In this project, you'll build your first neural network and use it to predict daily bike rental ridership. We've provided some of the code, but left the implementation of the neural network up to you (for the most part). After you've submitted this project, feel free to explore the data and the model more.
%matplotlib inline
%config InlineBackend.figure_format = 'retina'
import numpy as np
import pandas as pd
import matplotlib.pyplot as plt
A critical step in working with neural networks is preparing the data correctly. Variables on different scales make it difficult for the network to efficiently learn the correct weights. Below, we've written the code to load and prepare the data. You'll learn more about this soon!
data_path = 'Bike-Sharing-Dataset/hour.csv'
rides = pd.read_csv(data_path)
rides.head()
| instant | dteday | season | yr | mnth | hr | holiday | weekday | workingday | weathersit | temp | atemp | hum | windspeed | casual | registered | cnt | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1 | 2011-01-01 | 1 | 0 | 1 | 0 | 0 | 6 | 0 | 1 | 0.24 | 0.2879 | 0.81 | 0.0 | 3 | 13 | 16 |
| 1 | 2 | 2011-01-01 | 1 | 0 | 1 | 1 | 0 | 6 | 0 | 1 | 0.22 | 0.2727 | 0.80 | 0.0 | 8 | 32 | 40 |
| 2 | 3 | 2011-01-01 | 1 | 0 | 1 | 2 | 0 | 6 | 0 | 1 | 0.22 | 0.2727 | 0.80 | 0.0 | 5 | 27 | 32 |
| 3 | 4 | 2011-01-01 | 1 | 0 | 1 | 3 | 0 | 6 | 0 | 1 | 0.24 | 0.2879 | 0.75 | 0.0 | 3 | 10 | 13 |
| 4 | 5 | 2011-01-01 | 1 | 0 | 1 | 4 | 0 | 6 | 0 | 1 | 0.24 | 0.2879 | 0.75 | 0.0 | 0 | 1 | 1 |
This dataset has the number of riders for each hour of each day from January 1 2011 to December 31 2012. The number of riders is split between casual and registered, summed up in the cnt column. You can see the first few rows of the data above.
Below is a plot showing the number of bike riders over the first 10 days or so in the data set. (Some days don't have exactly 24 entries in the data set, so it's not exactly 10 days.) You can see the hourly rentals here. This data is pretty complicated! The weekends have lower over all ridership and there are spikes when people are biking to and from work during the week. Looking at the data above, we also have information about temperature, humidity, and windspeed, all of these likely affecting the number of riders. You'll be trying to capture all this with your model.
rides[:24*10].plot(x='dteday', y='cnt')
<matplotlib.axes._subplots.AxesSubplot at 0x19ea47feba8>
Here we have some categorical variables like season, weather, month. To include these in our model, we'll need to make binary dummy variables. This is simple to do with Pandas thanks to get_dummies().
dummy_fields = ['season', 'weathersit', 'mnth', 'hr', 'weekday']
for each in dummy_fields:
dummies = pd.get_dummies(rides[each], prefix=each, drop_first=False)
rides = pd.concat([rides, dummies], axis=1)
fields_to_drop = ['instant', 'dteday', 'season', 'weathersit',
'weekday', 'atemp', 'mnth', 'workingday', 'hr']
data = rides.drop(fields_to_drop, axis=1)
data.head()
| yr | holiday | temp | hum | windspeed | casual | registered | cnt | season_1 | season_2 | ... | hr_21 | hr_22 | hr_23 | weekday_0 | weekday_1 | weekday_2 | weekday_3 | weekday_4 | weekday_5 | weekday_6 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0 | 0 | 0.24 | 0.81 | 0.0 | 3 | 13 | 16 | 1 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 |
| 1 | 0 | 0 | 0.22 | 0.80 | 0.0 | 8 | 32 | 40 | 1 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 |
| 2 | 0 | 0 | 0.22 | 0.80 | 0.0 | 5 | 27 | 32 | 1 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 |
| 3 | 0 | 0 | 0.24 | 0.75 | 0.0 | 3 | 10 | 13 | 1 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 |
| 4 | 0 | 0 | 0.24 | 0.75 | 0.0 | 0 | 1 | 1 | 1 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 |
5 rows × 59 columns
To make training the network easier, we'll standardize each of the continuous variables. That is, we'll shift and scale the variables such that they have zero mean and a standard deviation of 1.
The scaling factors are saved so we can go backwards when we use the network for predictions.
quant_features = ['casual', 'registered', 'cnt', 'temp', 'hum', 'windspeed']
# Store scalings in a dictionary so we can convert back later
scaled_features = {}
for each in quant_features:
mean, std = data[each].mean(), data[each].std()
scaled_features[each] = [mean, std]
data.loc[:, each] = (data[each] - mean)/std
We'll save the data for the last approximately 21 days to use as a test set after we've trained the network. We'll use this set to make predictions and compare them with the actual number of riders.
# Save data for approximately the last 21 days
test_data = data[-21*24:]
# Now remove the test data from the data set
data = data[:-21*24]
# Separate the data into features and targets
target_fields = ['cnt', 'casual', 'registered']
features, targets = data.drop(target_fields, axis=1), data[target_fields]
test_features, test_targets = test_data.drop(target_fields, axis=1), test_data[target_fields]
We'll split the data into two sets, one for training and one for validating as the network is being trained. Since this is time series data, we'll train on historical data, then try to predict on future data (the validation set).
# Hold out the last 60 days or so of the remaining data as a validation set
train_features, train_targets = features[:-60*24], targets[:-60*24]
val_features, val_targets = features[-60*24:], targets[-60*24:]
Below you'll build your network. We've built out the structure and the backwards pass. You'll implement the forward pass through the network. You'll also set the hyperparameters: the learning rate, the number of hidden units, and the number of training passes.

The network has two layers, a hidden layer and an output layer. The hidden layer will use the sigmoid function for activations. The output layer has only one node and is used for the regression, the output of the node is the same as the input of the node. That is, the activation function is $f(x)=x$. A function that takes the input signal and generates an output signal, but takes into account the threshold, is called an activation function. We work through each layer of our network calculating the outputs for each neuron. All of the outputs from one layer become inputs to the neurons on the next layer. This process is called forward propagation.
We use the weights to propagate signals forward from the input to the output layers in a neural network. We use the weights to also propagate error backwards from the output back into the network to update our weights. This is called backpropagation.
Hint: You'll need the derivative of the output activation function ($f(x) = x$) for the backpropagation implementation. If you aren't familiar with calculus, this function is equivalent to the equation $y = x$. What is the slope of that equation? That is the derivative of $f(x)$.
Below, you have these tasks:
self.activation_function in __init__ to your sigmoid function.train method.train method, including calculating the output error.run method.class NeuralNetwork(object):
def __init__(self, input_nodes, hidden_nodes, output_nodes, learning_rate):
# Set number of nodes in input, hidden and output layers.
self.input_nodes = input_nodes
self.hidden_nodes = hidden_nodes
self.output_nodes = output_nodes
# Initialize weights
self.weights_input_to_hidden = np.random.normal(0.0, self.input_nodes**-0.5,
(self.input_nodes, self.hidden_nodes))
self.weights_hidden_to_output = np.random.normal(0.0, self.hidden_nodes**-0.5,
(self.hidden_nodes, self.output_nodes))
self.lr = learning_rate
#### TODO: Set self.activation_function to your implemented sigmoid function ####
#
# Note: in Python, you can define a function with a lambda expression,
# as shown below.
#self.activation_function = lambda x : 0 # Replace 0 with your sigmoid calculation.
### If the lambda code above is not something you're familiar with,
# You can uncomment out the following three lines and put your
# implementation there instead.
#
def sigmoid(x):
return 1 / (1 + np.exp(-x)) # Replace 0 with your sigmoid calculation here
self.activation_function = sigmoid
def train(self, features, targets):
''' Train the network on batch of features and targets.
Arguments
---------
features: 2D array, each row is one data record, each column is a feature
targets: 1D array of target values
'''
n_records = features.shape[0]
delta_weights_i_h = np.zeros(self.weights_input_to_hidden.shape)
delta_weights_h_o = np.zeros(self.weights_hidden_to_output.shape)
for X, y in zip(features, targets):
#### Implement the forward pass here ####
### Forward pass ###
# TODO: Hidden layer - Replace these values with your calculations.
hidden_inputs = np.dot(X, self.weights_input_to_hidden) # signals into hidden layer
hidden_outputs = self.activation_function(hidden_inputs) # signals from hidden layer
# TODO: Output layer - Replace these values with your calculations.
final_inputs = np.dot(hidden_outputs,self.weights_hidden_to_output) # signals into final output layer
final_outputs = final_inputs # signals from final output layer
#### Implement the backward pass here ####
### Backward pass ###
# TODO: Output error - Replace this value with your calculations.
error = y-final_outputs # Output layer error is the difference between desired target and actual output.
# TODO: Calculate the hidden layer's contribution to the error
hidden_error = np.dot(self.weights_hidden_to_output,error)
# TODO: Backpropagated error terms - Replace these values with your calculations.
output_error_term = error
hidden_error_term = hidden_error *( hidden_outputs *(1-hidden_outputs))
# Weight step (input to hidden)
delta_weights_i_h += hidden_error_term * X[:, None]
# Weight step (hidden to output)
delta_weights_h_o += (output_error_term * hidden_outputs)[:, None]
# TODO: Update the weights - Replace these values with your calculations.
self.weights_hidden_to_output += self.lr * delta_weights_h_o/n_records # update hidden-to-output weights with gradient descent step
self.weights_input_to_hidden += self.lr * delta_weights_i_h/n_records # update input-to-hidden weights with gradient descent step
def run(self, features):
''' Run a forward pass through the network with input features
Arguments
---------
features: 1D array of feature values
'''
#### Implement the forward pass here ####
# TODO: Hidden layer - replace these values with the appropriate calculations.
hidden_inputs = np.dot(features,self.weights_input_to_hidden) # signals into hidden layer
hidden_outputs = self.activation_function(hidden_inputs) # signals from hidden layer
# TODO: Output layer - Replace these values with the appropriate calculations.
final_inputs = np.dot(hidden_outputs,self.weights_hidden_to_output) # signals into final output layer
final_outputs = final_inputs # signals from final output layer
return final_outputs
def MSE(y, Y):
return np.mean((y-Y)**2)
Run these unit tests to check the correctness of your network implementation. This will help you be sure your network was implemented correctly befor you starting trying to train it. These tests must all be successful to pass the project.
import unittest
inputs = np.array([[0.5, -0.2, 0.1]])
targets = np.array([[0.4]])
test_w_i_h = np.array([[0.1, -0.2],
[0.4, 0.5],
[-0.3, 0.2]])
test_w_h_o = np.array([[0.3],
[-0.1]])
class TestMethods(unittest.TestCase):
##########
# Unit tests for data loading
##########
def test_data_path(self):
# Test that file path to dataset has been unaltered
self.assertTrue(data_path.lower() == 'bike-sharing-dataset/hour.csv')
def test_data_loaded(self):
# Test that data frame loaded
self.assertTrue(isinstance(rides, pd.DataFrame))
##########
# Unit tests for network functionality
##########
def test_activation(self):
network = NeuralNetwork(3, 2, 1, 0.5)
# Test that the activation function is a sigmoid
self.assertTrue(np.all(network.activation_function(0.5) == 1/(1+np.exp(-0.5))))
def test_train(self):
# Test that weights are updated correctly on training
network = NeuralNetwork(3, 2, 1, 0.5)
network.weights_input_to_hidden = test_w_i_h.copy()
network.weights_hidden_to_output = test_w_h_o.copy()
network.train(inputs, targets)
self.assertTrue(np.allclose(network.weights_hidden_to_output,
np.array([[ 0.37275328],
[-0.03172939]])))
self.assertTrue(np.allclose(network.weights_input_to_hidden,
np.array([[ 0.10562014, -0.20185996],
[0.39775194, 0.50074398],
[-0.29887597, 0.19962801]])))
def test_run(self):
# Test correctness of run method
network = NeuralNetwork(3, 2, 1, 0.5)
network.weights_input_to_hidden = test_w_i_h.copy()
network.weights_hidden_to_output = test_w_h_o.copy()
self.assertTrue(np.allclose(network.run(inputs), 0.09998924))
suite = unittest.TestLoader().loadTestsFromModule(TestMethods())
unittest.TextTestRunner().run(suite)
.....
[[ 0.09998924]]
---------------------------------------------------------------------- Ran 5 tests in 0.014s OK
<unittest.runner.TextTestResult run=5 errors=0 failures=0>
Here you'll set the hyperparameters for the network. The strategy here is to find hyperparameters such that the error on the training set is low, but you're not overfitting to the data. If you train the network too long or have too many hidden nodes, it can become overly specific to the training set and will fail to generalize to the validation set. That is, the loss on the validation set will start increasing as the training set loss drops.
You'll also be using a method know as Stochastic Gradient Descent (SGD) to train the network. The idea is that for each training pass, you grab a random sample of the data instead of using the whole data set. You use many more training passes than with normal gradient descent, but each pass is much faster. This ends up training the network more efficiently. You'll learn more about SGD later.
This is the number of batches of samples from the training data we'll use to train the network. The more iterations you use, the better the model will fit the data. However, if you use too many iterations, then the model with not generalize well to other data, this is called overfitting. You want to find a number here where the network has a low training loss, and the validation loss is at a minimum. As you start overfitting, you'll see the training loss continue to decrease while the validation loss starts to increase.
This scales the size of weight updates. If this is too big, the weights tend to explode and the network fails to fit the data. A good choice to start at is 0.1. If the network has problems fitting the data, try reducing the learning rate. Note that the lower the learning rate, the smaller the steps are in the weight updates and the longer it takes for the neural network to converge.
The more hidden nodes you have, the more accurate predictions the model will make. Try a few different numbers and see how it affects the performance. You can look at the losses dictionary for a metric of the network performance. If the number of hidden units is too low, then the model won't have enough space to learn and if it is too high there are too many options for the direction that the learning can take. The trick here is to find the right balance in number of hidden units you choose.
import sys
### Set the hyperparameters here ###
iterations = 2000
learning_rate = 0.3
hidden_nodes = 10
output_nodes = 1
N_i = train_features.shape[1]
network = NeuralNetwork(N_i, hidden_nodes, output_nodes, learning_rate)
losses = {'train':[], 'validation':[]}
for ii in range(iterations):
# Go through a random batch of 128 records from the training data set
batch = np.random.choice(train_features.index, size=128)
X, y = train_features.ix[batch].values, train_targets.ix[batch]['cnt']
network.train(X, y)
# Printing out the training progress
train_loss = MSE(network.run(train_features).T, train_targets['cnt'].values)
val_loss = MSE(network.run(val_features).T, val_targets['cnt'].values)
sys.stdout.write("\rProgress: {:2.1f}".format(100 * ii/float(iterations)) \
+ "% ... Training loss: " + str(train_loss)[:5] \
+ " ... Validation loss: " + str(val_loss)[:5])
sys.stdout.flush()
losses['train'].append(train_loss)
losses['validation'].append(val_loss)
[[ 5.25230126e-02 5.11441981e-02 -2.22362933e-01 -2.07741329e-02
-3.41295962e-01 3.23142042e-02 9.33998634e-02 1.86445693e-01
-1.69369744e-01 2.29911463e-02]
[ 2.35570696e-02 2.06187590e-01 -1.31414037e-02 5.04676888e-02
5.50668430e-02 -1.11223603e-02 2.66073522e-01 3.92078104e-02
1.45242514e-01 -1.11909006e-02]
[ 1.51702479e-01 1.76280366e-01 -9.92799190e-02 7.99105583e-02
2.25500878e-01 -1.41833786e-02 -3.89370115e-01 7.43300684e-02
1.23614012e-01 2.06187498e-01]
[ 2.01510850e-02 -1.43202366e-01 -1.27573785e-01 4.67160150e-02
-1.15437921e-02 1.16770876e-01 2.04441002e-02 -4.07334572e-02
9.00022596e-03 1.99167146e-01]
[ -1.69238296e-02 1.89548704e-01 -1.80012390e-01 2.78855427e-02
1.58370005e-01 -1.63812688e-01 3.53098121e-03 -9.56648673e-02
-2.11971762e-01 3.19431093e-02]
[ -3.50436785e-01 -2.13506071e-01 -2.65689462e-01 1.39510868e-01
8.85428598e-02 5.82186337e-02 -6.07908621e-02 -5.13547154e-02
-2.79397141e-02 6.39422104e-02]
[ -1.84440709e-03 -9.55702415e-02 4.77519251e-03 1.09498977e-01
-2.41388884e-01 -7.20603728e-02 1.23351875e-01 -1.78149675e-01
1.87110795e-01 5.79244484e-02]
[ 1.38265281e-01 -8.43471098e-02 3.58880408e-02 -4.29917886e-02
1.61552438e-02 -5.93445177e-02 -1.29715935e-01 1.31681299e-01
8.26484159e-02 3.22749514e-02]
[ -1.61465182e-01 -3.02464904e-02 -3.06950974e-01 -1.27179404e-03
-1.06107467e-01 7.52478746e-02 -2.82603192e-01 -2.16134262e-02
2.78032441e-01 -1.01868098e-01]
[ 3.25311542e-02 -1.72093793e-01 6.65099527e-02 -4.46192410e-03
4.83870693e-02 -7.70397488e-02 -6.97491622e-02 -8.05280645e-02
-4.28462973e-02 1.40573936e-01]
[ -7.85187360e-02 1.42209894e-01 -2.77785495e-03 -1.60039465e-01
-2.85640260e-02 3.63906553e-02 5.16695706e-02 -9.64262255e-02
-2.23098029e-02 -1.23280440e-01]
[ -3.71239481e-02 1.99386012e-01 -2.37605841e-02 8.41294757e-02
8.72562669e-03 5.63458704e-02 -2.40590541e-01 -2.86227506e-02
-1.03437051e-01 -7.54246635e-02]
[ -1.55526240e-01 7.44339350e-03 6.26751934e-02 2.38845963e-02
-1.77575545e-01 -2.20528165e-01 -1.82166703e-01 -1.96911553e-01
8.88657078e-02 1.76541033e-01]
[ -1.98488803e-01 -5.90098444e-02 1.38137782e-01 2.90380842e-01
-2.22414581e-01 -9.19380449e-02 -1.95169961e-01 -2.63590794e-01
-1.99300795e-01 4.90783418e-02]
[ 1.13311426e-01 -1.31696526e-02 -1.10794128e-02 1.07772077e-01
-2.74823734e-02 -7.72625557e-02 8.05173759e-02 -2.73200932e-03
1.71483347e-02 2.90592069e-02]
[ 6.91209831e-03 -9.71340366e-02 -2.25272321e-01 1.10166747e-01
3.56494717e-02 1.13158583e-01 -1.89274505e-02 -1.69571650e-02
-1.26303074e-01 -4.44642196e-02]
[ -1.25802547e-01 -3.57830657e-02 -2.05161888e-01 1.52676500e-01
-8.00879072e-02 1.34693459e-01 1.18888880e-03 -2.50242397e-01
6.06122411e-02 -2.00666193e-01]
[ -8.47829511e-02 -6.92599305e-02 2.62987612e-01 8.41461801e-02
1.48539640e-01 -4.97315291e-02 -1.08933029e-01 1.30371493e-01
5.99109598e-02 1.27941097e-02]
[ 8.90924433e-02 1.31444866e-01 1.05800278e-01 1.40472697e-01
-1.49613712e-01 -5.19846152e-02 1.15559877e-01 1.19493845e-01
-1.99619815e-03 3.81693345e-03]
[ 2.93424423e-02 -6.56998717e-02 -2.76573362e-01 -1.87179328e-02
1.20824121e-01 -1.12953234e-01 8.34336018e-02 1.61889993e-01
1.25202269e-01 1.09798426e-02]
[ 5.62952018e-02 5.70648074e-02 -1.20765342e-01 4.26047091e-02
-1.31006937e-01 3.26100902e-01 2.03868737e-01 2.08840541e-01
-1.68139061e-01 -4.33948694e-02]
[ -1.07770233e-02 -7.14505273e-02 1.00965327e-01 8.54538816e-02
4.79242039e-02 1.29753658e-01 -1.86060511e-01 -2.64149545e-02
1.96460287e-01 5.52612937e-02]
[ 9.44781996e-02 4.65519564e-02 -5.96934059e-02 -1.20934483e-01
-6.38043341e-02 -3.17683202e-01 1.36940110e-01 1.24565193e-02
1.32336865e-01 6.84191304e-02]
[ -9.66942565e-02 2.88514451e-02 -1.18740396e-02 2.55120531e-02
3.25558165e-03 -2.03050586e-01 -9.70180125e-02 -2.15851971e-02
1.52163753e-02 1.35847249e-01]
[ -1.28420641e-01 -2.26562764e-03 -1.85342866e-01 1.97882916e-02
-3.27401690e-01 -1.18293700e-02 -6.90709091e-02 -2.62209572e-02
1.96273001e-02 9.51717951e-02]
[ 7.69065040e-02 2.61043253e-01 -5.03837727e-03 1.78127473e-02
5.24633350e-03 1.99697550e-01 1.78305268e-01 9.56327532e-02
-8.11693565e-02 -1.80114428e-01]
[ 1.11190390e-01 3.95354904e-02 5.33728297e-02 1.00935674e-01
3.66381138e-02 1.00623435e-02 6.81423275e-02 7.11680336e-02
1.47446395e-01 -1.49201401e-01]
[ 1.26029520e-01 -4.35465564e-02 3.53149799e-02 4.82335510e-02
1.07865670e-01 -6.00533889e-02 6.86675365e-02 2.64087116e-02
-2.56340222e-01 -6.38099538e-03]
[ -2.55747587e-02 -1.53354389e-01 8.30390624e-02 -9.47941081e-03
7.93060446e-02 -1.89007196e-01 1.36045405e-01 -1.05277594e-01
6.45049875e-02 3.15081322e-01]
[ -1.60252516e-01 1.27087799e-02 1.37910426e-01 1.19489933e-01
3.33581963e-01 5.31671008e-02 -2.37724660e-02 2.60374299e-02
2.48993111e-02 8.22879065e-02]
[ -3.06409821e-02 2.17506683e-01 3.54604628e-01 -1.25951322e-02
-1.48269236e-01 -1.59299693e-01 1.30217563e-01 -9.20957880e-03
-9.40048131e-02 2.51777773e-01]
[ -3.75721989e-02 5.52889374e-02 -1.24836212e-01 2.15181458e-02
5.86250830e-02 -2.87263776e-01 -1.17945910e-01 1.58066049e-01
7.50051974e-02 3.24885321e-02]
[ 5.99066793e-02 7.47789771e-02 1.28785156e-01 -1.63289967e-01
1.97374547e-01 9.44576976e-02 3.74978198e-02 2.96168680e-01
2.49800323e-02 7.26905596e-02]
[ 1.95857220e-01 -1.33133531e-01 -1.83297364e-01 1.15727721e-01
-2.56757679e-01 -1.70692588e-01 2.47122319e-02 2.08985780e-01
2.44538186e-01 -3.16943442e-01]
[ 3.12752300e-02 9.46629720e-02 2.38765064e-01 2.30079648e-01
3.14353679e-02 -1.77310628e-01 -1.09978399e-01 -1.25448567e-01
-1.51805179e-01 -3.16559202e-01]
[ 5.74734696e-02 4.29555291e-02 -9.71963920e-02 -6.77558972e-03
9.15888613e-02 2.03805456e-02 -1.03362422e-01 -1.87244178e-01
6.91297149e-02 2.62816630e-01]
[ -1.00688955e-02 -8.37377288e-02 -7.06212685e-02 -6.59957397e-02
3.85547607e-02 -1.67443207e-01 1.21585516e-01 1.04451754e-02
2.65594563e-02 -5.62278308e-03]
[ -3.69673700e-03 -3.58226218e-02 2.24628304e-01 2.89374952e-02
-7.34268472e-02 -1.09661779e-01 2.24003237e-01 4.58112047e-02
-2.17454323e-01 5.85499328e-02]
[ 3.49170758e-02 -7.92095643e-02 8.66949122e-02 -4.60512697e-02
-6.70608113e-02 9.33503215e-02 1.84648081e-01 -2.66391498e-01
-5.51271603e-02 -1.46674648e-01]
[ -3.52966849e-02 8.65721500e-03 7.15739949e-02 -6.60767500e-02
8.31532659e-02 1.95508581e-01 1.73849691e-01 1.20509977e-01
-4.70843373e-02 1.43152460e-01]
[ 2.30223938e-01 7.06544574e-02 3.32237486e-02 9.35487838e-02
8.46924203e-03 -2.70444599e-02 -1.72801279e-01 1.48469499e-01
-4.39547159e-02 -1.29383666e-03]
[ -5.43858824e-02 -2.92357480e-01 -4.45185041e-02 -9.33137113e-02
3.28366327e-02 -5.58830032e-02 7.50541468e-02 5.70337191e-02
2.84473629e-02 3.97179943e-02]
[ -2.02805036e-01 1.52686710e-03 -3.51119318e-02 8.92920777e-02
-7.98451533e-02 -1.47531887e-01 -6.20565181e-02 -3.54816900e-02
4.77831205e-02 -5.46225545e-02]
[ -3.72145861e-02 -3.59979282e-04 -8.04354795e-02 1.28384068e-01
1.43264257e-01 7.67932293e-02 1.35042350e-01 1.87921873e-01
-1.14323021e-02 1.56741828e-01]
[ 1.68506887e-01 3.12925871e-02 1.80560145e-01 7.57340823e-03
7.25494530e-02 1.55282007e-01 8.47424495e-02 1.82102683e-01
1.44094318e-01 -9.32690401e-02]
[ -1.14371953e-01 9.98432404e-02 2.16445344e-01 -4.28909694e-02
1.67992028e-01 1.61925679e-01 3.27343199e-02 -9.00155557e-03
-7.58865294e-02 -1.84282584e-02]
[ -1.03961734e-01 -2.54498481e-02 2.16310088e-02 8.00499646e-02
-9.41179139e-03 1.22376149e-01 2.79323650e-01 2.09629135e-02
-2.84974421e-01 -1.05611419e-01]
[ -1.65878520e-01 1.39318306e-01 -5.93090208e-02 -2.71364853e-01
-7.66928613e-02 8.21842125e-02 -6.77884741e-02 9.53794724e-02
-1.57708778e-01 1.22645372e-01]
[ 1.15681113e-01 -5.20402481e-02 -6.01649194e-02 -1.63870400e-02
-1.38673587e-01 -4.69394549e-02 -1.63650835e-01 1.37329830e-01
-6.31523304e-02 -3.46437938e-02]
[ 1.53674240e-01 -1.16585314e-01 -1.38342552e-01 6.65315057e-04
1.28964876e-01 -6.04724942e-02 -7.21623820e-02 -1.45111772e-01
1.33078944e-01 -8.96537489e-02]
[ -1.37273534e-01 1.57700408e-01 2.47908517e-01 -5.02570999e-02
2.20782552e-01 1.06737935e-01 -6.05916706e-03 -2.95498430e-01
-1.45891669e-01 -7.89406121e-02]
[ -3.27687473e-01 2.16727076e-01 2.46482647e-02 6.46191085e-03
-4.65046260e-02 -1.86433471e-01 -1.73015851e-01 2.32703555e-01
-7.52407012e-02 1.36188854e-01]
[ 1.41545806e-01 1.36010857e-01 -2.40292165e-01 -1.04141259e-01
8.15232145e-02 -2.82400950e-01 -1.23053070e-02 -1.69469676e-01
-1.63382780e-02 -1.89493039e-01]
[ 2.25174620e-01 -7.21184185e-02 7.24368985e-02 -3.08295826e-03
-9.83143126e-02 -4.13170281e-02 -1.02498927e-01 -1.40006971e-01
1.19712464e-01 -1.42964470e-01]
[ -1.04250058e-01 2.27214646e-03 1.17937181e-01 1.14991186e-01
-6.73769847e-02 -1.07622243e-01 2.18142170e-01 -7.23749311e-02
1.87926851e-01 -1.69433369e-04]
[ 1.99199127e-02 -9.02280783e-02 2.13527922e-01 -2.24062780e-01
5.06616928e-02 1.11962674e-01 -4.10252378e-02 -1.07530130e-01
3.18196231e-02 2.65669327e-01]]
[[-0.00189548]
[ 0.21810109]
[ 0.17186479]
[ 0.13128084]
[-0.51603038]
[-0.00150976]
[-0.15240027]
[-0.16572317]
[ 0.00311203]
[ 0.25427154]]
Progress: 0.0% ... Training loss: 0.976 ... Validation loss: 1.370[[ 5.25053924e-02 5.32919375e-02 -2.20724873e-01 -1.95125391e-02
-3.46340076e-01 3.22997538e-02 9.19907978e-02 1.84864130e-01
-1.69340044e-01 2.54050684e-02]
[ 2.35569140e-02 2.06183194e-01 -1.31340360e-02 5.04729981e-02
5.50365699e-02 -1.11224118e-02 2.66056945e-01 3.91947897e-02
1.45242496e-01 -1.11751174e-02]
[ 1.51640778e-01 1.83498655e-01 -9.34994400e-02 8.44316272e-02
2.08336350e-01 -1.42346682e-02 -3.94400049e-01 6.87911457e-02
1.23716794e-01 2.14852725e-01]
[ 2.01816970e-02 -1.46602757e-01 -1.30217593e-01 4.45878076e-02
-3.31448739e-03 1.16795367e-01 2.28607237e-02 -3.80900593e-02
8.95021876e-03 1.95105096e-01]
[ -1.69192189e-02 1.88699383e-01 -1.80467177e-01 2.74876069e-02
1.60070065e-01 -1.63808628e-01 3.90352088e-03 -9.52471952e-02
-2.11978402e-01 3.11740756e-02]
[ -3.50417096e-01 -2.15748150e-01 -2.67496734e-01 1.38071302e-01
9.39404208e-02 5.82348154e-02 -5.91587663e-02 -4.96195658e-02
-2.79722115e-02 6.11653656e-02]
[ -1.85044735e-03 -9.48841447e-02 5.32087262e-03 1.09917582e-01
-2.42984867e-01 -7.20652156e-02 1.22867051e-01 -1.78673645e-01
1.87121283e-01 5.87403114e-02]
[ 1.38255757e-01 -8.31845684e-02 3.68085937e-02 -4.22832748e-02
1.34117530e-02 -5.93525291e-02 -1.30461893e-01 1.30809455e-01
8.26644368e-02 3.36554195e-02]
[ -1.61466774e-01 -3.00545321e-02 -3.06815427e-01 -1.16422175e-03
-1.06602881e-01 7.52465471e-02 -2.82710602e-01 -2.17444764e-02
2.78034357e-01 -1.01669713e-01]
[ 3.25297873e-02 -1.71764101e-01 6.66319308e-02 -4.35903913e-03
4.78695379e-02 -7.70413174e-02 -6.98046439e-02 -8.06806192e-02
-4.28430976e-02 1.40804246e-01]
[ -7.85190796e-02 1.42175470e-01 -2.73025304e-03 -1.60043373e-01
-2.86436436e-02 3.63907302e-02 5.16676845e-02 -9.64440483e-02
-2.23100382e-02 -1.23287240e-01]
[ -3.71197050e-02 1.98889261e-01 -2.41356570e-02 8.38256236e-02
9.88544955e-03 5.63493640e-02 -2.40239270e-01 -2.82440879e-02
-1.03444087e-01 -7.60303022e-02]
[ -1.55526240e-01 7.44339350e-03 6.26751934e-02 2.38845963e-02
-1.77575545e-01 -2.20528165e-01 -1.82166703e-01 -1.96911553e-01
8.88657078e-02 1.76541033e-01]
[ -1.98480072e-01 -6.00141502e-02 1.37312519e-01 2.89728064e-01
-2.19995844e-01 -9.19308153e-02 -1.94423900e-01 -2.62829933e-01
-1.99315202e-01 4.78211666e-02]
[ 1.13317613e-01 -1.39053597e-02 -1.16619979e-02 1.07316110e-01
-2.57243565e-02 -7.72573780e-02 8.10150308e-02 -2.17391655e-03
1.71379172e-02 2.81992615e-02]
[ 6.91535363e-03 -9.74721102e-02 -2.25522650e-01 1.09949449e-01
3.64774303e-02 1.13161027e-01 -1.86721371e-02 -1.66893138e-02
-1.26307924e-01 -4.48907723e-02]
[ -1.25801980e-01 -3.58562085e-02 -2.05218102e-01 1.52630671e-01
-7.99326392e-02 1.34693906e-01 1.23525326e-03 -2.50183957e-01
6.06112881e-02 -2.00752013e-01]
[ -8.47848464e-02 -6.90121800e-02 2.63159155e-01 8.42812432e-02
1.48037947e-01 -4.97330606e-02 -1.09080199e-01 1.30202417e-01
5.99143587e-02 1.30578052e-02]
[ 8.90828560e-02 1.32556525e-01 1.06703115e-01 1.41168575e-01
-1.52277283e-01 -5.19925400e-02 1.14799772e-01 1.18639192e-01
-1.97990303e-03 5.14764400e-03]
[ 2.93391986e-02 -6.52908147e-02 -2.76251808e-01 -1.84642736e-02
1.19861217e-01 -1.12956085e-01 8.31574745e-02 1.61589235e-01
1.25207758e-01 1.14573042e-02]
[ 5.62966513e-02 5.68757332e-02 -1.20912640e-01 4.24887774e-02
-1.30561600e-01 3.26102185e-01 2.03990526e-01 2.08969407e-01
-1.68141658e-01 -4.35949974e-02]
[ -1.07823457e-02 -7.08204046e-02 1.01453861e-01 8.58324297e-02
4.64268192e-02 1.29749392e-01 -1.86466530e-01 -2.68888788e-02
1.96469122e-01 5.59856318e-02]
[ 9.44754037e-02 4.68677161e-02 -5.94370767e-02 -1.20741657e-01
-6.45549140e-02 -3.17685459e-01 1.36718192e-01 1.22203488e-02
1.32340817e-01 6.87889807e-02]
[ -9.66940187e-02 2.88356973e-02 -1.18952513e-02 2.54951423e-02
3.29334851e-03 -2.03050372e-01 -9.69946453e-02 -2.15607339e-02
1.52160390e-02 1.35816283e-01]
[ -1.28415690e-01 -2.82540782e-03 -1.85806254e-01 1.94321563e-02
-3.26105968e-01 -1.18253345e-02 -6.86562165e-02 -2.57766633e-02
1.96188173e-02 9.44841972e-02]
[ 7.69083015e-02 2.60851231e-01 -5.20401235e-03 1.76808212e-02
5.73149245e-03 1.99699019e-01 1.78452854e-01 9.57935642e-02
-8.11723308e-02 -1.80371657e-01]
[ 1.11195584e-01 3.89184327e-02 5.29038822e-02 1.00558731e-01
3.81014907e-02 1.00667113e-02 6.85743855e-02 7.16453711e-02
1.47437791e-01 -1.49931745e-01]
[ 1.26033136e-01 -4.39754664e-02 3.49904546e-02 4.79684352e-02
1.08883455e-01 -6.00504022e-02 6.89712800e-02 2.67385549e-02
-2.56346182e-01 -6.89252563e-03]
[ -2.55715937e-02 -1.53697579e-01 8.27468505e-02 -9.70929717e-03
8.01668211e-02 -1.89004596e-01 1.36308437e-01 -1.04989956e-01
6.44998753e-02 3.14666810e-01]
[ -1.60249311e-01 1.23681753e-02 1.37633133e-01 1.19268581e-01
3.34460780e-01 5.31696598e-02 -2.35162569e-02 2.63149092e-02
2.48943303e-02 8.18715312e-02]
[ -3.06347535e-02 2.16795932e-01 3.54036543e-01 -1.30344751e-02
-1.46630018e-01 -1.59294743e-01 1.30730564e-01 -8.67238629e-03
-9.40151206e-02 2.50933748e-01]
[ -3.75659294e-02 5.45582243e-02 -1.25373150e-01 2.10733318e-02
6.03503834e-02 -2.87258731e-01 -1.17448038e-01 1.58604288e-01
7.49948883e-02 3.16707840e-02]
[ 5.99056769e-02 7.48986458e-02 1.28879533e-01 -1.63218098e-01
1.97097905e-01 9.44568721e-02 3.74178872e-02 2.96082248e-01
2.49816963e-02 7.28243782e-02]
[ 1.95858550e-01 -1.33262935e-01 -1.83412676e-01 1.15643598e-01
-2.56464934e-01 -1.70691598e-01 2.48159084e-02 2.09096060e-01
2.44535769e-01 -3.17095169e-01]
[ 3.12749181e-02 9.46985224e-02 2.38792182e-01 2.30100998e-01
3.13488868e-02 -1.77310879e-01 -1.10003177e-01 -1.25475032e-01
-1.51804665e-01 -3.16517588e-01]
[ 5.74735302e-02 4.29490797e-02 -9.72023274e-02 -6.78011633e-03
9.16049825e-02 2.03805972e-02 -1.03357174e-01 -1.87238891e-01
6.91296115e-02 2.62808622e-01]
[ -1.00741497e-02 -8.31292886e-02 -7.01605881e-02 -6.56353353e-02
3.70873622e-02 -1.67447463e-01 1.21179530e-01 9.98517518e-03
2.65680791e-02 -4.94266484e-03]
[ -3.69635631e-03 -3.58762253e-02 2.24583033e-01 2.89030670e-02
-7.33063046e-02 -1.09661387e-01 2.24036084e-01 4.58510681e-02
-2.17455032e-01 5.84838586e-02]
[ 3.49156486e-02 -7.90523149e-02 8.68138082e-02 -4.59555315e-02
-6.73997702e-02 9.33491848e-02 1.84531052e-01 -2.66525460e-01
-5.51246785e-02 -1.46483797e-01]
[ -3.52978156e-02 8.78780574e-03 7.16690838e-02 -6.59971224e-02
8.28454124e-02 1.95507661e-01 1.73759275e-01 1.20405845e-01
-4.70825483e-02 1.43302956e-01]
[ 2.30223571e-01 7.07169278e-02 3.32859134e-02 9.35873816e-02
8.34374212e-03 -2.70448647e-02 -1.72831088e-01 1.48425295e-01
-4.39539122e-02 -1.22761273e-03]
[ -5.43879439e-02 -2.92143889e-01 -4.43290335e-02 -9.31696736e-02
3.22620926e-02 -5.58845646e-02 7.48934417e-02 5.68539659e-02
2.84506971e-02 3.99979496e-02]
[ -2.02812371e-01 2.42805796e-03 -3.44352990e-02 8.98353496e-02
-8.19915139e-02 -1.47538205e-01 -6.26405749e-02 -3.61600422e-02
4.77954624e-02 -5.35798405e-02]
[ -3.72218872e-02 4.76766804e-04 -7.97872987e-02 1.28895368e-01
1.41254327e-01 7.67873643e-02 1.34457064e-01 1.87283149e-01
-1.14206885e-02 1.57688419e-01]
[ 1.68498119e-01 3.23284686e-02 1.81372493e-01 8.19962118e-03
7.01457577e-02 1.55274857e-01 8.40343050e-02 1.81331871e-01
1.44108974e-01 -9.20604062e-02]
[ -1.14370165e-01 9.96204599e-02 2.16265133e-01 -4.30286332e-02
1.68517651e-01 1.61927263e-01 3.28804551e-02 -8.83516782e-03
-7.58896150e-02 -1.86959706e-02]
[ -1.03962587e-01 -2.53479273e-02 2.17129999e-02 8.01124368e-02
-9.63700492e-03 1.22375438e-01 2.79253329e-01 2.08857248e-02
-2.84972941e-01 -1.05502447e-01]
[ -1.65876278e-01 1.39040957e-01 -5.95290952e-02 -2.71531915e-01
-7.60456420e-02 8.21861473e-02 -6.75976461e-02 9.55922139e-02
-1.57712734e-01 1.22324180e-01]
[ 1.15684181e-01 -5.23921966e-02 -6.04369226e-02 -1.66096126e-02
-1.37821023e-01 -4.69369848e-02 -1.63392703e-01 1.37595040e-01
-6.31571846e-02 -3.50694335e-02]
[ 1.53679850e-01 -1.17195704e-01 -1.38804163e-01 2.71470462e-04
1.30514425e-01 -6.04679115e-02 -7.16992073e-02 -1.44616750e-01
1.33069824e-01 -9.04228804e-02]
[ -1.37280539e-01 1.58465365e-01 2.48537636e-01 -4.97704722e-02
2.18916730e-01 1.06732495e-01 -6.61739563e-03 -2.96104387e-01
-1.45880390e-01 -7.79969261e-02]
[ -3.27687906e-01 2.16798299e-01 2.46471819e-02 6.48747989e-03
-4.66580196e-02 -1.86433987e-01 -1.73052512e-01 2.32651562e-01
-7.52394086e-02 1.36247862e-01]
[ 1.41555043e-01 1.34945778e-01 -2.41101068e-01 -1.04790659e-01
8.40090819e-02 -2.82393680e-01 -1.15355292e-02 -1.68679776e-01
-1.63534012e-02 -1.90736778e-01]
[ 2.25175342e-01 -7.21646571e-02 7.23923536e-02 -3.12096656e-03
-9.82321721e-02 -4.13165908e-02 -1.02406255e-01 -1.39962240e-01
1.19711438e-01 -1.43041274e-01]
[ -1.04251498e-01 2.42298650e-03 1.18054282e-01 1.15076092e-01
-6.76802640e-02 -1.07623266e-01 2.18032228e-01 -7.24769297e-02
1.87928537e-01 -3.65282005e-07]
[ 1.99157554e-02 -8.96948742e-02 2.13892350e-01 -2.23783505e-01
4.94293054e-02 1.11959364e-01 -4.13521263e-02 -1.07891548e-01
3.18265630e-02 2.66205110e-01]]
[[ 0.00410773]
[ 0.22349014]
[ 0.17161531]
[ 0.12712714]
[-0.51453238]
[-0.00413506]
[-0.16528783]
[-0.16018748]
[ 0.00728919]
[ 0.25538924]]
Progress: 0.1% ... Training loss: 0.968 ... Validation loss: 1.365[[ 5.25236115e-02 5.42489433e-02 -2.19939902e-01 -1.89705845e-02
-3.48628134e-01 3.22834386e-02 9.13360336e-02 1.84168404e-01
-1.69311359e-01 2.65978928e-02]
[ 2.35526278e-02 2.05942631e-01 -1.33247684e-02 5.03258781e-02
5.55821676e-02 -1.11176459e-02 2.66222737e-01 3.93729405e-02
1.45234055e-01 -1.14700106e-02]
[ 1.51750281e-01 1.89505949e-01 -8.87774302e-02 8.80215606e-02
1.94524426e-01 -1.43494696e-02 -3.98824340e-01 6.44027590e-02
1.23915434e-01 2.22104234e-01]
[ 2.00604820e-02 -1.52993894e-01 -1.34993578e-01 4.08988674e-02
1.15242808e-02 1.16914888e-01 2.75235836e-02 -3.34334106e-02
8.73880881e-03 1.87726537e-01]
[ -1.69098885e-02 1.89034073e-01 -1.79982037e-01 2.77952728e-02
1.58988780e-01 -1.63820556e-01 3.45168226e-03 -9.56224844e-02
-2.11956495e-01 3.17184257e-02]
[ -3.50458011e-01 -2.18003238e-01 -2.69279485e-01 1.36708866e-01
9.92329246e-02 5.82790967e-02 -5.74531023e-02 -4.79506081e-02
-2.80479640e-02 5.84612566e-02]
[ -1.82148806e-03 -9.32371958e-02 6.54383024e-03 1.10826854e-01
-2.46616739e-01 -7.20939903e-02 1.21711348e-01 -1.79836394e-01
1.87172498e-01 6.06389745e-02]
[ 1.38246468e-01 -8.37069947e-02 3.64250537e-02 -4.25770953e-02
1.46492318e-02 -5.93428542e-02 -1.30069104e-01 1.31170020e-01
8.26481909e-02 3.31719643e-02]
[ -1.61474744e-01 -3.04694015e-02 -3.07107808e-01 -1.41130409e-03
-1.05701672e-01 7.52547117e-02 -2.82377146e-01 -2.14271911e-02
2.78018396e-01 -1.02158312e-01]
[ 3.25272726e-02 -1.71780076e-01 6.64571538e-02 -4.48765810e-03
4.82956866e-02 -7.70360402e-02 -6.95838354e-02 -8.05355153e-02
-4.28521079e-02 1.40677867e-01]
[ -7.85381998e-02 1.41091584e-01 -3.52844102e-03 -1.60673359e-01
-2.62209005e-02 3.64108278e-02 5.24428671e-02 -9.56914478e-02
-2.23453525e-02 -1.24495255e-01]
[ -3.71272849e-02 1.98443687e-01 -2.43984057e-02 8.35901617e-02
1.08358763e-02 5.63573353e-02 -2.39959056e-01 -2.79577336e-02
-1.03456507e-01 -7.64734087e-02]
[ -1.55526240e-01 7.44339350e-03 6.26751934e-02 2.38845963e-02
-1.77575545e-01 -2.20528165e-01 -1.82166703e-01 -1.96911553e-01
8.88657078e-02 1.76541033e-01]
[ -1.98496592e-01 -6.09223039e-02 1.36534737e-01 2.89138986e-01
-2.17780341e-01 -9.19116150e-02 -1.93687711e-01 -2.62130003e-01
-1.99347679e-01 4.66621176e-02]
[ 1.13300331e-01 -1.48662662e-02 -1.23901282e-02 1.06766943e-01
-2.35466582e-02 -7.72396582e-02 8.16940784e-02 -1.48359392e-03
1.71073627e-02 2.70936840e-02]
[ 6.91371530e-03 -9.75717509e-02 -2.25556109e-01 1.09895363e-01
3.67271737e-02 1.13162856e-01 -1.85880636e-02 -1.66303769e-02
-1.26310591e-01 -4.49824018e-02]
[ -1.25797108e-01 -3.55721845e-02 -2.05010150e-01 1.52779834e-01
-8.05811510e-02 1.34689016e-01 1.02007188e-03 -2.50393601e-01
6.06198410e-02 -2.00448767e-01]
[ -8.47721024e-02 -6.82687925e-02 2.63676877e-01 8.46786713e-02
1.46439881e-01 -4.97452917e-02 -1.09558573e-01 1.29716698e-01
5.99363225e-02 1.38821811e-02]
[ 8.90857886e-02 1.32719012e-01 1.06834123e-01 1.41267336e-01
-1.52619120e-01 -5.19956157e-02 1.14658640e-01 1.18500050e-01
-1.97428296e-03 5.39566057e-03]
[ 2.93475823e-02 -6.48202790e-02 -2.75877305e-01 -1.81900611e-02
1.18806349e-01 -1.12964755e-01 8.28589238e-02 1.61254327e-01
1.25223510e-01 1.20524705e-02]
[ 5.62936109e-02 5.66921329e-02 -1.21049283e-01 4.23873337e-02
-1.30143078e-01 3.26105427e-01 2.04115846e-01 2.09086182e-01
-1.68147740e-01 -4.37660532e-02]
[ -1.07886146e-02 -7.11747712e-02 1.01196864e-01 8.56362468e-02
4.72316139e-02 1.29756038e-01 -1.86229092e-01 -2.66349505e-02
1.96457236e-01 5.56081890e-02]
[ 9.44727948e-02 4.67459610e-02 -5.95215355e-02 -1.20816868e-01
-6.43148847e-02 -3.17683118e-01 1.36818016e-01 1.23164546e-02
1.32335678e-01 6.86444873e-02]
[ -9.66978219e-02 2.86369993e-02 -1.20557993e-02 2.53764865e-02
3.75250208e-03 -2.03046503e-01 -9.68396394e-02 -2.14106210e-02
1.52093781e-02 1.35578276e-01]
[ -1.28422676e-01 -3.20415484e-03 -1.86095136e-01 1.92023501e-02
-3.25228810e-01 -1.18179689e-02 -6.83636700e-02 -2.54893032e-02
1.96056504e-02 9.40231464e-02]
[ 7.69061649e-02 2.60732990e-01 -5.29305810e-03 1.76132864e-02
6.00483116e-03 1.99701141e-01 1.78539849e-01 9.58780892e-02
-8.11761837e-02 -1.80506963e-01]
[ 1.11186744e-01 3.84430207e-02 5.25459823e-02 1.00284116e-01
3.91958526e-02 1.00757096e-02 6.89243676e-02 7.19844303e-02
1.47422059e-01 -1.50493927e-01]
[ 1.26007324e-01 -4.53706071e-02 3.39006707e-02 4.71461199e-02
1.12163697e-01 -6.00235060e-02 7.00358454e-02 2.77634431e-02
-2.56392856e-01 -8.53613776e-03]
[ -2.55853114e-02 -1.54385097e-01 8.21609104e-02 -1.01484521e-02
8.19023073e-02 -1.88990311e-01 1.36850773e-01 -1.04460161e-01
6.44753376e-02 3.13870086e-01]
[ -1.60256258e-01 1.19918822e-02 1.37342925e-01 1.19053200e-01
3.35299290e-01 5.31766371e-02 -2.32532294e-02 2.65765783e-02
2.48820708e-02 8.14907281e-02]
[ -3.06483707e-02 2.16031273e-01 3.53459328e-01 -1.34731906e-02
-1.45029007e-01 -1.59280701e-01 1.31263870e-01 -8.13197037e-03
-9.40398312e-02 2.50065262e-01]
[ -3.75740291e-02 5.41082721e-02 -1.25709569e-01 2.08098636e-02
6.14122694e-02 -2.87250419e-01 -1.17123590e-01 1.58921808e-01
7.49799778e-02 3.11672150e-02]
[ 5.99081982e-02 7.50195190e-02 1.28994074e-01 -1.63139990e-01
1.96833966e-01 9.44547909e-02 3.73387478e-02 2.95988120e-01
2.49853845e-02 7.29734629e-02]
[ 1.95861964e-01 -1.33063382e-01 -1.83243041e-01 1.15756678e-01
-2.56919880e-01 -1.70695426e-01 2.46649166e-02 2.08952750e-01
2.44541534e-01 -3.16856829e-01]
[ 3.12738540e-02 9.46393592e-02 2.38743481e-01 2.30067577e-01
3.14922966e-02 -1.77309649e-01 -1.09959393e-01 -1.25430917e-01
-1.51806798e-01 -3.16591200e-01]
[ 5.74679749e-02 4.26445010e-02 -9.74248404e-02 -6.95466239e-03
9.22991103e-02 2.03862416e-02 -1.03138470e-01 -1.87031537e-01
6.91195236e-02 2.62472777e-01]
[ -1.00785387e-02 -8.33572941e-02 -7.03490135e-02 -6.57765238e-02
3.76143747e-02 -1.67442912e-01 1.21350500e-01 1.01627047e-02
2.65603265e-02 -5.22248843e-03]
[ -3.69242632e-03 -3.56732297e-02 2.24739536e-01 2.90219099e-02
-7.37773434e-02 -1.09665198e-01 2.23879360e-01 4.56976332e-02
-2.17448221e-01 5.87239000e-02]
[ 3.49213752e-02 -7.87329515e-02 8.70614381e-02 -4.57711162e-02
-6.81254373e-02 9.33432193e-02 1.84293392e-01 -2.66751864e-01
-5.51140040e-02 -1.46107820e-01]
[ -3.52999104e-02 8.65624925e-03 7.15845132e-02 -6.60716488e-02
8.31785539e-02 1.95509989e-01 1.73843707e-01 1.20497711e-01
-4.70863589e-02 1.43155055e-01]
[ 2.30222005e-01 7.06330536e-02 3.32288392e-02 9.35385671e-02
8.53744175e-03 -2.70433002e-02 -1.72768343e-01 1.48485487e-01
-4.39565758e-02 -1.32328901e-03]
[ -5.43824863e-02 -2.91846611e-01 -4.41126360e-02 -9.30043341e-02
3.15970000e-02 -5.58896724e-02 7.46790287e-02 5.66535419e-02
2.84600608e-02 4.03349881e-02]
[ -2.02789098e-01 3.69977173e-03 -3.34874170e-02 9.05587864e-02
-8.48674262e-02 -1.47560833e-01 -6.34987224e-02 -3.70694207e-02
4.78359283e-02 -5.21146106e-02]
[ -3.72000332e-02 1.63124592e-03 -7.88919650e-02 1.29562061e-01
1.38567801e-01 7.67655683e-02 1.33590264e-01 1.86436587e-01
-1.13816871e-02 1.59041103e-01]
[ 1.68510792e-01 3.30576824e-02 1.81930082e-01 8.61456308e-03
6.85340631e-02 1.55261462e-01 8.35352123e-02 1.80833994e-01
1.44131219e-01 -9.12557247e-02]
[ -1.14369421e-01 9.96630859e-02 2.16297799e-01 -4.30044720e-02
1.68421033e-01 1.61926475e-01 3.28497263e-02 -8.86519585e-03
-7.58882741e-02 -1.86472089e-02]
[ -1.03959835e-01 -2.52008978e-02 2.18261533e-02 8.01966530e-02
-9.98051850e-03 1.22372677e-01 2.79143399e-01 2.07793524e-02
-2.84968126e-01 -1.05334613e-01]
[ -1.65878922e-01 1.38901895e-01 -5.96334290e-02 -2.71612862e-01
-7.57143834e-02 8.21888196e-02 -6.74990682e-02 9.56958302e-02
-1.57717174e-01 1.22163421e-01]
[ 1.15669103e-01 -5.32092985e-02 -6.10918364e-02 -1.71022853e-02
-1.35934241e-01 -4.69210994e-02 -1.62756742e-01 1.38204472e-01
-6.31845356e-02 -3.60423072e-02]
[ 1.53678597e-01 -1.17218811e-01 -1.38845305e-01 2.13020705e-04
1.30697970e-01 -6.04660355e-02 -7.16313634e-02 -1.44568627e-01
1.33067596e-01 -9.04948814e-02]
[ -1.37282272e-01 1.58363463e-01 2.48450822e-01 -4.98501988e-02
2.19152976e-01 1.06735247e-01 -6.48326142e-03 -2.96012370e-01
-1.45884472e-01 -7.81716331e-02]
[ -3.27700552e-01 2.16070486e-01 2.40679035e-02 6.06588161e-03
-4.50365251e-02 -1.86420352e-01 -1.72504358e-01 2.33166478e-01
-7.52629882e-02 1.35475445e-01]
[ 1.41549516e-01 1.34604029e-01 -2.41294516e-01 -1.04970618e-01
8.47638156e-02 -2.82387531e-01 -1.13323482e-02 -1.68457290e-01
-1.63625779e-02 -1.91088280e-01]
[ 2.25183256e-01 -7.16845989e-02 7.27317348e-02 -2.87949677e-03
-9.91724752e-02 -4.13240541e-02 -1.02716916e-01 -1.40285888e-01
1.19722693e-01 -1.42507740e-01]
[ -1.04267601e-01 1.58591488e-03 1.17379448e-01 1.14581265e-01
-6.57188783e-02 -1.07606889e-01 2.18680250e-01 -7.18440201e-02
1.87899322e-01 -9.72704368e-04]
[ 1.99158895e-02 -8.96887230e-02 2.13892772e-01 -2.23784481e-01
4.94115220e-02 1.11959383e-01 -4.13665955e-02 -1.07894294e-01
3.18268445e-02 2.66237043e-01]]
[[-0.00356216]
[ 0.21654302]
[ 0.15724833]
[ 0.11114725]
[-0.52663123]
[-0.02149718]
[-0.18900243]
[-0.1707925 ]
[-0.00266071]
[ 0.23721895]]
Progress: 0.1% ... Training loss: 0.965 ... Validation loss: 1.398[[ 5.24822152e-02 5.67190623e-02 -2.18165159e-01 -1.76585246e-02
-3.54760083e-01 3.20350198e-02 8.91975542e-02 1.82158154e-01
-1.69342527e-01 2.93964319e-02]
[ 2.35572320e-02 2.05653223e-01 -1.35433691e-02 5.01698140e-02
5.63088279e-02 -1.10868640e-02 2.66463936e-01 3.95953591e-02
1.45237625e-01 -1.18037093e-02]
[ 1.51661931e-01 1.94742646e-01 -8.47733224e-02 9.09086495e-02
1.81172303e-01 -1.48955752e-02 -4.03400727e-01 6.01457525e-02
1.23848587e-01 2.28131133e-01]
[ 2.01381551e-02 -1.57559711e-01 -1.38423421e-01 3.84085014e-02
2.32218592e-02 1.17382332e-01 3.15568218e-02 -2.96779925e-02
8.79667935e-03 1.82448996e-01]
[ -1.69765790e-02 1.92971914e-01 -1.76930499e-01 2.99580659e-02
1.48851745e-01 -1.64218816e-01 7.18887164e-05 -9.88820219e-02
-2.12007010e-01 3.62080345e-02]
[ -3.50447712e-01 -2.18584210e-01 -2.69743154e-01 1.36365369e-01
1.00674720e-01 5.83463396e-02 -5.69089669e-02 -4.75012351e-02
-2.80398796e-02 5.78052965e-02]
[ -1.83212192e-03 -9.25757921e-02 6.96423805e-03 1.11151630e-01
-2.48016955e-01 -7.21541751e-02 1.21149713e-01 -1.80358830e-01
1.87164554e-01 6.13329653e-02]
[ 1.38233382e-01 -8.29982397e-02 3.70159026e-02 -4.21519626e-02
1.26262416e-02 -5.94244470e-02 -1.30663271e-01 1.30530250e-01
8.26380855e-02 3.40973120e-02]
[ -1.61473011e-01 -3.05568636e-02 -3.07175824e-01 -1.46444881e-03
-1.05467750e-01 7.52661006e-02 -2.82267236e-01 -2.13476216e-02
2.78019932e-01 -1.02273235e-01]
[ 3.25254048e-02 -1.71657202e-01 6.65372377e-02 -4.42018570e-03
4.79618264e-02 -7.70414828e-02 -6.95898826e-02 -8.06670309e-02
-4.28536606e-02 1.40878527e-01]
[ -7.85530538e-02 1.41972195e-01 -2.87112416e-03 -1.60221650e-01
-2.84193394e-02 3.63222264e-02 5.16741869e-02 -9.64208747e-02
-2.23556227e-02 -1.23518594e-01]
[ -3.71222508e-02 1.98141927e-01 -2.46562347e-02 8.34242477e-02
1.16206874e-02 5.63882335e-02 -2.39686083e-01 -2.77300534e-02
-1.03453113e-01 -7.68022733e-02]
[ -1.55526240e-01 7.44339350e-03 6.26751934e-02 2.38845963e-02
-1.77575545e-01 -2.20528165e-01 -1.82166703e-01 -1.96911553e-01
8.88657078e-02 1.76541033e-01]
[ -1.98490907e-01 -6.12838667e-02 1.36271533e-01 2.88946373e-01
-2.16928390e-01 -9.18724507e-02 -1.93378957e-01 -2.61892434e-01
-1.99343176e-01 4.62930431e-02]
[ 1.13305185e-01 -1.51465993e-02 -1.26007525e-02 1.06611598e-01
-2.28675608e-02 -7.72106014e-02 8.19511390e-02 -1.25181547e-03
1.71109416e-02 2.67651568e-02]
[ 6.90772850e-03 -9.71732337e-02 -2.25316049e-01 1.10081224e-01
3.59014123e-02 1.13125908e-01 -1.89209085e-02 -1.69427578e-02
-1.26315007e-01 -4.45526313e-02]
[ -1.25797002e-01 -3.55506613e-02 -2.05014584e-01 1.52779390e-01
-8.05353385e-02 1.34689495e-01 1.01383919e-03 -2.50395733e-01
6.06197922e-02 -2.00485933e-01]
[ -8.47805228e-02 -6.77555849e-02 2.64029987e-01 8.49401892e-02
1.45279207e-01 -4.97952966e-02 -1.09995479e-01 1.29313281e-01
5.99302340e-02 1.44454886e-02]
[ 8.90894623e-02 1.32468900e-01 1.06662122e-01 1.41139025e-01
-1.52093292e-01 -5.19688488e-02 1.14867013e-01 1.18692352e-01
-1.97138148e-03 5.15120820e-03]
[ 2.93441771e-02 -6.45958051e-02 -2.75721004e-01 -1.80805504e-02
1.18307221e-01 -1.12986988e-01 8.26674575e-02 1.61058872e-01
1.25220948e-01 1.23146167e-02]
[ 5.62811010e-02 5.73315875e-02 -1.20498775e-01 4.27866107e-02
-1.32077119e-01 3.26029848e-01 2.03528669e-01 2.08511349e-01
-1.68157236e-01 -4.28959524e-02]
[ -1.07893600e-02 -7.11080395e-02 1.01251160e-01 8.56694982e-02
4.70971678e-02 1.29751478e-01 -1.86233099e-01 -2.66842963e-02
1.96456724e-01 5.56497617e-02]
[ 9.44751396e-02 4.66185101e-02 -5.96139682e-02 -1.20889537e-01
-6.39776318e-02 -3.17669293e-01 1.36942039e-01 1.24261686e-02
1.32337351e-01 6.84883018e-02]
[ -9.66981892e-02 2.86602566e-02 -1.20415630e-02 2.53925311e-02
3.67439275e-03 -2.03049478e-01 -9.68566118e-02 -2.14337846e-02
1.52089720e-02 1.35607770e-01]
[ -1.28419593e-01 -3.37013767e-03 -1.86241378e-01 1.90995384e-02
-3.24784081e-01 -1.17981072e-02 -6.81880292e-02 -2.53332021e-02
1.96080957e-02 9.38106168e-02]
[ 7.69130523e-02 2.60300690e-01 -5.60772690e-03 1.73897581e-02
7.04918810e-03 1.99744396e-01 1.78909863e-01 9.62045381e-02
-8.11709196e-02 -1.80982123e-01]
[ 1.11196321e-01 3.78458865e-02 5.21052786e-02 9.99688609e-02
4.06546491e-02 1.01351574e-02 6.94332091e-02 7.24624169e-02
1.47429393e-01 -1.51145437e-01]
[ 1.26011093e-01 -4.55973488e-02 3.37341052e-02 4.70272855e-02
1.12726907e-01 -6.00018587e-02 7.02382605e-02 2.79453633e-02
-2.56390049e-01 -8.78996604e-03]
[ -2.55800245e-02 -1.54725737e-01 8.19106749e-02 -1.03283249e-02
8.27425002e-02 -1.88955750e-01 1.37131992e-01 -1.04213100e-01
6.44795557e-02 3.13504471e-01]
[ -1.60241196e-01 1.10921049e-02 1.36672281e-01 1.18582790e-01
3.37514545e-01 5.32681386e-02 -2.24799899e-02 2.72762806e-02
2.48931152e-02 8.05108048e-02]
[ -3.06368256e-02 2.15336814e-01 3.52944165e-01 -1.38408783e-02
-1.43381210e-01 -1.59210059e-01 1.31877899e-01 -7.58196439e-03
-9.40312846e-02 2.49329649e-01]
[ -3.75696131e-02 5.38552644e-02 -1.25906002e-01 2.06680403e-02
6.20387181e-02 -2.87224317e-01 -1.16886515e-01 1.59134755e-01
7.49832831e-02 3.08713916e-02]
[ 5.99090864e-02 7.49690164e-02 1.28956356e-01 -1.63167796e-01
1.96967993e-01 9.44595754e-02 3.73858994e-02 2.96031529e-01
2.49860555e-02 7.29163079e-02]
[ 1.95846786e-01 -1.32140085e-01 -1.82580668e-01 1.16229450e-01
-2.59040663e-01 -1.70783581e-01 2.38621214e-02 2.08222107e-01
2.44530850e-01 -3.15838485e-01]
[ 3.12732669e-02 9.47059178e-02 2.38773302e-01 2.30087134e-01
3.14034641e-02 -1.77313592e-01 -1.09989351e-01 -1.25468075e-01
-1.51807313e-01 -3.16543329e-01]
[ 5.74753917e-02 4.21722365e-02 -9.77592106e-02 -7.20258963e-03
9.34429716e-02 2.04332415e-02 -1.02722159e-01 -1.86690887e-01
6.91252450e-02 2.61951238e-01]
[ -1.00765339e-02 -8.34822857e-02 -7.04413248e-02 -6.58425278e-02
3.79206866e-02 -1.67431088e-01 1.21460754e-01 1.02540479e-02
2.65618907e-02 -5.35327411e-03]
[ -3.69736738e-03 -3.53485379e-02 2.24971235e-01 2.91847594e-02
-7.45595707e-02 -1.09697214e-01 2.23608945e-01 4.54618212e-02
-2.17452164e-01 5.90556965e-02]
[ 3.49039420e-02 -7.76440894e-02 8.78627436e-02 -4.51970095e-02
-7.06916915e-02 9.32340582e-02 1.83402061e-01 -2.67604005e-01
-5.51274133e-02 -1.44943604e-01]
[ -3.53043916e-02 8.92819525e-03 7.17752509e-02 -6.59321225e-02
8.25329946e-02 1.95483057e-01 1.73623077e-01 1.20293654e-01
-4.70897351e-02 1.43427902e-01]
[ 2.30223990e-01 7.05129046e-02 3.31385715e-02 9.34737160e-02
8.84082781e-03 -2.70304678e-02 -1.72656602e-01 1.48581349e-01
-4.39550926e-02 -1.45094525e-03]
[ -5.43825265e-02 -2.91843798e-01 -4.41048725e-02 -9.30025606e-02
3.15727671e-02 -5.58896480e-02 7.46739599e-02 5.66504955e-02
2.84599340e-02 4.03510506e-02]
[ -2.02813852e-01 5.10262079e-03 -3.23933267e-02 9.13501177e-02
-8.86638321e-02 -1.47707203e-01 -6.47410834e-02 -3.82562004e-02
4.78176672e-02 -5.04171275e-02]
[ -3.72091495e-02 2.20909053e-03 -7.85044280e-02 1.29857506e-01
1.37129570e-01 7.67091615e-02 1.33081780e-01 1.85968177e-01
-1.13886381e-02 1.59686871e-01]
[ 1.68502241e-01 3.35804107e-02 1.82303773e-01 8.88762281e-03
6.72807507e-02 1.55209403e-01 8.30791403e-02 1.80422832e-01
1.44124768e-01 -9.06771575e-02]
[ -1.14372767e-01 9.98659859e-02 2.16446065e-01 -4.28992902e-02
1.67951589e-01 1.61906124e-01 3.26794978e-02 -9.02628334e-03
-7.58907818e-02 -1.84336871e-02]
[ -1.03960586e-01 -2.51581848e-02 2.18567578e-02 8.02190559e-02
-1.00843697e-02 1.22368266e-01 2.79104990e-01 2.07461287e-02
-2.84968646e-01 -1.05288089e-01]
[ -1.65875415e-01 1.38691234e-01 -5.97870498e-02 -2.71729491e-01
-7.51971162e-02 8.22107721e-02 -6.73051029e-02 9.58667076e-02
-1.57714607e-01 1.21921514e-01]
[ 1.15674250e-01 -5.35121518e-02 -6.13074534e-02 -1.72663954e-02
-1.35193507e-01 -4.68900143e-02 -1.62489001e-01 1.38456516e-01
-6.31807451e-02 -3.63903382e-02]
[ 1.53681246e-01 -1.17286570e-01 -1.38926360e-01 1.53852293e-04
1.30972194e-01 -6.04522022e-02 -7.14801711e-02 -1.44473942e-01
1.33069065e-01 -9.06179662e-02]
[ -1.37281637e-01 1.58277634e-01 2.48401976e-01 -4.98960155e-02
2.19394443e-01 1.06743446e-01 -6.39406354e-03 -2.95969174e-01
-1.45883535e-01 -7.82599095e-02]
[ -3.27706643e-01 2.16412376e-01 2.43490519e-02 6.27551303e-03
-4.61022926e-02 -1.86450787e-01 -1.72822371e-01 2.32826729e-01
-7.52675637e-02 1.35955419e-01]
[ 1.41563096e-01 1.33749399e-01 -2.41929407e-01 -1.05420965e-01
8.68977716e-02 -2.82305710e-01 -1.06130662e-02 -1.67804730e-01
-1.63522448e-02 -1.92004622e-01]
[ 2.25183174e-01 -7.16663742e-02 7.27283281e-02 -2.88419876e-03
-9.92155152e-02 -4.13234973e-02 -1.02680695e-01 -1.40303310e-01
1.19722755e-01 -1.42498479e-01]
[ -1.04279141e-01 2.26630823e-03 1.17859184e-01 1.14939054e-01
-6.73868269e-02 -1.07676576e-01 2.18070338e-01 -7.23865288e-02
1.87890904e-01 -1.74477616e-04]
[ 1.99050496e-02 -8.90192894e-02 2.14379658e-01 -2.23438599e-01
4.77911425e-02 1.11891949e-01 -4.19363191e-02 -1.08418318e-01
3.18186080e-02 2.66925740e-01]]
[[ 0.00659967]
[ 0.23282509]
[ 0.15997898]
[ 0.11912055]
[-0.51972836]
[-0.01858385]
[-0.18940721]
[-0.15967376]
[ 0.00283197]
[ 0.24409981]]
Progress: 0.1% ... Training loss: 0.955 ... Validation loss: 1.373[[ 5.25385591e-02 5.88432841e-02 -2.16751989e-01 -1.65977430e-02
-3.59295790e-01 3.18676762e-02 8.76547578e-02 1.80797401e-01
-1.69316674e-01 3.15704410e-02]
[ 2.35536563e-02 2.05525382e-01 -1.36308406e-02 5.01047414e-02
5.66085535e-02 -1.10770237e-02 2.66566955e-01 3.96832361e-02
1.45236203e-01 -1.19173133e-02]
[ 1.51837280e-01 2.01021150e-01 -8.03398006e-02 9.42491052e-02
1.67000273e-01 -1.54069111e-02 -4.08334800e-01 5.58383995e-02
1.23925865e-01 2.34884022e-01]
[ 2.00590562e-02 -1.60180958e-01 -1.40207504e-01 3.70130312e-02
2.92690948e-02 1.17605044e-01 3.37111805e-02 -2.77873932e-02
8.76227063e-03 1.79704177e-01]
[ -1.69598360e-02 1.93337782e-01 -1.76541290e-01 3.02188823e-02
1.47799242e-01 -1.64273452e-01 -3.07898965e-04 -9.93110209e-02
-2.11998074e-01 3.65817757e-02]
[ -3.50496522e-01 -2.20294127e-01 -2.70986172e-01 1.35423088e-01
1.04744310e-01 5.84888149e-02 -5.54610634e-02 -4.62744765e-02
-2.80610410e-02 5.58810951e-02]
[ -1.82992935e-03 -9.24227520e-02 7.04014874e-03 1.11194414e-01
-2.48204810e-01 -7.21597335e-02 1.21047899e-01 -1.80445217e-01
1.87166020e-01 6.14626662e-02]
[ 1.38289033e-01 -8.09255532e-02 3.84190175e-02 -4.10841215e-02
8.13716404e-03 -5.95901124e-02 -1.32170602e-01 1.29175216e-01
8.26633449e-02 3.62537793e-02]
[ -1.61490768e-01 -3.11721380e-02 -3.07577007e-01 -1.78694730e-03
-1.04073068e-01 7.53154558e-02 -2.81750612e-01 -2.09153668e-02
2.78012237e-01 -1.02914580e-01]
[ 3.25205058e-02 -1.71672616e-01 6.64124382e-02 -4.51901112e-03
4.84192320e-02 -7.70304986e-02 -6.93516897e-02 -8.05274919e-02
-4.28544415e-02 1.40716446e-01]
[ -7.85547242e-02 1.41945678e-01 -2.88785194e-03 -1.60245496e-01
-2.82319616e-02 3.63269403e-02 5.16946257e-02 -9.63904708e-02
-2.23561817e-02 -1.23573419e-01]
[ -3.71244049e-02 1.98084393e-01 -2.46798834e-02 8.33927633e-02
1.17632428e-02 5.63931422e-02 -2.39589334e-01 -2.76824045e-02
-1.03453904e-01 -7.68647457e-02]
[ -1.55526240e-01 7.44339350e-03 6.26751934e-02 2.38845963e-02
-1.77575545e-01 -2.20528165e-01 -1.82166703e-01 -1.96911553e-01
8.88657078e-02 1.76541033e-01]
[ -1.98506490e-01 -6.18428525e-02 1.35860458e-01 2.88639794e-01
-2.15593915e-01 -9.18284928e-02 -1.92886653e-01 -2.61506170e-01
-1.99349484e-01 4.56610844e-02]
[ 1.13295733e-01 -1.54570498e-02 -1.28362905e-02 1.06433979e-01
-2.20929675e-02 -7.71838521e-02 8.21920268e-02 -1.01761714e-03
1.71066706e-02 2.63972832e-02]
[ 6.88410807e-03 -9.80096991e-02 -2.25896951e-01 1.09633667e-01
3.78181163e-02 1.13194796e-01 -1.82311739e-02 -1.63577709e-02
-1.26325193e-01 -4.54451917e-02]
[ -1.25795227e-01 -3.54579095e-02 -2.04976118e-01 1.52804804e-01
-8.07062445e-02 1.34685819e-01 9.50184596e-04 -2.50446996e-01
6.06206322e-02 -2.00439237e-01]
[ -8.47753861e-02 -6.75378224e-02 2.64160035e-01 8.50369783e-02
1.44904599e-01 -4.98090411e-02 -1.10145353e-01 1.29179738e-01
5.99325222e-02 1.46480619e-02]
[ 8.90969519e-02 1.32763290e-01 1.06879036e-01 1.41291877e-01
-1.52713162e-01 -5.19918598e-02 1.14632179e-01 1.18499672e-01
-1.96774073e-03 5.49620960e-03]
[ 2.93648788e-02 -6.38332549e-02 -2.75212324e-01 -1.76887289e-02
1.16667337e-01 -1.13047134e-01 8.20888288e-02 1.60546838e-01
1.25230378e-01 1.30488185e-02]
[ 5.62880306e-02 5.75882371e-02 -1.20309469e-01 4.29317627e-02
-1.32655414e-01 3.26006166e-01 2.03346884e-01 2.08358198e-01
-1.68153942e-01 -4.25738572e-02]
[ -1.07635877e-02 -7.01564147e-02 1.01886616e-01 8.61491521e-02
4.50412211e-02 1.29677497e-01 -1.86898392e-01 -2.73168110e-02
1.96467998e-01 5.66446197e-02]
[ 9.44655667e-02 4.62877147e-02 -5.98248739e-02 -1.21060248e-01
-6.32035189e-02 -3.17642368e-01 1.37215883e-01 1.26645515e-02
1.32333352e-01 6.81471596e-02]
[ -9.66978439e-02 2.86807528e-02 -1.20327951e-02 2.53983150e-02
3.63834518e-03 -2.03050676e-01 -9.68649494e-02 -2.14426049e-02
1.52091435e-02 1.35624699e-01]
[ -1.28438237e-01 -4.02913045e-03 -1.86695771e-01 1.87503807e-02
-3.23321069e-01 -1.17445824e-02 -6.76470112e-02 -2.48754366e-02
1.95997892e-02 9.31024180e-02]
[ 7.68979244e-02 2.59759529e-01 -5.98117467e-03 1.71093166e-02
8.24140670e-03 1.99787441e-01 1.79322616e-01 9.65720497e-02
-8.11774406e-02 -1.81542374e-01]
[ 1.11189501e-01 3.75941391e-02 5.19263941e-02 9.98350478e-02
4.12057631e-02 1.01562217e-02 6.96391901e-02 7.26387709e-02
1.47426193e-01 -1.51420195e-01]
[ 1.26007513e-01 -4.57266073e-02 3.36577893e-02 4.69622105e-02
1.13003587e-01 -5.99915158e-02 7.03432422e-02 2.80342279e-02
-2.56391576e-01 -8.92593082e-03]
[ -2.56050058e-02 -1.55598543e-01 8.12950362e-02 -1.07892625e-02
8.47413221e-02 -1.88884961e-01 1.37850617e-01 -1.03619307e-01
6.44688026e-02 3.12657913e-01]
[ -1.60266157e-01 1.02886416e-02 1.36063849e-01 1.18130351e-01
3.39491966e-01 5.33396477e-02 -2.17477629e-02 2.78883375e-02
2.48826484e-02 7.96060311e-02]
[ -3.06616501e-02 2.14465961e-01 3.52346565e-01 -1.42990547e-02
-1.41548337e-01 -1.59143431e-01 1.32572571e-01 -6.98943633e-03
-9.40415616e-02 2.48429234e-01]
[ -3.75762294e-02 5.36282400e-02 -1.26057080e-01 2.05485158e-02
6.25530768e-02 -2.87205938e-01 -1.16700808e-01 1.59290077e-01
7.49804598e-02 3.06405402e-02]
[ 5.99198767e-02 7.54166760e-02 1.29236902e-01 -1.62953909e-01
1.96035666e-01 9.44265257e-02 3.70426894e-02 2.95765770e-01
2.49911272e-02 7.33318159e-02]
[ 1.95856900e-01 -1.31765539e-01 -1.82342536e-01 1.16416346e-01
-2.59772212e-01 -1.70811116e-01 2.35669968e-02 2.07979036e-01
2.44535074e-01 -3.15460395e-01]
[ 3.12830857e-02 9.50456786e-02 2.39017253e-01 2.30263166e-01
3.07012980e-02 -1.77341891e-01 -1.10241930e-01 -1.25706397e-01
-1.51803058e-01 -3.16190394e-01]
[ 5.74728667e-02 4.20796918e-02 -9.78229373e-02 -7.25189989e-03
9.36583430e-02 2.04407340e-02 -1.02642702e-01 -1.86633565e-01
6.91241078e-02 2.61845544e-01]
[ -1.00718362e-02 -8.33095106e-02 -7.03196785e-02 -6.57569502e-02
3.75778769e-02 -1.67444258e-01 1.21317322e-01 1.01363469e-02
2.65639042e-02 -5.17437401e-03]
[ -3.69006736e-03 -3.50756876e-02 2.25159624e-01 2.93237371e-02
-7.51659571e-02 -1.09718672e-01 2.23417646e-01 4.52796919e-02
-2.17448954e-01 5.93369645e-02]
[ 3.49077950e-02 -7.75147639e-02 8.79550980e-02 -4.51296873e-02
-7.09817728e-02 9.32226412e-02 1.83299623e-01 -2.67698818e-01
-5.51254138e-02 -1.44806001e-01]
[ -3.52969752e-02 9.19567061e-03 7.19583601e-02 -6.57985858e-02
8.19503737e-02 1.95461740e-01 1.73407291e-01 1.20111670e-01
-4.70865686e-02 1.43699711e-01]
[ 2.30233343e-01 7.08416035e-02 3.33768873e-02 9.36518941e-02
8.04709093e-03 -2.70589166e-02 -1.72899600e-01 1.48348457e-01
-4.39508503e-02 -1.11887843e-03]
[ -5.43598663e-02 -2.91034449e-01 -4.35531021e-02 -9.25854647e-02
2.98085482e-02 -5.59535626e-02 7.40632198e-02 5.61224624e-02
2.84696571e-02 4.11979572e-02]
[ -2.02796285e-01 5.71928632e-03 -3.19867484e-02 9.16647356e-02
-8.99872223e-02 -1.47756072e-01 -6.52294815e-02 -3.86658023e-02
4.78252315e-02 -4.97887154e-02]
[ -3.72037204e-02 2.40270098e-03 -7.83589594e-02 1.29955005e-01
1.36801009e-01 7.66949889e-02 1.32953696e-01 1.85843408e-01
-1.13862328e-02 1.59825345e-01]
[ 1.68510557e-01 3.38910065e-02 1.82517731e-01 9.05069501e-03
6.65896769e-02 1.55184362e-01 8.28281151e-02 1.80210249e-01
1.44128539e-01 -9.03456930e-02]
[ -1.14372244e-01 9.98857517e-02 2.16452153e-01 -4.28900893e-02
1.67909187e-01 1.61904632e-01 3.26668534e-02 -9.03980613e-03
-7.58904895e-02 -1.83962204e-02]
[ -1.03960103e-01 -2.51331281e-02 2.18688850e-02 8.02277072e-02
-1.01208670e-02 1.22366924e-01 2.79088314e-01 2.07364572e-02
-2.84968435e-01 -1.05271728e-01]
[ -1.65880012e-01 1.38519191e-01 -5.99027399e-02 -2.71819480e-01
-7.48041473e-02 8.22247923e-02 -6.71624230e-02 9.59827050e-02
-1.57716652e-01 1.21738207e-01]
[ 1.15661238e-01 -5.39588488e-02 -6.16142491e-02 -1.75013880e-02
-1.34190174e-01 -4.68531536e-02 -1.62116271e-01 1.38769211e-01
-6.31862747e-02 -3.68744079e-02]
[ 1.53689027e-01 -1.16959498e-01 -1.38719565e-01 2.97869048e-04
1.30285271e-01 -6.04740749e-02 -7.16997611e-02 -1.44671746e-01
1.33072665e-01 -9.03237801e-02]
[ -1.37298401e-01 1.57674767e-01 2.47984109e-01 -5.02084000e-02
2.20780032e-01 1.06790856e-01 -5.89776449e-03 -2.95572776e-01
-1.45890690e-01 -7.88527410e-02]
[ -3.27695748e-01 2.16782696e-01 2.45927574e-02 6.45829226e-03
-4.68385497e-02 -1.86479723e-01 -1.73095537e-01 2.32605131e-01
-7.52628854e-02 1.36344472e-01]
[ 1.41558249e-01 1.33629918e-01 -2.42009804e-01 -1.05493102e-01
8.71963407e-02 -2.82297381e-01 -1.05014622e-02 -1.67729718e-01
-1.63533947e-02 -1.92153728e-01]
[ 2.25184278e-01 -7.15632184e-02 7.27653214e-02 -2.85215250e-03
-9.93142722e-02 -4.13275534e-02 -1.02715898e-01 -1.40322936e-01
1.19723431e-01 -1.42445928e-01]
[ -1.04281818e-01 2.17786506e-03 1.17789397e-01 1.14884087e-01
-6.71426244e-02 -1.07668212e-01 2.18161024e-01 -7.23128370e-02
1.87889632e-01 -2.73236997e-04]
[ 1.99008349e-02 -8.91085111e-02 2.14295039e-01 -2.23512109e-01
4.81720593e-02 1.11903318e-01 -4.17515677e-02 -1.08306799e-01
3.18170998e-02 2.66751268e-01]]
[[ 0.01393457]
[ 0.23717221]
[ 0.15613502]
[ 0.11669349]
[-0.52067991]
[-0.02371202]
[-0.20306548]
[-0.15368179]
[ 0.00430825]
[ 0.2434472 ]]
Progress: 0.2% ... Training loss: 0.948 ... Validation loss: 1.371[[ 5.27295362e-02 6.20814307e-02 -2.14693905e-01 -1.49728572e-02
-3.66531433e-01 3.15454374e-02 8.50066917e-02 1.78685897e-01
-1.69257347e-01 3.49711540e-02]
[ 2.35448415e-02 2.05372821e-01 -1.37299069e-02 5.00302211e-02
5.69394815e-02 -1.10618883e-02 2.66684678e-01 3.97798140e-02
1.45233607e-01 -1.20712887e-02]
[ 1.52165575e-01 2.06581445e-01 -7.66502289e-02 9.71090453e-02
1.54405853e-01 -1.59758052e-02 -4.13021560e-01 5.21247938e-02
1.24030185e-01 2.40834001e-01]
[ 1.96501316e-02 -1.67007704e-01 -1.44632329e-01 3.35131350e-02
4.45322214e-02 1.18311048e-01 3.95477296e-02 -2.31987090e-02
8.63448675e-03 1.72656280e-01]
[ -1.67721832e-02 1.96340057e-01 -1.74476621e-01 3.18317025e-02
1.40716177e-01 -1.64589710e-01 -2.93734703e-03 -1.01424135e-01
-2.11937591e-01 3.97731520e-02]
[ -3.50459629e-01 -2.19730372e-01 -2.70704548e-01 1.35700047e-01
1.03395408e-01 5.84331002e-02 -5.59608924e-02 -4.66587548e-02
-2.80505899e-02 5.64748812e-02]
[ -1.74777622e-03 -9.10536241e-02 7.95644535e-03 1.11885239e-01
-2.51300476e-01 -7.22959277e-02 1.19853797e-01 -1.81323632e-01
1.87191595e-01 6.29349733e-02]
[ 1.38295296e-01 -8.07616201e-02 3.84887537e-02 -4.10191907e-02
7.87296172e-03 -5.96008108e-02 -1.32195348e-01 1.29111849e-01
8.26661618e-02 3.64803149e-02]
[ -1.61489604e-01 -3.11164361e-02 -3.07539291e-01 -1.78266684e-03
-1.04069232e-01 7.53164570e-02 -2.81717577e-01 -2.09172265e-02
2.78012116e-01 -1.02921651e-01]
[ 3.26083094e-02 -1.70089928e-01 6.73375037e-02 -3.78975023e-03
4.51836545e-02 -7.71768857e-02 -7.04744057e-02 -8.14733949e-02
-4.28267021e-02 1.42379079e-01]
[ -7.84623864e-02 1.43440269e-01 -1.94504753e-03 -1.59479804e-01
-3.17158863e-02 3.61792851e-02 5.03598423e-02 -9.73752708e-02
-2.23285556e-02 -1.21998559e-01]
[ -3.71780734e-02 1.97159632e-01 -2.52423799e-02 8.29348057e-02
1.37778111e-02 5.64855785e-02 -2.38817477e-01 -2.70796209e-02
-1.03470548e-01 -7.78166805e-02]
[ -1.55526240e-01 7.44339350e-03 6.26751934e-02 2.38845963e-02
-1.77575545e-01 -2.20528165e-01 -1.82166703e-01 -1.96911553e-01
8.88657078e-02 1.76541033e-01]
[ -1.98532111e-01 -6.23078578e-02 1.35534930e-01 2.88391601e-01
-2.14545600e-01 -9.17794281e-02 -1.92469700e-01 -2.61190748e-01
-1.99358140e-01 4.51541429e-02]
[ 1.13299188e-01 -1.54344932e-02 -1.28423855e-02 1.06454573e-01
-2.21831279e-02 -7.71886606e-02 8.21472808e-02 -1.04955174e-03
1.71075443e-02 2.64395059e-02]
[ 6.92614894e-03 -9.72603715e-02 -2.25450377e-01 1.10002170e-01
3.61342752e-02 1.13123379e-01 -1.88729141e-02 -1.68480820e-02
-1.26311956e-01 -4.46769939e-02]
[ -1.25728353e-01 -3.43713984e-02 -2.04256178e-01 1.53360945e-01
-8.32141076e-02 1.34575716e-01 -1.09855238e-05 -2.51141604e-01
6.06414808e-02 -1.99272705e-01]
[ -8.47648235e-02 -6.73536934e-02 2.64283098e-01 8.51263051e-02
1.44503098e-01 -4.98260294e-02 -1.10290709e-01 1.29063556e-01
5.99357559e-02 1.48227955e-02]
[ 8.91195374e-02 1.33133963e-01 1.07130300e-01 1.41482277e-01
-1.53545769e-01 -5.20314636e-02 1.14298191e-01 1.18242540e-01
-1.96089368e-03 5.93357346e-03]
[ 2.93453441e-02 -6.41627883e-02 -2.75424833e-01 -1.78530073e-02
1.17368135e-01 -1.13013697e-01 8.23607531e-02 1.60752345e-01
1.25224567e-01 1.27612737e-02]
[ 5.62919174e-02 5.76635912e-02 -1.20265816e-01 4.29647764e-02
-1.32776279e-01 3.25999971e-01 2.03307985e-01 2.08310065e-01
-1.68152713e-01 -4.24597586e-02]
[ -1.06978805e-02 -6.89995880e-02 1.02610600e-01 8.67133830e-02
4.25797940e-02 1.29564380e-01 -1.87749378e-01 -2.80206512e-02
1.96488670e-01 5.78079360e-02]
[ 9.44410135e-02 4.58893748e-02 -6.00814077e-02 -1.21265381e-01
-6.23118018e-02 -3.17597886e-01 1.37571458e-01 1.29365777e-02
1.32325727e-01 6.77045598e-02]
[ -9.67134524e-02 2.84330728e-02 -1.21993246e-02 2.52592825e-02
4.27670453e-03 -2.03022711e-01 -9.66216488e-02 -2.12577920e-02
1.52040785e-02 1.35329659e-01]
[ -1.28441560e-01 -4.08143191e-03 -1.86731681e-01 1.87218046e-02
-3.23206928e-01 -1.17389043e-02 -6.76035226e-02 -2.48389824e-02
1.95987284e-02 9.30536379e-02]
[ 7.68697282e-02 2.59268338e-01 -6.30853158e-03 1.68578013e-02
9.32209559e-03 1.99837307e-01 1.79741843e-01 9.68989284e-02
-8.11864754e-02 -1.82062571e-01]
[ 1.11176082e-01 3.73649561e-02 5.17806721e-02 9.97223706e-02
4.17047092e-02 1.01790543e-02 6.98235643e-02 7.27767503e-02
1.47422106e-01 -1.51645823e-01]
[ 1.25963392e-01 -4.64341819e-02 3.31880396e-02 4.65874524e-02
1.14657029e-01 -5.99162757e-02 7.09851329e-02 2.85243973e-02
-2.56405076e-01 -9.69990717e-03]
[ -2.56626631e-02 -1.56563283e-01 8.06405403e-02 -1.12847424e-02
8.69199154e-02 -1.88785052e-01 1.38693362e-01 -1.02976221e-01
6.44508382e-02 3.11808315e-01]
[ -1.60302852e-01 9.65627870e-03 1.35663746e-01 1.17817194e-01
3.40840793e-01 5.34032267e-02 -2.12254471e-02 2.83017611e-02
2.48711535e-02 7.89742135e-02]
[ -3.06769500e-02 2.14201994e-01 3.52185130e-01 -1.44287323e-02
-1.40985159e-01 -1.59117173e-01 1.32795684e-01 -6.81907540e-03
-9.40462903e-02 2.48203681e-01]
[ -3.75926495e-02 5.33681321e-02 -1.26230909e-01 2.04099639e-02
6.31283922e-02 -2.87178092e-01 -1.16464403e-01 1.59469428e-01
7.49754539e-02 3.03521335e-02]
[ 5.99530667e-02 7.59719592e-02 1.29604693e-01 -1.62672968e-01
1.94805769e-01 9.43702399e-02 3.65651940e-02 2.95426166e-01
2.50013530e-02 7.38952649e-02]
[ 1.95881590e-01 -1.31320447e-01 -1.82068221e-01 1.16620182e-01
-2.60687446e-01 -1.70853809e-01 2.31965194e-02 2.07717908e-01
2.44542378e-01 -3.15037612e-01]
[ 3.12823700e-02 9.50248723e-02 2.39005546e-01 2.30254187e-01
3.07434363e-02 -1.77340553e-01 -1.10234140e-01 -1.25700868e-01
-1.51803140e-01 -3.16198298e-01]
[ 5.74778449e-02 4.21503246e-02 -9.77681594e-02 -7.21148608e-03
9.35011750e-02 2.04321582e-02 -1.02717961e-01 -1.86680145e-01
6.91255640e-02 2.61932835e-01]
[ -1.00800970e-02 -8.34699423e-02 -7.04244618e-02 -6.58358337e-02
3.79238131e-02 -1.67429433e-01 1.21447839e-01 1.02314551e-02
2.65611499e-02 -5.33612904e-03]
[ -3.64399643e-03 -3.42857739e-02 2.25684042e-01 2.97147889e-02
-7.68650196e-02 -1.09795924e-01 2.22766222e-01 4.47649017e-02
-2.17434716e-01 6.01175656e-02]
[ 3.49240801e-02 -7.72329887e-02 8.81364387e-02 -4.49885901e-02
-7.16143405e-02 9.31946990e-02 1.83067578e-01 -2.67880449e-01
-5.51203032e-02 -1.44513774e-01]
[ -3.52403907e-02 1.01241200e-02 7.25581645e-02 -6.53175703e-02
7.98688146e-02 1.95366020e-01 1.72618330e-01 1.19476675e-01
-4.70687542e-02 1.44660252e-01]
[ 2.30254544e-01 7.12213270e-02 3.36133999e-02 9.38376799e-02
7.19120204e-03 -2.70964578e-02 -1.73193461e-01 1.48103257e-01
-4.39437564e-02 -7.12551292e-04]
[ -5.43036932e-02 -2.90072056e-01 -4.29484922e-02 -9.21063960e-02
2.77079886e-02 -5.60451986e-02 7.33126768e-02 5.55084647e-02
2.84872231e-02 4.21441439e-02]
[ -2.02782957e-01 5.91059845e-03 -3.18509607e-02 9.17767469e-02
-9.04881554e-02 -1.47776213e-01 -6.54193555e-02 -3.87927522e-02
4.78293851e-02 -4.95598945e-02]
[ -3.71314954e-02 3.64686294e-03 -7.75891935e-02 1.30577079e-01
1.34005777e-01 7.65696759e-02 1.31892677e-01 1.85025578e-01
-1.13640112e-02 1.61112060e-01]
[ 1.68538807e-01 3.43678840e-02 1.82832523e-01 9.29092083e-03
6.55506546e-02 1.55135989e-01 8.24080735e-02 1.79891870e-01
1.44137239e-01 -8.98489277e-02]
[ -1.14363089e-01 1.00042695e-01 2.16557152e-01 -4.28126740e-02
1.67557457e-01 1.61888756e-01 3.25465487e-02 -9.14435240e-03
-7.58875928e-02 -1.82373578e-02]
[ -1.03967092e-01 -2.52552217e-02 2.17780966e-02 8.01603945e-02
-9.82237318e-03 1.22380769e-01 2.79188702e-01 2.08222859e-02
-2.84970901e-01 -1.05405467e-01]
[ -1.65886742e-01 1.38399056e-01 -5.99758072e-02 -2.71877146e-01
-7.45412635e-02 8.22370288e-02 -6.70581641e-02 9.60614172e-02
-1.57718876e-01 1.21611675e-01]
[ 1.15640085e-01 -5.43162952e-02 -6.18647513e-02 -1.76906710e-02
-1.33384699e-01 -4.68151868e-02 -1.61783631e-01 1.39020497e-01
-6.31929916e-02 -3.72743122e-02]
[ 1.53760132e-01 -1.15709021e-01 -1.37962703e-01 8.93321497e-04
1.27660682e-01 -6.05893105e-02 -7.26602309e-02 -1.45456569e-01
1.33094766e-01 -8.90582009e-02]
[ -1.37267145e-01 1.58209477e-01 2.48321902e-01 -4.99450382e-02
2.19612370e-01 1.06736930e-01 -6.36934198e-03 -2.95914323e-01
-1.45881145e-01 -7.83021689e-02]
[ -3.27647657e-01 2.17564623e-01 2.50707604e-02 6.83292240e-03
-4.85226799e-02 -1.86556740e-01 -1.73715523e-01 2.32133530e-01
-7.52488236e-02 1.37132274e-01]
[ 1.41581052e-01 1.33990879e-01 -2.41747317e-01 -1.05291648e-01
8.62769724e-02 -2.82334266e-01 -1.08227535e-02 -1.67988271e-01
-1.63460466e-02 -1.91746341e-01]
[ 2.25165727e-01 -7.18885096e-02 7.25523909e-02 -3.01103096e-03
-9.86524564e-02 -4.12958979e-02 -1.02419220e-01 -1.40114348e-01
1.19717703e-01 -1.42762095e-01]
[ -1.04302810e-01 1.83798207e-03 1.17557398e-01 1.14711846e-01
-6.63654477e-02 -1.07632042e-01 2.18450587e-01 -7.20820863e-02
1.87883316e-01 -6.10917587e-04]
[ 1.98935947e-02 -8.92188922e-02 2.14210197e-01 -2.23578893e-01
4.84238822e-02 1.11916950e-01 -4.16501262e-02 -1.08217534e-01
3.18148099e-02 2.66679335e-01]]
[[ 0.03414731]
[ 0.26518152]
[ 0.16952202]
[ 0.1364623 ]
[-0.50228589]
[-0.00853833]
[-0.19368182]
[-0.13308407]
[ 0.02187572]
[ 0.26206811]]
Progress: 0.2% ... Training loss: 0.943 ... Validation loss: 1.322[[ 5.29240731e-02 6.37735880e-02 -2.13672260e-01 -1.41685249e-02
-3.69240998e-01 3.14945376e-02 8.39452785e-02 1.78040226e-01
-1.69129181e-01 3.65494699e-02]
[ 2.35284318e-02 2.05235619e-01 -1.38071312e-02 4.99596126e-02
5.71965584e-02 -1.10579072e-02 2.66784915e-01 3.98480823e-02
1.45222545e-01 -1.21929400e-02]
[ 1.52893541e-01 2.12162875e-01 -7.29142927e-02 1.00194996e-01
1.43145377e-01 -1.61642900e-02 -4.17061281e-01 4.93258828e-02
1.24505622e-01 2.46792264e-01]
[ 1.88124018e-02 -1.73332926e-01 -1.48800728e-01 3.01123165e-02
5.64176295e-02 1.18520510e-01 4.40655049e-02 -2.00023468e-02
8.09918086e-03 1.66291433e-01]
[ -1.67970209e-02 1.95904289e-01 -1.74656531e-01 3.16961144e-02
1.41276663e-01 -1.64581042e-01 -2.70063532e-03 -1.01388839e-01
-2.11955782e-01 3.94150476e-02]
[ -3.50714887e-01 -2.21566735e-01 -2.71993591e-01 1.34627431e-01
1.07417119e-01 5.84991791e-02 -5.45109462e-02 -4.56348775e-02
-2.82157608e-02 5.44678491e-02]
[ -1.85071263e-03 -9.18750724e-02 7.42488548e-03 1.11443285e-01
-2.49529789e-01 -7.22679708e-02 1.20486647e-01 -1.80886995e-01
1.87121386e-01 6.21058146e-02]
[ 1.38404707e-01 -7.98528466e-02 3.90493202e-02 -4.05529597e-02
6.18802545e-03 -5.96297545e-02 -1.32753850e-01 1.28752424e-01
8.27379617e-02 3.74659996e-02]
[ -1.61534574e-01 -3.14135666e-02 -3.07747180e-01 -1.95548054e-03
-1.03483058e-01 7.53280675e-02 -2.81463894e-01 -2.07485487e-02
2.77987676e-01 -1.03241826e-01]
[ 3.23519209e-02 -1.71936214e-01 6.60302792e-02 -4.87334741e-03
4.93344331e-02 -7.71087510e-02 -6.89045750e-02 -8.03851734e-02
-4.29895344e-02 1.40393951e-01]
[ -7.84183266e-02 1.43844914e-01 -1.71063879e-03 -1.59293673e-01
-3.23866165e-02 3.61674998e-02 5.01065419e-02 -9.75035520e-02
-2.23025843e-02 -1.21619085e-01]
[ -3.72594986e-02 1.96555106e-01 -2.56374899e-02 8.26111201e-02
1.49913972e-02 5.65059315e-02 -2.38356030e-01 -2.67697944e-02
-1.03521708e-01 -7.83817080e-02]
[ -1.55526240e-01 7.44339350e-03 6.26751934e-02 2.38845963e-02
-1.77575545e-01 -2.20528165e-01 -1.82166703e-01 -1.96911553e-01
8.88657078e-02 1.76541033e-01]
[ -1.98590176e-01 -6.26943430e-02 1.35236048e-01 2.88149454e-01
-2.13644346e-01 -9.17638281e-02 -1.92135112e-01 -2.60972770e-01
-1.99395877e-01 4.46662333e-02]
[ 1.13196562e-01 -1.61889154e-02 -1.33653996e-02 1.06014228e-01
-2.04870944e-02 -7.71625814e-02 8.27173548e-02 -6.16102875e-04
1.70403246e-02 2.56270695e-02]
[ 6.80082447e-03 -9.81989692e-02 -2.26053558e-01 1.09492524e-01
3.80013514e-02 1.13155165e-01 -1.81739964e-02 -1.63625530e-02
-1.26391362e-01 -4.56123529e-02]
[ -1.25729006e-01 -3.44002527e-02 -2.04291334e-01 1.53336911e-01
-8.29921625e-02 1.34577470e-01 4.72781572e-05 -2.51102017e-01
6.06381975e-02 -1.99337261e-01]
[ -8.47847133e-02 -6.75093485e-02 2.64174743e-01 8.50413320e-02
1.44800162e-01 -4.98206781e-02 -1.10172848e-01 1.29144039e-01
5.99218687e-02 1.46569012e-02]
[ 8.90718620e-02 1.32765188e-01 1.06886686e-01 1.41284299e-01
-1.52804004e-01 -5.20197414e-02 1.14579391e-01 1.18437610e-01
-1.99189318e-03 5.58367362e-03]
[ 2.94293317e-02 -6.35197708e-02 -2.75000597e-01 -1.75088768e-02
1.16103117e-01 -1.13034446e-01 8.19692055e-02 1.60492872e-01
1.25277191e-01 1.34806156e-02]
[ 5.63714085e-02 5.83437837e-02 -1.19849601e-01 4.33107727e-02
-1.34011171e-01 3.25978631e-01 2.02838110e-01 2.07991658e-01
-1.68098510e-01 -4.17722935e-02]
[ -1.07498661e-02 -6.94030310e-02 1.02345642e-01 8.65012850e-02
4.33320514e-02 1.29577471e-01 -1.87469506e-01 -2.78132705e-02
1.96456291e-01 5.74133267e-02]
[ 9.44155072e-02 4.57009877e-02 -6.01956621e-02 -1.21366058e-01
-6.19356478e-02 -3.17591619e-01 1.37717523e-01 1.30342941e-02
1.32311200e-01 6.75131593e-02]
[ -9.66989020e-02 2.85650985e-02 -1.21222110e-02 2.53241916e-02
4.04654240e-03 -2.03025822e-01 -9.67015240e-02 -2.13198878e-02
1.52145287e-02 1.35458236e-01]
[ -1.28481616e-01 -4.35821553e-03 -1.86925758e-01 1.85575158e-02
-3.22636771e-01 -1.17286532e-02 -6.73710875e-02 -2.46864350e-02
1.95728690e-02 9.27496371e-02]
[ 7.67675114e-02 2.58493321e-01 -6.81847784e-03 1.64435021e-02
1.08343855e-02 1.99863240e-01 1.80323097e-01 9.72964812e-02
-8.12517660e-02 -1.82857918e-01]
[ 1.11000863e-01 3.60062889e-02 5.09053364e-02 9.90042463e-02
4.43412639e-02 1.02243720e-02 7.08231154e-02 7.34509436e-02
1.47309499e-01 -1.52982457e-01]
[ 1.25798528e-01 -4.77026042e-02 3.23429840e-02 4.59069211e-02
1.17163945e-01 -5.98734918e-02 7.19289350e-02 2.91761467e-02
-2.56512225e-01 -1.09677937e-02]
[ -2.57400067e-02 -1.57162172e-01 8.02726598e-02 -1.16047391e-02
8.80766130e-02 -1.88765510e-01 1.39122278e-01 -1.02671333e-01
6.44003346e-02 3.11233264e-01]
[ -1.60400245e-01 8.91514167e-03 1.35176569e-01 1.17413690e-01
3.42299266e-01 5.34281538e-02 -2.06771440e-02 2.86947807e-02
2.48083970e-02 7.82618208e-02]
[ -3.07923881e-02 2.13335459e-01 3.51594033e-01 -1.49055396e-02
-1.39334707e-01 -1.59088565e-01 1.33459917e-01 -6.35393958e-03
-9.41193241e-02 2.47316870e-01]
[ -3.76197589e-02 5.31490936e-02 -1.26370601e-01 2.02931294e-02
6.35536164e-02 -2.87171210e-01 -1.16304769e-01 1.59580048e-01
7.49576793e-02 3.01344656e-02]
[ 6.00216444e-02 7.65272042e-02 1.29935431e-01 -1.62390075e-01
1.93735783e-01 9.43522630e-02 3.61547034e-02 2.95169368e-01
2.50476299e-02 7.44467335e-02]
[ 1.96025231e-01 -1.30201021e-01 -1.81351963e-01 1.17210420e-01
-2.62606390e-01 -1.70890319e-01 2.24163424e-02 2.07199772e-01
2.44634364e-01 -3.13924803e-01]
[ 3.12909455e-02 9.50976997e-02 2.39053644e-01 2.30291640e-01
3.06135253e-02 -1.77342980e-01 -1.10289002e-01 -1.25737839e-01
-1.51797272e-01 -3.16124434e-01]
[ 5.74443523e-02 4.19009854e-02 -9.79303397e-02 -7.35060797e-03
9.40168762e-02 2.04408197e-02 -1.02527509e-01 -1.86557257e-01
6.91031603e-02 2.61681277e-01]
[ -1.00881593e-02 -8.35176841e-02 -7.04722241e-02 -6.58717239e-02
3.80593230e-02 -1.67426928e-01 1.21495474e-01 1.02676203e-02
2.65554221e-02 -5.40157597e-03]
[ -3.63432709e-03 -3.41948725e-02 2.25738930e-01 2.97593293e-02
-7.70129897e-02 -1.09798874e-01 2.22703995e-01 4.47260958e-02
-2.17427753e-01 6.02064074e-02]
[ 3.49737827e-02 -7.68558020e-02 8.83782101e-02 -4.47948200e-02
-7.22814646e-02 9.31826425e-02 1.82791288e-01 -2.68046451e-01
-5.50894380e-02 -1.44141532e-01]
[ -3.52125436e-02 1.03668148e-02 7.27107348e-02 -6.51957070e-02
7.94510444e-02 1.95358403e-01 1.72455750e-01 1.19361345e-01
-4.70513133e-02 1.44891132e-01]
[ 2.30219312e-01 7.09630229e-02 3.34323884e-02 9.36967069e-02
7.72042262e-03 -2.70882626e-02 -1.72974442e-01 1.48241724e-01
-4.39657960e-02 -9.89435788e-04]
[ -5.41950591e-02 -2.89216847e-01 -4.23962798e-02 -9.16600485e-02
2.61145815e-02 -5.60718787e-02 7.27012262e-02 5.50855668e-02
2.85574060e-02 4.29956462e-02]
[ -2.02701619e-01 6.57565058e-03 -3.14160057e-02 9.21248964e-02
-9.17341939e-02 -1.47796574e-01 -6.58485139e-02 -3.91265854e-02
4.78837614e-02 -4.88952524e-02]
[ -3.70944437e-02 3.96569362e-03 -7.73814323e-02 1.30738147e-01
1.33418649e-01 7.65590884e-02 1.31662287e-01 1.84862660e-01
-1.13375342e-02 1.61429628e-01]
[ 1.68630979e-01 3.50987493e-02 1.83290417e-01 9.67011859e-03
6.41705786e-02 1.55113092e-01 8.19022064e-02 1.79558192e-01
1.44196828e-01 -8.91588003e-02]
[ -1.14353037e-01 1.00114483e-01 2.16596799e-01 -4.27765653e-02
1.67426669e-01 1.61886497e-01 3.24950974e-02 -9.18365078e-03
-7.58815605e-02 -1.81669878e-02]
[ -1.03986786e-01 -2.54108421e-02 2.16698318e-02 8.00700058e-02
-9.49548826e-03 1.22386408e-01 2.79309180e-01 2.09125782e-02
-2.84984393e-01 -1.05582139e-01]
[ -1.65918650e-01 1.38112013e-01 -6.01606658e-02 -2.72026612e-01
-7.40258753e-02 8.22460925e-02 -6.68474390e-02 9.62033928e-02
-1.57742056e-01 1.21318800e-01]
[ 1.15597042e-01 -5.46367344e-02 -6.20692089e-02 -1.78675162e-02
-1.32771232e-01 -4.68042174e-02 -1.61544713e-01 1.39187984e-01
-6.32211122e-02 -3.76140828e-02]
[ 1.53755018e-01 -1.15679854e-01 -1.37954459e-01 8.84433994e-04
1.27686338e-01 -6.05882733e-02 -7.25910116e-02 -1.45440344e-01
1.33092985e-01 -8.90757349e-02]
[ -1.37347647e-01 1.57583851e-01 2.47890144e-01 -5.02895298e-02
2.20862966e-01 1.06759337e-01 -5.90428386e-03 -2.95606547e-01
-1.45933279e-01 -7.89400563e-02]
[ -3.27665510e-01 2.17409679e-01 2.49821414e-02 6.76240520e-03
-4.81065054e-02 -1.86553014e-01 -1.73570880e-01 2.32277163e-01
-7.52612011e-02 1.36998151e-01]
[ 1.41481423e-01 1.33284565e-01 -2.42223329e-01 -1.05693289e-01
8.76837356e-02 -2.82310889e-01 -1.02922172e-02 -1.67589863e-01
-1.64083116e-02 -1.92454435e-01]
[ 2.25047579e-01 -7.27636401e-02 7.19647488e-02 -3.47919890e-03
-9.69525094e-02 -4.12664163e-02 -1.01756148e-01 -1.39661529e-01
1.19644593e-01 -1.43627090e-01]
[ -1.04257224e-01 2.20007550e-03 1.17762994e-01 1.14876788e-01
-6.68542991e-02 -1.07641021e-01 2.18266426e-01 -7.22471988e-02
1.87912020e-01 -3.06352228e-04]
[ 1.98755025e-02 -8.92943078e-02 2.14112462e-01 -2.23671282e-01
4.88072302e-02 1.11922602e-01 -4.15605175e-02 -1.08101515e-01
3.17997515e-02 2.66566720e-01]]
[[ 0.02156001]
[ 0.25587716]
[ 0.15182561]
[ 0.11620599]
[-0.52211217]
[-0.02797793]
[-0.21886964]
[-0.14249675]
[ 0.00879726]
[ 0.24260416]]
Progress: 0.3% ... Training loss: 0.934 ... Validation loss: 1.357[[ 5.30656747e-02 6.53631474e-02 -2.12627058e-01 -1.33701378e-02
-3.72640187e-01 3.13074205e-02 8.26111070e-02 1.77096285e-01
-1.69067596e-01 3.81833528e-02]
[ 2.35394470e-02 2.05343684e-01 -1.37375937e-02 5.00110541e-02
5.69582252e-02 -1.10705909e-02 2.66677902e-01 3.97804471e-02
1.45226014e-01 -1.20802792e-02]
[ 1.53357016e-01 2.17554503e-01 -6.95041225e-02 1.02812101e-01
1.31485520e-01 -1.67742050e-02 -4.21630298e-01 4.62036479e-02
1.24698239e-01 2.52244401e-01]
[ 1.81530822e-02 -1.80940811e-01 -1.53433197e-01 2.65092143e-02
7.25176681e-02 1.19362276e-01 5.05003060e-02 -1.56651341e-02
7.82726038e-03 1.58907717e-01]
[ -1.65371648e-02 1.98730404e-01 -1.72851147e-01 3.31044980e-02
1.34907192e-01 -1.64910521e-01 -5.23010276e-03 -1.03136810e-01
-2.11844995e-01 4.22925627e-02]
[ -3.50762999e-01 -2.22185338e-01 -2.72371319e-01 1.34332731e-01
1.08769151e-01 5.85666715e-02 -5.40249265e-02 -4.52763765e-02
-2.82355428e-02 5.38351685e-02]
[ -1.82178708e-03 -9.15215825e-02 7.65853371e-03 1.11608701e-01
-2.50216546e-01 -7.23057008e-02 1.20184339e-01 -1.81100098e-01
1.87134297e-01 6.24200537e-02]
[ 1.38455072e-01 -7.92767731e-02 3.94494006e-02 -4.02533987e-02
4.88693043e-03 -5.96989567e-02 -1.33207192e-01 1.28410176e-01
8.27603850e-02 3.81395793e-02]
[ -1.61541187e-01 -3.14847740e-02 -3.07789842e-01 -1.99355187e-03
-1.03367044e-01 7.53445892e-02 -2.81411337e-01 -2.07035296e-02
2.77984245e-01 -1.03301708e-01]
[ 3.25308190e-02 -1.69827085e-01 6.73055949e-02 -3.90243791e-03
4.50388976e-02 -7.73311413e-02 -7.06415972e-02 -8.15420281e-02
-4.29131178e-02 1.42446378e-01]
[ -7.84336394e-02 1.43621283e-01 -1.82870555e-03 -1.59377046e-01
-3.19767237e-02 3.61885717e-02 5.02436706e-02 -9.74068691e-02
-2.23101611e-02 -1.21799724e-01]
[ -3.73985180e-02 1.94909360e-01 -2.65814007e-02 8.18557891e-02
1.83572357e-02 5.66843318e-02 -2.36973210e-01 -2.58614535e-02
-1.03578426e-01 -7.99582401e-02]
[ -1.55526240e-01 7.44339350e-03 6.26751934e-02 2.38845963e-02
-1.77575545e-01 -2.20528165e-01 -1.82166703e-01 -1.96911553e-01
8.88657078e-02 1.76541033e-01]
[ -1.98601390e-01 -6.28867077e-02 1.35122357e-01 2.88064941e-01
-2.13215594e-01 -9.17454296e-02 -1.91998799e-01 -2.60875020e-01
-1.99400622e-01 4.44902409e-02]
[ 1.13151331e-01 -1.67112206e-02 -1.36980469e-02 1.05755401e-01
-1.93528799e-02 -7.71018875e-02 8.31541773e-02 -3.02360721e-04
1.70214858e-02 2.50870797e-02]
[ 6.79100945e-03 -9.83278920e-02 -2.26110419e-01 1.09441219e-01
3.82130031e-02 1.13165334e-01 -1.80803181e-02 -1.62940902e-02
-1.26394690e-01 -4.57347791e-02]
[ -1.25720090e-01 -3.42820513e-02 -2.04211698e-01 1.53387207e-01
-8.31818094e-02 1.34564454e-01 -4.74301595e-05 -2.51169782e-01
6.06421290e-02 -1.99242130e-01]
[ -8.47836820e-02 -6.74930550e-02 2.64185443e-01 8.50452061e-02
1.44754729e-01 -4.98167667e-02 -1.10171452e-01 1.29136189e-01
5.99221529e-02 1.46655069e-02]
[ 8.91068249e-02 1.33156782e-01 1.07147122e-01 1.41486576e-01
-1.53649004e-01 -5.20663956e-02 1.14243438e-01 1.18190757e-01
-1.97661131e-03 5.97771370e-03]
[ 2.93982246e-02 -6.39221881e-02 -2.75204125e-01 -1.76904278e-02
1.16925665e-01 -1.12990281e-01 8.22911371e-02 1.60714472e-01
1.25263120e-01 1.31506635e-02]
[ 5.64605961e-02 5.94024082e-02 -1.19203312e-01 4.38205538e-02
-1.36290010e-01 3.25856025e-01 2.01982792e-01 2.07387644e-01
-1.68059800e-01 -4.07162500e-02]
[ -1.07463040e-02 -6.93360484e-02 1.02378421e-01 8.65278969e-02
4.32454899e-02 1.29571723e-01 -1.87553693e-01 -2.78443802e-02
1.96457803e-01 5.74924459e-02]
[ 9.44125272e-02 4.56652489e-02 -6.02071739e-02 -1.21382774e-01
-6.18992788e-02 -3.17586735e-01 1.37745980e-01 1.30540484e-02
1.32310096e-01 6.74820138e-02]
[ -9.66917259e-02 2.86548215e-02 -1.20711145e-02 2.53674372e-02
3.85440118e-03 -2.03030052e-01 -9.67769314e-02 -2.13716467e-02
1.52177097e-02 1.35558404e-01]
[ -1.28501540e-01 -4.57813303e-03 -1.87075116e-01 1.84465462e-02
-3.22152488e-01 -1.17015376e-02 -6.71611876e-02 -2.45502233e-02
1.95641750e-02 9.25112920e-02]
[ 7.67235901e-02 2.57962420e-01 -7.12102195e-03 1.62016710e-02
1.19124855e-02 1.99920610e-01 1.80762768e-01 9.75916257e-02
-8.12696568e-02 -1.83355151e-01]
[ 1.10991998e-01 3.59162618e-02 5.08441912e-02 9.89558718e-02
4.45528353e-02 1.02342353e-02 7.09138521e-02 7.35101429e-02
1.47305825e-01 -1.53083504e-01]
[ 1.25734144e-01 -4.84623095e-02 3.18739551e-02 4.55498183e-02
1.18727651e-01 -5.97881868e-02 7.25871799e-02 2.96133399e-02
-2.56539086e-01 -1.17001092e-02]
[ -2.58317529e-02 -1.58207762e-01 7.96276161e-02 -1.21130892e-02
9.02738265e-02 -1.88646856e-01 1.40049443e-01 -1.02062087e-01
6.43629581e-02 3.10212037e-01]
[ -1.60445840e-01 8.38862538e-03 1.34852088e-01 1.17165016e-01
3.43392898e-01 5.34875794e-02 -2.02308415e-02 2.89909646e-02
2.47901447e-02 7.77542933e-02]
[ -3.08469086e-02 2.12666669e-01 3.51199963e-01 -1.52171645e-02
-1.37998014e-01 -1.59013723e-01 1.34002973e-01 -5.97809792e-03
-9.41428775e-02 2.46675480e-01]
[ -3.76559037e-02 5.27168104e-02 -1.26605934e-01 2.00936723e-02
6.44485944e-02 -2.87123897e-01 -1.15950327e-01 1.59815738e-01
7.49429250e-02 2.97397610e-02]
[ 6.00190431e-02 7.65031464e-02 1.29921174e-01 -1.62403347e-01
1.93829204e-01 9.43553946e-02 3.61850592e-02 2.95187637e-01
2.50464768e-02 7.44311106e-02]
[ 1.96119373e-01 -1.29006226e-01 -1.80662123e-01 1.17767462e-01
-2.64960364e-01 -1.71022280e-01 2.14155736e-02 2.06522362e-01
2.44675474e-01 -3.12765835e-01]
[ 3.12915737e-02 9.51044696e-02 2.39058130e-01 2.30295121e-01
3.05973058e-02 -1.77343766e-01 -1.10294380e-01 -1.25742305e-01
-1.51797005e-01 -3.16116791e-01]
[ 5.74286792e-02 4.17135061e-02 -9.80410713e-02 -7.43714030e-03
9.44041035e-02 2.04614724e-02 -1.02384222e-01 -1.86450641e-01
6.90966546e-02 2.61514378e-01]
[ -1.00217454e-02 -8.27318720e-02 -7.00065807e-02 -6.55141480e-02
3.64451062e-02 -1.67505517e-01 1.20846771e-01 9.83142208e-03
2.65814889e-02 -4.66146252e-03]
[ -3.62538319e-03 -3.40861805e-02 2.25805594e-01 2.98104504e-02
-7.72351131e-02 -1.09811140e-01 2.22604727e-01 4.46647912e-02
-2.17423801e-01 6.03116684e-02]
[ 3.50262614e-02 -7.62709917e-02 8.87467547e-02 -4.45087927e-02
-7.35510999e-02 9.31160277e-02 1.82251862e-01 -2.68386765e-01
-5.50679662e-02 -1.43569308e-01]
[ -3.52077204e-02 1.04100529e-02 7.27328670e-02 -6.51764258e-02
7.93677942e-02 1.95354141e-01 1.72424019e-01 1.19337400e-01
-4.70495380e-02 1.44926809e-01]
[ 2.30265437e-01 7.15036272e-02 3.37835527e-02 9.39634940e-02
6.58125478e-03 -2.71509266e-02 -1.73442076e-01 1.47935015e-01
-4.39457034e-02 -4.76057971e-04]
[ -5.41483383e-02 -2.88670543e-01 -4.20683539e-02 -9.14084054e-02
2.50174920e-02 -5.61297520e-02 7.22343029e-02 5.47816490e-02
2.85754628e-02 4.35211498e-02]
[ -2.02628679e-01 7.43635680e-03 -3.08759982e-02 9.25407926e-02
-9.35710685e-02 -1.47894708e-01 -6.65163923e-02 -3.96284363e-02
4.79154205e-02 -4.80476210e-02]
[ -3.70586258e-02 4.36291916e-03 -7.71438428e-02 1.30929623e-01
1.32528610e-01 7.65167316e-02 1.31291456e-01 1.84627965e-01
-1.13235931e-02 1.61815073e-01]
[ 1.68672988e-01 3.55772683e-02 1.83582542e-01 9.89493305e-03
6.32008071e-02 1.55058882e-01 8.14820150e-02 1.79290651e-01
1.44213656e-01 -8.86854380e-02]
[ -1.14359239e-01 1.00034610e-01 2.16548829e-01 -4.28146836e-02
1.67608027e-01 1.61894616e-01 3.25621690e-02 -9.13780213e-03
-7.58838777e-02 -1.82511480e-02]
[ -1.04010905e-01 -2.56986230e-02 2.15061216e-02 7.99396684e-02
-8.92476071e-03 1.22416519e-01 2.79552999e-01 2.10665750e-02
-2.84993731e-01 -1.05854624e-01]
[ -1.65935698e-01 1.37901793e-01 -6.02774615e-02 -2.72122353e-01
-7.35742708e-02 8.22687452e-02 -6.66819012e-02 9.63205124e-02
-1.57748979e-01 1.21121144e-01]
[ 1.15561385e-01 -5.51012354e-02 -6.23368833e-02 -1.80810401e-02
-1.31858907e-01 -4.67548590e-02 -1.61152743e-01 1.39444156e-01
-6.32356112e-02 -3.80517666e-02]
[ 1.53744567e-01 -1.15813565e-01 -1.38017350e-01 8.17976558e-04
1.27997302e-01 -6.05674654e-02 -7.24796360e-02 -1.45362073e-01
1.33088555e-01 -8.91787394e-02]
[ -1.37356076e-01 1.57461753e-01 2.47816113e-01 -5.03513786e-02
2.21113693e-01 1.06772231e-01 -5.80680475e-03 -2.95528610e-01
-1.45937578e-01 -7.90426055e-02]
[ -3.27657936e-01 2.17475366e-01 2.50193271e-02 6.80234229e-03
-4.82058334e-02 -1.86564485e-01 -1.73639987e-01 2.32240463e-01
-7.52561536e-02 1.37086458e-01]
[ 1.41404170e-01 1.32412522e-01 -2.42729585e-01 -1.06102838e-01
8.95532352e-02 -2.82213797e-01 -9.55459786e-03 -1.67103644e-01
-1.64389126e-02 -1.93288953e-01]
[ 2.25025079e-01 -7.29997741e-02 7.18290203e-02 -3.58501210e-03
-9.65191135e-02 -4.12429341e-02 -1.01500567e-01 -1.39528303e-01
1.19637880e-01 -1.43839485e-01]
[ -1.04209794e-01 2.70350171e-03 1.18092941e-01 1.15127605e-01
-6.80051481e-02 -1.07695171e-01 2.17799933e-01 -7.25522337e-02
1.87930369e-01 2.15101365e-04]
[ 1.99636964e-02 -8.82596808e-02 2.14737575e-01 -2.23186162e-01
4.66730174e-02 1.11811029e-01 -4.24440460e-02 -1.08687264e-01
3.18345218e-02 2.67504683e-01]]
[[ 0.02880496]
[ 0.26640565]
[ 0.1551429 ]
[ 0.11972443]
[-0.52262704]
[-0.03026574]
[-0.22458893]
[-0.13650287]
[ 0.01291152]
[ 0.24578576]]
Progress: 0.3% ... Training loss: 0.926 ... Validation loss: 1.343[[ 5.32413269e-02 6.70212113e-02 -2.11634799e-01 -1.26043695e-02
-3.76101584e-01 3.11208434e-02 8.13727677e-02 1.76223253e-01
-1.68981093e-01 3.96792155e-02]
[ 2.35257215e-02 2.05186770e-01 -1.38277548e-02 4.99408761e-02
5.72485723e-02 -1.10529683e-02 2.66796080e-01 3.98528627e-02
1.45219212e-01 -1.22232303e-02]
[ 1.54291340e-01 2.26292576e-01 -6.41581646e-02 1.06997102e-01
1.13495179e-01 -1.78059043e-02 -4.28742000e-01 4.15193307e-02
1.25138614e-01 2.60684909e-01]
[ 1.74537740e-02 -1.87213849e-01 -1.57219073e-01 2.35076106e-02
8.54227895e-02 1.20099794e-01 5.56778127e-02 -1.22666712e-02
7.50885568e-03 1.52867597e-01]
[ -1.62204506e-02 2.01410663e-01 -1.71149077e-01 3.44196464e-02
1.29274909e-01 -1.65235939e-01 -7.51992153e-03 -1.04660744e-01
-2.11699011e-01 4.49972086e-02]
[ -3.50920881e-01 -2.23724605e-01 -2.73322311e-01 1.33578117e-01
1.11931102e-01 5.87546130e-02 -5.26926748e-02 -4.44569281e-02
-2.83117372e-02 5.23206204e-02]
[ -1.84407323e-03 -9.17045808e-02 7.55696692e-03 1.11520510e-01
-2.49844269e-01 -7.22827000e-02 1.20361656e-01 -1.81024472e-01
1.87126589e-01 6.22262503e-02]
[ 1.38635338e-01 -7.75208710e-02 4.05032629e-02 -3.94315269e-02
1.30835105e-03 -5.98991016e-02 -1.34483880e-01 1.27479548e-01
8.28485837e-02 3.98455164e-02]
[ -1.61705371e-01 -3.29950552e-02 -3.08706108e-01 -2.71136575e-03
-1.00346198e-01 7.55261304e-02 -2.80110726e-01 -1.98896530e-02
2.77911344e-01 -1.04776569e-01]
[ 3.24886390e-02 -1.70051346e-01 6.71044532e-02 -4.05385825e-03
4.55791421e-02 -7.72881851e-02 -7.01423033e-02 -8.14172810e-02
-4.29247111e-02 1.42155208e-01]
[ -7.85024926e-02 1.42890759e-01 -2.24744977e-03 -1.59720890e-01
-3.05776144e-02 3.62758692e-02 5.08101482e-02 -9.70270933e-02
-2.23438704e-02 -1.22517738e-01]
[ -3.74515711e-02 1.94387501e-01 -2.68764767e-02 8.16123063e-02
1.93943756e-02 5.67464167e-02 -2.36505489e-01 -2.55876540e-02
-1.03601728e-01 -8.04263299e-02]
[ -1.55526240e-01 7.44339350e-03 6.26751934e-02 2.38845963e-02
-1.77575545e-01 -2.20528165e-01 -1.82166703e-01 -1.96911553e-01
8.88657078e-02 1.76541033e-01]
[ -1.98691271e-01 -6.37759871e-02 1.34571051e-01 2.87625711e-01
-2.11386135e-01 -9.16364136e-02 -1.91243633e-01 -2.60398445e-01
-1.99445531e-01 4.36148435e-02]
[ 1.13091598e-01 -1.72903663e-02 -1.40236271e-02 1.05491532e-01
-1.82360016e-02 -7.70358592e-02 8.36252361e-02 -7.18358715e-06
1.69946729e-02 2.45482996e-02]
[ 6.80908583e-03 -9.81192936e-02 -2.26042408e-01 1.09514706e-01
3.78834908e-02 1.13148061e-01 -1.82183118e-02 -1.63859071e-02
-1.26386289e-01 -4.55952218e-02]
[ -1.25745460e-01 -3.44885547e-02 -2.04346714e-01 1.53282050e-01
-8.26971832e-02 1.34590485e-01 1.34096921e-04 -2.51064202e-01
6.06310614e-02 -1.99456071e-01]
[ -8.47648584e-02 -6.72989095e-02 2.64301548e-01 8.51274015e-02
1.44379666e-01 -4.98387529e-02 -1.10290738e-01 1.29034842e-01
5.99318102e-02 1.48260501e-02]
[ 8.91555560e-02 1.33559015e-01 1.07425881e-01 1.41704055e-01
-1.54607467e-01 -5.21166410e-02 1.13905050e-01 1.17945000e-01
-1.95212937e-03 6.40321744e-03]
[ 2.94838772e-02 -6.30873014e-02 -2.74688397e-01 -1.72951992e-02
1.15193377e-01 -1.13085483e-01 8.17098546e-02 1.60268588e-01
1.25305125e-01 1.39617258e-02]
[ 5.64815421e-02 5.96150278e-02 -1.19079909e-01 4.39204053e-02
-1.36713853e-01 3.25829191e-01 2.01806186e-01 2.07273550e-01
-1.68049222e-01 -4.05068802e-02]
[ -1.07844557e-02 -6.96326727e-02 1.02180390e-01 8.63748639e-02
4.38939363e-02 1.29610769e-01 -1.87260948e-01 -2.76698146e-02
1.96444029e-01 5.72170411e-02]
[ 9.44349270e-02 4.58505009e-02 -6.01016471e-02 -1.21295472e-01
-6.23046764e-02 -3.17605036e-01 1.37581301e-01 1.29578945e-02
1.32319065e-01 6.76525941e-02]
[ -9.67992459e-02 2.76690230e-02 -1.26579543e-02 2.48997227e-02
5.86574440e-03 -2.02914005e-01 -9.59171461e-02 -2.08444379e-02
1.51688930e-02 1.34603066e-01]
[ -1.28559599e-01 -5.13516147e-03 -1.87400839e-01 1.81812590e-02
-3.21042181e-01 -1.16355259e-02 -6.66697417e-02 -2.42559547e-02
1.95368581e-02 9.19762614e-02]
[ 7.66953676e-02 2.57702556e-01 -7.27410877e-03 1.60832478e-02
1.24200790e-02 1.99949162e-01 1.80987254e-01 9.77277393e-02
-8.12825449e-02 -1.83598833e-01]
[ 1.10901098e-01 3.50717555e-02 5.03323105e-02 9.85585876e-02
4.62372807e-02 1.03326408e-02 7.16109089e-02 7.39553570e-02
1.47265208e-01 -1.53888577e-01]
[ 1.25669125e-01 -4.90370951e-02 3.15239739e-02 4.52765801e-02
1.19909864e-01 -5.97210529e-02 7.30943174e-02 2.99167222e-02
-2.56566276e-01 -1.22517385e-02]
[ -2.59474609e-02 -1.59250513e-01 7.89767272e-02 -1.26284853e-02
9.24860547e-02 -1.88519758e-01 1.40964571e-01 -1.01495978e-01
6.43085103e-02 3.09198848e-01]
[ -1.60554763e-01 7.39447481e-03 1.34252582e-01 1.16697076e-01
3.45378304e-01 5.36045876e-02 -1.93858874e-02 2.95159612e-02
2.47405983e-02 7.68206195e-02]
[ -3.08950944e-02 2.12223417e-01 3.50940488e-01 -1.54194530e-02
-1.37149560e-01 -1.58962645e-01 1.34361382e-01 -5.75440581e-03
-9.41642634e-02 2.46292993e-01]
[ -3.77157809e-02 5.21461448e-02 -1.26950848e-01 1.98201111e-02
6.56167565e-02 -2.87057054e-01 -1.15442340e-01 1.60126315e-01
7.49144554e-02 2.91802194e-02]
[ 5.99797742e-02 7.61516906e-02 1.29707041e-01 -1.62568409e-01
1.94543437e-01 9.43975525e-02 3.64890526e-02 2.95375319e-01
2.50292513e-02 7.41005015e-02]
[ 1.96146400e-01 -1.28734669e-01 -1.80505779e-01 1.17886677e-01
-2.65520649e-01 -1.71052573e-01 2.12102022e-02 2.06385715e-01
2.44688713e-01 -3.12504325e-01]
[ 3.13077125e-02 9.52606130e-02 2.39151452e-01 2.30363436e-01
3.02851629e-02 -1.77360955e-01 -1.10413343e-01 -1.25827231e-01
-1.51788966e-01 -3.15968360e-01]
[ 5.74477964e-02 4.18997259e-02 -9.79454311e-02 -7.35699660e-03
9.40561793e-02 2.04418545e-02 -1.02520965e-01 -1.86541402e-01
6.91054303e-02 2.61632153e-01]
[ -1.00374480e-02 -8.28803621e-02 -7.00902406e-02 -6.55807316e-02
3.67432201e-02 -1.67489191e-01 1.20972821e-01 9.91008361e-03
2.65753961e-02 -4.80032393e-03]
[ -3.56467797e-03 -3.35096568e-02 2.26141171e-01 3.00663116e-02
-7.83690702e-02 -1.09874567e-01 2.22128766e-01 4.43736731e-02
-2.17395697e-01 6.08198028e-02]
[ 3.50606227e-02 -7.59544502e-02 8.89438983e-02 -4.43595877e-02
-7.42090173e-02 9.30790725e-02 1.82021977e-01 -2.68558534e-01
-5.50523897e-02 -1.43267253e-01]
[ -3.52100584e-02 1.03509723e-02 7.27050027e-02 -6.52018600e-02
7.94824332e-02 1.95360325e-01 1.72471062e-01 1.19363417e-01
-4.70522199e-02 1.44879865e-01]
[ 2.30285566e-01 7.16946406e-02 3.39153359e-02 9.40486689e-02
6.19248490e-03 -2.71723992e-02 -1.73573647e-01 1.47824459e-01
-4.39354376e-02 -2.98691428e-04]
[ -5.40580250e-02 -2.87844681e-01 -4.16047380e-02 -9.10306921e-02
2.34122085e-02 -5.62227395e-02 7.15412402e-02 5.43575569e-02
2.86151004e-02 4.42981341e-02]
[ -2.02542583e-01 8.19868434e-03 -3.04084528e-02 9.29071251e-02
-9.51508365e-02 -1.47977737e-01 -6.70893792e-02 -4.00406784e-02
4.79545665e-02 -4.73269468e-02]
[ -3.70727626e-02 4.23287257e-03 -7.72196335e-02 1.30870960e-01
1.32783554e-01 7.65315542e-02 1.31401759e-01 1.84695026e-01
-1.13293711e-02 1.61694409e-01]
[ 1.68769074e-01 3.65224965e-02 1.84138491e-01 1.03369562e-02
6.13001072e-02 1.54949151e-01 8.07428413e-02 1.78798586e-01
1.44260408e-01 -8.78149604e-02]
[ -1.14332085e-01 1.00255949e-01 2.16697502e-01 -4.27004059e-02
1.67119667e-01 1.61866767e-01 3.23677492e-02 -9.27415219e-03
-7.58718733e-02 -1.80208355e-02]
[ -1.03998371e-01 -2.55812565e-02 2.15766768e-02 7.99942498e-02
-9.15563350e-03 1.22403222e-01 2.79448629e-01 2.10054843e-02
-2.84987943e-01 -1.05740676e-01]
[ -1.65953289e-01 1.37722066e-01 -6.03772069e-02 -2.72204602e-01
-7.32212670e-02 8.22893738e-02 -6.65390504e-02 9.64103048e-02
-1.57756789e-01 1.20950789e-01]
[ 1.15513508e-01 -5.55492258e-02 -6.25970682e-02 -1.82865073e-02
-1.30999871e-01 -4.67029116e-02 -1.60802140e-01 1.39674796e-01
-6.32574114e-02 -3.84599988e-02]
[ 1.53697033e-01 -1.16118988e-01 -1.38266055e-01 6.14467022e-04
1.28781634e-01 -6.05136367e-02 -7.20787807e-02 -1.45163655e-01
1.33068037e-01 -8.95873806e-02]
[ -1.37402463e-01 1.56993864e-01 2.47547467e-01 -5.05582791e-02
2.22001417e-01 1.06823127e-01 -5.42118371e-03 -2.95301767e-01
-1.45960378e-01 -7.94666068e-02]
[ -3.27747389e-01 2.16544826e-01 2.44771777e-02 6.37453096e-03
-4.64216286e-02 -1.86458134e-01 -1.72861827e-01 2.32727496e-01
-7.53001548e-02 1.36254029e-01]
[ 1.41351751e-01 1.31935243e-01 -2.42995655e-01 -1.06329084e-01
9.05322693e-02 -2.82159316e-01 -9.12537377e-03 -1.66867453e-01
-1.64618896e-02 -1.93739665e-01]
[ 2.25060278e-01 -7.25784507e-02 7.20569556e-02 -3.39802445e-03
-9.73572111e-02 -4.12837682e-02 -1.01722715e-01 -1.39742524e-01
1.19660785e-01 -1.43449058e-01]
[ -1.04260111e-01 2.22707694e-03 1.17801214e-01 1.14892153e-01
-6.70154460e-02 -1.07634298e-01 2.18191671e-01 -7.22995961e-02
1.87906945e-01 -2.56198573e-04]
[ 2.00505207e-02 -8.75000939e-02 2.15211974e-01 -2.22811977e-01
4.50626111e-02 1.11717773e-01 -4.30740044e-02 -1.09095844e-01
3.18767315e-02 2.68224064e-01]]
[[ 0.02892464]
[ 0.26685786]
[ 0.14462837]
[ 0.10769309]
[-0.53416112]
[-0.04556283]
[-0.24857131]
[-0.1433861 ]
[ 0.00167729]
[ 0.23758391]]
Progress: 0.4% ... Training loss: 0.920 ... Validation loss: 1.367[[ 5.35164594e-02 6.95225645e-02 -2.10285428e-01 -1.15497277e-02
-3.81062632e-01 3.06776656e-02 7.91030479e-02 1.74893495e-01
-1.68964402e-01 4.18662783e-02]
[ 2.34997107e-02 2.04907858e-01 -1.39699517e-02 4.98357069e-02
5.77805363e-02 -1.10106340e-02 2.66992724e-01 3.99831661e-02
1.45217556e-01 -1.24508241e-02]
[ 1.54967015e-01 2.32336099e-01 -6.07308708e-02 1.09648285e-01
1.00558946e-01 -1.89206773e-02 -4.34504239e-01 3.81408069e-02
1.25179177e-01 2.66450162e-01]
[ 1.68995026e-02 -1.92258589e-01 -1.59887638e-01 2.13981327e-02
9.54883447e-02 1.20986716e-01 6.02620560e-02 -9.45534581e-03
7.47609479e-03 1.48301482e-01]
[ -1.59613664e-02 2.03613634e-01 -1.69834571e-01 3.54033909e-02
1.24602214e-01 -1.65646162e-01 -9.65595268e-03 -1.05982897e-01
-2.11683871e-01 4.71337423e-02]
[ -3.51142220e-01 -2.25773269e-01 -2.74451525e-01 1.32695358e-01
1.16219968e-01 5.91191532e-02 -5.07691937e-02 -4.33155663e-02
-2.83249879e-02 5.03944150e-02]
[ -1.72895512e-03 -9.06280456e-02 8.11660758e-03 1.11945749e-01
-2.51790681e-01 -7.24597654e-02 1.19381019e-01 -1.81575920e-01
1.87133256e-01 6.31251629e-02]
[ 1.38778966e-01 -7.63054772e-02 4.12076619e-02 -3.88713699e-02
-1.37036253e-03 -6.01350285e-02 -1.35708465e-01 1.26799936e-01
8.28574330e-02 4.10584322e-02]
[ -1.61680266e-01 -3.27005044e-02 -3.08577475e-01 -2.61768202e-03
-1.00805651e-01 7.54875850e-02 -2.80269523e-01 -2.00070904e-02
2.77913216e-01 -1.04563717e-01]
[ 3.25963906e-02 -1.68906881e-01 6.76134767e-02 -3.66172865e-03
4.37997714e-02 -7.74547894e-02 -7.09858639e-02 -8.19272566e-02
-4.29178505e-02 1.42950528e-01]
[ -7.84857337e-02 1.42868565e-01 -2.19636283e-03 -1.59672255e-01
-3.07917190e-02 3.62515823e-02 5.06632486e-02 -9.70471453e-02
-2.23428846e-02 -1.22376789e-01]
[ -3.75135696e-02 1.93803045e-01 -2.71731288e-02 8.13678629e-02
2.05921376e-02 5.68503105e-02 -2.35955567e-01 -2.52647614e-02
-1.03605436e-01 -8.09641251e-02]
[ -1.55526240e-01 7.44339350e-03 6.26751934e-02 2.38845963e-02
-1.77575545e-01 -2.20528165e-01 -1.82166703e-01 -1.96911553e-01
8.88657078e-02 1.76541033e-01]
[ -1.98745378e-01 -6.42874609e-02 1.34263376e-01 2.87395724e-01
-2.10240297e-01 -9.15395458e-02 -1.90732919e-01 -2.60112803e-01
-1.99448979e-01 4.30965430e-02]
[ 1.12975660e-01 -1.83656651e-02 -1.46216382e-02 1.05036924e-01
-1.60303119e-02 -7.68526150e-02 8.45841208e-02 5.82372736e-04
1.69879336e-02 2.35730717e-02]
[ 6.74495962e-03 -9.86743485e-02 -2.26311781e-01 1.09277427e-01
3.89972297e-02 1.13246613e-01 -1.76945715e-02 -1.60744463e-02
-1.26389942e-01 -4.60830390e-02]
[ -1.25681131e-01 -3.38848843e-02 -2.04043410e-01 1.53519213e-01
-8.37030308e-02 1.34494618e-01 -3.99010170e-04 -2.51371454e-01
6.06348340e-02 -1.98986148e-01]
[ -8.46873298e-02 -6.65932441e-02 2.64688697e-01 8.54165203e-02
1.42951449e-01 -4.99601863e-02 -1.10947435e-01 1.28664093e-01
5.99362366e-02 1.54523498e-02]
[ 8.92061349e-02 1.34043946e-01 1.07688751e-01 1.41903329e-01
-1.55556857e-01 -5.22016604e-02 1.13472336e-01 1.17682877e-01
-1.94899518e-03 6.81563550e-03]
[ 2.94825136e-02 -6.31185131e-02 -2.74695191e-01 -1.73013631e-02
1.15213600e-01 -1.13083077e-01 8.17059444e-02 1.60286089e-01
1.25305080e-01 1.39601737e-02]
[ 5.66242084e-02 6.08132803e-02 -1.18393407e-01 4.44672939e-02
-1.39336302e-01 3.25600030e-01 2.00631609e-01 2.06596133e-01
-1.68040723e-01 -3.93361408e-02]
[ -1.07707415e-02 -6.94832602e-02 1.02255683e-01 8.64279158e-02
4.36408961e-02 1.29588313e-01 -1.87349041e-01 -2.77372370e-02
1.96445017e-01 5.73689368e-02]
[ 9.43921038e-02 4.54844738e-02 -6.03105112e-02 -1.21453198e-01
-6.15163702e-02 -3.17537515e-01 1.37946533e-01 1.31689132e-02
1.32316852e-01 6.73048520e-02]
[ -9.67770156e-02 2.78729795e-02 -1.25537628e-02 2.49785185e-02
5.44893194e-03 -2.02948438e-01 -9.61040539e-02 -2.09465217e-02
1.51701825e-02 1.34777591e-01]
[ -1.28589777e-01 -5.40416866e-03 -1.87565973e-01 1.80590528e-02
-3.20435934e-01 -1.15827436e-02 -6.63928429e-02 -2.40912209e-02
1.95349856e-02 9.16995753e-02]
[ 7.66165200e-02 2.56979674e-01 -7.67367819e-03 1.57801306e-02
1.38982823e-02 2.00073602e-01 1.81625077e-01 9.81178492e-02
-8.12870782e-02 -1.84222484e-01]
[ 1.10864621e-01 3.47386425e-02 5.01659979e-02 9.84218766e-02
4.68870786e-02 1.03906252e-02 7.19238049e-02 7.41364013e-02
1.47263211e-01 -1.54188567e-01]
[ 1.25625599e-01 -4.94517893e-02 3.12973580e-02 4.51083241e-02
1.20738381e-01 -5.96496053e-02 7.34601770e-02 3.01344921e-02
-2.56568841e-01 -1.26107954e-02]
[ -2.60564190e-02 -1.60229470e-01 7.84105097e-02 -1.30573507e-02
9.45388104e-02 -1.88340006e-01 1.41921270e-01 -1.00944044e-01
6.43022853e-02 3.08277087e-01]
[ -1.60628509e-01 6.73652347e-03 1.33886751e-01 1.16416821e-01
3.46728324e-01 5.37205914e-02 -1.87479319e-02 2.98865045e-02
2.47363099e-02 7.62118050e-02]
[ -3.09404031e-02 2.11804671e-01 3.50721466e-01 -1.55914985e-02
-1.36349138e-01 -1.58891437e-01 1.34748251e-01 -5.52521898e-03
-9.41668443e-02 2.45927848e-01]
[ -3.77678348e-02 5.16755336e-02 -1.27197225e-01 1.96204579e-02
6.65666881e-02 -2.86972901e-01 -1.15008219e-01 1.60389274e-01
7.49114763e-02 2.87668243e-02]
[ 6.00503689e-02 7.68052498e-02 1.30061889e-01 -1.62298370e-01
1.93224862e-01 9.42847978e-02 3.58736500e-02 2.95032929e-01
2.50333546e-02 7.46648621e-02]
[ 1.96186367e-01 -1.28372572e-01 -1.80324047e-01 1.18034822e-01
-2.66109421e-01 -1.71110653e-01 2.08885737e-02 2.06193428e-01
2.44691030e-01 -3.12226252e-01]
[ 3.13741802e-02 9.59029744e-02 2.39489594e-01 2.30612951e-01
2.91020729e-02 -1.77468609e-01 -1.11001201e-01 -1.26166750e-01
-1.51784984e-01 -3.15406100e-01]
[ 5.74616882e-02 4.20221963e-02 -9.78845849e-02 -7.31037077e-03
9.38352656e-02 2.04217687e-02 -1.02612011e-01 -1.86606725e-01
6.91061006e-02 2.61684590e-01]
[ -1.00584659e-02 -8.30652362e-02 -7.01903167e-02 -6.56607506e-02
3.71492627e-02 -1.67455976e-01 1.21144282e-01 1.00170229e-02
2.65741850e-02 -4.97488052e-03]
[ -3.55698674e-03 -3.34497857e-02 2.26170036e-01 3.00873698e-02
-7.84670438e-02 -1.09883599e-01 2.22073216e-01 4.43439589e-02
-2.17395282e-01 6.08627583e-02]
[ 3.51511113e-02 -7.51285105e-02 8.93878089e-02 -4.40192458e-02
-7.58659296e-02 9.29335091e-02 1.81255084e-01 -2.68996547e-01
-5.50471336e-02 -1.42525974e-01]
[ -3.51988611e-02 1.04602007e-02 7.27590077e-02 -6.51613402e-02
7.92658768e-02 1.95341825e-01 1.72365333e-01 1.19306447e-01
-4.70515618e-02 1.44982288e-01]
[ 2.30269812e-01 7.15493017e-02 3.38391277e-02 9.39897471e-02
6.48564210e-03 -2.71497288e-02 -1.73434914e-01 1.47902792e-01
-4.39362898e-02 -4.26407762e-04]
[ -5.39658974e-02 -2.86962070e-01 -4.11264177e-02 -9.06707243e-02
2.16715374e-02 -5.63727510e-02 7.08150434e-02 5.38941990e-02
2.86206990e-02 4.50776932e-02]
[ -2.02482141e-01 8.66632235e-03 -3.01362443e-02 9.31384244e-02
-9.62720563e-02 -1.48073436e-01 -6.75808038e-02 -4.03456627e-02
4.79581286e-02 -4.68171058e-02]
[ -3.69922760e-02 4.93525990e-03 -7.68192500e-02 1.31178788e-01
1.31303016e-01 7.64028339e-02 1.30714463e-01 1.84337472e-01
-1.13245909e-02 1.62341034e-01]
[ 1.68822730e-01 3.69940717e-02 1.84397912e-01 1.05388634e-02
6.03648061e-02 1.54865519e-01 8.02762001e-02 1.78530144e-01
1.44263406e-01 -8.73751425e-02]
[ -1.14313144e-01 1.00422962e-01 2.16792587e-01 -4.26329003e-02
1.66805905e-01 1.61838666e-01 3.22130036e-02 -9.36210580e-03
-7.58708337e-02 -1.78742427e-02]
[ -1.03993793e-01 -2.55372195e-02 2.16005817e-02 8.00117416e-02
-9.22611977e-03 1.22395688e-01 2.79407549e-01 2.09817835e-02
-2.84987665e-01 -1.05701365e-01]
[ -1.65987045e-01 1.37409094e-01 -6.05486510e-02 -2.72338524e-01
-7.25745196e-02 8.23463743e-02 -6.62235737e-02 9.65930321e-02
-1.57758896e-01 1.20649467e-01]
[ 1.15474937e-01 -5.58820596e-02 -6.27876068e-02 -1.84306635e-02
-1.30306405e-01 -4.66424148e-02 -1.60489080e-01 1.39866324e-01
-6.32595934e-02 -3.87716519e-02]
[ 1.53702336e-01 -1.16009621e-01 -1.38218802e-01 6.28270037e-04
1.28661351e-01 -6.05215786e-02 -7.21178952e-02 -1.45167334e-01
1.33068479e-01 -8.95431464e-02]
[ -1.37444879e-01 1.56552940e-01 2.47303378e-01 -5.07424183e-02
2.22934042e-01 1.06897790e-01 -5.04258125e-03 -2.95083256e-01
-1.45963100e-01 -7.98658264e-02]
[ -3.27661783e-01 2.17301626e-01 2.48841388e-02 6.68688502e-03
-4.79101887e-02 -1.86591031e-01 -1.73559996e-01 2.32354533e-01
-7.52951510e-02 1.36912723e-01]
[ 1.41352132e-01 1.31864925e-01 -2.43012403e-01 -1.06328540e-01
9.06431866e-02 -2.82157363e-01 -9.11285755e-03 -1.66870161e-01
-1.64617408e-02 -1.93757847e-01]
[ 2.25055717e-01 -7.26023000e-02 7.20458546e-02 -3.40751528e-03
-9.72675237e-02 -4.12802879e-02 -1.01673561e-01 -1.39722731e-01
1.19660738e-01 -1.43465818e-01]
[ -1.04210818e-01 2.67689346e-03 1.18028910e-01 1.15064244e-01
-6.78566528e-02 -1.07706276e-01 2.17787366e-01 -7.25161012e-02
1.87909920e-01 1.21534383e-04]
[ 2.00194267e-02 -8.77431697e-02 2.15065460e-01 -2.22920818e-01
4.55837187e-02 1.11763495e-01 -4.28132258e-02 -1.08945427e-01
3.18750687e-02 2.67976040e-01]]
[[ 0.03895533]
[ 0.28151554]
[ 0.14889736]
[ 0.11336604]
[-0.53488968]
[-0.04479919]
[-0.25463215]
[-0.13497139]
[ 0.00719394]
[ 0.24336775]]
Progress: 0.5% ... Training loss: 0.911 ... Validation loss: 1.347[[ 5.37687630e-02 7.12680236e-02 -2.09330393e-01 -1.08142192e-02
-3.84362246e-01 3.03854750e-02 7.76116676e-02 1.74008643e-01
-1.68917255e-01 4.33546994e-02]
[ 2.35016742e-02 2.04924355e-01 -1.39615264e-02 4.98422072e-02
5.77504551e-02 -1.10131923e-02 2.66979274e-01 3.99757384e-02
1.45217899e-01 -1.24367488e-02]
[ 1.55917257e-01 2.39245201e-01 -5.69783348e-02 1.12527104e-01
8.71314120e-02 -2.00441478e-02 -4.40704940e-01 3.47621321e-02
1.25358285e-01 2.72459013e-01]
[ 1.62579732e-02 -1.96760849e-01 -1.62371856e-01 1.94792266e-02
1.04389434e-01 1.21725759e-01 6.44544479e-02 -7.17517905e-03
7.35541440e-03 1.44176248e-01]
[ -1.55745047e-02 2.06177824e-01 -1.68309480e-01 3.65506946e-02
1.18977239e-01 -1.66099442e-01 -1.21783672e-02 -1.07405160e-01
-2.11609159e-01 4.96086250e-02]
[ -3.51316911e-01 -2.27109205e-01 -2.75175964e-01 1.32136181e-01
1.18885777e-01 5.93353466e-02 -4.95659136e-02 -4.26691987e-02
-2.83576809e-02 4.92154924e-02]
[ -1.73784297e-03 -9.06210372e-02 8.08678550e-03 1.11909492e-01
-2.51630109e-01 -7.24406119e-02 1.19391476e-01 -1.81551087e-01
1.87132878e-01 6.30261748e-02]
[ 1.38917155e-01 -7.53048616e-02 4.17635667e-02 -3.84498053e-02
-3.40483168e-03 -6.03058847e-02 -1.36556803e-01 1.26301912e-01
8.28844285e-02 4.19442750e-02]
[ -1.61715765e-01 -3.29363475e-02 -3.08718903e-01 -2.72801282e-03
-1.00238194e-01 7.55325541e-02 -2.79948828e-01 -1.98647719e-02
2.77905224e-01 -1.04808416e-01]
[ 3.26561112e-02 -1.68385965e-01 6.78175334e-02 -3.49958680e-03
4.30792239e-02 -7.75167550e-02 -7.12643671e-02 -8.21472406e-02
-4.29058253e-02 1.43211055e-01]
[ -7.85337543e-02 1.42428220e-01 -2.39532121e-03 -1.59849088e-01
-2.99736500e-02 3.63175522e-02 5.10188734e-02 -9.68307195e-02
-2.23523812e-02 -1.22713855e-01]
[ -3.76061583e-02 1.93158320e-01 -2.75180113e-02 8.10983537e-02
2.18539859e-02 5.69557658e-02 -2.35346594e-01 -2.49457082e-02
-1.03622033e-01 -8.15243521e-02]
[ -1.55526240e-01 7.44339350e-03 6.26751934e-02 2.38845963e-02
-1.77575545e-01 -2.20528165e-01 -1.82166703e-01 -1.96911553e-01
8.88657078e-02 1.76541033e-01]
[ -1.98816965e-01 -6.48672180e-02 1.33942295e-01 2.87146156e-01
-2.09071412e-01 -9.14422445e-02 -1.90178741e-01 -2.59822052e-01
-1.99463861e-01 4.25677554e-02]
[ 1.13011952e-01 -1.81031456e-02 -1.44974702e-02 1.05152352e-01
-1.65312441e-02 -7.68956722e-02 8.43039174e-02 4.36942138e-04
1.69958253e-02 2.38134516e-02]
[ 6.53974323e-03 -1.00132416e-01 -2.27082208e-01 1.08662146e-01
4.18521686e-02 1.13486021e-01 -1.63685963e-02 -1.53488696e-02
-1.26428019e-01 -4.73698033e-02]
[ -1.25700418e-01 -3.40374658e-02 -2.04116311e-01 1.53459393e-01
-8.35124401e-02 1.34514391e-01 -3.23694154e-04 -2.51314427e-01
6.06318544e-02 -1.99123926e-01]
[ -8.46162214e-02 -6.60070824e-02 2.64959078e-01 8.56213234e-02
1.42009356e-01 -5.00340956e-02 -1.11378113e-01 1.28420427e-01
5.99501559e-02 1.58745234e-02]
[ 8.92108190e-02 1.34071978e-01 1.07700064e-01 1.41913901e-01
-1.55524827e-01 -5.22058434e-02 1.13437133e-01 1.17665364e-01
-1.94795899e-03 6.84725805e-03]
[ 2.94274208e-02 -6.35321393e-02 -2.74905074e-01 -1.74649386e-02
1.15958960e-01 -1.13020135e-01 8.20484808e-02 1.60481865e-01
1.25295252e-01 1.36187432e-02]
[ 5.66696343e-02 6.11694742e-02 -1.18199997e-01 4.46125056e-02
-1.40013776e-01 3.25543653e-01 2.00327015e-01 2.06433026e-01
-1.68031579e-01 -3.90351752e-02]
[ -1.04692461e-02 -6.73384772e-02 1.03413756e-01 8.73164183e-02
3.94907814e-02 1.29235219e-01 -1.89184191e-01 -2.87913848e-02
1.96499997e-01 5.92437746e-02]
[ 9.43052327e-02 4.48725058e-02 -6.06310866e-02 -1.21704984e-01
-6.03062071e-02 -3.17437835e-01 1.38526132e-01 1.34759721e-02
1.32300918e-01 6.67527795e-02]
[ -9.68392585e-02 2.74508392e-02 -1.27934628e-02 2.47936068e-02
6.31690655e-03 -2.02874406e-01 -9.56882353e-02 -2.07288411e-02
1.51588081e-02 1.34385270e-01]
[ -1.28629375e-01 -5.70787306e-03 -1.87728535e-01 1.79352757e-02
-3.19875894e-01 -1.15358013e-02 -6.61143452e-02 -2.39457331e-02
1.95270215e-02 9.14319839e-02]
[ 7.65227747e-02 2.56297715e-01 -8.03772428e-03 1.54965892e-02
1.52259242e-02 2.00181948e-01 1.82229494e-01 9.84539821e-02
-8.13048463e-02 -1.84828754e-01]
[ 1.10741845e-01 3.38784967e-02 4.97033362e-02 9.80630608e-02
4.85552610e-02 1.05294917e-02 7.27015332e-02 7.45630182e-02
1.47241280e-01 -1.54947768e-01]
[ 1.25478547e-01 -5.04793619e-02 3.07332038e-02 4.46712181e-02
1.22783187e-01 -5.94785814e-02 7.44317286e-02 3.06538130e-02
-2.56595418e-01 -1.35500647e-02]
[ -2.62495946e-02 -1.61536195e-01 7.76899830e-02 -1.36165329e-02
9.71520399e-02 -1.88126423e-01 1.43147297e-01 -1.00297535e-01
6.42677977e-02 3.07130991e-01]
[ -1.60772319e-01 5.70183521e-03 1.33330065e-01 1.15986770e-01
3.48744580e-01 5.38896464e-02 -1.78026502e-02 3.03958751e-02
2.47093914e-02 7.52856391e-02]
[ -3.10221090e-02 2.11202908e-01 3.50403050e-01 -1.58434482e-02
-1.35219932e-01 -1.58795167e-01 1.35308760e-01 -5.23091010e-03
-9.41824181e-02 2.45406793e-01]
[ -3.78468160e-02 5.10649591e-02 -1.27504132e-01 1.93669548e-02
6.77208888e-02 -2.86875384e-01 -1.14475556e-01 1.60688637e-01
7.48968661e-02 2.82319860e-02]
[ 6.01061130e-02 7.72058666e-02 1.30276929e-01 -1.62130203e-01
1.92440266e-01 9.42180500e-02 3.55150938e-02 2.94833403e-01
2.50440490e-02 7.50186171e-02]
[ 1.96248509e-01 -1.27966779e-01 -1.80118361e-01 1.18216017e-01
-2.66919110e-01 -1.71181155e-01 2.05058644e-02 2.05980453e-01
2.44701859e-01 -3.11849280e-01]
[ 3.14067963e-02 9.61359695e-02 2.39611933e-01 2.30706275e-01
2.86664262e-02 -1.77505374e-01 -1.11204347e-01 -1.26278598e-01
-1.51778950e-01 -3.15204303e-01]
[ 5.74731117e-02 4.21033276e-02 -9.78401208e-02 -7.27719297e-03
9.36768192e-02 2.04095636e-02 -1.02674926e-01 -1.86644388e-01
6.91076796e-02 2.61744376e-01]
[ -1.00947353e-02 -8.33325394e-02 -7.03330965e-02 -6.57710032e-02
3.76721763e-02 -1.67413143e-01 1.21375719e-01 1.01366505e-02
2.65672154e-02 -5.19310452e-03]
[ -3.51405398e-03 -3.31348218e-02 2.26315966e-01 3.02127751e-02
-7.90401760e-02 -1.09932606e-01 2.21807763e-01 4.41928188e-02
-2.17387237e-01 6.10943736e-02]
[ 3.52197268e-02 -7.46291564e-02 8.96502119e-02 -4.38182420e-02
-7.67715383e-02 9.28542126e-02 1.80847170e-01 -2.69229983e-01
-5.50349473e-02 -1.42099083e-01]
[ -3.51029022e-02 1.11631041e-02 7.31302386e-02 -6.48773733e-02
7.79352464e-02 1.95229202e-01 1.71758581e-01 1.18973955e-01
-4.70336279e-02 1.45547600e-01]
[ 2.30277044e-01 7.16084604e-02 3.38788649e-02 9.40135681e-02
6.36990319e-03 -2.71591311e-02 -1.73479418e-01 1.47870017e-01
-4.39345676e-02 -3.81691163e-04]
[ -5.38610847e-02 -2.86199289e-01 -4.07187638e-02 -9.03613500e-02
2.02932931e-02 -5.64896059e-02 7.01459762e-02 5.35359765e-02
2.86403067e-02 4.57166858e-02]
[ -2.02257341e-01 1.02890170e-02 -2.92583444e-02 9.38051243e-02
-9.94278494e-02 -1.48322434e-01 -6.90262754e-02 -4.11237950e-02
4.80004585e-02 -4.53757590e-02]
[ -3.68761644e-02 5.73742429e-03 -7.63852091e-02 1.31513460e-01
1.29715721e-01 7.62687852e-02 1.29961317e-01 1.83928611e-01
-1.13036135e-02 1.63055994e-01]
[ 1.68818027e-01 3.69624659e-02 1.84379949e-01 1.05251863e-02
6.04268505e-02 1.54870933e-01 8.03070000e-02 1.78546477e-01
1.44262581e-01 -8.74030203e-02]
[ -1.14288489e-01 1.00589758e-01 2.16879863e-01 -4.25635531e-02
1.66508609e-01 1.61810680e-01 3.20517462e-02 -9.44774888e-03
-7.58663769e-02 -1.77228628e-02]
[ -1.03995506e-01 -2.55504367e-02 2.15939593e-02 8.00066882e-02
-9.20096437e-03 1.22397726e-01 2.79418343e-01 2.09878607e-02
-2.84987993e-01 -1.05712629e-01]
[ -1.65991155e-01 1.37376300e-01 -6.05652261e-02 -2.72350685e-01
-7.25160220e-02 8.23516751e-02 -6.62007315e-02 9.66069953e-02
-1.57759679e-01 1.20621908e-01]
[ 1.15455045e-01 -5.60292187e-02 -6.28637558e-02 -1.84897255e-02
-1.30037052e-01 -4.66187678e-02 -1.60356146e-01 1.39936910e-01
-6.32632838e-02 -3.88981203e-02]
[ 1.53816835e-01 -1.15104076e-01 -1.37753170e-01 9.65130477e-04
1.27099522e-01 -6.06538470e-02 -7.27845597e-02 -1.45561694e-01
1.33090124e-01 -8.88564524e-02]
[ -1.37430269e-01 1.56652146e-01 2.47354729e-01 -5.07032127e-02
2.22758788e-01 1.06881797e-01 -5.12581389e-03 -2.95130109e-01
-1.45959814e-01 -7.97644185e-02]
[ -3.27635969e-01 2.17430836e-01 2.49348344e-02 6.72619660e-03
-4.81216445e-02 -1.86603892e-01 -1.73679860e-01 2.32295665e-01
-7.52924561e-02 1.37003158e-01]
[ 1.41261555e-01 1.31124745e-01 -2.43369272e-01 -1.06605065e-01
9.19490638e-02 -2.82055606e-01 -8.47686040e-03 -1.66546819e-01
-1.64786743e-02 -1.94359095e-01]
[ 2.24956653e-01 -7.32977187e-02 7.16762380e-02 -3.69788259e-03
-9.59264468e-02 -4.11588070e-02 -1.01006189e-01 -1.39385797e-01
1.19643528e-01 -1.44062538e-01]
[ -1.04163286e-01 3.06081144e-03 1.18223220e-01 1.15208592e-01
-6.85154391e-02 -1.07765568e-01 2.17421473e-01 -7.26917372e-02
1.87919415e-01 4.24225266e-04]
[ 1.99257241e-02 -8.83896043e-02 2.14690174e-01 -2.23197851e-01
4.69034601e-02 1.11870131e-01 -4.21948472e-02 -1.08614491e-01
3.18580239e-02 2.67356013e-01]]
[[ 0.03881044]
[ 0.28696909]
[ 0.14534485]
[ 0.11115218]
[-0.54141964]
[-0.05131657]
[-0.27179859]
[-0.13619351]
[ 0.00514118]
[ 0.242703 ]]
Progress: 0.5% ... Training loss: 0.905 ... Validation loss: 1.353[[ 5.42083470e-02 7.44352193e-02 -2.07697772e-01 -9.53712414e-03
-3.90177733e-01 2.98176948e-02 7.46289601e-02 1.72479306e-01
-1.68858918e-01 4.61276834e-02]
[ 2.35016742e-02 2.04924355e-01 -1.39615264e-02 4.98422072e-02
5.77504551e-02 -1.10131923e-02 2.66979274e-01 3.99757384e-02
1.45217899e-01 -1.24367488e-02]
[ 1.56760682e-01 2.45504181e-01 -5.37478644e-02 1.15052659e-01
7.48495390e-02 -2.11589853e-02 -4.46400565e-01 3.17655994e-02
1.25471696e-01 2.77848494e-01]
[ 1.54261622e-02 -2.02705916e-01 -1.65491520e-01 1.70650091e-02
1.15714943e-01 1.22816564e-01 7.00971992e-02 -4.18407745e-03
7.24655023e-03 1.38980960e-01]
[ -1.56676998e-02 2.05230154e-01 -1.68643380e-01 3.63068796e-02
1.19671187e-01 -1.65979000e-01 -1.14198085e-02 -1.07186398e-01
-2.11618918e-01 4.90099176e-02]
[ -3.51360664e-01 -2.27504716e-01 -2.75377100e-01 1.31975010e-01
1.19801694e-01 5.94042881e-02 -4.91896737e-02 -4.25068196e-02
-2.83634663e-02 4.88769865e-02]
[ -1.62351381e-03 -8.96931009e-02 8.52404664e-03 1.12234384e-01
-2.53015109e-01 -7.25918801e-02 1.18618081e-01 -1.81994837e-01
1.87148351e-01 6.37491975e-02]
[ 1.39066520e-01 -7.41844635e-02 4.23231978e-02 -3.79898397e-02
-5.62931800e-03 -6.05013179e-02 -1.37517876e-01 1.25792778e-01
8.29047557e-02 4.29168926e-02]
[ -1.61781147e-01 -3.33697199e-02 -3.08939366e-01 -2.91272248e-03
-9.92987359e-02 7.56141994e-02 -2.79506467e-01 -1.96385156e-02
2.77896506e-01 -1.05205211e-01]
[ 3.28342794e-02 -1.66877705e-01 6.84959002e-02 -2.97376435e-03
4.07913136e-02 -7.77502938e-02 -7.23389189e-02 -8.28038806e-02
-4.28808829e-02 1.44364997e-01]
[ -7.84672130e-02 1.42804213e-01 -2.17303010e-03 -1.59676287e-01
-3.06803279e-02 3.62357891e-02 5.05777271e-02 -9.70545914e-02
-2.23445372e-02 -1.22351522e-01]
[ -3.76963087e-02 1.92493517e-01 -2.78433749e-02 8.08387059e-02
2.30944625e-02 5.70749533e-02 -2.34746763e-01 -2.46294456e-02
-1.03633522e-01 -8.20802876e-02]
[ -1.55526240e-01 7.44339350e-03 6.26751934e-02 2.38845963e-02
-1.77575545e-01 -2.20528165e-01 -1.82166703e-01 -1.96911553e-01
8.88657078e-02 1.76541033e-01]
[ -1.98823263e-01 -6.50013595e-02 1.33895626e-01 2.87108798e-01
-2.08759289e-01 -9.14298926e-02 -1.90095050e-01 -2.59803139e-01
-1.99464475e-01 4.24841223e-02]
[ 1.12989989e-01 -1.82644944e-02 -1.45986985e-02 1.05077357e-01
-1.61737538e-02 -7.68625077e-02 8.44582222e-02 5.26119313e-04
1.69925528e-02 2.36613079e-02]
[ 6.59416820e-03 -9.97177995e-02 -2.26870078e-01 1.08820642e-01
4.10897234e-02 1.13412883e-01 -1.67460965e-02 -1.55476702e-02
-1.26420454e-01 -4.70205882e-02]
[ -1.25667362e-01 -3.37589849e-02 -2.03987166e-01 1.53549627e-01
-8.37509517e-02 1.34468866e-01 -5.75967305e-04 -2.51446015e-01
6.06355828e-02 -1.98896185e-01]
[ -8.46263039e-02 -6.60174737e-02 2.64921288e-01 8.55891139e-02
1.42163379e-01 -5.00181576e-02 -1.11257422e-01 1.28443313e-01
5.99496770e-02 1.57968053e-02]
[ 8.93235018e-02 1.34857727e-01 1.08111734e-01 1.42244927e-01
-1.57148010e-01 -5.23498907e-02 1.12692060e-01 1.17254096e-01
-1.93288478e-03 7.54958827e-03]
[ 2.95161791e-02 -6.28391733e-02 -2.74574081e-01 -1.71951393e-02
1.14674982e-01 -1.13133536e-01 8.14914409e-02 1.60198203e-01
1.25307146e-01 1.41934681e-02]
[ 5.66948888e-02 6.13545204e-02 -1.18094150e-01 4.46954074e-02
-1.40429094e-01 3.25504098e-01 2.00146557e-01 2.06340071e-01
-1.68028001e-01 -3.88720990e-02]
[ -1.04941156e-02 -6.75097364e-02 1.03328530e-01 8.72444038e-02
3.98302829e-02 1.29266853e-01 -1.89023465e-01 -2.87057617e-02
1.96496813e-01 5.91070722e-02]
[ 9.43372734e-02 4.51389699e-02 -6.05010078e-02 -1.21609498e-01
-6.07730053e-02 -3.17482560e-01 1.38309410e-01 1.33644201e-02
1.32305315e-01 6.69631173e-02]
[ -9.69416740e-02 2.66950874e-02 -1.31744446e-02 2.44924406e-02
7.77322184e-03 -2.02737503e-01 -9.49756963e-02 -2.03668440e-02
1.51452387e-02 1.33740010e-01]
[ -1.28655404e-01 -5.87885213e-03 -1.87821207e-01 1.78640514e-02
-3.19459223e-01 -1.15015163e-02 -6.59330979e-02 -2.38587521e-02
1.95232020e-02 9.12603542e-02]
[ 7.64403392e-02 2.55697413e-01 -8.34703093e-03 1.52543158e-02
1.64034395e-02 2.00292185e-01 1.82800715e-01 9.87481096e-02
-8.13155939e-02 -1.85345055e-01]
[ 1.10691768e-01 3.35047593e-02 4.95126446e-02 9.79188294e-02
4.92599508e-02 1.05973972e-02 7.30560616e-02 7.47388862e-02
1.47234515e-01 -1.55267482e-01]
[ 1.25443674e-01 -5.07557015e-02 3.05960023e-02 4.45629847e-02
1.23299318e-01 -5.94292523e-02 7.46896376e-02 3.07847726e-02
-2.56600293e-01 -1.37829444e-02]
[ -2.63254815e-02 -1.62067914e-01 7.74030471e-02 -1.38387504e-02
9.82165570e-02 -1.88027567e-01 1.43655262e-01 -1.00035180e-01
6.42579441e-02 3.06673518e-01]
[ -1.60830337e-01 5.34341455e-03 1.33121420e-01 1.15822744e-01
3.49523805e-01 5.39643772e-02 -1.74018958e-02 3.05999156e-02
2.47021813e-02 7.49298819e-02]
[ -3.10847230e-02 2.10742891e-01 3.50174366e-01 -1.60228772e-02
-1.34381997e-01 -1.58712799e-01 1.35736905e-01 -5.01728511e-03
-9.41906469e-02 2.45046410e-01]
[ -3.79485744e-02 5.03215418e-02 -1.27892680e-01 1.90625995e-02
6.92100749e-02 -2.86739535e-01 -1.13748519e-01 1.61056373e-01
7.48836167e-02 2.75742577e-02]
[ 6.01220625e-02 7.73246900e-02 1.30337677e-01 -1.62087081e-01
1.92217078e-01 9.41970881e-02 3.54040604e-02 2.94776376e-01
2.50461387e-02 7.51198946e-02]
[ 1.96391287e-01 -1.26925666e-01 -1.79589532e-01 1.18636930e-01
-2.68790822e-01 -1.71366312e-01 1.95558489e-02 2.05510079e-01
2.44720843e-01 -3.10963416e-01]
[ 3.13889461e-02 9.60109376e-02 2.39536388e-01 2.30650056e-01
2.89844198e-02 -1.77482232e-01 -1.11059151e-01 -1.26215905e-01
-1.51781093e-01 -3.15331071e-01]
[ 5.74676524e-02 4.20625154e-02 -9.78607047e-02 -7.29298721e-03
9.37537655e-02 2.04168355e-02 -1.02637483e-01 -1.86626039e-01
6.91069758e-02 2.61710679e-01]
[ -1.00919993e-02 -8.33107983e-02 -7.03217083e-02 -6.57624896e-02
3.76316002e-02 -1.67417444e-01 1.21354273e-01 1.01254350e-02
2.65676233e-02 -5.17769907e-03]
[ -3.52076676e-03 -3.31733572e-02 2.26295131e-01 3.01974554e-02
-7.89568782e-02 -1.09925998e-01 2.21858757e-01 4.42090733e-02
-2.17387978e-01 6.10601207e-02]
[ 3.52062567e-02 -7.47377077e-02 8.95941888e-02 -4.38642548e-02
-7.65552704e-02 9.28749387e-02 1.80951496e-01 -2.69181200e-01
-5.50370448e-02 -1.42184647e-01]
[ -3.50373973e-02 1.16487944e-02 7.33846764e-02 -6.46860101e-02
7.71203454e-02 1.95142486e-01 1.71283895e-01 1.18740440e-01
-4.70250451e-02 1.45964443e-01]
[ 2.30332335e-01 7.20408581e-02 3.40853294e-02 9.41757690e-02
5.62489287e-03 -2.72364093e-02 -1.73869542e-01 1.47666094e-01
-4.39271240e-02 -2.98727563e-05]
[ -5.38454904e-02 -2.86108714e-01 -4.06552197e-02 -9.03112802e-02
2.00519011e-02 -5.65047725e-02 7.00442555e-02 5.34735759e-02
2.86425305e-02 4.58250302e-02]
[ -2.02041605e-01 1.18785097e-02 -2.84386590e-02 9.44233803e-02
-1.02194055e-01 -1.48606237e-01 -7.04626378e-02 -4.18799876e-02
4.80281458e-02 -4.40404523e-02]
[ -3.66945016e-02 7.02968623e-03 -7.57282690e-02 1.32035369e-01
1.27102366e-01 7.60311864e-02 1.28746435e-01 1.83276591e-01
-1.12793464e-02 1.64147058e-01]
[ 1.68958793e-01 3.80407259e-02 1.84919147e-01 1.09438521e-02
5.84130399e-02 1.54679949e-01 7.93231277e-02 1.78029120e-01
1.44281516e-01 -8.64909384e-02]
[ -1.14259222e-01 1.00805331e-01 2.16993400e-01 -4.24770391e-02
1.66099667e-01 1.61771222e-01 3.18447640e-02 -9.55043298e-03
-7.58624893e-02 -1.75326777e-02]
[ -1.04004722e-01 -2.56188875e-02 2.15492821e-02 7.99739884e-02
-9.02532240e-03 1.22412501e-01 2.79471558e-01 2.10234530e-02
-2.84989356e-01 -1.05779891e-01]
[ -1.66041044e-01 1.37003409e-01 -6.07561807e-02 -2.72492671e-01
-7.18210116e-02 8.24182555e-02 -6.58494998e-02 9.67853423e-02
-1.57766418e-01 1.20301905e-01]
[ 1.15312581e-01 -5.70774712e-02 -6.33846016e-02 -1.88994776e-02
-1.28186427e-01 -4.64318341e-02 -1.59370853e-01 1.40430639e-01
-6.32817797e-02 -3.97781891e-02]
[ 1.53765383e-01 -1.15419843e-01 -1.37918887e-01 8.16700560e-04
1.27904389e-01 -6.05889267e-02 -7.23927475e-02 -1.45394588e-01
1.33084892e-01 -8.91843230e-02]
[ -1.37500919e-01 1.56130904e-01 2.47063609e-01 -5.09229153e-02
2.23803020e-01 1.06980175e-01 -4.61009052e-03 -2.94889200e-01
-1.45969924e-01 -8.02179839e-02]
[ -3.27591297e-01 2.17750869e-01 2.50804351e-02 6.84578586e-03
-4.87667139e-02 -1.86653571e-01 -1.73904985e-01 2.32182457e-01
-7.52864839e-02 1.37247776e-01]
[ 1.41212444e-01 1.30714225e-01 -2.43538503e-01 -1.06745619e-01
9.25580606e-02 -2.81985935e-01 -8.11785725e-03 -1.66386704e-01
-1.64851019e-02 -1.94666790e-01]
[ 2.25151709e-01 -7.18302872e-02 7.24226110e-02 -3.12764773e-03
-9.83771202e-02 -4.14259901e-02 -1.02347843e-01 -1.40087050e-01
1.19670186e-01 -1.42820501e-01]
[ -1.04083850e-01 3.66604411e-03 1.18528454e-01 1.15447606e-01
-6.95814863e-02 -1.07870916e-01 2.16854862e-01 -7.29799672e-02
1.87929596e-01 9.73703889e-04]
[ 1.99323333e-02 -8.83153227e-02 2.14694327e-01 -2.23179027e-01
4.68530420e-02 1.11863258e-01 -4.22438630e-02 -1.08644180e-01
3.18582790e-02 2.67369350e-01]]
[[ 0.05357254]
[ 0.30274042]
[ 0.15431331]
[ 0.1230694 ]
[-0.54078844]
[-0.04563768]
[-0.27154216]
[-0.1225394 ]
[ 0.0183415 ]
[ 0.25382848]]
Progress: 0.6% ... Training loss: 0.896 ... Validation loss: 1.320[[ 5.48247324e-02 7.79470908e-02 -2.05865260e-01 -8.07718714e-03
-3.96243717e-01 2.92810470e-02 7.15052187e-02 1.71056492e-01
-1.68647911e-01 4.90764739e-02]
[ 2.34806174e-02 2.04805270e-01 -1.40192771e-02 4.97938597e-02
5.79630204e-02 -1.09954468e-02 2.67085939e-01 4.00236237e-02
1.45210835e-01 -1.25305145e-02]
[ 1.58107401e-01 2.53124337e-01 -4.97504492e-02 1.18304402e-01
6.08181847e-02 -2.23371587e-02 -4.53195265e-01 2.85900339e-02
1.25942660e-01 2.84422504e-01]
[ 1.44496932e-02 -2.08077257e-01 -1.68192412e-01 1.48091689e-02
1.25436516e-01 1.23636246e-01 7.48464220e-02 -1.91566410e-03
6.90891307e-03 1.34349560e-01]
[ -1.58782353e-02 2.04009918e-01 -1.69296072e-01 3.57875878e-02
1.21578136e-01 -1.65790248e-01 -1.02108648e-02 -1.06746394e-01
-2.11691486e-01 4.79675256e-02]
[ -3.51601132e-01 -2.28837091e-01 -2.76140056e-01 1.31355785e-01
1.22568035e-01 5.96304581e-02 -4.79357883e-02 -4.19110974e-02
-2.84557670e-02 4.76422151e-02]
[ -1.39390473e-03 -8.85257679e-02 9.20973683e-03 1.12739628e-01
-2.55060355e-01 -7.27791240e-02 1.17484396e-01 -1.82535530e-01
1.87223453e-01 6.47915634e-02]
[ 1.39230654e-01 -7.31860294e-02 4.28100315e-02 -3.75913017e-02
-7.34022904e-03 -6.06453149e-02 -1.38262628e-01 1.25412529e-01
8.29638101e-02 4.37021906e-02]
[ -1.61816208e-01 -3.35028472e-02 -3.09019688e-01 -2.98340055e-03
-9.89704356e-02 7.56403853e-02 -2.79348002e-01 -1.95658646e-02
2.77886058e-01 -1.05365576e-01]
[ 3.30003637e-02 -1.65900345e-01 6.89285030e-02 -2.64748312e-03
3.94483576e-02 -7.78706208e-02 -7.30339699e-02 -8.31679538e-02
-4.28314137e-02 1.45064033e-01]
[ -7.83116960e-02 1.43656359e-01 -1.73361384e-03 -1.59321289e-01
-3.20294115e-02 3.61034944e-02 4.97949212e-02 -9.74134086e-02
-2.22934102e-02 -1.21652616e-01]
[ -3.78996954e-02 1.91364276e-01 -2.83861491e-02 8.03713057e-02
2.51249862e-02 5.72486899e-02 -2.33734993e-01 -2.41591226e-02
-1.03702711e-01 -8.30457035e-02]
[ -1.55526240e-01 7.44339350e-03 6.26751934e-02 2.38845963e-02
-1.77575545e-01 -2.20528165e-01 -1.82166703e-01 -1.96911553e-01
8.88657078e-02 1.76541033e-01]
[ -1.98874162e-01 -6.53674166e-02 1.33707577e-01 2.86957609e-01
-2.07989090e-01 -9.13773400e-02 -1.89794972e-01 -2.59669431e-01
-1.99483391e-01 4.21913424e-02]
[ 1.12864877e-01 -1.89277946e-02 -1.49417758e-02 1.04786520e-01
-1.49081543e-02 -7.67534100e-02 8.50645167e-02 8.13941303e-04
1.69482793e-02 2.30741360e-02]
[ 6.49771700e-03 -1.00266206e-01 -2.27193593e-01 1.08568905e-01
4.21274310e-02 1.13501355e-01 -1.62441360e-02 -1.52999871e-02
-1.26459305e-01 -4.75348103e-02]
[ -1.25767713e-01 -3.43690193e-02 -2.04266587e-01 1.53312502e-01
-8.26712500e-02 1.34552615e-01 -5.40319372e-05 -2.51230752e-01
6.06007687e-02 -1.99391363e-01]
[ -8.43578318e-02 -6.45564947e-02 2.65707753e-01 8.62004323e-02
1.39630664e-01 -5.02382247e-02 -1.12608694e-01 1.27822591e-01
6.00391122e-02 1.70816861e-02]
[ 8.94010806e-02 1.35287876e-01 1.08334068e-01 1.42422737e-01
-1.57916108e-01 -5.24155068e-02 1.12295500e-01 1.17069515e-01
-1.90739095e-03 7.91312042e-03]
[ 2.96201298e-02 -6.22430386e-02 -2.74278669e-01 -1.69520811e-02
1.13598237e-01 -1.13220251e-01 8.10136556e-02 1.59968633e-01
1.25343300e-01 1.46672221e-02]
[ 5.67764567e-02 6.18508099e-02 -1.17841639e-01 4.48974177e-02
-1.41287965e-01 3.25433346e-01 1.99693591e-01 2.06148381e-01
-1.67998597e-01 -3.84535949e-02]
[ -1.04496136e-02 -6.72258815e-02 1.03463072e-01 8.73520904e-02
3.93773574e-02 1.29224209e-01 -1.89167720e-01 -2.88146694e-02
1.96513378e-01 5.93037627e-02]
[ 9.43276425e-02 4.50855837e-02 -6.05207933e-02 -1.21631266e-01
-6.06786256e-02 -3.17476557e-01 1.38356380e-01 1.33854946e-02
1.32302070e-01 6.69187106e-02]
[ -9.69782176e-02 2.65136807e-02 -1.32827061e-02 2.44090608e-02
8.13887284e-03 -2.02704305e-01 -9.47847559e-02 -2.02811118e-02
1.51329997e-02 1.33564847e-01]
[ -1.28694273e-01 -6.02340331e-03 -1.87921119e-01 1.77720819e-02
-3.19044623e-01 -1.14676776e-02 -6.57445261e-02 -2.37671325e-02
1.95098954e-02 9.10644427e-02]
[ 7.63926441e-02 2.55403209e-01 -8.50303526e-03 1.51299860e-02
1.69484761e-02 2.00337595e-01 1.83068390e-01 9.88695669e-02
-8.13338412e-02 -1.85594228e-01]
[ 1.10551289e-01 3.27248920e-02 4.91086346e-02 9.75908817e-02
5.06228258e-02 1.07183752e-02 7.37610986e-02 7.50631549e-02
1.47186455e-01 -1.55933640e-01]
[ 1.25314762e-01 -5.15030725e-02 3.01996421e-02 4.42417035e-02
1.24706951e-01 -5.93105453e-02 7.53690527e-02 3.10982140e-02
-2.56647307e-01 -1.44339292e-02]
[ -2.64338486e-02 -1.62695596e-01 7.70632840e-02 -1.41150614e-02
9.93978185e-02 -1.87927373e-01 1.44229533e-01 -9.97632048e-02
6.42187034e-02 3.06105299e-01]
[ -1.60937926e-01 4.75234737e-03 1.32804081e-01 1.15563707e-01
3.50640089e-01 5.40587286e-02 -1.68486049e-02 3.08589412e-02
2.46647284e-02 7.43974990e-02]
[ -3.12320284e-02 2.09895731e-01 3.49745643e-01 -1.63789271e-02
-1.32866223e-01 -1.58587417e-01 1.36499409e-01 -4.68279947e-03
-9.42427718e-02 2.44325325e-01]
[ -3.80059875e-02 4.99966609e-02 -1.28048977e-01 1.89297130e-02
6.97822008e-02 -2.86694192e-01 -1.13474431e-01 1.61183291e-01
7.48640747e-02 2.73120139e-02]
[ 6.01425972e-02 7.74273952e-02 1.30397927e-01 -1.62041193e-01
1.92055406e-01 9.41793301e-02 3.53094019e-02 2.94729379e-01
2.50533234e-02 7.51984897e-02]
[ 1.96505734e-01 -1.26265016e-01 -1.79230384e-01 1.18918797e-01
-2.69848620e-01 -1.71471124e-01 1.89161878e-02 2.05230083e-01
2.44759738e-01 -3.10384758e-01]
[ 3.14226039e-02 9.62081790e-02 2.39625148e-01 2.30725323e-01
2.86667820e-02 -1.77511718e-01 -1.11230901e-01 -1.26302899e-01
-1.51769537e-01 -3.15156887e-01]
[ 5.74214552e-02 4.18049052e-02 -9.79870589e-02 -7.39803901e-03
9.42111683e-02 2.04559267e-02 -1.02420896e-01 -1.86525299e-01
6.90908632e-02 2.61505601e-01]
[ -1.00409452e-02 -8.29905673e-02 -7.01811798e-02 -6.56347197e-02
3.70719169e-02 -1.67459829e-01 1.21096896e-01 1.00010112e-02
2.65862497e-02 -4.92670772e-03]
[ -3.51611562e-03 -3.31456905e-02 2.26309808e-01 3.02094875e-02
-7.90046196e-02 -1.09930381e-01 2.21833787e-01 4.41974953e-02
-2.17386518e-01 6.10849115e-02]
[ 3.51994986e-02 -7.47730712e-02 8.95660219e-02 -4.38800985e-02
-7.64734983e-02 9.28799191e-02 1.80976388e-01 -2.69170935e-01
-5.50399972e-02 -1.42205006e-01]
[ -3.50125260e-02 1.18003164e-02 7.34573544e-02 -6.46244785e-02
7.68381904e-02 1.95119544e-01 1.71148616e-01 1.18677265e-01
-4.70173356e-02 1.46092351e-01]
[ 2.30455483e-01 7.27855925e-02 3.44640821e-02 9.44769967e-02
4.33449060e-03 -2.73485877e-02 -1.74464105e-01 1.47366216e-01
-4.38831503e-02 5.92114110e-04]
[ -5.37501926e-02 -2.85558644e-01 -4.03692835e-02 -9.00819004e-02
1.90704579e-02 -5.65887786e-02 6.95765505e-02 5.32489526e-02
2.86742708e-02 4.62653639e-02]
[ -2.01745571e-01 1.35185580e-02 -2.75830176e-02 9.51126497e-02
-1.05026129e-01 -1.48850249e-01 -7.19100690e-02 -4.25526316e-02
4.81300275e-02 -4.26483234e-02]
[ -3.64979831e-02 8.11581517e-03 -7.51631351e-02 1.32474287e-01
1.25187442e-01 7.58693816e-02 1.27795716e-01 1.82823496e-01
-1.12122353e-02 1.65038075e-01]
[ 1.69034539e-01 3.84900681e-02 1.85148692e-01 1.11305210e-02
5.76080140e-02 1.54612814e-01 7.89280451e-02 1.77867234e-01
1.44309213e-01 -8.61076689e-02]
[ -1.14195186e-01 1.01156123e-01 2.17176284e-01 -4.23289704e-02
1.65456094e-01 1.61718821e-01 3.15297375e-02 -9.69639219e-03
-7.58413496e-02 -1.72385291e-02]
[ -1.04044665e-01 -2.58493987e-02 2.14182385e-02 7.98658907e-02
-8.56681245e-03 1.22450668e-01 2.79691871e-01 2.11315146e-02
-2.85004439e-01 -1.06010054e-01]
[ -1.66112210e-01 1.36607346e-01 -6.09548488e-02 -2.72659196e-01
-7.11059368e-02 8.24797113e-02 -6.55160808e-02 9.69485950e-02
-1.57790957e-01 1.19970849e-01]
[ 1.15232624e-01 -5.75265574e-02 -6.36065619e-02 -1.90901277e-02
-1.27367566e-01 -4.63614775e-02 -1.58954211e-01 1.40615430e-01
-6.33089770e-02 -4.01667730e-02]
[ 1.53792549e-01 -1.15157886e-01 -1.37815601e-01 8.90056111e-04
1.27597801e-01 -6.06118799e-02 -7.24468396e-02 -1.45485392e-01
1.33096411e-01 -8.90271309e-02]
[ -1.37407967e-01 1.56658197e-01 2.47355158e-01 -5.07007876e-02
2.22874238e-01 1.06897799e-01 -5.05102025e-03 -2.95111614e-01
-1.45937795e-01 -7.98125754e-02]
[ -3.27847442e-01 2.16210888e-01 2.42671150e-02 6.19503725e-03
-4.59330754e-02 -1.86423729e-01 -1.72577264e-01 2.32822164e-01
-7.53786666e-02 1.35952729e-01]
[ 1.41269405e-01 1.31027819e-01 -2.43335792e-01 -1.06616383e-01
9.21295148e-02 -2.82028461e-01 -8.46883636e-03 -1.66517306e-01
-1.64671332e-02 -1.94370966e-01]
[ 2.25066788e-01 -7.22813435e-02 7.21705751e-02 -3.32812945e-03
-9.75470461e-02 -4.13522866e-02 -1.01900083e-01 -1.39899781e-01
1.19640319e-01 -1.43225582e-01]
[ -1.04046679e-01 3.85046366e-03 1.18614488e-01 1.15505372e-01
-6.98639143e-02 -1.07893396e-01 2.16685251e-01 -7.30513920e-02
1.87939702e-01 1.09578519e-03]
[ 2.01773634e-02 -8.69112848e-02 2.15405350e-01 -2.22596404e-01
4.44741570e-02 1.11651162e-01 -4.34698178e-02 -1.09208478e-01
3.19400135e-02 2.68521499e-01]]
[[ 0.06531707]
[ 0.31434487]
[ 0.16119685]
[ 0.1276662 ]
[-0.5426642 ]
[-0.04332322]
[-0.27830294]
[-0.11482548]
[ 0.02799441]
[ 0.26229963]]
Progress: 0.6% ... Training loss: 0.890 ... Validation loss: 1.302[[ 5.53488454e-02 8.04110388e-02 -2.04597894e-01 -7.06024773e-03
-4.00275340e-01 2.89301248e-02 6.93821783e-02 1.70116080e-01
-1.68411445e-01 5.12389209e-02]
[ 2.34369304e-02 2.04528023e-01 -1.41518646e-02 4.96822639e-02
5.84205080e-02 -1.09579615e-02 2.67292556e-01 4.01157639e-02
1.45188704e-01 -1.27399017e-02]
[ 1.59744868e-01 2.60979933e-01 -4.55407037e-02 1.21657792e-01
4.71806293e-02 -2.34603469e-02 -4.60021878e-01 2.56015900e-02
1.26672426e-01 2.91244798e-01]
[ 1.28609318e-02 -2.15471963e-01 -1.71984897e-01 1.16986709e-02
1.38256463e-01 1.24679616e-01 8.11848788e-02 8.95737252e-04
6.22256609e-03 1.28147132e-01]
[ -1.56821046e-02 2.04811131e-01 -1.68735946e-01 3.61927090e-02
1.19847852e-01 -1.65931112e-01 -1.10192767e-02 -1.07117328e-01
-2.11587158e-01 4.87041221e-02]
[ -3.51846894e-01 -2.30037110e-01 -2.76846783e-01 1.30799252e-01
1.24897252e-01 5.98147195e-02 -4.68445925e-02 -4.14385107e-02
-2.85671085e-02 4.65597205e-02]
[ -1.22295531e-03 -8.76981785e-02 9.61320356e-03 1.13063864e-01
-2.56311946e-01 -7.28888737e-02 1.16800865e-01 -1.82834222e-01
1.87297990e-01 6.54688580e-02]
[ 1.39401167e-01 -7.23835463e-02 4.32756770e-02 -3.72384448e-02
-8.71266740e-03 -6.07687881e-02 -1.38896845e-01 1.25079296e-01
8.30489266e-02 4.44935265e-02]
[ -1.61838264e-01 -3.36040585e-02 -3.09052466e-01 -3.03303727e-03
-9.87801282e-02 7.56573234e-02 -2.79264092e-01 -1.95234991e-02
2.77868634e-01 -1.05465467e-01]
[ 3.32525556e-02 -1.64627014e-01 6.94789481e-02 -2.18398843e-03
3.75712440e-02 -7.80295492e-02 -7.39784534e-02 -8.36185600e-02
-4.27209193e-02 1.46120360e-01]
[ -7.81272470e-02 1.44423584e-01 -1.31010080e-03 -1.58997145e-01
-3.32864800e-02 3.59897106e-02 4.90994050e-02 -9.77253094e-02
-2.22185357e-02 -1.20991530e-01]
[ -3.82626931e-02 1.89652562e-01 -2.92305000e-02 7.96545909e-02
2.81546643e-02 5.74893788e-02 -2.32237635e-01 -2.35135888e-02
-1.03857192e-01 -8.44768708e-02]
[ -1.55526240e-01 7.44339350e-03 6.26751934e-02 2.38845963e-02
-1.77575545e-01 -2.20528165e-01 -1.82166703e-01 -1.96911553e-01
8.88657078e-02 1.76541033e-01]
[ -1.99057834e-01 -6.62531029e-02 1.33216620e-01 2.86560311e-01
-2.06312162e-01 -9.12454742e-02 -1.88962524e-01 -2.59328699e-01
-1.99565776e-01 4.14228370e-02]
[ 1.12783093e-01 -1.92533362e-02 -1.51703551e-02 1.04606574e-01
-1.41847576e-02 -7.66901057e-02 8.53467058e-02 9.71464135e-04
1.69123012e-02 2.27165158e-02]
[ 6.51425513e-03 -1.00270730e-01 -2.27184596e-01 1.08589144e-01
4.20480940e-02 1.13489968e-01 -1.62831648e-02 -1.53300196e-02
-1.26451918e-01 -4.74668490e-02]
[ -1.25713625e-01 -3.41310222e-02 -2.04139961e-01 1.53405374e-01
-8.30772267e-02 1.34519764e-01 -2.75977581e-04 -2.51309382e-01
6.06241788e-02 -1.99209031e-01]
[ -8.40783104e-02 -6.32018169e-02 2.66377720e-01 8.67509062e-02
1.37485108e-01 -5.04228264e-02 -1.13754018e-01 1.27317883e-01
6.01588964e-02 1.81936636e-02]
[ 8.94194298e-02 1.35385129e-01 1.08425901e-01 1.42480282e-01
-1.58161008e-01 -5.24349408e-02 1.12251834e-01 1.17020269e-01
-1.89240952e-03 8.03101283e-03]
[ 2.95753259e-02 -6.24445744e-02 -2.74389178e-01 -1.70383370e-02
1.13996196e-01 -1.13190672e-01 8.12145759e-02 1.60038035e-01
1.25325490e-01 1.45330471e-02]
[ 5.68011745e-02 6.19895420e-02 -1.17760249e-01 4.49564237e-02
-1.41496444e-01 3.25412283e-01 1.99601664e-01 2.06092583e-01
-1.67983351e-01 -3.83284064e-02]
[ -1.03593704e-02 -6.68373195e-02 1.03675299e-01 8.75159982e-02
3.86957772e-02 1.29165470e-01 -1.89515736e-01 -2.89656858e-02
1.96551786e-01 5.96716329e-02]
[ 9.44323742e-02 4.55853516e-02 -6.02515940e-02 -1.21427860e-01
-6.15350565e-02 -3.17545098e-01 1.37918425e-01 1.31983066e-02
1.32340176e-01 6.73326756e-02]
[ -9.70621880e-02 2.61201477e-02 -1.34743778e-02 2.42390935e-02
8.85635902e-03 -2.02647917e-01 -9.44504549e-02 -2.01287250e-02
1.50965632e-02 1.33229451e-01]
[ -1.28814589e-01 -6.60073020e-03 -1.88230033e-01 1.75290256e-02
-3.18042636e-01 -1.13842218e-02 -6.52091643e-02 -2.35475301e-02
1.94560698e-02 9.05591971e-02]
[ 7.62678020e-02 2.54793139e-01 -8.79891537e-03 1.48813660e-02
1.80120620e-02 2.00421089e-01 1.83610126e-01 9.90916816e-02
-8.13882798e-02 -1.86103844e-01]
[ 1.10374339e-01 3.19108472e-02 4.86871384e-02 9.72404286e-02
5.20471245e-02 1.08363783e-02 7.44843083e-02 7.53771337e-02
1.47112977e-01 -1.56616773e-01]
[ 1.25169048e-01 -5.21691333e-02 2.98465783e-02 4.39586295e-02
1.25871658e-01 -5.92150074e-02 7.59699054e-02 3.13438115e-02
-2.56705805e-01 -1.50081808e-02]
[ -2.65772116e-02 -1.63381158e-01 7.66970021e-02 -1.44059983e-02
1.00544906e-01 -1.87829118e-01 1.44839008e-01 -9.95018794e-02
6.41558959e-02 3.05581385e-01]
[ -1.61024118e-01 4.34229927e-03 1.32558461e-01 1.15364106e-01
3.51467343e-01 5.41264168e-02 -1.64584526e-02 3.10326694e-02
2.46216247e-02 7.40055309e-02]
[ -3.13721978e-02 2.09218984e-01 3.49395299e-01 -1.66582332e-02
-1.31722977e-01 -1.58493530e-01 1.37078202e-01 -4.44067395e-03
-9.43021903e-02 2.43805956e-01]
[ -3.80844413e-02 4.96176312e-02 -1.28249949e-01 1.87700433e-02
7.04185003e-02 -2.86643317e-01 -1.13129165e-01 1.61323405e-01
7.48300318e-02 2.69901106e-02]
[ 6.01917785e-02 7.76709267e-02 1.30519532e-01 -1.61945502e-01
1.91636183e-01 9.41459316e-02 3.50949512e-02 2.94641531e-01
2.50747402e-02 7.54029095e-02]
[ 1.96653231e-01 -1.25630158e-01 -1.78858544e-01 1.19213747e-01
-2.70930927e-01 -1.71571654e-01 1.83118650e-02 2.04959136e-01
2.44817829e-01 -3.09786969e-01]
[ 3.14448214e-02 9.63071447e-02 2.39678350e-01 2.30767321e-01
2.85246290e-02 -1.77526017e-01 -1.11321793e-01 -1.26340777e-01
-1.51760406e-01 -3.15074231e-01]
[ 5.73900914e-02 4.16536934e-02 -9.80614196e-02 -7.46856587e-03
9.45069520e-02 2.04776506e-02 -1.02323830e-01 -1.86460843e-01
6.90754923e-02 2.61384003e-01]
[ -1.00730991e-02 -8.31378465e-02 -7.02511833e-02 -6.56925980e-02
3.73501500e-02 -1.67441336e-01 1.21208042e-01 1.00548032e-02
2.65729573e-02 -5.02897591e-03]
[ -3.44273563e-03 -3.27833159e-02 2.26468562e-01 3.03542202e-02
-7.95164416e-02 -1.09977767e-01 2.21533490e-01 4.40698014e-02
-2.17353935e-01 6.13560605e-02]
[ 3.52325751e-02 -7.46227116e-02 8.96484857e-02 -4.38148378e-02
-7.66737373e-02 9.28584802e-02 1.80835350e-01 -2.69228108e-01
-5.50255582e-02 -1.42071808e-01]
[ -3.49568428e-02 1.20731583e-02 7.35896171e-02 -6.45164567e-02
7.63698004e-02 1.95083033e-01 1.70894358e-01 1.18586807e-01
-4.69943538e-02 1.46312675e-01]
[ 2.30418148e-01 7.25880216e-02 3.43734810e-02 9.44055465e-02
4.65559472e-03 -2.73254183e-02 -1.74273343e-01 1.47429750e-01
-4.38963257e-02 4.32771676e-04]
[ -5.35156702e-02 -2.84446938e-01 -3.98003111e-02 -8.96275941e-02
1.72269593e-02 -5.67430875e-02 6.86632338e-02 5.28340034e-02
2.87751247e-02 4.71756369e-02]
[ -2.01563915e-01 1.43816977e-02 -2.71671445e-02 9.54517104e-02
-1.06449616e-01 -1.48959244e-01 -7.26184852e-02 -4.28557716e-02
4.82055838e-02 -4.19299551e-02]
[ -3.59930445e-02 1.05408558e-02 -7.38903824e-02 1.33486286e-01
1.20881674e-01 7.55246418e-02 1.25721228e-01 1.81895700e-01
-1.09870326e-02 1.67049243e-01]
[ 1.69037612e-01 3.85177491e-02 1.85158309e-01 1.11369477e-02
5.75814576e-02 1.54610697e-01 7.89133075e-02 1.77861181e-01
1.44310429e-01 -8.60918049e-02]
[ -1.14205815e-01 1.01094766e-01 2.17143922e-01 -4.23570099e-02
1.65590225e-01 1.61727958e-01 3.15894547e-02 -9.67180999e-03
-7.58474426e-02 -1.72919674e-02]
[ -1.04033312e-01 -2.58023516e-02 2.14481539e-02 7.98880748e-02
-8.66858311e-03 1.22443412e-01 2.79625128e-01 2.11096177e-02
-2.84997208e-01 -1.05962822e-01]
[ -1.66188619e-01 1.36237200e-01 -6.11386242e-02 -2.72807591e-01
-7.04865388e-02 8.25302830e-02 -6.51851364e-02 9.70805467e-02
-1.57824114e-01 1.19662487e-01]
[ 1.15073262e-01 -5.82661331e-02 -6.40094518e-02 -1.94158829e-02
-1.26001982e-01 -4.62533562e-02 -1.58293011e-01 1.40906989e-01
-6.33799172e-02 -4.08238043e-02]
[ 1.53868430e-01 -1.14826602e-01 -1.37651699e-01 1.01693139e-03
1.27075529e-01 -6.06541736e-02 -7.27262482e-02 -1.45599481e-01
1.33125716e-01 -8.87277857e-02]
[ -1.37546164e-01 1.55913948e-01 2.46981509e-01 -5.10074663e-02
2.24154765e-01 1.06999503e-01 -4.44799851e-03 -2.94852633e-01
-1.46001139e-01 -8.03933639e-02]
[ -3.27980762e-01 2.15592585e-01 2.39538062e-02 5.92911490e-03
-4.48096072e-02 -1.86334592e-01 -1.72045704e-01 2.33058169e-01
-7.54346762e-02 1.35471865e-01]
[ 1.41338676e-01 1.31376887e-01 -2.43160406e-01 -1.06471826e-01
9.15642346e-02 -2.82071289e-01 -8.74686964e-03 -1.66650667e-01
-1.64376036e-02 -1.94082082e-01]
[ 2.25195487e-01 -7.15650271e-02 7.25268083e-02 -3.06733172e-03
-9.85931319e-02 -4.14430532e-02 -1.02407555e-01 -1.40152898e-01
1.19702009e-01 -1.42686799e-01]
[ -1.04142328e-01 3.35365402e-03 1.18366717e-01 1.15304967e-01
-6.89771666e-02 -1.07832011e-01 2.17057591e-01 -7.28825637e-02
1.87901103e-01 7.39623981e-04]
[ 2.03443203e-02 -8.61197480e-02 2.15774164e-01 -2.22284703e-01
4.32125477e-02 1.11542801e-01 -4.40544685e-02 -1.09488698e-01
3.20083295e-02 2.69098545e-01]]
[[ 0.07471182]
[ 0.32493454]
[ 0.1643353 ]
[ 0.13065965]
[-0.5455276 ]
[-0.04553929]
[-0.28746748]
[-0.10962254]
[ 0.0344486 ]
[ 0.26924655]]
Progress: 0.7% ... Training loss: 0.883 ... Validation loss: 1.288[[ 5.59105598e-02 8.27419320e-02 -2.03326567e-01 -6.06384276e-03
-4.03911237e-01 2.85934718e-02 6.74243946e-02 1.69302147e-01
-1.68145349e-01 5.33516755e-02]
[ 2.33298782e-02 2.04056980e-01 -1.43977814e-02 4.94861810e-02
5.91980987e-02 -1.08890522e-02 2.67696515e-01 4.02776591e-02
1.45140090e-01 -1.31200800e-02]
[ 1.61860108e-01 2.69760088e-01 -4.07234718e-02 1.25557663e-01
3.16985096e-02 -2.47872186e-02 -4.67567984e-01 2.24434617e-02
1.27664550e-01 2.99056780e-01]
[ 1.17256836e-02 -2.20226476e-01 -1.74483100e-01 9.68489666e-03
1.46076150e-01 1.25354271e-01 8.51189162e-02 2.60394442e-03
5.70949098e-03 1.24100965e-01]
[ -1.52525224e-02 2.06372634e-01 -1.67708933e-01 3.70003644e-02
1.16304427e-01 -1.66195017e-01 -1.27511931e-02 -1.07852147e-01
-2.11362672e-01 5.02490504e-02]
[ -3.52422436e-01 -2.32363203e-01 -2.78151052e-01 1.29727949e-01
1.29311658e-01 6.01854129e-02 -4.46720234e-02 -4.05695895e-02
-2.88360038e-02 4.44275535e-02]
[ -1.18626516e-03 -8.75648093e-02 9.71612769e-03 1.13134154e-01
-2.56389939e-01 -7.29077197e-02 1.16624363e-01 -1.82893693e-01
1.87320235e-01 6.56433526e-02]
[ 1.39798751e-01 -7.08239927e-02 4.41450280e-02 -3.65326536e-02
-1.13851105e-02 -6.10066995e-02 -1.40080945e-01 1.24520663e-01
8.32295371e-02 4.59214191e-02]
[ -1.62014457e-01 -3.42909308e-02 -3.09398915e-01 -3.34364695e-03
-9.75036726e-02 7.57664484e-02 -2.78563089e-01 -1.92643213e-02
2.77791657e-01 -1.06110781e-01]
[ 3.30838697e-02 -1.65123695e-01 6.91002600e-02 -2.50613457e-03
3.91414266e-02 -7.79059709e-02 -7.30874042e-02 -8.33629662e-02
-4.27941580e-02 1.45535120e-01]
[ -7.80258351e-02 1.44713846e-01 -1.13194741e-03 -1.58850138e-01
-3.36015990e-02 3.59384932e-02 4.88028479e-02 -9.78286856e-02
-2.21767184e-02 -1.20680503e-01]
[ -3.85128787e-02 1.88538939e-01 -2.97084075e-02 7.92238980e-02
2.98400256e-02 5.76400789e-02 -2.31319158e-01 -2.31558122e-02
-1.03968786e-01 -8.53777517e-02]
[ -1.55526240e-01 7.44339350e-03 6.26751934e-02 2.38845963e-02
-1.77575545e-01 -2.20528165e-01 -1.82166703e-01 -1.96911553e-01
8.88657078e-02 1.76541033e-01]
[ -1.99394638e-01 -6.76951422e-02 1.32410198e-01 2.85900419e-01
-2.03636889e-01 -9.10200261e-02 -1.87603876e-01 -2.58806117e-01
-1.99728988e-01 4.01151768e-02]
[ 1.12605929e-01 -1.99559098e-02 -1.55577089e-02 1.04292404e-01
-1.28855701e-02 -7.65809630e-02 8.59582694e-02 1.23247397e-03
1.68321960e-02 2.20968050e-02]
[ 6.43402342e-03 -1.00548079e-01 -2.27326192e-01 1.08463701e-01
4.26070998e-02 1.13532102e-01 -1.60424560e-02 -1.52265510e-02
-1.26483819e-01 -4.77266238e-02]
[ -1.25665874e-01 -3.39389184e-02 -2.04033618e-01 1.53484335e-01
-8.33133924e-02 1.34490124e-01 -4.44242776e-04 -2.51372383e-01
6.06464359e-02 -1.99042270e-01]
[ -8.41069848e-02 -6.33482554e-02 2.66323355e-01 8.66965768e-02
1.37760272e-01 -5.03943449e-02 -1.13635810e-01 1.27362117e-01
6.01468703e-02 1.81076838e-02]
[ 8.95072298e-02 1.35729112e-01 1.08613437e-01 1.42641943e-01
-1.58779369e-01 -5.24858125e-02 1.11916931e-01 1.16887419e-01
-1.85166075e-03 8.34350409e-03]
[ 2.97217708e-02 -6.18098277e-02 -2.74061229e-01 -1.67735631e-02
1.12938460e-01 -1.13275017e-01 8.08134440e-02 1.59828856e-01
1.25389575e-01 1.50566366e-02]
[ 5.71172647e-02 6.32363154e-02 -1.17051889e-01 4.55259042e-02
-1.43613440e-01 3.25211311e-01 1.98556856e-01 2.05637320e-01
-1.67834365e-01 -3.71258878e-02]
[ -1.04522027e-02 -6.72406212e-02 1.03456220e-01 8.73470621e-02
3.93922210e-02 1.29224094e-01 -1.89153795e-01 -2.88256371e-02
1.96510622e-01 5.93053632e-02]
[ 9.44197721e-02 4.55721500e-02 -6.02558831e-02 -1.21445811e-01
-6.14576572e-02 -3.17537172e-01 1.37970188e-01 1.32151346e-02
1.32339019e-01 6.73010923e-02]
[ -9.71657445e-02 2.56713887e-02 -1.36744049e-02 2.40563413e-02
9.58783131e-03 -2.02585245e-01 -9.40630565e-02 -1.99794684e-02
1.50481158e-02 1.32853368e-01]
[ -1.28898270e-01 -6.90471642e-03 -1.88425532e-01 1.73717901e-02
-3.17386899e-01 -1.13297614e-02 -6.48773147e-02 -2.34146695e-02
1.94149892e-02 9.02258037e-02]
[ 7.62216729e-02 2.54579469e-01 -8.91020625e-03 1.47934663e-02
1.83674543e-02 2.00451943e-01 1.83796915e-01 9.91618355e-02
-8.14092579e-02 -1.86286240e-01]
[ 1.10244054e-01 3.13556431e-02 4.83870957e-02 9.69993493e-02
5.30448233e-02 1.09201818e-02 7.49477284e-02 7.55771480e-02
1.47053148e-01 -1.57071381e-01]
[ 1.24834963e-01 -5.36362523e-02 2.90947146e-02 4.33404406e-02
1.28425290e-01 -5.90010295e-02 7.72963288e-02 3.18625690e-02
-2.56862850e-01 -1.62814633e-02]
[ -2.68220141e-02 -1.64425396e-01 7.61405729e-02 -1.48515778e-02
1.02379543e-01 -1.87678626e-01 1.45783768e-01 -9.91355039e-02
6.40436360e-02 3.04722903e-01]
[ -1.61196424e-01 3.58471446e-03 1.32195629e-01 1.15060438e-01
3.52678811e-01 5.42315693e-02 -1.58084196e-02 3.12870955e-02
2.45408780e-02 7.33754330e-02]
[ -3.15083334e-02 2.08616590e-01 3.49103693e-01 -1.68968244e-02
-1.30747821e-01 -1.58410047e-01 1.37608780e-01 -4.23961358e-03
-9.43650196e-02 2.43386537e-01]
[ -3.81311774e-02 4.94360668e-02 -1.28354174e-01 1.86875782e-02
7.07636665e-02 -2.86614972e-01 -1.12969511e-01 1.61392517e-01
7.48083677e-02 2.68227315e-02]
[ 6.00390049e-02 7.71217426e-02 1.30166177e-01 -1.62222284e-01
1.92750620e-01 9.42410524e-02 3.56591051e-02 2.94874037e-01
2.50017543e-02 7.48450773e-02]
[ 1.96691145e-01 -1.25460088e-01 -1.78765664e-01 1.19280474e-01
-2.71247788e-01 -1.71591763e-01 1.81980314e-02 2.04908141e-01
2.44835512e-01 -3.09643332e-01]
[ 3.14958302e-02 9.65416593e-02 2.39798006e-01 2.30862344e-01
2.81641575e-02 -1.77559383e-01 -1.11527737e-01 -1.26420731e-01
-1.51735724e-01 -3.14889675e-01]
[ 5.72524566e-02 4.10346288e-02 -9.83770388e-02 -7.72520953e-03
9.55529086e-02 2.05656511e-02 -1.01810549e-01 -1.86248704e-01
6.90110126e-02 2.60876213e-01]
[ -1.01068175e-02 -8.32810436e-02 -7.03254228e-02 -6.57519760e-02
3.75979245e-02 -1.67421332e-01 1.21337119e-01 1.01045801e-02
2.65576850e-02 -5.15348589e-03]
[ -3.28281174e-03 -3.20572568e-02 2.26838841e-01 3.06606891e-02
-8.08236276e-02 -1.10081447e-01 2.20929223e-01 4.38139058e-02
-2.17276920e-01 6.19313349e-02]
[ 3.52391258e-02 -7.46199297e-02 8.96479887e-02 -4.38159797e-02
-7.65835956e-02 9.28591090e-02 1.80831551e-01 -2.69235428e-01
-5.50242230e-02 -1.42056880e-01]
[ -3.49986619e-02 1.18861495e-02 7.34925348e-02 -6.45960029e-02
7.66978507e-02 1.95110881e-01 1.71069040e-01 1.18650753e-01
-4.70145048e-02 1.46150646e-01]
[ 2.30422982e-01 7.26035972e-02 3.43874484e-02 9.44154381e-02
4.61690748e-03 -2.73283493e-02 -1.74279051e-01 1.47421506e-01
-4.38934744e-02 4.53008818e-04]
[ -5.34151633e-02 -2.83982741e-01 -3.95745267e-02 -8.94426557e-02
1.64735961e-02 -5.68027833e-02 6.83197607e-02 5.26754477e-02
2.88236668e-02 4.75229221e-02]
[ -2.00938614e-01 1.69963787e-02 -2.57698386e-02 9.65527512e-02
-1.10526007e-01 -1.49334936e-01 -7.47784815e-02 -4.37570558e-02
4.84945447e-02 -3.96672256e-02]
[ -3.57998539e-02 1.14237854e-02 -7.34311920e-02 1.33847498e-01
1.19391169e-01 7.54003794e-02 1.24957406e-01 1.81594993e-01
-1.08941063e-02 1.67760252e-01]
[ 1.69087059e-01 3.87179033e-02 1.85262747e-01 1.12225341e-02
5.72936819e-02 1.54581890e-01 7.87398083e-02 1.77792327e-01
1.44332337e-01 -8.59247836e-02]
[ -1.14054709e-01 1.01745529e-01 2.17482867e-01 -4.20841221e-02
1.64484786e-01 1.61633373e-01 3.10179840e-02 -9.89787775e-03
-7.57772471e-02 -1.67416049e-02]
[ -1.04077532e-01 -2.59988779e-02 2.13463173e-02 7.98025321e-02
-8.31109412e-03 1.22473202e-01 2.79798365e-01 2.11782290e-02
-2.85015295e-01 -1.06138708e-01]
[ -1.66232956e-01 1.36043772e-01 -6.12255288e-02 -2.72885633e-01
-7.01633179e-02 8.25570705e-02 -6.50106751e-02 9.71426954e-02
-1.57844764e-01 1.19498877e-01]
[ 1.14941004e-01 -5.88377193e-02 -6.43025177e-02 -1.96509432e-02
-1.25105099e-01 -4.61714533e-02 -1.57824780e-01 1.41105832e-01
-6.34420530e-02 -4.12986172e-02]
[ 1.53776536e-01 -1.15140623e-01 -1.37832072e-01 8.65107686e-04
1.27650134e-01 -6.06005804e-02 -7.23619745e-02 -1.45473717e-01
1.33088548e-01 -8.90401379e-02]
[ -1.37722471e-01 1.55164112e-01 2.46564996e-01 -5.13432550e-02
2.25523751e-01 1.07116636e-01 -3.77398712e-03 -2.94581132e-01
-1.46084298e-01 -8.10351741e-02]
[ -3.27707252e-01 2.16800756e-01 2.45868577e-02 6.43632343e-03
-4.68029911e-02 -1.86505782e-01 -1.73088001e-01 2.32663833e-01
-7.53036442e-02 1.36495754e-01]
[ 1.41147702e-01 1.30554179e-01 -2.43535033e-01 -1.06793082e-01
9.28396617e-02 -2.81962085e-01 -8.05755725e-03 -1.66392360e-01
-1.65220345e-02 -1.94747698e-01]
[ 2.25281996e-01 -7.12699481e-02 7.26960890e-02 -2.95565762e-03
-9.87823776e-02 -4.14807942e-02 -1.02565694e-01 -1.40255714e-01
1.19737225e-01 -1.42396705e-01]
[ -1.04304564e-01 2.66130057e-03 1.18026687e-01 1.15017446e-01
-6.77329649e-02 -1.07726995e-01 2.17726769e-01 -7.26305532e-02
1.87823490e-01 1.61339036e-04]
[ 2.02882535e-02 -8.63641224e-02 2.15604933e-01 -2.22413029e-01
4.38723830e-02 1.11589847e-01 -4.37378385e-02 -1.09389134e-01
3.19814365e-02 2.68807531e-01]]
[[ 0.072106 ]
[ 0.33025711]
[ 0.15457844]
[ 0.12338035]
[-0.56184111]
[-0.05774402]
[-0.30919512]
[-0.11198677]
[ 0.02737569]
[ 0.26532908]]
Progress: 0.7% ... Training loss: 0.873 ... Validation loss: 1.302[[ 5.61997751e-02 8.38055794e-02 -2.02658619e-01 -5.57335032e-03
-4.05958493e-01 2.83679125e-02 6.64857705e-02 1.68878868e-01
-1.68037563e-01 5.43993262e-02]
[ 2.32690773e-02 2.03775085e-01 -1.45325394e-02 4.93804637e-02
5.96326505e-02 -1.08378084e-02 2.67913392e-01 4.03680939e-02
1.45118154e-01 -1.33255327e-02]
[ 1.63522055e-01 2.77241817e-01 -3.69418205e-02 1.28576249e-01
1.82862111e-02 -2.61832645e-02 -4.74323903e-01 1.97971459e-02
1.28307634e-01 3.05285991e-01]
[ 1.00697153e-02 -2.27714015e-01 -1.78034544e-01 6.77602836e-03
1.59075750e-01 1.26686731e-01 9.20923055e-02 5.14617518e-03
5.07467103e-03 1.18111935e-01]
[ -1.53823757e-02 2.05791397e-01 -1.67885248e-01 3.67268282e-02
1.17109512e-01 -1.66069939e-01 -1.24451984e-02 -1.07712364e-01
-2.11400110e-01 4.96990660e-02]
[ -3.52787569e-01 -2.34217397e-01 -2.79036531e-01 1.29011220e-01
1.32556804e-01 6.05232828e-02 -4.29725055e-02 -3.99392251e-02
-2.89859583e-02 4.29432028e-02]
[ -1.67834272e-03 -8.97299521e-02 8.70389281e-03 1.12273547e-01
-2.52618221e-01 -7.25093454e-02 1.18668395e-01 -1.82165510e-01
1.87135095e-01 6.38633495e-02]
[ 1.40253042e-01 -6.89053646e-02 4.51418517e-02 -3.57378835e-02
-1.47752307e-02 -6.13734121e-02 -1.41711473e-01 1.23831756e-01
8.33956355e-02 4.75876637e-02]
[ -1.62238775e-01 -3.52921806e-02 -3.09846939e-01 -3.73020999e-03
-9.57544626e-02 7.59469990e-02 -2.77597220e-01 -1.89159701e-02
2.77705174e-01 -1.06932363e-01]
[ 3.29237906e-02 -1.65715974e-01 6.87880603e-02 -2.79855343e-03
4.03569256e-02 -7.77686592e-02 -7.22820268e-02 -8.31197034e-02
-4.28560397e-02 1.44953181e-01]
[ -7.82178939e-02 1.43477174e-01 -1.57418265e-03 -1.59237903e-01
-3.17038977e-02 3.61248644e-02 4.98918392e-02 -9.74822299e-02
-2.22627938e-02 -1.21479123e-01]
[ -3.87879788e-02 1.87265932e-01 -3.03028874e-02 7.87349536e-02
3.21027793e-02 5.78664780e-02 -2.30134635e-01 -2.27275380e-02
-1.04076310e-01 -8.64168849e-02]
[ -1.55526240e-01 7.44339350e-03 6.26751934e-02 2.38845963e-02
-1.77575545e-01 -2.20528165e-01 -1.82166703e-01 -1.96911553e-01
8.88657078e-02 1.76541033e-01]
[ -1.99584871e-01 -6.86347573e-02 1.31918884e-01 2.85504710e-01
-2.01834332e-01 -9.08330941e-02 -1.86668892e-01 -2.58460840e-01
-1.99812201e-01 3.92882611e-02]
[ 1.12471372e-01 -2.06888798e-02 -1.58678394e-02 1.04048511e-01
-1.17699828e-02 -7.64663015e-02 8.65556597e-02 1.45128492e-03
1.67827408e-02 2.15907269e-02]
[ 6.42080172e-03 -1.00601672e-01 -2.27340630e-01 1.08438343e-01
4.27060953e-02 1.13544654e-01 -1.59908033e-02 -1.52031907e-02
-1.26489788e-01 -4.77695109e-02]
[ -1.26061187e-01 -3.56310149e-02 -2.04852248e-01 1.52804503e-01
-8.02410428e-02 1.34802746e-01 1.18155256e-03 -2.50795297e-01
6.04965779e-02 -2.00459058e-01]
[ -8.42257207e-02 -6.39136205e-02 2.66077626e-01 8.64790654e-02
1.38616729e-01 -5.02933352e-02 -1.13130056e-01 1.27542930e-01
6.01036111e-02 1.76736176e-02]
[ 8.95817878e-02 1.36068334e-01 1.08777640e-01 1.42781204e-01
-1.59377199e-01 -5.25473347e-02 1.11618670e-01 1.16761381e-01
-1.82075925e-03 8.63331132e-03]
[ 3.01639341e-02 -5.99184163e-02 -2.73074611e-01 -1.59939213e-02
1.09577030e-01 -1.13632247e-01 7.91256548e-02 1.59159156e-01
1.25552882e-01 1.67022168e-02]
[ 5.69595824e-02 6.24621489e-02 -1.17413067e-01 4.52340150e-02
-1.42271296e-01 3.25344679e-01 1.99288807e-01 2.05897496e-01
-1.67897736e-01 -3.77224194e-02]
[ -1.03303237e-02 -6.66646523e-02 1.03723278e-01 8.75597118e-02
3.84237280e-02 1.29124000e-01 -1.89637007e-01 -2.90200261e-02
1.96556231e-01 5.97207856e-02]
[ 9.43493079e-02 4.52636279e-02 -6.03955820e-02 -1.21563954e-01
-6.09103963e-02 -3.17481543e-01 1.38268018e-01 1.33217984e-02
1.32311684e-01 6.70580133e-02]
[ -9.72443769e-02 2.53094673e-02 -1.38243803e-02 2.39193203e-02
1.02048503e-02 -2.02521642e-01 -9.37220231e-02 -1.98576827e-02
1.50178461e-02 1.32558689e-01]
[ -1.29005268e-01 -7.38502798e-03 -1.88661230e-01 1.71804664e-02
-3.16535562e-01 -1.12412103e-02 -6.44155536e-02 -2.32405240e-02
1.93724232e-02 8.98163273e-02]
[ 7.59734287e-02 2.53432210e-01 -9.46941840e-03 1.43407060e-02
2.03825321e-02 2.00662888e-01 1.84862243e-01 9.95629296e-02
-8.15073500e-02 -1.87217418e-01]
[ 1.10164860e-01 3.09961412e-02 4.82378766e-02 9.68637412e-02
5.36563640e-02 1.09832888e-02 7.52838861e-02 7.57000271e-02
1.47022993e-01 -1.57362863e-01]
[ 1.24559863e-01 -5.48463172e-02 2.84899602e-02 4.28558891e-02
1.30631600e-01 -5.87752586e-02 7.84476653e-02 3.22857569e-02
-2.56966738e-01 -1.72952461e-02]
[ -2.69807226e-02 -1.65184368e-01 7.57961621e-02 -1.51353434e-02
1.03641092e-01 -1.87549800e-01 1.46492031e-01 -9.88835990e-02
6.39812154e-02 3.04170567e-01]
[ -1.61257641e-01 3.28449520e-03 1.32049838e-01 1.14937749e-01
3.53231726e-01 5.42903978e-02 -1.55020600e-02 3.13942254e-02
2.45135898e-02 7.31069431e-02]
[ -3.18177078e-02 2.07158189e-01 3.48431897e-01 -1.74433652e-02
-1.28270556e-01 -1.58154286e-01 1.38939232e-01 -3.75005424e-03
-9.44839391e-02 2.42287159e-01]
[ -3.82484390e-02 4.89184639e-02 -1.28605359e-01 1.84791923e-02
7.16952889e-02 -2.86518203e-01 -1.12478027e-01 1.61582029e-01
7.47633025e-02 2.64108491e-02]
[ 6.00710277e-02 7.72975010e-02 1.30241612e-01 -1.62165061e-01
1.92490880e-01 9.42111634e-02 3.55210890e-02 2.94825761e-01
2.50121300e-02 7.49848620e-02]
[ 1.96842518e-01 -1.24867918e-01 -1.78459061e-01 1.19541661e-01
-2.72347277e-01 -1.71713764e-01 1.76587178e-02 2.04675895e-01
2.44893119e-01 -3.09097566e-01]
[ 3.14453688e-02 9.63156273e-02 2.39686136e-01 2.30770834e-01
2.85608107e-02 -1.77515554e-01 -1.11287385e-01 -1.26347602e-01
-1.51754784e-01 -3.15070469e-01]
[ 5.71973787e-02 4.07697252e-02 -9.84919837e-02 -7.82361385e-03
9.60037147e-02 2.06111267e-02 -1.01572846e-01 -1.86174207e-01
6.89900076e-02 2.60676990e-01]
[ -1.00735244e-02 -8.31169206e-02 -7.02588521e-02 -6.56983245e-02
3.73751364e-02 -1.67444021e-01 1.21218301e-01 1.00568873e-02
2.65688829e-02 -5.05355252e-03]
[ -3.16581967e-03 -3.14924881e-02 2.27100421e-01 3.08737065e-02
-8.17949933e-02 -1.10178257e-01 2.20437582e-01 4.36195173e-02
-2.17231189e-01 6.23718547e-02]
[ 3.52918611e-02 -7.43934172e-02 8.97612957e-02 -4.37254545e-02
-7.69968712e-02 9.28168473e-02 1.80606277e-01 -2.69317746e-01
-5.50055497e-02 -1.41858034e-01]
[ -3.50174029e-02 1.18020118e-02 7.34610089e-02 -6.46230754e-02
7.68202001e-02 1.95121897e-01 1.71165166e-01 1.18675839e-01
-4.70202280e-02 1.46078250e-01]
[ 2.30425365e-01 7.26233645e-02 3.44000021e-02 9.44247773e-02
4.57076116e-03 -2.73311009e-02 -1.74287008e-01 1.47413392e-01
-4.38909533e-02 4.72968977e-04]
[ -5.33773781e-02 -2.83811562e-01 -3.94774237e-02 -8.93761518e-02
1.61779327e-02 -5.68325490e-02 6.82088944e-02 5.26104250e-02
2.88378491e-02 4.76244740e-02]
[ -2.00720259e-01 1.79284272e-02 -2.52927314e-02 9.69338336e-02
-1.12139433e-01 -1.49502779e-01 -7.56759903e-02 -4.40929993e-02
4.85745353e-02 -3.88574160e-02]
[ -3.55357811e-02 1.25273515e-02 -7.28612823e-02 1.34284085e-01
1.17397379e-01 7.51965499e-02 1.23904278e-01 1.81214596e-01
-1.07955231e-02 1.68658047e-01]
[ 1.69266686e-01 3.95665243e-02 1.85663789e-01 1.15475187e-02
5.58529555e-02 1.54428455e-01 7.79706526e-02 1.77504926e-01
1.44402273e-01 -8.52629053e-02]
[ -1.14087741e-01 1.01563971e-01 2.17399564e-01 -4.21513181e-02
1.64801109e-01 1.61666013e-01 3.11848052e-02 -9.84099104e-03
-7.57915607e-02 -1.68871481e-02]
[ -1.04161422e-01 -2.63827114e-02 2.11644705e-02 7.96506452e-02
-7.64270344e-03 1.22544147e-01 2.80153462e-01 2.13124985e-02
-2.85046904e-01 -1.06462020e-01]
[ -1.66272426e-01 1.35873036e-01 -6.13012813e-02 -2.72953015e-01
-6.98546386e-02 8.25882669e-02 -6.48528737e-02 9.72043126e-02
-1.57859233e-01 1.19355826e-01]
[ 1.14754898e-01 -5.96749714e-02 -6.47070297e-02 -1.99764203e-02
-1.23692216e-01 -4.60252088e-02 -1.57037490e-01 1.41394872e-01
-6.35143240e-02 -4.20013070e-02]
[ 1.53643829e-01 -1.15635728e-01 -1.38065822e-01 6.52033546e-04
1.28597700e-01 -6.04973039e-02 -7.18010387e-02 -1.45291426e-01
1.33042120e-01 -8.95035060e-02]
[ -1.37665063e-01 1.55422156e-01 2.46692967e-01 -5.12414180e-02
2.25000549e-01 1.07068186e-01 -4.02811553e-03 -2.94675376e-01
-1.46062901e-01 -8.07965955e-02]
[ -3.27809317e-01 2.16166790e-01 2.43150195e-02 6.21376718e-03
-4.57197007e-02 -1.86396815e-01 -1.72430221e-01 2.32892192e-01
-7.53503717e-02 1.36063872e-01]
[ 1.40796853e-01 1.28940220e-01 -2.44253079e-01 -1.07408835e-01
9.56060290e-02 -2.81680367e-01 -6.56418677e-03 -1.65856329e-01
-1.66586002e-02 -1.96021089e-01]
[ 2.25147933e-01 -7.18890244e-02 7.23961962e-02 -3.20109590e-03
-9.76598283e-02 -4.13684908e-02 -1.02004439e-01 -1.40047890e-01
1.19685176e-01 -1.42874685e-01]
[ -1.04025032e-01 3.73980225e-03 1.18599681e-01 1.15468679e-01
-6.96903068e-02 -1.07931400e-01 2.16651904e-01 -7.30454492e-02
1.87921097e-01 1.07007863e-03]
[ 2.00437599e-02 -8.74405199e-02 2.15078579e-01 -2.22838405e-01
4.58091077e-02 1.11786519e-01 -4.26032951e-02 -1.09016507e-01
3.18887225e-02 2.67887143e-01]]
[[ 0.0605937 ]
[ 0.32153963]
[ 0.14011834]
[ 0.105971 ]
[-0.58325322]
[-0.07942951]
[-0.33901761]
[-0.12258689]
[ 0.01455696]
[ 0.25121322]]
Progress: 0.8% ... Training loss: 0.869 ... Validation loss: 1.344[[ 0.05665727 0.08611636 -0.20160761 -0.0047579 -0.40966257 0.02774852
0.0641529 0.16793425 -0.16792804 0.05630605]
[ 0.02326213 0.20373708 -0.01454968 0.0493663 0.05968894 -0.01082805
0.26794497 0.04039006 0.14511707 -0.01334775]
[ 0.16475043 0.28343788 -0.03400086 0.13087563 0.0060342 -0.02789813
-0.48082014 0.01718037 0.12861349 0.31051768]
[ 0.00856733 -0.23530314 -0.18149848 0.00409907 0.17327058 0.12866566
0.10015468 0.00821797 0.00470268 0.11208098]
[-0.01493948 0.20795943 -0.16673891 0.03753493 0.11206878 -0.16665437
-0.01475776 -0.10864097 -0.21127337 0.051482 ]
[-0.35314016 -0.2360668 -0.27990862 0.12833433 0.1361993 0.06101828
-0.04103126 -0.03917633 -0.02907302 0.04139035]
[-0.00142846 -0.0884634 0.00925563 0.11269864 -0.25445952 -0.07283846
0.11732658 -0.18264622 0.18719455 0.06488798]
[ 0.14036206 -0.06848171 0.04540509 -0.03553113 -0.01587237 -0.06153977
-0.14213117 0.1235788 0.08342705 0.04806959]
[-0.16228401 -0.03554292 -0.309948 -0.00380002 -0.09517209 0.07600707
-0.27730184 -0.01883041 0.27768998 -0.10710231]
[ 0.03328167 -0.16394704 0.06956557 -0.00217377 0.03755073 -0.07825092
-0.0740037 -0.0838497 -0.04277185 0.14646422]
[-0.07836486 0.14264302 -0.00192278 -0.15951958 -0.03012122 0.03632848
0.05069849 -0.09715038 -0.02229778 -0.1221385 ]
[-0.03903781 0.1859212 -0.03088998 0.078277 0.03461272 0.05820471
-0.2287445 -0.02221461 -0.1041369 -0.0874848 ]
[-0.15552624 0.00744339 0.06267519 0.0238846 -0.17757554 -0.22052817
-0.1821667 -0.19691155 0.08886571 0.17654103]
[-0.1997849 -0.06971932 0.13140053 0.28510826 -0.19969003 -0.09053995
-0.18548672 -0.2580144 -0.19986327 0.03837661]
[ 0.11237334 -0.02117247 -0.01608649 0.10387125 -0.01082382 -0.07633957
0.08699943 0.0016543 0.01676012 0.02118994]
[ 0.00638836 -0.10081405 -0.22742684 0.10836939 0.04319846 0.11359248
-0.01576952 -0.01513654 -0.12649783 -0.04792052]
[-0.12601084 -0.03537135 -0.20473411 0.15288723 -0.08060723 0.13473596
0.00088467 -0.25087827 0.06050856 -0.20025788]
[-0.08416898 -0.06361149 0.26620354 0.08657448 0.13809356 -0.05036777
-0.11342877 0.12743835 0.06011717 0.01789693]
[ 0.08967384 0.13653724 0.10897214 0.14294784 -0.16000413 -0.05267593
0.11116602 0.1165677 -0.00179848 0.00905604]
[ 0.03018684 -0.05984871 -0.27300918 -0.01594169 0.10927576 -0.11366707
0.07903046 0.15908937 0.12556171 0.01678802]
[ 0.05694958 0.06230204 -0.11745029 0.04521124 -0.14213953 0.32535032
0.19942311 0.20591859 -0.16790032 -0.03776084]
[-0.01015529 -0.06571849 0.104138 0.08787033 0.03677013 0.12889186
-0.190555 -0.02937822 0.19659897 0.0604468 ]
[ 0.09443205 0.04566752 -0.06019844 -0.12140254 -0.06162465 -0.31760279
0.13781115 0.01313711 0.13232872 0.06744724]
[-0.09731972 0.02494177 -0.01399033 0.02379157 0.01089104 -0.20242132
-0.09332179 -0.01970812 0.01500105 0.13224501]
[-0.12910816 -0.0079371 -0.18890886 0.01698977 -0.31546453 -0.01109726
-0.0638039 -0.0230186 0.0193457 0.08936737]
[ 0.07569374 0.2519596 -0.01012768 0.01383925 0.0230622 0.2010349
0.18632287 0.10013329 -0.08157511 -0.18837161]
[ 0.11006673 0.03047546 0.04800304 0.09668523 0.05462766 0.011111
0.07583513 0.07590452 0.1469989 -0.1577751 ]
[ 0.12443218 -0.0554997 0.02820658 0.04262654 0.13189048 -0.0586099
0.07913819 0.03254624 -0.25699575 -0.01782667]
[-0.02714967 -0.16608482 0.07540569 -0.01543568 0.10525347 -0.18732856
0.1474626 -0.09853578 0.06394041 0.30353465]
[-0.16146766 0.00219339 0.13155887 0.11456558 0.35526191 0.05456322
-0.01433026 0.03181712 0.02446264 0.07226396]
[-0.03193651 0.2065277 0.34815111 -0.01765983 -0.1270988 -0.15799416
0.13959403 -0.00351171 -0.09451273 0.24180824]
[-0.03831733 0.04856909 -0.12876281 0.01835376 0.07236474 -0.28642553
-0.11208955 0.16172305 0.0747466 0.02611853]
[ 0.06002678 0.07704776 0.13013258 -0.16224786 0.19294477 0.09427396
0.03579029 0.29492086 0.02500088 0.07479193]
[ 0.19720521 -0.12299934 -0.17762816 0.12018525 -0.27554305 -0.17219811
0.01569591 0.20392852 0.24497715 -0.30755729]
[ 0.03148643 0.09652901 0.23978077 0.23084324 0.02821245 -0.17756832
-0.11152253 -0.12642368 -0.1517449 -0.31492111]
[ 0.0571959 0.04076158 -0.09849602 -0.00782677 0.09602194 0.02061343
-0.1015627 -0.18617161 0.06898968 0.26066606]
[-0.01011719 -0.08336713 -0.0703657 -0.06578038 0.03781903 -0.1673834
0.12145158 0.01015193 0.02655785 -0.00524351]
[-0.00316564 -0.03150613 0.22709346 0.03086966 -0.08177434 -0.1101745
0.22045655 0.04362518 -0.21723121 0.06233765]
[ 0.03533642 -0.07416782 0.08986323 -0.0436501 -0.07741486 0.09276045
0.18036137 -0.26940214 -0.05499449 -0.14167677]
[-0.03494215 0.01212795 0.07363393 -0.06449204 0.07620016 0.19501808
0.17076984 0.11852585 -0.04700104 0.14636298]
[ 0.23043963 0.07267533 0.03442469 0.09444433 0.00446837 -0.02734407
-0.17434351 0.14739016 -0.04388817 0.0005231 ]
[-0.05328639 -0.28330971 -0.03925621 -0.08921002 0.01528232 -0.05695569
0.06774245 0.05241847 0.02886004 0.0479987 ]
[-0.20058858 0.01863221 -0.02500642 0.09716692 -0.11322949 -0.14967073
-0.07641321 -0.04435445 0.04860606 -0.03832652]
[-0.03537601 0.01328378 -0.07247573 0.13457869 0.1157422 0.07498052
0.12312763 0.18086817 -0.01075445 0.16929488]
[ 0.16943603 0.04044451 0.18605111 0.01183686 0.05434173 0.15420849
0.07705389 0.17718263 0.14444175 -0.08456798]
[-0.11399838 0.10203037 0.21760347 -0.04198714 0.16396795 0.16154236
0.03073582 -0.01003086 -0.07576911 -0.0165118 ]
[-0.10411658 -0.0261427 0.02126873 0.07972924 -0.00804907 0.12248475
0.27990532 0.02122651 -0.28503621 -0.1062808 ]
[-0.16629014 0.13579856 -0.06135579 -0.27299103 -0.06963313 0.08261621
-0.06473598 0.09724754 -0.15786417 0.11926222]
[ 0.11467124 -0.06010248 -0.0649013 -0.02012535 -0.12288141 -0.04591454
-0.15661 0.14156166 -0.06353441 -0.04234713]
[ 0.15365621 -0.11555308 -0.13802113 0.00066758 0.12850797 -0.06051153
-0.07183314 -0.14530985 0.13304622 -0.08946136]
[-0.13744497 0.15645434 0.2471822 -0.05088238 0.22299583 0.10678779
-0.00516019 -0.29509629 -0.14601052 -0.07991003]
[-0.32799758 0.2151376 0.0238869 0.005874 -0.04384678 -0.18614644
-0.17138704 0.23328419 -0.07539631 0.1353028 ]
[ 0.14063862 0.12810978 -0.24462098 -0.10769245 0.09719879 -0.28146635
-0.00568988 -0.16553369 -0.01669462 -0.19670533]
[ 0.22530563 -0.0711019 0.07276848 -0.00289143 -0.09915488 -0.04159591
-0.10279177 -0.14040721 0.11972365 -0.14218694]
[-0.10400088 0.00375923 0.11862546 0.11549486 -0.06961219 -0.10795901
0.21651154 -0.07307717 0.18792603 0.0011748 ]
[ 0.019937 -0.08791221 0.21478443 -0.2230403 0.04714123 0.11193135
-0.0419538 -0.10878598 0.0318594 0.26739503]]
[[ 0.06784341]
[ 0.32995591]
[ 0.14185129]
[ 0.10721457]
[-0.59355614]
[-0.08601393]
[-0.35113005]
[-0.12345972]
[ 0.0174245 ]
[ 0.25169634]]
Progress: 0.8% ... Training loss: 0.861 ... Validation loss: 1.340[[ 0.05776288 0.09123608 -0.19925144 -0.00298296 -0.41853256 0.02633681
0.05891535 0.16588692 -0.16763819 0.06031371]
[ 0.02325847 0.20371693 -0.01455871 0.04935959 0.05972661 -0.01082266
0.26796587 0.04039729 0.14511621 -0.01336377]
[ 0.16664209 0.29226035 -0.02990421 0.13398313 -0.00996494 -0.030334
-0.48975304 0.0136357 0.1291176 0.31747069]
[ 0.00705313 -0.24219142 -0.18469837 0.00165899 0.18566097 0.13056979
0.10747388 0.01102044 0.00430764 0.1067158 ]
[-0.01414708 0.21148975 -0.16513276 0.03874306 0.10495475 -0.16758152
-0.0186099 -0.11009961 -0.21107064 0.0541389 ]
[-0.35342152 -0.23748489 -0.28055027 0.12784088 0.13887766 0.06141179
-0.0395255 -0.03862417 -0.02915135 0.04025008]
[-0.00123088 -0.08756255 0.00968015 0.11298884 -0.25577418 -0.07306039
0.1163284 -0.18301086 0.18724648 0.06554839]
[ 0.1407543 -0.0666392 0.04627964 -0.03486847 -0.01901212 -0.06205794
-0.14379716 0.12283041 0.08353528 0.04951252]
[-0.16209719 -0.03466611 -0.30958045 -0.0035058 -0.09672895 0.07579357
-0.2780414 -0.01916161 0.27773746 -0.10640262]
[ 0.03402037 -0.16043758 0.0711488 -0.0009989 0.03161358 -0.07915232
-0.07742809 -0.08522486 -0.04257426 0.14906204]
[-0.07836254 0.1425281 -0.00194943 -0.15952872 -0.02979473 0.03634211
0.05091003 -0.09713672 -0.02230015 -0.12212189]
[-0.03928356 0.18472876 -0.0314216 0.07786489 0.03689049 0.0585324
-0.22742962 -0.02174517 -0.10420281 -0.08843646]
[-0.15552624 0.00744339 0.06267519 0.0238846 -0.17757554 -0.22052817
-0.1821667 -0.19691155 0.08886571 0.17654103]
[-0.19983364 -0.07000326 0.13127855 0.28501344 -0.19918047 -0.09046389
-0.18519445 -0.25791864 -0.19987679 0.03816511]
[ 0.11222526 -0.02190483 -0.01641472 0.10362194 -0.0094746 -0.07614021
0.08773605 0.0019319 0.01672017 0.02061832]
[ 0.00633824 -0.10105246 -0.22753844 0.10828246 0.04362257 0.11365775
-0.01548969 -0.01504005 -0.12651145 -0.0481285 ]
[-0.12598284 -0.03520198 -0.20467807 0.15292757 -0.08066016 0.13470404
0.00072706 -0.2509299 0.06051506 -0.20014623]
[-0.08406216 -0.063131 0.26643321 0.08672483 0.13712377 -0.05048313
-0.1139614 0.12724845 0.06014478 0.01822058]
[ 0.09003465 0.13816871 0.10978077 0.14353692 -0.16264819 -0.05313364
0.10944612 0.11587771 -0.00170103 0.0103735 ]
[ 0.03027672 -0.05940032 -0.27280194 -0.01578043 0.10845199 -0.11378753
0.07874601 0.15891317 0.12558888 0.01717899]
[ 0.05698187 0.06245712 -0.11738297 0.04526896 -0.14232738 0.3253011
0.19926227 0.20585696 -0.16789146 -0.03768215]
[-0.00998253 -0.0649149 0.1044673 0.08814334 0.03537763 0.12867089
-0.19124163 -0.02968588 0.19664311 0.06108173]
[ 0.09452518 0.04611696 -0.06000939 -0.12125448 -0.06243313 -0.31769872
0.1373894 0.01297395 0.13235224 0.06779279]
[-0.0973425 0.02482747 -0.01403261 0.02375447 0.01107074 -0.20239115
-0.09319829 -0.0196652 0.01499503 0.13215807]
[-0.12922687 -0.00850383 -0.18916706 0.01679174 -0.31438062 -0.01093663
-0.06317027 -0.02278326 0.01931291 0.08890526]
[ 0.07563862 0.25171516 -0.01024543 0.01375149 0.02354701 0.20110521
0.18660743 0.10023513 -0.08158917 -0.18857727]
[ 0.10997941 0.03005162 0.04782178 0.09654372 0.05541763 0.01122535
0.07627977 0.07606307 0.14697641 -0.1580945 ]
[ 0.1242799 -0.05625416 0.02788663 0.04238208 0.13316364 -0.0584161
0.07993104 0.03282802 -0.25703545 -0.01839767]
[-0.02725303 -0.16658796 0.07517744 -0.0156084 0.10620455 -0.18719308
0.14801557 -0.09833828 0.0639145 0.30317381]
[-0.16162983 0.00136967 0.13121436 0.11429826 0.35668748 0.05477817
-0.01346476 0.03212293 0.0244196 0.07163622]
[-0.03226607 0.20491681 0.34743859 -0.01820045 -0.12414047 -0.15755652
0.14130211 -0.0028894 -0.09459978 0.24056701]
[-0.03844043 0.04804966 -0.12901376 0.01815786 0.07344077 -0.28626969
-0.11146749 0.16194723 0.07471588 0.02566964]
[ 0.06005294 0.07717018 0.13020294 -0.16220487 0.19273543 0.0942392
0.03566085 0.29487179 0.02500886 0.07490295]
[ 0.19744819 -0.12177088 -0.17709864 0.1205845 -0.27756166 -0.1725161
0.01443132 0.20348001 0.24503979 -0.30660975]
[ 0.03155553 0.09685922 0.23992881 0.23095332 0.02758651 -0.17765816
-0.11188236 -0.12655512 -0.1517272 -0.31465894]
[ 0.05712252 0.04038267 -0.09866158 -0.00795214 0.09671169 0.02071449
-0.10116458 -0.18603915 0.06897023 0.26037913]
[-0.01004854 -0.08305473 -0.07021706 -0.06566439 0.03724989 -0.16747
0.12113547 0.01002124 0.02657668 -0.0050072 ]
[-0.00304956 -0.03094249 0.22733862 0.03105886 -0.08271884 -0.11032501
0.21985409 0.04341265 -0.21720079 0.06272697]
[ 0.03538298 -0.07393878 0.08996291 -0.04357386 -0.07782101 0.0927009
0.18013042 -0.26948541 -0.05498279 -0.14150103]
[-0.03492856 0.01214651 0.07365695 -0.0644773 0.07614032 0.19500709
0.17070817 0.11850243 -0.04699713 0.14639045]
[ 0.23046078 0.07273685 0.03447406 0.09447986 0.00433562 -0.02737437
-0.1743962 0.14736025 -0.04388276 0.00060284]
[-0.05311061 -0.28244317 -0.03888923 -0.08892949 0.01380288 -0.05717463
0.06688525 0.05209502 0.02890552 0.04863578]
[-0.20017386 0.02049432 -0.02416863 0.09781414 -0.1165551 -0.15015945
-0.07819951 -0.04510903 0.04871096 -0.03682702]
[-0.03517047 0.01420611 -0.07203068 0.13489588 0.11390068 0.07472986
0.12213445 0.18048257 -0.01069901 0.16998921]
[ 0.16962528 0.04141042 0.18645724 0.01215298 0.05285237 0.1539539
0.07605076 0.17681769 0.14449176 -0.08384449]
[-0.11395863 0.10222332 0.21767934 -0.04192677 0.16363898 0.16149014
0.03056957 -0.01009688 -0.07575932 -0.01638711]
[-0.10412831 -0.02619683 0.02124584 0.07971015 -0.00791486 0.12250128
0.27996472 0.02124799 -0.28503915 -0.10632355]
[-0.16629574 0.13578405 -0.06136865 -0.27300029 -0.0695732 0.08262283
-0.06468815 0.09726051 -0.15786589 0.11923092]
[ 0.11464084 -0.06024906 -0.06496543 -0.02017314 -0.12262598 -0.04587554
-0.15646021 0.14161414 -0.0635422 -0.04245704]
[ 0.15374286 -0.11511169 -0.13781725 0.00081016 0.1277726 -0.06061143
-0.07216931 -0.14548204 0.13307292 -0.08915585]
[-0.13743065 0.15653576 0.24720327 -0.05087056 0.22290892 0.10678002
-0.00515804 -0.29512062 -0.14600749 -0.07986697]
[-0.32795298 0.21529185 0.02396023 0.0059327 -0.04405091 -0.18618568
-0.17148289 0.23322351 -0.07538662 0.13542767]
[ 0.14068465 0.12829585 -0.24451984 -0.10761895 0.09684891 -0.28150477
-0.00588856 -0.16561166 -0.01668232 -0.19652743]
[ 0.22533735 -0.07094653 0.07280249 -0.00285187 -0.09921695 -0.04163944
-0.10281293 -0.14045894 0.1197287 -0.1420572 ]
[-0.10382795 0.00445386 0.1190088 0.11574857 -0.07082873 -0.10816028
0.21569335 -0.07339067 0.18797173 0.0017606 ]
[ 0.02003604 -0.08742325 0.21499262 -0.22286654 0.04646325 0.11180142
-0.04238387 -0.10897765 0.03188624 0.26769093]]
[[ 0.09115866]
[ 0.35844421]
[ 0.15600919]
[ 0.12669235]
[-0.59084165]
[-0.07858948]
[-0.35139422]
[-0.10516823]
[ 0.03610074]
[ 0.27357245]]
Progress: 0.8% ... Training loss: 0.846 ... Validation loss: 1.285[[ 5.92143164e-02 9.67080057e-02 -1.96690899e-01 -9.00671529e-04
-4.27195203e-01 2.50707146e-02 5.38184852e-02 1.64172541e-01
-1.67030252e-01 6.44631645e-02]
[ 2.33406750e-02 2.04015744e-01 -1.44251528e-02 4.94757590e-02
5.91941640e-02 -1.08942182e-02 2.67659657e-01 4.03038173e-02
1.45145575e-01 -1.31131706e-02]
[ 1.69325595e-01 3.02044197e-01 -2.51510425e-02 1.37851260e-01
-2.67586138e-02 -3.26599918e-02 -4.99100533e-01 1.04491653e-02
1.30216189e-01 3.25403800e-01]
[ 4.44969554e-03 -2.51453109e-01 -1.89266792e-01 -2.05046306e-03
2.01412247e-01 1.32818610e-01 1.16668632e-01 1.40675668e-02
3.24743037e-03 9.91568332e-02]
[ -1.32405856e-02 2.14017142e-01 -1.63615704e-01 3.99476822e-02
9.93739659e-02 -1.68289667e-01 -2.13968355e-02 -1.11072207e-01
-2.10688808e-01 5.65537028e-02]
[ -3.53682722e-01 -2.38432535e-01 -2.81041581e-01 1.27442282e-01
1.40663959e-01 6.16401954e-02 -3.85295758e-02 -3.82971027e-02
-2.92541166e-02 3.93363608e-02]
[ -6.12669387e-04 -8.53862008e-02 1.07365435e-02 1.13850186e-01
-2.59102699e-01 -7.35848050e-02 1.13947158e-01 -1.83726390e-01
1.87492321e-01 6.74386442e-02]
[ 1.41503513e-01 -6.39673974e-02 4.76435062e-02 -3.37809118e-02
-2.37372285e-02 -6.26905761e-02 -1.46183837e-01 1.21933325e-01
8.38535015e-02 5.16126983e-02]
[ -1.62136602e-01 -3.47926965e-02 -3.09652834e-01 -3.56062395e-03
-9.64654754e-02 7.58297071e-02 -2.77872489e-01 -1.91134535e-02
2.77722573e-01 -1.06546366e-01]
[ 3.45899600e-02 -1.58324087e-01 7.21561568e-02 -1.80348042e-04
2.82614639e-02 -7.96440493e-02 -7.91354303e-02 -8.59212880e-02
-4.23136482e-02 1.50575146e-01]
[ -7.76926154e-02 1.44872782e-01 -8.02809968e-04 -1.58602438e-01
-3.35912109e-02 3.57854998e-02 4.83506919e-02 -9.78828240e-02
-2.20431031e-02 -1.20171197e-01]
[ -3.94562619e-02 1.84044501e-01 -3.17189961e-02 7.76155412e-02
3.80352213e-02 5.86882300e-02 -2.26766026e-01 -2.15400317e-02
-1.04274059e-01 -8.89672906e-02]
[ -1.55526240e-01 7.44339350e-03 6.26751934e-02 2.38845963e-02
-1.77575545e-01 -2.20528165e-01 -1.82166703e-01 -1.96911553e-01
8.88657078e-02 1.76541033e-01]
[ -1.99853437e-01 -7.00992714e-02 1.31238169e-01 2.84979236e-01
-1.98999493e-01 -9.04479278e-02 -1.85084563e-01 -2.57889735e-01
-1.99880446e-01 3.80517349e-02]
[ 1.11931713e-01 -2.30198801e-02 -1.69281404e-02 1.03191537e-01
-7.51881344e-03 -7.58801164e-02 8.88106041e-02 2.28265270e-03
1.66048141e-02 1.97243451e-02]
[ 6.64436789e-03 -9.98290274e-02 -2.27038110e-01 1.08703484e-01
4.18920232e-02 1.13383803e-01 -1.67234034e-02 -1.53989958e-02
-1.26391085e-01 -4.72295982e-02]
[ -1.25886918e-01 -3.50306376e-02 -2.04524547e-01 1.53054984e-01
-8.12057158e-02 1.34629494e-01 3.44705676e-04 -2.51016003e-01
6.05499199e-02 -1.99864915e-01]
[ -8.38716739e-02 -6.24269649e-02 2.66741162e-01 8.69808827e-02
1.36012787e-01 -5.06302285e-02 -1.14619577e-01 1.27033120e-01
6.02178488e-02 1.87440212e-02]
[ 9.02897338e-02 1.39131606e-01 1.10263493e-01 1.43926280e-01
-1.64099659e-01 -5.33728540e-02 1.08507828e-01 1.15546050e-01
-1.58845920e-03 1.11528879e-02]
[ 3.03314192e-02 -5.92762976e-02 -2.72700769e-01 -1.56980082e-02
1.08101804e-01 -1.13825805e-01 7.87305347e-02 1.58847049e-01
1.25614269e-01 1.72903549e-02]
[ 5.72951758e-02 6.36575966e-02 -1.16794894e-01 4.57357310e-02
-1.44381401e-01 3.25016934e-01 1.98080125e-01 2.05478665e-01
-1.67756980e-01 -3.67450651e-02]
[ -9.69890727e-03 -6.38389688e-02 1.04959604e-01 8.85390559e-02
3.36374995e-02 1.28443796e-01 -1.92125094e-01 -3.00197483e-02
1.96759770e-01 6.19101968e-02]
[ 9.45707900e-02 4.62931177e-02 -5.99371849e-02 -1.21191372e-01
-6.27508940e-02 -3.17738867e-01 1.37214865e-01 1.29262940e-02
1.32370512e-01 6.79315181e-02]
[ -9.73443160e-02 2.48354661e-02 -1.40302743e-02 2.37527060e-02
1.11053934e-02 -2.02388453e-01 -9.31924013e-02 -1.96682303e-02
1.49937788e-02 1.32129635e-01]
[ -1.29389745e-01 -9.16513644e-03 -1.89457309e-01 1.65517161e-02
-3.13255243e-01 -1.07834048e-02 -6.24955374e-02 -2.25793041e-02
1.92439010e-02 8.83753304e-02]
[ 7.54087249e-02 2.50829584e-01 -1.06457729e-02 1.34275856e-02
2.50117439e-02 2.01305997e-01 1.87400181e-01 1.00496783e-01
-8.16819294e-02 -1.89250297e-01]
[ 1.09710808e-01 2.89818345e-02 4.73578384e-02 9.61582885e-02
5.71082213e-02 1.14617209e-02 7.73245937e-02 7.63775185e-02
1.46873915e-01 -1.58918848e-01]
[ 1.24146082e-01 -5.67924390e-02 2.76604758e-02 4.21942450e-02
1.34043264e-01 -5.83038227e-02 8.04503938e-02 3.29852497e-02
-2.57087176e-01 -1.88010596e-02]
[ -2.73970442e-02 -1.67103962e-01 7.49483916e-02 -1.58076043e-02
1.07139041e-01 -1.87071278e-01 1.48571029e-01 -9.81768603e-02
6.38596202e-02 3.02743818e-01]
[ -1.61892978e-01 3.72910348e-04 1.30757542e-01 1.13919661e-01
3.58368132e-01 5.50123154e-02 -1.24522733e-02 3.24388861e-02
2.43129951e-02 7.08471390e-02]
[ -3.24663153e-02 2.04137600e-01 3.47093600e-01 -1.84790244e-02
-1.22855057e-01 -1.57386681e-01 1.42050816e-01 -2.66497807e-03
-9.46787072e-02 2.40014093e-01]
[ -3.85723580e-02 4.75380955e-02 -1.29247359e-01 1.79628778e-02
7.43484871e-02 -2.86150675e-01 -1.10961183e-01 1.62108505e-01
7.46628691e-02 2.52574300e-02]
[ 6.01432397e-02 7.75142152e-02 1.30355933e-01 -1.62082597e-01
1.92174272e-01 9.41627291e-02 3.52760667e-02 2.94768968e-01
2.50429417e-02 7.51715986e-02]
[ 1.97547944e-01 -1.21366723e-01 -1.76906375e-01 1.20740739e-01
-2.78204965e-01 -1.72608788e-01 1.40294001e-02 2.03351658e-01
2.45083397e-01 -3.06333364e-01]
[ 3.16228202e-02 9.71374676e-02 2.40041579e-01 2.31046098e-01
2.71541789e-02 -1.77716629e-01 -1.12140348e-01 -1.26625396e-01
-1.51701247e-01 -3.14460344e-01]
[ 5.72577948e-02 4.09270669e-02 -9.84256092e-02 -7.75309970e-03
9.58732350e-02 2.05920810e-02 -1.01650480e-01 -1.86205018e-01
6.90255865e-02 2.60713127e-01]
[ -1.00451613e-02 -8.30465009e-02 -7.02187155e-02 -6.56631892e-02
3.72401703e-02 -1.67471772e-01 1.21137126e-01 1.00162225e-02
2.65741372e-02 -5.00037859e-03]
[ -3.12911162e-03 -3.12716236e-02 2.27189511e-01 3.09400617e-02
-8.21857854e-02 -1.10255773e-01 2.20181375e-01 4.35130609e-02
-2.17229707e-01 6.24735193e-02]
[ 3.55372084e-02 -7.33588405e-02 9.02186448e-02 -4.33570099e-02
-7.88204762e-02 9.25667499e-02 1.79544211e-01 -2.69660284e-01
-5.49273658e-02 -1.41033362e-01]
[ -3.47911629e-02 1.25317045e-02 7.38939832e-02 -6.42815858e-02
7.53827180e-02 1.94886300e-01 1.70213851e-01 1.18352841e-01
-4.69426024e-02 1.46764137e-01]
[ 2.30672074e-01 7.35968405e-02 3.48783008e-02 9.48007946e-02
3.06173670e-03 -2.75776282e-02 -1.75129067e-01 1.47088460e-01
-4.37901017e-02 1.24327150e-03]
[ -5.28149822e-02 -2.81286296e-01 -3.83678745e-02 -8.85105268e-02
1.19835726e-02 -5.74244465e-02 6.57839636e-02 5.17562300e-02
2.90241325e-02 4.95042500e-02]
[ -1.99454019e-01 2.30091271e-02 -2.29486986e-02 9.87951039e-02
-1.20713306e-01 -1.50722231e-01 -8.05402404e-02 -4.59128787e-02
4.89964753e-02 -3.47589783e-02]
[ -3.46603702e-02 1.61507894e-02 -7.11762882e-02 1.35617352e-01
1.10509583e-01 7.42777594e-02 1.20220708e-01 1.79880304e-01
-1.04920591e-02 1.71437179e-01]
[ 1.69865439e-01 4.23871527e-02 1.86899845e-01 1.25123077e-02
5.13444422e-02 1.53736490e-01 7.50591562e-02 1.76522731e-01
1.44595382e-01 -8.30643453e-02]
[ -1.13902022e-01 1.02420019e-01 2.17781298e-01 -4.18457358e-02
1.63292948e-01 1.61441408e-01 3.03500111e-02 -1.01653659e-02
-7.57365308e-02 -1.62175878e-02]
[ -1.04116389e-01 -2.61465969e-02 2.12633929e-02 7.97264284e-02
-7.98592149e-03 1.22491230e-01 2.79918501e-01 2.12345524e-02
-2.85034836e-01 -1.06287268e-01]
[ -1.66422493e-01 1.35296286e-01 -6.15923482e-02 -2.73187704e-01
-6.87351001e-02 8.27355882e-02 -6.41893038e-02 9.74079750e-02
-1.57913429e-01 1.18842074e-01]
[ 1.14552428e-01 -6.06052807e-02 -6.51283241e-02 -2.03060118e-02
-1.22034672e-01 -4.57933865e-02 -1.56113828e-01 1.41722855e-01
-6.35798053e-02 -4.27334719e-02]
[ 1.53744857e-01 -1.15011875e-01 -1.37808961e-01 8.11066559e-04
1.27921832e-01 -6.06139731e-02 -7.21681572e-02 -1.45493829e-01
1.33074552e-01 -8.90933687e-02]
[ -1.37405390e-01 1.56621018e-01 2.47247825e-01 -5.08378648e-02
2.22786200e-01 1.06757165e-01 -5.27749123e-03 -2.95143162e-01
-1.45997100e-01 -7.98022843e-02]
[ -3.27669348e-01 2.16378275e-01 2.43910139e-02 6.31896463e-03
-4.58601976e-02 -1.86419820e-01 -1.72442203e-01 2.32903486e-01
-7.52705055e-02 1.36187184e-01]
[ 1.40968653e-01 1.29243575e-01 -2.44014755e-01 -1.07216580e-01
9.50151857e-02 -2.81730952e-01 -6.79054566e-03 -1.65936707e-01
-1.65596855e-02 -1.95676315e-01]
[ 2.25204514e-01 -7.14247321e-02 7.26090095e-02 -3.02666376e-03
-9.82959252e-02 -4.15353529e-02 -1.02323783e-01 -1.40323061e-01
1.19681638e-01 -1.42425649e-01]
[ -1.03547324e-01 5.42445596e-03 1.19498051e-01 1.16115792e-01
-7.21839367e-02 -1.08384992e-01 2.14644000e-01 -7.37042030e-02
1.88082764e-01 2.55110338e-03]
[ 2.03601657e-02 -8.63609562e-02 2.15564720e-01 -2.22385730e-01
4.45100590e-02 1.11515251e-01 -4.34471526e-02 -1.09357981e-01
3.20179127e-02 2.68464033e-01]]
[[ 0.12202809]
[ 0.40086712]
[ 0.18152807]
[ 0.15594211]
[-0.58046516]
[-0.06060514]
[-0.34331871]
[-0.078578 ]
[ 0.06291061]
[ 0.30759097]]
Progress: 0.9% ... Training loss: 0.854 ... Validation loss: 1.222[[ 5.93414885e-02 9.69394653e-02 -1.96477110e-01 -7.70956601e-04
-4.26968498e-01 2.50126103e-02 5.37087478e-02 1.64103598e-01
-1.66928499e-01 6.44075275e-02]
[ 2.32185171e-02 2.03534770e-01 -1.46427970e-02 4.92893333e-02
5.98788233e-02 -1.08216210e-02 2.68021739e-01 4.03868516e-02
1.45074007e-01 -1.34682520e-02]
[ 1.72611540e-01 3.12500648e-01 -1.99576889e-02 1.42334736e-01
-4.24937568e-02 -3.44097770e-02 -5.07988614e-01 8.22799534e-03
1.31980485e-01 3.33568752e-01]
[ 6.73086734e-04 -2.63057796e-01 -1.94881276e-01 -6.95347350e-03
2.18544375e-01 1.34708064e-01 1.26985260e-01 1.65418913e-02
1.26653211e-03 8.98135752e-02]
[ -1.20271476e-02 2.17460482e-01 -1.61731160e-01 4.15275899e-02
9.39664599e-02 -1.68886341e-01 -2.46995918e-02 -1.11878055e-01
-2.10028523e-01 5.95253693e-02]
[ -3.54551678e-01 -2.41266175e-01 -2.82440628e-01 1.26203870e-01
1.45204461e-01 6.21124376e-02 -3.60713688e-02 -3.76961839e-02
-2.97121746e-02 3.69513216e-02]
[ -4.68401404e-04 -8.50534729e-02 1.09609582e-02 1.14000193e-01
-2.59289658e-01 -7.36392212e-02 1.13550252e-01 -1.83805672e-01
1.87566106e-01 6.76296167e-02]
[ 1.41869059e-01 -6.28048166e-02 4.82348419e-02 -3.32493338e-02
-2.53494327e-02 -6.29087731e-02 -1.46960907e-01 1.21674882e-01
8.40665189e-02 5.24457752e-02]
[ -1.62533919e-01 -3.60188250e-02 -3.10231770e-01 -4.06883849e-03
-9.45911547e-02 7.60299449e-02 -2.76725684e-01 -1.88556017e-02
2.77521916e-01 -1.07543431e-01]
[ 3.51761202e-02 -1.56601056e-01 7.30272926e-02 5.42178037e-04
2.63199320e-02 -7.99354373e-02 -8.03751659e-02 -8.62807497e-02
-4.19815463e-02 1.51675568e-01]
[ -7.85357123e-02 1.42167647e-01 -2.07723267e-03 -1.59730542e-01
-2.94562709e-02 3.62191447e-02 5.06695327e-02 -9.73349067e-02
-2.24864884e-02 -1.22364702e-01]
[ -3.99557845e-02 1.82462145e-01 -3.24779412e-02 7.69560778e-02
4.04574717e-02 5.89458399e-02 -2.25414094e-01 -2.12074424e-02
-1.04534689e-01 -9.02322626e-02]
[ -1.55526240e-01 7.44339350e-03 6.26751934e-02 2.38845963e-02
-1.77575545e-01 -2.20528165e-01 -1.82166703e-01 -1.96911553e-01
8.88657078e-02 1.76541033e-01]
[ -2.00423434e-01 -7.19926172e-02 1.30273963e-01 2.84145407e-01
-1.95902822e-01 -9.01300854e-02 -1.83417285e-01 -2.57487882e-01
-2.00176374e-01 3.64496116e-02]
[ 1.11648378e-01 -2.38956885e-02 -1.73565564e-02 1.02819144e-01
-6.22396404e-03 -7.57356468e-02 8.95362428e-02 2.47093768e-03
1.64548835e-02 1.89964677e-02]
[ 6.57082986e-03 -1.00041761e-01 -2.27134154e-01 1.08592073e-01
4.22927991e-02 1.13424810e-01 -1.65214622e-02 -1.53497976e-02
-1.26436090e-01 -4.74543466e-02]
[ -1.25814610e-01 -3.48895838e-02 -2.04385002e-01 1.53142456e-01
-8.12556759e-02 1.34604247e-01 1.17180560e-04 -2.51056208e-01
6.05878460e-02 -1.99644382e-01]
[ -8.39757396e-02 -6.27168766e-02 2.66575725e-01 8.68494444e-02
1.36549652e-01 -5.05821287e-02 -1.14347600e-01 1.27098016e-01
6.01680213e-02 1.84390132e-02]
[ 9.08616290e-02 1.40804075e-01 1.11096587e-01 1.44653337e-01
-1.66609120e-01 -5.36589741e-02 1.07059435e-01 1.15176461e-01
-1.28881522e-03 1.23931105e-02]
[ 3.03882418e-02 -5.91197322e-02 -2.72600218e-01 -1.56148866e-02
1.07799590e-01 -1.13859266e-01 7.86206523e-02 1.58805890e-01
1.25647868e-01 1.74508357e-02]
[ 5.73463922e-02 6.38909514e-02 -1.16650257e-01 4.58438776e-02
-1.44560983e-01 3.24965687e-01 1.97947072e-01 2.05429353e-01
-1.67714925e-01 -3.65399322e-02]
[ -9.78359202e-03 -6.41227014e-02 1.04805956e-01 8.84198542e-02
3.41120839e-02 1.28490189e-01 -1.91777214e-01 -2.99577216e-02
1.96713808e-01 6.15716530e-02]
[ 9.44746065e-02 4.59898299e-02 -6.00757492e-02 -1.21310722e-01
-6.23083072e-02 -3.17689409e-01 1.37491278e-01 1.29889095e-02
1.32326088e-01 6.76927886e-02]
[ -9.75096381e-02 2.43239942e-02 -1.42654100e-02 2.35408676e-02
1.19016393e-02 -2.02307084e-01 -9.27153914e-02 -1.95613151e-02
1.49089911e-02 1.31704718e-01]
[ -1.29521320e-01 -9.56274795e-03 -1.89655918e-01 1.63803399e-02
-3.12640946e-01 -1.07161028e-02 -6.21137842e-02 -2.24937843e-02
1.91746292e-02 8.80528532e-02]
[ 7.50380008e-02 2.49572670e-01 -1.12058145e-02 1.29374679e-02
2.68279923e-02 2.01490160e-01 1.88446928e-01 1.00741834e-01
-8.18752911e-02 -1.90198992e-01]
[ 1.09371910e-01 2.78533382e-02 4.68214908e-02 9.57043710e-02
5.86305120e-02 1.16379898e-02 7.83191701e-02 7.66059887e-02
1.46692433e-01 -1.59798735e-01]
[ 1.23552774e-01 -5.87357805e-02 2.67302534e-02 4.13831492e-02
1.37040195e-01 -5.79909821e-02 8.21769534e-02 3.33877515e-02
-2.57401954e-01 -2.03799626e-02]
[ -2.78740683e-02 -1.68547045e-01 7.42770979e-02 -1.64255807e-02
1.09369314e-01 -1.86832577e-01 1.49871853e-01 -9.78705292e-02
6.36185321e-02 3.01561916e-01]
[ -1.61960509e-01 1.31263173e-04 1.30645770e-01 1.13823988e-01
3.58720539e-01 5.50500402e-02 -1.22492830e-02 3.24877029e-02
2.42740362e-02 7.06555692e-02]
[ -3.28133083e-02 2.03016466e-01 3.46555911e-01 -1.89486513e-02
-1.21182000e-01 -1.57205953e-01 1.43018095e-01 -2.43564659e-03
-9.48607788e-02 2.39149390e-01]
[ -3.88152061e-02 4.67509817e-02 -1.29607900e-01 1.76414451e-02
7.55043036e-02 -2.86032654e-01 -1.10271187e-01 1.62270651e-01
7.45332813e-02 2.46257937e-02]
[ 6.02905684e-02 7.79954442e-02 1.30576125e-01 -1.61888939e-01
1.91487502e-01 9.40899334e-02 3.48744975e-02 2.94677097e-01
2.51193047e-02 7.55263707e-02]
[ 1.97685968e-01 -1.20813539e-01 -1.76660551e-01 1.20954207e-01
-2.78837231e-01 -1.72690599e-01 1.35844592e-02 2.03251281e-01
2.45167508e-01 -3.05909008e-01]
[ 3.16235205e-02 9.71463944e-02 2.40032491e-01 2.31044423e-01
2.71853559e-02 -1.77715683e-01 -1.12129494e-01 -1.26625539e-01
-1.51703082e-01 -3.14449722e-01]
[ 5.72367001e-02 4.07890854e-02 -9.84922441e-02 -7.80587081e-03
9.60659417e-02 2.06134696e-02 -1.01570270e-01 -1.86188474e-01
6.90076334e-02 2.60609145e-01]
[ -1.01127726e-02 -8.32702580e-02 -7.03257703e-02 -6.57548916e-02
3.75803307e-02 -1.67439931e-01 1.21317940e-01 1.00625593e-02
2.65377794e-02 -5.17494551e-03]
[ -2.90218418e-03 -3.05425751e-02 2.27505282e-01 3.12293951e-02
-8.31431432e-02 -1.10372872e-01 2.19581223e-01 4.33680798e-02
-2.17107167e-01 6.29701586e-02]
[ 3.56226702e-02 -7.30899834e-02 9.03622594e-02 -4.32356663e-02
-7.92216915e-02 9.25188646e-02 1.79319427e-01 -2.69722876e-01
-5.48806127e-02 -1.40844627e-01]
[ -3.45402603e-02 1.32779534e-02 7.42672777e-02 -6.39479465e-02
7.42800118e-02 1.94756479e-01 1.69629802e-01 1.18182596e-01
-4.68033497e-02 1.47232152e-01]
[ 2.30648470e-01 7.35850146e-02 3.48348757e-02 9.47690573e-02
3.30612174e-03 -2.75641551e-02 -1.75146219e-01 1.47110019e-01
-4.38048471e-02 1.19426408e-03]
[ -5.27893216e-02 -2.81192684e-01 -3.83367315e-02 -8.84815511e-02
1.18936522e-02 -5.74349689e-02 6.57329589e-02 5.17390363e-02
2.90348347e-02 4.95630535e-02]
[ -1.99141906e-01 2.39926239e-02 -2.24526631e-02 9.92067581e-02
-1.22014287e-01 -1.50870103e-01 -8.14339267e-02 -4.61136459e-02
4.91641814e-02 -3.39266033e-02]
[ -3.39562234e-02 1.83361866e-02 -7.01501202e-02 1.36481811e-01
1.07415431e-01 7.39296584e-02 1.18364366e-01 1.79435075e-01
-1.01302944e-02 1.73061262e-01]
[ 1.70199141e-01 4.34837104e-02 1.87455475e-01 1.29891814e-02
4.96256980e-02 1.53554751e-01 7.41108071e-02 1.76287716e-01
1.44788205e-01 -8.21545858e-02]
[ -1.13905901e-01 1.02403142e-01 2.17776996e-01 -4.18467139e-02
1.63308887e-01 1.61443970e-01 3.03839942e-02 -1.01659735e-02
-7.57391457e-02 -1.62402066e-02]
[ -1.04113656e-01 -2.61477958e-02 2.12667475e-02 7.97291383e-02
-7.97881188e-03 1.22490750e-01 2.79918571e-01 2.12341235e-02
-2.85033866e-01 -1.06285765e-01]
[ -1.66510058e-01 1.35000450e-01 -6.17270663e-02 -2.73304961e-01
-6.83045505e-02 8.27812528e-02 -6.39454791e-02 9.74672487e-02
-1.57959271e-01 1.18616816e-01]
[ 1.14209350e-01 -6.17070931e-02 -6.56284524e-02 -2.07512058e-02
-1.20443953e-01 -4.56197162e-02 -1.55139489e-01 1.41946987e-01
-6.37540270e-02 -4.36084599e-02]
[ 1.53429094e-01 -1.16033265e-01 -1.38287245e-01 3.84937744e-04
1.29500381e-01 -6.04500768e-02 -7.12693049e-02 -1.45289599e-01
1.32910313e-01 -8.99273900e-02]
[ -1.37444525e-01 1.56338390e-01 2.47126103e-01 -5.09336316e-02
2.23175983e-01 1.06788374e-01 -5.05236188e-03 -2.95107955e-01
-1.46014324e-01 -8.00001188e-02]
[ -3.27494013e-01 2.16740662e-01 2.46335848e-02 6.49597690e-03
-4.62288734e-02 -1.86491293e-01 -1.72840676e-01 2.32809269e-01
-7.51786432e-02 1.36483944e-01]
[ 1.40685515e-01 1.28409272e-01 -2.44367418e-01 -1.07563195e-01
9.63021756e-02 -2.81595268e-01 -5.99567318e-03 -1.65761738e-01
-1.66971464e-02 -1.96355529e-01]
[ 2.24832310e-01 -7.24500613e-02 7.20771929e-02 -3.49736892e-03
-9.65876028e-02 -4.13575839e-02 -1.01321922e-01 -1.40078547e-01
1.19499598e-01 -1.43319641e-01]
[ -1.03734436e-01 4.85624716e-03 1.19202073e-01 1.15859746e-01
-7.11750226e-02 -1.08283949e-01 2.15158872e-01 -7.35764560e-02
1.87982335e-01 2.04376890e-03]
[ 2.06257230e-02 -8.55559447e-02 2.15940380e-01 -2.22032522e-01
4.35218354e-02 1.11376988e-01 -4.40532310e-02 -1.09529387e-01
3.21555293e-02 2.68921613e-01]]
[[ 0.11664514]
[ 0.40563184]
[ 0.17538219]
[ 0.14591654]
[-0.60161602]
[-0.07842334]
[-0.37195809]
[-0.08763248]
[ 0.05220156]
[ 0.30391702]]
Progress: 0.9% ... Training loss: 0.831 ... Validation loss: 1.233[[ 5.94971836e-02 9.70130459e-02 -1.96372468e-01 -6.76408339e-04
-4.27195652e-01 2.49834173e-02 5.37267960e-02 1.64042426e-01
-1.66889625e-01 6.45630643e-02]
[ 2.32126717e-02 2.03447235e-01 -1.46667991e-02 4.92661703e-02
5.99064934e-02 -1.08095967e-02 2.68038524e-01 4.03951155e-02
1.45063152e-01 -1.35053031e-02]
[ 1.74355995e-01 3.18151103e-01 -1.72188453e-02 1.44633529e-01
-5.18243867e-02 -3.56026415e-02 -5.12904390e-01 6.86586952e-03
1.32791463e-01 3.38083519e-01]
[ -5.30892222e-04 -2.67142009e-01 -1.96634444e-01 -8.50483207e-03
2.24816652e-01 1.35521282e-01 1.30531722e-01 1.74724531e-02
7.20722486e-04 8.67429772e-02]
[ -1.17591022e-02 2.18277912e-01 -1.61319714e-01 4.18412697e-02
9.25203466e-02 -1.69040240e-01 -2.53467423e-02 -1.12058748e-01
-2.09879274e-01 5.99802838e-02]
[ -3.55190866e-01 -2.43483661e-01 -2.83530753e-01 1.25293684e-01
1.48852785e-01 6.26013107e-02 -3.40602967e-02 -3.71622643e-02
-3.00260143e-02 3.51274415e-02]
[ -2.58090190e-04 -8.45077261e-02 1.12641106e-02 1.14236415e-01
-2.60138569e-01 -7.37743760e-02 1.12936191e-01 -1.83962122e-01
1.87645814e-01 6.81497707e-02]
[ 1.41777730e-01 -6.33961216e-02 4.80482748e-02 -3.34125852e-02
-2.47057957e-02 -6.27975697e-02 -1.46271688e-01 1.21771140e-01
8.40200092e-02 5.20358994e-02]
[ -1.62561387e-01 -3.60868350e-02 -3.10239336e-01 -4.10090136e-03
-9.44479938e-02 7.60418571e-02 -2.76527824e-01 -1.88356687e-02
2.77511644e-01 -1.07652707e-01]
[ 3.51150944e-02 -1.57053021e-01 7.28012570e-02 3.64073959e-04
2.71889810e-02 -7.98199629e-02 -7.96293163e-02 -8.61886275e-02
-4.20395502e-02 1.51212586e-01]
[ -7.89011989e-02 1.40681630e-01 -2.69580201e-03 -1.60266076e-01
-2.72821143e-02 3.64978650e-02 5.18285908e-02 -9.70249779e-02
-2.26648580e-02 -1.23404500e-01]
[ -4.00769463e-02 1.82069072e-01 -3.26144431e-02 7.68004388e-02
4.10004777e-02 5.90284790e-02 -2.25034911e-01 -2.11158322e-02
-1.04589227e-01 -9.05523598e-02]
[ -1.55526240e-01 7.44339350e-03 6.26751934e-02 2.38845963e-02
-1.77575545e-01 -2.20528165e-01 -1.82166703e-01 -1.96911553e-01
8.88657078e-02 1.76541033e-01]
[ -2.00464648e-01 -7.22181774e-02 1.30142209e-01 2.84048559e-01
-1.95489046e-01 -9.00675301e-02 -1.83217705e-01 -2.57433951e-01
-2.00208910e-01 3.62554497e-02]
[ 1.11069287e-01 -2.57859560e-02 -1.82530075e-02 1.02049637e-01
-3.16372456e-03 -7.53327589e-02 9.12514159e-02 2.92503831e-03
1.61883777e-02 1.74406616e-02]
[ 6.52744705e-03 -1.00228758e-01 -2.27219872e-01 1.08510808e-01
4.26224191e-02 1.13465736e-01 -1.63338637e-02 -1.53044335e-02
-1.26460138e-01 -4.76084011e-02]
[ -1.25644656e-01 -3.44815125e-02 -2.04144210e-01 1.53343338e-01
-8.19461327e-02 1.34491868e-01 -3.74939747e-04 -2.51184918e-01
6.06526044e-02 -1.99220920e-01]
[ -8.39580546e-02 -6.26509026e-02 2.66599642e-01 8.68695604e-02
1.36444530e-01 -5.05917531e-02 -1.14398296e-01 1.27087754e-01
6.01760762e-02 1.84750548e-02]
[ 9.07797149e-02 1.40507537e-01 1.10954770e-01 1.44530056e-01
-1.66113588e-01 -5.35997792e-02 1.07305603e-01 1.15242297e-01
-1.33487396e-03 1.21776365e-02]
[ 3.04497918e-02 -5.91024967e-02 -2.72512102e-01 -1.55500555e-02
1.07534207e-01 -1.13865626e-01 7.87279077e-02 1.58764362e-01
1.25683361e-01 1.74868038e-02]
[ 5.73189925e-02 6.36630333e-02 -1.16716261e-01 4.57905652e-02
-1.44340376e-01 3.24993730e-01 1.98131319e-01 2.05458789e-01
-1.67733890e-01 -3.66211322e-02]
[ -9.57857942e-03 -6.33618238e-02 1.05097155e-01 8.86660569e-02
3.31583188e-02 1.28353872e-01 -1.92299666e-01 -3.00987280e-02
1.96802402e-01 6.20434459e-02]
[ 9.43495577e-02 4.55819652e-02 -6.02546658e-02 -1.21458434e-01
-6.16980227e-02 -3.17607318e-01 1.37875366e-01 1.30809680e-02
1.32271428e-01 6.73792258e-02]
[ -9.75183595e-02 2.42858049e-02 -1.42595888e-02 2.35304138e-02
1.18917319e-02 -2.02304304e-01 -9.26924209e-02 -1.95566929e-02
1.49066491e-02 1.31676621e-01]
[ -1.29616424e-01 -9.87262490e-03 -1.89786210e-01 1.62614081e-02
-3.12160159e-01 -1.06530658e-02 -6.18115068e-02 -2.24239646e-02
1.91319331e-02 8.78050663e-02]
[ 7.47572914e-02 2.48570036e-01 -1.16350355e-02 1.25714932e-02
2.83392981e-02 2.01682902e-01 1.89334113e-01 1.00962349e-01
-8.20026147e-02 -1.90951140e-01]
[ 1.08927567e-01 2.62693853e-02 4.61341113e-02 9.51159199e-02
6.09781456e-02 1.19527340e-02 7.97287454e-02 7.69566263e-02
1.46495540e-01 -1.60983825e-01]
[ 1.23443760e-01 -5.91164622e-02 2.65547977e-02 4.12371200e-02
1.37626444e-01 -5.79125804e-02 8.25465633e-02 3.34743571e-02
-2.57454300e-01 -2.06652762e-02]
[ -2.81293647e-02 -1.69383098e-01 7.38824634e-02 -1.67530789e-02
1.10696533e-01 -1.86659669e-01 1.50662962e-01 -9.76838048e-02
6.35004876e-02 3.00916966e-01]
[ -1.62480310e-01 -1.71202848e-03 1.29847118e-01 1.13134914e-01
3.61488191e-01 5.54162174e-02 -1.06447832e-02 3.29002263e-02
2.40357843e-02 6.92727895e-02]
[ -3.28782431e-02 2.02795441e-01 3.46459255e-01 -1.90280324e-02
-1.20846626e-01 -1.57162212e-01 1.43225071e-01 -2.38697330e-03
-9.48875013e-02 2.38980660e-01]
[ -3.90578532e-02 4.58700030e-02 -1.29984552e-01 1.73187314e-02
7.67942797e-02 -2.85861685e-01 -1.09487803e-01 1.62460358e-01
7.44248270e-02 2.39735201e-02]
[ 6.03177672e-02 7.81113837e-02 1.30612823e-01 -1.61851018e-01
1.91320767e-01 9.40730155e-02 3.48015694e-02 2.94656894e-01
2.51325202e-02 7.56062974e-02]
[ 1.98169766e-01 -1.19250400e-01 -1.75973458e-01 1.21542936e-01
-2.81069870e-01 -1.72998724e-01 1.20875614e-02 2.02890759e-01
2.45365187e-01 -3.04690045e-01]
[ 3.16988714e-02 9.74346791e-02 2.40144708e-01 2.31135513e-01
2.68149684e-02 -1.77765982e-01 -1.12351687e-01 -1.26681572e-01
-1.51669479e-01 -3.14250948e-01]
[ 5.72616539e-02 4.08650881e-02 -9.84638871e-02 -7.77782670e-03
9.59424223e-02 2.05996208e-02 -1.01652948e-01 -1.86206255e-01
6.90179555e-02 2.60654953e-01]
[ -9.89023054e-03 -8.24920557e-02 -7.00049282e-02 -6.54795489e-02
3.65015002e-02 -1.67586182e-01 1.20701801e-01 9.89723982e-03
2.66339116e-02 -4.62460636e-03]
[ -2.72230475e-03 -2.99122536e-02 2.27777319e-01 3.14583731e-02
-8.40627607e-02 -1.10496180e-01 2.19009700e-01 4.32302702e-02
-2.17030909e-01 6.34429287e-02]
[ 3.56161092e-02 -7.30769800e-02 9.03590490e-02 -4.32385420e-02
-7.92049860e-02 9.25204241e-02 1.79377057e-01 -2.69725552e-01
-5.48833899e-02 -1.40855370e-01]
[ -3.44258942e-02 1.36430621e-02 7.44294102e-02 -6.38144325e-02
7.37403589e-02 1.94688142e-01 1.69308979e-01 1.18106586e-01
-4.67555481e-02 1.47503681e-01]
[ 2.30508695e-01 7.31116693e-02 3.46107714e-02 9.45828157e-02
4.06155140e-03 -2.74697132e-02 -1.74749746e-01 1.47221415e-01
-4.38704885e-02 8.27592822e-04]
[ -5.28030475e-02 -2.81248133e-01 -3.83601991e-02 -8.85029690e-02
1.19859651e-02 -5.74216397e-02 6.58102502e-02 5.17506490e-02
2.90271588e-02 4.95062753e-02]
[ -1.98761196e-01 2.50795593e-02 -2.19072788e-02 9.96783151e-02
-1.23886722e-01 -1.51101230e-01 -8.23939641e-02 -4.63925903e-02
4.93358159e-02 -3.30444744e-02]
[ -3.35486012e-02 1.97161871e-02 -6.94948073e-02 1.37003846e-01
1.05240845e-01 7.36518880e-02 1.17174856e-01 1.79123892e-01
-9.95023924e-03 1.74067981e-01]
[ 1.70328438e-01 4.39424854e-02 1.87657004e-01 1.31550062e-02
4.89428763e-02 1.53463976e-01 7.36971619e-02 1.76187612e-01
1.44844616e-01 -8.18108519e-02]
[ -1.13989271e-01 1.02083166e-01 2.17630540e-01 -4.19679442e-02
1.63759407e-01 1.61508227e-01 3.06624427e-02 -1.00967660e-02
-7.57792380e-02 -1.64777814e-02]
[ -1.04115055e-01 -2.61591553e-02 2.12608775e-02 7.97255005e-02
-7.95324483e-03 1.22492112e-01 2.79922094e-01 2.12335338e-02
-2.85031661e-01 -1.06293400e-01]
[ -1.66782250e-01 1.34090837e-01 -6.21297146e-02 -2.73656283e-01
-6.68538013e-02 8.29658178e-02 -6.31082639e-02 9.76773918e-02
-1.58081607e-01 1.17909997e-01]
[ 1.14049723e-01 -6.22754995e-02 -6.58667558e-02 -2.09576727e-02
-1.19653212e-01 -4.55153200e-02 -1.54611944e-01 1.42070078e-01
-6.38236990e-02 -4.40445242e-02]
[ 1.53196996e-01 -1.16738017e-01 -1.38626939e-01 8.49250224e-05
1.30651642e-01 -6.02878247e-02 -7.04983583e-02 -1.45110999e-01
1.32810661e-01 -9.05118546e-02]
[ -1.37177841e-01 1.57097172e-01 2.47497276e-01 -5.06230120e-02
2.21810999e-01 1.06619651e-01 -5.84347052e-03 -2.95301320e-01
-1.45903909e-01 -7.93620746e-02]
[ -3.27327644e-01 2.17039246e-01 2.48177752e-02 6.64614604e-03
-4.67960269e-02 -1.86549754e-01 -1.73008798e-01 2.32726113e-01
-7.51149805e-02 1.36656871e-01]
[ 1.40390683e-01 1.27369245e-01 -2.44840312e-01 -1.07973657e-01
9.79811680e-02 -2.81370054e-01 -5.06776543e-03 -1.65520650e-01
-1.68462972e-02 -1.97182765e-01]
[ 2.24569896e-01 -7.33182029e-02 7.16879045e-02 -3.82554161e-03
-9.52509661e-02 -4.11771878e-02 -1.00426699e-01 -1.39884222e-01
1.19384133e-01 -1.44032121e-01]
[ -1.03878819e-01 4.13693999e-03 1.18954812e-01 1.15629963e-01
-7.01336981e-02 -1.08184757e-01 2.15629298e-01 -7.34615239e-02
1.87908065e-01 1.60963707e-03]
[ 2.05787229e-02 -8.56121378e-02 2.15853048e-01 -2.22094159e-01
4.38319687e-02 1.11413952e-01 -4.38744116e-02 -1.09488150e-01
3.21290773e-02 2.68846077e-01]]
[[ 0.10798045]
[ 0.40197773]
[ 0.1666112 ]
[ 0.13725954]
[-0.61992513]
[-0.09171077]
[-0.39215078]
[-0.0985051 ]
[ 0.04286929]
[ 0.29635438]]
Progress: 1.0% ... Training loss: 0.819 ... Validation loss: 1.254[[ 5.93767771e-02 9.63693065e-02 -1.96564667e-01 -8.68160967e-04
-4.25689667e-01 2.51074525e-02 5.45036740e-02 1.64175836e-01
-1.66944028e-01 6.41099843e-02]
[ 2.31532158e-02 2.03223944e-01 -1.47634667e-02 4.91868804e-02
6.02682976e-02 -1.07538934e-02 2.68243057e-01 4.04513099e-02
1.45040655e-01 -1.36693569e-02]
[ 1.75920033e-01 3.23540144e-01 -1.46605092e-02 1.46754942e-01
-6.05587160e-02 -3.70220382e-02 -5.18151612e-01 5.39112806e-03
1.33427587e-01 3.42377369e-01]
[ -2.40129589e-03 -2.73407671e-01 -1.99424692e-01 -1.08382595e-02
2.34203251e-01 1.37050814e-01 1.36647653e-01 1.91305742e-02
7.84639600e-07 8.19767135e-02]
[ -1.11663989e-02 2.20003028e-01 -1.60361565e-01 4.26024325e-02
8.90273139e-02 -1.69546305e-01 -2.76264805e-02 -1.12610156e-01
-2.09611952e-01 6.14858491e-02]
[ -3.55978156e-01 -2.46444089e-01 -2.84855635e-01 1.24181081e-01
1.53761264e-01 6.33446140e-02 -3.10845560e-02 -3.63810107e-02
-3.03601411e-02 3.28011154e-02]
[ -3.70845091e-04 -8.49820879e-02 1.11176050e-02 1.14064441e-01
-2.59078551e-01 -7.36577504e-02 1.13381320e-01 -1.83865303e-01
1.87604658e-01 6.77520673e-02]
[ 1.41297288e-01 -6.53546607e-02 4.72969096e-02 -3.40475239e-02
-2.17070882e-02 -6.23971709e-02 -1.44341630e-01 1.22235699e-01
8.38273441e-02 5.07233037e-02]
[ -1.62376961e-01 -3.53648374e-02 -3.09951319e-01 -3.85309046e-03
-9.53280172e-02 7.58836027e-02 -2.77117464e-01 -1.90113395e-02
2.77577210e-01 -1.07143635e-01]
[ 3.49214977e-02 -1.58058145e-01 7.24274335e-02 2.15476088e-05
2.94277797e-02 -7.95994533e-02 -7.84473420e-02 -8.59555103e-02
-4.21356442e-02 1.50444347e-01]
[ -7.97142188e-02 1.37736805e-01 -3.98565045e-03 -1.61347132e-01
-2.25177290e-02 3.72190352e-02 5.47369135e-02 -9.62601534e-02
-2.29961142e-02 -1.25635324e-01]
[ -4.02663899e-02 1.81347691e-01 -3.28855061e-02 7.65523156e-02
4.20844744e-02 5.91888726e-02 -2.24363920e-01 -2.09468127e-02
-1.04664259e-01 -9.10808505e-02]
[ -1.55526240e-01 7.44339350e-03 6.26751934e-02 2.38845963e-02
-1.77575545e-01 -2.20528165e-01 -1.82166703e-01 -1.96911553e-01
8.88657078e-02 1.76541033e-01]
[ -2.00833629e-01 -7.36721873e-02 1.29492333e-01 2.83514195e-01
-1.93129619e-01 -8.97092290e-02 -1.81747154e-01 -2.57065164e-01
-2.00364779e-01 3.51692953e-02]
[ 1.10815718e-01 -2.67135772e-02 -1.86771562e-02 1.01698324e-01
-1.60074965e-03 -7.50986105e-02 9.21810550e-02 3.17622952e-03
1.60788920e-02 1.66754054e-02]
[ 6.51836626e-03 -1.00219755e-01 -2.27229793e-01 1.08480319e-01
4.28335406e-02 1.13483522e-01 -1.63430687e-02 -1.52881474e-02
-1.26466264e-01 -4.76450058e-02]
[ -1.25803448e-01 -3.50428856e-02 -2.04375129e-01 1.53131131e-01
-8.09122791e-02 1.34630873e-01 1.38133965e-04 -2.51044828e-01
6.05899478e-02 -1.99653855e-01]
[ -8.41528341e-02 -6.33238839e-02 2.66310597e-01 8.66089602e-02
1.37538679e-01 -5.04215127e-02 -1.13599627e-01 1.27266150e-01
6.01006907e-02 1.79218240e-02]
[ 9.08851112e-02 1.40757734e-01 1.11117052e-01 1.44662228e-01
-1.66530563e-01 -5.36778838e-02 1.06946093e-01 1.15146374e-01
-1.29240357e-03 1.23877225e-02]
[ 3.03000873e-02 -5.96427336e-02 -2.72730431e-01 -1.57352346e-02
1.08420953e-01 -1.13746008e-01 7.92751647e-02 1.58899208e-01
1.25631071e-01 1.70883460e-02]
[ 5.70916990e-02 6.26184566e-02 -1.17087734e-01 4.54740308e-02
-1.42829237e-01 3.25187156e-01 1.99141916e-01 2.05694581e-01
-1.67830970e-01 -3.72809572e-02]
[ -9.68202326e-03 -6.37355494e-02 1.04935593e-01 8.85328318e-02
3.37591417e-02 1.28441227e-01 -1.91927462e-01 -3.00048073e-02
1.96759107e-01 6.17891329e-02]
[ 9.44897472e-02 4.61116998e-02 -6.00342049e-02 -1.21272006e-01
-6.22927370e-02 -3.17725291e-01 1.37465824e-01 1.29485767e-02
1.32316329e-01 6.77551115e-02]
[ -9.75428898e-02 2.41898295e-02 -1.43054389e-02 2.34925227e-02
1.20484588e-02 -2.02278307e-01 -9.25899656e-02 -1.95300213e-02
1.48963247e-02 1.31598624e-01]
[ -1.29567895e-01 -9.66239107e-03 -1.89702563e-01 1.63329069e-02
-3.12478250e-01 -1.07007929e-02 -6.20164073e-02 -2.24746701e-02
1.91546915e-02 8.79563163e-02]
[ 7.44994665e-02 2.47552276e-01 -1.20500544e-02 1.22203602e-02
2.98793071e-02 2.01917010e-01 1.90304226e-01 1.01208260e-01
-8.21056599e-02 -1.91691067e-01]
[ 1.08545101e-01 2.48240795e-02 4.55071250e-02 9.46030257e-02
6.32245410e-02 1.22915138e-02 8.11746834e-02 7.73263638e-02
1.46338232e-01 -1.62091998e-01]
[ 1.23231877e-01 -5.99317660e-02 2.62184121e-02 4.09556031e-02
1.38875102e-01 -5.77277117e-02 8.32995097e-02 3.36761372e-02
-2.57540738e-01 -2.12362624e-02]
[ -2.84760317e-02 -1.70618996e-01 7.33580872e-02 -1.72016176e-02
1.12669694e-01 -1.86362726e-01 1.51906837e-01 -9.73622871e-02
6.33636782e-02 3.00022484e-01]
[ -1.62951815e-01 -3.45558974e-03 1.29104169e-01 1.12516865e-01
3.64269008e-01 5.58165519e-02 -8.93613687e-03 3.33331954e-02
2.38485917e-02 6.80224997e-02]
[ -3.30423642e-02 2.02201173e-01 3.46201911e-01 -1.92399825e-02
-1.19899706e-01 -1.57020759e-01 1.43785200e-01 -2.24066609e-03
-9.49506146e-02 2.38551329e-01]
[ -3.92892389e-02 4.50854323e-02 -1.30335797e-01 1.70088000e-02
7.80981698e-02 -2.85660286e-01 -1.08676914e-01 1.62681679e-01
7.43299110e-02 2.33266372e-02]
[ 6.02870583e-02 7.80067988e-02 1.30564929e-01 -1.61894897e-01
1.91506783e-01 9.41022908e-02 3.49028604e-02 2.94687675e-01
2.51183806e-02 7.55196434e-02]
[ 1.98183746e-01 -1.19200225e-01 -1.75949162e-01 1.21561996e-01
-2.81157221e-01 -1.73011302e-01 1.20356112e-02 2.02876761e-01
2.45371410e-01 -3.04650714e-01]
[ 3.18352547e-02 9.79634765e-02 2.40358516e-01 2.31316520e-01
2.60375578e-02 -1.77886216e-01 -1.12823260e-01 -1.26812551e-01
-1.51612698e-01 -3.13873113e-01]
[ 5.72511445e-02 4.08225630e-02 -9.84738312e-02 -7.78750075e-03
9.59727476e-02 2.06059436e-02 -1.01591562e-01 -1.86202101e-01
6.90124824e-02 2.60621640e-01]
[ -9.92715255e-03 -8.26400150e-02 -7.00647129e-02 -6.55308471e-02
3.67287651e-02 -1.67554422e-01 1.20824421e-01 9.93362133e-03
2.66192137e-02 -4.72934709e-03]
[ -2.67648743e-03 -2.97475143e-02 2.27836221e-01 3.15106100e-02
-8.42255146e-02 -1.10534536e-01 2.18829929e-01 4.31931576e-02
-2.17015101e-01 6.35719367e-02]
[ 3.55099793e-02 -7.34873007e-02 9.01925058e-02 -4.33811344e-02
-7.85751491e-02 9.26142288e-02 1.79774666e-01 -2.69637096e-01
-5.49249980e-02 -1.41148604e-01]
[ -3.42629454e-02 1.41894015e-02 7.46832085e-02 -6.36105105e-02
7.29943365e-02 1.94552911e-01 1.68711760e-01 1.17961541e-01
-4.66906569e-02 1.47880707e-01]
[ 2.30758081e-01 7.40859109e-02 3.50124842e-02 9.49235263e-02
2.67410967e-03 -2.76941878e-02 -1.75521743e-01 1.46983309e-01
-4.37704191e-02 1.48007656e-03]
[ -5.26799214e-02 -2.80777021e-01 -3.81725810e-02 -8.83494886e-02
1.15034557e-02 -5.75163892e-02 6.53904486e-02 5.16394275e-02
2.90653178e-02 4.98249742e-02]
[ -1.98634853e-01 2.55539328e-02 -2.17189638e-02 9.98325983e-02
-1.24557521e-01 -1.51199364e-01 -8.27668490e-02 -4.65083835e-02
4.93857663e-02 -3.27238521e-02]
[ -3.30777809e-02 2.13434605e-02 -6.87547242e-02 1.37601218e-01
1.02756575e-01 7.32430072e-02 1.15554025e-01 1.78705133e-01
-9.76067069e-03 1.75275644e-01]
[ 1.70376414e-01 4.41241738e-02 1.87729282e-01 1.32192519e-02
4.86970985e-02 1.53425390e-01 7.35106017e-02 1.76141868e-01
1.44864887e-01 -8.16720212e-02]
[ -1.13968972e-01 1.02042374e-01 2.17658159e-01 -4.19505181e-02
1.63722217e-01 1.61504324e-01 3.06241795e-02 -1.01087118e-02
-7.57736302e-02 -1.64445731e-02]
[ -1.04195577e-01 -2.64648897e-02 2.11425112e-02 7.96195130e-02
-7.48664506e-03 1.22562478e-01 2.80216836e-01 2.13075414e-02
-2.85063410e-01 -1.06511374e-01]
[ -1.66931625e-01 1.33481859e-01 -6.23890360e-02 -2.73869675e-01
-6.59174089e-02 8.31103828e-02 -6.25251557e-02 9.78304388e-02
-1.58147670e-01 1.17457803e-01]
[ 1.13936603e-01 -6.26680083e-02 -6.60537621e-02 -2.11122847e-02
-1.19000790e-01 -4.54120993e-02 -1.54193098e-01 1.42179375e-01
-6.38708575e-02 -4.43386030e-02]
[ 1.53219716e-01 -1.16622928e-01 -1.38567333e-01 9.72337475e-05
1.30539793e-01 -6.02944214e-02 -7.04918719e-02 -1.45125747e-01
1.32817094e-01 -9.04638913e-02]
[ -1.37692062e-01 1.55132962e-01 2.46654875e-01 -5.13168610e-02
2.24937090e-01 1.07082350e-01 -3.93921565e-03 -2.94826448e-01
-1.46109891e-01 -8.08206583e-02]
[ -3.27334930e-01 2.16835859e-01 2.47841761e-02 6.61928527e-03
-4.66082112e-02 -1.86542043e-01 -1.72815607e-01 2.32762739e-01
-7.51190488e-02 1.36525563e-01]
[ 1.40121529e-01 1.26253955e-01 -2.45257313e-01 -1.08331202e-01
9.95554506e-02 -2.81124560e-01 -4.03497952e-03 -1.65272118e-01
-1.69554554e-02 -1.97952390e-01]
[ 2.24452473e-01 -7.37541522e-02 7.14861773e-02 -3.99892725e-03
-9.43656465e-02 -4.10734373e-02 -1.00010427e-01 -1.39770265e-01
1.19334559e-01 -1.44338746e-01]
[ -1.04022957e-01 3.63733320e-03 1.18701326e-01 1.15412965e-01
-6.88787527e-02 -1.08033484e-01 2.16154312e-01 -7.33085431e-02
1.87837934e-01 1.15939543e-03]
[ 2.04121665e-02 -8.61801139e-02 2.15606920e-01 -2.22309534e-01
4.50025446e-02 1.11551696e-01 -4.31911289e-02 -1.09333408e-01
3.20591772e-02 2.68386944e-01]]
[[ 0.09031959]
[ 0.38833943]
[ 0.14390345]
[ 0.11517242]
[-0.65092011]
[-0.11976966]
[-0.42671783]
[-0.11966802]
[ 0.02130391]
[ 0.2768882 ]]
Progress: 1.1% ... Training loss: 0.818 ... Validation loss: 1.320[[ 6.02591865e-02 9.98981825e-02 -1.95107273e-01 2.92996461e-04
-4.31774304e-01 2.39277178e-02 5.06503810e-02 1.62971705e-01
-1.66726824e-01 6.66970756e-02]
[ 2.33254751e-02 2.03895675e-01 -1.44817784e-02 4.94186834e-02
5.89716909e-02 -1.09786470e-02 2.67433000e-01 4.02090056e-02
1.45083707e-01 -1.31318864e-02]
[ 1.78012545e-01 3.31733324e-01 -1.12251742e-02 1.49525016e-01
-7.53579774e-02 -3.97996417e-02 -5.27364331e-01 2.55399238e-03
1.33936923e-01 3.48598045e-01]
[ -3.39552549e-03 -2.77331236e-01 -2.01026106e-01 -1.21554979e-02
2.41055787e-01 1.38359475e-01 1.40994029e-01 2.05317884e-02
-2.48629462e-04 7.88739189e-02]
[ -9.96224932e-03 2.24080682e-01 -1.58521891e-01 4.40876118e-02
8.07947155e-02 -1.70997049e-01 -3.26604145e-02 -1.14136831e-01
-2.09326854e-01 6.48019512e-02]
[ -3.56465442e-01 -2.48425006e-01 -2.85654329e-01 1.23503884e-01
1.57508885e-01 6.40297544e-02 -2.88277416e-02 -3.56967123e-02
-3.04789724e-02 3.12852660e-02]
[ -2.52835153e-04 -8.45159330e-02 1.13173287e-02 1.14208427e-01
-2.59983857e-01 -7.37801463e-02 1.13033849e-01 -1.84024359e-01
1.87636299e-01 6.80577689e-02]
[ 1.41833018e-01 -6.32818503e-02 4.81713277e-02 -3.33521843e-02
-2.52159787e-02 -6.31016505e-02 -1.46669770e-01 1.21512649e-01
8.39576443e-02 5.22460277e-02]
[ -1.62142430e-01 -3.45497287e-02 -3.09597232e-01 -3.56357988e-03
-9.68859774e-02 7.55962374e-02 -2.78076525e-01 -1.93011857e-02
2.77629289e-01 -1.06442939e-01]
[ 3.52605482e-02 -1.56618957e-01 7.30108704e-02 4.45835450e-04
2.71935169e-02 -8.00127113e-02 -7.97172359e-02 -8.64284257e-02
-4.20487598e-02 1.51362389e-01]
[ -7.96164048e-02 1.37931657e-01 -3.85956792e-03 -1.61257724e-01
-2.28690199e-02 3.71333453e-02 5.43553454e-02 -9.63398983e-02
-2.29765343e-02 -1.25381918e-01]
[ -4.03022698e-02 1.81086808e-01 -3.29654916e-02 7.64902596e-02
4.24454918e-02 5.92587199e-02 -2.24090317e-01 -2.08818060e-02
-1.04675534e-01 -9.12390266e-02]
[ -1.55526240e-01 7.44339350e-03 6.26751934e-02 2.38845963e-02
-1.77575545e-01 -2.20528165e-01 -1.82166703e-01 -1.96911553e-01
8.88657078e-02 1.76541033e-01]
[ -2.00935329e-01 -7.40126536e-02 1.29322436e-01 2.83369324e-01
-1.92319438e-01 -8.95640300e-02 -1.81292558e-01 -2.56922747e-01
-2.00387670e-01 3.48621394e-02]
[ 1.10685351e-01 -2.72581723e-02 -1.89057777e-02 1.01517658e-01
-6.12425240e-04 -7.49174875e-02 9.27062053e-02 3.35931152e-03
1.60467675e-02 1.62731868e-02]
[ 6.32205203e-03 -1.01000319e-01 -2.27536473e-01 1.08224091e-01
4.42376880e-02 1.13745668e-01 -1.54114225e-02 -1.50286649e-02
-1.26512552e-01 -4.82170886e-02]
[ -1.25873055e-01 -3.53205485e-02 -2.04501033e-01 1.53039654e-01
-8.05004175e-02 1.34729315e-01 4.53074108e-04 -2.50956439e-01
6.05734586e-02 -1.99867218e-01]
[ -8.37722036e-02 -6.16332269e-02 2.66927711e-01 8.70983207e-02
1.34830601e-01 -5.09286398e-02 -1.15253147e-01 1.26753873e-01
6.01922801e-02 1.89885197e-02]
[ 9.07800818e-02 1.40149934e-01 1.10954461e-01 1.44517001e-01
-1.65751707e-01 -5.35014454e-02 1.07541011e-01 1.15299315e-01
-1.31649627e-03 1.21007539e-02]
[ 3.03107943e-02 -5.97338242e-02 -2.72723442e-01 -1.57218201e-02
1.08366724e-01 -1.13741375e-01 7.92390841e-02 1.58883472e-01
1.25633989e-01 1.71220897e-02]
[ 5.73004569e-02 6.34211195e-02 -1.16733950e-01 4.57461498e-02
-1.44015195e-01 3.24905248e-01 1.98164803e-01 2.05416533e-01
-1.67779851e-01 -3.67209106e-02]
[ -9.41582537e-03 -6.25391866e-02 1.05394867e-01 8.88873539e-02
3.18665346e-02 1.28069615e-01 -1.92981278e-01 -3.03760409e-02
1.96823275e-01 6.25778490e-02]
[ 9.48101307e-02 4.72999263e-02 -5.95545645e-02 -1.20868840e-01
-6.45478963e-02 -3.18132489e-01 1.36024354e-01 1.25421902e-02
1.32391125e-01 6.87235090e-02]
[ -9.75428898e-02 2.41898295e-02 -1.43054389e-02 2.34925227e-02
1.20484588e-02 -2.02278307e-01 -9.25899656e-02 -1.95300213e-02
1.48963247e-02 1.31598624e-01]
[ -1.29750570e-01 -1.05249650e-02 -1.89996137e-01 1.60704332e-02
-3.11000124e-01 -1.04300291e-02 -6.10535179e-02 -2.22049544e-02
1.91071742e-02 8.73337774e-02]
[ 7.43224278e-02 2.46795161e-01 -1.23338572e-02 1.19846880e-02
3.12092321e-02 2.02157073e-01 1.91126294e-01 1.01451946e-01
-8.21491851e-02 -1.92245123e-01]
[ 1.08320302e-01 2.39129407e-02 4.51512022e-02 9.43100596e-02
6.48114475e-02 1.25942592e-02 8.21990899e-02 7.76275706e-02
1.46285332e-01 -1.62783937e-01]
[ 1.23055371e-01 -6.07092238e-02 2.59254976e-02 4.07205357e-02
1.40125696e-01 -5.74788370e-02 8.41605182e-02 3.39189227e-02
-2.57583705e-01 -2.17859377e-02]
[ -2.86695356e-02 -1.71452648e-01 7.30444846e-02 -1.74625049e-02
1.14060264e-01 -1.86096043e-01 1.52792136e-01 -9.71051139e-02
6.33160418e-02 2.99432932e-01]
[ -1.62998811e-01 -3.65691882e-03 1.29030675e-01 1.12457217e-01
3.64608957e-01 5.58790691e-02 -8.72848519e-03 3.33954663e-02
2.38377769e-02 6.78780303e-02]
[ -3.32910115e-02 2.01145731e-01 3.45814403e-01 -1.95582329e-02
-1.18127328e-01 -1.56689840e-01 1.44947012e-01 -1.90973799e-03
-9.50081734e-02 2.37815999e-01]
[ -3.96130813e-02 4.36384835e-02 -1.30859371e-01 1.65744628e-02
8.05220298e-02 -2.85212653e-01 -1.07136897e-01 1.63130479e-01
7.42519842e-02 2.23279926e-02]
[ 6.03585587e-02 7.82866729e-02 1.30678035e-01 -1.61806916e-01
1.91013338e-01 9.40122777e-02 3.45805409e-02 2.94604124e-01
2.51337415e-02 7.56976954e-02]
[ 1.98372809e-01 -1.18412207e-01 -1.75654284e-01 1.21809631e-01
-2.82378825e-01 -1.73257493e-01 1.11458282e-02 2.02631483e-01
2.45417796e-01 -3.04047765e-01]
[ 3.18046480e-02 9.78424228e-02 2.40305910e-01 2.31271375e-01
2.62906479e-02 -1.77840869e-01 -1.12683091e-01 -1.26767196e-01
-1.51619957e-01 -3.13975416e-01]
[ 5.71688392e-02 4.04779167e-02 -9.86086565e-02 -7.89970485e-03
9.66122403e-02 2.07229019e-02 -1.01215012e-01 -1.86085838e-01
6.89925802e-02 2.60379809e-01]
[ -9.94018595e-03 -8.26989996e-02 -7.00837505e-02 -6.55483357e-02
3.68277030e-02 -1.67538848e-01 1.20888896e-01 9.95082474e-03
2.66161179e-02 -4.77116942e-03]
[ -2.61664705e-03 -2.95394777e-02 2.27949694e-01 3.15971378e-02
-8.46531822e-02 -1.10606814e-01 2.18559631e-01 4.31036390e-02
-2.16998881e-01 6.37524423e-02]
[ 3.56833673e-02 -7.28614511e-02 9.04532547e-02 -4.31579613e-02
-7.97288896e-02 9.23888555e-02 1.78983686e-01 -2.69856614e-01
-5.48834492e-02 -1.40622416e-01]
[ -3.42360361e-02 1.42980795e-02 7.47304021e-02 -6.35785945e-02
7.27824900e-02 1.94517651e-01 1.68584810e-01 1.17927300e-01
-4.66838333e-02 1.47967135e-01]
[ 2.30820386e-01 7.43560914e-02 3.51090724e-02 9.49981275e-02
2.27406512e-03 -2.77738641e-02 -1.75725743e-01 1.46900586e-01
-4.37565590e-02 1.62468547e-03]
[ -5.23644306e-02 -2.79511849e-01 -3.76915361e-02 -8.79435787e-02
9.32541582e-03 -5.79166725e-02 6.40653849e-02 5.12241321e-02
2.91384816e-02 5.07570732e-02]
[ -1.98423305e-01 2.63190770e-02 -2.13758610e-02 1.00095948e-01
-1.25988331e-01 -1.51447613e-01 -8.36204383e-02 -4.67770360e-02
4.94356812e-02 -3.20976934e-02]
[ -3.23900775e-02 2.42865627e-02 -6.76156634e-02 1.38500185e-01
9.77370718e-02 7.22827658e-02 1.12385587e-01 1.77755457e-01
-9.59133345e-03 1.77268021e-01]
[ 1.70604225e-01 4.51373588e-02 1.88102007e-01 1.35169461e-02
4.70607178e-02 1.53113783e-01 7.25164280e-02 1.75827367e-01
1.44916182e-01 -8.09599599e-02]
[ -1.13906237e-01 1.02303115e-01 2.17757895e-01 -4.18706835e-02
1.63271999e-01 1.61424026e-01 3.03277364e-02 -1.01918240e-02
-7.57594166e-02 -1.62531638e-02]
[ -1.04108646e-01 -2.60896644e-02 2.12696315e-02 7.97239724e-02
-8.03938903e-03 1.22459355e-01 2.79808867e-01 2.11997458e-02
-2.85043004e-01 -1.06260390e-01]
[ -1.66965165e-01 1.33347712e-01 -6.24485104e-02 -2.73916191e-01
-6.56618992e-02 8.31582781e-02 -6.23885172e-02 9.78793233e-02
-1.58156317e-01 1.17352002e-01]
[ 1.13713179e-01 -6.35561408e-02 -6.64162444e-02 -2.14045116e-02
-1.17390494e-01 -4.51138153e-02 -1.53141045e-01 1.42471026e-01
-6.39219643e-02 -4.49937252e-02]
[ 1.53022568e-01 -1.17381145e-01 -1.38869660e-01 -1.71793381e-04
1.31958148e-01 -6.00274083e-02 -6.96004810e-02 -1.44856466e-01
1.32769144e-01 -9.10676878e-02]
[ -1.37548171e-01 1.55600597e-01 2.46856117e-01 -5.11402217e-02
2.24006355e-01 1.06904796e-01 -4.47563952e-03 -2.95020349e-01
-1.46075786e-01 -8.03818348e-02]
[ -3.27344657e-01 2.16743609e-01 2.47697279e-02 6.58515323e-03
-4.64145820e-02 -1.86513149e-01 -1.72693623e-01 2.32799640e-01
-7.51244946e-02 1.36421306e-01]
[ 1.40108774e-01 1.26203523e-01 -2.45272516e-01 -1.08350983e-01
9.97200029e-02 -2.81086503e-01 -4.00414732e-03 -1.65255660e-01
-1.69574206e-02 -1.98004937e-01]
[ 2.24757949e-01 -7.24489180e-02 7.19898295e-02 -3.60589280e-03
-9.62793731e-02 -4.14556080e-02 -1.01251378e-01 -1.40183347e-01
1.19409051e-01 -1.43378968e-01]
[ -1.04061631e-01 3.42212670e-03 1.18646301e-01 1.15359838e-01
-6.86824078e-02 -1.07978645e-01 2.16354284e-01 -7.32521428e-02
1.87829703e-01 1.00438055e-03]
[ 2.06220854e-02 -8.54637200e-02 2.15918564e-01 -2.22051501e-01
4.36495884e-02 1.11293517e-01 -4.40357921e-02 -1.09593119e-01
3.21093607e-02 2.68917231e-01]]
[[ 0.10644512]
[ 0.41012032]
[ 0.15429921]
[ 0.12667041]
[-0.65034813]
[-0.11400315]
[-0.43141924]
[-0.10888519]
[ 0.03245248]
[ 0.29472074]]
Progress: 1.1% ... Training loss: 0.803 ... Validation loss: 1.279[[ 6.08976629e-02 1.02448107e-01 -1.94134207e-01 1.05947238e-03
-4.35518692e-01 2.32306172e-02 4.84514819e-02 1.62301321e-01
-1.66531459e-01 6.84408181e-02]
[ 2.32414100e-02 2.03567908e-01 -1.46108662e-02 4.93122601e-02
5.95148872e-02 -1.08833233e-02 2.67761434e-01 4.02992942e-02
1.45056446e-01 -1.33697960e-02]
[ 1.79334918e-01 3.36550092e-01 -9.25329016e-03 1.51147006e-01
-8.31907456e-02 -4.12395666e-02 -5.31914889e-01 1.15547658e-03
1.34351814e-01 3.52281145e-01]
[ -4.73615100e-03 -2.81924804e-01 -2.02893165e-01 -1.37731474e-02
2.49139831e-01 1.39793900e-01 1.45636214e-01 2.19101939e-02
-6.43831984e-04 7.54457355e-02]
[ -1.04674908e-02 2.22412563e-01 -1.59024880e-01 4.35299290e-02
8.35750048e-02 -1.70522486e-01 -3.07535364e-02 -1.13697317e-01
-2.09441128e-01 6.35898846e-02]
[ -3.56706719e-01 -2.49331328e-01 -2.86023594e-01 1.23171753e-01
1.59190030e-01 6.43235028e-02 -2.77813831e-02 -3.54166347e-02
-3.05624778e-02 3.05335791e-02]
[ -2.53355138e-04 -8.44716514e-02 1.13287698e-02 1.14198200e-01
-2.59943650e-01 -7.37806226e-02 1.13137763e-01 -1.84030451e-01
1.87631652e-01 6.79836941e-02]
[ 1.41837894e-01 -6.33088636e-02 4.82266270e-02 -3.33458719e-02
-2.51747272e-02 -6.31103017e-02 -1.46333715e-01 1.21498623e-01
8.39677172e-02 5.23534693e-02]
[ -1.62072609e-01 -3.41866651e-02 -3.09460541e-01 -3.46136951e-03
-9.73273905e-02 7.55077081e-02 -2.78164242e-01 -1.93890756e-02
2.77652838e-01 -1.06236492e-01]
[ 3.53674572e-02 -1.56159587e-01 7.31871295e-02 5.53869327e-04
2.67551748e-02 -8.01070242e-02 -7.93697132e-02 -8.65359910e-02
-4.20239319e-02 1.51580081e-01]
[ -7.94516837e-02 1.38556276e-01 -3.62183748e-03 -1.61061910e-01
-2.37665248e-02 3.69479628e-02 5.36531175e-02 -9.65154189e-02
-2.29285770e-02 -1.24939346e-01]
[ -4.07409998e-02 1.79476829e-01 -3.35453141e-02 7.59525748e-02
4.51025296e-02 5.97345071e-02 -2.22337001e-01 -2.04266515e-02
-1.04802850e-01 -9.24111630e-02]
[ -1.55526240e-01 7.44339350e-03 6.26751934e-02 2.38845963e-02
-1.77575545e-01 -2.20528165e-01 -1.82166703e-01 -1.96911553e-01
8.88657078e-02 1.76541033e-01]
[ -2.01059187e-01 -7.44194560e-02 1.29138165e-01 2.83202405e-01
-1.91474454e-01 -8.94138125e-02 -1.80758072e-01 -2.56782418e-01
-2.00428554e-01 3.44798158e-02]
[ 1.10714581e-01 -2.71405347e-02 -1.88660044e-02 1.01550314e-01
-7.81683068e-04 -7.49506082e-02 9.25709979e-02 3.33227189e-03
1.60540258e-02 1.63510905e-02]
[ 6.15275537e-03 -1.01648187e-01 -2.27777802e-01 1.08014861e-01
4.52179784e-02 1.13928949e-01 -1.47129123e-02 -1.48520132e-02
-1.26565320e-01 -4.86941374e-02]
[ -1.26047700e-01 -3.59830989e-02 -2.04752724e-01 1.52833309e-01
-7.94942683e-02 1.34908318e-01 1.16222558e-03 -2.50784530e-01
6.05206312e-02 -2.00353944e-01]
[ -8.33439743e-02 -5.99682903e-02 2.67547001e-01 8.75961614e-02
1.32487286e-01 -5.13820627e-02 -1.16892726e-01 1.26319130e-01
6.03184152e-02 2.01016834e-02]
[ 9.05585040e-02 1.39297678e-01 1.10640934e-01 1.44251402e-01
-1.64469736e-01 -5.32555676e-02 1.08450584e-01 1.15527942e-01
-1.38465290e-03 1.14940502e-02]
[ 3.02273183e-02 -6.00986399e-02 -2.72838464e-01 -1.58210132e-02
1.08877116e-01 -1.13643533e-01 7.98235043e-02 1.58961682e-01
1.25610973e-01 1.68942092e-02]
[ 5.72518863e-02 6.31491530e-02 -1.16793240e-01 4.56767070e-02
-1.43579438e-01 3.24962658e-01 1.98432026e-01 2.05473962e-01
-1.67792801e-01 -3.68368291e-02]
[ -9.04585255e-03 -6.10433670e-02 1.05972875e-01 8.93465824e-02
2.95820885e-02 1.27648096e-01 -1.94249460e-01 -3.07751890e-02
1.96941463e-01 6.36791691e-02]
[ 9.47074087e-02 4.69292817e-02 -5.97023045e-02 -1.20988011e-01
-6.39246868e-02 -3.18020344e-01 1.36476888e-01 1.26509568e-02
1.32356978e-01 6.84316373e-02]
[ -9.74308063e-02 2.46793035e-02 -1.41327944e-02 2.36430083e-02
1.12754160e-02 -2.02413635e-01 -9.31002553e-02 -1.96595231e-02
1.49342652e-02 1.31932562e-01]
[ -1.29933039e-01 -1.12419185e-02 -1.90258815e-01 1.58322862e-02
-3.09791625e-01 -1.02163226e-02 -6.02575471e-02 -2.20043753e-02
1.90478711e-02 8.67840519e-02]
[ 7.41727652e-02 2.46235595e-01 -1.25566064e-02 1.18052736e-02
3.20841566e-02 2.02319492e-01 1.91742309e-01 1.01609715e-01
-8.21953753e-02 -1.92665574e-01]
[ 1.08049297e-01 2.28602664e-02 4.47412322e-02 9.39727278e-02
6.65026824e-02 1.28971902e-02 8.32929172e-02 7.79142300e-02
1.46201783e-01 -1.63530004e-01]
[ 1.22819589e-01 -6.16487007e-02 2.55758114e-02 4.04281218e-02
1.41585813e-01 -5.72167043e-02 8.51243731e-02 3.41647584e-02
-2.57657481e-01 -2.24286682e-02]
[ -2.89369342e-02 -1.72424323e-01 7.26560665e-02 -1.77848681e-02
1.15685430e-01 -1.85817659e-01 1.53784690e-01 -9.68306714e-02
6.32351466e-02 2.98760238e-01]
[ -1.63189766e-01 -4.32702121e-03 1.28745232e-01 1.12220748e-01
3.65816339e-01 5.60915288e-02 -7.93842235e-03 3.35972194e-02
2.37806963e-02 6.73435851e-02]
[ -3.36416407e-02 1.99818715e-01 3.45330466e-01 -1.99712180e-02
-1.16106099e-01 -1.56320243e-01 1.46349656e-01 -1.55703575e-03
-9.51148585e-02 2.36912302e-01]
[ -3.98391153e-02 4.28509883e-02 -1.31184536e-01 1.62955984e-02
8.19604206e-02 -2.84961968e-01 -1.06194648e-01 1.63371456e-01
7.41815804e-02 2.16786702e-02]
[ 6.05804503e-02 7.90874881e-02 1.31007308e-01 -1.61538351e-01
1.89622855e-01 9.37741249e-02 3.36952897e-02 2.94377915e-01
2.52010733e-02 7.63127042e-02]
[ 1.98662276e-01 -1.17303632e-01 -1.75239989e-01 1.22150444e-01
-2.84064994e-01 -1.73567838e-01 9.99818545e-03 2.02337592e-01
2.45500937e-01 -3.03257201e-01]
[ 3.19506519e-02 9.83843446e-02 2.40525214e-01 2.31449033e-01
2.53871820e-02 -1.77998071e-01 -1.13239820e-01 -1.26921051e-01
-1.51574269e-01 -3.13588122e-01]
[ 5.71071369e-02 4.02384954e-02 -9.86970608e-02 -7.97238327e-03
9.69719961e-02 2.07867113e-02 -1.00984375e-01 -1.86024260e-01
6.89739977e-02 2.60216235e-01]
[ -9.96877706e-03 -8.28322098e-02 -7.01065313e-02 -6.55857813e-02
3.70554792e-02 -1.67502573e-01 1.21084101e-01 9.97824883e-03
2.66070870e-02 -4.87545413e-03]
[ -2.64548035e-03 -2.96153975e-02 2.27909902e-01 3.15630325e-02
-8.44597938e-02 -1.10576218e-01 2.18632796e-01 4.31341051e-02
-2.17007132e-01 6.36971901e-02]
[ 3.57224049e-02 -7.27109524e-02 9.05058839e-02 -4.31152601e-02
-7.99313563e-02 9.23504838e-02 1.78837478e-01 -2.69890243e-01
-5.48735762e-02 -1.40520749e-01]
[ -3.41915026e-02 1.44354264e-02 7.47960263e-02 -6.35215266e-02
7.25260907e-02 1.94465219e-01 1.68413025e-01 1.17878610e-01
-4.66695669e-02 1.48089278e-01]
[ 2.30872843e-01 7.45738801e-02 3.51918881e-02 9.50672936e-02
1.99192002e-03 -2.78425325e-02 -1.75759757e-01 1.46836315e-01
-4.37395469e-02 1.76967596e-03]
[ -5.23752268e-02 -2.79541111e-01 -3.77042771e-02 -8.79542477e-02
9.38926331e-03 -5.79086575e-02 6.40924459e-02 5.12323040e-02
2.91354278e-02 5.07318918e-02]
[ -1.97936154e-01 2.81502901e-02 -2.06513133e-02 1.00682973e-01
-1.28867262e-01 -1.51959556e-01 -8.52674061e-02 -4.72831841e-02
4.95870561e-02 -3.07982076e-02]
[ -3.20763874e-02 2.55156155e-02 -6.71478007e-02 1.38877613e-01
9.58033275e-02 7.19393530e-02 1.11186271e-01 1.77425844e-01
-9.49542548e-03 1.78108159e-01]
[ 1.70733905e-01 4.56493630e-02 1.88298925e-01 1.36745506e-02
4.62685442e-02 1.52968423e-01 7.20283470e-02 1.75690140e-01
1.44956362e-01 -8.06373937e-02]
[ -1.13885730e-01 1.02375923e-01 2.17794860e-01 -4.18522918e-02
1.63161523e-01 1.61405458e-01 3.02973684e-02 -1.02106954e-02
-7.57533732e-02 -1.62150139e-02]
[ -1.04080755e-01 -2.59769648e-02 2.13104074e-02 7.97570612e-02
-8.21040130e-03 1.22428820e-01 2.79694965e-01 2.11699169e-02
-2.85034173e-01 -1.06184549e-01]
[ -1.66997692e-01 1.33213700e-01 -6.25031205e-02 -2.73961662e-01
-6.54178621e-02 8.31992282e-02 -6.22372680e-02 9.79173124e-02
-1.58167649e-01 1.17251368e-01]
[ 1.13627688e-01 -6.38770251e-02 -6.65293908e-02 -2.15076466e-02
-1.16869088e-01 -4.50209867e-02 -1.52800696e-01 1.42559561e-01
-6.39473152e-02 -4.52251158e-02]
[ 1.53373350e-01 -1.16014705e-01 -1.38339735e-01 2.43041668e-04
1.29957571e-01 -6.03940574e-02 -7.07239025e-02 -1.45219861e-01
1.32872206e-01 -9.01235877e-02]
[ -1.37793906e-01 1.54601711e-01 2.46501407e-01 -5.14437844e-02
2.25526511e-01 1.07174159e-01 -3.44831890e-03 -2.94765184e-01
-1.46151100e-01 -8.10206194e-02]
[ -3.27364659e-01 2.16648038e-01 2.47242640e-02 6.54654342e-03
-4.61459192e-02 -1.86472434e-01 -1.72396347e-01 2.32827599e-01
-7.51312122e-02 1.36336053e-01]
[ 1.40096651e-01 1.26259430e-01 -2.45254480e-01 -1.08374511e-01
9.97634170e-02 -2.81077591e-01 -3.90825630e-03 -1.65242869e-01
-1.69610765e-02 -1.98067351e-01]
[ 2.24553908e-01 -7.32436360e-02 7.16914583e-02 -3.85937461e-03
-9.50687056e-02 -4.12376510e-02 -1.00393393e-01 -1.39971014e-01
1.19347004e-01 -1.43963249e-01]
[ -1.03886621e-01 4.08738146e-03 1.18907725e-01 1.15573351e-01
-6.96806686e-02 -1.08179249e-01 2.15699102e-01 -7.34400543e-02
1.87880713e-01 1.47363733e-03]
[ 2.04110952e-02 -8.61881371e-02 2.15641891e-01 -2.22294504e-01
4.49267175e-02 1.11519916e-01 -4.31370517e-02 -1.09377993e-01
3.20484921e-02 2.68362733e-01]]
[[ 0.10644912]
[ 0.41225505]
[ 0.15317371]
[ 0.12542479]
[-0.661526 ]
[-0.11914311]
[-0.44385697]
[-0.1090395 ]
[ 0.03416856]
[ 0.2932829 ]]
Progress: 1.1% ... Training loss: 0.799 ... Validation loss: 1.283[[ 6.16261505e-02 1.05219077e-01 -1.93032187e-01 1.96082552e-03
-4.39557651e-01 2.23940176e-02 4.57981847e-02 1.61516283e-01
-1.66284825e-01 7.04526325e-02]
[ 2.31898690e-02 2.03372165e-01 -1.46897080e-02 4.92465940e-02
5.98437694e-02 -1.08216028e-02 2.67971071e-01 4.03553902e-02
1.45039119e-01 -1.35196434e-02]
[ 1.81075837e-01 3.43083352e-01 -6.57263021e-03 1.53314601e-01
-9.35578467e-02 -4.32780746e-02 -5.38601068e-01 -7.37155390e-04
1.34943944e-01 3.57035711e-01]
[ -5.99363879e-03 -2.86765374e-01 -2.04817484e-01 -1.53051742e-02
2.56214992e-01 1.41265984e-01 1.50479395e-01 2.32893417e-02
-1.06394892e-03 7.20512886e-02]
[ -1.04277849e-02 2.22468845e-01 -1.58840749e-01 4.36262668e-02
8.32724714e-02 -1.70615252e-01 -3.10216113e-02 -1.13825993e-01
-2.09410080e-01 6.37110833e-02]
[ -3.56801429e-01 -2.49748772e-01 -2.86258060e-01 1.23016663e-01
1.60026454e-01 6.44554768e-02 -2.72555569e-02 -3.52938162e-02
-3.06006716e-02 3.01642307e-02]
[ -3.58908769e-04 -8.48857138e-02 1.11745189e-02 1.14082558e-01
-2.59143716e-01 -7.36594366e-02 1.13598588e-01 -1.83944866e-01
1.87604103e-01 6.76939883e-02]
[ 1.42147768e-01 -6.20516100e-02 4.87219507e-02 -3.29411515e-02
-2.69512120e-02 -6.34792375e-02 -1.47457288e-01 1.21143442e-01
8.40770754e-02 5.31891175e-02]
[ -1.62029333e-01 -3.39983775e-02 -3.09407083e-01 -3.43543783e-03
-9.74090173e-02 7.54759199e-02 -2.78102699e-01 -1.94146850e-02
2.77655313e-01 -1.06164064e-01]
[ 3.58825858e-02 -1.54036545e-01 7.39549127e-02 1.17179861e-03
2.41527566e-02 -8.06855293e-02 -8.10309410e-02 -8.70857347e-02
-4.18532806e-02 1.52919744e-01]
[ -7.97912068e-02 1.37238258e-01 -4.16572092e-03 -1.61494099e-01
-2.15629712e-02 3.73523909e-02 5.51144646e-02 -9.61664065e-02
-2.30431049e-02 -1.25927026e-01]
[ -4.07637200e-02 1.79285839e-01 -3.36091495e-02 7.59267570e-02
4.52796408e-02 5.97610201e-02 -2.22212499e-01 -2.03983070e-02
-1.04812883e-01 -9.25141252e-02]
[ -1.55526240e-01 7.44339350e-03 6.26751934e-02 2.38845963e-02
-1.77575545e-01 -2.20528165e-01 -1.82166703e-01 -1.96911553e-01
8.88657078e-02 1.76541033e-01]
[ -2.01200198e-01 -7.49377894e-02 1.28909531e-01 2.83015887e-01
-1.90484472e-01 -8.92407036e-02 -1.80125697e-01 -2.56624193e-01
-2.00477373e-01 3.40561405e-02]
[ 1.10477905e-01 -2.80042885e-02 -1.92208859e-02 1.01254480e-01
7.31133894e-04 -7.46750971e-02 9.35148571e-02 3.58553997e-03
1.59745473e-02 1.56942509e-02]
[ 6.33530054e-03 -1.00987486e-01 -2.27543762e-01 1.08226225e-01
4.41621399e-02 1.13723296e-01 -1.53476098e-02 -1.50438997e-02
-1.26505471e-01 -4.82173739e-02]
[ -1.26248474e-01 -3.67319109e-02 -2.05045855e-01 1.52593084e-01
-7.83687697e-02 1.35134273e-01 1.98414289e-03 -2.50592130e-01
6.04556948e-02 -2.00899851e-01]
[ -8.31767602e-02 -5.93276725e-02 2.67778901e-01 8.77893759e-02
1.31540182e-01 -5.15710942e-02 -1.17550034e-01 1.26145598e-01
6.03714519e-02 2.05207029e-02]
[ 9.05978162e-02 1.39364053e-01 1.10709414e-01 1.44307977e-01
-1.64517899e-01 -5.32913546e-02 1.08314352e-01 1.15482151e-01
-1.36460783e-03 1.16021921e-02]
[ 3.00137101e-02 -6.08890313e-02 -2.73138566e-01 -1.60706809e-02
1.10214247e-01 -1.13408413e-01 8.07207026e-02 1.59169438e-01
1.25546467e-01 1.63877900e-02]
[ 5.75123335e-02 6.41734412e-02 -1.16400680e-01 4.60025769e-02
-1.45072728e-01 3.24668278e-01 1.97486736e-01 2.05200475e-01
-1.67704002e-01 -3.62307979e-02]
[ -8.66587374e-03 -5.95838918e-02 1.06546831e-01 8.98090452e-02
2.73208212e-02 1.27199904e-01 -1.95675818e-01 -3.11823139e-02
1.97056801e-01 6.47606179e-02]
[ 9.47569405e-02 4.70988985e-02 -5.96357588e-02 -1.20929802e-01
-6.42144270e-02 -3.18068954e-01 1.36290696e-01 1.26001073e-02
1.32372209e-01 6.85554953e-02]
[ -9.74632690e-02 2.45736130e-02 -1.41825424e-02 2.36009276e-02
1.14655015e-02 -2.02375678e-01 -9.29304490e-02 -1.96189198e-02
1.49226418e-02 1.31830308e-01]
[ -1.30034652e-01 -1.16219771e-02 -1.90439735e-01 1.56988377e-02
-3.09073491e-01 -1.00898874e-02 -5.98120051e-02 -2.18863442e-02
1.90110279e-02 8.64529054e-02]
[ 7.38804232e-02 2.45145570e-01 -1.29799036e-02 1.14566385e-02
3.38544643e-02 2.02647572e-01 1.92928516e-01 1.01909559e-01
-8.22895755e-02 -1.93473068e-01]
[ 1.07584521e-01 2.10799451e-02 4.40504451e-02 9.34081344e-02
6.93360815e-02 1.34294293e-02 8.51803451e-02 7.84093305e-02
1.46049979e-01 -1.64796182e-01]
[ 1.22654889e-01 -6.22429614e-02 2.53280384e-02 4.02242729e-02
1.42630759e-01 -5.70211256e-02 8.58132303e-02 3.43413872e-02
-2.57713459e-01 -2.28920961e-02]
[ -2.91529980e-02 -1.73212785e-01 7.23402988e-02 -1.80435617e-02
1.17037777e-01 -1.85575545e-01 1.54667496e-01 -9.66120645e-02
6.31674628e-02 2.98235856e-01]
[ -1.63436144e-01 -5.22544667e-03 1.28385554e-01 1.11927373e-01
3.67348359e-01 5.63712109e-02 -6.89553833e-03 3.38457660e-02
2.37013953e-02 6.66592724e-02]
[ -3.37867509e-02 1.99258233e-01 3.45123090e-01 -2.01455238e-02
-1.15206072e-01 -1.56154587e-01 1.46955497e-01 -1.40646796e-03
-9.51610412e-02 2.36527428e-01]
[ -3.99255464e-02 4.25344472e-02 -1.31310693e-01 1.61919661e-02
8.25078881e-02 -2.84862101e-01 -1.05853964e-01 1.63465064e-01
7.41550466e-02 2.14389577e-02]
[ 6.07742930e-02 7.98786031e-02 1.31290037e-01 -1.61301847e-01
1.88349471e-01 9.35644429e-02 3.28962397e-02 2.94182246e-01
2.52657599e-02 7.68543454e-02]
[ 1.99058279e-01 -1.15848139e-01 -1.74696879e-01 1.22642632e-01
-2.86515636e-01 -1.74019825e-01 8.37552119e-03 2.01913777e-01
2.45629246e-01 -3.02181051e-01]
[ 3.20115478e-02 9.85996227e-02 2.40613351e-01 2.31520213e-01
2.50225820e-02 -1.78068093e-01 -1.13489660e-01 -1.26984800e-01
-1.51554184e-01 -3.13419841e-01]
[ 5.70316278e-02 3.99394571e-02 -9.88143773e-02 -8.06710089e-03
9.74418794e-02 2.08754531e-02 -1.00703154e-01 -1.85944775e-01
6.89484484e-02 2.60027272e-01]
[ -9.95455248e-03 -8.27743649e-02 -7.00801129e-02 -6.55657448e-02
3.69379396e-02 -1.67523322e-01 1.21047300e-01 9.95885143e-03
2.66095347e-02 -4.83494642e-03]
[ -2.60755207e-03 -2.94719713e-02 2.27964798e-01 3.16080435e-02
-8.46741910e-02 -1.10618515e-01 2.18484850e-01 4.30938935e-02
-2.16994773e-01 6.37879782e-02]
[ 3.59280008e-02 -7.19001927e-02 9.08257252e-02 -4.28575663e-02
-8.10396995e-02 9.21105487e-02 1.77984207e-01 -2.70111751e-01
-5.48016632e-02 -1.39932885e-01]
[ -3.40772967e-02 1.48291811e-02 7.49670753e-02 -6.33801973e-02
7.18554550e-02 1.94331051e-01 1.68028414e-01 1.17757587e-01
-4.66321468e-02 1.48348178e-01]
[ 2.30795945e-01 7.42660395e-02 3.50761764e-02 9.49687475e-02
2.49301306e-03 -2.77496482e-02 -1.75420050e-01 1.46918071e-01
-4.37645916e-02 1.54402981e-03]
[ -5.20504530e-02 -2.78299578e-01 -3.72118795e-02 -8.75460874e-02
7.48608259e-03 -5.82970669e-02 6.28414388e-02 5.08794082e-02
2.92453899e-02 5.15720798e-02]
[ -1.97818100e-01 2.86231690e-02 -2.04773385e-02 1.00819386e-01
-1.29585267e-01 -1.52092966e-01 -8.56870734e-02 -4.74047647e-02
4.96205971e-02 -3.04702891e-02]
[ -3.15844606e-02 2.73923054e-02 -6.64428033e-02 1.39448105e-01
9.28473359e-02 7.13864119e-02 1.09255236e-01 1.76915605e-01
-9.33689091e-03 1.79405904e-01]
[ 1.70892706e-01 4.62148277e-02 1.88526125e-01 1.38578309e-02
4.53370306e-02 1.52793193e-01 7.14502194e-02 1.75528047e-01
1.45003922e-01 -8.01985877e-02]
[ -1.13813750e-01 1.02638772e-01 2.17891937e-01 -4.17661037e-02
1.62826606e-01 1.61323056e-01 3.00568186e-02 -1.02960069e-02
-7.57286396e-02 -1.60277695e-02]
[ -1.04093641e-01 -2.60362089e-02 2.12887672e-02 7.97388309e-02
-8.11239337e-03 1.22446170e-01 2.79751356e-01 2.11861714e-02
-2.85039089e-01 -1.06226453e-01]
[ -1.67043893e-01 1.32992227e-01 -6.25852019e-02 -2.74029903e-01
-6.49944121e-02 8.32642126e-02 -6.19802467e-02 9.79768313e-02
-1.58187257e-01 1.17071386e-01]
[ 1.13419638e-01 -6.46339654e-02 -6.68435686e-02 -2.17693807e-02
-1.15520639e-01 -4.47744961e-02 -1.51930550e-01 1.42784748e-01
-6.40159746e-02 -4.58252506e-02]
[ 1.53549922e-01 -1.15320563e-01 -1.38055691e-01 4.76204758e-04
1.28985300e-01 -6.06058371e-02 -7.13857691e-02 -1.45418516e-01
1.32934758e-01 -8.96193279e-02]
[ -1.38125059e-01 1.53478113e-01 2.46014203e-01 -5.18447742e-02
2.27546234e-01 1.07554964e-01 -2.09936468e-03 -2.94419747e-01
-1.46257123e-01 -8.19309170e-02]
[ -3.27579789e-01 2.15735286e-01 2.43941441e-02 6.26579535e-03
-4.46962687e-02 -1.86205025e-01 -1.71437486e-01 2.33070397e-01
-7.52073377e-02 1.35744102e-01]
[ 1.40310876e-01 1.27100134e-01 -2.44972740e-01 -1.08111340e-01
9.86331406e-02 -2.81332294e-01 -4.72222407e-03 -1.65476028e-01
-1.68905202e-02 -1.97487741e-01]
[ 2.24518593e-01 -7.33624015e-02 7.16364051e-02 -3.90467837e-03
-9.48483837e-02 -4.12060406e-02 -1.00207191e-01 -1.39954256e-01
1.19339884e-01 -1.44067380e-01]
[ -1.03655399e-01 4.87736028e-03 1.19223915e-01 1.15832919e-01
-7.09587578e-02 -1.08411956e-01 2.15000377e-01 -7.36727750e-02
1.87947799e-01 2.05879044e-03]
[ 2.05235612e-02 -8.57438127e-02 2.15792359e-01 -2.22163442e-01
4.43959050e-02 1.11391717e-01 -4.35318868e-02 -1.09490837e-01
3.20836574e-02 2.68549112e-01]]
[[ 0.11579901]
[ 0.42128057]
[ 0.15684234]
[ 0.13096798]
[-0.66743905]
[-0.11836759]
[-0.4517774 ]
[-0.1031762 ]
[ 0.04029954]
[ 0.3024664 ]]
Progress: 1.2% ... Training loss: 0.791 ... Validation loss: 1.265[[ 6.14766281e-02 1.04601260e-01 -1.93244137e-01 1.77329754e-03
-4.38222119e-01 2.25632509e-02 4.67868089e-02 1.61651587e-01
-1.66329131e-01 6.98549371e-02]
[ 2.31800548e-02 2.03369432e-01 -1.47010680e-02 4.92354371e-02
5.98752209e-02 -1.08112717e-02 2.68008144e-01 4.03638825e-02
1.45035748e-01 -1.35429746e-02]
[ 1.82450674e-01 3.47852007e-01 -4.61955592e-03 1.55013596e-01
-1.01626574e-01 -4.47299592e-02 -5.43283198e-01 -2.06686609e-03
1.35442773e-01 3.60446181e-01]
[ -7.63134850e-03 -2.92237425e-01 -2.07011846e-01 -1.72392861e-02
2.65285967e-01 1.42994717e-01 1.56366607e-01 2.48022801e-02
-1.65737689e-03 6.80399543e-02]
[ -1.04052291e-02 2.22229159e-01 -1.58667890e-01 4.36737210e-02
8.27422764e-02 -1.70657139e-01 -3.06131734e-02 -1.13901701e-01
-2.09372615e-01 6.34997856e-02]
[ -3.57420529e-01 -2.52098728e-01 -2.87171417e-01 1.22214293e-01
1.64050341e-01 6.51503920e-02 -2.47194273e-02 -3.46727203e-02
-3.08253556e-02 2.83740147e-02]
[ -6.13545037e-04 -8.56593954e-02 1.08187366e-02 1.13789272e-01
-2.57375734e-01 -7.33874837e-02 1.14571982e-01 -1.83735946e-01
1.87517310e-01 6.69731626e-02]
[ 1.42093248e-01 -6.23415339e-02 4.86421196e-02 -3.30029144e-02
-2.66531641e-02 -6.34062387e-02 -1.46810685e-01 1.21174083e-01
8.40597886e-02 5.28811386e-02]
[ -1.61995318e-01 -3.37535220e-02 -3.09352821e-01 -3.38475696e-03
-9.76264513e-02 7.54269123e-02 -2.78292920e-01 -1.94503436e-02
2.77674668e-01 -1.06054378e-01]
[ 3.58399487e-02 -1.54152143e-01 7.38100346e-02 1.08304876e-03
2.49514812e-02 -8.06057447e-02 -8.03155686e-02 -8.70415721e-02
-4.18627256e-02 1.52490384e-01]
[ -8.02997659e-02 1.35424935e-01 -4.86916044e-03 -1.62104156e-01
-1.84659099e-02 3.78983663e-02 5.70568084e-02 -9.56969559e-02
-2.32240567e-02 -1.27305347e-01]
[ -4.11067649e-02 1.78046054e-01 -3.40555402e-02 7.55188241e-02
4.72563381e-02 6.01261193e-02 -2.20904310e-01 -2.00869213e-02
-1.04931896e-01 -9.34157786e-02]
[ -1.55526240e-01 7.44339350e-03 6.26751934e-02 2.38845963e-02
-1.77575545e-01 -2.20528165e-01 -1.82166703e-01 -1.96911553e-01
8.88657078e-02 1.76541033e-01]
[ -2.01496142e-01 -7.62020132e-02 1.28451517e-01 2.82616604e-01
-1.88481393e-01 -8.88928077e-02 -1.78744072e-01 -2.56315738e-01
-2.00586189e-01 3.31468666e-02]
[ 1.10150008e-01 -2.91188214e-02 -1.96691137e-02 1.00863345e-01
2.67232763e-03 -7.43322535e-02 9.46812465e-02 3.89099663e-03
1.58604419e-02 1.48333147e-02]
[ 6.22230797e-03 -1.01353618e-01 -2.27680798e-01 1.08092637e-01
4.47692809e-02 1.13831565e-01 -1.49364754e-02 -1.49467431e-02
-1.26543402e-01 -4.84997204e-02]
[ -1.26395735e-01 -3.71565813e-02 -2.05242613e-01 1.52424672e-01
-7.74590417e-02 1.35289121e-01 2.48115861e-03 -2.50473022e-01
6.04036002e-02 -2.01280261e-01]
[ -8.32097058e-02 -5.94213272e-02 2.67708468e-01 8.77386707e-02
1.31893054e-01 -5.15224477e-02 -1.17367527e-01 1.26182843e-01
6.03563008e-02 2.03778351e-02]
[ 9.06249602e-02 1.39477445e-01 1.10745100e-01 1.44354348e-01
-1.64524341e-01 -5.33297000e-02 1.08248999e-01 1.15444848e-01
-1.35000399e-03 1.16908746e-02]
[ 3.01074997e-02 -6.06404449e-02 -2.73001841e-01 -1.59606559e-02
1.09637700e-01 -1.13491154e-01 8.05285314e-02 1.59070124e-01
1.25582443e-01 1.65905352e-02]
[ 5.71417849e-02 6.27437296e-02 -1.16942088e-01 4.55513793e-02
-1.42841021e-01 3.25080468e-01 1.99011927e-01 2.05553981e-01
-1.67841679e-01 -3.72061639e-02]
[ -8.43189701e-03 -5.86959364e-02 1.06889567e-01 9.00925628e-02
2.59254201e-02 1.26943448e-01 -1.96399225e-01 -3.14085158e-02
1.97145352e-01 6.52093163e-02]
[ 9.47388937e-02 4.70797324e-02 -5.96688415e-02 -1.20952744e-01
-6.40911472e-02 -3.18053079e-01 1.36336929e-01 1.26194357e-02
1.32367687e-01 6.85038048e-02]
[ -9.74540026e-02 2.46478413e-02 -1.41650145e-02 2.36155009e-02
1.14005011e-02 -2.02388629e-01 -9.29598677e-02 -1.96280912e-02
1.49271593e-02 1.31854614e-01]
[ -1.29987434e-01 -1.14027543e-02 -1.90382159e-01 1.57548736e-02
-3.09326616e-01 -1.01391005e-02 -6.00458425e-02 -2.19296100e-02
1.90282654e-02 8.65820292e-02]
[ 7.36782052e-02 2.44413366e-01 -1.32569469e-02 1.12261130e-02
3.49983070e-02 2.02855713e-01 1.93715556e-01 1.02089417e-01
-8.23606135e-02 -1.93984680e-01]
[ 1.07146304e-01 1.94893007e-02 4.34552505e-02 9.28991328e-02
7.18630217e-02 1.38911603e-02 8.68777691e-02 7.88087192e-02
1.45895761e-01 -1.65959195e-01]
[ 1.22405150e-01 -6.31762580e-02 2.49717203e-02 3.99283892e-02
1.44113326e-01 -5.67593308e-02 8.68419855e-02 3.45717785e-02
-2.57796182e-01 -2.35626944e-02]
[ -2.94010606e-02 -1.74040878e-01 7.19911367e-02 -1.83333168e-02
1.18386426e-01 -1.85322809e-01 1.55606637e-01 -9.63984292e-02
6.30789049e-02 2.97595097e-01]
[ -1.63728934e-01 -6.20303692e-03 1.27985204e-01 1.11595319e-01
3.68989839e-01 5.66705555e-02 -5.79310476e-03 3.41100255e-02
2.35976462e-02 6.59005570e-02]
[ -3.40934299e-02 1.98178980e-01 3.44695055e-01 -2.05072559e-02
-1.13391432e-01 -1.55831214e-01 1.48088243e-01 -1.12756031e-03
-9.52682381e-02 2.35753403e-01]
[ -4.01361792e-02 4.17565917e-02 -1.31624131e-01 1.59297375e-02
8.38279010e-02 -2.84632836e-01 -1.04990784e-01 1.63665166e-01
7.40744074e-02 2.08692761e-02]
[ 6.10497584e-02 8.08945106e-02 1.31685857e-01 -1.60971978e-01
1.86665175e-01 9.32785752e-02 3.18081280e-02 2.93935514e-01
2.53678105e-02 7.75943085e-02]
[ 1.99211468e-01 -1.15291725e-01 -1.74489894e-01 1.22806183e-01
-2.87266193e-01 -1.74166766e-01 7.84181057e-03 2.01784113e-01
2.45681069e-01 -3.01810818e-01]
[ 3.20244912e-02 9.86467895e-02 2.40630487e-01 2.31534568e-01
2.49478688e-02 -1.78080984e-01 -1.13540158e-01 -1.26995684e-01
-1.51549673e-01 -3.13387214e-01]
[ 5.69340183e-02 3.96009883e-02 -9.89466527e-02 -8.17701033e-03
9.79875980e-02 2.09779219e-02 -1.00337296e-01 -1.85864444e-01
6.89170215e-02 2.59794850e-01]
[ -9.86659627e-03 -8.24486262e-02 -6.99636186e-02 -6.54603932e-02
3.64471494e-02 -1.67620776e-01 1.20784909e-01 9.87337661e-03
2.66406369e-02 -4.67656303e-03]
[ -2.57892006e-03 -2.93464850e-02 2.28010319e-01 3.16439284e-02
-8.48781606e-02 -1.10645588e-01 2.18390634e-01 4.30646982e-02
-2.16983104e-01 6.38539060e-02]
[ 3.59053365e-02 -7.20084653e-02 9.07812286e-02 -4.28938209e-02
-8.08377655e-02 9.21388250e-02 1.78046751e-01 -2.70087459e-01
-5.48123665e-02 -1.40003737e-01]
[ -3.39026500e-02 1.54644892e-02 7.52098256e-02 -6.31767332e-02
7.09420842e-02 1.94143461e-01 1.67431027e-01 1.17595953e-01
-4.65691290e-02 1.48717162e-01]
[ 2.30869454e-01 7.45522356e-02 3.51645102e-02 9.50518560e-02
2.10540582e-03 -2.78286630e-02 -1.75709565e-01 1.46852451e-01
-4.37393895e-02 1.71618872e-03]
[ -5.18187929e-02 -2.77516501e-01 -3.68879097e-02 -8.72759054e-02
6.40206686e-03 -5.85235619e-02 6.20737270e-02 5.06678414e-02
2.93294762e-02 5.21168379e-02]
[ -1.97845639e-01 2.84816481e-02 -2.05327539e-02 1.00771822e-01
-1.29355744e-01 -1.52052460e-01 -8.55101018e-02 -4.73734224e-02
4.96086139e-02 -3.05771074e-02]
[ -3.13366074e-02 2.82473311e-02 -6.60923135e-02 1.39735405e-01
9.13768712e-02 7.11287265e-02 1.08374996e-01 1.76683841e-01
-9.24642629e-03 1.80004131e-01]
[ 1.71154636e-01 4.71901796e-02 1.88881204e-01 1.41626337e-02
4.38560076e-02 1.52516615e-01 7.03886961e-02 1.75286667e-01
1.45093264e-01 -7.95049880e-02]
[ -1.13854058e-01 1.02466567e-01 2.17825645e-01 -4.18239055e-02
1.63122272e-01 1.61374783e-01 3.02530381e-02 -1.02504427e-02
-7.57453361e-02 -1.61556742e-02]
[ -1.04018454e-01 -2.57703884e-02 2.13832973e-02 7.98171847e-02
-8.44915919e-03 1.22375726e-01 2.79467562e-01 2.11245792e-02
-2.85014248e-01 -1.06040314e-01]
[ -1.67102557e-01 1.32821951e-01 -6.26616255e-02 -2.74096463e-01
-6.46835503e-02 8.33242846e-02 -6.17511091e-02 9.80271615e-02
-1.58206459e-01 1.16923560e-01]
[ 1.13097547e-01 -6.58244841e-02 -6.72809405e-02 -2.21530747e-02
-1.13632419e-01 -4.44350389e-02 -1.50636997e-01 1.43086852e-01
-6.41253591e-02 -4.66913591e-02]
[ 1.53543110e-01 -1.15346928e-01 -1.38051394e-01 4.62675523e-04
1.29042482e-01 -6.05918326e-02 -7.12550561e-02 -1.45414130e-01
1.32937715e-01 -8.96731936e-02]
[ -1.38340959e-01 1.52723224e-01 2.45729434e-01 -5.20954488e-02
2.28706162e-01 1.07776258e-01 -1.16385214e-03 -2.94240074e-01
-1.46328966e-01 -8.25575219e-02]
[ -3.27918365e-01 2.14464771e-01 2.38715884e-02 5.82421106e-03
-4.23909331e-02 -1.85809035e-01 -1.69987686e-01 2.33414329e-01
-7.53338232e-02 1.34787965e-01]
[ 1.40335737e-01 1.27274070e-01 -2.44903701e-01 -1.08078234e-01
9.85201614e-02 -2.81371418e-01 -4.91590652e-03 -1.65512492e-01
-1.68776552e-02 -1.97372097e-01]
[ 2.23974398e-01 -7.53722106e-02 7.08576631e-02 -4.55466668e-03
-9.17099378e-02 -4.06261388e-02 -9.80872606e-02 -1.39455752e-01
1.19141826e-01 -1.45545020e-01]
[ -1.03904622e-01 4.00768335e-03 1.18870643e-01 1.15529705e-01
-6.93901230e-02 -1.08130617e-01 2.15918210e-01 -7.34283037e-02
1.87860052e-01 1.41401228e-03]
[ 2.09591635e-02 -8.41551989e-02 2.16363651e-01 -2.21644298e-01
4.21518403e-02 1.10929169e-01 -4.49260878e-02 -1.09900341e-01
3.22425598e-02 2.69483159e-01]]
[[ 0.10453942]
[ 0.4112696 ]
[ 0.14378717]
[ 0.11256068]
[-0.68825259]
[-0.13649368]
[-0.47717872]
[-0.11794095]
[ 0.0274025 ]
[ 0.2905021 ]]
Progress: 1.2% ... Training loss: 0.795 ... Validation loss: 1.316[[ 6.20708038e-02 1.06440857e-01 -1.92396338e-01 2.40514566e-03
-4.41223910e-01 2.18184072e-02 4.43494534e-02 1.60998707e-01
-1.66164052e-01 7.13630480e-02]
[ 2.31743266e-02 2.03210529e-01 -1.47010943e-02 4.92225421e-02
5.99880133e-02 -1.08044403e-02 2.68051269e-01 4.03797684e-02
1.45034804e-01 -1.35512056e-02]
[ 1.84012853e-01 3.53317847e-01 -2.47753256e-03 1.56718854e-01
-1.11114835e-01 -4.67730758e-02 -5.49656006e-01 -3.82895443e-03
1.35851068e-01 3.64707553e-01]
[ -9.34722583e-03 -2.98372448e-01 -2.09337966e-01 -1.90930930e-02
2.75542899e-01 1.45221844e-01 1.63771543e-01 2.67693969e-02
-2.11677619e-03 6.33417554e-02]
[ -9.96945284e-03 2.22996137e-01 -1.58059492e-01 4.40226096e-02
8.06190192e-02 -1.71063837e-01 -3.22105164e-02 -1.14323401e-01
-2.09264603e-01 6.44770716e-02]
[ -3.57805427e-01 -2.53529698e-01 -2.87672061e-01 1.21788666e-01
1.66621547e-01 6.56611269e-02 -2.31413256e-02 -3.42309356e-02
-3.09190936e-02 2.72739761e-02]
[ -3.73869205e-04 -8.50321447e-02 1.11393307e-02 1.14015566e-01
-2.58313223e-01 -7.36527998e-02 1.13745285e-01 -1.83978628e-01
1.87578380e-01 6.75303915e-02]
[ 1.42380165e-01 -6.13094022e-02 4.90433065e-02 -3.26828474e-02
-2.83632822e-02 -6.37922335e-02 -1.48060227e-01 1.20855222e-01
8.41354679e-02 5.36465476e-02]
[ -1.62085141e-01 -3.41649349e-02 -3.09473545e-01 -3.48908763e-03
-9.69683531e-02 7.55579584e-02 -2.77828389e-01 -1.93371841e-02
2.77646979e-01 -1.06332549e-01]
[ 3.60440211e-02 -1.53748823e-01 7.40810906e-02 1.25755893e-03
2.44812718e-02 -8.08127233e-02 -8.09250193e-02 -8.72125166e-02
-4.18051233e-02 1.52859325e-01]
[ -8.02070732e-02 1.35785608e-01 -4.70829802e-03 -1.61992808e-01
-1.90534691e-02 3.77699823e-02 5.65591973e-02 -9.58146226e-02
-2.32009252e-02 -1.27037119e-01]
[ -4.13516574e-02 1.77099060e-01 -3.43870454e-02 7.52493695e-02
4.88958034e-02 6.04519521e-02 -2.19830854e-01 -1.98049098e-02
-1.04997307e-01 -9.41085184e-02]
[ -1.55526240e-01 7.44339350e-03 6.26751934e-02 2.38845963e-02
-1.77575545e-01 -2.20528165e-01 -1.82166703e-01 -1.96911553e-01
8.88657078e-02 1.76541033e-01]
[ -2.01514844e-01 -7.63255025e-02 1.28425675e-01 2.82597443e-01
-1.88300747e-01 -8.88684849e-02 -1.78639885e-01 -2.56299031e-01
-2.00586070e-01 3.30817997e-02]
[ 1.09943852e-01 -2.98563320e-02 -1.99413911e-02 1.00634245e-01
4.09138698e-03 -7.40585038e-02 9.54580020e-02 4.12906020e-03
1.58081613e-02 1.42556355e-02]
[ 5.99829401e-03 -1.02159523e-01 -2.27974574e-01 1.07843238e-01
4.61625168e-02 1.14132539e-01 -1.39088333e-02 -1.46839429e-02
-1.26602619e-01 -4.91431067e-02]
[ -1.26335936e-01 -3.70348175e-02 -2.05162646e-01 1.52478153e-01
-7.77011982e-02 1.35212293e-01 2.13120836e-03 -2.50521589e-01
6.04183182e-02 -2.01121155e-01]
[ -8.28147109e-02 -5.80383842e-02 2.68245257e-01 8.81447265e-02
1.29551704e-01 -5.19888865e-02 -1.18922604e-01 1.25750533e-01
6.04574496e-02 2.13485667e-02]
[ 9.04924777e-02 1.38863735e-01 1.10569175e-01 1.44212974e-01
-1.63402149e-01 -5.31622700e-02 1.08913898e-01 1.15583863e-01
-1.38194970e-03 1.13614277e-02]
[ 3.00837384e-02 -6.06995299e-02 -2.73037735e-01 -1.59816141e-02
1.09786018e-01 -1.13462409e-01 8.06060870e-02 1.59091880e-01
1.25575213e-01 1.65359760e-02]
[ 5.72935899e-02 6.32993682e-02 -1.16726080e-01 4.57207272e-02
-1.43726534e-01 3.24872429e-01 1.98381324e-01 2.05395188e-01
-1.67799489e-01 -3.68260705e-02]
[ -8.28636018e-03 -5.81745032e-02 1.07089501e-01 9.02493199e-02
2.50417596e-02 1.26752382e-01 -1.97014587e-01 -3.15728944e-02
1.97182040e-01 6.56081195e-02]
[ 9.47287299e-02 4.70312174e-02 -5.96886522e-02 -1.20963836e-01
-6.40011793e-02 -3.18031544e-01 1.36383720e-01 1.26349411e-02
1.32363317e-01 6.84713168e-02]
[ -9.75421344e-02 2.42801912e-02 -1.42759018e-02 2.35141759e-02
1.20028370e-02 -2.02269886e-01 -9.25289745e-02 -1.95219173e-02
1.49019063e-02 1.31595252e-01]
[ -1.29984286e-01 -1.14116681e-02 -1.90380033e-01 1.57580452e-02
-3.09347996e-01 -1.01417590e-02 -6.00571808e-02 -2.19321824e-02
1.90290211e-02 8.65797128e-02]
[ 7.33961893e-02 2.43316956e-01 -1.36319839e-02 1.09184091e-02
3.68427597e-02 2.03226698e-01 1.94954051e-01 1.02409718e-01
-8.24343102e-02 -1.94761570e-01]
[ 1.06955175e-01 1.87246134e-02 4.31752090e-02 9.26845261e-02
7.31521129e-02 1.41545753e-02 8.77690942e-02 7.90327957e-02
1.45846900e-01 -1.66516926e-01]
[ 1.22266935e-01 -6.37136929e-02 2.47724980e-02 3.97744981e-02
1.45008715e-01 -5.65723600e-02 8.74520875e-02 3.47353644e-02
-2.57832318e-01 -2.39641869e-02]
[ -2.94889940e-02 -1.74336687e-01 7.18736787e-02 -1.84269285e-02
1.18938895e-01 -1.85216838e-01 1.55985614e-01 -9.63090562e-02
6.30561573e-02 2.97374228e-01]
[ -1.63843650e-01 -6.62068993e-03 1.27825980e-01 1.11464849e-01
3.69746546e-01 5.68258166e-02 -5.25262947e-03 3.42476120e-02
2.35658448e-02 6.55703768e-02]
[ -3.44687986e-02 1.96739760e-01 3.44172925e-01 -2.09190710e-02
-1.10855786e-01 -1.55332812e-01 1.49684658e-01 -6.97457400e-04
-9.53669176e-02 2.34716336e-01]
[ -4.02221476e-02 4.14171327e-02 -1.31743697e-01 1.58348475e-02
8.44070480e-02 -2.84523168e-01 -1.04609079e-01 1.63763996e-01
7.40518125e-02 2.06292553e-02]
[ 6.09992128e-02 8.06985463e-02 1.31623742e-01 -1.61026726e-01
1.86970500e-01 9.33454336e-02 3.20409033e-02 2.93992584e-01
2.53547721e-02 7.74724776e-02]
[ 1.99303537e-01 -1.14887404e-01 -1.74359575e-01 1.22913735e-01
-2.87919118e-01 -1.74291416e-01 7.41138822e-03 2.01675057e-01
2.45704671e-01 -3.01547412e-01]
[ 3.21458488e-02 9.90687092e-02 2.40793070e-01 2.31665275e-01
2.41974720e-02 -1.78240870e-01 -1.14079060e-01 -1.27121931e-01
-1.51518250e-01 -3.13057972e-01]
[ 5.69796297e-02 3.97897494e-02 -9.88808601e-02 -8.12482977e-03
9.76724603e-02 2.09135075e-02 -1.00528232e-01 -1.85918900e-01
6.89298220e-02 2.59895256e-01]
[ -9.80658994e-03 -8.22393932e-02 -6.98736112e-02 -6.53955350e-02
3.60489898e-02 -1.67704059e-01 1.20522872e-01 9.80517403e-03
2.66565385e-02 -4.51745821e-03]
[ -2.56048268e-03 -2.92726341e-02 2.28032857e-01 3.16629183e-02
-8.48897204e-02 -1.10670012e-01 2.18296780e-01 4.30458574e-02
-2.16978135e-01 6.39039869e-02]
[ 3.60722763e-02 -7.13898248e-02 9.10201437e-02 -4.27138663e-02
-8.17164099e-02 9.19164657e-02 1.77359257e-01 -2.70272287e-01
-5.47682147e-02 -1.39550186e-01]
[ -3.39144779e-02 1.54120451e-02 7.51942181e-02 -6.31918470e-02
7.10502252e-02 1.94159681e-01 1.67489608e-01 1.17611824e-01
-4.65725894e-02 1.48677552e-01]
[ 2.30807221e-01 7.43113635e-02 3.50796151e-02 9.49854973e-02
2.51321380e-03 -2.77498472e-02 -1.75434171e-01 1.46922527e-01
-4.37552504e-02 1.54253408e-03]
[ -5.14846984e-02 -2.76216773e-01 -3.64188571e-02 -8.69052922e-02
4.12987675e-03 -5.89655770e-02 6.05540628e-02 5.02806069e-02
2.94151142e-02 5.30618271e-02]
[ -1.97746891e-01 2.88961520e-02 -2.03859125e-02 1.00883336e-01
-1.29993394e-01 -1.52179051e-01 -8.60024533e-02 -4.74925390e-02
4.96364005e-02 -3.02789060e-02]
[ -3.10619441e-02 2.92436160e-02 -6.56946830e-02 1.40032157e-01
8.96628371e-02 7.07920644e-02 1.07141457e-01 1.76362131e-01
-9.17301596e-03 1.80764892e-01]
[ 1.71582357e-01 4.85446369e-02 1.89467180e-01 1.46165773e-02
4.13395897e-02 1.51960418e-01 6.86659626e-02 1.74825916e-01
1.45207649e-01 -7.84345913e-02]
[ -1.13852437e-01 1.02473087e-01 2.17827912e-01 -4.18221287e-02
1.63111392e-01 1.61372675e-01 3.02455183e-02 -1.02522440e-02
-7.57449017e-02 -1.61512283e-02]
[ -1.04019636e-01 -2.57866840e-02 2.13790871e-02 7.98143926e-02
-8.42712116e-03 1.22379446e-01 2.79495883e-01 2.11275527e-02
-2.85015036e-01 -1.06047841e-01]
[ -1.67137314e-01 1.32611331e-01 -6.27268421e-02 -2.74149978e-01
-6.42282667e-02 8.33929876e-02 -6.15135449e-02 9.80869729e-02
-1.58217699e-01 1.16767103e-01]
[ 1.12944043e-01 -6.63888356e-02 -6.74877268e-02 -2.23259950e-02
-1.12644224e-01 -4.42269690e-02 -1.49961280e-01 1.43262839e-01
-6.41656351e-02 -4.71181853e-02]
[ 1.53855583e-01 -1.14081471e-01 -1.37597742e-01 8.03946974e-04
1.27044668e-01 -6.09969094e-02 -7.25797857e-02 -1.45769348e-01
1.33018931e-01 -8.88062975e-02]
[ -1.38250225e-01 1.52937313e-01 2.45860678e-01 -5.19998063e-02
2.28227245e-01 1.07647282e-01 -1.52916919e-03 -2.94337842e-01
-1.46304032e-01 -8.22847042e-02]
[ -3.27880164e-01 2.14397414e-01 2.39163141e-02 5.84400368e-03
-4.24350495e-02 -1.85841552e-01 -1.69923884e-01 2.33407139e-01
-7.53242520e-02 1.34766286e-01]
[ 1.40131354e-01 1.26551824e-01 -2.45166641e-01 -1.08298171e-01
9.98222568e-02 -2.81108108e-01 -4.05156716e-03 -1.65281552e-01
-1.69312939e-02 -1.97926720e-01]
[ 2.23916324e-01 -7.57011455e-02 7.07773916e-02 -4.63192243e-03
-9.11499468e-02 -4.05158778e-02 -9.78365866e-02 -1.39378650e-01
1.19126225e-01 -1.45761638e-01]
[ -1.03855421e-01 4.14113551e-03 1.18946672e-01 1.15581119e-01
-6.94307025e-02 -1.08184431e-01 2.15664612e-01 -7.34888815e-02
1.87876178e-01 1.52813174e-03]
[ 2.07828847e-02 -8.48326609e-02 2.16101627e-01 -2.21838821e-01
4.34328774e-02 1.11166453e-01 -4.41948644e-02 -1.09694228e-01
3.21952750e-02 2.68966674e-01]]
[[ 0.10984141]
[ 0.42077164]
[ 0.14839678]
[ 0.11647156]
[-0.69635573]
[-0.13869682]
[-0.4870114 ]
[-0.11703346]
[ 0.03129179]
[ 0.29567931]]
Progress: 1.3% ... Training loss: 0.787 ... Validation loss: 1.305[[ 6.32266217e-02 1.10099839e-01 -1.90884147e-01 3.59035342e-03
-4.46698653e-01 2.04236163e-02 4.03715101e-02 1.59776356e-01
-1.65839197e-01 7.41236675e-02]
[ 2.31231050e-02 2.03008418e-01 -1.47620363e-02 4.91664269e-02
6.02816650e-02 -1.07427869e-02 2.68276762e-01 4.04339632e-02
1.45021741e-01 -1.36851747e-02]
[ 1.86506069e-01 3.61824427e-01 9.68233041e-04 1.59445442e-01
-1.25538748e-01 -4.99557898e-02 -5.59019213e-01 -6.56019256e-03
1.36567449e-01 3.71233736e-01]
[ -1.08411597e-02 -3.03346059e-01 -2.11333980e-01 -2.07141570e-02
2.83682503e-01 1.47086165e-01 1.69427354e-01 2.84166215e-02
-2.54587410e-03 5.94275252e-02]
[ -1.01672077e-02 2.21416055e-01 -1.58214533e-01 4.38115800e-02
8.16657989e-02 -1.70752902e-01 -3.10171847e-02 -1.14117825e-01
-2.09303524e-01 6.39909384e-02]
[ -3.58093361e-01 -2.54620093e-01 -2.88124229e-01 1.21413495e-01
1.68861740e-01 6.60933662e-02 -2.18267904e-02 -3.38688192e-02
-3.10153926e-02 2.63443790e-02]
[ 2.03964136e-04 -8.28055390e-02 1.18975246e-02 1.14632145e-01
-2.61035828e-01 -7.43938719e-02 1.11305307e-01 -1.84618827e-01
1.87743597e-01 6.90421192e-02]
[ 1.42816935e-01 -6.01735349e-02 4.96328755e-02 -3.22439719e-02
-3.03224705e-02 -6.43089454e-02 -1.49045907e-01 1.20399613e-01
8.42546686e-02 5.46221516e-02]
[ -1.62144473e-01 -3.43867127e-02 -3.09545837e-01 -3.55870238e-03
-9.66019656e-02 7.56476118e-02 -2.77497993e-01 -1.92699103e-02
2.77623620e-01 -1.06524185e-01]
[ 3.67039940e-02 -1.51448582e-01 7.49376327e-02 1.92558470e-03
2.18380942e-02 -8.16025883e-02 -8.29897715e-02 -8.79257538e-02
-4.16301838e-02 1.54373600e-01]
[ -8.01043771e-02 1.36055724e-01 -4.63669750e-03 -1.61929151e-01
-1.93012103e-02 3.76914365e-02 5.61944718e-02 -9.58992019e-02
-2.31832139e-02 -1.26853004e-01]
[ -4.14469892e-02 1.76579004e-01 -3.44918851e-02 7.51283549e-02
4.97115093e-02 6.05844715e-02 -2.19182103e-01 -1.96735099e-02
-1.05025198e-01 -9.44408108e-02]
[ -1.55526240e-01 7.44339350e-03 6.26751934e-02 2.38845963e-02
-1.77575545e-01 -2.20528165e-01 -1.82166703e-01 -1.96911553e-01
8.88657078e-02 1.76541033e-01]
[ -2.01720858e-01 -7.70727078e-02 1.28101224e-01 2.82332502e-01
-1.86703794e-01 -8.85554288e-02 -1.77689239e-01 -2.56042455e-01
-2.00654578e-01 3.24403871e-02]
[ 1.09905052e-01 -3.00761417e-02 -1.99897355e-02 1.00585948e-01
4.34806160e-03 -7.40116623e-02 9.56403756e-02 4.17685557e-03
1.57979816e-02 1.41091919e-02]
[ 6.06311724e-03 -1.01918624e-01 -2.27924456e-01 1.07894575e-01
4.59430256e-02 1.14066167e-01 -1.41336768e-02 -1.47430672e-02
-1.26591137e-01 -4.89884274e-02]
[ -1.26482564e-01 -3.75506714e-02 -2.05363252e-01 1.52318266e-01
-7.67081759e-02 1.35400947e-01 2.69112130e-03 -2.50372261e-01
6.03768229e-02 -2.01515396e-01]
[ -8.24691451e-02 -5.67103215e-02 2.68742755e-01 8.85194077e-02
1.27664902e-01 -5.24317538e-02 -1.20377652e-01 1.25376426e-01
6.05600478e-02 2.22552036e-02]
[ 9.09889648e-02 1.40390572e-01 1.11213548e-01 1.44733127e-01
-1.65739298e-01 -5.37583508e-02 1.07183082e-01 1.15036674e-01
-1.24243974e-03 1.26033525e-02]
[ 3.01184263e-02 -6.06167058e-02 -2.72988314e-01 -1.59524568e-02
1.09603321e-01 -1.13503765e-01 8.05793785e-02 1.59058269e-01
1.25579741e-01 1.65948756e-02]
[ 5.74924718e-02 6.38971405e-02 -1.16472671e-01 4.59186632e-02
-1.44735424e-01 3.24619068e-01 1.97781710e-01 2.05200587e-01
-1.67744456e-01 -3.63980761e-02]
[ -8.30647970e-03 -5.82257348e-02 1.07068260e-01 9.02319684e-02
2.53628111e-02 1.26774579e-01 -1.96781357e-01 -3.15554424e-02
1.97177727e-01 6.55560952e-02]
[ 9.48277774e-02 4.74309375e-02 -5.95475958e-02 -1.20856998e-01
-6.46379393e-02 -3.18145657e-01 1.36025688e-01 1.25311898e-02
1.32385736e-01 6.87246400e-02]
[ -9.76689040e-02 2.37855199e-02 -1.44474055e-02 2.33726244e-02
1.28005662e-02 -2.02106950e-01 -9.19836564e-02 -1.93844394e-02
1.48655111e-02 1.31239041e-01]
[ -1.30018111e-01 -1.15087106e-02 -1.90426457e-01 1.57206392e-02
-3.09116848e-01 -1.00971834e-02 -5.99143253e-02 -2.18948444e-02
1.90191016e-02 8.64926846e-02]
[ 7.31804160e-02 2.42547436e-01 -1.39332147e-02 1.06738976e-02
3.82644446e-02 2.03510896e-01 1.95900935e-01 1.02650449e-01
-8.25000454e-02 -1.95373380e-01]
[ 1.06782111e-01 1.81728132e-02 4.29327263e-02 9.24953290e-02
7.42240072e-02 1.43690729e-02 8.85064392e-02 7.92205266e-02
1.45796610e-01 -1.66990111e-01]
[ 1.21900045e-01 -6.50777389e-02 2.42816568e-02 3.93798267e-02
1.47326403e-01 -5.61141324e-02 8.90221058e-02 3.51193880e-02
-2.57935110e-01 -2.49116560e-02]
[ -2.98301247e-02 -1.75504943e-01 7.13870578e-02 -1.88183416e-02
1.21144728e-01 -1.84756876e-01 1.57435773e-01 -9.59320014e-02
6.29549490e-02 2.96391759e-01]
[ -1.64002914e-01 -7.24032793e-03 1.27586545e-01 1.11278868e-01
3.70821425e-01 5.70481716e-02 -4.55620193e-03 3.44322595e-02
2.35157471e-02 6.51065115e-02]
[ -3.46477467e-02 1.96071184e-01 3.43944413e-01 -2.11096039e-02
-1.09714297e-01 -1.55115315e-01 1.50475880e-01 -5.05226665e-04
-9.54180622e-02 2.34266964e-01]
[ -4.03610069e-02 4.08984653e-02 -1.31919394e-01 1.56851282e-02
8.52880363e-02 -2.84351417e-01 -1.04013182e-01 1.63913362e-01
7.40124693e-02 2.02602435e-02]
[ 6.10822582e-02 8.09889296e-02 1.31729507e-01 -1.60939565e-01
1.86485533e-01 9.32391348e-02 3.16839214e-02 2.93901746e-01
2.53784160e-02 7.76954335e-02]
[ 1.99775802e-01 -1.13262654e-01 -1.73747830e-01 1.23406571e-01
-2.90664426e-01 -1.74878540e-01 5.55564486e-03 2.01176696e-01
2.45837083e-01 -3.00349812e-01]
[ 3.23207519e-02 9.97516938e-02 2.41026720e-01 2.31850344e-01
2.32254119e-02 -1.78462025e-01 -1.14841356e-01 -1.27311840e-01
-1.51466790e-01 -3.12576338e-01]
[ 5.69687324e-02 3.97624130e-02 -9.88849026e-02 -8.12886062e-03
9.77030896e-02 2.09201821e-02 -1.00443718e-01 -1.85915067e-01
6.89281723e-02 2.59844814e-01]
[ -9.76776246e-03 -8.21049806e-02 -6.98292449e-02 -6.53593336e-02
3.58341545e-02 -1.67741965e-01 1.20384138e-01 9.76872814e-03
2.66633243e-02 -4.42115377e-03]
[ -2.34810435e-03 -2.84461811e-02 2.28320093e-01 3.18845770e-02
-8.61087862e-02 -1.10933070e-01 2.17324236e-01 4.28230955e-02
-2.16921087e-01 6.44794437e-02]
[ 3.62575534e-02 -7.06503135e-02 9.12641006e-02 -4.25099119e-02
-8.27392188e-02 9.16729395e-02 1.76592047e-01 -2.70474124e-01
-5.47143328e-02 -1.39081331e-01]
[ -3.38180054e-02 1.57901807e-02 7.53266903e-02 -6.30893341e-02
7.04844294e-02 1.94039744e-01 1.67107017e-01 1.17510153e-01
-4.65478019e-02 1.48925070e-01]
[ 2.30775449e-01 7.42056428e-02 3.50391791e-02 9.49503852e-02
2.72565091e-03 -2.77103261e-02 -1.75318395e-01 1.46956871e-01
-4.37643160e-02 1.45810347e-03]
[ -5.13435161e-02 -2.75690576e-01 -3.62337187e-02 -8.67555784e-02
3.42221019e-03 -5.91398317e-02 6.00836430e-02 5.01327049e-02
2.94539690e-02 5.34073684e-02]
[ -1.96913217e-01 3.13975599e-02 -1.92673623e-02 1.01752792e-01
-1.34341206e-01 -1.53174408e-01 -8.88492714e-02 -4.83728500e-02
4.98720842e-02 -2.82305826e-02]
[ -3.10469008e-02 2.93119896e-02 -6.56706207e-02 1.40051539e-01
8.95431373e-02 7.07689808e-02 1.07063597e-01 1.76343031e-01
-9.16769003e-03 1.80813127e-01]
[ 1.71702240e-01 4.89904746e-02 1.89632132e-01 1.47486518e-02
4.06623551e-02 1.51799750e-01 6.81352791e-02 1.74694589e-01
1.45242277e-01 -7.81125318e-02]
[ -1.13823579e-01 1.02568056e-01 2.17861162e-01 -4.17913792e-02
1.62963286e-01 1.61336131e-01 3.01338373e-02 -1.02834943e-02
-7.57364749e-02 -1.60717094e-02]
[ -1.04017129e-01 -2.57773856e-02 2.13806409e-02 7.98150661e-02
-8.43048918e-03 1.22377816e-01 2.79486074e-01 2.11263875e-02
-2.85015168e-01 -1.06042141e-01]
[ -1.67169444e-01 1.32446161e-01 -6.27660688e-02 -2.74189621e-01
-6.40011706e-02 8.34411127e-02 -6.13492071e-02 9.81261709e-02
-1.58228806e-01 1.16660426e-01]
[ 1.12855792e-01 -6.67025183e-02 -6.76025974e-02 -2.24219581e-02
-1.12075328e-01 -4.41151270e-02 -1.49611216e-01 1.43356142e-01
-6.41912484e-02 -4.73530575e-02]
[ 1.54334563e-01 -1.12204559e-01 -1.36929513e-01 1.32491391e-03
1.24218392e-01 -6.16047958e-02 -7.44544302e-02 -1.46312711e-01
1.33148983e-01 -8.75665069e-02]
[ -1.38069023e-01 1.53150836e-01 2.46103915e-01 -5.18276099e-02
2.27394514e-01 1.07468878e-01 -1.97563779e-03 -2.94525892e-01
-1.46254067e-01 -8.19098938e-02]
[ -3.27483319e-01 2.15714840e-01 2.44290162e-02 6.22449245e-03
-4.41923420e-02 -1.86304629e-01 -1.71163142e-01 2.33030076e-01
-7.52190265e-02 1.35671763e-01]
[ 1.39748575e-01 1.25178500e-01 -2.45675253e-01 -1.08725218e-01
1.02334573e-01 -2.80613781e-01 -2.40322254e-03 -1.64858375e-01
-1.70410842e-02 -1.98988579e-01]
[ 2.23825110e-01 -7.59778978e-02 7.06420440e-02 -4.73774002e-03
-9.04720505e-02 -4.04033890e-02 -9.74398141e-02 -1.39285778e-01
1.19101686e-01 -1.45976228e-01]
[ -1.03850126e-01 4.10400771e-03 1.18910706e-01 1.15567209e-01
-6.91874550e-02 -1.08175310e-01 2.15708774e-01 -7.34782439e-02
1.87870824e-01 1.50780782e-03]
[ 2.08618913e-02 -8.45030161e-02 2.16180687e-01 -2.21755030e-01
4.33405039e-02 1.11063992e-01 -4.45044989e-02 -1.09778855e-01
3.22144729e-02 2.69109468e-01]]
[[ 0.12730505]
[ 0.44373308]
[ 0.16416263]
[ 0.13309029]
[-0.70031262]
[-0.13164252]
[-0.49009573]
[-0.10259095]
[ 0.04755361]
[ 0.31521124]]
Progress: 1.4% ... Training loss: 0.771 ... Validation loss: 1.254[[ 6.45435487e-02 1.14399108e-01 -1.89220514e-01 4.87823627e-03
-4.51704935e-01 1.91783883e-02 3.60330478e-02 1.58746582e-01
-1.65361597e-01 7.69139524e-02]
[ 2.29822568e-02 2.02556727e-01 -1.49318352e-02 4.90266960e-02
6.10171400e-02 -1.06046367e-02 2.68794779e-01 4.05460075e-02
1.44973240e-01 -1.40057747e-02]
[ 1.89411044e-01 3.71046592e-01 4.85006530e-03 1.62583126e-01
-1.40138014e-01 -5.29874522e-02 -5.69185875e-01 -9.05905096e-03
1.37683384e-01 3.78161221e-01]
[ -1.32565722e-02 -3.10988592e-01 -2.14405859e-01 -2.32520653e-02
2.95256211e-01 1.49573064e-01 1.77889508e-01 3.04236367e-02
-3.46783345e-03 5.36154254e-02]
[ -9.33322507e-03 2.23950262e-01 -1.57127687e-01 4.46902896e-02
7.70632095e-02 -1.71643189e-01 -3.36826787e-02 -1.14796416e-01
-2.08968720e-01 6.59596960e-02]
[ -3.58736779e-01 -2.56731736e-01 -2.89023281e-01 1.20638014e-01
1.72908467e-01 6.68407657e-02 -1.93749739e-02 -3.32703067e-02
-3.12733923e-02 2.45738593e-02]
[ 6.95121296e-04 -8.11494248e-02 1.25212430e-02 1.15121883e-01
-2.63275274e-01 -7.48732199e-02 1.09420483e-01 -1.85023662e-01
1.87933368e-01 7.01509377e-02]
[ 1.43108858e-01 -5.94022307e-02 5.00336214e-02 -3.19453598e-02
-3.13648696e-02 -6.45950280e-02 -1.49680608e-01 1.20140299e-01
8.43717009e-02 5.51418444e-02]
[ -1.61911592e-01 -3.36165532e-02 -3.09236850e-01 -3.33060084e-03
-9.72398502e-02 7.54518863e-02 -2.78099709e-01 -1.94371160e-02
2.77695431e-01 -1.06043386e-01]
[ 3.82107599e-02 -1.46485637e-01 7.68279243e-02 3.41549329e-03
1.56006094e-02 -8.30393914e-02 -8.78769749e-02 -8.91182922e-02
-4.10738301e-02 1.57575218e-01]
[ -8.09526990e-02 1.33185182e-01 -5.73810240e-03 -1.62867748e-01
-1.44518642e-02 3.86077713e-02 5.93400173e-02 -9.51819240e-02
-2.35090196e-02 -1.28969912e-01]
[ -4.17328903e-02 1.75572536e-01 -3.48463729e-02 7.48180149e-02
5.12266452e-02 6.08911833e-02 -2.18109869e-01 -1.94310915e-02
-1.05135131e-01 -9.51867289e-02]
[ -1.55526240e-01 7.44339350e-03 6.26751934e-02 2.38845963e-02
-1.77575545e-01 -2.20528165e-01 -1.82166703e-01 -1.96911553e-01
8.88657078e-02 1.76541033e-01]
[ -2.01990467e-01 -7.79767308e-02 1.27699475e-01 2.81990508e-01
-1.84915049e-01 -8.82326317e-02 -1.76590727e-01 -2.55775391e-01
-2.00764010e-01 3.16513303e-02]
[ 1.09624989e-01 -3.10023937e-02 -2.03430664e-02 1.00280761e-01
5.90980236e-03 -7.37075940e-02 9.65931505e-02 4.41079104e-03
1.56941396e-02 1.34079137e-02]
[ 6.03533711e-03 -1.02002727e-01 -2.27971063e-01 1.07843395e-01
4.62406240e-02 1.14108884e-01 -1.39865450e-02 -1.47064805e-02
-1.26607333e-01 -4.90813240e-02]
[ -1.26563987e-01 -3.78303456e-02 -2.05461733e-01 1.52233201e-01
-7.62776098e-02 1.35484914e-01 2.99856236e-03 -2.50314298e-01
6.03460594e-02 -2.01706182e-01]
[ -8.19950800e-02 -5.50682809e-02 2.69330716e-01 8.90030168e-02
1.25136292e-01 -5.28892917e-02 -1.22187298e-01 1.25000413e-01
6.07398163e-02 2.33832258e-02]
[ 9.12721676e-02 1.41241621e-01 1.11604727e-01 1.45023048e-01
-1.66685245e-01 -5.40548930e-02 1.06256730e-01 1.14785804e-01
-1.12814959e-03 1.31988177e-02]
[ 3.01576440e-02 -6.05487008e-02 -2.72954170e-01 -1.59187739e-02
1.09279432e-01 -1.13523798e-01 8.04327563e-02 1.59023581e-01
1.25593297e-01 1.66064719e-02]
[ 5.76243728e-02 6.42239774e-02 -1.16299789e-01 4.60522825e-02
-1.45061141e-01 3.24478419e-01 1.97471814e-01 2.05091871e-01
-1.67693549e-01 -3.61437744e-02]
[ -8.10492122e-03 -5.74696908e-02 1.07333589e-01 9.04466755e-02
2.44687615e-02 1.26561410e-01 -1.97346445e-01 -3.17163026e-02
1.97252297e-01 6.60680139e-02]
[ 9.51385974e-02 4.84569029e-02 -5.91478430e-02 -1.20534484e-01
-6.58776636e-02 -3.18430432e-01 1.35020824e-01 1.22827468e-02
1.32492172e-01 6.93848961e-02]
[ -9.79475316e-02 2.28011868e-02 -1.47912895e-02 2.30644209e-02
1.43485047e-02 -2.01807008e-01 -9.08642745e-02 -1.91457370e-02
1.47586806e-02 1.30531302e-01]
[ -1.30148830e-01 -1.19143308e-02 -1.90599257e-01 1.55751874e-02
-3.08358504e-01 -9.95172668e-03 -5.94465244e-02 -2.17823470e-02
1.89672529e-02 8.61516718e-02]
[ 7.30824644e-02 2.42177905e-01 -1.40630391e-02 1.05616222e-02
3.88441139e-02 2.03621584e-01 1.96287029e-01 1.02737017e-01
-8.25374726e-02 -1.95629842e-01]
[ 1.06589622e-01 1.75124194e-02 4.26771332e-02 9.22823360e-02
7.52789348e-02 1.45794825e-02 8.92127770e-02 7.93726138e-02
1.45722935e-01 -1.67471058e-01]
[ 1.21390749e-01 -6.69147567e-02 2.35819835e-02 3.87958709e-02
1.50298547e-01 -5.55513687e-02 9.09355914e-02 3.55590303e-02
-2.58139784e-01 -2.62484487e-02]
[ -3.01584971e-02 -1.76658559e-01 7.09417959e-02 -1.91897747e-02
1.23022217e-01 -1.84397667e-01 1.58744551e-01 -9.56465055e-02
6.28258212e-02 2.95536374e-01]
[ -1.64089247e-01 -7.57265699e-03 1.27471692e-01 1.11175686e-01
3.71305844e-01 5.71499485e-02 -4.21016399e-03 3.45102771e-02
2.34808856e-02 6.48677746e-02]
[ -3.48837290e-02 1.95272091e-01 3.43649806e-01 -2.13595115e-02
-1.08417481e-01 -1.54870257e-01 1.51360552e-01 -3.14963075e-04
-9.55056759e-02 2.33714703e-01]
[ -4.06487041e-02 3.99520060e-02 -1.32287609e-01 1.53728219e-02
8.69047468e-02 -2.84046908e-01 -1.02941773e-01 1.64153584e-01
7.39058658e-02 1.95463017e-02]
[ 6.09826695e-02 8.07456430e-02 1.31594715e-01 -1.61051007e-01
1.87071199e-01 9.33505141e-02 3.20277543e-02 2.93988771e-01
2.53405533e-02 7.74334548e-02]
[ 1.99908762e-01 -1.12779131e-01 -1.73572560e-01 1.23545942e-01
-2.91232107e-01 -1.75020988e-01 5.11321884e-03 2.01076159e-01
2.45886409e-01 -3.00000928e-01]
[ 3.23662372e-02 9.99171201e-02 2.41094051e-01 2.31903926e-01
2.29867837e-02 -1.78513368e-01 -1.15016273e-01 -1.27353144e-01
-1.51447823e-01 -3.12443464e-01]
[ 5.70287190e-02 3.99650586e-02 -9.88179970e-02 -8.07125012e-03
9.74021111e-02 2.08613823e-02 -1.00664165e-01 -1.85957009e-01
6.89492801e-02 2.59924054e-01]
[ -9.60871348e-03 -8.15272847e-02 -6.96032512e-02 -6.51774199e-02
3.49914596e-02 -1.67910627e-01 1.19840955e-01 9.62745449e-03
2.67273709e-02 -4.04124635e-03]
[ -2.15087598e-03 -2.77633097e-02 2.28570774e-01 3.20845581e-02
-8.69934933e-02 -1.11130125e-01 2.16564176e-01 4.26618914e-02
-2.16845514e-01 6.49291483e-02]
[ 3.63071838e-02 -7.05112438e-02 9.13142264e-02 -4.24741012e-02
-8.29728575e-02 9.16297967e-02 1.76402258e-01 -2.70492787e-01
-5.46949913e-02 -1.38993597e-01]
[ -3.39207567e-02 1.54585320e-02 7.52124174e-02 -6.31948801e-02
7.09973865e-02 1.94144368e-01 1.67428834e-01 1.17592174e-01
-4.65835849e-02 1.48703082e-01]
[ 2.30845089e-01 7.44688645e-02 3.51325677e-02 9.50224338e-02
2.27718908e-03 -2.77842324e-02 -1.75539870e-01 1.46897608e-01
-4.37378201e-02 1.62777381e-03]
[ -5.10388677e-02 -2.74627383e-01 -3.58558859e-02 -8.64346524e-02
1.84897210e-03 -5.94473910e-02 5.89888418e-02 4.98862869e-02
2.95656723e-02 5.40974991e-02]
[ -1.96205044e-01 3.35449902e-02 -1.83562755e-02 1.02469836e-01
-1.37244786e-01 -1.53842868e-01 -9.11046216e-02 -4.89482569e-02
5.01289376e-02 -2.66189292e-02]
[ -3.05646375e-02 3.09288080e-02 -6.50366900e-02 1.40560118e-01
8.71381020e-02 7.02603841e-02 1.05304150e-01 1.75932625e-01
-8.97820287e-03 1.81950125e-01]
[ 1.72047987e-01 5.02331989e-02 1.90097371e-01 1.51343237e-02
3.87894240e-02 1.51424236e-01 6.68383036e-02 1.74407842e-01
1.45374262e-01 -7.72840234e-02]
[ -1.13712996e-01 1.02954369e-01 2.17986679e-01 -4.16825238e-02
1.62393120e-01 1.61226761e-01 2.97459599e-02 -1.03684808e-02
-7.56972135e-02 -1.58286612e-02]
[ -1.04114806e-01 -2.61157552e-02 2.12551161e-02 7.97178109e-02
-7.93431816e-03 1.22480284e-01 2.79855643e-01 2.12005369e-02
-2.85051844e-01 -1.06272193e-01]
[ -1.67329032e-01 1.31881845e-01 -6.29710953e-02 -2.74365656e-01
-6.30463972e-02 8.36205078e-02 -6.06857657e-02 9.82664626e-02
-1.58291262e-01 1.16230686e-01]
[ 1.12760666e-01 -6.70114548e-02 -6.77238581e-02 -2.25260488e-02
-1.11538334e-01 -4.40163070e-02 -1.49249366e-01 1.43435669e-01
-6.42280195e-02 -4.75943341e-02]
[ 1.54506703e-01 -1.11457966e-01 -1.36653526e-01 1.51612882e-03
1.23417212e-01 -6.17843680e-02 -7.49778067e-02 -1.46465517e-01
1.33215870e-01 -8.71238280e-02]
[ -1.38001539e-01 1.53378283e-01 2.46168532e-01 -5.17686730e-02
2.27033941e-01 1.07407687e-01 -2.23396454e-03 -2.94567788e-01
-1.46232365e-01 -8.17753786e-02]
[ -3.27692775e-01 2.14839415e-01 2.40974335e-02 5.94370888e-03
-4.26932085e-02 -1.86042271e-01 -1.70208659e-01 2.33241782e-01
-7.53044569e-02 1.35049036e-01]
[ 1.39796113e-01 1.25376562e-01 -2.45594213e-01 -1.08685487e-01
1.02032853e-01 -2.80630064e-01 -2.50723964e-03 -1.64896698e-01
-1.70237363e-02 -1.98929049e-01]
[ 2.23452691e-01 -7.74094072e-02 7.01464236e-02 -5.17863885e-03
-8.79721858e-02 -3.99923397e-02 -9.60966514e-02 -1.38967291e-01
1.18959288e-01 -1.46969550e-01]
[ -1.03443765e-01 5.31758326e-03 1.19417944e-01 1.15950824e-01
-7.02298107e-02 -1.08532717e-01 2.14554906e-01 -7.38035279e-02
1.88010421e-01 2.33023796e-03]
[ 2.11227877e-02 -8.34958244e-02 2.16513407e-01 -2.21465874e-01
4.19743313e-02 1.10791281e-01 -4.54319815e-02 -1.09983582e-01
3.23173831e-02 2.69605153e-01]]
[[ 0.14026076]
[ 0.46208638]
[ 0.17339224]
[ 0.14340368]
[-0.70978322]
[-0.13322592]
[-0.50171178]
[-0.09737307]
[ 0.05723774]
[ 0.33106288]]
Progress: 1.4% ... Training loss: 0.761 ... Validation loss: 1.226[[ 6.52048758e-02 1.16222135e-01 -1.88362175e-01 5.56969495e-03
-4.53957695e-01 1.85914767e-02 3.43336767e-02 1.58271160e-01
-1.65082284e-01 7.83419617e-02]
[ 2.28616006e-02 2.02063242e-01 -1.51146240e-02 4.88727295e-02
6.17598379e-02 -1.04624997e-02 2.69218666e-01 4.06445975e-02
1.44914552e-01 -1.42961769e-02]
[ 1.91480899e-01 3.77133565e-01 7.53923514e-03 1.64814139e-01
-1.50009234e-01 -5.49711725e-02 -5.75115568e-01 -1.05834842e-02
1.38549272e-01 3.82757339e-01]
[ -1.49681439e-02 -3.15870934e-01 -2.16541229e-01 -2.49982305e-02
3.02576625e-01 1.51143097e-01 1.83160729e-01 3.16298403e-02
-4.19199387e-03 4.98910888e-02]
[ -8.68701994e-03 2.25429931e-01 -1.56241616e-01 4.53391700e-02
7.40546380e-02 -1.72221947e-01 -3.57290664e-02 -1.15280129e-01
-2.08655221e-01 6.72122272e-02]
[ -3.59152957e-01 -2.58118290e-01 -2.89596106e-01 1.20130573e-01
1.75464983e-01 6.73221372e-02 -1.79876996e-02 -3.29382906e-02
-3.14614193e-02 2.35284772e-02]
[ 7.79156616e-04 -8.11083849e-02 1.26576990e-02 1.15189899e-01
-2.63358231e-01 -7.49150406e-02 1.09376079e-01 -1.85097463e-01
1.87968445e-01 7.01446807e-02]
[ 1.43004393e-01 -5.99212237e-02 4.98709020e-02 -3.20591495e-02
-3.01111600e-02 -6.44662083e-02 -1.48800028e-01 1.20223743e-01
8.43209447e-02 5.48387203e-02]
[ -1.61695011e-01 -3.29058033e-02 -3.08954724e-01 -3.09684482e-03
-9.83168206e-02 7.52499970e-02 -2.78894274e-01 -1.95920917e-02
2.77774911e-01 -1.05529542e-01]
[ 3.84120876e-02 -1.46140693e-01 7.70924896e-02 3.57263501e-03
1.57575956e-02 -8.31496150e-02 -8.79429440e-02 -8.92456673e-02
-4.10075355e-02 1.57712045e-01]
[ -8.11074530e-02 1.32554076e-01 -5.98850462e-03 -1.63068661e-01
-1.33210095e-02 3.88253902e-02 5.99099364e-02 -9.50564455e-02
-2.35906778e-02 -1.29319787e-01]
[ -4.19994907e-02 1.74704941e-01 -3.51774978e-02 7.45423263e-02
5.25891020e-02 6.11502691e-02 -2.17184934e-01 -1.92425120e-02
-1.05243994e-01 -9.58146012e-02]
[ -1.55526240e-01 7.44339350e-03 6.26751934e-02 2.38845963e-02
-1.77575545e-01 -2.20528165e-01 -1.82166703e-01 -1.96911553e-01
8.88657078e-02 1.76541033e-01]
[ -2.02340431e-01 -7.92196082e-02 1.27196165e-01 2.81562618e-01
-1.82786115e-01 -8.78381411e-02 -1.75327961e-01 -2.55491680e-01
-2.00926713e-01 3.07840267e-02]
[ 1.09737752e-01 -3.05707716e-02 -2.01733511e-02 1.00403220e-01
5.35914309e-03 -7.38072837e-02 9.60821522e-02 4.32274784e-03
1.57466746e-02 1.36629432e-02]
[ 5.80962995e-03 -1.02771097e-01 -2.28259587e-01 1.07597500e-01
4.73533041e-02 1.14324621e-01 -1.32099484e-02 -1.45402000e-02
-1.26699179e-01 -4.96163670e-02]
[ -1.26625927e-01 -3.79948912e-02 -2.05536026e-01 1.52169583e-01
-7.58016228e-02 1.35551435e-01 3.17648164e-03 -2.50272552e-01
6.03222341e-02 -2.01843136e-01]
[ -8.15227524e-02 -5.37575050e-02 2.69927745e-01 8.94605317e-02
1.23013184e-01 -5.32978224e-02 -1.23561684e-01 1.24661231e-01
6.09261587e-02 2.42577564e-02]
[ 9.09571205e-02 1.40202012e-01 1.11227456e-01 1.44708522e-01
-1.65152322e-01 -5.37515691e-02 1.07367435e-01 1.15002713e-01
-1.25444471e-03 1.25113169e-02]
[ 3.03744504e-02 -5.99326881e-02 -2.72679005e-01 -1.56785145e-02
1.08565346e-01 -1.13726117e-01 7.99877938e-02 1.58861985e-01
1.25678742e-01 1.71283830e-02]
[ 5.74029092e-02 6.34388638e-02 -1.16589486e-01 4.58034153e-02
-1.43776533e-01 3.24709122e-01 1.98346057e-01 2.05259564e-01
-1.67793644e-01 -3.66926012e-02]
[ -8.00738567e-03 -5.72069944e-02 1.07433189e-01 9.05480403e-02
2.41945037e-02 1.26472923e-01 -1.97546135e-01 -3.17799761e-02
1.97291370e-01 6.62240148e-02]
[ 9.52127308e-02 4.87497090e-02 -5.90513749e-02 -1.20452124e-01
-6.62591841e-02 -3.18497933e-01 1.34709741e-01 1.22285996e-02
1.32521886e-01 6.95684794e-02]
[ -9.79712993e-02 2.27272815e-02 -1.48200498e-02 2.30401528e-02
1.44689120e-02 -2.01785179e-01 -9.07802420e-02 -1.91294762e-02
1.47492601e-02 1.30475202e-01]
[ -1.30144534e-01 -1.19075817e-02 -1.90592339e-01 1.55768322e-02
-3.08320114e-01 -9.95132358e-03 -5.94627813e-02 -2.17816235e-02
1.89641018e-02 8.61514256e-02]
[ 7.25650700e-02 2.40449841e-01 -1.47143316e-02 9.99978884e-03
4.15360605e-02 2.04138750e-01 1.98161579e-01 1.03112634e-01
-8.27505071e-02 -1.96886005e-01]
[ 1.06171341e-01 1.60563509e-02 4.21311005e-02 9.18242462e-02
7.74200409e-02 1.49991321e-02 9.07138379e-02 7.96769240e-02
1.45553401e-01 -1.68490437e-01]
[ 1.21030793e-01 -6.80755387e-02 2.31314033e-02 3.84129051e-02
1.52179743e-01 -5.52066466e-02 9.21489203e-02 3.58174620e-02
-2.58287743e-01 -2.70998714e-02]
[ -3.05206345e-02 -1.77827186e-01 7.04789588e-02 -1.95752540e-02
1.24881765e-01 -1.84037917e-01 1.60084675e-01 -9.53851001e-02
6.26742205e-02 2.94756821e-01]
[ -1.64246131e-01 -8.08111005e-03 1.27281279e-01 1.11014583e-01
3.72089886e-01 5.72996040e-02 -3.68033204e-03 3.46185020e-02
2.34196045e-02 6.45337862e-02]
[ -3.51820143e-02 1.94302161e-01 3.43258350e-01 -2.16849145e-02
-1.06925428e-01 -1.54575528e-01 1.52350344e-01 -9.92633326e-05
-9.56303765e-02 2.32974181e-01]
[ -4.08759833e-02 3.92130183e-02 -1.32583650e-01 1.51237203e-02
8.81110550e-02 -2.83820724e-01 -1.02130364e-01 1.64321065e-01
7.38074483e-02 1.89933905e-02]
[ 6.09337896e-02 8.05510190e-02 1.31522807e-01 -1.61111876e-01
1.87367293e-01 9.34081693e-02 3.22121990e-02 2.94026737e-01
2.53140562e-02 7.73152938e-02]
[ 2.00737019e-01 -1.09979241e-01 -1.72530465e-01 1.24441689e-01
-2.95257912e-01 -1.75828070e-01 2.12392757e-03 2.00479262e-01
2.46214248e-01 -2.97991381e-01]
[ 3.23645413e-02 9.99231716e-02 2.41092646e-01 2.31905040e-01
2.29916160e-02 -1.78521557e-01 -1.15045254e-01 -1.27354506e-01
-1.51448815e-01 -3.12450021e-01]
[ 5.70830097e-02 4.01549991e-02 -9.87503140e-02 -8.01337593e-03
9.71686446e-02 2.08079576e-02 -1.00814339e-01 -1.85995573e-01
6.89720206e-02 2.59999112e-01]
[ -9.63327666e-03 -8.16128156e-02 -6.96372202e-02 -6.52117345e-02
3.53144621e-02 -1.67875553e-01 1.19916785e-01 9.65581840e-03
2.67146836e-02 -4.10528328e-03]
[ -2.05788217e-03 -2.74671612e-02 2.28686983e-01 3.21842138e-02
-8.74813677e-02 -1.11221684e-01 2.16267592e-01 4.25941318e-02
-2.16806820e-01 6.51506519e-02]
[ 3.65175384e-02 -6.98105627e-02 9.15682127e-02 -4.22476478e-02
-8.38221003e-02 9.14166296e-02 1.75731498e-01 -2.70642648e-01
-5.46081947e-02 -1.38535343e-01]
[ -3.39559294e-02 1.53273054e-02 7.51577410e-02 -6.32401107e-02
7.12554580e-02 1.94183750e-01 1.67553494e-01 1.17620363e-01
-4.65994969e-02 1.48604672e-01]
[ 2.30801751e-01 7.42183933e-02 3.50679068e-02 9.49649548e-02
2.56025588e-03 -2.77186424e-02 -1.75346515e-01 1.46934370e-01
-4.37591526e-02 1.52020047e-03]
[ -5.09570729e-02 -2.74319285e-01 -3.57418649e-02 -8.63411253e-02
1.52754042e-03 -5.95348991e-02 5.87454518e-02 4.98236483e-02
2.96028171e-02 5.42948824e-02]
[ -1.95350374e-01 3.62251389e-02 -1.72550669e-02 1.03378028e-01
-1.41331267e-01 -1.54628851e-01 -9.38425775e-02 -4.95679896e-02
5.04802757e-02 -2.46129636e-02]
[ -3.01999605e-02 3.18603444e-02 -6.45808673e-02 1.40904249e-01
8.54027128e-02 6.99491177e-02 1.04244160e-01 1.75678777e-01
-8.83370044e-03 1.82589292e-01]
[ 1.72117572e-01 5.04451988e-02 1.90180049e-01 1.52045175e-02
3.84462802e-02 1.51358132e-01 6.65899961e-02 1.74358967e-01
1.45401530e-01 -7.71240143e-02]
[ -1.13729055e-01 1.02861349e-01 2.17971653e-01 -4.16935292e-02
1.62524479e-01 1.61244992e-01 2.98464182e-02 -1.03578167e-02
-7.57023107e-02 -1.58722511e-02]
[ -1.04158288e-01 -2.62563545e-02 2.12075284e-02 7.96694639e-02
-7.68681997e-03 1.22525857e-01 2.80002244e-01 2.12326321e-02
-2.85069582e-01 -1.06371535e-01]
[ -1.67408739e-01 1.31630077e-01 -6.30675059e-02 -2.74446815e-01
-6.26609704e-02 8.36972641e-02 -6.04025587e-02 9.83225123e-02
-1.58324120e-01 1.16043647e-01]
[ 1.12617131e-01 -6.74115533e-02 -6.79002277e-02 -2.26800170e-02
-1.10790753e-01 -4.38756606e-02 -1.48763698e-01 1.43540629e-01
-6.42889281e-02 -4.79434919e-02]
[ 1.54337211e-01 -1.12023933e-01 -1.36836290e-01 1.34731328e-03
1.24414996e-01 -6.16284785e-02 -7.43138677e-02 -1.46360378e-01
1.33151468e-01 -8.75245345e-02]
[ -1.38171074e-01 1.52695263e-01 2.45935500e-01 -5.19714354e-02
2.28242028e-01 1.07613019e-01 -1.43782718e-03 -2.94440273e-01
-1.46316545e-01 -8.21854979e-02]
[ -3.27495067e-01 2.15203748e-01 2.43429418e-02 6.10345410e-03
-4.35608636e-02 -1.86173452e-01 -1.70585570e-01 2.33104553e-01
-7.52258972e-02 1.35237614e-01]
[ 1.39886313e-01 1.25543477e-01 -2.45466540e-01 -1.08597844e-01
1.01683150e-01 -2.80709839e-01 -2.76611795e-03 -1.64959094e-01
-1.69964993e-02 -1.98759991e-01]
[ 2.23151668e-01 -7.84516203e-02 6.97177874e-02 -5.51286610e-03
-8.61941237e-02 -3.96739310e-02 -9.50520189e-02 -1.38738989e-01
1.18832383e-01 -1.47671895e-01]
[ -1.03485793e-01 5.28537556e-03 1.19366613e-01 1.15905729e-01
-6.98633538e-02 -1.08472753e-01 2.14613335e-01 -7.37652342e-02
1.87981298e-01 2.25304604e-03]
[ 2.12969307e-02 -8.28574210e-02 2.16719027e-01 -2.21281822e-01
4.14915977e-02 1.10629124e-01 -4.59304432e-02 -1.10096523e-01
3.23919702e-02 2.69996960e-01]]
[[ 0.13961317]
[ 0.46718414]
[ 0.1693478 ]
[ 0.14227739]
[-0.72441542]
[-0.14336016]
[-0.51802506]
[-0.09996451]
[ 0.05795087]
[ 0.33261457]]
Progress: 1.4% ... Training loss: 0.754 ... Validation loss: 1.232[[ 6.59452705e-02 1.18356757e-01 -1.87391958e-01 6.31490485e-03
-4.56131908e-01 1.78794525e-02 3.21207019e-02 1.57721721e-01
-1.64763897e-01 7.98890240e-02]
[ 2.28217467e-02 2.01955500e-01 -1.51606780e-02 4.88299181e-02
6.19390255e-02 -1.04200963e-02 2.69356893e-01 4.06732228e-02
1.44898873e-01 -1.43889793e-02]
[ 1.92594880e-01 3.79794538e-01 8.89277831e-03 1.65954437e-01
-1.54272262e-01 -5.60828262e-02 -5.78200664e-01 -1.13888657e-02
1.39025096e-01 3.85273189e-01]
[ -1.82642938e-02 -3.25738945e-01 -2.20568535e-01 -2.83896984e-02
3.17483953e-01 1.54462216e-01 1.94388849e-01 3.40135919e-02
-5.57175863e-03 4.23216249e-02]
[ -8.37138399e-03 2.25842535e-01 -1.55739280e-01 4.56885322e-02
7.25428365e-02 -1.72518851e-01 -3.67471260e-02 -1.15546005e-01
-2.08488390e-01 6.80773281e-02]
[ -3.59405445e-01 -2.58736051e-01 -2.89853512e-01 1.19845326e-01
1.77053684e-01 6.76190343e-02 -1.70829568e-02 -3.27561276e-02
-3.15636288e-02 2.28479821e-02]
[ 1.15186687e-03 -8.02460120e-02 1.30998466e-02 1.15517029e-01
-2.64099947e-01 -7.52347109e-02 1.08253117e-01 -1.85345672e-01
1.88118024e-01 7.09911055e-02]
[ 1.42594891e-01 -6.13719205e-02 4.93507712e-02 -3.24964995e-02
-2.75459521e-02 -6.40317741e-02 -1.46988594e-01 1.20530079e-01
8.41469265e-02 5.37453494e-02]
[ -1.61954198e-01 -3.36763313e-02 -3.09254893e-01 -3.36139599e-03
-9.69245431e-02 7.55081650e-02 -2.77871639e-01 -1.94041177e-02
2.77665922e-01 -1.06153745e-01]
[ 3.87435455e-02 -1.45247507e-01 7.74840307e-02 3.83214515e-03
1.59771306e-02 -8.34204949e-02 -8.85227326e-02 -8.94663239e-02
-4.08773339e-02 1.58222466e-01]
[ -8.14050013e-02 1.31549246e-01 -6.33247868e-03 -1.63376258e-01
-1.16179860e-02 3.91492839e-02 6.10325089e-02 -9.48354175e-02
-2.37131844e-02 -1.29984603e-01]
[ -4.25818667e-02 1.72839972e-01 -3.58606231e-02 7.39303954e-02
5.54710147e-02 6.17670843e-02 -2.15111870e-01 -1.88146205e-02
-1.05487327e-01 -9.72118497e-02]
[ -1.55526240e-01 7.44339350e-03 6.26751934e-02 2.38845963e-02
-1.77575545e-01 -2.20528165e-01 -1.82166703e-01 -1.96911553e-01
8.88657078e-02 1.76541033e-01]
[ -2.02307976e-01 -7.90034981e-02 1.27262452e-01 2.81583796e-01
-1.82731472e-01 -8.78404497e-02 -1.75418449e-01 -2.55515686e-01
-2.00916913e-01 3.07897117e-02]
[ 1.09552237e-01 -3.11695622e-02 -2.03968271e-02 1.00202885e-01
6.31385882e-03 -7.36160974e-02 9.67115234e-02 4.45773821e-03
1.56716556e-02 1.32107467e-02]
[ 5.86960814e-03 -1.02508132e-01 -2.28157096e-01 1.07659824e-01
4.71232514e-02 1.14262708e-01 -1.34511723e-02 -1.45864587e-02
-1.26667618e-01 -4.94461549e-02]
[ -1.26196192e-01 -3.68420169e-02 -2.05020785e-01 1.52581463e-01
-7.73162122e-02 1.35153505e-01 1.69352472e-03 -2.50563365e-01
6.04989522e-02 -2.00849610e-01]
[ -8.18370277e-02 -5.47820183e-02 2.69541097e-01 8.91419456e-02
1.24623277e-01 -5.29809192e-02 -1.22435281e-01 1.24887447e-01
6.07946870e-02 2.35984715e-02]
[ 9.10438471e-02 1.40394171e-01 1.11325250e-01 1.44771063e-01
-1.65251735e-01 -5.38138196e-02 1.07160731e-01 1.14942578e-01
-1.22380517e-03 1.26265187e-02]
[ 3.02395638e-02 -6.04138651e-02 -2.72842364e-01 -1.58214652e-02
1.09353482e-01 -1.13583733e-01 8.05598779e-02 1.58961987e-01
1.25623439e-01 1.67378303e-02]
[ 5.73103424e-02 6.29723064e-02 -1.16720912e-01 4.56953888e-02
-1.42809600e-01 3.24812363e-01 1.99002290e-01 2.05334666e-01
-1.67835046e-01 -3.70000286e-02]
[ -7.95772003e-03 -5.70012047e-02 1.07495710e-01 9.05965294e-02
2.39518029e-02 1.26421857e-01 -1.97673544e-01 -3.18171475e-02
1.97308525e-01 6.63608683e-02]
[ 9.49536004e-02 4.78892250e-02 -5.93570941e-02 -1.20713691e-01
-6.49101060e-02 -3.18240922e-01 1.35665283e-01 1.24146429e-02
1.32419623e-01 6.89475450e-02]
[ -9.80028874e-02 2.27001817e-02 -1.48663929e-02 2.30051827e-02
1.46347623e-02 -2.01750992e-01 -9.06435568e-02 -1.91038383e-02
1.47338736e-02 1.30393497e-01]
[ -1.30333598e-01 -1.24554692e-02 -1.90815260e-01 1.53768387e-02
-3.07318335e-01 -9.75093880e-03 -5.87744702e-02 -2.16429676e-02
1.88834357e-02 8.56904042e-02]
[ 7.24183626e-02 2.39983230e-01 -1.48892405e-02 9.85068847e-03
4.22782163e-02 2.04284298e-01 1.98683726e-01 1.03218293e-01
-8.28116423e-02 -1.97218874e-01]
[ 1.05896257e-01 1.51138446e-02 4.17750573e-02 9.15260913e-02
7.89507319e-02 1.52954797e-02 9.17522893e-02 7.98805235e-02
1.45438883e-01 -1.69172401e-01]
[ 1.20534758e-01 -6.97584066e-02 2.25299982e-02 3.78908428e-02
1.54796048e-01 -5.46855195e-02 9.39636505e-02 3.61836278e-02
-2.58495262e-01 -2.82736838e-02]
[ -3.11159822e-02 -1.79681523e-01 6.97496034e-02 -2.01908185e-02
1.27882011e-01 -1.83427921e-01 1.62299329e-01 -9.49674223e-02
6.24271540e-02 2.93407485e-01]
[ -1.64549025e-01 -9.05946330e-03 1.26937331e-01 1.10707433e-01
3.73525261e-01 5.76140852e-02 -2.57184206e-03 3.48261366e-02
2.32940445e-02 6.38233916e-02]
[ -3.54770081e-02 1.93405605e-01 3.42898975e-01 -2.19942141e-02
-1.05364731e-01 -1.54268274e-01 1.53416348e-01 1.17797692e-04
-9.57560701e-02 2.32262343e-01]
[ -4.10589450e-02 3.86293296e-02 -1.32809342e-01 1.49270128e-02
8.91002273e-02 -2.83631029e-01 -1.01457947e-01 1.64459853e-01
7.37305827e-02 1.85392637e-02]
[ 6.09501778e-02 8.06025589e-02 1.31540396e-01 -1.61096141e-01
1.87292299e-01 9.33912957e-02 3.21514844e-02 2.94014956e-01
2.53206398e-02 7.73540733e-02]
[ 2.01095990e-01 -1.08711520e-01 -1.72080060e-01 1.24823353e-01
-2.96999441e-01 -1.76215089e-01 7.51062358e-04 2.00212083e-01
2.46364342e-01 -2.97160719e-01]
[ 3.25199275e-02 1.00436625e-01 2.41283261e-01 2.32067767e-01
2.21590607e-02 -1.78687511e-01 -1.15638154e-01 -1.27469894e-01
-1.51382829e-01 -3.12072056e-01]
[ 5.69261069e-02 3.96485679e-02 -9.89292672e-02 -8.17677690e-03
9.79877430e-02 2.09698655e-02 -1.00249423e-01 -1.85881082e-01
6.89080154e-02 2.59637858e-01]
[ -9.67921145e-03 -8.17540784e-02 -6.96919432e-02 -6.52596757e-02
3.55420466e-02 -1.67826302e-01 1.20080084e-01 9.68883781e-03
2.66985791e-02 -4.21776882e-03]
[ -2.06139175e-03 -2.74617975e-02 2.28684966e-01 3.21802012e-02
-8.74683162e-02 -1.11221167e-01 2.16247070e-01 4.25977776e-02
-2.16808686e-01 6.51551643e-02]
[ 3.65107209e-02 -6.98200383e-02 9.15603246e-02 -4.22530828e-02
-8.37364145e-02 9.14197232e-02 1.75785162e-01 -2.70642756e-01
-5.46114049e-02 -1.38547912e-01]
[ -3.39399572e-02 1.53895122e-02 7.51784544e-02 -6.32224206e-02
7.11698277e-02 1.94165936e-01 1.67489228e-01 1.17607644e-01
-4.65923921e-02 1.48648303e-01]
[ 2.30862754e-01 7.44223593e-02 3.51404578e-02 9.50268014e-02
2.25303950e-03 -2.77798704e-02 -1.75551632e-01 1.46890857e-01
-4.37339986e-02 1.66420918e-03]
[ -5.05221036e-02 -2.72990761e-01 -3.52039641e-02 -8.58850077e-02
-1.31354452e-04 -5.99820008e-02 5.75021504e-02 4.95182881e-02
2.97878618e-02 5.51842883e-02]
[ -1.94681712e-01 3.82204030e-02 -1.63995534e-02 1.04056643e-01
-1.44269765e-01 -1.55280032e-01 -9.60481550e-02 -5.00549208e-02
5.07626670e-02 -2.31005202e-02]
[ -2.99925053e-02 3.23878409e-02 -6.43330422e-02 1.41102986e-01
8.46575864e-02 6.97612758e-02 1.03523977e-01 1.75539141e-01
-8.74726395e-03 1.83076347e-01]
[ 1.72507394e-01 5.17221731e-02 1.90650859e-01 1.55932479e-02
3.66062926e-02 1.50956947e-01 6.51814959e-02 1.74082920e-01
1.45556026e-01 -7.61927290e-02]
[ -1.13652091e-01 1.03089159e-01 2.18055801e-01 -4.16191841e-02
1.62157106e-01 1.61171787e-01 2.95743668e-02 -1.04094735e-02
-7.56717358e-02 -1.56943044e-02]
[ -1.04041139e-01 -2.58950276e-02 2.13347142e-02 7.97703046e-02
-8.14574855e-03 1.22419635e-01 2.79593104e-01 2.11582459e-02
-2.85024258e-01 -1.06133690e-01]
[ -1.67649882e-01 1.30841005e-01 -6.33670164e-02 -2.74708995e-01
-6.13612818e-02 8.39588050e-02 -5.94977746e-02 9.85036387e-02
-1.58424285e-01 1.15448893e-01]
[ 1.12314254e-01 -6.83586520e-02 -6.82772217e-02 -2.29960737e-02
-1.09255299e-01 -4.35509648e-02 -1.47696270e-01 1.43764729e-01
-6.44200494e-02 -4.86752746e-02]
[ 1.54030778e-01 -1.12931826e-01 -1.37193724e-01 1.02914483e-03
1.25986950e-01 -6.13104514e-02 -7.32334633e-02 -1.46139745e-01
1.33026232e-01 -8.82255861e-02]
[ -1.38061582e-01 1.53083543e-01 2.46096366e-01 -5.18442967e-02
2.27604646e-01 1.07479750e-01 -1.83679698e-03 -2.94537662e-01
-1.46264477e-01 -8.19441429e-02]
[ -3.27446169e-01 2.15122358e-01 2.44192742e-02 6.12854759e-03
-4.29432217e-02 -1.86186286e-01 -1.70403443e-01 2.33068227e-01
-7.52089148e-02 1.35303389e-01]
[ 1.39893010e-01 1.25328587e-01 -2.45440978e-01 -1.08611484e-01
1.01998667e-01 -2.80673540e-01 -2.69936081e-03 -1.64942022e-01
-1.69964024e-02 -1.98746301e-01]
[ 2.23319032e-01 -7.78780812e-02 6.99054756e-02 -5.34682400e-03
-8.65946099e-02 -3.98424734e-02 -9.56558890e-02 -1.38847719e-01
1.18902528e-01 -1.47310201e-01]
[ -1.03597754e-01 4.96856351e-03 1.19221062e-01 1.15764751e-01
-6.90959535e-02 -1.08336750e-01 2.15009558e-01 -7.36716028e-02
1.87931501e-01 1.95732115e-03]
[ 2.08344065e-02 -8.42748696e-02 2.16136005e-01 -2.21787328e-01
4.40614246e-02 1.11123271e-01 -4.40372676e-02 -1.09757152e-01
3.21920728e-02 2.68759579e-01]]
[[ 0.1333038 ]
[ 0.4690527 ]
[ 0.16447694]
[ 0.1384229 ]
[-0.74688613]
[-0.15565301]
[-0.5345644 ]
[-0.10983843]
[ 0.05019505]
[ 0.3229797 ]]
Progress: 1.5% ... Training loss: 0.750 ... Validation loss: 1.256[[ 6.69074383e-02 1.21498982e-01 -1.86184237e-01 7.36768283e-03
-4.61205393e-01 1.67296836e-02 2.85972720e-02 1.56920796e-01
-1.64398255e-01 8.21649811e-02]
[ 2.29523824e-02 2.02316975e-01 -1.49879444e-02 4.89806580e-02
6.12335763e-02 -1.05792620e-02 2.68908835e-01 4.05534812e-02
1.44950612e-01 -1.40965470e-02]
[ 1.94632899e-01 3.86273060e-01 1.14822600e-02 1.68202591e-01
-1.65546918e-01 -5.85455695e-02 -5.85316416e-01 -1.31284159e-02
1.39822694e-01 3.89771710e-01]
[ -1.85400803e-02 -3.26407487e-01 -2.20944529e-01 -2.87062306e-02
3.18520264e-01 1.54791849e-01 1.95377064e-01 3.43032180e-02
-5.69233461e-03 4.18950501e-02]
[ -7.96050728e-03 2.27014889e-01 -1.55124981e-01 4.61837820e-02
7.02090082e-02 -1.73043175e-01 -3.80430245e-02 -1.15954593e-01
-2.08297433e-01 6.90096758e-02]
[ -3.59592437e-01 -2.59310453e-01 -2.90112535e-01 1.19616410e-01
1.78358053e-01 6.78821499e-02 -1.64226156e-02 -3.25861570e-02
-3.16457292e-02 2.24023297e-02]
[ 4.17696229e-04 -8.28012075e-02 1.22038266e-02 1.14753569e-01
-2.60133258e-01 -7.43810271e-02 1.11206103e-01 -1.84745886e-01
1.87840784e-01 6.91667638e-02]
[ 1.43705236e-01 -5.77741907e-02 5.06939055e-02 -3.13167110e-02
-3.34942444e-02 -6.53328829e-02 -1.50935755e-01 1.19626723e-01
8.45683275e-02 5.62268993e-02]
[ -1.62090616e-01 -3.42073312e-02 -3.09424231e-01 -3.51353855e-03
-9.61665507e-02 7.56786300e-02 -2.77317901e-01 -1.92853267e-02
2.77609369e-01 -1.06474731e-01]
[ 3.85888928e-02 -1.45850613e-01 7.73038807e-02 3.68610619e-03
1.70415540e-02 -8.32306489e-02 -8.75655507e-02 -8.93637679e-02
-4.09393657e-02 1.57708773e-01]
[ -8.13081360e-02 1.31783789e-01 -6.26563111e-03 -1.63301805e-01
-1.19506255e-02 3.90698423e-02 6.05787453e-02 -9.48929465e-02
-2.36867483e-02 -1.29771547e-01]
[ -4.24713155e-02 1.73145667e-01 -3.57285673e-02 7.40372518e-02
5.48199888e-02 6.16428354e-02 -2.15395382e-01 -1.88744558e-02
-1.05446224e-01 -9.70206428e-02]
[ -1.55526240e-01 7.44339350e-03 6.26751934e-02 2.38845963e-02
-1.77575545e-01 -2.20528165e-01 -1.82166703e-01 -1.96911553e-01
8.88657078e-02 1.76541033e-01]
[ -2.02221289e-01 -7.86634101e-02 1.27361254e-01 2.81662739e-01
-1.83094691e-01 -8.79243467e-02 -1.75786518e-01 -2.55584639e-01
-2.00887809e-01 3.10182742e-02]
[ 1.09321486e-01 -3.19345163e-02 -2.06899429e-02 9.99515391e-02
7.64821098e-03 -7.33353515e-02 9.75403996e-02 4.65629997e-03
1.55807212e-02 1.26355666e-02]
[ 5.69492076e-03 -1.03106010e-01 -2.28383321e-01 1.07467737e-01
4.81675892e-02 1.14481208e-01 -1.28087536e-02 -1.44465980e-02
-1.26733353e-01 -4.98433735e-02]
[ -1.26361595e-01 -3.73780922e-02 -2.05217455e-01 1.52411717e-01
-7.64162493e-02 1.35346407e-01 2.35730391e-03 -2.50428949e-01
6.04370160e-02 -2.01252557e-01]
[ -8.17648897e-02 -5.46115066e-02 2.69625668e-01 8.92067212e-02
1.24405411e-01 -5.30550362e-02 -1.22633247e-01 1.24828611e-01
6.08192668e-02 2.37138456e-02]
[ 9.05908901e-02 1.38821370e-01 1.10764896e-01 1.44307407e-01
-1.62974449e-01 -5.32969027e-02 1.09014977e-01 1.15319879e-01
-1.39668154e-03 1.15245347e-02]
[ 3.11089112e-02 -5.75829876e-02 -2.71781141e-01 -1.48893934e-02
1.04488484e-01 -1.14605038e-01 7.74791413e-02 1.58257836e-01
1.25957629e-01 1.86780039e-02]
[ 5.74232485e-02 6.33226405e-02 -1.16573322e-01 4.58170617e-02
-1.43229152e-01 3.24673581e-01 1.98564954e-01 2.05235291e-01
-1.67792576e-01 -3.67977977e-02]
[ -7.94086887e-03 -5.69405045e-02 1.07501903e-01 9.06099204e-02
2.38415886e-02 1.26406965e-01 -1.97713202e-01 -3.18269063e-02
1.97312448e-01 6.64592495e-02]
[ 9.49133007e-02 4.77486151e-02 -5.93939049e-02 -1.20760644e-01
-6.46843863e-02 -3.18192551e-01 1.35820954e-01 1.24500775e-02
1.32403149e-01 6.88434256e-02]
[ -9.80760787e-02 2.24602071e-02 -1.49563814e-02 2.29348964e-02
1.50173673e-02 -2.01669440e-01 -9.03763733e-02 -1.90471644e-02
1.47072591e-02 1.30236483e-01]
[ -1.30301475e-01 -1.24185555e-02 -1.90791722e-01 1.53953285e-02
-3.07425993e-01 -9.77077662e-03 -5.88429723e-02 -2.16589503e-02
1.88892470e-02 8.57347153e-02]
[ 7.20300490e-02 2.38548319e-01 -1.54064733e-02 9.41506119e-03
4.44543795e-02 2.04776213e-01 2.00295698e-01 1.03562559e-01
-8.29706715e-02 -1.98230943e-01]
[ 1.05780270e-01 1.47860485e-02 4.16311459e-02 9.14102278e-02
7.95476007e-02 1.54222236e-02 9.22050217e-02 7.99769612e-02
1.45394108e-01 -1.69443621e-01]
[ 1.20146461e-01 -7.10722718e-02 2.20558104e-02 3.74789634e-02
1.56985056e-01 -5.42215225e-02 9.54736843e-02 3.65005751e-02
-2.58640136e-01 -2.92089810e-02]
[ -3.11983397e-02 -1.79969486e-01 6.96509657e-02 -2.02737559e-02
1.28254498e-01 -1.83334823e-01 1.62617140e-01 -9.48994567e-02
6.23974654e-02 2.93226535e-01]
[ -1.64896365e-01 -1.01944575e-02 1.26515097e-01 1.10345186e-01
3.75399986e-01 5.80236356e-02 -1.24646164e-03 3.51132565e-02
2.31646046e-02 6.29882191e-02]
[ -3.61004894e-02 1.91209041e-01 3.42119360e-01 -2.26620864e-02
-1.01870603e-01 -1.53533300e-01 1.55866903e-01 6.44348336e-04
-9.59955146e-02 2.30810686e-01]
[ -4.10803185e-02 3.85536854e-02 -1.32835093e-01 1.49036229e-02
8.92148065e-02 -2.83604950e-01 -1.01373989e-01 1.64476713e-01
7.37221079e-02 1.84858714e-02]
[ 6.13494633e-02 8.18925360e-02 1.32012976e-01 -1.60676979e-01
1.85082030e-01 9.29239634e-02 3.05715478e-02 2.93684844e-01
2.54669947e-02 7.83267728e-02]
[ 2.01529350e-01 -1.07095161e-01 -1.71546612e-01 1.25298360e-01
-2.99435333e-01 -1.76747537e-01 -1.00908428e-03 1.99849878e-01
2.46526276e-01 -2.96064955e-01]
[ 3.27213567e-02 1.01132875e-01 2.41531848e-01 2.32277712e-01
2.11121264e-02 -1.78928121e-01 -1.16445701e-01 -1.27637864e-01
-1.51306291e-01 -3.11574289e-01]
[ 5.70247705e-02 4.00061372e-02 -9.88015909e-02 -8.07208056e-03
9.74749216e-02 2.08530275e-02 -1.00613149e-01 -1.85958662e-01
6.89453125e-02 2.59840528e-01]
[ -9.66166666e-03 -8.17003122e-02 -6.96763175e-02 -6.52400287e-02
3.54446787e-02 -1.67839900e-01 1.20084838e-01 9.66750994e-03
2.67046231e-02 -4.20092071e-03]
[ -1.90474244e-03 -2.69848091e-02 2.28896682e-01 3.23570747e-02
-8.81849700e-02 -1.11415419e-01 2.15715421e-01 4.24578882e-02
-2.16746667e-01 6.54833853e-02]
[ 3.65488908e-02 -6.96586052e-02 9.15948548e-02 -4.22261770e-02
-8.39250794e-02 9.13912004e-02 1.75590273e-01 -2.70664826e-01
-5.46011542e-02 -1.38464472e-01]
[ -3.36565877e-02 1.62078781e-02 7.55511847e-02 -6.29098848e-02
6.97671349e-02 1.93830850e-01 1.66492924e-01 1.17355962e-01
-4.64791236e-02 1.49272384e-01]
[ 2.30867104e-01 7.43975599e-02 3.51554991e-02 9.50250682e-02
2.27782034e-03 -2.77813117e-02 -1.75567503e-01 1.46891232e-01
-4.37354928e-02 1.67316955e-03]
[ -5.04588427e-02 -2.72774308e-01 -3.51253982e-02 -8.58219190e-02
-4.65297775e-04 -6.00527993e-02 5.72787997e-02 4.94658721e-02
2.98100929e-02 5.53117879e-02]
[ -1.94482714e-01 3.88515262e-02 -1.61383594e-02 1.04268457e-01
-1.45412570e-01 -1.55497307e-01 -9.67114967e-02 -5.02222700e-02
5.08395381e-02 -2.26398347e-02]
[ -2.96468627e-02 3.35528100e-02 -6.39347592e-02 1.41468348e-01
8.26819306e-02 6.93457207e-02 1.02239347e-01 1.75274618e-01
-8.61192968e-03 1.83852281e-01]
[ 1.72503395e-01 5.17082477e-02 1.90646182e-01 1.55890722e-02
3.66261982e-02 1.50961530e-01 6.51977399e-02 1.74086256e-01
1.45554501e-01 -7.62024828e-02]
[ -1.13605506e-01 1.03236337e-01 2.18097257e-01 -4.15694861e-02
1.61905684e-01 1.61119264e-01 2.94564788e-02 -1.04493205e-02
-7.56541783e-02 -1.55866390e-02]
[ -1.04005676e-01 -2.57884002e-02 2.13761509e-02 7.98030189e-02
-8.24988648e-03 1.22380352e-01 2.79456438e-01 2.11277521e-02
-2.85008396e-01 -1.06066661e-01]
[ -1.67725015e-01 1.30574660e-01 -6.34615718e-02 -2.74795881e-01
-6.09431540e-02 8.40559115e-02 -5.91684519e-02 9.85729164e-02
-1.58455163e-01 1.15249908e-01]
[ 1.12090529e-01 -6.90817716e-02 -6.85505364e-02 -2.32356426e-02
-1.08036055e-01 -4.32872941e-02 -1.46903180e-01 1.43948250e-01
-6.45064793e-02 -4.92054729e-02]
[ 1.54118143e-01 -1.12582641e-01 -1.37075152e-01 1.11778291e-03
1.25625473e-01 -6.13960535e-02 -7.35027800e-02 -1.46216622e-01
1.33059641e-01 -8.80522660e-02]
[ -1.37653126e-01 1.54506095e-01 2.46595736e-01 -5.14153259e-02
2.25263701e-01 1.07016693e-01 -3.32871274e-03 -2.94887296e-01
-1.46110995e-01 -8.09829765e-02]
[ -3.27629590e-01 2.14349499e-01 2.41356638e-02 5.89983903e-03
-4.18754273e-02 -1.85932521e-01 -1.69522020e-01 2.33271334e-01
-7.52885564e-02 1.34753779e-01]
[ 1.39677027e-01 1.24460514e-01 -2.45670257e-01 -1.08829411e-01
1.03175071e-01 -2.80435922e-01 -1.81528410e-03 -1.64775140e-01
-1.70776519e-02 -1.99303088e-01]
[ 2.23166620e-01 -7.84636875e-02 6.96953242e-02 -5.50973620e-03
-8.57942316e-02 -3.96541425e-02 -9.50368519e-02 -1.38716692e-01
1.18841667e-01 -1.47695615e-01]
[ -1.03494783e-01 5.45431830e-03 1.19343661e-01 1.15889126e-01
-6.95987584e-02 -1.08476986e-01 2.14528356e-01 -7.37561197e-02
1.87967413e-01 2.24011713e-03]
[ 2.08401950e-02 -8.43686910e-02 2.16137257e-01 -2.21784494e-01
4.43028332e-02 1.11118607e-01 -4.39594643e-02 -1.09761950e-01
3.21965292e-02 2.68724676e-01]]
[[ 0.13899766]
[ 0.47673307]
[ 0.16284837]
[ 0.14071702]
[-0.75073552]
[-0.15629329]
[-0.54454769]
[-0.1054469 ]
[ 0.05280817]
[ 0.32954542]]
Progress: 1.6% ... Training loss: 0.745 ... Validation loss: 1.248[[ 6.78361371e-02 1.24221282e-01 -1.85076955e-01 8.34221727e-03
-4.64784902e-01 1.57000388e-02 2.55949026e-02 1.56224975e-01
-1.64048173e-01 8.42104135e-02]
[ 2.28402081e-02 2.01940040e-01 -1.51158267e-02 4.88631748e-02
6.18252925e-02 -1.04504787e-02 2.69347620e-01 4.06422333e-02
1.44908261e-01 -1.43527884e-02]
[ 1.96358086e-01 3.92145526e-01 1.36917314e-02 1.70076132e-01
-1.73322397e-01 -6.05782466e-02 -5.91742572e-01 -1.44817859e-02
1.40503251e-01 3.93962550e-01]
[ -2.03487765e-02 -3.32444703e-01 -2.23042950e-01 -3.06232656e-02
3.26341063e-01 1.56843052e-01 2.01968949e-01 3.56740884e-02
-6.38320349e-03 3.77119636e-02]
[ -8.92140919e-03 2.24184125e-01 -1.56164050e-01 4.52162655e-02
7.45155737e-02 -1.72011901e-01 -3.47369374e-02 -1.15300098e-01
-2.08619129e-01 6.69048462e-02]
[ -3.59913555e-01 -2.60406593e-01 -2.90551700e-01 1.19257814e-01
1.80159911e-01 6.82750596e-02 -1.50470914e-02 -3.23155577e-02
-3.17845912e-02 2.15105188e-02]
[ 5.92513681e-04 -8.22849726e-02 1.24376985e-02 1.14921047e-01
-2.60456323e-01 -7.45697889e-02 1.10824627e-01 -1.84885568e-01
1.87902287e-01 6.94626953e-02]
[ 1.44182363e-01 -5.61814946e-02 5.13475106e-02 -3.07823815e-02
-3.54327914e-02 -6.58974557e-02 -1.52660767e-01 1.19247742e-01
8.47492169e-02 5.74631662e-02]
[ -1.62112655e-01 -3.42450264e-02 -3.09439907e-01 -3.54465015e-03
-9.60554562e-02 7.57082499e-02 -2.77111549e-01 -1.92601273e-02
2.77600319e-01 -1.06586625e-01]
[ 3.93086451e-02 -1.43519220e-01 7.81501094e-02 4.43203146e-03
1.39530496e-02 -8.40089763e-02 -8.98899448e-02 -8.99365415e-02
-4.06678435e-02 1.59293628e-01]
[ -8.13073916e-02 1.31722339e-01 -6.22360237e-03 -1.63307073e-01
-1.13499609e-02 3.90591246e-02 6.07896437e-02 -9.48623574e-02
-2.37058730e-02 -1.29833796e-01]
[ -4.28830240e-02 1.71850820e-01 -3.61841888e-02 7.36086953e-02
5.69591688e-02 6.21010757e-02 -2.13806498e-01 -1.85551346e-02
-1.05604141e-01 -9.80147555e-02]
[ -1.55526240e-01 7.44339350e-03 6.26751934e-02 2.38845963e-02
-1.77575545e-01 -2.20528165e-01 -1.82166703e-01 -1.96911553e-01
8.88657078e-02 1.76541033e-01]
[ -2.02121768e-01 -7.84945302e-02 1.27414678e-01 2.81743168e-01
-1.83556969e-01 -8.80052357e-02 -1.76067022e-01 -2.55649198e-01
-2.00857465e-01 3.11721445e-02]
[ 1.09039469e-01 -3.29018875e-02 -2.10142974e-02 9.96596137e-02
9.21549098e-03 -7.30269169e-02 9.87012162e-02 4.87524318e-03
1.54715593e-02 1.19344384e-02]
[ 5.69865987e-03 -1.02940981e-01 -2.28388184e-01 1.07465694e-01
4.81228096e-02 1.14487356e-01 -1.28308697e-02 -1.44399585e-02
-1.26738079e-01 -4.98560609e-02]
[ -1.26427632e-01 -3.76639990e-02 -2.05271379e-01 1.52341817e-01
-7.58256650e-02 1.35423437e-01 2.66041815e-03 -2.50383994e-01
6.04127015e-02 -2.01390579e-01]
[ -8.17814639e-02 -5.46892625e-02 2.69613701e-01 8.91838521e-02
1.24640773e-01 -5.30307501e-02 -1.22388121e-01 1.24837677e-01
6.08170791e-02 2.36048798e-02]
[ 9.08067003e-02 1.39514675e-01 1.11022399e-01 1.44530449e-01
-1.63970430e-01 -5.35389386e-02 1.08187489e-01 1.15153578e-01
-1.32270121e-03 1.19894595e-02]
[ 3.13845340e-02 -5.66804066e-02 -2.71411553e-01 -1.45833575e-02
1.03578511e-01 -1.14920329e-01 7.66065540e-02 1.58057492e-01
1.26054176e-01 1.93665415e-02]
[ 5.77339873e-02 6.43718565e-02 -1.16176605e-01 4.61477241e-02
-1.44784078e-01 3.24307971e-01 1.97396731e-01 2.04980617e-01
-1.67666366e-01 -3.60886786e-02]
[ -8.17075934e-03 -5.76430284e-02 1.07247254e-01 9.03833645e-02
2.50111188e-02 1.26648967e-01 -1.96922054e-01 -3.16574232e-02
1.97231024e-01 6.60101994e-02]
[ 9.49645113e-02 4.79352381e-02 -5.93317672e-02 -1.20707397e-01
-6.49548334e-02 -3.18251758e-01 1.35679977e-01 1.24097776e-02
1.32418716e-01 6.89411376e-02]
[ -9.80493194e-02 2.25286174e-02 -1.49362983e-02 2.29512671e-02
1.49037983e-02 -2.01687476e-01 -9.04102639e-02 -1.90597462e-02
1.47133628e-02 1.30273408e-01]
[ -1.30381570e-01 -1.26439465e-02 -1.90868781e-01 1.53109351e-02
-3.06985454e-01 -9.67841421e-03 -5.85220042e-02 -2.15921419e-02
1.88567891e-02 8.55219733e-02]
[ 7.17967210e-02 2.37738421e-01 -1.56840032e-02 9.16172946e-03
4.57701732e-02 2.05052544e-01 2.01217309e-01 1.03745043e-01
-8.30618027e-02 -1.98789432e-01]
[ 1.05488346e-01 1.38729022e-02 4.12851706e-02 9.11097191e-02
8.11133338e-02 1.57559551e-02 9.33225737e-02 8.02044289e-02
1.45283363e-01 -1.70110651e-01]
[ 1.20036325e-01 -7.14635693e-02 2.19247335e-02 3.73631261e-02
1.57600731e-01 -5.40937469e-02 9.58939381e-02 3.65804186e-02
-2.58683772e-01 -2.94619154e-02]
[ -3.14903034e-02 -1.80882076e-01 6.93116022e-02 -2.05745252e-02
1.29769322e-01 -1.83013968e-01 1.63768765e-01 -9.46801298e-02
6.22930819e-02 2.92553952e-01]
[ -1.65347358e-01 -1.17399366e-02 1.25978881e-01 1.09868695e-01
3.77789552e-01 5.85508434e-02 5.06429292e-04 3.54647284e-02
2.29864954e-02 6.18987175e-02]
[ -3.63184210e-02 1.90474260e-01 3.41871378e-01 -2.28804579e-02
-1.00774281e-01 -1.53291116e-01 1.56707782e-01 8.09305702e-04
-9.60765730e-02 2.30303793e-01]
[ -4.13694802e-02 3.75984915e-02 -1.33146538e-01 1.45981574e-02
9.07541788e-02 -2.83284972e-01 -1.00249206e-01 1.64696312e-01
7.36104602e-02 1.77937665e-02]
[ 6.13214872e-02 8.18437176e-02 1.31992477e-01 -1.60705073e-01
1.85197742e-01 9.29693826e-02 3.06503073e-02 2.93712249e-01
2.54594886e-02 7.82521781e-02]
[ 2.02473286e-01 -1.04033549e-01 -1.70437660e-01 1.26302388e-01
-3.04353307e-01 -1.77838669e-01 -4.59603944e-03 1.99108037e-01
2.46867056e-01 -2.93779912e-01]
[ 3.28752667e-02 1.01597177e-01 2.41720337e-01 2.32442501e-01
2.02863953e-02 -1.79109613e-01 -1.16979152e-01 -1.27757557e-01
-1.51248173e-01 -3.11237295e-01]
[ 5.69015198e-02 3.96347728e-02 -9.89483441e-02 -8.20312874e-03
9.81754028e-02 2.09949084e-02 -1.00126969e-01 -1.85865625e-01
6.88959399e-02 2.59540204e-01]
[ -9.52698681e-03 -8.12748766e-02 -6.95380917e-02 -6.51072105e-02
3.49844457e-02 -1.67985994e-01 1.19586419e-01 9.56799926e-03
2.67537604e-02 -3.93707639e-03]
[ -1.85137902e-03 -2.68019914e-02 2.28958918e-01 3.24096908e-02
-8.84497180e-02 -1.11471715e-01 2.15506528e-01 4.24226874e-02
-2.16726414e-01 6.56095179e-02]
[ 3.66653096e-02 -6.92480499e-02 9.17154149e-02 -4.21090075e-02
-8.44171507e-02 9.12592306e-02 1.75160414e-01 -2.70749237e-01
-5.45582413e-02 -1.38236863e-01]
[ -3.35207815e-02 1.66510684e-02 7.57302727e-02 -6.27569340e-02
6.91725197e-02 1.93658487e-01 1.65998415e-01 1.17243349e-01
-4.64205182e-02 1.49572005e-01]
[ 2.30890899e-01 7.45139815e-02 3.51754708e-02 9.50436335e-02
2.13482937e-03 -2.78064574e-02 -1.75675050e-01 1.46880835e-01
-4.37301112e-02 1.71636726e-03]
[ -5.00826233e-02 -2.71450714e-01 -3.46730773e-02 -8.54274685e-02
-2.33154669e-03 -6.04758166e-02 5.59533807e-02 4.91725956e-02
2.99501455e-02 5.61749027e-02]
[ -1.94243885e-01 3.96168838e-02 -1.58569412e-02 1.04494564e-01
-1.46562327e-01 -1.55746102e-01 -9.75064402e-02 -5.04012846e-02
5.09304002e-02 -2.21307965e-02]
[ -2.95576376e-02 3.37807070e-02 -6.38254557e-02 1.41562954e-01
8.24700070e-02 6.92385131e-02 1.02046923e-01 1.75225078e-01
-8.58072079e-03 1.84001567e-01]
[ 1.72861656e-01 5.28698701e-02 1.91085661e-01 1.59660760e-02
3.49204550e-02 1.50555647e-01 6.39032320e-02 1.73803677e-01
1.45697224e-01 -7.53253183e-02]
[ -1.13556133e-01 1.03396287e-01 2.18166548e-01 -4.15091793e-02
1.61589541e-01 1.61052996e-01 2.92477098e-02 -1.04940015e-02
-7.56319882e-02 -1.54509478e-02]
[ -1.03931391e-01 -2.55266686e-02 2.14643801e-02 7.98804905e-02
-8.63956628e-03 1.22295071e-01 2.79168917e-01 2.10697010e-02
-2.84979464e-01 -1.05891178e-01]
[ -1.67959777e-01 1.29779370e-01 -6.37457092e-02 -2.75050349e-01
-5.96684802e-02 8.43354336e-02 -5.82696461e-02 9.87644955e-02
-1.58549449e-01 1.14700647e-01]
[ 1.11922641e-01 -6.96333035e-02 -6.87344876e-02 -2.34120393e-02
-1.07175007e-01 -4.30920402e-02 -1.46257916e-01 1.44079024e-01
-6.45712781e-02 -4.96054822e-02]
[ 1.53995659e-01 -1.12918208e-01 -1.37182605e-01 9.84071162e-04
1.26505445e-01 -6.12502675e-02 -7.29180357e-02 -1.46114945e-01
1.33016472e-01 -8.83797436e-02]
[ -1.37699244e-01 1.54330904e-01 2.46551788e-01 -5.14605710e-02
2.25477947e-01 1.07085159e-01 -3.17444652e-03 -2.94853248e-01
-1.46128846e-01 -8.11051234e-02]
[ -3.27719480e-01 2.13798208e-01 2.40163488e-02 5.77779782e-03
-4.10171228e-02 -1.85806016e-01 -1.68862382e-01 2.33366034e-01
-7.53319314e-02 1.34447260e-01]
[ 1.39771680e-01 1.24454067e-01 -2.45574951e-01 -1.08733949e-01
1.02719209e-01 -2.80532654e-01 -2.10405150e-03 -1.64849231e-01
-1.70431320e-02 -1.99140287e-01]
[ 2.22915377e-01 -7.90507200e-02 6.94483786e-02 -5.73297444e-03
-8.45714822e-02 -3.93908700e-02 -9.40228275e-02 -1.38553725e-01
1.18750243e-01 -1.48210361e-01]
[ -1.03112500e-01 6.87428326e-03 1.19813846e-01 1.16282753e-01
-7.12623103e-02 -1.08933900e-01 2.13114570e-01 -7.40390080e-02
1.88099426e-01 3.17780110e-03]
[ 2.11817806e-02 -8.31580310e-02 2.16522065e-01 -2.21437246e-01
4.28983149e-02 1.10737418e-01 -4.51941944e-02 -1.10021224e-01
3.23202963e-02 2.69423575e-01]]
[[ 0.15034419]
[ 0.48737512]
[ 0.17100645]
[ 0.14804635]
[-0.76069288]
[-0.15487812]
[-0.548029 ]
[-0.09807719]
[ 0.06189372]
[ 0.33765924]]
Progress: 1.6% ... Training loss: 0.737 ... Validation loss: 1.224[[ 6.81587316e-02 1.25221072e-01 -1.84699286e-01 8.64379068e-03
-4.65857868e-01 1.53614043e-02 2.47522407e-02 1.55997364e-01
-1.63905639e-01 8.49164007e-02]
[ 2.29025945e-02 2.02111438e-01 -1.50501944e-02 4.89248026e-02
6.15322363e-02 -1.05149024e-02 2.69149592e-01 4.06015540e-02
1.44930037e-01 -1.42212763e-02]
[ 1.97754760e-01 3.96532107e-01 1.55057083e-02 1.71641781e-01
-1.80409368e-01 -6.21645006e-02 -5.96572961e-01 -1.55236982e-02
1.41095348e-01 3.97422158e-01]
[ -2.16668433e-02 -3.36192166e-01 -2.24418824e-01 -3.18844929e-02
3.31946042e-01 1.58141461e-01 2.06695328e-01 3.65304402e-02
-6.92614694e-03 3.48754260e-02]
[ -8.87626192e-03 2.23748321e-01 -1.56155986e-01 4.52086616e-02
7.47928694e-02 -1.72039511e-01 -3.48323970e-02 -1.15322222e-01
-2.08563091e-01 6.69232471e-02]
[ -3.60611990e-01 -2.62623758e-01 -2.91457763e-01 1.18461768e-01
1.84048933e-01 6.90709384e-02 -1.25659033e-02 -3.18070290e-02
-3.20837538e-02 1.98169969e-02]
[ -2.42033576e-04 -8.49161801e-02 1.15064029e-02 1.14110121e-01
-2.56123082e-01 -7.37107571e-02 1.13823330e-01 -1.84362505e-01
1.87568343e-01 6.76473634e-02]
[ 1.43989956e-01 -5.67662241e-02 5.11556521e-02 -3.09646310e-02
-3.41684779e-02 -6.57034681e-02 -1.51841302e-01 1.19338220e-01
8.46683077e-02 5.71605189e-02]
[ -1.61875673e-01 -3.34699801e-02 -3.09151170e-01 -3.31289013e-03
-9.72996458e-02 7.54667962e-02 -2.77903687e-01 -1.94089567e-02
2.77688218e-01 -1.06086795e-01]
[ 3.85748893e-02 -1.45845524e-01 7.72658980e-02 3.64821397e-03
1.84367685e-02 -8.32106034e-02 -8.69009746e-02 -8.94705557e-02
-4.09741177e-02 1.57666927e-01]
[ -8.17000898e-02 1.30496179e-01 -6.69799595e-03 -1.63728451e-01
-9.31451734e-03 3.95006656e-02 6.20775896e-02 -9.45944781e-02
-2.38807759e-02 -1.30724253e-01]
[ -4.32449775e-02 1.70745229e-01 -3.65660643e-02 7.32564290e-02
5.86823939e-02 6.24686064e-02 -2.12576196e-01 -1.83157592e-02
-1.05749080e-01 -9.88092696e-02]
[ -1.55526240e-01 7.44339350e-03 6.26751934e-02 2.38845963e-02
-1.77575545e-01 -2.20528165e-01 -1.82166703e-01 -1.96911553e-01
8.88657078e-02 1.76541033e-01]
[ -2.02528046e-01 -7.99124968e-02 1.26866652e-01 2.81259263e-01
-1.81126379e-01 -8.75187022e-02 -1.74467879e-01 -2.55341977e-01
-2.01028909e-01 3.01234849e-02]
[ 1.08846836e-01 -3.34868489e-02 -2.12387127e-02 9.94595765e-02
1.02256138e-02 -7.28194668e-02 9.92813658e-02 5.00768801e-03
1.53880425e-02 1.15196522e-02]
[ 5.59591294e-03 -1.03222074e-01 -2.28528980e-01 1.07352540e-01
4.85973595e-02 1.14593556e-01 -1.25624641e-02 -1.43702144e-02
-1.26785305e-01 -5.00810432e-02]
[ -1.26660694e-01 -3.83881270e-02 -2.05539968e-01 1.52114218e-01
-7.46608209e-02 1.35662261e-01 3.47822502e-03 -2.50245566e-01
6.03171735e-02 -2.01907690e-01]
[ -8.19619628e-02 -5.52113830e-02 2.69414810e-01 8.90098973e-02
1.25713926e-01 -5.28508254e-02 -1.21698292e-01 1.24951515e-01
6.07461495e-02 2.32135546e-02]
[ 9.05893498e-02 1.38757128e-01 1.10793793e-01 1.44310465e-01
-1.62638215e-01 -5.32911181e-02 1.09114043e-01 1.15289160e-01
-1.40589550e-03 1.15065578e-02]
[ 3.11778152e-02 -5.73452867e-02 -2.71656040e-01 -1.47904732e-02
1.04624495e-01 -1.14706644e-01 7.72672161e-02 1.58189422e-01
1.25972329e-01 1.89782588e-02]
[ 5.73270500e-02 6.30217462e-02 -1.16647129e-01 4.57345798e-02
-1.42653235e-01 3.24734780e-01 1.98878051e-01 2.05238518e-01
-1.67838072e-01 -3.69572599e-02]
[ -7.98713205e-03 -5.69357753e-02 1.07499374e-01 9.05934547e-02
2.39878569e-02 1.26423341e-01 -1.97449475e-01 -3.17981546e-02
1.97312286e-01 6.64507760e-02]
[ 9.50749490e-02 4.82918798e-02 -5.91787534e-02 -1.20592211e-01
-6.55335496e-02 -3.18369075e-01 1.35293639e-01 1.23374192e-02
1.32458540e-01 6.91812936e-02]
[ -9.79006531e-02 2.30202438e-02 -1.47683664e-02 2.30939833e-02
1.41406194e-02 -2.01829126e-01 -9.09332615e-02 -1.91525418e-02
1.47658310e-02 1.30578675e-01]
[ -1.30366482e-01 -1.25547169e-02 -1.90857994e-01 1.53243750e-02
-3.07040212e-01 -9.69362229e-03 -5.86018997e-02 -2.16001043e-02
1.88625089e-02 8.55609323e-02]
[ 7.14656645e-02 2.36665846e-01 -1.60818393e-02 8.80995034e-03
4.74964332e-02 2.05417524e-01 2.02386064e-01 1.03974484e-01
-8.32025422e-02 -1.99537395e-01]
[ 1.05289892e-01 1.32634726e-02 4.10648606e-02 9.09226582e-02
8.20984813e-02 1.59517294e-02 9.40075320e-02 8.03310736e-02
1.45203789e-01 -1.70542291e-01]
[ 1.19878478e-01 -7.19269564e-02 2.17286522e-02 3.71922812e-02
1.58439752e-01 -5.39157917e-02 9.64256781e-02 3.66912928e-02
-2.58750300e-01 -2.98163261e-02]
[ -3.18075197e-02 -1.81857176e-01 6.89475528e-02 -2.08963416e-02
1.31388783e-01 -1.82678907e-01 1.64911559e-01 -9.44725877e-02
6.21624134e-02 2.91865583e-01]
[ -1.66034497e-01 -1.38975501e-02 1.25189506e-01 1.09172271e-01
3.81174503e-01 5.92621917e-02 3.02986494e-03 3.59191455e-02
2.27123771e-02 6.03403759e-02]
[ -3.69043264e-02 1.88576394e-01 3.41206454e-01 -2.34764362e-02
-9.77695015e-02 -1.52678120e-01 1.58858789e-01 1.18181790e-03
-9.63193172e-02 2.29021655e-01]
[ -4.16527802e-02 3.66756823e-02 -1.33457090e-01 1.43096939e-02
9.21515048e-02 -2.82996988e-01 -9.92631519e-02 1.64884678e-01
7.34929136e-02 1.71742160e-02]
[ 6.11191326e-02 8.12091208e-02 1.31746766e-01 -1.60916999e-01
1.86234547e-01 9.31891928e-02 3.13766386e-02 2.93846675e-01
2.53711243e-02 7.78092634e-02]
[ 2.02518052e-01 -1.03889532e-01 -1.70380511e-01 1.26345588e-01
-3.04322952e-01 -1.77880669e-01 -4.74159931e-03 1.99078532e-01
2.46885738e-01 -2.93718413e-01]
[ 3.30597577e-02 1.02239594e-01 2.41930724e-01 2.32632831e-01
1.93396536e-02 -1.79307523e-01 -1.17637970e-01 -1.27883719e-01
-1.51168295e-01 -3.10797143e-01]
[ 5.69273362e-02 3.97134167e-02 -9.89222343e-02 -8.17903483e-03
9.80536822e-02 2.09691836e-02 -1.00221275e-01 -1.85881713e-01
6.89050144e-02 2.59595052e-01]
[ -9.65238281e-03 -8.16857552e-02 -6.96810906e-02 -6.52354132e-02
3.56146913e-02 -1.67856561e-01 1.20004097e-01 9.65079209e-03
2.67025328e-02 -4.19348494e-03]
[ -1.92432834e-03 -2.71387115e-02 2.28868291e-01 3.23255763e-02
-8.79427328e-02 -1.11399735e-01 2.15836828e-01 4.24742037e-02
-2.16749255e-01 6.53969832e-02]
[ 3.66870335e-02 -6.91772388e-02 9.17390169e-02 -4.20878813e-02
-8.45276777e-02 9.12373592e-02 1.75081708e-01 -2.70761509e-01
-5.45497405e-02 -1.38187949e-01]
[ -3.33629248e-02 1.71778149e-02 7.58881376e-02 -6.26093801e-02
6.85732991e-02 1.93500180e-01 1.65441688e-01 1.17141027e-01
-4.63634380e-02 1.49898607e-01]
[ 2.30696063e-01 7.39394181e-02 3.49613743e-02 9.48577596e-02
3.04876167e-03 -2.76088825e-02 -1.75062490e-01 1.47005745e-01
-4.38089103e-02 1.29525056e-03]
[ -4.97953413e-02 -2.70536222e-01 -3.43371247e-02 -8.51321654e-02
-3.78379070e-03 -6.07813455e-02 5.49481255e-02 4.89813507e-02
3.00642865e-02 5.68202160e-02]
[ -1.93966400e-01 4.04221871e-02 -1.55536451e-02 1.04760836e-01
-1.47837538e-01 -1.56005901e-01 -9.83901046e-02 -5.05842233e-02
5.10426849e-02 -2.15340662e-02]
[ -2.89326026e-02 3.57696956e-02 -6.31218219e-02 1.42176304e-01
7.93661092e-02 6.86033489e-02 9.98324266e-02 1.74813863e-01
-8.33887118e-03 1.85397031e-01]
[ 1.73090783e-01 5.36447284e-02 1.91373142e-01 1.62166274e-02
3.37503644e-02 1.50298615e-01 6.30755130e-02 1.73636377e-01
1.45801121e-01 -7.47601965e-02]
[ -1.13485908e-01 1.03607283e-01 2.18246385e-01 -4.14364560e-02
1.61221468e-01 1.60983974e-01 2.90086579e-02 -1.05401090e-02
-7.56040995e-02 -1.53137823e-02]
[ -1.03959677e-01 -2.56144840e-02 2.14296464e-02 7.98517281e-02
-8.50568296e-03 1.22326068e-01 2.79275428e-01 2.10893234e-02
-2.84990360e-01 -1.05959268e-01]
[ -1.68060794e-01 1.29497333e-01 -6.38626366e-02 -2.75151056e-01
-5.91378834e-02 8.44435596e-02 -5.79140508e-02 9.88343613e-02
-1.58591194e-01 1.14467965e-01]
[ 1.11796184e-01 -7.00232416e-02 -6.88720586e-02 -2.35420509e-02
-1.06524643e-01 -4.29562537e-02 -1.45784114e-01 1.44164490e-01
-6.46248809e-02 -4.98728049e-02]
[ 1.53767443e-01 -1.13647472e-01 -1.37491406e-01 7.31904889e-04
1.27846266e-01 -6.09935211e-02 -7.19285686e-02 -1.45950640e-01
1.32914983e-01 -8.89807393e-02]
[ -1.37924482e-01 1.53505233e-01 2.46300901e-01 -5.17006388e-02
2.26628642e-01 1.07328198e-01 -2.31266240e-03 -2.94706904e-01
-1.46230066e-01 -8.16765353e-02]
[ -3.28094477e-01 2.12568445e-01 2.35458850e-02 5.36541569e-03
-3.89893274e-02 -1.85397985e-01 -1.67473303e-01 2.33623378e-01
-7.54889530e-02 1.33624648e-01]
[ 1.39663580e-01 1.24095895e-01 -2.45648961e-01 -1.08827747e-01
1.03245768e-01 -2.80424142e-01 -1.74644418e-03 -1.64786503e-01
-1.70783004e-02 -1.99340368e-01]
[ 2.23172556e-01 -7.80890532e-02 6.97550785e-02 -5.46541801e-03
-8.59406028e-02 -3.96726467e-02 -9.50026106e-02 -1.38746130e-01
1.18849862e-01 -1.47569739e-01]
[ -1.03417082e-01 5.87359586e-03 1.19457448e-01 1.15973733e-01
-6.92480851e-02 -1.08599248e-01 2.14224960e-01 -7.38485387e-02
1.87980027e-01 2.50252371e-03]
[ 2.06773275e-02 -8.46341955e-02 2.15935444e-01 -2.21954830e-01
4.54497263e-02 1.11275659e-01 -4.34155216e-02 -1.09676770e-01
3.21088586e-02 2.68341661e-01]]
[[ 0.1347788 ]
[ 0.47342839]
[ 0.14984493]
[ 0.12758676]
[-0.78874275]
[-0.17693792]
[-0.57800075]
[-0.1175554 ]
[ 0.043781 ]
[ 0.3180662 ]]
Progress: 1.6% ... Training loss: 0.747 ... Validation loss: 1.297[[ 0.06978101 0.1301383 -0.18288919 0.0101819 -0.47358211 0.01324119
0.01832766 0.15454277 -0.16337187 0.08864626]
[ 0.02282521 0.20181269 -0.01513531 0.04884542 0.06202965 -0.0104078
0.2694966 0.04067604 0.14490606 -0.01439138]
[ 0.19894191 0.40013733 0.01676577 0.17274821 -0.18537598 -0.06370594
-0.60105841 -0.01655223 0.14147539 0.40013714]
[-0.02282376 -0.34020731 -0.22563838 -0.03298325 0.33599121 0.15968712
0.21117017 0.03755461 -0.00732039 0.03235388]
[-0.00991094 0.2203924 -0.15720173 0.04423804 0.08046581 -0.17070295
-0.03092925 -0.11440732 -0.20887183 0.06447451]
[-0.36076415 -0.26316747 -0.29162493 0.11832302 0.18488081 0.06925141
-0.01184296 -0.03168174 -0.03212582 0.01942676]
[ 0.0006317 -0.08249982 0.01241186 0.11490446 -0.25964048 -0.07483213
0.11039682 -0.18513476 0.18784187 0.06955551]
[ 0.14419822 -0.05611096 0.05138368 -0.03077169 -0.03483889 -0.06597043
-0.15249688 0.11916345 0.08473361 0.05766157]
[-0.16122563 -0.0310818 -0.3084176 -0.0026897 -0.10113318 0.07460435
-0.28076024 -0.01998667 0.27790117 -0.10453988]
[ 0.03947109 -0.14322685 0.07817476 0.00444715 0.01505148 -0.08436441
-0.09017783 -0.09026031 -0.04069508 0.15963193]
[-0.08065146 0.13402826 -0.00551475 -0.16269475 -0.0152401 0.03809127
0.05761679 -0.09554008 -0.02353399 -0.12824547]
[-0.04360992 0.16951057 -0.03695828 0.07289552 0.06080379 0.06296149
-0.21105424 -0.01797985 -0.10586519 -0.09968719]
[-0.15552624 0.00744339 0.06267519 0.0238846 -0.17757554 -0.22052817
-0.1821667 -0.19691155 0.08886571 0.17654103]
[-0.20259494 -0.08010882 0.12679761 0.28120215 -0.18074997 -0.08743551
-0.17417425 -0.2552864 -0.20104596 0.02997766]
[ 0.1086124 -0.03427192 -0.02150539 0.09922862 0.01159656 -0.07251864
0.10029652 0.00521524 0.01531365 0.01095508]
[ 0.00571278 -0.10287107 -0.22839555 0.10747044 0.04784775 0.11443199
-0.0130322 -0.01447959 -0.12674675 -0.04983426]
[-0.12654672 -0.03831228 -0.20542967 0.15219062 -0.07461091 0.13554591
0.00313708 -0.25034137 0.06033914 -0.20167699]
[-0.08190143 -0.0550246 0.26946206 0.08906278 0.12552056 -0.05293952
-0.12186483 0.12490316 0.06076411 0.02332613]
[ 0.09130535 0.14099875 0.11156112 0.14499565 -0.16611466 -0.05424291
0.10615975 0.11464492 -0.0011674 0.01312208]
[ 0.03087563 -0.05845583 -0.27199652 -0.01509003 0.10654274 -0.11430424
0.07848349 0.15846602 0.12587477 0.01831146]
[ 0.05741895 0.06325717 -0.11654494 0.04581758 -0.14301258 0.32463534
0.19856721 0.20516401 -0.16780947 -0.03678281]
[-0.00753833 -0.05535304 0.10799792 0.09102813 0.02160768 0.12582724
-0.19914832 -0.03220001 0.19745705 0.06750237]
[ 0.09548654 0.04975951 -0.05872153 -0.12020737 -0.06793764 -0.31890162
0.13350918 0.01197422 0.13259418 0.07016005]
[-0.09776643 0.02351354 -0.01461832 0.02322693 0.01335148 -0.20200984
-0.09149803 -0.01927072 0.01480766 0.13090683]
[-0.13027698 -0.01218103 -0.1907482 0.01541591 -0.30759303 -0.00982315
-0.05905201 -0.02168377 0.01889342 0.08576548]
[ 0.07116407 0.23560354 -0.0164276 0.00851412 0.0492821 0.20582754
0.20368862 0.10424231 -0.08330387 -0.20027548]
[ 0.10514695 0.01278136 0.04090159 0.09078517 0.08295307 0.0161407
0.09455161 0.08045743 0.14515755 -0.17086822]
[ 0.11978944 -0.07224972 0.02162544 0.03710424 0.15898062 -0.05379404
0.09681394 0.03677055 -0.25878019 -0.03002972]
[-0.03208957 -0.18283532 0.06862072 -0.02117339 0.13310073 -0.18230823
0.16605298 -0.09421868 0.06207183 0.29122093]
[-0.16631755 -0.01488743 0.12487205 0.10889159 0.38282488 0.05965018
0.00418808 0.03617734 0.02261633 0.05968819]
[-0.03726582 0.18730655 0.34080914 -0.02382666 -0.09572921 -0.1521955
0.160376 0.00149916 -0.0964378 0.22818365]
[-0.04183151 0.03605338 -0.13365857 0.01413107 0.09319622 -0.28275024
-0.09852479 0.16504365 0.07343552 0.01675137]
[ 0.06173991 0.08345268 0.13245294 -0.1603121 0.18243929 0.09232969
0.0286583 0.29328223 0.02558274 0.07931542]
[ 0.20302579 -0.10244818 -0.16983033 0.12683174 -0.30718416 -0.17855287
-0.006679 0.19862862 0.24703953 -0.29256321]
[ 0.03324017 0.10289257 0.2421316 0.23280817 0.01826121 -0.17954582
-0.11844155 -0.12804131 -0.15110845 -0.31037499]
[ 0.05695376 0.03979354 -0.09890158 -0.00816027 0.09791652 0.02094223
-0.10035437 -0.1858981 0.06891169 0.25964853]
[-0.00958776 -0.08143034 -0.06961256 -0.06517557 0.03523689 -0.16794174
0.11969179 0.00960844 0.02672305 -0.0040313 ]
[-0.00166882 -0.02633381 0.22915874 0.03256552 -0.08904044 -0.11171694
0.21473893 0.04224378 -0.2166631 0.06597773]
[ 0.03679571 -0.0688205 0.09185682 -0.04198289 -0.08499657 0.09109621
0.17466685 -0.27085924 -0.05451319 -0.137934 ]
[-0.03333198 0.01725306 0.07590863 -0.06258529 0.06846833 0.19346511
0.16536321 0.11711823 -0.04635617 0.14991987]
[ 0.23068827 0.07394093 0.03498038 0.09485368 0.00317671 -0.02761674
-0.17497706 0.14700161 -0.04380929 0.00129209]
[-0.04959711 -0.2699001 -0.03411002 -0.08493527 -0.00462293 -0.06104299
0.05435233 0.04879912 0.0301293 0.0572378 ]
[-0.19347434 0.04215978 -0.01503651 0.1052315 -0.15053268 -0.15666331
-0.10038497 -0.05101694 0.05119801 -0.02042378]
[-0.02868627 0.0366733 -0.06284069 0.14241302 0.07832867 0.06826955
0.09874249 0.17459338 -0.00825683 0.18599726]
[ 0.17344632 0.05466147 0.19175737 0.01655516 0.03184585 0.14983162
0.06162112 0.17332163 0.14591854 -0.07392777]
[-0.11318062 0.10463308 0.21858732 -0.04114182 0.15965348 0.16057379
0.02779479 -0.01081206 -0.07550305 -0.01461553]
[-0.10391066 -0.02546881 0.021482 0.07989749 -0.00876632 0.12226287
0.27907886 0.02104701 -0.28497369 -0.10584877]
[-0.16811513 0.12931144 -0.06392699 -0.2752062 -0.05880854 0.08451995
-0.05766878 0.09887956 -0.15860916 0.11433121]
[ 0.11163554 -0.07057124 -0.06904954 -0.02370039 -0.10557357 -0.04273511
-0.14507921 0.14430821 -0.0646768 -0.05025634]
[ 0.15371116 -0.11383769 -0.13752299 0.00067629 0.12855005 -0.06090027
-0.07169449 -0.14589896 0.13290309 -0.08905337]
[-0.13716897 0.15578802 0.24709997 -0.0510008 0.22248857 0.1063287
-0.00537077 -0.29536862 -0.14598387 -0.07994682]
[-0.32776959 0.21357847 0.02391129 0.00567691 -0.04029996 -0.18582445
-0.16867376 0.23333618 -0.07538596 0.1343588 ]
[ 0.13967485 0.12422648 -0.24562119 -0.10879658 0.10307165 -0.28047333
-0.00193562 -0.16482122 -0.01706831 -0.19931694]
[ 0.22311779 -0.07822926 0.06968603 -0.00552033 -0.08540879 -0.03958681
-0.09471558 -0.13870176 0.11883304 -0.14772132]
[-0.10283419 0.00765008 0.12007103 0.11650611 -0.07205619 -0.10935196
0.21189279 -0.07435047 0.18815579 0.00384337]
[ 0.0206937 -0.08458756 0.21593014 -0.22194745 0.04545759 0.11125411
-0.04337241 -0.1096867 0.03211235 0.26830359]]
[[ 0.16004359]
[ 0.50455256]
[ 0.17780708]
[ 0.15358669]
[-0.77886907]
[-0.15422256]
[-0.56025476]
[-0.09269482]
[ 0.07273466]
[ 0.34477671]]
Progress: 1.7% ... Training loss: 0.728 ... Validation loss: 1.200[[ 0.07137607 0.13452375 -0.18112389 0.01171324 -0.47940699 0.0117324
0.01377361 0.15359409 -0.16263828 0.09184829]
[ 0.02274073 0.20155005 -0.01523495 0.04875762 0.0624687 -0.0103282
0.26983452 0.04072445 0.14487787 -0.01459247]
[ 0.2004179 0.40399306 0.01835446 0.17412251 -0.19024747 -0.06505367
-0.60493783 -0.01741082 0.14211858 0.40281934]
[-0.02501368 -0.34611478 -0.22801823 -0.0350862 0.34419172 0.16176825
0.21765022 0.03883505 -0.00831894 0.02806984]
[-0.00861172 0.22397869 -0.15578744 0.04550703 0.07443594 -0.17197057
-0.03462597 -0.11518014 -0.20825558 0.06711087]
[-0.36080734 -0.26341961 -0.29167926 0.11825714 0.18516761 0.0692894
-0.01156139 -0.03165935 -0.03213086 0.01931654]
[ 0.00079199 -0.08192449 0.01260257 0.11505402 -0.25975276 -0.07502029
0.10984769 -0.18522279 0.18791745 0.06982479]
[ 0.14367453 -0.05788636 0.05076111 -0.03129806 -0.03187063 -0.06545393
-0.15062869 0.11947256 0.08449802 0.05648467]
[-0.16067134 -0.02974417 -0.30781809 -0.00217696 -0.10293115 0.07414954
-0.28190669 -0.02030123 0.27813219 -0.10343829]
[ 0.04009481 -0.14175292 0.07883227 0.0050047 0.01381089 -0.08493886
-0.09139137 -0.09063424 -0.04040834 0.16073153]
[-0.08105647 0.13266307 -0.00599463 -0.16310964 -0.01294984 0.03850589
0.05904954 -0.0952806 -0.02372235 -0.12911911]
[-0.04368094 0.16928725 -0.03702259 0.07282291 0.06109893 0.06303284
-0.21081927 -0.01793649 -0.10589761 -0.09982939]
[-0.15552624 0.00744339 0.06267519 0.0238846 -0.17757554 -0.22052817
-0.1821667 -0.19691155 0.08886571 0.17654103]
[-0.20285303 -0.08091783 0.12648003 0.28093236 -0.17939617 -0.08716908
-0.17324865 -0.2551314 -0.20115708 0.02941251]
[ 0.10848023 -0.03473112 -0.02164707 0.09910053 0.01220033 -0.07240031
0.10075021 0.00529609 0.01526306 0.01070318]
[ 0.00622841 -0.10132953 -0.22781523 0.10796525 0.04539915 0.11391783
-0.01471564 -0.01479058 -0.12651619 -0.04876833]
[-0.12629758 -0.03760871 -0.20515814 0.15242036 -0.07544128 0.13531681
0.00231854 -0.25046946 0.06044931 -0.20116953]
[-0.08206823 -0.05544759 0.26928188 0.08888936 0.12639284 -0.052796
-0.1213098 0.12500146 0.06069283 0.02289226]
[ 0.09104311 0.14022485 0.11128832 0.14475405 -0.1645821 -0.05400914
0.10704959 0.11478524 -0.00128421 0.0125969 ]
[ 0.03055969 -0.05954721 -0.27238798 -0.01542973 0.10820513 -0.11397559
0.079584 0.15866812 0.12572505 0.01762236]
[ 0.05753481 0.06357 -0.11641013 0.04595418 -0.14335964 0.32450599
0.198179 0.20507832 -0.16774745 -0.0365498 ]
[-0.00731662 -0.05485039 0.10822578 0.09122707 0.0208755 0.12564814
-0.19932586 -0.03232075 0.19755595 0.06790245]
[ 0.09577991 0.05054011 -0.05838775 -0.1199335 -0.06879894 -0.31914103
0.13270152 0.01180478 0.1327131 0.07074383]
[-0.09780544 0.02338381 -0.01466393 0.02318669 0.01354876 -0.20197062
-0.09135896 -0.01924653 0.01478893 0.13081906]
[-0.13035074 -0.01245059 -0.19083389 0.01534482 -0.30725078 -0.00975043
-0.0587862 -0.02164068 0.01885706 0.08561192]
[ 0.0709262 0.23486363 -0.01668173 0.0082732 0.0503825 0.20606424
0.20443833 0.10438723 -0.08341315 -0.20073684]
[ 0.10490312 0.01201479 0.04062086 0.09054219 0.0841565 0.01638543
0.09538286 0.08060311 0.14505062 -0.1713869 ]
[ 0.11920705 -0.07406666 0.02093421 0.03650645 0.16198982 -0.05320484
0.09887465 0.03712652 -0.25904807 -0.03134777]
[-0.03227309 -0.18343751 0.06840399 -0.02136271 0.13404861 -0.18212258
0.16671102 -0.09410444 0.06198872 0.29083255]
[-0.16669868 -0.0160086 0.12444903 0.10853051 0.38463751 0.06000892
0.00544247 0.03639236 0.02244441 0.05891184]
[-0.0373341 0.18709724 0.34073862 -0.0238921 -0.09539709 -0.15213068
0.16061509 0.00153872 -0.09646884 0.2280442 ]
[-0.04196529 0.03562201 -0.13381489 0.01399636 0.09387172 -0.28261681
-0.09804465 0.16512255 0.07337313 0.0164609 ]
[ 0.0617826 0.08351375 0.13251704 -0.16026046 0.1821311 0.09227098
0.02857317 0.29325698 0.02560804 0.07944806]
[ 0.20301455 -0.1024995 -0.16984928 0.12681119 -0.30711098 -0.17853443
-0.00662376 0.19863942 0.24703226 -0.29259163]
[ 0.03319879 0.10276421 0.24209712 0.23277769 0.0184414 -0.17951374
-0.11833071 -0.12801932 -0.1511251 -0.31046263]
[ 0.05684868 0.03950256 -0.0990143 -0.00826398 0.09840876 0.02104645
-0.1000389 -0.18583634 0.06886303 0.25944439]
[-0.00963157 -0.08157811 -0.06967001 -0.06522458 0.03547985 -0.1678999
0.11985387 0.00963817 0.02670191 -0.00415605]
[-0.00153523 -0.02595711 0.2293057 0.03270692 -0.08942482 -0.11186223
0.21433042 0.04215916 -0.21659672 0.06620101]
[ 0.03674512 -0.06899557 0.09179335 -0.04203497 -0.08477664 0.09114732
0.17489085 -0.27082872 -0.05453761 -0.13806686]
[-0.03306599 0.01813212 0.07621564 -0.0623161 0.06731601 0.19320002
0.16437247 0.11695734 -0.04623196 0.15048023]
[ 0.2307017 0.07399734 0.03500738 0.09487181 0.00318616 -0.02764546
-0.17502069 0.14698475 -0.04379599 0.00133295]
[-0.04939507 -0.2693711 -0.03388281 -0.08473828 -0.00527277 -0.06123519
0.05371853 0.04868958 0.0302219 0.05764996]
[-0.19272676 0.04414899 -0.0142165 0.10594451 -0.15325793 -0.1573213
-0.10227725 -0.05145284 0.05152381 -0.01889315]
[-0.02806316 0.03853722 -0.06215855 0.14299075 0.07548028 0.06765959
0.09675001 0.17422459 -0.00797971 0.18720744]
[ 0.17361865 0.05519862 0.19195205 0.01672658 0.03097949 0.14965893
0.06106401 0.17321747 0.14599562 -0.07355431]
[-0.11313633 0.10477173 0.21863884 -0.04109696 0.15945247 0.16053118
0.02765487 -0.01083879 -0.07548319 -0.01451631]
[-0.10375741 -0.02498939 0.02165471 0.08004627 -0.00946209 0.12211166
0.27852493 0.02095603 -0.28490334 -0.10551345]
[-0.16817003 0.12912259 -0.06399208 -0.27526195 -0.05850197 0.08457475
-0.05746749 0.09891237 -0.15863135 0.11420934]
[ 0.11152272 -0.07092662 -0.06918476 -0.02381966 -0.10500295 -0.04261485
-0.14466978 0.14437893 -0.06472994 -0.05049827]
[ 0.15381248 -0.11343744 -0.13738031 0.00078623 0.12826757 -0.06100574
-0.07206881 -0.1459687 0.1329552 -0.08883924]
[-0.13743792 0.1549586 0.24679154 -0.05127015 0.22382364 0.10659106
-0.00440555 -0.2952141 -0.14609556 -0.08053476]
[-0.32767501 0.21375762 0.02401953 0.00576484 -0.04076029 -0.18592836
-0.16892091 0.23326975 -0.0753477 0.13456518]
[ 0.13953028 0.12350562 -0.24582097 -0.10898215 0.10425693 -0.28029999
-0.00103088 -0.16471466 -0.01713318 -0.19964306]
[ 0.22295217 -0.07873761 0.06947779 -0.00570491 -0.08452752 -0.03941304
-0.09411846 -0.13858983 0.11875451 -0.14809135]
[-0.10230213 0.00920112 0.120682 0.11701998 -0.0739064 -0.10984617
0.21028626 -0.07467194 0.18838534 0.00489467]
[ 0.02069257 -0.08477395 0.21589802 -0.22194966 0.0459938 0.11125976
-0.04315732 -0.10967317 0.03211348 0.26819962]]
[[ 0.16210645]
[ 0.51587817]
[ 0.17751063]
[ 0.15898998]
[-0.78969822]
[-0.15567146]
[-0.56653885]
[-0.09111216]
[ 0.07445766]
[ 0.35227557]]
Progress: 1.8% ... Training loss: 0.722 ... Validation loss: 1.189[[ 7.14458515e-02 1.34702700e-01 -1.81031059e-01 1.17936224e-02
-4.79264877e-01 1.16464416e-02 1.38568503e-02 1.53540035e-01
-1.62588047e-01 9.18489352e-02]
[ 2.25553294e-02 2.00918990e-01 -1.54456417e-02 4.85635273e-02
6.34461949e-02 -1.01461449e-02 2.70502487e-01 4.08331123e-02
1.44787833e-01 -1.49946208e-02]
[ 2.02482190e-01 4.09946812e-01 2.07062883e-02 1.76239655e-01
-1.99796790e-01 -6.71304551e-02 -6.11542365e-01 -1.86208571e-02
1.43100872e-01 4.07093594e-01]
[ -2.66789873e-02 -3.50649022e-01 -2.29648979e-01 -3.66295168e-02
3.51093795e-01 1.63307674e-01 2.22861769e-01 3.97540667e-02
-9.03322320e-03 2.45819649e-02]
[ -7.22706857e-03 2.27609025e-01 -1.54265465e-01 4.68221798e-02
6.74853163e-02 -1.73307889e-01 -3.88498581e-02 -1.15960891e-01
-2.07634114e-01 6.99675338e-02]
[ -3.61080136e-01 -2.64281555e-01 -2.92033603e-01 1.17921478e-01
1.86843020e-01 6.96124148e-02 -1.04210678e-02 -3.14846798e-02
-3.22686117e-02 1.86242477e-02]
[ 6.71357036e-05 -8.41394080e-02 1.18211890e-02 1.14356691e-01
-2.55920626e-01 -7.43251001e-02 1.12296164e-01 -1.84836497e-01
1.87589799e-01 6.82503013e-02]
[ 1.43763541e-01 -5.75415344e-02 5.08935206e-02 -3.11874758e-02
-3.24140435e-02 -6.55801301e-02 -1.50950629e-01 1.19415318e-01
8.45547301e-02 5.66481148e-02]
[ -1.61306574e-01 -3.15265681e-02 -3.08474305e-01 -2.79686843e-03
-9.98511888e-02 7.47605852e-02 -2.79739991e-01 -1.99375791e-02
2.77856225e-01 -1.04798524e-01]
[ 3.94488278e-02 -1.43466521e-01 7.81327517e-02 4.35390180e-03
1.75922532e-02 -8.43101857e-02 -8.89625986e-02 -9.02769898e-02
-4.06933408e-02 1.59190229e-01]
[ -8.16723892e-02 1.30710470e-01 -6.67228465e-03 -1.63730872e-01
-1.00061843e-02 3.91148645e-02 6.11369245e-02 -9.49268286e-02
-2.39998995e-02 -1.30469539e-01]
[ -4.39629086e-02 1.68439011e-01 -3.73049494e-02 7.25526180e-02
6.24180106e-02 6.32982501e-02 -2.09901869e-01 -1.77801416e-02
-1.06019706e-01 -1.00401230e-01]
[ -1.55526240e-01 7.44339350e-03 6.26751934e-02 2.38845963e-02
-1.77575545e-01 -2.20528165e-01 -1.82166703e-01 -1.96911553e-01
8.88657078e-02 1.76541033e-01]
[ -2.03111399e-01 -8.16845163e-02 1.26173654e-01 2.80655212e-01
-1.78071770e-01 -8.69033193e-02 -1.72397968e-01 -2.54978012e-01
-2.01276679e-01 2.88480345e-02]
[ 1.08201615e-01 -3.55148990e-02 -2.19701513e-02 9.88079531e-02
1.36135861e-02 -7.21121891e-02 1.01642416e-01 5.46534337e-03
1.51262764e-02 1.00783092e-02]
[ 6.35883765e-03 -1.01069186e-01 -2.27682341e-01 1.08072523e-01
4.49253705e-02 1.13805941e-01 -1.49096224e-02 -1.48647507e-02
-1.26456373e-01 -4.85481907e-02]
[ -1.26619258e-01 -3.86425934e-02 -2.05499561e-01 1.52099251e-01
-7.38152702e-02 1.35625192e-01 3.41207519e-03 -2.50303767e-01
6.03036751e-02 -2.01849988e-01]
[ -8.21893336e-02 -5.58125031e-02 2.69145268e-01 8.87692991e-02
1.27003520e-01 -5.26794366e-02 -1.20876404e-01 1.25071480e-01
6.06379538e-02 2.26210192e-02]
[ 9.09233098e-02 1.39907554e-01 1.11160103e-01 1.44659304e-01
-1.63741454e-01 -5.38916163e-02 1.07445331e-01 1.14842963e-01
-1.33664009e-03 1.23285986e-02]
[ 3.03737515e-02 -6.01905290e-02 -2.72604282e-01 -1.56370541e-02
1.09189845e-01 -1.13796696e-01 8.01752278e-02 1.58788576e-01
1.25633313e-01 1.71852983e-02]
[ 5.76606259e-02 6.40474242e-02 -1.16234999e-01 4.61175442e-02
-1.44098913e-01 3.24351042e-01 1.97708824e-01 2.04987187e-01
-1.67672689e-01 -3.62027506e-02]
[ -7.45319498e-03 -5.52037650e-02 1.08100086e-01 9.11020942e-02
2.14493225e-02 1.25762032e-01 -1.98805992e-01 -3.22463363e-02
1.97513052e-01 6.75468201e-02]
[ 9.57789460e-02 5.05842308e-02 -5.83774314e-02 -1.19928681e-01
-6.87616581e-02 -3.19133174e-01 1.32740368e-01 1.18099636e-02
1.32714969e-01 7.07454532e-02]
[ -9.80585903e-02 2.26873699e-02 -1.49396889e-02 2.29358874e-02
1.47669339e-02 -2.01724122e-01 -9.05235972e-02 -1.91025301e-02
1.46723632e-02 1.30261477e-01]
[ -1.30474660e-01 -1.27872208e-02 -1.90958290e-01 1.52157918e-02
-3.06622619e-01 -9.62403652e-03 -5.83393504e-02 -2.15681204e-02
1.87964867e-02 8.53391665e-02]
[ 7.06516913e-02 2.33975864e-01 -1.69799746e-02 7.99879035e-03
5.17173417e-02 2.06332265e-01 2.05356472e-01 1.04538296e-01
-8.35384730e-02 -2.01290630e-01]
[ 1.04774397e-01 1.16768385e-02 4.04862916e-02 9.04136298e-02
8.47477749e-02 1.65053379e-02 9.58080844e-02 8.06764417e-02
1.44995594e-01 -1.71662356e-01]
[ 1.18757762e-01 -7.54400195e-02 2.04242540e-02 3.60551598e-02
1.64206805e-01 -5.27656107e-02 1.00324228e-01 3.73834962e-02
-2.59256013e-01 -3.22966700e-02]
[ -3.27314042e-02 -1.84835310e-01 6.78902084e-02 -2.18287315e-02
1.36306305e-01 -1.81670356e-01 1.68334626e-01 -9.38364099e-02
6.17765597e-02 2.89862954e-01]
[ -1.67172904e-01 -1.74377488e-02 1.23940489e-01 1.08077395e-01
3.86822166e-01 6.04616913e-02 7.04830269e-03 3.66565349e-02
2.22340283e-02 5.78963950e-02]
[ -3.76225948e-02 1.86273429e-01 3.40420320e-01 -2.41735880e-02
-9.39996842e-02 -1.51858629e-01 1.61529570e-01 1.70356332e-03
-9.65998566e-02 2.27407607e-01]
[ -4.22482439e-02 3.47714577e-02 -1.34123070e-01 1.37099446e-02
9.52475256e-02 -2.82343524e-01 -9.70739723e-02 1.65283072e-01
7.32431408e-02 1.58353835e-02]
[ 6.17777472e-02 8.35709782e-02 1.32512610e-01 -1.60273256e-01
1.82063567e-01 9.22778885e-02 2.85525621e-02 2.93265003e-01
2.56046679e-02 7.94070002e-02]
[ 2.03103291e-01 -1.02137143e-01 -1.69737419e-01 1.26904843e-01
-3.07477217e-01 -1.78614781e-01 -6.98576751e-03 1.98583525e-01
2.47073988e-01 -2.92363493e-01]
[ 3.32521120e-02 1.02927785e-01 2.42154248e-01 2.32828541e-01
1.81812317e-02 -1.79565075e-01 -1.18511602e-01 -1.28048722e-01
-1.51101673e-01 -3.10349114e-01]
[ 5.68967797e-02 3.96442249e-02 -9.89489866e-02 -8.21261631e-03
9.81604676e-02 2.09976775e-02 -1.00094545e-01 -1.85869054e-01
6.88879284e-02 2.59455856e-01]
[ -9.63203202e-03 -8.15282015e-02 -6.96844363e-02 -6.52194111e-02
3.57230921e-02 -1.67910593e-01 1.19839458e-01 9.63346083e-03
2.67012931e-02 -4.18707341e-03]
[ -1.63467512e-03 -2.62896641e-02 2.29191427e-01 3.26056390e-02
-8.89199801e-02 -1.11767471e-01 2.14698776e-01 4.22148404e-02
-2.16639364e-01 6.59710172e-02]
[ 3.67370599e-02 -6.90393060e-02 9.17885197e-02 -4.20514929e-02
-8.46877944e-02 9.11709955e-02 1.74963828e-01 -2.70813935e-01
-5.45464504e-02 -1.38093567e-01]
[ -3.32192931e-02 1.76633096e-02 7.60427536e-02 -6.24735440e-02
6.80624175e-02 1.93349651e-01 1.64867615e-01 1.17047252e-01
-4.63046658e-02 1.50153323e-01]
[ 2.30640519e-01 7.38043923e-02 3.49403631e-02 9.48157382e-02
3.41167782e-03 -2.75933661e-02 -1.74814200e-01 1.47018960e-01
-4.38203135e-02 1.18552008e-03]
[ -4.93113173e-02 -2.69124741e-01 -3.37978441e-02 -8.46572013e-02
-5.64300698e-03 -6.13108012e-02 5.34755556e-02 4.86439969e-02
3.02568761e-02 5.78186828e-02]
[ -1.92423396e-01 4.50742341e-02 -1.38784533e-02 1.06237539e-01
-1.54641338e-01 -1.57600723e-01 -1.03240169e-01 -5.16236111e-02
5.16679420e-02 -1.82281765e-02]
[ -2.78741318e-02 3.90051389e-02 -6.19596328e-02 1.43156262e-01
7.47249455e-02 6.74838003e-02 9.62884514e-02 1.74117354e-01
-7.89652853e-03 1.87519810e-01]
[ 1.73949918e-01 5.62563890e-02 1.92342707e-01 1.70802624e-02
2.94773897e-02 1.49310071e-01 5.98797327e-02 1.73015839e-01
1.46161826e-01 -7.27907434e-02]
[ -1.12960237e-01 1.05368014e-01 2.18845790e-01 -4.09136413e-02
1.58621161e-01 1.60358768e-01 2.70641395e-02 -1.09422613e-02
-7.53981196e-02 -1.41259672e-02]
[ -1.03589836e-01 -2.44816165e-02 2.18437311e-02 8.02207264e-02
-1.02785221e-02 1.21948274e-01 2.77958153e-01 2.08566198e-02
-2.84821976e-01 -1.05137594e-01]
[ -1.68260239e-01 1.28851466e-01 -6.40815999e-02 -2.75349787e-01
-5.80513359e-02 8.46625045e-02 -5.71731065e-02 9.89628833e-02
-1.58673071e-01 1.14006886e-01]
[ 1.11311628e-01 -7.16075749e-02 -6.94281593e-02 -2.40408547e-02
-1.03975924e-01 -4.23974860e-02 -1.43938312e-01 1.44505059e-01
-6.48335211e-02 -5.09599153e-02]
[ 1.53470190e-01 -1.14339634e-01 -1.37757342e-01 4.35936462e-04
1.29922992e-01 -6.06570013e-02 -7.08563202e-02 -1.45763104e-01
1.32796516e-01 -8.95644906e-02]
[ -1.37663066e-01 1.54281929e-01 2.46545395e-01 -5.14953184e-02
2.24939490e-01 1.06816575e-01 -3.61883464e-03 -2.95085311e-01
-1.46202495e-01 -8.10679492e-02]
[ -3.27482276e-01 2.14252721e-01 2.42187848e-02 5.91619409e-03
-4.15396900e-02 -1.86096368e-01 -1.69342394e-01 2.33167246e-01
-7.52650267e-02 1.34851086e-01]
[ 1.39362720e-01 1.23107148e-01 -2.45917077e-01 -1.09109922e-01
1.05042728e-01 -2.80179947e-01 -5.78605950e-04 -1.64649174e-01
-1.71912052e-02 -1.99883318e-01]
[ 2.22498682e-01 -8.01454690e-02 6.89570353e-02 -6.17304833e-03
-8.22667039e-02 -3.89692053e-02 -9.26384214e-02 -1.38322372e-01
1.18551753e-01 -1.49053790e-01]
[ -1.02960428e-01 7.13984029e-03 1.19956254e-01 1.16378758e-01
-7.06641792e-02 -1.09206469e-01 2.12515171e-01 -7.43045688e-02
1.88093570e-01 3.51203188e-03]
[ 2.08027522e-02 -8.43370104e-02 2.16005019e-01 -2.21830722e-01
4.57571856e-02 1.11152990e-01 -4.34627067e-02 -1.09737990e-01
3.21643260e-02 2.68293934e-01]]
[[ 0.14704842]
[ 0.50817146]
[ 0.15986498]
[ 0.14123923]
[-0.81509783]
[-0.1764481 ]
[-0.59644568]
[-0.10798826]
[ 0.05313751]
[ 0.3383287 ]]
Progress: 1.8% ... Training loss: 0.724 ... Validation loss: 1.251[[ 7.31885852e-02 1.38929043e-01 -1.79059867e-01 1.33944572e-02
-4.84426605e-01 9.81900270e-03 9.20306045e-03 1.52284045e-01
-1.61936294e-01 9.51659764e-02]
[ 2.25553294e-02 2.00918990e-01 -1.54456417e-02 4.85635273e-02
6.34461949e-02 -1.01461449e-02 2.70502487e-01 4.08331123e-02
1.44787833e-01 -1.49946208e-02]
[ 2.05421612e-01 4.17484228e-01 2.39932472e-02 1.79044747e-01
-2.12684621e-01 -7.04382681e-02 -6.20532588e-01 -2.08195967e-02
1.44174105e-01 4.13069676e-01]
[ -3.05160696e-02 -3.61042236e-01 -2.33739725e-01 -4.01832491e-02
3.65270269e-01 1.67420776e-01 2.35374429e-01 4.25071664e-02
-1.04178474e-02 1.66228865e-02]
[ -5.05830939e-03 2.32256090e-01 -1.51852381e-01 4.87993787e-02
5.88716913e-02 -1.75488406e-01 -4.47713461e-02 -1.17568399e-01
-2.06845846e-01 7.39938630e-02]
[ -3.61670482e-01 -2.66160054e-01 -2.92673031e-01 1.17292761e-01
1.90604167e-01 7.03758727e-02 -7.88161266e-03 -3.10189870e-02
-3.24826752e-02 1.71839365e-02]
[ 1.04883897e-03 -8.13734658e-02 1.28626296e-02 1.15258444e-01
-2.59239785e-01 -7.54441068e-02 1.08808839e-01 -1.85493517e-01
1.87945140e-01 7.04040193e-02]
[ 1.44655170e-01 -5.55005018e-02 5.19088534e-02 -3.03538675e-02
-3.57292207e-02 -6.64629801e-02 -1.53065336e-01 1.18740415e-01
8.48784058e-02 5.82274771e-02]
[ -1.60666740e-01 -2.93851456e-02 -3.07776278e-01 -2.17633907e-03
-1.03106507e-01 7.40316558e-02 -2.82139118e-01 -2.04103924e-02
2.78082728e-01 -1.03402023e-01]
[ 4.11565790e-02 -1.38694029e-01 7.99940851e-02 5.88748094e-03
1.18806016e-02 -8.60252260e-02 -9.37488393e-02 -9.14751615e-02
-4.00727382e-02 1.62447035e-01]
[ -8.14124351e-02 1.31137713e-01 -6.37165970e-03 -1.63492594e-01
-1.06502605e-02 3.88042390e-02 6.02803955e-02 -9.51039733e-02
-2.39100356e-02 -1.29940023e-01]
[ -4.40077947e-02 1.68309174e-01 -3.73515352e-02 7.25079353e-02
6.26452308e-02 6.33565877e-02 -2.09720804e-01 -1.77438690e-02
-1.06038716e-01 -1.00498282e-01]
[ -1.55526240e-01 7.44339350e-03 6.26751934e-02 2.38845963e-02
-1.77575545e-01 -2.20528165e-01 -1.82166703e-01 -1.96911553e-01
8.88657078e-02 1.76541033e-01]
[ -2.03376987e-01 -8.24569464e-02 1.25862667e-01 2.80371179e-01
-1.76479376e-01 -8.65468815e-02 -1.71347675e-01 -2.54765640e-01
-2.01376591e-01 2.82151488e-02]
[ 1.08059762e-01 -3.59861780e-02 -2.21217731e-02 9.86670530e-02
1.44078911e-02 -7.19430195e-02 1.02137201e-01 5.57061501e-03
1.50765657e-02 9.74750295e-03]
[ 6.49000979e-03 -1.00616955e-01 -2.27512137e-01 1.08179116e-01
4.50601920e-02 1.13663271e-01 -1.51407100e-02 -1.49580182e-02
-1.26401732e-01 -4.82776656e-02]
[ -1.26033306e-01 -3.68413922e-02 -2.04889236e-01 1.52641625e-01
-7.57907345e-02 1.34970756e-01 1.28834434e-03 -2.50674837e-01
6.05151409e-02 -2.00529502e-01]
[ -8.20416365e-02 -5.53016316e-02 2.69307911e-01 8.89067687e-02
1.26185827e-01 -5.28504290e-02 -1.21386234e-01 1.24963760e-01
6.06901398e-02 2.29447831e-02]
[ 9.12219941e-02 1.39641504e-01 1.11477166e-01 1.44871383e-01
-1.63849620e-01 -5.40442996e-02 1.07246298e-01 1.14638089e-01
-1.23667539e-03 1.26636894e-02]
[ 3.05854641e-02 -5.96616253e-02 -2.72356961e-01 -1.54332297e-02
1.08284181e-01 -1.14026251e-01 7.95778091e-02 1.58623276e-01
1.25716397e-01 1.76307464e-02]
[ 5.77955064e-02 6.45340108e-02 -1.16073778e-01 4.62663164e-02
-1.44886751e-01 3.24159416e-01 1.97224186e-01 2.04886588e-01
-1.67619436e-01 -3.59085519e-02]
[ -7.07447330e-03 -5.38955330e-02 1.08534040e-01 9.14792727e-02
1.97343282e-02 1.25292408e-01 -1.99903553e-01 -3.25382713e-02
1.97650338e-01 6.82210713e-02]
[ 9.61486523e-02 5.18244001e-02 -5.79699848e-02 -1.19573890e-01
-7.06909379e-02 -3.19528645e-01 1.31271708e-01 1.15422538e-02
1.32840560e-01 7.15725245e-02]
[ -9.80375982e-02 2.27375689e-02 -1.49244117e-02 2.29485633e-02
1.46611839e-02 -2.01742593e-01 -9.05666008e-02 -1.91170798e-02
1.46755577e-02 1.30296120e-01]
[ -1.30423918e-01 -1.25859578e-02 -1.90905764e-01 1.52721401e-02
-3.06927798e-01 -9.69144205e-03 -5.85911704e-02 -2.16077812e-02
1.88168997e-02 8.54666507e-02]
[ 7.03440846e-02 2.33074064e-01 -1.73154097e-02 7.69725425e-03
5.31579144e-02 2.06701371e-01 2.06542871e-01 1.04763443e-01
-8.36463095e-02 -2.01997488e-01]
[ 1.04693252e-01 1.13907719e-02 4.03926797e-02 9.03295881e-02
8.51981021e-02 1.66054991e-02 9.61607581e-02 8.07383465e-02
1.44964699e-01 -1.71861027e-01]
[ 1.18440005e-01 -7.64444517e-02 2.00688163e-02 3.57335205e-02
1.66016020e-01 -5.23705102e-02 1.01565037e-01 3.76298028e-02
-2.59373376e-01 -3.30313494e-02]
[ -3.31695791e-02 -1.86309735e-01 6.74326609e-02 -2.22537102e-02
1.38719181e-01 -1.81147546e-01 1.70080442e-01 -9.35147154e-02
6.16250309e-02 2.88889515e-01]
[ -1.67376835e-01 -1.80818983e-02 1.23705698e-01 1.07870376e-01
3.87961685e-01 6.07171248e-02 7.85867146e-03 3.68124339e-02
2.21597028e-02 5.74157464e-02]
[ -3.79838667e-02 1.85100709e-01 3.40024850e-01 -2.45299501e-02
-9.20146338e-02 -1.51416365e-01 1.62890320e-01 1.97744006e-03
-9.67322605e-02 2.26597425e-01]
[ -4.24270490e-02 3.41508654e-02 -1.34308821e-01 1.35298428e-02
9.62061178e-02 -2.82128843e-01 -9.63681217e-02 1.65422308e-01
7.31774929e-02 1.54075765e-02]
[ 6.18542299e-02 8.38541100e-02 1.32599067e-01 -1.60197937e-01
1.81655299e-01 9.21832461e-02 2.82692762e-02 2.93209017e-01
2.56345623e-02 7.95874779e-02]
[ 2.03254854e-01 -1.01621707e-01 -1.69578318e-01 1.27047393e-01
-3.08271638e-01 -1.78780308e-01 -7.56055940e-03 1.98474410e-01
2.47122854e-01 -2.92034374e-01]
[ 3.33309023e-02 1.03226335e-01 2.42250825e-01 2.32907268e-01
1.77059548e-02 -1.79663016e-01 -1.18846040e-01 -1.28108234e-01
-1.51073925e-01 -3.10159648e-01]
[ 5.69961868e-02 4.00086778e-02 -9.88315587e-02 -8.11045485e-03
9.76485541e-02 2.08717189e-02 -1.00457813e-01 -1.85949063e-01
6.89229278e-02 2.59673279e-01]
[ -9.63702110e-03 -8.15406966e-02 -6.96913035e-02 -6.52257439e-02
3.57536777e-02 -1.67902772e-01 1.19857311e-01 9.63828132e-03
2.66989297e-02 -4.20043679e-03]
[ -1.41153663e-03 -2.55651889e-02 2.29429037e-01 3.28177374e-02
-8.98183196e-02 -1.12030364e-01 2.13928104e-01 4.20500660e-02
-2.16559150e-01 6.64363912e-02]
[ 3.68208488e-02 -6.87734530e-02 9.18654377e-02 -4.19786140e-02
-8.46816433e-02 9.10814348e-02 1.74625521e-01 -2.70852876e-01
-5.45184622e-02 -1.37906069e-01]
[ -3.33270393e-02 1.73922877e-02 7.59179080e-02 -6.25815049e-02
6.85626747e-02 1.93481452e-01 1.65199894e-01 1.17132446e-01
-4.63467756e-02 1.49939765e-01]
[ 2.30731230e-01 7.41447151e-02 3.50584256e-02 9.49187968e-02
2.88088329e-03 -2.77212199e-02 -1.75187594e-01 1.46939286e-01
-4.37842981e-02 1.38957725e-03]
[ -4.91027822e-02 -2.68422923e-01 -3.35693888e-02 -8.44558104e-02
-6.49652464e-03 -6.15590061e-02 5.27734933e-02 4.84852387e-02
3.03320215e-02 5.82344464e-02]
[ -1.90554253e-01 4.99400138e-02 -1.18702335e-02 1.07943498e-01
-1.61687666e-01 -1.59502027e-01 -1.08923372e-01 -5.29563699e-02
5.23343486e-02 -1.43662671e-02]
[ -2.69448724e-02 4.17633982e-02 -6.09469397e-02 1.44049980e-01
7.00325877e-02 6.63530112e-02 9.27972358e-02 1.73427058e-01
-7.55769347e-03 1.89456270e-01]
[ 1.74314553e-01 5.74619574e-02 1.92752671e-01 1.74536125e-02
2.75109195e-02 1.48851539e-01 5.85664447e-02 1.72747414e-01
1.46296337e-01 -7.19434247e-02]
[ -1.12948240e-01 1.05398791e-01 2.18860377e-01 -4.09010321e-02
1.58542049e-01 1.60341912e-01 2.70459543e-02 -1.09536812e-02
-7.53917935e-02 -1.41063545e-02]
[ -1.03569288e-01 -2.44047518e-02 2.18652499e-02 8.02395890e-02
-1.03957353e-02 1.21923032e-01 2.77881235e-01 2.08425923e-02
-2.84814824e-01 -1.05097762e-01]
[ -1.68455765e-01 1.28180658e-01 -6.42924654e-02 -2.75540768e-01
-5.70270697e-02 8.48993481e-02 -5.64215503e-02 9.91088818e-02
-1.58743144e-01 1.13563962e-01]
[ 1.11223403e-01 -7.19104562e-02 -6.94997546e-02 -2.41254101e-02
-1.03487830e-01 -4.22955337e-02 -1.43581342e-01 1.44569633e-01
-6.48616208e-02 -5.11628246e-02]
[ 1.53470322e-01 -1.14320335e-01 -1.37769162e-01 4.15395763e-04
1.29995018e-01 -6.06224560e-02 -7.07619809e-02 -1.45753867e-01
1.32791956e-01 -8.96064743e-02]
[ -1.37654834e-01 1.53886459e-01 2.46569661e-01 -5.15060590e-02
2.25244420e-01 1.06810356e-01 -3.53190083e-03 -2.95091779e-01
-1.46199747e-01 -8.11244783e-02]
[ -3.26774675e-01 2.15904073e-01 2.49703499e-02 6.55844329e-03
-4.37803316e-02 -1.86760401e-01 -1.71328208e-01 2.32652438e-01
-7.50117502e-02 1.36283847e-01]
[ 1.39450655e-01 1.23394666e-01 -2.45777736e-01 -1.09017431e-01
1.04829827e-01 -2.80276035e-01 -9.05296906e-04 -1.64697340e-01
-1.71506020e-02 -1.99613640e-01]
[ 2.22472872e-01 -8.02119601e-02 6.89274559e-02 -6.22520889e-03
-8.18768543e-02 -3.89188891e-02 -9.23408737e-02 -1.38296659e-01
1.18546376e-01 -1.49121991e-01]
[ -1.02307824e-01 9.21809613e-03 1.20673713e-01 1.16982516e-01
-7.35615294e-02 -1.09895092e-01 2.10350253e-01 -7.47787098e-02
1.88318510e-01 4.82556987e-03]
[ 2.12948770e-02 -8.28415769e-02 2.16529161e-01 -2.21358606e-01
4.42127654e-02 1.10555763e-01 -4.49258095e-02 -1.10068402e-01
3.23441521e-02 2.69133943e-01]]
[[ 0.17743781]
[ 0.55428101]
[ 0.18830002]
[ 0.17531573]
[-0.81068935]
[-0.16130428]
[-0.59074946]
[-0.08358518]
[ 0.08369698]
[ 0.37597713]]
Progress: 1.9% ... Training loss: 0.710 ... Validation loss: 1.153[[ 7.41824649e-02 1.41245455e-01 -1.77894608e-01 1.43161057e-02
-4.86673432e-01 8.98762482e-03 7.25966251e-03 1.51792969e-01
-1.61475756e-01 9.65839533e-02]
[ 2.25641472e-02 2.00876838e-01 -1.54536811e-02 4.85604076e-02
6.34725939e-02 -1.01432618e-02 2.70499197e-01 4.08316906e-02
1.44786695e-01 -1.49886947e-02]
[ 2.07785050e-01 4.23489960e-01 2.65702402e-02 1.81312977e-01
-2.20308534e-01 -7.24880620e-02 -6.26336426e-01 -2.19443881e-02
1.45257771e-01 4.17056606e-01]
[ -3.33906235e-02 -3.68955719e-01 -2.36719897e-01 -4.29810432e-02
3.75755287e-01 1.69933886e-01 2.44164128e-01 4.39124682e-02
-1.17861465e-02 1.09190823e-02]
[ -5.65147654e-03 2.29765323e-01 -1.52542301e-01 4.80752134e-02
6.22203431e-02 -1.74798777e-01 -4.25905568e-02 -1.17288059e-01
-2.07077688e-01 7.24077685e-02]
[ -3.62101611e-01 -2.67550898e-01 -2.93175567e-01 1.16802350e-01
1.92945861e-01 7.07970144e-02 -6.41296041e-03 -3.08124084e-02
-3.26822749e-02 1.61479485e-02]
[ 1.52209940e-03 -8.03409562e-02 1.34200152e-02 1.15676611e-01
-2.60175384e-01 -7.58459667e-02 1.07682503e-01 -1.85755321e-01
1.88185092e-01 7.11749274e-02]
[ 1.44152704e-01 -5.74400427e-02 5.13200946e-02 -3.09408776e-02
-3.25598536e-02 -6.59347053e-02 -1.50651695e-01 1.19008203e-01
8.46190562e-02 5.66646952e-02]
[ -1.60437786e-01 -2.87254620e-02 -3.07505037e-01 -1.93987354e-03
-1.03965051e-01 7.38250040e-02 -2.82735123e-01 -2.05148602e-02
2.78163270e-01 -1.02941488e-01]
[ 4.16993798e-02 -1.37945122e-01 8.05470043e-02 6.25604553e-03
1.17994388e-02 -8.63754080e-02 -9.42790546e-02 -9.17213945e-02
-3.98334300e-02 1.62813864e-01]
[ -8.19226981e-02 1.29517693e-01 -6.92562091e-03 -1.64014331e-01
-8.01958771e-03 3.92537443e-02 6.21112884e-02 -9.48756217e-02
-2.41626070e-02 -1.31109962e-01]
[ -4.42717122e-02 1.67542096e-01 -3.76131622e-02 7.22383189e-02
6.38126388e-02 6.35981691e-02 -2.08861528e-01 -1.76178930e-02
-1.06163908e-01 -1.01062497e-01]
[ -1.55526240e-01 7.44339350e-03 6.26751934e-02 2.38845963e-02
-1.77575545e-01 -2.20528165e-01 -1.82166703e-01 -1.96911553e-01
8.88657078e-02 1.76541033e-01]
[ -2.03635307e-01 -8.33490161e-02 1.25551420e-01 2.80073366e-01
-1.75131195e-01 -8.62895590e-02 -1.70448628e-01 -2.54647213e-01
-2.01496164e-01 2.76246624e-02]
[ 1.07807638e-01 -3.67884175e-02 -2.24305327e-02 9.83911191e-02
1.56620716e-02 -7.17051381e-02 1.02994850e-01 5.69731865e-03
1.49551538e-02 9.12915230e-03]
[ 6.48561574e-03 -1.00527665e-01 -2.27471398e-01 1.08180117e-01
4.51375367e-02 1.13662553e-01 -1.52333817e-02 -1.49585847e-02
-1.26399956e-01 -4.82679399e-02]
[ -1.26149503e-01 -3.71684940e-02 -2.04996874e-01 1.52537262e-01
-7.53527527e-02 1.35062047e-01 1.64224850e-03 -2.50643290e-01
6.04650435e-02 -2.00751903e-01]
[ -8.19078953e-02 -5.48272733e-02 2.69470021e-01 8.90409475e-02
1.25819006e-01 -5.29707341e-02 -1.21767008e-01 1.24893056e-01
6.07576711e-02 2.32337518e-02]
[ 9.19959293e-02 1.41418230e-01 1.12319801e-01 1.45589266e-01
-1.66109742e-01 -5.47238366e-02 1.05303081e-01 1.14256096e-01
-8.56936038e-04 1.39432459e-02]
[ 3.07706340e-02 -5.94569433e-02 -2.72212453e-01 -1.52960453e-02
1.07950304e-01 -1.14101915e-01 7.94249623e-02 1.58551636e-01
1.25786423e-01 1.77462962e-02]
[ 5.71910807e-02 6.26882081e-02 -1.16728620e-01 4.56419744e-02
-1.42069183e-01 3.24698377e-01 1.99108289e-01 2.05182556e-01
-1.67913778e-01 -3.71654797e-02]
[ -7.10599830e-03 -5.40186804e-02 1.08515944e-01 9.14231489e-02
2.01544119e-02 1.25332540e-01 -1.99448579e-01 -3.25091222e-02
1.97616614e-01 6.79958738e-02]
[ 9.59856016e-02 5.13406273e-02 -5.81252173e-02 -1.19732192e-01
-6.98783294e-02 -3.19382436e-01 1.31898537e-01 1.16195429e-02
1.32753846e-01 7.12092650e-02]
[ -9.79849697e-02 2.28914230e-02 -1.48694746e-02 2.30006733e-02
1.44215902e-02 -2.01790327e-01 -9.07391812e-02 -1.91416927e-02
1.46983551e-02 1.30406427e-01]
[ -1.30370738e-01 -1.24489250e-02 -1.90857547e-01 1.53238734e-02
-3.07178415e-01 -9.73837678e-03 -5.87656341e-02 -2.16292548e-02
1.88424363e-02 8.55718392e-02]
[ 7.00004067e-02 2.31993058e-01 -1.77035422e-02 7.33272779e-03
5.47510843e-02 2.07019360e-01 2.07667796e-01 1.04930581e-01
-8.38172365e-02 -2.02749028e-01]
[ 1.04048523e-01 9.37543440e-03 3.97051328e-02 8.96821327e-02
8.80772413e-02 1.71916730e-02 9.82868129e-02 8.10508146e-02
1.44654917e-01 -1.73252955e-01]
[ 1.17939052e-01 -7.79882042e-02 1.95461915e-02 3.52196808e-02
1.68334102e-01 -5.18995748e-02 1.03235894e-01 3.78717923e-02
-2.59605939e-01 -3.41050759e-02]
[ -3.36749986e-02 -1.87894755e-01 6.69130528e-02 -2.27741143e-02
1.41066386e-01 -1.80681047e-01 1.71701210e-01 -9.32773077e-02
6.13773088e-02 2.87847360e-01]
[ -1.67685561e-01 -1.89680868e-02 1.23374526e-01 1.07558282e-01
3.89315971e-01 6.10031539e-02 8.85278216e-03 3.69623603e-02
2.20107445e-02 5.67731372e-02]
[ -3.84500352e-02 1.83686529e-01 3.39514421e-01 -2.50060981e-02
-8.98641592e-02 -1.50978475e-01 1.64309172e-01 2.20433106e-03
-9.69564284e-02 2.25613334e-01]
[ -4.26808018e-02 3.33475777e-02 -1.34565277e-01 1.32725159e-02
9.73826556e-02 -2.81893914e-01 -9.55260122e-02 1.65542507e-01
7.30577726e-02 1.48720900e-02]
[ 6.20022304e-02 8.43094716e-02 1.32761797e-01 -1.60043425e-01
1.80912248e-01 9.20444477e-02 2.79093448e-02 2.93133890e-01
2.56993211e-02 7.99231171e-02]
[ 2.03492511e-01 -1.00868130e-01 -1.69322023e-01 1.27285979e-01
-3.09026723e-01 -1.78992013e-01 -8.30089297e-03 1.98355252e-01
2.47242725e-01 -2.91519153e-01]
[ 3.34100928e-02 1.03466869e-01 2.42334732e-01 2.32981913e-01
1.73831290e-02 -1.79733780e-01 -1.19091635e-01 -1.28144737e-01
-1.51036751e-01 -3.09997413e-01]
[ 5.70750941e-02 4.03511090e-02 -9.87212675e-02 -8.00499280e-03
9.71948383e-02 2.07817631e-02 -1.00658462e-01 -1.86001804e-01
6.89635961e-02 2.59791099e-01]
[ -9.76684072e-03 -8.19189013e-02 -6.98306914e-02 -6.53556589e-02
3.62678686e-02 -1.67799065e-01 1.20291652e-01 9.69795818e-03
2.66392719e-02 -4.47094424e-03]
[ -1.46977083e-03 -2.57684381e-02 2.29362552e-01 3.27594718e-02
-8.95376667e-02 -1.11983688e-01 2.14169502e-01 4.20742508e-02
-2.16580396e-01 6.62837422e-02]
[ 3.67454313e-02 -6.90311753e-02 9.17658977e-02 -4.20660483e-02
-8.43830988e-02 9.11545748e-02 1.74901187e-01 -2.70823435e-01
-5.45531312e-02 -1.38084731e-01]
[ -3.32697836e-02 1.75310821e-02 7.59718164e-02 -6.25261403e-02
6.83319398e-02 1.93428912e-01 1.65027865e-01 1.17105802e-01
-4.63244580e-02 1.50053510e-01]
[ 2.30594191e-01 7.37976069e-02 3.48855026e-02 9.47612223e-02
3.55235586e-03 -2.75777948e-02 -1.74924062e-01 1.47018648e-01
-4.38617045e-02 1.09884117e-03]
[ -4.88173788e-02 -2.67588583e-01 -3.32728805e-02 -8.41729212e-02
-7.50787647e-03 -6.18121570e-02 5.20040473e-02 4.83491817e-02
3.04565866e-02 5.88116254e-02]
[ -1.89677636e-01 5.20090262e-02 -1.09371725e-02 1.08756900e-01
-1.64333955e-01 -1.60185204e-01 -1.11146225e-01 -5.33685538e-02
5.27541189e-02 -1.27965575e-02]
[ -2.57680489e-02 4.51052895e-02 -5.96751888e-02 1.45188510e-01
6.52743548e-02 6.52581120e-02 8.95076201e-02 1.72864689e-01
-6.99814582e-03 1.91525059e-01]
[ 1.74600362e-01 5.82833292e-02 1.93069281e-01 1.77437740e-02
2.62957556e-02 1.48578623e-01 5.76617114e-02 1.72604421e-01
1.46435590e-01 -7.13698569e-02]
[ -1.12931940e-01 1.05427476e-01 2.18865602e-01 -4.08949754e-02
1.58507805e-01 1.60334337e-01 2.70080581e-02 -1.09559745e-02
-7.53863691e-02 -1.40906400e-02]
[ -1.03477087e-01 -2.41168716e-02 2.19672670e-02 8.03349429e-02
-1.07688010e-02 1.21833568e-01 2.77582066e-01 2.07968526e-02
-2.84770772e-01 -1.04897225e-01]
[ -1.68509094e-01 1.28047450e-01 -6.43531505e-02 -2.75597361e-01
-5.67936766e-02 8.49496702e-02 -5.62928264e-02 9.91350239e-02
-1.58770360e-01 1.13461888e-01]
[ 1.11135124e-01 -7.22142613e-02 -6.95997384e-02 -2.42215841e-02
-1.03044303e-01 -4.22073972e-02 -1.43320476e-01 1.44614711e-01
-6.49034416e-02 -5.13641444e-02]
[ 1.53150820e-01 -1.15433070e-01 -1.38130403e-01 6.38182975e-05
1.31757071e-01 -6.02962550e-02 -6.95716101e-02 -1.45594919e-01
1.32634432e-01 -9.03516845e-02]
[ -1.37754344e-01 1.53450516e-01 2.46425500e-01 -5.16504319e-02
2.25824410e-01 1.06903397e-01 -3.17624697e-03 -2.95043344e-01
-1.46251645e-01 -8.14771105e-02]
[ -3.26167709e-01 2.17414034e-01 2.56158738e-02 7.11508425e-03
-4.60492362e-02 -1.87245761e-01 -1.72591063e-01 2.32378485e-01
-7.47285186e-02 1.37152107e-01]
[ 1.39172892e-01 1.22404023e-01 -2.46035461e-01 -1.09302920e-01
1.06451772e-01 -2.80048364e-01 1.55530584e-04 -1.64576154e-01
-1.72735918e-02 -2.00233948e-01]
[ 2.22570421e-01 -7.98579329e-02 6.90163918e-02 -6.15584603e-03
-8.19335692e-02 -3.89832894e-02 -9.26270170e-02 -1.38350995e-01
1.18571227e-01 -1.48909865e-01]
[ -1.02273842e-01 9.07662644e-03 1.20720408e-01 1.16975707e-01
-7.29213112e-02 -1.09890850e-01 2.10415452e-01 -7.47946917e-02
1.88328138e-01 4.72786396e-03]
[ 2.10217760e-02 -8.36629641e-02 2.16248463e-01 -2.21619149e-01
4.56510960e-02 1.10795272e-01 -4.38889090e-02 -1.09944604e-01
3.22203993e-02 2.68502086e-01]]
[[ 0.17626879]
[ 0.5625533 ]
[ 0.18867164]
[ 0.17702737]
[-0.8285543 ]
[-0.16873953]
[-0.60705536]
[-0.08435131]
[ 0.08479346]
[ 0.37962406]]
Progress: 1.9% ... Training loss: 0.703 ... Validation loss: 1.153[[ 7.54079161e-02 1.44522596e-01 -1.76594311e-01 1.55404907e-02
-4.90488462e-01 7.84868549e-03 3.79144016e-03 1.51159684e-01
-1.60893378e-01 9.89964853e-02]
[ 2.24633118e-02 2.00566849e-01 -1.55645513e-02 4.84552048e-02
6.39581052e-02 -1.00424954e-02 2.70815878e-01 4.08809385e-02
1.44737840e-01 -1.52012266e-02]
[ 2.09303742e-01 4.28052708e-01 2.83130396e-02 1.82919052e-01
-2.26417233e-01 -7.39928125e-02 -6.31111793e-01 -2.27080684e-02
1.46002197e-01 4.20327608e-01]
[ -3.53627417e-02 -3.74332514e-01 -2.38912032e-01 -4.49653867e-02
3.82569938e-01 1.71792304e-01 2.50467088e-01 4.48950706e-02
-1.27354736e-02 6.98680539e-03]
[ -4.86004376e-03 2.31421537e-01 -1.51746551e-01 4.87820601e-02
5.98541066e-02 -1.75488077e-01 -4.50320202e-02 -1.17649959e-01
-2.06668175e-01 7.39265387e-02]
[ -3.62452711e-01 -2.68705864e-01 -2.93604463e-01 1.16399328e-01
1.94751844e-01 7.11648711e-02 -5.09343287e-03 -3.06448251e-02
-3.28454341e-02 1.52801605e-02]
[ 1.38828128e-03 -8.09238297e-02 1.32457578e-02 1.15498929e-01
-2.58925978e-01 -7.56406417e-02 1.08086362e-01 -1.85679373e-01
1.88114761e-01 7.08669613e-02]
[ 1.43905415e-01 -5.82849592e-02 5.10654001e-02 -3.11915901e-02
-3.08222466e-02 -6.57153392e-02 -1.49611481e-01 1.19100482e-01
8.45116846e-02 5.60795627e-02]
[ -1.60112325e-01 -2.76253458e-02 -3.07136063e-01 -1.60188509e-03
-1.05161159e-01 7.35079079e-02 -2.83572483e-01 -2.06746435e-02
2.78300085e-01 -1.02217619e-01]
[ 4.15896743e-02 -1.38466197e-01 8.04806736e-02 6.10742875e-03
1.39246622e-02 -8.62321192e-02 -9.34632964e-02 -9.17062168e-02
-3.99010448e-02 1.62506791e-01]
[ -8.23262902e-02 1.28257967e-01 -7.42587351e-03 -1.64445365e-01
-6.11137023e-03 3.96645144e-02 6.35641511e-02 -9.46796809e-02
-2.43523931e-02 -1.32037832e-01]
[ -4.41651616e-02 1.67840258e-01 -3.75354519e-02 7.23245415e-02
6.33760860e-02 6.35195620e-02 -2.09203909e-01 -1.76529846e-02
-1.06110554e-01 -1.00864573e-01]
[ -1.55526240e-01 7.44339350e-03 6.26751934e-02 2.38845963e-02
-1.77575545e-01 -2.20528165e-01 -1.82166703e-01 -1.96911553e-01
8.88657078e-02 1.76541033e-01]
[ -2.03887937e-01 -8.41149598e-02 1.25260847e-01 2.79785203e-01
-1.73783424e-01 -8.60108027e-02 -1.69571327e-01 -2.54517519e-01
-2.01620982e-01 2.70523521e-02]
[ 1.07582414e-01 -3.75115925e-02 -2.27254681e-02 9.81468953e-02
1.66897114e-02 -7.14916137e-02 1.03828325e-01 5.79907885e-03
1.48545930e-02 8.57009048e-03]
[ 6.96568580e-03 -9.92085035e-02 -2.26962406e-01 1.08656765e-01
4.31375210e-02 1.13213424e-01 -1.68604346e-02 -1.51840525e-02
-1.26182981e-01 -4.72277519e-02]
[ -1.26260720e-01 -3.75347121e-02 -2.05165327e-01 1.52389965e-01
-7.46427966e-02 1.35203446e-01 2.01998806e-03 -2.50581194e-01
6.04084799e-02 -2.01015628e-01]
[ -8.22998568e-02 -5.60788605e-02 2.69038312e-01 8.86396585e-02
1.27768347e-01 -5.25815830e-02 -1.20344517e-01 1.25084012e-01
6.05710362e-02 2.23742164e-02]
[ 9.20886125e-02 1.41676864e-01 1.12469140e-01 1.45694204e-01
-1.66452635e-01 -5.48004266e-02 1.04891002e-01 1.14203264e-01
-8.02200290e-04 1.41546424e-02]
[ 3.04549095e-02 -6.04683215e-02 -2.72557821e-01 -1.56221042e-02
1.09441893e-01 -1.13791186e-01 8.04015003e-02 1.58700233e-01
1.25638307e-01 1.71615914e-02]
[ 5.70771566e-02 6.23760724e-02 -1.16831192e-01 4.55480903e-02
-1.41317117e-01 3.24787066e-01 1.99562680e-01 2.05219302e-01
-1.67954665e-01 -3.74136808e-02]
[ -6.38264907e-03 -5.18104119e-02 1.09287865e-01 9.21489164e-02
1.74120131e-02 1.24620465e-01 -2.01454331e-01 -3.28683377e-02
1.97939707e-01 6.94460903e-02]
[ 9.58742018e-02 5.09374509e-02 -5.82172536e-02 -1.19845335e-01
-6.93309366e-02 -3.19270934e-01 1.32308717e-01 1.16734288e-02
1.32700167e-01 7.09549245e-02]
[ -9.80854701e-02 2.26711840e-02 -1.49765708e-02 2.28982769e-02
1.48661360e-02 -2.01692563e-01 -9.04021908e-02 -1.90925238e-02
1.46502779e-02 1.30192366e-01]
[ -1.30451006e-01 -1.26637755e-02 -1.90943928e-01 1.52395479e-02
-3.06766520e-01 -9.65664643e-03 -5.84836141e-02 -2.15886162e-02
1.88029216e-02 8.53889597e-02]
[ 6.97064586e-02 2.31092482e-01 -1.80274856e-02 7.02505104e-03
5.61436004e-02 2.07313211e-01 2.08644277e-01 1.05068813e-01
-8.39571386e-02 -2.03370838e-01]
[ 1.03813320e-01 8.66147881e-03 3.94642337e-02 8.94443778e-02
8.91734253e-02 1.74156462e-02 9.90697832e-02 8.11640966e-02
1.44547008e-01 -1.73746654e-01]
[ 1.17590134e-01 -7.89433377e-02 1.91828599e-02 3.48619314e-02
1.69849377e-01 -5.15585954e-02 1.04435479e-01 3.80365746e-02
-2.59773165e-01 -3.48225667e-02]
[ -3.39199353e-02 -1.88554735e-01 6.66627859e-02 -2.30269897e-02
1.42229876e-01 -1.80445086e-01 1.72476126e-01 -9.31595763e-02
6.12596057e-02 2.87330485e-01]
[ -1.68329657e-01 -2.10177997e-02 1.22687308e-01 1.06889248e-01
3.92272715e-01 6.16304791e-02 1.10543344e-02 3.72711547e-02
2.16908412e-02 5.54252275e-02]
[ -3.88785613e-02 1.82380434e-01 3.39055694e-01 -2.54420263e-02
-8.79088853e-02 -1.50566504e-01 1.65699383e-01 2.40453743e-03
-9.71562453e-02 2.24715915e-01]
[ -4.27865789e-02 3.30340160e-02 -1.34681176e-01 1.31568638e-02
9.78923124e-02 -2.81783280e-01 -9.51842568e-02 1.65597823e-01
7.30027775e-02 1.46291972e-02]
[ 6.21298530e-02 8.47395358e-02 1.32871864e-01 -1.59915489e-01
1.80315949e-01 9.19234293e-02 2.74670496e-02 2.93074766e-01
2.57596419e-02 8.02022867e-02]
[ 2.04371179e-01 -9.82529957e-02 -1.68422795e-01 1.28185154e-01
-3.12623826e-01 -1.79849817e-01 -1.09463217e-02 1.97922660e-01
2.47653867e-01 -2.89700854e-01]
[ 3.33096487e-02 1.03149262e-01 2.42232127e-01 2.32881926e-01
1.77943098e-02 -1.79631499e-01 -1.18819302e-01 -1.28092673e-01
-1.51085735e-01 -3.10226262e-01]
[ 5.69547702e-02 3.99515301e-02 -9.88595935e-02 -8.13365346e-03
9.77660145e-02 2.09055033e-02 -1.00313662e-01 -1.85941397e-01
6.89041211e-02 2.59552028e-01]
[ -9.56446537e-03 -8.12416121e-02 -6.95925721e-02 -6.51362408e-02
3.54155507e-02 -1.68002890e-01 1.19645201e-01 9.59061064e-03
2.67347780e-02 -4.03094659e-03]
[ -1.38045658e-03 -2.55312837e-02 2.29456943e-01 3.28439458e-02
-8.98507244e-02 -1.12066644e-01 2.13868184e-01 4.20305851e-02
-2.16542291e-01 6.64659866e-02]
[ 3.65725171e-02 -6.94730447e-02 9.15748935e-02 -4.22454310e-02
-8.37060718e-02 9.13064239e-02 1.75414887e-01 -2.70748417e-01
-5.46340429e-02 -1.38449575e-01]
[ -3.33970862e-02 1.72231004e-02 7.58410715e-02 -6.26491616e-02
6.89103933e-02 1.93549919e-01 1.65414977e-01 1.17162499e-01
-4.63866663e-02 1.49806828e-01]
[ 2.30420575e-01 7.32313309e-02 3.46936919e-02 9.45758045e-02
4.42224885e-03 -2.74025722e-02 -1.74312048e-01 1.47103733e-01
-4.39449483e-02 7.19373155e-04]
[ -4.84649843e-02 -2.66588537e-01 -3.28804520e-02 -8.38001965e-02
-8.76964650e-03 -6.21552079e-02 5.10494330e-02 4.81703371e-02
3.06365115e-02 5.94686136e-02]
[ -1.89320223e-01 5.30697945e-02 -1.05841523e-02 1.09106355e-01
-1.65936373e-01 -1.60515578e-01 -1.12271788e-01 -5.35210454e-02
5.29294103e-02 -1.20173187e-02]
[ -2.51561655e-02 4.67734269e-02 -5.90167143e-02 1.45781792e-01
6.28597497e-02 6.46845093e-02 8.75768928e-02 1.72576200e-01
-6.71540855e-03 1.92717774e-01]
[ 1.74855120e-01 5.89079229e-02 1.93375516e-01 1.80165151e-02
2.53267535e-02 1.48343552e-01 5.68061033e-02 1.72468216e-01
1.46570663e-01 -7.07934287e-02]
[ -1.12638727e-01 1.06363943e-01 2.19184275e-01 -4.05936359e-02
1.57216460e-01 1.60050310e-01 2.60541475e-02 -1.10980851e-02
-7.52413515e-02 -1.34763926e-02]
[ -1.03555573e-01 -2.43446845e-02 2.18611495e-02 8.02402053e-02
-1.03121101e-02 1.21921770e-01 2.77879425e-01 2.08388661e-02
-2.84809301e-01 -1.05070113e-01]
[ -1.68566071e-01 1.27869040e-01 -6.44217436e-02 -2.75660750e-01
-5.65078728e-02 8.50103246e-02 -5.60984358e-02 9.91657736e-02
-1.58800023e-01 1.13320382e-01]
[ 1.10692203e-01 -7.36080047e-02 -7.00897603e-02 -2.46842914e-02
-1.00988863e-01 -4.17678691e-02 -1.41827500e-01 1.44831227e-01
-6.51201360e-02 -5.23290872e-02]
[ 1.53389134e-01 -1.14454336e-01 -1.37858665e-01 3.10409307e-04
1.30775612e-01 -6.05224305e-02 -7.04396231e-02 -1.45712652e-01
1.32744186e-01 -8.97954994e-02]
[ -1.37989219e-01 1.52502946e-01 2.46158624e-01 -5.19184709e-02
2.27141607e-01 1.07173874e-01 -2.41416332e-03 -2.94929165e-01
-1.46374171e-01 -8.19725073e-02]
[ -3.26688746e-01 2.15932001e-01 2.50546486e-02 6.58192908e-03
-4.37803711e-02 -1.86741362e-01 -1.70902035e-01 2.32617722e-01
-7.49841128e-02 1.36081978e-01]
[ 1.39352154e-01 1.22812840e-01 -2.45860598e-01 -1.09130533e-01
1.05964080e-01 -2.80196534e-01 -4.78533755e-04 -1.64659640e-01
-1.71698307e-02 -1.99831669e-01]
[ 2.22558147e-01 -7.98952081e-02 6.89753563e-02 -6.18609760e-03
-8.13218440e-02 -3.89492973e-02 -9.23565303e-02 -1.38337612e-01
1.18551923e-01 -1.48996486e-01]
[ -1.01875504e-01 1.00533937e-02 1.21123633e-01 1.17352395e-01
-7.43007271e-02 -1.10263884e-01 2.09446012e-01 -7.49912724e-02
1.88523445e-01 5.40787356e-03]
[ 2.05673005e-02 -8.50430452e-02 2.15778902e-01 -2.22076797e-01
4.78987642e-02 1.11209236e-01 -4.22127504e-02 -1.09737577e-01
3.20049541e-02 2.67478741e-01]]
[[ 0.17668852]
[ 0.56611131]
[ 0.18182264]
[ 0.17585427]
[-0.8452934 ]
[-0.17644605]
[-0.62111083]
[-0.08829837]
[ 0.08331638]
[ 0.37678952]]
Progress: 1.9% ... Training loss: 0.697 ... Validation loss: 1.162[[ 7.57421492e-02 1.45278260e-01 -1.76300543e-01 1.58591684e-02
-4.91418384e-01 7.51986035e-03 3.17277366e-03 1.50978699e-01
-1.60743643e-01 9.96035923e-02]
[ 2.23779198e-02 2.00327738e-01 -1.56530386e-02 4.83700450e-02
6.43412622e-02 -9.95648059e-03 2.71073569e-01 4.09240073e-02
1.44699634e-01 -1.53838173e-02]
[ 2.09893702e-01 4.29815404e-01 2.89054034e-02 1.83530643e-01
-2.28586777e-01 -7.46116074e-02 -6.33031926e-01 -2.30450484e-02
1.46281515e-01 4.21750531e-01]
[ -3.65648152e-02 -3.77981290e-01 -2.40036408e-01 -4.61240882e-02
3.87349229e-01 1.72940042e-01 2.53924744e-01 4.54843106e-02
-1.32914639e-02 4.88193138e-03]
[ -5.26143343e-03 2.30162074e-01 -1.52179867e-01 4.83448942e-02
6.19251167e-02 -1.75017932e-01 -4.29859174e-02 -1.17458353e-01
-2.06870432e-01 7.28161221e-02]
[ -3.62801210e-01 -2.69785540e-01 -2.94005849e-01 1.16017431e-01
1.96505574e-01 7.15353875e-02 -3.98816275e-03 -3.04568148e-02
-3.30125977e-02 1.45150255e-02]
[ 9.27622246e-04 -8.22769833e-02 1.27751821e-02 1.15041418e-01
-2.56733087e-01 -7.52017287e-02 1.09689557e-01 -1.85482649e-01
1.87899309e-01 6.97856270e-02]
[ 1.43427335e-01 -5.99909256e-02 5.05341573e-02 -3.16808196e-02
-2.81834051e-02 -6.52316204e-02 -1.48001954e-01 1.19320885e-01
8.42768933e-02 5.52639155e-02]
[ -1.60310631e-01 -2.82793282e-02 -3.07352615e-01 -1.80498563e-03
-1.03921354e-01 7.37238552e-02 -2.82669458e-01 -2.05690165e-02
2.78205246e-01 -1.02652818e-01]
[ 4.10712338e-02 -1.40269402e-01 7.98742369e-02 5.56826615e-03
1.72224352e-02 -8.57005558e-02 -9.15022417e-02 -9.14763731e-02
-4.01508699e-02 1.61459351e-01]
[ -8.29327080e-02 1.26375051e-01 -8.08437481e-03 -1.65071925e-01
-3.18316890e-03 4.02768309e-02 6.55591502e-02 -9.43774395e-02
-2.46464541e-02 -1.33289433e-01]
[ -4.45258467e-02 1.66733600e-01 -3.78902704e-02 7.19585268e-02
6.49753788e-02 6.38847776e-02 -2.07938945e-01 -1.74743058e-02
-1.06278914e-01 -1.01662848e-01]
[ -1.55526240e-01 7.44339350e-03 6.26751934e-02 2.38845963e-02
-1.77575545e-01 -2.20528165e-01 -1.82166703e-01 -1.96911553e-01
8.88657078e-02 1.76541033e-01]
[ -2.04224427e-01 -8.52768408e-02 1.24851542e-01 2.79390766e-01
-1.71948292e-01 -8.56187886e-02 -1.68328391e-01 -2.54328251e-01
-2.01797053e-01 2.62558379e-02]
[ 1.07438488e-01 -3.78791127e-02 -2.28610450e-02 9.80150308e-02
1.73311110e-02 -7.13635509e-02 1.04224535e-01 5.86711378e-03
1.47954822e-02 8.30817920e-03]
[ 7.01978490e-03 -9.90698107e-02 -2.26896929e-01 1.08723462e-01
4.26782813e-02 1.13141451e-01 -1.70958283e-02 -1.52179489e-02
-1.26149500e-01 -4.70994503e-02]
[ -1.26656819e-01 -3.87859977e-02 -2.05550822e-01 1.51988867e-01
-7.28369982e-02 1.35587753e-01 3.30436787e-03 -2.50402654e-01
6.02188717e-02 -2.01853004e-01]
[ -8.21611343e-02 -5.56417452e-02 2.69180250e-01 8.87806471e-02
1.27080880e-01 -5.27178389e-02 -1.20706809e-01 1.25015071e-01
6.06370747e-02 2.25812167e-02]
[ 9.19055070e-02 1.41200365e-01 1.12262507e-01 1.45519055e-01
-1.65367683e-01 -5.46299874e-02 1.05531443e-01 1.14283094e-01
-8.84617216e-04 1.37771421e-02]
[ 2.98738781e-02 -6.24204739e-02 -2.73191413e-01 -1.62382868e-02
1.12353900e-01 -1.13186868e-01 8.22380738e-02 1.58997553e-01
1.25353148e-01 1.61012865e-02]
[ 5.69080563e-02 6.18257143e-02 -1.17018697e-01 4.53760708e-02
-1.40462047e-01 3.24954765e-01 2.00143902e-01 2.05294157e-01
-1.68038151e-01 -3.77214867e-02]
[ -5.84526177e-03 -5.02627375e-02 1.09847494e-01 9.27020345e-02
1.53345127e-02 1.24081828e-01 -2.02945998e-01 -3.31504772e-02
1.98198959e-01 7.05238159e-02]
[ 9.55899389e-02 5.00929670e-02 -5.85069021e-02 -1.20122282e-01
-6.80186044e-02 -3.18984426e-01 1.33298113e-01 1.18169179e-02
1.32565200e-01 7.03420763e-02]
[ -9.81863312e-02 2.23606297e-02 -1.50808466e-02 2.27946057e-02
1.53471309e-02 -2.01591318e-01 -9.00795757e-02 -1.90416662e-02
1.46027155e-02 1.29980706e-01]
[ -1.30471881e-01 -1.26653032e-02 -1.90978698e-01 1.52183757e-02
-3.06644732e-01 -9.63527852e-03 -5.84670190e-02 -2.15750703e-02
1.87902833e-02 8.53445378e-02]
[ 6.94230615e-02 2.30206773e-01 -1.83300063e-02 6.72646138e-03
5.75425952e-02 2.07603802e-01 2.09533631e-01 1.05215796e-01
-8.40916266e-02 -2.03928951e-01]
[ 1.03375415e-01 7.33004594e-03 3.89990712e-02 8.90001947e-02
9.12869656e-02 1.78613731e-02 1.00571698e-01 8.13889120e-02
1.44341468e-01 -1.74690760e-01]
[ 1.17054801e-01 -8.05805277e-02 1.86070773e-02 3.42959831e-02
1.72415656e-01 -5.10008724e-02 1.06215684e-01 3.83208413e-02
-2.60035900e-01 -3.60145974e-02]
[ -3.44261630e-02 -1.90139786e-01 6.61264178e-02 -2.35465765e-02
1.44553831e-01 -1.79938756e-01 1.74262235e-01 -9.29121009e-02
6.10172613e-02 2.86354030e-01]
[ -1.68736700e-01 -2.23323938e-02 1.22271598e-01 1.06484578e-01
3.94153099e-01 6.20378758e-02 1.24313451e-02 3.74611731e-02
2.14992280e-02 5.46117971e-02]
[ -3.91570004e-02 1.81466680e-01 3.38763935e-01 -2.57291125e-02
-8.66011750e-02 -1.50279974e-01 1.66666610e-01 2.54437969e-03
-9.72922321e-02 2.24184270e-01]
[ -4.29071115e-02 3.26261644e-02 -1.34814773e-01 1.30269354e-02
9.85411906e-02 -2.81649801e-01 -9.47484195e-02 1.65665391e-01
7.29422283e-02 1.43457116e-02]
[ 6.21344668e-02 8.46764198e-02 1.32885614e-01 -1.59910170e-01
1.80314356e-01 9.19214008e-02 2.75621881e-02 2.93071601e-01
2.57630749e-02 8.01565890e-02]
[ 2.04701850e-01 -9.71997554e-02 -1.68051895e-01 1.28547950e-01
-3.14279957e-01 -1.80216917e-01 -1.21291971e-02 1.97740799e-01
2.47811826e-01 -2.88937344e-01]
[ 3.34688435e-02 1.03636893e-01 2.42404429e-01 2.33046371e-01
1.70649262e-02 -1.79795251e-01 -1.19402900e-01 -1.28175814e-01
-1.51009013e-01 -3.09885243e-01]
[ 5.66512433e-02 3.90082560e-02 -9.91904480e-02 -8.44698027e-03
9.92645582e-02 2.12161707e-02 -9.93992905e-02 -1.85790092e-01
6.87625854e-02 2.58935055e-01]
[ -9.69946365e-03 -8.16428136e-02 -6.97448959e-02 -6.52833643e-02
3.60089927e-02 -1.67859286e-01 1.20068629e-01 9.66336230e-03
2.66651800e-02 -4.32229366e-03]
[ -8.94705793e-04 -2.40895321e-02 2.29926739e-01 3.33486559e-02
-9.16122717e-02 -1.12557245e-01 2.12327110e-01 4.17776199e-02
-2.16311233e-01 6.73461114e-02]
[ 3.65313660e-02 -6.96016590e-02 9.15381342e-02 -4.22868059e-02
-8.35411964e-02 9.13473805e-02 1.75555591e-01 -2.70729107e-01
-5.46533404e-02 -1.38537664e-01]
[ -3.35605410e-02 1.67531909e-02 7.56722846e-02 -6.28149495e-02
6.96038772e-02 1.93715667e-01 1.65960678e-01 1.17244490e-01
-4.64654397e-02 1.49462486e-01]
[ 2.30646462e-01 7.39517065e-02 3.49306584e-02 9.48017324e-02
3.38189926e-03 -2.76369966e-02 -1.74990308e-01 1.46987166e-01
-4.38357807e-02 1.17291562e-03]
[ -4.83578005e-02 -2.66264310e-01 -3.27688445e-02 -8.36929455e-02
-9.24903553e-03 -6.22562706e-02 5.06963059e-02 4.81161460e-02
3.06877641e-02 5.96856215e-02]
[ -1.88809633e-01 5.45691500e-02 -1.00310156e-02 1.09632530e-01
-1.68023642e-01 -1.61030249e-01 -1.13657353e-01 -5.37868514e-02
5.31807000e-02 -1.09034405e-02]
[ -2.50337330e-02 4.71771973e-02 -5.89071220e-02 1.45905046e-01
6.22609376e-02 6.45587634e-02 8.71377104e-02 1.72513408e-01
-6.65651004e-03 1.92970850e-01]
[ 1.75053219e-01 5.95467932e-02 1.93578068e-01 1.82074450e-02
2.45665363e-02 1.48142435e-01 5.60937508e-02 1.72369943e-01
1.46661277e-01 -7.03712858e-02]
[ -1.12557415e-01 1.06567327e-01 2.19264873e-01 -4.05152453e-02
1.56864677e-01 1.59972952e-01 2.58227216e-02 -1.11384485e-02
-7.52036929e-02 -1.33312959e-02]
[ -1.03528695e-01 -2.42783554e-02 2.18816791e-02 8.02634804e-02
-1.03870254e-02 1.21899348e-01 2.77808146e-01 2.08209903e-02
-2.84796164e-01 -1.05025897e-01]
[ -1.68757992e-01 1.27242570e-01 -6.46250148e-02 -2.75858175e-01
-5.55643811e-02 8.52105159e-02 -5.54340015e-02 9.92634346e-02
-1.58890689e-01 1.12912595e-01]
[ 1.10357977e-01 -7.45315502e-02 -7.04383541e-02 -2.50134712e-02
-9.97557815e-02 -4.14474321e-02 -1.40949176e-01 1.44995005e-01
-6.52804452e-02 -5.29665131e-02]
[ 1.53518378e-01 -1.14162250e-01 -1.37717864e-01 4.31685506e-04
1.30488171e-01 -6.06385637e-02 -7.04996108e-02 -1.45775769e-01
1.32806460e-01 -8.95540506e-02]
[ -1.38476677e-01 1.50949421e-01 2.45646363e-01 -5.24108781e-02
2.29370910e-01 1.07675014e-01 -7.06498933e-04 -2.94691457e-01
-1.46603462e-01 -8.30185253e-02]
[ -3.27057502e-01 2.14845276e-01 2.46986966e-02 6.23891284e-03
-4.25070864e-02 -1.86416389e-01 -1.70001291e-01 2.32779102e-01
-7.51453558e-02 1.35404834e-01]
[ 1.39652869e-01 1.23654776e-01 -2.45582224e-01 -1.08848460e-01
1.04642706e-01 -2.80484706e-01 -1.44899730e-03 -1.64807246e-01
-1.70337982e-02 -1.99214985e-01]
[ 2.21988759e-01 -8.15263987e-02 6.83912587e-02 -6.76581120e-03
-7.87020397e-02 -3.83838026e-02 -9.06001048e-02 -1.38067910e-01
1.18274442e-01 -1.50095953e-01]
[ -1.02153596e-01 9.25556802e-03 1.20811246e-01 1.17042481e-01
-7.26707810e-02 -1.09962786e-01 2.10314377e-01 -7.48363988e-02
1.88383633e-01 4.80322354e-03]
[ 2.03554926e-02 -8.59005795e-02 2.15504667e-01 -2.22286834e-01
4.95805073e-02 1.11429931e-01 -4.11944798e-02 -1.09639754e-01
3.19022285e-02 2.66950572e-01]]
[[ 0.16204331]
[ 0.55241524]
[ 0.1664858 ]
[ 0.15956922]
[-0.86920772]
[-0.19466376]
[-0.64364739]
[-0.10370051]
[ 0.06684417]
[ 0.35899181]]
Progress: 2.0% ... Training loss: 0.699 ... Validation loss: 1.220[[ 7.56239630e-02 1.44559862e-01 -1.76405005e-01 1.57253153e-02
-4.90066317e-01 7.63541544e-03 3.87001750e-03 1.51022781e-01
-1.60773966e-01 9.92614863e-02]
[ 2.22547517e-02 1.99912518e-01 -1.57737001e-02 4.82471629e-02
6.49879593e-02 -9.80782642e-03 2.71536696e-01 4.10027572e-02
1.44649120e-01 -1.56419293e-02]
[ 2.10454966e-01 4.31238008e-01 2.95095391e-02 1.84116572e-01
-2.31220089e-01 -7.53412397e-02 -6.35311938e-01 -2.34012012e-02
1.46524481e-01 4.22908630e-01]
[ -3.71358212e-02 -3.79739317e-01 -2.40607032e-01 -4.66414032e-02
3.88678782e-01 1.73568477e-01 2.55700512e-01 4.58801972e-02
-1.35547147e-02 3.69141488e-03]
[ -5.62472910e-03 2.28967672e-01 -1.52518187e-01 4.80170467e-02
6.34277828e-02 -1.74628576e-01 -4.16978096e-02 -1.17269793e-01
-2.06983748e-01 7.19378292e-02]
[ -3.62959696e-01 -2.70388485e-01 -2.94212731e-01 1.15814468e-01
1.97652773e-01 7.17771376e-02 -3.22521656e-03 -3.03395366e-02
-3.30823366e-02 1.40688322e-02]
[ 5.59151601e-04 -8.37721943e-02 1.23907658e-02 1.14656138e-01
-2.54136490e-01 -7.47555296e-02 1.11102810e-01 -1.85275273e-01
1.87734856e-01 6.89772974e-02]
[ 1.43681332e-01 -5.94234030e-02 5.07664766e-02 -3.14382986e-02
-2.92353671e-02 -6.55567880e-02 -1.48803714e-01 1.19155246e-01
8.43826765e-02 5.56108232e-02]
[ -1.60580338e-01 -2.91296429e-02 -3.07596438e-01 -2.06526625e-03
-1.02493213e-01 7.40287783e-02 -2.81677036e-01 -2.03990959e-02
2.78099307e-01 -1.03239127e-01]
[ 4.06040068e-02 -1.42133977e-01 7.93458615e-02 5.03908146e-03
2.07706825e-02 -8.51256111e-02 -8.93489095e-02 -9.11926588e-02
-4.03413482e-02 1.60185957e-01]
[ -8.26932448e-02 1.26910506e-01 -7.82738932e-03 -1.64827467e-01
-4.34467864e-03 3.99869346e-02 6.45930326e-02 -9.45415724e-02
-2.45562509e-02 -1.32791264e-01]
[ -4.48407500e-02 1.65681771e-01 -3.82216827e-02 7.16372506e-02
6.67086175e-02 6.42674338e-02 -2.06759298e-01 -1.72649516e-02
-1.06412987e-01 -1.02381546e-01]
[ -1.55526240e-01 7.44339350e-03 6.26751934e-02 2.38845963e-02
-1.77575545e-01 -2.20528165e-01 -1.82166703e-01 -1.96911553e-01
8.88657078e-02 1.76541033e-01]
[ -2.04414710e-01 -8.59998950e-02 1.24625214e-01 2.79164989e-01
-1.70719292e-01 -8.53509608e-02 -1.67458159e-01 -2.54190479e-01
-2.01884524e-01 2.57501440e-02]
[ 1.07452074e-01 -3.78200072e-02 -2.28422350e-02 9.80231948e-02
1.73249267e-02 -7.13904721e-02 1.04194034e-01 5.85702945e-03
1.48056877e-02 8.33168320e-03]
[ 7.09431862e-03 -9.87966061e-02 -2.26836413e-01 1.08799092e-01
4.23116489e-02 1.13061039e-01 -1.73659976e-02 -1.52678373e-02
-1.26117255e-01 -4.69268597e-02]
[ -1.26912428e-01 -3.98346082e-02 -2.05822140e-01 1.51708520e-01
-7.07148805e-02 1.35916145e-01 4.41472300e-03 -2.50272242e-01
6.01109148e-02 -2.02443840e-01]
[ -8.23697316e-02 -5.64316997e-02 2.68980741e-01 8.85818506e-02
1.28079221e-01 -5.24745261e-02 -1.20104549e-01 1.25149403e-01
6.05455914e-02 2.21417190e-02]
[ 9.19967701e-02 1.41406064e-01 1.12344850e-01 1.45612374e-01
-1.65713440e-01 -5.47523194e-02 1.05333866e-01 1.14222236e-01
-8.49929685e-04 1.39354860e-02]
[ 2.96299793e-02 -6.34490394e-02 -2.73493891e-01 -1.65260748e-02
1.13797523e-01 -1.12845017e-01 8.30764887e-02 1.59182588e-01
1.25239368e-01 1.55567876e-02]
[ 5.70120471e-02 6.21238784e-02 -1.16905376e-01 4.54908943e-02
-1.41041792e-01 3.24797742e-01 1.99854507e-01 2.05217638e-01
-1.67991803e-01 -3.76013105e-02]
[ -5.50175574e-03 -4.90417528e-02 1.10219679e-01 9.30616924e-02
1.35002282e-02 1.23638025e-01 -2.04207711e-01 -3.33860531e-02
1.98350243e-01 7.12351981e-02]
[ 9.53107903e-02 4.91117048e-02 -5.87739058e-02 -1.20399289e-01
-6.64813449e-02 -3.18656199e-01 1.34396218e-01 1.19985093e-02
1.32451430e-01 6.97066260e-02]
[ -9.81520077e-02 2.25582079e-02 -1.50393156e-02 2.28364950e-02
1.51199780e-02 -2.01643293e-01 -9.02772925e-02 -1.90690412e-02
1.46201878e-02 1.30080669e-01]
[ -1.30498215e-01 -1.27295397e-02 -1.91003570e-01 1.51886053e-02
-3.06495342e-01 -9.59471741e-03 -5.83724528e-02 -2.15549773e-02
1.87781579e-02 8.52806305e-02]
[ 6.93422599e-02 2.29932292e-01 -1.84135155e-02 6.64650764e-03
5.79571749e-02 2.07687971e-01 2.09851955e-01 1.05265680e-01
-8.41249726e-02 -2.04106636e-01]
[ 1.03075281e-01 6.26145511e-03 3.86747161e-02 8.86807704e-02
9.29697637e-02 1.82435303e-02 1.01780557e-01 8.15937147e-02
1.44219993e-01 -1.75401141e-01]
[ 1.16644405e-01 -8.18912467e-02 1.81862881e-02 3.38796544e-02
1.74509274e-01 -5.05148484e-02 1.07824840e-01 3.85843786e-02
-2.60203375e-01 -3.69362763e-02]
[ -3.49752637e-02 -1.91976361e-01 6.55511956e-02 -2.41013373e-02
1.47350185e-01 -1.79276705e-01 1.76312731e-01 -9.25638942e-02
6.07914222e-02 2.85214561e-01]
[ -1.69049431e-01 -2.33780226e-02 1.21949901e-01 1.06172291e-01
3.95782525e-01 6.24141615e-02 1.35884027e-02 3.76601563e-02
2.13679145e-02 5.39618353e-02]
[ -3.94463887e-02 1.80477638e-01 3.38463131e-01 -2.60293480e-02
-8.50197734e-02 -1.49918925e-01 1.67806487e-01 2.73974065e-03
-9.74186586e-02 2.23536961e-01]
[ -4.30242118e-02 3.22289621e-02 -1.34933481e-01 1.29077697e-02
9.91690415e-02 -2.81510400e-01 -9.42685871e-02 1.65741887e-01
7.28923594e-02 1.40780331e-02]
[ 6.25201028e-02 8.58314758e-02 1.33274361e-01 -1.59521464e-01
1.78343934e-01 9.14660796e-02 2.61048390e-02 2.92819996e-01
2.59211856e-02 8.10255996e-02]
[ 2.04887192e-01 -9.66932539e-02 -1.67859011e-01 1.28733178e-01
-3.15284427e-01 -1.80441117e-01 -1.28627341e-02 1.97620981e-01
2.47875332e-01 -2.88548996e-01]
[ 3.35089193e-02 1.03764550e-01 2.42445772e-01 2.33086426e-01
1.68777402e-02 -1.79845375e-01 -1.19567684e-01 -1.28201968e-01
-1.50992564e-01 -3.09799795e-01]
[ 5.66288233e-02 3.89485472e-02 -9.91927972e-02 -8.45644369e-03
9.94614145e-02 2.12194928e-02 -9.92446182e-02 -1.85794559e-01
6.87603782e-02 2.58884191e-01]
[ -9.71409481e-03 -8.16284282e-02 -6.97339017e-02 -6.52866212e-02
3.60552892e-02 -1.67860835e-01 1.19970772e-01 9.66909017e-03
2.66673388e-02 -4.36031525e-03]
[ -8.79923827e-04 -2.40063288e-02 2.29953432e-01 3.33693846e-02
-9.17368465e-02 -1.12578376e-01 2.12262140e-01 4.17627484e-02
-2.16305140e-01 6.73682865e-02]
[ 3.64876284e-02 -6.97548704e-02 9.14907999e-02 -4.23331789e-02
-8.33248348e-02 9.14029983e-02 1.75692987e-01 -2.70701130e-01
-5.46734141e-02 -1.38625310e-01]
[ -3.35559036e-02 1.66950497e-02 7.56607271e-02 -6.28210078e-02
6.97233348e-02 1.93725173e-01 1.66049342e-01 1.17244700e-01
-4.64644689e-02 1.49400766e-01]
[ 2.30800323e-01 7.43785605e-02 3.50731540e-02 9.49306840e-02
2.93082147e-03 -2.77992013e-02 -1.75645541e-01 1.46902806e-01
-4.37769831e-02 1.49893700e-03]
[ -4.81974402e-02 -2.65817098e-01 -3.26164119e-02 -8.35397181e-02
-9.79142683e-03 -6.24380555e-02 5.01558695e-02 4.80133159e-02
3.07533572e-02 6.00186449e-02]
[ -1.88646838e-01 5.51189158e-02 -9.89297550e-03 1.09784462e-01
-1.68737716e-01 -1.61218207e-01 -1.14222759e-01 -5.38872797e-02
5.32424686e-02 -1.05673933e-02]
[ -2.42327124e-02 4.98104852e-02 -5.80514012e-02 1.46731043e-01
5.80178994e-02 6.35569690e-02 8.43449483e-02 1.71967798e-01
-6.31230274e-03 1.94589764e-01]
[ 1.75259372e-01 6.00917027e-02 1.93784088e-01 1.84056056e-02
2.38874705e-02 1.47899898e-01 5.53768864e-02 1.72234751e-01
1.46745853e-01 -6.99261617e-02]
[ -1.12481110e-01 1.06907665e-01 2.19344029e-01 -4.04341811e-02
1.56386895e-01 1.59871152e-01 2.54611435e-02 -1.11916263e-02
-7.51673410e-02 -1.31669467e-02]
[ -1.03582602e-01 -2.44450877e-02 2.18273901e-02 8.02134807e-02
-1.00900415e-02 1.21962888e-01 2.78020962e-01 2.08561728e-02
-2.84815797e-01 -1.05137380e-01]
[ -1.68903110e-01 1.26724064e-01 -6.47855144e-02 -2.76018743e-01
-5.46830124e-02 8.54077926e-02 -5.48418126e-02 9.93679578e-02
-1.58956590e-01 1.12559770e-01]
[ 1.09963808e-01 -7.58631314e-02 -7.08545668e-02 -2.54156497e-02
-9.78250769e-02 -4.09697258e-02 -1.39580876e-01 1.45251563e-01
-6.54498162e-02 -5.38321780e-02]
[ 1.53434098e-01 -1.14450183e-01 -1.37816707e-01 3.45911674e-04
1.31051512e-01 -6.05469553e-02 -7.01605805e-02 -1.45722738e-01
1.32771745e-01 -8.97181405e-02]
[ -1.38797800e-01 1.49899689e-01 2.45304223e-01 -5.27412996e-02
2.31039226e-01 1.08053694e-01 5.89383440e-04 -2.94496444e-01
-1.46741672e-01 -8.37114289e-02]
[ -3.27047362e-01 2.14847426e-01 2.47219827e-02 6.24273025e-03
-4.19056807e-02 -1.86427781e-01 -1.70138567e-01 2.32772207e-01
-7.51374049e-02 1.35455457e-01]
[ 1.39596628e-01 1.23286026e-01 -2.45593196e-01 -1.08887051e-01
1.05040861e-01 -2.80461052e-01 -8.99666691e-04 -1.64798535e-01
-1.70383436e-02 -1.99452851e-01]
[ 2.21743898e-01 -8.25421476e-02 6.80704809e-02 -7.05731500e-03
-7.74076573e-02 -3.80287978e-02 -8.98554642e-02 -1.37881925e-01
1.18141900e-01 -1.50686882e-01]
[ -1.02180899e-01 9.01579869e-03 1.20772355e-01 1.16981536e-01
-7.20680147e-02 -1.09887875e-01 2.10480818e-01 -7.48069506e-02
1.88367342e-01 4.72413978e-03]
[ 2.05364937e-02 -8.53217444e-02 2.15690203e-01 -2.22089419e-01
4.85721171e-02 1.11185171e-01 -4.17856673e-02 -1.09776111e-01
3.19862328e-02 2.67170897e-01]]
[[ 0.15681146]
[ 0.54857611]
[ 0.16081176]
[ 0.15231696]
[-0.87922228]
[-0.19994839]
[-0.65459623]
[-0.10759378]
[ 0.06107633]
[ 0.35325963]]
Progress: 2.0% ... Training loss: 0.704 ... Validation loss: 1.245[[ 7.72354499e-02 1.49161260e-01 -1.74705020e-01 1.72358454e-02
-4.96720436e-01 5.69377266e-03 -1.25167540e-03 1.49900450e-01
-1.60131137e-01 1.02252441e-01]
[ 2.22372160e-02 1.99850777e-01 -1.57918671e-02 4.82299675e-02
6.50865767e-02 -9.78924677e-03 2.71610357e-01 4.10147624e-02
1.44642530e-01 -1.56818553e-02]
[ 2.11902586e-01 4.35145609e-01 3.10274024e-02 1.85420418e-01
-2.36549883e-01 -7.70063648e-02 -6.39260444e-01 -2.43811961e-02
1.47089747e-01 4.25210734e-01]
[ -3.94934095e-02 -3.86960322e-01 -2.43067184e-01 -4.88571966e-02
3.98432461e-01 1.76445177e-01 2.64186510e-01 4.75167071e-02
-1.44794880e-02 -1.09440074e-03]
[ -4.58312207e-03 2.31344432e-01 -1.51475787e-01 4.89117275e-02
5.92341138e-02 -1.75742993e-01 -4.46013388e-02 -1.17955697e-01
-2.06590884e-01 7.34368247e-02]
[ -3.62762863e-01 -2.69775783e-01 -2.94010909e-01 1.16016197e-01
1.96737117e-01 7.14975826e-02 -3.95728255e-03 -3.04978871e-02
-3.29960341e-02 1.44712932e-02]
[ 1.29785267e-03 -8.19008494e-02 1.31749616e-02 1.15299592e-01
-2.56693768e-01 -7.55899059e-02 1.08806200e-01 -1.85792626e-01
1.88020200e-01 7.03192084e-02]
[ 1.43569376e-01 -5.99829315e-02 5.06532309e-02 -3.15394682e-02
-2.79820570e-02 -6.54032379e-02 -1.47715481e-01 1.19235487e-01
8.43545799e-02 5.50645713e-02]
[ -1.60554783e-01 -2.89790176e-02 -3.07575661e-01 -2.04288687e-03
-1.02653922e-01 7.40049349e-02 -2.81806786e-01 -2.04105327e-02
2.78106072e-01 -1.03188855e-01]
[ 4.18608653e-02 -1.38744324e-01 8.06646359e-02 6.18777681e-03
1.63145554e-02 -8.65856598e-02 -9.29575383e-02 -9.20693022e-02
-3.98384551e-02 1.62342830e-01]
[ -8.29307638e-02 1.26157287e-01 -8.04590076e-03 -1.65036305e-01
-3.23374714e-03 4.02514222e-02 6.54830030e-02 -9.43974064e-02
-2.46361294e-02 -1.33293712e-01]
[ -4.50109565e-02 1.65120482e-01 -3.84283967e-02 7.14637865e-02
6.76734780e-02 6.44787703e-02 -2.06110833e-01 -1.71393737e-02
-1.06485687e-01 -1.02787580e-01]
[ -1.55526240e-01 7.44339350e-03 6.26751934e-02 2.38845963e-02
-1.77575545e-01 -2.20528165e-01 -1.82166703e-01 -1.96911553e-01
8.88657078e-02 1.76541033e-01]
[ -2.04287374e-01 -8.55657123e-02 1.24767247e-01 2.79302177e-01
-1.71529395e-01 -8.55399942e-02 -1.68049705e-01 -2.54294736e-01
-2.01825470e-01 2.60449834e-02]
[ 1.07423960e-01 -3.79550364e-02 -2.28915298e-02 9.79986996e-02
1.75522511e-02 -7.13603828e-02 1.04359269e-01 5.87132765e-03
1.47955651e-02 8.23397738e-03]
[ 7.16954772e-03 -9.85394679e-02 -2.26748849e-01 1.08867649e-01
4.20895991e-02 1.12967376e-01 -1.76208363e-02 -1.53221245e-02
-1.26088188e-01 -4.67673620e-02]
[ -1.26861583e-01 -3.97392788e-02 -2.05762019e-01 1.51747434e-01
-7.06201376e-02 1.35862056e-01 4.22337338e-03 -2.50309065e-01
6.01321956e-02 -2.02315857e-01]
[ -8.19117579e-02 -5.51873964e-02 2.69476719e-01 8.89928651e-02
1.25846182e-01 -5.29988810e-02 -1.21471610e-01 1.24832483e-01
6.07210630e-02 2.29345876e-02]
[ 9.20222260e-02 1.41212248e-01 1.12346712e-01 1.45593673e-01
-1.64989672e-01 -5.47260078e-02 1.05494310e-01 1.14210766e-01
-8.47665595e-04 1.38777660e-02]
[ 2.99854719e-02 -6.23136884e-02 -2.73107632e-01 -1.61603532e-02
1.12076524e-01 -1.13289492e-01 8.19941085e-02 1.58928802e-01
1.25391742e-01 1.60978385e-02]
[ 5.68746885e-02 6.16375611e-02 -1.17034818e-01 4.53651709e-02
-1.40073148e-01 3.24957812e-01 2.00489966e-01 2.05305381e-01
-1.68039123e-01 -3.78978637e-02]
[ -5.60355831e-03 -4.94465127e-02 1.10098164e-01 9.29539545e-02
1.42501315e-02 1.23766797e-01 -2.03618887e-01 -3.33049218e-02
1.98313824e-01 7.09742319e-02]
[ 9.53005093e-02 4.90837501e-02 -5.87903880e-02 -1.20412733e-01
-6.64511792e-02 -3.18639222e-01 1.34410032e-01 1.20078774e-02
1.32444114e-01 6.96746589e-02]
[ -9.80747418e-02 2.28595204e-02 -1.49570695e-02 2.29166630e-02
1.46722370e-02 -2.01743946e-01 -9.06165296e-02 -1.91232185e-02
1.46502237e-02 1.30258907e-01]
[ -1.30541123e-01 -1.28741361e-02 -1.91049350e-01 1.51435349e-02
-3.06236293e-01 -9.53489433e-03 -5.81800082e-02 -2.15226951e-02
1.87601031e-02 8.51794579e-02]
[ 6.91391816e-02 2.29260668e-01 -1.86326558e-02 6.43970584e-03
5.90253830e-02 2.07958884e-01 2.10692910e-01 1.05413123e-01
-8.42076584e-02 -2.04577740e-01]
[ 1.02770648e-01 5.17666310e-03 3.83572592e-02 8.83731129e-02
9.47083368e-02 1.86488758e-02 1.03021268e-01 8.18117103e-02
1.44098192e-01 -1.76093174e-01]
[ 1.16317679e-01 -8.30007677e-02 1.78476678e-02 3.35556961e-02
1.76339098e-01 -5.00951735e-02 1.09199788e-01 3.88124102e-02
-2.60331971e-01 -3.76787078e-02]
[ -3.52513559e-02 -1.92921632e-01 6.52739566e-02 -2.43757143e-02
1.48924696e-01 -1.78926989e-01 1.77463962e-01 -9.23715105e-02
6.06885211e-02 2.84626795e-01]
[ -1.69238884e-01 -2.39748259e-02 1.21748550e-01 1.05982411e-01
3.96767054e-01 6.26546752e-02 1.43552947e-02 3.77948632e-02
2.12963366e-02 5.35218726e-02]
[ -3.99739363e-02 1.78678159e-01 3.37922429e-01 -2.65493184e-02
-8.21229060e-02 -1.49240990e-01 1.69947078e-01 3.09542762e-03
-9.76269810e-02 2.22412244e-01]
[ -4.30287819e-02 3.22147255e-02 -1.34939412e-01 1.29039357e-02
9.91993322e-02 -2.81506480e-01 -9.42419631e-02 1.65744287e-01
7.28910389e-02 1.40649593e-02]
[ 6.25964676e-02 8.61055828e-02 1.33360443e-01 -1.59443068e-01
1.77901817e-01 9.13704862e-02 2.57755235e-02 2.92769861e-01
2.59481273e-02 8.12213114e-02]
[ 2.05116595e-01 -9.59643174e-02 -1.67622603e-01 1.28976742e-01
-3.16559638e-01 -1.80754148e-01 -1.36885309e-02 1.97446874e-01
2.47971072e-01 -2.88082279e-01]
[ 3.34862651e-02 1.03686272e-01 2.42421226e-01 2.33062955e-01
1.70128362e-02 -1.79816074e-01 -1.19478775e-01 -1.28185694e-01
-1.51001333e-01 -3.09847733e-01]
[ 5.67227967e-02 3.92417925e-02 -9.90895079e-02 -8.36442099e-03
9.90486290e-02 2.10959259e-02 -9.95832328e-02 -1.85860734e-01
6.87962130e-02 2.59070217e-01]
[ -9.64731549e-03 -8.13574843e-02 -6.96582508e-02 -6.52120627e-02
3.56668826e-02 -1.67943325e-01 1.19723132e-01 9.61120967e-03
2.66987587e-02 -4.21983796e-03]
[ -7.71793829e-04 -2.36334476e-02 2.30070083e-01 3.34776893e-02
-9.23390447e-02 -1.12712428e-01 2.11876171e-01 4.16848820e-02
-2.16262008e-01 6.75984286e-02]
[ 3.64876284e-02 -6.97548704e-02 9.14907999e-02 -4.23331789e-02
-8.33248348e-02 9.14029983e-02 1.75692987e-01 -2.70701130e-01
-5.46734141e-02 -1.38625310e-01]
[ -3.35402958e-02 1.67343438e-02 7.56763752e-02 -6.28058187e-02
6.97000875e-02 1.93702958e-01 1.65995346e-01 1.17234199e-01
-4.64581040e-02 1.49422904e-01]
[ 2.30783456e-01 7.44600480e-02 3.50422011e-02 9.49040898e-02
3.05151186e-03 -2.77847958e-02 -1.75726054e-01 1.46928355e-01
-4.37894214e-02 1.41041671e-03]
[ -4.81487391e-02 -2.65686710e-01 -3.25557751e-02 -8.34857067e-02
-9.91963897e-03 -6.25060321e-02 5.00759120e-02 4.79709827e-02
3.07756634e-02 6.01086861e-02]
[ -1.88271429e-01 5.61761312e-02 -9.51636068e-03 1.10130832e-01
-1.69981852e-01 -1.61667326e-01 -1.15591383e-01 -5.41552480e-02
5.33904561e-02 -9.78453547e-03]
[ -2.28270305e-02 5.40047666e-02 -5.65565469e-02 1.48085892e-01
5.10756145e-02 6.18188826e-02 7.94415290e-02 1.70983578e-01
-5.74599692e-03 1.97310861e-01]
[ 1.75578475e-01 6.11016073e-02 1.94102871e-01 1.87140039e-02
2.23366289e-02 1.47497491e-01 5.42463008e-02 1.72018827e-01
1.46868483e-01 -6.92400320e-02]
[ -1.12378295e-01 1.07262513e-01 2.19443614e-01 -4.03340903e-02
1.55806000e-01 1.59738207e-01 2.50678457e-02 -1.12633601e-02
-7.51278407e-02 -1.29573419e-02]
[ -1.03480224e-01 -2.40887558e-02 2.19363789e-02 8.03116123e-02
-1.05899302e-02 1.21830445e-01 2.77610312e-01 2.07854888e-02
-2.84776184e-01 -1.04919391e-01]
[ -1.68979205e-01 1.26442794e-01 -6.48652796e-02 -2.76096643e-01
-5.42131000e-02 8.55077179e-02 -5.45902440e-02 9.94226076e-02
-1.58985734e-01 1.12404673e-01]
[ 1.09816312e-01 -7.63705765e-02 -7.10185048e-02 -2.55686984e-02
-9.69636894e-02 -4.07716761e-02 -1.38985121e-01 1.45359072e-01
-6.55097211e-02 -5.41700723e-02]
[ 1.53691656e-01 -1.13527432e-01 -1.37526334e-01 6.14511011e-04
1.29751207e-01 -6.08805589e-02 -7.11078307e-02 -1.45921156e-01
1.32880683e-01 -8.91658552e-02]
[ -1.38917087e-01 1.49515925e-01 2.45182250e-01 -5.28618259e-02
2.31674603e-01 1.08208775e-01 9.95298858e-04 -2.94410364e-01
-1.46789641e-01 -8.39608745e-02]
[ -3.26357367e-01 2.16625527e-01 2.54281701e-02 6.89174527e-03
-4.51954004e-02 -1.87233180e-01 -1.72008777e-01 2.32291240e-01
-7.48597774e-02 1.36538629e-01]
[ 1.39650863e-01 1.23490500e-01 -2.45574746e-01 -1.08844423e-01
1.04866762e-01 -2.80540004e-01 -1.18750350e-03 -1.64823305e-01
-1.70253884e-02 -1.99387922e-01]
[ 2.22041969e-01 -8.16562519e-02 6.84213219e-02 -6.76066513e-03
-7.84432219e-02 -3.84318674e-02 -9.07894824e-02 -1.38103299e-01
1.18275213e-01 -1.50089250e-01]
[ -1.02303697e-01 8.38905672e-03 1.20608749e-01 1.16806730e-01
-7.05161088e-02 -1.09664391e-01 2.11055323e-01 -7.47020847e-02
1.88311193e-01 4.37553056e-03]
[ 2.03278527e-02 -8.60273165e-02 2.15503480e-01 -2.22284586e-01
4.98041890e-02 1.11443405e-01 -4.07969664e-02 -1.09648428e-01
3.19078326e-02 2.66719327e-01]]
[[ 0.170335 ]
[ 0.57034883]
[ 0.17179332]
[ 0.16998545]
[-0.88042716]
[-0.19479655]
[-0.65410621]
[-0.09472962]
[ 0.07338957]
[ 0.3721086 ]]
Progress: 2.1% ... Training loss: 0.690 ... Validation loss: 1.193[[ 7.90509121e-02 1.54218656e-01 -1.72773572e-01 1.90455606e-02
-5.03058331e-01 3.65855539e-03 -6.46669132e-03 1.48896277e-01
-1.59321781e-01 1.05675775e-01]
[ 2.20707288e-02 1.99326219e-01 -1.59771396e-02 4.80443653e-02
6.60558046e-02 -9.58622213e-03 2.72235679e-01 4.11156784e-02
1.44565228e-01 -1.60569339e-02]
[ 2.14788799e-01 4.43469256e-01 3.40179909e-02 1.88433217e-01
-2.48921677e-01 -8.04426771e-02 -6.48171373e-01 -2.60407254e-02
1.48365508e-01 4.30760570e-01]
[ -4.19773861e-02 -3.93872157e-01 -2.45460806e-01 -5.12565881e-02
4.07426639e-01 1.79174834e-01 2.71855386e-01 4.88572725e-02
-1.55359842e-02 -5.81184159e-03]
[ -3.17563417e-03 2.34852359e-01 -1.49837927e-01 5.03827671e-02
5.32850368e-02 -1.77334059e-01 -4.86883615e-02 -1.18736679e-01
-2.05928001e-01 7.59516179e-02]
[ -3.63215096e-01 -2.71078730e-01 -2.94495496e-01 1.15511507e-01
1.99360696e-01 7.20700101e-02 -2.22249599e-03 -3.02170342e-02
-3.32039230e-02 1.34353483e-02]
[ 1.52891779e-03 -8.10742323e-02 1.34277753e-02 1.15510297e-01
-2.57020932e-01 -7.58262216e-02 1.07776318e-01 -1.85924386e-01
1.88125695e-01 7.08332648e-02]
[ 1.44417492e-01 -5.77530681e-02 5.15781432e-02 -3.06535108e-02
-3.09515299e-02 -6.64186509e-02 -1.49544969e-01 1.18752912e-01
8.47484798e-02 5.63701660e-02]
[ -1.60237906e-01 -2.80340012e-02 -3.07206357e-01 -1.71912938e-03
-1.03890000e-01 7.36413002e-02 -2.82839058e-01 -2.05944468e-02
2.78246347e-01 -1.02468186e-01]
[ 4.27453443e-02 -1.36172626e-01 8.15741904e-02 7.03368632e-03
1.43018853e-02 -8.75465025e-02 -9.50769365e-02 -9.25359731e-02
-3.94347748e-02 1.63674463e-01]
[ -8.26601067e-02 1.26983419e-01 -7.74453784e-03 -1.64767706e-01
-4.22857742e-03 3.99263460e-02 6.46315184e-02 -9.45617290e-02
-2.45237939e-02 -1.32664043e-01]
[ -4.52222683e-02 1.64421201e-01 -3.85768712e-02 7.12650068e-02
6.87718427e-02 6.47217533e-02 -2.05296806e-01 -1.70257762e-02
-1.06569922e-01 -1.03244506e-01]
[ -1.55526240e-01 7.44339350e-03 6.26751934e-02 2.38845963e-02
-1.77575545e-01 -2.20528165e-01 -1.82166703e-01 -1.96911553e-01
8.88657078e-02 1.76541033e-01]
[ -2.04565676e-01 -8.64447745e-02 1.24450299e-01 2.78984611e-01
-1.69909245e-01 -8.51755119e-02 -1.66981209e-01 -2.54121143e-01
-2.01958451e-01 2.54157572e-02]
[ 1.07468240e-01 -3.77683189e-02 -2.28566116e-02 9.80340946e-02
1.74500869e-02 -7.14149339e-02 1.04197751e-01 5.84918655e-03
1.48121025e-02 8.33215984e-03]
[ 7.18818339e-03 -9.83964434e-02 -2.26729367e-01 1.08881334e-01
4.20390631e-02 1.12957440e-01 -1.76909696e-02 -1.53291403e-02
-1.26073749e-01 -4.67721813e-02]
[ -1.26910863e-01 -3.99389502e-02 -2.05770396e-01 1.51684837e-01
-6.97608358e-02 1.35949953e-01 4.36297103e-03 -2.50277631e-01
6.01133950e-02 -2.02399431e-01]
[ -8.18103400e-02 -5.47851739e-02 2.69578553e-01 8.90923863e-02
1.25269599e-01 -5.31228223e-02 -1.21896114e-01 1.24774351e-01
6.07630136e-02 2.31545758e-02]
[ 9.19547539e-02 1.40899512e-01 1.12283048e-01 1.45528460e-01
-1.64275363e-01 -5.46489841e-02 1.05821971e-01 1.14240657e-01
-8.69157762e-04 1.37123478e-02]
[ 3.01867385e-02 -6.17618451e-02 -2.72931037e-01 -1.59744630e-02
1.11594230e-01 -1.13494029e-01 8.15306194e-02 1.58837247e-01
1.25465700e-01 1.64192259e-02]
[ 5.71102774e-02 6.21134183e-02 -1.16790410e-01 4.55937238e-02
-1.40740886e-01 3.24665674e-01 2.00019565e-01 2.05178847e-01
-1.67928676e-01 -3.76135534e-02]
[ -4.84836903e-03 -4.71808652e-02 1.10936122e-01 9.37579553e-02
1.09319042e-02 1.22861592e-01 -2.05720374e-01 -3.37551319e-02
1.98661469e-01 7.24394921e-02]
[ 9.51720005e-02 4.86842370e-02 -5.89004577e-02 -1.20536366e-01
-6.58062392e-02 -3.18487125e-01 1.34911101e-01 1.20777665e-02
1.32388535e-01 6.94014724e-02]
[ -9.79693031e-02 2.32138808e-02 -1.48448285e-02 2.30250824e-02
1.41935614e-02 -2.01867996e-01 -9.10398913e-02 -1.91861044e-02
1.46989170e-02 1.30503539e-01]
[ -1.30535553e-01 -1.27642767e-02 -1.91015284e-01 1.51528079e-02
-3.06307911e-01 -9.54497237e-03 -5.82587940e-02 -2.15264245e-02
1.87670642e-02 8.52062977e-02]
[ 6.89980812e-02 2.28771076e-01 -1.87667969e-02 6.29069069e-03
5.97829284e-02 2.08132466e-01 2.11226608e-01 1.05497395e-01
-8.42669959e-02 -2.04892146e-01]
[ 1.02394829e-01 3.97755086e-03 3.79838533e-02 8.79906038e-02
9.66466340e-02 1.90913401e-02 1.04377931e-01 8.20259454e-02
1.43933376e-01 -1.76927308e-01]
[ 1.16024392e-01 -8.39542826e-02 1.75523728e-02 3.32519453e-02
1.77879469e-01 -4.97546701e-02 1.10324323e-01 3.89784090e-02
-2.60457589e-01 -3.83206939e-02]
[ -3.54608718e-02 -1.93573468e-01 6.50594945e-02 -2.45983955e-02
1.49987789e-01 -1.78677366e-01 1.78257140e-01 -9.22481032e-02
6.05946276e-02 2.84160233e-01]
[ -1.69725612e-01 -2.55100812e-02 1.21246040e-01 1.05490100e-01
3.99254297e-01 6.32212611e-02 1.62360510e-02 3.80694576e-02
2.10864751e-02 5.24670561e-02]
[ -4.03735904e-02 1.77395421e-01 3.37526489e-01 -2.69509543e-02
-8.01760020e-02 -1.48788014e-01 1.71361312e-01 3.31583239e-03
-9.77979090e-02 2.21556190e-01]
[ -4.32103673e-02 3.17038373e-02 -1.35137430e-01 1.27081775e-02
1.00208367e-01 -2.81290988e-01 -9.35477124e-02 1.65851145e-01
7.28072560e-02 1.36497197e-02]
[ 6.29116513e-02 8.72194449e-02 1.33715187e-01 -1.59099395e-01
1.76237215e-01 9.09805533e-02 2.45352592e-02 2.92580892e-01
2.60944278e-02 8.19677773e-02]
[ 2.05372650e-01 -9.50467581e-02 -1.67377242e-01 1.29235693e-01
-3.17751631e-01 -1.81037242e-01 -1.45610373e-02 1.97325714e-01
2.48079420e-01 -2.87557718e-01]
[ 3.36437996e-02 1.04174650e-01 2.42583651e-01 2.33221832e-01
1.63458789e-02 -1.80001348e-01 -1.20060226e-01 -1.28277717e-01
-1.50930372e-01 -3.09510701e-01]
[ 5.67883398e-02 3.94521477e-02 -9.90267702e-02 -8.29819171e-03
9.87198468e-02 2.10193639e-02 -9.98232321e-02 -1.85896042e-01
6.88244617e-02 2.59207839e-01]
[ -9.23643275e-03 -8.00414348e-02 -6.92203260e-02 -6.47818599e-02
3.39418918e-02 -1.68416154e-01 1.18368994e-01 9.37056626e-03
2.68842939e-02 -3.42576698e-03]
[ -6.56339895e-04 -2.32627011e-02 2.30175204e-01 3.35917940e-02
-9.27558057e-02 -1.12843006e-01 2.11447852e-01 4.16179113e-02
-2.16209931e-01 6.77995732e-02]
[ 3.66655731e-02 -6.93079178e-02 9.16798821e-02 -4.21521626e-02
-8.40446362e-02 9.11957693e-02 1.75196478e-01 -2.70794652e-01
-5.45951687e-02 -1.38346306e-01]
[ -3.35645199e-02 1.66619971e-02 7.56622907e-02 -6.28203700e-02
6.98769665e-02 1.93714928e-01 1.66071548e-01 1.17238758e-01
-4.64626088e-02 1.49394283e-01]
[ 2.30696994e-01 7.41926966e-02 3.49545107e-02 9.48212480e-02
3.45897222e-03 -2.76874898e-02 -1.75443954e-01 1.46973178e-01
-4.38266601e-02 1.22623039e-03]
[ -4.81251220e-02 -2.65598979e-01 -3.25316753e-02 -8.34619420e-02
-1.00179860e-02 -6.25306629e-02 5.00061073e-02 4.79575430e-02
3.07842903e-02 6.01635413e-02]
[ -1.87711061e-01 5.76205663e-02 -8.93141784e-03 1.10665049e-01
-1.71643968e-01 -1.62257785e-01 -1.17171493e-01 -5.44539600e-02
5.36202181e-02 -8.62836168e-03]
[ -2.15478447e-02 5.79764806e-02 -5.52363604e-02 1.49371491e-01
4.52707843e-02 6.03189548e-02 7.51053336e-02 1.70252199e-01
-5.17449686e-03 1.99834629e-01]
[ 1.75620363e-01 6.12412523e-02 1.94164015e-01 1.87609715e-02
2.21673128e-02 1.47442332e-01 5.41078134e-02 1.71990918e-01
1.46889368e-01 -6.91349803e-02]
[ -1.12303639e-01 1.07499297e-01 2.19513306e-01 -4.02598684e-02
1.55424301e-01 1.59652468e-01 2.47906445e-02 -1.13040273e-02
-7.50975954e-02 -1.27935392e-02]
[ -1.03476864e-01 -2.40694819e-02 2.19557453e-02 8.03139081e-02
-1.06290671e-02 1.21824686e-01 2.77582844e-01 2.07826459e-02
-2.84772161e-01 -1.04907383e-01]
[ -1.69082932e-01 1.26066290e-01 -6.49814257e-02 -2.76213024e-01
-5.37408388e-02 8.56410987e-02 -5.41614807e-02 9.94857073e-02
-1.59034343e-01 1.12168711e-01]
[ 1.09580566e-01 -7.70963733e-02 -7.12611969e-02 -2.58116543e-02
-9.58025813e-02 -4.04913183e-02 -1.38083907e-01 1.45492969e-01
-6.56141088e-02 -5.46692887e-02]
[ 1.53663431e-01 -1.13599007e-01 -1.37496781e-01 6.00608045e-04
1.30255707e-01 -6.08556953e-02 -7.07898645e-02 -1.45925701e-01
1.32879794e-01 -8.92556410e-02]
[ -1.39337023e-01 1.48192433e-01 2.44752070e-01 -5.33000939e-02
2.33982711e-01 1.08698369e-01 2.52905782e-03 -2.94178763e-01
-1.46972074e-01 -8.48629902e-02]
[ -3.26095693e-01 2.17241663e-01 2.57179038e-02 7.15834817e-03
-4.60279241e-02 -1.87546833e-01 -1.72726301e-01 2.32161568e-01
-7.47350226e-02 1.36988067e-01]
[ 1.39460122e-01 1.23013003e-01 -2.45762658e-01 -1.09057999e-01
1.05786779e-01 -2.80312071e-01 -7.11484548e-04 -1.64711845e-01
-1.71098212e-02 -1.99785443e-01]
[ 2.22566282e-01 -7.99531938e-02 6.89573268e-02 -6.25687830e-03
-8.05948317e-02 -3.90095843e-02 -9.24913500e-02 -1.38379990e-01
1.18501064e-01 -1.48982174e-01]
[ -1.02227673e-01 8.45507299e-03 1.20684645e-01 1.16864811e-01
-7.00105611e-02 -1.09722577e-01 2.11130937e-01 -7.47423570e-02
1.88335895e-01 4.46192419e-03]
[ 2.10485684e-02 -8.38414124e-02 2.16252827e-01 -2.21531581e-01
4.66410131e-02 1.10607634e-01 -4.29377887e-02 -1.10057704e-01
3.22320596e-02 2.67970216e-01]]
[[ 0.18942649]
[ 0.59689468]
[ 0.18527908]
[ 0.18628058]
[-0.88542609]
[-0.18805065]
[-0.65933448]
[-0.08153388]
[ 0.08835357]
[ 0.39583962]]
Progress: 2.1% ... Training loss: 0.682 ... Validation loss: 1.141[[ 8.03330094e-02 1.57718416e-01 -1.71598461e-01 2.03076269e-02
-5.07475608e-01 2.45807996e-03 -9.98134113e-03 1.48362072e-01
-1.58738635e-01 1.07939481e-01]
[ 2.22137393e-02 1.99593007e-01 -1.58483251e-02 4.81772325e-02
6.54361266e-02 -9.72326552e-03 2.71836216e-01 4.10603344e-02
1.44631730e-01 -1.57604513e-02]
[ 2.16957776e-01 4.50231269e-01 3.62203292e-02 1.90686571e-01
-2.58283459e-01 -8.26987863e-02 -6.54905368e-01 -2.69910529e-02
1.49381008e-01 4.35127244e-01]
[ -4.32416872e-02 -3.96934279e-01 -2.46585000e-01 -5.24182014e-02
4.11446851e-01 1.80314664e-01 2.75733577e-01 4.93825142e-02
-1.60954424e-02 -8.14111172e-03]
[ -3.55394145e-03 2.32656321e-01 -1.50264116e-01 4.98615660e-02
5.57799988e-02 -1.76833736e-01 -4.71366405e-02 -1.18522746e-01
-2.06098444e-01 7.50744240e-02]
[ -3.63684054e-01 -2.72843407e-01 -2.95055550e-01 1.14978318e-01
2.01794809e-01 7.26328703e-02 -3.52734493e-04 -2.99901535e-02
-3.34333832e-02 1.22536702e-02]
[ 1.33829836e-03 -8.17301618e-02 1.32184169e-02 1.15283818e-01
-2.55072940e-01 -7.55766711e-02 1.08703567e-01 -1.85832304e-01
1.88043361e-01 7.02529078e-02]
[ 1.44698680e-01 -5.67968907e-02 5.18894558e-02 -3.03248538e-02
-3.23940125e-02 -6.67446219e-02 -1.50382056e-01 1.18624887e-01
8.48896926e-02 5.68914992e-02]
[ -1.59810945e-01 -2.66920073e-02 -3.06808707e-01 -1.29925538e-03
-1.05409134e-01 7.32422205e-02 -2.83989822e-01 -2.07803973e-02
2.78420325e-01 -1.01609194e-01]
[ 4.30818959e-02 -1.35075498e-01 8.18504632e-02 7.35242779e-03
1.39650349e-02 -8.78021516e-02 -9.57225192e-02 -9.26748868e-02
-3.92977943e-02 1.63986586e-01]
[ -8.25916766e-02 1.26905047e-01 -7.74484285e-03 -1.64724381e-01
-4.18435693e-03 3.98919645e-02 6.47609815e-02 -9.45811318e-02
-2.45006373e-02 -1.32544660e-01]
[ -4.55786776e-02 1.63280011e-01 -3.89132888e-02 7.08918036e-02
7.04849613e-02 6.50991440e-02 -2.03971526e-01 -1.68624721e-02
-1.06726662e-01 -1.04057721e-01]
[ -1.55526240e-01 7.44339350e-03 6.26751934e-02 2.38845963e-02
-1.77575545e-01 -2.20528165e-01 -1.82166703e-01 -1.96911553e-01
8.88657078e-02 1.76541033e-01]
[ -2.04847259e-01 -8.75430755e-02 1.24118362e-01 2.78652138e-01
-1.68372152e-01 -8.48379171e-02 -1.65826458e-01 -2.53984010e-01
-2.02092759e-01 2.46913346e-02]
[ 1.07343987e-01 -3.81465094e-02 -2.29994179e-02 9.78999693e-02
1.80258508e-02 -7.12733158e-02 1.04623783e-01 5.90802187e-03
1.47465878e-02 8.03454358e-03]
[ 6.98574507e-03 -9.91969331e-02 -2.26942378e-01 1.08684019e-01
4.30114840e-02 1.13174141e-01 -1.69414623e-02 -1.52493818e-02
-1.26164876e-01 -4.72129375e-02]
[ -1.26762744e-01 -3.94698384e-02 -2.05622588e-01 1.51825117e-01
-6.99637852e-02 1.35823204e-01 3.84765424e-03 -2.50324918e-01
6.01810637e-02 -2.02056876e-01]
[ -8.17125825e-02 -5.43935237e-02 2.69656263e-01 8.91843009e-02
1.25153882e-01 -5.32161938e-02 -1.22096008e-01 1.24727619e-01
6.08179401e-02 2.32231164e-02]
[ 9.16906974e-02 1.39929104e-01 1.11997597e-01 1.45230380e-01
-1.62866394e-01 -5.43440414e-02 1.06879829e-01 1.14365380e-01
-9.98745476e-04 1.30929109e-02]
[ 3.05443789e-02 -6.05063256e-02 -2.72537092e-01 -1.55723420e-02
1.09890971e-01 -1.13908954e-01 8.04405873e-02 1.58666823e-01
1.25646376e-01 1.69929969e-02]
[ 5.68113720e-02 6.12029221e-02 -1.17088556e-01 4.52963754e-02
-1.39371618e-01 3.24969520e-01 2.01053110e-01 2.05307793e-01
-1.68074498e-01 -3.81633506e-02]
[ -4.41203738e-03 -4.59091084e-02 1.11357284e-01 9.41973871e-02
8.95045176e-03 1.22417657e-01 -2.07108469e-01 -3.39405996e-02
1.98867817e-01 7.33654863e-02]
[ 9.55298982e-02 4.98690580e-02 -5.85579332e-02 -1.20168169e-01
-6.70853171e-02 -3.18820655e-01 1.33877995e-01 1.19205668e-02
1.32543870e-01 7.01517614e-02]
[ -9.80762120e-02 2.29048747e-02 -1.49600229e-02 2.29080289e-02
1.46809195e-02 -2.01748756e-01 -9.06602594e-02 -1.91360223e-02
1.46437445e-02 1.30255100e-01]
[ -1.30606583e-01 -1.29926800e-02 -1.91072338e-01 1.50761226e-02
-3.05955839e-01 -9.46904284e-03 -5.80245165e-02 -2.14938046e-02
1.87270400e-02 8.50439059e-02]
[ 6.89980812e-02 2.28771076e-01 -1.87667969e-02 6.29069069e-03
5.97829284e-02 2.08132466e-01 2.11226608e-01 1.05497395e-01
-8.42669959e-02 -2.04892146e-01]
[ 1.02148418e-01 3.24639516e-03 3.77455977e-02 8.77502553e-02
9.77777240e-02 1.93355361e-02 1.05213575e-01 8.21329943e-02
1.43820380e-01 -1.77447649e-01]
[ 1.15608622e-01 -8.52897044e-02 1.71447079e-02 3.28118708e-02
1.79956900e-01 -4.93056379e-02 1.11836437e-01 3.91719547e-02
-2.60650870e-01 -3.92387193e-02]
[ -3.64019408e-02 -1.96154557e-01 6.41327716e-02 -2.55578858e-02
1.54359720e-01 -1.77715541e-01 1.81455973e-01 -9.18411309e-02
6.01574433e-02 2.82216079e-01]
[ -1.70090745e-01 -2.65988947e-02 1.20879306e-01 1.05139333e-01
4.00765402e-01 6.35815868e-02 1.73866437e-02 3.82282807e-02
2.09135036e-02 5.17468067e-02]
[ -4.07172112e-02 1.76399603e-01 3.37184067e-01 -2.73022353e-02
-7.85695052e-02 -1.48431329e-01 1.72452893e-01 3.47083046e-03
-9.79595266e-02 2.20803386e-01]
[ -4.37178609e-02 3.01126331e-02 -1.35636342e-01 1.22055448e-02
1.02521126e-01 -2.80796506e-01 -9.18322937e-02 1.66071583e-01
7.25756107e-02 1.26149542e-02]
[ 6.32238744e-02 8.81963351e-02 1.34047533e-01 -1.58760156e-01
1.74662849e-01 9.06547534e-02 2.33982052e-02 2.92441386e-01
2.62449894e-02 8.26723859e-02]
[ 2.05643737e-01 -9.42519262e-02 -1.67095495e-01 1.29528012e-01
-3.19051794e-01 -1.81327639e-01 -1.54848006e-02 1.97202513e-01
2.48208369e-01 -2.87025617e-01]
[ 3.37521319e-02 1.04444555e-01 2.42688404e-01 2.33321459e-01
1.58730392e-02 -1.80098183e-01 -1.20394175e-01 -1.28326000e-01
-1.50879002e-01 -3.09272137e-01]
[ 5.65444952e-02 3.86935272e-02 -9.92742974e-02 -8.54267050e-03
9.97463644e-02 2.12703011e-02 -9.90072455e-02 -1.85796140e-01
6.87067597e-02 2.58713414e-01]
[ -9.28817339e-03 -8.02534379e-02 -6.92920445e-02 -6.48510027e-02
3.42219898e-02 -1.68354976e-01 1.18594653e-01 9.40145783e-03
2.68544992e-02 -3.57654355e-03]
[ -2.12750372e-04 -2.19823789e-02 2.30541831e-01 3.40350106e-02
-9.45647486e-02 -1.13280130e-01 2.10055588e-01 4.14242126e-02
-2.16006562e-01 6.86570211e-02]
[ 3.67916639e-02 -6.90683835e-02 9.17999270e-02 -4.20314014e-02
-8.44769617e-02 9.10705789e-02 1.74812982e-01 -2.70844575e-01
-5.45363332e-02 -1.38094716e-01]
[ -3.33636250e-02 1.72513927e-02 7.58790684e-02 -6.26068376e-02
6.90910227e-02 1.93496972e-01 1.65619933e-01 1.17139845e-01
-4.63604141e-02 1.49636893e-01]
[ 2.30537751e-01 7.36952482e-02 3.47954410e-02 9.46591510e-02
4.19506673e-03 -2.75209564e-02 -1.74911006e-01 1.47045934e-01
-4.39016587e-02 8.82595227e-04]
[ -4.78033764e-02 -2.64629585e-01 -3.22225275e-02 -8.31462488e-02
-1.13819922e-02 -6.28464315e-02 4.88867948e-02 4.78217021e-02
3.09351354e-02 6.08513882e-02]
[ -1.86925796e-01 5.97947306e-02 -8.18617023e-03 1.11409703e-01
-1.74199046e-01 -1.62953586e-01 -1.19369706e-01 -5.47770664e-02
5.39650088e-02 -7.07104369e-03]
[ -2.08638644e-02 6.00736183e-02 -5.45914443e-02 1.50036516e-01
4.22806022e-02 5.96375512e-02 7.30374510e-02 1.69956158e-01
-4.86302892e-03 2.01191708e-01]
[ 1.75812974e-01 6.18993562e-02 1.94372003e-01 1.89745666e-02
2.11778469e-02 1.47229611e-01 5.34678526e-02 1.71901224e-01
1.46984163e-01 -6.87735708e-02]
[ -1.12131095e-01 1.07983160e-01 2.19675053e-01 -4.00887517e-02
1.54687569e-01 1.59483903e-01 2.42506497e-02 -1.13786741e-02
-7.50190986e-02 -1.24595672e-02]
[ -1.03567689e-01 -2.43607264e-02 2.18512133e-02 8.02090652e-02
-1.01413156e-02 1.21931070e-01 2.77898794e-01 2.08253442e-02
-2.84813631e-01 -1.05107305e-01]
[ -1.69061288e-01 1.26133210e-01 -6.49635823e-02 -2.76193968e-01
-5.38165501e-02 8.56222173e-02 -5.42244315e-02 9.94772359e-02
-1.59025433e-01 1.12196857e-01]
[ 1.09354281e-01 -7.77364531e-02 -7.14672733e-02 -2.60354702e-02
-9.48376091e-02 -4.02690955e-02 -1.37419014e-01 1.45591207e-01
-6.57216373e-02 -5.51245956e-02]
[ 1.53839793e-01 -1.13164832e-01 -1.37348939e-01 7.71822456e-04
1.29725380e-01 -6.10127818e-02 -7.11018140e-02 -1.46008240e-01
1.32978104e-01 -8.89809817e-02]
[ -1.39428422e-01 1.47749499e-01 2.44636328e-01 -5.34162933e-02
2.34473175e-01 1.08813150e-01 2.83556774e-03 -2.94140321e-01
-1.47020604e-01 -8.51031807e-02]
[ -3.26778768e-01 2.14984682e-01 2.50118402e-02 6.42930427e-03
-4.28099252e-02 -1.86811650e-01 -1.70326053e-01 2.32473228e-01
-7.50587821e-02 1.35466151e-01]
[ 1.39694893e-01 1.23762703e-01 -2.45535830e-01 -1.08813882e-01
1.05107518e-01 -2.80527591e-01 -1.22615553e-03 -1.64815225e-01
-1.70220616e-02 -1.99355277e-01]
[ 2.22980336e-01 -7.86851178e-02 6.93314140e-02 -5.87631099e-03
-8.19858079e-02 -3.93764217e-02 -9.37275678e-02 -1.38530082e-01
1.18678782e-01 -1.48123738e-01]
[ -1.02502189e-01 7.59011306e-03 1.20421189e-01 1.16597302e-01
-6.86817150e-02 -1.09449893e-01 2.12044619e-01 -7.46207703e-02
1.88212199e-01 3.88390441e-03]
[ 2.13209443e-02 -8.28509238e-02 2.16528881e-01 -2.21225864e-01
4.56247570e-02 1.10311789e-01 -4.36862300e-02 -1.10188396e-01
3.23676550e-02 2.68365372e-01]]
[[ 0.19590324]
[ 0.60461721]
[ 0.18638267]
[ 0.18713243]
[-0.89612576]
[-0.18871238]
[-0.66967558]
[-0.08071758]
[ 0.09309981]
[ 0.39948532]]
Progress: 2.2% ... Training loss: 0.678 ... Validation loss: 1.133[[ 8.21216053e-02 1.63107359e-01 -1.69858674e-01 2.20897243e-02
-5.14075988e-01 6.61744825e-04 -1.54792009e-02 1.47580521e-01
-1.57860958e-01 1.11595869e-01]
[ 2.21854761e-02 1.99345361e-01 -1.58639600e-02 4.81404047e-02
6.57660915e-02 -9.69647806e-03 2.72039906e-01 4.10765710e-02
1.44620792e-01 -1.58256540e-02]
[ 2.18110972e-01 4.53863715e-01 3.75132495e-02 1.91955589e-01
-2.62646730e-01 -8.38817781e-02 -6.58091123e-01 -2.75348588e-02
1.49975547e-01 4.37630923e-01]
[ -4.51627841e-02 -4.02523589e-01 -2.48422953e-01 -5.42448334e-02
4.18824694e-01 1.82156383e-01 2.81438200e-01 5.01661224e-02
-1.69895577e-02 -1.17598628e-02]
[ -3.34000444e-03 2.32386176e-01 -1.50117991e-01 4.99441313e-02
5.47786056e-02 -1.76880704e-01 -4.72542058e-02 -1.18556996e-01
-2.06018511e-01 7.52152779e-02]
[ -3.63626725e-01 -2.72806817e-01 -2.95089223e-01 1.14971301e-01
2.01891486e-01 7.26142707e-02 -4.04527928e-04 -2.99980832e-02
-3.34265418e-02 1.22526215e-02]
[ 1.68723032e-03 -8.07287525e-02 1.35269574e-02 1.15616630e-01
-2.55966454e-01 -7.59350593e-02 1.07482073e-01 -1.85976254e-01
1.88204908e-01 7.09325308e-02]
[ 1.44348779e-01 -5.76980881e-02 5.16387173e-02 -3.06029876e-02
-3.01116115e-02 -6.64384689e-02 -1.48709620e-01 1.18736280e-01
8.47414522e-02 5.62053153e-02]
[ -1.59618052e-01 -2.61504906e-02 -3.06635469e-01 -1.11614344e-03
-1.06104331e-01 7.31306234e-02 -2.84382398e-01 -2.08503360e-02
2.78501075e-01 -1.01297495e-01]
[ 4.42415224e-02 -1.31729829e-01 8.29116039e-02 8.47038526e-03
1.03835678e-02 -8.88723844e-02 -9.87805459e-02 -9.31657568e-02
-3.87598687e-02 1.66167425e-01]
[ -8.30789997e-02 1.25496452e-01 -8.20438625e-03 -1.65202731e-01
-1.78397388e-03 4.03689588e-02 6.64073792e-02 -9.43762276e-02
-2.47356106e-02 -1.33556885e-01]
[ -4.60017274e-02 1.62021254e-01 -3.93175189e-02 7.04829699e-02
7.24564133e-02 6.55099505e-02 -2.02553326e-01 -1.66869325e-02
-1.06928716e-01 -1.04922246e-01]
[ -1.55526240e-01 7.44339350e-03 6.26751934e-02 2.38845963e-02
-1.77575545e-01 -2.20528165e-01 -1.82166703e-01 -1.96911553e-01
8.88657078e-02 1.76541033e-01]
[ -2.04903346e-01 -8.77451317e-02 1.24043172e-01 2.78574337e-01
-1.68028703e-01 -8.47563731e-02 -1.65567107e-01 -2.53952265e-01
-2.02127804e-01 2.45463687e-02]
[ 1.07237700e-01 -3.84419134e-02 -2.31244648e-02 9.77776919e-02
1.86603179e-02 -7.11569345e-02 1.04991276e-01 5.96065335e-03
1.46896269e-02 7.76455250e-03]
[ 7.49182112e-03 -9.78590121e-02 -2.26484226e-01 1.09173576e-01
4.09776344e-02 1.12664895e-01 -1.86685066e-02 -1.54721674e-02
-1.25925907e-01 -4.61616502e-02]
[ -1.26593900e-01 -3.90496979e-02 -2.05479884e-01 1.51968815e-01
-7.03869058e-02 1.35664924e-01 3.26732684e-03 -2.50384092e-01
6.02584401e-02 -2.01757288e-01]
[ -8.17420721e-02 -5.44716727e-02 2.69623000e-01 8.91612726e-02
1.25397036e-01 -5.32053558e-02 -1.21941442e-01 1.24735656e-01
6.08074540e-02 2.31681951e-02]
[ 9.14616348e-02 1.39304273e-01 1.11748828e-01 1.44993798e-01
-1.61799826e-01 -5.41095405e-02 1.07586128e-01 1.14466237e-01
-1.11945426e-03 1.25714417e-02]
[ 3.09231479e-02 -5.93950379e-02 -2.72129779e-01 -1.51688033e-02
1.08577755e-01 -1.14285386e-01 7.96669148e-02 1.58489668e-01
1.25847921e-01 1.76886080e-02]
[ 5.60085447e-02 5.87589944e-02 -1.17849337e-01 4.45050835e-02
-1.35528236e-01 3.25768901e-01 2.03653422e-01 2.05648325e-01
-1.68468033e-01 -3.97469577e-02]
[ -4.23344225e-03 -4.51442131e-02 1.11577309e-01 9.44169768e-02
8.27142220e-03 1.22195744e-01 -2.07611289e-01 -3.40369299e-02
1.98971668e-01 7.38007513e-02]
[ 9.57776044e-02 5.05261467e-02 -5.83216558e-02 -1.19928897e-01
-6.79832430e-02 -3.19003282e-01 1.33263774e-01 1.18251516e-02
1.32649097e-01 7.05866265e-02]
[ -9.80185362e-02 2.31244351e-02 -1.49170053e-02 2.29613063e-02
1.43964796e-02 -2.01788920e-01 -9.07719100e-02 -1.91574836e-02
1.46693512e-02 1.30365112e-01]
[ -1.30671241e-01 -1.31808876e-02 -1.91139409e-01 1.50089452e-02
-3.05664910e-01 -9.40545838e-03 -5.77962297e-02 -2.14657122e-02
1.86920983e-02 8.48963204e-02]
[ 6.87461392e-02 2.28045798e-01 -1.90008432e-02 6.05602883e-03
6.09097752e-02 2.08374113e-01 2.12069312e-01 1.05596799e-01
-8.43843904e-02 -2.05371325e-01]
[ 1.01793275e-01 2.15449093e-03 3.74058224e-02 8.74041884e-02
9.94205999e-02 1.96914113e-02 1.06437784e-01 8.22787543e-02
1.43651269e-01 -1.78194014e-01]
[ 1.15180505e-01 -8.65386263e-02 1.67439386e-02 3.24026284e-02
1.81924410e-01 -4.88971317e-02 1.13246173e-01 3.93480074e-02
-2.60852080e-01 -4.01046435e-02]
[ -3.67754675e-02 -1.97289870e-01 6.37797288e-02 -2.59189435e-02
1.56070461e-01 -1.77362808e-01 1.82696031e-01 -9.16882473e-02
5.99823144e-02 2.81493928e-01]
[ -1.70384277e-01 -2.75009311e-02 1.20579577e-01 1.04838054e-01
4.02127801e-01 6.38869502e-02 1.84027440e-02 3.83552155e-02
2.07651276e-02 5.11214902e-02]
[ -4.12595457e-02 1.74828642e-01 3.36647460e-01 -2.78504248e-02
-7.60251069e-02 -1.47885335e-01 1.74220189e-01 3.70487091e-03
-9.82298526e-02 2.19678418e-01]
[ -4.39213967e-02 2.94477165e-02 -1.35839984e-01 1.19975068e-02
1.03517764e-01 -2.80602092e-01 -9.11015840e-02 1.66160887e-01
7.24801982e-02 1.21730620e-02]
[ 6.32812849e-02 8.83893100e-02 1.34098174e-01 -1.58707416e-01
1.74419796e-01 9.05991552e-02 2.32105328e-02 2.92418762e-01
2.62700740e-02 8.27808354e-02]
[ 2.05999391e-01 -9.30784092e-02 -1.66758517e-01 1.29903589e-01
-3.20597959e-01 -1.81665333e-01 -1.65838031e-02 1.97045463e-01
2.48394221e-01 -2.86273410e-01]
[ 3.37586126e-02 1.04434263e-01 2.42689752e-01 2.33319431e-01
1.58947614e-02 -1.80094773e-01 -1.20382371e-01 -1.28324157e-01
-1.50876265e-01 -3.09271704e-01]
[ 5.63281182e-02 3.80279250e-02 -9.94939245e-02 -8.76596700e-03
1.00776864e-01 2.14869771e-02 -9.83275579e-02 -1.85701704e-01
6.85970336e-02 2.58267858e-01]
[ -9.42486177e-03 -8.05479081e-02 -6.94192590e-02 -6.49865812e-02
3.47537854e-02 -1.68227550e-01 1.18896087e-01 9.45932914e-03
2.67835706e-02 -3.83227286e-03]
[ -1.27407759e-04 -2.17958312e-02 2.30624515e-01 3.41178246e-02
-9.49304189e-02 -1.13338467e-01 2.09811993e-01 4.13924229e-02
-2.15967204e-01 6.87970621e-02]
[ 3.66639535e-02 -6.93826539e-02 9.16773857e-02 -4.21486314e-02
-8.39812145e-02 9.11886306e-02 1.75150001e-01 -2.70795007e-01
-5.45975061e-02 -1.38338276e-01]
[ -3.35155191e-02 1.68625637e-02 7.57322023e-02 -6.27575385e-02
6.96962391e-02 1.93650095e-01 1.66110221e-01 1.17203988e-01
-4.64374847e-02 1.49333228e-01]
[ 2.30723219e-01 7.43489680e-02 3.49709643e-02 9.48348400e-02
3.39929061e-03 -2.77039442e-02 -1.75596021e-01 1.46971918e-01
-4.38129654e-02 1.29650622e-03]
[ -4.66769912e-02 -2.61622250e-01 -3.11863746e-02 -8.20472312e-02
-1.58027748e-02 -6.39156852e-02 4.54551003e-02 4.73496630e-02
3.14694334e-02 6.30304438e-02]
[ -1.86504105e-01 6.09459920e-02 -7.78011222e-03 1.11808498e-01
-1.75941421e-01 -1.63321225e-01 -1.20480213e-01 -5.49476331e-02
5.41562035e-02 -6.28443554e-03]
[ -2.03494508e-02 6.16556518e-02 -5.40558661e-02 1.50558562e-01
4.02545042e-02 5.91064323e-02 7.15574486e-02 1.69724118e-01
-4.60303370e-03 2.02205662e-01]
[ 1.76500685e-01 6.40330304e-02 1.95072138e-01 1.96776512e-02
1.83670846e-02 1.46506134e-01 5.12040832e-02 1.71597779e-01
1.47324632e-01 -6.72967856e-02]
[ -1.11827697e-01 1.08849181e-01 2.19944676e-01 -3.98020643e-02
1.53581340e-01 1.59192175e-01 2.33434752e-02 -1.15044694e-02
-7.48766718e-02 -1.18950042e-02]
[ -1.03486611e-01 -2.41039058e-02 2.19305801e-02 8.02889319e-02
-1.04985506e-02 1.21851411e-01 2.77616922e-01 2.07909446e-02
-2.84774219e-01 -1.04938045e-01]
[ -1.69214321e-01 1.25654725e-01 -6.51156286e-02 -2.76344727e-01
-5.30980249e-02 8.57744244e-02 -5.37065849e-02 9.95435585e-02
-1.59100651e-01 1.11887840e-01]
[ 1.09012336e-01 -7.87707581e-02 -7.18080889e-02 -2.63928860e-02
-9.33880112e-02 -3.99294598e-02 -1.36291030e-01 1.45745982e-01
-6.58991845e-02 -5.58624501e-02]
[ 1.54532173e-01 -1.11350498e-01 -1.36733912e-01 1.41984745e-03
1.26718280e-01 -6.16645094e-02 -7.34384996e-02 -1.46288682e-01
1.33315603e-01 -8.75772086e-02]
[ -1.39593360e-01 1.47207147e-01 2.44489369e-01 -5.35999403e-02
2.35195763e-01 1.09006627e-01 3.45691964e-03 -2.94057939e-01
-1.47107678e-01 -8.54534620e-02]
[ -3.27276480e-01 2.13490848e-01 2.45007301e-02 5.92522423e-03
-4.02610530e-02 -1.86296462e-01 -1.68630618e-01 2.32678511e-01
-7.53048929e-02 1.34397718e-01]
[ 1.39820480e-01 1.24226692e-01 -2.45420354e-01 -1.08683537e-01
1.04580744e-01 -2.80645233e-01 -1.57917824e-03 -1.64867714e-01
-1.69638156e-02 -1.99114015e-01]
[ 2.23474226e-01 -7.69489673e-02 6.98524771e-02 -5.35304669e-03
-8.33859845e-02 -3.99369698e-02 -9.49207482e-02 -1.38774318e-01
1.18922377e-01 -1.47071983e-01]
[ -1.03089909e-01 5.77780732e-03 1.19866019e-01 1.16031515e-01
-6.57234021e-02 -1.08871042e-01 2.14060633e-01 -7.43716584e-02
1.87927661e-01 2.66702737e-03]
[ 2.15087081e-02 -8.23385869e-02 2.16687922e-01 -2.21043210e-01
4.51194028e-02 1.10171758e-01 -4.41295694e-02 -1.10258429e-01
3.24469366e-02 2.68608261e-01]]
[[ 0.20400547]
[ 0.6110678 ]
[ 0.18807615]
[ 0.19231923]
[-0.90425752]
[-0.18952711]
[-0.67628698]
[-0.07875127]
[ 0.0992982 ]
[ 0.40605762]]
Progress: 2.2% ... Training loss: 0.675 ... Validation loss: 1.120[[ 8.26372015e-02 1.64369036e-01 -1.69492443e-01 2.24933512e-02
-5.15052372e-01 2.41045346e-04 -1.68412916e-02 1.47383233e-01
-1.57623244e-01 1.12460504e-01]
[ 2.21325688e-02 1.99198734e-01 -1.59084535e-02 4.80948742e-02
6.59409413e-02 -9.64921352e-03 2.72242305e-01 4.10954543e-02
1.44596984e-01 -1.59204020e-02]
[ 2.18134582e-01 4.53518323e-01 3.76310589e-02 1.92013477e-01
-2.62830590e-01 -8.39507018e-02 -6.57820486e-01 -2.75765383e-02
1.50013857e-01 4.37880665e-01]
[ -4.55109696e-02 -4.03365513e-01 -2.48757213e-01 -5.45972279e-02
4.20022925e-01 1.82463640e-01 2.82843861e-01 5.03003067e-02
-1.72067657e-02 -1.22421632e-02]
[ -3.33013621e-03 2.32541266e-01 -1.50011967e-01 5.00166012e-02
5.46659677e-02 -1.76945281e-01 -4.73767541e-02 -1.18577694e-01
-2.05977789e-01 7.52953662e-02]
[ -3.63885471e-01 -2.73350531e-01 -2.95364227e-01 1.14702308e-01
2.03054592e-01 7.28719717e-02 4.67574308e-04 -2.98872909e-02
-3.35598854e-02 1.16037059e-02]
[ 2.33536902e-03 -7.90775849e-02 1.41012416e-02 1.16197100e-01
-2.58018500e-01 -7.65320472e-02 1.05707064e-01 -1.86228737e-01
1.88520042e-01 7.21478806e-02]
[ 1.43316859e-01 -6.08832360e-02 5.06590768e-02 -3.16061873e-02
-2.56134693e-02 -6.54628520e-02 -1.45328545e-01 1.19128511e-01
8.42303076e-02 5.42463514e-02]
[ -1.60016681e-01 -2.72446525e-02 -3.07003681e-01 -1.50275765e-03
-1.04394435e-01 7.35171104e-02 -2.83151639e-01 -2.06922688e-02
2.78306656e-01 -1.02117780e-01]
[ 4.34273052e-02 -1.34207799e-01 8.21162072e-02 7.63662882e-03
1.46436553e-02 -8.80679396e-02 -9.58992855e-02 -9.28505354e-02
-3.91532178e-02 1.64506381e-01]
[ -8.28375889e-02 1.26113832e-01 -8.03803897e-03 -1.65008619e-01
-2.61272379e-03 4.01649960e-02 6.58155826e-02 -9.44604387e-02
-2.46391527e-02 -1.33183484e-01]
[ -4.64700776e-02 1.60709987e-01 -3.97370417e-02 7.00442766e-02
7.43441732e-02 6.59322855e-02 -2.01133862e-01 -1.65093343e-02
-1.07155598e-01 -1.05847418e-01]
[ -1.55526240e-01 7.44339350e-03 6.26751934e-02 2.38845963e-02
-1.77575545e-01 -2.20528165e-01 -1.82166703e-01 -1.96911553e-01
8.88657078e-02 1.76541033e-01]
[ -2.05251298e-01 -8.87157009e-02 1.23680618e-01 2.78207148e-01
-1.66354463e-01 -8.43948129e-02 -1.64450314e-01 -2.53803811e-01
-2.02306179e-01 2.37928646e-02]
[ 1.07115213e-01 -3.87433019e-02 -2.32376255e-02 9.76734851e-02
1.91894437e-02 -7.10480593e-02 1.05388018e-01 6.00672215e-03
1.46310559e-02 7.53302966e-03]
[ 7.98688183e-03 -9.64099153e-02 -2.26053947e-01 1.09625387e-01
3.87868972e-02 1.12203851e-01 -2.01164812e-02 -1.56648054e-02
-1.25693624e-01 -4.53056601e-02]
[ -1.26344045e-01 -3.83747403e-02 -2.05266197e-01 1.52191257e-01
-7.10998559e-02 1.35442229e-01 2.50786728e-03 -2.50470578e-01
6.03818457e-02 -2.01314470e-01]
[ -8.12375801e-02 -5.30436840e-02 2.70092646e-01 8.96258368e-02
1.23696342e-01 -5.36717665e-02 -1.23432582e-01 1.24526311e-01
6.10567292e-02 2.41677400e-02]
[ 9.10704031e-02 1.38072453e-01 1.11434032e-01 1.44645582e-01
-1.60216424e-01 -5.37735545e-02 1.08992773e-01 1.14610216e-01
-1.29609063e-03 1.18227802e-02]
[ 3.04778918e-02 -6.07121895e-02 -2.72548720e-01 -1.55937206e-02
1.10354183e-01 -1.13850388e-01 8.09614436e-02 1.58653320e-01
1.25627631e-01 1.69270723e-02]
[ 5.54611763e-02 5.70342428e-02 -1.18389179e-01 4.39491606e-02
-1.33012222e-01 3.26291122e-01 2.05504583e-01 2.05871367e-01
-1.68753790e-01 -4.08634718e-02]
[ -4.52275711e-03 -4.59524868e-02 1.11307936e-01 9.41365953e-02
9.43180851e-03 1.22465125e-01 -2.06749373e-01 -3.39213378e-02
1.98830286e-01 7.32198381e-02]
[ 9.57522806e-02 5.04585396e-02 -5.83471518e-02 -1.19953825e-01
-6.78269174e-02 -3.18977166e-01 1.33379660e-01 1.18342468e-02
1.32642043e-01 7.05256785e-02]
[ -9.82298721e-02 2.25447223e-02 -1.51101683e-02 2.27551882e-02
1.53067524e-02 -2.01582243e-01 -9.00972728e-02 -1.90731352e-02
1.45623374e-02 1.29936063e-01]
[ -1.30581536e-01 -1.29035122e-02 -1.91064269e-01 1.51036692e-02
-3.06047625e-01 -9.49830547e-03 -5.81070376e-02 -2.15028666e-02
1.87384401e-02 8.50678007e-02]
[ 6.84037298e-02 2.27046489e-01 -1.93181273e-02 5.71976483e-03
6.23410125e-02 2.08695574e-01 2.13126829e-01 1.05735273e-01
-8.45571132e-02 -2.06060462e-01]
[ 1.01249265e-01 5.38491270e-04 3.68979706e-02 8.68759177e-02
1.01614804e-01 2.02122587e-02 1.08129017e-01 8.24910466e-02
1.43389765e-01 -1.79286695e-01]
[ 1.14768656e-01 -8.77833019e-02 1.63390628e-02 3.19937227e-02
1.83746965e-01 -4.85027322e-02 1.14632887e-01 3.95146563e-02
-2.61062800e-01 -4.09208903e-02]
[ -3.69867262e-02 -1.97864989e-01 6.35665626e-02 -2.61402019e-02
1.57062528e-01 -1.77143219e-01 1.83361257e-01 -9.16005965e-02
5.98713169e-02 2.81022181e-01]
[ -1.71136694e-01 -2.97244333e-02 1.19889115e-01 1.04116799e-01
4.05326621e-01 6.46010237e-02 2.08654418e-02 3.86490164e-02
2.04010171e-02 4.96671835e-02]
[ -4.17314529e-02 1.73471225e-01 3.36236827e-01 -2.82907162e-02
-7.40929201e-02 -1.47473611e-01 1.75735398e-01 3.88086527e-03
-9.84605866e-02 2.18831425e-01]
[ -4.41680916e-02 2.87241056e-02 -1.36054890e-01 1.17607685e-02
1.04476427e-01 -2.80371301e-01 -9.02843746e-02 1.66254912e-01
7.23596842e-02 1.17070649e-02]
[ 6.33448235e-02 8.85836324e-02 1.34159635e-01 -1.58644349e-01
1.74129827e-01 9.05374257e-02 2.30272734e-02 2.92395553e-01
2.63030203e-02 8.28926059e-02]
[ 2.07014503e-01 -9.01472589e-02 -1.65849304e-01 1.30880406e-01
-3.24671801e-01 -1.82611771e-01 -1.97041772e-02 1.96641674e-01
2.48889646e-01 -2.84274162e-01]
[ 3.41000737e-02 1.05441793e-01 2.42997252e-01 2.33641507e-01
1.44879806e-02 -1.80405484e-01 -1.21479862e-01 -1.28456110e-01
-1.50712985e-01 -3.08615519e-01]
[ 5.62356799e-02 3.78275512e-02 -9.95881713e-02 -8.86780137e-03
1.01266925e-01 2.15844481e-02 -9.80498820e-02 -1.85662112e-01
6.85440237e-02 2.58090495e-01]
[ -9.26070212e-03 -8.00756960e-02 -6.92689779e-02 -6.48308026e-02
3.40125763e-02 -1.68369963e-01 1.18368430e-01 9.39655395e-03
2.68587828e-02 -3.51694411e-03]
[ -2.13002770e-04 -2.20254015e-02 2.30548310e-01 3.40376046e-02
-9.45618254e-02 -1.13259379e-01 2.10098993e-01 4.14219122e-02
-2.16006507e-01 6.86323428e-02]
[ 3.67578268e-02 -6.90892022e-02 9.17608464e-02 -4.20602879e-02
-8.41641328e-02 9.11013484e-02 1.74841350e-01 -2.70830035e-01
-5.45517875e-02 -1.38156519e-01]
[ -3.36495211e-02 1.65220114e-02 7.56114490e-02 -6.28807799e-02
7.03015533e-02 1.93770734e-01 1.66545488e-01 1.17255125e-01
-4.64987119e-02 1.49079934e-01]
[ 2.30787387e-01 7.45923308e-02 3.50367415e-02 9.49097292e-02
3.18454747e-03 -2.77854576e-02 -1.75704252e-01 1.46940751e-01
-4.37733387e-02 1.37272394e-03]
[ -4.68844667e-02 -2.62194095e-01 -3.13752450e-02 -8.22393509e-02
-1.51083722e-02 -6.37316676e-02 4.60182748e-02 4.74266663e-02
3.13705683e-02 6.26215855e-02]
[ -1.86335286e-01 6.13810817e-02 -7.62428691e-03 1.11955570e-01
-1.76620815e-01 -1.63471574e-01 -1.20935765e-01 -5.49988047e-02
5.42384703e-02 -5.96274091e-03]
[ -2.00014386e-02 6.25254863e-02 -5.37523949e-02 1.50871343e-01
3.90481513e-02 5.87978413e-02 7.05045570e-02 1.69587281e-01
-4.43468948e-03 2.02822142e-01]
[ 1.77062464e-01 6.56361204e-02 1.95594483e-01 2.02317007e-02
1.61206666e-02 1.45962857e-01 4.95264526e-02 1.71365559e-01
1.47608826e-01 -6.62068518e-02]
[ -1.11780208e-01 1.08989549e-01 2.19982617e-01 -3.97584683e-02
1.53382227e-01 1.59148335e-01 2.31942033e-02 -1.15217520e-02
-7.48562366e-02 -1.17978139e-02]
[ -1.03408651e-01 -2.38859786e-02 2.19950901e-02 8.03528980e-02
-1.07606678e-02 1.21783519e-01 2.77351585e-01 2.07614050e-02
-2.84733510e-01 -1.04794264e-01]
[ -1.69481639e-01 1.24830384e-01 -6.53705508e-02 -2.76607720e-01
-5.18859848e-02 8.60282032e-02 -5.28768455e-02 9.96513436e-02
-1.59232315e-01 1.11375064e-01]
[ 1.08792183e-01 -7.94446390e-02 -7.20242681e-02 -2.66202682e-02
-9.24662010e-02 -3.97104895e-02 -1.35624418e-01 1.45835670e-01
-6.60157423e-02 -5.63307340e-02]
[ 1.54500670e-01 -1.11403729e-01 -1.36726733e-01 1.39518946e-03
1.26936540e-01 -6.16320382e-02 -7.33520814e-02 -1.46285813e-01
1.33313976e-01 -8.76145053e-02]
[ -1.39798262e-01 1.46555530e-01 2.44273035e-01 -5.38169090e-02
2.36092493e-01 1.09199051e-01 4.11509229e-03 -2.93967979e-01
-1.47216061e-01 -8.58726743e-02]
[ -3.27822505e-01 2.11829629e-01 2.39830583e-02 5.39834525e-03
-3.78636978e-02 -1.85792399e-01 -1.66862088e-01 2.32886666e-01
-7.55626335e-02 1.33343479e-01]
[ 1.39580137e-01 1.23465766e-01 -2.45626254e-01 -1.08907339e-01
1.05702994e-01 -2.80392433e-01 -6.81046861e-04 -1.64783053e-01
-1.70840965e-02 -1.99618033e-01]
[ 2.23346303e-01 -7.72898420e-02 6.97174724e-02 -5.50026448e-03
-8.27626676e-02 -3.98090911e-02 -9.46670476e-02 -1.38717505e-01
1.18849147e-01 -1.47363353e-01]
[ -1.03224047e-01 5.27116013e-03 1.19665007e-01 1.15862641e-01
-6.47417453e-02 -1.08725953e-01 2.14665422e-01 -7.43134169e-02
1.87846273e-01 2.34723787e-03]
[ 2.17523877e-02 -8.15359295e-02 2.16908092e-01 -2.20813148e-01
4.41989320e-02 1.09939851e-01 -4.46903854e-02 -1.10350522e-01
3.25658128e-02 2.69021372e-01]]
[[ 0.19547765]
[ 0.60028298]
[ 0.17689052]
[ 0.18217141]
[-0.92086562]
[-0.20047056]
[-0.68724122]
[-0.0905864 ]
[ 0.09028031]
[ 0.39256012]]
Progress: 2.3% ... Training loss: 0.673 ... Validation loss: 1.154[[ 8.31282866e-02 1.65306085e-01 -1.68956525e-01 2.29842137e-02
-5.16088170e-01 -2.78717307e-04 -1.80846009e-02 1.47114734e-01
-1.57357050e-01 1.13375231e-01]
[ 2.20457057e-02 1.98886491e-01 -1.59852272e-02 4.80104690e-02
6.63631515e-02 -9.56142855e-03 2.72577635e-01 4.11324468e-02
1.44559092e-01 -1.60987115e-02]
[ 2.18233304e-01 4.53817321e-01 3.77296142e-02 1.92068229e-01
-2.61612528e-01 -8.40763659e-02 -6.58246009e-01 -2.76302221e-02
1.50066553e-01 4.38106327e-01]
[ -4.62532275e-02 -4.05094256e-01 -2.49358161e-01 -5.51839152e-02
4.21390205e-01 1.83119121e-01 2.85028759e-01 5.06669336e-02
-1.75352485e-02 -1.35203572e-02]
[ -3.46422352e-03 2.31887959e-01 -1.50236104e-01 4.97093006e-02
5.67438532e-02 -1.76623033e-01 -4.66930283e-02 -1.18485928e-01
-2.06107844e-01 7.46285128e-02]
[ -3.64218059e-01 -2.74390562e-01 -2.95646992e-01 1.14402113e-01
2.04583898e-01 7.32044748e-02 1.73989937e-03 -2.97517364e-02
-3.36924489e-02 1.10117217e-02]
[ 1.75788089e-03 -8.10163139e-02 1.36272359e-02 1.15638058e-01
-2.54562721e-01 -7.59463838e-02 1.07833334e-01 -1.85983702e-01
1.88271490e-01 7.08981909e-02]
[ 1.42656779e-01 -6.29238522e-02 5.00349002e-02 -3.22671446e-02
-2.20527277e-02 -6.47577129e-02 -1.43313743e-01 1.19452240e-01
8.39173267e-02 5.29927329e-02]
[ -1.59654766e-01 -2.61133569e-02 -3.06655800e-01 -1.15675643e-03
-1.05937683e-01 7.31536038e-02 -2.84349234e-01 -2.08675165e-02
2.78467921e-01 -1.01420130e-01]
[ 4.26357756e-02 -1.36853656e-01 8.14633729e-02 6.87276630e-03
1.96291192e-02 -8.72606895e-02 -9.31259047e-02 -9.25150435e-02
-3.94908295e-02 1.62929431e-01]
[ -8.30429659e-02 1.25564267e-01 -8.24784231e-03 -1.65215567e-01
-1.59964489e-03 4.04004935e-02 6.64900534e-02 -9.43648285e-02
-2.47304699e-02 -1.33580947e-01]
[ -4.66814129e-02 1.60017329e-01 -3.99074702e-02 6.98408942e-02
7.53482086e-02 6.61493368e-02 -2.00365911e-01 -1.64113658e-02
-1.07259501e-01 -1.06270649e-01]
[ -1.55526240e-01 7.44339350e-03 6.26751934e-02 2.38845963e-02
-1.77575545e-01 -2.20528165e-01 -1.82166703e-01 -1.96911553e-01
8.88657078e-02 1.76541033e-01]
[ -2.05230911e-01 -8.86579516e-02 1.23711836e-01 2.78236202e-01
-1.66495094e-01 -8.44350483e-02 -1.64625817e-01 -2.53831037e-01
-2.02278541e-01 2.39037482e-02]
[ 1.06989564e-01 -3.92286689e-02 -2.33528035e-02 9.75657962e-02
1.97764644e-02 -7.09168301e-02 1.05990766e-01 6.05977104e-03
1.45798481e-02 7.31216020e-03]
[ 8.22920202e-03 -9.58265151e-02 -2.25814519e-01 1.09842672e-01
3.78958362e-02 1.11973447e-01 -2.09217282e-02 -1.57671601e-02
-1.25595966e-01 -4.48503774e-02]
[ -1.26728957e-01 -3.94069861e-02 -2.05609747e-01 1.51819851e-01
-6.95248198e-02 1.35837081e-01 3.76404845e-03 -2.50305142e-01
6.02134902e-02 -2.02122481e-01]
[ -8.15856125e-02 -5.40714461e-02 2.69795363e-01 8.93015019e-02
1.25466729e-01 -5.33238254e-02 -1.22176448e-01 1.24686075e-01
6.08997795e-02 2.34754126e-02]
[ 9.09759189e-02 1.37489760e-01 1.11371192e-01 1.44562592e-01
-1.58744829e-01 -5.36948369e-02 1.09722515e-01 1.14622614e-01
-1.31249033e-03 1.15833898e-02]
[ 3.01026836e-02 -6.18595981e-02 -2.72918002e-01 -1.59856330e-02
1.12113777e-01 -1.13439942e-01 8.19204353e-02 1.58846794e-01
1.25442916e-01 1.62308656e-02]
[ 5.51631839e-02 5.62138682e-02 -1.18658610e-01 4.36693604e-02
-1.31643354e-01 3.26605449e-01 2.06357848e-01 2.06014897e-01
-1.68896976e-01 -4.13719385e-02]
[ -4.48144211e-03 -4.57727966e-02 1.11334024e-01 9.41742187e-02
9.25008111e-03 1.22415571e-01 -2.06886030e-01 -3.39347910e-02
1.98847458e-01 7.32423628e-02]
[ 9.61861988e-02 5.18263081e-02 -5.79503309e-02 -1.19540782e-01
-6.96369333e-02 -3.19406354e-01 1.31970791e-01 1.16296439e-02
1.32837803e-01 7.13684378e-02]
[ -9.84354432e-02 2.18908383e-02 -1.52669002e-02 2.25622765e-02
1.62136485e-02 -2.01378206e-01 -8.94187518e-02 -1.89800402e-02
1.44676038e-02 1.29528294e-01]
[ -1.30695869e-01 -1.32304660e-02 -1.91176593e-01 1.49835152e-02
-3.05461008e-01 -9.37067308e-03 -5.77005414e-02 -2.14469045e-02
1.86829283e-02 8.48117487e-02]
[ 6.79446384e-02 2.25631766e-01 -1.97443649e-02 5.27799481e-03
6.44977250e-02 2.09179226e-01 2.14703152e-01 1.05955575e-01
-8.47730202e-02 -2.06975704e-01]
[ 1.01046505e-01 -8.09876515e-05 3.67031830e-02 8.66790255e-02
1.02587580e-01 2.04311543e-02 1.08838328e-01 8.25855003e-02
1.43295791e-01 -1.79694025e-01]
[ 1.14407210e-01 -8.88435793e-02 1.60180621e-02 3.16612997e-02
1.85381084e-01 -4.81361711e-02 1.15875310e-01 3.96800000e-02
-2.61228261e-01 -4.16244623e-02]
[ -3.74736850e-02 -1.99296231e-01 6.31394557e-02 -2.66040462e-02
1.59247675e-01 -1.76638170e-01 1.85048275e-01 -9.13751516e-02
5.96478979e-02 2.80045129e-01]
[ -1.71665179e-01 -3.12765762e-02 1.19402744e-01 1.03611337e-01
4.07859341e-01 6.51451607e-02 2.26004744e-02 3.89030652e-02
2.01485660e-02 4.86445268e-02]
[ -4.20126300e-02 1.72647717e-01 3.35990799e-01 -2.85536533e-02
-7.27682060e-02 -1.47186956e-01 1.76674014e-01 4.00432646e-03
-9.85839488e-02 2.18262998e-01]
[ -4.45120824e-02 2.76521739e-02 -1.36365406e-01 1.14239014e-02
1.06013812e-01 -2.80014185e-01 -8.91588145e-02 1.66420799e-01
7.21995748e-02 1.10319467e-02]
[ 6.34982676e-02 8.90584348e-02 1.34295618e-01 -1.58503995e-01
1.73473049e-01 9.03861114e-02 2.24859378e-02 2.92328449e-01
2.63745316e-02 8.32112932e-02]
[ 2.07076396e-01 -8.99840535e-02 -1.65804287e-01 1.30938155e-01
-3.25034607e-01 -1.82658996e-01 -1.99144500e-02 1.96612472e-01
2.48918166e-01 -2.84133271e-01]
[ 3.43984946e-02 1.06313445e-01 2.43273016e-01 2.33931370e-01
1.31599138e-02 -1.80724166e-01 -1.22548827e-01 -1.28592202e-01
-1.50572368e-01 -3.08044173e-01]
[ 5.60745119e-02 3.74785565e-02 -9.97324693e-02 -9.02632955e-03
1.02025212e-01 2.17393104e-02 -9.76063093e-02 -1.85584186e-01
6.84637699e-02 2.57732700e-01]
[ -9.41471141e-03 -8.05590495e-02 -6.94285970e-02 -6.49935217e-02
3.48247688e-02 -1.68208408e-01 1.18877113e-01 9.47242112e-03
2.67846766e-02 -3.83961618e-03]
[ -2.40767018e-04 -2.21239123e-02 2.30523831e-01 3.40068507e-02
-9.44088242e-02 -1.13226226e-01 2.10224988e-01 4.14366795e-02
-2.16021555e-01 6.85620824e-02]
[ 3.69029806e-02 -6.86866910e-02 9.19003150e-02 -4.19192051e-02
-8.46909246e-02 9.09478125e-02 1.74447708e-01 -2.70900643e-01
-5.44805593e-02 -1.37879800e-01]
[ -3.38887805e-02 1.58504846e-02 7.53940610e-02 -6.31200509e-02
7.14064511e-02 1.94030980e-01 1.67188619e-01 1.17372468e-01
-4.66137330e-02 1.48651290e-01]
[ 2.30805139e-01 7.46866129e-02 3.50501993e-02 9.49250172e-02
3.04634685e-03 -2.77988631e-02 -1.75835001e-01 1.46933474e-01
-4.37681348e-02 1.42704604e-03]
[ -4.66970535e-02 -2.61675276e-01 -3.12095778e-02 -8.20576980e-02
-1.58146242e-02 -6.39086377e-02 4.54952635e-02 4.73381045e-02
3.14555973e-02 6.29824549e-02]
[ -1.85984333e-01 6.23497118e-02 -7.25239513e-03 1.12334773e-01
-1.77962839e-01 -1.63879279e-01 -1.21994528e-01 -5.52035949e-02
5.44356299e-02 -5.18401991e-03]
[ -1.91625898e-02 6.45898313e-02 -5.29686862e-02 1.51633232e-01
3.59332844e-02 5.79422238e-02 6.78917302e-02 1.69200964e-01
-4.04320801e-03 2.04411319e-01]
[ 1.77143150e-01 6.58763310e-02 1.95672226e-01 2.03105512e-02
1.57338639e-02 1.45883121e-01 4.92283284e-02 1.71325869e-01
1.47648564e-01 -6.60463541e-02]
[ -1.11527990e-01 1.09783714e-01 2.20217829e-01 -3.95145427e-02
1.52254586e-01 1.58880000e-01 2.23746811e-02 -1.16430598e-02
-7.47373470e-02 -1.13045667e-02]
[ -1.03511311e-01 -2.42019559e-02 2.18983307e-02 8.02535668e-02
-1.02755215e-02 1.21893095e-01 2.77716679e-01 2.08065157e-02
-2.84782730e-01 -1.04995340e-01]
[ -1.69687056e-01 1.24358598e-01 -6.55576535e-02 -2.76802297e-01
-5.10223683e-02 8.62360404e-02 -5.22486192e-02 9.97329596e-02
-1.59327559e-01 1.10965888e-01]
[ 1.08751347e-01 -7.95618889e-02 -7.20595528e-02 -2.66589418e-02
-9.22941078e-02 -3.96674580e-02 -1.35480390e-01 1.45854121e-01
-6.60343766e-02 -5.64138330e-02]
[ 1.53885263e-01 -1.13353336e-01 -1.37299565e-01 7.80437890e-04
1.29877777e-01 -6.09687709e-02 -7.12645276e-02 -1.45985611e-01
1.33021879e-01 -8.88386000e-02]
[ -1.40214073e-01 1.45166958e-01 2.43878759e-01 -5.42629698e-02
2.38213370e-01 1.09666128e-01 5.46502015e-03 -2.93771359e-01
-1.47420578e-01 -8.67654086e-02]
[ -3.27678889e-01 2.12491879e-01 2.41704786e-02 5.56901329e-03
-3.86847895e-02 -1.85992730e-01 -1.67761844e-01 2.32803889e-01
-7.54775237e-02 1.33780775e-01]
[ 1.39203360e-01 1.22414245e-01 -2.45983497e-01 -1.09280595e-01
1.07491780e-01 -2.80019342e-01 3.88328320e-04 -1.64595718e-01
-1.72731838e-02 -2.00355547e-01]
[ 2.23542646e-01 -7.68478714e-02 6.99451599e-02 -5.30286854e-03
-8.24165620e-02 -3.99975354e-02 -9.48395845e-02 -1.38848784e-01
1.18970728e-01 -1.47009427e-01]
[ -1.03451913e-01 4.47608662e-03 1.19452942e-01 1.15667299e-01
-6.37659401e-02 -1.08490361e-01 2.15567769e-01 -7.42116884e-02
1.87744714e-01 1.93912047e-03]
[ 2.18400478e-02 -8.13434579e-02 2.16996334e-01 -2.20725994e-01
4.38497893e-02 1.09849397e-01 -4.48114923e-02 -1.10393281e-01
3.26135512e-02 2.69094968e-01]]
[[ 0.18386326]
[ 0.5912199 ]
[ 0.16566162]
[ 0.17045047]
[-0.93871135]
[-0.21243072]
[-0.7027826 ]
[-0.10083781]
[ 0.07838065]
[ 0.38058514]]
Progress: 2.4% ... Training loss: 0.677 ... Validation loss: 1.197[[ 8.55903610e-02 1.72407456e-01 -1.66773097e-01 2.53250588e-02
-5.27212340e-01 -3.23095431e-03 -2.63372695e-02 1.45723325e-01
-1.56269894e-01 1.18017626e-01]
[ 2.19969855e-02 1.98740347e-01 -1.60213111e-02 4.79749759e-02
6.65720298e-02 -9.51026047e-03 2.72781740e-01 4.11560742e-02
1.44538663e-01 -1.61726549e-02]
[ 2.19535817e-01 4.57014465e-01 3.88561272e-02 1.93216984e-01
-2.66279045e-01 -8.55344870e-02 -6.61328480e-01 -2.82907293e-02
1.50606413e-01 4.39925647e-01]
[ -4.55545303e-02 -4.02379040e-01 -2.48725036e-01 -5.45265043e-02
4.16559085e-01 1.82330470e-01 2.81629725e-01 5.02960329e-02
-1.72410415e-02 -1.18652155e-02]
[ -3.72619140e-03 2.30815713e-01 -1.50432188e-01 4.94851480e-02
5.79403739e-02 -1.76356396e-01 -4.49716481e-02 -1.18350670e-01
-2.06199437e-01 7.38239957e-02]
[ -3.64040786e-01 -2.73808368e-01 -2.95492061e-01 1.14630441e-01
2.03294827e-01 7.29218686e-02 9.30467866e-04 -2.98869372e-02
-3.35887313e-02 1.14900797e-02]
[ 3.21625592e-03 -7.68279828e-02 1.48953070e-02 1.16975940e-01
-2.60909295e-01 -7.76644632e-02 1.02473924e-01 -1.86776720e-01
1.88876434e-01 7.38930338e-02]
[ 1.43023027e-01 -6.22229047e-02 5.03562553e-02 -3.19527986e-02
-2.30674694e-02 -6.51919457e-02 -1.43538716e-01 1.19274187e-01
8.40831809e-02 5.32709601e-02]
[ -1.59221752e-01 -2.48256877e-02 -3.06274108e-01 -7.61919086e-04
-1.07958970e-01 7.26695886e-02 -2.85756602e-01 -2.11015087e-02
2.78646918e-01 -1.00651807e-01]
[ 4.34715860e-02 -1.34644197e-01 8.21817603e-02 7.63923074e-03
1.64169624e-02 -8.82911981e-02 -9.50529150e-02 -9.29590102e-02
-3.91199696e-02 1.64236027e-01]
[ -8.15343563e-02 1.29862383e-01 -6.92390537e-03 -1.63782665e-01
-8.61582644e-03 3.86253724e-02 6.09648932e-02 -9.52106242e-02
-2.40883639e-02 -1.30534177e-01]
[ -4.65909229e-02 1.60268896e-01 -3.98237460e-02 6.99169215e-02
7.49048744e-02 6.60360331e-02 -2.00714924e-01 -1.64618673e-02
-1.07218954e-01 -1.06104263e-01]
[ -1.55526240e-01 7.44339350e-03 6.26751934e-02 2.38845963e-02
-1.77575545e-01 -2.20528165e-01 -1.82166703e-01 -1.96911553e-01
8.88657078e-02 1.76541033e-01]
[ -2.05090005e-01 -8.81507657e-02 1.23862722e-01 2.78422092e-01
-1.67529996e-01 -8.46670368e-02 -1.65238021e-01 -2.53940721e-01
-2.02191594e-01 2.42780871e-02]
[ 1.06834866e-01 -3.96625493e-02 -2.34881960e-02 9.74268431e-02
2.04333537e-02 -7.07674915e-02 1.06486492e-01 6.14174113e-03
1.45147150e-02 7.00441796e-03]
[ 8.38193251e-03 -9.54357799e-02 -2.25719757e-01 1.09988003e-01
3.68801417e-02 1.11789664e-01 -2.15943572e-02 -1.58595995e-02
-1.25532138e-01 -4.44953517e-02]
[ -1.25903103e-01 -3.68984473e-02 -2.04882866e-01 1.52582242e-01
-7.30869245e-02 1.34882156e-01 7.56255279e-04 -2.50738165e-01
6.05660034e-02 -2.00466520e-01]
[ -8.09068314e-02 -5.20169917e-02 2.70397035e-01 8.99320560e-02
1.22322313e-01 -5.41155097e-02 -1.24688327e-01 1.24304621e-01
6.11871188e-02 2.49216264e-02]
[ 9.08914558e-02 1.36944591e-01 1.11276769e-01 1.44464695e-01
-1.57773756e-01 -5.35811140e-02 1.10200195e-01 1.14676136e-01
-1.36410379e-03 1.13658681e-02]
[ 3.01058948e-02 -6.18738853e-02 -2.72905724e-01 -1.59764035e-02
1.12212664e-01 -1.13459628e-01 8.19666273e-02 1.58838917e-01
1.25451645e-01 1.62212201e-02]
[ 5.54465368e-02 5.68932692e-02 -1.18408709e-01 4.39221415e-02
-1.32713685e-01 3.26277126e-01 2.05744837e-01 2.05874759e-01
-1.68777202e-01 -4.08814209e-02]
[ -4.22052984e-03 -4.50953047e-02 1.11572121e-01 9.44089274e-02
8.14503338e-03 1.22100424e-01 -2.07294035e-01 -3.40722379e-02
1.98965975e-01 7.34258913e-02]
[ 9.65755518e-02 5.29190700e-02 -5.76012842e-02 -1.19183493e-01
-7.13607706e-02 -3.19831671e-01 1.30754861e-01 1.14186092e-02
1.33004436e-01 7.20417547e-02]
[ -9.82747846e-02 2.23972646e-02 -1.51241003e-02 2.27123143e-02
1.53974414e-02 -2.01560933e-01 -9.00366798e-02 -1.90687719e-02
1.45335393e-02 1.29859957e-01]
[ -1.30917557e-01 -1.38949825e-02 -1.91387053e-01 1.47675456e-02
-3.04386991e-01 -9.11909072e-03 -5.68619421e-02 -2.13208317e-02
1.85829713e-02 8.43558445e-02]
[ 6.79446384e-02 2.25631766e-01 -1.97443649e-02 5.27799481e-03
6.44977250e-02 2.09179226e-01 2.14703152e-01 1.05955575e-01
-8.47730202e-02 -2.06975704e-01]
[ 1.00814762e-01 -8.81594214e-04 3.64655982e-02 8.64375556e-02
1.03867085e-01 2.07296473e-02 1.09779415e-01 8.27271313e-02
1.43187446e-01 -1.80230357e-01]
[ 1.14238606e-01 -8.94020429e-02 1.58716041e-02 3.15014279e-02
1.86261400e-01 -4.79353897e-02 1.16531963e-01 3.97736149e-02
-2.61301004e-01 -4.19690349e-02]
[ -3.79204558e-02 -2.00685750e-01 6.27189685e-02 -2.70326859e-02
1.61253120e-01 -1.76121247e-01 1.86719865e-01 -9.11285002e-02
5.94506998e-02 2.79184539e-01]
[ -1.71949992e-01 -3.21488675e-02 1.19147915e-01 1.03342768e-01
4.09299842e-01 6.54739350e-02 2.36670670e-02 3.90603256e-02
2.00271685e-02 4.80995657e-02]
[ -4.26853893e-02 1.70593073e-01 3.35373080e-01 -2.91996535e-02
-6.93323054e-02 -1.46408872e-01 1.79139631e-01 4.38295050e-03
-9.88689942e-02 2.16876097e-01]
[ -4.46166478e-02 2.73036563e-02 -1.36458765e-01 1.13263371e-02
1.06542569e-01 -2.79891799e-01 -8.87775002e-02 1.66476173e-01
7.21537082e-02 1.08320389e-02]
[ 6.38664867e-02 9.02110297e-02 1.34638687e-01 -1.58143877e-01
1.71603568e-01 8.99393425e-02 2.11283780e-02 2.92126576e-01
2.65325279e-02 8.39403967e-02]
[ 2.08251789e-01 -8.64093391e-02 -1.64743962e-01 1.32058916e-01
-3.30774641e-01 -1.84069654e-01 -2.43447834e-02 1.95949441e-01
2.49415348e-01 -2.81666090e-01]
[ 3.45079501e-02 1.06675084e-01 2.43375804e-01 2.34037692e-01
1.26148470e-02 -1.80864119e-01 -1.22964629e-01 -1.28659560e-01
-1.50522176e-01 -3.07806351e-01]
[ 5.63871068e-02 3.84511471e-02 -9.94650874e-02 -8.73307414e-03
1.00499196e-01 2.13779473e-02 -9.87575251e-02 -1.85745535e-01
6.85955769e-02 2.58327142e-01]
[ -9.31959822e-03 -8.02369250e-02 -6.93349125e-02 -6.48986956e-02
3.43023062e-02 -1.68339439e-01 1.18523369e-01 9.41798431e-03
2.68237422e-02 -3.65226049e-03]
[ -7.30257291e-05 -2.16065752e-02 2.30664766e-01 3.41581891e-02
-9.51570652e-02 -1.13416215e-01 2.09655593e-01 4.13520715e-02
-2.15951060e-01 6.88875197e-02]
[ 3.68625177e-02 -6.87994223e-02 9.18649873e-02 -4.19552487e-02
-8.44540339e-02 9.09908045e-02 1.74545140e-01 -2.70878974e-01
-5.44976052e-02 -1.37949232e-01]
[ -3.35332105e-02 1.69065583e-02 7.56756852e-02 -6.27836587e-02
6.97358112e-02 1.93633529e-01 1.66046263e-01 1.17172369e-01
-4.64571910e-02 1.49256927e-01]
[ 2.30936926e-01 7.49515009e-02 3.51726270e-02 9.50473556e-02
2.54953300e-03 -2.79496966e-02 -1.76093262e-01 1.46861503e-01
-4.37079506e-02 1.66704211e-03]
[ -4.63013239e-02 -2.60554542e-01 -3.08495470e-02 -8.16908729e-02
-1.75929857e-02 -6.43383313e-02 4.41622882e-02 4.71226297e-02
3.16257888e-02 6.37633323e-02]
[ -1.85647812e-01 6.33007988e-02 -6.94211840e-03 1.12654960e-01
-1.79617084e-01 -1.64280689e-01 -1.23093341e-01 -5.53855908e-02
5.45857745e-02 -4.51918143e-03]
[ -1.81281678e-02 6.74937218e-02 -5.20472731e-02 1.52571341e-01
3.14827746e-02 5.67416812e-02 6.44992482e-02 1.68640376e-01
-3.60014687e-03 2.06197746e-01]
[ 1.77361079e-01 6.65517567e-02 1.95869830e-01 2.05281037e-02
1.48189996e-02 1.45611295e-01 4.84624593e-02 1.71193913e-01
1.47748192e-01 -6.55689119e-02]
[ -1.11357413e-01 1.10326305e-01 2.20394543e-01 -3.93323883e-02
1.51457780e-01 1.58655216e-01 2.18598603e-02 -1.17522505e-02
-7.46553967e-02 -1.09509391e-02]
[ -1.03442838e-01 -2.39820612e-02 2.19591970e-02 8.03167575e-02
-1.06161990e-02 1.21814689e-01 2.77456133e-01 2.07690367e-02
-2.84753614e-01 -1.04854291e-01]
[ -1.69719928e-01 1.24248030e-01 -6.55891204e-02 -2.76834611e-01
-5.08474035e-02 8.62762460e-02 -5.21263405e-02 9.97520626e-02
-1.59342118e-01 1.10895684e-01]
[ 1.08229320e-01 -8.11909897e-02 -7.25354137e-02 -2.71464467e-02
-8.98938421e-02 -3.90803207e-02 -1.33639965e-01 1.46141340e-01
-6.62562169e-02 -5.74724155e-02]
[ 1.54616211e-01 -1.11111021e-01 -1.36691957e-01 1.45234933e-03
1.26343991e-01 -6.17916750e-02 -7.40070349e-02 -1.46378024e-01
1.33338230e-01 -8.73403382e-02]
[ -1.40283469e-01 1.44732779e-01 2.43820723e-01 -5.43312067e-02
2.38773173e-01 1.09747212e-01 5.99193372e-03 -2.93739614e-01
-1.47451853e-01 -8.69066490e-02]
[ -3.26698223e-01 2.15389332e-01 2.50862494e-02 6.52303718e-03
-4.33011399e-02 -1.87212849e-01 -1.71014944e-01 2.32251788e-01
-7.50342373e-02 1.35642652e-01]
[ 1.39036792e-01 1.21928427e-01 -2.46147382e-01 -1.09451149e-01
1.08317731e-01 -2.79812223e-01 9.58574711e-04 -1.64493729e-01
-1.73500988e-02 -2.00688694e-01]
[ 2.23519006e-01 -7.70613109e-02 6.98899933e-02 -5.33572018e-03
-8.21175557e-02 -3.99881879e-02 -9.45510518e-02 -1.38843103e-01
1.18961968e-01 -1.47097602e-01]
[ -1.03149603e-01 5.49386987e-03 1.19732407e-01 1.15952774e-01
-6.54864771e-02 -1.08886438e-01 2.14301647e-01 -7.43785971e-02
1.87858203e-01 2.58361494e-03]
[ 2.25206379e-02 -7.96084296e-02 2.17596628e-01 -2.20090369e-01
4.13640312e-02 1.09072014e-01 -4.67366393e-02 -1.10761536e-01
3.29108864e-02 2.70172648e-01]]
[[ 0.21186843]
[ 0.62104408]
[ 0.18888624]
[ 0.20131287]
[-0.92165582]
[-0.1850097 ]
[-0.679911 ]
[-0.07121627]
[ 0.10985442]
[ 0.41187688]]
Progress: 2.4% ... Training loss: 0.672 ... Validation loss: 1.098[[ 8.68075918e-02 1.75144944e-01 -1.65688073e-01 2.65119034e-02
-5.31286750e-01 -4.23084660e-03 -2.89437371e-02 1.45312139e-01
-1.55626951e-01 1.20145618e-01]
[ 2.17167113e-02 1.97931717e-01 -1.62787157e-02 4.77109142e-02
6.78211357e-02 -9.26012181e-03 2.73707896e-01 4.12475128e-02
1.44391698e-01 -1.67294178e-02]
[ 2.18562156e-01 4.54114105e-01 3.81045520e-02 1.92327688e-01
-2.60781568e-01 -8.47070381e-02 -6.57867560e-01 -2.79693535e-02
1.50122655e-01 4.38068072e-01]
[ -4.75522908e-02 -4.07538125e-01 -2.50516842e-01 -5.64534628e-02
4.23396963e-01 1.84046635e-01 2.87194271e-01 5.09975017e-02
-1.83138466e-02 -1.55338791e-02]
[ -3.12515321e-03 2.32345919e-01 -1.49863372e-01 5.00913710e-02
5.60404711e-02 -1.76880175e-01 -4.61486480e-02 -1.18585613e-01
-2.05872397e-01 7.47502226e-02]
[ -3.64145498e-01 -2.74426789e-01 -2.95624096e-01 1.14524542e-01
2.03641150e-01 7.30205302e-02 1.55597949e-03 -2.98553600e-02
-3.36325141e-02 1.11714265e-02]
[ 2.69483823e-03 -7.83002977e-02 1.44418057e-02 1.16500907e-01
-2.58211503e-01 -7.72301088e-02 1.04406410e-01 -1.86605199e-01
1.88621304e-01 7.28799481e-02]
[ 1.42267738e-01 -6.47983282e-02 4.96944501e-02 -3.26871897e-02
-1.91065189e-02 -6.45002794e-02 -1.40897183e-01 1.19533675e-01
8.37077454e-02 5.17380198e-02]
[ -1.58824768e-01 -2.36262536e-02 -3.05915171e-01 -3.88057398e-04
-1.09547855e-01 7.23377618e-02 -2.86890540e-01 -2.12304147e-02
2.78838065e-01 -9.99374692e-02]
[ 4.30512074e-02 -1.36469371e-01 8.17854017e-02 7.23831511e-03
1.94993608e-02 -8.79034300e-02 -9.27973327e-02 -9.28105610e-02
-3.93175891e-02 1.63264577e-01]
[ -8.17224562e-02 1.29289795e-01 -7.09117408e-03 -1.63973960e-01
-7.81476720e-03 3.88152456e-02 6.17083891e-02 -9.51484586e-02
-2.41907930e-02 -1.30982971e-01]
[ -4.69668784e-02 1.59199934e-01 -4.01485234e-02 6.95676713e-02
7.64375967e-02 6.63512472e-02 -1.99648409e-01 -1.63388011e-02
-1.07402107e-01 -1.06834359e-01]
[ -1.55526240e-01 7.44339350e-03 6.26751934e-02 2.38845963e-02
-1.77575545e-01 -2.20528165e-01 -1.82166703e-01 -1.96911553e-01
8.88657078e-02 1.76541033e-01]
[ -2.05059805e-01 -8.81371445e-02 1.23890561e-01 2.78463721e-01
-1.67712547e-01 -8.46994475e-02 -1.65318871e-01 -2.53957583e-01
-2.02170414e-01 2.43426625e-02]
[ 1.06871031e-01 -3.95823981e-02 -2.34619059e-02 9.74600773e-02
2.02440356e-02 -7.07994286e-02 1.06426342e-01 6.12923000e-03
1.45352950e-02 7.02113166e-03]
[ 8.79309617e-03 -9.44864034e-02 -2.25370046e-01 1.10387732e-01
3.51449593e-02 1.11416026e-01 -2.26990103e-02 -1.59977883e-02
-1.25301172e-01 -4.37476614e-02]
[ -1.25960452e-01 -3.70581539e-02 -2.04935064e-01 1.52530176e-01
-7.24383969e-02 1.34930082e-01 1.05306942e-03 -2.50724185e-01
6.05330798e-02 -2.00664714e-01]
[ -8.11904352e-02 -5.28198180e-02 2.70164763e-01 8.96815308e-02
1.23597583e-01 -5.38915180e-02 -1.23684570e-01 1.24394997e-01
6.10602370e-02 2.44509221e-02]
[ 9.04238447e-02 1.35506441e-01 1.10845455e-01 1.44012733e-01
-1.55819757e-01 -5.31568904e-02 1.11779206e-01 1.14838055e-01
-1.61369738e-03 1.04701847e-02]
[ 2.94015802e-02 -6.40592032e-02 -2.73517636e-01 -1.66436164e-02
1.15441658e-01 -1.12865233e-01 8.39785381e-02 1.59075619e-01
1.25107176e-01 1.48385309e-02]
[ 5.52135545e-02 5.61921609e-02 -1.18625584e-01 4.36861724e-02
-1.31717742e-01 3.26485870e-01 2.06548932e-01 2.05958394e-01
-1.68906460e-01 -4.13276382e-02]
[ -3.94738794e-03 -4.43904235e-02 1.11825933e-01 9.46627466e-02
7.39058413e-03 1.21901195e-01 -2.07778544e-01 -3.41649462e-02
1.99113944e-01 7.39284762e-02]
[ 9.66923751e-02 5.32735870e-02 -5.74871532e-02 -1.19065987e-01
-7.17623045e-02 -3.19930539e-01 1.30503666e-01 1.13785953e-02
1.33056171e-01 7.22496728e-02]
[ -9.82120460e-02 2.25871420e-02 -1.50649271e-02 2.27733261e-02
1.51073042e-02 -2.01609276e-01 -9.02347066e-02 -1.90887347e-02
1.45662126e-02 1.29991707e-01]
[ -1.31086362e-01 -1.43670232e-02 -1.91561843e-01 1.45768902e-02
-3.03520373e-01 -8.94108909e-03 -5.63125531e-02 -2.12535171e-02
1.84777936e-02 8.39277590e-02]
[ 6.76044373e-02 2.24694616e-01 -2.00426679e-02 4.96035326e-03
6.58675327e-02 2.09475216e-01 2.15785709e-01 1.06068197e-01
-8.49461697e-02 -2.07622281e-01]
[ 1.00408427e-01 -2.03048966e-03 3.60991972e-02 8.60430618e-02
1.05619595e-01 2.10947722e-02 1.11108111e-01 8.28640435e-02
1.42971790e-01 -1.81046835e-01]
[ 1.13736693e-01 -9.08694588e-02 1.54121562e-02 3.10085620e-02
1.88460233e-01 -4.74996665e-02 1.18144273e-01 3.99428748e-02
-2.61556703e-01 -4.29401974e-02]
[ -3.82984407e-02 -2.01698947e-01 6.23846478e-02 -2.74009438e-02
1.62908104e-01 -1.75784443e-01 1.87929581e-01 -9.09964705e-02
5.92594615e-02 2.78460156e-01]
[ -1.72444364e-01 -3.36139460e-02 1.18699703e-01 1.02871079e-01
4.11425180e-01 6.59084017e-02 2.51477513e-02 3.92255286e-02
1.97744647e-02 4.71811885e-02]
[ -4.33766541e-02 1.68676766e-01 3.34765293e-01 -2.98646783e-02
-6.64276112e-02 -1.45800613e-01 1.81309233e-01 4.62189025e-03
-9.92321290e-02 2.15598878e-01]
[ -4.48339320e-02 2.66841892e-02 -1.36649074e-01 1.11226654e-02
1.07447345e-01 -2.79707956e-01 -8.81258943e-02 1.66547381e-01
7.20426206e-02 1.04485976e-02]
[ 6.41508672e-02 9.10370872e-02 1.34899620e-01 -1.57858730e-01
1.70282676e-01 8.96788125e-02 2.03266442e-02 2.92035930e-01
2.66822214e-02 8.44260333e-02]
[ 2.08735546e-01 -8.53859711e-02 -1.64350703e-01 1.32510366e-01
-3.32865586e-01 -1.84490811e-01 -2.56094097e-02 1.95791954e-01
2.49673109e-01 -2.80837779e-01]
[ 3.47933569e-02 1.07595731e-01 2.43617935e-01 2.34295636e-01
1.14748898e-02 -1.81124703e-01 -1.24083672e-01 -1.28747369e-01
-1.50388705e-01 -3.07265567e-01]
[ 5.62340501e-02 3.80080069e-02 -9.95988035e-02 -8.88418020e-03
1.01035801e-01 2.15132816e-02 -9.82789458e-02 -1.85694399e-01
6.85130648e-02 2.58043248e-01]
[ -9.58109455e-03 -8.09470324e-02 -6.95764628e-02 -6.51574135e-02
3.53601203e-02 -1.68107440e-01 1.19173852e-01 9.50945901e-03
2.66944501e-02 -4.13466967e-03]
[ -1.03839473e-04 -2.16423426e-02 2.30635950e-01 3.41326375e-02
-9.50747661e-02 -1.13402992e-01 2.09718333e-01 4.13573235e-02
-2.15968550e-01 6.88344478e-02]
[ 3.70529528e-02 -6.82143788e-02 9.20367110e-02 -4.17738980e-02
-8.51078799e-02 9.08220208e-02 1.73846546e-01 -2.70939538e-01
-5.43976584e-02 -1.37588683e-01]
[ -3.35901598e-02 1.67875442e-02 7.56106748e-02 -6.28545299e-02
6.99138327e-02 1.93700394e-01 1.66143436e-01 1.17198032e-01
-4.64983191e-02 1.49152685e-01]
[ 2.31124269e-01 7.54182937e-02 3.53455653e-02 9.52452872e-02
1.84038568e-03 -2.81207386e-02 -1.76447121e-01 1.46789649e-01
-4.35973501e-02 1.94865045e-03]
[ -4.60100874e-02 -2.59823078e-01 -3.05857490e-02 -8.14134222e-02
-1.84397844e-02 -6.45836648e-02 4.34328370e-02 4.70300096e-02
3.17804591e-02 6.42239997e-02]
[ -1.84919879e-01 6.50883900e-02 -6.23865469e-03 1.13387803e-01
-1.81995451e-01 -1.64887378e-01 -1.24646571e-01 -5.56511794e-02
5.49834538e-02 -3.17970748e-03]
[ -1.80819477e-02 6.75876298e-02 -5.20043045e-02 1.52615535e-01
3.13014925e-02 5.67015534e-02 6.43819021e-02 1.68623961e-01
-3.57528415e-03 2.06282310e-01]
[ 1.77508000e-01 6.69287823e-02 1.96008931e-01 2.06809530e-02
1.42137117e-02 1.45473401e-01 4.80386581e-02 1.71139343e-01
1.47822714e-01 -6.52670900e-02]
[ -1.11133988e-01 1.10901860e-01 2.20585848e-01 -3.91251684e-02
1.50678771e-01 1.58464706e-01 2.12564368e-02 -1.18261532e-02
-7.45456116e-02 -1.05310930e-02]
[ -1.03491563e-01 -2.41474875e-02 2.19160110e-02 8.02746587e-02
-1.04265856e-02 1.21858394e-01 2.77630334e-01 2.07832495e-02
-2.84775740e-01 -1.04942309e-01]
[ -1.69778714e-01 1.24057913e-01 -6.56466208e-02 -2.76894722e-01
-5.05625369e-02 8.63333438e-02 -5.19132595e-02 9.97739649e-02
-1.59375653e-01 1.10773123e-01]
[ 1.08017009e-01 -8.18140849e-02 -7.27308803e-02 -2.73541865e-02
-8.90122915e-02 -3.88932488e-02 -1.33120693e-01 1.46210661e-01
-6.63636606e-02 -5.78541836e-02]
[ 1.53944348e-01 -1.13147607e-01 -1.37319116e-01 7.73301620e-04
1.29153649e-01 -6.11600193e-02 -7.18869642e-02 -1.46133285e-01
1.32988152e-01 -8.86807719e-02]
[ -1.40790563e-01 1.43238221e-01 2.43370977e-01 -5.48082642e-02
2.41018342e-01 1.10190403e-01 7.71581003e-03 -2.93575453e-01
-1.47712433e-01 -8.78915444e-02]
[ -3.27067780e-01 2.14423995e-01 2.47553330e-02 6.16348263e-03
-4.18622062e-02 -1.86904446e-01 -1.70200565e-01 2.32384069e-01
-7.52202612e-02 1.35015373e-01]
[ 1.39208878e-01 1.22223033e-01 -2.45980082e-01 -1.09279924e-01
1.08052149e-01 -2.79952873e-01 8.73577425e-04 -1.64562735e-01
-1.72610198e-02 -2.00426299e-01]
[ 2.23392745e-01 -7.74792595e-02 6.97889003e-02 -5.45789475e-03
-8.13160416e-02 -3.98640185e-02 -9.38995981e-02 -1.38808420e-01
1.18910473e-01 -1.47420060e-01]
[ -1.03126105e-01 5.35449205e-03 1.19749530e-01 1.16000324e-01
-6.56945316e-02 -1.08942609e-01 2.14314029e-01 -7.43930296e-02
1.87873227e-01 2.71695022e-03]
[ 2.30153927e-02 -7.83159528e-02 2.18032714e-01 -2.19612771e-01
3.99585725e-02 1.08654271e-01 -4.79082110e-02 -1.10920282e-01
3.31717593e-02 2.70901643e-01]]
[[ 0.20201069]
[ 0.61407742]
[ 0.17908088]
[ 0.19125741]
[-0.93952231]
[-0.19552143]
[-0.69189842]
[-0.0813748 ]
[ 0.0990705 ]
[ 0.39967672]]
Progress: 2.5% ... Training loss: 0.666 ... Validation loss: 1.126[[ 8.71277216e-02 1.75045873e-01 -1.65413051e-01 2.67688235e-02
-5.30926455e-01 -4.41932847e-03 -2.85121068e-02 1.45179134e-01
-1.55454594e-01 1.20385684e-01]
[ 2.17167113e-02 1.97931717e-01 -1.62787157e-02 4.77109142e-02
6.78211357e-02 -9.26012181e-03 2.73707896e-01 4.12475128e-02
1.44391698e-01 -1.67294178e-02]
[ 2.18304269e-01 4.52659875e-01 3.78942150e-02 1.92020163e-01
-2.58069110e-01 -8.43630293e-02 -6.56140343e-01 -2.78641038e-02
1.50032750e-01 4.37235458e-01]
[ -5.00716830e-02 -4.14275812e-01 -2.52679489e-01 -5.88700441e-02
4.32873586e-01 1.86486163e-01 2.95025680e-01 5.20257220e-02
-1.95952004e-02 -2.01662114e-02]
[ -1.34299302e-03 2.37506713e-01 -1.48243301e-01 5.18665327e-02
4.86818308e-02 -1.78657247e-01 -5.15594065e-02 -1.19342600e-01
-2.05001567e-01 7.80881343e-02]
[ -3.64018382e-01 -2.74018562e-01 -2.95527649e-01 1.14622540e-01
2.03264458e-01 7.29076753e-02 1.35019132e-03 -2.99006170e-02
-3.35855397e-02 1.13511939e-02]
[ 2.21216228e-03 -7.99554922e-02 1.40392378e-02 1.16034948e-01
-2.55275936e-01 -7.67133950e-02 1.06447417e-01 -1.86426557e-01
1.88390573e-01 7.17347146e-02]
[ 1.41823438e-01 -6.67688906e-02 4.92376502e-02 -3.31931438e-02
-1.62768567e-02 -6.39843427e-02 -1.38515880e-01 1.19737171e-01
8.34846393e-02 5.07149333e-02]
[ -1.58949064e-01 -2.39683778e-02 -3.06006239e-01 -5.05365186e-04
-1.09096338e-01 7.24645259e-02 -2.86503938e-01 -2.11805926e-02
2.78784910e-01 -1.00181543e-01]
[ 4.24556528e-02 -1.39131068e-01 8.11742998e-02 6.57427023e-03
2.39504138e-02 -8.71942594e-02 -8.95377111e-02 -9.25538697e-02
-3.96144482e-02 1.61748467e-01]
[ -8.20000134e-02 1.28558759e-01 -7.32191166e-03 -1.64241974e-01
-6.57838146e-03 3.90919604e-02 6.26458207e-02 -9.50441723e-02
-2.43197872e-02 -1.31560846e-01]
[ -4.70179223e-02 1.59033012e-01 -4.01606712e-02 6.95085060e-02
7.65902122e-02 6.64119215e-02 -1.99242338e-01 -1.63130771e-02
-1.07436271e-01 -1.06973002e-01]
[ -1.55526240e-01 7.44339350e-03 6.26751934e-02 2.38845963e-02
-1.77575545e-01 -2.20528165e-01 -1.82166703e-01 -1.96911553e-01
8.88657078e-02 1.76541033e-01]
[ -2.04934002e-01 -8.77495725e-02 1.24004166e-01 2.78580870e-01
-1.68142547e-01 -8.48154747e-02 -1.65730835e-01 -2.54007316e-01
-2.02112674e-01 2.45864207e-02]
[ 1.07052535e-01 -3.91636834e-02 -2.33090486e-02 9.76292402e-02
1.94486466e-02 -7.09735477e-02 1.05990136e-01 6.05681142e-03
1.46249499e-02 7.33633255e-03]
[ 8.57690778e-03 -9.50131571e-02 -2.25569282e-01 1.10173493e-01
3.61413731e-02 1.11618716e-01 -2.19735100e-02 -1.59118303e-02
-1.25414053e-01 -4.41822798e-02]
[ -1.26262108e-01 -3.79060824e-02 -2.05189816e-01 1.52250230e-01
-7.10959493e-02 1.35217467e-01 2.01881434e-03 -2.50607069e-01
6.03856195e-02 -2.01241800e-01]
[ -8.09454652e-02 -5.22041558e-02 2.70403878e-01 8.98969250e-02
1.22938381e-01 -5.40784507e-02 -1.24058024e-01 1.24287907e-01
6.11854002e-02 2.47919759e-02]
[ 9.01289151e-02 1.34502878e-01 1.10572768e-01 1.43734601e-01
-1.54190027e-01 -5.28660719e-02 1.12811279e-01 1.14956245e-01
-1.75895115e-03 9.81431287e-03]
[ 2.88061493e-02 -6.61134002e-02 -2.74080126e-01 -1.72646913e-02
1.18472462e-01 -1.12238041e-01 8.60412819e-02 1.59335072e-01
1.24812078e-01 1.36299756e-02]
[ 5.47674233e-02 5.48980625e-02 -1.19017363e-01 4.32606899e-02
-1.29646487e-01 3.26911856e-01 2.08134329e-01 2.06135148e-01
-1.69124055e-01 -4.22035241e-02]
[ -3.43984919e-03 -4.32844678e-02 1.12249151e-01 9.51183677e-02
5.48221221e-03 1.21454728e-01 -2.08801033e-01 -3.43612936e-02
1.99359708e-01 7.48177912e-02]
[ 9.66426874e-02 5.31329440e-02 -5.75379606e-02 -1.19117660e-01
-7.15577785e-02 -3.19877015e-01 1.30687217e-01 1.14000443e-02
1.33038781e-01 7.21348425e-02]
[ -9.83006557e-02 2.23001187e-02 -1.51436260e-02 2.26798342e-02
1.55261690e-02 -2.01513155e-01 -8.99056223e-02 -1.90483918e-02
1.45164921e-02 1.29802777e-01]
[ -1.31077700e-01 -1.43003743e-02 -1.91534174e-01 1.45923808e-02
-3.03581397e-01 -8.95469925e-03 -5.63494114e-02 -2.12604886e-02
1.84848526e-02 8.39615817e-02]
[ 6.69990826e-02 2.22904540e-01 -2.05751238e-02 4.38513339e-03
6.85393526e-02 2.10069670e-01 2.17796471e-01 1.06309750e-01
-8.52462009e-02 -2.08815711e-01]
[ 9.95746892e-02 -4.55569341e-03 3.53332271e-02 8.52114114e-02
1.09361611e-01 2.19400478e-02 1.14002996e-01 8.32159409e-02
1.42553720e-01 -1.82749251e-01]
[ 1.13292685e-01 -9.22207573e-02 1.50146896e-02 3.05654558e-02
1.90512764e-01 -4.70477962e-02 1.19708977e-01 4.01299451e-02
-2.61784375e-01 -4.38311392e-02]
[ -3.87952938e-02 -2.03111410e-01 6.19449676e-02 -2.78799033e-02
1.65211847e-01 -1.75299223e-01 1.89641891e-01 -9.07940517e-02
5.90271418e-02 2.77560307e-01]
[ -1.72646719e-01 -3.42528724e-02 1.18499308e-01 1.02656149e-01
4.12449303e-01 6.61219255e-02 2.58647937e-02 3.93124947e-02
1.96677127e-02 4.67565609e-02]
[ -4.37940206e-02 1.67442515e-01 3.34400273e-01 -3.02682920e-02
-6.45610525e-02 -1.45392520e-01 1.82702035e-01 4.79222478e-03
-9.94386701e-02 2.14822786e-01]
[ -4.50388860e-02 2.60389678e-02 -1.36822893e-01 1.09169683e-02
1.08412520e-01 -2.79504282e-01 -8.74487295e-02 1.66631609e-01
7.19398468e-02 1.00506148e-02]
[ 6.43074999e-02 9.14830755e-02 1.35007649e-01 -1.57711390e-01
1.69605568e-01 8.95263168e-02 1.98644604e-02 2.91972205e-01
2.67477678e-02 8.47240157e-02]
[ 2.08857872e-01 -8.51639032e-02 -1.64248670e-01 1.32618539e-01
-3.33421204e-01 -1.84605960e-01 -2.58712092e-02 1.95745980e-01
2.49731619e-01 -2.80643086e-01]
[ 3.47195741e-02 1.07365012e-01 2.43550155e-01 2.34221193e-01
1.18164242e-02 -1.81048791e-01 -1.23899565e-01 -1.28714866e-01
-1.50425424e-01 -3.07422674e-01]
[ 5.61522831e-02 3.77513125e-02 -9.96590738e-02 -8.96641121e-03
1.01394332e-01 2.15994214e-02 -9.79884433e-02 -1.85658694e-01
6.84691993e-02 2.57867681e-01]
[ -9.49937192e-03 -8.06459877e-02 -6.95243997e-02 -6.50895924e-02
3.49763719e-02 -1.68183647e-01 1.18847006e-01 9.47920456e-03
2.67324140e-02 -4.00405152e-03]
[ -1.36003945e-04 -2.16551275e-02 2.30609224e-01 3.41094919e-02
-9.49817470e-02 -1.13380679e-01 2.09760572e-01 4.13664789e-02
-2.15986288e-01 6.88043178e-02]
[ 3.69642834e-02 -6.84527975e-02 9.19708475e-02 -4.18555630e-02
-8.47309511e-02 9.09062373e-02 1.74110688e-01 -2.70910045e-01
-5.44404879e-02 -1.37754292e-01]
[ -3.32300608e-02 1.77314798e-02 7.59319471e-02 -6.25110050e-02
6.87027092e-02 1.93346943e-01 1.65069881e-01 1.17047943e-01
-4.63137063e-02 1.49687190e-01]
[ 2.31005152e-01 7.51783349e-02 3.52442487e-02 9.51372075e-02
2.33897709e-03 -2.80176687e-02 -1.76127053e-01 1.46836280e-01
-4.36555325e-02 1.72796525e-03]
[ -4.59392036e-02 -2.59611691e-01 -3.05228814e-02 -8.13469407e-02
-1.87581001e-02 -6.46494336e-02 4.32326570e-02 4.70010380e-02
3.18162208e-02 6.43391080e-02]
[ -1.83734222e-01 6.81662539e-02 -5.18575038e-03 1.14505173e-01
-1.86362188e-01 -1.65968168e-01 -1.27660242e-01 -5.61334871e-02
5.55772124e-02 -9.67909902e-04]
[ -1.76932859e-02 6.87159850e-02 -5.16594933e-02 1.52977937e-01
2.95229483e-02 5.63343770e-02 6.31471673e-02 1.68466734e-01
-3.38459962e-03 2.06998656e-01]
[ 1.77879165e-01 6.80372528e-02 1.96364085e-01 2.10664115e-02
1.26579430e-02 1.45080548e-01 4.68673793e-02 1.70978927e-01
1.48017486e-01 -6.45109502e-02]
[ -1.10813831e-01 1.11665690e-01 2.20883779e-01 -3.88081849e-02
1.49461249e-01 1.58166907e-01 2.03601083e-02 -1.19623599e-02
-7.43790541e-02 -9.91948437e-03]
[ -1.03537468e-01 -2.42865767e-02 2.18701142e-02 8.02278815e-02
-1.02100684e-02 1.21904825e-01 2.77782629e-01 2.08028780e-02
-2.84796854e-01 -1.05030453e-01]
[ -1.69889924e-01 1.23724961e-01 -6.57318859e-02 -2.76995205e-01
-5.01476130e-02 8.64384159e-02 -5.15707337e-02 9.98173608e-02
-1.59426627e-01 1.10562441e-01]
[ 1.07792796e-01 -8.25286249e-02 -7.29540061e-02 -2.75909628e-02
-8.80337648e-02 -3.86702633e-02 -1.32442541e-01 1.46311555e-01
-6.64862632e-02 -5.83223468e-02]
[ 1.53866510e-01 -1.13472313e-01 -1.37386839e-01 6.74514001e-04
1.29657562e-01 -6.10595810e-02 -7.15499682e-02 -1.46098365e-01
1.32949174e-01 -8.89607257e-02]
[ -1.40565962e-01 1.43772539e-01 2.43564597e-01 -5.45997400e-02
2.40293301e-01 1.10002614e-01 7.36884582e-03 -2.93669876e-01
-1.47599272e-01 -8.75196254e-02]
[ -3.27719638e-01 2.12562045e-01 2.41839056e-02 5.53792116e-03
-3.90728055e-02 -1.86264219e-01 -1.67991999e-01 2.32647156e-01
-7.55462651e-02 1.33730871e-01]
[ 1.39344422e-01 1.22236805e-01 -2.45893716e-01 -1.09209921e-01
1.08094500e-01 -2.80003052e-01 9.84021773e-04 -1.64603532e-01
-1.72238768e-02 -2.00289886e-01]
[ 2.23131111e-01 -7.82844136e-02 6.95776183e-02 -5.69959615e-03
-7.97877138e-02 -3.96252790e-02 -9.29197577e-02 -1.38709991e-01
1.18803130e-01 -1.47940886e-01]
[ -1.03356587e-01 4.50087784e-03 1.19527463e-01 1.15757489e-01
-6.45458142e-02 -1.08706398e-01 2.15346590e-01 -7.42933827e-02
1.87764328e-01 2.24783105e-03]
[ 2.29529068e-02 -7.85782729e-02 2.17971239e-01 -2.19673635e-01
4.05109578e-02 1.08723183e-01 -4.76265302e-02 -1.10894443e-01
3.31426607e-02 2.70715085e-01]]
[[ 0.19075119]
[ 0.61079104]
[ 0.17185542]
[ 0.18230832]
[-0.95487187]
[-0.2080924 ]
[-0.70712797]
[-0.09400394]
[ 0.08751035]
[ 0.3901603 ]]
Progress: 2.5% ... Training loss: 0.667 ... Validation loss: 1.160[[ 8.80202747e-02 1.77466807e-01 -1.64641458e-01 2.76532596e-02
-5.33116538e-01 -5.29510623e-03 -3.11444274e-02 1.44726296e-01
-1.55028315e-01 1.22187739e-01]
[ 2.17573658e-02 1.98076071e-01 -1.62385948e-02 4.77539118e-02
6.76048558e-02 -9.31484601e-03 2.73581514e-01 4.12250130e-02
1.44411462e-01 -1.66395742e-02]
[ 2.18389678e-01 4.53153961e-01 3.79241876e-02 1.92089533e-01
-2.56555134e-01 -8.43519762e-02 -6.55893167e-01 -2.78994816e-02
1.50018212e-01 4.37232950e-01]
[ -5.11746901e-02 -4.18141657e-01 -2.53673345e-01 -5.99575654e-02
4.36175366e-01 1.87728623e-01 2.98614221e-01 5.25611370e-02
-2.01195457e-02 -2.22053216e-02]
[ -6.82105981e-04 2.39367512e-01 -1.47804943e-01 5.24263564e-02
4.63882607e-02 -1.79148661e-01 -5.49739160e-02 -1.19619957e-01
-2.04626955e-01 7.97149669e-02]
[ -3.63948597e-01 -2.73874420e-01 -2.95469597e-01 1.14692886e-01
2.02976714e-01 7.28442338e-02 1.15235464e-03 -2.99331997e-02
-3.35420225e-02 1.14607213e-02]
[ 2.87343699e-03 -7.83134769e-02 1.45759023e-02 1.16677085e-01
-2.57130451e-01 -7.73374771e-02 1.04273183e-01 -1.86750030e-01
1.88701218e-01 7.29502748e-02]
[ 1.40849318e-01 -6.97320252e-02 4.83713702e-02 -3.41650812e-02
-1.09246807e-02 -6.28811446e-02 -1.34768265e-01 1.20221879e-01
8.30121211e-02 4.87443468e-02]
[ -1.58675750e-01 -2.31574225e-02 -3.05768345e-01 -2.44552710e-04
-1.10386099e-01 7.21611893e-02 -2.87369337e-01 -2.13169505e-02
2.78903006e-01 -9.96447595e-02]
[ 4.25820537e-02 -1.38852835e-01 8.12855155e-02 6.68673841e-03
2.51206730e-02 -8.72774289e-02 -8.92573890e-02 -9.26165876e-02
-3.95595753e-02 1.61857159e-01]
[ -8.20026916e-02 1.28246432e-01 -7.38406283e-03 -1.64261265e-01
-6.23492171e-03 3.91719128e-02 6.25709018e-02 -9.50376876e-02
-2.43321047e-02 -1.31577103e-01]
[ -4.71113917e-02 1.58701084e-01 -4.02434053e-02 6.94166874e-02
7.69966489e-02 6.65274765e-02 -1.98937597e-01 -1.62645483e-02
-1.07479087e-01 -1.07174151e-01]
[ -1.55526240e-01 7.44339350e-03 6.26751934e-02 2.38845963e-02
-1.77575545e-01 -2.20528165e-01 -1.82166703e-01 -1.96911553e-01
8.88657078e-02 1.76541033e-01]
[ -2.05008672e-01 -8.79740618e-02 1.23930786e-01 2.78498976e-01
-1.67701489e-01 -8.47184667e-02 -1.65444264e-01 -2.53965528e-01
-2.02140611e-01 2.44319527e-02]
[ 1.07163241e-01 -3.88693111e-02 -2.31968877e-02 9.77488662e-02
1.88252717e-02 -7.11068920e-02 1.05643754e-01 5.99837377e-03
1.46811339e-02 7.53537107e-03]
[ 8.54887301e-03 -9.51548973e-02 -2.25607707e-01 1.10138777e-01
3.63532172e-02 1.11669066e-01 -2.18846034e-02 -1.58967266e-02
-1.25429649e-01 -4.42583791e-02]
[ -1.26105901e-01 -3.75299224e-02 -2.05041564e-01 1.52397172e-01
-7.13122863e-02 1.35047347e-01 1.52507409e-03 -2.50663994e-01
6.04603792e-02 -2.00958149e-01]
[ -8.04679243e-02 -5.08569238e-02 2.70805481e-01 9.03570548e-02
1.21300735e-01 -5.45568820e-02 -1.25549133e-01 1.24043192e-01
6.13959262e-02 2.56393987e-02]
[ 8.99600202e-02 1.33886650e-01 1.10370923e-01 1.43564270e-01
-1.53236483e-01 -5.26269142e-02 1.13182160e-01 1.15043007e-01
-1.83318400e-03 9.52491897e-03]
[ 2.89083032e-02 -6.58258366e-02 -2.73954353e-01 -1.71479492e-02
1.18485123e-01 -1.12348783e-01 8.62030418e-02 1.59264339e-01
1.24860356e-01 1.37802849e-02]
[ 5.42839946e-02 5.34043474e-02 -1.19466893e-01 4.27736939e-02
-1.27237218e-01 3.27472589e-01 2.09834477e-01 2.06379960e-01
-1.69359776e-01 -4.31863193e-02]
[ -3.73284416e-03 -4.41560357e-02 1.11987613e-01 9.48241653e-02
6.92942554e-03 1.21774947e-01 -2.07805945e-01 -3.42076018e-02
1.99220825e-01 7.42797080e-02]
[ 9.68670584e-02 5.38566993e-02 -5.73399190e-02 -1.18903818e-01
-7.25760714e-02 -3.20121156e-01 1.29863628e-01 1.12892464e-02
1.33134065e-01 7.25735382e-02]
[ -9.84197966e-02 2.19395325e-02 -1.52580145e-02 2.25595218e-02
1.61247531e-02 -2.01381355e-01 -8.94280109e-02 -1.89872447e-02
1.44602602e-02 1.29540447e-01]
[ -1.30951262e-01 -1.39871541e-02 -1.91414567e-01 1.47249074e-02
-3.04239763e-01 -9.10485128e-03 -5.67654118e-02 -2.13298883e-02
1.85481621e-02 8.42369194e-02]
[ 6.67793798e-02 2.22273427e-01 -2.07857291e-02 4.16235074e-03
6.96783256e-02 2.10321224e-01 2.18579280e-01 1.06424734e-01
-8.53507466e-02 -2.09293771e-01]
[ 9.91626066e-02 -5.88812385e-03 3.49471765e-02 8.48041557e-02
1.11403295e-01 2.24124156e-02 1.15529167e-01 8.34232564e-02
1.42366043e-01 -1.83604464e-01]
[ 1.12798989e-01 -9.38038537e-02 1.45553609e-02 3.00697675e-02
1.92952406e-01 -4.64880055e-02 1.21466882e-01 4.03768901e-02
-2.62018607e-01 -4.48213907e-02]
[ -3.92523216e-02 -2.04550990e-01 6.15131063e-02 -2.83429774e-02
1.67533213e-01 -1.74776470e-01 1.91350187e-01 -9.05594743e-02
5.88102395e-02 2.76629368e-01]
[ -1.72784493e-01 -3.46848427e-02 1.18383838e-01 1.02522271e-01
4.13120239e-01 6.62717754e-02 2.63514945e-02 3.93813054e-02
1.96058185e-02 4.64757812e-02]
[ -4.41064754e-02 1.66494637e-01 3.34134804e-01 -3.05690655e-02
-6.29937482e-02 -1.45046769e-01 1.83841616e-01 4.94500606e-03
-9.95798493e-02 2.14238760e-01]
[ -4.53643371e-02 2.50115796e-02 -1.37126528e-01 1.06021553e-02
1.09995450e-01 -2.79167217e-01 -8.63756307e-02 1.66790224e-01
7.17905771e-02 9.46382775e-03]
[ 6.45268912e-02 9.21099220e-02 1.35220157e-01 -1.57484977e-01
1.68490342e-01 8.92755069e-02 1.91144646e-02 2.91857602e-01
2.68515979e-02 8.51873551e-02]
[ 2.09698320e-01 -8.28853514e-02 -1.63516137e-01 1.33436899e-01
-3.37198155e-01 -1.85446822e-01 -2.89305494e-02 1.95316575e-01
2.50115950e-01 -2.78936075e-01]
[ 3.47667977e-02 1.07514480e-01 2.43579619e-01 2.34262073e-01
1.16170435e-02 -1.81090801e-01 -1.24098845e-01 -1.28733525e-01
-1.50405647e-01 -3.07340994e-01]
[ 5.59547462e-02 3.72205377e-02 -9.98421973e-02 -9.16472806e-03
1.02312936e-01 2.18054350e-02 -9.74427002e-02 -1.85556023e-01
6.83742196e-02 2.57502953e-01]
[ -9.45233668e-03 -8.05181448e-02 -6.94755429e-02 -6.50406271e-02
3.47545850e-02 -1.68238268e-01 1.18680000e-01 9.45319573e-03
2.67565073e-02 -3.91298184e-03]
[ 2.30814976e-05 -2.11539943e-02 2.30743727e-01 3.42559606e-02
-9.56885232e-02 -1.13548723e-01 2.09182552e-01 4.12886981e-02
-2.15914121e-01 6.91166999e-02]
[ 3.70219652e-02 -6.82783926e-02 9.20102921e-02 -4.18198939e-02
-8.45360829e-02 9.08545617e-02 1.73899400e-01 -2.70914256e-01
-5.44097045e-02 -1.37688714e-01]
[ -3.31582596e-02 1.79927250e-02 7.59972633e-02 -6.24422229e-02
6.82994140e-02 1.93267603e-01 1.64779820e-01 1.17012692e-01
-4.62812022e-02 1.49856425e-01]
[ 2.30757888e-01 7.44607238e-02 3.50322294e-02 9.49011691e-02
3.42758687e-03 -2.77525330e-02 -1.75432400e-01 1.46960242e-01
-4.37696305e-02 1.25237292e-03]
[ -4.55225713e-02 -2.58387915e-01 -3.01832229e-02 -8.09474298e-02
-2.02327965e-02 -6.50764606e-02 4.20460870e-02 4.67939885e-02
3.20018348e-02 6.50450941e-02]
[ -1.83424030e-01 6.91654352e-02 -4.87284704e-03 1.14833679e-01
-1.87434659e-01 -1.66314503e-01 -1.28440563e-01 -5.63039553e-02
5.57156079e-02 -3.38882207e-04]
[ -1.73973156e-02 6.96401887e-02 -5.13817876e-02 1.53271244e-01
2.79980128e-02 5.59986806e-02 6.22464137e-02 1.68320348e-01
-3.24518289e-03 2.07477835e-01]
[ 1.78245845e-01 6.91057634e-02 1.96677238e-01 2.14180122e-02
1.11049636e-02 1.44676031e-01 4.56298284e-02 1.70799092e-01
1.48177127e-01 -6.37980321e-02]
[ -1.10548887e-01 1.12420777e-01 2.21135501e-01 -3.85386317e-02
1.48241831e-01 1.57876430e-01 1.96151462e-02 -1.21005271e-02
-7.42506512e-02 -9.38851349e-03]
[ -1.03669340e-01 -2.47177481e-02 2.17643053e-02 8.01026299e-02
-9.55018591e-03 1.22052220e-01 2.78251566e-01 2.08666688e-02
-2.84851343e-01 -1.05308755e-01]
[ -1.69970010e-01 1.23492123e-01 -6.58065256e-02 -2.77074665e-01
-4.98412909e-02 8.65275745e-02 -5.13322355e-02 9.98575651e-02
-1.59464824e-01 1.10436250e-01]
[ 1.07740912e-01 -8.26790480e-02 -7.29974348e-02 -2.76402900e-02
-8.77768152e-02 -3.86133444e-02 -1.32249641e-01 1.46337017e-01
-6.65080142e-02 -5.84285703e-02]
[ 1.53558324e-01 -1.14510495e-01 -1.37656330e-01 3.66023766e-04
1.31276106e-01 -6.06994545e-02 -7.04134646e-02 -1.45935860e-01
1.32809086e-01 -8.96155056e-02]
[ -1.40659400e-01 1.43639692e-01 2.43486863e-01 -5.46867963e-02
2.40607712e-01 1.10106207e-01 7.57264506e-03 -2.93629960e-01
-1.47644270e-01 -8.76808710e-02]
[ -3.28181125e-01 2.11142363e-01 2.37684236e-02 5.08034401e-03
-3.70590413e-02 -1.85756319e-01 -1.66409297e-01 2.32871232e-01
-7.57539416e-02 1.32784482e-01]
[ 1.39682685e-01 1.23168141e-01 -2.45641868e-01 -1.08884744e-01
1.06798365e-01 -2.80297467e-01 -1.63747690e-04 -1.64769976e-01
-1.70662173e-02 -1.99611768e-01]
[ 2.23314678e-01 -7.79387516e-02 6.97626092e-02 -5.52390478e-03
-7.99004547e-02 -3.97736671e-02 -9.31755837e-02 -1.38805856e-01
1.18871331e-01 -1.47619693e-01]
[ -1.03239367e-01 4.79104393e-03 1.19640226e-01 1.15872505e-01
-6.49911124e-02 -1.08837232e-01 2.15005857e-01 -7.43552576e-02
1.87812781e-01 2.47701198e-03]
[ 2.32072206e-02 -7.79207480e-02 2.18150676e-01 -2.19435039e-01
4.03385689e-02 1.08437538e-01 -4.82950623e-02 -1.11004460e-01
3.32608492e-02 2.71140293e-01]]
[[ 0.19189551]
[ 0.61438512]
[ 0.17160085]
[ 0.18368764]
[-0.96200476]
[-0.21048735]
[-0.70881371]
[-0.09484963]
[ 0.09000269]
[ 0.38985103]]
Progress: 2.5% ... Training loss: 0.665 ... Validation loss: 1.157[[ 8.92442864e-02 1.80869161e-01 -1.63599066e-01 2.87938198e-02
-5.37749383e-01 -6.58019100e-03 -3.50182554e-02 1.44190919e-01
-1.54462263e-01 1.24494484e-01]
[ 2.16495661e-02 1.97745169e-01 -1.63348738e-02 4.76491982e-02
6.80579102e-02 -9.20283722e-03 2.73926722e-01 4.12775446e-02
1.44365712e-01 -1.68597211e-02]
[ 2.19296459e-01 4.55911354e-01 3.87629162e-02 1.93008425e-01
-2.60481858e-01 -8.54140127e-02 -6.59409672e-01 -2.83351746e-02
1.50450045e-01 4.39241310e-01]
[ -5.09554464e-02 -4.16983062e-01 -2.53380989e-01 -5.96540417e-02
4.34052727e-01 1.87399952e-01 2.97743362e-01 5.24337343e-02
-2.00244250e-02 -2.15255770e-02]
[ -1.26811428e-03 2.36782224e-01 -1.48321322e-01 5.18126576e-02
4.98362751e-02 -1.78393827e-01 -5.24534922e-02 -1.19338603e-01
-2.04904583e-01 7.84306535e-02]
[ -3.64292947e-01 -2.75207298e-01 -2.95826761e-01 1.14310268e-01
2.04925448e-01 7.32765947e-02 2.68155810e-03 -2.97376596e-02
-3.37229944e-02 1.06031498e-02]
[ 3.73966959e-03 -7.58178621e-02 1.53413439e-02 1.17502715e-01
-2.60665077e-01 -7.82770936e-02 1.01241512e-01 -1.87169789e-01
1.89109439e-01 7.46432870e-02]
[ 1.41650129e-01 -6.72412038e-02 4.90692830e-02 -3.33953488e-02
-1.42210143e-02 -6.37678381e-02 -1.37466084e-01 1.19883310e-01
8.33795197e-02 5.03209990e-02]
[ -1.58752056e-01 -2.32706192e-02 -3.05826594e-01 -3.10712826e-04
-1.10070201e-01 7.22450045e-02 -2.87176434e-01 -2.12822360e-02
2.78879308e-01 -9.97871831e-02]
[ 4.33742299e-02 -1.36355851e-01 8.19065956e-02 7.37874508e-03
2.22548636e-02 -8.80974262e-02 -9.19955843e-02 -9.29178091e-02
-3.91957083e-02 1.63311279e-01]
[ -8.17111997e-02 1.28985690e-01 -7.12106079e-03 -1.63967147e-01
-7.31938742e-03 3.88518324e-02 6.17312867e-02 -9.51774434e-02
-2.42072594e-02 -1.31098404e-01]
[ -4.69486723e-02 1.59005203e-01 -4.00795471e-02 6.95771472e-02
7.63805969e-02 6.63574203e-02 -1.99367169e-01 -1.63516449e-02
-1.07396849e-01 -1.06837301e-01]
[ -1.55526240e-01 7.44339350e-03 6.26751934e-02 2.38845963e-02
-1.77575545e-01 -2.20528165e-01 -1.82166703e-01 -1.96911553e-01
8.88657078e-02 1.76541033e-01]
[ -2.05236020e-01 -8.86992494e-02 1.23694722e-01 2.78255713e-01
-1.66500693e-01 -8.44452623e-02 -1.64502162e-01 -2.53836455e-01
-2.02257003e-01 2.38850896e-02]
[ 1.07210435e-01 -3.89122745e-02 -2.31692591e-02 9.77778486e-02
1.86782919e-02 -7.11384605e-02 1.05586326e-01 5.97809975e-03
1.46982696e-02 7.59115286e-03]
[ 8.38915920e-03 -9.56849483e-02 -2.25743870e-01 1.09983493e-01
3.71839746e-02 1.11843859e-01 -2.12864995e-02 -1.58184102e-02
-1.25504188e-01 -4.45922835e-02]
[ -1.25601051e-01 -3.61387776e-02 -2.04606456e-01 1.52870851e-01
-7.32770386e-02 1.34513589e-01 -5.81577659e-05 -2.50898431e-01
6.06962565e-02 -2.00023883e-01]
[ -8.07664800e-02 -5.16795124e-02 2.70543691e-01 9.00839490e-02
1.22732981e-01 -5.42533966e-02 -1.24650721e-01 1.24189766e-01
6.12571247e-02 2.51124530e-02]
[ 9.08180644e-02 1.36537438e-01 1.11156371e-01 1.44406931e-01
-1.57244821e-01 -5.35789135e-02 1.10160382e-01 1.14599535e-01
-1.42350069e-03 1.12656718e-02]
[ 2.87300739e-02 -6.65144617e-02 -2.74138629e-01 -1.73380774e-02
1.19500876e-01 -1.12142664e-01 8.68588586e-02 1.59362107e-01
1.24774476e-01 1.33695177e-02]
[ 5.46830923e-02 5.46539192e-02 -1.19116872e-01 4.31555907e-02
-1.28886176e-01 3.27026489e-01 2.08451189e-01 2.06227314e-01
-1.69169223e-01 -4.24381103e-02]
[ -3.39051369e-03 -4.31106133e-02 1.12292773e-01 9.51449271e-02
5.52439462e-03 1.21412193e-01 -2.08898960e-01 -3.43596273e-02
1.99366762e-01 7.49714409e-02]
[ 9.68866776e-02 5.39105523e-02 -5.73221598e-02 -1.18886072e-01
-7.26545656e-02 -3.20141427e-01 1.29800920e-01 1.12796248e-02
1.33142028e-01 7.26127893e-02]
[ -9.85094410e-02 2.17485829e-02 -1.53256869e-02 2.24798649e-02
1.64394744e-02 -2.01273505e-01 -8.91700697e-02 -1.89437139e-02
1.44306394e-02 1.29393554e-01]
[ -1.30922519e-01 -1.38372070e-02 -1.91401787e-01 1.47472030e-02
-3.04347811e-01 -9.13398712e-03 -5.69237225e-02 -2.13407494e-02
1.85571952e-02 8.42619689e-02]
[ 6.65758162e-02 2.21637221e-01 -2.09751484e-02 3.96280764e-03
7.07128931e-02 2.10549840e-01 2.19289450e-01 1.06528366e-01
-8.54493945e-02 -2.09698239e-01]
[ 9.87767653e-02 -7.16023932e-03 3.45628539e-02 8.43984089e-02
1.13470119e-01 2.28447625e-02 1.16937347e-01 8.36345814e-02
1.42178034e-01 -1.84438981e-01]
[ 1.12694942e-01 -9.41344426e-02 1.44591970e-02 2.99660523e-02
1.93490479e-01 -4.63694359e-02 1.21846298e-01 4.04303920e-02
-2.62068769e-01 -4.50072930e-02]
[ -3.93349120e-02 -2.04774653e-01 6.14362562e-02 -2.84261322e-02
1.67962642e-01 -1.74680923e-01 1.91645620e-01 -9.05165127e-02
5.87717051e-02 2.76455704e-01]
[ -1.73054986e-01 -3.54947684e-02 1.18129030e-01 1.02248086e-01
4.14452896e-01 6.65802509e-02 2.73634466e-02 3.95189842e-02
1.94800222e-02 4.59150324e-02]
[ -4.44533057e-02 1.65399222e-01 3.33823855e-01 -3.09046275e-02
-6.14219967e-02 -1.44662794e-01 1.85060426e-01 5.11496993e-03
-9.97420118e-02 2.13552536e-01]
[ -4.56053940e-02 2.42832955e-02 -1.37350022e-01 1.03564540e-02
1.11250172e-01 -2.78887112e-01 -8.55048393e-02 1.66919145e-01
7.16709973e-02 8.95122800e-03]
[ 6.51523316e-02 9.40698210e-02 1.35774453e-01 -1.56883588e-01
1.65507224e-01 8.85852858e-02 1.67926670e-02 2.91557418e-01
2.71478070e-02 8.63535163e-02]
[ 2.10640266e-01 -7.98406720e-02 -1.62664215e-01 1.34349012e-01
-3.41216829e-01 -1.86485455e-01 -3.21399452e-02 1.94889473e-01
2.50558554e-01 -2.77085112e-01]
[ 3.47889375e-02 1.07521597e-01 2.43604067e-01 2.34286777e-01
1.15373351e-02 -1.81120157e-01 -1.24208460e-01 -1.28743159e-01
-1.50393066e-01 -3.07323692e-01]
[ 5.60392825e-02 3.73765574e-02 -9.97732278e-02 -9.07843938e-03
1.01932540e-01 2.17072078e-02 -9.77922955e-02 -1.85594945e-01
6.84131051e-02 2.57749466e-01]
[ -9.41110741e-03 -8.03755362e-02 -6.94367285e-02 -6.49985241e-02
3.45140636e-02 -1.68289078e-01 1.18500994e-01 9.42880078e-03
2.67755271e-02 -3.82692897e-03]
[ -3.63457735e-06 -2.12349452e-02 2.30718827e-01 3.42293892e-02
-9.55544120e-02 -1.13517971e-01 2.09284069e-01 4.13021204e-02
-2.15926384e-01 6.90611540e-02]
[ 3.70542175e-02 -6.81200586e-02 9.20297048e-02 -4.17874500e-02
-8.46667109e-02 9.08148544e-02 1.73789125e-01 -2.70932460e-01
-5.43973753e-02 -1.37613739e-01]
[ -3.31272111e-02 1.80204423e-02 7.60226983e-02 -6.24171426e-02
6.82476009e-02 1.93235196e-01 1.64729859e-01 1.16999288e-01
-4.62706387e-02 1.49904123e-01]
[ 2.30655746e-01 7.42115786e-02 3.49406823e-02 9.48100821e-02
3.92958546e-03 -2.76493223e-02 -1.75151957e-01 1.47010832e-01
-4.38174172e-02 1.06348108e-03]
[ -4.50715126e-02 -2.57243777e-01 -2.97833883e-02 -8.05072744e-02
-2.19936102e-02 -6.55645561e-02 4.06713539e-02 4.65749219e-02
3.22144724e-02 6.58947747e-02]
[ -1.83077835e-01 7.01407077e-02 -4.55262362e-03 1.15164125e-01
-1.89073079e-01 -1.66671429e-01 -1.29676213e-01 -5.64822210e-02
5.58925909e-02 3.53846961e-04]
[ -1.70428972e-02 7.07679059e-02 -5.10637344e-02 1.53611260e-01
2.62349845e-02 5.56224870e-02 6.09524244e-02 1.68142716e-01
-3.08997464e-03 2.08196322e-01]
[ 1.78489430e-01 6.98695175e-02 1.96900105e-01 2.16580524e-02
9.90811051e-03 1.44397431e-01 4.48506705e-02 1.70680429e-01
1.48293765e-01 -6.33165829e-02]
[ -1.10475417e-01 1.12643091e-01 2.21201023e-01 -3.84678636e-02
1.47874690e-01 1.57795837e-01 1.93918945e-02 -1.21378157e-02
-7.42160147e-02 -9.25510323e-03]
[ -1.03635516e-01 -2.46040698e-02 2.18006865e-02 8.01515136e-02
-9.73267669e-03 1.21999861e-01 2.78157604e-01 2.08428973e-02
-2.84836164e-01 -1.05216012e-01]
[ -1.70149754e-01 1.22878067e-01 -6.59738128e-02 -2.77266859e-01
-4.89571452e-02 8.67436098e-02 -5.06285407e-02 9.99568909e-02
-1.59550170e-01 1.10036790e-01]
[ 1.07649178e-01 -8.29415846e-02 -7.30759314e-02 -2.77306754e-02
-8.72978155e-02 -3.85089839e-02 -1.31907041e-01 1.46384155e-01
-6.65522524e-02 -5.86150426e-02]
[ 1.53286007e-01 -1.15436609e-01 -1.37904422e-01 8.79240497e-05
1.32730481e-01 -6.03971785e-02 -6.94539951e-02 -1.45791606e-01
1.32682146e-01 -9.01642269e-02]
[ -1.40418552e-01 1.44358419e-01 2.43700000e-01 -5.44329223e-02
2.39361231e-01 1.09812925e-01 6.73923306e-03 -2.93762624e-01
-1.47533947e-01 -8.72461221e-02]
[ -3.27564479e-01 2.12955555e-01 2.42804315e-02 5.64080124e-03
-3.94116919e-02 -1.86411202e-01 -1.68398583e-01 2.32635073e-01
-7.54744415e-02 1.33975645e-01]
[ 1.39838755e-01 1.23782428e-01 -2.45504646e-01 -1.08730511e-01
1.06056538e-01 -2.80492495e-01 -8.63102144e-04 -1.64849582e-01
-1.69911538e-02 -1.99296524e-01]
[ 2.23430645e-01 -7.75259748e-02 6.98728805e-02 -5.40527734e-03
-8.07312213e-02 -3.99005645e-02 -9.36576795e-02 -1.38871923e-01
1.18926846e-01 -1.47370589e-01]
[ -1.02659676e-01 6.53315220e-03 1.20163104e-01 1.16425719e-01
-6.73789130e-02 -1.09437615e-01 2.13132533e-01 -7.46331785e-02
1.88090689e-01 3.56673236e-03]
[ 2.30167038e-02 -7.87553644e-02 2.17951192e-01 -2.19650760e-01
4.18773915e-02 1.08695602e-01 -4.73844419e-02 -1.10884371e-01
3.31604294e-02 2.70678702e-01]]
[[ 0.20773475]
[ 0.62972219]
[ 0.1843702 ]
[ 0.19891591]
[-0.95805758]
[-0.19843997]
[-0.69890421]
[-0.07981223]
[ 0.10612816]
[ 0.40491032]]
Progress: 2.6% ... Training loss: 0.661 ... Validation loss: 1.109[[ 9.10475715e-02 1.85973644e-01 -1.61990003e-01 3.04908136e-02
-5.43658406e-01 -8.27600585e-03 -3.95631076e-02 1.43486756e-01
-1.53548625e-01 1.27529565e-01]
[ 2.16707268e-02 1.97823831e-01 -1.63111053e-02 4.76751531e-02
6.79354101e-02 -9.22836536e-03 2.73862047e-01 4.12680857e-02
1.44378302e-01 -1.68116178e-02]
[ 2.21071931e-01 4.61400277e-01 4.04366062e-02 1.94776030e-01
-2.67112537e-01 -8.72018621e-02 -6.64316527e-01 -2.90460658e-02
1.51385820e-01 4.42636526e-01]
[ -5.26459221e-02 -4.21942885e-01 -2.54888591e-01 -6.12601004e-02
4.40628914e-01 1.89062644e-01 3.02831711e-01 5.31276937e-02
-2.09214767e-02 -2.47826123e-02]
[ -2.15584760e-03 2.33818871e-01 -1.49107559e-01 5.10546474e-02
5.27322589e-02 -1.77557278e-01 -4.91973829e-02 -1.19029021e-01
-2.05276926e-01 7.64648002e-02]
[ -3.63979783e-01 -2.74484380e-01 -2.95590368e-01 1.14545519e-01
2.04116886e-01 7.30126440e-02 2.11294020e-03 -2.98496892e-02
-3.35704895e-02 1.09857178e-02]
[ 3.93938133e-03 -7.50719649e-02 1.55538216e-02 1.17678710e-01
-2.60807892e-01 -7.84795708e-02 1.00649787e-01 -1.87258985e-01
1.89198238e-01 7.49480954e-02]
[ 1.41168618e-01 -6.86588820e-02 4.86369914e-02 -3.38599694e-02
-1.15449290e-02 -6.32979679e-02 -1.35279640e-01 1.20072623e-01
8.31561256e-02 4.93906444e-02]
[ -1.58447629e-01 -2.23562850e-02 -3.05541151e-01 -9.42305552e-06
-1.10947958e-01 7.19575904e-02 -2.87971820e-01 -2.14014338e-02
2.79026390e-01 -9.92582790e-02]
[ 4.35668473e-02 -1.35560824e-01 8.20611164e-02 7.48086490e-03
2.35303705e-02 -8.82413045e-02 -9.17601466e-02 -9.29934699e-02
-3.90978470e-02 1.63441304e-01]
[ -8.15429242e-02 1.29236706e-01 -6.94981532e-03 -1.63798200e-01
-7.87419534e-03 3.86817353e-02 6.15549973e-02 -9.52437694e-02
-2.41214989e-02 -1.30869302e-01]
[ -4.69737739e-02 1.58924631e-01 -4.01032918e-02 6.95539948e-02
7.65068503e-02 6.63874240e-02 -1.99195603e-01 -1.63407683e-02
-1.07415478e-01 -1.06910502e-01]
[ -1.55526240e-01 7.44339350e-03 6.26751934e-02 2.38845963e-02
-1.77575545e-01 -2.20528165e-01 -1.82166703e-01 -1.96911553e-01
8.88657078e-02 1.76541033e-01]
[ -2.05390887e-01 -8.92484432e-02 1.23530320e-01 2.78080760e-01
-1.65678861e-01 -8.42739886e-02 -1.63911989e-01 -2.53771686e-01
-2.02339611e-01 2.35311765e-02]
[ 1.07231626e-01 -3.89162330e-02 -2.31524373e-02 9.77898838e-02
1.86568195e-02 -7.11518581e-02 1.05595191e-01 5.97200050e-03
1.47037551e-02 7.60750853e-03]
[ 8.69396595e-03 -9.47369472e-02 -2.25490960e-01 1.10242006e-01
3.61867710e-02 1.11554998e-01 -2.20149023e-02 -1.59343971e-02
-1.25345655e-01 -4.41499237e-02]
[ -1.25798994e-01 -3.67319967e-02 -2.04784889e-01 1.52681896e-01
-7.25255089e-02 1.34697920e-01 5.66719898e-04 -2.50828891e-01
6.05947728e-02 -2.00411526e-01]
[ -8.05232631e-02 -5.09987200e-02 2.70754066e-01 9.02948214e-02
1.21979488e-01 -5.44710023e-02 -1.25203884e-01 1.24103952e-01
6.13803130e-02 2.53524899e-02]
[ 9.11316499e-02 1.37634949e-01 1.11478939e-01 1.44720164e-01
-1.58158841e-01 -5.38858852e-02 1.09095743e-01 1.14465793e-01
-1.27464429e-03 1.20473911e-02]
[ 2.84281800e-02 -6.72881089e-02 -2.74399641e-01 -1.76259196e-02
1.20896536e-01 -1.11864396e-01 8.77433890e-02 1.59486021e-01
1.24635774e-01 1.29217648e-02]
[ 5.44798556e-02 5.39927389e-02 -1.19300515e-01 4.29498446e-02
-1.27889609e-01 3.27217803e-01 2.09206752e-01 2.06306828e-01
-1.69279133e-01 -4.28660389e-02]
[ -3.57093007e-03 -4.37283367e-02 1.12136198e-01 9.49722423e-02
6.77277529e-03 1.21596975e-01 -2.07786606e-01 -3.42943917e-02
1.99287395e-01 7.44924748e-02]
[ 9.73686206e-02 5.53532611e-02 -5.68770900e-02 -1.18395765e-01
-7.43606534e-02 -3.20617068e-01 1.28397526e-01 1.10848308e-02
1.33388594e-01 7.35425050e-02]
[ -9.84482671e-02 2.18961239e-02 -1.52786050e-02 2.25288567e-02
1.61773446e-02 -2.01321315e-01 -8.93629604e-02 -1.89635283e-02
1.44565226e-02 1.29464855e-01]
[ -1.30974288e-01 -1.39893671e-02 -1.91450528e-01 1.46913468e-02
-3.04060422e-01 -9.07764012e-03 -5.67268801e-02 -2.13185800e-02
1.85257474e-02 8.41626106e-02]
[ 6.61963866e-02 2.20485863e-01 -2.13249572e-02 3.59170134e-03
7.24292591e-02 2.10919615e-01 2.20548500e-01 1.06678614e-01
-8.56440183e-02 -2.10410232e-01]
[ 9.82105201e-02 -8.94093272e-03 3.40334434e-02 8.38270004e-02
1.16151563e-01 2.34141830e-02 1.18874810e-01 8.38627994e-02
1.41879726e-01 -1.85588653e-01]
[ 1.12225503e-01 -9.55730217e-02 1.40237965e-02 2.94841435e-02
1.95721385e-01 -4.58991907e-02 1.23397580e-01 4.06206250e-02
-2.62324833e-01 -4.59603243e-02]
[ -3.99829437e-02 -2.06589198e-01 6.08470901e-02 -2.90653893e-02
1.70975416e-01 -1.74045506e-01 1.93792543e-01 -9.02604084e-02
5.84456663e-02 2.75229389e-01]
[ -1.73346044e-01 -3.62873323e-02 1.17869359e-01 1.01965235e-01
4.15671527e-01 6.68601893e-02 2.83291777e-02 3.96325540e-02
1.93316399e-02 4.53888388e-02]
[ -4.47971464e-02 1.64324950e-01 3.33513991e-01 -3.12510857e-02
-5.99852901e-02 -1.44322173e-01 1.86188077e-01 5.25089191e-03
-9.99248485e-02 2.12891705e-01]
[ -4.57194943e-02 2.40067288e-02 -1.37448795e-01 1.02460733e-02
1.11738998e-01 -2.78778849e-01 -8.51210239e-02 1.66964153e-01
7.16156849e-02 8.72809230e-03]
[ 6.53676251e-02 9.46735363e-02 1.35987853e-01 -1.56654445e-01
1.64345225e-01 8.83620994e-02 1.61046727e-02 2.91465965e-01
2.72670189e-02 8.68184944e-02]
[ 2.11355462e-01 -7.75425760e-02 -1.61987631e-01 1.35050586e-01
-3.43440776e-01 -1.87177372e-01 -3.44788490e-02 1.94607881e-01
2.50915776e-01 -2.75648414e-01]
[ 3.49307668e-02 1.07896183e-01 2.43730726e-01 2.34429159e-01
1.09181537e-02 -1.81261717e-01 -1.24661281e-01 -1.28798581e-01
-1.50319748e-01 -3.07091394e-01]
[ 5.60033419e-02 3.72847185e-02 -9.98000802e-02 -9.10788297e-03
1.02061449e-01 2.17371232e-02 -9.76625524e-02 -1.85583663e-01
6.83964276e-02 2.57688352e-01]
[ -9.54824270e-03 -8.06267037e-02 -6.95661149e-02 -6.51342530e-02
3.49359181e-02 -1.68162428e-01 1.18837693e-01 9.48683849e-03
2.67000306e-02 -4.06654339e-03]
[ 2.76405184e-04 -2.03566866e-02 2.30971169e-01 3.44988616e-02
-9.69570469e-02 -1.13810945e-01 2.08366865e-01 4.11898022e-02
-2.15780415e-01 6.95437682e-02]
[ 3.71078996e-02 -6.80013974e-02 9.20775545e-02 -4.17359669e-02
-8.49106002e-02 9.07660111e-02 1.73638085e-01 -2.70951594e-01
-5.43697296e-02 -1.37512273e-01]
[ -3.33392590e-02 1.75997719e-02 7.58292404e-02 -6.26200848e-02
6.90241682e-02 1.93419835e-01 1.65167727e-01 1.17080846e-01
-4.63824584e-02 1.49601882e-01]
[ 2.30540580e-01 7.39082911e-02 3.48322799e-02 9.47017448e-02
4.43057871e-03 -2.75515018e-02 -1.74773338e-01 1.47051828e-01
-4.38700104e-02 8.50292760e-04]
[ -4.47296332e-02 -2.56324763e-01 -2.94827797e-02 -8.01807508e-02
-2.33242811e-02 -6.58798702e-02 3.96515351e-02 4.64466075e-02
3.23873686e-02 6.64801892e-02]
[ -1.82731468e-01 7.09083440e-02 -4.23002225e-03 1.15497959e-01
-1.90139111e-01 -1.66971541e-01 -1.30269791e-01 -5.66257514e-02
5.60830252e-02 9.72637540e-04]
[ -1.56102432e-02 7.47746676e-02 -4.97637132e-02 1.54975221e-01
2.09475776e-02 5.42425255e-02 5.70664997e-02 1.67575177e-01
-2.35414326e-03 2.10604858e-01]
[ 1.78617512e-01 7.02663907e-02 1.97013307e-01 2.17879989e-02
9.38227684e-03 1.44271316e-01 4.44849864e-02 1.70629141e-01
1.48358962e-01 -6.30769255e-02]
[ -1.10358860e-01 1.12966463e-01 2.21305146e-01 -3.83584917e-02
1.47361646e-01 1.57685538e-01 1.90207267e-02 -1.21832620e-02
-7.41539691e-02 -9.03521752e-03]
[ -1.03649803e-01 -2.45865163e-02 2.17861766e-02 8.01392875e-02
-9.69979185e-03 1.22014278e-01 2.78176878e-01 2.08490083e-02
-2.84840068e-01 -1.05241308e-01]
[ -1.70258821e-01 1.22534554e-01 -6.60844794e-02 -2.77384585e-01
-4.83824173e-02 8.68627960e-02 -5.02878061e-02 1.00004528e-01
-1.59612891e-01 1.09825002e-01]
[ 1.07649178e-01 -8.29415846e-02 -7.30759314e-02 -2.77306754e-02
-8.72978155e-02 -3.85089839e-02 -1.31907041e-01 1.46384155e-01
-6.65522524e-02 -5.86150426e-02]
[ 1.53062212e-01 -1.16124678e-01 -1.38093349e-01 -1.37506364e-04
1.33932830e-01 -6.01616034e-02 -6.83307547e-02 -1.45702960e-01
1.32568099e-01 -9.06641800e-02]
[ -1.40775977e-01 1.43332156e-01 2.43378808e-01 -5.47748635e-02
2.41059759e-01 1.10137172e-01 7.87759011e-03 -2.93629023e-01
-1.47706560e-01 -8.79175664e-02]
[ -3.27408202e-01 2.13692517e-01 2.44050029e-02 5.74949553e-03
-3.98894933e-02 -1.86541222e-01 -1.68998322e-01 2.32596632e-01
-7.54055252e-02 1.34210828e-01]
[ 1.40169254e-01 1.24792790e-01 -2.45198870e-01 -1.08425203e-01
1.05062950e-01 -2.80834538e-01 -1.84875386e-03 -1.64981544e-01
-1.68302393e-02 -1.98647844e-01]
[ 2.24189759e-01 -7.56376589e-02 7.05840218e-02 -4.65055411e-03
-8.32739246e-02 -4.06136785e-02 -9.55640187e-02 -1.39189247e-01
1.19326106e-01 -1.46001545e-01]
[ -1.03075578e-01 5.49406428e-03 1.19766035e-01 1.15996742e-01
-6.52520824e-02 -1.09028949e-01 2.14326779e-01 -7.44661661e-02
1.87862808e-01 2.83257681e-03]
[ 2.31037264e-02 -7.86721128e-02 2.18018912e-01 -2.19575223e-01
4.17107289e-02 1.08628319e-01 -4.71178406e-02 -1.10917014e-01
3.32108734e-02 2.70617275e-01]]
[[ 0.21506368]
[ 0.6413844 ]
[ 0.18740688]
[ 0.20557565]
[-0.9686273 ]
[-0.19861237]
[-0.70555344]
[-0.07410939]
[ 0.11217951]
[ 0.41260252]]
Progress: 2.6% ... Training loss: 0.658 ... Validation loss: 1.092[[ 9.12128430e-02 1.85747516e-01 -1.61814914e-01 3.06397385e-02
-5.43262642e-01 -8.38990592e-03 -3.96001499e-02 1.43414202e-01
-1.53413498e-01 1.27995985e-01]
[ 2.17392908e-02 1.98020418e-01 -1.62561696e-02 4.77394879e-02
6.76532308e-02 -9.29251249e-03 2.73654724e-01 4.12446630e-02
1.44411455e-01 -1.67017146e-02]
[ 2.20693569e-01 4.60096331e-01 4.00102821e-02 1.94233964e-01
-2.63808581e-01 -8.67178116e-02 -6.62451935e-01 -2.88554937e-02
1.51120423e-01 4.41851064e-01]
[ -5.30894119e-02 -4.23578565e-01 -2.55411493e-01 -6.16044327e-02
4.41582673e-01 1.89432164e-01 3.04161875e-01 5.32662953e-02
-2.11845368e-02 -2.56491620e-02]
[ 3.88423054e-06 2.39261845e-01 -1.47319142e-01 5.30769056e-02
4.51841204e-02 -1.79355500e-01 -5.57922279e-02 -1.19751750e-01
-2.04121344e-01 8.05030289e-02]
[ -3.63970766e-01 -2.74543007e-01 -2.95541484e-01 1.14566865e-01
2.03888900e-01 7.29755092e-02 1.97234000e-03 -2.98649488e-02
-3.35379475e-02 1.10582472e-02]
[ 3.95781190e-03 -7.55538719e-02 1.55421437e-02 1.17646016e-01
-2.59634197e-01 -7.84219924e-02 1.01063840e-01 -1.87260161e-01
1.89220329e-01 7.49138228e-02]
[ 1.40038177e-01 -7.20155325e-02 4.76291952e-02 -3.50109146e-02
-6.27077561e-03 -6.22341806e-02 -1.31646631e-01 1.20493857e-01
8.25397079e-02 4.73953235e-02]
[ -1.57851078e-01 -2.08495380e-02 -3.05034922e-01 5.97106569e-04
-1.13721582e-01 7.13759583e-02 -2.89778347e-01 -2.16193148e-02
2.79341854e-01 -9.81864083e-02]
[ 4.28510270e-02 -1.37995337e-01 8.14826797e-02 6.75338743e-03
2.77566069e-02 -8.75964888e-02 -8.93519675e-02 -9.27320238e-02
-3.94309433e-02 1.62197494e-01]
[ -8.08934519e-02 1.30760951e-01 -6.46630536e-03 -1.63179553e-01
-1.04128538e-02 3.81252160e-02 5.95206668e-02 -9.54746580e-02
-2.38033400e-02 -1.29625896e-01]
[ -4.74138673e-02 1.57444462e-01 -4.04727251e-02 6.91070625e-02
7.82655092e-02 6.68017264e-02 -1.97469517e-01 -1.61844081e-02
-1.07646862e-01 -1.07795292e-01]
[ -1.55526240e-01 7.44339350e-03 6.26751934e-02 2.38845963e-02
-1.77575545e-01 -2.20528165e-01 -1.82166703e-01 -1.96911553e-01
8.88657078e-02 1.76541033e-01]
[ -2.05112379e-01 -8.85965875e-02 1.23810542e-01 2.78384198e-01
-1.67186991e-01 -8.45763426e-02 -1.64799450e-01 -2.53885563e-01
-2.02164993e-01 2.41155326e-02]
[ 1.07162835e-01 -3.91414626e-02 -2.32199962e-02 9.77129410e-02
1.91437469e-02 -7.10711420e-02 1.05728245e-01 5.99745161e-03
1.46720834e-02 7.50873773e-03]
[ 8.42684258e-03 -9.53910045e-02 -2.25709067e-01 1.09971958e-01
3.72857979e-02 1.11803587e-01 -2.11874631e-02 -1.58373785e-02
-1.25491938e-01 -4.46883633e-02]
[ -1.25899706e-01 -3.72102885e-02 -2.04871463e-01 1.52549158e-01
-7.16971213e-02 1.34822963e-01 1.04691902e-03 -2.50779148e-01
6.05388720e-02 -2.00610541e-01]
[ -8.05293222e-02 -5.11562622e-02 2.70743055e-01 9.02745222e-02
1.22465687e-01 -5.44859545e-02 -1.24770676e-01 1.24098543e-01
6.13912365e-02 2.52571292e-02]
[ 9.14403761e-02 1.38262287e-01 1.11706258e-01 1.44986725e-01
-1.59225651e-01 -5.41015358e-02 1.08040817e-01 1.14373839e-01
-1.13086607e-03 1.25890500e-02]
[ 2.76795442e-02 -6.96154459e-02 -2.75080691e-01 -1.83789446e-02
1.24496936e-01 -1.11142999e-01 8.99473773e-02 1.59754544e-01
1.24246179e-01 1.16499484e-02]
[ 5.39621715e-02 5.25843698e-02 -1.19751840e-01 4.24368031e-02
-1.25555838e-01 3.27699230e-01 2.10815126e-01 2.06494923e-01
-1.69562623e-01 -4.37986941e-02]
[ -3.67123555e-03 -4.40523705e-02 1.12070588e-01 9.48915714e-02
7.28290670e-03 1.21664969e-01 -2.07204064e-01 -3.42668615e-02
1.99241499e-01 7.43206344e-02]
[ 9.72660307e-02 5.50563512e-02 -5.69601184e-02 -1.18493982e-01
-7.39269395e-02 -3.20523346e-01 1.28714826e-01 1.11202280e-02
1.33335696e-01 7.33516111e-02]
[ -9.77590737e-02 2.38106236e-02 -1.47032836e-02 2.32112746e-02
1.30691346e-02 -2.01971926e-01 -9.14750957e-02 -1.92102347e-02
1.48154648e-02 1.30725228e-01]
[ -1.30845256e-01 -1.37017274e-02 -1.91333486e-01 1.48281502e-02
-3.04709593e-01 -9.21036010e-03 -5.71585291e-02 -2.13654746e-02
1.85968984e-02 8.43898204e-02]
[ 6.57353746e-02 2.19117658e-01 -2.17418302e-02 3.13356207e-03
7.45406388e-02 2.11352235e-01 2.21981138e-01 1.06844656e-01
-8.58878732e-02 -2.11285281e-01]
[ 9.81263147e-02 -9.17930883e-03 3.39649752e-02 8.37444141e-02
1.16541336e-01 2.34944689e-02 1.19151774e-01 8.38927059e-02
1.41834670e-01 -1.85755045e-01]
[ 1.11495865e-01 -9.76437948e-02 1.33944491e-02 2.87721725e-02
1.98787749e-01 -4.52142996e-02 1.25696513e-01 4.08725361e-02
-2.62705400e-01 -4.73348054e-02]
[ -4.03394262e-02 -2.07602372e-01 6.05341339e-02 -2.94120114e-02
1.72566082e-01 -1.73710565e-01 1.94929634e-01 -9.01355588e-02
5.82628478e-02 2.74667219e-01]
[ -1.74044085e-01 -3.83968847e-02 1.17248352e-01 1.01282053e-01
4.18847684e-01 6.75049521e-02 3.05327880e-02 3.98773994e-02
1.89572784e-02 4.40780497e-02]
[ -4.55762149e-02 1.62095295e-01 3.32836338e-01 -3.20078462e-02
-5.67124237e-02 -1.43602233e-01 1.88642723e-01 5.52256645e-03
-1.00336350e-01 2.11425183e-01]
[ -4.60123250e-02 2.31422053e-02 -1.37700433e-01 9.96505139e-03
1.13017109e-01 -2.78514394e-01 -8.41761170e-02 1.67065368e-01
7.14664193e-02 8.17499983e-03]
[ 6.51618301e-02 9.40084925e-02 1.35796028e-01 -1.56872773e-01
1.65376413e-01 8.85701336e-02 1.66879616e-02 2.91543587e-01
2.71579656e-02 8.64354613e-02]
[ 2.12819927e-01 -7.38081415e-02 -1.60774667e-01 1.36495310e-01
-3.49739888e-01 -1.88515453e-01 -3.92360441e-02 1.94091423e-01
2.51690539e-01 -2.72867011e-01]
[ 3.50354513e-02 1.08244843e-01 2.43834254e-01 2.34530202e-01
1.04776671e-02 -1.81372023e-01 -1.25068033e-01 -1.28833080e-01
-1.50261996e-01 -3.06879415e-01]
[ 5.59356281e-02 3.71447330e-02 -9.98661698e-02 -9.17684528e-03
1.02325408e-01 2.17977269e-02 -9.75510696e-02 -1.85558211e-01
6.83561246e-02 2.57587365e-01]
[ -9.68292454e-03 -8.09621911e-02 -6.96844662e-02 -6.52651350e-02
3.54446342e-02 -1.68038423e-01 1.19175873e-01 9.53360513e-03
2.66275460e-02 -4.28966019e-03]
[ 2.74025821e-05 -2.09679102e-02 2.30759096e-01 3.42437438e-02
-9.60146908e-02 -1.13577622e-01 2.09005031e-01 4.12820779e-02
-2.15924270e-01 6.91070464e-02]
[ 3.70754963e-02 -6.80933189e-02 9.20579012e-02 -4.17591256e-02
-8.48485557e-02 9.07888604e-02 1.73831834e-01 -2.70943830e-01
-5.43830326e-02 -1.37565646e-01]
[ -3.34665717e-02 1.73199078e-02 7.57094778e-02 -6.27391403e-02
6.94901748e-02 1.93522823e-01 1.65463663e-01 1.17124603e-01
-4.64578318e-02 1.49366319e-01]
[ 2.30642588e-01 7.42370451e-02 3.49250302e-02 9.48057535e-02
4.08072985e-03 -2.76644567e-02 -1.75044331e-01 1.47011718e-01
-4.38133507e-02 1.06228692e-03]
[ -4.46601285e-02 -2.56120071e-01 -2.94218088e-02 -8.01120771e-02
-2.35706259e-02 -6.59457570e-02 3.94473452e-02 4.64218715e-02
3.24190182e-02 6.66136624e-02]
[ -1.81859084e-01 7.31070986e-02 -3.45223696e-03 1.16303219e-01
-1.93295860e-01 -1.67721681e-01 -1.32656976e-01 -5.69065504e-02
5.65449250e-02 2.59625030e-03]
[ -1.50029060e-02 7.61948334e-02 -4.92381556e-02 1.55535818e-01
1.88501187e-02 5.36881377e-02 5.56628721e-02 1.67358232e-01
-2.02590183e-03 2.11620251e-01]
[ 1.78965989e-01 7.12515311e-02 1.97317364e-01 2.21089867e-02
7.99302847e-03 1.43947359e-01 4.34602377e-02 1.70510798e-01
1.48538642e-01 -6.24866421e-02]
[ -1.10133869e-01 1.13597612e-01 2.21527785e-01 -3.81146583e-02
1.46338255e-01 1.57453610e-01 1.83505856e-02 -1.22724930e-02
-7.40217580e-02 -8.59132615e-03]
[ -1.03603904e-01 -2.44718540e-02 2.18271872e-02 8.01934269e-02
-9.86552926e-03 1.21972422e-01 2.78083691e-01 2.08281203e-02
-2.84803526e-01 -1.05159026e-01]
[ -1.70338212e-01 1.22317028e-01 -6.61417726e-02 -2.77459514e-01
-4.81543247e-02 8.69346808e-02 -5.00425903e-02 1.00031918e-01
-1.59650601e-01 1.09683878e-01]
[ 1.07600563e-01 -8.30631222e-02 -7.31185627e-02 -2.77789918e-02
-8.70708817e-02 -3.84624695e-02 -1.31743897e-01 1.46401611e-01
-6.65784641e-02 -5.87121330e-02]
[ 1.52804685e-01 -1.16926832e-01 -1.38300956e-01 -3.82774686e-04
1.35317653e-01 -5.99336036e-02 -6.73817370e-02 -1.45614539e-01
1.32450974e-01 -9.11285510e-02]
[ -1.40870610e-01 1.42912934e-01 2.43285760e-01 -5.49119107e-02
2.41766396e-01 1.10265674e-01 8.21465725e-03 -2.93568942e-01
-1.47764888e-01 -8.80859408e-02]
[ -3.26868981e-01 2.15077767e-01 2.49114557e-02 6.26769850e-03
-4.21483280e-02 -1.87055983e-01 -1.70461078e-01 2.32414045e-01
-7.51141747e-02 1.35195545e-01]
[ 1.39635336e-01 1.23241594e-01 -2.45688726e-01 -1.08924258e-01
1.07330967e-01 -2.80333413e-01 -3.19982502e-04 -1.64809998e-01
-1.70957081e-02 -1.99588677e-01]
[ 2.23878954e-01 -7.67592990e-02 7.02793776e-02 -4.98724184e-03
-8.16399265e-02 -4.03272206e-02 -9.44229557e-02 -1.39079454e-01
1.19136888e-01 -1.46758442e-01]
[ -1.02615605e-01 6.60345403e-03 1.20174410e-01 1.16439049e-01
-6.69891737e-02 -1.09435621e-01 2.12837327e-01 -7.46314649e-02
1.88114656e-01 3.77307219e-03]
[ 2.27949739e-02 -7.96629775e-02 2.17734879e-01 -2.19873437e-01
4.31594163e-02 1.08908266e-01 -4.60216184e-02 -1.10812051e-01
3.30514934e-02 2.70137344e-01]]
[[ 0.20735516]
[ 0.64095486]
[ 0.18043543]
[ 0.20437082]
[-0.98008058]
[-0.20636517]
[-0.71207696]
[-0.07900009]
[ 0.10912061]
[ 0.40595279]]
Progress: 2.7% ... Training loss: 0.655 ... Validation loss: 1.106[[ 9.13951201e-02 1.86353418e-01 -1.61679804e-01 3.08018021e-02
-5.42857367e-01 -8.58201641e-03 -3.97283094e-02 1.43358541e-01
-1.53309187e-01 1.28110755e-01]
[ 2.16799672e-02 1.97839614e-01 -1.63048502e-02 4.76823505e-02
6.79322082e-02 -9.23305441e-03 2.73845448e-01 4.12675651e-02
1.44379799e-01 -1.68138542e-02]
[ 2.21832193e-01 4.63457049e-01 4.10431446e-02 1.95445596e-01
-2.67523569e-01 -8.79142453e-02 -6.65819546e-01 -2.93112779e-02
1.51733838e-01 4.44332141e-01]
[ -5.39893329e-02 -4.25431074e-01 -2.56120976e-01 -6.25038402e-02
4.44329335e-01 1.90382120e-01 3.05684199e-01 5.36389737e-02
-2.17154474e-02 -2.70074505e-02]
[ -2.80780003e-04 2.38475526e-01 -1.47469715e-01 5.28211606e-02
4.57915938e-02 -1.79243330e-01 -5.47017073e-02 -1.19678725e-01
-2.04178051e-01 8.00812583e-02]
[ -3.64444573e-01 -2.75999657e-01 -2.95988182e-01 1.14035714e-01
2.06254813e-01 7.34906144e-02 3.66200582e-03 -2.96688306e-02
-3.37911265e-02 1.00062596e-02]
[ 3.48527308e-03 -7.71737438e-02 1.50890729e-02 1.17165920e-01
-2.56704277e-01 -7.79280932e-02 1.03246326e-01 -1.87094042e-01
1.88985580e-01 7.38110376e-02]
[ 1.39929292e-01 -7.23572184e-02 4.75296928e-02 -3.51454955e-02
-5.09308822e-03 -6.21346622e-02 -1.31279770e-01 1.20546788e-01
8.24822025e-02 4.72790860e-02]
[ -1.57843825e-01 -2.08849985e-02 -3.05019457e-01 5.95799339e-04
-1.13556434e-01 7.13847283e-02 -2.89453807e-01 -2.16086937e-02
2.79322073e-01 -9.82312585e-02]
[ 4.16007649e-02 -1.42109943e-01 8.03055802e-02 5.43520442e-03
3.48468449e-02 -8.63048220e-02 -8.41402336e-02 -9.22467150e-02
-4.00840379e-02 1.59512119e-01]
[ -8.05440599e-02 1.31949757e-01 -6.14560178e-03 -1.62852516e-01
-1.16152068e-02 3.77825651e-02 5.83571883e-02 -9.55942802e-02
-2.36338352e-02 -1.28952905e-01]
[ -4.75609763e-02 1.56916593e-01 -4.06001358e-02 6.89510729e-02
7.90162931e-02 6.69700032e-02 -1.96954220e-01 -1.61243066e-02
-1.07728487e-01 -1.08098768e-01]
[ -1.55526240e-01 7.44339350e-03 6.26751934e-02 2.38845963e-02
-1.77575545e-01 -2.20528165e-01 -1.82166703e-01 -1.96911553e-01
8.88657078e-02 1.76541033e-01]
[ -2.05237372e-01 -8.90559701e-02 1.23671284e-01 2.78223951e-01
-1.66433318e-01 -8.44131820e-02 -1.64230990e-01 -2.53829600e-01
-2.02242545e-01 2.37529059e-02]
[ 1.06961233e-01 -3.97616058e-02 -2.33913993e-02 9.75040935e-02
2.00830879e-02 -7.08817067e-02 1.06363940e-01 6.07562373e-03
1.45784714e-02 7.12410459e-03]
[ 8.21881065e-03 -9.59327422e-02 -2.25908413e-01 1.09748523e-01
3.82047288e-02 1.12013909e-01 -2.04448613e-02 -1.57540334e-02
-1.25602570e-01 -4.51188535e-02]
[ -1.26360526e-01 -3.86404721e-02 -2.05270197e-01 1.52079436e-01
-6.95836069e-02 1.35299282e-01 2.60159042e-03 -2.50603899e-01
6.02933325e-02 -2.01539799e-01]
[ -8.02510561e-02 -5.03946028e-02 2.70934866e-01 9.05330770e-02
1.21731452e-01 -5.47335173e-02 -1.25279662e-01 1.23991182e-01
6.15352961e-02 2.56801152e-02]
[ 9.08572033e-02 1.36438012e-01 1.11184292e-01 1.44399275e-01
-1.56358808e-01 -5.35148494e-02 1.10091688e-01 1.14596542e-01
-1.44208203e-03 1.14359397e-02]
[ 2.74295019e-02 -7.03405143e-02 -2.75298388e-01 -1.86429558e-02
1.25714063e-01 -1.10891996e-01 9.05970238e-02 1.59853283e-01
1.24126529e-01 1.12361924e-02]
[ 5.44612484e-02 5.40625466e-02 -1.19273596e-01 4.29708288e-02
-1.27266555e-01 3.27155321e-01 2.09343293e-01 2.06294522e-01
-1.69283641e-01 -4.27934395e-02]
[ -3.43488476e-03 -4.34207643e-02 1.12261656e-01 9.51019799e-02
6.40264604e-03 1.21450882e-01 -2.07872244e-01 -3.43466932e-02
1.99345679e-01 7.47146787e-02]
[ 9.72135790e-02 5.49500051e-02 -5.69863605e-02 -1.18538998e-01
-7.36100109e-02 -3.20458728e-01 1.28960141e-01 1.11435918e-02
1.33304079e-01 7.32543904e-02]
[ -9.77753381e-02 2.36971298e-02 -1.47191679e-02 2.31929891e-02
1.31825215e-02 -2.01949420e-01 -9.13068387e-02 -1.91988340e-02
1.48065619e-02 1.30688597e-01]
[ -1.31009550e-01 -1.42062085e-02 -1.91487886e-01 1.46550406e-02
-3.03985455e-01 -9.05155914e-03 -5.65614932e-02 -2.13010282e-02
1.85031821e-02 8.40594004e-02]
[ 6.51211103e-02 2.17351398e-01 -2.22654696e-02 2.53503137e-03
7.71032838e-02 2.11967798e-01 2.24067218e-01 1.07076577e-01
-8.62076132e-02 -2.12462646e-01]
[ 9.79312548e-02 -9.80422098e-03 3.37829735e-02 8.35330028e-02
1.17481440e-01 2.37034448e-02 1.19812674e-01 8.39712874e-02
1.41732379e-01 -1.86123700e-01]
[ 1.10974797e-01 -9.93827060e-02 1.29023318e-02 2.82129874e-02
2.01378079e-01 -4.46534770e-02 1.27517828e-01 4.10842211e-02
-2.63002226e-01 -4.83993193e-02]
[ -4.06797132e-02 -2.08389451e-01 6.02342593e-02 -2.97547748e-02
1.74099271e-01 -1.73368176e-01 1.95990526e-01 -9.00073928e-02
5.80889312e-02 2.74028623e-01]
[ -1.74438953e-01 -3.95977541e-02 1.16918531e-01 1.00879210e-01
4.20641233e-01 6.78972678e-02 3.18508561e-02 4.00318253e-02
1.87589975e-02 4.33016172e-02]
[ -4.60617838e-02 1.60724023e-01 3.32398491e-01 -3.25010741e-02
-5.45955263e-02 -1.43145752e-01 1.90228380e-01 5.70942122e-03
-1.00594775e-01 2.10469667e-01]
[ -4.63892345e-02 2.19917153e-02 -1.38037870e-01 9.57429853e-03
1.14817118e-01 -2.78124264e-01 -8.28411664e-02 1.67214494e-01
7.12669818e-02 7.41616472e-03]
[ 6.49885226e-02 9.34555066e-02 1.35636433e-01 -1.57059776e-01
1.66297522e-01 8.87539043e-02 1.72133718e-02 2.91611316e-01
2.70640709e-02 8.61556285e-02]
[ 2.13554619e-01 -7.15587559e-02 -1.60116134e-01 1.37245734e-01
-3.52851893e-01 -1.89263601e-01 -4.17304229e-02 1.93812724e-01
2.52073256e-01 -2.71465615e-01]
[ 3.51535161e-02 1.08593405e-01 2.43937821e-01 2.34645077e-01
9.95338808e-03 -1.81487832e-01 -1.25472328e-01 -1.28876134e-01
-1.50201938e-01 -3.06648483e-01]
[ 5.59849745e-02 3.73116561e-02 -9.98255314e-02 -9.13827458e-03
1.02148735e-01 2.17504903e-02 -9.77021446e-02 -1.85572246e-01
6.83735816e-02 2.57671209e-01]
[ -9.86385172e-03 -8.13527706e-02 -6.98495699e-02 -6.54519573e-02
3.60029967e-02 -1.67868419e-01 1.19625438e-01 9.60918401e-03
2.65314528e-02 -4.60433171e-03]
[ 2.94251378e-04 -2.01851885e-02 2.31008607e-01 3.45226267e-02
-9.71526436e-02 -1.13848077e-01 2.08255755e-01 4.11727760e-02
-2.15785387e-01 6.96019615e-02]
[ 3.73360914e-02 -6.74576328e-02 9.22889472e-02 -4.15003104e-02
-8.58176574e-02 9.05506982e-02 1.73052142e-01 -2.71038739e-01
-5.42483074e-02 -1.37054172e-01]
[ -3.34560579e-02 1.73432501e-02 7.57158462e-02 -6.27313511e-02
6.94642056e-02 1.93514422e-01 1.65435226e-01 1.17121316e-01
-4.64528222e-02 1.49378442e-01]
[ 2.30865506e-01 7.48200375e-02 3.51279151e-02 9.50425951e-02
3.30247591e-03 -2.79008835e-02 -1.75784004e-01 1.46917408e-01
-4.36846357e-02 1.45350467e-03]
[ -4.46584150e-02 -2.56121151e-01 -2.94125036e-02 -8.01005737e-02
-2.35003941e-02 -6.59595908e-02 3.94862471e-02 4.64153734e-02
3.24278832e-02 6.66126298e-02]
[ -1.81181797e-01 7.48421678e-02 -2.88571083e-03 1.16968346e-01
-1.95605070e-01 -1.68365866e-01 -1.34177022e-01 -5.71648849e-02
5.68969003e-02 3.80089686e-03]
[ -1.47545759e-02 7.69325688e-02 -4.90355983e-02 1.55782060e-01
1.78029917e-02 5.34335047e-02 5.50242889e-02 1.67257788e-01
-1.88407704e-03 2.12023223e-01]
[ 1.78938359e-01 7.11668097e-02 1.97294926e-01 2.20819562e-02
8.11831978e-03 1.43970444e-01 4.35522082e-02 1.70520703e-01
1.48525585e-01 -6.25385031e-02]
[ -1.10178712e-01 1.13428366e-01 2.21469841e-01 -3.81776575e-02
1.46608726e-01 1.57517250e-01 1.85467504e-02 -1.22504029e-02
-7.40519897e-02 -8.71323602e-03]
[ -1.03519540e-01 -2.42387061e-02 2.19019899e-02 8.02780643e-02
-1.02218115e-02 1.21888079e-01 2.77814157e-01 2.07953681e-02
-2.84757920e-01 -1.04999390e-01]
[ -1.70513904e-01 1.21817989e-01 -6.62930025e-02 -2.77635888e-01
-4.73519605e-02 8.71009623e-02 -4.95249292e-02 1.00098860e-01
-1.59745186e-01 1.09353767e-01]
[ 1.07408337e-01 -8.36749113e-02 -7.32890613e-02 -2.79808903e-02
-8.60799127e-02 -3.82570041e-02 -1.31092890e-01 1.46480017e-01
-6.66827377e-02 -5.90818168e-02]
[ 1.53215917e-01 -1.15647031e-01 -1.37902409e-01 3.33397768e-05
1.33695143e-01 -6.03427240e-02 -6.84858444e-02 -1.45774830e-01
1.32665113e-01 -9.03930344e-02]
[ -1.40752312e-01 1.43290579e-01 2.43373113e-01 -5.48168069e-02
2.41241574e-01 1.10169325e-01 7.97298384e-03 -2.93602428e-01
-1.47708852e-01 -8.78955346e-02]
[ -3.27407635e-01 2.13313712e-01 2.44088323e-02 5.69844807e-03
-3.93905000e-02 -1.86477632e-01 -1.68533201e-01 2.32624367e-01
-7.54121148e-02 1.34102407e-01]
[ 1.39057153e-01 1.21413842e-01 -2.46191770e-01 -1.09501856e-01
1.09745764e-01 -2.79777326e-01 1.71802762e-03 -1.64594908e-01
-1.73947142e-02 -2.00771254e-01]
[ 2.23563597e-01 -7.78828320e-02 6.99829020e-02 -5.33113676e-03
-7.97778480e-02 -3.99827054e-02 -9.30831778e-02 -1.38953748e-01
1.18974641e-01 -1.47435426e-01]
[ -1.02775255e-01 6.44248703e-03 1.20035321e-01 1.16278015e-01
-6.61011369e-02 -1.09309772e-01 2.13127817e-01 -7.45550689e-02
1.88024171e-01 3.53268923e-03]
[ 2.28093085e-02 -7.98977848e-02 2.17706405e-01 -2.19880013e-01
4.40226783e-02 1.08926225e-01 -4.57084395e-02 -1.10819999e-01
3.30657822e-02 2.70088643e-01]]
[[ 0.19950645]
[ 0.63469538]
[ 0.17127275]
[ 0.19477286]
[-0.99768715]
[-0.21644002]
[-0.72898292]
[-0.08949142]
[ 0.10035542]
[ 0.39572811]]
Progress: 2.8% ... Training loss: 0.655 ... Validation loss: 1.140[[ 9.18812329e-02 1.87100275e-01 -1.61329653e-01 3.12075252e-02
-5.42750346e-01 -9.05805459e-03 -4.04917855e-02 1.43137245e-01
-1.53053925e-01 1.28878235e-01]
[ 2.15459875e-02 1.97366351e-01 -1.64334606e-02 4.75341255e-02
6.86995766e-02 -9.08341414e-03 2.74360756e-01 4.13311962e-02
1.44308135e-01 -1.71161806e-02]
[ 2.22519450e-01 4.65777588e-01 4.15263647e-02 1.96086990e-01
-2.69690401e-01 -8.86361582e-02 -6.68357930e-01 -2.96258403e-02
1.52064189e-01 4.45873758e-01]
[ -5.49789932e-02 -4.27017295e-01 -2.56792693e-01 -6.32873082e-02
4.44790359e-01 1.91234881e-01 3.07813449e-01 5.40614914e-02
-2.21884228e-02 -2.83232160e-02]
[ -1.21186443e-03 2.35023715e-01 -1.48246639e-01 5.18342750e-02
5.09221220e-02 -1.78184362e-01 -5.14478195e-02 -1.19261313e-01
-2.04634421e-01 7.83804731e-02]
[ -3.64714636e-01 -2.76979282e-01 -2.96236361e-01 1.13742066e-01
2.07699842e-01 7.38095610e-02 4.81887429e-03 -2.95410949e-02
-3.39199619e-02 9.33682060e-03]
[ 4.59939215e-03 -7.46186279e-02 1.59749119e-02 1.18183481e-01
-2.59496261e-01 -7.90148501e-02 1.00552796e-01 -1.87599102e-01
1.89521236e-01 7.56590841e-02]
[ 1.38875554e-01 -7.53671528e-02 4.65987727e-02 -3.61943846e-02
-1.35269016e-04 -6.10433212e-02 -1.28041932e-01 1.21022839e-01
8.19491214e-02 4.54119053e-02]
[ -1.58288836e-01 -2.20169912e-02 -3.05403584e-01 1.59771768e-04
-1.11355586e-01 7.18592596e-02 -2.87985766e-01 -2.14043570e-02
2.79093552e-01 -9.91017855e-02]
[ 4.09718827e-02 -1.44420427e-01 7.96578613e-02 4.69579442e-03
4.01120560e-02 -8.55341440e-02 -8.12436648e-02 -9.19537294e-02
-4.04199855e-02 1.58016655e-01]
[ -8.04770526e-02 1.31999425e-01 -6.10251951e-03 -1.62790423e-01
-1.14607319e-02 3.77224653e-02 5.82761720e-02 -9.56247218e-02
-2.36040062e-02 -1.28860849e-01]
[ -4.76537934e-02 1.56610973e-01 -4.06728857e-02 6.88673862e-02
7.94083192e-02 6.70574871e-02 -1.96600554e-01 -1.60837866e-02
-1.07777149e-01 -1.08254460e-01]
[ -1.55526240e-01 7.44339350e-03 6.26751934e-02 2.38845963e-02
-1.77575545e-01 -2.20528165e-01 -1.82166703e-01 -1.96911553e-01
8.88657078e-02 1.76541033e-01]
[ -2.05243970e-01 -8.90904214e-02 1.23657433e-01 2.78204908e-01
-1.66360472e-01 -8.43903275e-02 -1.64157567e-01 -2.53823069e-01
-2.02249835e-01 2.37107125e-02]
[ 1.06574403e-01 -4.11139199e-02 -2.37293702e-02 9.71181030e-02
2.20655768e-02 -7.04594499e-02 1.07882196e-01 6.24703704e-03
1.43907540e-02 6.27742135e-03]
[ 8.33816904e-03 -9.56059539e-02 -2.25805299e-01 1.09859513e-01
3.75973111e-02 1.11883021e-01 -2.07878795e-02 -1.58011295e-02
-1.25539984e-01 -4.49144521e-02]
[ -1.26071285e-01 -3.80616095e-02 -2.05021536e-01 1.52329418e-01
-7.01408689e-02 1.35027785e-01 1.73205483e-03 -2.50734653e-01
6.04318868e-02 -2.01050199e-01]
[ -7.93737313e-02 -4.81955471e-02 2.71623116e-01 9.13639426e-02
1.19226228e-01 -5.56024462e-02 -1.27404311e-01 1.23590159e-01
6.19702927e-02 2.71567268e-02]
[ 9.04450715e-02 1.35162573e-01 1.10818627e-01 1.43966162e-01
-1.54594533e-01 -5.30718984e-02 1.11577067e-01 1.14792202e-01
-1.66605305e-03 1.06755783e-02]
[ 2.68905836e-02 -7.18858215e-02 -2.75772977e-01 -1.91826249e-02
1.28068707e-01 -1.10307690e-01 9.21474931e-02 1.60095506e-01
1.23857607e-01 1.03335392e-02]
[ 5.45253521e-02 5.42929858e-02 -1.19222030e-01 4.30463767e-02
-1.27181192e-01 3.27063757e-01 2.09087542e-01 2.06266245e-01
-1.69246916e-01 -4.27066166e-02]
[ -3.69479158e-03 -4.40893887e-02 1.12036654e-01 9.48483404e-02
7.55199995e-03 1.21700787e-01 -2.07075864e-01 -3.42358108e-02
1.99214589e-01 7.42515220e-02]
[ 9.71155525e-02 5.47388346e-02 -5.70761752e-02 -1.18631108e-01
-7.32076064e-02 -3.20353230e-01 1.29273860e-01 1.11881064e-02
1.33255002e-01 7.30656638e-02]
[ -9.80024277e-02 2.30593311e-02 -1.49190854e-02 2.29630870e-02
1.43050652e-02 -2.01705262e-01 -9.05369946e-02 -1.90947150e-02
1.46892815e-02 1.30233859e-01]
[ -1.31084769e-01 -1.43826850e-02 -1.91550053e-01 1.45801170e-02
-3.03437758e-01 -8.96254915e-03 -5.63067935e-02 -2.12661585e-02
1.84608881e-02 8.39013779e-02]
[ 6.49202866e-02 2.16744921e-01 -2.24371160e-02 2.33754854e-03
7.80992380e-02 2.12187661e-01 2.24786211e-01 1.07165883e-01
-8.63057973e-02 -2.12852990e-01]
[ 9.75158719e-02 -1.12089111e-02 3.34152754e-02 8.31030100e-02
1.19450903e-01 2.41773337e-02 1.21339103e-01 8.41637673e-02
1.41518855e-01 -1.86984995e-01]
[ 1.10864734e-01 -9.96857090e-02 1.28088603e-02 2.81053755e-02
2.01895472e-01 -4.45334721e-02 1.27893963e-01 4.11313424e-02
-2.63058170e-01 -4.86113421e-02]
[ -4.10954873e-02 -2.09617848e-01 5.98732489e-02 -3.01596635e-02
1.76049808e-01 -1.72949725e-01 1.97455743e-01 -8.98199001e-02
5.78789381e-02 2.73296285e-01]
[ -1.75169776e-01 -4.17538692e-02 1.16286139e-01 1.00152783e-01
4.24072293e-01 6.86908287e-02 3.44761906e-02 4.03591037e-02
1.83955671e-02 4.18992135e-02]
[ -4.62904812e-02 1.59992263e-01 3.32187271e-01 -3.27391223e-02
-5.33727184e-02 -1.42891694e-01 1.91066099e-01 5.81611682e-03
-1.00713885e-01 2.09981809e-01]
[ -4.65690844e-02 2.14424792e-02 -1.38197229e-01 9.39371738e-03
1.15670549e-01 -2.77942101e-01 -8.22925255e-02 1.67297876e-01
7.11740488e-02 7.10826607e-03]
[ 6.48119343e-02 9.28412976e-02 1.35490619e-01 -1.57230040e-01
1.67095861e-01 8.89425597e-02 1.79046324e-02 2.91688903e-01
2.69808229e-02 8.58407911e-02]
[ 2.14162570e-01 -6.97188996e-02 -1.59588464e-01 1.37858032e-01
-3.55441131e-01 -1.89945004e-01 -4.39015626e-02 1.93534180e-01
2.52372931e-01 -2.70317475e-01]
[ 3.53592429e-02 1.09234402e-01 2.44123726e-01 2.34855339e-01
9.02878956e-03 -1.81718315e-01 -1.26204552e-01 -1.28972371e-01
-1.50092946e-01 -3.06238207e-01]
[ 5.57184525e-02 3.65955731e-02 -1.00056436e-01 -9.40729105e-03
1.03239288e-01 2.20365417e-02 -9.69789491e-02 -1.85449741e-01
6.82396656e-02 2.57236711e-01]
[ -9.55133205e-03 -8.04175302e-02 -6.95764929e-02 -6.51420516e-02
3.45986627e-02 -1.68185026e-01 1.18664959e-01 9.46413294e-03
2.66887955e-02 -4.02817061e-03]
[ 2.81528576e-04 -2.02236937e-02 2.30997871e-01 3.45102456e-02
-9.70845910e-02 -1.13837460e-01 2.08300731e-01 4.11778684e-02
-2.15790936e-01 6.95776096e-02]
[ 3.72481156e-02 -6.76904400e-02 9.22102016e-02 -4.15910543e-02
-8.53665866e-02 9.06489464e-02 1.73274785e-01 -2.70999133e-01
-5.42956987e-02 -1.37211106e-01]
[ -3.36731662e-02 1.67454967e-02 7.55139808e-02 -6.29587653e-02
7.04774891e-02 1.93752964e-01 1.66161891e-01 1.17221645e-01
-4.65657437e-02 1.48936010e-01]
[ 2.30672943e-01 7.43692844e-02 3.49357527e-02 9.48324932e-02
4.15231509e-03 -2.76679541e-02 -1.75398736e-01 1.47017498e-01
-4.37980408e-02 1.08790952e-03]
[ -4.45737466e-02 -2.55833605e-01 -2.93370238e-02 -8.00154590e-02
-2.38761686e-02 -6.60540508e-02 3.92034512e-02 4.63751619e-02
3.24688295e-02 6.67731975e-02]
[ -1.80596528e-01 7.63650017e-02 -2.43327736e-03 1.17520496e-01
-1.97198572e-01 -1.68953063e-01 -1.35532294e-01 -5.74324666e-02
5.71872359e-02 4.80322610e-03]
[ -1.41679275e-02 7.82187315e-02 -4.85418224e-02 1.56338193e-01
1.60270962e-02 5.28292543e-02 5.33270413e-02 1.66990422e-01
-1.58400501e-03 2.12984462e-01]
[ 1.79267596e-01 7.21793143e-02 1.97576055e-01 2.24040273e-02
6.46695781e-03 1.43609344e-01 4.24072131e-02 1.70374535e-01
1.48688368e-01 -6.19239578e-02]
[ -1.10008779e-01 1.13848448e-01 2.21612624e-01 -3.80157345e-02
1.46014757e-01 1.57338625e-01 1.80320783e-02 -1.23235895e-02
-7.39664834e-02 -8.42004630e-03]
[ -1.03458470e-01 -2.40535848e-02 2.19578659e-02 8.03417936e-02
-1.04687761e-02 1.21814466e-01 2.77616817e-01 2.07653296e-02
-2.84724570e-01 -1.04878021e-01]
[ -1.70551202e-01 1.21719167e-01 -6.63223946e-02 -2.77674580e-01
-4.72089771e-02 8.71446246e-02 -4.94118688e-02 1.00118674e-01
-1.59764860e-01 1.09286030e-01]
[ 1.07082813e-01 -8.46430822e-02 -7.35681605e-02 -2.83118358e-02
-8.44673306e-02 -3.78918973e-02 -1.29873044e-01 1.46628689e-01
-6.68472958e-02 -5.97281885e-02]
[ 1.53520673e-01 -1.14748628e-01 -1.37612386e-01 3.40944216e-04
1.32499057e-01 -6.06469403e-02 -6.93416029e-02 -1.45921352e-01
1.32825114e-01 -8.98403158e-02]
[ -1.41540451e-01 1.40898813e-01 2.42673780e-01 -5.56103518e-02
2.45137873e-01 1.11033740e-01 1.07207858e-02 -2.93253726e-01
-1.48109531e-01 -8.94284318e-02]
[ -3.27146496e-01 2.13945207e-01 2.46164148e-02 5.91635772e-03
-3.97467705e-02 -1.86764583e-01 -1.69647084e-01 2.32512674e-01
-7.52893049e-02 1.34658577e-01]
[ 1.38986437e-01 1.21280790e-01 -2.46272486e-01 -1.09586296e-01
1.09818719e-01 -2.79696001e-01 1.87268842e-03 -1.64552450e-01
-1.74475367e-02 -2.00974462e-01]
[ 2.23606944e-01 -7.79950788e-02 6.99963220e-02 -5.31990540e-03
-7.91882752e-02 -3.99787718e-02 -9.25803281e-02 -1.38977096e-01
1.19000641e-01 -1.47465609e-01]
[ -1.02841942e-01 6.22861542e-03 1.19961928e-01 1.16193248e-01
-6.58390263e-02 -1.09226873e-01 2.13243694e-01 -7.45159123e-02
1.87980846e-01 3.40679469e-03]
[ 2.24709161e-02 -8.11431819e-02 2.17371435e-01 -2.20215010e-01
4.65658086e-02 1.09282884e-01 -4.40907687e-02 -1.10665690e-01
3.28990164e-02 2.69312838e-01]]
[[ 0.19335534]
[ 0.63047389]
[ 0.1651912 ]
[ 0.19077047]
[-1.01370599]
[-0.22485726]
[-0.73979641]
[-0.0960754 ]
[ 0.0955049 ]
[ 0.38798379]]
Progress: 2.8% ... Training loss: 0.659 ... Validation loss: 1.167[[ 9.35993201e-02 1.91444457e-01 -1.59857916e-01 3.28086876e-02
-5.48548745e-01 -1.09718004e-02 -4.51466611e-02 1.42297565e-01
-1.52214037e-01 1.31963383e-01]
[ 2.14482028e-02 1.97023817e-01 -1.65314621e-02 4.74177556e-02
6.93055114e-02 -8.94477505e-03 2.74717661e-01 4.13880431e-02
1.44259353e-01 -1.73469613e-02]
[ 2.23555591e-01 4.67804635e-01 4.23819145e-02 1.97026231e-01
-2.72281438e-01 -8.98371980e-02 -6.70605372e-01 -3.01204850e-02
1.52567904e-01 4.47427258e-01]
[ -5.73005957e-02 -4.33950653e-01 -2.58725965e-01 -6.55095280e-02
4.54221878e-01 1.93910911e-01 3.15248103e-01 5.52305202e-02
-2.33174853e-02 -3.25501751e-02]
[ -7.53481869e-04 2.36165612e-01 -1.47823511e-01 5.22168645e-02
4.96912291e-02 -1.78705098e-01 -5.18369974e-02 -1.19492703e-01
-2.04436998e-01 7.89340220e-02]
[ -3.64416927e-01 -2.76111930e-01 -2.96004417e-01 1.14028207e-01
2.06347240e-01 7.34772032e-02 3.90009500e-03 -2.96909350e-02
-3.37739958e-02 9.90374954e-03]
[ 4.66743183e-03 -7.44177314e-02 1.60389241e-02 1.18201615e-01
-2.58988064e-01 -7.90945404e-02 1.00431550e-01 -1.87642833e-01
1.89554418e-01 7.56017018e-02]
[ 1.38779572e-01 -7.63265432e-02 4.64911702e-02 -3.63375321e-02
1.36616299e-03 -6.09256338e-02 -1.26976299e-01 1.21086954e-01
8.19099790e-02 4.50555205e-02]
[ -1.57258437e-01 -1.90773734e-02 -3.04522701e-01 1.15633400e-03
-1.15458583e-01 7.06855401e-02 -2.91097899e-01 -2.19128993e-02
2.79585113e-01 -9.71335650e-02]
[ 4.15018342e-02 -1.43299538e-01 8.00592584e-02 5.08775311e-03
3.96367444e-02 -8.60863503e-02 -8.22561697e-02 -9.21974823e-02
-4.01757053e-02 1.58680885e-01]
[ -7.98845844e-02 1.33712232e-01 -5.58996955e-03 -1.62185600e-01
-1.38296728e-02 3.70124918e-02 5.64354822e-02 -9.59376517e-02
-2.33002650e-02 -1.27659673e-01]
[ -4.74760478e-02 1.56825754e-01 -4.05175967e-02 6.90282942e-02
7.88066014e-02 6.68515866e-02 -1.96833885e-01 -1.61651022e-02
-1.07693604e-01 -1.07998485e-01]
[ -1.55526240e-01 7.44339350e-03 6.26751934e-02 2.38845963e-02
-1.77575545e-01 -2.20528165e-01 -1.82166703e-01 -1.96911553e-01
8.88657078e-02 1.76541033e-01]
[ -2.05354052e-01 -8.94975667e-02 1.23548067e-01 2.78076588e-01
-1.65662951e-01 -8.42452042e-02 -1.63677281e-01 -2.53765847e-01
-2.02304391e-01 2.34574337e-02]
[ 1.06650859e-01 -4.08690786e-02 -2.36664180e-02 9.71948124e-02
2.16680248e-02 -7.05486433e-02 1.07590406e-01 6.20843492e-03
1.44268395e-02 6.43904425e-03]
[ 8.71229379e-03 -9.44362796e-02 -2.25486107e-01 1.10240710e-01
3.57513750e-02 1.11452348e-01 -2.20677980e-02 -1.59926365e-02
-1.25355574e-01 -4.41621234e-02]
[ -1.26077863e-01 -3.80226516e-02 -2.05004586e-01 1.52282408e-01
-6.95890326e-02 1.35025609e-01 1.65016997e-03 -2.50744118e-01
6.04308208e-02 -2.01105085e-01]
[ -7.90413170e-02 -4.73062297e-02 2.71898834e-01 9.16772913e-02
1.17959207e-01 -5.59727606e-02 -1.28308390e-01 1.23420486e-01
6.21372784e-02 2.76884209e-02]
[ 9.02087325e-02 1.34422656e-01 1.10614216e-01 1.43745482e-01
-1.53434714e-01 -5.28171061e-02 1.12496499e-01 1.14907730e-01
-1.77778297e-03 1.01642800e-02]
[ 2.63560669e-02 -7.37276768e-02 -2.76263983e-01 -1.97544862e-02
1.31011928e-01 -1.09665328e-01 9.40048041e-02 1.60375837e-01
1.23588416e-01 9.24760117e-03]
[ 5.49485408e-02 5.52141075e-02 -1.18848811e-01 4.34617800e-02
-1.28668315e-01 3.26555136e-01 2.08111035e-01 2.06066005e-01
-1.69029034e-01 -4.19899234e-02]
[ -3.09364801e-03 -4.26143004e-02 1.12531745e-01 9.54015076e-02
5.73444913e-03 1.21050875e-01 -2.08376071e-01 -3.45232284e-02
1.99487194e-01 7.53872187e-02]
[ 9.70288148e-02 5.44794322e-02 -5.71512688e-02 -1.18719260e-01
-7.27306760e-02 -3.20252977e-01 1.29594043e-01 1.12319987e-02
1.33211967e-01 7.28629815e-02]
[ -9.77939434e-02 2.37595942e-02 -1.47278511e-02 2.31800735e-02
1.31560807e-02 -2.01959314e-01 -9.13645017e-02 -1.92022625e-02
1.47963550e-02 1.30671038e-01]
[ -1.30826163e-01 -1.35251530e-02 -1.91335297e-01 1.48370180e-02
-3.04748889e-01 -9.26821856e-03 -5.73086379e-02 -2.13966772e-02
1.85869906e-02 8.43956279e-02]
[ 6.47486196e-02 2.16251071e-01 -2.25784164e-02 2.17137926e-03
7.88784616e-02 2.12375627e-01 2.25436785e-01 1.07244780e-01
-8.63864662e-02 -2.13183646e-01]
[ 9.69088304e-02 -1.32235416e-02 3.28614219e-02 8.24678236e-02
1.22724610e-01 2.49031675e-02 1.23607820e-01 8.44840167e-02
1.41211446e-01 -1.88250354e-01]
[ 1.10525581e-01 -1.00890887e-01 1.24886872e-02 2.77284959e-02
2.03810347e-01 -4.41063835e-02 1.29235886e-01 4.13203470e-02
-2.63244682e-01 -4.93388514e-02]
[ -4.13077934e-02 -2.10284265e-01 5.96902933e-02 -3.03746879e-02
1.77118083e-01 -1.72698140e-01 1.98281684e-01 -8.97132402e-02
5.77758899e-02 2.72874572e-01]
[ -1.75256261e-01 -4.20285031e-02 1.16211489e-01 1.00066515e-01
4.24525870e-01 6.87925145e-02 3.48059506e-02 4.04023479e-02
1.83530365e-02 4.17251140e-02]
[ -4.65277441e-02 1.59218250e-01 3.31981947e-01 -3.29820750e-02
-5.21174411e-02 -1.42605724e-01 1.91921509e-01 5.93866290e-03
-1.00836091e-01 2.09525236e-01]
[ -4.68759552e-02 2.04583846e-02 -1.38452395e-01 9.08963796e-03
1.17241941e-01 -2.77590029e-01 -8.11573342e-02 1.67450200e-01
7.10263798e-02 6.50423790e-03]
[ 6.49113047e-02 9.31717215e-02 1.35575025e-01 -1.57128409e-01
1.66608965e-01 8.88306555e-02 1.75018259e-02 2.91638301e-01
2.70289729e-02 8.60463433e-02]
[ 2.14201665e-01 -6.96272314e-02 -1.59562396e-01 1.37896312e-01
-3.55625010e-01 -1.89992379e-01 -4.40517270e-02 1.93515969e-01
2.52390496e-01 -2.70246801e-01]
[ 3.55638290e-02 1.09903305e-01 2.44297766e-01 2.35064140e-01
7.96748037e-03 -1.81961784e-01 -1.26959798e-01 -1.29078226e-01
-1.49988276e-01 -3.05813203e-01]
[ 5.57263557e-02 3.65837191e-02 -1.00048738e-01 -9.40259417e-03
1.03201755e-01 2.20300970e-02 -9.70089129e-02 -1.85454895e-01
6.82424261e-02 2.57249268e-01]
[ -9.72196442e-03 -8.09769925e-02 -6.97242410e-02 -6.53169686e-02
3.54636112e-02 -1.67992971e-01 1.19238572e-01 9.54487660e-03
2.66089339e-02 -4.34461052e-03]
[ 4.15937308e-04 -1.97999761e-02 2.31114909e-01 3.46547595e-02
-9.78530004e-02 -1.14003910e-01 2.07844537e-01 4.11050789e-02
-2.15721759e-01 6.98700606e-02]
[ 3.73354629e-02 -6.74587263e-02 9.23000240e-02 -4.14846023e-02
-8.56591379e-02 9.05183433e-02 1.73057380e-01 -2.71051420e-01
-5.42422823e-02 -1.37100856e-01]
[ -3.36906710e-02 1.67108797e-02 7.54838329e-02 -6.29800684e-02
7.05857484e-02 1.93774592e-01 1.66287386e-01 1.17227666e-01
-4.65805952e-02 1.48862884e-01]
[ 2.30737704e-01 7.46738838e-02 3.49784488e-02 9.48885291e-02
3.74096373e-03 -2.77432251e-02 -1.75747522e-01 1.46994984e-01
-4.37808748e-02 1.21184855e-03]
[ -4.40984526e-02 -2.54425003e-01 -2.89306382e-02 -7.95435650e-02
-2.58823094e-02 -6.65903818e-02 3.77697129e-02 4.61394412e-02
3.26998279e-02 6.76622501e-02]
[ -1.79320388e-01 7.98187422e-02 -1.34303074e-03 1.18745801e-01
-2.02418108e-01 -1.70416176e-01 -1.39162293e-01 -5.80567829e-02
5.78059119e-02 7.20318078e-03]
[ -1.32107376e-02 8.10080770e-02 -4.76905843e-02 1.57269844e-01
1.19069362e-02 5.17224660e-02 5.01295839e-02 1.66491593e-01
-1.08949916e-03 2.14748444e-01]
[ 1.79660243e-01 7.34729047e-02 1.97918079e-01 2.27986899e-02
4.75668494e-03 1.43138930e-01 4.08750422e-02 1.70181380e-01
1.48889329e-01 -6.11439578e-02]
[ -1.09878669e-01 1.14230518e-01 2.21718408e-01 -3.78863430e-02
1.45465404e-01 1.57185012e-01 1.75698540e-02 -1.23881869e-02
-7.39014630e-02 -8.15868098e-03]
[ -1.03437724e-01 -2.39802258e-02 2.19740338e-02 8.03604024e-02
-1.05697213e-02 1.21792496e-01 2.77550502e-01 2.07554605e-02
-2.84714438e-01 -1.04836247e-01]
[ -1.70568596e-01 1.21619744e-01 -6.63506238e-02 -2.77708407e-01
-4.70505220e-02 8.71865398e-02 -4.93139988e-02 1.00135475e-01
-1.59776324e-01 1.09217752e-01]
[ 1.06659697e-01 -8.59281654e-02 -7.39129912e-02 -2.87294634e-02
-8.24129511e-02 -3.74140302e-02 -1.28481593e-01 1.46828098e-01
-6.70527090e-02 -6.05455802e-02]
[ 1.53556196e-01 -1.14792909e-01 -1.37572807e-01 3.53151353e-04
1.32813062e-01 -6.06594854e-02 -6.88838609e-02 -1.45933140e-01
1.32845441e-01 -8.98443271e-02]
[ -1.41748193e-01 1.40268924e-01 2.42483876e-01 -5.58312847e-02
2.46226535e-01 1.11286706e-01 1.15374636e-02 -2.93153100e-01
-1.48213304e-01 -8.98748012e-02]
[ -3.26840307e-01 2.14598350e-01 2.48703322e-02 6.19720208e-03
-4.07905685e-02 -1.87130904e-01 -1.70452398e-01 2.32369695e-01
-7.51330118e-02 1.35197699e-01]
[ 1.39360489e-01 1.22483204e-01 -2.45957526e-01 -1.09217019e-01
1.08133676e-01 -2.80143784e-01 4.82797271e-04 -1.64756225e-01
-1.72575932e-02 -2.00318573e-01]
[ 2.23565381e-01 -7.81914661e-02 6.99306581e-02 -5.39290327e-03
-7.87033397e-02 -3.99138260e-02 -9.23143575e-02 -1.38945844e-01
1.18965436e-01 -1.47592772e-01]
[ -1.02173202e-01 7.94565775e-03 1.20528423e-01 1.16806720e-01
-6.79933167e-02 -1.09978293e-01 2.11183006e-01 -7.48403182e-02
1.88302084e-01 4.67222823e-03]
[ 2.26358835e-02 -8.07967478e-02 2.17521288e-01 -2.20039191e-01
4.61153677e-02 1.09074959e-01 -4.44617927e-02 -1.10752618e-01
3.29817586e-02 2.69551318e-01]]
[[ 0.20551196]
[ 0.65374993]
[ 0.17898272]
[ 0.20823726]
[-1.01372807]
[-0.21391719]
[-0.73660021]
[-0.08337036]
[ 0.11040837]
[ 0.40616785]]
Progress: 2.9% ... Training loss: 0.648 ... Validation loss: 1.111[[ 9.31725249e-02 1.89539404e-01 -1.60311678e-01 3.24581204e-02
-5.46594856e-01 -1.06021402e-02 -4.33531910e-02 1.42413407e-01
-1.52411510e-01 1.31258624e-01]
[ 2.14482028e-02 1.97023817e-01 -1.65314621e-02 4.74177556e-02
6.93055114e-02 -8.94477505e-03 2.74717661e-01 4.13880431e-02
1.44259353e-01 -1.73469613e-02]
[ 2.23322015e-01 4.67322356e-01 4.23215226e-02 1.96892485e-01
-2.70593286e-01 -8.97100440e-02 -6.69820327e-01 -3.00460545e-02
1.52448204e-01 4.47321098e-01]
[ -5.58126628e-02 -4.29456045e-01 -2.57525677e-01 -6.40927029e-02
4.46423172e-01 1.92548633e-01 3.09540029e-01 5.46797509e-02
-2.25871742e-02 -2.95887122e-02]
[ -2.19230107e-03 2.31926089e-01 -1.48973626e-01 5.07221373e-02
5.73059968e-02 -1.77260738e-01 -4.66797142e-02 -1.18913529e-01
-2.05175747e-01 7.60130493e-02]
[ -3.64386623e-01 -2.76517126e-01 -2.96154047e-01 1.14003397e-01
2.06349298e-01 7.34739161e-02 3.89019746e-03 -2.96854095e-02
-3.37786591e-02 9.78415608e-03]
[ 4.31121521e-03 -7.53831539e-02 1.57317715e-02 1.17850080e-01
-2.57800819e-01 -7.87656119e-02 1.01630895e-01 -1.87512688e-01
1.89361925e-01 7.50032163e-02]
[ 1.37977949e-01 -7.89149185e-02 4.57927639e-02 -3.71505114e-02
5.89488034e-03 -6.01225490e-02 -1.23953034e-01 1.21408066e-01
8.14653542e-02 4.35086993e-02]
[ -1.56987732e-01 -1.81766968e-02 -3.04314167e-01 1.44119043e-03
-1.16699078e-01 7.03816464e-02 -2.92133093e-01 -2.20265370e-02
2.79723273e-01 -9.66248782e-02]
[ 4.06071942e-02 -1.46436126e-01 7.91542344e-02 4.23117360e-03
4.39796757e-02 -8.52906720e-02 -7.90146612e-02 -9.18662696e-02
-4.06467977e-02 1.57002719e-01]
[ -7.98206614e-02 1.33941628e-01 -5.60785131e-03 -1.62191707e-01
-1.39243606e-02 3.69931153e-02 5.62268679e-02 -9.59343856e-02
-2.33091692e-02 -1.27651199e-01]
[ -4.75021609e-02 1.56674628e-01 -4.05413460e-02 6.89865136e-02
7.90358830e-02 6.69001173e-02 -1.96689260e-01 -1.61564352e-02
-1.07717229e-01 -1.08085006e-01]
[ -1.55526240e-01 7.44339350e-03 6.26751934e-02 2.38845963e-02
-1.77575545e-01 -2.20528165e-01 -1.82166703e-01 -1.96911553e-01
8.88657078e-02 1.76541033e-01]
[ -2.05355556e-01 -8.94752041e-02 1.23538190e-01 2.78060714e-01
-1.65631400e-01 -8.42296123e-02 -1.63768694e-01 -2.53762009e-01
-2.02311418e-01 2.34704277e-02]
[ 1.06274586e-01 -4.21423305e-02 -2.39989021e-02 9.68048028e-02
2.35373670e-02 -7.01911967e-02 1.08963463e-01 6.36089680e-03
1.42297578e-02 5.65537366e-03]
[ 8.82640890e-03 -9.43669827e-02 -2.25546297e-01 1.10335700e-01
3.48195175e-02 1.11333650e-01 -2.24304888e-02 -1.60331628e-02
-1.25311316e-01 -4.40371331e-02]
[ -1.26517549e-01 -3.93219849e-02 -2.05384188e-01 1.51847492e-01
-6.77673879e-02 1.35467133e-01 3.07945598e-03 -2.50569975e-01
6.01975286e-02 -2.01944015e-01]
[ -7.86461941e-02 -4.60009152e-02 2.72237914e-01 9.20677284e-02
1.15959724e-01 -5.63637928e-02 -1.29637334e-01 1.23263426e-01
6.23350509e-02 2.85002020e-02]
[ 9.01704450e-02 1.34137134e-01 1.10627687e-01 1.43747542e-01
-1.52844381e-01 -5.27954772e-02 1.12764611e-01 1.14899400e-01
-1.76508105e-03 1.01550725e-02]
[ 2.57974012e-02 -7.54631235e-02 -2.76802845e-01 -2.03754847e-02
1.33957651e-01 -1.09105705e-01 9.55864957e-02 1.60627098e-01
1.23249474e-01 8.16054091e-03]
[ 5.44337144e-02 5.36017324e-02 -1.19304356e-01 4.29284998e-02
-1.26286794e-01 3.27107073e-01 2.09902724e-01 2.06276040e-01
-1.69313988e-01 -4.29511629e-02]
[ -2.86728754e-03 -4.19098483e-02 1.12758986e-01 9.56736632e-02
4.97524925e-03 1.20786252e-01 -2.08720836e-01 -3.46336885e-02
1.99628468e-01 7.57858372e-02]
[ 9.74643884e-02 5.58588226e-02 -5.68104760e-02 -1.18278288e-01
-7.47007117e-02 -3.20703299e-01 1.28123785e-01 1.10552984e-02
1.33429823e-01 7.36514484e-02]
[ -9.78195990e-02 2.36860812e-02 -1.47485519e-02 2.31598562e-02
1.32543479e-02 -2.01951611e-01 -9.13385391e-02 -1.91949375e-02
1.47863068e-02 1.30629330e-01]
[ -1.30899266e-01 -1.37848448e-02 -1.91405277e-01 1.47472311e-02
-3.04349169e-01 -9.17416500e-03 -5.70028467e-02 -2.13595187e-02
1.85408509e-02 8.42243797e-02]
[ 6.44040574e-02 2.15142152e-01 -2.28968748e-02 1.79707824e-03
8.06092194e-02 2.12755081e-01 2.26665917e-01 1.07394379e-01
-8.65830042e-02 -2.13881237e-01]
[ 9.67537032e-02 -1.37209144e-02 3.27220069e-02 8.23004883e-02
1.23519653e-01 2.50768363e-02 1.24166809e-01 8.45495846e-02
1.41124689e-01 -1.88570902e-01]
[ 1.10103024e-01 -1.02185745e-01 1.21023200e-02 2.72665087e-02
2.06005022e-01 -4.36705419e-02 1.30586433e-01 4.14995738e-02
-2.63490775e-01 -5.01377457e-02]
[ -4.19388773e-02 -2.12166387e-01 5.91360427e-02 -3.10158609e-02
1.79598388e-01 -1.72069657e-01 2.00405079e-01 -8.94693082e-02
5.74323499e-02 2.71653105e-01]
[ -1.75901254e-01 -4.39793630e-02 1.15624430e-01 9.93985760e-02
4.27518701e-01 6.94696386e-02 3.68440852e-02 4.06735636e-02
1.79911580e-02 4.05120980e-02]
[ -4.69709675e-02 1.57795974e-01 3.31593843e-01 -3.34464800e-02
-4.99643359e-02 -1.42144004e-01 1.93515222e-01 6.12472430e-03
-1.01081319e-01 2.08716170e-01]
[ -4.70396654e-02 1.99629023e-02 -1.38590535e-01 8.92023539e-03
1.18062474e-01 -2.77421510e-01 -8.05651405e-02 1.67518638e-01
7.09428270e-02 6.17301105e-03]
[ 6.48572237e-02 9.30140108e-02 1.35533466e-01 -1.57175670e-01
1.66861613e-01 8.88769322e-02 1.76742036e-02 2.91656917e-01
2.69992921e-02 8.59528486e-02]
[ 2.15242740e-01 -6.67657439e-02 -1.58838402e-01 1.38939563e-01
-3.60664003e-01 -1.91044694e-01 -4.76438483e-02 1.93106041e-01
2.52927555e-01 -2.68364173e-01]
[ 3.57397146e-02 1.10461291e-01 2.44458238e-01 2.35247955e-01
7.07976423e-03 -1.82158403e-01 -1.27660174e-01 -1.29149129e-01
-1.49898514e-01 -3.05463737e-01]
[ 5.56695109e-02 3.63908571e-02 -1.00104633e-01 -9.46943402e-03
1.03458024e-01 2.20964165e-02 -9.68454804e-02 -1.85427990e-01
6.82082231e-02 2.57143114e-01]
[ -9.74625367e-03 -8.10357076e-02 -6.97538783e-02 -6.53461066e-02
3.55623353e-02 -1.67977219e-01 1.19378679e-01 9.55578861e-03
2.65930700e-02 -4.40975296e-03]
[ 5.22637799e-04 -1.94857371e-02 2.31184489e-01 3.47535695e-02
-9.81851605e-02 -1.14114316e-01 2.07525889e-01 4.10669166e-02
-2.15669859e-01 7.00612665e-02]
[ 3.74795650e-02 -6.69991462e-02 9.24338586e-02 -4.13299241e-02
-8.62992702e-02 9.03441736e-02 1.72669042e-01 -2.71107165e-01
-5.41585759e-02 -1.36824552e-01]
[ -3.36277081e-02 1.69680916e-02 7.55293390e-02 -6.29162459e-02
7.05054787e-02 1.93699606e-01 1.66268421e-01 1.17199503e-01
-4.65490633e-02 1.48924852e-01]
[ 2.30576554e-01 7.42025994e-02 3.48175021e-02 9.47060009e-02
4.51991052e-03 -2.75716011e-02 -1.75324457e-01 1.47072010e-01
-4.38810330e-02 8.79033519e-04]
[ -4.35595026e-02 -2.52741181e-01 -2.84409014e-02 -7.89613337e-02
-2.83081473e-02 -6.71658073e-02 3.61294859e-02 4.59032271e-02
3.30046477e-02 6.86958232e-02]
[ -1.79212250e-01 8.01792538e-02 -1.24031531e-03 1.18850415e-01
-2.02971304e-01 -1.70516129e-01 -1.39540695e-01 -5.81052322e-02
5.78594042e-02 7.40653149e-03]
[ -1.31230234e-02 8.13462323e-02 -4.75977650e-02 1.57378657e-01
1.13377247e-02 5.16112695e-02 4.97443679e-02 1.66448998e-01
-1.03019065e-03 2.14958446e-01]
[ 1.80018608e-01 7.43075217e-02 1.98282337e-01 2.32132844e-02
3.51180696e-03 1.42747927e-01 3.97915773e-02 1.70003494e-01
1.49120292e-01 -6.03913084e-02]
[ -1.09889271e-01 1.14194632e-01 2.21713405e-01 -3.78940321e-02
1.45509454e-01 1.57192837e-01 1.75909056e-02 -1.23849903e-02
-7.39044758e-02 -8.17089035e-03]
[ -1.03460083e-01 -2.40385911e-02 2.19553583e-02 8.03406758e-02
-1.05301268e-02 1.21814550e-01 2.77600047e-01 2.07627490e-02
-2.84725439e-01 -1.04869250e-01]
[ -1.70620058e-01 1.21459333e-01 -6.63982709e-02 -2.77763828e-01
-4.67839563e-02 8.72428459e-02 -4.91300516e-02 1.00157513e-01
-1.59805158e-01 1.09111637e-01]
[ 1.06365019e-01 -8.68669692e-02 -7.41714035e-02 -2.90334126e-02
-8.10670802e-02 -3.71140928e-02 -1.27437947e-01 1.46949268e-01
-6.72125309e-02 -6.11221984e-02]
[ 1.53800248e-01 -1.13964625e-01 -1.37326642e-01 6.31327378e-04
1.31683248e-01 -6.09490453e-02 -6.91996273e-02 -1.46046963e-01
1.32992603e-01 -8.94595553e-02]
[ -1.41865190e-01 1.39935655e-01 2.42369368e-01 -5.59641732e-02
2.46803120e-01 1.11420317e-01 1.19552639e-02 -2.93105223e-01
-1.48281916e-01 -9.01405847e-02]
[ -3.27371714e-01 2.13025033e-01 2.43822737e-02 5.66410302e-03
-3.85084242e-02 -1.86608683e-01 -1.68807535e-01 2.32583198e-01
-7.54287238e-02 1.34295325e-01]
[ 1.39667231e-01 1.22946017e-01 -2.45833585e-01 -1.08918120e-01
1.06931692e-01 -2.80492258e-01 -5.56945760e-04 -1.64884727e-01
-1.71015580e-02 -1.99818109e-01]
[ 2.23557076e-01 -7.82554879e-02 6.99006868e-02 -5.41626549e-03
-7.86182966e-02 -3.99165444e-02 -9.24732811e-02 -1.38937469e-01
1.18953685e-01 -1.47577143e-01]
[ -1.02494691e-01 7.01533714e-03 1.20229298e-01 1.16460330e-01
-6.65168946e-02 -1.09629401e-01 2.12149929e-01 -7.46975677e-02
1.88107291e-01 4.07722658e-03]
[ 2.22064568e-02 -8.22452345e-02 2.17136190e-01 -2.20484994e-01
4.85044971e-02 1.09535821e-01 -4.27994267e-02 -1.10579653e-01
3.27458088e-02 2.68657400e-01]]
[[ 0.19780977]
[ 0.63979754]
[ 0.16858403]
[ 0.1985877 ]
[-1.02218549]
[-0.22109311]
[-0.74424047]
[-0.09121498]
[ 0.1056391 ]
[ 0.39219621]]
Progress: 2.9% ... Training loss: 0.652 ... Validation loss: 1.144[[ 9.40125794e-02 1.90692500e-01 -1.59699800e-01 3.31681701e-02
-5.48442633e-01 -1.12629510e-02 -4.51000658e-02 1.42093257e-01
-1.51983115e-01 1.32632223e-01]
[ 2.15142713e-02 1.97310533e-01 -1.64662509e-02 4.74939355e-02
6.88708194e-02 -9.03144794e-03 2.74472234e-01 4.13555229e-02
1.44298251e-01 -1.71909263e-02]
[ 2.23452579e-01 4.66394519e-01 4.25120629e-02 1.96859465e-01
-2.68992207e-01 -8.95149614e-02 -6.69102812e-01 -3.00254586e-02
1.52461840e-01 4.47518075e-01]
[ -5.64529967e-02 -4.30210710e-01 -2.58132506e-01 -6.45738444e-02
4.46498850e-01 1.92994769e-01 3.10565594e-01 5.49236360e-02
-2.29201567e-02 -3.04119020e-02]
[ -1.13184836e-03 2.33730188e-01 -1.48156777e-01 5.16233544e-02
5.50908697e-02 -1.78177119e-01 -4.83364724e-02 -1.19367540e-01
-2.04599778e-01 7.74251513e-02]
[ -3.63880812e-01 -2.75074169e-01 -2.95763474e-01 1.14551560e-01
2.03646956e-01 7.28838834e-02 2.20931205e-03 -2.99388540e-02
-3.34785194e-02 1.07741584e-02]
[ 4.61316172e-03 -7.50802544e-02 1.60106011e-02 1.18078195e-01
-2.57765588e-01 -7.89402794e-02 1.00997552e-01 -1.87619722e-01
1.89532847e-01 7.56128429e-02]
[ 1.38052946e-01 -7.93741249e-02 4.58397557e-02 -3.71525135e-02
6.23082270e-03 -6.00371822e-02 -1.23514220e-01 1.21401630e-01
8.14643564e-02 4.34723434e-02]
[ -1.56592316e-01 -1.69850190e-02 -3.03998897e-01 1.83106990e-03
-1.18580031e-01 6.99565500e-02 -2.93627831e-01 -2.22006178e-02
2.79932279e-01 -9.59266337e-02]
[ 4.15410911e-02 -1.44809941e-01 7.99195703e-02 5.01607323e-03
4.15127151e-02 -8.60177026e-02 -8.13388371e-02 -9.22379466e-02
-4.01731217e-02 1.58616847e-01]
[ -7.96030516e-02 1.34443122e-01 -5.44236050e-03 -1.61948535e-01
-1.49881490e-02 3.67622484e-02 5.56484637e-02 -9.60451084e-02
-2.31775503e-02 -1.27236043e-01]
[ -4.73754975e-02 1.57025276e-01 -4.04405083e-02 6.91225962e-02
7.83545113e-02 6.67535851e-02 -1.97156833e-01 -1.62150313e-02
-1.07643454e-01 -1.07852772e-01]
[ -1.55526240e-01 7.44339350e-03 6.26751934e-02 2.38845963e-02
-1.77575545e-01 -2.20528165e-01 -1.82166703e-01 -1.96911553e-01
8.88657078e-02 1.76541033e-01]
[ -2.05311036e-01 -8.93609458e-02 1.23591617e-01 2.78124931e-01
-1.65935684e-01 -8.42966313e-02 -1.63886158e-01 -2.53793605e-01
-2.02274983e-01 2.35282244e-02]
[ 1.06497795e-01 -4.14621489e-02 -2.38403812e-02 9.70315069e-02
2.24083501e-02 -7.04421886e-02 1.08248714e-01 6.25511995e-03
1.43552606e-02 6.09154494e-03]
[ 8.96204334e-03 -9.40354362e-02 -2.25459270e-01 1.10481238e-01
3.40926725e-02 1.11184792e-01 -2.29356125e-02 -1.61016065e-02
-1.25230953e-01 -4.37526003e-02]
[ -1.25802489e-01 -3.75454029e-02 -2.04788842e-01 1.52500879e-01
-6.99818539e-02 1.34784636e-01 9.69825163e-04 -2.50867555e-01
6.05806977e-02 -2.00594805e-01]
[ -7.88245078e-02 -4.66001910e-02 2.72107171e-01 9.18852611e-02
1.16696454e-01 -5.61617175e-02 -1.29135607e-01 1.23350891e-01
6.22425065e-02 2.82350335e-02]
[ 8.98284434e-02 1.32927836e-01 1.10354583e-01 1.43389632e-01
-1.50841152e-01 -5.23760663e-02 1.14134490e-01 1.15057512e-01
-1.94852216e-03 9.54725572e-03]
[ 2.58392352e-02 -7.54602642e-02 -2.76791600e-01 -2.03557111e-02
1.33707079e-01 -1.09087279e-01 9.56153371e-02 1.60612645e-01
1.23263666e-01 8.17128227e-03]
[ 5.48755711e-02 5.43812265e-02 -1.18913453e-01 4.33375922e-02
-1.27682137e-01 3.26707707e-01 2.08856396e-01 2.06087860e-01
-1.69098201e-01 -4.22597633e-02]
[ -3.15611152e-03 -4.28099920e-02 1.12502075e-01 9.53724084e-02
6.42332230e-03 1.21123641e-01 -2.07704992e-01 -3.44980306e-02
1.99471252e-01 7.52076487e-02]
[ 9.76028366e-02 5.63182584e-02 -5.66960669e-02 -1.18142617e-01
-7.53927001e-02 -3.20864820e-01 1.27608860e-01 1.09936466e-02
1.33503276e-01 7.39100489e-02]
[ -9.76357853e-02 2.42634874e-02 -1.45933325e-02 2.33473547e-02
1.23470082e-02 -2.02147853e-01 -9.20095438e-02 -1.92759607e-02
1.48844320e-02 1.30988718e-01]
[ -1.30736332e-01 -1.33195630e-02 -1.91278950e-01 1.49111360e-02
-3.05129468e-01 -9.34940010e-03 -5.76100646e-02 -2.14330445e-02
1.86260960e-02 8.44892313e-02]
[ 6.42809333e-02 2.14708597e-01 -2.30135918e-02 1.65855158e-03
8.12522164e-02 2.12906465e-01 2.27153065e-01 1.07454991e-01
-8.66569882e-02 -2.14147725e-01]
[ 9.66477878e-02 -1.40685039e-02 3.26319268e-02 8.21923991e-02
1.24027278e-01 2.51959673e-02 1.24551916e-01 8.45971965e-02
1.41068933e-01 -1.88779340e-01]
[ 1.09716065e-01 -1.03494151e-01 1.17509183e-02 2.68549818e-02
2.07939124e-01 -4.32077291e-02 1.32023163e-01 4.16900531e-02
-2.63705453e-01 -5.09222477e-02]
[ -4.22038546e-02 -2.12962597e-01 5.89199033e-02 -3.12897144e-02
1.80978061e-01 -1.71770107e-01 2.01323291e-01 -8.93460667e-02
5.72895339e-02 2.71196264e-01]
[ -1.76077678e-01 -4.45145532e-02 1.15476535e-01 9.92197511e-02
4.28331927e-01 6.96672596e-02 3.74820789e-02 4.07544382e-02
1.78967337e-02 4.01670134e-02]
[ -4.73618210e-02 1.56510542e-01 3.31260165e-01 -3.38466931e-02
-4.80322600e-02 -1.41701756e-01 1.94946538e-01 6.31023657e-03
-1.01291821e-01 2.07983622e-01]
[ -4.71397378e-02 1.95450191e-02 -1.38680210e-01 8.81614621e-03
1.18691943e-01 -2.77308817e-01 -8.01584692e-02 1.67564771e-01
7.08871602e-02 5.97558658e-03]
[ 6.53396303e-02 9.45357408e-02 1.35939566e-01 -1.56669543e-01
1.64360565e-01 8.83427889e-02 1.58265485e-02 2.91436826e-01
2.72649022e-02 8.69508039e-02]
[ 2.15949106e-01 -6.46336935e-02 -1.58274578e-01 1.39644329e-01
-3.64119343e-01 -1.91787795e-01 -5.01389353e-02 1.92781901e-01
2.53297833e-01 -2.67045850e-01]
[ 3.58850354e-02 1.10926793e-01 2.44593265e-01 2.35408706e-01
6.31213514e-03 -1.82330158e-01 -1.28211643e-01 -1.29224355e-01
-1.49812183e-01 -3.05182160e-01]
[ 5.56117904e-02 3.61991565e-02 -1.00159020e-01 -9.52543476e-03
1.03743244e-01 2.21612938e-02 -9.66590036e-02 -1.85409147e-01
6.81817681e-02 2.57006798e-01]
[ -9.70040569e-03 -8.08824480e-02 -6.97133238e-02 -6.53012066e-02
3.53424415e-02 -1.68032692e-01 1.19188927e-01 9.53884425e-03
2.66187338e-02 -4.31923490e-03]
[ 6.79582665e-04 -1.90431789e-02 2.31313976e-01 3.49062172e-02
-9.89594277e-02 -1.14291639e-01 2.06939630e-01 4.09961584e-02
-2.15588016e-01 7.03735797e-02]
[ 3.74834210e-02 -6.69549224e-02 9.24370296e-02 -4.13239632e-02
-8.64978908e-02 9.03376073e-02 1.72633251e-01 -2.71112851e-01
-5.41551346e-02 -1.36824787e-01]
[ -3.36850940e-02 1.68280429e-02 7.55080881e-02 -6.29746331e-02
7.06039440e-02 1.93764911e-01 1.66325716e-01 1.17233483e-01
-4.65750186e-02 1.48866684e-01]
[ 2.30553248e-01 7.41384765e-02 3.47990271e-02 9.46838190e-02
4.62495577e-03 -2.75470780e-02 -1.75243962e-01 1.47082464e-01
-4.38926709e-02 8.33013649e-04]
[ -4.33674832e-02 -2.52111365e-01 -2.82756846e-02 -7.87649732e-02
-2.92425184e-02 -6.73712008e-02 3.54634778e-02 4.58137061e-02
3.31044999e-02 6.90695975e-02]
[ -1.77954779e-01 8.28644728e-02 -1.67795589e-04 1.20056747e-01
-2.06931495e-01 -1.71713268e-01 -1.42736556e-01 -5.86579871e-02
5.85379072e-02 9.58574327e-03]
[ -1.30194697e-02 8.16740705e-02 -4.75157590e-02 1.57476125e-01
1.08950784e-02 5.14952520e-02 4.94107774e-02 1.66404008e-01
-9.77356338e-04 2.15161599e-01]
[ 1.80435345e-01 7.56280896e-02 1.98643483e-01 2.36252230e-02
1.66874095e-03 1.42268497e-01 3.83053441e-02 1.69808648e-01
1.49341678e-01 -5.96099360e-02]
[ -1.09893721e-01 1.14172850e-01 2.21701786e-01 -3.79065685e-02
1.45570307e-01 1.57208088e-01 1.76416055e-02 -1.23807234e-02
-7.39096321e-02 -8.20319767e-03]
[ -1.03487766e-01 -2.41668131e-02 2.19277606e-02 8.03170794e-02
-1.04137917e-02 1.21848696e-01 2.77758187e-01 2.07719968e-02
-2.84731562e-01 -1.04925374e-01]
[ -1.70838770e-01 1.20774085e-01 -6.65865947e-02 -2.77990705e-01
-4.57770195e-02 8.74931117e-02 -4.84082972e-02 1.00260199e-01
-1.59924178e-01 1.08745707e-01]
[ 1.06070249e-01 -8.77560170e-02 -7.44315513e-02 -2.93418065e-02
-7.96941519e-02 -3.67719866e-02 -1.26378432e-01 1.47089286e-01
-6.73770295e-02 -6.17124540e-02]
[ 1.54086569e-01 -1.13099357e-01 -1.37084599e-01 9.02702516e-04
1.30278249e-01 -6.12520609e-02 -7.01898249e-02 -1.46162097e-01
1.33136530e-01 -8.89303459e-02]
[ -1.42267829e-01 1.38783366e-01 2.42038398e-01 -5.63717317e-02
2.48494173e-01 1.11892979e-01 1.33171604e-02 -2.92920860e-01
-1.48499326e-01 -9.09064770e-02]
[ -3.27124867e-01 2.13251179e-01 2.46261383e-02 5.88884238e-03
-3.89293345e-02 -1.86812209e-01 -1.69211951e-01 2.32464618e-01
-7.52817010e-02 1.34627429e-01]
[ 1.40609630e-01 1.25320506e-01 -2.45070162e-01 -1.08004612e-01
1.03326460e-01 -2.81413116e-01 -3.35988604e-03 -1.65289356e-01
-1.65944797e-02 -1.98051181e-01]
[ 2.23174766e-01 -7.95741856e-02 6.95492520e-02 -5.82595231e-03
-7.67541792e-02 -3.94487713e-02 -9.11635144e-02 -1.38754983e-01
1.18736892e-01 -1.48357072e-01]
[ -1.01882818e-01 8.89727420e-03 1.20730951e-01 1.17080771e-01
-6.94918182e-02 -1.10307262e-01 2.10054744e-01 -7.49826139e-02
1.88436270e-01 5.28206257e-03]
[ 2.21821358e-02 -8.26437607e-02 2.17099275e-01 -2.20533656e-01
4.91432691e-02 1.09596217e-01 -4.25485037e-02 -1.10564109e-01
3.27320734e-02 2.68631661e-01]]
[[ 0.20981815]
[ 0.65472252]
[ 0.17617183]
[ 0.21420211]
[-1.01465931]
[-0.21219022]
[-0.73340551]
[-0.07933058]
[ 0.11995267]
[ 0.4039884 ]]
Progress: 3.0% ... Training loss: 0.646 ... Validation loss: 1.099[[ 9.45284396e-02 1.91589280e-01 -1.59268221e-01 3.36896015e-02
-5.49115553e-01 -1.17740252e-02 -4.59032487e-02 1.41877604e-01
-1.51633994e-01 1.33353386e-01]
[ 2.14653715e-02 1.97030181e-01 -1.65318211e-02 4.74381822e-02
6.92587103e-02 -8.97375544e-03 2.74850200e-01 4.13724989e-02
1.44273879e-01 -1.73402529e-02]
[ 2.25653397e-01 4.72614543e-01 4.45202195e-02 1.99170415e-01
-2.78321748e-01 -9.17542164e-02 -6.76019281e-01 -3.08795746e-02
1.53716350e-01 4.51510929e-01]
[ -5.58001017e-02 -4.27847890e-01 -2.57608628e-01 -6.37799922e-02
4.42196192e-01 1.92228323e-01 3.07835790e-01 5.46727141e-02
-2.25507981e-02 -2.86126204e-02]
[ -1.52061729e-03 2.31940646e-01 -1.48467123e-01 5.12098872e-02
5.87349865e-02 -1.77758570e-01 -4.60706325e-02 -1.19255449e-01
-2.04698498e-01 7.62987315e-02]
[ -3.64618804e-01 -2.77281765e-01 -2.96410724e-01 1.13764556e-01
2.07216266e-01 7.36550049e-02 4.76264036e-03 -2.96631204e-02
-3.38834569e-02 9.30930671e-03]
[ 4.35328001e-03 -7.59331061e-02 1.58225893e-02 1.17803227e-01
-2.56387272e-01 -7.86415143e-02 1.01795505e-01 -1.87514539e-01
1.89383043e-01 7.50354995e-02]
[ 1.39267701e-01 -7.60684835e-02 4.68784492e-02 -3.59084526e-02
1.43943566e-03 -6.12674889e-02 -1.26826266e-01 1.20931912e-01
8.21675133e-02 4.55518258e-02]
[ -1.56119038e-01 -1.56012657e-02 -3.03600252e-01 2.31150090e-03
-1.20664213e-01 6.94945040e-02 -2.95217457e-01 -2.23734125e-02
2.80178401e-01 -9.50090210e-02]
[ 4.15627793e-02 -1.44918311e-01 7.99579831e-02 4.98631376e-03
4.25146995e-02 -8.59668699e-02 -8.08196253e-02 -9.22434860e-02
-4.01421729e-02 1.58314612e-01]
[ -7.87974796e-02 1.36448214e-01 -4.76926692e-03 -1.61137207e-01
-1.82601237e-02 3.59741938e-02 5.32707170e-02 -9.63460791e-02
-2.27486305e-02 -1.25753638e-01]
[ -4.75125986e-02 1.56757503e-01 -4.05499376e-02 6.90035483e-02
7.86965586e-02 6.68683408e-02 -1.96848689e-01 -1.61701176e-02
-1.07708784e-01 -1.08078042e-01]
[ -1.55526240e-01 7.44339350e-03 6.26751934e-02 2.38845963e-02
-1.77575545e-01 -2.20528165e-01 -1.82166703e-01 -1.96911553e-01
8.88657078e-02 1.76541033e-01]
[ -2.05642501e-01 -9.05323697e-02 1.23265631e-01 2.77748317e-01
-1.64103490e-01 -8.39333767e-02 -1.62561891e-01 -2.53665575e-01
-2.02453410e-01 2.28255508e-02]
[ 1.06279921e-01 -4.20259499e-02 -2.40211070e-02 9.68076795e-02
2.34327952e-02 -7.02255687e-02 1.08896787e-01 6.33087103e-03
1.42322360e-02 5.69362484e-03]
[ 8.77106265e-03 -9.45230798e-02 -2.25610481e-01 1.10287332e-01
3.47990855e-02 1.11383554e-01 -2.23603917e-02 -1.60265213e-02
-1.25336269e-01 -4.41483179e-02]
[ -1.25727162e-01 -3.74237741e-02 -2.04716875e-01 1.52580226e-01
-7.01074775e-02 1.34724724e-01 9.40894778e-04 -2.50890884e-01
6.06282933e-02 -2.00508230e-01]
[ -7.91678422e-02 -4.75496267e-02 2.71849467e-01 9.15524792e-02
1.18335834e-01 -5.58426219e-02 -1.28176011e-01 1.23477450e-01
6.20457381e-02 2.76562927e-02]
[ 8.97602983e-02 1.32733309e-01 1.10275918e-01 1.43270357e-01
-1.50677725e-01 -5.22547747e-02 1.14335684e-01 1.15099204e-01
-2.00717880e-03 9.27061815e-03]
[ 2.62605193e-02 -7.41482085e-02 -2.76423945e-01 -1.99122955e-02
1.31710737e-01 -1.09515784e-01 9.43388886e-02 1.60449504e-01
1.23493829e-01 8.93878735e-03]
[ 5.54443444e-02 5.57605948e-02 -1.18413202e-01 4.39280581e-02
-1.29467194e-01 3.26125493e-01 2.07294446e-01 2.05855869e-01
-1.68751531e-01 -4.13264431e-02]
[ -2.89239935e-03 -4.21479423e-02 1.12726163e-01 9.56406934e-02
5.31970604e-03 1.20856312e-01 -2.08358108e-01 -3.45999508e-02
1.99632658e-01 7.57282274e-02]
[ 9.80206856e-02 5.75078084e-02 -5.63368355e-02 -1.17715294e-01
-7.72552871e-02 -3.21265063e-01 1.26254638e-01 1.08388371e-02
1.33722716e-01 7.47075588e-02]
[ -9.77881768e-02 2.37748384e-02 -1.47235725e-02 2.31798489e-02
1.31455936e-02 -2.01999228e-01 -9.14604183e-02 -1.92142006e-02
1.47912033e-02 1.30692228e-01]
[ -1.30488928e-01 -1.24997879e-02 -1.91075533e-01 1.51787297e-02
-3.06348630e-01 -9.60131059e-03 -5.85432666e-02 -2.15283290e-02
1.87707792e-02 8.49868219e-02]
[ 6.38652338e-02 2.13499056e-01 -2.33685995e-02 1.21832844e-03
8.31729715e-02 2.13339650e-01 2.28595448e-01 1.07621046e-01
-8.69010224e-02 -2.14971312e-01]
[ 9.64619815e-02 -1.46025859e-02 3.24761825e-02 8.20104084e-02
1.24846508e-01 2.53788500e-02 1.25157760e-01 8.46643624e-02
1.40962158e-01 -1.89130488e-01]
[ 1.09502414e-01 -1.04126120e-01 1.15703086e-02 2.66363802e-02
2.08973742e-01 -4.29960350e-02 1.32777658e-01 4.17671638e-02
-2.63808809e-01 -5.13401600e-02]
[ -4.24459777e-02 -2.13661418e-01 5.87069090e-02 -3.15566348e-02
1.82230006e-01 -1.71517709e-01 2.02161309e-01 -8.92477270e-02
5.71408121e-02 2.70716200e-01]
[ -1.76242098e-01 -4.50324712e-02 1.15324335e-01 9.90385289e-02
4.29191662e-01 6.98494073e-02 3.80694042e-02 4.08204716e-02
1.78004779e-02 3.98196332e-02]
[ -4.76741136e-02 1.55542112e-01 3.31003173e-01 -3.41647011e-02
-4.65423238e-02 -1.41391993e-01 1.96013221e-01 6.42751245e-03
-1.01469331e-01 2.07396690e-01]
[ -4.73479939e-02 1.89130608e-02 -1.38857344e-01 8.60140340e-03
1.19683668e-01 -2.77098713e-01 -7.94960392e-02 1.67641900e-01
7.07769382e-02 5.62906464e-03]
[ 6.56437708e-02 9.55146041e-02 1.36214524e-01 -1.56329090e-01
1.62785991e-01 8.80062541e-02 1.47280209e-02 2.91317195e-01
2.74534741e-02 8.75713074e-02]
[ 2.15909891e-01 -6.47375609e-02 -1.58303515e-01 1.39603279e-01
-3.63941923e-01 -1.91746802e-01 -5.00217469e-02 1.92797744e-01
2.53276985e-01 -2.67131567e-01]
[ 3.56966423e-02 1.10398453e-01 2.44433452e-01 2.35214211e-01
7.14209109e-03 -1.82134903e-01 -1.27668521e-01 -1.29153127e-01
-1.49920293e-01 -3.05536016e-01]
[ 5.56721240e-02 3.63560194e-02 -1.00118733e-01 -9.47467379e-03
1.03479680e-01 2.21153104e-02 -9.68468761e-02 -1.85429777e-01
6.82085831e-02 2.57088328e-01]
[ -9.70217185e-03 -8.08944108e-02 -6.97109658e-02 -6.53004039e-02
3.53039339e-02 -1.68041082e-01 1.19148534e-01 9.54014845e-03
2.66185009e-02 -4.29166464e-03]
[ 5.49227397e-04 -1.92834010e-02 2.31223791e-01 3.47800696e-02
-9.86620344e-02 -1.14177597e-01 2.07102512e-01 4.10500480e-02
-2.15656287e-01 7.01649531e-02]
[ 3.73046609e-02 -6.73414717e-02 9.23149848e-02 -4.14801793e-02
-8.56851082e-02 9.04909383e-02 1.72960776e-01 -2.71059867e-01
-5.42425757e-02 -1.37138787e-01]
[ -3.37600380e-02 1.65257741e-02 7.54284872e-02 -6.30722855e-02
7.10808714e-02 1.93861532e-01 1.66654130e-01 1.17269372e-01
-4.66283774e-02 1.48682265e-01]
[ 2.30518632e-01 7.40654985e-02 3.47791680e-02 9.46506077e-02
4.73001768e-03 -2.75209739e-02 -1.75099431e-01 1.47092836e-01
-4.39088003e-02 7.78555467e-04]
[ -4.27479785e-02 -2.50433634e-01 -2.77465589e-02 -7.81273501e-02
-3.15882404e-02 -6.79726662e-02 3.38368541e-02 4.55778342e-02
3.34545953e-02 7.01498860e-02]
[ -1.76520746e-01 8.66550450e-02 1.04870488e-03 1.21500386e-01
-2.12793838e-01 -1.73103972e-01 -1.46801084e-01 -5.91984611e-02
5.93371425e-02 1.21298701e-02]
[ -1.27827528e-02 8.22348386e-02 -4.73217078e-02 1.57697241e-01
9.94055356e-03 5.12812902e-02 4.86830441e-02 1.66314388e-01
-8.41770086e-04 2.15534933e-01]
[ 1.80767373e-01 7.66470808e-02 1.98905703e-01 2.39673927e-02
2.05060715e-04 1.41925528e-01 3.71644457e-02 1.69679364e-01
1.49524771e-01 -5.89792430e-02]
[ -1.09792330e-01 1.14456094e-01 2.21777851e-01 -3.78130026e-02
1.45172837e-01 1.57116642e-01 1.73688054e-02 -1.24148661e-02
-7.38566258e-02 -8.03698261e-03]
[ -1.03346138e-01 -2.37196476e-02 2.20492802e-02 8.04781945e-02
-1.11944770e-02 1.21690648e-01 2.77258024e-01 2.07124881e-02
-2.84644651e-01 -1.04641594e-01]
[ -1.70941287e-01 1.20464798e-01 -6.66751558e-02 -2.78102013e-01
-4.53183606e-02 8.76056209e-02 -4.80444599e-02 1.00299287e-01
-1.59985829e-01 1.08537296e-01]
[ 1.06023447e-01 -8.78930733e-02 -7.44668767e-02 -2.93887422e-02
-7.94671673e-02 -3.67259812e-02 -1.26213961e-01 1.47107145e-01
-6.74028878e-02 -6.18025592e-02]
[ 1.54295392e-01 -1.12537638e-01 -1.36890159e-01 1.10716726e-03
1.29659762e-01 -6.14441632e-02 -7.05805727e-02 -1.46240643e-01
1.33267631e-01 -8.85804163e-02]
[ -1.42152994e-01 1.38979990e-01 2.42107695e-01 -5.62668406e-02
2.48209928e-01 1.11783390e-01 1.32851751e-02 -2.92972524e-01
-1.48435208e-01 -9.07545429e-02]
[ -3.27103523e-01 2.13401727e-01 2.46545439e-02 5.89145805e-03
-3.92160980e-02 -1.86836099e-01 -1.69519066e-01 2.32471752e-01
-7.52843635e-02 1.34664474e-01]
[ 1.40723593e-01 1.25764436e-01 -2.44967342e-01 -1.07894005e-01
1.02686546e-01 -2.81523638e-01 -3.74620635e-03 -1.65328347e-01
-1.65320729e-02 -1.97863495e-01]
[ 2.22519049e-01 -8.13455910e-02 6.89998481e-02 -6.50043529e-03
-7.39644931e-02 -3.87861471e-02 -8.91319910e-02 -1.38506880e-01
1.18362223e-01 -1.49613855e-01]
[ -1.01250527e-01 1.02554290e-02 1.21272743e-01 1.17723327e-01
-7.14525170e-02 -1.10901609e-01 2.08484525e-01 -7.52358314e-02
1.88788613e-01 6.31658597e-03]
[ 2.24367554e-02 -8.19543828e-02 2.17314001e-01 -2.20261789e-01
4.82157493e-02 1.09341577e-01 -4.34440306e-02 -1.10658523e-01
3.28939748e-02 2.69082226e-01]]
[[ 0.21871938]
[ 0.66556407]
[ 0.18075956]
[ 0.22050266]
[-1.0133685 ]
[-0.20611952]
[-0.7341429 ]
[-0.07089077]
[ 0.13088769]
[ 0.4159897 ]]
Progress: 3.0% ... Training loss: 0.645 ... Validation loss: 1.075[[ 9.40958044e-02 1.89708398e-01 -1.59691305e-01 3.31950351e-02
-5.46474033e-01 -1.12794141e-02 -4.32779181e-02 1.42019145e-01
-1.51905164e-01 1.32357741e-01]
[ 2.13547607e-02 1.96710891e-01 -1.66252080e-02 4.73248832e-02
6.97677146e-02 -8.86498283e-03 2.75198837e-01 4.14079038e-02
1.44208884e-01 -1.75485695e-02]
[ 2.26656132e-01 4.74985538e-01 4.53074872e-02 2.00075461e-01
-2.80963762e-01 -9.26300598e-02 -6.78266780e-01 -3.11724640e-02
1.54273404e-01 4.53188897e-01]
[ -5.70516588e-02 -4.30985691e-01 -2.58531457e-01 -6.50397250e-02
4.47050087e-01 1.93487641e-01 3.11337342e-01 5.50823893e-02
-2.33002930e-02 -3.07276496e-02]
[ -1.52566055e-03 2.31609307e-01 -1.48422420e-01 5.12127256e-02
5.83265746e-02 -1.77837926e-01 -4.60348687e-02 -1.19245633e-01
-2.04614586e-01 7.61481106e-02]
[ -3.64538114e-01 -2.77171436e-01 -2.96369504e-01 1.13852740e-01
2.06893269e-01 7.35703433e-02 4.60227450e-03 -2.96975515e-02
-3.38273954e-02 9.43180808e-03]
[ 3.86152187e-03 -7.72285474e-02 1.53673963e-02 1.17221470e-01
-2.54010472e-01 -7.81154371e-02 1.03870405e-01 -1.87342841e-01
1.89043985e-01 7.39089279e-02]
[ 1.38648857e-01 -7.84187958e-02 4.63418969e-02 -3.65896379e-02
4.96013411e-03 -6.06594454e-02 -1.24135873e-01 1.21132914e-01
8.17800095e-02 4.43614884e-02]
[ -1.56345488e-01 -1.62391401e-02 -3.03777035e-01 2.07680557e-03
-1.19611095e-01 6.97192156e-02 -2.94459752e-01 -2.22959144e-02
2.80042593e-01 -9.54592317e-02]
[ 4.11505092e-02 -1.46675914e-01 7.95079728e-02 4.42893038e-03
4.53523669e-02 -8.54963703e-02 -7.82480885e-02 -9.21002853e-02
-4.04557682e-02 1.57259042e-01]
[ -7.93860635e-02 1.34820386e-01 -5.24547120e-03 -1.61731760e-01
-1.56022645e-02 3.65307611e-02 5.52201184e-02 -9.61560259e-02
-2.30929242e-02 -1.26861984e-01]
[ -4.77681067e-02 1.55969634e-01 -4.07510320e-02 6.87460314e-02
7.98286509e-02 6.71154446e-02 -1.96006995e-01 -1.60876050e-02
-1.07857204e-01 -1.08558744e-01]
[ -1.55526240e-01 7.44339350e-03 6.26751934e-02 2.38845963e-02
-1.77575545e-01 -2.20528165e-01 -1.82166703e-01 -1.96911553e-01
8.88657078e-02 1.76541033e-01]
[ -2.05439254e-01 -9.00857601e-02 1.23397730e-01 2.77961507e-01
-1.65045868e-01 -8.41369400e-02 -1.63166734e-01 -2.53738198e-01
-2.02323525e-01 2.31701756e-02]
[ 1.06368612e-01 -4.17958985e-02 -2.39337244e-02 9.69079430e-02
2.30561587e-02 -7.03151923e-02 1.08678639e-01 6.29782280e-03
1.42919356e-02 5.88193026e-03]
[ 8.54091903e-03 -9.51690071e-02 -2.25801602e-01 1.10041606e-01
3.60046321e-02 1.11629956e-01 -2.15813457e-02 -1.59485301e-02
-1.25476131e-01 -4.45953125e-02]
[ -1.26015758e-01 -3.83795773e-02 -2.04954264e-01 1.52266399e-01
-6.91135278e-02 1.35008977e-01 2.03100534e-03 -2.50793907e-01
6.04580235e-02 -2.01113315e-01]
[ -7.88537681e-02 -4.63416086e-02 2.72050749e-01 9.18031533e-02
1.17175365e-01 -5.61144393e-02 -1.28992930e-01 1.23379794e-01
6.21797145e-02 2.81152060e-02]
[ 8.92479715e-02 1.31132517e-01 1.09868787e-01 1.42767437e-01
-1.48253776e-01 -5.17825329e-02 1.16152059e-01 1.15264695e-01
-2.30128803e-03 8.30875510e-03]
[ 2.62149713e-02 -7.45951479e-02 -2.76493463e-01 -1.99995100e-02
1.32412389e-01 -1.09447456e-01 9.47957438e-02 1.60474883e-01
1.23450464e-01 8.76142310e-03]
[ 5.50268038e-02 5.44617015e-02 -1.18749643e-01 4.35063300e-02
-1.27451870e-01 3.26520397e-01 2.08744278e-01 2.05978248e-01
-1.68997658e-01 -4.20488614e-02]
[ -2.86500309e-03 -4.21798841e-02 1.12742259e-01 9.56544425e-02
5.26926292e-03 1.20847205e-01 -2.08209972e-01 -3.46038253e-02
1.99639739e-01 7.57807129e-02]
[ 9.78524679e-02 5.70196014e-02 -5.64647570e-02 -1.17884226e-01
-7.64983248e-02 -3.21113655e-01 1.26799658e-01 1.08925359e-02
1.33625923e-01 7.43920050e-02]
[ -9.78978899e-02 2.35199512e-02 -1.48105953e-02 2.30680186e-02
1.36108407e-02 -2.01893450e-01 -9.11436095e-02 -1.91776193e-02
1.47251714e-02 1.30487385e-01]
[ -1.30606613e-01 -1.28343754e-02 -1.91183157e-01 1.50435775e-02
-3.05753714e-01 -9.47634604e-03 -5.81429070e-02 -2.14838569e-02
1.86903878e-02 8.47319967e-02]
[ 6.30868882e-02 2.11270386e-01 -2.40254839e-02 4.22271862e-04
8.62400067e-02 2.14088062e-01 2.31253393e-01 1.07875509e-01
-8.73764411e-02 -2.16489168e-01]
[ 9.64619815e-02 -1.46025859e-02 3.24761825e-02 8.20104084e-02
1.24846508e-01 2.53788500e-02 1.25157760e-01 8.46643624e-02
1.40962158e-01 -1.89130488e-01]
[ 1.08977028e-01 -1.05732987e-01 1.11273318e-02 2.60717697e-02
2.11491339e-01 -4.24723344e-02 1.34546707e-01 4.19466861e-02
-2.64140849e-01 -5.23429043e-02]
[ -4.31433823e-02 -2.15607368e-01 5.81304871e-02 -3.22812708e-02
1.85426018e-01 -1.70845092e-01 2.04460821e-01 -8.90214393e-02
5.67208019e-02 2.69491465e-01]
[ -1.76728283e-01 -4.63915467e-02 1.14933884e-01 9.85471070e-02
4.31229612e-01 7.03127431e-02 3.96353866e-02 4.09773304e-02
1.75122574e-02 3.89032546e-02]
[ -4.80693324e-02 1.54346326e-01 3.30700167e-01 -3.45752508e-02
-4.47323410e-02 -1.41009277e-01 1.97327000e-01 6.55448609e-03
-1.01704336e-01 2.06678772e-01]
[ -4.74618218e-02 1.85837679e-02 -1.38953958e-01 8.48409518e-03
1.20188020e-01 -2.77005113e-01 -7.91451729e-02 1.67678492e-01
7.07085028e-02 5.41899291e-03]
[ 6.57877744e-02 9.59421006e-02 1.36347538e-01 -1.56166011e-01
1.62016402e-01 8.78571127e-02 1.43184613e-02 2.91264434e-01
2.75496902e-02 8.78574421e-02]
[ 2.16431863e-01 -6.33307338e-02 -1.57907469e-01 1.40116851e-01
-3.66317537e-01 -1.92216094e-01 -5.15549947e-02 1.92628795e-01
2.53572998e-01 -2.66236885e-01]
[ 3.55811893e-02 1.10045298e-01 2.44334754e-01 2.35092346e-01
7.66394799e-03 -1.82022750e-01 -1.27306079e-01 -1.29111846e-01
-1.49992613e-01 -3.05764361e-01]
[ 5.55028407e-02 3.58417323e-02 -1.00254547e-01 -9.64152945e-03
1.04241030e-01 2.22750426e-02 -9.62923674e-02 -1.85378082e-01
6.81100012e-02 2.56783271e-01]
[ -9.85414242e-03 -8.13361663e-02 -6.98506204e-02 -6.54719383e-02
3.60280558e-02 -1.67913215e-01 1.19553068e-01 9.59433540e-03
2.65255771e-02 -4.57528552e-03]
[ 6.18232688e-04 -1.90877813e-02 2.31280147e-01 3.48426966e-02
-9.89404313e-02 -1.14239096e-01 2.06907824e-01 4.10311779e-02
-2.15614247e-01 7.02854156e-02]
[ 3.73613958e-02 -6.72143493e-02 9.23471482e-02 -4.14220218e-02
-8.58168285e-02 9.04339365e-02 1.72839972e-01 -2.71079289e-01
-5.42021394e-02 -1.37056928e-01]
[ -3.38633651e-02 1.62146282e-02 7.53350626e-02 -6.31864900e-02
7.15303979e-02 1.93968606e-01 1.66938186e-01 1.17306315e-01
-4.66938924e-02 1.48498778e-01]
[ 2.30348254e-01 7.35407165e-02 3.46297344e-02 9.44725773e-02
5.55933071e-03 -2.73731490e-02 -1.74539817e-01 1.47148658e-01
-4.40115509e-02 4.44636602e-04]
[ -4.26432241e-02 -2.50123816e-01 -2.76582572e-02 -7.80179752e-02
-3.18945823e-02 -6.80793594e-02 3.34561410e-02 4.55441749e-02
3.35204702e-02 7.03662598e-02]
[ -1.75517281e-01 8.93784521e-02 1.81289286e-03 1.22477130e-01
-2.16414455e-01 -1.73996710e-01 -1.49500782e-01 -5.95249181e-02
5.99020352e-02 1.38792760e-02]
[ -1.22944599e-02 8.36220713e-02 -4.69179279e-02 1.58161031e-01
7.81231655e-03 5.08270772e-02 4.71629181e-02 1.66163324e-01
-5.51316448e-04 2.16395149e-01]
[ 1.81035187e-01 7.74264353e-02 1.99133181e-01 2.42450884e-02
-9.87872389e-04 1.41660830e-01 3.64412376e-02 1.69591509e-01
1.49689183e-01 -5.85327982e-02]
[ -1.09629446e-01 1.14891704e-01 2.21941155e-01 -3.76114352e-02
1.44529691e-01 1.56945279e-01 1.69301971e-02 -1.24783122e-02
-7.37456544e-02 -7.69796040e-03]
[ -1.03401151e-01 -2.39006370e-02 2.20084493e-02 8.04280299e-02
-1.09353560e-02 1.21741738e-01 2.77429060e-01 2.07277659e-02
-2.84674460e-01 -1.04733956e-01]
[ -1.71127740e-01 1.19865038e-01 -6.68382139e-02 -2.78302081e-01
-4.44879387e-02 8.77950007e-02 -4.73693162e-02 1.00360868e-01
-1.60104210e-01 1.08154782e-01]
[ 1.05896406e-01 -8.82673436e-02 -7.45715503e-02 -2.95174983e-02
-7.89015940e-02 -3.66046734e-02 -1.25799146e-01 1.47147911e-01
-6.74810963e-02 -6.20427714e-02]
[ 1.53853120e-01 -1.13858481e-01 -1.37265237e-01 6.25515077e-04
1.31493952e-01 -6.10009593e-02 -6.91481445e-02 -1.46084123e-01
1.32987728e-01 -8.94412990e-02]
[ -1.41722609e-01 1.39844252e-01 2.42466268e-01 -5.58520220e-02
2.46643221e-01 1.11415385e-01 1.24852852e-02 -2.93112767e-01
-1.48180162e-01 -9.00729040e-02]
[ -3.27565573e-01 2.11997236e-01 2.42721598e-02 5.39582504e-03
-3.69554150e-02 -1.86382625e-01 -1.67597267e-01 2.32616221e-01
-7.55675291e-02 1.33740187e-01]
[ 1.40563051e-01 1.25145497e-01 -2.45149811e-01 -1.08097955e-01
1.03610927e-01 -2.81358571e-01 -3.15457248e-03 -1.65269884e-01
-1.66377504e-02 -1.98238473e-01]
[ 2.22500454e-01 -8.13014184e-02 6.90017908e-02 -6.51722806e-03
-7.37597315e-02 -3.87862881e-02 -8.89947044e-02 -1.38508612e-01
1.18365772e-01 -1.49683092e-01]
[ -1.01490663e-01 9.61108236e-03 1.21019993e-01 1.17467969e-01
-7.02357734e-02 -1.10662369e-01 2.09351909e-01 -7.51563602e-02
1.88609608e-01 5.83830508e-03]
[ 2.20736042e-02 -8.30474981e-02 2.17018859e-01 -2.20632675e-01
4.99693155e-02 1.09682908e-01 -4.22320398e-02 -1.10539705e-01
3.26768228e-02 2.68463634e-01]]
[[ 0.20697072]
[ 0.65709795]
[ 0.1713754 ]
[ 0.2106692 ]
[-1.03011215]
[-0.21980105]
[-0.75306813]
[-0.08367434]
[ 0.12054762]
[ 0.40459829]]
Progress: 3.0% ... Training loss: 0.644 ... Validation loss: 1.113[[ 9.54934743e-02 1.92526134e-01 -1.58631060e-01 3.45244211e-02
-5.50953317e-01 -1.26125081e-02 -4.78611603e-02 1.41511617e-01
-1.51110676e-01 1.34885421e-01]
[ 2.14303616e-02 1.96938897e-01 -1.65578066e-02 4.74091697e-02
6.93817115e-02 -8.94628890e-03 2.74894230e-01 4.13758310e-02
1.44252898e-01 -1.74027572e-02]
[ 2.25482963e-01 4.72366088e-01 4.42988746e-02 1.98600104e-01
-2.74949513e-01 -9.12216452e-02 -6.75284986e-01 -3.05990524e-02
1.53482529e-01 4.51169145e-01]
[ -5.75087076e-02 -4.31689808e-01 -2.58944573e-01 -6.51822934e-02
4.46174854e-01 1.93643134e-01 3.13263555e-01 5.51042307e-02
-2.34595763e-02 -3.16573955e-02]
[ -6.32414458e-04 2.33365660e-01 -1.47674244e-01 5.19183908e-02
5.69887754e-02 -1.78533922e-01 -4.93668521e-02 -1.19482585e-01
-2.04101715e-01 7.80509601e-02]
[ -3.64007646e-01 -2.76251837e-01 -2.95944472e-01 1.14458335e-01
2.04327032e-01 7.29569582e-02 3.35412999e-03 -2.99417715e-02
-3.34845261e-02 1.02294988e-02]
[ 4.73228892e-03 -7.57780879e-02 1.60531369e-02 1.17968978e-01
-2.55977021e-01 -7.88452490e-02 1.01332925e-01 -1.87635400e-01
1.89530196e-01 7.54198353e-02]
[ 1.37981872e-01 -8.02674045e-02 4.57865083e-02 -3.73157690e-02
8.04404875e-03 -5.99303541e-02 -1.22165909e-01 1.21418919e-01
8.13667217e-02 4.31975577e-02]
[ -1.56246292e-01 -1.58503513e-02 -3.03759254e-01 2.16162588e-03
-1.19986039e-01 6.96223072e-02 -2.95053423e-01 -2.23176020e-02
2.80078523e-01 -9.53049814e-02]
[ 4.16689884e-02 -1.46417516e-01 7.98634878e-02 4.79708677e-03
4.50636612e-02 -8.58624056e-02 -7.97800325e-02 -9.22418692e-02
-4.02078592e-02 1.58107936e-01]
[ -7.89392622e-02 1.36036848e-01 -4.89241261e-03 -1.61235154e-01
-1.79129864e-02 3.60229352e-02 5.37136607e-02 -9.63467535e-02
-2.28081286e-02 -1.26101829e-01]
[ -4.78999397e-02 1.55405013e-01 -4.08864398e-02 6.85930610e-02
8.06042630e-02 6.72782917e-02 -1.95377925e-01 -1.60277548e-02
-1.07938187e-01 -1.08868876e-01]
[ -1.55526240e-01 7.44339350e-03 6.26751934e-02 2.38845963e-02
-1.77575545e-01 -2.20528165e-01 -1.82166703e-01 -1.96911553e-01
8.88657078e-02 1.76541033e-01]
[ -2.04975740e-01 -8.90409060e-02 1.23779302e-01 2.78493236e-01
-1.67551957e-01 -8.46829156e-02 -1.64571092e-01 -2.53944245e-01
-2.02037197e-01 2.39668854e-02]
[ 1.06481600e-01 -4.17558592e-02 -2.38477428e-02 9.70296835e-02
2.27644752e-02 -7.04308758e-02 1.08633352e-01 6.24094672e-03
1.43745121e-02 5.97194671e-03]
[ 8.53680756e-03 -9.52228776e-02 -2.25822941e-01 1.10036582e-01
3.60186865e-02 1.11635956e-01 -2.15459718e-02 -1.59455270e-02
-1.25478334e-01 -4.45780911e-02]
[ -1.25247681e-01 -3.69446779e-02 -2.04328960e-01 1.52960437e-01
-7.09697375e-02 1.34367221e-01 -3.22128943e-04 -2.51047096e-01
6.08963643e-02 -1.99677606e-01]
[ -7.88608634e-02 -4.64058044e-02 2.72035531e-01 9.17915562e-02
1.17144412e-01 -5.61094038e-02 -1.28907932e-01 1.23386331e-01
6.21606586e-02 2.81158246e-02]
[ 8.91668208e-02 1.30573754e-01 1.09778217e-01 1.42594678e-01
-1.47558455e-01 -5.16354416e-02 1.16748485e-01 1.15312534e-01
-2.36660669e-03 7.87398701e-03]
[ 2.54346605e-02 -7.68447030e-02 -2.77159319e-01 -2.08250632e-02
1.36239400e-01 -1.08628890e-01 9.72039526e-02 1.60797489e-01
1.22986124e-01 7.41717701e-03]
[ 5.54566732e-02 5.58486913e-02 -1.18387156e-01 4.39409167e-02
-1.29644275e-01 3.26093185e-01 2.07115411e-01 2.05807066e-01
-1.68750491e-01 -4.12589837e-02]
[ -3.29386180e-03 -4.34054951e-02 1.12420586e-01 9.52499408e-02
7.33083104e-03 1.21256318e-01 -2.06968956e-01 -3.44403860e-02
1.99409507e-01 7.50815942e-02]
[ 9.84638381e-02 5.89364295e-02 -5.60153591e-02 -1.17265933e-01
-7.93261589e-02 -3.21753022e-01 1.24521066e-01 1.06555392e-02
1.33960259e-01 7.55460789e-02]
[ -9.80536521e-02 2.30391756e-02 -1.49480145e-02 2.28962209e-02
1.44143675e-02 -2.01723892e-01 -9.05536646e-02 -1.91086801e-02
1.46256478e-02 1.30163973e-01]
[ -1.30701694e-01 -1.31149756e-02 -1.91262659e-01 1.49462158e-02
-3.05273837e-01 -9.37272924e-03 -5.77979678e-02 -2.14443917e-02
1.86340355e-02 8.45482323e-02]
[ 6.30039497e-02 2.11004097e-01 -2.40948710e-02 3.38249568e-04
8.66571971e-02 2.14177637e-01 2.31567694e-01 1.07907542e-01
-8.74224715e-02 -2.16648282e-01]
[ 9.62360558e-02 -1.52960700e-02 3.22866726e-02 8.17766953e-02
1.25974092e-01 2.56205806e-02 1.25902183e-01 8.47573707e-02
1.40839055e-01 -1.89567993e-01]
[ 1.08554416e-01 -1.07100144e-01 1.07619919e-02 2.56138103e-02
2.13440227e-01 -4.19942496e-02 1.36043538e-01 4.21275912e-02
-2.64406431e-01 -5.31970716e-02]
[ -4.34344021e-02 -2.16545004e-01 5.78876761e-02 -3.25988797e-02
1.86941818e-01 -1.70535945e-01 2.05484478e-01 -8.88970270e-02
5.65518665e-02 2.68911319e-01]
[ -1.77245952e-01 -4.80541303e-02 1.14472854e-01 9.79807755e-02
4.33912014e-01 7.08965113e-02 4.15450425e-02 4.11969620e-02
1.72012276e-02 3.78633670e-02]
[ -4.85893566e-02 1.52801825e-01 3.30272205e-01 -3.51109665e-02
-4.22188654e-02 -1.40459974e-01 1.99167819e-01 6.76627185e-03
-1.02003287e-01 2.05713803e-01]
[ -4.75700821e-02 1.82305879e-02 -1.39041624e-01 8.37062660e-03
1.20743421e-01 -2.76890277e-01 -7.87355323e-02 1.67723800e-01
7.06456926e-02 5.20477885e-03]
[ 6.61143983e-02 9.69108880e-02 1.36611358e-01 -1.55829662e-01
1.60416352e-01 8.75333032e-02 1.31791358e-02 2.91137786e-01
2.77312475e-02 8.84763649e-02]
[ 2.17607686e-01 -6.01564468e-02 -1.56953706e-01 1.41411381e-01
-3.71923357e-01 -1.93540465e-01 -5.54412103e-02 1.92122258e-01
2.54288723e-01 -2.64047861e-01]
[ 3.56556751e-02 1.10292854e-01 2.44420958e-01 2.35205482e-01
7.15754139e-03 -1.82140325e-01 -1.27598240e-01 -1.29156815e-01
-1.49938988e-01 -3.05588967e-01]
[ 5.54841996e-02 3.58331346e-02 -1.00295152e-01 -9.66440158e-03
1.04368712e-01 2.22925760e-02 -9.63164336e-02 -1.85368275e-01
6.80949275e-02 2.56795914e-01]
[ -9.79797372e-03 -8.11145557e-02 -6.97974387e-02 -6.54063134e-02
3.57207424e-02 -1.67994014e-01 1.19409792e-01 9.56576974e-03
2.65563404e-02 -4.48228851e-03]
[ 5.10082500e-04 -1.92223293e-02 2.31191994e-01 3.47171340e-02
-9.87532553e-02 -1.14110991e-01 2.07097431e-01 4.10865559e-02
-2.15691144e-01 7.01092645e-02]
[ 3.73955058e-02 -6.70511503e-02 9.23768389e-02 -4.13837659e-02
-8.60577281e-02 9.03921603e-02 1.72712888e-01 -2.71092417e-01
-5.41837127e-02 -1.36979415e-01]
[ -3.38858965e-02 1.62165703e-02 7.53206925e-02 -6.32016317e-02
7.15002647e-02 1.93983685e-01 1.66970501e-01 1.17314198e-01
-4.67079565e-02 1.48479925e-01]
[ 2.30374285e-01 7.36068422e-02 3.46429602e-02 9.44926407e-02
5.44356234e-03 -2.73954981e-02 -1.74686565e-01 1.47141388e-01
-4.40009458e-02 4.97542585e-04]
[ -4.26336785e-02 -2.49956911e-01 -2.76627863e-02 -7.80073351e-02
-3.20182591e-02 -6.81129428e-02 3.32485363e-02 4.55433915e-02
3.35188993e-02 7.04520208e-02]
[ -1.74589882e-01 9.13902527e-02 2.57847238e-03 1.23351788e-01
-2.19392584e-01 -1.74788043e-01 -1.52164464e-01 -5.98556278e-02
6.04330711e-02 1.55504144e-02]
[ -1.16370499e-02 8.52702154e-02 -4.63796628e-02 1.58780853e-01
5.46827633e-03 5.01499196e-02 4.49554810e-02 1.65903183e-01
-1.65682844e-04 2.17534977e-01]
[ 1.81185021e-01 7.77967602e-02 1.99248693e-01 2.43921147e-02
-1.48536050e-03 1.41502962e-01 3.59337939e-02 1.69536649e-01
1.49776410e-01 -5.82394508e-02]
[ -1.09213912e-01 1.16029123e-01 2.22285772e-01 -3.71933254e-02
1.42681237e-01 1.56506531e-01 1.55445766e-02 -1.26490509e-02
-7.35024344e-02 -6.97056807e-03]
[ -1.03150843e-01 -2.31800327e-02 2.21957400e-02 8.06808938e-02
-1.20465871e-02 1.21480319e-01 2.76614172e-01 2.06241576e-02
-2.84528373e-01 -1.04281566e-01]
[ -1.71469181e-01 1.18835493e-01 -6.71174613e-02 -2.78658158e-01
-4.29074094e-02 8.81636161e-02 -4.62062235e-02 1.00498433e-01
-1.60305027e-01 1.07522275e-01]
[ 1.05285792e-01 -9.02582882e-02 -7.50789221e-02 -3.01683124e-02
-7.60721271e-02 -3.59406756e-02 -1.23787266e-01 1.47405690e-01
-6.78484171e-02 -6.32555980e-02]
[ 1.53762813e-01 -1.14080120e-01 -1.37363787e-01 5.18557149e-04
1.32083915e-01 -6.08940922e-02 -6.87829466e-02 -1.46042239e-01
1.32929239e-01 -8.96330446e-02]
[ -1.41172554e-01 1.40911113e-01 2.42932650e-01 -5.53087648e-02
2.44958787e-01 1.10876446e-01 1.07025241e-02 -2.93308839e-01
-1.47841602e-01 -8.90606234e-02]
[ -3.27305190e-01 2.12339314e-01 2.44380603e-02 5.60917477e-03
-3.74104722e-02 -1.86576250e-01 -1.68191850e-01 2.32519081e-01
-7.54279258e-02 1.34128328e-01]
[ 1.41025978e-01 1.26081116e-01 -2.44821810e-01 -1.07626860e-01
1.01506970e-01 -2.81813873e-01 -4.52992272e-03 -1.65447843e-01
-1.63664323e-02 -1.97450468e-01]
[ 2.21903546e-01 -8.32292235e-02 6.85283484e-02 -7.14424277e-03
-7.09720491e-02 -3.81540273e-02 -8.70630626e-02 -1.38255394e-01
1.17999320e-01 -1.50808403e-01]
[ -1.01302113e-01 1.01132016e-02 1.21160019e-01 1.17626887e-01
-7.09017276e-02 -1.10875074e-01 2.08560131e-01 -7.52269868e-02
1.88711193e-01 6.19419061e-03]
[ 2.21323515e-02 -8.28344904e-02 2.17063708e-01 -2.20573529e-01
4.96772577e-02 1.09633337e-01 -4.23937384e-02 -1.10565471e-01
3.27024191e-02 2.68535296e-01]]
[[ 0.21145609]
[ 0.66634816]
[ 0.17607495]
[ 0.22074865]
[-1.02859646]
[-0.21294622]
[-0.742002 ]
[-0.07785716]
[ 0.12672385]
[ 0.40871255]]
Progress: 3.1% ... Training loss: 0.641 ... Validation loss: 1.087[[ 9.61788006e-02 1.94302880e-01 -1.58087687e-01 3.51073269e-02
-5.52421400e-01 -1.32930037e-02 -4.98592145e-02 1.41248369e-01
-1.50702390e-01 1.35786985e-01]
[ 2.13906263e-02 1.96779354e-01 -1.65933796e-02 4.73628528e-02
6.95885601e-02 -8.90491014e-03 2.75043941e-01 4.13918306e-02
1.44229701e-01 -1.74836712e-02]
[ 2.26460819e-01 4.74669361e-01 4.51110042e-02 1.99501346e-01
-2.78180692e-01 -9.21277188e-02 -6.78062571e-01 -3.09387002e-02
1.54024401e-01 4.52645892e-01]
[ -5.74946899e-02 -4.31716186e-01 -2.58904244e-01 -6.49950783e-02
4.44860843e-01 1.93565712e-01 3.13005889e-01 5.50834869e-02
-2.34337011e-02 -3.12995701e-02]
[ -1.03863085e-03 2.32697790e-01 -1.47929928e-01 5.15345025e-02
5.83105316e-02 -1.78232666e-01 -4.76728280e-02 -1.19370078e-01
-2.04265212e-01 7.71010373e-02]
[ -3.64245724e-01 -2.77019929e-01 -2.96163294e-01 1.14197999e-01
2.05627279e-01 7.31857237e-02 4.32511705e-03 -2.98621491e-02
-3.36098537e-02 9.73534162e-03]
[ 5.39602720e-03 -7.38646117e-02 1.65685647e-02 1.18541306e-01
-2.58029448e-01 -7.94691855e-02 9.94131894e-02 -1.87883561e-01
1.89933273e-01 7.63205262e-02]
[ 1.37627562e-01 -8.17614030e-02 4.54417611e-02 -3.77742743e-02
1.02790829e-02 -5.95121331e-02 -1.20642639e-01 1.21570260e-01
8.11200361e-02 4.23681245e-02]
[ -1.56258484e-01 -1.57502984e-02 -3.03724154e-01 2.18936186e-03
-1.19882088e-01 6.95940618e-02 -2.95094431e-01 -2.23268435e-02
2.80090464e-01 -9.52601008e-02]
[ 4.16859708e-02 -1.46883827e-01 7.97900075e-02 4.57477736e-03
4.68599633e-02 -8.57745335e-02 -7.89904942e-02 -9.22214504e-02
-4.02357767e-02 1.57496379e-01]
[ -7.89462531e-02 1.36089081e-01 -4.85502922e-03 -1.61198806e-01
-1.79073845e-02 3.59903383e-02 5.36173572e-02 -9.63677792e-02
-2.27720126e-02 -1.25946361e-01]
[ -4.78507734e-02 1.55570529e-01 -4.08633844e-02 6.86602452e-02
8.03891645e-02 6.72178211e-02 -1.95537645e-01 -1.60535868e-02
-1.07903380e-01 -1.08790806e-01]
[ -1.55526240e-01 7.44339350e-03 6.26751934e-02 2.38845963e-02
-1.77575545e-01 -2.20528165e-01 -1.82166703e-01 -1.96911553e-01
8.88657078e-02 1.76541033e-01]
[ -2.05058139e-01 -8.93174072e-02 1.23698540e-01 2.78375444e-01
-1.67026701e-01 -8.45669806e-02 -1.64295505e-01 -2.53909345e-01
-2.02094153e-01 2.37879750e-02]
[ 1.06335073e-01 -4.21670766e-02 -2.39727356e-02 9.68951447e-02
2.34993756e-02 -7.03324107e-02 1.09231078e-01 6.28456847e-03
1.43064682e-02 5.67932394e-03]
[ 9.15133221e-03 -9.34432178e-02 -2.25306531e-01 1.10629738e-01
3.37990623e-02 1.11018188e-01 -2.35198973e-02 -1.61766039e-02
-1.25101527e-01 -4.35337391e-02]
[ -1.25806005e-01 -3.85924121e-02 -2.04789166e-01 1.52381373e-01
-6.87187506e-02 1.34918256e-01 1.57401625e-03 -2.50847535e-01
6.05696419e-02 -2.00761249e-01]
[ -7.80621054e-02 -4.40815821e-02 2.72656544e-01 9.25622319e-02
1.14126973e-01 -5.68602578e-02 -1.31374370e-01 1.23095102e-01
6.26328854e-02 2.94408353e-02]
[ 8.89612936e-02 1.29934069e-01 1.09591296e-01 1.42359741e-01
-1.46575150e-01 -5.14127674e-02 1.17397396e-01 1.15396573e-01
-2.49872890e-03 7.46590549e-03]
[ 2.52019566e-02 -7.76580769e-02 -2.77381702e-01 -2.11238486e-02
1.37402939e-01 -1.08350533e-01 9.79724092e-02 1.60893402e-01
1.22820135e-01 6.99399509e-03]
[ 5.52455320e-02 5.49587065e-02 -1.18577175e-01 4.36966523e-02
-1.28130728e-01 3.26305281e-01 2.08051661e-01 2.05892097e-01
-1.68888014e-01 -4.17053027e-02]
[ -3.31050994e-03 -4.35028651e-02 1.12425616e-01 9.52410431e-02
7.33669342e-03 1.21267071e-01 -2.06859499e-01 -3.44395890e-02
1.99410161e-01 7.49346022e-02]
[ 9.83517289e-02 5.85821110e-02 -5.61017065e-02 -1.17379941e-01
-7.86170001e-02 -3.21651184e-01 1.24928658e-01 1.06929768e-02
1.33888351e-01 7.53259580e-02]
[ -9.76678354e-02 2.43059645e-02 -1.46022896e-02 2.33402374e-02
1.24623570e-02 -2.02134978e-01 -9.18183140e-02 -1.92600863e-02
1.48845810e-02 1.30971020e-01]
[ -1.30876258e-01 -1.36040236e-02 -1.91412248e-01 1.47518761e-02
-3.04384513e-01 -9.18936963e-03 -5.71995657e-02 -2.13784183e-02
1.85276842e-02 8.41936752e-02]
[ 6.24326753e-02 2.09375187e-01 -2.45616727e-02 -2.61384801e-04
8.93101143e-02 2.14739174e-01 2.33520488e-01 1.08115488e-01
-8.77553507e-02 -2.17753728e-01]
[ 9.58486045e-02 -1.65193850e-02 3.19528515e-02 8.13494117e-02
1.27909676e-01 2.60178400e-02 1.27264264e-01 8.49069841e-02
1.40605229e-01 -1.90344654e-01]
[ 1.08271805e-01 -1.08016821e-01 1.05094113e-02 2.52988194e-02
2.14905958e-01 -4.16917378e-02 1.36975558e-01 4.22369815e-02
-2.64582898e-01 -5.37503192e-02]
[ -4.41590884e-02 -2.18681984e-01 5.72884267e-02 -3.33784333e-02
1.90472132e-01 -1.69801781e-01 2.07929307e-01 -8.86295175e-02
5.61127888e-02 2.67595062e-01]
[ -1.77274939e-01 -4.81533406e-02 1.14440450e-01 9.79420675e-02
4.34115969e-01 7.09327200e-02 4.16481921e-02 4.12101092e-02
1.71825330e-02 3.78049089e-02]
[ -4.90444156e-02 1.51368280e-01 3.29875733e-01 -3.56179357e-02
-3.99701674e-02 -1.39989056e-01 2.00724245e-01 6.94275361e-03
-1.02292797e-01 2.04849349e-01]
[ -4.77456786e-02 1.76727137e-02 -1.39198748e-01 8.16874942e-03
1.21663745e-01 -2.76706099e-01 -7.80751029e-02 1.67794783e-01
7.05367094e-02 4.85062409e-03]
[ 6.62179521e-02 9.72505359e-02 1.36698875e-01 -1.55715514e-01
1.59899705e-01 8.74234454e-02 1.28425840e-02 2.91103047e-01
2.77952306e-02 8.86765517e-02]
[ 2.18044774e-01 -5.87525919e-02 -1.56587933e-01 1.41864098e-01
-3.73677405e-01 -1.93957217e-01 -5.69602677e-02 1.91957605e-01
2.54547309e-01 -2.63182235e-01]
[ 3.58781099e-02 1.10889489e-01 2.44610671e-01 2.35448050e-01
6.13681646e-03 -1.82372079e-01 -1.28255735e-01 -1.29243640e-01
-1.49804039e-01 -3.05191022e-01]
[ 5.52610485e-02 3.52611740e-02 -1.00508455e-01 -9.92396833e-03
1.05316307e-01 2.25276293e-02 -9.58468524e-02 -1.85276153e-01
6.79491837e-02 2.56442246e-01]
[ -9.84968298e-03 -8.13153852e-02 -6.98261603e-02 -6.54473682e-02
3.59316412e-02 -1.67946260e-01 1.19786952e-01 9.57820606e-03
2.65392205e-02 -4.69842460e-03]
[ 9.04975844e-04 -1.80085714e-02 2.31544224e-01 3.51564359e-02
-1.00548209e-01 -1.14524166e-01 2.05801479e-01 4.09283711e-02
-2.15435031e-01 7.08512749e-02]
[ 3.74112958e-02 -6.70005995e-02 9.23856429e-02 -4.13696272e-02
-8.59434590e-02 9.03639887e-02 1.72698507e-01 -2.71104804e-01
-5.41800769e-02 -1.36965059e-01]
[ -3.39456851e-02 1.59623160e-02 7.52756788e-02 -6.32664738e-02
7.17990359e-02 1.94045921e-01 1.67216555e-01 1.17334796e-01
-4.67420155e-02 1.48352920e-01]
[ 2.30214622e-01 7.31271619e-02 3.45090565e-02 9.43295708e-02
6.15679891e-03 -2.72413735e-02 -1.74137377e-01 1.47200248e-01
-4.40977897e-02 2.00432963e-04]
[ -4.24918205e-02 -2.49623517e-01 -2.75431015e-02 -7.78592999e-02
-3.25007526e-02 -6.82562073e-02 3.28099722e-02 4.54908794e-02
3.36045796e-02 7.07029989e-02]
[ -1.73976484e-01 9.31780349e-02 3.10313452e-03 1.24020734e-01
-2.22336481e-01 -1.75392569e-01 -1.53968486e-01 -6.00899728e-02
6.08164884e-02 1.67208582e-02]
[ -1.03757295e-02 8.88536902e-02 -4.53436054e-02 1.60003786e-01
5.86579615e-04 4.89060402e-02 4.10047496e-02 1.65440849e-01
5.94524276e-04 2.19613588e-01]
[ 1.81358309e-01 7.83217823e-02 1.99381718e-01 2.45732380e-02
-2.24823404e-03 1.41326921e-01 3.53300020e-02 1.69470982e-01
1.49879225e-01 -5.79205655e-02]
[ -1.09006041e-01 1.16696917e-01 2.22461427e-01 -3.69734999e-02
1.41661562e-01 1.56292885e-01 1.48469722e-02 -1.27267941e-02
-7.33767195e-02 -6.62289697e-03]
[ -1.03038290e-01 -2.28859291e-02 2.22852515e-02 8.08083274e-02
-1.26042896e-02 1.21365603e-01 2.76271233e-01 2.05792586e-02
-2.84455284e-01 -1.04050946e-01]
[ -1.71487654e-01 1.18800285e-01 -6.71356437e-02 -2.78684818e-01
-4.29299437e-02 8.81744085e-02 -4.61158054e-02 1.00506074e-01
-1.60313717e-01 1.07475385e-01]
[ 1.04799354e-01 -9.17644237e-02 -7.54970180e-02 -3.06940497e-02
-7.39703707e-02 -3.54468238e-02 -1.22336793e-01 1.47586812e-01
-6.81517072e-02 -6.41814637e-02]
[ 1.53986323e-01 -1.13456091e-01 -1.37171411e-01 7.48989321e-04
1.31204913e-01 -6.11130461e-02 -6.94827987e-02 -1.46131639e-01
1.33067700e-01 -8.92328581e-02]
[ -1.40443545e-01 1.42955653e-01 2.43507474e-01 -5.45614348e-02
2.41613496e-01 1.10157967e-01 8.47406214e-03 -2.93569533e-01
-1.47404654e-01 -8.77337439e-02]
[ -3.27526602e-01 2.11945398e-01 2.42657825e-02 5.38163664e-03
-3.66239412e-02 -1.86401752e-01 -1.67624205e-01 2.32592927e-01
-7.55391216e-02 1.33716830e-01]
[ 1.40169597e-01 1.23237686e-01 -2.45563754e-01 -1.08581953e-01
1.05762675e-01 -2.80936001e-01 -1.58427827e-03 -1.65115204e-01
-1.69005974e-02 -1.99130757e-01]
[ 2.21124980e-01 -8.55808725e-02 6.78479696e-02 -8.00912589e-03
-6.72608162e-02 -3.73502076e-02 -8.45317221e-02 -1.37961324e-01
1.17511871e-01 -1.52290431e-01]
[ -1.00141173e-01 1.32611703e-02 1.22136082e-01 1.18772937e-01
-7.47674046e-02 -1.11982981e-01 2.05151927e-01 -7.56681192e-02
1.89403092e-01 8.18257979e-03]
[ 2.19344090e-02 -8.33105971e-02 2.16902003e-01 -2.20768605e-01
5.06005636e-02 1.09817292e-01 -4.15683360e-02 -1.10501238e-01
3.26109267e-02 2.68015637e-01]]
[[ 0.21004963]
[ 0.66957188]
[ 0.17958516]
[ 0.22500939]
[-1.0328572 ]
[-0.21248699]
[-0.74531373]
[-0.07703561]
[ 0.12842359]
[ 0.41216205]]
Progress: 3.1% ... Training loss: 0.639 ... Validation loss: 1.082[[ 9.85526178e-02 2.00240196e-01 -1.56148129e-01 3.76216065e-02
-5.60183661e-01 -1.55819350e-02 -5.59166246e-02 1.40361776e-01
-1.49236170e-01 1.40137156e-01]
[ 2.13618331e-02 1.96664778e-01 -1.66238957e-02 4.73247438e-02
6.97644553e-02 -8.86895302e-03 2.75168241e-01 4.14039727e-02
1.44207901e-01 -1.75532566e-02]
[ 2.27379207e-01 4.76164170e-01 4.60069716e-02 2.00440704e-01
-2.79977954e-01 -9.30722733e-02 -6.79540025e-01 -3.12794446e-02
1.54623100e-01 4.54177587e-01]
[ -5.90277262e-02 -4.34627589e-01 -2.60262270e-01 -6.63838866e-02
4.47499704e-01 1.94793793e-01 3.16175164e-01 5.56212686e-02
-2.44503632e-02 -3.34904329e-02]
[ -7.12890242e-04 2.32466070e-01 -1.47718870e-01 5.18219779e-02
5.86319090e-02 -1.78302261e-01 -4.77500345e-02 -1.19476159e-01
-2.03954054e-01 7.75713328e-02]
[ -3.63388532e-01 -2.74437601e-01 -2.95572149e-01 1.15119109e-01
2.01959486e-01 7.23612664e-02 1.72365876e-03 -3.01813692e-02
-3.30876642e-02 1.12584376e-02]
[ 5.66497604e-03 -7.34595824e-02 1.67843830e-02 1.18784890e-01
-2.57795383e-01 -7.96988822e-02 9.87822716e-02 -1.87985825e-01
1.90115968e-01 7.67649396e-02]
[ 1.37488071e-01 -8.30363851e-02 4.53336235e-02 -3.79709444e-02
1.24275280e-02 -5.92894811e-02 -1.18890302e-01 1.21623470e-01
8.10618033e-02 4.20647778e-02]
[ -1.55835445e-01 -1.46121810e-02 -3.03358001e-01 2.67026324e-03
-1.21660628e-01 6.91470835e-02 -2.96489576e-01 -2.24919927e-02
2.80314510e-01 -9.44003398e-02]
[ 4.26453587e-02 -1.45190051e-01 8.04922072e-02 5.48087348e-03
4.61689697e-02 -8.65540514e-02 -8.05027691e-02 -9.25761919e-02
-3.96672164e-02 1.59118509e-01]
[ -7.88341933e-02 1.36487633e-01 -4.74558343e-03 -1.61038384e-01
-1.87274064e-02 3.58352670e-02 5.32244962e-02 -9.64245441e-02
-2.26917015e-02 -1.25697349e-01]
[ -4.75125334e-02 1.56328694e-01 -4.06100518e-02 6.90426517e-02
7.88363580e-02 6.68739301e-02 -1.96507695e-01 -1.61755041e-02
-1.07681554e-01 -1.08138023e-01]
[ -1.55526240e-01 7.44339350e-03 6.26751934e-02 2.38845963e-02
-1.77575545e-01 -2.20528165e-01 -1.82166703e-01 -1.96911553e-01
8.88657078e-02 1.76541033e-01]
[ -2.05010711e-01 -8.90683631e-02 1.23717908e-01 2.78427518e-01
-1.67253959e-01 -8.45839001e-02 -1.64467815e-01 -2.53929088e-01
-2.02075263e-01 2.38878542e-02]
[ 1.06696176e-01 -4.12229657e-02 -2.37320837e-02 9.72655916e-02
2.20073034e-02 -7.06590178e-02 1.08145796e-01 6.15545870e-03
1.45350427e-02 6.31359357e-03]
[ 9.67449116e-03 -9.17897369e-02 -2.24875227e-01 1.11203455e-01
3.16102561e-02 1.10461852e-01 -2.51624450e-02 -1.63756494e-02
-1.24778899e-01 -4.25813476e-02]
[ -1.25646253e-01 -3.83737798e-02 -2.04645988e-01 1.52503829e-01
-6.87791986e-02 1.34816573e-01 1.16595178e-03 -2.50897586e-01
6.06706217e-02 -2.00455640e-01]
[ -7.81943447e-02 -4.44545828e-02 2.72542621e-01 9.24109900e-02
1.14793701e-01 -5.67218958e-02 -1.30905262e-01 1.23144652e-01
6.25513330e-02 2.91951860e-02]
[ 8.91365503e-02 1.30118649e-01 1.09728691e-01 1.42565299e-01
-1.46700939e-01 -5.15818597e-02 1.17075820e-01 1.15318386e-01
-2.37221363e-03 7.71855904e-03]
[ 2.49854443e-02 -7.86556240e-02 -2.77607313e-01 -2.14067115e-02
1.38553067e-01 -1.08097737e-01 9.87200744e-02 1.60993260e-01
1.22679577e-01 6.61857374e-03]
[ 5.47876476e-02 5.31483742e-02 -1.18954998e-01 4.31915335e-02
-1.25300758e-01 3.26765684e-01 2.10119204e-01 2.06049772e-01
-1.69154361e-01 -4.26261383e-02]
[ -2.67986464e-03 -4.15973635e-02 1.13000547e-01 9.59296124e-02
5.13336374e-03 1.20659847e-01 -2.08189250e-01 -3.46747936e-02
1.99809773e-01 7.61043777e-02]
[ 9.85318041e-02 5.91656619e-02 -5.59451486e-02 -1.17149983e-01
-7.94185464e-02 -3.21864795e-01 1.24214300e-01 1.06191780e-02
1.33975480e-01 7.57452799e-02]
[ -9.75128413e-02 2.47097633e-02 -1.44737877e-02 2.35068159e-02
1.17078902e-02 -2.02286039e-01 -9.23744197e-02 -1.93184242e-02
1.49693653e-02 1.31238676e-01]
[ -1.30892348e-01 -1.37153508e-02 -1.91461802e-01 1.47306661e-02
-3.04241445e-01 -9.17687710e-03 -5.71290730e-02 -2.13754479e-02
1.85177241e-02 8.41579495e-02]
[ 6.22892317e-02 2.08936651e-01 -2.46845454e-02 -4.19040320e-04
8.99887738e-02 2.14885563e-01 2.34011798e-01 1.08170008e-01
-8.78445403e-02 -2.18039275e-01]
[ 9.56925003e-02 -1.70010320e-02 3.18171826e-02 8.11762188e-02
1.28690395e-01 2.61814055e-02 1.27779237e-01 8.49647553e-02
1.40508422e-01 -1.90621465e-01]
[ 1.07852419e-01 -1.09225041e-01 1.01490143e-02 2.48419054e-02
2.16816829e-01 -4.12671561e-02 1.38457335e-01 4.23833778e-02
-2.64840448e-01 -5.45365175e-02]
[ -4.42525178e-02 -2.18972207e-01 5.72065416e-02 -3.34808672e-02
1.90942193e-01 -1.69708532e-01 2.08247899e-01 -8.85951274e-02
5.60569029e-02 2.67417302e-01]
[ -1.77720419e-01 -4.96197102e-02 1.14029685e-01 9.74306859e-02
4.36372789e-01 7.14171635e-02 4.31766479e-02 4.13832723e-02
1.68982512e-02 3.69462661e-02]
[ -4.98928955e-02 1.48783894e-01 3.29142503e-01 -3.65475203e-02
-3.57334988e-02 -1.39115081e-01 2.03588369e-01 7.25672447e-03
-1.02802945e-01 2.03361444e-01]
[ -4.79791347e-02 1.70255243e-02 -1.39400001e-01 7.91591019e-03
1.22751793e-01 -2.76467127e-01 -7.72915378e-02 1.67880776e-01
7.03968604e-02 4.39706995e-03]
[ 6.64307374e-02 9.78671578e-02 1.36868019e-01 -1.55473213e-01
1.58846351e-01 8.72079519e-02 1.20980794e-02 2.91025155e-01
2.79278528e-02 8.91084155e-02]
[ 2.19393689e-01 -5.46352739e-02 -1.55513182e-01 1.43349592e-01
-3.79924758e-01 -1.95294884e-01 -6.15136801e-02 1.91457773e-01
2.55315084e-01 -2.60598160e-01]
[ 3.58602942e-02 1.10808662e-01 2.44589833e-01 2.35421499e-01
6.24337140e-03 -1.82351977e-01 -1.28174180e-01 -1.29237348e-01
-1.49812696e-01 -3.05249747e-01]
[ 5.51079281e-02 3.47995887e-02 -1.00636917e-01 -1.00919529e-02
1.06072703e-01 2.26838924e-02 -9.53654632e-02 -1.85218636e-01
6.78549076e-02 2.56160808e-01]
[ -9.83185989e-03 -8.12897792e-02 -6.98148184e-02 -6.54363370e-02
3.58264510e-02 -1.67982923e-01 1.19642388e-01 9.57293147e-03
2.65493520e-02 -4.65088469e-03]
[ 8.35457025e-04 -1.81404022e-02 2.31489078e-01 3.50843944e-02
-1.00158647e-01 -1.14463319e-01 2.06038205e-01 4.09556571e-02
-2.15472852e-01 7.07576315e-02]
[ 3.73731483e-02 -6.71297096e-02 9.23534640e-02 -4.14101801e-02
-8.57823215e-02 9.04016325e-02 1.72831864e-01 -2.71092480e-01
-5.42027579e-02 -1.37038605e-01]
[ -3.37976012e-02 1.62881733e-02 7.53964758e-02 -6.30986317e-02
7.13803160e-02 1.93881123e-01 1.66825246e-01 1.17273850e-01
-4.66410743e-02 1.48558730e-01]
[ 2.30713994e-01 7.45526615e-02 3.49554324e-02 9.48633534e-02
4.24341655e-03 -2.77517617e-02 -1.75559719e-01 1.47010927e-01
-4.37783955e-02 1.06108560e-03]
[ -4.24215602e-02 -2.49387245e-01 -2.74738711e-02 -7.77739271e-02
-3.28873822e-02 -6.83263871e-02 3.26515099e-02 4.54606701e-02
3.36519305e-02 7.08213245e-02]
[ -1.72788578e-01 9.58688355e-02 4.13227105e-03 1.25274272e-01
-2.26114071e-01 -1.76482502e-01 -1.56932336e-01 -6.05297806e-02
6.15787323e-02 1.89619433e-02]
[ -9.81511405e-03 9.06448325e-02 -4.48526224e-02 1.60617787e-01
-1.92198393e-03 4.83112775e-02 3.93133676e-02 1.65224327e-01
9.41227459e-04 2.20637640e-01]
[ 1.81649652e-01 7.89472820e-02 1.99620563e-01 2.48915371e-02
-3.30480405e-03 1.41031118e-01 3.45790735e-02 1.69363256e-01
1.50066101e-01 -5.74365780e-02]
[ -1.08767377e-01 1.17394790e-01 2.22662280e-01 -3.67193742e-02
1.40622916e-01 1.56047312e-01 1.41437518e-02 -1.28165556e-02
-7.32285024e-02 -6.20978981e-03]
[ -1.03001419e-01 -2.27625980e-02 2.23178525e-02 8.08501279e-02
-1.27843521e-02 1.21332501e-01 2.76142745e-01 2.05653426e-02
-2.84431903e-01 -1.03986783e-01]
[ -1.71667058e-01 1.18242196e-01 -6.72954297e-02 -2.78884294e-01
-4.21099631e-02 8.83645535e-02 -4.54858859e-02 1.00574804e-01
-1.60428927e-01 1.07153395e-01]
[ 1.04394188e-01 -9.31117399e-02 -7.58736157e-02 -3.11621055e-02
-7.20036081e-02 -3.50211206e-02 -1.21105258e-01 1.47746244e-01
-6.84142895e-02 -6.49764379e-02]
[ 1.53979996e-01 -1.13478009e-01 -1.37165814e-01 7.26743783e-04
1.31556422e-01 -6.10929031e-02 -6.90557205e-02 -1.46133108e-01
1.33067069e-01 -8.93030216e-02]
[ -1.40048789e-01 1.43740481e-01 2.43851339e-01 -5.41263990e-02
2.40328466e-01 1.09740758e-01 7.61159755e-03 -2.93729244e-01
-1.47158339e-01 -8.70869469e-02]
[ -3.27509537e-01 2.11946007e-01 2.42875604e-02 5.42722702e-03
-3.67379455e-02 -1.86451664e-01 -1.67574154e-01 2.32583273e-01
-7.55136285e-02 1.33819600e-01]
[ 1.40713670e-01 1.24627991e-01 -2.45206471e-01 -1.08015169e-01
1.03839608e-01 -2.81352704e-01 -2.87895365e-03 -1.65317799e-01
-1.65763202e-02 -1.98152715e-01]
[ 2.21403719e-01 -8.48063362e-02 6.80562650e-02 -7.71964869e-03
-6.83011690e-02 -3.76212371e-02 -8.55888724e-02 -1.38060933e-01
1.17644690e-01 -1.51715080e-01]
[ -9.98354708e-02 1.38639112e-02 1.22393604e-01 1.19043725e-01
-7.51352306e-02 -1.12227660e-01 2.04228332e-01 -7.57645075e-02
1.89592212e-01 8.75181912e-03]
[ 2.18100885e-02 -8.39912049e-02 2.16772641e-01 -2.20905110e-01
5.19155133e-02 1.09918202e-01 -4.07827658e-02 -1.10465235e-01
3.25642290e-02 2.67737526e-01]]
[[ 0.22671324]
[ 0.68993075]
[ 0.1910073 ]
[ 0.24484836]
[-1.03099043]
[-0.20205923]
[-0.7398272 ]
[-0.06329088]
[ 0.1455379 ]
[ 0.42831528]]
Progress: 3.2% ... Training loss: 0.642 ... Validation loss: 1.038[[ 9.80995325e-02 1.98557388e-01 -1.56430765e-01 3.71335861e-02
-5.56986787e-01 -1.51434144e-02 -5.38617047e-02 1.40487693e-01
-1.49527819e-01 1.39151914e-01]
[ 2.14334873e-02 1.96777673e-01 -1.65694657e-02 4.73926802e-02
6.94793011e-02 -8.93920902e-03 2.75059771e-01 4.13832633e-02
1.44261057e-01 -1.74736085e-02]
[ 2.28275731e-01 4.78336384e-01 4.67595889e-02 2.01421058e-01
-2.82500445e-01 -9.37905187e-02 -6.81923969e-01 -3.15226003e-02
1.55152052e-01 4.55730371e-01]
[ -5.95318880e-02 -4.35139675e-01 -2.60716910e-01 -6.68899945e-02
4.48333388e-01 1.95213008e-01 3.17051747e-01 5.57690537e-02
-2.47536336e-02 -3.40186117e-02]
[ 3.23642852e-04 2.34088014e-01 -1.46823921e-01 5.29251623e-02
5.50035010e-02 -1.79179120e-01 -5.05380358e-02 -1.19810939e-01
-2.03238382e-01 7.90265060e-02]
[ -3.63831598e-01 -2.75675644e-01 -2.95919491e-01 1.14618639e-01
2.03977758e-01 7.27357192e-02 3.02551615e-03 -3.00613139e-02
-3.33678627e-02 1.04546749e-02]
[ 5.25846161e-03 -7.50657780e-02 1.64489701e-02 1.18321113e-01
-2.55636245e-01 -7.92567866e-02 1.00573568e-01 -1.87869968e-01
1.89841546e-01 7.58592456e-02]
[ 1.37283046e-01 -8.36558219e-02 4.51890698e-02 -3.81854622e-02
1.40014291e-02 -5.91064884e-02 -1.18255266e-01 1.21686443e-01
8.08970955e-02 4.17284262e-02]
[ -1.56294985e-01 -1.58974244e-02 -3.03746748e-01 2.17812547e-03
-1.19726516e-01 6.95464933e-02 -2.95025841e-01 -2.23626690e-02
2.80026484e-01 -9.52625490e-02]
[ 4.12941885e-02 -1.49589529e-01 7.94105316e-02 3.96239340e-03
5.26668953e-02 -8.52781547e-02 -7.57808500e-02 -9.21894281e-02
-4.05425299e-02 1.56513753e-01]
[ -7.83742495e-02 1.38139420e-01 -4.38486963e-03 -1.60505822e-01
-2.04291328e-02 3.53914177e-02 5.16518064e-02 -9.65609907e-02
-2.24164000e-02 -1.24769986e-01]
[ -4.81354529e-02 1.54327466e-01 -4.11051451e-02 6.83576674e-02
8.17255813e-02 6.74408336e-02 -1.94464999e-01 -1.59976122e-02
-1.08088896e-01 -1.09368648e-01]
[ -1.55526240e-01 7.44339350e-03 6.26751934e-02 2.38845963e-02
-1.77575545e-01 -2.20528165e-01 -1.82166703e-01 -1.96911553e-01
8.88657078e-02 1.76541033e-01]
[ -2.04974574e-01 -8.90542842e-02 1.23741958e-01 2.78448917e-01
-1.67259869e-01 -8.46156838e-02 -1.64526622e-01 -2.53939423e-01
-2.02047716e-01 2.39276850e-02]
[ 1.06203281e-01 -4.25933637e-02 -2.41364030e-02 9.67217626e-02
2.41528407e-02 -7.02330955e-02 1.09663303e-01 6.29264606e-03
1.42153930e-02 5.41338221e-03]
[ 9.68818368e-03 -9.16714606e-02 -2.24842300e-01 1.11225416e-01
3.14889003e-02 1.10442166e-01 -2.53192873e-02 -1.63824460e-02
-1.24766995e-01 -4.25247298e-02]
[ -1.25961890e-01 -3.93553943e-02 -2.04910832e-01 1.52162667e-01
-6.73301555e-02 1.35098273e-01 2.18064752e-03 -2.50806999e-01
6.04578805e-02 -2.01035760e-01]
[ -7.77886740e-02 -4.34062029e-02 2.72875176e-01 9.28323622e-02
1.13275736e-01 -5.70482307e-02 -1.31938583e-01 1.23031898e-01
6.28014611e-02 2.99128735e-02]
[ 8.86015850e-02 1.28339241e-01 1.09286581e-01 1.41969784e-01
-1.44374987e-01 -5.10546237e-02 1.18953827e-01 1.15470740e-01
-2.71512937e-03 6.60728752e-03]
[ 2.54305522e-02 -7.72725948e-02 -2.77212381e-01 -2.08922894e-02
1.37186889e-01 -1.08525254e-01 9.73934906e-02 1.60875059e-01
1.22934678e-01 7.55172088e-03]
[ 5.45525822e-02 5.23807122e-02 -1.19143446e-01 4.29221833e-02
-1.24286052e-01 3.26995585e-01 2.10747427e-01 2.06114653e-01
-1.69319969e-01 -4.30576553e-02]
[ -2.99318227e-03 -4.25148254e-02 1.12745186e-01 9.55954233e-02
6.65012190e-03 1.20939125e-01 -2.07141170e-01 -3.45921655e-02
1.99628507e-01 7.54586232e-02]
[ 9.82079494e-02 5.82633594e-02 -5.62006656e-02 -1.17500119e-01
-7.80492428e-02 -3.21578706e-01 1.25247489e-01 1.07100975e-02
1.33777568e-01 7.51514904e-02]
[ -9.77715007e-02 2.39411001e-02 -1.46977196e-02 2.32217206e-02
1.28807766e-02 -2.02053107e-01 -9.15175249e-02 -1.92431649e-02
1.48023497e-02 1.30738628e-01]
[ -1.30832707e-01 -1.35405231e-02 -1.91427789e-01 1.47998890e-02
-3.04538800e-01 -9.23566214e-03 -5.73381891e-02 -2.13929676e-02
1.85527991e-02 8.42653604e-02]
[ 6.17915397e-02 2.07712430e-01 -2.50832045e-02 -9.50274312e-04
9.17917541e-02 2.15326307e-01 2.35562522e-01 1.08309378e-01
-8.81615962e-02 -2.18945672e-01]
[ 9.54020980e-02 -1.78353251e-02 3.15725991e-02 8.08673141e-02
1.29984874e-01 2.64400735e-02 1.28692371e-01 8.50462512e-02
1.40326734e-01 -1.91155527e-01]
[ 1.07827026e-01 -1.09287935e-01 1.01318583e-02 2.48142745e-02
2.16927163e-01 -4.12454125e-02 1.38535366e-01 4.23905177e-02
-2.64856314e-01 -5.45835178e-02]
[ -4.50735912e-02 -2.21290820e-01 5.65203768e-02 -3.43758139e-02
1.94528369e-01 -1.68999479e-01 2.10839639e-01 -8.83679688e-02
5.55390520e-02 2.66041759e-01]
[ -1.78040289e-01 -5.04741664e-02 1.13767569e-01 9.70840418e-02
4.37783685e-01 7.16978351e-02 4.41977789e-02 4.14680844e-02
1.66990307e-02 3.63670924e-02]
[ -5.04132036e-02 1.47302303e-01 3.28727606e-01 -3.71145821e-02
-3.35324874e-02 -1.38651225e-01 2.05211636e-01 7.40338937e-03
-1.03135330e-01 2.02427417e-01]
[ -4.84567632e-02 1.55329997e-02 -1.39816906e-01 7.38232411e-03
1.24838302e-01 -2.76041221e-01 -7.56716425e-02 1.68017074e-01
7.00875587e-02 3.45350214e-03]
[ 6.66160366e-02 9.84355379e-02 1.37017432e-01 -1.55268158e-01
1.58067201e-01 8.70398495e-02 1.14650528e-02 2.90973834e-01
2.80454079e-02 8.94733078e-02]
[ 2.20354127e-01 -5.18350281e-02 -1.54697604e-01 1.44415705e-01
-3.83771244e-01 -1.96145962e-01 -6.44379486e-02 1.91194607e-01
2.55903130e-01 -2.58774477e-01]
[ 3.57976750e-02 1.10651577e-01 2.44535081e-01 2.35354687e-01
6.46707583e-03 -1.82300004e-01 -1.28022100e-01 -1.29218260e-01
-1.49855195e-01 -3.05365969e-01]
[ 5.46813503e-02 3.35679420e-02 -1.01002335e-01 -1.05730580e-02
1.07932996e-01 2.30859121e-02 -9.42300533e-02 -1.85094014e-01
6.75670509e-02 2.55428966e-01]
[ -1.01543109e-02 -8.23209242e-02 -7.00807312e-02 -6.57992688e-02
3.74055319e-02 -1.67687842e-01 1.20804486e-01 9.66702343e-03
2.63394482e-02 -5.34422735e-03]
[ 1.19956342e-03 -1.72278004e-02 2.31787330e-01 3.54755308e-02
-1.01566015e-01 -1.14785067e-01 2.04904410e-01 4.08541956e-02
-2.15249919e-01 7.13571215e-02]
[ 3.72673881e-02 -6.74025709e-02 9.22591480e-02 -4.15257363e-02
-8.53254063e-02 9.04962748e-02 1.73098659e-01 -2.71061966e-01
-5.42747638e-02 -1.37227359e-01]
[ -3.38625729e-02 1.61340217e-02 7.53539335e-02 -6.31636358e-02
7.15970385e-02 1.93933124e-01 1.67016232e-01 1.17288330e-01
-4.66834506e-02 1.48435712e-01]
[ 2.30818769e-01 7.48211535e-02 3.50561658e-02 9.49816227e-02
3.73611633e-03 -2.78536952e-02 -1.75837569e-01 1.46977143e-01
-4.37061971e-02 1.24795441e-03]
[ -4.21804843e-02 -2.48665615e-01 -2.72837479e-02 -7.75241894e-02
-3.37987676e-02 -6.85321447e-02 3.18452068e-02 4.54007598e-02
3.37996230e-02 7.12444914e-02]
[ -1.72518069e-01 9.64501554e-02 4.33604875e-03 1.25549311e-01
-2.26858693e-01 -1.76697146e-01 -1.57472005e-01 -6.06043267e-02
6.17467351e-02 1.93620857e-02]
[ -9.14933920e-03 9.23101414e-02 -4.42525571e-02 1.61346888e-01
-4.44540926e-03 4.77443195e-02 3.72757023e-02 1.65023491e-01
1.39219165e-03 2.21844041e-01]
[ 1.81799218e-01 7.94012927e-02 1.99756161e-01 2.50628133e-02
-3.99566072e-03 1.40891642e-01 3.41471153e-02 1.69318265e-01
1.50166366e-01 -5.71679095e-02]
[ -1.08679586e-01 1.17641014e-01 2.22741818e-01 -3.66186043e-02
1.40251022e-01 1.55963948e-01 1.38800020e-02 -1.28423996e-02
-7.31683658e-02 -6.04427407e-03]
[ -1.03189586e-01 -2.33172320e-02 2.21522420e-02 8.06475192e-02
-1.19360259e-02 1.21505162e-01 2.76744860e-01 2.06197260e-02
-2.84555130e-01 -1.04337804e-01]
[ -1.71695965e-01 1.18127083e-01 -6.73258143e-02 -2.78922220e-01
-4.19515399e-02 8.83965746e-02 -4.53677479e-02 1.00585106e-01
-1.60451175e-01 1.07083563e-01]
[ 1.04002526e-01 -9.42936419e-02 -7.62033344e-02 -3.15975538e-02
-7.03715492e-02 -3.46701497e-02 -1.19890592e-01 1.47859892e-01
-6.86759520e-02 -6.57294823e-02]
[ 1.53574071e-01 -1.14637331e-01 -1.37491948e-01 2.78159880e-04
1.33432254e-01 -6.07264143e-02 -6.77108526e-02 -1.46012073e-01
1.32809669e-01 -9.00139353e-02]
[ -1.40533628e-01 1.42221954e-01 2.43448586e-01 -5.46608408e-02
2.42351803e-01 1.10172511e-01 9.26052445e-03 -2.93592205e-01
-1.47462924e-01 -8.80428747e-02]
[ -3.28155208e-01 2.10537945e-01 2.37428291e-02 4.77263476e-03
-3.40701926e-02 -1.85906433e-01 -1.65606122e-01 2.32755015e-01
-7.59296758e-02 1.32817673e-01]
[ 1.40903561e-01 1.24926592e-01 -2.45002343e-01 -1.07825278e-01
1.03283610e-01 -2.81478308e-01 -3.49127518e-03 -1.65377982e-01
-1.64333839e-02 -1.97821009e-01]
[ 2.20875843e-01 -8.64668357e-02 6.75745084e-02 -8.34313672e-03
-6.60732804e-02 -3.71234162e-02 -8.41077568e-02 -1.37895207e-01
1.17268349e-01 -1.52744765e-01]
[ -9.95203680e-02 1.48732062e-02 1.22682992e-01 1.19377729e-01
-7.61253285e-02 -1.12506623e-01 2.03151063e-01 -7.58513187e-02
1.89770791e-01 9.40087891e-03]
[ 2.18552602e-02 -8.43016090e-02 2.16818444e-01 -2.20838801e-01
5.23522211e-02 1.09880426e-01 -4.03441924e-02 -1.10485575e-01
3.25897339e-02 2.67547196e-01]]
[[ 0.21577772]
[ 0.68064427]
[ 0.17753295]
[ 0.23234401]
[-1.04814817]
[-0.21659786]
[-0.75622042]
[-0.07475462]
[ 0.13299511]
[ 0.41499889]]
Progress: 3.2% ... Training loss: 0.635 ... Validation loss: 1.074[[ 9.88663366e-02 1.99199657e-01 -1.55782311e-01 3.78538812e-02
-5.57962513e-01 -1.58563306e-02 -5.48981879e-02 1.40204250e-01
-1.49038556e-01 1.40421361e-01]
[ 2.14334873e-02 1.96777673e-01 -1.65694657e-02 4.73926802e-02
6.94793011e-02 -8.93920902e-03 2.75059771e-01 4.13832633e-02
1.44261057e-01 -1.74736085e-02]
[ 2.27129758e-01 4.73084199e-01 4.55935589e-02 1.99794533e-01
-2.73910619e-01 -9.24275279e-02 -6.77395012e-01 -3.10528010e-02
1.54341930e-01 4.53371284e-01]
[ -6.08864230e-02 -4.37651369e-01 -2.61684173e-01 -6.80825389e-02
4.51539443e-01 1.96425673e-01 3.20039420e-01 5.61883175e-02
-2.55589838e-02 -3.58093082e-02]
[ 1.08882165e-03 2.35746713e-01 -1.46210321e-01 5.37438779e-02
5.19147755e-02 -1.80000282e-01 -5.26186143e-02 -1.20080451e-01
-2.02734473e-01 8.02705741e-02]
[ -3.63813509e-01 -2.75701814e-01 -2.95872405e-01 1.14656853e-01
2.04222062e-01 7.26879866e-02 3.29814410e-03 -3.00852814e-02
-3.33272270e-02 1.05091840e-02]
[ 5.58064017e-03 -7.47796690e-02 1.67215795e-02 1.18630948e-01
-2.55837515e-01 -7.96041817e-02 9.98541548e-02 -1.87984495e-01
1.90037226e-01 7.63075930e-02]
[ 1.35862027e-01 -8.87447459e-02 4.39054380e-02 -3.98923534e-02
2.19239562e-02 -5.75689158e-02 -1.13141752e-01 1.22206223e-01
7.99766443e-02 3.91085954e-02]
[ -1.56326914e-01 -1.59461302e-02 -3.03776671e-01 2.16644338e-03
-1.19600174e-01 6.95507436e-02 -2.95109371e-01 -2.23581282e-02
2.80021432e-01 -9.51973004e-02]
[ 3.98336735e-02 -1.55114090e-01 7.81165996e-02 2.17789677e-03
6.21300231e-02 -8.37456073e-02 -7.00914412e-02 -9.16622063e-02
-4.14899279e-02 1.53788072e-01]
[ -7.78742770e-02 1.39285951e-01 -3.96536095e-03 -1.59944242e-01
-2.23726261e-02 3.48590160e-02 5.00211292e-02 -9.67522846e-02
-2.20718620e-02 -1.23802948e-01]
[ -4.82875900e-02 1.53827806e-01 -4.12245810e-02 6.82100599e-02
8.22978493e-02 6.75873830e-02 -1.93940531e-01 -1.59477137e-02
-1.08175224e-01 -1.09661732e-01]
[ -1.55526240e-01 7.44339350e-03 6.26751934e-02 2.38845963e-02
-1.77575545e-01 -2.20528165e-01 -1.82166703e-01 -1.96911553e-01
8.88657078e-02 1.76541033e-01]
[ -2.04990890e-01 -8.91618986e-02 1.23745084e-01 2.78459348e-01
-1.67217120e-01 -8.46169743e-02 -1.64404255e-01 -2.53943776e-01
-2.02043185e-01 2.39131934e-02]
[ 1.06014235e-01 -4.31490848e-02 -2.42912770e-02 9.65169184e-02
2.50233730e-02 -7.00457463e-02 1.10299138e-01 6.35815754e-03
1.41042174e-02 5.06322862e-03]
[ 9.65769014e-03 -9.17773531e-02 -2.24849022e-01 1.11178225e-01
3.20342158e-02 1.10454426e-01 -2.49125557e-02 -1.63771997e-02
-1.24780127e-01 -4.26010670e-02]
[ -1.26067840e-01 -3.96568102e-02 -2.04996424e-01 1.52053678e-01
-6.66599685e-02 1.35208178e-01 2.57915070e-03 -2.50770673e-01
6.03993928e-02 -2.01268219e-01]
[ -7.77774087e-02 -4.32833025e-02 2.72888050e-01 9.28374328e-02
1.13498098e-01 -5.70469657e-02 -1.31825182e-01 1.23026590e-01
6.28059945e-02 2.99128272e-02]
[ 8.91353982e-02 1.28989756e-01 1.09728119e-01 1.42505116e-01
-1.45800021e-01 -5.16164063e-02 1.17450732e-01 1.15281798e-01
-2.38333261e-03 7.48031597e-03]
[ 2.44322260e-02 -8.06131750e-02 -2.78097323e-01 -2.20672143e-02
1.42426842e-01 -1.07457933e-01 1.00694614e-01 1.61237273e-01
1.22281852e-01 5.83333392e-03]
[ 5.40273091e-02 5.07610312e-02 -1.19620301e-01 4.23038153e-02
-1.21646575e-01 3.27561389e-01 2.12436429e-01 2.06310115e-01
-1.69671762e-01 -4.40082766e-02]
[ -2.95002964e-03 -4.26821388e-02 1.12768413e-01 9.56242575e-02
6.75401562e-03 1.20902320e-01 -2.07083988e-01 -3.46069747e-02
1.99671189e-01 7.54697926e-02]
[ 9.82506905e-02 5.83211174e-02 -5.61717019e-02 -1.17458302e-01
-7.81398008e-02 -3.21632714e-01 1.25170607e-01 1.06941038e-02
1.33798319e-01 7.52723352e-02]
[ -9.77258759e-02 2.42049841e-02 -1.46567532e-02 2.32990836e-02
1.25413299e-02 -2.02118802e-01 -9.18201900e-02 -1.92661723e-02
1.48473505e-02 1.30892538e-01]
[ -1.30756578e-01 -1.33150526e-02 -1.91363357e-01 1.48848342e-02
-3.04926329e-01 -9.31329126e-03 -5.75964920e-02 -2.14194876e-02
1.86017318e-02 8.43971772e-02]
[ 6.13835968e-02 2.06442672e-01 -2.54198365e-02 -1.39763759e-03
9.37532437e-02 2.15747939e-01 2.36953733e-01 1.08452843e-01
-8.84174709e-02 -2.19732069e-01]
[ 9.47374822e-02 -1.98910073e-02 3.10182268e-02 8.01359856e-02
1.33044735e-01 2.71245382e-02 1.30951266e-01 8.52777873e-02
1.39923332e-01 -1.92418700e-01]
[ 1.07306988e-01 -1.10940120e-01 9.68085620e-03 2.42166372e-02
2.19579971e-01 -4.07140052e-02 1.40357983e-01 4.25835303e-02
-2.65197095e-01 -5.55884001e-02]
[ -4.58028079e-02 -2.23523617e-01 5.59080847e-02 -3.51738435e-02
1.98142464e-01 -1.68274699e-01 2.13422826e-01 -8.81137403e-02
5.50898129e-02 2.64754956e-01]
[ -1.78215155e-01 -5.09946728e-02 1.13612592e-01 9.68829632e-02
4.38647517e-01 7.18853405e-02 4.48131209e-02 4.15320782e-02
1.65853209e-02 3.60123367e-02]
[ -5.12307259e-02 1.44751126e-01 3.28058012e-01 -3.80124058e-02
-2.96338365e-02 -1.37840787e-01 2.07992061e-01 7.68062650e-03
-1.03640589e-01 2.01063151e-01]
[ -4.87199663e-02 1.47110141e-02 -1.40025109e-01 7.09912468e-03
1.26035008e-01 -2.75794971e-01 -7.48132068e-02 1.68108389e-01
6.99288594e-02 2.96646266e-03]
[ 6.69620418e-02 9.95620547e-02 1.37313786e-01 -1.54880827e-01
1.56334808e-01 8.66913654e-02 1.02096550e-02 2.90847515e-01
2.82701195e-02 9.01868912e-02]
[ 2.20918287e-01 -5.01544919e-02 -1.54212946e-01 1.45049083e-01
-3.86134762e-01 -1.96740788e-01 -6.64790527e-02 1.90991600e-01
2.56240313e-01 -2.57655854e-01]
[ 3.58513130e-02 1.10800860e-01 2.44578667e-01 2.35405635e-01
6.24306934e-03 -1.82349092e-01 -1.28226191e-01 -1.29232269e-01
-1.49823674e-01 -3.05269487e-01]
[ 5.45115158e-02 3.30835740e-02 -1.01158700e-01 -1.07726639e-02
1.08798180e-01 2.32680095e-02 -9.38031562e-02 -1.85029879e-01
6.74519346e-02 2.55148280e-01]
[ -1.03711274e-02 -8.28438586e-02 -7.02724469e-02 -6.60360926e-02
3.82209584e-02 -1.67495299e-01 1.21265772e-01 9.74764030e-03
2.62010581e-02 -5.65975719e-03]
[ 1.45685043e-03 -1.62873663e-02 2.32000785e-01 3.57516399e-02
-1.02578612e-01 -1.15058550e-01 2.03918267e-01 4.07694622e-02
-2.15106273e-01 7.18722719e-02]
[ 3.70911918e-02 -6.78423442e-02 9.21094458e-02 -4.17237121e-02
-8.44378930e-02 9.06847861e-02 1.73417981e-01 -2.70996135e-01
-5.43922135e-02 -1.37505409e-01]
[ -3.40786229e-02 1.56076435e-02 7.51746529e-02 -6.33957732e-02
7.25875784e-02 1.94141475e-01 1.67599094e-01 1.17364021e-01
-4.68147474e-02 1.48076671e-01]
[ 2.30623502e-01 7.42471185e-02 3.48770771e-02 9.47532794e-02
4.65291508e-03 -2.76406248e-02 -1.75314959e-01 1.47052712e-01
-4.38409248e-02 8.63248441e-04]
[ -4.20715057e-02 -2.48378324e-01 -2.72024443e-02 -7.74158813e-02
-3.40298006e-02 -6.86278689e-02 3.16170385e-02 4.53607938e-02
3.38675883e-02 7.14188079e-02]
[ -1.71570210e-01 9.87020177e-02 5.14198259e-03 1.26541614e-01
-2.30478985e-01 -1.77590057e-01 -1.59570457e-01 -6.09427218e-02
6.23513341e-02 2.09089350e-02]
[ -7.82834699e-03 9.53052140e-02 -4.31887241e-02 1.62754065e-01
-9.56201095e-03 4.63853696e-02 3.36229231e-02 1.64543180e-01
2.25474106e-03 2.24063540e-01]
[ 1.82204778e-01 8.03799174e-02 2.00085303e-01 2.54891733e-02
-5.60176745e-03 1.40494177e-01 3.27969202e-02 1.69177383e-01
1.50416709e-01 -5.64124892e-02]
[ -1.08646180e-01 1.17833795e-01 2.22785423e-01 -3.65559994e-02
1.39987395e-01 1.55908467e-01 1.36716726e-02 -1.28606029e-02
-7.31381782e-02 -5.93125947e-03]
[ -1.03228556e-01 -2.34491553e-02 2.21229602e-02 8.06109252e-02
-1.18090808e-02 1.21548109e-01 2.76863983e-01 2.06344217e-02
-2.84577687e-01 -1.04420077e-01]
[ -1.71952319e-01 1.17389061e-01 -6.75404722e-02 -2.79209816e-01
-4.08482035e-02 8.86637820e-02 -4.45337019e-02 1.00675400e-01
-1.60610543e-01 1.06603695e-01]
[ 1.03698855e-01 -9.52522080e-02 -7.64718980e-02 -3.19370602e-02
-6.90626570e-02 -3.43582460e-02 -1.18858992e-01 1.47969924e-01
-6.88719772e-02 -6.63066773e-02]
[ 1.53783402e-01 -1.14207870e-01 -1.37324676e-01 4.74278067e-04
1.33132739e-01 -6.09035877e-02 -6.80910652e-02 -1.46085414e-01
1.32958163e-01 -8.97106121e-02]
[ -1.39228620e-01 1.44609377e-01 2.44503973e-01 -5.33258358e-02
2.37946380e-01 1.08906763e-01 5.98905655e-03 -2.94056128e-01
-1.46637418e-01 -8.59350746e-02]
[ -3.28540388e-01 2.09521094e-01 2.34332478e-02 4.37415240e-03
-3.19101661e-02 -1.85544428e-01 -1.64316109e-01 2.32865544e-01
-7.61382377e-02 1.32201958e-01]
[ 1.40366375e-01 1.23289847e-01 -2.45482926e-01 -1.08460760e-01
1.05762019e-01 -2.80935851e-01 -1.70683634e-03 -1.65172825e-01
-1.67969557e-02 -1.98854513e-01]
[ 2.20652762e-01 -8.69521398e-02 6.73866141e-02 -8.59070426e-03
-6.50243935e-02 -3.69122288e-02 -8.36401330e-02 -1.37810717e-01
1.17104705e-01 -1.53178794e-01]
[ -1.00054524e-01 1.33685224e-02 1.22236681e-01 1.18811174e-01
-7.36074829e-02 -1.11999931e-01 2.04771708e-01 -7.56644890e-02
1.89441521e-01 8.52946022e-03]
[ 2.09078444e-02 -8.73525988e-02 2.16026296e-01 -2.21892363e-01
5.69438935e-02 1.10847700e-01 -3.72720334e-02 -1.10149490e-01
3.19915933e-02 2.66039013e-01]]
[[ 0.20194404]
[ 0.67389532]
[ 0.16762797]
[ 0.22391363]
[-1.06475858]
[-0.22669513]
[-0.76651493]
[-0.08691902]
[ 0.12054664]
[ 0.39988417]]
Progress: 3.3% ... Training loss: 0.637 ... Validation loss: 1.110[[ 0.1012469 0.20596774 -0.15371444 0.04062672 -0.56696328 -0.01851349
-0.06173569 0.13912808 -0.14753672 0.14513099]
[ 0.0215403 0.19705315 -0.01648895 0.04750122 0.06901779 -0.0090481
0.27469897 0.04134112 0.14431257 -0.01728568]
[ 0.22951482 0.480588 0.0476895 0.2025456 -0.28343246 -0.09512877
-0.6844341 -0.03210122 0.15584827 0.45812874]
[-0.06186886 -0.4399776 -0.26252059 -0.06894477 0.45333045 0.19725412
0.3211541 0.0565265 -0.026106 -0.03736624]
[ 0.00103616 0.23470459 -0.14645814 0.0534085 0.05278607 -0.17959605
-0.05108479 -0.11994117 -0.20282136 0.07977113]
[-0.36346831 -0.27480579 -0.2955679 0.11511092 0.20245568 0.07224421
0.00220892 -0.03026179 -0.03310104 0.01111692]
[ 0.0059752 -0.07376833 0.01707726 0.11907633 -0.25676174 -0.07997304
0.0985805 -0.18814378 0.19027864 0.07716145]
[ 0.13707097 -0.08484167 0.04496901 -0.0384168 0.01688063 -0.05904755
-0.11699374 0.12164585 0.08076954 0.04156071]
[-0.15553959 -0.01398399 -0.30312353 0.00299667 -0.12235378 0.0687499
-0.2966991 -0.02268754 0.28046203 -0.09377691]
[ 0.04115086 -0.15205084 0.07926811 0.0035934 0.05852556 -0.08508368
-0.07240942 -0.09222455 -0.04068614 0.15611117]
[-0.07601613 0.14563793 -0.00239541 -0.15769642 -0.03151199 0.03260875
0.04271153 -0.09760604 -0.02092329 -0.11991378]
[-0.0487269 0.15218516 -0.04156915 0.06775198 0.08455415 0.06808361
-0.19211756 -0.0157572 -0.10842649 -0.11053989]
[-0.15552624 0.00744339 0.06267519 0.0238846 -0.17757554 -0.22052817
-0.1821667 -0.19691155 0.08886571 0.17654103]
[-0.20486442 -0.08874117 0.12389079 0.27866942 -0.16800585 -0.08481617
-0.1649343 -0.2540258 -0.20194904 0.02421853]
[ 0.10623254 -0.04254696 -0.02410954 0.09675721 0.02381638 -0.07028665
0.10959479 0.00626302 0.01423509 0.0054675 ]
[ 0.0095073 -0.0924021 -0.22499861 0.11101145 0.03304167 0.11061605
-0.0242091 -0.0163098 -0.12487054 -0.04299123]
[-0.12565299 -0.03857677 -0.20466313 0.15249418 -0.06821994 0.13479741
0.00116036 -0.25092361 0.06064178 -0.20045547]
[-0.07744959 -0.04238339 0.27316921 0.09318643 0.1121449 -0.05738328
-0.13288687 0.1228821 0.06300475 0.03051673]
[ 0.08874314 0.12784414 0.1094437 0.14211553 -0.14349281 -0.05118668
0.11888482 0.11543367 -0.00260254 0.00686499]
[ 0.02477263 -0.0793962 -0.27782025 -0.02165035 0.1405119 -0.10786095
0.09946371 0.16106594 0.12250729 0.00650248]
[ 0.05525916 0.05473539 -0.11853207 0.04376967 -0.12689273 0.3260772
0.20826231 0.20576805 -0.16889386 -0.04157666]
[-0.00257084 -0.04206792 0.11306742 0.09600828 0.00606886 0.12055319
-0.20715549 -0.03476157 0.19989784 0.0761282 ]
[ 0.09837548 0.05870105 -0.05606344 -0.11732025 -0.07859653 -0.32178081
0.12477834 0.01063757 0.13385684 0.0755126 ]
[-0.09753581 0.02478684 -0.01450245 0.02350029 0.01156811 -0.20231363
-0.0924614 -0.01934395 0.01494856 0.1312509 ]
[-0.13083165 -0.01354224 -0.19142121 0.01480057 -0.30454343 -0.00923031
-0.05731376 -0.02138744 0.01855657 0.08425272]
[ 0.06112924 0.20553891 -0.02564457 -0.00170334 0.09509622 0.21606039
0.23797341 0.10857161 -0.08858057 -0.22026573]
[ 0.09447626 -0.02073546 0.03080168 0.07986292 0.1343968 0.02741081
0.13193347 0.08539115 0.13977103 -0.19292937]
[ 0.10718158 -0.11135491 0.00957525 0.0240719 0.22025496 -0.04056856
0.14083273 0.0426398 -0.26527398 -0.05581612]
[-0.04615676 -0.224711 0.05559115 -0.0355969 0.20009123 -0.1678484
0.21478348 -0.08795317 0.05486928 0.2640393 ]
[-0.17859361 -0.05222161 0.11330444 0.09646739 0.44043961 0.07230744
0.04621674 0.04169318 0.01636877 0.0352746 ]
[-0.05176867 0.14294692 0.32761884 -0.0386279 -0.02678525 -0.13723494
0.20999427 0.00791028 -0.103967 0.200096 ]
[-0.04871641 0.01472116 -0.14002215 0.00710301 0.12601617 -0.27579894
-0.0748263 0.16810687 0.06993089 0.00297327]
[ 0.06708989 0.09999919 0.13742577 -0.15472252 0.1556796 0.08653243
0.00975197 0.29078914 0.02835333 0.09042127]
[ 0.22207748 -0.04602421 -0.15318479 0.14643745 -0.39134367 -0.19813176
-0.07112547 0.19047267 0.25695081 -0.25513957]
[ 0.0363171 0.11228105 0.24499139 0.23601881 0.0037733 -0.18296966
-0.13002519 -0.12947385 -0.14952025 -0.3043582 ]
[ 0.05442455 0.03285709 -0.10122737 -0.01086054 0.10918952 0.02334906
-0.0935686 -0.1849969 0.0674062 0.2550187 ]
[-0.01049668 -0.08332476 -0.07036907 -0.06617887 0.03888554 -0.16735745
0.12176836 0.00980251 0.02612294 -0.00591431]
[ 0.00127132 -0.01673346 0.23185446 0.03556481 -0.10179713 -0.11488497
0.2044838 0.04084818 -0.21521514 0.07157679]
[ 0.0372992 -0.06714381 0.0922891 -0.04148708 -0.08548275 0.09044172
0.17270022 -0.271092 -0.0542757 -0.13707532]
[-0.03417121 0.01533379 0.07509274 -0.06350304 0.0729637 0.19425023
0.16794882 0.11740734 -0.04687191 0.14789627]
[ 0.23069289 0.07454136 0.03497494 0.09487737 0.00441555 -0.02776776
-0.17543037 0.14700524 -0.04377237 0.00102517]
[-0.04143044 -0.24644307 -0.0266696 -0.07669299 -0.03698292 -0.06932584
0.02958022 0.04508702 0.03424277 0.07261476]
[-0.16998709 0.10278827 0.00641739 0.12823065 -0.23664842 -0.17916565
-0.16379345 -0.06159543 0.06329776 0.02380543]
[-0.0071752 0.09716718 -0.04262147 0.16347345 -0.01254786 0.04566978
0.03164223 0.16425528 0.0026622 0.22511976]
[ 0.18263354 0.08165208 0.20042746 0.02596299 -0.00740411 0.14001421
0.03142353 0.1689952 0.15066927 -0.05560714]
[-0.10862354 0.11788487 0.2228027 -0.03653254 0.1398762 0.15588336
0.01360099 -0.01286997 -0.07312456 -0.00589623]
[-0.10321476 -0.02339678 0.02213428 0.08063677 -0.01194266 0.12152463
0.27679277 0.0206242 -0.2845661 -0.10437688]
[-0.17208736 0.11697225 -0.06765123 -0.27936234 -0.04018363 0.08881643
-0.04411291 0.10073344 -0.16069065 0.10638511]
[ 0.10359559 -0.09556358 -0.07655919 -0.03205583 -0.06859728 -0.0342403
-0.11847474 0.14801658 -0.06893617 -0.0664944 ]
[ 0.15428198 -0.11286097 -0.13682961 0.00106779 0.13142563 -0.06146015
-0.06900877 -0.14632856 0.13328804 -0.08873146]
[-0.1389948 0.14514264 0.24468578 -0.05310931 0.23696941 0.1086879
0.00529004 -0.29413581 -0.14651913 -0.08551223]
[-0.32881308 0.20870087 0.02324865 0.00414688 -0.03061081 -0.18535488
-0.16327445 0.23295653 -0.07627996 0.13182205]
[ 0.14213693 0.12832866 -0.2439796 -0.10642298 0.09875124 -0.28288372
-0.00704375 -0.16596302 -0.01569197 -0.19550578]
[ 0.2205156 -0.08741749 0.06726484 -0.00875969 -0.06418783 -0.03676651
-0.08320371 -0.13774547 0.11700931 -0.15346557]
[-0.09960327 0.01493519 0.1225806 0.11935206 -0.07541296 -0.1124972
0.20305575 -0.07585267 0.18971427 0.00939001]
[ 0.02109951 -0.0867801 0.21618546 -0.22167956 0.05582078 0.11064088
-0.03788513 -0.1102301 0.0321039 0.2664285 ]]
[[ 0.23751505]
[ 0.7130984 ]
[ 0.19246273]
[ 0.25821641]
[-1.05051965]
[-0.2023987 ]
[-0.74870504]
[-0.05782615]
[ 0.15533358]
[ 0.43275383]]
Progress: 3.4% ... Training loss: 0.638 ... Validation loss: 1.017[[ 0.10195411 0.2073758 -0.15325606 0.04121137 -0.5679987 -0.0189489
-0.0626436 0.13897801 -0.1471529 0.14580011]
[ 0.02153078 0.19701973 -0.01649794 0.04748897 0.06906602 -0.00903852
0.27472953 0.04134373 0.1443056 -0.01730272]
[ 0.23020272 0.48130011 0.04813699 0.20301334 -0.28397448 -0.09553103
-0.6850878 -0.03222773 0.15619388 0.458838 ]
[-0.06254043 -0.44140446 -0.26301753 -0.06947088 0.45363445 0.19779469
0.32246701 0.05668721 -0.02648004 -0.03854252]
[ 0.00168333 0.23643939 -0.14587751 0.05409925 0.0503173 -0.18019801
-0.05285602 -0.12010696 -0.20239377 0.0807426 ]
[-0.36353323 -0.27512403 -0.29570446 0.11504764 0.20275772 0.07228397
0.00234347 -0.03025086 -0.03314051 0.01089233]
[ 0.00623981 -0.07350844 0.0172332 0.11921609 -0.25581389 -0.08012099
0.09879327 -0.18820124 0.19038731 0.07732112]
[ 0.13616411 -0.08797861 0.04417082 -0.03951762 0.02115656 -0.05820812
-0.11378906 0.12188825 0.08015688 0.03971557]
[-0.15570109 -0.01429733 -0.30324008 0.00285132 -0.12170208 0.0688679
-0.29621033 -0.02264975 0.28035512 -0.0940603 ]
[ 0.0400904 -0.15558222 0.07826395 0.00221948 0.06525941 -0.08406306
-0.0680895 -0.09193267 -0.04146598 0.15370874]
[-0.07612217 0.14532787 -0.00247729 -0.15780146 -0.03111236 0.03268638
0.0430164 -0.09759153 -0.02099492 -0.12008947]
[-0.04842908 0.15251796 -0.04137847 0.06806124 0.08359817 0.06783459
-0.19270156 -0.01582992 -0.10822538 -0.11015524]
[-0.15552624 0.00744339 0.06267519 0.0238846 -0.17757554 -0.22052817
-0.1821667 -0.19691155 0.08886571 0.17654103]
[-0.2049463 -0.08897498 0.12380316 0.27857869 -0.16759329 -0.08472415
-0.16466623 -0.25400943 -0.20199626 0.02404589]
[ 0.1060421 -0.04298153 -0.02426598 0.09656061 0.02460732 -0.07016958
0.11009038 0.00630627 0.01411894 0.00513702]
[ 0.00961722 -0.0920583 -0.22491394 0.11112952 0.03255447 0.11052978
-0.02464488 -0.01633545 -0.12481031 -0.04276443]
[-0.12557865 -0.03843494 -0.20461377 0.15253029 -0.06803055 0.13474685
0.001111 -0.25093618 0.06067698 -0.20038574]
[-0.07669932 -0.04044671 0.27373488 0.0939394 0.1102437 -0.05796763
-0.13448627 0.12269402 0.06346643 0.03159105]
[ 0.0881791 0.12590647 0.10896192 0.14143155 -0.14107789 -0.05067251
0.1208399 0.11558479 -0.0030069 0.00586529]
[ 0.02484976 -0.07947474 -0.27777774 -0.02160687 0.14049472 -0.10790145
0.09946911 0.16105894 0.12255736 0.00645734]
[ 0.05474676 0.05305634 -0.11896168 0.04318707 -0.12451005 0.32651929
0.21002837 0.20589224 -0.16923933 -0.0425667 ]
[-0.00287609 -0.04285335 0.11281778 0.09567002 0.00746727 0.12082298
-0.20619674 -0.0346832 0.19968847 0.07560398]
[ 0.09783852 0.05726401 -0.05648825 -0.11788511 -0.07634322 -0.32134347
0.12637242 0.0107656 0.13352269 0.07456507]
[-0.0975074 0.02488322 -0.0144751 0.02353397 0.01142438 -0.20234293
-0.09255508 -0.01935113 0.01496896 0.1313027 ]
[-0.13054944 -0.01298346 -0.19125625 0.0151036 -0.30565882 -0.00946258
-0.05813781 -0.02145464 0.01873535 0.08464636]
[ 0.06112924 0.20553891 -0.02564457 -0.00170334 0.09509622 0.21606039
0.23797341 0.10857161 -0.08858057 -0.22026573]
[ 0.09395717 -0.0223089 0.03036811 0.07928146 0.13669398 0.02786041
0.13355877 0.0855182 0.13943827 -0.19386981]
[ 0.10675819 -0.11252307 0.00923215 0.02361538 0.22180725 -0.0402169
0.14211926 0.04273919 -0.2655528 -0.05658857]
[-0.04693204 -0.22688783 0.05495874 -0.03646106 0.20358172 -0.16721086
0.21722242 -0.08776173 0.05436324 0.26271049]
[-0.17923216 -0.05408167 0.11280181 0.09578124 0.44327148 0.07283726
0.04817311 0.04184994 0.01595959 0.03413046]
[-0.05211225 0.14193976 0.32734378 -0.03901738 -0.02528875 -0.13693867
0.21107117 0.00799605 -0.10419992 0.1994647 ]
[-0.0493224 0.01307641 -0.14050258 0.00644326 0.12848584 -0.27533104
-0.07298108 0.16825017 0.06953524 0.00190079]
[ 0.06748763 0.10124022 0.13775399 -0.15426692 0.15389469 0.08619945
0.00856299 0.29069202 0.02859345 0.09115122]
[ 0.22244284 -0.04520476 -0.15296197 0.14683621 -0.39283633 -0.19841654
-0.07218285 0.19038304 0.25718188 -0.25456418]
[ 0.0362629 0.11210151 0.24493825 0.23595466 0.00404038 -0.18290778
-0.12987578 -0.12945699 -0.1495641 -0.30447702]
[ 0.05439345 0.03280234 -0.10125458 -0.01089933 0.10934151 0.02337706
-0.09353273 -0.18498526 0.06738603 0.2550002 ]
[-0.01041181 -0.08295958 -0.07031659 -0.0660982 0.03850083 -0.16744422
0.12142046 0.00978409 0.02616703 -0.00583571]
[ 0.00111394 -0.0171432 0.23171001 0.03537724 -0.10112935 -0.11477015
0.20477478 0.04089047 -0.21533148 0.07135764]
[ 0.03715601 -0.06753596 0.09217198 -0.04164755 -0.08489399 0.09056694
0.17313703 -0.27106183 -0.05436906 -0.1373357 ]
[-0.03403871 0.01579528 0.07518375 -0.06338304 0.07228466 0.19416325
0.16741438 0.1173842 -0.04680895 0.1481448 ]
[ 0.23060713 0.07432259 0.03489803 0.09477784 0.00466053 -0.0276976
-0.17525078 0.14702849 -0.04383202 0.00086832]
[-0.04099216 -0.24522108 -0.02631966 -0.07621245 -0.03850813 -0.06967907
0.02847394 0.0449751 0.0345291 0.07331134]
[-0.16853359 0.10625275 0.00753685 0.12970433 -0.2409138 -0.18031835
-0.16721582 -0.0619466 0.06424009 0.02621027]
[-0.0064678 0.09886505 -0.04203556 0.16424489 -0.01541402 0.04509982
0.02986482 0.16408439 0.00314283 0.2261365 ]
[ 0.18288107 0.08234043 0.20061778 0.02623495 -0.00833862 0.13980233
0.03073404 0.16893302 0.15083442 -0.05519303]
[-0.1086131 0.11790438 0.22280945 -0.03652195 0.13984947 0.15587636
0.01358614 -0.01287258 -0.07311634 -0.00589201]
[-0.10343871 -0.02407446 0.02195911 0.08039061 -0.01093172 0.12171478
0.27748643 0.02067849 -0.28470669 -0.10480153]
[-0.17231948 0.11631639 -0.0678341 -0.27962006 -0.03918682 0.08900994
-0.04347629 0.10079147 -0.16084661 0.10600427]
[ 0.10312286 -0.09703267 -0.07695739 -0.03259682 -0.06652683 -0.03382132
-0.11694706 0.14813709 -0.06926213 -0.06738797]
[ 0.15423235 -0.11292412 -0.13688037 0.00100406 0.13152299 -0.06142021
-0.06882228 -0.1463168 0.1332524 -0.08884667]
[-0.13917488 0.14451893 0.2445297 -0.05330487 0.23785877 0.10883107
0.00608904 -0.29409689 -0.14663255 -0.085864 ]
[-0.32874109 0.20862949 0.02331336 0.00419177 -0.03070628 -0.18537404
-0.1632188 0.23294482 -0.07623856 0.13174227]
[ 0.1420169 0.12763332 -0.24414475 -0.10656349 0.09924214 -0.28278475
-0.00655917 -0.16593229 -0.01577791 -0.19581316]
[ 0.22025517 -0.08820129 0.06698888 -0.00911971 -0.06241099 -0.03647302
-0.08216266 -0.13766854 0.11678777 -0.15396739]
[-0.09958018 0.0146861 0.12254793 0.11929001 -0.07408081 -0.11247916
0.20333159 -0.07585149 0.18971541 0.00928032]
[ 0.02074593 -0.08780225 0.21590599 -0.22207227 0.05750715 0.11091567
-0.03668696 -0.11014425 0.03186753 0.26570072]]
[[ 0.22814876]
[ 0.71020686]
[ 0.18316554]
[ 0.25246285]
[-1.06489545]
[-0.21136262]
[-0.76179467]
[-0.06564023]
[ 0.14804535]
[ 0.42529282]]
Progress: 3.4% ... Training loss: 0.630 ... Validation loss: 1.035[[ 1.01718430e-01 2.05590223e-01 -1.53538625e-01 4.08407551e-02
-5.65037838e-01 -1.86398775e-02 -6.07553606e-02 1.39066934e-01
-1.47315766e-01 1.45204815e-01]
[ 2.14812402e-02 1.96896441e-01 -1.65386658e-02 4.74337541e-02
6.92838795e-02 -8.99232810e-03 2.74872182e-01 4.13580927e-02
1.44274753e-01 -1.73949183e-02]
[ 2.29385670e-01 4.77845076e-01 4.74716084e-02 2.02045960e-01
-2.79301289e-01 -9.47798022e-02 -6.81641507e-01 -3.19751327e-02
1.55636162e-01 4.57294479e-01]
[ -6.36967192e-02 -4.44024075e-01 -2.63964316e-01 -7.06426937e-02
4.56568905e-01 1.98751843e-01 3.25600336e-01 5.70012561e-02
-2.71932753e-02 -4.03331200e-02]
[ 2.97041078e-03 2.39433289e-01 -1.44781389e-01 5.55304411e-02
4.57856422e-02 -1.81411965e-01 -5.62368551e-02 -1.20486510e-01
-2.01513227e-01 8.29058075e-02]
[ -3.63741907e-01 -2.75657970e-01 -2.95937447e-01 1.14801296e-01
2.03663929e-01 7.24707393e-02 2.94792145e-03 -3.01826336e-02
-3.32647302e-02 1.05026405e-02]
[ 6.05782547e-03 -7.46149997e-02 1.70565396e-02 1.18957037e-01
-2.53943069e-01 -7.99382908e-02 9.96555568e-02 -1.88141517e-01
1.90258084e-01 7.68982413e-02]
[ 1.34402696e-01 -9.32070737e-02 4.27141837e-02 -4.15314908e-02
2.93057071e-02 -5.65309708e-02 -1.08252263e-01 1.22411354e-01
7.89880642e-02 3.65793360e-02]
[ -1.55430481e-01 -1.39127785e-02 -3.03025356e-01 3.13462243e-03
-1.22376512e-01 6.86207062e-02 -2.96426500e-01 -2.27300250e-02
2.80535988e-01 -9.36909402e-02]
[ 3.85175236e-02 -1.60511653e-01 7.69253260e-02 3.64138454e-04
7.35447074e-02 -8.25481975e-02 -6.27109085e-02 -9.14574700e-02
-4.25114678e-02 1.50711890e-01]
[ -7.64786131e-02 1.43632634e-01 -2.82542858e-03 -1.58232707e-01
-2.89663590e-02 3.30159920e-02 4.45885152e-02 -9.74821126e-02
-2.12210578e-02 -1.20764643e-01]
[ -4.83812139e-02 1.52658223e-01 -4.13432607e-02 6.81118572e-02
8.34186252e-02 6.77895484e-02 -1.92864911e-01 -1.58437615e-02
-1.08195156e-01 -1.10062649e-01]
[ -1.55526240e-01 7.44339350e-03 6.26751934e-02 2.38845963e-02
-1.77575545e-01 -2.20528165e-01 -1.82166703e-01 -1.96911553e-01
8.88657078e-02 1.76541033e-01]
[ -2.05172843e-01 -8.96869576e-02 1.23599792e-01 2.78313634e-01
-1.66506288e-01 -8.45130711e-02 -1.63894786e-01 -2.53941486e-01
-2.02136442e-01 2.35924484e-02]
[ 1.05931453e-01 -4.32770724e-02 -2.43515046e-02 9.64409601e-02
2.50951185e-02 -7.00737613e-02 1.10426188e-01 6.33758348e-03
1.40499989e-02 4.94585480e-03]
[ 1.01031944e-02 -9.04644737e-02 -2.24571065e-01 1.11668079e-01
3.06195631e-02 1.10096456e-01 -2.63834666e-02 -1.64725732e-02
-1.24489923e-01 -4.18448135e-02]
[ -1.25766925e-01 -3.91065110e-02 -2.04777200e-01 1.52294625e-01
-6.68807594e-02 1.34911132e-01 1.63906773e-03 -2.50881810e-01
6.05463310e-02 -2.00757441e-01]
[ -7.69259569e-02 -4.10823355e-02 2.73557790e-01 9.37077135e-02
1.11179451e-01 -5.77975634e-02 -1.33774774e-01 1.22756610e-01
6.33281082e-02 3.12096160e-02]
[ 8.76771472e-02 1.23807323e-01 1.08542178e-01 1.40832088e-01
-1.38258596e-01 -5.01712321e-02 1.22938793e-01 1.15739281e-01
-3.33287859e-03 4.88272385e-03]
[ 2.46438777e-02 -8.01419374e-02 -2.77950794e-01 -2.18325606e-02
1.41640899e-01 -1.07708855e-01 1.00121146e-01 1.61122198e-01
1.22423805e-01 6.06180747e-03]
[ 5.38893271e-02 5.05715968e-02 -1.19686937e-01 4.21729074e-02
-1.20688668e-01 3.27357727e-01 2.12595054e-01 2.06151289e-01
-1.69833798e-01 -4.40650348e-02]
[ -2.63053741e-03 -4.24085643e-02 1.13017652e-01 9.59222442e-02
6.83893953e-03 1.20601755e-01 -2.06295008e-01 -3.47566128e-02
1.99845227e-01 7.59305357e-02]
[ 9.76561032e-02 5.67221898e-02 -5.66329969e-02 -1.18086399e-01
-7.55201577e-02 -3.21182503e-01 1.26934796e-01 1.08176181e-02
1.33411594e-01 7.42304836e-02]
[ -9.75643619e-02 2.47510150e-02 -1.45187224e-02 2.34717446e-02
1.16894902e-02 -2.02279420e-01 -9.23939556e-02 -1.93332039e-02
1.49353505e-02 1.31204713e-01]
[ -1.30605662e-01 -1.32666629e-02 -1.91314706e-01 1.50317286e-02
-3.05379204e-01 -9.40663241e-03 -5.79015070e-02 -2.14362815e-02
1.86935990e-02 8.45274918e-02]
[ 6.07448659e-02 2.04304738e-01 -2.59642821e-02 -2.14616263e-03
9.69519336e-02 2.16426108e-01 2.39225957e-01 1.08686591e-01
-8.88352507e-02 -2.20971250e-01]
[ 9.36495510e-02 -2.32543680e-02 3.01099478e-02 7.89250084e-02
1.38168878e-01 2.81492196e-02 1.34594349e-01 8.56092603e-02
1.39238794e-01 -1.94462053e-01]
[ 1.06191496e-01 -1.14286645e-01 8.76720218e-03 2.29770109e-02
2.24458198e-01 -3.96868168e-02 1.44011060e-01 4.29063939e-02
-2.65925494e-01 -5.76181943e-02]
[ -4.77310075e-02 -2.29160195e-01 5.42927257e-02 -3.73747247e-02
2.07019383e-01 -1.66458492e-01 2.19900265e-01 -8.75249455e-02
5.38319415e-02 2.61277457e-01]
[ -1.79516297e-01 -5.48977802e-02 1.12560875e-01 9.54461059e-02
4.44512547e-01 7.31138475e-02 4.90768481e-02 4.19356611e-02
1.57721951e-02 3.35826132e-02]
[ -5.24813201e-02 1.40874098e-01 3.27050827e-01 -3.94256801e-02
-2.36253718e-02 -1.36597371e-01 2.12172372e-01 8.10347798e-03
-1.04437587e-01 1.98810242e-01]
[ -4.94558048e-02 1.26466110e-02 -1.40611057e-01 6.28926610e-03
1.29126821e-01 -2.75203096e-01 -7.25417169e-02 1.68288438e-01
6.94469579e-02 1.64568849e-03]
[ 6.74083862e-02 1.00989746e-01 1.37687482e-01 -1.54355227e-01
1.54270607e-01 8.62705571e-02 8.83687948e-03 2.90714053e-01
2.85398072e-02 9.10138238e-02]
[ 2.23024223e-01 -4.34076062e-02 -1.52530300e-01 1.47495199e-01
-3.95219395e-01 -1.98942614e-01 -7.41597188e-02 1.90215631e-01
2.57569611e-01 -2.53457936e-01]
[ 3.61481680e-02 1.11813665e-01 2.44846245e-01 2.35846096e-01
4.57104263e-03 -1.82826174e-01 -1.29626892e-01 -1.29426184e-01
-1.49639802e-01 -3.04666359e-01]
[ 5.42344192e-02 3.24820412e-02 -1.01387492e-01 -1.10891820e-02
1.09910483e-01 2.35412433e-02 -9.32482698e-02 -1.84936017e-01
6.72718493e-02 2.54750682e-01]
[ -1.05119783e-02 -8.32228428e-02 -7.03891110e-02 -6.62025625e-02
3.89079756e-02 -1.67377955e-01 1.21643219e-01 9.81177558e-03
2.61050573e-02 -5.96464017e-03]
[ 1.25637878e-03 -1.68385035e-02 2.31806904e-01 3.55262254e-02
-1.01839581e-01 -1.14912412e-01 2.04313851e-01 4.08494809e-02
-2.15231481e-01 7.16287224e-02]
[ 3.70789790e-02 -6.77107172e-02 9.21183973e-02 -4.17247104e-02
-8.47308984e-02 9.06365794e-02 1.73377124e-01 -2.71040484e-01
-5.44203292e-02 -1.37494314e-01]
[ -3.40438289e-02 1.57788047e-02 7.51793867e-02 -6.33893063e-02
7.23053090e-02 1.94168548e-01 1.67428462e-01 1.17385853e-01
-4.68125925e-02 1.48135588e-01]
[ 2.30546154e-01 7.41908896e-02 3.48528348e-02 9.47098152e-02
4.95153872e-03 -2.76539062e-02 -1.75111538e-01 1.47045054e-01
-4.38699532e-02 7.65029343e-04]
[ -4.09177734e-02 -2.45052367e-01 -2.62677988e-02 -7.61403008e-02
-3.86875048e-02 -6.97357319e-02 2.82317639e-02 4.49558776e-02
3.45726171e-02 7.34118610e-02]
[ -1.68117605e-01 1.06946052e-01 7.86898300e-03 1.30139294e-01
-2.42099259e-01 -1.80654083e-01 -1.68211468e-01 -6.20571943e-02
6.45167284e-02 2.68961204e-02]
[ -5.80867063e-03 1.00379249e-01 -4.15166064e-02 1.64944952e-01
-1.75553619e-02 4.44955947e-02 2.83765687e-02 1.63896155e-01
3.56780024e-03 2.27211941e-01]
[ 1.83095679e-01 8.28677428e-02 2.00802953e-01 2.64858252e-02
-9.08029545e-03 1.39587815e-01 3.02854064e-02 1.68864824e-01
1.50984331e-01 -5.48183137e-02]
[ -1.08575910e-01 1.18032317e-01 2.22831121e-01 -3.64852011e-02
1.39672727e-01 1.55844739e-01 1.34598320e-02 -1.28820499e-02
-7.30940143e-02 -5.82723616e-03]
[ -1.03519932e-01 -2.43117346e-02 2.18847175e-02 8.02969866e-02
-1.06206684e-02 1.21791380e-01 2.77756658e-01 2.07051552e-02
-2.84757348e-01 -1.04961641e-01]
[ -1.72601962e-01 1.15448930e-01 -6.80663325e-02 -2.79945183e-01
-3.79236923e-02 8.92833231e-02 -4.25479867e-02 1.00873451e-01
-1.61035204e-01 1.05487106e-01]
[ 1.02920559e-01 -9.75736858e-02 -7.71223661e-02 -3.28255575e-02
-6.56534542e-02 -3.36453817e-02 -1.16344906e-01 1.48192563e-01
-6.93995502e-02 -6.77746652e-02]
[ 1.53959037e-01 -1.13884321e-01 -1.37117902e-01 6.84024552e-04
1.32763149e-01 -6.11554474e-02 -6.78419694e-02 -1.46237550e-01
1.33066319e-01 -8.93923907e-02]
[ -1.39312262e-01 1.43529145e-01 2.44392871e-01 -5.35344710e-02
2.39508043e-01 1.09022709e-01 6.71399019e-03 -2.94037172e-01
-1.46727947e-01 -8.61061868e-02]
[ -3.28415219e-01 2.09641255e-01 2.35300306e-02 4.56143119e-03
-3.19839493e-02 -1.85679919e-01 -1.64367367e-01 2.32856115e-01
-7.60209581e-02 1.32408693e-01]
[ 1.41724232e-01 1.26533325e-01 -2.44391063e-01 -1.06918949e-01
1.00855552e-01 -2.82518809e-01 -5.10130231e-03 -1.65852980e-01
-1.59672109e-02 -1.96501212e-01]
[ 2.19698488e-01 -8.98208986e-02 6.65167946e-02 -9.76804563e-03
-6.00686595e-02 -3.59507065e-02 -8.04130250e-02 -1.37502114e-01
1.16414231e-01 -1.54948482e-01]
[ -1.00515965e-01 1.20439480e-02 1.21803190e-01 1.18256599e-01
-6.96296598e-02 -1.11633211e-01 2.06201715e-01 -7.55801207e-02
1.89117266e-01 7.54743196e-03]
[ 2.07344316e-02 -8.79866847e-02 2.15875268e-01 -2.22091072e-01
5.77402405e-02 1.10930372e-01 -3.64339153e-02 -1.10140837e-01
3.18510030e-02 2.65644789e-01]]
[[ 0.20812925]
[ 0.69562099]
[ 0.16372934]
[ 0.23537912]
[-1.085402 ]
[-0.22932976]
[-0.78170562]
[-0.08295874]
[ 0.1297718 ]
[ 0.40546629]]
Progress: 3.5% ... Training loss: 0.630 ... Validation loss: 1.092[[ 1.04448129e-01 2.12948059e-01 -1.51369427e-01 4.40427512e-02
-5.77075130e-01 -2.16654752e-02 -6.88891763e-02 1.37941808e-01
-1.45510866e-01 1.50079262e-01]
[ 2.13958653e-02 1.96624711e-01 -1.66038298e-02 4.73361160e-02
6.97149032e-02 -8.89684866e-03 2.75165025e-01 4.13922582e-02
1.44221226e-01 -1.75476121e-02]
[ 2.30578835e-01 4.80923154e-01 4.84212258e-02 2.03255805e-01
-2.82620055e-01 -9.59298447e-02 -6.84376478e-01 -3.24221345e-02
1.56312894e-01 4.58785788e-01]
[ -6.40876678e-02 -4.44968023e-01 -2.64351357e-01 -7.09133612e-02
4.54772747e-01 1.99037570e-01 3.26491364e-01 5.71197833e-02
-2.74419405e-02 -4.05873724e-02]
[ 2.17956415e-03 2.37034643e-01 -1.45243152e-01 5.46165870e-02
5.19287667e-02 -1.80524116e-01 -5.41233652e-02 -1.20179945e-01
-2.01852947e-01 8.14896017e-02]
[ -3.62737836e-01 -2.72741550e-01 -2.95159820e-01 1.16061786e-01
1.98073305e-01 7.12463204e-02 -4.55193837e-04 -3.06178442e-02
-3.25552239e-02 1.24826898e-02]
[ 6.92826801e-03 -7.22286086e-02 1.77433825e-02 1.19918051e-01
-2.57253093e-01 -8.08505880e-02 9.67961003e-02 -1.88480605e-01
1.90800730e-01 7.84972498e-02]
[ 1.35142864e-01 -9.13216057e-02 4.32787163e-02 -4.07125524e-02
2.62223455e-02 -5.72952136e-02 -1.09728903e-01 1.22114764e-01
7.94530169e-02 3.75151996e-02]
[ -1.54947649e-01 -1.25799137e-02 -3.02651998e-01 3.67214701e-03
-1.24132892e-01 6.81085099e-02 -2.97686097e-01 -2.29205118e-02
2.80813524e-01 -9.28638300e-02]
[ 4.04622038e-02 -1.54880641e-01 7.84491058e-02 2.52564547e-03
6.56616442e-02 -8.46213440e-02 -6.80663136e-02 -9.22408358e-02
-4.12981786e-02 1.53939861e-01]
[ -7.52633005e-02 1.46679953e-01 -1.90837062e-03 -1.56774909e-01
-3.49521121e-02 3.16208797e-02 4.07808881e-02 -9.79783578e-02
-2.04096498e-02 -1.18558085e-01]
[ -4.84436937e-02 1.52501035e-01 -4.13817388e-02 6.80705196e-02
8.35470505e-02 6.78446520e-02 -1.92700688e-01 -1.58255259e-02
-1.08225213e-01 -1.10155146e-01]
[ -1.55526240e-01 7.44339350e-03 6.26751934e-02 2.38845963e-02
-1.77575545e-01 -2.20528165e-01 -1.82166703e-01 -1.96911553e-01
8.88657078e-02 1.76541033e-01]
[ -2.05103043e-01 -8.93354846e-02 1.23657186e-01 2.78463442e-01
-1.67224091e-01 -8.46698546e-02 -1.64425053e-01 -2.53989530e-01
-2.02050661e-01 2.38385315e-02]
[ 1.06614851e-01 -4.15004758e-02 -2.38217417e-02 9.72589046e-02
2.15053914e-02 -7.08506875e-02 1.08476896e-01 6.05602493e-03
1.45077056e-02 6.17574532e-03]
[ 1.01036756e-02 -9.04388891e-02 -2.24574563e-01 1.11668684e-01
3.05552630e-02 1.10095668e-01 -2.64297613e-02 -1.64716745e-02
-1.24491025e-01 -4.18434505e-02]
[ -1.25111076e-01 -3.75162503e-02 -2.04260357e-01 1.53012701e-01
-6.91760234e-02 1.34216469e-01 -4.50521582e-04 -2.51128816e-01
6.09604679e-02 -1.99602083e-01]
[ -7.67222196e-02 -4.03625534e-02 2.73736714e-01 9.39405800e-02
1.10411560e-01 -5.79939881e-02 -1.34532749e-01 1.22668110e-01
6.34656403e-02 3.16416603e-02]
[ 8.77009407e-02 1.23688238e-01 1.08543139e-01 1.40855503e-01
-1.38243291e-01 -5.01860843e-02 1.23037734e-01 1.15722048e-01
-3.32104791e-03 4.91300345e-03]
[ 2.49629481e-02 -7.94323597e-02 -2.77708291e-01 -2.15063358e-02
1.40196047e-01 -1.08004826e-01 9.93828474e-02 1.61013427e-01
1.22615228e-01 6.39847198e-03]
[ 5.38670233e-02 5.04559146e-02 -1.19708058e-01 4.21586100e-02
-1.20507946e-01 3.27364788e-01 2.12759171e-01 2.06152839e-01
-1.69840012e-01 -4.41175419e-02]
[ -2.20280242e-03 -4.12484556e-02 1.13357466e-01 9.63877747e-02
5.31380418e-03 1.20131008e-01 -2.06839427e-01 -3.49303840e-02
2.00109713e-01 7.64825716e-02]
[ 9.82752970e-02 5.87737230e-02 -5.61503228e-02 -1.17358622e-01
-7.85067583e-02 -3.21866059e-01 1.24714741e-01 1.05670132e-02
1.33772899e-01 7.54019782e-02]
[ -9.75251108e-02 2.48873649e-02 -1.44905789e-02 2.35158504e-02
1.14775101e-02 -2.02317972e-01 -9.25271775e-02 -1.93477593e-02
1.49573808e-02 1.31287557e-01]
[ -1.30528154e-01 -1.30320190e-02 -1.91264746e-01 1.51176413e-02
-3.05712070e-01 -9.49758504e-03 -5.81539635e-02 -2.14700601e-02
1.87493238e-02 8.46839731e-02]
[ 6.05524348e-02 2.03651007e-01 -2.61143291e-02 -2.37123931e-03
9.79352392e-02 2.16642227e-01 2.39935514e-01 1.08765500e-01
-8.89556248e-02 -2.21349088e-01]
[ 9.35683453e-02 -2.34647605e-02 3.00411603e-02 7.88268909e-02
1.38623638e-01 2.82447375e-02 1.34863510e-01 8.56437043e-02
1.39187593e-01 -1.94604655e-01]
[ 1.05827707e-01 -1.15535445e-01 8.46448450e-03 2.25432925e-02
2.26339950e-01 -3.92591557e-02 1.45428755e-01 4.30584891e-02
-2.66164483e-01 -5.83333893e-02]
[ -4.80461320e-02 -2.30106621e-01 5.40337091e-02 -3.77475788e-02
2.08726827e-01 -1.66100676e-01 2.21019500e-01 -8.73946425e-02
5.36322420e-02 2.60695899e-01]
[ -1.79670483e-01 -5.54088796e-02 1.12438881e-01 9.52703494e-02
4.45298901e-01 7.32849582e-02 4.95714058e-02 4.19975636e-02
1.56762858e-02 3.33073215e-02]
[ -5.28503490e-02 1.39601775e-01 3.26751117e-01 -3.98629899e-02
-2.17238132e-02 -1.36178418e-01 2.13554452e-01 8.25384576e-03
-1.04669775e-01 1.98119717e-01]
[ -4.94720769e-02 1.26028160e-02 -1.40624594e-01 6.26976733e-03
1.29202724e-01 -2.75184043e-01 -7.24852984e-02 1.68295461e-01
6.94375702e-02 1.61261999e-03]
[ 6.82475915e-02 1.03713062e-01 1.38369928e-01 -1.53359917e-01
1.49725170e-01 8.52897188e-02 5.84414068e-03 2.90367794e-01
2.90831062e-02 9.26522121e-02]
[ 2.24047470e-01 -4.05942332e-02 -1.51734904e-01 1.48743109e-01
-4.00627325e-01 -2.00099090e-01 -7.74322975e-02 1.89783805e-01
2.58245116e-01 -2.51515070e-01]
[ 3.62900919e-02 1.12310618e-01 2.44958257e-01 2.36014613e-01
3.80966395e-03 -1.82982309e-01 -1.30177793e-01 -1.29486146e-01
-1.49545118e-01 -3.04383544e-01]
[ 5.42778736e-02 3.26018211e-02 -1.01353955e-01 -1.10419989e-02
1.09726636e-01 2.34934504e-02 -9.34033653e-02 -1.84950526e-01
6.72982454e-02 2.54829228e-01]
[ -1.04501837e-02 -8.30220771e-02 -7.03402310e-02 -6.61333905e-02
3.86106578e-02 -1.67444649e-01 1.21413071e-01 9.78733037e-03
2.61381597e-02 -5.84303239e-03]
[ 1.43549931e-03 -1.63906785e-02 2.31966125e-01 3.57564701e-02
-1.02420309e-01 -1.15117144e-01 2.03832211e-01 4.07596168e-02
-2.15090947e-01 7.19549748e-02]
[ 3.69625629e-02 -6.80847945e-02 9.20209410e-02 -4.18656693e-02
-8.42225669e-02 9.07692168e-02 1.73756177e-01 -2.70989919e-01
-5.44986276e-02 -1.37719437e-01]
[ -3.39465000e-02 1.57398735e-02 7.52584097e-02 -6.32785771e-02
7.23807920e-02 1.94072208e-01 1.67233273e-01 1.17355072e-01
-4.67532935e-02 1.48269938e-01]
[ 2.30570706e-01 7.44828471e-02 3.48625180e-02 9.47655575e-02
4.52416418e-03 -2.77178035e-02 -1.75445028e-01 1.47031919e-01
-4.38412187e-02 8.79884388e-04]
[ -4.06230405e-02 -2.44012847e-01 -2.60276842e-02 -7.57902429e-02
-4.00892248e-02 -7.00695494e-02 2.73135796e-02 4.48324975e-02
3.47585057e-02 7.39716006e-02]
[ -1.67659330e-01 1.08393305e-01 8.20365025e-03 1.30638099e-01
-2.44087700e-01 -1.81136035e-01 -1.69659127e-01 -6.22373157e-02
6.47933531e-02 2.77079536e-02]
[ -3.94811863e-03 1.05595809e-01 -4.00371894e-02 1.67025273e-01
-2.53926701e-02 4.24944303e-02 2.30308451e-02 1.63154272e-01
4.73222491e-03 2.30227926e-01]
[ 1.83397061e-01 8.39964698e-02 2.01048007e-01 2.68440459e-02
-1.07304976e-02 1.39227799e-01 2.91147036e-02 1.68735883e-01
1.51171601e-01 -5.42232296e-02]
[ -1.08554272e-01 1.18103162e-01 2.22854374e-01 -3.64555771e-02
1.39525915e-01 1.55814993e-01 1.33876707e-02 -1.28928634e-02
-7.30784890e-02 -5.79407321e-03]
[ -1.03397779e-01 -2.39176148e-02 2.19888544e-02 8.04501935e-02
-1.12899397e-02 1.21648178e-01 2.77295076e-01 2.06545319e-02
-2.84676294e-01 -1.04722950e-01]
[ -1.72847940e-01 1.14688888e-01 -6.82631647e-02 -2.80229934e-01
-3.66280375e-02 8.95449675e-02 -4.15901067e-02 1.00971543e-01
-1.61183134e-01 1.05008244e-01]
[ 1.02403143e-01 -9.93839183e-02 -7.75567484e-02 -3.34545910e-02
-6.31666249e-02 -3.30362449e-02 -1.14501559e-01 1.48414028e-01
-6.97432757e-02 -6.88067462e-02]
[ 1.54615665e-01 -1.11711347e-01 -1.36571373e-01 1.47849671e-03
1.29765514e-01 -6.19067075e-02 -6.99403382e-02 -1.46530449e-01
1.33517331e-01 -8.81517996e-02]
[ -1.39348356e-01 1.43427696e-01 2.44346321e-01 -5.35791473e-02
2.39867381e-01 1.09060158e-01 6.98415949e-03 -2.94022286e-01
-1.46755421e-01 -8.61468667e-02]
[ -3.27051465e-01 2.13699113e-01 2.46294250e-02 6.18136178e-03
-3.90803582e-02 -1.87260821e-01 -1.68663464e-01 2.32297104e-01
-7.51255907e-02 1.34759033e-01]
[ 1.42801157e-01 1.29711770e-01 -2.43554499e-01 -1.05708487e-01
9.59960878e-02 -2.83691859e-01 -8.63390192e-03 -1.66285457e-01
-1.53065641e-02 -1.94562835e-01]
[ 2.19476721e-01 -9.06383335e-02 6.63156317e-02 -1.00750446e-02
-5.86968788e-02 -3.56266575e-02 -7.97064328e-02 -1.37399424e-01
1.16259838e-01 -1.55373854e-01]
[ -1.00470621e-01 1.17662153e-02 1.21804704e-01 1.18308079e-01
-6.97878731e-02 -1.11661304e-01 2.06602822e-01 -7.55949942e-02
1.89149137e-01 7.56756328e-03]
[ 2.09471536e-02 -8.76782025e-02 2.16041339e-01 -2.21837774e-01
5.73804534e-02 1.10689024e-01 -3.68835271e-02 -1.10220527e-01
3.19886126e-02 2.65903435e-01]]
[[ 0.24089795]
[ 0.73233975]
[ 0.19076604]
[ 0.27145366]
[-1.06473999]
[-0.20259243]
[-0.75725119]
[-0.04788002]
[ 0.16555299]
[ 0.44284205]]
Progress: 3.5% ... Training loss: 0.638 ... Validation loss: 0.997[[ 1.04402438e-01 2.12366099e-01 -1.51397632e-01 4.39709849e-02
-5.76032027e-01 -2.16294690e-02 -6.81812047e-02 1.37937337e-01
-1.45563363e-01 1.49970066e-01]
[ 2.13446464e-02 1.96378678e-01 -1.66527360e-02 4.72584522e-02
7.00111365e-02 -8.83716052e-03 2.75349610e-01 4.14043398e-02
1.44176201e-01 -1.76717308e-02]
[ 2.30146117e-01 4.79452921e-01 4.81777689e-02 2.02819006e-01
-2.79948822e-01 -9.55995199e-02 -6.82617452e-01 -3.23623243e-02
1.56038846e-01 4.58111075e-01]
[ -6.57994073e-02 -4.49761470e-01 -2.65530013e-01 -7.27983247e-02
4.60326635e-01 2.00460887e-01 3.31246000e-01 5.74560268e-02
-2.86134084e-02 -4.32162815e-02]
[ 2.19841481e-03 2.37021258e-01 -1.45123393e-01 5.46129597e-02
5.14926681e-02 -1.80522601e-01 -5.37614975e-02 -1.20168956e-01
-2.01789465e-01 8.10529301e-02]
[ -3.62988987e-01 -2.73664832e-01 -2.95382559e-01 1.15752542e-01
1.99318463e-01 7.14795776e-02 5.98774218e-04 -3.05692094e-02
-3.27252834e-02 1.19905977e-02]
[ 6.49001309e-03 -7.36616604e-02 1.73894926e-02 1.19409543e-01
-2.54674069e-01 -8.04989635e-02 9.84459563e-02 -1.88409869e-01
1.90484507e-01 7.76359510e-02]
[ 1.34005675e-01 -9.45769468e-02 4.23809339e-02 -4.19996396e-02
3.08734271e-02 -5.63301928e-02 -1.06304829e-01 1.22333601e-01
7.86587601e-02 3.56473013e-02]
[ -1.55606686e-01 -1.45226456e-02 -3.03099857e-01 2.89520046e-03
-1.20979874e-01 6.86660102e-02 -2.95229715e-01 -2.27897083e-02
2.80379797e-01 -9.42044573e-02]
[ 3.88047120e-02 -1.60098418e-01 7.70897823e-02 5.53564584e-04
7.41023275e-02 -8.32002357e-02 -6.21693212e-02 -9.19208682e-02
-4.24699821e-02 1.50784300e-01]
[ -7.57067679e-02 1.45645050e-01 -2.22038378e-03 -1.57237366e-01
-3.33654705e-02 3.19783813e-02 4.21463998e-02 -9.79062419e-02
-2.06926348e-02 -1.19224360e-01]
[ -4.88283670e-02 1.51199310e-01 -4.16326719e-02 6.76232715e-02
8.51480078e-02 6.81734449e-02 -1.91378911e-01 -1.57485984e-02
-1.08484691e-01 -1.10895227e-01]
[ -1.55526240e-01 7.44339350e-03 6.26751934e-02 2.38845963e-02
-1.77575545e-01 -2.20528165e-01 -1.82166703e-01 -1.96911553e-01
8.88657078e-02 1.76541033e-01]
[ -2.05262413e-01 -8.99070105e-02 1.23513699e-01 2.78266082e-01
-1.66402082e-01 -8.45175280e-02 -1.63803919e-01 -2.53958840e-01
-2.02158910e-01 2.35247910e-02]
[ 1.06600816e-01 -4.16153011e-02 -2.38412491e-02 9.72487558e-02
2.16156673e-02 -7.08443175e-02 1.08602950e-01 6.05715109e-03
1.45014029e-02 6.15529369e-03]
[ 9.95181405e-03 -9.09742468e-02 -2.24708577e-01 1.11485588e-01
3.12047139e-02 1.10221566e-01 -2.58487280e-02 -1.64414612e-02
-1.24593871e-01 -4.21611468e-02]
[ -1.25555203e-01 -3.87491472e-02 -2.04604142e-01 1.52509298e-01
-6.71638874e-02 1.34597726e-01 8.74361212e-04 -2.51045749e-01
6.06538831e-02 -2.00421175e-01]
[ -7.62989452e-02 -3.91232461e-02 2.74045079e-01 9.44125998e-02
1.08810552e-01 -5.83673993e-02 -1.35835406e-01 1.22580306e-01
6.37303122e-02 3.23740888e-02]
[ 8.73553818e-02 1.22579429e-01 1.08304662e-01 1.40476474e-01
-1.36447725e-01 -4.99029995e-02 1.24377876e-01 1.15781345e-01
-3.54065265e-03 4.34825467e-03]
[ 2.42808336e-02 -8.15326316e-02 -2.78254089e-01 -2.23078130e-02
1.43187820e-01 -1.07403673e-01 1.01439113e-01 1.61151042e-01
1.22127379e-01 5.22830393e-03]
[ 5.34672603e-02 4.93355595e-02 -1.20025797e-01 4.17048471e-02
-1.18835609e-01 3.27699647e-01 2.13952736e-01 2.06228521e-01
-1.70119239e-01 -4.48016013e-02]
[ -2.08633105e-03 -4.10058481e-02 1.13441254e-01 9.65242942e-02
5.05286828e-03 1.20039952e-01 -2.06788461e-01 -3.49549629e-02
2.00199261e-01 7.66005043e-02]
[ 9.80347746e-02 5.81832312e-02 -5.63234552e-02 -1.17648636e-01
-7.74046025e-02 -3.21677665e-01 1.25510074e-01 1.06115669e-02
1.33623007e-01 7.49531078e-02]
[ -9.79236022e-02 2.37910027e-02 -1.47757913e-02 2.30629598e-02
1.30134566e-02 -2.01984232e-01 -9.13516977e-02 -1.92677492e-02
1.46849510e-02 1.30573253e-01]
[ -1.30717689e-01 -1.35974433e-02 -1.91378018e-01 1.48984970e-02
-3.04913494e-01 -9.33279749e-03 -5.75318805e-02 -2.14309201e-02
1.86138233e-02 8.43248260e-02]
[ 6.04790789e-02 2.03427825e-01 -2.61695222e-02 -2.45416217e-03
9.82563298e-02 2.16704581e-01 2.40165692e-01 1.08780174e-01
-8.90057851e-02 -2.21472985e-01]
[ 9.34111434e-02 -2.39417395e-02 2.99264420e-02 7.86512142e-02
1.39312653e-01 2.83771156e-02 1.35361912e-01 8.56731886e-02
1.39080630e-01 -1.94891225e-01]
[ 1.04821131e-01 -1.18556114e-01 7.66892891e-03 2.13723226e-02
2.30782831e-01 -3.84111767e-02 1.48541497e-01 4.32596568e-02
-2.66877086e-01 -6.01601909e-02]
[ -4.89687952e-02 -2.32701996e-01 5.32927395e-02 -3.88148522e-02
2.12700985e-01 -1.65320104e-01 2.23838239e-01 -8.72108736e-02
5.30081678e-02 2.59101634e-01]
[ -1.80355793e-01 -5.74079817e-02 1.11884282e-01 9.44673672e-02
4.48019224e-01 7.38741277e-02 5.17546022e-02 4.21380566e-02
1.52003059e-02 3.20314803e-02]
[ -5.33837492e-02 1.38037155e-01 3.26316793e-01 -4.04805866e-02
-1.94094548e-02 -1.35724366e-01 2.15150952e-01 8.36010770e-03
-1.05042288e-01 1.97149524e-01]
[ -4.97686784e-02 1.18099598e-02 -1.40826495e-01 5.92854244e-03
1.30395498e-01 -2.74931714e-01 -7.15511062e-02 1.68355260e-01
6.92416455e-02 1.07066227e-03]
[ 6.85652223e-02 1.04582408e-01 1.38618878e-01 -1.53016231e-01
1.48518831e-01 8.50313655e-02 4.92144343e-03 2.90302582e-01
2.93027939e-02 9.32205430e-02]
[ 2.24731062e-01 -3.86522424e-02 -1.51171619e-01 1.49545207e-01
-4.03552621e-01 -2.00693027e-01 -7.94628274e-02 1.89642621e-01
2.58683159e-01 -2.50217557e-01]
[ 3.62432363e-02 1.12195597e-01 2.44913112e-01 2.35952804e-01
4.04098867e-03 -1.82939428e-01 -1.30028069e-01 -1.29475397e-01
-1.49581450e-01 -3.04483748e-01]
[ 5.40336812e-02 3.19357384e-02 -1.01549927e-01 -1.13256771e-02
1.10731789e-01 2.37057886e-02 -9.27162207e-02 -1.84904022e-01
6.71250300e-02 2.54425822e-01]
[ -1.04098280e-02 -8.29931264e-02 -7.03124157e-02 -6.60781125e-02
3.83974648e-02 -1.67483059e-01 1.21382348e-01 9.77664131e-03
2.61827369e-02 -5.75504844e-03]
[ 1.69910817e-03 -1.56160606e-02 2.32130126e-01 3.60506882e-02
-1.03113356e-01 -1.15335080e-01 2.03218829e-01 4.07079164e-02
-2.14916014e-01 7.23116553e-02]
[ 3.69146130e-02 -6.82078227e-02 9.19818534e-02 -4.19232197e-02
-8.40574176e-02 9.08106253e-02 1.73886575e-01 -2.70980554e-01
-5.45323289e-02 -1.37810879e-01]
[ -3.40526132e-02 1.53827863e-02 7.51615152e-02 -6.34195649e-02
7.28996312e-02 1.94176810e-01 1.67582037e-01 1.17380034e-01
-4.68338931e-02 1.48056160e-01]
[ 2.30528390e-01 7.43410339e-02 3.48489145e-02 9.47286821e-02
4.70988761e-03 -2.77030685e-02 -1.75264499e-01 1.47035912e-01
-4.38572140e-02 8.02322703e-04]
[ -4.04580514e-02 -2.43618085e-01 -2.59005608e-02 -7.56164958e-02
-4.04417918e-02 -7.01857528e-02 2.70430248e-02 4.48022413e-02
3.48673183e-02 7.41888940e-02]
[ -1.67595418e-01 1.08493097e-01 8.25850124e-03 1.30706411e-01
-2.44250290e-01 -1.81178670e-01 -1.69753552e-01 -6.22505414e-02
6.48397934e-02 2.78045919e-02]
[ -3.19307040e-03 1.07648857e-01 -3.93796922e-02 1.67942755e-01
-2.84008936e-02 4.18223283e-02 2.10295908e-02 1.62984453e-01
5.27813488e-03 2.31583246e-01]
[ 1.83554213e-01 8.45334923e-02 2.01191074e-01 2.70522507e-02
-1.15086959e-02 1.39069494e-01 2.86971603e-02 1.68698804e-01
1.51288881e-01 -5.38946726e-02]
[ -1.08487741e-01 1.18331354e-01 2.22906077e-01 -3.63799105e-02
1.39209006e-01 1.55758823e-01 1.31754223e-02 -1.29068604e-02
-7.30319375e-02 -5.68865865e-03]
[ -1.03498543e-01 -2.42261504e-02 2.19056074e-02 8.03277097e-02
-1.08155763e-02 1.21739186e-01 2.77615863e-01 2.06749457e-02
-2.84741436e-01 -1.04913642e-01]
[ -1.73010384e-01 1.14310278e-01 -6.83911623e-02 -2.80416060e-01
-3.60641761e-02 8.96852340e-02 -4.11388031e-02 1.01003647e-01
-1.61296264e-01 1.04733312e-01]
[ 1.01830435e-01 -1.01103087e-01 -7.80181031e-02 -3.41269128e-02
-6.06809951e-02 -3.25408657e-02 -1.12966521e-01 1.48532462e-01
-7.01434428e-02 -6.98108521e-02]
[ 1.54347054e-01 -1.12194861e-01 -1.36778180e-01 1.18616545e-03
1.30731780e-01 -6.16932603e-02 -6.90890081e-02 -1.46481198e-01
1.33354488e-01 -8.86019125e-02]
[ -1.39869683e-01 1.42147235e-01 2.43936706e-01 -5.41741864e-02
2.41860505e-01 1.09491653e-01 8.39872217e-03 -2.93929145e-01
-1.47123403e-01 -8.69394917e-02]
[ -3.27911293e-01 2.10980211e-01 2.39200658e-02 5.16156319e-03
-3.51757458e-02 -1.86491734e-01 -1.65925810e-01 2.32469729e-01
-7.57304640e-02 1.33156463e-01]
[ 1.41818570e-01 1.26457758e-01 -2.44216811e-01 -1.06834534e-01
1.00657968e-01 -2.82884721e-01 -5.04600812e-03 -1.66097500e-01
-1.59751728e-02 -1.96434667e-01]
[ 2.19195507e-01 -9.13884718e-02 6.61081561e-02 -1.03772434e-02
-5.73905513e-02 -3.54063363e-02 -7.87519454e-02 -1.37350625e-01
1.16092213e-01 -1.55888640e-01]
[ -1.00366178e-01 1.19284913e-02 1.21878263e-01 1.18399637e-01
-7.01395660e-02 -1.11745177e-01 2.06199140e-01 -7.56126126e-02
1.89184014e-01 7.77797091e-03]
[ 2.12706444e-02 -8.69078571e-02 2.16241078e-01 -2.21475703e-01
5.65282175e-02 1.10438811e-01 -3.74414921e-02 -1.10285671e-01
3.22114015e-02 2.66363036e-01]]
[[ 0.22207751]
[ 0.71545727]
[ 0.17410846]
[ 0.25167861]
[-1.09209051]
[-0.22129069]
[-0.77895199]
[-0.0665595 ]
[ 0.14663412]
[ 0.42130502]]
Progress: 3.5% ... Training loss: 0.623 ... Validation loss: 1.045[[ 1.05188852e-01 2.14460979e-01 -1.50751949e-01 4.48177875e-02
-5.77992495e-01 -2.24751764e-02 -7.06249311e-02 1.37696497e-01
-1.45030848e-01 1.51442206e-01]
[ 2.13833111e-02 1.96515603e-01 -1.66166237e-02 4.73104034e-02
6.97932433e-02 -8.88239424e-03 2.75206570e-01 4.13935446e-02
1.44200015e-01 -1.75914494e-02]
[ 2.29743603e-01 4.79303115e-01 4.78736662e-02 2.02288349e-01
-2.78228202e-01 -9.51908111e-02 -6.83111770e-01 -3.22038587e-02
1.55613310e-01 4.57793269e-01]
[ -6.47847728e-02 -4.47923008e-01 -2.64681578e-01 -7.14818728e-02
4.54513250e-01 1.99450397e-01 3.28998242e-01 5.71074993e-02
-2.79388552e-02 -4.13164281e-02]
[ -1.02574956e-03 2.27274671e-01 -1.47575895e-01 5.08942450e-02
6.72497578e-02 -1.77534850e-01 -4.24805561e-02 -1.19196285e-01
-2.03686006e-01 7.50393887e-02]
[ -3.63390329e-01 -2.75107231e-01 -2.95706109e-01 1.15301231e-01
2.01557645e-01 7.18205042e-02 2.40865087e-03 -3.04607228e-02
-3.29337181e-02 1.10851585e-02]
[ 7.05696163e-03 -7.21879556e-02 1.78307747e-02 1.20019732e-01
-2.55841250e-01 -8.10997703e-02 9.69212377e-02 -1.88586899e-01
1.90840951e-01 7.86280818e-02]
[ 1.33157152e-01 -9.69701621e-02 4.16824075e-02 -4.30346400e-02
3.49093924e-02 -5.54780001e-02 -1.04013826e-01 1.22608633e-01
7.80503016e-02 3.42278662e-02]
[ -1.55390177e-01 -1.37887277e-02 -3.02942876e-01 3.12866483e-03
-1.21610879e-01 6.84869085e-02 -2.95864172e-01 -2.28506085e-02
2.80499493e-01 -9.38454448e-02]
[ 3.87183539e-02 -1.60469303e-01 7.69585687e-02 2.87051664e-04
7.69529293e-02 -8.31201469e-02 -6.18470804e-02 -9.18764797e-02
-4.25823804e-02 1.50581002e-01]
[ -7.55215327e-02 1.46067827e-01 -2.08345270e-03 -1.56991014e-01
-3.41764662e-02 3.17696312e-02 4.18312116e-02 -9.79690488e-02
-2.05484001e-02 -1.18931353e-01]
[ -4.93936515e-02 1.49519425e-01 -4.20622028e-02 6.70007735e-02
8.75853640e-02 6.87153170e-02 -1.89444259e-01 -1.55845912e-02
-1.08857281e-01 -1.11958667e-01]
[ -1.55526240e-01 7.44339350e-03 6.26751934e-02 2.38845963e-02
-1.77575545e-01 -2.20528165e-01 -1.82166703e-01 -1.96911553e-01
8.88657078e-02 1.76541033e-01]
[ -2.05548167e-01 -9.08287476e-02 1.23279408e-01 2.77922302e-01
-1.64830592e-01 -8.42510728e-02 -1.62665860e-01 -2.53876713e-01
-2.02327425e-01 2.29469123e-02]
[ 1.06626651e-01 -4.18423762e-02 -2.38131874e-02 9.72910796e-02
2.17963723e-02 -7.08950102e-02 1.08864040e-01 6.04350989e-03
1.45526686e-02 6.07838247e-03]
[ 1.03904010e-02 -8.95642032e-02 -2.24370276e-01 1.11971371e-01
2.94875910e-02 1.09761861e-01 -2.72866856e-02 -1.65796395e-02
-1.24300043e-01 -4.13601292e-02]
[ -1.25810632e-01 -3.96795922e-02 -2.04805117e-01 1.52202975e-01
-6.54414723e-02 1.34876637e-01 1.97684938e-03 -2.50965429e-01
6.04914667e-02 -2.00902848e-01]
[ -7.62847867e-02 -3.92123858e-02 2.74026642e-01 9.44108552e-02
1.08884197e-01 -5.83910593e-02 -1.35779375e-01 1.22580228e-01
6.36930299e-02 3.23674960e-02]
[ 8.73540230e-02 1.22697220e-01 1.08311307e-01 1.40480400e-01
-1.36045501e-01 -4.99507804e-02 1.24255445e-01 1.15776996e-01
-3.53648525e-03 4.36139734e-03]
[ 2.38742199e-02 -8.27532197e-02 -2.78598837e-01 -2.28006667e-02
1.45006662e-01 -1.07005992e-01 1.02537777e-01 1.61281545e-01
1.21839762e-01 4.54852164e-03]
[ 5.32223308e-02 4.86313066e-02 -1.20214130e-01 4.13942421e-02
-1.17634673e-01 3.27957318e-01 2.14709747e-01 2.06312104e-01
-1.70301629e-01 -4.52865519e-02]
[ -2.01362626e-03 -4.07472446e-02 1.13518731e-01 9.66207707e-02
4.87165669e-03 1.19978032e-01 -2.07041097e-01 -3.49826724e-02
2.00255523e-01 7.67965784e-02]
[ 9.80675274e-02 5.83063310e-02 -5.62886592e-02 -1.17610453e-01
-7.75078510e-02 -3.21715789e-01 1.25418125e-01 1.06019957e-02
1.33634889e-01 7.50290752e-02]
[ -9.78916543e-02 2.40232462e-02 -1.47583631e-02 2.30992201e-02
1.28762852e-02 -2.02006265e-01 -9.15678600e-02 -1.92740071e-02
1.46962130e-02 1.30645626e-01]
[ -1.30605997e-01 -1.32739797e-02 -1.91317756e-01 1.50081924e-02
-3.05268034e-01 -9.41638974e-03 -5.78823856e-02 -2.14620805e-02
1.86826234e-02 8.45003098e-02]
[ 6.00097218e-02 2.01916174e-01 -2.65428474e-02 -3.01081162e-03
1.00585755e-01 2.17183127e-01 2.41777649e-01 1.08926499e-01
-8.93208891e-02 -2.22392214e-01]
[ 9.30624620e-02 -2.49829356e-02 2.96530315e-02 7.82461098e-02
1.40945395e-01 2.86973625e-02 1.36616249e-01 8.57804544e-02
1.38862825e-01 -1.95574818e-01]
[ 1.04739878e-01 -1.18865103e-01 7.59872699e-03 2.12816343e-02
2.31233640e-01 -3.83316680e-02 1.48875565e-01 4.32847908e-02
-2.66933330e-01 -6.03157356e-02]
[ -4.92816278e-02 -2.33676481e-01 5.30388369e-02 -3.91874854e-02
2.14271532e-01 -1.64997854e-01 2.24974456e-01 -8.71129996e-02
5.27983073e-02 2.58530109e-01]
[ -1.80795791e-01 -5.88302823e-02 1.11534266e-01 9.39438928e-02
4.50259154e-01 7.43291880e-02 5.32947209e-02 4.22752997e-02
1.49054522e-02 3.11589148e-02]
[ -5.39525074e-02 1.36265894e-01 3.25861737e-01 -4.11366899e-02
-1.68657860e-02 -1.35201409e-01 2.17161200e-01 8.52730045e-03
-1.05404232e-01 1.96071482e-01]
[ -4.98910906e-02 1.14340251e-02 -1.40914418e-01 5.78445201e-03
1.30949645e-01 -2.74805325e-01 -7.11147227e-02 1.68393472e-01
6.91584773e-02 8.34344624e-04]
[ 6.90876712e-02 1.06204780e-01 1.39009906e-01 -1.52414320e-01
1.46006108e-01 8.45080734e-02 3.14834269e-03 2.90144602e-01
2.96426468e-02 9.42428220e-02]
[ 2.25629017e-01 -3.63421929e-02 -1.50471556e-01 1.50565811e-01
-4.07203562e-01 -2.01566451e-01 -8.21425580e-02 1.89367601e-01
2.59259035e-01 -2.48620497e-01]
[ 3.63856757e-02 1.12645294e-01 2.45029302e-01 2.36121373e-01
3.36387430e-03 -1.83087622e-01 -1.30497937e-01 -1.29522616e-01
-1.49474773e-01 -3.04187055e-01]
[ 5.37039931e-02 3.10221710e-02 -1.01820145e-01 -1.17188718e-02
1.12336238e-01 2.40256827e-02 -9.18326739e-02 -1.84801690e-01
6.68934871e-02 2.53893778e-01]
[ -1.07475707e-02 -8.38002480e-02 -7.05711409e-02 -6.64652174e-02
3.97281813e-02 -1.67156828e-01 1.22284623e-01 9.87953252e-03
2.59467699e-02 -6.36817781e-03]
[ 1.70894540e-03 -1.53708476e-02 2.32143712e-01 3.60808687e-02
-1.03055999e-01 -1.15391604e-01 2.03077766e-01 4.06976614e-02
-2.14897340e-01 7.23796711e-02]
[ 3.68656821e-02 -6.83850540e-02 9.19420344e-02 -4.19842304e-02
-8.37839304e-02 9.08608182e-02 1.74078245e-01 -2.70968094e-01
-5.45648924e-02 -1.37905105e-01]
[ -3.39819591e-02 1.55831877e-02 7.52001168e-02 -6.33475475e-02
7.27855442e-02 1.94119330e-01 1.67396039e-01 1.17358473e-01
-4.67914890e-02 1.48120403e-01]
[ 2.30301055e-01 7.38768606e-02 3.46504260e-02 9.44548014e-02
5.58525372e-03 -2.74811324e-02 -1.74905650e-01 1.47109869e-01
-4.40265704e-02 4.53336620e-04]
[ -4.00315977e-02 -2.42384956e-01 -2.55670694e-02 -7.51376095e-02
-4.19953958e-02 -7.05848788e-02 2.58643861e-02 4.46788543e-02
3.51291953e-02 7.49288087e-02]
[ -1.67134757e-01 1.09778476e-01 8.61736051e-03 1.31217764e-01
-2.45989057e-01 -1.81599809e-01 -1.71167539e-01 -6.23791482e-02
6.51488694e-02 2.86881079e-02]
[ -2.57896643e-03 1.09468514e-01 -3.89056776e-02 1.68638418e-01
-3.10646243e-02 4.12007007e-02 1.90683930e-02 1.62802332e-01
5.69159616e-03 2.32618817e-01]
[ 1.83932353e-01 8.56521853e-02 2.01517891e-01 2.74961563e-02
-1.30037616e-02 1.38662854e-01 2.75541689e-02 1.68571689e-01
1.51556542e-01 -5.32249556e-02]
[ -1.08425194e-01 1.18543915e-01 2.22959536e-01 -3.63020330e-02
1.38867774e-01 1.55690790e-01 1.29369004e-02 -1.29265695e-02
-7.29914692e-02 -5.55968085e-03]
[ -1.03645066e-01 -2.46663190e-02 2.17983719e-02 8.01638827e-02
-1.01105859e-02 1.21880185e-01 2.78113040e-01 2.07183152e-02
-2.84832531e-01 -1.05187654e-01]
[ -1.73235374e-01 1.13563440e-01 -6.85730302e-02 -2.80680463e-01
-3.49182506e-02 8.99185905e-02 -4.03762565e-02 1.01073377e-01
-1.61452742e-01 1.04320033e-01]
[ 1.01437290e-01 -1.02273312e-01 -7.83278378e-02 -3.45783739e-02
-5.87703282e-02 -3.21497411e-02 -1.11759113e-01 1.48647039e-01
-7.04042419e-02 -7.04980775e-02]
[ 1.54337765e-01 -1.12264345e-01 -1.36752211e-01 1.17587243e-03
1.31339718e-01 -6.16907126e-02 -6.89712220e-02 -1.46488450e-01
1.33372383e-01 -8.86711920e-02]
[ -1.39745969e-01 1.42397992e-01 2.44046221e-01 -5.40149209e-02
2.41446729e-01 1.09378214e-01 8.00348083e-03 -2.93971821e-01
-1.47033086e-01 -8.67749122e-02]
[ -3.28436882e-01 2.09443885e-01 2.34968228e-02 4.52485979e-03
-3.24355319e-02 -1.86031344e-01 -1.64230584e-01 2.32641605e-01
-7.60896360e-02 1.32210180e-01]
[ 1.41626066e-01 1.25999433e-01 -2.44392281e-01 -1.07066600e-01
1.01513893e-01 -2.82731284e-01 -4.43062409e-03 -1.66043226e-01
-1.60978190e-02 -1.96751407e-01]
[ 2.18853135e-01 -9.25592695e-02 6.58336810e-02 -1.08075196e-02
-5.52334226e-02 -3.50246333e-02 -7.75324876e-02 -1.37234722e-01
1.15867029e-01 -1.56550948e-01]
[ -9.97522151e-02 1.36869242e-02 1.22326781e-01 1.19058502e-01
-7.24401055e-02 -1.12347372e-01 2.04315459e-01 -7.57974433e-02
1.89542866e-01 8.91253562e-03]
[ 2.11363143e-02 -8.73101057e-02 2.16106451e-01 -2.21627153e-01
5.73582898e-02 1.10569579e-01 -3.68687192e-02 -1.10247378e-01
3.21105863e-02 2.66084771e-01]]
[[ 0.21813912]
[ 0.70607058]
[ 0.16982176]
[ 0.2468313 ]
[-1.10132808]
[-0.22264279]
[-0.78143414]
[-0.06864847]
[ 0.14702731]
[ 0.41453285]]
Progress: 3.6% ... Training loss: 0.622 ... Validation loss: 1.055[[ 1.06411985e-01 2.16657201e-01 -1.49786807e-01 4.61193132e-02
-5.81267604e-01 -2.35573158e-02 -7.35845566e-02 1.37302776e-01
-1.44147573e-01 1.53340036e-01]
[ 2.15491741e-02 1.97037393e-01 -1.64841049e-02 4.75017751e-02
6.89514577e-02 -9.05744464e-03 2.74696781e-01 4.13396371e-02
1.44314104e-01 -1.73304690e-02]
[ 2.30769667e-01 4.82520575e-01 4.86896334e-02 2.03312162e-01
-2.81463384e-01 -9.61386426e-02 -6.87193064e-01 -3.25132959e-02
1.56246462e-01 4.59823155e-01]
[ -6.67169148e-02 -4.53146838e-01 -2.66103955e-01 -7.34794325e-02
4.61233001e-01 2.01263398e-01 3.35383457e-01 5.76721609e-02
-2.92310306e-02 -4.46358265e-02]
[ 1.14016797e-03 2.32463861e-01 -1.45987413e-01 5.31503258e-02
6.00465123e-02 -1.79497310e-01 -4.89510236e-02 -1.19808790e-01
-2.02240902e-01 7.86303729e-02]
[ -3.62693827e-01 -2.73587562e-01 -2.95172001e-01 1.16090520e-01
1.98661367e-01 7.11363970e-02 6.43995611e-04 -3.06883957e-02
-3.24237852e-02 1.21922384e-02]
[ 8.07306512e-03 -7.01707801e-02 1.86251355e-02 1.21103115e-01
-2.58533808e-01 -8.20162760e-02 9.39803798e-02 -1.88906729e-01
1.91564434e-01 8.02598384e-02]
[ 1.32418412e-01 -9.94960846e-02 4.10966724e-02 -4.39351710e-02
3.89361948e-02 -5.46909592e-02 -1.01265986e-01 1.22842924e-01
7.75381403e-02 3.28722610e-02]
[ -1.55300889e-01 -1.34496193e-02 -3.02879303e-01 3.22393090e-03
-1.22107526e-01 6.84100816e-02 -2.96100852e-01 -2.28759238e-02
2.80552276e-01 -9.37213895e-02]
[ 3.88469393e-02 -1.61280761e-01 7.70315908e-02 2.91744971e-04
7.89938050e-02 -8.31011727e-02 -6.12418304e-02 -9.19136832e-02
-4.24548887e-02 1.50415175e-01]
[ -7.47115235e-02 1.47842561e-01 -1.46515019e-03 -1.56071022e-01
-3.76431960e-02 3.09873233e-02 3.94474224e-02 -9.82290456e-02
-1.99905535e-02 -1.17513466e-01]
[ -4.92690919e-02 1.49906179e-01 -4.19472204e-02 6.71434946e-02
8.69525356e-02 6.85882519e-02 -1.89860074e-01 -1.56259182e-02
-1.08768581e-01 -1.11703440e-01]
[ -1.55526240e-01 7.44339350e-03 6.26751934e-02 2.38845963e-02
-1.77575545e-01 -2.20528165e-01 -1.82166703e-01 -1.96911553e-01
8.88657078e-02 1.76541033e-01]
[ -2.05640230e-01 -9.12953430e-02 1.23204810e-01 2.77818863e-01
-1.64341726e-01 -8.41561201e-02 -1.62187219e-01 -2.53849980e-01
-2.02362459e-01 2.27490727e-02]
[ 1.06880487e-01 -4.14871777e-02 -2.36151835e-02 9.75957210e-02
2.08155144e-02 -7.11443531e-02 1.08380160e-01 5.95421800e-03
1.47420257e-02 6.44598566e-03]
[ 1.06751780e-02 -8.87410336e-02 -2.24154351e-01 1.12267465e-01
2.83471465e-02 1.09468551e-01 -2.81685505e-02 -1.66652914e-02
-1.24115303e-01 -4.09121192e-02]
[ -1.26207543e-01 -4.09426480e-02 -2.05117921e-01 1.51756196e-01
-6.35746993e-02 1.35286340e-01 3.33996223e-03 -2.50841152e-01
6.02295438e-02 -2.01658281e-01]
[ -7.55306046e-02 -3.71242968e-02 2.74598699e-01 9.52385771e-02
1.05705052e-01 -5.91065308e-02 -1.38202340e-01 1.22353132e-01
6.42098113e-02 3.37799171e-02]
[ 8.81813528e-02 1.24432951e-01 1.08973423e-01 1.41385469e-01
-1.38196020e-01 -5.07230088e-02 1.21810090e-01 1.15503397e-01
-2.95166804e-03 5.67763238e-03]
[ 2.29251045e-02 -8.55161552e-02 -2.79366568e-01 -2.39359752e-02
1.49486999e-01 -1.06047938e-01 1.05194044e-01 1.61596400e-01
1.21176620e-01 2.89552976e-03]
[ 5.32549098e-02 4.85911007e-02 -1.20188477e-01 4.14169493e-02
-1.17866953e-01 3.27921669e-01 2.14688471e-01 2.06297173e-01
-1.70293469e-01 -4.52394761e-02]
[ -1.68074118e-03 -3.99733629e-02 1.13798813e-01 9.70033494e-02
3.79798141e-03 1.19695178e-01 -2.07434743e-01 -3.50931030e-02
2.00497237e-01 7.73228454e-02]
[ 9.80812324e-02 5.83705662e-02 -5.62798409e-02 -1.17599008e-01
-7.76282586e-02 -3.21718683e-01 1.25388890e-01 1.05973694e-02
1.33644669e-01 7.50166245e-02]
[ -9.79742748e-02 2.37892485e-02 -1.48269274e-02 2.29984187e-02
1.32619556e-02 -2.01915879e-01 -9.12799116e-02 -1.92445550e-02
1.46341565e-02 1.30483700e-01]
[ -1.30521426e-01 -1.29974637e-02 -1.91250406e-01 1.51116697e-02
-3.05671033e-01 -9.50813404e-03 -5.81844835e-02 -2.14902968e-02
1.87434657e-02 8.46706247e-02]
[ 5.98044743e-02 2.01245713e-01 -2.66973313e-02 -3.24094152e-03
1.01632110e-01 2.17392362e-01 2.42500621e-01 1.08988661e-01
-8.94567844e-02 -2.22768816e-01]
[ 9.27154054e-02 -2.61680198e-02 2.93830646e-02 7.78429879e-02
1.42683082e-01 2.90678342e-02 1.37976069e-01 8.58869088e-02
1.38632911e-01 -1.96219722e-01]
[ 1.04503631e-01 -1.19611623e-01 7.41282150e-03 2.10117955e-02
2.32457240e-01 -3.80884405e-02 1.49733179e-01 4.33600192e-02
-2.67088929e-01 -6.07614293e-02]
[ -4.95543413e-02 -2.34483044e-01 5.28218342e-02 -3.95056581e-02
2.15641773e-01 -1.64712204e-01 2.25945832e-01 -8.70254519e-02
5.26135051e-02 2.58041444e-01]
[ -1.81254132e-01 -6.02016904e-02 1.11168661e-01 9.34116387e-02
4.52484003e-01 7.47975458e-02 5.48990411e-02 4.24175045e-02
1.45911804e-02 3.03013804e-02]
[ -5.42916076e-02 1.35220957e-01 3.25596366e-01 -4.15227868e-02
-1.52058910e-02 -1.34856048e-01 2.18258086e-01 8.63536883e-03
-1.05631000e-01 1.95433727e-01]
[ -5.03110935e-02 1.00509228e-02 -1.41249416e-01 5.28919210e-03
1.33092977e-01 -2.74387467e-01 -6.96157104e-02 1.68530553e-01
6.88803233e-02 1.57828728e-05]
[ 6.93996010e-02 1.07027215e-01 1.39260923e-01 -1.52049008e-01
1.44395781e-01 8.41990962e-02 2.12503204e-03 2.90043574e-01
2.98585664e-02 9.48076393e-02]
[ 2.25945856e-01 -3.56140791e-02 -1.50211099e-01 1.50949616e-01
-4.08651146e-01 -2.01898354e-01 -8.30082622e-02 1.89259821e-01
2.59487918e-01 -2.48093231e-01]
[ 3.65083877e-02 1.13077304e-01 2.45128922e-01 2.36264574e-01
2.71842145e-03 -1.83220666e-01 -1.30966922e-01 -1.29561840e-01
-1.49392594e-01 -3.03947669e-01]
[ 5.38592057e-02 3.14650773e-02 -1.01687273e-01 -1.15182211e-02
1.11488907e-01 2.38577082e-02 -9.23642995e-02 -1.84856167e-01
6.70049353e-02 2.54240108e-01]
[ -1.07955221e-02 -8.39582201e-02 -7.06097500e-02 -6.65232310e-02
4.00101690e-02 -1.67112492e-01 1.22455213e-01 9.89434332e-03
2.59103595e-02 -6.46782959e-03]
[ 1.79985377e-03 -1.52089906e-02 2.32192901e-01 3.61574966e-02
-1.02958597e-01 -1.15466053e-01 2.02640442e-01 4.06752684e-02
-2.14826112e-01 7.24612966e-02]
[ 3.72094179e-02 -6.73186523e-02 9.22019446e-02 -4.16038448e-02
-8.52593147e-02 9.05222132e-02 1.72876390e-01 -2.71064560e-01
-5.43322314e-02 -1.37326630e-01]
[ -3.41293823e-02 1.52563334e-02 7.50921644e-02 -6.34987089e-02
7.32448265e-02 1.94253933e-01 1.67811474e-01 1.17397865e-01
-4.68871638e-02 1.47934107e-01]
[ 2.29976809e-01 7.30299045e-02 3.43832905e-02 9.40761577e-02
7.13649430e-03 -2.71730957e-02 -1.74039926e-01 1.47215272e-01
-4.42544643e-02 -1.00661927e-04]
[ -3.97914659e-02 -2.41649926e-01 -2.53840808e-02 -7.48726998e-02
-4.31606771e-02 -7.08292128e-02 2.51909558e-02 4.46037663e-02
3.52863461e-02 7.52999428e-02]
[ -1.65825835e-01 1.12668109e-01 9.63155074e-03 1.32640899e-01
-2.50621134e-01 -1.82748392e-01 -1.74562217e-01 -6.27745286e-02
6.60406579e-02 3.09655902e-02]
[ -1.40045306e-03 1.12883988e-01 -3.79586590e-02 1.69959220e-01
-3.61075274e-02 3.99888631e-02 1.52758501e-02 1.62409430e-01
6.52213731e-03 2.34688913e-01]
[ 1.84154463e-01 8.63162162e-02 2.01686284e-01 2.77500775e-02
-1.39959483e-02 1.38440163e-01 2.67459360e-02 1.68500722e-01
1.51706587e-01 -5.27995767e-02]
[ -1.08414599e-01 1.18568237e-01 2.22965865e-01 -3.62895317e-02
1.38826409e-01 1.55682315e-01 1.29207086e-02 -1.29314761e-02
-7.29858784e-02 -5.54748432e-03]
[ -1.03727430e-01 -2.49172976e-02 2.17366469e-02 8.00765651e-02
-9.76473174e-03 1.21963038e-01 2.78387765e-01 2.07407798e-02
-2.84888419e-01 -1.05342008e-01]
[ -1.73240813e-01 1.13543743e-01 -6.85754435e-02 -2.80686787e-01
-3.48909975e-02 8.99245391e-02 -4.03569043e-02 1.01075150e-01
-1.61455555e-01 1.04309650e-01]
[ 1.01084968e-01 -1.03494962e-01 -7.86223476e-02 -3.50198842e-02
-5.70980978e-02 -3.17652059e-02 -1.10597411e-01 1.48766531e-01
-7.06635552e-02 -7.12105815e-02]
[ 1.54178212e-01 -1.12861664e-01 -1.36897231e-01 9.80988994e-04
1.32296016e-01 -6.15226832e-02 -6.82263582e-02 -1.46441778e-01
1.33263542e-01 -8.90033844e-02]
[ -1.38111038e-01 1.46350733e-01 2.45326321e-01 -5.21813263e-02
2.34475281e-01 1.07788069e-01 3.05807109e-03 -2.94486371e-01
-1.45909545e-01 -8.39315136e-02]
[ -3.29115906e-01 2.07506309e-01 2.29409024e-02 3.72680324e-03
-2.93625183e-02 -1.85337284e-01 -1.62278899e-01 2.32859677e-01
-7.65514791e-02 1.31073551e-01]
[ 1.41532483e-01 1.25214887e-01 -2.44443131e-01 -1.07200470e-01
1.02540592e-01 -2.82571930e-01 -3.48216948e-03 -1.66016401e-01
-1.61489933e-02 -1.97031158e-01]
[ 2.18961422e-01 -9.24813235e-02 6.59137821e-02 -1.07356759e-02
-5.49298709e-02 -3.51067627e-02 -7.75310768e-02 -1.37279702e-01
1.15955218e-01 -1.56467812e-01]
[ -1.00031134e-01 1.28423900e-02 1.22119941e-01 1.18744537e-01
-7.09506364e-02 -1.12070740e-01 2.05149572e-01 -7.57111246e-02
1.89365585e-01 8.40316005e-03]
[ 2.16673297e-02 -8.58267883e-02 2.16511188e-01 -2.21024411e-01
5.54220234e-02 1.10053379e-01 -3.85981904e-02 -1.10404263e-01
3.24720336e-02 2.66923471e-01]]
[[ 0.22870919]
[ 0.72732631]
[ 0.18403709]
[ 0.26126463]
[-1.10138273]
[-0.21432473]
[-0.7792534 ]
[-0.06404474]
[ 0.1559276 ]
[ 0.42977196]]
Progress: 3.6% ... Training loss: 0.621 ... Validation loss: 1.022[[ 1.05886242e-01 2.14816337e-01 -1.50185598e-01 4.55066371e-02
-5.77769018e-01 -2.31191210e-02 -7.04768212e-02 1.37446182e-01
-1.44462989e-01 1.51879521e-01]
[ 2.14529389e-02 1.96720690e-01 -1.65628184e-02 4.73880024e-02
6.94342192e-02 -8.96893086e-03 2.75055494e-01 4.13703482e-02
1.44240015e-01 -1.75044997e-02]
[ 2.29424685e-01 4.78208829e-01 4.75621117e-02 2.01586774e-01
-2.73790619e-01 -9.48617552e-02 -6.82162616e-01 -3.20868847e-02
1.55275006e-01 4.56994528e-01]
[ -6.69873322e-02 -4.54360028e-01 -2.66361961e-01 -7.38507867e-02
4.61343908e-01 2.01599515e-01 3.36830048e-01 5.77837247e-02
-2.94640462e-02 -4.53923143e-02]
[ 1.03917195e-03 2.32979699e-01 -1.45958101e-01 5.31247697e-02
6.05386544e-02 -1.79485027e-01 -4.85887947e-02 -1.19821993e-01
-2.02232359e-01 7.84767457e-02]
[ -3.62410623e-01 -2.72815388e-01 -2.94915863e-01 1.16456067e-01
1.97455049e-01 7.08536760e-02 -2.74791886e-04 -3.07868611e-02
-3.21958798e-02 1.27284695e-02]
[ 7.24968156e-03 -7.24893534e-02 1.79378921e-02 1.20178819e-01
-2.54904262e-01 -8.12789007e-02 9.68149007e-02 -1.88676960e-01
1.90998182e-01 7.86440679e-02]
[ 1.31736958e-01 -1.01905808e-01 4.05232683e-02 -4.48280528e-02
4.32702224e-02 -5.40769555e-02 -9.81709800e-02 1.23058627e-01
7.70587919e-02 3.12466150e-02]
[ -1.55036511e-01 -1.26703383e-02 -3.02677263e-01 3.51601039e-03
-1.23046325e-01 6.81931023e-02 -2.96929296e-01 -2.29472449e-02
2.80708659e-01 -9.32704929e-02]
[ 3.75146151e-02 -1.65694110e-01 7.59584098e-02 -1.31924102e-03
8.64596569e-02 -8.18631739e-02 -5.61206167e-02 -9.15266276e-02
-4.33736016e-02 1.47607748e-01]
[ -7.41662087e-02 1.49493100e-01 -1.06981376e-03 -1.55426551e-01
-4.01256296e-02 3.04515852e-02 3.79417891e-02 -9.83872297e-02
-1.96318287e-02 -1.16676119e-01]
[ -4.94393383e-02 1.49492148e-01 -4.20718455e-02 6.69504597e-02
8.77875748e-02 6.87376699e-02 -1.89293359e-01 -1.55791039e-02
-1.08869905e-01 -1.11987648e-01]
[ -1.55526240e-01 7.44339350e-03 6.26751934e-02 2.38845963e-02
-1.77575545e-01 -2.20528165e-01 -1.82166703e-01 -1.96911553e-01
8.88657078e-02 1.76541033e-01]
[ -2.05557060e-01 -9.11744640e-02 1.23288377e-01 2.77947417e-01
-1.64763899e-01 -8.42657046e-02 -1.62405797e-01 -2.53887383e-01
-2.02278617e-01 2.28907169e-02]
[ 1.06972738e-01 -4.11831496e-02 -2.35268218e-02 9.77056354e-02
2.04463328e-02 -7.12111022e-02 1.08034721e-01 5.92447389e-03
1.48073224e-02 6.63615813e-03]
[ 1.07980121e-02 -8.83296952e-02 -2.24059223e-01 1.12414145e-01
2.78603408e-02 1.09344157e-01 -2.85576047e-02 -1.67019029e-02
-1.24023548e-01 -4.06823156e-02]
[ -1.26379074e-01 -4.11137002e-02 -2.05257351e-01 1.51592344e-01
-6.32018340e-02 1.35397573e-01 3.83309210e-03 -2.50801623e-01
6.01131408e-02 -2.01967942e-01]
[ -7.59211138e-02 -3.83231141e-02 2.74289331e-01 9.47946306e-02
1.07545491e-01 -5.87507750e-02 -1.36799873e-01 1.22462183e-01
6.39501781e-02 3.30213600e-02]
[ 8.74359619e-02 1.21922892e-01 1.08313571e-01 1.40466750e-01
-1.34325492e-01 -4.99758220e-02 1.24363601e-01 1.15736889e-01
-3.50224045e-03 4.15445545e-03]
[ 2.20683912e-02 -8.79571773e-02 -2.80068296e-01 -2.49625761e-02
1.53241994e-01 -1.05274817e-01 1.07633606e-01 1.61851280e-01
1.20569957e-01 1.41496962e-03]
[ 5.29672325e-02 4.72841512e-02 -1.20408661e-01 4.10635873e-02
-1.15509667e-01 3.28190177e-01 2.16313671e-01 2.06366885e-01
-1.70467622e-01 -4.58484858e-02]
[ -9.58345501e-04 -3.77905694e-02 1.14391148e-01 9.78307252e-02
6.29625605e-04 1.19007127e-01 -2.09291493e-01 -3.52905281e-02
2.01006128e-01 7.83399290e-02]
[ 9.84629799e-02 5.94982440e-02 -5.59735954e-02 -1.17166075e-01
-7.93369166e-02 -3.22046904e-01 1.24180086e-01 1.04918798e-02
1.33883136e-01 7.57084471e-02]
[ -9.80301488e-02 2.35734506e-02 -1.48812162e-02 2.29254437e-02
1.36117747e-02 -2.01864129e-01 -9.10917224e-02 -1.92281860e-02
1.45915014e-02 1.30368267e-01]
[ -1.30373386e-01 -1.24773238e-02 -1.91133663e-01 1.52861174e-02
-3.06243335e-01 -9.64701066e-03 -5.86856243e-02 -2.15309721e-02
1.88439810e-02 8.49422069e-02]
[ 5.93520483e-02 1.99831779e-01 -2.70758603e-02 -3.80442296e-03
1.03826150e-01 2.17842853e-01 2.44080674e-01 1.09125232e-01
-8.97894127e-02 -2.23638639e-01]
[ 9.20301702e-02 -2.85144521e-02 2.87920015e-02 7.69986929e-02
1.46180300e-01 2.97618091e-02 1.40415065e-01 8.60950582e-02
1.38146041e-01 -1.97612144e-01]
[ 1.03717120e-01 -1.22186498e-01 6.75770182e-03 2.00627700e-02
2.36121678e-01 -3.73181678e-02 1.52551036e-01 4.35868760e-02
-2.67652853e-01 -6.22779903e-02]
[ -4.95543413e-02 -2.34483044e-01 5.28218342e-02 -3.95056581e-02
2.15641773e-01 -1.64712204e-01 2.25945832e-01 -8.70254519e-02
5.26135051e-02 2.58041444e-01]
[ -1.81870658e-01 -6.20013417e-02 1.10667866e-01 9.26943105e-02
4.55390571e-01 7.53571724e-02 5.69069770e-02 4.25941407e-02
1.41568664e-02 2.91806527e-02]
[ -5.46679900e-02 1.34157155e-01 3.25297875e-01 -4.19440600e-02
-1.36680460e-02 -1.34518190e-01 2.19485559e-01 8.74085978e-03
-1.05888899e-01 1.94778788e-01]
[ -5.06421425e-02 9.04837902e-03 -1.41515650e-01 4.90909375e-03
1.34625674e-01 -2.74097251e-01 -6.86012055e-02 1.68622702e-01
6.86576266e-02 -5.71852619e-04]
[ 6.95179258e-02 1.07398598e-01 1.39348653e-01 -1.51916025e-01
1.43885887e-01 8.40866335e-02 1.75240041e-03 2.90011302e-01
2.99353860e-02 9.50188875e-02]
[ 2.26463038e-01 -3.40692135e-02 -1.49786666e-01 1.51586619e-01
-4.11068395e-01 -2.02417035e-01 -8.45981807e-02 1.89111478e-01
2.59855820e-01 -2.47228882e-01]
[ 3.65342695e-02 1.13193193e-01 2.45147944e-01 2.36295122e-01
2.52075548e-03 -1.83246164e-01 -1.31114056e-01 -1.29566218e-01
-1.49377579e-01 -3.03905437e-01]
[ 5.36361159e-02 3.08950740e-02 -1.01854565e-01 -1.17660697e-02
1.12532533e-01 2.40538595e-02 -9.17165852e-02 -1.84795651e-01
6.68583604e-02 2.53881226e-01]
[ -1.10407768e-02 -8.46938414e-02 -7.08341548e-02 -6.68269679e-02
4.09991116e-02 -1.66890274e-01 1.23198922e-01 9.96723147e-03
2.57335450e-02 -6.94287912e-03]
[ 1.65063335e-03 -1.56611497e-02 2.32070412e-01 3.59841840e-02
-1.02268943e-01 -1.15327775e-01 2.03139733e-01 4.07172316e-02
-2.14920184e-01 7.21986937e-02]
[ 3.74596734e-02 -6.66204807e-02 9.24027922e-02 -4.12990570e-02
-8.63060247e-02 9.02725237e-02 1.72303643e-01 -2.71141509e-01
-5.41453547e-02 -1.36966357e-01]
[ -3.42073298e-02 1.51495362e-02 7.50328320e-02 -6.35889867e-02
7.34760771e-02 1.94315915e-01 1.67969905e-01 1.17420532e-01
-4.69375268e-02 1.47818345e-01]
[ 2.30172047e-01 7.37683663e-02 3.45078488e-02 9.42792575e-02
6.27977569e-03 -2.73542626e-02 -1.74785381e-01 1.47170458e-01
-4.41425694e-02 2.24199251e-04]
[ -3.94809146e-02 -2.40781383e-01 -2.51429452e-02 -7.45028908e-02
-4.41170703e-02 -7.11356632e-02 2.43140936e-02 4.45124879e-02
3.54968805e-02 7.58328598e-02]
[ -1.65215479e-01 1.14363743e-01 1.01798420e-02 1.33377002e-01
-2.52739194e-01 -1.83319909e-01 -1.76356380e-01 -6.29659137e-02
6.64982795e-02 3.21740984e-02]
[ -6.78822078e-04 1.15073143e-01 -3.73757370e-02 1.70764860e-01
-3.94623718e-02 3.93138588e-02 1.33003049e-02 1.62210722e-01
7.01726869e-03 2.35764222e-01]
[ 1.84660695e-01 8.78637107e-02 2.02150896e-01 2.83943656e-02
-1.62870692e-02 1.37945604e-01 2.50318666e-02 1.68338768e-01
1.52089468e-01 -5.18087292e-02]
[ -1.08241126e-01 1.19071229e-01 2.23106830e-01 -3.60911608e-02
1.38014182e-01 1.55517204e-01 1.23412288e-02 -1.29805430e-02
-7.28713034e-02 -5.22204070e-03]
[ -1.03712344e-01 -2.48811966e-02 2.17451096e-02 8.00915418e-02
-9.80342100e-03 1.21950343e-01 2.78360585e-01 2.07370363e-02
-2.84878891e-01 -1.05318435e-01]
[ -1.73395392e-01 1.13062279e-01 -6.86945159e-02 -2.80858970e-01
-3.41582395e-02 9.00661203e-02 -3.98498896e-02 1.01118900e-01
-1.61559701e-01 1.04017179e-01]
[ 1.00781721e-01 -1.04433212e-01 -7.88849750e-02 -3.53941819e-02
-5.56991075e-02 -3.14633426e-02 -1.09662911e-01 1.48857473e-01
-7.08833437e-02 -7.17775537e-02]
[ 1.54062607e-01 -1.13165098e-01 -1.36973061e-01 8.66881148e-04
1.32830842e-01 -6.14259305e-02 -6.77534703e-02 -1.46411372e-01
1.33186506e-01 -8.92423414e-02]
[ -1.37494890e-01 1.48403178e-01 2.45800432e-01 -5.14523746e-02
2.31528058e-01 1.07194421e-01 1.12617733e-03 -2.94662953e-01
-1.45484017e-01 -8.28501062e-02]
[ -3.28979397e-01 2.08156578e-01 2.30917686e-02 3.91497799e-03
-3.01757644e-02 -1.85525631e-01 -1.62661009e-01 2.32809818e-01
-7.64359695e-02 1.31251555e-01]
[ 1.40740221e-01 1.22762118e-01 -2.45123446e-01 -1.08188503e-01
1.06624023e-01 -2.81818466e-01 -9.70928016e-04 -1.65776695e-01
-1.67254803e-02 -1.98547780e-01]
[ 2.18493731e-01 -9.44119671e-02 6.55238490e-02 -1.13246276e-02
-5.20048447e-02 -3.46370884e-02 -7.54479679e-02 -1.37142235e-01
1.15625424e-01 -1.57544839e-01]
[ -1.00361905e-01 1.17139240e-02 1.21834837e-01 1.18362157e-01
-6.93662295e-02 -1.11739270e-01 2.06387955e-01 -7.56196389e-02
1.89127577e-01 7.77846233e-03]
[ 2.16637462e-02 -8.58910309e-02 2.16514923e-01 -2.21027614e-01
5.58732602e-02 1.10035692e-01 -3.84075133e-02 -1.10401200e-01
3.24910091e-02 2.66867075e-01]]
[[ 0.2152632 ]
[ 0.71770678]
[ 0.17582935]
[ 0.2510554 ]
[-1.11170965]
[-0.22044213]
[-0.78788385]
[-0.07385747]
[ 0.14719796]
[ 0.41786133]]
Progress: 3.7% ... Training loss: 0.619 ... Validation loss: 1.049[[ 1.08060201e-01 2.21046718e-01 -1.48414425e-01 4.78890814e-02
-5.86004044e-01 -2.52981236e-02 -7.70384740e-02 1.36705091e-01
-1.42989448e-01 1.55398211e-01]
[ 2.14640409e-02 1.96764178e-01 -1.65498601e-02 4.74091766e-02
6.93343525e-02 -8.98707166e-03 2.75036034e-01 4.13636963e-02
1.44250362e-01 -1.74796612e-02]
[ 2.30469994e-01 4.82318743e-01 4.84239506e-02 2.02647897e-01
-2.77045935e-01 -9.59600370e-02 -6.86150917e-01 -3.24297673e-02
1.55961191e-01 4.58892908e-01]
[ -6.58020986e-02 -4.50871316e-01 -2.65402797e-01 -7.23227521e-02
4.54462555e-01 2.00402748e-01 3.33001435e-01 5.73831931e-02
-2.86666538e-02 -4.31071962e-02]
[ 5.59322355e-04 2.31907285e-01 -1.46472222e-01 5.24209800e-02
6.31559708e-02 -1.78909988e-01 -4.72716170e-02 -1.19644975e-01
-2.02597370e-01 7.74625704e-02]
[ -3.61683537e-01 -2.70797807e-01 -2.94306511e-01 1.17311862e-01
1.93939937e-01 7.00982680e-02 -2.61159673e-03 -3.10402684e-02
-3.16828970e-02 1.40193708e-02]
[ 7.69209928e-03 -7.08285782e-02 1.83120887e-02 1.20572278e-01
-2.56177637e-01 -8.16961337e-02 9.52203621e-02 -1.88832502e-01
1.91295779e-01 7.91889080e-02]
[ 1.31869010e-01 -1.01884865e-01 4.06142467e-02 -4.47503844e-02
4.38178176e-02 -5.42285519e-02 -9.82571978e-02 1.23028907e-01
7.71260003e-02 3.13193961e-02]
[ -1.54979693e-01 -1.24805555e-02 -3.02628772e-01 3.59041569e-03
-1.23345358e-01 6.81387877e-02 -2.97007553e-01 -2.29670050e-02
2.80745902e-01 -9.31805370e-02]
[ 3.81582057e-02 -1.64248307e-01 7.64820473e-02 -7.88236435e-04
8.50640531e-02 -8.24271991e-02 -5.75035586e-02 -9.17231835e-02
-4.29708667e-02 1.48317217e-01]
[ -7.34926310e-02 1.51772196e-01 -4.97439649e-04 -1.54589877e-01
-4.30217590e-02 2.96905122e-02 3.54107611e-02 -9.86378859e-02
-1.91540612e-02 -1.15439553e-01]
[ -4.93981331e-02 1.49656331e-01 -4.20448395e-02 6.69841084e-02
8.75393837e-02 6.86842162e-02 -1.89475207e-01 -1.55903217e-02
-1.08835377e-01 -1.11935205e-01]
[ -1.55526240e-01 7.44339350e-03 6.26751934e-02 2.38845963e-02
-1.77575545e-01 -2.20528165e-01 -1.82166703e-01 -1.96911553e-01
8.88657078e-02 1.76541033e-01]
[ -2.04939345e-01 -8.93344353e-02 1.23833980e-01 2.78727238e-01
-1.67939055e-01 -8.49324250e-02 -1.64575287e-01 -2.54108753e-01
-2.01840571e-01 2.40286006e-02]
[ 1.06738613e-01 -4.20049837e-02 -2.37388862e-02 9.74029425e-02
2.17775100e-02 -7.09457149e-02 1.08907953e-01 6.01009585e-03
1.46313051e-02 6.14440014e-03]
[ 1.13393436e-02 -8.68563183e-02 -2.23619188e-01 1.12964022e-01
2.59133137e-02 1.08782435e-01 -3.01663791e-02 -1.68895669e-02
-1.23638081e-01 -3.97951678e-02]
[ -1.26816640e-01 -4.22671583e-02 -2.05623495e-01 1.51085364e-01
-6.14179917e-02 1.35825568e-01 5.21359660e-03 -2.50663567e-01
5.98100762e-02 -2.02816195e-01]
[ -7.56395299e-02 -3.75278720e-02 2.74542533e-01 9.50547954e-02
1.06546466e-01 -5.89723904e-02 -1.37670889e-01 1.22371246e-01
6.41489169e-02 3.33866462e-02]
[ 8.77705997e-02 1.23128197e-01 1.08582077e-01 1.40834289e-01
-1.35789530e-01 -5.03056448e-02 1.23167577e-01 1.15630133e-01
-3.28808118e-03 4.77438272e-03]
[ 2.18078684e-02 -8.85901543e-02 -2.80301751e-01 -2.52733248e-02
1.54657523e-01 -1.05048220e-01 1.08201861e-01 1.61947381e-01
1.20381069e-01 9.91369987e-04]
[ 5.32133606e-02 4.77004743e-02 -1.20196086e-01 4.13475537e-02
-1.16055994e-01 3.27924255e-01 2.15727362e-01 2.06281367e-01
-1.70289819e-01 -4.54348608e-02]
[ -7.78532333e-04 -3.73244435e-02 1.14529318e-01 9.79983252e-02
1.77376018e-04 1.18839192e-01 -2.09531351e-01 -3.53444006e-02
2.01116178e-01 7.85152687e-02]
[ 9.85848616e-02 5.99079650e-02 -5.58663511e-02 -1.17015027e-01
-7.99795400e-02 -3.22165556e-01 1.23809782e-01 1.04479405e-02
1.33966329e-01 7.59452726e-02]
[ -9.80844603e-02 2.33972586e-02 -1.49299834e-02 2.28607926e-02
1.38781380e-02 -2.01807059e-01 -9.08841634e-02 -1.92084119e-02
1.45514675e-02 1.30250015e-01]
[ -1.30351578e-01 -1.24099035e-02 -1.91115550e-01 1.53125009e-02
-3.06353724e-01 -9.67022180e-03 -5.87692171e-02 -2.15388970e-02
1.88595587e-02 8.49865140e-02]
[ 5.91806822e-02 1.99270881e-01 -2.72183372e-02 -4.00796551e-03
1.04526115e-01 2.18023540e-01 2.44701649e-01 1.09184364e-01
-8.99085097e-02 -2.23959931e-01]
[ 9.16871855e-02 -2.96201988e-02 2.85145055e-02 7.65891960e-02
1.47951147e-01 3.01199231e-02 1.41599714e-01 8.62138596e-02
1.37909694e-01 -1.98260022e-01]
[ 1.03496371e-01 -1.22938039e-01 6.57309792e-03 1.97989944e-02
2.37238576e-01 -3.70953621e-02 1.53375900e-01 4.36610644e-02
-2.67794184e-01 -6.27004093e-02]
[ -4.96812376e-02 -2.34922813e-01 5.27085089e-02 -3.96693344e-02
2.16338111e-01 -1.64583827e-01 2.26407657e-01 -8.69790219e-02
5.25214567e-02 2.57772883e-01]
[ -1.81995661e-01 -6.24298496e-02 1.10558576e-01 9.25371609e-02
4.56086942e-01 7.54899181e-02 5.73793627e-02 4.26401675e-02
1.40679126e-02 2.89166915e-02]
[ -5.52296783e-02 1.32181976e-01 3.24830433e-01 -4.26380367e-02
-1.07898501e-02 -1.33922397e-01 2.21651568e-01 8.94368455e-03
-1.06292918e-01 1.93685875e-01]
[ -5.10548961e-02 7.69938941e-03 -1.41852686e-01 4.41054518e-03
1.36760692e-01 -2.73680280e-01 -6.71611809e-02 1.68771020e-01
6.83674100e-02 -1.33843254e-03]
[ 6.96938255e-02 1.07952374e-01 1.39499837e-01 -1.51703279e-01
1.42995104e-01 8.38984660e-02 1.16586253e-03 2.89946835e-01
3.00594298e-02 9.53417767e-02]
[ 2.26795169e-01 -3.30542251e-02 -1.49528580e-01 1.51970702e-01
-4.12430566e-01 -2.02746451e-01 -8.57895366e-02 1.89001650e-01
2.60082524e-01 -2.46607987e-01]
[ 3.67615575e-02 1.13838436e-01 2.45340808e-01 2.36575793e-01
1.28212749e-03 -1.83483509e-01 -1.31933215e-01 -1.29645027e-01
-1.49229362e-01 -3.03521754e-01]
[ 5.35694094e-02 3.07114649e-02 -1.01906537e-01 -1.18441523e-02
1.12788355e-01 2.41271605e-02 -9.15981428e-02 -1.84771045e-01
6.68135297e-02 2.53780885e-01]
[ -1.10161409e-02 -8.44853857e-02 -7.08293760e-02 -6.67871116e-02
4.05892747e-02 -1.66936761e-01 1.22982696e-01 9.95583246e-03
2.57580173e-02 -6.84980179e-03]
[ 1.69353946e-03 -1.55233792e-02 2.32111658e-01 3.60406859e-02
-1.02513894e-01 -1.15370382e-01 2.03024902e-01 4.06999540e-02
-2.14886093e-01 7.22739265e-02]
[ 3.77423878e-02 -6.53969038e-02 9.26765644e-02 -4.09167292e-02
-8.75775542e-02 8.99207518e-02 1.71242099e-01 -2.71251505e-01
-5.39326734e-02 -1.36385332e-01]
[ -3.45163996e-02 1.42753242e-02 7.48081772e-02 -6.39481777e-02
7.47652775e-02 1.94637213e-01 1.68816015e-01 1.17528295e-01
-4.71341288e-02 1.47319797e-01]
[ 2.29958937e-01 7.35777649e-02 3.43238764e-02 9.40516900e-02
7.05809307e-03 -2.71874637e-02 -1.74428423e-01 1.47234709e-01
-4.43023167e-02 -1.06982283e-04]
[ -3.92591822e-02 -2.40119907e-01 -2.49827697e-02 -7.42611188e-02
-4.47552009e-02 -7.13343197e-02 2.35696946e-02 4.44407399e-02
3.56367985e-02 7.62038573e-02]
[ -1.63876266e-01 1.18201590e-01 1.12771120e-02 1.34885243e-01
-2.58620645e-01 -1.84633232e-01 -1.80090069e-01 -6.34271083e-02
6.74167104e-02 3.44352268e-02]
[ 6.72631440e-04 1.18964828e-01 -3.62748007e-02 1.72221448e-01
-4.48422449e-02 3.79513666e-02 8.85146680e-03 1.61755386e-01
7.94111418e-03 2.37922734e-01]
[ 1.84831492e-01 8.83600208e-02 2.02305430e-01 2.86207678e-02
-1.71906402e-02 1.37761157e-01 2.45163858e-02 1.68273429e-01
1.52215777e-01 -5.14756834e-02]
[ -1.08342107e-01 1.18745175e-01 2.23022048e-01 -3.62165325e-02
1.38562666e-01 1.55626188e-01 1.26327761e-02 -1.29439442e-02
-7.29412332e-02 -5.38004488e-03]
[ -1.03641902e-01 -2.46476872e-02 2.18014510e-02 8.01732233e-02
-1.01455772e-02 1.21878907e-01 2.78105652e-01 2.07128758e-02
-2.84831160e-01 -1.05180893e-01]
[ -1.73434485e-01 1.12929244e-01 -6.87270931e-02 -2.80904739e-01
-3.40021413e-02 9.01061932e-02 -3.97208229e-02 1.01130480e-01
-1.61585690e-01 1.03941084e-01]
[ 1.00591282e-01 -1.05130623e-01 -7.90435157e-02 -3.56375790e-02
-5.46975016e-02 -3.12616908e-02 -1.08984592e-01 1.48928079e-01
-7.10256459e-02 -7.21693307e-02]
[ 1.54245956e-01 -1.12522813e-01 -1.36784128e-01 1.12084835e-03
1.32210339e-01 -6.16435964e-02 -6.83051330e-02 -1.46485538e-01
1.33322774e-01 -8.88296777e-02]
[ -1.37197779e-01 1.49252251e-01 2.46071114e-01 -5.10962026e-02
2.30035642e-01 1.06882077e-01 3.98808084e-04 -2.94775136e-01
-1.45264469e-01 -8.23512039e-02]
[ -3.28816914e-01 2.08766737e-01 2.32021910e-02 4.02122228e-03
-3.03179998e-02 -1.85666774e-01 -1.63226539e-01 2.32781672e-01
-7.63506546e-02 1.31413018e-01]
[ 1.40230356e-01 1.21296612e-01 -2.45555620e-01 -1.08796764e-01
1.08855311e-01 -2.81303835e-01 7.80365736e-04 -1.65601616e-01
-1.70967239e-02 -1.99546236e-01]
[ 2.18219967e-01 -9.55434259e-02 6.53102241e-02 -1.16578888e-02
-5.07564744e-02 -3.43607057e-02 -7.45035382e-02 -1.37047972e-01
1.15441381e-01 -1.58124556e-01]
[ -9.92027741e-02 1.49890796e-02 1.22781970e-01 1.19586964e-01
-7.35422274e-02 -1.12869089e-01 2.02662902e-01 -7.60170100e-02
1.89929151e-01 9.62612389e-03]
[ 2.20036744e-02 -8.47816565e-02 2.16766569e-01 -2.20625956e-01
5.42848301e-02 1.09667099e-01 -3.96294397e-02 -1.10517105e-01
3.27186227e-02 2.67523035e-01]]
[[ 0.226051 ]
[ 0.7318795 ]
[ 0.18751241]
[ 0.26841023]
[-1.10710357]
[-0.20711774]
[-0.77883325]
[-0.06100594]
[ 0.16051216]
[ 0.43565278]]
Progress: 3.8% ... Training loss: 0.619 ... Validation loss: 1.009[[ 1.08654768e-01 2.22054974e-01 -1.47789670e-01 4.87404328e-02
-5.86750628e-01 -2.59037071e-02 -7.74780576e-02 1.36510680e-01
-1.42439783e-01 1.56488468e-01]
[ 2.14063749e-02 1.96543684e-01 -1.66084598e-02 4.73297257e-02
6.96625713e-02 -8.92616779e-03 2.75261272e-01 4.13809258e-02
1.44209404e-01 -1.76073746e-02]
[ 2.32044006e-01 4.86076644e-01 5.00046422e-02 2.04814736e-01
-2.82122853e-01 -9.75751976e-02 -6.89716243e-01 -3.29340408e-02
1.57284627e-01 4.61979170e-01]
[ -6.66494530e-02 -4.52131059e-01 -2.66166922e-01 -7.33921786e-02
4.56648373e-01 2.01256722e-01 3.34314894e-01 5.76516820e-02
-2.93728879e-02 -4.43847007e-02]
[ 3.48666815e-04 2.30121183e-01 -1.46631573e-01 5.21306454e-02
6.50488552e-02 -1.78734674e-01 -4.54347252e-02 -1.19615304e-01
-2.02607719e-01 7.68923321e-02]
[ -3.62115419e-01 -2.72432907e-01 -2.94688335e-01 1.16759856e-01
1.96109869e-01 7.05105428e-02 -9.38490301e-04 -3.09236009e-02
-3.20013198e-02 1.30853103e-02]
[ 7.08438235e-03 -7.28358552e-02 1.78006225e-02 1.19850107e-01
-2.52545707e-01 -8.10928257e-02 9.74622768e-02 -1.88654975e-01
1.90874361e-01 7.80312108e-02]
[ 1.31785880e-01 -1.02888928e-01 4.06454858e-02 -4.47711253e-02
4.55465698e-02 -5.42265192e-02 -9.69940304e-02 1.23020979e-01
7.71850592e-02 3.11274173e-02]
[ -1.54625544e-01 -1.14137522e-02 -3.02330697e-01 3.99941700e-03
-1.24577853e-01 6.78364307e-02 -2.97629159e-01 -2.30658337e-02
2.80962792e-01 -9.25325100e-02]
[ 3.73822288e-02 -1.67223892e-01 7.58925809e-02 -1.74254635e-03
9.05587112e-02 -8.16889712e-02 -5.35689908e-02 -9.15221553e-02
-4.34654396e-02 1.46679951e-01]
[ -7.28498646e-02 1.52973026e-01 4.91226239e-05 -1.53790104e-01
-4.49296947e-02 2.90994154e-02 3.40219509e-02 -9.88220344e-02
-1.86843072e-02 -1.14311618e-01]
[ -5.00335029e-02 1.47851449e-01 -4.25659118e-02 6.62527281e-02
9.02507802e-02 6.92523435e-02 -1.87464382e-01 -1.54197638e-02
-1.09274449e-01 -1.13061584e-01]
[ -1.55526240e-01 7.44339350e-03 6.26751934e-02 2.38845963e-02
-1.77575545e-01 -2.20528165e-01 -1.82166703e-01 -1.96911553e-01
8.88657078e-02 1.76541033e-01]
[ -2.05086336e-01 -9.00531623e-02 1.23663667e-01 2.78487036e-01
-1.66962536e-01 -8.47512259e-02 -1.63915834e-01 -2.54061602e-01
-2.01961011e-01 2.36045624e-02]
[ 1.06811698e-01 -4.19181315e-02 -2.36776529e-02 9.74956319e-02
2.14259617e-02 -7.10305919e-02 1.08866409e-01 5.98538421e-03
1.46856314e-02 6.28890077e-03]
[ 1.06664350e-02 -8.87410079e-02 -2.24158700e-01 1.12185920e-01
2.88059744e-02 1.09361110e-01 -2.80210194e-02 -1.67095576e-02
-1.24103550e-01 -4.10723899e-02]
[ -1.26937143e-01 -4.28079913e-02 -2.05708582e-01 1.50936242e-01
-6.05090553e-02 1.35975977e-01 5.70341440e-03 -2.50626084e-01
5.97268084e-02 -2.03020125e-01]
[ -7.56564904e-02 -3.75895420e-02 2.74534554e-01 9.50332288e-02
1.06623463e-01 -5.89429134e-02 -1.37566604e-01 1.22376792e-01
6.41417512e-02 3.33135220e-02]
[ 8.76690321e-02 1.22445323e-01 1.08466469e-01 1.40702257e-01
-1.34478430e-01 -5.01693032e-02 1.23822702e-01 1.15666146e-01
-3.36395279e-03 4.56149846e-03]
[ 2.19163862e-02 -8.84134589e-02 -2.80153009e-01 -2.50800254e-02
1.54119995e-01 -1.05190393e-01 1.08054394e-01 1.61896305e-01
1.20513757e-01 1.18847748e-03]
[ 5.32890186e-02 4.76692743e-02 -1.20079330e-01 4.14655741e-02
-1.15526944e-01 3.27811558e-01 2.15817309e-01 2.06252289e-01
-1.70186985e-01 -4.52368005e-02]
[ -5.33133003e-04 -3.66089556e-02 1.14736900e-01 9.83020209e-02
-3.38394687e-04 1.18618023e-01 -2.09695068e-01 -3.54196514e-02
2.01283380e-01 7.89764141e-02]
[ 9.85721382e-02 5.98827612e-02 -5.58734540e-02 -1.17030916e-01
-7.99121353e-02 -3.22166422e-01 1.23860087e-01 1.04506821e-02
1.33955076e-01 7.59157771e-02]
[ -9.82509716e-02 2.28881425e-02 -1.50747577e-02 2.26480795e-02
1.46591381e-02 -2.01638686e-01 -9.02876178e-02 -1.91599924e-02
1.44205475e-02 1.29904603e-01]
[ -1.30384653e-01 -1.25142623e-02 -1.91143464e-01 1.52685060e-02
-3.06194427e-01 -9.63765567e-03 -5.86507440e-02 -2.15287075e-02
1.88330043e-02 8.49160960e-02]
[ 5.88798829e-02 1.98291339e-01 -2.74694706e-02 -4.38456732e-03
1.05925191e-01 2.18306569e-01 2.45782738e-01 1.09269105e-01
-9.01258493e-02 -2.24565097e-01]
[ 9.08347353e-02 -3.22296825e-02 2.78149572e-02 7.55865867e-02
1.51573869e-01 3.08702908e-02 1.44546452e-01 8.64393009e-02
1.37310468e-01 -1.99892441e-01]
[ 1.03387013e-01 -1.23263774e-01 6.47860680e-03 1.96632318e-02
2.37771960e-01 -3.69918376e-02 1.53756576e-01 4.36921770e-02
-2.67876203e-01 -6.29187324e-02]
[ -5.01966934e-02 -2.36552868e-01 5.22663032e-02 -4.03055129e-02
2.18871979e-01 -1.64099533e-01 2.28165384e-01 -8.68369189e-02
5.21475490e-02 2.56814558e-01]
[ -1.82812994e-01 -6.50303387e-02 1.09869280e-01 9.15579705e-02
4.60129802e-01 7.62575844e-02 6.02064523e-02 4.28667465e-02
1.35010640e-02 2.73934356e-02]
[ -5.52522207e-02 1.32114848e-01 3.24809250e-01 -4.26665334e-02
-1.06882455e-02 -1.33900746e-01 2.21727190e-01 8.95055505e-03
-1.06310806e-01 1.93637773e-01]
[ -5.12347037e-02 7.19749344e-03 -1.41994170e-01 4.19464603e-03
1.37627178e-01 -2.73511493e-01 -6.65674192e-02 1.68820349e-01
6.82388631e-02 -1.68521997e-03]
[ 7.04019181e-02 1.10155077e-01 1.40093051e-01 -1.50856465e-01
1.39826446e-01 8.32831806e-02 -1.22501175e-03 2.89759875e-01
3.05465025e-02 9.66909071e-02]
[ 2.27461265e-01 -3.08192738e-02 -1.48975291e-01 1.52772655e-01
-4.15011657e-01 -2.03373376e-01 -8.80917913e-02 1.88821648e-01
2.60564667e-01 -2.45297089e-01]
[ 3.66999600e-02 1.13692267e-01 2.45310987e-01 2.36540471e-01
1.28994494e-03 -1.83451042e-01 -1.31904862e-01 -1.29634756e-01
-1.49263083e-01 -3.03638492e-01]
[ 5.34304563e-02 3.03500924e-02 -1.02024030e-01 -1.20137618e-02
1.13358897e-01 2.42603418e-02 -9.11845132e-02 -1.84732778e-01
6.67130629e-02 2.53536196e-01]
[ -1.11044083e-02 -8.47636005e-02 -7.09153121e-02 -6.69306515e-02
4.12523032e-02 -1.66860965e-01 1.23247950e-01 9.98497796e-03
2.56717769e-02 -7.02563658e-03]
[ 1.50861470e-03 -1.61270006e-02 2.31956400e-01 3.58251677e-02
-1.01783873e-01 -1.15205794e-01 2.03744489e-01 4.07493942e-02
-2.15014134e-01 7.19760339e-02]
[ 3.75511311e-02 -6.60081099e-02 9.25083182e-02 -4.11650443e-02
-8.66271317e-02 9.01068926e-02 1.71897159e-01 -2.71198097e-01
-5.40762394e-02 -1.36768986e-01]
[ -3.45606023e-02 1.41431369e-02 7.47707299e-02 -6.40001884e-02
7.49847285e-02 1.94678614e-01 1.68972047e-01 1.17540140e-01
-4.71661819e-02 1.47232933e-01]
[ 2.30083363e-01 7.38799776e-02 3.44484718e-02 9.42091448e-02
6.68374250e-03 -2.73085167e-02 -1.74528071e-01 1.47196368e-01
-4.42032612e-02 1.54269264e-04]
[ -3.89588610e-02 -2.39091096e-01 -2.47112312e-02 -7.38720649e-02
-4.59589617e-02 -7.16352250e-02 2.27207135e-02 4.43508879e-02
3.58633947e-02 7.67710117e-02]
[ -1.63416751e-01 1.19058060e-01 1.16338715e-02 1.35401650e-01
-2.59804413e-01 -1.84983975e-01 -1.80986319e-01 -6.35459261e-02
6.77478614e-02 3.52001973e-02]
[ 1.30182740e-03 1.20445841e-01 -3.56633292e-02 1.73058687e-01
-4.72571767e-02 3.73120192e-02 7.30263583e-03 1.61554855e-01
8.46926531e-03 2.39002396e-01]
[ 1.85029733e-01 8.89104140e-02 2.02490093e-01 2.88787442e-02
-1.79390933e-02 1.37572141e-01 2.39334347e-02 1.68215105e-01
1.52368471e-01 -5.10627191e-02]
[ -1.08137764e-01 1.19141339e-01 2.23180828e-01 -3.59779931e-02
1.37760647e-01 1.55449214e-01 1.20763366e-02 -1.29978569e-02
-7.27996381e-02 -5.02958387e-03]
[ -1.03678810e-01 -2.47698328e-02 2.17719862e-02 8.01272742e-02
-9.97299971e-03 1.21913626e-01 2.78231343e-01 2.07232617e-02
-2.84858134e-01 -1.05253062e-01]
[ -1.73614020e-01 1.12319303e-01 -6.88930459e-02 -2.81135444e-01
-3.31744190e-02 9.02782877e-02 -3.90888691e-02 1.01181688e-01
-1.61721064e-01 1.03579486e-01]
[ 1.00255861e-01 -1.06183795e-01 -7.93328432e-02 -3.60532249e-02
-5.31639359e-02 -3.09458923e-02 -1.07860042e-01 1.49022109e-01
-7.12657832e-02 -7.28297134e-02]
[ 1.54273663e-01 -1.12417684e-01 -1.36735927e-01 1.15750630e-03
1.32419937e-01 -6.16710700e-02 -6.79488200e-02 -1.46498163e-01
1.33337710e-01 -8.87851832e-02]
[ -1.37379025e-01 1.48350906e-01 2.45881966e-01 -5.13482237e-02
2.31270599e-01 1.07111902e-01 1.24411236e-03 -2.94720726e-01
-1.45418711e-01 -8.27657703e-02]
[ -3.29469291e-01 2.06583481e-01 2.26261857e-02 3.21621463e-03
-2.67841909e-02 -1.85069351e-01 -1.60774848e-01 2.32966147e-01
-7.68254602e-02 1.30153209e-01]
[ 1.40319570e-01 1.21361541e-01 -2.45505219e-01 -1.08710743e-01
1.09020396e-01 -2.81340520e-01 6.53571020e-04 -1.65613546e-01
-1.70412372e-02 -1.99383246e-01]
[ 2.18501107e-01 -9.52335961e-02 6.56730988e-02 -1.12050613e-02
-5.14535840e-02 -3.47174230e-02 -7.48140040e-02 -1.37165242e-01
1.15751083e-01 -1.57723338e-01]
[ -9.91730912e-02 1.52632700e-02 1.22833061e-01 1.19637384e-01
-7.33458342e-02 -1.12902870e-01 2.02459406e-01 -7.60231646e-02
1.89965981e-01 9.77600333e-03]
[ 2.16409731e-02 -8.60307700e-02 2.16455178e-01 -2.21080770e-01
5.59402169e-02 1.10009765e-01 -3.80854087e-02 -1.10420573e-01
3.24668240e-02 2.66803119e-01]]
[[ 0.22565882]
[ 0.73326659]
[ 0.18210236]
[ 0.26357409]
[-1.12279835]
[-0.2146629 ]
[-0.79237164]
[-0.06482289]
[ 0.15840259]
[ 0.43282366]]
Progress: 3.8% ... Training loss: 0.615 ... Validation loss: 1.019[[ 1.10523505e-01 2.27574404e-01 -1.46218349e-01 5.08649954e-02
-5.93062389e-01 -2.76880920e-02 -8.26811991e-02 1.35942869e-01
-1.41091243e-01 1.59832605e-01]
[ 2.13681389e-02 1.96364446e-01 -1.66532447e-02 4.72754559e-02
6.98957064e-02 -8.87635688e-03 2.75436273e-01 4.13900875e-02
1.44170576e-01 -1.77020068e-02]
[ 2.33594194e-01 4.91323685e-01 5.13441009e-02 2.06623537e-01
-2.89402573e-01 -9.90577366e-02 -6.94775633e-01 -3.33674062e-02
1.58367786e-01 4.65303546e-01]
[ -6.72403789e-02 -4.54056917e-01 -2.66636046e-01 -7.37910765e-02
4.56347587e-01 2.01672981e-01 3.35931580e-01 5.78106236e-02
-2.97425606e-02 -4.54815391e-02]
[ 4.93369023e-04 2.30534650e-01 -1.46569184e-01 5.23022498e-02
6.40533237e-02 -1.78943407e-01 -4.57214625e-02 -1.19685683e-01
-2.02448832e-01 7.69511239e-02]
[ -3.61993070e-01 -2.72286062e-01 -2.94619711e-01 1.16803383e-01
1.96537390e-01 7.04357566e-02 -8.02862956e-04 -3.09474930e-02
-3.19065355e-02 1.32119459e-02]
[ 6.91729815e-03 -7.33417910e-02 1.76974673e-02 1.19643744e-01
-2.50225597e-01 -8.09532038e-02 9.81891463e-02 -1.88643244e-01
1.90791341e-01 7.78221253e-02]
[ 1.32658077e-01 -1.00039780e-01 4.13850103e-02 -4.37415045e-02
4.10265704e-02 -5.50888533e-02 -9.97571437e-02 1.22772537e-01
7.78117439e-02 3.27364689e-02]
[ -1.54950223e-01 -1.23998464e-02 -3.02560803e-01 3.67406440e-03
-1.23156864e-01 6.80951523e-02 -2.96553037e-01 -2.29849659e-02
2.80769423e-01 -9.31283578e-02]
[ 3.78046143e-02 -1.65949562e-01 7.62830603e-02 -1.36041320e-03
9.10552564e-02 -8.20685382e-02 -5.41262767e-02 -9.16671477e-02
-4.31231177e-02 1.47532763e-01]
[ -7.30256485e-02 1.52423783e-01 -7.18843307e-05 -1.53956165e-01
-4.44418308e-02 2.92150848e-02 3.46018381e-02 -9.87796043e-02
-1.87739261e-02 -1.14697746e-01]
[ -4.97773201e-02 1.48630325e-01 -4.23604964e-02 6.65780893e-02
8.89149919e-02 6.89774644e-02 -1.88311478e-01 -1.54969368e-02
-1.09082073e-01 -1.12597515e-01]
[ -1.55526240e-01 7.44339350e-03 6.26751934e-02 2.38845963e-02
-1.77575545e-01 -2.20528165e-01 -1.82166703e-01 -1.96911553e-01
8.88657078e-02 1.76541033e-01]
[ -2.05258614e-01 -9.06718552e-02 1.23508367e-01 2.78269696e-01
-1.66019134e-01 -8.45996052e-02 -1.63292272e-01 -2.54014036e-01
-2.02075834e-01 2.32737097e-02]
[ 1.06702613e-01 -4.22873218e-02 -2.37729056e-02 9.73543999e-02
2.21184323e-02 -7.09374892e-02 1.09251599e-01 6.01869696e-03
1.46216818e-02 6.04319354e-03]
[ 1.18802504e-02 -8.52077339e-02 -2.23199844e-01 1.13501863e-01
2.47099249e-02 1.08301237e-01 -3.14745453e-02 -1.70472697e-02
-1.23250524e-01 -3.88854981e-02]
[ -1.27401152e-01 -4.41957812e-02 -2.06065988e-01 1.50403569e-01
-5.81047544e-02 1.36390120e-01 7.29897895e-03 -2.50519000e-01
5.94065941e-02 -2.03884060e-01]
[ -7.57142713e-02 -3.76204213e-02 2.74521343e-01 9.49973206e-02
1.07020739e-01 -5.89192854e-02 -1.37460541e-01 1.22384902e-01
6.41116769e-02 3.33056244e-02]
[ 8.72412254e-02 1.20996211e-01 1.08123658e-01 1.40192248e-01
-1.32237187e-01 -4.97695450e-02 1.25427480e-01 1.15785085e-01
-3.64877925e-03 3.78997899e-03]
[ 2.23191234e-02 -8.71494520e-02 -2.79820398e-01 -2.46276719e-02
1.51818385e-01 -1.05562619e-01 1.06694533e-01 1.61789029e-01
1.20795067e-01 1.96059803e-03]
[ 5.35769956e-02 4.86814454e-02 -1.19837889e-01 4.18045749e-02
-1.16978963e-01 3.27511399e-01 2.14730414e-01 2.06170654e-01
-1.69989975e-01 -4.47257551e-02]
[ -4.03100150e-04 -3.61307216e-02 1.14860653e-01 9.84811928e-02
-8.92847107e-04 1.18468250e-01 -2.09925957e-01 -3.54644117e-02
2.01397547e-01 7.92261967e-02]
[ 9.82249847e-02 5.87637713e-02 -5.61307710e-02 -1.17431499e-01
-7.81817150e-02 -3.21838385e-01 1.25059158e-01 1.05497218e-02
1.33709522e-01 7.52476444e-02]
[ -9.82864810e-02 2.27838819e-02 -1.51030268e-02 2.26064803e-02
1.48361407e-02 -2.01604870e-01 -9.01641038e-02 -1.91498121e-02
1.43973396e-02 1.29845821e-01]
[ -1.30302808e-01 -1.22190700e-02 -1.91075670e-01 1.54028149e-02
-3.06727790e-01 -9.73850792e-03 -5.89818084e-02 -2.15612912e-02
1.89152215e-02 8.50738366e-02]
[ 5.84626106e-02 1.96926623e-01 -2.78146537e-02 -4.89357988e-03
1.07946096e-01 2.18707600e-01 2.47258678e-01 1.09393522e-01
-9.04265409e-02 -2.25366934e-01]
[ 9.05203669e-02 -3.31872445e-02 2.75702101e-02 7.52364255e-02
1.53118563e-01 3.11570327e-02 1.45588553e-01 8.65290447e-02
1.37096172e-01 -2.00452439e-01]
[ 1.02695867e-01 -1.25436304e-01 5.94718404e-03 1.88618202e-02
2.41126225e-01 -3.63453008e-02 1.56164225e-01 4.38863560e-02
-2.68349473e-01 -6.42522214e-02]
[ -5.06358274e-02 -2.37885984e-01 5.19203014e-02 -4.08276747e-02
2.20841305e-01 -1.63679237e-01 2.29676145e-01 -8.67169389e-02
5.18382293e-02 2.56012585e-01]
[ -1.83275662e-01 -6.64855838e-02 1.09488943e-01 9.09964550e-02
4.62292176e-01 7.67119508e-02 6.18408572e-02 4.30011914e-02
1.31762779e-02 2.65171133e-02]
[ -5.54187569e-02 1.31589947e-01 3.24670961e-01 -4.28663906e-02
-9.87886427e-03 -1.33740096e-01 2.22209726e-01 8.99787244e-03
-1.06429212e-01 1.93311515e-01]
[ -5.12799234e-02 7.03334889e-03 -1.42027214e-01 4.16252320e-03
1.37824230e-01 -2.73487240e-01 -6.63917585e-02 1.68828365e-01
6.82202704e-02 -1.75758539e-03]
[ 7.03044611e-02 1.09872088e-01 1.40016020e-01 -1.50966794e-01
1.40267055e-01 8.33765478e-02 -9.22538465e-04 2.89787329e-01
3.04794558e-02 9.64951970e-02]
[ 2.27763205e-01 -2.97734087e-02 -1.48709547e-01 1.53131733e-01
-4.16223424e-01 -2.03661023e-01 -8.90877978e-02 1.88729003e-01
2.60771141e-01 -2.44667957e-01]
[ 3.67671179e-02 1.13922499e-01 2.45380232e-01 2.36636121e-01
8.95840058e-04 -1.83528564e-01 -1.32142257e-01 -1.29657397e-01
-1.49202773e-01 -3.03556244e-01]
[ 5.32264784e-02 2.99037335e-02 -1.02190241e-01 -1.22484867e-02
1.14253513e-01 2.44368966e-02 -9.07259246e-02 -1.84675313e-01
6.65733028e-02 2.53241813e-01]
[ -1.12160315e-02 -8.51262300e-02 -7.10117758e-02 -6.70696497e-02
4.17408317e-02 -1.66754935e-01 1.23652251e-01 1.00178526e-02
2.55935748e-02 -7.24226145e-03]
[ 1.70087032e-03 -1.54033527e-02 2.32105273e-01 3.60532621e-02
-1.03021096e-01 -1.15435997e-01 2.02878939e-01 4.06908242e-02
-2.14881917e-01 7.24254714e-02]
[ 3.75877523e-02 -6.58296952e-02 9.25358354e-02 -4.11257072e-02
-8.68383370e-02 9.00578097e-02 1.71772817e-01 -2.71213078e-01
-5.40565230e-02 -1.36700275e-01]
[ -3.46872249e-02 1.38267874e-02 7.46737216e-02 -6.41481390e-02
7.55470042e-02 1.94798969e-01 1.69256184e-01 1.17577328e-01
-4.72569337e-02 1.47058352e-01]
[ 2.30328825e-01 7.46750910e-02 3.46470446e-02 9.44940619e-02
5.53423166e-03 -2.75384918e-02 -1.75357147e-01 1.47125522e-01
-4.40349041e-02 6.03131468e-04]
[ -3.84275719e-02 -2.37429356e-01 -2.42457909e-02 -7.32119617e-02
-4.81570299e-02 -7.21450766e-02 2.13056713e-02 4.41855391e-02
3.62624481e-02 7.76621870e-02]
[ -1.62527219e-01 1.21542583e-01 1.23489855e-02 1.36373394e-01
-2.63061339e-01 -1.85748597e-01 -1.83339419e-01 -6.37938083e-02
6.83853478e-02 3.68431435e-02]
[ 2.15071911e-03 1.22877106e-01 -3.49971578e-02 1.74028484e-01
-5.04470808e-02 3.65004617e-02 4.61191325e-03 1.61310990e-01
9.07944995e-03 2.40465138e-01]
[ 1.85772190e-01 9.10987076e-02 2.03101871e-01 2.97541316e-02
-2.10192755e-02 1.36837977e-01 2.15503596e-02 1.67998013e-01
1.52904621e-01 -4.96473532e-02]
[ -1.08166608e-01 1.19068923e-01 2.23155371e-01 -3.60140298e-02
1.37894381e-01 1.55471075e-01 1.21856087e-02 -1.29902722e-02
-7.28126800e-02 -5.09677898e-03]
[ -1.03563442e-01 -2.44174514e-02 2.18593722e-02 8.02643313e-02
-1.05593704e-02 1.21802760e-01 2.77837797e-01 2.06902669e-02
-2.84777090e-01 -1.05041863e-01]
[ -1.73857914e-01 1.11587328e-01 -6.90916451e-02 -2.81424802e-01
-3.22061182e-02 9.05133761e-02 -3.83237635e-02 1.01252653e-01
-1.61890685e-01 1.03156253e-01]
[ 1.00136436e-01 -1.06586373e-01 -7.94340024e-02 -3.61993179e-02
-5.25461112e-02 -3.08263090e-02 -1.07449612e-01 1.49057611e-01
-7.13539112e-02 -7.30568098e-02]
[ 1.54915380e-01 -1.10386308e-01 -1.36177798e-01 1.95365963e-03
1.29562163e-01 -6.23100672e-02 -6.97770407e-02 -1.46697368e-01
1.33816015e-01 -8.76047844e-02]
[ -1.37585683e-01 1.47524159e-01 2.45747803e-01 -5.15700022e-02
2.31844041e-01 1.07292890e-01 2.30139925e-03 -2.94683302e-01
-1.45548700e-01 -8.33015516e-02]
[ -3.29164852e-01 2.07607132e-01 2.28577104e-02 3.57456507e-03
-2.78862635e-02 -1.85383708e-01 -1.61988360e-01 2.32889011e-01
-7.65994067e-02 1.30776159e-01]
[ 1.40282178e-01 1.21009304e-01 -2.45533710e-01 -1.08793836e-01
1.10116203e-01 -2.81304224e-01 1.35400343e-03 -1.65611291e-01
-1.70414116e-02 -1.99520289e-01]
[ 2.18695585e-01 -9.44332845e-02 6.58622288e-02 -1.09824004e-02
-5.17413816e-02 -3.49173995e-02 -7.54599841e-02 -1.37231297e-01
1.15893357e-01 -1.57274938e-01]
[ -9.91649329e-02 1.51236546e-02 1.22828680e-01 1.19621470e-01
-7.27761436e-02 -1.12892831e-01 2.02566054e-01 -7.60278956e-02
1.89972156e-01 9.68940484e-03]
[ 2.12390160e-02 -8.70635464e-02 2.16118318e-01 -2.21595717e-01
5.75975418e-02 1.10396996e-01 -3.70865575e-02 -1.10292860e-01
3.21892582e-02 2.66241547e-01]]
[[ 0.2352457 ]
[ 0.74451735]
[ 0.18514675]
[ 0.2731167 ]
[-1.12741503]
[-0.21145189]
[-0.79665144]
[-0.05654985]
[ 0.16458462]
[ 0.44327922]]
Progress: 3.9% ... Training loss: 0.616 ... Validation loss: 1.001[[ 1.08645638e-01 2.21500019e-01 -1.47721748e-01 4.85996350e-02
-5.82671289e-01 -2.59974792e-02 -7.56971301e-02 1.36390838e-01
-1.42414252e-01 1.56130396e-01]
[ 2.12478965e-02 1.95980746e-01 -1.67555328e-02 4.71331768e-02
7.05238931e-02 -8.77399188e-03 2.75897181e-01 4.14161206e-02
1.44111604e-01 -1.79639689e-02]
[ 2.32834129e-01 4.89437099e-01 5.05945557e-02 2.05566888e-01
-2.85042649e-01 -9.82741686e-02 -6.92847407e-01 -3.31465544e-02
1.57725998e-01 4.64116145e-01]
[ -6.85311815e-02 -4.58214106e-01 -2.67620807e-01 -7.52966670e-02
4.61656275e-01 2.02901091e-01 3.40514426e-01 5.81343826e-02
-3.06714988e-02 -4.79680324e-02]
[ 1.48361691e-03 2.34073969e-01 -1.45746180e-01 5.35839350e-02
5.92018924e-02 -1.79911547e-01 -4.97294909e-02 -1.19968771e-01
-2.01676729e-01 7.90480396e-02]
[ -3.62132109e-01 -2.72981574e-01 -2.94697333e-01 1.16677796e-01
1.97236645e-01 7.05140690e-02 -2.52382260e-04 -3.09256645e-02
-3.19474059e-02 1.28660160e-02]
[ 6.10021201e-03 -7.58723310e-02 1.70550185e-02 1.18719303e-01
-2.45361910e-01 -8.02690349e-02 1.01191691e-01 -1.88475809e-01
1.90225549e-01 7.61588316e-02]
[ 1.30848393e-01 -1.05344138e-01 3.98993237e-02 -4.59754047e-02
4.91999285e-02 -5.33932313e-02 -9.44569163e-02 1.23237798e-01
7.64824686e-02 2.95249454e-02]
[ -1.54808405e-01 -1.20311210e-02 -3.02454208e-01 3.84503212e-03
-1.23632843e-01 6.79824699e-02 -2.96451292e-01 -2.30178699e-02
2.80865777e-01 -9.29422603e-02]
[ 3.56701827e-02 -1.72112217e-01 7.45657571e-02 -3.92016504e-03
1.01276201e-01 -8.01818328e-02 -4.70685248e-02 -9.11579920e-02
-4.46285097e-02 1.43442220e-01]
[ -7.31330809e-02 1.51581250e-01 -1.57904267e-04 -1.54077867e-01
-4.30366910e-02 2.93436965e-02 3.52838284e-02 -9.87553781e-02
-1.88444729e-02 -1.14965863e-01]
[ -5.01594478e-02 1.47473828e-01 -4.26563352e-02 6.61465821e-02
9.05492291e-02 6.93075681e-02 -1.87096222e-01 -1.54086972e-02
-1.09345717e-01 -1.13273503e-01]
[ -1.55526240e-01 7.44339350e-03 6.26751934e-02 2.38845963e-02
-1.77575545e-01 -2.20528165e-01 -1.82166703e-01 -1.96911553e-01
8.88657078e-02 1.76541033e-01]
[ -2.05235131e-01 -9.05686089e-02 1.23535077e-01 2.78312140e-01
-1.66050414e-01 -8.46390750e-02 -1.63361230e-01 -2.54026396e-01
-2.02029489e-01 2.32871976e-02]
[ 1.06416387e-01 -4.32323434e-02 -2.40012428e-02 9.70120391e-02
2.34699836e-02 -7.06835256e-02 1.10174842e-01 6.08948146e-03
1.44195652e-02 5.48583845e-03]
[ 1.17994455e-02 -8.55967726e-02 -2.23250377e-01 1.13410171e-01
2.51431804e-02 1.08370072e-01 -3.11154787e-02 -1.70290723e-02
-1.23295903e-01 -3.90574808e-02]
[ -1.28125678e-01 -4.63506598e-02 -2.06622117e-01 1.49581342e-01
-5.46987336e-02 1.37008485e-01 9.52072349e-03 -2.50366669e-01
5.88989744e-02 -2.05228722e-01]
[ -7.56324516e-02 -3.73057070e-02 2.74565219e-01 9.50977071e-02
1.07325331e-01 -5.90014347e-02 -1.37471862e-01 1.22363297e-01
6.41601444e-02 3.33718662e-02]
[ 8.71250756e-02 1.20357651e-01 1.08020834e-01 1.40034673e-01
-1.31383487e-01 -4.96418042e-02 1.26193501e-01 1.15812591e-01
-3.72625381e-03 3.46283466e-03]
[ 2.18037444e-02 -8.86915013e-02 -2.80246615e-01 -2.52735197e-02
1.54157137e-01 -1.05084078e-01 1.08068347e-01 1.61921798e-01
1.20432336e-01 1.06634656e-03]
[ 5.27371250e-02 4.63286832e-02 -1.20518303e-01 4.07691687e-02
-1.13309023e-01 3.28290082e-01 2.17150145e-01 2.06387258e-01
-1.70623786e-01 -4.62292952e-02]
[ -4.57430609e-04 -3.62120684e-02 1.14822478e-01 9.84291731e-02
-4.47058779e-04 1.18500815e-01 -2.09539749e-01 -3.54549445e-02
2.01357268e-01 7.91781934e-02]
[ 9.79692877e-02 5.79754948e-02 -5.63448664e-02 -1.17731112e-01
-7.69794738e-02 -3.21598125e-01 1.25906485e-01 1.06126884e-02
1.33532240e-01 7.47549412e-02]
[ -9.81571547e-02 2.31220409e-02 -1.49991719e-02 2.27562300e-02
1.42540494e-02 -2.01710314e-01 -9.04226295e-02 -1.91780364e-02
1.44888800e-02 1.30077032e-01]
[ -1.30288444e-01 -1.22449415e-02 -1.91052548e-01 1.54440150e-02
-3.06859938e-01 -9.76497828e-03 -5.89851628e-02 -2.15681053e-02
1.89359779e-02 8.50678877e-02]
[ 5.80804966e-02 1.95800969e-01 -2.81478239e-02 -5.38793718e-03
1.09767028e-01 2.19081178e-01 2.48547581e-01 1.09497094e-01
-9.07276093e-02 -2.26151024e-01]
[ 9.00721881e-02 -3.47019150e-02 2.72023757e-02 7.46902657e-02
1.55165581e-01 3.15710071e-02 1.47186678e-01 8.66378429e-02
1.36771165e-01 -2.01335235e-01]
[ 1.02011825e-01 -1.27391023e-01 5.40268153e-03 1.80481458e-02
2.44444036e-01 -3.57262755e-02 1.58524601e-01 4.40494349e-02
-2.68815100e-01 -6.55643358e-02]
[ -5.12898660e-02 -2.39822116e-01 5.13993908e-02 -4.16105946e-02
2.23942240e-01 -1.63080781e-01 2.31822858e-01 -8.65616527e-02
5.13702023e-02 2.54791404e-01]
[ -1.83826704e-01 -6.80877481e-02 1.09053056e-01 9.03371198e-02
4.64775421e-01 7.72090961e-02 6.36340090e-02 4.31350036e-02
1.27927485e-02 2.55196386e-02]
[ -5.64193044e-02 1.28530086e-01 3.23878386e-01 -4.40400872e-02
-5.14671048e-03 -1.32831967e-01 2.25429979e-01 9.23532236e-03
-1.07122287e-01 1.91420460e-01]
[ -5.17296749e-02 5.61904801e-03 -1.42376824e-01 3.63363041e-03
1.39989446e-01 -2.73088270e-01 -6.48721855e-02 1.68936839e-01
6.79097260e-02 -2.60452900e-03]
[ 7.04692737e-02 1.10397068e-01 1.40157422e-01 -1.50755162e-01
1.39492609e-01 8.32196357e-02 -1.49013588e-03 2.89750248e-01
3.06062341e-02 9.68127041e-02]
[ 2.28304919e-01 -2.81340153e-02 -1.48264374e-01 1.53798413e-01
-4.18916913e-01 -2.04175678e-01 -9.09716553e-02 1.88591253e-01
2.61153070e-01 -2.43644850e-01]
[ 3.68781124e-02 1.14146615e-01 2.45485926e-01 2.36794366e-01
2.39016332e-04 -1.83648423e-01 -1.32482889e-01 -1.29688996e-01
-1.49106900e-01 -3.03374049e-01]
[ 5.31173378e-02 2.96132297e-02 -1.02278367e-01 -1.23770627e-02
1.14789594e-01 2.45270470e-02 -9.05620024e-02 -1.84648205e-01
6.64985870e-02 2.53118915e-01]
[ -1.14537476e-02 -8.58085897e-02 -7.11965139e-02 -6.73549928e-02
4.27530350e-02 -1.66553912e-01 1.24310310e-01 1.00753652e-02
2.54251707e-02 -7.66698487e-03]
[ 1.58674620e-03 -1.57203614e-02 2.32033727e-01 3.59257934e-02
-1.02575357e-01 -1.15338367e-01 2.03200305e-01 4.07157572e-02
-2.14960145e-01 7.22206129e-02]
[ 3.76075321e-02 -6.57341229e-02 9.25067931e-02 -4.11247980e-02
-8.66208271e-02 9.00581227e-02 1.71607442e-01 -2.71209850e-01
-5.40476038e-02 -1.36727769e-01]
[ -3.47982047e-02 1.34479048e-02 7.45783272e-02 -6.42878020e-02
7.60862141e-02 1.94906201e-01 1.69667652e-01 1.17606042e-01
-4.73393346e-02 1.46835579e-01]
[ 2.30641034e-01 7.56487467e-02 3.49300161e-02 9.49132914e-02
4.55216034e-03 -2.78701546e-02 -1.76176004e-01 1.47032115e-01
-4.37953209e-02 1.23924687e-03]
[ -3.82253521e-02 -2.36665720e-01 -2.40871437e-02 -7.29735313e-02
-4.90397067e-02 -7.23348438e-02 2.04842503e-02 4.41388742e-02
3.63856900e-02 7.80961218e-02]
[ -1.62230351e-01 1.22198212e-01 1.25911344e-02 1.36721288e-01
-2.64375851e-01 -1.85982710e-01 -1.84005642e-01 -6.38635730e-02
6.86011000e-02 3.73819990e-02]
[ 2.78617709e-03 1.24699767e-01 -3.45272708e-02 1.74755834e-01
-5.32549939e-02 3.59320544e-02 2.71120574e-03 1.61156675e-01
9.51564119e-03 2.41526500e-01]
[ 1.86146412e-01 9.21460130e-02 2.03397200e-01 3.01911212e-02
-2.26118512e-02 1.36502783e-01 2.04347845e-02 1.67905785e-01
1.53169761e-01 -4.89560991e-02]
[ -1.08297531e-01 1.18677559e-01 2.23045818e-01 -3.61807159e-02
1.38556946e-01 1.55600111e-01 1.25537492e-02 -1.29562885e-02
-7.29119763e-02 -5.32739784e-03]
[ -1.03579439e-01 -2.44328793e-02 2.18493284e-02 8.02520692e-02
-1.05374253e-02 1.21812747e-01 2.77887279e-01 2.06934235e-02
-2.84784721e-01 -1.05063526e-01]
[ -1.74136736e-01 1.10699600e-01 -6.93116448e-02 -2.81746244e-01
-3.09142970e-02 9.07568872e-02 -3.73938744e-02 1.01319793e-01
-1.62082565e-01 1.02654662e-01]
[ 1.00021583e-01 -1.06924232e-01 -7.95214818e-02 -3.63391612e-02
-5.19756685e-02 -3.07184782e-02 -1.07043789e-01 1.49085794e-01
-7.14374676e-02 -7.32835152e-02]
[ 1.54876209e-01 -1.10530724e-01 -1.36158664e-01 1.93463302e-03
1.30388380e-01 -6.23010009e-02 -6.92048468e-02 -1.46703563e-01
1.33800817e-01 -8.76884052e-02]
[ -1.37894010e-01 1.46689441e-01 2.45500536e-01 -5.19176876e-02
2.33318833e-01 1.07539835e-01 3.29541596e-03 -2.94624506e-01
-1.45749360e-01 -8.39402463e-02]
[ -3.29435171e-01 2.07118343e-01 2.26462237e-02 3.27245433e-03
-2.70784141e-02 -1.85164183e-01 -1.61663778e-01 2.32958991e-01
-7.67906915e-02 1.30429184e-01]
[ 1.39550899e-01 1.18619459e-01 -2.46131101e-01 -1.09724609e-01
1.13771162e-01 -2.80579909e-01 4.16136016e-03 -1.65427790e-01
-1.75949434e-02 -2.00969130e-01]
[ 2.18275230e-01 -9.58020459e-02 6.54944495e-02 -1.15236378e-02
-4.98646454e-02 -3.45077193e-02 -7.42670367e-02 -1.37116202e-01
1.15587384e-01 -1.58157095e-01]
[ -9.96947252e-02 1.34048635e-02 1.22418324e-01 1.19013668e-01
-7.04490183e-02 -1.12435369e-01 2.04213017e-01 -7.59025822e-02
1.89625653e-01 8.72148722e-03]
[ 2.09142668e-02 -8.82799112e-02 2.15834301e-01 -2.21960043e-01
5.98901846e-02 1.10675424e-01 -3.56696184e-02 -1.10217729e-01
3.19628261e-02 2.65575104e-01]]
[[ 0.21070628]
[ 0.72416337]
[ 0.16299728]
[ 0.25072233]
[-1.15173294]
[-0.23401184]
[-0.82305778]
[-0.07969226]
[ 0.14244887]
[ 0.41659286]]
Progress: 3.9% ... Training loss: 0.617 ... Validation loss: 1.075[[ 1.09863752e-01 2.24029999e-01 -1.46839024e-01 5.00460276e-02
-5.85447209e-01 -2.72910547e-02 -7.87346376e-02 1.35903527e-01
-1.41568258e-01 1.58143107e-01]
[ 2.14137389e-02 1.96453441e-01 -1.66289204e-02 4.73300713e-02
6.96772526e-02 -8.95787138e-03 2.75282640e-01 4.13536602e-02
1.44206354e-01 -1.76410464e-02]
[ 2.32595383e-01 4.88164995e-01 5.03852589e-02 2.05222596e-01
-2.79848975e-01 -9.78383555e-02 -6.90796197e-01 -3.30626089e-02
1.57512054e-01 4.63440141e-01]
[ -6.97988049e-02 -4.61441062e-01 -2.68640515e-01 -7.68929531e-02
4.62848595e-01 2.04244484e-01 3.43602214e-01 5.86585823e-02
-3.16076062e-02 -4.99054332e-02]
[ 1.01142306e-03 2.33294582e-01 -1.46035842e-01 5.30897822e-02
6.13680489e-02 -1.79466023e-01 -4.84274717e-02 -1.19807838e-01
-2.01919144e-01 7.83970433e-02]
[ -3.61704166e-01 -2.72155813e-01 -2.94370078e-01 1.17215927e-01
1.94871920e-01 7.00127992e-02 -1.54458087e-03 -3.10998935e-02
-3.16454569e-02 1.36671669e-02]
[ 7.05905928e-03 -7.27923561e-02 1.77340003e-02 1.19867764e-01
-2.48312320e-01 -8.13488463e-02 9.79408311e-02 -1.88836826e-01
1.90900625e-01 7.78118952e-02]
[ 1.30697262e-01 -1.06451009e-01 3.97828270e-02 -4.61802207e-02
5.16156014e-02 -5.31540526e-02 -9.31874383e-02 1.23297648e-01
7.63410108e-02 2.91925380e-02]
[ -1.54408119e-01 -1.07998795e-02 -3.02138255e-01 4.33701612e-03
-1.25790840e-01 6.75154072e-02 -2.98065792e-01 -2.31724544e-02
2.81105025e-01 -9.21472487e-02]
[ 3.65261845e-02 -1.70247513e-01 7.51898980e-02 -2.86580016e-03
9.95297898e-02 -8.11535411e-02 -4.93747855e-02 -9.15069605e-02
-4.40444864e-02 1.44908149e-01]
[ -7.24520353e-02 1.53417640e-01 3.56910805e-04 -1.53280468e-01
-4.58793483e-02 2.86218535e-02 3.30499566e-02 -9.89980793e-02
-1.84214979e-02 -1.13704509e-01]
[ -5.00605505e-02 1.47802841e-01 -4.25895986e-02 6.62685788e-02
9.00808370e-02 6.91921541e-02 -1.87444171e-01 -1.54470091e-02
-1.09277901e-01 -1.13083968e-01]
[ -1.55526240e-01 7.44339350e-03 6.26751934e-02 2.38845963e-02
-1.77575545e-01 -2.20528165e-01 -1.82166703e-01 -1.96911553e-01
8.88657078e-02 1.76541033e-01]
[ -2.04858069e-01 -8.97584886e-02 1.23825529e-01 2.78761061e-01
-1.68004902e-01 -8.50530115e-02 -1.64624910e-01 -2.54174273e-01
-2.01771583e-01 2.39934641e-02]
[ 1.06493521e-01 -4.31167322e-02 -2.39426626e-02 9.71186289e-02
2.29931981e-02 -7.07917253e-02 1.10064357e-01 6.05523629e-03
1.44764490e-02 5.60475736e-03]
[ 1.19268316e-02 -8.51720195e-02 -2.23163159e-01 1.13570211e-01
2.44053143e-02 1.08223329e-01 -3.16321460e-02 -1.70717431e-02
-1.23209410e-01 -3.88382987e-02]
[ -1.27866901e-01 -4.54824652e-02 -2.06436847e-01 1.49891523e-01
-5.55308797e-02 1.36713541e-01 8.55231069e-03 -2.50449341e-01
5.90788455e-02 -2.04725326e-01]
[ -7.54010370e-02 -3.66083192e-02 2.74718091e-01 9.53497332e-02
1.06864647e-01 -5.92599632e-02 -1.38074155e-01 1.22268151e-01
6.43205066e-02 3.38057400e-02]
[ 8.71721135e-02 1.20534534e-01 1.08016747e-01 1.40080861e-01
-1.30716732e-01 -4.96735926e-02 1.25930322e-01 1.15810737e-01
-3.71216137e-03 3.43335621e-03]
[ 2.19634485e-02 -8.85382027e-02 -2.80082731e-01 -2.50462103e-02
1.54207680e-01 -1.05224843e-01 1.07999977e-01 1.61835559e-01
1.20548435e-01 1.36276584e-03]
[ 5.27673306e-02 4.61136911e-02 -1.20509336e-01 4.07812927e-02
-1.12826725e-01 3.28268379e-01 2.17436084e-01 2.06376242e-01
-1.70609164e-01 -4.63350909e-02]
[ -4.31578354e-04 -3.60899889e-02 1.14843279e-01 9.84593052e-02
-5.93496006e-04 1.18475114e-01 -2.09672274e-01 -3.54643266e-02
2.01356659e-01 7.93363804e-02]
[ 9.82552678e-02 5.87956026e-02 -5.61315115e-02 -1.17394180e-01
-7.84385012e-02 -3.21912424e-01 1.24806337e-01 1.05073430e-02
1.33695535e-01 7.52977868e-02]
[ -9.83098117e-02 2.25607666e-02 -1.51123019e-02 2.25659454e-02
1.51244027e-02 -2.01544983e-01 -8.98565251e-02 -1.91184435e-02
1.43820873e-02 1.29761012e-01]
[ -1.30120398e-01 -1.16270038e-02 -1.90911038e-01 1.56776164e-02
-3.07919915e-01 -9.98266557e-03 -5.96995262e-02 -2.16412322e-02
1.90685701e-02 8.54569119e-02]
[ 5.78916911e-02 1.95144341e-01 -2.82925326e-02 -5.61501020e-03
1.10823034e-01 2.19288996e-01 2.49255312e-01 1.09564163e-01
-9.08555410e-02 -2.26512745e-01]
[ 8.97444625e-02 -3.59444601e-02 2.69213461e-02 7.42593874e-02
1.57088567e-01 3.19745797e-02 1.48571488e-01 8.67727989e-02
1.36531588e-01 -2.02030902e-01]
[ 1.02049708e-01 -1.27307253e-01 5.43162280e-03 1.80934808e-02
2.44283871e-01 -3.57688797e-02 1.58388331e-01 4.40348029e-02
-2.68789068e-01 -6.54922796e-02]
[ -5.12898660e-02 -2.39822116e-01 5.13993908e-02 -4.16105946e-02
2.23942240e-01 -1.63080781e-01 2.31822858e-01 -8.65616527e-02
5.13702023e-02 2.54791404e-01]
[ -1.83891144e-01 -6.82579587e-02 1.09003855e-01 9.02584181e-02
4.65094620e-01 7.72813142e-02 6.38808257e-02 4.31586766e-02
1.27505163e-02 2.53943200e-02]
[ -5.68157699e-02 1.27162087e-01 3.23567773e-01 -4.45160221e-02
-2.97594417e-03 -1.32398170e-01 2.26908234e-01 9.38395966e-03
-1.07396101e-01 1.90740896e-01]
[ -5.17722635e-02 5.47125387e-03 -1.42410016e-01 3.58239143e-03
1.40213977e-01 -2.73043468e-01 -6.47097879e-02 1.68953233e-01
6.78804230e-02 -2.68633842e-03]
[ 7.04453806e-02 1.10258713e-01 1.40138356e-01 -1.50779224e-01
1.39609245e-01 8.32408210e-02 -1.37842943e-03 2.89758891e-01
3.05916582e-02 9.68442419e-02]
[ 2.28847785e-01 -2.66536995e-02 -1.47850778e-01 1.54459378e-01
-4.21866782e-01 -2.04775440e-01 -9.29184737e-02 1.88384094e-01
2.61524859e-01 -2.42579903e-01]
[ 3.70798295e-02 1.14958904e-01 2.45657512e-01 2.37058177e-01
-9.34487942e-04 -1.83912021e-01 -1.33399449e-01 -1.29764134e-01
-1.48976150e-01 -3.02988617e-01]
[ 5.29929787e-02 2.92838662e-02 -1.02403211e-01 -1.25484422e-02
1.15430950e-01 2.46829461e-02 -9.03019986e-02 -1.84589515e-01
6.63955822e-02 2.52895610e-01]
[ -1.14146890e-02 -8.57206944e-02 -7.11700897e-02 -6.73021010e-02
4.25000962e-02 -1.66606555e-01 1.24159692e-01 1.00598181e-02
2.54520425e-02 -7.57866764e-03]
[ 1.64523110e-03 -1.54260503e-02 2.32065603e-01 3.60108398e-02
-1.02600937e-01 -1.15427513e-01 2.02921149e-01 4.06880435e-02
-2.14911806e-01 7.23020849e-02]
[ 3.79578174e-02 -6.45973043e-02 9.27691728e-02 -4.06979974e-02
-8.78759020e-02 8.96586200e-02 1.70347249e-01 -2.71328022e-01
-5.38130770e-02 -1.36047306e-01]
[ -3.49345973e-02 1.30991844e-02 7.44720453e-02 -6.44465513e-02
7.67774701e-02 1.95046862e-01 1.70114695e-01 1.17657749e-01
-4.74310651e-02 1.46602223e-01]
[ 2.30524802e-01 7.52577245e-02 3.48393475e-02 9.47779054e-02
5.11969992e-03 -2.77485676e-02 -1.75739392e-01 1.47075772e-01
-4.38721338e-02 1.01214872e-03]
[ -3.77935369e-02 -2.35365091e-01 -2.37358474e-02 -7.24196509e-02
-5.06996096e-02 -7.28057690e-02 1.91604322e-02 4.39609005e-02
3.67014196e-02 7.88039104e-02]
[ -1.61407455e-01 1.24225442e-01 1.32483759e-02 1.37696122e-01
-2.67312415e-01 -1.86833917e-01 -1.86244641e-01 -6.41855898e-02
6.91563974e-02 3.88006004e-02]
[ 3.58793260e-03 1.27204143e-01 -3.39172016e-02 1.75714581e-01
-5.68608051e-02 3.50348065e-02 -6.15330352e-05 1.60835974e-01
1.00637126e-02 2.43047021e-01]
[ 1.86441099e-01 9.30936625e-02 2.03626784e-01 3.05463418e-02
-2.42144746e-02 1.36179202e-01 1.93503625e-02 1.67792891e-01
1.53348117e-01 -4.83794210e-02]
[ -1.08227719e-01 1.18899644e-01 2.23096846e-01 -3.61007745e-02
1.38201153e-01 1.55524279e-01 1.23271614e-02 -1.29820833e-02
-7.28651698e-02 -5.20801139e-03]
[ -1.03698124e-01 -2.48243090e-02 2.17543769e-02 8.01090791e-02
-9.91194365e-03 1.21945675e-01 2.78300170e-01 2.07409227e-02
-2.84867916e-01 -1.05283444e-01]
[ -1.74176319e-01 1.10573946e-01 -6.93431612e-02 -2.81794521e-01
-3.06556197e-02 9.07941013e-02 -3.71978929e-02 1.01332527e-01
-1.62108485e-01 1.02561350e-01]
[ 9.95854378e-02 -1.08481774e-01 -7.98637404e-02 -3.68782039e-02
-4.96497371e-02 -3.02330766e-02 -1.05439937e-01 1.49259894e-01
-7.17371259e-02 -7.41728277e-02]
[ 1.54989956e-01 -1.10170363e-01 -1.36064385e-01 2.07940871e-03
1.29782011e-01 -6.24435476e-02 -6.95723458e-02 -1.46750144e-01
1.33860330e-01 -8.74638454e-02]
[ -1.37618318e-01 1.47631123e-01 2.45728620e-01 -5.15680211e-02
2.31805484e-01 1.07197804e-01 2.29722141e-03 -2.94734846e-01
-1.45581496e-01 -8.34429256e-02]
[ -3.29683398e-01 2.06437474e-01 2.24658181e-02 2.99446066e-03
-2.58218421e-02 -1.84928333e-01 -1.60933581e-01 2.33050461e-01
-7.69569277e-02 1.30129449e-01]
[ 1.39835997e-01 1.19466829e-01 -2.45897637e-01 -1.09373178e-01
1.12455741e-01 -2.80856847e-01 3.34882326e-03 -1.65546825e-01
-1.73923018e-02 -2.00459840e-01]
[ 2.18512212e-01 -9.57465572e-02 6.55999374e-02 -1.13155049e-02
-5.03166382e-02 -3.47158680e-02 -7.47185223e-02 -1.37196445e-01
1.15731071e-01 -1.57859416e-01]
[ -9.95718150e-02 1.34601944e-02 1.22526618e-01 1.19167826e-01
-7.02923865e-02 -1.12561726e-01 2.04006906e-01 -7.59509845e-02
1.89696514e-01 8.98752275e-03]
[ 2.17640091e-02 -8.58291674e-02 2.16450791e-01 -2.20916453e-01
5.73066524e-02 1.09726631e-01 -3.84520700e-02 -1.10534580e-01
3.25593109e-02 2.66996772e-01]]
[[ 0.22693028]
[ 0.74234423]
[ 0.18002422]
[ 0.26942911]
[-1.14276835]
[-0.22013065]
[-0.80904291]
[-0.06641263]
[ 0.1611172 ]
[ 0.4341548 ]]
Progress: 4.0% ... Training loss: 0.610 ... Validation loss: 1.019[[ 1.10920047e-01 2.26606472e-01 -1.45928245e-01 5.13674903e-02
-5.87822755e-01 -2.83773689e-02 -8.09153817e-02 1.35571409e-01
-1.40734766e-01 1.60021478e-01]
[ 2.14373268e-02 1.96537259e-01 -1.66016284e-02 4.73716865e-02
6.95590598e-02 -8.98887422e-03 2.75217936e-01 4.13438250e-02
1.44226529e-01 -1.75915182e-02]
[ 2.34332961e-01 4.93577054e-01 5.18445184e-02 2.07300850e-01
-2.86758088e-01 -9.95220380e-02 -6.96526092e-01 -3.35567568e-02
1.58752153e-01 4.66747294e-01]
[ -6.92229538e-02 -4.59822780e-01 -2.68140200e-01 -7.59159337e-02
4.57110761e-01 2.03549470e-01 3.41333299e-01 5.84390179e-02
-3.12352545e-02 -4.82679839e-02]
[ -1.65939925e-04 2.30405605e-01 -1.46952632e-01 5.17543864e-02
6.68121192e-02 -1.78473817e-01 -4.49724043e-02 -1.19510215e-01
-2.02593444e-01 7.60844323e-02]
[ -3.62119298e-01 -2.73694745e-01 -2.94691824e-01 1.16758674e-01
1.96974140e-01 7.03755959e-02 1.71044952e-04 -3.09929249e-02
-3.19340974e-02 1.28054147e-02]
[ 6.88614510e-03 -7.37002411e-02 1.75705203e-02 1.19603333e-01
-2.45201770e-01 -8.11377843e-02 9.92296934e-02 -1.88770902e-01
1.90781649e-01 7.73683546e-02]
[ 1.30968021e-01 -1.05707244e-01 4.00575847e-02 -4.58243762e-02
5.10974614e-02 -5.34791936e-02 -9.35603147e-02 1.23205459e-01
7.65590390e-02 2.96364465e-02]
[ -1.54442838e-01 -1.09359822e-02 -3.02158667e-01 4.29367266e-03
-1.25568668e-01 6.75752869e-02 -2.97846513e-01 -2.31615384e-02
2.81065419e-01 -9.22204200e-02]
[ 3.53583558e-02 -1.74266334e-01 7.42368009e-02 -4.38666559e-03
1.07637198e-01 -7.99566830e-02 -4.41817931e-02 -9.11527533e-02
-4.48652998e-02 1.42427696e-01]
[ -7.14497198e-02 1.56047489e-01 1.19773606e-03 -1.52016323e-01
-4.97814897e-02 2.76019957e-02 3.00374811e-02 -9.93004888e-02
-1.77114007e-02 -1.11803596e-01]
[ -5.02470426e-02 1.47352657e-01 -4.27082070e-02 6.61161157e-02
9.07923734e-02 6.93237512e-02 -1.86773796e-01 -1.54071872e-02
-1.09396379e-01 -1.13438983e-01]
[ -1.55526240e-01 7.44339350e-03 6.26751934e-02 2.38845963e-02
-1.77575545e-01 -2.20528165e-01 -1.82166703e-01 -1.96911553e-01
8.88657078e-02 1.76541033e-01]
[ -2.04999929e-01 -9.03605021e-02 1.23706424e-01 2.78628040e-01
-1.67285385e-01 -8.49320867e-02 -1.63908445e-01 -2.54143195e-01
-2.01865925e-01 2.36842042e-02]
[ 1.06401702e-01 -4.35781831e-02 -2.40245084e-02 9.70083477e-02
2.36544348e-02 -7.07064887e-02 1.10516650e-01 6.07968812e-03
1.44144932e-02 5.41239402e-03]
[ 1.14857163e-02 -8.63306937e-02 -2.23495416e-01 1.13048339e-01
2.62383594e-02 1.08617981e-01 -3.01640063e-02 -1.69483472e-02
-1.23507122e-01 -3.97041585e-02]
[ -1.27144698e-01 -4.36291135e-02 -2.05881715e-01 1.50694939e-01
-5.71541118e-02 1.36068886e-01 6.51547573e-03 -2.50640872e-01
5.95725549e-02 -2.03465130e-01]
[ -7.56593718e-02 -3.75112475e-02 2.74508283e-01 9.50412964e-02
1.08503773e-01 -5.89796697e-02 -1.37032170e-01 1.22345135e-01
6.41414610e-02 3.33384667e-02]
[ 8.63081212e-02 1.17743040e-01 1.07319262e-01 1.39023735e-01
-1.26266783e-01 -4.88408716e-02 1.29012571e-01 1.16069209e-01
-4.34041498e-03 1.81052780e-03]
[ 2.24256619e-02 -8.69873072e-02 -2.79706008e-01 -2.44892843e-02
1.51983070e-01 -1.05682024e-01 1.06614927e-01 1.61702700e-01
1.20873016e-01 2.16155892e-03]
[ 5.26097758e-02 4.54208368e-02 -1.20617253e-01 4.06153227e-02
-1.11515462e-01 3.28394340e-01 2.17995180e-01 2.06417774e-01
-1.70718191e-01 -4.65918026e-02]
[ 2.09613615e-04 -3.39918066e-02 1.15398274e-01 9.92553314e-02
-3.60225153e-03 1.17816906e-01 -2.11550215e-01 -3.56701312e-02
2.01834301e-01 8.04869821e-02]
[ 9.82439984e-02 5.87173823e-02 -5.61333244e-02 -1.17408055e-01
-7.83595597e-02 -3.21881573e-01 1.24889764e-01 1.05117531e-02
1.33691902e-01 7.52715037e-02]
[ -9.84945393e-02 2.19725899e-02 -1.52595693e-02 2.23464838e-02
1.60515413e-02 -2.01367111e-01 -8.91882405e-02 -1.90649403e-02
1.42507175e-02 1.29403519e-01]
[ -1.30147338e-01 -1.16927765e-02 -1.90931271e-01 1.56421087e-02
-3.07766730e-01 -9.96253494e-03 -5.96207493e-02 -2.16332455e-02
1.90487815e-02 8.54108379e-02]
[ 5.77707578e-02 1.94734575e-01 -2.83923725e-02 -5.76471578e-03
1.11464922e-01 2.19411948e-01 2.49702312e-01 1.09601085e-01
-9.09445100e-02 -2.26754333e-01]
[ 8.94489760e-02 -3.69621309e-02 2.66791338e-02 7.38895934e-02
1.58656209e-01 3.22712259e-02 1.49647446e-01 8.68630822e-02
1.36308903e-01 -2.02605639e-01]
[ 1.01409000e-01 -1.29453710e-01 4.89287057e-03 1.72821233e-02
2.47622356e-01 -3.51218030e-02 1.60757007e-01 4.42328626e-02
-2.69274022e-01 -6.67976728e-02]
[ -5.17273450e-02 -2.41172384e-01 5.10456573e-02 -4.21394358e-02
2.26096253e-01 -1.62647660e-01 2.33363925e-01 -8.64355076e-02
5.10639585e-02 2.54022483e-01]
[ -1.84387135e-01 -6.98103944e-02 1.08602861e-01 8.96548266e-02
4.67559170e-01 7.77754712e-02 6.56926883e-02 4.33050233e-02
1.23897634e-02 2.44435197e-02]
[ -5.72720254e-02 1.25819680e-01 3.23213897e-01 -4.50739327e-02
-8.51787185e-04 -1.31954828e-01 2.28451509e-01 9.51916806e-03
-1.07724293e-01 1.89880961e-01]
[ -5.19096634e-02 4.92005125e-03 -1.42516274e-01 3.42230537e-03
1.41036585e-01 -2.72923574e-01 -6.41521857e-02 1.68992301e-01
6.77881330e-02 -2.94756329e-03]
[ 7.05163275e-02 1.10303698e-01 1.40190520e-01 -1.50698036e-01
1.39259250e-01 8.31898806e-02 -1.46461760e-03 2.89738403e-01
3.06341805e-02 9.69761801e-02]
[ 2.29418930e-01 -2.48210203e-02 -1.47385908e-01 1.55176847e-01
-4.24634252e-01 -2.05353683e-01 -9.48852233e-02 1.88213074e-01
2.61924774e-01 -2.41468978e-01]
[ 3.71842129e-02 1.15337629e-01 2.45749530e-01 2.37196174e-01
-1.41139710e-03 -1.84022973e-01 -1.33777760e-01 -1.29797764e-01
-1.48893615e-01 -3.02764018e-01]
[ 5.28522760e-02 2.89487863e-02 -1.02510714e-01 -1.27065018e-02
1.16153583e-01 2.48133814e-02 -8.99315159e-02 -1.84551624e-01
6.63015960e-02 2.52699070e-01]
[ -1.13694036e-02 -8.55181950e-02 -7.11237700e-02 -6.72355451e-02
4.24547782e-02 -1.66670076e-01 1.23935180e-01 1.00441716e-02
2.54912131e-02 -7.44947198e-03]
[ 2.15241818e-03 -1.38135501e-02 2.32469227e-01 3.66125500e-02
-1.04780517e-01 -1.15899262e-01 2.01257288e-01 4.05436913e-02
-2.14564857e-01 7.31869178e-02]
[ 3.79026368e-02 -6.47809413e-02 9.27258809e-02 -4.07647755e-02
-8.76029709e-02 8.97060577e-02 1.70550693e-01 -2.71314434e-01
-5.38458074e-02 -1.36155529e-01]
[ -3.47952347e-02 1.34849655e-02 7.45728436e-02 -6.42928402e-02
7.62035197e-02 1.94920713e-01 1.69653951e-01 1.17620254e-01
-4.73495813e-02 1.46835868e-01]
[ 2.30292294e-01 7.45516765e-02 3.46571004e-02 9.45002184e-02
6.21299492e-03 -2.75327273e-02 -1.74953016e-01 1.47143418e-01
-4.40323109e-02 5.69184527e-04]
[ -3.76754447e-02 -2.35086696e-01 -2.36520312e-02 -7.22916596e-02
-5.10007944e-02 -7.28927711e-02 1.88428865e-02 4.39268040e-02
3.67852321e-02 7.89851553e-02]
[ -1.60645523e-01 1.26321466e-01 1.38470316e-02 1.38557972e-01
-2.69560677e-01 -1.87522761e-01 -1.88391997e-01 -6.43916660e-02
6.96929664e-02 4.01558552e-02]
[ 4.70267931e-03 1.30481919e-01 -3.29525005e-02 1.77124018e-01
-6.19053492e-02 3.38654159e-02 -3.33830458e-03 1.60482323e-01
1.09261374e-02 2.45002938e-01]
[ 1.86401131e-01 9.29703372e-02 2.03598192e-01 3.04973604e-02
-2.40299050e-02 1.36218108e-01 1.94644369e-02 1.67805050e-01
1.53321374e-01 -4.84420623e-02]
[ -1.08158309e-01 1.19112193e-01 2.23162413e-01 -3.59942612e-02
1.37820030e-01 1.55442891e-01 1.20746150e-02 -1.30076133e-02
-7.28092493e-02 -5.06660946e-03]
[ -1.03674266e-01 -2.46861698e-02 2.17958246e-02 8.01916973e-02
-1.01070606e-02 1.21893635e-01 2.78240310e-01 2.07239659e-02
-2.84844678e-01 -1.05193829e-01]
[ -1.74361832e-01 1.09923621e-01 -6.95152817e-02 -2.82040518e-01
-2.96342030e-02 9.09843078e-02 -3.65472553e-02 1.01393122e-01
-1.62257334e-01 1.02198947e-01]
[ 9.89452081e-02 -1.10412358e-01 -8.03791836e-02 -3.76556377e-02
-4.65776683e-02 -2.96242750e-02 -1.03225058e-01 1.49446543e-01
-7.21742877e-02 -7.54105818e-02]
[ 1.55050956e-01 -1.10103508e-01 -1.35991684e-01 2.17330938e-03
1.29950335e-01 -6.24723052e-02 -6.93181324e-02 -1.46778763e-01
1.33904405e-01 -8.74049653e-02]
[ -1.37949514e-01 1.46816542e-01 2.45498221e-01 -5.18847781e-02
2.33508992e-01 1.07444692e-01 3.36214635e-03 -2.94658400e-01
-1.45795651e-01 -8.39210340e-02]
[ -3.30245548e-01 2.04535806e-01 2.19916834e-02 2.28788534e-03
-2.30521629e-02 -1.84382198e-01 -1.58721780e-01 2.33226802e-01
-7.73792745e-02 1.28967531e-01]
[ 1.39754616e-01 1.18930027e-01 -2.45940244e-01 -1.09429848e-01
1.13150442e-01 -2.80852496e-01 3.76583475e-03 -1.65536374e-01
-1.74099089e-02 -2.00653117e-01]
[ 2.18766955e-01 -9.48522227e-02 6.58267587e-02 -1.10440000e-02
-5.05223247e-02 -3.49628430e-02 -7.52687496e-02 -1.37271267e-01
1.15925544e-01 -1.57446541e-01]
[ -9.96907401e-02 1.27083311e-02 1.22418087e-01 1.18993883e-01
-6.94397798e-02 -1.12381559e-01 2.04747225e-01 -7.59086972e-02
1.89593112e-01 8.74905269e-03]
[ 2.21899140e-02 -8.46245995e-02 2.16776059e-01 -2.20437097e-01
5.62403233e-02 1.09333418e-01 -3.97392214e-02 -1.10645045e-01
3.28490791e-02 2.67662235e-01]]
[[ 0.22751626]
[ 0.74409282]
[ 0.17566681]
[ 0.26823473]
[-1.15303633]
[-0.22110473]
[-0.81759977]
[-0.06857984]
[ 0.16342578]
[ 0.43424066]]
Progress: 4.0% ... Training loss: 0.608 ... Validation loss: 1.023[[ 1.11005873e-01 2.25541755e-01 -1.45942942e-01 5.12279186e-02
-5.85905925e-01 -2.82629315e-02 -7.95653550e-02 1.35566409e-01
-1.40710002e-01 1.59503648e-01]
[ 2.14168283e-02 1.96474815e-01 -1.66194146e-02 4.73429061e-02
6.96574657e-02 -8.96915979e-03 2.75289201e-01 4.13509424e-02
1.44197938e-01 -1.76173288e-02]
[ 2.34141727e-01 4.91652435e-01 5.15020910e-02 2.06646945e-01
-2.82966848e-01 -9.90264291e-02 -6.94737076e-01 -3.34401350e-02
1.58479091e-01 4.65528703e-01]
[ -7.03685807e-02 -4.61888963e-01 -2.68920841e-01 -7.70391595e-02
4.59398710e-01 2.04380643e-01 3.43475516e-01 5.87598380e-02
-3.20377075e-02 -4.96642588e-02]
[ 8.97136808e-04 2.32660501e-01 -1.46092794e-01 5.29027049e-02
6.35803494e-02 -1.79302975e-01 -4.75184056e-02 -1.19830692e-01
-2.01848541e-01 7.74827797e-02]
[ -3.62324093e-01 -2.74524582e-01 -2.94855660e-01 1.16518636e-01
1.98122622e-01 7.05822706e-02 1.12877739e-03 -3.09293486e-02
-3.20634964e-02 1.23720566e-02]
[ 7.29726952e-03 -7.28545419e-02 1.78422368e-02 1.20013273e-01
-2.46332973e-01 -8.15363457e-02 9.83294689e-02 -1.88888619e-01
1.91060128e-01 7.79007125e-02]
[ 1.30100875e-01 -1.09690969e-01 3.93067007e-02 -4.70912254e-02
5.71386259e-02 -5.24343670e-02 -8.94299493e-02 1.23489521e-01
7.58930101e-02 2.74938367e-02]
[ -1.54060429e-01 -9.70300989e-03 -3.01850152e-01 4.74522207e-03
-1.27350878e-01 6.72142992e-02 -2.99046908e-01 -2.32786618e-02
2.81314477e-01 -9.14890196e-02]
[ 3.54255709e-02 -1.75658798e-01 7.41797094e-02 -4.58222429e-03
1.10007537e-01 -7.98176694e-02 -4.25380099e-02 -9.11386108e-02
-4.48743694e-02 1.41795134e-01]
[ -7.18355142e-02 1.54641345e-01 8.73094295e-04 -1.52532676e-01
-4.76273375e-02 2.80022101e-02 3.14677826e-02 -9.91848830e-02
-1.80107680e-02 -1.12571774e-01]
[ -5.02102371e-02 1.47409077e-01 -4.26641406e-02 6.61775708e-02
9.05643262e-02 6.92805735e-02 -1.86850472e-01 -1.54228560e-02
-1.09358776e-01 -1.13358225e-01]
[ -1.55522875e-01 7.45069292e-03 6.26783716e-02 2.38896539e-02
-1.77595755e-01 -2.20532263e-01 -1.82176634e-01 -1.96912834e-01
8.88686516e-02 1.76548805e-01]
[ -2.05205610e-01 -9.12035330e-02 1.23531771e-01 2.78366735e-01
-1.66117509e-01 -8.47109875e-02 -1.63040325e-01 -2.54076991e-01
-2.02009698e-01 2.32347745e-02]
[ 1.06467852e-01 -4.33774446e-02 -2.39672653e-02 9.70918656e-02
2.33071869e-02 -7.07775907e-02 1.10364610e-01 6.05927210e-03
1.44672571e-02 5.53665425e-03]
[ 1.12946891e-02 -8.69469718e-02 -2.23651731e-01 1.12826237e-01
2.72321711e-02 1.08791518e-01 -2.94007497e-02 -1.68928688e-02
-1.23639978e-01 -4.00687791e-02]
[ -1.26744061e-01 -4.25623087e-02 -2.05560402e-01 1.51154469e-01
-5.88089560e-02 1.35678756e-01 5.32094562e-03 -2.50761909e-01
5.98677422e-02 -2.02761881e-01]
[ -7.55513768e-02 -3.73037843e-02 2.74572738e-01 9.51272130e-02
1.08238946e-01 -5.90764437e-02 -1.37230547e-01 1.22315861e-01
6.42054933e-02 3.34320413e-02]
[ 8.64983338e-02 1.17520394e-01 1.07419613e-01 1.39163725e-01
-1.25904503e-01 -4.88850152e-02 1.29163920e-01 1.16018731e-01
-4.22494103e-03 1.86833215e-03]
[ 2.15223933e-02 -9.00464233e-02 -2.80444947e-01 -2.56523428e-02
1.57021810e-01 -1.04758845e-01 1.09769988e-01 1.61989224e-01
1.20202142e-01 4.31957215e-04]
[ 5.25159091e-02 4.49169402e-02 -1.20721022e-01 4.04670646e-02
-1.11023770e-01 3.28495527e-01 2.18494478e-01 2.06454389e-01
-1.70797763e-01 -4.68566048e-02]
[ 2.52762870e-04 -3.39116231e-02 1.15444849e-01 9.92714914e-02
-3.60003911e-03 1.17781335e-01 -2.11458419e-01 -3.56868039e-02
2.01861296e-01 8.04243711e-02]
[ 9.84891226e-02 5.95141453e-02 -5.59419052e-02 -1.17126899e-01
-7.95999349e-02 -3.22118962e-01 1.24028636e-01 1.04383118e-02
1.33847417e-01 7.57342638e-02]
[ -9.84766379e-02 2.20083863e-02 -1.52389209e-02 2.23699280e-02
1.60524957e-02 -2.01371768e-01 -8.91422105e-02 -1.90714699e-02
1.42633855e-02 1.29432223e-01]
[ -1.30103073e-01 -1.15704471e-02 -1.90894087e-01 1.57017195e-02
-3.08040768e-01 -1.00098175e-02 -5.98021049e-02 -2.16474204e-02
1.90853306e-02 8.54993420e-02]
[ 5.73069568e-02 1.93231043e-01 -2.87675666e-02 -6.35758771e-03
1.13921354e-01 2.19900621e-01 2.51315608e-01 1.09751686e-01
-9.12962235e-02 -2.27650221e-01]
[ 8.93006116e-02 -3.74771251e-02 2.65622499e-02 7.37054477e-02
1.59353597e-01 3.24221130e-02 1.50221541e-01 8.69102000e-02
1.36198440e-01 -2.02903748e-01]
[ 1.00746946e-01 -1.31726615e-01 4.36272254e-03 1.64442311e-02
2.51161042e-01 -3.44505888e-02 1.63186615e-01 4.44466481e-02
-2.69780890e-01 -6.80847791e-02]
[ -5.19661402e-02 -2.41818786e-01 5.08570079e-02 -4.24293374e-02
2.27302579e-01 -1.62409903e-01 2.34220235e-01 -8.63618127e-02
5.08948465e-02 2.53580114e-01]
[ -1.84995608e-01 -7.17733037e-02 1.08121929e-01 8.89247391e-02
4.70600438e-01 7.83643338e-02 6.77461999e-02 4.34810396e-02
1.19647168e-02 2.33362957e-02]
[ -5.75989222e-02 1.24635726e-01 3.22933162e-01 -4.55049101e-02
9.07444673e-04 -1.31616985e-01 2.29715459e-01 9.63012357e-03
-1.07973500e-01 1.89216743e-01]
[ -5.21027258e-02 4.28523931e-03 -1.42663955e-01 3.19389643e-03
1.41976516e-01 -2.72756198e-01 -6.34733330e-02 1.69046420e-01
6.76487181e-02 -3.29086283e-03]
[ 7.11281921e-02 1.12185873e-01 1.40688133e-01 -1.49927451e-01
1.36096097e-01 8.25609023e-02 -3.40960568e-03 2.89546140e-01
3.10911277e-02 9.81311006e-02]
[ 2.29418930e-01 -2.48210203e-02 -1.47385908e-01 1.55176847e-01
-4.24634252e-01 -2.05353683e-01 -9.48852233e-02 1.88213074e-01
2.61924774e-01 -2.41468978e-01]
[ 3.71009063e-02 1.15079446e-01 2.45684055e-01 2.37100752e-01
-9.91631120e-04 -1.83951956e-01 -1.33496068e-01 -1.29774511e-01
-1.48952807e-01 -3.02923862e-01]
[ 5.26423197e-02 2.82776295e-02 -1.02693584e-01 -1.29765821e-02
1.17083834e-01 2.50305955e-02 -8.93304851e-02 -1.84483224e-01
6.61348851e-02 2.52305819e-01]
[ -1.14352653e-02 -8.57519587e-02 -7.11952254e-02 -6.73529543e-02
4.28887311e-02 -1.66599319e-01 1.24115641e-01 1.00702636e-02
2.54300165e-02 -7.58820118e-03]
[ 2.21413211e-03 -1.36625158e-02 2.32516248e-01 3.66925962e-02
-1.04873252e-01 -1.15969722e-01 2.01115062e-01 4.05199664e-02
-2.14512035e-01 7.32897997e-02]
[ 3.76883546e-02 -6.54771090e-02 9.25392542e-02 -4.10444841e-02
-8.65045969e-02 8.99353009e-02 1.71290721e-01 -2.71245602e-01
-5.40151133e-02 -1.36596162e-01]
[ -3.45535033e-02 1.41365686e-02 7.47458811e-02 -6.40301071e-02
7.54334344e-02 1.94689039e-01 1.68857566e-01 1.17554775e-01
-4.71809771e-02 1.47260073e-01]
[ 2.30340893e-01 7.48153220e-02 3.46851786e-02 9.45523293e-02
6.02523058e-03 -2.75864940e-02 -1.75195567e-01 1.47130301e-01
-4.40034406e-02 6.82794328e-04]
[ -3.75279024e-02 -2.34682893e-01 -2.35365242e-02 -7.21222539e-02
-5.15953486e-02 -7.30114636e-02 1.84129055e-02 4.38832421e-02
3.68853496e-02 7.92072839e-02]
[ -1.59964350e-01 1.27727191e-01 1.43846642e-02 1.39332938e-01
-2.72014743e-01 -1.88053701e-01 -1.89974891e-01 -6.46043482e-02
7.01955567e-02 4.12675413e-02]
[ 5.52353889e-03 1.32708680e-01 -3.23172154e-02 1.78021325e-01
-6.52623104e-02 3.30805057e-02 -5.50549586e-03 1.60235627e-01
1.15215425e-02 2.46116898e-01]
[ 1.87000770e-01 9.47823529e-02 2.04076949e-01 3.12352236e-02
-2.68908858e-02 1.35621779e-01 1.75065752e-02 1.67617547e-01
1.53755721e-01 -4.72972804e-02]
[ -1.08243567e-01 1.18821904e-01 2.23094516e-01 -3.60992078e-02
1.38255449e-01 1.55530593e-01 1.23784046e-02 -1.29817506e-02
-7.28697036e-02 -5.23794438e-03]
[ -1.03534277e-01 -2.42823204e-02 2.19052555e-02 8.03603447e-02
-1.07971401e-02 1.21756129e-01 2.77765509e-01 2.06807326e-02
-2.84743548e-01 -1.04928480e-01]
[ -1.74523343e-01 1.09396155e-01 -6.96455085e-02 -2.82237216e-01
-2.88760674e-02 9.11473365e-02 -3.59972200e-02 1.01444094e-01
-1.62375957e-01 1.01897319e-01]
[ 9.87753085e-02 -1.10951323e-01 -8.05112586e-02 -3.78561506e-02
-4.58462175e-02 -2.94606411e-02 -1.02625358e-01 1.49497900e-01
-7.22957049e-02 -7.57326804e-02]
[ 1.55300394e-01 -1.09485775e-01 -1.35783807e-01 2.46541296e-03
1.29544801e-01 -6.27386485e-02 -6.97798708e-02 -1.46865114e-01
1.34097053e-01 -8.69537366e-02]
[ -1.37983549e-01 1.46628386e-01 2.45454064e-01 -5.19399572e-02
2.33791209e-01 1.07484401e-01 3.65510968e-03 -2.94646452e-01
-1.45831631e-01 -8.40529580e-02]
[ -3.29612178e-01 2.05380431e-01 2.24771142e-02 2.97476435e-03
-2.48692598e-02 -1.84878529e-01 -1.59713343e-01 2.33029035e-01
-7.68973602e-02 1.29789084e-01]
[ 1.39241903e-01 1.17210626e-01 -2.46399706e-01 -1.10142918e-01
1.15731314e-01 -2.80301621e-01 5.41456777e-03 -1.65345383e-01
-1.78456606e-02 -2.01674346e-01]
[ 2.18118225e-01 -9.69303347e-02 6.52789803e-02 -1.18815872e-02
-4.72654297e-02 -3.42968329e-02 -7.32407914e-02 -1.37061236e-01
1.15414772e-01 -1.58676792e-01]
[ -9.95952854e-02 1.28253386e-02 1.22507736e-01 1.19076692e-01
-6.95652738e-02 -1.12466147e-01 2.04915723e-01 -7.59459987e-02
1.89683827e-01 8.71701029e-03]
[ 2.21287200e-02 -8.49531833e-02 2.16710012e-01 -2.20538450e-01
5.67446964e-02 1.09416038e-01 -3.94365950e-02 -1.10623797e-01
3.27984147e-02 2.67492690e-01]]
[[ 0.2221359 ]
[ 0.7448549 ]
[ 0.17378542]
[ 0.26668338]
[-1.16222376]
[-0.22540173]
[-0.82360757]
[-0.0714007 ]
[ 0.16092062]
[ 0.43241136]]
Progress: 4.0% ... Training loss: 0.607 ... Validation loss: 1.031[[ 1.11634464e-01 2.26971379e-01 -1.45432023e-01 5.20768981e-02
-5.88248131e-01 -2.89632574e-02 -8.13366248e-02 1.35329134e-01
-1.40155564e-01 1.60571293e-01]
[ 2.14017623e-02 1.96428036e-01 -1.66275478e-02 4.73292931e-02
6.97109769e-02 -8.96170001e-03 2.75349159e-01 4.13539857e-02
1.44187692e-01 -1.76342060e-02]
[ 2.33820523e-01 4.90100593e-01 5.10852753e-02 2.06024242e-01
-2.79244296e-01 -9.85841875e-02 -6.93187907e-01 -3.32850354e-02
1.58135670e-01 4.64591551e-01]
[ -6.96300352e-02 -4.59397213e-01 -2.68421315e-01 -7.60749069e-02
4.54756849e-01 2.03656918e-01 3.41028200e-01 5.84997236e-02
-3.14848790e-02 -4.80002310e-02]
[ -1.51493377e-03 2.24240917e-01 -1.47899179e-01 4.99453639e-02
7.63468693e-02 -1.76851736e-01 -3.79568028e-02 -1.19049840e-01
-2.03568253e-01 7.23946885e-02]
[ -3.62088467e-01 -2.73801733e-01 -2.94583195e-01 1.16923184e-01
1.96518941e-01 7.02682637e-02 1.53338787e-04 -3.10274835e-02
-3.18241938e-02 1.29384334e-02]
[ 6.66590610e-03 -7.50371801e-02 1.72933088e-02 1.19237626e-01
-2.43197905e-01 -8.09345224e-02 1.00594991e-01 -1.88693747e-01
1.90588867e-01 7.66941562e-02]
[ 1.30302133e-01 -1.09531174e-01 3.94638163e-02 -4.68484619e-02
5.69109292e-02 -5.26482663e-02 -8.96494971e-02 1.23411041e-01
7.60765201e-02 2.76787359e-02]
[ -1.53150468e-01 -6.91012100e-03 -3.01172226e-01 5.85081252e-03
-1.31721650e-01 6.62889725e-02 -3.02258349e-01 -2.35770467e-02
2.81942513e-01 -8.97403616e-02]
[ 3.49504871e-02 -1.77361827e-01 7.38531300e-02 -5.04581173e-03
1.12154152e-01 -7.94267854e-02 -4.09782417e-02 -9.10093832e-02
-4.51822662e-02 1.40904250e-01]
[ -7.11390269e-02 1.56597352e-01 1.43716195e-03 -1.51696097e-01
-5.04908823e-02 2.72351458e-02 2.91660105e-02 -9.94212590e-02
-1.74873793e-02 -1.11328137e-01]
[ -4.97214834e-02 1.48637160e-01 -4.23481488e-02 6.67736794e-02
8.82472086e-02 6.88121198e-02 -1.88233178e-01 -1.55936706e-02
-1.08999382e-01 -1.12430150e-01]
[ -1.55517551e-01 7.46252512e-03 6.26834706e-02 2.38978096e-02
-1.77628790e-01 -2.20539039e-01 -1.82192829e-01 -1.96914999e-01
8.88733526e-02 1.76561354e-01]
[ -2.04894009e-01 -9.01758343e-02 1.23835452e-01 2.78831282e-01
-1.68002577e-01 -8.50893083e-02 -1.64287674e-01 -2.54196078e-01
-2.01746005e-01 2.39192433e-02]
[ 1.06488869e-01 -4.33012275e-02 -2.39419356e-02 9.71369302e-02
2.31585763e-02 -7.08132951e-02 1.10253129e-01 6.05145730e-03
1.44994209e-02 5.59820564e-03]
[ 1.13076720e-02 -8.70276697e-02 -2.23680131e-01 1.12848897e-01
2.71567184e-02 1.08781291e-01 -2.93508403e-02 -1.69005011e-02
-1.23619014e-01 -4.00737860e-02]
[ -1.27237904e-01 -4.41134941e-02 -2.05930125e-01 1.50569690e-01
-5.65625014e-02 1.36170090e-01 7.11701656e-03 -2.50615871e-01
5.95135812e-02 -2.03727907e-01]
[ -7.57557906e-02 -3.80006328e-02 2.74415779e-01 9.48865154e-02
1.09261298e-01 -5.88923245e-02 -1.36528392e-01 1.22381744e-01
6.40502284e-02 3.31349526e-02]
[ 8.63969051e-02 1.16928465e-01 1.07305805e-01 1.38998784e-01
-1.24934987e-01 -4.87677352e-02 1.29722031e-01 1.16060174e-01
-4.31592918e-03 1.58302847e-03]
[ 2.10098657e-02 -9.15006354e-02 -2.80874804e-01 -2.63048332e-02
1.59416928e-01 -1.04222887e-01 1.11221017e-01 1.62163172e-01
1.19825291e-01 -4.12394929e-04]
[ 5.27430567e-02 4.52724202e-02 -1.20512483e-01 4.07546048e-02
-1.11438310e-01 3.28234298e-01 2.17956388e-01 2.06368080e-01
-1.70597850e-01 -4.65081142e-02]
[ 7.15766361e-04 -3.25411192e-02 1.15817844e-01 9.98577504e-02
-5.93377699e-03 1.17303449e-01 -2.12721445e-01 -3.58465626e-02
2.02207882e-01 8.11021110e-02]
[ 9.93665069e-02 6.23252348e-02 -5.53003607e-02 -1.16075671e-01
-8.37593210e-02 -3.22984017e-01 1.20935051e-01 1.01575980e-02
1.34439838e-01 7.74048150e-02]
[ -9.85122959e-02 2.18570059e-02 -1.52576663e-02 2.23317584e-02
1.62198043e-02 -2.01359960e-01 -8.90568609e-02 -1.90627966e-02
1.42409176e-02 1.29390818e-01]
[ -1.29952857e-01 -1.11922895e-02 -1.90770106e-01 1.59027541e-02
-3.08891804e-01 -1.01733059e-02 -6.03321041e-02 -2.17022170e-02
1.92089093e-02 8.57890995e-02]
[ 5.71000033e-02 1.92555366e-01 -2.89236425e-02 -6.60987545e-03
1.15000021e-01 2.20109443e-01 2.52022335e-01 1.09818373e-01
-9.14371966e-02 -2.28037804e-01]
[ 8.89674529e-02 -3.85643102e-02 2.63007610e-02 7.33018732e-02
1.60987503e-01 3.27608138e-02 1.51450961e-01 8.70156322e-02
1.35972188e-01 -2.03551237e-01]
[ 1.00490887e-01 -1.32631916e-01 4.16358589e-03 1.61274599e-02
2.52558300e-01 -3.41806544e-02 1.64150978e-01 4.45277154e-02
-2.69958298e-01 -6.85880742e-02]
[ -5.24992363e-02 -2.43512998e-01 5.04330812e-02 -4.30858950e-02
2.30067059e-01 -1.61878175e-01 2.36135887e-01 -8.61852838e-02
5.04968226e-02 2.52631198e-01]
[ -1.85124784e-01 -7.21803612e-02 1.08019279e-01 8.87684461e-02
4.71267027e-01 7.84979704e-02 6.82261273e-02 4.35212175e-02
1.18777414e-02 2.31052382e-02]
[ -5.79150427e-02 1.23560929e-01 3.22685190e-01 -4.58993015e-02
2.62059489e-03 -1.31280843e-01 2.30906026e-01 9.73605889e-03
-1.08212592e-01 1.88627229e-01]
[ -5.20744933e-02 4.26479745e-03 -1.42647180e-01 3.22520101e-03
1.41849752e-01 -2.72788525e-01 -6.35470803e-02 1.69035281e-01
6.76677738e-02 -3.25491135e-03]
[ 7.11772125e-02 1.12332308e-01 1.40753846e-01 -1.49825603e-01
1.35561675e-01 8.24908163e-02 -3.56833488e-03 2.89522575e-01
3.11476936e-02 9.82585129e-02]
[ 2.29963855e-01 -2.31104311e-02 -1.46998933e-01 1.55871000e-01
-4.27565347e-01 -2.05929558e-01 -9.69225663e-02 1.88026433e-01
2.62316209e-01 -2.40416029e-01]
[ 3.70554287e-02 1.14942153e-01 2.45657010e-01 2.37054878e-01
-7.53817076e-04 -1.83918398e-01 -1.33311000e-01 -1.29764875e-01
-1.48982045e-01 -3.03028027e-01]
[ 5.27916953e-02 2.87397877e-02 -1.02571257e-01 -1.27829406e-02
1.16471734e-01 2.48656894e-02 -8.97636673e-02 -1.84534739e-01
6.62479009e-02 2.52511364e-01]
[ -1.16411355e-02 -8.63109224e-02 -7.13521106e-02 -6.75913252e-02
4.38017263e-02 -1.66426559e-01 1.24802859e-01 1.01357850e-02
2.52814157e-02 -7.94651140e-03]
[ 2.69441619e-03 -1.23688426e-02 2.32895378e-01 3.72841515e-02
-1.07023985e-01 -1.16450987e-01 1.99785659e-01 4.03579338e-02
-2.14160202e-01 7.40214812e-02]
[ 3.78327752e-02 -6.50053673e-02 9.26597991e-02 -4.08593551e-02
-8.72989678e-02 8.97789228e-02 1.70728586e-01 -2.71289710e-01
-5.39156035e-02 -1.36296922e-01]
[ -3.46624807e-02 1.40490215e-02 7.46527806e-02 -6.41706337e-02
7.57830415e-02 1.94802815e-01 1.69034969e-01 1.17592072e-01
-4.72736875e-02 1.47139415e-01]
[ 2.30189829e-01 7.43686386e-02 3.45629861e-02 9.43929998e-02
6.68685482e-03 -2.74502955e-02 -1.74680825e-01 1.47176401e-01
-4.41081441e-02 3.88758396e-04]
[ -3.72552518e-02 -2.33799207e-01 -2.33264746e-02 -7.18068790e-02
-5.28909382e-02 -7.32826698e-02 1.73012704e-02 4.38012636e-02
3.70755598e-02 7.97164144e-02]
[ -1.59536634e-01 1.28926438e-01 1.46985077e-02 1.39830836e-01
-2.74023211e-01 -1.88476460e-01 -1.91346430e-01 -6.47485699e-02
7.05011029e-02 4.20818273e-02]
[ 5.99219478e-03 1.33909533e-01 -3.19422359e-02 1.78588506e-01
-6.71125321e-02 3.25784933e-02 -7.13034940e-03 1.60078071e-01
1.18700481e-02 2.46953796e-01]
[ 1.87246690e-01 9.55428018e-02 2.04264839e-01 3.15303829e-02
-2.80524635e-02 1.35375453e-01 1.66273621e-02 1.67541550e-01
1.53930820e-01 -4.68158694e-02]
[ -1.07806013e-01 1.20058478e-01 2.23450696e-01 -3.55380652e-02
1.36220691e-01 1.55075520e-01 1.09715891e-02 -1.31344871e-02
-7.25259403e-02 -4.42269316e-03]
[ -1.03436164e-01 -2.39708712e-02 2.19948519e-02 8.05083838e-02
-1.14951514e-02 1.21642825e-01 2.77452787e-01 2.06409716e-02
-2.84656033e-01 -1.04729140e-01]
[ -1.74722232e-01 1.08765488e-01 -6.98108886e-02 -2.82502572e-01
-2.79216878e-02 9.13645344e-02 -3.54205751e-02 1.01514305e-01
-1.62529396e-01 1.01544010e-01]
[ 9.86287642e-02 -1.11409461e-01 -8.06208294e-02 -3.80319887e-02
-4.50856590e-02 -2.93129880e-02 -1.02092679e-01 1.49544429e-01
-7.24007559e-02 -7.60100670e-02]
[ 1.55215479e-01 -1.09652041e-01 -1.35862486e-01 2.33632430e-03
1.29939693e-01 -6.26500050e-02 -6.96860127e-02 -1.46833905e-01
1.34023644e-01 -8.70686462e-02]
[ -1.38034940e-01 1.46455031e-01 2.45441052e-01 -5.19715509e-02
2.33799592e-01 1.07537201e-01 3.69906266e-03 -2.94637920e-01
-1.45853414e-01 -8.41045771e-02]
[ -3.29742167e-01 2.04996085e-01 2.24033759e-02 2.87114451e-03
-2.44167083e-02 -1.84839199e-01 -1.59332502e-01 2.33060403e-01
-7.69567803e-02 1.29737479e-01]
[ 1.39988873e-01 1.19548619e-01 -2.45885791e-01 -1.09225213e-01
1.11861464e-01 -2.81064084e-01 2.73902175e-03 -1.65595963e-01
-1.73162386e-02 -2.00294496e-01]
[ 2.17828719e-01 -9.79278267e-02 6.50331540e-02 -1.22576677e-02
-4.59863398e-02 -3.39890633e-02 -7.23076392e-02 -1.36954172e-01
1.15183328e-01 -1.59180084e-01]
[ -9.93442826e-02 1.31462526e-02 1.22710769e-01 1.19379395e-01
-6.96600065e-02 -1.12744396e-01 2.04464292e-01 -7.60448209e-02
1.89896181e-01 9.11252907e-03]
[ 2.24020290e-02 -8.43977374e-02 2.16962900e-01 -2.20141219e-01
5.55072817e-02 1.09116799e-01 -3.99023267e-02 -1.10732697e-01
3.30222838e-02 2.67732125e-01]]
[[ 0.2286042 ]
[ 0.75009103]
[ 0.18013678]
[ 0.27311262]
[-1.15813223]
[-0.21580412]
[-0.81626232]
[-0.06194682]
[ 0.17093541]
[ 0.43751019]]
Progress: 4.1% ... Training loss: 0.605 ... Validation loss: 1.006[[ 1.11501871e-01 2.25492983e-01 -1.45568511e-01 5.18135021e-02
-5.84763203e-01 -2.86797211e-02 -7.97184085e-02 1.35398654e-01
-1.40206797e-01 1.60337417e-01]
[ 2.13452811e-02 1.96227983e-01 -1.66735871e-02 4.72590022e-02
7.00002814e-02 -8.90941332e-03 2.75537074e-01 4.13700401e-02
1.44144325e-01 -1.77456605e-02]
[ 2.33365252e-01 4.88559848e-01 5.06778380e-02 2.05369621e-01
-2.75073021e-01 -9.80540262e-02 -6.91874483e-01 -3.31202433e-02
1.57786296e-01 4.64087919e-01]
[ -7.16011068e-02 -4.63649269e-01 -2.69881126e-01 -7.81471651e-02
4.60200270e-01 2.05242163e-01 3.46773870e-01 5.90191471e-02
-3.29066854e-02 -5.13297868e-02]
[ -5.38753036e-04 2.26352943e-01 -1.47154691e-01 5.08928371e-02
7.37618333e-02 -1.77621291e-01 -4.10004135e-02 -1.19293463e-01
-2.02869437e-01 7.40601184e-02]
[ -3.61914010e-01 -2.73470339e-01 -2.94467246e-01 1.17122885e-01
1.95790404e-01 7.01183638e-02 -1.96018868e-04 -3.10769639e-02
-3.16916229e-02 1.32382306e-02]
[ 6.24185712e-03 -7.77400466e-02 1.69612134e-02 1.18601230e-01
-2.38771981e-01 -8.03607175e-02 1.03267368e-01 -1.88565701e-01
1.90290567e-01 7.56670713e-02]
[ 1.29611451e-01 -1.11384364e-01 3.88985677e-02 -4.76895257e-02
6.07167847e-02 -5.19738000e-02 -8.76294703e-02 1.23618109e-01
7.55534874e-02 2.67983792e-02]
[ -1.53524970e-01 -8.02460876e-03 -3.01474437e-01 5.39969222e-03
-1.29870941e-01 6.66275627e-02 -3.00945028e-01 -2.34725107e-02
2.81655821e-01 -9.04511804e-02]
[ 3.36142592e-02 -1.82312544e-01 7.28114263e-02 -6.79187017e-03
1.20820718e-01 -7.80137419e-02 -3.57187053e-02 -9.06243667e-02
-4.61649518e-02 1.38618392e-01]
[ -7.09275284e-02 1.56844713e-01 1.54362642e-03 -1.51448296e-01
-5.07627698e-02 2.70809666e-02 2.88785468e-02 -9.94679101e-02
-1.73350757e-02 -1.10979527e-01]
[ -4.99115278e-02 1.48001366e-01 -4.24965161e-02 6.65430577e-02
8.92064804e-02 6.89902169e-02 -1.87548884e-01 -1.55418669e-02
-1.09144453e-01 -1.12811365e-01]
[ -1.55517551e-01 7.46252512e-03 6.26834706e-02 2.38978096e-02
-1.77628790e-01 -2.20539039e-01 -1.82192829e-01 -1.96914999e-01
8.88733526e-02 1.76561354e-01]
[ -2.05030617e-01 -9.06329121e-02 1.23711347e-01 2.78642992e-01
-1.67261992e-01 -8.49404154e-02 -1.63820277e-01 -2.54155280e-01
-2.01854143e-01 2.36382677e-02]
[ 1.06603237e-01 -4.31017536e-02 -2.38636100e-02 9.72769412e-02
2.26975334e-02 -7.09291820e-02 1.10049389e-01 6.01737092e-03
1.45940446e-02 5.79476727e-03]
[ 1.13992741e-02 -8.67612294e-02 -2.23599071e-01 1.12968401e-01
2.66873440e-02 1.08693439e-01 -2.96162426e-02 -1.69285219e-02
-1.23550517e-01 -3.98878598e-02]
[ -1.26950666e-01 -4.40144484e-02 -2.05698404e-01 1.50812566e-01
-5.64816231e-02 1.36010158e-01 6.85812652e-03 -2.50686958e-01
5.97343807e-02 -2.03325966e-01]
[ -7.62285796e-02 -3.98097404e-02 2.74052487e-01 9.43287054e-02
1.12139968e-01 -5.84205513e-02 -1.34613323e-01 1.22510613e-01
6.37176303e-02 3.22149446e-02]
[ 8.63586689e-02 1.16481198e-01 1.07265948e-01 1.38911664e-01
-1.24093848e-01 -4.86571722e-02 1.30052068e-01 1.16078660e-01
-4.35081708e-03 1.47941991e-03]
[ 2.02689275e-02 -9.37316036e-02 -2.81483098e-01 -2.72439452e-02
1.62934103e-01 -1.03496979e-01 1.13508960e-01 1.62374941e-01
1.19242629e-01 -1.64594320e-03]
[ 5.29244118e-02 4.59972833e-02 -1.20361318e-01 4.10211660e-02
-1.11970761e-01 3.28035282e-01 2.17262407e-01 2.06323474e-01
-1.70429136e-01 -4.60085519e-02]
[ 3.43593882e-04 -3.35472092e-02 1.15518862e-01 9.94066339e-02
-4.29964392e-03 1.17637459e-01 -2.11437648e-01 -3.57437989e-02
2.01921320e-01 8.04739707e-02]
[ 9.91575938e-02 6.17254087e-02 -5.54655717e-02 -1.16318198e-01
-8.27609166e-02 -3.22805964e-01 1.21624715e-01 1.02138423e-02
1.34283490e-01 7.70142491e-02]
[ -9.85270588e-02 2.18018004e-02 -1.52757656e-02 2.23120400e-02
1.62943599e-02 -2.01346467e-01 -8.89898067e-02 -1.90580100e-02
1.42266831e-02 1.29370979e-01]
[ -1.29957774e-01 -1.12157218e-02 -1.90778143e-01 1.58906167e-02
-3.08840527e-01 -1.01563514e-02 -6.02946860e-02 -2.16979648e-02
1.91962534e-02 8.57633315e-02]
[ 5.71067489e-02 1.92540082e-01 -2.89253492e-02 -6.60351594e-03
1.14996346e-01 2.20106949e-01 2.52074267e-01 1.09816668e-01
-9.14320400e-02 -2.28030709e-01]
[ 8.81236621e-02 -4.13796177e-02 2.56151282e-02 7.22690535e-02
1.65113971e-01 3.35831864e-02 1.54590939e-01 8.72536867e-02
1.35338782e-01 -2.05225604e-01]
[ 1.00337342e-01 -1.33078805e-01 4.04385282e-03 1.59406526e-02
2.53358428e-01 -3.40329160e-02 1.64663316e-01 4.45694118e-02
-2.70071402e-01 -6.88721779e-02]
[ -5.30358536e-02 -2.45262537e-01 5.00054184e-02 -4.37520063e-02
2.32774695e-01 -1.61352219e-01 2.38136978e-01 -8.60385004e-02
5.00931916e-02 2.51679371e-01]
[ -1.85701602e-01 -7.39117671e-02 1.07576330e-01 8.80817987e-02
4.73929597e-01 7.90393864e-02 7.02432651e-02 4.36786056e-02
1.14698911e-02 2.20380544e-02]
[ -5.84653031e-02 1.21843491e-01 3.22277190e-01 -4.65592413e-02
5.39412504e-03 -1.30758084e-01 2.32842761e-01 9.88640973e-03
-1.08627589e-01 1.87619353e-01]
[ -5.23415765e-02 3.45128690e-03 -1.42862836e-01 2.89909657e-03
1.43181417e-01 -2.72550212e-01 -6.27420315e-02 1.69109430e-01
6.74642863e-02 -3.69799059e-03]
[ 7.14319295e-02 1.12964822e-01 1.40954974e-01 -1.49517975e-01
1.34338672e-01 8.22594761e-02 -4.35787551e-03 2.89451608e-01
3.13226180e-02 9.87679030e-02]
[ 2.30839816e-01 -2.02153583e-02 -1.46270233e-01 1.56996356e-01
-4.31306308e-01 -2.06767843e-01 -9.99520733e-02 1.87788636e-01
2.63034548e-01 -2.38628293e-01]
[ 3.71107928e-02 1.15134574e-01 2.45701981e-01 2.37123806e-01
-1.01666723e-03 -1.83967083e-01 -1.33536348e-01 -1.29780040e-01
-1.48940512e-01 -3.02920425e-01]
[ 5.27245116e-02 2.84838487e-02 -1.02630150e-01 -1.28702045e-02
1.16835105e-01 2.49361407e-02 -8.95004635e-02 -1.84516126e-01
6.61935503e-02 2.52366707e-01]
[ -1.15460690e-02 -8.59828688e-02 -7.12715451e-02 -6.74667565e-02
4.32683800e-02 -1.66527138e-01 1.24516304e-01 1.01073763e-02
2.53435436e-02 -7.76174898e-03]
[ 2.59538408e-03 -1.26484466e-02 2.32810559e-01 3.71576460e-02
-1.06567506e-01 -1.16371190e-01 2.00085338e-01 4.03871332e-02
-2.14240637e-01 7.38460621e-02]
[ 3.77491576e-02 -6.52629507e-02 9.25933252e-02 -4.09590664e-02
-8.69701166e-02 8.98591877e-02 1.71008793e-01 -2.71271177e-01
-5.39794102e-02 -1.36459576e-01]
[ -3.46995182e-02 1.38937186e-02 7.46150924e-02 -6.42281479e-02
7.60271038e-02 1.94848285e-01 1.69177417e-01 1.17604581e-01
-4.73082159e-02 1.47053495e-01]
[ 2.30280103e-01 7.46906135e-02 3.46109375e-02 9.44700026e-02
6.30311922e-03 -2.75275977e-02 -1.75100024e-01 1.47160489e-01
-4.40598079e-02 5.85678922e-04]
[ -3.69323267e-02 -2.32938382e-01 -2.30927575e-02 -7.14107292e-02
-5.41002365e-02 -7.35747980e-02 1.63754167e-02 4.37126255e-02
3.73151311e-02 8.02718946e-02]
[ -1.58975549e-01 1.29937806e-01 1.51250487e-02 1.40391339e-01
-2.75248633e-01 -1.88886270e-01 -1.92509084e-01 -6.48873551e-02
7.09183167e-02 4.29772150e-02]
[ 6.06066075e-03 1.34115978e-01 -3.18877971e-02 1.78649921e-01
-6.72802794e-02 3.25289152e-02 -7.57930074e-03 1.60063698e-01
1.19233940e-02 2.47173143e-01]
[ 1.87605549e-01 9.67258422e-02 2.04554824e-01 3.19789384e-02
-2.97960257e-02 1.35026654e-01 1.54398154e-02 1.67437725e-01
1.54210362e-01 -4.61219902e-02]
[ -1.07871662e-01 1.19840352e-01 2.23398474e-01 -3.56144560e-02
1.36556317e-01 1.55138641e-01 1.11912271e-02 -1.31165789e-02
-7.25757495e-02 -4.54577281e-03]
[ -1.03493145e-01 -2.41565476e-02 2.19468530e-02 8.04361555e-02
-1.11986837e-02 1.21698016e-01 2.77666127e-01 2.06575135e-02
-2.84699951e-01 -1.04844945e-01]
[ -1.74848681e-01 1.08283717e-01 -6.99154479e-02 -2.82662490e-01
-2.72841504e-02 9.14896296e-02 -3.49071383e-02 1.01548909e-01
-1.62628904e-01 1.01307588e-01]
[ 9.80885930e-02 -1.13256949e-01 -8.10584401e-02 -3.86993727e-02
-4.23025007e-02 -2.87949711e-02 -1.00357369e-01 1.49693845e-01
-7.28134683e-02 -7.70137370e-02]
[ 1.55547922e-01 -1.08858721e-01 -1.35613869e-01 2.69516809e-03
1.28654926e-01 -6.29239272e-02 -7.02746040e-02 -1.46914987e-01
1.34269621e-01 -8.65074423e-02]
[ -1.37731340e-01 1.47461795e-01 2.45691760e-01 -5.15801641e-02
2.32144643e-01 1.07245306e-01 2.75993279e-03 -2.94727784e-01
-1.45620281e-01 -8.35010607e-02]
[ -3.29403434e-01 2.05628615e-01 2.26566184e-02 3.23020442e-03
-2.47853221e-02 -1.85087177e-01 -1.60267154e-01 2.32986217e-01
-7.66972517e-02 1.30380197e-01]
[ 1.40032142e-01 1.19821446e-01 -2.45815891e-01 -1.09122418e-01
1.11870315e-01 -2.81137978e-01 2.52502886e-03 -1.65616837e-01
-1.72545743e-02 -2.00129611e-01]
[ 2.16701150e-01 -1.01517179e-01 6.41418751e-02 -1.36453759e-02
-4.03967196e-02 -3.28996596e-02 -6.84167593e-02 -1.36640762e-01
1.14334272e-01 -1.61300344e-01]
[ -9.96826217e-02 1.16482602e-02 1.22397681e-01 1.18893849e-01
-6.73389747e-02 -1.12342802e-01 2.05846485e-01 -7.59398461e-02
1.89627826e-01 8.40657896e-03]
[ 2.15351185e-02 -8.73549849e-02 2.16261191e-01 -2.21208930e-01
6.02500584e-02 1.09950451e-01 -3.68426659e-02 -1.10494905e-01
3.23639372e-02 2.66267548e-01]]
[[ 0.21595465]
[ 0.74513452]
[ 0.16685349]
[ 0.26270945]
[-1.17590698]
[-0.22877476]
[-0.83100904]
[-0.07369204]
[ 0.1570034 ]
[ 0.42263284]]
Progress: 4.2% ... Training loss: 0.607 ... Validation loss: 1.045[[ 1.12626869e-01 2.28794239e-01 -1.44657303e-01 5.31944086e-02
-5.89316312e-01 -2.99270390e-02 -8.28578987e-02 1.34993418e-01
-1.39317410e-01 1.62123080e-01]
[ 2.12335191e-02 1.95795520e-01 -1.67561500e-02 4.71282646e-02
7.05409819e-02 -8.79661265e-03 2.75978276e-01 4.14053753e-02
1.44062501e-01 -1.79778178e-02]
[ 2.34365647e-01 4.92613763e-01 5.15370967e-02 2.06643139e-01
-2.80307833e-01 -9.91373855e-02 -6.95244629e-01 -3.34935343e-02
1.58540244e-01 4.65874968e-01]
[ -7.10321836e-02 -4.62426163e-01 -2.69478411e-01 -7.74440434e-02
4.56529966e-01 2.04698563e-01 3.44699594e-01 5.88562808e-02
-3.25469920e-02 -5.02347356e-02]
[ -1.82945713e-03 2.22365556e-01 -1.48144736e-01 4.92742976e-02
8.10248726e-02 -1.76331082e-01 -3.61073428e-02 -1.18877818e-01
-2.03773247e-01 7.15426240e-02]
[ -3.62044367e-01 -2.74219758e-01 -2.94573348e-01 1.16970429e-01
1.96795146e-01 7.02170010e-02 4.43606942e-04 -3.10444258e-02
-3.17573617e-02 1.29302073e-02]
[ 6.19256663e-03 -7.80242258e-02 1.69159004e-02 1.18529459e-01
-2.37787547e-01 -8.03373660e-02 1.03608926e-01 -1.88563366e-01
1.90251211e-01 7.54934382e-02]
[ 1.30802482e-01 -1.07456229e-01 3.98766710e-02 -4.61605699e-02
5.46821346e-02 -5.32884405e-02 -9.13934539e-02 1.23179805e-01
7.64671685e-02 2.89166122e-02]
[ -1.53804677e-01 -9.01478588e-03 -3.01665712e-01 5.08888579e-03
-1.28697768e-01 6.68911525e-02 -3.00034699e-01 -2.33792704e-02
2.81482910e-01 -9.09925533e-02]
[ 3.41312454e-02 -1.80875174e-01 7.32787345e-02 -6.06640310e-03
1.18929998e-01 -7.86784505e-02 -3.67810187e-02 -9.08616779e-02
-4.57061261e-02 1.39419710e-01]
[ -7.06417468e-02 1.57629301e-01 1.77306697e-03 -1.51110678e-01
-5.21684653e-02 2.67646616e-02 2.77662286e-02 -9.95600240e-02
-1.71222471e-02 -1.10523106e-01]
[ -4.99826205e-02 1.47683769e-01 -4.25578511e-02 6.64738953e-02
8.96305957e-02 6.90421686e-02 -1.87246723e-01 -1.55226321e-02
-1.09180433e-01 -1.12973900e-01]
[ -1.55517551e-01 7.46252512e-03 6.26834706e-02 2.38978096e-02
-1.77628790e-01 -2.20539039e-01 -1.82192829e-01 -1.96914999e-01
8.88733526e-02 1.76561354e-01]
[ -2.05129608e-01 -9.10019417e-02 1.23635847e-01 2.78524258e-01
-1.66589029e-01 -8.48424145e-02 -1.63426220e-01 -2.54122221e-01
-2.01913886e-01 2.34340368e-02]
[ 1.06481840e-01 -4.36208419e-02 -2.39636853e-02 9.71281395e-02
2.35196633e-02 -7.08290085e-02 1.10579865e-01 6.05066304e-03
1.45197136e-02 5.56230524e-03]
[ 1.14467944e-02 -8.66207830e-02 -2.23565328e-01 1.13022222e-01
2.64686815e-02 1.08647188e-01 -2.97467948e-02 -1.69437906e-02
-1.23520014e-01 -3.98033407e-02]
[ -1.26922454e-01 -4.40417291e-02 -2.05691344e-01 1.50834228e-01
-5.62285038e-02 1.35974901e-01 6.72042395e-03 -2.50699854e-01
5.97392990e-02 -2.03328270e-01]
[ -7.60820269e-02 -3.92666246e-02 2.74175616e-01 9.45048875e-02
1.11567883e-01 -5.86001579e-02 -1.35037117e-01 1.22449335e-01
6.38300628e-02 3.24366132e-02]
[ 8.59390752e-02 1.15086183e-01 1.06959285e-01 1.38414264e-01
-1.21858838e-01 -4.82143894e-02 1.31463630e-01 1.16216904e-01
-4.63917454e-03 7.48446355e-04]
[ 2.05603507e-02 -9.28269049e-02 -2.81247896e-01 -2.68905227e-02
1.61461837e-01 -1.03811610e-01 1.12736833e-01 1.62271217e-01
1.19469213e-01 -1.22658379e-03]
[ 5.30053184e-02 4.62987406e-02 -1.20302329e-01 4.11230394e-02
-1.12416549e-01 3.27949252e-01 2.16945592e-01 2.06294845e-01
-1.70369222e-01 -4.58467748e-02]
[ 6.93566597e-04 -3.23701123e-02 1.15826120e-01 9.98987794e-02
-5.98465022e-03 1.17209923e-01 -2.12300536e-01 -3.58833733e-02
2.02220563e-01 8.10671207e-02]
[ 9.92515765e-02 6.20551048e-02 -5.53840159e-02 -1.16193645e-01
-8.32816263e-02 -3.22905777e-01 1.21285629e-01 1.01834562e-02
1.34347480e-01 7.71951152e-02]
[ -9.84966458e-02 2.18840610e-02 -1.52578184e-02 2.23565396e-02
1.61044446e-02 -2.01390809e-01 -8.91388064e-02 -1.90706624e-02
1.42542203e-02 1.29442808e-01]
[ -1.29655100e-01 -1.04797186e-02 -1.90525376e-01 1.62813145e-02
-3.10591615e-01 -1.04929040e-02 -6.13712886e-02 -2.18083412e-02
1.94292382e-02 8.62953360e-02]
[ 5.70454106e-02 1.92332574e-01 -2.89739989e-02 -6.68306527e-03
1.15343384e-01 2.20175382e-01 2.52303324e-01 1.09838956e-01
-9.14771834e-02 -2.28155557e-01]
[ 8.79012387e-02 -4.20882195e-02 2.54438318e-02 7.19946222e-02
1.66289445e-01 3.38155206e-02 1.55391035e-01 8.73282480e-02
1.35177586e-01 -2.05637929e-01]
[ 9.99358961e-02 -1.34392936e-01 3.72606701e-03 1.54431571e-02
2.55494481e-01 -3.36115678e-02 1.66196748e-01 4.47084040e-02
-2.70353859e-01 -6.96533523e-02]
[ -5.32871280e-02 -2.46276647e-01 4.98065581e-02 -4.40542410e-02
2.34330344e-01 -1.61091677e-01 2.39221977e-01 -8.59581882e-02
4.99148863e-02 2.51215435e-01]
[ -1.86295671e-01 -7.59585057e-02 1.07113486e-01 8.73553822e-02
4.77157754e-01 7.96672248e-02 7.25274897e-02 4.38817314e-02
1.10476595e-02 2.08536971e-02]
[ -5.85865829e-02 1.21428701e-01 3.22186016e-01 -4.67071960e-02
6.04136637e-03 -1.30632178e-01 2.33288430e-01 9.92758012e-03
-1.08715545e-01 1.87391531e-01]
[ -5.24749042e-02 2.93018336e-03 -1.42971288e-01 2.73700843e-03
1.43927801e-01 -2.72420525e-01 -6.21992900e-02 1.69153790e-01
6.73660727e-02 -3.97155990e-03]
[ 7.15121447e-02 1.13259026e-01 1.41012019e-01 -1.49418240e-01
1.33877158e-01 8.21760444e-02 -4.66726313e-03 2.89424420e-01
3.13820386e-02 9.89224032e-02]
[ 2.30948776e-01 -1.99669881e-02 -1.46189937e-01 1.57133555e-01
-4.31919666e-01 -2.06887512e-01 -1.00330560e-01 1.87749957e-01
2.63118539e-01 -2.38472372e-01]
[ 3.75305229e-02 1.16418835e-01 2.46039859e-01 2.37663219e-01
-3.25628492e-03 -1.84437415e-01 -1.35074620e-01 -1.29927405e-01
-1.48628592e-01 -3.02169463e-01]
[ 5.28537884e-02 2.88184966e-02 -1.02528551e-01 -1.27034680e-02
1.16149123e-01 2.47908464e-02 -8.99330413e-02 -1.84563159e-01
6.62941938e-02 2.52614211e-01]
[ -1.11400227e-02 -8.46637146e-02 -7.09526536e-02 -6.69621366e-02
4.12659722e-02 -1.66958542e-01 1.22995067e-01 9.96659247e-03
2.56365450e-02 -6.99005573e-03]
[ 2.57122215e-03 -1.27351247e-02 2.32790924e-01 3.71262564e-02
-1.06425931e-01 -1.16347988e-01 2.00181268e-01 4.03950514e-02
-2.14255444e-01 7.37961688e-02]
[ 3.78830974e-02 -6.45848544e-02 9.27076331e-02 -4.07674782e-02
-8.77512713e-02 8.96770092e-02 1.70430535e-01 -2.71321611e-01
-5.38712856e-02 -1.36109825e-01]
[ -3.45862935e-02 1.40985928e-02 7.47186413e-02 -6.40620444e-02
7.55888614e-02 1.94712874e-01 1.69031291e-01 1.17554018e-01
-4.71966713e-02 1.47162101e-01]
[ 2.30138024e-01 7.42811311e-02 3.45107281e-02 9.42967940e-02
6.96844660e-03 -2.73755185e-02 -1.74787352e-01 1.47208516e-01
-4.41636954e-02 3.51358084e-04]
[ -3.68512954e-02 -2.32685377e-01 -2.30266495e-02 -7.13164955e-02
-5.43998367e-02 -7.36535475e-02 1.62035429e-02 4.36837519e-02
3.73748982e-02 8.03808015e-02]
[ -1.58483375e-01 1.31534339e-01 1.55165825e-02 1.40996912e-01
-2.77713038e-01 -1.89428397e-01 -1.93937890e-01 -6.50618501e-02
7.12805300e-02 4.38482832e-02]
[ 6.99031567e-03 1.37168572e-01 -3.11530471e-02 1.79772979e-01
-7.18119224e-02 3.15389725e-02 -1.09773863e-02 1.59741106e-01
1.25888682e-02 2.48909116e-01]
[ 1.87529368e-01 9.65048917e-02 2.04503552e-01 3.18939049e-02
-2.93907442e-02 1.35102100e-01 1.57211245e-02 1.67457490e-01
1.54158511e-01 -4.62705896e-02]
[ -1.07742115e-01 1.20275467e-01 2.23489364e-01 -3.54645500e-02
1.35838020e-01 1.55012363e-01 1.07404514e-02 -1.31598754e-02
-7.24793621e-02 -4.31488482e-03]
[ -1.03476447e-01 -2.41290402e-02 2.19723114e-02 8.04782639e-02
-1.13236115e-02 1.21665100e-01 2.77598142e-01 2.06473091e-02
-2.84677533e-01 -1.04787858e-01]
[ -1.75000404e-01 1.07857023e-01 -7.00326419e-02 -2.82853024e-01
-2.65217464e-02 9.16479227e-02 -3.44332109e-02 1.01598621e-01
-1.62730047e-01 1.01009805e-01]
[ 9.79590741e-02 -1.13710164e-01 -8.11579590e-02 -3.88553879e-02
-4.16242333e-02 -2.86614064e-02 -9.98920268e-02 1.49734929e-01
-7.29055058e-02 -7.72627639e-02]
[ 1.56090462e-01 -1.07267210e-01 -1.35155441e-01 3.40638607e-03
1.26385697e-01 -6.35382277e-02 -7.17847434e-02 -1.47115314e-01
1.34702930e-01 -8.55238223e-02]
[ -1.36936961e-01 1.49898941e-01 2.46314512e-01 -5.05937117e-02
2.28256950e-01 1.06404886e-01 3.02583410e-04 -2.95005226e-01
-1.45042806e-01 -8.21173046e-02]
[ -3.29943861e-01 2.04030204e-01 2.22287263e-02 2.55692879e-03
-2.22236804e-02 -1.84516514e-01 -1.58696751e-01 2.33171609e-01
-7.71082516e-02 1.29417290e-01]
[ 1.39728873e-01 1.18758389e-01 -2.46046299e-01 -1.09497780e-01
1.13556973e-01 -2.80829706e-01 3.63619555e-03 -1.65513883e-01
-1.74589325e-02 -2.00711690e-01]
[ 2.17230758e-01 -9.97403217e-02 6.45619028e-02 -1.29920616e-02
-4.31033224e-02 -3.34866331e-02 -7.03102784e-02 -1.36835607e-01
1.14721588e-01 -1.60350713e-01]
[ -9.98289147e-02 1.09300891e-02 1.22299675e-01 1.18753062e-01
-6.64519642e-02 -1.12227795e-01 2.06544831e-01 -7.59051760e-02
1.89557427e-01 8.09955524e-03]
[ 2.13902557e-02 -8.78765010e-02 2.16151703e-01 -2.21376568e-01
6.11059725e-02 1.10069141e-01 -3.62340459e-02 -1.10455497e-01
3.22872696e-02 2.65897754e-01]]
[[ 0.22746929]
[ 0.75418238]
[ 0.17553558]
[ 0.27186674]
[-1.17295007]
[-0.22000624]
[-0.82770664]
[-0.0662503 ]
[ 0.16737825]
[ 0.43318398]]
Progress: 4.2% ... Training loss: 0.603 ... Validation loss: 1.016[[ 1.13587911e-01 2.30614518e-01 -1.43861196e-01 5.43464994e-02
-5.91874868e-01 -3.08824905e-02 -8.48863999e-02 1.34693429e-01
-1.38534927e-01 1.63752883e-01]
[ 2.12953393e-02 1.95939047e-01 -1.67140578e-02 4.71998153e-02
7.02628379e-02 -8.85268993e-03 2.75831477e-01 4.13870981e-02
1.44100280e-01 -1.78816811e-02]
[ 2.36667067e-01 4.97818375e-01 5.31884283e-02 2.09102359e-01
-2.88859149e-01 -1.01223032e-01 -7.01600026e-01 -3.41404427e-02
1.60220113e-01 4.69601409e-01]
[ -7.33918170e-02 -4.67521574e-01 -2.71265101e-01 -8.01221214e-02
4.64678944e-01 2.06869847e-01 3.50916633e-01 5.95620412e-02
-3.43520329e-02 -5.39490557e-02]
[ -2.48702821e-04 2.26057161e-01 -1.46971974e-01 5.09941560e-02
7.55521910e-02 -1.77730415e-01 -4.06858042e-02 -1.19345853e-01
-2.02535696e-01 7.39570291e-02]
[ -3.61680726e-01 -2.73227194e-01 -2.94252824e-01 1.17468347e-01
1.94895029e-01 6.98245022e-02 -6.50339615e-04 -3.11600785e-02
-3.14627305e-02 1.36397848e-02]
[ 7.04888381e-03 -7.63622345e-02 1.75402527e-02 1.19433226e-01
-2.40146439e-01 -8.10559340e-02 1.01951604e-01 -1.88823288e-01
1.90910843e-01 7.66800235e-02]
[ 1.31902934e-01 -1.04924360e-01 4.07061293e-02 -4.49261808e-02
5.01107892e-02 -5.43522045e-02 -9.43078735e-02 1.22870399e-01
7.72608167e-02 3.07790285e-02]
[ -1.53922345e-01 -9.57045749e-03 -3.01803336e-01 4.91104266e-03
-1.27801842e-01 6.70777806e-02 -2.99329063e-01 -2.33364101e-02
2.81370196e-01 -9.12926909e-02]
[ 3.65623417e-02 -1.74541584e-01 7.51508704e-02 -3.26530341e-03
1.08374309e-01 -8.09516752e-02 -4.35830228e-02 -9.15753251e-02
-4.39091332e-02 1.43636729e-01]
[ -7.07292666e-02 1.56704227e-01 1.63530876e-03 -1.51258028e-01
-5.04783678e-02 2.68877196e-02 2.86986094e-02 -9.95302841e-02
-1.71795778e-02 -1.10929913e-01]
[ -5.01234552e-02 1.46906005e-01 -4.26555183e-02 6.62783771e-02
9.05617581e-02 6.92041325e-02 -1.86337152e-01 -1.54808451e-02
-1.09284897e-01 -1.13325671e-01]
[ -1.55517551e-01 7.46252512e-03 6.26834706e-02 2.38978096e-02
-1.77628790e-01 -2.20539039e-01 -1.82192829e-01 -1.96914999e-01
8.88733526e-02 1.76561354e-01]
[ -2.05198009e-01 -9.12172663e-02 1.23589165e-01 2.78453076e-01
-1.66220542e-01 -8.47857861e-02 -1.63192570e-01 -2.54106170e-01
-2.01944493e-01 2.33149353e-02]
[ 1.06994301e-01 -4.21121134e-02 -2.35306089e-02 9.77973853e-02
2.07901534e-02 -7.13618256e-02 1.08922038e-01 5.89494548e-03
1.49057750e-02 6.55969083e-03]
[ 1.14512667e-02 -8.66015232e-02 -2.23564364e-01 1.13026342e-01
2.65374906e-02 1.08648861e-01 -2.96891319e-02 -1.69454970e-02
-1.23517148e-01 -3.98185442e-02]
[ -1.27383458e-01 -4.56258313e-02 -2.06051410e-01 1.50240565e-01
-5.36868374e-02 1.36451802e-01 8.54106422e-03 -2.50566128e-01
5.93905635e-02 -2.04252426e-01]
[ -7.55943370e-02 -3.77438454e-02 2.74528958e-01 9.50975293e-02
1.09606462e-01 -5.90639564e-02 -1.36355176e-01 1.22298159e-01
6.41928508e-02 3.32352146e-02]
[ 8.66528996e-02 1.16153631e-01 1.07501529e-01 1.39154959e-01
-1.24178407e-01 -4.88134476e-02 1.30000224e-01 1.16009061e-01
-4.07950730e-03 1.81685902e-03]
[ 2.09458657e-02 -9.15335890e-02 -2.80984339e-01 -2.64661449e-02
1.59309694e-01 -1.04186716e-01 1.11263288e-01 1.62173229e-01
1.19724588e-01 -5.02445093e-04]
[ 5.37034513e-02 4.78960689e-02 -1.19746532e-01 4.19368464e-02
-1.15184695e-01 3.27259381e-01 2.14993797e-01 2.06084551e-01
-1.69845769e-01 -4.46987301e-02]
[ 7.40472288e-04 -3.23702800e-02 1.15860517e-01 9.99567681e-02
-5.83088847e-03 1.17163284e-01 -2.12200153e-01 -3.58923647e-02
2.02260495e-01 8.11462793e-02]
[ 9.93160978e-02 6.21989906e-02 -5.53692760e-02 -1.16118762e-01
-8.35560267e-02 -3.22932575e-01 1.21136644e-01 1.01629471e-02
1.34389152e-01 7.72889070e-02]
[ -9.85339422e-02 2.17411045e-02 -1.52867570e-02 2.22967639e-02
1.63316831e-02 -2.01340360e-01 -8.89201048e-02 -1.90558932e-02
1.42169795e-02 1.29353501e-01]
[ -1.29799181e-01 -1.10591606e-02 -1.90651096e-01 1.60864081e-02
-3.09680818e-01 -1.03326687e-02 -6.07487617e-02 -2.17607816e-02
1.93092033e-02 8.59920124e-02]
[ 5.68841533e-02 1.91927247e-01 -2.90981073e-02 -6.87555592e-03
1.16026511e-01 2.20328850e-01 2.52888369e-01 1.09885826e-01
-9.15964197e-02 -2.28464334e-01]
[ 8.75992432e-02 -4.31524976e-02 2.52000299e-02 7.16070224e-02
1.67895612e-01 3.41262755e-02 1.56533676e-01 8.74210091e-02
1.34946741e-01 -2.06249635e-01]
[ 9.94022214e-02 -1.36116323e-01 3.31845116e-03 1.48109149e-02
2.58157690e-01 -3.31027965e-02 1.68168472e-01 4.48588182e-02
-2.70734869e-01 -7.06520504e-02]
[ -5.37667991e-02 -2.47875838e-01 4.94287988e-02 -4.46474919e-02
2.36823464e-01 -1.60610770e-01 2.40949621e-01 -8.58133078e-02
4.95609435e-02 2.50430018e-01]
[ -1.86836158e-01 -7.78370557e-02 1.06673859e-01 8.66709219e-02
4.80091105e-01 8.02173802e-02 7.46310454e-02 4.40486261e-02
1.06341856e-02 1.97862062e-02]
[ -5.86766104e-02 1.21146510e-01 3.22116732e-01 -4.68181257e-02
6.47856763e-03 -1.30544002e-01 2.33640086e-01 9.95378791e-03
-1.08781001e-01 1.87218663e-01]
[ -5.25439421e-02 2.70674230e-03 -1.43024298e-01 2.65708547e-03
1.44279594e-01 -2.72356640e-01 -6.19457663e-02 1.69170973e-01
6.73160037e-02 -4.10393046e-03]
[ 7.20795959e-02 1.15118761e-01 1.41467475e-01 -1.48698636e-01
1.30751966e-01 8.15925578e-02 -6.67935571e-03 2.89259311e-01
3.18144552e-02 1.00069996e-01]
[ 2.31406072e-01 -1.85131139e-02 -1.45887439e-01 1.57671635e-01
-4.34219621e-01 -2.07292520e-01 -1.01911202e-01 1.87618864e-01
2.63452140e-01 -2.37636427e-01]
[ 3.76224568e-02 1.16630346e-01 2.46128118e-01 2.37803830e-01
-3.73602739e-03 -1.84554757e-01 -1.35377343e-01 -1.29961904e-01
-1.48561748e-01 -3.02005257e-01]
[ 5.26790733e-02 2.82591371e-02 -1.02671556e-01 -1.29293519e-02
1.17075588e-01 2.49693348e-02 -8.93673812e-02 -1.84508259e-01
6.61615972e-02 2.52297800e-01]
[ -1.13086401e-02 -8.51408559e-02 -7.11157016e-02 -6.72050599e-02
4.20925971e-02 -1.66792721e-01 1.23454181e-01 1.00256893e-02
2.54949296e-02 -7.29956343e-03]
[ 2.41874793e-03 -1.31452506e-02 2.32657887e-01 3.69128625e-02
-1.05735191e-01 -1.16195864e-01 2.00519665e-01 4.04494293e-02
-2.14389710e-01 7.35689389e-02]
[ 3.77521336e-02 -6.50710358e-02 9.26195050e-02 -4.09308799e-02
-8.69281280e-02 8.98107132e-02 1.71037021e-01 -2.71287189e-01
-5.39696504e-02 -1.36387346e-01]
[ -3.45458195e-02 1.42009754e-02 7.47558859e-02 -6.40095695e-02
7.53515178e-02 1.94676647e-01 1.68981081e-01 1.17539596e-01
-4.71608775e-02 1.47199470e-01]
[ 2.30217978e-01 7.44994677e-02 3.45671219e-02 9.43886389e-02
6.60759440e-03 -2.74448166e-02 -1.75034939e-01 1.47186552e-01
-4.41070461e-02 4.93635659e-04]
[ -3.64660746e-02 -2.31625949e-01 -2.27512980e-02 -7.08409261e-02
-5.57722817e-02 -7.40106462e-02 1.53007347e-02 4.35670138e-02
3.76594588e-02 8.09728031e-02]
[ -1.57045604e-01 1.35356081e-01 1.66492587e-02 1.42683973e-01
-2.83648946e-01 -1.90777971e-01 -1.97975178e-01 -6.54932870e-02
7.23503551e-02 4.63367115e-02]
[ 8.32149019e-03 1.40280081e-01 -3.01248109e-02 1.81290280e-01
-7.75334210e-02 3.02697525e-02 -1.49216062e-02 1.59349763e-01
1.36010564e-02 2.50999006e-01]
[ 1.87958041e-01 9.78327474e-02 2.04847687e-01 3.24279980e-02
-3.14022809e-02 1.34681538e-01 1.42768022e-02 1.67330987e-01
1.54477016e-01 -4.54507164e-02]
[ -1.07498872e-01 1.20929363e-01 2.23691040e-01 -3.51546854e-02
1.34772358e-01 1.54789734e-01 1.00623758e-02 -1.32357710e-02
-7.22881089e-02 -3.86509113e-03]
[ -1.03303449e-01 -2.35544646e-02 2.21021617e-02 8.06813236e-02
-1.21997438e-02 1.21498801e-01 2.76982502e-01 2.05993842e-02
-2.84550801e-01 -1.04496356e-01]
[ -1.75031626e-01 1.07802179e-01 -7.00568407e-02 -2.82894852e-01
-2.64197162e-02 9.16746380e-02 -3.44072522e-02 1.01606810e-01
-1.62753268e-01 1.00983160e-01]
[ 9.77597696e-02 -1.14310239e-01 -8.13064035e-02 -3.90983924e-02
-4.06093646e-02 -2.84658374e-02 -9.91678776e-02 1.49793540e-01
-7.30545803e-02 -7.76285606e-02]
[ 1.55840444e-01 -1.08009658e-01 -1.35300915e-01 3.15660111e-03
1.27262263e-01 -6.33385865e-02 -7.07632732e-02 -1.47060925e-01
1.34557870e-01 -8.60148320e-02]
[ -1.35220141e-01 1.54172293e-01 2.47647542e-01 -4.85919443e-02
2.20304976e-01 1.04774399e-01 -4.66324487e-03 -2.95511933e-01
-1.43789718e-01 -7.92720608e-02]
[ -3.30281961e-01 2.02698521e-01 2.19545770e-02 2.07358403e-03
-2.03501704e-02 -1.84132902e-01 -1.57076859e-01 2.33291567e-01
-7.73947553e-02 1.28659099e-01]
[ 1.40160753e-01 1.20108189e-01 -2.45767334e-01 -1.08968450e-01
1.11252212e-01 -2.81237757e-01 2.15874057e-03 -1.65643129e-01
-1.71266522e-02 -1.99888114e-01]
[ 2.17470577e-01 -9.93224408e-02 6.47161163e-02 -1.27999041e-02
-4.30833577e-02 -3.36421652e-02 -7.07356268e-02 -1.36893931e-01
1.14880445e-01 -1.59982219e-01]
[ -9.95424918e-02 1.15599900e-02 1.22541195e-01 1.19091159e-01
-6.70356972e-02 -1.12507194e-01 2.05747862e-01 -7.59940364e-02
1.89800450e-01 8.59711790e-03]
[ 2.15061737e-02 -8.78425494e-02 2.16200309e-01 -2.21246559e-01
6.12419728e-02 1.09971154e-01 -3.61698588e-02 -1.10488829e-01
3.23667835e-02 2.66070521e-01]]
[[ 0.25251193]
[ 0.78614743]
[ 0.20093316]
[ 0.29774061]
[-1.16326219]
[-0.20561168]
[-0.81901839]
[-0.0474816 ]
[ 0.18866019]
[ 0.46200355]]
Progress: 4.2% ... Training loss: 0.612 ... Validation loss: 0.958[[ 1.14479237e-01 2.31832124e-01 -1.43189577e-01 5.53740396e-02
-5.94684925e-01 -3.15985983e-02 -8.65794287e-02 1.34514984e-01
-1.37820462e-01 1.65361367e-01]
[ 2.12393317e-02 1.95805635e-01 -1.67570293e-02 4.71344888e-02
7.05071187e-02 -8.80695865e-03 2.76002200e-01 4.13976553e-02
1.44060118e-01 -1.79772517e-02]
[ 2.37122302e-01 4.98715045e-01 5.34841006e-02 2.09489330e-01
-2.90323299e-01 -1.01555148e-01 -7.02548381e-01 -3.42041863e-02
1.60472324e-01 4.70337476e-01]
[ -7.19689406e-02 -4.62747510e-01 -2.70080553e-01 -7.82388105e-02
4.56911786e-01 2.05709577e-01 3.46210488e-01 5.92875772e-02
-3.32452667e-02 -5.10085893e-02]
[ 1.84765874e-03 2.31211322e-01 -1.45332182e-01 5.33105803e-02
6.76692695e-02 -1.79401783e-01 -4.63116867e-02 -1.19735468e-01
-2.01034091e-01 7.72720873e-02]
[ -3.61231990e-01 -2.72618968e-01 -2.93923369e-01 1.18021714e-01
1.93366742e-01 6.94396750e-02 -1.58251142e-03 -3.12605207e-02
-3.10604704e-02 1.43790038e-02]
[ 6.83467502e-03 -7.72326167e-02 1.73511700e-02 1.19155555e-01
-2.39203357e-01 -8.08809961e-02 1.02856004e-01 -1.88782348e-01
1.90763485e-01 7.62477741e-02]
[ 1.31511768e-01 -1.07006652e-01 4.03675416e-02 -4.54867917e-02
5.27922558e-02 -5.40006796e-02 -9.22247747e-02 1.22945747e-01
7.69675239e-02 2.99683135e-02]
[ -1.54072899e-01 -1.00722726e-02 -3.01933377e-01 4.74124145e-03
-1.27306598e-01 6.71874916e-02 -2.98997196e-01 -2.33085030e-02
2.81265515e-01 -9.15968196e-02]
[ 3.48636360e-02 -1.80293829e-01 7.37421466e-02 -5.39539761e-03
1.16750127e-01 -7.95674905e-02 -3.78751418e-02 -9.12563712e-02
-4.51565824e-02 1.40461302e-01]
[ -7.00461903e-02 1.58210539e-01 2.13281628e-03 -1.50398678e-01
-5.36107901e-02 2.63299790e-02 2.69075958e-02 -9.96709942e-02
-1.66137399e-02 -1.09744627e-01]
[ -4.94150183e-02 1.48305675e-01 -4.20725587e-02 6.70944047e-02
8.79098679e-02 6.86290350e-02 -1.87866826e-01 -1.56153358e-02
-1.08746358e-01 -1.12143403e-01]
[ -1.55517551e-01 7.46252512e-03 6.26834706e-02 2.38978096e-02
-1.77628790e-01 -2.20539039e-01 -1.82192829e-01 -1.96914999e-01
8.88733526e-02 1.76561354e-01]
[ -2.05128872e-01 -9.10755081e-02 1.23645592e-01 2.78531559e-01
-1.66519519e-01 -8.48341050e-02 -1.63361491e-01 -2.54127067e-01
-2.01872412e-01 2.34253647e-02]
[ 1.07233168e-01 -4.18786759e-02 -2.33135191e-02 9.81231521e-02
2.00017396e-02 -7.15722434e-02 1.08567068e-01 5.83954902e-03
1.51252876e-02 6.95266341e-03]
[ 1.20273240e-02 -8.51360299e-02 -2.23160050e-01 1.13703233e-01
2.41920455e-02 1.08157619e-01 -3.15069799e-02 -1.70537825e-02
-1.23075900e-01 -3.87742563e-02]
[ -1.27909486e-01 -4.71518564e-02 -2.06455462e-01 1.49614771e-01
-5.16037289e-02 1.36863613e-01 1.00809197e-02 -2.50474871e-01
5.90047952e-02 -2.05204491e-01]
[ -7.50400531e-02 -3.61621196e-02 2.74923663e-01 9.57205992e-02
1.07157468e-01 -5.95011951e-02 -1.37849438e-01 1.22200665e-01
6.45960073e-02 3.41647722e-02]
[ 8.57074427e-02 1.13246302e-01 1.06770297e-01 1.38031497e-01
-1.19957627e-01 -4.80516085e-02 1.33030342e-01 1.16187937e-01
-4.77831781e-03 1.62959471e-04]
[ 2.05008350e-02 -9.29961582e-02 -2.81343363e-01 -2.70259340e-02
1.61278231e-01 -1.03808347e-01 1.12719703e-01 1.62258154e-01
1.19381375e-01 -1.29646329e-03]
[ 5.40807583e-02 4.85491989e-02 -1.19448964e-01 4.23675465e-02
-1.16357444e-01 3.26947973e-01 2.14260554e-01 2.06011076e-01
-1.69557593e-01 -4.41500528e-02]
[ 5.80739023e-04 -3.32384790e-02 1.15709238e-01 9.97339004e-02
-4.53410786e-03 1.17322609e-01 -2.11323679e-01 -3.58590928e-02
2.02164458e-01 8.08392000e-02]
[ 9.98647150e-02 6.37643462e-02 -5.49732851e-02 -1.15459593e-01
-8.60418380e-02 -3.23379055e-01 1.19354360e-01 1.00579439e-02
1.34795680e-01 7.82469882e-02]
[ -9.89505416e-02 2.05119537e-02 -1.55937551e-02 2.18040995e-02
1.80094188e-02 -2.01012316e-01 -8.76502766e-02 -1.89769490e-02
1.39135858e-02 1.28598765e-01]
[ -1.29977792e-01 -1.15530518e-02 -1.90792863e-01 1.58621886e-02
-3.08795863e-01 -1.01756059e-02 -6.01827297e-02 -2.17237524e-02
1.91626519e-02 8.56619290e-02]
[ 5.66420245e-02 1.91130841e-01 -2.92972948e-02 -7.17644283e-03
1.17132768e-01 2.20533582e-01 2.53656869e-01 1.09931214e-01
-9.17695859e-02 -2.28904208e-01]
[ 8.68650927e-02 -4.53562829e-02 2.46128749e-02 7.07359823e-02
1.71219249e-01 3.47300149e-02 1.58798908e-01 8.75612012e-02
1.34401633e-01 -2.07569488e-01]
[ 9.89926299e-02 -1.37350608e-01 2.98381889e-03 1.43089964e-02
2.59938501e-01 -3.27645633e-02 1.69361018e-01 4.49335989e-02
-2.71051801e-01 -7.13630841e-02]
[ -5.40220220e-02 -2.48623165e-01 4.92236609e-02 -4.49505826e-02
2.37953262e-01 -1.60401784e-01 2.41778117e-01 -8.57650199e-02
4.93771751e-02 2.50018375e-01]
[ -1.87411561e-01 -7.96614487e-02 1.06243817e-01 8.59904738e-02
4.82603751e-01 8.06816477e-02 7.64089782e-02 4.41555653e-02
1.02234385e-02 1.88155236e-02]
[ -5.91913884e-02 1.19592833e-01 3.21730657e-01 -4.74352208e-02
8.58589478e-03 -1.30128080e-01 2.35331966e-01 1.00528113e-02
-1.09173803e-01 1.86390130e-01]
[ -5.27288838e-02 2.08821523e-03 -1.43156400e-01 2.43733205e-03
1.45127976e-01 -2.72212705e-01 -6.13117793e-02 1.69205927e-01
6.71820067e-02 -4.44601030e-03]
[ 7.22967606e-02 1.15750575e-01 1.41643543e-01 -1.48435532e-01
1.29676862e-01 8.14139931e-02 -7.32486618e-03 2.89216819e-01
3.19850269e-02 1.00457842e-01]
[ 2.32206957e-01 -1.63538418e-02 -1.45293237e-01 1.58651333e-01
-4.37691965e-01 -2.07943803e-01 -1.04196440e-01 1.87465453e-01
2.64083601e-01 -2.36256291e-01]
[ 3.77128601e-02 1.16904831e-01 2.46201146e-01 2.37908196e-01
-4.03825356e-03 -1.84635029e-01 -1.35689366e-01 -1.29978354e-01
-1.48494664e-01 -3.01841162e-01]
[ 5.25613537e-02 2.78841876e-02 -1.02757047e-01 -1.30722324e-02
1.17628722e-01 2.50670878e-02 -8.89819714e-02 -1.84488106e-01
6.60721536e-02 2.52079432e-01]
[ -1.13496824e-02 -8.52719746e-02 -7.11758372e-02 -6.72655978e-02
4.22284604e-02 -1.66748486e-01 1.23576831e-01 1.00339093e-02
2.54573113e-02 -7.41363461e-03]
[ 2.37643695e-03 -1.33108264e-02 2.32619259e-01 3.68547848e-02
-1.05458241e-01 -1.16172062e-01 2.00689846e-01 4.04582517e-02
-2.14426300e-01 7.34922581e-02]
[ 3.76991878e-02 -6.52265290e-02 9.25680222e-02 -4.09967412e-02
-8.64430532e-02 8.98552564e-02 1.71103489e-01 -2.71274797e-01
-5.40141888e-02 -1.36510991e-01]
[ -3.46183982e-02 1.39793696e-02 7.46991972e-02 -6.40932052e-02
7.56629266e-02 1.94733242e-01 1.69212773e-01 1.17552560e-01
-4.72151803e-02 1.47066881e-01]
[ 2.30181377e-01 7.44179383e-02 3.45330689e-02 9.43364185e-02
6.74392585e-03 -2.74094412e-02 -1.74961191e-01 1.47195454e-01
-4.41419135e-02 4.36732681e-04]
[ -3.64335166e-02 -2.31641727e-01 -2.27521067e-02 -7.08206236e-02
-5.58649041e-02 -7.40536645e-02 1.51443837e-02 4.35593789e-02
3.76884439e-02 8.09907511e-02]
[ -1.55777930e-01 1.38251813e-01 1.76610307e-02 1.44162450e-01
-2.88461260e-01 -1.91789437e-01 -2.00807402e-01 -6.57379672e-02
7.33409870e-02 4.84546468e-02]
[ 9.25248233e-03 1.42820110e-01 -2.93978528e-02 1.82412806e-01
-8.14910344e-02 2.95063979e-02 -1.76484393e-02 1.59169071e-01
1.43105355e-02 2.52578913e-01]
[ 1.88446219e-01 9.92256319e-02 2.05222603e-01 3.30096169e-02
-3.34709824e-02 1.34287801e-01 1.27219795e-02 1.67238125e-01
1.54844486e-01 -4.45715710e-02]
[ -1.07254001e-01 1.21635890e-01 2.23880531e-01 -3.48670575e-02
1.33632761e-01 1.54593498e-01 9.36216459e-03 -1.32786121e-02
-7.21065583e-02 -3.45462322e-03]
[ -1.03509990e-01 -2.41554565e-02 2.19432897e-02 8.04330882e-02
-1.12388432e-02 1.21663250e-01 2.77646558e-01 2.06380449e-02
-2.84694649e-01 -1.04874471e-01]
[ -1.75284000e-01 1.06950853e-01 -7.02598350e-02 -2.83202060e-01
-2.51963562e-02 9.18873988e-02 -3.35462262e-02 1.01654699e-01
-1.62946051e-01 1.00541491e-01]
[ 9.71181807e-02 -1.16180475e-01 -8.18176080e-02 -3.98779414e-02
-3.79892198e-02 -2.79558879e-02 -9.73012750e-02 1.49910787e-01
-7.35543741e-02 -7.88081732e-02]
[ 1.55310751e-01 -1.09764007e-01 -1.35729355e-01 2.50987521e-03
1.29854008e-01 -6.29130083e-02 -6.89444652e-02 -1.46963759e-01
1.34186545e-01 -8.70187685e-02]
[ -1.34245552e-01 1.56122156e-01 2.48358091e-01 -4.74986949e-02
2.16768969e-01 1.04048187e-01 -6.59297074e-03 -2.95691784e-01
-1.43037954e-01 -7.77529346e-02]
[ -3.29464281e-01 2.05293009e-01 2.25508357e-02 3.08172515e-03
-2.44925240e-02 -1.84821837e-01 -1.60061122e-01 2.33129246e-01
-7.67731370e-02 1.30276215e-01]
[ 1.39605746e-01 1.18228647e-01 -2.46187537e-01 -1.09653038e-01
1.13923502e-01 -2.80823610e-01 4.01860851e-03 -1.65543799e-01
-1.75404184e-02 -2.00918489e-01]
[ 2.16691823e-01 -1.02034915e-01 6.40852432e-02 -1.37733565e-02
-3.95779454e-02 -3.29752282e-02 -6.81336768e-02 -1.36742252e-01
1.14279686e-01 -1.61458511e-01]
[ -9.97512977e-02 1.09173455e-02 1.22389507e-01 1.18861779e-01
-6.60938961e-02 -1.12347373e-01 2.06351279e-01 -7.59563174e-02
1.89657659e-01 8.21734956e-03]
[ 2.14789712e-02 -8.82441547e-02 2.16196448e-01 -2.21268519e-01
6.18015889e-02 1.09971165e-01 -3.57527196e-02 -1.10488797e-01
3.23789687e-02 2.66016777e-01]]
[[ 0.24708937]
[ 0.78931397]
[ 0.19590379]
[ 0.29747731]
[-1.16893933]
[-0.20748319]
[-0.82423324]
[-0.04813741]
[ 0.18381215]
[ 0.46181761]]
Progress: 4.3% ... Training loss: 0.607 ... Validation loss: 0.962[[ 1.14715663e-01 2.32275044e-01 -1.42967842e-01 5.55776939e-02
-5.94444506e-01 -3.17886653e-02 -8.68055818e-02 1.34465957e-01
-1.37649734e-01 1.65392806e-01]
[ 2.12915532e-02 1.95930348e-01 -1.67190125e-02 4.71977036e-02
7.01862681e-02 -8.84887045e-03 2.75888789e-01 4.13890377e-02
1.44105708e-01 -1.78888712e-02]
[ 2.35656312e-01 4.93326604e-01 5.22597522e-02 2.07565673e-01
-2.82301634e-01 -1.00197967e-01 -6.97398021e-01 -3.38809995e-02
1.59269414e-01 4.67565613e-01]
[ -7.22212178e-02 -4.63271132e-01 -2.70278293e-01 -7.84521877e-02
4.57315145e-01 2.05881746e-01 3.47054989e-01 5.93225628e-02
-3.33997337e-02 -5.10824555e-02]
[ 1.96064013e-04 2.25787233e-01 -1.46616413e-01 5.12017194e-02
7.53351871e-02 -1.78186125e-01 -4.02048394e-02 -1.19423308e-01
-2.02083494e-01 7.39023842e-02]
[ -3.61869716e-01 -2.74361997e-01 -2.94394102e-01 1.17252752e-01
1.96182170e-01 6.99249643e-02 5.09675077e-04 -3.11392954e-02
-3.14760341e-02 1.31357484e-02]
[ 6.02787198e-03 -8.00482582e-02 1.67219659e-02 1.18072612e-01
-2.35168161e-01 -8.01494081e-02 1.05640817e-01 -1.88616010e-01
1.90133457e-01 7.46845207e-02]
[ 1.30478830e-01 -1.10573989e-01 3.95315862e-02 -4.68150796e-02
5.84604867e-02 -5.31134334e-02 -8.85042522e-02 1.23153025e-01
7.61511639e-02 2.79143797e-02]
[ -1.53812870e-01 -9.24498371e-03 -3.01721336e-01 5.05723841e-03
-1.28613717e-01 6.69678602e-02 -2.99934305e-01 -2.33598810e-02
2.81454921e-01 -9.10988320e-02]
[ 3.35215191e-02 -1.85173933e-01 7.26800789e-02 -7.21609308e-03
1.23918036e-01 -7.83687580e-02 -3.31811758e-02 -9.09754357e-02
-4.61703071e-02 1.37825386e-01]
[ -7.04070502e-02 1.57333127e-01 1.85830370e-03 -1.50845258e-01
-5.16129093e-02 2.66027506e-02 2.82290685e-02 -9.96028788e-02
-1.68998240e-02 -1.10485394e-01]
[ -4.99294800e-02 1.46764472e-01 -4.24598302e-02 6.64974840e-02
8.99558147e-02 6.90420230e-02 -1.86221850e-01 -1.55209229e-02
-1.09119096e-01 -1.13129176e-01]
[ -1.55517551e-01 7.46252512e-03 6.26834706e-02 2.38978096e-02
-1.77628790e-01 -2.20539039e-01 -1.82192829e-01 -1.96914999e-01
8.88733526e-02 1.76561354e-01]
[ -2.05380257e-01 -9.18227884e-02 1.23466895e-01 2.78230554e-01
-1.65225009e-01 -8.46410810e-02 -1.62502569e-01 -2.54080773e-01
-2.02022753e-01 2.29342549e-02]
[ 1.07028623e-01 -4.25061055e-02 -2.34677899e-02 9.78696695e-02
2.08892917e-02 -7.14251188e-02 1.09349538e-01 5.87865624e-03
1.49966672e-02 6.54065574e-03]
[ 1.23296742e-02 -8.43691271e-02 -2.22913773e-01 1.14032205e-01
2.30651301e-02 1.07914384e-01 -3.25360520e-02 -1.71100398e-02
-1.22860559e-01 -3.82825785e-02]
[ -1.28111375e-01 -4.76546715e-02 -2.06599064e-01 1.49337141e-01
-5.08843240e-02 1.37036784e-01 1.08316834e-02 -2.50437651e-01
5.88619704e-02 -2.05648911e-01]
[ -7.54967066e-02 -3.73863197e-02 2.74570129e-01 9.51846892e-02
1.09006202e-01 -5.91268547e-02 -1.36611040e-01 1.22292385e-01
6.42669111e-02 3.34467314e-02]
[ 8.50446146e-02 1.10927819e-01 1.06236410e-01 1.37192786e-01
-1.16686031e-01 -4.74675579e-02 1.35389430e-01 1.16322460e-01
-5.30632177e-03 -1.10212411e-03]
[ 1.98520473e-02 -9.50588034e-02 -2.81888870e-01 -2.78718372e-02
1.64532956e-01 -1.03226225e-01 1.14793631e-01 1.62393474e-01
1.18876342e-01 -2.53633349e-03]
[ 5.35357681e-02 4.65403591e-02 -1.19853003e-01 4.16921086e-02
-1.13454762e-01 3.27397771e-01 2.16365307e-01 2.06113451e-01
-1.69959628e-01 -4.52439513e-02]
[ 7.44648530e-04 -3.27736433e-02 1.15825478e-01 9.99287755e-02
-5.00562676e-03 1.17183108e-01 -2.11751333e-01 -3.58906430e-02
2.02261594e-01 8.11055902e-02]
[ 1.00248432e-01 6.49858063e-02 -5.46632040e-02 -1.14993924e-01
-8.78824298e-02 -3.23701544e-01 1.18045406e-01 9.98241853e-03
1.35074991e-01 7.89744385e-02]
[ -9.89559889e-02 2.04964974e-02 -1.55974151e-02 2.17977959e-02
1.80309282e-02 -2.01007669e-01 -8.76357662e-02 -1.89758628e-02
1.39097867e-02 1.28590998e-01]
[ -1.30068682e-01 -1.17978191e-02 -1.90872114e-01 1.57428596e-02
-3.08345816e-01 -1.00941649e-02 -5.99394690e-02 -2.17046011e-02
1.90880707e-02 8.54861545e-02]
[ 5.60780014e-02 1.89562319e-01 -2.97553557e-02 -7.86339787e-03
1.19760947e-01 2.21013583e-01 2.55462182e-01 1.10039693e-01
-9.21916368e-02 -2.29944008e-01]
[ 8.65085937e-02 -4.63784999e-02 2.43238152e-02 7.03071737e-02
1.72544160e-01 3.49986251e-02 1.59997933e-01 8.76290973e-02
1.34144019e-01 -2.08276384e-01]
[ 9.80279102e-02 -1.40457650e-01 2.22812868e-03 1.31046598e-02
2.64360075e-01 -3.19476470e-02 1.72558709e-01 4.51260239e-02
-2.71758050e-01 -7.32116772e-02]
[ -5.44855560e-02 -2.49950240e-01 4.88538036e-02 -4.55140904e-02
2.40096473e-01 -1.60027327e-01 2.43313284e-01 -8.56797946e-02
4.90472135e-02 2.49227984e-01]
[ -1.87784454e-01 -8.07775830e-02 1.05950338e-01 8.55341942e-02
4.84111624e-01 8.09885814e-02 7.76246279e-02 4.42284254e-02
9.95027926e-03 1.81370579e-02]
[ -5.97396624e-02 1.17839737e-01 3.21287733e-01 -4.81199084e-02
1.12396256e-02 -1.29652046e-01 2.37112233e-01 1.01576067e-02
-1.09586423e-01 1.85411619e-01]
[ -5.32622328e-02 3.94674259e-04 -1.43571462e-01 1.75340217e-03
1.47681412e-01 -2.71749421e-01 -5.95086685e-02 1.69314608e-01
6.67658929e-02 -5.46532779e-03]
[ 7.24723995e-02 1.16316380e-01 1.41789874e-01 -1.48217338e-01
1.28849056e-01 8.12637841e-02 -7.92917317e-03 2.89183216e-01
3.21207957e-02 1.00802029e-01]
[ 2.32161351e-01 -1.64972096e-02 -1.45318271e-01 1.58611517e-01
-4.37557398e-01 -2.07909097e-01 -1.04032251e-01 1.87472715e-01
2.64065057e-01 -2.36322802e-01]
[ 3.79895982e-02 1.17746782e-01 2.46439176e-01 2.38261960e-01
-5.43796785e-03 -1.84882196e-01 -1.36556156e-01 -1.30034304e-01
-1.48282551e-01 -3.01354675e-01]
[ 5.24606527e-02 2.77112327e-02 -1.02825831e-01 -1.31656686e-02
1.17985987e-01 2.51261738e-02 -8.89162352e-02 -1.84469920e-01
6.60119704e-02 2.52021098e-01]
[ -1.12592199e-02 -8.50072744e-02 -7.11062489e-02 -6.71635544e-02
4.18358799e-02 -1.66818422e-01 1.23284269e-01 1.00169808e-02
2.55191367e-02 -7.24680707e-03]
[ 2.37967405e-03 -1.31178653e-02 2.32631687e-01 3.68716118e-02
-1.05501493e-01 -1.16188487e-01 2.00515335e-01 4.04594264e-02
-2.14421506e-01 7.35292979e-02]
[ 3.78362698e-02 -6.47791695e-02 9.26905422e-02 -4.08123773e-02
-8.69811918e-02 8.97248287e-02 1.70696480e-01 -2.71307289e-01
-5.39031211e-02 -1.36278096e-01]
[ -3.47453794e-02 1.37520380e-02 7.45972019e-02 -6.42370600e-02
7.61153468e-02 1.94831753e-01 1.69575890e-01 1.17573023e-01
-4.73043135e-02 1.46861843e-01]
[ 2.30082153e-01 7.42116314e-02 3.44463141e-02 9.42039975e-02
7.06692138e-03 -2.73150412e-02 -1.74795978e-01 1.47218053e-01
-4.42290478e-02 2.67028275e-04]
[ -3.63215524e-02 -2.31344823e-01 -2.26820859e-02 -7.06929361e-02
-5.61534416e-02 -7.41518188e-02 1.48586294e-02 4.35388238e-02
3.77446077e-02 8.11670928e-02]
[ -1.55187389e-01 1.39773499e-01 1.81421798e-02 1.44874088e-01
-2.90623700e-01 -1.92249077e-01 -2.02289851e-01 -6.58521410e-02
7.37875410e-02 4.94910725e-02]
[ 1.05609807e-02 1.46106426e-01 -2.83500881e-02 1.83901186e-01
-8.64501478e-02 2.84413115e-02 -2.14728526e-02 1.58927518e-01
1.52718175e-02 2.54743295e-01]
[ 1.88554668e-01 9.95320291e-02 2.05322575e-01 3.31342039e-02
-3.38467853e-02 1.34201764e-01 1.23964597e-02 1.67217400e-01
1.54919144e-01 -4.43944996e-02]
[ -1.07332311e-01 1.21412485e-01 2.23815911e-01 -3.49640910e-02
1.33959839e-01 1.54659582e-01 9.62513780e-03 -1.32626034e-02
-7.21644250e-02 -3.60518890e-03]
[ -1.03675946e-01 -2.46495181e-02 2.18181571e-02 8.02477820e-02
-1.05485613e-02 1.21795511e-01 2.78199532e-01 2.06656959e-02
-2.84811440e-01 -1.05174342e-01]
[ -1.75393889e-01 1.06616803e-01 -7.03469758e-02 -2.83335026e-01
-2.47553528e-02 9.19802597e-02 -3.31840751e-02 1.01675980e-01
-1.63027551e-01 1.00338431e-01]
[ 9.66280918e-02 -1.17814170e-01 -8.22456694e-02 -4.05362837e-02
-3.57486240e-02 -2.75124570e-02 -9.58501203e-02 1.50015244e-01
-7.39622267e-02 -7.97772283e-02]
[ 1.55160494e-01 -1.10305868e-01 -1.35834879e-01 2.28055557e-03
1.31082599e-01 -6.27582054e-02 -6.83583852e-02 -1.46930169e-01
1.34074392e-01 -8.73582736e-02]
[ -1.34694339e-01 1.54680004e-01 2.47988311e-01 -4.81041905e-02
2.18748265e-01 1.04454128e-01 -5.16612860e-03 -2.95603894e-01
-1.43371992e-01 -7.86113519e-02]
[ -3.30167824e-01 2.02745667e-01 2.20149757e-02 2.19862671e-03
-2.06737409e-02 -1.84258963e-01 -1.57532140e-01 2.33265619e-01
-7.72731212e-02 1.28915014e-01]
[ 1.39714841e-01 1.18432931e-01 -2.46066726e-01 -1.09513335e-01
1.13637168e-01 -2.80916354e-01 3.86450569e-03 -1.65570586e-01
-1.74215656e-02 -2.00726246e-01]
[ 2.15275006e-01 -1.06370357e-01 6.29218812e-02 -1.55665532e-02
-3.36135624e-02 -3.17448231e-02 -6.37953552e-02 -1.36447210e-01
1.13161930e-01 -1.64205115e-01]
[ -9.93419178e-02 1.22848953e-02 1.22723243e-01 1.19371631e-01
-6.76299278e-02 -1.12719341e-01 2.05169319e-01 -7.60392576e-02
1.89939294e-01 9.01134518e-03]
[ 2.14624628e-02 -8.82479109e-02 2.16192576e-01 -2.21271160e-01
6.18446385e-02 1.09966347e-01 -3.56364691e-02 -1.10488499e-01
3.23698656e-02 2.65973809e-01]]
[[ 0.22627184]
[ 0.76935332]
[ 0.17648172]
[ 0.27695308]
[-1.19216683]
[-0.22447109]
[-0.84114896]
[-0.06640771]
[ 0.16660817]
[ 0.44067374]]
Progress: 4.3% ... Training loss: 0.599 ... Validation loss: 1.009[[ 1.16028691e-01 2.35811531e-01 -1.41881631e-01 5.72821568e-02
-5.99410286e-01 -3.30900424e-02 -9.07422388e-02 1.34059586e-01
-1.36639045e-01 1.67985242e-01]
[ 2.13161719e-02 1.96036193e-01 -1.67041459e-02 4.72138773e-02
7.01009184e-02 -8.86272718e-03 2.75774085e-01 4.13847758e-02
1.44117003e-01 -1.78481338e-02]
[ 2.36990604e-01 4.97745128e-01 5.33328752e-02 2.09251351e-01
-2.87627009e-01 -1.01521771e-01 -7.01834965e-01 -3.42842254e-02
1.60225400e-01 4.70060528e-01]
[ -7.14375764e-02 -4.59003532e-01 -2.69552029e-01 -7.71381759e-02
4.50331845e-01 2.04770553e-01 3.42857767e-01 5.90333352e-02
-3.27560541e-02 -4.88872712e-02]
[ -2.89691677e-04 2.23773200e-01 -1.47047696e-01 5.04343731e-02
7.87712168e-02 -1.77545808e-01 -3.82678116e-02 -1.19252579e-01
-2.02419508e-01 7.26594336e-02]
[ -3.61392096e-01 -2.73159407e-01 -2.94021513e-01 1.17867420e-01
1.93775012e-01 6.94310769e-02 -8.94602423e-04 -3.12811450e-02
-3.10855183e-02 1.40123385e-02]
[ 5.97702265e-03 -8.03632461e-02 1.67103334e-02 1.17956460e-01
-2.34105068e-01 -8.00477780e-02 1.05938101e-01 -1.88600912e-01
1.90089693e-01 7.46015035e-02]
[ 1.31246582e-01 -1.08251752e-01 4.01797526e-02 -4.58048480e-02
5.51858186e-02 -5.38748056e-02 -9.07497668e-02 1.22910515e-01
7.67901479e-02 2.93134862e-02]
[ -1.53010384e-01 -6.48941130e-03 -3.01084378e-01 6.10359088e-03
-1.32765472e-01 6.61193237e-02 -3.03004245e-01 -2.36050439e-02
2.82022029e-01 -8.94471866e-02]
[ 3.42225270e-02 -1.82866820e-01 7.32470124e-02 -6.35046319e-03
1.21033663e-01 -7.90609777e-02 -3.54705423e-02 -9.11880413e-02
-4.56759418e-02 1.39146254e-01]
[ -6.91444583e-02 1.60939409e-01 2.88847296e-03 -1.49203667e-01
-5.73171589e-02 2.53474898e-02 2.42759719e-02 -9.99949844e-02
-1.58754381e-02 -1.08035456e-01]
[ -4.98960698e-02 1.46816489e-01 -4.24108518e-02 6.65453630e-02
8.97739478e-02 6.89873375e-02 -1.86401836e-01 -1.55306372e-02
-1.09085003e-01 -1.13055657e-01]
[ -1.55517551e-01 7.46252512e-03 6.26834706e-02 2.38978096e-02
-1.77628790e-01 -2.20539039e-01 -1.82192829e-01 -1.96914999e-01
8.88733526e-02 1.76561354e-01]
[ -2.05468490e-01 -9.22413034e-02 1.23399378e-01 2.78128249e-01
-1.64752984e-01 -8.45514618e-02 -1.62134166e-01 -2.54057497e-01
-2.02072941e-01 2.27529699e-02]
[ 1.07416441e-01 -4.13216917e-02 -2.31506461e-02 9.83866939e-02
1.87185235e-02 -7.18455460e-02 1.08112933e-01 5.76276172e-03
1.53072252e-02 7.29549909e-03]
[ 1.24220366e-02 -8.41983179e-02 -2.22858509e-01 1.14124125e-01
2.28115975e-02 1.07839785e-01 -3.27572823e-02 -1.71345958e-02
-1.22795702e-01 -3.81538071e-02]
[ -1.27921928e-01 -4.73114409e-02 -2.06442249e-01 1.49510438e-01
-5.11690629e-02 1.36915847e-01 1.03871475e-02 -2.50486634e-01
5.90019153e-02 -2.05314358e-01]
[ -7.58558693e-02 -3.84053256e-02 2.74294049e-01 9.47550041e-02
1.10828273e-01 -5.87853229e-02 -1.35417802e-01 1.22396106e-01
6.39966982e-02 3.28234229e-02]
[ 8.51779124e-02 1.11330412e-01 1.06366959e-01 1.37332857e-01
-1.17508319e-01 -4.75859313e-02 1.34824583e-01 1.16277866e-01
-5.20790993e-03 -8.27025730e-04]
[ 2.00089329e-02 -9.48305826e-02 -2.81746970e-01 -2.76758258e-02
1.64339485e-01 -1.03373208e-01 1.14739802e-01 1.62343099e-01
1.19014725e-01 -2.34226453e-03]
[ 5.42499866e-02 4.89484596e-02 -1.19283800e-01 4.26210283e-02
-1.16815437e-01 3.26686839e-01 2.13617060e-01 2.05900213e-01
-1.69402171e-01 -4.37609742e-02]
[ 9.24875927e-04 -3.21153233e-02 1.15963706e-01 1.00180685e-01
-5.97413576e-03 1.16980714e-01 -2.12152210e-01 -3.59511884e-02
2.02408820e-01 8.13405339e-02]
[ 1.00573373e-01 6.60465246e-02 -5.44002890e-02 -1.14557105e-01
-8.94099754e-02 -3.24054594e-01 1.16780635e-01 9.88284354e-03
1.35277257e-01 7.96546014e-02]
[ -9.89032046e-02 2.06882121e-02 -1.55577753e-02 2.18621232e-02
1.77662845e-02 -2.01059235e-01 -8.78174724e-02 -1.89912322e-02
1.39492951e-02 1.28693698e-01]
[ -1.29856259e-01 -1.10430072e-02 -1.90694095e-01 1.60296501e-02
-3.09564228e-01 -1.03282213e-02 -6.08069106e-02 -2.17728937e-02
1.92627053e-02 8.59469535e-02]
[ 5.58386725e-02 1.88766284e-01 -2.99435618e-02 -8.15200127e-03
1.20998954e-01 2.21251536e-01 2.56323411e-01 1.10108202e-01
-9.23695917e-02 -2.30377123e-01]
[ 8.60616928e-02 -4.78430392e-02 2.39722065e-02 6.97513032e-02
1.74882720e-01 3.54463527e-02 1.61569717e-01 8.77527093e-02
1.33819218e-01 -2.09089161e-01]
[ 9.79059675e-02 -1.40870744e-01 2.13904078e-03 1.29442857e-02
2.65034061e-01 -3.18186216e-02 1.72960460e-01 4.51626088e-02
-2.71847364e-01 -7.34513101e-02]
[ -5.49306494e-02 -2.51407357e-01 4.85071649e-02 -4.60675801e-02
2.42329877e-01 -1.59583118e-01 2.44912263e-01 -8.55494060e-02
4.87354503e-02 2.48416260e-01]
[ -1.88293000e-01 -8.24693125e-02 1.05545943e-01 8.48732709e-02
4.86846210e-01 8.15139743e-02 7.95618641e-02 4.43801354e-02
9.57469799e-03 1.71524094e-02]
[ -5.97424803e-02 1.17831750e-01 3.21285199e-01 -4.81237257e-02
1.12547328e-02 -1.29648958e-01 2.37121702e-01 1.01585525e-02
-1.09588825e-01 1.85405457e-01]
[ -5.33479631e-02 7.78332568e-05 -1.43638537e-01 1.64364375e-03
1.48152221e-01 -2.71660405e-01 -5.91794944e-02 1.69338498e-01
6.67008703e-02 -5.60702552e-03]
[ 7.31447686e-02 1.18630175e-01 1.42305366e-01 -1.47375442e-01
1.25275153e-01 8.05953187e-02 -1.03046039e-02 2.88997165e-01
3.26210882e-02 1.02072884e-01]
[ 2.33691656e-01 -1.13125375e-02 -1.44073481e-01 1.60659588e-01
-4.45228013e-01 -2.09545424e-01 -1.09673155e-01 1.86998962e-01
2.65224892e-01 -2.33160201e-01]
[ 3.79491758e-02 1.17644218e-01 2.46411399e-01 2.38216504e-01
-5.28015695e-03 -1.84845402e-01 -1.36426724e-01 -1.30023023e-01
-1.48312666e-01 -3.01432017e-01]
[ 5.23964039e-02 2.76303515e-02 -1.02868699e-01 -1.32368839e-02
1.18149200e-01 2.51732117e-02 -8.89039096e-02 -1.84458141e-01
6.59592874e-02 2.51946209e-01]
[ -1.13804725e-02 -8.53985107e-02 -7.12152881e-02 -6.73290348e-02
4.24238449e-02 -1.66707949e-01 1.23618609e-01 1.00562173e-02
2.54264611e-02 -7.49070990e-03]
[ 2.76642923e-03 -1.19006235e-02 2.32940382e-01 3.73435001e-02
-1.07561316e-01 -1.16559925e-01 1.99207584e-01 4.03438357e-02
-2.14132930e-01 7.42475204e-02]
[ 3.80271994e-02 -6.41721358e-02 9.28434933e-02 -4.05815307e-02
-8.79479235e-02 8.95433266e-02 1.70062233e-01 -2.71352143e-01
-5.37606095e-02 -1.35917945e-01]
[ -3.45024163e-02 1.45257958e-02 7.47920810e-02 -6.39161252e-02
7.49172924e-02 1.94571254e-01 1.68933580e-01 1.17493495e-01
-4.71122526e-02 1.47212570e-01]
[ 2.29998005e-01 7.40793475e-02 3.43774405e-02 9.41146377e-02
7.38740520e-03 -2.72466037e-02 -1.74635425e-01 1.47242801e-01
-4.42944469e-02 1.63662828e-04]
[ -3.62870631e-02 -2.31082886e-01 -2.26620630e-02 -7.06504365e-02
-5.61402375e-02 -7.41970247e-02 1.45889601e-02 4.35304221e-02
3.77671961e-02 8.12503142e-02]
[ -1.54756940e-01 1.40398139e-01 1.84817339e-02 1.45359876e-01
-2.91522189e-01 -1.92570576e-01 -2.03110117e-01 -6.59742689e-02
7.41029269e-02 5.01741137e-02]
[ 1.10394430e-02 1.47488509e-01 -2.79482145e-02 1.84477205e-01
-8.87039353e-02 2.79663444e-02 -2.29210291e-02 1.58775668e-01
1.56415115e-02 2.55514707e-01]
[ 1.88855492e-01 1.00500145e-01 2.05579038e-01 3.35354240e-02
-3.55139739e-02 1.33881858e-01 1.13288286e-02 1.67121890e-01
1.55157362e-01 -4.38080852e-02]
[ -1.07027312e-01 1.22336904e-01 2.24047706e-01 -3.45871661e-02
1.32474883e-01 1.54358008e-01 8.65480138e-03 -1.33495718e-02
-7.19383057e-02 -3.05489702e-03]
[ -1.03709039e-01 -2.47948360e-02 2.17920397e-02 8.01962654e-02
-1.03820849e-02 1.21845479e-01 2.78268056e-01 2.06780398e-02
-2.84839554e-01 -1.05205107e-01]
[ -1.75561753e-01 1.06055080e-01 -7.04734930e-02 -2.83539056e-01
-2.39347768e-02 9.21428271e-02 -3.25849974e-02 1.01724844e-01
-1.63148893e-01 1.00015863e-01]
[ 9.64139431e-02 -1.18545106e-01 -8.24153663e-02 -4.08173754e-02
-3.46797549e-02 -2.72849300e-02 -9.51097226e-02 1.50081562e-01
-7.41274949e-02 -8.01872515e-02]
[ 1.55219328e-01 -1.10032672e-01 -1.35781690e-01 2.33800456e-03
1.30885114e-01 -6.28241779e-02 -6.85887654e-02 -1.46940312e-01
1.34115969e-01 -8.72750515e-02]
[ -1.34611179e-01 1.55271619e-01 2.48077069e-01 -4.79753816e-02
2.18386391e-01 1.04355603e-01 -5.75602645e-03 -2.95641876e-01
-1.43300576e-01 -7.83031079e-02]
[ -3.29772184e-01 2.03109437e-01 2.23398850e-02 2.69716826e-03
-2.15988700e-02 -1.84602810e-01 -1.58217184e-01 2.33154971e-01
-7.69481740e-02 1.29556813e-01]
[ 1.39986413e-01 1.19251761e-01 -2.45865627e-01 -1.09151571e-01
1.12365647e-01 -2.81203970e-01 2.82945974e-03 -1.65658557e-01
-1.72003625e-02 -2.00136328e-01]
[ 2.15650342e-01 -1.04972863e-01 6.32392565e-02 -1.50534383e-02
-3.55421171e-02 -3.21665800e-02 -6.52681219e-02 -1.36572226e-01
1.13422745e-01 -1.63404773e-01]
[ -9.91025411e-02 1.31097672e-02 1.22916435e-01 1.19644481e-01
-6.85535199e-02 -1.12952227e-01 2.04354113e-01 -7.61072876e-02
1.90135930e-01 9.44637964e-03]
[ 2.20355539e-02 -8.65522743e-02 2.16660134e-01 -2.20548588e-01
5.86823050e-02 1.09414784e-01 -3.72305767e-02 -1.10663136e-01
3.28061163e-02 2.66959575e-01]]
[[ 0.24869127]
[ 0.79141348]
[ 0.19253373]
[ 0.29749542]
[-1.1814917 ]
[-0.20531067]
[-0.826695 ]
[-0.04429325]
[ 0.1895595 ]
[ 0.46265459]]
Progress: 4.4% ... Training loss: 0.603 ... Validation loss: 0.954[[ 1.16750794e-01 2.37044583e-01 -1.41282163e-01 5.82208010e-02
-6.00617090e-01 -3.35556949e-02 -9.21574471e-02 1.33909042e-01
-1.36016664e-01 1.69284763e-01]
[ 2.15436340e-02 1.95917300e-01 -1.65249287e-02 4.74504985e-02
6.96603495e-02 -9.01986290e-03 2.75531574e-01 4.13495604e-02
1.44311380e-01 -1.75622710e-02]
[ 2.37248688e-01 4.97594170e-01 5.37479347e-02 2.09829001e-01
-2.88127652e-01 -1.01761000e-01 -7.01721779e-01 -3.43720535e-02
1.60659836e-01 4.70860273e-01]
[ -7.35537249e-02 -4.64875917e-01 -2.71358794e-01 -7.97924450e-02
4.59021208e-01 2.06485704e-01 3.49093092e-01 5.94406168e-02
-3.44903221e-02 -5.26662745e-02]
[ 9.85822678e-04 2.26718528e-01 -1.46000474e-01 5.20353768e-02
7.34712035e-02 -1.78518957e-01 -4.16358137e-02 -1.19492012e-01
-2.01394160e-01 7.47175743e-02]
[ -3.61594209e-01 -2.73925973e-01 -2.94245940e-01 1.17574103e-01
1.95168894e-01 6.96510533e-02 -1.94739447e-04 -3.12432369e-02
-3.12558740e-02 1.35741939e-02]
[ 5.24722773e-03 -8.27043808e-02 1.61497636e-02 1.17042269e-01
-2.29761558e-01 -7.94317241e-02 1.08381459e-01 -1.88474263e-01
1.89493907e-01 7.32396942e-02]
[ 1.31286725e-01 -1.08607836e-01 4.03330165e-02 -4.55699246e-02
5.55618946e-02 -5.39081275e-02 -9.03410431e-02 1.22866184e-01
7.69645217e-02 2.96334410e-02]
[ -1.53334747e-01 -7.65499787e-03 -3.01363742e-01 5.65431578e-03
-1.30937720e-01 6.64594892e-02 -3.01600382e-01 -2.35376343e-02
2.81753074e-01 -9.02211054e-02]
[ 3.37131819e-02 -1.85123535e-01 7.29119367e-02 -6.94769391e-03
1.25301173e-01 -7.85144699e-02 -3.29534057e-02 -9.11183929e-02
-4.59952340e-02 1.38175351e-01]
[ -6.92665181e-02 1.60294597e-01 2.76504953e-03 -1.49340826e-01
-5.63851199e-02 2.54642656e-02 2.48904231e-02 -9.99834120e-02
-1.59498370e-02 -1.08258436e-01]
[ -5.04807939e-02 1.45088645e-01 -4.28634487e-02 6.58578933e-02
9.25156193e-02 6.94669279e-02 -1.84577616e-01 -1.54242220e-02
-1.09552034e-01 -1.14115692e-01]
[ -1.55517551e-01 7.46252512e-03 6.26834706e-02 2.38978096e-02
-1.77628790e-01 -2.20539039e-01 -1.82192829e-01 -1.96914999e-01
8.88733526e-02 1.76561354e-01]
[ -2.05514051e-01 -9.24447517e-02 1.23351463e-01 2.78059492e-01
-1.64330893e-01 -8.45053503e-02 -1.61963570e-01 -2.54049688e-01
-2.02103144e-01 2.26217035e-02]
[ 1.07200526e-01 -4.19671709e-02 -2.33348081e-02 9.80969678e-02
1.99917573e-02 -7.16387890e-02 1.08764375e-01 5.80386134e-03
1.51276056e-02 6.88043764e-03]
[ 1.25213730e-02 -8.40398536e-02 -2.22819485e-01 1.14242181e-01
2.23156569e-02 1.07768443e-01 -3.30350456e-02 -1.71530152e-02
-1.22722708e-01 -3.79666962e-02]
[ -1.27975351e-01 -4.78607045e-02 -2.06477645e-01 1.49370393e-01
-4.99904516e-02 1.36981124e-01 1.08405132e-02 -2.50480252e-01
5.89327099e-02 -2.05540974e-01]
[ -7.57830050e-02 -3.79609132e-02 2.74357028e-01 9.48746616e-02
1.10675115e-01 -5.88538672e-02 -1.35878693e-01 1.22380799e-01
6.40497650e-02 3.30389910e-02]
[ 8.43741172e-02 1.08931920e-01 1.05734933e-01 1.36369719e-01
-1.13982289e-01 -4.69166126e-02 1.37486500e-01 1.16423424e-01
-5.82860352e-03 -2.28209578e-03]
[ 2.01310758e-02 -9.48059256e-02 -2.81552263e-01 -2.73950039e-02
1.64066646e-01 -1.03436763e-01 1.14816901e-01 1.62296985e-01
1.19210523e-01 -1.96049593e-03]
[ 5.39887285e-02 4.82286232e-02 -1.19448723e-01 4.23789613e-02
-1.15459769e-01 3.26850249e-01 2.14429225e-01 2.05931642e-01
-1.69561399e-01 -4.40732907e-02]
[ 8.44389278e-04 -3.25107309e-02 1.15886739e-01 1.00063850e-01
-5.50899021e-03 1.17045857e-01 -2.11809604e-01 -3.59345256e-02
2.02365897e-01 8.11132888e-02]
[ 1.00943459e-01 6.70412878e-02 -5.41251632e-02 -1.14118779e-01
-9.08591602e-02 -3.24311060e-01 1.15785738e-01 9.81995265e-03
1.35552410e-01 8.02577067e-02]
[ -9.92039352e-02 1.96666586e-02 -1.58015144e-02 2.14569736e-02
1.92756283e-02 -2.00777663e-01 -8.67051088e-02 -1.89322479e-02
1.36916990e-02 1.28056113e-01]
[ -1.29975648e-01 -1.13611957e-02 -1.90791897e-01 1.58766482e-02
-3.08982009e-01 -1.02230291e-02 -6.03991046e-02 -2.17504503e-02
1.91644394e-02 8.57106443e-02]
[ 5.53910333e-02 1.87384831e-01 -3.03020605e-02 -8.70551044e-03
1.23099815e-01 2.21629175e-01 2.57732086e-01 1.10189422e-01
-9.27128324e-02 -2.31187348e-01]
[ 8.57515764e-02 -4.88548881e-02 2.37201035e-02 6.93626399e-02
1.76443592e-01 3.57190571e-02 1.62624932e-01 8.78093695e-02
1.33570837e-01 -2.09684139e-01]
[ 9.74514290e-02 -1.42292492e-01 1.77992673e-03 1.23893735e-02
2.67143965e-01 -3.14336370e-02 1.74431260e-01 4.52450851e-02
-2.72194287e-01 -7.43020280e-02]
[ -5.52340746e-02 -2.52289753e-01 4.82596171e-02 -4.64621742e-02
2.43856810e-01 -1.59305932e-01 2.45955485e-01 -8.54904528e-02
4.84887643e-02 2.47792034e-01]
[ -1.88620189e-01 -8.34390290e-02 1.05285383e-01 8.44780427e-02
4.88292415e-01 8.17861421e-02 8.06788741e-02 4.44390750e-02
9.32446528e-03 1.65448876e-02]
[ -6.09668289e-02 1.13900114e-01 3.20335179e-01 -4.96364424e-02
1.71188833e-02 -1.28613260e-01 2.41208119e-01 1.03788672e-02
-1.10530581e-01 1.83256614e-01]
[ -5.36454075e-02 -8.22212262e-04 -1.43865980e-01 1.28822967e-03
1.49526769e-01 -2.71419055e-01 -5.82754048e-02 1.69389615e-01
6.64840194e-02 -6.12697064e-03]
[ 7.33971959e-02 1.19440294e-01 1.42506185e-01 -1.47062346e-01
1.24097697e-01 8.03800463e-02 -1.11304355e-02 2.88951576e-01
3.28123978e-02 1.02539329e-01]
[ 2.34535643e-01 -8.66909194e-03 -1.43369267e-01 1.61751568e-01
-4.48250726e-01 -2.10224396e-01 -1.12339758e-01 1.86831736e-01
2.65899788e-01 -2.31450292e-01]
[ 3.80259860e-02 1.17877199e-01 2.46470027e-01 2.38308612e-01
-5.59499407e-03 -1.84908933e-01 -1.36669854e-01 -1.30036580e-01
-1.48255391e-01 -3.01295406e-01]
[ 5.22124859e-02 2.71005937e-02 -1.03001366e-01 -1.34584648e-02
1.18967895e-01 2.53245401e-02 -8.83031875e-02 -1.84426409e-01
6.58172079e-02 2.51609460e-01]
[ -1.15144137e-02 -8.58253308e-02 -7.13231051e-02 -6.74971968e-02
4.30584006e-02 -1.66601024e-01 1.24043953e-01 1.00760725e-02
2.53065084e-02 -7.74344314e-03]
[ 3.09825626e-03 -1.11718717e-02 2.33153024e-01 3.77496294e-02
-1.09098151e-01 -1.16837060e-01 1.98248967e-01 4.02822269e-02
-2.13878727e-01 7.48550731e-02]
[ 3.77562658e-02 -6.49844695e-02 9.26255855e-02 -4.09195137e-02
-8.68411504e-02 8.97640597e-02 1.70939036e-01 -2.71305296e-01
-5.39754089e-02 -1.36449093e-01]
[ -3.47015241e-02 1.39365760e-02 7.46354789e-02 -6.41592736e-02
7.57831081e-02 1.94736676e-01 1.69549243e-01 1.17530041e-01
-4.72673635e-02 1.46854599e-01]
[ 2.30000485e-01 7.41748054e-02 3.43705344e-02 9.41369410e-02
7.42326162e-03 -2.72588813e-02 -1.74772944e-01 1.47242409e-01
-4.43058406e-02 2.03113690e-04]
[ -3.59738854e-02 -2.30075895e-01 -2.24126623e-02 -7.02678481e-02
-5.75744164e-02 -7.44523593e-02 1.37075709e-02 4.34725547e-02
3.80071931e-02 8.17799430e-02]
[ -1.54141203e-01 1.41704610e-01 1.89524268e-02 1.46034367e-01
-2.93439112e-01 -1.92989859e-01 -2.04623550e-01 -6.60725353e-02
7.45724303e-02 5.11499104e-02]
[ 1.14593733e-02 1.48567483e-01 -2.75777323e-02 1.85024121e-01
-9.05135975e-02 2.76348797e-02 -2.40071099e-02 1.58689567e-01
1.60111873e-02 2.56217223e-01]
[ 1.89198157e-01 1.01679113e-01 2.05893013e-01 3.40294266e-02
-3.70964847e-02 1.33545929e-01 1.01788505e-02 1.67050257e-01
1.55464668e-01 -4.31046370e-02]
[ -1.06938077e-01 1.22637814e-01 2.24109891e-01 -3.44788778e-02
1.32050507e-01 1.54285413e-01 8.35562479e-03 -1.33651693e-02
-7.18689620e-02 -2.88234021e-03]
[ -1.03839257e-01 -2.52498340e-02 2.16873569e-02 8.00398565e-02
-9.72593994e-03 1.21957113e-01 2.78680161e-01 2.07002556e-02
-2.84924923e-01 -1.05460092e-01]
[ -1.75648071e-01 1.05774707e-01 -7.05408460e-02 -2.83648010e-01
-2.35078675e-02 9.22173899e-02 -3.22909117e-02 1.01741334e-01
-1.63216844e-01 9.98465998e-02]
[ 9.62786756e-02 -1.18965199e-01 -8.25202800e-02 -4.09798639e-02
-3.40472651e-02 -2.71725952e-02 -9.47023064e-02 1.50103670e-01
-7.42310013e-02 -8.04257787e-02]
[ 1.55116727e-01 -1.10530295e-01 -1.35915618e-01 2.18884544e-03
1.31258325e-01 -6.27035012e-02 -6.81439337e-02 -1.46919836e-01
1.34026146e-01 -8.74919629e-02]
[ -1.34596725e-01 1.54666693e-01 2.48075089e-01 -4.80078335e-02
2.18928951e-01 1.04370913e-01 -5.37881820e-03 -2.95644661e-01
-1.43283754e-01 -7.84283377e-02]
[ -3.31146820e-01 1.98923333e-01 2.12485629e-02 1.01105174e-03
-1.51145087e-02 -1.83438103e-01 -1.53800122e-01 2.33405873e-01
-7.80394401e-02 1.27000317e-01]
[ 1.40489354e-01 1.20593914e-01 -2.45385899e-01 -1.08422565e-01
1.10506851e-01 -2.81562561e-01 1.56552328e-03 -1.65776366e-01
-1.67325103e-02 -1.99166525e-01]
[ 2.16017062e-01 -1.03544945e-01 6.35805961e-02 -1.45255273e-02
-3.70870608e-02 -3.25377400e-02 -6.65032896e-02 -1.36654880e-01
1.13753858e-01 -1.62596378e-01]
[ -9.93303519e-02 1.23479818e-02 1.22717324e-01 1.19318235e-01
-6.67515574e-02 -1.12746194e-01 2.05081577e-01 -7.60621239e-02
1.89942337e-01 8.99663433e-03]
[ 2.16403566e-02 -8.79012798e-02 2.16354311e-01 -2.21033392e-01
6.08251702e-02 1.09780682e-01 -3.57422308e-02 -1.10588793e-01
3.25042877e-02 2.66275841e-01]]
[[ 0.24519184]
[ 0.78814636]
[ 0.18246263]
[ 0.28977001]
[-1.19959779]
[-0.21841386]
[-0.84285063]
[-0.05424878]
[ 0.1818728 ]
[ 0.4529405 ]]
Progress: 4.5% ... Training loss: 0.596 ... Validation loss: 0.974[[ 1.18364716e-01 2.41720018e-01 -1.39985136e-01 6.02956384e-02
-6.07194726e-01 -3.50835803e-02 -9.70060237e-02 1.33531161e-01
-1.34700940e-01 1.72352335e-01]
[ 2.13699919e-02 1.95464828e-01 -1.66431448e-02 4.72602385e-02
7.04799802e-02 -8.86646603e-03 2.76028678e-01 4.13886524e-02
1.44192661e-01 -1.78253988e-02]
[ 2.36714491e-01 4.95909477e-01 5.34420339e-02 2.09049142e-01
-2.83096558e-01 -1.01127471e-01 -6.98935983e-01 -3.42384493e-02
1.60245661e-01 4.69909411e-01]
[ -7.19669308e-02 -4.60146912e-01 -2.70248031e-01 -7.76878560e-02
4.50556576e-01 2.04891279e-01 3.43363351e-01 5.90580915e-02
-3.32511286e-02 -4.95994146e-02]
[ -2.96832258e-05 2.23251830e-01 -1.46840214e-01 5.05914596e-02
7.97078224e-02 -1.77458771e-01 -3.76638483e-02 -1.19242009e-01
-2.02273921e-01 7.26520048e-02]
[ -3.60630997e-01 -2.71413825e-01 -2.93531314e-01 1.18873428e-01
1.90424674e-01 6.86855512e-02 -3.22847363e-03 -3.14773455e-02
-3.04474832e-02 1.53342356e-02]
[ 4.69569336e-03 -8.41494443e-02 1.57813277e-02 1.16425893e-01
-2.27439187e-01 -7.89617736e-02 1.09764039e-01 -1.88349505e-01
1.89110568e-01 7.23274091e-02]
[ 1.31044955e-01 -1.09497733e-01 4.02315743e-02 -4.58051778e-02
5.76518297e-02 -5.37373641e-02 -8.94201483e-02 1.22904939e-01
7.68491776e-02 2.93019638e-02]
[ -1.52778365e-01 -6.24794704e-03 -3.00943529e-01 6.29059800e-03
-1.32968145e-01 6.60017788e-02 -3.02683735e-01 -2.36590438e-02
2.82178454e-01 -8.92888068e-02]
[ 3.38371777e-02 -1.85110302e-01 7.31158572e-02 -6.73170433e-03
1.25388978e-01 -7.86425558e-02 -3.27916688e-02 -9.11516137e-02
-4.58066931e-02 1.38473370e-01]
[ -6.83709944e-02 1.63088146e-01 3.44962692e-03 -1.48147470e-01
-6.04565115e-02 2.45599269e-02 2.17312876e-02 -1.00203424e-01
-1.52035791e-02 -1.06503851e-01]
[ -5.07740226e-02 1.43866100e-01 -4.30869865e-02 6.55325257e-02
9.41368680e-02 6.97168538e-02 -1.83393830e-01 -1.53629943e-02
-1.09751745e-01 -1.14719718e-01]
[ -1.55517551e-01 7.46252512e-03 6.26834706e-02 2.38978096e-02
-1.77628790e-01 -2.20539039e-01 -1.82192829e-01 -1.96914999e-01
8.88733526e-02 1.76561354e-01]
[ -2.05417690e-01 -9.23836862e-02 1.23473334e-01 2.78271658e-01
-1.64901928e-01 -8.46536404e-02 -1.62178233e-01 -2.54089242e-01
-2.01989295e-01 2.28352861e-02]
[ 1.07539102e-01 -4.10276411e-02 -2.31069577e-02 9.85250146e-02
1.85446748e-02 -7.19634205e-02 1.07711030e-01 5.72942932e-03
1.54001495e-02 7.45334413e-03]
[ 1.29389292e-02 -8.27795420e-02 -2.22561966e-01 1.14735694e-01
2.02658761e-02 1.07400899e-01 -3.44722851e-02 -1.72426728e-02
-1.22403208e-01 -3.72004002e-02]
[ -1.28367324e-01 -4.89952166e-02 -2.06778176e-01 1.48896591e-01
-4.84123688e-02 1.37324500e-01 1.19298130e-02 -2.50391331e-01
5.86420579e-02 -2.06256011e-01]
[ -7.58460698e-02 -3.79302451e-02 2.74319334e-01 9.48136677e-02
1.10785806e-01 -5.88034849e-02 -1.35920872e-01 1.22397336e-01
6.39940238e-02 3.29660151e-02]
[ 8.39338682e-02 1.07677137e-01 1.05441697e-01 1.35858003e-01
-1.11805221e-01 -4.65346187e-02 1.38768857e-01 1.16523018e-01
-6.13276198e-03 -2.96497120e-03]
[ 1.97712178e-02 -9.62092957e-02 -2.81800022e-01 -2.78113107e-02
1.66373169e-01 -1.03103681e-01 1.16378497e-01 1.62366619e-01
1.18965616e-01 -2.64308144e-03]
[ 5.46231281e-02 5.01934501e-02 -1.18917326e-01 4.31903783e-02
-1.17972580e-01 3.26227366e-01 2.12345044e-01 2.05785200e-01
-1.69042005e-01 -4.28701844e-02]
[ 1.16764282e-03 -3.19296084e-02 1.16136976e-01 1.00423151e-01
-6.39227185e-03 1.16809939e-01 -2.12141148e-01 -3.60066326e-02
2.02606278e-01 8.16345698e-02]
[ 1.01184147e-01 6.79564426e-02 -5.39367118e-02 -1.13821143e-01
-9.22007037e-02 -3.24550134e-01 1.14861126e-01 9.76454613e-03
1.35743847e-01 8.07292221e-02]
[ -9.93030163e-02 1.93195074e-02 -1.58774018e-02 2.13342988e-02
1.97829548e-02 -2.00684712e-01 -8.63384786e-02 -1.89096412e-02
1.36251343e-02 1.27861684e-01]
[ -1.29945965e-01 -1.13898194e-02 -1.90749158e-01 1.59440381e-02
-3.09218503e-01 -1.02689718e-02 -6.04248375e-02 -2.17621487e-02
1.92044447e-02 8.57584363e-02]
[ 5.52844996e-02 1.86975649e-01 -3.03894032e-02 -8.84876917e-03
1.23693670e-01 2.21732674e-01 2.58131433e-01 1.10215038e-01
-9.28027806e-02 -2.31383202e-01]
[ 8.53912656e-02 -5.00050989e-02 2.34464855e-02 6.89257383e-02
1.78233652e-01 3.60476425e-02 1.63824536e-01 8.78883942e-02
1.33303204e-01 -2.10349325e-01]
[ 9.74484243e-02 -1.42299397e-01 1.77767279e-03 1.23858410e-02
2.67157182e-01 -3.14311003e-02 1.74438654e-01 4.52457351e-02
-2.72196576e-01 -7.43074141e-02]
[ -5.56975998e-02 -2.53719713e-01 4.79154698e-02 -4.70312231e-02
2.46214774e-01 -1.58873924e-01 2.47532616e-01 -8.53835188e-02
4.81469342e-02 2.46949954e-01]
[ -1.88867643e-01 -8.42113287e-02 1.05091966e-01 8.41700808e-02
4.89434158e-01 8.20177756e-02 8.15075833e-02 4.44961289e-02
9.13711497e-03 1.60738940e-02]
[ -6.10976066e-02 1.13512180e-01 3.20237314e-01 -4.97898964e-02
1.77425884e-02 -1.28494380e-01 2.41622538e-01 1.04079552e-02
-1.10629183e-01 1.83034378e-01]
[ -5.37203372e-02 -1.06375077e-03 -1.43920954e-01 1.19627536e-03
1.49903997e-01 -2.71350561e-01 -5.80158432e-02 1.69406511e-01
6.64278988e-02 -6.26615420e-03]
[ 7.37637945e-02 1.20695774e-01 1.42795733e-01 -1.46599888e-01
1.22178943e-01 8.00438814e-02 -1.24718799e-02 2.88873035e-01
3.31045681e-02 1.03227917e-01]
[ 2.35408629e-01 -5.98691579e-03 -1.42758232e-01 1.62856016e-01
-4.51916175e-01 -2.11062409e-01 -1.15421118e-01 1.86639804e-01
2.66592854e-01 -2.29800028e-01]
[ 3.84286545e-02 1.18903797e-01 2.46820860e-01 2.38858460e-01
-7.70821559e-03 -1.85324635e-01 -1.37937486e-01 -1.30139489e-01
-1.47917164e-01 -3.00544780e-01]
[ 5.19072313e-02 2.62581735e-02 -1.03251135e-01 -1.38493673e-02
1.20263648e-01 2.56026188e-02 -8.75443444e-02 -1.84351959e-01
6.55683622e-02 2.51119972e-01]
[ -1.14139116e-02 -8.54661800e-02 -7.12633312e-02 -6.73740140e-02
4.24740068e-02 -1.66695941e-01 1.23625552e-01 1.00534779e-02
2.53820400e-02 -7.52891005e-03]
[ 3.08820240e-03 -1.11913232e-02 2.33148748e-01 3.77299614e-02
-1.09113598e-01 -1.16826344e-01 1.98267147e-01 4.02847411e-02
-2.13888589e-01 7.48416316e-02]
[ 3.76887302e-02 -6.52117339e-02 9.26045151e-02 -4.09785725e-02
-8.61528148e-02 8.98198467e-02 1.71147279e-01 -2.71292644e-01
-5.40036702e-02 -1.36525450e-01]
[ -3.49012979e-02 1.34898289e-02 7.44890849e-02 -6.43940715e-02
7.65461212e-02 1.94908963e-01 1.70115629e-01 1.17574197e-01
-4.74100289e-02 1.46509036e-01]
[ 2.29607204e-01 7.30333280e-02 3.40695433e-02 9.36683366e-02
9.31788342e-03 -2.69054837e-02 -1.73592359e-01 1.47328586e-01
-4.45985643e-02 -5.01848422e-04]
[ -3.57499261e-02 -2.29464024e-01 -2.22161011e-02 -6.99451719e-02
-5.86467032e-02 -7.46842181e-02 1.30416250e-02 4.34117296e-02
3.81979209e-02 8.22162478e-02]
[ -1.52963360e-01 1.44676935e-01 1.98892135e-02 1.47470500e-01
-2.98091826e-01 -1.94013137e-01 -2.07239628e-01 -6.63497671e-02
7.54950481e-02 5.31596897e-02]
[ 1.16424475e-02 1.49014453e-01 -2.74143891e-02 1.85243942e-01
-9.11072942e-02 2.74548080e-02 -2.45925229e-02 1.58646166e-01
1.61663155e-02 2.56493415e-01]
[ 1.89160758e-01 1.01481692e-01 2.05865069e-01 3.39752181e-02
-3.67418869e-02 1.33586845e-01 1.03219284e-02 1.67059857e-01
1.55448051e-01 -4.31716784e-02]
[ -1.06908388e-01 1.22695471e-01 2.24142413e-01 -3.44338038e-02
1.31891475e-01 1.54253588e-01 8.28441465e-03 -1.33730322e-02
-7.18434715e-02 -2.83744722e-03]
[ -1.03680164e-01 -2.47624361e-02 2.18133036e-02 8.02470125e-02
-1.06130217e-02 1.21806916e-01 2.78190188e-01 2.06622867e-02
-2.84802694e-01 -1.05160364e-01]
[ -1.75763850e-01 1.05494613e-01 -7.06313035e-02 -2.83785808e-01
-2.30631177e-02 9.23142617e-02 -3.19490262e-02 1.01766630e-01
-1.63311987e-01 9.96621470e-02]
[ 9.60041645e-02 -1.19727680e-01 -8.27271488e-02 -4.12955317e-02
-3.30863714e-02 -2.69467580e-02 -9.38818306e-02 1.50164824e-01
-7.44332127e-02 -8.09258813e-02]
[ 1.55386426e-01 -1.09831573e-01 -1.35687151e-01 2.52261539e-03
1.30480274e-01 -6.29659752e-02 -6.89530703e-02 -1.46980962e-01
1.34268222e-01 -8.70357481e-02]
[ -1.34699500e-01 1.54719229e-01 2.48045628e-01 -4.80389304e-02
2.19060583e-01 1.04392342e-01 -5.39890452e-03 -2.95635927e-01
-1.43326803e-01 -7.84537730e-02]
[ -3.31467779e-01 1.98274317e-01 2.10110039e-02 6.84526660e-04
-1.41436477e-02 -1.83204206e-01 -1.53181493e-01 2.33476227e-01
-7.82431382e-02 1.26569771e-01]
[ 1.41324572e-01 1.22641588e-01 -2.44764335e-01 -1.07429840e-01
1.07105811e-01 -2.82273927e-01 -2.64537473e-04 -1.65962183e-01
-1.60837045e-02 -1.97780807e-01]
[ 2.15875179e-01 -1.04019825e-01 6.35122507e-02 -1.46370742e-02
-3.58601778e-02 -3.24453333e-02 -6.59071537e-02 -1.36632926e-01
1.13681093e-01 -1.62796757e-01]
[ -9.90182461e-02 1.27240418e-02 1.23015486e-01 1.19732154e-01
-6.79869673e-02 -1.13054577e-01 2.04173231e-01 -7.61419165e-02
1.90219304e-01 9.47425543e-03]
[ 2.15152423e-02 -8.83681382e-02 2.16206444e-01 -2.21220659e-01
6.15479572e-02 1.09932673e-01 -3.52029786e-02 -1.10555104e-01
3.23910399e-02 2.66061227e-01]]
[[ 0.25164159]
[ 0.79295816]
[ 0.18482187]
[ 0.29805232]
[-1.19585863]
[-0.20978655]
[-0.83300406]
[-0.04510174]
[ 0.18975598]
[ 0.45758888]]
Progress: 4.5% ... Training loss: 0.598 ... Validation loss: 0.954[[ 0.12056802 0.24838205 -0.13840028 0.06304088 -0.61666693 -0.03704442
-0.10309677 0.13313036 -0.1329979 0.17607562]
[ 0.02139963 0.19557875 -0.01661376 0.04730884 0.07027178 -0.00890271
0.27593575 0.0413814 0.14422466 -0.01777082]
[ 0.23578091 0.49297574 0.05281811 0.20781842 -0.27733857 -0.10038408
-0.69595349 -0.03404798 0.1594737 0.46831989]
[-0.07085076 -0.45764818 -0.26942799 -0.07635543 0.44630746 0.20413252
0.34034816 0.05885612 -0.03246547 -0.04771593]
[-0.00118447 0.22091032 -0.14776765 0.04917364 0.08423654 -0.1766425
-0.03457619 -0.11900692 -0.20320307 0.07046557]
[-0.35995331 -0.2693782 -0.2930489 0.11976252 0.18714669 0.06808038
-0.00510554 -0.03161051 -0.02989593 0.01650263]
[ 0.00397669 -0.08615161 0.01527489 0.11557842 -0.22394303 -0.0784182
0.1120835 -0.18821239 0.18856877 0.07113028]
[ 0.13160739 -0.1080112 0.04063684 -0.04512594 0.05553262 -0.05424634
-0.09087645 0.12280936 0.07728862 0.03020368]
[-0.15215482 -0.00432787 -0.30051372 0.00702649 -0.13548188 0.0654561
-0.30455152 -0.02376518 0.28260057 -0.08825691]
[ 0.03368593 -0.18554219 0.07304622 -0.00687441 0.12637003 -0.07865913
-0.03170569 -0.09112615 -0.04591606 0.13819944]
[-0.06697778 0.16746022 0.00438899 -0.14643627 -0.06646976 0.02336996
0.0172765 -0.10044293 -0.01415625 -0.10412399]
[-0.05087132 0.14336599 -0.04314566 0.06542077 0.09475429 0.06980715
-0.18290672 -0.01534671 -0.1098184 -0.11492076]
[-0.15551755 0.00746253 0.06268347 0.02389781 -0.17762879 -0.22053904
-0.18219283 -0.196915 0.08887335 0.17656135]
[-0.20542635 -0.0923767 0.12347853 0.27829013 -0.16489806 -0.08466278
-0.16212132 -0.25409311 -0.20197716 0.02285036]
[ 0.10822596 -0.03899861 -0.02263469 0.09939221 0.01526823 -0.07255964
0.10575334 0.00560013 0.01594656 0.00861651]
[ 0.01256701 -0.08394351 -0.22283414 0.11429917 0.02188373 0.10768092
-0.03324231 -0.01717505 -0.12268514 -0.03788053]
[-0.12830929 -0.04868103 -0.20672126 0.14899066 -0.04896973 0.13725005
0.01181175 -0.25039975 0.0586929 -0.20616101]
[-0.07639143 -0.03948702 0.27393908 0.09417324 0.11333021 -0.05836454
-0.13426212 0.12249533 0.06359319 0.032048 ]
[ 0.08383899 0.1075207 0.10535338 0.13571077 -0.1108933 -0.04644604
0.13907965 0.11654783 -0.00623754 -0.00307853]
[ 0.01939807 -0.09723822 -0.2820965 -0.02828655 0.16808759 -0.10278316
0.11731334 0.16244256 0.11866824 -0.00323622]
[ 0.05559666 0.05260838 -0.11819576 0.04435102 -0.12181987 0.32540749
0.20968195 0.20560901 -0.16829115 -0.04130181]
[ 0.00190933 -0.02971872 0.11671824 0.1013723 -0.00977999 0.11613935
-0.21400313 -0.03614834 0.2031505 0.08292145]
[ 0.10136877 0.06862081 -0.0538398 -0.11360891 -0.092832 -0.32472465
0.11406921 0.00973674 0.13587515 0.08104782]
[-0.09929095 0.01937177 -0.01587222 0.02134835 0.01961575 -0.2006968
-0.08643824 -0.01891044 0.01364402 0.1278634 ]
[-0.13006413 -0.0117363 -0.19084019 0.01578438 -0.30855843 -0.01015641
-0.06000532 -0.02173819 0.01910604 0.08551937]
[ 0.05502174 0.18616182 -0.0305757 -0.00915718 0.12494349 0.22195214
0.25900074 0.11025931 -0.0929966 -0.23183285]
[ 0.0850306 -0.05120791 0.0231626 0.06846449 0.18000488 0.03636865
0.16506387 0.08795878 0.13302502 -0.21105813]
[ 0.09697139 -0.14370996 0.0014325 0.01180856 0.26941166 -0.0310292
0.17601695 0.0453333 -0.27255387 -0.07518717]
[-0.05611961 -0.25499459 0.04761069 -0.04753909 0.24807539 -0.15854067
0.24892479 -0.08530633 0.04783838 0.24617106]
[-0.18910392 -0.08489509 0.10491877 0.08388336 0.49051474 0.08221276
0.08228514 0.04453967 0.00895704 0.01565049]
[-0.06141593 0.11246672 0.32000391 -0.05018687 0.01932537 -0.12821564
0.24269924 0.01046774 -0.11088079 0.18246089]
[-0.05402168 -0.00203 -0.14413112 0.00084945 0.15124116 -0.27111162
-0.05700893 0.16945858 0.0662102 -0.00678612]
[ 0.0742621 0.12223431 0.14317277 -0.14598531 0.11984041 0.07961949
-0.01407643 0.28878722 0.03348367 0.10412584]
[ 0.23694257 -0.00142191 -0.14173218 0.16466454 -0.45827237 -0.21231112
-0.12016524 0.18637146 0.26768432 -0.22713143]
[ 0.03867559 0.11973331 0.24699653 0.23914545 -0.00882806 -0.18552328
-0.13876359 -0.13017764 -0.14774341 -0.30012021]
[ 0.05216066 0.02705678 -0.10306021 -0.01353712 0.11908097 0.02538371
-0.08824495 -0.18439721 0.0657587 0.25152639]
[-0.01133687 -0.08522556 -0.07121433 -0.06728191 0.04210338 -0.1667584
0.12340164 0.01003971 0.02543853 -0.00739561]
[ 0.00300253 -0.0114645 0.23307186 0.03761379 -0.10872371 -0.11675298
0.19850347 0.04030375 -0.21396698 0.07469548]
[ 0.0379137 -0.06453414 0.09276568 -0.04070994 -0.08721648 0.08963639
0.17047282 -0.27133129 -0.05383527 -0.13614014]
[-0.03475903 0.01383407 0.07460088 -0.06422009 0.07592525 0.19479714
0.16976913 0.11754941 -0.04729441 0.1467788 ]
[ 0.2291738 0.07193426 0.03374493 0.0931552 0.01136864 -0.02658962
-0.17244418 0.14740806 -0.04492656 -0.00125619]
[-0.03561022 -0.22901237 -0.02211016 -0.06977726 -0.05919733 -0.07480381
0.01258913 0.04338808 0.03830368 0.08248315]
[-0.15262228 0.1453573 0.02016532 0.14790879 -0.29939409 -0.19434416
-0.20798953 -0.06642058 0.07580259 0.05369513]
[ 0.01200734 0.15011962 -0.02714252 0.18569487 -0.09294076 0.02715024
-0.02596509 0.15858064 0.01644434 0.2571875 ]
[ 0.18990968 0.10387911 0.20646291 0.03495324 -0.04016425 0.13288738
0.00817588 0.16691057 0.15605728 -0.04179398]
[-0.10697935 0.12271518 0.22408692 -0.03451154 0.13207161 0.15429966
0.00844816 -0.01335962 -0.07189782 -0.00293794]
[-0.10346595 -0.02414338 0.02196916 0.08050524 -0.01155322 0.1216336
0.27753596 0.0206229 -0.2846458 -0.10477341]
[-0.17582861 0.10528442 -0.07067982 -0.28386447 -0.02275137 0.09236966
-0.03174595 0.10177842 -0.16336137 0.09955263]
[ 0.09539634 -0.1215751 -0.08317293 -0.04201819 -0.03046901 -0.02646565
-0.09195965 0.150272 -0.07489718 -0.0820235 ]
[ 0.15527367 -0.11015679 -0.13577301 0.00239055 0.13098256 -0.06288841
-0.06855354 -0.14695679 0.13417526 -0.08728767]
[-0.13370728 0.1572083 0.24879867 -0.04683066 0.21492413 0.10354407
-0.00806808 -0.29582036 -0.14255108 -0.07685906]
[-0.33068248 0.20081166 0.02157548 0.00165193 -0.01720143 -0.18390464
-0.1558295 0.23334263 -0.07765113 0.12808351]
[ 0.14168937 0.12378293 -0.24449959 -0.10694834 0.10542508 -0.28265356
-0.00095583 -0.16603709 -0.01577766 -0.19726242]
[ 0.21549947 -0.10522577 0.06321487 -0.01512856 -0.03383718 -0.03209295
-0.06465159 -0.13655693 0.11333908 -0.16349417]
[-0.09970965 0.01112729 0.12249678 0.11892476 -0.06530525 -0.11251426
0.20599489 -0.07601411 0.18971411 0.00835739]
[ 0.02169747 -0.08796791 0.21633717 -0.22099017 0.06080114 0.1097745
-0.03555296 -0.1105879 0.03252875 0.26640548]]
[[ 0.26029421]
[ 0.80359319]
[ 0.19146274]
[ 0.30684438]
[-1.19253382]
[-0.19673221]
[-0.82268825]
[-0.0323224 ]
[ 0.1997682 ]
[ 0.46505843]]
Progress: 4.5% ... Training loss: 0.605 ... Validation loss: 0.933[[ 1.21949752e-01 2.51650818e-01 -1.37393318e-01 6.46033484e-02
-6.20246578e-01 -3.80036421e-02 -1.05685568e-01 1.32951817e-01
-1.31895109e-01 1.78049695e-01]
[ 2.13013382e-02 1.95236292e-01 -1.66948955e-02 4.71855330e-02
7.07775097e-02 -8.81982386e-03 2.76249189e-01 4.13938923e-02
1.44155130e-01 -1.79660242e-02]
[ 2.36822597e-01 4.95575075e-01 5.36042170e-02 2.08871106e-01
-2.79934978e-01 -1.01086179e-01 -6.97628786e-01 -3.41729945e-02
1.60180029e-01 4.69473934e-01]
[ -7.05397947e-02 -4.57694289e-01 -2.69276165e-01 -7.59649195e-02
4.44561519e-01 2.03918979e-01 3.39604593e-01 5.88291841e-02
-3.22724474e-02 -4.71547690e-02]
[ -3.29853068e-04 2.24556576e-01 -1.47035854e-01 5.03138369e-02
8.01622369e-02 -1.77329272e-01 -3.79315600e-02 -1.19144632e-01
-2.02385061e-01 7.23549108e-02]
[ -3.60089525e-01 -2.69994465e-01 -2.93189794e-01 1.19634075e-01
1.87949732e-01 6.81316110e-02 -4.42467851e-03 -3.16013581e-02
-2.99470995e-02 1.62178225e-02]
[ 3.98883645e-03 -8.54427173e-02 1.53648601e-02 1.15628752e-01
-2.23604160e-01 -7.83663711e-02 1.11777517e-01 -1.88232353e-01
1.88628121e-01 7.12559775e-02]
[ 1.30922619e-01 -1.10605715e-01 4.00737793e-02 -4.60611266e-02
5.94187218e-02 -5.37026467e-02 -8.80252069e-02 1.22901680e-01
7.67146483e-02 2.87142437e-02]
[ -1.51876467e-01 -3.85057367e-03 -3.00275995e-01 7.32370570e-03
-1.35672450e-01 6.52603328e-02 -3.04666336e-01 -2.38003674e-02
2.82803072e-01 -8.79893393e-02]
[ 3.35837544e-02 -1.85994592e-01 7.29883910e-02 -7.11028204e-03
1.28698185e-01 -7.85015024e-02 -3.01297368e-02 -9.11200372e-02
-4.59761455e-02 1.37638685e-01]
[ -6.71289703e-02 1.66831667e-01 4.25719639e-03 -1.46601059e-01
-6.52061995e-02 2.34624256e-02 1.78561883e-02 -1.00435108e-01
-1.42570800e-02 -1.04453209e-01]
[ -5.11484470e-02 1.42422348e-01 -4.33322980e-02 6.51053573e-02
9.60000201e-02 7.00080354e-02 -1.81951049e-01 -1.53143298e-02
-1.10020766e-01 -1.15411771e-01]
[ -1.55517551e-01 7.46252512e-03 6.26834706e-02 2.38978096e-02
-1.77628790e-01 -2.20539039e-01 -1.82192829e-01 -1.96914999e-01
8.88733526e-02 1.76561354e-01]
[ -2.05521506e-01 -9.26480527e-02 1.23417049e-01 2.78205085e-01
-1.64529928e-01 -8.46065184e-02 -1.61860867e-01 -2.54085161e-01
-2.02031189e-01 2.27074427e-02]
[ 1.07964166e-01 -3.99184802e-02 -2.28244525e-02 9.90888228e-02
1.66237781e-02 -7.23844350e-02 1.06636034e-01 5.63029687e-03
1.57702970e-02 8.19431475e-03]
[ 1.31535702e-02 -8.22325774e-02 -2.22464969e-01 1.15002474e-01
1.96057733e-02 1.07258955e-01 -3.49242367e-02 -1.72502033e-02
-1.22213593e-01 -3.69202280e-02]
[ -1.28912911e-01 -4.99560608e-02 -2.07122914e-01 1.48305295e-01
-4.65920924e-02 1.37679444e-01 1.34195747e-02 -2.50339788e-01
5.82532158e-02 -2.07136797e-01]
[ -7.62934074e-02 -3.91563517e-02 2.74043569e-01 9.42846224e-02
1.13223701e-01 -5.83916281e-02 -1.34517639e-01 1.22481068e-01
6.36899494e-02 3.22202906e-02]
[ 8.38809933e-02 1.07903190e-01 1.05394553e-01 1.35762877e-01
-1.11067646e-01 -4.64993079e-02 1.38836877e-01 1.16543717e-01
-6.21900420e-03 -3.01034496e-03]
[ 1.94876556e-02 -9.72562523e-02 -2.82025765e-01 -2.81973211e-02
1.67846377e-01 -1.02826975e-01 1.17305873e-01 1.62430088e-01
1.18739307e-01 -3.15299850e-03]
[ 5.53029017e-02 5.12025126e-02 -1.18455746e-01 4.39125729e-02
-1.19577635e-01 3.25655081e-01 2.11075891e-01 2.05651823e-01
-1.68556174e-01 -4.20203568e-02]
[ 1.85353999e-03 -3.00785470e-02 1.16662652e-01 1.01247972e-01
-9.30913583e-03 1.16200530e-01 -2.13310806e-01 -3.61391884e-02
2.03104536e-01 8.26582294e-02]
[ 1.01470530e-01 6.88277857e-02 -5.37271761e-02 -1.13474227e-01
-9.26571772e-02 -3.24806440e-01 1.14095374e-01 9.72159737e-03
1.35943017e-01 8.11554689e-02]
[ -9.93819781e-02 1.91188197e-02 -1.59411992e-02 2.12370789e-02
2.00375622e-02 -2.00625349e-01 -8.61607200e-02 -1.88986106e-02
1.35733791e-02 1.27703069e-01]
[ -1.30111407e-01 -1.18890254e-02 -1.90877186e-01 1.57254533e-02
-3.08332002e-01 -1.01185833e-02 -5.98472267e-02 -2.17326036e-02
1.90685665e-02 8.54297214e-02]
[ 5.45169996e-02 1.84789247e-01 -3.09446411e-02 -9.75898427e-03
1.26939336e-01 2.22331416e-01 2.60478542e-01 1.10322034e-01
-9.33926990e-02 -2.32713588e-01]
[ 8.43922481e-02 -5.31219120e-02 2.26776546e-02 6.76796880e-02
1.82892117e-01 3.68564422e-02 1.67077181e-01 8.80379593e-02
1.32534515e-01 -2.12225063e-01]
[ 9.64575488e-02 -1.45167726e-01 1.05017343e-03 1.11853757e-02
2.71818060e-01 -3.06511554e-02 1.77579002e-01 4.53977861e-02
-2.72940783e-01 -7.60895065e-02]
[ -5.64156013e-02 -2.55850906e-01 4.73938878e-02 -4.78975552e-02
2.49445892e-01 -1.58310808e-01 2.49818905e-01 -8.52690789e-02
4.76063756e-02 2.45705689e-01]
[ -1.89866143e-01 -8.71067522e-02 1.04361217e-01 8.29678754e-02
4.93912841e-01 8.27839952e-02 8.46904778e-02 4.46344186e-02
8.36657369e-03 1.42751171e-02]
[ -6.14355885e-02 1.12422912e-01 3.19989602e-01 -5.02098760e-02
1.94052521e-02 -1.28200790e-01 2.42735025e-01 1.04701541e-02
-1.10895952e-01 1.82428483e-01]
[ -5.43320832e-02 -2.98954145e-03 -1.44354895e-01 4.75822953e-04
1.52647736e-01 -2.70883613e-01 -5.60477679e-02 1.69496051e-01
6.59755352e-02 -7.32549199e-03]
[ 7.44078195e-02 1.22536015e-01 1.43269320e-01 -1.45839468e-01
1.19409063e-01 7.95302027e-02 -1.44851576e-02 2.88771813e-01
3.35815595e-02 1.04339089e-01]
[ 2.38283128e-01 2.55152543e-03 -1.40783508e-01 1.66273868e-01
-4.63809914e-01 -2.13277428e-01 -1.24156785e-01 1.86198089e-01
2.68758506e-01 -2.24695472e-01]
[ 3.86979374e-02 1.19902764e-01 2.47026908e-01 2.39220363e-01
-9.03152329e-03 -1.85587727e-01 -1.38931243e-01 -1.30185916e-01
-1.47718606e-01 -3.00065644e-01]
[ 5.20225576e-02 2.66406997e-02 -1.03180749e-01 -1.37284103e-02
1.19759376e-01 2.55054674e-02 -8.79023189e-02 -1.84376894e-01
6.56364040e-02 2.51279133e-01]
[ -1.14103416e-02 -8.54298296e-02 -7.12672463e-02 -6.73707727e-02
4.23970435e-02 -1.66701013e-01 1.23646074e-01 1.00491984e-02
2.53838254e-02 -7.53370694e-03]
[ 2.94232627e-03 -1.15642448e-02 2.33046089e-01 3.75553200e-02
-1.08542326e-01 -1.16722183e-01 1.98725044e-01 4.03095957e-02
-2.14009693e-01 7.45661233e-02]
[ 3.77656464e-02 -6.48678384e-02 9.26543834e-02 -4.08851017e-02
-8.66833988e-02 8.97370098e-02 1.70861531e-01 -2.71312765e-01
-5.39491858e-02 -1.36381566e-01]
[ -3.52772212e-02 1.26928079e-02 7.42164376e-02 -6.48285483e-02
7.78648725e-02 1.95182325e-01 1.71071324e-01 1.17607530e-01
-4.76973353e-02 1.45898799e-01]
[ 2.29347538e-01 7.23412128e-02 3.38898379e-02 9.33554501e-02
1.07632883e-02 -2.67189810e-02 -1.72829341e-01 1.47386098e-01
-4.47737246e-02 -9.46790877e-04]
[ -3.50650601e-02 -2.27646303e-01 -2.17063155e-02 -6.91296688e-02
-6.10038756e-02 -7.52018852e-02 1.12759503e-02 4.33190388e-02
3.87247950e-02 8.33242813e-02]
[ -1.51836811e-01 1.47359205e-01 2.07494093e-02 1.48819051e-01
-3.02101981e-01 -1.94908878e-01 -2.09978899e-01 -6.65158619e-02
7.64121731e-02 5.49419243e-02]
[ 1.28454280e-02 1.52144322e-01 -2.64924557e-02 1.86673721e-01
-9.56695312e-02 2.65203939e-02 -2.76008575e-02 1.58472179e-01
1.70852847e-02 2.58383551e-01]
[ 1.90065082e-01 1.04348643e-01 2.06582969e-01 3.51375034e-02
-4.06365014e-02 1.32765480e-01 7.66222081e-03 1.66890412e-01
1.56177718e-01 -4.14888526e-02]
[ -1.06795582e-01 1.23249405e-01 2.24221594e-01 -3.42931155e-02
1.31242925e-01 1.54159371e-01 7.92067590e-03 -1.33830219e-02
-7.17566876e-02 -2.64776350e-03]
[ -1.03774727e-01 -2.51231493e-02 2.17330813e-02 8.01321678e-02
-1.00544718e-02 1.21878391e-01 2.78453566e-01 2.06611125e-02
-2.84878650e-01 -1.05301399e-01]
[ -1.76040033e-01 1.04684479e-01 -7.08358598e-02 -2.84119067e-01
-2.20708985e-02 9.25329669e-02 -3.11094175e-02 1.01804488e-01
-1.63527482e-01 9.91852968e-02]
[ 9.51790309e-02 -1.22257245e-01 -8.33267078e-02 -4.22737094e-02
-2.96596341e-02 -2.63033362e-02 -9.13190302e-02 1.50298821e-01
-7.50620494e-02 -8.24029419e-02]
[ 1.54460348e-01 -1.12685917e-01 -1.36337239e-01 1.41022743e-03
1.34789208e-01 -6.22752937e-02 -6.58909453e-02 -1.46858576e-01
1.33574722e-01 -8.87295045e-02]
[ -1.33679360e-01 1.57465374e-01 2.48834606e-01 -4.67893489e-02
2.14692278e-01 1.03525769e-01 -8.06737708e-03 -2.95833039e-01
-1.42523748e-01 -7.68965042e-02]
[ -3.29923100e-01 2.02477823e-01 2.21664030e-02 2.53868922e-03
-1.96038797e-02 -1.84496437e-01 -1.57295466e-01 2.33247553e-01
-7.70633007e-02 1.29152560e-01]
[ 1.41522991e-01 1.23459141e-01 -2.44644057e-01 -1.07186324e-01
1.06585036e-01 -2.82459460e-01 -5.07646276e-04 -1.66014414e-01
-1.59180995e-02 -1.97600377e-01]
[ 2.15529505e-01 -1.04951560e-01 6.32410008e-02 -1.51234439e-02
-3.30821655e-02 -3.20821496e-02 -6.47085849e-02 -1.36562313e-01
1.13357064e-01 -1.63436077e-01]
[ -9.94779990e-02 1.15136890e-02 1.22609784e-01 1.19192815e-01
-6.62352249e-02 -1.12688662e-01 2.05610057e-01 -7.60444683e-02
1.89903548e-01 8.69121681e-03]
[ 2.10976854e-02 -8.97234313e-02 2.15903621e-01 -2.21689157e-01
6.34812500e-02 1.10191964e-01 -3.36453299e-02 -1.10518980e-01
3.20838522e-02 2.65380756e-01]]
[[ 0.25745836]
[ 0.8057048 ]
[ 0.1855403 ]
[ 0.30630003]
[-1.20688741]
[-0.2049849 ]
[-0.83293872]
[-0.03394153]
[ 0.1971105 ]
[ 0.46456917]]
Progress: 4.6% ... Training loss: 0.598 ... Validation loss: 0.936[[ 1.23360377e-01 2.54474332e-01 -1.36309933e-01 6.62476279e-02
-6.22217254e-01 -3.90944805e-02 -1.08472858e-01 1.32758194e-01
-1.30760279e-01 1.80500211e-01]
[ 2.12463736e-02 1.95012652e-01 -1.67277451e-02 4.71211393e-02
7.10230053e-02 -8.77793192e-03 2.76477942e-01 4.14004980e-02
1.44114743e-01 -1.80692546e-02]
[ 2.37037072e-01 4.94829925e-01 5.37468578e-02 2.08983452e-01
-2.77736256e-01 -1.01216855e-01 -6.97461021e-01 -3.41870061e-02
1.60398516e-01 4.69792239e-01]
[ -7.23302403e-02 -4.62454553e-01 -2.70413907e-01 -7.79799239e-02
4.48443790e-01 2.05255398e-01 3.44206745e-01 5.90569869e-02
-3.35675465e-02 -4.99403510e-02]
[ -5.09608315e-04 2.23663091e-01 -1.47124364e-01 5.02524826e-02
8.09256742e-02 -1.77131558e-01 -3.80359679e-02 -1.19138119e-01
-2.02420062e-01 7.20284524e-02]
[ -3.60820523e-01 -2.72026868e-01 -2.93722021e-01 1.18770839e-01
1.91195440e-01 6.87089523e-02 -2.28139324e-03 -3.15026267e-02
-3.05009814e-02 1.48466879e-02]
[ 3.85984437e-03 -8.65974498e-02 1.53035599e-02 1.15372978e-01
-2.20149758e-01 -7.81635403e-02 1.12972677e-01 -1.88213515e-01
1.88525118e-01 7.08684767e-02]
[ 1.30355597e-01 -1.12219577e-01 3.96607234e-02 -4.67473337e-02
6.27649097e-02 -5.33001462e-02 -8.64771905e-02 1.22975054e-01
7.63391174e-02 2.78659665e-02]
[ -1.51931371e-01 -4.17310299e-03 -3.00337077e-01 7.23962135e-03
-1.34476594e-01 6.53148008e-02 -3.03995022e-01 -2.37907744e-02
2.82735581e-01 -8.81798959e-02]
[ 3.27580158e-02 -1.88637573e-01 7.23739749e-02 -8.19887641e-03
1.35882974e-01 -7.77986756e-02 -2.68084251e-02 -9.10111443e-02
-4.66185995e-02 1.36075713e-01]
[ -6.71675188e-02 1.65908647e-01 4.23116220e-03 -1.46685059e-01
-6.36906273e-02 2.35245955e-02 1.84732727e-02 -1.00424551e-01
-1.42428474e-02 -1.04561182e-01]
[ -5.17660763e-02 1.40864823e-01 -4.37595129e-02 6.43886499e-02
9.85418133e-02 7.04801793e-02 -1.80331669e-01 -1.52332432e-02
-1.10492451e-01 -1.16538295e-01]
[ -1.55517551e-01 7.46252512e-03 6.26834706e-02 2.38978096e-02
-1.77628790e-01 -2.20539039e-01 -1.82192829e-01 -1.96914999e-01
8.88733526e-02 1.76561354e-01]
[ -2.05497265e-01 -9.26571745e-02 1.23428874e-01 2.78222306e-01
-1.64588868e-01 -8.46157662e-02 -1.61914805e-01 -2.54086361e-01
-2.02013154e-01 2.26874070e-02]
[ 1.07545926e-01 -4.11308681e-02 -2.31243819e-02 9.85810423e-02
1.85906018e-02 -7.20518058e-02 1.07961893e-01 5.68669979e-03
1.54485365e-02 7.45820385e-03]
[ 1.30522763e-02 -8.22783840e-02 -2.22555976e-01 1.14908850e-01
2.02237648e-02 1.07362193e-01 -3.48417332e-02 -1.72390148e-02
-1.22272563e-01 -3.71047576e-02]
[ -1.28808312e-01 -4.96371909e-02 -2.07025403e-01 1.48400137e-01
-4.58799994e-02 1.37581942e-01 1.31458288e-02 -2.50358269e-01
5.82996150e-02 -2.06967184e-01]
[ -7.66700314e-02 -4.03890047e-02 2.73779636e-01 9.38169640e-02
1.15637337e-01 -5.80700207e-02 -1.32894388e-01 1.22531690e-01
6.34209716e-02 3.15005294e-02]
[ 8.32697193e-02 1.05540317e-01 1.04951176e-01 1.34933320e-01
-1.07583999e-01 -4.59538680e-02 1.40978438e-01 1.16634471e-01
-6.72250248e-03 -4.20049585e-03]
[ 1.88726132e-02 -9.90949922e-02 -2.82502276e-01 -2.89826958e-02
1.70784965e-01 -1.02325978e-01 1.19019082e-01 1.62517211e-01
1.18287609e-01 -4.21461071e-03]
[ 5.58798636e-02 5.26111682e-02 -1.17993087e-01 4.46741225e-02
-1.21494408e-01 3.25155455e-01 2.09505656e-01 2.05567735e-01
-1.68047863e-01 -4.08864990e-02]
[ 1.83575959e-03 -3.01074012e-02 1.16638109e-01 1.01219741e-01
-8.44689146e-03 1.16185198e-01 -2.12854403e-01 -3.61379383e-02
2.03074836e-01 8.26121980e-02]
[ 1.01693681e-01 6.94995117e-02 -5.35722697e-02 -1.13193210e-01
-9.36324893e-02 -3.24962480e-01 1.13380888e-01 9.69237036e-03
1.36114569e-01 8.14908118e-02]
[ -9.96905306e-02 1.82155322e-02 -1.61637949e-02 2.08577013e-02
2.14248705e-02 -2.00382312e-01 -8.51985206e-02 -1.88573726e-02
1.33340849e-02 1.27152015e-01]
[ -1.30073470e-01 -1.17780790e-02 -1.90849857e-01 1.57731270e-02
-3.08521154e-01 -1.01506437e-02 -5.99820321e-02 -2.17376481e-02
1.90982600e-02 8.55027252e-02]
[ 5.39123409e-02 1.82963437e-01 -3.13725341e-02 -1.04762581e-02
1.29671547e-01 2.22814203e-01 2.62422267e-01 1.10400970e-01
-9.38546932e-02 -2.33794888e-01]
[ 8.37804317e-02 -5.50599428e-02 2.22208749e-02 6.69116008e-02
1.85852527e-01 3.73662697e-02 1.69054816e-01 8.81231788e-02
1.32075945e-01 -2.13363129e-01]
[ 9.61067332e-02 -1.46305323e-01 7.84836480e-04 1.07231701e-02
2.73473498e-01 -3.03389086e-02 1.78751390e-01 4.54499016e-02
-2.73234651e-01 -7.67164846e-02]
[ -5.67847697e-02 -2.56802947e-01 4.71388712e-02 -4.83386530e-02
2.51180720e-01 -1.58015128e-01 2.50924208e-01 -8.52207473e-02
4.73301584e-02 2.45106808e-01]
[ -1.90492291e-01 -8.89511508e-02 1.03903597e-01 8.22029884e-02
4.96791779e-01 8.32869427e-02 8.66407613e-02 4.47189374e-02
7.88659592e-03 1.31822592e-02]
[ -6.19697722e-02 1.10760163e-01 3.19618268e-01 -5.08467686e-02
2.18315097e-02 -1.27782090e-01 2.44437384e-01 1.05395798e-02
-1.11302349e-01 1.81573009e-01]
[ -5.44857499e-02 -3.44232519e-03 -1.44469310e-01 2.89742242e-04
1.53349973e-01 -2.70757500e-01 -5.55571092e-02 1.69517209e-01
6.58578706e-02 -7.61474986e-03]
[ 7.43157049e-02 1.22310836e-01 1.43214123e-01 -1.45928382e-01
1.19669673e-01 7.95871102e-02 -1.42318580e-02 2.88782789e-01
3.35345786e-02 1.04216846e-01]
[ 2.39241981e-01 5.68227564e-03 -1.40070238e-01 1.67472312e-01
-4.67225451e-01 -2.14054585e-01 -1.27349461e-01 1.86063017e-01
2.69512336e-01 -2.22870418e-01]
[ 3.87365904e-02 1.19922160e-01 2.47078492e-01 2.39290450e-01
-9.37233114e-03 -1.85621288e-01 -1.39164729e-01 -1.30190163e-01
-1.47684526e-01 -3.00057761e-01]
[ 5.20280854e-02 2.66562469e-02 -1.03176849e-01 -1.37213064e-02
1.19732059e-01 2.55007012e-02 -8.79199489e-02 -1.84377658e-01
6.56409127e-02 2.51289933e-01]
[ -1.15353904e-02 -8.58908129e-02 -7.13840297e-02 -6.75575937e-02
4.30339359e-02 -1.66583852e-01 1.24000276e-01 1.00702773e-02
2.52720750e-02 -7.80712359e-03]
[ 2.83079009e-03 -1.18517818e-02 2.32944628e-01 3.74000183e-02
-1.08187059e-01 -1.16621048e-01 1.99033145e-01 4.03270294e-02
-2.14112151e-01 7.43241867e-02]
[ 3.77246555e-02 -6.49173753e-02 9.26205106e-02 -4.09491879e-02
-8.62967585e-02 8.97656177e-02 1.70908495e-01 -2.71305396e-01
-5.39861259e-02 -1.36452617e-01]
[ -3.56139508e-02 1.20451615e-02 7.39442114e-02 -6.52664132e-02
7.95881273e-02 1.95453284e-01 1.71932250e-01 1.17656374e-01
-4.79775214e-02 1.45338698e-01]
[ 2.29273001e-01 7.19997063e-02 3.38426959e-02 9.32670903e-02
1.12059622e-02 -2.66612041e-02 -1.72554056e-01 1.47394945e-01
-4.48215467e-02 -1.06551112e-03]
[ -3.48016763e-02 -2.26896758e-01 -2.15331740e-02 -6.88270574e-02
-6.19287871e-02 -7.53915846e-02 1.05739640e-02 4.32841816e-02
3.89382638e-02 8.37245448e-02]
[ -1.50593701e-01 1.49787683e-01 2.16149932e-02 1.50260913e-01
-3.05477348e-01 -1.95864798e-01 -2.12545898e-01 -6.66795958e-02
7.73603881e-02 5.70123865e-02]
[ 1.31968186e-02 1.53373491e-01 -2.62340615e-02 1.87103241e-01
-9.67903817e-02 2.62209982e-02 -2.87502788e-02 1.58423880e-01
1.73545245e-02 2.58917450e-01]
[ 1.90627595e-01 1.06253016e-01 2.07036817e-01 3.58684454e-02
-4.32439955e-02 1.32274635e-01 5.87303324e-03 1.66807659e-01
1.56644017e-01 -4.04596247e-02]
[ -1.06879099e-01 1.22968419e-01 2.24168925e-01 -3.43962438e-02
1.31647001e-01 1.54223966e-01 8.18474121e-03 -1.33727292e-02
-7.18194605e-02 -2.80308816e-03]
[ -1.03939321e-01 -2.56727216e-02 2.16200936e-02 7.99356194e-02
-9.29968054e-03 1.22009187e-01 2.79030621e-01 2.06826770e-02
-2.85003238e-01 -1.05611453e-01]
[ -1.76380132e-01 1.03604383e-01 -7.10828034e-02 -2.84548090e-01
-2.03889427e-02 9.28210503e-02 -3.01035738e-02 1.01851538e-01
-1.63794173e-01 9.85572286e-02]
[ 9.48933077e-02 -1.23121575e-01 -8.35264168e-02 -4.26170090e-02
-2.83416759e-02 -2.60791740e-02 -9.03979611e-02 1.50335923e-01
-7.52767180e-02 -8.29142713e-02]
[ 1.54695017e-01 -1.12145592e-01 -1.36181662e-01 1.64453223e-03
1.34373235e-01 -6.24172389e-02 -6.63615980e-02 -1.46884999e-01
1.33753784e-01 -8.83807368e-02]
[ -1.33142473e-01 1.58234534e-01 2.49190894e-01 -4.62032553e-02
2.13905057e-01 1.03126773e-01 -8.70713964e-03 -2.95899954e-01
-1.42145375e-01 -7.60855346e-02]
[ -3.30622259e-01 2.00511912e-01 2.16684088e-02 1.69487589e-03
-1.63295938e-02 -1.83943841e-01 -1.55253441e-01 2.33340006e-01
-7.76069445e-02 1.27973696e-01]
[ 1.41377922e-01 1.22770000e-01 -2.44771487e-01 -1.07384970e-01
1.07971384e-01 -2.82328365e-01 1.80092326e-06 -1.65994476e-01
-1.60014527e-02 -1.97861665e-01]
[ 2.14692947e-01 -1.07112656e-01 6.27182154e-02 -1.60507878e-02
-2.88832996e-02 -3.14941430e-02 -6.25435894e-02 -1.36457063e-01
1.12768316e-01 -1.64829703e-01]
[ -9.90036917e-02 1.30122259e-02 1.22942232e-01 1.19721186e-01
-6.75710895e-02 -1.13053364e-01 2.04106210e-01 -7.61079780e-02
1.90250416e-01 9.50371188e-03]
[ 2.00506915e-02 -9.28388304e-02 2.15139852e-01 -2.22957425e-01
6.84029656e-02 1.11063050e-01 -3.01897593e-02 -1.10379235e-01
3.12953886e-02 2.63444832e-01]]
[[ 0.24863123]
[ 0.80084271]
[ 0.17392879]
[ 0.2977881 ]
[-1.23152812]
[-0.2186149 ]
[-0.84987917]
[-0.04622927]
[ 0.18733402]
[ 0.45275725]]
Progress: 4.7% ... Training loss: 0.589 ... Validation loss: 0.957[[ 1.23616043e-01 2.55103885e-01 -1.36225989e-01 6.64471737e-02
-6.22132870e-01 -3.92081659e-02 -1.08461950e-01 1.32717431e-01
-1.30565061e-01 1.80570979e-01]
[ 2.13274793e-02 1.95282626e-01 -1.66726832e-02 4.72164783e-02
7.06421588e-02 -8.85085175e-03 2.76219329e-01 4.13856607e-02
1.44175540e-01 -1.79118330e-02]
[ 2.36764141e-01 4.94306627e-01 5.34404050e-02 2.08434690e-01
-2.75616296e-01 -1.00773254e-01 -6.96312841e-01 -3.41084607e-02
1.60030952e-01 4.69039426e-01]
[ -7.00462487e-02 -4.55823482e-01 -2.68776106e-01 -7.51029093e-02
4.37424023e-01 2.03264790e-01 3.36842033e-01 5.86151154e-02
-3.18055695e-02 -4.54651614e-02]
[ -7.91525048e-04 2.23450147e-01 -1.47343869e-01 5.00003204e-02
8.23306033e-02 -1.77048886e-01 -3.83702978e-02 -1.19088457e-01
-2.02559026e-01 7.19206215e-02]
[ -3.61141624e-01 -2.73328118e-01 -2.93966093e-01 1.18375728e-01
1.93232521e-01 6.89532102e-02 -7.33103567e-04 -3.14437609e-02
-3.07343904e-02 1.40935493e-02]
[ 3.66840019e-03 -8.71523255e-02 1.51688122e-02 1.15130574e-01
-2.18313140e-01 -7.79860084e-02 1.14054602e-01 -1.88185042e-01
1.88428418e-01 7.03196688e-02]
[ 1.29188736e-01 -1.15967222e-01 3.87445676e-02 -4.82782207e-02
6.83759415e-02 -5.21597944e-02 -8.24867940e-02 1.23208745e-01
7.53711660e-02 2.57301449e-02]
[ -1.51834176e-01 -3.83351615e-03 -3.00278223e-01 7.33190721e-03
-1.34772720e-01 6.52381789e-02 -3.04156805e-01 -2.38095882e-02
2.82833645e-01 -8.79961031e-02]
[ 3.21890088e-02 -1.90833937e-01 7.19281515e-02 -8.95196675e-03
1.40446187e-01 -7.72720520e-02 -2.38220745e-02 -9.09066256e-02
-4.70110149e-02 1.34657568e-01]
[ -6.81085685e-02 1.62985591e-01 3.49602751e-03 -1.47929876e-01
-5.92253645e-02 2.44251192e-02 2.17555168e-02 -1.00239838e-01
-1.50007259e-02 -1.06271400e-01]
[ -5.18382302e-02 1.40720059e-01 -4.38146755e-02 6.43104416e-02
9.87019421e-02 7.05385517e-02 -1.80141435e-01 -1.52202593e-02
-1.10542154e-01 -1.16663909e-01]
[ -1.55517551e-01 7.46252512e-03 6.26834706e-02 2.38978096e-02
-1.77628790e-01 -2.20539039e-01 -1.82192829e-01 -1.96914999e-01
8.88733526e-02 1.76561354e-01]
[ -2.05653091e-01 -9.32725733e-02 1.23303472e-01 2.78000577e-01
-1.63672158e-01 -8.44530975e-02 -1.61295627e-01 -2.54053420e-01
-2.02140947e-01 2.23692160e-02]
[ 1.07340023e-01 -4.20552122e-02 -2.32700568e-02 9.83450652e-02
1.97877041e-02 -7.19223629e-02 1.08909176e-01 5.72119856e-03
1.53027646e-02 7.03426615e-03]
[ 1.30882375e-02 -8.19361510e-02 -2.22538334e-01 1.14980995e-01
2.02349821e-02 1.07331792e-01 -3.48910706e-02 -1.72492206e-02
-1.22214946e-01 -3.71005175e-02]
[ -1.28975817e-01 -5.00525696e-02 -2.07142607e-01 1.48189709e-01
-4.50587864e-02 1.37731430e-01 1.36409780e-02 -2.50325963e-01
5.81794158e-02 -2.07297067e-01]
[ -7.63563400e-02 -3.94697772e-02 2.73981783e-01 9.41760906e-02
1.14689880e-01 -5.83313580e-02 -1.33539533e-01 1.22471666e-01
6.36552578e-02 3.19559568e-02]
[ 8.26303095e-02 1.03150823e-01 1.04511419e-01 1.34123256e-01
-1.04414043e-01 -4.53376060e-02 1.43506086e-01 1.16751819e-01
-7.20102006e-03 -5.49361295e-03]
[ 1.89863928e-02 -9.86532928e-02 -2.82461110e-01 -2.88529808e-02
1.70548527e-01 -1.02445109e-01 1.18669402e-01 1.62495536e-01
1.18365854e-01 -3.99649203e-03]
[ 5.51477770e-02 5.04360102e-02 -1.18546479e-01 4.37224892e-02
-1.18093088e-01 3.25861606e-01 2.11805237e-01 2.05716489e-01
-1.68654549e-01 -4.22095634e-02]
[ 1.70431765e-03 -3.05482407e-02 1.16536466e-01 1.01051124e-01
-7.76046001e-03 1.16313338e-01 -2.12353123e-01 -3.61105795e-02
2.02971690e-01 8.23889715e-02]
[ 1.01722992e-01 6.95834291e-02 -5.35483803e-02 -1.13184511e-01
-9.36441702e-02 -3.24995556e-01 1.13318150e-01 9.68549923e-03
1.36153672e-01 8.15403094e-02]
[ -9.96752177e-02 1.83091086e-02 -1.61637966e-02 2.08804097e-02
2.13147118e-02 -2.00388329e-01 -8.52221981e-02 -1.88600052e-02
1.33474741e-02 1.27188124e-01]
[ -1.30131565e-01 -1.19623042e-02 -1.90887747e-01 1.57030644e-02
-3.08230765e-01 -1.01073132e-02 -5.97827456e-02 -2.17272318e-02
1.90577365e-02 8.53967763e-02]
[ 5.37385716e-02 1.82378801e-01 -3.14992333e-02 -1.06941902e-02
1.30583762e-01 2.22974735e-01 2.62993843e-01 1.10434407e-01
-9.39896554e-02 -2.34111158e-01]
[ 8.33826696e-02 -5.62035201e-02 2.19381027e-02 6.64377908e-02
1.87644151e-01 3.76897560e-02 1.70435377e-01 8.81980473e-02
1.31792227e-01 -2.14104145e-01]
[ 9.56638653e-02 -1.47786205e-01 4.48164264e-04 1.01427613e-02
2.75557956e-01 -2.99122610e-02 1.80271348e-01 4.55400986e-02
-2.73598160e-01 -7.75851958e-02]
[ -5.73331186e-02 -2.58456370e-01 4.67496084e-02 -4.90123501e-02
2.53831187e-01 -1.57530739e-01 2.52719882e-01 -8.51186929e-02
4.69256396e-02 2.44131156e-01]
[ -1.90967579e-01 -9.04919190e-02 1.03569473e-01 8.16178677e-02
4.99169827e-01 8.37209566e-02 8.82636971e-02 4.48091906e-02
7.54282984e-03 1.23086407e-02]
[ -6.29485060e-02 1.07912186e-01 3.18959532e-01 -5.20380295e-02
2.61395994e-02 -1.26925632e-01 2.47730839e-01 1.07220058e-02
-1.12041009e-01 1.79900234e-01]
[ -5.46713514e-02 -4.04252782e-03 -1.44592051e-01 7.83810031e-05
1.54290036e-01 -2.70636521e-01 -5.49104933e-02 1.69547102e-01
6.57261554e-02 -7.92289036e-03]
[ 7.46113873e-02 1.23144923e-01 1.43440879e-01 -1.45564427e-01
1.18307133e-01 7.93306818e-02 -1.51705716e-02 2.88722096e-01
3.37763982e-02 1.04759647e-01]
[ 2.40311386e-01 8.98199454e-03 -1.39369731e-01 1.68798471e-01
-4.72017741e-01 -2.14958551e-01 -1.30856272e-01 1.85862109e-01
2.70344788e-01 -2.20875667e-01]
[ 3.86175529e-02 1.19583698e-01 2.46986682e-01 2.39144947e-01
-8.68337624e-03 -1.85511862e-01 -1.38867036e-01 -1.30164431e-01
-1.47787530e-01 -3.00271372e-01]
[ 5.19817777e-02 2.64721837e-02 -1.03226425e-01 -1.38045746e-02
1.20079120e-01 2.55504550e-02 -8.78616454e-02 -1.84365769e-01
6.55920516e-02 2.51224749e-01]
[ -1.15981140e-02 -8.61148112e-02 -7.14312013e-02 -6.76309793e-02
4.32812154e-02 -1.66537499e-01 1.24218200e-01 1.00813405e-02
2.52311646e-02 -7.92605751e-03]
[ 2.76134275e-03 -1.20252118e-02 2.32883576e-01 3.73044360e-02
-1.07907369e-01 -1.16547466e-01 1.99267719e-01 4.03414875e-02
-2.14170928e-01 7.41739509e-02]
[ 3.76077236e-02 -6.50410614e-02 9.25269567e-02 -4.11054115e-02
-8.58503104e-02 8.98515536e-02 1.71006760e-01 -2.71280349e-01
-5.40914504e-02 -1.36592611e-01]
[ -3.56404146e-02 1.19672917e-02 7.39256727e-02 -6.52973201e-02
7.97085273e-02 1.95475639e-01 1.72020437e-01 1.17660577e-01
-4.79976554e-02 1.45290423e-01]
[ 2.29211374e-01 7.17151579e-02 3.37800276e-02 9.31717394e-02
1.18038511e-02 -2.65941718e-02 -1.72330752e-01 1.47409771e-01
-4.48771360e-02 -1.26980822e-03]
[ -3.42295031e-02 -2.25091063e-01 -2.11418056e-02 -6.81420362e-02
-6.44471344e-02 -7.58936692e-02 8.81244305e-03 4.31783407e-02
3.93652968e-02 8.46345728e-02]
[ -1.49819216e-01 1.51814739e-01 2.21530880e-02 1.51156074e-01
-3.08267733e-01 -1.96506309e-01 -2.14185016e-01 -6.68299870e-02
7.79452038e-02 5.81816359e-02]
[ 1.34010812e-02 1.53908431e-01 -2.60864972e-02 1.87342541e-01
-9.76139714e-02 2.60402336e-02 -2.92747200e-02 1.58383223e-01
1.75108723e-02 2.59218957e-01]
[ 1.90455378e-01 1.05720815e-01 2.06919827e-01 3.56679576e-02
-4.24052194e-02 1.32426003e-01 6.41186586e-03 1.66839770e-01
1.56516205e-01 -4.07634491e-02]
[ -1.06566442e-01 1.23856883e-01 2.24386309e-01 -3.40194674e-02
1.30219468e-01 1.53954325e-01 7.34355508e-03 -1.34324496e-02
-7.15894206e-02 -2.26464619e-03]
[ -1.04359741e-01 -2.68700298e-02 2.13399837e-02 7.94572810e-02
-7.56526202e-03 1.22360778e-01 2.80409134e-01 2.07564916e-02
-2.85301271e-01 -1.06329399e-01]
[ -1.76485203e-01 1.03224321e-01 -7.11661453e-02 -2.84689949e-01
-1.97938857e-02 9.29254002e-02 -2.97205133e-02 1.01873927e-01
-1.63878931e-01 9.83426378e-02]
[ 9.44850500e-02 -1.24408628e-01 -8.38283913e-02 -4.31450022e-02
-2.63993249e-02 -2.57075122e-02 -8.90767761e-02 1.50417687e-01
-7.56051696e-02 -8.36919477e-02]
[ 1.53896438e-01 -1.14814498e-01 -1.36778736e-01 6.01291304e-04
1.38285914e-01 -6.16495457e-02 -6.36113897e-02 -1.46725761e-01
1.33116729e-01 -8.99415589e-02]
[ -1.32535820e-01 1.59859387e-01 2.49637075e-01 -4.55057567e-02
2.11733000e-01 1.02602983e-01 -1.00678516e-02 -2.96015621e-01
-1.41663971e-01 -7.51193232e-02]
[ -3.31409244e-01 1.98346265e-01 2.10886290e-02 7.29927584e-04
-1.28249588e-02 -1.83286844e-01 -1.52693254e-01 2.33486271e-01
-7.82010363e-02 1.26571625e-01]
[ 1.41850542e-01 1.24331856e-01 -2.44455257e-01 -1.06756573e-01
1.05884019e-01 -2.82726271e-01 -1.73840891e-03 -1.66091213e-01
-1.56133796e-02 -1.96905512e-01]
[ 2.13795881e-01 -1.09731327e-01 6.20564005e-02 -1.72171029e-02
-2.43205196e-02 -3.06583672e-02 -5.94771621e-02 -1.36279146e-01
1.12062063e-01 -1.66479327e-01]
[ -9.95063874e-02 1.10887860e-02 1.22584324e-01 1.19107366e-01
-6.50964035e-02 -1.12583884e-01 2.06185786e-01 -7.60129804e-02
1.89878657e-01 8.52885396e-03]
[ 2.03745340e-02 -9.19130612e-02 2.15337897e-01 -2.22571112e-01
6.73962113e-02 1.10740319e-01 -3.10864081e-02 -1.10443033e-01
3.15350721e-02 2.63855868e-01]]
[[ 0.23436546]
[ 0.78441469]
[ 0.15628553]
[ 0.28290544]
[-1.24503721]
[-0.23069883]
[-0.86339266]
[-0.05945402]
[ 0.17523254]
[ 0.43764252]]
Progress: 4.7% ... Training loss: 0.588 ... Validation loss: 0.995[[ 1.24483188e-01 2.58180449e-01 -1.35612091e-01 6.74596213e-02
-6.24774508e-01 -4.00410310e-02 -1.10958696e-01 1.32474726e-01
-1.29872499e-01 1.82086262e-01]
[ 2.12871276e-02 1.95128598e-01 -1.67023501e-02 4.71606020e-02
7.08868461e-02 -8.80593727e-03 2.76387291e-01 4.13968137e-02
1.44144635e-01 -1.79971715e-02]
[ 2.35287415e-01 4.90869471e-01 5.25134122e-02 2.06561071e-01
-2.67614911e-01 -9.91934383e-02 -6.91613484e-01 -3.37277557e-02
1.58774717e-01 4.66487805e-01]
[ -6.76328640e-02 -4.49792676e-01 -2.67146348e-01 -7.21174323e-02
4.25490227e-01 2.00877642e-01 3.28845982e-01 5.80151508e-02
-2.99784122e-02 -4.10803245e-02]
[ -1.96626918e-03 2.20338192e-01 -1.48246922e-01 4.84687010e-02
8.76947203e-02 -1.75799507e-01 -3.40206090e-02 -1.18800931e-01
-2.03443407e-01 6.94714182e-02]
[ -3.60618321e-01 -2.72152635e-01 -2.93637355e-01 1.18996799e-01
1.90971730e-01 6.84801038e-02 -2.27719638e-03 -3.15802439e-02
-3.03262281e-02 1.49864419e-02]
[ 3.53573578e-03 -8.70426238e-02 1.50918236e-02 1.14942063e-01
-2.16609828e-01 -7.78890380e-02 1.14776843e-01 -1.88183133e-01
1.88361240e-01 6.99420225e-02]
[ 1.28598850e-01 -1.17536971e-01 3.84030390e-02 -4.90015557e-02
7.14802345e-02 -5.15828001e-02 -8.07668679e-02 1.23353380e-01
7.49080845e-02 2.47863965e-02]
[ -1.51367716e-01 -2.53394027e-03 -2.99975367e-01 7.89328379e-03
-1.36964148e-01 6.47596520e-02 -3.05722140e-01 -2.39357600e-02
2.83199847e-01 -8.71758710e-02]
[ 3.29913296e-02 -1.88589435e-01 7.24970362e-02 -8.06018485e-03
1.38604866e-01 -7.80231085e-02 -2.60729744e-02 -9.11338666e-02
-4.63794686e-02 1.36045331e-01]
[ -6.86324128e-02 1.61815257e-01 3.14581576e-03 -1.48550638e-01
-5.70143333e-02 2.48969913e-02 2.33723531e-02 -1.00125820e-01
-1.53905317e-02 -1.07260710e-01]
[ -5.18494949e-02 1.40660902e-01 -4.38202721e-02 6.43100235e-02
9.86876173e-02 7.05400676e-02 -1.80174633e-01 -1.52231479e-02
-1.10539790e-01 -1.16670632e-01]
[ -1.55517551e-01 7.46252512e-03 6.26834706e-02 2.38978096e-02
-1.77628790e-01 -2.20539039e-01 -1.82192829e-01 -1.96914999e-01
8.88733526e-02 1.76561354e-01]
[ -2.05627046e-01 -9.31373063e-02 1.23325289e-01 2.78041405e-01
-1.63673780e-01 -8.44818767e-02 -1.61439366e-01 -2.54063851e-01
-2.02093582e-01 2.23987225e-02]
[ 1.07167365e-01 -4.27086040e-02 -2.33885412e-02 9.81366305e-02
2.08136648e-02 -7.17578981e-02 1.09625865e-01 5.76329101e-03
1.51770757e-02 6.71024025e-03]
[ 1.40772588e-02 -7.89318802e-02 -2.21906633e-01 1.16148288e-01
1.58832617e-02 1.06418179e-01 -3.81876724e-02 -1.75013900e-02
-1.21456577e-01 -3.53064882e-02]
[ -1.29041154e-01 -4.99303979e-02 -2.07194679e-01 1.48073672e-01
-4.45740005e-02 1.37778297e-01 1.37896635e-02 -2.50327017e-01
5.81338019e-02 -2.07534207e-01]
[ -7.62704841e-02 -3.94722973e-02 2.74051920e-01 9.42737875e-02
1.14826596e-01 -5.84085653e-02 -1.33392311e-01 1.22445497e-01
6.37106052e-02 3.20919148e-02]
[ 8.19565214e-02 1.01464165e-01 1.04104321e-01 1.33358055e-01
-1.01096688e-01 -4.47435513e-02 1.45629918e-01 1.16911025e-01
-7.69326884e-03 -6.66111730e-03]
[ 1.89012242e-02 -9.87710075e-02 -2.82493447e-01 -2.89687344e-02
1.71130760e-01 -1.02339534e-01 1.18870398e-01 1.62514536e-01
1.18293295e-01 -4.12423254e-03]
[ 5.47243664e-02 4.90638316e-02 -1.18849616e-01 4.31707520e-02
-1.16053164e-01 3.26298191e-01 2.13207778e-01 2.05831285e-01
-1.69003958e-01 -4.29662218e-02]
[ 1.67985996e-03 -3.06593826e-02 1.16530740e-01 1.01021472e-01
-7.62246475e-03 1.16341803e-01 -2.12271514e-01 -3.61052909e-02
2.02955183e-01 8.23274909e-02]
[ 1.01702168e-01 6.92907735e-02 -5.35508351e-02 -1.13230255e-01
-9.33018735e-02 -3.24980866e-01 1.13609932e-01 9.68676792e-03
1.36154047e-01 8.14872811e-02]
[ -9.94948995e-02 1.88887062e-02 -1.60386689e-02 2.11050662e-02
2.02817647e-02 -2.00572804e-01 -8.59157851e-02 -1.89080143e-02
1.34840080e-02 1.27538693e-01]
[ -1.29679949e-01 -1.05523389e-02 -1.90602143e-01 1.62757518e-02
-3.10556357e-01 -1.05716082e-02 -6.14294372e-02 -2.18471620e-02
1.94058781e-02 8.62060212e-02]
[ 5.35149819e-02 1.81550095e-01 -3.16579939e-02 -1.09825879e-02
1.31876860e-01 2.23214526e-01 2.63869866e-01 1.10494534e-01
-9.41612650e-02 -2.34548622e-01]
[ 8.29594183e-02 -5.76665856e-02 2.16547785e-02 6.59178406e-02
1.89810979e-01 3.81170496e-02 1.72053748e-01 8.83078231e-02
1.31468968e-01 -2.14917956e-01]
[ 9.55533985e-02 -1.48162549e-01 3.69128980e-04 9.99920169e-03
2.76171718e-01 -2.97954585e-02 1.80693282e-01 4.55686627e-02
-2.73670577e-01 -7.78083189e-02]
[ -5.75604278e-02 -2.59210780e-01 4.66136712e-02 -4.92771781e-02
2.54864693e-01 -1.57341293e-01 2.53541016e-01 -8.50639080e-02
4.67592787e-02 2.43740030e-01]
[ -1.91883060e-01 -9.34556608e-02 1.02961098e-01 8.05210917e-02
5.03668013e-01 8.46002524e-02 9.15979711e-02 4.50400489e-02
6.87718519e-03 1.06742891e-02]
[ -6.31361893e-02 1.07450119e-01 3.18834830e-01 -5.22676107e-02
2.68418611e-02 -1.26763894e-01 2.48430485e-01 1.07634862e-02
-1.12180190e-01 1.79547793e-01]
[ -5.47429925e-02 -4.28478064e-03 -1.44638962e-01 -8.17244674e-06
1.54636722e-01 -2.70570654e-01 -5.46468516e-02 1.69564411e-01
6.56729231e-02 -8.05763051e-03]
[ 7.52952746e-02 1.25042414e-01 1.43907790e-01 -1.44734803e-01
1.15023340e-01 7.86649836e-02 -1.74731172e-02 2.88540186e-01
3.42912738e-02 1.06041220e-01]
[ 2.41586242e-01 1.33055119e-02 -1.38497581e-01 1.70398989e-01
-4.77835527e-01 -2.16239616e-01 -1.35496839e-01 1.85524640e-01
2.71316630e-01 -2.18532764e-01]
[ 3.86170710e-02 1.19692554e-01 2.46990904e-01 2.39155645e-01
-8.77542704e-03 -1.85530509e-01 -1.38951592e-01 -1.30162566e-01
-1.47800001e-01 -3.00309470e-01]
[ 5.18553304e-02 2.60909794e-02 -1.03311655e-01 -1.39582922e-02
1.20766114e-01 2.56717354e-02 -8.73795582e-02 -1.84337612e-01
6.54915805e-02 2.50984795e-01]
[ -1.16893650e-02 -8.63280518e-02 -7.14848511e-02 -6.77450582e-02
4.35526695e-02 -1.66455885e-01 1.24393570e-01 1.01033081e-02
2.51619415e-02 -8.04102220e-03]
[ 2.91550387e-03 -1.15427052e-02 2.32987217e-01 3.74998703e-02
-1.08771764e-01 -1.16708584e-01 1.98702933e-01 4.03001032e-02
-2.14051128e-01 7.44804047e-02]
[ 3.74629922e-02 -6.55855057e-02 9.24376387e-02 -4.12866693e-02
-8.50284184e-02 9.00026905e-02 1.71517604e-01 -2.71246386e-01
-5.42015043e-02 -1.36871841e-01]
[ -3.58555912e-02 1.14608705e-02 7.37781386e-02 -6.55661025e-02
8.06529981e-02 1.95691123e-01 1.72605988e-01 1.17716425e-01
-4.81647592e-02 1.44980226e-01]
[ 2.29053349e-01 7.12448094e-02 3.36502726e-02 9.29392541e-02
1.25473091e-02 -2.64034358e-02 -1.71943185e-01 1.47461275e-01
-4.50264157e-02 -1.56669755e-03]
[ -3.40751990e-02 -2.24606226e-01 -2.10228439e-02 -6.79298876e-02
-6.51161862e-02 -7.60505437e-02 8.37664324e-03 4.31329620e-02
3.94949178e-02 8.48981200e-02]
[ -1.48785981e-01 1.54883972e-01 2.28349280e-02 1.52365129e-01
-3.12332781e-01 -1.97435616e-01 -2.17237505e-01 -6.70923015e-02
7.87099725e-02 5.99971981e-02]
[ 1.35770580e-02 1.54367020e-01 -2.59689543e-02 1.87504802e-01
-9.80762678e-02 2.58724098e-02 -2.98622763e-02 1.58341149e-01
1.76437289e-02 2.59484042e-01]
[ 1.90805661e-01 1.06951428e-01 2.07148899e-01 3.60995482e-02
-4.42101860e-02 1.32066251e-01 5.01537962e-03 1.66749256e-01
1.56791338e-01 -4.01172336e-02]
[ -1.06452891e-01 1.24173098e-01 2.24465664e-01 -3.38820550e-02
1.29656542e-01 1.53841193e-01 6.94494657e-03 -1.34624287e-02
-7.15021553e-02 -2.06552148e-03]
[ -1.04597601e-01 -2.73437112e-02 2.11890105e-02 7.91943779e-02
-6.44116372e-03 1.22572314e-01 2.81143877e-01 2.08010391e-02
-2.85472035e-01 -1.06758939e-01]
[ -1.76502671e-01 1.03209470e-01 -7.11767652e-02 -2.84712940e-01
-1.97757767e-02 9.29400848e-02 -2.96635782e-02 1.01878098e-01
-1.63888863e-01 9.83016248e-02]
[ 9.39628721e-02 -1.26070694e-01 -8.41848869e-02 -4.37972802e-02
-2.36864299e-02 -2.51984675e-02 -8.72487649e-02 1.50547678e-01
-7.59762249e-02 -8.46837399e-02]
[ 1.53433566e-01 -1.16479841e-01 -1.37078291e-01 2.17457295e-05
1.40802088e-01 -6.11701396e-02 -6.17570037e-02 -1.46608906e-01
1.32772968e-01 -9.09001421e-02]
[ -1.33050228e-01 1.58506941e-01 2.49304269e-01 -4.61151958e-02
2.14250311e-01 1.03082229e-01 -8.24557220e-03 -2.95913861e-01
-1.42012421e-01 -7.60236183e-02]
[ -3.31770066e-01 1.97317025e-01 2.08517112e-02 2.96705399e-04
-1.11884567e-02 -1.82947529e-01 -1.51698422e-01 2.33571124e-01
-7.84555922e-02 1.25949454e-01]
[ 1.42314440e-01 1.25800880e-01 -2.44139177e-01 -1.06210246e-01
1.04116691e-01 -2.83152030e-01 -2.81484053e-03 -1.66220354e-01
-1.52598743e-02 -1.96160578e-01]
[ 2.15028543e-01 -1.05891255e-01 6.28540412e-02 -1.57286813e-02
-2.99573418e-02 -3.18369507e-02 -6.39900936e-02 -1.36587738e-01
1.12955663e-01 -1.64255148e-01]
[ -9.93123155e-02 1.17785294e-02 1.22761520e-01 1.19357210e-01
-6.55286584e-02 -1.12828278e-01 2.05490896e-01 -7.60727797e-02
1.90051788e-01 8.90582960e-03]
[ 2.00892157e-02 -9.28498600e-02 2.15129336e-01 -2.22962896e-01
6.89180156e-02 1.11013420e-01 -3.01409141e-02 -1.10365079e-01
3.13057086e-02 2.63386558e-01]]
[[ 0.23685534]
[ 0.77955937]
[ 0.15313429]
[ 0.28564889]
[-1.24495185]
[-0.22721009]
[-0.85774806]
[-0.05501323]
[ 0.18065081]
[ 0.43669516]]
Progress: 4.8% ... Training loss: 0.586 ... Validation loss: 0.986[[ 1.25419890e-01 2.60045491e-01 -1.35024518e-01 6.84853048e-02
-6.27373456e-01 -4.08092813e-02 -1.12545962e-01 1.32254012e-01
-1.29164529e-01 1.83324338e-01]
[ 2.11781954e-02 1.94676488e-01 -1.67757176e-02 4.70353778e-02
7.14132057e-02 -8.70491040e-03 2.76826699e-01 4.14219054e-02
1.44050871e-01 -1.81851222e-02]
[ 2.35586300e-01 4.91168233e-01 5.27033031e-02 2.06825315e-01
-2.67576789e-01 -9.94160905e-02 -6.91152554e-01 -3.37920528e-02
1.58979143e-01 4.66682792e-01]
[ -6.90353358e-02 -4.52946809e-01 -2.68053496e-01 -7.35751719e-02
4.28987941e-01 2.02092621e-01 3.32067731e-01 5.83182939e-02
-3.09890362e-02 -4.28684803e-02]
[ -2.60916594e-03 2.19446232e-01 -1.48635432e-01 4.76582777e-02
9.16003232e-02 -1.75283066e-01 -3.21991126e-02 -1.18661574e-01
-2.03849683e-01 6.83810288e-02]
[ -3.59891680e-01 -2.70614206e-01 -2.93142277e-01 1.19828063e-01
1.88175591e-01 6.77794607e-02 -4.04227381e-03 -3.17607781e-02
-2.97456591e-02 1.61364536e-02]
[ 4.33475163e-03 -8.47501502e-02 1.55481418e-02 1.15885913e-01
-2.19674613e-01 -7.86108449e-02 1.12557382e-01 -1.88372457e-01
1.88991400e-01 7.11704666e-02]
[ 1.27992257e-01 -1.19950779e-01 3.80159338e-02 -4.97616191e-02
7.52660491e-02 -5.10060833e-02 -7.77218960e-02 1.23495786e-01
7.44184358e-02 2.36113754e-02]
[ -1.50909382e-01 -1.30519539e-03 -2.99691114e-01 8.42410182e-03
-1.39359695e-01 6.43313723e-02 -3.06971977e-01 -2.40410809e-02
2.83495923e-01 -8.64824626e-02]
[ 3.36600696e-02 -1.87191372e-01 7.29351841e-02 -7.36088750e-03
1.37031855e-01 -7.86595069e-02 -2.67951785e-02 -9.12972351e-02
-4.58922341e-02 1.36846465e-01]
[ -6.81740747e-02 1.62379368e-01 3.40613361e-03 -1.48026448e-01
-5.86982723e-02 2.45100331e-02 2.26977371e-02 -1.00232731e-01
-1.50666728e-02 -1.06644269e-01]
[ -5.15991739e-02 1.41344568e-01 -4.36701944e-02 6.46324043e-02
9.74739121e-02 7.02894113e-02 -1.80967217e-01 -1.52856400e-02
-1.10333727e-01 -1.16191364e-01]
[ -1.55517551e-01 7.46252512e-03 6.26834706e-02 2.38978096e-02
-1.77628790e-01 -2.20539039e-01 -1.82192829e-01 -1.96914999e-01
8.88733526e-02 1.76561354e-01]
[ -2.05620647e-01 -9.30516734e-02 1.23330430e-01 2.78040328e-01
-1.63641661e-01 -8.44805511e-02 -1.61496568e-01 -2.54065307e-01
-2.02088291e-01 2.23981876e-02]
[ 1.07162164e-01 -4.28948456e-02 -2.33710496e-02 9.81636040e-02
2.10798144e-02 -7.17952498e-02 1.09812495e-01 5.75384649e-03
1.52073233e-02 6.73243378e-03]
[ 1.52061953e-02 -7.61017354e-02 -2.21229944e-01 1.17440071e-01
1.07173641e-02 1.05367538e-01 -4.13292255e-02 -1.77647328e-02
-1.20605264e-01 -3.34547585e-02]
[ -1.28839428e-01 -4.92787176e-02 -2.07057437e-01 1.48312764e-01
-4.52040814e-02 1.37579746e-01 1.31118531e-02 -2.50374194e-01
5.82971803e-02 -2.07214515e-01]
[ -7.59401920e-02 -3.84671900e-02 2.74242014e-01 9.46514426e-02
1.13461559e-01 -5.86919392e-02 -1.34298759e-01 1.22369219e-01
6.39608303e-02 3.25619636e-02]
[ 8.12931340e-02 9.90373878e-02 1.03673697e-01 1.32499727e-01
-9.72334288e-02 -4.40452808e-02 1.48231673e-01 1.17071761e-01
-8.22768693e-03 -7.93147516e-03]
[ 1.87306191e-02 -9.97114656e-02 -2.82603296e-01 -2.91911401e-02
1.72601648e-01 -1.02170391e-01 1.19997415e-01 1.62552777e-01
1.18146777e-01 -4.48181249e-03]
[ 5.48768306e-02 4.94938789e-02 -1.18766910e-01 4.33617909e-02
-1.16690012e-01 3.26137617e-01 2.12803236e-01 2.05797687e-01
-1.68882787e-01 -4.27100731e-02]
[ 1.84940589e-03 -2.99354544e-02 1.16676939e-01 1.01261218e-01
-8.79066459e-03 1.16138904e-01 -2.12569462e-01 -3.61537117e-02
2.03098264e-01 8.26494030e-02]
[ 1.01995606e-01 7.00534620e-02 -5.33661872e-02 -1.12889439e-01
-9.48252630e-02 -3.25265504e-01 1.12734751e-01 9.61712851e-03
1.36359499e-01 8.19109408e-02]
[ -9.93943076e-02 1.91642690e-02 -1.59775813e-02 2.12274594e-02
1.97864548e-02 -2.00667456e-01 -8.62699136e-02 -1.89314211e-02
1.35459756e-02 1.27711812e-01]
[ -1.29846751e-01 -1.11178141e-02 -1.90714425e-01 1.60739336e-02
-3.09674666e-01 -1.04016806e-02 -6.08194282e-02 -2.18061475e-02
1.92718444e-02 8.58928342e-02]
[ 5.30150621e-02 1.80020354e-01 -3.19822680e-02 -1.16003081e-02
1.34345755e-01 2.23709782e-01 2.65692449e-01 1.10612638e-01
-9.45568943e-02 -2.35481821e-01]
[ 8.22456626e-02 -6.00845264e-02 2.11687131e-02 6.49969027e-02
1.93736461e-01 3.88318091e-02 1.74699550e-01 8.84845428e-02
1.30896916e-01 -2.16309072e-01]
[ 9.51961709e-02 -1.49444798e-01 1.31874051e-04 9.53007021e-03
2.78077020e-01 -2.94258380e-02 1.82035152e-01 4.56551121e-02
-2.73968262e-01 -7.84937749e-02]
[ -5.76151587e-02 -2.59344319e-01 4.65731395e-02 -4.93541549e-02
2.55194530e-01 -1.57279216e-01 2.53720161e-01 -8.50492464e-02
4.67119756e-02 2.43621406e-01]
[ -1.92211028e-01 -9.44585184e-02 1.02750619e-01 8.01279531e-02
5.05207242e-01 8.48968774e-02 9.27779932e-02 4.51154354e-02
6.63220528e-03 1.01087346e-02]
[ -6.37711505e-02 1.05344726e-01 3.18415526e-01 -5.30547602e-02
3.02744963e-02 -1.26163647e-01 2.50774066e-01 1.09147543e-02
-1.12679478e-01 1.78416525e-01]
[ -5.47562859e-02 -4.41340776e-03 -1.44645835e-01 -1.73479127e-05
1.54794451e-01 -2.70559484e-01 -5.45418377e-02 1.69566256e-01
6.56694032e-02 -8.08046279e-03]
[ 7.56603441e-02 1.26016114e-01 1.44155639e-01 -1.44251020e-01
1.13091962e-01 7.83012041e-02 -1.84992659e-02 2.88445369e-01
3.45978482e-02 1.06738575e-01]
[ 2.42223179e-01 1.53316002e-02 -1.38058045e-01 1.71187722e-01
-4.80823019e-01 -2.16866971e-01 -1.37664704e-01 1.85367851e-01
2.71813972e-01 -2.17409352e-01]
[ 3.85960301e-02 1.19617876e-01 2.46975456e-01 2.39127829e-01
-8.64987153e-03 -1.85507671e-01 -1.38876044e-01 -1.30157093e-01
-1.47817696e-01 -3.00352096e-01]
[ 5.18192618e-02 2.60239220e-02 -1.03338835e-01 -1.40010306e-02
1.20920213e-01 2.57162524e-02 -8.73601520e-02 -1.84329865e-01
6.54655940e-02 2.50964255e-01]
[ -1.14033911e-02 -8.56203785e-02 -7.13238870e-02 -6.74070080e-02
4.24048651e-02 -1.66689279e-01 1.23673336e-01 1.00346048e-02
2.53895946e-02 -7.58010651e-03]
[ 2.99621626e-03 -1.11935703e-02 2.33034047e-01 3.76038220e-02
-1.09449276e-01 -1.16804312e-01 1.98330418e-01 4.02804946e-02
-2.13993765e-01 7.46385340e-02]
[ 3.77042165e-02 -6.48537075e-02 9.25817405e-02 -4.09831262e-02
-8.61081908e-02 8.97579141e-02 1.70766629e-01 -2.71304069e-01
-5.40214075e-02 -1.36483843e-01]
[ -3.56238304e-02 1.20411740e-02 7.39054379e-02 -6.52899398e-02
7.95514776e-02 1.95469523e-01 1.71944366e-01 1.17666890e-01
-4.79869083e-02 1.45320839e-01]
[ 2.29067113e-01 7.12605465e-02 3.36630270e-02 9.29642352e-02
1.24466808e-02 -2.64201498e-02 -1.71972841e-01 1.47456636e-01
-4.50113309e-02 -1.54034345e-03]
[ -3.39568238e-02 -2.24298333e-01 -2.09371061e-02 -6.77835965e-02
-6.56407787e-02 -7.61610898e-02 8.02568008e-03 4.31040273e-02
3.95972633e-02 8.50871825e-02]
[ -1.48650376e-01 1.54936192e-01 2.29216597e-02 1.52518068e-01
-3.12358966e-01 -1.97545481e-01 -2.17208496e-01 -6.71265166e-02
7.88143176e-02 6.01377187e-02]
[ 1.50444141e-02 1.58371171e-01 -2.50149462e-02 1.89166986e-01
-1.04488890e-01 2.44924780e-02 -3.41075035e-02 1.58001676e-01
1.87401550e-02 2.61892836e-01]
[ 1.91478438e-01 1.09171105e-01 2.07604716e-01 3.69611467e-02
-4.78687194e-02 1.31379743e-01 2.80359381e-03 1.66581321e-01
1.57309769e-01 -3.88755676e-02]
[ -1.06586885e-01 1.23842347e-01 2.24378322e-01 -3.40420514e-02
1.30340954e-01 1.53960517e-01 7.31338779e-03 -1.34309558e-02
-7.16059075e-02 -2.27513319e-03]
[ -1.04522883e-01 -2.70947644e-02 2.12356591e-02 7.92886109e-02
-6.83494328e-03 1.22500021e-01 2.80872029e-01 2.07827749e-02
-2.85412568e-01 -1.06623077e-01]
[ -1.76476084e-01 1.03304883e-01 -7.11607613e-02 -2.84672495e-01
-1.99058680e-02 9.29134512e-02 -2.97600182e-02 1.01872719e-01
-1.63866888e-01 9.83466824e-02]
[ 9.37823706e-02 -1.26664757e-01 -8.43058721e-02 -4.40235258e-02
-2.27083473e-02 -2.50197899e-02 -8.66433109e-02 1.50591755e-01
-7.61161316e-02 -8.50218096e-02]
[ 1.53768929e-01 -1.15696361e-01 -1.36879171e-01 4.19647528e-04
1.39336261e-01 -6.14354524e-02 -6.25117126e-02 -1.46691523e-01
1.33037572e-01 -9.03580441e-02]
[ -1.32397702e-01 1.60003458e-01 2.49747085e-01 -4.53181595e-02
2.11010043e-01 1.02433420e-01 -1.00099147e-02 -2.96077278e-01
-1.41524542e-01 -7.49200617e-02]
[ -3.31502366e-01 1.97335485e-01 2.10153129e-02 5.59602591e-04
-1.14753856e-02 -1.83152749e-01 -1.51521339e-01 2.33508479e-01
-7.82680998e-02 1.26188053e-01]
[ 1.42231057e-01 1.25564947e-01 -2.44213203e-01 -1.06319990e-01
1.04688848e-01 -2.83120336e-01 -2.26171215e-03 -1.66201770e-01
-1.53356852e-02 -1.96369134e-01]
[ 2.15536412e-01 -1.04261605e-01 6.31944962e-02 -1.51505039e-02
-3.22140448e-02 -3.23120650e-02 -6.56099717e-02 -1.36699543e-01
1.13346951e-01 -1.63408350e-01]
[ -9.93155776e-02 1.18680538e-02 1.22758264e-01 1.19358529e-01
-6.55608550e-02 -1.12843654e-01 2.05380838e-01 -7.60755605e-02
1.90048236e-01 8.94087503e-03]
[ 1.97898025e-02 -9.39857189e-02 2.14909170e-01 -2.23344615e-01
7.11571262e-02 1.11317546e-01 -2.88115409e-02 -1.10293172e-01
3.10709647e-02 2.62725860e-01]]
[[ 0.2492994 ]
[ 0.79495495]
[ 0.16445451]
[ 0.30115428]
[-1.24075758]
[-0.21563872]
[-0.85133482]
[-0.04368069]
[ 0.19524021]
[ 0.45107132]]
Progress: 4.8% ... Training loss: 0.583 ... Validation loss: 0.951[[ 1.23917333e-01 2.55008366e-01 -1.35945178e-01 6.66540809e-02
-6.19083073e-01 -3.95722560e-02 -1.07200867e-01 1.32502665e-01
-1.30238334e-01 1.80680804e-01]
[ 2.09377112e-02 1.93883232e-01 -1.69427411e-02 4.67319377e-02
7.26606160e-02 -8.49231805e-03 2.77687650e-01 4.14652350e-02
1.43858936e-01 -1.86157918e-02]
[ 2.33412307e-01 4.84893164e-01 5.12168230e-02 2.04000400e-01
-2.56032536e-01 -9.76063716e-02 -6.84418954e-01 -3.33978520e-02
1.57284571e-01 4.63205424e-01]
[ -6.95833917e-02 -4.56000384e-01 -2.68507046e-01 -7.42510676e-02
4.31462046e-01 2.02711022e-01 3.34915560e-01 5.84129663e-02
-3.14792504e-02 -4.39788840e-02]
[ -1.87801564e-03 2.22140204e-01 -1.48110591e-01 4.85502733e-02
8.77463444e-02 -1.75916675e-01 -3.48790832e-02 -1.18778060e-01
-2.03326666e-01 6.96005425e-02]
[ -3.59604283e-01 -2.69914114e-01 -2.92907664e-01 1.20230531e-01
1.87159647e-01 6.75074116e-02 -4.80248305e-03 -3.18205504e-02
-2.94822309e-02 1.66316324e-02]
[ 3.34984328e-03 -8.79789410e-02 1.49279154e-02 1.14695409e-01
-2.14866169e-01 -7.77808420e-02 1.16149934e-01 -1.88206494e-01
1.88244428e-01 6.93622705e-02]
[ 1.26689115e-01 -1.23947469e-01 3.71313643e-02 -5.14153027e-02
8.22404125e-02 -4.99234168e-02 -7.32760527e-02 1.23723042e-01
7.34244008e-02 2.14655559e-02]
[ -1.50673168e-01 -7.47306632e-04 -2.99557136e-01 8.70177970e-03
-1.40527678e-01 6.41342348e-02 -3.07731235e-01 -2.40845620e-02
2.83668974e-01 -8.61918939e-02]
[ 3.25296194e-02 -1.90956147e-01 7.21994041e-02 -8.77928006e-03
1.43300016e-01 -7.77378167e-02 -2.26124771e-02 -9.11037453e-02
-4.67362392e-02 1.34916643e-01]
[ -6.85835086e-02 1.60931499e-01 3.12414425e-03 -1.48528607e-01
-5.63778900e-02 2.48458631e-02 2.41521485e-02 -1.00169459e-01
-1.53746054e-02 -1.07507529e-01]
[ -5.18237305e-02 1.40589712e-01 -4.37886292e-02 6.43889151e-02
9.84842494e-02 7.04753737e-02 -1.80085401e-01 -1.52524376e-02
-1.10486317e-01 -1.16566549e-01]
[ -1.55517551e-01 7.46252512e-03 6.26834706e-02 2.38978096e-02
-1.77628790e-01 -2.20539039e-01 -1.82192829e-01 -1.96914999e-01
8.88733526e-02 1.76561354e-01]
[ -2.05221673e-01 -9.17575313e-02 1.23616145e-01 2.78549844e-01
-1.65313719e-01 -8.48334999e-02 -1.62813134e-01 -2.54139486e-01
-2.01760383e-01 2.30735852e-02]
[ 1.07212701e-01 -4.29818285e-02 -2.33250025e-02 9.82552251e-02
2.09359255e-02 -7.18547184e-02 1.09818883e-01 5.74005453e-03
1.52644342e-02 6.85356953e-03]
[ 1.53258701e-02 -7.57770675e-02 -2.21145000e-01 1.17586088e-01
1.03010884e-02 1.05254964e-01 -4.16646675e-02 -1.77879156e-02
-1.20494906e-01 -3.32519158e-02]
[ -1.29140208e-01 -5.01349531e-02 -2.07229477e-01 1.47958177e-01
-4.40545631e-02 1.37817672e-01 1.41682756e-02 -2.50326787e-01
5.80676915e-02 -2.07766562e-01]
[ -7.63864142e-02 -3.99889210e-02 2.73954547e-01 9.41054664e-02
1.15787531e-01 -5.82880011e-02 -1.32673522e-01 1.22447483e-01
6.36141584e-02 3.17301210e-02]
[ 8.07756130e-02 9.73298581e-02 1.03327762e-01 1.31858899e-01
-9.46672418e-02 -4.35919927e-02 1.50139489e-01 1.17163626e-01
-8.62683634e-03 -8.84456668e-03]
[ 1.77924115e-02 -1.02385956e-01 -2.83280640e-01 -3.04065383e-02
1.77070003e-01 -1.01342009e-01 1.22622199e-01 1.62728817e-01
1.17375211e-01 -5.98347451e-03]
[ 5.50099365e-02 4.95074092e-02 -1.18642457e-01 4.35403174e-02
-1.16436725e-01 3.25963782e-01 2.12834270e-01 2.05762493e-01
-1.68722501e-01 -4.25953674e-02]
[ 1.10873575e-03 -3.19404084e-02 1.16200878e-01 1.00359824e-01
-5.44051238e-03 1.16749891e-01 -2.10149965e-01 -3.60269571e-02
2.02527175e-01 8.14531313e-02]
[ 1.02045856e-01 7.01862844e-02 -5.33291342e-02 -1.12830249e-01
-9.50612687e-02 -3.25294344e-01 1.12594710e-01 9.60866786e-03
1.36398172e-01 8.19906160e-02]
[ -9.89381548e-02 2.03591759e-02 -1.57094394e-02 2.17818609e-02
1.75128553e-02 -2.01063318e-01 -8.77205876e-02 -1.90140267e-02
1.38981039e-02 1.28417338e-01]
[ -1.29876486e-01 -1.11934604e-02 -1.90738137e-01 1.60288028e-02
-3.09447429e-01 -1.03691898e-02 -6.07289556e-02 -2.17990987e-02
1.92388170e-02 8.58201978e-02]
[ 5.26139051e-02 1.78720438e-01 -3.22509237e-02 -1.20935660e-02
1.36314754e-01 2.24052128e-01 2.67069532e-01 1.10682256e-01
-9.48744343e-02 -2.36196244e-01]
[ 8.13326758e-02 -6.31212046e-02 2.05327096e-02 6.38223262e-02
1.98331110e-01 3.96703177e-02 1.77892847e-01 8.86535484e-02
1.30153126e-01 -2.18039533e-01]
[ 9.49225226e-02 -1.50249260e-01 -5.18809038e-05 9.20121758e-03
2.79222084e-01 -2.91965241e-02 1.82932103e-01 4.57008780e-02
-2.74183650e-01 -7.89981845e-02]
[ -5.85029663e-02 -2.62025604e-01 4.59789397e-02 -5.04725833e-02
2.59530896e-01 -1.56500868e-01 2.56705966e-01 -8.48897777e-02
4.60158477e-02 2.42060451e-01]
[ -1.92675530e-01 -9.59676806e-02 1.02443923e-01 7.95478166e-02
5.07560221e-01 8.53044279e-02 9.43036964e-02 4.51995239e-02
6.27710089e-03 9.31351796e-03]
[ -6.46860245e-02 1.02311266e-01 3.17808529e-01 -5.41914540e-02
3.48826881e-02 -1.25358731e-01 2.54016764e-01 1.10755490e-02
-1.13398239e-01 1.76796939e-01]
[ -5.48654465e-02 -4.76086863e-03 -1.44717667e-01 -1.48846031e-04
1.55334542e-01 -2.70464991e-01 -5.42252564e-02 1.69582726e-01
6.55862015e-02 -8.25798890e-03]
[ 7.55179516e-02 1.25503145e-01 1.44065727e-01 -1.44417169e-01
1.13821054e-01 7.84320289e-02 -1.79861059e-02 2.88467422e-01
3.44936777e-02 1.06481394e-01]
[ 2.43367719e-01 1.88161333e-02 -1.37303583e-01 1.72639247e-01
-4.86497637e-01 -2.17896719e-01 -1.41480736e-01 1.85157780e-01
2.72720012e-01 -2.15414724e-01]
[ 3.88498635e-02 1.20373769e-01 2.47154677e-01 2.39452392e-01
-9.95214672e-03 -1.85740730e-01 -1.39708853e-01 -1.30203916e-01
-1.47610521e-01 -2.99879665e-01]
[ 5.16432078e-02 2.55350489e-02 -1.03452013e-01 -1.42266922e-02
1.21772202e-01 2.58719047e-02 -8.69082320e-02 -1.84294760e-01
6.53311783e-02 2.50696328e-01]
[ -1.13290812e-02 -8.53502515e-02 -7.12945385e-02 -6.73405435e-02
4.20513874e-02 -1.66733540e-01 1.23356409e-01 1.00260374e-02
2.54323627e-02 -7.45724392e-03]
[ 3.04287213e-03 -1.10158100e-02 2.33066414e-01 3.76734084e-02
-1.09727964e-01 -1.16858875e-01 1.98162285e-01 4.02706186e-02
-2.13963716e-01 7.47394371e-02]
[ 3.77066755e-02 -6.47711720e-02 9.25986097e-02 -4.09531407e-02
-8.61458165e-02 8.97394881e-02 1.70717627e-01 -2.71310308e-01
-5.40061000e-02 -1.36503387e-01]
[ -3.59408785e-02 1.15012043e-02 7.36847872e-02 -6.56797851e-02
8.05449598e-02 1.95725004e-01 1.72570854e-01 1.17725585e-01
-4.82485260e-02 1.44934890e-01]
[ 2.29183125e-01 7.13987870e-02 3.37339828e-02 9.30724857e-02
1.23732916e-02 -2.65038842e-02 -1.72170955e-01 1.47437370e-01
-4.49286595e-02 -1.41417595e-03]
[ -3.38140151e-02 -2.23712541e-01 -2.08404031e-02 -6.75915545e-02
-6.63754839e-02 -7.62967129e-02 7.53421343e-03 4.30776296e-02
3.97163853e-02 8.53597698e-02]
[ -1.48551038e-01 1.55254513e-01 2.30058939e-02 1.52644746e-01
-3.12660942e-01 -1.97632218e-01 -2.17486643e-01 -6.71455365e-02
7.88947704e-02 6.03218798e-02]
[ 1.56804134e-02 1.60127007e-01 -2.45472206e-02 1.89996899e-01
-1.06974283e-01 2.38584282e-02 -3.57918406e-02 1.57873629e-01
1.93127232e-02 2.62954964e-01]
[ 1.91732927e-01 1.09831052e-01 2.07771985e-01 3.72466895e-02
-4.89743713e-02 1.31171223e-01 2.10174089e-03 1.66538098e-01
1.57513355e-01 -3.84793649e-02]
[ -1.06404587e-01 1.24423289e-01 2.24498280e-01 -3.38148636e-02
1.29440789e-01 1.53798260e-01 6.71717428e-03 -1.34631615e-02
-7.14583007e-02 -1.94403878e-03]
[ -1.04517091e-01 -2.72183612e-02 2.12430916e-02 7.93066396e-02
-6.72281537e-03 1.22494148e-01 2.80972792e-01 2.07800676e-02
-2.85404278e-01 -1.06601106e-01]
[ -1.76466607e-01 1.03334805e-01 -7.11554179e-02 -2.84661031e-01
-1.99541629e-02 9.29049139e-02 -2.98019367e-02 1.01871009e-01
-1.63859492e-01 9.83708181e-02]
[ 9.36495468e-02 -1.27094272e-01 -8.43820859e-02 -4.41836985e-02
-2.20462379e-02 -2.49083543e-02 -8.61798784e-02 1.50614809e-01
-7.62135768e-02 -8.52661734e-02]
[ 1.53601467e-01 -1.16220471e-01 -1.36984701e-01 2.20140072e-04
1.40130776e-01 -6.12951957e-02 -6.17175270e-02 -1.46666438e-01
1.32896865e-01 -9.06839882e-02]
[ -1.32509786e-01 1.59570140e-01 2.49700270e-01 -4.53996861e-02
2.11393397e-01 1.02495837e-01 -9.73161955e-03 -2.96070732e-01
-1.41570591e-01 -7.51643649e-02]
[ -3.32140360e-01 1.95636303e-01 2.06024600e-02 -2.23628914e-04
-8.88740327e-03 -1.82624658e-01 -1.49664234e-01 2.33618013e-01
-7.87669577e-02 1.25214189e-01]
[ 1.41999354e-01 1.24865950e-01 -2.44374548e-01 -1.06608351e-01
1.05704174e-01 -2.82941729e-01 -1.44483679e-03 -1.66164415e-01
-1.55268090e-02 -1.96783891e-01]
[ 2.14879586e-01 -1.06662552e-01 6.27528731e-02 -1.60077665e-02
-2.78395674e-02 -3.17361932e-02 -6.29669969e-02 -1.36577631e-01
1.12857512e-01 -1.64686487e-01]
[ -9.95795895e-02 1.09963467e-02 1.22586992e-01 1.19027522e-01
-6.40341939e-02 -1.12639106e-01 2.06193944e-01 -7.60317335e-02
1.89849608e-01 8.53754163e-03]
[ 2.00954426e-02 -9.33249574e-02 2.15112402e-01 -2.22967760e-01
7.00736907e-02 1.11071237e-01 -2.94951551e-02 -1.10347466e-01
3.13312403e-02 2.63197931e-01]]
[[ 0.23273521]
[ 0.77947653]
[ 0.14868222]
[ 0.28678288]
[-1.25624357]
[-0.22847863]
[-0.86420289]
[-0.0583242 ]
[ 0.17880092]
[ 0.43127199]]
Progress: 4.8% ... Training loss: 0.585 ... Validation loss: 0.993[[ 1.24530268e-01 2.56061498e-01 -1.35565852e-01 6.73466911e-02
-6.21039131e-01 -4.01887680e-02 -1.08603742e-01 1.32324203e-01
-1.29768028e-01 1.81445622e-01]
[ 2.13834461e-02 1.95089695e-01 -1.66495951e-02 4.72779800e-02
7.03608331e-02 -8.93204447e-03 2.76259120e-01 4.13502554e-02
1.44209307e-01 -1.78922286e-02]
[ 2.34220465e-01 4.86883926e-01 5.16829102e-02 2.04793607e-01
-2.58230636e-01 -9.82150955e-02 -6.86148337e-01 -3.35919746e-02
1.57780741e-01 4.64213452e-01]
[ -6.80207901e-02 -4.51290797e-01 -2.67462072e-01 -7.22482239e-02
4.22300826e-01 2.01149705e-01 3.29020446e-01 5.80206860e-02
-3.02372240e-02 -4.10464797e-02]
[ -2.58534362e-03 2.20156759e-01 -1.48521540e-01 4.77087874e-02
9.13962728e-02 -1.75333887e-01 -3.21702287e-02 -1.18608458e-01
-2.03839709e-01 6.82718778e-02]
[ -3.59127833e-01 -2.68706081e-01 -2.92612679e-01 1.20848124e-01
1.84921809e-01 6.70189850e-02 -6.24321740e-03 -3.19457973e-02
-2.91000414e-02 1.74345432e-02]
[ 2.83545572e-03 -8.97084342e-02 1.45888362e-02 1.14047013e-01
-2.12060796e-01 -7.73171839e-02 1.18347501e-01 -1.88098657e-01
1.87858781e-01 6.83358007e-02]
[ 1.26893158e-01 -1.23804573e-01 3.72339610e-02 -5.12635879e-02
8.20596235e-02 -5.00726820e-02 -7.33850625e-02 1.23673166e-01
7.35460275e-02 2.15325050e-02]
[ -1.49567516e-01 2.50727052e-03 -2.98843137e-01 1.00691691e-02
-1.46012165e-01 6.30477795e-02 -3.11479556e-01 -2.43653777e-02
2.84514882e-01 -8.42108531e-02]
[ 3.25194956e-02 -1.91065721e-01 7.21864253e-02 -8.84564242e-03
1.44146259e-01 -7.77239294e-02 -2.17600134e-02 -9.11180480e-02
-4.67411629e-02 1.34677316e-01]
[ -6.73436918e-02 1.63862279e-01 3.89585011e-03 -1.47002560e-01
-6.23226020e-02 2.35921213e-02 2.04735635e-02 -1.00498299e-01
-1.44187123e-02 -1.05489417e-01]
[ -5.17816655e-02 1.40644519e-01 -4.37748550e-02 6.44175311e-02
9.84849755e-02 7.04547392e-02 -1.80359778e-01 -1.52573947e-02
-1.10473209e-01 -1.16520904e-01]
[ -1.55517551e-01 7.46252512e-03 6.26834706e-02 2.38978096e-02
-1.77628790e-01 -2.20539039e-01 -1.82192829e-01 -1.96914999e-01
8.88733526e-02 1.76561354e-01]
[ -2.04869493e-01 -9.07902460e-02 1.23834581e-01 2.78998284e-01
-1.67107131e-01 -8.51777768e-02 -1.64076928e-01 -2.54230428e-01
-2.01477344e-01 2.36604599e-02]
[ 1.07526996e-01 -4.21564363e-02 -2.31258607e-02 9.86585558e-02
1.95190435e-02 -7.21880263e-02 1.08942446e-01 5.65697930e-03
1.55151372e-02 7.43750505e-03]
[ 1.50220534e-02 -7.66993083e-02 -2.21335608e-01 1.17221528e-01
1.17307342e-02 1.05523238e-01 -4.05480658e-02 -1.77140130e-02
-1.20718865e-01 -3.38127219e-02]
[ -1.29816509e-01 -5.22865607e-02 -2.07660827e-01 1.47108908e-01
-4.06935640e-02 1.38474852e-01 1.65191068e-02 -2.50169068e-01
5.75408910e-02 -2.09041309e-01]
[ -7.57795357e-02 -3.82091909e-02 2.74326245e-01 9.48502413e-02
1.12966965e-01 -5.88898784e-02 -1.34470915e-01 1.22287996e-01
6.40841811e-02 3.27759916e-02]
[ 8.01724303e-02 9.53813052e-02 1.02924736e-01 1.31071418e-01
-9.12656455e-02 -4.29850586e-02 1.52273032e-01 1.17323164e-01
-9.11054913e-03 -9.95579215e-03]
[ 1.78322674e-02 -1.02283884e-01 -2.83262599e-01 -3.03770551e-02
1.76796780e-01 -1.01354732e-01 1.22326540e-01 1.62719968e-01
1.17393766e-01 -5.95874220e-03]
[ 5.48021490e-02 4.86582106e-02 -1.18782121e-01 4.32639362e-02
-1.14995136e-01 3.26179192e-01 2.13788019e-01 2.05814721e-01
-1.68890064e-01 -4.30125445e-02]
[ 1.98661102e-03 -2.96036074e-02 1.16769571e-01 1.01402413e-01
-9.18801915e-03 1.15889774e-01 -2.12505162e-01 -3.62566486e-02
2.03191627e-01 8.28179047e-02]
[ 1.02883384e-01 7.28292317e-02 -5.27978230e-02 -1.11796981e-01
-9.94799781e-02 -3.26091906e-01 1.09680133e-01 9.40155522e-03
1.37024228e-01 8.34844966e-02]
[ -9.89721690e-02 2.02390266e-02 -1.57365039e-02 2.17408604e-02
1.76842125e-02 -2.01031561e-01 -8.76266416e-02 -1.90057081e-02
1.38804196e-02 1.28348768e-01]
[ -1.29808238e-01 -1.09799259e-02 -1.90681245e-01 1.61339099e-02
-3.09880059e-01 -1.04593704e-02 -6.09750680e-02 -2.18197471e-02
1.93097867e-02 8.59770878e-02]
[ 5.22703353e-02 1.77598793e-01 -3.24729294e-02 -1.25112633e-02
1.38167336e-01 2.24383251e-01 2.68397269e-01 1.10767902e-01
-9.51351173e-02 -2.36841193e-01]
[ 8.08356890e-02 -6.47429026e-02 2.02000379e-02 6.31874713e-02
2.00957002e-01 4.01533256e-02 1.79770126e-01 8.87849926e-02
1.29768107e-01 -2.19001117e-01]
[ 9.47755070e-02 -1.50775881e-01 -1.41859513e-04 9.00549312e-03
2.80028200e-01 -2.90442858e-02 1.83523045e-01 4.57392040e-02
-2.74303869e-01 -7.92890740e-02]
[ -5.87142875e-02 -2.62674521e-01 4.58473187e-02 -5.07363045e-02
2.60611308e-01 -1.56300158e-01 2.57437512e-01 -8.48391320e-02
4.58546083e-02 2.41696962e-01]
[ -1.92938927e-01 -9.68081289e-02 1.02269229e-01 7.92096303e-02
5.08870818e-01 8.55745572e-02 9.52401956e-02 4.52650651e-02
6.07393160e-03 8.81400967e-03]
[ -6.48550304e-02 1.01778984e-01 3.17697179e-01 -5.44057856e-02
3.57799458e-02 -1.25193867e-01 2.54638150e-01 1.11176578e-02
-1.13529975e-01 1.76488086e-01]
[ -5.52689097e-02 -6.05872793e-03 -1.44968534e-01 -6.45028140e-04
1.57396704e-01 -2.70079563e-01 -5.27545436e-02 1.69680931e-01
6.52809259e-02 -8.98629599e-03]
[ 7.57526574e-02 1.26205513e-01 1.44240323e-01 -1.44089042e-01
1.12401555e-01 7.81616573e-02 -1.88046475e-02 2.88399946e-01
3.47055452e-02 1.06973152e-01]
[ 2.43738127e-01 1.98148378e-02 -1.37074017e-01 1.73097964e-01
-4.88410374e-01 -2.18264807e-01 -1.42777826e-01 1.85063545e-01
2.73007308e-01 -2.14802665e-01]
[ 3.91361848e-02 1.21342191e-01 2.47344064e-01 2.39808348e-01
-1.13345193e-02 -1.86033410e-01 -1.40785094e-01 -1.30276719e-01
-1.47385550e-01 -2.99371385e-01]
[ 5.15837141e-02 2.54502330e-02 -1.03504215e-01 -1.43135247e-02
1.22099345e-01 2.59200173e-02 -8.69072327e-02 -1.84277867e-01
6.52598734e-02 2.50615792e-01]
[ -1.10047947e-02 -8.45010471e-02 -7.10911577e-02 -6.69406154e-02
4.03010524e-02 -1.67060670e-01 1.22318741e-01 9.94208294e-03
2.56877914e-02 -6.88788904e-03]
[ 3.35193708e-03 -1.00070981e-02 2.33270753e-01 3.80785148e-02
-1.11397841e-01 -1.17171012e-01 1.97177101e-01 4.01875833e-02
-2.13717448e-01 7.52991070e-02]
[ 3.78284143e-02 -6.43553680e-02 9.26768343e-02 -4.08006553e-02
-8.68118729e-02 8.96235803e-02 1.70265359e-01 -2.71339910e-01
-5.39177554e-02 -1.36264917e-01]
[ -3.59034585e-02 1.16265638e-02 7.37076578e-02 -6.56387324e-02
8.03964010e-02 1.95692903e-01 1.72450806e-01 1.17716450e-01
-4.82203363e-02 1.44975354e-01]
[ 2.29042171e-01 7.09070902e-02 3.36392746e-02 9.28872351e-02
1.31132461e-02 -2.63630303e-02 -1.71638140e-01 1.47474769e-01
-4.50396707e-02 -1.68871517e-03]
[ -3.34779250e-02 -2.22693806e-01 -2.06214289e-02 -6.71793365e-02
-6.81023277e-02 -7.66208120e-02 6.32051512e-03 4.29940420e-02
3.99724230e-02 8.59709376e-02]
[ -1.47717799e-01 1.57550215e-01 2.35244160e-02 1.53623865e-01
-3.15977376e-01 -1.98400280e-01 -2.19630200e-01 -6.73571011e-02
7.95226658e-02 6.16452889e-02]
[ 1.65683001e-02 1.62578824e-01 -2.39855173e-02 1.91077124e-01
-1.11217560e-01 2.29999057e-02 -3.85585362e-02 1.57646210e-01
1.99841187e-02 2.64435309e-01]
[ 1.92047802e-01 1.10766317e-01 2.07968323e-01 3.76555798e-02
-5.02659327e-02 1.30840692e-01 1.19420765e-03 1.66449202e-01
1.57769261e-01 -3.79147766e-02]
[ -1.06357687e-01 1.24569029e-01 2.24528404e-01 -3.37568684e-02
1.29228011e-01 1.53752899e-01 6.55855020e-03 -1.34746590e-02
-7.14227466e-02 -1.86680172e-03]
[ -1.04334976e-01 -2.66289953e-02 2.13641760e-02 7.95480481e-02
-7.70404400e-03 1.22313597e-01 2.80316970e-01 2.07308120e-02
-2.85255178e-01 -1.06260597e-01]
[ -1.76664010e-01 1.02712032e-01 -7.12972290e-02 -2.84934856e-01
-1.88916380e-02 9.31164592e-02 -2.92681741e-02 1.01927158e-01
-1.64025814e-01 9.80303896e-02]
[ 9.30688665e-02 -1.28934704e-01 -8.47567851e-02 -4.49100204e-02
-1.91870629e-02 -2.43313139e-02 -8.42710848e-02 1.50756812e-01
-7.66717745e-02 -8.63659702e-02]
[ 1.53419405e-01 -1.16845928e-01 -1.37117978e-01 -5.25217827e-05
1.41069008e-01 -6.10788971e-02 -6.12987941e-02 -1.46610903e-01
1.32725787e-01 -9.10326587e-02]
[ -1.32223401e-01 1.60364970e-01 2.49888144e-01 -4.50444158e-02
2.09735100e-01 1.02201065e-01 -1.07114290e-02 -2.96153969e-01
-1.41347938e-01 -7.47839969e-02]
[ -3.32653857e-01 1.93946498e-01 2.02842480e-02 -8.33298947e-04
-6.26196252e-03 -1.82187487e-01 -1.47659455e-01 2.33739597e-01
-7.91247904e-02 1.24316025e-01]
[ 1.42411381e-01 1.26154579e-01 -2.44102773e-01 -1.06079588e-01
1.03669113e-01 -2.83344033e-01 -2.79607214e-03 -1.66278334e-01
-1.52094090e-02 -1.96027309e-01]
[ 2.15327909e-01 -1.05702457e-01 6.30047393e-02 -1.54567065e-02
-2.96980638e-02 -3.21772663e-02 -6.41120983e-02 -1.36695836e-01
1.13216534e-01 -1.64012246e-01]
[ -9.89801913e-02 1.25309174e-02 1.22959085e-01 1.19688166e-01
-6.59271712e-02 -1.13199275e-01 2.04740044e-01 -7.61850770e-02
1.90268635e-01 9.40181224e-03]
[ 2.03166272e-02 -9.27118055e-02 2.15252785e-01 -2.22692866e-01
6.88571073e-02 1.10855596e-01 -3.00891194e-02 -1.10403981e-01
3.15061289e-02 2.63593734e-01]]
[[ 0.24415654]
[ 0.79126095]
[ 0.15989507]
[ 0.29923962]
[-1.24787321]
[-0.21779292]
[-0.855653 ]
[-0.04756823]
[ 0.19464835]
[ 0.4450161 ]]
Progress: 4.9% ... Training loss: 0.579 ... Validation loss: 0.957[[ 1.23037044e-01 2.51506999e-01 -1.36533760e-01 6.55680163e-02
-6.13621653e-01 -3.88886780e-02 -1.03031114e-01 1.32601558e-01
-1.30924090e-01 1.78715057e-01]
[ 2.15731839e-02 1.95584576e-01 -1.65263142e-02 4.75182399e-02
6.94287739e-02 -9.10447831e-03 2.75649186e-01 4.13123936e-02
1.44355607e-01 -1.75427979e-02]
[ 2.33491657e-01 4.85215880e-01 5.12288272e-02 2.03900986e-01
-2.54822639e-01 -9.75769738e-02 -6.83666812e-01 -3.34429703e-02
1.57171988e-01 4.63015459e-01]
[ -6.83456319e-02 -4.52774292e-01 -2.67712155e-01 -7.26241549e-02
4.23732046e-01 2.01495503e-01 3.30112767e-01 5.80761925e-02
-3.05079994e-02 -4.15632979e-02]
[ -3.56086639e-03 2.17339828e-01 -1.49217495e-01 4.65006476e-02
9.65935794e-02 -1.74486466e-01 -2.88983208e-02 -1.18413880e-01
-2.04634565e-01 6.65926461e-02]
[ -3.59777292e-01 -2.70825752e-01 -2.93035530e-01 1.20056018e-01
1.88306508e-01 6.75898323e-02 -3.95431768e-03 -3.18220421e-02
-2.95956790e-02 1.62645371e-02]
[ 1.36240447e-03 -9.39413645e-02 1.36402371e-02 1.12232135e-01
-2.04966948e-01 -7.60398570e-02 1.23377397e-01 -1.87805616e-01
1.86683785e-01 6.57750283e-02]
[ 1.26339232e-01 -1.25363031e-01 3.69096769e-02 -5.18872888e-02
8.48921767e-02 -4.96146894e-02 -7.12488643e-02 1.23772712e-01
7.31374696e-02 2.05767769e-02]
[ -1.49122407e-01 3.84804690e-03 -2.98562937e-01 1.06278804e-02
-1.48107818e-01 6.26422446e-02 -3.12992243e-01 -2.44552181e-02
2.84852060e-01 -8.34023583e-02]
[ 3.08148149e-02 -1.96127254e-01 7.11024225e-02 -1.09346254e-02
1.52949264e-01 -7.62414409e-02 -1.54730530e-02 -9.07864224e-02
-4.80773152e-02 1.31675671e-01]
[ -6.75654662e-02 1.63239662e-01 3.76137587e-03 -1.47234394e-01
-6.14176869e-02 2.37466850e-02 2.11513464e-02 -1.00462651e-01
-1.45952114e-02 -1.05868677e-01]
[ -5.20865373e-02 1.39758386e-01 -4.39719124e-02 6.40663737e-02
9.99925041e-02 7.07183190e-02 -1.79382214e-01 -1.51981677e-02
-1.10702571e-01 -1.17018010e-01]
[ -1.55517551e-01 7.46252512e-03 6.26834706e-02 2.38978096e-02
-1.77628790e-01 -2.20539039e-01 -1.82192829e-01 -1.96914999e-01
8.88733526e-02 1.76561354e-01]
[ -2.04968929e-01 -9.10815348e-02 1.23788086e-01 2.78907251e-01
-1.66671699e-01 -8.51127836e-02 -1.63783796e-01 -2.54217748e-01
-2.01531447e-01 2.35041047e-02]
[ 1.07416769e-01 -4.26176665e-02 -2.32104020e-02 9.85086881e-02
2.02239200e-02 -7.20804803e-02 1.09437895e-01 5.68125410e-03
1.54185587e-02 7.20740899e-03]
[ 1.45444107e-02 -7.81472331e-02 -2.21652050e-01 1.16622693e-01
1.40790260e-02 1.05950437e-01 -3.89467890e-02 -1.76201003e-02
-1.21095097e-01 -3.46531860e-02]
[ -1.30040303e-01 -5.28259905e-02 -2.07808823e-01 1.46831472e-01
-3.97474251e-02 1.38656930e-01 1.71533872e-02 -2.50122195e-01
5.73592880e-02 -2.09416184e-01]
[ -7.63738904e-02 -3.98878016e-02 2.73940124e-01 9.41055865e-02
1.15784376e-01 -5.83576255e-02 -1.32366820e-01 1.22406352e-01
6.36140387e-02 3.17180235e-02]
[ 7.97549533e-02 9.41369057e-02 1.02687224e-01 1.30604787e-01
-8.90811601e-02 -4.26421608e-02 1.53795798e-01 1.17397057e-01
-9.42135325e-03 -1.05921895e-02]
[ 1.75613237e-02 -1.03131200e-01 -2.83433056e-01 -3.06949549e-02
1.78025049e-01 -1.01158066e-01 1.23179899e-01 1.62771835e-01
1.17185271e-01 -6.45378577e-03]
[ 5.43026778e-02 4.72588808e-02 -1.19116431e-01 4.26287063e-02
-1.12437316e-01 3.26651513e-01 2.15490038e-01 2.05918274e-01
-1.69316532e-01 -4.38531472e-02]
[ 1.96992802e-03 -2.98269034e-02 1.16762099e-01 1.01404633e-01
-8.77360776e-03 1.15897561e-01 -2.12061946e-01 -3.62598284e-02
2.03205314e-01 8.27300334e-02]
[ 1.03195371e-01 7.38059915e-02 -5.26004975e-02 -1.11416838e-01
-1.01053388e-01 -3.26360247e-01 1.08632671e-01 9.34071371e-03
1.37249493e-01 8.40400114e-02]
[ -9.88837936e-02 2.04629067e-02 -1.56780081e-02 2.18528339e-02
1.72702174e-02 -2.01113822e-01 -8.79466232e-02 -1.90234298e-02
1.39523484e-02 1.28486635e-01]
[ -1.29729897e-01 -1.06180239e-02 -1.90621253e-01 1.62491867e-02
-3.10314343e-01 -1.05418766e-02 -6.13149114e-02 -2.18369136e-02
1.93813180e-02 8.61253671e-02]
[ 5.19392693e-02 1.76545837e-01 -3.26906043e-02 -1.29190796e-02
1.39827921e-01 2.24676187e-01 2.69521550e-01 1.10833414e-01
-9.54018431e-02 -2.37448770e-01]
[ 8.04663164e-02 -6.58574052e-02 1.99545080e-02 6.27295050e-02
2.02760469e-01 4.04780687e-02 1.81079918e-01 8.88577604e-02
1.29476612e-01 -2.19680240e-01]
[ 9.46437268e-02 -1.51149716e-01 -2.32406546e-04 8.83649820e-03
2.80697899e-01 -2.89225114e-02 1.83968411e-01 4.57659178e-02
-2.74407111e-01 -7.95157068e-02]
[ -5.91069002e-02 -2.63961784e-01 4.55731908e-02 -5.12496169e-02
2.62704846e-01 -1.55937685e-01 2.58884136e-01 -8.47576352e-02
4.55264282e-02 2.40989679e-01]
[ -1.93840743e-01 -9.97396809e-02 1.01667214e-01 7.80686389e-02
5.13426196e-01 8.63968769e-02 9.83254673e-02 4.54433101e-02
5.35023871e-03 7.21862867e-03]
[ -6.54837944e-02 9.97985590e-02 3.17281947e-01 -5.52035219e-02
3.90259390e-02 -1.24627680e-01 2.56818067e-01 1.12447667e-02
-1.14041760e-01 1.75404287e-01]
[ -5.53205927e-02 -6.24230051e-03 -1.45005497e-01 -7.09230244e-04
1.57652211e-01 -2.70032909e-01 -5.25465146e-02 1.69690944e-01
6.52425672e-02 -9.08168465e-03]
[ 7.57531078e-02 1.26165304e-01 1.44252983e-01 -1.44057394e-01
1.12415636e-01 7.81380111e-02 -1.87852792e-02 2.88394462e-01
3.47177204e-02 1.07027493e-01]
[ 2.43902616e-01 2.03633456e-02 -1.36972737e-01 1.73302500e-01
-4.89084951e-01 -2.18415498e-01 -1.43413193e-01 1.85031773e-01
2.73129429e-01 -2.14465256e-01]
[ 3.94001272e-02 1.22223081e-01 2.47539134e-01 2.40175692e-01
-1.27899043e-02 -1.86299764e-01 -1.41802202e-01 -1.30334696e-01
-1.47152576e-01 -2.98893250e-01]
[ 5.16157985e-02 2.56395750e-02 -1.03465379e-01 -1.42361238e-02
1.21855978e-01 2.58643717e-02 -8.70148083e-02 -1.84291121e-01
6.53027847e-02 2.50630941e-01]
[ -1.08375733e-02 -8.40205877e-02 -7.09673767e-02 -6.67087107e-02
3.95726051e-02 -1.67204777e-01 1.21923902e-01 9.90521954e-03
2.58397986e-02 -6.67450963e-03]
[ 2.90425146e-03 -1.11838088e-02 2.33002409e-01 3.75323154e-02
-1.09280244e-01 -1.16775279e-01 1.98420381e-01 4.02769113e-02
-2.14074664e-01 7.45989822e-02]
[ 3.78114695e-02 -6.44192996e-02 9.26548628e-02 -4.08483795e-02
-8.65114359e-02 8.96498300e-02 1.70239709e-01 -2.71329900e-01
-5.39411760e-02 -1.36292184e-01]
[ -3.62507650e-02 1.07494163e-02 7.34705786e-02 -6.60748772e-02
8.20672334e-02 1.95994502e-01 1.73560827e-01 1.17787536e-01
-4.85080561e-02 1.44408520e-01]
[ 2.28992620e-01 7.07884856e-02 3.36278208e-02 9.28632488e-02
1.32945920e-02 -2.63380687e-02 -1.71397663e-01 1.47478061e-01
-4.50610509e-02 -1.76060481e-03]
[ -3.33198168e-02 -2.22210236e-01 -2.05136795e-02 -6.69786382e-02
-6.88408087e-02 -7.67609123e-02 5.90597928e-03 4.29601038e-02
4.01032798e-02 8.62287715e-02]
[ -1.47407912e-01 1.58458886e-01 2.37188561e-02 1.53983155e-01
-3.17219899e-01 -1.98658278e-01 -2.20511901e-01 -6.74122185e-02
7.97572421e-02 6.21636655e-02]
[ 1.70434583e-02 1.64120030e-01 -2.36562470e-02 1.91689497e-01
-1.13628577e-01 2.25616481e-02 -4.00923346e-02 1.57549390e-01
2.03889401e-02 2.65300836e-01]
[ 1.92516907e-01 1.12173221e-01 2.08269589e-01 3.82532255e-02
-5.25208828e-02 1.30405077e-01 -2.20056652e-04 1.66355319e-01
1.58134105e-01 -3.70771747e-02]
[ -1.06321546e-01 1.24689950e-01 2.24551895e-01 -3.37109015e-02
1.29024552e-01 1.53720346e-01 6.44326352e-03 -1.34819227e-02
-7.13936031e-02 -1.80153044e-03]
[ -1.04275858e-01 -2.64425688e-02 2.14033317e-02 7.96216665e-02
-7.98972916e-03 1.22260667e-01 2.80118481e-01 2.07191665e-02
-2.85208063e-01 -1.06148167e-01]
[ -1.76840360e-01 1.02238127e-01 -7.14105046e-02 -2.85152992e-01
-1.82870900e-02 9.32662959e-02 -2.87104870e-02 1.01960041e-01
-1.64166203e-01 9.77053529e-02]
[ 9.25467651e-02 -1.30577269e-01 -8.51051067e-02 -4.55612111e-02
-1.69067348e-02 -2.38682527e-02 -8.25602753e-02 1.50858874e-01
-7.70937279e-02 -8.73130992e-02]
[ 1.53503957e-01 -1.16582406e-01 -1.37036164e-01 5.95372925e-05
1.40946771e-01 -6.11783215e-02 -6.13295596e-02 -1.46628509e-01
1.32811952e-01 -9.09533468e-02]
[ -1.32481908e-01 1.59532314e-01 2.49706429e-01 -4.53904651e-02
2.11340528e-01 1.02447648e-01 -9.80974294e-03 -2.96102476e-01
-1.41579382e-01 -7.52145108e-02]
[ -3.33684306e-01 1.91065664e-01 1.96433267e-02 -2.04023497e-03
-1.73137985e-03 -1.81333516e-01 -1.44352574e-01 2.33935771e-01
-7.99396597e-02 1.22587872e-01]
[ 1.42388811e-01 1.26300376e-01 -2.44122263e-01 -1.06100736e-01
1.03436517e-01 -2.83335932e-01 -2.83657654e-03 -1.66275099e-01
-1.52200724e-02 -1.96050563e-01]
[ 2.15195927e-01 -1.06178143e-01 6.29076036e-02 -1.56446775e-02
-2.86914848e-02 -3.20474139e-02 -6.34953777e-02 -1.36667369e-01
1.13100776e-01 -1.64212298e-01]
[ -9.92995608e-02 1.15720554e-02 1.22749653e-01 1.19313811e-01
-6.45110621e-02 -1.12923076e-01 2.05751705e-01 -7.61230101e-02
1.90031167e-01 8.89898779e-03]
[ 1.97636253e-02 -9.45433706e-02 2.14904130e-01 -2.23340439e-01
7.18686902e-02 1.11340946e-01 -2.79124899e-02 -1.10301309e-01
3.10881512e-02 2.62521208e-01]]
[[ 0.22758593]
[ 0.77361243]
[ 0.14102476]
[ 0.27953008]
[-1.2677175 ]
[-0.23526907]
[-0.87491078]
[-0.06588002]
[ 0.17968499]
[ 0.42186731]]
Progress: 5.0% ... Training loss: 0.589 ... Validation loss: 1.012[[ 1.23459147e-01 2.52041072e-01 -1.36263209e-01 6.60276622e-02
-6.14760854e-01 -3.92588674e-02 -1.03628449e-01 1.32483194e-01
-1.30565129e-01 1.79329828e-01]
[ 2.15878239e-02 1.95632662e-01 -1.65162716e-02 4.75380611e-02
6.93442872e-02 -9.12024898e-03 2.75599064e-01 4.13077087e-02
1.44368300e-01 -1.75140204e-02]
[ 2.33379497e-01 4.85267934e-01 5.11711062e-02 2.03674334e-01
-2.53205958e-01 -9.73086066e-02 -6.82602570e-01 -3.34096804e-02
1.57043176e-01 4.62785485e-01]
[ -6.73723335e-02 -4.50162786e-01 -2.67083467e-01 -7.12476264e-02
4.17805987e-01 2.00432541e-01 3.26601812e-01 5.77850559e-02
-2.96861906e-02 -3.95215157e-02]
[ -3.72654124e-03 2.17576073e-01 -1.49295224e-01 4.63291541e-02
9.75076640e-02 -1.74439566e-01 -2.81353056e-02 -1.18410328e-01
-2.04690842e-01 6.59796826e-02]
[ -3.59026401e-01 -2.68714942e-01 -2.92547232e-01 1.21033686e-01
1.84217993e-01 6.67313130e-02 -6.39012703e-03 -3.20586319e-02
-2.89610002e-02 1.75848368e-02]
[ 1.59211632e-03 -9.32591172e-02 1.37515875e-02 1.12518186e-01
-2.05894242e-01 -7.62761156e-02 1.22688966e-01 -1.87874477e-01
1.86856436e-01 6.62544796e-02]
[ 1.26108570e-01 -1.26453072e-01 3.68104795e-02 -5.21816172e-02
8.68184709e-02 -4.93438400e-02 -6.98666938e-02 1.23825642e-01
7.29962132e-02 2.01368635e-02]
[ -1.48103680e-01 7.10913810e-03 -2.97954593e-01 1.18765071e-02
-1.53579875e-01 6.16090921e-02 -3.16467856e-01 -2.47450216e-02
2.85617060e-01 -8.16134387e-02]
[ 3.19085498e-02 -1.93461009e-01 7.17917623e-02 -9.61707056e-03
1.48203959e-01 -7.73480807e-02 -1.80874384e-02 -9.11111680e-02
-4.72066353e-02 1.33536558e-01]
[ -6.67973283e-02 1.65981969e-01 4.22979349e-03 -1.46223807e-01
-6.58199322e-02 2.29079512e-02 1.81490673e-02 -1.00703482e-01
-1.39663933e-02 -1.04418521e-01]
[ -5.21797423e-02 1.39313942e-01 -4.40208744e-02 6.39562502e-02
1.00578482e-01 7.08066116e-02 -1.78983233e-01 -1.51749153e-02
-1.10770996e-01 -1.17180296e-01]
[ -1.55517551e-01 7.46252512e-03 6.26834706e-02 2.38978096e-02
-1.77628790e-01 -2.20539039e-01 -1.82192829e-01 -1.96914999e-01
8.88733526e-02 1.76561354e-01]
[ -2.04769238e-01 -9.05364669e-02 1.23937750e-01 2.79204247e-01
-1.67974630e-01 -8.53647831e-02 -1.64575668e-01 -2.54287845e-01
-2.01342977e-01 2.39207425e-02]
[ 1.07582437e-01 -4.24045235e-02 -2.31050659e-02 9.87135843e-02
1.94268449e-02 -7.22796377e-02 1.09037351e-01 5.62987104e-03
1.55515625e-02 7.48485113e-03]
[ 1.50060081e-02 -7.66260040e-02 -2.21363774e-01 1.17185723e-01
1.16593827e-02 1.05472012e-01 -4.04267992e-02 -1.77553554e-02
-1.20722586e-01 -3.39073366e-02]
[ -1.30062527e-01 -5.26854292e-02 -2.07834866e-01 1.46807388e-01
-3.96425290e-02 1.38640683e-01 1.71536629e-02 -2.50125613e-01
5.73480460e-02 -2.09455802e-01]
[ -7.63054993e-02 -3.98383354e-02 2.73970729e-01 9.41958696e-02
1.15460181e-01 -5.84194809e-02 -1.32575816e-01 1.22393202e-01
6.36575860e-02 3.18738923e-02]
[ 7.98289234e-02 9.42416816e-02 1.02747557e-01 1.30726231e-01
-8.90324129e-02 -4.26937977e-02 1.53879370e-01 1.17360786e-01
-9.32777785e-03 -1.03892930e-02]
[ 1.74227572e-02 -1.03363425e-01 -2.83485606e-01 -3.08390048e-02
1.78574293e-01 -1.01037685e-01 1.23580374e-01 1.62802326e-01
1.17106341e-01 -6.62427113e-03]
[ 5.42746639e-02 4.67117153e-02 -1.19143609e-01 4.25310306e-02
-1.11603935e-01 3.26737729e-01 2.16096577e-01 2.05934656e-01
-1.69362197e-01 -4.40570079e-02]
[ 2.33466802e-03 -2.86372004e-02 1.16982114e-01 1.01834518e-01
-1.07652749e-02 1.15540713e-01 -2.13112475e-01 -3.63600317e-02
2.03447502e-01 8.34016997e-02]
[ 1.03537445e-01 7.48997591e-02 -5.24019746e-02 -1.10994302e-01
-1.02955522e-01 -3.26713613e-01 1.07328049e-01 9.24070997e-03
1.37512851e-01 8.46445676e-02]
[ -9.85713860e-02 2.15113725e-02 -1.54763170e-02 2.22569879e-02
1.56322195e-02 -2.01453757e-01 -8.92108155e-02 -1.91153690e-02
1.42173504e-02 1.29052790e-01]
[ -1.29760964e-01 -1.07807048e-02 -1.90661130e-01 1.61997904e-02
-3.10036539e-01 -1.04960853e-02 -6.11226914e-02 -2.18243913e-02
1.93465740e-02 8.60470163e-02]
[ 5.16695421e-02 1.75592761e-01 -3.28602992e-02 -1.32616852e-02
1.41344070e-01 2.24950629e-01 2.70536079e-01 1.10910987e-01
-9.56167198e-02 -2.37922252e-01]
[ 8.04663164e-02 -6.58574052e-02 1.99545080e-02 6.27295050e-02
2.02760469e-01 4.04780687e-02 1.81079918e-01 8.88577604e-02
1.29476612e-01 -2.19680240e-01]
[ 9.44293982e-02 -1.51935605e-01 -3.70440249e-04 8.54521288e-03
2.82015823e-01 -2.86780834e-02 1.84822371e-01 4.58342933e-02
-2.74589544e-01 -7.99279840e-02]
[ -5.92364308e-02 -2.64418187e-01 4.54909311e-02 -5.14116414e-02
2.63435034e-01 -1.55798362e-01 2.59415725e-01 -8.47193827e-02
4.54292273e-02 2.40795817e-01]
[ -1.94353486e-01 -1.01480038e-01 1.01345172e-01 7.74425401e-02
5.16250752e-01 8.69250693e-02 1.00216630e-01 4.55925179e-02
4.94350699e-03 6.32174063e-03]
[ -6.57142163e-02 9.89903842e-02 3.17130643e-01 -5.55030242e-02
4.03615890e-02 -1.24370559e-01 2.57755394e-01 1.13158520e-02
-1.14232482e-01 1.74955165e-01]
[ -5.55268714e-02 -7.06630246e-03 -1.45126684e-01 -9.67628729e-04
1.58905421e-01 -2.69820939e-01 -5.16830882e-02 1.69747622e-01
6.50846072e-02 -9.46533686e-03]
[ 7.59386075e-02 1.26677272e-01 1.44359022e-01 -1.43832034e-01
1.11419574e-01 7.79454146e-02 -1.93883416e-02 2.88341759e-01
3.48638303e-02 1.07367075e-01]
[ 2.43993043e-01 2.07841465e-02 -1.36887269e-01 1.73463595e-01
-4.89677065e-01 -2.18527285e-01 -1.43661818e-01 1.84990980e-01
2.73230754e-01 -2.14229706e-01]
[ 3.96919593e-02 1.23149865e-01 2.47746017e-01 2.40580078e-01
-1.44207405e-02 -1.86642569e-01 -1.43119864e-01 -1.30424555e-01
-1.46902494e-01 -2.98349662e-01]
[ 5.16436907e-02 2.58619515e-02 -1.03444978e-01 -1.41879737e-02
1.21612786e-01 2.58213061e-02 -8.72596342e-02 -1.84299731e-01
6.53299776e-02 2.50741119e-01]
[ -1.07756868e-02 -8.37688332e-02 -7.09092252e-02 -6.66132583e-02
3.92594954e-02 -1.67290362e-01 1.21718992e-01 9.87656065e-03
2.59033234e-02 -6.54947406e-03]
[ 3.11283518e-03 -1.05254442e-02 2.33143039e-01 3.78107038e-02
-1.10314066e-01 -1.16990496e-01 1.97721210e-01 4.02075135e-02
-2.13907340e-01 7.50027169e-02]
[ 3.77866987e-02 -6.44885264e-02 9.26403201e-02 -4.08811637e-02
-8.63668694e-02 8.96761829e-02 1.70334940e-01 -2.71323299e-01
-5.39584167e-02 -1.36343562e-01]
[ -3.64644741e-02 1.01091398e-02 7.33310165e-02 -6.63620807e-02
8.32116020e-02 1.96207037e-01 1.74260948e-01 1.17853151e-01
-4.86859979e-02 1.44029146e-01]
[ 2.29314187e-01 7.19670600e-02 3.38302975e-02 9.32335230e-02
1.14349768e-02 -2.66625322e-02 -1.72499047e-01 1.47386651e-01
-4.48083157e-02 -1.23478880e-03]
[ -3.29674267e-02 -2.21267735e-01 -2.02978225e-02 -6.65498970e-02
-7.07155555e-02 -7.71099273e-02 4.73973436e-03 4.28602365e-02
4.03762153e-02 8.68410632e-02]
[ -1.45978901e-01 1.62512434e-01 2.45445591e-02 1.55673512e-01
-3.23777398e-01 -2.00040071e-01 -2.24706884e-01 -6.78076723e-02
8.08571298e-02 6.45494233e-02]
[ 1.75468474e-02 1.65612691e-01 -2.33366994e-02 1.92329465e-01
-1.16443257e-01 2.20333259e-02 -4.19476734e-02 1.57397235e-01
2.07903520e-02 2.66221503e-01]
[ 1.92720743e-01 1.12828265e-01 2.08410501e-01 3.85379193e-02
-5.37900882e-02 1.30168770e-01 -9.50089164e-04 1.66287687e-01
1.58310245e-01 -3.66883067e-02]
[ -1.06121901e-01 1.25599315e-01 2.24666748e-01 -3.34498929e-02
1.27908195e-01 1.53498530e-01 5.63313660e-03 -1.35509810e-02
-7.12362006e-02 -1.44234077e-03]
[ -1.04247932e-01 -2.63681448e-02 2.14195223e-02 7.96549075e-02
-8.13185662e-03 1.22232947e-01 2.80016904e-01 2.07117837e-02
-2.85187159e-01 -1.06099051e-01]
[ -1.76840581e-01 1.02251498e-01 -7.14085191e-02 -2.85153681e-01
-1.83193093e-02 9.32572628e-02 -2.86776040e-02 1.01958395e-01
-1.64157220e-01 9.77032992e-02]
[ 9.22132793e-02 -1.31647294e-01 -8.53127833e-02 -4.59637159e-02
-1.52593320e-02 -2.35501706e-02 -8.14202442e-02 1.50957787e-01
-7.73635050e-02 -8.79216265e-02]
[ 1.54254411e-01 -1.14166554e-01 -1.36558559e-01 1.00241535e-03
1.37135903e-01 -6.19539581e-02 -6.39147456e-02 -1.46856957e-01
1.33394898e-01 -8.95918892e-02]
[ -1.32205551e-01 1.60216604e-01 2.49876479e-01 -4.50587424e-02
2.10105944e-01 1.02172073e-01 -1.06491137e-02 -2.96189112e-01
-1.41344392e-01 -7.47978101e-02]
[ -3.33773076e-01 1.90576080e-01 1.96123646e-02 -2.11914937e-03
-1.03744993e-03 -1.81262836e-01 -1.43839774e-01 2.33952559e-01
-7.99867836e-02 1.22407354e-01]
[ 1.43233185e-01 1.28929081e-01 -2.43655644e-01 -1.05089410e-01
9.93350457e-02 -2.84190254e-01 -5.47775722e-03 -1.66512646e-01
-1.45745368e-02 -1.94525395e-01]
[ 2.15174527e-01 -1.06275990e-01 6.29252372e-02 -1.56124253e-02
-2.86330466e-02 -3.20628656e-02 -6.33881564e-02 -1.36675711e-01
1.13114858e-01 -1.64178300e-01]
[ -9.97817743e-02 1.00150490e-02 1.22449215e-01 1.18727709e-01
-6.19533112e-02 -1.12454074e-01 2.07536647e-01 -7.59819261e-02
1.89651484e-01 8.05491611e-03]
[ 2.02534908e-02 -9.31636724e-02 2.15212419e-01 -2.22775583e-01
6.91439222e-02 1.10865169e-01 -2.94693995e-02 -1.10440532e-01
3.14684784e-02 2.63357230e-01]]
[[ 0.24316894]
[ 0.7891604 ]
[ 0.15417735]
[ 0.29720788]
[-1.25302306]
[-0.22033046]
[-0.86151138]
[-0.05221569]
[ 0.19793879]
[ 0.43888283]]
Progress: 5.0% ... Training loss: 0.577 ... Validation loss: 0.961[[ 1.24137367e-01 2.53869030e-01 -1.35800630e-01 6.67828430e-02
-6.16874513e-01 -3.99109811e-02 -1.05080074e-01 1.32331916e-01
-1.29962794e-01 1.80065155e-01]
[ 2.15456577e-02 1.95483585e-01 -1.65481947e-02 4.74806674e-02
6.95805551e-02 -9.07958309e-03 2.75777689e-01 4.13169801e-02
1.44333219e-01 -1.76049955e-02]
[ 2.33618248e-01 4.86311663e-01 5.14068188e-02 2.03943890e-01
-2.53944437e-01 -9.75967154e-02 -6.83592332e-01 -3.34663785e-02
1.57293789e-01 4.62849959e-01]
[ -6.74189338e-02 -4.50094919e-01 -2.67087998e-01 -7.12436488e-02
4.17326635e-01 2.00437926e-01 3.26860192e-01 5.77709388e-02
-2.97155194e-02 -3.95860397e-02]
[ -3.34085977e-03 2.18393617e-01 -1.48942518e-01 4.68866697e-02
9.55454942e-02 -1.74897162e-01 -2.87985415e-02 -1.18528787e-01
-2.04251050e-01 6.64067239e-02]
[ -3.59046616e-01 -2.68849429e-01 -2.92564219e-01 1.21001985e-01
1.84343102e-01 6.67544217e-02 -6.27165045e-03 -3.20526455e-02
-2.89730820e-02 1.75674345e-02]
[ 7.91678911e-04 -9.56039220e-02 1.32543324e-02 1.11547813e-01
-2.01784460e-01 -7.55650477e-02 1.25223786e-01 -1.87701503e-01
1.86228982e-01 6.48251140e-02]
[ 1.26285547e-01 -1.25981532e-01 3.69548058e-02 -5.20129645e-02
8.66267255e-02 -4.95477959e-02 -7.01808446e-02 1.23774778e-01
7.31624419e-02 2.01544662e-02]
[ -1.47738469e-01 8.08197700e-03 -2.97716597e-01 1.22930789e-02
-1.54990570e-01 6.12781534e-02 -3.17300205e-01 -2.48203273e-02
2.85904709e-01 -8.10293937e-02]
[ 3.19350905e-02 -1.93520588e-01 7.18361519e-02 -9.65754689e-03
1.49463992e-01 -7.74244701e-02 -1.76655811e-02 -9.11174545e-02
-4.71434490e-02 1.33257962e-01]
[ -6.69089817e-02 1.65568549e-01 4.16303329e-03 -1.46345036e-01
-6.54681461e-02 2.29988610e-02 1.85646412e-02 -1.00687319e-01
-1.40545433e-02 -1.04596068e-01]
[ -5.23730942e-02 1.38752027e-01 -4.41304239e-02 6.37011043e-02
1.01599114e-01 7.09913731e-02 -1.78313868e-01 -1.51320012e-02
-1.10931690e-01 -1.17569274e-01]
[ -1.55517551e-01 7.46252512e-03 6.26834706e-02 2.38978096e-02
-1.77628790e-01 -2.20539039e-01 -1.82192829e-01 -1.96914999e-01
8.88733526e-02 1.76561354e-01]
[ -2.04708130e-01 -9.03680695e-02 1.23972833e-01 2.79276550e-01
-1.68243765e-01 -8.54176880e-02 -1.64772862e-01 -2.54300404e-01
-2.01296198e-01 2.40290391e-02]
[ 1.07625190e-01 -4.23183026e-02 -2.30811121e-02 9.87722381e-02
1.92127173e-02 -7.23190929e-02 1.08949518e-01 5.62039907e-03
1.55913669e-02 7.58297708e-03]
[ 1.47457002e-02 -7.74394893e-02 -2.21526281e-01 1.16852128e-01
1.30059280e-02 1.05701653e-01 -3.95775467e-02 -1.76997848e-02
-1.20924463e-01 -3.43661588e-02]
[ -1.30159175e-01 -5.29608310e-02 -2.07905869e-01 1.46684284e-01
-3.90656625e-02 1.38728412e-01 1.74274345e-02 -2.50104068e-01
5.72596701e-02 -2.09633036e-01]
[ -7.64913283e-02 -4.02817375e-02 2.73872138e-01 9.39921886e-02
1.16291375e-01 -5.82650723e-02 -1.32111056e-01 1.22433832e-01
6.35269345e-02 3.15282047e-02]
[ 7.91219425e-02 9.20657801e-02 1.02290834e-01 1.29830927e-01
-8.55869104e-02 -4.20150288e-02 1.56224077e-01 1.17520310e-01
-9.91744943e-03 -1.16195855e-02]
[ 1.69490308e-02 -1.04935794e-01 -2.83815262e-01 -3.14799709e-02
1.81261327e-01 -1.00580202e-01 1.25176439e-01 1.62909597e-01
1.16701803e-01 -7.52386484e-03]
[ 5.46407848e-02 4.78632212e-02 -1.18850064e-01 4.30253520e-02
-1.12876642e-01 3.26329017e-01 2.15026679e-01 2.05840400e-01
-1.68997064e-01 -4.34962548e-02]
[ 3.25694790e-03 -2.60423399e-02 1.17564407e-01 1.02925142e-01
-1.48631863e-02 1.14684449e-01 -2.15577424e-01 -3.65650227e-02
2.04181397e-01 8.47984103e-02]
[ 1.03680027e-01 7.54182648e-02 -5.23110878e-02 -1.10811549e-01
-1.03746480e-01 -3.26851705e-01 1.06804802e-01 9.20976181e-03
1.37631745e-01 8.49082144e-02]
[ -9.85930707e-02 2.14640545e-02 -1.54918404e-02 2.22267286e-02
1.57351657e-02 -2.01430802e-01 -8.91316258e-02 -1.91099916e-02
1.41972726e-02 1.29007261e-01]
[ -1.29829096e-01 -1.10072309e-02 -1.90684809e-01 1.61111940e-02
-3.09749338e-01 -1.04323615e-02 -6.08805182e-02 -2.18092921e-02
1.92916011e-02 8.59315223e-02]
[ 5.09761947e-02 1.73250320e-01 -3.33287381e-02 -1.41639286e-02
1.45088480e-01 2.25621630e-01 2.72965706e-01 1.11065958e-01
-9.61970409e-02 -2.39202207e-01]
[ 8.01980765e-02 -6.67494260e-02 1.97785118e-02 6.23848247e-02
2.04202693e-01 4.07353600e-02 1.82058115e-01 8.89185457e-02
1.29262249e-01 -2.20182078e-01]
[ 9.38192082e-02 -1.53792587e-01 -7.61226731e-04 7.77695168e-03
2.85149365e-01 -2.81106305e-02 1.86985190e-01 4.59675715e-02
-2.75084959e-01 -8.10541568e-02]
[ -5.92758816e-02 -2.64499717e-01 4.54644498e-02 -5.14635407e-02
2.63628809e-01 -1.55759352e-01 2.59530498e-01 -8.47106738e-02
4.53952687e-02 2.40719373e-01]
[ -1.94600695e-01 -1.02243705e-01 1.01187445e-01 7.71363619e-02
5.17530862e-01 8.71348705e-02 1.01105360e-01 4.56440604e-02
4.74333926e-03 5.87033160e-03]
[ -6.61276820e-02 9.77021376e-02 3.16866514e-01 -5.60197784e-02
4.25076462e-02 -1.23991032e-01 2.59138487e-01 1.14065955e-02
-1.14562865e-01 1.74219313e-01]
[ -5.57821259e-02 -7.82982711e-03 -1.45288792e-01 -1.27523569e-03
1.60211545e-01 -2.69604846e-01 -5.08666932e-02 1.69800551e-01
6.48873070e-02 -9.89052379e-03]
[ 7.58239363e-02 1.26324541e-01 1.44291101e-01 -1.43964872e-01
1.11994470e-01 7.80426113e-02 -1.90180787e-02 2.88364520e-01
3.47743060e-02 1.07169742e-01]
[ 2.44478779e-01 2.23908082e-02 -1.36569435e-01 1.74081668e-01
-4.91859314e-01 -2.19002889e-01 -1.45475947e-01 1.84882413e-01
2.73626666e-01 -2.13316718e-01]
[ 3.99963806e-02 1.24127890e-01 2.47941478e-01 2.40939246e-01
-1.59666741e-02 -1.86921006e-01 -1.44145703e-01 -1.30489932e-01
-1.46659130e-01 -2.97810386e-01]
[ 5.17206157e-02 2.60369978e-02 -1.03393716e-01 -1.40837071e-02
1.21302253e-01 2.57512791e-02 -8.74392408e-02 -1.84316954e-01
6.54019871e-02 2.50889604e-01]
[ -1.06887602e-02 -8.34767062e-02 -7.08465869e-02 -6.64905187e-02
3.87072679e-02 -1.67383567e-01 1.21471226e-01 9.85505491e-03
2.59753244e-02 -6.39509989e-03]
[ 3.01561508e-03 -1.08131444e-02 2.33081502e-01 3.76964612e-02
-1.09816486e-01 -1.16908456e-01 1.98045774e-01 4.02278280e-02
-2.13985504e-01 7.48406164e-02]
[ 3.78695527e-02 -6.40870528e-02 9.27199209e-02 -4.07319618e-02
-8.68090812e-02 8.95601584e-02 1.69893945e-01 -2.71345532e-01
-5.38638025e-02 -1.36222549e-01]
[ -3.66049533e-02 9.71951189e-03 7.32298767e-02 -6.65556496e-02
8.40172697e-02 1.96346161e-01 1.74647673e-01 1.17887229e-01
-4.88100370e-02 1.43764071e-01]
[ 2.29054619e-01 7.12617823e-02 3.36523440e-02 9.28704361e-02
1.24679590e-02 -2.63792238e-02 -1.71865423e-01 1.47455888e-01
-4.50593366e-02 -1.68138331e-03]
[ -3.28678520e-02 -2.20950479e-01 -2.02342888e-02 -6.64246196e-02
-7.12353050e-02 -7.71976068e-02 4.41567121e-03 4.28388637e-02
4.04560329e-02 8.70217571e-02]
[ -1.45669213e-01 1.63405272e-01 2.47335718e-02 1.56049365e-01
-3.25224536e-01 -2.00313969e-01 -2.25544881e-01 -6.78748474e-02
8.11135852e-02 6.50240590e-02]
[ 1.87860168e-02 1.69178955e-01 -2.25022509e-02 1.93845243e-01
-1.21989141e-01 2.08422542e-02 -4.54620695e-02 1.57113994e-01
2.18532330e-02 2.68154926e-01]
[ 1.93347029e-01 1.14847881e-01 2.08815005e-01 3.93407741e-02
-5.70803907e-02 1.29582708e-01 -3.11814089e-03 1.66150057e-01
1.58813293e-01 -3.55166303e-02]
[ -1.06108872e-01 1.25642426e-01 2.24688175e-01 -3.34392466e-02
1.27780012e-01 1.53492710e-01 5.62416767e-03 -1.35542695e-02
-7.12230850e-02 -1.43009408e-03]
[ -1.04252285e-01 -2.64010011e-02 2.14194589e-02 7.96464002e-02
-8.09620959e-03 1.22238526e-01 2.80029417e-01 2.07112552e-02
-2.85190910e-01 -1.06110207e-01]
[ -1.77144147e-01 1.01312056e-01 -7.15942269e-02 -2.85522606e-01
-1.67991424e-02 9.35266490e-02 -2.76394474e-02 1.02022985e-01
-1.64396399e-01 9.71710368e-02]
[ 9.20572193e-02 -1.32278577e-01 -8.54244349e-02 -4.61856320e-02
-1.43756502e-02 -2.33898719e-02 -8.08911144e-02 1.50994780e-01
-7.75047960e-02 -8.82041796e-02]
[ 1.53872112e-01 -1.15403761e-01 -1.36788409e-01 5.35541066e-04
1.39115692e-01 -6.15974814e-02 -6.24964466e-02 -1.46775689e-01
1.33093713e-01 -9.02997664e-02]
[ -1.31540780e-01 1.62104186e-01 2.50294511e-01 -4.42618134e-02
2.07267631e-01 1.01557644e-01 -1.25311429e-02 -2.96331580e-01
-1.40814362e-01 -7.36568164e-02]
[ -3.34289706e-01 1.89050500e-01 1.93017500e-02 -2.74815295e-03
1.47375190e-03 -1.80810160e-01 -1.42345592e-01 2.34059243e-01
-8.04017573e-02 1.21569430e-01]
[ 1.43194726e-01 1.28798204e-01 -2.43682710e-01 -1.05143508e-01
9.94914415e-02 -2.84162191e-01 -5.45508302e-03 -1.66504722e-01
-1.46308601e-02 -1.94581875e-01]
[ 2.14634357e-01 -1.07947552e-01 6.25828656e-02 -1.63037341e-02
-2.57218800e-02 -3.15794203e-02 -6.13868365e-02 -1.36558055e-01
1.12688484e-01 -1.65288992e-01]
[ -9.93162691e-02 1.15058168e-02 1.22768425e-01 1.19250893e-01
-6.40039224e-02 -1.12887807e-01 2.06103295e-01 -7.60831646e-02
1.90049451e-01 8.77575389e-03]
[ 2.03223082e-02 -9.30117095e-02 2.15253158e-01 -2.22671263e-01
6.91067444e-02 1.10791952e-01 -2.95836974e-02 -1.10457568e-01
3.15536797e-02 2.63363252e-01]]
[[ 0.24159442]
[ 0.79004108]
[ 0.15251714]
[ 0.29716622]
[-1.26095224]
[-0.22217328]
[-0.86849121]
[-0.05526938]
[ 0.19739999]
[ 0.43901543]]
Progress: 5.0% ... Training loss: 0.576 ... Validation loss: 0.963[[ 1.23908560e-01 2.52596822e-01 -1.36056260e-01 6.61963248e-02
-6.13528845e-01 -3.96110535e-02 -1.03110173e-01 1.32407486e-01
-1.30263066e-01 1.79217812e-01]
[ 2.14856170e-02 1.95317215e-01 -1.65890167e-02 4.74019417e-02
6.98828184e-02 -9.02138217e-03 2.75962082e-01 4.13310970e-02
1.44286178e-01 -1.77156360e-02]
[ 2.32505454e-01 4.83101975e-01 5.05614031e-02 2.02225403e-01
-2.47417225e-01 -9.64778614e-02 -6.79487520e-01 -3.31774399e-02
1.56219171e-01 4.60782092e-01]
[ -6.75734374e-02 -4.50711527e-01 -2.67041659e-01 -7.12122208e-02
4.16389170e-01 2.00568464e-01 3.26930022e-01 5.77865179e-02
-2.97299585e-02 -3.96517845e-02]
[ -2.75810362e-03 2.21453581e-01 -1.48595602e-01 4.76453409e-02
9.14952719e-02 -1.75517687e-01 -3.07979568e-02 -1.18671318e-01
-2.03810293e-01 6.73083479e-02]
[ -3.58456053e-01 -2.67410626e-01 -2.92202185e-01 1.21670760e-01
1.81972533e-01 6.61881764e-02 -7.63918963e-03 -3.21885617e-02
-2.84656478e-02 1.83927983e-02]
[ 8.51397035e-04 -9.49452580e-02 1.32659000e-02 1.11556012e-01
-2.01494263e-01 -7.56432253e-02 1.24758545e-01 -1.87717307e-01
1.86229310e-01 6.49209544e-02]
[ 1.24774947e-01 -1.31103123e-01 3.59146882e-02 -5.40735278e-02
9.48695056e-02 -4.80786251e-02 -6.46113939e-02 1.24143989e-01
7.18603210e-02 1.73744050e-02]
[ -1.47440013e-01 8.77392776e-03 -2.97541711e-01 1.26561863e-02
-1.56010536e-01 6.10465990e-02 -3.17940956e-01 -2.48872510e-02
2.86150774e-01 -8.05757203e-02]
[ 3.20899199e-02 -1.93662493e-01 7.17789244e-02 -9.79897554e-03
1.51060626e-01 -7.74640478e-02 -1.71658704e-02 -9.11268250e-02
-4.71380876e-02 1.33116238e-01]
[ -6.72103994e-02 1.64564230e-01 3.98025099e-03 -1.46721365e-01
-6.39797158e-02 2.32575140e-02 1.97507306e-02 -1.00619598e-01
-1.42829827e-02 -1.05162272e-01]
[ -5.27883681e-02 1.37566078e-01 -4.43820445e-02 6.31983806e-02
1.03656491e-01 7.13654913e-02 -1.76903747e-01 -1.50397841e-02
-1.11256906e-01 -1.18266529e-01]
[ -1.55517551e-01 7.46252512e-03 6.26834706e-02 2.38978096e-02
-1.77628790e-01 -2.20539039e-01 -1.82192829e-01 -1.96914999e-01
8.88733526e-02 1.76561354e-01]
[ -2.04810593e-01 -9.08535482e-02 1.23909446e-01 2.79165635e-01
-1.67713966e-01 -8.53345382e-02 -1.64357359e-01 -2.54278013e-01
-2.01362075e-01 2.38416418e-02]
[ 1.07518998e-01 -4.27595430e-02 -2.31580299e-02 9.86246792e-02
1.99293654e-02 -7.22321041e-02 1.09439930e-01 5.64820391e-03
1.55108428e-02 7.38531560e-03]
[ 1.54898147e-02 -7.52610034e-02 -2.21078049e-01 1.17691516e-01
9.66940889e-03 1.05013620e-01 -4.16786835e-02 -1.78713774e-02
-1.20340345e-01 -3.32513414e-02]
[ -1.29829352e-01 -5.18190388e-02 -2.07714491e-01 1.47056583e-01
-4.01770673e-02 1.38434856e-01 1.62832811e-02 -2.50177333e-01
5.75291957e-02 -2.09121143e-01]
[ -7.65715324e-02 -4.04040986e-02 2.73833643e-01 9.38973733e-02
1.16569554e-01 -5.81976355e-02 -1.31928316e-01 1.22451065e-01
6.34620274e-02 3.14294118e-02]
[ 7.84559242e-02 9.01670169e-02 1.01816599e-01 1.28933422e-01
-8.18018227e-02 -4.13861081e-02 1.58468478e-01 1.17680648e-01
-1.05380400e-02 -1.27000620e-02]
[ 1.62937158e-02 -1.07126968e-01 -2.84258033e-01 -3.23590013e-02
1.84708831e-01 -9.99463471e-02 1.27294479e-01 1.63070477e-01
1.16161446e-01 -8.61937332e-03]
[ 5.43043363e-02 4.66907462e-02 -1.19079182e-01 4.25775636e-02
-1.11083987e-01 3.26652712e-01 2.16314547e-01 2.05921214e-01
-1.69297695e-01 -4.41340514e-02]
[ 3.21343959e-03 -2.63282149e-02 1.17537887e-01 1.02821941e-01
-1.42329624e-02 1.14728357e-01 -2.14960579e-01 -3.65564553e-02
2.04152603e-01 8.45117712e-02]
[ 1.03802192e-01 7.55977073e-02 -5.22397618e-02 -1.10667354e-01
-1.03979155e-01 -3.26928502e-01 1.06602282e-01 9.18387421e-03
1.37729661e-01 8.50571754e-02]
[ -9.84875583e-02 2.18278676e-02 -1.54350617e-02 2.23519078e-02
1.51383617e-02 -2.01512886e-01 -8.94666027e-02 -1.91335549e-02
1.42796924e-02 1.29204884e-01]
[ -1.29702424e-01 -1.06055704e-02 -1.90592710e-01 1.62904667e-02
-3.10509591e-01 -1.05666519e-02 -6.13576201e-02 -2.18424454e-02
1.94110101e-02 8.61373166e-02]
[ 5.05477683e-02 1.72031123e-01 -3.36094328e-02 -1.46940495e-02
1.47004310e-01 2.26004934e-01 2.74506497e-01 1.11159371e-01
-9.65587632e-02 -2.40005497e-01]
[ 7.99447804e-02 -6.76862795e-02 1.95962154e-02 6.20324295e-02
2.05694997e-01 4.09948385e-02 1.82993681e-01 8.89843948e-02
1.29048009e-01 -2.20697514e-01]
[ 9.30396985e-02 -1.56228880e-01 -1.28871640e-03 6.78516613e-03
2.88910744e-01 -2.73822903e-02 1.89821817e-01 4.61531736e-02
-2.75756505e-01 -8.24936058e-02]
[ -5.98433110e-02 -2.66385579e-01 4.50868740e-02 -5.22036900e-02
2.66699418e-01 -1.55249607e-01 2.61567793e-01 -8.45723490e-02
4.49278864e-02 2.39734764e-01]
[ -1.94877301e-01 -1.03213426e-01 1.01019426e-01 7.68101520e-02
5.18911382e-01 8.73789628e-02 1.02194024e-01 4.57038953e-02
4.53064994e-03 5.38010742e-03]
[ -6.65344565e-02 9.63304079e-02 3.16602100e-01 -5.65383369e-02
4.44913979e-02 -1.23614790e-01 2.60605963e-01 1.15010554e-02
-1.14909425e-01 1.73492652e-01]
[ -5.58483405e-02 -8.05052075e-03 -1.45330053e-01 -1.35554761e-03
1.60548647e-01 -2.69544836e-01 -5.06254964e-02 1.69815485e-01
6.48369935e-02 -1.00071292e-02]
[ 7.59529347e-02 1.26737710e-01 1.44377839e-01 -1.43803681e-01
1.11364021e-01 7.79243093e-02 -1.94587029e-02 2.88334599e-01
3.48773027e-02 1.07374512e-01]
[ 2.45068912e-01 2.43062236e-02 -1.36213845e-01 1.74762745e-01
-4.94543016e-01 -2.19497910e-01 -1.47614972e-01 1.84747538e-01
2.74092092e-01 -2.12267749e-01]
[ 4.01129239e-02 1.24494802e-01 2.48029772e-01 2.41104915e-01
-1.66856261e-02 -1.87042403e-01 -1.44556629e-01 -1.30520478e-01
-1.46547301e-01 -2.97612056e-01]
[ 5.14924879e-02 2.57712505e-02 -1.03549431e-01 -1.43632422e-02
1.22219231e-01 2.59210247e-02 -8.70197517e-02 -1.84258590e-01
6.51805773e-02 2.50593520e-01]
[ -1.06482997e-02 -8.33591684e-02 -7.08246147e-02 -6.64491767e-02
3.85879986e-02 -1.67416765e-01 1.21341906e-01 9.84718188e-03
2.60025877e-02 -6.33299065e-03]
[ 2.98054119e-03 -1.08260204e-02 2.33063219e-01 3.76524434e-02
-1.09722125e-01 -1.16883753e-01 1.98028315e-01 4.02376131e-02
-2.14005573e-01 7.48424821e-02]
[ 3.77876528e-02 -6.43449027e-02 9.26696876e-02 -4.08363056e-02
-8.64274912e-02 8.96353671e-02 1.70144057e-01 -2.71326623e-01
-5.39273706e-02 -1.36371047e-01]
[ -3.65571968e-02 9.76815600e-03 7.32570723e-02 -6.65167598e-02
8.40283542e-02 1.96311821e-01 1.74471398e-01 1.17880579e-01
-4.87731444e-02 1.43837608e-01]
[ 2.29273309e-01 7.18822531e-02 3.37859956e-02 9.31140705e-02
1.15972887e-02 -2.65673793e-02 -1.72512655e-01 1.47406827e-01
-4.48907820e-02 -1.29401305e-03]
[ -3.25928809e-02 -2.20180824e-01 -2.00649485e-02 -6.60849468e-02
-7.23914650e-02 -7.74494374e-02 3.61787783e-03 4.27765359e-02
4.06806174e-02 8.74999238e-02]
[ -1.45213672e-01 1.64654211e-01 2.50245990e-02 1.56628972e-01
-3.26846477e-01 -2.00708275e-01 -2.26775155e-01 -6.79845173e-02
8.14978255e-02 6.57782332e-02]
[ 1.99098075e-02 1.72381232e-01 -2.17975122e-02 1.95119562e-01
-1.26618227e-01 1.98137208e-02 -4.86246600e-02 1.56850289e-01
2.27740776e-02 2.69763688e-01]
[ 1.93587662e-01 1.15583493e-01 2.08975455e-01 3.96559035e-02
-5.83780525e-02 1.29348059e-01 -3.88495059e-03 1.66091363e-01
1.59021340e-01 -3.50847948e-02]
[ -1.05956887e-01 1.26143023e-01 2.24779960e-01 -3.32527869e-02
1.27168519e-01 1.53354281e-01 5.09136898e-03 -1.35895829e-02
-7.10902933e-02 -1.17704815e-03]
[ -1.04333566e-01 -2.65958896e-02 2.13708399e-02 7.95556267e-02
-7.77503141e-03 1.22309498e-01 2.80318429e-01 2.07263602e-02
-2.85244821e-01 -1.06213305e-01]
[ -1.77560558e-01 1.00017540e-01 -7.18716063e-02 -2.86064848e-01
-1.46771106e-02 9.39309985e-02 -2.63914983e-02 1.02123390e-01
-1.64756161e-01 9.65386404e-02]
[ 9.17269048e-02 -1.33483752e-01 -8.56548676e-02 -4.66326624e-02
-1.26825434e-02 -2.30647050e-02 -7.96982460e-02 1.51078999e-01
-7.77933857e-02 -8.88559475e-02]
[ 1.53694974e-01 -1.16405315e-01 -1.36927398e-01 2.45537378e-04
1.40349398e-01 -6.13902982e-02 -6.15406793e-02 -1.46724221e-01
1.32933697e-01 -9.06624155e-02]
[ -1.31370193e-01 1.62630430e-01 2.50397798e-01 -4.40507910e-02
2.06723328e-01 1.01399103e-01 -1.29798116e-02 -2.96373296e-01
-1.40670279e-01 -7.33386781e-02]
[ -3.34835750e-01 1.87342206e-01 1.89314951e-02 -3.45184241e-03
4.45855756e-03 -1.80326262e-01 -1.40322334e-01 2.34186337e-01
-8.08362277e-02 1.20634502e-01]
[ 1.42996557e-01 1.28091982e-01 -2.43834671e-01 -1.05431141e-01
1.00804217e-01 -2.83959550e-01 -4.83271632e-03 -1.66453569e-01
-1.48060003e-02 -1.94982075e-01]
[ 2.14043945e-01 -1.09798931e-01 6.21530290e-02 -1.71296412e-02
-2.25937874e-02 -3.10436061e-02 -5.87857352e-02 -1.36424041e-01
1.12142590e-01 -1.66554343e-01]
[ -9.88217839e-02 1.31290132e-02 1.23100715e-01 1.19809312e-01
-6.58560811e-02 -1.13356620e-01 2.04362119e-01 -7.61980373e-02
1.90451186e-01 9.57423598e-03]
[ 2.06071364e-02 -9.22258737e-02 2.15416992e-01 -2.22353952e-01
6.79862669e-02 1.10582963e-01 -3.05004253e-02 -1.10514140e-01
3.17750880e-02 2.63804577e-01]]
[[ 0.23245578]
[ 0.78355256]
[ 0.14482731]
[ 0.29305871]
[-1.26990198]
[-0.2274071 ]
[-0.87419408]
[-0.06334737]
[ 0.19253902]
[ 0.43168409]]
Progress: 5.1% ... Training loss: 0.578 ... Validation loss: 0.981[[ 1.23705835e-01 2.51447346e-01 -1.36313053e-01 6.58479252e-02
-6.11957411e-01 -3.93325724e-02 -1.01804549e-01 1.32465217e-01
-1.30528999e-01 1.78746519e-01]
[ 2.15380946e-02 1.95478523e-01 -1.65563977e-02 4.74611336e-02
6.96091930e-02 -9.07232860e-03 2.75766296e-01 4.13189209e-02
1.44329700e-01 -1.76181681e-02]
[ 2.32593947e-01 4.83671524e-01 5.04789635e-02 2.02014961e-01
-2.46497400e-01 -9.63057474e-02 -6.79590329e-01 -3.31587635e-02
1.56104621e-01 4.61013054e-01]
[ -6.63475261e-02 -4.46499094e-01 -2.66247181e-01 -6.93818577e-02
4.09753779e-01 1.99218982e-01 3.22545771e-01 5.73996522e-02
-2.86108824e-02 -3.71475187e-02]
[ -2.96056382e-03 2.20011536e-01 -1.48706361e-01 4.73115141e-02
9.18182862e-02 -1.75225939e-01 -3.00504699e-02 -1.18588053e-01
-2.03862353e-01 6.67517454e-02]
[ -3.58135598e-01 -2.66749187e-01 -2.92012210e-01 1.22120740e-01
1.80399068e-01 6.58506249e-02 -8.59345684e-03 -3.22855210e-02
-2.81738394e-02 1.89440144e-02]
[ 7.71976606e-04 -9.60085173e-02 1.31667453e-02 1.11349539e-01
-2.00492042e-01 -7.54826675e-02 1.26167190e-01 -1.87697871e-01
1.86142091e-01 6.44790407e-02]
[ 1.24279164e-01 -1.32664363e-01 3.55768133e-02 -5.47854108e-02
9.72358601e-02 -4.75253321e-02 -6.29474254e-02 1.24294827e-01
7.13957693e-02 1.66116920e-02]
[ -1.46552114e-01 1.17174888e-02 -2.97060990e-01 1.37863335e-02
-1.60389133e-01 6.02004112e-02 -3.20790820e-01 -2.51344548e-02
2.86795614e-01 -7.89892524e-02]
[ 3.22257496e-02 -1.93937021e-01 7.17792050e-02 -9.79884063e-03
1.50559084e-01 -7.74476142e-02 -1.65265428e-02 -9.11546272e-02
-4.71544025e-02 1.33118019e-01]
[ -6.67460906e-02 1.65809787e-01 4.18897864e-03 -1.46105151e-01
-6.58238336e-02 2.28109824e-02 1.84364415e-02 -1.00754604e-01
-1.39224940e-02 -1.04333489e-01]
[ -5.27553569e-02 1.37575550e-01 -4.43573856e-02 6.32438034e-02
1.03418664e-01 7.13257009e-02 -1.76960303e-01 -1.50508652e-02
-1.11216202e-01 -1.18164036e-01]
[ -1.55517551e-01 7.46252512e-03 6.26834706e-02 2.38978096e-02
-1.77628790e-01 -2.20539039e-01 -1.82192829e-01 -1.96914999e-01
8.88733526e-02 1.76561354e-01]
[ -2.04422213e-01 -8.97061378e-02 1.24160793e-01 2.79704438e-01
-1.69818485e-01 -8.57373465e-02 -1.65740648e-01 -2.54392871e-01
-2.01024205e-01 2.46095520e-02]
[ 1.07562753e-01 -4.27170256e-02 -2.31317513e-02 9.86857598e-02
1.97259686e-02 -7.22899122e-02 1.09356987e-01 5.63493164e-03
1.55531698e-02 7.45478783e-03]
[ 1.53127695e-02 -7.60862165e-02 -2.21211287e-01 1.17466420e-01
1.04946217e-02 1.05178785e-01 -4.08698791e-02 -1.78266408e-02
-1.20485011e-01 -3.36413463e-02]
[ -1.30227679e-01 -5.31683016e-02 -2.07962093e-01 1.46552171e-01
-3.84581382e-02 1.38801685e-01 1.78451660e-02 -2.50074804e-01
5.71911681e-02 -2.09879761e-01]
[ -7.64775285e-02 -4.04438038e-02 2.73869173e-01 9.39441240e-02
1.16832529e-01 -5.82013499e-02 -1.31582072e-01 1.22427171e-01
6.35302961e-02 3.14095180e-02]
[ 7.87838313e-02 9.08938951e-02 1.01993602e-01 1.29292484e-01
-8.32675400e-02 -4.16313856e-02 1.57408990e-01 1.17608128e-01
-1.02870309e-02 -1.21791673e-02]
[ 1.64951125e-02 -1.06347182e-01 -2.84153105e-01 -3.21338324e-02
1.83617928e-01 -1.00124558e-01 1.26373204e-01 1.63022106e-01
1.16297215e-01 -8.16153671e-03]
[ 5.36354234e-02 4.44460943e-02 -1.19500520e-01 4.17062814e-02
-1.07644903e-01 3.27329394e-01 2.18813797e-01 2.06103460e-01
-1.69857661e-01 -4.52595203e-02]
[ 3.45996972e-03 -2.55130098e-02 1.17693124e-01 1.03122380e-01
-1.55451740e-02 1.14476396e-01 -2.15562918e-01 -3.66285740e-02
2.04333362e-01 8.49113543e-02]
[ 1.04412549e-01 7.76955984e-02 -5.19182417e-02 -1.09852719e-01
-1.06967840e-01 -3.27527199e-01 1.04461951e-01 9.00748259e-03
1.38201147e-01 8.61909393e-02]
[ -9.84145668e-02 2.20894126e-02 -1.53902372e-02 2.24358230e-02
1.47546279e-02 -2.01580963e-01 -8.97075031e-02 -1.91518894e-02
1.43295792e-02 1.29334494e-01]
[ -1.29810310e-01 -1.10374700e-02 -1.90673533e-01 1.61231703e-02
-3.09790111e-01 -1.04386608e-02 -6.08747551e-02 -2.18060846e-02
1.93011705e-02 8.58852884e-02]
[ 5.02587571e-02 1.71021126e-01 -3.37966046e-02 -1.50822670e-02
1.48559620e-01 2.26307727e-01 2.75626495e-01 1.11240067e-01
-9.68060612e-02 -2.40549538e-01]
[ 7.96503234e-02 -6.86293813e-02 1.94154574e-02 6.16553809e-02
2.07283182e-01 4.12874623e-02 1.84132091e-01 8.90649440e-02
1.28801072e-01 -2.21254399e-01]
[ 9.29482244e-02 -1.56550376e-01 -1.34478153e-03 6.66847012e-03
2.89443795e-01 -2.72934960e-02 1.90182511e-01 4.61783456e-02
-2.75826302e-01 -8.26735795e-02]
[ -6.05456457e-02 -2.68813073e-01 4.46295616e-02 -5.31390446e-02
2.70424785e-01 -1.54545034e-01 2.64229391e-01 -8.43768711e-02
4.43096597e-02 2.38458916e-01]
[ -1.95937115e-01 -1.06670620e-01 1.00351574e-01 7.54589266e-02
5.24513738e-01 8.84185595e-02 1.06108215e-01 4.59880613e-02
3.65712448e-03 3.50419122e-03]
[ -6.66905364e-02 9.58413469e-02 3.16505288e-01 -5.67275581e-02
4.51958577e-02 -1.23477877e-01 2.61174370e-01 1.15394607e-02
-1.15038679e-01 1.73207099e-01]
[ -5.58981396e-02 -8.22549325e-03 -1.45352305e-01 -1.39957177e-03
1.60779692e-01 -2.69511407e-01 -5.04666531e-02 1.69825198e-01
6.48076485e-02 -1.00749136e-02]
[ 7.64833397e-02 1.28283105e-01 1.44712019e-01 -1.43093293e-01
1.08522110e-01 7.73962510e-02 -2.13033806e-02 2.88185721e-01
3.53231424e-02 1.08339017e-01]
[ 2.45942803e-01 2.71413061e-02 -1.35727634e-01 1.75901520e-01
-4.98983427e-01 -2.20346036e-01 -1.50722039e-01 1.84504859e-01
2.74784381e-01 -2.10645077e-01]
[ 4.02138542e-02 1.24814022e-01 2.48093572e-01 2.41226602e-01
-1.72104143e-02 -1.87141006e-01 -1.44932795e-01 -1.30545999e-01
-1.46463058e-01 -2.97423668e-01]
[ 5.15981005e-02 2.61134953e-02 -1.03487775e-01 -1.42246010e-02
1.21630099e-01 2.58132254e-02 -8.74058493e-02 -1.84287967e-01
6.52668238e-02 2.50787981e-01]
[ -1.05526965e-02 -8.31728590e-02 -7.07750187e-02 -6.63194609e-02
3.81555718e-02 -1.67522781e-01 1.21064884e-01 9.81913886e-03
2.60857136e-02 -6.16343935e-03]
[ 3.03567148e-03 -1.06744863e-02 2.33095211e-01 3.77251160e-02
-1.09819105e-01 -1.16949836e-01 1.97895195e-01 4.02188470e-02
-2.13948144e-01 7.49189081e-02]
[ 3.77688999e-02 -6.44035077e-02 9.26580542e-02 -4.08599465e-02
-8.63250612e-02 8.96516653e-02 1.70214009e-01 -2.71322350e-01
-5.39425879e-02 -1.36405202e-01]
[ -3.69391905e-02 8.77908731e-03 7.29980101e-02 -6.70591978e-02
8.59444525e-02 1.96710838e-01 1.75544564e-01 1.18000792e-01
-4.91223696e-02 1.43200504e-01]
[ 2.29233370e-01 7.18388409e-02 3.37473299e-02 9.30467018e-02
1.17900927e-02 -2.65134205e-02 -1.72414551e-01 1.47421364e-01
-4.49519903e-02 -1.34978271e-03]
[ -3.25019416e-02 -2.19911589e-01 -2.00078697e-02 -6.59683304e-02
-7.27368336e-02 -7.75308509e-02 3.37410055e-03 4.27503660e-02
4.07600481e-02 8.76514205e-02]
[ -1.44219327e-01 1.67378315e-01 2.56266460e-02 1.57803998e-01
-3.31374507e-01 -2.01570090e-01 -2.29524868e-01 -6.82489090e-02
8.22838044e-02 6.74023211e-02]
[ 2.06565792e-02 1.74834664e-01 -2.13358486e-02 1.96088653e-01
-1.30822801e-01 1.90840206e-02 -5.12263917e-02 1.56639647e-01
2.33995665e-02 2.71088105e-01]
[ 1.94215949e-01 1.17381778e-01 2.09372453e-01 4.04654883e-02
-6.14753446e-02 1.28721576e-01 -5.85174948e-03 1.65913237e-01
1.59550247e-01 -3.40164022e-02]
[ -1.05785987e-01 1.26685173e-01 2.24887612e-01 -3.30356543e-02
1.26229725e-01 1.53192613e-01 4.46337234e-03 -1.36375608e-02
-7.09553397e-02 -8.73202678e-04]
[ -1.04337447e-01 -2.66258723e-02 2.13656486e-02 7.95440040e-02
-7.69295744e-03 1.22317090e-01 2.80343219e-01 2.07285183e-02
-2.85247758e-01 -1.06229235e-01]
[ -1.77905805e-01 9.88448575e-02 -7.21039600e-02 -2.86543274e-01
-1.28390235e-02 9.42880216e-02 -2.52234759e-02 1.02225743e-01
-1.65056524e-01 9.59254930e-02]
[ 9.14000231e-02 -1.34553176e-01 -8.58589467e-02 -4.70449368e-02
-1.12975894e-02 -2.27514383e-02 -7.84717718e-02 1.51167968e-01
-7.80691074e-02 -8.94690278e-02]
[ 1.53963963e-01 -1.15636477e-01 -1.36778485e-01 5.70939596e-04
1.39147155e-01 -6.16537749e-02 -6.23365867e-02 -1.46799174e-01
1.33132274e-01 -9.01754683e-02]
[ -1.30796965e-01 1.64408899e-01 2.50745950e-01 -4.33296181e-02
2.03652109e-01 1.00843407e-01 -1.49554182e-02 -2.96526480e-01
-1.40183047e-01 -7.23276766e-02]
[ -3.34902574e-01 1.86474201e-01 1.88609463e-02 -3.61402672e-03
5.43290350e-03 -1.80142150e-01 -1.39248005e-01 2.34209205e-01
-8.09257611e-02 1.20324720e-01]
[ 1.43614718e-01 1.30249268e-01 -2.43496370e-01 -1.04606586e-01
9.77860895e-02 -2.84586920e-01 -7.10199345e-03 -1.66633664e-01
-1.43167351e-02 -1.93793738e-01]
[ 2.14036383e-01 -1.10014796e-01 6.21268880e-02 -1.71829756e-02
-2.26809285e-02 -3.10035195e-02 -5.86066729e-02 -1.36414087e-01
1.12094123e-01 -1.66595074e-01]
[ -9.91605481e-02 1.20158463e-02 1.22884664e-01 1.19388396e-01
-6.43840328e-02 -1.13058801e-01 2.05812795e-01 -7.61180450e-02
1.90182431e-01 8.87844544e-03]
[ 2.01930577e-02 -9.37529302e-02 2.15128034e-01 -2.22926876e-01
7.03351169e-02 1.11037599e-01 -2.88952189e-02 -1.10392612e-01
3.13916465e-02 2.63097652e-01]]
[[ 0.23837854]
[ 0.78995584]
[ 0.14765601]
[ 0.29979828]
[-1.26831682]
[-0.22490708]
[-0.87262667]
[-0.05869595]
[ 0.20117855]
[ 0.43537036]]
Progress: 5.2% ... Training loss: 0.574 ... Validation loss: 0.965[[ 1.25961153e-01 2.57742942e-01 -1.34933871e-01 6.86793708e-02
-6.20675308e-01 -4.13374430e-02 -1.08792432e-01 1.31921581e-01
-1.28615030e-01 1.82613996e-01]
[ 2.15380946e-02 1.95478523e-01 -1.65563977e-02 4.74611336e-02
6.96091930e-02 -9.07232860e-03 2.75766296e-01 4.13189209e-02
1.44329700e-01 -1.76181681e-02]
[ 2.32176446e-01 4.82732284e-01 5.02108328e-02 2.01431245e-01
-2.42562593e-01 -9.58021589e-02 -6.77251251e-01 -3.30384164e-02
1.55721147e-01 4.60203440e-01]
[ -6.68402072e-02 -4.47448316e-01 -2.66537696e-01 -6.99928969e-02
4.10701489e-01 1.99669384e-01 3.24150376e-01 5.75060625e-02
-2.90202304e-02 -3.79507541e-02]
[ -1.56584001e-03 2.23616172e-01 -1.47911270e-01 4.90281444e-02
8.66070222e-02 -1.76395830e-01 -3.46175890e-02 -1.18897024e-01
-2.02679537e-01 6.91591087e-02]
[ -3.57615461e-01 -2.65319911e-01 -2.91697687e-01 1.22831906e-01
1.77493695e-01 6.53116992e-02 -1.05732372e-02 -3.24201281e-02
-2.77104953e-02 1.98590613e-02]
[ 1.35793312e-03 -9.45417701e-02 1.35384007e-02 1.12094846e-01
-2.01759448e-01 -7.60075003e-02 1.24320476e-01 -1.87840136e-01
1.86635750e-01 6.54665467e-02]
[ 1.24668223e-01 -1.31306037e-01 3.58300925e-02 -5.42735609e-02
9.59050307e-02 -4.78806661e-02 -6.36400872e-02 1.24195175e-01
7.17283450e-02 1.72767241e-02]
[ -1.46098755e-01 1.27696121e-02 -2.96766709e-01 1.43854655e-02
-1.62818339e-01 5.97933705e-02 -3.22258515e-01 -2.52390558e-02
2.87196611e-01 -7.82745080e-02]
[ 3.33400209e-02 -1.91053795e-01 7.24972351e-02 -8.33723727e-03
1.46102013e-01 -7.84931261e-02 -1.95255645e-02 -9.14319689e-02
-4.61685569e-02 1.34889326e-01]
[ -6.56821552e-02 1.68842931e-01 4.84981732e-03 -1.44730385e-01
-7.01085984e-02 2.18314819e-02 1.47742087e-02 -1.01013287e-01
-1.30073769e-02 -1.02423651e-01]
[ -5.29850516e-02 1.36965653e-01 -4.45025169e-02 6.29748894e-02
1.04227686e-01 7.15245802e-02 -1.76285901e-01 -1.49959655e-02
-1.11426590e-01 -1.18562852e-01]
[ -1.55517551e-01 7.46252512e-03 6.26834706e-02 2.38978096e-02
-1.77628790e-01 -2.20539039e-01 -1.82192829e-01 -1.96914999e-01
8.88733526e-02 1.76561354e-01]
[ -2.04345051e-01 -8.95722520e-02 1.24225067e-01 2.79836362e-01
-1.70279637e-01 -8.58368748e-02 -1.65987216e-01 -2.54414422e-01
-2.00940453e-01 2.47387481e-02]
[ 1.07678181e-01 -4.24083624e-02 -2.30658859e-02 9.88245666e-02
1.91655570e-02 -7.24092024e-02 1.08967665e-01 5.60628312e-03
1.56525840e-02 7.64140734e-03]
[ 1.61175571e-02 -7.36271629e-02 -2.20743230e-01 1.18501020e-01
6.61203573e-03 1.04409704e-01 -4.39362048e-02 -1.80273543e-02
-1.19805326e-01 -3.21655209e-02]
[ -1.30015549e-01 -5.29796076e-02 -2.07813245e-01 1.46811264e-01
-3.85470698e-02 1.38636631e-01 1.74450946e-02 -2.50125079e-01
5.73749192e-02 -2.09538818e-01]
[ -7.64236014e-02 -4.01823221e-02 2.73920363e-01 9.40388625e-02
1.16807608e-01 -5.82533109e-02 -1.31947605e-01 1.22411278e-01
6.35789150e-02 3.15561235e-02]
[ 7.86138960e-02 9.03988617e-02 1.01867509e-01 1.29079477e-01
-8.24598153e-02 -4.14764089e-02 1.58087571e-01 1.17654226e-01
-1.04403809e-02 -1.25854703e-02]
[ 1.64110640e-02 -1.06526125e-01 -2.84190829e-01 -3.22128715e-02
1.84321490e-01 -1.00029266e-01 1.26750211e-01 1.63042524e-01
1.16247246e-01 -8.20144427e-03]
[ 5.34382894e-02 4.39088148e-02 -1.19615213e-01 4.14670782e-02
-1.06580184e-01 3.27499255e-01 2.19492819e-01 2.06152288e-01
-1.70018076e-01 -4.55446247e-02]
[ 4.17311107e-03 -2.32332904e-02 1.18135048e-01 1.04011245e-01
-1.88653816e-02 1.13800775e-01 -2.17502414e-01 -3.68080783e-02
2.04938131e-01 8.59915660e-02]
[ 1.04893836e-01 7.88886238e-02 -5.16167202e-02 -1.09239526e-01
-1.09288112e-01 -3.27942868e-01 1.02904343e-01 8.89624289e-03
1.38605426e-01 8.69689911e-02]
[ -9.86711309e-02 2.12325082e-02 -1.55490266e-02 2.21068072e-02
1.60408751e-02 -2.01335725e-01 -8.87453591e-02 -1.90889722e-02
1.41052742e-02 1.28857565e-01]
[ -1.29611980e-01 -1.04873599e-02 -1.90544176e-01 1.63896731e-02
-3.10926695e-01 -1.06339583e-02 -6.15934376e-02 -2.18576452e-02
1.94755150e-02 8.62384091e-02]
[ 4.99655809e-02 1.70070017e-01 -3.39756367e-02 -1.54654046e-02
1.50063517e-01 2.26596544e-01 2.76659419e-01 1.11312795e-01
-9.70555793e-02 -2.41081464e-01]
[ 7.92101076e-02 -7.01370340e-02 1.91191440e-02 6.10670736e-02
2.09749888e-01 4.17342871e-02 1.85811138e-01 8.91812171e-02
1.28418954e-01 -2.22084505e-01]
[ 9.26351652e-02 -1.57657860e-01 -1.51891741e-03 6.28394016e-03
2.91098861e-01 -2.70083179e-02 1.91374892e-01 4.62507026e-02
-2.76091026e-01 -8.32500434e-02]
[ -6.09798590e-02 -2.70187869e-01 4.43679175e-02 -5.36742694e-02
2.72548760e-01 -1.54146255e-01 2.65824019e-01 -8.42774207e-02
4.39481689e-02 2.37711039e-01]
[ -1.96218374e-01 -1.07658451e-01 1.00177578e-01 7.51003532e-02
5.26030367e-01 8.86930373e-02 1.07084554e-01 4.60588094e-02
3.41813511e-03 3.01382151e-03]
[ -6.69641828e-02 9.50196031e-02 3.16337768e-01 -5.70706432e-02
4.65352274e-02 -1.23222147e-01 2.62143114e-01 1.16070670e-02
-1.15261178e-01 1.72731530e-01]
[ -5.58886482e-02 -8.21082846e-03 -1.45345396e-01 -1.38508626e-03
1.60720204e-01 -2.69524653e-01 -5.04975335e-02 1.69822573e-01
6.48171491e-02 -1.00545218e-02]
[ 7.68371781e-02 1.29430657e-01 1.44928471e-01 -1.42638864e-01
1.06621923e-01 7.70567719e-02 -2.26571945e-02 2.88101869e-01
3.56312623e-02 1.08999118e-01]
[ 2.47175342e-01 3.12115181e-02 -1.34941244e-01 1.77553015e-01
-5.05126272e-01 -2.21523190e-01 -1.55058971e-01 1.84191523e-01
2.75856317e-01 -2.08370452e-01]
[ 4.02642194e-02 1.24879571e-01 2.48145274e-01 2.41323231e-01
-1.75543397e-02 -1.87210105e-01 -1.45245339e-01 -1.30561215e-01
-1.46416856e-01 -2.97327651e-01]
[ 5.16856637e-02 2.64045125e-02 -1.03425505e-01 -1.41020324e-02
1.21282342e-01 2.57206340e-02 -8.77003746e-02 -1.84312253e-01
6.53450836e-02 2.50896757e-01]
[ -1.04595408e-02 -8.27344382e-02 -7.07269495e-02 -6.62004207e-02
3.74868769e-02 -1.67616437e-01 1.20709157e-01 9.79571971e-03
2.61602744e-02 -5.98100284e-03]
[ 2.92428487e-03 -1.09585403e-02 2.33027087e-01 3.75884819e-02
-1.09261041e-01 -1.16851718e-01 1.98227368e-01 4.02461082e-02
-2.14039206e-01 7.47550044e-02]
[ 3.79214409e-02 -6.41635939e-02 9.27461106e-02 -4.06659155e-02
-8.69155586e-02 8.95361574e-02 1.69710630e-01 -2.71349805e-01
-5.38186715e-02 -1.36155842e-01]
[ -3.69122562e-02 8.86735807e-03 7.30132632e-02 -6.70207886e-02
8.57814926e-02 1.96681011e-01 1.75510303e-01 1.17992593e-01
-4.90974050e-02 1.43210364e-01]
[ 2.29345612e-01 7.22240582e-02 3.38102031e-02 9.31956950e-02
1.11562679e-02 -2.66260053e-02 -1.72817710e-01 1.47392170e-01
-4.48600739e-02 -1.15375773e-03]
[ -3.22384354e-02 -2.19037753e-01 -1.98477547e-02 -6.56266194e-02
-7.40579568e-02 -7.77885594e-02 2.45909895e-03 4.26827394e-02
4.09810888e-02 8.81136443e-02]
[ -1.43130264e-01 1.70430686e-01 2.63079804e-02 1.59141781e-01
-3.35387874e-01 -2.02560003e-01 -2.32743437e-01 -6.85108666e-02
8.32054162e-02 6.92017201e-02]
[ 2.09292496e-02 1.75609122e-01 -2.11690856e-02 1.96440914e-01
-1.32276639e-01 1.88387548e-02 -5.21326309e-02 1.56570842e-01
2.36352410e-02 2.71527259e-01]
[ 1.94637650e-01 1.18524636e-01 2.09633965e-01 4.10006582e-02
-6.32765977e-02 1.28326682e-01 -7.26477576e-03 1.65809839e-01
1.59904393e-01 -3.32390216e-02]
[ -1.05659958e-01 1.27050865e-01 2.24954289e-01 -3.28849242e-02
1.25591284e-01 1.53075641e-01 4.04185484e-03 -1.36672870e-02
-7.08496017e-02 -6.68412663e-04]
[ -1.04277640e-01 -2.64276752e-02 2.14019787e-02 7.96177398e-02
-8.01259159e-03 1.22261269e-01 2.80125936e-01 2.07138776e-02
-2.85197807e-01 -1.06122645e-01]
[ -1.78004564e-01 9.85582285e-02 -7.21642395e-02 -2.86669627e-01
-1.23066105e-02 9.43682913e-02 -2.48295408e-02 1.02250354e-01
-1.65130080e-01 9.57392209e-02]
[ 9.12428020e-02 -1.35073634e-01 -8.59548698e-02 -4.72531087e-02
-1.05286860e-02 -2.26020469e-02 -7.79119375e-02 1.51209543e-01
-7.82121119e-02 -8.97713395e-02]
[ 1.53491716e-01 -1.17256361e-01 -1.37063731e-01 -2.80410867e-05
1.41685941e-01 -6.12041297e-02 -6.06146339e-02 -1.46683697e-01
1.32742345e-01 -9.10510906e-02]
[ -1.30518902e-01 1.65298390e-01 2.50943017e-01 -4.29147216e-02
2.01710162e-01 1.00520482e-01 -1.60634787e-02 -2.96609626e-01
-1.39925136e-01 -7.18349881e-02]
[ -3.34431478e-01 1.88160999e-01 1.91459217e-02 -3.01407473e-03
3.18624020e-03 -1.80562462e-01 -1.40878400e-01 2.34109563e-01
-8.05334240e-02 1.21136939e-01]
[ 1.43854117e-01 1.30876634e-01 -2.43329355e-01 -1.04294176e-01
9.70997853e-02 -2.84803730e-01 -7.90620518e-03 -1.66695561e-01
-1.40998772e-02 -1.93305828e-01]
[ 2.14074013e-01 -1.09806995e-01 6.21873700e-02 -1.70516491e-02
-2.33158659e-02 -3.10942014e-02 -5.88315353e-02 -1.36438729e-01
1.12153902e-01 -1.66463012e-01]
[ -9.84157338e-02 1.41227119e-02 1.23322918e-01 1.20283177e-01
-6.71119998e-02 -1.13725511e-01 2.03638867e-01 -7.63023330e-02
1.90798314e-01 1.01190517e-02]
[ 2.08428157e-02 -9.23448940e-02 2.15499224e-01 -2.22113806e-01
6.81013356e-02 1.10479260e-01 -3.06625665e-02 -1.10535599e-01
3.19293826e-02 2.64090118e-01]]
[[ 0.25586856]
[ 0.81197461]
[ 0.16294598]
[ 0.31979867]
[-1.26219573]
[-0.21149281]
[-0.85995486]
[-0.04212313]
[ 0.22021437]
[ 0.45513247]]
Progress: 5.2% ... Training loss: 0.571 ... Validation loss: 0.920[[ 1.25265464e-01 2.55131316e-01 -1.35436547e-01 6.76907318e-02
-6.16589899e-01 -4.07286908e-02 -1.05984377e-01 1.32047372e-01
-1.29255623e-01 1.81220445e-01]
[ 2.15527825e-02 1.95436103e-01 -1.65261698e-02 4.75049300e-02
6.95564856e-02 -9.07909344e-03 2.75752625e-01 4.13125326e-02
1.44374878e-01 -1.76354617e-02]
[ 2.29558097e-01 4.74388093e-01 4.85440430e-02 1.97983390e-01
-2.29158861e-01 -9.35562401e-02 -6.69294258e-01 -3.25898748e-02
1.53385159e-01 4.55727285e-01]
[ -6.57844806e-02 -4.44077541e-01 -2.65826438e-01 -6.85947140e-02
4.05271875e-01 1.98812512e-01 3.21153613e-01 5.73336925e-02
-2.80801171e-02 -3.55913842e-02]
[ -3.54892318e-04 2.27370625e-01 -1.47130779e-01 5.06015748e-02
8.02557658e-02 -1.77439951e-01 -3.85987212e-02 -1.19104923e-01
-2.01616831e-01 7.09306369e-02]
[ -3.57451733e-01 -2.64870622e-01 -2.91627915e-01 1.22947134e-01
1.76766983e-01 6.51978390e-02 -1.09228127e-02 -3.24493451e-02
-2.76058875e-02 1.99538383e-02]
[ 7.20634430e-05 -9.87101593e-02 1.27225062e-02 1.10487547e-01
-1.95279720e-01 -7.49816662e-02 1.28680125e-01 -1.87625442e-01
1.85531769e-01 6.30904705e-02]
[ 1.22859732e-01 -1.37026661e-01 3.46278993e-02 -5.66794326e-02
1.05291155e-01 -4.62867464e-02 -5.78222476e-02 1.24509588e-01
7.00969175e-02 1.42558960e-02]
[ -1.46058034e-01 1.30064726e-02 -2.96759465e-01 1.44320609e-02
-1.62976371e-01 5.97901370e-02 -3.22577964e-01 -2.52445403e-02
2.87217332e-01 -7.82697398e-02]
[ 3.04282619e-02 -2.00574958e-01 7.05563630e-02 -1.21995401e-02
1.60978899e-01 -7.59922257e-02 -9.88447097e-03 -9.09384602e-02
-4.87597153e-02 1.29613889e-01]
[ -6.57815040e-02 1.68781595e-01 4.77637987e-03 -1.44847747e-01
-6.95209241e-02 2.19159831e-02 1.50095801e-02 -1.01001283e-01
-1.31101959e-02 -1.02640559e-01]
[ -5.28638556e-02 1.37345287e-01 -4.44292778e-02 6.31032065e-02
1.03744234e-01 7.14418386e-02 -1.76653902e-01 -1.50070724e-02
-1.11342692e-01 -1.18367865e-01]
[ -1.55517551e-01 7.46252512e-03 6.26834706e-02 2.38978096e-02
-1.77628790e-01 -2.20539039e-01 -1.82192829e-01 -1.96914999e-01
8.88733526e-02 1.76561354e-01]
[ -2.04354342e-01 -8.97645928e-02 1.24165211e-01 2.79780395e-01
-1.70140303e-01 -8.58002843e-02 -1.65861087e-01 -2.54407928e-01
-2.00975405e-01 2.46431013e-02]
[ 1.07735015e-01 -4.20820270e-02 -2.30193244e-02 9.89080887e-02
1.88296224e-02 -7.24665829e-02 1.08701450e-01 5.58980603e-03
1.57035810e-02 7.74132039e-03]
[ 1.61562575e-02 -7.36108040e-02 -2.20721510e-01 1.18486688e-01
6.48763713e-03 1.04376206e-01 -4.38296070e-02 -1.80326093e-02
-1.19776758e-01 -3.22359046e-02]
[ -1.30129845e-01 -5.33515918e-02 -2.07879950e-01 1.46670549e-01
-3.80551668e-02 1.38714307e-01 1.78380602e-02 -2.50106720e-01
5.72884143e-02 -2.09780032e-01]
[ -7.68903161e-02 -4.16981837e-02 2.73637382e-01 9.34613598e-02
1.19195336e-01 -5.78784650e-02 -1.30367563e-01 1.22487102e-01
6.31835343e-02 3.07463040e-02]
[ 7.79586218e-02 8.82793883e-02 1.01439766e-01 1.28254665e-01
-7.91015315e-02 -4.09359012e-02 1.60287715e-01 1.17765610e-01
-1.10249140e-02 -1.38132202e-02]
[ 1.50851963e-02 -1.10829400e-01 -2.85073762e-01 -3.39856392e-02
1.91146637e-01 -9.88676304e-02 1.30953799e-01 1.63270243e-01
1.15091080e-01 -1.05026063e-02]
[ 5.27120970e-02 4.16383263e-02 -1.20089301e-01 4.05209842e-02
-1.03044123e-01 3.28151862e-01 2.21834121e-01 2.06282520e-01
-1.70675957e-01 -4.66968652e-02]
[ 4.35152324e-03 -2.24476606e-02 1.18248173e-01 1.04247355e-01
-1.97059980e-02 1.13632514e-01 -2.18241763e-01 -3.68429754e-02
2.05071807e-01 8.63387906e-02]
[ 1.04932880e-01 7.89408302e-02 -5.15906652e-02 -1.09182440e-01
-1.09440756e-01 -3.27951806e-01 1.02840683e-01 8.89131901e-03
1.38626017e-01 8.70055532e-02]
[ -9.87427206e-02 2.10439351e-02 -1.55946600e-02 2.20138727e-02
1.63881098e-02 -2.01274995e-01 -8.85151576e-02 -1.90768037e-02
1.40459284e-02 1.28736302e-01]
[ -1.29445655e-01 -9.90875836e-03 -1.90452768e-01 1.65867322e-02
-3.11577685e-01 -1.07678136e-02 -6.21967186e-02 -2.18838689e-02
1.96063692e-02 8.64768301e-02]
[ 4.95933262e-02 1.68915455e-01 -3.42208855e-02 -1.59772919e-02
1.52037247e-01 2.26917720e-01 2.77929820e-01 1.11379915e-01
-9.74040502e-02 -2.41777865e-01]
[ 7.88524949e-02 -7.13164173e-02 1.88669312e-02 6.05681636e-02
2.11702120e-01 4.20647333e-02 1.87025695e-01 8.92470635e-02
1.28106655e-01 -2.22776622e-01]
[ 9.19110335e-02 -1.59997558e-01 -1.99192643e-03 5.35778095e-03
2.94697324e-01 -2.63969376e-02 1.93847604e-01 4.63679337e-02
-2.76724319e-01 -8.45014504e-02]
[ -6.15593694e-02 -2.72039849e-01 4.39868559e-02 -5.44171390e-02
2.75431273e-01 -1.53657352e-01 2.67816889e-01 -8.41800555e-02
4.34430295e-02 2.36809292e-01]
[ -1.96957401e-01 -1.10032563e-01 9.97067758e-02 7.41714143e-02
5.29676142e-01 8.92977079e-02 1.09562169e-01 4.61834331e-02
2.78351125e-03 1.72001984e-03]
[ -6.74068214e-02 9.36111626e-02 3.16044990e-01 -5.76444951e-02
4.87598006e-02 -1.22836108e-01 2.63650908e-01 1.16835164e-02
-1.15661278e-01 1.71985549e-01]
[ -5.62808375e-02 -9.37573078e-03 -1.45592245e-01 -1.89311461e-03
1.62598991e-01 -2.69188688e-01 -4.91566450e-02 1.69888920e-01
6.44727699e-02 -1.07341791e-02]
[ 7.72592149e-02 1.30804318e-01 1.45213589e-01 -1.42086179e-01
1.04534552e-01 7.67064544e-02 -2.41299719e-02 2.88032426e-01
3.60085698e-02 1.09786687e-01]
[ 2.47768609e-01 3.29891621e-02 -1.34603515e-01 1.78295459e-01
-5.07879814e-01 -2.22002700e-01 -1.57020622e-01 1.84093053e-01
2.76347658e-01 -2.07446531e-01]
[ 4.03239881e-02 1.25066787e-01 2.48183654e-01 2.41397329e-01
-1.78504023e-02 -1.87259900e-01 -1.45435940e-01 -1.30570897e-01
-1.46365394e-01 -2.97220263e-01]
[ 5.13665116e-02 2.54888812e-02 -1.03639755e-01 -1.45222579e-02
1.22751584e-01 2.59998086e-02 -8.67842295e-02 -1.84260559e-01
6.50714668e-02 2.50331967e-01]
[ -1.06587879e-02 -8.34062168e-02 -7.08612757e-02 -6.64615232e-02
3.84158788e-02 -1.67454173e-01 1.21385304e-01 9.83053927e-03
2.59862949e-02 -6.35168969e-03]
[ 2.78015184e-03 -1.14461495e-02 2.32950471e-01 3.74028741e-02
-1.08775946e-01 -1.16683501e-01 1.98537126e-01 4.02757387e-02
-2.14190582e-01 7.45236142e-02]
[ 3.72556985e-02 -6.59858960e-02 9.23135579e-02 -4.15171478e-02
-8.36803846e-02 9.00754863e-02 1.71590303e-01 -2.71246207e-01
-5.43952585e-02 -1.37297110e-01]
[ -3.65319842e-02 9.77395923e-03 7.32620824e-02 -6.65300477e-02
8.44400591e-02 1.96349391e-01 1.74515600e-01 1.17927189e-01
-4.87395159e-02 1.43777236e-01]
[ 2.29161960e-01 7.18193243e-02 3.36933179e-02 9.29809474e-02
1.17555767e-02 -2.64912197e-02 -1.72340512e-01 1.47421495e-01
-4.50215503e-02 -1.49206614e-03]
[ -3.19434297e-02 -2.18234118e-01 -1.96752850e-02 -6.52716659e-02
-7.51195457e-02 -7.80301206e-02 1.64609192e-03 4.26358431e-02
4.12096366e-02 8.85537263e-02]
[ -1.43088724e-01 1.70654084e-01 2.63423621e-02 1.59205174e-01
-3.35634441e-01 -2.02601448e-01 -2.32952377e-01 -6.85186427e-02
8.32371604e-02 6.93063977e-02]
[ 2.14929069e-02 1.77227648e-01 -2.08191906e-02 1.97082129e-01
-1.34901343e-01 1.83840355e-02 -5.37843275e-02 1.56479356e-01
2.40973452e-02 2.72387458e-01]
[ 1.95096995e-01 1.19997895e-01 2.09937895e-01 4.15942616e-02
-6.54966490e-02 1.27932741e-01 -8.76089896e-03 1.65735595e-01
1.60307525e-01 -3.24431754e-02]
[ -1.05580360e-01 1.27310463e-01 2.25004334e-01 -3.27833183e-02
1.25193323e-01 1.53007423e-01 3.76495184e-03 -1.36808930e-02
-7.07805613e-02 -5.28702814e-04]
[ -1.04313808e-01 -2.65134934e-02 2.13788200e-02 7.95732491e-02
-7.90758541e-03 1.22291710e-01 2.80240697e-01 2.07195613e-02
-2.85228321e-01 -1.06184285e-01]
[ -1.78217213e-01 9.79035633e-02 -7.22998228e-02 -2.86937824e-01
-1.13159285e-02 9.45438589e-02 -2.41523550e-02 1.02284459e-01
-1.65313996e-01 9.54030138e-02]
[ 9.08265080e-02 -1.36384420e-01 -8.62213744e-02 -4.77829449e-02
-8.48787851e-03 -2.22566211e-02 -7.66647741e-02 1.51277116e-01
-7.85649891e-02 -9.04895612e-02]
[ 1.53165028e-01 -1.18334316e-01 -1.37261856e-01 -4.86643623e-04
1.43590135e-01 -6.09142110e-02 -5.94685439e-02 -1.46623353e-01
1.32454418e-01 -9.16570238e-02]
[ -1.30637810e-01 1.64983990e-01 2.50876951e-01 -4.31150565e-02
2.02434814e-01 1.00616290e-01 -1.55259388e-02 -2.96598745e-01
-1.40023130e-01 -7.22369232e-02]
[ -3.35366795e-01 1.85414828e-01 1.85403130e-02 -4.17502610e-03
7.49578405e-03 -1.79839222e-01 -1.38123790e-01 2.34264876e-01
-8.13200391e-02 1.19600853e-01]
[ 1.43807382e-01 1.30527328e-01 -2.43390405e-01 -1.04377883e-01
9.74354357e-02 -2.84737485e-01 -7.59720618e-03 -1.66686478e-01
-1.41637254e-02 -1.93468240e-01]
[ 2.13217113e-01 -1.12420348e-01 6.15858345e-02 -1.82276453e-02
-1.91601496e-02 -3.03021416e-02 -5.64725569e-02 -1.36281636e-01
1.11343235e-01 -1.68006916e-01]
[ -9.86855576e-02 1.33189089e-02 1.23137005e-01 1.19930734e-01
-6.54160225e-02 -1.13504820e-01 2.04715684e-01 -7.62560884e-02
1.90518893e-01 9.62833823e-03]
[ 2.05072755e-02 -9.36427701e-02 2.15276451e-01 -2.22533118e-01
6.99567111e-02 1.10793958e-01 -2.93371364e-02 -1.10480152e-01
3.16457754e-02 2.63533741e-01]]
[[ 0.22801928]
[ 0.78666339]
[ 0.13537405]
[ 0.29366046]
[-1.2873579 ]
[-0.23183668]
[-0.88018066]
[-0.06587254]
[ 0.19414382]
[ 0.42442298]]
Progress: 5.2% ... Training loss: 0.578 ... Validation loss: 0.985[[ 1.26091768e-01 2.57299804e-01 -1.34921611e-01 6.87229655e-02
-6.19472992e-01 -4.15423964e-02 -1.07621535e-01 1.31809254e-01
-1.28565955e-01 1.82466521e-01]
[ 2.15125629e-02 1.95310857e-01 -1.65398810e-02 4.74747448e-02
6.96838947e-02 -9.05092627e-03 2.75935915e-01 4.13200106e-02
1.44348235e-01 -1.77027499e-02]
[ 2.29650358e-01 4.75808872e-01 4.85606161e-02 1.97902996e-01
-2.28096448e-01 -9.35708210e-02 -6.69716650e-01 -3.25658048e-02
1.53339431e-01 4.55853093e-01]
[ -6.60066598e-02 -4.45617884e-01 -2.65986200e-01 -6.88167208e-02
4.04557860e-01 1.99052349e-01 3.21536461e-01 5.73674396e-02
-2.81884664e-02 -3.59580701e-02]
[ -8.60919102e-04 2.26063187e-01 -1.47472418e-01 4.98391802e-02
8.22318006e-02 -1.76773666e-01 -3.70862676e-02 -1.18905702e-01
-2.02140724e-01 6.99093309e-02]
[ -3.56964880e-01 -2.63785347e-01 -2.91332199e-01 1.23595989e-01
1.74157865e-01 6.46723086e-02 -1.21181337e-02 -3.25971334e-02
-2.71707551e-02 2.07126705e-02]
[ 3.06973445e-04 -9.82979687e-02 1.28489641e-02 1.10812513e-01
-1.96345490e-01 -7.52736677e-02 1.28343254e-01 -1.87697802e-01
1.85772472e-01 6.33843863e-02]
[ 1.23393601e-01 -1.35423651e-01 3.49117674e-02 -5.60457520e-02
1.03274257e-01 -4.67198234e-02 -5.91225224e-02 1.24374198e-01
7.05043598e-02 1.50639266e-02]
[ -1.46049228e-01 1.28620033e-02 -2.96710178e-01 1.44504244e-02
-1.62608614e-01 5.97853119e-02 -3.22227043e-01 -2.52527300e-02
2.87221485e-01 -7.82529044e-02]
[ 3.17949403e-02 -1.96789727e-01 7.13716768e-02 -1.04846821e-02
1.55166886e-01 -7.73221120e-02 -1.32676998e-02 -9.13224784e-02
-4.76049904e-02 1.31866151e-01]
[ -6.57609959e-02 1.68452361e-01 4.76522134e-03 -1.44805252e-01
-6.96577224e-02 2.18787016e-02 1.54412506e-02 -1.01010072e-01
-1.30800348e-02 -1.02781578e-01]
[ -5.29866044e-02 1.36845298e-01 -4.44781051e-02 6.29717184e-02
1.04369017e-01 7.15535724e-02 -1.76183889e-01 -1.49779934e-02
-1.11440147e-01 -1.18601494e-01]
[ -1.55517551e-01 7.46252512e-03 6.26834706e-02 2.38978096e-02
-1.77628790e-01 -2.20539039e-01 -1.82192829e-01 -1.96914999e-01
8.88733526e-02 1.76561354e-01]
[ -2.04534364e-01 -9.04157967e-02 1.24063560e-01 2.79579440e-01
-1.69253380e-01 -8.56321102e-02 -1.65121475e-01 -2.54360104e-01
-2.01119883e-01 2.42876328e-02]
[ 1.07774852e-01 -4.21127601e-02 -2.30014047e-02 9.89679406e-02
1.87013781e-02 -7.25164698e-02 1.08770828e-01 5.57526429e-03
1.57418427e-02 7.75865518e-03]
[ 1.69977911e-02 -7.13484468e-02 -2.20246591e-01 1.19551484e-01
1.93214928e-03 1.03516462e-01 -4.63944172e-02 -1.82755408e-02
-1.19051722e-01 -3.08490054e-02]
[ -1.29683665e-01 -5.20503440e-02 -2.07601493e-01 1.47261308e-01
-4.03428579e-02 1.38262676e-01 1.64052239e-02 -2.50235498e-01
5.76973121e-02 -2.08996718e-01]
[ -7.72318292e-02 -4.27941551e-02 2.73444105e-01 9.30485519e-02
1.21084375e-01 -5.75962521e-02 -1.29008123e-01 1.22579397e-01
6.28999566e-02 3.01118872e-02]
[ 7.78750391e-02 8.77863481e-02 1.01352161e-01 1.28057356e-01
-7.85351246e-02 -4.07729311e-02 1.60507005e-01 1.17817430e-01
-1.11557631e-02 -1.40482985e-02]
[ 1.53265635e-02 -1.09877864e-01 -2.84947846e-01 -3.36851910e-02
1.89805182e-01 -9.90903330e-02 1.30035251e-01 1.63202154e-01
1.15286594e-01 -1.00838062e-02]
[ 5.27514224e-02 4.18224576e-02 -1.20056397e-01 4.05918001e-02
-1.02689746e-01 3.28075597e-01 2.21946483e-01 2.06266033e-01
-1.70626205e-01 -4.66744890e-02]
[ 4.71818851e-03 -2.14080850e-02 1.18491990e-01 1.04729762e-01
-2.10268040e-02 1.13304120e-01 -2.18720212e-01 -3.69567190e-02
2.05383498e-01 8.69899273e-02]
[ 1.04748941e-01 7.83079985e-02 -5.16901328e-02 -1.09415253e-01
-1.08428927e-01 -3.27769331e-01 1.03525399e-01 8.94398543e-03
1.38469447e-01 8.66649351e-02]
[ -9.88132785e-02 2.07828637e-02 -1.56340351e-02 2.19180560e-02
1.67980793e-02 -2.01199347e-01 -8.82179382e-02 -1.90550497e-02
1.39831731e-02 1.28600861e-01]
[ -1.29296513e-01 -9.52674664e-03 -1.90349999e-01 1.67832201e-02
-3.12386574e-01 -1.09061037e-02 -6.27656374e-02 -2.19293839e-02
1.97428760e-02 8.67756052e-02]
[ 4.94622319e-02 1.68393873e-01 -3.43029364e-02 -1.61570202e-02
1.52856313e-01 2.27060065e-01 2.78504970e-01 1.11418683e-01
-9.75232637e-02 -2.42049595e-01]
[ 7.89051095e-02 -7.12208778e-02 1.89019382e-02 6.06449643e-02
2.11474780e-01 4.20090645e-02 1.86905177e-01 8.92303743e-02
1.28155761e-01 -2.22695302e-01]
[ 9.15833170e-02 -1.61175218e-01 -2.18797557e-03 4.91946197e-03
2.96603701e-01 -2.60533038e-02 1.95189364e-01 4.64638953e-02
-2.77016853e-01 -8.51270079e-02]
[ -6.21997951e-02 -2.74094411e-01 4.36224700e-02 -5.52421271e-02
2.78876297e-01 -1.53046396e-01 2.70221464e-01 -8.40002287e-02
4.29010884e-02 2.35707015e-01]
[ -1.97126402e-01 -1.10589378e-01 9.96118295e-02 7.39619794e-02
5.30486804e-01 8.94688388e-02 1.10214770e-01 4.62317308e-02
2.64732652e-03 1.42039574e-03]
[ -6.76387676e-02 9.28332695e-02 3.15906254e-01 -5.79495201e-02
5.00957392e-02 -1.22595557e-01 2.64504398e-01 1.17509978e-02
-1.15852056e-01 1.71550974e-01]
[ -5.64700187e-02 -1.00226919e-02 -1.45705771e-01 -2.14343592e-03
1.63670402e-01 -2.68996503e-01 -4.84206799e-02 1.69945042e-01
6.43110606e-02 -1.10928844e-02]
[ 7.75885491e-02 1.31650224e-01 1.45418177e-01 -1.41655569e-01
1.02713504e-01 7.64032024e-02 -2.53474201e-02 2.87937947e-01
3.62944354e-02 1.10381057e-01]
[ 2.48272093e-01 3.44302324e-02 -1.34343618e-01 1.78937688e-01
-5.10675743e-01 -2.22492831e-01 -1.58583728e-01 1.83952326e-01
2.76783957e-01 -2.06621443e-01]
[ 4.04900774e-02 1.25506487e-01 2.48289306e-01 2.41614055e-01
-1.87978926e-02 -1.87437613e-01 -1.46073915e-01 -1.30622738e-01
-1.46213583e-01 -2.96917515e-01]
[ 5.12449484e-02 2.51939141e-02 -1.03733438e-01 -1.47114503e-02
1.23472236e-01 2.61176566e-02 -8.65094650e-02 -1.84216138e-01
6.49420954e-02 2.50124967e-01]
[ -1.05969012e-02 -8.31146168e-02 -7.08053249e-02 -6.63492914e-02
3.79787570e-02 -1.67537729e-01 1.21167554e-01 9.80571130e-03
2.60524381e-02 -6.22486853e-03]
[ 2.80566771e-03 -1.13766111e-02 2.32955410e-01 3.74103852e-02
-1.09058581e-01 -1.16693562e-01 1.98422445e-01 4.02798955e-02
-2.14196929e-01 7.45711152e-02]
[ 3.73732027e-02 -6.56350062e-02 9.23835990e-02 -4.13668159e-02
-8.43058686e-02 8.99630459e-02 1.71157135e-01 -2.71275968e-01
-5.42954138e-02 -1.37081479e-01]
[ -3.64149964e-02 1.01483960e-02 7.33317227e-02 -6.63835511e-02
8.38884853e-02 1.96230159e-01 1.74187727e-01 1.17891310e-01
-4.86389214e-02 1.43935165e-01]
[ 2.29233123e-01 7.20135765e-02 3.37298722e-02 9.30644461e-02
1.15025602e-02 -2.65561386e-02 -1.72535724e-01 1.47407314e-01
-4.49699183e-02 -1.42024955e-03]
[ -3.14095899e-02 -2.16520494e-01 -1.93642010e-02 -6.45782787e-02
-7.77622661e-02 -7.85515247e-02 1.00125973e-04 4.24783303e-02
4.16563726e-02 8.94092669e-02]
[ -1.42214843e-01 1.73258569e-01 2.68794276e-02 1.60325629e-01
-3.39856941e-01 -2.03445920e-01 -2.35507540e-01 -6.87734060e-02
8.39911327e-02 7.08731034e-02]
[ 2.17129416e-02 1.77971328e-01 -2.06617455e-02 1.97427805e-01
-1.35667648e-01 1.80862951e-02 -5.43727062e-02 1.56399702e-01
2.43339578e-02 2.72781066e-01]
[ 1.95135483e-01 1.20125611e-01 2.09963261e-01 4.16500120e-02
-6.56631264e-02 1.27887151e-01 -8.83798022e-03 1.65722794e-01
1.60336279e-01 -3.23663461e-02]
[ -1.05372710e-01 1.28044707e-01 2.25119575e-01 -3.25229881e-02
1.24024552e-01 1.52797230e-01 3.00171284e-03 -1.37387390e-02
-7.06108231e-02 -1.75106222e-04]
[ -1.04250606e-01 -2.63737629e-02 2.14320527e-02 7.96860961e-02
-8.17766110e-03 1.22206364e-01 2.80149699e-01 2.06921611e-02
-2.85157027e-01 -1.06084371e-01]
[ -1.78187155e-01 9.80347663e-02 -7.22789586e-02 -2.86893134e-01
-1.15082358e-02 9.45141318e-02 -2.42796631e-02 1.02276275e-01
-1.65284244e-01 9.54745745e-02]
[ 9.04901411e-02 -1.37695586e-01 -8.64452383e-02 -4.82596425e-02
-6.55024393e-03 -2.18792595e-02 -7.54087603e-02 1.51384902e-01
-7.88776339e-02 -9.11534582e-02]
[ 1.53341012e-01 -1.18044490e-01 -1.37158915e-01 -2.79755316e-04
1.43218954e-01 -6.10479138e-02 -5.94576101e-02 -1.46668441e-01
1.32583124e-01 -9.14629402e-02]
[ -1.30369810e-01 1.65601092e-01 2.51055984e-01 -4.27866596e-02
2.01079926e-01 1.00357223e-01 -1.61640329e-02 -2.96680092e-01
-1.39780832e-01 -7.17928643e-02]
[ -3.35242299e-01 1.85671101e-01 1.86179891e-02 -4.01871113e-03
6.85134367e-03 -1.79933741e-01 -1.38384946e-01 2.34234165e-01
-8.12194195e-02 1.19744015e-01]
[ 1.44049946e-01 1.31165950e-01 -2.43259397e-01 -1.04074668e-01
9.66730537e-02 -2.84965173e-01 -8.01542522e-03 -1.66760279e-01
-1.39571189e-02 -1.93064681e-01]
[ 2.13366356e-01 -1.11977967e-01 6.16636144e-02 -1.80283100e-02
-1.96477295e-02 -3.04838173e-02 -5.68435945e-02 -1.36322530e-01
1.11465342e-01 -1.67819671e-01]
[ -9.87955541e-02 1.28148201e-02 1.23074422e-01 1.19814424e-01
-6.51332368e-02 -1.13429499e-01 2.05183063e-01 -7.62305796e-02
1.90437682e-01 9.45626472e-03]
[ 2.09214225e-02 -9.24268781e-02 2.15525925e-01 -2.21985094e-01
6.79703680e-02 1.10359854e-01 -3.06084874e-02 -1.10597548e-01
3.20140795e-02 2.64211322e-01]]
[[ 0.24013769]
[ 0.79879166]
[ 0.14566922]
[ 0.30682666]
[-1.28038823]
[-0.21971491]
[-0.8718349 ]
[-0.05470149]
[ 0.20727977]
[ 0.43675237]]
Progress: 5.3% ... Training loss: 0.569 ... Validation loss: 0.950[[ 1.26574134e-01 2.57311202e-01 -1.34604259e-01 6.92068426e-02
-6.19417575e-01 -4.19049652e-02 -1.07486859e-01 1.31696518e-01
-1.28046431e-01 1.82446339e-01]
[ 2.17015936e-02 1.95791069e-01 -1.64286380e-02 4.77051011e-02
6.87421249e-02 -9.22447547e-03 2.75321213e-01 4.12804081e-02
1.44516524e-01 -1.74168414e-02]
[ 2.31110777e-01 4.79014917e-01 4.94038379e-02 1.99374166e-01
-2.32270407e-01 -9.45452099e-02 -6.72198697e-01 -3.28631982e-02
1.54510869e-01 4.57179629e-01]
[ -6.78833199e-02 -4.50099512e-01 -2.67073764e-01 -7.08365050e-02
4.09473704e-01 2.00456228e-01 3.26510354e-01 5.77366630e-02
-2.97565696e-02 -3.84875565e-02]
[ 7.65169732e-04 2.29923800e-01 -1.46520087e-01 5.17906423e-02
7.54928923e-02 -1.78211164e-01 -4.18348000e-02 -1.19257493e-01
-2.00646980e-01 7.22022921e-02]
[ -3.57237075e-01 -2.64785369e-01 -2.91438340e-01 1.23368012e-01
1.75420728e-01 6.48255319e-02 -1.10748458e-02 -3.25610275e-02
-2.73148882e-02 2.02752797e-02]
[ 5.73021325e-04 -9.84208004e-02 1.29789395e-02 1.10975586e-01
-1.95375088e-01 -7.54001315e-02 1.28326759e-01 -1.87741791e-01
1.86024115e-01 6.34697948e-02]
[ 1.23440040e-01 -1.35825769e-01 3.49648937e-02 -5.60441189e-02
1.03394836e-01 -4.67238487e-02 -5.82197367e-02 1.24360196e-01
7.05686497e-02 1.46486334e-02]
[ -1.45676245e-01 1.39798099e-02 -2.96511590e-01 1.49510311e-02
-1.64656958e-01 5.94473404e-02 -3.23729461e-01 -2.53400372e-02
2.87529398e-01 -7.75906368e-02]
[ 3.20862090e-02 -1.97314384e-01 7.15459024e-02 -1.03513138e-02
1.56559268e-01 -7.74319386e-02 -1.24993488e-02 -9.13717395e-02
-4.72870978e-02 1.31480070e-01]
[ -6.51778001e-02 1.70016853e-01 5.13837546e-03 -1.43929044e-01
-7.29445626e-02 2.12806082e-02 1.35271361e-02 -1.01168178e-01
-1.25312652e-02 -1.01729355e-01]
[ -5.34477946e-02 1.35398297e-01 -4.47499361e-02 6.23994783e-02
1.06568974e-01 7.19462553e-02 -1.74610966e-01 -1.48798187e-02
-1.11827096e-01 -1.19372644e-01]
[ -1.55517551e-01 7.46252512e-03 6.26834706e-02 2.38978096e-02
-1.77628790e-01 -2.20539039e-01 -1.82192829e-01 -1.96914999e-01
8.88733526e-02 1.76561354e-01]
[ -2.04283763e-01 -8.97040127e-02 1.24268692e-01 2.80021187e-01
-1.70984004e-01 -8.59388602e-02 -1.66008605e-01 -2.54438653e-01
-2.00832521e-01 2.47751800e-02]
[ 1.07732087e-01 -4.22949624e-02 -2.30276552e-02 9.89186223e-02
1.90582680e-02 -7.24929597e-02 1.08939632e-01 5.58200187e-03
1.57201785e-02 7.68462999e-03]
[ 1.65337907e-02 -7.28047481e-02 -2.20517903e-01 1.18963796e-01
4.36088102e-03 1.03915049e-01 -4.47166988e-02 -1.81728624e-02
-1.19420705e-01 -3.16566671e-02]
[ -1.29385127e-01 -5.15005383e-02 -2.07426121e-01 1.47551877e-01
-4.08755588e-02 1.38031650e-01 1.54758679e-02 -2.50287808e-01
5.79541383e-02 -2.08540986e-01]
[ -7.69524073e-02 -4.20966438e-02 2.73577901e-01 9.33681811e-02
1.20150974e-01 -5.78105762e-02 -1.29426650e-01 1.22520814e-01
6.31348126e-02 3.04111031e-02]
[ 7.72463393e-02 8.53455344e-02 1.00973799e-01 1.27151884e-01
-7.43509075e-02 -4.01327949e-02 1.63038105e-01 1.17962306e-01
-1.17060236e-02 -1.53175072e-02]
[ 1.58034548e-02 -1.08890474e-01 -2.84633685e-01 -3.30910806e-02
1.87724440e-01 -9.94687501e-02 1.29283706e-01 1.63093827e-01
1.15733205e-01 -9.66172084e-03]
[ 5.27010023e-02 4.17581994e-02 -1.20091628e-01 4.05210976e-02
-1.02471723e-01 3.28106554e-01 2.21878212e-01 2.06272710e-01
-1.70686169e-01 -4.66922981e-02]
[ 4.61295977e-03 -2.17231321e-02 1.18442736e-01 1.04611332e-01
-2.06404578e-02 1.13375049e-01 -2.18140535e-01 -3.69371548e-02
2.05326952e-01 8.67073421e-02]
[ 1.04933641e-01 7.88620946e-02 -5.15737195e-02 -1.09171721e-01
-1.09266028e-01 -3.27918866e-01 1.02845729e-01 8.90203345e-03
1.38620333e-01 8.70129353e-02]
[ -9.85298712e-02 2.15445116e-02 -1.54799610e-02 2.22790200e-02
1.52811449e-02 -2.01456803e-01 -8.92417936e-02 -1.91195375e-02
1.42027804e-02 1.29049566e-01]
[ -1.29365683e-01 -9.73752570e-03 -1.90412987e-01 1.67016152e-02
-3.12023780e-01 -1.08479513e-02 -6.25374231e-02 -2.19149014e-02
1.96838575e-02 8.66606014e-02]
[ 4.93174809e-02 1.67876412e-01 -3.44000745e-02 -1.63635762e-02
1.53665626e-01 2.27208408e-01 2.78981476e-01 1.11455134e-01
-9.76562749e-02 -2.42323604e-01]
[ 7.81164709e-02 -7.36982482e-02 1.84299651e-02 5.96249585e-02
2.15527539e-01 4.27337802e-02 1.89703941e-01 8.94104240e-02
1.27479282e-01 -2.24132593e-01]
[ 9.13343159e-02 -1.61979219e-01 -2.33884229e-03 4.59735842e-03
2.97820990e-01 -2.58386768e-02 1.96066620e-01 4.65216912e-02
-2.77211336e-01 -8.55809915e-02]
[ -6.26635614e-02 -2.75563531e-01 4.33411349e-02 -5.58535876e-02
2.81268047e-01 -1.52618358e-01 2.71902176e-01 -8.38927105e-02
4.24976214e-02 2.34914805e-01]
[ -1.97705242e-01 -1.12453457e-01 9.92553812e-02 7.32150742e-02
5.33554452e-01 8.99965012e-02 1.12302702e-01 4.63616362e-02
2.14454624e-03 4.33555625e-04]
[ -6.84833175e-02 9.00837178e-02 3.15412946e-01 -5.90321634e-02
5.43712009e-02 -1.21832147e-01 2.67467471e-01 1.19406197e-02
-1.16567795e-01 1.70157214e-01]
[ -5.67168009e-02 -1.08072162e-02 -1.45858079e-01 -2.46356887e-03
1.64949592e-01 -2.68768480e-01 -4.75108483e-02 1.70002577e-01
6.41043756e-02 -1.15428778e-02]
[ 7.78995566e-02 1.32685906e-01 1.45610281e-01 -1.41254722e-01
1.01195138e-01 7.61084941e-02 -2.65068346e-02 2.87865584e-01
3.65667533e-02 1.10950277e-01]
[ 2.48633851e-01 3.54422880e-02 -1.34123333e-01 1.79446172e-01
-5.12810626e-01 -2.22858062e-01 -1.59924978e-01 1.83861507e-01
2.77101402e-01 -2.06011328e-01]
[ 4.07694871e-02 1.26406804e-01 2.48460262e-01 2.41972542e-01
-2.01586868e-02 -1.87694210e-01 -1.47073348e-01 -1.30688511e-01
-1.45969265e-01 -2.96428404e-01]
[ 5.11093995e-02 2.48265028e-02 -1.03829949e-01 -1.49098839e-02
1.24171746e-01 2.62388733e-02 -8.60873026e-02 -1.84180318e-01
6.48048210e-02 2.49885060e-01]
[ -1.10303121e-02 -8.42808421e-02 -7.10575305e-02 -6.69170755e-02
4.02623361e-02 -1.67159001e-01 1.22468014e-01 9.90766519e-03
2.56844433e-02 -6.95294628e-03]
[ 2.92148081e-03 -1.09417493e-02 2.33026504e-01 3.75728001e-02
-1.09773078e-01 -1.16812059e-01 1.98031884e-01 4.02504613e-02
-2.14096808e-01 7.47817715e-02]
[ 3.77149043e-02 -6.46506400e-02 9.25760087e-02 -4.09304003e-02
-8.61804586e-02 8.96324056e-02 1.69954670e-01 -2.71353633e-01
-5.39981357e-02 -1.36503143e-01]
[ -3.62676719e-02 1.05150470e-02 7.34318635e-02 -6.61716207e-02
8.30488900e-02 1.96080614e-01 1.73854143e-01 1.17853137e-01
-4.84921580e-02 1.44060216e-01]
[ 2.29315133e-01 7.22869058e-02 3.37783127e-02 9.31650147e-02
1.11069553e-02 -2.66295935e-02 -1.72831496e-01 1.47389291e-01
-4.49009969e-02 -1.27421943e-03]
[ -3.09795418e-02 -2.15398556e-01 -1.91186493e-02 -6.40117157e-02
-7.92452320e-02 -7.89111695e-02 -8.34182991e-04 4.23754540e-02
4.20277092e-02 8.99668688e-02]
[ -1.41059584e-01 1.76117462e-01 2.75758844e-02 1.61700929e-01
-3.44078244e-01 -2.04354730e-01 -2.38858704e-01 -6.90226951e-02
8.49815580e-02 7.27476695e-02]
[ 2.30527819e-02 1.81782307e-01 -1.98348410e-02 1.99105817e-01
-1.42047837e-01 1.68849563e-02 -5.85084239e-02 1.56089819e-01
2.55432692e-02 2.74751793e-01]
[ 1.95221982e-01 1.20437553e-01 2.10020019e-01 4.17692204e-02
-6.61693917e-02 1.27802852e-01 -9.17795565e-03 1.65702234e-01
1.60416814e-01 -3.21988992e-02]
[ -1.05311331e-01 1.28233940e-01 2.25172191e-01 -3.24092380e-02
1.23630421e-01 1.52717701e-01 2.74097420e-03 -1.37580990e-02
-7.05356649e-02 -2.65922300e-05]
[ -1.04217997e-01 -2.63679974e-02 2.14620549e-02 7.97640046e-02
-8.48839653e-03 1.22159913e-01 2.80209206e-01 2.06761406e-02
-2.85114522e-01 -1.06039847e-01]
[ -1.78354508e-01 9.75027732e-02 -7.23779693e-02 -2.87108875e-01
-1.07360195e-02 9.46669162e-02 -2.36721039e-02 1.02312828e-01
-1.65429703e-01 9.51654562e-02]
[ 9.02113979e-02 -1.38677030e-01 -8.66223017e-02 -4.86404312e-02
-4.95954194e-03 -2.16132976e-02 -7.44209806e-02 1.51452744e-01
-7.91309860e-02 -9.16851761e-02]
[ 1.53371503e-01 -1.18114910e-01 -1.37135202e-01 -2.27988169e-04
1.43106862e-01 -6.10901577e-02 -5.93686791e-02 -1.46684018e-01
1.32629416e-01 -9.14341544e-02]
[ -1.30109521e-01 1.66160759e-01 2.51220462e-01 -4.24918202e-02
2.00257220e-01 1.00148645e-01 -1.71172994e-02 -2.96722220e-01
-1.39547628e-01 -7.13522660e-02]
[ -3.35269418e-01 1.85257424e-01 1.86267630e-02 -3.96660625e-03
6.71919679e-03 -1.79943886e-01 -1.37790486e-01 2.34222741e-01
-8.11553324e-02 1.19466865e-01]
[ 1.43711524e-01 1.29988634e-01 -2.43484578e-01 -1.04564631e-01
9.86142975e-02 -2.84642974e-01 -6.55889944e-03 -1.66677430e-01
-1.42749954e-02 -1.93766576e-01]
[ 2.13530417e-01 -1.11553753e-01 6.17533908e-02 -1.78063984e-02
-2.04830860e-02 -3.06413146e-02 -5.74497850e-02 -1.36362430e-01
1.11587948e-01 -1.67551641e-01]
[ -9.83382965e-02 1.36887542e-02 1.23369147e-01 1.20267119e-01
-6.60386671e-02 -1.13766202e-01 2.03922960e-01 -7.63353597e-02
1.90859468e-01 1.00549826e-02]
[ 2.07881383e-02 -9.30304468e-02 2.15445188e-01 -2.22131112e-01
6.91423544e-02 1.10477586e-01 -2.95016853e-02 -1.10575779e-01
3.19236954e-02 2.63749226e-01]]
[[ 0.24659557]
[ 0.81355698]
[ 0.15173922]
[ 0.31601251]
[-1.28651433]
[-0.21933748]
[-0.87680043]
[-0.05196379]
[ 0.2141463 ]
[ 0.44573158]]
Progress: 5.3% ... Training loss: 0.565 ... Validation loss: 0.934[[ 1.27593067e-01 2.60365807e-01 -1.33903998e-01 7.06263610e-02
-6.22822616e-01 -4.28702256e-02 -1.10983769e-01 1.31454956e-01
-1.26993873e-01 1.84329016e-01]
[ 2.16258283e-02 1.95516027e-01 -1.64743581e-02 4.75980950e-02
6.91722714e-02 -9.16085307e-03 2.75637548e-01 4.12985626e-02
1.44442884e-01 -1.75403770e-02]
[ 2.31098131e-01 4.79909305e-01 4.94229963e-02 1.99366547e-01
-2.30543402e-01 -9.46051656e-02 -6.73007785e-01 -3.28708444e-02
1.54592002e-01 4.57466108e-01]
[ -6.71038689e-02 -4.48245936e-01 -2.66543565e-01 -6.95940019e-02
4.03082507e-01 1.99677161e-01 3.23790891e-01 5.75770321e-02
-2.92007153e-02 -3.67719350e-02]
[ -7.44316369e-04 2.26591579e-01 -1.47463455e-01 4.97458534e-02
8.40360834e-02 -1.76901139e-01 -3.67509910e-02 -1.18943344e-01
-2.01859316e-01 6.96087473e-02]
[ -3.57537495e-01 -2.65850139e-01 -2.91609229e-01 1.22986858e-01
1.77229562e-01 6.50972896e-02 -9.70960731e-03 -3.25046115e-02
-2.75310377e-02 1.96853756e-02]
[ 1.53103146e-03 -9.57790979e-02 1.36107534e-02 1.12249056e-01
-1.98977542e-01 -7.62593309e-02 1.25448501e-01 -1.87963953e-01
1.86926889e-01 6.49796808e-02]
[ 1.22915883e-01 -1.37277343e-01 3.46475982e-02 -5.66926024e-02
1.06421691e-01 -4.63241917e-02 -5.66996770e-02 1.24470907e-01
7.01438012e-02 1.40044729e-02]
[ -1.45885854e-01 1.31416248e-02 -2.96633313e-01 1.47126823e-02
-1.63812148e-01 5.96079505e-02 -3.23059095e-01 -2.52984760e-02
2.87378411e-01 -7.79714886e-02]
[ 3.16795244e-02 -1.99250966e-01 7.13314008e-02 -1.09085671e-02
1.60446966e-01 -7.70987560e-02 -1.06142312e-02 -9.13021017e-02
-4.75022935e-02 1.30653786e-01]
[ -6.49157599e-02 1.71043072e-01 5.32820811e-03 -1.43469577e-01
-7.41835915e-02 2.09801883e-02 1.25320468e-02 -1.01234634e-01
-1.22764536e-02 -1.01122260e-01]
[ -5.33793251e-02 1.35595833e-01 -4.47033603e-02 6.25027485e-02
1.05998352e-01 7.18863178e-02 -1.74823587e-01 -1.48964747e-02
-1.11755923e-01 -1.19258486e-01]
[ -1.55517551e-01 7.46252512e-03 6.26834706e-02 2.38978096e-02
-1.77628790e-01 -2.20539039e-01 -1.82192829e-01 -1.96914999e-01
8.88733526e-02 1.76561354e-01]
[ -2.04579376e-01 -9.06755337e-02 1.24103910e-01 2.79672768e-01
-1.69517444e-01 -8.56804548e-02 -1.64926431e-01 -2.54382565e-01
-2.01054829e-01 2.42801210e-02]
[ 1.08030614e-01 -4.14360329e-02 -2.28448414e-02 9.93028769e-02
1.77987039e-02 -7.27576508e-02 1.08105065e-01 5.51690470e-03
1.59960956e-02 8.20005577e-03]
[ 1.69988876e-02 -7.13588053e-02 -2.20227018e-01 1.19563431e-01
2.08017821e-03 1.03486894e-01 -4.63526745e-02 -1.82711057e-02
-1.18993271e-01 -3.09071963e-02]
[ -1.29180777e-01 -5.10566468e-02 -2.07305165e-01 1.47805549e-01
-4.16835433e-02 1.37864658e-01 1.50178004e-02 -2.50326677e-01
5.81139629e-02 -2.08195071e-01]
[ -7.69740103e-02 -4.21701620e-02 2.73564766e-01 9.33320035e-02
1.20391751e-01 -5.77749508e-02 -1.29248751e-01 1.22521509e-01
6.30993390e-02 3.03113205e-02]
[ 7.72601043e-02 8.54643678e-02 1.01029447e-01 1.27210065e-01
-7.37335412e-02 -4.01793181e-02 1.62998684e-01 1.17940349e-01
-1.16077239e-02 -1.53499095e-02]
[ 1.54103217e-02 -1.10149664e-01 -2.84906786e-01 -3.36637277e-02
1.90013740e-01 -9.91045627e-02 1.30587345e-01 1.63191157e-01
1.15328311e-01 -1.02489020e-02]
[ 5.28793981e-02 4.24377711e-02 -1.19937688e-01 4.08769395e-02
-1.03319431e-01 3.27856557e-01 2.21112464e-01 2.06215847e-01
-1.70428450e-01 -4.61834783e-02]
[ 4.09982862e-03 -2.33997050e-02 1.18117683e-01 1.03925474e-01
-1.79309300e-02 1.13843179e-01 -2.16397796e-01 -3.68251935e-02
2.04898474e-01 8.57528676e-02]
[ 1.04819940e-01 7.85651422e-02 -5.16420129e-02 -1.09307968e-01
-1.08795682e-01 -3.27821631e-01 1.03158155e-01 8.92696180e-03
1.38534791e-01 8.68160308e-02]
[ -9.85469512e-02 2.14944593e-02 -1.54837230e-02 2.22580664e-02
1.53529758e-02 -2.01444911e-01 -8.91882677e-02 -1.91167766e-02
1.41935804e-02 1.29036846e-01]
[ -1.29247732e-01 -9.66971402e-03 -1.90347198e-01 1.68558183e-02
-3.12615482e-01 -1.09542432e-02 -6.27986409e-02 -2.19411091e-02
1.97613492e-02 8.68144640e-02]
[ 4.89647408e-02 1.66769940e-01 -3.46161672e-02 -1.68477838e-02
1.55588779e-01 2.27531498e-01 2.80215327e-01 1.11534232e-01
-9.79814357e-02 -2.42985269e-01]
[ 7.75196814e-02 -7.56108398e-02 1.80557529e-02 5.88463846e-02
2.18570788e-01 4.32814077e-02 1.91814226e-01 8.95401959e-02
1.26952185e-01 -2.25218277e-01]
[ 9.10559252e-02 -1.62851905e-01 -2.50579026e-03 4.23566786e-03
2.99189875e-01 -2.55876535e-02 1.97049946e-01 4.65815882e-02
-2.77458177e-01 -8.60837010e-02]
[ -6.33711479e-02 -2.77808203e-01 4.28998644e-02 -5.68024824e-02
2.85052087e-01 -1.51982778e-01 2.74328257e-01 -8.37369840e-02
4.18765925e-02 2.33662633e-01]
[ -1.98257816e-01 -1.14205796e-01 9.89127911e-02 7.25051845e-02
5.36128513e-01 9.04885961e-02 1.14242090e-01 4.64782664e-02
1.66499073e-03 -5.64505890e-04]
[ -6.87399749e-02 8.93132668e-02 3.15257893e-01 -5.93629198e-02
5.56661077e-02 -1.21609415e-01 2.68349225e-01 1.19942801e-02
-1.16783588e-01 1.69724504e-01]
[ -5.69792084e-02 -1.17377960e-02 -1.46020862e-01 -2.80256208e-03
1.66432210e-01 -2.68550287e-01 -4.64632465e-02 1.70059022e-01
6.38720455e-02 -1.20327622e-02]
[ 7.80352412e-02 1.32898235e-01 1.45710153e-01 -1.41042868e-01
1.00349098e-01 7.59523166e-02 -2.68475395e-02 2.87831486e-01
3.67229803e-02 1.11294702e-01]
[ 2.49903178e-01 3.93613136e-02 -1.33324491e-01 1.81200924e-01
-5.19202026e-01 -2.24057076e-01 -1.64343072e-01 1.83576212e-01
2.78211501e-01 -2.03650525e-01]
[ 4.07989781e-02 1.26515430e-01 2.48480241e-01 2.42013031e-01
-2.03303764e-02 -1.87723633e-01 -1.47182833e-01 -1.30695495e-01
-1.45940991e-01 -2.96370100e-01]
[ 5.08955976e-02 2.41381111e-02 -1.03969102e-01 -1.51989723e-02
1.25469825e-01 2.64284110e-02 -8.54431988e-02 -1.84134272e-01
6.46260235e-02 2.49484201e-01]
[ -1.08724338e-02 -8.38704741e-02 -7.09673672e-02 -6.67332018e-02
3.96738704e-02 -1.67277563e-01 1.21977390e-01 9.87502369e-03
2.58187199e-02 -6.71326947e-03]
[ 3.35689107e-03 -9.65455292e-03 2.33303294e-01 3.81301448e-02
-1.11645825e-01 -1.17179955e-01 1.96531359e-01 4.01584733e-02
-2.13699240e-01 7.55095924e-02]
[ 3.80273190e-02 -6.35973610e-02 9.27746391e-02 -4.05185632e-02
-8.76085720e-02 8.93483950e-02 1.68831148e-01 -2.71418051e-01
-5.37141642e-02 -1.35978888e-01]
[ -3.63981779e-02 1.02366035e-02 7.33489081e-02 -6.63305686e-02
8.37175877e-02 1.96180403e-01 1.74239085e-01 1.17876063e-01
-4.86053248e-02 1.43849912e-01]
[ 2.29436404e-01 7.27085082e-02 3.38531506e-02 9.33235677e-02
1.04136408e-02 -2.67444160e-02 -1.73182098e-01 1.47363496e-01
-4.47863981e-02 -1.07107244e-03]
[ -3.03245788e-02 -2.13548432e-01 -1.87257467e-02 -6.31809339e-02
-8.21746589e-02 -7.94746233e-02 -3.03003194e-03 4.22373695e-02
4.25967301e-02 9.10843194e-02]
[ -1.40689279e-01 1.77192120e-01 2.78055101e-02 1.62173501e-01
-3.45795237e-01 -2.04632251e-01 -2.39953441e-01 -6.90991127e-02
8.53047092e-02 7.33996625e-02]
[ 2.33511876e-02 1.82607521e-01 -1.96271718e-02 1.99492725e-01
-1.43062467e-01 1.65959785e-02 -5.94301508e-02 1.56015501e-01
2.58410176e-02 2.75233629e-01]
[ 1.95412071e-01 1.21178737e-01 2.10171023e-01 4.20786555e-02
-6.72141618e-02 1.27580346e-01 -9.86802258e-03 1.65651631e-01
1.60629770e-01 -3.18173434e-02]
[ -1.05248196e-01 1.28349023e-01 2.25209306e-01 -3.23345347e-02
1.23437222e-01 1.52667506e-01 2.57971461e-03 -1.37709002e-02
-7.04805964e-02 7.62888148e-05]
[ -1.04171222e-01 -2.62383723e-02 2.14931574e-02 7.98485554e-02
-8.80750943e-03 1.22106933e-01 2.80057466e-01 2.06629260e-02
-2.85055154e-01 -1.05933050e-01]
[ -1.78830253e-01 9.62447387e-02 -7.26738880e-02 -2.87741376e-01
-8.62600067e-03 9.50818518e-02 -2.22396309e-02 1.02413478e-01
-1.65830828e-01 9.43710114e-02]
[ 8.98772737e-02 -1.39723509e-01 -8.68319518e-02 -4.90790577e-02
-3.21930079e-03 -2.13095358e-02 -7.32784417e-02 1.51525075e-01
-7.94216293e-02 -9.22626548e-02]
[ 1.53801475e-01 -1.17060477e-01 -1.36862267e-01 2.98413144e-04
1.41461881e-01 -6.14270253e-02 -6.09289583e-02 -1.46776116e-01
1.33048497e-01 -9.06555427e-02]
[ -1.30369428e-01 1.65648290e-01 2.51073220e-01 -4.28181065e-02
2.01272110e-01 1.00356241e-01 -1.63147670e-02 -2.96671388e-01
-1.39736287e-01 -7.17733946e-02]
[ -3.35840678e-01 1.83359493e-01 1.82737107e-02 -4.68949969e-03
9.65647272e-03 -1.79440491e-01 -1.35682744e-01 2.34342422e-01
-8.16455089e-02 1.18450204e-01]
[ 1.43345996e-01 1.28747808e-01 -2.43697080e-01 -1.05027966e-01
1.00899487e-01 -2.84299586e-01 -5.18324261e-03 -1.66600900e-01
-1.45667577e-02 -1.94384258e-01]
[ 2.13800901e-01 -1.10601720e-01 6.19773901e-02 -1.74085410e-02
-2.15200445e-02 -3.09609432e-02 -5.84487481e-02 -1.36440619e-01
1.11888242e-01 -1.67019033e-01]
[ -9.80616981e-02 1.41577214e-02 1.23520116e-01 1.20666251e-01
-6.70941148e-02 -1.14023931e-01 2.03166595e-01 -7.63977451e-02
1.91065529e-01 1.05217382e-02]
[ 2.09316056e-02 -9.25674794e-02 2.15531988e-01 -2.21936504e-01
6.87204331e-02 1.10310258e-01 -2.97946016e-02 -1.10603625e-01
3.20796464e-02 2.63921692e-01]]
[[ 0.25134799]
[ 0.81422876]
[ 0.15177592]
[ 0.31909417]
[-1.29637995]
[-0.21763264]
[-0.87669335]
[-0.05060856]
[ 0.21790468]
[ 0.44551525]]
Progress: 5.4% ... Training loss: 0.563 ... Validation loss: 0.929[[ 1.27856642e-01 2.61096884e-01 -1.33669623e-01 7.09804221e-02
-6.23818342e-01 -4.31683125e-02 -1.10590621e-01 1.31378834e-01
-1.26702878e-01 1.84487476e-01]
[ 2.17183387e-02 1.95750856e-01 -1.64172893e-02 4.77170001e-02
6.86673289e-02 -9.24356006e-03 2.75374691e-01 4.12787262e-02
1.44522632e-01 -1.74055412e-02]
[ 2.30991348e-01 4.79879143e-01 4.94615351e-02 1.99115876e-01
-2.29568169e-01 -9.45410369e-02 -6.71633018e-01 -3.28506892e-02
1.54470052e-01 4.57064233e-01]
[ -6.55598286e-02 -4.43609046e-01 -2.65746938e-01 -6.76142507e-02
3.94831213e-01 1.98420189e-01 3.17548788e-01 5.72835644e-02
-2.78879828e-02 -3.38007540e-02]
[ -1.64949261e-03 2.24026900e-01 -1.48029893e-01 4.86330969e-02
8.86063875e-02 -1.76180543e-01 -3.33503903e-02 -1.18780315e-01
-2.02545883e-01 6.79289909e-02]
[ -3.57722604e-01 -2.66623518e-01 -2.91746063e-01 1.22818888e-01
1.78160345e-01 6.51785213e-02 -8.84073019e-03 -3.24797823e-02
-2.76234727e-02 1.92653446e-02]
[ 1.02398697e-03 -9.70958119e-02 1.32985919e-02 1.11581993e-01
-1.96839765e-01 -7.58632968e-02 1.27326129e-01 -1.87866581e-01
1.86476833e-01 6.40818964e-02]
[ 1.23370507e-01 -1.36317806e-01 3.49598314e-02 -5.61235979e-02
1.04643954e-01 -4.67733568e-02 -5.71389641e-02 1.24369331e-01
7.05482342e-02 1.46409783e-02]
[ -1.45038879e-01 1.57012538e-02 -2.96149187e-01 1.57994633e-02
-1.67608296e-01 5.88971956e-02 -3.25616112e-01 -2.54729306e-02
2.88107568e-01 -7.64945883e-02]
[ 3.17715663e-02 -1.99439803e-01 7.14459103e-02 -1.07861763e-02
1.61040189e-01 -7.72792426e-02 -9.23387629e-03 -9.13449390e-02
-4.73576743e-02 1.30550583e-01]
[ -6.46033944e-02 1.72007023e-01 5.45469396e-03 -1.43047752e-01
-7.63269203e-02 2.06637856e-02 1.15547775e-02 -1.01300947e-01
-1.20098581e-02 -1.00577073e-01]
[ -5.31742874e-02 1.36249791e-01 -4.45969923e-02 6.27792854e-02
1.05043132e-01 7.17005528e-02 -1.75476471e-01 -1.49411537e-02
-1.11576038e-01 -1.18904879e-01]
[ -1.55517551e-01 7.46252512e-03 6.26834706e-02 2.38978096e-02
-1.77628790e-01 -2.20539039e-01 -1.82192829e-01 -1.96914999e-01
8.88733526e-02 1.76561354e-01]
[ -2.04491779e-01 -9.05164310e-02 1.24161529e-01 2.79814917e-01
-1.69941183e-01 -8.57779327e-02 -1.65180771e-01 -2.54402513e-01
-2.00959585e-01 2.44459997e-02]
[ 1.07657440e-01 -4.25421835e-02 -2.30555428e-02 9.88631185e-02
1.96100422e-02 -7.24818758e-02 1.09412769e-01 5.58523283e-03
1.56988253e-02 7.56569956e-03]
[ 1.76898918e-02 -6.92332005e-02 -2.19853732e-01 1.20439601e-01
-1.12012233e-03 1.02852456e-01 -4.84842545e-02 -1.84183365e-02
-1.18350910e-01 -2.98821221e-02]
[ -1.29625261e-01 -5.23699719e-02 -2.07566956e-01 1.47249990e-01
-3.98399768e-02 1.38232154e-01 1.64988251e-02 -2.50241242e-01
5.77278614e-02 -2.08954223e-01]
[ -7.69568856e-02 -4.21578876e-02 2.73572457e-01 9.33549281e-02
1.20306544e-01 -5.77925216e-02 -1.29259201e-01 1.22518314e-01
6.31094710e-02 3.03549973e-02]
[ 7.66179771e-02 8.38050089e-02 1.00620461e-01 1.26344207e-01
-7.08896045e-02 -3.96074687e-02 1.65069508e-01 1.18087376e-01
-1.22222513e-02 -1.64281131e-02]
[ 1.55632208e-02 -1.09895773e-01 -2.84773850e-01 -3.34478474e-02
1.89118233e-01 -9.93096769e-02 1.30483875e-01 1.63147185e-01
1.15497911e-01 -1.01185600e-02]
[ 5.28396506e-02 4.19812278e-02 -1.19949440e-01 4.08386670e-02
-1.02739252e-01 3.27868263e-01 2.21585587e-01 2.06215486e-01
-1.70435929e-01 -4.62226561e-02]
[ 4.63964589e-03 -2.19630973e-02 1.18444301e-01 1.04585300e-01
-1.99607510e-02 1.13416085e-01 -2.17456720e-01 -3.69346166e-02
2.05351571e-01 8.65883752e-02]
[ 1.05047935e-01 7.92589958e-02 -5.15122759e-02 -1.09020517e-01
-1.09633654e-01 -3.28015910e-01 1.02441354e-01 8.88068949e-03
1.38709756e-01 8.72015632e-02]
[ -9.81677626e-02 2.27519179e-02 -1.52812435e-02 2.27476246e-02
1.33461302e-02 -2.01758847e-01 -9.04573966e-02 -1.91944530e-02
1.45205878e-02 1.29705874e-01]
[ -1.29234380e-01 -9.64405552e-03 -1.90336969e-01 1.68820578e-02
-3.12720436e-01 -1.09738147e-02 -6.28364220e-02 -2.19476492e-02
1.97854190e-02 8.68659050e-02]
[ 4.87653736e-02 1.66229830e-01 -3.47339934e-02 -1.70929559e-02
1.56572953e-01 2.27699724e-01 2.80930592e-01 1.11574892e-01
-9.81580792e-02 -2.43332111e-01]
[ 7.73602890e-02 -7.61721434e-02 1.79526939e-02 5.86243607e-02
2.19465471e-01 4.34320968e-02 1.92365615e-01 8.95756106e-02
1.26803308e-01 -2.25507224e-01]
[ 9.07890196e-02 -1.63741005e-01 -2.65645623e-03 3.90098781e-03
3.00483097e-01 -2.53590849e-02 1.98024612e-01 4.66335570e-02
-2.77684194e-01 -8.65544812e-02]
[ -6.38068834e-02 -2.79162207e-01 4.26351769e-02 -5.73680334e-02
2.87279876e-01 -1.51607816e-01 2.75857417e-01 -8.36478379e-02
4.14957497e-02 2.32943070e-01]
[ -1.98432690e-01 -1.14752917e-01 9.88033951e-02 7.22747663e-02
5.36953604e-01 9.06446725e-02 1.14843912e-01 4.65147086e-02
1.50931415e-03 -8.78549010e-04]
[ -6.96925436e-02 8.62868296e-02 3.14665295e-01 -6.06323861e-02
6.05089842e-02 -1.20813529e-01 2.71649739e-01 1.21932742e-02
-1.17639965e-01 1.68133865e-01]
[ -5.72100386e-02 -1.24566069e-02 -1.46159926e-01 -3.10540675e-03
1.67567878e-01 -2.68348324e-01 -4.56569304e-02 1.70104300e-01
6.36699711e-02 -1.24070172e-02]
[ 7.85881867e-02 1.34591331e-01 1.46049578e-01 -1.40322784e-01
9.75155940e-02 7.54661621e-02 -2.87325640e-02 2.87724609e-01
3.71990053e-02 1.12252915e-01]
[ 2.50413792e-01 4.08774273e-02 -1.33070444e-01 1.81866294e-01
-5.21875732e-01 -2.24494031e-01 -1.65946884e-01 1.83470385e-01
2.78669940e-01 -2.02828622e-01]
[ 4.09032225e-02 1.26798541e-01 2.48544705e-01 2.42144312e-01
-2.08801037e-02 -1.87816418e-01 -1.47490495e-01 -1.30716833e-01
-1.45851622e-01 -2.96197938e-01]
[ 5.07805692e-02 2.38425548e-02 -1.04041008e-01 -1.53514887e-02
1.26122009e-01 2.65214534e-02 -8.50597125e-02 -1.84113394e-01
6.45177071e-02 2.49304889e-01]
[ -1.09053179e-02 -8.39865608e-02 -7.09946705e-02 -6.67782091e-02
3.98623894e-02 -1.67246546e-01 1.22058246e-01 9.88157600e-03
2.57954855e-02 -6.77446796e-03]
[ 2.83941140e-03 -1.09560150e-02 2.32999550e-01 3.74950281e-02
-1.09415834e-01 -1.16782870e-01 1.98045137e-01 4.02578408e-02
-2.14129963e-01 7.46781173e-02]
[ 3.79856352e-02 -6.35790052e-02 9.27324447e-02 -4.05974280e-02
-8.74087256e-02 8.94053421e-02 1.68828230e-01 -2.71401137e-01
-5.38039882e-02 -1.36040370e-01]
[ -3.65891265e-02 9.73660344e-03 7.32122782e-02 -6.66122623e-02
8.48420615e-02 1.96367088e-01 1.74843044e-01 1.17921086e-01
-4.87983935e-02 1.43507508e-01]
[ 2.29697398e-01 7.35043621e-02 3.40427475e-02 9.37093000e-02
9.07997031e-03 -2.70028898e-02 -1.73893575e-01 1.47299496e-01
-4.45178130e-02 -6.18234576e-04]
[ -2.98403631e-02 -2.12011608e-01 -1.84165326e-02 -6.24972500e-02
-8.46687795e-02 -7.99390407e-02 -4.62946806e-03 4.21284394e-02
4.30577145e-02 9.19538009e-02]
[ -1.40073704e-01 1.78847840e-01 2.81775339e-02 1.62939041e-01
-3.48191936e-01 -2.05138336e-01 -2.41370803e-01 -6.92256063e-02
8.58212801e-02 7.44163581e-02]
[ 2.46756584e-02 1.86338759e-01 -1.87891804e-02 2.01209463e-01
-1.49527036e-01 1.53818450e-02 -6.31543004e-02 1.55727855e-01
2.70691785e-02 2.77184307e-01]
[ 1.95558892e-01 1.21527046e-01 2.10270324e-01 4.22913624e-02
-6.78749597e-02 1.27434016e-01 -1.02427828e-02 1.65617720e-01
1.60781410e-01 -3.15566151e-02]
[ -1.05118160e-01 1.28746761e-01 2.25282933e-01 -3.21621113e-02
1.22876948e-01 1.52558517e-01 2.15851739e-03 -1.37976495e-02
-7.03700227e-02 3.05816900e-04]
[ -1.04190289e-01 -2.63362319e-02 2.14799011e-02 7.98318802e-02
-8.91541426e-03 1.22124171e-01 2.80140038e-01 2.06642433e-02
-2.85060871e-01 -1.05955339e-01]
[ -1.78881752e-01 9.60717217e-02 -7.27086249e-02 -2.87814156e-01
-8.33453963e-03 9.51327036e-02 -2.20457294e-02 1.02424991e-01
-1.65881318e-01 9.42715734e-02]
[ 8.97450668e-02 -1.40149926e-01 -8.69172125e-02 -4.92590552e-02
-2.53963175e-03 -2.11871050e-02 -7.28181265e-02 1.51553551e-01
-7.95429935e-02 -9.24966245e-02]
[ 1.54063039e-01 -1.16405996e-01 -1.36660457e-01 6.75437017e-04
1.40762225e-01 -6.16748014e-02 -6.10184102e-02 -1.46842755e-01
1.33311036e-01 -9.02673369e-02]
[ -1.29878636e-01 1.66856575e-01 2.51388764e-01 -4.21795476e-02
1.98844130e-01 9.98844617e-02 -1.74359053e-02 -2.96783741e-01
-1.39267164e-01 -7.11474612e-02]
[ -3.35711183e-01 1.83870787e-01 1.83497469e-02 -4.48013485e-03
8.48565001e-03 -1.79584563e-01 -1.36119333e-01 2.34312135e-01
-8.14986086e-02 1.18742195e-01]
[ 1.42885678e-01 1.27074321e-01 -2.44062240e-01 -1.05681356e-01
1.03609597e-01 -2.83921705e-01 -3.40282707e-03 -1.66496977e-01
-1.50090520e-02 -1.95263513e-01]
[ 2.13670130e-01 -1.10728480e-01 6.19104483e-02 -1.75933904e-02
-2.10327162e-02 -3.08719628e-02 -5.81311847e-02 -1.36419931e-01
1.11791216e-01 -1.67266561e-01]
[ -9.73685301e-02 1.63281110e-02 1.23921056e-01 1.21581943e-01
-7.03556142e-02 -1.14636097e-01 2.01033647e-01 -7.65387474e-02
1.91628156e-01 1.16995172e-02]
[ 2.05571197e-02 -9.38826099e-02 2.15317123e-01 -2.22418153e-01
7.05776264e-02 1.10636535e-01 -2.83622521e-02 -1.10531783e-01
3.17688757e-02 2.63360157e-01]]
[[ 0.25660954]
[ 0.81913794]
[ 0.1547138 ]
[ 0.32645061]
[-1.29299132]
[-0.20993223]
[-0.8743964 ]
[-0.04218537]
[ 0.22734913]
[ 0.45148475]]
Progress: 5.5% ... Training loss: 0.562 ... Validation loss: 0.914[[ 1.28270707e-01 2.61061156e-01 -1.33438113e-01 7.13664909e-02
-6.23368721e-01 -4.34196834e-02 -1.10641065e-01 1.31323640e-01
-1.26313468e-01 1.84555336e-01]
[ 2.14288016e-02 1.94767395e-01 -1.65997745e-02 4.73271971e-02
7.02160351e-02 -8.99503693e-03 2.76387949e-01 4.13285620e-02
1.44252810e-01 -1.79016107e-02]
[ 2.31703734e-01 4.81293673e-01 4.98098052e-02 1.99947912e-01
-2.31455040e-01 -9.50686539e-02 -6.73095188e-01 -3.29622559e-02
1.55099082e-01 4.57723368e-01]
[ -6.76944320e-02 -4.48417602e-01 -2.66928857e-01 -7.00826187e-02
4.01192736e-01 2.00006276e-01 3.23023822e-01 5.76343718e-02
-2.97760690e-02 -3.66209791e-02]
[ 3.89912440e-04 2.29221340e-01 -1.46691350e-01 5.12355862e-02
8.07813860e-02 -1.77833671e-01 -3.91254434e-02 -1.19137359e-01
-2.00611011e-01 7.11514235e-02]
[ -3.58448574e-01 -2.68747188e-01 -2.92194483e-01 1.21876664e-01
1.81985415e-01 6.57564385e-02 -6.53240039e-03 -3.23622737e-02
-2.82727186e-02 1.79887798e-02]
[ 1.24830092e-03 -9.73931857e-02 1.33847407e-02 1.11673278e-01
-1.96053175e-01 -7.59009790e-02 1.27195019e-01 -1.87889056e-01
1.86643313e-01 6.40630558e-02]
[ 1.22953833e-01 -1.37941498e-01 3.46909964e-02 -5.66803766e-02
1.07058526e-01 -4.64562023e-02 -5.54759245e-02 1.24443707e-01
7.01838049e-02 1.37651811e-02]
[ -1.44828363e-01 1.60717694e-02 -2.96028341e-01 1.60468963e-02
-1.67894911e-01 5.87360243e-02 -3.25933087e-01 -2.55071955e-02
2.88282251e-01 -7.63459100e-02]
[ 3.17966790e-02 -2.00841758e-01 7.13819503e-02 -1.09884128e-02
1.63963619e-01 -7.71789374e-02 -8.14733312e-03 -9.13369447e-02
-4.73671455e-02 1.29842979e-01]
[ -6.50581062e-02 1.70451726e-01 5.17810171e-03 -1.43640581e-01
-7.39044849e-02 2.10372427e-02 1.32634577e-02 -1.01219983e-01
-1.24219684e-02 -1.01419229e-01]
[ -5.34525018e-02 1.35532824e-01 -4.47667000e-02 6.24140666e-02
1.06436883e-01 7.19230090e-02 -1.74748410e-01 -1.48949674e-02
-1.11826970e-01 -1.19377644e-01]
[ -1.55517551e-01 7.46252512e-03 6.26834706e-02 2.38978096e-02
-1.77628790e-01 -2.20539039e-01 -1.82192829e-01 -1.96914999e-01
8.88733526e-02 1.76561354e-01]
[ -2.04640799e-01 -9.10651825e-02 1.24059438e-01 2.79599294e-01
-1.69042049e-01 -8.56415680e-02 -1.64654433e-01 -2.54375653e-01
-2.01097977e-01 2.41497697e-02]
[ 1.07209167e-01 -4.37286357e-02 -2.33159282e-02 9.83177472e-02
2.19602212e-02 -7.21583662e-02 1.10799294e-01 5.65246608e-03
1.53141424e-02 6.81478202e-03]
[ 1.74932710e-02 -6.98377688e-02 -2.19968099e-01 1.20177303e-01
-2.15208316e-04 1.03022976e-01 -4.79048278e-02 -1.83847953e-02
-1.18531549e-01 -3.02205227e-02]
[ -1.28929494e-01 -5.04071733e-02 -2.07145838e-01 1.48090250e-01
-4.27197202e-02 1.37672796e-01 1.42109015e-02 -2.50346677e-01
5.83586828e-02 -2.07833867e-01]
[ -7.72486419e-02 -4.34272010e-02 2.73364112e-01 9.29319547e-02
1.22288312e-01 -5.75029704e-02 -1.28006266e-01 1.22569415e-01
6.28187266e-02 2.97040230e-02]
[ 7.64733020e-02 8.30069894e-02 1.00499234e-01 1.26049248e-01
-6.93673261e-02 -3.94101486e-02 1.65853691e-01 1.18116848e-01
-1.23828764e-02 -1.69052631e-02]
[ 1.48711380e-02 -1.12035552e-01 -2.85207824e-01 -3.43773774e-02
1.92467574e-01 -9.87403935e-02 1.32686808e-01 1.63264054e-01
1.14882171e-01 -1.12806134e-02]
[ 5.30383248e-02 4.24035786e-02 -1.19828496e-01 4.11004647e-02
-1.03547060e-01 3.27696481e-01 2.21073487e-01 2.06187579e-01
-1.70256549e-01 -4.59857697e-02]
[ 5.32338845e-03 -2.03149228e-02 1.18854046e-01 1.05492696e-01
-2.24330901e-02 1.12845867e-01 -2.19063696e-01 -3.70529462e-02
2.05982720e-01 8.75333574e-02]
[ 1.04992132e-01 7.90761716e-02 -5.15426348e-02 -1.09096528e-01
-1.09362265e-01 -3.27967084e-01 1.02609507e-01 8.88903798e-03
1.38656487e-01 8.70950440e-02]
[ -9.83599188e-02 2.21349379e-02 -1.54032120e-02 2.24865718e-02
1.43507056e-02 -2.01596922e-01 -8.98107910e-02 -1.91608056e-02
1.43399228e-02 1.29353015e-01]
[ -1.29349989e-01 -1.00049126e-02 -1.90406321e-01 1.67201382e-02
-3.12104509e-01 -1.08735372e-02 -6.24532356e-02 -2.19279067e-02
1.96763153e-02 8.66762589e-02]
[ 4.83737869e-02 1.64969831e-01 -3.49700990e-02 -1.76010964e-02
1.58555159e-01 2.28025375e-01 2.82265101e-01 1.11640830e-01
-9.85132844e-02 -2.44011134e-01]
[ 7.73227717e-02 -7.62502497e-02 1.79311664e-02 5.85767409e-02
2.19647587e-01 4.34631844e-02 1.92471218e-01 8.95819392e-02
1.26770643e-01 -2.25561414e-01]
[ 9.06205789e-02 -1.64323042e-01 -2.75690692e-03 3.68771923e-03
3.01252909e-01 -2.52250271e-02 1.98642495e-01 4.66598394e-02
-2.77833618e-01 -8.68485565e-02]
[ -6.43147189e-02 -2.80791150e-01 4.23185784e-02 -5.80485512e-02
2.89959559e-01 -1.51173908e-01 2.77591485e-01 -8.35607867e-02
4.10331758e-02 2.32092170e-01]
[ -1.98677135e-01 -1.15544773e-01 9.86541941e-02 7.19554379e-02
5.38184480e-01 9.08555932e-02 1.15692444e-01 4.65572749e-02
1.28794544e-03 -1.32807388e-03]
[ -7.00982256e-02 8.50491568e-02 3.14413350e-01 -6.11738265e-02
6.26343644e-02 -1.20474747e-01 2.72883873e-01 1.22618496e-02
-1.18005878e-01 1.67397418e-01]
[ -5.74551406e-02 -1.32203897e-02 -1.46295301e-01 -3.42155982e-03
1.68785225e-01 -2.68156715e-01 -4.48581582e-02 1.70143739e-01
6.34552398e-02 -1.28317096e-02]
[ 7.91399384e-02 1.36093207e-01 1.46379332e-01 -1.39630030e-01
9.49723681e-02 7.50195786e-02 -3.04831010e-02 2.87639592e-01
3.76807074e-02 1.13166433e-01]
[ 2.50278111e-01 4.04395305e-02 -1.33148392e-01 1.81682703e-01
-5.21159940e-01 -2.24377936e-01 -1.65500256e-01 1.83493867e-01
2.78549287e-01 -2.03067080e-01]
[ 4.09141333e-02 1.26850342e-01 2.48551120e-01 2.42152953e-01
-2.08970210e-02 -1.87824525e-01 -1.47550809e-01 -1.30716240e-01
-1.45843262e-01 -2.96185410e-01]
[ 5.07694335e-02 2.38708745e-02 -1.04077327e-01 -1.54016835e-02
1.26361189e-01 2.65331603e-02 -8.50962472e-02 -1.84102985e-01
6.44888419e-02 2.49189470e-01]
[ -1.07785024e-02 -8.35398567e-02 -7.09181938e-02 -6.65928115e-02
3.91314901e-02 -1.67369321e-01 1.21676410e-01 9.85741233e-03
2.59189071e-02 -6.58746104e-03]
[ 2.95823308e-03 -1.06266121e-02 2.33066824e-01 3.76284552e-02
-1.09719545e-01 -1.16880201e-01 1.97824612e-01 4.02404472e-02
-2.14034944e-01 7.48137132e-02]
[ 3.77611467e-02 -6.41934229e-02 9.26103950e-02 -4.08620278e-02
-8.63957147e-02 8.95614572e-02 1.69467363e-01 -2.71370810e-01
-5.39858922e-02 -1.36467512e-01]
[ -3.62023586e-02 1.08691776e-02 7.34085758e-02 -6.61277960e-02
8.33905546e-02 1.96049029e-01 1.73859685e-01 1.17858472e-01
-4.84785302e-02 1.43968857e-01]
[ 2.29701686e-01 7.33529150e-02 3.40450585e-02 9.37406245e-02
9.28293451e-03 -2.70264057e-02 -1.73822376e-01 1.47296930e-01
-4.45010168e-02 -6.38842108e-04]
[ -2.97675333e-02 -2.11789715e-01 -1.83762129e-02 -6.24080760e-02
-8.50105627e-02 -7.99890951e-02 -4.84065245e-03 4.21164363e-02
4.31171485e-02 9.20693701e-02]
[ -1.39505386e-01 1.80016409e-01 2.85004733e-02 1.63579041e-01
-3.49886271e-01 -2.05530113e-01 -2.42856119e-01 -6.93187050e-02
8.63265357e-02 7.52785583e-02]
[ 2.52467900e-02 1.87552832e-01 -1.84372108e-02 2.01854363e-01
-1.51515752e-01 1.49937365e-02 -6.48476688e-02 1.55636502e-01
2.75883092e-02 2.78071157e-01]
[ 1.95658501e-01 1.21838004e-01 2.10342954e-01 4.24654685e-02
-6.83718778e-02 1.27315234e-01 -1.04751734e-02 1.65595899e-01
1.60894607e-01 -3.13903609e-02]
[ -1.05099929e-01 1.28802030e-01 2.25292362e-01 -3.21382977e-02
1.22782691e-01 1.52544031e-01 2.10783385e-03 -1.38007465e-02
-7.03535123e-02 3.35654465e-04]
[ -1.04187873e-01 -2.63020372e-02 2.14768730e-02 7.98336971e-02
-8.90448778e-03 1.22118959e-01 2.80111472e-01 2.06639113e-02
-2.85064092e-01 -1.05951204e-01]
[ -1.79343673e-01 9.46559595e-02 -7.29917418e-02 -2.88416515e-01
-6.20208430e-03 9.55159687e-02 -2.05458529e-02 1.02502580e-01
-1.66294447e-01 9.34865281e-02]
[ 8.93391972e-02 -1.41357862e-01 -8.71696225e-02 -4.98019467e-02
-6.39497698e-04 -2.08392935e-02 -7.14905680e-02 1.51623574e-01
-7.99245452e-02 -9.32184709e-02]
[ 1.53948140e-01 -1.16834363e-01 -1.36718599e-01 5.34356372e-04
1.41431424e-01 -6.15937739e-02 -6.06063202e-02 -1.46824751e-01
1.33210091e-01 -9.04522325e-02]
[ -1.30747652e-01 1.64212396e-01 2.50876692e-01 -4.32764012e-02
2.02957252e-01 1.00580549e-01 -1.45666489e-02 -2.96648282e-01
-1.40024988e-01 -7.26498075e-02]
[ -3.35905928e-01 1.83419207e-01 1.82359276e-02 -4.72921228e-03
9.15955386e-03 -1.79444807e-01 -1.35558596e-01 2.34346463e-01
-8.16703016e-02 1.18416277e-01]
[ 1.42430374e-01 1.25717307e-01 -2.44372119e-01 -1.06332912e-01
1.06139929e-01 -2.83531543e-01 -2.08115783e-03 -1.66410467e-01
-1.54486778e-02 -1.96063689e-01]
[ 2.13020801e-01 -1.13227531e-01 6.15043824e-02 -1.85519069e-02
-1.73416929e-02 -3.02377759e-02 -5.58468149e-02 -1.36301306e-01
1.11183322e-01 -1.68505924e-01]
[ -9.72882960e-02 1.59747751e-02 1.23931936e-01 1.21531946e-01
-6.91011160e-02 -1.14608715e-01 2.00980668e-01 -7.65432589e-02
1.91663413e-01 1.16545379e-02]
[ 2.20523655e-02 -8.98233036e-02 2.16195961e-01 -2.20431355e-01
6.43851651e-02 1.09364153e-01 -3.22341113e-02 -1.10785054e-01
3.31390878e-02 2.65435311e-01]]
[[ 0.25260346]
[ 0.8205673 ]
[ 0.15148483]
[ 0.32215695]
[-1.30672233]
[-0.21670967]
[-0.8874471 ]
[-0.04954497]
[ 0.22193455]
[ 0.45062998]]
Progress: 5.5% ... Training loss: 0.561 ... Validation loss: 0.923[[ 1.28256076e-01 2.60396479e-01 -1.33432807e-01 7.13549804e-02
-6.22314537e-01 -4.33760527e-02 -1.09259168e-01 1.31316275e-01
-1.26248861e-01 1.84254003e-01]
[ 2.12666290e-02 1.94304108e-01 -1.66948821e-02 4.71233495e-02
7.10365173e-02 -8.85615891e-03 2.76874660e-01 4.13600700e-02
1.44121903e-01 -1.81519338e-02]
[ 2.31976469e-01 4.81838476e-01 5.00421003e-02 2.00376152e-01
-2.32329483e-01 -9.53398868e-02 -6.72591886e-01 -3.30424207e-02
1.55415786e-01 4.58011481e-01]
[ -6.91370682e-02 -4.52539141e-01 -2.67799744e-01 -7.19019984e-02
4.07435309e-01 2.01251953e-01 3.27382886e-01 5.79161084e-02
-3.10761498e-02 -3.87104019e-02]
[ 1.78983277e-03 2.34139155e-01 -1.45766126e-01 5.30980475e-02
7.43867054e-02 -1.79210353e-01 -4.37200031e-02 -1.19435129e-01
-1.99323494e-01 7.36765600e-02]
[ -3.58429443e-01 -2.68933474e-01 -2.92196797e-01 1.21900587e-01
1.82064795e-01 6.57471653e-02 -6.38690933e-03 -3.23630034e-02
-2.82372200e-02 1.79343785e-02]
[ 9.84833060e-04 -9.87201921e-02 1.32142932e-02 1.11312956e-01
-1.94119284e-01 -7.56341169e-02 1.28441833e-01 -1.87838287e-01
1.86458091e-01 6.35606937e-02]
[ 1.22725791e-01 -1.38953622e-01 3.45900187e-02 -5.69537019e-02
1.08554702e-01 -4.62696849e-02 -5.36660423e-02 1.24474139e-01
7.00449576e-02 1.32774729e-02]
[ -1.44544516e-01 1.70418712e-02 -2.95850684e-01 1.64234315e-02
-1.69374939e-01 5.85048765e-02 -3.26807413e-01 -2.55633966e-02
2.88529462e-01 -7.58428634e-02]
[ 3.17854956e-02 -2.01992331e-01 7.13933648e-02 -1.10168639e-02
1.65238649e-01 -7.70640707e-02 -6.28900327e-03 -9.13449682e-02
-4.72693763e-02 1.29534644e-01]
[ -6.50251716e-02 1.70675081e-01 5.18210542e-03 -1.43619083e-01
-7.42076235e-02 2.09888324e-02 1.31367408e-02 -1.01225359e-01
-1.24019888e-02 -1.01306249e-01]
[ -5.36627844e-02 1.34904727e-01 -4.48782008e-02 6.21878297e-02
1.07494410e-01 7.20695109e-02 -1.74152162e-01 -1.48572966e-02
-1.11986078e-01 -1.19723713e-01]
[ -1.55517551e-01 7.46252512e-03 6.26834706e-02 2.38978096e-02
-1.77628790e-01 -2.20539039e-01 -1.82192829e-01 -1.96914999e-01
8.88733526e-02 1.76561354e-01]
[ -2.04670541e-01 -9.12136363e-02 1.24030285e-01 2.79522321e-01
-1.68630465e-01 -8.55902371e-02 -1.64446409e-01 -2.54363712e-01
-2.01136072e-01 2.40058551e-02]
[ 1.07178653e-01 -4.40305540e-02 -2.33352523e-02 9.83093419e-02
2.20839080e-02 -7.21503637e-02 1.11011282e-01 5.65660886e-03
1.53130284e-02 6.74820186e-03]
[ 1.74296799e-02 -6.99647286e-02 -2.20005795e-01 1.20107767e-01
4.13666587e-07 1.03065967e-01 -4.77052984e-02 -1.83748631e-02
-1.18577058e-01 -3.03123750e-02]
[ -1.29042012e-01 -5.07368272e-02 -2.07212342e-01 1.47943426e-01
-4.20701957e-02 1.37772498e-01 1.44979200e-02 -2.50325918e-01
5.82740227e-02 -2.08022397e-01]
[ -7.70698122e-02 -4.29882153e-02 2.73475206e-01 9.31490476e-02
1.21586147e-01 -5.76277018e-02 -1.28500609e-01 1.22534331e-01
6.29852379e-02 3.00432715e-02]
[ 7.60830402e-02 8.13506735e-02 1.00242637e-01 1.25534761e-01
-6.71784145e-02 -3.90622143e-02 1.67558776e-01 1.18195234e-01
-1.27000472e-02 -1.76556989e-02]
[ 1.47455490e-02 -1.12408173e-01 -2.85272164e-01 -3.45371165e-02
1.93181794e-01 -9.86395509e-02 1.33283991e-01 1.63290239e-01
1.14780446e-01 -1.15547905e-02]
[ 5.23476491e-02 3.99609799e-02 -1.20243258e-01 4.02068300e-02
-9.99243887e-02 3.28286746e-01 2.23723851e-01 2.06319598e-01
-1.70863215e-01 -4.72215680e-02]
[ 6.06989280e-03 -1.80256089e-02 1.19331946e-01 1.06479452e-01
-2.59508421e-02 1.12206221e-01 -2.21060625e-01 -3.72120523e-02
2.06685722e-01 8.88221625e-02]
[ 1.05206442e-01 7.97321080e-02 -5.14151116e-02 -1.08816998e-01
-1.10429341e-01 -3.28128173e-01 1.01959321e-01 8.84627376e-03
1.38833548e-01 8.74614084e-02]
[ -9.81052639e-02 2.29764397e-02 -1.52457123e-02 2.28240994e-02
1.29803646e-02 -2.01822675e-01 -9.06882739e-02 -1.92112684e-02
1.45668193e-02 1.29822161e-01]
[ -1.29489928e-01 -1.04074433e-02 -1.90488044e-01 1.65356418e-02
-3.11343976e-01 -1.07504301e-02 -6.19656250e-02 -2.18995834e-02
1.95564214e-02 8.64225588e-02]
[ 4.82146477e-02 1.64448841e-01 -3.50679667e-02 -1.78091289e-02
1.59297604e-01 2.28151822e-01 2.82840121e-01 1.11671415e-01
-9.86543653e-02 -2.44302631e-01]
[ 7.62714665e-02 -7.97776024e-02 1.72759994e-02 5.71861695e-02
2.25152807e-01 4.44113654e-02 1.96193105e-01 8.97939779e-02
1.25841064e-01 -2.27490664e-01]
[ 9.03251004e-02 -1.65234333e-01 -2.94261990e-03 3.28960497e-03
3.02853528e-01 -2.49624038e-02 1.99645830e-01 4.67214097e-02
-2.78086208e-01 -8.73948059e-02]
[ -6.47149071e-02 -2.82020404e-01 4.20798210e-02 -5.85526119e-02
2.91940796e-01 -1.50849373e-01 2.78991811e-01 -8.34876317e-02
4.06899956e-02 2.31457466e-01]
[ -1.98677135e-01 -1.15544773e-01 9.86541941e-02 7.19554379e-02
5.38184480e-01 9.08555932e-02 1.15692444e-01 4.65572749e-02
1.28794544e-03 -1.32807388e-03]
[ -7.06001288e-02 8.33425292e-02 3.14083617e-01 -6.18770272e-02
6.54045523e-02 -1.20003410e-01 2.74752956e-01 1.23685525e-02
-1.18481996e-01 1.66528189e-01]
[ -5.78168830e-02 -1.43595389e-02 -1.46508401e-01 -3.88482980e-03
1.70667555e-01 -2.67847050e-01 -4.35896685e-02 1.70214569e-01
6.31463233e-02 -1.34276245e-02]
[ 7.92109349e-02 1.36299488e-01 1.46424907e-01 -1.39535488e-01
9.46290460e-02 7.49546320e-02 -3.06960059e-02 2.87625457e-01
3.77433465e-02 1.13308403e-01]
[ 2.50754302e-01 4.18511034e-02 -1.32846148e-01 1.82318801e-01
-5.23484447e-01 -2.24795140e-01 -1.66905512e-01 1.83396093e-01
2.79001866e-01 -2.02222249e-01]
[ 4.10362095e-02 1.27247765e-01 2.48623763e-01 2.42304924e-01
-2.14598181e-02 -1.87927385e-01 -1.47969685e-01 -1.30738946e-01
-1.45736545e-01 -2.95980450e-01]
[ 5.07830540e-02 2.39104779e-02 -1.04070271e-01 -1.53843042e-02
1.26291085e-01 2.65219605e-02 -8.51405048e-02 -1.84105429e-01
6.45006350e-02 2.49213658e-01]
[ -1.09706687e-02 -8.39240149e-02 -7.10430742e-02 -6.68426077e-02
3.98430013e-02 -1.67220748e-01 1.22183241e-01 9.89813935e-03
2.57380901e-02 -6.86961577e-03]
[ 2.86076944e-03 -1.07995402e-02 2.33010831e-01 3.75065360e-02
-1.09285225e-01 -1.16809763e-01 1.98074602e-01 4.02592249e-02
-2.14113019e-01 7.46784777e-02]
[ 3.79087197e-02 -6.38309240e-02 9.27132455e-02 -4.06427439e-02
-8.69966517e-02 8.94129134e-02 1.69035507e-01 -2.71406977e-01
-5.38348915e-02 -1.36255785e-01]
[ -3.58704338e-02 1.17837951e-02 7.36256069e-02 -6.56830732e-02
8.17492729e-02 1.95755002e-01 1.72849920e-01 1.17788411e-01
-4.81678034e-02 1.44474556e-01]
[ 2.29755792e-01 7.35153310e-02 3.40789388e-02 9.38142610e-02
8.98577651e-03 -2.70767867e-02 -1.73998554e-01 1.47285291e-01
-4.44495235e-02 -5.25504029e-04]
[ -2.95823280e-02 -2.11304998e-01 -1.82631326e-02 -6.21537284e-02
-8.56812316e-02 -8.01445294e-02 -5.23238231e-03 4.20765906e-02
4.32917396e-02 9.22895843e-02]
[ -1.38688383e-01 1.82265588e-01 2.89984487e-02 1.64612215e-01
-3.53779584e-01 -2.06172210e-01 -2.45045945e-01 -6.94785364e-02
8.70714461e-02 7.66031168e-02]
[ 2.56705301e-02 1.88883652e-01 -1.81709361e-02 2.02400003e-01
-1.53543033e-01 1.46335989e-02 -6.61567504e-02 1.55551729e-01
2.79559807e-02 2.78763230e-01]
[ 1.95945180e-01 1.22689509e-01 2.10532696e-01 4.28736802e-02
-6.98267156e-02 1.27047091e-01 -1.13873703e-02 1.65530660e-01
1.61182149e-01 -3.08455256e-02]
[ -1.04630143e-01 1.30116696e-01 2.25565142e-01 -3.15487557e-02
1.20468858e-01 1.52155367e-01 6.73626074e-04 -1.38879603e-02
-6.99471633e-02 1.06286681e-03]
[ -1.04105716e-01 -2.60327154e-02 2.15293168e-02 7.99455282e-02
-9.36394533e-03 1.22042350e-01 2.79817329e-01 2.06463158e-02
-2.84988474e-01 -1.05797914e-01]
[ -1.79642282e-01 9.36973105e-02 -7.31731201e-02 -2.88799472e-01
-4.70036367e-03 9.57804636e-02 -1.96145029e-02 1.02561461e-01
-1.66557520e-01 9.30672237e-02]
[ 8.90276019e-02 -1.42357399e-01 -8.73566925e-02 -5.01935944e-02
9.19828998e-04 -2.05723835e-02 -7.04587385e-02 1.51683999e-01
-8.01961053e-02 -9.37652520e-02]
[ 1.53436118e-01 -1.18615368e-01 -1.37020502e-01 -1.55462812e-04
1.44396456e-01 -6.11506427e-02 -5.86336786e-02 -1.46720971e-01
1.32754151e-01 -9.13252448e-02]
[ -1.30292121e-01 1.65320848e-01 2.51146594e-01 -4.27203533e-02
2.00867472e-01 1.00200685e-01 -1.57444594e-02 -2.96741420e-01
-1.39598303e-01 -7.18550580e-02]
[ -3.36089408e-01 1.82605822e-01 1.81211746e-02 -4.95724409e-03
1.01081406e-02 -1.79278791e-01 -1.34739100e-01 2.34381577e-01
-8.18084044e-02 1.18082374e-01]
[ 1.43236009e-01 1.28100445e-01 -2.43883899e-01 -1.05301497e-01
1.02286297e-01 -2.84163768e-01 -4.25299395e-03 -1.66570847e-01
-1.47381859e-02 -1.94752452e-01]
[ 2.12927350e-01 -1.13720262e-01 6.14481419e-02 -1.86784658e-02
-1.67398501e-02 -3.01470817e-02 -5.53250204e-02 -1.36285108e-01
1.11115384e-01 -1.68700821e-01]
[ -9.81770412e-02 1.33597226e-02 1.23388388e-01 1.20412582e-01
-6.48945147e-02 -1.13860277e-01 2.03872161e-01 -7.63675282e-02
1.90907156e-01 1.01141368e-02]
[ 2.22803661e-02 -8.91680353e-02 2.16358201e-01 -2.20088234e-01
6.36359323e-02 1.09140920e-01 -3.27620283e-02 -1.10838087e-01
3.33787892e-02 2.65730112e-01]]
[[ 0.25245794]
[ 0.82685669]
[ 0.15206791]
[ 0.32246069]
[-1.3131554 ]
[-0.220595 ]
[-0.89663786]
[-0.05335923]
[ 0.22138946]
[ 0.45188234]]
Progress: 5.5% ... Training loss: 0.560 ... Validation loss: 0.924[[ 1.30261393e-01 2.66092551e-01 -1.32160765e-01 7.39060885e-02
-6.30031187e-01 -4.51115429e-02 -1.14879382e-01 1.30873263e-01
-1.24333930e-01 1.87274601e-01]
[ 2.13052210e-02 1.94364071e-01 -1.66720966e-02 4.71619191e-02
7.08729237e-02 -8.88398455e-03 2.76754794e-01 4.13527498e-02
1.44159021e-01 -1.80910594e-02]
[ 2.33095066e-01 4.85825114e-01 5.07583807e-02 2.01774771e-01
-2.36798151e-01 -9.63288549e-02 -6.76182470e-01 -3.32851974e-02
1.56366901e-01 4.59694855e-01]
[ -6.99963288e-02 -4.54713835e-01 -2.68271666e-01 -7.27549917e-02
4.08446979e-01 2.01906442e-01 3.29451285e-01 5.80929331e-02
-3.18598575e-02 -3.97242086e-02]
[ 6.84183837e-04 2.30672975e-01 -1.46433108e-01 5.15503609e-02
8.12366312e-02 -1.78209993e-01 -3.99950835e-02 -1.19222738e-01
-2.00154602e-01 7.16884434e-02]
[ -3.58167646e-01 -2.68430670e-01 -2.92015053e-01 1.22248318e-01
1.80930089e-01 6.55012208e-02 -6.71179564e-03 -3.24213748e-02
-2.79517320e-02 1.82583685e-02]
[ 1.83390812e-03 -9.65110736e-02 1.37277418e-02 1.12299751e-01
-1.96462246e-01 -7.62942715e-02 1.26006800e-01 -1.88024293e-01
1.87240417e-01 6.47441352e-02]
[ 1.23446479e-01 -1.36411742e-01 3.50847949e-02 -5.59129991e-02
1.04725028e-01 -4.69755321e-02 -5.58630241e-02 1.24299092e-01
7.07181635e-02 1.45344904e-02]
[ -1.44840182e-01 1.60459241e-02 -2.96012530e-01 1.60555314e-02
-1.67691882e-01 5.87623201e-02 -3.25784478e-01 -2.55038805e-02
2.88257071e-01 -7.63723323e-02]
[ 3.34062833e-02 -1.97124573e-01 7.24423937e-02 -8.95544489e-03
1.59136586e-01 -7.84922149e-02 -1.07396682e-02 -9.17132149e-02
-4.57511090e-02 1.31908326e-01]
[ -6.46921852e-02 1.71385489e-01 5.40852661e-03 -1.43142983e-01
-7.58775941e-02 2.06931345e-02 1.22659897e-02 -1.01304295e-01
-1.20805764e-02 -1.00725625e-01]
[ -5.40806644e-02 1.33584416e-01 -4.51255275e-02 6.16576393e-02
1.09642159e-01 7.24388504e-02 -1.72764711e-01 -1.47700238e-02
-1.12357129e-01 -1.20443039e-01]
[ -1.55517551e-01 7.46252512e-03 6.26834706e-02 2.38978096e-02
-1.77628790e-01 -2.20539039e-01 -1.82192829e-01 -1.96914999e-01
8.88733526e-02 1.76561354e-01]
[ -2.04733404e-01 -9.15750280e-02 1.23995888e-01 2.79427459e-01
-1.68337425e-01 -8.55229608e-02 -1.64112185e-01 -2.54351152e-01
-2.01173453e-01 2.38890646e-02]
[ 1.07426855e-01 -4.34596928e-02 -2.31664210e-02 9.86706854e-02
2.07544937e-02 -7.23998262e-02 1.10390857e-01 5.60049044e-03
1.55711849e-02 7.15888630e-03]
[ 1.74110624e-02 -6.98791614e-02 -2.20017877e-01 1.20074282e-01
2.53907638e-04 1.03072448e-01 -4.74430910e-02 -1.83722211e-02
-1.18584676e-01 -3.04468079e-02]
[ -1.28820229e-01 -5.03443536e-02 -2.07072615e-01 1.48148824e-01
-4.21101808e-02 1.37630824e-01 1.40871970e-02 -2.50379823e-01
5.84852423e-02 -2.07750259e-01]
[ -7.64659235e-02 -4.15046464e-02 2.73818612e-01 9.38474605e-02
1.19253309e-01 -5.81115929e-02 -1.30244491e-01 1.22416422e-01
6.35021472e-02 3.08744933e-02]
[ 7.61075644e-02 8.16692078e-02 1.00272069e-01 1.25612702e-01
-6.71029048e-02 -3.90819491e-02 1.67209152e-01 1.18183625e-01
-1.26600629e-02 -1.75416415e-02]
[ 1.51012680e-02 -1.11253088e-01 -2.85041917e-01 -3.40435344e-02
1.91037148e-01 -9.89643551e-02 1.32120270e-01 1.63211239e-01
1.15081032e-01 -1.09749611e-02]
[ 5.28307529e-02 4.14137793e-02 -1.19920700e-01 4.08732442e-02
-1.01834491e-01 3.27814212e-01 2.22360491e-01 2.06203332e-01
-1.70382159e-01 -4.64060546e-02]
[ 5.87631677e-03 -1.83900689e-02 1.19239250e-01 1.06260801e-01
-2.52589331e-02 1.12361064e-01 -2.20418187e-01 -3.71756822e-02
2.06512972e-01 8.85057781e-02]
[ 1.04904142e-01 7.87790969e-02 -5.15943141e-02 -1.09200279e-01
-1.08878286e-01 -3.27865787e-01 1.03002894e-01 8.90984541e-03
1.38565699e-01 8.69177853e-02]
[ -9.79401666e-02 2.34687298e-02 -1.51429018e-02 2.30452534e-02
1.21283318e-02 -2.01977324e-01 -9.12939206e-02 -1.92487737e-02
1.47174838e-02 1.30132848e-01]
[ -1.29478996e-01 -1.04219043e-02 -1.90478554e-01 1.65490037e-02
-3.11224248e-01 -1.07491667e-02 -6.19246528e-02 -2.19023247e-02
1.95520748e-02 8.64346381e-02]
[ 4.76349415e-02 1.62569908e-01 -3.54027774e-02 -1.85733417e-02
1.62253741e-01 2.28669032e-01 2.84898782e-01 1.11797061e-01
-9.91670709e-02 -2.45367778e-01]
[ 7.61043615e-02 -8.03167497e-02 1.71796332e-02 5.69744330e-02
2.26001876e-01 4.45593357e-02 1.96769753e-01 8.98285491e-02
1.25693215e-01 -2.27791997e-01]
[ 8.99660869e-02 -1.66385057e-01 -3.17081767e-03 2.80062959e-03
3.04825216e-01 -2.46259217e-02 2.00933417e-01 4.68016665e-02
-2.78417637e-01 -8.80582047e-02]
[ -6.47150228e-02 -2.82081547e-01 4.20783977e-02 -5.85502070e-02
2.92054794e-01 -1.50854079e-01 2.79040834e-01 -8.34890482e-02
4.06927510e-02 2.31452237e-01]
[ -1.99016729e-01 -1.16635783e-01 9.84437963e-02 7.15205186e-02
5.39841505e-01 9.11606257e-02 1.16914337e-01 4.66299545e-02
9.90071515e-04 -1.89913491e-03]
[ -7.09012207e-02 8.23184075e-02 3.13886676e-01 -6.22963961e-02
6.69715611e-02 -1.19721182e-01 2.75885046e-01 1.24387515e-02
-1.18755757e-01 1.65955675e-01]
[ -5.78846309e-02 -1.45992088e-02 -1.46547913e-01 -3.96734161e-03
1.71008819e-01 -2.67789499e-01 -4.33539348e-02 1.70228451e-01
6.30887640e-02 -1.35498488e-02]
[ 7.95414778e-02 1.37363326e-01 1.46646957e-01 -1.39051232e-01
9.26212056e-02 7.46346777e-02 -3.18187257e-02 2.87551817e-01
3.80737560e-02 1.13928645e-01]
[ 2.51397992e-01 4.40533796e-02 -1.32446952e-01 1.83151790e-01
-5.26415768e-01 -2.25347808e-01 -1.69257232e-01 1.83253270e-01
2.79578997e-01 -2.01025624e-01]
[ 4.12553415e-02 1.27862687e-01 2.48765653e-01 2.42602112e-01
-2.26021304e-02 -1.88134523e-01 -1.48599732e-01 -1.30787462e-01
-1.45530263e-01 -2.95638354e-01]
[ 5.06869727e-02 2.37308393e-02 -1.04116921e-01 -1.55103126e-02
1.26798534e-01 2.65954829e-02 -8.46703890e-02 -1.84089732e-01
6.44203173e-02 2.48988561e-01]
[ -1.09706687e-02 -8.39240149e-02 -7.10430742e-02 -6.68426077e-02
3.98430013e-02 -1.67220748e-01 1.22183241e-01 9.89813935e-03
2.57380901e-02 -6.86961577e-03]
[ 2.70199206e-03 -1.12270484e-02 2.32910121e-01 3.72922767e-02
-1.08550141e-01 -1.16677452e-01 1.98548196e-01 4.02967597e-02
-2.14269457e-01 7.44140060e-02]
[ 3.78918258e-02 -6.38715624e-02 9.27036707e-02 -4.06639990e-02
-8.69243853e-02 8.94273124e-02 1.69091712e-01 -2.71403902e-01
-5.38495569e-02 -1.36285303e-01]
[ -3.59238869e-02 1.16625676e-02 7.35951507e-02 -6.57485225e-02
8.20237309e-02 1.95798839e-01 1.72944188e-01 1.17799583e-01
-4.82154435e-02 1.44413305e-01]
[ 2.29625548e-01 7.31855606e-02 3.40001025e-02 9.36406776e-02
9.56964960e-03 -2.69667671e-02 -1.73625768e-01 1.47313248e-01
-4.45532901e-02 -7.50483605e-04]
[ -2.92048433e-02 -2.10103470e-01 -1.80295676e-02 -6.16402469e-02
-8.72988863e-02 -8.04737514e-02 -6.40450088e-03 4.19911021e-02
4.36411929e-02 9.28570093e-02]
[ -1.37389329e-01 1.85940406e-01 2.98032823e-02 1.66284710e-01
-3.59081775e-01 -2.07313484e-01 -2.48800097e-01 -6.97602103e-02
8.82304028e-02 7.87825503e-02]
[ 2.66935401e-02 1.91576923e-01 -1.75325386e-02 2.03643740e-01
-1.57934211e-01 1.37770906e-02 -6.91292290e-02 1.55328981e-01
2.88591193e-02 2.80298139e-01]
[ 1.96431394e-01 1.24381777e-01 2.10849928e-01 4.35799170e-02
-7.25294230e-02 1.26574148e-01 -1.31687144e-02 1.65414301e-01
1.61657248e-01 -2.99554347e-02]
[ -1.04474708e-01 1.30595932e-01 2.25651917e-01 -3.13587596e-02
1.19751597e-01 1.52022072e-01 1.20762427e-04 -1.39183775e-02
-6.98162265e-02 1.32485468e-03]
[ -1.04218067e-01 -2.64502721e-02 2.14663351e-02 7.98122825e-02
-8.89227941e-03 1.22141565e-01 2.80207054e-01 2.06683411e-02
-2.85073610e-01 -1.05993154e-01]
[ -1.79885958e-01 9.30614527e-02 -7.33269073e-02 -2.89114349e-01
-3.57087129e-03 9.59993660e-02 -1.89094832e-02 1.02613068e-01
-1.66779086e-01 9.26843014e-02]
[ 8.86547849e-02 -1.43584755e-01 -8.75818632e-02 -5.06786481e-02
2.87753387e-03 -2.02478563e-02 -6.91786113e-02 1.51760871e-01
-8.05309304e-02 -9.44386932e-02]
[ 1.53308008e-01 -1.19072232e-01 -1.37086918e-01 -3.15538051e-04
1.45119116e-01 -6.10408688e-02 -5.80093929e-02 -1.46692501e-01
1.32649388e-01 -9.15560673e-02]
[ -1.30443198e-01 1.64652724e-01 2.51061369e-01 -4.28733574e-02
2.01640382e-01 1.00317430e-01 -1.50459797e-02 -2.96724687e-01
-1.39685831e-01 -7.20888576e-02]
[ -3.35739376e-01 1.83116881e-01 1.83032561e-02 -4.67239765e-03
9.80551744e-03 -1.79490245e-01 -1.35396987e-01 2.34322401e-01
-8.15143277e-02 1.18374277e-01]
[ 1.43555563e-01 1.29316516e-01 -2.43637677e-01 -1.04837207e-01
1.00365163e-01 -2.84457288e-01 -5.46778659e-03 -1.66649548e-01
-1.44433835e-02 -1.94163162e-01]
[ 2.13185118e-01 -1.13004782e-01 6.16295347e-02 -1.83260847e-02
-1.76243916e-02 -3.03999268e-02 -5.59032286e-02 -1.36348843e-01
1.11370841e-01 -1.68280095e-01]
[ -9.77541064e-02 1.48596051e-02 1.23666213e-01 1.20991416e-01
-6.70880532e-02 -1.14254352e-01 2.02308520e-01 -7.64634450e-02
1.91271079e-01 1.08817053e-02]
[ 2.27451583e-02 -8.77276837e-02 2.16650443e-01 -2.19448178e-01
6.18179145e-02 1.08711792e-01 -3.40042310e-02 -1.10945671e-01
3.38314509e-02 2.66360227e-01]]
[[ 0.26900015]
[ 0.84471409]
[ 0.16736203]
[ 0.3400258 ]
[-1.31060251]
[-0.2105534 ]
[-0.88976389]
[-0.03831855]
[ 0.23903423]
[ 0.47141667]]
Progress: 5.6% ... Training loss: 0.560 ... Validation loss: 0.890[[ 1.30848734e-01 2.67023575e-01 -1.31824519e-01 7.45105098e-02
-6.31306418e-01 -4.55370868e-02 -1.15469114e-01 1.30800733e-01
-1.23860903e-01 1.87931850e-01]
[ 2.12063261e-02 1.94108610e-01 -1.67330977e-02 4.70376388e-02
7.13298558e-02 -8.81228051e-03 2.77052806e-01 4.13665074e-02
1.44073568e-01 -1.82612360e-02]
[ 2.32421355e-01 4.84349420e-01 5.02554126e-02 2.00744655e-01
-2.32963691e-01 -9.57294288e-02 -6.74084486e-01 -3.31589447e-02
1.55575015e-01 4.58270205e-01]
[ -6.88224318e-02 -4.51701314e-01 -2.67395297e-01 -7.10563977e-02
4.01164265e-01 2.01038888e-01 3.25238731e-01 5.79121528e-02
-3.07662228e-02 -3.72310160e-02]
[ -1.78727565e-03 2.25255635e-01 -1.48036483e-01 4.85702344e-02
9.33778362e-02 -1.76613988e-01 -3.27145758e-02 -1.18894761e-01
-2.02226427e-01 6.74513383e-02]
[ -3.58599920e-01 -2.69653447e-01 -2.92330086e-01 1.21649546e-01
1.83447841e-01 6.58371825e-02 -5.25537245e-03 -3.23583146e-02
-2.83371615e-02 1.74711403e-02]
[ 1.24241837e-03 -9.80454519e-02 1.33573224e-02 1.11544991e-01
-1.93191710e-01 -7.58438596e-02 1.27666410e-01 -1.87945062e-01
1.86685887e-01 6.37482534e-02]
[ 1.22809126e-01 -1.38586379e-01 3.46140825e-02 -5.68606109e-02
1.08294895e-01 -4.64272772e-02 -5.32813486e-02 1.24408124e-01
7.00704781e-02 1.31504383e-02]
[ -1.43531639e-01 1.97515711e-02 -2.95153627e-01 1.77072210e-02
-1.73485555e-01 5.77099410e-02 -3.29350334e-01 -2.56927180e-02
2.89401156e-01 -7.41969641e-02]
[ 3.35491371e-02 -1.97034247e-01 7.24506988e-02 -8.95603622e-03
1.59979942e-01 -7.85944320e-02 -1.02811969e-02 -9.17206457e-02
-4.57370268e-02 1.31843301e-01]
[ -6.51766349e-02 1.70126067e-01 5.10725153e-03 -1.43780231e-01
-7.31851256e-02 2.10699508e-02 1.38554780e-02 -1.01236856e-01
-1.25296412e-02 -1.01649869e-01]
[ -5.40916424e-02 1.33527367e-01 -4.51298197e-02 6.16460244e-02
1.09670817e-01 7.24465005e-02 -1.72680819e-01 -1.47675467e-02
-1.12365706e-01 -1.20445564e-01]
[ -1.55517551e-01 7.46252512e-03 6.26834706e-02 2.38978096e-02
-1.77628790e-01 -2.20539039e-01 -1.82192829e-01 -1.96914999e-01
8.88733526e-02 1.76561354e-01]
[ -2.04887943e-01 -9.20840540e-02 1.23874966e-01 2.79194877e-01
-1.67410253e-01 -8.53802379e-02 -1.63568945e-01 -2.54323990e-01
-2.01328296e-01 2.35740712e-02]
[ 1.07211677e-01 -4.38363577e-02 -2.33086456e-02 9.84123045e-02
2.20372664e-02 -7.22758280e-02 1.10966829e-01 5.62428954e-03
1.54146604e-02 6.84820930e-03]
[ 1.71798612e-02 -7.06931387e-02 -2.20167942e-01 1.19772055e-01
1.29512596e-03 1.03255936e-01 -4.66192564e-02 -1.83387532e-02
-1.18795150e-01 -3.08722269e-02]
[ -1.28740884e-01 -5.00942555e-02 -2.07028796e-01 1.48268430e-01
-4.24592161e-02 1.37562610e-01 1.37568582e-02 -2.50394414e-01
5.85512809e-02 -2.07628185e-01]
[ -7.66057268e-02 -4.19023398e-02 2.73739014e-01 9.36712908e-02
1.19928297e-01 -5.80084622e-02 -1.29816091e-01 1.22435316e-01
6.33766654e-02 3.06339692e-02]
[ 7.50903572e-02 7.87447520e-02 9.96001846e-02 1.24177825e-01
-6.18382116e-02 -3.82311501e-02 1.70107010e-01 1.18344212e-01
-1.36801605e-02 -1.92908288e-02]
[ 1.50921015e-02 -1.11179782e-01 -2.85049656e-01 -3.40149195e-02
1.90900494e-01 -9.89942903e-02 1.31923525e-01 1.63209229e-01
1.15105812e-01 -1.08417468e-02]
[ 5.21995163e-02 3.95265751e-02 -1.20355358e-01 3.99862118e-02
-9.85751218e-02 3.28363212e-01 2.24487303e-01 2.06301999e-01
-1.71007145e-01 -4.75501523e-02]
[ 7.42274223e-03 -1.42928408e-02 1.20198082e-01 1.08206014e-01
-3.15604700e-02 1.11143862e-01 -2.23815326e-01 -3.73973508e-02
2.07895994e-01 9.07057769e-02]
[ 1.04790460e-01 7.84978015e-02 -5.16365547e-02 -1.09329766e-01
-1.08458214e-01 -3.27797928e-01 1.03366809e-01 8.92521878e-03
1.38459206e-01 8.67183894e-02]
[ -9.75456199e-02 2.45936091e-02 -1.48845092e-02 2.35507267e-02
1.02784645e-02 -2.02287853e-01 -9.25182121e-02 -1.93056870e-02
1.50723184e-02 1.30814603e-01]
[ -1.29339874e-01 -1.00032447e-02 -1.90387529e-01 1.67213986e-02
-3.11892959e-01 -1.08620363e-02 -6.24043169e-02 -2.19226080e-02
1.96787384e-02 8.66900962e-02]
[ 4.71953973e-02 1.61363247e-01 -3.56969106e-02 -1.91686306e-02
1.64442814e-01 2.29038078e-01 2.86262669e-01 1.11863881e-01
-9.95837669e-02 -2.46171715e-01]
[ 7.57882740e-02 -8.13229006e-02 1.69808231e-02 5.65550864e-02
2.27605335e-01 4.48260921e-02 1.97813114e-01 8.98767666e-02
1.25397340e-01 -2.28367719e-01]
[ 8.98175505e-02 -1.66740259e-01 -3.26273427e-03 2.61190767e-03
3.05512014e-01 -2.45073340e-02 2.01336083e-01 4.68228985e-02
-2.78547666e-01 -8.83212183e-02]
[ -6.49173000e-02 -2.82733215e-01 4.19489054e-02 -5.88127897e-02
2.93087608e-01 -1.50690512e-01 2.79755576e-01 -8.34595143e-02
4.05066078e-02 2.31114685e-01]
[ -1.99185078e-01 -1.17109941e-01 9.83509370e-02 7.13109409e-02
5.40563240e-01 9.12918381e-02 1.17467974e-01 4.66538106e-02
8.49785121e-04 -2.19416426e-03]
[ -7.12911820e-02 8.11527022e-02 3.13644736e-01 -6.28027669e-02
6.88687013e-02 -1.19411320e-01 2.77121868e-01 1.24958639e-02
-1.19108170e-01 1.65279286e-01]
[ -5.82945307e-02 -1.58516831e-02 -1.46791964e-01 -4.49117463e-03
1.72867515e-01 -2.67484522e-01 -4.20131485e-02 1.70285640e-01
6.27299767e-02 -1.42357072e-02]
[ 7.96471561e-02 1.37588042e-01 1.46714006e-01 -1.38926383e-01
9.22427825e-02 7.45648208e-02 -3.21493401e-02 2.87536189e-01
3.81647775e-02 1.14133179e-01]
[ 2.51527133e-01 4.44500191e-02 -1.32375103e-01 1.83265374e-01
-5.26641508e-01 -2.25432376e-01 -1.69742947e-01 1.83235863e-01
2.79666540e-01 -2.00780491e-01]
[ 4.15331711e-02 1.28636939e-01 2.48934146e-01 2.42941703e-01
-2.38758189e-02 -1.88380846e-01 -1.49585411e-01 -1.30825209e-01
-1.45300566e-01 -2.95206113e-01]
[ 5.04342141e-02 2.29713756e-02 -1.04261183e-01 -1.58408869e-02
1.28171105e-01 2.67772919e-02 -8.36669333e-02 -1.84054832e-01
6.41873194e-02 2.48554205e-01]
[ -1.12045110e-02 -8.45720566e-02 -7.12026149e-02 -6.71724858e-02
4.09306310e-02 -1.67049792e-01 1.22789998e-01 9.93497187e-03
2.55003991e-02 -7.25770961e-03]
[ 2.83035845e-03 -1.08666582e-02 2.32985842e-01 3.74471418e-02
-1.09109994e-01 -1.16775991e-01 1.98118520e-01 4.02785895e-02
-2.14158895e-01 7.46373279e-02]
[ 3.81248293e-02 -6.31741746e-02 9.28330083e-02 -4.03880912e-02
-8.80963397e-02 8.92601126e-02 1.68411830e-01 -2.71428384e-01
-5.36588175e-02 -1.36010364e-01]
[ -3.62290509e-02 1.08754559e-02 7.34040327e-02 -6.61316514e-02
8.34110868e-02 1.96029431e-01 1.73880867e-01 1.17842607e-01
-4.84799410e-02 1.43900259e-01]
[ 2.29492191e-01 7.33503644e-02 3.39445677e-02 9.35875785e-02
9.89765456e-03 -2.69482110e-02 -1.73369555e-01 1.47318983e-01
-4.46078302e-02 -9.47813873e-04]
[ -2.91192797e-02 -2.09932843e-01 -1.79765140e-02 -6.15407733e-02
-8.75095421e-02 -8.05285721e-02 -6.62519013e-03 4.19782739e-02
4.37210423e-02 9.29702505e-02]
[ -1.37113725e-01 1.86709042e-01 2.99712077e-02 1.66631256e-01
-3.60366333e-01 -2.07516056e-01 -2.49507171e-01 -6.97986142e-02
8.84862843e-02 7.92540849e-02]
[ 2.85564705e-02 1.96660695e-01 -1.63850397e-02 2.05980984e-01
-1.65702418e-01 1.23284743e-02 -7.39996401e-02 1.55062379e-01
3.04863273e-02 2.83202597e-01]
[ 1.96693235e-01 1.25140721e-01 2.11004544e-01 4.39132921e-02
-7.35654516e-02 1.26366113e-01 -1.39909762e-02 1.65378185e-01
1.61880826e-01 -2.95023002e-02]
[ -1.04583638e-01 1.30235844e-01 2.25579107e-01 -3.15040701e-02
1.20282222e-01 1.52110559e-01 5.02334580e-04 -1.39027400e-02
-6.99181853e-02 1.12099429e-03]
[ -1.04095385e-01 -2.60511594e-02 2.15321616e-02 7.99685955e-02
-9.49843172e-03 1.22043568e-01 2.79763384e-01 2.06509415e-02
-2.84965968e-01 -1.05754669e-01]
[ -1.80201584e-01 9.20270897e-02 -7.35364851e-02 -2.89541786e-01
-2.03264542e-03 9.62622112e-02 -1.79119126e-02 1.02660551e-01
-1.67068560e-01 9.21827041e-02]
[ 8.82439040e-02 -1.44909093e-01 -8.78544495e-02 -5.12347012e-02
4.72315072e-03 -1.99043326e-02 -6.79092334e-02 1.51820567e-01
-8.09168229e-02 -9.51157244e-02]
[ 1.53071959e-01 -1.19670930e-01 -1.37209639e-01 -5.83988870e-04
1.45945411e-01 -6.08887259e-02 -5.70680127e-02 -1.46660300e-01
1.32465339e-01 -9.19532968e-02]
[ -1.30028974e-01 1.66027996e-01 2.51328766e-01 -4.23476376e-02
2.00139083e-01 9.99669895e-02 -1.60282005e-02 -2.96792235e-01
-1.39317988e-01 -7.14312902e-02]
[ -3.35774986e-01 1.82867286e-01 1.82749823e-02 -4.75587465e-03
1.04231192e-02 -1.79448706e-01 -1.34815550e-01 2.34330600e-01
-8.15492943e-02 1.18155306e-01]
[ 1.43033327e-01 1.27749706e-01 -2.43979384e-01 -1.05538683e-01
1.03341329e-01 -2.84023873e-01 -3.64135199e-03 -1.66569722e-01
-1.49390177e-02 -1.95156295e-01]
[ 2.13152594e-01 -1.12966176e-01 6.15515742e-02 -1.84782409e-02
-1.76755278e-02 -3.03323512e-02 -5.60584463e-02 -1.36329309e-01
1.11229652e-01 -1.68415163e-01]
[ -9.75212819e-02 1.53631768e-02 1.23802115e-01 1.21264825e-01
-6.76275271e-02 -1.14432429e-01 2.01481940e-01 -7.64996786e-02
1.91482583e-01 1.12833174e-02]
[ 2.25719542e-02 -8.84561763e-02 2.16520546e-01 -2.19691201e-01
6.30542441e-02 1.08827887e-01 -3.32576121e-02 -1.10919164e-01
3.36643808e-02 2.66053655e-01]]
[[ 0.26344714]
[ 0.83860754]
[ 0.16395177]
[ 0.33772042]
[-1.31758582]
[-0.21076545]
[-0.89552669]
[-0.04119837]
[ 0.2395674 ]
[ 0.4679656 ]]
Progress: 5.7% ... Training loss: 0.557 ... Validation loss: 0.893[[ 1.31577698e-01 2.68761406e-01 -1.31398776e-01 7.53135116e-02
-6.32710326e-01 -4.60229708e-02 -1.16729108e-01 1.30688095e-01
-1.23178229e-01 1.88714561e-01]
[ 2.09848447e-02 1.93546668e-01 -1.68843803e-02 4.67287633e-02
7.23377126e-02 -8.63352257e-03 2.77719242e-01 4.14031231e-02
1.43863335e-01 -1.86692859e-02]
[ 2.32947336e-01 4.86666849e-01 5.06554021e-02 2.01366679e-01
-2.34597111e-01 -9.61024893e-02 -6.75290144e-01 -3.32472936e-02
1.56040227e-01 4.58969515e-01]
[ -6.99233164e-02 -4.53972842e-01 -2.68039356e-01 -7.22161524e-02
4.03111889e-01 2.01736671e-01 3.27504458e-01 5.80758743e-02
-3.17410696e-02 -3.85508119e-02]
[ -2.13141509e-03 2.23437831e-01 -1.48275239e-01 4.79773292e-02
9.54736799e-02 -1.76212093e-01 -3.07601113e-02 -1.18834012e-01
-2.02574676e-01 6.67636627e-02]
[ -3.58237161e-01 -2.69185329e-01 -2.92108857e-01 1.22031788e-01
1.82258875e-01 6.55741855e-02 -5.78998853e-03 -3.24140056e-02
-2.79850562e-02 1.79543014e-02]
[ 1.46370522e-03 -9.71283413e-02 1.34916025e-02 1.11848260e-01
-1.93590195e-01 -7.60249062e-02 1.27177256e-01 -1.87984636e-01
1.86915179e-01 6.41567784e-02]
[ 1.22681624e-01 -1.39389639e-01 3.45510352e-02 -5.71137374e-02
1.09183850e-01 -4.62736861e-02 -5.22518864e-02 1.24428568e-01
6.99637696e-02 1.26144893e-02]
[ -1.43354589e-01 2.03786224e-02 -2.95027693e-01 1.79628289e-02
-1.74189597e-01 5.75708640e-02 -3.29829437e-01 -2.57236500e-02
2.89579585e-01 -7.39742453e-02]
[ 3.50532824e-02 -1.93143995e-01 7.34400039e-02 -7.06977924e-03
1.54704915e-01 -7.97453283e-02 -1.38620932e-02 -9.19680073e-02
-4.42981524e-02 1.33914821e-01]
[ -6.56501645e-02 1.68671745e-01 4.76581772e-03 -1.44468243e-01
-7.12003988e-02 2.14734915e-02 1.56128699e-02 -1.01157826e-01
-1.29627333e-02 -1.02460648e-01]
[ -5.44886648e-02 1.32300458e-01 -4.53592946e-02 6.11357731e-02
1.11558579e-01 7.27643266e-02 -1.71330726e-01 -1.47049675e-02
-1.12718370e-01 -1.21127850e-01]
[ -1.55517551e-01 7.46252512e-03 6.26834706e-02 2.38978096e-02
-1.77628790e-01 -2.20539039e-01 -1.82192829e-01 -1.96914999e-01
8.88733526e-02 1.76561354e-01]
[ -2.04743405e-01 -9.20271037e-02 1.23953962e-01 2.79337420e-01
-1.68096546e-01 -8.54833109e-02 -1.63853558e-01 -2.54345750e-01
-2.01204713e-01 2.36870881e-02]
[ 1.07215618e-01 -4.39032733e-02 -2.33012486e-02 9.84207894e-02
2.21234556e-02 -7.22766868e-02 1.11023759e-01 5.62294192e-03
1.54411776e-02 6.88910940e-03]
[ 1.76028222e-02 -6.97453106e-02 -2.19946827e-01 1.20249908e-01
2.83906759e-04 1.02956114e-01 -4.73799806e-02 -1.84031629e-02
-1.18411599e-01 -3.02157479e-02]
[ -1.28311077e-01 -4.87269116e-02 -2.06770572e-01 1.48820187e-01
-4.43158211e-02 1.37218518e-01 1.24471041e-02 -2.50459469e-01
5.89326787e-02 -2.06893823e-01]
[ -7.70926208e-02 -4.32492944e-02 2.73449455e-01 9.30458418e-02
1.22196998e-01 -5.76134741e-02 -1.28155227e-01 1.22510051e-01
6.29511300e-02 2.97885683e-02]
[ 7.55482340e-02 7.98473727e-02 9.99346626e-02 1.24787367e-01
-6.37008500e-02 -3.85797324e-02 1.68882326e-01 1.18262037e-01
-1.32172858e-02 -1.85895126e-02]
[ 1.48059120e-02 -1.11843779e-01 -2.85234310e-01 -3.44266238e-02
1.92073060e-01 -9.87804362e-02 1.32750942e-01 1.63257119e-01
1.14834021e-01 -1.14192901e-02]
[ 5.17823299e-02 3.82163354e-02 -1.20617081e-01 3.94366812e-02
-9.64957285e-02 3.28690534e-01 2.25916013e-01 2.06368561e-01
-1.71384509e-01 -4.83627625e-02]
[ 7.48047626e-03 -1.41720977e-02 1.20243684e-01 1.08260969e-01
-3.19526358e-02 1.11126939e-01 -2.23780263e-01 -3.74060603e-02
2.07946781e-01 9.08043315e-02]
[ 1.05034649e-01 7.92168149e-02 -5.14715947e-02 -1.08993921e-01
-1.09209842e-01 -3.27990360e-01 1.02761933e-01 8.88434976e-03
1.38685221e-01 8.70423468e-02]
[ -9.75388869e-02 2.46602158e-02 -1.48807943e-02 2.35609156e-02
1.02049438e-02 -2.02294861e-01 -9.25608540e-02 -1.93066886e-02
1.50790187e-02 1.30826593e-01]
[ -1.29283790e-01 -9.78722341e-03 -1.90347684e-01 1.68049073e-02
-3.12268275e-01 -1.09149367e-02 -6.26594197e-02 -2.19322184e-02
1.97451223e-02 8.68235313e-02]
[ 4.66701729e-02 1.59746583e-01 -3.60337905e-02 -1.98575357e-02
1.66970628e-01 2.29461287e-01 2.88047885e-01 1.11947741e-01
-1.00070027e-01 -2.47111076e-01]
[ 7.57059535e-02 -8.15859493e-02 1.69300073e-02 5.64355358e-02
2.28059940e-01 4.49014138e-02 1.98086991e-01 8.98913537e-02
1.25314899e-01 -2.28516393e-01]
[ 8.96603882e-02 -1.67273312e-01 -3.37030256e-03 2.39050204e-03
3.06355157e-01 -2.43686603e-02 2.01903340e-01 4.68499601e-02
-2.78700259e-01 -8.86255047e-02]
[ -6.50924376e-02 -2.83276450e-01 4.18405893e-02 -5.90410173e-02
2.93963629e-01 -1.50548679e-01 2.80364702e-01 -8.34313650e-02
4.03514003e-02 2.30829705e-01]
[ -1.99756994e-01 -1.18902294e-01 9.79930813e-02 7.05606521e-02
5.43210277e-01 9.17565142e-02 1.19335764e-01 4.67453169e-02
3.34152810e-04 -3.20480343e-03]
[ -7.15397795e-02 8.04450286e-02 3.13484495e-01 -6.31383712e-02
7.01104074e-02 -1.19203095e-01 2.77900301e-01 1.25366510e-02
-1.19343217e-01 1.64820428e-01]
[ -5.84697593e-02 -1.64364786e-02 -1.46899447e-01 -4.71659831e-03
1.73742635e-01 -2.67344373e-01 -4.14530119e-02 1.70312851e-01
6.25713581e-02 -1.45032911e-02]
[ 7.98144524e-02 1.38137532e-01 1.46833116e-01 -1.38685481e-01
9.14861157e-02 7.44206400e-02 -3.27362950e-02 2.87505775e-01
3.83464799e-02 1.14442281e-01]
[ 2.51976649e-01 4.56337621e-02 -1.32058011e-01 1.83911798e-01
-5.29210109e-01 -2.25828664e-01 -1.71152444e-01 1.83157388e-01
2.80119118e-01 -2.00030888e-01]
[ 4.15547917e-02 1.28682751e-01 2.48948578e-01 2.42971530e-01
-2.39760416e-02 -1.88399513e-01 -1.49644135e-01 -1.30828813e-01
-1.45279946e-01 -2.95169372e-01]
[ 5.02049480e-02 2.21976902e-02 -1.04398856e-01 -1.61261932e-02
1.29369939e-01 2.69475881e-02 -8.29784477e-02 -1.84020637e-01
6.39875370e-02 2.48217268e-01]
[ -1.09015132e-02 -8.36571071e-02 -7.10645071e-02 -6.68212057e-02
3.97220613e-02 -1.67292612e-01 1.21775100e-01 9.89623263e-03
2.57471185e-02 -6.70966040e-03]
[ 3.40927329e-03 -8.94919929e-03 2.33358409e-01 3.82300454e-02
-1.11476767e-01 -1.17255569e-01 1.96303116e-01 4.01809483e-02
-2.13607969e-01 7.54731654e-02]
[ 3.81596418e-02 -6.31029069e-02 9.28576859e-02 -4.03408145e-02
-8.83339898e-02 8.92300525e-02 1.68368213e-01 -2.71436315e-01
-5.36255944e-02 -1.35938647e-01]
[ -3.64920560e-02 1.02262401e-02 7.32657972e-02 -6.64645571e-02
8.45369698e-02 1.96237364e-01 1.74666367e-01 1.17883311e-01
-4.87163603e-02 1.43481175e-01]
[ 2.29790626e-01 7.42932231e-02 3.41319874e-02 9.39735619e-02
8.39805440e-03 -2.71800505e-02 -1.74207982e-01 1.47273497e-01
-4.43423419e-02 -4.19134625e-04]
[ -2.91620629e-02 -2.10034543e-01 -1.80094861e-02 -6.16040095e-02
-8.73044055e-02 -8.04922957e-02 -6.49265453e-03 4.19852862e-02
4.36731786e-02 9.28931401e-02]
[ -1.36238712e-01 1.89065184e-01 3.05057297e-02 1.67680439e-01
-3.63670876e-01 -2.08168439e-01 -2.51514926e-01 -6.99366437e-02
8.92914403e-02 8.06463571e-02]
[ 2.94789228e-02 1.99025282e-01 -1.57861707e-02 2.07145997e-01
-1.69669735e-01 1.16211704e-02 -7.65303032e-02 1.54911606e-01
3.13609880e-02 2.84513844e-01]
[ 1.96805101e-01 1.25488570e-01 2.11077631e-01 4.40563644e-02
-7.40682561e-02 1.26278181e-01 -1.43665785e-02 1.65360900e-01
1.61984703e-01 -2.92858883e-02]
[ -1.04592219e-01 1.30249276e-01 2.25574981e-01 -3.15133552e-02
1.20312932e-01 1.52115919e-01 5.19915249e-04 -1.39015852e-02
-6.99235897e-02 1.11373165e-03]
[ -1.04084300e-01 -2.60136444e-02 2.15439138e-02 7.99877803e-02
-9.56487446e-03 1.22033839e-01 2.79726300e-01 2.06488059e-02
-2.84953790e-01 -1.05738355e-01]
[ -1.80451936e-01 9.11876603e-02 -7.37038699e-02 -2.89898764e-01
-8.86305184e-04 9.64845676e-02 -1.70511223e-02 1.02702956e-01
-1.67305354e-01 9.17283545e-02]
[ 8.78330617e-02 -1.46040321e-01 -8.81181385e-02 -5.17906396e-02
6.72744948e-03 -1.95673911e-02 -6.65907444e-02 1.51886695e-01
-8.12987723e-02 -9.58441155e-02]
[ 1.53337082e-01 -1.18835650e-01 -1.37064547e-01 -2.58379677e-04
1.44678255e-01 -6.10995470e-02 -5.77658607e-02 -1.46706283e-01
1.32742094e-01 -9.15225345e-02]
[ -1.30090922e-01 1.65922579e-01 2.51315143e-01 -4.24003523e-02
2.00316257e-01 9.99909798e-02 -1.58420242e-02 -2.96787421e-01
-1.39351487e-01 -7.15621765e-02]
[ -3.36113775e-01 1.81284401e-01 1.80679261e-02 -5.27117067e-03
1.31289210e-02 -1.79104545e-01 -1.33311692e-01 2.34383408e-01
-8.18569546e-02 1.17432150e-01]
[ 1.42948824e-01 1.27565218e-01 -2.44020126e-01 -1.05663504e-01
1.03501885e-01 -2.83938320e-01 -3.18155399e-03 -1.66556916e-01
-1.50240270e-02 -1.95317928e-01]
[ 2.13202812e-01 -1.13092173e-01 6.15750257e-02 -1.84799166e-02
-1.72952989e-02 -3.03610355e-02 -5.58357621e-02 -1.36335893e-01
1.11288675e-01 -1.68411025e-01]
[ -9.75973855e-02 1.51208294e-02 1.23746732e-01 1.21164187e-01
-6.76286342e-02 -1.14373297e-01 2.01918212e-01 -7.64862478e-02
1.91406522e-01 1.10760788e-02]
[ 2.34515504e-02 -8.58413003e-02 2.17087203e-01 -2.18533672e-01
5.94962076e-02 1.08125025e-01 -3.58419631e-02 -1.11056208e-01
3.44839523e-02 2.67420125e-01]]
[[ 0.27123638]
[ 0.84588593]
[ 0.17064787]
[ 0.34608761]
[-1.32046758]
[-0.20848341]
[-0.89545318]
[-0.03784321]
[ 0.24685396]
[ 0.47718814]]
Progress: 5.7% ... Training loss: 0.558 ... Validation loss: 0.881[[ 1.30864394e-01 2.66485552e-01 -1.31935345e-01 7.43319499e-02
-6.28387626e-01 -4.54601029e-02 -1.14256789e-01 1.30783747e-01
-1.23799454e-01 1.87309775e-01]
[ 2.08486972e-02 1.93090562e-01 -1.69704647e-02 4.65543304e-02
7.29164105e-02 -8.51951132e-03 2.78161439e-01 4.14237499e-02
1.43752330e-01 -1.89146425e-02]
[ 2.32621450e-01 4.86536198e-01 5.03154475e-02 2.00661038e-01
-2.31553852e-01 -9.57596964e-02 -6.75171470e-01 -3.31804309e-02
1.55533596e-01 4.58332857e-01]
[ -6.79379889e-02 -4.49031077e-01 -2.66716809e-01 -6.94674960e-02
3.92747950e-01 2.00230165e-01 3.22464975e-01 5.77951677e-02
-2.98105053e-02 -3.49369797e-02]
[ -4.56896891e-03 2.17030624e-01 -1.49848738e-01 4.47660738e-02
1.06636924e-01 -1.74353006e-01 -2.38391589e-02 -1.18503888e-01
-2.04816346e-01 6.24815033e-02]
[ -3.58598758e-01 -2.70689987e-01 -2.92375918e-01 1.21561162e-01
1.84081069e-01 6.58547774e-02 -4.36528974e-03 -3.23621452e-02
-2.82707534e-02 1.72695349e-02]
[ 6.90477980e-04 -9.97823924e-02 1.29827109e-02 1.10804916e-01
-1.89116442e-01 -7.54213644e-02 1.29918232e-01 -1.87890081e-01
1.86217147e-01 6.24811201e-02]
[ 1.22048992e-01 -1.40846946e-01 3.40832376e-02 -5.79839012e-02
1.12376593e-01 -4.57920968e-02 -5.05528450e-02 1.24524878e-01
6.93174996e-02 1.16605726e-02]
[ -1.43217264e-01 2.08503611e-02 -2.94939194e-01 1.81531986e-02
-1.75072497e-01 5.74534331e-02 -3.30139443e-01 -2.57446866e-02
2.89717727e-01 -7.37004170e-02]
[ 3.36348265e-02 -1.97678201e-01 7.24600783e-02 -8.95349751e-03
1.62299383e-01 -7.86757597e-02 -8.73079724e-03 -9.17760304e-02
-4.56161505e-02 1.31216082e-01]
[ -6.53577164e-02 1.69497647e-01 4.92101627e-03 -1.44081363e-01
-7.25980665e-02 2.12344950e-02 1.45108674e-02 -1.01202706e-01
-1.26596713e-02 -1.01874965e-01]
[ -5.49927880e-02 1.30864483e-01 -4.56898196e-02 6.04388464e-02
1.13967569e-01 7.31820465e-02 -1.69805309e-01 -1.46303745e-02
-1.13195291e-01 -1.22055307e-01]
[ -1.55517551e-01 7.46252512e-03 6.26834706e-02 2.38978096e-02
-1.77628790e-01 -2.20539039e-01 -1.82192829e-01 -1.96914999e-01
8.88733526e-02 1.76561354e-01]
[ -2.05014589e-01 -9.30481744e-02 1.23764596e-01 2.78948711e-01
-1.66597649e-01 -8.52572740e-02 -1.62817605e-01 -2.54303019e-01
-2.01447187e-01 2.31495712e-02]
[ 1.07289484e-01 -4.39724698e-02 -2.32590522e-02 9.85231447e-02
2.18624035e-02 -7.23386051e-02 1.11008176e-01 5.61069853e-03
1.55329958e-02 7.00856630e-03]
[ 1.74136497e-02 -7.02150745e-02 -2.20071672e-01 1.20053236e-01
1.00888982e-03 1.03081237e-01 -4.69437752e-02 -1.83794485e-02
-1.18554475e-01 -3.05202824e-02]
[ -1.29078096e-01 -5.10091193e-02 -2.07256828e-01 1.47828746e-01
-4.09796615e-02 1.37792976e-01 1.49856911e-02 -2.50359665e-01
5.82124509e-02 -2.08291082e-01]
[ -7.68731587e-02 -4.26684625e-02 2.73571510e-01 9.33212018e-02
1.21490320e-01 -5.77562721e-02 -1.28718541e-01 1.22479363e-01
6.31662783e-02 3.00243172e-02]
[ 7.49554910e-02 7.77473634e-02 9.95161220e-02 1.23919525e-01
-5.99898898e-02 -3.80929681e-02 1.70943413e-01 1.18346719e-01
-1.37982478e-02 -1.97716078e-02]
[ 1.41993301e-02 -1.13549662e-01 -2.85673737e-01 -3.53102717e-02
1.95184507e-01 -9.82769730e-02 1.34140524e-01 1.63355146e-01
1.14203966e-01 -1.23774402e-02]
[ 5.16550423e-02 3.77868745e-02 -1.20712909e-01 3.92568630e-02
-9.57901306e-02 3.28800122e-01 2.26368083e-01 2.06387026e-01
-1.71513171e-01 -4.86211721e-02]
[ 8.11097858e-03 -1.18787562e-02 1.20677480e-01 1.09172279e-01
-3.52512293e-02 1.10565198e-01 -2.25454931e-01 -3.75056356e-02
2.08568084e-01 9.19912554e-02]
[ 1.04847521e-01 7.86402079e-02 -5.15882612e-02 -1.09233498e-01
-1.08369271e-01 -3.27842134e-01 1.03372378e-01 8.91099351e-03
1.38526864e-01 8.67224512e-02]
[ -9.74864536e-02 2.48983968e-02 -1.48431038e-02 2.36571284e-02
9.78994891e-03 -2.02352496e-01 -9.28327334e-02 -1.93179792e-02
1.51469700e-02 1.30965724e-01]
[ -1.29149068e-01 -9.38965733e-03 -1.90267745e-01 1.69736113e-02
-3.12909784e-01 -1.10162133e-02 -6.31031925e-02 -2.19507975e-02
1.98606568e-02 8.70596174e-02]
[ 4.64683704e-02 1.59114678e-01 -3.61582625e-02 -2.01118408e-02
1.67908968e-01 2.29618333e-01 2.88686656e-01 1.11976319e-01
-1.00254278e-01 -2.47459727e-01]
[ 7.48515255e-02 -8.43141902e-02 1.63512784e-02 5.52972061e-02
2.32088498e-01 4.55803015e-02 2.01032438e-01 9.00133659e-02
1.24490203e-01 -2.30112714e-01]
[ 8.93475549e-02 -1.68291861e-01 -3.57619599e-03 1.95949874e-03
3.07959994e-01 -2.41070189e-02 2.02982319e-01 4.68973357e-02
-2.79001190e-01 -8.92023970e-02]
[ -6.52788414e-02 -2.83826555e-01 4.17148436e-02 -5.92814279e-02
2.94929003e-01 -1.50404626e-01 2.81031631e-01 -8.34052666e-02
4.01885781e-02 2.30539135e-01]
[ -2.00156372e-01 -1.20040583e-01 9.77418008e-02 7.00496421e-02
5.44956093e-01 9.20694157e-02 1.20662094e-01 4.68013879e-02
-3.63183391e-05 -3.90840330e-03]
[ -7.18644929e-02 7.93332488e-02 3.13262572e-01 -6.35886579e-02
7.17863653e-02 -1.18933509e-01 2.79031204e-01 1.25859181e-02
-1.19627413e-01 1.64209327e-01]
[ -5.87314766e-02 -1.71967828e-02 -1.47060336e-01 -5.05090121e-03
1.74925420e-01 -2.67154726e-01 -4.06436429e-02 1.70347639e-01
6.23369977e-02 -1.49340312e-02]
[ 8.02280169e-02 1.39319384e-01 1.47107484e-01 -1.38114374e-01
8.93644012e-02 7.40829193e-02 -3.41272617e-02 2.87446661e-01
3.87344175e-02 1.15200961e-01]
[ 2.51819306e-01 4.51465175e-02 -1.32154328e-01 1.83715330e-01
-5.28581514e-01 -2.25704169e-01 -1.70644281e-01 1.83180019e-01
2.79988564e-01 -2.00308128e-01]
[ 4.16156690e-02 1.28774993e-01 2.48978617e-01 2.43050817e-01
-2.42364717e-02 -1.88436887e-01 -1.49751554e-01 -1.30835461e-01
-1.45230624e-01 -2.95114239e-01]
[ 4.99396141e-02 2.15301696e-02 -1.04572393e-01 -1.64685347e-02
1.30605423e-01 2.71426313e-02 -8.21756046e-02 -1.83985372e-01
6.37427453e-02 2.47807176e-01]
[ -1.09353303e-02 -8.38175391e-02 -7.10954851e-02 -6.68712668e-02
3.98241609e-02 -1.67267742e-01 1.21900170e-01 9.89998615e-03
2.57143035e-02 -6.76206152e-03]
[ 3.82648170e-03 -7.55157362e-03 2.33611125e-01 3.87972952e-02
-1.13150123e-01 -1.17605001e-01 1.95091046e-01 4.01177287e-02
-2.13211017e-01 7.61112162e-02]
[ 3.80926666e-02 -6.33035773e-02 9.28170292e-02 -4.04285867e-02
-8.79936602e-02 8.92832507e-02 1.68583347e-01 -2.71427316e-01
-5.36883304e-02 -1.36050750e-01]
[ -3.66413311e-02 1.00444428e-02 7.31641633e-02 -6.66739204e-02
8.50034413e-02 1.96347801e-01 1.74871467e-01 1.17906452e-01
-4.88596318e-02 1.43332588e-01]
[ 2.29384621e-01 7.31077293e-02 3.38303990e-02 9.33962994e-02
1.05297756e-02 -2.68493274e-02 -1.73221022e-01 1.47339957e-01
-4.47689365e-02 -1.16126201e-03]
[ -2.91097065e-02 -2.09879652e-01 -1.79838232e-02 -6.15474063e-02
-8.73462033e-02 -8.05359813e-02 -6.58462182e-03 4.19746551e-02
4.37210085e-02 9.29283302e-02]
[ -1.35907393e-01 1.90190323e-01 3.07233831e-02 1.68146586e-01
-3.65450147e-01 -2.08450821e-01 -2.52431176e-01 -6.99896071e-02
8.96102988e-02 8.12560838e-02]
[ 3.01381156e-02 2.00611915e-01 -1.53781256e-02 2.07927738e-01
-1.71983241e-01 1.11289649e-02 -7.85039006e-02 1.54816571e-01
3.19691238e-02 2.85511968e-01]
[ 1.97261680e-01 1.27001550e-01 2.11398314e-01 4.47063320e-02
-7.63226576e-02 1.25884793e-01 -1.58738672e-02 1.65288609e-01
1.62451425e-01 -2.84251475e-02]
[ -1.04518814e-01 1.30488906e-01 2.25617758e-01 -3.14205447e-02
1.19989753e-01 1.52066280e-01 2.82229318e-04 -1.39116797e-02
-6.98580556e-02 1.23974582e-03]
[ -1.04109930e-01 -2.61099438e-02 2.15325006e-02 7.99659790e-02
-9.45993998e-03 1.22046531e-01 2.79802174e-01 2.06501985e-02
-2.84954996e-01 -1.05783298e-01]
[ -1.80818635e-01 8.99731333e-02 -7.39511984e-02 -2.90399072e-01
9.28228730e-04 9.67875460e-02 -1.58561751e-02 1.02757424e-01
-1.67655015e-01 9.10917432e-02]
[ 8.77507849e-02 -1.46342437e-01 -8.81729493e-02 -5.19042912e-02
7.13506007e-03 -1.95014725e-02 -6.63096076e-02 1.51898082e-01
-8.13785640e-02 -9.59843118e-02]
[ 1.53429278e-01 -1.18346253e-01 -1.37030473e-01 -1.31238627e-04
1.44408928e-01 -6.11862091e-02 -5.80900356e-02 -1.46719139e-01
1.32803245e-01 -9.13718749e-02]
[ -1.30220112e-01 1.65504110e-01 2.51234620e-01 -4.25757382e-02
2.00988630e-01 1.00085850e-01 -1.52595886e-02 -2.96771557e-01
-1.39464053e-01 -7.18026795e-02]
[ -3.36573036e-01 1.80017619e-01 1.77587752e-02 -5.87863428e-03
1.52052724e-02 -1.78760308e-01 -1.31915699e-01 2.34448079e-01
-8.22622398e-02 1.16669389e-01]
[ 1.43102577e-01 1.27944033e-01 -2.43948344e-01 -1.05460166e-01
1.02821363e-01 -2.84097248e-01 -3.57961113e-03 -1.66581594e-01
-1.48729287e-02 -1.95055975e-01]
[ 2.12307492e-01 -1.15623458e-01 6.09767155e-02 -1.96554351e-02
-1.31181693e-02 -2.96648616e-02 -5.31687767e-02 -1.36205965e-01
1.10410371e-01 -1.70049174e-01]
[ -9.78341879e-02 1.38759126e-02 1.23583427e-01 1.20824647e-01
-6.57255306e-02 -1.14155188e-01 2.03074565e-01 -7.64571395e-02
1.91232499e-01 1.05538180e-02]
[ 2.32960449e-02 -8.63923381e-02 2.16977383e-01 -2.18760007e-01
6.02228891e-02 1.08265519e-01 -3.53667880e-02 -1.11036557e-01
3.43500241e-02 2.67130672e-01]]
[[ 0.25762069]
[ 0.83038121]
[ 0.15907323]
[ 0.33138918]
[-1.33307966]
[-0.216833 ]
[-0.90756739]
[-0.04821707]
[ 0.23626208]
[ 0.46388065]]
Progress: 5.8% ... Training loss: 0.553 ... Validation loss: 0.903[[ 1.34085533e-01 2.75190564e-01 -1.30020318e-01 7.83865412e-02
-6.41680916e-01 -4.80729235e-02 -1.23493369e-01 1.30190021e-01
-1.20790436e-01 1.92308382e-01]
[ 2.12075222e-02 1.94113389e-01 -1.67513764e-02 4.70146122e-02
7.10153961e-02 -8.82202886e-03 2.76907426e-01 4.13567141e-02
1.44078119e-01 -1.82708671e-02]
[ 2.32725322e-01 4.87002576e-01 5.03750955e-02 2.00678064e-01
-2.29959554e-01 -9.57674773e-02 -6.74694477e-01 -3.31884963e-02
1.55631561e-01 4.58120752e-01]
[ -7.00547923e-02 -4.54716148e-01 -2.68048777e-01 -7.22253889e-02
4.00262236e-01 2.01941305e-01 3.28541322e-01 5.81897045e-02
-3.18998095e-02 -3.80523023e-02]
[ -3.08294687e-03 2.20354134e-01 -1.48850543e-01 4.65978947e-02
1.00596470e-01 -1.75452084e-01 -2.82443406e-02 -1.18779444e-01
-2.03376417e-01 6.47659744e-02]
[ -3.58065635e-01 -2.69406166e-01 -2.92063675e-01 1.22239101e-01
1.81820321e-01 6.54132368e-02 -5.73536565e-03 -3.24659647e-02
-2.77662669e-02 1.80572473e-02]
[ 2.32795903e-03 -9.56524478e-02 1.39792107e-02 1.12848249e-01
-1.95378242e-01 -7.67376069e-02 1.25125054e-01 -1.88194944e-01
1.87805035e-01 6.49430134e-02]
[ 1.21235415e-01 -1.43391748e-01 3.35635298e-02 -5.91202426e-02
1.16992498e-01 -4.50554804e-02 -4.73794101e-02 1.24691354e-01
6.85161952e-02 1.01293486e-02]
[ -1.42603918e-01 2.26025708e-02 -2.94577491e-01 1.89602078e-02
-1.77854943e-01 5.69479892e-02 -3.31901593e-01 -2.58641760e-02
2.90298652e-01 -7.27078274e-02]
[ 3.57942502e-02 -1.92301277e-01 7.37754016e-02 -6.21601286e-03
1.54197765e-01 -8.04108445e-02 -1.41154637e-02 -9.21914512e-02
-4.35303136e-02 1.34318959e-01]
[ -6.54822126e-02 1.69028606e-01 4.79286544e-03 -1.44337969e-01
-7.14604184e-02 2.13852797e-02 1.49332335e-02 -1.01160554e-01
-1.28013476e-02 -1.02144724e-01]
[ -5.50573429e-02 1.30577773e-01 -4.57262533e-02 6.03499074e-02
1.14242450e-01 7.32397361e-02 -1.69594977e-01 -1.46188018e-02
-1.13267456e-01 -1.22177453e-01]
[ -1.55517551e-01 7.46252512e-03 6.26834706e-02 2.38978096e-02
-1.77628790e-01 -2.20539039e-01 -1.82192829e-01 -1.96914999e-01
8.88733526e-02 1.76561354e-01]
[ -2.05031648e-01 -9.32681031e-02 1.23739645e-01 2.78928037e-01
-1.66384299e-01 -8.52460463e-02 -1.62635765e-01 -2.54300822e-01
-2.01464683e-01 2.30893354e-02]
[ 1.07552841e-01 -4.34041383e-02 -2.31050270e-02 9.88590358e-02
2.07419604e-02 -7.25483046e-02 1.10231885e-01 5.55927381e-03
1.57870054e-02 7.43280881e-03]
[ 1.80450297e-02 -6.81139621e-02 -2.19679634e-01 1.20857775e-01
-2.10696315e-03 1.02545036e-01 -4.89238573e-02 -1.84993554e-02
-1.17954304e-01 -2.94866448e-02]
[ -1.28660141e-01 -4.99725876e-02 -2.06987262e-01 1.48366124e-01
-4.25861155e-02 1.37454028e-01 1.36881135e-02 -2.50428429e-01
5.86138899e-02 -2.07573217e-01]
[ -7.62906474e-02 -4.12151333e-02 2.73887840e-01 9.40371012e-02
1.19542481e-01 -5.82195687e-02 -1.30073609e-01 1.22363831e-01
6.37020011e-02 3.07417224e-02]
[ 7.52919626e-02 7.84112417e-02 9.97420705e-02 1.24319493e-01
-6.12780306e-02 -3.83399949e-02 1.69762364e-01 1.18289011e-01
-1.34491723e-02 -1.93047828e-02]
[ 1.36627294e-02 -1.15323160e-01 -2.86028886e-01 -3.60678312e-02
1.98235269e-01 -9.78000443e-02 1.35994592e-01 1.63467734e-01
1.13669638e-01 -1.33339456e-02]
[ 5.11314614e-02 3.62920837e-02 -1.21029337e-01 3.85642089e-02
-9.30689847e-02 3.29250650e-01 2.28082833e-01 2.06483813e-01
-1.71998694e-01 -4.94165739e-02]
[ 8.42886283e-03 -1.09692266e-02 1.20873647e-01 1.09585357e-01
-3.65902769e-02 1.10295735e-01 -2.25883943e-01 -3.75665866e-02
2.08875091e-01 9.23186285e-02]
[ 1.05592980e-01 8.08187168e-02 -5.11447448e-02 -1.08254579e-01
-1.11953438e-01 -3.28455338e-01 1.00997392e-01 8.76799309e-03
1.39219913e-01 8.80105716e-02]
[ -9.76808279e-02 2.42831616e-02 -1.49644827e-02 2.34034975e-02
1.08103046e-02 -2.02188287e-01 -9.21486773e-02 -1.92840739e-02
1.49653934e-02 1.30614649e-01]
[ -1.29202100e-01 -9.57625228e-03 -1.90296690e-01 1.69043977e-02
-3.12602541e-01 -1.09678791e-02 -6.28958095e-02 -2.19406855e-02
1.98111017e-02 8.69583377e-02]
[ 4.62082333e-02 1.58358424e-01 -3.63313225e-02 -2.04747403e-02
1.69362464e-01 2.29850427e-01 2.89583933e-01 1.12028947e-01
-1.00507926e-01 -2.47962014e-01]
[ 7.47653619e-02 -8.45828973e-02 1.62994085e-02 5.51865890e-02
2.32538642e-01 4.56513792e-02 2.01317121e-01 9.00295699e-02
1.24410858e-01 -2.30259749e-01]
[ 8.89248951e-02 -1.69680009e-01 -3.84496320e-03 1.38177016e-03
3.10121128e-01 -2.37324541e-02 2.04499146e-01 4.69805002e-02
-2.79402601e-01 -9.00105694e-02]
[ -6.55742588e-02 -2.84705228e-01 4.15400608e-02 -5.96583753e-02
2.96408014e-01 -1.50160795e-01 2.82051145e-01 -8.33533381e-02
3.99293344e-02 2.30069016e-01]
[ -2.00748658e-01 -1.21842041e-01 9.73847486e-02 6.92841151e-02
5.47840289e-01 9.25665994e-02 1.22670988e-01 4.69089747e-02
-5.76817991e-04 -4.92652833e-03]
[ -7.22828292e-02 7.79391881e-02 3.12990152e-01 -6.41615716e-02
7.40740382e-02 -1.18568308e-01 2.80540738e-01 1.26686819e-02
-1.20009997e-01 1.63442896e-01]
[ -5.87976949e-02 -1.75913141e-02 -1.47106326e-01 -5.11883119e-03
1.75407521e-01 -2.67108516e-01 -4.02909573e-02 1.70356993e-01
6.22810216e-02 -1.50237095e-02]
[ 8.10747611e-02 1.41851130e-01 1.47601154e-01 -1.37027653e-01
8.50686090e-02 7.33872525e-02 -3.69783640e-02 2.87298937e-01
3.95037504e-02 1.16640724e-01]
[ 2.52547093e-01 4.72176686e-02 -1.31724129e-01 1.84588873e-01
-5.31916945e-01 -2.26278325e-01 -1.72861310e-01 1.83047050e-01
2.80624146e-01 -1.99149087e-01]
[ 4.20037214e-02 1.29946756e-01 2.49212827e-01 2.43543905e-01
-2.60805510e-02 -1.88762092e-01 -1.51054347e-01 -1.30907697e-01
-1.44868898e-01 -2.94426899e-01]
[ 4.97648937e-02 2.12216481e-02 -1.04677914e-01 -1.66949255e-02
1.31395098e-01 2.72768642e-02 -8.17347260e-02 -1.83955812e-01
6.35759001e-02 2.47560682e-01]
[ -1.09534061e-02 -8.39059321e-02 -7.11079941e-02 -6.69018155e-02
3.98920415e-02 -1.67246906e-01 1.21947997e-01 9.90461361e-03
2.56975912e-02 -6.80135430e-03]
[ 3.67621626e-03 -7.84766645e-03 2.33520643e-01 3.86150529e-02
-1.12464725e-01 -1.17488391e-01 1.95463817e-01 4.01468152e-02
-2.13351199e-01 7.58619421e-02]
[ 3.84711952e-02 -6.23468092e-02 9.30672721e-02 -3.99257461e-02
-8.91796591e-02 8.89593894e-02 1.67386422e-01 -2.71491466e-01
-5.33018982e-02 -1.35389294e-01]
[ -3.66457260e-02 1.00812606e-02 7.31227874e-02 -6.66762796e-02
8.54297555e-02 1.96349240e-01 1.74980971e-01 1.17906386e-01
-4.88686439e-02 1.43252707e-01]
[ 2.30099064e-01 7.50943301e-02 3.42728994e-02 9.43376289e-02
7.36623598e-03 -2.74361715e-02 -1.75170328e-01 1.47201025e-01
-4.40839393e-02 -8.29308332e-05]
[ -2.89799690e-02 -2.09429976e-01 -1.78996156e-02 -6.13671836e-02
-8.79346948e-02 -8.06516445e-02 -6.95911495e-03 4.19477827e-02
4.38455541e-02 9.31547814e-02]
[ -1.35229367e-01 1.91966428e-01 3.11445641e-02 1.69005822e-01
-3.68254250e-01 -2.08986096e-01 -2.54178516e-01 -7.01147636e-02
9.02438097e-02 8.22673202e-02]
[ 3.08072439e-02 2.01967091e-01 -1.49450792e-02 2.08748603e-01
-1.74839338e-01 1.06075199e-02 -8.03627479e-02 1.54685268e-01
3.26180269e-02 2.86513913e-01]
[ 1.97294497e-01 1.27106841e-01 2.11420384e-01 4.47517138e-02
-7.65037179e-02 1.25855397e-01 -1.59782435e-02 1.65281892e-01
1.62483684e-01 -2.83642641e-02]
[ -1.04359849e-01 1.31011622e-01 2.25719587e-01 -3.12073706e-02
1.19238664e-01 1.51927784e-01 -2.26649750e-04 -1.39425495e-02
-6.97162809e-02 1.52654585e-03]
[ -1.03950013e-01 -2.55902574e-02 2.16303686e-02 8.01806523e-02
-1.03988353e-02 1.21904199e-01 2.79229571e-01 2.06179349e-02
-2.84796976e-01 -1.05501016e-01]
[ -1.80853287e-01 8.97978445e-02 -7.39732681e-02 -2.90444901e-01
1.12453383e-03 9.68178591e-02 -1.57107037e-02 1.02761457e-01
-1.67684865e-01 9.10281425e-02]
[ 8.73603378e-02 -1.47454631e-01 -8.84173362e-02 -5.24214938e-02
9.02722043e-03 -1.91733353e-02 -6.50837506e-02 1.51974708e-01
-8.17483415e-02 -9.66884777e-02]
[ 1.53689413e-01 -1.17829405e-01 -1.36849966e-01 1.94454893e-04
1.43534421e-01 -6.13985742e-02 -5.88451482e-02 -1.46768527e-01
1.33073930e-01 -9.09616101e-02]
[ -1.30191269e-01 1.65360626e-01 2.51250103e-01 -4.26097121e-02
2.01006862e-01 1.00086031e-01 -1.55031853e-02 -2.96778323e-01
-1.39436953e-01 -7.18080485e-02]
[ -3.36547376e-01 1.80310058e-01 1.77901704e-02 -5.85391069e-03
1.53453643e-02 -1.78760593e-01 -1.32198496e-01 2.34448098e-01
-8.22370649e-02 1.16863535e-01]
[ 1.42951237e-01 1.27345965e-01 -2.44057606e-01 -1.05648689e-01
1.03717051e-01 -2.83979585e-01 -2.92486307e-03 -1.66557123e-01
-1.49996918e-02 -1.95367615e-01]
[ 2.12108969e-01 -1.16639527e-01 6.08216696e-02 -1.99632894e-02
-1.17661632e-02 -2.94592294e-02 -5.20212100e-02 -1.36169593e-01
1.10212484e-01 -1.70534028e-01]
[ -9.76785108e-02 1.43585032e-02 1.23689667e-01 1.20986763e-01
-6.63700356e-02 -1.14266176e-01 2.02509297e-01 -7.64786185e-02
1.91378972e-01 1.08785958e-02]
[ 2.51459663e-02 -8.13054215e-02 2.18058804e-01 -2.16350249e-01
5.26467938e-02 1.06739071e-01 -4.00742975e-02 -1.11381482e-01
3.60772357e-02 2.69714318e-01]]
[[ 0.2765526 ]
[ 0.85459051]
[ 0.17669184]
[ 0.35159519]
[-1.33225697]
[-0.20598456]
[-0.89935188]
[-0.0348429 ]
[ 0.25387405]
[ 0.48615063]]
Progress: 5.8% ... Training loss: 0.557 ... Validation loss: 0.870[[ 1.33717823e-01 2.72537098e-01 -1.30325691e-01 7.78398349e-02
-6.38340789e-01 -4.76260795e-02 -1.21051938e-01 1.30235054e-01
-1.21122029e-01 1.91266866e-01]
[ 2.09932287e-02 1.93479556e-01 -1.69002453e-02 4.67613070e-02
7.20665463e-02 -8.66550105e-03 2.77649950e-01 4.13796255e-02
1.43874180e-01 -1.86553535e-02]
[ 2.32756442e-01 4.86486611e-01 5.05680462e-02 2.00704544e-01
-2.29889579e-01 -9.56823324e-02 -6.74343308e-01 -3.32018431e-02
1.55693767e-01 4.58279614e-01]
[ -6.87469467e-02 -4.49396581e-01 -2.67285193e-01 -7.04114802e-02
3.92407893e-01 2.00751326e-01 3.23003280e-01 5.80284448e-02
-3.07245492e-02 -3.52781621e-02]
[ -2.12851088e-03 2.21632592e-01 -1.48115841e-01 4.79006039e-02
9.70762999e-02 -1.76071464e-01 -2.94768721e-02 -1.18928816e-01
-2.02230831e-01 6.59696515e-02]
[ -3.58499038e-01 -2.71673714e-01 -2.92423828e-01 1.21548222e-01
1.84904782e-01 6.58105332e-02 -3.66112432e-03 -3.24037256e-02
-2.82048405e-02 1.69139033e-02]
[ 8.43273677e-04 -9.97943728e-02 1.29778693e-02 1.10895446e-01
-1.89020498e-01 -7.56089877e-02 1.29298865e-01 -1.87998893e-01
1.86371673e-01 6.23680147e-02]
[ 1.21853244e-01 -1.42171961e-01 3.40226103e-02 -5.82674205e-02
1.14647834e-01 -4.54738851e-02 -4.88564977e-02 1.24599573e-01
6.91799956e-02 1.12997102e-02]
[ -1.42492137e-01 2.26565790e-02 -2.94494986e-01 1.91150049e-02
-1.77714542e-01 5.68801022e-02 -3.31927152e-01 -2.58801412e-02
2.90364893e-01 -7.26630064e-02]
[ 3.50598573e-02 -1.95669960e-01 7.32913404e-02 -7.22365061e-03
1.58775112e-01 -7.97320900e-02 -1.10086652e-02 -9.21045451e-02
-4.42051479e-02 1.32697085e-01]
[ -6.53790908e-02 1.69015520e-01 4.83127790e-03 -1.44239631e-01
-7.15590265e-02 2.13204928e-02 1.47707375e-02 -1.01170186e-01
-1.27332143e-02 -1.01986952e-01]
[ -5.56145501e-02 1.28823865e-01 -4.61005139e-02 5.96231443e-02
1.17001652e-01 7.36653924e-02 -1.67793875e-01 -1.45455329e-02
-1.13802651e-01 -1.23216511e-01]
[ -1.55517551e-01 7.46252512e-03 6.26834706e-02 2.38978096e-02
-1.77628790e-01 -2.20539039e-01 -1.82192829e-01 -1.96914999e-01
8.88733526e-02 1.76561354e-01]
[ -2.05075836e-01 -9.37172016e-02 1.23645462e-01 2.78855886e-01
-1.65948001e-01 -8.51871140e-02 -1.62366885e-01 -2.54293287e-01
-2.01535625e-01 2.28820529e-02]
[ 1.07442201e-01 -4.38073387e-02 -2.31844046e-02 9.87099917e-02
2.13884779e-02 -7.24666694e-02 1.10622375e-01 5.57354301e-03
1.56822905e-02 7.22654646e-03]
[ 1.78505343e-02 -6.92520453e-02 -2.19829782e-01 1.20507978e-01
-5.87529710e-04 1.02728088e-01 -4.78031307e-02 -1.84714142e-02
-1.18125533e-01 -3.00411509e-02]
[ -1.29039246e-01 -5.08494299e-02 -2.07230254e-01 1.47916282e-01
-4.11178702e-02 1.37715258e-01 1.47028789e-02 -2.50384537e-01
5.82484341e-02 -2.08191335e-01]
[ -7.67077825e-02 -4.25129036e-02 2.73619412e-01 9.34846745e-02
1.21413746e-01 -5.79078607e-02 -1.28772022e-01 1.22418659e-01
6.33158925e-02 3.00134750e-02]
[ 7.52225672e-02 7.76395865e-02 9.96856441e-02 1.24143655e-01
-6.08032502e-02 -3.81916434e-02 1.70222990e-01 1.18303885e-01
-1.35162858e-02 -1.96118392e-02]
[ 1.39390215e-02 -1.14517803e-01 -2.85824058e-01 -3.56322035e-02
1.97008146e-01 -9.79992359e-02 1.35085163e-01 1.63424225e-01
1.13964290e-01 -1.26344263e-02]
[ 5.09766431e-02 3.58267089e-02 -1.21106308e-01 3.83797811e-02
-9.23569283e-02 3.29349230e-01 2.28617025e-01 2.06501641e-01
-1.72124725e-01 -4.96954829e-02]
[ 8.34706544e-03 -1.12084140e-02 1.20820219e-01 1.09467089e-01
-3.60589929e-02 1.10358144e-01 -2.25705054e-01 -3.75554088e-02
2.08798826e-01 9.22138583e-02]
[ 1.05785411e-01 8.11489550e-02 -5.09986758e-02 -1.07983956e-01
-1.12280838e-01 -3.28578681e-01 1.00785913e-01 8.74092388e-03
1.39376773e-01 8.82218119e-02]
[ -9.77177694e-02 2.41270738e-02 -1.49972832e-02 2.33467469e-02
1.10326951e-02 -2.02167870e-01 -9.20845234e-02 -1.92790585e-02
1.49128611e-02 1.30528515e-01]
[ -1.29370784e-01 -1.00502254e-02 -1.90412742e-01 1.66706275e-02
-3.11692347e-01 -1.08320356e-02 -6.23638077e-02 -2.19169238e-02
1.96380869e-02 8.66357045e-02]
[ 4.57620784e-02 1.56931350e-01 -3.66224176e-02 -2.10805322e-02
1.71618726e-01 2.30195655e-01 2.91060453e-01 1.12088341e-01
-1.00915476e-01 -2.48774572e-01]
[ 7.43667988e-02 -8.58446078e-02 1.60382426e-02 5.46765132e-02
2.34491020e-01 4.59629979e-02 2.02735185e-01 9.00790916e-02
1.24031400e-01 -2.30972193e-01]
[ 8.83638834e-02 -1.71308266e-01 -4.19702997e-03 6.51351278e-04
3.12849829e-01 -2.33147734e-02 2.06313405e-01 4.70514873e-02
-2.79929940e-01 -9.10245329e-02]
[ -6.62277225e-02 -2.86624283e-01 4.10877051e-02 -6.05485155e-02
2.99717478e-01 -1.49647091e-01 2.84042199e-01 -8.32647122e-02
3.93025401e-02 2.28971547e-01]
[ -2.00993857e-01 -1.22587308e-01 9.72213452e-02 6.89499151e-02
5.49044391e-01 9.27679207e-02 1.23469949e-01 4.69431469e-02
-8.19993694e-04 -5.39760908e-03]
[ -7.24470929e-02 7.74616088e-02 3.12882522e-01 -6.43758144e-02
7.48885547e-02 -1.18445355e-01 2.81046532e-01 1.26900878e-02
-1.20164016e-01 1.63150553e-01]
[ -5.89905377e-02 -1.82570324e-02 -1.47233279e-01 -5.36674699e-03
1.76287138e-01 -2.66978339e-01 -3.96355520e-02 1.70380967e-01
6.21081450e-02 -1.53641923e-02]
[ 8.14103074e-02 1.42862728e-01 1.47813581e-01 -1.36606503e-01
8.36493253e-02 7.31340230e-02 -3.80932343e-02 2.87256693e-01
3.98082437e-02 1.17245730e-01]
[ 2.53373748e-01 4.93699854e-02 -1.31169788e-01 1.85754342e-01
-5.35939441e-01 -2.26890865e-01 -1.75228078e-01 1.82931080e-01
2.81445938e-01 -1.97622956e-01]
[ 4.18294056e-02 1.29460438e-01 2.49102507e-01 2.43322734e-01
-2.52014393e-02 -1.88629493e-01 -1.50629060e-01 -1.30885324e-01
-1.45033066e-01 -2.94739898e-01]
[ 4.98134510e-02 2.12828296e-02 -1.04652299e-01 -1.66391817e-02
1.31207066e-01 2.72447796e-02 -8.18600694e-02 -1.83961694e-01
6.36159656e-02 2.47635242e-01]
[ -1.10644751e-02 -8.42471953e-02 -7.12019789e-02 -6.70742590e-02
4.06078085e-02 -1.67150308e-01 1.22166518e-01 9.92270491e-03
2.55773596e-02 -7.03440395e-03]
[ 3.74564998e-03 -7.63368189e-03 2.33553085e-01 3.87020688e-02
-1.12860689e-01 -1.17544795e-01 1.95225131e-01 4.01384159e-02
-2.13299657e-01 7.59624479e-02]
[ 3.79623489e-02 -6.35876558e-02 9.27419626e-02 -4.06042660e-02
-8.71097084e-02 8.93535009e-02 1.68581122e-01 -2.71423021e-01
-5.38022638e-02 -1.36213004e-01]
[ -3.68397434e-02 9.61293177e-03 7.30033507e-02 -6.69304665e-02
8.62982206e-02 1.96498649e-01 1.75506369e-01 1.17931572e-01
-4.90569153e-02 1.42959651e-01]
[ 2.30472864e-01 7.62393120e-02 3.44909294e-02 9.48639429e-02
5.53130412e-03 -2.77276060e-02 -1.76283881e-01 1.47150588e-01
-4.37231693e-02 5.37195363e-04]
[ -2.88522405e-02 -2.09050564e-01 -1.78270170e-02 -6.12137416e-02
-8.81859974e-02 -8.07348995e-02 -7.24932131e-03 4.19329761e-02
4.39147152e-02 9.33403297e-02]
[ -1.34794892e-01 1.92591061e-01 3.14229600e-02 1.69536423e-01
-3.69832329e-01 -2.09252445e-01 -2.54999952e-01 -7.01701235e-02
9.06635321e-02 8.29028243e-02]
[ 3.14184465e-02 2.03089292e-01 -1.45246814e-02 2.09499083e-01
-1.77311819e-01 1.01714347e-02 -8.15538112e-02 1.54602643e-01
3.32232758e-02 2.87300246e-01]
[ 1.97722051e-01 1.28229725e-01 2.11689643e-01 4.52853000e-02
-7.83065841e-02 1.25541533e-01 -1.72963961e-02 1.65228635e-01
1.62872474e-01 -2.76388680e-02]
[ -1.04225092e-01 1.31416643e-01 2.25819686e-01 -3.10071453e-02
1.18523688e-01 1.51809363e-01 -6.55714561e-04 -1.39629030e-02
-6.95738260e-02 1.76957521e-03]
[ -1.04116555e-01 -2.60830629e-02 2.15247808e-02 7.99731635e-02
-9.61524816e-03 1.22020674e-01 2.79721378e-01 2.06382204e-02
-2.84950806e-01 -1.05782588e-01]
[ -1.81040811e-01 8.93571181e-02 -7.40919837e-02 -2.90680726e-01
1.83499342e-03 9.69500959e-02 -1.52365592e-02 1.02782927e-01
-1.67860834e-01 9.07337022e-02]
[ 8.67859639e-02 -1.49233573e-01 -8.87928265e-02 -5.31791636e-02
1.17731928e-02 -1.87341569e-02 -6.33191150e-02 1.52050654e-01
-8.22802283e-02 -9.77146078e-02]
[ 1.53420099e-01 -1.18774064e-01 -1.37071381e-01 -1.56811121e-04
1.44860732e-01 -6.11987053e-02 -5.80693228e-02 -1.46733535e-01
1.32806568e-01 -9.13734012e-02]
[ -1.30417748e-01 1.63978888e-01 2.51089597e-01 -4.29307229e-02
2.02748833e-01 1.00330375e-01 -1.43023692e-02 -2.96752985e-01
-1.39642498e-01 -7.23360165e-02]
[ -3.37015138e-01 1.78596825e-01 1.74713051e-02 -6.57600871e-03
1.79709504e-02 -1.78384932e-01 -1.30367543e-01 2.34514633e-01
-8.26962605e-02 1.15812826e-01]
[ 1.43599243e-01 1.28851870e-01 -2.43620327e-01 -1.04711996e-01
1.00676433e-01 -2.84477714e-01 -4.80874402e-03 -1.66652862e-01
-1.43246173e-02 -1.94159117e-01]
[ 2.11689837e-01 -1.17700358e-01 6.05676121e-02 -2.05237138e-02
-1.01433513e-02 -2.91454591e-02 -5.10091568e-02 -1.36113435e-01
1.09804237e-01 -1.71250056e-01]
[ -9.79641932e-02 1.35338929e-02 1.23484491e-01 1.20577020e-01
-6.43327021e-02 -1.14023541e-01 2.03594234e-01 -7.64390375e-02
1.91045430e-01 1.02486253e-02]
[ 2.49778501e-02 -8.20219334e-02 2.17961636e-01 -2.16558464e-01
5.35713402e-02 1.06900543e-01 -3.93495960e-02 -1.11357803e-01
3.59341584e-02 2.69339126e-01]]
[[ 0.27015432]
[ 0.84667647]
[ 0.16469728]
[ 0.34159671]
[-1.34262822]
[-0.21618159]
[-0.91065528]
[-0.04116402]
[ 0.24570439]
[ 0.4770753 ]]
Progress: 5.8% ... Training loss: 0.550 ... Validation loss: 0.882[[ 1.34078073e-01 2.73237903e-01 -1.30085085e-01 7.82291980e-02
-6.39085342e-01 -4.79074339e-02 -1.21113816e-01 1.30169514e-01
-1.20797830e-01 1.91537096e-01]
[ 2.10661392e-02 1.93609562e-01 -1.68654078e-02 4.68272021e-02
7.18588172e-02 -8.70612722e-03 2.77481583e-01 4.13705854e-02
1.43931555e-01 -1.86038892e-02]
[ 2.33016977e-01 4.87255021e-01 5.07593433e-02 2.00875073e-01
-2.30400651e-01 -9.58481435e-02 -6.74198206e-01 -3.32453992e-02
1.55865219e-01 4.58356543e-01]
[ -6.83385992e-02 -4.49315468e-01 -2.66962923e-01 -6.96413805e-02
3.90687435e-01 2.00378059e-01 3.22640692e-01 5.79467939e-02
-3.03087612e-02 -3.43176038e-02]
[ -1.44990849e-03 2.24342364e-01 -1.47659251e-01 4.87464393e-02
9.42701746e-02 -1.76725753e-01 -3.15222928e-02 -1.19052851e-01
-2.01555531e-01 6.68394668e-02]
[ -3.57955778e-01 -2.70495952e-01 -2.92109777e-01 1.22201947e-01
1.82987670e-01 6.53859358e-02 -5.07429352e-03 -3.24911477e-02
-2.76795789e-02 1.76793434e-02]
[ 6.04849552e-04 -1.00710787e-01 1.28469576e-02 1.10630502e-01
-1.87990697e-01 -7.54171079e-02 1.30308070e-01 -1.87969100e-01
1.86159132e-01 6.19053489e-02]
[ 1.21466000e-01 -1.43607210e-01 3.37962143e-02 -5.88172580e-02
1.16938670e-01 -4.51402218e-02 -4.70664547e-02 1.24655734e-01
6.88120471e-02 1.04873999e-02]
[ -1.42062897e-01 2.37745285e-02 -2.94220909e-01 1.96564766e-02
-1.79322814e-01 5.65233389e-02 -3.33023457e-01 -2.59479085e-02
2.90724134e-01 -7.19589078e-02]
[ 3.54113769e-02 -1.95203565e-01 7.34783278e-02 -6.95309244e-03
1.57709706e-01 -7.99354684e-02 -1.14209904e-02 -9.21578887e-02
-4.39311562e-02 1.32969903e-01]
[ -6.53899449e-02 1.68628557e-01 4.84542278e-03 -1.44234169e-01
-7.05296710e-02 2.12979507e-02 1.54134049e-02 -1.01179095e-01
-1.27493700e-02 -1.02104711e-01]
[ -5.56083831e-02 1.28688482e-01 -4.60708259e-02 5.97275395e-02
1.16832956e-01 7.36354953e-02 -1.67734443e-01 -1.45525151e-02
-1.13756473e-01 -1.23177008e-01]
[ -1.55517551e-01 7.46252512e-03 6.26834706e-02 2.38978096e-02
-1.77628790e-01 -2.20539039e-01 -1.82192829e-01 -1.96914999e-01
8.88733526e-02 1.76561354e-01]
[ -2.05227872e-01 -9.41200903e-02 1.23545134e-01 2.78638800e-01
-1.65183110e-01 -8.50677429e-02 -1.61925884e-01 -2.54270949e-01
-2.01668908e-01 2.25796417e-02]
[ 1.07778363e-01 -4.30564161e-02 -2.29762113e-02 9.91641529e-02
2.01677160e-02 -7.27458144e-02 1.09850391e-01 5.51829753e-03
1.60230065e-02 7.76649692e-03]
[ 1.82052828e-02 -6.82442957e-02 -2.19618026e-01 1.20936329e-01
-2.02172120e-03 1.02454085e-01 -4.89650287e-02 -1.85262884e-02
-1.17800649e-01 -2.95126039e-02]
[ -1.29207348e-01 -5.14165311e-02 -2.07328523e-01 1.47735394e-01
-4.06386812e-02 1.37845519e-01 1.53061616e-02 -2.50364519e-01
5.80884394e-02 -2.08450055e-01]
[ -7.64670021e-02 -4.17978043e-02 2.73764236e-01 9.37859496e-02
1.20370091e-01 -5.81111381e-02 -1.29496446e-01 1.22380689e-01
6.35356273e-02 3.03790336e-02]
[ 7.45779548e-02 7.55049457e-02 9.93034261e-02 1.23343537e-01
-5.76524890e-02 -3.76581653e-02 1.72548746e-01 1.18398221e-01
-1.40776611e-02 -2.08258055e-02]
[ 1.35235465e-02 -1.15861069e-01 -2.86080899e-01 -3.61858093e-02
1.99343603e-01 -9.76589283e-02 1.36290501e-01 1.63489485e-01
1.13577832e-01 -1.33389883e-02]
[ 5.09897918e-02 3.56751065e-02 -1.21119579e-01 3.83455871e-02
-9.24103352e-02 3.29368779e-01 2.28767420e-01 2.06505221e-01
-1.72133261e-01 -4.97431033e-02]
[ 9.11253768e-03 -8.98840751e-03 1.21320105e-01 1.10433955e-01
-3.91732070e-02 1.09717270e-01 -2.27377408e-01 -3.76806332e-02
2.09468451e-01 9.34826079e-02]
[ 1.05651690e-01 8.07336411e-02 -5.10812203e-02 -1.08156761e-01
-1.11649881e-01 -3.28464454e-01 1.01197605e-01 8.76239045e-03
1.39245506e-01 8.79768444e-02]
[ -9.76030481e-02 2.44870074e-02 -1.49155781e-02 2.35016890e-02
1.04197420e-02 -2.02270550e-01 -9.24709879e-02 -1.92978653e-02
1.50236150e-02 1.30738216e-01]
[ -1.29335038e-01 -1.01450751e-02 -1.90394814e-01 1.67041453e-02
-3.11779167e-01 -1.08450677e-02 -6.24943738e-02 -2.19210372e-02
1.96573014e-02 8.66900072e-02]
[ 4.55571829e-02 1.56279874e-01 -3.67580626e-02 -2.13633655e-02
1.72671618e-01 2.30374240e-01 2.91756324e-01 1.12122760e-01
-1.01103989e-01 -2.49164921e-01]
[ 7.39784261e-02 -8.70304914e-02 1.57969287e-02 5.41773174e-02
2.36417428e-01 4.62814413e-02 2.04004509e-01 9.01371647e-02
1.23671963e-01 -2.31661189e-01]
[ 8.80329343e-02 -1.72372689e-01 -4.40893900e-03 2.06784629e-04
3.14539903e-01 -2.30348733e-02 2.07482794e-01 4.71048183e-02
-2.80237372e-01 -9.16395578e-02]
[ -6.65323575e-02 -2.87584771e-01 4.09049269e-02 -6.09426677e-02
3.01273060e-01 -1.49399587e-01 2.85059553e-01 -8.32215004e-02
3.90183593e-02 2.28464137e-01]
[ -2.01416277e-01 -1.23987139e-01 9.69559544e-02 6.83998617e-02
5.51262663e-01 9.31228813e-02 1.24920792e-01 4.70073481e-02
-1.20112707e-03 -6.16075911e-03]
[ -7.29057423e-02 7.60745044e-02 3.12596903e-01 -6.49733193e-02
7.71862416e-02 -1.18068019e-01 2.82501441e-01 1.27622706e-02
-1.20583956e-01 1.62338097e-01]
[ -5.91825197e-02 -1.89122469e-02 -1.47361199e-01 -5.63398579e-03
1.77344413e-01 -2.66812612e-01 -3.90165492e-02 1.70411685e-01
6.19237446e-02 -1.56704949e-02]
[ 8.19313310e-02 1.44098831e-01 1.48136541e-01 -1.35923417e-01
8.11426868e-02 7.27249873e-02 -3.96606966e-02 2.87175581e-01
4.02823341e-02 1.18177787e-01]
[ 2.53556555e-01 4.98493041e-02 -1.31047905e-01 1.86020942e-01
-5.37026424e-01 -2.27057760e-01 -1.75762182e-01 1.82900843e-01
2.81614627e-01 -1.97307159e-01]
[ 4.17142828e-02 1.29111740e-01 2.49039440e-01 2.43186562e-01
-2.46184654e-02 -1.88546911e-01 -1.50387656e-01 -1.30867651e-01
-1.45140417e-01 -2.94928990e-01]
[ 4.99108475e-02 2.15017263e-02 -1.04598151e-01 -1.65116929e-02
1.30796805e-01 2.71704886e-02 -8.21558267e-02 -1.83976424e-01
6.37101699e-02 2.47821532e-01]
[ -1.09583593e-02 -8.38978181e-02 -7.11302013e-02 -6.69177092e-02
4.00836514e-02 -1.67247101e-01 1.21858831e-01 9.90372451e-03
2.56908954e-02 -6.88911001e-03]
[ 3.75541398e-03 -7.57973843e-03 2.33562870e-01 3.87190969e-02
-1.12905907e-01 -1.17562228e-01 1.95175329e-01 4.01364779e-02
-2.13285542e-01 7.59863362e-02]
[ 3.79974780e-02 -6.34149983e-02 9.27639535e-02 -4.05635228e-02
-8.72827449e-02 8.93257588e-02 1.68459974e-01 -2.71429152e-01
-5.37794061e-02 -1.36204309e-01]
[ -3.66963311e-02 1.01283675e-02 7.30878365e-02 -6.67504791e-02
8.53414504e-02 1.96389182e-01 1.74931268e-01 1.17911192e-01
-4.89410473e-02 1.43260672e-01]
[ 2.30270855e-01 7.58272223e-02 3.43722531e-02 9.46417776e-02
6.19297311e-03 -2.76135210e-02 -1.75801270e-01 1.47178346e-01
-4.38908418e-02 2.04794928e-04]
[ -2.84193575e-02 -2.07849169e-01 -1.75558016e-02 -6.06604417e-02
-9.01508383e-02 -8.10778854e-02 -8.52368904e-03 4.18654671e-02
4.43258412e-02 9.40495291e-02]
[ -1.33942878e-01 1.95000574e-01 3.19649552e-02 1.70599308e-01
-3.73372906e-01 -2.09922330e-01 -2.56958454e-01 -7.03062080e-02
9.14669577e-02 8.42627352e-02]
[ 3.24908408e-02 2.06062407e-01 -1.38657157e-02 2.10805672e-01
-1.81856401e-01 9.31418717e-03 -8.45517565e-02 1.54432420e-01
3.41594041e-02 2.88966585e-01]
[ 1.97978343e-01 1.29023041e-01 2.11850347e-01 4.56184136e-02
-7.94784420e-02 1.25326744e-01 -1.81567011e-02 1.65187808e-01
1.63110837e-01 -2.71950197e-02]
[ -1.04051770e-01 1.31900910e-01 2.25921672e-01 -3.07834641e-02
1.17765071e-01 1.51670176e-01 -1.18506695e-03 -1.39894480e-02
-6.94142477e-02 2.06637715e-03]
[ -1.04166891e-01 -2.62359097e-02 2.14967766e-02 7.99366659e-02
-9.48371032e-03 1.22053976e-01 2.79848175e-01 2.06449018e-02
-2.84985207e-01 -1.05852923e-01]
[ -1.81389358e-01 8.82893389e-02 -7.43037390e-02 -2.91130081e-01
3.49868454e-03 9.72324033e-02 -1.41463675e-02 1.02837502e-01
-1.68187417e-01 9.01606146e-02]
[ 8.62681607e-02 -1.50891027e-01 -8.91118219e-02 -5.38700640e-02
1.44139244e-02 -1.82989559e-02 -6.15755041e-02 1.52133290e-01
-8.27671518e-02 -9.86605848e-02]
[ 1.53348021e-01 -1.19099747e-01 -1.37114336e-01 -2.48316482e-04
1.45239091e-01 -6.11382277e-02 -5.76859719e-02 -1.46724057e-01
1.32742177e-01 -9.15335580e-02]
[ -1.30674612e-01 1.62983697e-01 2.50918444e-01 -4.32819313e-02
2.04273574e-01 1.00557831e-01 -1.32317546e-02 -2.96712529e-01
-1.39886676e-01 -7.28821396e-02]
[ -3.37338572e-01 1.77676041e-01 1.72958662e-02 -6.93199335e-03
1.91274310e-02 -1.78174582e-01 -1.29354499e-01 2.34556340e-01
-8.29640383e-02 1.15248456e-01]
[ 1.43072380e-01 1.27321501e-01 -2.43949301e-01 -1.05398391e-01
1.03322439e-01 -2.84073298e-01 -3.13162627e-03 -1.66570826e-01
-1.47811769e-02 -1.95087076e-01]
[ 2.12267680e-01 -1.16341494e-01 6.09355889e-02 -1.98580395e-02
-1.20291041e-02 -2.95739612e-02 -5.19816918e-02 -1.36207124e-01
1.10308604e-01 -1.70369011e-01]
[ -9.76127506e-02 1.43168026e-02 1.23698971e-01 1.21008700e-01
-6.60358849e-02 -1.14273035e-01 2.02546192e-01 -7.64932629e-02
1.91319451e-01 1.08467636e-02]
[ 2.55746360e-02 -8.04476320e-02 2.18328521e-01 -2.15790308e-01
5.12499443e-02 1.06420024e-01 -4.11833715e-02 -1.11452799e-01
3.64926902e-02 2.70253115e-01]]
[[ 0.27328563]
[ 0.85144996]
[ 0.16730805]
[ 0.34685001]
[-1.34420876]
[-0.21214045]
[-0.9117827 ]
[-0.03854688]
[ 0.25123028]
[ 0.48394302]]
Progress: 5.9% ... Training loss: 0.550 ... Validation loss: 0.874[[ 1.33136831e-01 2.69995898e-01 -1.30679692e-01 7.68383140e-02
-6.32712817e-01 -4.70245933e-02 -1.18121156e-01 1.30313490e-01
-1.21722789e-01 1.89864693e-01]
[ 2.08647262e-02 1.92993681e-01 -1.69885779e-02 4.65625480e-02
7.28382010e-02 -8.55197757e-03 2.78160722e-01 4.13975382e-02
1.43749631e-01 -1.89515859e-02]
[ 2.30674898e-01 4.81004783e-01 4.92821738e-02 1.97695630e-01
-2.18607776e-01 -9.39819784e-02 -6.68463395e-01 -3.28793686e-02
1.53522142e-01 4.54894209e-01]
[ -6.80071895e-02 -4.48738280e-01 -2.66724948e-01 -6.89920343e-02
3.88561140e-01 1.99973976e-01 3.22979476e-01 5.78820956e-02
-2.99215570e-02 -3.38683269e-02]
[ -2.20472423e-03 2.22191195e-01 -1.48042407e-01 4.78835058e-02
9.79941486e-02 -1.76228460e-01 -2.91854934e-02 -1.18962788e-01
-2.02107677e-01 6.56806276e-02]
[ -3.57751699e-01 -2.70011963e-01 -2.91988977e-01 1.22404192e-01
1.82657793e-01 6.52777445e-02 -5.69845025e-03 -3.25197430e-02
-2.74748956e-02 1.79596268e-02]
[ -9.06988158e-05 -1.03029334e-01 1.24708027e-02 1.09774178e-01
-1.83887502e-01 -7.48959124e-02 1.32711502e-01 -1.87880857e-01
1.85541758e-01 6.06391211e-02]
[ 1.19309196e-01 -1.49767636e-01 3.24280588e-02 -6.17360012e-02
1.27768781e-01 -4.34116350e-02 -4.08747770e-02 1.24983795e-01
6.67045824e-02 7.03305418e-03]
[ -1.42738614e-01 2.18194511e-02 -2.94636205e-01 1.87689069e-02
-1.76101481e-01 5.70343175e-02 -3.30846025e-01 -2.58512344e-02
2.90117521e-01 -7.31040304e-02]
[ 3.39479977e-02 -1.99630001e-01 7.25454282e-02 -9.02761468e-03
1.66385612e-01 -7.87082865e-02 -7.44890301e-03 -9.19395356e-02
-4.53650839e-02 1.30677811e-01]
[ -6.60969353e-02 1.66590831e-01 4.45847894e-03 -1.45111414e-01
-6.72993617e-02 2.18085644e-02 1.78018758e-02 -1.01082668e-01
-1.33909861e-02 -1.03337295e-01]
[ -5.67620037e-02 1.25202581e-01 -4.67897880e-02 5.82189139e-02
1.22751503e-01 7.45502692e-02 -1.63946615e-01 -1.43829121e-02
-1.14807698e-01 -1.25237745e-01]
[ -1.55517551e-01 7.46252512e-03 6.26834706e-02 2.38978096e-02
-1.77628790e-01 -2.20539039e-01 -1.82192829e-01 -1.96914999e-01
8.88733526e-02 1.76561354e-01]
[ -2.05475643e-01 -9.49487073e-02 1.23365225e-01 2.78254986e-01
-1.63643272e-01 -8.48389146e-02 -1.61063847e-01 -2.54230083e-01
-2.01902513e-01 2.20984785e-02]
[ 1.08148603e-01 -4.20043749e-02 -2.27247549e-02 9.96454900e-02
1.86735932e-02 -7.30182916e-02 1.08633441e-01 5.46209634e-03
1.63853133e-02 8.41312969e-03]
[ 1.79631829e-02 -6.90181010e-02 -2.19764116e-01 1.20627205e-01
-1.03798822e-03 1.02640485e-01 -4.81110814e-02 -1.84922642e-02
-1.18027233e-01 -2.99822259e-02]
[ -1.29316847e-01 -5.17579529e-02 -2.07387669e-01 1.47584288e-01
-3.99537066e-02 1.37929790e-01 1.56162450e-02 -2.50352108e-01
5.79906601e-02 -2.08636868e-01]
[ -7.61418526e-02 -4.09200738e-02 2.73966997e-01 9.42185761e-02
1.19287304e-01 -5.83638111e-02 -1.30414659e-01 1.22330793e-01
6.38238352e-02 3.08822118e-02]
[ 7.34728358e-02 7.19298295e-02 9.86299937e-02 1.21851192e-01
-5.20511104e-02 -3.67438947e-02 1.75993650e-01 1.18566380e-01
-1.51388546e-02 -2.28278172e-02]
[ 1.27345233e-02 -1.17859843e-01 -2.86599069e-01 -3.72463072e-02
2.03315454e-01 -9.70560288e-02 1.38131256e-01 1.63610118e-01
1.12811682e-01 -1.43920775e-02]
[ 5.03249897e-02 3.36975579e-02 -1.21505539e-01 3.74819769e-02
-8.88274915e-02 3.29886849e-01 2.31089423e-01 2.06599706e-01
-1.72750643e-01 -5.08853725e-02]
[ 8.33949724e-03 -1.11841224e-02 1.20852843e-01 1.09456868e-01
-3.55535403e-02 1.10293952e-01 -2.24983386e-01 -3.75728158e-02
2.08783421e-01 9.21978540e-02]
[ 1.05603146e-01 8.06042959e-02 -5.11117119e-02 -1.08228798e-01
-1.11438462e-01 -3.28429825e-01 1.01307471e-01 8.76915141e-03
1.39196658e-01 8.78934792e-02]
[ -9.75373086e-02 2.46322326e-02 -1.48794320e-02 2.35816658e-02
1.01107572e-02 -2.02323540e-01 -9.26413820e-02 -1.93070034e-02
1.50707752e-02 1.30866068e-01]
[ -1.29440259e-01 -1.03497915e-02 -1.90463522e-01 1.65594330e-02
-3.11264215e-01 -1.07604082e-02 -6.21780489e-02 -2.19065730e-02
1.95694284e-02 8.65300192e-02]
[ 4.51118798e-02 1.54843981e-01 -3.70301787e-02 -2.19550760e-02
1.74923922e-01 2.30738379e-01 2.93223684e-01 1.12188548e-01
-1.01521214e-01 -2.49958839e-01]
[ 7.32435023e-02 -8.93240278e-02 1.53337324e-02 5.31978283e-02
2.40094428e-01 4.68589828e-02 2.06484180e-01 9.02423341e-02
1.22981216e-01 -2.32979475e-01]
[ 8.73625302e-02 -1.74350134e-01 -4.81477261e-03 -6.43533531e-04
3.17806451e-01 -2.25186468e-02 2.09677633e-01 4.71977200e-02
-2.80834274e-01 -9.28229618e-02]
[ -6.70607547e-02 -2.89207940e-01 4.05812970e-02 -6.16268360e-02
3.03896775e-01 -1.48985036e-01 2.86810265e-01 -8.31458923e-02
3.85357537e-02 2.27619889e-01]
[ -2.01784356e-01 -1.25111137e-01 9.67385113e-02 6.79294074e-02
5.53130679e-01 9.34093217e-02 1.26156096e-01 4.70601448e-02
-1.52576918e-03 -6.81074811e-03]
[ -7.36059866e-02 7.38403720e-02 3.12156830e-01 -6.58961346e-02
8.07984658e-02 -1.17525215e-01 2.84946317e-01 1.28650159e-02
-1.21238819e-01 1.61084569e-01]
[ -5.94036780e-02 -1.95283491e-02 -1.47483224e-01 -5.92664859e-03
1.78452287e-01 -2.66644908e-01 -3.83409698e-02 1.70444522e-01
6.17186936e-02 -1.60686827e-02]
[ 8.21513451e-02 1.44828558e-01 1.48253252e-01 -1.35657818e-01
8.00726357e-02 7.25551138e-02 -4.04398657e-02 2.87145258e-01
4.04765480e-02 1.18562378e-01]
[ 2.54021933e-01 5.13757198e-02 -1.30738424e-01 1.86656508e-01
-5.39200112e-01 -2.27443020e-01 -1.77365664e-01 1.82829809e-01
2.82032213e-01 -1.96388733e-01]
[ 4.16807913e-02 1.29000817e-01 2.49028653e-01 2.43168092e-01
-2.45193349e-02 -1.88535428e-01 -1.50310985e-01 -1.30863080e-01
-1.45167161e-01 -2.95026119e-01]
[ 4.95933790e-02 2.05879573e-02 -1.04820504e-01 -1.69585015e-02
1.32521817e-01 2.74186966e-02 -8.13153274e-02 -1.83927860e-01
6.33912787e-02 2.47351044e-01]
[ -1.07422342e-02 -8.32368995e-02 -7.10162732e-02 -6.66370914e-02
3.92676996e-02 -1.67411639e-01 1.21219049e-01 9.87227176e-03
2.58873308e-02 -6.57233099e-03]
[ 3.60029881e-03 -7.78808097e-03 2.33487429e-01 3.85309169e-02
-1.12069016e-01 -1.17451375e-01 1.95382447e-01 4.01585561e-02
-2.13421507e-01 7.58086279e-02]
[ 3.76918800e-02 -6.42956370e-02 9.25616912e-02 -4.10093216e-02
-8.60542498e-02 8.95995690e-02 1.69228542e-01 -2.71378185e-01
-5.40965123e-02 -1.36745220e-01]
[ -3.71921279e-02 8.77257951e-03 7.27688002e-02 -6.74257766e-02
8.78223263e-02 1.96795454e-01 1.76270895e-01 1.17984776e-01
-4.94138440e-02 1.42426303e-01]
[ 2.30391082e-01 7.61993279e-02 3.44443262e-02 9.47941382e-02
5.61441447e-03 -2.77042334e-02 -1.76151161e-01 1.47161487e-01
-4.37816078e-02 4.12411970e-04]
[ -2.85625175e-02 -2.08221901e-01 -1.76403783e-02 -6.08598794e-02
-8.94980838e-02 -8.09658008e-02 -8.28516329e-03 4.18877781e-02
4.41864331e-02 9.38861149e-02]
[ -1.33064858e-01 1.97505387e-01 3.25444548e-02 1.71766355e-01
-3.77024475e-01 -2.10603278e-01 -2.59608730e-01 -7.04407217e-02
9.23325726e-02 8.58204188e-02]
[ 3.24910836e-02 2.06104586e-01 -1.38577257e-02 2.10808006e-01
-1.81908374e-01 9.31138717e-03 -8.45745306e-02 1.54431719e-01
3.41561216e-02 2.88977574e-01]
[ 1.98356028e-01 1.30036384e-01 2.12078954e-01 4.60700848e-02
-8.10102841e-02 1.25042588e-01 -1.92671542e-02 1.65134834e-01
1.63449310e-01 -2.65932230e-02]
[ -1.04016018e-01 1.31953606e-01 2.25948904e-01 -3.07377907e-02
1.17596114e-01 1.51651017e-01 -1.30285918e-03 -1.39944097e-02
-6.93789925e-02 2.13851240e-03]
[ -1.04269740e-01 -2.66038088e-02 2.14265551e-02 7.97915522e-02
-8.98606499e-03 1.22143744e-01 2.80206583e-01 2.06610658e-02
-2.85091530e-01 -1.06039769e-01]
[ -1.81427263e-01 8.81734235e-02 -7.43263079e-02 -2.91177833e-01
3.67135143e-03 9.72623250e-02 -1.40446740e-02 1.02842904e-01
-1.68222569e-01 9.01112831e-02]
[ 8.58906214e-02 -1.52113006e-01 -8.93545863e-02 -5.43728497e-02
1.61801234e-02 -1.80007451e-02 -6.03329516e-02 1.52189006e-01
-8.31230305e-02 -9.93542571e-02]
[ 1.52901503e-01 -1.20689853e-01 -1.37385054e-01 -8.68372564e-04
1.47863670e-01 -6.07512008e-02 -5.62557857e-02 -1.46657577e-01
1.32323216e-01 -9.23983767e-02]
[ -1.31768556e-01 1.59747498e-01 2.50245580e-01 -4.47193593e-02
2.09556253e-01 1.01409289e-01 -9.88094825e-03 -2.96559687e-01
-1.40886714e-01 -7.47611546e-02]
[ -3.38441698e-01 1.74566920e-01 1.66235302e-02 -8.34705793e-03
2.44034229e-02 -1.77326320e-01 -1.26021821e-01 2.34714325e-01
-8.39766109e-02 1.13389587e-01]
[ 1.43249524e-01 1.27637242e-01 -2.43829326e-01 -1.05212029e-01
1.03357925e-01 -2.84185117e-01 -3.57405644e-03 -1.66594553e-01
-1.46408870e-02 -1.94787398e-01]
[ 2.11665549e-01 -1.18050866e-01 6.05768566e-02 -2.06669288e-02
-9.48050828e-03 -2.90842673e-02 -5.01744217e-02 -1.36115879e-01
1.09727729e-01 -1.71406871e-01]
[ -9.79216025e-02 1.35004985e-02 1.23506659e-01 1.20599214e-01
-6.39483136e-02 -1.14062054e-01 2.03432813e-01 -7.64487932e-02
1.91032703e-01 1.04151866e-02]
[ 2.56280724e-02 -8.02523324e-02 2.18336703e-01 -2.15746140e-01
5.12198023e-02 1.06396989e-01 -4.14001176e-02 -1.11457712e-01
3.65248264e-02 2.70440164e-01]]
[[ 0.24565321]
[ 0.82175754]
[ 0.14025461]
[ 0.31917654]
[-1.37239336]
[-0.23721053]
[-0.93485852]
[-0.06394977]
[ 0.22603199]
[ 0.45382705]]
Progress: 6.0% ... Training loss: 0.556 ... Validation loss: 0.932[[ 1.34385928e-01 2.73438550e-01 -1.29979879e-01 7.84456136e-02
-6.38692231e-01 -4.82536928e-02 -1.22124116e-01 1.30000458e-01
-1.20552259e-01 1.92052967e-01]
[ 2.07852061e-02 1.92700168e-01 -1.70172002e-02 4.64928955e-02
7.32197908e-02 -8.48709350e-03 2.78442912e-01 4.14111431e-02
1.43692875e-01 -1.90722045e-02]
[ 2.29974081e-01 4.79660180e-01 4.88756122e-02 1.96502723e-01
-2.14886970e-01 -9.32318539e-02 -6.65705006e-01 -3.26353130e-02
1.52770875e-01 4.53242637e-01]
[ -6.66816352e-02 -4.44723217e-01 -2.65948923e-01 -6.69384802e-02
3.80864927e-01 1.98519743e-01 3.18034684e-01 5.74784848e-02
-2.85964804e-02 -3.11088419e-02]
[ -5.18448599e-04 2.27893371e-01 -1.47213608e-01 5.00621707e-02
8.96108830e-02 -1.77846270e-01 -3.59020310e-02 -1.19387527e-01
-2.00664703e-01 6.87103283e-02]
[ -3.56295270e-01 -2.65919853e-01 -2.91151011e-01 1.24391790e-01
1.74743753e-01 6.37822841e-02 -1.05533399e-02 -3.29258532e-02
-2.60978028e-02 2.05887872e-02]
[ -5.97718364e-05 -1.03081453e-01 1.24951693e-02 1.09784220e-01
-1.83818189e-01 -7.48857415e-02 1.32601963e-01 -1.87878943e-01
1.85599653e-01 6.09113774e-02]
[ 1.19675334e-01 -1.48602609e-01 3.26482734e-02 -6.12692216e-02
1.25866341e-01 -4.38188644e-02 -4.17984021e-02 1.24900387e-01
6.70226930e-02 7.46814318e-03]
[ -1.42597928e-01 2.21219158e-02 -2.94575194e-01 1.89642263e-02
-1.76557726e-01 5.69076481e-02 -3.31422189e-01 -2.58874199e-02
2.90264269e-01 -7.28358011e-02]
[ 3.51095156e-02 -1.96938462e-01 7.32318209e-02 -7.57209073e-03
1.60740145e-01 -7.98367515e-02 -1.07245398e-02 -9.22436427e-02
-4.42789302e-02 1.32617943e-01]
[ -6.50647262e-02 1.70078001e-01 5.01593520e-03 -1.43679363e-01
-7.28535650e-02 2.07439555e-02 1.38107007e-02 -1.01348652e-01
-1.24022887e-02 -1.01316803e-01]
[ -5.69615520e-02 1.24531356e-01 -4.68900793e-02 5.79910791e-02
1.23747760e-01 7.47241550e-02 -1.63144023e-01 -1.43366120e-02
-1.14982702e-01 -1.25593634e-01]
[ -1.55517551e-01 7.46252512e-03 6.26834706e-02 2.38978096e-02
-1.77628790e-01 -2.20539039e-01 -1.82192829e-01 -1.96914999e-01
8.88733526e-02 1.76561354e-01]
[ -2.05423245e-01 -9.48598162e-02 1.23423124e-01 2.78445868e-01
-1.64289280e-01 -8.49758899e-02 -1.61166852e-01 -2.54264608e-01
-2.01810429e-01 2.22655169e-02]
[ 1.08445103e-01 -4.14397497e-02 -2.25633276e-02 1.00010199e-01
1.72679892e-02 -7.32830024e-02 1.07760439e-01 5.38735889e-03
1.66561669e-02 8.94342480e-03]
[ 1.91135789e-02 -6.55130619e-02 -2.19123585e-01 1.22112869e-01
-7.07800751e-03 1.01508771e-01 -5.20595293e-02 -1.87990696e-02
-1.16973107e-01 -2.80074018e-02]
[ -1.29082302e-01 -5.10245913e-02 -2.07256964e-01 1.47883973e-01
-4.11608192e-02 1.37704375e-01 1.46693804e-02 -2.50409986e-01
5.82071981e-02 -2.08183246e-01]
[ -7.57102574e-02 -3.95704253e-02 2.74183660e-01 9.47620021e-02
1.17019769e-01 -5.87565880e-02 -1.31875591e-01 1.22224391e-01
6.42240064e-02 3.16836323e-02]
[ 7.23165943e-02 6.83855426e-02 9.79844051e-02 1.20275575e-01
-4.59319865e-02 -3.55976650e-02 1.80002086e-01 1.18885413e-01
-1.62347973e-02 -2.47394489e-02]
[ 1.29976404e-02 -1.17075003e-01 -2.86424534e-01 -3.68561429e-02
2.01775476e-01 -9.73568036e-02 1.37491081e-01 1.63530057e-01
1.13081885e-01 -1.40142187e-02]
[ 5.07448566e-02 3.47891785e-02 -1.21250510e-01 3.80249051e-02
-9.05426766e-02 3.29470291e-01 2.29850489e-01 2.06497523e-01
-1.72347051e-01 -5.02794734e-02]
[ 8.37236004e-03 -1.09419650e-02 1.20869605e-01 1.09507487e-01
-3.58693585e-02 1.10252643e-01 -2.25246051e-01 -3.75826453e-02
2.08807426e-01 9.22960297e-02]
[ 1.05826394e-01 8.11986718e-02 -5.10031052e-02 -1.07926720e-01
-1.12370318e-01 -3.28643467e-01 1.00447723e-01 8.71137388e-03
1.39413221e-01 8.83016444e-02]
[ -9.75144048e-02 2.46828288e-02 -1.48664533e-02 2.36123639e-02
9.98917377e-03 -2.02339752e-01 -9.27033900e-02 -1.93124682e-02
1.50938034e-02 1.30914140e-01]
[ -1.29417271e-01 -1.03031765e-02 -1.90449512e-01 1.65939362e-02
-3.11396052e-01 -1.07857366e-02 -6.22549223e-02 -2.19137341e-02
1.95940542e-02 8.65810149e-02]
[ 4.49860500e-02 1.54430188e-01 -3.71033187e-02 -2.21159701e-02
1.75607170e-01 2.30856971e-01 2.93600482e-01 1.12219862e-01
-1.01624567e-01 -2.50163292e-01]
[ 7.29299231e-02 -9.04478898e-02 1.51443012e-02 5.27615177e-02
2.41868460e-01 4.71782587e-02 2.07742857e-01 9.03291193e-02
1.22687970e-01 -2.33607505e-01]
[ 8.72221768e-02 -1.74858837e-01 -4.89937889e-03 -8.43677995e-04
3.18655031e-01 -2.23670703e-02 2.10255432e-01 4.72385134e-02
-2.80974961e-01 -9.30882266e-02]
[ -6.74614011e-02 -2.90768565e-01 4.03746063e-02 -6.21288655e-02
3.06027136e-01 -1.48620591e-01 2.88517004e-01 -8.30456238e-02
3.81939150e-02 2.27069832e-01]
[ -2.01847785e-01 -1.25342758e-01 9.67035105e-02 6.78477566e-02
5.53422594e-01 9.34707493e-02 1.26398856e-01 4.70760701e-02
-1.58450964e-03 -6.92130119e-03]
[ -7.41977569e-02 7.18328001e-02 3.11822323e-01 -6.66766033e-02
8.40338078e-02 -1.16945702e-01 2.87068375e-01 1.30204172e-02
-1.21784857e-01 1.60011209e-01]
[ -5.93685715e-02 -1.94589531e-02 -1.47468247e-01 -5.88101179e-03
1.78286675e-01 -2.66677986e-01 -3.84485608e-02 1.70435510e-01
6.17510701e-02 -1.60008181e-02]
[ 8.27010413e-02 1.46609761e-01 1.48560858e-01 -1.34937438e-01
7.69833388e-02 7.20303291e-02 -4.24711616e-02 2.87001131e-01
4.09869488e-02 1.19553601e-01]
[ 2.54914275e-01 5.40593607e-02 -1.30219454e-01 1.87863414e-01
-5.43293290e-01 -2.28337073e-01 -1.80553093e-01 1.82594521e-01
2.82879964e-01 -1.94709874e-01]
[ 4.17303304e-02 1.29117028e-01 2.49052913e-01 2.43230334e-01
-2.47597159e-02 -1.88587778e-01 -1.50427075e-01 -1.30873933e-01
-1.45125644e-01 -2.94978689e-01]
[ 4.96906930e-02 2.09397144e-02 -1.04756804e-01 -1.68009977e-02
1.31881037e-01 2.73045352e-02 -8.16750208e-02 -1.83958270e-01
6.35027629e-02 2.47491824e-01]
[ -1.04809154e-02 -8.20627205e-02 -7.08985534e-02 -6.63081832e-02
3.75315859e-02 -1.67662929e-01 1.20008370e-01 9.81110909e-03
2.61129207e-02 -6.03956238e-03]
[ 3.26710068e-03 -8.78605552e-03 2.33292109e-01 3.80540166e-02
-1.10442368e-01 -1.17115476e-01 1.96483277e-01 4.02579492e-02
-2.13771642e-01 7.52095662e-02]
[ 3.75570120e-02 -6.46738780e-02 9.24853827e-02 -4.11843363e-02
-8.53290151e-02 8.97267766e-02 1.69603673e-01 -2.71342946e-01
-5.42194653e-02 -1.36965871e-01]
[ -3.74001544e-02 8.25518034e-03 7.26673703e-02 -6.76926670e-02
8.89013976e-02 1.96997769e-01 1.76949122e-01 1.18037749e-01
-4.96062218e-02 1.42089289e-01]
[ 2.30645771e-01 7.70264262e-02 3.45832180e-02 9.51275380e-02
4.18668018e-03 -2.79516971e-02 -1.77116495e-01 1.47097824e-01
-4.35531453e-02 8.91224455e-04]
[ -2.85196516e-02 -2.08076491e-01 -1.76166560e-02 -6.08045428e-02
-8.96937135e-02 -8.10088323e-02 -8.39566990e-03 4.18755531e-02
4.42229575e-02 9.39459194e-02]
[ -1.32613654e-01 1.98591894e-01 3.27888307e-02 1.72340850e-01
-3.79122073e-01 -2.11008567e-01 -2.60899540e-01 -7.05574893e-02
9.27555838e-02 8.65785637e-02]
[ 3.38042269e-02 2.10006867e-01 -1.31123708e-02 2.12488262e-01
-1.88608286e-01 8.00997416e-03 -8.88348027e-02 1.54083257e-01
3.53754872e-02 2.91046155e-01]
[ 1.98576739e-01 1.30743977e-01 2.12217109e-01 4.63763741e-02
-8.23090924e-02 1.24820122e-01 -2.00946496e-02 1.65073629e-01
1.63664319e-01 -2.61726641e-02]
[ -1.03844870e-01 1.32476439e-01 2.26040339e-01 -3.05173950e-02
1.16728672e-01 1.51485754e-01 -1.93395706e-03 -1.40359736e-02
-6.92221110e-02 2.44979716e-03]
[ -1.04174178e-01 -2.62724289e-02 2.14957883e-02 7.99758118e-02
-9.64832646e-03 1.22016963e-01 2.79960601e-01 2.06286908e-02
-2.84993199e-01 -1.05839479e-01]
[ -1.81556064e-01 8.77772059e-02 -7.43863759e-02 -2.91318016e-01
4.27357005e-03 9.73675533e-02 -1.36154657e-02 1.02869202e-01
-1.68323002e-01 8.99532477e-02]
[ 8.58906616e-02 -1.52169003e-01 -8.93529279e-02 -5.43686323e-02
1.61948090e-02 -1.80039907e-02 -6.03211231e-02 1.52187937e-01
-8.31200854e-02 -9.93594452e-02]
[ 1.52722011e-01 -1.21351824e-01 -1.37509208e-01 -1.10312040e-03
1.48920845e-01 -6.05864330e-02 -5.55879425e-02 -1.46609971e-01
1.32156045e-01 -9.27293922e-02]
[ -1.30466005e-01 1.63387942e-01 2.51015144e-01 -4.30142420e-02
2.03215020e-01 1.00132026e-01 -1.38376298e-02 -2.96911230e-01
-1.39672617e-01 -7.25534304e-02]
[ -3.37663003e-01 1.77036822e-01 1.70649888e-02 -7.27748033e-03
2.08596772e-02 -1.78102639e-01 -1.29051253e-01 2.34513672e-01
-8.32138368e-02 1.14876650e-01]
[ 1.43566834e-01 1.28711818e-01 -2.43643605e-01 -1.04764367e-01
1.01382469e-01 -2.84515321e-01 -4.78736774e-03 -1.66683312e-01
-1.43466705e-02 -1.94157025e-01]
[ 2.11325783e-01 -1.19395141e-01 6.03562871e-02 -2.11751524e-02
-7.51106171e-03 -2.87218994e-02 -4.87756850e-02 -1.36011214e-01
1.09371782e-01 -1.72129394e-01]
[ -9.81338282e-02 1.30508742e-02 1.23392352e-01 1.20319360e-01
-6.34222959e-02 -1.13878862e-01 2.04018749e-01 -7.63868238e-02
1.90838030e-01 1.00981106e-02]
[ 2.59551794e-02 -7.94739011e-02 2.18542547e-01 -2.15285931e-01
4.93241844e-02 1.06051260e-01 -4.23174277e-02 -1.11554787e-01
3.68713754e-02 2.71090353e-01]]
[[ 0.25960635]
[ 0.83942798]
[ 0.1509916 ]
[ 0.33806293]
[-1.35568259]
[-0.21980795]
[-0.9193849 ]
[-0.04624597]
[ 0.24096016]
[ 0.47211652]]
Progress: 6.0% ... Training loss: 0.545 ... Validation loss: 0.891[[ 1.35458137e-01 2.76473973e-01 -1.29269897e-01 7.98908740e-02
-6.42241464e-01 -4.91750698e-02 -1.25115183e-01 1.29800392e-01
-1.19519855e-01 1.93750260e-01]
[ 2.09613655e-02 1.93216166e-01 -1.69025398e-02 4.67522204e-02
7.22846845e-02 -8.63370473e-03 2.77835914e-01 4.13756810e-02
1.43872919e-01 -1.87468241e-02]
[ 2.29898422e-01 4.80150784e-01 4.88975978e-02 1.96414241e-01
-2.13660060e-01 -9.31908228e-02 -6.65290491e-01 -3.26298310e-02
1.52717280e-01 4.53167880e-01]
[ -6.76117513e-02 -4.47635223e-01 -2.66558950e-01 -6.81325310e-02
3.83764793e-01 1.99246308e-01 3.20885793e-01 5.76280322e-02
-2.95510142e-02 -3.26847342e-02]
[ -1.54235152e-04 2.29098526e-01 -1.46961202e-01 5.04891807e-02
8.92138500e-02 -1.78110087e-01 -3.73441856e-02 -1.19430315e-01
-2.00241462e-01 6.92420992e-02]
[ -3.56232018e-01 -2.65991716e-01 -2.91082280e-01 1.24527238e-01
1.74673446e-01 6.36878341e-02 -1.07185625e-02 -3.29440922e-02
-2.59738531e-02 2.07120595e-02]
[ 1.13323544e-03 -9.99268469e-02 1.31836248e-02 1.11267906e-01
-1.88409281e-01 -7.58407919e-02 1.28913895e-01 -1.88080113e-01
1.86719270e-01 6.28518033e-02]
[ 1.19678934e-01 -1.48149032e-01 3.26975331e-02 -6.11692961e-02
1.26184180e-01 -4.38963580e-02 -4.15910478e-02 1.24882958e-01
6.70515645e-02 7.48810285e-03]
[ -1.42557522e-01 2.18797783e-02 -2.94583624e-01 1.89945964e-02
-1.76650690e-01 5.68586025e-02 -3.31492382e-01 -2.58951013e-02
2.90299878e-01 -7.29313194e-02]
[ 3.59802691e-02 -1.94311904e-01 7.37996815e-02 -6.37668268e-03
1.57712369e-01 -8.06416076e-02 -1.32680861e-02 -9.24116387e-02
-4.33911066e-02 1.33991018e-01]
[ -6.47094950e-02 1.70576915e-01 5.19359939e-03 -1.43236928e-01
-7.38750878e-02 2.04512318e-02 1.29117524e-02 -1.01406952e-01
-1.20597247e-02 -1.00846430e-01]
[ -5.68872714e-02 1.24700067e-01 -4.68375884e-02 5.81026649e-02
1.23360536e-01 7.46456952e-02 -1.63417656e-01 -1.43548349e-02
-1.14905043e-01 -1.25448941e-01]
[ -1.55517551e-01 7.46252512e-03 6.26834706e-02 2.38978096e-02
-1.77628790e-01 -2.20539039e-01 -1.82192829e-01 -1.96914999e-01
8.88733526e-02 1.76561354e-01]
[ -2.05224144e-01 -9.43767996e-02 1.23550451e-01 2.78732757e-01
-1.65136687e-01 -8.51498021e-02 -1.61767929e-01 -2.54302978e-01
-2.01603874e-01 2.26346140e-02]
[ 1.08474888e-01 -4.17180969e-02 -2.25497112e-02 1.00036639e-01
1.73502579e-02 -7.33019289e-02 1.07841987e-01 5.38145626e-03
1.66969555e-02 8.94959809e-03]
[ 1.85784446e-02 -6.69378175e-02 -2.19409451e-01 1.21432015e-01
-4.42343039e-03 1.01934980e-01 -5.04055243e-02 -1.87045812e-02
-1.17452912e-01 -2.89526463e-02]
[ -1.28080179e-01 -4.81654185e-02 -2.06682018e-01 1.49163657e-01
-4.51043554e-02 1.36886717e-01 1.13506279e-02 -2.50576655e-01
5.91435165e-02 -2.06464214e-01]
[ -7.55950243e-02 -3.93926053e-02 2.74252202e-01 9.49030258e-02
1.16537569e-01 -5.88443970e-02 -1.32097947e-01 1.22203200e-01
6.43393099e-02 3.18515908e-02]
[ 7.23856675e-02 6.85342640e-02 9.80227502e-02 1.20332234e-01
-4.61012358e-02 -3.56405051e-02 1.79861344e-01 1.18871816e-01
-1.61722283e-02 -2.46691314e-02]
[ 1.29719480e-02 -1.16905175e-01 -2.86433955e-01 -3.68477236e-02
2.01895577e-01 -9.73589181e-02 1.37333647e-01 1.63529949e-01
1.13072597e-01 -1.39392946e-02]
[ 5.05749315e-02 3.41899846e-02 -1.21347940e-01 3.77967765e-02
-8.95683170e-02 3.29611376e-01 2.30538035e-01 2.06527776e-01
-1.72505976e-01 -5.06139223e-02]
[ 8.55549880e-03 -1.01620392e-02 1.21011559e-01 1.09798641e-01
-3.65141999e-02 1.10048540e-01 -2.25484844e-01 -3.76260536e-02
2.09003790e-01 9.25147074e-02]
[ 1.05779504e-01 8.09565441e-02 -5.10355637e-02 -1.07999090e-01
-1.12023808e-01 -3.28606839e-01 1.00581331e-01 8.72137779e-03
1.39366690e-01 8.82013971e-02]
[ -9.75855149e-02 2.44363133e-02 -1.49014090e-02 2.35171860e-02
1.03673411e-02 -2.02281571e-01 -9.24432565e-02 -1.92993981e-02
1.50262639e-02 1.30780957e-01]
[ -1.28866709e-01 -8.83653945e-03 -1.90156095e-01 1.73296261e-02
-3.14301325e-01 -1.12765171e-02 -6.41087364e-02 -2.20168227e-02
2.01062909e-02 8.74560986e-02]
[ 4.47946888e-02 1.53710667e-01 -3.72137932e-02 -2.23593443e-02
1.76646317e-01 2.31019062e-01 2.94343037e-01 1.12252010e-01
-1.01782830e-01 -2.50519083e-01]
[ 7.26081941e-02 -9.14649880e-02 1.49603919e-02 5.23448766e-02
2.43503398e-01 4.74536730e-02 2.08844536e-01 9.03847457e-02
1.22393427e-01 -2.34189776e-01]
[ 8.70068084e-02 -1.75519569e-01 -5.01575204e-03 -1.12621185e-03
3.19730153e-01 -2.21845137e-02 2.10987728e-01 4.72769793e-02
-2.81173827e-01 -9.34625367e-02]
[ -6.78402329e-02 -2.91954473e-01 4.01487512e-02 -6.26465191e-02
3.08078948e-01 -1.48284674e-01 2.89850057e-01 -8.29756471e-02
3.78396031e-02 2.26362362e-01]
[ -2.02318613e-01 -1.26746395e-01 9.64301248e-02 6.72358683e-02
5.55728041e-01 9.38634287e-02 1.28024135e-01 4.71591073e-02
-2.01219035e-03 -7.74468877e-03]
[ -7.46581014e-02 7.04432082e-02 3.11564725e-01 -6.72747161e-02
8.63126352e-02 -1.16564995e-01 2.88645293e-01 1.31003586e-02
-1.22208968e-01 1.59207524e-01]
[ -5.96551796e-02 -2.04096465e-02 -1.47615965e-01 -6.24827032e-03
1.79746346e-01 -2.66453752e-01 -3.74583505e-02 1.70484952e-01
6.14977674e-02 -1.64960654e-02]
[ 8.29017292e-02 1.47297634e-01 1.48685758e-01 -1.34656904e-01
7.60457395e-02 7.18537873e-02 -4.31461755e-02 2.86964787e-01
4.11715266e-02 1.19934452e-01]
[ 2.55954982e-01 5.72085602e-02 -1.29635874e-01 1.89201916e-01
-5.48001197e-01 -2.29229790e-01 -1.84133642e-01 1.82411003e-01
2.83797554e-01 -1.92985332e-01]
[ 4.17732709e-02 1.29255013e-01 2.49080367e-01 2.43292972e-01
-2.49875834e-02 -1.88625302e-01 -1.50572665e-01 -1.30881185e-01
-1.45089680e-01 -2.94908738e-01]
[ 4.96963206e-02 2.09089160e-02 -1.04749847e-01 -1.67842119e-02
1.31840244e-01 2.72889130e-02 -8.16913962e-02 -1.83959967e-01
6.35178906e-02 2.47513664e-01]
[ -1.04924737e-02 -8.21733396e-02 -7.08864494e-02 -6.62952199e-02
3.75056747e-02 -1.67653138e-01 1.20014832e-01 9.80814661e-03
2.61162616e-02 -6.03994307e-03]
[ 3.29491141e-03 -8.70302353e-03 2.33309752e-01 3.80929795e-02
-1.10598247e-01 -1.17141112e-01 1.96392093e-01 4.02525721e-02
-2.13743653e-01 7.52587438e-02]
[ 3.75599230e-02 -6.47688152e-02 9.24860586e-02 -4.11787137e-02
-8.52303969e-02 8.97234406e-02 1.69640111e-01 -2.71345618e-01
-5.42123972e-02 -1.36963104e-01]
[ -3.69887125e-02 9.64405364e-03 7.28935406e-02 -6.71634528e-02
8.69047624e-02 1.96638146e-01 1.75385579e-01 1.17968113e-01
-4.92195706e-02 1.42847766e-01]
[ 2.30558569e-01 7.66775587e-02 3.45283407e-02 9.50136068e-02
5.12691797e-03 -2.78934308e-02 -1.76944023e-01 1.47119371e-01
-4.36311957e-02 7.64503422e-04]
[ -2.75448054e-02 -2.05155184e-01 -1.70394178e-02 -5.94826695e-02
-9.41483235e-02 -8.18441560e-02 -1.12235017e-02 4.16939699e-02
4.51632458e-02 9.54893665e-02]
[ -1.32281592e-01 1.99610367e-01 3.29868251e-02 1.72767260e-01
-3.80560701e-01 -2.11287869e-01 -2.62028560e-01 -7.06179467e-02
9.30778911e-02 8.71657107e-02]
[ 3.40245568e-02 2.10459341e-01 -1.29785659e-02 2.12748886e-01
-1.89538161e-01 7.83854368e-03 -8.94638861e-02 1.54043643e-01
3.55756711e-02 2.91380795e-01]
[ 1.98865971e-01 1.31643436e-01 2.12377219e-01 4.67485028e-02
-8.37487173e-02 1.24581722e-01 -2.10339213e-02 1.65022914e-01
1.63929444e-01 -2.56877844e-02]
[ -1.03399700e-01 1.33858406e-01 2.26306061e-01 -2.99078839e-02
1.14400342e-01 1.51089423e-01 -3.37346687e-03 -1.41189161e-02
-6.87888779e-02 3.23930759e-03]
[ -1.04080014e-01 -2.59687911e-02 2.15468672e-02 8.00956222e-02
-1.02219667e-02 1.21937532e-01 2.79647682e-01 2.06121665e-02
-2.84906173e-01 -1.05667210e-01]
[ -1.81737140e-01 8.71620158e-02 -7.44953966e-02 -2.91563423e-01
5.22880569e-03 9.75221113e-02 -1.29398833e-02 1.02902169e-01
-1.68479227e-01 8.96193664e-02]
[ 8.57079044e-02 -1.52771508e-01 -8.94611322e-02 -5.46179833e-02
1.71765279e-02 -1.78450247e-02 -5.96803029e-02 1.52221563e-01
-8.32931578e-02 -9.96876578e-02]
[ 1.52990649e-01 -1.20731778e-01 -1.37317685e-01 -7.19223191e-04
1.47826721e-01 -6.08301043e-02 -5.61687111e-02 -1.46667297e-01
1.32450014e-01 -9.23367881e-02]
[ -1.29864615e-01 1.65121447e-01 2.51345021e-01 -4.22862628e-02
2.00804930e-01 9.96529986e-02 -1.59844316e-02 -2.97010772e-01
-1.39128956e-01 -7.14973493e-02]
[ -3.38660341e-01 1.74003727e-01 1.64920071e-02 -8.59213140e-03
2.60611498e-02 -1.77284709e-01 -1.25830138e-01 2.34690086e-01
-8.41254993e-02 1.13213670e-01]
[ 1.44075607e-01 1.29931645e-01 -2.43384870e-01 -1.04102479e-01
9.90589372e-02 -2.84934517e-01 -6.30210139e-03 -1.66773780e-01
-1.39048317e-02 -1.93413472e-01]
[ 2.11578023e-01 -1.18336552e-01 6.05328924e-02 -2.07811965e-02
-8.84804558e-03 -2.89917201e-02 -4.97863115e-02 -1.36061756e-01
1.09662811e-01 -1.71649994e-01]
[ -9.77599329e-02 1.42364506e-02 1.23624279e-01 1.20801070e-01
-6.48752284e-02 -1.14203427e-01 2.02697058e-01 -7.64572702e-02
1.91165548e-01 1.07550269e-02]
[ 2.62478449e-02 -7.89641673e-02 2.18724876e-01 -2.14871281e-01
4.83038499e-02 1.05793571e-01 -4.26800490e-02 -1.11607396e-01
3.71930691e-02 2.71412918e-01]]
[[ 0.27332553]
[ 0.85326344]
[ 0.16255441]
[ 0.35166951]
[-1.35367812]
[-0.21039041]
[-0.9113671 ]
[-0.03901972]
[ 0.25523652]
[ 0.48349667]]
Progress: 6.0% ... Training loss: 0.546 ... Validation loss: 0.870[[ 1.33456826e-01 2.69802244e-01 -1.30480914e-01 7.72280099e-02
-6.31908031e-01 -4.75303478e-02 -1.18093699e-01 1.30085243e-01
-1.21391208e-01 1.90361178e-01]
[ 2.09216261e-02 1.93043236e-01 -1.69274269e-02 4.66947100e-02
7.24885207e-02 -8.60852475e-03 2.78048437e-01 4.13814777e-02
1.43826393e-01 -1.88078606e-02]
[ 2.29651347e-01 4.78944428e-01 4.87402773e-02 1.96068049e-01
-2.12317063e-01 -9.29193983e-02 -6.63453478e-01 -3.26032757e-02
1.52479370e-01 4.52865188e-01]
[ -6.71701242e-02 -4.45110342e-01 -2.66310971e-01 -6.74310538e-02
3.80053684e-01 1.98844118e-01 3.18334764e-01 5.75662195e-02
-2.91724362e-02 -3.14797464e-02]
[ 7.96312158e-04 2.30555467e-01 -1.46424208e-01 5.17773109e-02
8.66972640e-02 -1.78667772e-01 -4.03131784e-02 -1.19587193e-01
-1.99155149e-01 7.08787018e-02]
[ -3.57176958e-01 -2.69116805e-01 -2.91662300e-01 1.23257146e-01
1.79490233e-01 6.44054918e-02 -7.46167466e-03 -3.28054955e-02
-2.68556195e-02 1.89617405e-02]
[ 1.05217986e-04 -1.03210926e-01 1.25649298e-02 1.09936457e-01
-1.83483916e-01 -7.50223107e-02 1.32173022e-01 -1.87934349e-01
1.85760255e-01 6.11312612e-02]
[ 1.18411565e-01 -1.52286393e-01 3.19508656e-02 -6.28530838e-02
1.32583269e-01 -4.28823112e-02 -3.66996801e-02 1.25058569e-01
6.58632931e-02 5.33955200e-03]
[ -1.42412204e-01 2.23354685e-02 -2.94481449e-01 1.91783592e-02
-1.77452129e-01 5.67295349e-02 -3.31692424e-01 -2.59149146e-02
2.90405193e-01 -7.26889798e-02]
[ 3.32023852e-02 -2.03059890e-01 7.21590165e-02 -1.00727242e-02
1.71343455e-01 -7.85041089e-02 -3.15352987e-03 -9.20137426e-02
-4.60229796e-02 1.29157199e-01]
[ -6.50353662e-02 1.69171496e-01 4.98762515e-03 -1.43649920e-01
-7.20990952e-02 2.07426074e-02 1.40118015e-02 -1.01363720e-01
-1.23483632e-02 -1.01404230e-01]
[ -5.68785251e-02 1.24762632e-01 -4.68341562e-02 5.81101329e-02
1.23293260e-01 7.46379389e-02 -1.63424921e-01 -1.43558044e-02
-1.14908269e-01 -1.25434395e-01]
[ -1.55517551e-01 7.46252512e-03 6.26834706e-02 2.38978096e-02
-1.77628790e-01 -2.20539039e-01 -1.82192829e-01 -1.96914999e-01
8.88733526e-02 1.76561354e-01]
[ -2.05466043e-01 -9.53053971e-02 1.23394797e-01 2.78400712e-01
-1.63963059e-01 -8.49560248e-02 -1.60835515e-01 -2.54267594e-01
-2.01824561e-01 2.21408518e-02]
[ 1.07794534e-01 -4.37631369e-02 -2.29469628e-02 9.91500149e-02
2.07591251e-02 -7.28084064e-02 1.10018571e-01 5.47908893e-03
1.60706490e-02 7.76791294e-03]
[ 1.82517770e-02 -6.79753988e-02 -2.19607795e-01 1.20987665e-01
-2.72172146e-03 1.02192868e-01 -4.92400693e-02 -1.86562270e-02
-1.17771390e-01 -2.95565670e-02]
[ -1.28468716e-01 -4.92397508e-02 -2.06912222e-01 1.48666620e-01
-4.32522111e-02 1.37178689e-01 1.25748748e-02 -2.50523888e-01
5.87798391e-02 -2.07119930e-01]
[ -7.58580263e-02 -4.02787092e-02 2.74108437e-01 9.45765351e-02
1.17782616e-01 -5.86620381e-02 -1.31208406e-01 1.22240855e-01
6.40858262e-02 3.14094246e-02]
[ 7.22277802e-02 6.72516711e-02 9.79310020e-02 1.20107078e-01
-4.46170163e-02 -3.54064788e-02 1.80925938e-01 1.18886994e-01
-1.62451246e-02 -2.49706247e-02]
[ 1.27050731e-02 -1.17661682e-01 -2.86617482e-01 -3.72408185e-02
2.03093227e-01 -9.71528863e-02 1.38375130e-01 1.63573312e-01
1.12778496e-01 -1.44079604e-02]
[ 4.99757076e-02 3.23563711e-02 -1.21729689e-01 3.69778564e-02
-8.67529647e-02 3.30101344e-01 2.32523227e-01 2.06617568e-01
-1.73112620e-01 -5.16463497e-02]
[ 8.35502571e-03 -1.05192615e-02 1.20909551e-01 1.09578163e-01
-3.58678095e-02 1.10146774e-01 -2.24621783e-01 -3.76017145e-02
2.08820356e-01 9.22458897e-02]
[ 1.05663261e-01 8.06269114e-02 -5.10953060e-02 -1.08153362e-01
-1.11464738e-01 -3.28513152e-01 1.00946760e-01 8.73826732e-03
1.39256527e-01 8.79939523e-02]
[ -9.76554265e-02 2.41984624e-02 -1.49458524e-02 2.34160086e-02
1.06834213e-02 -2.02224313e-01 -9.21981113e-02 -1.92889132e-02
1.49534280e-02 1.30643663e-01]
[ -1.28650644e-01 -8.15830445e-03 -1.90010867e-01 1.76277076e-02
-3.15361680e-01 -1.14541223e-02 -6.48545433e-02 -2.20485043e-02
2.03052594e-02 8.78724187e-02]
[ 4.40065604e-02 1.51296314e-01 -3.76986913e-02 -2.34217361e-02
1.80575796e-01 2.31649524e-01 2.97044685e-01 1.12369864e-01
-1.02556151e-01 -2.51969683e-01]
[ 7.24260182e-02 -9.19981007e-02 1.48457981e-02 5.20950038e-02
2.44429797e-01 4.76019776e-02 2.09399848e-01 9.04122646e-02
1.22219434e-01 -2.34507995e-01]
[ 8.63303438e-02 -1.77505723e-01 -5.40620426e-03 -1.99532940e-03
3.22888945e-01 -2.16796302e-02 2.13210506e-01 4.73723749e-02
-2.81796291e-01 -9.46359288e-02]
[ -6.85247769e-02 -2.93898862e-01 3.97393651e-02 -6.35534360e-02
3.11416334e-01 -1.47746575e-01 2.92050883e-01 -8.28765804e-02
3.72057247e-02 2.25208254e-01]
[ -2.02428643e-01 -1.27083605e-01 9.63615587e-02 6.70848178e-02
5.56157243e-01 9.39483728e-02 1.28411209e-01 4.71758334e-02
-2.12181666e-03 -7.94876566e-03]
[ -7.56306874e-02 6.74844282e-02 3.11001516e-01 -6.85508702e-02
9.11466977e-02 -1.15833407e-01 2.91944236e-01 1.32394290e-02
-1.23121114e-01 1.57609089e-01]
[ -5.98506521e-02 -2.10452246e-02 -1.47726792e-01 -6.49515183e-03
1.80590889e-01 -2.66307059e-01 -3.68145397e-02 1.70512415e-01
6.13205959e-02 -1.68229388e-02]
[ 8.28727231e-02 1.47205437e-01 1.48678857e-01 -1.34698139e-01
7.62046363e-02 7.18789267e-02 -4.30305600e-02 2.86969424e-01
4.11458422e-02 1.19893304e-01]
[ 2.56417073e-01 5.82510339e-02 -1.29383749e-01 1.89834855e-01
-5.50181425e-01 -2.29552448e-01 -1.85604944e-01 1.82340642e-01
2.84271801e-01 -1.92157654e-01]
[ 4.18447631e-02 1.29479741e-01 2.49123966e-01 2.43386118e-01
-2.53238920e-02 -1.88679641e-01 -1.50816898e-01 -1.30891692e-01
-1.45022707e-01 -2.94779226e-01]
[ 4.96253037e-02 2.06230211e-02 -1.04798727e-01 -1.68877379e-02
1.32213395e-01 2.73437160e-02 -8.14274966e-02 -1.83948468e-01
6.34402720e-02 2.47364699e-01]
[ -1.08957876e-02 -8.33634297e-02 -7.11372248e-02 -6.68304649e-02
3.94001823e-02 -1.67357621e-01 1.21260032e-01 9.86622972e-03
2.57363571e-02 -6.72062550e-03]
[ 3.08268860e-03 -9.28667061e-03 2.33151229e-01 3.77574318e-02
-1.09507623e-01 -1.16969766e-01 1.96994125e-01 4.02908093e-02
-2.13991671e-01 7.48818285e-02]
[ 3.72741748e-02 -6.55512972e-02 9.22898372e-02 -4.15976021e-02
-8.41046999e-02 8.99664841e-02 1.70460531e-01 -2.71299182e-01
-5.45241837e-02 -1.37493485e-01]
[ -3.73000517e-02 8.65136183e-03 7.27037245e-02 -6.75931501e-02
8.84586056e-02 1.96893530e-01 1.76456730e-01 1.18014580e-01
-4.95224501e-02 1.42275090e-01]
[ 2.30295190e-01 7.60247986e-02 3.43651487e-02 9.46844137e-02
6.38922494e-03 -2.77180064e-02 -1.76219821e-01 1.47158735e-01
-4.38803020e-02 3.33634926e-04]
[ -2.76850222e-02 -2.05596812e-01 -1.71214470e-02 -5.96731586e-02
-9.35239241e-02 -8.17401880e-02 -1.07940428e-02 4.17154033e-02
4.50256737e-02 9.52350402e-02]
[ -1.31523458e-01 2.01387884e-01 3.34709892e-02 1.73762460e-01
-3.83750466e-01 -2.11803352e-01 -2.63706450e-01 -7.07315661e-02
9.38084309e-02 8.84263672e-02]
[ 3.44427618e-02 2.11535844e-01 -1.26888005e-02 2.13353111e-01
-1.91440170e-01 7.48050125e-03 -9.05140511e-02 1.53970284e-01
3.60307154e-02 2.92062883e-01]
[ 1.99445534e-01 1.33476463e-01 2.12745816e-01 4.75656609e-02
-8.66537633e-02 1.24088750e-01 -2.28309112e-02 1.64930963e-01
1.64489735e-01 -2.46256793e-02]
[ -1.03351448e-01 1.33940200e-01 2.26329691e-01 -2.98568493e-02
1.14226032e-01 1.51061476e-01 -3.50274358e-03 -1.41246982e-02
-6.87545182e-02 3.30723543e-03]
[ -1.04049302e-01 -2.58696986e-02 2.15616977e-02 8.01340675e-02
-1.03504000e-02 1.21911205e-01 2.79568486e-01 2.06078083e-02
-2.84878623e-01 -1.05616944e-01]
[ -1.81815554e-01 8.69473889e-02 -7.45408691e-02 -2.91674251e-01
5.54047924e-03 9.75853254e-02 -1.27607188e-02 1.02914242e-01
-1.68559446e-01 8.95241297e-02]
[ 8.56485050e-02 -1.52951889e-01 -8.94973090e-02 -5.46946617e-02
1.74774659e-02 -1.77989542e-02 -5.94854471e-02 1.52230336e-01
-8.33505094e-02 -9.97880603e-02]
[ 1.52672466e-01 -1.21787265e-01 -1.37524640e-01 -1.15593817e-03
1.49381005e-01 -6.05734098e-02 -5.50539363e-02 -1.46619669e-01
1.32145554e-01 -9.29438491e-02]
[ -1.29927880e-01 1.64906420e-01 2.51304453e-01 -4.23916488e-02
2.00890965e-01 9.96936487e-02 -1.54275264e-02 -2.97000067e-01
-1.39208883e-01 -7.16110863e-02]
[ -3.39518019e-01 1.71326122e-01 1.59560625e-02 -9.76258538e-03
3.03027889e-02 -1.76632323e-01 -1.22968059e-01 2.34820010e-01
-8.49731918e-02 1.11662665e-01]
[ 1.43838031e-01 1.28746669e-01 -2.43566032e-01 -1.04487122e-01
1.00749814e-01 -2.84613542e-01 -5.37281471e-03 -1.66736239e-01
-1.41434375e-02 -1.93847732e-01]
[ 2.11349325e-01 -1.18939341e-01 6.04345105e-02 -2.10239602e-02
-7.70462823e-03 -2.88647651e-02 -4.87324166e-02 -1.36042244e-01
1.09495288e-01 -1.72033313e-01]
[ -9.82955210e-02 1.24700404e-02 1.23321335e-01 1.20159240e-01
-6.24602795e-02 -1.13826515e-01 2.04538291e-01 -7.63839842e-02
1.90673512e-01 9.87340187e-03]
[ 2.53938259e-02 -8.15527123e-02 2.18247625e-01 -2.15991054e-01
5.25124522e-02 1.06440115e-01 -3.98308826e-02 -1.11485835e-01
3.63995763e-02 2.70006852e-01]]
[[ 0.25055376]
[ 0.83325169]
[ 0.13844184]
[ 0.3292236 ]
[-1.37873578]
[-0.23217671]
[-0.937889 ]
[-0.06190351]
[ 0.23438848]
[ 0.45692234]]
Progress: 6.1% ... Training loss: 0.549 ... Validation loss: 0.918[[ 1.35886041e-01 2.76708295e-01 -1.28971503e-01 8.06883073e-02
-6.42679771e-01 -4.98197778e-02 -1.24982514e-01 1.29395511e-01
-1.18890168e-01 1.94623551e-01]
[ 2.08258575e-02 1.92604022e-01 -1.69827098e-02 4.65737802e-02
7.32139972e-02 -8.51489741e-03 2.78388055e-01 4.14059529e-02
1.43756279e-01 -1.89531309e-02]
[ 2.31746288e-01 4.84773560e-01 5.01188896e-02 1.98938175e-01
-2.20135472e-01 -9.48030651e-02 -6.67564062e-01 -3.31957758e-02
1.54535668e-01 4.55792861e-01]
[ -6.65123508e-02 -4.42162201e-01 -2.66067160e-01 -6.65906725e-02
3.74909980e-01 1.98172072e-01 3.13559630e-01 5.74150711e-02
-2.86643838e-02 -2.94590188e-02]
[ 2.65086881e-04 2.29029284e-01 -1.46810768e-01 5.10752491e-02
8.90736894e-02 -1.78085060e-01 -3.98046166e-02 -1.19442370e-01
-1.99507749e-01 7.01858780e-02]
[ -3.56642508e-01 -2.67572732e-01 -2.91354242e-01 1.24070150e-01
1.76581663e-01 6.38101739e-02 -9.31585914e-03 -3.29562701e-02
-2.62737925e-02 2.00267112e-02]
[ 1.18150469e-03 -1.00011752e-01 1.31823781e-02 1.11411835e-01
-1.88458365e-01 -7.60283721e-02 1.28131847e-01 -1.88218845e-01
1.86821819e-01 6.31307113e-02]
[ 1.20739586e-01 -1.45445170e-01 3.33792219e-02 -5.96228853e-02
1.21966614e-01 -4.50817957e-02 -4.30540758e-02 1.24421137e-01
6.81384531e-02 9.15023619e-03]
[ -1.42014218e-01 2.34314871e-02 -2.94277924e-01 1.96990234e-02
-1.79474585e-01 5.63660358e-02 -3.33268288e-01 -2.60138466e-02
2.90793944e-01 -7.20175981e-02]
[ 3.63255482e-02 -1.93899842e-01 7.40700756e-02 -5.73114962e-03
1.57111610e-01 -8.15553995e-02 -1.25250029e-02 -9.28668460e-02
-4.29324732e-02 1.34395006e-01]
[ -6.43131730e-02 1.71321585e-01 5.37862643e-03 -1.42638528e-01
-7.57965192e-02 2.00930411e-02 1.11504163e-02 -1.01554655e-01
-1.16099864e-02 -9.99799454e-02]
[ -5.63871372e-02 1.26132985e-01 -4.65788295e-02 5.87964104e-02
1.20700399e-01 7.41744329e-02 -1.65017682e-01 -1.44834008e-02
-1.14429850e-01 -1.24550001e-01]
[ -1.55517551e-01 7.46252512e-03 6.26834706e-02 2.38978096e-02
-1.77628790e-01 -2.20539039e-01 -1.82192829e-01 -1.96914999e-01
8.88733526e-02 1.76561354e-01]
[ -2.05420274e-01 -9.52285237e-02 1.23441187e-01 2.78519037e-01
-1.64324712e-01 -8.50379997e-02 -1.61049096e-01 -2.54288381e-01
-2.01735425e-01 2.22801111e-02]
[ 1.07956591e-01 -4.33335637e-02 -2.28688075e-02 9.93934809e-02
2.00146674e-02 -7.29962749e-02 1.09579101e-01 5.43448515e-03
1.62436191e-02 8.07745904e-03]
[ 1.91487036e-02 -6.51279833e-02 -2.19101485e-01 1.22187675e-01
-7.32196194e-03 1.01312450e-01 -5.23758204e-02 -1.88903203e-02
-1.16886428e-01 -2.80039166e-02]
[ -1.28434271e-01 -4.91225309e-02 -2.06889445e-01 1.48714116e-01
-4.33460178e-02 1.37150590e-01 1.24565565e-02 -2.50528379e-01
5.88097280e-02 -2.07080315e-01]
[ -7.61364625e-02 -4.12082584e-02 2.73957480e-01 9.42125064e-02
1.19265396e-01 -5.84106731e-02 -1.30165327e-01 1.22309766e-01
6.38240655e-02 3.09468939e-02]
[ 7.27711428e-02 6.88123007e-02 9.82361172e-02 1.20858043e-01
-4.70202485e-02 -3.58968607e-02 1.78619520e-01 1.18740272e-01
-1.57244201e-02 -2.38681410e-02]
[ 1.36087809e-02 -1.15435614e-01 -2.86023553e-01 -3.59243787e-02
1.99945597e-01 -9.79940008e-02 1.36563898e-01 1.63310368e-01
1.13690459e-01 -1.30667505e-02]
[ 5.02361569e-02 3.31506740e-02 -1.21578331e-01 3.73091671e-02
-8.81393065e-02 3.29850165e-01 2.31687420e-01 2.06550703e-01
-1.72855355e-01 -5.12921793e-02]
[ 9.56185783e-03 -6.54776605e-03 1.21618113e-01 1.11229571e-01
-4.23799452e-02 1.09003408e-01 -2.28489361e-01 -3.79211254e-02
2.09984467e-01 9.44402717e-02]
[ 1.06077201e-01 8.17694391e-02 -5.08729193e-02 -1.07606630e-01
-1.13518884e-01 -3.28891905e-01 9.93878140e-02 8.63414237e-03
1.39642756e-01 8.87472167e-02]
[ -9.78096992e-02 2.36899599e-02 -1.50305464e-02 2.32133159e-02
1.15258808e-02 -2.02083723e-01 -9.16504316e-02 -1.92511174e-02
1.48241339e-02 1.30367006e-01]
[ -1.28348680e-01 -7.20586771e-03 -1.89852811e-01 1.80275198e-02
-3.16905407e-01 -1.17272864e-02 -6.59838183e-02 -2.21228041e-02
2.05863890e-02 8.83715122e-02]
[ 4.37548679e-02 1.50461483e-01 -3.78315719e-02 -2.37432950e-02
1.81904332e-01 2.31877901e-01 2.97972689e-01 1.12427844e-01
-1.02784367e-01 -2.52412699e-01]
[ 7.21939733e-02 -9.27773471e-02 1.47127295e-02 5.17728454e-02
2.45729838e-01 4.78258256e-02 2.10315466e-01 9.04709114e-02
1.22002240e-01 -2.34946764e-01]
[ 8.62307451e-02 -1.77851686e-01 -5.46500821e-03 -2.13667495e-03
3.23486963e-01 -2.15804922e-02 2.13600133e-01 4.73977702e-02
-2.81895355e-01 -9.48006497e-02]
[ -6.86686362e-02 -2.94408223e-01 3.96641885e-02 -6.37262725e-02
3.12223604e-01 -1.47627406e-01 2.92609106e-01 -8.28447295e-02
3.70832670e-02 2.24997940e-01]
[ -2.02557393e-01 -1.27490527e-01 9.62879357e-02 6.69091006e-02
5.56807304e-01 9.40581988e-02 1.28899035e-01 4.72058963e-02
-2.24187632e-03 -8.18881367e-03]
[ -7.58657361e-02 6.67112162e-02 3.10875403e-01 -6.88693002e-02
9.24353003e-02 -1.15614742e-01 2.92779893e-01 1.32964986e-02
-1.23341659e-01 1.57190760e-01]
[ -5.99497538e-02 -2.13817125e-02 -1.47782983e-01 -6.62206964e-03
1.81152391e-01 -2.66216465e-01 -3.64399741e-02 1.70537036e-01
6.12278506e-02 -1.69870529e-02]
[ 8.35877335e-02 1.49271643e-01 1.49077269e-01 -1.33749732e-01
7.25472739e-02 7.12228987e-02 -4.56414908e-02 2.86789983e-01
4.18034054e-02 1.21213692e-01]
[ 2.58074010e-01 6.36178862e-02 -1.28422173e-01 1.92142014e-01
-5.58532300e-01 -2.31124339e-01 -1.91869934e-01 1.81900702e-01
2.85850982e-01 -1.88977611e-01]
[ 4.17962553e-02 1.29468729e-01 2.49091752e-01 2.43331090e-01
-2.50099366e-02 -1.88666366e-01 -1.50891286e-01 -1.30878422e-01
-1.45071261e-01 -2.94841114e-01]
[ 4.96511753e-02 2.07047088e-02 -1.04787649e-01 -1.68521838e-02
1.32086273e-01 2.73183095e-02 -8.15176343e-02 -1.83954848e-01
6.34650108e-02 2.47411683e-01]
[ -1.08665590e-02 -8.32708179e-02 -7.11298921e-02 -6.68029460e-02
3.92799660e-02 -1.67398980e-01 1.21148362e-01 9.86139401e-03
2.57588458e-02 -6.66671741e-03]
[ 3.10092653e-03 -9.20950065e-03 2.33158046e-01 3.77733128e-02
-1.09645385e-01 -1.16987062e-01 1.96926911e-01 4.02874249e-02
-2.13982303e-01 7.48959565e-02]
[ 3.72463142e-02 -6.56765188e-02 9.22722929e-02 -4.16351606e-02
-8.39817786e-02 8.99952158e-02 1.70574209e-01 -2.71291220e-01
-5.45547358e-02 -1.37558799e-01]
[ -3.72281264e-02 8.86337905e-03 7.27376195e-02 -6.74804822e-02
8.80830602e-02 1.96822804e-01 1.76228118e-01 1.17993875e-01
-4.94487369e-02 1.42430247e-01]
[ 2.29979419e-01 7.49688737e-02 3.41754929e-02 9.42441596e-02
8.31708299e-03 -2.74334227e-02 -1.75149588e-01 1.47243682e-01
-4.41799173e-02 -2.64627754e-04]
[ -2.74267736e-02 -2.04735160e-01 -1.69707145e-02 -5.93250992e-02
-9.48516549e-02 -8.19673004e-02 -1.16328303e-02 4.16537398e-02
4.52683179e-02 9.56590590e-02]
[ -1.30414114e-01 2.04219669e-01 3.41162438e-02 1.75268796e-01
-3.88575241e-01 -2.12782030e-01 -2.66287767e-01 -7.10247296e-02
9.48864724e-02 9.01365722e-02]
[ 3.59571475e-02 2.15982039e-01 -1.17568026e-02 2.15458381e-01
-1.99094834e-01 6.00479709e-03 -9.50553214e-02 1.53552521e-01
3.75972208e-02 2.94509276e-01]
[ 1.99482949e-01 1.33637279e-01 2.12771601e-01 4.76307028e-02
-8.68819293e-02 1.24049323e-01 -2.30156113e-02 1.64920548e-01
1.64548710e-01 -2.45330663e-02]
[ -1.02838080e-01 1.35666162e-01 2.26625919e-01 -2.91251900e-02
1.11534846e-01 1.50550099e-01 -5.44619169e-03 -1.42627579e-02
-6.82514693e-02 4.27810570e-03]
[ -1.03956100e-01 -2.55472185e-02 2.16133842e-02 8.02544697e-02
-1.08656905e-02 1.21828818e-01 2.79214051e-01 2.05881586e-02
-2.84794067e-01 -1.05454939e-01]
[ -1.81924473e-01 8.66552784e-02 -7.45991989e-02 -2.91816937e-01
6.02011524e-03 9.76866157e-02 -1.24220479e-02 1.02941422e-01
-1.68656895e-01 8.93321521e-02]
[ 8.56332276e-02 -1.53046540e-01 -8.95071135e-02 -5.47248816e-02
1.75876323e-02 -1.77834200e-02 -5.94312682e-02 1.52235117e-01
-8.33675808e-02 -9.98215347e-02]
[ 1.52950959e-01 -1.20967756e-01 -1.37372097e-01 -7.92910776e-04
1.47924962e-01 -6.08263621e-02 -5.60192064e-02 -1.46691830e-01
1.32407244e-01 -9.24562659e-02]
[ -1.29595882e-01 1.65898719e-01 2.51509995e-01 -4.19343243e-02
1.99360063e-01 9.93801721e-02 -1.66356630e-02 -2.97090385e-01
-1.38871752e-01 -7.09381171e-02]
[ -3.39078693e-01 1.72415811e-01 1.62220350e-02 -9.13139454e-03
2.85996457e-02 -1.77063389e-01 -1.23983836e-01 2.34702151e-01
-8.45314011e-02 1.12326600e-01]
[ 1.44935883e-01 1.31614399e-01 -2.42952903e-01 -1.02959969e-01
9.57165965e-02 -2.85592497e-01 -8.50340729e-03 -1.67035566e-01
-1.30019850e-02 -1.91995383e-01]
[ 2.13109452e-01 -1.13516318e-01 6.15028943e-02 -1.85673026e-02
-1.61367927e-02 -3.06098146e-02 -5.46694863e-02 -1.36525694e-01
1.11226695e-01 -1.68925362e-01]
[ -9.79679705e-02 1.36827009e-02 1.23525660e-01 1.20637370e-01
-6.42455086e-02 -1.14175250e-01 2.03278913e-01 -7.64730151e-02
1.90977587e-01 1.04541592e-02]
[ 2.54952233e-02 -8.12771326e-02 2.18295118e-01 -2.15865293e-01
5.19310213e-02 1.06345987e-01 -4.01402776e-02 -1.11505323e-01
3.64893328e-02 2.70187795e-01]]
[[ 0.29604576]
[ 0.87531176]
[ 0.17365189]
[ 0.37348072]
[-1.35162819]
[-0.19899871]
[-0.90893766]
[-0.0221412 ]
[ 0.27921492]
[ 0.50243592]]
Progress: 6.2% ... Training loss: 0.556 ... Validation loss: 0.848[[ 1.33136398e-01 2.68799483e-01 -1.30553801e-01 7.72699476e-02
-6.29937212e-01 -4.80473125e-02 -1.16801842e-01 1.29590545e-01
-1.21390330e-01 1.90332475e-01]
[ 2.04922791e-02 1.91646414e-01 -1.71671993e-02 4.61701408e-02
7.46289113e-02 -8.29771611e-03 2.79409926e-01 4.14297050e-02
1.43440433e-01 -1.94793417e-02]
[ 2.31689733e-01 4.84643090e-01 5.01127032e-02 1.98829595e-01
-2.18954521e-01 -9.47623396e-02 -6.67649176e-01 -3.31955516e-02
1.54472886e-01 4.55977333e-01]
[ -6.57076913e-02 -4.40453892e-01 -2.65568235e-01 -6.54533310e-02
3.69912924e-01 1.97645525e-01 3.10640125e-01 5.73620939e-02
-2.79075467e-02 -2.80085794e-02]
[ -2.28994714e-03 2.24414511e-01 -1.48217577e-01 4.81164971e-02
9.96487462e-02 -1.76753329e-01 -3.38930969e-02 -1.19269424e-01
-2.01772402e-01 6.64556250e-02]
[ -3.58033911e-01 -2.71166857e-01 -2.92154645e-01 1.22348619e-01
1.82606086e-01 6.46878851e-02 -5.21368437e-03 -3.28554196e-02
-2.75155507e-02 1.78234335e-02]
[ -9.68247368e-04 -1.06105664e-01 1.19153627e-02 1.08680648e-01
-1.78384301e-01 -7.46001889e-02 1.34742961e-01 -1.88067490e-01
1.84794362e-01 5.94412478e-02]
[ 1.20112387e-01 -1.47307766e-01 3.30036747e-02 -6.04048909e-02
1.25180131e-01 -4.47136740e-02 -4.13945893e-02 1.24466171e-01
6.75505011e-02 8.40815790e-03]
[ -1.42484812e-01 2.21023197e-02 -2.94548455e-01 1.91506369e-02
-1.77391591e-01 5.66996632e-02 -3.31817182e-01 -2.59803002e-02
2.90392977e-01 -7.27556270e-02]
[ 3.33064266e-02 -2.02379014e-01 7.22812087e-02 -9.54882452e-03
1.71066684e-01 -7.95470319e-02 -3.31054819e-03 -9.26520337e-02
-4.57081949e-02 1.29423284e-01]
[ -6.54825165e-02 1.68044110e-01 4.71517898e-03 -1.44058278e-01
-7.05162993e-02 2.08229471e-02 1.45860217e-02 -1.01472626e-01
-1.26641813e-02 -1.01657667e-01]
[ -5.68376192e-02 1.25009830e-01 -4.68400113e-02 5.82507253e-02
1.22860104e-01 7.44438029e-02 -1.63843861e-01 -1.44494559e-02
-1.14858068e-01 -1.25273405e-01]
[ -1.55517551e-01 7.46252512e-03 6.26834706e-02 2.38978096e-02
-1.77628790e-01 -2.20539039e-01 -1.82192829e-01 -1.96914999e-01
8.88733526e-02 1.76561354e-01]
[ -2.05403088e-01 -9.52555303e-02 1.23464176e-01 2.78589121e-01
-1.64583777e-01 -8.50736844e-02 -1.61067583e-01 -2.54292031e-01
-2.01710462e-01 2.23769869e-02]
[ 1.07157315e-01 -4.53073697e-02 -2.33339884e-02 9.83917171e-02
2.35989075e-02 -7.25030104e-02 1.11893828e-01 5.49276805e-03
1.55446625e-02 6.80434099e-03]
[ 1.87126186e-02 -6.63368224e-02 -2.19371079e-01 1.21603295e-01
-4.88128495e-03 1.01630145e-01 -5.09580446e-02 -1.88573587e-02
-1.17295573e-01 -2.87452186e-02]
[ -1.29668942e-01 -5.24380606e-02 -2.07639105e-01 1.47172338e-01
-3.81210709e-02 1.37944402e-01 1.59466269e-02 -2.50442809e-01
5.76223267e-02 -2.09200961e-01]
[ -7.69136291e-02 -4.34369900e-02 2.73538350e-01 9.32293696e-02
1.22931071e-01 -5.78901858e-02 -1.27637558e-01 1.22364374e-01
6.31342255e-02 2.96423498e-02]
[ 7.25706159e-02 6.80155826e-02 9.81113558e-02 1.20579725e-01
-4.60533848e-02 -3.57419317e-02 1.79483267e-01 1.18754223e-01
-1.59253750e-02 -2.42597942e-02]
[ 1.27619695e-02 -1.17571524e-01 -2.86545935e-01 -3.70494768e-02
2.03846492e-01 -9.74445690e-02 1.38690224e-01 1.63377291e-01
1.12849018e-01 -1.43628822e-02]
[ 5.06441759e-02 3.42396433e-02 -1.21290044e-01 3.79266937e-02
-8.97221503e-02 3.29507292e-01 2.30512794e-01 2.06513970e-01
-1.72394497e-01 -5.05116068e-02]
[ 8.90886686e-03 -8.48423703e-03 1.21209866e-01 1.10381410e-01
-3.94645541e-02 1.09459945e-01 -2.26652036e-01 -3.78697405e-02
2.09357200e-01 9.34705218e-02]
[ 1.06089002e-01 8.16929620e-02 -5.08621287e-02 -1.07582288e-01
-1.13455326e-01 -3.28862195e-01 9.95628039e-02 8.63364147e-03
1.39649309e-01 8.87620256e-02]
[ -9.77560443e-02 2.39140840e-02 -1.49939258e-02 2.33170497e-02
1.11377630e-02 -2.02141885e-01 -9.19407395e-02 -1.92575148e-02
1.49074196e-02 1.30513743e-01]
[ -1.28530760e-01 -7.69927437e-03 -1.89966040e-01 1.77913606e-02
-3.16042628e-01 -1.15987906e-02 -6.54292474e-02 -2.21084175e-02
2.04076010e-02 8.80568145e-02]
[ 4.28243111e-02 1.47902589e-01 -3.83890278e-02 -2.49375994e-02
1.86090004e-01 2.32482669e-01 3.00828830e-01 1.12496629e-01
-1.03664649e-01 -2.54004069e-01]
[ 7.20118692e-02 -9.33490214e-02 1.45992778e-02 5.15224244e-02
2.46629718e-01 4.79584250e-02 2.10825126e-01 9.04857421e-02
1.21825652e-01 -2.35219306e-01]
[ 8.57613434e-02 -1.79255296e-01 -5.74752215e-03 -2.72265498e-03
3.25513225e-01 -2.12824483e-02 2.15049505e-01 4.74310810e-02
-2.82347576e-01 -9.56130397e-02]
[ -6.95690852e-02 -2.96862610e-01 3.91322968e-02 -6.48601460e-02
3.16296236e-01 -1.47044302e-01 2.95377687e-01 -8.27797515e-02
3.62453086e-02 2.23492845e-01]
[ -2.03292670e-01 -1.29588088e-01 9.58513171e-02 6.59551809e-02
5.60068157e-01 9.45683569e-02 1.31133455e-01 4.72607276e-02
-2.94225986e-03 -9.44980794e-03]
[ -7.68328803e-02 6.38934750e-02 3.10302142e-01 -7.01195954e-02
9.68661071e-02 -1.14960830e-01 2.95615540e-01 1.33699208e-02
-1.24262338e-01 1.55660353e-01]
[ -5.99644269e-02 -2.14181659e-02 -1.47791702e-01 -6.64119904e-03
1.81214485e-01 -2.66206288e-01 -3.63958187e-02 1.70538106e-01
6.12138722e-02 -1.70119860e-02]
[ 8.29866720e-02 1.47573314e-01 1.48730501e-01 -1.34510041e-01
7.52295207e-02 7.16270998e-02 -4.38012137e-02 2.86835471e-01
4.12534578e-02 1.20229969e-01]
[ 2.58371859e-01 6.43280144e-02 -1.28240005e-01 1.92547456e-01
-5.59463013e-01 -2.31344527e-01 -1.92654093e-01 1.81876688e-01
2.86155526e-01 -1.88447599e-01]
[ 4.18180674e-02 1.29540135e-01 2.49101525e-01 2.43356782e-01
-2.50683523e-02 -1.88679364e-01 -1.50983203e-01 -1.30880334e-01
-1.45053940e-01 -2.94797826e-01]
[ 4.97188223e-02 2.09402845e-02 -1.04741367e-01 -1.67498681e-02
1.31776608e-01 2.72688022e-02 -8.17386795e-02 -1.83961091e-01
6.35380949e-02 2.47534373e-01]
[ -1.09477570e-02 -8.35328207e-02 -7.11745303e-02 -6.68896273e-02
3.94495755e-02 -1.67360320e-01 1.21366853e-01 9.86602561e-03
2.56907289e-02 -6.76519448e-03]
[ 2.96070841e-03 -9.46273162e-03 2.33083482e-01 3.75984909e-02
-1.09234349e-01 -1.16905607e-01 1.97180880e-01 4.02987570e-02
-2.14120281e-01 7.47411892e-02]
[ 3.70750081e-02 -6.61396262e-02 9.21739209e-02 -4.18487652e-02
-8.34028848e-02 9.01063219e-02 1.71070257e-01 -2.71279032e-01
-5.47139353e-02 -1.37853974e-01]
[ -3.73614286e-02 8.60246019e-03 7.26478182e-02 -6.76557469e-02
8.85538071e-02 1.96918641e-01 1.76524855e-01 1.18004202e-01
-4.95768111e-02 1.42230554e-01]
[ 2.29741419e-01 7.44561264e-02 3.40337256e-02 9.39640460e-02
9.39725800e-03 -2.72882842e-02 -1.74569645e-01 1.47258377e-01
-4.44000658e-02 -6.14571299e-04]
[ -2.74705971e-02 -2.04887352e-01 -1.69889677e-02 -5.93634712e-02
-9.47324237e-02 -8.19462893e-02 -1.14847875e-02 4.16561001e-02
4.52296195e-02 9.56040280e-02]
[ -1.29645225e-01 2.06062060e-01 3.45463073e-02 1.76210641e-01
-3.91206149e-01 -2.13226470e-01 -2.68107401e-01 -7.10821460e-02
9.55960346e-02 9.13579732e-02]
[ 3.61250020e-02 2.16672040e-01 -1.16265793e-02 2.15707275e-01
-1.99611516e-01 5.84685875e-03 -9.55622069e-02 1.53536090e-01
3.78169957e-02 2.94819610e-01]
[ 1.99999767e-01 1.35225050e-01 2.13123160e-01 4.83907065e-02
-8.94257976e-02 1.23643056e-01 -2.45998676e-02 1.64874972e-01
1.65117063e-01 -2.35783017e-02]
[ -1.02857690e-01 1.35762433e-01 2.26618852e-01 -2.91394416e-02
1.11528134e-01 1.50559025e-01 -5.59509111e-03 -1.42609187e-02
-6.82705954e-02 4.33006245e-03]
[ -1.03964746e-01 -2.55832958e-02 2.15980208e-02 8.02449544e-02
-1.08914893e-02 1.21832643e-01 2.79208178e-01 2.05891272e-02
-2.84802913e-01 -1.05469715e-01]
[ -1.82145884e-01 8.60182770e-02 -7.47290923e-02 -2.92103697e-01
7.02467903e-03 9.78401129e-02 -1.17738496e-02 1.02958472e-01
-1.68867206e-01 8.89547761e-02]
[ 8.50115940e-02 -1.54943960e-01 -8.99002798e-02 -5.55645689e-02
2.05506898e-02 -1.73408576e-02 -5.76244000e-02 1.52285386e-01
-8.39958173e-02 -1.00902136e-01]
[ 1.52119927e-01 -1.23121503e-01 -1.37864819e-01 -1.85306314e-03
1.51567060e-01 -6.02864693e-02 -5.36439919e-02 -1.46628443e-01
1.31606215e-01 -9.38241119e-02]
[ -1.30060901e-01 1.64651428e-01 2.51270106e-01 -4.24173668e-02
2.01614864e-01 9.96401025e-02 -1.52814707e-02 -2.97064221e-01
-1.39265870e-01 -7.15847423e-02]
[ -3.39498014e-01 1.71257378e-01 1.59661704e-02 -9.62929238e-03
3.06143813e-02 -1.76794959e-01 -1.22882214e-01 2.34728956e-01
-8.49072735e-02 1.11728762e-01]
[ 1.45093915e-01 1.31734740e-01 -2.42843438e-01 -1.02727055e-01
9.52596217e-02 -2.85688550e-01 -8.62182737e-03 -1.67051322e-01
-1.27953296e-02 -1.91743335e-01]
[ 2.11855440e-01 -1.17146526e-01 6.07546380e-02 -2.02036974e-02
-1.04775289e-02 -2.97665814e-02 -5.09352202e-02 -1.36430282e-01
1.10025717e-01 -1.71048356e-01]
[ -9.84830697e-02 1.22779543e-02 1.23208915e-01 1.19969976e-01
-6.18141787e-02 -1.13839223e-01 2.04827745e-01 -7.64364777e-02
1.90486061e-01 9.62989891e-03]
[ 2.41827272e-02 -8.46828492e-02 2.17525633e-01 -2.17536437e-01
5.77807665e-02 1.07202170e-01 -3.63121046e-02 -1.11407087e-01
3.52880659e-02 2.68122463e-01]]
[[ 0.26527105]
[ 0.84512113]
[ 0.14319167]
[ 0.34111618]
[-1.38454066]
[-0.22767133]
[-0.9417722 ]
[-0.0497682 ]
[ 0.24910948]
[ 0.46766628]]
Progress: 6.2% ... Training loss: 0.541 ... Validation loss: 0.894[[ 0.13373221 0.2698696 -0.13022292 0.07804923 -0.63190062 -0.04859271
-0.11852128 0.12946509 -0.12074289 0.19139249]
[ 0.02040549 0.1913777 -0.0172166 0.04605278 0.07507437 -0.00821966
0.27967263 0.04144597 0.14335588 -0.01962652]
[ 0.23082648 0.48138269 0.04957385 0.19753228 -0.21200662 -0.09396266
-0.663781 -0.0330148 0.15360436 0.45418416]
[-0.06528331 -0.438852 -0.26535809 -0.06487466 0.366503 0.19731809
0.30873441 0.05729464 -0.02751625 -0.02707855]
[-0.00079199 0.22876817 -0.14736043 0.05008567 0.09219072 -0.17805756
-0.03915098 -0.11955761 -0.20040806 0.06888711]
[-0.35749354 -0.26971143 -0.29186202 0.12306495 0.17971893 0.06421372
-0.00714264 -0.03296515 -0.02699135 0.01881153]
[-0.00146076 -0.10753577 0.01165308 0.1080498 -0.17570952 -0.07418347
0.13630535 -0.18797439 0.18432529 0.05855051]
[ 0.11968497 -0.14924443 0.03272994 -0.06108516 0.12874036 -0.04429956
-0.03933479 0.12455974 0.0671169 0.00751217]
[-0.14256668 0.02184393 -0.29459413 0.0190383 -0.17696871 0.05675529
-0.33166341 -0.02596371 0.29032674 -0.07291599]
[ 0.03348279 -0.20245748 0.07233041 -0.009421 0.17127244 -0.07969615
-0.0036668 -0.09268708 -0.04555586 0.12961486]
[-0.06623654 0.16561494 0.0043108 -0.14504331 -0.06644138 0.02147327
0.01715927 -0.10133008 -0.01336863 -0.10299281]
[-0.05672138 0.12534774 -0.04677389 0.05840081 0.12235016 0.0743549
-0.16421386 -0.01446343 -0.11475068 -0.12508882]
[-0.15551755 0.00746253 0.06268347 0.02389781 -0.17762879 -0.22053904
-0.18219283 -0.196915 0.08887335 0.17656135]
[-0.2050301 -0.09425355 0.1236714 0.27908709 -0.16662898 -0.0854084
-0.1624172 -0.25437016 -0.20133266 0.02304583]
[ 0.10735668 -0.04475291 -0.02323085 0.09865526 0.02255513 -0.07267315
0.11120662 0.00545441 0.01572453 0.00718039]
[ 0.01852359 -0.06690604 -0.21946938 0.12136271 -0.00399448 0.10179018
-0.05037546 -0.01882253 -0.11747164 -0.02905081]
[-0.12955817 -0.05212217 -0.20757025 0.14732937 -0.03862958 0.13784642
0.01553828 -0.25046081 0.05773283 -0.20903759]
[-0.07688582 -0.04334029 0.2735459 0.09326422 0.12279231 -0.05791378
-0.12776386 0.1223596 0.06314689 0.02968624]
[ 0.07226086 0.06714727 0.09794311 0.12015997 -0.04428942 -0.03546949
0.1805864 0.11881304 -0.01622181 -0.02483477]
[ 0.01231667 -0.11900033 -0.28681009 -0.03765162 0.20630806 -0.09706609
0.14014549 0.16346262 0.11241718 -0.01509655]
[ 0.05086489 0.03432915 -0.12117165 0.03816604 -0.08973013 0.32932667
0.23032841 0.20647558 -0.17218099 -0.05026269]
[ 0.00851884 -0.00966021 0.1209826 0.10983235 -0.03740395 0.10982423
-0.22524932 -0.03779076 0.20897854 0.09274856]
[ 0.10618793 0.08202705 -0.05081606 -0.1074511 -0.11396221 -0.32894897
0.0992355 0.00861629 0.13975405 0.08892507]
[-0.09813822 0.02275036 -0.01519655 0.02281654 0.01309877 -0.20182206
-0.09076652 -0.01918535 0.0145438 0.12984374]
[-0.12830649 -0.00705558 -0.18984574 0.01807235 -0.31715473 -0.01178772
-0.06621702 -0.02215002 0.02061042 0.0884399 ]
[ 0.04245909 0.14673829 -0.03858598 -0.02541517 0.18799753 0.23279544
0.30210181 0.11256646 -0.1040091 -0.25462858]
[ 0.07161468 -0.09464955 0.01437933 0.05100051 0.24867095 0.04830604
0.21222749 0.09055944 0.12144835 -0.23591399]
[ 0.08523662 -0.18087836 -0.00604226 -0.00343072 0.32823742 -0.0208184
0.21690377 0.0475329 -0.28285534 -0.09656938]
[-0.07019712 -0.29874406 0.03878252 -0.06568887 0.31961319 -0.1464982
0.2975605 -0.08265862 0.03565187 0.22245394]
[-0.20329267 -0.12958809 0.09585132 0.06595518 0.56006816 0.09456836
0.13113345 0.04726073 -0.00294226 -0.00944981]
[-0.07737715 0.06229216 0.31001305 -0.07083123 0.09965839 -0.11449135
0.29747564 0.01347135 -0.12476078 0.15473063]
[-0.06009455 -0.02182566 -0.14786452 -0.00681491 0.18192216 -0.26609186
-0.0359311 0.17056319 0.06108658 -0.01724355]
[ 0.0836721 0.14954297 0.14909066 -0.13362004 0.07173404 0.07104105
-0.04613595 0.28670598 0.04189698 0.12144332]
[ 0.25880181 0.06538687 -0.12802489 0.19307078 -0.56161238 -0.23169768
-0.19410732 0.18180025 0.28655723 -0.18773846]
[ 0.04178034 0.12946743 0.24908044 0.24331531 -0.02484554 -0.18865697
-0.15095864 -0.13087259 -0.1451034 -0.29486933]
[ 0.04970351 0.02091716 -0.10475701 -0.01677805 0.13182782 0.02729176
-0.08169285 -0.1839566 0.06350912 0.24749929]
[-0.01109746 -0.08401207 -0.07125897 -0.06709118 0.04019935 -0.16723429
0.12186334 0.00989549 0.02555696 -0.00703341]
[ 0.00311777 -0.00895101 0.23316856 0.03780833 -0.10998877 -0.11705019
0.19663766 0.04026683 -0.21396632 0.07501544]
[ 0.037003 -0.06636564 0.09213455 -0.04194047 -0.0830294 0.09016858
0.17132242 -0.27126615 -0.05478285 -0.1379772 ]
[-0.03707499 0.00950104 0.0728036 -0.0672788 0.08709356 0.19666829
0.1754792 0.11795312 -0.04930494 0.14271494]
[ 0.22903887 0.0723636 0.03362127 0.09298378 0.0132216 -0.02665491
-0.17248904 0.14740075 -0.04513332 -0.00190028]
[-0.02714473 -0.20388429 -0.0168193 -0.05893574 -0.09627229 -0.08222636
-0.0125868 0.04159586 0.0455396 0.09613435]
[-0.12886985 0.20815304 0.03500571 0.17726473 -0.39462371 -0.21393222
-0.27014006 -0.07124713 0.09639178 0.09268461]
[ 0.0361086 0.21663277 -0.01161256 0.2156862 -0.19950384 0.00585482
-0.09552643 0.15353539 0.03781517 0.29476501]
[ 0.20042677 0.13635535 0.21335934 0.04895057 -0.09150494 0.12327339
-0.02607481 0.16479904 0.1655191 -0.02283661]
[-0.10263716 0.13645068 0.22673744 -0.02884946 0.11040744 0.15036665
-0.00638249 -0.01430208 -0.06805831 0.00472355]
[-0.1038426 -0.0251995 0.02166047 0.08040155 -0.01147388 0.12172845
0.27875729 0.02056659 -0.28468882 -0.10525375]
[-0.18236943 0.08531977 -0.07485197 -0.29240214 0.00812833 0.09803731
-0.01096024 0.10300046 -0.16906852 0.08856574]
[ 0.08492719 -0.15523934 -0.0899466 -0.05567575 0.0209978 -0.01726897
-0.05733893 0.15230146 -0.08407952 -0.10104725]
[ 0.15220245 -0.12289166 -0.13781602 -0.00175463 0.1513038 -0.06036677
-0.05391772 -0.14664711 0.13167704 -0.09376269]
[-0.12983187 0.16524914 0.25138765 -0.04212133 0.20039794 0.09944025
-0.01605809 -0.29710771 -0.13905553 -0.07121413]
[-0.33919601 0.17235771 0.01615131 -0.00919906 0.02881327 -0.17706287
-0.12404699 0.23466818 -0.08461543 0.11236466]
[ 0.14460015 0.13014025 -0.24312992 -0.10340923 0.09805889 -0.2852535
-0.0070368 -0.16695027 -0.01328546 -0.19260608]
[ 0.21176388 -0.11813798 0.06066006 -0.02042563 -0.00887716 -0.02964932
-0.0500734 -0.13640633 0.10992852 -0.17137476]
[-0.09893598 0.01075671 0.12296521 0.11938435 -0.05924596 -0.11346022
0.20630981 -0.07635306 0.19007872 0.00890965]
[ 0.02414597 -0.08467327 0.21750985 -0.21757855 0.05786495 0.10723122
-0.03617888 -0.11139905 0.03526501 0.26800493]]
[[ 0.25907388]
[ 0.84212794]
[ 0.13822489]
[ 0.33869347]
[-1.39160347]
[-0.23064786]
[-0.94637423]
[-0.05290979]
[ 0.24319361]
[ 0.46426529]]
Progress: 6.2% ... Training loss: 0.542 ... Validation loss: 0.902[[ 1.34650305e-01 2.72722863e-01 -1.29740456e-01 7.91556361e-02
-6.34439223e-01 -4.94438311e-02 -1.21273268e-01 1.29283587e-01
-1.19942181e-01 1.93032344e-01]
[ 2.03647716e-02 1.91252911e-01 -1.72378288e-02 4.59993742e-02
7.52233030e-02 -8.18319560e-03 2.79815721e-01 4.14543270e-02
1.43317870e-01 -1.96985643e-02]
[ 2.31170629e-01 4.84037805e-01 4.97654626e-02 1.97945545e-01
-2.13141523e-01 -9.43114644e-02 -6.65270596e-01 -3.30777750e-02
1.53836035e-01 4.55002937e-01]
[ -6.50339159e-02 -4.38895605e-01 -2.65185072e-01 -6.44385985e-02
3.63690376e-01 1.97107806e-01 3.08242983e-01 5.72298258e-02
-2.73462221e-02 -2.65135077e-02]
[ -2.72466814e-03 2.23200452e-01 -1.48404790e-01 4.75475203e-02
1.00271406e-01 -1.76340650e-01 -3.28779794e-02 -1.19165587e-01
-2.02103575e-01 6.53074782e-02]
[ -3.57405999e-01 -2.70076212e-01 -2.91814865e-01 1.23191316e-01
1.79268139e-01 6.41229851e-02 -6.88090539e-03 -3.29900550e-02
-2.68447749e-02 1.87928916e-02]
[ -3.94084276e-04 -1.03975158e-01 1.22221427e-02 1.09408368e-01
-1.79722606e-01 -7.51731495e-02 1.32646101e-01 -1.88195674e-01
1.85300774e-01 6.03545204e-02]
[ 1.19952437e-01 -1.48186825e-01 3.29018151e-02 -6.06609171e-02
1.26599611e-01 -4.45912043e-02 -4.00235302e-02 1.24494646e-01
6.73838848e-02 8.09636456e-03]
[ -1.42541883e-01 2.20603315e-02 -2.94585743e-01 1.90498735e-02
-1.76483296e-01 5.67404753e-02 -3.31545784e-01 -2.59685425e-02
2.90303724e-01 -7.28855611e-02]
[ 3.46455524e-02 -1.98744973e-01 7.29965837e-02 -7.90796828e-03
1.66757598e-01 -8.08083901e-02 -7.11681238e-03 -9.29408854e-02
-4.44393026e-02 1.31596124e-01]
[ -6.64555692e-02 1.64758594e-01 4.18135996e-03 -1.45296434e-01
-6.52986627e-02 2.16508614e-02 1.82309480e-02 -1.01287013e-01
-1.35850492e-02 -1.03460300e-01]
[ -5.62186386e-02 1.26961410e-01 -4.65141549e-02 5.90616528e-02
1.19603075e-01 7.39026679e-02 -1.65804147e-01 -1.45688038e-02
-1.14284774e-01 -1.24202609e-01]
[ -1.55517551e-01 7.46252512e-03 6.26834706e-02 2.38978096e-02
-1.77628790e-01 -2.20539039e-01 -1.82192829e-01 -1.96914999e-01
8.88733526e-02 1.76561354e-01]
[ -2.05132516e-01 -9.47123660e-02 1.23610402e-01 2.78951460e-01
-1.66107848e-01 -8.53262111e-02 -1.61988750e-01 -2.54346750e-01
-2.01412305e-01 2.28478561e-02]
[ 1.07387547e-01 -4.50940799e-02 -2.32187066e-02 9.87219859e-02
2.23283088e-02 -7.27050007e-02 1.11533408e-01 5.44042823e-03
1.57924554e-02 7.13381988e-03]
[ 1.87375110e-02 -6.63049649e-02 -2.19356253e-01 1.21626880e-01
-5.01546647e-03 1.01601113e-01 -5.10385923e-02 -1.88683776e-02
-1.17263823e-01 -2.87337829e-02]
[ -1.29041581e-01 -5.04564704e-02 -2.07283479e-01 1.47954291e-01
-4.03052999e-02 1.37398937e-01 1.38729093e-02 -2.50562894e-01
5.82140404e-02 -2.08127364e-01]
[ -7.67254894e-02 -4.28548487e-02 2.73635424e-01 9.34513878e-02
1.22110887e-01 -5.80645224e-02 -1.28234529e-01 1.22327763e-01
6.32519716e-02 2.99425008e-02]
[ 7.22788236e-02 6.74848121e-02 9.79287330e-02 1.20169558e-01
-4.41097380e-02 -3.54869754e-02 1.80272583e-01 1.18814351e-01
-1.62304335e-02 -2.48473957e-02]
[ 1.25744984e-02 -1.17876774e-01 -2.86627061e-01 -3.72057932e-02
2.04401948e-01 -9.73710802e-02 1.39289072e-01 1.63391518e-01
1.12730859e-01 -1.44672964e-02]
[ 5.06779278e-02 3.36389739e-02 -1.21270904e-01 3.79369029e-02
-8.87298134e-02 3.29479753e-01 2.31164207e-01 2.06508858e-01
-1.72356107e-01 -5.06761098e-02]
[ 9.29423065e-03 -7.23435428e-03 1.21399860e-01 1.10852919e-01
-4.11397106e-02 1.09118794e-01 -2.27675604e-01 -3.79499204e-02
2.09671973e-01 9.41494352e-02]
[ 1.06319809e-01 8.24721034e-02 -5.07546266e-02 -1.07292131e-01
-1.14493297e-01 -3.29060184e-01 9.87842653e-02 8.59078421e-03
1.39868431e-01 8.91508020e-02]
[ -9.84298614e-02 2.18571389e-02 -1.53505136e-02 2.24248686e-02
1.46265773e-02 -2.01558674e-01 -8.97561690e-02 -1.91266500e-02
1.42654290e-02 1.29317224e-01]
[ -1.28383746e-01 -7.28660152e-03 -1.89883961e-01 1.79716108e-02
-3.16724969e-01 -1.17149938e-02 -6.59400885e-02 -2.21333007e-02
2.05346809e-02 8.82976342e-02]
[ 4.19657423e-02 1.45014804e-01 -3.88666754e-02 -2.61081886e-02
1.90690719e-01 2.33254810e-01 3.04029647e-01 1.12671496e-01
-1.04499637e-01 -2.55579547e-01]
[ 7.11081662e-02 -9.62865189e-02 1.41091407e-02 5.03235009e-02
2.51371799e-01 4.87661575e-02 2.14096038e-01 9.06627060e-02
1.20961087e-01 -2.36823033e-01]
[ 8.48717782e-02 -1.81931525e-01 -6.24383852e-03 -3.93437676e-03
3.30308485e-01 -2.04741888e-02 2.18234931e-01 4.76106466e-02
-2.83204646e-01 -9.72222505e-02]
[ -7.07349479e-02 -3.00441704e-01 3.84989351e-02 -6.64035231e-02
3.22463685e-01 -1.46027480e-01 2.99509946e-01 -8.25493106e-02
3.51523066e-02 2.21594561e-01]
[ -2.03595255e-01 -1.30595467e-01 9.56902783e-02 6.55678230e-02
5.61578954e-01 9.48276860e-02 1.32272406e-01 4.73210095e-02
-3.22145738e-03 -9.97695501e-03]
[ -7.77712736e-02 6.09473447e-02 3.09787522e-01 -7.13878633e-02
1.01873594e-01 -1.14121210e-01 2.98976620e-01 1.35571636e-02
-1.25138458e-01 1.53994078e-01]
[ -6.01242435e-02 -2.19253647e-02 -1.47880479e-01 -6.85532914e-03
1.82088340e-01 -2.66067589e-01 -3.58256004e-02 1.70569509e-01
6.10575686e-02 -1.72977491e-02]
[ 8.39629275e-02 1.50437700e-01 1.49262300e-01 -1.33199575e-01
7.00420333e-02 7.07634738e-02 -4.72311491e-02 2.86644982e-01
4.21985514e-02 1.22008929e-01]
[ 2.59659642e-01 6.76298442e-02 -1.27557382e-01 1.94207414e-01
-5.65957236e-01 -2.32456533e-01 -1.96876906e-01 1.81619065e-01
2.87316410e-01 -1.86322519e-01]
[ 4.19087725e-02 1.29891051e-01 2.49154040e-01 2.43494826e-01
-2.55693292e-02 -1.88779470e-01 -1.51454876e-01 -1.30899834e-01
-1.44975892e-01 -2.94632651e-01]
[ 4.97006331e-02 2.08983902e-02 -1.04759980e-01 -1.67849108e-02
1.31819619e-01 2.72993293e-02 -8.16612537e-02 -1.83954711e-01
6.35063539e-02 2.47473856e-01]
[ -1.10449615e-02 -8.38848042e-02 -7.12371362e-02 -6.70200751e-02
3.98627059e-02 -1.67282680e-01 1.21744411e-01 9.88430861e-03
2.56100599e-02 -6.94831420e-03]
[ 4.30239756e-03 -5.12339388e-03 2.33811016e-01 3.93616265e-02
-1.15201857e-01 -1.18119599e-01 1.92608671e-01 4.00202972e-02
-2.12839647e-01 7.70757941e-02]
[ 3.70257122e-02 -6.62184602e-02 9.21506320e-02 -4.19068902e-02
-8.31446025e-02 9.01347201e-02 1.71303641e-01 -2.71273754e-01
-5.47587097e-02 -1.37959162e-01]
[ -3.72749683e-02 8.86692416e-03 7.26719380e-02 -6.75760036e-02
8.82879755e-02 1.96870665e-01 1.76011027e-01 1.18000504e-01
-4.95204281e-02 1.42333946e-01]
[ 2.29491537e-01 7.42414855e-02 3.38896198e-02 9.36841941e-02
1.03747821e-02 -2.71475542e-02 -1.74259739e-01 1.47295597e-01
-4.46446239e-02 -1.03681188e-03]
[ -2.70921147e-02 -2.03711151e-01 -1.67917965e-02 -5.88678738e-02
-9.65566976e-02 -8.22710907e-02 -1.27697031e-02 4.15850581e-02
4.55883686e-02 9.62154107e-02]
[ -1.28286530e-01 2.09983325e-01 3.53190615e-02 1.77995734e-01
-3.96967880e-01 -2.14444802e-01 -2.71855732e-01 -7.13626727e-02
9.69173637e-02 9.37311056e-02]
[ 3.66143294e-02 2.18131286e-01 -1.13407871e-02 2.16347330e-01
-2.02128721e-01 5.39685862e-03 -9.71043065e-02 1.53426634e-01
3.82990992e-02 2.95584547e-01]
[ 2.00743013e-01 1.37444646e-01 2.13545683e-01 4.94073148e-02
-9.32664184e-02 1.22960590e-01 -2.72989129e-02 1.64728592e-01
1.65832883e-01 -2.22215691e-02]
[ -1.02718438e-01 1.36201197e-01 2.26692713e-01 -2.89501112e-02
1.10844446e-01 1.50434530e-01 -6.03183227e-03 -1.42905814e-02
-6.81301714e-02 4.56639443e-03]
[ -1.03788920e-01 -2.49279160e-02 2.16899846e-02 8.04783373e-02
-1.18763725e-02 1.21680886e-01 2.78529438e-01 2.05583850e-02
-2.84647757e-01 -1.05147179e-01]
[ -1.82458654e-01 8.50274993e-02 -7.48988952e-02 -2.92520955e-01
8.61127517e-03 9.81173786e-02 -1.06338577e-02 1.03019102e-01
-1.69151203e-01 8.84024669e-02]
[ 8.48747619e-02 -1.55415795e-01 -8.99752107e-02 -5.57472615e-02
2.12544532e-02 -1.72230433e-02 -5.71436216e-02 1.52311822e-01
-8.41221384e-02 -1.01144138e-01]
[ 1.53757485e-01 -1.17710056e-01 -1.36959564e-01 3.42697423e-04
1.43938410e-01 -6.18151853e-02 -5.92341514e-02 -1.46977797e-01
1.33195563e-01 -9.09706822e-02]
[ -1.30000328e-01 1.64391860e-01 2.51300077e-01 -4.23254918e-02
2.01133607e-01 9.95974627e-02 -1.50783092e-02 -2.97083048e-01
-1.39208291e-01 -7.16275600e-02]
[ -3.39995620e-01 1.70110623e-01 1.57183685e-02 -1.02380438e-02
3.27679434e-02 -1.76389657e-01 -1.21377756e-01 2.34832179e-01
-8.53619889e-02 1.11010400e-01]
[ 1.44758579e-01 1.30704406e-01 -2.43037380e-01 -1.03204507e-01
9.72028785e-02 -2.85407193e-01 -7.40504634e-03 -1.66984575e-01
-1.31514001e-02 -1.92313913e-01]
[ 2.12227224e-01 -1.16780262e-01 6.08988675e-02 -1.99196051e-02
-1.05428802e-02 -3.00054251e-02 -5.13529183e-02 -1.36486697e-01
1.10313934e-01 -1.70650374e-01]
[ -9.88615499e-02 1.09398946e-02 1.23007963e-01 1.19461515e-01
-5.94856847e-02 -1.13530240e-01 2.05994072e-01 -7.63687342e-02
1.90111639e-01 9.10012594e-03]
[ 2.43092883e-02 -8.43857384e-02 2.17596286e-01 -2.17299872e-01
5.71822342e-02 1.07042148e-01 -3.65165972e-02 -1.11442790e-01
3.54594483e-02 2.68173584e-01]]
[[ 0.27642601]
[ 0.85318559]
[ 0.15043597]
[ 0.35413241]
[-1.386488 ]
[-0.21955896]
[-0.93895892]
[-0.04148134]
[ 0.26049958]
[ 0.47737275]]
Progress: 6.3% ... Training loss: 0.536 ... Validation loss: 0.872[[ 1.35660953e-01 2.74579338e-01 -1.29154923e-01 8.04515879e-02
-6.38314558e-01 -5.02853450e-02 -1.23494950e-01 1.29124895e-01
-1.18854307e-01 1.94547174e-01]
[ 2.05539427e-02 1.91641468e-01 -1.71381935e-02 4.62398981e-02
7.43672271e-02 -8.31361952e-03 2.79275005e-01 4.14248573e-02
1.43504840e-01 -1.94258492e-02]
[ 2.30919467e-01 4.83038928e-01 4.96249232e-02 1.97532073e-01
-2.11168686e-01 -9.41535584e-02 -6.63661177e-01 -3.30377181e-02
1.53564982e-01 4.54457100e-01]
[ -6.50461557e-02 -4.38978773e-01 -2.65199145e-01 -6.43986286e-02
3.63197631e-01 1.97121472e-01 3.08055553e-01 5.72265964e-02
-2.74119214e-02 -2.62618629e-02]
[ -4.26690888e-03 2.19317417e-01 -1.49209704e-01 4.55791138e-02
1.07962212e-01 -1.75288775e-01 -2.80715939e-02 -1.18939963e-01
-2.03314648e-01 6.28529992e-02]
[ -3.56760924e-01 -2.68737399e-01 -2.91468100e-01 1.24049263e-01
1.76488695e-01 6.35677245e-02 -8.55624704e-03 -3.30915694e-02
-2.61511913e-02 1.97241668e-02]
[ -4.13091638e-04 -1.04118378e-01 1.21967501e-02 1.09369569e-01
-1.79696959e-01 -7.51757821e-02 1.32818238e-01 -1.88191691e-01
1.85271287e-01 6.02063447e-02]
[ 1.20222281e-01 -1.48314040e-01 3.30388063e-02 -6.03789704e-02
1.26420672e-01 -4.48289306e-02 -3.97608426e-02 1.24457665e-01
6.76419982e-02 8.36679761e-03]
[ -1.42205694e-01 2.31008299e-02 -2.94402638e-01 1.94890105e-02
-1.77938832e-01 5.64704283e-02 -3.32571582e-01 -2.60190658e-02
2.90561843e-01 -7.23723573e-02]
[ 3.51338476e-02 -1.98240362e-01 7.32401746e-02 -7.36753423e-03
1.65900112e-01 -8.12119270e-02 -7.32201265e-03 -9.30046142e-02
-4.40250554e-02 1.31973981e-01]
[ -6.61171670e-02 1.65474074e-01 4.33744766e-03 -1.44862218e-01
-6.69320318e-02 2.13626492e-02 1.73750337e-02 -1.01338791e-01
-1.32517248e-02 -1.02973034e-01]
[ -5.58132361e-02 1.27850195e-01 -4.62723650e-02 5.96272343e-02
1.17705658e-01 7.35287505e-02 -1.67009348e-01 -1.46383324e-02
-1.13852017e-01 -1.23500996e-01]
[ -1.55517551e-01 7.46252512e-03 6.26834706e-02 2.38978096e-02
-1.77628790e-01 -2.20539039e-01 -1.82192829e-01 -1.96914999e-01
8.88733526e-02 1.76561354e-01]
[ -2.04890112e-01 -9.43739573e-02 1.23737504e-01 2.79269073e-01
-1.66920910e-01 -8.55505193e-02 -1.62520847e-01 -2.54384100e-01
-2.01115102e-01 2.30987536e-02]
[ 1.07789702e-01 -4.40091276e-02 -2.29952849e-02 9.92669096e-02
2.03609138e-02 -7.30444167e-02 1.10324447e-01 5.37574427e-03
1.61841921e-02 7.86013788e-03]
[ 1.87553149e-02 -6.63787088e-02 -2.19359095e-01 1.21644668e-01
-5.05374435e-03 1.01594721e-01 -5.09685643e-02 -1.88699400e-02
-1.17246241e-01 -2.87608367e-02]
[ -1.29191083e-01 -5.10232259e-02 -2.07360231e-01 1.47741955e-01
-3.96064684e-02 1.37512799e-01 1.43318454e-02 -2.50538764e-01
5.80736346e-02 -2.08392204e-01]
[ -7.67416518e-02 -4.27634292e-02 2.73622697e-01 9.34374743e-02
1.22013110e-01 -5.80579913e-02 -1.28216327e-01 1.22330074e-01
6.32231776e-02 2.98993817e-02]
[ 7.24725281e-02 6.80116339e-02 9.80271995e-02 1.20421589e-01
-4.49531718e-02 -3.56494670e-02 1.79739219e-01 1.18784310e-01
-1.60412356e-02 -2.46081045e-02]
[ 1.25339300e-02 -1.18444132e-01 -2.86651957e-01 -3.72685052e-02
2.05039726e-01 -9.73472571e-02 1.39793679e-01 1.63394392e-01
1.12688809e-01 -1.45677487e-02]
[ 5.08451327e-02 3.35329232e-02 -1.21188685e-01 3.81138154e-02
-8.91009825e-02 3.29325700e-01 2.31187612e-01 2.06484243e-01
-1.72177663e-01 -5.05240425e-02]
[ 9.44177928e-03 -6.68027594e-03 1.21480992e-01 1.11017305e-01
-4.15963169e-02 1.09013453e-01 -2.27901572e-01 -3.79654249e-02
2.09786058e-01 9.43768120e-02]
[ 1.06374455e-01 8.26298912e-02 -5.07258959e-02 -1.07215440e-01
-1.14547520e-01 -3.29112690e-01 9.86384861e-02 8.58162751e-03
1.39887836e-01 8.92244777e-02]
[ -9.81129758e-02 2.27922819e-02 -1.51799604e-02 2.28429319e-02
1.30086061e-02 -2.01810295e-01 -9.08023984e-02 -1.91743486e-02
1.45472614e-02 1.29833601e-01]
[ -1.28487766e-01 -7.55242893e-03 -1.89936899e-01 1.78323959e-02
-3.16189935e-01 -1.16287490e-02 -6.55891831e-02 -2.21170404e-02
2.04367741e-02 8.81138324e-02]
[ 4.15620170e-02 1.43781016e-01 -3.90839901e-02 -2.66271227e-02
1.92650275e-01 2.33572990e-01 3.05382348e-01 1.12731962e-01
-1.04881483e-01 -2.56286573e-01]
[ 7.09600642e-02 -9.67275131e-02 1.40283049e-02 5.01325398e-02
2.52074744e-01 4.88853596e-02 2.14585093e-01 9.06847592e-02
1.20827116e-01 -2.37069754e-01]
[ 8.46109896e-02 -1.82744743e-01 -6.38426686e-03 -4.27514806e-03
3.31724701e-01 -2.02829312e-02 2.19196242e-01 4.76480984e-02
-2.83412148e-01 -9.76929155e-02]
[ -7.09274761e-02 -3.00958042e-01 3.83911279e-02 -6.66656995e-02
3.23417998e-01 -1.45864948e-01 3.00207377e-01 -8.25189945e-02
3.49755440e-02 2.21254215e-01]
[ -2.03820664e-01 -1.31253332e-01 9.55683575e-02 6.52672310e-02
5.62611923e-01 9.50123066e-02 1.33044710e-01 4.73550785e-02
-3.43501882e-03 -1.03562854e-02]
[ -7.83324633e-02 5.91521023e-02 3.09482093e-01 -7.21253395e-02
1.04712678e-01 -1.13691780e-01 3.00946128e-01 1.36420290e-02
-1.25688763e-01 1.53039173e-01]
[ -6.03609227e-02 -2.26614564e-02 -1.48015710e-01 -7.17313088e-03
1.83340466e-01 -2.65870245e-01 -3.50368636e-02 1.70606348e-01
6.08267234e-02 -1.76744648e-02]
[ 8.42424205e-02 1.51328257e-01 1.49422159e-01 -1.32807297e-01
6.86530663e-02 7.05186320e-02 -4.81835083e-02 2.86601442e-01
4.24826424e-02 1.22494277e-01]
[ 2.61073702e-01 7.15523346e-02 -1.26791124e-01 1.96053534e-01
-5.72446981e-01 -2.33582050e-01 -2.01386884e-01 1.81408725e-01
2.88599871e-01 -1.84062061e-01]
[ 4.21965949e-02 1.30685679e-01 2.49314491e-01 2.43854950e-01
-2.69498912e-02 -1.89009106e-01 -1.52384902e-01 -1.30942280e-01
-1.44703291e-01 -2.94149851e-01]
[ 4.95841493e-02 2.05181411e-02 -1.04833871e-01 -1.69416068e-02
1.32393435e-01 2.73963964e-02 -8.12712986e-02 -1.83935923e-01
6.33878686e-02 2.47279144e-01]
[ -1.09496320e-02 -8.36458167e-02 -7.11835058e-02 -6.68941860e-02
3.93787448e-02 -1.67364400e-01 1.21446187e-01 9.86926722e-03
2.57007243e-02 -6.77436358e-03]
[ 4.16728875e-03 -5.58039048e-03 2.33748062e-01 3.92020611e-02
-1.14516041e-01 -1.18023720e-01 1.93034978e-01 4.00374961e-02
-2.12963065e-01 7.68463247e-02]
[ 3.74329960e-02 -6.49763714e-02 9.23748776e-02 -4.13561540e-02
-8.52792634e-02 8.97938474e-02 1.69949810e-01 -2.71333781e-01
-5.43803943e-02 -1.37265401e-01]
[ -3.73320589e-02 8.85452501e-03 7.26237267e-02 -6.76646471e-02
8.86418176e-02 1.96917550e-01 1.76153426e-01 1.18010645e-01
-4.95913175e-02 1.42202646e-01]
[ 2.29320750e-01 7.36296553e-02 3.37956604e-02 9.34555198e-02
1.12745423e-02 -2.70038722e-02 -1.73608507e-01 1.47322100e-01
-4.47961152e-02 -1.36667162e-03]
[ -2.68559176e-02 -2.02865887e-01 -1.66814062e-02 -5.85727473e-02
-9.76376196e-02 -8.24756636e-02 -1.36239002e-02 4.15532602e-02
4.57913317e-02 9.66279653e-02]
[ -1.27761250e-01 2.11075469e-01 3.56029011e-02 1.78664627e-01
-3.99112123e-01 -2.14842827e-01 -2.72859185e-01 -7.14451913e-02
9.74308875e-02 9.44772258e-02]
[ 3.74444277e-02 2.20192443e-01 -1.08703276e-02 2.17438995e-01
-2.06134033e-01 4.68979287e-03 -9.94643538e-02 1.53297454e-01
3.91414169e-02 2.96911100e-01]
[ 2.01058113e-01 1.38331002e-01 2.13717753e-01 4.98066377e-02
-9.46858682e-02 1.22705530e-01 -2.82943758e-02 1.64680033e-01
1.66129952e-01 -2.17153599e-02]
[ -1.02483957e-01 1.36849479e-01 2.26822218e-01 -2.86484550e-02
1.09856141e-01 1.50245614e-01 -6.73986682e-03 -1.43251276e-02
-6.79054930e-02 4.96946371e-03]
[ -1.03763636e-01 -2.48853981e-02 2.16978965e-02 8.05109366e-02
-1.19731128e-02 1.21663012e-01 2.78479779e-01 2.05544143e-02
-2.84626160e-01 -1.05115323e-01]
[ -1.82793977e-01 8.38970877e-02 -7.51015493e-02 -2.92996300e-01
1.03880114e-02 9.84074752e-02 -9.41597904e-03 1.03071016e-01
-1.69478100e-01 8.77985624e-02]
[ 8.42996468e-02 -1.57185966e-01 -9.02817230e-02 -5.64938039e-02
2.40318692e-02 -1.67707858e-02 -5.52534828e-02 1.52398147e-01
-8.46671163e-02 -1.02135125e-01]
[ 1.53696069e-01 -1.18021257e-01 -1.36992052e-01 2.40285506e-04
1.44360180e-01 -6.17599963e-02 -5.89870915e-02 -1.46967993e-01
1.33136570e-01 -9.10918245e-02]
[ -1.28920168e-01 1.67048117e-01 2.51870871e-01 -4.09660172e-02
1.96303621e-01 9.87729505e-02 -1.78537023e-02 -2.97245729e-01
-1.38198505e-01 -7.00014071e-02]
[ -3.39776525e-01 1.70694763e-01 1.58515207e-02 -9.96575618e-03
3.20510011e-02 -1.76574845e-01 -1.21754743e-01 2.34804387e-01
-8.51565057e-02 1.11304071e-01]
[ 1.44653217e-01 1.29928134e-01 -2.43095585e-01 -1.03306719e-01
9.80445094e-02 -2.85411116e-01 -6.63446018e-03 -1.66979848e-01
-1.31989427e-02 -1.92545701e-01]
[ 2.12226262e-01 -1.17087252e-01 6.08879186e-02 -1.99367158e-02
-1.02513632e-02 -2.99979562e-02 -5.12416017e-02 -1.36482923e-01
1.10305839e-01 -1.70750902e-01]
[ -9.91096284e-02 1.02901877e-02 1.22863573e-01 1.19123651e-01
-5.82571377e-02 -1.13365180e-01 2.06711880e-01 -7.63285094e-02
1.89863534e-01 8.69941982e-03]
[ 2.46579521e-02 -8.34730893e-02 2.17779841e-01 -2.16831805e-01
5.55574251e-02 1.06762388e-01 -3.74773040e-02 -1.11495884e-01
3.57872434e-02 2.68674662e-01]]
[[ 0.28610772]
[ 0.86398271]
[ 0.16057822]
[ 0.36611843]
[-1.3845306 ]
[-0.21032617]
[-0.93301371]
[-0.03173219]
[ 0.27220749]
[ 0.48679042]]
Progress: 6.3% ... Training loss: 0.536 ... Validation loss: 0.855[[ 1.36395936e-01 2.75582584e-01 -1.28754235e-01 8.13448134e-02
-6.40684727e-01 -5.08287832e-02 -1.24141371e-01 1.29036623e-01
-1.18067746e-01 1.95285234e-01]
[ 2.04611010e-02 1.91361910e-01 -1.71890035e-02 4.61214392e-02
7.47076246e-02 -8.24575921e-03 2.79577272e-01 4.14350916e-02
1.43417648e-01 -1.95838554e-02]
[ 2.30379823e-01 4.81304734e-01 4.92763800e-02 1.96659878e-01
-2.07529555e-01 -9.37813865e-02 -6.60809456e-01 -3.29673315e-02
1.52948871e-01 4.53061190e-01]
[ -6.55893041e-02 -4.40286228e-01 -2.65425960e-01 -6.49916703e-02
3.64829588e-01 1.97547595e-01 3.09331240e-01 5.72768437e-02
-2.78428749e-02 -2.66387230e-02]
[ -3.85200858e-03 2.20471455e-01 -1.48899894e-01 4.61188966e-02
1.06711173e-01 -1.75673761e-01 -2.86415337e-02 -1.18997506e-01
-2.02891923e-01 6.30572741e-02]
[ -3.56501133e-01 -2.68314758e-01 -2.91347302e-01 1.24380849e-01
1.75416237e-01 6.33748322e-02 -9.12393089e-03 -3.31229069e-02
-2.58840181e-02 2.01137276e-02]
[ -9.78117953e-04 -1.05423038e-01 1.18524202e-02 1.08572380e-01
-1.76833646e-01 -7.47442090e-02 1.34320027e-01 -1.88123216e-01
1.84664174e-01 5.92367175e-02]
[ 1.20742404e-01 -1.47843210e-01 3.33344730e-02 -5.97475802e-02
1.25033194e-01 -4.52481041e-02 -3.94004957e-02 1.24389055e-01
6.82094184e-02 8.73117518e-03]
[ -1.42370520e-01 2.26024905e-02 -2.94491240e-01 1.92390980e-02
-1.77382694e-01 5.65989931e-02 -3.32184123e-01 -2.59983696e-02
2.90383247e-01 -7.27092427e-02]
[ 3.52252440e-02 -1.98558108e-01 7.32163328e-02 -7.38515977e-03
1.66278982e-01 -8.12854497e-02 -6.22511863e-03 -9.30156727e-02
-4.39512632e-02 1.31469386e-01]
[ -6.61018928e-02 1.65404772e-01 4.32936873e-03 -1.44895724e-01
-6.67629368e-02 2.13792626e-02 1.74552444e-02 -1.01338196e-01
-1.32741903e-02 -1.02953874e-01]
[ -5.58698448e-02 1.27327714e-01 -4.62569111e-02 5.95942415e-02
1.18117208e-01 7.35337319e-02 -1.66504542e-01 -1.46386444e-02
-1.13854459e-01 -1.23568135e-01]
[ -1.55517551e-01 7.46252512e-03 6.26834706e-02 2.38978096e-02
-1.77628790e-01 -2.20539039e-01 -1.82192829e-01 -1.96914999e-01
8.88733526e-02 1.76561354e-01]
[ -2.05000675e-01 -9.47692557e-02 1.23672347e-01 2.79130525e-01
-1.66301676e-01 -8.54736506e-02 -1.62081561e-01 -2.54374388e-01
-2.01206490e-01 2.29001775e-02]
[ 1.08366679e-01 -4.26443684e-02 -2.27143046e-02 1.00002354e-01
1.76770055e-02 -7.34637170e-02 1.08632256e-01 5.31237441e-03
1.67303682e-02 8.78955004e-03]
[ 1.94321331e-02 -6.43395013e-02 -2.18968913e-01 1.22495096e-01
-8.12214162e-03 1.01093217e-01 -5.31212477e-02 -1.89454306e-02
-1.16585575e-01 -2.76150110e-02]
[ -1.29626273e-01 -5.22310713e-02 -2.07607779e-01 1.47192441e-01
-3.74871042e-02 1.37829226e-01 1.56000452e-02 -2.50494910e-01
5.76587358e-02 -2.09123079e-01]
[ -7.69702189e-02 -4.32381328e-02 2.73511664e-01 9.31436076e-02
1.23109258e-01 -5.78755917e-02 -1.27409131e-01 1.22356987e-01
6.30000094e-02 2.95076718e-02]
[ 7.16681695e-02 6.57557465e-02 9.75367408e-02 1.19319023e-01
-4.11028499e-02 -3.50471788e-02 1.82071408e-01 1.18882854e-01
-1.68823039e-02 -2.59845394e-02]
[ 1.20814213e-02 -1.19789492e-01 -2.86939982e-01 -3.79191829e-02
2.07315078e-01 -9.70005080e-02 1.41197688e-01 1.63452064e-01
1.12210275e-01 -1.53592967e-02]
[ 5.07380079e-02 3.26768593e-02 -1.21229200e-01 3.79659272e-02
-8.80957178e-02 3.29398323e-01 2.32052749e-01 2.06489634e-01
-1.72255044e-01 -5.06890929e-02]
[ 1.03457344e-02 -4.48190026e-03 1.22015611e-01 1.12216342e-01
-4.55089422e-02 1.08301334e-01 -2.29344169e-01 -3.80766588e-02
2.10732203e-01 9.53928177e-02]
[ 1.06248648e-01 8.22231461e-02 -5.08015290e-02 -1.07392435e-01
-1.14066287e-01 -3.29014776e-01 9.89976282e-02 8.59699723e-03
1.39762625e-01 8.89938482e-02]
[ -9.78988808e-02 2.33794495e-02 -1.50674219e-02 2.31081246e-02
1.19570548e-02 -2.01964438e-01 -9.14890894e-02 -1.91983707e-02
1.47428460e-02 1.30168282e-01]
[ -1.28545430e-01 -7.70956461e-03 -1.89953317e-01 1.77582263e-02
-3.15960856e-01 -1.15888809e-02 -6.54082673e-02 -2.21111553e-02
2.03887361e-02 8.80201576e-02]
[ 4.13651972e-02 1.43186167e-01 -3.91953788e-02 -2.68826171e-02
1.93586009e-01 2.33720234e-01 3.06014037e-01 1.12753731e-01
-1.05069889e-01 -2.56632032e-01]
[ 7.06606900e-02 -9.76209826e-02 1.38561623e-02 4.97436388e-02
2.53487276e-01 4.91100417e-02 2.15572260e-01 9.07181652e-02
1.20555740e-01 -2.37584992e-01]
[ 8.39476822e-02 -1.84562166e-01 -6.76601271e-03 -5.16861117e-03
3.35013374e-01 -1.97800314e-02 2.21437845e-01 4.77253163e-02
-2.84064421e-01 -9.88630393e-02]
[ -7.16244718e-02 -3.02968680e-01 3.80134248e-02 -6.75636579e-02
3.26803110e-01 -1.45351948e-01 3.02432772e-01 -8.24426062e-02
3.43179500e-02 2.20200132e-01]
[ -2.03988973e-01 -1.31769146e-01 9.54804191e-02 6.50578354e-02
5.63433640e-01 9.51336614e-02 1.33592412e-01 4.73740241e-02
-3.59585385e-03 -1.06428780e-02]
[ -7.85912581e-02 5.84026744e-02 3.09337194e-01 -7.24628166e-02
1.05946434e-01 -1.13499527e-01 3.01732016e-01 1.36703491e-02
-1.25938592e-01 1.52618695e-01]
[ -6.06597759e-02 -2.35269632e-02 -1.48177677e-01 -7.55994738e-03
1.84731756e-01 -2.65647615e-01 -3.40569216e-02 1.70639285e-01
6.05367914e-02 -1.81672837e-02]
[ 8.45015061e-02 1.51934229e-01 1.49564994e-01 -1.32460338e-01
6.74287782e-02 7.03161522e-02 -4.89338829e-02 2.86570645e-01
4.27343638e-02 1.22947416e-01]
[ 2.61437863e-01 7.24158331e-02 -1.26615353e-01 1.96518863e-01
-5.74148903e-01 -2.33844079e-01 -2.02440793e-01 1.81368674e-01
2.88946151e-01 -1.83489513e-01]
[ 4.23769427e-02 1.31188718e-01 2.49417966e-01 2.44074346e-01
-2.77469229e-02 -1.89139722e-01 -1.52963837e-01 -1.30961803e-01
-1.44531175e-01 -2.93851746e-01]
[ 4.97071198e-02 2.08538035e-02 -1.04773478e-01 -1.67995551e-02
1.31869333e-01 2.73220443e-02 -8.16005147e-02 -1.83949317e-01
6.34852219e-02 2.47448357e-01]
[ -1.03722706e-02 -8.19225621e-02 -7.08576088e-02 -6.61365279e-02
3.65901046e-02 -1.67790140e-01 1.19742028e-01 9.80343977e-03
2.62665004e-02 -5.92376100e-03]
[ 3.95562260e-03 -6.15250424e-03 2.33616291e-01 3.89019739e-02
-1.13411546e-01 -1.17876915e-01 1.93630191e-01 4.00629807e-02
-2.13190355e-01 7.64960767e-02]
[ 3.71894175e-02 -6.56328659e-02 9.22284024e-02 -4.16782278e-02
-8.41871220e-02 8.99731171e-02 1.70619784e-01 -2.71306724e-01
-5.46293180e-02 -1.37653438e-01]
[ -3.75383421e-02 8.26090678e-03 7.25010352e-02 -6.79472891e-02
8.96950312e-02 1.97068891e-01 1.76822633e-01 1.18035020e-01
-4.97902937e-02 1.41847599e-01]
[ 2.29004505e-01 7.28850081e-02 3.35931683e-02 9.30111054e-02
1.28175583e-02 -2.67684293e-02 -1.72902059e-01 1.47363320e-01
-4.51584224e-02 -1.93086973e-03]
[ -2.63992193e-02 -2.01532189e-01 -1.64194716e-02 -5.79656234e-02
-9.96633395e-02 -8.28201961e-02 -1.48156646e-02 4.15014272e-02
4.62463812e-02 9.72181060e-02]
[ -1.26812486e-01 2.13423112e-01 3.61497716e-02 1.79873329e-01
-4.03157244e-01 -2.15544168e-01 -2.75185438e-01 -7.15554338e-02
9.83649774e-02 9.60219111e-02]
[ 3.85344889e-02 2.22995605e-01 -1.02496252e-02 2.18848277e-01
-2.10957409e-01 3.85591658e-03 -1.02226394e-01 1.53168760e-01
4.02377186e-02 2.98549886e-01]
[ 2.01522239e-01 1.39653276e-01 2.13990862e-01 5.04123555e-02
-9.68151511e-02 1.22348910e-01 -2.96894565e-02 1.64625442e-01
1.66588436e-01 -2.09873311e-02]
[ -1.02429513e-01 1.36985541e-01 2.26847570e-01 -2.85782238e-02
1.09602606e-01 1.50204892e-01 -6.91923621e-03 -1.43315595e-02
-6.78536287e-02 5.05886140e-03]
[ -1.03766696e-01 -2.49697061e-02 2.17163076e-02 8.05390298e-02
-1.20933098e-02 1.21648846e-01 2.78480753e-01 2.05516853e-02
-2.84604440e-01 -1.05103046e-01]
[ -1.83170436e-01 8.27578010e-02 -7.53165155e-02 -2.93503098e-01
1.22030569e-02 9.86950319e-02 -8.17736474e-03 1.03113850e-01
-1.69848935e-01 8.71718085e-02]
[ 8.37714340e-02 -1.58832165e-01 -9.05967630e-02 -5.72129502e-02
2.63478749e-02 -1.63607172e-02 -5.35802863e-02 1.52461531e-01
-8.51904113e-02 -1.03065546e-01]
[ 1.53432698e-01 -1.18756563e-01 -1.37157877e-01 -1.68424407e-04
1.45747511e-01 -6.15278938e-02 -5.81428865e-02 -1.46931004e-01
1.32850384e-01 -9.15699965e-02]
[ -1.28480784e-01 1.67848325e-01 2.52099494e-01 -4.04194015e-02
1.94450284e-01 9.84491557e-02 -1.87106882e-02 -2.97298073e-01
-1.37750697e-01 -6.94283041e-02]
[ -3.39974217e-01 1.70113527e-01 1.57519503e-02 -1.02081220e-02
3.30791700e-02 -1.76433494e-01 -1.21011302e-01 2.34822621e-01
-8.53336294e-02 1.10920498e-01]
[ 1.45170921e-01 1.30966446e-01 -2.42850589e-01 -1.02697446e-01
9.60475397e-02 -2.85821761e-01 -8.21269454e-03 -1.67035404e-01
-1.27257022e-02 -1.91702596e-01]
[ 2.12142683e-01 -1.17230156e-01 6.08318765e-02 -2.01014778e-02
-9.71526791e-03 -2.99385684e-02 -5.06244152e-02 -1.36471567e-01
1.10194217e-01 -1.71054951e-01]
[ -9.96697491e-02 8.39491717e-03 1.22560510e-01 1.18383871e-01
-5.54251618e-02 -1.12961932e-01 2.08697823e-01 -7.62697218e-02
1.89345008e-01 7.73216328e-03]
[ 2.48556870e-02 -8.28664228e-02 2.17914256e-01 -2.16516200e-01
5.45836765e-02 1.06608810e-01 -3.75509484e-02 -1.11524124e-01
3.60085377e-02 2.68838930e-01]]
[[ 0.28686056]
[ 0.86727602]
[ 0.16048249]
[ 0.36745566]
[-1.39042004]
[-0.21117089]
[-0.93758036]
[-0.03194673]
[ 0.27269725]
[ 0.48793401]]
Progress: 6.4% ... Training loss: 0.534 ... Validation loss: 0.853[[ 1.36220337e-01 2.74925415e-01 -1.28790259e-01 8.12095503e-02
-6.39569521e-01 -5.07434308e-02 -1.22622928e-01 1.29042124e-01
-1.18090004e-01 1.94768589e-01]
[ 2.03618590e-02 1.91079015e-01 -1.72428626e-02 4.59949872e-02
7.51622694e-02 -8.18058785e-03 2.79894104e-01 4.14459164e-02
1.43324682e-01 -1.97528365e-02]
[ 2.31340532e-01 4.84157393e-01 4.98975744e-02 1.98041797e-01
-2.11481737e-01 -9.46183000e-02 -6.62727202e-01 -3.30922905e-02
1.53995875e-01 4.54372669e-01]
[ -6.50341200e-02 -4.37897861e-01 -2.65072419e-01 -6.42695242e-02
3.60892100e-01 1.97140781e-01 3.06979519e-01 5.72246855e-02
-2.73292310e-02 -2.55089477e-02]
[ -4.60201425e-03 2.17938776e-01 -1.49312384e-01 4.51020398e-02
1.11175513e-01 -1.75092807e-01 -2.58807405e-02 -1.18918433e-01
-2.03612729e-01 6.15619318e-02]
[ -3.56685457e-01 -2.68979776e-01 -2.91454418e-01 1.24146052e-01
1.76287211e-01 6.35190196e-02 -8.43999948e-03 -3.31017472e-02
-2.60493753e-02 1.98362782e-02]
[ -1.83685713e-03 -1.07761887e-01 1.13805222e-02 1.07499225e-01
-1.72857617e-01 -7.41440412e-02 1.37155958e-01 -1.88040641e-01
1.83866425e-01 5.77255107e-02]
[ 1.20986249e-01 -1.47100266e-01 3.35164587e-02 -5.93618284e-02
1.24229961e-01 -4.54876619e-02 -3.92638830e-02 1.24353378e-01
6.85119490e-02 8.92606024e-03]
[ -1.42984573e-01 2.09937454e-02 -2.94803427e-01 1.84399770e-02
-1.74706174e-01 5.70528259e-02 -3.30288324e-01 -2.59282991e-02
2.89804348e-01 -7.37568391e-02]
[ 3.46990661e-02 -2.00178474e-01 7.29743902e-02 -7.96020314e-03
1.68995694e-01 -8.09757139e-02 -3.59138920e-03 -9.29759536e-02
-4.43367880e-02 1.30331687e-01]
[ -6.61877419e-02 1.65459028e-01 4.28770457e-03 -1.45002892e-01
-6.64473756e-02 2.14292334e-02 1.77326597e-02 -1.01327945e-01
-1.33676291e-02 -1.03094331e-01]
[ -5.66710897e-02 1.25024156e-01 -4.66825197e-02 5.85551311e-02
1.21805224e-01 7.41326556e-02 -1.63863411e-01 -1.45504882e-02
-1.14614970e-01 -1.24931346e-01]
[ -1.55517551e-01 7.46252512e-03 6.26834706e-02 2.38978096e-02
-1.77628790e-01 -2.20539039e-01 -1.82192829e-01 -1.96914999e-01
8.88733526e-02 1.76561354e-01]
[ -2.05229885e-01 -9.54340356e-02 1.23561169e-01 2.78860617e-01
-1.65458248e-01 -8.53173533e-02 -1.61425378e-01 -2.54349221e-01
-2.01399359e-01 2.25689535e-02]
[ 1.08361809e-01 -4.27681582e-02 -2.27255795e-02 9.99949484e-02
1.77344852e-02 -7.34578984e-02 1.08744276e-01 5.31233181e-03
1.67255077e-02 8.76630702e-03]
[ 1.94045424e-02 -6.44310516e-02 -2.18995843e-01 1.22431695e-01
-7.78105173e-03 1.01138813e-01 -5.28976040e-02 -1.89414226e-02
-1.16627605e-01 -2.76697491e-02]
[ -1.30294958e-01 -5.40723203e-02 -2.07982882e-01 1.46343562e-01
-3.43974688e-02 1.38318816e-01 1.76412123e-02 -2.50428665e-01
5.70344991e-02 -2.10262193e-01]
[ -7.68900753e-02 -4.29738972e-02 2.73557264e-01 9.32618849e-02
1.22653723e-01 -5.79508131e-02 -1.27553344e-01 1.22344003e-01
6.30880758e-02 2.96181322e-02]
[ 7.12835908e-02 6.46642738e-02 9.73288922e-02 1.18838108e-01
-3.92579070e-02 -3.47877160e-02 1.83304316e-01 1.18924689e-01
-1.72545973e-02 -2.66476492e-02]
[ 1.24385238e-02 -1.18627109e-01 -2.86693651e-01 -3.73752258e-02
2.05558955e-01 -9.73133014e-02 1.40259184e-01 1.63406039e-01
1.12612951e-01 -1.47680693e-02]
[ 5.09053514e-02 3.30241766e-02 -1.21117841e-01 3.81968509e-02
-8.84068600e-02 3.29263239e-01 2.31761399e-01 2.06468473e-01
-1.72062531e-01 -5.04459974e-02]
[ 9.90716594e-03 -5.66292981e-03 1.21763464e-01 1.11615604e-01
-4.34624685e-02 1.08625077e-01 -2.27503521e-01 -3.80263129e-02
2.10303334e-01 9.44665727e-02]
[ 1.06007255e-01 8.15770398e-02 -5.09287415e-02 -1.07699983e-01
-1.13101623e-01 -3.28838570e-01 9.96805461e-02 8.62424189e-03
1.39539619e-01 8.85923290e-02]
[ -9.78930572e-02 2.34731207e-02 -1.50645952e-02 2.31110086e-02
1.18701052e-02 -2.01961614e-01 -9.14518943e-02 -1.91982138e-02
1.47367817e-02 1.30176954e-01]
[ -1.28574220e-01 -7.80686209e-03 -1.89956955e-01 1.77196550e-02
-3.15818530e-01 -1.15666883e-02 -6.53086087e-02 -2.21078168e-02
2.03602351e-02 8.79645280e-02]
[ 4.10858541e-02 1.42444989e-01 -3.93508850e-02 -2.72318926e-02
1.94811711e-01 2.33925731e-01 3.06930959e-01 1.12781950e-01
-1.05331248e-01 -2.57101123e-01]
[ 7.03240706e-02 -9.86115157e-02 1.36622621e-02 4.92976449e-02
2.55071463e-01 4.93612871e-02 2.16713263e-01 9.07558408e-02
1.20237734e-01 -2.38176648e-01]
[ 8.33896616e-02 -1.86275666e-01 -7.07352107e-03 -5.88833844e-03
3.37757700e-01 -1.93726360e-02 2.23315606e-01 4.77879798e-02
-2.84611826e-01 -9.98238913e-02]
[ -7.19818264e-02 -3.03940054e-01 3.78084440e-02 -6.80396839e-02
3.28544873e-01 -1.45076681e-01 3.03545205e-01 -8.24009296e-02
3.39734067e-02 2.19585162e-01]
[ -2.04665302e-01 -1.33473984e-01 9.50964456e-02 6.41836531e-02
5.66593046e-01 9.56298834e-02 1.35680974e-01 4.74501121e-02
-4.22834163e-03 -1.17507305e-02]
[ -7.90237731e-02 5.71800593e-02 3.09094490e-01 -7.30308259e-02
1.08053686e-01 -1.13181887e-01 3.03067336e-01 1.37175295e-02
-1.26360363e-01 1.51905685e-01]
[ -6.10204251e-02 -2.45500587e-02 -1.48367931e-01 -8.02749034e-03
1.86328197e-01 -2.65382099e-01 -3.28694797e-02 1.70679194e-01
6.02070361e-02 -1.87829594e-02]
[ 8.52325825e-02 1.54267001e-01 1.49980406e-01 -1.31487130e-01
6.38159495e-02 6.97600614e-02 -5.13450076e-02 2.86488335e-01
4.34407244e-02 1.24204568e-01]
[ 2.61391767e-01 7.22804825e-02 -1.26638846e-01 1.96458749e-01
-5.73955685e-01 -2.33809801e-01 -2.02289247e-01 1.81373902e-01
2.88902015e-01 -1.83568771e-01]
[ 4.24365519e-02 1.31342565e-01 2.49446554e-01 2.44141881e-01
-2.80311143e-02 -1.89183178e-01 -1.53171743e-01 -1.30965920e-01
-1.44492976e-01 -2.93781091e-01]
[ 4.96763680e-02 2.07313859e-02 -1.04787445e-01 -1.68212168e-02
1.32072950e-01 2.73323702e-02 -8.14851031e-02 -1.83947074e-01
6.34569667e-02 2.47405864e-01]
[ -1.04864075e-02 -8.22584775e-02 -7.09330367e-02 -6.62926084e-02
3.70330133e-02 -1.67710955e-01 1.20102184e-01 9.81680763e-03
2.61494306e-02 -6.11699265e-03]
[ 4.00434696e-03 -5.94091603e-03 2.33634842e-01 3.89632004e-02
-1.13668518e-01 -1.17932078e-01 1.93483248e-01 4.00570306e-02
-2.13153430e-01 7.65786245e-02]
[ 3.71258176e-02 -6.58297896e-02 9.21892280e-02 -4.17688652e-02
-8.38923889e-02 9.00258465e-02 1.70819617e-01 -2.71299291e-01
-5.46959941e-02 -1.37769811e-01]
[ -3.76069483e-02 8.09133829e-03 7.24530772e-02 -6.80381763e-02
8.99732768e-02 1.97119872e-01 1.77070236e-01 1.18043924e-01
-4.98575671e-02 1.41710115e-01]
[ 2.29137735e-01 7.33494160e-02 3.36749495e-02 9.32146375e-02
1.20743845e-02 -2.68800278e-02 -1.73237714e-01 1.47344142e-01
-4.50140482e-02 -1.79828791e-03]
[ -2.63763576e-02 -2.01601413e-01 -1.64092137e-02 -5.79314796e-02
-9.96459028e-02 -8.28346075e-02 -1.48349343e-02 4.14993191e-02
4.62715953e-02 9.72419870e-02]
[ -1.25696466e-01 2.16519092e-01 3.68085978e-02 1.81316889e-01
-4.07839012e-01 -2.16359857e-01 -2.78063342e-01 -7.16869040e-02
9.94549260e-02 9.78174136e-02]
[ 3.85592309e-02 2.23013888e-01 -1.02225114e-02 2.18869885e-01
-2.11072733e-01 3.84223920e-03 -1.02200280e-01 1.53165625e-01
4.02643009e-02 2.98558994e-01]
[ 2.02053514e-01 1.41031816e-01 2.14326816e-01 5.11669745e-02
-9.93867013e-02 1.21925619e-01 -3.11958561e-02 1.64560226e-01
1.67149631e-01 -2.01030376e-02]
[ -1.02244850e-01 1.37563276e-01 2.26973612e-01 -2.82947403e-02
1.08544965e-01 1.50039472e-01 -7.59227373e-03 -1.43564977e-02
-6.76429438e-02 5.41500591e-03]
[ -1.03913533e-01 -2.53287505e-02 2.16321642e-02 8.03604070e-02
-1.14315279e-02 1.21757081e-01 2.78966329e-01 2.05663930e-02
-2.84734697e-01 -1.05352195e-01]
[ -1.83501955e-01 8.17926470e-02 -7.55033454e-02 -2.93942020e-01
1.36832677e-02 9.89423387e-02 -7.16508501e-03 1.03150438e-01
-1.70163526e-01 8.66167800e-02]
[ 8.33083385e-02 -1.60214254e-01 -9.08586821e-02 -5.78395039e-02
2.86603826e-02 -1.60051140e-02 -5.21077348e-02 1.52516198e-01
-8.56457838e-02 -1.03872654e-01]
[ 1.53400136e-01 -1.18963451e-01 -1.37202272e-01 -2.43209680e-04
1.46102666e-01 -6.14666827e-02 -5.77573367e-02 -1.46924515e-01
1.32793750e-01 -9.17169569e-02]
[ -1.28720522e-01 1.67286552e-01 2.51980154e-01 -4.06688506e-02
1.95503520e-01 9.86146099e-02 -1.77126195e-02 -2.97282896e-01
-1.37927699e-01 -6.98874144e-02]
[ -3.40113314e-01 1.69553950e-01 1.56861959e-02 -1.03631407e-02
3.36325067e-02 -1.76339220e-01 -1.20466681e-01 2.34836180e-01
-8.54387083e-02 1.10687089e-01]
[ 1.44230908e-01 1.28427741e-01 -2.43352717e-01 -1.03937613e-01
1.00459479e-01 -2.85138944e-01 -5.18013481e-03 -1.66927923e-01
-1.36683058e-02 -1.93257435e-01]
[ 2.12346650e-01 -1.16615561e-01 6.09956879e-02 -1.97902112e-02
-1.06219697e-02 -3.01418520e-02 -5.10438007e-02 -1.36502039e-01
1.10473782e-01 -1.70748587e-01]
[ -1.00140147e-01 7.14389529e-03 1.22283673e-01 1.17756522e-01
-5.29494697e-02 -1.12623994e-01 2.10183103e-01 -7.62142235e-02
1.88874868e-01 6.98456534e-03]
[ 2.50602568e-02 -8.22327207e-02 2.18049683e-01 -2.16202019e-01
5.33613078e-02 1.06429030e-01 -3.80253670e-02 -1.11553731e-01
3.62409561e-02 2.69033114e-01]]
[[ 0.28026579]
[ 0.86022277]
[ 0.15352147]
[ 0.35822017]
[-1.40378481]
[-0.21913843]
[-0.9508927 ]
[-0.03836331]
[ 0.26525257]
[ 0.4820402 ]]
Progress: 6.5% ... Training loss: 0.531 ... Validation loss: 0.864[[ 1.38214218e-01 2.78732332e-01 -1.27603036e-01 8.37103111e-02
-6.46157193e-01 -5.22323010e-02 -1.26782724e-01 1.28744094e-01
-1.16041406e-01 1.97599392e-01]
[ 2.05487831e-02 1.91527729e-01 -1.71444480e-02 4.62351260e-02
7.43286052e-02 -8.32486753e-03 2.79258978e-01 4.14203617e-02
1.43501852e-01 -1.94321766e-02]
[ 2.31785508e-01 4.84689353e-01 5.02704250e-02 1.98471850e-01
-2.09544467e-01 -9.49606450e-02 -6.63552021e-01 -3.31697705e-02
1.54404364e-01 4.54631697e-01]
[ -6.50116806e-02 -4.37457499e-01 -2.65139588e-01 -6.42164143e-02
3.58715372e-01 1.96980623e-01 3.06379999e-01 5.72322418e-02
-2.73657494e-02 -2.50590114e-02]
[ -3.75856559e-03 2.20185737e-01 -1.48891247e-01 4.62370421e-02
1.07097908e-01 -1.75869154e-01 -2.84978474e-02 -1.19048484e-01
-2.02672663e-01 6.25393961e-02]
[ -3.56166782e-01 -2.67475164e-01 -2.91188269e-01 1.24784642e-01
1.74004302e-01 6.31289367e-02 -9.89745162e-03 -3.31703215e-02
-2.55228665e-02 2.07212524e-02]
[ -2.20305985e-03 -1.09153167e-01 1.11629687e-02 1.06954598e-01
-1.69869678e-01 -7.38272836e-02 1.38815409e-01 -1.87984175e-01
1.83505750e-01 5.68943077e-02]
[ 1.21490050e-01 -1.46633796e-01 3.38910405e-02 -5.87313984e-02
1.23648895e-01 -4.58830784e-02 -3.98950580e-02 1.24263288e-01
6.90509560e-02 9.52785169e-03]
[ -1.42778532e-01 2.12863821e-02 -2.94699608e-01 1.86965236e-02
-1.75684768e-01 5.68963409e-02 -3.30911302e-01 -2.59557337e-02
2.89993998e-01 -7.34259813e-02]
[ 3.47101265e-02 -2.01392773e-01 7.30385376e-02 -8.07925149e-03
1.71132637e-01 -8.08842084e-02 -2.33063898e-03 -9.29835606e-02
-4.42628659e-02 1.29837372e-01]
[ -6.54795968e-02 1.67517051e-01 4.65111800e-03 -1.44101838e-01
-6.91641834e-02 2.08415425e-02 1.54452562e-02 -1.01426077e-01
-1.27004122e-02 -1.01857745e-01]
[ -5.65279800e-02 1.25052871e-01 -4.65830841e-02 5.87540644e-02
1.21530460e-01 7.40036142e-02 -1.63888913e-01 -1.45743808e-02
-1.14461617e-01 -1.24687197e-01]
[ -1.55517551e-01 7.46252512e-03 6.26834706e-02 2.38978096e-02
-1.77628790e-01 -2.20539039e-01 -1.82192829e-01 -1.96914999e-01
8.88733526e-02 1.76561354e-01]
[ -2.05037872e-01 -9.48754341e-02 1.23665480e-01 2.79103736e-01
-1.66240433e-01 -8.54686221e-02 -1.62026778e-01 -2.54374406e-01
-2.01200065e-01 2.28956978e-02]
[ 1.08617612e-01 -4.19817255e-02 -2.25819362e-02 1.00323379e-01
1.64192386e-02 -7.36662315e-02 1.07955984e-01 5.27577143e-03
1.69792672e-02 9.22842905e-03]
[ 1.96805367e-02 -6.37655988e-02 -2.18866876e-01 1.22764056e-01
-9.02407068e-03 1.00955029e-01 -5.35756550e-02 -1.89774307e-02
-1.16357345e-01 -2.72374227e-02]
[ -1.30854858e-01 -5.56155489e-02 -2.08293012e-01 1.45632161e-01
-3.18009364e-02 1.38750968e-01 1.94971025e-02 -2.50353095e-01
5.64875974e-02 -2.11247869e-01]
[ -7.69015684e-02 -4.32125766e-02 2.73539229e-01 9.32360665e-02
1.23229095e-01 -5.78973021e-02 -1.27265634e-01 1.22348302e-01
6.30839768e-02 2.95780014e-02]
[ 7.14699799e-02 6.47469373e-02 9.74732205e-02 1.19053724e-01
-3.90990333e-02 -3.49347530e-02 1.82947381e-01 1.18894466e-01
-1.70103899e-02 -2.64540065e-02]
[ 1.26214842e-02 -1.17979229e-01 -2.86586159e-01 -3.71365615e-02
2.05566201e-01 -9.74471058e-02 1.39859024e-01 1.63377483e-01
1.12754606e-01 -1.44048081e-02]
[ 5.11558641e-02 3.29891777e-02 -1.20943014e-01 3.85012715e-02
-8.89400055e-02 3.29052787e-01 2.31419700e-01 2.06429152e-01
-1.71800793e-01 -5.01904396e-02]
[ 9.78703910e-03 -6.02398992e-03 1.21711245e-01 1.11415547e-01
-4.28506653e-02 1.08710075e-01 -2.26959501e-01 -3.80126063e-02
2.10190579e-01 9.41106890e-02]
[ 1.06129773e-01 8.18321625e-02 -5.08582121e-02 -1.07537376e-01
-1.13622331e-01 -3.28932112e-01 9.92656999e-02 8.60756015e-03
1.39656582e-01 8.88024754e-02]
[ -9.79312725e-02 2.33608324e-02 -1.50916972e-02 2.30526031e-02
1.20994326e-02 -2.01932786e-01 -9.13257338e-02 -1.91940400e-02
1.46954291e-02 1.30104590e-01]
[ -1.28448359e-01 -7.64032005e-03 -1.89896571e-01 1.78710576e-02
-3.16458009e-01 -1.16631835e-02 -6.55931614e-02 -2.21226631e-02
2.04719585e-02 8.81612017e-02]
[ 4.02922330e-02 1.40006300e-01 -3.97938305e-02 -2.82836077e-02
1.98629607e-01 2.34569974e-01 3.09672334e-01 1.12890850e-01
-1.06090993e-01 -2.58490505e-01]
[ 6.95901385e-02 -1.00820640e-01 1.32503808e-02 4.83606960e-02
2.58633798e-01 4.99340280e-02 2.19255895e-01 9.08593857e-02
1.19535138e-01 -2.39433867e-01]
[ 8.33896616e-02 -1.86275666e-01 -7.07352107e-03 -5.88833844e-03
3.37757700e-01 -1.93726360e-02 2.23315606e-01 4.77879798e-02
-2.84611826e-01 -9.98238913e-02]
[ -7.22999838e-02 -3.04937035e-01 3.76371566e-02 -6.84631319e-02
3.30092046e-01 -1.44819139e-01 3.04669685e-01 -8.23558417e-02
3.36695835e-02 2.19149859e-01]
[ -2.04966023e-01 -1.34358605e-01 9.49297547e-02 6.37831742e-02
5.68024310e-01 9.58744309e-02 1.36698698e-01 4.74927554e-02
-4.51884443e-03 -1.22669031e-02]
[ -7.94181668e-02 5.59885685e-02 3.08869408e-01 -7.35650709e-02
1.10109716e-01 -1.12862465e-01 3.04445883e-01 1.37748274e-02
-1.26756080e-01 1.51249345e-01]
[ -6.10293235e-02 -2.45761596e-02 -1.48372505e-01 -8.03884212e-03
1.86370565e-01 -2.65375198e-01 -3.28390184e-02 1.70680389e-01
6.01990238e-02 -1.87981532e-02]
[ 8.54646901e-02 1.54827074e-01 1.50113129e-01 -1.31165896e-01
6.26436059e-02 6.95667274e-02 -5.20070480e-02 2.86453309e-01
4.36851262e-02 1.24614499e-01]
[ 2.61442646e-01 7.24166017e-02 -1.26612252e-01 1.96522693e-01
-5.74212875e-01 -2.33849472e-01 -2.02449394e-01 1.81366953e-01
2.88950403e-01 -1.83483124e-01]
[ 4.25229627e-02 1.31639947e-01 2.49502331e-01 2.44264983e-01
-2.84976789e-02 -1.89257799e-01 -1.53503698e-01 -1.30980165e-01
-1.44401712e-01 -2.93604913e-01]
[ 4.94104887e-02 1.99928499e-02 -1.04932063e-01 -1.71642005e-02
1.33391949e-01 2.75377206e-02 -8.07436190e-02 -1.83911088e-01
6.32011440e-02 2.47009023e-01]
[ -1.03208344e-02 -8.18041130e-02 -7.08429485e-02 -6.60853975e-02
3.63793809e-02 -1.67836413e-01 1.19596393e-01 9.79413786e-03
2.63119671e-02 -5.88098455e-03]
[ 4.20977114e-03 -5.41998394e-03 2.33749311e-01 3.92324784e-02
-1.14490547e-01 -1.18105855e-01 1.92864600e-01 4.00294097e-02
-2.12954970e-01 7.68732649e-02]
[ 3.75869043e-02 -6.44865348e-02 9.24361627e-02 -4.11401650e-02
-8.62666344e-02 8.96557202e-02 1.69352272e-01 -2.71362527e-01
-5.42347618e-02 -1.36996347e-01]
[ -3.77272329e-02 8.04766208e-03 7.23489497e-02 -6.82538499e-02
9.08306455e-02 1.97199988e-01 1.77113807e-01 1.18068435e-01
-5.00389412e-02 1.41608887e-01]
[ 2.28744079e-01 7.25775504e-02 3.34722977e-02 9.26970745e-02
1.38776621e-02 -2.65577247e-02 -1.72409769e-01 1.47404236e-01
-4.54188144e-02 -2.43841573e-03]
[ -2.60695209e-02 -2.00633336e-01 -1.62445886e-02 -5.75411205e-02
-1.01061905e-01 -8.30681553e-02 -1.58179129e-02 4.14550419e-02
4.65643076e-02 9.77460772e-02]
[ -1.24192479e-01 2.20163924e-01 3.76661586e-02 1.83275126e-01
-4.13380557e-01 -2.17511259e-01 -2.82021211e-01 -7.19026327e-02
1.00918985e-01 1.00323866e-01]
[ 4.03279542e-02 2.27107147e-01 -9.18860787e-03 2.21088247e-01
-2.18636631e-01 2.45780363e-03 -1.07113224e-01 1.52904696e-01
4.20528076e-02 3.01026003e-01]
[ 2.02162172e-01 1.41285161e-01 2.14397984e-01 5.13188189e-02
-9.99863351e-02 1.21828894e-01 -3.14279480e-02 1.64542287e-01
1.67259321e-01 -1.99647278e-02]
[ -1.02318049e-01 1.37373392e-01 2.26931572e-01 -2.83906492e-02
1.08888720e-01 1.50093858e-01 -7.35998724e-03 -1.43462563e-02
-6.77126590e-02 5.28820362e-03]
[ -1.03919876e-01 -2.53650318e-02 2.16163493e-02 8.03492398e-02
-1.13420496e-02 1.21769293e-01 2.78987966e-01 2.05690854e-02
-2.84737316e-01 -1.05372757e-01]
[ -1.83768244e-01 8.09825991e-02 -7.56433222e-02 -2.94287045e-01
1.50197928e-02 9.91558493e-02 -6.25510497e-03 1.03187576e-01
-1.70417001e-01 8.61718891e-02]
[ 8.29563435e-02 -1.61276156e-01 -9.10538392e-02 -5.83043291e-02
3.04663690e-02 -1.57205186e-02 -5.09402030e-02 1.52565856e-01
-8.59843734e-02 -1.04477902e-01]
[ 1.53788953e-01 -1.17852086e-01 -1.36986092e-01 2.52604438e-04
1.44331574e-01 -6.17291309e-02 -5.87646059e-02 -1.46976193e-01
1.33174390e-01 -9.11162655e-02]
[ -1.28170855e-01 1.68415083e-01 2.52304842e-01 -4.00196430e-02
1.93573620e-01 9.81991540e-02 -1.96045379e-02 -2.97356852e-01
-1.37418492e-01 -6.91077222e-02]
[ -3.40869211e-01 1.67130944e-01 1.52595516e-02 -1.14417236e-02
3.79466658e-02 -1.75714110e-01 -1.17905775e-01 2.34946232e-01
-8.61717746e-02 1.09231060e-01]
[ 1.44563201e-01 1.28939142e-01 -2.43144855e-01 -1.03485761e-01
1.00352975e-01 -2.85406650e-01 -5.58508204e-03 -1.66987075e-01
-1.33311035e-02 -1.92650296e-01]
[ 2.12181363e-01 -1.17104056e-01 6.09035012e-02 -2.00409166e-02
-9.53808459e-03 -3.00095655e-02 -5.04627174e-02 -1.36476431e-01
1.10322116e-01 -1.71029148e-01]
[ -9.96451107e-02 8.49099032e-03 1.22567849e-01 1.18416883e-01
-5.55575050e-02 -1.13053615e-01 2.08897383e-01 -7.62907672e-02
1.89378725e-01 7.69094908e-03]
[ 2.50779441e-02 -8.25471715e-02 2.18062603e-01 -2.16149026e-01
5.35241658e-02 1.06421637e-01 -3.76296563e-02 -1.11557692e-01
3.62892737e-02 2.69062219e-01]]
[[ 0.28867706]
[ 0.87260263]
[ 0.15870015]
[ 0.3686278 ]
[-1.40651517]
[-0.21543055]
[-0.94906134]
[-0.03221408]
[ 0.27199933]
[ 0.49326036]]
Progress: 6.5% ... Training loss: 0.530 ... Validation loss: 0.849[[ 1.38990202e-01 2.79982217e-01 -1.27116324e-01 8.48092889e-02
-6.47997896e-01 -5.27268315e-02 -1.27085497e-01 1.28630961e-01
-1.15149669e-01 1.98627391e-01]
[ 2.04785985e-02 1.91299961e-01 -1.71858018e-02 4.61394887e-02
7.46923089e-02 -8.26873214e-03 2.79483000e-01 4.14287704e-02
1.43432347e-01 -1.95604531e-02]
[ 2.31620703e-01 4.83952641e-01 5.02720180e-02 1.98295531e-01
-2.06437248e-01 -9.47308413e-02 -6.61457242e-01 -3.31681522e-02
1.54336502e-01 4.54275675e-01]
[ -6.57780607e-02 -4.39318766e-01 -2.65613763e-01 -6.51119352e-02
3.60916307e-01 1.97447465e-01 3.07603781e-01 5.73264611e-02
-2.81092561e-02 -2.61469348e-02]
[ -3.49188010e-03 2.21250917e-01 -1.48655769e-01 4.66599257e-02
1.06492104e-01 -1.76043434e-01 -2.95712356e-02 -1.19091582e-01
-2.02264070e-01 6.30035157e-02]
[ -3.55613294e-01 -2.66175134e-01 -2.90963935e-01 1.25470487e-01
1.71700083e-01 6.27246619e-02 -1.15085946e-02 -3.32285283e-02
-2.49954217e-02 2.15386653e-02]
[ -3.73883985e-03 -1.13757259e-01 1.03555650e-02 1.05018276e-01
-1.62362436e-01 -7.26807247e-02 1.44099426e-01 -1.87821994e-01
1.82118797e-01 5.44207381e-02]
[ 1.21873452e-01 -1.45753458e-01 3.41671439e-02 -5.82110736e-02
1.23232864e-01 -4.60981344e-02 -3.99672516e-02 1.24205434e-01
6.94989483e-02 9.99175053e-03]
[ -1.42892647e-01 2.08079555e-02 -2.94726354e-01 1.85475523e-02
-1.75072185e-01 5.69831801e-02 -3.30202312e-01 -2.59440851e-02
2.89857673e-01 -7.37212925e-02]
[ 3.47844262e-02 -2.02031126e-01 7.31147388e-02 -7.98815681e-03
1.72850737e-01 -8.08300215e-02 -4.81502179e-04 -9.30077769e-02
-4.40886485e-02 1.29664415e-01]
[ -6.59235177e-02 1.66193508e-01 4.41158752e-03 -1.44650172e-01
-6.70920771e-02 2.11571925e-02 1.68968646e-02 -1.01379799e-01
-1.31063241e-02 -1.02625703e-01]
[ -5.68713637e-02 1.24112617e-01 -4.67534676e-02 5.83321805e-02
1.23139828e-01 7.42478445e-02 -1.62879988e-01 -1.45386740e-02
-1.14777764e-01 -1.25233850e-01]
[ -1.55517551e-01 7.46252512e-03 6.26834706e-02 2.38978096e-02
-1.77628790e-01 -2.20539039e-01 -1.82192829e-01 -1.96914999e-01
8.88733526e-02 1.76561354e-01]
[ -2.05178668e-01 -9.53877882e-02 1.23572482e-01 2.78892365e-01
-1.65461515e-01 -8.53527664e-02 -1.61452069e-01 -2.54356110e-01
-2.01338904e-01 2.25993873e-02]
[ 1.08961250e-01 -4.12151724e-02 -2.24160925e-02 1.00764961e-01
1.48961682e-02 -7.39149995e-02 1.06942429e-01 5.23742587e-03
1.73058999e-02 9.75103587e-03]
[ 2.00530079e-02 -6.26884660e-02 -2.18695086e-01 1.23245519e-01
-1.07066550e-02 1.00667313e-01 -5.48061963e-02 -1.90184309e-02
-1.15993603e-01 -2.65903117e-02]
[ -1.31216136e-01 -5.66651067e-02 -2.08480318e-01 1.45180234e-01
-3.04823622e-02 1.39015654e-01 2.06527639e-02 -2.50315924e-01
5.61533274e-02 -2.11852562e-01]
[ -7.70752106e-02 -4.37949906e-02 2.73441640e-01 9.30232280e-02
1.24473850e-01 -5.77680850e-02 -1.26491988e-01 1.22362662e-01
6.29452376e-02 2.92902637e-02]
[ 7.05461792e-02 6.19267977e-02 9.70098182e-02 1.17913984e-01
-3.45108012e-02 -3.42512139e-02 1.86212629e-01 1.18992410e-01
-1.78132786e-02 -2.79751024e-02]
[ 1.28397565e-02 -1.17820984e-01 -2.86489611e-01 -3.69385543e-02
2.05489921e-01 -9.75189262e-02 1.39736945e-01 1.63357111e-01
1.12924187e-01 -1.42516929e-02]
[ 5.04845453e-02 3.10051754e-02 -1.21307246e-01 3.76015002e-02
-8.57936368e-02 3.29563003e-01 2.33600435e-01 2.06504013e-01
-1.72433707e-01 -5.13213585e-02]
[ 1.06333594e-02 -3.19278370e-03 1.22244447e-01 1.12618054e-01
-4.63976622e-02 1.08062657e-01 -2.29225477e-01 -3.81215422e-02
2.11053978e-01 9.56420075e-02]
[ 1.05672304e-01 8.04092126e-02 -5.10774546e-02 -1.08107547e-01
-1.11377594e-01 -3.28590060e-01 1.00971373e-01 8.65695235e-03
1.39231673e-01 8.79614114e-02]
[ -9.77001997e-02 2.40983263e-02 -1.49460542e-02 2.33664999e-02
1.08684846e-02 -2.02127669e-01 -9.21107098e-02 -1.92234109e-02
1.49296992e-02 1.30520951e-01]
[ -1.28444834e-01 -7.74168387e-03 -1.89918540e-01 1.78402986e-02
-3.16320140e-01 -1.16440763e-02 -6.55220361e-02 -2.21188941e-02
2.04390532e-02 8.80849389e-02]
[ 4.02495873e-02 1.39888612e-01 -3.98175603e-02 -2.83369683e-02
1.98829416e-01 2.34600713e-01 3.09802552e-01 1.12895665e-01
-1.06130288e-01 -2.58560207e-01]
[ 6.90663630e-02 -1.02426182e-01 1.29551970e-02 4.76600238e-02
2.61143304e-01 5.03382137e-02 2.21019983e-01 9.09195886e-02
1.19045816e-01 -2.40365806e-01]
[ 8.27469443e-02 -1.88104083e-01 -7.42745126e-03 -6.70511768e-03
3.40789334e-01 -1.89025060e-02 2.25427279e-01 4.78595263e-02
-2.85210028e-01 -1.00871055e-01]
[ -7.27465652e-02 -3.06229395e-01 3.73894802e-02 -6.90533939e-02
3.32341253e-01 -1.44481594e-01 3.06130669e-01 -8.23054427e-02
3.32458040e-02 2.18393736e-01]
[ -2.05623752e-01 -1.36340025e-01 9.45970032e-02 6.29531190e-02
5.71163737e-01 9.63654183e-02 1.38840310e-01 4.75643360e-02
-5.12736607e-03 -1.32971548e-02]
[ -8.00878048e-02 5.38169071e-02 3.08475831e-01 -7.44914206e-02
1.13552837e-01 -1.12323446e-01 3.06789539e-01 1.38560427e-02
-1.27425416e-01 1.50007044e-01]
[ -6.14947756e-02 -2.59807484e-02 -1.48628838e-01 -8.63629677e-03
1.88564191e-01 -2.65028556e-01 -3.13062099e-02 1.70732868e-01
5.97778249e-02 -1.95536292e-02]
[ 8.56763132e-02 1.55422911e-01 1.50233511e-01 -1.30900403e-01
6.13465869e-02 6.94037317e-02 -5.26978855e-02 2.86429755e-01
4.38691136e-02 1.24899043e-01]
[ 2.62359655e-01 7.51029692e-02 -1.26122381e-01 1.97780636e-01
-5.78630020e-01 -2.34558693e-01 -2.05432610e-01 1.81256832e-01
2.89903716e-01 -1.81860448e-01]
[ 4.28690006e-02 1.32637443e-01 2.49682985e-01 2.44722012e-01
-3.00986130e-02 -1.89528938e-01 -1.54618140e-01 -1.31019810e-01
-1.44069812e-01 -2.93039918e-01]
[ 4.91256801e-02 1.92074456e-02 -1.05078438e-01 -1.75200474e-02
1.34846995e-01 2.77423178e-02 -7.99057993e-02 -1.83881229e-01
6.29396644e-02 2.46557071e-01]
[ -1.03594233e-02 -8.18879046e-02 -7.08465118e-02 -6.61272618e-02
3.64946213e-02 -1.67801461e-01 1.19821383e-01 9.79719727e-03
2.62907502e-02 -5.95883607e-03]
[ 4.24532124e-03 -5.31467890e-03 2.33768854e-01 3.92753045e-02
-1.14666181e-01 -1.18132743e-01 1.92754778e-01 4.00254088e-02
-2.12920928e-01 7.69349915e-02]
[ 3.77701542e-02 -6.40168854e-02 9.25504413e-02 -4.08967396e-02
-8.70358716e-02 8.95267356e-02 1.68848211e-01 -2.71385269e-01
-5.40623094e-02 -1.36669480e-01]
[ -3.79382025e-02 7.53447864e-03 7.22254577e-02 -6.85466882e-02
9.16626610e-02 1.97367555e-01 1.77648636e-01 1.18094386e-01
-5.02598811e-02 1.41282007e-01]
[ 2.28567558e-01 7.20769199e-02 3.33783766e-02 9.24898624e-02
1.47913835e-02 -2.64314012e-02 -1.71794592e-01 1.47420104e-01
-4.55936010e-02 -2.73123195e-03]
[ -2.57953738e-02 -1.99907102e-01 -1.60994373e-02 -5.71929329e-02
-1.01992606e-01 -8.32448954e-02 -1.65091363e-02 4.14234481e-02
4.68239237e-02 9.81517580e-02]
[ -1.22738477e-01 2.24048666e-01 3.85261777e-02 1.85196476e-01
-4.19094586e-01 -2.18549927e-01 -2.85365994e-01 -7.20777177e-02
1.02355270e-01 1.02559513e-01]
[ 4.01609980e-02 2.26668459e-01 -9.28226312e-03 2.20848813e-01
-2.17686333e-01 2.58429045e-03 -1.06639726e-01 1.52925434e-01
4.18861003e-02 3.00748484e-01]
[ 2.02771249e-01 1.42956533e-01 2.14738924e-01 5.21502066e-02
-1.02731217e-01 1.21336305e-01 -3.31960495e-02 1.64468949e-01
1.67865091e-01 -1.89492892e-02]
[ -1.02039379e-01 1.38188942e-01 2.27091387e-01 -2.80220402e-02
1.07509961e-01 1.49888824e-01 -8.23092956e-03 -1.43785082e-02
-6.74370544e-02 5.75575090e-03]
[ -1.04003328e-01 -2.55824898e-02 2.15738943e-02 8.02453784e-02
-1.10876929e-02 1.21830517e-01 2.79251389e-01 2.05775705e-02
-2.84815930e-01 -1.05510162e-01]
[ -1.83886543e-01 8.06070928e-02 -7.57110873e-02 -2.94449675e-01
1.56286606e-02 9.92516506e-02 -5.87008070e-03 1.03201569e-01
-1.70534512e-01 8.59598312e-02]
[ 8.24621082e-02 -1.62814520e-01 -9.13437969e-02 -5.90010822e-02
3.29984088e-02 -1.53303911e-02 -4.93729049e-02 1.52625762e-01
-8.64942737e-02 -1.05341157e-01]
[ 1.53248412e-01 -1.19433170e-01 -1.37251525e-01 -4.34224490e-04
1.47152493e-01 -6.13323076e-02 -5.68951276e-02 -1.46917960e-01
1.32716545e-01 -9.20248078e-02]
[ -1.28771449e-01 1.66533188e-01 2.52005933e-01 -4.07364367e-02
1.96478876e-01 9.86121598e-02 -1.75878973e-02 -2.97297934e-01
-1.37926223e-01 -7.01141274e-02]
[ -3.41627399e-01 1.64433049e-01 1.48217031e-02 -1.24570849e-02
4.18897658e-02 -1.75059799e-01 -1.14865552e-01 2.35032446e-01
-8.68870677e-02 1.07794761e-01]
[ 1.45094336e-01 1.30434879e-01 -2.42848239e-01 -1.02748856e-01
9.79683584e-02 -2.85805398e-01 -7.22992392e-03 -1.67052683e-01
-1.27867054e-02 -1.91754140e-01]
[ 2.12896801e-01 -1.15209724e-01 6.12941870e-02 -1.91618276e-02
-1.17198280e-02 -3.05127311e-02 -5.17342930e-02 -1.36562848e-01
1.10958194e-01 -1.69950787e-01]
[ -9.94518475e-02 9.05209017e-03 1.22673848e-01 1.18653476e-01
-5.63071406e-02 -1.13177506e-01 2.08307340e-01 -7.63116459e-02
1.89560529e-01 7.93795210e-03]
[ 2.48244253e-02 -8.32396171e-02 2.17937781e-01 -2.16461753e-01
5.45704609e-02 1.06597370e-01 -3.67398667e-02 -1.11530386e-01
3.60600219e-02 2.68704377e-01]]
[[ 0.28751651]
[ 0.87207779]
[ 0.15422478]
[ 0.36689381]
[-1.41960152]
[-0.22177886]
[-0.95987594]
[-0.03645259]
[ 0.27054404]
[ 0.48883448]]
Progress: 6.5% ... Training loss: 0.527 ... Validation loss: 0.853[[ 1.39888643e-01 2.81366383e-01 -1.26653479e-01 8.58663677e-02
-6.50418561e-01 -5.33821546e-02 -1.28823276e-01 1.28513564e-01
-1.14277115e-01 2.00024087e-01]
[ 2.04790047e-02 1.91300973e-01 -1.71855863e-02 4.61400075e-02
7.46905602e-02 -8.26905403e-03 2.79481779e-01 4.14287175e-02
1.43432699e-01 -1.95597521e-02]
[ 2.30038940e-01 4.79907083e-01 4.94538830e-02 1.96086960e-01
-1.97757280e-01 -9.34108219e-02 -6.56374604e-01 -3.29651226e-02
1.52821568e-01 4.51660953e-01]
[ -6.47205893e-02 -4.35800067e-01 -2.65037041e-01 -6.35216197e-02
3.53919883e-01 1.96534785e-01 3.02802058e-01 5.71958749e-02
-2.72032395e-02 -2.40506303e-02]
[ -3.38880688e-03 2.21662926e-01 -1.48625773e-01 4.67678536e-02
1.06949971e-01 -1.76124676e-01 -2.93640020e-02 -1.19120339e-01
-2.02071725e-01 6.29160578e-02]
[ -3.55117565e-01 -2.65354950e-01 -2.90698486e-01 1.26190747e-01
1.69215266e-01 6.23021539e-02 -1.28804359e-02 -3.32990701e-02
-2.44887363e-02 2.24074078e-02]
[ -3.73441903e-03 -1.14009091e-01 1.03611403e-02 1.04941481e-01
-1.61020484e-01 -7.26636581e-02 1.44704522e-01 -1.87831473e-01
1.82138632e-01 5.41688751e-02]
[ 1.20966016e-01 -1.48426754e-01 3.36846833e-02 -5.94028439e-02
1.27685137e-01 -4.53785226e-02 -3.71684918e-02 1.24321875e-01
6.86047028e-02 8.70639124e-03]
[ -1.42348083e-01 2.20257421e-02 -2.94435832e-01 1.92078700e-02
-1.77352063e-01 5.65745823e-02 -3.31657433e-01 -2.60147807e-02
2.90377584e-01 -7.28549480e-02]
[ 3.50386054e-02 -2.02898161e-01 7.32425343e-02 -7.81326813e-03
1.73340092e-01 -8.09680865e-02 5.56849621e-05 -9.30423479e-02
-4.38385054e-02 1.29919643e-01]
[ -6.61507338e-02 1.66033601e-01 4.29662423e-03 -1.44895480e-01
-6.60803378e-02 2.13043655e-02 1.72161786e-02 -1.01360210e-01
-1.33301366e-02 -1.02799260e-01]
[ -5.67610491e-02 1.24252399e-01 -4.66872144e-02 5.85146116e-02
1.22668264e-01 7.41443093e-02 -1.63159595e-01 -1.45579668e-02
-1.14651909e-01 -1.25117657e-01]
[ -1.55517551e-01 7.46252512e-03 6.26834706e-02 2.38978096e-02
-1.77628790e-01 -2.20539039e-01 -1.82192829e-01 -1.96914999e-01
8.88733526e-02 1.76561354e-01]
[ -2.05016008e-01 -9.50427664e-02 1.23669866e-01 2.79147336e-01
-1.66475285e-01 -8.55104876e-02 -1.62000072e-01 -2.54380833e-01
-2.01164305e-01 2.28962103e-02]
[ 1.09386979e-01 -4.03896939e-02 -2.21930866e-02 1.01322218e-01
1.28594025e-02 -7.42446467e-02 1.05790338e-01 5.18188445e-03
1.77121376e-02 1.04814944e-02]
[ 1.98576614e-02 -6.33371685e-02 -2.18792757e-01 1.22998344e-01
-9.35644359e-03 1.00789309e-01 -5.41450248e-02 -1.89989313e-02
-1.16158313e-01 -2.69456222e-02]
[ -1.31134105e-01 -5.66744136e-02 -2.08444778e-01 1.45219544e-01
-3.01534581e-02 1.39003031e-01 2.08086360e-02 -2.50329475e-01
5.62265993e-02 -2.11831368e-01]
[ -7.64800167e-02 -4.22540979e-02 2.73759896e-01 9.37851774e-02
1.22070087e-01 -5.82156316e-02 -1.28113938e-01 1.22285217e-01
6.35270768e-02 3.01506360e-02]
[ 6.99347475e-02 6.02358994e-02 9.66926023e-02 1.17150900e-01
-3.17210022e-02 -3.38017078e-02 1.88292987e-01 1.19065295e-01
-1.83705841e-02 -2.89990548e-02]
[ 1.25389584e-02 -1.18584682e-01 -2.86670919e-01 -3.73307481e-02
2.07114987e-01 -9.72871384e-02 1.40444801e-01 1.63397901e-01
1.12607591e-01 -1.45988115e-02]
[ 5.02491777e-02 3.03067847e-02 -1.21428545e-01 3.72812961e-02
-8.47020901e-02 3.29758964e-01 2.34368453e-01 2.06535817e-01
-1.72657361e-01 -5.17139844e-02]
[ 1.03836212e-02 -4.26940188e-03 1.22114628e-01 1.12243061e-01
-4.46442615e-02 1.08269181e-01 -2.28082345e-01 -3.80889931e-02
2.10788633e-01 9.52744817e-02]
[ 1.05744276e-01 8.05819561e-02 -5.10326492e-02 -1.08022014e-01
-1.11876288e-01 -3.28644380e-01 1.00691590e-01 8.64747776e-03
1.39304915e-01 8.80739230e-02]
[ -9.77542641e-02 2.39346632e-02 -1.49729148e-02 2.32979156e-02
1.11216913e-02 -2.02084723e-01 -9.19352453e-02 -1.92163624e-02
1.48769035e-02 1.30426538e-01]
[ -1.27998397e-01 -6.46170214e-03 -1.89684273e-01 1.84195241e-02
-3.18529753e-01 -1.19853663e-02 -6.70351882e-02 -2.21770110e-02
2.08624550e-02 8.88423908e-02]
[ 4.02033752e-02 1.39710841e-01 -3.98442502e-02 -2.83875546e-02
1.99059199e-01 2.34632897e-01 3.09960298e-01 1.12900510e-01
-1.06174731e-01 -2.58630870e-01]
[ 6.85675982e-02 -1.03964792e-01 1.26812843e-02 4.70498295e-02
2.63563222e-01 5.07027677e-02 2.22715368e-01 9.09771985e-02
1.18570813e-01 -2.41209257e-01]
[ 8.21793949e-02 -1.89864317e-01 -7.73346134e-03 -7.47305990e-03
3.43701676e-01 -1.84428922e-02 2.27293696e-01 4.79332602e-02
-2.85762118e-01 -1.01834524e-01]
[ -7.33269781e-02 -3.07951407e-01 3.70741521e-02 -6.98043959e-02
3.35030162e-01 -1.44031465e-01 3.08001696e-01 -8.22305781e-02
3.27097088e-02 2.17509096e-01]
[ -2.05872801e-01 -1.37085724e-01 9.44632193e-02 6.26351573e-02
5.72226838e-01 9.65570711e-02 1.39669429e-01 4.75965862e-02
-5.36290559e-03 -1.37079463e-02]
[ -8.04554072e-02 5.27001604e-02 3.08279870e-01 -7.49663643e-02
1.15382230e-01 -1.12035602e-01 3.08002304e-01 1.39030473e-02
-1.27773667e-01 1.49377394e-01]
[ -6.15597682e-02 -2.62414403e-02 -1.48659030e-01 -8.71481414e-03
1.88910519e-01 -2.64980011e-01 -3.10606744e-02 1.70740662e-01
5.97293778e-02 -1.96641202e-02]
[ 8.55201794e-02 1.54901330e-01 1.50140889e-01 -1.31129270e-01
6.21194898e-02 6.95382950e-02 -5.22468077e-02 2.86451798e-01
4.37126515e-02 1.24681738e-01]
[ 2.63443559e-01 7.83127410e-02 -1.25540289e-01 1.99193792e-01
-5.83616243e-01 -2.35409303e-01 -2.09026358e-01 1.81121582e-01
2.90903113e-01 -1.80024721e-01]
[ 4.29538259e-02 1.32835052e-01 2.49724190e-01 2.44825230e-01
-3.04701568e-02 -1.89606940e-01 -1.54924368e-01 -1.31030504e-01
-1.44000442e-01 -2.92896597e-01]
[ 4.91114599e-02 1.90181705e-02 -1.05081865e-01 -1.75156380e-02
1.34885553e-01 2.77453315e-02 -7.97310333e-02 -1.83887674e-01
6.29403086e-02 2.46550803e-01]
[ -1.05619023e-02 -8.24650288e-02 -7.09469312e-02 -6.63950797e-02
3.72915554e-02 -1.67643475e-01 1.20404244e-01 9.82407242e-03
2.61161623e-02 -6.29684748e-03]
[ 4.00900910e-03 -5.95064747e-03 2.33653645e-01 3.89795943e-02
-1.13638237e-01 -1.17958501e-01 1.93455404e-01 4.00542599e-02
-2.13140345e-01 7.65523796e-02]
[ 3.80610561e-02 -6.30388841e-02 9.26939943e-02 -4.04961676e-02
-8.82767354e-02 8.92854218e-02 1.67844032e-01 -2.71420598e-01
-5.37858316e-02 -1.36201684e-01]
[ -3.77184697e-02 8.27065389e-03 7.23437141e-02 -6.82764657e-02
9.07531985e-02 1.97198866e-01 1.76834948e-01 1.18068203e-01
-5.00608360e-02 1.41673533e-01]
[ 2.28673354e-01 7.23520486e-02 3.34438432e-02 9.26287462e-02
1.42644500e-02 -2.65102619e-02 -1.72052059e-01 1.47404747e-01
-4.54776012e-02 -2.56250500e-03]
[ -2.55523213e-02 -1.99217257e-01 -1.59646864e-02 -5.68592850e-02
-1.03163586e-01 -8.34297164e-02 -1.72342287e-02 4.13900187e-02
4.70615185e-02 9.85539677e-02]
[ -1.22354866e-01 2.24649321e-01 3.87320048e-02 1.85612303e-01
-4.20068773e-01 -2.18772998e-01 -2.86118217e-01 -7.21239069e-02
1.02723273e-01 1.03100971e-01]
[ 4.07949834e-02 2.28157350e-01 -8.94017783e-03 2.21652326e-01
-2.20195918e-01 2.08178908e-03 -1.08128296e-01 1.52840154e-01
4.25047972e-02 3.01752538e-01]
[ 2.03601620e-01 1.45234328e-01 2.15188864e-01 5.31932352e-02
-1.06377984e-01 1.20692928e-01 -3.58932112e-02 1.64359156e-01
1.68623393e-01 -1.75935958e-02]
[ -1.01915688e-01 1.38599946e-01 2.27159060e-01 -2.78594336e-02
1.06818425e-01 1.49791273e-01 -8.64264894e-03 -1.43950826e-02
-6.73212249e-02 5.96434103e-03]
[ -1.04136017e-01 -2.59408560e-02 2.14995740e-02 8.00740355e-02
-1.04681669e-02 1.21932305e-01 2.79705959e-01 2.05946711e-02
-2.84931108e-01 -1.05746779e-01]
[ -1.84471511e-01 7.89307858e-02 -7.60287012e-02 -2.95208156e-01
1.82526673e-02 9.96972646e-02 -4.01927384e-03 1.03274558e-01
-1.71085903e-01 8.50061712e-02]
[ 8.23008988e-02 -1.63286168e-01 -9.14300708e-02 -5.92047884e-02
3.36863771e-02 -1.52077508e-02 -4.88386380e-02 1.52646050e-01
-8.66445441e-02 -1.05614764e-01]
[ 1.53625251e-01 -1.18545661e-01 -1.37051966e-01 5.66539801e-05
1.45520121e-01 -6.16311294e-02 -5.79142591e-02 -1.46968388e-01
1.33074269e-01 -9.14483992e-02]
[ -1.27691838e-01 1.69443570e-01 2.52597099e-01 -3.93586384e-02
1.92157317e-01 9.77807943e-02 -2.07496733e-02 -2.97441721e-01
-1.36924242e-01 -6.83636073e-02]
[ -3.41695178e-01 1.64004146e-01 1.47927462e-02 -1.25900550e-02
4.26801522e-02 -1.74961166e-01 -1.14406066e-01 2.35040716e-01
-8.69517416e-02 1.07687839e-01]
[ 1.44203753e-01 1.27793064e-01 -2.43325810e-01 -1.03902519e-01
1.02260564e-01 -2.85126658e-01 -4.23671188e-03 -1.66940142e-01
-1.36316423e-02 -1.93279474e-01]
[ 2.12472022e-01 -1.16480857e-01 6.10755755e-02 -1.96900203e-02
-1.00557965e-02 -3.02042425e-02 -5.02794667e-02 -1.36517053e-01
1.10579302e-01 -1.70683754e-01]
[ -9.92428842e-02 9.80737504e-03 1.22800967e-01 1.18916747e-01
-5.71528604e-02 -1.13358746e-01 2.07498727e-01 -7.63410835e-02
1.89766813e-01 8.32214882e-03]
[ 2.46794299e-02 -8.43381024e-02 2.17824161e-01 -2.16666863e-01
5.56530193e-02 1.06728508e-01 -3.60809766e-02 -1.11507614e-01
3.59347224e-02 2.68556338e-01]]
[[ 0.28717623]
[ 0.8726991 ]
[ 0.15475605]
[ 0.3709458 ]
[-1.4230846 ]
[-0.2186435 ]
[-0.95830846]
[-0.03537392]
[ 0.27345228]
[ 0.48883371]]
Progress: 6.6% ... Training loss: 0.525 ... Validation loss: 0.850[[ 1.41151930e-01 2.84915852e-01 -1.25838763e-01 8.75983478e-02
-6.55518130e-01 -5.43209309e-02 -1.32266890e-01 1.28329581e-01
-1.12894082e-01 2.02079510e-01]
[ 2.03566193e-02 1.90910720e-01 -1.72570156e-02 4.59669672e-02
7.53338825e-02 -8.17123140e-03 2.79878438e-01 4.14440707e-02
1.43314037e-01 -1.97894117e-02]
[ 2.31806199e-01 4.85213891e-01 5.05871354e-02 1.98639737e-01
-2.07278731e-01 -9.47754430e-02 -6.61249617e-01 -3.32156761e-02
1.54749115e-01 4.54834558e-01]
[ -6.61473757e-02 -4.38939482e-01 -2.65819909e-01 -6.53489050e-02
3.60220413e-01 1.97556048e-01 3.06105189e-01 5.73742741e-02
-2.86659384e-02 -2.62619311e-02]
[ -8.90714678e-04 2.27271112e-01 -1.47287936e-01 4.98994382e-02
9.51900660e-02 -1.77823194e-01 -3.55757063e-02 -1.19419212e-01
-1.99638188e-01 6.65183985e-02]
[ -3.55328497e-01 -2.66156779e-01 -2.90827022e-01 1.25867544e-01
1.70819126e-01 6.24864047e-02 -1.20909540e-02 -3.32732110e-02
-2.46803686e-02 2.19779169e-02]
[ -2.73650948e-03 -1.10678292e-01 1.09554058e-02 1.06266605e-01
-1.65813972e-01 -7.34403379e-02 1.41049679e-01 -1.87963943e-01
1.83108659e-01 5.59650684e-02]
[ 1.21447445e-01 -1.47365035e-01 3.40511830e-02 -5.86182264e-02
1.25220129e-01 -4.57292110e-02 -3.75960849e-02 1.24235813e-01
6.92561322e-02 9.46420589e-03]
[ -1.42300464e-01 2.21048388e-02 -2.94365583e-01 1.93228179e-02
-1.77697606e-01 5.65411134e-02 -3.31636633e-01 -2.60259546e-02
2.90463602e-01 -7.27454217e-02]
[ 3.58894185e-02 -2.00657194e-01 7.38560307e-02 -6.56338941e-03
1.69164477e-01 -8.15968903e-02 -1.57962314e-03 -9.31834714e-02
-4.27599182e-02 1.31342775e-01]
[ -6.55233899e-02 1.68166851e-01 4.66134488e-03 -1.44029856e-01
-6.88108388e-02 2.08176397e-02 1.48567876e-02 -1.01443726e-01
-1.27402703e-02 -1.01640056e-01]
[ -5.69231792e-02 1.23547970e-01 -4.67629530e-02 5.83005966e-02
1.23574201e-01 7.42832524e-02 -1.62437051e-01 -1.45371752e-02
-1.14804521e-01 -1.25465949e-01]
[ -1.55517551e-01 7.46252512e-03 6.26834706e-02 2.38978096e-02
-1.77628790e-01 -2.20539039e-01 -1.82192829e-01 -1.96914999e-01
8.88733526e-02 1.76561354e-01]
[ -2.05121711e-01 -9.53647909e-02 1.23614560e-01 2.79007690e-01
-1.65892007e-01 -8.54303658e-02 -1.61625622e-01 -2.54369028e-01
-2.01243755e-01 2.27015412e-02]
[ 1.09493593e-01 -4.01880492e-02 -2.21390413e-02 1.01439588e-01
1.27307113e-02 -7.43131674e-02 1.05523683e-01 5.16875409e-03
1.78089805e-02 1.06329420e-02]
[ 1.98468548e-02 -6.32669843e-02 -2.18782686e-01 1.23014054e-01
-9.14933773e-03 1.00773124e-01 -5.41927521e-02 -1.90025540e-02
-1.16155630e-01 -2.69010512e-02]
[ -1.31021734e-01 -5.64080982e-02 -2.08376982e-01 1.45343145e-01
-3.05844379e-02 1.38926792e-01 2.05449336e-02 -2.50344111e-01
5.63326982e-02 -2.11673862e-01]
[ -7.54581359e-02 -3.90205820e-02 2.74326251e-01 9.51047774e-02
1.17243903e-01 -5.89886039e-02 -1.31749675e-01 1.22158244e-01
6.44814639e-02 3.18740732e-02]
[ 6.96335397e-02 5.93800196e-02 9.65502763e-02 1.16786656e-01
-3.04699813e-02 -3.35711629e-02 1.89244224e-01 1.19096917e-01
-1.86204520e-02 -2.94412598e-02]
[ 1.28171278e-02 -1.17548758e-01 -2.86455960e-01 -3.68391139e-02
2.05262511e-01 -9.75450382e-02 1.39758951e-01 1.63345774e-01
1.12962409e-01 -1.40892655e-02]
[ 5.06872846e-02 3.14086814e-02 -1.21177916e-01 3.78715450e-02
-8.69825575e-02 3.29423564e-01 2.33231286e-01 2.06479217e-01
-1.72211136e-01 -5.10451130e-02]
[ 1.02697977e-02 -4.93640609e-03 1.22083070e-01 1.12097027e-01
-4.35475642e-02 1.08408289e-01 -2.26986169e-01 -3.80787654e-02
2.10742577e-01 9.50443428e-02]
[ 1.05917527e-01 8.09796379e-02 -5.09312090e-02 -1.07794606e-01
-1.12619540e-01 -3.28737102e-01 1.00237476e-01 8.62695932e-03
1.39470189e-01 8.83634964e-02]
[ -9.78299864e-02 2.38170032e-02 -1.49947464e-02 2.32522982e-02
1.12314641e-02 -2.02054105e-01 -9.18353793e-02 -1.92119128e-02
1.48460758e-02 1.30372663e-01]
[ -1.28205499e-01 -7.13650820e-03 -1.89796069e-01 1.81309798e-02
-3.17515755e-01 -1.18224070e-02 -6.63381199e-02 -2.21513544e-02
2.06581686e-02 8.84523702e-02]
[ 3.99029377e-02 1.38756451e-01 -4.00040554e-02 -2.87971168e-02
2.00549811e-01 2.34872262e-01 3.10994244e-01 1.12939197e-01
-1.06465721e-01 -2.59168006e-01]
[ 6.79953917e-02 -1.05781399e-01 1.23660064e-02 4.62649544e-02
2.66555892e-01 5.11655553e-02 2.24615426e-01 9.10477057e-02
1.18006720e-01 -2.42187744e-01]
[ 8.15225354e-02 -1.91766043e-01 -8.07703962e-03 -8.32655648e-03
3.46736225e-01 -1.79409508e-02 2.29491258e-01 4.80119481e-02
-2.86388323e-01 -1.02921205e-01]
[ -7.35675185e-02 -3.08543381e-01 3.69381201e-02 -7.01364546e-02
3.36194309e-01 -1.43836317e-01 3.08751734e-01 -8.21994547e-02
3.24691233e-02 2.17082901e-01]
[ -2.05952959e-01 -1.37479135e-01 9.44097482e-02 6.25092464e-02
5.72797582e-01 9.66421766e-02 1.40102323e-01 4.76089963e-02
-5.44270686e-03 -1.38829898e-02]
[ -8.11363333e-02 5.06025371e-02 3.07899914e-01 -7.58953553e-02
1.18822913e-01 -1.11496879e-01 3.10280875e-01 1.39886873e-02
-1.28445609e-01 1.48183964e-01]
[ -6.19235591e-02 -2.73619414e-02 -1.48861793e-01 -9.20927255e-03
1.90784126e-01 -2.64696208e-01 -2.98523819e-02 1.70786659e-01
5.94015550e-02 -2.02884462e-02]
[ 8.59043947e-02 1.56077144e-01 1.50347419e-01 -1.30629995e-01
6.03300835e-02 6.92442794e-02 -5.35330124e-02 2.86404698e-01
4.40683782e-02 1.25322008e-01]
[ 2.64252975e-01 8.08110668e-02 -1.25102349e-01 2.00266891e-01
-5.87303367e-01 -2.36025223e-01 -2.11669661e-01 1.81021085e-01
2.91630067e-01 -1.78615663e-01]
[ 4.30233645e-02 1.33056174e-01 2.49768701e-01 2.44931912e-01
-3.08567791e-02 -1.89672114e-01 -1.55193476e-01 -1.31040751e-01
-1.43922295e-01 -2.92767726e-01]
[ 4.88321542e-02 1.83000334e-02 -1.05240568e-01 -1.78967989e-02
1.36117488e-01 2.79660332e-02 -7.90911874e-02 -1.83850014e-01
6.26816093e-02 2.46191821e-01]
[ -1.04309607e-02 -8.21367808e-02 -7.08691310e-02 -6.62074731e-02
3.66440286e-02 -1.67754932e-01 1.19949280e-01 9.80571941e-03
2.62555950e-02 -6.07968171e-03]
[ 3.88107997e-03 -6.27123525e-03 2.33584636e-01 3.88137404e-02
-1.13123204e-01 -1.17863062e-01 1.93840735e-01 4.00693158e-02
-2.13263055e-01 7.63553474e-02]
[ 3.80930475e-02 -6.28961626e-02 9.27203365e-02 -4.04391549e-02
-8.85691069e-02 8.92580529e-02 1.67810928e-01 -2.71427932e-01
-5.37297052e-02 -1.36144262e-01]
[ -3.73809831e-02 9.23976605e-03 7.25434278e-02 -6.78153663e-02
8.91429376e-02 1.96933501e-01 1.75910842e-01 1.18024797e-01
-4.97382741e-02 1.42226290e-01]
[ 2.28916494e-01 7.29473466e-02 3.35829894e-02 9.29730427e-02
1.29974108e-02 -2.67031628e-02 -1.72590806e-01 1.47372148e-01
-4.52336050e-02 -2.18772137e-03]
[ -2.53883743e-02 -1.98512992e-01 -1.58499656e-02 -5.65865250e-02
-1.04205116e-01 -8.35893848e-02 -1.79439740e-02 4.13657247e-02
4.72428205e-02 9.88798920e-02]
[ -1.21478080e-01 2.26666362e-01 3.92479602e-02 1.86784150e-01
-4.23973516e-01 -2.19355056e-01 -2.88142647e-01 -7.22410732e-02
1.03648027e-01 1.04502529e-01]
[ 4.18658974e-02 2.31463485e-01 -8.31576768e-03 2.23086619e-01
-2.25282936e-01 1.24414403e-03 -1.11523484e-01 1.52697455e-01
4.35984634e-02 3.03475953e-01]
[ 2.04168673e-01 1.47101667e-01 2.15534280e-01 5.39968471e-02
-1.09182905e-01 1.20221084e-01 -3.78884127e-02 1.64281157e-01
1.69218266e-01 -1.65563428e-02]
[ -1.01625945e-01 1.39397888e-01 2.27342099e-01 -2.74203553e-02
1.05273112e-01 1.49537670e-01 -9.58581529e-03 -1.44377916e-02
-6.69950488e-02 6.48617018e-03]
[ -1.04163806e-01 -2.60422281e-02 2.14797362e-02 8.00282586e-02
-1.03315542e-02 1.21960158e-01 2.79807210e-01 2.05990578e-02
-2.84966678e-01 -1.05799709e-01]
[ -1.84686894e-01 7.83231413e-02 -7.61472897e-02 -2.95488000e-01
1.93325672e-02 9.98649363e-02 -3.36913268e-03 1.03301632e-01
-1.71288890e-01 8.46670336e-02]
[ 8.21870773e-02 -1.63615769e-01 -9.14860970e-02 -5.93519738e-02
3.42195794e-02 -1.51258540e-02 -4.84714535e-02 1.52659378e-01
-8.67510138e-02 -1.05801648e-01]
[ 1.53965883e-01 -1.17556527e-01 -1.36817035e-01 5.88116400e-04
1.43770619e-01 -6.19071356e-02 -5.85397713e-02 -1.47020965e-01
1.33482816e-01 -9.09365829e-02]
[ -1.27953330e-01 1.68711964e-01 2.52451887e-01 -3.97324453e-02
1.93502671e-01 9.80008258e-02 -2.00186199e-02 -2.97408624e-01
-1.37176913e-01 -6.88032896e-02]
[ -3.42411451e-01 1.61831561e-01 1.44295938e-02 -1.35065178e-02
4.56051502e-02 -1.74413576e-01 -1.12152415e-01 2.35121592e-01
-8.75681215e-02 1.06667367e-01]
[ 1.45890444e-01 1.32530173e-01 -2.42340326e-01 -1.01666606e-01
9.47423914e-02 -2.86369624e-01 -9.21029459e-03 -1.67162229e-01
-1.19785925e-02 -1.90520614e-01]
[ 2.12853166e-01 -1.15197317e-01 6.13263797e-02 -1.91144433e-02
-1.16144619e-02 -3.05577619e-02 -5.13743579e-02 -1.36576125e-01
1.10992104e-01 -1.70056305e-01]
[ -9.92706016e-02 9.76018533e-03 1.22776218e-01 1.18847008e-01
-5.70220031e-02 -1.13294162e-01 2.07495136e-01 -7.63328988e-02
1.89747656e-01 8.33656919e-03]
[ 2.45924725e-02 -8.47267176e-02 2.17788534e-01 -2.16748320e-01
5.60779707e-02 1.06792207e-01 -3.56402584e-02 -1.11499883e-01
3.58643717e-02 2.68337990e-01]]
[[ 0.30496908]
[ 0.89394678]
[ 0.16482198]
[ 0.38629605]
[-1.42242088]
[-0.21343474]
[-0.95712297]
[-0.02566364]
[ 0.2875989 ]
[ 0.50473245]]
Progress: 6.7% ... Training loss: 0.530 ... Validation loss: 0.830[[ 1.41499052e-01 2.85619015e-01 -1.25622049e-01 8.80035552e-02
-6.55227541e-01 -5.45430200e-02 -1.32824373e-01 1.28295339e-01
-1.12458811e-01 2.02578079e-01]
[ 2.02883952e-02 1.90734540e-01 -1.72944478e-02 4.58798420e-02
7.56282851e-02 -8.12341213e-03 2.80084532e-01 4.14498592e-02
1.43256784e-01 -1.99033502e-02]
[ 2.31024531e-01 4.83488896e-01 5.01805871e-02 1.97666414e-01
-2.03158806e-01 -9.43113154e-02 -6.58629872e-01 -3.31482823e-02
1.53992982e-01 4.53972739e-01]
[ -6.66172622e-02 -4.40316906e-01 -2.66123980e-01 -6.59277247e-02
3.60955241e-01 1.97898850e-01 3.07899712e-01 5.74259356e-02
-2.91947499e-02 -2.69068811e-02]
[ 2.55094658e-04 2.29795585e-01 -1.46645356e-01 5.10945252e-02
9.16617792e-02 -1.78474147e-01 -3.92358504e-02 -1.19501367e-01
-1.98607253e-01 6.80107865e-02]
[ -3.55717252e-01 -2.67152417e-01 -2.91011565e-01 1.25407449e-01
1.72359165e-01 6.27292512e-02 -1.10970994e-02 -3.32449017e-02
-2.49929137e-02 2.13066618e-02]
[ -2.18740011e-03 -1.09295748e-01 1.12983039e-02 1.06930223e-01
-1.67441551e-01 -7.37691123e-02 1.39217888e-01 -1.88009524e-01
1.83725316e-01 5.68708790e-02]
[ 1.20257913e-01 -1.50532571e-01 3.34158898e-02 -6.01274832e-02
1.30972843e-01 -4.49400318e-02 -3.38338890e-02 1.24335502e-01
6.81498176e-02 7.66802739e-03]
[ -1.41782426e-01 2.36173312e-02 -2.94075382e-01 1.99725971e-02
-1.79794909e-01 5.61748274e-02 -3.32645961e-01 -2.60690528e-02
2.90889845e-01 -7.19966137e-02]
[ 3.59597800e-02 -2.00404377e-01 7.39813406e-02 -6.50476550e-03
1.69999298e-01 -8.16423723e-02 -1.64403539e-03 -9.31910886e-02
-4.25583861e-02 1.31527812e-01]
[ -6.55361154e-02 1.67996234e-01 4.64367199e-03 -1.44039779e-01
-6.84847930e-02 2.08174342e-02 1.52514492e-02 -1.01442254e-01
-1.27812839e-02 -1.01737472e-01]
[ -5.74919556e-02 1.22197634e-01 -4.70573266e-02 5.75959400e-02
1.25981205e-01 7.46659052e-02 -1.60852369e-01 -1.44917101e-02
-1.15340998e-01 -1.26366385e-01]
[ -1.55517551e-01 7.46252512e-03 6.26834706e-02 2.38978096e-02
-1.77628790e-01 -2.20539039e-01 -1.82192829e-01 -1.96914999e-01
8.88733526e-02 1.76561354e-01]
[ -2.05298405e-01 -9.59017984e-02 1.23526753e-01 2.78798229e-01
-1.65186489e-01 -8.53083341e-02 -1.61065441e-01 -2.54355129e-01
-2.01389647e-01 2.23952258e-02]
[ 1.09679998e-01 -3.95892485e-02 -2.20321072e-02 1.01687225e-01
1.19528299e-02 -7.44637405e-02 1.04879103e-01 5.15182730e-03
1.80034817e-02 1.09302685e-02]
[ 2.01525042e-02 -6.22854973e-02 -2.18602474e-01 1.23410085e-01
-1.04386792e-02 1.00555111e-01 -5.52797378e-02 -1.90296633e-02
-1.15844542e-01 -2.63873758e-02]
[ -1.30865036e-01 -5.61100476e-02 -2.08278493e-01 1.45507403e-01
-3.10511670e-02 1.38839805e-01 1.99761830e-02 -2.50354657e-01
5.64819450e-02 -2.11445420e-01]
[ -7.54238628e-02 -3.89389495e-02 2.74360393e-01 9.51258511e-02
1.17325227e-01 -5.89679449e-02 -1.31868757e-01 1.22154732e-01
6.45478741e-02 3.18881148e-02]
[ 6.91294969e-02 5.80876930e-02 9.62732968e-02 1.16141018e-01
-2.81173464e-02 -3.32337269e-02 1.90688505e-01 1.19140214e-01
-1.90786299e-02 -3.01953790e-02]
[ 1.22225670e-02 -1.19153313e-01 -2.86779515e-01 -3.75941376e-02
2.07915309e-01 -9.71455735e-02 1.41538613e-01 1.63395271e-01
1.12420456e-01 -1.48901790e-02]
[ 5.03892506e-02 3.06168703e-02 -1.21317707e-01 3.75127157e-02
-8.54340094e-02 3.29621155e-01 2.34144182e-01 2.06503121e-01
-1.72489754e-01 -5.15072885e-02]
[ 1.08977739e-02 -3.38878987e-03 1.22437012e-01 1.12915099e-01
-4.58254022e-02 1.07955000e-01 -2.28168110e-01 -3.81343460e-02
2.11324118e-01 9.59732056e-02]
[ 1.05917128e-01 8.10408843e-02 -5.09241045e-02 -1.07801671e-01
-1.12737169e-01 -3.28749644e-01 1.00284658e-01 8.62695758e-03
1.39453020e-01 8.83364203e-02]
[ -9.78182868e-02 2.38998206e-02 -1.49891616e-02 2.32676371e-02
1.11228321e-02 -2.02061950e-01 -9.18800969e-02 -1.92126094e-02
1.48606217e-02 1.30378084e-01]
[ -1.28465609e-01 -7.83059697e-03 -1.89941080e-01 1.77886321e-02
-3.16250657e-01 -1.16333741e-02 -6.55213316e-02 -2.21282603e-02
2.04066862e-02 8.80023858e-02]
[ 3.97414991e-02 1.38268522e-01 -4.00915368e-02 -2.90029495e-02
2.01303470e-01 2.34989954e-01 3.11477536e-01 1.12952703e-01
-1.06620430e-01 -2.59430039e-01]
[ 6.77718309e-02 -1.06418929e-01 1.22477390e-02 4.59868193e-02
2.67579040e-01 5.13218470e-02 2.25331414e-01 9.10664558e-02
1.17808145e-01 -2.42565152e-01]
[ 8.09690729e-02 -1.93205056e-01 -8.38008042e-03 -9.05947665e-03
3.49326070e-01 -1.75510443e-02 2.31116730e-01 4.80605176e-02
-2.86926489e-01 -1.03848220e-01]
[ -7.39288178e-02 -3.09447779e-01 3.67538607e-02 -7.06036979e-02
3.37823282e-01 -1.43575704e-01 3.09762121e-01 -8.21695241e-02
3.21227543e-02 2.16477381e-01]
[ -2.06558869e-01 -1.39111950e-01 9.40824883e-02 6.17301292e-02
5.75469943e-01 9.70695854e-02 1.42006681e-01 4.76606712e-02
-5.98887463e-03 -1.48659510e-02]
[ -8.21961330e-02 4.75068050e-02 3.07336756e-01 -7.72765500e-02
1.23571971e-01 -1.10753090e-01 3.13566445e-01 1.40782697e-02
-1.29453002e-01 1.46541208e-01]
[ -6.21647178e-02 -2.80458357e-02 -1.48987115e-01 -9.51502895e-03
1.91845488e-01 -2.64542437e-01 -2.91838438e-02 1.70806384e-01
5.91767378e-02 -2.06518704e-02]
[ 8.61672709e-02 1.56842176e-01 1.50494414e-01 -1.30286630e-01
5.91301108e-02 6.90622188e-02 -5.43416452e-02 2.86382466e-01
4.43209921e-02 1.25741570e-01]
[ 2.64583948e-01 8.18277960e-02 -1.24910261e-01 2.00661374e-01
-5.88393654e-01 -2.36235458e-01 -2.12717577e-01 1.80994464e-01
2.91932513e-01 -1.78076208e-01]
[ 4.33557115e-02 1.34041497e-01 2.49955174e-01 2.45371902e-01
-3.24633055e-02 -1.89908398e-01 -1.56239398e-01 -1.31068613e-01
-1.43600985e-01 -2.92232923e-01]
[ 4.85637018e-02 1.75705641e-02 -1.05376017e-01 -1.82309488e-02
1.37305855e-01 2.81493540e-02 -7.83411407e-02 -1.83827332e-01
6.24615179e-02 2.45824698e-01]
[ -1.04921909e-02 -8.22882741e-02 -7.09029656e-02 -6.62887181e-02
3.68844930e-02 -1.67715212e-01 1.20125852e-01 9.81229064e-03
2.61984900e-02 -6.17910904e-03]
[ 4.01108655e-03 -5.88599389e-03 2.33654190e-01 3.89777548e-02
-1.13727737e-01 -1.17955603e-01 1.93498107e-01 4.00580818e-02
-2.13164606e-01 7.65629765e-02]
[ 3.81973795e-02 -6.24804329e-02 9.27835512e-02 -4.02495235e-02
-8.91822602e-02 8.91569282e-02 1.67462813e-01 -2.71441352e-01
-5.35977276e-02 -1.35920719e-01]
[ -3.70812338e-02 1.01956346e-02 7.26925131e-02 -6.74632095e-02
8.81891819e-02 1.96717390e-01 1.75083080e-01 1.18002772e-01
-4.95062163e-02 1.42706150e-01]
[ 2.29161450e-01 7.35348746e-02 3.37249005e-02 9.33176630e-02
1.20609852e-02 -2.68849149e-02 -1.73258887e-01 1.47347463e-01
-4.49512619e-02 -1.84322107e-03]
[ -2.54825630e-02 -1.98728255e-01 -1.58980644e-02 -5.67042956e-02
-1.03741756e-01 -8.35291430e-02 -1.76737115e-02 4.13739569e-02
4.71463095e-02 9.87624186e-02]
[ -1.21228683e-01 2.27381201e-01 3.93741179e-02 1.87102948e-01
-4.25160406e-01 -2.19531317e-01 -2.88896711e-01 -7.22606494e-02
1.03886331e-01 1.04890588e-01]
[ 4.30003991e-02 2.34072888e-01 -7.69223969e-03 2.24468200e-01
-2.29593614e-01 5.13885543e-04 -1.14609199e-01 1.52601079e-01
4.46764771e-02 3.05144815e-01]
[ 2.04665418e-01 1.48552046e-01 2.15815379e-01 5.46406784e-02
-1.11517356e-01 1.19857225e-01 -3.93875357e-02 1.64238700e-01
1.69707773e-01 -1.57199863e-02]
[ -1.01699859e-01 1.39330607e-01 2.27308570e-01 -2.74893727e-02
1.05615029e-01 1.49576421e-01 -9.33282026e-03 -1.44323491e-02
-6.70550343e-02 6.40562764e-03]
[ -1.04175166e-01 -2.60909962e-02 2.14732848e-02 8.00181312e-02
-1.03003207e-02 1.21971046e-01 2.79849232e-01 2.05995535e-02
-2.84966397e-01 -1.05824378e-01]
[ -1.85084799e-01 7.72432289e-02 -7.63627255e-02 -2.95990887e-01
2.11100749e-02 1.00129351e-01 -2.15354348e-03 1.03334778e-01
-1.71669334e-01 8.40227615e-02]
[ 8.22037347e-02 -1.63596481e-01 -9.14713513e-02 -5.93150042e-02
3.41028680e-02 -1.51452156e-02 -4.85296572e-02 1.52656876e-01
-8.67239399e-02 -1.05762466e-01]
[ 1.54464788e-01 -1.16322197e-01 -1.36540999e-01 1.23585208e-03
1.41887120e-01 -6.22615507e-02 -5.94887824e-02 -1.47063539e-01
1.33931100e-01 -9.02289779e-02]
[ -1.27724882e-01 1.69599572e-01 2.52574839e-01 -3.94663464e-02
1.92705373e-01 9.78429784e-02 -2.07322059e-02 -2.97426929e-01
-1.36988307e-01 -6.84726543e-02]
[ -3.42873045e-01 1.60790651e-01 1.41968807e-02 -1.40575005e-02
4.76675145e-02 -1.74136801e-01 -1.11071382e-01 2.35158456e-01
-8.79727044e-02 1.06088551e-01]
[ 1.45341973e-01 1.31133556e-01 -2.42634505e-01 -1.02391836e-01
9.72974675e-02 -2.85986064e-01 -7.58599013e-03 -1.67113579e-01
-1.25044007e-02 -1.91434264e-01]
[ 2.13068315e-01 -1.14777981e-01 6.14824688e-02 -1.88473833e-02
-1.24454154e-02 -3.06682936e-02 -5.20026951e-02 -1.36599677e-01
1.11227242e-01 -1.69695233e-01]
[ -1.00012926e-01 7.74874980e-03 1.22393144e-01 1.17904003e-01
-5.36766759e-02 -1.12790636e-01 2.09708878e-01 -7.62701583e-02
1.89122202e-01 7.19167317e-03]
[ 2.48912187e-02 -8.40871663e-02 2.17956686e-01 -2.16365951e-01
5.51948246e-02 1.06588107e-01 -3.63534722e-02 -1.11524387e-01
3.61722306e-02 2.68763226e-01]]
[[ 0.30431783]
[ 0.89383471]
[ 0.16215956]
[ 0.38543894]
[-1.43176152]
[-0.21575057]
[-0.96396145]
[-0.03017466]
[ 0.28617099]
[ 0.50202102]]
Progress: 6.7% ... Training loss: 0.526 ... Validation loss: 0.831[[ 1.41583895e-01 2.85096088e-01 -1.25606703e-01 8.80938867e-02
-6.55133847e-01 -5.45824553e-02 -1.33081482e-01 1.28288684e-01
-1.12366434e-01 2.02666566e-01]
[ 2.02447718e-02 1.90448620e-01 -1.73107255e-02 4.58535994e-02
7.56314270e-02 -8.08327308e-03 2.80298946e-01 4.14532779e-02
1.43247268e-01 -2.00243360e-02]
[ 2.28979528e-01 4.77800744e-01 4.89640498e-02 1.94758553e-01
-1.93158163e-01 -9.27153859e-02 -6.52968984e-01 -3.29191937e-02
1.51813027e-01 4.50578198e-01]
[ -6.55251076e-02 -4.37496637e-01 -2.65377140e-01 -6.43001992e-02
3.54765779e-01 1.97068530e-01 3.04805986e-01 5.72976303e-02
-2.79798887e-02 -2.48878299e-02]
[ -3.13238906e-04 2.27838612e-01 -1.46975773e-01 5.02350468e-02
9.49243270e-02 -1.78068396e-01 -3.72955013e-02 -1.19448325e-01
-1.99185591e-01 6.66823630e-02]
[ -3.55884220e-01 -2.68289357e-01 -2.91075393e-01 1.25292328e-01
1.73249351e-01 6.27770775e-02 -1.04240383e-02 -3.32367659e-02
-2.50498045e-02 2.11233385e-02]
[ -1.79322812e-03 -1.08382087e-01 1.14951320e-02 1.07448661e-01
-1.68938219e-01 -7.40158441e-02 1.37986835e-01 -1.88053157e-01
1.84129432e-01 5.73014171e-02]
[ 1.18459299e-01 -1.55886357e-01 3.24198596e-02 -6.25300597e-02
1.39391661e-01 -4.36323596e-02 -2.85244579e-02 1.24521766e-01
6.63786425e-02 4.83461817e-03]
[ -1.41560368e-01 2.40989639e-02 -2.93939028e-01 2.02611680e-02
-1.80906675e-01 5.60133482e-02 -3.33314542e-01 -2.60950245e-02
2.91117478e-01 -7.16044431e-02]
[ 3.49385874e-02 -2.03839350e-01 7.33867997e-02 -7.83057576e-03
1.74669650e-01 -8.09203453e-02 1.12726199e-03 -9.30895668e-02
-4.34998524e-02 1.29934724e-01]
[ -6.59221688e-02 1.66230489e-01 4.46217070e-03 -1.44527386e-01
-6.61946082e-02 2.10951364e-02 1.67406361e-02 -1.01411127e-01
-1.31099759e-02 -1.02448436e-01]
[ -5.74340628e-02 1.22302918e-01 -4.70079614e-02 5.76986691e-02
1.25721238e-01 7.46134636e-02 -1.61029995e-01 -1.44995647e-02
-1.15267157e-01 -1.26256358e-01]
[ -1.55517551e-01 7.46252512e-03 6.26834706e-02 2.38978096e-02
-1.77628790e-01 -2.20539039e-01 -1.82192829e-01 -1.96914999e-01
8.88733526e-02 1.76561354e-01]
[ -2.05300345e-01 -9.60276406e-02 1.23555389e-01 2.78901943e-01
-1.65413602e-01 -8.53697612e-02 -1.61154756e-01 -2.54362250e-01
-2.01311900e-01 2.24830824e-02]
[ 1.09716897e-01 -3.97189713e-02 -2.20169651e-02 1.01765420e-01
1.19245657e-02 -7.45177523e-02 1.04861386e-01 5.14673829e-03
1.80538229e-02 1.10062180e-02]
[ 2.00911472e-02 -6.27743204e-02 -2.18635455e-01 1.23296706e-01
-9.89065916e-03 1.00615992e-01 -5.49612498e-02 -1.90238229e-02
-1.15893386e-01 -2.65013604e-02]
[ -1.31078203e-01 -5.67228917e-02 -2.08391805e-01 1.45238477e-01
-3.00757595e-02 1.38986067e-01 2.06402391e-02 -2.50336763e-01
5.62775396e-02 -2.11795370e-01]
[ -7.54349020e-02 -3.89557915e-02 2.74349521e-01 9.51132416e-02
1.17357125e-01 -5.89466196e-02 -1.31762940e-01 1.22156912e-01
6.45426425e-02 3.18157280e-02]
[ 6.93647130e-02 5.84481399e-02 9.63551719e-02 1.16362903e-01
-2.85807579e-02 -3.33467092e-02 1.89782982e-01 1.19121858e-01
-1.88885547e-02 -2.99889255e-02]
[ 1.17894505e-02 -1.20428627e-01 -2.86992779e-01 -3.81089596e-02
2.09767939e-01 -9.68682011e-02 1.42831556e-01 1.63436066e-01
1.12032200e-01 -1.54369650e-02]
[ 4.96680483e-02 2.85015297e-02 -1.21717381e-01 3.65496536e-02
-8.20076385e-02 3.30157976e-01 2.36319894e-01 2.06576610e-01
-1.73206388e-01 -5.26989621e-02]
[ 1.04609326e-02 -4.66535548e-03 1.22199788e-01 1.12338814e-01
-4.39634090e-02 1.08273767e-01 -2.26847952e-01 -3.80896520e-02
2.10914402e-01 9.52320285e-02]
[ 1.05799768e-01 8.07396845e-02 -5.09881886e-02 -1.07952108e-01
-1.12210405e-01 -3.28675618e-01 1.00628101e-01 8.63714537e-03
1.39343508e-01 8.81455602e-02]
[ -9.75916135e-02 2.44836710e-02 -1.48644755e-02 2.35591292e-02
1.00598432e-02 -2.02225470e-01 -9.25449114e-02 -1.92358946e-02
1.50709216e-02 1.30747139e-01]
[ -1.28317729e-01 -7.52783224e-03 -1.89846687e-01 1.79821794e-02
-3.16991393e-01 -1.17296007e-02 -6.59817217e-02 -2.21446945e-02
2.05645067e-02 8.82758651e-02]
[ 3.94270889e-02 1.37357329e-01 -4.02589517e-02 -2.94035681e-02
2.02701258e-01 2.35209560e-01 3.12465664e-01 1.12982676e-01
-1.06904256e-01 -2.59932245e-01]
[ 6.74338715e-02 -1.07447092e-01 1.20712478e-02 4.55636694e-02
2.69053982e-01 5.15588895e-02 2.26452126e-01 9.10962492e-02
1.17496417e-01 -2.43117733e-01]
[ 8.01186143e-02 -1.95590923e-01 -8.82209305e-03 -1.01569678e-02
3.53299377e-01 -1.69513518e-02 2.33798899e-01 4.81433189e-02
-2.87721890e-01 -1.05263411e-01]
[ -7.41763046e-02 -3.10165449e-01 3.66166077e-02 -7.09256935e-02
3.39015618e-01 -1.43395095e-01 3.10563343e-01 -8.21442771e-02
3.18918872e-02 2.16148511e-01]
[ -2.07334207e-01 -1.41367102e-01 9.36692218e-02 6.07327742e-02
5.78877783e-01 9.76183829e-02 1.44436987e-01 4.77375874e-02
-6.71127951e-03 -1.61306462e-02]
[ -8.23136272e-02 4.71601682e-02 3.07273578e-01 -7.74270745e-02
1.24118305e-01 -1.10668759e-01 3.13943034e-01 1.40899975e-02
-1.29564899e-01 1.46367912e-01]
[ -6.21509044e-02 -2.81145870e-02 -1.48963033e-01 -9.45508180e-03
1.91657402e-01 -2.64584212e-01 -2.92113506e-02 1.70801064e-01
5.92326037e-02 -2.06151717e-02]
[ 8.65223907e-02 1.57752513e-01 1.50704879e-01 -1.29786753e-01
5.72706049e-02 6.87984578e-02 -5.55204184e-02 2.86342832e-01
4.46912772e-02 1.26402649e-01]
[ 2.64617092e-01 8.19471816e-02 -1.24883533e-01 2.00706706e-01
-5.88682794e-01 -2.36247886e-01 -2.12826563e-01 1.80991777e-01
2.91981342e-01 -1.78008025e-01]
[ 4.31170870e-02 1.33335765e-01 2.49841434e-01 2.45089452e-01
-3.12717298e-02 -1.89749628e-01 -1.55740700e-01 -1.31045733e-01
-1.43822471e-01 -2.92594513e-01]
[ 4.84944350e-02 1.71960146e-02 -1.05486304e-01 -1.84274946e-02
1.38030076e-01 2.82396674e-02 -7.82260434e-02 -1.83809483e-01
6.22943399e-02 2.45664261e-01]
[ -1.02477959e-02 -8.16375033e-02 -7.07736196e-02 -6.59744519e-02
3.58382355e-02 -1.67865668e-01 1.19385397e-01 9.78647581e-03
2.64374959e-02 -5.87519879e-03]
[ 4.36740225e-03 -4.84143118e-03 2.33826112e-01 3.94254157e-02
-1.15031179e-01 -1.18207797e-01 1.92164500e-01 4.00238436e-02
-2.12837464e-01 7.71190578e-02]
[ 3.82716595e-02 -6.22628642e-02 9.28255230e-02 -4.01491343e-02
-8.95278905e-02 8.91008100e-02 1.67225054e-01 -2.71448474e-01
-5.35303763e-02 -1.35789849e-01]
[ -3.72956680e-02 9.56956794e-03 7.25757933e-02 -6.77522631e-02
8.91705016e-02 1.96879433e-01 1.75674164e-01 1.18025555e-01
-4.97148942e-02 1.42362646e-01]
[ 2.29031932e-01 7.32126353e-02 3.36555997e-02 9.31730547e-02
1.26669532e-02 -2.68051633e-02 -1.72917992e-01 1.47360169e-01
-4.50743168e-02 -2.03680140e-03]
[ -2.51867953e-02 -1.97838010e-01 -1.57368706e-02 -5.63022772e-02
-1.05168497e-01 -8.37589342e-02 -1.86405319e-02 4.13423902e-02
4.74377118e-02 9.92777114e-02]
[ -1.21180121e-01 2.27517354e-01 3.94023094e-02 1.87161980e-01
-4.25373373e-01 -2.19573210e-01 -2.89053598e-01 -7.22650720e-02
1.03939605e-01 1.04973864e-01]
[ 4.33037359e-02 2.34563641e-01 -7.53670141e-03 2.24818330e-01
-2.30653076e-01 3.13199126e-04 -1.15323345e-01 1.52571254e-01
4.49538426e-02 3.05572993e-01]
[ 2.05055738e-01 1.49480888e-01 2.16036816e-01 5.51822415e-02
-1.13361082e-01 1.19555810e-01 -4.03630431e-02 1.64194996e-01
1.70109914e-01 -1.51253192e-02]
[ -1.01656646e-01 1.39456579e-01 2.27332029e-01 -2.74346136e-02
1.05416149e-01 1.49545208e-01 -9.47238441e-03 -1.44366428e-02
-6.70147028e-02 6.47527463e-03]
[ -1.04221578e-01 -2.62617671e-02 2.14510231e-02 7.99625358e-02
-1.00850963e-02 1.22000712e-01 2.80017833e-01 2.06038024e-02
-2.85002345e-01 -1.05912811e-01]
[ -1.85052022e-01 7.71776219e-02 -7.63424253e-02 -2.95941626e-01
2.09007533e-02 1.00115443e-01 -2.25308942e-03 1.03330506e-01
-1.71624269e-01 8.41099792e-02]
[ 8.20047392e-02 -1.64228106e-01 -9.15807375e-02 -5.95905394e-02
3.50757402e-02 -1.49929088e-02 -4.78807386e-02 1.52677646e-01
-8.69258470e-02 -1.06107208e-01]
[ 1.54566337e-01 -1.16254228e-01 -1.36490864e-01 1.35291141e-03
1.41448574e-01 -6.23336781e-02 -5.96157049e-02 -1.47072280e-01
1.34019874e-01 -9.00953076e-02]
[ -1.27618307e-01 1.69607586e-01 2.52648266e-01 -3.92832314e-02
1.91957679e-01 9.77401554e-02 -2.09270626e-02 -2.97445326e-01
-1.36827023e-01 -6.82883327e-02]
[ -3.43086832e-01 1.60306801e-01 1.41080989e-02 -1.42526789e-02
4.82289607e-02 -1.74049202e-01 -1.10747653e-01 2.35172899e-01
-8.81293762e-02 1.05889389e-01]
[ 1.44689226e-01 1.29194656e-01 -2.42974217e-01 -1.03228343e-01
1.00324427e-01 -2.85538297e-01 -5.52290772e-03 -1.67049006e-01
-1.31094387e-02 -1.92528634e-01]
[ 2.12551886e-01 -1.16760389e-01 6.11585851e-02 -1.96462464e-02
-9.73579477e-03 -3.02172063e-02 -5.03665088e-02 -1.36539781e-01
1.10679326e-01 -1.70570045e-01]
[ -1.00122370e-01 7.35857374e-03 1.22343400e-01 1.17784001e-01
-5.30573931e-02 -1.12727240e-01 2.10050314e-01 -7.62607314e-02
1.89029142e-01 7.00289465e-03]
[ 2.48261504e-02 -8.44632464e-02 2.17908569e-01 -2.16426264e-01
5.61643263e-02 1.06660495e-01 -3.63132692e-02 -1.11520794e-01
3.61285404e-02 2.68608333e-01]]
[[ 0.29252154]
[ 0.88224713]
[ 0.1526616 ]
[ 0.37537733]
[-1.44375222]
[-0.22298608]
[-0.96910522]
[-0.03869505]
[ 0.2774409 ]
[ 0.49137296]]
Progress: 6.8% ... Training loss: 0.521 ... Validation loss: 0.843[[ 1.43112753e-01 2.88992546e-01 -1.24737481e-01 9.00888557e-02
-6.60681521e-01 -5.57961363e-02 -1.37182971e-01 1.28065235e-01
-1.10770533e-01 2.04889739e-01]
[ 2.01883331e-02 1.90291730e-01 -1.73385486e-02 4.57848584e-02
7.58979901e-02 -8.03999173e-03 2.80463494e-01 4.14606552e-02
1.43193781e-01 -2.01199674e-02]
[ 2.30437828e-01 4.81890144e-01 4.97653105e-02 1.96572035e-01
-1.98646399e-01 -9.39447051e-02 -6.57454392e-01 -3.31192458e-02
1.53301591e-01 4.52521924e-01]
[ -6.65782275e-02 -4.40396921e-01 -2.65952959e-01 -6.56055209e-02
3.58270198e-01 1.97908849e-01 3.07845711e-01 5.74432402e-02
-2.89982068e-02 -2.63010315e-02]
[ -2.16750344e-04 2.27921584e-01 -1.46934876e-01 5.03794709e-02
9.47748943e-02 -1.78127890e-01 -3.74297771e-02 -1.19462103e-01
-1.99031499e-01 6.66172864e-02]
[ -3.55745580e-01 -2.68165366e-01 -2.91021000e-01 1.25477647e-01
1.72765680e-01 6.26694395e-02 -1.06694034e-02 -3.32541544e-02
-2.49222039e-02 2.13331159e-02]
[ -1.90984416e-03 -1.08931432e-01 1.14579911e-02 1.07223177e-01
-1.66844963e-01 -7.39496009e-02 1.38576241e-01 -1.88045445e-01
1.84025224e-01 5.69482792e-02]
[ 1.19144907e-01 -1.54128078e-01 3.28331283e-02 -6.15399950e-02
1.36463879e-01 -4.42203510e-02 -3.03708385e-02 1.24413832e-01
6.71774006e-02 5.79776306e-03]
[ -1.41717319e-01 2.36211911e-02 -2.94025971e-01 2.00317119e-02
-1.80001707e-01 5.61470891e-02 -3.32680467e-01 -2.60711209e-02
2.90934685e-01 -7.19005454e-02]
[ 3.65637735e-02 -1.99759724e-01 7.43128241e-02 -5.68709188e-03
1.68541808e-01 -8.22479104e-02 -3.35175439e-03 -9.33283517e-02
-4.18133111e-02 1.32350222e-01]
[ -6.64275057e-02 1.64684360e-01 4.18330270e-03 -1.45226924e-01
-6.33147904e-02 2.14969796e-02 1.84238207e-02 -1.01339857e-01
-1.36170009e-02 -1.03362047e-01]
[ -5.80032300e-02 1.20624574e-01 -4.73115404e-02 5.69751670e-02
1.28556034e-01 7.50435402e-02 -1.59102428e-01 -1.44257566e-02
-1.15807315e-01 -1.27234563e-01]
[ -1.55517551e-01 7.46252512e-03 6.26834706e-02 2.38978096e-02
-1.77628790e-01 -2.20539039e-01 -1.82192829e-01 -1.96914999e-01
8.88733526e-02 1.76561354e-01]
[ -2.05515979e-01 -9.67130482e-02 1.23443435e-01 2.78640898e-01
-1.64353365e-01 -8.52146664e-02 -1.60429697e-01 -2.54333470e-01
-2.01504340e-01 2.21138518e-02]
[ 1.09930250e-01 -3.92977697e-02 -2.19100821e-02 1.02042509e-01
1.08648479e-02 -7.46800317e-02 1.04293907e-01 5.11774958e-03
1.82645010e-02 1.13791370e-02]
[ 2.11578971e-02 -5.97932155e-02 -2.18064068e-01 1.24611436e-01
-1.39167506e-02 9.97896671e-02 -5.83254148e-02 -1.91704969e-02
-1.14876108e-01 -2.48646866e-02]
[ -1.31614646e-01 -5.84683523e-02 -2.08666164e-01 1.44528359e-01
-2.70459628e-02 1.39404174e-01 2.25860548e-02 -2.50269831e-01
5.57656993e-02 -2.12697440e-01]
[ -7.55391568e-02 -3.92126586e-02 2.74282020e-01 9.49752881e-02
1.18001740e-01 -5.88823838e-02 -1.31479038e-01 1.22172657e-01
6.44298354e-02 3.15972705e-02]
[ 6.93898817e-02 5.84490983e-02 9.63780672e-02 1.16449596e-01
-2.87634672e-02 -3.33901701e-02 1.89827469e-01 1.19112749e-01
-1.88228749e-02 -3.00089632e-02]
[ 1.17295732e-02 -1.20954714e-01 -2.87064898e-01 -3.83047367e-02
2.10368962e-01 -9.67740048e-02 1.43185500e-01 1.63454842e-01
1.11924144e-01 -1.56209172e-02]
[ 4.99296257e-02 2.92713859e-02 -1.21522176e-01 3.69893098e-02
-8.32708560e-02 3.29877885e-01 2.35666980e-01 2.06527808e-01
-1.72842880e-01 -5.23880688e-02]
[ 1.06423334e-02 -3.92741595e-03 1.22328932e-01 1.12644078e-01
-4.47242616e-02 1.08127683e-01 -2.27534221e-01 -3.81214472e-02
2.11130466e-01 9.56510787e-02]
[ 1.05467043e-01 7.97336540e-02 -5.11630528e-02 -1.08387415e-01
-1.10609873e-01 -3.28416914e-01 1.01699816e-01 8.68136132e-03
1.39030579e-01 8.75768959e-02]
[ -9.74222466e-02 2.50010137e-02 -1.47790983e-02 2.37610824e-02
9.38435084e-03 -2.02346363e-01 -9.29909023e-02 -1.92552699e-02
1.51950790e-02 1.31011355e-01]
[ -1.28435729e-01 -7.88123071e-03 -1.89913203e-01 1.78174377e-02
-3.16372744e-01 -1.16364499e-02 -6.55580903e-02 -2.21281054e-02
2.04445712e-02 8.80582081e-02]
[ 3.93547528e-02 1.37029182e-01 -4.02906511e-02 -2.94841770e-02
2.03112283e-01 2.35263454e-01 3.12745036e-01 1.12989832e-01
-1.06960189e-01 -2.60057602e-01]
[ 6.71752137e-02 -1.08295097e-01 1.19218689e-02 4.52216376e-02
2.70462372e-01 5.17654759e-02 2.27369337e-01 9.11321360e-02
1.17237406e-01 -2.43591191e-01]
[ 7.98703048e-02 -1.96345535e-01 -8.94992617e-03 -1.04741281e-02
3.54445573e-01 -1.67694673e-02 2.34623110e-01 4.81757881e-02
-2.87941997e-01 -1.05679604e-01]
[ -7.43235847e-02 -3.10547307e-01 3.65401550e-02 -7.11196351e-02
3.39620582e-01 -1.43283219e-01 3.11030225e-01 -8.21249644e-02
3.17514955e-02 2.15903308e-01]
[ -2.08112794e-01 -1.43669814e-01 9.32678153e-02 5.97248447e-02
5.82550031e-01 9.82213647e-02 1.46999725e-01 4.78408356e-02
-7.45117619e-03 -1.74367955e-02]
[ -8.26080236e-02 4.63331559e-02 3.07117204e-01 -7.78161619e-02
1.25502443e-01 -1.10438532e-01 3.14849681e-01 1.41292620e-02
-1.29843978e-01 1.45859497e-01]
[ -6.23889619e-02 -2.88221694e-02 -1.49087099e-01 -9.76733112e-03
1.92839257e-01 -2.64400627e-01 -2.83982469e-02 1.70833588e-01
5.90019706e-02 -2.10299121e-02]
[ 8.67767970e-02 1.58449148e-01 1.50830063e-01 -1.29464659e-01
5.60985597e-02 6.86027898e-02 -5.62705744e-02 2.86309594e-01
4.49243979e-02 1.26804123e-01]
[ 2.64691085e-01 8.22579781e-02 -1.24834118e-01 2.00819756e-01
-5.88758389e-01 -2.36298605e-01 -2.13153430e-01 1.80979515e-01
2.92080177e-01 -1.77784250e-01]
[ 4.28169101e-02 1.32474865e-01 2.49692172e-01 2.44715649e-01
-2.98308175e-02 -1.89528387e-01 -1.54793500e-01 -1.31009770e-01
-1.44109222e-01 -2.93082334e-01]
[ 4.86126025e-02 1.73829796e-02 -1.05426497e-01 -1.82820645e-02
1.37536813e-01 2.81520097e-02 -7.85627002e-02 -1.83824863e-01
6.24035745e-02 2.45857053e-01]
[ -1.04775238e-02 -8.22672854e-02 -7.09000856e-02 -6.62900442e-02
3.69723073e-02 -1.67688349e-01 1.20043070e-01 9.81916326e-03
2.62056662e-02 -6.22556117e-03]
[ 4.63145891e-03 -4.01599599e-03 2.33939827e-01 3.96964239e-02
-1.16028818e-01 -1.18392171e-01 1.91154599e-01 3.99955374e-02
-2.12644092e-01 7.75599405e-02]
[ 3.85001530e-02 -6.15538958e-02 9.29465939e-02 -3.98445753e-02
-9.06859973e-02 8.89197808e-02 1.66523532e-01 -2.71478614e-01
-5.33180525e-02 -1.35396462e-01]
[ -3.71340847e-02 9.97334610e-03 7.26671292e-02 -6.74959072e-02
8.83206532e-02 1.96730546e-01 1.75238314e-01 1.17997994e-01
-4.95241762e-02 1.42559057e-01]
[ 2.28667168e-01 7.22529230e-02 3.34558366e-02 9.27107381e-02
1.44334766e-02 -2.65542384e-02 -1.71890080e-01 1.47410951e-01
-4.54208377e-02 -2.64084977e-03]
[ -2.47809775e-02 -1.96727605e-01 -1.55115332e-02 -5.57478876e-02
-1.06665122e-01 -8.40771067e-02 -1.97120901e-02 4.12864916e-02
4.78506245e-02 9.98625275e-02]
[ -1.20521815e-01 2.29120485e-01 3.97549161e-02 1.87996114e-01
-4.28377858e-01 -2.20032012e-01 -2.90652575e-01 -7.23530534e-02
1.04560096e-01 1.05932554e-01]
[ 4.42637458e-02 2.37122524e-01 -6.99529810e-03 2.26042055e-01
-2.34581091e-01 -4.74159131e-04 -1.18069491e-01 1.52432389e-01
4.59413826e-02 3.06961372e-01]
[ 2.05708381e-01 1.51488841e-01 2.16404614e-01 5.60800093e-02
-1.16373255e-01 1.19025608e-01 -4.25655576e-02 1.64100857e-01
1.70765021e-01 -1.39678356e-02]
[ -1.01491133e-01 1.39994089e-01 2.27419942e-01 -2.72244436e-02
1.04642214e-01 1.49417653e-01 -1.00201181e-02 -1.44584684e-02
-6.68573926e-02 6.74054880e-03]
[ -1.04142060e-01 -2.60955702e-02 2.14940513e-02 8.00677519e-02
-1.04777698e-02 1.21936712e-01 2.79734934e-01 2.05932465e-02
-2.84925066e-01 -1.05745567e-01]
[ -1.85146869e-01 7.68909695e-02 -7.63952347e-02 -2.96067098e-01
2.14150095e-02 1.00184531e-01 -1.94045099e-03 1.03342822e-01
-1.71712203e-01 8.39548225e-02]
[ 8.15600530e-02 -1.65602635e-01 -9.18202625e-02 -6.01878048e-02
3.73523360e-02 -1.46437368e-02 -4.64538128e-02 1.52738482e-01
-8.73566466e-02 -1.06867230e-01]
[ 1.54284777e-01 -1.17138330e-01 -1.36632006e-01 9.87875141e-04
1.43160230e-01 -6.21230463e-02 -5.85251013e-02 -1.47034849e-01
1.33755955e-01 -9.05907428e-02]
[ -1.28037845e-01 1.68027297e-01 2.52433035e-01 -3.98558823e-02
1.94237562e-01 9.80977735e-02 -1.92438544e-02 -2.97390964e-01
-1.37214458e-01 -6.90918705e-02]
[ -3.43743846e-01 1.58355159e-01 1.37633810e-02 -1.51098718e-02
5.17309462e-02 -1.73554874e-01 -1.08675969e-01 2.35263111e-01
-8.87603242e-02 1.04775810e-01]
[ 1.45127589e-01 1.30826391e-01 -2.42740587e-01 -1.02622526e-01
9.84372470e-02 -2.85906083e-01 -7.20902934e-03 -1.67113235e-01
-1.26909498e-02 -1.91667425e-01]
[ 2.13264031e-01 -1.14609301e-01 6.15743868e-02 -1.86683656e-02
-1.32428246e-02 -3.08213733e-02 -5.25658598e-02 -1.36644975e-01
1.11419955e-01 -1.69405560e-01]
[ -9.94720633e-02 8.97382262e-03 1.22689727e-01 1.18546600e-01
-5.53708131e-02 -1.13219858e-01 2.08160478e-01 -7.63492360e-02
1.89650755e-01 7.91370010e-03]
[ 2.49341291e-02 -8.45901328e-02 2.17957479e-01 -2.16257236e-01
5.59652015e-02 1.06566843e-01 -3.62517216e-02 -1.11538579e-01
3.62694701e-02 2.68608065e-01]]
[[ 0.30276932]
[ 0.89218379]
[ 0.1585893 ]
[ 0.38320648]
[-1.4481253 ]
[-0.21976609]
[-0.97035562]
[-0.03350902]
[ 0.28392347]
[ 0.50238579]]
Progress: 6.8% ... Training loss: 0.522 ... Validation loss: 0.831[[ 1.43842154e-01 2.90746849e-01 -1.24252501e-01 9.11403713e-02
-6.62284832e-01 -5.63838456e-02 -1.38249054e-01 1.27972982e-01
-1.09892048e-01 2.05862914e-01]
[ 1.98334503e-02 1.89217009e-01 -1.75319083e-02 4.53260862e-02
7.76852802e-02 -7.77060154e-03 2.81642521e-01 4.14985553e-02
1.42849454e-01 -2.07045709e-02]
[ 2.30591115e-01 4.82256663e-01 4.99273085e-02 1.96911681e-01
-1.98209452e-01 -9.41370103e-02 -6.57481673e-01 -3.31447562e-02
1.53545609e-01 4.52538898e-01]
[ -6.79662464e-02 -4.43458323e-01 -2.66663875e-01 -6.73772502e-02
3.61964262e-01 1.98902188e-01 3.10835850e-01 5.75955669e-02
-3.03615230e-02 -2.81829351e-02]
[ -6.76244664e-04 2.26836152e-01 -1.47161407e-01 4.98208019e-02
9.82547377e-02 -1.77913601e-01 -3.57599053e-02 -1.19411741e-01
-1.99336245e-01 6.59192182e-02]
[ -3.55425212e-01 -2.67278263e-01 -2.90850018e-01 1.25877955e-01
1.71511425e-01 6.24196759e-02 -1.13225547e-02 -3.32895558e-02
-2.45971624e-02 2.18421755e-02]
[ -2.25997719e-03 -1.10072964e-01 1.12864884e-02 1.06786114e-01
-1.64014425e-01 -7.37183888e-02 1.39931221e-01 -1.88006178e-01
1.83728413e-01 5.62290624e-02]
[ 1.19093660e-01 -1.54334622e-01 3.28687141e-02 -6.15238986e-02
1.37272340e-01 -4.41980257e-02 -2.95163152e-02 1.24410630e-01
6.72157558e-02 5.65411265e-03]
[ -1.41686010e-01 2.36288459e-02 -2.94001995e-01 2.00630702e-02
-1.80218049e-01 5.61328052e-02 -3.32791906e-01 -2.60715018e-02
2.90959976e-01 -7.18907793e-02]
[ 3.71160468e-02 -1.98563281e-01 7.46761726e-02 -4.90552594e-03
1.67774523e-01 -8.26874907e-02 -4.02530218e-03 -9.33949281e-02
-4.11720289e-02 1.33102973e-01]
[ -6.69710022e-02 1.63136661e-01 3.90469428e-03 -1.45928415e-01
-6.06922395e-02 2.18912508e-02 2.02906313e-02 -1.01279166e-01
-1.41164749e-02 -1.04333726e-01]
[ -5.80617098e-02 1.20522511e-01 -4.73372382e-02 5.69057924e-02
1.28869170e-01 7.50783391e-02 -1.58850777e-01 -1.44195874e-02
-1.15857247e-01 -1.27359676e-01]
[ -1.55517551e-01 7.46252512e-03 6.26834706e-02 2.38978096e-02
-1.77628790e-01 -2.20539039e-01 -1.82192829e-01 -1.96914999e-01
8.88733526e-02 1.76561354e-01]
[ -2.05581352e-01 -9.69110647e-02 1.23401868e-01 2.78557523e-01
-1.63933688e-01 -8.51678822e-02 -1.60210927e-01 -2.54326023e-01
-2.01575313e-01 2.20053611e-02]
[ 1.10602485e-01 -3.74089061e-02 -2.15558935e-02 1.02909443e-01
7.77930218e-03 -7.51917567e-02 1.02510198e-01 5.04179219e-03
1.89297379e-02 1.24849794e-02]
[ 2.09005417e-02 -6.04997721e-02 -2.18185806e-01 1.24275862e-01
-1.27179561e-02 9.99751144e-02 -5.75378110e-02 -1.91416066e-02
-1.15110547e-01 -2.52896216e-02]
[ -1.31518704e-01 -5.82797052e-02 -2.08590958e-01 1.44666621e-01
-2.67456957e-02 1.39319452e-01 2.25074353e-02 -2.50279149e-01
5.58894424e-02 -2.12654384e-01]
[ -7.55386333e-02 -3.93053996e-02 2.74274461e-01 9.49820665e-02
1.18173401e-01 -5.88878798e-02 -1.31421127e-01 1.22172316e-01
6.44258541e-02 3.16096119e-02]
[ 6.87187408e-02 5.65190154e-02 9.60191527e-02 1.15554633e-01
-2.53345098e-02 -3.28896438e-02 1.91868664e-01 1.19191112e-01
-1.94795525e-02 -3.11766513e-02]
[ 1.19930525e-02 -1.19998479e-01 -2.86902163e-01 -3.79288835e-02
2.08977247e-01 -9.69895472e-02 1.42436923e-01 1.63422893e-01
1.12179931e-01 -1.52079309e-02]
[ 4.98078345e-02 2.89048939e-02 -1.21552160e-01 3.69082782e-02
-8.25281975e-02 3.29913746e-01 2.36272390e-01 2.06532399e-01
-1.72882417e-01 -5.25958766e-02]
[ 1.07044734e-02 -3.94134463e-03 1.22367974e-01 1.12718628e-01
-4.44725950e-02 1.08130141e-01 -2.27309594e-01 -3.81297621e-02
2.11223334e-01 9.57523171e-02]
[ 1.05542307e-01 7.99289473e-02 -5.11119657e-02 -1.08285819e-01
-1.11046704e-01 -3.28469346e-01 1.01503886e-01 8.67310404e-03
1.39109652e-01 8.76825465e-02]
[ -9.75650976e-02 2.46118945e-02 -1.48514422e-02 2.35753711e-02
1.00497797e-02 -2.02243602e-01 -9.26083386e-02 -1.92391059e-02
1.50589957e-02 1.30766020e-01]
[ -1.28396505e-01 -7.86665070e-03 -1.89904312e-01 1.78448189e-02
-3.16469360e-01 -1.16508817e-02 -6.56244231e-02 -2.21291397e-02
2.04614293e-02 8.80873070e-02]
[ 3.90930882e-02 1.36334278e-01 -4.04187450e-02 -2.98101483e-02
2.04345136e-01 2.35453741e-01 3.13573099e-01 1.13017397e-01
-1.07190987e-01 -2.60479550e-01]
[ 6.69396463e-02 -1.08938488e-01 1.17988648e-02 4.49154008e-02
2.71557524e-01 5.19375974e-02 2.28136973e-01 9.11589331e-02
1.17018449e-01 -2.43983059e-01]
[ 7.96308586e-02 -1.97066416e-01 -9.06810685e-03 -1.07913502e-02
3.55545182e-01 -1.65928044e-02 2.35419619e-01 4.82036835e-02
-2.88172854e-01 -1.06090951e-01]
[ -7.54341039e-02 -3.13605750e-01 3.59583059e-02 -7.25308249e-02
3.44905545e-01 -1.42476820e-01 3.14455718e-01 -8.20066809e-02
3.07191351e-02 2.14230130e-01]
[ -2.08458403e-01 -1.44610398e-01 9.30871083e-02 5.92803705e-02
5.84136068e-01 9.84750111e-02 1.48101539e-01 4.78791072e-02
-7.77672212e-03 -1.80109438e-02]
[ -8.26862885e-02 4.61054955e-02 3.07075235e-01 -7.79164114e-02
1.25862288e-01 -1.10380364e-01 3.15092013e-01 1.41380534e-02
-1.29918877e-01 1.45727061e-01]
[ -6.27584057e-02 -2.98086444e-02 -1.49272079e-01 -1.02458665e-02
1.94499115e-01 -2.64156552e-01 -2.72430661e-02 1.70873411e-01
5.86492265e-02 -2.16107699e-02]
[ 8.69690458e-02 1.59041046e-01 1.50930452e-01 -1.29224869e-01
5.51944523e-02 6.84637964e-02 -5.68381158e-02 2.86288386e-01
4.50936885e-02 1.27122898e-01]
[ 2.65082134e-01 8.33130321e-02 -1.24633296e-01 2.01304139e-01
-5.90450191e-01 -2.36567862e-01 -2.14173385e-01 1.80937475e-01
2.92438863e-01 -1.77167764e-01]
[ 4.30806051e-02 1.33280775e-01 2.49834439e-01 2.45055591e-01
-3.11361660e-02 -1.89719037e-01 -1.55731235e-01 -1.31037018e-01
-1.43872023e-01 -2.92698986e-01]
[ 4.84430924e-02 1.69052472e-02 -1.05514636e-01 -1.85027601e-02
1.38381784e-01 2.82743155e-02 -7.80502743e-02 -1.83805946e-01
6.22434859e-02 2.45581622e-01]
[ -1.05945112e-02 -8.26866545e-02 -7.09691348e-02 -6.64554944e-02
3.75269345e-02 -1.67595360e-01 1.20427632e-01 9.83345696e-03
2.60922534e-02 -6.43936091e-03]
[ 4.54381746e-03 -4.27680416e-03 2.33896350e-01 3.95697753e-02
-1.15579199e-01 -1.18324483e-01 1.91413596e-01 4.00071064e-02
-2.12741215e-01 7.74039010e-02]
[ 3.92028359e-02 -5.95567329e-02 9.33073327e-02 -3.89565362e-02
-9.37458754e-02 8.84051716e-02 1.64315339e-01 -2.71548975e-01
-5.26551272e-02 -1.34288047e-01]
[ -3.69207308e-02 1.07726970e-02 7.27934149e-02 -6.71832385e-02
8.71225821e-02 1.96552767e-01 1.74543986e-01 1.17971647e-01
-4.93080074e-02 1.42878591e-01]
[ 2.28949319e-01 7.29286662e-02 3.36070295e-02 9.30831026e-02
1.33824354e-02 -2.67715831e-02 -1.72582045e-01 1.47378650e-01
-4.51468909e-02 -2.22579358e-03]
[ -2.47256415e-02 -1.96715059e-01 -1.54939995e-02 -5.56893220e-02
-1.06367169e-01 -8.41018187e-02 -1.97179383e-02 4.12832712e-02
4.78916703e-02 9.98567098e-02]
[ -1.19476446e-01 2.31653353e-01 4.03094475e-02 1.89336790e-01
-4.32317144e-01 -2.20734470e-01 -2.93111085e-01 -7.24726785e-02
1.05569204e-01 1.07495401e-01]
[ 4.41018956e-02 2.36733277e-01 -7.07953702e-03 2.25840325e-01
-2.33859267e-01 -3.73164885e-04 -1.17559783e-01 1.52449958e-01
4.58073667e-02 3.06728344e-01]
[ 2.06262183e-01 1.53097311e-01 2.16726165e-01 5.68544258e-02
-1.18958779e-01 1.18578999e-01 -4.42489258e-02 1.64032503e-01
1.71355575e-01 -1.30695573e-02]
[ -1.01505027e-01 1.39877889e-01 2.27418298e-01 -2.72405109e-02
1.04754119e-01 1.49434681e-01 -9.97615754e-03 -1.44569509e-02
-6.68612993e-02 6.73114247e-03]
[ -1.04146078e-01 -2.61577399e-02 2.15067091e-02 8.00783360e-02
-1.04816483e-02 1.21934212e-01 2.79741471e-01 2.05922844e-02
-2.84917379e-01 -1.05733743e-01]
[ -1.85164723e-01 7.68104169e-02 -7.64056929e-02 -2.96093175e-01
2.14806950e-02 1.00197642e-01 -1.89973343e-03 1.03344887e-01
-1.71731517e-01 8.39313635e-02]
[ 8.10229333e-02 -1.67056537e-01 -9.20933987e-02 -6.08579846e-02
3.98947732e-02 -1.42848097e-02 -4.48153908e-02 1.52797074e-01
-8.78373606e-02 -1.07743072e-01]
[ 1.54354620e-01 -1.16941105e-01 -1.36573298e-01 1.10365915e-03
1.42668783e-01 -6.21868595e-02 -5.88134137e-02 -1.47042030e-01
1.33838283e-01 -9.05240914e-02]
[ -1.28175963e-01 1.67689917e-01 2.52363942e-01 -4.00165812e-02
1.94846900e-01 9.81845467e-02 -1.88397087e-02 -2.97378855e-01
-1.37359909e-01 -6.93333912e-02]
[ -3.43929816e-01 1.57887160e-01 1.36765544e-02 -1.53723608e-02
5.27672064e-02 -1.73411007e-01 -1.08043658e-01 2.35284488e-01
-8.89522125e-02 1.04468399e-01]
[ 1.45298661e-01 1.31048867e-01 -2.42631645e-01 -1.02392871e-01
9.80858308e-02 -2.85995493e-01 -7.28164860e-03 -1.67135484e-01
-1.25134165e-02 -1.91416529e-01]
[ 2.12810045e-01 -1.15648033e-01 6.13611409e-02 -1.92281830e-02
-1.11404736e-02 -3.05182519e-02 -5.11972775e-02 -1.36596857e-01
1.11033541e-01 -1.70133081e-01]
[ -9.95201392e-02 8.84313706e-03 1.22668313e-01 1.18491079e-01
-5.50996269e-02 -1.13212140e-01 2.08473352e-01 -7.63453127e-02
1.89640653e-01 7.83413618e-03]
[ 2.54696615e-02 -8.34883554e-02 2.18239450e-01 -2.15553450e-01
5.49573326e-02 1.06168076e-01 -3.71637887e-02 -1.11594391e-01
3.68353402e-02 2.69302494e-01]]
[[ 0.30517228]
[ 0.89674943]
[ 0.16064025]
[ 0.3852506 ]
[-1.45521981]
[-0.2203846 ]
[-0.97539769]
[-0.03347273]
[ 0.28575872]
[ 0.50405113]]
Progress: 6.8% ... Training loss: 0.521 ... Validation loss: 0.827[[ 0.14286374 0.28712945 -0.12474723 0.08978882 -0.65610689 -0.05569613
-0.13419808 0.12806633 -0.11076394 0.20396198]
[ 0.01972841 0.18892732 -0.01759093 0.04519298 0.0782418 -0.00769252
0.28198878 0.04150907 0.14277107 -0.02089744]
[ 0.23215867 0.48646085 0.05077518 0.19876015 -0.20408874 -0.09521884
-0.66169237 -0.03332761 0.15486082 0.45467396]
[-0.06558387 -0.43681992 -0.26537707 -0.06440318 0.35161738 0.19733302
0.30334486 0.05734419 -0.02824355 -0.02389459]
[-0.00227926 0.22203621 -0.14804563 0.04770132 0.10658859 -0.17693178
-0.0302825 -0.11924894 -0.20068845 0.06307176]
[-0.3563537 -0.27005197 -0.29134277 0.12471992 0.17587551 0.06302542
-0.00836868 -0.03319159 -0.0253521 0.02029873]
[-0.00387389 -0.11472573 0.01041423 0.10467284 -0.1556625 -0.07258044
0.14529376 -0.18784236 0.18218862 0.05334961]
[ 0.11936391 -0.15399098 0.03301433 -0.06124653 0.13628885 -0.04438916
-0.03001276 0.12437833 0.06744531 0.0059576 ]
[-0.14164519 0.02372817 -0.29394813 0.02010809 -0.18034382 0.05609516
-0.33241803 -0.02607813 0.29101082 -0.07188625]
[ 0.03577813 -0.20306527 0.07395988 -0.00674008 0.17512386 -0.08176717
0.00142063 -0.09325642 -0.04238056 0.13045875]
[-0.06754431 0.16154266 0.00360773 -0.14665217 -0.05770666 0.02228348
0.02204686 -0.10122684 -0.01464871 -0.10524979]
[-0.05838182 0.119635 -0.04748951 0.05651518 0.130141 0.0752807
-0.15785909 -0.01438757 -0.11613082 -0.12791428]
[-0.15551755 0.00746253 0.06268347 0.02389781 -0.17762879 -0.22053904
-0.18219283 -0.196915 0.08887335 0.17656135]
[-0.20604212 -0.09828242 0.12314713 0.27795943 -0.16155711 -0.08484044
-0.15866878 -0.25427541 -0.20196487 0.02121352]
[ 0.11008774 -0.03905873 -0.02182511 0.1022534 0.01021033 -0.07484921
0.10422269 0.00509806 0.01848839 0.01163942]
[ 0.02093384 -0.06034371 -0.2181632 0.12434175 -0.01302057 0.09992954
-0.05769632 -0.01914848 -0.11506263 -0.02523974]
[-0.13242315 -0.06078459 -0.20907193 0.14352695 -0.02291613 0.13995246
0.02532959 -0.25018736 0.05504392 -0.21416531]
[-0.07617846 -0.04122157 0.27393046 0.09411303 0.12159191 -0.05841274
-0.12912671 0.12224222 0.06382122 0.0303997 ]
[ 0.06836697 0.05547 0.09582082 0.11507903 -0.02307284 -0.03265188
0.19286677 0.11922625 -0.01984763 -0.0318053 ]
[ 0.01189386 -0.1202967 -0.28696074 -0.03806136 0.20948359 -0.0969203
0.14271487 0.16343451 0.11208581 -0.01537507]
[ 0.0502524 0.02977159 -0.12131479 0.03742252 -0.08416402 0.32960569
0.23523684 0.20648104 -0.17247286 -0.05196709]
[ 0.01103789 -0.00301691 0.12256429 0.11312833 -0.04595081 0.10788189
-0.22777499 -0.03816979 0.21154021 0.09621376]
[ 0.10531958 0.07928764 -0.0512153 -0.10856518 -0.11004102 -0.32831232
0.10221912 0.00869757 0.13890373 0.08730903]
[-0.09743342 0.02508477 -0.01477161 0.02376141 0.00934115 -0.20234686
-0.09306162 -0.01925483 0.01519259 0.13100078]
[-0.12837733 -0.00783944 -0.18989678 0.0178703 -0.3165667 -0.011673
-0.06568033 -0.0221321 0.02048834 0.0881251 ]
[ 0.03877748 0.13546198 -0.04058185 -0.03020414 0.20589918 0.23568795
0.31459473 0.11304985 -0.10745718 -0.26100735]
[ 0.066337 -0.11086793 0.01147225 0.04412623 0.27450198 0.05237304
0.23028915 0.09122527 0.11645326 -0.24503628]
[ 0.07857005 -0.20017664 -0.00961748 -0.01212795 0.36044846 -0.01584133
0.23880015 0.04831784 -0.28916759 -0.10785171]
[-0.07574132 -0.31442681 0.03579391 -0.07292459 0.34634282 -0.14225943
0.31538693 -0.08197317 0.03043996 0.21374422]
[-0.20857633 -0.14493054 0.09302793 0.05914358 0.5846093 0.09855545
0.14847615 0.047891 -0.00787999 -0.01820393]
[-0.08297293 0.04524035 0.30691538 -0.07831053 0.12726697 -0.11016186
0.31595462 0.01417148 -0.13019197 0.14523587]
[-0.06325156 -0.03117839 -0.14953245 -0.01088184 0.19683535 -0.26379432
-0.02567757 0.17092814 0.05818011 -0.02234071]
[ 0.08707016 0.15934348 0.15098485 -0.12909369 0.05470937 0.06839056
-0.05717016 0.28627772 0.04518911 0.1272822 ]
[ 0.2653628 0.08416947 -0.12447837 0.20163287 -0.59127361 -0.23676822
-0.2151055 0.18090622 0.29267954 -0.17669086]
[ 0.04319382 0.13358022 0.24989033 0.2451896 -0.03165986 -0.18981094
-0.15607099 -0.13105035 -0.14375471 -0.29252646]
[ 0.04831984 0.01654833 -0.10557953 -0.01865838 0.13896075 0.02836332
-0.07765768 -0.18379366 0.06212926 0.24538218]
[-0.01077445 -0.08329324 -0.07107502 -0.06671415 0.03846828 -0.16746497
0.12110338 0.00985553 0.02592889 -0.00679212]
[ 0.00464651 -0.00393045 0.23396803 0.03974071 -0.11649676 -0.11843504
0.19099296 0.03999106 -0.21263005 0.07758388]
[ 0.03874071 -0.06075293 0.09305022 -0.03957273 -0.09159972 0.08872565
0.1657575 -0.27149901 -0.05311887 -0.13508896]
[-0.03661121 0.01161314 0.07298038 -0.06673962 0.08554603 0.19630252
0.1736619 0.11793176 -0.04897763 0.14336894]
[ 0.22882063 0.07251783 0.03354109 0.09290274 0.01422546 -0.02667924
-0.17197909 0.14739405 -0.0452905 -0.00242462]
[-0.02455777 -0.19625073 -0.01542118 -0.05548965 -0.10700812 -0.08421551
-0.02020133 0.04126635 0.04804677 0.10008883]
[-0.1189251 0.23302067 0.04061108 0.19001903 -0.43450206 -0.22113617
-0.29464639 -0.07253597 0.10611265 0.10830797]
[ 0.04503499 0.23936095 -0.00658376 0.22697682 -0.23809107 -0.00103053
-0.12011344 0.15234731 0.04667529 0.30802097]
[ 0.20684267 0.15465942 0.21702251 0.05761372 -0.12148109 0.11813902
-0.04596361 0.16396625 0.17191954 -0.01210071]
[-0.10155824 0.13961834 0.22739638 -0.02731498 0.10502128 0.14948453
-0.00980744 -0.01445109 -0.06690527 0.00664044]
[-0.10421804 -0.02635271 0.02146997 0.07998634 -0.01013711 0.12198479
0.27995949 0.02059986 -0.28498355 -0.10585171]
[-0.18541075 0.07617391 -0.07653306 -0.29640268 0.02261336 0.10037414
-0.00112446 0.10336836 -0.17196019 0.08354212]
[ 0.0801008 -0.16975697 -0.0925866 -0.06202586 0.04410078 -0.0136397
-0.04199159 0.15289709 -0.08870255 -0.10925154]
[ 0.15444116 -0.11684601 -0.13648834 0.00128034 0.1419474 -0.06230379
-0.05859939 -0.14706485 0.13399312 -0.09040959]
[-0.12847332 0.16694469 0.25221346 -0.04038247 0.1962651 0.09840115
-0.01773298 -0.29735362 -0.13762851 -0.06986977]
[-0.3445145 0.15600713 0.01335477 -0.01618816 0.05554379 -0.17300529
-0.10581067 0.23535105 -0.08948535 0.103276 ]
[ 0.14433466 0.12825996 -0.24315266 -0.10366821 0.10282379 -0.28530583
-0.00420077 -0.16703072 -0.01346016 -0.19310147]
[ 0.21247617 -0.11653728 0.06117297 -0.01967099 -0.00972304 -0.03028468
-0.05033941 -0.13655645 0.11069333 -0.17067833]
[-0.09883709 0.01055926 0.12303943 0.1193019 -0.05737372 -0.11372002
0.20649883 -0.07642417 0.19031408 0.00886921]
[ 0.02464865 -0.08597968 0.2177993 -0.21659004 0.05920938 0.10676223
-0.0344879 -0.11150683 0.03608144 0.26799701]]
[[ 0.29237973]
[ 0.88344181]
[ 0.14634187]
[ 0.37160595]
[-1.47294806]
[-0.23127081]
[-0.9935352 ]
[-0.04431805]
[ 0.27502196]
[ 0.49231664]]
Progress: 6.9% ... Training loss: 0.519 ... Validation loss: 0.846[[ 0.14565798 0.29404298 -0.12331214 0.09325827 -0.66624298 -0.05771802
-0.14100404 0.12763953 -0.10803757 0.20808312]
[ 0.01999671 0.1896756 -0.01746248 0.04553946 0.07685159 -0.00791098
0.28119304 0.04146646 0.14300971 -0.02050899]
[ 0.23282572 0.48716108 0.05103973 0.19911362 -0.20330511 -0.09535604
-0.66174071 -0.03340338 0.15522638 0.45471619]
[-0.06523615 -0.43422069 -0.26522113 -0.06364771 0.34611747 0.19678339
0.29986773 0.05727916 -0.02787512 -0.02265374]
[-0.00197132 0.22169149 -0.14792333 0.04788915 0.10689638 -0.17700782
-0.02960991 -0.1192885 -0.20028168 0.06309761]
[-0.35576212 -0.26854643 -0.29102051 0.12560005 0.17320032 0.06247625
-0.00991928 -0.03329671 -0.02465507 0.02136892]
[-0.00286532 -0.11193847 0.01091586 0.10586347 -0.15846092 -0.07327389
0.14252339 -0.18799117 0.18309573 0.05483124]
[ 0.1201121 -0.15274247 0.03338363 -0.06038015 0.13382489 -0.04487066
-0.03145755 0.12426839 0.06816631 0.00681608]
[-0.14132246 0.02453626 -0.29377108 0.0205459 -0.18161922 0.05581888
-0.33322245 -0.02613275 0.29129089 -0.07131862]
[ 0.03810786 -0.19765171 0.07514914 -0.00392464 0.16778449 -0.08342996
-0.00412332 -0.09360992 -0.04018682 0.13379978]
[-0.06707388 0.16300589 0.00385236 -0.14595908 -0.06013289 0.02185153
0.02049353 -0.10130938 -0.01413217 -0.10438644]
[-0.05851092 0.11910759 -0.04755315 0.0563816 0.13069363 0.07537504
-0.15733199 -0.01437001 -0.11623588 -0.12814071]
[-0.15551755 0.00746253 0.06268347 0.02389781 -0.17762879 -0.22053904
-0.18219283 -0.196915 0.08887335 0.17656135]
[-0.20607807 -0.09832746 0.1231418 0.27795141 -0.16154633 -0.08483364
-0.15858997 -0.25427334 -0.20197405 0.02117288]
[ 0.11057276 -0.03793573 -0.02157642 0.10292215 0.00833577 -0.07526078
0.10307809 0.00501588 0.01901813 0.01245528]
[ 0.02083386 -0.06065453 -0.21819511 0.12424062 -0.01263775 0.09997866
-0.05737655 -0.01913674 -0.11511843 -0.02537097]
[-0.13229262 -0.06053062 -0.20900483 0.14368387 -0.02286806 0.13991097
0.02501514 -0.25020122 0.05517233 -0.21394067]
[-0.07491574 -0.03758946 0.27457425 0.09565414 0.11637089 -0.05935696
-0.13291501 0.12204767 0.0650002 0.03238582]
[ 0.06862862 0.05559026 0.09592958 0.11536226 -0.02334912 -0.03279901
0.19267553 0.11919036 -0.01961561 -0.03161867]
[ 0.01146718 -0.12181923 -0.28718215 -0.03867577 0.21204145 -0.09653708
0.14445734 0.16350241 0.11165557 -0.01620927]
[ 0.05027569 0.02996236 -0.12129193 0.03746885 -0.08427239 0.32958573
0.2349181 0.20647928 -0.17244012 -0.05187963]
[ 0.01189943 -0.0007016 0.12300152 0.11423596 -0.04976272 0.1071894
-0.22995595 -0.03830706 0.21237077 0.09751471]
[ 0.10551315 0.07983496 -0.0511164 -0.10831446 -0.11084328 -0.32846091
0.10155475 0.00866916 0.13904696 0.08763445]
[-0.0974477 0.0250128 -0.01478077 0.02375559 0.00937555 -0.20235209
-0.09304497 -0.01925495 0.0151853 0.13099105]
[-0.1283477 -0.00772246 -0.18988606 0.01791993 -0.31671923 -0.01170187
-0.06580555 -0.02213824 0.02052036 0.08819174]
[ 0.03839046 0.13425505 -0.04077868 -0.03070908 0.2076921 0.23600404
0.31585772 0.11310947 -0.10781559 -0.26163639]
[ 0.06608413 -0.11167909 0.01134908 0.04380633 0.27582342 0.05256619
0.23112553 0.09126039 0.11621867 -0.24542959]
[ 0.0782207 -0.20140427 -0.00980206 -0.01260601 0.36250572 -0.01554636
0.2400888 0.04837468 -0.28952223 -0.10843155]
[-0.07582477 -0.31466541 0.03574914 -0.0730383 0.34674962 -0.14218967
0.31568101 -0.08195966 0.03036806 0.21361135]
[-0.20858589 -0.1449528 0.09302239 0.05912961 0.58465586 0.09856423
0.1485102 0.04789261 -0.0078902 -0.01822113]
[-0.08342677 0.04392442 0.30669254 -0.07889552 0.12942478 -0.10979406
0.31742381 0.01424163 -0.13061306 0.14446171]
[-0.06307784 -0.03075796 -0.14944116 -0.01061825 0.1959828 -0.26395926
-0.02615962 0.17089645 0.05837512 -0.02202074]
[ 0.08780459 0.16153585 0.15137673 -0.12806048 0.0509519 0.06776594
-0.05961118 0.28616506 0.04593404 0.12854758]
[ 0.26641593 0.08730731 -0.12393308 0.20292227 -0.59549334 -0.23755098
-0.21821969 0.18074442 0.29364191 -0.17500839]
[ 0.04335351 0.13406729 0.24996765 0.24538434 -0.03243612 -0.18993537
-0.15659713 -0.13107484 -0.14360262 -0.29225832]
[ 0.04805408 0.01578684 -0.10570749 -0.01900163 0.14022911 0.02857759
-0.07687503 -0.18375405 0.06188675 0.24497692]
[-0.01083228 -0.08339664 -0.07111306 -0.06680295 0.0387746 -0.16744529
0.12125733 0.00986436 0.02585308 -0.00693628]
[ 0.00496496 -0.00286826 0.23412758 0.04013712 -0.11803252 -0.11870216
0.18969726 0.03994469 -0.2123321 0.07818195]
[ 0.03857507 -0.06125265 0.09295589 -0.03981079 -0.09055693 0.08886631
0.1662513 -0.27147192 -0.05330595 -0.13536969]
[-0.03687813 0.01092857 0.0728284 -0.0671163 0.08691168 0.19652562
0.17442943 0.11797647 -0.04925922 0.14294557]
[ 0.22864809 0.07204247 0.03346461 0.09270389 0.01526167 -0.02655458
-0.17123002 0.14741439 -0.04544664 -0.00268204]
[-0.02385724 -0.194206 -0.01504514 -0.05452865 -0.11021476 -0.08478192
-0.02211376 0.04115191 0.04873259 0.10118033]
[-0.11763162 0.23581248 0.04125387 0.1916226 -0.43912343 -0.22203666
-0.29779873 -0.07273147 0.10737353 0.11017065]
[ 0.04538367 0.23996833 -0.00639786 0.22741004 -0.23948293 -0.00128011
-0.12067662 0.15229327 0.04702008 0.30836312]
[ 0.2070128 0.15515166 0.21711003 0.05784808 -0.12236236 0.11799437
-0.0465026 0.16393874 0.17208526 -0.01180355]
[-0.10127128 0.14052925 0.22752985 -0.02693404 0.10364957 0.14924996
-0.01079278 -0.01449618 -0.06662733 0.0071345 ]
[-0.10415036 -0.02623334 0.02150831 0.08008616 -0.01045451 0.12193111
0.27969736 0.02058887 -0.28490094 -0.10574013]
[-0.18532904 0.07639948 -0.07649495 -0.29630469 0.02219949 0.10031001
-0.00139466 0.10335581 -0.17188721 0.08367582]
[ 0.07984805 -0.17055244 -0.09271732 -0.06237796 0.04543155 -0.01343562
-0.04115041 0.15293831 -0.08894646 -0.10970307]
[ 0.155343 -0.11442085 -0.13601197 0.00244736 0.13823586 -0.06301816
-0.061004 -0.14720422 0.13485948 -0.08890221]
[-0.12837071 0.16666009 0.25227212 -0.04023392 0.19619155 0.09836046
-0.01758261 -0.29738186 -0.13749309 -0.06985172]
[-0.34349746 0.15867357 0.01391756 -0.01488675 0.05125385 -0.17380057
-0.10863594 0.23519191 -0.08850036 0.10479233]
[ 0.14455836 0.1286355 -0.24306618 -0.1034171 0.10232235 -0.28543832
-0.00488855 -0.1670571 -0.01324624 -0.19274413]
[ 0.21238592 -0.11648056 0.06113773 -0.01981663 -0.00853011 -0.03020815
-0.05013551 -0.13654034 0.11059435 -0.1707487 ]
[-0.09869323 0.01089565 0.12310692 0.11950197 -0.05818169 -0.11384736
0.20612596 -0.07644791 0.19046019 0.00914026]
[ 0.02502092 -0.08520594 0.21795299 -0.21613761 0.05818792 0.10649548
-0.03512183 -0.11156453 0.03643883 0.26837516]]
[[ 0.31290052]
[ 0.90556899]
[ 0.16632954]
[ 0.39521982]
[-1.46218326]
[-0.21607051]
[-0.97968462]
[-0.02317491]
[ 0.29783181]
[ 0.51706307]]
Progress: 7.0% ... Training loss: 0.521 ... Validation loss: 0.815[[ 0.1459162 0.29461024 -0.12315725 0.09365638 -0.66604626 -0.05795525
-0.14096545 0.1276096 -0.10783253 0.20864973]
[ 0.0195174 0.1882103 -0.01772079 0.04490363 0.07913131 -0.00756993
0.28262758 0.04150365 0.14253296 -0.02131226]
[ 0.23101763 0.48311859 0.05011819 0.19676196 -0.19435258 -0.09411409
-0.65604941 -0.03326841 0.15341882 0.45198241]
[-0.06295816 -0.42841541 -0.26408908 -0.06063076 0.33447443 0.19524163
0.29327017 0.05711338 -0.025728 -0.01874238]
[-0.00094875 0.22461455 -0.14743481 0.04925893 0.10148117 -0.17785945
-0.03341967 -0.11937361 -0.19933764 0.06470681]
[-0.35567448 -0.2684191 -0.29098535 0.12569254 0.1730035 0.06239346
-0.01015084 -0.03330343 -0.02462389 0.0215518 ]
[-0.00346974 -0.1129956 0.01060485 0.10509678 -0.15499456 -0.07288329
0.14438408 -0.18795094 0.18250378 0.05388533]
[ 0.11967241 -0.15412415 0.03318423 -0.06091785 0.13618048 -0.04458119
-0.03000146 0.12429604 0.06771083 0.00629315]
[-0.14099531 0.02531511 -0.29364637 0.02095763 -0.18277531 0.05557306
-0.33394173 -0.0261562 0.29153528 -0.07089055]
[ 0.03738048 -0.20000601 0.07473872 -0.00487245 0.17239774 -0.08296945
-0.00141913 -0.09356272 -0.04093547 0.13260015]
[-0.06778327 0.16142487 0.0034761 -0.14690003 -0.05693191 0.0223549
0.02243259 -0.10125527 -0.01486558 -0.10548313]
[-0.05770347 0.1215103 -0.04711701 0.05747019 0.12734844 0.07476262
-0.1596093 -0.01443361 -0.11552568 -0.12670228]
[-0.15551755 0.00746253 0.06268347 0.02389781 -0.17762879 -0.22053904
-0.18219283 -0.196915 0.08887335 0.17656135]
[-0.20618786 -0.09861654 0.12306864 0.27776865 -0.16085265 -0.0847342
-0.15821897 -0.25426289 -0.20210146 0.02095707]
[ 0.11015841 -0.03912735 -0.02177661 0.10240086 0.01027341 -0.07499834
0.10431545 0.0050449 0.01864273 0.01179698]
[ 0.02183494 -0.05791921 -0.21766629 0.1255621 -0.01715939 0.09924944
-0.06045399 -0.01921307 -0.11419204 -0.02365618]
[-0.13259434 -0.06117275 -0.20917182 0.14328945 -0.02135488 0.14010587
0.02583221 -0.25018056 0.05488589 -0.21443889]
[-0.07493661 -0.03761321 0.27455913 0.09560567 0.11705493 -0.05934008
-0.1325342 0.12204593 0.06496966 0.03231596]
[ 0.06763428 0.05325507 0.09541968 0.11412658 -0.01906644 -0.03211289
0.19549901 0.1192668 -0.02060054 -0.03306643]
[ 0.01074101 -0.12384306 -0.28761018 -0.0396986 0.21581633 -0.09600631
0.14620315 0.16356176 0.11089018 -0.01735244]
[ 0.04990198 0.0287892 -0.12149813 0.03697418 -0.08260739 0.32984853
0.23612966 0.20650597 -0.17281368 -0.05250881]
[ 0.01308871 0.00253283 0.1237126 0.1158676 -0.05516346 0.10631174
-0.23278902 -0.03840559 0.21355669 0.09950037]
[ 0.10563273 0.08015627 -0.05106926 -0.10814325 -0.1111028 -0.32855186
0.10133698 0.00865986 0.13915776 0.08782516]
[-0.09748202 0.02489531 -0.01481452 0.02370806 0.00955853 -0.20233925
-0.09305698 -0.01925244 0.01511713 0.130871 ]
[-0.12831166 -0.00774987 -0.18989029 0.01794311 -0.31680234 -0.01171877
-0.06588642 -0.02213976 0.02053724 0.08822506]
[ 0.03821693 0.13379329 -0.04087125 -0.03093591 0.20851207 0.23612578
0.31633181 0.11312253 -0.10797983 -0.26190011]
[ 0.06562225 -0.11307391 0.01108717 0.0432027 0.27803655 0.05290136
0.23264751 0.09129632 0.11575531 -0.24623119]
[ 0.07785925 -0.20239668 -0.00999694 -0.01306857 0.36399672 -0.01529347
0.24120553 0.04840101 -0.28987195 -0.10902044]
[-0.07619765 -0.31567422 0.03555012 -0.0735246 0.34852115 -0.14193561
0.31679102 -0.08193243 0.02999879 0.21299865]
[-0.20907281 -0.14634712 0.09276017 0.05852655 0.58688509 0.09889601
0.15006438 0.04792875 -0.00835089 -0.01897158]
[-0.0837611 0.04286935 0.30651262 -0.07934097 0.13112236 -0.10954746
0.31843455 0.01426719 -0.13095116 0.1438862 ]
[-0.06317961 -0.03109528 -0.14950174 -0.01076545 0.19650418 -0.26388291
-0.02581672 0.17090486 0.05826583 -0.02221013]
[ 0.087932 0.16188477 0.15143904 -0.12786194 0.05023709 0.06765744
-0.05997901 0.28615433 0.04606935 0.1288371 ]
[ 0.26806532 0.09204995 -0.12302932 0.20505048 -0.60246637 -0.23870181
-0.22328784 0.18061863 0.29516667 -0.1722144 ]
[ 0.04314068 0.13345158 0.24984694 0.24508437 -0.03130307 -0.18977867
-0.15610104 -0.13105685 -0.14382637 -0.29260698]
[ 0.04810402 0.01592863 -0.10568445 -0.01893911 0.13999503 0.02854333
-0.0770319 -0.18375758 0.06193288 0.24505932]
[-0.01094482 -0.08380172 -0.07118859 -0.06694153 0.03924633 -0.16738917
0.12156477 0.00987163 0.02574753 -0.00711266]
[ 0.00467131 -0.00357584 0.23398485 0.03979101 -0.11694667 -0.11852593
0.19057437 0.03996645 -0.21260239 0.07779026]
[ 0.03825657 -0.0619145 0.09279242 -0.04020503 -0.08920213 0.08906082
0.16712958 -0.27145029 -0.05361081 -0.13587333]
[-0.03704169 0.01079971 0.07277137 -0.06729228 0.0874929 0.19660032
0.17499782 0.11798447 -0.04937763 0.14264868]
[ 0.22835792 0.07134634 0.03328637 0.09229331 0.01680679 -0.02635173
-0.17072497 0.14743943 -0.04578822 -0.00313121]
[-0.0236861 -0.19370716 -0.01495175 -0.05430622 -0.11096027 -0.08490487
-0.02257836 0.04113918 0.04890374 0.1014352 ]
[-0.11630432 0.23934869 0.04192535 0.19326837 -0.44400457 -0.22293156
-0.30101137 -0.07283008 0.10859709 0.11227545]
[ 0.04571739 0.24078794 -0.00619657 0.22787651 -0.24104706 -0.00152416
-0.12168156 0.15226418 0.04734335 0.3089466 ]
[ 0.20714266 0.15545194 0.21718912 0.05802705 -0.12289725 0.11790037
-0.04686927 0.16392774 0.17222756 -0.01158647]
[-0.10113794 0.14095128 0.22760889 -0.02675993 0.10298413 0.14915577
-0.01122438 -0.01450607 -0.0664993 0.00734476]
[-0.10440071 -0.02690048 0.0213686 0.07974571 -0.00938984 0.12211408
0.28047341 0.02060821 -0.28515458 -0.10616272]
[-0.18550799 0.07588878 -0.07658744 -0.29652195 0.02299758 0.10042854
-0.00081896 0.10336757 -0.17204744 0.08340005]
[ 0.07940994 -0.17185781 -0.09296028 -0.06295694 0.04743526 -0.0131217
-0.03982591 0.15297192 -0.08937984 -0.11045032]
[ 0.15583719 -0.11323293 -0.13574171 0.00313507 0.13592517 -0.06341033
-0.06231895 -0.14724737 0.13538874 -0.08817826]
[-0.12834594 0.16654396 0.25226882 -0.04027812 0.19663698 0.09834286
-0.01755387 -0.29738031 -0.1375841 -0.06984898]
[-0.34426755 0.15715247 0.01352774 -0.01580949 0.05444815 -0.17331725
-0.10648476 0.23524615 -0.08923242 0.10374364]
[ 0.14527184 0.13059984 -0.24264915 -0.10242257 0.09890372 -0.28595584
-0.00690558 -0.16711983 -0.01249584 -0.19154014]
[ 0.21200934 -0.11766611 0.06086311 -0.02042326 -0.00545916 -0.02990429
-0.04857026 -0.13650798 0.11008393 -0.17149997]
[-0.09915616 0.00975432 0.12286636 0.11893975 -0.05613888 -0.11352406
0.20739309 -0.07641222 0.19000329 0.00850337]
[ 0.02476875 -0.08592669 0.21782346 -0.21648422 0.05963279 0.10666376
-0.0344362 -0.11154479 0.0361777 0.26802344]]
[[ 0.30924662]
[ 0.90050503]
[ 0.15702152]
[ 0.3925084 ]
[-1.47005428]
[-0.21963263]
[-0.98607028]
[-0.02733098]
[ 0.29546785]
[ 0.51093581]]
Progress: 7.0% ... Training loss: 0.515 ... Validation loss: 0.819[[ 1.44869112e-01 2.91223716e-01 -1.23716531e-01 9.22417150e-02
-6.60349997e-01 -5.71730647e-02 -1.37504620e-01 1.27709541e-01
-1.08811799e-01 2.06763940e-01]
[ 1.93246019e-02 1.87526052e-01 -1.78282112e-02 4.46502132e-02
8.01890331e-02 -7.42450608e-03 2.83214095e-01 4.15214376e-02
1.42351988e-01 -2.16164422e-02]
[ 2.30584355e-01 4.81828840e-01 4.98530641e-02 1.96070076e-01
-1.92197350e-01 -9.38088629e-02 -6.54486713e-01 -3.32218533e-02
1.52940785e-01 4.51020203e-01]
[ -6.39716820e-02 -4.30823842e-01 -2.64532137e-01 -6.18214145e-02
3.38863746e-01 1.95874233e-01 2.96375343e-01 5.71898258e-02
-2.65475288e-02 -2.00811795e-02]
[ 8.44603904e-05 2.27822966e-01 -1.46856506e-01 5.05760177e-02
9.70294504e-02 -1.78552597e-01 -3.64979142e-02 -1.19464501e-01
-1.98179924e-01 6.63369887e-02]
[ -3.56332511e-01 -2.70619557e-01 -2.91329444e-01 1.24834351e-01
1.76188989e-01 6.28788303e-02 -7.88985374e-03 -3.32422755e-02
-2.52277205e-02 2.03940854e-02]
[ -3.34958641e-03 -1.12512325e-01 1.06485260e-02 1.05247914e-01
-1.55112749e-01 -7.29497291e-02 1.43991866e-01 -1.87959394e-01
1.82647238e-01 5.39976309e-02]
[ 1.18522026e-01 -1.57647792e-01 3.26056420e-02 -6.24662855e-02
1.41748220e-01 -4.37783687e-02 -2.60059772e-02 1.24397962e-01
6.66652774e-02 4.36703251e-03]
[ -1.41527879e-01 2.38273447e-02 -2.93917787e-01 2.02786119e-02
-1.80305857e-01 5.59476993e-02 -3.32408020e-01 -2.61085730e-02
2.91044030e-01 -7.17792298e-02]
[ 3.59056566e-02 -2.04317154e-01 7.39595632e-02 -6.83635153e-03
1.79789556e-01 -8.19080736e-02 3.49466734e-03 -9.34275419e-02
-4.22989175e-02 1.29966370e-01]
[ -6.77072115e-02 1.61389903e-01 3.51467298e-03 -1.46790748e-01
-5.70671249e-02 2.22924680e-02 2.22260581e-02 -1.01263015e-01
-1.47573360e-02 -1.05352143e-01]
[ -5.85255217e-02 1.19127815e-01 -4.75268602e-02 5.63903018e-02
1.31196335e-01 7.53600700e-02 -1.56918603e-01 -1.43588001e-02
-1.16267655e-01 -1.28059708e-01]
[ -1.55517551e-01 7.46252512e-03 6.26834706e-02 2.38978096e-02
-1.77628790e-01 -2.20539039e-01 -1.82192829e-01 -1.96914999e-01
8.88733526e-02 1.76561354e-01]
[ -2.06562705e-01 -9.98078108e-02 1.22857017e-01 2.77242554e-01
-1.58925605e-01 -8.44401184e-02 -1.56905020e-01 -2.54226695e-01
-2.02464424e-01 2.02650752e-02]
[ 1.10237702e-01 -3.90954453e-02 -2.17301056e-02 1.02528796e-01
9.82793492e-03 -7.50673615e-02 1.04143851e-01 5.03664046e-03
1.87503321e-02 1.19368358e-02]
[ 2.14890996e-02 -5.88558672e-02 -2.17838190e-01 1.25129079e-01
-1.55865340e-02 9.94904732e-02 -5.93764006e-02 -1.91827344e-02
-1.14503742e-01 -2.42309468e-02]
[ -1.32502799e-01 -6.10336192e-02 -2.09129930e-01 1.43378115e-01
-2.12760526e-02 1.40075804e-01 2.55491127e-02 -2.50185242e-01
5.49639363e-02 -2.14276423e-01]
[ -7.50366893e-02 -3.77360885e-02 2.74505612e-01 9.54929944e-02
1.17473435e-01 -5.92751387e-02 -1.32258015e-01 1.22054863e-01
6.48787770e-02 3.21616569e-02]
[ 6.77606621e-02 5.36510497e-02 9.54768093e-02 1.14294368e-01
-1.96310829e-02 -3.22058506e-02 1.95116882e-01 1.19255453e-01
-2.04650625e-02 -3.29666232e-02]
[ 9.53200329e-03 -1.27542113e-01 -2.88261026e-01 -4.13469492e-02
2.21863946e-01 -9.51019068e-02 1.50050496e-01 1.63673828e-01
1.09687445e-01 -1.92577570e-02]
[ 4.97183727e-02 2.82036009e-02 -1.21568733e-01 3.67212430e-02
-8.17517316e-02 3.29941077e-01 2.36987805e-01 2.06520459e-01
-1.72936636e-01 -5.29177440e-02]
[ 1.33541521e-02 3.38907045e-03 1.23866545e-01 1.16245080e-01
-5.66335034e-02 1.06095451e-01 -2.33561575e-01 -3.84318388e-02
2.13860167e-01 9.99131049e-02]
[ 1.05371971e-01 7.93718665e-02 -5.12062673e-02 -1.08463768e-01
-1.09907017e-01 -3.28368292e-01 1.02016333e-01 8.68228639e-03
1.38927894e-01 8.73905032e-02]
[ -9.76205574e-02 2.45024152e-02 -1.48823737e-02 2.35319428e-02
1.01906487e-02 -2.02243286e-01 -9.26437439e-02 -1.92402581e-02
1.49882859e-02 1.30640144e-01]
[ -1.28482481e-01 -8.18895718e-03 -1.89976858e-01 1.77164373e-02
-3.15946103e-01 -1.15905702e-02 -6.53448789e-02 -2.21236059e-02
2.03654173e-02 8.79508007e-02]
[ 3.79628858e-02 1.33067430e-01 -4.10000812e-02 -3.12582880e-02
2.09729342e-01 2.36302853e-01 3.17125257e-01 1.13145082e-01
-1.08225035e-01 -2.62314928e-01]
[ 6.48871256e-02 -1.15238669e-01 1.06964795e-02 4.22124098e-02
2.81759485e-01 5.34440686e-02 2.35015658e-01 9.13647622e-02
1.15026043e-01 -2.47484395e-01]
[ 7.75992961e-02 -2.03061205e-01 -1.01239203e-02 -1.33988141e-02
3.65250382e-01 -1.51054345e-02 2.41983930e-01 4.84246021e-02
-2.90116915e-01 -1.09444635e-01]
[ -7.63319472e-02 -3.16030963e-01 3.54837204e-02 -7.36956677e-02
3.49141706e-01 -1.41838205e-01 3.17225189e-01 -8.19202819e-02
2.98794160e-02 2.12806045e-01]
[ -2.09481515e-01 -1.47538714e-01 9.25405244e-02 5.79736309e-02
5.88928788e-01 9.91849260e-02 1.51476660e-01 4.79660357e-02
-8.74455596e-03 -1.96795392e-02]
[ -8.45709280e-02 4.06005946e-02 3.06112165e-01 -8.03721847e-02
1.34804195e-01 -1.08983457e-01 3.20916927e-01 1.43377893e-02
-1.31722351e-01 1.42617650e-01]
[ -6.34830892e-02 -3.18855496e-02 -1.49653211e-01 -1.11519926e-02
1.97949187e-01 -2.63666967e-01 -2.48422751e-02 1.70932049e-01
5.79907583e-02 -2.26996614e-02]
[ 8.82383444e-02 1.62634305e-01 1.51586132e-01 -1.27486309e-01
4.88045911e-02 6.74641914e-02 -6.09085936e-02 2.86126979e-01
4.63685344e-02 1.29360532e-01]
[ 2.68153657e-01 9.23375380e-02 -1.23013435e-01 2.05162759e-01
-6.02876899e-01 -2.38746431e-01 -2.23584045e-01 1.80610937e-01
2.95252333e-01 -1.72065639e-01]
[ 4.29042993e-02 1.32775123e-01 2.49738964e-01 2.44786467e-01
-3.02220052e-02 -1.89612329e-01 -1.55399321e-01 -1.31036346e-01
-1.44054712e-01 -2.92995289e-01]
[ 4.80553107e-02 1.57633221e-02 -1.05699574e-01 -1.89815040e-02
1.40186627e-01 2.85695833e-02 -7.68636797e-02 -1.83755235e-01
6.19066302e-02 2.44918793e-01]
[ -1.08601160e-02 -8.36115559e-02 -7.11346008e-02 -6.68100220e-02
3.87758312e-02 -1.67467849e-01 1.21345307e-01 9.86243207e-03
2.58502183e-02 -6.97390359e-03]
[ 4.79321565e-03 -3.19533631e-03 2.34039208e-01 3.99516812e-02
-1.17529175e-01 -1.18622608e-01 1.90166354e-01 3.99550745e-02
-2.12476947e-01 7.79450663e-02]
[ 3.79817212e-02 -6.26689787e-02 9.26235051e-02 -4.06153253e-02
-8.79111009e-02 8.92792232e-02 1.67945623e-01 -2.71422550e-01
-5.39137992e-02 -1.36362865e-01]
[ -3.70445651e-02 1.07827154e-02 7.27677160e-02 -6.72937014e-02
8.74635829e-02 1.96603994e-01 1.75020321e-01 1.17985157e-01
-4.93848365e-02 1.42643786e-01]
[ 2.28025792e-01 7.04067222e-02 3.31096343e-02 9.18598602e-02
1.83590588e-02 -2.61124428e-02 -1.69799138e-01 1.47470042e-01
-4.61102192e-02 -3.68975073e-03]
[ -2.35274831e-02 -1.93276842e-01 -1.48668425e-02 -5.40964615e-02
-1.11579757e-01 -8.50231665e-02 -2.30204982e-02 4.11249058e-02
4.90649925e-02 1.01698040e-01]
[ -1.15947569e-01 2.40301725e-01 4.21242408e-02 1.93673644e-01
-4.45037184e-01 -2.23147291e-01 -3.02100675e-01 -7.28542594e-02
1.08982554e-01 1.12898295e-01]
[ 4.63028961e-02 2.42120642e-01 -5.90492776e-03 2.28608069e-01
-2.43808493e-01 -1.94295380e-03 -1.23181336e-01 1.52213521e-01
4.79075218e-02 3.09719976e-01]
[ 2.07425030e-01 1.56242496e-01 2.17356769e-01 5.84458802e-02
-1.24137816e-01 1.17655093e-01 -4.77163121e-02 1.63898164e-01
1.72547211e-01 -1.10628470e-02]
[ -1.01125453e-01 1.40991818e-01 2.27614737e-01 -2.67424948e-02
1.02919436e-01 1.49141871e-01 -1.12514202e-02 -1.45090574e-02
-6.64836490e-02 7.36549503e-03]
[ -1.04456184e-01 -2.69817122e-02 2.13402090e-02 7.96928845e-02
-9.33552930e-03 1.22143370e-01 2.80649553e-01 2.06111500e-02
-2.85187458e-01 -1.06249102e-01]
[ -1.85577047e-01 7.56688499e-02 -7.66227948e-02 -2.96613764e-01
2.33496647e-02 1.00479759e-01 -6.02333617e-04 1.03374175e-01
-1.72117744e-01 8.32733717e-02]
[ 7.91170070e-02 -1.72724825e-01 -9.31103459e-02 -6.33396416e-02
4.86765907e-02 -1.29086276e-02 -3.89397314e-02 1.52998233e-01
-8.96674898e-02 -1.10933981e-01]
[ 1.55501083e-01 -1.14066670e-01 -1.35926465e-01 2.68740701e-03
1.37365799e-01 -6.31588346e-02 -6.13240312e-02 -1.47217820e-01
1.35069040e-01 -8.87160256e-02]
[ -1.28535883e-01 1.65787069e-01 2.52166763e-01 -4.05768376e-02
1.98088961e-01 9.84713349e-02 -1.68555879e-02 -2.97361172e-01
-1.37747322e-01 -7.01643590e-02]
[ -3.44485381e-01 1.56058748e-01 1.34233936e-02 -1.61131440e-02
5.55635843e-02 -1.73176024e-01 -1.05407895e-01 2.35264241e-01
-8.94023214e-02 1.03224049e-01]
[ 1.45428000e-01 1.30964638e-01 -2.42586164e-01 -1.02241740e-01
9.84826626e-02 -2.86030942e-01 -7.40361496e-03 -1.67131067e-01
-1.23421522e-02 -1.91292019e-01]
[ 2.11538112e-01 -1.19039735e-01 6.06153166e-02 -2.10395896e-02
-3.14232103e-03 -2.95636953e-02 -4.70728985e-02 -1.36463988e-01
1.09626708e-01 -1.72329093e-01]
[ -9.97185192e-02 8.22260770e-03 1.22575687e-01 1.18227506e-01
-5.36473595e-02 -1.13124887e-01 2.09109340e-01 -7.63620079e-02
1.89459105e-01 7.56794699e-03]
[ 2.41692458e-02 -8.74303984e-02 2.17539673e-01 -2.17220959e-01
6.23419372e-02 1.07074284e-01 -3.25238857e-02 -1.11492304e-01
3.56810659e-02 2.67052385e-01]]
[[ 0.29458419]
[ 0.88966458]
[ 0.14351182]
[ 0.37753002]
[-1.48959919]
[-0.23463824]
[-1.00282699]
[-0.0429242 ]
[ 0.28036002]
[ 0.49569384]]
Progress: 7.0% ... Training loss: 0.514 ... Validation loss: 0.841[[ 1.44303111e-01 2.89287677e-01 -1.23977966e-01 9.14175154e-02
-6.56319564e-01 -5.67209156e-02 -1.35321659e-01 1.27795616e-01
-1.09380739e-01 2.05653437e-01]
[ 1.96326935e-02 1.88371242e-01 -1.76819603e-02 4.50444942e-02
7.86269449e-02 -7.66790274e-03 2.82227925e-01 4.14768644e-02
1.42638505e-01 -2.11091936e-02]
[ 2.30064195e-01 4.81974731e-01 4.95774113e-02 1.95311471e-01
-1.89500589e-01 -9.33460392e-02 -6.53250348e-01 -3.31326136e-02
1.52322301e-01 4.50067205e-01]
[ -6.13167212e-02 -4.24262307e-01 -2.63192003e-01 -5.81194677e-02
3.23812548e-01 1.93737845e-01 2.88210989e-01 5.67842182e-02
-2.39453974e-02 -1.54588161e-02]
[ -1.44383007e-03 2.24666318e-01 -1.47589065e-01 4.86937651e-02
1.04271277e-01 -1.77446307e-01 -3.16435113e-02 -1.19253162e-01
-1.99610457e-01 6.38084151e-02]
[ -3.55868412e-01 -2.69802002e-01 -2.91116149e-01 1.25515766e-01
1.73975136e-01 6.24060780e-02 -9.29102315e-03 -3.33218238e-02
-2.47019934e-02 2.11609771e-02]
[ -4.05370722e-03 -1.14460480e-01 1.03007580e-02 1.04302943e-01
-1.50886633e-01 -7.23959874e-02 1.46303711e-01 -1.87858243e-01
1.81952385e-01 5.27604530e-02]
[ 1.19008556e-01 -1.56118917e-01 3.28711044e-02 -6.18029062e-02
1.39228310e-01 -4.41896609e-02 -2.76238035e-02 1.24320711e-01
6.71541878e-02 5.22044220e-03]
[ -1.40930243e-01 2.53989438e-02 -2.93617114e-01 2.10589063e-02
-1.83318534e-01 5.54644635e-02 -3.34166345e-01 -2.61993719e-02
2.91630089e-01 -7.07689751e-02]
[ 3.60563138e-02 -2.04211002e-01 7.40755454e-02 -6.60061369e-03
1.79848485e-01 -8.21347124e-02 3.19139287e-03 -9.34699788e-02
-4.20208220e-02 1.30264103e-01]
[ -6.71352184e-02 1.63089500e-01 3.80792315e-03 -1.46025460e-01
-5.98863884e-02 2.18069056e-02 2.03142495e-02 -1.01350171e-01
-1.42337784e-02 -1.04403018e-01]
[ -5.84040271e-02 1.19291941e-01 -4.75044304e-02 5.65693929e-02
1.30436344e-01 7.52587326e-02 -1.57168996e-01 -1.43756546e-02
-1.16163464e-01 -1.27913189e-01]
[ -1.55517551e-01 7.46252512e-03 6.26834706e-02 2.38978096e-02
-1.77628790e-01 -2.20539039e-01 -1.82192829e-01 -1.96914999e-01
8.88733526e-02 1.76561354e-01]
[ -2.06404839e-01 -9.95151229e-02 1.22949471e-01 2.77478900e-01
-1.59695223e-01 -8.45857043e-02 -1.57382298e-01 -2.54252949e-01
-2.02284770e-01 2.05418303e-02]
[ 1.10362103e-01 -3.87996615e-02 -2.16698839e-02 1.02687292e-01
9.33520377e-03 -7.52008472e-02 1.03882263e-01 5.01599268e-03
1.88878996e-02 1.21537404e-02]
[ 2.06746898e-02 -6.12543826e-02 -2.18240424e-01 1.24092394e-01
-1.14102305e-02 1.00112572e-01 -5.67472876e-02 -1.90655637e-02
-1.15270767e-01 -2.56037428e-02]
[ -1.32351827e-01 -6.07033239e-02 -2.09059789e-01 1.43519777e-01
-2.12556996e-02 1.39960945e-01 2.51001263e-02 -2.50209662e-01
5.50808613e-02 -2.14071528e-01]
[ -7.52717131e-02 -3.82801202e-02 2.74398286e-01 9.51955030e-02
1.18659184e-01 -5.90861284e-02 -1.31532784e-01 1.22088416e-01
6.46753115e-02 3.17624817e-02]
[ 6.76872002e-02 5.35026454e-02 9.54403405e-02 1.14218585e-01
-1.93449035e-02 -3.21532782e-02 1.95478111e-01 1.19266445e-01
-2.05428007e-02 -3.31559994e-02]
[ 9.74048397e-03 -1.26941187e-01 -2.88153611e-01 -4.10709275e-02
2.20612777e-01 -9.52625611e-02 1.49548630e-01 1.63641510e-01
1.09899993e-01 -1.88919477e-02]
[ 4.97769220e-02 2.85966127e-02 -1.21505168e-01 3.68370321e-02
-8.19525235e-02 3.29840763e-01 2.36597754e-01 2.06505811e-01
-1.72834332e-01 -5.27640175e-02]
[ 1.36466150e-02 4.20185936e-03 1.23995189e-01 1.16603367e-01
-5.80571939e-02 1.05874529e-01 -2.34645688e-01 -3.84724372e-02
2.14102106e-01 1.00438112e-01]
[ 1.05496674e-01 7.97223051e-02 -5.11478087e-02 -1.08312909e-01
-1.10489313e-01 -3.28458695e-01 1.01718685e-01 8.66480723e-03
1.39032659e-01 8.75919250e-02]
[ -9.74052134e-02 2.51560362e-02 -1.47759294e-02 2.38209273e-02
9.07801038e-03 -2.02423390e-01 -9.33803140e-02 -1.92718386e-02
1.51976383e-02 1.31017013e-01]
[ -1.27848218e-01 -6.85768446e-03 -1.89686509e-01 1.85800682e-02
-3.19302078e-01 -1.21214646e-02 -6.73278273e-02 -2.22238252e-02
2.10144334e-02 8.89841377e-02]
[ 3.79340397e-02 1.33001716e-01 -4.10120896e-02 -3.12955218e-02
2.09876156e-01 2.36321390e-01 3.17207288e-01 1.13149267e-01
-1.08252752e-01 -2.62359096e-01]
[ 6.44133119e-02 -1.16716717e-01 1.04487689e-02 4.15682358e-02
2.84240309e-01 5.38486577e-02 2.36681116e-01 9.14378116e-02
1.14564068e-01 -2.48290087e-01]
[ 7.72909572e-02 -2.03979218e-01 -1.02715046e-02 -1.38031495e-02
3.66817720e-01 -1.48576489e-02 2.43007592e-01 4.84701773e-02
-2.90409142e-01 -1.09970183e-01]
[ -7.67124186e-02 -3.17101896e-01 3.52992512e-02 -7.41903443e-02
3.50980287e-01 -1.41533397e-01 3.18468619e-01 -8.18643759e-02
2.95232916e-02 2.12203892e-01]
[ -2.10036281e-01 -1.49255014e-01 9.22661480e-02 5.72339976e-02
5.91740612e-01 9.96417585e-02 1.53434427e-01 4.80497336e-02
-9.28493984e-03 -2.06447472e-02]
[ -8.48685881e-02 3.95504619e-02 3.05953915e-01 -8.08032574e-02
1.36483496e-01 -1.08737983e-01 3.22053021e-01 1.43861649e-02
-1.32010064e-01 1.42073341e-01]
[ -6.37352807e-02 -3.26755108e-02 -1.49773244e-01 -1.14718086e-02
1.99156804e-01 -2.63476451e-01 -2.39726566e-02 1.70967858e-01
5.77563751e-02 -2.30985833e-02]
[ 8.90519153e-02 1.64871947e-01 1.52027674e-01 -1.26349935e-01
4.46367691e-02 6.67646615e-02 -6.36161641e-02 2.85996787e-01
4.72250139e-02 1.30807620e-01]
[ 2.68917236e-01 9.43663190e-02 -1.22669409e-01 2.06186714e-01
-6.06908967e-01 -2.39364057e-01 -2.26109638e-01 1.80496747e-01
2.95967119e-01 -1.70824365e-01]
[ 4.30455553e-02 1.33030184e-01 2.49815060e-01 2.44992117e-01
-3.09610083e-02 -1.89737754e-01 -1.55801969e-01 -1.31061056e-01
-1.43915935e-01 -2.92742083e-01]
[ 4.79409430e-02 1.56219676e-02 -1.05745004e-01 -1.91109612e-02
1.40690653e-01 2.86455282e-02 -7.66797548e-02 -1.83740105e-01
6.17918744e-02 2.44793817e-01]
[ -1.03271406e-02 -8.20489611e-02 -7.08672460e-02 -6.61070210e-02
3.61717143e-02 -1.67894234e-01 1.19596843e-01 9.78327868e-03
2.63585234e-02 -6.05994586e-03]
[ 4.61454876e-03 -3.65037722e-03 2.33955480e-01 3.97168785e-02
-1.16568956e-01 -1.18494458e-01 1.90708597e-01 3.99804597e-02
-2.12644181e-01 7.76507116e-02]
[ 3.80986506e-02 -6.23435960e-02 9.26760416e-02 -4.04620115e-02
-8.85026065e-02 8.91846258e-02 1.67606294e-01 -2.71439348e-01
-5.37975852e-02 -1.36183201e-01]
[ -3.70066414e-02 1.08875756e-02 7.27727083e-02 -6.72692196e-02
8.73386207e-02 1.96586835e-01 1.74832016e-01 1.17982407e-01
-4.93675557e-02 1.42706193e-01]
[ 2.27772924e-01 6.98180993e-02 3.29822910e-02 9.15362679e-02
1.95856970e-02 -2.59262137e-02 -1.69046533e-01 1.47506686e-01
-4.63527181e-02 -4.14142587e-03]
[ -2.35795647e-02 -1.93322931e-01 -1.48939600e-02 -5.41338781e-02
-1.11493241e-01 -8.49967906e-02 -2.28115284e-02 4.11309119e-02
4.90189214e-02 1.01608347e-01]
[ -1.15653249e-01 2.41179054e-01 4.22578294e-02 1.94062229e-01
-4.46571811e-01 -2.23386281e-01 -3.02944477e-01 -7.28981108e-02
1.09261652e-01 1.13382719e-01]
[ 4.69672034e-02 2.43969507e-01 -5.54964971e-03 2.29453362e-01
-2.46352006e-01 -2.51855260e-03 -1.25296053e-01 1.52107797e-01
4.85983216e-02 3.10760620e-01]
[ 2.07537973e-01 1.56588525e-01 2.17412946e-01 5.85933203e-02
-1.24619009e-01 1.17563266e-01 -4.81077711e-02 1.63881389e-01
1.72656956e-01 -1.08814003e-02]
[ -1.00853306e-01 1.41790719e-01 2.27749994e-01 -2.63882154e-02
1.01581055e-01 1.48931251e-01 -1.21674510e-02 -1.45494964e-02
-6.62290157e-02 7.81308463e-03]
[ -1.04419133e-01 -2.68615203e-02 2.13570796e-02 7.97479548e-02
-9.45813555e-03 1.22109257e-01 2.80539813e-01 2.06031912e-02
-2.85153145e-01 -1.06193782e-01]
[ -1.85565023e-01 7.56623794e-02 -7.66168919e-02 -2.96603509e-01
2.33057526e-02 1.00469667e-01 -6.46727415e-04 1.03372226e-01
-1.72108966e-01 8.32909323e-02]
[ 7.90561965e-02 -1.72933908e-01 -9.31402531e-02 -6.34110134e-02
4.89702769e-02 -1.28654463e-02 -3.87389562e-02 1.53006512e-01
-8.97197732e-02 -1.11018487e-01]
[ 1.55947977e-01 -1.12588998e-01 -1.35691067e-01 3.28987201e-03
1.34983650e-01 -6.35236746e-02 -6.27650931e-02 -1.47286398e-01
1.35509785e-01 -8.80078947e-02]
[ -1.28100423e-01 1.66967777e-01 2.52401511e-01 -3.99901531e-02
1.95966438e-01 9.81046692e-02 -1.81815975e-02 -2.97435879e-01
-1.37288713e-01 -6.94234681e-02]
[ -3.44909808e-01 1.54715250e-01 1.32201208e-02 -1.66650068e-02
5.77879516e-02 -1.72849720e-01 -1.04010503e-01 2.35328555e-01
-8.98038245e-02 1.02562799e-01]
[ 1.45395721e-01 1.30789402e-01 -2.42642818e-01 -1.02273795e-01
9.87804368e-02 -2.86034134e-01 -7.55444661e-03 -1.67127107e-01
-1.23673668e-02 -1.91373460e-01]
[ 2.11521051e-01 -1.19099612e-01 6.06203566e-02 -2.10392905e-02
-2.95315088e-03 -2.95810273e-02 -4.68572470e-02 -1.36466705e-01
1.09604378e-01 -1.72438485e-01]
[ -9.93549990e-02 9.21710925e-03 1.22754888e-01 1.18667988e-01
-5.48233592e-02 -1.13431247e-01 2.07887262e-01 -7.64153335e-02
1.89804596e-01 8.15069160e-03]
[ 2.42412835e-02 -8.75347929e-02 2.17576876e-01 -2.17086855e-01
6.17909727e-02 1.06992831e-01 -3.24624235e-02 -1.11507698e-01
3.57911102e-02 2.67266080e-01]]
[[ 0.30022492]
[ 0.89276035]
[ 0.14761917]
[ 0.38320013]
[-1.48311245]
[-0.22521804]
[-0.99515227]
[-0.0353487 ]
[ 0.29030881]
[ 0.50078334]]
Progress: 7.1% ... Training loss: 0.510 ... Validation loss: 0.830[[ 1.46227522e-01 2.95154255e-01 -1.22965956e-01 9.40924054e-02
-6.64797652e-01 -5.82260296e-02 -1.41525405e-01 1.27544861e-01
-1.07403278e-01 2.08761820e-01]
[ 1.96725556e-02 1.88423870e-01 -1.76618991e-02 4.50959605e-02
7.83732516e-02 -7.69893744e-03 2.82129973e-01 4.14714583e-02
1.42677275e-01 -2.10726371e-02]
[ 2.29610280e-01 4.80810457e-01 4.94045430e-02 1.94749553e-01
-1.87151632e-01 -9.30811869e-02 -6.51507129e-01 -3.30917570e-02
1.51901629e-01 4.49157811e-01]
[ -6.19917697e-02 -4.25821103e-01 -2.63508361e-01 -5.88524291e-02
3.26120841e-01 1.94181861e-01 2.90050028e-01 5.68537282e-02
-2.45239561e-02 -1.64075083e-02]
[ -1.01125799e-03 2.25159462e-01 -1.47416007e-01 4.91376749e-02
1.01969612e-01 -1.77659309e-01 -3.24645751e-02 -1.19291697e-01
-1.99203546e-01 6.40038848e-02]
[ -3.55488342e-01 -2.68599115e-01 -2.90921391e-01 1.26069772e-01
1.72028966e-01 6.20855595e-02 -1.06917141e-02 -3.33746060e-02
-2.42743610e-02 2.18122655e-02]
[ -4.73385007e-03 -1.16392340e-01 9.92450387e-03 1.03383526e-01
-1.47011937e-01 -7.18463786e-02 1.48600159e-01 -1.87775569e-01
1.81244204e-01 5.13952018e-02]
[ 1.20021354e-01 -1.53284371e-01 3.34455057e-02 -6.03628947e-02
1.34181059e-01 -4.50152332e-02 -3.05077132e-02 1.24183935e-01
6.82386448e-02 6.86430332e-03]
[ -1.40550739e-01 2.65630447e-02 -2.93451204e-01 2.15619215e-02
-1.84527469e-01 5.51829420e-02 -3.35419007e-01 -2.62432445e-02
2.91959526e-01 -7.01679696e-02]
[ 3.71914876e-02 -2.00674753e-01 7.46638311e-02 -5.01080627e-03
1.74496649e-01 -8.30333242e-02 -3.21253057e-04 -9.36212416e-02
-4.08396514e-02 1.31946643e-01]
[ -6.68943796e-02 1.63691445e-01 3.91286614e-03 -1.45706255e-01
-6.01641574e-02 2.16203818e-02 1.97144159e-02 -1.01381815e-01
-1.40304472e-02 -1.04084863e-01]
[ -5.86878113e-02 1.18423422e-01 -4.76388440e-02 5.62379966e-02
1.31738289e-01 7.54658648e-02 -1.56297331e-01 -1.43435045e-02
-1.16414622e-01 -1.28382980e-01]
[ -1.55517551e-01 7.46252512e-03 6.26834706e-02 2.38978096e-02
-1.77628790e-01 -2.20539039e-01 -1.82192829e-01 -1.96914999e-01
8.88733526e-02 1.76561354e-01]
[ -2.05832820e-01 -9.76927027e-02 1.23250798e-01 2.78260307e-01
-1.62525092e-01 -8.50199098e-02 -1.59472414e-01 -2.54327587e-01
-2.01688172e-01 2.15877733e-02]
[ 1.10142052e-01 -3.94142280e-02 -2.17684996e-02 1.02423227e-01
1.03872532e-02 -7.50712660e-02 1.04619029e-01 5.04142878e-03
1.86936526e-02 1.17720858e-02]
[ 2.06442285e-02 -6.14640333e-02 -2.18283087e-01 1.24051674e-01
-1.12737211e-02 1.00142314e-01 -5.65914456e-02 -1.90619518e-02
-1.15304840e-01 -2.57365822e-02]
[ -1.32229979e-01 -6.04234641e-02 -2.09007814e-01 1.43634874e-01
-2.14424344e-02 1.39897735e-01 2.47321191e-02 -2.50223008e-01
5.51704160e-02 -2.13889966e-01]
[ -7.54379292e-02 -3.86632922e-02 2.74306127e-01 9.49892546e-02
1.19439997e-01 -5.89663229e-02 -1.30868947e-01 1.22107357e-01
6.45192569e-02 3.12693463e-02]
[ 6.71147951e-02 5.18747879e-02 9.51446968e-02 1.13477113e-01
-1.64444790e-02 -3.17059964e-02 1.97116991e-01 1.19338881e-01
-2.11371901e-02 -3.40506095e-02]
[ 9.97610936e-03 -1.26181809e-01 -2.88006639e-01 -4.07031801e-02
2.19048327e-01 -9.54611332e-02 1.48817379e-01 1.63605200e-01
1.10192021e-01 -1.85058873e-02]
[ 5.00148274e-02 2.89976377e-02 -1.21371082e-01 3.71444066e-02
-8.26906502e-02 3.29642651e-01 2.36169597e-01 2.06473293e-01
-1.72568871e-01 -5.24665967e-02]
[ 1.42046290e-02 5.94116020e-03 1.24294177e-01 1.17388819e-01
-6.08412501e-02 1.05428575e-01 -2.36290995e-01 -3.85457601e-02
2.14663278e-01 1.01398720e-01]
[ 1.05715458e-01 8.03663694e-02 -5.10526337e-02 -1.08037811e-01
-1.10885842e-01 -3.28630412e-01 1.01039134e-01 8.63937140e-03
1.39209641e-01 8.79303742e-02]
[ -9.71135016e-02 2.60529914e-02 -1.46355745e-02 2.42080559e-02
7.59006923e-03 -2.02637582e-01 -9.43944043e-02 -1.93065409e-02
1.54855004e-02 1.31517061e-01]
[ -1.28002765e-01 -7.29576551e-03 -1.89767490e-01 1.83908872e-02
-3.18511828e-01 -1.19999151e-02 -6.68074885e-02 -2.22047341e-02
2.08568851e-02 8.87071903e-02]
[ 3.77072685e-02 1.32350519e-01 -4.11206570e-02 -3.15723567e-02
2.11012072e-01 2.36489108e-01 3.18012180e-01 1.13175771e-01
-1.08467172e-01 -2.62739783e-01]
[ 6.36888792e-02 -1.18890381e-01 1.00845565e-02 4.05988219e-02
2.87806356e-01 5.43952988e-02 2.39112146e-01 9.15272364e-02
1.13857019e-01 -2.49535397e-01]
[ 7.69462860e-02 -2.04862830e-01 -1.04418160e-02 -1.42460384e-02
3.68465452e-01 -1.45994583e-02 2.44067371e-01 4.85106077e-02
-2.90742183e-01 -1.10528138e-01]
[ -7.71897790e-02 -3.18415314e-01 3.50609549e-02 -7.48100600e-02
3.53370486e-01 -1.41167601e-01 3.20024512e-01 -8.18095646e-02
2.90664803e-02 2.11446357e-01]
[ -2.10478374e-01 -1.50493162e-01 9.20424444e-02 5.66575096e-02
5.93830862e-01 9.99822191e-02 1.54889228e-01 4.81038287e-02
-9.72486815e-03 -2.13892246e-02]
[ -8.52696058e-02 3.83811260e-02 3.05762779e-01 -8.13270126e-02
1.38442119e-01 -1.08430340e-01 3.23352524e-01 1.44345346e-02
-1.32404684e-01 1.41448351e-01]
[ -6.38414866e-02 -3.30039637e-02 -1.49821291e-01 -1.15941656e-02
1.99604591e-01 -2.63406212e-01 -2.35962963e-02 1.70979115e-01
5.76706355e-02 -2.32722313e-02]
[ 8.97137928e-02 1.66770311e-01 1.52357689e-01 -1.25440044e-01
4.12561667e-02 6.62783512e-02 -6.57786248e-02 2.85919368e-01
4.78750898e-02 1.31834123e-01]
[ 2.69800513e-01 9.69058191e-02 -1.22279340e-01 2.07278428e-01
-6.10304027e-01 -2.39975557e-01 -2.28985582e-01 1.80395055e-01
2.96769461e-01 -1.69409057e-01]
[ 4.33030824e-02 1.33779167e-01 2.49948108e-01 2.45339898e-01
-3.22798426e-02 -1.89932310e-01 -1.56672549e-01 -1.31091412e-01
-1.43657789e-01 -2.92337429e-01]
[ 4.76854162e-02 1.48984188e-02 -1.05886022e-01 -1.94582562e-02
1.42105154e-01 2.88480714e-02 -7.59391421e-02 -1.83708704e-01
6.15196405e-02 2.44408731e-01]
[ -1.01571271e-02 -8.16179715e-02 -7.07902136e-02 -6.59099478e-02
3.55866023e-02 -1.68003603e-01 1.19102269e-01 9.76574031e-03
2.65023777e-02 -5.85200266e-03]
[ 4.69913897e-03 -3.32569237e-03 2.34016522e-01 3.98601270e-02
-1.17099935e-01 -1.18567505e-01 1.90364251e-01 3.99669773e-02
-2.12537254e-01 7.78162300e-02]
[ 3.79491193e-02 -6.27503793e-02 9.26004207e-02 -4.06496234e-02
-8.78306329e-02 8.92927600e-02 1.68079019e-01 -2.71425118e-01
-5.39455474e-02 -1.36440418e-01]
[ -3.67030352e-02 1.17664851e-02 7.29098609e-02 -6.68775378e-02
8.58292784e-02 1.96357729e-01 1.73958383e-01 1.17946014e-01
-4.90705442e-02 1.43008354e-01]
[ 2.27513518e-01 6.91173331e-02 3.28476544e-02 9.11892403e-02
2.08895770e-02 -2.57340858e-02 -1.68286118e-01 1.47539831e-01
-4.66257973e-02 -4.58200818e-03]
[ -2.36623597e-02 -1.93550815e-01 -1.49363352e-02 -5.42495753e-02
-1.11124642e-01 -8.49348148e-02 -2.25576688e-02 4.11423123e-02
4.89290064e-02 1.01475563e-01]
[ -1.14813728e-01 2.43561976e-01 4.27260919e-02 1.95234431e-01
-4.50374763e-01 -2.24090756e-01 -3.05482964e-01 -7.30125562e-02
1.10178026e-01 1.14835340e-01]
[ 4.76422835e-02 2.45789730e-01 -5.20714315e-03 2.30348414e-01
-2.49790210e-01 -3.04002800e-03 -1.27400801e-01 1.52023730e-01
4.92682754e-02 3.11814470e-01]
[ 2.08191088e-01 1.58579411e-01 2.17752617e-01 5.94914258e-02
-1.27707372e-01 1.17035350e-01 -5.01517142e-02 1.63797478e-01
1.73307776e-01 -9.73810760e-03]
[ -1.00686321e-01 1.42276183e-01 2.27831500e-01 -2.61724856e-02
1.00742080e-01 1.48806461e-01 -1.27047552e-02 -1.45697262e-02
-6.60683345e-02 8.07524116e-03]
[ -1.04389700e-01 -2.67854902e-02 2.13708255e-02 7.97859254e-02
-9.58654469e-03 1.22088404e-01 2.80422202e-01 2.05997003e-02
-2.85121968e-01 -1.06146612e-01]
[ -1.85474531e-01 7.59285580e-02 -7.65665275e-02 -2.96469815e-01
2.27798523e-02 1.00387541e-01 -9.48382938e-04 1.03359507e-01
-1.71999513e-01 8.34562915e-02]
[ 7.88027195e-02 -1.73690558e-01 -9.32679307e-02 -6.37384549e-02
5.01898434e-02 -1.26793928e-02 -3.79243564e-02 1.53036430e-01
-8.99684435e-02 -1.11433848e-01]
[ 1.56345376e-01 -1.11360185e-01 -1.35465115e-01 3.85470075e-03
1.32986718e-01 -6.38243345e-02 -6.39407236e-02 -1.47339139e-01
1.35933326e-01 -8.73635250e-02]
[ -1.27506962e-01 1.68673282e-01 2.52686814e-01 -3.92060751e-02
1.93456259e-01 9.76600980e-02 -2.01404571e-02 -2.97510096e-01
-1.36752523e-01 -6.84655296e-02]
[ -3.44983775e-01 1.54458424e-01 1.32102699e-02 -1.67325065e-02
5.82110168e-02 -1.72828033e-01 -1.03919573e-01 2.35331687e-01
-8.98129352e-02 1.02544072e-01]
[ 1.45575543e-01 1.31225974e-01 -2.42612740e-01 -1.02108475e-01
9.80223755e-02 -2.86119250e-01 -8.16845011e-03 -1.67142525e-01
-1.22509803e-02 -1.91195224e-01]
[ 2.11629214e-01 -1.18621193e-01 6.07156589e-02 -2.07824384e-02
-3.20227195e-03 -2.97371022e-02 -4.70844031e-02 -1.36493796e-01
1.09798463e-01 -1.72213660e-01]
[ -9.93780834e-02 9.21221600e-03 1.22737441e-01 1.18637973e-01
-5.45454186e-02 -1.13401237e-01 2.08012513e-01 -7.64102023e-02
1.89759625e-01 8.10090907e-03]
[ 2.41517169e-02 -8.78527084e-02 2.17526353e-01 -2.17182801e-01
6.22766005e-02 1.07049553e-01 -3.19437693e-02 -1.11497252e-01
3.57083343e-02 2.66860125e-01]]
[[ 0.31018399]
[ 0.90575954]
[ 0.15585789]
[ 0.39385515]
[-1.48396031]
[-0.21875461]
[-0.99281661]
[-0.02602474]
[ 0.29953662]
[ 0.51127531]]
Progress: 7.2% ... Training loss: 0.510 ... Validation loss: 0.815[[ 1.47824372e-01 2.99643121e-01 -1.22041586e-01 9.63250354e-02
-6.71096889e-01 -5.94089941e-02 -1.45301041e-01 1.27391531e-01
-1.05759937e-01 2.11169855e-01]
[ 1.96744931e-02 1.88431098e-01 -1.76606319e-02 4.50991623e-02
7.83619905e-02 -7.70071463e-03 2.82123530e-01 4.14712822e-02
1.42679550e-01 -2.10688871e-02]
[ 2.30432753e-01 4.84350768e-01 4.99150367e-02 1.95836615e-01
-1.89924084e-01 -9.36284510e-02 -6.53330192e-01 -3.31816922e-02
1.52633092e-01 4.50088113e-01]
[ -5.96777051e-02 -4.20417265e-01 -2.62366762e-01 -5.58475505e-02
3.14821733e-01 1.92653947e-01 2.83218924e-01 5.66717040e-02
-2.22471641e-02 -1.23690435e-02]
[ -3.92267507e-03 2.17615080e-01 -1.48934562e-01 4.51012494e-02
1.14743425e-01 -1.75580483e-01 -2.40112741e-02 -1.19049880e-01
-2.01916380e-01 5.88105225e-02]
[ -3.55834203e-01 -2.70011392e-01 -2.91039917e-01 1.25734771e-01
1.73618453e-01 6.22597368e-02 -9.22466255e-03 -3.33517946e-02
-2.45268564e-02 2.12419467e-02]
[ -5.52804773e-03 -1.18316528e-01 9.50498013e-03 1.02317838e-01
-1.42949417e-01 -7.13061363e-02 1.50920773e-01 -1.87715224e-01
1.80446174e-01 4.99352190e-02]
[ 1.21065646e-01 -1.50214800e-01 3.40788866e-02 -5.88660476e-02
1.29802954e-01 -4.57879998e-02 -3.30711194e-02 1.24083608e-01
6.93072916e-02 8.55982455e-03]
[ -1.40631813e-01 2.64208191e-02 -2.93476644e-01 2.15192206e-02
-1.83588660e-01 5.52086292e-02 -3.34996526e-01 -2.62415249e-02
2.91878650e-01 -7.03331164e-02]
[ 3.72309089e-02 -2.00883539e-01 7.48314808e-02 -4.72139207e-03
1.74974341e-01 -8.31908184e-02 8.33188200e-04 -9.36530595e-02
-4.06379338e-02 1.31720596e-01]
[ -6.68250007e-02 1.64361827e-01 3.94588263e-03 -1.45609928e-01
-5.97935150e-02 2.15425118e-02 1.92447370e-02 -1.01388305e-01
-1.40162357e-02 -1.03896966e-01]
[ -5.89734519e-02 1.17552704e-01 -4.77696191e-02 5.59057125e-02
1.33102666e-01 7.56685691e-02 -1.55335353e-01 -1.43206470e-02
-1.16693305e-01 -1.28844757e-01]
[ -1.55517551e-01 7.46252512e-03 6.26834706e-02 2.38978096e-02
-1.77628790e-01 -2.20539039e-01 -1.82192829e-01 -1.96914999e-01
8.88733526e-02 1.76561354e-01]
[ -2.05816448e-01 -9.78947433e-02 1.23288261e-01 2.78362254e-01
-1.62700303e-01 -8.50645196e-02 -1.59482254e-01 -2.54333139e-01
-2.01624466e-01 2.16383149e-02]
[ 1.10480195e-01 -3.86996396e-02 -2.15860782e-02 1.02888200e-01
8.84516814e-03 -7.53305139e-02 1.03869399e-01 5.01063023e-03
1.90399709e-02 1.22979520e-02]
[ 2.01300124e-02 -6.28584807e-02 -2.18543258e-01 1.23388803e-01
-8.82163485e-03 1.00491563e-01 -5.49467437e-02 -1.90180457e-02
-1.15786348e-01 -2.65766283e-02]
[ -1.32651167e-01 -6.10243306e-02 -2.09219712e-01 1.43128099e-01
-1.95207844e-02 1.40124423e-01 2.56540128e-02 -2.50195457e-01
5.47792622e-02 -2.14507483e-01]
[ -7.54808503e-02 -3.91977278e-02 2.74288580e-01 9.48647578e-02
1.19908938e-01 -5.88870285e-02 -1.30369832e-01 1.22110004e-01
6.44770460e-02 3.09752949e-02]
[ 6.67273231e-02 5.09571450e-02 9.49506542e-02 1.12963451e-01
-1.42831120e-02 -3.14105973e-02 1.98187925e-01 1.19374186e-01
-2.15433519e-02 -3.46547598e-02]
[ 1.06919195e-02 -1.24231674e-01 -2.87558370e-01 -3.96175870e-02
2.16208957e-01 -9.60248746e-02 1.47247701e-01 1.63531247e-01
1.10933480e-01 -1.73463360e-02]
[ 4.98850061e-02 2.87609949e-02 -1.21435445e-01 3.69632128e-02
-8.22121436e-02 3.29738480e-01 2.36479044e-01 2.06485514e-01
-1.72700270e-01 -5.26475887e-02]
[ 1.42718667e-02 6.19619979e-03 1.24337498e-01 1.17488486e-01
-6.13597755e-02 1.05367020e-01 -2.36359395e-01 -3.85523928e-02
2.14735685e-01 1.01439098e-01]
[ 1.06120945e-01 8.14884450e-02 -5.08386084e-02 -1.07478488e-01
-1.12313229e-01 -3.28917196e-01 1.00076708e-01 8.60216317e-03
1.39580146e-01 8.85320512e-02]
[ -9.75667634e-02 2.47632901e-02 -1.48635412e-02 2.36237044e-02
9.76344866e-03 -2.02334017e-01 -9.30751608e-02 -1.92688319e-02
1.50467249e-02 1.30777656e-01]
[ -1.27773774e-01 -6.57094838e-03 -1.89647112e-01 1.87061901e-02
-3.19452468e-01 -1.21666614e-02 -6.75661080e-02 -2.22253774e-02
2.10909440e-02 8.91054113e-02]
[ 3.73086853e-02 1.31148552e-01 -4.13284964e-02 -3.21042832e-02
2.12954314e-01 2.36784580e-01 3.19265706e-01 1.13210976e-01
-1.08863874e-01 -2.63409746e-01]
[ 6.31311704e-02 -1.20583093e-01 9.79280561e-03 3.98814486e-02
2.90533761e-01 5.47849593e-02 2.40966269e-01 9.15744377e-02
1.13324986e-01 -2.50460227e-01]
[ 7.66948086e-02 -2.05680374e-01 -1.05658700e-02 -1.45570199e-02
3.69695006e-01 -1.44281538e-02 2.44909779e-01 4.85310294e-02
-2.90981050e-01 -1.10949090e-01]
[ -7.73311159e-02 -3.18761199e-01 3.49916038e-02 -7.49931270e-02
3.53998753e-01 -1.41066654e-01 3.20407923e-01 -8.17980210e-02
2.89277200e-02 2.11221889e-01]
[ -2.10581719e-01 -1.50715452e-01 9.19901873e-02 5.65243940e-02
5.94232927e-01 1.00049996e-01 1.55220212e-01 4.81126623e-02
-9.81606826e-03 -2.15549848e-02]
[ -8.54962208e-02 3.77597338e-02 3.05653935e-01 -8.16015007e-02
1.39443013e-01 -1.08279275e-01 3.24057231e-01 1.44517921e-02
-1.32615516e-01 1.41109092e-01]
[ -6.40599762e-02 -3.36445955e-02 -1.49923829e-01 -1.18759002e-02
2.00602282e-01 -2.63261679e-01 -2.29234422e-02 1.70997498e-01
5.74664149e-02 -2.36266961e-02]
[ 9.01165246e-02 1.67800165e-01 1.52578005e-01 -1.24883803e-01
3.92929103e-02 6.59809832e-02 -6.68211734e-02 2.85882941e-01
4.82785897e-02 1.32522156e-01]
[ 2.70673329e-01 9.94306182e-02 -1.21766504e-01 2.08528044e-01
-6.13576576e-01 -2.40594510e-01 -2.31489833e-01 1.80314966e-01
2.97627747e-01 -1.67871428e-01]
[ 4.33565417e-02 1.33859625e-01 2.49980271e-01 2.45437123e-01
-3.25402597e-02 -1.89987162e-01 -1.56872687e-01 -1.31096452e-01
-1.43597023e-01 -2.92267041e-01]
[ 4.74286428e-02 1.42678329e-02 -1.06026687e-01 -1.98019128e-02
1.43186063e-01 2.90281259e-02 -7.52290627e-02 -1.83686297e-01
6.12672675e-02 2.44005315e-01]
[ -1.05654037e-02 -8.29161047e-02 -7.10162332e-02 -6.64895319e-02
3.76909345e-02 -1.67701410e-01 1.20410316e-01 9.80393644e-03
2.60766279e-02 -6.57440207e-03]
[ 4.56496092e-03 -3.53548480e-03 2.33941895e-01 3.97109960e-02
-1.16630589e-01 -1.18503782e-01 1.90800069e-01 3.99774293e-02
-2.12662753e-01 7.76028810e-02]
[ 3.79085392e-02 -6.28391539e-02 9.25782418e-02 -4.07070594e-02
-8.76457930e-02 8.93269034e-02 1.68186769e-01 -2.71421108e-01
-5.39891367e-02 -1.36504093e-01]
[ -3.70755464e-02 1.09684856e-02 7.27293121e-02 -6.73506861e-02
8.75018489e-02 1.96602906e-01 1.75075560e-01 1.17976448e-01
-4.94131839e-02 1.42427318e-01]
[ 2.27207295e-01 6.83764668e-02 3.26897541e-02 9.08044750e-02
2.23935863e-02 -2.55195095e-02 -1.67393927e-01 1.47566695e-01
-4.69496769e-02 -5.09169334e-03]
[ -2.36213527e-02 -1.93104769e-01 -1.49146960e-02 -5.41751477e-02
-1.11442869e-01 -8.49962826e-02 -2.28261673e-02 4.11322539e-02
4.89592416e-02 1.01517315e-01]
[ -1.14361230e-01 2.44849974e-01 4.29725178e-02 1.95864491e-01
-4.52502435e-01 -2.24423306e-01 -3.06809629e-01 -7.30543870e-02
1.10650142e-01 1.15579906e-01]
[ 4.90419613e-02 2.49268794e-01 -4.45872711e-03 2.32143218e-01
-2.55354302e-01 -4.01243948e-03 -1.30922817e-01 1.51897078e-01
5.06517754e-02 3.13780726e-01]
[ 2.08223315e-01 1.58667206e-01 2.17777713e-01 5.95551277e-02
-1.27896721e-01 1.16999786e-01 -5.02544799e-02 1.63792981e-01
1.73351228e-01 -9.66910977e-03]
[ -1.00218877e-01 1.43660309e-01 2.28091038e-01 -2.55320648e-02
9.83420116e-02 1.48452424e-01 -1.41331918e-02 -1.46116004e-02
-6.55897135e-02 8.85383978e-03]
[ -1.04372280e-01 -2.67401216e-02 2.13790861e-02 7.98057087e-02
-9.66839397e-03 1.22077588e-01 2.80360260e-01 2.05982721e-02
-2.85105675e-01 -1.06120995e-01]
[ -1.85741944e-01 7.51956354e-02 -7.66977910e-02 -2.96810410e-01
2.40646611e-02 1.00559676e-01 -1.61449846e-04 1.03380261e-01
-1.72258547e-01 8.30186084e-02]
[ 7.85701108e-02 -1.74423691e-01 -9.33828917e-02 -6.40502746e-02
5.13511003e-02 -1.25067955e-02 -3.72203639e-02 1.53056914e-01
-9.01925895e-02 -1.11824669e-01]
[ 1.55693524e-01 -1.13324757e-01 -1.35773743e-01 3.06394780e-03
1.36142765e-01 -6.33901386e-02 -6.18859757e-02 -1.47286378e-01
1.35315202e-01 -8.84216580e-02]
[ -1.28031827e-01 1.67230004e-01 2.52436950e-01 -3.98369219e-02
1.95671451e-01 9.79901608e-02 -1.84475798e-02 -2.97471863e-01
-1.37248880e-01 -6.93358719e-02]
[ -3.44479468e-01 1.55531068e-01 1.34793962e-02 -1.61301568e-02
5.61871939e-02 -1.73112448e-01 -1.04745865e-01 2.35286950e-01
-8.92976427e-02 1.03133241e-01]
[ 1.46020825e-01 1.32846905e-01 -2.42337407e-01 -1.01391370e-01
9.62321604e-02 -2.86494751e-01 -9.40073934e-03 -1.67193034e-01
-1.17856763e-02 -1.90425284e-01]
[ 2.11955444e-01 -1.17385334e-01 6.09226256e-02 -2.03090645e-02
-4.38956518e-03 -3.00415241e-02 -4.80808720e-02 -1.36526605e-01
1.10142737e-01 -1.71769016e-01]
[ -9.96309390e-02 8.41505269e-03 1.22627060e-01 1.18342905e-01
-5.28254319e-02 -1.13241621e-01 2.08784826e-01 -7.63903532e-02
1.89508865e-01 7.75066439e-03]
[ 2.41286311e-02 -8.79862504e-02 2.17513692e-01 -2.17205506e-01
6.23994171e-02 1.07057356e-01 -3.17619180e-02 -1.11495490e-01
3.56859506e-02 2.66835164e-01]]
[[ 0.31366792]
[ 0.90717198]
[ 0.15509557]
[ 0.39531725]
[-1.49068771]
[-0.21842487]
[-0.9958323 ]
[-0.02022405]
[ 0.30384379]
[ 0.51523676]]
Progress: 7.2% ... Training loss: 0.509 ... Validation loss: 0.811[[ 1.48831129e-01 3.01802991e-01 -1.21481684e-01 9.76538657e-02
-6.72931925e-01 -6.01667533e-02 -1.47112189e-01 1.27309823e-01
-1.04651629e-01 2.12417996e-01]
[ 1.96800407e-02 1.88435641e-01 -1.76572925e-02 4.51066095e-02
7.83325892e-02 -7.70184682e-03 2.82094800e-01 4.14711515e-02
1.42685724e-01 -2.10574545e-02]
[ 2.31553783e-01 4.86424639e-01 5.04184794e-02 1.97223760e-01
-1.91573644e-01 -9.45012909e-02 -6.55115299e-01 -3.32662791e-02
1.53902443e-01 4.51485789e-01]
[ -6.34136036e-02 -4.30340747e-01 -2.64211570e-01 -6.08295531e-02
3.29267000e-01 1.95466860e-01 2.93372850e-01 5.69371029e-02
-2.61698890e-02 -1.79811333e-02]
[ -5.61746671e-03 2.13534892e-01 -1.49644636e-01 4.30454259e-02
1.20349412e-01 -1.74400338e-01 -1.92939577e-02 -1.18943031e-01
-2.03542743e-01 5.62749130e-02]
[ -3.55736985e-01 -2.69703300e-01 -2.90961000e-01 1.25896981e-01
1.73244554e-01 6.21660069e-02 -9.72573573e-03 -3.33607628e-02
-2.44188929e-02 2.12981771e-02]
[ -5.22229572e-03 -1.17152816e-01 9.64184705e-03 1.02634505e-01
-1.43034446e-01 -7.15109647e-02 1.49973393e-01 -1.87737156e-01
1.80711336e-01 5.03352875e-02]
[ 1.20242103e-01 -1.53552194e-01 3.36576318e-02 -5.99352346e-02
1.35067783e-01 -4.52559528e-02 -2.93559840e-02 1.24133526e-01
6.86231274e-02 7.01075693e-03]
[ -1.41219654e-01 2.45268754e-02 -2.93722308e-01 2.07774350e-02
-1.80469494e-01 5.56235649e-02 -3.32623521e-01 -2.62036775e-02
2.91303521e-01 -7.13827501e-02]
[ 3.79111842e-02 -2.00199222e-01 7.51569051e-02 -3.93438414e-03
1.75422615e-01 -8.36920194e-02 1.00570162e-04 -9.37023715e-02
-3.98848209e-02 1.32337522e-01]
[ -6.83078483e-02 1.60477233e-01 3.23969366e-03 -1.47489500e-01
-5.31001393e-02 2.25584272e-02 2.38523205e-02 -1.01294485e-01
-1.54657031e-02 -1.06332078e-01]
[ -5.91792932e-02 1.16993448e-01 -4.78399890e-02 5.56661808e-02
1.33886082e-01 7.58022792e-02 -1.54570632e-01 -1.43082904e-02
-1.16883118e-01 -1.29168972e-01]
[ -1.55517551e-01 7.46252512e-03 6.26834706e-02 2.38978096e-02
-1.77628790e-01 -2.20539039e-01 -1.82192829e-01 -1.96914999e-01
8.88733526e-02 1.76561354e-01]
[ -2.05795100e-01 -9.78222063e-02 1.23308191e-01 2.78407573e-01
-1.62799773e-01 -8.50872399e-02 -1.59571561e-01 -2.54335186e-01
-2.01594328e-01 2.17007582e-02]
[ 1.10240136e-01 -3.93723988e-02 -2.16897664e-02 1.02596169e-01
1.00468122e-02 -7.51721585e-02 1.04521117e-01 5.02455080e-03
1.88214793e-02 1.19121613e-02]
[ 2.06679089e-02 -6.13661312e-02 -2.18272525e-01 1.24076902e-01
-1.12680930e-02 1.00106962e-01 -5.66804615e-02 -1.90535091e-02
-1.15271837e-01 -2.58429556e-02]
[ -1.32651726e-01 -6.08940571e-02 -2.09224962e-01 1.43115572e-01
-1.95214077e-02 1.40114007e-01 2.57087256e-02 -2.50193064e-01
5.47756791e-02 -2.14502177e-01]
[ -7.55362146e-02 -3.93569498e-02 2.74237223e-01 9.47899959e-02
1.20484000e-01 -5.88288389e-02 -1.30126621e-01 1.22112311e-01
6.44140298e-02 3.07851278e-02]
[ 6.70768542e-02 5.19022321e-02 9.51562251e-02 1.13411145e-01
-1.47052470e-02 -3.16845294e-02 1.97247417e-01 1.19343229e-01
-2.11473102e-02 -3.41406088e-02]
[ 1.02854162e-02 -1.25351132e-01 -2.87774964e-01 -4.01545104e-02
2.18328797e-01 -9.57411784e-02 1.48207827e-01 1.63561472e-01
1.10530820e-01 -1.80314412e-02]
[ 4.98910609e-02 2.81470201e-02 -1.21426564e-01 3.69780607e-02
-8.13335432e-02 3.29681126e-01 2.37342391e-01 2.06480065e-01
-1.72630939e-01 -5.27727090e-02]
[ 1.39737352e-02 5.09594002e-03 1.24176826e-01 1.17057218e-01
-5.96765967e-02 1.05605245e-01 -2.34747322e-01 -3.85311250e-02
2.14436485e-01 1.00892904e-01]
[ 1.05774105e-01 8.04051269e-02 -5.09889200e-02 -1.07924825e-01
-1.10507055e-01 -3.28667521e-01 1.01255467e-01 8.62496113e-03
1.39229506e-01 8.79408594e-02]
[ -9.78100018e-02 2.40362053e-02 -1.49845829e-02 2.33106596e-02
1.09471916e-02 -2.02164756e-01 -9.22910091e-02 -1.92527107e-02
1.48092739e-02 1.30374225e-01]
[ -1.28106323e-01 -7.49465242e-03 -1.89794446e-01 1.82850298e-02
-3.18006957e-01 -1.19266156e-02 -6.65109865e-02 -2.22036295e-02
2.07697978e-02 8.85744359e-02]
[ 3.73086853e-02 1.31148552e-01 -4.13284964e-02 -3.21042832e-02
2.12954314e-01 2.36784580e-01 3.19265706e-01 1.13210976e-01
-1.08863874e-01 -2.63409746e-01]
[ 6.27826104e-02 -1.21507961e-01 9.62221586e-03 3.94434050e-02
2.92113434e-01 5.50243983e-02 2.42052091e-01 9.15970487e-02
1.12989643e-01 -2.51033293e-01]
[ 7.61066076e-02 -2.07417064e-01 -1.08722160e-02 -1.53425412e-02
3.72583001e-01 -1.39909771e-02 2.46803039e-01 4.85712632e-02
-2.91582709e-01 -1.11893468e-01]
[ -7.75964895e-02 -3.19512272e-01 3.48690466e-02 -7.53334200e-02
3.55300933e-01 -1.40879325e-01 3.21261918e-01 -8.17804226e-02
2.86654125e-02 2.10796106e-01]
[ -2.11398616e-01 -1.53075913e-01 9.15964657e-02 5.54955730e-02
5.97961287e-01 1.00614360e-01 1.57825251e-01 4.81649248e-02
-1.06059120e-02 -2.28434827e-02]
[ -8.57504836e-02 3.70473019e-02 3.05526810e-01 -8.19308044e-02
1.40589101e-01 -1.08101127e-01 3.24823340e-01 1.44684915e-02
-1.32862183e-01 1.40681312e-01]
[ -6.49436158e-02 -3.60921490e-02 -1.50358541e-01 -1.30148066e-02
2.04633469e-01 -2.62664924e-01 -2.01687261e-02 1.71055147e-01
5.66174331e-02 -2.50782689e-02]
[ 9.00102757e-02 1.67532809e-01 1.52544412e-01 -1.24997203e-01
3.97144765e-02 6.60503512e-02 -6.64889369e-02 2.85889005e-01
4.81967622e-02 1.32413901e-01]
[ 2.70658140e-01 9.92366774e-02 -1.21800481e-01 2.08357264e-01
-6.12530485e-01 -2.40528234e-01 -2.31619317e-01 1.80319180e-01
2.97524877e-01 -1.67919232e-01]
[ 4.33858532e-02 1.33898713e-01 2.49990203e-01 2.45461807e-01
-3.26238488e-02 -1.90003772e-01 -1.57059707e-01 -1.31096745e-01
-1.43579659e-01 -2.92281809e-01]
[ 4.73760264e-02 1.40731963e-02 -1.06055492e-01 -1.98768173e-02
1.43536425e-01 2.90699411e-02 -7.50979034e-02 -1.83682554e-01
6.12198557e-02 2.43881091e-01]
[ -1.03332970e-02 -8.22883503e-02 -7.09121150e-02 -6.61735237e-02
3.67360601e-02 -1.67864851e-01 1.19767638e-01 9.78741391e-03
2.63152102e-02 -6.25765208e-03]
[ 5.00907186e-03 -2.33010227e-03 2.34159132e-01 4.02594724e-02
-1.18529144e-01 -1.18804986e-01 1.89423542e-01 3.99487367e-02
-2.12253422e-01 7.82025415e-02]
[ 3.81909326e-02 -6.17560184e-02 9.27301325e-02 -4.02860406e-02
-8.91565775e-02 8.90980774e-02 1.67363909e-01 -2.71443929e-01
-5.36803854e-02 -1.36071811e-01]
[ -3.71573378e-02 1.08320556e-02 7.26947469e-02 -6.74487893e-02
8.77937860e-02 1.96652058e-01 1.75314030e-01 1.17981622e-01
-4.94922453e-02 1.42306372e-01]
[ 2.27354781e-01 6.88382725e-02 3.27536464e-02 9.09825756e-02
2.21318034e-02 -2.56364633e-02 -1.67706161e-01 1.47558883e-01
-4.68230294e-02 -4.87914912e-03]
[ -2.34376859e-02 -1.92704973e-01 -1.48228426e-02 -5.39422648e-02
-1.12080449e-01 -8.51019487e-02 -2.33133434e-02 4.11204633e-02
4.91468801e-02 1.01780989e-01]
[ -1.13413788e-01 2.47206528e-01 4.34320582e-02 1.97062715e-01
-4.56043790e-01 -2.25091924e-01 -3.08995116e-01 -7.31173140e-02
1.11586348e-01 1.17015239e-01]
[ 4.96847215e-02 2.50671723e-01 -4.09352249e-03 2.33051565e-01
-2.57843978e-01 -4.54741285e-03 -1.32406485e-01 1.51845465e-01
5.14228919e-02 3.14747537e-01]
[ 2.08290442e-01 1.58857321e-01 2.17830606e-01 5.96450355e-02
-1.28247788e-01 1.16947557e-01 -5.04833766e-02 1.63788163e-01
1.73423953e-01 -9.55249924e-03]
[ -1.00119039e-01 1.43890595e-01 2.28140454e-01 -2.53971657e-02
9.79035890e-02 1.48381234e-01 -1.43971279e-02 -1.46182980e-02
-6.54902094e-02 9.00971634e-03]
[ -1.04366581e-01 -2.67534976e-02 2.13804295e-02 7.98036321e-02
-9.64489642e-03 1.22074098e-01 2.80322648e-01 2.05988514e-02
-2.85102979e-01 -1.06105315e-01]
[ -1.86024320e-01 7.43606851e-02 -7.68400978e-02 -2.97168073e-01
2.54338023e-02 1.00760188e-01 7.38237774e-04 1.03398186e-01
-1.72536605e-01 8.25477144e-02]
[ 7.81749100e-02 -1.75606303e-01 -9.35730480e-02 -6.45571019e-02
5.32657752e-02 -1.22255055e-02 -3.59835955e-02 1.53083012e-01
-9.05752854e-02 -1.12484327e-01]
[ 1.54479421e-01 -1.16932095e-01 -1.36387437e-01 1.49540515e-03
1.41781049e-01 -6.25540230e-02 -5.82084567e-02 -1.47205761e-01
1.34147354e-01 -9.04799450e-02]
[ -1.28279502e-01 1.66360084e-01 2.52299311e-01 -4.01433835e-02
1.97227899e-01 9.81322299e-02 -1.72088306e-02 -2.97459800e-01
-1.37458610e-01 -6.98850816e-02]
[ -3.44666168e-01 1.55000680e-01 1.34083123e-02 -1.63693393e-02
5.71569644e-02 -1.72968850e-01 -1.04134675e-01 2.35299153e-01
-8.94828159e-02 1.02835807e-01]
[ 1.45415890e-01 1.31161183e-01 -2.42610015e-01 -1.02170500e-01
9.89802203e-02 -2.86082951e-01 -7.49016037e-03 -1.67153579e-01
-1.23743772e-02 -1.91437389e-01]
[ 2.12483650e-01 -1.16197270e-01 6.12408710e-02 -1.95643633e-02
-6.16253111e-03 -3.04728106e-02 -4.89664862e-02 -1.36568726e-01
1.10792886e-01 -1.71029120e-01]
[ -9.92164444e-02 9.75067115e-03 1.22827244e-01 1.18776282e-01
-5.31828222e-02 -1.13498596e-01 2.07182001e-01 -7.64164979e-02
1.89854602e-01 8.46521143e-03]
[ 2.44309299e-02 -8.75760986e-02 2.17639154e-01 -2.16822362e-01
6.15422770e-02 1.06860460e-01 -3.20718282e-02 -1.11514697e-01
3.59553487e-02 2.67155355e-01]]
[[ 0.31093597]
[ 0.90952519]
[ 0.15615308]
[ 0.39423843]
[-1.50917371]
[-0.22534835]
[-1.0079075 ]
[-0.02646065]
[ 0.29935395]
[ 0.51441086]]
Progress: 7.2% ... Training loss: 0.507 ... Validation loss: 0.810[[ 0.14722581 0.29608723 -0.12237144 0.09540382 -0.66409202 -0.05886762
-0.14104272 0.12745692 -0.1062637 0.2094662 ]
[ 0.01960104 0.18816764 -0.01770369 0.0449955 0.07877427 -0.00763596
0.28236082 0.04147831 0.14261433 -0.02120844]
[ 0.22909092 0.47894513 0.0491106 0.19374969 -0.17794562 -0.0925475
-0.6464049 -0.03303396 0.15141909 0.44739477]
[-0.06202285 -0.42647024 -0.26346384 -0.05889129 0.32196544 0.19443256
0.28866424 0.05681156 -0.02477825 -0.01535188]
[-0.00412458 0.21809919 -0.14884128 0.04513079 0.1143613 -0.17552047
-0.02310797 -0.1190935 -0.2019973 0.05882613]
[-0.35609026 -0.27107598 -0.29116958 0.12543124 0.17510064 0.06243421
-0.00844616 -0.03333302 -0.02475519 0.02056888]
[-0.00591625 -0.11912785 0.00924629 0.1016966 -0.13931054 -0.07101746
0.15239333 -0.18767341 0.17998184 0.04910808]
[ 0.1177998 -0.16177437 0.03235562 -0.06331359 0.14782384 -0.04334702
-0.02066045 0.12435511 0.06622016 0.00276142]
[-0.14061804 0.02615471 -0.29342157 0.02153208 -0.18310347 0.05522614
-0.33427409 -0.02625335 0.2918041 -0.07045165]
[ 0.03580836 -0.20724526 0.07397862 -0.00691419 0.18662786 -0.08204723
0.00783597 -0.09350789 -0.04203573 0.12850742]
[-0.06871208 0.1586356 0.00299293 -0.14807503 -0.05032411 0.02292331
0.0257191 -0.10125575 -0.01593314 -0.10718164]
[-0.05956015 0.11593906 -0.04802035 0.05520417 0.13560689 0.07606581
-0.15342833 -0.01427809 -0.11723297 -0.12976405]
[-0.15551755 0.00746253 0.06268347 0.02389781 -0.17762879 -0.22053904
-0.18219283 -0.196915 0.08887335 0.17656135]
[-0.20560729 -0.09763173 0.1233955 0.27863754 -0.16362667 -0.0852192
-0.16003433 -0.25435218 -0.20140382 0.02188467]
[ 0.11024018 -0.03945384 -0.02169817 0.10258526 0.01009763 -0.07516121
0.10454018 0.00502471 0.01881396 0.0118594 ]
[ 0.02028876 -0.06236748 -0.21847227 0.12359622 -0.00943599 0.10038066
-0.05548993 -0.01902201 -0.11563446 -0.02646204]
[-0.13289027 -0.06180703 -0.20936072 0.1427824 -0.01820298 0.14029802
0.02671514 -0.25017032 0.0545492 -0.21494566]
[-0.07550288 -0.03927103 0.27423109 0.09483181 0.12042615 -0.05883985
-0.13013109 0.12211048 0.06443769 0.03077102]
[ 0.06605285 0.04927454 0.09463266 0.11206493 -0.0096456 -0.03097837
0.20041346 0.11943309 -0.02220933 -0.03579302]
[ 0.00943202 -0.1283627 -0.28822246 -0.04134492 0.22289463 -0.09504703
0.15125326 0.16363734 0.10973355 -0.01951714]
[ 0.04920211 0.02566618 -0.12180575 0.03601323 -0.0776379 0.330208
0.24010939 0.20654281 -0.17333135 -0.05399307]
[ 0.01367542 0.00404637 0.12400873 0.11662622 -0.05802597 0.10585305
-0.23365825 -0.03850128 0.21412441 0.10033442]
[ 0.10651388 0.08238604 -0.05061982 -0.10698167 -0.11387741 -0.32916218
0.09901742 0.00856336 0.13987312 0.08910579]
[-0.09806793 0.02337023 -0.01511548 0.0229641 0.01220143 -0.20197393
-0.0914879 -0.01923016 0.01455483 0.12995338]
[-0.12821491 -0.00786262 -0.18985699 0.01814652 -0.31747711 -0.01185025
-0.0661479 -0.02219506 0.02066669 0.08841808]
[ 0.03715636 0.13067781 -0.04140886 -0.03230531 0.21371244 0.23690058
0.31977092 0.11322447 -0.10900882 -0.26365408]
[ 0.06179422 -0.12437059 0.00910583 0.03813908 0.29689536 0.05574295
0.24533347 0.09168163 0.11199939 -0.25270927]
[ 0.07555682 -0.20916551 -0.01117146 -0.01611558 0.3754846 -0.01355553
0.24865241 0.04862241 -0.2921647 -0.11285856]
[-0.07834957 -0.32164969 0.03447609 -0.07633241 0.35909919 -0.14031551
0.32374789 -0.08171375 0.02791221 0.20963302]
[-0.21166658 -0.15384596 0.09146312 0.05514815 0.59915562 0.10081332
0.15869763 0.04818794 -0.01086275 -0.02328689]
[-0.08657366 0.03460761 0.30510593 -0.08301079 0.14460213 -0.107488
0.3275009 0.01454028 -0.13366933 0.13932988]
[-0.06496669 -0.03618104 -0.15036802 -0.01303808 0.20472072 -0.26265298
-0.02008532 0.17105668 0.05660022 -0.02511223]
[ 0.08996921 0.16742887 0.15252374 -0.12504921 0.03989489 0.06607952
-0.06635974 0.28589251 0.04815889 0.13234555]
[ 0.27102258 0.09992415 -0.12162647 0.20883001 -0.61466113 -0.2407742
-0.23264731 0.18028753 0.29787207 -0.16749113]
[ 0.04364544 0.13450562 0.25012433 0.24580174 -0.03385864 -0.19019907
-0.15788716 -0.13111991 -0.14332254 -0.29188138]
[ 0.0470131 0.01321499 -0.10624555 -0.02034962 0.14538246 0.02931039
-0.07393272 -0.18365309 0.06083806 0.24335102]
[-0.01051874 -0.08291765 -0.07101725 -0.0664341 0.03774405 -0.16773984
0.12033302 0.00980501 0.02613762 -0.00657108]
[ 0.00498205 -0.00221971 0.23414402 0.0401964 -0.11834517 -0.11880134
0.18943162 0.03995424 -0.21232601 0.07817949]
[ 0.03833968 -0.06128848 0.09280474 -0.04009524 -0.08989641 0.08899195
0.16685432 -0.27145541 -0.05354789 -0.13580661]
[-0.03706654 0.01114814 0.07272499 -0.06733129 0.087424 0.19658445
0.17496964 0.11797381 -0.04940927 0.14238686]
[ 0.22715284 0.06827615 0.03264962 0.09071589 0.02307706 -0.02548326
-0.16712654 0.14757708 -0.04701107 -0.00520172]
[-0.02313888 -0.19189765 -0.01468148 -0.05356258 -0.11342038 -0.08530608
-0.02416854 0.04109557 0.0494266 0.10220679]
[-0.1124874 0.24898676 0.04390692 0.19820372 -0.45949508 -0.22567231
-0.31101737 -0.0731944 0.11251478 0.11837108]
[ 0.05007681 0.25148044 -0.0038921 0.23356094 -0.25959444 -0.00483356
-0.13333956 0.15181106 0.05181982 0.31526949]
[ 0.20841602 0.15917622 0.21789109 0.05980269 -0.12883279 0.11686422
-0.05089237 0.16377754 0.17353529 -0.00934755]
[-0.10047227 0.14295548 0.22795551 -0.02586005 0.09968526 0.14863942
-0.01329622 -0.01458803 -0.06582945 0.00841735]
[-0.10434047 -0.02673098 0.02138034 0.07982949 -0.00967474 0.12205895
0.28027134 0.02059673 -0.28506798 -0.10607374]
[-0.18659102 0.07279244 -0.07714095 -0.29794041 0.02809559 0.10118958
0.00234886 0.10344904 -0.17310607 0.08166406]
[ 0.07795058 -0.17629963 -0.09369604 -0.06484058 0.05445778 -0.01206502
-0.03517313 0.15310205 -0.09079648 -0.1128626 ]
[ 0.15408416 -0.11826699 -0.13664075 0.00087741 0.1439089 -0.06220219
-0.05676285 -0.14716234 0.13371765 -0.09117731]
[-0.12830582 0.16575892 0.25227751 -0.04017275 0.19734429 0.09813098
-0.01683596 -0.29746084 -0.13747381 -0.0700639 ]
[-0.34474941 0.15453444 0.01335415 -0.01653169 0.05761764 -0.17288037
-0.10359243 0.23530991 -0.08958699 0.10260292]
[ 0.14511762 0.13023797 -0.24278049 -0.10257835 0.1008052 -0.28588722
-0.00657763 -0.16712571 -0.01272463 -0.19192504]
[ 0.21106697 -0.12050459 0.06050803 -0.0214621 0.00095873 -0.02936896
-0.04405643 -0.13644757 0.10936587 -0.1734755 ]
[-0.1000436 0.00739364 0.12242035 0.11771491 -0.04927676 -0.11290038
0.2098 -0.07634477 0.18907938 0.00716119]
[ 0.02458995 -0.08752829 0.21767323 -0.21667304 0.06168714 0.10679682
-0.03212867 -0.11152516 0.03608873 0.26722775]]
[[ 0.28594003]
[ 0.88844623]
[ 0.13325409]
[ 0.37291363]
[-1.53190317]
[-0.24493042]
[-1.02678103]
[-0.04798679]
[ 0.277639 ]
[ 0.49002447]]
Progress: 7.3% ... Training loss: 0.516 ... Validation loss: 0.849[[ 1.49076866e-01 3.01237347e-01 -1.21405896e-01 9.79559908e-02
-6.71952026e-01 -6.05839958e-02 -1.47097412e-01 1.27109107e-01
-1.04218447e-01 2.12635671e-01]
[ 1.97928163e-02 1.88745660e-01 -1.76182734e-02 4.52567276e-02
7.76863645e-02 -7.80704181e-03 2.81783993e-01 4.14451089e-02
1.42783915e-01 -2.08935258e-02]
[ 2.29219520e-01 4.79088364e-01 4.92015942e-02 1.93910820e-01
-1.77587219e-01 -9.27581607e-02 -6.46887557e-01 -3.30606522e-02
1.51657301e-01 4.47438531e-01]
[ -6.10567959e-02 -4.23915033e-01 -2.63067390e-01 -5.76239917e-02
3.14844272e-01 1.93706144e-01 2.85690125e-01 5.66710527e-02
-2.39973862e-02 -1.34308385e-02]
[ -2.74524234e-03 2.22012521e-01 -1.48200888e-01 4.68240625e-02
1.08827134e-01 -1.76639281e-01 -2.77172502e-02 -1.19346772e-01
-2.00423666e-01 6.09543617e-02]
[ -3.56072275e-01 -2.70904766e-01 -2.91144468e-01 1.25501206e-01
1.74852795e-01 6.23744818e-02 -8.50763483e-03 -3.33469573e-02
-2.46946332e-02 2.06978910e-02]
[ -5.21651853e-03 -1.17258730e-01 9.60682766e-03 1.02572160e-01
-1.42164737e-01 -7.15627992e-02 1.49796204e-01 -1.87798665e-01
1.80742003e-01 5.02656195e-02]
[ 1.18988965e-01 -1.58201328e-01 3.29679227e-02 -6.15993843e-02
1.42380904e-01 -4.45548967e-02 -2.45556311e-02 1.24126054e-01
6.75476282e-02 4.74483634e-03]
[ -1.39825251e-01 2.82682285e-02 -2.93067658e-01 2.25815745e-02
-1.87364528e-01 5.45470368e-02 -3.37092955e-01 -2.63915149e-02
2.92557684e-01 -6.92124901e-02]
[ 3.83781221e-02 -1.99754404e-01 7.52701187e-02 -3.38845722e-03
1.74761651e-01 -8.43969847e-02 -1.23754257e-03 -9.39858005e-02
-3.92903885e-02 1.32812799e-01]
[ -6.83010181e-02 1.59593829e-01 3.17727522e-03 -1.47518546e-01
-5.26440140e-02 2.25446529e-02 2.45225258e-02 -1.01331446e-01
-1.55067082e-02 -1.06499299e-01]
[ -5.98413096e-02 1.15216875e-01 -4.81443310e-02 5.48311693e-02
1.36986958e-01 7.63021871e-02 -1.52530892e-01 -1.42309140e-02
-1.17502956e-01 -1.30242644e-01]
[ -1.55517551e-01 7.46252512e-03 6.26834706e-02 2.38978096e-02
-1.77628790e-01 -2.20539039e-01 -1.82192829e-01 -1.96914999e-01
8.88733526e-02 1.76561354e-01]
[ -2.05697767e-01 -9.79384640e-02 1.23362977e-01 2.78521633e-01
-1.63241681e-01 -8.51427429e-02 -1.59764111e-01 -2.54339207e-01
-2.01480112e-01 2.17457924e-02]
[ 1.10544100e-01 -3.83833414e-02 -2.15534169e-02 1.03017206e-01
8.39323496e-03 -7.54571295e-02 1.03567225e-01 4.96668560e-03
1.91372649e-02 1.24199537e-02]
[ 2.00539293e-02 -6.30480168e-02 -2.18578137e-01 1.23298249e-01
-8.19863854e-03 1.00568869e-01 -5.47066284e-02 -1.89845340e-02
-1.15857918e-01 -2.68234558e-02]
[ -1.32694682e-01 -6.11130023e-02 -2.09259487e-01 1.43000023e-01
-1.84502446e-02 1.40119451e-01 2.58286109e-02 -2.50205590e-01
5.47594448e-02 -2.14591878e-01]
[ -7.54419342e-02 -3.91051843e-02 2.74275419e-01 9.48820926e-02
1.20094471e-01 -5.88392107e-02 -1.30282648e-01 1.22100619e-01
6.45068691e-02 3.08315067e-02]
[ 6.65235693e-02 5.03949138e-02 9.48889524e-02 1.12774829e-01
-1.19098944e-02 -3.13903724e-02 1.98765689e-01 1.19338242e-01
-2.16486202e-02 -3.48696939e-02]
[ 9.40571799e-03 -1.28148730e-01 -2.88262365e-01 -4.14289767e-02
2.23036914e-01 -9.50639208e-02 1.50932747e-01 1.63647637e-01
1.09637270e-01 -1.95290682e-02]
[ 4.99144858e-02 2.74853496e-02 -1.21440399e-01 3.70111788e-02
-8.08664127e-02 3.29532254e-01 2.37897464e-01 2.06413175e-01
-1.72548813e-01 -5.28982646e-02]
[ 1.41664098e-02 5.51911591e-03 1.24262056e-01 1.17346668e-01
-6.04522336e-02 1.05374538e-01 -2.35014429e-01 -3.85994341e-02
2.14702125e-01 1.01083434e-01]
[ 1.06599992e-01 8.24986591e-02 -5.05773649e-02 -1.06885903e-01
-1.14310701e-01 -3.29232821e-01 9.87396619e-02 8.54943940e-03
1.39936089e-01 8.92177485e-02]
[ -9.75736250e-02 2.47367514e-02 -1.48884843e-02 2.36376255e-02
9.38808004e-03 -2.02414146e-01 -9.32525531e-02 -1.93190318e-02
1.50432526e-02 1.30768427e-01]
[ -1.27978593e-01 -7.18421429e-03 -1.89761562e-01 1.84562301e-02
-3.18598730e-01 -1.20390974e-02 -6.69842132e-02 -2.22336493e-02
2.08893936e-02 8.87704622e-02]
[ 3.71062599e-02 1.30513147e-01 -4.14338885e-02 -3.23734791e-02
2.13983666e-01 2.36946535e-01 3.19962336e-01 1.13233488e-01
-1.09060562e-01 -2.63745844e-01]
[ 6.14587809e-02 -1.25405090e-01 8.94964968e-03 3.76982450e-02
2.98624841e-01 5.60209942e-02 2.46523330e-01 9.17357802e-02
1.11676957e-01 -2.53267816e-01]
[ 7.51010839e-02 -2.10646926e-01 -1.13892596e-02 -1.67368805e-02
3.78022896e-01 -1.31443093e-02 2.50367963e-01 4.87023341e-02
-2.92623994e-01 -1.13633752e-01]
[ -7.84263237e-02 -3.21891375e-01 3.44442066e-02 -7.64251304e-02
3.59531174e-01 -1.40260998e-01 3.23975430e-01 -8.17033947e-02
2.78434897e-02 2.09511754e-01]
[ -2.12184653e-01 -1.55439822e-01 9.12245599e-02 5.44625239e-02
6.01834659e-01 1.01256870e-01 1.60516588e-01 4.82748534e-02
-1.13581454e-02 -2.41240951e-02]
[ -8.70978196e-02 3.29877942e-02 3.04861293e-01 -8.37096092e-02
1.47311888e-01 -1.07034287e-01 3.29311814e-01 1.46278337e-02
-1.34166856e-01 1.38463687e-01]
[ -6.50743595e-02 -3.65185837e-02 -1.50416962e-01 -1.31785317e-02
2.05262266e-01 -2.62559866e-01 -1.96971890e-02 1.71074777e-01
5.64944679e-02 -2.52837519e-02]
[ 9.03378441e-02 1.68668498e-01 1.52698055e-01 -1.24549122e-01
3.78528603e-02 6.57459885e-02 -6.78251080e-02 2.85829702e-01
4.85199857e-02 1.32995086e-01]
[ 2.72659989e-01 1.05225750e-01 -1.20820632e-01 2.11146490e-01
-6.22640738e-01 -2.42271847e-01 -2.38772616e-01 1.79989722e-01
2.99582356e-01 -1.64562051e-01]
[ 4.37692933e-02 1.34880844e-01 2.50182538e-01 2.45961166e-01
-3.45006329e-02 -1.90305386e-01 -1.58337305e-01 -1.31138726e-01
-1.43201006e-01 -2.91671612e-01]
[ 4.70415154e-02 1.33744646e-02 -1.06227355e-01 -2.02973567e-02
1.45107918e-01 2.92645877e-02 -7.41585433e-02 -1.83661127e-01
6.08469846e-02 2.43455114e-01]
[ -1.04941378e-02 -8.27717294e-02 -7.10151439e-02 -6.64244563e-02
3.76532027e-02 -1.67769868e-01 1.20147997e-01 9.80488849e-03
2.61384219e-02 -6.54962446e-03]
[ 5.51936810e-03 -7.00964077e-04 2.34389824e-01 4.09377838e-02
-1.21142805e-01 -1.19264239e-01 1.87815365e-01 3.98583722e-02
-2.11783373e-01 7.89853185e-02]
[ 3.78221352e-02 -6.26768871e-02 9.25592667e-02 -4.07831684e-02
-8.72225321e-02 8.94106609e-02 1.68420211e-01 -2.71370643e-01
-5.40594357e-02 -1.36630652e-01]
[ -3.69090947e-02 1.16928049e-02 7.27822893e-02 -6.71191930e-02
8.65069468e-02 1.96426106e-01 1.74467887e-01 1.17947025e-01
-4.92701128e-02 1.42635959e-01]
[ 2.26943436e-01 6.78291711e-02 3.25586894e-02 9.04562475e-02
2.42712451e-02 -2.53291898e-02 -1.66572714e-01 1.47610302e-01
-4.71860771e-02 -5.55404639e-03]
[ -2.31889885e-02 -1.92052701e-01 -1.47062273e-02 -5.36322896e-02
-1.13139750e-01 -8.52638963e-02 -2.39760567e-02 4.11040766e-02
4.93749428e-02 1.02118432e-01]
[ -1.12044976e-01 2.50263612e-01 4.41218632e-02 1.98746856e-01
-4.61899493e-01 -2.25982772e-01 -3.12504550e-01 -7.32684970e-02
1.12949755e-01 1.19072271e-01]
[ 5.13925960e-02 2.54829605e-01 -3.23738822e-03 2.35247102e-01
-2.65591978e-01 -5.98533044e-03 -1.37267147e-01 1.51583758e-01
5.31877511e-02 3.17218387e-01]
[ 2.09352376e-01 1.61678062e-01 2.18366222e-01 6.11114816e-02
-1.33794186e-01 1.16049974e-01 -5.40960203e-02 1.63602590e-01
1.74524601e-01 -7.69588028e-03]
[ -1.00363434e-01 1.43240322e-01 2.27997196e-01 -2.57222946e-02
9.91060449e-02 1.48547627e-01 -1.36704820e-02 -1.46049446e-02
-6.57239568e-02 8.59141272e-03]
[ -1.04208570e-01 -2.63968398e-02 2.14391677e-02 8.00014765e-02
-1.03646439e-02 1.21947225e-01 2.79812587e-01 2.05744574e-02
-2.84944707e-01 -1.05849175e-01]
[ -1.86701910e-01 7.24430106e-02 -7.71995327e-02 -2.98099315e-01
2.87648917e-02 1.01292753e-01 2.79024318e-03 1.03470108e-01
-1.73225660e-01 8.14557228e-02]
[ 7.77931446e-02 -1.76791500e-01 -9.37684720e-02 -6.50464668e-02
5.53085985e-02 -1.19407721e-02 -3.46206317e-02 1.53127821e-01
-9.09414697e-02 -1.13127991e-01]
[ 1.53851665e-01 -1.18942789e-01 -1.36746151e-01 5.77625904e-04
1.44955266e-01 -6.20107204e-02 -5.59066680e-02 -1.47126331e-01
1.33501125e-01 -9.15876420e-02]
[ -1.27673145e-01 1.67594077e-01 2.52569455e-01 -3.92837309e-02
1.93756033e-01 9.75393300e-02 -1.90804512e-02 -2.97578133e-01
-1.36826413e-01 -6.90341898e-02]
[ -3.44509314e-01 1.55053555e-01 1.34898167e-02 -1.62479105e-02
5.65816150e-02 -1.73092367e-01 -1.04287017e-01 2.35268039e-01
-8.93287378e-02 1.02910389e-01]
[ 1.45125108e-01 1.30378151e-01 -2.42732616e-01 -1.02454539e-01
1.00867778e-01 -2.85978664e-01 -6.95745381e-03 -1.67146333e-01
-1.25978673e-02 -1.91708624e-01]
[ 2.11998015e-01 -1.17581339e-01 6.09660351e-02 -2.02417780e-02
-2.62445531e-03 -3.02037544e-02 -4.74577791e-02 -1.36612295e-01
1.10336718e-01 -1.71870258e-01]
[ -9.97989239e-02 8.00933987e-03 1.22536580e-01 1.18018837e-01
-5.04934649e-02 -1.13098261e-01 2.08943248e-01 -7.63892964e-02
1.89331026e-01 7.53837868e-03]
[ 2.54661223e-02 -8.51589985e-02 2.18080773e-01 -2.15484897e-01
5.71963222e-02 1.06041063e-01 -3.47804834e-02 -1.11678571e-01
3.69521274e-02 2.68611169e-01]]
[[ 0.31165599]
[ 0.91335635]
[ 0.15425025]
[ 0.39806735]
[-1.52025185]
[-0.22611614]
[-1.00988251]
[-0.02510461]
[ 0.30227984]
[ 0.51635168]]
Progress: 7.3% ... Training loss: 0.502 ... Validation loss: 0.806[[ 1.48328609e-01 2.98188579e-01 -1.21780350e-01 9.68492315e-02
-6.67010196e-01 -5.99807058e-02 -1.43841367e-01 1.27167984e-01
-1.04879285e-01 2.11139368e-01]
[ 2.00890255e-02 1.89405992e-01 -1.74611711e-02 4.56574662e-02
7.61952333e-02 -8.04234931e-03 2.80947502e-01 4.14202191e-02
1.43094674e-01 -2.04379144e-02]
[ 2.27618083e-01 4.74218394e-01 4.84105009e-02 1.91547246e-01
-1.68231143e-01 -9.15218968e-02 -6.41874910e-01 -3.29197381e-02
1.50115936e-01 4.44611113e-01]
[ -5.93030959e-02 -4.19899675e-01 -2.62215680e-01 -5.53242157e-02
3.06611025e-01 1.92479618e-01 2.80839359e-01 5.65252502e-02
-2.23205042e-02 -1.03030843e-02]
[ -1.58897174e-03 2.25121182e-01 -1.47651884e-01 4.82868285e-02
1.03430120e-01 -1.77484602e-01 -3.03943029e-02 -1.19448309e-01
-1.99382390e-01 6.26553774e-02]
[ -3.55988567e-01 -2.70857343e-01 -2.91123810e-01 1.25623921e-01
1.74518454e-01 6.23119894e-02 -8.58555387e-03 -3.33541435e-02
-2.46044544e-02 2.08303262e-02]
[ -4.97542781e-03 -1.17031691e-01 9.73784417e-03 1.02848299e-01
-1.42725966e-01 -7.16970779e-02 1.49249967e-01 -1.87826098e-01
1.80979220e-01 5.05413008e-02]
[ 1.17440258e-01 -1.63125683e-01 3.21751371e-02 -6.37771641e-02
1.50685602e-01 -4.34084738e-02 -1.92445210e-02 1.24257279e-01
6.60273948e-02 2.11208653e-03]
[ -1.40555158e-01 2.59926862e-02 -2.93416431e-01 2.16634953e-02
-1.83816422e-01 5.51048669e-02 -3.34890860e-01 -2.63330378e-02
2.91908942e-01 -7.03846628e-02]
[ 3.64333275e-02 -2.05855029e-01 7.42787577e-02 -6.06036972e-03
1.84835761e-01 -8.29385959e-02 5.18389311e-03 -9.38303132e-02
-4.11458931e-02 1.29445189e-01]
[ -6.83188172e-02 1.58874691e-01 3.14529763e-03 -1.47597857e-01
-5.16427217e-02 2.25951314e-02 2.49934515e-02 -1.01329599e-01
-1.55203464e-02 -1.06595924e-01]
[ -5.98325307e-02 1.15111201e-01 -4.81108757e-02 5.48853876e-02
1.36868792e-01 7.63008017e-02 -1.52534205e-01 -1.42331649e-02
-1.17475392e-01 -1.30175215e-01]
[ -1.55517551e-01 7.46252512e-03 6.26834706e-02 2.38978096e-02
-1.77628790e-01 -2.20539039e-01 -1.82192829e-01 -1.96914999e-01
8.88733526e-02 1.76561354e-01]
[ -2.05949226e-01 -9.87758952e-02 1.23225147e-01 2.78177867e-01
-1.61908162e-01 -8.49336166e-02 -1.58792549e-01 -2.54316609e-01
-2.01749000e-01 2.12561591e-02]
[ 1.10764818e-01 -3.78089273e-02 -2.14476626e-02 1.03330463e-01
7.37932707e-03 -7.56350642e-02 1.02953174e-01 4.94784483e-03
1.93848641e-02 1.28154836e-02]
[ 1.98855407e-02 -6.35059237e-02 -2.18663936e-01 1.23090396e-01
-7.52352227e-03 1.00680049e-01 -5.43117854e-02 -1.89734070e-02
-1.16019116e-01 -2.70260352e-02]
[ -1.33022884e-01 -6.22048648e-02 -2.09424690e-01 1.42590320e-01
-1.69849894e-02 1.40350848e-01 2.70220634e-02 -2.50183377e-01
5.44400488e-02 -2.15180241e-01]
[ -7.50223048e-02 -3.81705689e-02 2.74488022e-01 9.53878220e-02
1.18489868e-01 -5.91040342e-02 -1.31444120e-01 1.22065260e-01
6.49159674e-02 3.14683748e-02]
[ 6.67839424e-02 5.10471261e-02 9.50249829e-02 1.13089103e-01
-1.27987263e-02 -3.15667171e-02 1.97920885e-01 1.19316175e-01
-2.14028261e-02 -3.44498110e-02]
[ 8.24966545e-03 -1.31559883e-01 -2.88857459e-01 -4.30278587e-02
2.29147440e-01 -9.41966604e-02 1.54357753e-01 1.63747474e-01
1.08502627e-01 -2.14772317e-02]
[ 4.86030667e-02 2.36521010e-02 -1.22124216e-01 3.52446189e-02
-7.43896631e-02 3.30520491e-01 2.42201348e-01 2.06524380e-01
-1.73885868e-01 -5.48899802e-02]
[ 1.45663355e-02 6.39252105e-03 1.24488659e-01 1.17868344e-01
-6.22493875e-02 1.05042163e-01 -2.35927849e-01 -3.86369286e-02
2.15220070e-01 1.01532232e-01]
[ 1.06284306e-01 8.16097007e-02 -5.07136532e-02 -1.07279082e-01
-1.12744604e-01 -3.28981386e-01 9.97976991e-02 8.57543971e-03
1.39637730e-01 8.87066128e-02]
[ -9.76321303e-02 2.45943702e-02 -1.49176026e-02 2.35634213e-02
9.67348365e-03 -2.02373961e-01 -9.30949329e-02 -1.93152217e-02
1.49870897e-02 1.30673704e-01]
[ -1.27643342e-01 -6.48135559e-03 -1.89599285e-01 1.88984377e-02
-3.20249663e-01 -1.22789590e-02 -6.80658229e-02 -2.22615965e-02
2.12030806e-02 8.92988915e-02]
[ 3.69972162e-02 1.30175066e-01 -4.14915676e-02 -3.25221011e-02
2.14530344e-01 2.37030902e-01 3.20282439e-01 1.13242303e-01
-1.09165103e-01 -2.63906524e-01]
[ 6.07192703e-02 -1.27609343e-01 8.57185333e-03 3.67128030e-02
3.02350074e-01 5.65825789e-02 2.48940775e-01 9.17984065e-02
1.10967298e-01 -2.54521913e-01]
[ 7.45804777e-02 -2.12122593e-01 -1.16488985e-02 -1.74015445e-02
3.80528926e-01 -1.27801111e-02 2.52071249e-01 4.87421381e-02
-2.93121592e-01 -1.14478825e-01]
[ -7.85595999e-02 -3.22292144e-01 3.43813423e-02 -7.65747395e-02
3.60209671e-01 -1.40176827e-01 3.24439126e-01 -8.16938606e-02
2.77632445e-02 2.09338664e-01]
[ -2.12901794e-01 -1.57436070e-01 9.08704072e-02 5.35328704e-02
6.05194324e-01 1.01775580e-01 1.62774696e-01 4.83332809e-02
-1.20468767e-02 -2.52834296e-02]
[ -8.81344260e-02 2.99627152e-02 3.04333398e-01 -8.50648160e-02
1.52520785e-01 -1.06251113e-01 3.32720017e-01 1.47133886e-02
-1.35197852e-01 1.36867965e-01]
[ -6.51541263e-02 -3.67839072e-02 -1.50460126e-01 -1.32868660e-02
2.05673332e-01 -2.62498708e-01 -1.94311022e-02 1.71081505e-01
5.64181643e-02 -2.54214215e-02]
[ 9.00775999e-02 1.67793599e-01 1.52563622e-01 -1.24888021e-01
3.92006213e-02 6.59351566e-02 -6.68280761e-02 2.85850279e-01
4.82570284e-02 1.32645174e-01]
[ 2.73163300e-01 1.06367664e-01 -1.20572746e-01 2.11808521e-01
-6.25103841e-01 -2.42639984e-01 -2.40406007e-01 1.79948000e-01
3.00046476e-01 -1.63766110e-01]
[ 4.41174217e-02 1.35921903e-01 2.50345988e-01 2.46406412e-01
-3.61943433e-02 -1.90561861e-01 -1.59480995e-01 -1.31167425e-01
-1.42878990e-01 -2.91098830e-01]
[ 4.64289763e-02 1.17031930e-02 -1.06516967e-01 -2.10950323e-02
1.48106013e-01 2.97097832e-02 -7.24790688e-02 -1.83611118e-01
6.02621262e-02 2.42589593e-01]
[ -1.07599186e-02 -8.35822613e-02 -7.11705313e-02 -6.68180979e-02
3.89640982e-02 -1.67571709e-01 1.20954344e-01 9.82931451e-03
2.58611040e-02 -7.01908095e-03]
[ 5.53939982e-03 -6.44651867e-04 2.34399854e-01 4.09623116e-02
-1.21221917e-01 -1.19278499e-01 1.87736990e-01 3.98567579e-02
-2.11765047e-01 7.90246107e-02]
[ 3.77019986e-02 -6.31522920e-02 9.25182233e-02 -4.09470849e-02
-8.66066676e-02 8.94981452e-02 1.68664294e-01 -2.71360150e-01
-5.41475279e-02 -1.36818512e-01]
[ -3.68507458e-02 1.17027139e-02 7.28219173e-02 -6.70271629e-02
8.61519300e-02 1.96374944e-01 1.74533557e-01 1.17940231e-01
-4.91763110e-02 1.42689933e-01]
[ 2.26944278e-01 6.78424102e-02 3.25456489e-02 9.04263622e-02
2.43951933e-02 -2.53321495e-02 -1.66566504e-01 1.47612060e-01
-4.72135676e-02 -5.62365531e-03]
[ -2.31018956e-02 -1.91825241e-01 -1.46665278e-02 -5.35149578e-02
-1.13595777e-01 -8.53070105e-02 -2.41884388e-02 4.10975786e-02
4.94548066e-02 1.02256908e-01]
[ -1.11334452e-01 2.51949356e-01 4.44694296e-02 1.99610381e-01
-4.64564109e-01 -2.26454781e-01 -3.14546233e-01 -7.33264700e-02
1.13643768e-01 1.20087359e-01]
[ 5.19839034e-02 2.56339786e-01 -2.92062100e-03 2.35992118e-01
-2.68164433e-01 -6.41826685e-03 -1.38862958e-01 1.51532703e-01
5.37739408e-02 3.17912762e-01]
[ 2.09731276e-01 1.62763985e-01 2.18553887e-01 6.15961995e-02
-1.35591404e-01 1.15781442e-01 -5.53329490e-02 1.63571825e-01
1.74882578e-01 -7.07274857e-03]
[ -1.00507053e-01 1.42838413e-01 2.27928043e-01 -2.59004510e-02
9.97900426e-02 1.48650240e-01 -1.32096628e-02 -1.45950892e-02
-6.58596979e-02 8.35087974e-03]
[ -1.03822649e-01 -2.52619845e-02 2.16365494e-02 8.05109737e-02
-1.22777598e-02 1.21663414e-01 2.78554965e-01 2.05424415e-02
-2.84551812e-01 -1.05181198e-01]
[ -1.86883572e-01 7.18996230e-02 -7.72932104e-02 -2.98345500e-01
2.96433207e-02 1.01426204e-01 3.40638246e-03 1.03484877e-01
-1.73397266e-01 8.11514358e-02]
[ 7.76748556e-02 -1.77140710e-01 -9.38288918e-02 -6.51975027e-02
5.58651494e-02 -1.18533291e-02 -3.42444024e-02 1.53136665e-01
-9.10561157e-02 -1.13312989e-01]
[ 1.53254823e-01 -1.20924243e-01 -1.37047132e-01 -1.72528647e-04
1.48026396e-01 -6.15395886e-02 -5.35654519e-02 -1.47078431e-01
1.32927077e-01 -9.26166317e-02]
[ -1.27844066e-01 1.66685192e-01 2.52490776e-01 -3.95084240e-02
1.94568404e-01 9.76686055e-02 -1.85383994e-02 -2.97566262e-01
-1.36991346e-01 -6.93438101e-02]
[ -3.44382527e-01 1.55149256e-01 1.35550304e-02 -1.61373398e-02
5.66071083e-02 -1.73154646e-01 -1.04693426e-01 2.35256423e-01
-8.91997475e-02 1.03134232e-01]
[ 1.45260476e-01 1.30825073e-01 -2.42676245e-01 -1.02305860e-01
1.00387624e-01 -2.86082523e-01 -7.58146132e-03 -1.67156052e-01
-1.24712648e-02 -1.91488978e-01]
[ 2.11035847e-01 -1.20321433e-01 6.04644165e-02 -2.15269493e-02
2.13004291e-03 -2.95123420e-02 -4.44742283e-02 -1.36533916e-01
1.09430309e-01 -1.73482709e-01]
[ -9.94919783e-02 8.62034460e-03 1.22709981e-01 1.18365063e-01
-5.17091721e-02 -1.13314413e-01 2.08237928e-01 -7.64152876e-02
1.89652027e-01 7.80118081e-03]
[ 2.46731386e-02 -8.76076316e-02 2.17677182e-01 -2.16527358e-01
6.11859260e-02 1.06639017e-01 -3.20225173e-02 -1.11614313e-01
3.61793438e-02 2.67459133e-01]]
[[ 0.29555021]
[ 0.90095454]
[ 0.14009348]
[ 0.3869925 ]
[-1.53751171]
[-0.23969211]
[-1.02166114]
[-0.03827261]
[ 0.28876058]
[ 0.50034527]]
Progress: 7.4% ... Training loss: 0.504 ... Validation loss: 0.827[[ 1.48583949e-01 2.98083808e-01 -1.21677001e-01 9.71171702e-02
-6.66075215e-01 -6.01611460e-02 -1.43929245e-01 1.27126664e-01
-1.04616184e-01 2.11308167e-01]
[ 1.99587989e-02 1.89040266e-01 -1.75216817e-02 4.54938935e-02
7.68593287e-02 -7.94130724e-03 2.81398240e-01 4.14363100e-02
1.42976182e-01 -2.06467966e-02]
[ 2.27680898e-01 4.73312702e-01 4.84050880e-02 1.91440947e-01
-1.67471602e-01 -9.14337441e-02 -6.41079422e-01 -3.29277312e-02
1.50167263e-01 4.44174185e-01]
[ -5.98425527e-02 -4.20933351e-01 -2.62460352e-01 -5.59186588e-02
3.08661814e-01 1.92915338e-01 2.81565380e-01 5.66002570e-02
-2.29211292e-02 -1.06498695e-02]
[ -1.49256321e-03 2.24709207e-01 -1.47565295e-01 4.85286522e-02
1.03805524e-01 -1.77701612e-01 -2.98585992e-02 -1.19478996e-01
-1.99233525e-01 6.27557432e-02]
[ -3.55533174e-01 -2.70035262e-01 -2.90898395e-01 1.26264734e-01
1.72931137e-01 6.18710250e-02 -9.63873195e-03 -3.34168319e-02
-2.41257706e-02 2.15616538e-02]
[ -3.94112507e-03 -1.14328153e-01 1.02122615e-02 1.04161886e-01
-1.46312973e-01 -7.25063909e-02 1.46341487e-01 -1.87971293e-01
1.81998134e-01 5.21094612e-02]
[ 1.16904385e-01 -1.65149569e-01 3.19088340e-02 -6.45278427e-02
1.53400101e-01 -4.29765695e-02 -1.69686900e-02 1.24324577e-01
6.55137187e-02 9.44255415e-04]
[ -1.40528897e-01 2.60440315e-02 -2.93399573e-01 2.17235275e-02
-1.83881134e-01 5.51042990e-02 -3.35040721e-01 -2.63356445e-02
2.91946647e-01 -7.03644485e-02]
[ 3.74724331e-02 -2.03619448e-01 7.47493197e-02 -4.72120275e-03
1.80990761e-01 -8.37475562e-02 2.71590916e-03 -9.39706024e-02
-4.01070825e-02 1.30637808e-01]
[ -6.82343273e-02 1.58875849e-01 3.19635502e-03 -1.47516280e-01
-5.11826233e-02 2.24792920e-02 2.51561172e-02 -1.01346862e-01
-1.54151526e-02 -1.06443583e-01]
[ -5.99760437e-02 1.14427540e-01 -4.81821081e-02 5.47283979e-02
1.37729155e-01 7.64066604e-02 -1.52064574e-01 -1.42188055e-02
-1.17597770e-01 -1.30368304e-01]
[ -1.55517551e-01 7.46252512e-03 6.26834706e-02 2.38978096e-02
-1.77628790e-01 -2.20539039e-01 -1.82192829e-01 -1.96914999e-01
8.88733526e-02 1.76561354e-01]
[ -2.05855521e-01 -9.85839132e-02 1.23270449e-01 2.78314305e-01
-1.62285508e-01 -8.50176715e-02 -1.59011145e-01 -2.54330427e-01
-2.01632515e-01 2.14032629e-02]
[ 1.10756240e-01 -3.77970809e-02 -2.14450263e-02 1.03346460e-01
7.49984609e-03 -7.56958476e-02 1.03008815e-01 4.94485573e-03
1.93962104e-02 1.27924035e-02]
[ 2.03488516e-02 -6.25374136e-02 -2.18440569e-01 1.23696923e-01
-9.31819452e-03 1.00312418e-01 -5.55503825e-02 -1.90306671e-02
-1.15579521e-01 -2.62511954e-02]
[ -1.33390263e-01 -6.30042618e-02 -2.09597936e-01 1.42116653e-01
-1.54031267e-02 1.40619126e-01 2.83245967e-02 -2.50144359e-01
5.40844965e-02 -2.15796692e-01]
[ -7.47194075e-02 -3.74039866e-02 2.74614923e-01 9.57653697e-02
1.17135930e-01 -5.93407402e-02 -1.32344752e-01 1.22026841e-01
6.51850157e-02 3.19522253e-02]
[ 6.75638268e-02 5.26864031e-02 9.53743933e-02 1.14040253e-01
-1.50852672e-02 -3.21231022e-02 1.95712814e-01 1.19215459e-01
-2.06242459e-02 -3.33422976e-02]
[ 8.09730234e-03 -1.31893393e-01 -2.88924344e-01 -4.32262866e-02
2.29665759e-01 -9.40800064e-02 1.54964362e-01 1.63767482e-01
1.08362666e-01 -2.17604130e-02]
[ 4.87167714e-02 2.35604503e-02 -1.22079319e-01 3.53571429e-02
-7.46987837e-02 3.30423706e-01 2.41997163e-01 2.06507819e-01
-1.73779297e-01 -5.48591708e-02]
[ 1.40556231e-02 4.87518216e-03 1.24258363e-01 1.17232219e-01
-5.95953095e-02 1.05436168e-01 -2.34084251e-01 -3.85758697e-02
2.14749237e-01 1.00654943e-01]
[ 1.06245849e-01 8.14317800e-02 -5.07311471e-02 -1.07321147e-01
-1.12571194e-01 -3.28924071e-01 9.99478757e-02 8.58231977e-03
1.39610846e-01 8.85988323e-02]
[ -9.75592301e-02 2.48399210e-02 -1.48803709e-02 2.36676173e-02
9.27147206e-03 -2.02436001e-01 -9.33775178e-02 -1.93251454e-02
1.50580952e-02 1.30806725e-01]
[ -1.27412171e-01 -5.83220853e-03 -1.89490724e-01 1.92080945e-02
-3.21298761e-01 -1.24697668e-02 -6.88074000e-02 -2.22920667e-02
2.14253057e-02 8.96814066e-02]
[ 3.63771421e-02 1.28400437e-01 -4.17794184e-02 -3.33354173e-02
2.17757445e-01 2.37535608e-01 3.22438537e-01 1.13319119e-01
-1.09770591e-01 -2.64948605e-01]
[ 6.05256348e-02 -1.28198854e-01 8.47669995e-03 3.64757394e-02
3.03292712e-01 5.67352397e-02 2.49652987e-01 9.18244713e-02
1.10775707e-01 -2.54847791e-01]
[ 7.46392553e-02 -2.12070318e-01 -1.16236258e-02 -1.73228322e-02
3.80336998e-01 -1.28272943e-02 2.51951294e-01 4.87344267e-02
-2.93066324e-01 -1.14386513e-01]
[ -7.86695392e-02 -3.22625710e-01 3.43294627e-02 -7.67217916e-02
3.60791999e-01 -1.40086111e-01 3.24815001e-01 -8.16795304e-02
2.76536774e-02 2.09149862e-01]
[ -2.13324089e-01 -1.58721284e-01 9.06767944e-02 5.30017710e-02
6.07446253e-01 1.02104775e-01 1.64154386e-01 4.83859893e-02
-1.24513774e-02 -2.59480015e-02]
[ -8.84173955e-02 2.91752632e-02 3.04206071e-01 -8.54177358e-02
1.53875930e-01 -1.06032721e-01 3.33702728e-01 1.47486609e-02
-1.35455822e-01 1.36420113e-01]
[ -6.54756896e-02 -3.76478614e-02 -1.50608018e-01 -1.37068224e-02
2.07164149e-01 -2.62257468e-01 -1.83484565e-02 1.71121800e-01
5.61137068e-02 -2.59607824e-02]
[ 9.03212327e-02 1.68447738e-01 1.52676985e-01 -1.24558202e-01
3.80510831e-02 6.57328143e-02 -6.75756133e-02 2.85818435e-01
4.84984913e-02 1.33041811e-01]
[ 2.73403527e-01 1.07118785e-01 -1.20475007e-01 2.12070618e-01
-6.25692604e-01 -2.42864897e-01 -2.41328498e-01 1.79916915e-01
3.00256862e-01 -1.63393479e-01]
[ 4.43059872e-02 1.36415189e-01 2.50432535e-01 2.46646585e-01
-3.70996443e-02 -1.90703113e-01 -1.60034412e-01 -1.31190177e-01
-1.42693012e-01 -2.90842459e-01]
[ 4.63678351e-02 1.15787209e-02 -1.06547793e-01 -2.11724219e-02
1.48413710e-01 2.97516749e-02 -7.22823575e-02 -1.83603105e-01
6.02013663e-02 2.42499096e-01]
[ -1.05943551e-02 -8.31407542e-02 -7.10990617e-02 -6.65929391e-02
3.82542659e-02 -1.67708960e-01 1.20422314e-01 9.80844298e-03
2.60395545e-02 -6.79707726e-03]
[ 5.78990447e-03 -9.82108837e-05 2.34525320e-01 4.13159369e-02
-1.22495312e-01 -1.19472249e-01 1.87022272e-01 3.98222457e-02
-2.11503858e-01 7.93339802e-02]
[ 3.73919060e-02 -6.38501648e-02 9.23648418e-02 -4.13478356e-02
-8.51713637e-02 8.97286617e-02 1.69490755e-01 -2.71320986e-01
-5.44662034e-02 -1.37270565e-01]
[ -3.68102285e-02 1.19659008e-02 7.28436948e-02 -6.69766813e-02
8.58385722e-02 1.96344995e-01 1.74302084e-01 1.17934981e-01
-4.91356587e-02 1.42783888e-01]
[ 2.26961529e-01 6.77904426e-02 3.25476111e-02 9.04556954e-02
2.45288962e-02 -2.53430251e-02 -1.66502726e-01 1.47608085e-01
-4.72071553e-02 -5.64785851e-03]
[ -2.30777336e-02 -1.91736365e-01 -1.46538689e-02 -5.34792018e-02
-1.13740335e-01 -8.53321771e-02 -2.42612608e-02 4.10939663e-02
4.94846956e-02 1.02299581e-01]
[ -1.10477245e-01 2.53687064e-01 4.48821340e-02 2.00671652e-01
-4.67736506e-01 -2.27084890e-01 -3.16583035e-01 -7.34377426e-02
1.14497159e-01 1.21418735e-01]
[ 5.29947195e-02 2.58792904e-01 -2.44563150e-03 2.37286828e-01
-2.73202253e-01 -7.23995864e-03 -1.42101695e-01 1.51399576e-01
5.47885806e-02 3.19513056e-01]
[ 2.10030399e-01 1.63659520e-01 2.18700824e-01 6.20242012e-02
-1.36980770e-01 1.15524590e-01 -5.63150969e-02 1.63531693e-01
1.75182834e-01 -6.60607199e-03]
[ -1.00125125e-01 1.44014713e-01 2.28114162e-01 -2.53845435e-02
9.77367792e-02 1.48334144e-01 -1.43634194e-02 -1.46443342e-02
-6.54739685e-02 8.91082848e-03]
[ -1.03820182e-01 -2.52632878e-02 2.16352632e-02 8.05071837e-02
-1.22783748e-02 1.21665179e-01 2.78546569e-01 2.05426070e-02
-2.84551943e-01 -1.05174890e-01]
[ -1.86996864e-01 7.15698193e-02 -7.73489976e-02 -2.98493162e-01
3.03182399e-02 1.01518373e-01 3.83369693e-03 1.03495307e-01
-1.73512247e-01 8.09643201e-02]
[ 7.73091972e-02 -1.78301379e-01 -9.40105143e-02 -6.57077966e-02
5.78691659e-02 -1.15380902e-02 -3.29693045e-02 1.53185602e-01
-9.14300681e-02 -1.13949259e-01]
[ 1.52806814e-01 -1.22610172e-01 -1.37287041e-01 -8.26182849e-04
1.50596150e-01 -6.11284505e-02 -5.17452602e-02 -1.47015397e-01
1.32467167e-01 -9.35108535e-02]
[ -1.27800483e-01 1.66326214e-01 2.52515264e-01 -3.94770667e-02
1.94961553e-01 9.76385910e-02 -1.83305793e-02 -2.97576084e-01
-1.36943953e-01 -6.93192174e-02]
[ -3.44721557e-01 1.54371687e-01 1.33953621e-02 -1.65626563e-02
5.82547831e-02 -1.72903643e-01 -1.03689028e-01 2.35299716e-01
-8.95253650e-02 1.02627479e-01]
[ 1.45560037e-01 1.31585303e-01 -2.42524813e-01 -1.01897500e-01
9.87527431e-02 -2.86368021e-01 -8.47945528e-03 -1.67201879e-01
-1.21491339e-02 -1.91045774e-01]
[ 2.11438399e-01 -1.19488610e-01 6.06426831e-02 -2.10816391e-02
1.11422882e-03 -2.97690894e-02 -4.53793607e-02 -1.36583809e-01
1.09804316e-01 -1.72921486e-01]
[ -9.91204633e-02 9.68159442e-03 1.22892025e-01 1.18875369e-01
-5.31829611e-02 -1.13644323e-01 2.07058062e-01 -7.64662006e-02
1.90006582e-01 8.39659987e-03]
[ 2.53230495e-02 -8.58863790e-02 2.17990915e-01 -2.15579967e-01
5.81752943e-02 1.06060104e-01 -3.39076214e-02 -1.11707377e-01
3.68884127e-02 2.68387540e-01]]
[[ 0.3037436 ]
[ 0.91047649]
[ 0.14950942]
[ 0.39717446]
[-1.53568858]
[-0.23450724]
[-1.01633522]
[-0.03208382]
[ 0.29698343]
[ 0.51106287]]
Progress: 7.5% ... Training loss: 0.499 ... Validation loss: 0.813[[ 1.49358562e-01 2.99095708e-01 -1.21225075e-01 9.80273536e-02
-6.67834900e-01 -6.07374664e-02 -1.45161404e-01 1.27037194e-01
-1.03868331e-01 2.12137840e-01]
[ 1.99160020e-02 1.88858017e-01 -1.75504301e-02 4.54186666e-02
7.71400556e-02 -7.89901715e-03 2.81549730e-01 4.14420730e-02
1.42923865e-01 -2.07359391e-02]
[ 2.28567530e-01 4.74906514e-01 4.88488934e-02 1.92243270e-01
-1.70157812e-01 -9.18516279e-02 -6.42330757e-01 -3.30023077e-02
1.51009659e-01 4.44787007e-01]
[ -5.86019962e-02 -4.15795257e-01 -2.61819359e-01 -5.38638701e-02
2.99705230e-01 1.91681638e-01 2.75590262e-01 5.64416857e-02
-2.15633108e-02 -7.82865557e-03]
[ -6.85828831e-04 2.25245576e-01 -1.47116297e-01 4.95756633e-02
9.94256272e-02 -1.78248558e-01 -3.06295117e-02 -1.19573563e-01
-1.98309892e-01 6.35282760e-02]
[ -3.55388539e-01 -2.70185934e-01 -2.90846209e-01 1.26486671e-01
1.72626360e-01 6.17233996e-02 -9.77972987e-03 -3.34372058e-02
-2.39628729e-02 2.18257718e-02]
[ -3.30103111e-03 -1.12503289e-01 1.05559566e-02 1.04889130e-01
-1.48519607e-01 -7.29892113e-02 1.44230607e-01 -1.88039138e-01
1.82532740e-01 5.29301258e-02]
[ 1.17387608e-01 -1.64781259e-01 3.21692981e-02 -6.40004631e-02
1.51884504e-01 -4.32431050e-02 -1.72638989e-02 1.24272988e-01
6.60182608e-02 1.26459410e-03]
[ -1.39625100e-01 2.85109407e-02 -2.92967208e-01 2.29000434e-02
-1.88255453e-01 5.44383884e-02 -3.37780692e-01 -2.64300386e-02
2.92779708e-01 -6.88818257e-02]
[ 3.97702674e-02 -1.98334974e-01 7.58768187e-02 -1.91623502e-03
1.71505614e-01 -8.54103789e-02 -3.11594129e-03 -9.42132385e-02
-3.79225529e-02 1.33739309e-01]
[ -6.84163619e-02 1.58134566e-01 3.11660157e-03 -1.47763572e-01
-5.00561209e-02 2.26197256e-02 2.57618884e-02 -1.01329645e-01
-1.56243852e-02 -1.06734611e-01]
[ -5.99200947e-02 1.14393762e-01 -4.81411429e-02 5.48237989e-02
1.37686472e-01 7.63661577e-02 -1.52125553e-01 -1.42275878e-02
-1.17537960e-01 -1.30291033e-01]
[ -1.55517551e-01 7.46252512e-03 6.26834706e-02 2.38978096e-02
-1.77628790e-01 -2.20539039e-01 -1.82192829e-01 -1.96914999e-01
8.88733526e-02 1.76561354e-01]
[ -2.05725745e-01 -9.81934776e-02 1.23357137e-01 2.78558910e-01
-1.63218401e-01 -8.51611499e-02 -1.59519981e-01 -2.54350658e-01
-2.01479898e-01 2.16844199e-02]
[ 1.10574092e-01 -3.85255649e-02 -2.15475582e-02 1.03089172e-01
8.78327917e-03 -7.55560392e-02 1.03716509e-01 4.96456767e-03
1.92157470e-02 1.24426652e-02]
[ 2.03896983e-02 -6.27726249e-02 -2.18424887e-01 1.23704361e-01
-9.19248453e-03 1.00294654e-01 -5.53509216e-02 -1.90317861e-02
-1.15557198e-01 -2.62050774e-02]
[ -1.33661101e-01 -6.38881067e-02 -2.09697653e-01 1.41738213e-01
-1.36999453e-02 1.40825612e-01 2.91955475e-02 -2.50119231e-01
5.37682625e-02 -2.16300412e-01]
[ -7.41068191e-02 -3.57209485e-02 2.74903182e-01 9.64902859e-02
1.14506725e-01 -5.97810690e-02 -1.34272123e-01 1.21966956e-01
6.57353022e-02 3.27617864e-02]
[ 6.76713181e-02 5.29484392e-02 9.54164412e-02 1.14148628e-01
-1.51744805e-02 -3.21917557e-02 1.95340045e-01 1.19203919e-01
-2.05217390e-02 -3.31471748e-02]
[ 8.27339286e-03 -1.31438457e-01 -2.88817029e-01 -4.29939468e-02
2.28642926e-01 -9.41746138e-02 1.54526959e-01 1.63746516e-01
1.08553252e-01 -2.14960573e-02]
[ 4.90988697e-02 2.39624963e-02 -1.21878083e-01 3.57764253e-02
-7.59510892e-02 3.30157824e-01 2.41490237e-01 2.06469166e-01
-1.73392288e-01 -5.46325729e-02]
[ 1.40050249e-02 4.57663455e-03 1.24242463e-01 1.17162556e-01
-5.91480208e-02 1.05481375e-01 -2.33587200e-01 -3.85721759e-02
2.14723202e-01 1.00516464e-01]
[ 1.06804625e-01 8.30762829e-02 -5.04567852e-02 -1.06584117e-01
-1.15202697e-01 -3.29324858e-01 9.82612660e-02 8.52344017e-03
1.40115272e-01 8.95388936e-02]
[ -9.72868796e-02 2.56260442e-02 -1.47470987e-02 2.40149627e-02
7.87611934e-03 -2.02642497e-01 -9.41834830e-02 -1.93534944e-02
1.53165330e-02 1.31240024e-01]
[ -1.27016857e-01 -4.79982619e-03 -1.89332726e-01 1.97452333e-02
-3.23306397e-01 -1.27861626e-02 -7.01237380e-02 -2.23351794e-02
2.18149524e-02 9.03648158e-02]
[ 3.57159896e-02 1.26414500e-01 -4.20966663e-02 -3.41943513e-02
2.20963252e-01 2.38044465e-01 3.24571730e-01 1.13388792e-01
-1.10407779e-01 -2.66049337e-01]
[ 6.01639021e-02 -1.29285475e-01 8.29757197e-03 3.59927422e-02
3.05059091e-01 5.70143347e-02 2.50891994e-01 9.18621537e-02
1.10412895e-01 -2.55466365e-01]
[ 7.40893027e-02 -2.13726807e-01 -1.19074819e-02 -1.80982767e-02
3.83269920e-01 -1.23722956e-02 2.53765156e-01 4.87955938e-02
-2.93634446e-01 -1.15338153e-01]
[ -7.89129163e-02 -3.23299893e-01 3.42067318e-02 -7.70485659e-02
3.61985602e-01 -1.39895769e-01 3.25596061e-01 -8.16546695e-02
2.74140549e-02 2.08753473e-01]
[ -2.13537195e-01 -1.59426338e-01 9.05653542e-02 5.27362079e-02
6.08603656e-01 1.02247282e-01 1.64952290e-01 4.84068335e-02
-1.26434009e-02 -2.63124321e-02]
[ -8.85929701e-02 2.86294437e-02 3.04115059e-01 -8.56647492e-02
1.54780903e-01 -1.05887133e-01 3.34276356e-01 1.47678682e-02
-1.35635733e-01 1.36113189e-01]
[ -6.57015423e-02 -3.83287528e-02 -1.50703993e-01 -1.40040579e-02
2.08263296e-01 -2.62086120e-01 -1.76001104e-02 1.71144942e-01
5.58927082e-02 -2.63369043e-02]
[ 9.02960764e-02 1.68364233e-01 1.52663888e-01 -1.24592693e-01
3.81863385e-02 6.57523378e-02 -6.74880305e-02 2.85821213e-01
4.84737711e-02 1.32997042e-01]
[ 2.74472446e-01 1.10133319e-01 -1.19940470e-01 2.13410763e-01
-6.30042321e-01 -2.43689455e-01 -2.44776166e-01 1.79803007e-01
3.01244672e-01 -1.61659643e-01]
[ 4.45872205e-02 1.37215837e-01 2.50589353e-01 2.47070666e-01
-3.87762367e-02 -1.90956174e-01 -1.60980710e-01 -1.31225113e-01
-1.42395499e-01 -2.90336211e-01]
[ 4.64627687e-02 1.17384290e-02 -1.06523109e-01 -2.10694940e-02
1.48016794e-01 2.96883180e-02 -7.26288687e-02 -1.83610842e-01
6.02728223e-02 2.42651463e-01]
[ -1.04928016e-02 -8.27915039e-02 -7.10417732e-02 -6.64384367e-02
3.76379162e-02 -1.67782085e-01 1.20103644e-01 9.79607009e-03
2.61570712e-02 -6.62239537e-03]
[ 5.84571958e-03 1.63324789e-04 2.34552033e-01 4.13627877e-02
-1.22773134e-01 -1.19507160e-01 1.86750069e-01 3.98192578e-02
-2.11460009e-01 7.94349348e-02]
[ 3.76447856e-02 -6.32456116e-02 9.24824062e-02 -4.10265507e-02
-8.63458732e-02 8.95464623e-02 1.68698166e-01 -2.71344902e-01
-5.42318261e-02 -1.36855348e-01]
[ -3.70518919e-02 1.13191041e-02 7.27195065e-02 -6.73035428e-02
8.69649750e-02 1.96525747e-01 1.75093489e-01 1.17960957e-01
-4.93808373e-02 1.42386617e-01]
[ 2.26609982e-01 6.70030754e-02 3.23649568e-02 8.99629168e-02
2.64293219e-02 -2.50530856e-02 -1.65645490e-01 1.47649016e-01
-4.75904404e-02 -6.24078543e-03]
[ -2.26581181e-02 -1.90644337e-01 -1.44278678e-02 -5.28944570e-02
-1.15811517e-01 -8.56527939e-02 -2.54557963e-02 4.10453903e-02
4.99255283e-02 1.02936782e-01]
[ -1.09376311e-01 2.56115751e-01 4.54607934e-02 2.02075228e-01
-4.72262737e-01 -2.27876704e-01 -3.19255716e-01 -7.35558847e-02
1.15559158e-01 1.23099620e-01]
[ 5.46547449e-02 2.62848590e-01 -1.66286087e-03 2.39373717e-01
-2.80770954e-01 -8.47034712e-03 -1.46558082e-01 1.51225834e-01
5.64256103e-02 3.21754680e-01]
[ 2.10511140e-01 1.64970780e-01 2.18953704e-01 6.27150121e-02
-1.39430317e-01 1.15126985e-01 -5.77759605e-02 1.63476029e-01
1.75693122e-01 -5.82044865e-03]
[ -9.99025366e-02 1.44659885e-01 2.28231948e-01 -2.50760615e-02
9.65877163e-02 1.48156395e-01 -1.51305598e-02 -1.46688303e-02
-6.52533708e-02 9.29170259e-03]
[ -1.03978011e-01 -2.56703845e-02 2.15487833e-02 8.02766616e-02
-1.15783465e-02 1.21795306e-01 2.78975844e-01 2.05609917e-02
-2.84727644e-01 -1.05372250e-01]
[ -1.87184422e-01 7.11223878e-02 -7.74440625e-02 -2.98733414e-01
3.11633628e-02 1.01662136e-01 4.38096378e-03 1.03514520e-01
-1.73703782e-01 8.06870403e-02]
[ 7.71362093e-02 -1.78807838e-01 -9.40946306e-02 -6.59401473e-02
5.87570005e-02 -1.14084380e-02 -3.23805784e-02 1.53204017e-01
-9.15971361e-02 -1.14246609e-01]
[ 1.53904532e-01 -1.19472442e-01 -1.36680307e-01 7.03286719e-04
1.44889180e-01 -6.19998371e-02 -5.49289653e-02 -1.47140978e-01
1.33621359e-01 -9.17319926e-02]
[ -1.27411671e-01 1.67208762e-01 2.52715977e-01 -3.90245287e-02
1.93620880e-01 9.73460920e-02 -1.93838971e-02 -2.97615304e-01
-1.36588623e-01 -6.86826336e-02]
[ -3.44046187e-01 1.55272611e-01 1.37336966e-02 -1.57575343e-02
5.57481429e-02 -1.73378719e-01 -1.04813899e-01 2.35227913e-01
-8.88255638e-02 1.03196268e-01]
[ 1.45825857e-01 1.32412543e-01 -2.42436383e-01 -1.01536796e-01
9.75450001e-02 -2.86581568e-01 -9.32447825e-03 -1.67231120e-01
-1.19037227e-02 -1.90610031e-01]
[ 2.11224785e-01 -1.20261222e-01 6.05079057e-02 -2.14538411e-02
2.45057145e-03 -2.95517901e-02 -4.46645621e-02 -1.36552230e-01
1.09488438e-01 -1.73379693e-01]
[ -9.87357689e-02 1.07150414e-02 1.23102067e-01 1.19364233e-01
-5.43385297e-02 -1.13927946e-01 2.05780748e-01 -7.65119775e-02
1.90346280e-01 8.99717865e-03]
[ 2.48959968e-02 -8.73862442e-02 2.17770151e-01 -2.16191387e-01
6.03552193e-02 1.06416045e-01 -3.24252479e-02 -1.11661535e-01
3.64449642e-02 2.67712936e-01]]
[[ 0.3195689 ]
[ 0.92724375]
[ 0.16215241]
[ 0.41663706]
[-1.52775836]
[-0.22417033]
[-1.0073913 ]
[-0.01753417]
[ 0.31554847]
[ 0.53049969]]
Progress: 7.5% ... Training loss: 0.500 ... Validation loss: 0.794[[ 1.49694809e-01 2.98524036e-01 -1.21007922e-01 9.83635212e-02
-6.66989792e-01 -6.08241137e-02 -1.44308475e-01 1.27011948e-01
-1.03477778e-01 2.12243755e-01]
[ 1.99656026e-02 1.88968454e-01 -1.75287527e-02 4.54887058e-02
7.68074339e-02 -7.93330859e-03 2.81387242e-01 4.14397290e-02
1.42967742e-01 -2.06530926e-02]
[ 2.29586819e-01 4.76489358e-01 4.94518083e-02 1.93401026e-01
-1.72193414e-01 -9.23558019e-02 -6.43112589e-01 -3.30561236e-02
1.51976092e-01 4.45631795e-01]
[ -6.21745458e-02 -4.24770818e-01 -2.63655449e-01 -5.85401110e-02
3.13908904e-01 1.94074291e-01 2.84423841e-01 5.66419014e-02
-2.51978771e-02 -1.29436145e-02]
[ 1.48914692e-03 2.32528214e-01 -1.45953323e-01 5.26291041e-02
8.86454355e-02 -1.79909572e-01 -3.76474286e-02 -1.19702229e-01
-1.96031953e-01 6.72774165e-02]
[ -3.54774398e-01 -2.68704591e-01 -2.90556245e-01 1.27316288e-01
1.69862367e-01 6.12833270e-02 -1.16198217e-02 -3.34752990e-02
-2.32900184e-02 2.28662682e-02]
[ -2.92675026e-03 -1.11892264e-01 1.07473878e-02 1.05303202e-01
-1.48940857e-01 -7.31775576e-02 1.43926888e-01 -1.88059083e-01
1.82901870e-01 5.32727220e-02]
[ 1.17241448e-01 -1.66200212e-01 3.21648403e-02 -6.42272493e-02
1.53635716e-01 -4.30409209e-02 -1.54415818e-02 1.24277808e-01
6.58830948e-02 6.60816979e-04]
[ -1.40725528e-01 2.53612112e-02 -2.93499869e-01 2.14464652e-02
-1.83107616e-01 5.52295736e-02 -3.34358498e-01 -2.63693341e-02
2.91702513e-01 -7.07241737e-02]
[ 4.00174892e-02 -1.99426474e-01 7.60559179e-02 -1.68997859e-03
1.72646789e-01 -8.53947186e-02 -1.51808139e-03 -9.42328659e-02
-3.76081920e-02 1.33429080e-01]
[ -6.87771280e-02 1.57100024e-01 2.93016755e-03 -1.48229796e-01
-4.82379281e-02 2.28801348e-02 2.69058473e-02 -1.01310585e-01
-1.59647880e-02 -1.07292641e-01]
[ -6.00647156e-02 1.14043488e-01 -4.81895329e-02 5.46270909e-02
1.38440911e-01 7.64550387e-02 -1.51766672e-01 -1.42195340e-02
-1.17682294e-01 -1.30485806e-01]
[ -1.55517551e-01 7.46252512e-03 6.26834706e-02 2.38978096e-02
-1.77628790e-01 -2.20539039e-01 -1.82192829e-01 -1.96914999e-01
8.88733526e-02 1.76561354e-01]
[ -2.05622080e-01 -9.81524583e-02 1.23418738e-01 2.78755114e-01
-1.63863374e-01 -8.52628487e-02 -1.59761521e-01 -2.54359063e-01
-2.01339055e-01 2.18793153e-02]
[ 1.10786310e-01 -3.79519429e-02 -2.14612036e-02 1.03342635e-01
8.04066417e-03 -7.56859994e-02 1.03099200e-01 4.95243658e-03
1.94476291e-02 1.27787009e-02]
[ 2.05553628e-02 -6.23574871e-02 -2.18352676e-01 1.23898468e-01
-9.81763047e-03 1.00189445e-01 -5.58755066e-02 -1.90417600e-02
-1.15395658e-01 -2.59439765e-02]
[ -1.33804827e-01 -6.41987886e-02 -2.09771606e-01 1.41535912e-01
-1.29318539e-02 1.40932877e-01 2.96715890e-02 -2.50111375e-01
5.36196936e-02 -2.16525674e-01]
[ -7.28790113e-02 -3.25138843e-02 2.75518192e-01 9.80605644e-02
1.09709533e-01 -6.06012730e-02 -1.37412994e-01 1.21898363e-01
6.69365607e-02 3.45362708e-02]
[ 6.62423239e-02 4.87088766e-02 9.46778928e-02 1.12147765e-01
-8.11715303e-03 -3.11148930e-02 1.99659188e-01 1.19290019e-01
-2.20002880e-02 -3.55416251e-02]
[ 8.68401366e-03 -1.30480545e-01 -2.88543410e-01 -4.23651556e-02
2.26905785e-01 -9.44761078e-02 1.53828390e-01 1.63716873e-01
1.09036387e-01 -2.09040342e-02]
[ 4.89356217e-02 2.31585757e-02 -1.21954888e-01 3.55309027e-02
-7.48332517e-02 3.30281160e-01 2.42293462e-01 2.06477802e-01
-1.73560523e-01 -5.50713977e-02]
[ 1.41057553e-02 4.38597122e-03 1.24318103e-01 1.17307130e-01
-5.93290830e-02 1.05461218e-01 -2.33201951e-01 -3.85792782e-02
2.14857812e-01 1.00590436e-01]
[ 1.06219647e-01 8.13978700e-02 -5.07355735e-02 -1.07346629e-01
-1.12408167e-01 -3.28908909e-01 1.00064115e-01 8.55550131e-03
1.39547535e-01 8.85822233e-02]
[ -9.74623197e-02 2.51179578e-02 -1.48391681e-02 2.37682953e-02
8.71031395e-03 -2.02506008e-01 -9.35866224e-02 -1.93437715e-02
1.51318533e-02 1.30917533e-01]
[ -1.26999342e-01 -4.73956921e-03 -1.89312723e-01 1.97790058e-02
-3.23436441e-01 -1.28023924e-02 -7.01835321e-02 -2.23362199e-02
2.18390791e-02 9.04069697e-02]
[ 3.52793104e-02 1.25138642e-01 -4.23159294e-02 -3.47796569e-02
2.23033578e-01 2.38358229e-01 3.25952343e-01 1.13413039e-01
-1.10847365e-01 -2.66797378e-01]
[ 5.93869309e-02 -1.31580572e-01 7.90305199e-03 3.49280124e-02
3.08738979e-01 5.75831048e-02 2.53460388e-01 9.19066822e-02
1.09647966e-01 -2.56789705e-01]
[ 7.38856358e-02 -2.14348724e-01 -1.19974305e-02 -1.83542462e-02
3.84206088e-01 -1.22285967e-02 2.54416448e-01 4.88065044e-02
-2.93830216e-01 -1.15665184e-01]
[ -7.92056777e-02 -3.24037739e-01 3.40622932e-02 -7.74324959e-02
3.63377653e-01 -1.39686877e-01 3.26465649e-01 -8.16390042e-02
2.71261364e-02 2.08283002e-01]
[ -2.13683284e-01 -1.59886709e-01 9.04971030e-02 5.25511089e-02
6.09263009e-01 1.02349299e-01 1.65410764e-01 4.84144668e-02
-1.27835372e-02 -2.65226021e-02]
[ -8.90945375e-02 2.72134826e-02 3.03867153e-01 -8.63306227e-02
1.57082466e-01 -1.05526984e-01 3.35757826e-01 1.47957751e-02
-1.36138652e-01 1.35326819e-01]
[ -6.56197788e-02 -3.82116338e-02 -1.50662178e-01 -1.38741023e-02
2.07915149e-01 -2.62156320e-01 -1.77988532e-02 1.71139484e-01
5.59874403e-02 -2.62004349e-02]
[ 9.03334199e-02 1.68408877e-01 1.52677051e-01 -1.24548211e-01
3.81072529e-02 6.57317624e-02 -6.75363036e-02 2.85819313e-01
4.85060592e-02 1.33035364e-01]
[ 2.74797131e-01 1.11021020e-01 -1.19787028e-01 2.13826786e-01
-6.31502757e-01 -2.43884948e-01 -2.45678478e-01 1.79784810e-01
3.01561063e-01 -1.61110780e-01]
[ 4.44719422e-02 1.36925233e-01 2.50529473e-01 2.46919621e-01
-3.81569910e-02 -1.90876285e-01 -1.60640982e-01 -1.31218683e-01
-1.42507892e-01 -2.90547132e-01]
[ 4.60893494e-02 1.06477404e-02 -1.06692275e-01 -2.15491318e-02
1.49740774e-01 2.99491559e-02 -7.15464766e-02 -1.83591445e-01
5.99097199e-02 2.42075441e-01]
[ -1.03178679e-02 -8.22707019e-02 -7.09509618e-02 -6.62098617e-02
3.68046789e-02 -1.67901179e-01 1.19580749e-01 9.78659108e-03
2.63267297e-02 -6.34867004e-03]
[ 5.80716583e-03 3.79015111e-05 2.34522247e-01 4.12795255e-02
-1.22555045e-01 -1.19466553e-01 1.86860082e-01 3.98227433e-02
-2.11529109e-01 7.93712586e-02]
[ 3.82184748e-02 -6.17162807e-02 9.27712139e-02 -4.02531166e-02
-8.89295015e-02 8.91326863e-02 1.67049049e-01 -2.71377593e-01
-5.36331747e-02 -1.35978120e-01]
[ -3.70371495e-02 1.14148903e-02 7.27379729e-02 -6.72805722e-02
8.68932201e-02 1.96516999e-01 1.74987395e-01 1.17960627e-01
-4.93601029e-02 1.42407299e-01]
[ 2.26270084e-01 6.61054668e-02 3.21788662e-02 8.94755407e-02
2.79853750e-02 -2.47844578e-02 -1.64878565e-01 1.47670106e-01
-4.79670096e-02 -6.73588875e-03]
[ -2.23649318e-02 -1.89805684e-01 -1.42811140e-02 -5.25182705e-02
-1.17207682e-01 -8.58465351e-02 -2.63390962e-02 4.10295614e-02
5.02066597e-02 1.03388142e-01]
[ -1.08112859e-01 2.58702530e-01 4.61208510e-02 2.03716251e-01
-4.76816558e-01 -2.28667939e-01 -3.21499687e-01 -7.36286305e-02
1.16842280e-01 1.24880195e-01]
[ 5.60088196e-02 2.66459492e-01 -9.10492048e-04 2.41248471e-01
-2.86566988e-01 -9.48671148e-03 -1.50192882e-01 1.51142698e-01
5.79026922e-02 3.23762060e-01]
[ 2.10546785e-01 1.65081186e-01 2.18974349e-01 6.27647195e-02
-1.39583006e-01 1.15102031e-01 -5.79024781e-02 1.63473815e-01
1.75722807e-01 -5.75139846e-03]
[ -9.97870869e-02 1.44950083e-01 2.28289906e-01 -2.49252518e-02
9.61124779e-02 1.48076580e-01 -1.54827999e-02 -1.46750168e-02
-6.51410223e-02 9.48305790e-03]
[ -1.03929689e-01 -2.55661220e-02 2.15704056e-02 8.03294770e-02
-1.17494363e-02 1.21761032e-01 2.78825797e-01 2.05585803e-02
-2.84675023e-01 -1.05317356e-01]
[ -1.87532797e-01 7.00717729e-02 -7.76215089e-02 -2.99202289e-01
3.28450551e-02 1.01917303e-01 5.47378662e-03 1.03534329e-01
-1.74045974e-01 8.00899448e-02]
[ 7.61340170e-02 -1.81758747e-01 -9.46295696e-02 -6.73264549e-02
6.35537220e-02 -1.06776355e-02 -2.92632861e-02 1.53260980e-01
-9.26413373e-02 -1.15951307e-01]
[ 1.54156290e-01 -1.18620031e-01 -1.36541567e-01 1.01047706e-03
1.43795765e-01 -6.21745139e-02 -5.56965470e-02 -1.47152963e-01
1.33841126e-01 -9.13750688e-02]
[ -1.27883187e-01 1.65433361e-01 2.52464657e-01 -3.96506896e-02
1.96027591e-01 9.76965225e-02 -1.74827079e-02 -2.97590484e-01
-1.37046150e-01 -6.95820936e-02]
[ -3.44886131e-01 1.52619875e-01 1.33247292e-02 -1.68912075e-02
5.95897582e-02 -1.72754938e-01 -1.02106676e-01 2.35272621e-01
-8.96556815e-02 1.01785813e-01]
[ 1.46396068e-01 1.33057630e-01 -2.42103839e-01 -1.00827438e-01
9.64401973e-02 -2.86901683e-01 -9.90535230e-03 -1.67265773e-01
-1.13073079e-02 -1.89937390e-01]
[ 2.11153211e-01 -1.20425380e-01 6.05235036e-02 -2.14960721e-02
3.02867317e-03 -2.94991428e-02 -4.41743380e-02 -1.36551585e-01
1.09472364e-01 -1.73530023e-01]
[ -9.85353544e-02 1.14442386e-02 1.23165275e-01 1.19555057e-01
-5.52062512e-02 -1.14025059e-01 2.04930791e-01 -7.65203178e-02
1.90516143e-01 9.35471301e-03]
[ 2.49984817e-02 -8.74969606e-02 2.17824621e-01 -2.16033370e-01
6.03085379e-02 1.06346041e-01 -3.22247717e-02 -1.11669244e-01
3.65922637e-02 2.67723049e-01]]
[[ 0.32041044]
[ 0.9345504 ]
[ 0.16318621]
[ 0.42025309]
[-1.53702637]
[-0.23065682]
[-1.01630296]
[-0.02172391]
[ 0.31554112]
[ 0.53400166]]
Progress: 7.5% ... Training loss: 0.498 ... Validation loss: 0.791[[ 1.50805279e-01 3.01350962e-01 -1.20489945e-01 9.97347405e-02
-6.69395551e-01 -6.16506944e-02 -1.47091999e-01 1.26937237e-01
-1.02414293e-01 2.13929958e-01]
[ 1.99717326e-02 1.88982581e-01 -1.75263965e-02 4.54964589e-02
7.67780181e-02 -7.93781471e-03 2.81371531e-01 4.14393473e-02
1.42973413e-01 -2.06439946e-02]
[ 2.27923524e-01 4.73623535e-01 4.86041187e-02 1.91144025e-01
-1.64665685e-01 -9.11755380e-02 -6.38559573e-01 -3.29377615e-02
1.50291419e-01 4.42932025e-01]
[ -6.18937450e-02 -4.23926798e-01 -2.63478061e-01 -5.79130481e-02
3.08284398e-01 1.93847299e-01 2.83828905e-01 5.66101595e-02
-2.48373179e-02 -1.21390721e-02]
[ 1.51159158e-04 2.29716954e-01 -1.46663686e-01 5.07972254e-02
9.55162485e-02 -1.78959068e-01 -3.36369738e-02 -1.19600737e-01
-1.97576233e-01 6.49292299e-02]
[ -3.54379957e-01 -2.68206564e-01 -2.90388652e-01 1.27876920e-01
1.68136344e-01 6.09568150e-02 -1.27925198e-02 -3.35054338e-02
-2.28739915e-02 2.34655647e-02]
[ -3.20177837e-03 -1.13216841e-01 1.06191884e-02 1.04874798e-01
-1.45571592e-01 -7.29638499e-02 1.45134694e-01 -1.88040139e-01
1.82668420e-01 5.27781870e-02]
[ 1.15960111e-01 -1.69008478e-01 3.15304923e-02 -6.58611568e-02
1.59181320e-01 -4.22072327e-02 -1.17452910e-02 1.24362231e-01
6.46489933e-02 -1.41341921e-03]
[ -1.40325430e-01 2.65573621e-02 -2.93276540e-01 2.19966831e-02
-1.84445988e-01 5.48983830e-02 -3.35494570e-01 -2.63985308e-02
2.92089694e-01 -7.00297473e-02]
[ 4.03154423e-02 -1.99256021e-01 7.61962379e-02 -1.28805896e-03
1.73994000e-01 -8.57257239e-02 -2.09434974e-03 -9.42594580e-02
-3.72444686e-02 1.33904413e-01]
[ -6.97258537e-02 1.54764552e-01 2.47096237e-03 -1.49474624e-01
-4.42554061e-02 2.35405661e-02 2.95373184e-02 -1.01245440e-01
-1.68882500e-02 -1.08800348e-01]
[ -6.01757687e-02 1.13769843e-01 -4.82422727e-02 5.45185376e-02
1.38961654e-01 7.65153059e-02 -1.51226547e-01 -1.42140515e-02
-1.17786900e-01 -1.30728481e-01]
[ -1.55517551e-01 7.46252512e-03 6.26834706e-02 2.38978096e-02
-1.77628790e-01 -2.20539039e-01 -1.82192829e-01 -1.96914999e-01
8.88733526e-02 1.76561354e-01]
[ -2.05432872e-01 -9.78546060e-02 1.23512136e-01 2.79001519e-01
-1.64750503e-01 -8.53970719e-02 -1.60314961e-01 -2.54371992e-01
-2.01148081e-01 2.21350038e-02]
[ 1.10568096e-01 -3.86676920e-02 -2.15642090e-02 1.03052551e-01
9.08893116e-03 -7.55586758e-02 1.03879963e-01 4.96620176e-03
1.92431692e-02 1.23990635e-02]
[ 2.07516555e-02 -6.21236884e-02 -2.18309928e-01 1.24163530e-01
-1.00086539e-02 1.00051606e-01 -5.65842575e-02 -1.90568628e-02
-1.15210676e-01 -2.56231598e-02]
[ -1.33248655e-01 -6.28181962e-02 -2.09492424e-01 1.42223337e-01
-1.43736800e-02 1.40551580e-01 2.81365563e-02 -2.50146041e-01
5.41582411e-02 -2.15627420e-01]
[ -7.29239216e-02 -3.27757517e-02 2.75507452e-01 9.79879091e-02
1.10315126e-01 -6.05754735e-02 -1.37093088e-01 1.21898402e-01
6.69188668e-02 3.44080226e-02]
[ 6.53031632e-02 4.64967609e-02 9.42055017e-02 1.10915292e-01
-3.92127810e-03 -3.04595258e-02 2.02337637e-01 1.19357525e-01
-2.29434173e-02 -3.69862269e-02]
[ 8.25632620e-03 -1.31591713e-01 -2.88765167e-01 -4.29471093e-02
2.28807772e-01 -9.41812331e-02 1.55045295e-01 1.63745785e-01
1.08624867e-01 -2.16003442e-02]
[ 4.86906215e-02 2.25444620e-02 -1.22082451e-01 3.52376746e-02
-7.35792435e-02 3.30437609e-01 2.42996766e-01 2.06491767e-01
-1.73777016e-01 -5.55346114e-02]
[ 1.41694483e-02 4.65672022e-03 1.24383936e-01 1.17416009e-01
-5.93246494e-02 1.05377973e-01 -2.33003859e-01 -3.85861169e-02
2.14930963e-01 1.00726811e-01]
[ 1.06355082e-01 8.18008283e-02 -5.06620726e-02 -1.07152443e-01
-1.12970342e-01 -3.29008333e-01 9.97130630e-02 8.54571027e-03
1.39667095e-01 8.87895619e-02]
[ -9.76118820e-02 2.47807339e-02 -1.49094342e-02 2.35957224e-02
9.30289595e-03 -2.02436777e-01 -9.33645940e-02 -1.93347975e-02
1.50142740e-02 1.30708308e-01]
[ -1.26877432e-01 -4.51194742e-03 -1.89233287e-01 1.99685541e-02
-3.24106558e-01 -1.29057150e-02 -7.05593755e-02 -2.23460189e-02
2.19783946e-02 9.06346849e-02]
[ 3.50633913e-02 1.24504959e-01 -4.24280397e-02 -3.50396922e-02
2.24176870e-01 2.38513818e-01 3.26652206e-01 1.13426470e-01
-1.11062554e-01 -2.67116854e-01]
[ 5.88506530e-02 -1.33174970e-01 7.61865301e-03 3.41994043e-02
3.11337018e-01 5.79803353e-02 2.55146788e-01 9.19444495e-02
1.09106095e-01 -2.57704737e-01]
[ 7.37639098e-02 -2.14706508e-01 -1.20595033e-02 -1.85192614e-02
3.84794912e-01 -1.21421763e-02 2.54818510e-01 4.88150283e-02
-2.93950811e-01 -1.15872161e-01]
[ -7.97044740e-02 -3.25405781e-01 3.38081389e-02 -7.80997544e-02
3.65773456e-01 -1.39330345e-01 3.27997987e-01 -8.16056012e-02
2.66270304e-02 2.07521671e-01]
[ -2.14257930e-01 -1.61484748e-01 9.02179848e-02 5.18141272e-02
6.11681662e-01 1.02756321e-01 1.67219079e-01 4.84525662e-02
-1.33244067e-02 -2.74428463e-02]
[ -8.93919609e-02 2.64497904e-02 3.03716968e-01 -8.67351009e-02
1.58505672e-01 -1.05304857e-01 3.36633446e-01 1.48164863e-02
-1.36432445e-01 1.34826434e-01]
[ -6.61259124e-02 -3.96749130e-02 -1.50914333e-01 -1.45186614e-02
2.10173220e-01 -2.61829512e-01 -1.62069339e-02 1.71171052e-01
5.55282553e-02 -2.70286994e-02]
[ 9.02803713e-02 1.68270551e-01 1.52658153e-01 -1.24606554e-01
3.83653255e-02 6.57610880e-02 -6.73987059e-02 2.85822733e-01
4.84687263e-02 1.32970696e-01]
[ 2.75779299e-01 1.13430154e-01 -1.19340379e-01 2.15080169e-01
-6.35381663e-01 -2.44590438e-01 -2.48473983e-01 1.79718914e-01
3.02497340e-01 -1.59502045e-01]
[ 4.47546538e-02 1.37522251e-01 2.50687787e-01 2.47314717e-01
-3.96229207e-02 -1.91098808e-01 -1.61510325e-01 -1.31239465e-01
-1.42207445e-01 -2.90072792e-01]
[ 4.61023061e-02 1.06867281e-02 -1.06676565e-01 -2.15076607e-02
1.49657076e-01 2.99351616e-02 -7.15872465e-02 -1.83592847e-01
5.99397248e-02 2.42155214e-01]
[ -1.05091888e-02 -8.27536672e-02 -7.10453833e-02 -6.64603166e-02
3.76246464e-02 -1.67783103e-01 1.20103639e-01 9.79858801e-03
2.61314563e-02 -6.62100286e-03]
[ 6.13839873e-03 1.29400940e-03 2.34709040e-01 4.18013475e-02
-1.24338789e-01 -1.19763566e-01 1.85706834e-01 3.97975890e-02
-2.11168352e-01 7.98535871e-02]
[ 3.83177180e-02 -6.14656673e-02 9.28234803e-02 -4.01207432e-02
-8.93641269e-02 8.90552116e-02 1.66760619e-01 -2.71384930e-01
-5.35332517e-02 -1.35788422e-01]
[ -3.68908479e-02 1.17866938e-02 7.28059337e-02 -6.70865919e-02
8.63007060e-02 1.96417853e-01 1.74442799e-01 1.17952213e-01
-4.92155746e-02 1.42621666e-01]
[ 2.25361319e-01 6.38488914e-02 3.16767753e-02 8.81638770e-02
3.25260360e-02 -2.40899091e-02 -1.62615564e-01 1.47741338e-01
-4.89672019e-02 -8.25997925e-03]
[ -2.22074844e-02 -1.89329647e-01 -1.41881815e-02 -5.22788672e-02
-1.17927406e-01 -8.59688073e-02 -2.66663463e-02 4.10166523e-02
5.03789837e-02 1.03613170e-01]
[ -1.07619384e-01 2.60000367e-01 4.63733440e-02 2.04327667e-01
-4.78195923e-01 -2.29008956e-01 -3.22794038e-01 -7.36599316e-02
1.17319998e-01 1.25671231e-01]
[ 5.65434892e-02 2.67576455e-01 -6.50832140e-04 2.41899212e-01
-2.88046401e-01 -9.85691292e-03 -1.51433948e-01 1.51103810e-01
5.84512138e-02 3.24519252e-01]
[ 2.10920243e-01 1.66328636e-01 2.19212124e-01 6.33616330e-02
-1.41594924e-01 1.14756110e-01 -5.91108284e-02 1.63441501e-01
1.76152408e-01 -5.11307428e-03]
[ -9.97212619e-02 1.45115404e-01 2.28323123e-01 -2.48411819e-02
9.58019892e-02 1.48029659e-01 -1.56292437e-02 -1.46794298e-02
-6.50759328e-02 9.56359449e-03]
[ -1.03897071e-01 -2.54590488e-02 2.15882896e-02 8.03782249e-02
-1.19205738e-02 1.21733930e-01 2.78703972e-01 2.05561252e-02
-2.84640238e-01 -1.05250267e-01]
[ -1.87745406e-01 6.94143813e-02 -7.77260034e-02 -2.99486407e-01
3.38176901e-02 1.02069106e-01 6.07756389e-03 1.03548600e-01
-1.74251422e-01 7.97826919e-02]
[ 7.59767502e-02 -1.82217581e-01 -9.47087495e-02 -6.75358190e-02
6.42984373e-02 -1.05643502e-02 -2.87605595e-02 1.53271857e-01
-9.27968068e-02 -1.16214744e-01]
[ 1.53575182e-01 -1.20138279e-01 -1.36820295e-01 3.07584934e-04
1.46224130e-01 -6.17947139e-02 -5.39004818e-02 -1.47117041e-01
1.33267025e-01 -9.23633228e-02]
[ -1.27969754e-01 1.65356325e-01 2.52396354e-01 -3.98351180e-02
1.97439058e-01 9.77822313e-02 -1.71025481e-02 -2.97581712e-01
-1.37208469e-01 -6.97310976e-02]
[ -3.45221259e-01 1.51696609e-01 1.31773438e-02 -1.73172136e-02
6.15776616e-02 -1.72557729e-01 -1.01423370e-01 2.35291422e-01
-8.99413029e-02 1.01400430e-01]
[ 1.46509751e-01 1.33188279e-01 -2.42050698e-01 -1.00628906e-01
9.57905015e-02 -2.87048521e-01 -1.01334731e-02 -1.67278119e-01
-1.11604562e-02 -1.89764295e-01]
[ 2.11573392e-01 -1.19640982e-01 6.07176609e-02 -2.10636919e-02
2.40095994e-03 -2.97430876e-02 -4.51697297e-02 -1.36576116e-01
1.09864469e-01 -1.72955712e-01]
[ -9.94744221e-02 8.94088616e-03 1.22709247e-01 1.18384129e-01
-5.12921838e-02 -1.13409999e-01 2.07655019e-01 -7.64578325e-02
1.89652494e-01 7.94437324e-03]
[ 2.56446633e-02 -8.58287691e-02 2.18156144e-01 -2.15131488e-01
5.76946180e-02 1.05848739e-01 -3.39896902e-02 -1.11714310e-01
3.72746527e-02 2.68633575e-01]]
[[ 0.31576597]
[ 0.92957276]
[ 0.15823103]
[ 0.41688549]
[-1.54910298]
[-0.23323159]
[-1.02198872]
[-0.02661135]
[ 0.31204917]
[ 0.52884137]]
Progress: 7.6% ... Training loss: 0.494 ... Validation loss: 0.793[[ 1.49186147e-01 2.96171839e-01 -1.21283568e-01 9.75010115e-02
-6.60297502e-01 -6.04413528e-02 -1.41863832e-01 1.27068310e-01
-1.04034512e-01 2.11182561e-01]
[ 1.99066317e-02 1.88730833e-01 -1.75564798e-02 4.54195237e-02
7.70104530e-02 -7.89574934e-03 2.81633762e-01 4.14441503e-02
1.42933768e-01 -2.07755766e-02]
[ 2.26554725e-01 4.69542973e-01 4.78188219e-02 1.88918150e-01
-1.56510367e-01 -9.00514203e-02 -6.34825660e-01 -3.27985645e-02
1.48724813e-01 4.40550292e-01]
[ -6.13951811e-02 -4.23438787e-01 -2.63161744e-01 -5.71183003e-02
3.04791511e-01 1.93504753e-01 2.82783742e-01 5.65631119e-02
-2.43142032e-02 -1.11320266e-02]
[ -1.96729410e-04 2.29527417e-01 -1.46803177e-01 5.05020887e-02
9.75947855e-02 -1.78910378e-01 -3.25995545e-02 -1.19585894e-01
-1.97844856e-01 6.41204080e-02]
[ -3.54026890e-01 -2.67018219e-01 -2.90209373e-01 1.28449733e-01
1.66427087e-01 6.06167970e-02 -1.37653840e-02 -3.35422642e-02
-2.24785491e-02 2.41035133e-02]
[ -3.23998834e-03 -1.13879029e-01 1.06260724e-02 1.04777144e-01
-1.44293755e-01 -7.29348942e-02 1.45560593e-01 -1.88043777e-01
1.82651263e-01 5.25273964e-02]
[ 1.14492321e-01 -1.73429489e-01 3.07572201e-02 -6.79399939e-02
1.66512195e-01 -4.11094680e-02 -7.19301200e-03 1.24491657e-01
6.31005060e-02 -3.81610492e-03]
[ -1.41097202e-01 2.43231955e-02 -2.93643358e-01 2.09823987e-02
-1.80643008e-01 5.54597500e-02 -3.32896802e-01 -2.63348852e-02
2.91354177e-01 -7.13933568e-02]
[ 3.89486363e-02 -2.03081746e-01 7.54986472e-02 -3.18118176e-03
1.81410870e-01 -8.47613444e-02 2.29804214e-03 -9.41498595e-02
-3.86061740e-02 1.31572525e-01]
[ -6.98661661e-02 1.53824866e-01 2.40804122e-03 -1.49622842e-01
-4.30967674e-02 2.36054342e-02 3.02718463e-02 -1.01238205e-01
-1.69906204e-02 -1.09065005e-01]
[ -6.05933554e-02 1.12406234e-01 -4.84356889e-02 5.39419152e-02
1.41088579e-01 7.68341277e-02 -1.49750386e-01 -1.41782818e-02
-1.18228542e-01 -1.31511073e-01]
[ -1.55517551e-01 7.46252512e-03 6.26834706e-02 2.38978096e-02
-1.77628790e-01 -2.20539039e-01 -1.82192829e-01 -1.96914999e-01
8.88733526e-02 1.76561354e-01]
[ -2.05401952e-01 -9.77056442e-02 1.23534101e-01 2.79078798e-01
-1.64947567e-01 -8.54315697e-02 -1.60392378e-01 -2.54376749e-01
-2.01113915e-01 2.22179612e-02]
[ 1.10857639e-01 -3.78800159e-02 -2.14335137e-02 1.03476811e-01
7.89282686e-03 -7.58094283e-02 1.03185278e-01 4.93925518e-03
1.95519248e-02 1.28515405e-02]
[ 2.04564943e-02 -6.28896597e-02 -2.18445801e-01 1.23805005e-01
-8.77150940e-03 1.00227689e-01 -5.56811321e-02 -1.90356559e-02
-1.15477760e-01 -2.60855811e-02]
[ -1.33907264e-01 -6.46233312e-02 -2.09791138e-01 1.41402705e-01
-1.12918565e-02 1.41006839e-01 3.02922179e-02 -2.50098381e-01
5.35228831e-02 -2.16731014e-01]
[ -7.26707175e-02 -3.22139071e-02 2.75615515e-01 9.83125593e-02
1.09334881e-01 -6.07587216e-02 -1.37763418e-01 1.21878460e-01
6.71516569e-02 3.48030208e-02]
[ 6.60947541e-02 4.83401430e-02 9.46132998e-02 1.11868444e-01
-6.75545232e-03 -3.10046465e-02 1.99905038e-01 1.19291997e-01
-2.21430867e-02 -3.58117569e-02]
[ 7.75664365e-03 -1.32997734e-01 -2.89046569e-01 -4.36892951e-02
2.31264256e-01 -9.38031287e-02 1.56540947e-01 1.63793874e-01
1.08068366e-01 -2.24126418e-02]
[ 4.81452628e-02 2.08152304e-02 -1.22362232e-01 3.44522569e-02
-7.07147374e-02 3.30855632e-01 2.44688277e-01 2.06539188e-01
-1.74356701e-01 -5.64750797e-02]
[ 1.36500681e-02 3.12636109e-03 1.24124074e-01 1.16739748e-01
-5.68575660e-02 1.05750825e-01 -2.31369465e-01 -3.85443614e-02
2.14423347e-01 9.99251613e-02]
[ 1.06011209e-01 8.07758759e-02 -5.08349798e-02 -1.07611418e-01
-1.11233929e-01 -3.28753326e-01 1.00898723e-01 8.57462016e-03
1.39334150e-01 8.81330154e-02]
[ -9.81032513e-02 2.34591303e-02 -1.51535622e-02 2.29530702e-02
1.16163822e-02 -2.02078257e-01 -9.17646024e-02 -1.92938208e-02
1.45633907e-02 1.29891745e-01]
[ -1.26813963e-01 -4.39955802e-03 -1.89183071e-01 2.00558966e-02
-3.24353477e-01 -1.29578748e-02 -7.07472600e-02 -2.23522598e-02
2.20267066e-02 9.07441847e-02]
[ 3.44042644e-02 1.22653372e-01 -4.27775117e-02 -3.59240439e-02
2.27374914e-01 2.39007000e-01 3.28919213e-01 1.13480889e-01
-1.11734039e-01 -2.68232786e-01]
[ 5.85821957e-02 -1.33979758e-01 7.48668635e-03 3.38402880e-02
3.12709018e-01 5.81811970e-02 2.56051900e-01 9.19673869e-02
1.08845836e-01 -2.58161989e-01]
[ 7.33035457e-02 -2.16026367e-01 -1.22847577e-02 -1.91015714e-02
3.87013644e-01 -1.18365720e-02 2.56253007e-01 4.88506231e-02
-2.94396572e-01 -1.16627987e-01]
[ -8.02478602e-02 -3.26933060e-01 3.35327278e-02 -7.88435379e-02
3.68553445e-01 -1.38917088e-01 3.29807741e-01 -8.15578253e-02
2.60721927e-02 2.06627628e-01]
[ -2.14680030e-01 -1.62711577e-01 9.00104513e-02 5.12617473e-02
6.13668195e-01 1.03055821e-01 1.68567075e-01 4.84874983e-02
-1.37369477e-02 -2.81235566e-02]
[ -9.00585301e-02 2.44186319e-02 3.03381099e-01 -8.76238371e-02
1.61750355e-01 -1.04809091e-01 3.38831670e-01 1.48717409e-02
-1.37102186e-01 1.33773886e-01]
[ -6.62059681e-02 -3.99270401e-02 -1.50953536e-01 -1.46312753e-02
2.10591329e-01 -2.61774652e-01 -1.59578278e-02 1.71178002e-01
5.54436721e-02 -2.71598977e-02]
[ 9.06409210e-02 1.69207825e-01 1.52838982e-01 -1.24119942e-01
3.65809947e-02 6.54884425e-02 -6.84858778e-02 2.85791506e-01
4.88194273e-02 1.33570149e-01]
[ 2.75963594e-01 1.13990657e-01 -1.19257039e-01 2.15319641e-01
-6.36123241e-01 -2.44723364e-01 -2.48985232e-01 1.79703448e-01
3.02681222e-01 -1.59197419e-01]
[ 4.50388171e-02 1.38400036e-01 2.50827344e-01 2.47683984e-01
-4.10568457e-02 -1.91314086e-01 -1.62466444e-01 -1.31264165e-01
-1.41932974e-01 -2.89582075e-01]
[ 4.58529261e-02 9.96464790e-03 -1.06811839e-01 -2.18625724e-02
1.50860737e-01 3.01323286e-02 -7.08666653e-02 -1.83570312e-01
5.96919140e-02 2.41742959e-01]
[ -1.00183796e-02 -8.13201207e-02 -7.08042909e-02 -6.58052191e-02
3.53597585e-02 -1.68140096e-01 1.18635849e-01 9.75498539e-03
2.66135792e-02 -5.92274213e-03]
[ 5.75410106e-03 2.27634140e-04 2.34479371e-01 4.12069565e-02
-1.22336184e-01 -1.19464386e-01 1.86832319e-01 3.98366769e-02
-2.11633128e-01 7.92125993e-02]
[ 3.83471451e-02 -6.12757845e-02 9.28550554e-02 -4.00926089e-02
-8.96102080e-02 8.90482041e-02 1.66466283e-01 -2.71384293e-01
-5.34943651e-02 -1.35689837e-01]
[ -3.71136857e-02 1.13763946e-02 7.26864518e-02 -6.73943608e-02
8.74450063e-02 1.96572325e-01 1.75031380e-01 1.17972525e-01
-4.94549693e-02 1.42302392e-01]
[ 2.25409605e-01 6.39960936e-02 3.17137821e-02 8.82470561e-02
3.22503982e-02 -2.41310409e-02 -1.62686766e-01 1.47735112e-01
-4.89021416e-02 -8.18245091e-03]
[ -2.22137295e-02 -1.89346025e-01 -1.41927630e-02 -5.22870487e-02
-1.17912867e-01 -8.59668043e-02 -2.66292851e-02 4.10169577e-02
5.03691245e-02 1.03603285e-01]
[ -1.07654928e-01 2.59858615e-01 4.63751955e-02 2.04292536e-01
-4.78042598e-01 -2.28981394e-01 -3.22653183e-01 -7.36575806e-02
1.17293638e-01 1.25616573e-01]
[ 5.76379992e-02 2.69935591e-01 -9.54958423e-05 2.43261432e-01
-2.92174202e-01 -1.06623636e-02 -1.54566558e-01 1.51009251e-01
5.95863240e-02 3.25970075e-01]
[ 2.11227384e-01 1.67157596e-01 2.19374988e-01 6.37978418e-02
-1.42967816e-01 1.14519420e-01 -6.00876504e-02 1.63413748e-01
1.76476132e-01 -4.56145404e-03]
[ -9.95836783e-02 1.45522942e-01 2.28398506e-01 -2.46404739e-02
9.50950448e-02 1.47913996e-01 -1.60779883e-02 -1.46927852e-02
-6.49231318e-02 9.80424008e-03]
[ -1.04031390e-01 -2.58363884e-02 2.15340353e-02 8.02816535e-02
-1.14974244e-02 1.21794674e-01 2.79185964e-01 2.05625603e-02
-2.84747382e-01 -1.05457034e-01]
[ -1.87995378e-01 6.86918988e-02 -7.78462418e-02 -2.99808196e-01
3.49617005e-02 1.02243825e-01 6.83776372e-03 1.03568730e-01
-1.74494464e-01 7.94188938e-02]
[ 7.54979344e-02 -1.83618095e-01 -9.49433038e-02 -6.81726441e-02
6.66512707e-02 -1.02113733e-02 -2.72778871e-02 1.53311693e-01
-9.32716868e-02 -1.17011008e-01]
[ 1.53725542e-01 -1.19739395e-01 -1.36710331e-01 5.93741465e-04
1.45605614e-01 -6.19352284e-02 -5.42031095e-02 -1.47135215e-01
1.33503121e-01 -9.20428721e-02]
[ -1.27885977e-01 1.65490481e-01 2.52442996e-01 -3.97216042e-02
1.96657251e-01 9.77004684e-02 -1.72571083e-02 -2.97592430e-01
-1.37113297e-01 -6.96773098e-02]
[ -3.45185530e-01 1.51422697e-01 1.32028599e-02 -1.73612560e-02
6.20451724e-02 -1.72547136e-01 -1.01400490e-01 2.35286067e-01
-8.99298564e-02 1.01356762e-01]
[ 1.45686049e-01 1.30758946e-01 -2.42442794e-01 -1.01730498e-01
1.00149771e-01 -2.86468044e-01 -7.59238813e-03 -1.67208354e-01
-1.19882848e-02 -1.91064980e-01]
[ 2.10508967e-01 -1.22487187e-01 6.01421918e-02 -2.25530669e-02
7.60444697e-03 -2.89512811e-02 -4.17988441e-02 -1.36481420e-01
1.08737445e-01 -1.74792985e-01]
[ -9.96116010e-02 8.42940672e-03 1.22641736e-01 1.18223275e-01
-5.04539187e-02 -1.13364409e-01 2.08039407e-01 -7.64491994e-02
1.89541101e-01 7.71350734e-03]
[ 2.54753993e-02 -8.64298995e-02 2.18055170e-01 -2.15353257e-01
5.89288437e-02 1.05990619e-01 -3.32486600e-02 -1.11700555e-01
3.70924659e-02 2.68292691e-01]]
[[ 0.30095541]
[ 0.9161907 ]
[ 0.14732151]
[ 0.40522532]
[-1.5622497 ]
[-0.24423996]
[-1.0329041 ]
[-0.03798471]
[ 0.2998808 ]
[ 0.51469694]]
Progress: 7.7% ... Training loss: 0.495 ... Validation loss: 0.811[[ 1.49367627e-01 2.95999750e-01 -1.21143640e-01 9.77851662e-02
-6.61001315e-01 -6.06285570e-02 -1.41765322e-01 1.27033741e-01
-1.03696512e-01 2.11290127e-01]
[ 2.00175354e-02 1.88984131e-01 -1.75078760e-02 4.55634437e-02
7.65637528e-02 -7.97711801e-03 2.81329568e-01 4.14304399e-02
1.43038056e-01 -2.06170983e-02]
[ 2.24866085e-01 4.64332119e-01 4.70225894e-02 1.86286912e-01
-1.46977787e-01 -8.86346585e-02 -6.29599444e-01 -3.25579167e-02
1.46965798e-01 4.37452562e-01]
[ -5.86299796e-02 -4.15416578e-01 -2.61931141e-01 -5.32401583e-02
2.90600839e-01 1.91276329e-01 2.73840333e-01 5.62158225e-02
-2.17148438e-02 -6.23357829e-03]
[ 8.72454271e-04 2.32130821e-01 -1.46249793e-01 5.20624001e-02
9.17690797e-02 -1.79834164e-01 -3.50821244e-02 -1.19746291e-01
-1.96578300e-01 6.55626564e-02]
[ -3.53538182e-01 -2.65928130e-01 -2.89935444e-01 1.29346813e-01
1.63592370e-01 6.00715037e-02 -1.52397275e-02 -3.36270181e-02
-2.18116296e-02 2.51272981e-02]
[ -4.55749639e-03 -1.17468741e-01 9.99210646e-03 1.02978249e-01
-1.37835329e-01 -7.18874513e-02 1.49818789e-01 -1.87876947e-01
1.81316078e-01 5.03210646e-02]
[ 1.15417611e-01 -1.71813438e-01 3.12574066e-02 -6.66453395e-02
1.62348629e-01 -4.19310136e-02 -9.91841104e-03 1.24362709e-01
6.41904931e-02 -2.35077384e-03]
[ -1.39596440e-01 2.86517157e-02 -2.92960183e-01 2.30065528e-02
-1.88613225e-01 5.43079458e-02 -3.38146621e-01 -2.65239027e-02
2.92832843e-01 -6.88970192e-02]
[ 3.99954674e-02 -2.00900802e-01 7.60718411e-02 -1.62151029e-03
1.75559929e-01 -8.57324057e-02 -1.18789460e-03 -9.43059746e-02
-3.73529239e-02 1.33315467e-01]
[ -6.94914616e-02 1.54644875e-01 2.54232133e-03 -1.49109261e-01
-4.46345556e-02 2.33071405e-02 2.91684243e-02 -1.01284359e-01
-1.65773322e-02 -1.08396026e-01]
[ -6.04176391e-02 1.12850229e-01 -4.83198367e-02 5.42856569e-02
1.39967233e-01 7.66322825e-02 -1.50352393e-01 -1.42119026e-02
-1.17994693e-01 -1.31143872e-01]
[ -1.55517551e-01 7.46252512e-03 6.26834706e-02 2.38978096e-02
-1.77628790e-01 -2.20539039e-01 -1.82192829e-01 -1.96914999e-01
8.88733526e-02 1.76561354e-01]
[ -2.05023080e-01 -9.67710726e-02 1.23779285e-01 2.79772761e-01
-1.67031250e-01 -8.58427951e-02 -1.61673913e-01 -2.54441566e-01
-2.00622538e-01 2.30100354e-02]
[ 1.10696673e-01 -3.84005346e-02 -2.15073220e-02 1.03270373e-01
8.64198288e-03 -7.56961818e-02 1.03912795e-01 4.95621901e-03
1.94238340e-02 1.25870231e-02]
[ 2.04251511e-02 -6.30844694e-02 -2.18467593e-01 1.23789561e-01
-8.78512924e-03 1.00227966e-01 -5.55431625e-02 -1.90346342e-02
-1.15469115e-01 -2.61401693e-02]
[ -1.34623496e-01 -6.67008316e-02 -2.10131819e-01 1.40439063e-01
-7.69357807e-03 1.41583103e-01 3.26609025e-02 -2.50012239e-01
5.28172868e-02 -2.17928708e-01]
[ -7.27481611e-02 -3.23707705e-02 2.75569013e-01 9.82029626e-02
1.09585418e-01 -6.06935609e-02 -1.37500854e-01 1.21889413e-01
6.70728898e-02 3.46857735e-02]
[ 6.58712712e-02 4.76032587e-02 9.45396958e-02 1.11608618e-01
-5.75409527e-03 -3.08299192e-02 2.00581449e-01 1.19317489e-01
-2.23529544e-02 -3.61202748e-02]
[ 7.20894170e-03 -1.34743912e-01 -2.89302666e-01 -4.44565700e-02
2.34123944e-01 -9.33846253e-02 1.58013551e-01 1.63860602e-01
1.07580850e-01 -2.32093574e-02]
[ 4.90897123e-02 2.29010640e-02 -1.21882989e-01 3.57566885e-02
-7.49468239e-02 3.30032063e-01 2.42129748e-01 2.06417828e-01
-1.73356832e-01 -5.51463267e-02]
[ 1.40947203e-02 4.48449802e-03 1.24342016e-01 1.17330139e-01
-5.93419500e-02 1.05403128e-01 -2.32971431e-01 -3.86001102e-02
2.14872610e-01 1.00656603e-01]
[ 1.06584188e-01 8.23895392e-02 -5.05768870e-02 -1.06844329e-01
-1.14099218e-01 -3.29202839e-01 9.89480876e-02 8.50186808e-03
1.39876232e-01 8.91000484e-02]
[ -9.71916057e-02 2.60237921e-02 -1.47390058e-02 2.41883088e-02
6.87733839e-03 -2.02774926e-01 -9.48560128e-02 -1.94083453e-02
1.54724717e-02 1.31395227e-01]
[ -1.26712139e-01 -4.07872291e-03 -1.89162277e-01 2.02039990e-02
-3.24904463e-01 -1.30485797e-02 -7.11002985e-02 -2.23662492e-02
2.21366148e-02 9.09398035e-02]
[ 3.42657860e-02 1.22243117e-01 -4.28403429e-02 -3.61064805e-02
2.28074292e-01 2.39111068e-01 3.29359827e-01 1.13497689e-01
-1.11872084e-01 -2.68453903e-01]
[ 5.83577629e-02 -1.34631485e-01 7.37768665e-03 3.35348874e-02
3.13772738e-01 5.83621204e-02 2.56825049e-01 9.19941553e-02
1.08621655e-01 -2.58546998e-01]
[ 7.32454669e-02 -2.16262880e-01 -1.23177779e-02 -1.91947357e-02
3.87376464e-01 -1.17802867e-02 2.56492927e-01 4.88589288e-02
-2.94464549e-01 -1.16743560e-01]
[ -8.04560079e-02 -3.27571127e-01 3.34244445e-02 -7.91332403e-02
3.69704319e-01 -1.38745571e-01 3.30588322e-01 -8.15324311e-02
2.58621488e-02 2.06272934e-01]
[ -2.14722403e-01 -1.62818864e-01 8.99978244e-02 5.12260179e-02
6.13874029e-01 1.03076832e-01 1.68719225e-01 4.84917849e-02
-1.37596635e-02 -2.81975531e-02]
[ -9.07057144e-02 2.24476469e-02 3.03068012e-01 -8.85291723e-02
1.65247702e-01 -1.04275796e-01 3.41100917e-01 1.49561823e-02
-1.37777849e-01 1.32707485e-01]
[ -6.65567838e-02 -4.10261298e-02 -1.51129268e-01 -1.51252199e-02
2.12433729e-01 -2.61491177e-01 -1.48110029e-02 1.71223930e-01
5.51047963e-02 -2.77764371e-02]
[ 9.13353317e-02 1.71164169e-01 1.53208615e-01 -1.23096607e-01
3.28454294e-02 6.49186111e-02 -7.08536134e-02 2.85697610e-01
4.95488317e-02 1.34813724e-01]
[ 2.76804883e-01 1.16175592e-01 -1.18872418e-01 2.16487027e-01
-6.40095111e-01 -2.45416576e-01 -2.51769687e-01 1.79600231e-01
3.03543539e-01 -1.57809574e-01]
[ 4.50853691e-02 1.38541190e-01 2.50849013e-01 2.47748310e-01
-4.12996246e-02 -1.91347848e-01 -1.62602116e-01 -1.31269992e-01
-1.41885783e-01 -2.89513900e-01]
[ 4.57720304e-02 9.72243281e-03 -1.06850211e-01 -2.19690466e-02
1.51276958e-01 3.01960945e-02 -7.06000903e-02 -1.83560894e-01
5.96099026e-02 2.41620267e-01]
[ -9.78673193e-03 -8.05610869e-02 -7.06911948e-02 -6.54971934e-02
3.40348697e-02 -1.68331160e-01 1.17639607e-01 9.72617456e-03
2.68535725e-02 -5.48947453e-03]
[ 5.43079358e-03 -5.97084434e-04 2.34322271e-01 4.07508275e-02
-1.20648392e-01 -1.19214295e-01 1.87759447e-01 3.98827220e-02
-2.12004255e-01 7.87426690e-02]
[ 3.85733806e-02 -6.05873348e-02 9.29595562e-02 -3.97795561e-02
-9.07555705e-02 8.88609516e-02 1.65712552e-01 -2.71411192e-01
-5.32687167e-02 -1.35325131e-01]
[ -3.65544170e-02 1.28731354e-02 7.29811070e-02 -6.65828171e-02
8.43472046e-02 1.96086950e-01 1.73307028e-01 1.17893335e-01
-4.88467582e-02 1.43159867e-01]
[ 2.25393190e-01 6.39314358e-02 3.17073272e-02 8.82261873e-02
3.23373029e-02 -2.41156721e-02 -1.62598417e-01 1.47737084e-01
-4.89207357e-02 -8.21239693e-03]
[ -2.20348782e-02 -1.88959956e-01 -1.41114348e-02 -5.20285656e-02
-1.18908319e-01 -8.61278895e-02 -2.73027034e-02 4.09927255e-02
5.05590686e-02 1.03963058e-01]
[ -1.07223815e-01 2.61197042e-01 4.65742113e-02 2.04867479e-01
-4.80011079e-01 -2.29315232e-01 -3.24309979e-01 -7.37098298e-02
1.17730664e-01 1.26428789e-01]
[ 5.85954166e-02 2.72242370e-01 4.00316015e-04 2.44644304e-01
-2.97282836e-01 -1.15069974e-02 -1.57249240e-01 1.50869276e-01
6.06733626e-02 3.27440964e-01]
[ 2.11320286e-01 1.67402498e-01 2.19420158e-01 6.39360670e-02
-1.43514842e-01 1.14434297e-01 -6.03803232e-02 1.63400439e-01
1.76583306e-01 -4.40078742e-03]
[ -9.90220269e-02 1.47091523e-01 2.28675355e-01 -2.38765585e-02
9.21819735e-02 1.47461014e-01 -1.79542628e-02 -1.47650349e-02
-6.43632729e-02 1.07509335e-02]
[ -1.04256653e-01 -2.64906720e-02 2.14208142e-02 7.99814140e-02
-1.03756614e-02 1.21968274e-01 2.79964527e-01 2.05900919e-02
-2.84945907e-01 -1.05851322e-01]
[ -1.88674962e-01 6.66460106e-02 -7.81801728e-02 -3.00721158e-01
3.83204945e-02 1.02788722e-01 9.07243705e-03 1.03650587e-01
-1.75132396e-01 7.83026372e-02]
[ 7.52688245e-02 -1.84298876e-01 -9.50426703e-02 -6.84593719e-02
6.76982786e-02 -1.00427110e-02 -2.66229960e-02 1.53336908e-01
-9.34794172e-02 -1.17370725e-01]
[ 1.53337879e-01 -1.21087201e-01 -1.36911016e-01 4.86227295e-05
1.47534383e-01 -6.16226126e-02 -5.28948116e-02 -1.47085433e-01
1.33132059e-01 -9.26759810e-02]
[ -1.27048298e-01 1.67555713e-01 2.52879320e-01 -3.85469923e-02
1.92332451e-01 9.69653986e-02 -1.96748402e-02 -2.97710669e-01
-1.36202524e-01 -6.84282060e-02]
[ -3.45049508e-01 1.51636806e-01 1.32994471e-02 -1.70587234e-02
6.14879111e-02 -1.72753310e-01 -1.02020929e-01 2.35261537e-01
-8.97081551e-02 1.01774751e-01]
[ 1.46886603e-01 1.34049122e-01 -2.41923359e-01 -1.00074302e-01
9.40051988e-02 -2.87393024e-01 -1.16683847e-02 -1.67362108e-01
-1.08059316e-02 -1.89047286e-01]
[ 2.10034607e-01 -1.23953278e-01 5.99529752e-02 -2.31734323e-02
9.84184424e-03 -2.85783487e-02 -3.99828946e-02 -1.36427967e-01
1.08313976e-01 -1.75668766e-01]
[ -9.94624108e-02 8.73350977e-03 1.22739793e-01 1.18498989e-01
-5.13847621e-02 -1.13515729e-01 2.07490659e-01 -7.64734972e-02
1.89746141e-01 8.02326580e-03]
[ 2.56112287e-02 -8.60446758e-02 2.18117995e-01 -2.15179835e-01
5.82100789e-02 1.05851414e-01 -3.39013576e-02 -1.11718858e-01
3.72675157e-02 2.68586157e-01]]
[[ 0.3114584 ]
[ 0.92637599]
[ 0.1556942 ]
[ 0.41749406]
[-1.54973635]
[-0.23097365]
[-1.02023552]
[-0.02438086]
[ 0.31183879]
[ 0.52626231]]
Progress: 7.7% ... Training loss: 0.490 ... Validation loss: 0.795[[ 1.50573845e-01 2.98822019e-01 -1.20503698e-01 9.93745052e-02
-6.64570802e-01 -6.15205351e-02 -1.44687650e-01 1.26934957e-01
-1.02411701e-01 2.12817957e-01]
[ 2.03169145e-02 1.89603403e-01 -1.73590675e-02 4.59698370e-02
7.51201159e-02 -8.20443098e-03 2.80432208e-01 4.14072304e-02
1.43346369e-01 -2.01361288e-02]
[ 2.25698612e-01 4.66582172e-01 4.74825063e-02 1.87379887e-01
-1.51247408e-01 -8.93030913e-02 -6.31599151e-01 -3.26217857e-02
1.47896271e-01 4.38259005e-01]
[ -5.82764264e-02 -4.13589771e-01 -2.61725802e-01 -5.27724343e-02
2.88243898e-01 1.90968849e-01 2.72907238e-01 5.61828946e-02
-2.16126385e-02 -5.57278589e-03]
[ 2.31484482e-03 2.34822684e-01 -1.45504109e-01 5.41065087e-02
8.36153976e-02 -1.80900989e-01 -3.79115223e-02 -1.19868837e-01
-1.94910918e-01 6.75030970e-02]
[ -3.53697027e-01 -2.66883602e-01 -2.90043963e-01 1.29101106e-01
1.64763964e-01 6.01938414e-02 -1.45209795e-02 -3.36150295e-02
-2.19236603e-02 2.48069025e-02]
[ -3.86400893e-03 -1.15546101e-01 1.03465172e-02 1.03815988e-01
-1.39300379e-01 -7.23513038e-02 1.47505522e-01 -1.87932074e-01
1.81985018e-01 5.13491133e-02]
[ 1.15658121e-01 -1.71717789e-01 3.14299228e-02 -6.62941579e-02
1.61282790e-01 -4.21626114e-02 -9.61183227e-03 1.24340265e-01
6.45324648e-02 -2.31633130e-03]
[ -1.39761234e-01 2.81291327e-02 -2.93035342e-01 2.27883058e-02
-1.88046501e-01 5.44294249e-02 -3.37751580e-01 -2.65113034e-02
2.92650339e-01 -6.91987607e-02]
[ 4.04864879e-02 -2.00148325e-01 7.63283055e-02 -9.86391456e-04
1.74706969e-01 -8.61116822e-02 -1.80879331e-03 -9.43471583e-02
-3.67108522e-02 1.33628753e-01]
[ -6.95017948e-02 1.54269859e-01 2.55597147e-03 -1.49145204e-01
-4.42187657e-02 2.33117317e-02 2.90349682e-02 -1.01286958e-01
-1.66360326e-02 -1.08419997e-01]
[ -6.02879678e-02 1.13013001e-01 -4.82467028e-02 5.44114479e-02
1.39611834e-01 7.65553341e-02 -1.50490937e-01 -1.42211029e-02
-1.17861687e-01 -1.30992832e-01]
[ -1.55517551e-01 7.46252512e-03 6.26834706e-02 2.38978096e-02
-1.77628790e-01 -2.20539039e-01 -1.82192829e-01 -1.96914999e-01
8.88733526e-02 1.76561354e-01]
[ -2.05051088e-01 -9.72578257e-02 1.23736327e-01 2.79692555e-01
-1.66639269e-01 -8.58042120e-02 -1.61464936e-01 -2.54438268e-01
-2.00628361e-01 2.28977440e-02]
[ 1.10573585e-01 -3.88851597e-02 -2.15679798e-02 1.03110175e-01
9.41794073e-03 -7.56132688e-02 1.04384834e-01 4.96505555e-03
1.93220344e-02 1.23919662e-02]
[ 2.00617897e-02 -6.39872389e-02 -2.18641712e-01 1.23301480e-01
-7.00736579e-03 1.00495241e-01 -5.44564285e-02 -1.90065449e-02
-1.15833940e-01 -2.67474078e-02]
[ -1.34176014e-01 -6.56347528e-02 -2.09902646e-01 1.40990117e-01
-8.70025712e-03 1.41296869e-01 3.12389673e-02 -2.50046690e-01
5.32572644e-02 -2.17192629e-01]
[ -7.24151358e-02 -3.14319186e-02 2.75726417e-01 9.86351150e-02
1.08108081e-01 -6.09352563e-02 -1.38476500e-01 1.21862600e-01
6.74088547e-02 3.51169270e-02]
[ 6.61061510e-02 4.81727775e-02 9.46587822e-02 1.11880052e-01
-6.31930722e-03 -3.09960193e-02 1.99961554e-01 1.19299531e-01
-2.21409604e-02 -3.57821004e-02]
[ 6.36111131e-03 -1.37159807e-01 -2.89730035e-01 -4.56698009e-02
2.38198295e-01 -9.27428285e-02 1.60323264e-01 1.63931140e-01
1.06740764e-01 -2.45798194e-02]
[ 4.86517050e-02 2.11891639e-02 -1.22112845e-01 3.51329613e-02
-7.26583232e-02 3.30358482e-01 2.44000328e-01 2.06452269e-01
-1.73801086e-01 -5.60720960e-02]
[ 1.52844838e-02 7.93151403e-03 1.25007125e-01 1.19083109e-01
-6.53541125e-02 1.04443315e-01 -2.36122585e-01 -3.87025205e-02
2.16185150e-01 1.02481594e-01]
[ 1.06672493e-01 8.26504321e-02 -5.05268007e-02 -1.06719137e-01
-1.14501938e-01 -3.29269330e-01 9.86740608e-02 8.49506406e-03
1.39957361e-01 8.92456308e-02]
[ -9.70364405e-02 2.64045758e-02 -1.46606913e-02 2.44022454e-02
6.07348224e-03 -2.02891331e-01 -9.53924218e-02 -1.94212145e-02
1.56062554e-02 1.31641065e-01]
[ -1.26750107e-01 -4.19968766e-03 -1.89183241e-01 2.01476708e-02
-3.24737621e-01 -1.30204621e-02 -7.09621754e-02 -2.23631284e-02
2.20943909e-02 9.08691579e-02]
[ 3.38680876e-02 1.21033513e-01 -4.30345404e-02 -3.66550414e-02
2.30116235e-01 2.39418176e-01 3.30711485e-01 1.13529364e-01
-1.12276464e-01 -2.69124284e-01]
[ 5.77205053e-02 -1.36489581e-01 7.06012227e-03 3.26539619e-02
3.16928205e-01 5.88450643e-02 2.58889803e-01 9.20463601e-02
1.07977240e-01 -2.59605813e-01]
[ 7.26315489e-02 -2.18051257e-01 -1.26213395e-02 -2.00423881e-02
3.90443469e-01 -1.13120311e-02 2.58565935e-01 4.89065424e-02
-2.95093443e-01 -1.17801318e-01]
[ -8.05243402e-02 -3.27734651e-01 3.33935938e-02 -7.92214571e-02
3.70016351e-01 -1.38697397e-01 3.30798895e-01 -8.15271423e-02
2.57977924e-02 2.06157485e-01]
[ -2.15288706e-01 -1.64572427e-01 8.97106147e-02 5.04482291e-02
6.16678350e-01 1.03487540e-01 1.70673890e-01 4.85357214e-02
-1.43381276e-02 -2.91607040e-02]
[ -9.11884823e-02 2.11099805e-02 3.02824079e-01 -8.91892258e-02
1.67519551e-01 -1.03912628e-01 3.42567005e-01 1.49947190e-02
-1.38247527e-01 1.31894491e-01]
[ -6.67756208e-02 -4.16398804e-02 -1.51230280e-01 -1.54210471e-02
2.13533071e-01 -2.61329456e-01 -1.41120957e-02 1.71241369e-01
5.48861784e-02 -2.81488244e-02]
[ 9.12408325e-02 1.70862620e-01 1.53156781e-01 -1.23235548e-01
3.33141887e-02 6.49955189e-02 -7.05342871e-02 2.85705400e-01
4.94543255e-02 1.34650980e-01]
[ 2.78839226e-01 1.22063239e-01 -1.17816743e-01 2.19226289e-01
-6.48223560e-01 -2.46948769e-01 -2.58209272e-01 1.79435676e-01
3.05546567e-01 -1.54357985e-01]
[ 4.51917654e-02 1.38811958e-01 2.50895747e-01 2.47876533e-01
-4.17647624e-02 -1.91418155e-01 -1.62974143e-01 -1.31277296e-01
-1.41784026e-01 -2.89352338e-01]
[ 4.58314650e-02 9.92603649e-03 -1.06819856e-01 -2.18802571e-02
1.50924769e-01 3.01574465e-02 -7.07556135e-02 -1.83565360e-01
5.96639043e-02 2.41740450e-01]
[ -9.74907883e-03 -8.04682546e-02 -7.06739949e-02 -6.54519654e-02
3.38653778e-02 -1.68380073e-01 1.17367459e-01 9.72264229e-03
2.68833380e-02 -5.39599382e-03]
[ 5.43162452e-03 -6.12651103e-04 2.34303443e-01 4.07400550e-02
-1.20508459e-01 -1.19216412e-01 1.87831482e-01 3.98820265e-02
-2.11991389e-01 7.86294390e-02]
[ 3.86335444e-02 -6.05451516e-02 9.29947889e-02 -3.97117262e-02
-9.10369785e-02 8.88175592e-02 1.65436923e-01 -2.71413564e-01
-5.31846395e-02 -1.35227545e-01]
[ -3.60875396e-02 1.41084804e-02 7.32259029e-02 -6.59137504e-02
8.20409644e-02 1.95716265e-01 1.71905662e-01 1.17854033e-01
-4.83458666e-02 1.43808118e-01]
[ 2.25703896e-01 6.47380795e-02 3.18895056e-02 8.87149748e-02
3.05923124e-02 -2.43757873e-02 -1.63271059e-01 1.47707610e-01
-4.85423247e-02 -7.79875312e-03]
[ -2.17281708e-02 -1.88253402e-01 -1.39588397e-02 -5.16224106e-02
-1.20204003e-01 -8.63320671e-02 -2.82483572e-02 4.09697929e-02
5.08755580e-02 1.04470006e-01]
[ -1.07070036e-01 2.61465536e-01 4.66393005e-02 2.05055225e-01
-4.80708293e-01 -2.29431299e-01 -3.24725158e-01 -7.37206405e-02
1.17890132e-01 1.26665964e-01]
[ 5.89237064e-02 2.72994232e-01 5.65194039e-04 2.45061398e-01
-2.98849008e-01 -1.17377302e-02 -1.58152214e-01 1.50843844e-01
6.09956473e-02 3.27933284e-01]
[ 2.11638345e-01 1.68279059e-01 2.19579883e-01 6.43764544e-02
-1.45073234e-01 1.14193410e-01 -6.12103783e-02 1.63373837e-01
1.76903223e-01 -3.93518491e-03]
[ -9.88151732e-02 1.47684072e-01 2.28775803e-01 -2.36061262e-02
9.11502294e-02 1.47312074e-01 -1.86650796e-02 -1.47810110e-02
-6.41528001e-02 1.10598268e-02]
[ -1.04470279e-01 -2.71828511e-02 2.13054612e-02 7.96862000e-02
-9.26877825e-03 1.22135855e-01 2.80690946e-01 2.06070688e-02
-2.85142760e-01 -1.06238109e-01]
[ -1.88775836e-01 6.63358375e-02 -7.82336491e-02 -3.00862360e-01
3.88412458e-02 1.02861536e-01 9.42154278e-03 1.03658470e-01
-1.75224937e-01 7.81244885e-02]
[ 7.48832027e-02 -1.85449635e-01 -9.52365059e-02 -6.89982525e-02
6.95145361e-02 -9.74655132e-03 -2.54088343e-02 1.53368033e-01
-9.38637628e-02 -1.18035761e-01]
[ 1.52421485e-01 -1.23836450e-01 -1.37367146e-01 -1.18364165e-03
1.51802423e-01 -6.09476734e-02 -5.01371178e-02 -1.47013288e-01
1.32264586e-01 -9.42063917e-02]
[ -1.26170273e-01 1.69537426e-01 2.53300882e-01 -3.73679433e-02
1.88134460e-01 9.63133508e-02 -2.21931608e-02 -2.97780246e-01
-1.35319386e-01 -6.70428139e-02]
[ -3.44542320e-01 1.52903397e-01 1.35629176e-02 -1.64493217e-02
5.96243578e-02 -1.73122736e-01 -1.03189556e-01 2.35223497e-01
-8.92215146e-02 1.02407278e-01]
[ 1.46875570e-01 1.34124916e-01 -2.41894128e-01 -1.00063220e-01
9.47006609e-02 -2.87391713e-01 -1.15309940e-02 -1.67364583e-01
-1.08164024e-02 -1.88990891e-01]
[ 2.09953337e-01 -1.24375853e-01 5.98984563e-02 -2.33334286e-02
1.03466023e-02 -2.85194653e-02 -3.96395733e-02 -1.36421795e-01
1.08227545e-01 -1.75838035e-01]
[ -9.95041114e-02 8.47522529e-03 1.22705094e-01 1.18336341e-01
-5.00587401e-02 -1.13419148e-01 2.07442633e-01 -7.64644910e-02
1.89661367e-01 7.91965068e-03]
[ 2.58867715e-02 -8.53984294e-02 2.18292327e-01 -2.14699492e-01
5.66847713e-02 1.05589540e-01 -3.42976886e-02 -1.11749074e-01
3.76632636e-02 2.68755492e-01]]
[[ 0.31817169]
[ 0.93695941]
[ 0.16152255]
[ 0.42538485]
[-1.55552673]
[-0.22961888]
[-1.02353889]
[-0.02096844]
[ 0.31885941]
[ 0.53439806]]
Progress: 7.8% ... Training loss: 0.490 ... Validation loss: 0.787[[ 1.51455194e-01 3.00244080e-01 -1.20072224e-01 1.00408262e-01
-6.67041228e-01 -6.19980336e-02 -1.46235151e-01 1.26877982e-01
-1.01536298e-01 2.14016293e-01]
[ 2.05972773e-02 1.90420207e-01 -1.72165153e-02 4.63434387e-02
7.38439877e-02 -8.40209498e-03 2.79570965e-01 4.13889880e-02
1.43621368e-01 -1.96692453e-02]
[ 2.25273486e-01 4.65184251e-01 4.72618258e-02 1.86566098e-01
-1.48058304e-01 -8.88650982e-02 -6.29963923e-01 -3.25824022e-02
1.47397165e-01 4.37494995e-01]
[ -5.75941638e-02 -4.10665577e-01 -2.61350564e-01 -5.15558873e-02
2.83025586e-01 1.90311104e-01 2.69732595e-01 5.61308422e-02
-2.08629965e-02 -4.12489483e-03]
[ 1.86329870e-03 2.32894786e-01 -1.45737840e-01 5.34317704e-02
8.62744668e-02 -1.80590144e-01 -3.51927594e-02 -1.19844584e-01
-1.95281813e-01 6.63443833e-02]
[ -3.53506027e-01 -2.67102347e-01 -2.90007669e-01 1.29340485e-01
1.64156861e-01 6.00707079e-02 -1.47063647e-02 -3.36279233e-02
-2.16730580e-02 2.49589010e-02]
[ -3.26575129e-03 -1.13857296e-01 1.06565432e-02 1.04581612e-01
-1.41360971e-01 -7.27663683e-02 1.45654459e-01 -1.87973092e-01
1.82530417e-01 5.22686929e-02]
[ 1.15969837e-01 -1.71642963e-01 3.15402329e-02 -6.60404180e-02
1.60938758e-01 -4.22787060e-02 -9.89871503e-03 1.24326225e-01
6.48500136e-02 -1.99592969e-03]
[ -1.39509046e-01 2.86695466e-02 -2.92896794e-01 2.30945345e-02
-1.88746275e-01 5.42580632e-02 -3.38165075e-01 -2.65282956e-02
2.92862859e-01 -6.88773752e-02]
[ 4.21097548e-02 -1.96891610e-01 7.70779747e-02 9.42908301e-04
1.69448378e-01 -8.71392993e-02 -5.74469687e-03 -9.44500276e-02
-3.51064251e-02 1.35946589e-01]
[ -6.98267982e-02 1.53240561e-01 2.37359569e-03 -1.49578269e-01
-4.27711106e-02 2.35485136e-02 3.01416321e-02 -1.01265567e-01
-1.69644689e-02 -1.09057393e-01]
[ -6.02330706e-02 1.12870884e-01 -4.82188181e-02 5.44801851e-02
1.39711269e-01 7.65205152e-02 -1.50398524e-01 -1.42245691e-02
-1.17811608e-01 -1.30959908e-01]
[ -1.55517551e-01 7.46252512e-03 6.26834706e-02 2.38978096e-02
-1.77628790e-01 -2.20539039e-01 -1.82192829e-01 -1.96914999e-01
8.88733526e-02 1.76561354e-01]
[ -2.04975489e-01 -9.71841452e-02 1.23764669e-01 2.79788393e-01
-1.66800822e-01 -8.58520886e-02 -1.61627763e-01 -2.54443259e-01
-2.00538633e-01 2.29615582e-02]
[ 1.10534388e-01 -3.93204374e-02 -2.15894210e-02 1.03069119e-01
9.63283492e-03 -7.56036586e-02 1.04690044e-01 4.96569670e-03
1.93333597e-02 1.23294470e-02]
[ 2.03230821e-02 -6.35794732e-02 -2.18563990e-01 1.23629278e-01
-8.07952361e-03 1.00334039e-01 -5.50860939e-02 -1.90219805e-02
-1.15579071e-01 -2.64315276e-02]
[ -1.34242303e-01 -6.57860911e-02 -2.09914817e-01 1.40899507e-01
-8.41186823e-03 1.41344503e-01 3.14348818e-02 -2.50043685e-01
5.31869684e-02 -2.17299724e-01]
[ -7.19048247e-02 -2.99270912e-02 2.75985254e-01 9.92848084e-02
1.06253727e-01 -6.12935138e-02 -1.40117239e-01 1.21828639e-01
6.78727630e-02 3.59496854e-02]
[ 6.62386615e-02 4.85014014e-02 9.47130084e-02 1.12065473e-01
-6.85424321e-03 -3.10923835e-02 1.99589789e-01 1.19290237e-01
-2.20033136e-02 -3.56129247e-02]
[ 6.06241240e-03 -1.38503322e-01 -2.89913427e-01 -4.62002635e-02
2.40562778e-01 -9.24540284e-02 1.61295162e-01 1.63957646e-01
1.06395450e-01 -2.50749945e-02]
[ 4.87782551e-02 2.17717149e-02 -1.22043108e-01 3.53098334e-02
-7.34749062e-02 3.30258885e-01 2.43501890e-01 2.06442669e-01
-1.73662867e-01 -5.58791384e-02]
[ 1.57578392e-02 8.57257312e-03 1.25232632e-01 1.19642022e-01
-6.68966864e-02 1.04142761e-01 -2.36509958e-01 -3.87332406e-02
2.16682997e-01 1.03057993e-01]
[ 1.06489371e-01 8.21675429e-02 -5.06024763e-02 -1.06958841e-01
-1.13661015e-01 -3.29134070e-01 9.92567028e-02 8.50745143e-03
1.39776934e-01 8.89371082e-02]
[ -9.69159273e-02 2.67144257e-02 -1.46009456e-02 2.45612818e-02
5.49740171e-03 -2.02976030e-01 -9.57710707e-02 -1.94292063e-02
1.57171631e-02 1.31839955e-01]
[ -1.26509771e-01 -3.54972614e-03 -1.89069501e-01 2.04609041e-02
-3.25599572e-01 -1.31788696e-02 -7.16852096e-02 -2.23786187e-02
2.23120473e-02 9.12059597e-02]
[ 3.35749818e-02 1.20131088e-01 -4.31901014e-02 -3.70657024e-02
2.31621281e-01 2.39639559e-01 3.31608798e-01 1.13549216e-01
-1.12565080e-01 -2.69618715e-01]
[ 5.78802991e-02 -1.36131404e-01 7.14410825e-03 3.28928690e-02
3.16284203e-01 5.87195783e-02 2.58447812e-01 9.20347649e-02
1.08150436e-01 -2.59349439e-01]
[ 7.25022492e-02 -2.18439650e-01 -1.26923961e-02 -2.02268355e-02
3.91121053e-01 -1.12131281e-02 2.58979047e-01 4.89150885e-02
-2.95199347e-01 -1.18033459e-01]
[ -8.07973652e-02 -3.28481596e-01 3.32435232e-02 -7.96173042e-02
3.71442456e-01 -1.38488138e-01 3.31711735e-01 -8.15091146e-02
2.55126443e-02 2.05679463e-01]
[ -2.15608979e-01 -1.65500743e-01 8.95584527e-02 5.00147730e-02
6.18259748e-01 1.03728980e-01 1.71726043e-01 4.85579428e-02
-1.46615379e-02 -2.97218730e-02]
[ -9.14825413e-02 2.02964442e-02 3.02672466e-01 -8.95876478e-02
1.68890815e-01 -1.03700406e-01 3.43481357e-01 1.50142308e-02
-1.38526362e-01 1.31394268e-01]
[ -6.69808144e-02 -4.23409849e-02 -1.51323423e-01 -1.56938528e-02
2.14623908e-01 -2.61194388e-01 -1.34241425e-02 1.71254146e-01
5.46829375e-02 -2.84756696e-02]
[ 9.21473138e-02 1.73208949e-01 1.53609072e-01 -1.22001919e-01
2.89645485e-02 6.43539147e-02 -7.32498009e-02 2.85645720e-01
5.03801009e-02 1.36160080e-01]
[ 2.79436395e-01 1.23602147e-01 -1.17570357e-01 2.19915828e-01
-6.50140253e-01 -2.47332435e-01 -2.60140536e-01 1.79398998e-01
3.06080915e-01 -1.53449006e-01]
[ 4.52292177e-02 1.38941464e-01 2.50919062e-01 2.47916014e-01
-4.19291495e-02 -1.91432283e-01 -1.63105224e-01 -1.31278695e-01
-1.41759368e-01 -2.89306076e-01]
[ 4.54024278e-02 8.67371857e-03 -1.07059281e-01 -2.25194926e-02
1.53171043e-01 3.04973266e-02 -6.94175675e-02 -1.83533981e-01
5.91846715e-02 2.40960928e-01]
[ -9.58892841e-03 -7.99490973e-02 -7.06008883e-02 -6.52416884e-02
3.31101175e-02 -1.68517778e-01 1.16740697e-01 9.71284973e-03
2.70329572e-02 -5.11606642e-03]
[ 5.63760603e-03 -1.90403747e-04 2.34391751e-01 4.09875469e-02
-1.21282986e-01 -1.19349471e-01 1.87185905e-01 3.98699293e-02
-2.11818638e-01 7.89134138e-02]
[ 3.84582029e-02 -6.09775725e-02 9.29035632e-02 -3.99687379e-02
-9.01150156e-02 8.89540642e-02 1.65803359e-01 -2.71400583e-01
-5.33433935e-02 -1.35492437e-01]
[ -3.57857746e-02 1.49564922e-02 7.33950254e-02 -6.54782703e-02
8.04386492e-02 1.95479524e-01 1.71019463e-01 1.17832270e-01
-4.80175749e-02 1.44279146e-01]
[ 2.25322980e-01 6.36287237e-02 3.16740844e-02 8.81584537e-02
3.26309881e-02 -2.41006801e-02 -1.62102232e-01 1.47735138e-01
-4.89662197e-02 -8.49057948e-03]
[ -2.17303330e-02 -1.88290009e-01 -1.39604015e-02 -5.16260785e-02
-1.20237038e-01 -8.63266436e-02 -2.81234091e-02 4.09698520e-02
5.08747783e-02 1.04402471e-01]
[ -1.06296575e-01 2.62834354e-01 4.70439188e-02 2.06107072e-01
-4.83648070e-01 -2.29915962e-01 -3.26048742e-01 -7.37750960e-02
1.18723801e-01 1.27804306e-01]
[ 5.91191725e-02 2.73491398e-01 6.67496809e-04 2.45312256e-01
-2.99704073e-01 -1.18817462e-02 -1.58512927e-01 1.50830634e-01
6.11747153e-02 3.28238291e-01]
[ 2.12172614e-01 1.69718977e-01 2.19848607e-01 6.50969480e-02
-1.47585020e-01 1.13794625e-01 -6.27852701e-02 1.63337369e-01
1.77441602e-01 -3.03561040e-03]
[ -9.88094946e-02 1.47736708e-01 2.28781144e-01 -2.35942848e-02
9.11505915e-02 1.47303762e-01 -1.86791901e-02 -1.47817086e-02
-6.41248406e-02 1.10749938e-02]
[ -1.04466042e-01 -2.71504538e-02 2.13172346e-02 7.97057910e-02
-9.37771085e-03 1.22126242e-01 2.80659731e-01 2.06062839e-02
-2.85129166e-01 -1.06221551e-01]
[ -1.88857189e-01 6.61036427e-02 -7.82757198e-02 -3.00973937e-01
3.91831369e-02 1.02920572e-01 9.64797996e-03 1.03663130e-01
-1.75308594e-01 7.80162754e-02]
[ 7.49382238e-02 -1.85373992e-01 -9.52072948e-02 -6.89190639e-02
6.92570541e-02 -9.78865388e-03 -2.55651766e-02 1.53364170e-01
-9.38075289e-02 -1.17947872e-01]
[ 1.53196836e-01 -1.21621180e-01 -1.36941743e-01 -8.53661532e-05
1.47872176e-01 -6.15443568e-02 -5.25897336e-02 -1.47067594e-01
1.33051165e-01 -9.29257365e-02]
[ -1.25763333e-01 1.70079729e-01 2.53478459e-01 -3.68774207e-02
1.86783319e-01 9.60635367e-02 -2.28646948e-02 -2.97809067e-01
-1.34848512e-01 -6.64942856e-02]
[ -3.44627092e-01 1.52455351e-01 1.35111075e-02 -1.66054357e-02
6.01896740e-02 -1.73011497e-01 -1.02558011e-01 2.35230739e-01
-8.93340956e-02 1.02134215e-01]
[ 1.47013232e-01 1.33919845e-01 -2.41847971e-01 -9.98890552e-02
9.45968435e-02 -2.87442461e-01 -1.14763411e-02 -1.67373982e-01
-1.06594172e-02 -1.88900714e-01]
[ 2.10330307e-01 -1.23635316e-01 6.00420687e-02 -2.29169704e-02
9.22255829e-03 -2.87624473e-02 -4.05226820e-02 -1.36442739e-01
1.08527781e-01 -1.75333490e-01]
[ -9.94071798e-02 8.78098243e-03 1.22769731e-01 1.18409809e-01
-4.98202061e-02 -1.13470802e-01 2.07000417e-01 -7.64688880e-02
1.89738115e-01 8.16630261e-03]
[ 2.55308492e-02 -8.64638816e-02 2.18081930e-01 -2.15231295e-01
5.86786691e-02 1.05844529e-01 -3.32712383e-02 -1.11723392e-01
3.73104920e-02 2.68071363e-01]]
[[ 0.32742412]
[ 0.94403715]
[ 0.16994505]
[ 0.43535446]
[-1.5514909 ]
[-0.22175232]
[-1.01648065]
[-0.01225205]
[ 0.32895346]
[ 0.54261087]]
Progress: 7.8% ... Training loss: 0.494 ... Validation loss: 0.783[[ 1.50517555e-01 2.97223972e-01 -1.20529446e-01 9.91494997e-02
-6.61918316e-01 -6.13418466e-02 -1.42469371e-01 1.26910819e-01
-1.02440044e-01 2.12276233e-01]
[ 2.05372819e-02 1.90092363e-01 -1.72604691e-02 4.62520235e-02
7.41110744e-02 -8.33927333e-03 2.79794041e-01 4.13910362e-02
1.43572985e-01 -1.98349245e-02]
[ 2.25355186e-01 4.64591249e-01 4.73949825e-02 1.86684293e-01
-1.48506392e-01 -8.88352015e-02 -6.29010651e-01 -3.25912926e-02
1.47562141e-01 4.37147594e-01]
[ -5.82420956e-02 -4.12031627e-01 -2.61609005e-01 -5.23854962e-02
2.85533109e-01 1.90757612e-01 2.70940974e-01 5.61565912e-02
-2.16835803e-02 -4.56118891e-03]
[ 5.16689138e-04 2.28581474e-01 -1.46395600e-01 5.16259265e-02
9.29389405e-02 -1.79740800e-01 -2.98639494e-02 -1.19804304e-01
-1.96342492e-01 6.36935724e-02]
[ -3.53878706e-01 -2.68224739e-01 -2.90222010e-01 1.28808542e-01
1.66089005e-01 6.03251709e-02 -1.35276625e-02 -3.36143785e-02
-2.20153705e-02 2.43219781e-02]
[ -4.54039747e-03 -1.18032560e-01 9.97220319e-03 1.02800875e-01
-1.35204617e-01 -7.18449698e-02 1.50347555e-01 -1.87928015e-01
1.81258904e-01 4.97894561e-02]
[ 1.14769325e-01 -1.75114011e-01 3.09885521e-02 -6.75102726e-02
1.65861460e-01 -4.15200988e-02 -5.81043715e-03 1.24365689e-01
6.37930271e-02 -3.83345119e-03]
[ -1.39217584e-01 2.94972201e-02 -2.92747017e-01 2.34542016e-02
-1.89564039e-01 5.40479052e-02 -3.38970946e-01 -2.65391182e-02
2.93049278e-01 -6.84177333e-02]
[ 4.14088257e-02 -1.99658195e-01 7.67225797e-02 5.72581892e-06
1.73241011e-01 -8.66725929e-02 -2.24982177e-03 -9.44287122e-02
-3.57676640e-02 1.34381379e-01]
[ -7.08993564e-02 1.50212516e-01 1.81455605e-03 -1.51038052e-01
-3.78879729e-02 2.42838264e-02 3.34674336e-02 -1.01228457e-01
-1.80343281e-02 -1.10761628e-01]
[ -6.10159580e-02 1.10724483e-01 -4.86049685e-02 5.34542819e-02
1.43228934e-01 7.70428066e-02 -1.48064995e-01 -1.41957306e-02
-1.18564902e-01 -1.32184501e-01]
[ -1.55517551e-01 7.46252512e-03 6.26834706e-02 2.38978096e-02
-1.77628790e-01 -2.20539039e-01 -1.82192829e-01 -1.96914999e-01
8.88733526e-02 1.76561354e-01]
[ -2.05181000e-01 -9.77494623e-02 1.23644680e-01 2.79483334e-01
-1.65741516e-01 -8.56970222e-02 -1.60975887e-01 -2.54435170e-01
-2.00743641e-01 2.26093974e-02]
[ 1.10312815e-01 -3.98776387e-02 -2.17056006e-02 1.02777743e-01
1.07106891e-02 -7.54753188e-02 1.05353506e-01 4.97322576e-03
1.91322535e-02 1.19624402e-02]
[ 2.03620649e-02 -6.36507226e-02 -2.18551028e-01 1.23671674e-01
-8.16308001e-03 1.00314387e-01 -5.51327997e-02 -1.90233478e-02
-1.15532396e-01 -2.63957753e-02]
[ -1.35188317e-01 -6.82719960e-02 -2.10392504e-01 1.39660376e-01
-4.35330064e-03 1.41971400e-01 3.42597636e-02 -2.50011788e-01
5.22571431e-02 -2.18793598e-01]
[ -7.16126642e-02 -2.97264115e-02 2.76112144e-01 9.95638468e-02
1.05337875e-01 -6.14277632e-02 -1.40306581e-01 1.21817994e-01
6.81525757e-02 3.60694691e-02]
[ 6.52027119e-02 4.56423174e-02 9.41841330e-02 1.10688794e-01
-2.11577027e-03 -3.03804305e-02 2.02747773e-01 1.19330109e-01
-2.30477802e-02 -3.72945027e-02]
[ 5.99647242e-03 -1.38861704e-01 -2.89911222e-01 -4.62449871e-02
2.40562446e-01 -9.23959651e-02 1.61688617e-01 1.63957662e-01
1.06386659e-01 -2.51543626e-02]
[ 4.84189440e-02 2.08173945e-02 -1.22211695e-01 3.48883629e-02
-7.21127510e-02 3.30466557e-01 2.44607896e-01 2.06453573e-01
-1.73981851e-01 -5.64201608e-02]
[ 1.56663905e-02 8.24291716e-03 1.25196572e-01 1.19540354e-01
-6.58621445e-02 1.04158643e-01 -2.35839916e-01 -3.87314683e-02
2.16573939e-01 1.02892704e-01]
[ 1.06595817e-01 8.24936754e-02 -5.05551967e-02 -1.06829874e-01
-1.14131609e-01 -3.29204936e-01 9.89310424e-02 8.50412250e-03
1.39858710e-01 8.90935608e-02]
[ -9.71481256e-02 2.60495974e-02 -1.47225620e-02 2.42462585e-02
6.57366642e-03 -2.02819684e-01 -9.50317031e-02 -1.94204444e-02
1.54779601e-02 1.31453762e-01]
[ -1.26345788e-01 -3.17162524e-03 -1.88990427e-01 2.06827639e-02
-3.26342965e-01 -1.32900119e-02 -7.21763699e-02 -2.23848561e-02
2.24758320e-02 9.14664238e-02]
[ 3.30846111e-02 1.18667477e-01 -4.34396330e-02 -3.77220985e-02
2.33619413e-01 2.39964291e-01 3.33179504e-01 1.13566867e-01
-1.13049763e-01 -2.70417202e-01]
[ 5.72086610e-02 -1.38022277e-01 6.79936056e-03 3.20156060e-02
3.19405025e-01 5.91750218e-02 2.60585399e-01 9.20600318e-02
1.07482182e-01 -2.60468202e-01]
[ 7.21771212e-02 -2.19381993e-01 -1.28611276e-02 -2.06596233e-02
3.92567061e-01 -1.09929311e-02 2.59968389e-01 4.89266250e-02
-2.95523013e-01 -1.18562893e-01]
[ -8.14694136e-02 -3.30446691e-01 3.28802915e-02 -8.05447278e-02
3.74595264e-01 -1.38044805e-01 3.33790177e-01 -8.14833721e-02
2.48204871e-02 2.04577963e-01]
[ -2.16046803e-01 -1.66740842e-01 8.93471783e-02 4.94375007e-02
6.20137867e-01 1.04022331e-01 1.73013304e-01 4.85736865e-02
-1.50995880e-02 -3.04387664e-02]
[ -9.22113633e-02 1.83323244e-02 3.02302693e-01 -9.05701599e-02
1.72236710e-01 -1.03218220e-01 3.45748293e-01 1.50414795e-02
-1.39253841e-01 1.30370872e-01]
[ -6.71792940e-02 -4.28832648e-02 -1.51427829e-01 -1.59656040e-02
2.15583568e-01 -2.61062392e-01 -1.28065294e-02 1.71261764e-01
5.44830151e-02 -2.87983995e-02]
[ 9.21297626e-02 1.73244834e-01 1.53613775e-01 -1.21987921e-01
2.89230477e-02 6.43462866e-02 -7.32590236e-02 2.85645667e-01
5.03887340e-02 1.36185697e-01]
[ 2.79928005e-01 1.25062947e-01 -1.17291078e-01 2.20615776e-01
-6.52051624e-01 -2.47688662e-01 -2.61478250e-01 1.79378128e-01
3.06548519e-01 -1.52574462e-01]
[ 4.54585663e-02 1.39627197e-01 2.51037159e-01 2.48236859e-01
-4.29398610e-02 -1.91600124e-01 -1.63869544e-01 -1.31287540e-01
-1.41528421e-01 -2.88940414e-01]
[ 4.48057847e-02 7.19208640e-03 -1.07363443e-01 -2.33141227e-02
1.56008392e-01 3.08961911e-02 -6.77090832e-02 -1.83513321e-01
5.85880677e-02 2.40070089e-01]
[ -9.89959861e-03 -8.08675603e-02 -7.07659645e-02 -6.56688287e-02
3.45975979e-02 -1.68306264e-01 1.17711493e-01 9.72460990e-03
2.67142475e-02 -5.64169055e-03]
[ 5.76910959e-03 1.05004722e-04 2.34456831e-01 4.11743705e-02
-1.21796881e-01 -1.19438468e-01 1.86817532e-01 3.98645535e-02
-2.11676344e-01 7.90960839e-02]
[ 3.85076646e-02 -6.07348233e-02 9.29327660e-02 -3.99078804e-02
-9.03391715e-02 8.89251300e-02 1.65578046e-01 -2.71401426e-01
-5.33198572e-02 -1.35380016e-01]
[ -3.58137744e-02 1.47357089e-02 7.33777669e-02 -6.54687120e-02
8.03852998e-02 1.95477959e-01 1.71375828e-01 1.17832004e-01
-4.80098609e-02 1.44062954e-01]
[ 2.25132637e-01 6.31159641e-02 3.15392228e-02 8.78392980e-02
3.37648972e-02 -2.39603007e-02 -1.61658858e-01 1.47743754e-01
-4.91680525e-02 -8.84295649e-03]
[ -2.13234129e-02 -1.87222329e-01 -1.37557648e-02 -5.11009588e-02
-1.21967711e-01 -8.65850725e-02 -2.92036039e-02 4.09543631e-02
5.12752874e-02 1.04973767e-01]
[ -1.06117177e-01 2.63330811e-01 4.71421379e-02 2.06357333e-01
-4.84552581e-01 -2.30028853e-01 -3.26499174e-01 -7.37822128e-02
1.18906167e-01 1.28082433e-01]
[ 5.98460062e-02 2.75042838e-01 1.06660962e-03 2.46256725e-01
-3.03048061e-01 -1.23471953e-02 -1.60176024e-01 1.50801246e-01
6.19572935e-02 3.29183959e-01]
[ 2.12482864e-01 1.70468079e-01 2.20003694e-01 6.54918661e-02
-1.48931143e-01 1.13596921e-01 -6.35596504e-02 1.63326510e-01
1.77744749e-01 -2.56009714e-03]
[ -9.88118009e-02 1.47730974e-01 2.28777212e-01 -2.36017132e-02
9.11734964e-02 1.47306504e-01 -1.86559270e-02 -1.47815285e-02
-6.41313007e-02 1.10657467e-02]
[ -1.04625649e-01 -2.77210622e-02 2.12242705e-02 7.94727609e-02
-8.52849418e-03 1.22252836e-01 2.81235491e-01 2.06123906e-02
-2.85274441e-01 -1.06497663e-01]
[ -1.88741534e-01 6.63611795e-02 -7.82069650e-02 -3.00793704e-01
3.85101174e-02 1.02843408e-01 9.29182433e-03 1.03658014e-01
-1.75166405e-01 7.81870618e-02]
[ 7.45702995e-02 -1.86439412e-01 -9.54001001e-02 -6.94221716e-02
7.09714858e-02 -9.53284395e-03 -2.44076989e-02 1.53377521e-01
-9.41803470e-02 -1.18562620e-01]
[ 1.53064425e-01 -1.22149497e-01 -1.37034365e-01 -2.78374202e-04
1.48512320e-01 -6.14451753e-02 -5.21444630e-02 -1.47061490e-01
1.32902621e-01 -9.31639060e-02]
[ -1.26326330e-01 1.68347338e-01 2.53173148e-01 -3.76753676e-02
1.89417327e-01 9.64806616e-02 -2.09864924e-02 -2.97789466e-01
-1.35424853e-01 -6.75255669e-02]
[ -3.45206880e-01 1.50451314e-01 1.32312859e-02 -1.74421396e-02
6.30184605e-02 -1.72597255e-01 -1.00426540e-01 2.35250803e-01
-8.98887596e-02 1.01051650e-01]
[ 1.46747569e-01 1.33090526e-01 -2.41971337e-01 -1.00225644e-01
9.57149635e-02 -2.87259565e-01 -1.05992302e-02 -1.67364359e-01
-1.09193840e-02 -1.89390050e-01]
[ 2.10078588e-01 -1.24197562e-01 5.99665350e-02 -2.31193869e-02
9.87804602e-03 -2.86613894e-02 -3.98031690e-02 -1.36438804e-01
1.08388156e-01 -1.75616633e-01]
[ -9.98515348e-02 7.59109095e-03 1.22529939e-01 1.17776598e-01
-4.73161834e-02 -1.13156707e-01 2.08713724e-01 -7.64515659e-02
1.89199565e-01 7.41313715e-03]
[ 2.52114078e-02 -8.75587101e-02 2.17897791e-01 -2.15654288e-01
6.04915362e-02 1.06040242e-01 -3.18819081e-02 -1.11712779e-01
3.70437892e-02 2.67454984e-01]]
[[ 0.31366914]
[ 0.93060496]
[ 0.1555154 ]
[ 0.42033392]
[-1.57346879]
[-0.23700859]
[-1.03742641]
[-0.0255119 ]
[ 0.31584883]
[ 0.52769348]]
Progress: 7.8% ... Training loss: 0.486 ... Validation loss: 0.789[[ 1.51132064e-01 2.97598933e-01 -1.20188481e-01 9.98796411e-02
-6.62643519e-01 -6.17057578e-02 -1.42576681e-01 1.26862225e-01
-1.01763808e-01 2.12769679e-01]
[ 2.06328858e-02 1.90370249e-01 -1.72170870e-02 4.63862514e-02
7.38170116e-02 -8.40821819e-03 2.79477058e-01 4.13831563e-02
1.43661642e-01 -1.96708905e-02]
[ 2.24345991e-01 4.61144775e-01 4.68861776e-02 1.84961072e-01
-1.41336170e-01 -8.79035577e-02 -6.24174506e-01 -3.24936382e-02
1.46397103e-01 4.34862611e-01]
[ -5.87568564e-02 -4.12935543e-01 -2.61848396e-01 -5.28611192e-02
2.85113463e-01 1.91026943e-01 2.71144681e-01 5.61874715e-02
-2.21663494e-02 -4.90397127e-03]
[ 7.18021637e-04 2.28661384e-01 -1.46257026e-01 5.18720425e-02
9.36626641e-02 -1.79879239e-01 -2.95898301e-02 -1.19825530e-01
-1.96114213e-01 6.36728338e-02]
[ -3.54246010e-01 -2.69539660e-01 -2.90388066e-01 1.28402554e-01
1.67725970e-01 6.05328780e-02 -1.21482093e-02 -3.35907506e-02
-2.23111746e-02 2.37317932e-02]
[ -4.68338960e-03 -1.19077258e-01 9.93108348e-03 1.02540732e-01
-1.33075820e-01 -7.16552157e-02 1.51332425e-01 -1.87909221e-01
1.81129402e-01 4.94412184e-02]
[ 1.14182598e-01 -1.77374653e-01 3.06843800e-02 -6.84635232e-02
1.69789397e-01 -4.10376972e-02 -2.55102978e-03 1.24414355e-01
6.31540360e-02 -5.19594935e-03]
[ -1.39311256e-01 2.91788759e-02 -2.92797487e-01 2.33172787e-02
-1.88978801e-01 5.41313589e-02 -3.38641230e-01 -2.65302190e-02
2.92956293e-01 -6.86045031e-02]
[ 4.09262277e-02 -2.02018691e-01 7.64965089e-02 -7.84549524e-04
1.77336418e-01 -8.62317659e-02 1.05963535e-03 -9.43852676e-02
-3.62166398e-02 1.33223051e-01]
[ -7.10946783e-02 1.49477359e-01 1.72657211e-03 -1.51329548e-01
-3.66238018e-02 2.44125898e-02 3.42502397e-02 -1.01212867e-01
-1.82594504e-02 -1.11147666e-01]
[ -6.15287332e-02 1.08881530e-01 -4.88527316e-02 5.27797489e-02
1.46148291e-01 7.74365327e-02 -1.46203813e-01 -1.41547779e-02
-1.19048087e-01 -1.33127827e-01]
[ -1.55517551e-01 7.46252512e-03 6.26834706e-02 2.38978096e-02
-1.77628790e-01 -2.20539039e-01 -1.82192829e-01 -1.96914999e-01
8.88733526e-02 1.76561354e-01]
[ -2.05259218e-01 -9.81452502e-02 1.23621684e-01 2.79461514e-01
-1.65716360e-01 -8.56876891e-02 -1.60703805e-01 -2.54433395e-01
-2.00759503e-01 2.25195007e-02]
[ 1.10117644e-01 -4.05133178e-02 -2.18002976e-02 1.02537928e-01
1.17528980e-02 -7.53585576e-02 1.06103617e-01 4.98797542e-03
1.89515698e-02 1.16534393e-02]
[ 2.04687604e-02 -6.34920010e-02 -2.18500724e-01 1.23804230e-01
-8.63794415e-03 1.00245076e-01 -5.53580500e-02 -1.90321280e-02
-1.15427867e-01 -2.62823326e-02]
[ -1.34393566e-01 -6.65298712e-02 -2.09980021e-01 1.40657061e-01
-6.85055729e-03 1.41433467e-01 3.21253686e-02 -2.50070052e-01
5.30729700e-02 -2.17600485e-01]
[ -7.20440989e-02 -3.09049917e-02 2.75908972e-01 9.90024167e-02
1.07493744e-01 -6.11061594e-02 -1.38929666e-01 1.21852813e-01
6.77201774e-02 3.53563294e-02]
[ 6.45601068e-02 4.38411522e-02 9.38509424e-02 1.09753354e-01
1.11351146e-03 -2.98550430e-02 2.04977649e-01 1.19387779e-01
-2.37480401e-02 -3.83903175e-02]
[ 5.52862728e-03 -1.40498360e-01 -2.90151505e-01 -4.69465989e-02
2.43124014e-01 -9.20305590e-02 1.63504879e-01 1.63995220e-01
1.05902125e-01 -2.60049925e-02]
[ 4.78456932e-02 1.88539801e-02 -1.22493520e-01 3.40973366e-02
-6.90692068e-02 3.30900247e-01 2.46686498e-01 2.06499505e-01
-1.74562258e-01 -5.75057951e-02]
[ 1.60001248e-02 9.17335191e-03 1.25375913e-01 1.19974467e-01
-6.70063572e-02 1.03905253e-01 -2.36253600e-01 -3.87610178e-02
2.16949436e-01 1.03325302e-01]
[ 1.06794732e-01 8.30600698e-02 -5.04616785e-02 -1.06559680e-01
-1.14965140e-01 -3.29345176e-01 9.83028890e-02 8.48835248e-03
1.40046829e-01 8.94159565e-02]
[ -9.72717428e-02 2.56405194e-02 -1.47906798e-02 2.40541918e-02
7.19752697e-03 -2.02713887e-01 -9.45677828e-02 -1.94088159e-02
1.53331993e-02 1.31212238e-01]
[ -1.26458438e-01 -3.48754576e-03 -1.89043612e-01 2.05361210e-02
-3.25795652e-01 -1.32038001e-02 -7.18092101e-02 -2.23766366e-02
2.23734838e-02 9.13028240e-02]
[ 3.26767350e-02 1.17501912e-01 -4.36575947e-02 -3.83122895e-02
2.35710532e-01 2.40282784e-01 3.34584714e-01 1.13601595e-01
-1.13488095e-01 -2.71147574e-01]
[ 5.64368952e-02 -1.40181943e-01 6.43128568e-03 3.09974655e-02
3.23229447e-01 5.97552950e-02 2.63038865e-01 9.21228387e-02
1.06705592e-01 -2.61758922e-01]
[ 7.17596789e-02 -2.20609324e-01 -1.30746496e-02 -2.12419861e-02
3.94577428e-01 -1.06670433e-02 2.61393254e-01 4.89614074e-02
-2.95956599e-01 -1.19282583e-01]
[ -8.18743417e-02 -3.31694514e-01 3.26704035e-02 -8.11162513e-02
3.76524390e-01 -1.37744841e-01 3.35096080e-01 -8.14491316e-02
2.44100820e-02 2.03930107e-01]
[ -2.16168666e-01 -1.67211961e-01 8.92797996e-02 4.92337862e-02
6.20851772e-01 1.04136077e-01 1.73534934e-01 4.85859628e-02
-1.52502915e-02 -3.06969396e-02]
[ -9.25810337e-02 1.72851611e-02 3.02113752e-01 -9.10911105e-02
1.74072878e-01 -1.02926517e-01 3.46956568e-01 1.50725332e-02
-1.39629082e-01 1.29743537e-01]
[ -6.74146839e-02 -4.36091315e-02 -1.51546896e-01 -1.62918720e-02
2.16745531e-01 -2.60879582e-01 -1.20034275e-02 1.71281393e-01
5.42429659e-02 -2.91870280e-02]
[ 9.21473744e-02 1.73271714e-01 1.53622792e-01 -1.21976816e-01
2.88656146e-02 6.43351375e-02 -7.32379521e-02 2.85644908e-01
5.04060537e-02 1.36262343e-01]
[ 2.80361196e-01 1.26346025e-01 -1.17076576e-01 2.21194326e-01
-6.54031751e-01 -2.48009301e-01 -2.62882892e-01 1.79343694e-01
3.06969614e-01 -1.51868092e-01]
[ 4.56096874e-02 1.40016021e-01 2.51115906e-01 2.48443089e-01
-4.37007887e-02 -1.91710857e-01 -1.64327904e-01 -1.31299987e-01
-1.41376416e-01 -2.88716576e-01]
[ 4.43825000e-02 5.73546980e-03 -1.07595358e-01 -2.39393564e-02
1.58497160e-01 3.12534481e-02 -6.62647100e-02 -1.83475607e-01
5.81305633e-02 2.39343198e-01]
[ -1.00923551e-02 -8.13218660e-02 -7.08577595e-02 -6.59229658e-02
3.54229084e-02 -1.68184684e-01 1.18279967e-01 9.73897817e-03
2.65188065e-02 -5.94370880e-03]
[ 5.73790831e-03 1.54322116e-04 2.34450071e-01 4.11305880e-02
-1.21677786e-01 -1.19408267e-01 1.86871967e-01 3.98679416e-02
-2.11709829e-01 7.90797344e-02]
[ 3.85234533e-02 -6.07574861e-02 9.29413588e-02 -3.98701212e-02
-9.04714417e-02 8.88828974e-02 1.65493765e-01 -2.71404781e-01
-5.32975465e-02 -1.35347300e-01]
[ -3.58753400e-02 1.45823227e-02 7.33489588e-02 -6.55546411e-02
8.07127526e-02 1.95522944e-01 1.71540439e-01 1.17836292e-01
-4.80685203e-02 1.43987775e-01]
[ 2.25154703e-01 6.31588207e-02 3.15746355e-02 8.79475820e-02
3.36022051e-02 -2.40281463e-02 -1.61650460e-01 1.47735906e-01
-4.90793893e-02 -8.84604126e-03]
[ -2.10710121e-02 -1.86627076e-01 -1.36247198e-02 -5.07592241e-02
-1.22821105e-01 -8.67752290e-02 -2.98196970e-02 4.09352404e-02
5.15669813e-02 1.05278088e-01]
[ -1.04790093e-01 2.66408838e-01 4.78363156e-02 2.08112787e-01
-4.89782359e-01 -2.30948484e-01 -3.29593527e-01 -7.38936164e-02
1.20291254e-01 1.30111197e-01]
[ 6.04266026e-02 2.76510964e-01 1.34901474e-03 2.46987228e-01
-3.05542100e-01 -1.27791530e-02 -1.61847148e-01 1.50757484e-01
6.25274252e-02 3.30035121e-01]
[ 2.12250925e-01 1.69832266e-01 2.19888286e-01 6.51783948e-02
-1.47765355e-01 1.13772978e-01 -6.27980768e-02 1.63345568e-01
1.77512301e-01 -2.93410010e-03]
[ -9.86087019e-02 1.48281492e-01 2.28892802e-01 -2.32960442e-02
9.00925596e-02 1.47143991e-01 -1.92643623e-02 -1.48002831e-02
-6.39022640e-02 1.13982853e-02]
[ -1.04681634e-01 -2.79246253e-02 2.11919352e-02 7.94091329e-02
-8.28795076e-03 1.22294276e-01 2.81462750e-01 2.06172983e-02
-2.85320134e-01 -1.06590946e-01]
[ -1.88700302e-01 6.64789754e-02 -7.81764287e-02 -3.00709191e-01
3.82130926e-02 1.02795975e-01 9.12365251e-03 1.03652499e-01
-1.75102388e-01 7.82926211e-02]
[ 7.40610813e-02 -1.88007811e-01 -9.56700873e-02 -7.01389468e-02
7.35650171e-02 -9.14963880e-03 -2.27214407e-02 1.53421670e-01
-9.47308510e-02 -1.19458642e-01]
[ 1.52606431e-01 -1.23650451e-01 -1.37289070e-01 -9.46349293e-04
1.50787244e-01 -6.10676298e-02 -5.04968660e-02 -1.47019162e-01
1.32418822e-01 -9.39465801e-02]
[ -1.26744888e-01 1.67201973e-01 2.52969232e-01 -3.82601552e-02
1.91875689e-01 9.67910100e-02 -1.98593899e-02 -2.97755649e-01
-1.35845260e-01 -6.81958479e-02]
[ -3.45142695e-01 1.50532786e-01 1.32772218e-02 -1.73539472e-02
6.25447603e-02 -1.72663757e-01 -1.00341757e-01 2.35244695e-01
-8.98283554e-02 1.01075320e-01]
[ 1.46023990e-01 1.30753438e-01 -2.42371226e-01 -1.01370481e-01
1.00215442e-01 -2.86637054e-01 -7.95720774e-03 -1.67294836e-01
-1.17402161e-02 -1.90718069e-01]
[ 2.10451862e-01 -1.23315090e-01 6.01609265e-02 -2.26162679e-02
8.64266664e-03 -2.89304978e-02 -4.03335626e-02 -1.36472399e-01
1.08782074e-01 -1.75078441e-01]
[ -1.00222327e-01 6.15221969e-03 1.22381947e-01 1.17318831e-01
-4.52392749e-02 -1.12891758e-01 2.10302204e-01 -7.64260234e-02
1.88892436e-01 6.67757945e-03]
[ 2.55541767e-02 -8.70389819e-02 2.18102148e-01 -2.15146537e-01
5.91688784e-02 1.05763815e-01 -3.24880534e-02 -1.11744299e-01
3.74643519e-02 2.67921963e-01]]
[[ 0.30527716]
[ 0.92577461]
[ 0.14869328]
[ 0.41420277]
[-1.59013504]
[-0.2451601 ]
[-1.0482962 ]
[-0.03401793]
[ 0.3092895 ]
[ 0.52087092]]
Progress: 7.9% ... Training loss: 0.487 ... Validation loss: 0.797[[ 1.51252643e-01 2.97754970e-01 -1.20115902e-01 9.99298743e-02
-6.61564210e-01 -6.18286388e-02 -1.42834789e-01 1.26848610e-01
-1.01602657e-01 2.13016396e-01]
[ 2.11105396e-02 1.91485087e-01 -1.69955825e-02 4.70069148e-02
7.15457299e-02 -8.77841101e-03 2.78034520e-01 4.13326103e-02
1.44148240e-01 -1.90142064e-02]
[ 2.23859009e-01 4.60077106e-01 4.65353083e-02 1.83811964e-01
-1.36656097e-01 -8.74594473e-02 -6.22725051e-01 -3.24026557e-02
1.45644533e-01 4.33876531e-01]
[ -5.68229252e-02 -4.08275279e-01 -2.60856795e-01 -4.98398551e-02
2.73478274e-01 1.89464462e-01 2.64373995e-01 5.59633429e-02
-2.02017572e-02 -1.40470079e-03]
[ -1.41542379e-03 2.22699503e-01 -1.47294049e-01 4.86693569e-02
1.04969168e-01 -1.78197083e-01 -2.21516696e-02 -1.19584863e-01
-1.98249051e-01 5.98742918e-02]
[ -3.53971210e-01 -2.69240797e-01 -2.90235633e-01 1.28751944e-01
1.66792679e-01 6.02873853e-02 -1.25598627e-02 -3.36342334e-02
-2.19469779e-02 2.40676309e-02]
[ -3.68339607e-03 -1.16357607e-01 1.04022251e-02 1.03858327e-01
-1.37864357e-01 -7.24615039e-02 1.48172756e-01 -1.88022674e-01
1.82137770e-01 5.09018123e-02]
[ 1.13859262e-01 -1.78230163e-01 3.04823571e-02 -6.90054820e-02
1.72539253e-01 -4.08153844e-02 -1.75429619e-03 1.24464473e-01
6.27378508e-02 -5.56796485e-03]
[ -1.38954883e-01 2.98348605e-02 -2.92654668e-01 2.38264381e-02
-1.90852240e-01 5.38033660e-02 -3.39941223e-01 -2.65722356e-02
2.93266208e-01 -6.79594470e-02]
[ 4.15058108e-02 -2.01252738e-01 7.66935067e-02 -2.17058445e-04
1.75746638e-01 -8.67606879e-02 -6.31922663e-04 -9.44481550e-02
-3.56843499e-02 1.34032095e-01]
[ -7.03046099e-02 1.51817294e-01 2.12489529e-03 -1.50198472e-01
-4.03412651e-02 2.37358029e-02 3.15822493e-02 -1.01304763e-01
-1.74734999e-02 -1.09777495e-01]
[ -6.15905554e-02 1.08594631e-01 -4.88836822e-02 5.27153683e-02
1.46610124e-01 7.74847806e-02 -1.45918846e-01 -1.41488285e-02
-1.19100033e-01 -1.33237569e-01]
[ -1.55517551e-01 7.46252512e-03 6.26834706e-02 2.38978096e-02
-1.77628790e-01 -2.20539039e-01 -1.82192829e-01 -1.96914999e-01
8.88733526e-02 1.76561354e-01]
[ -2.05052184e-01 -9.74702995e-02 1.23746240e-01 2.79789486e-01
-1.67141440e-01 -8.58914285e-02 -1.61519872e-01 -2.54463693e-01
-2.00515166e-01 2.29021629e-02]
[ 1.10027929e-01 -4.08880853e-02 -2.18443088e-02 1.02412500e-01
1.28334129e-02 -7.53036022e-02 1.06550467e-01 4.99375796e-03
1.88998163e-02 1.15248432e-02]
[ 2.07697404e-02 -6.30594424e-02 -2.18358930e-01 1.24155056e-01
-9.83578453e-03 1.00030046e-01 -5.58398285e-02 -1.90675826e-02
-1.15105831e-01 -2.59663797e-02]
[ -1.34516478e-01 -6.69112015e-02 -2.10039424e-01 1.40468828e-01
-6.11299280e-03 1.41550122e-01 3.25274370e-02 -2.50055450e-01
5.29566901e-02 -2.17824507e-01]
[ -7.09093918e-02 -2.78077068e-02 2.76438474e-01 1.00506458e-01
1.01761238e-01 -6.20037164e-02 -1.42553261e-01 1.21728792e-01
6.88347760e-02 3.70706804e-02]
[ 6.39462316e-02 4.23543709e-02 9.35489704e-02 1.08902203e-01
4.33987983e-03 -2.94088358e-02 2.06839487e-01 1.19457270e-01
-2.43982958e-02 -3.93123698e-02]
[ 4.95615730e-03 -1.42303552e-01 -2.90488165e-01 -4.78968247e-02
2.46752066e-01 -9.15120646e-02 1.65116037e-01 1.64073357e-01
1.05186655e-01 -2.69299209e-02]
[ 4.86421840e-02 2.11441124e-02 -1.22075272e-01 3.52870589e-02
-7.27777134e-02 3.30178841e-01 2.44167687e-01 2.06405178e-01
-1.73659228e-01 -5.61031887e-02]
[ 1.58011126e-02 8.60302624e-03 1.25278794e-01 1.19704888e-01
-6.60453235e-02 1.04053730e-01 -2.35586278e-01 -3.87402735e-02
2.16752901e-01 1.02979077e-01]
[ 1.06531853e-01 8.23140223e-02 -5.05958897e-02 -1.06931074e-01
-1.13463325e-01 -3.29150214e-01 9.91809766e-02 8.51657245e-03
1.39763593e-01 8.90043534e-02]
[ -9.64179789e-02 2.77444159e-02 -1.44016177e-02 2.52558366e-02
2.61053400e-03 -2.03421314e-01 -9.75306837e-02 -1.95053515e-02
1.61655375e-02 1.32654156e-01]
[ -1.26582721e-01 -3.90293540e-03 -1.89109027e-01 2.03521123e-02
-3.25125485e-01 -1.30958530e-02 -7.13479638e-02 -2.23618119e-02
2.22369674e-02 9.10722327e-02]
[ 3.25436833e-02 1.17133259e-01 -4.37215837e-02 -3.84909980e-02
2.36384455e-01 2.40386343e-01 3.35041577e-01 1.13615461e-01
-1.13621526e-01 -2.71377722e-01]
[ 5.63017343e-02 -1.40665042e-01 6.36540846e-03 3.08291218e-02
3.23976672e-01 5.98651025e-02 2.63534545e-01 9.21365085e-02
1.06591147e-01 -2.61985872e-01]
[ 7.14595441e-02 -2.21444946e-01 -1.32149806e-02 -2.16546021e-02
3.96159551e-01 -1.04230151e-02 2.62394157e-01 4.89943433e-02
-2.96250256e-01 -1.19795517e-01]
[ -8.20527732e-02 -3.32207224e-01 3.25837712e-02 -8.13554138e-02
3.77473320e-01 -1.37604776e-01 3.35672095e-01 -8.14299400e-02
2.42313535e-02 2.03640090e-01]
[ -2.16804956e-01 -1.69176061e-01 8.89617164e-02 4.83579916e-02
6.23959479e-01 1.04648949e-01 1.75825398e-01 4.86561920e-02
-1.58994900e-02 -3.18162682e-02]
[ -9.31562942e-02 1.55230445e-02 3.01838955e-01 -9.18684276e-02
1.77048192e-01 -1.02471492e-01 3.48961622e-01 1.51364810e-02
-1.40209390e-01 1.28865980e-01]
[ -6.74145062e-02 -4.37578649e-02 -1.51546829e-01 -1.63006287e-02
2.16848041e-01 -2.60878116e-01 -1.19168359e-02 1.71281452e-01
5.42404213e-02 -2.91897632e-02]
[ 9.21323016e-02 1.73142614e-01 1.53611478e-01 -1.22017134e-01
2.89967068e-02 6.43648481e-02 -7.31004319e-02 2.85649616e-01
5.03753588e-02 1.36213541e-01]
[ 2.81863801e-01 1.30218888e-01 -1.16372996e-01 2.23277237e-01
-6.61335571e-01 -2.49235367e-01 -2.67951336e-01 1.79178996e-01
3.08427027e-01 -1.49338239e-01]
[ 4.60173725e-02 1.41201405e-01 2.51327662e-01 2.49011624e-01
-4.58439865e-02 -1.92047590e-01 -1.65787401e-01 -1.31347273e-01
-1.40944233e-01 -2.87996644e-01]
[ 4.40155839e-02 4.90292794e-03 -1.07810794e-01 -2.45119358e-02
1.60660933e-01 3.15537322e-02 -6.53610806e-02 -1.83425398e-01
5.76837710e-02 2.38848865e-01]
[ -9.85131524e-03 -8.05938633e-02 -7.07546713e-02 -6.56154594e-02
3.41986458e-02 -1.68377491e-01 1.17464510e-01 9.71310621e-03
2.67423614e-02 -5.57741061e-03]
[ 5.44729890e-03 -6.06363883e-04 2.34300415e-01 4.07097103e-02
-1.20140190e-01 -1.19207445e-01 1.87812158e-01 3.99028105e-02
-2.12023894e-01 7.85860281e-02]
[ 3.87163153e-02 -6.02502589e-02 9.30382930e-02 -3.96011645e-02
-9.15647028e-02 8.87129934e-02 1.64852225e-01 -2.71425863e-01
-5.30914635e-02 -1.35073032e-01]
[ -3.57788008e-02 1.49801284e-02 7.33951695e-02 -6.54167331e-02
8.01727127e-02 1.95429561e-01 1.71118734e-01 1.17824777e-01
-4.79750120e-02 1.44142286e-01]
[ 2.24731189e-01 6.17742090e-02 3.13412334e-02 8.72936900e-02
3.61173676e-02 -2.36581320e-02 -1.60344411e-01 1.47789715e-01
-4.95608882e-02 -9.58976443e-03]
[ -2.10089611e-02 -1.86438772e-01 -1.35996921e-02 -5.06878416e-02
-1.23090770e-01 -8.68533644e-02 -2.99834657e-02 4.09269036e-02
5.16301506e-02 1.05345338e-01]
[ -1.04247818e-01 2.67910253e-01 4.80918925e-02 2.08819618e-01
-4.91958837e-01 -2.31342845e-01 -3.31213982e-01 -7.39540685e-02
1.20839450e-01 1.31009829e-01]
[ 6.11330971e-02 2.78188316e-01 1.69703107e-03 2.47841970e-01
-3.08847496e-01 -1.33117369e-02 -1.63695328e-01 1.50675431e-01
6.32340064e-02 3.30984368e-01]
[ 2.12804642e-01 1.71589107e-01 2.20197901e-01 6.60607254e-02
-1.50727187e-01 1.13240315e-01 -6.48115781e-02 1.63271584e-01
1.78181172e-01 -1.86914280e-03]
[ -9.85383702e-02 1.48561891e-01 2.28926770e-01 -2.31820754e-02
8.96849954e-02 1.47070366e-01 -1.95704175e-02 -1.48113735e-02
-6.38065945e-02 1.15297512e-02]
[ -1.04690426e-01 -2.79210625e-02 2.11866320e-02 7.94019807e-02
-8.25871181e-03 1.22296525e-01 2.81477164e-01 2.06177341e-02
-2.85318701e-01 -1.06610241e-01]
[ -1.88584566e-01 6.68270963e-02 -7.81189751e-02 -3.00549653e-01
3.76050192e-02 1.02701282e-01 8.72693211e-03 1.03639481e-01
-1.74983562e-01 7.84828300e-02]
[ 7.39406322e-02 -1.88454126e-01 -9.57321907e-02 -7.03038519e-02
7.42386029e-02 -9.05204671e-03 -2.22540727e-02 1.53434292e-01
-9.48546807e-02 -1.19676264e-01]
[ 1.52739435e-01 -1.23465646e-01 -1.37226373e-01 -8.06220112e-04
1.50319110e-01 -6.11678733e-02 -5.07645115e-02 -1.47031160e-01
1.32522099e-01 -9.37222267e-02]
[ -1.26723838e-01 1.66925865e-01 2.52967183e-01 -3.82559918e-02
1.91946144e-01 9.67798536e-02 -1.97392066e-02 -2.97757038e-01
-1.35813602e-01 -6.82616736e-02]
[ -3.43691287e-01 1.54246481e-01 1.40073503e-02 -1.53992052e-02
5.57960063e-02 -1.73855335e-01 -1.04889350e-01 2.35077685e-01
-8.82962297e-02 1.03406320e-01]
[ 1.45843962e-01 1.30117959e-01 -2.42500667e-01 -1.01694310e-01
1.01486973e-01 -2.86507292e-01 -7.54490463e-03 -1.67270054e-01
-1.20087161e-02 -1.91029370e-01]
[ 2.10270877e-01 -1.23805371e-01 6.00727083e-02 -2.28290099e-02
9.84498361e-03 -2.88375803e-02 -3.99357552e-02 -1.36457125e-01
1.08638114e-01 -1.75379046e-01]
[ -9.97960176e-02 7.49277483e-03 1.22563249e-01 1.17895159e-01
-4.71973668e-02 -1.13233728e-01 2.08871724e-01 -7.64728634e-02
1.89261081e-01 7.46360642e-03]
[ 2.51912489e-02 -8.80571804e-02 2.17912099e-01 -2.15651143e-01
6.09541448e-02 1.06028622e-01 -3.12472110e-02 -1.11705951e-01
3.71074017e-02 2.67327787e-01]]
[[ 0.31189331]
[ 0.93353153]
[ 0.15707808]
[ 0.42581815]
[-1.58772939]
[-0.23543226]
[-1.04038329]
[-0.02232057]
[ 0.32174351]
[ 0.5288781 ]]
Progress: 8.0% ... Training loss: 0.482 ... Validation loss: 0.786[[ 1.52148136e-01 3.00146290e-01 -1.19625761e-01 1.01180654e-01
-6.63750921e-01 -6.25759066e-02 -1.44807993e-01 1.26770118e-01
-1.00600853e-01 2.14267716e-01]
[ 2.11798448e-02 1.91677209e-01 -1.69613267e-02 4.70967625e-02
7.11897811e-02 -8.83081157e-03 2.77823796e-01 4.13279776e-02
1.44219957e-01 -1.88943947e-02]
[ 2.24937333e-01 4.62481998e-01 4.71202233e-02 1.85035318e-01
-1.40752227e-01 -8.81976148e-02 -6.24715069e-01 -3.24815960e-02
1.46875925e-01 4.34824823e-01]
[ -5.81254910e-02 -4.11780175e-01 -2.61464906e-01 -5.14831481e-02
2.79149732e-01 1.90456560e-01 2.67932200e-01 5.60628438e-02
-2.16645471e-02 -2.96429866e-03]
[ -3.95921663e-03 2.14685181e-01 -1.48608873e-01 4.50457234e-02
1.16516080e-01 -1.76352767e-01 -1.23020660e-02 -1.19405710e-01
-2.00678937e-01 5.50499166e-02]
[ -3.53737920e-01 -2.68840070e-01 -2.90099611e-01 1.29199949e-01
1.65347171e-01 6.00150859e-02 -1.30160058e-02 -3.36576466e-02
-2.16171522e-02 2.44476601e-02]
[ -2.79282241e-03 -1.13985747e-01 1.08500046e-02 1.04973689e-01
-1.39818315e-01 -7.31100534e-02 1.45889244e-01 -1.88096193e-01
1.83041536e-01 5.20873804e-02]
[ 1.14776404e-01 -1.75964077e-01 3.09857202e-02 -6.77150820e-02
1.67834909e-01 -4.15564253e-02 -3.97543912e-03 1.24396069e-01
6.37828461e-02 -4.25656773e-03]
[ -1.39879465e-01 2.70546041e-02 -2.93105395e-01 2.25139758e-02
-1.86116920e-01 5.45078301e-02 -3.36806552e-01 -2.65038907e-02
2.92283639e-01 -6.95294472e-02]
[ 4.23850011e-02 -1.99634144e-01 7.71777221e-02 8.93516676e-04
1.73203755e-01 -8.74793659e-02 -1.90565643e-03 -9.45234704e-02
-3.46695642e-02 1.34887631e-01]
[ -6.97600274e-02 1.53422930e-01 2.41869165e-03 -1.49344450e-01
-4.26551545e-02 2.32593826e-02 2.99742605e-02 -1.01348769e-01
-1.68759074e-02 -1.08796633e-01]
[ -6.18979031e-02 1.07628818e-01 -4.90252556e-02 5.22920746e-02
1.48098406e-01 7.77224533e-02 -1.44863249e-01 -1.41264981e-02
-1.19416393e-01 -1.33766973e-01]
[ -1.55517551e-01 7.46252512e-03 6.26834706e-02 2.38978096e-02
-1.77628790e-01 -2.20539039e-01 -1.82192829e-01 -1.96914999e-01
8.88733526e-02 1.76561354e-01]
[ -2.04695807e-01 -9.67148216e-02 1.23947132e-01 2.80385984e-01
-1.69172945e-01 -8.62075658e-02 -1.62519483e-01 -2.54494303e-01
-2.00110750e-01 2.35355584e-02]
[ 1.09933760e-01 -4.11146659e-02 -2.18887742e-02 1.02312376e-01
1.32989444e-02 -7.52940260e-02 1.06991343e-01 4.99834843e-03
1.88710492e-02 1.13681001e-02]
[ 2.13148885e-02 -6.13724826e-02 -2.18077891e-01 1.24914161e-01
-1.22944187e-02 9.96007351e-02 -5.77186279e-02 -1.91089597e-02
-1.14532030e-01 -2.50976470e-02]
[ -1.34417025e-01 -6.65667718e-02 -2.10009080e-01 1.40622122e-01
-5.89992090e-03 1.41457251e-01 3.21494177e-02 -2.50065099e-01
5.30443735e-02 -2.17698398e-01]
[ -7.02334840e-02 -2.63279764e-02 2.76779538e-01 1.01298460e-01
9.98442308e-02 -6.24448751e-02 -1.43987995e-01 1.21676295e-01
6.95200051e-02 3.79495368e-02]
[ 6.36093525e-02 4.14087987e-02 9.33983275e-02 1.08459772e-01
6.01931221e-03 -2.91770674e-02 2.08015991e-01 1.19479072e-01
-2.47171241e-02 -3.98489657e-02]
[ 5.08402461e-03 -1.41990020e-01 -2.90431674e-01 -4.77473344e-02
2.46040770e-01 -9.15866768e-02 1.64802653e-01 1.64066637e-01
1.05310606e-01 -2.68685440e-02]
[ 4.91944069e-02 2.24312232e-02 -1.21763168e-01 3.60714727e-02
-7.54765849e-02 3.29717198e-01 2.42895294e-01 2.06362837e-01
-1.73027622e-01 -5.53278312e-02]
[ 1.59019568e-02 8.95075875e-03 1.25344359e-01 1.19867017e-01
-6.66730905e-02 1.03966797e-01 -2.35885791e-01 -3.87486920e-02
2.16885513e-01 1.03204047e-01]
[ 1.05997165e-01 8.07944699e-02 -5.08492159e-02 -1.07664272e-01
-1.10766697e-01 -3.28762861e-01 1.00912871e-01 8.55428712e-03
1.39224984e-01 8.81387218e-02]
[ -9.64336606e-02 2.75551699e-02 -1.44242562e-02 2.52011559e-02
2.76765567e-03 -2.03392369e-01 -9.73894212e-02 -1.95020930e-02
1.61036094e-02 1.32582506e-01]
[ -1.26942698e-01 -4.97854064e-03 -1.89289013e-01 1.98269185e-02
-3.23260680e-01 -1.28082550e-02 -7.00881733e-02 -2.23345546e-02
2.18418209e-02 9.04410504e-02]
[ 3.21263548e-02 1.15799396e-01 -4.39265943e-02 -3.90652819e-02
2.38493205e-01 2.40704491e-01 3.36474123e-01 1.13645126e-01
-1.14044450e-01 -2.72100481e-01]
[ 5.60271862e-02 -1.41511589e-01 6.22427715e-03 3.04579490e-02
3.25352836e-01 6.00731819e-02 2.64471172e-01 9.21559175e-02
1.06295193e-01 -2.62471814e-01]
[ 7.10842591e-02 -2.22695643e-01 -1.34061665e-02 -2.21679180e-02
3.98188908e-01 -1.01609796e-02 2.63796689e-01 4.90207344e-02
-2.96635191e-01 -1.20438105e-01]
[ -8.25077897e-02 -3.33480354e-01 3.23633553e-02 -8.19690935e-02
3.79700067e-01 -1.37270432e-01 3.37174853e-01 -8.13983786e-02
2.37859490e-02 2.02913516e-01]
[ -2.17213870e-01 -1.70471131e-01 8.87495334e-02 4.77711934e-02
6.25989123e-01 1.04964420e-01 1.77226604e-01 4.86871146e-02
-1.63348202e-02 -3.25068770e-02]
[ -9.37497208e-02 1.37629422e-02 3.01552142e-01 -9.26944383e-02
1.80095479e-01 -1.02020906e-01 3.50967822e-01 1.51800403e-02
-1.40823907e-01 1.27937261e-01]
[ -6.74609799e-02 -4.38863054e-02 -1.51568769e-01 -1.63645109e-02
2.17081607e-01 -2.60842768e-01 -1.17695020e-02 1.71284398e-01
5.41924372e-02 -2.92624991e-02]
[ 9.22471540e-02 1.73489732e-01 1.53677458e-01 -1.21849760e-01
2.83908189e-02 6.42765156e-02 -7.34435326e-02 2.85640261e-01
5.05024950e-02 1.36421066e-01]
[ 2.82990403e-01 1.33646424e-01 -1.15820452e-01 2.24800117e-01
-6.65639382e-01 -2.50065790e-01 -2.71742591e-01 1.79096094e-01
3.09539101e-01 -1.47433586e-01]
[ 4.63944705e-02 1.42374516e-01 2.51530881e-01 2.49572371e-01
-4.77877755e-02 -1.92353720e-01 -1.67117175e-01 -1.31375542e-01
-1.40537137e-01 -2.87353157e-01]
[ 4.38906610e-02 4.51563932e-03 -1.07864633e-01 -2.46771861e-02
1.61301797e-01 3.16265404e-02 -6.49208561e-02 -1.83417272e-01
5.75612081e-02 2.38651052e-01]
[ -1.01529579e-02 -8.14564713e-02 -7.08960873e-02 -6.60131098e-02
3.56834970e-02 -1.68169019e-01 1.18444074e-01 9.73360385e-03
2.64402727e-02 -6.05586947e-03]
[ 5.57193358e-03 -2.43995555e-04 2.34350353e-01 4.08751427e-02
-1.20744103e-01 -1.19292481e-01 1.87476613e-01 3.98943501e-02
-2.11899064e-01 7.87264323e-02]
[ 3.88406450e-02 -5.98787248e-02 9.30833866e-02 -3.94469375e-02
-9.20288312e-02 8.86195295e-02 1.64486601e-01 -2.71433581e-01
-5.29773771e-02 -1.34937106e-01]
[ -3.59921790e-02 1.43016308e-02 7.32785195e-02 -6.57329550e-02
8.13199340e-02 1.95598325e-01 1.71865132e-01 1.17841042e-01
-4.82070753e-02 1.43752952e-01]
[ 2.24501153e-01 6.11943634e-02 3.12414948e-02 8.70002422e-02
3.72219523e-02 -2.35203048e-02 -1.59577505e-01 1.47805097e-01
-4.97737433e-02 -9.96632863e-03]
[ -2.06523416e-02 -1.85376438e-01 -1.34197923e-02 -5.01983245e-02
-1.24918467e-01 -8.71194294e-02 -3.11052601e-02 4.09013754e-02
5.19823699e-02 1.05945301e-01]
[ -1.04061750e-01 2.68362149e-01 4.81863753e-02 2.09064265e-01
-4.92936322e-01 -2.31465854e-01 -3.31708715e-01 -7.39672027e-02
1.21031020e-01 1.31312089e-01]
[ 6.27480833e-02 2.82066071e-01 2.52054923e-03 2.49927955e-01
-3.15992692e-01 -1.44957131e-02 -1.67920010e-01 1.50556145e-01
6.49553173e-02 3.33173181e-01]
[ 2.13082052e-01 1.72508395e-01 2.20370345e-01 6.65255288e-02
-1.52256277e-01 1.12974197e-01 -6.57668723e-02 1.63246818e-01
1.78538048e-01 -1.33542210e-03]
[ -9.81722214e-02 1.49522728e-01 2.29114771e-01 -2.26714203e-02
8.78151517e-02 1.46798109e-01 -2.06352100e-02 -1.48373755e-02
-6.34216874e-02 1.20687603e-02]
[ -1.04573462e-01 -2.75211578e-02 2.12538430e-02 7.96158980e-02
-8.96133784e-03 1.22175048e-01 2.81119079e-01 2.06065704e-02
-2.85169940e-01 -1.06392004e-01]
[ -1.88783661e-01 6.62092857e-02 -7.82213516e-02 -3.00831699e-01
3.86515325e-02 1.02847950e-01 9.42636279e-03 1.03652668e-01
-1.75184155e-01 7.81291923e-02]
[ 7.39114102e-02 -1.88535491e-01 -9.57453826e-02 -7.03389741e-02
7.43680296e-02 -9.03173449e-03 -2.21572425e-02 1.53435975e-01
-9.48823198e-02 -1.19717531e-01]
[ 1.52761559e-01 -1.23577347e-01 -1.37228111e-01 -7.95887462e-04
1.50371722e-01 -6.11812208e-02 -5.06634296e-02 -1.47032356e-01
1.32509623e-01 -9.36658704e-02]
[ -1.27289389e-01 1.65315312e-01 2.52701977e-01 -3.89971911e-02
1.94566041e-01 9.71860417e-02 -1.78479328e-02 -2.97719105e-01
-1.36382854e-01 -6.91821698e-02]
[ -3.43457554e-01 1.54117232e-01 1.41166739e-02 -1.52357970e-02
5.49131541e-02 -1.73989550e-01 -1.04659411e-01 2.35065937e-01
-8.80572364e-02 1.03253832e-01]
[ 1.46547846e-01 1.32236351e-01 -2.42130838e-01 -1.00685652e-01
9.89876215e-02 -2.87101415e-01 -9.83894135e-03 -1.67327645e-01
-1.12736551e-02 -1.89905449e-01]
[ 2.10976175e-01 -1.21850078e-01 6.04662459e-02 -2.17956299e-02
6.53460964e-03 -2.94109805e-02 -4.19121525e-02 -1.36515882e-01
1.09475949e-01 -1.74191548e-01]
[ -9.97816406e-02 7.64084951e-03 1.22584847e-01 1.17930801e-01
-4.66124947e-02 -1.13293447e-01 2.08904114e-01 -7.64775398e-02
1.89309687e-01 7.49798992e-03]
[ 2.51938072e-02 -8.81690191e-02 2.17921193e-01 -2.15620061e-01
6.10208524e-02 1.06039814e-01 -3.10575877e-02 -1.11706907e-01
3.71246529e-02 2.67305607e-01]]
[[ 0.32469915]
[ 0.94527553]
[ 0.16821547]
[ 0.43870659]
[-1.58932022]
[-0.22852194]
[-1.03856344]
[-0.01236271]
[ 0.33382699]
[ 0.53931373]]
Progress: 8.0% ... Training loss: 0.482 ... Validation loss: 0.775[[ 1.51381759e-01 2.97509245e-01 -1.20095723e-01 9.99456337e-02
-6.58587456e-01 -6.19634589e-02 -1.42264299e-01 1.26803710e-01
-1.01573869e-01 2.12887393e-01]
[ 2.09037981e-02 1.90840419e-01 -1.71054006e-02 4.67242234e-02
7.23769483e-02 -8.62494571e-03 2.78691486e-01 4.13390575e-02
1.43963594e-01 -1.93594176e-02]
[ 2.23398885e-01 4.59158430e-01 4.62313784e-02 1.82626393e-01
-1.32048693e-01 -8.70555666e-02 -6.21060748e-01 -3.24111603e-02
1.44923919e-01 4.32301036e-01]
[ -5.69261988e-02 -4.09196937e-01 -2.60736544e-01 -4.96123981e-02
2.72046137e-01 1.89555460e-01 2.65097756e-01 5.60095261e-02
-2.01330532e-02 -9.92397897e-04]
[ -4.15609893e-03 2.14419118e-01 -1.48755967e-01 4.46562397e-02
1.16856493e-01 -1.76195154e-01 -1.22100350e-02 -1.19399136e-01
-2.00856109e-01 5.47626372e-02]
[ -3.53572187e-01 -2.68916807e-01 -2.90034198e-01 1.29434010e-01
1.64859528e-01 5.99219665e-02 -1.32335654e-02 -3.36641351e-02
-2.14321464e-02 2.47586911e-02]
[ -3.08459279e-03 -1.14738796e-01 1.06760649e-02 1.04581093e-01
-1.38322057e-01 -7.29437932e-02 1.46588731e-01 -1.88087171e-01
1.82759871e-01 5.15427020e-02]
[ 1.13407273e-01 -1.79657384e-01 3.02579739e-02 -6.96758312e-02
1.75019752e-01 -4.06074588e-02 -1.11579000e-04 1.24451558e-01
6.22763249e-02 -6.35332172e-03]
[ -1.40296689e-01 2.58306414e-02 -2.93299677e-01 2.19456226e-02
-1.83634465e-01 5.48427046e-02 -3.35197643e-01 -2.64878521e-02
2.91837588e-01 -7.02862461e-02]
[ 4.11273988e-02 -2.03592744e-01 7.64959680e-02 -8.92605426e-04
1.80351434e-01 -8.65594123e-02 2.13899645e-03 -9.44723132e-02
-3.60617270e-02 1.32843479e-01]
[ -6.98003636e-02 1.53422133e-01 2.39654426e-03 -1.49400339e-01
-4.22231244e-02 2.32527458e-02 2.99934525e-02 -1.01349476e-01
-1.68960433e-02 -1.08826106e-01]
[ -6.25123575e-02 1.05841159e-01 -4.93519101e-02 5.14464500e-02
1.51194610e-01 7.81661181e-02 -1.42972398e-01 -1.41028872e-02
-1.20053326e-01 -1.34780548e-01]
[ -1.55517551e-01 7.46252512e-03 6.26834706e-02 2.38978096e-02
-1.77628790e-01 -2.20539039e-01 -1.82192829e-01 -1.96914999e-01
8.88733526e-02 1.76561354e-01]
[ -2.04791423e-01 -9.71507678e-02 1.23900311e-01 2.80297200e-01
-1.68686577e-01 -8.61691205e-02 -1.62123434e-01 -2.54492081e-01
-2.00172023e-01 2.33947605e-02]
[ 1.10400790e-01 -4.00129980e-02 -2.16450175e-02 1.02964603e-01
1.11061446e-02 -7.56301995e-02 1.05644091e-01 4.98019222e-03
1.93651610e-02 1.21593270e-02]
[ 2.15532283e-02 -6.08187338e-02 -2.17987883e-01 1.25210126e-01
-1.33085665e-02 9.94659702e-02 -5.84651453e-02 -1.91180197e-02
-1.14292509e-01 -2.46702298e-02]
[ -1.35035788e-01 -6.80851684e-02 -2.10333818e-01 1.39779386e-01
-2.86192563e-03 1.41867472e-01 3.39349046e-02 -2.50043295e-01
5.23969315e-02 -2.18745134e-01]
[ -7.01889703e-02 -2.62324171e-02 2.76795981e-01 1.01348293e-01
9.94208540e-02 -6.24632994e-02 -1.44136767e-01 1.21675659e-01
6.95649220e-02 3.80154049e-02]
[ 6.34905494e-02 4.09538645e-02 9.33064748e-02 1.08223592e-01
7.06248180e-03 -2.90595791e-02 2.08238718e-01 1.19486752e-01
-2.49128927e-02 -4.01630186e-02]
[ 4.26722428e-03 -1.44170216e-01 -2.90891782e-01 -4.89638139e-02
2.50497102e-01 -9.10173924e-02 1.67141339e-01 1.64101022e-01
1.04384975e-01 -2.81115441e-02]
[ 4.88443942e-02 2.14917517e-02 -1.21892656e-01 3.56961893e-02
-7.39288820e-02 3.29909750e-01 2.43957640e-01 2.06372643e-01
-1.73305695e-01 -5.57886868e-02]
[ 1.57551334e-02 8.54444957e-03 1.25270101e-01 1.19659265e-01
-6.59804109e-02 1.04061782e-01 -2.35413082e-01 -3.87430927e-02
2.16741537e-01 1.02942835e-01]
[ 1.06062433e-01 8.08246132e-02 -5.07970665e-02 -1.07574065e-01
-1.10575061e-01 -3.28764045e-01 1.00975771e-01 8.55177166e-03
1.39244899e-01 8.81952178e-02]
[ -9.65547018e-02 2.71862261e-02 -1.44896323e-02 2.50337004e-02
3.38379195e-03 -2.03306007e-01 -9.70326401e-02 -1.94972900e-02
1.59769521e-02 1.32371798e-01]
[ -1.27402382e-01 -6.20251845e-03 -1.89529285e-01 1.91857213e-02
-3.21026464e-01 -1.24700653e-02 -6.85886202e-02 -2.23164270e-02
2.13729445e-02 8.96902034e-02]
[ 3.12333667e-02 1.13252965e-01 -4.43902756e-02 -4.02929414e-02
2.42956031e-01 2.41340716e-01 3.39363840e-01 1.13680295e-01
-1.14997803e-01 -2.73607723e-01]
[ 5.54914336e-02 -1.43065388e-01 5.93732291e-03 2.97285373e-02
3.28026202e-01 6.04554954e-02 2.66214095e-01 9.21769833e-02
1.05757709e-01 -2.63373458e-01]
[ 7.06718026e-02 -2.24116744e-01 -1.36471841e-02 -2.27982746e-02
4.00502247e-01 -9.84056530e-03 2.65222971e-01 4.90379816e-02
-2.97112465e-01 -1.21174505e-01]
[ -8.29765518e-02 -3.34689077e-01 3.21198386e-02 -8.26356665e-02
3.82035820e-01 -1.36925067e-01 3.38618367e-01 -8.13803600e-02
2.32968917e-02 2.02158415e-01]
[ -2.17386761e-01 -1.70972806e-01 8.86667986e-02 4.75483509e-02
6.26701114e-01 1.05077174e-01 1.77765952e-01 4.86932863e-02
-1.64902145e-02 -3.27875981e-02]
[ -9.39284837e-02 1.32459840e-02 3.01462958e-01 -9.29272002e-02
1.80974724e-01 -1.01904053e-01 3.51501100e-01 1.51862326e-02
-1.41002843e-01 1.27696463e-01]
[ -6.77372299e-02 -4.48399471e-02 -1.51704152e-01 -1.67506223e-02
2.18595770e-01 -2.60648216e-01 -1.07304388e-02 1.71295082e-01
5.39085306e-02 -2.97335507e-02]
[ 9.31487219e-02 1.75988886e-01 1.54136964e-01 -1.20613218e-01
2.39920426e-02 6.36326532e-02 -7.62832746e-02 2.85606325e-01
5.14172188e-02 1.37877039e-01]
[ 2.82490817e-01 1.32312596e-01 -1.16064992e-01 2.24135779e-01
-6.63514919e-01 -2.49709789e-01 -2.70180860e-01 1.79115578e-01
3.09071953e-01 -1.48225841e-01]
[ 4.64492707e-02 1.42534724e-01 2.51559536e-01 2.49646161e-01
-4.80602098e-02 -1.92393555e-01 -1.67270881e-01 -1.31377740e-01
-1.40482335e-01 -2.87269293e-01]
[ 4.37765784e-02 4.20482692e-03 -1.07922732e-01 -2.47954868e-02
1.61808972e-01 3.16972706e-02 -6.46228162e-02 -1.83414263e-01
5.74656925e-02 2.38522241e-01]
[ -1.04279384e-02 -8.21170935e-02 -7.10378618e-02 -6.63991430e-02
3.69562945e-02 -1.67993330e-01 1.19249541e-01 9.74308213e-03
2.61262199e-02 -6.48014562e-03]
[ 5.40587354e-03 -7.05067963e-04 2.34259442e-01 4.06455267e-02
-1.19928183e-01 -1.19191609e-01 1.88005171e-01 3.99002268e-02
-2.12061745e-01 7.84332536e-02]
[ 3.92805476e-02 -5.86591951e-02 9.33136635e-02 -3.88273387e-02
-9.40478047e-02 8.82984302e-02 1.63074040e-01 -2.71450262e-01
-5.25148708e-02 -1.34200672e-01]
[ -3.60763829e-02 1.42322518e-02 7.32353004e-02 -6.58335733e-02
8.16469021e-02 1.95644632e-01 1.71980446e-01 1.17844136e-01
-4.82911802e-02 1.43649167e-01]
[ 2.24451253e-01 6.10598929e-02 3.11630956e-02 8.68455790e-02
3.76481950e-02 -2.34447686e-02 -1.59617399e-01 1.47810394e-01
-4.99022794e-02 -1.00955354e-02]
[ -2.05248825e-02 -1.84863559e-01 -1.33609398e-02 -5.00206990e-02
-1.24935842e-01 -8.72316846e-02 -3.15056552e-02 4.08957884e-02
5.20579098e-02 1.06151199e-01]
[ -1.03652277e-01 2.69196975e-01 4.83763936e-02 2.09567951e-01
-4.94673535e-01 -2.31671945e-01 -3.32734777e-01 -7.39814739e-02
1.21423304e-01 1.31939053e-01]
[ 6.29017674e-02 2.82353168e-01 2.59505965e-03 2.50084384e-01
-3.16332899e-01 -1.45975191e-02 -1.68450683e-01 1.50550900e-01
6.50999314e-02 3.33401708e-01]
[ 2.13838392e-01 1.74767096e-01 2.20810256e-01 6.76588448e-02
-1.56121011e-01 1.12379211e-01 -6.82346133e-02 1.63215025e-01
1.79407401e-01 -9.72028582e-06]
[ -9.82271231e-02 1.49379490e-01 2.29093454e-01 -2.27463080e-02
8.80396969e-02 1.46837475e-01 -2.04987322e-02 -1.48352405e-02
-6.34772100e-02 1.19981736e-02]
[ -1.04462678e-01 -2.72060402e-02 2.13222057e-02 7.98087467e-02
-9.62699867e-03 1.22077528e-01 2.80749660e-01 2.06009911e-02
-2.85030800e-01 -1.06175825e-01]
[ -1.89180521e-01 6.50527233e-02 -7.84276774e-02 -3.01385169e-01
4.05960829e-02 1.03138278e-01 1.06860786e-02 1.03668231e-01
-1.75607661e-01 7.74654292e-02]
[ 7.36234438e-02 -1.89397745e-01 -9.58989764e-02 -7.07428036e-02
7.58259707e-02 -8.82060510e-03 -2.12817832e-02 1.53446841e-01
-9.51780419e-02 -1.20185454e-01]
[ 1.52832467e-01 -1.23397147e-01 -1.37184314e-01 -7.16940770e-04
1.50152659e-01 -6.12390303e-02 -5.09588796e-02 -1.47035029e-01
1.32609137e-01 -9.34953246e-02]
[ -1.27602949e-01 1.64000343e-01 2.52542367e-01 -3.94267950e-02
1.96485731e-01 9.74074244e-02 -1.67382607e-02 -2.97708001e-01
-1.36656290e-01 -6.97595128e-02]
[ -3.44447856e-01 1.51412585e-01 1.36141027e-02 -1.65507368e-02
5.95645990e-02 -1.73317072e-01 -1.01629195e-01 2.35101751e-01
-8.90659330e-02 1.01745818e-01]
[ 1.46374197e-01 1.31831130e-01 -2.42206408e-01 -1.00902271e-01
9.97324373e-02 -2.87009577e-01 -9.23352225e-03 -1.67323231e-01
-1.14424495e-02 -1.90170285e-01]
[ 2.10689415e-01 -1.22752906e-01 6.02731676e-02 -2.22786974e-02
8.04521005e-03 -2.91669597e-02 -4.11737193e-02 -1.36501049e-01
1.09097854e-01 -1.74713718e-01]
[ -1.00038659e-01 6.86702365e-03 1.22435396e-01 1.17576889e-01
-4.45741124e-02 -1.13095451e-01 2.09835338e-01 -7.64665426e-02
1.88990351e-01 6.96232167e-03]
[ 2.52317957e-02 -8.79947853e-02 2.17927120e-01 -2.15588501e-01
6.10508927e-02 1.06026889e-01 -3.12224055e-02 -1.11707335e-01
3.71242646e-02 2.67455892e-01]]
[[ 0.31171434]
[ 0.93078056]
[ 0.15692716]
[ 0.42506386]
[-1.60307538]
[-0.23833849]
[-1.04937535]
[-0.02549684]
[ 0.32097929]
[ 0.52556923]]
Progress: 8.1% ... Training loss: 0.480 ... Validation loss: 0.787[[ 1.52979905e-01 3.01306780e-01 -1.19250595e-01 1.02199273e-01
-6.64909810e-01 -6.33239924e-02 -1.47207020e-01 1.26661347e-01
-9.96966254e-02 2.15388043e-01]
[ 2.11386953e-02 1.91461253e-01 -1.70009011e-02 4.70343946e-02
7.12744957e-02 -8.80702173e-03 2.77962488e-01 4.13193986e-02
1.44204855e-01 -1.90309947e-02]
[ 2.23243768e-01 4.59044831e-01 4.61939760e-02 1.82336347e-01
-1.31419937e-01 -8.70614615e-02 -6.20932591e-01 -3.24082136e-02
1.44878128e-01 4.31949441e-01]
[ -5.74751805e-02 -4.10526824e-01 -2.61066418e-01 -5.04011145e-02
2.74105821e-01 1.89992144e-01 2.66608066e-01 5.60669457e-02
-2.08615689e-02 -1.70825674e-03]
[ -4.39313690e-03 2.13378720e-01 -1.48817560e-01 4.43135482e-02
1.17624691e-01 -1.76055794e-01 -1.07911361e-02 -1.19389321e-01
-2.01106450e-01 5.42116251e-02]
[ -3.52806939e-01 -2.67263151e-01 -2.89651048e-01 1.30517139e-01
1.61740101e-01 5.93188162e-02 -1.54034061e-02 -3.37280060e-02
-2.05971165e-02 2.59509152e-02]
[ -2.76667717e-03 -1.14066787e-01 1.08272965e-02 1.05005008e-01
-1.39022590e-01 -7.32104770e-02 1.45860079e-01 -1.88115621e-01
1.83117851e-01 5.20816095e-02]
[ 1.14032260e-01 -1.78355941e-01 3.06400512e-02 -6.87445061e-02
1.72146091e-01 -4.12137335e-02 -2.08793947e-03 1.24389495e-01
6.30967477e-02 -5.51645446e-03]
[ -1.40750362e-01 2.45299138e-02 -2.93511095e-01 2.13099919e-02
-1.81238821e-01 5.52001660e-02 -3.33711627e-01 -2.64498708e-02
2.91372574e-01 -7.10383250e-02]
[ 4.31864356e-02 -1.99040234e-01 7.76004845e-02 1.98955035e-03
1.70977069e-01 -8.82575913e-02 -3.87126980e-03 -9.46577720e-02
-3.36906320e-02 1.35935093e-01]
[ -7.01972334e-02 1.52426779e-01 2.19758115e-03 -1.49898201e-01
-3.92990104e-02 2.35120658e-02 3.12473068e-02 -1.01315223e-01
-1.72795497e-02 -1.09385418e-01]
[ -6.29200466e-02 1.04610385e-01 -4.95524223e-02 5.08648939e-02
1.53346883e-01 7.84863297e-02 -1.41604824e-01 -1.40680850e-02
-1.20492496e-01 -1.35496930e-01]
[ -1.55517551e-01 7.46252512e-03 6.26834706e-02 2.38978096e-02
-1.77628790e-01 -2.20539039e-01 -1.82192829e-01 -1.96914999e-01
8.88733526e-02 1.76561354e-01]
[ -2.04682633e-01 -9.71711416e-02 1.23958151e-01 2.80465136e-01
-1.68958389e-01 -8.62489412e-02 -1.62267393e-01 -2.54501907e-01
-2.00054312e-01 2.34582341e-02]
[ 1.11295044e-01 -3.76175987e-02 -2.11952993e-02 1.04215819e-01
6.97341927e-03 -7.63364012e-02 1.02842139e-01 4.90713914e-03
2.03100812e-02 1.36463713e-02]
[ 2.13689824e-02 -6.13191731e-02 -2.18080375e-01 1.24945261e-01
-1.21832632e-02 9.95954845e-02 -5.79180496e-02 -1.91051974e-02
-1.14454060e-01 -2.49501272e-02]
[ -1.34856114e-01 -6.77604103e-02 -2.10239264e-01 1.40008752e-01
-3.47024473e-03 1.41742138e-01 3.35236375e-02 -2.50057862e-01
5.25839246e-02 -2.18455110e-01]
[ -6.96808149e-02 -2.51152588e-02 2.77031773e-01 1.02037191e-01
9.73508611e-02 -6.28540080e-02 -1.45422704e-01 1.21632977e-01
7.01104420e-02 3.88099296e-02]
[ 6.31398073e-02 4.00797575e-02 9.31462962e-02 1.07796703e-01
8.75852454e-03 -2.88388103e-02 2.09239299e-01 1.19512413e-01
-2.52372136e-02 -4.06306431e-02]
[ 4.19390853e-03 -1.44321026e-01 -2.90936895e-01 -4.91063080e-02
2.50942517e-01 -9.09462843e-02 1.67198514e-01 1.64108973e-01
1.04304781e-01 -2.82198021e-02]
[ 4.99654794e-02 2.43880254e-02 -1.21255675e-01 3.73577672e-02
-7.93573118e-02 3.28912347e-01 2.40547181e-01 2.06268137e-01
-1.71981648e-01 -5.41433099e-02]
[ 1.51755278e-02 6.74069205e-03 1.24965939e-01 1.18817256e-01
-6.30077312e-02 1.04527489e-01 -2.33559217e-01 -3.86923684e-02
2.16121794e-01 1.01938810e-01]
[ 1.05870309e-01 8.02507774e-02 -5.08869188e-02 -1.07841016e-01
-1.09583590e-01 -3.28610994e-01 1.01620080e-01 8.56768788e-03
1.39049945e-01 8.78720505e-02]
[ -9.68003513e-02 2.64480853e-02 -1.46100908e-02 2.46696055e-02
4.67041216e-03 -2.03110645e-01 -9.62274256e-02 -1.94754881e-02
1.57042771e-02 1.31947124e-01]
[ -1.27334181e-01 -5.94826249e-03 -1.89486871e-01 1.92967663e-02
-3.21330693e-01 -1.25247542e-02 -6.88321248e-02 -2.23230717e-02
2.14556095e-02 8.98333260e-02]
[ 3.10586365e-02 1.12745264e-01 -4.44756975e-02 -4.05332035e-02
2.43851033e-01 2.41473466e-01 3.39941092e-01 1.13694700e-01
-1.15175520e-01 -2.73899081e-01]
[ 5.51487341e-02 -1.44122555e-01 5.76863612e-03 2.92630887e-02
3.29764463e-01 6.07148163e-02 2.67420400e-01 9.22055108e-02
1.05418574e-01 -2.63954399e-01]
[ 7.03219284e-02 -2.25233973e-01 -1.38112671e-02 -2.32622968e-02
4.02304685e-01 -9.58219381e-03 2.66417999e-01 4.90662936e-02
-2.97467040e-01 -1.21769946e-01]
[ -8.33285029e-02 -3.35696750e-01 3.19495301e-02 -8.30850937e-02
3.83868110e-01 -1.36688022e-01 3.39818394e-01 -8.13526671e-02
2.29421897e-02 2.01729948e-01]
[ -2.17460867e-01 -1.71166308e-01 8.86294356e-02 4.74444902e-02
6.27089832e-01 1.05129806e-01 1.78010820e-01 4.86994776e-02
-1.65683218e-02 -3.29125337e-02]
[ -9.43280932e-02 1.20324700e-02 3.01253285e-01 -9.34926578e-02
1.83097853e-01 -1.01584795e-01 3.52822987e-01 1.52203186e-02
-1.41415235e-01 1.26994896e-01]
[ -6.77558157e-02 -4.49517877e-02 -1.51716085e-01 -1.67830277e-02
2.18755300e-01 -2.60631491e-01 -1.06150141e-02 1.71297086e-01
5.38857058e-02 -2.97793598e-02]
[ 9.35718239e-02 1.77023532e-01 1.54342919e-01 -1.20034052e-01
2.19099894e-02 6.33077896e-02 -7.75626209e-02 2.85572023e-01
5.18541665e-02 1.38580135e-01]
[ 2.83161277e-01 1.34028240e-01 -1.15732499e-01 2.25080679e-01
-6.66296073e-01 -2.50224511e-01 -2.72404273e-01 1.79063188e-01
3.09772691e-01 -1.47191647e-01]
[ 4.67228481e-02 1.43333557e-01 2.51696477e-01 2.50003401e-01
-4.94494989e-02 -1.92602328e-01 -1.68180778e-01 -1.31400161e-01
-1.40196026e-01 -2.86804769e-01]
[ 4.33677680e-02 3.13068290e-03 -1.08132861e-01 -2.53830774e-02
1.63910841e-01 3.20160370e-02 -6.35594826e-02 -1.83379218e-01
5.70375107e-02 2.37964351e-01]
[ -1.06601859e-02 -8.26882188e-02 -7.11656991e-02 -6.67454321e-02
3.81627692e-02 -1.67835934e-01 1.19998349e-01 9.76400046e-03
2.58617655e-02 -6.88312863e-03]
[ 5.88416239e-03 6.41574695e-04 2.34493626e-01 4.13046932e-02
-1.22334126e-01 -1.19563540e-01 1.86378145e-01 3.98599995e-02
-2.11556330e-01 7.91021666e-02]
[ 3.91693363e-02 -5.88919779e-02 9.32570637e-02 -3.89778992e-02
-9.36176402e-02 8.83781379e-02 1.63373524e-01 -2.71441220e-01
-5.26319049e-02 -1.34416207e-01]
[ -3.61321843e-02 1.40855171e-02 7.31990024e-02 -6.59282647e-02
8.19935217e-02 1.95695602e-01 1.72106951e-01 1.17850022e-01
-4.83607241e-02 1.43571213e-01]
[ 2.23852350e-01 5.94719480e-02 3.08577414e-02 8.60039265e-02
4.08694953e-02 -2.29930453e-02 -1.57788016e-01 1.47860540e-01
-5.05453735e-02 -1.11086470e-02]
[ -2.04379064e-02 -1.84608158e-01 -1.33172792e-02 -4.99020452e-02
-1.25389042e-01 -8.72980418e-02 -3.18047812e-02 4.08886604e-02
5.21481394e-02 1.06300400e-01]
[ -1.03183731e-01 2.70294430e-01 4.86077386e-02 2.10191067e-01
-4.96438822e-01 -2.31998273e-01 -3.33890265e-01 -7.40193249e-02
1.21913191e-01 1.32673585e-01]
[ 6.41071635e-02 2.85354320e-01 3.27985623e-03 2.51807070e-01
-3.22180002e-01 -1.56265106e-02 -1.72020887e-01 1.50438623e-01
6.65058937e-02 3.35163135e-01]
[ 2.14362693e-01 1.75959156e-01 2.21108609e-01 6.84467884e-02
-1.58723297e-01 1.11977620e-01 -6.97854602e-02 1.63164899e-01
1.80027761e-01 9.06052317e-04]
[ -9.78704850e-02 1.50401390e-01 2.29270968e-01 -2.22318285e-02
8.62720044e-02 1.46545400e-01 -2.16299559e-02 -1.48658631e-02
-6.30850505e-02 1.26037245e-02]
[ -1.04409989e-01 -2.70469999e-02 2.13487832e-02 7.98773962e-02
-9.88704133e-03 1.22036649e-01 2.80571818e-01 2.05966862e-02
-2.84977445e-01 -1.06092807e-01]
[ -1.89302853e-01 6.46895662e-02 -7.84892646e-02 -3.01563176e-01
4.11403337e-02 1.03232990e-01 1.11188994e-02 1.03677918e-01
-1.75734019e-01 7.72731906e-02]
[ 7.35788089e-02 -1.89509624e-01 -9.59204798e-02 -7.07963890e-02
7.60919978e-02 -8.79211992e-03 -2.11073348e-02 1.53450146e-01
-9.52228680e-02 -1.20261530e-01]
[ 1.52958021e-01 -1.23342884e-01 -1.37148291e-01 -6.29683162e-04
1.49941906e-01 -6.12789309e-02 -5.12641584e-02 -1.47040491e-01
1.32692129e-01 -9.33776251e-02]
[ -1.26806202e-01 1.65680740e-01 2.52972512e-01 -3.82848372e-02
1.92838952e-01 9.67301261e-02 -1.90745142e-02 -2.97780673e-01
-1.35736986e-01 -6.86269651e-02]
[ -3.45059522e-01 1.49874601e-01 1.33052888e-02 -1.73883544e-02
6.31546417e-02 -1.72876916e-01 -9.98525585e-02 2.35154875e-01
-8.97103798e-02 1.00879144e-01]
[ 1.46538075e-01 1.32158574e-01 -2.42089383e-01 -1.00619650e-01
9.90500795e-02 -2.87174018e-01 -9.66040160e-03 -1.67343044e-01
-1.12222517e-02 -1.89904111e-01]
[ 2.11375416e-01 -1.21050055e-01 6.06587948e-02 -2.12904616e-02
4.81181966e-03 -2.97650713e-02 -4.31583829e-02 -1.36563782e-01
1.09907467e-01 -1.73617859e-01]
[ -1.00188393e-01 6.48596304e-03 1.22370311e-01 1.17368905e-01
-4.38718983e-02 -1.12984865e-01 2.10312893e-01 -7.64543650e-02
1.88862131e-01 6.71858569e-03]
[ 2.54754935e-02 -8.75143150e-02 2.18037241e-01 -2.15240234e-01
6.02339406e-02 1.05837251e-01 -3.18123601e-02 -1.11728360e-01
3.74132437e-02 2.67769942e-01]]
[[ 0.32411267]
[ 0.94257956]
[ 0.16822003]
[ 0.43790904]
[-1.60087726]
[-0.22939355]
[-1.04219794]
[-0.01560145]
[ 0.33046028]
[ 0.53741512]]
Progress: 8.1% ... Training loss: 0.478 ... Validation loss: 0.774[[ 1.52938362e-01 3.00376755e-01 -1.19291373e-01 1.02108779e-01
-6.61805273e-01 -6.32313755e-02 -1.45677626e-01 1.26659501e-01
-9.96654456e-02 2.15175881e-01]
[ 2.08790677e-02 1.90583787e-01 -1.71236003e-02 4.67163178e-02
7.23816666e-02 -8.62633614e-03 2.78837354e-01 4.13307752e-02
1.43974345e-01 -1.94874934e-02]
[ 2.23568431e-01 4.59498279e-01 4.63995020e-02 1.82806098e-01
-1.31572782e-01 -8.72094370e-02 -6.21176297e-01 -3.24277839e-02
1.45186631e-01 4.32430336e-01]
[ -5.83038169e-02 -4.11626917e-01 -2.61546710e-01 -5.12842188e-02
2.75036956e-01 1.90427495e-01 2.68126655e-01 5.61020924e-02
-2.17577967e-02 -2.54856492e-03]
[ -4.01919151e-03 2.14729153e-01 -1.48521574e-01 4.48975949e-02
1.14932268e-01 -1.76355653e-01 -1.25216511e-02 -1.19406104e-01
-2.00307358e-01 5.50212379e-02]
[ -3.53306780e-01 -2.68849906e-01 -2.89934862e-01 1.29818487e-01
1.64858617e-01 5.96344887e-02 -1.35223925e-02 -3.37029814e-02
-2.10428763e-02 2.50510621e-02]
[ -3.08353945e-03 -1.15386473e-01 1.06239649e-02 1.04407181e-01
-1.35810844e-01 -7.28700732e-02 1.47238519e-01 -1.88093723e-01
1.82778732e-01 5.14811629e-02]
[ 1.13650733e-01 -1.79684052e-01 3.04283171e-02 -6.91914985e-02
1.73894741e-01 -4.09512228e-02 -7.87054487e-04 1.24404841e-01
6.27731533e-02 -6.01677455e-03]
[ -1.41120674e-01 2.30398679e-02 -2.93674115e-01 2.07494636e-02
-1.78309062e-01 5.54688535e-02 -3.31751918e-01 -2.64328898e-02
2.90927558e-01 -7.18901488e-02]
[ 4.31399998e-02 -2.00784315e-01 7.75334146e-02 1.66752616e-03
1.74602746e-01 -8.81376783e-02 -2.19878844e-03 -9.46528734e-02
-3.37732645e-02 1.35538751e-01]
[ -7.15964733e-02 1.49051166e-01 1.48383190e-03 -1.51721930e-01
-3.26182512e-02 2.44844010e-02 3.55138141e-02 -1.01247351e-01
-1.86412044e-02 -1.11528293e-01]
[ -6.30429130e-02 1.04005480e-01 -4.96335022e-02 5.07066481e-02
1.54049119e-01 7.85813561e-02 -1.41023765e-01 -1.40616051e-02
-1.20601698e-01 -1.35810157e-01]
[ -1.55517551e-01 7.46252512e-03 6.26834706e-02 2.38978096e-02
-1.77628790e-01 -2.20539039e-01 -1.82192829e-01 -1.96914999e-01
8.88733526e-02 1.76561354e-01]
[ -2.04651244e-01 -9.71077780e-02 1.23962000e-01 2.80483544e-01
-1.68895700e-01 -8.62760040e-02 -1.62306634e-01 -2.54502206e-01
-2.00006407e-01 2.34868136e-02]
[ 1.10940826e-01 -3.87232928e-02 -2.13822733e-02 1.03736575e-01
8.94461331e-03 -7.61107050e-02 1.04144236e-01 4.92419883e-03
1.99722160e-02 1.30030062e-02]
[ 2.12008421e-02 -6.17720831e-02 -2.18172540e-01 1.24719968e-01
-1.11262366e-02 9.96976670e-02 -5.73935195e-02 -1.90977584e-02
-1.14597512e-01 -2.52175654e-02]
[ -1.34473683e-01 -6.68822793e-02 -2.10042672e-01 1.40451165e-01
-4.68981285e-03 1.41528227e-01 3.24041081e-02 -2.50071516e-01
5.29732966e-02 -2.17805177e-01]
[ -6.98133972e-02 -2.56854107e-02 2.76937209e-01 1.01813871e-01
9.88691467e-02 -6.27337650e-02 -1.44541167e-01 1.21639656e-01
6.99577259e-02 3.85083316e-02]
[ 6.30229452e-02 3.94574684e-02 9.30955851e-02 1.07655114e-01
9.28471526e-03 -2.87162186e-02 2.09617141e-01 1.19517955e-01
-2.52945208e-02 -4.08224941e-02]
[ 4.51830960e-03 -1.43375695e-01 -2.90783925e-01 -4.86064410e-02
2.49425954e-01 -9.11742268e-02 1.65936227e-01 1.64091481e-01
1.04675951e-01 -2.75824709e-02]
[ 4.91311752e-02 2.20197368e-02 -1.21703453e-01 3.61746657e-02
-7.52149817e-02 3.29494272e-01 2.43318412e-01 2.06308951e-01
-1.72876981e-01 -5.54955966e-02]
[ 1.50870756e-02 6.19372504e-03 1.24944949e-01 1.18679867e-01
-6.21039108e-02 1.04586907e-01 -2.32657557e-01 -3.86896833e-02
2.16048124e-01 1.01651778e-01]
[ 1.05675196e-01 7.96436626e-02 -5.09831818e-02 -1.08110019e-01
-1.08166844e-01 -3.28480242e-01 1.02335943e-01 8.57680011e-03
1.38806177e-01 8.74847607e-02]
[ -9.69272378e-02 2.60663846e-02 -1.46761060e-02 2.44918745e-02
5.32359911e-03 -2.03019501e-01 -9.58042894e-02 -1.94694048e-02
1.55706725e-02 1.31729921e-01]
[ -1.27624385e-01 -6.90456963e-03 -1.89646722e-01 1.88687505e-02
-3.19837359e-01 -1.23025167e-02 -6.77889156e-02 -2.23077931e-02
2.11313895e-02 8.93131029e-02]
[ 3.00289378e-02 1.10078888e-01 -4.50029488e-02 -4.19461139e-02
2.48810369e-01 2.42208728e-01 3.43248967e-01 1.13744834e-01
-1.16237176e-01 -2.75627518e-01]
[ 5.44419822e-02 -1.46186110e-01 5.39342453e-03 2.82667144e-02
3.33344502e-01 6.12295366e-02 2.69763356e-01 9.22405439e-02
1.04695204e-01 -2.65165524e-01]
[ 7.02452939e-02 -2.25585651e-01 -1.38546458e-02 -2.33591036e-02
4.02760279e-01 -9.53332398e-03 2.66768115e-01 4.90695310e-02
-2.97541808e-01 -1.21924909e-01]
[ -8.40799882e-02 -3.37833600e-01 3.15554219e-02 -8.41320148e-02
3.87529606e-01 -1.36153774e-01 3.42214509e-01 -8.13156729e-02
2.21651947e-02 2.00518231e-01]
[ -2.17934079e-01 -1.72527560e-01 8.83804089e-02 4.67732198e-02
6.29406718e-01 1.05466069e-01 1.79612380e-01 4.87229516e-02
-1.70686104e-02 -3.36933114e-02]
[ -9.44617710e-02 1.15625110e-02 3.01186922e-01 -9.36588943e-02
1.83825764e-01 -1.01504700e-01 3.53350352e-01 1.52263428e-02
-1.41547392e-01 1.26847899e-01]
[ -6.80844752e-02 -4.58903720e-02 -1.51884814e-01 -1.72288001e-02
2.20370598e-01 -2.60399984e-01 -9.59684865e-03 1.71312954e-01
5.35636527e-02 -3.03161759e-02]
[ 9.40884435e-02 1.78415202e-01 1.54625136e-01 -1.19294554e-01
1.92430801e-02 6.29493848e-02 -7.92273891e-02 2.85546248e-01
5.23915700e-02 1.39456360e-01]
[ 2.83912239e-01 1.36116346e-01 -1.15387687e-01 2.26128312e-01
-6.69596079e-01 -2.50762008e-01 -2.74891883e-01 1.79027787e-01
3.10547370e-01 -1.45881225e-01]
[ 4.64724970e-02 1.42638291e-01 2.51570704e-01 2.49672742e-01
-4.82387632e-02 -1.92427240e-01 -1.67437936e-01 -1.31388004e-01
-1.40446999e-01 -2.87220905e-01]
[ 4.31963407e-02 2.65398310e-03 -1.08222415e-01 -2.56143967e-02
1.64793552e-01 3.21288288e-02 -6.30518415e-02 -1.83371460e-01
5.68653561e-02 2.37742643e-01]
[ -1.09816236e-02 -8.36033603e-02 -7.13308326e-02 -6.71919494e-02
3.97900816e-02 -1.67627332e-01 1.21010868e-01 9.77955813e-03
2.55353233e-02 -7.42922121e-03]
[ 5.77722227e-03 3.10253115e-04 2.34434512e-01 4.11417351e-02
-1.21721478e-01 -1.19490593e-01 1.86726099e-01 3.98654141e-02
-2.11665673e-01 7.89104445e-02]
[ 3.94115463e-02 -5.82280996e-02 9.33719707e-02 -3.86717851e-02
-9.46114008e-02 8.81982472e-02 1.62646184e-01 -2.71451851e-01
-5.23568221e-02 -1.34066603e-01]
[ -3.59916614e-02 1.43785919e-02 7.32913431e-02 -6.56934262e-02
8.11642356e-02 1.95587135e-01 1.71699484e-01 1.17841539e-01
-4.81898790e-02 1.43787080e-01]
[ 2.23188862e-01 5.76975319e-02 3.05034279e-02 8.50619139e-02
4.42442346e-02 -2.25213589e-02 -1.55844408e-01 1.47895019e-01
-5.12381883e-02 -1.22265881e-02]
[ -1.97917760e-02 -1.82847124e-01 -1.29922087e-02 -4.90383608e-02
-1.27934794e-01 -8.77297870e-02 -3.38347572e-02 4.08574226e-02
5.27655368e-02 1.07277331e-01]
[ -1.02271024e-01 2.72440359e-01 4.90659049e-02 2.11321948e-01
-4.99605369e-01 -2.32566452e-01 -3.36189565e-01 -7.40592469e-02
1.22816565e-01 1.34032609e-01]
[ 6.45195781e-02 2.86135461e-01 3.51165005e-03 2.52352019e-01
-3.23679927e-01 -1.59188854e-02 -1.72676074e-01 1.50417025e-01
6.69304987e-02 3.35729935e-01]
[ 2.14754418e-01 1.76799694e-01 2.21309544e-01 6.90092867e-02
-1.60449411e-01 1.11700875e-01 -7.08318762e-02 1.63144029e-01
1.80479186e-01 1.55355238e-03]
[ -9.80541596e-02 1.49873539e-01 2.29176996e-01 -2.24805903e-02
8.71248111e-02 1.46673783e-01 -2.10694238e-02 -1.48571932e-02
-6.32658250e-02 1.23165973e-02]
[ -1.04242569e-01 -2.66374398e-02 2.14364991e-02 8.01103070e-02
-1.07008490e-02 1.21926824e-01 2.80046438e-01 2.05882836e-02
-2.84799366e-01 -1.05809503e-01]
[ -1.89622146e-01 6.39482984e-02 -7.86551460e-02 -3.02005531e-01
4.26320751e-02 1.03464037e-01 1.20877733e-02 1.03693458e-01
-1.76060659e-01 7.67674804e-02]
[ 7.33462873e-02 -1.90158934e-01 -9.60425244e-02 -7.11225212e-02
7.72735208e-02 -8.62322812e-03 -2.03719646e-02 1.53461376e-01
-9.54588168e-02 -1.20642382e-01]
[ 1.52658600e-01 -1.24337138e-01 -1.37333915e-01 -1.08447603e-03
1.51629476e-01 -6.10406861e-02 -5.02835543e-02 -1.47023416e-01
1.32380974e-01 -9.39358233e-02]
[ -1.27691008e-01 1.63385047e-01 2.52513627e-01 -3.94874804e-02
1.96950854e-01 9.73453063e-02 -1.63977053e-02 -2.97737236e-01
-1.36651760e-01 -7.00116141e-02]
[ -3.45849759e-01 1.47301901e-01 1.28468440e-02 -1.85945799e-02
6.80020259e-02 -1.72303953e-01 -9.66877215e-02 2.35195919e-01
-9.05420556e-02 9.93990455e-02]
[ 1.47111280e-01 1.33283093e-01 -2.41727421e-01 -9.97102234e-02
9.65545321e-02 -2.87620152e-01 -1.09490564e-02 -1.67377645e-01
-1.05383561e-02 -1.89001094e-01]
[ 2.11384825e-01 -1.21512983e-01 6.06330325e-02 -2.13699966e-02
5.81718481e-03 -2.97323754e-02 -4.29446457e-02 -1.36562369e-01
1.09932991e-01 -1.73634489e-01]
[ -1.00010976e-01 6.89625276e-03 1.22464911e-01 1.17598149e-01
-4.38004011e-02 -1.13054253e-01 2.09972616e-01 -7.64616603e-02
1.89011346e-01 6.96076470e-03]
[ 2.51213840e-02 -8.84481464e-02 2.17847496e-01 -2.15739707e-01
6.20144410e-02 1.06080964e-01 -3.06993679e-02 -1.11710184e-01
3.70587238e-02 2.67211877e-01]]
[[ 0.3175474 ]
[ 0.9362581 ]
[ 0.15868114]
[ 0.43040635]
[-1.61839598]
[-0.24224816]
[-1.05715594]
[-0.02555794]
[ 0.3230776 ]
[ 0.52969668]]
Progress: 8.2% ... Training loss: 0.477 ... Validation loss: 0.780[[ 1.52987856e-01 2.99027778e-01 -1.19274150e-01 1.01995311e-01
-6.59628401e-01 -6.31031295e-02 -1.44437659e-01 1.26660563e-01
-9.96416932e-02 2.15059974e-01]
[ 2.08920324e-02 1.90421962e-01 -1.71002279e-02 4.67824945e-02
7.22231757e-02 -8.66278986e-03 2.78814717e-01 4.13265633e-02
1.44014719e-01 -1.94631950e-02]
[ 2.23289724e-01 4.58002948e-01 4.61371354e-02 1.82076999e-01
-1.28944034e-01 -8.66402720e-02 -6.19139959e-01 -3.23835954e-02
1.44693180e-01 4.31669070e-01]
[ -5.78675461e-02 -4.09745414e-01 -2.61317720e-01 -5.04330089e-02
2.71701434e-01 1.89923094e-01 2.65731889e-01 5.60652365e-02
-2.13193089e-02 -1.38016629e-03]
[ -2.89151181e-03 2.17997325e-01 -1.47848040e-01 4.64645871e-02
1.08729014e-01 -1.77259566e-01 -1.61392103e-02 -1.19507679e-01
-1.98947541e-01 5.68440386e-02]
[ -3.52297578e-01 -2.66621720e-01 -2.89405898e-01 1.31260461e-01
1.60314212e-01 5.88238803e-02 -1.64515416e-02 -3.37923758e-02
-1.98988246e-02 2.66528561e-02]
[ -2.98792066e-03 -1.15235722e-01 1.06167292e-02 1.04489815e-01
-1.35732541e-01 -7.29638742e-02 1.47266357e-01 -1.88103895e-01
1.82870283e-01 5.15726113e-02]
[ 1.13876820e-01 -1.80160461e-01 3.05312537e-02 -6.90012598e-02
1.74219206e-01 -4.09353193e-02 -4.23153388e-04 1.24394667e-01
6.29456561e-02 -5.83454693e-03]
[ -1.41313298e-01 2.24511287e-02 -2.93788235e-01 2.04910710e-02
-1.77277548e-01 5.56003621e-02 -3.31159221e-01 -2.64181324e-02
2.90712244e-01 -7.22282169e-02]
[ 4.33921748e-02 -2.01054814e-01 7.76155630e-02 1.89638013e-03
1.75025494e-01 -8.82663353e-02 -1.99075645e-03 -9.46783631e-02
-3.34737940e-02 1.35817412e-01]
[ -7.06442178e-02 1.50932548e-01 1.95470634e-03 -1.50462455e-01
-3.66405707e-02 2.38116910e-02 3.31070781e-02 -1.01319160e-01
-1.76710519e-02 -1.10197212e-01]
[ -6.31090598e-02 1.03708386e-01 -4.96759806e-02 5.06747737e-02
1.54538568e-01 7.86257259e-02 -1.40769773e-01 -1.40592911e-02
-1.20678529e-01 -1.35882497e-01]
[ -1.55517551e-01 7.46252512e-03 6.26834706e-02 2.38978096e-02
-1.77628790e-01 -2.20539039e-01 -1.82192829e-01 -1.96914999e-01
8.88733526e-02 1.76561354e-01]
[ -2.04382211e-01 -9.65616734e-02 1.24113502e-01 2.80894994e-01
-1.69987170e-01 -8.65106589e-02 -1.63172751e-01 -2.54527556e-01
-1.99689330e-01 2.38851104e-02]
[ 1.11027358e-01 -3.87611606e-02 -2.13427245e-02 1.03860189e-01
8.68003343e-03 -7.61745577e-02 1.03967473e-01 4.91674391e-03
2.00701642e-02 1.31550163e-02]
[ 2.21606504e-02 -5.91691947e-02 -2.17684776e-01 1.26013802e-01
-1.55929105e-02 9.89612889e-02 -6.02520219e-02 -1.91795968e-02
-1.13548163e-01 -2.37028636e-02]
[ -1.34541171e-01 -6.71574748e-02 -2.10075112e-01 1.40354105e-01
-4.25855601e-03 1.41561202e-01 3.27255091e-02 -2.50067639e-01
5.29123770e-02 -2.17898145e-01]
[ -6.98168078e-02 -2.57887895e-02 2.76878018e-01 1.01785354e-01
9.91714033e-02 -6.27241135e-02 -1.44281397e-01 1.21640187e-01
6.99149259e-02 3.84421292e-02]
[ 6.26192911e-02 3.83385208e-02 9.28662802e-02 1.07047897e-01
1.14843590e-02 -2.83777416e-02 2.10947059e-01 1.19556520e-01
-2.57701779e-02 -4.15514505e-02]
[ 4.78559712e-03 -1.43266135e-01 -2.90632666e-01 -4.82613779e-02
2.48678329e-01 -9.12622741e-02 1.65675398e-01 1.64067721e-01
1.04990822e-01 -2.71509357e-02]
[ 4.87988286e-02 2.08232077e-02 -1.21883081e-01 3.56696121e-02
-7.33274176e-02 3.29778394e-01 2.44609865e-01 2.06338602e-01
-1.73235760e-01 -5.61256506e-02]
[ 1.56337399e-02 7.56173136e-03 1.25227841e-01 1.19423887e-01
-6.44026264e-02 1.04178336e-01 -2.34187576e-01 -3.87317115e-02
2.16582248e-01 1.02504978e-01]
[ 1.05602035e-01 7.93863008e-02 -5.10326161e-02 -1.08205012e-01
-1.07736970e-01 -3.28431433e-01 1.02621702e-01 8.58223698e-03
1.38724686e-01 8.73424279e-02]
[ -9.70911589e-02 2.55999790e-02 -1.47569595e-02 2.42677645e-02
6.13710712e-03 -2.02907279e-01 -9.53316921e-02 -1.94563380e-02
1.54032620e-02 1.31460663e-01]
[ -1.27571446e-01 -6.76165365e-03 -1.89618290e-01 1.89641743e-02
-3.20142521e-01 -1.23542660e-02 -6.80022965e-02 -2.23134713e-02
2.11978691e-02 8.94305321e-02]
[ 2.99058440e-02 1.09544860e-01 -4.50784556e-02 -4.21362535e-02
2.49595678e-01 2.42324873e-01 3.43879968e-01 1.13755513e-01
-1.16382149e-01 -2.75893412e-01]
[ 5.40330740e-02 -1.47556788e-01 5.18103990e-03 2.77013458e-02
3.35576216e-01 6.15435343e-02 2.71229938e-01 9.22714397e-02
1.04275209e-01 -2.65853467e-01]
[ 6.97299151e-02 -2.27117838e-01 -1.41129445e-02 -2.40674431e-02
4.05390794e-01 -9.13348464e-03 2.68534254e-01 4.91101124e-02
-2.98065965e-01 -1.22750163e-01]
[ -8.45348297e-02 -3.39023498e-01 3.13300851e-02 -8.47593085e-02
3.89880436e-01 -1.35806837e-01 3.43679730e-01 -8.12801673e-02
2.17090367e-02 1.99878637e-01]
[ -2.18120865e-01 -1.73114439e-01 8.82860521e-02 4.65152122e-02
6.30316215e-01 1.05610689e-01 1.80211078e-01 4.87385790e-02
-1.72656285e-02 -3.39780393e-02]
[ -9.48129312e-02 1.05063245e-02 3.01010609e-01 -9.41538071e-02
1.85631279e-01 -1.01229049e-01 3.54460249e-01 1.52554343e-02
-1.41898859e-01 1.26234252e-01]
[ -6.82008000e-02 -4.62698103e-02 -1.51938886e-01 -1.73823074e-02
2.20968464e-01 -2.60314177e-01 -9.19083207e-03 1.71321499e-01
5.34441123e-02 -3.05141546e-02]
[ 9.42281483e-02 1.78758470e-01 1.54698621e-01 -1.19104199e-01
1.86050082e-02 6.28434520e-02 -7.96322278e-02 2.85538126e-01
5.25425780e-02 1.39678360e-01]
[ 2.84928275e-01 1.38953157e-01 -1.14880072e-01 2.27499931e-01
-6.73966347e-01 -2.51537318e-01 -2.78058013e-01 1.78949913e-01
3.11542209e-01 -1.44266640e-01]
[ 4.66404204e-02 1.43011019e-01 2.51660325e-01 2.49912763e-01
-4.91434995e-02 -1.92562472e-01 -1.67939797e-01 -1.31402663e-01
-1.40274799e-01 -2.86916728e-01]
[ 4.31945403e-02 2.54280578e-03 -1.08229352e-01 -2.56131969e-02
1.64920878e-01 3.21252364e-02 -6.29860319e-02 -1.83371448e-01
5.68636563e-02 2.37750777e-01]
[ -1.11436921e-02 -8.41381960e-02 -7.14233346e-02 -6.74492245e-02
4.07492436e-02 -1.67512557e-01 1.21496037e-01 9.79469801e-03
2.53710418e-02 -7.72763317e-03]
[ 6.25502072e-03 1.64089237e-03 2.34648270e-01 4.18355758e-02
-1.24273870e-01 -1.19874445e-01 1.85222518e-01 3.98237441e-02
-2.11151944e-01 7.96155685e-02]
[ 3.94002966e-02 -5.82577655e-02 9.33661040e-02 -3.86876126e-02
-9.45611964e-02 8.82070701e-02 1.62673277e-01 -2.71450957e-01
-5.23685073e-02 -1.34085257e-01]
[ -3.57327917e-02 1.51710864e-02 7.33946504e-02 -6.53437224e-02
7.98502002e-02 1.95389929e-01 1.70933659e-01 1.17820467e-01
-4.79487200e-02 1.44150225e-01]
[ 2.22882514e-01 5.67904634e-02 3.03413298e-02 8.46216810e-02
4.58871159e-02 -2.22926608e-02 -1.54938177e-01 1.47921099e-01
-5.15634124e-02 -1.27485443e-02]
[ -1.94653863e-02 -1.81854316e-01 -1.28281869e-02 -4.85918335e-02
-1.29475116e-01 -8.79715805e-02 -3.47963190e-02 4.08313856e-02
5.31014599e-02 1.07778397e-01]
[ -1.01413758e-01 2.74034965e-01 4.95121757e-02 2.12477139e-01
-5.03216068e-01 -2.33101606e-01 -3.38100923e-01 -7.41295622e-02
1.23716975e-01 1.35359066e-01]
[ 6.52860507e-02 2.88278299e-01 3.89887483e-03 2.53364411e-01
-3.27257420e-01 -1.65017370e-02 -1.75116467e-01 1.50353301e-01
6.77424920e-02 3.36936660e-01]
[ 2.15292554e-01 1.78130260e-01 2.21573961e-01 6.97093995e-02
-1.62884862e-01 1.11309237e-01 -7.24740155e-02 1.63101508e-01
1.81027928e-01 2.42749682e-03]
[ -9.79741253e-02 1.50094007e-01 2.29225767e-01 -2.23442173e-02
8.66475144e-02 1.46598955e-01 -2.13663193e-02 -1.48652429e-02
-6.31644759e-02 1.24857663e-02]
[ -1.04364844e-01 -2.69696408e-02 2.13741792e-02 7.99561087e-02
-1.01728766e-02 1.22011506e-01 2.80455245e-01 2.05969188e-02
-2.84917390e-01 -1.06010895e-01]
[ -1.89719620e-01 6.36963277e-02 -7.86895597e-02 -3.02102099e-01
4.30686287e-02 1.03510901e-01 1.24419281e-02 1.03698571e-01
-1.76130931e-01 7.66222781e-02]
[ 7.27136493e-02 -1.91986159e-01 -9.63700673e-02 -7.20017326e-02
8.05288184e-02 -8.11967037e-03 -1.84129154e-02 1.53513635e-01
-9.61328818e-02 -1.21698850e-01]
[ 1.52867297e-01 -1.23905570e-01 -1.37230583e-01 -7.71812506e-04
1.50678369e-01 -6.11908187e-02 -5.07717341e-02 -1.47042316e-01
1.32609419e-01 -9.36056743e-02]
[ -1.27699391e-01 1.63028104e-01 2.52529236e-01 -3.94729272e-02
1.97169772e-01 9.73394468e-02 -1.63072081e-02 -2.97737945e-01
-1.36632890e-01 -7.00398136e-02]
[ -3.44717439e-01 1.49946739e-01 1.34242260e-02 -1.70573869e-02
6.33565701e-02 -1.73150971e-01 -9.95302220e-02 2.35105546e-01
-8.93747500e-02 1.01177545e-01]
[ 1.46592453e-01 1.31405875e-01 -2.41961490e-01 -1.00430553e-01
9.97171311e-02 -2.87199258e-01 -8.72711192e-03 -1.67341515e-01
-1.09990011e-02 -1.89961778e-01]
[ 2.11666789e-01 -1.21152164e-01 6.07430510e-02 -2.10896747e-02
5.10589138e-03 -2.98991423e-02 -4.36576426e-02 -1.36582706e-01
1.10164453e-01 -1.73326720e-01]
[ -1.00290273e-01 5.97511210e-03 1.22304159e-01 1.17216092e-01
-4.22182942e-02 -1.12820410e-01 2.10902346e-01 -7.64384038e-02
1.88726315e-01 6.46846798e-03]
[ 2.54431944e-02 -8.74162802e-02 2.17946518e-01 -2.15325598e-01
6.02485491e-02 1.05839006e-01 -3.18425744e-02 -1.11734233e-01
3.73511093e-02 2.67814042e-01]]
[[ 0.32316818]
[ 0.94533295]
[ 0.16481908]
[ 0.44047879]
[-1.61596122]
[-0.23586402]
[-1.05343414]
[-0.01813619]
[ 0.33139875]
[ 0.53910688]]
Progress: 8.2% ... Training loss: 0.475 ... Validation loss: 0.772[[ 1.53891515e-01 3.01289274e-01 -1.18752476e-01 1.03245100e-01
-6.61698365e-01 -6.38346447e-02 -1.46469684e-01 1.26606822e-01
-9.86038530e-02 2.16410146e-01]
[ 2.08183901e-02 1.90171012e-01 -1.71433482e-02 4.66667542e-02
7.27056934e-02 -8.61275655e-03 2.79092574e-01 4.13302768e-02
1.43915818e-01 -1.96013145e-02]
[ 2.24241604e-01 4.60434746e-01 4.65888278e-02 1.83167207e-01
-1.32871714e-01 -8.72537408e-02 -6.21600439e-01 -3.24288470e-02
1.45448524e-01 4.32870493e-01]
[ -5.74860911e-02 -4.08082235e-01 -2.61034730e-01 -4.97159952e-02
2.67243917e-01 1.89559448e-01 2.62874416e-01 5.60417447e-02
-2.08330755e-02 -5.20541256e-04]
[ -5.72322545e-03 2.09837697e-01 -1.49244764e-01 4.24834236e-02
1.21757701e-01 -1.75155223e-01 -7.42411562e-03 -1.19346998e-01
-2.01606485e-01 5.16404473e-02]
[ -3.53077862e-01 -2.68617484e-01 -2.89760794e-01 1.30281377e-01
1.64179787e-01 5.93136690e-02 -1.40270070e-02 -3.37526179e-02
-2.05975181e-02 2.54490911e-02]
[ -2.58510288e-03 -1.14108142e-01 1.08035269e-02 1.05016107e-01
-1.36569020e-01 -7.32623622e-02 1.45842959e-01 -1.88127648e-01
1.83209872e-01 5.22780751e-02]
[ 1.15104195e-01 -1.77002543e-01 3.12132137e-02 -6.72932350e-02
1.68236440e-01 -4.18826839e-02 -3.80103798e-03 1.24325498e-01
6.42468177e-02 -4.07949892e-03]
[ -1.40475067e-01 2.42018063e-02 -2.93412135e-01 2.15921660e-02
-1.80072042e-01 5.50412160e-02 -3.32798613e-01 -2.64635586e-02
2.91446735e-01 -7.09563513e-02]
[ 4.44729875e-02 -1.98436459e-01 7.81898172e-02 3.40724478e-03
1.71454307e-01 -8.90773387e-02 -4.25589474e-03 -9.47419704e-02
-3.23832264e-02 1.37389435e-01]
[ -7.01114606e-02 1.52368730e-01 2.25443770e-03 -1.49715405e-01
-3.84474166e-02 2.33620172e-02 3.14424249e-02 -1.01349401e-01
-1.71589048e-02 -1.09326143e-01]
[ -6.30344897e-02 1.03694260e-01 -4.96600052e-02 5.07731856e-02
1.54168436e-01 7.85711931e-02 -1.40856122e-01 -1.40640319e-02
-1.20604695e-01 -1.35796977e-01]
[ -1.55517551e-01 7.46252512e-03 6.26834706e-02 2.38978096e-02
-1.77628790e-01 -2.20539039e-01 -1.82192829e-01 -1.96914999e-01
8.88733526e-02 1.76561354e-01]
[ -2.04083301e-01 -9.55572719e-02 1.24318421e-01 2.81403722e-01
-1.71606179e-01 -8.67855165e-02 -1.64286045e-01 -2.54549102e-01
-1.99304419e-01 2.44975549e-02]
[ 1.10638730e-01 -3.98419641e-02 -2.15522304e-02 1.03333073e-01
1.07658681e-02 -7.59214594e-02 1.05316503e-01 4.93844977e-03
1.96872342e-02 1.24867483e-02]
[ 2.19864102e-02 -5.97186706e-02 -2.17773575e-01 1.25747801e-01
-1.42372111e-02 9.91026962e-02 -5.96681318e-02 -1.91696212e-02
-1.13713372e-01 -2.40123505e-02]
[ -1.34630126e-01 -6.75540334e-02 -2.10125465e-01 1.40232540e-01
-3.41088781e-03 1.41637934e-01 3.29711786e-02 -2.50062348e-01
5.28194566e-02 -2.18006304e-01]
[ -6.93021171e-02 -2.42312801e-02 2.77145277e-01 1.02505475e-01
9.68358255e-02 -6.31171352e-02 -1.46019247e-01 1.21609192e-01
7.04062553e-02 3.93465528e-02]
[ 6.23263007e-02 3.76128686e-02 9.26981783e-02 1.06629586e-01
1.28321701e-02 -2.81744910e-02 2.11818780e-01 1.19575208e-01
-2.61019391e-02 -4.20803298e-02]
[ 4.94886598e-03 -1.43105470e-01 -2.90558139e-01 -4.81171776e-02
2.47956279e-01 -9.13281312e-02 1.65440418e-01 1.64061612e-01
1.05109734e-01 -2.71365110e-02]
[ 4.94368610e-02 2.24942851e-02 -1.21513387e-01 3.66069575e-02
-7.63759061e-02 3.29238135e-01 2.42428089e-01 2.06300065e-01
-1.72489475e-01 -5.51084875e-02]
[ 1.63432541e-02 9.37354700e-03 1.25581069e-01 1.20391251e-01
-6.67639351e-02 1.03634211e-01 -2.35329590e-01 -3.87727404e-02
2.17242485e-01 1.03664564e-01]
[ 1.06323672e-01 8.11971532e-02 -5.06802410e-02 -1.07216192e-01
-1.11202080e-01 -3.28911038e-01 1.00571084e-01 8.54229638e-03
1.39425048e-01 8.85189995e-02]
[ -9.72896662e-02 2.50303745e-02 -1.48525865e-02 2.39939316e-02
7.09242802e-03 -2.02766381e-01 -9.46983485e-02 -1.94456336e-02
1.51982302e-02 1.31115772e-01]
[ -1.27786037e-01 -7.41546992e-03 -1.89737946e-01 1.86607493e-02
-3.18931475e-01 -1.21871365e-02 -6.72415578e-02 -2.23002704e-02
2.09502342e-02 8.90342152e-02]
[ 2.94596799e-02 1.08233084e-01 -4.53059966e-02 -4.27599210e-02
2.51745466e-01 2.42654809e-01 3.45335094e-01 1.13780278e-01
-1.16834043e-01 -2.76652234e-01]
[ 5.36062456e-02 -1.48803855e-01 4.97078773e-03 2.71353283e-02
3.37641542e-01 6.18365143e-02 2.72606929e-01 9.22949751e-02
1.03842253e-01 -2.66569498e-01]
[ 6.94168994e-02 -2.28134011e-01 -1.42689650e-02 -2.44939366e-02
4.06949908e-01 -8.90865033e-03 2.69617264e-01 4.91275803e-02
-2.98370827e-01 -1.23264976e-01]
[ -8.51563385e-02 -3.40779859e-01 3.10119285e-02 -8.56361047e-02
3.92940443e-01 -1.35348698e-01 3.45710302e-01 -8.12444002e-02
2.10526498e-02 1.98912167e-01]
[ -2.18630453e-01 -1.74492716e-01 8.80305389e-02 4.58475010e-02
6.32724538e-01 1.05974396e-01 1.81792286e-01 4.87673118e-02
-1.77928268e-02 -3.47868561e-02]
[ -9.53264495e-02 9.03729915e-03 3.00744452e-01 -9.48699410e-02
1.88221355e-01 -1.00862012e-01 3.56026361e-01 1.52843456e-02
-1.42409486e-01 1.25372634e-01]
[ -6.83563018e-02 -4.66893567e-02 -1.52026823e-01 -1.76031924e-02
2.21809837e-01 -2.60214097e-01 -8.63366300e-03 1.71330157e-01
5.32777111e-02 -3.07795656e-02]
[ 9.46393496e-02 1.79892392e-01 1.54901540e-01 -1.18510713e-01
1.66293512e-02 6.25360644e-02 -8.09488160e-02 2.85517228e-01
5.29768967e-02 1.40367063e-01]
[ 2.85227399e-01 1.40085948e-01 -1.14701287e-01 2.27943364e-01
-6.75227836e-01 -2.51771508e-01 -2.79108181e-01 1.78931682e-01
3.11798646e-01 -1.43705465e-01]
[ 4.67846576e-02 1.43418560e-01 2.51729714e-01 2.50110370e-01
-4.98561000e-02 -1.92665665e-01 -1.68362533e-01 -1.31410163e-01
-1.40129843e-01 -2.86718133e-01]
[ 4.36668432e-02 3.92998022e-03 -1.07996633e-01 -2.49517035e-02
1.62607084e-01 3.17780567e-02 -6.44702464e-02 -1.83397337e-01
5.73231599e-02 2.38522007e-01]
[ -1.12774581e-02 -8.44428744e-02 -7.14880495e-02 -6.76277400e-02
4.14221908e-02 -1.67432075e-01 1.21906029e-01 9.80179790e-03
2.52373188e-02 -7.93543627e-03]
[ 6.14737125e-03 1.30030950e-03 2.34583464e-01 4.16623574e-02
-1.23639102e-01 -1.19780629e-01 1.85518110e-01 3.98310611e-02
-2.11279314e-01 7.94471216e-02]
[ 3.91067788e-02 -5.90133240e-02 9.32025186e-02 -3.91153041e-02
-9.32540645e-02 8.84276373e-02 1.63604694e-01 -2.71434862e-01
-5.26959986e-02 -1.34592131e-01]
[ -3.56994226e-02 1.53648272e-02 7.34002807e-02 -6.52951868e-02
7.96412679e-02 1.95363662e-01 1.70798672e-01 1.17818774e-01
-4.79366098e-02 1.44236946e-01]
[ 2.22580819e-01 5.59343884e-02 3.01704556e-02 8.41736058e-02
4.75253748e-02 -2.20691380e-02 -1.54076865e-01 1.47939818e-01
-5.18951279e-02 -1.32718175e-02]
[ -1.88698213e-02 -1.80227838e-01 -1.25114398e-02 -4.77148886e-02
-1.32395523e-01 -8.84356607e-02 -3.64964204e-02 4.07944966e-02
5.37331331e-02 1.08769103e-01]
[ -9.98269417e-02 2.78266348e-01 5.03131048e-02 2.14628044e-01
-5.09252188e-01 -2.34237891e-01 -3.42222963e-01 -7.42201240e-02
1.25279920e-01 1.38007701e-01]
[ 6.68022803e-02 2.91799765e-01 4.70217313e-03 2.55367257e-01
-3.34036480e-01 -1.75693411e-02 -1.79522339e-01 1.50268201e-01
6.93531647e-02 3.39010336e-01]
[ 2.15625574e-01 1.79198522e-01 2.21779644e-01 7.02540795e-02
-1.64720672e-01 1.11016170e-01 -7.36708473e-02 1.63079546e-01
1.81439070e-01 3.05919014e-03]
[ -9.76839936e-02 1.50961775e-01 2.29374856e-01 -2.19374677e-02
8.51922359e-02 1.46379531e-01 -2.22877805e-02 -1.48819245e-02
-6.28575361e-02 1.29456872e-02]
[ -1.04344412e-01 -2.69105241e-02 2.13845500e-02 7.99853915e-02
-1.02727237e-02 1.21996838e-01 2.80401499e-01 2.05957664e-02
-2.84898350e-01 -1.05979061e-01]
[ -1.89892081e-01 6.31080146e-02 -7.87755947e-02 -3.02351339e-01
4.38791254e-02 1.03637526e-01 1.29753986e-02 1.03708438e-01
-1.76313573e-01 7.63576648e-02]
[ 7.26945731e-02 -1.92131956e-01 -9.63840743e-02 -7.20269209e-02
8.06420392e-02 -8.10326168e-03 -1.83022790e-02 1.53514667e-01
-9.61528041e-02 -1.21750136e-01]
[ 1.53874794e-01 -1.20955535e-01 -1.36717354e-01 6.58239803e-04
1.45764915e-01 -6.19296748e-02 -5.36597385e-02 -1.47100939e-01
1.33640400e-01 -9.20139230e-02]
[ -1.28086901e-01 1.61615859e-01 2.52299347e-01 -4.00494941e-02
2.00119635e-01 9.76042154e-02 -1.42418542e-02 -2.97717629e-01
-1.37113009e-01 -7.06951819e-02]
[ -3.45131195e-01 1.48660165e-01 1.32472817e-02 -1.75832484e-02
6.53682687e-02 -1.72893399e-01 -9.80489244e-02 2.35128201e-01
-8.97130378e-02 1.00331727e-01]
[ 1.47070099e-01 1.32745961e-01 -2.41700859e-01 -9.97360252e-02
9.77081352e-02 -2.87561385e-01 -1.02558395e-02 -1.67368117e-01
-1.05236988e-02 -1.89089822e-01]
[ 2.12194376e-01 -1.19797317e-01 6.10091915e-02 -2.04074978e-02
2.93934513e-03 -3.02773981e-02 -4.51967402e-02 -1.36611889e-01
1.10665328e-01 -1.72488549e-01]
[ -9.96736982e-02 7.61419896e-03 1.22631846e-01 1.18030598e-01
-4.44272832e-02 -1.13282710e-01 2.08869355e-01 -7.64729077e-02
1.89358415e-01 7.42225681e-03]
[ 2.53032963e-02 -8.79611055e-02 2.17875626e-01 -2.15488105e-01
6.08368078e-02 1.05942995e-01 -3.14165451e-02 -1.11726884e-01
3.72068063e-02 2.67588174e-01]]
[[ 0.33888544]
[ 0.95939323]
[ 0.17714416]
[ 0.45492313]
[-1.61444982]
[-0.22543592]
[-1.0494974 ]
[-0.00550915]
[ 0.34963006]
[ 0.55435598]]
Progress: 8.2% ... Training loss: 0.477 ... Validation loss: 0.761[[ 1.54610980e-01 3.01737441e-01 -1.18426820e-01 1.03999788e-01
-6.62727868e-01 -6.41350380e-02 -1.47671885e-01 1.26595948e-01
-9.78225956e-02 2.17274830e-01]
[ 2.05784032e-02 1.89439908e-01 -1.72736768e-02 4.63318794e-02
7.39503575e-02 -8.44841765e-03 2.79853805e-01 4.13341372e-02
1.43692591e-01 -2.00183701e-02]
[ 2.22864634e-01 4.56717445e-01 4.58195957e-02 1.80747250e-01
-1.24371132e-01 -8.60065863e-02 -6.16857749e-01 -3.24010168e-02
1.43813210e-01 4.30012574e-01]
[ -5.52031852e-02 -4.02468182e-01 -2.59827779e-01 -4.61530939e-02
2.53999123e-01 1.87820507e-01 2.55848233e-01 5.59996344e-02
-1.82732093e-02 3.70173650e-03]
[ -5.21694882e-03 2.10607777e-01 -1.48961771e-01 4.29345325e-02
1.21381320e-01 -1.75295222e-01 -7.77121293e-03 -1.19353755e-01
-2.01065475e-01 5.18627227e-02]
[ -3.52969800e-01 -2.69067365e-01 -2.89711395e-01 1.30572676e-01
1.63891547e-01 5.91677534e-02 -1.41323359e-02 -3.37566184e-02
-2.03495257e-02 2.56980672e-02]
[ -2.78021457e-03 -1.15210840e-01 1.06911360e-02 1.04587651e-01
-1.33903406e-01 -7.30489581e-02 1.46979052e-01 -1.88122974e-01
1.83011189e-01 5.18012590e-02]
[ 1.14377839e-01 -1.79551426e-01 3.08098246e-02 -6.84264266e-02
1.72002207e-01 -4.12819314e-02 -1.04193658e-03 1.24338269e-01
6.34880607e-02 -5.60349817e-03]
[ -1.40169414e-01 2.49074923e-02 -2.93260772e-01 2.20232217e-02
-1.81330828e-01 5.48202951e-02 -3.33825844e-01 -2.64688743e-02
2.91717210e-01 -7.04988869e-02]
[ 4.33113379e-02 -2.02906921e-01 7.75300559e-02 1.53541408e-03
1.79545713e-01 -8.81430297e-02 3.07522275e-04 -9.47217363e-02
-3.35780000e-02 1.34980481e-01]
[ -6.97942550e-02 1.52880879e-01 2.42539911e-03 -1.49225587e-01
-4.01216461e-02 2.31217690e-02 3.04966772e-02 -1.01355140e-01
-1.67999389e-02 -1.08810833e-01]
[ -6.26977984e-02 1.04256797e-01 -4.94862235e-02 5.13159052e-02
1.52635614e-01 7.83244522e-02 -1.41711157e-01 -1.40703989e-02
-1.20207860e-01 -1.35197708e-01]
[ -1.55517551e-01 7.46252512e-03 6.26834706e-02 2.38978096e-02
-1.77628790e-01 -2.20539039e-01 -1.82192829e-01 -1.96914999e-01
8.88733526e-02 1.76561354e-01]
[ -2.04020312e-01 -9.56622907e-02 1.24372192e-01 2.81575587e-01
-1.71853573e-01 -8.68584055e-02 -1.64411457e-01 -2.54551286e-01
-1.99181724e-01 2.46101550e-02]
[ 1.10426897e-01 -4.07120690e-02 -2.16586133e-02 1.03115747e-01
1.17818581e-02 -7.58179727e-02 1.06098223e-01 4.94113078e-03
1.95274571e-02 1.22014758e-02]
[ 2.22849451e-02 -5.92920974e-02 -2.17665365e-01 1.26066270e-01
-1.48812563e-02 9.89327182e-02 -6.04108392e-02 -1.91740324e-02
-1.13405584e-01 -2.35901104e-02]
[ -1.34469734e-01 -6.72248546e-02 -2.10033996e-01 1.40401129e-01
-3.84666871e-03 1.41549514e-01 3.24904362e-02 -2.50064374e-01
5.29977109e-02 -2.17764584e-01]
[ -6.93605070e-02 -2.43636191e-02 2.77101168e-01 1.02433866e-01
9.71160932e-02 -6.30749272e-02 -1.45798059e-01 1.21610180e-01
7.03416037e-02 3.92551860e-02]
[ 6.18678289e-02 3.60592133e-02 9.24583271e-02 1.05951872e-01
1.58298336e-02 -2.78421368e-02 2.13575999e-01 1.19583008e-01
-2.65693932e-02 -4.29226495e-02]
[ 5.30596992e-03 -1.42861426e-01 -2.90411443e-01 -4.77687204e-02
2.46761828e-01 -9.14494447e-02 1.65037845e-01 1.64056904e-01
1.05456655e-01 -2.69444711e-02]
[ 4.87156510e-02 2.06752819e-02 -1.21867952e-01 3.56096265e-02
-7.30376225e-02 3.29724465e-01 2.44429719e-01 2.06311557e-01
-1.73237710e-01 -5.62175930e-02]
[ 1.57479644e-02 7.75425233e-03 1.25271677e-01 1.19595710e-01
-6.40498880e-02 1.04028564e-01 -2.33614322e-01 -3.87631842e-02
2.16658813e-01 1.02737703e-01]
[ 1.06773397e-01 8.23597648e-02 -5.04547830e-02 -1.06616882e-01
-1.13085103e-01 -3.29221567e-01 9.92220525e-02 8.53467123e-03
1.39836977e-01 8.91748518e-02]
[ -9.72064594e-02 2.53306380e-02 -1.48119167e-02 2.41174726e-02
6.67529644e-03 -2.02823019e-01 -9.49684325e-02 -1.94467676e-02
1.52784753e-02 1.31249784e-01]
[ -1.27660548e-01 -7.17450028e-03 -1.89664939e-01 1.88507456e-02
-3.19571547e-01 -1.22787810e-02 -6.75853979e-02 -2.23025698e-02
2.10872177e-02 8.92363008e-02]
[ 2.92063802e-02 1.07514188e-01 -4.54302544e-02 -4.30885688e-02
2.52873361e-01 2.42812847e-01 3.46110278e-01 1.13784048e-01
-1.17085404e-01 -2.77057592e-01]
[ 5.34146871e-02 -1.49334908e-01 4.87050213e-03 2.68752444e-02
3.38544359e-01 6.19650498e-02 2.73184349e-01 9.22980078e-02
1.03648265e-01 -2.66877037e-01]
[ 6.86731257e-02 -2.30258189e-01 -1.46794684e-02 -2.55321008e-02
4.10585244e-01 -8.41098685e-03 2.72014073e-01 4.91402259e-02
-2.99179956e-01 -1.24558524e-01]
[ -8.53742632e-02 -3.41307110e-01 3.08948736e-02 -8.59372251e-02
3.93972363e-01 -1.35198462e-01 3.46371675e-01 -8.12408045e-02
2.08289277e-02 1.98545397e-01]
[ -2.19315327e-01 -1.76443292e-01 8.76714245e-02 4.49468754e-02
6.35933448e-01 1.06425098e-01 1.83866625e-01 4.87782305e-02
-1.84941795e-02 -3.58392763e-02]
[ -9.57127726e-02 7.90084676e-03 3.00529883e-01 -9.54250422e-02
1.90120613e-01 -1.00590147e-01 3.57233962e-01 1.52908483e-02
-1.42812419e-01 1.24699697e-01]
[ -6.85167182e-02 -4.72543090e-02 -1.52100234e-01 -1.77551770e-02
2.22476575e-01 -2.60138385e-01 -8.10261926e-03 1.71332201e-01
5.31616895e-02 -3.09816458e-02]
[ 9.41519605e-02 1.78401099e-01 1.54622406e-01 -1.19226110e-01
1.90845176e-02 6.28887063e-02 -7.94450296e-02 2.85525819e-01
5.24578350e-02 1.39575398e-01]
[ 2.85745509e-01 1.41249050e-01 -1.14468925e-01 2.28581153e-01
-6.77395506e-01 -2.52104041e-01 -2.80632878e-01 1.78923627e-01
3.12291841e-01 -1.42965609e-01]
[ 4.69898023e-02 1.43949630e-01 2.51853754e-01 2.50413161e-01
-5.07584618e-02 -1.92829988e-01 -1.69138019e-01 -1.31413538e-01
-1.39901504e-01 -2.86414032e-01]
[ 4.35784405e-02 3.51661074e-03 -1.08053747e-01 -2.50852555e-02
1.63080401e-01 3.18382657e-02 -6.41429215e-02 -1.83395985e-01
5.72160557e-02 2.38410051e-01]
[ -1.09981514e-02 -8.38611290e-02 -7.13548137e-02 -6.72541314e-02
4.02312345e-02 -1.67629110e-01 1.21083235e-01 9.79731741e-03
2.55310400e-02 -7.47043530e-03]
[ 6.71178733e-03 2.79051975e-03 2.34889936e-01 4.24245416e-02
-1.26155751e-01 -1.20138012e-01 1.83865745e-01 3.98220709e-02
-2.10665847e-01 8.02960072e-02]
[ 3.90882466e-02 -5.90361587e-02 9.31924122e-02 -3.91446794e-02
-9.31548559e-02 8.84415641e-02 1.63594805e-01 -2.71434486e-01
-5.27154711e-02 -1.34616822e-01]
[ -3.59801540e-02 1.48035518e-02 7.32615920e-02 -6.57030770e-02
8.11107708e-02 1.95570638e-01 1.71446499e-01 1.17823780e-01
-4.82549723e-02 1.43832986e-01]
[ 2.22392862e-01 5.54474070e-02 3.00724210e-02 8.39438082e-02
4.82989352e-02 -2.19652916e-02 -1.53479333e-01 1.47942616e-01
-5.20740694e-02 -1.35502506e-02]
[ -1.85687887e-02 -1.79574065e-01 -1.23689864e-02 -4.73042145e-02
-1.33583973e-01 -8.86410270e-02 -3.73242381e-02 4.07893564e-02
5.40578446e-02 1.09233792e-01]
[ -9.85188794e-02 2.80969587e-01 5.10237554e-02 2.16296141e-01
-5.14148203e-01 -2.34965980e-01 -3.45072487e-01 -7.42417024e-02
1.26705785e-01 1.39780427e-01]
[ 6.70688528e-02 2.92592769e-01 4.84895309e-03 2.55730420e-01
-3.35357897e-01 -1.77491984e-02 -1.80434827e-01 1.50263645e-01
6.96434840e-02 3.39461534e-01]
[ 2.15886571e-01 1.79816813e-01 2.21916412e-01 7.06131781e-02
-1.65702983e-01 1.10843970e-01 -7.44114707e-02 1.63075370e-01
1.81694680e-01 3.44846470e-03]
[ -9.75870756e-02 1.51251280e-01 2.29443503e-01 -2.17621201e-02
8.45462292e-02 1.46292886e-01 -2.25888527e-02 -1.48840409e-02
-6.27253560e-02 1.31249026e-02]
[ -1.04174379e-01 -2.63841105e-02 2.14766133e-02 8.02303933e-02
-1.10859713e-02 1.21868973e-01 2.79849043e-01 2.05926092e-02
-2.84717478e-01 -1.05701821e-01]
[ -1.90034740e-01 6.26793821e-02 -7.88543105e-02 -3.02543079e-01
4.46075750e-02 1.03737919e-01 1.34321033e-02 1.03710893e-01
-1.76469883e-01 7.61196511e-02]
[ 7.20600704e-02 -1.93920341e-01 -9.67315732e-02 -7.29204901e-02
8.36793990e-02 -7.67538931e-03 -1.63273764e-02 1.53525335e-01
-9.68322979e-02 -1.22787326e-01]
[ 1.53757743e-01 -1.21541739e-01 -1.36817205e-01 4.43016573e-04
1.46581911e-01 -6.18118002e-02 -5.32585685e-02 -1.47097702e-01
1.33527868e-01 -9.22060537e-02]
[ -1.27994515e-01 1.61573380e-01 2.52328686e-01 -4.00104045e-02
2.00272025e-01 9.75796119e-02 -1.44907995e-02 -2.97718604e-01
-1.37028432e-01 -7.06351131e-02]
[ -3.45014633e-01 1.48420689e-01 1.33235555e-02 -1.74030358e-02
6.47803906e-02 -1.72926045e-01 -9.77854148e-02 2.35125214e-01
-8.95253818e-02 1.00319902e-01]
[ 1.46224979e-01 1.30389764e-01 -2.42162684e-01 -1.00897868e-01
1.01904056e-01 -2.87061028e-01 -7.78618992e-03 -1.67354411e-01
-1.14530990e-02 -1.90509353e-01]
[ 2.12411040e-01 -1.19542153e-01 6.11232513e-02 -2.01920407e-02
3.09496454e-03 -3.03729513e-02 -4.54680019e-02 -1.36615350e-01
1.10914226e-01 -1.72248466e-01]
[ -9.94156634e-02 8.15663008e-03 1.22790104e-01 1.18402051e-01
-4.53012208e-02 -1.13458256e-01 2.08154956e-01 -7.64773555e-02
1.89632264e-01 7.80252908e-03]
[ 2.50740680e-02 -8.89301191e-02 2.17744352e-01 -2.15756545e-01
6.18620529e-02 1.06100432e-01 -3.05536344e-02 -1.11723826e-01
3.70147856e-02 2.67236862e-01]]
[[ 0.33331771]
[ 0.9558378 ]
[ 0.1710724 ]
[ 0.45324106]
[-1.62379312]
[-0.22882082]
[-1.05199591]
[-0.00893477]
[ 0.34718051]
[ 0.54997604]]
Progress: 8.3% ... Training loss: 0.473 ... Validation loss: 0.763[[ 1.53290484e-01 2.97063499e-01 -1.19175869e-01 1.01891319e-01
-6.54623891e-01 -6.30484525e-02 -1.42571433e-01 1.26635359e-01
-9.92923273e-02 2.14753170e-01]
[ 2.04220161e-02 1.88971601e-01 -1.73586530e-02 4.61132030e-02
7.47235625e-02 -8.33457664e-03 2.80312448e-01 4.13377901e-02
1.43524592e-01 -2.02657554e-02]
[ 2.22858317e-01 4.56099057e-01 4.57902323e-02 1.80414077e-01
-1.22282677e-01 -8.58096594e-02 -6.15802760e-01 -3.23970139e-02
1.43647088e-01 4.29514661e-01]
[ -5.54524145e-02 -4.02664345e-01 -2.59945672e-01 -4.62307644e-02
2.53935607e-01 1.87860435e-01 2.55771609e-01 5.60027992e-02
-1.84503215e-02 3.70714622e-03]
[ -5.57525849e-03 2.09254659e-01 -1.49196530e-01 4.23085207e-02
1.24719924e-01 -1.74991311e-01 -5.78320166e-03 -1.19342121e-01
-2.01424754e-01 5.11709893e-02]
[ -3.52914473e-01 -2.69183642e-01 -2.89712402e-01 1.30611076e-01
1.63762415e-01 5.91311974e-02 -1.40257158e-02 -3.37580965e-02
-2.03060938e-02 2.57303263e-02]
[ -3.33793923e-03 -1.17196904e-01 1.04059536e-02 1.03758979e-01
-1.30405329e-01 -7.25851106e-02 1.49141581e-01 -1.88109255e-01
1.82422716e-01 5.07122337e-02]
[ 1.13966932e-01 -1.81448683e-01 3.05269016e-02 -6.92060873e-02
1.75049412e-01 -4.09035527e-02 9.98637509e-04 1.24353342e-01
6.29134636e-02 -6.53069019e-03]
[ -1.40542592e-01 2.38892176e-02 -2.93457119e-01 2.15045477e-02
-1.79537083e-01 5.50830797e-02 -3.32847073e-01 -2.64583022e-02
2.91341442e-01 -7.11236010e-02]
[ 4.22179770e-02 -2.06631694e-01 7.69039690e-02 -2.42872434e-04
1.86216364e-01 -8.72879709e-02 4.57012105e-03 -9.46893639e-02
-3.48169150e-02 1.32889829e-01]
[ -7.00280829e-02 1.51780337e-01 2.28433041e-03 -1.49596878e-01
-3.84769127e-02 2.33478116e-02 3.15027770e-02 -1.01348457e-01
-1.71057062e-02 -1.09369507e-01]
[ -6.26570924e-02 1.04064238e-01 -4.94845261e-02 5.13768763e-02
1.52530126e-01 7.83118057e-02 -1.41691361e-01 -1.40715670e-02
-1.20158585e-01 -1.35157053e-01]
[ -1.55517551e-01 7.46252512e-03 6.26834706e-02 2.38978096e-02
-1.77628790e-01 -2.20539039e-01 -1.82192829e-01 -1.96914999e-01
8.88733526e-02 1.76561354e-01]
[ -2.04036885e-01 -9.57535524e-02 1.24363800e-01 2.81566564e-01
-1.71782154e-01 -8.68557564e-02 -1.64323514e-01 -2.54550953e-01
-1.99185055e-01 2.45745337e-02]
[ 1.10305356e-01 -4.12120243e-02 -2.17456249e-02 1.02923008e-01
1.24596349e-02 -7.57323601e-02 1.06600596e-01 4.94458083e-03
1.93744009e-02 1.19608127e-02]
[ 2.22044055e-02 -5.96003100e-02 -2.17712746e-01 1.25937803e-01
-1.46566044e-02 9.89900644e-02 -6.00556312e-02 -1.91723940e-02
-1.13482074e-01 -2.37596794e-02]
[ -1.34429908e-01 -6.73456870e-02 -2.10013675e-01 1.40450579e-01
-3.66666129e-03 1.41566285e-01 3.24236971e-02 -2.50065678e-01
5.30470550e-02 -2.17686503e-01]
[ -6.97805888e-02 -2.58254785e-02 2.76885165e-01 1.01823619e-01
9.94214666e-02 -6.27449693e-02 -1.44062663e-01 1.21621342e-01
6.99293403e-02 3.84325504e-02]
[ 6.15568770e-02 3.53572733e-02 9.22868295e-02 1.05455056e-01
1.77827331e-02 -2.76279185e-02 2.14519313e-01 1.19591849e-01
-2.69810220e-02 -4.34152354e-02]
[ 5.73947238e-03 -1.42127599e-01 -2.90204005e-01 -4.72507003e-02
2.45318087e-01 -9.16974536e-02 1.64239244e-01 1.64046553e-01
1.05868344e-01 -2.65034665e-02]
[ 4.84836191e-02 1.97887023e-02 -1.22010168e-01 3.52283679e-02
-7.16445101e-02 3.29913078e-01 2.45419705e-01 2.06318795e-01
-1.73523909e-01 -5.66388628e-02]
[ 1.51022531e-02 6.04695609e-03 1.24927335e-01 1.18669298e-01
-6.11580803e-02 1.04495859e-01 -2.31997374e-01 -3.87445522e-02
2.15995131e-01 1.01695741e-01]
[ 1.07063822e-01 8.30798615e-02 -5.03046242e-02 -1.06215642e-01
-1.14219356e-01 -3.29411568e-01 9.84526165e-02 8.52692191e-03
1.40124245e-01 8.96431628e-02]
[ -9.73687964e-02 2.48252458e-02 -1.49017312e-02 2.38929538e-02
7.45311404e-03 -2.02721032e-01 -9.44750470e-02 -1.94424636e-02
1.51085415e-02 1.30981615e-01]
[ -1.27721016e-01 -7.36296882e-03 -1.89701657e-01 1.87629093e-02
-3.19258523e-01 -1.22367664e-02 -6.73866815e-02 -2.23008780e-02
2.10200944e-02 8.91327091e-02]
[ 2.88204040e-02 1.06366106e-01 -4.56382489e-02 -4.36408089e-02
2.54799673e-01 2.43085149e-01 3.47379698e-01 1.13794828e-01
-1.17508992e-01 -2.77724087e-01]
[ 5.31125266e-02 -1.50288480e-01 4.68514177e-03 2.63933566e-02
3.40296245e-01 6.21953860e-02 2.74170033e-01 9.23074586e-02
1.03278900e-01 -2.67427382e-01]
[ 6.79556714e-02 -2.32278380e-01 -1.50582666e-02 -2.65252835e-02
4.14061405e-01 -7.91406029e-03 2.74218397e-01 4.91596750e-02
-2.99938538e-01 -1.25771195e-01]
[ -8.60573118e-02 -3.43382802e-01 3.05346760e-02 -8.68903407e-02
3.97327480e-01 -1.34714257e-01 3.48588018e-01 -8.12227546e-02
2.01010223e-02 1.97514138e-01]
[ -2.19667783e-01 -1.77408454e-01 8.74813781e-02 4.44378459e-02
6.37703268e-01 1.06678523e-01 1.85018394e-01 4.87882562e-02
-1.88603411e-02 -3.64454914e-02]
[ -9.60088531e-02 7.08396016e-03 3.00377351e-01 -9.58351552e-02
1.91532142e-01 -1.00385093e-01 3.58052999e-01 1.52988014e-02
-1.43122421e-01 1.24206219e-01]
[ -6.84806831e-02 -4.72474028e-02 -1.52088419e-01 -1.77093930e-02
2.22329751e-01 -2.60171023e-01 -8.19308765e-03 1.71331206e-01
5.32005586e-02 -3.09341128e-02]
[ 9.48396071e-02 1.80180537e-01 1.54965216e-01 -1.18288920e-01
1.57817501e-02 6.24235341e-02 -8.14137844e-02 2.85507723e-01
5.31640426e-02 1.40664816e-01]
[ 2.85668901e-01 1.40913131e-01 -1.14529353e-01 2.28447128e-01
-6.76988648e-01 -2.52044322e-01 -2.80384959e-01 1.78926246e-01
3.12160157e-01 -1.43116429e-01]
[ 4.71326767e-02 1.44390403e-01 2.51932573e-01 2.50619163e-01
-5.14075375e-02 -1.92935131e-01 -1.69597932e-01 -1.31417694e-01
-1.39738826e-01 -2.86158184e-01]
[ 4.32682655e-02 2.71311350e-03 -1.08233375e-01 -2.55613747e-02
1.64739677e-01 3.20567849e-02 -6.32482043e-02 -1.83386797e-01
5.68551718e-02 2.37901877e-01]
[ -1.10903717e-02 -8.41125977e-02 -7.13956969e-02 -6.73664709e-02
4.06086463e-02 -1.67576033e-01 1.21374318e-01 9.79944309e-03
2.54387483e-02 -7.63557164e-03]
[ 6.68341006e-03 2.66668865e-03 2.34869580e-01 4.23698103e-02
-1.25958593e-01 -1.20119812e-01 1.83948834e-01 3.98231842e-02
-2.10707499e-01 8.02449358e-02]
[ 3.90149909e-02 -5.92501665e-02 9.31476474e-02 -3.92624670e-02
-9.28841393e-02 8.85041756e-02 1.63688923e-01 -2.71432064e-01
-5.28034468e-02 -1.34712117e-01]
[ -3.58173731e-02 1.52529401e-02 7.33382696e-02 -6.54799949e-02
8.03123804e-02 1.95457961e-01 1.70977340e-01 1.17819413e-01
-4.80869632e-02 1.44041224e-01]
[ 2.22003078e-01 5.45771288e-02 2.98724659e-02 8.33957683e-02
4.97826542e-02 -2.16958009e-02 -1.52448028e-01 1.47953130e-01
-5.24680454e-02 -1.41947278e-02]
[ -1.82783641e-02 -1.78853968e-01 -1.22188276e-02 -4.69029742e-02
-1.34718225e-01 -8.88310276e-02 -3.80936740e-02 4.07816071e-02
5.43451123e-02 1.09702103e-01]
[ -9.73243049e-02 2.83445723e-01 5.16422477e-02 2.17817336e-01
-5.18452645e-01 -2.35659262e-01 -3.47755111e-01 -7.42727744e-02
1.27959976e-01 1.41486511e-01]
[ 6.72767318e-02 2.93062451e-01 4.96256822e-03 2.56006420e-01
-3.36276058e-01 -1.78920600e-02 -1.80923696e-01 1.50257551e-01
6.98668191e-02 3.39705029e-01]
[ 2.16035325e-01 1.80228408e-01 2.21993597e-01 7.08225016e-02
-1.66371615e-01 1.10741171e-01 -7.48454077e-02 1.63071194e-01
1.81853927e-01 3.70112137e-03]
[ -9.76344038e-02 1.51165628e-01 2.29431663e-01 -2.17873823e-02
8.46511827e-02 1.46303867e-01 -2.24660493e-02 -1.48837176e-02
-6.27439297e-02 1.30836008e-02]
[ -1.04066062e-01 -2.60718676e-02 2.15355167e-02 8.03894877e-02
-1.16286747e-02 1.21797457e-01 2.79503884e-01 2.05896180e-02
-2.84598179e-01 -1.05530221e-01]
[ -1.90231249e-01 6.21259606e-02 -7.89582012e-02 -3.02813331e-01
4.55908878e-02 1.03874920e-01 1.40364847e-02 1.03715905e-01
-1.76675585e-01 7.58064311e-02]
[ 7.17457339e-02 -1.94786812e-01 -9.68888333e-02 -7.33498830e-02
8.51803106e-02 -7.46269490e-03 -1.53465552e-02 1.53533892e-01
-9.71584649e-02 -1.23309225e-01]
[ 1.53873479e-01 -1.21382019e-01 -1.36761469e-01 5.35680432e-04
1.46227956e-01 -6.18566487e-02 -5.34003375e-02 -1.47100355e-01
1.33642984e-01 -9.20186352e-02]
[ -1.28760487e-01 1.59462214e-01 2.51941709e-01 -4.10273935e-02
2.04034363e-01 9.80950967e-02 -1.20974685e-02 -2.97699646e-01
-1.37815502e-01 -7.18172439e-02]
[ -3.45252588e-01 1.47248837e-01 1.31824026e-02 -1.77898886e-02
6.62448327e-02 -1.72708125e-01 -9.65417954e-02 2.35132372e-01
-8.97990040e-02 9.97557495e-02]
[ 1.46291406e-01 1.30360496e-01 -2.42169018e-01 -1.00894945e-01
1.02244862e-01 -2.87042583e-01 -7.86270890e-03 -1.67354089e-01
-1.14377177e-02 -1.90466881e-01]
[ 2.12076775e-01 -1.20835132e-01 6.09056407e-02 -2.07842674e-02
5.32251947e-03 -3.00919171e-02 -4.39579641e-02 -1.36604796e-01
1.10542882e-01 -1.72999914e-01]
[ -9.98112524e-02 7.05452717e-03 1.22596198e-01 1.17858846e-01
-4.32965366e-02 -1.13202423e-01 2.09245717e-01 -7.64669036e-02
1.89174095e-01 7.08011335e-03]
[ 2.53392027e-02 -8.84003453e-02 2.17869140e-01 -2.15401465e-01
6.06260777e-02 1.05925019e-01 -3.12846011e-02 -1.11730731e-01
3.72790875e-02 2.67618445e-01]]
[[ 0.32420844]
[ 0.94876662]
[ 0.16215921]
[ 0.44424491]
[-1.63563105]
[-0.23780528]
[-1.06298174]
[-0.01695718]
[ 0.33992712]
[ 0.54107231]]
Progress: 8.3% ... Training loss: 0.470 ... Validation loss: 0.768[[ 0.1539167 0.29863158 -0.11886909 0.1027574 -0.65585135 -0.06354571
-0.14414036 0.12660215 -0.09854745 0.21564329]
[ 0.01992964 0.18748564 -0.01761362 0.04540704 0.07726313 -0.00795527
0.28197391 0.04136449 0.14304215 -0.02112487]
[ 0.22074499 0.45085813 0.04476557 0.17724748 -0.11250905 -0.08414577
-0.60937056 -0.03228485 0.14127799 0.42625416]
[-0.05503393 -0.40207923 -0.2597072 -0.04543235 0.2505037 0.18749379
0.25449856 0.05597002 -0.01802807 0.00458557]
[-0.00470629 0.21235284 -0.14883621 0.04345538 0.12051491 -0.17564861
-0.00843567 -0.11938419 -0.20056795 0.05233741]
[-0.35166999 -0.26600646 -0.28908465 0.13247306 0.15812398 0.05812391
-0.01780408 -0.03382838 -0.01885773 0.02773673]
[-0.00276415 -0.11572762 0.01063923 0.1044577 -0.13215133 -0.07295106
0.14748356 -0.18813435 0.18298793 0.05144653]
[ 0.11403138 -0.1810755 0.03062922 -0.06900698 0.17428209 -0.04103749
0.00075067 0.12434244 0.06304635 -0.00614308]
[-0.13982894 0.0259023 -0.29308522 0.02251595 -0.18294533 0.05455355
-0.33496223 -0.02649723 0.29211514 -0.06996093]
[ 0.04340127 -0.20332852 0.07754647 0.0014558 0.18133367 -0.08820187
0.00128986 -0.09475795 -0.03342098 0.13494824]
[-0.06890117 0.15500299 0.00281718 -0.14799095 -0.04371211 0.0224704
0.02774056 -0.10140688 -0.01589837 -0.10756186]
[-0.06237092 0.10457115 -0.04932462 0.05184349 0.15108802 0.07806641
-0.1424484 -0.01408977 -0.1198417 -0.13473212]
[-0.15551755 0.00746253 0.06268347 0.02389781 -0.17762879 -0.22053904
-0.18219283 -0.196915 0.08887335 0.17656135]
[-0.20401589 -0.09586881 0.12439539 0.28165521 -0.17182327 -0.08691212
-0.16439212 -0.25455509 -0.19908653 0.02459449]
[ 0.11099561 -0.03944118 -0.02140089 0.1039471 0.0095087 -0.07628618
0.10459294 0.00490695 0.02015908 0.0130306 ]
[ 0.0227162 -0.05809876 -0.21746868 0.12664337 -0.01691713 0.09861464
-0.06168848 -0.01919869 -0.11295782 -0.02293365]
[-0.13401075 -0.0661855 -0.20982662 0.14102178 -0.00517247 0.14126361
0.03108462 -0.25008412 0.05350259 -0.21701951]
[-0.06948369 -0.02504039 0.27700923 0.10219248 0.09815009 -0.06293961
-0.14479446 0.12160591 0.07021054 0.03882452]
[ 0.06117216 0.03424699 0.0920895 0.10488782 0.01981406 -0.02733385
0.21568409 0.11961302 -0.0274026 -0.0440861 ]
[ 0.00544854 -0.14280453 -0.29033295 -0.04764058 0.24660033 -0.09148861
0.16511526 0.16406021 0.10559833 -0.02685942]
[ 0.04869177 0.02026913 -0.12187278 0.03557758 -0.07280825 0.32971073
0.24489378 0.20630348 -0.17326621 -0.0562916 ]
[ 0.0153721 0.00684327 0.12508901 0.11908038 -0.06252378 0.10427173
-0.23274514 -0.03876059 0.21628597 0.10224133]
[ 0.1076129 0.08458441 -0.05002502 -0.10546293 -0.11689036 -0.329796
0.09673564 0.00849793 0.14067622 0.09052952]
[-0.09740675 0.02473815 -0.01492112 0.0238448 0.00766765 -0.20269305
-0.09437941 -0.01944063 0.01507851 0.13093197]
[-0.12737721 -0.00633963 -0.18953091 0.01926802 -0.32111641 -0.01251053
-0.06855196 -0.02232047 0.02141717 0.08974621]
[ 0.02880739 0.1063215 -0.04564796 -0.04365919 0.25490321 0.2430968
0.34742604 0.11379559 -0.1175265 -0.27774955]
[ 0.05296286 -0.15086181 0.00461796 0.02621058 0.34101647 0.06229546
0.27474193 0.0923143 0.10314635 -0.26767552]
[ 0.06772246 -0.23295786 -0.01517914 -0.0268585 0.41522245 -0.00773742
0.27500497 0.04917219 -0.30019271 -0.12615884]
[-0.08637294 -0.34428055 0.03037115 -0.08733132 0.39881886 -0.13448588
0.34960215 -0.08120694 0.01977253 0.19697777]
[-0.22014688 -0.1788169 0.08725901 0.04379857 0.64013269 0.10701874
0.18649977 0.04881292 -0.01932007 -0.03714156]
[-0.09697064 0.00422793 0.29988506 -0.0971922 0.19650208 -0.09966946
0.36116917 0.01534831 -0.14413716 0.12265625]
[-0.06867341 -0.04781296 -0.15218584 -0.01796963 0.22325781 -0.26003808
-0.00758558 0.17134126 0.05300485 -0.03122685]
[ 0.09482524 0.1800824 0.15494319 -0.11832239 0.01584643 0.06243324
-0.08129634 0.28550816 0.05316998 0.14063891]
[ 0.28684027 0.14429539 -0.11393499 0.23011427 -0.68227658 -0.25293384
-0.28401427 0.17886489 0.31340594 -0.14121709]
[ 0.04738034 0.14502979 0.25205829 0.25097536 -0.05264541 -0.19312447
-0.17037924 -0.1314312 -0.13947501 -0.28580319]
[ 0.04325589 0.00267554 -0.10823246 -0.02555427 0.16475274 0.0320501
-0.06325391 -0.18338666 0.05685812 0.23794125]
[-0.01099143 -0.08377423 -0.07134303 -0.06722779 0.04007375 -0.16766231
0.12098748 0.00979449 0.02555406 -0.0074536 ]
[ 0.00721092 0.00406048 0.23515313 0.04313243 -0.12865207 -0.12052445
0.18231131 0.03979327 -0.21014858 0.08105496]
[ 0.03909359 -0.05911793 0.09316512 -0.03918727 -0.0927097 0.08846812
0.16341072 -0.2714323 -0.05273612 -0.13461032]
[-0.03594222 0.01494488 0.0732763 -0.0656753 0.08107553 0.1955407
0.17144961 0.11782608 -0.04822686 0.14387707]
[ 0.22170224 0.05387111 0.02971988 0.08300127 0.05122791 -0.02148154
-0.15154322 0.14796867 -0.05277019 -0.01467465]
[-0.01777429 -0.17734637 -0.01196473 -0.04619298 -0.13703091 -0.08920492
-0.0396906 0.04075532 0.05489073 0.11049391]
[-0.09646344 0.28586964 0.05207853 0.21896895 -0.52246077 -0.23625809
-0.35018589 -0.07431835 0.1288719 0.14279493]
[ 0.0679015 0.29481752 0.00526893 0.25686234 -0.3393369 -0.01834773
-0.18295862 0.15022438 0.07053771 0.34073335]
[ 0.21658698 0.18195583 0.22227634 0.07162968 -0.16934738 0.11031354
-0.07669281 0.16303999 0.18240855 0.00468687]
[-0.09697343 0.15301116 0.22977673 -0.02081376 0.08140333 0.14578921
-0.0245661 -0.01492087 -0.0620081 0.01414822]
[-0.10395859 -0.02576277 0.02160118 0.08057395 -0.01228051 0.12170106
0.27913226 0.02058265 -0.28446742 -0.10533616]
[-0.19024661 0.06205322 -0.07896597 -0.30283961 0.04563645 0.10388484
0.01409228 0.1037166 -0.17669181 0.07579339]
[ 0.07172115 -0.194961 -0.09690076 -0.07338696 0.08532185 -0.007442
-0.01521975 0.15353537 -0.09718682 -0.12335931]
[ 0.15482611 -0.11875428 -0.13627256 0.00189807 0.14149084 -0.06256987
-0.05614436 -0.14715266 0.13464811 -0.09046832]
[-0.12844293 0.16028513 0.25211633 -0.04052854 0.20271851 0.0978019
-0.01296967 -0.29771823 -0.137429 -0.07129437]
[-0.34510451 0.14773584 0.01326388 -0.01754751 0.06622272 -0.17287036
-0.09698314 0.23512148 -0.08959831 0.10004886]
[ 0.14676715 0.13161472 -0.24195014 -0.10024056 0.09986862 -0.28739345
-0.00925445 -0.16738042 -0.0109102 -0.1897485 ]
[ 0.21221451 -0.12036804 0.06100351 -0.02054401 0.00436114 -0.03021337
-0.04442526 -0.1366159 0.1107153 -0.17274794]
[-0.10007873 0.00628416 0.12246637 0.11748781 -0.04188112 -0.11300526
0.21009088 -0.07645218 0.18891626 0.00664128]
[ 0.02617132 -0.08625621 0.21827247 -0.21425749 0.05706337 0.10533212
-0.03401267 -0.11177145 0.03816484 0.26901161]]
[[ 3.40689269e-01]
[ 9.64984565e-01]
[ 1.76387554e-01]
[ 4.63203662e-01]
[ -1.62428237e+00]
[ -2.21353255e-01]
[ -1.04714145e+00]
[ -1.43181754e-03]
[ 3.58470647e-01]
[ 5.56702716e-01]]
Progress: 8.4% ... Training loss: 0.473 ... Validation loss: 0.760[[ 0.15262705 0.29434118 -0.11960314 0.100935 -0.64796473 -0.06275332
-0.13976101 0.12660784 -0.09982973 0.21321997]
[ 0.01992964 0.18748564 -0.01761362 0.04540704 0.07726313 -0.00795527
0.28197391 0.04136449 0.14304215 -0.02112487]
[ 0.22145079 0.45243064 0.04510363 0.17808982 -0.11508025 -0.08448886
-0.61137471 -0.03228744 0.14190611 0.42690326]
[-0.05433871 -0.40005686 -0.25930124 -0.04443431 0.24470816 0.18722288
0.2522532 0.05596688 -0.01748496 0.00620442]
[-0.0058726 0.21015168 -0.14934911 0.04213338 0.12494584 -0.17534983
-0.00404631 -0.11938039 -0.2013058 0.05015766]
[-0.35278236 -0.26907169 -0.28964592 0.1310222 0.16316771 0.0587452
-0.01434026 -0.03382403 -0.01993598 0.02592163]
[-0.00220275 -0.11450268 0.01090726 0.10517052 -0.13290904 -0.07333258
0.14624621 -0.18813628 0.18356304 0.05227861]
[ 0.11330196 -0.1834729 0.03023303 -0.0700851 0.17759457 -0.04052693
0.00326231 0.12434561 0.06227927 -0.007677 ]
[-0.14065487 0.0235685 -0.29351976 0.02132836 -0.1791319 0.05510798
-0.332404 -0.02649357 0.29122928 -0.07134294]
[ 0.04150451 -0.2090588 0.07654136 -0.00122231 0.19145587 -0.08705921
0.0078766 -0.09474954 -0.03531714 0.13142088]
[-0.06898892 0.15466283 0.00277106 -0.14815273 -0.04305909 0.02255056
0.0280522 -0.10140657 -0.01602638 -0.10773116]
[-0.06249274 0.10407009 -0.04939738 0.05167964 0.15172472 0.07814835
-0.14205043 -0.01408924 -0.1199736 -0.13493442]
[-0.15551755 0.00746253 0.06268347 0.02389781 -0.17762879 -0.22053904
-0.18219283 -0.196915 0.08887335 0.17656135]
[-0.20403552 -0.09609829 0.12437911 0.28164558 -0.17171586 -0.08691111
-0.16424817 -0.25455507 -0.19908976 0.02454367]
[ 0.1101818 -0.0414821 -0.0218076 0.10287639 0.01328492 -0.07584853
0.10706718 0.00491022 0.01936159 0.01171341]
[ 0.02212143 -0.05967112 -0.21777437 0.12583788 -0.01431041 0.09898276
-0.05986622 -0.01919642 -0.11353219 -0.02391116]
[-0.13283523 -0.06323606 -0.20923395 0.14255874 -0.00923683 0.1405028
0.02767343 -0.25008847 0.05471019 -0.21515795]
[-0.06916123 -0.02415464 0.27718297 0.10267797 0.09724131 -0.06316336
-0.14557978 0.12160439 0.07056381 0.03935861]
[ 0.06067071 0.03249985 0.09179179 0.10415537 0.02211449 -0.02696462
0.21747768 0.11961524 -0.02796314 -0.04505042]
[ 0.00455057 -0.14540995 -0.29081333 -0.04896212 0.25085976 -0.09088899
0.16788316 0.16406419 0.10462691 -0.02837352]
[ 0.0486573 0.02005097 -0.12186407 0.03555924 -0.07264498 0.3297219
0.24492931 0.20630352 -0.17329303 -0.05644844]
[ 0.0148588 0.00545575 0.12481567 0.11836644 -0.06043281 0.10461829
-0.23105873 -0.03875839 0.21575254 0.10132103]
[ 0.10755608 0.08443683 -0.05005643 -0.10555414 -0.11666592 -0.32975835
0.0969225 0.00849825 0.14063236 0.09044379]
[-0.09743534 0.02471532 -0.01492868 0.02379458 0.00781717 -0.20267392
-0.09427775 -0.01944048 0.01503724 0.13087638]
[-0.12752072 -0.0067749 -0.18961093 0.01905536 -0.32040977 -0.01241135
-0.06807153 -0.02231982 0.02125265 0.08949401]
[ 0.02834208 0.10495233 -0.04589067 -0.04431955 0.25711705 0.24340991
0.34890327 0.11379756 -0.11803018 -0.27851858]
[ 0.05279744 -0.15134463 0.00453016 0.02597629 0.34180257 0.06240673
0.27526344 0.09231502 0.1029693 -0.26795255]
[ 0.06722063 -0.23463549 -0.01545644 -0.02761165 0.41770116 -0.00741434
0.27672416 0.04917453 -0.3007678 -0.12703321]
[-0.08665133 -0.34506146 0.03023023 -0.08770581 0.40008244 -0.13430681
0.35049453 -0.0812058 0.01948636 0.19654693]
[-0.22068011 -0.18031857 0.08697658 0.04305354 0.64263329 0.10737611
0.18816802 0.04881517 -0.0198671 -0.03802385]
[-0.09741287 0.00298223 0.29965682 -0.09779644 0.19857554 -0.09938469
0.36249285 0.01535013 -0.14460103 0.12196942]
[-0.06919065 -0.04921264 -0.1524481 -0.01867589 0.22562766 -0.2597165
-0.00595665 0.17134345 0.05246056 -0.03204936]
[ 0.09495396 0.18048221 0.15502289 -0.11812466 0.01519351 0.06233895
-0.08172487 0.28550758 0.05331236 0.14087881]
[ 0.28695556 0.14461292 -0.11386574 0.2302786 -0.68255941 -0.25300306
-0.28432534 0.17886436 0.31352897 -0.14098096]
[ 0.04722654 0.1446686 0.25199154 0.2507537 -0.05183215 -0.19302023
-0.170094 -0.13143041 -0.13965727 -0.28607106]
[ 0.04336038 0.00293689 -0.10817774 -0.02540738 0.16419018 0.03198935
-0.06348572 -0.18338711 0.05697827 0.23808227]
[-0.01097978 -0.08380942 -0.0713614 -0.06723726 0.04002962 -0.1676509
0.12091806 0.00979452 0.0255374 -0.00744921]
[ 0.00745955 0.00471009 0.23528089 0.0434933 -0.12973085 -0.12069406
0.18155188 0.03979223 -0.20986624 0.08141559]
[ 0.04001191 -0.05663772 0.09360003 -0.03792221 -0.09616478 0.08787052
0.16078328 -0.27143579 -0.05175147 -0.13320821]
[-0.03593985 0.01495629 0.07330375 -0.06561804 0.08100299 0.19549256
0.171495 0.11782586 -0.04817924 0.14379194]
[ 0.22177327 0.05417344 0.02976753 0.08312439 0.05076855 -0.02156355
-0.15172887 0.14796826 -0.052666 -0.0145579 ]
[-0.01764453 -0.17702349 -0.01190031 -0.04602412 -0.1376236 -0.08928618
-0.0400728 0.0407548 0.05502604 0.11070069]
[-0.09634402 0.28605685 0.05213328 0.21911546 -0.52300893 -0.23631614
-0.35039446 -0.07431889 0.12899745 0.14294574]
[ 0.06867418 0.29692047 0.00567832 0.25788739 -0.34256913 -0.01885079
-0.1851627 0.15022101 0.07134883 0.341915 ]
[ 0.2165104 0.18169432 0.22224083 0.07153004 -0.16899048 0.11035941
-0.0764493 0.16304032 0.18233237 0.00456214]
[-0.09690226 0.15316911 0.22981736 -0.02070842 0.08104742 0.1457414
-0.02479443 -0.01492122 -0.06193097 0.01426539]
[-0.10379222 -0.02528007 0.02168677 0.0807985 -0.01305472 0.12159278
0.27861146 0.02058196 -0.28429343 -0.10508357]
[-0.19060625 0.06111327 -0.07915207 -0.30333483 0.04729741 0.1041086
0.01518446 0.10371812 -0.1770831 0.07520383]
[ 0.07024857 -0.19915303 -0.09769254 -0.07547246 0.09232789 -0.00649266
-0.0106636 0.15354174 -0.0987068 -0.12585802]
[ 0.15484689 -0.1189112 -0.13626444 0.00191543 0.14136796 -0.06257758
-0.05598044 -0.14715257 0.1346566 -0.09053868]
[-0.12919463 0.15832755 0.25174612 -0.04155973 0.20627495 0.09828598
-0.01075292 -0.29771523 -0.13819169 -0.07253302]
[-0.34570557 0.14597927 0.01294231 -0.01841404 0.06923898 -0.17246714
-0.0950722 0.23512407 -0.09026577 0.09903716]
[ 0.14687503 0.13201674 -0.24186974 -0.10008691 0.09948478 -0.28750752
-0.00945985 -0.16738102 -0.01081119 -0.18959647]
[ 0.21150487 -0.12246892 0.06060829 -0.0215903 0.00778371 -0.02971242
-0.04223621 -0.13661266 0.10993748 -0.17396669]
[-0.10101006 0.00355696 0.12197779 0.1161606 -0.03692428 -0.11245643
0.21308515 -0.07644833 0.18798036 0.00506251]
[ 0.02693006 -0.08453058 0.21863553 -0.21316103 0.05402988 0.10482159
-0.03598584 -0.11177437 0.03904512 0.27007886]]
[[ 0.3292978 ]
[ 0.95467038]
[ 0.16582125]
[ 0.45062147]
[-1.64152095]
[-0.23178453]
[-1.0617845 ]
[-0.01647656]
[ 0.3474854 ]
[ 0.54492156]]
Progress: 8.4% ... Training loss: 0.467 ... Validation loss: 0.763[[ 0.15127654 0.28980718 -0.12029449 0.09897574 -0.6405288 -0.06172141
-0.13529733 0.12667819 -0.10133255 0.2109425 ]
[ 0.01957742 0.1863346 -0.01777235 0.04496166 0.07893276 -0.00771384
0.28312415 0.04138052 0.14269352 -0.02173617]
[ 0.22023004 0.44823139 0.04440391 0.17598442 -0.10784862 -0.08339709
-0.60767244 -0.03221674 0.14043603 0.42451988]
[-0.05564337 -0.40293511 -0.25990362 -0.04590526 0.24920456 0.18792392
0.25632976 0.05602237 -0.01863386 0.00458479]
[-0.0043607 0.21369195 -0.14850393 0.04431956 0.11728139 -0.17644993
-0.00878928 -0.11946031 -0.19969861 0.05242265]
[-0.35228196 -0.2677823 -0.2893409 0.13187498 0.16036085 0.05831498
-0.01584662 -0.0338534 -0.01933957 0.02688842]
[-0.00246634 -0.11564657 0.01078162 0.10478219 -0.13069999 -0.07309189
0.14738666 -0.18812502 0.18328121 0.05171881]
[ 0.11195127 -0.18745255 0.02956355 -0.07197657 0.18389842 -0.0395802
0.00736189 0.12441351 0.06083748 -0.00981244]
[-0.14152978 0.02109245 -0.29395051 0.02009907 -0.17458011 0.05571843
-0.3297031 -0.02644901 0.29027118 -0.0728451 ]
[ 0.03962674 -0.21470982 0.07563157 -0.0038624 0.20085831 -0.08571596
0.0137543 -0.0946571 -0.03732363 0.12835645]
[-0.06928429 0.15375208 0.00264114 -0.14847668 -0.041337 0.02273136
0.02909031 -0.10139352 -0.01629556 -0.10816797]
[-0.06230839 0.10432166 -0.04927852 0.05198735 0.15085802 0.07799195
-0.14253168 -0.01410038 -0.11978324 -0.13466379]
[-0.15551755 0.00746253 0.06268347 0.02389781 -0.17762879 -0.22053904
-0.18219283 -0.196915 0.08887335 0.17656135]
[-0.20397606 -0.09586392 0.12442222 0.28180307 -0.172059 -0.08698576
-0.16442068 -0.25455974 -0.19900634 0.0247191 ]
[ 0.11036325 -0.04117604 -0.02168492 0.10318296 0.01217786 -0.07600399
0.10656403 0.00489853 0.01959637 0.01204193]
[ 0.02211598 -0.05967617 -0.21776609 0.12586677 -0.01436233 0.09896217
-0.05985921 -0.01919609 -0.11353173 -0.02388605]
[-0.13297652 -0.06382545 -0.20930567 0.14236143 -0.00817654 0.14061291
0.02825553 -0.2500824 0.05456466 -0.21540274]
[-0.06932773 -0.02460183 0.27710658 0.10245599 0.09818357 -0.0630327
-0.14495818 0.12161221 0.07037912 0.03907937]
[ 0.06062216 0.0322027 0.09175652 0.10402304 0.02285624 -0.02687468
0.21765911 0.11961953 -0.02805997 -0.04523462]
[ 0.00388068 -0.14749667 -0.29114722 -0.04989595 0.25419076 -0.0904217
0.16987927 0.16409703 0.10394541 -0.02938376]
[ 0.04870862 0.02012939 -0.12182452 0.03563943 -0.073183 0.32966683
0.24473616 0.20629945 -0.17323983 -0.05638474]
[ 0.01428287 0.00384844 0.12452581 0.11757462 -0.05777439 0.10502186
-0.22926652 -0.03872949 0.21516 0.10040537]
[ 0.10739536 0.08399815 -0.05012434 -0.10577509 -0.11586847 -0.32964795
0.09746892 0.00850616 0.14044926 0.09014054]
[-0.09778428 0.02372106 -0.01510882 0.02329804 0.00961715 -0.20243868
-0.09324788 -0.01942259 0.01465558 0.13027707]
[-0.12768447 -0.0072382 -0.18969022 0.01882066 -0.31944294 -0.01228513
-0.06752489 -0.02231107 0.02106135 0.08920733]
[ 0.02790192 0.10362678 -0.04612245 -0.0449295 0.25940325 0.24372786
0.3503562 0.11381966 -0.11850732 -0.27924725]
[ 0.05219277 -0.15306684 0.00421956 0.02512936 0.34485667 0.06284957
0.27724508 0.09234602 0.1023284 -0.26897213]
[ 0.06683465 -0.23576203 -0.01565533 -0.02815298 0.41964802 -0.00713906
0.2779799 0.04919394 -0.3011761 -0.12766321]
[-0.08692125 -0.34571391 0.03009547 -0.0880761 0.40129219 -0.13411716
0.35135783 -0.08119312 0.01921001 0.19616225]
[-0.2211548 -0.1816454 0.08672433 0.04236361 0.64506976 0.10772637
0.18977855 0.04884004 -0.02039714 -0.03883547]
[-0.09790745 0.00151698 0.29940277 -0.09848876 0.20103477 -0.09904113
0.36410749 0.01537524 -0.14512949 0.12116866]
[-0.06934127 -0.04984166 -0.15252494 -0.01890487 0.22653867 -0.25960714
-0.00545024 0.17135155 0.05229924 -0.03228225]
[ 0.09516759 0.18116584 0.15516027 -0.11772673 0.01374517 0.06213411
-0.08252345 0.28549426 0.0535922 0.14133904]
[ 0.28669931 0.14395962 -0.11398007 0.22993524 -0.68133456 -0.25282711
-0.28350734 0.17887741 0.3132458 -0.14136816]
[ 0.04733734 0.1450157 0.25207136 0.25094259 -0.05235653 -0.19311166
-0.17044764 -0.13143752 -0.13951821 -0.28587249]
[ 0.04320179 0.002487 -0.10825603 -0.02561519 0.16496704 0.032096
-0.06298047 -0.18338034 0.05681258 0.2378394 ]
[-0.01106917 -0.0840841 -0.07140891 -0.06737037 0.04051432 -0.16758608
0.12121445 0.00979942 0.02543758 -0.00761148]
[ 0.00781057 0.00558188 0.23547622 0.044014 -0.1315798 -0.1209647
0.18044414 0.03977272 -0.20948506 0.08193791]
[ 0.03961548 -0.05762992 0.09339147 -0.03850445 -0.0941698 0.08815777
0.16185749 -0.27141345 -0.0522171 -0.13381997]
[-0.03590503 0.01505476 0.07333906 -0.06553027 0.08063253 0.19545605
0.17134888 0.11782183 -0.04813099 0.14384065]
[ 0.22197102 0.05480484 0.02984546 0.08335269 0.04992707 -0.02167893
-0.15240537 0.14796009 -0.05251105 -0.01426989]
[-0.01726006 -0.17604904 -0.01171278 -0.04552175 -0.13909945 -0.08953171
-0.04125277 0.04073481 0.05543328 0.11124499]
[-0.09610243 0.28654131 0.05224884 0.21942677 -0.52365986 -0.23646789
-0.35106953 -0.07432933 0.12925557 0.14331851]
[ 0.06919452 0.29817665 0.0059635 0.25862723 -0.34533118 -0.01922935
-0.1867191 0.15019304 0.07194187 0.34275177]
[ 0.21671113 0.18227294 0.22234953 0.07182211 -0.17004541 0.11021055
-0.07709775 0.16302966 0.18255598 0.00490501]
[-0.09690601 0.15304026 0.22983992 -0.02067295 0.08095551 0.14573599
-0.02484584 -0.01492209 -0.06190327 0.01429382]
[-0.10378927 -0.02526497 0.0216914 0.08080769 -0.0130743 0.12158539
0.27858916 0.02058164 -0.28428793 -0.10507721]
[-0.19086678 0.06038867 -0.07927898 -0.30369092 0.04856403 0.10428448
0.01599754 0.10373098 -0.17736328 0.0747773 ]
[ 0.06998724 -0.19993307 -0.09782861 -0.07584027 0.09362297 -0.00630815
-0.009805 0.15355524 -0.0989936 -0.12629911]
[ 0.1544471 -0.11991764 -0.1364584 0.00133883 0.14317173 -0.06230765
-0.05478725 -0.14713204 0.13423215 -0.09117657]
[-0.13011059 0.15551881 0.25128728 -0.04284785 0.2108054 0.09895936
-0.00769987 -0.29766867 -0.13916551 -0.07407753]
[-0.34595875 0.14552175 0.01286332 -0.01862236 0.07019294 -0.17237021
-0.09453425 0.23513099 -0.0904474 0.09892385]
[ 0.1473987 0.13317037 -0.24156487 -0.09926433 0.09672928 -0.28790878
-0.01098707 -0.1674115 -0.01019117 -0.18875178]
[ 0.21099118 -0.1239241 0.06032496 -0.02238096 0.01065921 -0.02931016
-0.04062153 -0.13658359 0.10932157 -0.17487375]
[-0.10138945 0.00240309 0.12177013 0.11559078 -0.03455738 -0.11215312
0.21421911 -0.07642913 0.18754305 0.00434845]
[ 0.02687959 -0.08511266 0.2186326 -0.21320639 0.05451264 0.10484469
-0.0355569 -0.11177181 0.03897291 0.26992038]]
[[ 0.31634688]
[ 0.94540137]
[ 0.15388983]
[ 0.43945507]
[-1.65580491]
[-0.24419323]
[-1.07384789]
[-0.02815592]
[ 0.33305466]
[ 0.53196245]]
Progress: 8.5% ... Training loss: 0.471 ... Validation loss: 0.777[[ 1.52728288e-01 2.93912332e-01 -1.19534664e-01 1.01038141e-01
-6.45946419e-01 -6.28538264e-02 -1.39447113e-01 1.26540835e-01
-9.97589365e-02 2.13246353e-01]
[ 1.98628504e-02 1.87063104e-01 -1.76492415e-02 4.53450739e-02
7.75050504e-02 -7.93773070e-03 2.82217968e-01 4.13547061e-02
1.42984138e-01 -2.13235871e-02]
[ 2.20660051e-01 4.49764335e-01 4.46148500e-02 1.76572795e-01
-1.08750455e-01 -8.37265498e-02 -6.09561396e-01 -3.22561628e-02
1.40868432e-01 4.25188125e-01]
[ -5.58136013e-02 -4.04075366e-01 -2.60000942e-01 -4.61315903e-02
2.48442908e-01 1.88110767e-01 2.57427742e-01 5.60369053e-02
-1.88812777e-02 4.25918528e-03]
[ -4.38939494e-03 2.13759603e-01 -1.48529604e-01 4.42100872e-02
1.17471341e-01 -1.76418528e-01 -8.51017762e-03 -1.19453502e-01
-1.99601817e-01 5.22910853e-02]
[ -3.52358121e-01 -2.68055910e-01 -2.89336958e-01 1.31837316e-01
1.60504145e-01 5.83384882e-02 -1.53057732e-02 -3.38516116e-02
-1.93544244e-02 2.67832257e-02]
[ -1.92419547e-03 -1.13806213e-01 1.10778656e-02 1.05501759e-01
-1.32197761e-01 -7.34992196e-02 1.45086436e-01 -1.88172512e-01
1.83868134e-01 5.26650103e-02]
[ 1.12396360e-01 -1.86085109e-01 2.98199269e-02 -7.12461262e-02
1.82147435e-01 -3.99580672e-02 6.32055073e-03 1.24362557e-01
6.13695999e-02 -9.04806741e-03]
[ -1.41252664e-01 2.17529937e-02 -2.93821046e-01 2.04742956e-02
-1.75778488e-01 5.54919166e-02 -3.30542657e-01 -2.64736550e-02
2.90523654e-01 -7.23941177e-02]
[ 4.04501392e-02 -2.11932809e-01 7.60902361e-02 -2.68355524e-03
1.98407788e-01 -8.63892655e-02 1.11606934e-02 -9.47388196e-02
-3.64047284e-02 1.29726209e-01]
[ -6.82041440e-02 1.56592229e-01 3.21796166e-03 -1.46852522e-01
-4.69744559e-02 2.18615406e-02 2.56554440e-02 -1.01497502e-01
-1.51109177e-02 -1.06284765e-01]
[ -6.30237415e-02 1.02299236e-01 -4.96279700e-02 5.09719321e-02
1.54642161e-01 7.85468754e-02 -1.40143474e-01 -1.40359759e-02
-1.20530124e-01 -1.35860393e-01]
[ -1.55517551e-01 7.46252512e-03 6.26834706e-02 2.38978096e-02
-1.77628790e-01 -2.20539039e-01 -1.82192829e-01 -1.96914999e-01
8.88733526e-02 1.76561354e-01]
[ -2.04037639e-01 -9.60668589e-02 1.24422933e-01 2.81794609e-01
-1.72081466e-01 -8.69823621e-02 -1.64178323e-01 -2.54559380e-01
-1.99007968e-01 2.46413650e-02]
[ 1.10780362e-01 -4.00538624e-02 -2.14765466e-02 1.03795429e-01
9.94210488e-03 -7.63356654e-02 1.05369660e-01 4.86005348e-03
2.00568078e-02 1.27744019e-02]
[ 2.18076949e-02 -6.05676196e-02 -2.17906305e-01 1.25404783e-01
-1.25392379e-02 9.92216239e-02 -5.87008654e-02 -1.91671634e-02
-1.13876634e-01 -2.44442324e-02]
[ -1.32400304e-01 -6.21358389e-02 -2.09022238e-01 1.43081443e-01
-1.02026910e-02 1.40197711e-01 2.62786918e-02 -2.50128372e-01
5.51338844e-02 -2.14486555e-01]
[ -6.92574145e-02 -2.41614801e-02 2.77160716e-01 1.02552608e-01
9.79649419e-02 -6.30893671e-02 -1.45591319e-01 1.21603160e-01
7.04835232e-02 3.92906820e-02]
[ 6.03921311e-02 3.16384287e-02 9.16517528e-02 1.03749798e-01
2.41329320e-02 -2.67237484e-02 2.18318301e-01 1.19637703e-01
-2.82703321e-02 -4.56057103e-02]
[ 4.60676008e-03 -1.45291758e-01 -2.90779238e-01 -4.87987025e-02
2.50403714e-01 -9.09998747e-02 1.67457071e-01 1.64027305e-01
1.04759859e-01 -2.81123570e-02]
[ 4.83474067e-02 1.89333674e-02 -1.22003950e-01 3.50990048e-02
-7.09459052e-02 3.29950753e-01 2.46145244e-01 2.06330431e-01
-1.73654968e-01 -5.70310525e-02]
[ 1.44566256e-02 4.45498802e-03 1.24638647e-01 1.17875391e-01
-5.83629895e-02 1.04871556e-01 -2.29532638e-01 -3.87492003e-02
2.15382204e-01 1.00673375e-01]
[ 1.07657428e-01 8.46558887e-02 -4.99967479e-02 -1.05405726e-01
-1.17013187e-01 -3.29862391e-01 9.66102904e-02 8.48229401e-03
1.40697260e-01 9.06002590e-02]
[ -9.80056331e-02 2.30590938e-02 -1.52195239e-02 2.29750012e-02
1.07687195e-02 -2.02268786e-01 -9.25021039e-02 -1.94026951e-02
1.44196118e-02 1.29885019e-01]
[ -1.27539356e-01 -6.84815575e-03 -1.89624146e-01 1.90189071e-02
-3.20211873e-01 -1.23944838e-02 -6.80286227e-02 -2.23239227e-02
2.12072800e-02 8.94499649e-02]
[ 2.73294214e-02 1.01901727e-01 -4.64051143e-02 -4.57451142e-02
2.62385050e-01 2.44164651e-01 3.52349150e-01 1.13870272e-01
-1.19126189e-01 -2.80240852e-01]
[ 5.19006705e-02 -1.54000762e-01 4.07094817e-03 2.46980876e-02
3.46464913e-01 6.30876888e-02 2.78286424e-01 9.23732942e-02
1.02014617e-01 -2.69494092e-01]
[ 6.66733850e-02 -2.36330122e-01 -1.57488711e-02 -2.84186041e-02
4.20634710e-01 -6.99216078e-03 2.78600609e-01 4.92101800e-02
-3.01370362e-01 -1.27975556e-01]
[ -8.73124526e-02 -3.46814593e-01 2.99107311e-02 -8.86078670e-02
4.03238370e-01 -1.33832628e-01 3.52647303e-01 -8.11593140e-02
1.88064730e-02 1.95535715e-01]
[ -2.21426992e-01 -1.82480525e-01 8.65875647e-02 4.19413566e-02
6.46494174e-01 1.07956309e-01 1.90797314e-01 4.88665467e-02
-2.07102317e-02 -3.93443734e-02]
[ -9.83374937e-02 2.98533508e-04 2.99199207e-01 -9.90979895e-02
2.03308216e-01 -9.87023585e-02 3.65414268e-01 1.54136376e-02
-1.45585847e-01 1.20468985e-01]
[ -6.94456019e-02 -5.01220391e-02 -1.52576698e-01 -1.90313814e-02
2.27032349e-01 -2.59544119e-01 -5.14191133e-03 1.71359953e-01
5.21949959e-02 -3.24384871e-02]
[ 9.52457015e-02 1.81343730e-01 1.55197193e-01 -1.17606824e-01
1.32576523e-02 6.20727763e-02 -8.26528780e-02 2.85487181e-01
5.36858817e-02 1.41482987e-01]
[ 2.87851972e-01 1.47775618e-01 -1.13369260e-01 2.31604543e-01
-6.86473919e-01 -2.53720552e-01 -2.87526707e-01 1.78766046e-01
3.14475481e-01 -1.39256595e-01]
[ 4.77967182e-02 1.46393790e-01 2.52311432e-01 2.51622189e-01
-5.48840629e-02 -1.93487442e-01 -1.72027866e-01 -1.31480341e-01
-1.39007264e-01 -2.85088608e-01]
[ 4.32438590e-02 2.51725636e-03 -1.08233059e-01 -2.55586412e-02
1.64857269e-01 3.20514170e-02 -6.29647747e-02 -1.83382677e-01
5.68679608e-02 2.37911964e-01]
[ -1.09967742e-02 -8.38456610e-02 -7.13694612e-02 -6.72541996e-02
4.01187208e-02 -1.67647436e-01 1.20973522e-01 9.79198656e-03
2.55207493e-02 -7.48581540e-03]
[ 8.13186361e-03 6.42771350e-03 2.35621125e-01 4.44584904e-02
-1.33228377e-01 -1.21224143e-01 1.79430267e-01 3.97432132e-02
-2.09134648e-01 8.24259523e-02]
[ 3.94718765e-02 -5.79662960e-02 9.33281891e-02 -3.86651055e-02
-9.32337870e-02 8.82429123e-02 1.62026743e-01 -2.71401339e-01
-5.23334911e-02 -1.34033054e-01]
[ -3.59734846e-02 1.49132846e-02 7.32944443e-02 -6.56541924e-02
8.10916260e-02 1.95519389e-01 1.71414244e-01 1.17829867e-01
-4.82295372e-02 1.43774736e-01]
[ 2.22022076e-01 5.49711549e-02 2.98763389e-02 8.34385188e-02
4.96142135e-02 -2.17211211e-02 -1.52550237e-01 1.47954432e-01
-5.24454576e-02 -1.41762797e-02]
[ -1.69347671e-02 -1.75113532e-01 -1.15370464e-02 -4.50942837e-02
-1.40391071e-01 -8.97670994e-02 -4.23314998e-02 4.07078893e-02
5.57739191e-02 1.11755725e-01]
[ -9.58430892e-02 2.87106753e-01 5.23710112e-02 2.19789482e-01
-5.24770186e-01 -2.36668340e-01 -3.51533756e-01 -7.43544911e-02
1.29538625e-01 1.43604115e-01]
[ 6.93703703e-02 2.98593122e-01 6.06244024e-03 2.58923559e-01
-3.46275316e-01 -1.93810387e-02 -1.87233117e-01 1.50174654e-01
7.21545385e-02 3.43049101e-01]
[ 2.17454427e-01 1.84405478e-01 2.22717532e-01 7.28637090e-02
-1.73743031e-01 1.09625910e-01 -7.95528029e-02 1.62961840e-01
1.83336025e-01 6.17469198e-03]
[ -9.68599407e-02 1.53343607e-01 2.29878332e-01 -2.05805976e-02
8.07447341e-02 1.45694822e-01 -2.50550639e-02 -1.49288390e-02
-6.18319258e-02 1.44229611e-02]
[ -1.03649420e-01 -2.48784813e-02 2.17670726e-02 8.10263593e-02
-1.38599413e-02 1.21475401e-01 2.78134429e-01 2.05686150e-02
-2.84130100e-01 -1.04834500e-01]
[ -1.90866776e-01 6.03886703e-02 -7.92789846e-02 -3.03690921e-01
4.85640275e-02 1.04284485e-01 1.59975407e-02 1.03730979e-01
-1.77363279e-01 7.47773016e-02]
[ 6.97444660e-02 -2.00591405e-01 -9.79379412e-02 -7.61768067e-02
9.48709019e-02 -6.12146890e-03 -8.96923913e-03 1.53576833e-01
-9.92522952e-02 -1.26698975e-01]
[ 1.54834003e-01 -1.18678239e-01 -1.36253011e-01 1.92415038e-03
1.41002970e-01 -6.26197738e-02 -5.60033310e-02 -1.47167619e-01
1.34662627e-01 -9.05028194e-02]
[ -1.29657082e-01 1.56723802e-01 2.51534395e-01 -4.21998797e-02
2.08527819e-01 9.86026389e-02 -9.37543862e-03 -2.97709813e-01
-1.38708309e-01 -7.33133209e-02]
[ -3.46788868e-01 1.43240430e-01 1.24768767e-02 -1.98000288e-02
7.46148103e-02 -1.71748257e-01 -9.19746707e-02 2.35206582e-01
-9.13337800e-02 9.75621268e-02]
[ 1.47706650e-01 1.34069026e-01 -2.41385965e-01 -9.87560190e-02
9.56179231e-02 -2.88166341e-01 -1.18969219e-02 -1.67447204e-01
-9.83784879e-03 -1.88165250e-01]
[ 2.11023465e-01 -1.23579522e-01 6.03570748e-02 -2.23262960e-02
1.08280786e-02 -2.93364643e-02 -4.07582057e-02 -1.36590384e-01
1.09412017e-01 -1.74763555e-01]
[ -1.00759596e-01 4.07061434e-03 1.22073301e-01 1.16427407e-01
-3.69712817e-02 -1.12633489e-01 2.12409075e-01 -7.64854728e-02
1.88193743e-01 5.40280135e-03]
[ 2.70874165e-02 -8.45917606e-02 2.18738385e-01 -2.12874037e-01
5.35896724e-02 1.04667609e-01 -3.60085395e-02 -1.11793148e-01
3.92338117e-02 2.70149435e-01]]
[[ 0.32925666]
[ 0.95769429]
[ 0.1626125 ]
[ 0.45070218]
[-1.65553598]
[-0.23865824]
[-1.06922055]
[-0.02076475]
[ 0.34614547]
[ 0.54209748]]
Progress: 8.6% ... Training loss: 0.465 ... Validation loss: 0.762[[ 1.54084745e-01 2.97804666e-01 -1.18789647e-01 1.03027997e-01
-6.51820328e-01 -6.39041189e-02 -1.42896682e-01 1.26440592e-01
-9.81979253e-02 2.15488074e-01]
[ 1.97832171e-02 1.86809692e-01 -1.76931186e-02 4.52253394e-02
7.79507670e-02 -7.87428458e-03 2.82483703e-01 4.13600603e-02
1.42902343e-01 -2.14637751e-02]
[ 2.21265452e-01 4.52339247e-01 4.50688445e-02 1.77578406e-01
-1.12803775e-01 -8.42609145e-02 -6.10991821e-01 -3.23132459e-02
1.41678635e-01 4.26037108e-01]
[ -5.59437323e-02 -4.05284202e-01 -2.60141347e-01 -4.63603852e-02
2.48476787e-01 1.88232020e-01 2.57528436e-01 5.60504656e-02
-1.90474213e-02 4.18355749e-03]
[ -3.07739298e-03 2.17138339e-01 -1.47886610e-01 4.58309931e-02
1.10709617e-01 -1.77172670e-01 -1.21171310e-02 -1.19534672e-01
-1.98263867e-01 5.37640995e-02]
[ -3.51734796e-01 -2.66672238e-01 -2.89044850e-01 1.32704389e-01
1.58019358e-01 5.79053781e-02 -1.69557824e-02 -3.38917780e-02
-1.86933147e-02 2.78456888e-02]
[ -2.90583374e-03 -1.16671257e-01 1.05833223e-02 1.04107349e-01
-1.26771406e-01 -7.27684047e-02 1.48304582e-01 -1.88109909e-01
1.82806545e-01 5.10932158e-02]
[ 1.13396602e-01 -1.82965476e-01 3.04248465e-02 -6.96873639e-02
1.76749571e-01 -4.08023798e-02 3.64773933e-03 1.24283528e-01
6.25833021e-02 -7.40837120e-03]
[ -1.40682249e-01 2.31648337e-02 -2.93534048e-01 2.12659005e-02
-1.78629803e-01 5.51132875e-02 -3.31906304e-01 -2.65103824e-02
2.91144561e-01 -7.14929134e-02]
[ 4.18290375e-02 -2.08329248e-01 7.68742430e-02 -6.48519992e-04
1.92009074e-01 -8.74295806e-02 8.00674383e-03 -9.48409340e-02
-3.47906994e-02 1.32019138e-01]
[ -6.85381704e-02 1.55715547e-01 3.03680599e-03 -1.47314496e-01
-4.49572775e-02 2.21104910e-02 2.67274704e-02 -1.01476957e-01
-1.54811534e-02 -1.06824176e-01]
[ -6.28562700e-02 1.02622457e-01 -4.95413392e-02 5.12219010e-02
1.53716087e-01 7.84130034e-02 -1.40529872e-01 -1.40477277e-02
-1.20339788e-01 -1.35582342e-01]
[ -1.55517551e-01 7.46252512e-03 6.26834706e-02 2.38978096e-02
-1.77628790e-01 -2.20539039e-01 -1.82192829e-01 -1.96914999e-01
8.88733526e-02 1.76561354e-01]
[ -2.04154605e-01 -9.62614711e-02 1.24366657e-01 2.81600971e-01
-1.71206106e-01 -8.68633705e-02 -1.63845335e-01 -2.54550002e-01
-1.99150252e-01 2.44326484e-02]
[ 1.11096845e-01 -3.95356515e-02 -2.13022339e-02 1.04275768e-01
8.74488932e-03 -7.65912585e-02 1.04695143e-01 4.83718397e-03
2.04400794e-02 1.33283157e-02]
[ 2.25969455e-02 -5.87058671e-02 -2.17566058e-01 1.26468559e-01
-1.60728193e-02 9.86665396e-02 -6.10553149e-02 -1.92168683e-02
-1.13075632e-01 -2.31777063e-02]
[ -1.32457782e-01 -6.22184338e-02 -2.09054872e-01 1.43013669e-01
-9.81691057e-03 1.40233629e-01 2.64255218e-02 -2.50125372e-01
5.50672248e-02 -2.14585829e-01]
[ -6.96348694e-02 -2.52170430e-02 2.76980655e-01 1.01990533e-01
9.98570281e-02 -6.28049665e-02 -1.44306323e-01 1.21627809e-01
7.00746474e-02 3.87306592e-02]
[ 5.96486788e-02 2.99831677e-02 9.13161089e-02 1.02808910e-01
2.77159857e-02 -2.62268966e-02 2.20372377e-01 1.19682458e-01
-2.90102451e-02 -4.66471100e-02]
[ 4.42344036e-03 -1.46140920e-01 -2.90853228e-01 -4.90678635e-02
2.51316467e-01 -9.08236146e-02 1.68406726e-01 1.64037073e-01
1.04592821e-01 -2.84287437e-02]
[ 4.84080832e-02 1.92722807e-02 -1.21937683e-01 3.52515649e-02
-7.15469174e-02 3.29860783e-01 2.45893286e-01 2.06322019e-01
-1.73531803e-01 -5.69418441e-02]
[ 1.55273157e-02 7.52693929e-03 1.25214172e-01 1.19416727e-01
-6.36905533e-02 1.04017378e-01 -2.32240536e-01 -3.88257390e-02
2.16555508e-01 1.02324512e-01]
[ 1.07751318e-01 8.47776702e-02 -4.99489538e-02 -1.05276493e-01
-1.17512102e-01 -3.29897551e-01 9.63764455e-02 8.47703877e-03
1.40811623e-01 9.07174462e-02]
[ -9.75561374e-02 2.43169324e-02 -1.50087362e-02 2.35929609e-02
8.52104444e-03 -2.02584273e-01 -9.38339960e-02 -1.94307541e-02
1.48816360e-02 1.30614027e-01]
[ -1.27628827e-01 -7.13131001e-03 -1.89670993e-01 1.88902684e-02
-3.19762554e-01 -1.23266702e-02 -6.77109278e-02 -2.23179535e-02
2.11090506e-02 8.93003525e-02]
[ 2.70295228e-02 1.01057041e-01 -4.65522443e-02 -4.61556351e-02
2.63818384e-01 2.44382535e-01 3.53302729e-01 1.13888773e-01
-1.19427200e-01 -2.80733551e-01]
[ 5.18000619e-02 -1.54290206e-01 4.01837649e-03 2.45563994e-02
3.47014204e-01 6.31653372e-02 2.78610468e-01 9.23801091e-02
1.01903265e-01 -2.69674535e-01]
[ 6.66457557e-02 -2.36689859e-01 -1.57537849e-02 -2.84495941e-02
4.20931796e-01 -6.97310346e-03 2.78932640e-01 4.92110702e-02
-3.01395068e-01 -1.28028847e-01]
[ -8.75042397e-02 -3.47434334e-01 2.98126353e-02 -8.88876046e-02
4.04223653e-01 -1.33689106e-01 3.53366770e-01 -8.11465181e-02
1.85935460e-02 1.95218430e-01]
[ -2.21858889e-01 -1.83623541e-01 8.63678434e-02 4.13427392e-02
6.48539447e-01 1.08276969e-01 1.92125553e-01 4.88943664e-02
-2.11736171e-02 -4.00648298e-02]
[ -9.93433325e-02 -2.62204602e-03 2.98711576e-01 -1.00518609e-01
2.08433987e-01 -9.79704118e-02 3.68617414e-01 1.54781205e-02
-1.46647328e-01 1.18942877e-01]
[ -6.93285390e-02 -4.99574403e-02 -1.52520566e-01 -1.88308021e-02
2.26497271e-01 -2.59653122e-01 -5.47526934e-03 1.71350969e-01
5.23494290e-02 -3.22302779e-02]
[ 9.54945223e-02 1.82137131e-01 1.55329412e-01 -1.17230484e-01
1.19630983e-02 6.18835666e-02 -8.35297670e-02 2.85470896e-01
5.39787442e-02 1.41926456e-01]
[ 2.88690100e-01 1.50482631e-01 -1.12916888e-01 2.32799290e-01
-6.90426285e-01 -2.54341846e-01 -2.90117787e-01 1.78708964e-01
3.15402795e-01 -1.37749517e-01]
[ 4.78565969e-02 1.46605879e-01 2.52334728e-01 2.51692664e-01
-5.51889842e-02 -1.93510390e-01 -1.72275534e-01 -1.31483665e-01
-1.38961792e-01 -2.84996007e-01]
[ 4.30725592e-02 2.00142331e-03 -1.08322400e-01 -2.58172119e-02
1.65822343e-01 3.21808097e-02 -6.24233853e-02 -1.83370997e-01
5.66711697e-02 2.37629668e-01]
[ -1.09254785e-02 -8.36356911e-02 -7.13400240e-02 -6.71557875e-02
3.97663176e-02 -1.67694878e-01 1.20748368e-01 9.78761536e-03
2.55914263e-02 -7.38833906e-03]
[ 8.75754559e-03 7.95408008e-03 2.35902299e-01 4.53235475e-02
-1.36353735e-01 -1.21647158e-01 1.77515954e-01 3.97039771e-02
-2.08484564e-01 8.34262708e-02]
[ 4.00470706e-02 -5.61044966e-02 9.36195407e-02 -3.77844285e-02
-9.62173747e-02 8.77783050e-02 1.60353482e-01 -2.71441156e-01
-5.17087707e-02 -1.33042170e-01]
[ -3.62787331e-02 1.42118274e-02 7.31357547e-02 -6.61003943e-02
8.26343747e-02 1.95733716e-01 1.72330511e-01 1.17850041e-01
-4.85724330e-02 1.43299547e-01]
[ 2.22310500e-01 5.58055432e-02 3.00383886e-02 8.38958878e-02
4.79783006e-02 -2.19761721e-02 -1.53187762e-01 1.47932972e-01
-5.21148192e-02 -1.37322560e-02]
[ -1.67551825e-02 -1.74766847e-01 -1.14476615e-02 -4.48704376e-02
-1.40782567e-01 -8.98855033e-02 -4.28252685e-02 4.06968848e-02
5.59599825e-02 1.12034182e-01]
[ -9.54384412e-02 2.88051825e-01 5.26059780e-02 2.20390262e-01
-5.26769762e-01 -2.36936277e-01 -3.52502517e-01 -7.43837224e-02
1.30031614e-01 1.44217740e-01]
[ 6.98954208e-02 2.99950156e-01 6.33676238e-03 2.59599377e-01
-3.48765204e-01 -1.97562107e-02 -1.88658823e-01 1.50139464e-01
7.27141377e-02 3.43718253e-01]
[ 2.17745628e-01 1.85259310e-01 2.22868650e-01 7.32880823e-02
-1.75252535e-01 1.09401536e-01 -8.04665399e-02 1.62942499e-01
1.83641588e-01 6.66125735e-03]
[ -9.68592120e-02 1.53416770e-01 2.29887116e-01 -2.05477781e-02
8.06410372e-02 1.45671681e-01 -2.50970601e-02 -1.49312018e-02
-6.18133666e-02 1.44369897e-02]
[ -1.03536981e-01 -2.45868890e-02 2.18238296e-02 8.11802834e-02
-1.43908876e-02 1.21393052e-01 2.77780753e-01 2.05613602e-02
-2.84014811e-01 -1.04646521e-01]
[ -1.91155423e-01 5.95814620e-02 -7.94138311e-02 -3.04086560e-01
4.99167709e-02 1.04493389e-01 1.69182008e-02 1.03749137e-01
-1.77663529e-01 7.43280168e-02]
[ 6.94415252e-02 -2.01516607e-01 -9.80988839e-02 -7.66264087e-02
9.64759763e-02 -5.88609810e-03 -7.97949041e-03 1.53597141e-01
-9.95776288e-02 -1.27204221e-01]
[ 1.54796468e-01 -1.18517164e-01 -1.36265132e-01 1.95617464e-03
1.41253108e-01 -6.26574543e-02 -5.53996038e-02 -1.47171141e-01
1.34641330e-01 -9.04470888e-02]
[ -1.29659529e-01 1.56575208e-01 2.51538573e-01 -4.21938044e-02
2.08654370e-01 9.86047321e-02 -9.33553651e-03 -2.97710088e-01
-1.38695168e-01 -7.33104101e-02]
[ -3.47350469e-01 1.41692794e-01 1.21884383e-02 -2.05959974e-02
7.73506736e-02 -1.71332663e-01 -9.00978007e-02 2.35241672e-01
-9.19353890e-02 9.66522375e-02]
[ 1.47646855e-01 1.34040691e-01 -2.41434389e-01 -9.88784645e-02
9.59614174e-02 -2.88111195e-01 -1.17230911e-02 -1.67441964e-01
-9.97158001e-03 -1.88260039e-01]
[ 2.11761922e-01 -1.21586295e-01 6.07954082e-02 -2.11732051e-02
7.22646627e-03 -2.98772486e-02 -4.28519471e-02 -1.36644708e-01
1.10312344e-01 -1.73458708e-01]
[ -1.00142695e-01 5.55137211e-03 1.22400156e-01 1.17208042e-01
-3.94796382e-02 -1.13080606e-01 2.10798380e-01 -7.65264099e-02
1.88875789e-01 6.20077452e-03]
[ 2.76057795e-02 -8.34521545e-02 2.19007484e-01 -2.12104419e-01
5.09359830e-02 1.04295121e-01 -3.74667538e-02 -1.11827740e-01
3.98290643e-02 2.71024220e-01]]
[[ 0.34251897]
[ 0.97007559]
[ 0.17047133]
[ 0.4633192 ]
[-1.65357517]
[-0.23153489]
[-1.06718637]
[-0.01221984]
[ 0.35731956]
[ 0.55419454]]
Progress: 8.6% ... Training loss: 0.464 ... Validation loss: 0.752[[ 1.53976674e-01 2.97077810e-01 -1.18783017e-01 1.02902574e-01
-6.49405903e-01 -6.38273667e-02 -1.41799242e-01 1.26440861e-01
-9.81561820e-02 2.15047597e-01]
[ 1.93092884e-02 1.85523673e-01 -1.79339011e-02 4.45972470e-02
8.02686730e-02 -7.56071207e-03 2.83963396e-01 4.13763044e-02
1.42448641e-01 -2.22430139e-02]
[ 2.22365490e-01 4.55008738e-01 4.56337914e-02 1.79016954e-01
-1.16497049e-01 -8.49180371e-02 -6.13509725e-01 -3.23509337e-02
1.42779281e-01 4.27439590e-01]
[ -5.78753311e-02 -4.09006730e-01 -2.60984287e-01 -4.87994820e-02
2.54039881e-01 1.89400284e-01 2.62107411e-01 5.61218052e-02
-2.09096127e-02 1.48268105e-03]
[ -3.27497024e-03 2.16717043e-01 -1.47958872e-01 4.56465116e-02
1.11451034e-01 -1.77163148e-01 -1.22925906e-02 -1.19534898e-01
-1.98437238e-01 5.36636292e-02]
[ -3.52550072e-01 -2.69015719e-01 -2.89451524e-01 1.31589876e-01
1.62113431e-01 5.84306513e-02 -1.44171013e-02 -3.38642921e-02
-1.95020933e-02 2.64978734e-02]
[ -1.39266864e-03 -1.12660715e-01 1.13231938e-02 1.06099030e-01
-1.32706050e-01 -7.37420533e-02 1.44046416e-01 -1.88166345e-01
1.84407686e-01 5.32869401e-02]
[ 1.12747792e-01 -1.84972291e-01 3.01067668e-02 -7.05864304e-02
1.80247808e-01 -4.03491832e-02 6.06820680e-03 1.24306730e-01
6.18899710e-02 -8.61535638e-03]
[ -1.41752461e-01 2.03153283e-02 -2.94036924e-01 1.98288330e-02
-1.73629461e-01 5.58110299e-02 -3.28665466e-01 -2.64724556e-02
2.90090609e-01 -7.32257056e-02]
[ 4.30948766e-02 -2.04816583e-01 7.74936895e-02 1.04930813e-03
1.87210653e-01 -8.83047474e-02 4.71055196e-03 -9.48873753e-02
-3.33415493e-02 1.33702903e-01]
[ -6.98206403e-02 1.51710594e-01 2.42661702e-03 -1.49104997e-01
-3.82766228e-02 2.30198355e-02 3.10367908e-02 -1.01433519e-01
-1.68251823e-02 -1.09005081e-01]
[ -6.38607722e-02 9.99254860e-02 -5.00383551e-02 4.98556080e-02
1.58491860e-01 7.90813893e-02 -1.37601180e-01 -1.40125450e-02
-1.21399829e-01 -1.37179071e-01]
[ -1.55517551e-01 7.46252512e-03 6.26834706e-02 2.38978096e-02
-1.77628790e-01 -2.20539039e-01 -1.82192829e-01 -1.96914999e-01
8.88733526e-02 1.76561354e-01]
[ -2.04371960e-01 -9.68485562e-02 1.24270442e-01 2.81306290e-01
-1.70087566e-01 -8.67337187e-02 -1.63181371e-01 -2.54543358e-01
-1.99321665e-01 2.40733230e-02]
[ 1.11003846e-01 -3.98730644e-02 -2.13524763e-02 1.04151316e-01
9.34350274e-03 -7.65440265e-02 1.05067497e-01 4.84017807e-03
2.03535382e-02 1.31737715e-02]
[ 2.25814551e-02 -5.87116103e-02 -2.17579651e-01 1.26428949e-01
-1.56262038e-02 9.86852285e-02 -6.10019807e-02 -1.92168145e-02
-1.13101333e-01 -2.32296439e-02]
[ -1.32217423e-01 -6.19460183e-02 -2.08940835e-01 1.43268833e-01
-1.01904520e-02 1.40105340e-01 2.60025955e-02 -2.50135391e-01
5.53090133e-02 -2.14277670e-01]
[ -6.90319229e-02 -2.32962629e-02 2.77260240e-01 1.02825794e-01
9.70723230e-02 -6.31987505e-02 -1.46058602e-01 1.21605868e-01
7.07098302e-02 3.96024357e-02]
[ 5.96161541e-02 2.99389157e-02 9.13084305e-02 1.02761261e-01
2.78987736e-02 -2.62180495e-02 2.20303892e-01 1.19683357e-01
-2.90414191e-02 -4.67101333e-02]
[ 4.51865049e-03 -1.46275464e-01 -2.90795738e-01 -4.89489561e-02
2.51312484e-01 -9.08433754e-02 1.68636371e-01 1.64032635e-01
1.04679007e-01 -2.83930774e-02]
[ 4.85013917e-02 1.95252913e-02 -1.21886598e-01 3.54027482e-02
-7.19267733e-02 3.29779040e-01 2.45662104e-01 2.06319492e-01
-1.73418781e-01 -5.69073381e-02]
[ 1.42806452e-02 4.21888053e-03 1.24601650e-01 1.17711394e-01
-5.79193105e-02 1.04834758e-01 -2.28480510e-01 -3.87813888e-02
2.15277228e-01 1.00356253e-01]
[ 1.07438943e-01 8.39054031e-02 -5.00922130e-02 -1.05695851e-01
-1.16062114e-01 -3.29684870e-01 9.73435365e-02 8.48809335e-03
1.40516165e-01 9.02119050e-02]
[ -9.77542382e-02 2.38034989e-02 -1.51049916e-02 2.33273313e-02
9.42024111e-03 -2.02456267e-01 -9.32837811e-02 -1.94238891e-02
1.46862547e-02 1.30309761e-01]
[ -1.27566269e-01 -6.96397888e-03 -1.89641182e-01 1.89674990e-02
-3.20029445e-01 -1.23630168e-02 -6.78908650e-02 -2.23197078e-02
2.11619006e-02 8.93632735e-02]
[ 2.66154501e-02 9.98834287e-02 -4.67522038e-02 -4.67212881e-02
2.65783490e-01 2.44667365e-01 3.54573276e-01 1.13903715e-01
-1.19850546e-01 -2.81409282e-01]
[ 5.15035808e-02 -1.55096545e-01 3.88066329e-03 2.41563460e-02
3.48475416e-01 6.33665409e-02 2.79534357e-01 9.23905446e-02
1.01597818e-01 -2.70154804e-01]
[ 6.60872016e-02 -2.38388985e-01 -1.60309959e-02 -2.92092818e-02
4.23668572e-01 -6.59886973e-03 2.80807981e-01 4.92300654e-02
-3.01942245e-01 -1.28942704e-01]
[ -8.80405196e-02 -3.48851140e-01 2.95422533e-02 -8.96236864e-02
4.06726145e-01 -1.33327218e-01 3.54999687e-01 -8.11281670e-02
1.80374208e-02 1.94352334e-01]
[ -2.22663685e-01 -1.85798953e-01 8.59829254e-02 4.02619721e-02
6.52149496e-01 1.08816854e-01 1.94627316e-01 4.89230170e-02
-2.19841894e-02 -4.13552541e-02]
[ -1.00076381e-01 -4.45398061e-03 2.98344168e-01 -1.01519035e-01
2.11830156e-01 -9.74823617e-02 3.70821767e-01 1.55032797e-02
-1.47372512e-01 1.17775043e-01]
[ -6.95043748e-02 -5.04277094e-02 -1.52608764e-01 -1.90728032e-02
2.27368541e-01 -2.59530906e-01 -4.91323655e-03 1.71357489e-01
5.21604201e-02 -3.25167763e-02]
[ 9.57814761e-02 1.82915781e-01 1.55475280e-01 -1.16822305e-01
1.05125057e-02 6.16828663e-02 -8.44416389e-02 2.85460368e-01
5.42897888e-02 1.42376650e-01]
[ 2.88995627e-01 1.51293472e-01 -1.12771004e-01 2.33222627e-01
-6.91881447e-01 -2.54555774e-01 -2.91051743e-01 1.78697995e-01
3.15711743e-01 -1.37272773e-01]
[ 4.80176643e-02 1.47058853e-01 2.52424639e-01 2.51929792e-01
-5.60283616e-02 -1.93630197e-01 -1.72810154e-01 -1.31489819e-01
-1.38777869e-01 -2.84743149e-01]
[ 4.25442991e-02 6.27498541e-04 -1.08596676e-01 -2.65597088e-02
1.68458189e-01 3.25475879e-02 -6.09718862e-02 -1.83352330e-01
5.60903868e-02 2.36787311e-01]
[ -1.09295891e-02 -8.34714790e-02 -7.13444385e-02 -6.71503293e-02
3.98725522e-02 -1.67708911e-01 1.20712609e-01 9.78774809e-03
2.55861737e-02 -7.41000502e-03]
[ 8.73132268e-03 7.91127983e-03 2.35887614e-01 4.52635529e-02
-1.36180788e-01 -1.21631262e-01 1.77629758e-01 3.97047769e-02
-2.08501843e-01 8.33506292e-02]
[ 4.01665292e-02 -5.57000530e-02 9.36577622e-02 -3.76330727e-02
-9.67478664e-02 8.76946944e-02 1.59951539e-01 -2.71444809e-01
-5.16139241e-02 -1.32882430e-01]
[ -3.57598351e-02 1.55083219e-02 7.33901006e-02 -6.54002197e-02
8.05056877e-02 1.95374746e-01 1.70941887e-01 1.17831153e-01
-4.80402975e-02 1.44005598e-01]
[ 2.22088865e-01 5.53367887e-02 2.99241558e-02 8.36130648e-02
4.89909028e-02 -2.18447596e-02 -1.52686636e-01 1.47941278e-01
-5.23558586e-02 -1.40168473e-02]
[ -1.65114327e-02 -1.74066297e-01 -1.13185075e-02 -4.45107834e-02
-1.42051412e-01 -9.00490419e-02 -4.34267865e-02 4.06873397e-02
5.62308462e-02 1.12361767e-01]
[ -9.39640773e-02 2.91209628e-01 5.33380506e-02 2.22271496e-01
-5.31973490e-01 -2.37807703e-01 -3.55989013e-01 -7.44356254e-02
1.31542575e-01 1.46370068e-01]
[ 7.01703799e-02 3.00806854e-01 6.48861045e-03 2.59977782e-01
-3.50111800e-01 -1.99610868e-02 -1.89598434e-01 1.50128686e-01
7.30257120e-02 3.44169813e-01]
[ 2.18043226e-01 1.86044514e-01 2.23030738e-01 7.37185415e-02
-1.76792657e-01 1.09179523e-01 -8.13448654e-02 1.62932046e-01
1.83983340e-01 7.08817044e-03]
[ -9.66869917e-02 1.53891583e-01 2.29967874e-01 -2.03157894e-02
7.99287266e-02 1.45557043e-01 -2.56127019e-02 -1.49375359e-02
-6.16305589e-02 1.46976655e-02]
[ -1.03442219e-01 -2.43721993e-02 2.18757352e-02 8.13090100e-02
-1.48239522e-02 1.21322436e-01 2.77463797e-01 2.05577382e-02
-2.83909016e-01 -1.04473380e-01]
[ -1.91363199e-01 5.90016315e-02 -7.95159626e-02 -3.04370788e-01
5.08555685e-02 1.04633734e-01 1.75450985e-02 1.03756651e-01
-1.77873448e-01 7.40344930e-02]
[ 6.89779073e-02 -2.02764429e-01 -9.83331691e-02 -7.72672626e-02
9.86334585e-02 -5.57211933e-03 -6.75651863e-03 1.53613674e-01
-1.00076068e-01 -1.27937391e-01]
[ 1.55181492e-01 -1.17418771e-01 -1.36050516e-01 2.51596726e-03
1.39438318e-01 -6.29329259e-02 -5.61667745e-02 -1.47186781e-01
1.35106900e-01 -8.99261230e-02]
[ -1.30113160e-01 1.55432159e-01 2.51310630e-01 -4.27654220e-02
2.10773554e-01 9.88754090e-02 -7.96155055e-03 -2.97695053e-01
-1.39116145e-01 -7.40561269e-02]
[ -3.47118118e-01 1.42173912e-01 1.23216774e-02 -2.03103549e-02
7.69112314e-02 -1.71491986e-01 -9.08291177e-02 2.35233327e-01
-9.16653369e-02 9.70192798e-02]
[ 1.47036510e-01 1.32250899e-01 -2.41736444e-01 -9.98502744e-02
9.94680028e-02 -2.87610399e-01 -9.72658807e-03 -1.67417634e-01
-1.06646690e-02 -1.89339296e-01]
[ 2.11225070e-01 -1.22942234e-01 6.05342975e-02 -2.19034693e-02
9.72327759e-03 -2.95399381e-02 -4.14389123e-02 -1.36628541e-01
1.09784659e-01 -1.74314438e-01]
[ -1.00286168e-01 4.62756748e-03 1.22330002e-01 1.16992020e-01
-3.82214722e-02 -1.12938947e-01 2.11722661e-01 -7.65217491e-02
1.88700356e-01 5.89691824e-03]
[ 2.77115718e-02 -8.30083398e-02 2.19033135e-01 -2.11919105e-01
5.04674764e-02 1.04182036e-01 -3.77342503e-02 -1.11831769e-01
3.99557059e-02 2.71026903e-01]]
[[ 0.33957999]
[ 0.96917525]
[ 0.16864127]
[ 0.4609562 ]
[-1.66806885]
[-0.23987169]
[-1.07816681]
[-0.01786148]
[ 0.35376755]
[ 0.55281749]]
Progress: 8.7% ... Training loss: 0.461 ... Validation loss: 0.750[[ 1.53953056e-01 2.96871334e-01 -1.18787112e-01 1.02793833e-01
-6.47873635e-01 -6.38323106e-02 -1.40802483e-01 1.26436114e-01
-9.82433083e-02 2.14865860e-01]
[ 1.91830053e-02 1.85076640e-01 -1.80030831e-02 4.44145402e-02
8.10017543e-02 -7.46363461e-03 2.84357856e-01 4.13832052e-02
1.42304642e-01 -2.24296100e-02]
[ 2.21756796e-01 4.54199017e-01 4.53351763e-02 1.78019574e-01
-1.13169483e-01 -8.44365049e-02 -6.10576518e-01 -3.23135876e-02
1.41948331e-01 4.26292332e-01]
[ -5.83745471e-02 -4.10439299e-01 -2.61183370e-01 -4.93644421e-02
2.55556731e-01 1.89671762e-01 2.63712742e-01 5.61513047e-02
-2.13348539e-02 1.01737143e-03]
[ -2.72607899e-03 2.18321867e-01 -1.47652371e-01 4.63824502e-02
1.08743667e-01 -1.77546810e-01 -1.48624258e-02 -1.19560187e-01
-1.97775343e-01 5.48689616e-02]
[ -3.51964976e-01 -2.67962902e-01 -2.89174027e-01 1.32340810e-01
1.59530949e-01 5.80245081e-02 -1.60974712e-02 -3.38972315e-02
-1.88890183e-02 2.73989466e-02]
[ -1.79965507e-03 -1.13837000e-01 1.10897565e-02 1.05491474e-01
-1.30126563e-01 -7.34363677e-02 1.45891390e-01 -1.88141457e-01
1.83990015e-01 5.24498367e-02]
[ 1.12109944e-01 -1.86620408e-01 2.97975895e-02 -7.15341441e-02
1.83244666e-01 -3.99028189e-02 8.31391807e-03 1.24339134e-01
6.11833373e-02 -9.61946668e-03]
[ -1.40781263e-01 2.30611449e-02 -2.93507143e-01 2.11666818e-02
-1.78191148e-01 5.51303997e-02 -3.30754441e-01 -2.65252996e-02
2.90979929e-01 -7.17581342e-02]
[ 4.42303794e-02 -2.02299259e-01 7.80356116e-02 2.43703169e-03
1.82838321e-01 -8.90813650e-02 3.09115542e-03 -9.49485421e-02
-3.23101518e-02 1.35127177e-01]
[ -7.03434177e-02 1.50469794e-01 2.19465158e-03 -1.49803372e-01
-3.59894348e-02 2.33840669e-02 3.26085472e-02 -1.01406780e-01
-1.73611857e-02 -1.09714091e-01]
[ -6.39620372e-02 9.96231942e-02 -5.00836475e-02 4.96997715e-02
1.59009180e-01 7.91590518e-02 -1.37232199e-01 -1.40066086e-02
-1.21517133e-01 -1.37366904e-01]
[ -1.55517551e-01 7.46252512e-03 6.26834706e-02 2.38978096e-02
-1.77628790e-01 -2.20539039e-01 -1.82192829e-01 -1.96914999e-01
8.88733526e-02 1.76561354e-01]
[ -2.03947482e-01 -9.60004368e-02 1.24464760e-01 2.81838898e-01
-1.71820780e-01 -8.70226293e-02 -1.64495415e-01 -2.54566019e-01
-1.98882958e-01 2.47135209e-02]
[ 1.10973636e-01 -4.01898887e-02 -2.13684055e-02 1.04108300e-01
9.41025478e-03 -7.65244230e-02 1.05319530e-01 4.84092738e-03
2.03276992e-02 1.31160716e-02]
[ 2.26553802e-02 -5.85143809e-02 -2.17539990e-01 1.26537777e-01
-1.60382337e-02 9.86254547e-02 -6.13112670e-02 -1.92217584e-02
-1.13015160e-01 -2.31045370e-02]
[ -1.32087447e-01 -6.16402439e-02 -2.08881085e-01 1.43444769e-01
-1.08005713e-02 1.40017244e-01 2.56903158e-02 -2.50139530e-01
5.54475324e-02 -2.14096638e-01]
[ -6.88530379e-02 -2.28892182e-02 2.77350722e-01 1.03039853e-01
9.66103859e-02 -6.33243779e-02 -1.46193692e-01 1.21595412e-01
7.08946468e-02 3.98326025e-02]
[ 5.87992402e-02 2.76427658e-02 9.08754884e-02 1.01602548e-01
3.21733269e-02 -2.56226735e-02 2.23041562e-01 1.19728085e-01
-2.98982852e-02 -4.81379444e-02]
[ 4.11356303e-03 -1.47319627e-01 -2.90999671e-01 -4.95205822e-02
2.52957443e-01 -9.05600713e-02 1.69783735e-01 1.64054555e-01
1.04241518e-01 -2.90131297e-02]
[ 4.81341597e-02 1.84640463e-02 -1.22077031e-01 3.48735936e-02
-7.01014247e-02 3.30041799e-01 2.46849367e-01 2.06339407e-01
-1.73820120e-01 -5.75229529e-02]
[ 1.58610854e-02 8.83869900e-03 1.25415571e-01 1.19845134e-01
-6.52439406e-02 1.03721387e-01 -2.32254636e-01 -3.88676390e-02
2.16794871e-01 1.02817041e-01]
[ 1.07264030e-01 8.34295426e-02 -5.01562458e-02 -1.05910684e-01
-1.15286041e-01 -3.29562359e-01 9.79238755e-02 8.49697357e-03
1.40339889e-01 8.99545355e-02]
[ -9.77579977e-02 2.38609676e-02 -1.51016793e-02 2.33379492e-02
9.35810925e-03 -2.02464910e-01 -9.33185087e-02 -1.94246338e-02
1.47008526e-02 1.30326587e-01]
[ -1.27644397e-01 -7.23096010e-03 -1.89670692e-01 1.88425660e-02
-3.19580894e-01 -1.22968715e-02 -6.75946386e-02 -2.23151990e-02
2.10573418e-02 8.92151342e-02]
[ 2.64678438e-02 9.94118961e-02 -4.68204390e-02 -4.69233214e-02
2.66542226e-01 2.44779496e-01 3.55124179e-01 1.13911626e-01
-1.20004234e-01 -2.81658920e-01]
[ 5.13421010e-02 -1.55553131e-01 3.79604752e-03 2.39262737e-02
3.49247790e-01 6.34864821e-02 2.80029998e-01 9.23993273e-02
1.01431265e-01 -2.70419312e-01]
[ 6.57285485e-02 -2.39365035e-01 -1.62100228e-02 -2.96947173e-02
4.25422992e-01 -6.34867700e-03 2.81897041e-01 4.92485460e-02
-3.02310619e-01 -1.29511454e-01]
[ -8.88037585e-02 -3.50918707e-01 2.91596914e-02 -9.06664508e-02
4.10382699e-01 -1.32800099e-01 3.57369055e-01 -8.10882713e-02
1.72465644e-02 1.93210565e-01]
[ -2.23254178e-01 -1.87491611e-01 8.56828143e-02 3.94385537e-02
6.54669087e-01 1.09233465e-01 1.96491992e-01 4.89548842e-02
-2.26064245e-02 -4.23046623e-02]
[ -1.00427406e-01 -5.38905568e-03 2.98184107e-01 -1.01987951e-01
2.13430354e-01 -9.72377188e-02 3.71923197e-01 1.55218558e-02
-1.47733271e-01 1.17216510e-01]
[ -7.01497869e-02 -5.22450411e-02 -1.52934545e-01 -1.99564948e-02
2.30636964e-01 -2.59081622e-01 -2.84106963e-03 1.71392032e-01
5.14834710e-02 -3.35424417e-02]
[ 9.58226567e-02 1.83083808e-01 1.55497770e-01 -1.16760345e-01
1.03240320e-02 6.16519918e-02 -8.44741232e-02 2.85457828e-01
5.43294101e-02 1.42474047e-01]
[ 2.89565693e-01 1.52417101e-01 -1.12510926e-01 2.33957321e-01
-6.94437223e-01 -2.54945858e-01 -2.92575302e-01 1.78669548e-01
3.16310737e-01 -1.36426817e-01]
[ 4.81840839e-02 1.47453014e-01 2.52503551e-01 2.52156519e-01
-5.68117171e-02 -1.93750744e-01 -1.73340162e-01 -1.31498677e-01
-1.38601533e-01 -2.84495509e-01]
[ 4.22738462e-02 -2.42311426e-05 -1.08715367e-01 -2.69032728e-02
1.69679019e-01 3.27249386e-02 -6.02435650e-02 -1.83339493e-01
5.58206219e-02 2.36401167e-01]
[ -1.11323091e-02 -8.41370236e-02 -7.14523465e-02 -6.74674239e-02
4.09366337e-02 -1.67545815e-01 1.21447747e-01 9.79992117e-03
2.53424737e-02 -7.79512056e-03]
[ 8.28252328e-03 6.90797836e-03 2.35674594e-01 4.46522090e-02
-1.34144596e-01 -1.21316698e-01 1.78932897e-01 3.97284296e-02
-2.08980526e-01 8.26752128e-02]
[ 4.03924401e-02 -5.50022049e-02 9.37607596e-02 -3.73523011e-02
-9.78492788e-02 8.75414580e-02 1.59158338e-01 -2.71452956e-01
-5.13998151e-02 -1.32503512e-01]
[ -3.56319534e-02 1.58328927e-02 7.34418300e-02 -6.52412269e-02
7.99333045e-02 1.95279840e-01 1.70490821e-01 1.17824270e-01
-4.79264906e-02 1.44226683e-01]
[ 2.22481043e-01 5.64435785e-02 3.01267452e-02 8.41689947e-02
4.69909936e-02 -2.21194693e-02 -1.53742226e-01 1.47919772e-01
-5.19636985e-02 -1.33810993e-02]
[ -1.60198654e-02 -1.72749781e-01 -1.10697540e-02 -4.38614346e-02
-1.44203994e-01 -9.03894134e-02 -4.44472632e-02 4.06623281e-02
5.66586994e-02 1.13093884e-01]
[ -9.30248454e-02 2.93514242e-01 5.37824141e-02 2.23431779e-01
-5.35263008e-01 -2.38410104e-01 -3.58218398e-01 -7.44857530e-02
1.32477848e-01 1.47561246e-01]
[ 7.10372129e-02 3.03193012e-01 6.94035744e-03 2.61144640e-01
-3.54434520e-01 -2.05676662e-02 -1.92004171e-01 1.50080526e-01
7.39269233e-02 3.45452018e-01]
[ 2.18420229e-01 1.87310509e-01 2.23241072e-01 7.43144801e-02
-1.78833076e-01 1.08863324e-01 -8.25398984e-02 1.62908550e-01
1.84414067e-01 7.77203491e-03]
[ -9.65476253e-02 1.54294637e-01 2.30045933e-01 -2.00990317e-02
7.91923564e-02 1.45449411e-01 -2.60435374e-02 -1.49459998e-02
-6.14610317e-02 1.49284963e-02]
[ -1.03069682e-01 -2.33789830e-02 2.20587942e-02 8.18142789e-02
-1.65811015e-02 1.21058922e-01 2.76278720e-01 2.05383005e-02
-2.83523376e-01 -1.03871496e-01]
[ -1.91475751e-01 5.86520932e-02 -7.95705055e-02 -3.04532935e-01
5.14029859e-02 1.04717994e-01 1.79379649e-02 1.03762439e-01
-1.77987555e-01 7.38634449e-02]
[ 6.88316259e-02 -2.03187864e-01 -9.84090644e-02 -7.74767987e-02
9.93668867e-02 -5.46497940e-03 -6.28543473e-03 1.53621750e-01
-1.00237568e-01 -1.28182789e-01]
[ 1.55726714e-01 -1.16033720e-01 -1.35771931e-01 3.26127968e-03
1.36851716e-01 -6.33079940e-02 -5.69840243e-02 -1.47216617e-01
1.35631758e-01 -8.92312329e-02]
[ -1.30808916e-01 1.53774081e-01 2.50954355e-01 -4.37886462e-02
2.14207423e-01 9.93927476e-02 -5.78535648e-03 -2.97656630e-01
-1.39926842e-01 -7.51856757e-02]
[ -3.47038542e-01 1.42406373e-01 1.23729817e-02 -2.02223133e-02
7.67216206e-02 -1.71552639e-01 -9.08677399e-02 2.35227690e-01
-9.16098922e-02 9.72126910e-02]
[ 1.46485185e-01 1.30684561e-01 -2.42000380e-01 -1.00627759e-01
1.02029554e-01 -2.87212922e-01 -7.92819959e-03 -1.67387786e-01
-1.12437854e-02 -1.90256237e-01]
[ 2.11579153e-01 -1.22101668e-01 6.07095588e-02 -2.14216501e-02
8.11852686e-03 -2.98327345e-02 -4.26047763e-02 -1.36649117e-01
1.10151184e-01 -1.73727196e-01]
[ -9.97780579e-02 5.64538761e-03 1.22587379e-01 1.17644460e-01
-4.03836632e-02 -1.13275034e-01 2.10596812e-01 -7.65501008e-02
1.89250076e-01 6.55196157e-03]
[ 2.79831227e-02 -8.22855911e-02 2.19155481e-01 -2.11552497e-01
4.94473857e-02 1.03997101e-01 -3.82399076e-02 -1.11844131e-01
4.02270600e-02 2.71470237e-01]]
[[ 0.34284775]
[ 0.9744623 ]
[ 0.17223027]
[ 0.46799944]
[-1.6725447 ]
[-0.23661029]
[-1.08146949]
[-0.01556826]
[ 0.36014997]
[ 0.55743045]]
Progress: 8.7% ... Training loss: 0.460 ... Validation loss: 0.745[[ 1.53814843e-01 2.95451846e-01 -1.18851088e-01 1.02536569e-01
-6.45096474e-01 -6.37961038e-02 -1.38949336e-01 1.26442133e-01
-9.83448114e-02 2.13980059e-01]
[ 1.98701780e-02 1.86732265e-01 -1.76555573e-02 4.53821689e-02
7.75629349e-02 -7.95794318e-03 2.82312664e-01 4.13516370e-02
1.43036060e-01 -2.14060418e-02]
[ 2.23361767e-01 4.58119408e-01 4.60910255e-02 1.79832987e-01
-1.18607263e-01 -8.53789365e-02 -6.13572323e-01 -3.23774241e-02
1.43386399e-01 4.27958723e-01]
[ -5.89018118e-02 -4.11677203e-01 -2.61333862e-01 -4.97858140e-02
2.55525249e-01 1.90027192e-01 2.64105660e-01 5.61708437e-02
-2.18256351e-02 9.27475586e-04]
[ -3.66003128e-03 2.15562931e-01 -1.48158386e-01 4.48140193e-02
1.14811789e-01 -1.76865682e-01 -1.12913148e-02 -1.19507623e-01
-1.98770081e-01 5.30454167e-02]
[ -3.51256162e-01 -2.66733967e-01 -2.88814137e-01 1.33479557e-01
1.56072544e-01 5.74591879e-02 -1.79221406e-02 -3.39346268e-02
-1.80033342e-02 2.84759784e-02]
[ -2.41054275e-03 -1.16153864e-01 1.07648590e-02 1.04548744e-01
-1.26276487e-01 -7.30204339e-02 1.48491696e-01 -1.88111794e-01
1.83324195e-01 5.11164892e-02]
[ 1.12775153e-01 -1.85246616e-01 3.01591093e-02 -7.05633076e-02
1.80165606e-01 -4.04245654e-02 7.11251635e-03 1.24304437e-01
6.19351485e-02 -8.81448302e-03]
[ -1.40791442e-01 2.27511672e-02 -2.93490582e-01 2.11430760e-02
-1.77638085e-01 5.51473602e-02 -3.30263883e-01 -2.65242487e-02
2.90949242e-01 -7.18874425e-02]
[ 4.48549961e-02 -2.01916057e-01 7.83386184e-02 3.26465447e-03
1.81582186e-01 -8.95852219e-02 2.93869904e-03 -9.49818132e-02
-3.15225473e-02 1.35438565e-01]
[ -7.01762989e-02 1.50307368e-01 2.31926184e-03 -1.49467242e-01
-3.69992936e-02 2.32120801e-02 3.26193844e-02 -1.01415889e-01
-1.71763801e-02 -1.09538896e-01]
[ -6.40008171e-02 9.93783020e-02 -5.00981921e-02 4.96792670e-02
1.59140848e-01 7.91807232e-02 -1.37025787e-01 -1.40056074e-02
-1.21548555e-01 -1.37434127e-01]
[ -1.55517551e-01 7.46252512e-03 6.26834706e-02 2.38978096e-02
-1.77628790e-01 -2.20539039e-01 -1.82192829e-01 -1.96914999e-01
8.88733526e-02 1.76561354e-01]
[ -2.03310865e-01 -9.44716195e-02 1.24787966e-01 2.82805064e-01
-1.74897292e-01 -8.75054199e-02 -1.66471655e-01 -2.54597429e-01
-1.98122911e-01 2.57146297e-02]
[ 1.10967527e-01 -4.06398231e-02 -2.13748932e-02 1.04137686e-01
9.38423668e-03 -7.65385296e-02 1.05684977e-01 4.83964745e-03
2.03510802e-02 1.30345752e-02]
[ 2.23697834e-02 -5.93208783e-02 -2.17670743e-01 1.26169287e-01
-1.46253710e-02 9.87912130e-02 -6.03538181e-02 -1.92091547e-02
-1.13294655e-01 -2.35751105e-02]
[ -1.32346973e-01 -6.25993510e-02 -2.09000626e-01 1.43043505e-01
-9.29669413e-03 1.40197543e-01 2.66440891e-02 -2.50128067e-01
5.51811831e-02 -2.14569222e-01]
[ -6.81911903e-02 -2.13541402e-02 2.77658768e-01 1.03858121e-01
9.39351063e-02 -6.37439761e-02 -1.47869274e-01 1.21567168e-01
7.15711413e-02 4.07066591e-02]
[ 5.77959918e-02 2.48617482e-02 9.03352194e-02 1.00200802e-01
3.74419914e-02 -2.49357318e-02 2.26275170e-01 1.19776076e-01
-3.10216768e-02 -4.98399319e-02]
[ 4.28669621e-03 -1.47257879e-01 -2.90922315e-01 -4.93002972e-02
2.52122178e-01 -9.06524320e-02 1.69757756e-01 1.64046325e-01
1.04378711e-01 -2.89041636e-02]
[ 4.84110524e-02 1.92268294e-02 -1.21895657e-01 3.53321872e-02
-7.14199730e-02 3.29774976e-01 2.46245455e-01 2.06321756e-01
-1.73416310e-01 -5.71274137e-02]
[ 1.67187199e-02 1.07739970e-02 1.25858772e-01 1.21045041e-01
-6.89580195e-02 1.03121631e-01 -2.34331608e-01 -3.89071777e-02
2.17708768e-01 1.04039044e-01]
[ 1.07008975e-01 8.26992629e-02 -5.02660464e-02 -1.06248759e-01
-1.14080534e-01 -3.29390583e-01 9.86857351e-02 8.50845651e-03
1.40071113e-01 8.95421087e-02]
[ -9.78002116e-02 2.37654152e-02 -1.51188705e-02 2.32794856e-02
9.53422234e-03 -2.02440770e-01 -9.31547932e-02 -1.94226636e-02
1.46542798e-02 1.30261138e-01]
[ -1.27645817e-01 -7.25641019e-03 -1.89666761e-01 1.88612478e-02
-3.19636541e-01 -1.23045247e-02 -6.76070141e-02 -2.23157344e-02
2.10680909e-02 8.92373366e-02]
[ 2.57235615e-02 9.72569931e-02 -4.72121703e-02 -4.79741448e-02
2.70494669e-01 2.45288577e-01 3.57602591e-01 1.13945906e-01
-1.20814319e-01 -2.82944253e-01]
[ 5.08433815e-02 -1.56845848e-01 3.54415614e-03 2.32457587e-02
3.51644708e-01 6.38090834e-02 2.81606393e-01 9.24224134e-02
1.00924929e-01 -2.71230723e-01]
[ 6.52098448e-02 -2.41039320e-01 -1.64697021e-02 -3.03863133e-02
4.28025108e-01 -6.00101050e-03 2.83727199e-01 4.92723987e-02
-3.02863659e-01 -1.30361796e-01]
[ -8.90357284e-02 -3.51460900e-01 2.90425747e-02 -9.09867853e-02
4.11471737e-01 -1.32642167e-01 3.58031567e-01 -8.10777666e-02
1.70089666e-02 1.92847204e-01]
[ -2.23712216e-01 -1.88662316e-01 8.54569622e-02 3.88273468e-02
6.56658227e-01 1.09542845e-01 1.97877811e-01 4.89742849e-02
-2.30774393e-02 -4.30107878e-02]
[ -1.01282880e-01 -7.82884697e-03 2.97748027e-01 -1.03172117e-01
2.17545414e-01 -9.66403725e-02 3.74602808e-01 1.55601439e-02
-1.48653129e-01 1.15867700e-01]
[ -7.00871707e-02 -5.22188976e-02 -1.52895982e-01 -1.98607859e-02
2.30399393e-01 -2.59129886e-01 -2.95782105e-03 1.71388756e-01
5.15549579e-02 -3.34431091e-02]
[ 9.60294872e-02 1.83750807e-01 1.55630124e-01 -1.16409957e-01
9.13062519e-03 6.14820066e-02 -8.52487960e-02 2.85448157e-01
5.45998284e-02 1.42898069e-01]
[ 2.90145752e-01 1.53616110e-01 -1.12231663e-01 2.34728524e-01
-6.97203224e-01 -2.55316470e-01 -2.94150423e-01 1.78643537e-01
3.16904179e-01 -1.35595765e-01]
[ 4.82005762e-02 1.47502551e-01 2.52511703e-01 2.52200427e-01
-5.69289668e-02 -1.93775875e-01 -1.73410079e-01 -1.31499812e-01
-1.38577832e-01 -2.84483935e-01]
[ 4.23899369e-02 3.00885326e-04 -1.08648085e-01 -2.67311815e-02
1.69077196e-01 3.26241044e-02 -6.06175317e-02 -1.83346551e-01
5.59388888e-02 2.36569638e-01]
[ -1.08972060e-02 -8.34261572e-02 -7.13263377e-02 -6.71103993e-02
3.96810200e-02 -1.67723059e-01 1.20675798e-01 9.78782099e-03
2.56128770e-02 -7.41872835e-03]
[ 8.57443357e-03 7.69006810e-03 2.35801482e-01 4.50543979e-02
-1.35567067e-01 -1.21521521e-01 1.78039517e-01 3.97149686e-02
-2.08689990e-01 8.31427575e-02]
[ 4.07225102e-02 -5.42266896e-02 9.39257139e-02 -3.68948088e-02
-9.94959228e-02 8.73027319e-02 1.58114003e-01 -2.71466579e-01
-5.10555289e-02 -1.31953149e-01]
[ -3.51464687e-02 1.70104736e-02 7.36838288e-02 -6.45513833e-02
7.77255416e-02 1.94930312e-01 1.69078091e-01 1.17801245e-01
-4.73991260e-02 1.44886958e-01]
[ 2.21986563e-01 5.51526386e-02 2.98646809e-02 8.34786100e-02
4.95324280e-02 -2.17908203e-02 -1.52321134e-01 1.47943618e-01
-5.24924128e-02 -1.42076945e-02]
[ -1.56187560e-02 -1.71600542e-01 -1.08492734e-02 -4.32417324e-02
-1.46312371e-01 -9.07012869e-02 -4.55648483e-02 4.06414244e-02
5.71154339e-02 1.13726872e-01]
[ -9.21823892e-02 2.95232438e-01 5.42402147e-02 2.24579116e-01
-5.38253489e-01 -2.38994501e-01 -3.59791886e-01 -7.45260396e-02
1.33421553e-01 1.48740300e-01]
[ 7.18965609e-02 3.05064859e-01 7.36626997e-03 2.62251565e-01
-3.58310059e-01 -2.11247422e-02 -1.93995293e-01 1.50040983e-01
7.48450100e-02 3.46454837e-01]
[ 2.18733693e-01 1.87992468e-01 2.23396166e-01 7.47217571e-02
-1.80214731e-01 1.08655655e-01 -8.33855975e-02 1.62895871e-01
1.84733827e-01 8.24891848e-03]
[ -9.65007935e-02 1.54428093e-01 2.30069950e-01 -2.00357805e-02
7.89784153e-02 1.45416228e-01 -2.61718073e-02 -1.49479403e-02
-6.14133805e-02 1.50062278e-02]
[ -1.03085906e-01 -2.34374066e-02 2.20566742e-02 8.18115366e-02
-1.65516356e-02 1.21058911e-01 2.76320969e-01 2.05384636e-02
-2.83528934e-01 -1.03875017e-01]
[ -1.91446652e-01 5.87263437e-02 -7.95563075e-02 -3.04493392e-01
5.12739723e-02 1.04698441e-01 1.78417446e-02 1.03761126e-01
-1.77957123e-01 7.39089368e-02]
[ 6.85855057e-02 -2.03929824e-01 -9.85324220e-02 -7.78256663e-02
1.00664494e-01 -5.29289713e-03 -5.51168193e-03 1.53632978e-01
-1.00490649e-01 -1.28571922e-01]
[ 1.56590875e-01 -1.13960794e-01 -1.35330876e-01 4.41595392e-03
1.32909860e-01 -6.38914188e-02 -5.94023403e-02 -1.47254264e-01
1.36538637e-01 -8.79099267e-02]
[ -1.29777476e-01 1.56059919e-01 2.51471109e-01 -4.23356024e-02
2.08905100e-01 9.86266486e-02 -8.67155793e-03 -2.97704125e-01
-1.38798561e-01 -7.37153148e-02]
[ -3.47109246e-01 1.41671261e-01 1.23438572e-02 -2.03263746e-02
7.72313230e-02 -1.71524877e-01 -9.00829513e-02 2.35228460e-01
-9.16110053e-02 9.68844899e-02]
[ 1.46115557e-01 1.29787385e-01 -2.42186192e-01 -1.01137360e-01
1.04089537e-01 -2.86978150e-01 -6.83880511e-03 -1.67371917e-01
-1.16293293e-02 -1.90914549e-01]
[ 2.11045726e-01 -1.23704801e-01 6.04556008e-02 -2.21199758e-02
1.11473675e-02 -2.94908225e-02 -4.05284742e-02 -1.36628189e-01
1.09618836e-01 -1.74622920e-01]
[ -9.99881244e-02 4.82870167e-03 1.22491469e-01 1.17419976e-01
-3.92050217e-02 -1.13154691e-01 2.11562640e-01 -7.65420005e-02
1.89029904e-01 6.19517876e-03]
[ 2.80243017e-02 -8.26163624e-02 2.19175549e-01 -2.11480496e-01
4.97800717e-02 1.03967665e-01 -3.77869107e-02 -1.11846035e-01
4.02720658e-02 2.71336950e-01]]
[[ 0.34863997]
[ 0.98357096]
[ 0.17963334]
[ 0.47643738]
[-1.67258226]
[-0.23135865]
[-1.08386806]
[-0.01069917]
[ 0.36904108]
[ 0.56735735]]
Progress: 8.8% ... Training loss: 0.460 ... Validation loss: 0.739[[ 1.53407525e-01 2.94167470e-01 -1.19065210e-01 1.01799996e-01
-6.41807401e-01 -6.34433530e-02 -1.36779516e-01 1.26457832e-01
-9.88361708e-02 2.13009412e-01]
[ 2.00133696e-02 1.87044475e-01 -1.75853032e-02 4.55827477e-02
7.69032978e-02 -8.05366690e-03 2.81926671e-01 4.13471206e-02
1.43181615e-01 -2.11762594e-02]
[ 2.24616915e-01 4.62361970e-01 4.67134089e-02 1.81336986e-01
-1.23378822e-01 -8.61250101e-02 -6.16721516e-01 -3.24092219e-02
1.44272426e-01 4.29500217e-01]
[ -5.75835882e-02 -4.08677473e-01 -2.60506459e-01 -4.77035064e-02
2.47673380e-01 1.89200602e-01 2.60516601e-01 5.61251731e-02
-2.03323484e-02 3.37774322e-03]
[ -5.83035992e-03 2.09919828e-01 -1.49405019e-01 4.17199688e-02
1.25468221e-01 -1.75516161e-01 -5.17696385e-03 -1.19439535e-01
-2.00919811e-01 4.89837874e-02]
[ -3.52201132e-01 -2.69287980e-01 -2.89318487e-01 1.32175368e-01
1.60836265e-01 5.80018414e-02 -1.49354824e-02 -3.39070644e-02
-1.88833246e-02 2.69578885e-02]
[ -3.04796617e-03 -1.17864399e-01 1.04535883e-02 1.03640981e-01
-1.23250485e-01 -7.25612448e-02 1.50501340e-01 -1.88092400e-01
1.82671067e-01 5.00642816e-02]
[ 1.13104745e-01 -1.84223847e-01 3.02942909e-02 -7.02396166e-02
1.79639341e-01 -4.06217010e-02 6.77563453e-03 1.24297949e-01
6.21000351e-02 -8.64640025e-03]
[ -1.41378121e-01 2.10946350e-02 -2.93762039e-01 2.03264622e-02
-1.74660559e-01 5.55026051e-02 -3.28041396e-01 -2.65057515e-02
2.90311763e-01 -7.28601593e-02]
[ 4.33012206e-02 -2.06250420e-01 7.74851626e-02 8.16627666e-04
1.90314807e-01 -8.85312919e-02 8.79989272e-03 -9.49281948e-02
-3.32645001e-02 1.32427683e-01]
[ -7.02929023e-02 1.50017377e-01 2.28181863e-03 -1.49536456e-01
-3.64021426e-02 2.32465931e-02 3.29896438e-02 -1.01414435e-01
-1.72702869e-02 -1.09747561e-01]
[ -6.41699187e-02 9.91043455e-02 -5.01591892e-02 4.94916326e-02
1.60052059e-01 7.92522323e-02 -1.36375333e-01 -1.40017135e-02
-1.21718407e-01 -1.37589512e-01]
[ -1.55517551e-01 7.46252512e-03 6.26834706e-02 2.38978096e-02
-1.77628790e-01 -2.20539039e-01 -1.82192829e-01 -1.96914999e-01
8.88733526e-02 1.76561354e-01]
[ -2.03424042e-01 -9.48369039e-02 1.24716084e-01 2.82613662e-01
-1.74133313e-01 -8.74341465e-02 -1.66077232e-01 -2.54593248e-01
-1.98209573e-01 2.54860531e-02]
[ 1.10443934e-01 -4.19621468e-02 -2.16450767e-02 1.03456831e-01
1.18738542e-02 -7.62742527e-02 1.07311926e-01 4.85340366e-03
1.98725105e-02 1.22217858e-02]
[ 2.19169577e-02 -6.05702174e-02 -2.17904626e-01 1.25541824e-01
-1.24403217e-02 9.90913000e-02 -5.89696213e-02 -1.91952567e-02
-1.13750864e-01 -2.42820668e-02]
[ -1.32351009e-01 -6.26341198e-02 -2.09001594e-01 1.43020133e-01
-9.36162442e-03 1.40204099e-01 2.66367478e-02 -2.50127567e-01
5.51636141e-02 -2.14586529e-01]
[ -6.84940585e-02 -2.21425109e-02 2.77517708e-01 1.03424114e-01
9.55084555e-02 -6.35027704e-02 -1.46804210e-01 1.21576188e-01
7.12796478e-02 4.02126375e-02]
[ 5.68714276e-02 2.25348186e-02 8.98136459e-02 9.87922090e-02
4.21754769e-02 -2.42887141e-02 2.28944402e-01 1.19808499e-01
-3.21581079e-02 -5.13837722e-02]
[ 5.36134968e-03 -1.44423041e-01 -2.90369931e-01 -4.78462391e-02
2.47155710e-01 -9.13417895e-02 1.66811864e-01 1.64013988e-01
1.05491612e-01 -2.74504845e-02]
[ 4.81298882e-02 1.84507198e-02 -1.22054140e-01 3.49174706e-02
-6.99029404e-02 3.29961726e-01 2.47207515e-01 2.06330669e-01
-1.73743478e-01 -5.76155768e-02]
[ 1.72257933e-02 1.22158796e-02 1.26146885e-01 1.21786464e-01
-7.09743461e-02 1.02736509e-01 -2.35125177e-01 -3.89237173e-02
2.18251495e-01 1.04802482e-01]
[ 1.06309534e-01 8.07694653e-02 -5.05985359e-02 -1.07183964e-01
-1.10608360e-01 -3.28962823e-01 1.00863694e-01 8.52970329e-03
1.39347199e-01 8.84641129e-02]
[ -9.78492799e-02 2.35685216e-02 -1.51476621e-02 2.31884183e-02
9.75595042e-03 -2.02400668e-01 -9.30257733e-02 -1.94210040e-02
1.45877089e-02 1.30151879e-01]
[ -1.27716286e-01 -7.44162457e-03 -1.89699840e-01 1.87675708e-02
-3.19304248e-01 -1.22551210e-02 -6.73872086e-02 -2.23134893e-02
2.09913397e-02 8.91241971e-02]
[ 2.54958089e-02 9.66525288e-02 -4.73249670e-02 -4.82850754e-02
2.71552896e-01 2.45433228e-01 3.58309164e-01 1.13952839e-01
-1.21040363e-01 -2.83313876e-01]
[ 5.05651648e-02 -1.57628937e-01 3.39733868e-03 2.28566396e-02
3.52993904e-01 6.39991651e-02 2.82501620e-01 9.24310856e-02
1.00636671e-01 -2.71689835e-01]
[ 6.48787497e-02 -2.41898323e-01 -1.66404768e-02 -3.08354699e-02
4.29615841e-01 -5.78434604e-03 2.84726363e-01 4.92823525e-02
-3.03189673e-01 -1.30864361e-01]
[ -8.95971656e-02 -3.52879932e-01 2.87628119e-02 -9.17529270e-02
4.14119421e-01 -1.32269548e-01 3.59777090e-01 -8.10604447e-02
1.64420216e-02 1.91987634e-01]
[ -2.23965230e-01 -1.89379381e-01 8.53151430e-02 3.84484224e-02
6.57918259e-01 1.09719877e-01 1.98720281e-01 4.89825218e-02
-2.33629115e-02 -4.34593391e-02]
[ -1.02076493e-01 -1.00582804e-02 2.97332920e-01 -1.04274356e-01
2.21351944e-01 -9.61099991e-02 3.77027356e-01 1.55845050e-02
-1.49503597e-01 1.14600480e-01]
[ -7.05907522e-02 -5.36147081e-02 -1.53140899e-01 -2.05437007e-02
2.32710690e-01 -2.58810607e-01 -1.36927629e-03 1.71403901e-01
5.10418345e-02 -3.42001196e-02]
[ 9.63788646e-02 1.84689436e-01 1.55810540e-01 -1.15937600e-01
7.48034125e-03 6.12480168e-02 -8.63144729e-02 2.85437327e-01
5.49510256e-02 1.43453001e-01]
[ 2.90408549e-01 1.54522057e-01 -1.12066101e-01 2.35141982e-01
-6.98330307e-01 -2.55528690e-01 -2.94844282e-01 1.78634136e-01
3.17180457e-01 -1.35079765e-01]
[ 4.81688820e-02 1.47414407e-01 2.52492666e-01 2.52155171e-01
-5.67178120e-02 -1.93755452e-01 -1.73293511e-01 -1.31498765e-01
-1.38618505e-01 -2.84554949e-01]
[ 4.23658533e-02 1.98047819e-04 -1.08648483e-01 -2.67721063e-02
1.69236702e-01 3.26328772e-02 -6.04415733e-02 -1.83345590e-01
5.59099225e-02 2.36532957e-01]
[ -1.08817232e-02 -8.33915740e-02 -7.13157703e-02 -6.71061681e-02
3.96825499e-02 -1.67748642e-01 1.20690461e-01 9.78722706e-03
2.56365700e-02 -7.42152836e-03]
[ 8.26808054e-03 6.93997413e-03 2.35642637e-01 4.46193738e-02
-1.34048347e-01 -1.21342674e-01 1.78883738e-01 3.97245491e-02
-2.09013713e-01 8.26868864e-02]
[ 4.07182625e-02 -5.39665907e-02 9.39334743e-02 -3.69143860e-02
-9.95465395e-02 8.72981091e-02 1.57919053e-01 -2.71465970e-01
-5.11055520e-02 -1.31947949e-01]
[ -3.55087851e-02 1.61560495e-02 7.34852559e-02 -6.50875969e-02
7.94615834e-02 1.95185222e-01 1.70100051e-01 1.17813781e-01
-4.78212426e-02 1.44306260e-01]
[ 2.21378213e-01 5.38260836e-02 2.95342105e-02 8.26362257e-02
5.26324544e-02 -2.14288441e-02 -1.50752078e-01 1.47962752e-01
-5.31317468e-02 -1.51682361e-02]
[ -1.54784282e-02 -1.71287140e-01 -1.07876338e-02 -4.30734088e-02
-1.46761852e-01 -9.07739230e-02 -4.59054071e-02 4.06371087e-02
5.72585413e-02 1.13898840e-01]
[ -9.15204125e-02 2.97013139e-01 5.45776156e-02 2.25474553e-01
-5.41321254e-01 -2.39433291e-01 -3.61273189e-01 -7.45458254e-02
1.34068086e-01 1.49701197e-01]
[ 7.28452991e-02 3.07184528e-01 7.85390675e-03 2.63512416e-01
-3.62523249e-01 -2.17127546e-02 -1.96351150e-01 1.50012356e-01
7.58776724e-02 3.47611643e-01]
[ 2.18754442e-01 1.87958503e-01 2.23399213e-01 7.47571207e-02
-1.80229609e-01 1.08635727e-01 -8.32633334e-02 1.62895041e-01
1.84770774e-01 8.24127855e-03]
[ -9.62097764e-02 1.55155624e-01 2.30213888e-01 -1.96385048e-02
7.77413413e-02 1.45223070e-01 -2.70305833e-02 -1.49568715e-02
-6.11141415e-02 1.54579413e-02]
[ -1.03121219e-01 -2.35716203e-02 2.20319775e-02 8.17439166e-02
-1.62918902e-02 1.21092051e-01 2.76441163e-01 2.05401339e-02
-2.83567518e-01 -1.03963295e-01]
[ -1.91363679e-01 5.88439440e-02 -7.95105687e-02 -3.04377613e-01
5.09194836e-02 1.04641671e-01 1.76412279e-02 1.03758241e-01
-1.77860144e-01 7.40617555e-02]
[ 6.82936552e-02 -2.04728166e-01 -9.86840107e-02 -7.82271904e-02
1.02059915e-01 -5.09600494e-03 -4.62521255e-03 1.53641984e-01
-1.00803252e-01 -1.29050014e-01]
[ 1.57508954e-01 -1.11457402e-01 -1.34833758e-01 5.72857748e-03
1.28458490e-01 -6.45046599e-02 -6.20766196e-02 -1.47283379e-01
1.37527072e-01 -8.64148461e-02]
[ -1.29904586e-01 1.55954228e-01 2.51406829e-01 -4.24922516e-02
2.09605704e-01 9.86586280e-02 -8.13830393e-03 -2.97701231e-01
-1.38929092e-01 -7.39245067e-02]
[ -3.46705726e-01 1.42413496e-01 1.25299575e-02 -1.98814776e-02
7.55842416e-02 -1.71732486e-01 -9.07367950e-02 2.35219079e-01
-9.12108609e-02 9.70768969e-02]
[ 1.45078976e-01 1.26918843e-01 -2.42711216e-01 -1.02588374e-01
1.09087839e-01 -2.86342216e-01 -3.75936686e-03 -1.67340133e-01
-1.27118530e-02 -1.92604214e-01]
[ 2.10454982e-01 -1.24930674e-01 6.01348281e-02 -2.30460294e-02
1.44150809e-02 -2.90938858e-02 -3.86371784e-02 -1.36607794e-01
1.08880045e-01 -1.75507322e-01]
[ -1.00420880e-01 3.71526984e-03 1.22242163e-01 1.16780963e-01
-3.66494761e-02 -1.12840131e-01 2.12989487e-01 -7.65281014e-02
1.88566021e-01 5.45012649e-03]
[ 2.70504128e-02 -8.54467629e-02 2.18699817e-01 -2.12770162e-01
5.45973423e-02 1.04569055e-01 -3.45077154e-02 -1.11817543e-01
3.92935047e-02 2.69802841e-01]]
[[ 0.33820089]
[ 0.97453528]
[ 0.16771693]
[ 0.46617582]
[-1.68813378]
[-0.23977673]
[-1.09995347]
[-0.01914171]
[ 0.36147502]
[ 0.55736106]]
Progress: 8.8% ... Training loss: 0.457 ... Validation loss: 0.744[[ 1.52301409e-01 2.90842484e-01 -1.19601103e-01 1.00192315e-01
-6.35656348e-01 -6.26827440e-02 -1.32877598e-01 1.26519131e-01
-1.00000618e-01 2.11306414e-01]
[ 2.04088733e-02 1.88094667e-01 -1.73807354e-02 4.61618262e-02
7.47970519e-02 -8.36516273e-03 2.80750176e-01 4.13231030e-02
1.43604356e-01 -2.05372464e-02]
[ 2.23233623e-01 4.59146982e-01 4.59483463e-02 1.79204648e-01
-1.15617842e-01 -8.51357697e-02 -6.13344348e-01 -3.23252310e-02
1.42685400e-01 4.27468150e-01]
[ -5.50582056e-02 -4.02524203e-01 -2.59302395e-01 -4.41208718e-02
2.33935853e-01 1.87540961e-01 2.52545450e-01 5.59896548e-02
-1.76810492e-02 7.66458189e-03]
[ -5.71647056e-03 2.10890047e-01 -1.49410269e-01 4.18052543e-02
1.26073677e-01 -1.75755661e-01 -5.15344912e-03 -1.19446467e-01
-2.00815540e-01 4.88746352e-02]
[ -3.52547554e-01 -2.70456612e-01 -2.89485364e-01 1.31680562e-01
1.62681899e-01 5.82180938e-02 -1.34999488e-02 -3.38891501e-02
-1.92250956e-02 2.62956659e-02]
[ -3.08841119e-03 -1.18136679e-01 1.04110988e-02 1.03578349e-01
-1.22652887e-01 -7.25891555e-02 1.50883999e-01 -1.88090130e-01
1.82653888e-01 5.00886748e-02]
[ 1.12633951e-01 -1.85790270e-01 3.00254172e-02 -7.09954792e-02
1.81970956e-01 -4.02595129e-02 8.18364395e-03 1.24327207e-01
6.15696016e-02 -9.39989031e-03]
[ -1.40942454e-01 2.19178985e-02 -2.93544424e-01 2.09409430e-02
-1.76484469e-01 5.51863683e-02 -3.28971700e-01 -2.65311998e-02
2.90803680e-01 -7.22743556e-02]
[ 4.32353551e-02 -2.07385885e-01 7.74378568e-02 6.00265196e-04
1.91646131e-01 -8.85554593e-02 1.00052594e-02 -9.49257061e-02
-3.32812788e-02 1.32054134e-01]
[ -7.06885767e-02 1.48877980e-01 2.04519907e-03 -1.50124582e-01
-3.45771029e-02 2.35496187e-02 3.41721714e-02 -1.01389031e-01
-1.77226439e-02 -1.10246779e-01]
[ -6.41303741e-02 9.91951377e-02 -5.01358896e-02 4.95973022e-02
1.59846633e-01 7.92076669e-02 -1.36467330e-01 -1.40056127e-02
-1.21646737e-01 -1.37522261e-01]
[ -1.55517551e-01 7.46252512e-03 6.26834706e-02 2.38978096e-02
-1.77628790e-01 -2.20539039e-01 -1.82192829e-01 -1.96914999e-01
8.88733526e-02 1.76561354e-01]
[ -2.03430476e-01 -9.49298329e-02 1.24728996e-01 2.82620994e-01
-1.74222968e-01 -8.74443163e-02 -1.65878733e-01 -2.54594631e-01
-1.98196718e-01 2.54585955e-02]
[ 1.10403777e-01 -4.22238614e-02 -2.16697411e-02 1.03384055e-01
1.22127715e-02 -7.62662440e-02 1.07603000e-01 4.85502499e-03
1.98392254e-02 1.20973388e-02]
[ 2.16959094e-02 -6.12724287e-02 -2.18021276e-01 1.25221221e-01
-1.12636229e-02 9.92477943e-02 -5.81079345e-02 -1.91819903e-02
-1.13990957e-01 -2.46844181e-02]
[ -1.32051802e-01 -6.18619278e-02 -2.08876534e-01 1.43439278e-01
-1.08503425e-02 1.39992197e-01 2.57533402e-02 -2.50142589e-01
5.54977990e-02 -2.14083265e-01]
[ -6.85283433e-02 -2.21529584e-02 2.77492720e-01 1.03381610e-01
9.57169628e-02 -6.34925865e-02 -1.46746096e-01 1.21578661e-01
7.12269041e-02 4.02466067e-02]
[ 5.67313908e-02 2.19758060e-02 8.97526927e-02 9.86213446e-02
4.32609777e-02 -2.42437099e-02 2.29560330e-01 1.19811487e-01
-3.22382273e-02 -5.16454543e-02]
[ 4.97013883e-03 -1.45346659e-01 -2.90547085e-01 -4.83098088e-02
2.48827640e-01 -9.11218398e-02 1.67808450e-01 1.64032133e-01
1.05110778e-01 -2.78008716e-02]
[ 4.82145717e-02 1.84008429e-02 -1.22048201e-01 3.48945585e-02
-7.00862896e-02 3.29968801e-01 2.47192406e-01 2.06332174e-01
-1.73753459e-01 -5.76904681e-02]
[ 1.71250949e-02 1.16172357e-02 1.26081229e-01 1.21545705e-01
-6.99336891e-02 1.02863726e-01 -2.34554534e-01 -3.89145516e-02
2.18132442e-01 1.04506735e-01]
[ 1.06157281e-01 8.04018444e-02 -5.06694251e-02 -1.07388765e-01
-1.09925100e-01 -3.28859767e-01 1.01358964e-01 8.53848035e-03
1.39196780e-01 8.82252198e-02]
[ -9.81141251e-02 2.27945531e-02 -1.52797332e-02 2.28202283e-02
1.10682528e-02 -2.02217953e-01 -9.21546701e-02 -1.94061343e-02
1.43014257e-02 1.29708948e-01]
[ -1.27171203e-01 -6.05784487e-03 -1.89431350e-01 1.95492544e-02
-3.22109362e-01 -1.26584606e-02 -6.91516972e-02 -2.23459025e-02
2.15996456e-02 9.00002358e-02]
[ 2.51210664e-02 9.55499227e-02 -4.75159512e-02 -4.88120019e-02
2.73355190e-01 2.45706175e-01 3.59541468e-01 1.13974167e-01
-1.21438737e-01 -2.83930126e-01]
[ 5.04550221e-02 -1.58002930e-01 3.33541346e-03 2.26958315e-02
3.53569855e-01 6.40827118e-02 2.82892177e-01 9.24378603e-02
1.00512491e-01 -2.71887009e-01]
[ 6.47344760e-02 -2.42419701e-01 -1.67149283e-02 -3.10462351e-02
4.30425684e-01 -5.67939960e-03 2.85304714e-01 4.92911100e-02
-3.03357932e-01 -1.31089637e-01]
[ -8.98036127e-02 -3.53595942e-01 2.86561801e-02 -9.20369715e-02
4.15319346e-01 -1.32121997e-01 3.60588845e-01 -8.10484243e-02
1.62356347e-02 1.91747271e-01]
[ -2.24109509e-01 -1.89843690e-01 8.52478986e-02 3.82458053e-02
6.58615261e-01 1.09825614e-01 1.99306491e-01 4.89909597e-02
-2.35136998e-02 -4.37219973e-02]
[ -1.02555879e-01 -1.14715617e-02 2.97089528e-01 -1.04962238e-01
2.23699605e-01 -9.57637608e-02 3.78621602e-01 1.56119878e-02
-1.50026660e-01 1.13813005e-01]
[ -7.06700954e-02 -5.38551980e-02 -1.53181519e-01 -2.06594080e-02
2.33118297e-01 -2.58758158e-01 -1.10218682e-03 1.71408379e-01
5.09562345e-02 -3.43361931e-02]
[ 9.66787921e-02 1.85484785e-01 1.55951986e-01 -1.15557428e-01
5.95247611e-03 6.10511727e-02 -8.74931141e-02 2.85421364e-01
5.52498816e-02 1.44052458e-01]
[ 2.90522454e-01 1.54674327e-01 -1.12071227e-01 2.35217319e-01
-6.98791220e-01 -2.55556626e-01 -2.95201119e-01 1.78633234e-01
3.17264102e-01 -1.35018634e-01]
[ 4.85868984e-02 1.48559744e-01 2.52702644e-01 2.52722858e-01
-5.87072004e-02 -1.94043373e-01 -1.74567078e-01 -1.31521957e-01
-1.38170461e-01 -2.83911734e-01]
[ 4.21851210e-02 -3.24055070e-04 -1.08735472e-01 -2.70174962e-02
1.70134178e-01 3.27487963e-02 -5.98353356e-02 -1.83336171e-01
5.57329105e-02 2.36249912e-01]
[ -1.12957923e-02 -8.42806001e-02 -7.15146710e-02 -6.76554519e-02
4.15114860e-02 -1.67527377e-01 1.21860988e-01 9.80944253e-03
2.51998106e-02 -7.99726568e-03]
[ 8.20818245e-03 6.76672759e-03 2.35611890e-01 4.45338928e-02
-1.33744964e-01 -1.21298864e-01 1.79084212e-01 3.97280532e-02
-2.09079361e-01 8.25866066e-02]
[ 4.09059170e-02 -5.34286880e-02 9.40296310e-02 -3.65806967e-02
-1.00561422e-01 8.71223452e-02 1.57260172e-01 -2.71478718e-01
-5.08783034e-02 -1.31591868e-01]
[ -3.59069252e-02 1.53268329e-02 7.32828076e-02 -6.56374469e-02
8.14394891e-02 1.95466610e-01 1.71193686e-01 1.17835965e-01
-4.82518968e-02 1.43693276e-01]
[ 2.21047393e-01 5.29922798e-02 2.93583793e-02 8.21391313e-02
5.43658746e-02 -2.11874285e-02 -1.49785192e-01 1.47983189e-01
-5.35016569e-02 -1.57163831e-02]
[ -1.55021173e-02 -1.71364406e-01 -1.08256336e-02 -4.31412897e-02
-1.46428465e-01 -9.07656637e-02 -4.59004898e-02 4.06403413e-02
5.72066865e-02 1.13841054e-01]
[ -9.10591424e-02 2.97877975e-01 5.48070705e-02 2.26046537e-01
-5.42983230e-01 -2.39729529e-01 -3.62049405e-01 -7.45711282e-02
1.34540061e-01 1.50262983e-01]
[ 7.35965260e-02 3.08998379e-01 8.25658271e-03 2.64539736e-01
-3.65943497e-01 -2.22796531e-02 -1.98447083e-01 1.49965934e-01
7.67519045e-02 3.48637433e-01]
[ 2.19146121e-01 1.89016939e-01 2.23632401e-01 7.54056474e-02
-1.82454403e-01 1.08331805e-01 -8.44568093e-02 1.62867751e-01
1.85254403e-01 8.96436061e-03]
[ -9.60766595e-02 1.55544619e-01 2.30277655e-01 -1.94526607e-02
7.71110232e-02 1.45127899e-01 -2.74743200e-02 -1.49636071e-02
-6.09700899e-02 1.56838643e-02]
[ -1.03232881e-01 -2.38988408e-02 2.19749365e-02 8.15871980e-02
-1.57858512e-02 1.21172989e-01 2.76802511e-01 2.05467381e-02
-2.83691633e-01 -1.04135528e-01]
[ -1.91440807e-01 5.85576878e-02 -7.95449028e-02 -3.04472909e-01
5.12046478e-02 1.04691906e-01 1.78930307e-02 1.03761707e-01
-1.77932694e-01 7.39500415e-02]
[ 6.82496178e-02 -2.04899008e-01 -9.87066376e-02 -7.82808252e-02
1.02235244e-01 -5.06766117e-03 -4.46836482e-03 1.53644192e-01
-1.00847246e-01 -1.29124800e-01]
[ 1.56814609e-01 -1.13731247e-01 -1.35223416e-01 4.67486477e-03
1.32169408e-01 -6.39558006e-02 -5.97300693e-02 -1.47238515e-01
1.36734291e-01 -8.76685191e-02]
[ -1.29376722e-01 1.57507658e-01 2.51662163e-01 -4.17337774e-02
2.06892956e-01 9.82544506e-02 -9.85299872e-03 -2.97732524e-01
-1.38376640e-01 -7.30732236e-02]
[ -3.47307252e-01 1.40869401e-01 1.22222953e-02 -2.07780537e-02
7.85290499e-02 -1.71339334e-01 -8.89390585e-02 2.35255130e-01
-9.18827572e-02 9.60947136e-02]
[ 1.44815707e-01 1.26207678e-01 -2.42847525e-01 -1.02915028e-01
1.10250049e-01 -2.86203803e-01 -2.99765414e-03 -1.67326417e-01
-1.29567083e-02 -1.92985362e-01]
[ 2.10977515e-01 -1.23680984e-01 6.04100917e-02 -2.23143713e-02
1.23267137e-02 -2.94912944e-02 -4.02111061e-02 -1.36641493e-01
1.09500286e-01 -1.74708200e-01]
[ -9.97044087e-02 5.34479609e-03 1.22615963e-01 1.17807348e-01
-4.03355849e-02 -1.13361895e-01 2.11083553e-01 -7.65716748e-02
1.89385099e-01 6.61590623e-03]
[ 2.64206891e-02 -8.75343737e-02 2.18368423e-01 -2.13708555e-01
5.82175673e-02 1.05046274e-01 -3.19232606e-02 -1.11779616e-01
3.86137996e-02 2.68798146e-01]]
[[ 0.33423929]
[ 0.96960785]
[ 0.16458535]
[ 0.4647942 ]
[-1.69139742]
[-0.24009429]
[-1.10016891]
[-0.02271183]
[ 0.36022052]
[ 0.55202853]]
Progress: 8.8% ... Training loss: 0.457 ... Validation loss: 0.749[[ 1.52919651e-01 2.92283004e-01 -1.19377783e-01 1.01004622e-01
-6.37944012e-01 -6.31316666e-02 -1.34691219e-01 1.26479796e-01
-9.93018001e-02 2.12319383e-01]
[ 2.04039954e-02 1.88096274e-01 -1.73817640e-02 4.61643804e-02
7.47846748e-02 -8.36157700e-03 2.80837825e-01 4.13233225e-02
1.43615993e-01 -2.05391577e-02]
[ 2.21761502e-01 4.55238870e-01 4.52138558e-02 1.77045792e-01
-1.08541383e-01 -8.40340830e-02 -6.07813879e-01 -3.22154668e-02
1.41246263e-01 4.24636587e-01]
[ -5.64408202e-02 -4.06339766e-01 -2.59896189e-01 -4.59137737e-02
2.38225931e-01 1.88586614e-01 2.56216636e-01 5.60826939e-02
-1.89434437e-02 5.71404113e-03]
[ -4.82988548e-03 2.13659258e-01 -1.49062237e-01 4.30496614e-02
1.20966488e-01 -1.76591920e-01 -8.08842711e-03 -1.19511337e-01
-2.00212324e-01 5.03945443e-02]
[ -3.52397369e-01 -2.70132680e-01 -2.89417092e-01 1.31942001e-01
1.61790984e-01 5.80214077e-02 -1.40298612e-02 -3.39027356e-02
-1.90899435e-02 2.65911592e-02]
[ -2.77297378e-03 -1.17641445e-01 1.04957708e-02 1.03937607e-01
-1.23265558e-01 -7.27583838e-02 1.50074536e-01 -1.88111494e-01
1.83047867e-01 5.05176420e-02]
[ 1.12965125e-01 -1.85018073e-01 3.01742520e-02 -7.05753743e-02
1.80568112e-01 -4.05068305e-02 7.92060681e-03 1.24307010e-01
6.18957687e-02 -9.04437524e-03]
[ -1.41930975e-01 1.90745611e-02 -2.94009048e-01 1.95616655e-02
-1.71715577e-01 5.58766340e-02 -3.25870845e-01 -2.64637770e-02
2.89865446e-01 -7.39148989e-02]
[ 4.43278426e-02 -2.04827602e-01 7.79308980e-02 2.05764963e-03
1.87220610e-01 -8.93780277e-02 7.49939178e-03 -9.50002915e-02
-3.20800361e-02 1.33500923e-01]
[ -7.23368232e-02 1.44169353e-01 1.22934051e-03 -1.52458836e-01
-2.63935880e-02 2.47414013e-02 3.94144186e-02 -1.01275995e-01
-1.93649172e-02 -1.12886244e-01]
[ -6.37663382e-02 1.00093506e-01 -4.99759172e-02 5.01356965e-02
1.57951103e-01 7.89154865e-02 -1.37705266e-01 -1.40317872e-02
-1.21288642e-01 -1.36890152e-01]
[ -1.55517551e-01 7.46252512e-03 6.26834706e-02 2.38978096e-02
-1.77628790e-01 -2.20539039e-01 -1.82192829e-01 -1.96914999e-01
8.88733526e-02 1.76561354e-01]
[ -2.03169962e-01 -9.43157924e-02 1.24877588e-01 2.83023087e-01
-1.75595401e-01 -8.76422290e-02 -1.66750134e-01 -2.54613917e-01
-1.97898182e-01 2.59204105e-02]
[ 1.10240623e-01 -4.26196560e-02 -2.17486299e-02 1.03162590e-01
1.30332192e-02 -7.62189190e-02 1.08199955e-01 4.86473477e-03
1.96975001e-02 1.18137911e-02]
[ 2.23195734e-02 -5.97090459e-02 -2.17770486e-01 1.26078393e-01
-1.38203694e-02 9.88100726e-02 -6.00185444e-02 -1.92258522e-02
-1.13394273e-01 -2.36333931e-02]
[ -1.32163234e-01 -6.22834887e-02 -2.08935507e-01 1.43285459e-01
-1.00487048e-02 1.40075017e-01 2.61316949e-02 -2.50134952e-01
5.53910750e-02 -2.14310623e-01]
[ -6.84630771e-02 -2.21610083e-02 2.77488668e-01 1.03421817e-01
9.54675963e-02 -6.35101817e-02 -1.46825997e-01 1.21574870e-01
7.13387108e-02 4.03105779e-02]
[ 5.63068410e-02 2.08556413e-02 8.95425186e-02 9.80185933e-02
4.54118872e-02 -2.39501191e-02 2.30819818e-01 1.19840340e-01
-3.26830723e-02 -5.23311816e-02]
[ 4.93478206e-03 -1.45691010e-01 -2.90571530e-01 -4.83891512e-02
2.49137523e-01 -9.10796908e-02 1.68410856e-01 1.64037887e-01
1.05067266e-01 -2.79022203e-02]
[ 4.83035352e-02 1.86851344e-02 -1.22006739e-01 3.49957998e-02
-7.04891746e-02 3.29899888e-01 2.47013847e-01 2.06327309e-01
-1.73663592e-01 -5.76232007e-02]
[ 1.69655582e-02 1.11839128e-02 1.26007776e-01 1.21335222e-01
-6.91728011e-02 1.02962781e-01 -2.33956045e-01 -3.89050804e-02
2.18043509e-01 1.04151583e-01]
[ 1.05878147e-01 7.95912544e-02 -5.07974300e-02 -1.07777164e-01
-1.08595566e-01 -3.28663467e-01 1.02268185e-01 8.55752008e-03
1.38902708e-01 8.77685760e-02]
[ -9.81866274e-02 2.25806861e-02 -1.53120599e-02 2.27162951e-02
1.14111604e-02 -2.02168714e-01 -9.19126024e-02 -1.94015030e-02
1.42248136e-02 1.29592229e-01]
[ -1.27155669e-01 -6.02383295e-03 -1.89424721e-01 1.95702584e-02
-3.22181676e-01 -1.26697627e-02 -6.91997655e-02 -2.23469171e-02
2.16162388e-02 9.00220855e-02]
[ 2.48224340e-02 9.46365444e-02 -4.76678349e-02 -4.92485248e-02
2.74874819e-01 2.45932815e-01 3.60572501e-01 1.13995380e-01
-1.21771369e-01 -2.84447011e-01]
[ 5.01921433e-02 -1.58766965e-01 3.20671072e-03 2.23244667e-02
3.54815321e-01 6.42638359e-02 2.83769846e-01 9.24556403e-02
1.00240991e-01 -2.72334070e-01]
[ 6.44925992e-02 -2.43117793e-01 -1.68364393e-02 -3.13906772e-02
4.31674475e-01 -5.52162654e-03 2.86174891e-01 4.93076477e-02
-3.03608668e-01 -1.31493733e-01]
[ -9.03744459e-02 -3.55096832e-01 2.83752912e-02 -9.28380926e-02
4.18178399e-01 -1.31711143e-01 3.62339410e-01 -8.10099375e-02
1.56356345e-02 1.90862563e-01]
[ -2.24340683e-01 -1.90503977e-01 8.51312235e-02 3.79198741e-02
6.59828764e-01 1.09991627e-01 2.00045519e-01 4.90072897e-02
-2.37575277e-02 -4.41175150e-02]
[ -1.02887613e-01 -1.24876620e-02 2.96920867e-01 -1.05442083e-01
2.25457530e-01 -9.55163973e-02 3.79691322e-01 1.56346447e-02
-1.50386480e-01 1.13266521e-01]
[ -7.08133598e-02 -5.44132914e-02 -1.53256373e-01 -2.08897553e-02
2.33980765e-01 -2.58647410e-01 -6.08689564e-04 1.71419148e-01
5.07899460e-02 -3.45591051e-02]
[ 9.61672915e-02 1.84043515e-01 1.55703981e-01 -1.16278391e-01
8.53011506e-03 6.14113511e-02 -8.58692902e-02 2.85456469e-01
5.47369987e-02 1.43260043e-01]
[ 2.90434716e-01 1.54351103e-01 -1.12108730e-01 2.35049001e-01
-6.98427932e-01 -2.55445791e-01 -2.94834817e-01 1.78643626e-01
3.17229402e-01 -1.35233589e-01]
[ 4.88989001e-02 1.49355880e-01 2.52849194e-01 2.53132002e-01
-6.01912081e-02 -1.94255095e-01 -1.75579948e-01 -1.31543146e-01
-1.37837371e-01 -2.83417825e-01]
[ 4.21424831e-02 -4.35637857e-04 -1.08754258e-01 -2.70709311e-02
1.70357546e-01 3.27739607e-02 -5.96447713e-02 -1.83334298e-01
5.56902851e-02 2.36139306e-01]
[ -1.15573072e-02 -8.49974606e-02 -7.16471310e-02 -6.80382871e-02
4.28377596e-02 -1.67346548e-01 1.22629698e-01 9.82762168e-03
2.49175201e-02 -8.39076898e-03]
[ 8.30454440e-03 7.14236216e-03 2.35655132e-01 4.46578800e-02
-1.34121787e-01 -1.21381513e-01 1.78817471e-01 3.97217463e-02
-2.08991914e-01 8.27487387e-02]
[ 4.08256859e-02 -5.36410728e-02 9.39884423e-02 -3.66963242e-02
-1.00116045e-01 8.71775299e-02 1.57550695e-01 -2.71472951e-01
-5.09613704e-02 -1.31793166e-01]
[ -3.58319502e-02 1.55225257e-02 7.33149797e-02 -6.55167655e-02
8.11283928e-02 1.95403925e-01 1.70950333e-01 1.17831292e-01
-4.81548425e-02 1.43777226e-01]
[ 2.21763542e-01 5.51787675e-02 2.96981503e-02 8.31975155e-02
5.05522202e-02 -2.17464107e-02 -1.52073260e-01 1.47931791e-01
-5.26806666e-02 -1.45179487e-02]
[ -1.53393837e-02 -1.70993836e-01 -1.07415357e-02 -4.28962292e-02
-1.47214620e-01 -9.08908431e-02 -4.63452354e-02 4.06291010e-02
5.73985027e-02 1.14077085e-01]
[ -9.02895757e-02 2.99839847e-01 5.51642939e-02 2.27078980e-01
-5.46069921e-01 -2.40242346e-01 -3.64106709e-01 -7.46234848e-02
1.35323222e-01 1.51452985e-01]
[ 7.39648646e-02 3.09962809e-01 8.43287796e-03 2.65048850e-01
-3.67913121e-01 -2.25505947e-02 -1.99661673e-01 1.49940508e-01
7.71009746e-02 3.49217517e-01]
[ 2.19685487e-01 1.90316217e-01 2.23887490e-01 7.61777606e-02
-1.85171693e-01 1.07931540e-01 -8.60258218e-02 1.62828521e-01
1.85869138e-01 9.81017654e-03]
[ -9.59940421e-02 1.55802137e-01 2.30333430e-01 -1.93032297e-02
7.65429161e-02 1.45054243e-01 -2.77711323e-02 -1.49707747e-02
-6.08693362e-02 1.58494535e-02]
[ -1.03165394e-01 -2.37135354e-02 2.19954559e-02 8.16933076e-02
-1.60365995e-02 1.21117586e-01 2.76622044e-01 2.05417702e-02
-2.83635943e-01 -1.04022977e-01]
[ -1.91434239e-01 5.85409090e-02 -7.95380502e-02 -3.04458787e-01
5.11468223e-02 1.04679193e-01 1.78372920e-02 1.03760540e-01
-1.77914291e-01 7.39954269e-02]
[ 6.79257445e-02 -2.05810930e-01 -9.88659508e-02 -7.87291374e-02
1.03876948e-01 -4.85632317e-03 -3.41183293e-03 1.53666497e-01
-1.01202021e-01 -1.29668812e-01]
[ 1.56283850e-01 -1.15439813e-01 -1.35512467e-01 3.88481999e-03
1.34935979e-01 -6.35723730e-02 -5.80464467e-02 -1.47201040e-01
1.36264509e-01 -8.85783273e-02]
[ -1.28584239e-01 1.59627381e-01 2.52061472e-01 -4.05638428e-02
2.02492840e-01 9.76422805e-02 -1.23157252e-02 -2.97791978e-01
-1.37496476e-01 -7.17580205e-02]
[ -3.47265389e-01 1.40865521e-01 1.22324573e-02 -2.07652180e-02
7.91068475e-02 -1.71340396e-01 -8.83606425e-02 2.35255489e-01
-9.18309833e-02 9.59801931e-02]
[ 1.44328186e-01 1.24864579e-01 -2.43091083e-01 -1.03616630e-01
1.12758861e-01 -2.85860346e-01 -1.42760881e-03 -1.67292098e-01
-1.34928705e-02 -1.93808455e-01]
[ 2.10577414e-01 -1.24832485e-01 6.02110438e-02 -2.28953740e-02
1.42408748e-02 -2.91932016e-02 -3.89904605e-02 -1.36614863e-01
1.09065876e-01 -1.75416416e-01]
[ -9.94770874e-02 5.88385892e-03 1.22705348e-01 1.18079288e-01
-4.11197721e-02 -1.13543318e-01 2.10259826e-01 -7.65874491e-02
1.89589171e-01 7.04063246e-03]
[ 2.65856809e-02 -8.72380883e-02 2.18438379e-01 -2.13429091e-01
5.74969916e-02 1.04892986e-01 -3.21910931e-02 -1.11790896e-01
3.88352087e-02 2.69053285e-01]]
[[ 0.33293084]
[ 0.97048592]
[ 0.16655709]
[ 0.46669432]
[-1.69586197]
[-0.24160278]
[-1.10213833]
[-0.0242808 ]
[ 0.35685059]
[ 0.55199368]]
Progress: 8.9% ... Training loss: 0.456 ... Validation loss: 0.748[[ 1.51272815e-01 2.87719854e-01 -1.20172950e-01 9.86112930e-02
-6.28197031e-01 -6.19532322e-02 -1.28948715e-01 1.26597322e-01
-1.01031476e-01 2.09512322e-01]
[ 2.01642256e-02 1.87412999e-01 -1.75005641e-02 4.58286902e-02
7.59324190e-02 -8.18764551e-03 2.81623898e-01 4.13411596e-02
1.43360055e-01 -2.09266881e-02]
[ 2.20126115e-01 4.51483486e-01 4.44849656e-02 1.74785498e-01
-1.00006265e-01 -8.29792634e-02 -6.03126702e-01 -3.20984192e-02
1.39455849e-01 4.22177940e-01]
[ -5.74558341e-02 -4.10105686e-01 -2.60409580e-01 -4.73444190e-02
2.42630004e-01 1.89383737e-01 2.60972077e-01 5.61513399e-02
-1.99190387e-02 4.11333611e-03]
[ -4.68015970e-03 2.13598246e-01 -1.48953728e-01 4.32699356e-02
1.18924920e-01 -1.76718594e-01 -8.52969084e-03 -1.19528893e-01
-1.99928322e-01 5.01778793e-02]
[ -3.52738655e-01 -2.71237436e-01 -2.89597278e-01 1.31390384e-01
1.63936544e-01 5.82783827e-02 -1.27100690e-02 -3.38755925e-02
-1.94212692e-02 2.59165053e-02]
[ -3.06483938e-03 -1.18185299e-01 1.03630170e-02 1.03575693e-01
-1.21347109e-01 -7.25704842e-02 1.50746967e-01 -1.88092518e-01
1.82741022e-01 5.01817876e-02]
[ 1.12490307e-01 -1.86466289e-01 2.99355816e-02 -7.13139250e-02
1.83722945e-01 -4.02032167e-02 9.98615145e-03 1.24340472e-01
6.13344516e-02 -9.93059668e-03]
[ -1.42548167e-01 1.72905856e-02 -2.94282297e-01 1.86786295e-02
-1.68644738e-01 5.63238643e-02 -3.23840591e-01 -2.64192402e-02
2.89267949e-01 -7.49637454e-02]
[ 4.27828649e-02 -2.09088294e-01 7.71374594e-02 -2.35990220e-04
1.95937604e-01 -8.82573053e-02 1.27042079e-02 -9.48863149e-02
-3.37135723e-02 1.30925448e-01]
[ -7.28905717e-02 1.42840064e-01 9.98071818e-04 -1.53231756e-01
-2.28653511e-02 2.50999695e-02 4.12469407e-02 -1.01237541e-01
-1.99229374e-02 -1.13745661e-01]
[ -6.33927742e-02 1.00802686e-01 -4.97760684e-02 5.06671379e-02
1.55995551e-01 7.86319146e-02 -1.38654583e-01 -1.40600998e-02
-1.20894070e-01 -1.36400836e-01]
[ -1.55517551e-01 7.46252512e-03 6.26834706e-02 2.38978096e-02
-1.77628790e-01 -2.20539039e-01 -1.82192829e-01 -1.96914999e-01
8.88733526e-02 1.76561354e-01]
[ -2.03107868e-01 -9.42102340e-02 1.24897956e-01 2.83035266e-01
-1.75563120e-01 -8.76624421e-02 -1.66948927e-01 -2.54615609e-01
-1.97844993e-01 2.59526047e-02]
[ 1.10306740e-01 -4.25991983e-02 -2.17107782e-02 1.03266813e-01
1.27706268e-02 -7.62814829e-02 1.08163665e-01 4.85910286e-03
1.97999295e-02 1.18885859e-02]
[ 2.25080995e-02 -5.91839588e-02 -2.17700742e-01 1.26341106e-01
-1.46992528e-02 9.86816807e-02 -6.04803212e-02 -1.92397843e-02
-1.13176057e-01 -2.33355284e-02]
[ -1.32209358e-01 -6.23408806e-02 -2.08959140e-01 1.43229389e-01
-9.49917345e-03 1.40099404e-01 2.61606871e-02 -2.50133474e-01
5.53271055e-02 -2.14374940e-01]
[ -6.93223166e-02 -2.44119644e-02 2.77082497e-01 1.02236403e-01
9.99873625e-02 -6.29159057e-02 -1.44289635e-01 1.21638564e-01
7.04172140e-02 3.90555503e-02]
[ 5.66396388e-02 2.16578830e-02 8.97181867e-02 9.84915380e-02
4.35213831e-02 -2.41829738e-02 2.29918806e-01 1.19814131e-01
-3.22920875e-02 -5.18894467e-02]
[ 4.02523782e-03 -1.48099555e-01 -2.91053397e-01 -4.97700846e-02
2.54049324e-01 -9.04403718e-02 1.71118869e-01 1.64108265e-01
1.04034528e-01 -2.92918662e-02]
[ 4.82130034e-02 1.82453027e-02 -1.22029189e-01 3.48784053e-02
-6.93095876e-02 3.29957227e-01 2.47408649e-01 2.06332126e-01
-1.73816394e-01 -5.77602452e-02]
[ 1.66974826e-02 1.06489760e-02 1.25904430e-01 1.20986548e-01
-6.80968894e-02 1.03134538e-01 -2.32669054e-01 -3.88886088e-02
2.17832113e-01 1.03562148e-01]
[ 1.05484399e-01 7.84578687e-02 -5.09848232e-02 -1.08337423e-01
-1.06644706e-01 -3.28374480e-01 1.03597639e-01 8.58594625e-03
1.38518428e-01 8.71023429e-02]
[ -9.79649265e-02 2.30876415e-02 -1.52011233e-02 2.30107875e-02
1.02273752e-02 -2.02328733e-01 -9.25912488e-02 -1.94174834e-02
1.44594790e-02 1.29945036e-01]
[ -1.27184805e-01 -6.03988711e-03 -1.89439287e-01 1.95373358e-02
-3.21895969e-01 -1.26460672e-02 -6.91198395e-02 -2.23446194e-02
2.15864531e-02 8.99788175e-02]
[ 2.45053452e-02 9.36406378e-02 -4.78281200e-02 -4.96943980e-02
2.76554195e-01 2.46160256e-01 3.61730765e-01 1.14017878e-01
-1.22104618e-01 -2.85008021e-01]
[ 4.92627472e-02 -1.61385251e-01 2.73898709e-03 2.09816058e-02
3.59557242e-01 6.49547887e-02 2.86904231e-01 9.25244977e-02
9.92919735e-02 -2.73900063e-01]
[ 6.41817566e-02 -2.44058985e-01 -1.69730453e-02 -3.18130391e-02
4.33194051e-01 -5.30604114e-03 2.87239656e-01 4.93290489e-02
-3.03928479e-01 -1.32003109e-01]
[ -9.08157957e-02 -3.56355165e-01 2.81549414e-02 -9.34803600e-02
4.20445447e-01 -1.31379617e-01 3.63824178e-01 -8.09770148e-02
1.51587450e-02 1.90149601e-01]
[ -2.24945073e-01 -1.92191774e-01 8.48317569e-02 3.70547315e-02
6.62636802e-01 1.10431723e-01 2.02061813e-01 4.90510139e-02
-2.44005071e-02 -4.50808895e-02]
[ -1.03657237e-01 -1.48216784e-02 2.96521851e-01 -1.06582155e-01
2.29586910e-01 -9.49417000e-02 3.82216419e-01 1.56916831e-02
-1.51221886e-01 1.11981833e-01]
[ -7.12372625e-02 -5.56358145e-02 -1.53464641e-01 -2.14794125e-02
2.36157419e-01 -2.58348661e-01 7.97441802e-04 1.71450448e-01
5.03513629e-02 -3.52602381e-02]
[ 9.63214773e-02 1.84393354e-01 1.55774445e-01 -1.16074394e-01
7.77240792e-03 6.12959549e-02 -8.63285915e-02 2.85444158e-01
5.49022669e-02 1.43544458e-01]
[ 2.90572534e-01 1.54851713e-01 -1.12024703e-01 2.35251764e-01
-6.98516462e-01 -2.55561766e-01 -2.95335595e-01 1.78634712e-01
3.17350923e-01 -1.34960241e-01]
[ 4.90643520e-02 1.49887303e-01 2.52933018e-01 2.53363619e-01
-6.10336282e-02 -1.94378154e-01 -1.76118356e-01 -1.31555226e-01
-1.37665396e-01 -2.83147195e-01]
[ 4.20599642e-02 -7.38096926e-04 -1.08811762e-01 -2.72165354e-02
1.70898834e-01 3.28513156e-02 -5.93643340e-02 -1.83326149e-01
5.55826417e-02 2.36014653e-01]
[ -1.14688813e-02 -8.45803623e-02 -7.16065643e-02 -6.79171989e-02
4.23386132e-02 -1.67433202e-01 1.22249718e-01 9.82061070e-03
2.50071156e-02 -8.21351872e-03]
[ 8.45706389e-03 7.42038498e-03 2.35727798e-01 4.48725111e-02
-1.34782726e-01 -1.21523637e-01 1.78303834e-01 3.97103437e-02
-2.08853275e-01 8.29258763e-02]
[ 4.06984819e-02 -5.38869182e-02 9.39290065e-02 -3.68717358e-02
-9.96228422e-02 8.72649237e-02 1.57904545e-01 -2.71463025e-01
-5.11029002e-02 -1.31987970e-01]
[ -3.50522250e-02 1.77556839e-02 7.36849119e-02 -6.44192695e-02
7.75552732e-02 1.94839086e-01 1.68455293e-01 1.17774273e-01
-4.73384107e-02 1.45077839e-01]
[ 2.21438178e-01 5.44906245e-02 2.95491168e-02 8.27479006e-02
5.23051407e-02 -2.15205797e-02 -1.51431087e-01 1.47957140e-01
-5.30395446e-02 -1.49709447e-02]
[ -1.45136914e-02 -1.68528641e-01 -1.03015879e-02 -4.16734720e-02
-1.51469495e-01 -9.15047870e-02 -4.87862888e-02 4.05646262e-02
5.83374367e-02 1.15252101e-01]
[ -8.98275475e-02 3.01073183e-01 5.54137794e-02 2.27749975e-01
-5.48156595e-01 -2.40576300e-01 -3.65460283e-01 -7.46592542e-02
1.35838300e-01 1.52225458e-01]
[ 7.43700406e-02 3.10927112e-01 8.63642647e-03 2.65567199e-01
-3.69849379e-01 -2.28373048e-02 -2.00812640e-01 1.49911409e-01
7.75372461e-02 3.49820430e-01]
[ 2.19642465e-01 1.90209587e-01 2.23871942e-01 7.61337324e-02
-1.85021000e-01 1.07957864e-01 -8.58739594e-02 1.62830790e-01
1.85827825e-01 9.74049674e-03]
[ -9.59705412e-02 1.55865746e-01 2.30334153e-01 -1.92887301e-02
7.65462431e-02 1.45048279e-01 -2.78723956e-02 -1.49712987e-02
-6.08594207e-02 1.59165439e-02]
[ -1.03305834e-01 -2.40694954e-02 2.19274019e-02 8.15035471e-02
-1.53747828e-02 1.21213639e-01 2.77039931e-01 2.05513286e-02
-2.83751765e-01 -1.04242981e-01]
[ -1.91737553e-01 5.76310758e-02 -7.96818466e-02 -3.04886999e-01
5.26787482e-02 1.04894443e-01 1.88695221e-02 1.03782263e-01
-1.78236289e-01 7.34878357e-02]
[ 6.78245158e-02 -2.06061399e-01 -9.89209071e-02 -7.88815824e-02
1.04409131e-01 -4.77923993e-03 -3.05795200e-03 1.53674506e-01
-1.01319516e-01 -1.29847009e-01]
[ 1.56990563e-01 -1.13544394e-01 -1.35164711e-01 4.88517433e-03
1.32121604e-01 -6.40848388e-02 -6.00872239e-02 -1.47252641e-01
1.37014170e-01 -8.74394453e-02]
[ -1.29101469e-01 1.58204815e-01 2.51803149e-01 -4.13081984e-02
2.05062966e-01 9.80215487e-02 -1.06848265e-02 -2.97754283e-01
-1.38057930e-01 -7.26015999e-02]
[ -3.48283344e-01 1.38147884e-01 1.17423279e-02 -2.22155995e-02
8.40061121e-02 -1.70630797e-01 -8.53267406e-02 2.35327908e-01
-9.29107985e-02 9.44251886e-02]
[ 1.43719106e-01 1.23048115e-01 -2.43388189e-01 -1.04535615e-01
1.15880636e-01 -2.85435187e-01 7.41284469e-04 -1.67246632e-01
-1.41499171e-02 -1.94892556e-01]
[ 2.10124674e-01 -1.26095512e-01 5.99751272e-02 -2.36070945e-02
1.67027208e-02 -2.88502821e-02 -3.73383094e-02 -1.36579204e-01
1.08581195e-01 -1.76172508e-01]
[ -9.93330183e-02 6.30051693e-03 1.22794187e-01 1.18321244e-01
-4.09516800e-02 -1.13663751e-01 2.09736746e-01 -7.65992655e-02
1.89775795e-01 7.32688311e-03]
[ 2.66067415e-02 -8.72112735e-02 2.18458400e-01 -2.13381077e-01
5.73799432e-02 1.04864658e-01 -3.20250598e-02 -1.11794597e-01
3.88849357e-02 2.68921354e-01]]
[[ 0.32260424]
[ 0.96057162]
[ 0.15715845]
[ 0.45664161]
[-1.71128902]
[-0.25095917]
[-1.11356672]
[-0.03596171]
[ 0.34618321]
[ 0.53982743]]
Progress: 8.9% ... Training loss: 0.465 ... Validation loss: 0.765[[ 1.52405857e-01 2.90712381e-01 -1.19597751e-01 1.00063513e-01
-6.32591289e-01 -6.28061018e-02 -1.31827932e-01 1.26471108e-01
-9.97895078e-02 2.11362546e-01]
[ 2.02694695e-02 1.87708559e-01 -1.74553146e-02 4.59649823e-02
7.54743743e-02 -8.25977988e-03 2.81392185e-01 4.13302220e-02
1.43465772e-01 -2.07701939e-02]
[ 2.20084171e-01 4.52312469e-01 4.44232401e-02 1.74449881e-01
-9.96870349e-02 -8.28632147e-02 -6.02721964e-01 -3.20820307e-02
1.39283523e-01 4.21862203e-01]
[ -5.78269719e-02 -4.10827721e-01 -2.60562249e-01 -4.75078758e-02
2.42803740e-01 1.89549723e-01 2.62919342e-01 5.61612968e-02
-2.02316566e-02 3.56784641e-03]
[ -3.09897270e-03 2.18224912e-01 -1.48186332e-01 4.55318283e-02
1.10692247e-01 -1.77932328e-01 -1.42360199e-02 -1.19690206e-01
-1.98170132e-01 5.27721857e-02]
[ -3.51658354e-01 -2.68458240e-01 -2.89062156e-01 1.32949122e-01
1.58499045e-01 5.74077042e-02 -1.58617870e-02 -3.40032564e-02
-1.82023842e-02 2.77059813e-02]
[ -2.15450208e-03 -1.15576739e-01 1.08158756e-02 1.04801505e-01
-1.25830349e-01 -7.32593316e-02 1.47595706e-01 -1.88187563e-01
1.83742044e-01 5.15974021e-02]
[ 1.12115201e-01 -1.87570327e-01 2.97185573e-02 -7.19467427e-02
1.85777106e-01 -3.98887948e-02 1.22025244e-02 1.24382556e-01
6.08941042e-02 -1.06683205e-02]
[ -1.41823789e-01 1.87520754e-02 -2.93950821e-01 1.96391806e-02
-1.71712824e-01 5.57816326e-02 -3.25466622e-01 -2.64982799e-02
2.89999218e-01 -7.38263049e-02]
[ 4.43488985e-02 -2.05065003e-01 7.78866618e-02 1.78643646e-03
1.88540258e-01 -8.94428676e-02 8.75746110e-03 -9.50593534e-02
-3.20450947e-02 1.33247182e-01]
[ -7.30461816e-02 1.42491481e-01 9.18457121e-04 -1.53444840e-01
-2.20400134e-02 2.52064562e-02 4.19633701e-02 -1.01219891e-01
-2.00692230e-02 -1.13987870e-01]
[ -6.24632865e-02 1.02873186e-01 -4.93432245e-02 5.19700782e-02
1.51632896e-01 7.79236545e-02 -1.41136902e-01 -1.41643751e-02
-1.19905434e-01 -1.34875554e-01]
[ -1.55517551e-01 7.46252512e-03 6.26834706e-02 2.38978096e-02
-1.77628790e-01 -2.20539039e-01 -1.82192829e-01 -1.96914999e-01
8.88733526e-02 1.76561354e-01]
[ -2.03100361e-01 -9.42752967e-02 1.24902748e-01 2.83054020e-01
-1.75613974e-01 -8.76689309e-02 -1.66923720e-01 -2.54617466e-01
-1.97833817e-01 2.59746996e-02]
[ 1.11186749e-01 -4.02004812e-02 -2.12582265e-02 1.04524161e-01
8.43626377e-03 -7.69891266e-02 1.05570586e-01 4.75662040e-03
2.07871908e-02 1.33473941e-02]
[ 2.26169234e-02 -5.89898885e-02 -2.17662989e-01 1.26501222e-01
-1.53045471e-02 9.85927927e-02 -6.08069232e-02 -1.92536016e-02
-1.13048191e-01 -2.31547289e-02]
[ -1.31504686e-01 -6.05289145e-02 -2.08623851e-01 1.44164168e-01
-1.26266462e-02 1.39574279e-01 2.38295521e-02 -2.50203710e-01
5.60818291e-02 -2.13234974e-01]
[ -6.91794389e-02 -2.37767895e-02 2.77165867e-01 1.02441138e-01
9.90092030e-02 -6.30287982e-02 -1.44855804e-01 1.21621383e-01
7.05959911e-02 3.91983538e-02]
[ 5.65971689e-02 2.15446308e-02 8.96899564e-02 9.83912855e-02
4.37139412e-02 -2.41497487e-02 2.30028966e-01 1.19821394e-01
-3.23667852e-02 -5.19636302e-02]
[ 3.63881243e-03 -1.49233400e-01 -2.91277478e-01 -5.04253362e-02
2.56204421e-01 -9.00831711e-02 1.72560351e-01 1.64159563e-01
1.03572131e-01 -3.00018076e-02]
[ 4.80253575e-02 1.73660909e-02 -1.22139493e-01 3.45670426e-02
-6.81068060e-02 3.30124837e-01 2.48414708e-01 2.06352692e-01
-1.74037804e-01 -5.81163276e-02]
[ 1.72162837e-02 1.24500784e-02 1.26177761e-01 1.21792347e-01
-7.11326858e-02 1.02662866e-01 -2.33628545e-01 -3.89576395e-02
2.18424725e-01 1.04422762e-01]
[ 1.06151048e-01 7.98823582e-02 -5.06601703e-02 -1.07418372e-01
-1.09443350e-01 -3.28864512e-01 1.01805854e-01 8.51292504e-03
1.39228144e-01 8.81877705e-02]
[ -9.79992226e-02 2.28928774e-02 -1.52241606e-02 2.29521480e-02
1.04465452e-02 -2.02305698e-01 -9.24755188e-02 -1.94135236e-02
1.44147233e-02 1.29876181e-01]
[ -1.27223395e-01 -6.17406454e-03 -1.89462945e-01 1.94745416e-02
-3.21669656e-01 -1.26117306e-02 -6.89628535e-02 -2.23397447e-02
2.15384095e-02 8.99021733e-02]
[ 2.44308399e-02 9.32483218e-02 -4.78613407e-02 -4.98030825e-02
2.77038726e-01 2.46220815e-01 3.62197773e-01 1.14022591e-01
-1.22175152e-01 -2.85150079e-01]
[ 4.86351395e-02 -1.63445562e-01 2.39881573e-03 1.99983781e-02
3.63110983e-01 6.54810826e-02 2.89203743e-01 9.26006238e-02
9.85831975e-02 -2.75051173e-01]
[ 6.37045114e-02 -2.45372337e-01 -1.72015674e-02 -3.24943397e-02
4.35745888e-01 -4.94133633e-03 2.88837981e-01 4.93833540e-02
-3.04443732e-01 -1.32787708e-01]
[ -9.11582648e-02 -3.57423529e-01 2.79906674e-02 -9.39617014e-02
4.22236456e-01 -1.31123091e-01 3.65141136e-01 -8.09402426e-02
1.48040162e-02 1.89619532e-01]
[ -2.25374742e-01 -1.93335642e-01 8.46268853e-02 3.64443425e-02
6.64602415e-01 1.10757901e-01 2.03526637e-01 4.90982913e-02
-2.48386439e-02 -4.57547241e-02]
[ -1.04122623e-01 -1.62043339e-02 2.96295570e-01 -1.07245921e-01
2.32026955e-01 -9.45908345e-02 3.83809537e-01 1.57416291e-02
-1.51713223e-01 1.11284188e-01]
[ -7.11490169e-02 -5.54629010e-02 -1.53425828e-01 -2.13538728e-02
2.35711908e-01 -2.58419735e-01 5.02896247e-04 1.71440240e-01
5.04453821e-02 -3.51171601e-02]
[ 9.66398507e-02 1.85280981e-01 1.55924942e-01 -1.15599277e-01
6.07116893e-03 6.10349786e-02 -8.73106278e-02 2.85406745e-01
5.52573375e-02 1.44110469e-01]
[ 2.90999164e-01 1.56291140e-01 -1.11787053e-01 2.35939856e-01
-7.00785318e-01 -2.55912404e-01 -2.96588035e-01 1.78579955e-01
3.17833639e-01 -1.34178720e-01]
[ 4.92692312e-02 1.50424991e-01 2.53033660e-01 2.53651697e-01
-6.21051536e-02 -1.94534671e-01 -1.76772013e-01 -1.31577931e-01
-1.37444198e-01 -2.82812860e-01]
[ 4.22570780e-02 -1.36528748e-04 -1.08711021e-01 -2.69344076e-02
1.69797565e-01 3.26943434e-02 -6.00071581e-02 -1.83348408e-01
5.58010004e-02 2.36292837e-01]
[ -1.14679597e-02 -8.45704576e-02 -7.16171027e-02 -6.79572052e-02
4.24770604e-02 -1.67428227e-01 1.22205306e-01 9.82413370e-03
2.49772586e-02 -8.23115904e-03]
[ 9.02768731e-03 9.15130278e-03 2.36009750e-01 4.56742577e-02
-1.37845933e-01 -1.21953677e-01 1.76443617e-01 3.96488939e-02
-2.08229773e-01 8.38095014e-02]
[ 4.07904014e-02 -5.36647438e-02 9.39729376e-02 -3.67433033e-02
-1.00046184e-01 8.71972170e-02 1.57592931e-01 -2.71473282e-01
-5.10020884e-02 -1.31839726e-01]
[ -3.51187106e-02 1.74951943e-02 7.36487905e-02 -6.45240353e-02
7.79513292e-02 1.94891124e-01 1.68736291e-01 1.17781811e-01
-4.74152990e-02 1.44940976e-01]
[ 2.21338823e-01 5.43841629e-02 2.95095741e-02 8.26280334e-02
5.26571241e-02 -2.14629724e-02 -1.51260965e-01 1.47967139e-01
-5.31439671e-02 -1.50854754e-02]
[ -1.39435989e-02 -1.66830266e-01 -1.00281378e-02 -4.08771873e-02
-1.54376339e-01 -9.19235363e-02 -5.06646284e-02 4.05038880e-02
5.89483128e-02 1.16148792e-01]
[ -8.93797514e-02 3.01783021e-01 5.56221213e-02 2.28351593e-01
-5.49755844e-01 -2.40883694e-01 -3.66440813e-01 -7.47068770e-02
1.36309514e-01 1.52911239e-01]
[ 7.56702994e-02 3.14477815e-01 9.24765318e-03 2.67266229e-01
-3.75958010e-01 -2.38399751e-02 -2.04690079e-01 1.49769684e-01
7.89135470e-02 3.51886738e-01]
[ 2.20084887e-01 1.91473330e-01 2.24093218e-01 7.67866783e-02
-1.87407277e-01 1.07598701e-01 -8.72287887e-02 1.62779948e-01
1.86301090e-01 1.04673437e-02]
[ -9.53723871e-02 1.57494863e-01 2.30624795e-01 -1.84448519e-02
7.33437275e-02 1.44589894e-01 -2.97437560e-02 -1.50362860e-02
-6.02186981e-02 1.67912453e-02]
[ -1.03228862e-01 -2.38746046e-02 2.19651398e-02 8.16086165e-02
-1.57843707e-02 1.21155831e-01 2.76779956e-01 2.05428099e-02
-2.83673486e-01 -1.04120142e-01]
[ -1.92113601e-01 5.66160049e-02 -7.98667828e-02 -3.05421438e-01
5.45416183e-02 1.05179760e-01 2.00574551e-02 1.03822409e-01
-1.78644028e-01 7.29023670e-02]
[ 6.77887961e-02 -2.06222192e-01 -9.89468956e-02 -7.89294715e-02
1.04626388e-01 -4.75354520e-03 -2.88517086e-03 1.53677976e-01
-1.01357350e-01 -1.29916549e-01]
[ 1.57603286e-01 -1.11590385e-01 -1.34832655e-01 5.75801765e-03
1.28915181e-01 -6.45967780e-02 -6.20106960e-02 -1.47325989e-01
1.37701609e-01 -8.65283289e-02]
[ -1.27757380e-01 1.61360601e-01 2.52433896e-01 -3.95032707e-02
1.99094367e-01 9.70173113e-02 -1.42982450e-02 -2.97898569e-01
-1.36646488e-01 -7.05432953e-02]
[ -3.47984999e-01 1.39071972e-01 1.18876372e-02 -2.17899876e-02
8.21436235e-02 -1.70854458e-01 -8.59964976e-02 2.35295498e-01
-9.25955961e-02 9.48088024e-02]
[ 1.44437421e-01 1.24903439e-01 -2.43062085e-01 -1.03481227e-01
1.12148490e-01 -2.86028788e-01 -1.15109355e-03 -1.67335626e-01
-1.33519944e-02 -1.93722081e-01]
[ 2.09988510e-01 -1.26507352e-01 5.98897419e-02 -2.39223396e-02
1.80246562e-02 -2.87117523e-02 -3.67270008e-02 -1.36559609e-01
1.08414953e-01 -1.76487162e-01]
[ -9.97194907e-02 5.06367838e-03 1.22610953e-01 1.17775596e-01
-3.88404042e-02 -1.13368283e-01 2.11139560e-01 -7.65569426e-02
1.89372609e-01 6.70420910e-03]
[ 2.64958156e-02 -8.77065937e-02 2.18395236e-01 -2.13565672e-01
5.77817254e-02 1.04976763e-01 -3.16527938e-02 -1.11777143e-01
3.87531859e-02 2.68939980e-01]]
[[ 0.33791434]
[ 0.98085278]
[ 0.17080284]
[ 0.47601284]
[-1.70267282]
[-0.23903828]
[-1.10440899]
[-0.02406706]
[ 0.36203697]
[ 0.55753326]]
Progress: 9.0% ... Training loss: 0.452 ... Validation loss: 0.741[[ 1.52705839e-01 2.90854653e-01 -1.19437740e-01 1.00350991e-01
-6.32220107e-01 -6.30779141e-02 -1.31240036e-01 1.26451571e-01
-9.93165458e-02 2.11210376e-01]
[ 2.03585951e-02 1.87827411e-01 -1.74161314e-02 4.60726135e-02
7.50453198e-02 -8.31905059e-03 2.81138295e-01 4.13236358e-02
1.43564140e-01 -2.06883631e-02]
[ 2.22413049e-01 4.57810508e-01 4.56231778e-02 1.77576124e-01
-1.09610129e-01 -8.44141326e-02 -6.08726524e-01 -3.22465981e-02
1.41896201e-01 4.25189468e-01]
[ -5.80127772e-02 -4.10563802e-01 -2.60825288e-01 -4.78318319e-02
2.42510383e-01 1.89611604e-01 2.62889505e-01 5.61903218e-02
-2.05764683e-02 3.59341707e-03]
[ -2.38834944e-03 2.19878694e-01 -1.47843389e-01 4.66524280e-02
1.06377673e-01 -1.78437267e-01 -1.60261243e-02 -1.19743303e-01
-1.97325511e-01 5.38103617e-02]
[ -3.52549916e-01 -2.71250973e-01 -2.89543326e-01 1.31715774e-01
1.62970046e-01 5.80176271e-02 -1.29154839e-02 -3.39417714e-02
-1.91151859e-02 2.62394806e-02]
[ -1.58733046e-03 -1.14326579e-01 1.10974705e-02 1.05456193e-01
-1.27150681e-01 -7.36510702e-02 1.46047275e-01 -1.88225851e-01
1.84366732e-01 5.23405982e-02]
[ 1.13089398e-01 -1.85617076e-01 3.02128967e-02 -7.05914253e-02
1.80987820e-01 -4.05183478e-02 1.04475352e-02 1.24313384e-01
6.20688572e-02 -9.42273047e-03]
[ -1.42336042e-01 1.73250363e-02 -2.94225085e-01 1.88967065e-02
-1.69105516e-01 5.61373241e-02 -3.23577807e-01 -2.64622045e-02
2.89453362e-01 -7.46720643e-02]
[ 4.39353020e-02 -2.07059629e-01 7.77154144e-02 1.11846773e-03
1.91085897e-01 -8.91007292e-02 1.13446664e-02 -9.50377150e-02
-3.23060124e-02 1.32261231e-01]
[ -7.29218212e-02 1.42439074e-01 9.19014252e-04 -1.53354583e-01
-2.15512639e-02 2.51156838e-02 4.18899284e-02 -1.01222919e-01
-1.99364406e-02 -1.13899105e-01]
[ -6.20364979e-02 1.03903857e-01 -4.91520330e-02 5.25819741e-02
1.49567198e-01 7.76166112e-02 -1.42118968e-01 -1.41928860e-02
-1.19436515e-01 -1.34301842e-01]
[ -1.55517551e-01 7.46252512e-03 6.26834706e-02 2.38978096e-02
-1.77628790e-01 -2.20539039e-01 -1.82192829e-01 -1.96914999e-01
8.88733526e-02 1.76561354e-01]
[ -2.03291415e-01 -9.48278015e-02 1.24798225e-01 2.82772576e-01
-1.74787362e-01 -8.75312307e-02 -1.66306995e-01 -2.54603674e-01
-1.98038700e-01 2.56628741e-02]
[ 1.10943838e-01 -4.11610571e-02 -2.13884380e-02 1.04179374e-01
9.78194446e-03 -7.68243638e-02 1.06531194e-01 4.77413669e-03
2.05491967e-02 1.29237915e-02]
[ 2.28348840e-02 -5.86926148e-02 -2.17552212e-01 1.26737045e-01
-1.53528497e-02 9.84310439e-02 -6.12868786e-02 -1.92726788e-02
-1.12797206e-01 -2.30002629e-02]
[ -1.30929263e-01 -5.89145282e-02 -2.08345034e-01 1.44954679e-01
-1.52210325e-02 1.39172717e-01 2.19301020e-02 -2.50239178e-01
5.67094699e-02 -2.12294636e-01]
[ -6.96688011e-02 -2.51320143e-02 2.76915166e-01 1.01754695e-01
1.01597006e-01 -6.27123990e-02 -1.43309928e-01 1.21654430e-01
7.00792152e-02 3.83925301e-02]
[ 5.62608827e-02 2.05010712e-02 8.95308873e-02 9.78998125e-02
4.53934306e-02 -2.38554644e-02 2.31331079e-01 1.19844478e-01
-3.27110683e-02 -5.24766950e-02]
[ 3.66037769e-03 -1.49491508e-01 -2.91295088e-01 -5.04916605e-02
2.55908424e-01 -9.00331120e-02 1.72725878e-01 1.64164588e-01
1.03592996e-01 -3.00123116e-02]
[ 4.82936422e-02 1.77533537e-02 -1.22016046e-01 3.49154126e-02
-6.89062983e-02 3.29935022e-01 2.47920001e-01 2.06336127e-01
-1.73754652e-01 -5.78228331e-02]
[ 1.77398598e-02 1.39419781e-02 1.26476875e-01 1.22627036e-01
-7.39474041e-02 1.02258992e-01 -2.34731886e-01 -3.90029029e-02
2.19139432e-01 1.05125346e-01]
[ 1.05982945e-01 7.93746164e-02 -5.07586157e-02 -1.07660648e-01
-1.08565964e-01 -3.28752329e-01 1.02569106e-01 8.52382378e-03
1.39022952e-01 8.79040549e-02]
[ -9.80820459e-02 2.26550548e-02 -1.52636490e-02 2.28309903e-02
1.08727471e-02 -2.02248130e-01 -9.21950523e-02 -1.94073874e-02
1.43236809e-02 1.29731666e-01]
[ -1.27182113e-01 -6.06571000e-03 -1.89454550e-01 1.95332366e-02
-3.21891241e-01 -1.26433644e-02 -6.90882696e-02 -2.23427717e-02
2.15820128e-02 8.99808677e-02]
[ 2.42015339e-02 9.25440021e-02 -4.79796993e-02 -5.01423999e-02
2.78106176e-01 2.46391537e-01 3.62982123e-01 1.14039814e-01
-1.22426081e-01 -2.85545545e-01]
[ 4.77992005e-02 -1.65845577e-01 1.95684257e-03 1.87612931e-02
3.67340327e-01 6.60906695e-02 2.92011506e-01 9.26619582e-02
9.76645174e-02 -2.76487581e-01]
[ 6.32906306e-02 -2.46576280e-01 -1.74184018e-02 -3.31009374e-02
4.37946082e-01 -4.65178140e-03 2.90263518e-01 4.94133294e-02
-3.04896959e-01 -1.33494810e-01]
[ -9.18777995e-02 -3.59356750e-01 2.76380861e-02 -9.49686386e-02
4.25715616e-01 -1.30638132e-01 3.67446023e-01 -8.08905677e-02
1.40898749e-02 1.88527490e-01]
[ -2.26027567e-01 -1.95170993e-01 8.42940204e-02 3.55197646e-02
6.67769416e-01 1.11212519e-01 2.05656045e-01 4.91439842e-02
-2.55305357e-02 -4.67870529e-02]
[ -1.04670219e-01 -1.78646709e-02 2.96012423e-01 -1.08055606e-01
2.34849397e-01 -9.41858688e-02 3.85658232e-01 1.57823583e-02
-1.52320188e-01 1.10395724e-01]
[ -7.11488970e-02 -5.54553988e-02 -1.53428468e-01 -2.13429840e-02
2.35711366e-01 -2.58426709e-01 4.96092503e-04 1.71439585e-01
5.04562053e-02 -3.51249988e-02]
[ 9.67423072e-02 1.85434578e-01 1.55963099e-01 -1.15493474e-01
5.62845051e-03 6.09835833e-02 -8.76847018e-02 2.85400699e-01
5.53789933e-02 1.44337311e-01]
[ 2.91587011e-01 1.58067523e-01 -1.11492974e-01 2.36811177e-01
-7.04004210e-01 -2.56323977e-01 -2.98545316e-01 1.78534919e-01
3.18507815e-01 -1.33140239e-01]
[ 4.92441682e-02 1.50331725e-01 2.53018056e-01 2.53607089e-01
-6.19440112e-02 -1.94512026e-01 -1.76681376e-01 -1.31575967e-01
-1.37475347e-01 -2.82851503e-01]
[ 4.15593328e-02 -1.76699078e-03 -1.09061901e-01 -2.79205703e-02
1.73283755e-01 3.31667931e-02 -5.80824721e-02 -1.83301164e-01
5.50446606e-02 2.35215379e-01]
[ -1.15140604e-02 -8.47263099e-02 -7.16423014e-02 -6.79984409e-02
4.26419382e-02 -1.67413160e-01 1.22330790e-01 9.82566077e-03
2.49433489e-02 -8.28558477e-03]
[ 9.09227130e-03 9.37233355e-03 2.36045926e-01 4.57666388e-02
-1.38230609e-01 -1.22012660e-01 1.76363620e-01 3.96432324e-02
-2.08154889e-01 8.38965044e-02]
[ 4.12238510e-02 -5.25867890e-02 9.41958513e-02 -3.61246754e-02
-1.01932565e-01 8.68903963e-02 1.56319888e-01 -2.71502080e-01
-5.05307803e-02 -1.31121312e-01]
[ -3.47668611e-02 1.82331697e-02 7.38123437e-02 -6.40349586e-02
7.61959225e-02 1.94636855e-01 1.67745773e-01 1.17757800e-01
-4.70151531e-02 1.45319892e-01]
[ 2.21105570e-01 5.38339730e-02 2.93865936e-02 8.23067582e-02
5.38888085e-02 -2.13140256e-02 -1.50684638e-01 1.47984475e-01
-5.34047479e-02 -1.54533004e-02]
[ -1.32133511e-02 -1.64881273e-01 -9.63772857e-03 -3.98105818e-02
-1.57668355e-01 -9.24339545e-02 -5.25855072e-02 4.04486727e-02
5.97434509e-02 1.17257620e-01]
[ -8.86200691e-02 3.03429270e-01 5.60203510e-02 2.29430969e-01
-5.53556271e-01 -2.41334635e-01 -3.68366275e-01 -7.47605330e-02
1.37148421e-01 1.54154369e-01]
[ 7.72017966e-02 3.17972774e-01 1.00283753e-02 2.69307759e-01
-3.82467442e-01 -2.49286113e-02 -2.08812119e-01 1.49665713e-01
8.05925245e-02 3.53884647e-01]
[ 2.20499322e-01 1.92682977e-01 2.24282396e-01 7.74129529e-02
-1.89478357e-01 1.07293101e-01 -8.85028854e-02 1.62747383e-01
1.86769654e-01 1.11811398e-02]
[ -9.55402468e-02 1.57195214e-01 2.30540169e-01 -1.86792371e-02
7.41957669e-02 1.44699364e-01 -2.92197404e-02 -1.50241333e-02
-6.03979088e-02 1.65388342e-02]
[ -1.03015153e-01 -2.32456480e-02 2.20751616e-02 8.19098389e-02
-1.68548500e-02 1.21002466e-01 2.76081181e-01 2.05275428e-02
-2.83438173e-01 -1.03781291e-01]
[ -1.92360109e-01 5.58686329e-02 -7.99939932e-02 -3.05781622e-01
5.58426469e-02 1.05360572e-01 2.08661402e-02 1.03840787e-01
-1.78908349e-01 7.24837926e-02]
[ 6.75520809e-02 -2.06927823e-01 -9.90749364e-02 -7.92863428e-02
1.05864576e-01 -4.57404485e-03 -2.08097822e-03 1.53695728e-01
-1.01624914e-01 -1.30323205e-01]
[ 1.58282014e-01 -1.09667593e-01 -1.34465931e-01 6.72274325e-03
1.25774193e-01 -6.50742404e-02 -6.37078251e-02 -1.47372318e-01
1.38474341e-01 -8.54548574e-02]
[ -1.27846047e-01 1.61058421e-01 2.52382831e-01 -3.96305523e-02
1.99257607e-01 9.70779631e-02 -1.39891566e-02 -2.97895436e-01
-1.36733737e-01 -7.07095366e-02]
[ -3.47657070e-01 1.39533691e-01 1.20289821e-02 -2.14031278e-02
8.10315938e-02 -1.71072684e-01 -8.67903792e-02 2.35279705e-01
-9.22340203e-02 9.51273448e-02]
[ 1.45153933e-01 1.26542021e-01 -2.42721205e-01 -1.02422728e-01
1.08447741e-01 -2.86505263e-01 -3.03344711e-03 -1.67389204e-01
-1.25223457e-02 -1.92545817e-01]
[ 2.08997472e-01 -1.29248175e-01 5.93629436e-02 -2.53688146e-02
2.32337446e-02 -2.80144836e-02 -3.33722231e-02 -1.36490057e-01
1.07356231e-01 -1.78113267e-01]
[ -9.94452155e-02 5.57039118e-03 1.22753597e-01 1.18044883e-01
-3.91767504e-02 -1.13557525e-01 2.10490926e-01 -7.65758665e-02
1.89681026e-01 6.97710582e-03]
[ 2.57156299e-02 -9.02097581e-02 2.18002007e-01 -2.14637103e-01
6.16681995e-02 1.05524571e-01 -2.87629638e-02 -1.11725104e-01
3.79675661e-02 2.67567676e-01]]
[[ 0.34344189]
[ 0.99140365]
[ 0.17143233]
[ 0.48193625]
[-1.71156241]
[-0.24008168]
[-1.1114278 ]
[-0.02231086]
[ 0.36624951]
[ 0.56298192]]
Progress: 9.1% ... Training loss: 0.450 ... Validation loss: 0.735[[ 1.52807519e-01 2.90125608e-01 -1.19382765e-01 1.00341506e-01
-6.31018819e-01 -6.30596758e-02 -1.30101802e-01 1.26450242e-01
-9.93107822e-02 2.10850308e-01]
[ 2.05500297e-02 1.88358932e-01 -1.73166646e-02 4.63538419e-02
7.41232086e-02 -8.45677801e-03 2.80509281e-01 4.13115008e-02
1.43765038e-01 -2.03669119e-02]
[ 2.24007856e-01 4.61884897e-01 4.63614842e-02 1.79509967e-01
-1.16012910e-01 -8.53497992e-02 -6.12202335e-01 -3.23479047e-02
1.43474403e-01 4.26997588e-01]
[ -5.75421660e-02 -4.10175093e-01 -2.60621036e-01 -4.72486687e-02
2.40923660e-01 1.89383906e-01 2.61942893e-01 5.61742234e-02
-2.00857306e-02 4.41582389e-03]
[ -2.52465520e-03 2.19688686e-01 -1.47826447e-01 4.64704598e-02
1.05750579e-01 -1.78354066e-01 -1.60347917e-02 -1.19746471e-01
-1.97388485e-01 5.34626685e-02]
[ -3.52164329e-01 -2.70514923e-01 -2.89315274e-01 1.32348818e-01
1.60908355e-01 5.76448126e-02 -1.39401410e-02 -3.39739520e-02
-1.86160652e-02 2.68410918e-02]
[ -2.18077407e-03 -1.16259003e-01 1.08306171e-02 1.04641829e-01
-1.24048971e-01 -7.32173606e-02 1.48211353e-01 -1.88189979e-01
1.83730743e-01 5.12374616e-02]
[ 1.13844150e-01 -1.84065700e-01 3.06211783e-02 -6.95552775e-02
1.77441911e-01 -4.09922044e-02 9.02151475e-03 1.24262384e-01
6.29144248e-02 -8.41705014e-03]
[ -1.42474319e-01 1.69912563e-02 -2.94279692e-01 1.87392561e-02
-1.68052110e-01 5.62330106e-02 -3.23037989e-01 -2.64553379e-02
2.89294640e-01 -7.49452429e-02]
[ 4.49146810e-02 -2.05109050e-01 7.82824982e-02 2.55470315e-03
1.86400746e-01 -8.98247875e-02 9.53585285e-03 -9.51140174e-02
-3.11590325e-02 1.33472852e-01]
[ -7.23880985e-02 1.43642393e-01 1.17250732e-03 -1.52610297e-01
-2.36279117e-02 2.47828329e-02 4.06143412e-02 -1.01256633e-01
-1.93811269e-02 -1.13132365e-01]
[ -6.31409803e-02 1.00771181e-01 -4.96577375e-02 5.10988292e-02
1.54876513e-01 7.83562454e-02 -1.38781349e-01 -1.41233121e-02
-1.20588831e-01 -1.36049227e-01]
[ -1.55517551e-01 7.46252512e-03 6.26834706e-02 2.38978096e-02
-1.77628790e-01 -2.20539039e-01 -1.82192829e-01 -1.96914999e-01
8.88733526e-02 1.76561354e-01]
[ -2.02997878e-01 -9.41055176e-02 1.24968081e-01 2.83245700e-01
-1.76320956e-01 -8.77647499e-02 -1.67223141e-01 -2.54623958e-01
-1.97712334e-01 2.61695885e-02]
[ 1.10548010e-01 -4.23316284e-02 -2.15648400e-02 1.03678559e-01
1.17237323e-02 -7.65780387e-02 1.07851463e-01 4.79593093e-03
2.01701390e-02 1.23319836e-02]
[ 2.31861876e-02 -5.79298864e-02 -2.17376906e-01 1.27204765e-01
-1.71911750e-02 9.81406270e-02 -6.22534590e-02 -1.92975653e-02
-1.12393012e-01 -2.25162099e-02]
[ -1.31124917e-01 -5.94498224e-02 -2.08423422e-01 1.44716633e-01
-1.43565307e-02 1.39309661e-01 2.25808206e-02 -2.50228966e-01
5.65007697e-02 -2.12637286e-01]
[ -6.93879534e-02 -2.45728457e-02 2.77055522e-01 1.02132215e-01
1.00736918e-01 -6.28797096e-02 -1.44011247e-01 1.21635992e-01
7.03806692e-02 3.87140478e-02]
[ 5.57613851e-02 1.90600364e-02 8.92944230e-02 9.72065360e-02
4.76494945e-02 -2.35001630e-02 2.33049052e-01 1.19875429e-01
-3.32305188e-02 -5.32718582e-02]
[ 4.32014659e-03 -1.48043507e-01 -2.90959211e-01 -4.95870366e-02
2.53051649e-01 -9.04461968e-02 1.71296104e-01 1.64123252e-01
1.04281085e-01 -2.91076089e-02]
[ 4.86580808e-02 1.86772686e-02 -1.21813394e-01 3.54483407e-02
-7.09746886e-02 3.29657543e-01 2.46886939e-01 2.06309416e-01
-1.73324200e-01 -5.72585107e-02]
[ 1.69994303e-02 1.18859442e-02 1.26099454e-01 1.21553472e-01
-7.03676155e-02 1.02786922e-01 -2.32399704e-01 -3.89537799e-02
2.18367097e-01 1.03879677e-01]
[ 1.06185778e-01 7.99573508e-02 -5.06425568e-02 -1.07324851e-01
-1.09085715e-01 -3.28900119e-01 1.02131330e-01 8.50795735e-03
1.39236767e-01 8.81882357e-02]
[ -9.79477824e-02 2.30005874e-02 -1.52018655e-02 2.30103287e-02
1.02188807e-02 -2.02336818e-01 -9.26286964e-02 -1.94155475e-02
1.44412961e-02 1.29947327e-01]
[ -1.27229076e-01 -6.18591799e-03 -1.89472891e-01 1.94652643e-02
-3.21655076e-01 -1.26088517e-02 -6.89378910e-02 -2.23396109e-02
2.15295498e-02 8.99059830e-02]
[ 2.37639082e-02 9.12019074e-02 -4.82041128e-02 -5.07932664e-02
2.80439211e-01 2.46706738e-01 3.64494719e-01 1.14069832e-01
-1.22920666e-01 -2.86302439e-01]
[ 4.70368135e-02 -1.68223143e-01 1.56939168e-03 1.76396460e-02
3.71257298e-01 6.66513172e-02 2.94634484e-01 9.27140103e-02
9.68388734e-02 -2.77816649e-01]
[ 6.31220702e-02 -2.47054944e-01 -1.74989021e-02 -3.33314330e-02
4.38772011e-01 -4.54081761e-03 2.90784621e-01 4.94241419e-02
-3.05075153e-01 -1.33765135e-01]
[ -9.22543544e-02 -3.60389141e-01 2.74580471e-02 -9.55009016e-02
4.27501498e-01 -1.30376498e-01 3.68609445e-01 -8.08669693e-02
1.36940455e-02 1.87920570e-01]
[ -2.26168194e-01 -1.95574023e-01 8.42238051e-02 3.53167404e-02
6.68469846e-01 1.11311686e-01 2.06107390e-01 4.91534632e-02
-2.56846783e-02 -4.70271364e-02]
[ -1.05344158e-01 -1.96997454e-02 2.95676805e-01 -1.09019669e-01
2.38083480e-01 -9.37088133e-02 3.87773474e-01 1.58265619e-02
-1.53032530e-01 1.09295419e-01]
[ -7.10512610e-02 -5.53340104e-02 -1.53377057e-01 -2.11904591e-02
2.35278934e-01 -2.58497674e-01 2.71061885e-04 1.71432469e-01
5.05773604e-02 -3.49541756e-02]
[ 9.67618146e-02 1.85351443e-01 1.55980946e-01 -1.15452010e-01
5.50880856e-03 6.09726463e-02 -8.77246147e-02 2.85398985e-01
5.54245112e-02 1.44432983e-01]
[ 2.91953377e-01 1.59200363e-01 -1.11278347e-01 2.37399627e-01
-7.05652590e-01 -2.56595965e-01 -2.99529252e-01 1.78509504e-01
3.18914254e-01 -1.32446843e-01]
[ 4.94229095e-02 1.50835812e-01 2.53114413e-01 2.53867212e-01
-6.28062852e-02 -1.94647680e-01 -1.77284871e-01 -1.31587801e-01
-1.37259555e-01 -2.82567527e-01]
[ 4.15035732e-02 -1.92199999e-03 -1.09117210e-01 -2.80362112e-02
1.73838795e-01 3.32106082e-02 -5.78986612e-02 -1.83297184e-01
5.49418492e-02 2.35151124e-01]
[ -1.09639053e-02 -8.32687292e-02 -7.14076401e-02 -6.71935695e-02
3.99510122e-02 -1.67805718e-01 1.20686863e-01 9.78886429e-03
2.55253045e-02 -7.40383288e-03]
[ 9.07164401e-03 9.34887714e-03 2.36057252e-01 4.57577341e-02
-1.38234283e-01 -1.21995845e-01 1.76408028e-01 3.96431798e-02
-2.08174505e-01 8.38683496e-02]
[ 4.09438190e-02 -5.32726277e-02 9.40518369e-02 -3.65349292e-02
-1.00501970e-01 8.70784727e-02 1.57161590e-01 -2.71484383e-01
-5.08497026e-02 -1.31596850e-01]
[ -3.47591894e-02 1.82542267e-02 7.38161757e-02 -6.40243730e-02
7.61574256e-02 1.94631694e-01 1.67720843e-01 1.17757375e-01
-4.70069122e-02 1.45332558e-01]
[ 2.21062197e-01 5.37604932e-02 2.93816753e-02 8.22927910e-02
5.39106814e-02 -2.12899541e-02 -1.50458885e-01 1.47985376e-01
-5.34190295e-02 -1.55479597e-02]
[ -1.33269128e-02 -1.65166380e-01 -9.69154714e-03 -3.99537909e-02
-1.57139684e-01 -9.23632694e-02 -5.23674758e-02 4.04550940e-02
5.96257059e-02 1.17077402e-01]
[ -8.79469153e-02 3.04750945e-01 5.63698518e-02 2.30355044e-01
-5.56564066e-01 -2.41747805e-01 -3.69953206e-01 -7.48057639e-02
1.37897730e-01 1.55033504e-01]
[ 7.85208006e-02 3.21399279e-01 1.07516216e-02 2.71188096e-01
-3.88696130e-01 -2.58931779e-02 -2.12417648e-01 1.49573271e-01
8.20323654e-02 3.55777708e-01]
[ 2.20825645e-01 1.93610223e-01 2.24445760e-01 7.78887132e-02
-1.91192175e-01 1.07053991e-01 -8.95251160e-02 1.62725283e-01
1.87113032e-01 1.17148880e-02]
[ -9.52327976e-02 1.58028433e-01 2.30705063e-01 -1.82239489e-02
7.26650004e-02 1.44473195e-01 -3.02624125e-02 -1.50439498e-02
-6.00404546e-02 1.70626723e-02]
[ -1.02863118e-01 -2.28032758e-02 2.21545690e-02 8.21333479e-02
-1.76453871e-02 1.20891182e-01 2.75587166e-01 2.05176871e-02
-2.83273115e-01 -1.03521619e-01]
[ -1.92493093e-01 5.55620564e-02 -8.00608262e-02 -3.05970331e-01
5.63647917e-02 1.05454472e-01 2.12363023e-02 1.03849507e-01
-1.79045704e-01 7.22720770e-02]
[ 6.71686913e-02 -2.08013150e-01 -9.92674056e-02 -7.98229113e-02
1.07624867e-01 -4.31179041e-03 -8.25702986e-04 1.53720201e-01
-1.02037606e-01 -1.30961836e-01]
[ 1.58276731e-01 -1.09727960e-01 -1.34485838e-01 6.73770958e-03
1.25747798e-01 -6.50667178e-02 -6.37691825e-02 -1.47371843e-01
1.38488800e-01 -8.54467444e-02]
[ -1.27030609e-01 1.62908173e-01 2.52817336e-01 -3.85452019e-02
1.95407669e-01 9.65200603e-02 -1.59606884e-02 -2.97953788e-01
-1.35837628e-01 -6.96773838e-02]
[ -3.47300230e-01 1.40247551e-01 1.22399363e-02 -2.08599192e-02
7.97467124e-02 -1.71314188e-01 -8.74638598e-02 2.35256482e-01
-9.18541736e-02 9.56901851e-02]
[ 1.45540536e-01 1.27544637e-01 -2.42479428e-01 -1.01797951e-01
1.06611552e-01 -2.86819430e-01 -4.04384327e-03 -1.67419680e-01
-1.20819843e-02 -1.92015623e-01]
[ 2.08032404e-01 -1.32028558e-01 5.88641544e-02 -2.68043195e-02
2.82458469e-02 -2.73183598e-02 -3.02641309e-02 -1.36425223e-01
1.06279197e-01 -1.79706904e-01]
[ -9.97500450e-02 4.62917511e-03 1.22616166e-01 1.17656803e-01
-3.80193475e-02 -1.13369124e-01 2.11595368e-01 -7.65574769e-02
1.89403970e-01 6.49499008e-03]
[ 2.58405488e-02 -8.99727975e-02 2.18085770e-01 -2.14384443e-01
6.10436152e-02 1.05428821e-01 -2.90055136e-02 -1.11737194e-01
3.81408585e-02 2.67741106e-01]]
[[ 0.34741231]
[ 0.99948533]
[ 0.1742235 ]
[ 0.48755352]
[-1.71220737]
[-0.23878806]
[-1.11376125]
[-0.01801711]
[ 0.3704154 ]
[ 0.57120648]]
Progress: 9.1% ... Training loss: 0.449 ... Validation loss: 0.728[[ 1.54868742e-01 2.95468258e-01 -1.18288777e-01 1.03327167e-01
-6.40041709e-01 -6.45503578e-02 -1.36258919e-01 1.26338014e-01
-9.69990987e-02 2.14037217e-01]
[ 2.04765877e-02 1.88024757e-01 -1.73618022e-02 4.62537066e-02
7.46421061e-02 -8.40896883e-03 2.80881412e-01 4.13148467e-02
1.43667174e-01 -2.05231431e-02]
[ 2.22838352e-01 4.59346709e-01 4.57962108e-02 1.77729355e-01
-1.09598231e-01 -8.45874843e-02 -6.09497549e-01 -3.22858880e-02
1.42191604e-01 4.25133854e-01]
[ -5.71417847e-02 -4.08058147e-01 -2.60355884e-01 -4.63389247e-02
2.36857534e-01 1.88950687e-01 2.60476920e-01 5.61432845e-02
-1.94442435e-02 5.52618282e-03]
[ -8.50219022e-05 2.25855759e-01 -1.46652990e-01 4.97494462e-02
9.49603649e-02 -1.79862716e-01 -2.34354208e-02 -1.19867767e-01
-1.94869872e-01 5.73265439e-02]
[ -3.51488971e-01 -2.69037851e-01 -2.88974772e-01 1.33338531e-01
1.57747985e-01 5.71891060e-02 -1.57625723e-02 -3.40099819e-02
-1.78936913e-02 2.78675433e-02]
[ -2.48658303e-03 -1.17597913e-01 1.06812529e-02 1.04199533e-01
-1.21930547e-01 -7.30145586e-02 1.49328609e-01 -1.88176530e-01
1.83442140e-01 5.06207142e-02]
[ 1.14407306e-01 -1.82016854e-01 3.09408578e-02 -6.87271608e-02
1.74887919e-01 -4.14788717e-02 6.92919921e-03 1.24230740e-01
6.35280468e-02 -7.41301966e-03]
[ -1.42137482e-01 1.76538443e-02 -2.94115634e-01 1.91829613e-02
-1.69138188e-01 5.60303726e-02 -3.23827576e-01 -2.64713139e-02
2.89642669e-01 -7.44832224e-02]
[ 4.53984356e-02 -2.04147426e-01 7.85811769e-02 3.22415868e-03
1.85112518e-01 -9.02031680e-02 8.08494816e-03 -9.51418529e-02
-3.05857080e-02 1.34136321e-01]
[ -7.16632781e-02 1.45375101e-01 1.51441257e-03 -1.51577584e-01
-2.67421282e-02 2.42642308e-02 3.87229903e-02 -1.01294893e-01
-1.86386070e-02 -1.12026985e-01]
[ -6.30800134e-02 1.00926445e-01 -4.96234458e-02 5.12158994e-02
1.54596940e-01 7.83110181e-02 -1.39026171e-01 -1.41274172e-02
-1.20509254e-01 -1.35942321e-01]
[ -1.55517551e-01 7.46252512e-03 6.26834706e-02 2.38978096e-02
-1.77628790e-01 -2.20539039e-01 -1.82192829e-01 -1.96914999e-01
8.88733526e-02 1.76561354e-01]
[ -2.03144655e-01 -9.45921506e-02 1.24902265e-01 2.83083715e-01
-1.75664830e-01 -8.76800698e-02 -1.66695984e-01 -2.54618021e-01
-1.97850739e-01 2.59347023e-02]
[ 1.10991495e-01 -4.14555668e-02 -2.13425362e-02 1.04279818e-01
9.74627767e-03 -7.68459928e-02 1.06723136e-01 4.77334936e-03
2.06274077e-02 1.29924925e-02]
[ 2.40113210e-02 -5.57176059e-02 -2.16969060e-01 1.28387079e-01
-2.10954735e-02 9.75587779e-02 -6.47965476e-02 -1.93402215e-02
-1.11507010e-01 -2.12278050e-02]
[ -1.31307399e-01 -6.02067292e-02 -2.08532165e-01 1.44407283e-01
-1.31491350e-02 1.39437232e-01 2.33032958e-02 -2.50218880e-01
5.62927504e-02 -2.12993172e-01]
[ -6.97390304e-02 -2.54981768e-02 2.76878235e-01 1.01618433e-01
1.02457621e-01 -6.26370218e-02 -1.42876247e-01 1.21654668e-01
7.00035097e-02 3.81149125e-02]
[ 5.51362413e-02 1.71725287e-02 8.89899507e-02 9.63481418e-02
5.11111614e-02 -2.30934173e-02 2.34923323e-01 1.19906610e-01
-3.38930592e-02 -5.42990832e-02]
[ 4.67432929e-03 -1.46938867e-01 -2.90766298e-01 -4.90510150e-02
2.50954251e-01 -9.07184118e-02 1.70133890e-01 1.64103194e-01
1.04707220e-01 -2.85080616e-02]
[ 4.88100355e-02 1.92922757e-02 -1.21710304e-01 3.56686499e-02
-7.14219301e-02 3.29516319e-01 2.46208910e-01 2.06299964e-01
-1.73149034e-01 -5.69958214e-02]
[ 1.76761950e-02 1.37936899e-02 1.26455972e-01 1.22524424e-01
-7.33982751e-02 1.02303799e-01 -2.34348606e-01 -3.89904946e-02
2.19107974e-01 1.05015987e-01]
[ 1.06286586e-01 8.01332023e-02 -5.05908312e-02 -1.07184090e-01
-1.09525244e-01 -3.28966896e-01 1.01833075e-01 8.50298319e-03
1.39322666e-01 8.83415253e-02]
[ -9.80231366e-02 2.27959874e-02 -1.52481388e-02 2.28993320e-02
1.06284988e-02 -2.02288814e-01 -9.24615705e-02 -1.94106820e-02
1.43593653e-02 1.29808852e-01]
[ -1.27131029e-01 -5.96692993e-03 -1.89429820e-01 1.95873928e-02
-3.21896023e-01 -1.26476091e-02 -6.91921824e-02 -2.23441206e-02
2.16216795e-02 9.00365948e-02]
[ 2.33341796e-02 8.99611565e-02 -4.84187781e-02 -5.14023276e-02
2.82468409e-01 2.46997912e-01 3.65829779e-01 1.14091682e-01
-1.23369015e-01 -2.87005505e-01]
[ 4.65542916e-02 -1.69644163e-01 1.31700412e-03 1.69472655e-02
3.73678947e-01 6.69931956e-02 2.96250151e-01 9.27391879e-02
9.63624868e-02 -2.78649363e-01]
[ 6.30541521e-02 -2.47250106e-01 -1.75306622e-02 -3.34233263e-02
4.39046943e-01 -4.49869583e-03 2.91073262e-01 4.94274796e-02
-3.05148277e-01 -1.33883229e-01]
[ -9.30914077e-02 -3.62903219e-01 2.70163529e-02 -9.67405403e-02
4.31704140e-01 -1.29801382e-01 3.71459153e-01 -8.08209245e-02
1.27706399e-02 1.86517847e-01]
[ -2.26160724e-01 -1.95643314e-01 8.42316065e-02 3.53414531e-02
6.68404038e-01 1.11303668e-01 2.06149521e-01 4.91522172e-02
-2.56651428e-02 -4.70260866e-02]
[ -1.05556034e-01 -2.02761703e-02 2.95569384e-01 -1.09322593e-01
2.39109235e-01 -9.35709019e-02 3.88426104e-01 1.58375520e-02
-1.53264139e-01 1.08942969e-01]
[ -7.11189139e-02 -5.54872367e-02 -1.53412891e-01 -2.12879178e-02
2.35640612e-01 -2.58447239e-01 4.94972940e-04 1.71436275e-01
5.05009633e-02 -3.50734098e-02]
[ 9.69044976e-02 1.85691843e-01 1.56043077e-01 -1.15271304e-01
4.93653585e-03 6.08839646e-02 -8.81722258e-02 2.85391941e-01
5.55653486e-02 1.44719023e-01]
[ 2.93138663e-01 1.62889334e-01 -1.10630788e-01 2.39154558e-01
-7.11163387e-01 -2.57463993e-01 -3.03421697e-01 1.78443671e-01
3.20240226e-01 -1.30431114e-01]
[ 4.93095552e-02 1.50496642e-01 2.53050088e-01 2.53683423e-01
-6.21327884e-02 -1.94564710e-01 -1.77018912e-01 -1.31580893e-01
-1.37404035e-01 -2.82773728e-01]
[ 4.12731181e-02 -2.57985800e-03 -1.09232744e-01 -2.83682072e-02
1.75041628e-01 3.33751472e-02 -5.71426974e-02 -1.83285684e-01
5.46831968e-02 2.34790046e-01]
[ -1.05386857e-02 -8.21826313e-02 -7.11915077e-02 -6.65746479e-02
3.78658357e-02 -1.68113281e-01 1.19344501e-01 9.76621919e-03
2.59958563e-02 -6.72198438e-03]
[ 9.64942459e-03 1.09102369e-02 2.36363382e-01 4.65887323e-02
-1.40900759e-01 -1.22376396e-01 1.74835770e-01 3.96118862e-02
-2.07524805e-01 8.47764687e-02]
[ 4.12089350e-02 -5.24393051e-02 9.41673140e-02 -3.61882275e-02
-1.01716118e-01 8.69033144e-02 1.56157727e-01 -2.71495496e-01
-5.06018084e-02 -1.31169274e-01]
[ -3.45131381e-02 1.87955079e-02 7.39541048e-02 -6.36674176e-02
7.49583522e-02 1.94466445e-01 1.66864404e-01 1.17743412e-01
-4.67091563e-02 1.45697462e-01]
[ 2.20390526e-01 5.20663696e-02 2.90283355e-02 8.13260080e-02
5.73009383e-02 -2.08405743e-02 -1.48506864e-01 1.48021894e-01
-5.42024145e-02 -1.66620433e-02]
[ -1.28382657e-02 -1.63736452e-01 -9.43498761e-03 -3.92031413e-02
-1.59345821e-01 -9.27369432e-02 -5.38124280e-02 4.04267635e-02
6.01744021e-02 1.17870923e-01]
[ -8.77964682e-02 3.04985547e-01 5.64448759e-02 2.30538246e-01
-5.57169006e-01 -2.41825464e-01 -3.70312492e-01 -7.48125789e-02
1.38049794e-01 1.55255361e-01]
[ 7.90107180e-02 3.22390108e-01 1.09888553e-02 2.71817647e-01
-3.90598673e-01 -2.62039411e-02 -2.13845754e-01 1.49549524e-01
8.25129862e-02 3.56521410e-01]
[ 2.21118069e-01 1.94424367e-01 2.24607031e-01 7.83483972e-02
-1.92801844e-01 1.06828093e-01 -9.03882253e-02 1.62708073e-01
1.87459705e-01 1.21850340e-02]
[ -9.50804247e-02 1.58495799e-01 2.30786417e-01 -1.79980022e-02
7.19079766e-02 1.44366292e-01 -3.07922499e-02 -1.50526926e-02
-5.98701495e-02 1.73192873e-02]
[ -1.02583121e-01 -2.20139359e-02 2.23125778e-02 8.25763412e-02
-1.91551495e-02 1.20672218e-01 2.74696532e-01 2.05017899e-02
-2.82951265e-01 -1.03032455e-01]
[ -1.92538809e-01 5.53967632e-02 -8.00850227e-02 -3.06025406e-01
5.65539903e-02 1.05479221e-01 2.13939877e-02 1.03851541e-01
-1.79091539e-01 7.22021193e-02]
[ 6.68927678e-02 -2.08914797e-01 -9.94139847e-02 -8.02386257e-02
1.09075036e-01 -4.10716222e-03 7.87451764e-05 1.53735716e-01
-1.02353017e-01 -1.31466748e-01]
[ 1.59636058e-01 -1.06297488e-01 -1.33760533e-01 8.72832438e-03
1.19198331e-01 -6.60091237e-02 -6.76926642e-02 -1.47447074e-01
1.40019357e-01 -8.32903234e-02]
[ -1.26204777e-01 1.64842654e-01 2.53281528e-01 -3.72951342e-02
1.91529159e-01 9.59103127e-02 -1.83260307e-02 -2.98001854e-01
-1.34910991e-01 -6.83171582e-02]
[ -3.48323296e-01 1.37309193e-01 1.17240611e-02 -2.23439604e-02
8.47609438e-02 -1.70576135e-01 -8.42511619e-02 2.35310143e-01
-9.29790719e-02 9.39794796e-02]
[ 1.44886099e-01 1.25750628e-01 -2.42842568e-01 -1.02794267e-01
1.09937110e-01 -2.86404757e-01 -2.07420262e-03 -1.67383599e-01
-1.28302309e-02 -1.93175589e-01]
[ 2.07984232e-01 -1.32120605e-01 5.88180039e-02 -2.69187760e-02
2.88151050e-02 -2.72779501e-02 -3.01072166e-02 -1.36420698e-01
1.06169630e-01 -1.79850200e-01]
[ -9.97730261e-02 4.71335568e-03 1.22627474e-01 1.17655339e-01
-3.73948287e-02 -1.13389422e-01 2.11591849e-01 -7.65566912e-02
1.89440294e-01 6.52331160e-03]
[ 2.66735876e-02 -8.77479209e-02 2.18485007e-01 -2.13209610e-01
5.72560082e-02 1.04865928e-01 -3.16395011e-02 -1.11779150e-01
3.90254734e-02 2.69085860e-01]]
[[ 0.357081 ]
[ 1.00874636]
[ 0.17939914]
[ 0.49686087]
[-1.71141774]
[-0.23097757]
[-1.10774844]
[-0.01114559]
[ 0.37808077]
[ 0.58049436]]
Progress: 9.2% ... Training loss: 0.450 ... Validation loss: 0.723[[ 0.15400664 0.29310313 -0.11876084 0.10217726 -0.63546757 -0.06404761
-0.13365519 0.12636253 -0.0979605 0.21258329]
[ 0.02053561 0.18814582 -0.01733225 0.04632605 0.0743829 -0.0084466
0.28072042 0.04131324 0.14372903 -0.02043003]
[ 0.21999737 0.4521548 0.04427384 0.1734113 -0.09516891 -0.08265589
-0.60188834 -0.03219024 0.1390114 0.4204702 ]
[-0.05427994 -0.40069435 -0.25895966 -0.04230948 0.22456899 0.18715186
0.2521104 0.05605358 -0.01642336 0.01014357]
[-0.00173811 0.22112796 -0.14738303 0.04750263 0.10226811 -0.17888416
-0.01849034 -0.1198153 -0.19657407 0.0544486 ]
[-0.35174518 -0.2700934 -0.28908481 0.13310171 0.15898955 0.05729102
-0.01468981 -0.03400418 -0.01812299 0.02742422]
[-0.00279017 -0.11852526 0.01049319 0.10378564 -0.12010576 -0.07285531
0.15042757 -0.188169 0.18308888 0.04998933]
[ 0.11287815 -0.18632237 0.03014273 -0.07094407 0.18222771 -0.04048964
0.01141573 0.12428067 0.06184952 -0.00986847]
[-0.14184871 0.01851762 -0.29395411 0.01960731 -0.17060361 0.05584683
-0.32465974 -0.0264802 0.28992099 -0.07399681]
[ 0.04416256 -0.20789747 0.07791644 0.00151576 0.19104119 -0.08945306
0.01209152 -0.09510306 -0.03192117 0.13203884]
[-0.07228375 0.1437633 0.00118697 -0.15249598 -0.02325494 0.0246543
0.04069063 -0.10127486 -0.01936786 -0.11304808]
[-0.06302385 0.10086364 -0.04956597 0.05139941 0.1541218 0.0782377
-0.13917428 -0.01413187 -0.12042729 -0.13586748]
[-0.15551755 0.00746253 0.06268347 0.02389781 -0.17762879 -0.22053904
-0.18219283 -0.196915 0.08887335 0.17656135]
[-0.20301099 -0.09434183 0.124982 0.28336549 -0.17649724 -0.08779937
-0.16705253 -0.25462368 -0.19768648 0.02616707]
[ 0.11096694 -0.04170643 -0.02136675 0.10424302 0.01003374 -0.07684115
0.10701839 0.00477385 0.02060355 0.01291915]
[ 0.02410334 -0.05554661 -0.21692564 0.12853489 -0.02092149 0.09747082
-0.06499595 -0.01934408 -0.11141825 -0.02108224]
[-0.13136287 -0.06039117 -0.20855223 0.14434491 -0.01312947 0.13945786
0.02352724 -0.25021731 0.05623036 -0.21308674]
[-0.06984266 -0.02574519 0.27681357 0.10148894 0.103031 -0.06257543
-0.14250815 0.12165698 0.06990138 0.03787271]
[ 0.05450241 0.01539015 0.08865709 0.09544759 0.05414375 -0.02269367
0.23691031 0.11992653 -0.03458202 -0.0553978 ]
[ 0.00343363 -0.15037935 -0.29143636 -0.0509007 0.25706494 -0.08990523
0.17367086 0.16414498 0.10333015 -0.03043847]
[ 0.04888623 0.01937573 -0.12166124 0.03578856 -0.07176245 0.32946242
0.24592695 0.20629718 -0.17308757 -0.05690018]
[ 0.01725624 0.01266172 0.12625725 0.1219716 -0.07155673 0.1025791
-0.23310208 -0.03897802 0.21867335 0.10435335]
[ 0.10664312 0.08121345 -0.05039952 -0.10665937 -0.11134282 -0.32920152
0.10082704 0.00849164 0.13970307 0.08892745]
[-0.09798319 0.02290972 -0.01522389 0.02294998 0.01040799 -0.20231392
-0.09251992 -0.01941189 0.01439889 0.12985136]
[-0.12715145 -0.00605318 -0.18944172 0.01955096 -0.32178362 -0.01263514
-0.06912158 -0.02234345 0.02159354 0.08999173]
[ 0.0231627 0.08945202 -0.04850991 -0.05165299 0.283322 0.24711534
0.36637442 0.11409725 -0.12356045 -0.28728585]
[ 0.04646505 -0.17007122 0.00126577 0.0168349 0.3742793 0.0670515
0.29661201 0.09274196 0.09627213 -0.27880979]
[ 0.06281829 -0.2479926 -0.01765443 -0.03376285 0.44009341 -0.00434026
0.29187786 0.04943515 -0.30541524 -0.13428511]
[-0.09341877 -0.36378656 0.02685481 -0.09719559 0.43323244 -0.12959332
0.37240091 -0.08081099 0.01243053 0.18598673]
[-0.226518 -0.19656457 0.08404981 0.03483965 0.66984754 0.11153563
0.2072389 0.04916345 -0.02601867 -0.04757894]
[-0.10601119 -0.02153696 0.29534968 -0.10993143 0.2412014 -0.09330373
0.38992784 0.01585115 -0.15372905 0.10830532]
[-0.07159361 -0.05684851 -0.15365218 -0.02194272 0.23785701 -0.25815665
0.0018808 0.17145107 0.05000226 -0.03580766]
[ 0.09752417 0.18747348 0.1563417 -0.11440696 0.00192035 0.06048623
-0.09001648 0.28537271 0.05619917 0.14566187]
[ 0.29322312 0.16302602 -0.11061924 0.23921727 -0.71070227 -0.25752705
-0.30377721 0.1784423 0.32028185 -0.13031824]
[ 0.04952371 0.15110381 0.25316067 0.25398876 -0.06316303 -0.19470644
-0.17767414 -0.13158697 -0.13718637 -0.28244961]
[ 0.04116518 -0.00290367 -0.10928846 -0.02854017 0.17561617 0.03344516
-0.05683272 -0.18328227 0.05455078 0.23462188]
[-0.01047716 -0.08202634 -0.07115544 -0.06646619 0.03747029 -0.1681828
0.11931614 0.00976363 0.02605825 -0.00662278]
[ 0.01001791 0.01191594 0.23654556 0.04712633 -0.14258865 -0.1226317
0.17375824 0.03959959 -0.20713523 0.08523613]
[ 0.04103576 -0.05289775 0.09408354 -0.03642821 -0.10095194 0.08702058
0.15666276 -0.27148968 -0.05078611 -0.1314363 ]
[-0.03438812 0.01914926 0.07402487 -0.06346285 0.07427759 0.19437063
0.16655549 0.11773864 -0.04656099 0.14588114]
[ 0.22030091 0.05193918 0.02896672 0.08119684 0.0577681 -0.0207778
-0.14839402 0.14802482 -0.05435579 -0.01673939]
[-0.01292326 -0.16396457 -0.00947504 -0.03931189 -0.15897123 -0.09268676
-0.05355355 0.04042905 0.06008852 0.11772732]
[-0.08774234 0.30514349 0.05647846 0.23062869 -0.55754331 -0.24187358
-0.37051236 -0.07481476 0.13812344 0.1553685 ]
[ 0.07911574 0.32267906 0.0110437 0.27196197 -0.39111452 -0.02627274
-0.21410432 0.14954621 0.08262425 0.35667121]
[ 0.22114936 0.19451833 0.22462342 0.07841347 -0.19287028 0.10680709
-0.09047496 0.1627071 0.18749735 0.01222276]
[-0.09486868 0.15884528 0.23088296 -0.01772209 0.07100804 0.14424741
-0.03125687 -0.01505908 -0.0596484 0.01757795]
[-0.10251063 -0.0218964 0.02235465 0.08269455 -0.01949444 0.12062567
0.27446524 0.02049966 -0.28287129 -0.10289916]
[-0.19281958 0.05462278 -0.08022523 -0.306417 0.05785773 0.1056597
0.02224609 0.10386034 -0.17939311 0.07176129]
[ 0.06599218 -0.21137164 -0.09985205 -0.0814944 0.11329809 -0.00352647
0.00274708 0.1537626 -0.10328975 -0.13292998]
[ 0.15903421 -0.1082727 -0.1340777 0.00792024 0.12196925 -0.06563758
-0.06572001 -0.14742822 0.13937293 -0.08430078]
[-0.12623471 0.16493138 0.2532805 -0.03730636 0.19145173 0.09590481
-0.01826278 -0.29800159 -0.13493548 -0.0684124 ]
[-0.34854947 0.136657 0.01159214 -0.02268124 0.0859622 -0.17041407
-0.08379474 0.23531717 -0.09324065 0.09364467]
[ 0.145158 0.12646314 -0.24270374 -0.10238941 0.1087013 -0.28660779
-0.00267624 -0.16739307 -0.01253959 -0.19277092]
[ 0.2072761 -0.134074 0.05846668 -0.02793249 0.03214387 -0.0268248
-0.02791602 -0.1363982 0.10540405 -0.18105509]
[-0.10024277 0.00347776 0.12236572 0.11698221 -0.03441731 -0.11311113
0.21308789 -0.07654139 0.18888866 0.00588683]
[ 0.02663733 -0.0881574 0.21847466 -0.21321431 0.05723151 0.10487628
-0.03139092 -0.11177927 0.03900179 0.26891934]]
[[ 0.34401783]
[ 0.99457366]
[ 0.16847827]
[ 0.48535778]
[-1.72318911]
[-0.23701861]
[-1.11333614]
[-0.02077102]
[ 0.36692614]
[ 0.56669226]]
Progress: 9.2% ... Training loss: 0.446 ... Validation loss: 0.732[[ 0.15532383 0.2961999 -0.11804197 0.10415433 -0.6408073 -0.06503778
-0.13695557 0.12627486 -0.09635058 0.2143623 ]
[ 0.02068223 0.18853875 -0.01725987 0.04653645 0.07364961 -0.0085467
0.28028841 0.04130411 0.14386789 -0.02019041]
[ 0.21977697 0.45203016 0.04417873 0.1730459 -0.0939847 -0.08248239
-0.60112935 -0.03217969 0.13897452 0.41977841]
[-0.05520896 -0.40302389 -0.25932252 -0.04347932 0.22824218 0.18773165
0.25418286 0.0561157 -0.01745861 0.00897518]
[-0.00231423 0.2200287 -0.14750994 0.04687614 0.1047711 -0.17859407
-0.01616226 -0.1198023 -0.19699219 0.05361312]
[-0.3509206 -0.26852704 -0.2886364 0.1342996 0.15521972 0.05666748
-0.01681933 -0.03405995 -0.01712359 0.02872363]
[-0.00284183 -0.1184789 0.01047058 0.10378059 -0.1190836 -0.07286312
0.15084991 -0.18817299 0.18306351 0.04982693]
[ 0.11281725 -0.18666009 0.03016477 -0.07096741 0.18188584 -0.04047612
0.0118397 0.12427903 0.06192012 -0.0101696 ]
[-0.14162988 0.01913493 -0.29386668 0.01988057 -0.17143483 0.05571145
-0.32525714 -0.02649023 0.29015822 -0.07373329]
[ 0.04555577 -0.20458916 0.07865309 0.00367139 0.18383116 -0.0904896
0.0085699 -0.09520098 -0.030201 0.13417768]
[-0.07250673 0.14308918 0.00109668 -0.15286316 -0.02135452 0.02477195
0.0413375 -0.10126397 -0.01955721 -0.1135543 ]
[-0.06326322 0.10012177 -0.04967706 0.05105373 0.15551064 0.07840338
-0.13818016 -0.01411627 -0.12067628 -0.1364007 ]
[-0.15551755 0.00746253 0.06268347 0.02389781 -0.17762879 -0.22053904
-0.18219283 -0.196915 0.08887335 0.17656135]
[-0.20321572 -0.09512711 0.12492441 0.28316229 -0.17578592 -0.08773036
-0.16638032 -0.2546163 -0.19779363 0.02588864]
[ 0.11152228 -0.04044779 -0.02109018 0.10502014 0.00742877 -0.07721483
0.10543394 0.00474001 0.02120004 0.01378643]
[ 0.02459702 -0.05446835 -0.21669128 0.12918299 -0.02301203 0.09713972
-0.06621939 -0.01937422 -0.11088724 -0.02036261]
[-0.13163276 -0.0608829 -0.20867976 0.14399842 -0.01120746 0.13959913
0.02431078 -0.25020594 0.0559324 -0.21357444]
[-0.06971272 -0.02541965 0.27686474 0.10169935 0.10272567 -0.06266276
-0.14261259 0.12164782 0.07007289 0.03804124]
[ 0.05469841 0.01584273 0.0887704 0.09575588 0.0529434 -0.02281614
0.23649028 0.11991129 -0.03433772 -0.05502665]
[ 0.00277479 -0.15230873 -0.29178156 -0.05190535 0.2600921 -0.08944139
0.1755082 0.16418977 0.10262151 -0.03158637]
[ 0.04919741 0.02015211 -0.12144301 0.03634038 -0.07334617 0.32921013
0.24513162 0.20627179 -0.1726435 -0.05647503]
[ 0.01720025 0.01268591 0.12623741 0.12187568 -0.071499 0.10261288
-0.23288833 -0.03897506 0.21865389 0.10417001]
[ 0.10709714 0.08245883 -0.05020831 -0.10603844 -0.11328478 -0.32950566
0.09951673 0.00846662 0.14014591 0.08959459]
[-0.09788838 0.02321412 -0.0151699 0.02310766 0.00984921 -0.20239292
-0.09288757 -0.01941882 0.01452142 0.1300398 ]
[-0.12726609 -0.00641984 -0.18949513 0.01936965 -0.32113693 -0.01254626
-0.06870337 -0.02233567 0.02145584 0.08978119]
[ 0.02265261 0.08793563 -0.04874412 -0.05240081 0.28590889 0.24747846
0.36801831 0.11412831 -0.12410467 -0.28814615]
[ 0.04652898 -0.16992902 0.00130001 0.01693575 0.37395516 0.06700424
0.29645672 0.09273772 0.09634743 -0.27870288]
[ 0.06213551 -0.25007207 -0.0179977 -0.03478439 0.44368158 -0.0038687
0.29424118 0.04947697 -0.3061306 -0.13548343]
[-0.09359548 -0.36423572 0.02676769 -0.09744665 0.43403432 -0.12947087
0.3729291 -0.08080077 0.01224684 0.18570684]
[-0.22664492 -0.19692275 0.083985 0.03465504 0.67035067 0.11162657
0.2076669 0.04917133 -0.02615071 -0.04778323]
[-0.10687581 -0.02401381 0.29494304 -0.11116897 0.24550594 -0.09270374
0.392709 0.01590383 -0.15465402 0.10696537]
[-0.0717576 -0.05722275 -0.15372772 -0.02217299 0.23860011 -0.25806303
0.00240414 0.17146023 0.04982705 -0.03607394]
[ 0.09819803 0.18944442 0.15669935 -0.11336556 -0.00166684 0.06000058
-0.09205881 0.28533071 0.05697504 0.14676796]
[ 0.29330052 0.16303848 -0.11062988 0.2392595 -0.7104366 -0.2575465
-0.30401341 0.17844057 0.32031143 -0.13031973]
[ 0.04940571 0.1507444 0.25309298 0.25380298 -0.06250699 -0.19461144
-0.17731917 -0.13157845 -0.13734282 -0.282703 ]
[ 0.04135729 -0.00252429 -0.10919942 -0.02827211 0.17463249 0.03331505
-0.05734241 -0.18329405 0.05475143 0.23491527]
[-0.01002657 -0.08046755 -0.07091267 -0.0657886 0.03511467 -0.16852593
0.11774532 0.00973226 0.02655783 -0.00583191]
[ 0.01006097 0.01215739 0.23657074 0.04721254 -0.14287434 -0.12268903
0.17365344 0.03959447 -0.20708084 0.08529327]
[ 0.04109908 -0.05260602 0.09413235 -0.03632404 -0.10122135 0.08697695
0.15636615 -0.2714956 -0.05069046 -0.13129193]
[-0.03426195 0.01950737 0.07408294 -0.0632909 0.07365746 0.19428663
0.166147 0.11773118 -0.04643514 0.14608658]
[ 0.22023676 0.05183994 0.02893498 0.08112568 0.05779851 -0.02074375
-0.14835877 0.14802771 -0.05438456 -0.01683103]
[-0.01264575 -0.16321549 -0.00936404 -0.03892276 -0.16003471 -0.09286291
-0.05413532 0.04041179 0.06041657 0.11805481]
[-0.08733029 0.30588427 0.05669934 0.23125433 -0.55927815 -0.24215968
-0.37145552 -0.07484385 0.13865747 0.15602688]
[ 0.08010886 0.32494795 0.01153094 0.27330321 -0.39540871 -0.0269616
-0.21665897 0.1494883 0.08366649 0.35799184]
[ 0.22159891 0.19590708 0.22488715 0.07917648 -0.19544264 0.10642778
-0.09205262 0.1626747 0.18805937 0.01302279]
[-0.09448252 0.15999937 0.23108377 -0.01712386 0.06885861 0.14395967
-0.03262338 -0.01508364 -0.05919616 0.01825837]
[-0.10252443 -0.02193873 0.02234843 0.08267909 -0.01943023 0.12063348
0.27451268 0.02050044 -0.28288662 -0.10291939]
[-0.19300259 0.05409427 -0.08031638 -0.30667652 0.05873593 0.10578734
0.02279976 0.10387148 -0.17959087 0.07150567]
[ 0.06561824 -0.21245221 -0.10003717 -0.08205658 0.11519523 -0.00325715
0.00395523 0.15378586 -0.10370954 -0.13355038]
[ 0.15939459 -0.10741113 -0.133919 0.0083921 0.12047174 -0.06584549
-0.06666528 -0.14744747 0.13973265 -0.08383261]
[-0.12637796 0.16439507 0.25322 -0.0375636 0.1925821 0.09600049
-0.01770131 -0.29799485 -0.1351164 -0.06865367]
[-0.34798506 0.13820806 0.01186744 -0.02183959 0.08297338 -0.1708392
-0.08548594 0.2352848 -0.09260556 0.09445439]
[ 0.14540174 0.12713494 -0.24251091 -0.10190248 0.10810176 -0.28689766
-0.0032532 -0.16741899 -0.01208993 -0.19238779]
[ 0.20761604 -0.13335531 0.05864466 -0.02742057 0.0300842 -0.02703702
-0.028874 -0.13642128 0.10584896 -0.1805738 ]
[-0.10090043 0.00163261 0.12204313 0.11601655 -0.03123448 -0.11265738
0.21526158 -0.07650312 0.18820093 0.00473361]
[ 0.02686064 -0.08768675 0.21858822 -0.21286099 0.05614309 0.10470877
-0.03183531 -0.11179506 0.0392629 0.26927092]]
[[ 0.35211272]
[ 1.00427241]
[ 0.17502977]
[ 0.49372771]
[-1.72330483]
[-0.23195145]
[-1.1115233 ]
[-0.01325493]
[ 0.37517387]
[ 0.57685222]]
Progress: 9.2% ... Training loss: 0.445 ... Validation loss: 0.724[[ 1.56090563e-01 2.98593117e-01 -1.17650166e-01 1.05252585e-01
-6.44148315e-01 -6.55713977e-02 -1.38758451e-01 1.26242487e-01
-9.54849126e-02 2.15385835e-01]
[ 2.06996085e-02 1.88720644e-01 -1.72353973e-02 4.65927753e-02
7.35462320e-02 -8.56475537e-03 2.80138228e-01 4.13035357e-02
1.43891028e-01 -2.00771724e-02]
[ 2.17853455e-01 4.47721819e-01 4.32763771e-02 1.70241692e-01
-8.45394449e-02 -8.11560000e-02 -5.95349799e-01 -3.21041968e-02
1.36946475e-01 4.16876018e-01]
[ -5.27080505e-02 -3.97309662e-01 -2.58165293e-01 -4.01317735e-02
2.16625487e-01 1.86261103e-01 2.46498437e-01 5.60233115e-02
-1.47484027e-02 1.31013886e-02]
[ -1.14460331e-03 2.24041630e-01 -1.46939259e-01 4.85977622e-02
9.97611080e-02 -1.79425491e-01 -1.97070304e-02 -1.19846610e-01
-1.95924620e-01 5.53779439e-02]
[ -3.50815225e-01 -2.68147176e-01 -2.88585342e-01 1.34539378e-01
1.54491821e-01 5.65354260e-02 -1.71887180e-02 -3.40660771e-02
-1.69967859e-02 2.87799944e-02]
[ -1.82685194e-03 -1.15385434e-01 1.09736657e-02 1.05214407e-01
-1.23737159e-01 -7.35288773e-02 1.47514119e-01 -1.88211784e-01
1.84159927e-01 5.14594857e-02]
[ 1.11605498e-01 -1.89923051e-01 2.95756867e-02 -7.27250630e-02
1.87673572e-01 -3.96519716e-02 1.57172568e-02 1.24325279e-01
6.06257706e-02 -1.20872668e-02]
[ -1.42019735e-01 1.77481057e-02 -2.94053779e-01 1.93456692e-02
-1.68985093e-01 5.59626735e-02 -3.23492475e-01 -2.64760885e-02
2.89761677e-01 -7.44664552e-02]
[ 4.52544830e-02 -2.05215191e-01 7.85468910e-02 3.27011534e-03
1.85812796e-01 -9.03308642e-02 9.93473551e-03 -9.51909686e-02
-3.05074000e-02 1.33549696e-01]
[ -7.28374884e-02 1.42132476e-01 9.06357046e-04 -1.53325367e-01
-1.98411617e-02 2.49903726e-02 4.23220069e-02 -1.01251825e-01
-1.98725329e-02 -1.14128917e-01]
[ -6.31124338e-02 1.00528053e-01 -4.96025778e-02 5.12982533e-02
1.54871670e-01 7.83037749e-02 -1.38592452e-01 -1.41229542e-02
-1.20522212e-01 -1.36160021e-01]
[ -1.55517551e-01 7.46252512e-03 6.26834706e-02 2.38978096e-02
-1.77628790e-01 -2.20539039e-01 -1.82192829e-01 -1.96914999e-01
8.88733526e-02 1.76561354e-01]
[ -2.03278134e-01 -9.52833790e-02 1.24879774e-01 2.83054819e-01
-1.75442155e-01 -8.76938849e-02 -1.66161253e-01 -2.54613460e-01
-1.97879947e-01 2.56613625e-02]
[ 1.11283675e-01 -4.11056799e-02 -2.12032075e-02 1.04723018e-01
8.63304494e-03 -7.71004877e-02 1.06212258e-01 4.74827703e-03
2.09523580e-02 1.34070928e-02]
[ 2.56020579e-02 -5.16552737e-02 -2.16198116e-01 1.30678905e-01
-2.81737329e-02 9.64565976e-02 -6.94736992e-02 -1.94142305e-02
-1.09777057e-01 -1.87395459e-02]
[ -1.31554412e-01 -6.05750616e-02 -2.08651196e-01 1.44101414e-01
-1.15307976e-02 1.39547815e-01 2.41263061e-02 -2.50208340e-01
5.59981810e-02 -2.13473774e-01]
[ -6.93371150e-02 -2.41730550e-02 2.77075172e-01 1.02234074e-01
1.01100482e-01 -6.28999405e-02 -1.44001228e-01 1.21632722e-01
7.04959140e-02 3.86674557e-02]
[ 5.38589122e-02 1.34904009e-02 8.83642010e-02 9.45535719e-02
5.68425961e-02 -2.22502814e-02 2.39183806e-01 1.19942719e-01
-3.52198756e-02 -5.63683178e-02]
[ 2.56070987e-03 -1.52972015e-01 -2.91883821e-01 -5.22014427e-02
2.60921088e-01 -8.93084851e-02 1.76226227e-01 1.64197246e-01
1.02422226e-01 -3.18396982e-02]
[ 4.89373469e-02 1.94873661e-02 -1.21586170e-01 3.59149075e-02
-7.16957555e-02 3.29419852e-01 2.45932736e-01 2.06283865e-01
-1.72971234e-01 -5.69825221e-02]
[ 1.75816533e-02 1.38966072e-02 1.26443798e-01 1.22432602e-01
-7.28854614e-02 1.02345018e-01 -2.33494734e-01 -3.89904016e-02
2.19056472e-01 1.04692688e-01]
[ 1.06299762e-01 8.02211600e-02 -5.05956285e-02 -1.07146039e-01
-1.09478087e-01 -3.28994254e-01 1.01995958e-01 8.49617720e-03
1.39355164e-01 8.83530007e-02]
[ -9.80700386e-02 2.26932243e-02 -1.52617874e-02 2.28495486e-02
1.07600869e-02 -2.02276715e-01 -9.23548258e-02 -1.94119100e-02
1.43264825e-02 1.29740927e-01]
[ -1.26994047e-01 -5.92141895e-03 -1.89367222e-01 1.97543142e-02
-3.22428435e-01 -1.27161370e-02 -6.95545371e-02 -2.23459007e-02
2.17154698e-02 9.01961972e-02]
[ 2.25955177e-02 8.77510039e-02 -4.87732743e-02 -5.24478687e-02
2.86302501e-01 2.47513147e-01 3.68269391e-01 1.14129577e-01
-1.24165596e-01 -2.88234836e-01]
[ 4.62889647e-02 -1.70617988e-01 1.17418054e-03 1.65758720e-02
3.75174220e-01 6.71670080e-02 2.97252684e-01 9.27469970e-02
9.60763164e-02 -2.79122535e-01]
[ 6.19042860e-02 -2.50713120e-01 -1.81153167e-02 -3.51155148e-02
4.44822888e-01 -3.71345425e-03 2.95012238e-01 4.94858057e-02
-3.06388453e-01 -1.35838532e-01]
[ -9.43571240e-02 -3.66277440e-01 2.63858850e-02 -9.85506917e-02
4.37725187e-01 -1.28980695e-01 3.75352109e-01 -8.07711667e-02
1.14798259e-02 1.84548644e-01]
[ -2.27216495e-01 -1.98511920e-01 8.37108844e-02 3.38503602e-02
6.72955591e-01 1.12005704e-01 2.09467432e-01 4.91923228e-02
-2.67399705e-02 -4.87061790e-02]
[ -1.07388556e-01 -2.54571951e-02 2.94691618e-01 -1.11910784e-01
2.47853994e-01 -9.23554846e-02 3.94331325e-01 1.59236746e-02
-1.55213105e-01 1.06144796e-01]
[ -7.18550081e-02 -5.75191802e-02 -1.53775787e-01 -2.23036532e-02
2.39073564e-01 -2.58003209e-01 2.70538299e-03 1.71463608e-01
4.97305437e-02 -3.62228177e-02]
[ 9.82514063e-02 1.89544774e-01 1.56729140e-01 -1.13291794e-01
-1.94365270e-03 5.99673364e-02 -9.21739468e-02 2.85329733e-01
5.70468618e-02 1.46826174e-01]
[ 2.93443447e-01 1.63127024e-01 -1.10572175e-01 2.39440661e-01
-7.10942899e-01 -2.57618810e-01 -3.04423084e-01 1.78435828e-01
3.20421385e-01 -1.30140408e-01]
[ 4.96184853e-02 1.51325410e-01 2.53206994e-01 2.54113970e-01
-6.36306346e-02 -1.94761820e-01 -1.78017017e-01 -1.31586925e-01
-1.37106476e-01 -2.82354158e-01]
[ 4.15384474e-02 -2.03356893e-03 -1.09117781e-01 -2.80197064e-02
1.73670422e-01 3.32025152e-02 -5.78909237e-02 -1.83300919e-01
5.49465265e-02 2.35181258e-01]
[ -9.97410215e-03 -8.03203784e-02 -7.08871236e-02 -6.57138336e-02
3.48849743e-02 -1.68569739e-01 1.17496468e-01 9.73032193e-03
2.66327838e-02 -5.74423276e-03]
[ 9.93314003e-03 1.18391776e-02 2.36503757e-01 4.70262484e-02
-1.42419312e-01 -1.22601073e-01 1.74028773e-01 3.95996992e-02
-2.07228147e-01 8.50703434e-02]
[ 4.11276665e-02 -5.24743602e-02 9.41578012e-02 -3.62595873e-02
-1.01490385e-01 8.69547208e-02 1.56312514e-01 -2.71497712e-01
-5.06307396e-02 -1.31253296e-01]
[ -3.41433982e-02 1.98999724e-02 7.41461678e-02 -6.31262792e-02
7.31353721e-02 1.94204977e-01 1.65747221e-01 1.17726677e-01
-4.63180420e-02 1.46240602e-01]
[ 2.20245024e-01 5.19906957e-02 2.89167340e-02 8.11198836e-02
5.78575836e-02 -2.07437260e-02 -1.48574274e-01 1.48028055e-01
-5.43886006e-02 -1.67994510e-02]
[ -1.18391311e-02 -1.61109950e-01 -8.94439719e-03 -3.77534909e-02
-1.63210464e-01 -9.33978714e-02 -5.58940988e-02 4.03804835e-02
6.12696595e-02 1.19225604e-01]
[ -8.75602043e-02 3.05286875e-01 5.65824165e-02 2.30962685e-01
-5.58340697e-01 -2.42037617e-01 -3.70790698e-01 -7.48359719e-02
1.38416559e-01 1.55643753e-01]
[ 8.03912777e-02 3.25936836e-01 1.16908430e-02 2.73690040e-01
-3.96567307e-01 -2.71262848e-02 -2.17690338e-01 1.49477241e-01
8.39891592e-02 3.58425869e-01]
[ 2.21789013e-01 1.96497385e-01 2.24976571e-01 7.94471907e-02
-1.96528299e-01 1.06297899e-01 -9.26535964e-02 1.62667474e-01
1.88232401e-01 1.33363781e-02]
[ -9.37968852e-02 1.61937531e-01 2.31422756e-01 -1.61243346e-02
6.57914857e-02 1.43502882e-01 -3.47881795e-02 -1.51102927e-02
-5.84478132e-02 1.93917693e-02]
[ -1.02217504e-01 -2.10466324e-02 2.25072905e-02 8.31296751e-02
-2.09640048e-02 1.20421511e-01 2.73545024e-01 2.04880947e-02
-2.82531983e-01 -1.02415955e-01]
[ -1.93254934e-01 5.34313165e-02 -8.04441746e-02 -3.07035609e-01
5.99370975e-02 1.05951523e-01 2.34736936e-02 1.03881150e-01
-1.79870319e-01 7.11338308e-02]
[ 6.51489884e-02 -2.13762564e-01 -1.00265442e-01 -8.27125242e-02
1.17437821e-01 -2.96944886e-03 5.42548763e-03 1.53803212e-01
-1.04220511e-01 -1.34339867e-01]
[ 1.59308390e-01 -1.07577229e-01 -1.33970138e-01 8.31234569e-03
1.20649070e-01 -6.58160976e-02 -6.59639064e-02 -1.47446017e-01
1.39639602e-01 -8.40653439e-02]
[ -1.26251534e-01 1.64707242e-01 2.53283196e-01 -3.73439598e-02
1.92162472e-01 9.59391556e-02 -1.83609397e-02 -2.98000067e-01
-1.35018125e-01 -6.83481602e-02]
[ -3.48572005e-01 1.36654763e-01 1.15965539e-02 -2.26326326e-02
8.55226182e-02 -1.70474569e-01 -8.38977260e-02 2.35306325e-01
-9.32036731e-02 9.35570131e-02]
[ 1.45848418e-01 1.28405206e-01 -2.42283137e-01 -1.01322175e-01
1.06318957e-01 -2.87184306e-01 -4.63227923e-03 -1.67436407e-01
-1.16105593e-02 -1.91732101e-01]
[ 2.07487321e-01 -1.33727803e-01 5.85806462e-02 -2.75877095e-02
3.06618148e-02 -2.69667794e-02 -2.84549288e-02 -1.36417180e-01
1.05744848e-01 -1.80789484e-01]
[ -1.01784750e-01 -6.44945541e-04 1.21611197e-01 1.14760471e-01
-2.69876929e-02 -1.12102002e-01 2.18002179e-01 -7.64693317e-02
1.87320693e-01 3.30183890e-03]
[ 2.74924540e-02 -8.60762008e-02 2.18893182e-01 -2.11983897e-01
5.36505628e-02 1.04314654e-01 -3.33088048e-02 -1.11817832e-01
3.98930994e-02 2.70125362e-01]]
[[ 0.34891418]
[ 0.99976494]
[ 0.16936729]
[ 0.49152072]
[-1.7294281 ]
[-0.23173642]
[-1.11327387]
[-0.01762667]
[ 0.37081401]
[ 0.57311623]]
Progress: 9.3% ... Training loss: 0.443 ... Validation loss: 0.727[[ 1.56555402e-01 2.98837163e-01 -1.17406056e-01 1.05789014e-01
-6.44862527e-01 -6.58720105e-02 -1.39118699e-01 1.26218992e-01
-9.49055533e-02 2.15623445e-01]
[ 2.09738983e-02 1.89262431e-01 -1.70987599e-02 4.69634864e-02
7.23320065e-02 -8.74748561e-03 2.79326317e-01 4.12901283e-02
1.44187859e-01 -1.96354695e-02]
[ 2.18986569e-01 4.50352030e-01 4.38071548e-02 1.71759800e-01
-8.98066194e-02 -8.19767438e-02 -5.98235992e-01 -3.21560598e-02
1.38037179e-01 4.18214492e-01]
[ -5.19185317e-02 -3.95492644e-01 -2.57712813e-01 -3.88905645e-02
2.11482870e-01 1.85842741e-01 2.45036477e-01 5.59841212e-02
-1.39661661e-02 1.46489378e-02]
[ -2.22335813e-03 2.20767030e-01 -1.47458175e-01 4.69858276e-02
1.05884704e-01 -1.78788793e-01 -1.65220818e-02 -1.19794582e-01
-1.96782784e-01 5.34180358e-02]
[ -3.50914521e-01 -2.68481332e-01 -2.88617141e-01 1.34389595e-01
1.55415051e-01 5.66061199e-02 -1.67711320e-02 -3.40614634e-02
-1.70353747e-02 2.85362329e-02]
[ -1.43161215e-03 -1.14616692e-01 1.11602967e-02 1.05727334e-01
-1.25069516e-01 -7.37819693e-02 1.46560005e-01 -1.88235745e-01
1.84591875e-01 5.19919134e-02]
[ 1.12701395e-01 -1.87258481e-01 3.00964026e-02 -7.11663990e-02
1.82308134e-01 -4.04603302e-02 1.28363685e-02 1.24272229e-01
6.17773690e-02 -1.06511109e-02]
[ -1.41353089e-01 1.97315216e-02 -2.93727393e-01 2.03067193e-02
-1.72357788e-01 5.55115740e-02 -3.25694767e-01 -2.65096791e-02
2.90439116e-01 -7.33527171e-02]
[ 4.71210061e-02 -2.00245244e-01 7.94597582e-02 5.95153677e-03
1.76940540e-01 -9.16733146e-02 4.25660136e-03 -9.52906447e-02
-2.84692319e-02 1.36391904e-01]
[ -7.21513104e-02 1.43645212e-01 1.24811747e-03 -1.52385613e-01
-2.26498535e-02 2.45494171e-02 4.06216731e-02 -1.01286549e-01
-1.91594304e-02 -1.13151800e-01]
[ -6.36066496e-02 9.91279424e-02 -4.98552718e-02 5.05599366e-02
1.57405356e-01 7.86453245e-02 -1.36833692e-01 -1.40945416e-02
-1.21051086e-01 -1.37140786e-01]
[ -1.55517551e-01 7.46252512e-03 6.26834706e-02 2.38978096e-02
-1.77628790e-01 -2.20539039e-01 -1.82192829e-01 -1.96914999e-01
8.88733526e-02 1.76561354e-01]
[ -2.03082708e-01 -9.47630860e-02 1.24972315e-01 2.83295028e-01
-1.76142917e-01 -8.78086926e-02 -1.66738843e-01 -2.54622014e-01
-1.97665591e-01 2.59249510e-02]
[ 1.11330962e-01 -4.10700850e-02 -2.11799627e-02 1.04788613e-01
8.52199034e-03 -7.71353696e-02 1.06144946e-01 4.74533653e-03
2.10303568e-02 1.34512658e-02]
[ 2.51740242e-02 -5.27157348e-02 -2.16388563e-01 1.30115090e-01
-2.60465262e-02 9.67146260e-02 -6.81768215e-02 -1.93951715e-02
-1.10196019e-01 -1.94097829e-02]
[ -1.31592346e-01 -6.07995137e-02 -2.08665511e-01 1.44027068e-01
-1.13324759e-02 1.39561026e-01 2.42985557e-02 -2.50207148e-01
5.59891911e-02 -2.13516660e-01]
[ -6.89781572e-02 -2.34039036e-02 2.77251505e-01 1.02706638e-01
9.99902953e-02 -6.30984293e-02 -1.44906367e-01 1.21611853e-01
7.08724549e-02 3.91373875e-02]
[ 5.39074065e-02 1.36148358e-02 8.83347807e-02 9.45263842e-02
5.69289634e-02 -2.22672435e-02 2.38962893e-01 1.19946057e-01
-3.52856496e-02 -5.63552612e-02]
[ 3.57209290e-03 -1.50030839e-01 -2.91369596e-01 -5.06723286e-02
2.55416502e-01 -9.00486317e-02 1.73219664e-01 1.64146181e-01
1.03561929e-01 -3.03358041e-02]
[ 4.91879061e-02 1.96942333e-02 -1.21455838e-01 3.62781841e-02
-7.26917324e-02 3.29219376e-01 2.45620790e-01 2.06268392e-01
-1.72658912e-01 -5.67376423e-02]
[ 1.76968357e-02 1.42824683e-02 1.26497401e-01 1.22614705e-01
-7.36306143e-02 1.02264550e-01 -2.33822883e-01 -3.89967852e-02
2.19137931e-01 1.04900280e-01]
[ 1.06625912e-01 8.10832276e-02 -5.04280394e-02 -1.06691571e-01
-1.10958358e-01 -3.29198328e-01 1.01005990e-01 8.47992914e-03
1.39684982e-01 8.88778443e-02]
[ -9.80461333e-02 2.29058814e-02 -1.52478771e-02 2.29050612e-02
1.05346448e-02 -2.02312926e-01 -9.26260701e-02 -1.94141805e-02
1.43659333e-02 1.29808471e-01]
[ -1.26846941e-01 -5.61203574e-03 -1.89302886e-01 1.99396779e-02
-3.23114160e-01 -1.28027150e-02 -6.99645479e-02 -2.23516730e-02
2.18599436e-02 9.04083767e-02]
[ 2.23031377e-02 8.68983562e-02 -4.89194490e-02 -5.28826068e-02
2.87842051e-01 2.47721783e-01 3.69310615e-01 1.14145522e-01
-1.24478258e-01 -2.88776391e-01]
[ 4.58198511e-02 -1.71957815e-01 9.53566382e-04 1.59140057e-02
3.77406329e-01 6.74790054e-02 2.98714500e-01 9.27703175e-02
9.55924476e-02 -2.79858991e-01]
[ 6.17183140e-02 -2.51250175e-01 -1.82151084e-02 -3.54064082e-02
4.45772907e-01 -3.58534421e-03 2.95664137e-01 4.94958071e-02
-3.06606429e-01 -1.36172865e-01]
[ -9.45956548e-02 -3.66869223e-01 2.62743499e-02 -9.88906706e-02
4.38820490e-01 -1.28820757e-01 3.76058405e-01 -8.07594972e-02
1.12294346e-02 1.84169912e-01]
[ -2.27554714e-01 -1.99435276e-01 8.35420099e-02 3.33660829e-02
6.74466040e-01 1.12231716e-01 2.10546813e-01 4.92098189e-02
-2.71017289e-02 -4.92151857e-02]
[ -1.07865752e-01 -2.68785745e-02 2.94471745e-01 -1.12577609e-01
2.50199269e-01 -9.20450418e-02 3.95870021e-01 1.59468716e-02
-1.55710986e-01 1.05371014e-01]
[ -7.20993689e-02 -5.82622273e-02 -1.53895800e-01 -2.26497422e-02
2.40312570e-01 -2.57840344e-01 3.48523951e-03 1.71475081e-01
4.94685441e-02 -3.66233009e-02]
[ 9.90572182e-02 1.91866428e-01 1.57157758e-01 -1.12009004e-01
-6.36357426e-03 5.93886224e-02 -9.47617605e-02 2.85285849e-01
5.79597163e-02 1.48189734e-01]
[ 2.94451174e-01 1.66205139e-01 -1.10051074e-01 2.40906598e-01
-7.15558946e-01 -2.58284088e-01 -3.07673324e-01 1.78380721e-01
3.21550958e-01 -1.28387664e-01]
[ 4.98602653e-02 1.51943269e-01 2.53332648e-01 2.54470861e-01
-6.48559604e-02 -1.94933066e-01 -1.78774645e-01 -1.31599512e-01
-1.36840540e-01 -2.81975438e-01]
[ 4.11350809e-02 -3.07359090e-03 -1.09326423e-01 -2.86270585e-02
1.75779262e-01 3.34549718e-02 -5.66231199e-02 -1.83280063e-01
5.44811616e-02 2.34535062e-01]
[ -1.02677564e-02 -8.11401475e-02 -7.10312075e-02 -6.61433738e-02
3.63542191e-02 -1.68379841e-01 1.18426920e-01 9.74501251e-03
2.63055149e-02 -6.21291383e-03]
[ 1.01226185e-02 1.24492287e-02 2.36582021e-01 4.72727085e-02
-1.43196708e-01 -1.22730067e-01 1.73355885e-01 3.95913996e-02
-2.07048862e-01 8.53980944e-02]
[ 4.14365905e-02 -5.16649476e-02 9.42849150e-02 -3.58252335e-02
-1.02977287e-01 8.67485199e-02 1.55312148e-01 -2.71511717e-01
-5.03056725e-02 -1.30769496e-01]
[ -3.37950147e-02 2.08595125e-02 7.43278710e-02 -6.25598023e-02
7.13256354e-02 1.93935722e-01 1.64621446e-01 1.17705804e-01
-4.59125163e-02 1.46682478e-01]
[ 2.20278408e-01 5.22871892e-02 2.89201195e-02 8.10680964e-02
5.78894243e-02 -2.07432035e-02 -1.48750535e-01 1.48031288e-01
-5.44608657e-02 -1.67925573e-02]
[ -1.16620471e-02 -1.60652093e-01 -8.86409441e-03 -3.75040574e-02
-1.63950115e-01 -9.34860500e-02 -5.64318095e-02 4.03714703e-02
6.14453531e-02 1.19506506e-01]
[ -8.68779880e-02 3.06860105e-01 5.69176003e-02 2.31923224e-01
-5.61385284e-01 -2.42526874e-01 -3.72585614e-01 -7.48726616e-02
1.39161906e-01 1.56619581e-01]
[ 8.14092584e-02 3.28315403e-01 1.21621826e-02 2.75042997e-01
-4.01213054e-01 -2.77796165e-02 -2.20445361e-01 1.49430067e-01
8.50749858e-02 3.59748707e-01]
[ 2.22403544e-01 1.97974626e-01 2.25281193e-01 8.03330201e-02
-1.99574275e-01 1.05881466e-01 -9.44885280e-02 1.62636299e-01
1.88914603e-01 1.43384922e-02]
[ -9.38560164e-02 1.61752016e-01 2.31390633e-01 -1.62171586e-02
6.60945483e-02 1.43546813e-01 -3.45779810e-02 -1.51070219e-02
-5.85157135e-02 1.92883703e-02]
[ -1.02311992e-01 -2.13164011e-02 2.24584698e-02 8.29864446e-02
-2.04786117e-02 1.20478814e-01 2.73848294e-01 2.04924868e-02
-2.82610374e-01 -1.02587964e-01]
[ -1.93185147e-01 5.35934349e-02 -8.04203608e-02 -3.06923756e-01
5.96113242e-02 1.05898502e-01 2.32863493e-02 1.03877008e-01
-1.79792747e-01 7.12587390e-02]
[ 6.48067984e-02 -2.14697960e-01 -1.00424065e-01 -8.31937842e-02
1.19117531e-01 -2.74350914e-03 6.51578510e-03 1.53820630e-01
-1.04585271e-01 -1.34898609e-01]
[ 1.60160867e-01 -1.04989722e-01 -1.33563444e-01 9.55229313e-03
1.16269980e-01 -6.64220725e-02 -6.86787667e-02 -1.47488738e-01
1.40538447e-01 -8.26571185e-02]
[ -1.25890302e-01 1.65094990e-01 2.53479409e-01 -3.68237477e-02
1.90825254e-01 9.56724847e-02 -1.89656319e-02 -2.98021184e-01
-1.34607133e-01 -6.78588954e-02]
[ -3.48199440e-01 1.37322216e-01 1.17420690e-02 -2.22239286e-02
8.40515997e-02 -1.70698412e-01 -8.48064969e-02 2.35293826e-01
-9.28172288e-02 9.38951472e-02]
[ 1.45356306e-01 1.27210694e-01 -2.42495308e-01 -1.01985963e-01
1.08646381e-01 -2.86901947e-01 -3.14330236e-03 -1.67412885e-01
-1.21133942e-02 -1.92526471e-01]
[ 2.07297939e-01 -1.34064896e-01 5.84994718e-02 -2.78605937e-02
3.19048011e-02 -2.68331106e-02 -2.80317242e-02 -1.36409048e-01
1.05510738e-01 -1.81077488e-01]
[ -1.01448601e-01 1.40621590e-04 1.21763055e-01 1.15192712e-01
-2.82856764e-02 -1.12290533e-01 2.17011229e-01 -7.64864881e-02
1.87672676e-01 3.86952637e-03]
[ 2.83100102e-02 -8.38902983e-02 2.19288181e-01 -2.10765470e-01
4.94182009e-02 1.03741789e-01 -3.56214204e-02 -1.11861978e-01
4.08041760e-02 2.71242983e-01]]
[[ 0.36408776]
[ 1.01407324]
[ 0.18325835]
[ 0.50598569]
[-1.72329147]
[-0.2204156 ]
[-1.10592941]
[-0.0035605 ]
[ 0.38826436]
[ 0.59010811]]
Progress: 9.3% ... Training loss: 0.447 ... Validation loss: 0.721[[ 1.55541236e-01 2.95012532e-01 -1.17937208e-01 1.03953908e-01
-6.38100475e-01 -6.51078902e-02 -1.35040837e-01 1.26230765e-01
-9.60663052e-02 2.13685826e-01]
[ 2.09262377e-02 1.89119255e-01 -1.71231004e-02 4.68886674e-02
7.25772062e-02 -8.71528547e-03 2.79501271e-01 4.12906763e-02
1.44163927e-01 -1.97222096e-02]
[ 2.17867312e-01 4.47231030e-01 4.32425405e-02 1.69866785e-01
-8.46145658e-02 -8.12068564e-02 -5.94354627e-01 -3.21429302e-02
1.36654062e-01 4.16402517e-01]
[ -5.35807843e-02 -3.98293243e-01 -2.58519053e-01 -4.09015315e-02
2.17283022e-01 1.86694112e-01 2.49131611e-01 5.59987481e-02
-1.57396138e-02 1.21735299e-02]
[ 1.76563625e-04 2.25378982e-01 -1.46305161e-01 5.00242969e-02
9.51782509e-02 -1.80072409e-01 -2.18843484e-02 -1.19816424e-01
-1.94212106e-01 5.68396817e-02]
[ -3.49879404e-01 -2.66332343e-01 -2.88101618e-01 1.35740121e-01
1.51303930e-01 5.59878898e-02 -1.92301641e-02 -3.40712595e-02
-1.59144477e-02 3.00286365e-02]
[ -2.12763953e-03 -1.17018309e-01 1.08325589e-02 1.04657017e-01
-1.21320976e-01 -7.32945169e-02 1.48768439e-01 -1.88228655e-01
1.83850723e-01 5.09260645e-02]
[ 1.11073170e-01 -1.91697550e-01 2.92628002e-02 -7.36084000e-02
1.89862709e-01 -3.94578244e-02 1.81038976e-02 1.24289108e-01
5.99372948e-02 -1.34385854e-02]
[ -1.42653826e-01 1.60632555e-02 -2.94369273e-01 1.84260103e-02
-1.66084685e-01 5.63124909e-02 -3.21594406e-01 -2.64966793e-02
2.89086954e-01 -7.55025996e-02]
[ 4.59518616e-02 -2.04715637e-01 7.88641918e-02 3.91000725e-03
1.83711031e-01 -9.08498615e-02 9.00229051e-03 -9.52772336e-02
-2.97776431e-02 1.34182741e-01]
[ -7.33815816e-02 1.40341266e-01 6.51342402e-04 -1.54116149e-01
-1.69217087e-02 2.52786362e-02 4.43376553e-02 -1.01274727e-01
-2.04533562e-02 -1.15127102e-01]
[ -6.37971057e-02 9.85423197e-02 -4.99506275e-02 5.02895007e-02
1.58371817e-01 7.87652973e-02 -1.36178072e-01 -1.40926014e-02
-1.21261210e-01 -1.37467123e-01]
[ -1.55517551e-01 7.46252512e-03 6.26834706e-02 2.38978096e-02
-1.77628790e-01 -2.20539039e-01 -1.82192829e-01 -1.96914999e-01
8.88733526e-02 1.76561354e-01]
[ -2.02954334e-01 -9.45791900e-02 1.25039373e-01 2.83478074e-01
-1.76381160e-01 -8.78922780e-02 -1.67093534e-01 -2.54623346e-01
-1.97520769e-01 2.61135187e-02]
[ 1.11067779e-01 -4.18090659e-02 -2.13097875e-02 1.04428801e-01
9.64569986e-03 -7.70009077e-02 1.06960005e-01 4.74790325e-03
2.07766818e-02 1.30138854e-02]
[ 2.59031516e-02 -5.12037471e-02 -2.16038128e-01 1.31006174e-01
-2.89321353e-02 9.63169670e-02 -6.98039049e-02 -1.94019083e-02
-1.09453991e-01 -1.83470493e-02]
[ -1.31319618e-01 -6.04176827e-02 -2.08528644e-01 1.44348183e-01
-1.21659227e-02 1.39454457e-01 2.36223162e-02 -2.50209618e-01
5.62820546e-02 -2.13104685e-01]
[ -6.92388931e-02 -2.39150753e-02 2.77151520e-01 1.02380199e-01
1.01064443e-01 -6.29662100e-02 -1.44317916e-01 1.21614240e-01
7.06193448e-02 3.88416717e-02]
[ 5.32609565e-02 1.14901190e-02 8.79739736e-02 9.34567548e-02
6.03638006e-02 -2.18160388e-02 2.41018810e-01 1.19953562e-01
-3.60713642e-02 -5.74866160e-02]
[ 2.42526675e-03 -1.53212536e-01 -2.91945666e-01 -5.23568100e-02
2.60658571e-01 -8.93399283e-02 1.76824194e-01 1.64157714e-01
1.02314440e-01 -3.22343331e-02]
[ 4.91371731e-02 1.95494046e-02 -1.21473479e-01 3.62115974e-02
-7.25304701e-02 3.29232647e-01 2.45847698e-01 2.06268743e-01
-1.72708209e-01 -5.68233786e-02]
[ 1.68743149e-02 1.21134864e-02 1.26099777e-01 1.21456402e-01
-6.98101419e-02 1.02775937e-01 -2.31000335e-01 -3.89887433e-02
2.18313470e-01 1.03500307e-01]
[ 1.06590957e-01 8.09044509e-02 -5.04400467e-02 -1.06751347e-01
-1.10814849e-01 -3.29195409e-01 1.01107919e-01 8.48030299e-03
1.39610610e-01 8.88161697e-02]
[ -9.85378737e-02 2.15216385e-02 -1.55016424e-02 2.21792224e-02
1.29783485e-02 -2.02000359e-01 -9.10654189e-02 -1.94090929e-02
1.38519075e-02 1.28970419e-01]
[ -1.26849898e-01 -5.61631642e-03 -1.89297218e-01 1.99527979e-02
-3.23135474e-01 -1.28089894e-02 -6.99652356e-02 -2.23518068e-02
2.18699137e-02 9.03827145e-02]
[ 2.21551988e-02 8.64456022e-02 -4.89846305e-02 -5.30829297e-02
2.88499851e-01 2.47807447e-01 3.69818527e-01 1.14146893e-01
-1.24639218e-01 -2.89032964e-01]
[ 4.52604920e-02 -1.73505075e-01 6.61666510e-04 1.50935471e-02
3.79945910e-01 6.78182157e-02 3.00466266e-01 9.27758316e-02
9.49988259e-02 -2.80808853e-01]
[ 6.08095233e-02 -2.53684563e-01 -1.86848334e-02 -3.67293060e-02
4.50096110e-01 -3.02073421e-03 2.98431358e-01 4.95050984e-02
-3.07600979e-01 -1.37711296e-01]
[ -9.53819164e-02 -3.68918822e-01 2.58721869e-02 -1.00006942e-01
4.42174526e-01 -1.28347509e-01 3.78362293e-01 -8.07517057e-02
1.03953477e-02 1.82965995e-01]
[ -2.27563532e-01 -1.99462815e-01 8.35390138e-02 3.33666826e-02
6.74521383e-01 1.12231433e-01 2.10600779e-01 4.92097720e-02
-2.70966198e-02 -4.92219351e-02]
[ -1.08243563e-01 -2.79674249e-02 2.94302090e-01 -1.13111153e-01
2.51893660e-01 -9.18158755e-02 3.97045011e-01 1.59506213e-02
-1.56118630e-01 1.04842550e-01]
[ -7.27964431e-02 -6.01847637e-02 -1.54229277e-01 -2.36161891e-02
2.43554361e-01 -2.57426246e-01 5.57102042e-03 1.71481807e-01
4.87712338e-02 -3.77452962e-02]
[ 9.91948065e-02 1.92134683e-01 1.57218880e-01 -1.11854450e-01
-6.95046194e-03 5.93166538e-02 -9.50745856e-02 2.85284696e-01
5.80674971e-02 1.48388816e-01]
[ 2.94720050e-01 1.66778280e-01 -1.09914062e-01 2.41272099e-01
-7.16495683e-01 -2.58446438e-01 -3.08467904e-01 1.78378055e-01
3.21842173e-01 -1.28003958e-01]
[ 4.98827520e-02 1.51975506e-01 2.53344453e-01 2.54506095e-01
-6.49815685e-02 -1.94949281e-01 -1.78838176e-01 -1.31599699e-01
-1.36819682e-01 -2.81989014e-01]
[ 4.08952765e-02 -3.74078900e-03 -1.09445665e-01 -2.89695130e-02
1.76928617e-01 3.36035076e-02 -5.58649332e-02 -1.83277801e-01
5.42147382e-02 2.34133146e-01]
[ -1.02575720e-02 -8.11290925e-02 -7.10453373e-02 -6.61925188e-02
3.64627356e-02 -1.68361205e-01 1.18377323e-01 9.74567019e-03
2.62598186e-02 -6.23143486e-03]
[ 9.96312138e-03 1.20504504e-02 2.36548304e-01 4.71111389e-02
-1.42301292e-01 -1.22672973e-01 1.73811265e-01 3.95925783e-02
-2.07167898e-01 8.52560281e-02]
[ 4.15094441e-02 -5.14936484e-02 9.43114586e-02 -3.57624343e-02
-1.03188807e-01 8.67202133e-02 1.55137082e-01 -2.71512049e-01
-5.02573427e-02 -1.30661278e-01]
[ -3.37648793e-02 2.09370717e-02 7.43418567e-02 -6.25346723e-02
7.11949753e-02 1.93919805e-01 1.64560700e-01 1.17705486e-01
-4.58857988e-02 1.46723202e-01]
[ 2.20468246e-01 5.27713722e-02 2.90124538e-02 8.13290566e-02
5.70111729e-02 -2.08600467e-02 -1.49334606e-01 1.48029525e-01
-5.42578412e-02 -1.64803521e-02]
[ -1.13174581e-02 -1.59673466e-01 -8.68447959e-03 -3.70221448e-02
-1.65528010e-01 -9.36836237e-02 -5.73240657e-02 4.03678978e-02
6.18109697e-02 1.19953946e-01]
[ -8.54050319e-02 3.09933382e-01 5.76451197e-02 2.33774824e-01
-5.67162165e-01 -2.43311036e-01 -3.76068845e-01 -7.48862541e-02
1.40716439e-01 1.58802882e-01]
[ 8.13349560e-02 3.28111344e-01 1.21249085e-02 2.74951273e-01
-4.00970948e-01 -2.77360807e-02 -2.20224037e-01 1.49430770e-01
8.49953007e-02 3.59640396e-01]
[ 2.22238004e-01 1.97531476e-01 2.25199813e-01 8.01076177e-02
-1.98845959e-01 1.05976221e-01 -9.39946054e-02 1.62637903e-01
1.88771118e-01 1.40755126e-02]
[ -9.39167331e-02 1.61578001e-01 2.31359640e-01 -1.63010275e-02
6.63802624e-02 1.43584376e-01 -3.43837931e-02 -1.51065468e-02
-5.85851486e-02 1.91879523e-02]
[ -1.02310976e-01 -2.13169633e-02 2.24607956e-02 8.29986956e-02
-2.05177730e-02 1.20468650e-01 2.73836030e-01 2.04923965e-02
-2.82601645e-01 -1.02566923e-01]
[ -1.93357635e-01 5.32065510e-02 -8.05068912e-02 -3.07165595e-01
6.02802173e-02 1.06003775e-01 2.37405458e-02 1.03878711e-01
-1.79970983e-01 7.09873886e-02]
[ 6.40248064e-02 -2.16929980e-01 -1.00825661e-01 -8.43308835e-02
1.22901769e-01 -2.27846925e-03 8.83852219e-03 1.53828498e-01
-1.05439475e-01 -1.36179998e-01]
[ 1.60679769e-01 -1.03673739e-01 -1.33272697e-01 1.02267757e-02
1.14071190e-01 -6.67303946e-02 -6.97500672e-02 -1.47493568e-01
1.41114989e-01 -8.19052251e-02]
[ -1.25536593e-01 1.65705252e-01 2.53648979e-01 -3.64320400e-02
1.89400922e-01 9.54820825e-02 -1.95276374e-02 -2.98024436e-01
-1.34231477e-01 -6.74042231e-02]
[ -3.48732712e-01 1.35592703e-01 1.15046535e-02 -2.30149822e-02
8.68811631e-02 -1.70359551e-01 -8.31843459e-02 2.35299347e-01
-9.33783818e-02 9.31140558e-02]
[ 1.44526202e-01 1.24861923e-01 -2.42916572e-01 -1.03185758e-01
1.12561087e-01 -2.86411591e-01 -5.38625480e-04 -1.67404534e-01
-1.30377675e-02 -1.93926788e-01]
[ 2.06676998e-01 -1.36240534e-01 5.81415795e-02 -2.89207026e-02
3.56350337e-02 -2.63862221e-02 -2.58742740e-02 -1.36401928e-01
1.04791302e-01 -1.82305703e-01]
[ -1.02168682e-01 -1.80076601e-03 1.21391013e-01 1.14174271e-01
-2.49374969e-02 -1.11854179e-01 2.19018730e-01 -7.64795126e-02
1.86903699e-01 2.68873773e-03]
[ 2.75519260e-02 -8.59811941e-02 2.18928779e-01 -2.11804764e-01
5.26837384e-02 1.04200700e-01 -3.32626017e-02 -1.11854690e-01
4.00134559e-02 2.70116028e-01]]
[[ 0.34701462]
[ 1.00330463]
[ 0.1684108 ]
[ 0.49364639]
[-1.74384471]
[-0.23528643]
[-1.12405062]
[-0.02125504]
[ 0.37054357]
[ 0.57416488]]
Progress: 9.4% ... Training loss: 0.441 ... Validation loss: 0.724[[ 1.56109995e-01 2.96111485e-01 -1.17568442e-01 1.04984520e-01
-6.39014836e-01 -6.54816643e-02 -1.35865149e-01 1.26180266e-01
-9.52591269e-02 2.14543223e-01]
[ 2.05260979e-02 1.87989414e-01 -1.73273611e-02 4.62772234e-02
7.46473302e-02 -8.42694399e-03 2.80778412e-01 4.13161168e-02
1.43743972e-01 -2.03975041e-02]
[ 2.18007221e-01 4.46826827e-01 4.33082582e-02 1.69904320e-01
-8.32546706e-02 -8.11189279e-02 -5.94260262e-01 -3.21484917e-02
1.36752146e-01 4.16263608e-01]
[ -5.52430743e-02 -4.01799791e-01 -2.59331223e-01 -4.31034937e-02
2.23226506e-01 1.87697425e-01 2.53655291e-01 5.61057353e-02
-1.76792825e-02 1.01313722e-02]
[ -1.11286680e-03 2.21351975e-01 -1.47022988e-01 4.80890009e-02
1.01754770e-01 -1.79159598e-01 -1.68365688e-02 -1.19738780e-01
-1.95422031e-01 5.41454335e-02]
[ -3.49914086e-01 -2.66641672e-01 -2.88118033e-01 1.35739253e-01
1.51790681e-01 5.59593485e-02 -1.87676225e-02 -3.40736175e-02
-1.58652970e-02 2.99393255e-02]
[ -2.21488757e-03 -1.17797767e-01 1.07538773e-02 1.04465848e-01
-1.19838499e-01 -7.31678682e-02 1.49394510e-01 -1.88220433e-01
1.83748927e-01 5.05681785e-02]
[ 1.11168067e-01 -1.91927269e-01 2.93539098e-02 -7.33706033e-02
1.90386167e-01 -3.95147515e-02 1.85074650e-02 1.24274909e-01
6.01123024e-02 -1.33189744e-02]
[ -1.43188683e-01 1.44693145e-02 -2.94632854e-01 1.76741876e-02
-1.63353507e-01 5.66605724e-02 -3.19721260e-01 -2.64651900e-02
2.88519456e-01 -7.63430251e-02]
[ 4.58508942e-02 -2.05467376e-01 7.88795242e-02 3.88869222e-03
1.86231185e-01 -9.08088818e-02 1.00506463e-02 -9.52821822e-02
-2.97518081e-02 1.33972195e-01]
[ -7.36255521e-02 1.39228589e-01 5.09202299e-04 -1.54447154e-01
-1.55903173e-02 2.54444945e-02 4.57392592e-02 -1.01261899e-01
-2.06894274e-02 -1.15685179e-01]
[ -6.40140575e-02 9.74942874e-02 -5.00913877e-02 4.99357580e-02
1.59744137e-01 7.89477211e-02 -1.35262706e-01 -1.40773278e-02
-1.21496110e-01 -1.37866512e-01]
[ -1.55517551e-01 7.46252512e-03 6.26834706e-02 2.38978096e-02
-1.77628790e-01 -2.20539039e-01 -1.82192829e-01 -1.96914999e-01
8.88733526e-02 1.76561354e-01]
[ -2.02895460e-01 -9.45446897e-02 1.25063121e-01 2.83556699e-01
-1.76540260e-01 -8.79392884e-02 -1.67131578e-01 -2.54627797e-01
-1.97422874e-01 2.61893299e-02]
[ 1.11183885e-01 -4.16508136e-02 -2.12597893e-02 1.04614074e-01
9.18143032e-03 -7.70991699e-02 1.06706840e-01 4.73867233e-03
2.09340089e-02 1.32007703e-02]
[ 2.55986924e-02 -5.20172242e-02 -2.16180390e-01 1.30608211e-01
-2.73372976e-02 9.64907759e-02 -6.87362751e-02 -1.93850132e-02
-1.09751992e-01 -1.88415548e-02]
[ -1.31009595e-01 -5.96375952e-02 -2.08382751e-01 1.44760897e-01
-1.34577692e-02 1.39259283e-01 2.26961694e-02 -2.50227834e-01
5.65924012e-02 -2.12634339e-01]
[ -6.95730053e-02 -2.48101718e-02 2.76994506e-01 1.01908882e-01
1.02778881e-01 -6.27453274e-02 -1.43300593e-01 1.21634601e-01
7.02589570e-02 3.83248838e-02]
[ 5.32564314e-02 1.09965744e-02 8.79292800e-02 9.34025393e-02
6.10842794e-02 -2.17460487e-02 2.41292719e-01 1.19956593e-01
-3.60798770e-02 -5.77689612e-02]
[ 2.50268802e-03 -1.53367151e-01 -2.91894400e-01 -5.22566535e-02
2.60705762e-01 -8.93443555e-02 1.76698339e-01 1.64151427e-01
1.02410237e-01 -3.21117884e-02]
[ 4.90737154e-02 1.91666580e-02 -1.21508027e-01 3.61323287e-02
-7.21092379e-02 3.29265933e-01 2.46243586e-01 2.06272052e-01
-1.72752909e-01 -5.69947101e-02]
[ 1.67263091e-02 1.17845881e-02 1.26084729e-01 1.21383831e-01
-6.86509896e-02 1.02820287e-01 -2.29974353e-01 -3.89882273e-02
2.18225025e-01 1.03436437e-01]
[ 1.06310289e-01 8.00801811e-02 -5.05732550e-02 -1.07161157e-01
-1.09394376e-01 -3.29007048e-01 1.02013996e-01 8.49724649e-03
1.39323634e-01 8.83487471e-02]
[ -9.83688892e-02 2.19747650e-02 -1.54331308e-02 2.24239845e-02
1.21671658e-02 -2.02115862e-01 -9.16115251e-02 -1.94196390e-02
1.40189402e-02 1.29242896e-01]
[ -1.27007968e-01 -6.06208205e-03 -1.89377429e-01 1.97103499e-02
-3.22263014e-01 -1.26900306e-02 -6.93974008e-02 -2.23409781e-02
2.16834005e-02 9.00829006e-02]
[ 2.17299801e-02 8.51874897e-02 -4.91998301e-02 -5.37135317e-02
2.90653462e-01 2.48101856e-01 3.71169334e-01 1.14173568e-01
-1.25109161e-01 -2.89745854e-01]
[ 4.49218348e-02 -1.74455437e-01 5.01847909e-04 1.46060017e-02
3.81599361e-01 6.80502313e-02 3.01552943e-01 9.27961949e-02
9.46498109e-02 -2.81358266e-01]
[ 6.03437547e-02 -2.55072515e-01 -1.89137852e-02 -3.73962676e-02
4.52463405e-01 -2.70671969e-03 2.99978993e-01 4.95340283e-02
-3.08094297e-01 -1.38493478e-01]
[ -9.59306573e-02 -3.70422935e-01 2.56044963e-02 -1.00801340e-01
4.44861219e-01 -1.27971137e-01 3.80127543e-01 -8.07176205e-02
9.81888990e-03 1.82123720e-01]
[ -2.27683409e-01 -1.99806983e-01 8.34880038e-02 3.32240688e-02
6.74959778e-01 1.12302167e-01 2.11025310e-01 4.92159020e-02
-2.71984817e-02 -4.94085187e-02]
[ -1.08808550e-01 -2.95622598e-02 2.94035493e-01 -1.13900023e-01
2.54664333e-01 -9.14436338e-02 3.98837079e-01 1.59849727e-02
-1.56703367e-01 1.03987601e-01]
[ -7.31052866e-02 -6.10748716e-02 -1.54370357e-01 -2.40569404e-02
2.45074748e-01 -2.57211925e-01 6.60898223e-03 1.71501173e-01
4.84413593e-02 -3.82668692e-02]
[ 9.89716358e-02 1.91484043e-01 1.57108489e-01 -1.12203335e-01
-5.75039271e-03 5.94814383e-02 -9.43921404e-02 2.85299674e-01
5.78065114e-02 1.48068425e-01]
[ 2.95072166e-01 1.67941842e-01 -1.09725867e-01 2.41868910e-01
-7.18019164e-01 -2.58722943e-01 -3.09647503e-01 1.78353686e-01
3.22201610e-01 -1.27357030e-01]
[ 4.95887751e-02 1.51148939e-01 2.53197788e-01 2.54078475e-01
-6.33632762e-02 -1.94757433e-01 -1.77975155e-01 -1.31580369e-01
-1.37152406e-01 -2.82500972e-01]
[ 4.08615548e-02 -4.09480852e-03 -1.09473491e-01 -2.90213307e-02
1.77191972e-01 3.36363635e-02 -5.56438256e-02 -1.83275491e-01
5.41695416e-02 2.34102282e-01]
[ -1.03162966e-02 -8.13467150e-02 -7.10829502e-02 -6.62970252e-02
3.68381063e-02 -1.68310365e-01 1.18472506e-01 9.74999488e-03
2.61936334e-02 -6.35480980e-03]
[ 1.04076039e-02 1.31296471e-02 2.36766937e-01 4.78184773e-02
-1.44615028e-01 -1.22974189e-01 1.72591301e-01 3.95612801e-02
-2.06606630e-01 8.58862797e-02]
[ 4.14133303e-02 -5.17730551e-02 9.42647122e-02 -3.59014048e-02
-1.02740639e-01 8.67862676e-02 1.55453053e-01 -2.71506058e-01
-5.03612020e-02 -1.30822880e-01]
[ -3.36418349e-02 2.12687329e-02 7.44034318e-02 -6.23521512e-02
7.06362814e-02 1.93830173e-01 1.64094721e-01 1.17697526e-01
-4.57371782e-02 1.47011453e-01]
[ 2.19912146e-01 5.13399944e-02 2.87112173e-02 8.04491449e-02
6.01888614e-02 -2.04694422e-02 -1.47786481e-01 1.48068956e-01
-5.49432532e-02 -1.74199876e-02]
[ -1.07898670e-02 -1.58195087e-01 -8.42940689e-03 -3.62576365e-02
-1.67450402e-01 -9.40462163e-02 -5.90026734e-02 4.03338004e-02
6.23898669e-02 1.20691218e-01]
[ -8.38948623e-02 3.13476217e-01 5.84118869e-02 2.35959258e-01
-5.74082813e-01 -2.44266814e-01 -3.79527755e-01 -7.49860519e-02
1.42404477e-01 1.61180715e-01]
[ 8.16975646e-02 3.29005188e-01 1.23105556e-02 2.75478041e-01
-4.02617552e-01 -2.79982282e-02 -2.21268811e-01 1.49406699e-01
8.54136679e-02 3.60160587e-01]
[ 2.22340395e-01 1.97747159e-01 2.25262803e-01 8.02873497e-02
-1.99483270e-01 1.05878272e-01 -9.42406589e-02 1.62629642e-01
1.88916841e-01 1.42062181e-02]
[ -9.37016433e-02 1.62214733e-01 2.31458351e-01 -1.59932223e-02
6.55316880e-02 1.43436665e-01 -3.51084153e-02 -1.51199100e-02
-5.83527625e-02 1.95383880e-02]
[ -1.02131563e-01 -2.08219764e-02 2.25329296e-02 8.32726269e-02
-2.13803140e-02 1.20337581e-01 2.73339259e-01 2.04811555e-02
-2.82418369e-01 -1.02274151e-01]
[ -1.93411032e-01 5.29807506e-02 -8.05458244e-02 -3.07290110e-01
6.06704361e-02 1.06058799e-01 2.39858852e-02 1.03882990e-01
-1.80033015e-01 7.08548908e-02]
[ 6.37333055e-02 -2.17764224e-01 -1.00963197e-01 -8.47328260e-02
1.24295946e-01 -2.09073033e-03 9.74300775e-03 1.53845567e-01
-1.05739023e-01 -1.36652461e-01]
[ 1.60585163e-01 -1.04207177e-01 -1.33298413e-01 1.01826149e-02
1.14331035e-01 -6.66736546e-02 -6.93341365e-02 -1.47492408e-01
1.41113576e-01 -8.20551121e-02]
[ -1.25961006e-01 1.64503367e-01 2.53414489e-01 -3.71114634e-02
1.91829255e-01 9.57882578e-02 -1.81328594e-02 -2.97996162e-01
-1.34693826e-01 -6.80846920e-02]
[ -3.49313405e-01 1.33900692e-01 1.12305969e-02 -2.38253477e-02
8.96402619e-02 -1.70000607e-01 -8.12730560e-02 2.35333615e-01
-9.39927905e-02 9.21893408e-02]
[ 1.44681705e-01 1.24956575e-01 -2.42847951e-01 -1.02957676e-01
1.12337197e-01 -2.86477862e-01 -6.23682998e-04 -1.67415488e-01
-1.28629359e-02 -1.93780712e-01]
[ 2.07099813e-01 -1.35181101e-01 5.83667704e-02 -2.82887866e-02
3.44234371e-02 -2.66986809e-02 -2.68455147e-02 -1.36430447e-01
1.05195321e-01 -1.81604754e-01]
[ -1.02321946e-01 -2.41502155e-03 1.21320674e-01 1.13924552e-01
-2.37091380e-02 -1.11747101e-01 2.19764391e-01 -7.64705905e-02
1.86750615e-01 2.39838890e-03]
[ 2.76646939e-02 -8.60061380e-02 2.18972001e-01 -2.11587156e-01
5.26674551e-02 1.04139754e-01 -3.33086369e-02 -1.11864689e-01
4.02207254e-02 2.70146411e-01]]
[[ 0.34656705]
[ 1.00428463]
[ 0.16795007]
[ 0.49359591]
[-1.75571551]
[-0.23886834]
[-1.13125754]
[-0.02398141]
[ 0.37055032]
[ 0.57393935]]
Progress: 9.4% ... Training loss: 0.440 ... Validation loss: 0.723[[ 1.55369596e-01 2.93906602e-01 -1.17867277e-01 1.03969347e-01
-6.34561940e-01 -6.49693118e-02 -1.33304175e-01 1.26226560e-01
-9.59675022e-02 2.13308657e-01]
[ 2.03780505e-02 1.87524001e-01 -1.74049015e-02 4.60552402e-02
7.54321507e-02 -8.31702313e-03 2.81358514e-01 4.13266390e-02
1.43571492e-01 -2.06738494e-02]
[ 2.17058705e-01 4.44591445e-01 4.28801851e-02 1.68376578e-01
-7.76438282e-02 -8.04416908e-02 -5.91186554e-01 -3.20811383e-02
1.35772175e-01 4.14700461e-01]
[ -5.47642225e-02 -4.01032621e-01 -2.59114202e-01 -4.22887766e-02
2.20716653e-01 1.87393485e-01 2.52807839e-01 5.60735442e-02
-1.72274410e-02 1.08567023e-02]
[ -3.55385796e-04 2.23527965e-01 -1.46550820e-01 4.94579479e-02
9.77967838e-02 -1.79862167e-01 -1.91651053e-02 -1.19807476e-01
-1.94425859e-01 5.52496313e-02]
[ -3.49758312e-01 -2.66477488e-01 -2.88053032e-01 1.36016001e-01
1.50962795e-01 5.58103933e-02 -1.89498184e-02 -3.40873565e-02
-1.56627731e-02 3.00903749e-02]
[ -3.95027247e-03 -1.22752434e-01 9.95976803e-03 1.01879417e-01
-1.10555688e-01 -7.19183427e-02 1.55314224e-01 -1.88099228e-01
1.81866181e-01 4.74613202e-02]
[ 1.10670397e-01 -1.93205849e-01 2.91369375e-02 -7.40794612e-02
1.92855064e-01 -3.91608732e-02 1.99794129e-02 1.24306808e-01
5.96881309e-02 -1.40273928e-02]
[ -1.42780091e-01 1.53197060e-02 -2.94418065e-01 1.82318225e-02
-1.65003832e-01 5.63724468e-02 -3.20756363e-01 -2.64931844e-02
2.88895574e-01 -7.57434963e-02]
[ 4.50234182e-02 -2.07980054e-01 7.85144504e-02 2.62721000e-03
1.90437421e-01 -9.02205112e-02 1.28442490e-02 -9.52248412e-02
-3.05092498e-02 1.32378965e-01]
[ -7.35834365e-02 1.39028303e-01 5.25802781e-04 -1.54417506e-01
-1.49312815e-02 2.54147723e-02 4.62031700e-02 -1.01268406e-01
-2.07076751e-02 -1.15699121e-01]
[ -6.48973859e-02 9.49885795e-02 -5.04742052e-02 4.87066854e-02
1.64152361e-01 7.95553957e-02 -1.32345857e-01 -1.40167902e-02
-1.22448695e-01 -1.39324039e-01]
[ -1.55517551e-01 7.46252512e-03 6.26834706e-02 2.38978096e-02
-1.77628790e-01 -2.20539039e-01 -1.82192829e-01 -1.96914999e-01
8.88733526e-02 1.76561354e-01]
[ -2.02711365e-01 -9.41874221e-02 1.25155744e-01 2.83847960e-01
-1.77534793e-01 -8.80767060e-02 -1.67637114e-01 -2.54641421e-01
-1.97222042e-01 2.64408000e-02]
[ 1.11114038e-01 -4.18321752e-02 -2.12875425e-02 1.04536101e-01
9.44301019e-03 -7.70812762e-02 1.07015504e-01 4.74223631e-03
2.09001393e-02 1.30510985e-02]
[ 2.55815171e-02 -5.21184129e-02 -2.16199428e-01 1.30598270e-01
-2.70711628e-02 9.64915379e-02 -6.86045275e-02 -1.93870230e-02
-1.09758749e-01 -1.88118597e-02]
[ -1.31328912e-01 -6.05285461e-02 -2.08511420e-01 1.44274351e-01
-1.16397820e-02 1.39487482e-01 2.37680391e-02 -2.50206722e-01
5.62215500e-02 -2.13209162e-01]
[ -6.98285200e-02 -2.54648150e-02 2.76877050e-01 1.01492221e-01
1.04122708e-01 -6.25525390e-02 -1.42283162e-01 1.21653246e-01
6.99887822e-02 3.77759360e-02]
[ 5.25311939e-02 8.65773574e-03 8.75924648e-02 9.23281667e-02
6.51351751e-02 -2.11699471e-02 2.43762956e-01 1.20010642e-01
-3.68461335e-02 -5.90873986e-02]
[ 1.69308743e-03 -1.55567019e-01 -2.92288351e-01 -5.34650830e-02
2.64616687e-01 -8.87850707e-02 1.79167334e-01 1.64208043e-01
1.01548305e-01 -3.33370402e-02]
[ 4.94290515e-02 2.03453566e-02 -1.21294086e-01 3.67693862e-02
-7.41410579e-02 3.28955260e-01 2.45005920e-01 2.06240265e-01
-1.72272669e-01 -5.63894687e-02]
[ 1.66835959e-02 1.14541836e-02 1.26051209e-01 1.21254900e-01
-6.79702876e-02 1.02867474e-01 -2.29504148e-01 -3.89829292e-02
2.18138200e-01 1.03289698e-01]
[ 1.06366142e-01 8.01599494e-02 -5.05363223e-02 -1.07094929e-01
-1.09640488e-01 -3.29041213e-01 1.01836739e-01 8.49417750e-03
1.39354925e-01 8.84318340e-02]
[ -9.82546351e-02 2.22812105e-02 -1.53768023e-02 2.25876858e-02
1.16061020e-02 -2.02195578e-01 -9.19891324e-02 -1.94273551e-02
1.41430043e-02 1.29431987e-01]
[ -1.27146788e-01 -6.50567855e-03 -1.89451341e-01 1.94940510e-02
-3.21488041e-01 -1.25839526e-02 -6.88641222e-02 -2.23306862e-02
2.15153664e-02 8.98234889e-02]
[ 2.11433185e-02 8.36111610e-02 -4.94854569e-02 -5.45529580e-02
2.93637284e-01 2.48505253e-01 3.73061623e-01 1.14214480e-01
-1.25738743e-01 -2.90733462e-01]
[ 4.47780122e-02 -1.74881927e-01 4.28675066e-04 1.43841150e-02
3.82307424e-01 6.81593149e-02 3.02095243e-01 9.28068132e-02
9.45132490e-02 -2.81625182e-01]
[ 5.99035327e-02 -2.56327000e-01 -1.91331252e-02 -3.80406932e-02
4.54807332e-01 -2.39526193e-03 3.01486693e-01 4.95651434e-02
-3.08589000e-01 -1.39243636e-01]
[ -9.65189553e-02 -3.72013003e-01 2.53127215e-02 -1.01658835e-01
4.47837513e-01 -1.27553709e-01 3.82013372e-01 -8.06757537e-02
9.20288275e-03 1.81244451e-01]
[ -2.27773494e-01 -2.00075972e-01 8.34422258e-02 3.30771307e-02
6.75452394e-01 1.12368419e-01 2.11315064e-01 4.92227359e-02
-2.72947465e-02 -4.95740737e-02]
[ -1.08834856e-01 -2.96531808e-02 2.94027430e-01 -1.13929111e-01
2.54758401e-01 -9.14291693e-02 3.98920608e-01 1.59861104e-02
-1.56725795e-01 1.03953948e-01]
[ -7.32841033e-02 -6.15910530e-02 -1.54452675e-01 -2.43125575e-02
2.45964451e-01 -2.57086943e-01 7.21111298e-03 1.71513218e-01
4.82549261e-02 -3.85518277e-02]
[ 9.89275804e-02 1.91380263e-01 1.57103723e-01 -1.12258346e-01
-5.52299369e-03 5.95090240e-02 -9.42455447e-02 2.85302524e-01
5.77719218e-02 1.48001851e-01]
[ 2.94807014e-01 1.66903026e-01 -1.09864858e-01 2.41432715e-01
-7.16657447e-01 -2.58468295e-01 -3.08879151e-01 1.78376427e-01
3.21969941e-01 -1.27805409e-01]
[ 4.95101589e-02 1.50982846e-01 2.53168609e-01 2.53984889e-01
-6.30526913e-02 -1.94704516e-01 -1.77871197e-01 -1.31575150e-01
-1.37251159e-01 -2.82673956e-01]
[ 4.11059937e-02 -3.37031033e-03 -1.09365744e-01 -2.86937480e-02
1.76018615e-01 3.34610447e-02 -5.66983203e-02 -1.83290327e-01
5.44111386e-02 2.34480835e-01]
[ -1.03333425e-02 -8.13960506e-02 -7.10903825e-02 -6.63198768e-02
3.69198722e-02 -1.68299937e-01 1.18516312e-01 9.75089757e-03
2.61761480e-02 -6.38081173e-03]
[ 1.02971575e-02 1.28254133e-02 2.36722248e-01 4.76599295e-02
-1.44049306e-01 -1.22908159e-01 1.72907105e-01 3.95683725e-02
-2.06724779e-01 8.57360765e-02]
[ 4.12340684e-02 -5.22513786e-02 9.41793480e-02 -3.61619934e-02
-1.01857639e-01 8.69086431e-02 1.56041211e-01 -2.71494998e-01
-5.05532894e-02 -1.31102316e-01]
[ -3.39266207e-02 2.04960225e-02 7.42649322e-02 -6.27852691e-02
7.21023390e-02 1.94034972e-01 1.64996327e-01 1.17718607e-01
-4.60527046e-02 1.46552537e-01]
[ 2.19787360e-01 5.10189552e-02 2.86607777e-02 8.02903871e-02
6.08330752e-02 -2.04207583e-02 -1.47342374e-01 1.48075987e-01
-5.50449200e-02 -1.76246481e-02]
[ -1.02620431e-02 -1.56680412e-01 -8.16258263e-03 -3.55180628e-02
-1.69812174e-01 -9.44074606e-02 -6.06404999e-02 4.02969525e-02
6.29237282e-02 1.21505722e-01]
[ -8.38352422e-02 3.13393718e-01 5.84448238e-02 2.36001826e-01
-5.74164814e-01 -2.44263866e-01 -3.79313326e-01 -7.49893632e-02
1.42426580e-01 1.61120693e-01]
[ 8.27643821e-02 3.31788452e-01 1.28590273e-02 2.76993972e-01
-4.07543654e-01 -2.87530629e-02 -2.23941183e-01 1.49327926e-01
8.65573112e-02 3.61704832e-01]
[ 2.22366642e-01 1.97828773e-01 2.25295290e-01 8.04180905e-02
-1.99652874e-01 1.05822513e-01 -9.43431803e-02 1.62624732e-01
1.89000403e-01 1.43258337e-02]
[ -9.34685412e-02 1.62822537e-01 2.31580815e-01 -1.56431618e-02
6.42953674e-02 1.43267099e-01 -3.57882033e-02 -1.51373634e-02
-5.80921509e-02 1.99178974e-02]
[ -1.02120369e-01 -2.07807967e-02 2.25380156e-02 8.32994271e-02
-2.15083142e-02 1.20321851e-01 2.73323275e-01 2.04792446e-02
-2.82395046e-01 -1.02258422e-01]
[ -1.93552993e-01 5.25803583e-02 -8.06249695e-02 -3.07488029e-01
6.13065706e-02 1.06153403e-01 2.44833454e-02 1.03891709e-01
-1.80191385e-01 7.06300556e-02]
[ 6.31956961e-02 -2.19295245e-01 -1.01225923e-01 -8.55155385e-02
1.26981510e-01 -1.72403771e-03 1.12525458e-02 1.53883756e-01
-1.06325721e-01 -1.37509187e-01]
[ 1.60219832e-01 -1.05411442e-01 -1.33476973e-01 9.65551321e-03
1.15990543e-01 -6.64106649e-02 -6.81741218e-02 -1.47466873e-01
1.40728889e-01 -8.27113963e-02]
[ -1.26421448e-01 1.63191373e-01 2.53195611e-01 -3.77811983e-02
1.94134247e-01 9.61117422e-02 -1.66246284e-02 -2.97966353e-01
-1.35194601e-01 -6.88371467e-02]
[ -3.49303845e-01 1.33835072e-01 1.12398894e-02 -2.38941951e-02
8.98204511e-02 -1.69957560e-01 -8.14022585e-02 2.35333450e-01
-9.39889994e-02 9.21250383e-02]
[ 1.44143961e-01 1.23521776e-01 -2.43087854e-01 -1.03709200e-01
1.14951767e-01 -2.86140758e-01 1.10612271e-03 -1.67380007e-01
-1.34281827e-02 -1.94717337e-01]
[ 2.07984735e-01 -1.33065119e-01 5.88306232e-02 -2.69554008e-02
3.04983034e-02 -2.73505182e-02 -2.89018869e-02 -1.36497669e-01
1.06206381e-01 -1.80203467e-01]
[ -1.02778403e-01 -3.68646994e-03 1.21110961e-01 1.13302290e-01
-2.10487881e-02 -1.11462430e-01 2.21325151e-01 -7.64395829e-02
1.86291913e-01 1.63709872e-03]
[ 2.69214975e-02 -8.80526650e-02 2.18614620e-01 -2.12741978e-01
5.64464771e-02 1.04706617e-01 -3.09075110e-02 -1.11807764e-01
3.93870103e-02 2.68851381e-01]]
[[ 0.33586454]
[ 0.99582226]
[ 0.15743955]
[ 0.48427828]
[-1.76859895]
[-0.24733547]
[-1.14316661]
[-0.0329532 ]
[ 0.3602466 ]
[ 0.56445746]]
Progress: 9.5% ... Training loss: 0.446 ... Validation loss: 0.734[[ 1.53223682e-01 2.87359175e-01 -1.18909671e-01 1.00678026e-01
-6.21882672e-01 -6.33908100e-02 -1.25249034e-01 1.26445192e-01
-9.84333395e-02 2.09669157e-01]
[ 2.04231626e-02 1.87485828e-01 -1.73942683e-02 4.61124895e-02
7.53370490e-02 -8.34456892e-03 2.81255413e-01 4.13208658e-02
1.43592616e-01 -2.06212092e-02]
[ 2.15190661e-01 4.40226135e-01 4.19028074e-02 1.65271469e-01
-6.61550075e-02 -7.89257224e-02 -5.86071414e-01 -3.18692270e-02
1.33417817e-01 4.11949655e-01]
[ -5.09713236e-02 -3.91577262e-01 -2.57291574e-01 -3.66320355e-02
2.00552756e-01 1.84761197e-01 2.41788138e-01 5.56877577e-02
-1.30802875e-02 1.69298284e-02]
[ -2.06237648e-03 2.19416132e-01 -1.47367911e-01 4.69078160e-02
1.07802074e-01 -1.78709558e-01 -1.31321964e-02 -1.19642769e-01
-1.96348216e-01 5.25328975e-02]
[ -3.49213579e-01 -2.65725836e-01 -2.87804036e-01 1.36857239e-01
1.48293899e-01 5.53645005e-02 -2.01266605e-02 -3.41435936e-02
-1.50464078e-02 3.08885328e-02]
[ -5.85829455e-03 -1.28083167e-01 9.07716348e-03 9.91463534e-02
-1.00718209e-01 -7.05880327e-02 1.61723844e-01 -1.87920445e-01
1.79834325e-01 4.42569058e-02]
[ 1.09765098e-01 -1.96063030e-01 2.86554879e-02 -7.55676985e-02
1.98401566e-01 -3.84380940e-02 2.27055280e-02 1.24406910e-01
5.85655434e-02 -1.53783315e-02]
[ -1.41676821e-01 1.82262040e-02 -2.93900520e-01 1.97969786e-02
-1.69953601e-01 5.55550371e-02 -3.23794322e-01 -2.66015004e-02
2.90043371e-01 -7.39214087e-02]
[ 4.29080471e-02 -2.14555250e-01 7.74490969e-02 -6.44975065e-04
2.02729028e-01 -8.86812776e-02 1.99628580e-02 -9.50056385e-02
-3.29539143e-02 1.28858106e-01]
[ -7.23445858e-02 1.41934247e-01 1.11869719e-03 -1.52569703e-01
-2.09938493e-02 2.44618306e-02 4.29154085e-02 -1.01398848e-01
-1.93441736e-02 -1.13636965e-01]
[ -6.51861845e-02 9.41280669e-02 -5.05992596e-02 4.83161611e-02
1.65688639e-01 7.97588906e-02 -1.31255769e-01 -1.39912193e-02
-1.22757814e-01 -1.39800442e-01]
[ -1.55517551e-01 7.46252512e-03 6.26834706e-02 2.38978096e-02
-1.77628790e-01 -2.20539039e-01 -1.82192829e-01 -1.96914999e-01
8.88733526e-02 1.76561354e-01]
[ -2.02749355e-01 -9.44453258e-02 1.25129445e-01 2.83786798e-01
-1.77088148e-01 -8.80570065e-02 -1.67338117e-01 -2.54635330e-01
-1.97263293e-01 2.63405555e-02]
[ 1.11407041e-01 -4.15021730e-02 -2.11442643e-02 1.04985436e-01
7.83939781e-03 -7.73130469e-02 1.06387890e-01 4.71080338e-03
2.12412034e-02 1.34629623e-02]
[ 2.54450098e-02 -5.27223318e-02 -2.16269735e-01 1.30442402e-01
-2.62552642e-02 9.65358032e-02 -6.80013614e-02 -1.93753729e-02
-1.09870387e-01 -1.90567416e-02]
[ -1.32229922e-01 -6.29225577e-02 -2.08923348e-01 1.42989451e-01
-7.16989065e-03 1.40122579e-01 2.67396834e-02 -2.50128165e-01
5.52513754e-02 -2.14677741e-01]
[ -6.99318506e-02 -2.56559650e-02 2.76836174e-01 1.01359469e-01
1.04631611e-01 -6.24970732e-02 -1.41946514e-01 1.21662582e-01
6.98883526e-02 3.76153267e-02]
[ 5.20036527e-02 7.06354148e-03 8.73375617e-02 9.15298749e-02
6.79340028e-02 -2.07637969e-02 2.45506072e-01 1.20066101e-01
-3.74439014e-02 -5.99954003e-02]
[ 1.27016535e-03 -1.56897963e-01 -2.92513031e-01 -5.41714972e-02
2.67274363e-01 -8.84658820e-02 1.80258471e-01 1.64256610e-01
1.01020206e-01 -3.39011542e-02]
[ 4.92718845e-02 1.97983614e-02 -1.21385720e-01 3.64941352e-02
-7.30159146e-02 3.29097819e-01 2.45605540e-01 2.06256672e-01
-1.72484794e-01 -5.66710696e-02]
[ 1.73264966e-02 1.30173684e-02 1.26344727e-01 1.22161251e-01
-7.03912222e-02 1.02398398e-01 -2.30943861e-01 -3.90451959e-02
2.18770304e-01 1.04365893e-01]
[ 1.06308260e-01 8.00496654e-02 -5.05609779e-02 -1.07182955e-01
-1.09440224e-01 -3.29006037e-01 1.01994186e-01 8.49866894e-03
1.39307933e-01 8.83373819e-02]
[ -9.81226460e-02 2.26155759e-02 -1.53190432e-02 2.27656099e-02
1.09110018e-02 -2.02291621e-01 -9.24401543e-02 -1.94403340e-02
1.42808296e-02 1.29654659e-01]
[ -1.27035650e-01 -6.23359396e-03 -1.89398129e-01 1.96481979e-02
-3.22026325e-01 -1.26548768e-02 -6.92266141e-02 -2.23402335e-02
2.16225681e-02 9.00001348e-02]
[ 2.08846458e-02 8.28075169e-02 -4.96051011e-02 -5.49231911e-02
2.95011207e-01 2.48695476e-01 3.73930841e-01 1.14239234e-01
-1.26022521e-01 -2.91159859e-01]
[ 4.42896501e-02 -1.76284634e-01 1.99603703e-04 1.36763419e-02
3.84821779e-01 6.84927614e-02 3.03783975e-01 9.28551358e-02
9.39999088e-02 -2.82464709e-01]
[ 5.98911409e-02 -2.56352369e-01 -1.91389062e-02 -3.80586133e-02
4.54867736e-01 -2.38603946e-03 3.01521717e-01 4.95663298e-02
-3.08601693e-01 -1.39264260e-01]
[ -9.67650566e-02 -3.72856478e-01 2.52087898e-02 -1.01996626e-01
4.49134027e-01 -1.27379904e-01 3.82930312e-01 -8.06542349e-02
8.95241355e-03 1.80890852e-01]
[ -2.28012464e-01 -2.00862917e-01 8.33239903e-02 3.27094170e-02
6.76791726e-01 1.12557084e-01 2.12223161e-01 4.92482770e-02
-2.75684869e-02 -5.00207003e-02]
[ -1.09361608e-01 -3.13188407e-02 2.93761801e-01 -1.14745981e-01
2.57740186e-01 -9.10348920e-02 4.00707688e-01 1.60419124e-02
-1.57301046e-01 1.03002970e-01]
[ -7.34036071e-02 -6.20525634e-02 -1.54513210e-01 -2.44763364e-02
2.46632289e-01 -2.57007333e-01 7.68475981e-03 1.71523856e-01
4.81368867e-02 -3.87609854e-02]
[ 9.90136156e-02 1.91294921e-01 1.57111881e-01 -1.12209290e-01
-5.54315664e-03 5.94747047e-02 -9.42533766e-02 2.85297229e-01
5.77722770e-02 1.48205764e-01]
[ 2.94882503e-01 1.66830857e-01 -1.09817238e-01 2.41565753e-01
-7.17259556e-01 -2.58518601e-01 -3.08882748e-01 1.78367235e-01
3.22069060e-01 -1.27738930e-01]
[ 4.95312496e-02 1.50994215e-01 2.53179867e-01 2.54019807e-01
-6.31884145e-02 -1.94728785e-01 -1.77954108e-01 -1.31577464e-01
-1.37225533e-01 -2.82653674e-01]
[ 4.12166760e-02 -3.02614556e-03 -1.09303783e-01 -2.85149737e-02
1.75442012e-01 3.33700796e-02 -5.71048469e-02 -1.83302749e-01
5.45373788e-02 2.34667849e-01]
[ -1.00456948e-02 -8.06732762e-02 -7.09553834e-02 -6.58916768e-02
3.53622352e-02 -1.68519462e-01 1.17585610e-01 9.72177833e-03
2.64958324e-02 -5.87508192e-03]
[ 1.02714834e-02 1.29311656e-02 2.36710710e-01 4.76187495e-02
-1.43969797e-01 -1.22906733e-01 1.72831311e-01 3.95712622e-02
-2.06763870e-01 8.57608676e-02]
[ 4.13461841e-02 -5.18236562e-02 9.42286861e-02 -3.59774013e-02
-1.02444886e-01 8.68008093e-02 1.55715943e-01 -2.71510331e-01
-5.04271660e-02 -1.30949883e-01]
[ -3.40027380e-02 2.02918089e-02 7.42221656e-02 -6.28985599e-02
7.25256361e-02 1.94094458e-01 1.65241675e-01 1.17726436e-01
-4.61396353e-02 1.46449716e-01]
[ 2.19400214e-01 5.00052194e-02 2.84704113e-02 7.97096772e-02
6.29846356e-02 -2.01492951e-02 -1.46237459e-01 1.48116978e-01
-5.54811101e-02 -1.82363955e-02]
[ -1.04132589e-02 -1.57141997e-01 -8.24555082e-03 -3.57911917e-02
-1.68897589e-01 -9.42916840e-02 -6.03042184e-02 4.03153369e-02
6.27341396e-02 1.21290030e-01]
[ -8.33296447e-02 3.14523156e-01 5.86766668e-02 2.36696819e-01
-5.75727978e-01 -2.44631233e-01 -3.80327262e-01 -7.50384721e-02
1.42931269e-01 1.61922465e-01]
[ 8.27643821e-02 3.31788452e-01 1.28590273e-02 2.76993972e-01
-4.07543654e-01 -2.87530629e-02 -2.23941183e-01 1.49327926e-01
8.65573112e-02 3.61704832e-01]
[ 2.22067742e-01 1.97035114e-01 2.25163619e-01 8.00094606e-02
-1.98243583e-01 1.06029413e-01 -9.33086960e-02 1.62651371e-01
1.88698818e-01 1.38288320e-02]
[ -9.29157436e-02 1.64379768e-01 2.31835331e-01 -1.48316914e-02
6.14589233e-02 1.42866601e-01 -3.76729761e-02 -1.51926187e-02
-5.74999264e-02 2.08503451e-02]
[ -1.01897407e-01 -2.01936681e-02 2.26415680e-02 8.36228783e-02
-2.25833463e-02 1.20160619e-01 2.72554685e-01 2.04574788e-02
-2.82159479e-01 -1.01887674e-01]
[ -1.93793619e-01 5.19556833e-02 -8.07335365e-02 -3.07839854e-01
6.24382121e-02 1.06322465e-01 2.52633177e-02 1.03914316e-01
-1.80453697e-01 7.02237329e-02]
[ 6.31263920e-02 -2.19465901e-01 -1.01255978e-01 -8.56180930e-02
1.27356917e-01 -1.67129712e-03 1.14936709e-02 1.53890787e-01
-1.06402624e-01 -1.37629410e-01]
[ 1.59418655e-01 -1.07897543e-01 -1.33853721e-01 8.41039392e-03
1.20451641e-01 -6.57773437e-02 -6.53331991e-02 -1.47383751e-01
1.39806898e-01 -8.40948636e-02]
[ -1.26019443e-01 1.63868930e-01 2.53384266e-01 -3.71446578e-02
1.92051617e-01 9.58181087e-02 -1.77660858e-02 -2.98013330e-01
-1.34758201e-01 -6.81964524e-02]
[ -3.50306024e-01 1.30941228e-01 1.07423582e-02 -2.54135512e-02
9.52520501e-02 -1.69253973e-01 -7.81051788e-02 2.35438281e-01
-9.50762678e-02 9.04253972e-02]
[ 1.44130357e-01 1.23584764e-01 -2.43107906e-01 -1.03706690e-01
1.14886843e-01 -2.86183782e-01 1.23898899e-03 -1.67386223e-01
-1.34447091e-02 -1.94753669e-01]
[ 2.08400595e-01 -1.32544086e-01 5.90155651e-02 -2.64205515e-02
2.93573686e-02 -2.76431788e-02 -2.94453308e-02 -1.36535665e-01
1.06581740e-01 -1.79593161e-01]
[ -1.02812223e-01 -3.62120888e-03 1.21091432e-01 1.13251921e-01
-2.06339823e-02 -1.11455948e-01 2.21179656e-01 -7.64343296e-02
1.86253624e-01 1.66033671e-03]
[ 2.67890939e-02 -8.85293242e-02 2.18557369e-01 -2.12915939e-01
5.71927789e-02 1.04782333e-01 -3.04270487e-02 -1.11795448e-01
3.92490439e-02 2.68761476e-01]]
[[ 0.32406905]
[ 0.98234922]
[ 0.14723154]
[ 0.47379113]
[-1.77486813]
[-0.24955065]
[-1.14803209]
[-0.04113341]
[ 0.35354115]
[ 0.55206102]]
Progress: 9.6% ... Training loss: 0.460 ... Validation loss: 0.754[[ 1.57139396e-01 2.99396930e-01 -1.17025596e-01 1.06607651e-01
-6.41775634e-01 -6.65548873e-02 -1.38877612e-01 1.25921611e-01
-9.39654458e-02 2.16287720e-01]
[ 2.04634686e-02 1.87602575e-01 -1.73773357e-02 4.61658856e-02
7.51548962e-02 -8.37267776e-03 2.81098720e-01 4.13161444e-02
1.43620227e-01 -2.05574001e-02]
[ 2.16158958e-01 4.44135047e-01 4.24751746e-02 1.66878710e-01
-7.25342581e-02 -7.98643326e-02 -5.89637223e-01 -3.20226828e-02
1.34626797e-01 4.13477833e-01]
[ -4.98127445e-02 -3.88128536e-01 -2.56777219e-01 -3.47062800e-02
1.93448890e-01 1.83759022e-01 2.37706577e-01 5.55188070e-02
-1.17014116e-02 1.89329839e-02]
[ -1.28525102e-03 2.21420283e-01 -1.47083826e-01 4.79629604e-02
1.01810180e-01 -1.79182498e-01 -1.47730011e-02 -1.19734641e-01
-1.95508634e-01 5.35109292e-02]
[ -3.48652312e-01 -2.64209211e-01 -2.87585369e-01 1.37670004e-01
1.45284672e-01 5.49379118e-02 -2.18395222e-02 -3.42159855e-02
-1.44236147e-02 3.18810011e-02]
[ -3.01462556e-03 -1.19787718e-01 1.03884511e-02 1.03322597e-01
-1.14181965e-01 -7.27916297e-02 1.51682314e-01 -1.88284262e-01
1.82957945e-01 4.90802349e-02]
[ 1.11744131e-01 -1.89749498e-01 2.96391892e-02 -7.24960632e-02
1.87108478e-01 -4.01280774e-02 1.60420274e-02 1.24130859e-01
6.08704713e-02 -1.21330847e-02]
[ -1.41646895e-01 1.82662416e-02 -2.93880423e-01 1.98824998e-02
-1.70325938e-01 5.55063530e-02 -3.23889331e-01 -2.66088906e-02
2.90133649e-01 -7.38827779e-02]
[ 4.73610937e-02 -2.01126028e-01 7.95647405e-02 6.01752289e-03
1.79624817e-01 -9.22733265e-02 4.40127239e-03 -9.55968844e-02
-2.79668798e-02 1.36321619e-01]
[ -7.19272922e-02 1.42999729e-01 1.28244457e-03 -1.51909716e-01
-2.30285501e-02 2.41156821e-02 4.17089259e-02 -1.01456618e-01
-1.88159980e-02 -1.12848086e-01]
[ -6.46426299e-02 9.57990079e-02 -5.03448980e-02 4.91398422e-02
1.62689141e-01 7.93282347e-02 -1.33000604e-01 -1.40618537e-02
-1.22131405e-01 -1.38953159e-01]
[ -1.55517551e-01 7.46252512e-03 6.26834706e-02 2.38978096e-02
-1.77628790e-01 -2.20539039e-01 -1.82192829e-01 -1.96914999e-01
8.88733526e-02 1.76561354e-01]
[ -2.02872721e-01 -9.48200070e-02 1.25065928e-01 2.83573757e-01
-1.76292959e-01 -8.79450337e-02 -1.66877219e-01 -2.54617070e-01
-1.97407272e-01 2.60970386e-02]
[ 1.11510955e-01 -4.13428278e-02 -2.10856621e-02 1.05167607e-01
7.31969889e-03 -7.74133996e-02 1.06255787e-01 4.69394667e-03
2.13903429e-02 1.36838991e-02]
[ 2.62983167e-02 -5.02941350e-02 -2.15903089e-01 1.31677731e-01
-3.06921263e-02 9.58940221e-02 -7.09868405e-02 -1.94833085e-02
-1.08959282e-01 -1.76495154e-02]
[ -1.30671983e-01 -5.83404144e-02 -2.08232826e-01 1.45224304e-01
-1.41902420e-02 1.38941708e-01 2.13300744e-02 -2.50317053e-01
5.69517956e-02 -2.12033822e-01]
[ -6.92421910e-02 -2.37037287e-02 2.77154286e-01 1.02348679e-01
1.00866936e-01 -6.30081667e-02 -1.44174734e-01 1.21572721e-01
7.06351543e-02 3.87030574e-02]
[ 5.22414829e-02 7.80540236e-03 8.74827128e-02 9.19489808e-02
6.70362162e-02 -2.10040354e-02 2.44385108e-01 1.20026689e-01
-3.71665387e-02 -5.94602269e-02]
[ 1.33252503e-03 -1.56449992e-01 -2.92489463e-01 -5.40991314e-02
2.67027489e-01 -8.85338143e-02 1.79878628e-01 1.64250823e-01
1.01028691e-01 -3.37673598e-02]
[ 4.98403979e-02 2.16017838e-02 -1.21104526e-01 3.73737468e-02
-7.63268527e-02 3.28627511e-01 2.43478098e-01 2.06178661e-01
-1.71814112e-01 -5.56983192e-02]
[ 1.84492060e-02 1.64263850e-02 1.26920946e-01 1.23956004e-01
-7.69566094e-02 1.01423097e-01 -2.34226598e-01 -3.92082856e-02
2.20167791e-01 1.06112532e-01]
[ 1.06313288e-01 8.00691105e-02 -5.05563999e-02 -1.07170684e-01
-1.09512256e-01 -3.29010377e-01 1.01967159e-01 8.49696031e-03
1.39319961e-01 8.83500316e-02]
[ -9.80831770e-02 2.27557157e-02 -1.52975665e-02 2.28513447e-02
1.04888594e-02 -2.02342369e-01 -9.26710081e-02 -1.94473513e-02
1.43602195e-02 1.29734388e-01]
[ -1.26739118e-01 -5.37704649e-03 -1.89286928e-01 2.01020001e-02
-3.23703176e-01 -1.28927363e-02 -7.02761364e-02 -2.23795774e-02
2.19552649e-02 9.05027776e-02]
[ 2.07339573e-02 8.23730940e-02 -4.96739348e-02 -5.51324872e-02
2.95847963e-01 2.48806499e-01 3.74408724e-01 1.14257962e-01
-1.26175605e-01 -2.91395431e-01]
[ 4.42826934e-02 -1.76326613e-01 1.96323101e-04 1.36699357e-02
3.84853435e-01 6.84968172e-02 3.03808213e-01 9.28556222e-02
9.39949745e-02 -2.82482803e-01]
[ 5.96443968e-02 -2.57217924e-01 -1.92548912e-02 -3.84348355e-02
4.56290003e-01 -2.19324336e-03 3.02498737e-01 4.95974742e-02
-3.08874092e-01 -1.39675560e-01]
[ -9.69077005e-02 -3.73254152e-01 2.51406430e-02 -1.02222338e-01
4.49956649e-01 -1.27261987e-01 3.83431478e-01 -8.06345103e-02
8.78891330e-03 1.80626208e-01]
[ -2.28032830e-01 -2.00912271e-01 8.33155281e-02 3.26797158e-02
6.76915257e-01 1.12573551e-01 2.12288124e-01 4.92510031e-02
-2.75912022e-02 -5.00571039e-02]
[ -1.09642280e-01 -3.21781349e-02 2.93634037e-01 -1.15168271e-01
2.59261334e-01 -9.08121224e-02 4.01634260e-01 1.60788084e-02
-1.57610966e-01 1.02536224e-01]
[ -7.32783196e-02 -6.17442505e-02 -1.54449622e-01 -2.42645871e-02
2.46007696e-01 -2.57117587e-01 7.25854698e-03 1.71505575e-01
4.82954008e-02 -3.85259964e-02]
[ 9.92262664e-02 1.91887754e-01 1.57209381e-01 -1.11894866e-01
-6.66912147e-03 5.93077106e-02 -9.49303420e-02 2.85269839e-01
5.80089058e-02 1.48556083e-01]
[ 2.96021821e-01 1.70456455e-01 -1.09253809e-01 2.43292168e-01
-7.23027580e-01 -2.59440156e-01 -3.13125513e-01 1.78212076e-01
3.23262051e-01 -1.25668775e-01]
[ 4.96393287e-02 1.51327898e-01 2.53230194e-01 2.54177357e-01
-6.37794673e-02 -1.94817566e-01 -1.78343120e-01 -1.31592035e-01
-1.37099298e-01 -2.82463932e-01]
[ 4.12165320e-02 -3.01416044e-03 -1.09307420e-01 -2.85215739e-02
1.75438272e-01 3.33620478e-02 -5.70891661e-02 -1.83301628e-01
5.45466003e-02 2.34670399e-01]
[ -9.58405202e-03 -7.94412956e-02 -7.07447043e-02 -6.52056809e-02
3.29382644e-02 -1.68864166e-01 1.16056549e-01 9.66521065e-03
2.70093448e-02 -5.08522389e-03]
[ 1.10853712e-02 1.52960505e-02 2.37078781e-01 4.88107483e-02
-1.47898520e-01 -1.23536539e-01 1.69958487e-01 3.94684821e-02
-2.05853021e-01 8.71101195e-02]
[ 4.11699302e-02 -5.22445136e-02 9.41426165e-02 -3.62571460e-02
-1.01415814e-01 8.69326317e-02 1.56181437e-01 -2.71485708e-01
-5.06329742e-02 -1.31215824e-01]
[ -3.37128545e-02 2.10885690e-02 7.43443025e-02 -6.24852385e-02
7.10542090e-02 1.93880431e-01 1.64369338e-01 1.17690850e-01
-4.58322701e-02 1.46904164e-01]
[ 2.20157508e-01 5.22077485e-02 2.88243169e-02 8.08293832e-02
5.87272973e-02 -2.07260361e-02 -1.48778922e-01 1.48018255e-01
-5.46226354e-02 -1.69834139e-02]
[ -1.00507276e-02 -1.56092787e-01 -8.07640099e-03 -3.52505545e-02
-1.70802022e-01 -9.45692031e-02 -6.13720858e-02 4.02675856e-02
6.31348428e-02 1.21787772e-01]
[ -8.30926670e-02 3.15257543e-01 5.87722846e-02 2.37051328e-01
-5.76827491e-01 -2.44827424e-01 -3.81157991e-01 -7.50661635e-02
1.43207608e-01 1.62272334e-01]
[ 8.41051967e-02 3.35984740e-01 1.34942285e-02 2.79042425e-01
-4.14767140e-01 -2.98809790e-02 -2.28306942e-01 1.49140397e-01
8.81269638e-02 3.63923497e-01]
[ 2.22305531e-01 1.97756336e-01 2.25274505e-01 8.03817230e-02
-1.99637958e-01 1.05832484e-01 -9.41616761e-02 1.62618953e-01
1.88976575e-01 1.42487754e-02]
[ -9.23785106e-02 1.65966577e-01 2.32091452e-01 -1.40091823e-02
5.84605844e-02 1.42431822e-01 -3.95487657e-02 -1.52635036e-02
-5.68851208e-02 2.17609744e-02]
[ -1.01657907e-01 -1.94375930e-02 2.27471672e-02 8.39910646e-02
-2.39885457e-02 1.19962531e-01 2.71664048e-01 2.04260820e-02
-2.81877429e-01 -1.01484066e-01]
[ -1.93986431e-01 5.13918434e-02 -8.08218749e-02 -3.08128145e-01
6.34831026e-02 1.06474864e-01 2.59512145e-02 1.03939153e-01
-1.80669865e-01 6.99133852e-02]
[ 6.28946795e-02 -2.20179839e-01 -1.01353919e-01 -8.59553821e-02
1.28606743e-01 -1.49708406e-03 1.22742601e-02 1.53917582e-01
-1.06647575e-01 -1.38015438e-01]
[ 1.60343076e-01 -1.05355901e-01 -1.33414413e-01 9.82067769e-03
1.15403291e-01 -6.65061694e-02 -6.82876951e-02 -1.47508837e-01
1.40903486e-01 -8.25348447e-02]
[ -1.25783467e-01 1.64511339e-01 2.53495651e-01 -3.67762902e-02
1.90805568e-01 9.56272868e-02 -1.85790856e-02 -2.98045782e-01
-1.34499149e-01 -6.77828197e-02]
[ -3.50397037e-01 1.30724346e-01 1.06934767e-02 -2.55635575e-02
9.58486037e-02 -1.69195492e-01 -7.79093626e-02 2.35450686e-01
-9.51724905e-02 9.02975215e-02]
[ 1.45118366e-01 1.26473704e-01 -2.42690416e-01 -1.02209848e-01
1.09662408e-01 -2.86980024e-01 -2.29244942e-03 -1.67513254e-01
-1.23149548e-02 -1.93063199e-01]
[ 2.08992450e-01 -1.30439344e-01 5.93496928e-02 -2.55106683e-02
2.68220552e-02 -2.82010428e-02 -3.13388609e-02 -1.36627790e-01
1.07265360e-01 -1.78537382e-01]
[ -1.02095721e-01 -1.35245467e-03 1.21446350e-01 1.14319629e-01
-2.46659893e-02 -1.12039300e-01 2.18526436e-01 -7.65309305e-02
1.87054655e-01 2.89573194e-03]
[ 2.88372370e-02 -8.25932847e-02 2.19482775e-01 -2.09872852e-01
4.65439709e-02 1.03212103e-01 -3.72900833e-02 -1.12054208e-01
4.15168398e-02 2.72033731e-01]]
[[ 0.36574998]
[ 1.01923262]
[ 0.18204504]
[ 0.51542309]
[-1.7473994 ]
[-0.21690543]
[-1.11672111]
[-0.00705024]
[ 0.3930827 ]
[ 0.59545552]]
Progress: 9.6% ... Training loss: 0.440 ... Validation loss: 0.716[[ 1.58045257e-01 3.01174310e-01 -1.16586137e-01 1.07824493e-01
-6.43356560e-01 -6.70900725e-02 -1.40525722e-01 1.25901384e-01
-9.28526798e-02 2.17454922e-01]
[ 2.03284013e-02 1.87108326e-01 -1.74685479e-02 4.59330820e-02
7.58989904e-02 -8.29035010e-03 2.81584711e-01 4.13185689e-02
1.43471155e-01 -2.08760363e-02]
[ 2.17431599e-01 4.47538364e-01 4.31354443e-02 1.68827575e-01
-7.92480366e-02 -8.06951253e-02 -5.92397610e-01 -3.20538582e-02
1.36194665e-01 4.15249626e-01]
[ -5.05972348e-02 -3.89563938e-01 -2.57046067e-01 -3.58747608e-02
1.95888745e-01 1.84231599e-01 2.39101758e-01 5.55391115e-02
-1.26442933e-02 1.82233636e-02]
[ -2.27353475e-03 2.18280319e-01 -1.47524430e-01 4.65595778e-02
1.07127441e-01 -1.78566359e-01 -1.14814190e-02 -1.19719600e-01
-1.96503047e-01 5.17316570e-02]
[ -3.49640242e-01 -2.67237045e-01 -2.88087805e-01 1.36172087e-01
1.50814017e-01 5.55209381e-02 -1.83983621e-02 -3.41963549e-02
-1.55086708e-02 3.00159925e-02]
[ -2.47280075e-03 -1.18008972e-01 1.06422735e-02 1.04058218e-01
-1.15237903e-01 -7.30924162e-02 1.49939096e-01 -1.88298096e-01
1.83626216e-01 4.99319078e-02]
[ 1.11552813e-01 -1.90820153e-01 2.95802006e-02 -7.26990695e-02
1.87675713e-01 -4.00689827e-02 1.75654930e-02 1.24131271e-01
6.08135382e-02 -1.25407907e-02]
[ -1.42264008e-01 1.65948716e-02 -2.94170131e-01 1.90103071e-02
-1.66953859e-01 5.58606686e-02 -3.21776258e-01 -2.65969720e-02
2.89490136e-01 -7.48703306e-02]
[ 4.75397766e-02 -2.01343683e-01 7.96164319e-02 6.18244389e-03
1.81206481e-01 -9.24187963e-02 5.29267326e-03 -9.56041410e-02
-2.76420399e-02 1.36240819e-01]
[ -7.32361134e-02 1.39670366e-01 6.76798146e-04 -1.53717402e-01
-1.69091449e-02 2.48690866e-02 4.56618864e-02 -1.01433597e-01
-2.01231653e-02 -1.14961667e-01]
[ -6.47670271e-02 9.53549127e-02 -5.03882532e-02 4.89451119e-02
1.63400794e-01 7.94159503e-02 -1.32510483e-01 -1.40594911e-02
-1.22266309e-01 -1.39167373e-01]
[ -1.55517551e-01 7.46252512e-03 6.26834706e-02 2.38978096e-02
-1.77628790e-01 -2.20539039e-01 -1.82192829e-01 -1.96914999e-01
8.88733526e-02 1.76561354e-01]
[ -2.03197328e-01 -9.57575068e-02 1.24893864e-01 2.83042933e-01
-1.74313998e-01 -8.77458696e-02 -1.65779124e-01 -2.54610110e-01
-1.97762876e-01 2.54886370e-02]
[ 1.11463365e-01 -4.17481260e-02 -2.11067390e-02 1.05108149e-01
7.55339634e-03 -7.74018579e-02 1.06537915e-01 4.69455940e-03
2.13429592e-02 1.35644716e-02]
[ 2.64730603e-02 -4.96978508e-02 -2.15808248e-01 1.31906893e-01
-3.03892383e-02 9.58218796e-02 -7.15680570e-02 -1.94869536e-02
-1.08729140e-01 -1.73791455e-02]
[ -1.31378667e-01 -5.99075051e-02 -2.08569824e-01 1.44261927e-01
-1.07315864e-02 1.39347275e-01 2.33325657e-02 -2.50305439e-01
5.61881380e-02 -2.13151189e-01]
[ -6.87286736e-02 -2.22628584e-02 2.77362863e-01 1.03043073e-01
9.87304901e-02 -6.33205272e-02 -1.45656194e-01 1.21562425e-01
7.12001505e-02 3.94185131e-02]
[ 5.22625121e-02 7.59755017e-03 8.75029286e-02 9.19492603e-02
6.71876011e-02 -2.10168040e-02 2.44544074e-01 1.20025655e-01
-3.71127635e-02 -5.94350588e-02]
[ 1.17414711e-03 -1.56906555e-01 -2.92528503e-01 -5.42459274e-02
2.67352651e-01 -8.84559234e-02 1.80595949e-01 1.64251884e-01
1.00939874e-01 -3.40008157e-02]
[ 4.95506918e-02 2.07664850e-02 -1.21258524e-01 3.69530136e-02
-7.48964149e-02 3.28786768e-01 2.44422754e-01 2.06184148e-01
-1.72140053e-01 -5.61684225e-02]
[ 1.90234968e-02 1.75823477e-02 1.27209497e-01 1.24730980e-01
-7.89441283e-02 1.01074350e-01 -2.35130491e-01 -3.92201433e-02
2.20851625e-01 1.06881128e-01]
[ 1.05726844e-01 7.84808680e-02 -5.08333620e-02 -1.07979743e-01
-1.06856338e-01 -3.28674825e-01 1.03753301e-01 8.50814834e-03
1.38704784e-01 8.73997734e-02]
[ -9.80523500e-02 2.28376145e-02 -1.52731769e-02 2.29134534e-02
1.02572306e-02 -2.02371751e-01 -9.27999862e-02 -1.94481389e-02
1.44134271e-02 1.29809314e-01]
[ -1.27194654e-01 -6.64532980e-03 -1.89520674e-01 1.94328318e-02
-3.21471965e-01 -1.26106586e-02 -6.88359056e-02 -2.23707520e-02
2.14486583e-02 8.97386810e-02]
[ 2.06196846e-02 8.20547113e-02 -4.97313134e-02 -5.52948344e-02
2.96360078e-01 2.48870420e-01 3.74750187e-01 1.14260196e-01
-1.26300347e-01 -2.91583975e-01]
[ 4.37768849e-02 -1.77661445e-01 -4.63543081e-05 1.29536048e-02
3.87238743e-01 6.87910288e-02 3.05294373e-01 9.28652769e-02
9.34530697e-02 -2.83266656e-01]
[ 5.92222821e-02 -2.58365341e-01 -1.94638479e-02 -3.90239472e-02
4.58183682e-01 -1.96793492e-03 3.03797350e-01 4.96052945e-02
-3.09318290e-01 -1.40354641e-01]
[ -9.72354597e-02 -3.74149104e-01 2.49758770e-02 -1.02683344e-01
4.51472221e-01 -1.27070377e-01 3.84443979e-01 -8.06281542e-02
8.43724335e-03 1.80146280e-01]
[ -2.28478149e-01 -2.02050661e-01 8.30910398e-02 3.20562430e-02
6.78866398e-01 1.12839862e-01 2.13649339e-01 4.92594965e-02
-2.80359925e-02 -5.07624882e-02]
[ -1.09984871e-01 -3.31432285e-02 2.93458426e-01 -1.15675080e-01
2.60907731e-01 -9.06113345e-02 4.02632457e-01 1.60855919e-02
-1.57964895e-01 1.01951657e-01]
[ -7.37574771e-02 -6.30353004e-02 -1.54678117e-01 -2.49611427e-02
2.48318945e-01 -2.56831371e-01 8.69794199e-03 1.71514988e-01
4.77813126e-02 -3.93108780e-02]
[ 9.86080894e-02 1.90330340e-01 1.56914353e-01 -1.12764180e-01
-3.72714461e-03 5.96635089e-02 -9.31174754e-02 2.85281690e-01
5.73520001e-02 1.47592423e-01]
[ 2.97766748e-01 1.75162025e-01 -1.08377869e-01 2.45707720e-01
-7.29425855e-01 -2.60431535e-01 -3.18228795e-01 1.78177830e-01
3.25159947e-01 -1.22758162e-01]
[ 4.99241826e-02 1.51985290e-01 2.53380580e-01 2.54601046e-01
-6.52369799e-02 -1.94992835e-01 -1.79122345e-01 -1.31597744e-01
-1.36787997e-01 -2.82012656e-01]
[ 4.08996320e-02 -3.89218200e-03 -1.09469982e-01 -2.89933712e-02
1.76990622e-01 3.35548864e-02 -5.60597314e-02 -1.83295589e-01
5.42137314e-02 2.34111327e-01]
[ -9.92272371e-03 -8.04361865e-02 -7.09247983e-02 -6.57014243e-02
3.46109271e-02 -1.68675548e-01 1.17152280e-01 9.67212531e-03
2.66451596e-02 -5.65774009e-03]
[ 1.14282010e-02 1.61370043e-02 2.37220632e-01 4.93087120e-02
-1.49190262e-01 -1.23750296e-01 1.69031547e-01 3.94611108e-02
-2.05475116e-01 8.75585755e-02]
[ 4.12752650e-02 -5.19344036e-02 9.42102175e-02 -3.60626723e-02
-1.02086649e-01 8.68639224e-02 1.55923340e-01 -2.71488457e-01
-5.04939021e-02 -1.31050864e-01]
[ -3.39069230e-02 2.06085657e-02 7.42466617e-02 -6.27550749e-02
7.19530310e-02 1.93993310e-01 1.64932783e-01 1.17694553e-01
-4.60421696e-02 1.46612721e-01]
[ 2.19905908e-01 5.15988102e-02 2.87034704e-02 8.04958067e-02
5.98740248e-02 -2.05820115e-02 -1.48115313e-01 1.48022985e-01
-5.48885713e-02 -1.73729168e-02]
[ -1.02120118e-02 -1.56515225e-01 -8.16158537e-03 -3.54964557e-02
-1.69962798e-01 -9.44702045e-02 -6.08801434e-02 4.02708856e-02
6.29495208e-02 1.21514526e-01]
[ -8.24267415e-02 3.16882218e-01 5.90996046e-02 2.37933443e-01
-5.79515895e-01 -2.45200112e-01 -3.82568726e-01 -7.50793615e-02
1.43906036e-01 1.63159084e-01]
[ 8.50907985e-02 3.37916856e-01 1.39885378e-02 2.80401619e-01
-4.19075178e-01 -3.04664654e-02 -2.30610042e-01 1.49120151e-01
8.92490934e-02 3.65314965e-01]
[ 2.22195115e-01 1.97471583e-01 2.25219393e-01 8.02289660e-02
-1.99129918e-01 1.05894245e-01 -9.38225173e-02 1.62620940e-01
1.88864494e-01 1.40679247e-02]
[ -9.20572529e-02 1.66855715e-01 2.32253873e-01 -1.35273733e-02
5.69073568e-02 1.42231197e-01 -4.04881222e-02 -1.52700927e-02
-5.65131458e-02 2.22833795e-02]
[ -1.01967767e-01 -2.00355493e-02 2.26067571e-02 8.35903151e-02
-2.25614860e-02 1.20131981e-01 2.72539408e-01 2.04302704e-02
-2.82173473e-01 -1.01969133e-01]
[ -1.94099822e-01 5.10749883e-02 -8.08751094e-02 -3.08289082e-01
6.40189605e-02 1.06542401e-01 2.62988966e-02 1.03941298e-01
-1.80788321e-01 6.97334662e-02]
[ 6.22408046e-02 -2.21899519e-01 -1.01678572e-01 -8.68914281e-02
1.31649317e-01 -1.11379131e-03 1.41727026e-02 1.53930204e-01
-1.07366491e-01 -1.39098444e-01]
[ 1.59546576e-01 -1.07274774e-01 -1.33766029e-01 8.75712671e-03
1.18939834e-01 -6.60619255e-02 -6.57940532e-02 -1.47494741e-01
1.40081610e-01 -8.38119801e-02]
[ -1.25979872e-01 1.63534590e-01 2.53395974e-01 -3.71376256e-02
1.92718449e-01 9.57116335e-02 -1.75354589e-02 -2.98045075e-01
-1.34640125e-01 -6.82643332e-02]
[ -3.50289288e-01 1.30810903e-01 1.07308746e-02 -2.55071769e-02
9.61922677e-02 -1.69249463e-01 -7.77510619e-02 2.35449343e-01
-9.50987551e-02 9.03879490e-02]
[ 1.45045582e-01 1.26205768e-01 -2.42719951e-01 -1.02317657e-01
1.10412431e-01 -2.86902893e-01 -2.15904849e-03 -1.67512123e-01
-1.23517912e-02 -1.93129306e-01]
[ 2.08919132e-01 -1.30792359e-01 5.93387452e-02 -2.55674962e-02
2.71327013e-02 -2.81826245e-02 -3.09477795e-02 -1.36627801e-01
1.07265071e-01 -1.78681834e-01]
[ -1.02487351e-01 -2.36262538e-03 1.21245155e-01 1.13746342e-01
-2.29317133e-02 -1.11804915e-01 2.19690367e-01 -7.65237028e-02
1.86646559e-01 2.25741154e-03]
[ 2.90055905e-02 -8.21442107e-02 2.19541037e-01 -2.09603918e-01
4.63686584e-02 1.03103200e-01 -3.73395843e-02 -1.12057889e-01
4.17339476e-02 2.72142237e-01]]
[[ 0.364101 ]
[ 1.01959066]
[ 0.17955113]
[ 0.51345533]
[-1.76462918]
[-0.22536588]
[-1.13066975]
[-0.01202719]
[ 0.38994101]
[ 0.59327637]]
Progress: 9.7% ... Training loss: 0.435 ... Validation loss: 0.710[[ 1.56907149e-01 2.97905870e-01 -1.17126104e-01 1.06270691e-01
-6.37141451e-01 -6.63927855e-02 -1.37002068e-01 1.25935511e-01
-9.40074363e-02 2.15845249e-01]
[ 1.98673134e-02 1.86018994e-01 -1.76962821e-02 4.52984952e-02
7.80620375e-02 -8.00317209e-03 2.83002109e-01 4.13329654e-02
1.42973916e-01 -2.16289482e-02]
[ 2.16451548e-01 4.45782874e-01 4.26999912e-02 1.67283867e-01
-7.40614566e-02 -8.00491226e-02 -5.90021501e-01 -3.20211513e-02
1.35089278e-01 4.13786205e-01]
[ -5.01285157e-02 -3.88055192e-01 -2.56730768e-01 -3.48491838e-02
1.92220553e-01 1.83767181e-01 2.37702167e-01 5.55167781e-02
-1.20809306e-02 1.94918023e-02]
[ -2.78836112e-03 2.17169778e-01 -1.47745941e-01 4.58930862e-02
1.10037824e-01 -1.78313113e-01 -1.00903784e-02 -1.19704610e-01
-1.96917331e-01 5.11728023e-02]
[ -3.49028431e-01 -2.66031081e-01 -2.87786609e-01 1.37146433e-01
1.47974520e-01 5.51095590e-02 -2.02290725e-02 -3.42191197e-02
-1.48170048e-02 3.10653467e-02]
[ -2.54002735e-03 -1.18347810e-01 1.06025865e-02 1.03928765e-01
-1.14359702e-01 -7.30575043e-02 1.50125395e-01 -1.88296527e-01
1.83501990e-01 4.98754998e-02]
[ 1.11021484e-01 -1.92114459e-01 2.93683176e-02 -7.34345964e-02
1.90463856e-01 -3.97456036e-02 1.89226712e-02 1.24146918e-01
6.03125971e-02 -1.33117491e-02]
[ -1.41849616e-01 1.77680436e-02 -2.93952019e-01 1.96015314e-02
-1.68922647e-01 5.56077374e-02 -3.22797038e-01 -2.66110269e-02
2.89896788e-01 -7.42287104e-02]
[ 4.76802680e-02 -2.01067942e-01 7.97190608e-02 6.43416057e-03
1.80954680e-01 -9.25432106e-02 4.93767510e-03 -9.56125915e-02
-2.74494978e-02 1.36465585e-01]
[ -7.28256489e-02 1.40375853e-01 9.03568348e-04 -1.53110345e-01
-1.84785358e-02 2.46167838e-02 4.43880993e-02 -1.01448339e-01
-1.96989502e-02 -1.14177913e-01]
[ -6.48903348e-02 9.51196771e-02 -5.04499145e-02 4.87869271e-02
1.64080045e-01 7.94866478e-02 -1.32189712e-01 -1.40559014e-02
-1.22409915e-01 -1.39312285e-01]
[ -1.55517551e-01 7.46252512e-03 6.26834706e-02 2.38978096e-02
-1.77628790e-01 -2.20539039e-01 -1.82192829e-01 -1.96914999e-01
8.88733526e-02 1.76561354e-01]
[ -2.02913378e-01 -9.51037226e-02 1.25048900e-01 2.83529812e-01
-1.75928662e-01 -8.79564980e-02 -1.66642966e-01 -2.54621189e-01
-1.97407914e-01 2.60241794e-02]
[ 1.11463138e-01 -4.18757077e-02 -2.11095018e-02 1.05114759e-01
7.71227171e-03 -7.73956915e-02 1.06557059e-01 4.69406662e-03
2.13515490e-02 1.35651663e-02]
[ 2.62221323e-02 -5.04019176e-02 -2.15924119e-01 1.31565089e-01
-2.90477294e-02 9.59661314e-02 -7.08085533e-02 -1.94787462e-02
-1.08997377e-01 -1.77899058e-02]
[ -1.31250179e-01 -5.95609518e-02 -2.08507806e-01 1.44439792e-01
-1.11492548e-02 1.39265314e-01 2.30882491e-02 -2.50310097e-01
5.63183974e-02 -2.12982023e-01]
[ -6.89275053e-02 -2.27717134e-02 2.77243600e-01 1.02775350e-01
9.98252699e-02 -6.32353673e-02 -1.45195500e-01 1.21569185e-01
7.09398634e-02 3.92144338e-02]
[ 5.28856181e-02 9.15179075e-03 8.78358600e-02 9.28206942e-02
6.44290059e-02 -2.13429480e-02 2.42553607e-01 1.20003408e-01
-3.64003771e-02 -5.83543765e-02]
[ 1.00596902e-03 -1.57343747e-01 -2.92618186e-01 -5.45141646e-02
2.68275279e-01 -8.83557779e-02 1.81087070e-01 1.64258013e-01
1.00745720e-01 -3.42738680e-02]
[ 4.95420424e-02 2.08508630e-02 -1.21225197e-01 3.69733845e-02
-7.48819668e-02 3.28763236e-01 2.44314147e-01 2.06183409e-01
-1.72133260e-01 -5.62720123e-02]
[ 1.86178794e-02 1.64392956e-02 1.27012825e-01 1.24143725e-01
-7.69132262e-02 1.01330560e-01 -2.33767186e-01 -3.92075006e-02
2.20409955e-01 1.06307615e-01]
[ 1.06011620e-01 7.91924364e-02 -5.06952828e-02 -1.07577290e-01
-1.08159637e-01 -3.28853003e-01 1.02936509e-01 8.49864520e-03
1.39001143e-01 8.78553776e-02]
[ -9.79224867e-02 2.32407657e-02 -1.51963301e-02 2.31044843e-02
9.53387291e-03 -2.02451333e-01 -9.31550853e-02 -1.94526477e-02
1.45565208e-02 1.30015124e-01]
[ -1.27184758e-01 -6.73226600e-03 -1.89526922e-01 1.94417977e-02
-3.21359466e-01 -1.26085866e-02 -6.88585652e-02 -2.23708671e-02
2.14337161e-02 8.97197847e-02]
[ 2.03777852e-02 8.15505656e-02 -4.98514446e-02 -5.56170865e-02
2.97540484e-01 2.49020832e-01 3.75504771e-01 1.14267247e-01
-1.26560568e-01 -2.91978296e-01]
[ 4.34005052e-02 -1.78882796e-01 -2.29561743e-04 1.24225021e-02
3.89110658e-01 6.90207333e-02 3.06597189e-01 9.28762945e-02
9.30530023e-02 -2.83889153e-01]
[ 5.88492748e-02 -2.59384302e-01 -1.96493175e-02 -3.95603313e-02
4.59941431e-01 -1.73310409e-03 3.04958924e-01 4.96179313e-02
-3.09728500e-01 -1.40968696e-01]
[ -9.73551338e-02 -3.74409594e-01 2.49175613e-02 -1.02853944e-01
4.52023233e-01 -1.26996047e-01 3.84780035e-01 -8.06242507e-02
8.30816560e-03 1.79953058e-01]
[ -2.28945419e-01 -2.03398072e-01 8.28469985e-02 3.13744869e-02
6.81151779e-01 1.13133914e-01 2.15124551e-01 4.92757645e-02
-2.85519386e-02 -5.15099809e-02]
[ -1.10437564e-01 -3.44007101e-02 2.93235406e-01 -1.16321674e-01
2.63103286e-01 -9.03388130e-02 4.04040298e-01 1.61004512e-02
-1.58453832e-01 1.01264901e-01]
[ -7.43575708e-02 -6.47058645e-02 -1.54963668e-01 -2.58062696e-02
2.51336773e-01 -2.56468880e-01 1.04966137e-02 1.71534439e-01
4.71507457e-02 -4.01842658e-02]
[ 9.91127207e-02 1.91730971e-01 1.57185306e-01 -1.11954097e-01
-6.48147068e-03 5.93108712e-02 -9.47269133e-02 2.85262999e-01
5.79278313e-02 1.48501653e-01]
[ 2.98819057e-01 1.77633597e-01 -1.07850124e-01 2.47189394e-01
-7.34034346e-01 -2.61026852e-01 -3.21432863e-01 1.78142639e-01
3.26277533e-01 -1.21059295e-01]
[ 4.98919710e-02 1.51973676e-01 2.53379316e-01 2.54549953e-01
-6.49737896e-02 -1.94968082e-01 -1.79191507e-01 -1.31596141e-01
-1.36833145e-01 -2.82069155e-01]
[ 4.10571295e-02 -3.40465649e-03 -1.09378392e-01 -2.87188167e-02
1.76183546e-01 3.34294305e-02 -5.66033668e-02 -1.83302083e-01
5.44051126e-02 2.34355973e-01]
[ -9.80424636e-03 -8.01178771e-02 -7.08757479e-02 -6.55292939e-02
3.40258628e-02 -1.68751537e-01 1.16794681e-01 9.66780530e-03
2.67588944e-02 -5.47714627e-03]
[ 1.16250318e-02 1.66613308e-02 2.37309612e-01 4.95712484e-02
-1.49905754e-01 -1.23870289e-01 1.68421323e-01 3.94547657e-02
-2.05271852e-01 8.78684003e-02]
[ 4.16381153e-02 -5.08643718e-02 9.43958413e-02 -3.55232909e-02
-1.03900485e-01 8.66275001e-02 1.54735903e-01 -2.71500624e-01
-5.00900156e-02 -1.30442585e-01]
[ -3.38987112e-02 2.06312897e-02 7.42508757e-02 -6.27433275e-02
7.19118747e-02 1.93988388e-01 1.64906743e-01 1.17694271e-01
-4.60332946e-02 1.46626288e-01]
[ 2.20008544e-01 5.19133714e-02 2.87570037e-02 8.06381411e-02
5.93433663e-02 -2.06495389e-02 -1.48423811e-01 1.48019819e-01
-5.47723970e-02 -1.71918231e-02]
[ -1.01878433e-02 -1.56381700e-01 -8.14915230e-03 -3.54664026e-02
-1.69916176e-01 -9.44859397e-02 -6.10207932e-02 4.02700889e-02
6.29682880e-02 1.21584463e-01]
[ -8.23216839e-02 3.17125646e-01 5.91512461e-02 2.38066095e-01
-5.80011978e-01 -2.45260925e-01 -3.82848204e-01 -7.50817304e-02
1.44018927e-01 1.63324807e-01]
[ 8.60120389e-02 3.40005855e-01 1.44392748e-02 2.81637800e-01
-4.23260423e-01 -3.10065761e-02 -2.33081809e-01 1.49089974e-01
9.02213993e-02 3.66627035e-01]
[ 2.22354191e-01 1.98025386e-01 2.25316526e-01 8.05023095e-02
-2.00059443e-01 1.05777374e-01 -9.43726645e-02 1.62614503e-01
1.89062979e-01 1.43678563e-02]
[ -9.18626074e-02 1.67399450e-01 2.32352963e-01 -1.32383612e-02
5.59679758e-02 1.42106301e-01 -4.10925997e-02 -1.52767884e-02
-5.62933062e-02 2.26003093e-02]
[ -1.02025134e-01 -2.02055987e-02 2.25716396e-02 8.34936939e-02
-2.22053348e-02 1.20167162e-01 2.72733201e-01 2.04319131e-02
-2.82233438e-01 -1.02076949e-01]
[ -1.94449690e-01 5.03125197e-02 -8.10462056e-02 -3.08766190e-01
6.57592635e-02 1.06738195e-01 2.72702028e-02 1.03952468e-01
-1.81165381e-01 6.92640704e-02]
[ 6.18312847e-02 -2.23102163e-01 -1.01886347e-01 -8.74878843e-02
1.33647598e-01 -8.57189845e-04 1.54254553e-02 1.53944130e-01
-1.07829164e-01 -1.39780086e-01]
[ 1.60479921e-01 -1.04581985e-01 -1.33283444e-01 1.01099899e-02
1.14616621e-01 -6.66605860e-02 -6.86626634e-02 -1.47526066e-01
1.41077052e-01 -8.23007597e-02]
[ -1.26411470e-01 1.62565212e-01 2.53193185e-01 -3.77249189e-02
1.94831075e-01 9.59822013e-02 -1.63013108e-02 -2.98030971e-01
-1.35117441e-01 -6.89679629e-02]
[ -3.50232385e-01 1.30837695e-01 1.07884357e-02 -2.53840643e-02
9.61069917e-02 -1.69284165e-01 -7.77704203e-02 2.35446062e-01
-9.49786905e-02 9.05542802e-02]
[ 1.45280998e-01 1.26548338e-01 -2.42590905e-01 -1.01963933e-01
1.09391105e-01 -2.87047799e-01 -2.73739269e-03 -1.67521488e-01
-1.20882966e-02 -1.92732803e-01]
[ 2.09203939e-01 -1.30158165e-01 5.94803681e-02 -2.51625756e-02
2.59281638e-02 -2.83997033e-02 -3.19608222e-02 -1.36637744e-01
1.07530321e-01 -1.78223422e-01]
[ -1.02926237e-01 -3.72874214e-03 1.21017277e-01 1.13092045e-01
-2.06168478e-02 -1.11517340e-01 2.20997151e-01 -7.65099022e-02
1.86162677e-01 1.60478692e-03]
[ 2.87932523e-02 -8.27590696e-02 2.19428627e-01 -2.09896358e-01
4.74335792e-02 1.03234385e-01 -3.67091750e-02 -1.12051484e-01
4.15240457e-02 2.71829633e-01]]
[[ 0.3678051 ]
[ 1.02204817]
[ 0.18122158]
[ 0.51775086]
[-1.76580971]
[-0.2226111 ]
[-1.12915282]
[-0.00938002]
[ 0.39517 ]
[ 0.59545886]]
Progress: 9.7% ... Training loss: 0.434 ... Validation loss: 0.709[[ 1.57335371e-01 2.98747013e-01 -1.16862032e-01 1.06747040e-01
-6.37572066e-01 -6.66398956e-02 -1.37671495e-01 1.25925189e-01
-9.34543856e-02 2.16273209e-01]
[ 1.98727252e-02 1.86060327e-01 -1.76890876e-02 4.53187445e-02
7.79964730e-02 -8.01174897e-03 2.82988632e-01 4.13326565e-02
1.42989791e-01 -2.16166614e-02]
[ 2.15129928e-01 4.42120677e-01 4.20085095e-02 1.65003623e-01
-6.63455506e-02 -7.91594369e-02 -5.85264844e-01 -3.19821400e-02
1.33480234e-01 4.11149052e-01]
[ -4.86720716e-02 -3.83631995e-01 -2.55958997e-01 -3.24815255e-02
1.83889974e-01 1.82845050e-01 2.33032264e-01 5.54749541e-02
-1.04352890e-02 2.22127880e-02]
[ -1.33196471e-03 2.21460520e-01 -1.47012006e-01 4.79188731e-02
1.03789532e-01 -1.79278469e-01 -1.44316364e-02 -1.19742840e-01
-1.95335304e-01 5.34944691e-02]
[ -3.50039039e-01 -2.68820751e-01 -2.88268250e-01 1.35758184e-01
1.52661788e-01 5.57038375e-02 -1.71989643e-02 -3.41942610e-02
-1.58397857e-02 2.94285931e-02]
[ -2.98639371e-03 -1.19513455e-01 1.03747564e-02 1.03089765e-01
-1.10599655e-01 -7.27772572e-02 1.51379866e-01 -1.88282205e-01
1.82987992e-01 4.91674557e-02]
[ 1.10570944e-01 -1.93726760e-01 2.91674096e-02 -7.41793667e-02
1.93098250e-01 -3.94478340e-02 2.10736989e-02 1.24159034e-01
5.98196249e-02 -1.44137193e-02]
[ -1.41519570e-01 1.85991106e-02 -2.93779892e-01 2.00668733e-02
-1.70561348e-01 5.54049815e-02 -3.23794251e-01 -2.66194035e-02
2.90260233e-01 -7.37550087e-02]
[ 4.70754669e-02 -2.03713664e-01 7.94444848e-02 5.35039117e-03
1.85553668e-01 -9.21388752e-02 7.57683107e-03 -9.55939168e-02
-2.80388581e-02 1.35123879e-01]
[ -7.38346117e-02 1.38152741e-01 4.09460734e-04 -1.54584278e-01
-1.34525606e-02 2.52032093e-02 4.72979541e-02 -1.01423111e-01
-2.08135155e-02 -1.15879891e-01]
[ -6.48540403e-02 9.52519614e-02 -5.04194827e-02 4.88379531e-02
1.63898089e-01 7.94654263e-02 -1.32300328e-01 -1.40568847e-02
-1.22372295e-01 -1.39241668e-01]
[ -1.55517551e-01 7.46252512e-03 6.26834706e-02 2.38978096e-02
-1.77628790e-01 -2.20539039e-01 -1.82192829e-01 -1.96914999e-01
8.88733526e-02 1.76561354e-01]
[ -2.02887466e-01 -9.51009240e-02 1.25074295e-01 2.83612104e-01
-1.76139131e-01 -8.79918398e-02 -1.66696241e-01 -2.54622898e-01
-1.97344219e-01 2.60893694e-02]
[ 1.11241049e-01 -4.24898360e-02 -2.12206506e-02 1.04800084e-01
8.79059052e-03 -7.72617505e-02 1.07199556e-01 4.69999604e-03
2.11115982e-02 1.31616066e-02]
[ 2.52508552e-02 -5.28770609e-02 -2.16393183e-01 1.30195791e-01
-2.45237028e-02 9.65554868e-02 -6.79589871e-02 -1.94543111e-02
-1.10010728e-01 -1.93261738e-02]
[ -1.30578713e-01 -5.77768950e-02 -2.08182643e-01 1.45279375e-01
-1.32543927e-02 1.38862762e-01 2.10882565e-02 -2.50325315e-01
5.70379451e-02 -2.11934366e-01]
[ -6.91962107e-02 -2.35480253e-02 2.77113174e-01 1.02384378e-01
1.01072498e-01 -6.30675939e-02 -1.44421261e-01 1.21576351e-01
7.06420251e-02 3.88189224e-02]
[ 5.22577707e-02 7.45067477e-03 8.75135759e-02 9.18299879e-02
6.80073641e-02 -2.09578509e-02 2.44440203e-01 1.20020672e-01
-3.71129338e-02 -5.93616868e-02]
[ 9.47809835e-04 -1.57861929e-01 -2.92638175e-01 -5.46344279e-02
2.68509429e-01 -8.83033001e-02 1.81615759e-01 1.64260061e-01
1.00705011e-01 -3.45806286e-02]
[ 4.86537731e-02 1.82876370e-02 -1.21676210e-01 3.56614200e-02
-7.04676210e-02 3.29330105e-01 2.47081811e-01 2.06206621e-01
-1.73132113e-01 -5.77227080e-02]
[ 1.92277372e-02 1.82231878e-02 1.27341069e-01 1.25014760e-01
-7.95360916e-02 1.00932322e-01 -2.35304244e-01 -3.92240555e-02
2.21096544e-01 1.07164362e-01]
[ 1.05817435e-01 7.86833619e-02 -5.07880072e-02 -1.07856529e-01
-1.07347440e-01 -3.28737452e-01 1.03476733e-01 8.50365898e-03
1.38805496e-01 8.75327010e-02]
[ -9.76024538e-02 2.40772919e-02 -1.50421045e-02 2.35500574e-02
7.94935270e-03 -2.02640870e-01 -9.40163799e-02 -1.94606308e-02
1.48989431e-02 1.30480717e-01]
[ -1.27158964e-01 -6.71890654e-03 -1.89501553e-01 1.94737558e-02
-3.21282089e-01 -1.26244426e-02 -6.89580261e-02 -2.23715502e-02
2.14540621e-02 8.97343130e-02]
[ 2.03087077e-02 8.12237406e-02 -4.98896848e-02 -5.57192701e-02
2.97890905e-01 2.49066229e-01 3.75845115e-01 1.14269120e-01
-1.26643790e-01 -2.92124395e-01]
[ 4.31291143e-02 -1.79741273e-01 -3.73715348e-04 1.20226414e-02
3.90441327e-01 6.91946599e-02 3.07516135e-01 9.28833761e-02
9.27588230e-02 -2.84340958e-01]
[ 5.85535009e-02 -2.60186352e-01 -1.97989658e-02 -3.99965567e-02
4.61327594e-01 -1.54848184e-03 3.05870570e-01 4.96258218e-02
-3.10051034e-01 -1.41469014e-01]
[ -9.78903170e-02 -3.75690500e-01 2.46543686e-02 -1.03630436e-01
4.54615024e-01 -1.26667710e-01 3.86346956e-01 -8.06102539e-02
7.71753349e-03 1.79080494e-01]
[ -2.29057753e-01 -2.03685676e-01 8.27890123e-02 3.12114136e-02
6.81597986e-01 1.13204935e-01 2.15471995e-01 4.92787228e-02
-2.86768920e-02 -5.16994036e-02]
[ -1.10780554e-01 -3.53381498e-02 2.93070765e-01 -1.16808089e-01
2.64743437e-01 -9.01284903e-02 4.05011124e-01 1.61091185e-02
-1.58826430e-01 1.00742927e-01]
[ -7.48879428e-02 -6.61175917e-02 -1.55210335e-01 -2.65479304e-02
2.53727938e-01 -2.56169938e-01 1.21362831e-02 1.71547241e-01
4.65949682e-02 -4.10290811e-02]
[ 9.90184410e-02 1.91482338e-01 1.57140688e-01 -1.12087463e-01
-6.02974280e-03 5.93673419e-02 -9.44580119e-02 2.85265420e-01
5.78228215e-02 1.48348326e-01]
[ 2.99298485e-01 1.78793673e-01 -1.07610082e-01 2.47839574e-01
-7.35754605e-01 -2.61312272e-01 -3.22669461e-01 1.78130568e-01
3.26841910e-01 -1.20366380e-01]
[ 4.98932955e-02 1.51925891e-01 2.53381593e-01 2.54544060e-01
-6.49295424e-02 -1.94965518e-01 -1.79192989e-01 -1.31595922e-01
-1.36842612e-01 -2.82110882e-01]
[ 4.08812378e-02 -3.92276820e-03 -1.09468557e-01 -2.89859633e-02
1.77088441e-01 3.35434952e-02 -5.60498271e-02 -1.83297235e-01
5.42038794e-02 2.34073801e-01]
[ -1.00986574e-02 -8.08621796e-02 -7.10359520e-02 -6.59733600e-02
3.54786322e-02 -1.68584433e-01 1.17680730e-01 9.67603101e-03
2.64142647e-02 -5.93380293e-03]
[ 1.20974336e-02 1.79954954e-02 2.37563729e-01 5.02459234e-02
-1.52077859e-01 -1.24165280e-01 1.66944603e-01 3.94429440e-02
-2.04735725e-01 8.86373685e-02]
[ 4.11303336e-02 -5.22382934e-02 9.41461633e-02 -3.62984087e-02
-1.01314843e-01 8.69517339e-02 1.56208337e-01 -2.71487212e-01
-5.06549831e-02 -1.31282933e-01]
[ -3.41959316e-02 1.98511298e-02 7.41011110e-02 -6.31869668e-02
7.33368768e-02 1.94185030e-01 1.65830785e-01 1.17702412e-01
-4.63625707e-02 1.46128828e-01]
[ 2.19402250e-01 5.05490701e-02 2.84502766e-02 7.97793138e-02
6.21848466e-02 -2.02992818e-02 -1.46832303e-01 1.48034928e-01
-5.54455598e-02 -1.81715974e-02]
[ -1.01076813e-02 -1.56058951e-01 -8.11194243e-03 -3.53496620e-02
-1.70254615e-01 -9.45584678e-02 -6.14329322e-02 4.02678899e-02
6.30394865e-02 1.21746330e-01]
[ -8.18049547e-02 3.18209570e-01 5.93986486e-02 2.38740233e-01
-5.81929097e-01 -2.45547959e-01 -3.84267224e-01 -7.50928954e-02
1.44579005e-01 1.64154457e-01]
[ 8.77099378e-02 3.44331285e-01 1.53283720e-02 2.84065167e-01
-4.30779500e-01 -3.20554958e-02 -2.37552156e-01 1.49044408e-01
9.21453399e-02 3.69094471e-01]
[ 2.22206995e-01 1.97640614e-01 2.25241157e-01 8.02866817e-02
-1.99293402e-01 1.05865903e-01 -9.39216000e-02 1.62618196e-01
1.88902202e-01 1.41159839e-02]
[ -9.18595981e-02 1.67367582e-01 2.32355429e-01 -1.32472555e-02
5.59347016e-02 1.42114587e-01 -4.11109675e-02 -1.52767151e-02
-5.62885791e-02 2.26209678e-02]
[ -1.02064749e-01 -2.03404834e-02 2.25498834e-02 8.34204339e-02
-2.20149282e-02 1.20197026e-01 2.72872121e-01 2.04331594e-02
-2.82286471e-01 -1.02154610e-01]
[ -1.94855846e-01 4.91818902e-02 -8.12480600e-02 -3.09340548e-01
6.76132371e-02 1.06985383e-01 2.84610998e-02 1.03962991e-01
-1.81597368e-01 6.86271084e-02]
[ 6.17288293e-02 -2.23400656e-01 -1.01932543e-01 -8.76315541e-02
1.34138126e-01 -7.96529597e-04 1.57253723e-02 1.53946689e-01
-1.07938478e-01 -1.39949690e-01]
[ 1.60349366e-01 -1.05159474e-01 -1.33345557e-01 9.89656118e-03
1.15440171e-01 -6.65724269e-02 -6.81997101e-02 -1.47521945e-01
1.40963699e-01 -8.25861403e-02]
[ -1.25663294e-01 1.64325987e-01 2.53564497e-01 -3.67175527e-02
1.92030958e-01 9.55479784e-02 -1.85018076e-02 -2.98049035e-01
-1.34252003e-01 -6.77725265e-02]
[ -3.49847007e-01 1.31528836e-01 1.10105410e-02 -2.48321854e-02
9.44362018e-02 -1.69513783e-01 -7.84305061e-02 2.35436077e-01
-9.45345085e-02 9.09674431e-02]
[ 1.43811784e-01 1.22861180e-01 -2.43331702e-01 -1.04174876e-01
1.16667470e-01 -2.86157469e-01 1.64070675e-03 -1.67482805e-01
-1.37578870e-02 -1.95226994e-01]
[ 2.09502857e-01 -1.29091136e-01 5.96461573e-02 -2.47709160e-02
2.51097004e-02 -2.86141227e-02 -3.28653296e-02 -1.36646253e-01
1.07868095e-01 -1.77758856e-01]
[ -1.03656554e-01 -5.76419697e-03 1.20661827e-01 1.12049313e-01
-1.71572261e-02 -1.11080846e-01 2.23237231e-01 -7.64913499e-02
1.85360043e-01 4.44264369e-04]
[ 2.81133959e-02 -8.47144618e-02 2.19089528e-01 -2.10886836e-01
5.06064203e-02 1.03667201e-01 -3.45868228e-02 -1.12033363e-01
4.07959232e-02 2.70723495e-01]]
[[ 0.35786965]
[ 1.01541947]
[ 0.17209337]
[ 0.51145098]
[-1.78107478]
[-0.23123043]
[-1.14078772]
[-0.01782335]
[ 0.38660858]
[ 0.5873963 ]]
Progress: 9.8% ... Training loss: 0.431 ... Validation loss: 0.712[[ 1.56722354e-01 2.95926578e-01 -1.17187491e-01 1.05565482e-01
-6.32457229e-01 -6.60355448e-02 -1.34722574e-01 1.25957058e-01
-9.41015555e-02 2.14905488e-01]
[ 1.95702648e-02 1.85098874e-01 -1.78369427e-02 4.48490669e-02
7.95138444e-02 -7.79983454e-03 2.83991445e-01 4.13484436e-02
1.42650149e-01 -2.21124979e-02]
[ 2.15030829e-01 4.41877828e-01 4.19421030e-02 1.64636302e-01
-6.50143543e-02 -7.89414932e-02 -5.84677646e-01 -3.19752501e-02
1.33340284e-01 4.10596846e-01]
[ -5.04912339e-02 -3.86940087e-01 -2.56757353e-01 -3.46726124e-02
1.90823534e-01 1.83632461e-01 2.37385942e-01 5.55640349e-02
-1.22490241e-02 1.98156980e-02]
[ 1.75950543e-03 2.28141353e-01 -1.45510313e-01 5.22186364e-02
9.06841568e-02 -1.80943485e-01 -2.25234589e-02 -1.19889574e-01
-1.91922931e-01 5.80269118e-02]
[ -3.49856585e-01 -2.68704505e-01 -2.88181961e-01 1.36090013e-01
1.51850689e-01 5.55473973e-02 -1.74161624e-02 -3.42069094e-02
-1.55901399e-02 2.97849433e-02]
[ -1.86483798e-03 -1.17363434e-01 1.09025022e-02 1.04514189e-01
-1.14597353e-01 -7.33475364e-02 1.48645745e-01 -1.88336690e-01
1.84181530e-01 5.06524071e-02]
[ 1.09814373e-01 -1.95786017e-01 2.87679562e-02 -7.53421496e-02
1.96891540e-01 -3.89315563e-02 2.36701315e-02 1.24196991e-01
5.89803880e-02 -1.57378056e-02]
[ -1.41426330e-01 1.87499130e-02 -2.93705235e-01 2.02376574e-02
-1.71030964e-01 5.53666521e-02 -3.23955325e-01 -2.66251454e-02
2.90420775e-01 -7.36138932e-02]
[ 4.84040785e-02 -2.01524535e-01 8.00412420e-02 7.05718326e-03
1.80370300e-01 -9.28141480e-02 4.75575868e-03 -9.56611094e-02
-2.65588614e-02 1.36901366e-01]
[ -7.41370336e-02 1.37482454e-01 2.78890821e-04 -1.54981669e-01
-1.16616305e-02 2.53806665e-02 4.82814049e-02 -1.01409650e-01
-2.11182458e-02 -1.16332928e-01]
[ -6.52395509e-02 9.40909325e-02 -5.05964307e-02 4.82928050e-02
1.65805404e-01 7.97144708e-02 -1.30978667e-01 -1.40380719e-02
-1.22783073e-01 -1.39907787e-01]
[ -1.55517551e-01 7.46252512e-03 6.26834706e-02 2.38978096e-02
-1.77628790e-01 -2.20539039e-01 -1.82192829e-01 -1.96914999e-01
8.88733526e-02 1.76561354e-01]
[ -2.02876556e-01 -9.51012195e-02 1.25070747e-01 2.83596955e-01
-1.75950648e-01 -8.79967716e-02 -1.66704033e-01 -2.54623377e-01
-1.97322723e-01 2.60804401e-02]
[ 1.11578574e-01 -4.17759119e-02 -2.10493240e-02 1.05362121e-01
7.05461839e-03 -7.75163607e-02 1.06381704e-01 4.68016211e-03
2.15137011e-02 1.37599450e-02]
[ 2.52978632e-02 -5.28088981e-02 -2.16370234e-01 1.30293128e-01
-2.48038478e-02 9.65172412e-02 -6.81006208e-02 -1.94575318e-02
-1.09946806e-01 -1.92286424e-02]
[ -1.30491506e-01 -5.81102258e-02 -2.08134070e-01 1.45311729e-01
-1.33839789e-02 1.38889346e-01 2.11567574e-02 -2.50326245e-01
5.71183848e-02 -2.11860488e-01]
[ -6.89605386e-02 -2.32259841e-02 2.77197667e-01 1.02636959e-01
1.00551754e-01 -6.31575933e-02 -1.44741715e-01 1.21563812e-01
7.08611759e-02 3.90661538e-02]
[ 5.31060397e-02 9.70720264e-03 8.79321832e-02 9.30404560e-02
6.44069358e-02 -2.14974784e-02 2.41861287e-01 1.19977040e-01
-3.61663772e-02 -5.81014807e-02]
[ 9.11566812e-04 -1.58034535e-01 -2.92665746e-01 -5.47269910e-02
2.68702454e-01 -8.82641706e-02 1.81870125e-01 1.64262243e-01
1.00661910e-01 -3.47204127e-02]
[ 4.83077883e-02 1.74088837e-02 -1.21857167e-01 3.51425569e-02
-6.88089459e-02 3.29555622e-01 2.48202614e-01 2.06223104e-01
-1.73530948e-01 -5.82701769e-02]
[ 1.86039461e-02 1.65169525e-02 1.27036249e-01 1.24105580e-01
-7.63294705e-02 1.01339769e-01 -2.33287602e-01 -3.91924700e-02
2.20426363e-01 1.06145547e-01]
[ 1.05960671e-01 7.89723376e-02 -5.06953565e-02 -1.07618239e-01
-1.08055461e-01 -3.28808063e-01 1.03156125e-01 8.49571116e-03
1.39018718e-01 8.77228364e-02]
[ -9.74357522e-02 2.45360048e-02 -1.49598057e-02 2.37915202e-02
7.08535704e-03 -2.02743200e-01 -9.45492718e-02 -1.94690516e-02
1.50828806e-02 1.30764617e-01]
[ -1.27388793e-01 -7.37821803e-03 -1.89616315e-01 1.91392349e-02
-3.20175125e-01 -1.24715358e-02 -6.82141492e-02 -2.23597162e-02
2.11998391e-02 8.93564200e-02]
[ 1.99401041e-02 8.01668938e-02 -5.00761854e-02 -5.62687209e-02
2.99788246e-01 2.49311487e-01 3.77081033e-01 1.14287980e-01
-1.27066697e-01 -2.92757808e-01]
[ 4.25286185e-02 -1.81285349e-01 -6.64290540e-04 1.11556244e-02
3.93445823e-01 6.95862299e-02 3.09461518e-01 9.29133808e-02
9.21184026e-02 -2.85337919e-01]
[ 5.82646968e-02 -2.61126365e-01 -1.99537057e-02 -4.04507380e-02
4.62987679e-01 -1.34324560e-03 3.06817621e-01 4.96417531e-02
-3.10390959e-01 -1.41959188e-01]
[ -9.83568544e-02 -3.76963516e-01 2.44292294e-02 -1.04302515e-01
4.56925477e-01 -1.26362457e-01 3.87861285e-01 -8.05873147e-02
7.23337029e-03 1.78328242e-01]
[ -2.29203481e-01 -2.04100445e-01 8.27218015e-02 3.10093557e-02
6.82246485e-01 1.13298414e-01 2.15938346e-01 4.92859324e-02
-2.88327185e-02 -5.19367273e-02]
[ -1.11309573e-01 -3.67753025e-02 2.92821400e-01 -1.17576437e-01
2.67396709e-01 -8.97869800e-02 4.06537464e-01 1.61356965e-02
-1.59403311e-01 9.99027869e-02]
[ -7.49679316e-02 -6.63946327e-02 -1.55247256e-01 -2.66520677e-02
2.54126395e-01 -2.56130596e-01 1.24538563e-02 1.71550324e-01
4.65299066e-02 -4.11566929e-02]
[ 9.91439172e-02 1.91795392e-01 1.57200504e-01 -1.11908118e-01
-6.65848205e-03 5.92863997e-02 -9.48348303e-02 2.85259218e-01
5.79583386e-02 1.48538141e-01]
[ 2.99099474e-01 1.78233804e-01 -1.07697788e-01 2.47566450e-01
-7.34860802e-01 -2.61180464e-01 -3.22044868e-01 1.78139617e-01
3.26629955e-01 -1.20647959e-01]
[ 5.00975781e-02 1.52472924e-01 2.53478921e-01 2.54842303e-01
-6.59736394e-02 -1.95097672e-01 -1.79775514e-01 -1.31605934e-01
-1.36618904e-01 -2.81805962e-01]
[ 4.08812378e-02 -3.92276820e-03 -1.09468557e-01 -2.89859633e-02
1.77088441e-01 3.35434952e-02 -5.60498271e-02 -1.83297235e-01
5.42038794e-02 2.34073801e-01]
[ -9.94887105e-03 -8.04272553e-02 -7.09687490e-02 -6.57651658e-02
3.46637565e-02 -1.68688685e-01 1.17192443e-01 9.66817108e-03
2.65768435e-02 -5.70568007e-03]
[ 1.18472187e-02 1.73511664e-02 2.37444857e-01 4.98842814e-02
-1.50821165e-01 -1.24003431e-01 1.67691090e-01 3.94553653e-02
-2.05009587e-01 8.82649512e-02]
[ 4.14340812e-02 -5.14087570e-02 9.42874453e-02 -3.58551994e-02
-1.02828294e-01 8.67507516e-02 1.55272109e-01 -2.71499883e-01
-5.03215438e-02 -1.30814179e-01]
[ -3.41637786e-02 2.00946622e-02 7.40945849e-02 -6.31390891e-02
7.32194502e-02 1.94157796e-01 1.65768199e-01 1.17700272e-01
-4.63367044e-02 1.46121542e-01]
[ 2.19780061e-01 5.14954049e-02 2.86495727e-02 8.03558120e-02
6.02608050e-02 -2.05276016e-02 -1.47883661e-01 1.48014628e-01
-5.50008262e-02 -1.75832994e-02]
[ -9.69566642e-03 -1.54879066e-01 -7.90825846e-03 -3.47432014e-02
-1.72277351e-01 -9.48092479e-02 -6.26345217e-02 4.02465464e-02
6.34894022e-02 1.22360135e-01]
[ -8.03900727e-02 3.20978804e-01 6.00666186e-02 2.40552709e-01
-5.87092594e-01 -2.46293630e-01 -3.88027238e-01 -7.51606534e-02
1.46093447e-01 1.66248442e-01]
[ 8.80239705e-02 3.45192220e-01 1.54828081e-02 2.84496752e-01
-4.32262034e-01 -3.22628560e-02 -2.38512851e-01 1.49027695e-01
9.24999257e-02 3.69588347e-01]
[ 2.22561812e-01 1.98533705e-01 2.25400329e-01 8.08135749e-02
-2.01098893e-01 1.05623860e-01 -9.48609716e-02 1.62599492e-01
1.89277172e-01 1.46657451e-02]
[ -9.18260617e-02 1.67480261e-01 2.32380646e-01 -1.31905511e-02
5.56438174e-02 1.42088074e-01 -4.11823448e-02 -1.52794226e-02
-5.62313895e-02 2.26541326e-02]
[ -1.01845542e-01 -1.97234319e-02 2.26676315e-02 8.37931045e-02
-2.32260938e-02 1.20031578e-01 2.72245869e-01 2.04204949e-02
-2.82029079e-01 -1.01748774e-01]
[ -1.95042294e-01 4.85075797e-02 -8.13442935e-02 -3.09627308e-01
6.86057009e-02 1.07116280e-01 2.90717976e-02 1.03972377e-01
-1.81800469e-01 6.83499714e-02]
[ 6.15426115e-02 -2.23968710e-01 -1.02016667e-01 -8.78886611e-02
1.34956377e-01 -6.79806163e-04 1.63317908e-02 1.53955386e-01
-1.08134225e-01 -1.40245402e-01]
[ 1.60613001e-01 -1.04658042e-01 -1.33229816e-01 1.01896106e-02
1.14501889e-01 -6.67075967e-02 -6.87862186e-02 -1.47535204e-01
1.41216322e-01 -8.22471897e-02]
[ -1.25684226e-01 1.64330206e-01 2.53558506e-01 -3.67577875e-02
1.92373040e-01 9.55587035e-02 -1.84002326e-02 -2.98048538e-01
-1.34286149e-01 -6.77677597e-02]
[ -3.49601442e-01 1.31704517e-01 1.11479880e-02 -2.44865123e-02
9.34773896e-02 -1.69629097e-01 -7.89295129e-02 2.35421668e-01
-9.42367437e-02 9.14029203e-02]
[ 1.43546101e-01 1.22017563e-01 -2.43456398e-01 -1.04587465e-01
1.18094199e-01 -2.85988088e-01 2.69204756e-03 -1.67470102e-01
-1.40425323e-02 -1.95687519e-01]
[ 2.08784868e-01 -1.31041995e-01 5.92885204e-02 -2.58261898e-02
2.87949064e-02 -2.81280421e-02 -3.04838402e-02 -1.36609169e-01
1.07103812e-01 -1.78980470e-01]
[ -1.03448791e-01 -5.51176979e-03 1.20725642e-01 1.12260664e-01
-1.73951670e-02 -1.11146712e-01 2.22910766e-01 -7.65011711e-02
1.85583423e-01 6.74506346e-04]
[ 2.90417165e-02 -8.24959320e-02 2.19550089e-01 -2.09464559e-01
4.58023139e-02 1.03068593e-01 -3.72252084e-02 -1.12081076e-01
4.18697182e-02 2.72054530e-01]]
[[ 0.36162972]
[ 1.02376584]
[ 0.17781804]
[ 0.5181363 ]
[-1.78032255]
[-0.23102117]
[-1.14041265]
[-0.0165313 ]
[ 0.39072147]
[ 0.59464379]]
Progress: 9.8% ... Training loss: 0.430 ... Validation loss: 0.708[[ 1.54663305e-01 2.90159956e-01 -1.18196117e-01 1.02426998e-01
-6.21871143e-01 -6.46474424e-02 -1.27803997e-01 1.26054566e-01
-9.62541571e-02 2.11095844e-01]
[ 1.97303983e-02 1.85516843e-01 -1.77587342e-02 4.50828792e-02
7.87221024e-02 -7.89942008e-03 2.83550737e-01 4.13412605e-02
1.42818041e-01 -2.18468649e-02]
[ 2.11897686e-01 4.33187735e-01 4.02818935e-02 1.59502200e-01
-4.86555391e-02 -7.67304061e-02 -5.74771427e-01 -3.18168297e-02
1.29701413e-01 4.05114136e-01]
[ -5.13608450e-02 -3.88962253e-01 -2.57122025e-01 -3.57506193e-02
1.93326524e-01 1.84105175e-01 2.39376821e-01 5.56035544e-02
-1.31754587e-02 1.86562888e-02]
[ 1.82919735e-03 2.28596038e-01 -1.45374304e-01 5.25340304e-02
9.01871095e-02 -1.81069660e-01 -2.26615072e-02 -1.19900848e-01
-1.91712140e-01 5.80410811e-02]
[ -3.50160127e-01 -2.69457004e-01 -2.88313381e-01 1.35731642e-01
1.53206780e-01 5.56967213e-02 -1.64719753e-02 -3.41955508e-02
-1.58561730e-02 2.93619428e-02]
[ -1.89558215e-03 -1.17652681e-01 1.08704308e-02 1.04322664e-01
-1.13448420e-01 -7.32638877e-02 1.49143525e-01 -1.88332716e-01
1.84106520e-01 5.03486685e-02]
[ 1.07666677e-01 -2.01808254e-01 2.76465839e-02 -7.87041592e-02
2.07449339e-01 -3.74745908e-02 3.06318489e-02 1.24300078e-01
5.65334451e-02 -1.93543650e-02]
[ -1.40429955e-01 2.13337243e-02 -2.93230368e-01 2.17031285e-02
-1.75935717e-01 5.47388148e-02 -3.26951330e-01 -2.66713675e-02
2.91513699e-01 -7.22139118e-02]
[ 4.88646346e-02 -2.01055694e-01 8.02041663e-02 7.50558399e-03
1.79191198e-01 -9.30190711e-02 4.45010176e-03 -9.56817772e-02
-2.61520531e-02 1.37210972e-01]
[ -7.55796803e-02 1.33919598e-01 -4.62614713e-04 -1.57161248e-01
-4.54927489e-03 2.63381943e-02 5.23907245e-02 -1.01339680e-01
-2.27250526e-02 -1.18747097e-01]
[ -6.57430673e-02 9.27047760e-02 -5.08278470e-02 4.75775498e-02
1.68030222e-01 8.00239670e-02 -1.29374650e-01 -1.40151752e-02
-1.23278137e-01 -1.40746541e-01]
[ -1.55517551e-01 7.46252512e-03 6.26834706e-02 2.38978096e-02
-1.77628790e-01 -2.20539039e-01 -1.82192829e-01 -1.96914999e-01
8.88733526e-02 1.76561354e-01]
[ -2.02964687e-01 -9.53905641e-02 1.25042054e-01 2.83526459e-01
-1.75628707e-01 -8.79724409e-02 -1.66422683e-01 -2.54621010e-01
-1.97378696e-01 2.59738026e-02]
[ 1.11513791e-01 -4.18324627e-02 -2.10828292e-02 1.05288252e-01
7.35905810e-03 -7.74854703e-02 1.06582976e-01 4.68241046e-03
2.14559491e-02 1.36775359e-02]
[ 2.51320577e-02 -5.32231565e-02 -2.16448837e-01 1.30056249e-01
-2.39872681e-02 9.66222649e-02 -6.75602548e-02 -1.94502268e-02
-1.10111691e-01 -1.95039717e-02]
[ -1.30124088e-01 -5.74492332e-02 -2.07951098e-01 1.45755515e-01
-1.44851021e-02 1.38684398e-01 2.03041017e-02 -2.50341685e-01
5.75055946e-02 -2.11435371e-01]
[ -6.90307198e-02 -2.32633417e-02 2.77143324e-01 1.02492456e-01
1.01098574e-01 -6.30909190e-02 -1.44434532e-01 1.21567505e-01
7.07545097e-02 3.88363084e-02]
[ 5.29809604e-02 9.19548605e-03 8.78635767e-02 9.28137514e-02
6.51379394e-02 -2.13815950e-02 2.42365994e-01 1.19983576e-01
-3.63139430e-02 -5.82960824e-02]
[ -5.80267253e-04 -1.62246124e-01 -2.93428666e-01 -5.70134303e-02
2.75859057e-01 -8.72788776e-02 1.86616562e-01 1.64332528e-01
9.90048186e-02 -3.71592381e-02]
[ 4.78817637e-02 1.63615485e-02 -1.22091339e-01 3.44487100e-02
-6.65923475e-02 3.29851446e-01 2.49511883e-01 2.06245325e-01
-1.74060595e-01 -5.90290402e-02]
[ 1.77734086e-02 1.43209425e-02 1.26622946e-01 1.22878899e-01
-7.24023384e-02 1.01873755e-01 -2.30813026e-01 -3.91534886e-02
2.19580990e-01 1.04704461e-01]
[ 1.06527098e-01 8.03839305e-02 -5.04041721e-02 -1.06775582e-01
-1.10792818e-01 -3.29163026e-01 1.01619712e-01 8.46869577e-03
1.39609499e-01 8.85810900e-02]
[ -9.67625073e-02 2.63372238e-02 -1.46580127e-02 2.47504525e-02
3.84313702e-03 -2.03158714e-01 -9.65687620e-02 -1.94996576e-02
1.57792414e-02 1.31802144e-01]
[ -1.27219114e-01 -6.96803138e-03 -1.89528115e-01 1.94068423e-02
-3.20957471e-01 -1.25919163e-02 -6.87630712e-02 -2.23680924e-02
2.13953800e-02 8.96198040e-02]
[ 1.89282721e-02 7.75230047e-02 -5.05813693e-02 -5.77618078e-02
3.04841320e-01 2.49977057e-01 3.80307619e-01 1.14334353e-01
-1.28193828e-01 -2.94439973e-01]
[ 4.19016258e-02 -1.82969442e-01 -9.61527066e-04 1.02646921e-02
3.96523277e-01 6.99767938e-02 3.11349601e-01 9.29419971e-02
9.14959097e-02 -2.86377552e-01]
[ 5.77558423e-02 -2.62679153e-01 -2.02181300e-02 -4.12499655e-02
4.65528453e-01 -9.92361134e-04 3.08557030e-01 4.96663517e-02
-3.10994689e-01 -1.42823378e-01]
[ -9.87306800e-02 -3.77903512e-01 2.42475989e-02 -1.04851992e-01
4.58560727e-01 -1.26129303e-01 3.88999738e-01 -8.05701361e-02
6.83887682e-03 1.77728158e-01]
[ -2.29330454e-01 -2.04451147e-01 8.26654154e-02 3.08295689e-02
6.82691554e-01 1.13379363e-01 2.16332199e-01 4.92917288e-02
-2.89633024e-02 -5.21373923e-02]
[ -1.11408178e-01 -3.70110807e-02 2.92778843e-01 -1.17708229e-01
2.67818908e-01 -8.97293758e-02 4.06826336e-01 1.61399679e-02
-1.59507802e-01 9.97519209e-02]
[ -7.50909584e-02 -6.67220223e-02 -1.55307223e-01 -2.68250499e-02
2.54726607e-01 -2.56051399e-01 1.28420381e-02 1.71555770e-01
4.64085743e-02 -4.13531390e-02]
[ 9.86750367e-02 1.90395885e-01 1.56969392e-01 -1.12638538e-01
-4.13697681e-03 5.96103666e-02 -9.33210223e-02 2.85281712e-01
5.74400362e-02 1.47833068e-01]
[ 2.99752383e-01 1.79808902e-01 -1.07409910e-01 2.48487680e-01
-7.37950689e-01 -2.61581783e-01 -3.24077943e-01 1.78110207e-01
3.27302245e-01 -1.19657190e-01]
[ 5.00731056e-02 1.52402897e-01 2.53466149e-01 2.54810976e-01
-6.58704791e-02 -1.95084858e-01 -1.79702108e-01 -1.31605139e-01
-1.36644605e-01 -2.81841937e-01]
[ 4.11108013e-02 -3.25657391e-03 -1.09354472e-01 -2.86677518e-02
1.75967327e-01 3.33962081e-02 -5.67025022e-02 -1.83307210e-01
5.44455195e-02 2.34388742e-01]
[ -1.03281294e-02 -8.12818274e-02 -7.11683049e-02 -6.63454018e-02
3.64768389e-02 -1.68440838e-01 1.18229493e-01 9.68672844e-03
2.61439349e-02 -6.30871589e-03]
[ 1.17658645e-02 1.71080832e-02 2.37395014e-01 4.97451911e-02
-1.50345630e-01 -1.23963828e-01 1.67932497e-01 3.94598721e-02
-2.05119601e-01 8.81287977e-02]
[ 4.17338493e-02 -5.05334015e-02 9.44371829e-02 -3.54229851e-02
-1.04120213e-01 8.65550508e-02 1.54329438e-01 -2.71510962e-01
-4.99912721e-02 -1.30361297e-01]
[ -3.41225153e-02 2.03010516e-02 7.41306109e-02 -6.30395973e-02
7.28555382e-02 1.94116222e-01 1.65670676e-01 1.17696759e-01
-4.62634568e-02 1.46179196e-01]
[ 2.19662178e-01 5.12735898e-02 2.85772380e-02 8.01615639e-02
6.09802835e-02 -2.04210676e-02 -1.47762006e-01 1.48021489e-01
-5.51254175e-02 -1.79000346e-02]
[ -9.72475113e-03 -1.54917959e-01 -7.92362534e-03 -3.47818152e-02
-1.72110522e-01 -9.47944801e-02 -6.25914147e-02 4.02474248e-02
6.34554485e-02 1.22318471e-01]
[ -7.99085602e-02 3.22137525e-01 6.02662362e-02 2.41206028e-01
-5.89282728e-01 -2.46564426e-01 -3.89196019e-01 -7.51832445e-02
1.46587600e-01 1.66970163e-01]
[ 8.91031295e-02 3.47711761e-01 1.60099426e-02 2.85933943e-01
-4.36810391e-01 -3.29126804e-02 -2.41374658e-01 1.48978591e-01
9.36287836e-02 3.71186197e-01]
[ 2.22806060e-01 1.99223069e-01 2.25525367e-01 8.11794622e-02
-2.02320428e-01 1.05460285e-01 -9.55786218e-02 1.62587546e-01
1.89545852e-01 1.50813699e-02]
[ -9.17531653e-02 1.67617305e-01 2.32420665e-01 -1.30808534e-02
5.52185290e-02 1.42038053e-01 -4.13496568e-02 -1.52826143e-02
-5.61434430e-02 2.27338428e-02]
[ -1.02013169e-01 -2.01799174e-02 2.25848370e-02 8.35773816e-02
-2.25463976e-02 1.20134781e-01 2.72775041e-01 2.04272793e-02
-2.82208569e-01 -1.02016576e-01]
[ -1.95206460e-01 4.80263733e-02 -8.14216447e-02 -3.09861764e-01
6.94081888e-02 1.07220488e-01 2.95957951e-02 1.03979761e-01
-1.81971951e-01 6.80832031e-02]
[ 6.12585214e-02 -2.24776364e-01 -1.02157685e-01 -8.82909376e-02
1.36310789e-01 -5.08474792e-04 1.72339225e-02 1.53967853e-01
-1.08425676e-01 -1.40712616e-01]
[ 1.60153614e-01 -1.06073021e-01 -1.33460947e-01 9.50250668e-03
1.16586043e-01 -6.64121906e-02 -6.71233383e-02 -1.47515193e-01
1.40756237e-01 -8.30901830e-02]
[ -1.25739706e-01 1.64523996e-01 2.53529448e-01 -3.68242791e-02
1.92537933e-01 9.55710035e-02 -1.81973310e-02 -2.98047602e-01
-1.34398401e-01 -6.78919856e-02]
[ -3.49381906e-01 1.31886842e-01 1.12300594e-02 -2.42653913e-02
9.29738479e-02 -1.69720182e-01 -7.90435155e-02 2.35409926e-01
-9.40219190e-02 9.16236193e-02]
[ 1.43212498e-01 1.20938649e-01 -2.43675002e-01 -1.05183600e-01
1.20070669e-01 -2.85741293e-01 3.78294879e-03 -1.67451300e-01
-1.45006847e-02 -1.96339887e-01]
[ 2.07971045e-01 -1.33087398e-01 5.88695691e-02 -2.70655124e-02
3.28427436e-02 -2.75823810e-02 -2.83461544e-02 -1.36569251e-01
1.06188374e-01 -1.80403578e-01]
[ -1.03805845e-01 -6.40864928e-03 1.20547553e-01 1.11744528e-01
-1.58021036e-02 -1.10921526e-01 2.24059306e-01 -7.64857947e-02
1.85260432e-01 6.83044318e-05]
[ 2.93559202e-02 -8.19160416e-02 2.19733854e-01 -2.09026924e-01
4.45975096e-02 1.02896431e-01 -3.79464349e-02 -1.12092178e-01
4.22287495e-02 2.72539409e-01]]
[[ 0.34887618]
[ 1.01432622]
[ 0.17005784]
[ 0.50980146]
[-1.79525429]
[-0.2411664 ]
[-1.1499772 ]
[-0.02781375]
[ 0.38272938]
[ 0.58465658]]
Progress: 9.8% ... Training loss: 0.432 ... Validation loss: 0.713[[ 1.55163162e-01 2.90438998e-01 -1.18004484e-01 1.02854499e-01
-6.21142744e-01 -6.49494110e-02 -1.28287941e-01 1.26015440e-01
-9.56388765e-02 2.11183522e-01]
[ 1.97000495e-02 1.85471722e-01 -1.77753403e-02 4.50365398e-02
7.88825444e-02 -7.88356563e-03 2.83598433e-01 4.13440315e-02
1.42784007e-01 -2.18890293e-02]
[ 2.13871197e-01 4.38132088e-01 4.12522219e-02 1.62138433e-01
-5.64783805e-02 -7.80423473e-02 -5.80107998e-01 -3.19734598e-02
1.31878158e-01 4.07577217e-01]
[ -5.18931651e-02 -3.89161381e-01 -2.57348312e-01 -3.63190506e-02
1.93639474e-01 1.84354085e-01 2.39465861e-01 5.56390027e-02
-1.36676359e-02 1.83338591e-02]
[ 1.47575415e-03 2.27525823e-01 -1.45585769e-01 5.20039299e-02
9.11450204e-02 -1.80816507e-01 -2.16049360e-02 -1.19864585e-01
-1.92197072e-01 5.72184695e-02]
[ -3.49558955e-01 -2.68223059e-01 -2.88053750e-01 1.36524696e-01
1.51223671e-01 5.53280394e-02 -1.78009283e-02 -3.42427655e-02
-1.51991892e-02 3.02871361e-02]
[ -1.21630969e-03 -1.16303597e-01 1.11966454e-02 1.05117824e-01
-1.14995415e-01 -7.37080172e-02 1.47370137e-01 -1.88388087e-01
1.84812353e-01 5.10243624e-02]
[ 1.07731433e-01 -2.01734484e-01 2.76497132e-02 -7.86459699e-02
2.07411992e-01 -3.75497437e-02 3.04775571e-02 1.24294708e-01
5.65747003e-02 -1.94762020e-02]
[ -1.40706457e-01 2.05941153e-02 -2.93337667e-01 2.12989643e-02
-1.74554952e-01 5.49552428e-02 -3.25852490e-01 -2.66500788e-02
2.91272777e-01 -7.26792094e-02]
[ 5.04996165e-02 -1.97545636e-01 8.09715236e-02 9.60947906e-03
1.73554195e-01 -9.40709779e-02 5.84517808e-04 -9.58119572e-02
-2.44183529e-02 1.39172683e-01]
[ -7.59479699e-02 1.32900705e-01 -6.48297229e-04 -1.57717219e-01
-2.06836406e-03 2.65765563e-02 5.34306708e-02 -1.01311994e-01
-2.30660647e-02 -1.19346868e-01]
[ -6.59410625e-02 9.21308009e-02 -5.09278462e-02 4.72718640e-02
1.68999626e-01 8.01659756e-02 -1.28706806e-01 -1.39993492e-02
-1.23507675e-01 -1.41094728e-01]
[ -1.55517551e-01 7.46252512e-03 6.26834706e-02 2.38978096e-02
-1.77628790e-01 -2.20539039e-01 -1.82192829e-01 -1.96914999e-01
8.88733526e-02 1.76561354e-01]
[ -2.03111809e-01 -9.58409738e-02 1.24956083e-01 2.83279795e-01
-1.74676834e-01 -8.78579318e-02 -1.65896147e-01 -2.54607662e-01
-1.97563010e-01 2.56950910e-02]
[ 1.11855573e-01 -4.10450545e-02 -2.09368212e-02 1.05778330e-01
6.00173106e-03 -7.77126536e-02 1.05528337e-01 4.65541485e-03
2.18320195e-02 1.42374759e-02]
[ 2.63222778e-02 -5.03340179e-02 -2.15878559e-01 1.31632049e-01
-2.82198042e-02 9.58147517e-02 -7.07480269e-02 -1.95486815e-02
-1.08811806e-01 -1.76982541e-02]
[ -1.30467897e-01 -5.84673034e-02 -2.08124056e-01 1.45236160e-01
-1.27197750e-02 1.38916672e-01 2.13485552e-02 -2.50313332e-01
5.71277400e-02 -2.12022817e-01]
[ -6.87186373e-02 -2.25235041e-02 2.77313822e-01 1.02950255e-01
9.97110466e-02 -6.32873181e-02 -1.45284244e-01 1.21541111e-01
7.10861646e-02 3.92897506e-02]
[ 5.26399659e-02 8.00631686e-03 8.76724438e-02 9.21878360e-02
6.73806251e-02 -2.11060091e-02 2.43649982e-01 1.20015934e-01
-3.67369180e-02 -5.91289226e-02]
[ -9.88149752e-04 -1.63499826e-01 -2.93651453e-01 -5.77090154e-02
2.77990561e-01 -8.69699049e-02 1.87812305e-01 1.64368768e-01
9.85007289e-02 -3.78286349e-02]
[ 4.85178752e-02 1.81187884e-02 -1.21758653e-01 3.55082267e-02
-6.97542200e-02 3.29340559e-01 2.47631968e-01 2.06186869e-01
-1.73256256e-01 -5.81347423e-02]
[ 1.74195292e-02 1.34517816e-02 1.26454906e-01 1.22362019e-01
-7.06673820e-02 1.02105953e-01 -2.29704815e-01 -3.91252231e-02
2.19231797e-01 1.04095046e-01]
[ 1.06635380e-01 8.06924525e-02 -5.03330846e-02 -1.06599176e-01
-1.11236223e-01 -3.29206797e-01 1.01510745e-01 8.46001174e-03
1.39727468e-01 8.87313448e-02]
[ -9.66144209e-02 2.68049547e-02 -1.45844222e-02 2.49623237e-02
3.07577310e-03 -2.03260957e-01 -9.70689252e-02 -1.95119970e-02
1.59432219e-02 1.32066373e-01]
[ -1.27293294e-01 -7.22020786e-03 -1.89569699e-01 1.92820113e-02
-3.20620471e-01 -1.25389956e-02 -6.84986280e-02 -2.23620013e-02
2.13030561e-02 8.94834844e-02]
[ 1.84818169e-02 7.61623721e-02 -5.08201377e-02 -5.84653773e-02
3.07310034e-01 2.50302561e-01 3.81823754e-01 1.14372468e-01
-1.28718802e-01 -2.95242200e-01]
[ 4.17639495e-02 -1.83442587e-01 -1.02961812e-03 1.00597343e-02
3.97221803e-01 7.00734028e-02 3.11820638e-01 9.29508517e-02
9.13461414e-02 -2.86594255e-01]
[ 5.76208464e-02 -2.63106116e-01 -2.02839931e-02 -4.14484929e-02
4.66087178e-01 -8.99591548e-04 3.09026880e-01 4.96774199e-02
-3.11148873e-01 -1.43022266e-01]
[ -9.91733274e-02 -3.79107978e-01 2.40464250e-02 -1.05485015e-01
4.60800823e-01 -1.25826705e-01 3.90357028e-01 -8.05350512e-02
6.38422146e-03 1.77015629e-01]
[ -2.29953120e-01 -2.06236107e-01 8.23634839e-02 2.99080013e-02
6.85708969e-01 1.13815274e-01 2.18327449e-01 4.93404527e-02
-2.96519478e-02 -5.31687595e-02]
[ -1.11843760e-01 -3.82167502e-02 2.92585368e-01 -1.18339091e-01
2.70001991e-01 -8.94400402e-02 4.08198616e-01 1.61747817e-02
-1.59963018e-01 9.90504505e-02]
[ -7.55002687e-02 -6.78182753e-02 -1.55503436e-01 -2.74329518e-02
2.56830882e-01 -2.55768463e-01 1.41853296e-02 1.71588920e-01
4.59861671e-02 -4.20430143e-02]
[ 9.89220832e-02 1.91093071e-01 1.57094866e-01 -1.12262452e-01
-5.45287986e-03 5.94282527e-02 -9.41343997e-02 2.85261127e-01
5.77130159e-02 1.48264156e-01]
[ 3.00699427e-01 1.82184117e-01 -1.06999210e-01 2.49785859e-01
-7.41876748e-01 -2.62212051e-01 -3.27178788e-01 1.78036460e-01
3.28298129e-01 -1.18109558e-01]
[ 5.01578689e-02 1.52691446e-01 2.53505928e-01 2.54946683e-01
-6.63620256e-02 -1.95153822e-01 -1.80021363e-01 -1.31612820e-01
-1.36543457e-01 -2.81671446e-01]
[ 4.12920312e-02 -2.68160130e-03 -1.09262523e-01 -2.83822839e-02
1.75001962e-01 3.32775448e-02 -5.72411716e-02 -1.83320600e-01
5.46240150e-02 2.34712330e-01]
[ -1.04332660e-02 -8.16533628e-02 -7.12263642e-02 -6.65284436e-02
3.70685317e-02 -1.68364301e-01 1.18515405e-01 9.69687040e-03
2.60134473e-02 -6.48819515e-03]
[ 1.16413519e-02 1.69701439e-02 2.37332431e-01 4.96023051e-02
-1.49541703e-01 -1.23913381e-01 1.68273931e-01 3.94680572e-02
-2.05240405e-01 8.78742917e-02]
[ 4.21530384e-02 -4.93548709e-02 9.46560512e-02 -3.47156617e-02
-1.06359449e-01 8.62274245e-02 1.52956446e-01 -2.71548587e-01
-4.94703388e-02 -1.29644628e-01]
[ -3.40104916e-02 2.05996839e-02 7.41827206e-02 -6.28914072e-02
7.23872634e-02 1.94039466e-01 1.65283143e-01 1.17688332e-01
-4.61508563e-02 1.46359288e-01]
[ 2.19410061e-01 5.05773207e-02 2.84447973e-02 7.97427044e-02
6.24773421e-02 -2.02330499e-02 -1.47059291e-01 1.48044336e-01
-5.54325216e-02 -1.83479814e-02]
[ -9.59577298e-03 -1.54526001e-01 -7.85798127e-03 -3.45968237e-02
-1.72704468e-01 -9.48705492e-02 -6.28734745e-02 4.02363175e-02
6.36020413e-02 1.22489801e-01]
[ -7.86584312e-02 3.24958233e-01 6.08689801e-02 2.42950990e-01
-5.94408722e-01 -2.47345899e-01 -3.92056193e-01 -7.52845081e-02
1.47947744e-01 1.68784776e-01]
[ 9.00166235e-02 3.50088147e-01 1.64648287e-02 2.87120437e-01
-4.40623467e-01 -3.35371917e-02 -2.44178293e-01 1.48904832e-01
9.46361822e-02 3.72368084e-01]
[ 2.22835757e-01 1.99353005e-01 2.25542383e-01 8.12353804e-02
-2.02530503e-01 1.05439468e-01 -9.56970929e-02 1.62584585e-01
1.89567848e-01 1.51251648e-02]
[ -9.15816290e-02 1.68056779e-01 2.32495396e-01 -1.28519975e-02
5.43774255e-02 1.41929822e-01 -4.18186939e-02 -1.52945507e-02
-5.59719529e-02 2.29318357e-02]
[ -1.01886482e-01 -1.98339590e-02 2.26482760e-02 8.37703783e-02
-2.31800932e-02 1.20043959e-01 2.72378202e-01 2.04167030e-02
-2.82066332e-01 -1.01797677e-01]
[ -1.95288744e-01 4.77738364e-02 -8.14687322e-02 -3.10004781e-01
6.98876477e-02 1.07284372e-01 2.98779487e-02 1.03987142e-01
-1.82058332e-01 6.79218418e-02]
[ 6.09087836e-02 -2.25766310e-01 -1.02327664e-01 -8.88056577e-02
1.38105404e-01 -2.78243788e-04 1.84016702e-02 1.53995878e-01
-1.08799799e-01 -1.41300586e-01]
[ 1.60038337e-01 -1.06425735e-01 -1.33492415e-01 9.39114315e-03
1.16888384e-01 -6.63459953e-02 -6.66323866e-02 -1.47508433e-01
1.40753197e-01 -8.33563560e-02]
[ -1.25858599e-01 1.64201076e-01 2.53480517e-01 -3.69964880e-02
1.92982779e-01 9.56574257e-02 -1.78294349e-02 -2.98038891e-01
-1.34521486e-01 -6.80029945e-02]
[ -3.48876603e-01 1.33332646e-01 1.14790198e-02 -2.36078548e-02
9.06520993e-02 -1.70049357e-01 -8.03457400e-02 2.35368072e-01
-9.34737943e-02 9.22056450e-02]
[ 1.43411786e-01 1.21180652e-01 -2.43607912e-01 -1.05009013e-01
1.20139476e-01 -2.85828221e-01 3.59447578e-03 -1.67463000e-01
-1.43039633e-02 -1.96099905e-01]
[ 2.07576672e-01 -1.34198689e-01 5.86585640e-02 -2.77303409e-02
3.52571280e-02 -2.72789284e-02 -2.70154521e-02 -1.36535441e-01
1.05606883e-01 -1.81089332e-01]
[ -1.03639060e-01 -6.31082914e-03 1.20618867e-01 1.11833437e-01
-1.51943786e-02 -1.11034223e-01 2.23563549e-01 -7.65002984e-02
1.85430796e-01 1.77445823e-04]
[ 3.01817863e-02 -7.99975551e-02 2.20119570e-01 -2.07757318e-01
4.08944681e-02 1.02297625e-01 -4.03073239e-02 -1.12160070e-01
4.31843055e-02 2.73684950e-01]]
[[ 0.35755424]
[ 1.02572974]
[ 0.17720563]
[ 0.5199488 ]
[-1.79776319]
[-0.23688238]
[-1.15139487]
[-0.02185107]
[ 0.3911424 ]
[ 0.5968886 ]]
Progress: 9.9% ... Training loss: 0.427 ... Validation loss: 0.704[[ 1.55924906e-01 2.91758441e-01 -1.17624244e-01 1.03805393e-01
-6.23080878e-01 -6.53954290e-02 -1.30380405e-01 1.25969697e-01
-9.47297729e-02 2.12739730e-01]
[ 1.99874518e-02 1.86205789e-01 -1.76303339e-02 4.54650950e-02
7.74260817e-02 -8.07766905e-03 2.82771726e-01 4.13257301e-02
1.43101006e-01 -2.14407470e-02]
[ 2.14895914e-01 4.40682939e-01 4.17339968e-02 1.63482109e-01
-6.04995751e-02 -7.87160960e-02 -5.82994631e-01 -3.20357628e-02
1.33011460e-01 4.09442556e-01]
[ -5.03431163e-02 -3.84396696e-01 -2.56504792e-01 -3.37221637e-02
1.83962602e-01 1.83201941e-01 2.34201559e-01 5.55344938e-02
-1.18280610e-02 2.10331452e-02]
[ 1.92128347e-03 2.28897428e-01 -1.45344992e-01 5.26974870e-02
8.93083337e-02 -1.81108422e-01 -2.31055804e-02 -1.19892843e-01
-1.91656192e-01 5.81190880e-02]
[ -3.50075212e-01 -2.69708512e-01 -2.88335436e-01 1.35716733e-01
1.54140216e-01 5.56768146e-02 -1.60949699e-02 -3.42112362e-02
-1.57813707e-02 2.94293406e-02]
[ -5.21286205e-04 -1.14703210e-01 1.15223342e-02 1.06018979e-01
-1.17496581e-01 -7.41121606e-02 1.45548152e-01 -1.88426194e-01
1.85553057e-01 5.20418019e-02]
[ 1.08337234e-01 -2.00371424e-01 2.79722895e-02 -7.77670372e-02
2.04555513e-01 -3.79824579e-02 2.87132668e-02 1.24252713e-01
5.72965069e-02 -1.81432691e-02]
[ -1.41315877e-01 1.88470990e-02 -2.93621880e-01 2.03971072e-02
-1.71467267e-01 5.53616291e-02 -3.23903679e-01 -2.66122987e-02
2.90602058e-01 -7.37089878e-02]
[ 5.03693154e-02 -1.97761489e-01 8.08889880e-02 9.27554223e-03
1.74585097e-01 -9.39585076e-02 8.93990454e-04 -9.58007710e-02
-2.45936903e-02 1.39122491e-01]
[ -7.62826678e-02 1.31761664e-01 -8.47204554e-04 -1.58263471e-01
1.70475658e-04 2.68219006e-02 5.45872235e-02 -1.01291155e-01
-2.34582257e-02 -1.19938492e-01]
[ -6.53009150e-02 9.32166718e-02 -5.05640370e-02 4.82223208e-02
1.66376471e-01 7.97264649e-02 -1.30104337e-01 -1.40421666e-02
-1.22730566e-01 -1.39990114e-01]
[ -1.55517551e-01 7.46252512e-03 6.26834706e-02 2.38978096e-02
-1.77628790e-01 -2.20539039e-01 -1.82192829e-01 -1.96914999e-01
8.88733526e-02 1.76561354e-01]
[ -2.03081523e-01 -9.59693389e-02 1.24943464e-01 2.83242774e-01
-1.74398152e-01 -8.78574220e-02 -1.65907730e-01 -2.54608650e-01
-1.97560782e-01 2.56992892e-02]
[ 1.11602158e-01 -4.16449149e-02 -2.10424560e-02 1.05433615e-01
7.11360843e-03 -7.75623474e-02 1.06294077e-01 4.67013499e-03
2.15734251e-02 1.38787686e-02]
[ 2.64710453e-02 -5.00214307e-02 -2.15825186e-01 1.31826558e-01
-2.84726222e-02 9.57283805e-02 -7.10899158e-02 -1.95579173e-02
-1.08657953e-01 -1.75031495e-02]
[ -1.30128238e-01 -5.75881368e-02 -2.07951954e-01 1.45702588e-01
-1.40572252e-02 1.38725659e-01 2.02262735e-02 -2.50332133e-01
5.75238552e-02 -2.11425303e-01]
[ -6.82945111e-02 -2.13713191e-02 2.77502331e-01 1.03545869e-01
9.78604080e-02 -6.35629685e-02 -1.46410922e-01 1.21516782e-01
7.15223075e-02 3.99058218e-02]
[ 5.21813416e-02 6.61291647e-03 8.74466972e-02 9.14848165e-02
6.95934238e-02 -2.07948866e-02 2.45207259e-01 1.20044769e-01
-3.72491170e-02 -5.99335559e-02]
[ -1.50890269e-03 -1.64864889e-01 -2.93931192e-01 -5.85498491e-02
2.80607490e-01 -8.66190610e-02 1.89128779e-01 1.64403453e-01
9.79022604e-02 -3.86029807e-02]
[ 4.90322653e-02 1.91860679e-02 -1.21472485e-01 3.63149745e-02
-7.19791367e-02 3.28964912e-01 2.46342064e-01 2.06148862e-01
-1.72596237e-01 -5.71138362e-02]
[ 1.79843376e-02 1.50110308e-02 1.26748916e-01 1.23206030e-01
-7.37002739e-02 1.01726966e-01 -2.31345142e-01 -3.91609968e-02
2.19849025e-01 1.05102568e-01]
[ 1.06317637e-01 7.98304222e-02 -5.04771516e-02 -1.07048470e-01
-1.09637001e-01 -3.28997141e-01 1.02502496e-01 8.47921112e-03
1.39388080e-01 8.82166302e-02]
[ -9.68065103e-02 2.61480444e-02 -1.46757057e-02 2.46567309e-02
4.08476586e-03 -2.03128984e-01 -9.64224690e-02 -1.94995222e-02
1.57122666e-02 1.31719167e-01]
[ -1.27397558e-01 -7.45406782e-03 -1.89622405e-01 1.91254457e-02
-3.20103673e-01 -1.24674326e-02 -6.81751681e-02 -2.23555750e-02
2.11866850e-02 8.93045739e-02]
[ 1.85117377e-02 7.62483629e-02 -5.08048875e-02 -5.84215646e-02
3.07188163e-01 2.50282223e-01 3.81725812e-01 1.14370602e-01
-1.28685260e-01 -2.95192155e-01]
[ 4.15082479e-02 -1.84178532e-01 -1.15666625e-03 9.68643663e-03
3.98451964e-01 7.02465936e-02 3.12672767e-01 9.29667413e-02
9.10633418e-02 -2.87038852e-01]
[ 5.74283830e-02 -2.63657285e-01 -2.03670458e-02 -4.17070115e-02
4.67003948e-01 -7.85162819e-04 3.09602925e-01 4.96884563e-02
-3.11353515e-01 -1.43340836e-01]
[ -9.98380180e-02 -3.80881501e-01 2.37131498e-02 -1.06468245e-01
4.64022782e-01 -1.25382994e-01 3.92494940e-01 -8.04946982e-02
5.65659764e-03 1.75995869e-01]
[ -2.30348047e-01 -2.07369454e-01 8.21636127e-02 2.93135765e-02
6.87425050e-01 1.14073209e-01 2.19589879e-01 4.93654468e-02
-3.00938881e-02 -5.38386503e-02]
[ -1.12134563e-01 -3.89125033e-02 2.92441392e-01 -1.18766900e-01
2.71475490e-01 -8.92452039e-02 4.09005534e-01 1.61928576e-02
-1.60276159e-01 9.85583134e-02]
[ -7.56178396e-02 -6.81931992e-02 -1.55559021e-01 -2.75991383e-02
2.57411932e-01 -2.55700019e-01 1.45843067e-02 1.71596025e-01
4.58579931e-02 -4.22411075e-02]
[ 9.94890747e-02 1.92711420e-01 1.57389654e-01 -1.11393248e-01
-8.44572574e-03 5.90388357e-02 -9.60745276e-02 2.85225477e-01
5.83507311e-02 1.49243062e-01]
[ 3.00761346e-01 1.82342214e-01 -1.06975010e-01 2.49834536e-01
-7.42195434e-01 -2.62230317e-01 -3.27370496e-01 1.78033489e-01
3.28349162e-01 -1.17958392e-01]
[ 5.01794578e-02 1.52736934e-01 2.53518663e-01 2.54977529e-01
-6.64307861e-02 -1.95167172e-01 -1.80063207e-01 -1.31614012e-01
-1.36516371e-01 -2.81620541e-01]
[ 4.10473619e-02 -3.37884386e-03 -1.09391936e-01 -2.87630288e-02
1.76314308e-01 3.34467172e-02 -5.65291377e-02 -1.83304646e-01
5.43472832e-02 2.34349107e-01]
[ -1.07937081e-02 -8.27339051e-02 -7.13978605e-02 -6.70774741e-02
3.88810914e-02 -1.68135035e-01 1.19738415e-01 9.71953491e-03
2.56000696e-02 -7.11672951e-03]
[ 1.12546127e-02 1.57848781e-02 2.37139104e-01 4.89982620e-02
-1.47527581e-01 -1.23643920e-01 1.69533775e-01 3.94925716e-02
-2.05689034e-01 8.72024815e-02]
[ 4.23456087e-02 -4.88462372e-02 9.47496858e-02 -3.44490160e-02
-1.07319130e-01 8.61067933e-02 1.52392729e-01 -2.71559240e-01
-4.92634474e-02 -1.29350914e-01]
[ -3.44527992e-02 1.96955254e-02 7.39627739e-02 -6.35246477e-02
7.45263411e-02 1.94319093e-01 1.66568169e-01 1.17714755e-01
-4.66302658e-02 1.45706220e-01]
[ 2.19823952e-01 5.20003376e-02 2.86515448e-02 8.03433525e-02
6.05018653e-02 -2.05402304e-02 -1.48701509e-01 1.48019573e-01
-5.49784165e-02 -1.75993791e-02]
[ -9.04826183e-03 -1.53093752e-01 -7.57857756e-03 -3.37967627e-02
-1.75123554e-01 -9.52209481e-02 -6.44407371e-02 4.02018264e-02
6.42115740e-02 1.23345592e-01]
[ -7.69125301e-02 3.28755227e-01 6.17412497e-02 2.45457876e-01
-6.01877215e-01 -2.48441430e-01 -3.96432325e-01 -7.53940813e-02
1.49930265e-01 1.71546601e-01]
[ 9.01351821e-02 3.50366247e-01 1.65249696e-02 2.87296536e-01
-4.41255270e-01 -3.36184803e-02 -2.44518178e-01 1.48897085e-01
9.47652526e-02 3.72537351e-01]
[ 2.23016469e-01 1.99808883e-01 2.25608781e-01 8.14261328e-02
-2.03154003e-01 1.05349225e-01 -9.63132019e-02 1.62576076e-01
1.89729907e-01 1.54377528e-02]
[ -9.13445193e-02 1.68693257e-01 2.32604790e-01 -1.24928109e-02
5.31907779e-02 1.41769604e-01 -4.25825048e-02 -1.53097028e-02
-5.57069301e-02 2.33296344e-02]
[ -1.01549525e-01 -1.88606964e-02 2.28218998e-02 8.42736734e-02
-2.48747692e-02 1.19811109e-01 2.71309901e-01 2.03955704e-02
-2.81686878e-01 -1.01217896e-01]
[ -1.95682552e-01 4.66852737e-02 -8.16747952e-02 -3.10574664e-01
7.19077538e-02 1.07538061e-01 3.10126694e-02 1.04010786e-01
-1.82485254e-01 6.73355272e-02]
[ 6.03744227e-02 -2.27227435e-01 -1.02590827e-01 -8.95910949e-02
1.40775789e-01 6.60126651e-05 2.00301753e-02 1.54028131e-01
-1.09384829e-01 -1.42142177e-01]
[ 1.60433589e-01 -1.04998463e-01 -1.33279027e-01 9.95216797e-03
1.14996496e-01 -6.66159003e-02 -6.80361144e-02 -1.47532640e-01
1.41224826e-01 -8.26577223e-02]
[ -1.25226665e-01 1.65948855e-01 2.53789084e-01 -3.60494405e-02
1.89741213e-01 9.52273532e-02 -1.96390381e-02 -2.98079565e-01
-1.33825409e-01 -6.69984662e-02]
[ -3.49982693e-01 1.30383516e-01 1.09174160e-02 -2.53040076e-02
9.62133978e-02 -1.69315529e-01 -7.68598368e-02 2.35437081e-01
-9.47533985e-02 9.04816810e-02]
[ 1.44203705e-01 1.22534631e-01 -2.43195177e-01 -1.03850188e-01
1.16662536e-01 -2.86332422e-01 1.71003651e-03 -1.67512871e-01
-1.33570966e-02 -1.94744362e-01]
[ 2.08156602e-01 -1.32685104e-01 5.89501294e-02 -2.68728010e-02
3.25030892e-02 -2.76720998e-02 -2.90610792e-02 -1.36572354e-01
1.06262304e-01 -1.80104774e-01]
[ -1.04275563e-01 -8.27782014e-03 1.20291928e-01 1.10845657e-01
-1.14159997e-02 -1.10597397e-01 2.25597859e-01 -7.64606707e-02
1.84723396e-01 -8.87003769e-04]
[ 2.97004924e-02 -8.13930727e-02 2.19864222e-01 -2.08527555e-01
4.35658083e-02 1.02642625e-01 -3.86156454e-02 -1.12127834e-01
4.26109268e-02 2.72892898e-01]]
[[ 0.36268866]
[ 1.03068095]
[ 0.17800912]
[ 0.52430971]
[-1.80243248]
[-0.23511413]
[-1.15556053]
[-0.02247216]
[ 0.3933984 ]
[ 0.59886348]]
Progress: 9.9% ... Training loss: 0.426 ... Validation loss: 0.701[[ 1.55793386e-01 2.90987045e-01 -1.17722727e-01 1.03259152e-01
-6.20472023e-01 -6.52335910e-02 -1.28899966e-01 1.25978163e-01
-9.48676417e-02 2.11782652e-01]
[ 2.02750392e-02 1.86996190e-01 -1.74887469e-02 4.58753966e-02
7.60266055e-02 -8.25935043e-03 2.81906114e-01 4.13093024e-02
1.43401918e-01 -2.09675797e-02]
[ 2.15712189e-01 4.42938207e-01 4.22737185e-02 1.64521179e-01
-6.47197679e-02 -7.91822636e-02 -5.84337649e-01 -3.20899112e-02
1.33815484e-01 4.10015432e-01]
[ -5.06227698e-02 -3.84761295e-01 -2.56536923e-01 -3.37646816e-02
1.82407215e-01 1.83252392e-01 2.34742740e-01 5.55485966e-02
-1.20302198e-02 2.07166394e-02]
[ 2.08552510e-03 2.29228320e-01 -1.45350019e-01 5.27080398e-02
8.88732229e-02 -1.81115055e-01 -2.30526473e-02 -1.19902868e-01
-1.91376093e-01 5.80272574e-02]
[ -3.49931493e-01 -2.69489297e-01 -2.88352751e-01 1.35802696e-01
1.54157491e-01 5.56083521e-02 -1.62086144e-02 -3.42179887e-02
-1.55954747e-02 2.95493592e-02]
[ -8.36309131e-04 -1.16285769e-01 1.13736345e-02 1.05386708e-01
-1.14780520e-01 -7.38700047e-02 1.47124870e-01 -1.88409609e-01
1.85202084e-01 5.12618002e-02]
[ 1.08612038e-01 -1.99670378e-01 2.81377441e-02 -7.74360417e-02
2.03126449e-01 -3.81410241e-02 2.87202210e-02 1.24234892e-01
5.75409338e-02 -1.81775262e-02]
[ -1.41840036e-01 1.74342360e-02 -2.93863432e-01 1.96427426e-02
-1.68907854e-01 5.57194702e-02 -3.22323161e-01 -2.65790124e-02
2.90019817e-01 -7.45595866e-02]
[ 5.09400582e-02 -1.97097448e-01 8.11425794e-02 9.76957889e-03
1.73416846e-01 -9.42331921e-02 6.61271959e-04 -9.58358639e-02
-2.40545356e-02 1.39247076e-01]
[ -7.72369880e-02 1.29169092e-01 -1.32268634e-03 -1.59674269e-01
5.06232770e-03 2.74458559e-02 5.76868239e-02 -1.01233074e-01
-2.44589996e-02 -1.21533283e-01]
[ -6.53379966e-02 9.30700425e-02 -5.05842584e-02 4.81694054e-02
1.66516555e-01 7.97501624e-02 -1.29920674e-01 -1.40398566e-02
-1.22771839e-01 -1.40064747e-01]
[ -1.55517551e-01 7.46252512e-03 6.26834706e-02 2.38978096e-02
-1.77628790e-01 -2.20539039e-01 -1.82192829e-01 -1.96914999e-01
8.88733526e-02 1.76561354e-01]
[ -2.03598876e-01 -9.74071304e-02 1.24660353e-01 2.82406956e-01
-1.71490501e-01 -8.74887414e-02 -1.64115575e-01 -2.54576216e-01
-1.98107781e-01 2.47697824e-02]
[ 1.11665463e-01 -4.16515721e-02 -2.10203382e-02 1.05516666e-01
6.85930986e-03 -7.76280637e-02 1.06201512e-01 4.66803335e-03
2.16445453e-02 1.39791482e-02]
[ 2.72092475e-02 -4.80256144e-02 -2.15514894e-01 1.32857675e-01
-3.17442896e-02 9.52610879e-02 -7.32809698e-02 -1.96031224e-02
-1.07852128e-01 -1.63550268e-02]
[ -1.30515326e-01 -5.86922707e-02 -2.08147890e-01 1.45098580e-01
-1.16105772e-02 1.38973471e-01 2.14108911e-02 -2.50309461e-01
5.70838152e-02 -2.12078246e-01]
[ -6.78244416e-02 -2.05929594e-02 2.77742998e-01 1.04094686e-01
9.61953660e-02 -6.38221232e-02 -1.47354023e-01 1.21485020e-01
7.20454609e-02 4.04458205e-02]
[ 5.13829837e-02 4.36809381e-03 8.70419091e-02 9.02554806e-02
7.36232518e-02 -2.02497319e-02 2.47713167e-01 1.20099117e-01
-3.81911017e-02 -6.12769565e-02]
[ -1.51968725e-03 -1.64842007e-01 -2.93910363e-01 -5.85209395e-02
2.80495255e-01 -8.66015189e-02 1.89213264e-01 1.64401342e-01
9.79081162e-02 -3.86186554e-02]
[ 4.89416348e-02 1.89600864e-02 -1.21510785e-01 3.62051305e-02
-7.16013711e-02 3.29002874e-01 2.46636491e-01 2.06152613e-01
-1.72678144e-01 -5.73304159e-02]
[ 1.83328688e-02 1.58954500e-02 1.26939226e-01 1.23660417e-01
-7.54611867e-02 1.01501684e-01 -2.31831478e-01 -3.91830581e-02
2.20225872e-01 1.05349643e-01]
[ 1.06393295e-01 8.00233260e-02 -5.04264945e-02 -1.06926679e-01
-1.10121727e-01 -3.29031555e-01 1.02395789e-01 8.47442504e-03
1.39461833e-01 8.83167643e-02]
[ -9.71491556e-02 2.51538205e-02 -1.48458045e-02 2.41402689e-02
5.78487028e-03 -2.02897472e-01 -9.53301959e-02 -1.94769264e-02
1.53280854e-02 1.31135581e-01]
[ -1.27367124e-01 -7.38999928e-03 -1.89607156e-01 1.91831640e-02
-3.20153103e-01 -1.24912690e-02 -6.82587263e-02 -2.23580490e-02
2.12223510e-02 8.93657158e-02]
[ 1.77335396e-02 7.41474445e-02 -5.12025316e-02 -5.95898098e-02
3.11134489e-01 2.50798698e-01 3.84306720e-01 1.14419596e-01
-1.29524843e-01 -2.96516427e-01]
[ 4.11403841e-02 -1.85323119e-01 -1.33074466e-03 9.12295052e-03
4.00340015e-01 7.04992293e-02 3.13952712e-01 9.29909221e-02
9.06576801e-02 -2.87670205e-01]
[ 5.69106105e-02 -2.65062332e-01 -2.06196642e-02 -4.24606780e-02
4.69493791e-01 -4.57351657e-04 3.11253538e-01 4.97208799e-02
-3.11918468e-01 -1.44183110e-01]
[ -1.00344011e-01 -3.82242815e-01 2.34545788e-02 -1.07235112e-01
4.66672584e-01 -1.25071811e-01 3.94049950e-01 -8.04627539e-02
5.09319741e-03 1.75145586e-01]
[ -2.30348047e-01 -2.07369454e-01 8.21636127e-02 2.93135765e-02
6.87425050e-01 1.14073209e-01 2.19589879e-01 4.93654468e-02
-3.00938881e-02 -5.38386503e-02]
[ -1.12896571e-01 -4.10012775e-02 2.92060241e-01 -1.19914718e-01
2.75287233e-01 -8.87350748e-02 4.11309697e-01 1.62418401e-02
-1.61117390e-01 9.72684969e-02]
[ -7.59987445e-02 -6.92641204e-02 -1.55735319e-01 -2.81354936e-02
2.59268792e-01 -2.55479652e-01 1.58019058e-02 1.71618597e-01
4.54591009e-02 -4.28661757e-02]
[ 9.96767733e-02 1.93139061e-01 1.57484728e-01 -1.11104199e-01
-9.44523555e-03 5.89118456e-02 -9.66179979e-02 2.85213374e-01
5.85483502e-02 1.49568706e-01]
[ 3.01421548e-01 1.84242825e-01 -1.06670432e-01 2.50814272e-01
-7.45209306e-01 -2.62643394e-01 -3.29407510e-01 1.77989655e-01
3.29063569e-01 -1.16846441e-01]
[ 5.01887003e-02 1.52747733e-01 2.53523201e-01 2.54987563e-01
-6.64678553e-02 -1.95167836e-01 -1.80093605e-01 -1.31614399e-01
-1.36509716e-01 -2.81604402e-01]
[ 4.11147718e-02 -3.12315058e-03 -1.09342620e-01 -2.86109870e-02
1.75880202e-01 3.33709154e-02 -5.68516202e-02 -1.83311046e-01
5.44513927e-02 2.34469433e-01]
[ -1.07221135e-02 -8.24814497e-02 -7.13560693e-02 -6.69347132e-02
3.83658902e-02 -1.68166805e-01 1.19514968e-01 9.71280901e-03
2.57043187e-02 -6.99325817e-03]
[ 1.10264389e-02 1.50649753e-02 2.37019986e-01 4.86389322e-02
-1.46309763e-01 -1.23492157e-01 1.70344366e-01 3.95082868e-02
-2.05960632e-01 8.68210163e-02]
[ 4.24817960e-02 -4.84894685e-02 9.48053518e-02 -3.43154235e-02
-1.07840334e-01 8.60383193e-02 1.51979506e-01 -2.71563576e-01
-4.91770175e-02 -1.29180591e-01]
[ -3.42134022e-02 2.03246482e-02 7.40810858e-02 -6.31563545e-02
7.33057425e-02 1.94165319e-01 1.65893907e-01 1.17699340e-01
-4.63868966e-02 1.46083162e-01]
[ 2.19823952e-01 5.20003376e-02 2.86515448e-02 8.03433525e-02
6.05018653e-02 -2.05402304e-02 -1.48701509e-01 1.48019573e-01
-5.49784165e-02 -1.75993791e-02]
[ -8.78202149e-03 -1.52350287e-01 -7.44935920e-03 -3.34349161e-02
-1.76331539e-01 -9.53800567e-02 -6.52909315e-02 4.01865833e-02
6.44864855e-02 1.23790695e-01]
[ -7.63178248e-02 3.30204716e-01 6.20242900e-02 2.46237382e-01
-6.04400765e-01 -2.48779015e-01 -3.97791270e-01 -7.54310611e-02
1.50549069e-01 1.72324116e-01]
[ 9.14042985e-02 3.53314480e-01 1.71511937e-02 2.88984338e-01
-4.46529400e-01 -3.44124120e-02 -2.47610602e-01 1.48816487e-01
9.61725182e-02 3.74119709e-01]
[ 2.23190652e-01 2.00302329e-01 2.25691372e-01 8.16562622e-02
-2.04040391e-01 1.05236043e-01 -9.67971484e-02 1.62565963e-01
1.89935246e-01 1.56975094e-02]
[ -9.13536172e-02 1.68485917e-01 2.32588391e-01 -1.25213155e-02
5.32863754e-02 1.41779418e-01 -4.25026475e-02 -1.53092463e-02
-5.57107879e-02 2.32808754e-02]
[ -1.01510237e-01 -1.88018695e-02 2.28453389e-02 8.43293995e-02
-2.50679002e-02 1.19793858e-01 2.71167293e-01 2.03930207e-02
-2.81641261e-01 -1.01149721e-01]
[ -1.96161947e-01 4.54553430e-02 -8.19055290e-02 -3.11259457e-01
7.41773714e-02 1.07838125e-01 3.24053853e-02 1.04039103e-01
-1.83000977e-01 6.65850480e-02]
[ 6.02679062e-02 -2.27500413e-01 -1.02640116e-01 -8.97422245e-02
1.41240558e-01 1.30349139e-04 2.03817341e-02 1.54034526e-01
-1.09491598e-01 -1.42320948e-01]
[ 1.60219089e-01 -1.05563655e-01 -1.33361465e-01 9.70064164e-03
1.15773974e-01 -6.64620347e-02 -6.72219050e-02 -1.47523247e-01
1.41019833e-01 -8.30297000e-02]
[ -1.25225943e-01 1.65821462e-01 2.53766848e-01 -3.61078081e-02
1.89878256e-01 9.52453506e-02 -1.95415938e-02 -2.98077733e-01
-1.33804457e-01 -6.70384697e-02]
[ -3.49776732e-01 1.30637729e-01 1.09929021e-02 -2.51697487e-02
9.59452223e-02 -1.69456113e-01 -7.67236563e-02 2.35426914e-01
-9.45619082e-02 9.04184325e-02]
[ 1.44035643e-01 1.22125442e-01 -2.43300298e-01 -1.04124114e-01
1.17852274e-01 -2.86218595e-01 2.14389455e-03 -1.67503866e-01
-1.35472735e-02 -1.95049973e-01]
[ 2.08087821e-01 -1.33071858e-01 5.89098902e-02 -2.70750775e-02
3.30120739e-02 -2.76069617e-02 -2.84637540e-02 -1.36567694e-01
1.06145967e-01 -1.80393219e-01]
[ -1.04014517e-01 -8.01176425e-03 1.20414016e-01 1.11144705e-01
-1.19855921e-02 -1.10709751e-01 2.25174205e-01 -7.64763710e-02
1.84957124e-01 -5.80418115e-04]
[ 2.92634450e-02 -8.24999754e-02 2.19674571e-01 -2.09144441e-01
4.56540188e-02 1.02917703e-01 -3.72204641e-02 -1.12101559e-01
4.21733706e-02 2.72110760e-01]]
[[ 0.36259519]
[ 1.03217696]
[ 0.1759366 ]
[ 0.52531385]
[-1.81108965]
[-0.23883919]
[-1.16461064]
[-0.02360104]
[ 0.39392398]
[ 0.59997024]]
Progress: 10.0% ... Training loss: 0.424 ... Validation loss: 0.698[[ 1.57152826e-01 2.94461040e-01 -1.16978401e-01 1.05302209e-01
-6.25546994e-01 -6.62184769e-02 -1.32579342e-01 1.25879250e-01
-9.32676886e-02 2.14049881e-01]
[ 1.99857336e-02 1.86184541e-01 -1.76274239e-02 4.54686351e-02
7.74311322e-02 -8.07108782e-03 2.82818997e-01 4.13279692e-02
1.43116148e-01 -2.14313155e-02]
[ 2.16137483e-01 4.43368874e-01 4.24653196e-02 1.64750444e-01
-6.48236067e-02 -7.93385261e-02 -5.84712086e-01 -3.21058576e-02
1.34088242e-01 4.10538441e-01]
[ -4.98086301e-02 -3.81446457e-01 -2.56108874e-01 -3.25476389e-02
1.77687161e-01 1.82741497e-01 2.31099752e-01 5.54926069e-02
-1.12704726e-02 2.24010700e-02]
[ 6.93361043e-04 2.24540627e-01 -1.46044378e-01 5.05542959e-02
9.55649291e-02 -1.80237602e-01 -1.76419219e-02 -1.19812354e-01
-1.92656979e-01 5.56181062e-02]
[ -3.49524934e-01 -2.68489113e-01 -2.88128950e-01 1.36511696e-01
1.52051123e-01 5.52765304e-02 -1.73624740e-02 -3.42490021e-02
-1.50477694e-02 3.01982850e-02]
[ 8.69635255e-04 -1.12111576e-01 1.21773546e-02 1.07687027e-01
-1.22047812e-01 -7.49541773e-02 1.42381318e-01 -1.88516309e-01
1.87078167e-01 5.38138477e-02]
[ 1.08571544e-01 -1.99860586e-01 2.81581110e-02 -7.74698927e-02
2.03816178e-01 -3.81593770e-02 2.92269526e-02 1.24232519e-01
5.74633625e-02 -1.80638006e-02]
[ -1.41772743e-01 1.76044654e-02 -2.93832579e-01 1.97378480e-02
-1.68875276e-01 5.56787520e-02 -3.22518068e-01 -2.65826003e-02
2.90088453e-01 -7.44559703e-02]
[ 5.18531646e-02 -1.94793320e-01 8.16026832e-02 1.10645348e-02
1.70019164e-01 -9.48913373e-02 -1.31479618e-03 -9.59012624e-02
-2.30161681e-02 1.40581629e-01]
[ -7.69268934e-02 1.29883041e-01 -1.15274521e-03 -1.59148387e-01
3.93865727e-03 2.72066034e-02 5.66607499e-02 -1.01251662e-01
-2.40958036e-02 -1.20956573e-01]
[ -6.44218949e-02 9.52063627e-02 -5.01355626e-02 4.94191414e-02
1.62386554e-01 7.91724948e-02 -1.32504119e-01 -1.40995451e-02
-1.21758548e-01 -1.38557694e-01]
[ -1.55517551e-01 7.46252512e-03 6.26834706e-02 2.38978096e-02
-1.77628790e-01 -2.20539039e-01 -1.82192829e-01 -1.96914999e-01
8.88733526e-02 1.76561354e-01]
[ -2.03668665e-01 -9.75136004e-02 1.24634374e-01 2.82356912e-01
-1.71299323e-01 -8.74737796e-02 -1.63934245e-01 -2.54574092e-01
-1.98145945e-01 2.46766198e-02]
[ 1.11460632e-01 -4.23599333e-02 -2.11008218e-02 1.05264471e-01
7.84933983e-03 -7.75202511e-02 1.06937632e-01 4.67918840e-03
2.14715165e-02 1.36876039e-02]
[ 2.85671755e-02 -4.43180205e-02 -2.14857668e-01 1.34859362e-01
-3.80816454e-02 9.43554079e-02 -7.74961950e-02 -1.96903905e-02
-1.06341065e-01 -1.42596359e-02]
[ -1.30348878e-01 -5.84824432e-02 -2.08058027e-01 1.45296894e-01
-1.20514237e-02 1.38881688e-01 2.12623107e-02 -2.50320052e-01
5.72940202e-02 -2.11862694e-01]
[ -6.68379481e-02 -1.80401357e-02 2.78205022e-01 1.05457883e-01
9.14867216e-02 -6.44345005e-02 -1.50217187e-01 1.21421422e-01
7.31453821e-02 4.20072204e-02]
[ 5.09758649e-02 2.86513514e-03 8.68331732e-02 8.96098123e-02
7.57557128e-02 -1.99717363e-02 2.49128148e-01 1.20126940e-01
-3.86649636e-02 -6.19650308e-02]
[ -1.90428399e-03 -1.65851113e-01 -2.94126838e-01 -5.91504536e-02
2.82507983e-01 -8.63487874e-02 1.90186966e-01 1.64428700e-01
9.74248585e-02 -3.91720380e-02]
[ 4.88551728e-02 1.83988064e-02 -1.21545997e-01 3.60361467e-02
-7.04785991e-02 3.29073378e-01 2.47354669e-01 2.06161302e-01
-1.72765461e-01 -5.75457346e-02]
[ 1.88677347e-02 1.77573113e-02 1.27257881e-01 1.24559710e-01
-7.81682672e-02 1.01074103e-01 -2.33428439e-01 -3.92271119e-02
2.20809129e-01 1.06325742e-01]
[ 1.06558352e-01 8.04465121e-02 -5.03478732e-02 -1.06687799e-01
-1.10721258e-01 -3.29141906e-01 1.01880474e-01 8.46436088e-03
1.39635486e-01 8.85874082e-02]
[ -9.72794290e-02 2.48508388e-02 -1.49010844e-02 2.39465492e-02
6.42453232e-03 -2.02809302e-01 -9.49174900e-02 -1.94683065e-02
1.51941448e-02 1.30928499e-01]
[ -1.27155543e-01 -6.79973659e-03 -1.89512639e-01 1.94924924e-02
-3.21099828e-01 -1.26307379e-02 -6.89420850e-02 -2.23719181e-02
2.14486766e-02 8.97135101e-02]
[ 1.75447299e-02 7.36075250e-02 -5.12925820e-02 -5.98673615e-02
3.12042690e-01 2.50919581e-01 3.84903754e-01 1.14431891e-01
-1.29727579e-01 -2.96826938e-01]
[ 4.07313227e-02 -1.86537669e-01 -1.54037621e-03 8.50716428e-03
4.02492510e-01 7.07805829e-02 3.15331066e-01 9.30177994e-02
9.01950515e-02 -2.88356536e-01]
[ 5.61439853e-02 -2.67260619e-01 -2.09970956e-02 -4.35704556e-02
4.73304911e-01 2.02207094e-05 3.13684278e-01 4.97677006e-02
-3.12749213e-01 -1.45440360e-01]
[ -1.00396011e-01 -3.82386185e-01 2.34334306e-02 -1.07311865e-01
4.66934181e-01 -1.25038346e-01 3.94183121e-01 -8.04593591e-02
5.03696404e-03 1.75058979e-01]
[ -2.30575209e-01 -2.08001860e-01 8.20489466e-02 2.89729638e-02
6.88368205e-01 1.14228027e-01 2.20346767e-01 4.93802330e-02
-3.03470272e-02 -5.42067227e-02]
[ -1.13241930e-01 -4.19389515e-02 2.91892957e-01 -1.20418033e-01
2.76973013e-01 -8.85131405e-02 4.12337970e-01 1.62643038e-02
-1.61492999e-01 9.67105716e-02]
[ -7.58794856e-02 -6.90013304e-02 -1.55667296e-01 -2.79206150e-02
2.58596666e-01 -2.55577458e-01 1.54584151e-02 1.71609203e-01
4.56183968e-02 -4.26603875e-02]
[ 1.00066585e-01 1.94228079e-01 1.57677089e-01 -1.10526553e-01
-1.12973466e-02 5.86570128e-02 -9.78707263e-02 2.85189510e-01
5.89715321e-02 1.50234202e-01]
[ 3.02088418e-01 1.86477836e-01 -1.06326509e-01 2.51744296e-01
-7.47887604e-01 -2.63088025e-01 -3.31515843e-01 1.77945693e-01
3.29710156e-01 -1.15668930e-01]
[ 5.02640932e-02 1.52924971e-01 2.53582992e-01 2.55129429e-01
-6.68931369e-02 -1.95221209e-01 -1.80474483e-01 -1.31620230e-01
-1.36406580e-01 -2.81461809e-01]
[ 4.08018526e-02 -3.92428239e-03 -1.09499886e-01 -2.90793622e-02
1.77480022e-01 3.35767847e-02 -5.59504567e-02 -1.83290976e-01
5.41019748e-02 2.34003615e-01]
[ -1.09723511e-02 -8.31992253e-02 -7.14882189e-02 -6.73260630e-02
3.97639364e-02 -1.68020002e-01 1.20350148e-01 9.73023152e-03
2.54146623e-02 -7.43094758e-03]
[ 1.11108655e-02 1.53204166e-02 2.37063633e-01 4.87672704e-02
-1.46760928e-01 -1.23551206e-01 1.70069168e-01 3.95027275e-02
-2.05864128e-01 8.69573199e-02]
[ 4.34036601e-02 -4.57259154e-02 9.52418663e-02 -3.29751405e-02
-1.12059556e-01 8.54328008e-02 1.48939463e-01 -2.71619393e-01
-4.81794756e-02 -1.27774151e-01]
[ -3.41127588e-02 2.04090164e-02 7.41347862e-02 -6.29962971e-02
7.28206300e-02 1.94112282e-01 1.65693499e-01 1.17692057e-01
-4.62622391e-02 1.46264132e-01]
[ 2.19189301e-01 5.01961102e-02 2.83104181e-02 7.93278165e-02
6.39563403e-02 -2.01028580e-02 -1.46739158e-01 1.48066959e-01
-5.57467554e-02 -1.86883695e-02]
[ -8.15847021e-03 -1.50662165e-01 -7.13286568e-03 -3.25323505e-02
-1.79301203e-01 -9.57755757e-02 -6.69211940e-02 4.01461573e-02
6.51898700e-02 1.24765441e-01]
[ -7.54296036e-02 3.31982118e-01 6.24847770e-02 2.47483087e-01
-6.08172428e-01 -2.49353879e-01 -3.99831463e-01 -7.54912119e-02
1.51592421e-01 1.73725341e-01]
[ 9.21123440e-02 3.55103545e-01 1.74707187e-02 2.89975020e-01
-4.49978935e-01 -3.48617075e-02 -2.49674292e-01 1.48770140e-01
9.69424583e-02 3.75204031e-01]
[ 2.24303861e-01 2.03350497e-01 2.26275812e-01 8.34417248e-02
-2.09905186e-01 1.04447296e-01 -1.00325101e-01 1.62484539e-01
1.91256498e-01 1.76502327e-02]
[ -9.13017952e-02 1.68655976e-01 2.32602777e-01 -1.24422811e-02
5.30134472e-02 1.41741624e-01 -4.26696597e-02 -1.53122899e-02
-5.56517698e-02 2.33568461e-02]
[ -1.01450789e-01 -1.86525157e-02 2.28698009e-02 8.44046306e-02
-2.53074341e-02 1.19757646e-01 2.70993196e-01 2.03895372e-02
-2.81576249e-01 -1.01074184e-01]
[ -1.96361069e-01 4.48508895e-02 -8.20035524e-02 -3.11562172e-01
7.52374603e-02 1.07975479e-01 3.30835224e-02 1.04052712e-01
-1.83226322e-01 6.62451123e-02]
[ 5.99905904e-02 -2.28241810e-01 -1.02770351e-01 -9.01416505e-02
1.42665862e-01 2.88538980e-04 2.12991417e-02 1.54052314e-01
-1.09775758e-01 -1.42783132e-01]
[ 1.60050117e-01 -1.06381315e-01 -1.33435448e-01 9.40911440e-03
1.16957840e-01 -6.63091501e-02 -6.61575249e-02 -1.47508805e-01
1.40833106e-01 -8.34230474e-02]
[ -1.25342919e-01 1.65302039e-01 2.53685710e-01 -3.63148716e-02
1.90391020e-01 9.53200643e-02 -1.91045366e-02 -2.98069934e-01
-1.33903938e-01 -6.72290831e-02]
[ -3.49862279e-01 1.30471479e-01 1.09666630e-02 -2.52381267e-02
9.63000648e-02 -1.69447219e-01 -7.65638184e-02 2.35430282e-01
-9.46360097e-02 9.04083582e-02]
[ 1.44668444e-01 1.23677449e-01 -2.42970266e-01 -1.03178669e-01
1.14824247e-01 -2.86623069e-01 2.78250718e-04 -1.67549727e-01
-1.27961327e-02 -1.93969997e-01]
[ 2.08908258e-01 -1.30951033e-01 5.93499462e-02 -2.58277797e-02
2.97408004e-02 -2.82137381e-02 -3.06998783e-02 -1.36629696e-01
1.07057780e-01 -1.79045729e-01]
[ -1.03508307e-01 -6.40157401e-03 1.20670184e-01 1.11848114e-01
-1.39345880e-02 -1.11093178e-01 2.23553481e-01 -7.65080860e-02
1.85475559e-01 2.41341399e-04]
[ 2.98147948e-02 -8.11252651e-02 2.19908415e-01 -2.08403050e-01
4.31994904e-02 1.02600823e-01 -3.87448337e-02 -1.12131263e-01
4.27671450e-02 2.72873884e-01]]
[[ 0.37736225]
[ 1.04664816]
[ 0.18973057]
[ 0.54182062]
[-1.80814499]
[-0.22654152]
[-1.15689438]
[-0.01184055]
[ 0.41129246]
[ 0.61576009]]
Progress: 10.1% ... Training loss: 0.425 ... Validation loss: 0.693[[ 1.55549461e-01 2.90737777e-01 -1.17784247e-01 1.02829065e-01
-6.16343751e-01 -6.53024325e-02 -1.27728248e-01 1.25931115e-01
-9.50704434e-02 2.11468531e-01]
[ 2.01901887e-02 1.86747566e-01 -1.75243031e-02 4.57627332e-02
7.65003591e-02 -8.19470490e-03 2.82199731e-01 4.13216828e-02
1.43329144e-01 -2.11060643e-02]
[ 2.12875990e-01 4.35651359e-01 4.06960689e-02 1.59560169e-01
-4.76393236e-02 -7.74228769e-02 -5.75560512e-01 -3.19943529e-02
1.30183538e-01 4.05201121e-01]
[ -4.76207543e-02 -3.75905521e-01 -2.54832012e-01 -2.87957296e-02
1.64379443e-01 1.81311908e-01 2.24738333e-01 5.54118208e-02
-8.48911511e-03 2.59404917e-02]
[ 1.32579054e-03 2.26095429e-01 -1.45826871e-01 5.12212826e-02
9.30735409e-02 -1.80591445e-01 -1.96354388e-02 -1.19826716e-01
-1.92070495e-01 5.65118233e-02]
[ -3.49892748e-01 -2.69529286e-01 -2.88294535e-01 1.36051963e-01
1.53885220e-01 5.54863217e-02 -1.60779786e-02 -3.42395711e-02
-1.53701224e-02 2.96633900e-02]
[ 3.73219362e-04 -1.13517392e-01 1.19396083e-02 1.06920830e-01
-1.19217287e-01 -7.46790378e-02 1.44070611e-01 -1.88500532e-01
1.86501069e-01 5.28570669e-02]
[ 1.07223669e-01 -2.02740965e-01 2.74673703e-02 -7.95018044e-02
2.10882712e-01 -3.74334209e-02 3.29506515e-02 1.24275597e-01
5.58905227e-02 -2.00615750e-02]
[ -1.42498315e-01 1.56585624e-02 -2.94172135e-01 1.87005073e-02
-1.65425019e-01 5.60710551e-02 -3.20365929e-01 -2.65602225e-02
2.89372702e-01 -7.56410666e-02]
[ 5.01722368e-02 -1.98980852e-01 8.07718467e-02 8.54638606e-03
1.79367006e-01 -9.39769906e-02 3.76498235e-03 -9.58493463e-02
-2.49312756e-02 1.37810908e-01]
[ -7.76818421e-02 1.28075201e-01 -1.51647001e-03 -1.60221243e-01
7.48247655e-03 2.76164296e-02 5.88680383e-02 -1.01228030e-01
-2.48696995e-02 -1.22099080e-01]
[ -6.49236961e-02 9.39294647e-02 -5.03746294e-02 4.87149631e-02
1.64676305e-01 7.94515118e-02 -1.30941559e-01 -1.40844295e-02
-1.22257588e-01 -1.39319014e-01]
[ -1.55517551e-01 7.46252512e-03 6.26834706e-02 2.38978096e-02
-1.77628790e-01 -2.20539039e-01 -1.82192829e-01 -1.96914999e-01
8.88733526e-02 1.76561354e-01]
[ -2.03939901e-01 -9.82107084e-02 1.24515158e-01 2.82033955e-01
-1.70129303e-01 -8.73361120e-02 -1.63140428e-01 -2.54566927e-01
-1.98404622e-01 2.42540799e-02]
[ 1.11728143e-01 -4.17419113e-02 -2.09625940e-02 1.05625230e-01
6.68607180e-03 -7.76609156e-02 1.06312307e-01 4.67078122e-03
2.17766720e-02 1.40972613e-02]
[ 2.81664235e-02 -4.53515346e-02 -2.15059390e-01 1.34317180e-01
-3.61305582e-02 9.45852950e-02 -7.62649003e-02 -1.96787981e-02
-1.06745470e-01 -1.48295359e-02]
[ -1.30121069e-01 -5.79680502e-02 -2.07947058e-01 1.45581616e-01
-1.28410214e-02 1.38754330e-01 2.06731427e-02 -2.50326583e-01
5.75350742e-02 -2.11491230e-01]
[ -6.67862172e-02 -1.79118431e-02 2.78253341e-01 1.05539045e-01
9.13913489e-02 -6.44889134e-02 -1.50145120e-01 1.21419397e-01
7.32158883e-02 4.19277464e-02]
[ 4.95531251e-02 -5.18904214e-04 8.60984258e-02 8.75078124e-02
8.25819375e-02 -1.91546811e-02 2.53180797e-01 1.20172990e-01
-4.02868705e-02 -6.42103888e-02]
[ -2.81004212e-03 -1.68213599e-01 -2.94639362e-01 -6.06245077e-02
2.87322272e-01 -8.57996168e-02 1.92614059e-01 1.64460852e-01
9.63403391e-02 -4.05319432e-02]
[ 4.83047957e-02 1.67992024e-02 -1.21825071e-01 3.52076891e-02
-6.76737036e-02 3.29410354e-01 2.49050315e-01 2.06177647e-01
-1.73371903e-01 -5.84444167e-02]
[ 1.93517775e-02 1.94637967e-02 1.27562825e-01 1.25407749e-01
-8.05786055e-02 1.00703728e-01 -2.34834431e-01 -3.92457053e-02
2.21398227e-01 1.07135062e-01]
[ 1.06073963e-01 7.91498877e-02 -5.05632825e-02 -1.07379117e-01
-1.08367785e-01 -3.28874158e-01 1.03334023e-01 8.47954368e-03
1.39137533e-01 8.77950175e-02]
[ -9.72122851e-02 2.50055921e-02 -1.48747152e-02 2.40416602e-02
6.09475072e-03 -2.02854573e-01 -9.51530407e-02 -1.94706729e-02
1.52775706e-02 1.31039272e-01]
[ -1.27156206e-01 -6.82057692e-03 -1.89512404e-01 1.94884846e-02
-3.21050047e-01 -1.26279705e-02 -6.89625387e-02 -2.23718194e-02
2.14452973e-02 8.97059984e-02]
[ 1.66773745e-02 7.13432103e-02 -5.17346935e-02 -6.11324003e-02
3.16143922e-01 2.51444131e-01 3.87581069e-01 1.14458423e-01
-1.30677990e-01 -2.98173742e-01]
[ 4.01906196e-02 -1.88113956e-01 -1.81798491e-03 7.67206832e-03
4.05233116e-01 7.11280407e-02 3.17099696e-01 9.30356925e-02
8.96091955e-02 -2.89290503e-01]
[ 5.60477294e-02 -2.67529703e-01 -2.10488165e-02 -4.37202861e-02
4.73730194e-01 8.31363883e-05 3.13995715e-01 4.97709636e-02
-3.12859633e-01 -1.45609963e-01]
[ -1.00732897e-01 -3.83241367e-01 2.32617942e-02 -1.07815316e-01
4.68611554e-01 -1.24828120e-01 3.95159554e-01 -8.04487781e-02
4.65498228e-03 1.74519036e-01]
[ -2.31101144e-01 -2.09348531e-01 8.18084718e-02 2.82610443e-02
6.90559872e-01 1.14515256e-01 2.21883416e-01 4.93956707e-02
-3.08390956e-02 -5.50097222e-02]
[ -1.14060800e-01 -4.42208208e-02 2.91495165e-01 -1.21592567e-01
2.80893267e-01 -8.80267822e-02 4.14752591e-01 1.62898493e-02
-1.62379028e-01 9.54067645e-02]
[ -7.57916039e-02 -6.88090920e-02 -1.55628728e-01 -2.77860321e-02
2.58199943e-01 -2.55635894e-01 1.51977855e-02 1.71606153e-01
4.57212609e-02 -4.25238285e-02]
[ 1.00416093e-01 1.95190885e-01 1.57849743e-01 -1.10012048e-01
-1.29844169e-02 5.84441360e-02 -9.89094674e-02 2.85178274e-01
5.93602638e-02 1.50810327e-01]
[ 3.02560981e-01 1.87973944e-01 -1.06045332e-01 2.52527965e-01
-7.49945230e-01 -2.63426452e-01 -3.33039054e-01 1.77928542e-01
3.30210407e-01 -1.14758033e-01]
[ 5.02018290e-02 1.52788959e-01 2.53568586e-01 2.55079306e-01
-6.66605130e-02 -1.95212544e-01 -1.80272717e-01 -1.31619413e-01
-1.36463286e-01 -2.81585639e-01]
[ 4.04712238e-02 -4.60657358e-03 -1.09656993e-01 -2.95494810e-02
1.79103697e-01 3.37469693e-02 -5.50995770e-02 -1.83281131e-01
5.37240637e-02 2.33543095e-01]
[ -1.10469631e-02 -8.30824223e-02 -7.15500979e-02 -6.74788041e-02
4.02265321e-02 -1.68007591e-01 1.20618646e-01 9.73442319e-03
2.52968135e-02 -7.64018008e-03]
[ 1.08115134e-02 1.44829576e-02 2.36916319e-01 4.83047858e-02
-1.45187285e-01 -1.23376803e-01 1.70958086e-01 3.95126607e-02
-2.06214068e-01 8.64770610e-02]
[ 4.33330651e-02 -4.58773319e-02 9.52142196e-02 -3.30575306e-02
-1.11717486e-01 8.54594804e-02 1.49185729e-01 -2.71617666e-01
-4.82259576e-02 -1.27902022e-01]
[ -3.41668624e-02 2.02791789e-02 7.41052954e-02 -6.30726886e-02
7.30889881e-02 1.94143693e-01 1.65870652e-01 1.17693343e-01
-4.63223243e-02 1.46174770e-01]
[ 2.19091070e-01 4.99438585e-02 2.82619973e-02 7.91904601e-02
6.43974029e-02 -2.00456071e-02 -1.46444071e-01 1.48069985e-01
-5.58495198e-02 -1.88400627e-02]
[ -8.17304312e-03 -1.50587808e-01 -7.15390079e-03 -3.26163186e-02
-1.79104155e-01 -9.57746698e-02 -6.71796930e-02 4.01485359e-02
6.51331128e-02 1.24832016e-01]
[ -7.53483174e-02 3.32157464e-01 6.25244538e-02 2.47580708e-01
-6.08394996e-01 -2.49382117e-01 -3.99973998e-01 -7.54936506e-02
1.51686895e-01 1.73838799e-01]
[ 9.26848832e-02 3.56338132e-01 1.77553640e-02 2.90764452e-01
-4.52165310e-01 -3.52023591e-02 -2.51152565e-01 1.48751710e-01
9.75915591e-02 3.76008481e-01]
[ 2.24469652e-01 2.03841422e-01 2.26380551e-01 8.37409588e-02
-2.10805178e-01 1.04327401e-01 -1.00809452e-01 1.62478020e-01
1.91469892e-01 1.79285151e-02]
[ -9.08362082e-02 1.69775026e-01 2.32826404e-01 -1.17723155e-02
5.08183831e-02 1.41467299e-01 -4.40537144e-02 -1.53267318e-02
-5.51414674e-02 2.41000537e-02]
[ -1.01629889e-01 -1.90663813e-02 2.27912035e-02 8.41617169e-02
-2.45430916e-02 1.19862291e-01 2.71533825e-01 2.03950352e-02
-2.81762316e-01 -1.01360742e-01]
[ -1.96492855e-01 4.45511392e-02 -8.20783229e-02 -3.11772668e-01
7.58720098e-02 1.08054309e-01 3.34126241e-02 1.04057259e-01
-1.83384481e-01 6.60578777e-02]
[ 5.93590099e-02 -2.29880010e-01 -1.03107056e-01 -9.11169906e-02
1.45896309e-01 6.80449726e-04 2.32356787e-02 1.54073742e-01
-1.10503429e-01 -1.43873547e-01]
[ 1.59781758e-01 -1.07018589e-01 -1.33567272e-01 9.02236328e-03
1.18229874e-01 -6.61474607e-02 -6.53451958e-02 -1.47499598e-01
1.40537751e-01 -8.38725450e-02]
[ -1.25466408e-01 1.65020986e-01 2.53613670e-01 -3.65063785e-02
1.91102082e-01 9.53940598e-02 -1.87815798e-02 -2.98066497e-01
-1.34047528e-01 -6.74307072e-02]
[ -3.50659948e-01 1.28460181e-01 1.06053091e-02 -2.63229861e-02
9.99900271e-02 -1.69030984e-01 -7.43369593e-02 2.35453167e-01
-9.54637552e-02 8.93515057e-02]
[ 1.43721985e-01 1.21197944e-01 -2.43440963e-01 -1.04569276e-01
1.19402264e-01 -2.86067507e-01 3.19584198e-03 -1.67520656e-01
-1.38415426e-02 -1.95530433e-01]
[ 2.08458620e-01 -1.32110905e-01 5.91317934e-02 -2.65126754e-02
3.27958257e-02 -2.79935532e-02 -2.94200411e-02 -1.36615037e-01
1.06532786e-01 -1.79656314e-01]
[ -1.04109982e-01 -7.84388276e-03 1.20373747e-01 1.10966018e-01
-1.10285088e-02 -1.10762369e-01 2.25434097e-01 -7.64895793e-02
1.84851049e-01 -7.62090782e-04]
[ 3.00644074e-02 -8.03862250e-02 2.20025292e-01 -2.08077518e-01
4.21687225e-02 1.02445537e-01 -3.93353969e-02 -1.12138366e-01
4.30407068e-02 2.73081766e-01]]
[[ 0.35981687]
[ 1.02783951]
[ 0.17383815]
[ 0.52557818]
[-1.82721768]
[-0.23905018]
[-1.17137613]
[-0.02767335]
[ 0.39609015]
[ 0.59804103]]
Progress: 10.1% ... Training loss: 0.423 ... Validation loss: 0.700[[ 1.56519203e-01 2.92403993e-01 -1.17262652e-01 1.04196755e-01
-6.18815497e-01 -6.58043328e-02 -1.29494893e-01 1.25848098e-01
-9.39637408e-02 2.12930784e-01]
[ 2.03919383e-02 1.87265701e-01 -1.74270749e-02 4.60543140e-02
7.55926731e-02 -8.32862365e-03 2.81560689e-01 4.13071116e-02
1.43549353e-01 -2.07761653e-02]
[ 2.16091220e-01 4.43646784e-01 4.22776386e-02 1.64137367e-01
-6.25780887e-02 -7.93207453e-02 -5.83928267e-01 -3.22524261e-02
1.33680443e-01 4.10181034e-01]
[ -5.16423167e-02 -3.85260754e-01 -2.56816389e-01 -3.46937603e-02
1.82176588e-01 1.83826989e-01 2.36114390e-01 5.57298251e-02
-1.29225787e-02 1.93506774e-02]
[ 1.15478470e-03 2.23870264e-01 -1.45945432e-01 5.05901994e-02
9.38969702e-02 -1.80286869e-01 -1.89617882e-02 -1.19797284e-01
-1.92191838e-01 5.55220583e-02]
[ -3.50402390e-01 -2.71059490e-01 -2.88534994e-01 1.35290204e-01
1.56623492e-01 5.58334695e-02 -1.42464913e-02 -3.41994481e-02
-1.59497946e-02 2.87436995e-02]
[ 3.20839721e-04 -1.14141288e-01 1.19207997e-02 1.06679155e-01
-1.17095424e-01 -7.45838663e-02 1.44547196e-01 -1.88497228e-01
1.86394212e-01 5.27125222e-02]
[ 1.08749510e-01 -1.99032505e-01 2.82538858e-02 -7.71831322e-02
2.03070151e-01 -3.83840272e-02 2.93251902e-02 1.24145766e-01
5.76199203e-02 -1.76859363e-02]
[ -1.41558020e-01 1.82088679e-02 -2.93705248e-01 2.01086953e-02
-1.70250404e-01 5.54715257e-02 -3.23180123e-01 -2.66322532e-02
2.90393870e-01 -7.41146898e-02]
[ 5.17194610e-02 -1.95430231e-01 8.15908701e-02 1.08276308e-02
1.72281252e-01 -9.48661739e-02 3.72543759e-04 -9.59803792e-02
-2.31710732e-02 1.40146155e-01]
[ -7.70861611e-02 1.29345799e-01 -1.22068638e-03 -1.59408535e-01
5.57416426e-03 2.72329051e-02 5.72447184e-02 -1.01274764e-01
-2.43009744e-02 -1.21188003e-01]
[ -6.51624867e-02 9.32129115e-02 -5.04953019e-02 4.83444363e-02
1.65892562e-01 7.96164032e-02 -1.30057383e-01 -1.40650976e-02
-1.22522478e-01 -1.39727557e-01]
[ -1.55517551e-01 7.46252512e-03 6.26834706e-02 2.38978096e-02
-1.77628790e-01 -2.20539039e-01 -1.82192829e-01 -1.96914999e-01
8.88733526e-02 1.76561354e-01]
[ -2.03969529e-01 -9.84358486e-02 1.24505495e-01 2.81987678e-01
-1.69855342e-01 -8.73145676e-02 -1.62895772e-01 -2.54564268e-01
-1.98447750e-01 2.41462165e-02]
[ 1.11645923e-01 -4.19976662e-02 -2.10040811e-02 1.05501763e-01
7.12517163e-03 -7.76041395e-02 1.06591677e-01 4.67741133e-03
2.16863349e-02 1.39590106e-02]
[ 2.74853748e-02 -4.72639928e-02 -2.15386985e-01 1.33307771e-01
-3.26536568e-02 9.50344954e-02 -7.40656677e-02 -1.96266776e-02
-1.07490730e-01 -1.59617070e-02]
[ -1.30157377e-01 -5.84851882e-02 -2.07943245e-01 1.45505181e-01
-1.23686798e-02 1.38801764e-01 2.08568992e-02 -2.50323259e-01
5.75374280e-02 -2.11497008e-01]
[ -6.63179600e-02 -1.67002679e-02 2.78459502e-01 1.06100978e-01
9.04027225e-02 -6.47598235e-02 -1.51388386e-01 1.21383193e-01
7.36416995e-02 4.26235197e-02]
[ 4.92052555e-02 -1.41520298e-03 8.59408248e-02 8.69982025e-02
8.43244840e-02 -1.89203348e-02 2.54328604e-01 1.20198716e-01
-4.06735849e-02 -6.48205145e-02]
[ -2.12314815e-03 -1.66939091e-01 -2.94295374e-01 -5.96719628e-02
2.84048482e-01 -8.61230418e-02 1.91282029e-01 1.64407767e-01
9.70872336e-02 -3.95760871e-02]
[ 4.86974960e-02 1.75464998e-02 -1.21627218e-01 3.57757104e-02
-6.94284116e-02 3.29142472e-01 2.47925299e-01 2.06144117e-01
-1.72902941e-01 -5.78340139e-02]
[ 2.00869309e-02 2.20277444e-02 1.27942598e-01 1.26611497e-01
-8.46741064e-02 1.00152982e-01 -2.36801521e-01 -3.93104986e-02
2.22206547e-01 1.08389030e-01]
[ 1.06660182e-01 8.07229586e-02 -5.02696212e-02 -1.06491220e-01
-1.11315435e-01 -3.29234401e-01 1.01515151e-01 8.43511507e-03
1.39774650e-01 8.87434742e-02]
[ -9.70291139e-02 2.54856268e-02 -1.47849933e-02 2.43107435e-02
5.15102320e-03 -2.02976372e-01 -9.57559791e-02 -1.94848012e-02
1.54807301e-02 1.31348360e-01]
[ -1.27127413e-01 -6.75955542e-03 -1.89496895e-01 1.95338804e-02
-3.21228705e-01 -1.26500830e-02 -6.90597294e-02 -2.23745432e-02
2.14821567e-02 8.97644229e-02]
[ 1.63058038e-02 7.02898282e-02 -5.19150865e-02 -6.16813585e-02
3.18009762e-01 2.51689512e-01 3.88790585e-01 1.14487484e-01
-1.31092456e-01 -2.98772322e-01]
[ 3.99603800e-02 -1.88720978e-01 -1.92820513e-03 7.33333851e-03
4.06322064e-01 7.12833452e-02 3.17842562e-01 9.30535293e-02
8.93714283e-02 -2.89673539e-01]
[ 5.54105123e-02 -2.69419119e-01 -2.13417090e-02 -4.46551857e-02
4.76995238e-01 4.95408045e-04 3.16155154e-01 4.98201158e-02
-3.13561616e-01 -1.46708762e-01]
[ -1.01493882e-01 -3.85182633e-01 2.29005698e-02 -1.08939271e-01
4.72464166e-01 -1.24321171e-01 3.97541302e-01 -8.03905490e-02
3.82684018e-03 1.73333589e-01]
[ -2.31660789e-01 -2.10882254e-01 8.15347334e-02 2.74247767e-02
6.93210463e-01 1.14889489e-01 2.23718114e-01 4.94381486e-02
-3.14542487e-02 -5.59302194e-02]
[ -1.14731679e-01 -4.60453649e-02 2.91177878e-01 -1.22584520e-01
2.84234412e-01 -8.75800252e-02 4.16801153e-01 1.63413870e-02
-1.63121910e-01 9.43269091e-02]
[ -7.60030040e-02 -6.94449600e-02 -1.55733320e-01 -2.80951201e-02
2.59210679e-01 -2.55505600e-01 1.58604182e-02 1.71622396e-01
4.54936846e-02 -4.28484001e-02]
[ 1.00975923e-01 1.96693078e-01 1.58104404e-01 -1.09185115e-01
-1.58148113e-02 5.80839459e-02 -1.00681296e-01 2.85135644e-01
5.99703193e-02 1.51699209e-01]
[ 3.02779808e-01 1.88495955e-01 -1.05947510e-01 2.52804631e-01
-7.50565865e-01 -2.63568859e-01 -3.33755861e-01 1.77912809e-01
3.30448309e-01 -1.14402946e-01]
[ 5.01789819e-02 1.52726827e-01 2.53558033e-01 2.55045850e-01
-6.65443288e-02 -1.95197266e-01 -1.80203904e-01 -1.31617655e-01
-1.36488120e-01 -2.81619193e-01]
[ 4.03703455e-02 -4.81701175e-03 -1.09705612e-01 -2.96940535e-02
1.79525081e-01 3.38115727e-02 -5.47701241e-02 -1.83274674e-01
5.35925009e-02 2.33401027e-01]
[ -1.10010282e-02 -8.28989864e-02 -7.15199586e-02 -6.74025249e-02
3.99381010e-02 -1.68052108e-01 1.20394143e-01 9.73035727e-03
2.53547370e-02 -7.53875378e-03]
[ 1.11747583e-02 1.55450802e-02 2.37099816e-01 4.88637497e-02
-1.47123205e-01 -1.23610709e-01 1.69865277e-01 3.94833030e-02
-2.05800243e-01 8.70664000e-02]
[ 4.42823154e-02 -4.29872513e-02 9.56801653e-02 -3.15995485e-02
-1.16190404e-01 8.47850639e-02 1.46208403e-01 -2.71691130e-01
-4.72030166e-02 -1.26296861e-01]
[ -3.41350605e-02 2.02573385e-02 7.41251858e-02 -6.30262306e-02
7.29343088e-02 1.94132416e-01 1.65844420e-01 1.17691260e-01
-4.62895124e-02 1.46174148e-01]
[ 2.18906089e-01 4.96259268e-02 2.81716746e-02 7.89219029e-02
6.52991181e-02 -1.99378852e-02 -1.45904691e-01 1.48084365e-01
-5.60989385e-02 -1.91148147e-02]
[ -7.84266968e-03 -1.49606938e-01 -6.97958509e-03 -3.21132855e-02
-1.80817222e-01 -9.59885870e-02 -6.82926113e-02 4.01213060e-02
6.55277586e-02 1.25362979e-01]
[ -7.30949512e-02 3.37000511e-01 6.36031688e-02 2.50746458e-01
-6.18193225e-01 -2.50673050e-01 -4.05453270e-01 -7.56705503e-02
1.54109354e-01 1.77140623e-01]
[ 9.36001133e-02 3.58632522e-01 1.82278303e-02 2.92089025e-01
-4.56635188e-01 -3.57842423e-02 -2.53788244e-01 1.48679417e-01
9.86359962e-02 3.77440380e-01]
[ 2.24746997e-01 2.04502305e-01 2.26520837e-01 8.41801709e-02
-2.12194620e-01 1.04135313e-01 -1.01675433e-01 1.62455260e-01
1.91784005e-01 1.84321656e-02]
[ -9.08479641e-02 1.69741472e-01 2.32820867e-01 -1.17892541e-02
5.08781389e-02 1.41475117e-01 -4.40154211e-02 -1.53259357e-02
-5.51541885e-02 2.40806551e-02]
[ -1.01534886e-01 -1.87577276e-02 2.28400159e-02 8.43122342e-02
-2.50756234e-02 1.19792907e-01 2.71188331e-01 2.03871189e-02
-2.81652664e-01 -1.01193958e-01]
[ -1.96523160e-01 4.44228087e-02 -8.20918174e-02 -3.11813670e-01
7.59870078e-02 1.08069998e-01 3.34779771e-02 1.04059042e-01
-1.83411191e-01 6.60292561e-02]
[ 5.90156197e-02 -2.30763583e-01 -1.03270597e-01 -9.16315531e-02
1.47635673e-01 9.05254293e-04 2.42721938e-02 1.54100028e-01
-1.10886945e-01 -1.44420982e-01]
[ 1.61445934e-01 -1.02141326e-01 -1.32718783e-01 1.16355805e-02
1.09697078e-01 -6.72963418e-02 -7.04632385e-02 -1.47633224e-01
1.42385257e-01 -8.10812463e-02]
[ -1.24679725e-01 1.67055523e-01 2.53988150e-01 -3.53699238e-02
1.87506612e-01 9.49037674e-02 -2.11064471e-02 -2.98126063e-01
-1.33189215e-01 -6.61727853e-02]
[ -3.50989681e-01 1.27217288e-01 1.04392174e-02 -2.69009710e-02
1.01824690e-01 -1.68731484e-01 -7.28845611e-02 2.35480331e-01
-9.58512011e-02 8.85951412e-02]
[ 1.44692683e-01 1.23306878e-01 -2.42897496e-01 -1.03076715e-01
1.14897503e-01 -2.86680735e-01 8.27882881e-04 -1.67604599e-01
-1.27102320e-02 -1.93961003e-01]
[ 2.08003176e-01 -1.33289459e-01 5.89160963e-02 -2.71919412e-02
3.51409560e-02 -2.77068174e-02 -2.79968549e-02 -1.36582755e-01
1.05999215e-01 -1.80406661e-01]
[ -1.04048740e-01 -8.21109406e-03 1.20371768e-01 1.10930531e-01
-1.01434181e-02 -1.10758766e-01 2.25893729e-01 -7.64949702e-02
1.84879473e-01 -8.56401210e-04]
[ 2.92709002e-02 -8.25136349e-02 2.19636758e-01 -2.09303587e-01
4.59590552e-02 1.03000283e-01 -3.69913268e-02 -1.12073721e-01
4.21602086e-02 2.71901917e-01]]
[[ 0.37708921]
[ 1.0522729 ]
[ 0.1884066 ]
[ 0.54146251]
[-1.8275225 ]
[-0.23345904]
[-1.1738682 ]
[-0.01810494]
[ 0.4136742 ]
[ 0.6151444 ]]
Progress: 10.2% ... Training loss: 0.419 ... Validation loss: 0.686[[ 1.56929658e-01 2.93467308e-01 -1.16978303e-01 1.04859411e-01
-6.19004768e-01 -6.61416798e-02 -1.30422187e-01 1.25819506e-01
-9.34987809e-02 2.13777134e-01]
[ 2.05132517e-02 1.87467888e-01 -1.73736766e-02 4.62083180e-02
7.51230306e-02 -8.39631282e-03 2.81250021e-01 4.13019848e-02
1.43626471e-01 -2.06123582e-02]
[ 2.16460467e-01 4.45249008e-01 4.25229727e-02 1.64709797e-01
-6.45985584e-02 -7.95391395e-02 -5.84785241e-01 -3.22752809e-02
1.33990170e-01 4.10827172e-01]
[ -4.97553995e-02 -3.79903847e-01 -2.55861090e-01 -3.19191231e-02
1.72518847e-01 1.82598279e-01 2.29158127e-01 5.56412905e-02
-1.09928845e-02 2.25509199e-02]
[ -2.86633713e-03 2.12528339e-01 -1.47957330e-01 4.45844770e-02
1.13101698e-01 -1.77744117e-01 -5.90824133e-03 -1.19598884e-01
-1.96431626e-01 4.87222055e-02]
[ -3.51165846e-01 -2.73414385e-01 -2.88910654e-01 1.34138149e-01
1.60907033e-01 5.63071532e-02 -1.16448563e-02 -3.41619795e-02
-1.67957018e-02 2.75081492e-02]
[ -2.64740916e-04 -1.15565444e-01 1.16814060e-02 1.05866906e-01
-1.13592611e-01 -7.42810104e-02 1.46135905e-01 -1.88474211e-01
1.85783925e-01 5.17948345e-02]
[ 1.08823730e-01 -1.98593351e-01 2.83416966e-02 -7.70113370e-02
2.03065394e-01 -3.84488709e-02 2.94669268e-02 1.24136934e-01
5.76532713e-02 -1.73996509e-02]
[ -1.40778955e-01 1.99838606e-02 -2.93347717e-01 2.12455424e-02
-1.73696157e-01 5.49635686e-02 -3.25453322e-01 -2.66699126e-02
2.91127602e-01 -7.29231199e-02]
[ 5.21149979e-02 -1.94393446e-01 8.18364329e-02 1.15142510e-02
1.71902555e-01 -9.52035443e-02 -4.60921986e-04 -9.60098110e-02
-2.28174489e-02 1.40910372e-01]
[ -7.75465679e-02 1.27903447e-01 -1.42443013e-03 -1.60136215e-01
8.18364537e-03 2.75152465e-02 5.88520666e-02 -1.01251898e-01
-2.48740708e-02 -1.22009367e-01]
[ -6.55933689e-02 9.20535744e-02 -5.07068319e-02 4.77298351e-02
1.67997620e-01 7.98751710e-02 -1.28772384e-01 -1.40445371e-02
-1.22992117e-01 -1.40345793e-01]
[ -1.55517551e-01 7.46252512e-03 6.26834706e-02 2.38978096e-02
-1.77628790e-01 -2.20539039e-01 -1.82192829e-01 -1.96914999e-01
8.88733526e-02 1.76561354e-01]
[ -2.04252233e-01 -9.92999958e-02 1.24359860e-01 2.81579589e-01
-1.68480462e-01 -8.71382324e-02 -1.61968234e-01 -2.54550877e-01
-1.98753805e-01 2.36791509e-02]
[ 1.11763563e-01 -4.17968269e-02 -2.09502041e-02 1.05646181e-01
6.88827493e-03 -7.76834628e-02 1.06322553e-01 4.67154005e-03
2.18198024e-02 1.41309312e-02]
[ 2.66029484e-02 -4.96723158e-02 -2.15818256e-01 1.32012289e-01
-2.81492898e-02 9.55687355e-02 -7.12423690e-02 -1.95828194e-02
-1.08450815e-01 -1.73839400e-02]
[ -1.30621566e-01 -5.96307907e-02 -2.08164776e-01 1.44839070e-01
-1.01844394e-02 1.39086641e-01 2.21722460e-02 -2.50303174e-01
5.70406194e-02 -2.12245140e-01]
[ -6.62806230e-02 -1.66919384e-02 2.78493077e-01 1.06142397e-01
9.05100958e-02 -6.47840163e-02 -1.51390035e-01 1.21380585e-01
7.36877539e-02 4.26182781e-02]
[ 4.92591199e-02 -1.07440144e-03 8.60115036e-02 8.71597305e-02
8.45611581e-02 -1.90097567e-02 2.53953689e-01 1.20191175e-01
-4.05968948e-02 -6.44906738e-02]
[ -2.04618181e-03 -1.66489324e-01 -2.94255727e-01 -5.95156540e-02
2.83251380e-01 -8.62044364e-02 1.90951326e-01 1.64402525e-01
9.71353465e-02 -3.93760799e-02]
[ 4.79591410e-02 1.54641630e-02 -1.22003725e-01 3.46571963e-02
-6.58098007e-02 3.29617933e-01 2.50215311e-01 2.06181562e-01
-1.73734785e-01 -5.90588012e-02]
[ 2.10738311e-02 2.46060635e-02 1.28478663e-01 1.28063148e-01
-8.86987008e-02 9.95583679e-02 -2.39246986e-01 -3.93612389e-02
2.23268604e-01 1.09959663e-01]
[ 1.06942775e-01 8.14976991e-02 -5.01337995e-02 -1.06085192e-01
-1.12570458e-01 -3.29422466e-01 1.00735810e-01 8.42176980e-03
1.40018430e-01 8.91764811e-02]
[ -9.65854040e-02 2.63523966e-02 -1.45903781e-02 2.49756128e-02
3.06915986e-03 -2.03268686e-01 -9.72274056e-02 -1.95068411e-02
1.59213852e-02 1.32052924e-01]
[ -1.27254500e-01 -7.04361688e-03 -1.89555943e-01 1.93401929e-02
-3.20523528e-01 -1.25679321e-02 -6.86844217e-02 -2.23679411e-02
2.13370196e-02 8.95465268e-02]
[ 1.63419549e-02 7.02801249e-02 -5.19012116e-02 -6.16355452e-02
3.17860938e-01 2.51671465e-01 3.88792735e-01 1.14485943e-01
-1.31057779e-01 -2.98746144e-01]
[ 3.95162444e-02 -1.89828221e-01 -2.14806107e-03 6.69500325e-03
4.08458245e-01 7.15570269e-02 3.19177920e-01 9.30748701e-02
8.88855351e-02 -2.90325130e-01]
[ 5.48766241e-02 -2.70846521e-01 -2.16115534e-02 -4.54337594e-02
4.79482798e-01 8.14798168e-04 3.17768770e-01 4.98463060e-02
-3.14112557e-01 -1.47596264e-01]
[ -1.02157089e-01 -3.86815767e-01 2.25688456e-02 -1.09875882e-01
4.75543195e-01 -1.23920969e-01 3.99471154e-01 -8.03593382e-02
3.11250370e-03 1.72304434e-01]
[ -2.32202018e-01 -2.12309346e-01 8.12591970e-02 2.66430727e-02
6.95742872e-01 1.15223566e-01 2.25377577e-01 4.94644539e-02
-3.20535538e-02 -5.67891152e-02]
[ -1.14993775e-01 -4.67082869e-02 2.91046873e-01 -1.22960988e-01
2.85463170e-01 -8.74204525e-02 4.17570621e-01 1.63535353e-02
-1.63408042e-01 9.39349531e-02]
[ -7.65791961e-02 -7.11281779e-02 -1.56031526e-01 -2.89645133e-02
2.62106159e-01 -2.55150954e-01 1.77070934e-02 1.71651254e-01
4.48315925e-02 -4.38229471e-02]
[ 1.00700932e-01 1.95871575e-01 1.57959096e-01 -1.09619520e-01
-1.44361390e-02 5.82721847e-02 -9.97829678e-02 2.85149479e-01
5.96395325e-02 1.51294126e-01]
[ 3.04844683e-01 1.94191304e-01 -1.04838230e-01 2.55933201e-01
-7.59522733e-01 -2.64937064e-01 -3.40464142e-01 1.77806276e-01
3.32657324e-01 -1.10787787e-01]
[ 5.01878953e-02 1.52736202e-01 2.53557836e-01 2.55051571e-01
-6.65369086e-02 -1.95202143e-01 -1.80250769e-01 -1.31617613e-01
-1.36487315e-01 -2.81613835e-01]
[ 4.04537467e-02 -4.52428461e-03 -1.09660011e-01 -2.95659317e-02
1.79082149e-01 3.37554696e-02 -5.49740656e-02 -1.83278801e-01
5.36769878e-02 2.33506091e-01]
[ -1.12351836e-02 -8.35113421e-02 -7.16386923e-02 -6.77557774e-02
4.10829558e-02 -1.67934589e-01 1.21089162e-01 9.74209357e-03
2.50723461e-02 -7.92472119e-03]
[ 1.11865964e-02 1.55704175e-02 2.37101595e-01 4.88666852e-02
-1.47128569e-01 -1.23621159e-01 1.69834767e-01 3.94830688e-02
-2.05797930e-01 8.70740437e-02]
[ 4.41326111e-02 -4.34006969e-02 9.55889809e-02 -3.18538110e-02
-1.15366151e-01 8.48859680e-02 1.46648206e-01 -2.71683743e-01
-4.74045836e-02 -1.26554730e-01]
[ -3.41667744e-02 2.01709920e-02 7.41069556e-02 -6.30704710e-02
7.31243026e-02 1.94149339e-01 1.65940282e-01 1.17692828e-01
-4.63271780e-02 1.46124326e-01]
[ 2.19052644e-01 5.00969886e-02 2.82604269e-02 7.91458848e-02
6.46007910e-02 -2.00368672e-02 -1.46351110e-01 1.48076543e-01
-5.59310139e-02 -1.88600375e-02]
[ -7.64152308e-03 -1.49026602e-01 -6.87577897e-03 -3.18137460e-02
-1.81784849e-01 -9.61064280e-02 -6.88089553e-02 4.01113670e-02
6.57249442e-02 1.25681282e-01]
[ -7.23911377e-02 3.38680890e-01 6.39735932e-02 2.51790870e-01
-6.21130706e-01 -2.51075927e-01 -4.07214022e-01 -7.57065173e-02
1.54924933e-01 1.78296376e-01]
[ 9.41069517e-02 3.59656134e-01 1.84805948e-02 2.92776025e-01
-4.58685671e-01 -3.60834873e-02 -2.55158003e-01 1.48655295e-01
9.91662067e-02 3.78124761e-01]
[ 2.24607768e-01 2.04135213e-01 2.26469447e-01 8.40313904e-02
-2.11666010e-01 1.04189488e-01 -1.01111216e-01 1.62460219e-01
1.91658249e-01 1.81734704e-02]
[ -9.07123454e-02 1.70225900e-01 2.32898872e-01 -1.15682225e-02
5.02513700e-02 1.41380919e-01 -4.44960868e-02 -1.53345689e-02
-5.49918104e-02 2.43092096e-02]
[ -1.01673398e-01 -1.91855696e-02 2.27647092e-02 8.40915594e-02
-2.43414078e-02 1.19884932e-01 2.71657181e-01 2.03941116e-02
-2.81810125e-01 -1.01433184e-01]
[ -1.96508950e-01 4.44311508e-02 -8.20849046e-02 -3.11799924e-01
7.59416862e-02 1.08065415e-01 3.34561998e-02 1.04058689e-01
-1.83401558e-01 6.60447096e-02]
[ 5.85955615e-02 -2.31920135e-01 -1.03484988e-01 -9.22513873e-02
1.49684073e-01 1.17304771e-03 2.55977306e-02 1.54120721e-01
-1.11355936e-01 -1.45122678e-01]
[ 1.61374337e-01 -1.02166879e-01 -1.32712203e-01 1.15887373e-02
1.09801830e-01 -6.72872077e-02 -7.00665638e-02 -1.47631611e-01
1.42269488e-01 -8.11902307e-02]
[ -1.25263700e-01 1.65620786e-01 2.53697848e-01 -3.62212368e-02
1.90227868e-01 9.52614854e-02 -1.93409626e-02 -2.98099477e-01
-1.33896490e-01 -6.71343798e-02]
[ -3.51297443e-01 1.25782865e-01 1.02630279e-02 -2.74191927e-02
1.03696207e-01 -1.68552947e-01 -7.16370678e-02 2.35496926e-01
-9.62048553e-02 8.79641471e-02]
[ 1.44903404e-01 1.23444861e-01 -2.42792841e-01 -1.02777080e-01
1.14511071e-01 -2.86776124e-01 5.93771350e-04 -1.67615677e-01
-1.25277494e-02 -1.93688775e-01]
[ 2.07900545e-01 -1.33158091e-01 5.89162136e-02 -2.72102930e-02
3.61083544e-02 -2.77137625e-02 -2.80224401e-02 -1.36583457e-01
1.05924521e-01 -1.80281472e-01]
[ -1.03844997e-01 -7.53132282e-03 1.20494835e-01 1.11209238e-01
-1.04112497e-02 -1.10909711e-01 2.25176254e-01 -7.65065314e-02
1.85114417e-01 -4.80966721e-04]
[ 2.94266479e-02 -8.21329492e-02 2.19699119e-01 -2.09102860e-01
4.52842363e-02 1.02911911e-01 -3.73649264e-02 -1.12081178e-01
4.23050627e-02 2.72155256e-01]]
[[ 0.37905721]
[ 1.05099218]
[ 0.18716165]
[ 0.54137901]
[-1.84027391]
[-0.2359612 ]
[-1.18160318]
[-0.0172967 ]
[ 0.41909293]
[ 0.61530199]]
Progress: 10.2% ... Training loss: 0.417 ... Validation loss: 0.683[[ 0.15633952 0.29144425 -0.11722162 0.10407236 -0.61507586 -0.0658721
-0.12869977 0.12584494 -0.09403743 0.21261428]
[ 0.02004524 0.18620443 -0.01760058 0.04554542 0.07739166 -0.00810855
0.28262639 0.04132319 0.14315252 -0.02134975]
[ 0.21569158 0.44356032 0.04212944 0.163413 -0.06063866 -0.07906614
-0.58268915 -0.03223311 0.13306792 0.40932349]
[-0.04858175 -0.37689543 -0.25519313 -0.02994947 0.16545611 0.18186155
0.22556912 0.05558125 -0.00938283 0.02439173]
[-0.00248399 0.21415181 -0.14783578 0.04494618 0.1111174 -0.17797653
-0.00735838 -0.11961469 -0.19614129 0.04922501]
[-0.35140806 -0.27442169 -0.28903082 0.13379894 0.16270898 0.05642761
-0.01073139 -0.03415147 -0.01698578 0.02708469]
[-0.00103026 -0.11742043 0.01133656 0.1048022 -0.10998414 -0.07381019
0.14868272 -0.18844013 0.184974 0.05036872]
[ 0.10869341 -0.19938835 0.0282707 -0.07725029 0.20407306 -0.03841523
0.03000086 0.1241436 0.0575294 -0.01771343]
[-0.14147294 0.01791907 -0.29367985 0.02025094 -0.17044193 0.05537124
-0.3235709 -0.02663826 0.29040077 -0.07408464]
[ 0.04958889 -0.20097561 0.08060605 0.00785073 0.18391091 -0.09372966
0.0072609 -0.09589626 -0.0255378 0.13673832]
[-0.07657128 0.12955366 -0.00094353 -0.15873371 0.00460101 0.02690737
0.05629455 -0.1012945 -0.02370103 -0.1207343 ]
[-0.06587457 0.09126344 -0.05082549 0.04735339 0.16924421 0.08004177
-0.12806004 -0.01403258 -0.12329552 -0.14077367]
[-0.15551755 0.00746253 0.06268347 0.02389781 -0.17762879 -0.22053904
-0.18219283 -0.196915 0.08887335 0.17656135]
[-0.20445388 -0.10007643 0.124261 0.28131339 -0.1675165 -0.08703311
-0.16125032 -0.25454327 -0.19894276 0.02335166]
[ 0.11210255 -0.04095965 -0.02077712 0.1061475 0.0057933 -0.07791266
0.10530751 0.00465674 0.02223853 0.01469087]
[ 0.02661684 -0.04971543 -0.21581347 0.13201013 -0.02803849 0.09556917
-0.07131462 -0.01958323 -0.10842456 -0.01740331]
[-0.13095884 -0.06052823 -0.20832988 0.14436333 -0.00864044 0.13929642
0.02323647 -0.25028851 0.05666752 -0.21279079]
[-0.06630739 -0.01667204 0.27848502 0.10611984 0.0905688 -0.0647669
-0.15107514 0.12138112 0.07368852 0.04240218]
[ 0.04860107 -0.00286473 0.08569934 0.08619433 0.08807853 -0.01859815
0.25604232 0.1202223 -0.04135317 -0.06554831]
[-0.00272464 -0.16817488 -0.29460893 -0.06054964 0.28659612 -0.08579337
0.19273907 0.16443533 0.0963505 -0.04037724]
[ 0.0483674 0.01595178 -0.12181349 0.03517367 -0.06752915 0.32937666
0.24935992 0.2061653 -0.17328773 -0.05869405]
[ 0.02052356 0.02333337 0.12825943 0.12740355 -0.08659922 0.09983407
-0.23785502 -0.03933999 0.22284554 0.10919871]
[ 0.10688245 0.08127593 -0.05017112 -0.10619104 -0.11213858 -0.32939248
0.10087658 0.00842491 0.13990997 0.08901294]
[-0.09652975 0.02634189 -0.01456505 0.02505682 0.00276284 -0.20331245
-0.09735566 -0.01950958 0.01596722 0.13212169]
[-0.12739053 -0.00741255 -0.18962357 0.0191352 -0.31980151 -0.0124819
-0.06824299 -0.02236194 0.02118241 0.08932011]
[ 0.01601223 0.06923755 -0.05205548 -0.06211219 0.31950086 0.25188076
0.38996008 0.11450108 -0.1314255 -0.29927419]
[ 0.03916081 -0.1909566 -0.00232319 0.0061953 0.41022004 0.07178003
0.32032085 0.09309017 0.0884948 -0.29089524]
[ 0.05433543 -0.27238706 -0.0218655 -0.04618922 0.48194571 0.00114317
0.31949768 0.04987031 -0.31468921 -0.1484708 ]
[-0.10227373 -0.38711897 0.02250841 -0.11005115 0.47603297 -0.12384486
0.3998427 -0.08035375 0.00297823 0.17211404]
[-0.23258976 -0.21334438 0.08107288 0.02608588 0.69737135 0.11546469
0.2265597 0.04948171 -0.03247399 -0.05741633]
[-0.11542975 -0.04789936 0.29082302 -0.12360618 0.28756498 -0.08714097
0.41890406 0.01637409 -0.16386814 0.09323047]
[-0.07695137 -0.07211453 -0.15620794 -0.02949999 0.26390075 -0.25492739
0.01883709 0.17166828 0.04443321 -0.04442326]
[ 0.10122584 0.1973329 0.15822457 -0.10883269 -0.01699263 0.05793355
-0.10137685 0.28512515 0.06024155 0.15213303]
[ 0.30497698 0.19449271 -0.10477808 0.25612431 -0.75971625 -0.26503627
-0.34085563 0.17780122 0.33279804 -0.11061714]
[ 0.05009504 0.15248788 0.25351003 0.25491619 -0.06604017 -0.19515077
-0.1799818 -0.1316137 -0.13658876 -0.28176862]
[ 0.04058853 -0.00420814 -0.10959912 -0.02937206 0.17845126 0.03367465
-0.05537375 -0.18328524 0.05382544 0.23364793]
[-0.0115882 -0.08424935 -0.07183033 -0.06830418 0.04291411 -0.1677406
0.12191364 0.00975951 0.02464259 -0.00837768]
[ 0.01146009 0.01629201 0.23724919 0.04927042 -0.14836774 -0.12379966
0.16894226 0.03947058 -0.20548959 0.08750016]
[ 0.04392458 -0.04389323 0.0954876 -0.0321648 -0.11430263 0.08502316
0.14724833 -0.27167451 -0.04764572 -0.12688779]
[-0.03385792 0.02101355 0.07425469 -0.06262039 0.07161355 0.19395083
0.16505728 0.11767822 -0.04597945 0.14646486]
[ 0.21879892 0.04947644 0.02811644 0.07870652 0.06603794 -0.01986453
-0.14561384 0.14809026 -0.05626839 -0.01931071]
[-0.00754041 -0.14881712 -0.00683852 -0.03167764 -0.18218015 -0.09616702
-0.06902099 0.04010698 0.06582124 0.12580335]
[-0.07262219 0.33765837 0.06385489 0.25144847 -0.61986334 -0.25092802
-0.40626953 -0.07569648 0.15477493 0.17787414]
[ 0.09456169 0.36055866 0.01871386 0.29340633 -0.46045786 -0.03637225
-0.2563627 0.14863679 0.0996784 0.37873032]
[ 0.22545056 0.20660924 0.22692724 0.08537477 -0.21610548 0.10359623
-0.1037618 0.16241713 0.19267555 0.0195926 ]
[-0.09061638 0.17046315 0.23294747 -0.01142442 0.04976034 0.14132148
-0.04479833 -0.01533917 -0.05488712 0.02446604]
[-0.10182662 -0.01961268 0.02269261 0.08388291 -0.023672 0.11997886
0.27208693 0.02040055 -0.28195227 -0.10167241]
[-0.19706208 0.04288655 -0.08235197 -0.31262774 0.07869024 0.10842109
0.03499879 0.10408483 -0.18403189 0.06516523]
[ 0.05827851 -0.23278772 -0.10363885 -0.09271014 0.15119204 0.00137004
0.02660054 0.15413536 -0.11170389 -0.14564165]
[ 0.16158119 -0.10165732 -0.13261078 0.01188568 0.10878599 -0.06742314
-0.07059962 -0.14764233 0.14250739 -0.08085077]
[-0.12608294 0.16339418 0.25330639 -0.03741843 0.19432164 0.09575096
-0.01698969 -0.29806213 -0.13479951 -0.06850205]
[-0.35083456 0.12671344 0.01049148 -0.02674546 0.10214213 -0.1688847
-0.07296379 0.23547814 -0.09566762 0.08860732]
[ 0.1446473 0.12270727 -0.24291229 -0.10312679 0.11565645 -0.2866391
0.00140794 -0.16760487 -0.01279172 -0.19410317]
[ 0.20759528 -0.13381514 0.05878719 -0.02762222 0.03733097 -0.02754711
-0.02725843 -0.13657007 0.1055664 -0.18075204]
[-0.10428188 -0.00893786 0.12028276 0.11055441 -0.00795147 -0.11062103
0.22662023 -0.07648596 0.18473682 -0.00122267]
[ 0.02874238 -0.08426739 0.21935309 -0.21009735 0.04860492 0.10333036
-0.03500194 -0.11205089 0.04158192 0.27084211]]
[[ 0.36986811]
[ 1.0431267 ]
[ 0.17695505]
[ 0.53141395]
[-1.853664 ]
[-0.24374316]
[-1.19171222]
[-0.02425456]
[ 0.40938479]
[ 0.60521508]]
Progress: 10.2% ... Training loss: 0.417 ... Validation loss: 0.687[[ 1.56654860e-01 2.91928160e-01 -1.17207672e-01 1.04190580e-01
-6.14174137e-01 -6.59355660e-02 -1.28813972e-01 1.25831907e-01
-9.37309724e-02 2.12829611e-01]
[ 1.99410372e-02 1.85769965e-01 -1.76579052e-02 4.53600680e-02
7.79258257e-02 -8.03267807e-03 2.83156532e-01 4.13301246e-02
1.43025476e-01 -2.15723262e-02]
[ 2.14390663e-01 4.39046565e-01 4.14240476e-02 1.61067210e-01
-5.47866222e-02 -7.80585637e-02 -5.77335968e-01 -3.21316387e-02
1.31416097e-01 4.06781270e-01]
[ -4.69995686e-02 -3.72432457e-01 -2.54463067e-01 -2.75684861e-02
1.57021653e-01 1.80922936e-01 2.19896365e-01 5.54841864e-02
-7.62396856e-03 2.72514705e-02]
[ -1.73941525e-03 2.16444661e-01 -1.47571348e-01 4.59552471e-02
1.07696522e-01 -1.78614662e-01 -9.22126868e-03 -1.19670254e-01
-1.95350156e-01 5.02820582e-02]
[ -3.50333269e-01 -2.71698235e-01 -2.88549056e-01 1.35324742e-01
1.57897244e-01 5.56896447e-02 -1.36886562e-02 -3.42258929e-02
-1.57254706e-02 2.87926472e-02]
[ -5.28299901e-04 -1.16131878e-01 1.15534262e-02 1.05431060e-01
-1.11150761e-01 -7.41103893e-02 1.47161585e-01 -1.88471772e-01
1.85553297e-01 5.11637888e-02]
[ 1.08034703e-01 -2.01929837e-01 2.78827969e-02 -7.84120565e-02
2.07297805e-01 -3.79149841e-02 3.30004491e-02 1.24194591e-01
5.66817556e-02 -1.91359192e-02]
[ -1.41650396e-01 1.73909354e-02 -2.93778719e-01 1.99821269e-02
-1.69386237e-01 5.55119556e-02 -3.22857518e-01 -2.66253962e-02
2.90208846e-01 -7.44448376e-02]
[ 4.98778262e-02 -2.01033689e-01 8.05985906e-02 7.94337318e-03
1.84167881e-01 -9.38428547e-02 7.67164988e-03 -9.59088414e-02
-2.52353765e-02 1.36743925e-01]
[ -7.59733725e-02 1.31306944e-01 -6.49856238e-04 -1.57837220e-01
1.91454899e-03 2.64941632e-02 5.44630490e-02 -1.01333726e-01
-2.30348901e-02 -1.19745190e-01]
[ -6.60208421e-02 9.05106235e-02 -5.08998480e-02 4.70883287e-02
1.69975784e-01 8.01709509e-02 -1.27404731e-01 -1.40229788e-02
-1.23464039e-01 -1.41048055e-01]
[ -1.55517551e-01 7.46252512e-03 6.26834706e-02 2.38978096e-02
-1.77628790e-01 -2.20539039e-01 -1.82192829e-01 -1.96914999e-01
8.88733526e-02 1.76561354e-01]
[ -2.04129254e-01 -9.93137190e-02 1.24421474e-01 2.81821339e-01
-1.69094036e-01 -8.72303414e-02 -1.62300028e-01 -2.54566193e-01
-1.98550920e-01 2.39366342e-02]
[ 1.11710683e-01 -4.18776094e-02 -2.09614100e-02 1.05605146e-01
7.71795544e-03 -7.77171454e-02 1.06533391e-01 4.68029979e-03
2.18187387e-02 1.40574038e-02]
[ 2.81933084e-02 -4.54955521e-02 -2.15096634e-01 1.34177251e-01
-3.48550983e-02 9.45471548e-02 -7.57392080e-02 -1.96875093e-02
-1.06637821e-01 -1.49759595e-02]
[ -1.30690574e-01 -5.98212517e-02 -2.08217704e-01 1.44706068e-01
-8.94936006e-03 1.39123656e-01 2.24314318e-02 -2.50306410e-01
5.69481930e-02 -2.12378731e-01]
[ -6.68131179e-02 -1.79568095e-02 2.78241448e-01 1.05372734e-01
9.30318313e-02 -6.44191576e-02 -1.49541910e-01 1.21416933e-01
7.31265611e-02 4.15984187e-02]
[ 4.87666998e-02 -2.71062419e-03 8.57639461e-02 8.63964309e-02
8.71150750e-02 -1.86929804e-02 2.55536312e-01 1.20212200e-01
-4.11646346e-02 -6.53032996e-02]
[ -3.14050136e-03 -1.69693524e-01 -2.94835433e-01 -6.12548926e-02
2.88388736e-01 -8.54962317e-02 1.94345285e-01 1.64465912e-01
9.58425838e-02 -4.11101547e-02]
[ 4.80010803e-02 1.46110460e-02 -1.22034971e-01 3.45365480e-02
-6.54829313e-02 3.29672796e-01 2.50929610e-01 2.06194747e-01
-1.73772393e-01 -5.94514445e-02]
[ 2.06248035e-02 2.36300653e-02 1.28322255e-01 1.27572262e-01
-8.72080865e-02 9.97491860e-02 -2.38013600e-01 -3.93483588e-02
2.22992457e-01 1.09272825e-01]
[ 1.06951565e-01 8.13619650e-02 -5.01527591e-02 -1.06092516e-01
-1.12389369e-01 -3.29433189e-01 1.00729711e-01 8.42046011e-03
1.39994439e-01 8.91084907e-02]
[ -9.64544556e-02 2.66373684e-02 -1.45240481e-02 2.51751260e-02
2.46303931e-03 -2.03351496e-01 -9.75929294e-02 -1.95145915e-02
1.60474813e-02 1.32224995e-01]
[ -1.27550816e-01 -7.92993889e-03 -1.89712152e-01 1.88856762e-02
-3.18899973e-01 -1.23641772e-02 -6.76153740e-02 -2.23505242e-02
2.09973065e-02 8.90256092e-02]
[ 1.58618783e-02 6.87581442e-02 -5.21343474e-02 -6.23315876e-02
3.20330275e-01 2.51984496e-01 3.90414607e-01 1.14511311e-01
-1.31578312e-01 -2.99522006e-01]
[ 3.86376967e-02 -1.92579433e-01 -2.60004684e-03 5.38780740e-03
4.12939673e-01 7.21351095e-02 3.22174295e-01 9.31255043e-02
8.78862804e-02 -2.91819977e-01]
[ 5.39796761e-02 -2.73485463e-01 -2.20483395e-02 -4.67500124e-02
4.83544198e-01 1.37673234e-03 3.20736988e-01 4.98956043e-02
-3.15111883e-01 -1.49100044e-01]
[ -1.02685451e-01 -3.88102154e-01 2.23083594e-02 -1.10657385e-01
4.77957659e-01 -1.23571223e-01 4.01134013e-01 -8.03260967e-02
2.54722839e-03 1.71473235e-01]
[ -2.33065839e-01 -2.14779017e-01 8.08576408e-02 2.54147971e-02
6.99486326e-01 1.15761980e-01 2.28177281e-01 4.95123707e-02
-3.29832655e-02 -5.81715852e-02]
[ -1.15879240e-01 -4.92068519e-02 2.90612644e-01 -1.24257097e-01
2.89845555e-01 -8.68411061e-02 4.20337809e-01 1.64033269e-02
-1.64369584e-01 9.25518323e-02]
[ -7.69513725e-02 -7.21145299e-02 -1.56207943e-01 -2.94999858e-02
2.63900751e-01 -2.54927393e-01 1.88370925e-02 1.71668279e-01
4.44332099e-02 -4.44232616e-02]
[ 1.01365886e-01 1.97650719e-01 1.58288645e-01 -1.08623034e-01
-1.76184247e-02 5.78503325e-02 -1.01786476e-01 2.85116019e-01
6.04114543e-02 1.52378696e-01]
[ 3.05619142e-01 1.96270151e-01 -1.04568329e-01 2.56867566e-01
-7.61686902e-01 -2.65408965e-01 -3.42813748e-01 1.77766639e-01
3.33447817e-01 -1.09682001e-01]
[ 5.05121490e-02 1.53588533e-01 2.53700746e-01 2.55540999e-01
-6.81369871e-02 -1.95428920e-01 -1.81304479e-01 -1.31641450e-01
-1.36116194e-01 -2.81131236e-01]
[ 4.06822474e-02 -3.93716393e-03 -1.09554291e-01 -2.92274941e-02
1.77974292e-01 3.36094743e-02 -5.56597158e-02 -1.83291594e-01
5.39352391e-02 2.33783649e-01]
[ -1.13936174e-02 -8.36919652e-02 -7.17393156e-02 -6.80176606e-02
4.19147953e-02 -1.67869406e-01 1.21273498e-01 9.74654536e-03
2.48477573e-02 -8.05190568e-03]
[ 1.13805037e-02 1.60670969e-02 2.37209692e-01 4.91526351e-02
-1.47993608e-01 -1.23747713e-01 1.69215958e-01 3.94759693e-02
-2.05570689e-01 8.73627724e-02]
[ 4.40248270e-02 -4.35824365e-02 9.55425688e-02 -3.20061509e-02
-1.14900023e-01 8.49466234e-02 1.46884737e-01 -2.71681772e-01
-4.75270459e-02 -1.26706472e-01]
[ -3.42518723e-02 2.01241548e-02 7.40819354e-02 -6.31868613e-02
7.35105227e-02 1.94205483e-01 1.66185434e-01 1.17704168e-01
-4.64031014e-02 1.45880347e-01]
[ 2.18792581e-01 4.95324290e-02 2.81022388e-02 7.86624609e-02
6.62143601e-02 -1.98511094e-02 -1.45530617e-01 1.48091729e-01
-5.62984200e-02 -1.93697626e-02]
[ -7.29348220e-03 -1.48157076e-01 -6.72144114e-03 -3.13265624e-02
-1.83320417e-01 -9.63285301e-02 -6.96996217e-02 4.00916554e-02
6.60759760e-02 1.26173875e-01]
[ -7.13726696e-02 3.40672130e-01 6.44545188e-02 2.53126477e-01
-6.25203051e-01 -2.51709625e-01 -4.09465519e-01 -7.57791294e-02
1.56189492e-01 1.79788010e-01]
[ 9.48350316e-02 3.61207041e-01 1.88549279e-02 2.93833140e-01
-4.61928397e-01 -3.65687557e-02 -2.57071537e-01 1.48616640e-01
1.00003272e-01 3.79067885e-01]
[ 2.25972505e-01 2.08013373e-01 2.27165510e-01 8.61699790e-02
-2.18597975e-01 1.03239216e-01 -1.05435063e-01 1.62380547e-01
1.93273695e-01 2.04131930e-02]
[ -9.04065548e-02 1.70877273e-01 2.33048038e-01 -1.11283867e-02
4.87143753e-02 1.41198777e-01 -4.53612095e-02 -1.53530205e-02
-5.46576271e-02 2.47653003e-02]
[ -1.01936678e-01 -1.99281291e-02 2.26391474e-02 8.37244223e-02
-2.31174783e-02 1.20052002e-01 2.72426138e-01 2.04068110e-02
-2.82075851e-01 -1.01834849e-01]
[ -1.97186214e-01 4.24729654e-02 -8.24095370e-02 -3.12802203e-01
7.93188357e-02 1.08507996e-01 3.54129835e-02 1.04093097e-01
-1.84176542e-01 6.49590797e-02]
[ 5.80102403e-02 -2.33607544e-01 -1.03777240e-01 -9.31234671e-02
1.52651599e-01 1.55348979e-03 2.75064180e-02 1.54154019e-01
-1.12022804e-01 -1.46098101e-01]
[ 1.61472997e-01 -1.02172766e-01 -1.32679219e-01 1.17020560e-02
1.09120157e-01 -6.73429474e-02 -7.00902699e-02 -1.47631836e-01
1.42360785e-01 -8.10395680e-02]
[ -1.25096698e-01 1.66111822e-01 2.53789848e-01 -3.59053501e-02
1.89417504e-01 9.50596111e-02 -1.99015382e-02 -2.98129450e-01
-1.33613871e-01 -6.69819079e-02]
[ -3.50060596e-01 1.28686225e-01 1.08215135e-02 -2.57617302e-02
9.94713235e-02 -1.69342988e-01 -7.52895159e-02 2.35429173e-01
-9.48319747e-02 8.98598994e-02]
[ 1.44592165e-01 1.22183005e-01 -2.43024321e-01 -1.03421650e-01
1.16786352e-01 -2.86515955e-01 2.06202043e-03 -1.67596010e-01
-1.29664806e-02 -1.94437914e-01]
[ 2.07957895e-01 -1.32958444e-01 5.89671461e-02 -2.71606376e-02
3.59302095e-02 -2.77711996e-02 -2.80633467e-02 -1.36593227e-01
1.05986015e-01 -1.80224153e-01]
[ -1.04611260e-01 -9.86638279e-03 1.20121310e-01 1.10062227e-01
-6.22341421e-03 -1.10376072e-01 2.27719842e-01 -7.64640425e-02
1.84379712e-01 -1.76538775e-03]
[ 2.78528424e-02 -8.69038846e-02 2.18913437e-01 -2.11360992e-01
5.26905801e-02 1.03858582e-01 -3.19879196e-02 -1.11994914e-01
4.06195402e-02 2.69328076e-01]]
[[ 0.37127637]
[ 1.04766216]
[ 0.17832857]
[ 0.53800762]
[-1.85599674]
[-0.2409691 ]
[-1.1903915 ]
[-0.02278068]
[ 0.41253558]
[ 0.60767495]]
Progress: 10.3% ... Training loss: 0.415 ... Validation loss: 0.685[[ 1.56513831e-01 2.91319028e-01 -1.17172006e-01 1.04144051e-01
-6.13748036e-01 -6.58723282e-02 -1.27693147e-01 1.25832349e-01
-9.37263892e-02 2.12580434e-01]
[ 2.00187935e-02 1.85973358e-01 -1.76187055e-02 4.54807330e-02
7.75621201e-02 -8.08586411e-03 2.82985890e-01 4.13250960e-02
1.43114707e-01 -2.14434904e-02]
[ 2.14712116e-01 4.40340414e-01 4.16730031e-02 1.61577862e-01
-5.66583295e-02 -7.82070877e-02 -5.78004008e-01 -3.21520398e-02
1.31896462e-01 4.07190598e-01]
[ -4.83028150e-02 -3.76097330e-01 -2.55141312e-01 -2.95587952e-02
1.63342466e-01 1.81735161e-01 2.24090892e-01 5.55672567e-02
-9.22321325e-03 2.52696416e-02]
[ -3.33497228e-03 2.12156607e-01 -1.48322420e-01 4.35001638e-02
1.15987331e-01 -1.77577258e-01 -4.18029180e-03 -1.19571795e-01
-1.97149776e-01 4.77012919e-02]
[ -3.49991150e-01 -2.71251854e-01 -2.88346141e-01 1.35888257e-01
1.56169684e-01 5.54298449e-02 -1.44458570e-02 -3.42501464e-02
-1.53199285e-02 2.93652667e-02]
[ -3.19152416e-04 -1.15596744e-01 1.16486378e-02 1.05718452e-01
-1.11895212e-01 -7.42225995e-02 1.46737316e-01 -1.88479692e-01
1.85754665e-01 5.13790056e-02]
[ 1.08774805e-01 -2.00191237e-01 2.83264800e-02 -7.71936896e-02
2.03160660e-01 -3.84022754e-02 3.13428340e-02 1.24139111e-01
5.76272528e-02 -1.79624256e-02]
[ -1.42303123e-01 1.57203618e-02 -2.94089260e-01 1.90394187e-02
-1.66140935e-01 5.59113438e-02 -3.21046991e-01 -2.65864774e-02
2.89491893e-01 -7.54517442e-02]
[ 5.11468227e-02 -1.97972201e-01 8.12968332e-02 9.95791377e-03
1.77565702e-01 -9.46951835e-02 4.20059644e-03 -9.59913998e-02
-2.37330817e-02 1.38702831e-01]
[ -7.66015031e-02 1.29688998e-01 -9.44490822e-04 -1.58783251e-01
4.95862937e-03 2.69114502e-02 5.65644724e-02 -1.01293794e-01
-2.37676435e-02 -1.20802366e-01]
[ -6.60230666e-02 9.01166248e-02 -5.08721863e-02 4.71463866e-02
1.70170028e-01 8.01460796e-02 -1.27063659e-01 -1.40290879e-02
-1.23398126e-01 -1.40995364e-01]
[ -1.55517551e-01 7.46252512e-03 6.26834706e-02 2.38978096e-02
-1.77628790e-01 -2.20539039e-01 -1.82192829e-01 -1.96914999e-01
8.88733526e-02 1.76561354e-01]
[ -2.03899886e-01 -9.88384790e-02 1.24535672e-01 2.82177494e-01
-1.70289371e-01 -8.73885683e-02 -1.63010743e-01 -2.54580924e-01
-1.98289886e-01 2.43188425e-02]
[ 1.11874880e-01 -4.16840746e-02 -2.08667005e-02 1.05894062e-01
7.00040997e-03 -7.78518722e-02 1.06181343e-01 4.66725883e-03
2.20400852e-02 1.43669138e-02]
[ 2.82926321e-02 -4.52862846e-02 -2.15031732e-01 1.34322750e-01
-3.54418759e-02 9.44796469e-02 -7.59264867e-02 -1.96936205e-02
-1.06535146e-01 -1.48444646e-02]
[ -1.30356051e-01 -5.90908098e-02 -2.08038881e-01 1.45169787e-01
-1.04087656e-02 1.38919978e-01 2.15663738e-02 -2.50323233e-01
5.73183331e-02 -2.11907961e-01]
[ -6.64750912e-02 -1.69583992e-02 2.78382584e-01 1.05864321e-01
9.13570630e-02 -6.46287169e-02 -1.50533768e-01 1.21396417e-01
7.34699689e-02 4.20651162e-02]
[ 4.79482748e-02 -4.92014340e-03 8.53641901e-02 8.51822629e-02
9.12927342e-02 -1.81473355e-02 2.58151430e-01 1.20264164e-01
-4.20919136e-02 -6.65776347e-02]
[ -2.20425503e-03 -1.67377139e-01 -2.94319655e-01 -5.97855038e-02
2.83311273e-01 -8.60994084e-02 1.91764546e-01 1.64401267e-01
9.69692197e-02 -3.96894192e-02]
[ 4.81073580e-02 1.47003320e-02 -1.21983588e-01 3.46634471e-02
-6.57139984e-02 3.29622075e-01 2.50698547e-01 2.06189330e-01
-1.73645577e-01 -5.92323212e-02]
[ 2.04421864e-02 2.34403356e-02 1.28263708e-01 1.27393606e-01
-8.66683442e-02 9.98243251e-02 -2.37449118e-01 -3.93415824e-02
2.22832328e-01 1.09009884e-01]
[ 1.06321862e-01 7.96866009e-02 -5.04471205e-02 -1.07013154e-01
-1.09368002e-01 -3.29043947e-01 1.02684820e-01 8.45831956e-03
1.39301837e-01 8.81012445e-02]
[ -9.65039166e-02 2.64848754e-02 -1.45484814e-02 2.51033801e-02
2.71372563e-03 -2.03319937e-01 -9.74829207e-02 -1.95115409e-02
1.59943843e-02 1.32148471e-01]
[ -1.27439933e-01 -7.66585546e-03 -1.89664713e-01 1.90552874e-02
-3.19310920e-01 -1.24380778e-02 -6.79698905e-02 -2.23576257e-02
2.11138132e-02 8.92005400e-02]
[ 1.56224146e-02 6.80522400e-02 -5.22528221e-02 -6.26963455e-02
3.21549941e-01 2.52147420e-01 3.91220892e-01 1.14526622e-01
-1.31859440e-01 -2.99925291e-01]
[ 3.85408498e-02 -1.92839421e-01 -2.64879725e-03 5.23992794e-03
4.13391297e-01 7.22004344e-02 3.22500894e-01 9.31315526e-02
8.77779869e-02 -2.91987413e-01]
[ 5.37855287e-02 -2.74121943e-01 -2.21398169e-02 -4.70294722e-02
4.84546692e-01 1.49401498e-03 3.21493810e-01 4.99064221e-02
-3.15324465e-01 -1.49435504e-01]
[ -1.02830927e-01 -3.88526074e-01 2.22452077e-02 -1.10837996e-01
4.78660378e-01 -1.23493735e-01 4.01601746e-01 -8.03188242e-02
2.41107427e-03 1.71295558e-01]
[ -2.33790505e-01 -2.16772439e-01 8.05191294e-02 2.43513886e-02
7.03069067e-01 1.16233398e-01 2.30537998e-01 4.95572514e-02
-3.37935910e-02 -5.93358925e-02]
[ -1.16030585e-01 -4.96242764e-02 2.90536777e-01 -1.24485683e-01
2.90538703e-01 -8.67381580e-02 4.20816904e-01 1.64131200e-02
-1.64546237e-01 9.23064852e-02]
[ -7.71224891e-02 -7.26563236e-02 -1.56291196e-01 -2.97605135e-02
2.64761232e-01 -2.54817815e-01 1.94316964e-02 1.71678620e-01
4.42402129e-02 -4.46780027e-02]
[ 1.01940994e-01 1.99157491e-01 1.58563710e-01 -1.07771442e-01
-2.04157785e-02 5.74718709e-02 -1.03582756e-01 2.85080174e-01
6.10156727e-02 1.53321788e-01]
[ 3.05300217e-01 1.95329504e-01 -1.04719713e-01 2.56366338e-01
-7.60172512e-01 -2.65177447e-01 -3.41784609e-01 1.77788144e-01
3.33065832e-01 -1.10216343e-01]
[ 5.06750052e-02 1.54015670e-01 2.53789497e-01 2.55798755e-01
-6.90504235e-02 -1.95543738e-01 -1.81807697e-01 -1.31652613e-01
-1.35918392e-01 -2.80877362e-01]
[ 4.04879065e-02 -4.36189725e-03 -1.09649727e-01 -2.95087609e-02
1.78940045e-01 3.37312676e-02 -5.50745711e-02 -1.83279162e-01
5.37154962e-02 2.33503128e-01]
[ -1.09394012e-02 -8.23045833e-02 -7.15458568e-02 -6.73641443e-02
3.98856594e-02 -1.68145802e-01 1.19835335e-01 9.71927736e-03
2.53286161e-02 -7.41117214e-03]
[ 1.13896132e-02 1.60913505e-02 2.37218062e-01 4.91697641e-02
-1.48035377e-01 -1.23756046e-01 1.69179983e-01 3.94752090e-02
-2.05558378e-01 8.73814957e-02]
[ 4.44425577e-02 -4.23558123e-02 9.57531006e-02 -3.13920930e-02
-1.16887594e-01 8.46586894e-02 1.45574943e-01 -2.71704347e-01
-4.70457144e-02 -1.26077916e-01]
[ -3.41341154e-02 2.05258927e-02 7.41358143e-02 -6.30207879e-02
7.29214836e-02 1.94130394e-01 1.65627138e-01 1.17696961e-01
-4.62845200e-02 1.46148070e-01]
[ 2.18457110e-01 4.86157408e-02 2.79451921e-02 7.81681333e-02
6.79458380e-02 -1.96298594e-02 -1.44581889e-01 1.48113593e-01
-5.66777369e-02 -1.99073464e-02]
[ -7.36409373e-03 -1.48366202e-01 -6.75701732e-03 -3.14351513e-02
-1.82975659e-01 -9.62825598e-02 -6.94701257e-02 4.00960395e-02
6.59932733e-02 1.26051783e-01]
[ -7.09687537e-02 3.41304161e-01 6.46680865e-02 2.53712195e-01
-6.26799452e-01 -2.51968104e-01 -4.10307658e-01 -7.58061566e-02
1.56668867e-01 1.80434043e-01]
[ 9.54281750e-02 3.62495578e-01 1.92013177e-02 2.94804655e-01
-4.65164316e-01 -3.69418653e-02 -2.58572671e-01 1.48573172e-01
1.00758790e-01 3.79959877e-01]
[ 2.26662412e-01 2.10073667e-01 2.27530887e-01 8.72870596e-02
-2.22368977e-01 1.02739442e-01 -1.07543936e-01 1.62334472e-01
1.94108366e-01 2.15642958e-02]
[ -9.03536201e-02 1.71041661e-01 2.33076122e-01 -1.10437933e-02
4.84547987e-02 1.41162402e-01 -4.55161675e-02 -1.53567300e-02
-5.45959832e-02 2.48512776e-02]
[ -1.02077216e-01 -2.02701019e-02 2.25696329e-02 8.35188422e-02
-2.24793942e-02 1.20143570e-01 2.72887779e-01 2.04156768e-02
-2.82234934e-01 -1.02063711e-01]
[ -1.97286838e-01 4.21812180e-02 -8.24584545e-02 -3.12957196e-01
7.97187947e-02 1.08572580e-01 3.57137923e-02 1.04099220e-01
-1.84281948e-01 6.47645082e-02]
[ 5.80557749e-02 -2.33573315e-01 -1.03752083e-01 -9.30447167e-02
1.52401654e-01 1.51869811e-03 2.73798741e-02 1.54150742e-01
-1.11967290e-01 -1.46025258e-01]
[ 1.60973701e-01 -1.03748953e-01 -1.32895965e-01 1.09238060e-02
1.11554294e-01 -6.69967805e-02 -6.83334808e-02 -1.47598286e-01
1.41793381e-01 -8.19179011e-02]
[ -1.25091655e-01 1.65964624e-01 2.53812795e-01 -3.58985690e-02
1.89441254e-01 9.50515997e-02 -1.97976719e-02 -2.98129814e-01
-1.33627425e-01 -6.69495002e-02]
[ -3.50902275e-01 1.26526401e-01 1.04064324e-02 -2.69872291e-02
1.03543217e-01 -1.68808491e-01 -7.26632552e-02 2.35481392e-01
-9.57711403e-02 8.85866382e-02]
[ 1.45940074e-01 1.25686558e-01 -2.42272015e-01 -1.01184535e-01
1.09692132e-01 -2.87473424e-01 -1.85004400e-03 -1.67694005e-01
-1.12530874e-02 -1.92117643e-01]
[ 2.07913708e-01 -1.33160811e-01 5.89411329e-02 -2.72380876e-02
3.62099160e-02 -2.77340648e-02 -2.78875910e-02 -1.36590172e-01
1.05913229e-01 -1.80318770e-01]
[ -1.04055849e-01 -8.45693674e-03 1.20391657e-01 1.10869066e-01
-8.97566989e-03 -1.10721937e-01 2.26086875e-01 -7.64973752e-02
1.84973685e-01 -9.40382045e-04]
[ 2.79682820e-02 -8.66817662e-02 2.18956948e-01 -2.11203960e-01
5.23637134e-02 1.03792216e-01 -3.21341174e-02 -1.12000782e-01
4.07405360e-02 2.69351027e-01]]
[[ 0.37802975]
[ 1.05331768]
[ 0.1845477 ]
[ 0.54368863]
[-1.85399561]
[-0.23748671]
[-1.18798269]
[-0.01892644]
[ 0.41898991]
[ 0.61337927]]
Progress: 10.3% ... Training loss: 0.413 ... Validation loss: 0.681[[ 1.56505592e-01 2.90652680e-01 -1.17141814e-01 1.04216595e-01
-6.13108154e-01 -6.59098486e-02 -1.26708953e-01 1.25827020e-01
-9.35646307e-02 2.12220783e-01]
[ 1.99025249e-02 1.85667421e-01 -1.76752169e-02 4.53127183e-02
7.81353276e-02 -8.01261346e-03 2.83353969e-01 4.13309002e-02
1.42992874e-01 -2.16184457e-02]
[ 2.14314228e-01 4.40049020e-01 4.16310641e-02 1.61205410e-01
-5.61440244e-02 -7.81847398e-02 -5.77083034e-01 -3.21381723e-02
1.31727351e-01 4.06442553e-01]
[ -4.82601349e-02 -3.75352981e-01 -2.55069728e-01 -2.93322917e-02
1.61677419e-01 1.81681000e-01 2.23308884e-01 5.55643341e-02
-9.15603693e-03 2.55227900e-02]
[ -2.92679818e-03 2.13014215e-01 -1.48078107e-01 4.41819715e-02
1.13313421e-01 -1.77878724e-01 -4.88750932e-03 -1.19592837e-01
-1.96667427e-01 4.81982368e-02]
[ -3.49851879e-01 -2.71314148e-01 -2.88282350e-01 1.36077918e-01
1.56269412e-01 5.53494588e-02 -1.44613570e-02 -3.42593711e-02
-1.51355251e-02 2.95556021e-02]
[ -9.16711609e-04 -1.17803544e-01 1.13128096e-02 1.04749777e-01
-1.08116166e-01 -7.38198162e-02 1.49205574e-01 -1.88444866e-01
1.85030623e-01 5.02270869e-02]
[ 1.08818486e-01 -1.99628865e-01 2.84382195e-02 -7.68847342e-02
2.01528729e-01 -3.85978334e-02 3.12752542e-02 1.24127886e-01
5.79124089e-02 -1.79683838e-02]
[ -1.42988802e-01 1.38284578e-02 -2.94400063e-01 1.80440794e-02
-1.62782070e-01 5.63410607e-02 -3.18916668e-01 -2.65518321e-02
2.88772550e-01 -7.65527779e-02]
[ 5.04946156e-02 -1.99801586e-01 8.10495818e-02 9.14475640e-03
1.80461358e-01 -9.44296454e-02 6.77072855e-03 -9.59655451e-02
-2.42174415e-02 1.37477657e-01]
[ -7.69414081e-02 1.28237640e-01 -1.13406412e-03 -1.59313526e-01
7.29750174e-03 2.71465124e-02 5.81342398e-02 -1.01274996e-01
-2.41507290e-02 -1.21489871e-01]
[ -6.61312406e-02 8.97987409e-02 -5.09064623e-02 4.70244196e-02
1.70541208e-01 8.02020354e-02 -1.26688057e-01 -1.40247185e-02
-1.23504506e-01 -1.41151259e-01]
[ -1.55517551e-01 7.46252512e-03 6.26834706e-02 2.38978096e-02
-1.77628790e-01 -2.20539039e-01 -1.82192829e-01 -1.96914999e-01
8.88733526e-02 1.76561354e-01]
[ -2.03920399e-01 -9.88848430e-02 1.24533991e-01 2.82164884e-01
-1.70061413e-01 -8.73700951e-02 -1.62923320e-01 -2.54581122e-01
-1.98298489e-01 2.42884750e-02]
[ 1.11837119e-01 -4.19905087e-02 -2.08977678e-02 1.05840366e-01
7.36772899e-03 -7.78223228e-02 1.06600882e-01 4.66839517e-03
2.19932213e-02 1.42606163e-02]
[ 2.90291080e-02 -4.37363107e-02 -2.14685396e-01 1.35323923e-01
-3.77411477e-02 9.40325273e-02 -7.78799309e-02 -1.97308154e-02
-1.05709446e-01 -1.36976934e-02]
[ -1.30749827e-01 -6.05445413e-02 -2.08271072e-01 1.44561968e-01
-8.57556312e-03 1.39193329e-01 2.31019618e-02 -2.50299171e-01
5.68704974e-02 -2.12632813e-01]
[ -6.66308284e-02 -1.73937546e-02 2.78314548e-01 1.05630417e-01
9.21782341e-02 -6.45336109e-02 -1.50029940e-01 1.21404018e-01
7.32833837e-02 4.17976006e-02]
[ 4.73000940e-02 -6.69337406e-03 8.50497553e-02 8.42343781e-02
9.43904261e-02 -1.77810355e-02 2.60279717e-01 1.20296120e-01
-4.28111056e-02 -6.76324885e-02]
[ -1.64175297e-03 -1.65506251e-01 -2.94003205e-01 -5.88612157e-02
2.79867713e-01 -8.65537320e-02 1.89811251e-01 1.64371299e-01
9.76626731e-02 -3.88505480e-02]
[ 4.78043678e-02 1.38982807e-02 -1.22119047e-01 3.42433519e-02
-6.43243131e-02 3.29802632e-01 2.51603705e-01 2.06203198e-01
-1.73946445e-01 -5.97111967e-02]
[ 2.01519340e-02 2.27788189e-02 1.28155748e-01 1.27073441e-01
-8.57355158e-02 9.99695124e-02 -2.36301497e-01 -3.93314441e-02
2.22645059e-01 1.08497279e-01]
[ 1.05868342e-01 7.84462748e-02 -5.06508252e-02 -1.07676369e-01
-1.07131510e-01 -3.28756085e-01 1.04085472e-01 8.48125215e-03
1.38794754e-01 8.73502918e-02]
[ -9.65771127e-02 2.62419550e-02 -1.45762216e-02 2.50017152e-02
3.07627988e-03 -2.03273485e-01 -9.72544983e-02 -1.95080047e-02
1.59252173e-02 1.32045145e-01]
[ -1.27463269e-01 -7.72341306e-03 -1.89676327e-01 1.90254815e-02
-3.19231283e-01 -1.24229165e-02 -6.79041682e-02 -2.23564737e-02
2.10943013e-02 8.91759672e-02]
[ 1.50604629e-02 6.65252234e-02 -5.25104434e-02 -6.35104202e-02
3.24334805e-01 2.52503478e-01 3.92954143e-01 1.14554500e-01
-1.32492151e-01 -3.00829481e-01]
[ 3.83411063e-02 -1.93476909e-01 -2.75224210e-03 4.95881955e-03
4.14408644e-01 7.23298917e-02 3.23258114e-01 9.31413136e-02
8.75658831e-02 -2.92311206e-01]
[ 5.35218496e-02 -2.74846767e-01 -2.22584604e-02 -4.73992185e-02
4.85750217e-01 1.65841928e-03 3.22343930e-01 4.99193741e-02
-3.15605277e-01 -1.49875856e-01]
[ -1.02797829e-01 -3.88476763e-01 2.22623107e-02 -1.10783221e-01
4.78505417e-01 -1.23517213e-01 4.01528374e-01 -8.03208113e-02
2.45515647e-03 1.71362109e-01]
[ -2.34269357e-01 -2.18008848e-01 8.02811135e-02 2.36521683e-02
7.05222677e-01 1.16521153e-01 2.32082615e-01 4.95816261e-02
-3.43107443e-02 -6.01050621e-02]
[ -1.16850019e-01 -5.19149936e-02 2.90124429e-01 -1.25697253e-01
2.94649324e-01 -8.62219224e-02 4.23334822e-01 1.64550879e-02
-1.65441784e-01 9.09498090e-02]
[ -7.73746774e-02 -7.32954623e-02 -1.56411747e-01 -3.01250549e-02
2.65890235e-01 -2.54659350e-01 2.02304307e-02 1.71691298e-01
4.39669303e-02 -4.50700280e-02]
[ 1.02066006e-01 1.99552265e-01 1.58633252e-01 -1.07569214e-01
-2.11058787e-02 5.73834814e-02 -1.03982158e-01 2.85073618e-01
6.11663698e-02 1.53508903e-01]
[ 3.05450003e-01 1.95557689e-01 -1.04670916e-01 2.56552923e-01
-7.60963287e-01 -2.65283324e-01 -3.42196344e-01 1.77781810e-01
3.33224920e-01 -1.10008086e-01]
[ 5.07162425e-02 1.54073056e-01 2.53824270e-01 2.55904964e-01
-6.93803436e-02 -1.95587996e-01 -1.81978952e-01 -1.31655967e-01
-1.35836735e-01 -2.80800167e-01]
[ 4.03958875e-02 -4.61247680e-03 -1.09688882e-01 -2.96392582e-02
1.79390983e-01 3.37885550e-02 -5.47845425e-02 -1.83274950e-01
5.36173711e-02 2.33358683e-01]
[ -1.07769393e-02 -8.17589418e-02 -7.14789031e-02 -6.71153411e-02
3.91055667e-02 -1.68280018e-01 1.19327634e-01 9.71207396e-03
2.55175130e-02 -7.12621923e-03]
[ 1.08996723e-02 1.48187576e-02 2.36988991e-01 4.84549977e-02
-1.45537205e-01 -1.23468875e-01 1.70665835e-01 3.94998673e-02
-2.06092719e-01 8.66410845e-02]
[ 4.43747253e-02 -4.25452469e-02 9.57190180e-02 -3.14901254e-02
-1.16559767e-01 8.46991798e-02 1.45794015e-01 -2.71700874e-01
-4.71203206e-02 -1.26189718e-01]
[ -3.37961692e-02 2.16284198e-02 7.43199214e-02 -6.24701858e-02
7.10159943e-02 1.93887096e-01 1.64482124e-01 1.17677900e-01
-4.58842445e-02 1.46660320e-01]
[ 2.18437797e-01 4.86224519e-02 2.79600054e-02 7.82256487e-02
6.75739630e-02 -1.96640683e-02 -1.44415061e-01 1.48111113e-01
-5.66256520e-02 -1.99956348e-02]
[ -7.12817724e-03 -1.47823056e-01 -6.63937297e-03 -3.11091485e-02
-1.83792807e-01 -9.64299158e-02 -7.01267091e-02 4.00839530e-02
6.62459406e-02 1.26384991e-01]
[ -7.02567335e-02 3.42861903e-01 6.50027551e-02 2.54647623e-01
-6.29016416e-01 -2.52354391e-01 -4.12228952e-01 -7.58388269e-02
1.57462467e-01 1.81540397e-01]
[ 9.60039714e-02 3.63984848e-01 1.95130402e-02 2.95677973e-01
-4.68217900e-01 -3.73067566e-02 -2.60182144e-01 1.48542253e-01
1.01445583e-01 3.80819467e-01]
[ 2.27040830e-01 2.11034381e-01 2.27730800e-01 8.78780787e-02
-2.24423958e-01 1.02483398e-01 -1.08635217e-01 1.62313467e-01
1.94555978e-01 2.21615123e-02]
[ -9.05718594e-02 1.70404361e-01 2.32963129e-01 -1.13704400e-02
4.95695000e-02 1.41308307e-01 -4.47914039e-02 -1.53456746e-02
-5.48415056e-02 2.44742625e-02]
[ -1.01661393e-01 -1.91606062e-02 2.27669105e-02 8.41527034e-02
-2.45605774e-02 1.19866921e-01 2.71704063e-01 2.03936482e-02
-2.81766645e-01 -1.01387089e-01]
[ -1.97603162e-01 4.12773826e-02 -8.26132948e-02 -3.13430903e-01
8.12712948e-02 1.08777957e-01 3.67099140e-02 1.04115339e-01
-1.84646003e-01 6.42557456e-02]
[ 5.75674903e-02 -2.34907505e-01 -1.03999733e-01 -9.37925530e-02
1.54911327e-01 1.83159861e-03 2.89816769e-02 1.54176319e-01
-1.12538598e-01 -1.46846214e-01]
[ 1.60891482e-01 -1.03894409e-01 -1.32939865e-01 1.09094193e-02
1.11304507e-01 -6.69950455e-02 -6.80583671e-02 -1.47595693e-01
1.41742730e-01 -8.21300258e-02]
[ -1.25183794e-01 1.65724025e-01 2.53811481e-01 -3.59761586e-02
1.89672630e-01 9.50857025e-02 -1.94434306e-02 -2.98126745e-01
-1.33674265e-01 -6.71717885e-02]
[ -3.51555250e-01 1.24763989e-01 1.00796449e-02 -2.79893114e-02
1.07109251e-01 -1.68395511e-01 -7.06199728e-02 2.35514641e-01
-9.65306596e-02 8.74546563e-02]
[ 1.45443785e-01 1.24170882e-01 -2.42516937e-01 -1.01902240e-01
1.12173555e-01 -2.87193632e-01 -7.23064569e-05 -1.67668865e-01
-1.18196931e-02 -1.92979659e-01]
[ 2.07282586e-01 -1.34849895e-01 5.86510071e-02 -2.81267345e-02
3.89948326e-02 -2.73412176e-02 -2.58457159e-02 -1.36561347e-01
1.05281891e-01 -1.81298341e-01]
[ -1.03865398e-01 -8.16772364e-03 1.20457964e-01 1.11051549e-01
-8.81243426e-03 -1.10861504e-01 2.25668446e-01 -7.65053360e-02
1.85196858e-01 -5.65764730e-04]
[ 2.86322901e-02 -8.52163769e-02 2.19326590e-01 -2.10151431e-01
4.89922250e-02 1.03366882e-01 -3.36924375e-02 -1.12036674e-01
4.15984928e-02 2.70315816e-01]]
[[ 0.37401943]
[ 1.04965593]
[ 0.17916904]
[ 0.54010889]
[-1.86343401]
[-0.2422261 ]
[-1.19588924]
[-0.023495 ]
[ 0.41465049]
[ 0.61073242]]
Progress: 10.4% ... Training loss: 0.413 ... Validation loss: 0.682[[ 1.55645960e-01 2.87784318e-01 -1.17530213e-01 1.02915114e-01
-6.07820653e-01 -6.53612884e-02 -1.23546324e-01 1.25875388e-01
-9.44466825e-02 2.10841958e-01]
[ 1.96215925e-02 1.84768530e-01 -1.78334524e-02 4.48401603e-02
7.95413770e-02 -7.82913904e-03 2.84364410e-01 4.13504887e-02
1.42636477e-01 -2.21490637e-02]
[ 2.12739384e-01 4.35746206e-01 4.08225999e-02 1.58537210e-01
-4.73086450e-02 -7.70684415e-02 -5.72160240e-01 -3.20306491e-02
1.29840808e-01 4.03726986e-01]
[ -4.73926082e-02 -3.73445692e-01 -2.54714517e-01 -2.80624864e-02
1.56740876e-01 1.81252159e-01 2.21010845e-01 5.55199400e-02
-8.26862329e-03 2.69959462e-02]
[ -3.61652769e-03 2.12289416e-01 -1.48372565e-01 4.33426426e-02
1.16166684e-01 -1.77593553e-01 -3.58422149e-03 -1.19557448e-01
-1.97332501e-01 4.73681592e-02]
[ -3.49975209e-01 -2.72143105e-01 -2.88272870e-01 1.36064263e-01
1.56656926e-01 5.53539281e-02 -1.36792234e-02 -3.42615376e-02
-1.51386798e-02 2.93789117e-02]
[ -1.24199670e-03 -1.18526763e-01 1.11765118e-02 1.04290260e-01
-1.06208192e-01 -7.36488496e-02 1.50084385e-01 -1.88426324e-01
1.84671231e-01 4.97947590e-02]
[ 1.08185275e-01 -2.02089397e-01 2.81255381e-02 -7.79362876e-02
2.05204506e-01 -3.81545648e-02 3.38348338e-02 1.24167796e-01
5.72335218e-02 -1.90695420e-02]
[ -1.43475662e-01 1.24372577e-02 -2.94623622e-01 1.73157774e-02
-1.60304527e-01 5.66703079e-02 -3.17164510e-01 -2.65206761e-02
2.88208115e-01 -7.73907979e-02]
[ 4.83461167e-02 -2.06142659e-01 8.00498146e-02 5.98446766e-03
1.91372601e-01 -9.30677445e-02 1.42221812e-02 -9.58352012e-02
-2.65246382e-02 1.34004486e-01]
[ -7.68465843e-02 1.27862935e-01 -1.03727802e-03 -1.59091808e-01
7.04066030e-03 2.70395643e-02 5.81695661e-02 -1.01288156e-01
-2.39908346e-02 -1.21356432e-01]
[ -6.56462514e-02 9.11106109e-02 -5.06665402e-02 4.77099635e-02
1.68335613e-01 7.98950344e-02 -1.28202155e-01 -1.40544611e-02
-1.22963073e-01 -1.40359723e-01]
[ -1.55517551e-01 7.46252512e-03 6.26834706e-02 2.38978096e-02
-1.77628790e-01 -2.20539039e-01 -1.82192829e-01 -1.96914999e-01
8.88733526e-02 1.76561354e-01]
[ -2.03612679e-01 -9.81289102e-02 1.24705592e-01 2.82692244e-01
-1.71816178e-01 -8.76015271e-02 -1.63889725e-01 -2.54603333e-01
-1.97919498e-01 2.48290539e-02]
[ 1.11941278e-01 -4.21024090e-02 -2.08212530e-02 1.06060435e-01
6.88577923e-03 -7.79257740e-02 1.06660775e-01 4.65513218e-03
2.21920393e-02 1.44011902e-02]
[ 2.87991188e-02 -4.42767691e-02 -2.14758701e-01 1.35039545e-01
-3.64847895e-02 9.41488465e-02 -7.72232471e-02 -1.97193766e-02
-1.05932325e-01 -1.40139630e-02]
[ -1.30801115e-01 -6.05590223e-02 -2.08298937e-01 1.44468632e-01
-8.16114873e-03 1.39231298e-01 2.31403435e-02 -2.50296740e-01
5.67954251e-02 -2.12711650e-01]
[ -6.68547938e-02 -1.81100761e-02 2.78190520e-01 1.05289900e-01
9.32218011e-02 -6.43848090e-02 -1.49292464e-01 1.21419732e-01
7.30285443e-02 4.14102378e-02]
[ 4.69091622e-02 -7.66701996e-03 8.49050233e-02 8.37365230e-02
9.61596575e-02 -1.75618569e-02 2.61486827e-01 1.20318177e-01
-4.31845569e-02 -6.81261883e-02]
[ -1.82206349e-03 -1.66524024e-01 -2.94121521e-01 -5.92646188e-02
2.81017283e-01 -8.64050758e-02 1.90796001e-01 1.64385712e-01
9.74163309e-02 -3.93036180e-02]
[ 4.80146231e-02 1.41147753e-02 -1.22014542e-01 3.45088377e-02
-6.47171873e-02 3.29677907e-01 2.51083761e-01 2.06189154e-01
-1.73713656e-01 -5.93879675e-02]
[ 1.95496575e-02 2.12743301e-02 1.27858980e-01 1.26171247e-01
-8.28018650e-02 1.00374723e-01 -2.34220403e-01 -3.92926900e-02
2.21948379e-01 1.07519379e-01]
[ 1.05494787e-01 7.74024703e-02 -5.08212068e-02 -1.08200494e-01
-1.05353644e-01 -3.28513787e-01 1.05292798e-01 8.50380241e-03
1.38415020e-01 8.67490358e-02]
[ -9.66616713e-02 2.59902420e-02 -1.46176116e-02 2.48733880e-02
3.49897201e-03 -2.03225094e-01 -9.69892411e-02 -1.95024166e-02
1.58283011e-02 1.31904365e-01]
[ -1.27517213e-01 -7.92516225e-03 -1.89695222e-01 1.89336748e-02
-3.18920237e-01 -1.23821813e-02 -6.76831085e-02 -2.23524613e-02
2.10237487e-02 8.90725641e-02]
[ 1.48572563e-02 6.59272704e-02 -5.26003029e-02 -6.37926486e-02
3.25259095e-01 2.52635214e-01 3.93654590e-01 1.14566009e-01
-1.32703347e-01 -3.01160003e-01]
[ 3.80221592e-02 -1.94626005e-01 -2.89565560e-03 4.51368446e-03
4.16007365e-01 7.25378060e-02 3.24492258e-01 9.31609353e-02
8.72389431e-02 -2.92823835e-01]
[ 5.32082421e-02 -2.75710713e-01 -2.23993372e-02 -4.78568612e-02
4.87118970e-01 1.86123122e-03 3.23352055e-01 4.99392139e-02
-3.15946066e-01 -1.50389562e-01]
[ -1.03850023e-01 -3.91144990e-01 2.17497576e-02 -1.12347539e-01
4.83833835e-01 -1.22820567e-01 4.04841020e-01 -8.02540492e-02
1.28087922e-03 1.69735265e-01]
[ -2.34298303e-01 -2.18100153e-01 8.02647861e-02 2.36070822e-02
7.05437119e-01 1.16542333e-01 2.32201515e-01 4.95837200e-02
-3.43476474e-02 -6.01711978e-02]
[ -1.16962440e-01 -5.23045785e-02 2.90070457e-01 -1.25866833e-01
2.95222981e-01 -8.61464527e-02 4.23758945e-01 1.64623301e-02
-1.65571243e-01 9.07703548e-02]
[ -7.75213922e-02 -7.37065182e-02 -1.56484273e-01 -3.03446070e-02
2.66610335e-01 -2.54571126e-01 2.07007474e-02 1.71700821e-01
4.38049675e-02 -4.53110471e-02]
[ 1.01678290e-01 1.98537233e-01 1.58446946e-01 -1.08134607e-01
-1.91627781e-02 5.76186191e-02 -1.02706116e-01 2.85097486e-01
6.07402394e-02 1.52943624e-01]
[ 3.05295540e-01 1.94691779e-01 -1.04771127e-01 2.56292947e-01
-7.60262645e-01 -2.65164529e-01 -3.41428360e-01 1.77794483e-01
3.33051494e-01 -1.10396074e-01]
[ 5.07779053e-02 1.54238622e-01 2.53856551e-01 2.55991011e-01
-6.96462015e-02 -1.95629070e-01 -1.82180350e-01 -1.31659729e-01
-1.35770771e-01 -2.80704860e-01]
[ 3.99627079e-02 -5.82461000e-03 -1.09893869e-01 -3.02975860e-02
1.81565601e-01 3.40747250e-02 -5.33674526e-02 -1.83247830e-01
5.31198003e-02 2.32629660e-01]
[ -1.06980153e-02 -8.15616820e-02 -7.14353705e-02 -6.69972048e-02
3.87579756e-02 -1.68349080e-01 1.19044383e-01 9.70759722e-03
2.55860692e-02 -6.98785477e-03]
[ 1.07990933e-02 1.45701660e-02 2.36948819e-01 4.83167382e-02
-1.44983096e-01 -1.23408134e-01 1.70974935e-01 3.95069575e-02
-2.06207749e-01 8.65138978e-02]
[ 4.43520953e-02 -4.26420955e-02 9.57321406e-02 -3.14754938e-02
-1.16605515e-01 8.47017336e-02 1.45844923e-01 -2.71703534e-01
-4.70736798e-02 -1.26210154e-01]
[ -3.39149354e-02 2.13463623e-02 7.42627846e-02 -6.26491381e-02
7.16367536e-02 1.93966971e-01 1.64853816e-01 1.17685765e-01
-4.60239356e-02 1.46480790e-01]
[ 2.18617494e-01 4.89631050e-02 2.80419135e-02 7.84431916e-02
6.68735340e-02 -1.97647108e-02 -1.45026697e-01 1.48100765e-01
-5.64326576e-02 -1.96981122e-02]
[ -6.73083423e-03 -1.46605857e-01 -6.42939971e-03 -3.04737554e-02
-1.85876749e-01 -9.67070192e-02 -7.14071478e-02 4.00557012e-02
6.66853676e-02 1.27071018e-01]
[ -6.96679963e-02 3.44018372e-01 6.52871877e-02 2.55478711e-01
-6.31316318e-01 -2.52734895e-01 -4.13843237e-01 -7.58769615e-02
1.58108466e-01 1.82419080e-01]
[ 9.67203628e-02 3.65779651e-01 1.98713593e-02 2.96715901e-01
-4.71654986e-01 -3.77708371e-02 -2.62152595e-01 1.48494604e-01
1.02281447e-01 3.81861128e-01]
[ 2.27469745e-01 2.12360634e-01 2.27968356e-01 8.85824070e-02
-2.26621985e-01 1.02164128e-01 -1.10090043e-01 1.62282351e-01
1.95086646e-01 2.29393411e-02]
[ -9.06206663e-02 1.70265845e-01 2.32934425e-01 -1.14406249e-02
4.97967443e-02 1.41336516e-01 -4.46336099e-02 -1.53423938e-02
-5.48947105e-02 2.43905703e-02]
[ -1.01512606e-01 -1.87301899e-02 2.28355049e-02 8.43703515e-02
-2.52803848e-02 1.19770157e-01 2.71229418e-01 2.03845842e-02
-2.81603411e-01 -1.01147540e-01]
[ -1.97774068e-01 4.08348149e-02 -8.26893088e-02 -3.13660844e-01
8.20287455e-02 1.08879104e-01 3.72293049e-02 1.04125333e-01
-1.84828514e-01 6.40102099e-02]
[ 5.70114304e-02 -2.36467209e-01 -1.04269454e-01 -9.46237461e-02
1.57752221e-01 2.19144088e-03 3.07065877e-02 1.54210739e-01
-1.13164724e-01 -1.47740372e-01]
[ 1.60927336e-01 -1.03959517e-01 -1.32901763e-01 1.10438392e-02
1.10745075e-01 -6.70278499e-02 -6.82212005e-02 -1.47599302e-01
1.41843132e-01 -8.19981179e-02]
[ -1.24728974e-01 1.66664176e-01 2.54045185e-01 -3.52554284e-02
1.87121822e-01 9.47619140e-02 -2.04851405e-02 -2.98162073e-01
-1.33119578e-01 -6.65688613e-02]
[ -3.52577313e-01 1.21976432e-01 9.61323203e-03 -2.94425345e-02
1.12047565e-01 -1.67762205e-01 -6.73214583e-02 2.35575260e-01
-9.76438306e-02 8.58733357e-02]
[ 1.45050023e-01 1.23130420e-01 -2.42691162e-01 -1.02517609e-01
1.14408893e-01 -2.86949333e-01 1.25538749e-03 -1.67644736e-01
-1.22409782e-02 -1.93660334e-01]
[ 2.07066096e-01 -1.35494276e-01 5.85425628e-02 -2.84913834e-02
4.02944632e-02 -2.71909604e-02 -2.50563872e-02 -1.36545984e-01
1.05034241e-01 -1.81688748e-01]
[ -1.03642008e-01 -7.95329859e-03 1.20577161e-01 1.11344846e-01
-9.20167538e-03 -1.11010936e-01 2.25107154e-01 -7.65202528e-02
1.85460571e-01 -2.67536248e-04]
[ 2.79818541e-02 -8.72373531e-02 2.19021609e-01 -2.11119665e-01
5.24672285e-02 1.03792997e-01 -3.13694578e-02 -1.11995491e-01
4.08559259e-02 2.69386959e-01]]
[[ 0.36468668]
[ 1.0422702 ]
[ 0.1713316 ]
[ 0.53327864]
[-1.87598569]
[-0.24777998]
[-1.20350457]
[-0.03205241]
[ 0.40581827]
[ 0.5994789 ]]
Progress: 10.4% ... Training loss: 0.419 ... Validation loss: 0.691[[ 1.56209057e-01 2.88622913e-01 -1.17309725e-01 1.03645353e-01
-6.09691245e-01 -6.57192024e-02 -1.24597151e-01 1.25826593e-01
-9.38282584e-02 2.11719903e-01]
[ 1.94706230e-02 1.84361983e-01 -1.78990892e-02 4.46315574e-02
8.02065737e-02 -7.72998509e-03 2.84864678e-01 4.13633331e-02
1.42475953e-01 -2.23839899e-02]
[ 2.13185529e-01 4.36268399e-01 4.09957771e-02 1.59030241e-01
-4.93257215e-02 -7.71902827e-02 -5.72401593e-01 -3.20637767e-02
1.30293081e-01 4.04332508e-01]
[ -4.76477466e-02 -3.73833151e-01 -2.54846073e-01 -2.84664517e-02
1.58031630e-01 1.81305028e-01 2.21486529e-01 5.55447017e-02
-8.46504333e-03 2.67879106e-02]
[ -1.53597344e-03 2.17582819e-01 -1.47393209e-01 4.62975610e-02
1.05617412e-01 -1.78964769e-01 -9.83676093e-03 -1.19733954e-01
-1.95078621e-01 5.06434280e-02]
[ -3.48916971e-01 -2.69461762e-01 -2.87771592e-01 1.37701124e-01
1.51080531e-01 5.45966512e-02 -1.69302280e-02 -3.43584315e-02
-1.38930962e-02 3.11371411e-02]
[ -1.11041875e-03 -1.18384362e-01 1.12094672e-02 1.04410016e-01
-1.06440543e-01 -7.36929960e-02 1.50094326e-01 -1.88438100e-01
1.84808682e-01 4.98779197e-02]
[ 1.08767516e-01 -2.00998885e-01 2.84086151e-02 -7.70761865e-02
2.02129244e-01 -3.85155026e-02 3.26002617e-02 1.24113160e-01
5.79273835e-02 -1.80367132e-02]
[ -1.43201318e-01 1.31368137e-02 -2.94507804e-01 1.76455218e-02
-1.61709852e-01 5.65030239e-02 -3.17610088e-01 -2.65438821e-02
2.88491332e-01 -7.69996402e-02]
[ 4.86836549e-02 -2.05550797e-01 8.01835023e-02 6.44790106e-03
1.89294445e-01 -9.32223836e-02 1.38479802e-02 -9.58693358e-02
-2.61286350e-02 1.34602439e-01]
[ -7.56632827e-02 1.30732369e-01 -4.92885745e-04 -1.57321660e-01
1.29257805e-03 2.62144855e-02 5.49152411e-02 -1.01395566e-01
-2.26090649e-02 -1.19502793e-01]
[ -6.51206910e-02 9.22631262e-02 -5.04114915e-02 4.84228449e-02
1.65872519e-01 7.95451074e-02 -1.29494843e-01 -1.40994285e-02
-1.22380733e-01 -1.39545939e-01]
[ -1.55517551e-01 7.46252512e-03 6.26834706e-02 2.38978096e-02
-1.77628790e-01 -2.20539039e-01 -1.82192829e-01 -1.96914999e-01
8.88733526e-02 1.76561354e-01]
[ -2.03499918e-01 -9.78190040e-02 1.24764298e-01 2.82874799e-01
-1.72483651e-01 -8.76915582e-02 -1.64230941e-01 -2.54615293e-01
-1.97777772e-01 2.50246040e-02]
[ 1.12278891e-01 -4.13189764e-02 -2.06581634e-02 1.06568975e-01
5.17812850e-03 -7.81601887e-02 1.05691353e-01 4.62479989e-03
2.25695901e-02 1.49626461e-02]
[ 2.94258560e-02 -4.26385173e-02 -2.14464631e-01 1.35990152e-01
-3.97200858e-02 9.37211050e-02 -7.92360054e-02 -1.97748645e-02
-1.05196925e-01 -1.29735215e-02]
[ -1.30981936e-01 -6.11067524e-02 -2.08387132e-01 1.44172640e-01
-7.12319542e-03 1.39348957e-01 2.37850889e-02 -2.50282273e-01
5.65793782e-02 -2.13017778e-01]
[ -6.66506799e-02 -1.76654690e-02 2.78271507e-01 1.05557174e-01
9.27194650e-02 -6.44914945e-02 -1.49528218e-01 1.21401375e-01
7.32520345e-02 4.16406701e-02]
[ 4.69043150e-02 -7.80457918e-03 8.48962418e-02 8.37267383e-02
9.59086999e-02 -1.75451479e-02 2.61501249e-01 1.20319226e-01
-4.31694967e-02 -6.81551218e-02]
[ -1.48822170e-03 -1.65922252e-01 -2.93958663e-01 -5.87567400e-02
2.78941304e-01 -8.65893628e-02 1.90019831e-01 1.64354042e-01
9.78200913e-02 -3.87036846e-02]
[ 4.79932210e-02 1.41230074e-02 -1.22013839e-01 3.45103962e-02
-6.46401901e-02 3.29675115e-01 2.51073666e-01 2.06188563e-01
-1.73715922e-01 -5.93681647e-02]
[ 2.00081033e-02 2.22307442e-02 1.28047331e-01 1.26718780e-01
-8.47328834e-02 1.00077554e-01 -2.34935807e-01 -3.93295306e-02
2.22418304e-01 1.08170019e-01]
[ 1.05337393e-01 7.69642751e-02 -5.08939566e-02 -1.08430685e-01
-1.04541019e-01 -3.28404571e-01 1.05812409e-01 8.51765549e-03
1.38245976e-01 8.64915759e-02]
[ -9.64502943e-02 2.66450130e-02 -1.45161050e-02 2.51764109e-02
2.33967959e-03 -2.03359469e-01 -9.76156107e-02 -1.95211987e-02
1.60562171e-02 1.32261322e-01]
[ -1.27391239e-01 -7.58525344e-03 -1.89642638e-01 1.91471362e-02
-3.19607142e-01 -1.24779146e-02 -6.80959122e-02 -2.23643189e-02
2.11763900e-02 8.92752488e-02]
[ 1.46494784e-02 6.53561895e-02 -5.26983078e-02 -6.40772603e-02
3.26259442e-01 2.52765542e-01 3.94274652e-01 1.14584000e-01
-1.32921825e-01 -3.01492450e-01]
[ 3.78426186e-02 -1.95134639e-01 -2.97453641e-03 4.26323288e-03
4.16911460e-01 7.26539360e-02 3.25108282e-01 9.31749743e-02
8.70513993e-02 -2.93126104e-01]
[ 5.30649815e-02 -2.76071575e-01 -2.24699993e-02 -4.80781587e-02
4.87888705e-01 1.96368151e-03 3.23838125e-01 4.99524277e-02
-3.16108208e-01 -1.50638328e-01]
[ -1.04519602e-01 -3.92997491e-01 2.14426073e-02 -1.13350742e-01
4.87219433e-01 -1.22360219e-01 4.07118926e-01 -8.01953993e-02
5.51794465e-04 1.68692523e-01]
[ -2.35019310e-01 -2.20143703e-01 7.99308370e-02 2.25547852e-02
7.08627240e-01 1.17022123e-01 2.34600677e-01 4.96447831e-02
-3.51344207e-02 -6.13024313e-02]
[ -1.17215348e-01 -5.30338114e-02 2.89949422e-01 -1.26240387e-01
2.96569205e-01 -8.59759453e-02 4.24625528e-01 1.64844714e-02
-1.65860943e-01 9.03798944e-02]
[ -7.76441282e-02 -7.41070794e-02 -1.56548629e-01 -3.05350445e-02
2.67279360e-01 -2.54486496e-01 2.11406956e-02 1.71712354e-01
4.36631427e-02 -4.55202019e-02]
[ 1.01866251e-01 1.99028291e-01 1.58526909e-01 -1.07847033e-01
-2.01526257e-02 5.74943013e-02 -1.03336652e-01 2.85079835e-01
6.09533969e-02 1.53272031e-01]
[ 3.05599789e-01 1.95539525e-01 -1.04643297e-01 2.56703636e-01
-7.61577215e-01 -2.65351364e-01 -3.42313920e-01 1.77769048e-01
3.33401134e-01 -1.09913174e-01]
[ 5.13073260e-02 1.55760895e-01 2.54106369e-01 2.56815097e-01
-7.25485635e-02 -1.96013671e-01 -1.83964506e-01 -1.31709028e-01
-1.35146307e-01 -2.79847285e-01]
[ 3.99801778e-02 -5.93224838e-03 -1.09890308e-01 -3.02744641e-02
1.81458871e-01 3.40672329e-02 -5.33579999e-02 -1.83250651e-01
5.31411052e-02 2.32667054e-01]
[ -1.07123447e-02 -8.15859585e-02 -7.14330208e-02 -6.70088138e-02
3.87919380e-02 -1.68344693e-01 1.19069736e-01 9.70834323e-03
2.55787055e-02 -7.00360517e-03]
[ 1.10659914e-02 1.53615856e-02 2.37082689e-01 4.87344770e-02
-1.46424116e-01 -1.23604072e-01 1.70065902e-01 3.94820546e-02
-2.05902542e-01 8.69781953e-02]
[ 4.48055901e-02 -4.12538905e-02 9.59460798e-02 -3.08036636e-02
-1.18883499e-01 8.43840559e-02 1.44206659e-01 -2.71742468e-01
-4.65591103e-02 -1.25423284e-01]
[ -3.38636389e-02 2.15222639e-02 7.42812367e-02 -6.26214168e-02
7.14991236e-02 1.93954014e-01 1.64581110e-01 1.17683592e-01
-4.59920750e-02 1.46582806e-01]
[ 2.18813407e-01 4.95227859e-02 2.81321399e-02 7.87287677e-02
6.58656048e-02 -1.98941819e-02 -1.45619038e-01 1.48083653e-01
-5.62170750e-02 -1.93809227e-02]
[ -6.46881927e-03 -1.45910582e-01 -6.32869789e-03 -3.00758381e-02
-1.87022465e-01 -9.68806586e-02 -7.20334082e-02 4.00314916e-02
6.69726895e-02 1.27388899e-01]
[ -6.85735601e-02 3.46453904e-01 6.58090134e-02 2.57052541e-01
-6.36557196e-01 -2.53407128e-01 -4.16517338e-01 -7.59713460e-02
1.59331494e-01 1.84111079e-01]
[ 9.71557477e-02 3.66848361e-01 2.00616261e-02 2.97301323e-01
-4.73827615e-01 -3.80606536e-02 -2.63231345e-01 1.48456625e-01
1.02737506e-01 3.82517311e-01]
[ 2.28113493e-01 2.13894996e-01 2.28271799e-01 8.95028380e-02
-2.29775526e-01 1.01734642e-01 -1.11998950e-01 1.62227751e-01
1.95799212e-01 2.39401765e-02]
[ -9.05113732e-02 1.70486981e-01 2.32987474e-01 -1.12652048e-02
4.91768068e-02 1.41265741e-01 -4.49440799e-02 -1.53549802e-02
-5.47609454e-02 2.45749732e-02]
[ -1.01037709e-01 -1.73862809e-02 2.30636023e-02 8.50796953e-02
-2.77315019e-02 1.19440298e-01 2.69697376e-01 2.03413773e-02
-2.81061306e-01 -1.00351732e-01]
[ -1.97871135e-01 4.05637777e-02 -8.27386417e-02 -3.13811656e-01
8.25782480e-02 1.08949132e-01 3.75664916e-02 1.04134412e-01
-1.84947818e-01 6.38456593e-02]
[ 5.64395584e-02 -2.38059232e-01 -1.04530347e-01 -9.54497118e-02
1.60576169e-01 2.56829776e-03 3.25507541e-02 1.54261067e-01
-1.13793027e-01 -1.48661380e-01]
[ 1.60879872e-01 -1.04088639e-01 -1.32939300e-01 1.09741304e-02
1.10832541e-01 -6.69911178e-02 -6.80920205e-02 -1.47592881e-01
1.41834492e-01 -8.20767262e-02]
[ -1.25042145e-01 1.65550844e-01 2.53903509e-01 -3.57207298e-02
1.88949663e-01 9.49726827e-02 -1.90925970e-02 -2.98137135e-01
-1.33460684e-01 -6.70737732e-02]
[ -3.52963078e-01 1.20725018e-01 9.42643595e-03 -3.00204660e-02
1.13846295e-01 -1.67489643e-01 -6.58089348e-02 2.35609440e-01
-9.80485908e-02 8.52440371e-02]
[ 1.46024349e-01 1.25447802e-01 -2.42226610e-01 -1.01064779e-01
1.09176635e-01 -2.87546784e-01 -1.23994818e-03 -1.67733477e-01
-1.11341465e-02 -1.92101997e-01]
[ 2.07774000e-01 -1.33474209e-01 5.88610633e-02 -2.75413400e-02
3.70674763e-02 -2.76662771e-02 -2.73446866e-02 -1.36605030e-01
1.05783325e-01 -1.80529160e-01]
[ -1.02910213e-01 -6.07298967e-03 1.20930605e-01 1.12411039e-01
-1.27733284e-02 -1.11524692e-01 2.22850105e-01 -7.65871015e-02
1.86274066e-01 9.28016007e-04]
[ 2.83606313e-02 -8.63474327e-02 2.19184251e-01 -2.10529327e-01
5.04947586e-02 1.03529813e-01 -3.22842360e-02 -1.12032905e-01
4.13011355e-02 2.69951676e-01]]
[[ 0.37817581]
[ 1.05873838]
[ 0.18208616]
[ 0.54835229]
[-1.8704854 ]
[-0.23880239]
[-1.19634125]
[-0.02238451]
[ 0.41839932]
[ 0.61236182]]
Progress: 10.5% ... Training loss: 0.410 ... Validation loss: 0.679[[ 1.56219816e-01 2.88031320e-01 -1.17290117e-01 1.03501251e-01
-6.09275131e-01 -6.57001609e-02 -1.24690209e-01 1.25826023e-01
-9.38312717e-02 2.11576290e-01]
[ 1.94706230e-02 1.84361983e-01 -1.78990892e-02 4.46315574e-02
8.02065737e-02 -7.72998509e-03 2.84864678e-01 4.13633331e-02
1.42475953e-01 -2.23839899e-02]
[ 2.13555416e-01 4.36750493e-01 4.11123598e-02 1.59302076e-01
-5.07818978e-02 -7.72326852e-02 -5.72648544e-01 -3.20841096e-02
1.30645880e-01 4.04412660e-01]
[ -4.99484642e-02 -3.78838674e-01 -2.55855163e-01 -3.15568092e-02
1.67739182e-01 1.82618742e-01 2.27854383e-01 5.56795028e-02
-1.10055461e-02 2.36094197e-02]
[ -7.07291903e-04 2.18944236e-01 -1.46975732e-01 4.74921180e-02
1.01985763e-01 -1.79497675e-01 -1.24630187e-02 -1.19785768e-01
-1.94254072e-01 5.17594835e-02]
[ -3.47665830e-01 -2.66154390e-01 -2.87152704e-01 1.39643593e-01
1.44668582e-01 5.37229847e-02 -2.09624676e-02 -3.44382713e-02
-1.24732796e-02 3.32788050e-02]
[ -3.16700435e-04 -1.16797160e-01 1.15857318e-02 1.05467742e-01
-1.09773568e-01 -7.41126085e-02 1.47959922e-01 -1.88488704e-01
1.85701157e-01 5.08510904e-02]
[ 1.08355537e-01 -2.02203285e-01 2.82154823e-02 -7.76602655e-02
2.03481652e-01 -3.82521829e-02 3.41876501e-02 1.24134617e-01
5.74522451e-02 -1.87378083e-02]
[ -1.44230583e-01 1.03425619e-02 -2.94972118e-01 1.61438484e-02
-1.56752336e-01 5.71257610e-02 -3.14493378e-01 -2.64826484e-02
2.87390000e-01 -7.86427327e-02]
[ 4.96385243e-02 -2.03551564e-01 8.06594383e-02 7.80589391e-03
1.84476629e-01 -9.38055348e-02 1.14918781e-02 -9.59338251e-02
-2.50198573e-02 1.35791204e-01]
[ -7.57582568e-02 1.30418771e-01 -4.94026055e-04 -1.57371691e-01
1.30793113e-03 2.62256760e-02 5.51324091e-02 -1.01394096e-01
-2.26360834e-02 -1.19543398e-01]
[ -6.53769702e-02 9.14734140e-02 -5.05485816e-02 4.80293254e-02
1.67239932e-01 7.97098457e-02 -1.28818453e-01 -1.40841629e-02
-1.22726670e-01 -1.39923452e-01]
[ -1.55517551e-01 7.46252512e-03 6.26834706e-02 2.38978096e-02
-1.77628790e-01 -2.20539039e-01 -1.82192829e-01 -1.96914999e-01
8.88733526e-02 1.76561354e-01]
[ -2.03066531e-01 -9.66365304e-02 1.25017223e-01 2.83633500e-01
-1.74932813e-01 -8.80166144e-02 -1.65684429e-01 -2.54645707e-01
-1.97223069e-01 2.58271295e-02]
[ 1.12201877e-01 -4.15363095e-02 -2.06970138e-02 1.06466231e-01
5.60465855e-03 -7.81270481e-02 1.05955106e-01 4.62850314e-03
2.24958109e-02 1.48316000e-02]
[ 3.04673140e-02 -3.99296944e-02 -2.13986153e-01 1.37456220e-01
-4.45761449e-02 9.30656267e-02 -8.24944674e-02 -1.98350936e-02
-1.04107126e-01 -1.13562826e-02]
[ -1.31319124e-01 -6.21945851e-02 -2.08528344e-01 1.43687061e-01
-5.47476399e-03 1.39568755e-01 2.47695779e-02 -2.50263067e-01
5.62264675e-02 -2.13570350e-01]
[ -6.57887730e-02 -1.54180905e-02 2.78663935e-01 1.06770671e-01
8.86631856e-02 -6.49861684e-02 -1.51804454e-01 1.21348550e-01
7.41866712e-02 4.28832580e-02]
[ 4.71425269e-02 -7.74208274e-03 8.50027715e-02 8.40598050e-02
9.46194208e-02 -1.76789423e-02 2.60918547e-01 1.20301236e-01
-4.28584063e-02 -6.78995626e-02]
[ -1.29759840e-03 -1.65223800e-01 -2.93845144e-01 -5.84293842e-02
2.77748074e-01 -8.67185392e-02 1.89516516e-01 1.64340148e-01
9.80519962e-02 -3.84456921e-02]
[ 4.74418914e-02 1.24743749e-02 -1.22298846e-01 3.36381039e-02
-6.19143422e-02 3.30043225e-01 2.52946665e-01 2.06223642e-01
-1.74377343e-01 -6.03417847e-02]
[ 1.94259645e-02 2.08542214e-02 1.27779080e-01 1.25880257e-01
-8.19917435e-02 1.00434882e-01 -2.33276175e-01 -3.92962317e-02
2.21770556e-01 1.07383540e-01]
[ 1.04703284e-01 7.52359821e-02 -5.11754838e-02 -1.09342663e-01
-1.01560347e-01 -3.28032253e-01 1.07783475e-01 8.55519277e-03
1.37567991e-01 8.54704693e-02]
[ -9.65929795e-02 2.62163352e-02 -1.45864864e-02 2.49503248e-02
3.08448376e-03 -2.03266395e-01 -9.71951947e-02 -1.95121923e-02
1.58901736e-02 1.32016148e-01]
[ -1.27228745e-01 -7.10166291e-03 -1.89563582e-01 1.94000911e-02
-3.20465606e-01 -1.25907260e-02 -6.86566079e-02 -2.23745519e-02
2.13699652e-02 8.95799896e-02]
[ 1.46041373e-02 6.52299868e-02 -5.27201801e-02 -6.41431811e-02
3.26454913e-01 2.52791415e-01 3.94412870e-01 1.14586696e-01
-1.32971972e-01 -3.01566464e-01]
[ 3.75497567e-02 -1.95920650e-01 -3.11124747e-03 3.85339264e-03
4.18186154e-01 7.28298761e-02 3.26052156e-01 9.31919051e-02
8.67518599e-02 -2.93583115e-01]
[ 5.25204016e-02 -2.77636702e-01 -2.27291580e-02 -4.88898647e-02
4.90535870e-01 2.31105072e-03 3.25598002e-01 4.99851037e-02
-3.16731488e-01 -1.51541130e-01]
[ -1.04683112e-01 -3.93415345e-01 2.13665201e-02 -1.13584431e-01
4.88038105e-01 -1.22258361e-01 4.07637790e-01 -8.01859630e-02
3.90493628e-04 1.68439059e-01]
[ -2.35914309e-01 -2.22598908e-01 7.94974209e-02 2.12269355e-02
7.12643525e-01 1.17580269e-01 2.37453368e-01 4.96984826e-02
-3.61382615e-02 -6.27678807e-02]
[ -1.17743033e-01 -5.43993799e-02 2.89694082e-01 -1.27009367e-01
2.99166869e-01 -8.56449137e-02 4.26146765e-01 1.65153717e-02
-1.66445462e-01 8.95575344e-02]
[ -7.80983197e-02 -7.53689624e-02 -1.56752846e-01 -3.11975264e-02
2.69355760e-01 -2.54227591e-01 2.25732582e-02 1.71738978e-01
4.31729336e-02 -4.62433206e-02]
[ 1.02168830e-01 1.99727199e-01 1.58673943e-01 -1.07374678e-01
-2.17254190e-02 5.72901613e-02 -1.04257517e-01 2.85060588e-01
6.13035701e-02 1.53801315e-01]
[ 3.05824631e-01 1.96254743e-01 -1.04517356e-01 2.57073520e-01
-7.62824077e-01 -2.65515864e-01 -3.43025468e-01 1.77753515e-01
3.33644207e-01 -1.09490867e-01]
[ 5.14390490e-02 1.56156236e-01 2.54173491e-01 2.57003359e-01
-7.31800067e-02 -1.96104640e-01 -1.84450251e-01 -1.31716678e-01
-1.35002495e-01 -2.79642701e-01]
[ 3.99662563e-02 -5.99034825e-03 -1.09896372e-01 -3.02928396e-02
1.81513323e-01 3.40744493e-02 -5.33212935e-02 -1.83249865e-01
5.31268491e-02 2.32667116e-01]
[ -1.02923062e-02 -8.04651947e-02 -7.12232209e-02 -6.63818641e-02
3.67193946e-02 -1.68611371e-01 1.17700443e-01 9.68329043e-03
2.60408250e-02 -6.31861252e-03]
[ 1.12534570e-02 1.59176103e-02 2.37171889e-01 4.90317536e-02
-1.47465613e-01 -1.23725959e-01 1.69443167e-01 3.94695654e-02
-2.05677643e-01 8.72997069e-02]
[ 4.44363675e-02 -4.22883739e-02 9.57560669e-02 -3.13862081e-02
-1.16887130e-01 8.46349794e-02 1.45370250e-01 -2.71719444e-01
-4.70056217e-02 -1.26053762e-01]
[ -3.37109021e-02 2.17975507e-02 7.43635285e-02 -6.23975554e-02
7.07591583e-02 1.93869298e-01 1.64137699e-01 1.17675124e-01
-4.58034756e-02 1.46826379e-01]
[ 2.19027875e-01 5.02653630e-02 2.82480266e-02 7.90742400e-02
6.47841459e-02 -2.00441287e-02 -1.46345212e-01 1.48068959e-01
-5.59390425e-02 -1.89969132e-02]
[ -6.06463279e-03 -1.44848166e-01 -6.14198313e-03 -2.95131056e-02
-1.88887033e-01 -9.71042194e-02 -7.31794075e-02 4.00074534e-02
6.74135913e-02 1.27950817e-01]
[ -6.79391757e-02 3.48132191e-01 6.60835821e-02 2.57952887e-01
-6.39325124e-01 -2.53778929e-01 -4.18139106e-01 -7.60090084e-02
1.60005656e-01 1.84975159e-01]
[ 9.79305647e-02 3.68510408e-01 2.04411638e-02 2.98399532e-01
-4.77526331e-01 -3.85468666e-02 -2.65599747e-01 1.48407186e-01
1.03606822e-01 3.83644953e-01]
[ 2.28459792e-01 2.14840593e-01 2.28452421e-01 8.99980328e-02
-2.31529220e-01 1.01507010e-01 -1.13008346e-01 1.62206357e-01
1.96188616e-01 2.44554552e-02]
[ -9.02345479e-02 1.71105943e-01 2.33114936e-01 -1.08259875e-02
4.77021515e-02 1.41100914e-01 -4.58760723e-02 -1.53724336e-02
-5.44349030e-02 2.50700474e-02]
[ -1.00888495e-01 -1.70052080e-02 2.31353888e-02 8.53287086e-02
-2.85033067e-02 1.19331184e-01 2.69254659e-01 2.03315689e-02
-2.80900150e-01 -1.00095212e-01]
[ -1.98049574e-01 4.00566181e-02 -8.28068459e-02 -3.14074096e-01
8.34651891e-02 1.09060362e-01 3.80943641e-02 1.04144311e-01
-1.85132214e-01 6.35677826e-02]
[ 5.63083472e-02 -2.38438216e-01 -1.04599523e-01 -9.56602146e-02
1.61294936e-01 2.65856655e-03 3.29927610e-02 1.54269570e-01
-1.13950898e-01 -1.48894997e-01]
[ 1.61320545e-01 -1.02901540e-01 -1.32673722e-01 1.16943522e-02
1.08251374e-01 -6.72824693e-02 -6.92435044e-02 -1.47623449e-01
1.42448927e-01 -8.13747538e-02]
[ -1.24829028e-01 1.66024306e-01 2.54018866e-01 -3.54074402e-02
1.87531693e-01 9.48025807e-02 -1.97915692e-02 -2.98152408e-01
-1.33247552e-01 -6.66877086e-02]
[ -3.53117091e-01 1.20052407e-01 9.32193614e-03 -3.02472061e-02
1.14673012e-01 -1.67374693e-01 -6.51215328e-02 2.35616880e-01
-9.82428193e-02 8.50130227e-02]
[ 1.45584016e-01 1.24008772e-01 -2.42447374e-01 -1.01726948e-01
1.11219939e-01 -2.87271109e-01 3.00138009e-04 -1.67706579e-01
-1.16409844e-02 -1.92879399e-01]
[ 2.07297136e-01 -1.34690065e-01 5.86410808e-02 -2.82249845e-02
3.92932510e-02 -2.73774435e-02 -2.59485675e-02 -1.36577674e-01
1.05225490e-01 -1.81261389e-01]
[ -1.02574129e-01 -5.46403768e-03 1.21087755e-01 1.12857750e-01
-1.39591122e-02 -1.11723930e-01 2.21816036e-01 -7.66100754e-02
1.86664736e-01 1.33939602e-03]
[ 2.90455820e-02 -8.43935264e-02 2.19529117e-01 -2.09522554e-01
4.71488342e-02 1.03103822e-01 -3.44858612e-02 -1.12073539e-01
4.20776213e-02 2.70963551e-01]]
[[ 0.3829262 ]
[ 1.06681544]
[ 0.18906112]
[ 0.55635361]
[-1.87197858]
[-0.23689991]
[-1.19695154]
[-0.01933921]
[ 0.42312682]
[ 0.62047749]]
Progress: 10.6% ... Training loss: 0.409 ... Validation loss: 0.673[[ 1.54433448e-01 2.83658469e-01 -1.18186213e-01 1.00831775e-01
-6.00721440e-01 -6.46095308e-02 -1.19126002e-01 1.25914914e-01
-9.58034445e-02 2.08699067e-01]
[ 1.94293927e-02 1.84267357e-01 -1.79192601e-02 4.45757217e-02
8.03955155e-02 -7.70474602e-03 2.84988991e-01 4.13652121e-02
1.42430389e-01 -2.24478442e-02]
[ 2.09829118e-01 4.27833441e-01 3.91377515e-02 1.53469257e-01
-3.21501960e-02 -7.48074533e-02 -5.62271653e-01 -3.18786438e-02
1.26281280e-01 3.98357937e-01]
[ -4.73294707e-02 -3.73517216e-01 -2.54628206e-01 -2.76140414e-02
1.55532832e-01 1.81048651e-01 2.20579636e-01 5.55504746e-02
-7.94202723e-03 2.75467283e-02]
[ -8.59464597e-04 2.19618771e-01 -1.47008309e-01 4.71815216e-02
1.02951231e-01 -1.79446936e-01 -1.24573776e-02 -1.19776616e-01
-1.94589889e-01 5.17964871e-02]
[ -3.46722410e-01 -2.63891139e-01 -2.86700013e-01 1.41094675e-01
1.39881723e-01 5.31150016e-02 -2.36863279e-02 -3.44894394e-02
-1.13762708e-02 3.48273869e-02]
[ -7.60841285e-04 -1.17862156e-01 1.13696570e-02 1.04795757e-01
-1.07491194e-01 -7.38182718e-02 1.49339676e-01 -1.88467679e-01
1.85204319e-01 5.00129803e-02]
[ 1.06934508e-01 -2.05808494e-01 2.74726450e-02 -7.98494280e-02
2.10464286e-01 -3.73839772e-02 3.84971564e-02 1.24209038e-01
5.57921821e-02 -2.10113817e-02]
[ -1.45468884e-01 6.89567872e-03 -2.95563675e-01 1.43394170e-02
-1.50983194e-01 5.78807140e-02 -3.10761091e-01 -2.64217412e-02
2.86104517e-01 -8.06173116e-02]
[ 4.88300484e-02 -2.05432632e-01 8.02888749e-02 6.63117988e-03
1.87941208e-01 -9.33594611e-02 1.38968584e-02 -9.58973283e-02
-2.58579737e-02 1.34552947e-01]
[ -7.65217026e-02 1.28154282e-01 -9.18261410e-04 -1.58528348e-01
5.15652123e-03 2.67047910e-02 5.76647780e-02 -1.01357314e-01
-2.34867819e-02 -1.20837089e-01]
[ -6.59619131e-02 8.97723533e-02 -5.08500034e-02 4.71519506e-02
1.70154796e-01 8.00918328e-02 -1.27069016e-01 -1.40524385e-02
-1.23379101e-01 -1.40922915e-01]
[ -1.55520737e-01 7.45530492e-03 6.26819126e-02 2.38920587e-02
-1.77609532e-01 -2.20536702e-01 -1.82181929e-01 -1.96914816e-01
8.88692226e-02 1.76555084e-01]
[ -2.03009356e-01 -9.64705547e-02 1.25050167e-01 2.83742186e-01
-1.75228161e-01 -8.80693444e-02 -1.65829659e-01 -2.54649879e-01
-1.97136263e-01 2.59340468e-02]
[ 1.12537510e-01 -4.08057160e-02 -2.05127844e-02 1.06996260e-01
3.77803825e-03 -7.83509199e-02 1.05076533e-01 4.60991562e-03
2.29004025e-02 1.53857568e-02]
[ 3.10077131e-02 -3.86834389e-02 -2.13763802e-01 1.38211082e-01
-4.70252287e-02 9.27539664e-02 -8.40488970e-02 -1.98631803e-02
-1.03530729e-01 -1.05174481e-02]
[ -1.31705826e-01 -6.31388267e-02 -2.08693041e-01 1.43142710e-01
-3.79150502e-03 1.39794043e-01 2.60420776e-02 -2.50245697e-01
5.57970027e-02 -2.14211514e-01]
[ -6.56272005e-02 -1.48981007e-02 2.78734609e-01 1.06998137e-01
8.81010847e-02 -6.50797396e-02 -1.52378018e-01 1.21340992e-01
7.43573873e-02 4.31334684e-02]
[ 4.68771033e-02 -8.34354194e-03 8.48557761e-02 8.36609172e-02
9.59005624e-02 -1.74836204e-02 2.61671234e-01 1.20315533e-01
-4.31450517e-02 -6.84022127e-02]
[ -2.26006554e-03 -1.67742854e-01 -2.94357770e-01 -5.99577690e-02
2.82620109e-01 -8.61229274e-02 1.92341675e-01 1.64392534e-01
9.69103038e-02 -4.00022271e-02]
[ 4.68456986e-02 1.09306934e-02 -1.22603322e-01 3.27450991e-02
-5.90675696e-02 3.30408392e-01 2.54760245e-01 2.06254794e-01
-1.75060292e-01 -6.13217423e-02]
[ 1.88030364e-02 1.91857256e-02 1.27478232e-01 1.24984369e-01
-7.89708302e-02 1.00805056e-01 -2.31452820e-01 -3.92665631e-02
2.21116941e-01 1.06397547e-01]
[ 1.04366922e-01 7.42841815e-02 -5.13323364e-02 -1.09836816e-01
-1.00101263e-01 -3.27819520e-01 1.08857309e-01 8.57152684e-03
1.37233193e-01 8.49360878e-02]
[ -9.67074682e-02 2.58980168e-02 -1.46371195e-02 2.47842603e-02
3.60132027e-03 -2.03199939e-01 -9.68501016e-02 -1.95066187e-02
1.57664164e-02 1.31839995e-01]
[ -1.27199012e-01 -7.07126358e-03 -1.89534431e-01 1.94852857e-02
-3.20765204e-01 -1.26301322e-02 -6.87133361e-02 -2.23777439e-02
2.14390001e-02 8.96690242e-02]
[ 1.38402980e-02 6.30727121e-02 -5.31053576e-02 -6.52864587e-02
3.30244074e-01 2.53278648e-01 3.96902723e-01 1.14625439e-01
-1.33828044e-01 -3.02841289e-01]
[ 3.73227365e-02 -1.96617619e-01 -3.22844896e-03 3.51547602e-03
4.19291096e-01 7.29745644e-02 3.26839757e-01 9.32031047e-02
8.65062584e-02 -2.93974901e-01]
[ 5.23979467e-02 -2.77972307e-01 -2.27915787e-02 -4.90726925e-02
4.91116195e-01 2.38205890e-03 3.25985149e-01 4.99913598e-02
-3.16858210e-01 -1.51739537e-01]
[ -1.05153872e-01 -3.94542450e-01 2.11357287e-02 -1.14277957e-01
4.90262632e-01 -1.21981197e-01 4.09042318e-01 -8.01623259e-02
-1.29015980e-04 1.67712096e-01]
[ -2.36214176e-01 -2.23419344e-01 7.93637017e-02 2.07921594e-02
7.13904046e-01 1.17765101e-01 2.38384076e-01 4.97134322e-02
-3.64688635e-02 -6.32365933e-02]
[ -1.18567528e-01 -5.66715219e-02 2.89317429e-01 -1.28183517e-01
3.03094883e-01 -8.51608420e-02 4.28719766e-01 1.65541196e-02
-1.67344279e-01 8.82576167e-02]
[ -7.81507368e-02 -7.55357762e-02 -1.56767806e-01 -3.12563563e-02
2.69565183e-01 -2.54209628e-01 2.27151481e-02 1.71741192e-01
4.31210367e-02 -4.63165710e-02]
[ 1.02732138e-01 2.01381825e-01 1.58961010e-01 -1.06510908e-01
-2.45149824e-02 5.69290532e-02 -1.06039418e-01 2.85030866e-01
6.19368527e-02 1.54699498e-01]
[ 3.06222838e-01 1.97154018e-01 -1.04358776e-01 2.57631328e-01
-7.64305895e-01 -2.65735340e-01 -3.44196063e-01 1.77735454e-01
3.34077913e-01 -1.08959402e-01]
[ 5.17754139e-02 1.56869662e-01 2.54337069e-01 2.57467386e-01
-7.48983239e-02 -1.96321243e-01 -1.85342251e-01 -1.31733510e-01
-1.34636656e-01 -2.79150419e-01]
[ 3.98951064e-02 -6.19785781e-03 -1.09933866e-01 -3.03884912e-02
1.81757507e-01 3.41133829e-02 -5.31284958e-02 -1.83246256e-01
5.30738096e-02 2.32585238e-01]
[ -1.01793955e-02 -8.01569479e-02 -7.11748225e-02 -6.62281889e-02
3.61865881e-02 -1.68686276e-01 1.17340122e-01 9.67801860e-03
2.61618666e-02 -6.16778638e-03]
[ 1.11277572e-02 1.58443891e-02 2.37118717e-01 4.88819593e-02
-1.47152148e-01 -1.23666112e-01 1.69782791e-01 3.94746247e-02
-2.05800404e-01 8.71351074e-02]
[ 4.37214214e-02 -4.42436807e-02 9.53885937e-02 -3.24930659e-02
-1.13207280e-01 8.50943243e-02 1.47464832e-01 -2.71683503e-01
-4.78131484e-02 -1.27210307e-01]
[ -3.37508151e-02 2.17036622e-02 7.43097909e-02 -6.24852026e-02
7.09784713e-02 1.93913369e-01 1.64186614e-01 1.17677940e-01
-4.58502472e-02 1.46804504e-01]
[ 2.19172962e-01 5.08061719e-02 2.83285269e-02 7.93125565e-02
6.39705713e-02 -2.01419329e-02 -1.46786103e-01 1.48060521e-01
-5.57708637e-02 -1.87446861e-02]
[ -6.02190775e-03 -1.44717792e-01 -6.12516208e-03 -2.94647824e-02
-1.89035174e-01 -9.71279584e-02 -7.33255000e-02 4.00058288e-02
6.74513748e-02 1.28021181e-01]
[ -6.79391757e-02 3.48132191e-01 6.60835821e-02 2.57952887e-01
-6.39325124e-01 -2.53778929e-01 -4.18139106e-01 -7.60090084e-02
1.60005656e-01 1.84975159e-01]
[ 9.80916665e-02 3.69006949e-01 2.05129478e-02 2.98631694e-01
-4.78323505e-01 -3.86501758e-02 -2.66136074e-01 1.48399188e-01
1.03760624e-01 3.83910634e-01]
[ 2.28632264e-01 2.15249809e-01 2.28535775e-01 9.02321067e-02
-2.32317306e-01 1.01412320e-01 -1.13545588e-01 1.62197946e-01
1.96378427e-01 2.47072563e-02]
[ -9.02867892e-02 1.70950437e-01 2.33096728e-01 -1.08765434e-02
4.78591071e-02 1.41121982e-01 -4.57938509e-02 -1.53705583e-02
-5.44685087e-02 2.50103125e-02]
[ -1.00768405e-01 -1.66924905e-02 2.31970516e-02 8.55082790e-02
-2.91069939e-02 1.19259509e-01 2.68917337e-01 2.03252544e-02
-2.80765608e-01 -9.99090212e-02]
[ -1.98000830e-01 4.01478206e-02 -8.27801178e-02 -3.14005560e-01
8.32077620e-02 1.09032430e-01 3.79654619e-02 1.04141539e-01
-1.85077529e-01 6.36465275e-02]
[ 5.58120898e-02 -2.39786709e-01 -1.04844766e-01 -9.63991638e-02
1.63762141e-01 2.96909301e-03 3.45491731e-02 1.54295152e-01
-1.14496019e-01 -1.49691950e-01]
[ 1.61203076e-01 -1.03021109e-01 -1.32749791e-01 1.15896396e-02
1.08553277e-01 -6.72124901e-02 -6.89496093e-02 -1.47618450e-01
1.42384856e-01 -8.15571500e-02]
[ -1.25540828e-01 1.64450984e-01 2.53712233e-01 -3.63890446e-02
1.90546523e-01 9.51842299e-02 -1.76619743e-02 -2.98122042e-01
-1.34007592e-01 -6.77361720e-02]
[ -3.53586920e-01 1.18795781e-01 9.08973307e-03 -3.09339545e-02
1.17097750e-01 -1.67074913e-01 -6.38726892e-02 2.35639350e-01
-9.87244798e-02 8.42688155e-02]
[ 1.45130951e-01 1.22656157e-01 -2.42692572e-01 -1.02435339e-01
1.13474226e-01 -2.87002048e-01 1.64587134e-03 -1.67681987e-01
-1.21756710e-02 -1.93703514e-01]
[ 2.06800316e-01 -1.36256090e-01 5.83617123e-02 -2.90491582e-02
4.19899504e-02 -2.70423102e-02 -2.41843654e-02 -1.36549832e-01
1.04627578e-01 -1.82156871e-01]
[ -1.02628798e-01 -5.81598645e-03 1.21053373e-01 1.12749809e-01
-1.36090296e-02 -1.11691485e-01 2.22180494e-01 -7.66077955e-02
1.86604472e-01 1.26038733e-03]
[ 2.91891832e-02 -8.40272576e-02 2.19605193e-01 -2.09323480e-01
4.63535845e-02 1.03025287e-01 -3.49349027e-02 -1.12080902e-01
4.22308807e-02 2.71199543e-01]]
[[ 0.36848329]
[ 1.04921907]
[ 0.17629027]
[ 0.54457814]
[-1.8846938 ]
[-0.24637142]
[-1.204722 ]
[-0.02982558]
[ 0.41036668]
[ 0.60613107]]
Progress: 10.6% ... Training loss: 0.414 ... Validation loss: 0.686[[ 1.54190775e-01 2.81823543e-01 -1.18296416e-01 1.00326130e-01
-5.97800865e-01 -6.44327297e-02 -1.17507027e-01 1.25933216e-01
-9.60138908e-02 2.08039153e-01]
[ 1.94651267e-02 1.84332839e-01 -1.79026173e-02 4.46320447e-02
8.02713290e-02 -7.73048851e-03 2.84915001e-01 4.13622689e-02
1.42464579e-01 -2.24097601e-02]
[ 2.10563271e-01 4.30129777e-01 3.95101260e-02 1.54657357e-01
-3.60924444e-02 -7.53446550e-02 -5.64342291e-01 -3.19560496e-02
1.27149602e-01 3.99213175e-01]
[ -4.93803742e-02 -3.78270011e-01 -2.55441891e-01 -3.02571623e-02
1.63289413e-01 1.82319404e-01 2.26048234e-01 5.57089702e-02
-1.01336819e-02 2.50238216e-02]
[ -2.31928151e-04 2.21006985e-01 -1.46651293e-01 4.81807194e-02
9.97465616e-02 -1.79843893e-01 -1.44726426e-02 -1.19845927e-01
-1.93810447e-01 5.27510093e-02]
[ -3.46382191e-01 -2.63740981e-01 -2.86562131e-01 1.41512706e-01
1.38895789e-01 5.28996094e-02 -2.43046341e-02 -3.45144869e-02
-1.09815064e-02 3.53215171e-02]
[ -2.09375777e-03 -1.21480871e-01 1.07327163e-02 1.02792118e-01
-9.97382623e-02 -7.29739953e-02 1.53821695e-01 -1.88371704e-01
1.83722801e-01 4.77921260e-02]
[ 1.08126559e-01 -2.03251894e-01 2.81118992e-02 -7.79660730e-02
2.03872595e-01 -3.81993969e-02 3.52041275e-02 1.24100757e-01
5.72402196e-02 -1.92008558e-02]
[ -1.45447697e-01 7.07402084e-03 -2.95555619e-01 1.43554041e-02
-1.51116767e-01 5.78767626e-02 -3.10919255e-01 -2.64231003e-02
2.86136659e-01 -8.05751179e-02]
[ 5.01814840e-02 -2.02653239e-01 8.09505989e-02 8.60530862e-03
1.82243087e-01 -9.43058447e-02 1.06605073e-02 -9.60208982e-02
-2.42117099e-02 1.36490734e-01]
[ -7.70149484e-02 1.26559237e-01 -1.14324937e-03 -1.59239957e-01
7.68569965e-03 2.70141573e-02 5.92642624e-02 -1.01323243e-01
-2.40180229e-02 -1.21639066e-01]
[ -6.65995625e-02 8.78543908e-02 -5.11384876e-02 4.62031650e-02
1.73365473e-01 8.05383632e-02 -1.25019629e-01 -1.40016519e-02
-1.24100697e-01 -1.41932729e-01]
[ -1.55520737e-01 7.45530492e-03 6.26819126e-02 2.38920587e-02
-1.77609532e-01 -2.20536702e-01 -1.82181929e-01 -1.96914816e-01
8.88692226e-02 1.76555084e-01]
[ -2.03166841e-01 -9.71728344e-02 1.24958393e-01 2.83482254e-01
-1.74369727e-01 -8.79683428e-02 -1.65129241e-01 -2.54635299e-01
-1.97302981e-01 2.56447053e-02]
[ 1.12738692e-01 -4.05795259e-02 -2.04232069e-02 1.07272145e-01
3.09486744e-03 -7.84972635e-02 1.04625334e-01 4.59390271e-03
2.31377990e-02 1.57201583e-02]
[ 3.17272712e-02 -3.66787286e-02 -2.13404519e-01 1.39244216e-01
-5.00556596e-02 9.22719471e-02 -8.63503536e-02 -1.99246403e-02
-1.02703311e-01 -9.37340681e-03]
[ -1.32249859e-01 -6.46199079e-02 -2.08935562e-01 1.42321039e-01
-6.69234280e-04 1.40145738e-01 2.77166096e-02 -2.50209978e-01
5.51922795e-02 -2.15127091e-01]
[ -6.64807239e-02 -1.72649218e-02 2.78311637e-01 1.05742578e-01
9.26302423e-02 -6.45203519e-02 -1.49422825e-01 1.21409402e-01
7.33979750e-02 4.17962714e-02]
[ 4.65102519e-02 -9.48542938e-03 8.46706292e-02 8.31011316e-02
9.77523249e-02 -1.72341004e-02 2.62966562e-01 1.20344771e-01
-4.35578868e-02 -6.90528296e-02]
[ -2.02107937e-03 -1.67023967e-01 -2.94212926e-01 -5.95077641e-02
2.80828278e-01 -8.63156091e-02 1.91533632e-01 1.64366886e-01
9.72212238e-02 -3.95341159e-02]
[ 4.77047004e-02 1.24923988e-02 -1.22168980e-01 3.39996450e-02
-6.31116630e-02 3.29867320e-01 2.52583726e-01 2.06183008e-01
-1.74049769e-01 -6.01638566e-02]
[ 1.86913237e-02 1.89840456e-02 1.27430947e-01 1.24849682e-01
-7.85956890e-02 1.00862842e-01 -2.31237019e-01 -3.92596150e-02
2.21012118e-01 1.06247426e-01]
[ 1.04439287e-01 7.45166235e-02 -5.12948122e-02 -1.09739224e-01
-1.00531652e-01 -3.27867851e-01 1.08622919e-01 8.56550710e-03
1.37318334e-01 8.50660376e-02]
[ -9.65149138e-02 2.64762095e-02 -1.45464257e-02 2.50672663e-02
2.63624586e-03 -2.03323737e-01 -9.74402327e-02 -1.95221724e-02
1.59818852e-02 1.32161000e-01]
[ -1.27228514e-01 -7.23325640e-03 -1.89552746e-01 1.94364884e-02
-3.20515247e-01 -1.26057637e-02 -6.85803473e-02 -2.23748725e-02
2.13940726e-02 8.95824786e-02]
[ 1.37583993e-02 6.27499865e-02 -5.31437584e-02 -6.53992721e-02
3.30670916e-01 2.53339429e-01 3.97241022e-01 1.14631278e-01
-1.33912156e-01 -3.02985994e-01]
[ 3.70492249e-02 -1.97454677e-01 -3.36317565e-03 3.09737249e-03
4.20742737e-01 7.31670909e-02 3.27848656e-01 9.32259245e-02
8.61923468e-02 -2.94451489e-01]
[ 5.23722526e-02 -2.78080077e-01 -2.28046151e-02 -4.91128025e-02
4.91158685e-01 2.39976297e-03 3.26083372e-01 4.99934656e-02
-3.16887789e-01 -1.51777890e-01]
[ -1.05279043e-01 -3.94954183e-01 2.10785129e-02 -1.14451865e-01
4.90880859e-01 -1.21924593e-01 4.09506560e-01 -8.01523418e-02
-2.50670177e-04 1.67522897e-01]
[ -2.36742321e-01 -2.24828973e-01 7.91118714e-02 2.00053565e-02
7.16224369e-01 1.18112701e-01 2.40113516e-01 4.97558690e-02
-3.70459880e-02 -6.40485602e-02]
[ -1.19551694e-01 -5.94527494e-02 2.88852405e-01 -1.29653075e-01
3.08158337e-01 -8.44980134e-02 4.31858037e-01 1.66331178e-02
-1.68448772e-01 8.67382637e-02]
[ -7.83106001e-02 -7.59626244e-02 -1.56842296e-01 -3.14740801e-02
2.70296796e-01 -2.54121893e-01 2.31893779e-02 1.71753289e-01
4.29577969e-02 -4.65346596e-02]
[ 1.02632993e-01 2.01124721e-01 1.58916945e-01 -1.06658246e-01
-2.40104608e-02 5.69954856e-02 -1.05752814e-01 2.85038862e-01
6.18253411e-02 1.54538730e-01]
[ 3.06296279e-01 1.97315334e-01 -1.04323698e-01 2.57743293e-01
-7.64611405e-01 -2.65785666e-01 -3.44429392e-01 1.77729334e-01
3.34156708e-01 -1.08860352e-01]
[ 5.16837963e-02 1.56616613e-01 2.54298639e-01 2.57334262e-01
-7.44240764e-02 -1.96260293e-01 -1.85050914e-01 -1.31726128e-01
-1.34739485e-01 -2.79298986e-01]
[ 3.99880674e-02 -6.07266096e-03 -1.09890345e-01 -3.02303436e-02
1.81325132e-01 3.40328667e-02 -5.33996872e-02 -1.83256871e-01
5.31843131e-02 2.32763451e-01]
[ -1.03623112e-02 -8.06857275e-02 -7.12694041e-02 -6.65126909e-02
3.71692097e-02 -1.68574250e-01 1.17969125e-01 9.69376343e-03
2.59539622e-02 -6.47655619e-03]
[ 1.06913360e-02 1.46127524e-02 2.36889990e-01 4.81691850e-02
-1.44731280e-01 -1.23371664e-01 1.71115209e-01 3.95141191e-02
-2.06334539e-01 8.64180613e-02]
[ 4.37269177e-02 -4.42321318e-02 9.53910178e-02 -3.24859032e-02
-1.13234214e-01 8.50917537e-02 1.47450827e-01 -2.71683914e-01
-4.78075566e-02 -1.27204565e-01]
[ -3.38047914e-02 2.17228935e-02 7.42949506e-02 -6.25414558e-02
7.13288368e-02 1.93943388e-01 1.64371273e-01 1.17679430e-01
-4.59058618e-02 1.46708813e-01]
[ 2.19106491e-01 5.09209084e-02 2.83045334e-02 7.92434157e-02
6.43360832e-02 -2.01188230e-02 -1.46712151e-01 1.48061325e-01
-5.58478395e-02 -1.88346095e-02]
[ -5.35772578e-03 -1.43125854e-01 -5.83467809e-03 -2.84679579e-02
-1.92238539e-01 -9.75529458e-02 -7.50656068e-02 3.99506128e-02
6.81845439e-02 1.28920842e-01]
[ -6.68456333e-02 3.50415040e-01 6.66215284e-02 2.59487842e-01
-6.44247964e-01 -2.54435747e-01 -4.21044351e-01 -7.60974129e-02
1.61255887e-01 1.86559825e-01]
[ 9.89203915e-02 3.71026098e-01 2.08915993e-02 2.99761502e-01
-4.81658615e-01 -3.92046761e-02 -2.68723366e-01 1.48332453e-01
1.04687386e-01 3.85191595e-01]
[ 2.29499783e-01 2.17696588e-01 2.29015926e-01 9.17046434e-02
-2.37366095e-01 1.00771771e-01 -1.16488066e-01 1.62116529e-01
1.97466495e-01 2.62474058e-02]
[ -9.01556065e-02 1.71355234e-01 2.33174543e-01 -1.06482040e-02
4.70945307e-02 1.41018825e-01 -4.62287815e-02 -1.53846618e-02
-5.42969304e-02 2.52364720e-02]
[ -1.00845326e-01 -1.69060451e-02 2.31710768e-02 8.53982010e-02
-2.87055378e-02 1.19311556e-01 2.69126267e-01 2.03309698e-02
-2.80844503e-01 -1.00033372e-01]
[ -1.98323282e-01 3.91264400e-02 -8.29586160e-02 -3.14556727e-01
8.49998979e-02 1.09269878e-01 3.91318778e-02 1.04170793e-01
-1.85454996e-01 6.30488269e-02]
[ 5.57839501e-02 -2.39895370e-01 -1.04858752e-01 -9.64417704e-02
1.63897059e-01 2.98977121e-03 3.46653485e-02 1.54297301e-01
-1.14527843e-01 -1.49739483e-01]
[ 1.60884252e-01 -1.03947909e-01 -1.32869163e-01 1.11815909e-02
1.10294045e-01 -6.70145325e-02 -6.79927473e-02 -1.47597407e-01
1.42065531e-01 -8.20718829e-02]
[ -1.25150726e-01 1.65316651e-01 2.53878284e-01 -3.58477658e-02
1.89026475e-01 9.49269587e-02 -1.87860699e-02 -2.98157692e-01
-1.33585071e-01 -6.72038689e-02]
[ -3.54005348e-01 1.16988754e-01 8.87200816e-03 -3.16344964e-02
1.19734242e-01 -1.66795973e-01 -6.18675147e-02 2.35674892e-01
-9.91837298e-02 8.33476349e-02]
[ 1.45685478e-01 1.24232482e-01 -2.42374384e-01 -1.01537183e-01
1.10649551e-01 -2.87425587e-01 -2.46057622e-04 -1.67736376e-01
-1.14783315e-02 -1.92750684e-01]
[ 2.06407042e-01 -1.37272442e-01 5.81832844e-02 -2.96123822e-02
4.39155604e-02 -2.67895657e-02 -2.29432831e-02 -1.36520129e-01
1.04200793e-01 -1.82802712e-01]
[ -1.02418851e-01 -5.59925762e-03 1.21156352e-01 1.12989300e-01
-1.43597071e-02 -1.11806495e-01 2.21615883e-01 -7.66247571e-02
1.86852258e-01 1.58114795e-03]
[ 2.93856737e-02 -8.36694140e-02 2.19681751e-01 -2.09016855e-01
4.51878491e-02 1.02900978e-01 -3.51448650e-02 -1.12098902e-01
4.24620209e-02 2.71601399e-01]]
[[ 0.3737541 ]
[ 1.05595777]
[ 0.17794444]
[ 0.54837049]
[-1.88754148]
[-0.24613424]
[-1.20881872]
[-0.02771527]
[ 0.41369013]
[ 0.61119799]]
Progress: 10.7% ... Training loss: 0.410 ... Validation loss: 0.680[[ 1.54597155e-01 2.82635929e-01 -1.18115894e-01 1.00729051e-01
-5.98692778e-01 -6.46684193e-02 -1.17962237e-01 1.25906388e-01
-9.56021770e-02 2.08602001e-01]
[ 1.96839007e-02 1.84761182e-01 -1.78064967e-02 4.49207668e-02
7.91892233e-02 -7.86831623e-03 2.84249970e-01 4.13483616e-02
1.42705626e-01 -2.21195233e-02]
[ 2.10552243e-01 4.30598062e-01 3.94582429e-02 1.54356658e-01
-3.47942496e-02 -7.52763650e-02 -5.64131525e-01 -3.19479124e-02
1.27062855e-01 3.99428412e-01]
[ -4.82526546e-02 -3.75385955e-01 -2.54903536e-01 -2.85148325e-02
1.57073663e-01 1.81626441e-01 2.22669656e-01 5.56293820e-02
-8.87467019e-03 2.67486598e-02]
[ -1.38035106e-03 2.18060461e-01 -1.47216727e-01 4.65097523e-02
1.05559564e-01 -1.79198951e-01 -1.07529884e-02 -1.19768103e-01
-1.95066870e-01 5.07137335e-02]
[ -3.45590156e-01 -2.62007378e-01 -2.86175900e-01 1.42694686e-01
1.34891677e-01 5.23683955e-02 -2.65474885e-02 -3.45745886e-02
-1.00855270e-02 3.65185151e-02]
[ -2.04561759e-03 -1.21608531e-01 1.07472251e-02 1.02785343e-01
-9.93477359e-02 -7.29953262e-02 1.54110079e-01 -1.88376007e-01
1.83755075e-01 4.76976901e-02]
[ 1.08725021e-01 -2.01719384e-01 2.84127537e-02 -7.71235741e-02
2.01305859e-01 -3.85816580e-02 3.37761433e-02 1.24055629e-01
5.79090035e-02 -1.80665244e-02]
[ -1.45821808e-01 6.11823866e-03 -2.95729657e-01 1.38252426e-02
-1.49417118e-01 5.81011843e-02 -3.09873374e-01 -2.63954474e-02
2.85767101e-01 -8.11991732e-02]
[ 5.13946643e-02 -1.99880245e-01 8.15436393e-02 1.02886864e-02
1.76851040e-01 -9.51000881e-02 7.63613001e-03 -9.61126560e-02
-2.28225794e-02 1.38312613e-01]
[ -7.72121801e-02 1.26015523e-01 -1.23380581e-03 -1.59527849e-01
8.79275692e-03 2.71292670e-02 5.99983068e-02 -1.01309005e-01
-2.42402548e-02 -1.21915490e-01]
[ -6.65509841e-02 8.78077822e-02 -5.11134153e-02 4.62952214e-02
1.73169790e-01 8.05071129e-02 -1.25065870e-01 -1.40060123e-02
-1.24040117e-01 -1.41865346e-01]
[ -1.55520737e-01 7.45530492e-03 6.26819126e-02 2.38920587e-02
-1.77609532e-01 -2.20536702e-01 -1.82181929e-01 -1.96914816e-01
8.88692226e-02 1.76555084e-01]
[ -2.03195822e-01 -9.74494071e-02 1.24943411e-01 2.83452082e-01
-1.74384715e-01 -8.79545610e-02 -1.64936993e-01 -2.54633188e-01
-1.97337022e-01 2.55783335e-02]
[ 1.13443259e-01 -3.89208243e-02 -2.00780028e-02 1.08306673e-01
-3.20087541e-04 -7.89630517e-02 1.02597147e-01 4.54062021e-03
2.39318213e-02 1.68172064e-02]
[ 3.17457233e-02 -3.67093809e-02 -2.13396910e-01 1.39271456e-01
-4.99538112e-02 9.22624231e-02 -8.63514144e-02 -1.99258487e-02
-1.02683668e-01 -9.35842764e-03]
[ -1.32809697e-01 -6.61832175e-02 -2.09193288e-01 1.41501690e-01
2.07267159e-03 1.40504868e-01 2.94773994e-02 -2.50171238e-01
5.45727933e-02 -2.16041673e-01]
[ -6.60283953e-02 -1.63428045e-02 2.78506905e-01 1.06332490e-01
9.08501552e-02 -6.47907344e-02 -1.50479181e-01 1.21378862e-01
7.38777505e-02 4.23771710e-02]
[ 4.63617550e-02 -9.60279444e-03 8.45929862e-02 8.28655173e-02
9.86421030e-02 -1.71457478e-02 2.63456302e-01 1.20356078e-01
-4.37478184e-02 -6.92311163e-02]
[ -2.34468675e-03 -1.67704623e-01 -2.94380490e-01 -6.00436883e-02
2.82515628e-01 -8.60967963e-02 1.92266556e-01 1.64393701e-01
9.68316807e-02 -3.99247404e-02]
[ 4.85632162e-02 1.42864908e-02 -1.21756131e-01 3.52320990e-02
-6.70806586e-02 3.29331132e-01 2.50545124e-01 2.06118576e-01
-1.73072801e-01 -5.88888111e-02]
[ 1.89544906e-02 1.98343058e-02 1.27592134e-01 1.25293632e-01
-7.99794046e-02 1.00666307e-01 -2.32039805e-01 -3.92832709e-02
2.21337025e-01 1.06747738e-01]
[ 1.04048440e-01 7.34702151e-02 -5.14778155e-02 -1.10309879e-01
-9.87084022e-02 -3.27611148e-01 1.09886773e-01 8.59549950e-03
1.36924835e-01 8.44132727e-02]
[ -9.64076315e-02 2.67563864e-02 -1.44964523e-02 2.52353624e-02
2.07501966e-03 -2.03411625e-01 -9.78905706e-02 -1.95313619e-02
1.61089605e-02 1.32342253e-01]
[ -1.27116528e-01 -6.84096818e-03 -1.89496360e-01 1.96195638e-02
-3.21116084e-01 -1.26866233e-02 -6.89791472e-02 -2.23834095e-02
2.15256592e-02 8.97484094e-02]
[ 1.35370116e-02 6.20926441e-02 -5.32576255e-02 -6.57570087e-02
3.31839286e-01 2.53498613e-01 3.98042754e-01 1.14648768e-01
-1.34178658e-01 -3.03382493e-01]
[ 3.71159237e-02 -1.97320389e-01 -3.32806192e-03 3.20860022e-03
4.20386479e-01 7.31195441e-02 3.27660999e-01 9.32203279e-02
8.62753886e-02 -2.94340724e-01]
[ 5.23134785e-02 -2.78324233e-01 -2.28323257e-02 -4.91985855e-02
4.91457827e-01 2.44258573e-03 3.26301982e-01 4.99978190e-02
-3.16948397e-01 -1.51879594e-01]
[ -1.05407480e-01 -3.95289584e-01 2.10121593e-02 -1.14657624e-01
4.91571381e-01 -1.21833578e-01 4.09947386e-01 -8.01421385e-02
-4.05309300e-04 1.67312845e-01]
[ -2.37072035e-01 -2.25828193e-01 7.89576103e-02 1.95109749e-02
7.17969955e-01 1.18332137e-01 2.41227720e-01 4.97805883e-02
-3.73967111e-02 -6.45481379e-02]
[ -1.19869797e-01 -6.03394888e-02 2.88711785e-01 -1.30120505e-01
3.09679984e-01 -8.42903570e-02 4.32799462e-01 1.66546278e-02
-1.68801141e-01 8.62179088e-02]
[ -7.85590691e-02 -7.65933514e-02 -1.56955368e-01 -3.18255402e-02
2.71514205e-01 -2.53959187e-01 2.39796886e-02 1.71771449e-01
4.27061244e-02 -4.69335328e-02]
[ 1.03108369e-01 2.02372871e-01 1.59141927e-01 -1.05966220e-01
-2.62837971e-02 5.66859118e-02 -1.07129404e-01 2.85004271e-01
6.23332339e-02 1.55286155e-01]
[ 3.06371690e-01 1.97472654e-01 -1.04282235e-01 2.57807559e-01
-7.64832905e-01 -2.65818651e-01 -3.44490670e-01 1.77724929e-01
3.34252675e-01 -1.08816580e-01]
[ 5.21009062e-02 1.57747941e-01 2.54500456e-01 2.57943507e-01
-7.64821092e-02 -1.96535976e-01 -1.86350816e-01 -1.31755938e-01
-1.34271360e-01 -2.78619797e-01]
[ 3.97550810e-02 -6.50122043e-03 -1.10012804e-01 -3.05833423e-02
1.82614045e-01 3.41776812e-02 -5.26681366e-02 -1.83239084e-01
5.29028392e-02 2.32470007e-01]
[ -1.04293490e-02 -8.07988159e-02 -7.12986872e-02 -6.66164552e-02
3.75547290e-02 -1.68549936e-01 1.18060478e-01 9.69860985e-03
2.58759237e-02 -6.55097080e-03]
[ 1.05312694e-02 1.41702703e-02 2.36814775e-01 4.79373933e-02
-1.43913211e-01 -1.23269868e-01 1.71637852e-01 3.95254094e-02
-2.06512829e-01 8.61607239e-02]
[ 4.40092781e-02 -4.35528392e-02 9.55228379e-02 -3.20792078e-02
-1.14712124e-01 8.49012080e-02 1.46524347e-01 -2.71702790e-01
-4.75009009e-02 -1.26783715e-01]
[ -3.37167579e-02 2.19786190e-02 7.43363295e-02 -6.24035565e-02
7.08820061e-02 1.93877343e-01 1.64078495e-01 1.17672691e-01
-4.57955266e-02 1.46825252e-01]
[ 2.19130541e-01 5.09749959e-02 2.83156865e-02 7.92791334e-02
6.42152029e-02 -2.01352742e-02 -1.46793577e-01 1.48059466e-01
-5.58205185e-02 -1.87956469e-02]
[ -5.00600883e-03 -1.41990418e-01 -5.64795675e-03 -2.78851722e-02
-1.94086374e-01 -9.78107743e-02 -7.60311162e-02 3.99205165e-02
6.85999832e-02 1.29494472e-01]
[ -6.59368480e-02 3.52189220e-01 6.70562635e-02 2.60826679e-01
-6.48528364e-01 -2.55030148e-01 -4.23207279e-01 -7.61685468e-02
1.62306969e-01 1.87867455e-01]
[ 9.90179954e-02 3.71384437e-01 2.09269505e-02 2.99825078e-01
-4.81910379e-01 -3.92383561e-02 -2.69264513e-01 1.48328681e-01
1.04770702e-01 3.85435210e-01]
[ 2.29464284e-01 2.17606277e-01 2.29004510e-01 9.16545210e-02
-2.37205246e-01 1.00794270e-01 -1.16382468e-01 1.62118910e-01
1.97424143e-01 2.62051891e-02]
[ -9.02446042e-02 1.71168976e-01 2.33135163e-01 -1.07670001e-02
4.75072463e-02 1.41062138e-01 -4.60263731e-02 -1.53793811e-02
-5.43899411e-02 2.50987631e-02]
[ -1.00468894e-01 -1.58771815e-02 2.33442459e-02 8.59594642e-02
-3.05879556e-02 1.19075939e-01 2.67950551e-01 2.03037983e-02
-2.80431248e-01 -9.94192463e-02]
[ -1.98459002e-01 3.87456648e-02 -8.30227113e-02 -3.14753878e-01
8.56841802e-02 1.09356303e-01 3.95767116e-02 1.04180087e-01
-1.85606668e-01 6.28261826e-02]
[ 5.57100920e-02 -2.40274649e-01 -1.04891167e-01 -9.65405937e-02
1.64240524e-01 3.03376516e-03 3.49946908e-02 1.54302156e-01
-1.14601447e-01 -1.49868222e-01]
[ 1.61059911e-01 -1.03357236e-01 -1.32774607e-01 1.14845851e-02
1.09291560e-01 -6.71646244e-02 -6.85426531e-02 -1.47612512e-01
1.42296173e-01 -8.17760710e-02]
[ -1.24467104e-01 1.66683529e-01 2.54218232e-01 -3.48584904e-02
1.85824532e-01 9.44677979e-02 -2.04976250e-02 -2.98211121e-01
-1.32796117e-01 -6.62333389e-02]
[ -3.53342702e-01 1.18889597e-01 9.18151350e-03 -3.07516144e-02
1.16974571e-01 -1.67199201e-01 -6.38005658e-02 2.35627565e-01
-9.84709718e-02 8.43502817e-02]
[ 1.46059972e-01 1.25021343e-01 -2.42193100e-01 -1.00985850e-01
1.08756437e-01 -2.87671444e-01 -1.25278743e-03 -1.67765429e-01
-1.10554458e-02 -1.92169894e-01]
[ 2.06502800e-01 -1.37177757e-01 5.82299580e-02 -2.94565669e-02
4.35556723e-02 -2.68541344e-02 -2.29943960e-02 -1.36529634e-01
1.04311749e-01 -1.82685152e-01]
[ -1.02625970e-01 -6.14074363e-03 1.21046931e-01 1.12682194e-01
-1.31941088e-02 -1.11679490e-01 2.22377259e-01 -7.66086835e-02
1.86604755e-01 1.27760892e-03]
[ 2.86651405e-02 -8.56871969e-02 2.19346761e-01 -2.10104508e-01
4.87586786e-02 1.03386496e-01 -3.29904602e-02 -1.12042437e-01
4.16708055e-02 2.70550438e-01]]
[[ 0.37950829]
[ 1.06121162]
[ 0.18414729]
[ 0.5561449 ]
[-1.88408466]
[-0.24009111]
[-1.20425406]
[-0.02097331]
[ 0.41946286]
[ 0.6176414 ]]
Progress: 10.7% ... Training loss: 0.407 ... Validation loss: 0.674[[ 1.56031382e-01 2.86213352e-01 -1.17289932e-01 1.03020957e-01
-6.03781241e-01 -6.56273283e-02 -1.21044814e-01 1.25815416e-01
-9.38875572e-02 2.10584986e-01]
[ 1.97143589e-02 1.84831318e-01 -1.77899459e-02 4.49716426e-02
7.90243493e-02 -7.88984036e-03 2.84162728e-01 4.13464386e-02
1.42744020e-01 -2.20660015e-02]
[ 2.12533354e-01 4.35831166e-01 4.05522558e-02 1.57395570e-01
-4.38210774e-02 -7.65144014e-02 -5.69361400e-01 -3.20655772e-02
1.29269666e-01 4.02175620e-01]
[ -4.94770495e-02 -3.78484172e-01 -2.55591700e-01 -3.03810133e-02
1.63062004e-01 1.82418329e-01 2.25617182e-01 5.57070182e-02
-1.04579990e-02 2.50708725e-02]
[ -1.05916168e-04 2.20132475e-01 -1.46543694e-01 4.83759473e-02
9.68038618e-02 -1.79994240e-01 -1.36353702e-02 -1.19844058e-01
-1.93233030e-01 5.22340741e-02]
[ -3.45394365e-01 -2.61701433e-01 -2.86050290e-01 1.43092059e-01
1.33809501e-01 5.21781575e-02 -2.71095487e-02 -3.45894903e-02
-9.72428886e-03 3.68816580e-02]
[ -2.08834054e-03 -1.22266325e-01 1.07348940e-02 1.02623434e-01
-9.84296800e-02 -7.29132105e-02 1.54635509e-01 -1.88370010e-01
1.83718955e-01 4.74903025e-02]
[ 1.09807832e-01 -1.98672270e-01 2.90520719e-02 -7.52986147e-02
1.95721477e-01 -3.93436499e-02 3.10006261e-02 1.23985306e-01
5.92930375e-02 -1.64706935e-02]
[ -1.45563175e-01 6.83666248e-03 -2.95585385e-01 1.42209136e-02
-1.49408405e-01 5.79426263e-02 -3.10217257e-01 -2.64105915e-02
2.85923238e-01 -8.08889961e-02]
[ 5.30540059e-02 -1.95444479e-01 8.24927174e-02 1.29139589e-02
1.69455619e-01 -9.62023709e-02 3.60336741e-03 -9.62151559e-02
-2.08514939e-02 1.40703346e-01]
[ -7.77063546e-02 1.24269442e-01 -1.45400419e-03 -1.60252625e-01
1.21794037e-02 2.74346140e-02 6.17924905e-02 -1.01279847e-01
-2.47545859e-02 -1.22772287e-01]
[ -6.62216402e-02 8.85317859e-02 -5.09454249e-02 4.68508184e-02
1.71438775e-01 8.02753764e-02 -1.25983321e-01 -1.40270420e-02
-1.23631582e-01 -1.41337519e-01]
[ -1.55520737e-01 7.45530492e-03 6.26819126e-02 2.38920587e-02
-1.77609532e-01 -2.20536702e-01 -1.82181929e-01 -1.96914816e-01
8.88692226e-02 1.76555084e-01]
[ -2.03218404e-01 -9.75833073e-02 1.24945954e-01 2.83463257e-01
-1.74243459e-01 -8.79833719e-02 -1.64899541e-01 -2.54634729e-01
-1.97269580e-01 2.55535439e-02]
[ 1.13928562e-01 -3.76205884e-02 -1.98425342e-02 1.09046425e-01
-2.77757823e-03 -7.92796746e-02 1.01088079e-01 4.51364303e-03
2.44795890e-02 1.76052949e-02]
[ 3.14420123e-02 -3.76617021e-02 -2.13524575e-01 1.38846930e-01
-4.84901037e-02 9.24479136e-02 -8.53219328e-02 -1.99099537e-02
-1.02985918e-01 -9.83975501e-03]
[ -1.32822012e-01 -6.61872059e-02 -2.09193337e-01 1.41453027e-01
2.18074327e-03 1.40515621e-01 2.95521589e-02 -2.50168535e-01
5.45518383e-02 -2.16084905e-01]
[ -6.54360143e-02 -1.52704747e-02 2.78782985e-01 1.07136913e-01
8.85469267e-02 -6.51082134e-02 -1.51977945e-01 1.21348161e-01
7.45430925e-02 4.32280487e-02]
[ 4.54708215e-02 -1.20915100e-02 8.41774967e-02 8.15570050e-02
1.03000078e-01 -1.65902375e-02 2.66152228e-01 1.20404092e-01
-4.47239743e-02 -7.06614591e-02]
[ -2.73819304e-03 -1.68800732e-01 -2.94578317e-01 -6.06544139e-02
2.84334054e-01 -8.58360182e-02 1.93580575e-01 1.64415762e-01
9.63860058e-02 -4.05731547e-02]
[ 4.93802455e-02 1.65907009e-02 -1.21283284e-01 3.66021261e-02
-7.10484174e-02 3.28744555e-01 2.47930194e-01 2.06066655e-01
-1.72064122e-01 -5.74993687e-02]
[ 1.99513985e-02 2.25232165e-02 1.28112960e-01 1.26867766e-01
-8.46937576e-02 1.00013884e-01 -2.34077285e-01 -3.93420759e-02
2.22518741e-01 1.08023226e-01]
[ 1.04350437e-01 7.43428563e-02 -5.13126230e-02 -1.09859283e-01
-9.91942017e-02 -3.27784035e-01 1.09017317e-01 8.57847992e-03
1.37132104e-01 8.49238104e-02]
[ -9.67649382e-02 2.58114076e-02 -1.46738274e-02 2.46964476e-02
3.84275763e-03 -2.03188301e-01 -9.67605407e-02 -1.95109912e-02
1.57095145e-02 1.31743609e-01]
[ -1.26835281e-01 -6.04559473e-03 -1.89354042e-01 2.00568926e-02
-3.22584417e-01 -1.28763503e-02 -6.98871473e-02 -2.23998584e-02
2.18572171e-02 9.02224879e-02]
[ 1.33211255e-02 6.14245187e-02 -5.33664961e-02 -6.60900546e-02
3.32958118e-01 2.53640637e-01 3.98789063e-01 1.14660942e-01
-1.34423754e-01 -3.03759803e-01]
[ 3.60855593e-02 -2.00099929e-01 -3.81418134e-03 1.69768509e-03
4.25328612e-01 7.37659833e-02 3.30890876e-01 9.32763852e-02
8.51485893e-02 -2.96002272e-01]
[ 5.18411596e-02 -2.79609736e-01 -2.30686002e-02 -4.99057182e-02
4.93714978e-01 2.74150483e-03 3.27829565e-01 5.00239988e-02
-3.17462532e-01 -1.52656211e-01]
[ -1.05634751e-01 -3.96095732e-01 2.09133928e-02 -1.14967579e-01
4.92602372e-01 -1.21700552e-01 4.10791181e-01 -8.01301913e-02
-6.32878800e-04 1.67039137e-01]
[ -2.37164216e-01 -2.26085918e-01 7.89247435e-02 1.94178812e-02
7.18413133e-01 1.18374819e-01 2.41488104e-01 4.97841382e-02
-3.74689051e-02 -6.46830524e-02]
[ -1.20516106e-01 -6.20393575e-02 2.88397527e-01 -1.31070153e-01
3.12877319e-01 -8.39239263e-02 4.34858318e-01 1.66877845e-02
-1.69472764e-01 8.51663045e-02]
[ -7.90287657e-02 -7.78313453e-02 -1.57195282e-01 -3.25308324e-02
2.73925327e-01 -2.53656298e-01 2.55022706e-02 1.71797478e-01
4.21961032e-02 -4.76974706e-02]
[ 1.03305471e-01 2.02876608e-01 1.59246137e-01 -1.05681289e-01
-2.72701018e-02 5.65625024e-02 -1.07665548e-01 2.84995291e-01
6.25462685e-02 1.55537748e-01]
[ 3.07157857e-01 1.99843890e-01 -1.03870336e-01 2.59006963e-01
-7.67263352e-01 -2.66330317e-01 -3.46983216e-01 1.77680798e-01
3.34990927e-01 -1.07471057e-01]
[ 5.21676070e-02 1.57934512e-01 2.54530510e-01 2.58025770e-01
-7.67805226e-02 -1.96569373e-01 -1.86563108e-01 -1.31759024e-01
-1.34208873e-01 -2.78533729e-01]
[ 3.96411981e-02 -6.84698231e-03 -1.10070871e-01 -3.07543412e-02
1.83190431e-01 3.42532812e-02 -5.22984374e-02 -1.83232373e-01
5.27833265e-02 2.32270068e-01]
[ -1.05094644e-02 -8.10212392e-02 -7.13372262e-02 -6.67336442e-02
3.79413183e-02 -1.68499843e-01 1.18300598e-01 9.70290315e-03
2.57872433e-02 -6.67930597e-03]
[ 1.06224036e-02 1.43290530e-02 2.36886142e-01 4.81214061e-02
-1.44527713e-01 -1.23349821e-01 1.71327304e-01 3.95177564e-02
-2.06365928e-01 8.63032566e-02]
[ 4.49405137e-02 -4.08950920e-02 9.59904976e-02 -3.06352160e-02
-1.19456155e-01 8.42869209e-02 1.43630630e-01 -2.71751912e-01
-4.64189393e-02 -1.25239821e-01]
[ -3.35949085e-02 2.22861208e-02 7.43965924e-02 -6.22181571e-02
7.02513578e-02 1.93793509e-01 1.63719546e-01 1.17665098e-01
-4.56518596e-02 1.46994682e-01]
[ 2.18948502e-01 5.04395177e-02 2.82501257e-02 7.90265731e-02
6.50133629e-02 -2.00244158e-02 -1.46305335e-01 1.48067693e-01
-5.60004951e-02 -1.90671929e-02]
[ -3.40544021e-03 -1.37718749e-01 -4.85258463e-03 -2.54683971e-02
-2.01635071e-01 -9.88019422e-02 -8.02694394e-02 3.98291370e-02
7.04137090e-02 1.31723762e-01]
[ -6.50294011e-02 3.54129827e-01 6.75102489e-02 2.62135280e-01
-6.52436580e-01 -2.55567973e-01 -4.25587725e-01 -7.62186210e-02
1.63341929e-01 1.89293236e-01]
[ 9.92988060e-02 3.72196375e-01 2.10724435e-02 3.00256802e-01
-4.83335957e-01 -3.94335167e-02 -2.70162212e-01 1.48312246e-01
1.05100174e-01 3.85866488e-01]
[ 2.29595961e-01 2.17905071e-01 2.29069452e-01 9.18400699e-02
-2.37868216e-01 1.00719577e-01 -1.16795671e-01 1.62111509e-01
1.97573896e-01 2.64075486e-02]
[ -9.03846684e-02 1.70800066e-01 2.33075035e-01 -1.09664690e-02
4.80849148e-02 1.41147531e-01 -4.55825569e-02 -1.53728733e-02
-5.45489414e-02 2.48798384e-02]
[ -1.00468894e-01 -1.58771815e-02 2.33442459e-02 8.59594642e-02
-3.05879556e-02 1.19075939e-01 2.67950551e-01 2.03037983e-02
-2.80431248e-01 -9.94192463e-02]
[ -1.98383702e-01 3.89242949e-02 -8.29831657e-02 -3.14638754e-01
8.53231382e-02 1.09306050e-01 3.93331726e-02 1.04175574e-01
-1.85517308e-01 6.29536825e-02]
[ 5.56847378e-02 -2.40340698e-01 -1.04899722e-01 -9.65729749e-02
1.64372038e-01 3.04638393e-03 3.50848035e-02 1.54303320e-01
-1.14625121e-01 -1.49903324e-01]
[ 1.61175290e-01 -1.03180305e-01 -1.32623051e-01 1.18391760e-02
1.08385000e-01 -6.73040456e-02 -6.84559468e-02 -1.47629282e-01
1.42631941e-01 -8.16077869e-02]
[ -1.24152021e-01 1.67041010e-01 2.54365141e-01 -3.44294282e-02
1.84677278e-01 9.42950780e-02 -2.12436185e-02 -2.98227437e-01
-1.32439511e-01 -6.57495703e-02]
[ -3.53774283e-01 1.17746052e-01 8.98019327e-03 -3.13902168e-02
1.18870345e-01 -1.66918205e-01 -6.25561877e-02 2.35652063e-01
-9.89329801e-02 8.36320728e-02]
[ 1.45439715e-01 1.23320288e-01 -2.42492868e-01 -1.01867567e-01
1.11845184e-01 -2.87341147e-01 7.62163480e-04 -1.67734610e-01
-1.16820069e-02 -1.93186272e-01]
[ 2.06588695e-01 -1.36988185e-01 5.82793367e-02 -2.93177806e-02
4.31826501e-02 -2.69156075e-02 -2.32082669e-02 -1.36535572e-01
1.04431819e-01 -1.82570543e-01]
[ -1.01442630e-01 -2.87838037e-03 1.21653568e-01 1.14435280e-01
-1.74005026e-02 -1.12409209e-01 2.18719419e-01 -7.66742309e-02
1.87777713e-01 3.21879582e-03]
[ 2.95117936e-02 -8.34152559e-02 2.19790240e-01 -2.08803620e-01
4.46675982e-02 1.02849865e-01 -3.48748208e-02 -1.12087554e-01
4.26392622e-02 2.71638940e-01]]
[[ 0.39262756]
[ 1.07676138]
[ 0.19625148]
[ 0.56974041]
[-1.88430364]
[-0.23256775]
[-1.20340353]
[-0.01271253]
[ 0.43211728]
[ 0.63396098]]
Progress: 10.8% ... Training loss: 0.405 ... Validation loss: 0.664[[ 1.54837559e-01 2.82735280e-01 -1.17868405e-01 1.01208591e-01
-5.97262920e-01 -6.49069006e-02 -1.16682902e-01 1.25849342e-01
-9.51567615e-02 2.08417526e-01]
[ 1.93936994e-02 1.83961079e-01 -1.79260996e-02 4.46002824e-02
8.01959747e-02 -7.71029290e-03 2.85123380e-01 4.13544330e-02
1.42430970e-01 -2.25342214e-02]
[ 2.11050562e-01 4.32392034e-01 3.98846164e-02 1.55140361e-01
-3.65359644e-02 -7.56159743e-02 -5.65124575e-01 -3.20212749e-02
1.27556582e-01 3.99655695e-01]
[ -4.96896605e-02 -3.79084243e-01 -2.55719626e-01 -3.05727050e-02
1.62668217e-01 1.82596082e-01 2.26330676e-01 5.57151476e-02
-1.06331609e-02 2.52053831e-02]
[ -9.70068988e-04 2.18578016e-01 -1.47019719e-01 4.71316545e-02
1.00684093e-01 -1.79507979e-01 -1.18868681e-02 -1.19817161e-01
-1.94254665e-01 5.07698395e-02]
[ -3.44695287e-01 -2.60137804e-01 -2.85661560e-01 1.44145666e-01
1.30960577e-01 5.17360273e-02 -2.87922320e-02 -3.46148472e-02
-8.87683281e-03 3.79757695e-02]
[ -3.53959320e-03 -1.25895356e-01 9.98243619e-03 1.00490376e-01
-9.15604986e-02 -7.20721115e-02 1.59198256e-01 -1.88327288e-01
1.82105486e-01 4.51336309e-02]
[ 1.08681270e-01 -2.01534649e-01 2.85426522e-02 -7.69633410e-02
2.00933999e-01 -3.87046403e-02 3.42869451e-02 1.24019062e-01
5.80459187e-02 -1.82533795e-02]
[ -1.46163613e-01 5.15546932e-03 -2.95897583e-01 1.33089679e-02
-1.46570748e-01 5.83051650e-02 -3.08374347e-01 -2.63909228e-02
2.85234163e-01 -8.18976802e-02]
[ 5.10315362e-02 -2.00777377e-01 8.15269765e-02 9.86197205e-03
1.79538861e-01 -9.50347460e-02 1.00378766e-02 -9.61555588e-02
-2.31042600e-02 1.37258258e-01]
[ -7.79577469e-02 1.23576001e-01 -1.57894741e-03 -1.60542596e-01
1.32593799e-02 2.75380521e-02 6.27078587e-02 -1.01275080e-01
-2.49702051e-02 -1.23085328e-01]
[ -6.64269523e-02 8.79491511e-02 -5.10400868e-02 4.65366542e-02
1.72345993e-01 8.04048304e-02 -1.25323906e-01 -1.40206157e-02
-1.23865403e-01 -1.41633320e-01]
[ -1.55520737e-01 7.45530492e-03 6.26819126e-02 2.38920587e-02
-1.77609532e-01 -2.20536702e-01 -1.82181929e-01 -1.96914816e-01
8.88692226e-02 1.76555084e-01]
[ -2.03307208e-01 -9.78859706e-02 1.24916259e-01 2.83371246e-01
-1.73925034e-01 -8.79426127e-02 -1.64655869e-01 -2.54632844e-01
-1.97340914e-01 2.54397219e-02]
[ 1.14208442e-01 -3.69947949e-02 -1.96867267e-02 1.09513266e-01
-4.23209804e-03 -7.94637257e-02 1.00333094e-01 4.50328693e-03
2.48346086e-02 1.80831759e-02]
[ 3.21551744e-02 -3.58654932e-02 -2.13185917e-01 1.39818203e-01
-5.11551744e-02 9.20108541e-02 -8.70331348e-02 -1.99336349e-02
-1.02184887e-01 -8.78577914e-03]
[ -1.33775036e-01 -6.86077166e-02 -2.09671297e-01 1.40085274e-01
6.63042386e-03 1.41067696e-01 3.23927238e-02 -2.50140737e-01
5.34958928e-02 -2.17600406e-01]
[ -6.56459636e-02 -1.56928466e-02 2.78676441e-01 1.06800770e-01
8.95028679e-02 -6.49783718e-02 -1.51300377e-01 1.21354005e-01
7.42918970e-02 4.28457806e-02]
[ 4.48025191e-02 -1.38423790e-02 8.38408317e-02 8.05776000e-02
1.06230419e-01 -1.61873943e-02 2.68236069e-01 1.20425686e-01
-4.54630111e-02 -7.16930648e-02]
[ -2.95131962e-03 -1.69524317e-01 -2.94667202e-01 -6.09393744e-02
2.85157712e-01 -8.57185698e-02 1.94186337e-01 1.64421777e-01
9.61619893e-02 -4.09946803e-02]
[ 4.89787937e-02 1.56986408e-02 -1.21473139e-01 3.60315720e-02
-6.92009797e-02 3.28963380e-01 2.48928793e-01 2.06078879e-01
-1.72500588e-01 -5.80156332e-02]
[ 1.93749017e-02 2.10108146e-02 1.27855649e-01 1.25967373e-01
-8.18414650e-02 1.00353831e-01 -2.32192189e-01 -3.93246062e-02
2.21868656e-01 1.07036626e-01]
[ 1.04289891e-01 7.42154383e-02 -5.13427400e-02 -1.09946635e-01
-9.89115097e-02 -3.27747979e-01 1.09184628e-01 8.58035195e-03
1.37067658e-01 8.48263800e-02]
[ -9.69009192e-02 2.53975624e-02 -1.47529121e-02 2.44814673e-02
4.43123916e-03 -2.03108026e-01 -9.63245443e-02 -1.95065541e-02
1.55407764e-02 1.31509679e-01]
[ -1.26999816e-01 -6.51084571e-03 -1.89437737e-01 1.97962088e-02
-3.21743340e-01 -1.27727939e-02 -6.93500769e-02 -2.23941707e-02
2.16602229e-02 8.99356491e-02]
[ 1.28019555e-02 5.99724971e-02 -5.36312387e-02 -6.68659140e-02
3.35424713e-01 2.53955154e-01 4.00417373e-01 1.14678079e-01
-1.35006471e-01 -3.04601998e-01]
[ 3.51923838e-02 -2.02434194e-01 -4.26412906e-03 4.16332486e-04
4.29509018e-01 7.42929484e-02 3.33637361e-01 9.33042760e-02
8.41662408e-02 -2.97453136e-01]
[ 5.14998412e-02 -2.80493921e-01 -2.32416890e-02 -5.04175143e-02
4.95337742e-01 2.94790352e-03 3.28900782e-01 5.00354349e-02
-3.17847991e-01 -1.53194406e-01]
[ -1.06164570e-01 -3.97381767e-01 2.06466725e-02 -1.15749048e-01
4.95038752e-01 -1.21381543e-01 4.12401601e-01 -8.01128645e-02
-1.20349383e-03 1.66284460e-01]
[ -2.37439862e-01 -2.26842781e-01 7.87831431e-02 1.90011635e-02
7.19582140e-01 1.18543155e-01 2.42350585e-01 4.97932434e-02
-3.77867014e-02 -6.51442765e-02]
[ -1.20909371e-01 -6.30463718e-02 2.88208085e-01 -1.31643202e-01
3.14638746e-01 -8.36906935e-02 4.36032505e-01 1.67001694e-02
-1.69900894e-01 8.45502641e-02]
[ -7.92801368e-02 -7.85161302e-02 -1.57322442e-01 -3.29105939e-02
2.75180070e-01 -2.53502325e-01 2.62636438e-02 1.71805670e-01
4.19444692e-02 -4.81078232e-02]
[ 1.03386688e-01 2.03135494e-01 1.59287067e-01 -1.05555182e-01
-2.76262821e-02 5.65047105e-02 -1.07927038e-01 2.84992174e-01
6.26441119e-02 1.55697927e-01]
[ 3.07835738e-01 2.01729581e-01 -1.03514702e-01 2.60007176e-01
-7.70373750e-01 -2.66750936e-01 -3.49003174e-01 1.77657679e-01
3.35728125e-01 -1.06338810e-01]
[ 5.18983416e-02 1.57269744e-01 2.54400083e-01 2.57647946e-01
-7.55731231e-02 -1.96427523e-01 -1.85861575e-01 -1.31750438e-01
-1.34501753e-01 -2.78967483e-01]
[ 3.94666643e-02 -7.32340535e-03 -1.10158946e-01 -3.10086446e-02
1.84019420e-01 3.43578952e-02 -5.17590864e-02 -1.83227122e-01
5.25889339e-02 2.32001374e-01]
[ -1.03138379e-02 -8.05426137e-02 -7.12531927e-02 -6.64056733e-02
3.68958970e-02 -1.68649904e-01 1.17880721e-01 9.69502961e-03
2.60172434e-02 -6.32237200e-03]
[ 1.06010928e-02 1.42555056e-02 2.36889936e-01 4.81103862e-02
-1.44454794e-01 -1.23335681e-01 1.71361128e-01 3.95179915e-02
-2.06384227e-01 8.62351134e-02]
[ 4.49274799e-02 -4.08956904e-02 9.60014964e-02 -3.06090047e-02
-1.19506353e-01 8.42721717e-02 1.43590787e-01 -2.71753416e-01
-4.64020898e-02 -1.25219579e-01]
[ -3.33934665e-02 2.27522129e-02 7.45218738e-02 -6.18662329e-02
6.90837894e-02 1.93653626e-01 1.63176926e-01 1.17656149e-01
-4.53975419e-02 1.47251324e-01]
[ 2.18508676e-01 4.94124454e-02 2.79958457e-02 7.82874200e-02
6.74386383e-02 -1.97423367e-02 -1.45262258e-01 1.48084457e-01
-5.65643333e-02 -1.97840461e-02]
[ -3.15581529e-03 -1.37064665e-01 -4.72098404e-03 -2.50991664e-02
-2.02799255e-01 -9.89409966e-02 -8.09944832e-02 3.98207558e-02
7.06996819e-02 1.32080263e-01]
[ -6.50208885e-02 3.54150223e-01 6.75145674e-02 2.62149297e-01
-6.52483022e-01 -2.55573667e-01 -4.25612507e-01 -7.62189291e-02
1.63352524e-01 1.89308850e-01]
[ 1.00075573e-01 3.73996464e-01 2.14825423e-02 3.01286521e-01
-4.86329785e-01 -3.99001749e-02 -2.71954417e-01 1.48285384e-01
1.05973593e-01 3.86895503e-01]
[ 2.29607796e-01 2.17840958e-01 2.29074369e-01 9.18568757e-02
-2.37916628e-01 1.00712307e-01 -1.16784418e-01 1.62111152e-01
1.97589165e-01 2.64266785e-02]
[ -9.01082039e-02 1.71533412e-01 2.33218245e-01 -1.05684793e-02
4.67159408e-02 1.40987362e-01 -4.64542974e-02 -1.53820403e-02
-5.42399230e-02 2.53111374e-02]
[ -1.00727000e-01 -1.65942394e-02 2.32141042e-02 8.55972877e-02
-2.93542071e-02 1.19233550e-01 2.68755425e-01 2.03113428e-02
-2.80729880e-01 -9.97964287e-02]
[ -1.98851032e-01 3.77568836e-02 -8.32145961e-02 -3.15323198e-01
8.75512595e-02 1.09577800e-01 4.06912400e-02 1.04190461e-01
-1.86035552e-01 6.22488193e-02]
[ 5.55733649e-02 -2.40650718e-01 -1.04952830e-01 -9.67403607e-02
1.64906307e-01 3.11437442e-03 3.54452019e-02 1.54307005e-01
-1.14752826e-01 -1.50092018e-01]
[ 1.61182345e-01 -1.03135189e-01 -1.32619009e-01 1.18790151e-02
1.08330667e-01 -6.73224080e-02 -6.82453932e-02 -1.47631453e-01
1.42696729e-01 -8.15955082e-02]
[ -1.25107453e-01 1.64551138e-01 2.53908165e-01 -3.57813953e-02
1.89195625e-01 9.48485377e-02 -1.84512466e-02 -2.98200242e-01
-1.33474456e-01 -6.71924095e-02]
[ -3.54585471e-01 1.15713918e-01 8.57566046e-03 -3.25897462e-02
1.22757745e-01 -1.66467152e-01 -6.01366466e-02 2.35677773e-01
-9.98308597e-02 8.23686988e-02]
[ 1.45230509e-01 1.22457453e-01 -2.42590497e-01 -1.02223296e-01
1.13099114e-01 -2.87225309e-01 1.71959942e-03 -1.67729138e-01
-1.19219301e-02 -1.93661308e-01]
[ 2.06694651e-01 -1.36499261e-01 5.83496173e-02 -2.91539230e-02
4.25570947e-02 -2.69928778e-02 -2.36953574e-02 -1.36539667e-01
1.04530655e-01 -1.82370816e-01]
[ -1.01550236e-01 -3.21038817e-03 1.21609642e-01 1.14231947e-01
-1.66898121e-02 -1.12344403e-01 2.19154691e-01 -7.66719461e-02
1.87655054e-01 2.91583185e-03]
[ 2.90030388e-02 -8.48414198e-02 2.19533634e-01 -2.09552880e-01
4.70475566e-02 1.03160857e-01 -3.31936129e-02 -1.12071158e-01
4.20688394e-02 2.70857218e-01]]
[[ 0.38051535]
[ 1.06482078]
[ 0.18296311]
[ 0.55782034]
[-1.90260137]
[-0.24440256]
[-1.21788668]
[-0.02367189]
[ 0.42058933]
[ 0.62070446]]
Progress: 10.8% ... Training loss: 0.405 ... Validation loss: 0.670[[ 1.57535959e-01 2.88173524e-01 -1.16564183e-01 1.05159112e-01
-6.09913734e-01 -6.65168286e-02 -1.23568521e-01 1.25672960e-01
-9.19316572e-02 2.12077565e-01]
[ 1.95547899e-02 1.84300410e-01 -1.78503545e-02 4.48428623e-02
7.94236809e-02 -7.81597911e-03 2.84710797e-01 4.13442182e-02
1.42601866e-01 -2.23018813e-02]
[ 2.14809847e-01 4.41069343e-01 4.16417179e-02 1.60457291e-01
-5.45057540e-02 -7.78562931e-02 -5.75901353e-01 -3.22520367e-02
1.31727545e-01 4.04807792e-01]
[ -4.99653892e-02 -3.78590635e-01 -2.55842728e-01 -3.07400122e-02
1.62428825e-01 1.82689595e-01 2.25344733e-01 5.57357353e-02
-1.09172750e-02 2.55699039e-02]
[ 2.65587343e-03 2.27078080e-01 -1.45335372e-01 5.24610633e-02
8.35164043e-02 -1.81774349e-01 -2.19304759e-02 -1.20054195e-01
-1.90117731e-01 5.58349502e-02]
[ -3.45016923e-01 -2.61282702e-01 -2.85777677e-01 1.43791362e-01
1.32438258e-01 5.18827337e-02 -2.76201957e-02 -3.46011555e-02
-9.09740535e-03 3.75464238e-02]
[ -2.97016986e-03 -1.25012614e-01 1.02471337e-02 1.01185900e-01
-9.31217528e-02 -7.23546024e-02 1.57956434e-01 -1.88364018e-01
1.82763413e-01 4.58423996e-02]
[ 1.10818460e-01 -1.96756879e-01 2.95674178e-02 -7.37099965e-02
1.89918224e-01 -4.00885597e-02 2.81302620e-02 1.23879876e-01
6.06245873e-02 -1.51661630e-02]
[ -1.45973776e-01 5.44710911e-03 -2.95788511e-01 1.36510774e-02
-1.47324869e-01 5.81897734e-02 -3.08485925e-01 -2.64036027e-02
2.85489404e-01 -8.17299356e-02]
[ 5.28995734e-02 -1.97266232e-01 8.24483330e-02 1.26218361e-02
1.71539274e-01 -9.61814796e-02 5.55699064e-03 -9.62778982e-02
-2.07660199e-02 1.39710860e-01]
[ -7.76216085e-02 1.24327189e-01 -1.43709044e-03 -1.59991966e-01
1.14213709e-02 2.73256814e-02 6.18052074e-02 -1.01300601e-01
-2.45625687e-02 -1.22583459e-01]
[ -6.60563135e-02 8.84940720e-02 -5.08208821e-02 4.71628340e-02
1.70330120e-01 8.01288394e-02 -1.26278416e-01 -1.40476603e-02
-1.23340016e-01 -1.41053406e-01]
[ -1.55520737e-01 7.45530492e-03 6.26819126e-02 2.38920587e-02
-1.77609532e-01 -2.20536702e-01 -1.82181929e-01 -1.96914816e-01
8.88692226e-02 1.76555084e-01]
[ -2.03301248e-01 -9.79830217e-02 1.24936161e-01 2.83437779e-01
-1.74133826e-01 -8.79759923e-02 -1.64689525e-01 -2.54635959e-01
-1.97255975e-01 2.55004707e-02]
[ 1.14060986e-01 -3.75501919e-02 -1.97407875e-02 1.09378583e-01
-3.47880435e-03 -7.94181511e-02 1.00921339e-01 4.50784568e-03
2.47289013e-02 1.78960589e-02]
[ 3.21105276e-02 -3.62037282e-02 -2.13194337e-01 1.39700322e-01
-5.04950501e-02 9.20889661e-02 -8.67725435e-02 -1.99288842e-02
-1.02209415e-01 -8.86970889e-03]
[ -1.34048514e-01 -6.95049214e-02 -2.09803717e-01 1.39708090e-01
8.00019010e-03 1.41236617e-01 3.34485131e-02 -2.50125317e-01
5.32061350e-02 -2.18043634e-01]
[ -6.54409934e-02 -1.53868354e-02 2.78750777e-01 1.06998646e-01
8.91872762e-02 -6.50608338e-02 -1.51710241e-01 1.21341556e-01
7.44908819e-02 4.30500727e-02]
[ 4.55709291e-02 -1.18760334e-02 8.42479553e-02 8.17402754e-02
1.02307017e-01 -1.66914158e-02 2.65817940e-01 1.20373681e-01
-4.45363535e-02 -7.05086464e-02]
[ -2.72068044e-03 -1.69320773e-01 -2.94626243e-01 -6.07025154e-02
2.84304223e-01 -8.57795283e-02 1.93602745e-01 1.64410864e-01
9.64114176e-02 -4.08127282e-02]
[ 5.00110771e-02 1.82258239e-02 -1.20951399e-01 3.75953050e-02
-7.44377430e-02 3.28255702e-01 2.45776140e-01 2.06013058e-01
-1.71280048e-01 -5.64029794e-02]
[ 2.03031808e-02 2.31094672e-02 1.28318399e-01 1.27446954e-01
-8.64279438e-02 9.97165733e-02 -2.34339341e-01 -3.93862336e-02
2.22987713e-01 1.08296481e-01]
[ 1.04368643e-01 7.43075967e-02 -5.12795867e-02 -1.09780374e-01
-9.93680717e-02 -3.27782685e-01 1.09066653e-01 8.57386993e-03
1.37191472e-01 8.49125591e-02]
[ -9.69016448e-02 2.53810221e-02 -1.47656200e-02 2.44803935e-02
4.51043844e-03 -2.03109784e-01 -9.63763602e-02 -1.95068509e-02
1.55246999e-02 1.31509106e-01]
[ -1.27207989e-01 -6.99305835e-03 -1.89537674e-01 1.94901859e-02
-3.20878114e-01 -1.26382746e-02 -6.86779116e-02 -2.23810953e-02
2.14441349e-02 8.95947816e-02]
[ 1.22564470e-02 5.85206401e-02 -5.38916042e-02 -6.76631813e-02
3.38148000e-01 2.54309845e-01 4.02023472e-01 1.14712191e-01
-1.35614377e-01 -3.05494797e-01]
[ 3.50715398e-02 -2.02760050e-01 -4.32269818e-03 2.34882949e-04
4.30127470e-01 7.43726454e-02 3.34035581e-01 9.33120014e-02
8.40342899e-02 -2.97635193e-01]
[ 5.10359959e-02 -2.81878685e-01 -2.34695272e-02 -5.11429561e-02
4.97789695e-01 3.26445982e-03 3.30497622e-01 5.00662823e-02
-3.18345791e-01 -1.54009638e-01]
[ -1.06493752e-01 -3.98254714e-01 2.04874578e-02 -1.16239403e-01
4.96733297e-01 -1.21172529e-01 4.13566661e-01 -8.00925325e-02
-1.56669148e-03 1.65754351e-01]
[ -2.37771886e-01 -2.28018288e-01 7.86360215e-02 1.85342278e-02
7.21177531e-01 1.18758587e-01 2.43496747e-01 4.98126742e-02
-3.81228704e-02 -6.56143916e-02]
[ -1.21097543e-01 -6.36062942e-02 2.88115524e-01 -1.31929915e-01
3.15606200e-01 -8.35657970e-02 4.36665648e-01 1.67124485e-02
-1.70116325e-01 8.42879536e-02]
[ -7.89841033e-02 -7.77702464e-02 -1.57188592e-01 -3.24383001e-02
2.73775462e-01 -2.53704790e-01 2.53782791e-02 1.71786700e-01
4.22950561e-02 -4.76211176e-02]
[ 1.04269343e-01 2.05656997e-01 1.59750434e-01 -1.04131096e-01
-3.23619827e-02 5.58891070e-02 -1.10922044e-01 2.84934700e-01
6.37090562e-02 1.57175867e-01]
[ 3.07553349e-01 2.00914110e-01 -1.03674026e-01 2.59565964e-01
-7.68994822e-01 -2.66549668e-01 -3.48071386e-01 1.77677061e-01
3.35429514e-01 -1.06857355e-01]
[ 5.18753958e-02 1.57192792e-01 2.54384100e-01 2.57610216e-01
-7.54323848e-02 -1.96414414e-01 -1.85777263e-01 -1.31748965e-01
-1.34520021e-01 -2.79001933e-01]
[ 3.94636390e-02 -7.34623210e-03 -1.10154525e-01 -3.09942721e-02
1.84024252e-01 3.43506287e-02 -5.17449358e-02 -1.83227831e-01
5.26118734e-02 2.31977910e-01]
[ -1.04188235e-02 -8.08421556e-02 -7.13061092e-02 -6.65679661e-02
3.74405780e-02 -1.68586252e-01 1.18234820e-01 9.70194279e-03
2.58952731e-02 -6.49864007e-03]
[ 1.03503875e-02 1.34926561e-02 2.36756874e-01 4.76896736e-02
-1.43079652e-01 -1.23154925e-01 1.72197060e-01 3.95351934e-02
-2.06693584e-01 8.57906957e-02]
[ 4.51371208e-02 -4.04505895e-02 9.61104813e-02 -3.02943573e-02
-1.20301100e-01 8.41351300e-02 1.43172536e-01 -2.71765100e-01
-4.61641849e-02 -1.24936372e-01]
[ -3.20915541e-02 2.58586100e-02 7.51829003e-02 -5.97859819e-02
6.21605643e-02 1.92761382e-01 1.59738916e-01 1.17566065e-01
-4.38384293e-02 1.49144814e-01]
[ 2.18769424e-01 5.00512916e-02 2.81287991e-02 7.86790122e-02
6.61877936e-02 -1.98941846e-02 -1.45957509e-01 1.48067501e-01
-5.62811479e-02 -1.94109534e-02]
[ -2.90190997e-03 -1.36472063e-01 -4.59589640e-03 -2.47029279e-02
-2.04122437e-01 -9.91050647e-02 -8.17995674e-02 3.98036933e-02
7.09904078e-02 1.32492922e-01]
[ -6.37467607e-02 3.56980653e-01 6.80766204e-02 2.63851771e-01
-6.57476655e-01 -2.56266778e-01 -4.29179767e-01 -7.62980499e-02
1.64771736e-01 1.91172195e-01]
[ 1.00559230e-01 3.74990865e-01 2.17484707e-02 3.02058355e-01
-4.88823053e-01 -4.02629432e-02 -2.73352230e-01 1.48251002e-01
1.06606361e-01 3.87698445e-01]
[ 2.29883628e-01 2.18643631e-01 2.29217123e-01 9.22812708e-02
-2.39404018e-01 1.00531032e-01 -1.17721222e-01 1.62092813e-01
1.97911520e-01 2.68908319e-02]
[ -8.95771705e-02 1.72887457e-01 2.33478158e-01 -9.78881290e-03
4.39494127e-02 1.40637123e-01 -4.81164066e-02 -1.54168712e-02
-5.36257320e-02 2.60718811e-02]
[ -1.00754983e-01 -1.66850932e-02 2.32008969e-02 8.55587108e-02
-2.91706441e-02 1.19258591e-01 2.68839966e-01 2.03130704e-02
-2.80759817e-01 -9.98477908e-02]
[ -1.99021798e-01 3.73618278e-02 -8.32972567e-02 -3.15580629e-01
8.83953854e-02 1.09689928e-01 4.12142063e-02 1.04200956e-01
-1.86226780e-01 6.19523213e-02]
[ 5.52210110e-02 -2.41640945e-01 -1.05127927e-01 -9.72694212e-02
1.66702870e-01 3.34097043e-03 3.65347966e-02 1.54329794e-01
-1.15157660e-01 -1.50678284e-01]
[ 1.61398290e-01 -1.02951628e-01 -1.32500984e-01 1.21862843e-02
1.07304973e-01 -6.74419381e-02 -6.83792846e-02 -1.47649353e-01
1.43020066e-01 -8.13760764e-02]
[ -1.24610744e-01 1.65663258e-01 2.54161962e-01 -3.49679410e-02
1.86755399e-01 9.45206407e-02 -1.99526873e-02 -2.98235131e-01
-1.32874664e-01 -6.64452574e-02]
[ -3.54163252e-01 1.16624687e-01 8.80389329e-03 -3.19062047e-02
1.20616577e-01 -1.66767125e-01 -6.14150191e-02 2.35650143e-01
-9.92601296e-02 8.29752349e-02]
[ 1.46036902e-01 1.24370709e-01 -2.42165314e-01 -1.00950426e-01
1.08996108e-01 -2.87807010e-01 -8.15486342e-04 -1.67784502e-01
-1.09166751e-02 -1.92305469e-01]
[ 2.06519753e-01 -1.37028250e-01 5.82607383e-02 -2.95039512e-02
4.40107704e-02 -2.68545070e-02 -2.30813919e-02 -1.36525417e-01
1.04302612e-01 -1.82680198e-01]
[ -1.01150751e-01 -2.77977104e-03 1.21748331e-01 1.14736536e-01
-1.81155542e-02 -1.12505828e-01 2.18289423e-01 -7.66967213e-02
1.88107050e-01 3.35436275e-03]
[ 2.94119994e-02 -8.40555001e-02 2.19741004e-01 -2.08847903e-01
4.48762466e-02 1.02877917e-01 -3.38315667e-02 -1.12099757e-01
4.26170368e-02 2.71333493e-01]]
[[ 0.40024316]
[ 1.09049043]
[ 0.19882824]
[ 0.57651536]
[-1.89291682]
[-0.23284144]
[-1.21148571]
[-0.00826401]
[ 0.43658135]
[ 0.64474511]]
Progress: 10.8% ... Training loss: 0.405 ... Validation loss: 0.658[[ 1.60526717e-01 2.95381062e-01 -1.14998770e-01 1.09586380e-01
-6.21140806e-01 -6.83178005e-02 -1.30967676e-01 1.25605224e-01
-8.86060817e-02 2.16770083e-01]
[ 1.93324809e-02 1.83739449e-01 -1.79444815e-02 4.45794889e-02
8.03610438e-02 -7.70472746e-03 2.85345426e-01 4.13480637e-02
1.42429247e-01 -2.26112143e-02]
[ 2.16973179e-01 4.45921597e-01 4.27575742e-02 1.63460520e-01
-6.24350754e-02 -7.90887641e-02 -5.80890158e-01 -3.22983787e-02
1.34063156e-01 4.07922935e-01]
[ -4.85287092e-02 -3.74283193e-01 -2.55033201e-01 -2.82726037e-02
1.53616298e-01 1.81872047e-01 2.20420850e-01 5.57046391e-02
-9.31756802e-03 2.84726587e-02]
[ 1.54805280e-03 2.22808132e-01 -1.45992235e-01 5.06096945e-02
9.04782949e-02 -1.81093242e-01 -1.71721050e-02 -1.20030643e-01
-1.91376357e-01 5.37138170e-02]
[ -3.45765945e-01 -2.63471437e-01 -2.86119592e-01 1.42761698e-01
1.36095241e-01 5.22645176e-02 -2.51865453e-02 -3.45871184e-02
-9.85899785e-03 3.63426800e-02]
[ -2.48202498e-03 -1.23940455e-01 1.04543136e-02 1.01836065e-01
-9.44541967e-02 -7.26252279e-02 1.56591783e-01 -1.88374709e-01
1.83254947e-01 4.65397321e-02]
[ 1.11336202e-01 -1.96108042e-01 2.99010870e-02 -7.29127814e-02
1.87866741e-01 -4.04077701e-02 2.73100327e-02 1.23867494e-01
6.13212511e-02 -1.45758183e-02]
[ -1.44631914e-01 8.93078469e-03 -2.95102944e-01 1.56402795e-02
-1.52249563e-01 5.73794025e-02 -3.11431993e-01 -2.64352596e-02
2.86923263e-01 -7.94850060e-02]
[ 5.46450180e-02 -1.92962733e-01 8.33497144e-02 1.51814605e-02
1.65534130e-01 -9.72865570e-02 1.55080873e-03 -9.63196801e-02
-1.88418195e-02 1.42322521e-01]
[ -7.72124405e-02 1.24691754e-01 -1.21595023e-03 -1.59427031e-01
1.08383489e-02 2.71035697e-02 6.14469983e-02 -1.01309493e-01
-2.41054869e-02 -1.22003911e-01]
[ -6.66122002e-02 8.68419433e-02 -5.10589034e-02 4.64451927e-02
1.72266648e-01 8.04376053e-02 -1.24611323e-01 -1.40376784e-02
-1.23860834e-01 -1.41915754e-01]
[ -1.55520737e-01 7.45530492e-03 6.26819126e-02 2.38920587e-02
-1.77609532e-01 -2.20536702e-01 -1.82181929e-01 -1.96914816e-01
8.88692226e-02 1.76555084e-01]
[ -2.03152377e-01 -9.75704669e-02 1.25036787e-01 2.83738577e-01
-1.74967812e-01 -8.80928080e-02 -1.65113018e-01 -2.54640412e-01
-1.97046887e-01 2.57959326e-02]
[ 1.13562985e-01 -3.91511980e-02 -1.99929882e-02 1.08625664e-01
-8.66977345e-04 -7.91607072e-02 1.02571140e-01 4.51783798e-03
2.41988493e-02 1.70538282e-02]
[ 3.16661213e-02 -3.73403887e-02 -2.13404265e-01 1.39065531e-01
-4.84211149e-02 9.23483848e-02 -8.54394708e-02 -1.99197548e-02
-1.02688843e-01 -9.58219199e-03]
[ -1.34333629e-01 -7.02507094e-02 -2.09950058e-01 1.39320051e-01
9.57784384e-03 1.41371622e-01 3.43375812e-02 -2.50119721e-01
5.29127665e-02 -2.18523999e-01]
[ -6.49977202e-02 -1.46008697e-02 2.78942378e-01 1.07557343e-01
8.76706824e-02 -6.52564057e-02 -1.52801881e-01 1.21332586e-01
7.49298200e-02 4.36587461e-02]
[ 4.62448501e-02 -9.93036401e-03 8.45920218e-02 8.27340494e-02
9.92504706e-02 -1.71105189e-02 2.63665536e-01 1.20359084e-01
-4.37981937e-02 -6.93663119e-02]
[ -2.47591152e-03 -1.68640008e-01 -2.94479395e-01 -6.02977693e-02
2.82945595e-01 -8.59347115e-02 1.92940629e-01 1.64405092e-01
9.67131976e-02 -4.04671378e-02]
[ 5.01855134e-02 1.79194974e-02 -1.20826610e-01 3.78155466e-02
-7.45405526e-02 3.28159849e-01 2.45912656e-01 2.06008860e-01
-1.71015534e-01 -5.63607051e-02]
[ 2.18453321e-02 2.71983047e-02 1.29103110e-01 1.29717962e-01
-9.18579824e-02 9.87819081e-02 -2.37787787e-01 -3.94207942e-02
2.24562148e-01 1.10862777e-01]
[ 1.04237380e-01 7.39467075e-02 -5.13487107e-02 -1.09960069e-01
-9.92465671e-02 -3.27697143e-01 1.09325485e-01 8.57564178e-03
1.37088736e-01 8.47077194e-02]
[ -9.71100987e-02 2.47904532e-02 -1.48677664e-02 2.41806595e-02
5.50749829e-03 -2.02988841e-01 -9.57442827e-02 -1.95025538e-02
1.53352738e-02 1.31179204e-01]
[ -1.27269446e-01 -7.14967616e-03 -1.89566074e-01 1.94030169e-02
-3.20613130e-01 -1.25978588e-02 -6.84964792e-02 -2.23800240e-02
2.13726945e-02 8.94928337e-02]
[ 1.22293653e-02 5.83231753e-02 -5.39068050e-02 -6.76956737e-02
3.38371698e-01 2.54324945e-01 4.02221187e-01 1.14712751e-01
-1.35645978e-01 -3.05571198e-01]
[ 3.45444866e-02 -2.04232799e-01 -4.57283236e-03 -5.11638531e-04
4.32512781e-01 7.46779595e-02 3.35593671e-01 9.33227537e-02
8.34803068e-02 -2.98464798e-01]
[ 5.09366326e-02 -2.82207024e-01 -2.35223329e-02 -5.12865955e-02
4.98235348e-01 3.32507823e-03 3.30894832e-01 5.00683702e-02
-3.18457108e-01 -1.54197288e-01]
[ -1.06660937e-01 -3.98672064e-01 2.03980253e-02 -1.16499137e-01
4.97599439e-01 -1.21068090e-01 4.14010836e-01 -8.00890300e-02
-1.76457591e-03 1.65462786e-01]
[ -2.37886158e-01 -2.28364572e-01 7.85804150e-02 1.83745307e-02
7.21624039e-01 1.18819750e-01 2.43854120e-01 4.98148772e-02
-3.82473291e-02 -6.57920425e-02]
[ -1.21144480e-01 -6.37334878e-02 2.88091941e-01 -1.32000410e-01
3.15836529e-01 -8.35402075e-02 4.36763797e-01 1.67134436e-02
-1.70162657e-01 8.42111177e-02]
[ -7.92407994e-02 -7.85819000e-02 -1.57318685e-01 -3.28072424e-02
2.75007854e-01 -2.53581462e-01 2.62236550e-02 1.71791732e-01
4.20242898e-02 -4.80300281e-02]
[ 1.04451718e-01 2.06221252e-01 1.59852548e-01 -1.03844728e-01
-3.33011574e-02 5.57735941e-02 -1.11460053e-01 2.84930731e-01
6.39019088e-02 1.57463312e-01]
[ 3.08106186e-01 2.02484200e-01 -1.03392923e-01 2.60388497e-01
-7.70777086e-01 -2.66870615e-01 -3.49225807e-01 1.77663309e-01
3.35984660e-01 -1.05874508e-01]
[ 5.16297653e-02 1.56515747e-01 2.54272677e-01 2.57290547e-01
-7.44008443e-02 -1.96286868e-01 -1.85028961e-01 -1.31744661e-01
-1.34783568e-01 -2.79394886e-01]
[ 3.91980419e-02 -7.91254293e-03 -1.10291193e-01 -3.14194686e-02
1.85294450e-01 3.45083839e-02 -5.10508559e-02 -1.83221773e-01
5.22738476e-02 2.31564297e-01]
[ -1.03349591e-02 -8.06179218e-02 -7.12679822e-02 -6.64643787e-02
3.72042575e-02 -1.68638443e-01 1.18137560e-01 9.70037812e-03
2.59629074e-02 -6.36783214e-03]
[ 1.07858225e-02 1.48005038e-02 2.36967842e-01 4.83126112e-02
-1.44970986e-01 -1.23417333e-01 1.70796156e-01 3.95259572e-02
-2.06218027e-01 8.64889349e-02]
[ 4.53700709e-02 -3.97459545e-02 9.62347222e-02 -2.99231043e-02
-1.21277637e-01 8.39759806e-02 1.42476133e-01 -2.71770066e-01
-4.58761860e-02 -1.24542254e-01]
[ -3.19289079e-02 2.64304519e-02 7.52854233e-02 -5.94946157e-02
6.11728225e-02 1.92649834e-01 1.59261481e-01 1.17561930e-01
-4.36252723e-02 1.49394553e-01]
[ 2.18528105e-01 4.94416622e-02 2.80076832e-02 7.83255645e-02
6.73336871e-02 -1.97509390e-02 -1.45263243e-01 1.48072565e-01
-5.65406156e-02 -1.98047972e-02]
[ -2.99498422e-03 -1.36671593e-01 -4.64402911e-03 -2.48370362e-02
-2.03656506e-01 -9.90703459e-02 -8.15162523e-02 3.98049968e-02
7.08842292e-02 1.32324589e-01]
[ -6.27192781e-02 3.58744127e-01 6.85827801e-02 2.65304289e-01
-6.61395911e-01 -2.56805280e-01 -4.31591601e-01 -7.63204139e-02
1.65943451e-01 1.92733276e-01]
[ 1.02023579e-01 3.78173987e-01 2.25049164e-02 3.04133353e-01
-4.94785198e-01 -4.11166409e-02 -2.76960616e-01 1.48219749e-01
1.08222767e-01 3.89805113e-01]
[ 2.29753481e-01 2.18272560e-01 2.29156293e-01 9.20974278e-02
-2.38698967e-01 1.00603619e-01 -1.17340843e-01 1.62095506e-01
1.97816157e-01 2.67044196e-02]
[ -8.95937693e-02 1.72865134e-01 2.33468346e-01 -9.81963370e-03
4.41264623e-02 1.40652106e-01 -4.80550295e-02 -1.54165412e-02
-5.36503330e-02 2.60322686e-02]
[ -1.00728323e-01 -1.65981706e-02 2.32128633e-02 8.55990071e-02
-2.92408220e-02 1.19244119e-01 2.68774455e-01 2.03125340e-02
-2.80728416e-01 -9.98059289e-02]
[ -1.99139311e-01 3.71096436e-02 -8.33412576e-02 -3.15689074e-01
8.88545830e-02 1.09739439e-01 4.15540071e-02 1.04202634e-01
-1.86319741e-01 6.18260264e-02]
[ 5.49996058e-02 -2.42202304e-01 -1.05228237e-01 -9.75913069e-02
1.67731290e-01 3.45507452e-03 3.71880517e-02 1.54334315e-01
-1.15392577e-01 -1.51032551e-01]
[ 1.62225180e-01 -1.00578297e-01 -1.32045039e-01 1.35119944e-02
1.03543086e-01 -6.79782038e-02 -7.07804243e-02 -1.47668023e-01
1.43968890e-01 -8.00930726e-02]
[ -1.24804981e-01 1.65404635e-01 2.54096506e-01 -3.51539375e-02
1.87441541e-01 9.45986352e-02 -1.94835989e-02 -2.98232519e-01
-1.33028943e-01 -6.66313676e-02]
[ -3.54538765e-01 1.15047129e-01 8.62780213e-03 -3.25213368e-02
1.22371337e-01 -1.66526892e-01 -5.99779873e-02 2.35657671e-01
-9.96107977e-02 8.21166533e-02]
[ 1.46704309e-01 1.25870492e-01 -2.41867575e-01 -1.00001166e-01
1.06839999e-01 -2.88178041e-01 -2.30561485e-03 -1.67799655e-01
-1.01996753e-02 -1.91177624e-01]
[ 2.07299392e-01 -1.35068185e-01 5.87084506e-02 -2.83254758e-02
4.16355677e-02 -2.73598672e-02 -2.46039094e-02 -1.36544205e-01
1.05122017e-01 -1.81380965e-01]
[ -1.00789826e-01 -2.27726093e-03 1.21897634e-01 1.15166344e-01
-1.90920018e-02 -1.12670539e-01 2.17546326e-01 -7.67041700e-02
1.88493382e-01 3.80055726e-03]
[ 2.89456166e-02 -8.55390719e-02 2.19516352e-01 -2.09523111e-01
4.70533528e-02 1.03118634e-01 -3.22781027e-02 -1.12090529e-01
4.21108869e-02 2.70550773e-01]]
[[ 4.14377937e-01]
[ 1.10405021e+00]
[ 2.07864198e-01]
[ 5.89942335e-01]
[ -1.89361943e+00]
[ -2.25026373e-01]
[ -1.20868028e+00]
[ 1.86526319e-03]
[ 4.50602616e-01]
[ 6.59814202e-01]]
Progress: 10.9% ... Training loss: 0.414 ... Validation loss: 0.660[[ 1.60012530e-01 2.93337114e-01 -1.15192550e-01 1.08704835e-01
-6.16703364e-01 -6.79397756e-02 -1.28226585e-01 1.25603008e-01
-8.91222592e-02 2.15810262e-01]
[ 1.92222482e-02 1.83560779e-01 -1.79989639e-02 4.44342009e-02
8.08650354e-02 -7.64483257e-03 2.85648416e-01 4.13476286e-02
1.42307351e-01 -2.27620103e-02]
[ 2.13962287e-01 4.38526954e-01 4.11868419e-02 1.58753543e-01
-4.67947091e-02 -7.74162618e-02 -5.72544471e-01 -3.23133914e-02
1.30611575e-01 4.03395077e-01]
[ -4.87240444e-02 -3.74538818e-01 -2.55012020e-01 -2.82163594e-02
1.51215444e-01 1.81974329e-01 2.20907926e-01 5.57042208e-02
-9.33639278e-03 2.81710624e-02]
[ 2.34468084e-03 2.25365998e-01 -1.45574278e-01 5.17959228e-02
8.74581398e-02 -1.81670360e-01 -1.88181533e-02 -1.20026505e-01
-1.90589242e-01 5.48409658e-02]
[ -3.46028497e-01 -2.64765485e-01 -2.86236084e-01 1.42407185e-01
1.37440296e-01 5.24223968e-02 -2.41199335e-02 -3.45880820e-02
-1.00977161e-02 3.59285117e-02]
[ -3.02942014e-03 -1.24881481e-01 1.02402593e-02 1.01102854e-01
-9.14922444e-02 -7.23414630e-02 1.57673120e-01 -1.88377045e-01
1.82729640e-01 4.57990933e-02]
[ 1.09088415e-01 -2.02211887e-01 2.87339644e-02 -7.63056437e-02
1.98507409e-01 -3.91732576e-02 3.40993327e-02 1.23856931e-01
5.88197905e-02 -1.80303229e-02]
[ -1.45209132e-01 6.86694529e-03 -2.95322669e-01 1.46982263e-02
-1.48620238e-01 5.77408729e-02 -3.08572516e-01 -2.64379232e-02
2.86291470e-01 -8.06991620e-02]
[ 5.29717022e-02 -1.97687130e-01 8.25600193e-02 1.25078893e-02
1.75586677e-01 -9.63268963e-02 7.05980833e-03 -9.63274421e-02
-2.06783021e-02 1.39656643e-01]
[ -7.84678074e-02 1.20991612e-01 -1.81291892e-03 -1.61221368e-01
1.62726911e-02 2.78034750e-02 6.55268355e-02 -1.01315084e-01
-2.54156311e-02 -1.24069592e-01]
[ -6.73184676e-02 8.48637257e-02 -5.13896329e-02 4.54904612e-02
1.75356760e-01 8.08156665e-02 -1.22403434e-01 -1.40408526e-02
-1.24611486e-01 -1.43007661e-01]
[ -1.55520737e-01 7.45530492e-03 6.26819126e-02 2.38920587e-02
-1.77609532e-01 -2.20536702e-01 -1.82181929e-01 -1.96914816e-01
8.88692226e-02 1.76555084e-01]
[ -2.03501962e-01 -9.86214868e-02 1.24852208e-01 2.83260325e-01
-1.73480839e-01 -8.79141780e-02 -1.64036277e-01 -2.54641877e-01
-1.97427769e-01 2.52586392e-02]
[ 1.13463043e-01 -3.97178042e-02 -2.00324701e-02 1.08503863e-01
-2.79018272e-04 -7.91076409e-02 1.03034793e-01 4.51751330e-03
2.41144030e-02 1.69215826e-02]
[ 3.20388409e-02 -3.66873012e-02 -2.13236511e-01 1.39573727e-01
-4.98630354e-02 9.21718290e-02 -8.63727849e-02 -1.99180678e-02
-1.02270829e-01 -9.03870941e-03]
[ -1.34559879e-01 -7.06274454e-02 -2.10057758e-01 1.39019443e-01
1.04491874e-02 1.41483362e-01 3.48835265e-02 -2.50120758e-01
5.26842812e-02 -2.18858941e-01]
[ -6.48558287e-02 -1.39984050e-02 2.79057036e-01 1.07751133e-01
8.71905939e-02 -6.53382270e-02 -1.53609443e-01 1.21333288e-01
7.51072036e-02 4.39377373e-02]
[ 4.49337036e-02 -1.33860114e-02 8.39300849e-02 8.07846933e-02
1.05951780e-01 -1.63609431e-02 2.67510835e-01 1.20352898e-01
-4.52610771e-02 -7.13888399e-02]
[ -3.88818367e-03 -1.72572030e-01 -2.95253515e-01 -6.24944698e-02
2.89534711e-01 -8.51462138e-02 1.97019729e-01 1.64398220e-01
9.51221488e-02 -4.26840863e-02]
[ 4.96044653e-02 1.64111651e-02 -1.21121942e-01 3.69702609e-02
-7.20888901e-02 3.28469908e-01 2.47632863e-01 2.06006155e-01
-1.71649383e-01 -5.72761528e-02]
[ 2.32744705e-02 3.04380372e-02 1.29875313e-01 1.31796090e-01
-9.72549632e-02 9.80164883e-02 -2.40669289e-01 -3.94137969e-02
2.26142752e-01 1.13015383e-01]
[ 1.03251525e-01 7.14499314e-02 -5.17905269e-02 -1.11348684e-01
-9.48255928e-02 -3.27171941e-01 1.12116179e-01 8.57121755e-03
1.36062214e-01 8.31475857e-02]
[ -9.71193556e-02 2.46830699e-02 -1.48690780e-02 2.41328717e-02
5.58066634e-03 -2.02974153e-01 -9.55603512e-02 -1.95026904e-02
1.53059790e-02 1.31111469e-01]
[ -1.27872789e-01 -8.55319433e-03 -1.89831806e-01 1.85286684e-02
-3.17899646e-01 -1.22678944e-02 -6.67829468e-02 -2.23827862e-02
2.07368264e-02 8.84815606e-02]
[ 1.19532427e-02 5.75357849e-02 -5.40434724e-02 -6.80982193e-02
3.39572252e-01 2.54475022e-01 4.03028976e-01 1.14711496e-01
-1.35954377e-01 -3.06013853e-01]
[ 3.38089286e-02 -2.06290780e-01 -4.95812767e-03 -1.62820671e-03
4.35917272e-01 7.51062376e-02 3.37825132e-01 9.33192388e-02
8.26618493e-02 -2.99714101e-01]
[ 5.06359810e-02 -2.83196841e-01 -2.36764350e-02 -5.17567320e-02
4.99769436e-01 3.51026017e-03 3.31938326e-01 5.00668643e-02
-3.18809174e-01 -1.54726361e-01]
[ -1.07576617e-01 -4.00831107e-01 1.99553227e-02 -1.17809095e-01
5.01671583e-01 -1.20568463e-01 4.16621832e-01 -8.00932108e-02
-2.73308404e-03 1.64035081e-01]
[ -2.38717145e-01 -2.30706135e-01 7.81944138e-02 1.72353448e-02
7.25234796e-01 1.19252972e-01 2.46380161e-01 4.98112742e-02
-3.91180120e-02 -6.70498336e-02]
[ -1.21786056e-01 -6.54426270e-02 2.87757134e-01 -1.32961587e-01
3.18799433e-01 -8.31744871e-02 4.38692291e-01 1.67105240e-02
-1.70866801e-01 8.32142267e-02]
[ -7.94613200e-02 -7.91895611e-02 -1.57422966e-01 -3.31318967e-02
2.75962628e-01 -2.53463209e-01 2.68864438e-02 1.71790704e-01
4.17844312e-02 -4.83878202e-02]
[ 1.04313067e-01 2.05724318e-01 1.59776623e-01 -1.04096740e-01
-3.26369007e-02 5.58650996e-02 -1.11056734e-01 2.84929729e-01
6.37235089e-02 1.57184699e-01]
[ 3.08189490e-01 2.03084657e-01 -1.03289532e-01 2.60603119e-01
-7.71246221e-01 -2.66938821e-01 -3.49505909e-01 1.77664025e-01
3.36125195e-01 -1.05589185e-01]
[ 5.17725867e-02 1.56802789e-01 2.54345220e-01 2.57510078e-01
-7.50708438e-02 -1.96369546e-01 -1.85486972e-01 -1.31744007e-01
-1.34614423e-01 -2.79209464e-01]
[ 3.88876610e-02 -8.78462940e-03 -1.10448502e-01 -3.18917442e-02
1.86758298e-01 3.46881361e-02 -5.02030461e-02 -1.83223262e-01
5.19472966e-02 2.31093432e-01]
[ -1.06296833e-02 -8.12222762e-02 -7.14393404e-02 -6.69161903e-02
3.88122311e-02 -1.68502902e-01 1.18891698e-01 9.69884831e-03
2.56144715e-02 -6.81734653e-03]
[ 1.03432498e-02 1.37076906e-02 2.36752193e-01 4.76762296e-02
-1.43020725e-01 -1.23179946e-01 1.72047213e-01 3.95240045e-02
-2.06698399e-01 8.58216682e-02]
[ 4.53034620e-02 -3.98578513e-02 9.62174368e-02 -3.00014237e-02
-1.20997408e-01 8.39909062e-02 1.42557923e-01 -2.71770202e-01
-4.59116787e-02 -1.24592503e-01]
[ -3.22194457e-02 2.59248944e-02 7.51121885e-02 -5.99030867e-02
6.24977331e-02 1.92814953e-01 1.60060874e-01 1.17560654e-01
-4.39555307e-02 1.48990852e-01]
[ 2.18217455e-01 4.85723934e-02 2.78948159e-02 7.79412223e-02
6.87731124e-02 -1.96026602e-02 -1.44558808e-01 1.48071236e-01
-5.68470994e-02 -2.02135680e-02]
[ -3.44975055e-03 -1.37586218e-01 -4.87719731e-03 -2.54742333e-02
-2.01555299e-01 -9.88561824e-02 -8.04476788e-02 3.98028022e-02
7.03759820e-02 1.31742207e-01]
[ -6.14559738e-02 3.61017807e-01 6.92147997e-02 2.66977465e-01
-6.65431191e-01 -2.57407896e-01 -4.33924637e-01 -7.63145676e-02
1.67264564e-01 1.94479064e-01]
[ 1.02690526e-01 3.79796816e-01 2.28532479e-02 3.05010768e-01
-4.97594358e-01 -4.14510326e-02 -2.78746815e-01 1.48222822e-01
1.08974557e-01 3.90722961e-01]
[ 2.30242554e-01 2.19445725e-01 2.29413658e-01 9.28354359e-02
-2.41040200e-01 1.00323585e-01 -1.18622470e-01 1.62097916e-01
1.98387702e-01 2.74342371e-02]
[ -8.95750748e-02 1.72923122e-01 2.33474821e-01 -9.80556643e-03
4.40758126e-02 1.40644358e-01 -4.81060451e-02 -1.54165036e-02
-5.36411523e-02 2.60548692e-02]
[ -1.00814875e-01 -1.68338087e-02 2.31720654e-02 8.54703729e-02
-2.88367741e-02 1.19292825e-01 2.69035364e-01 2.03121205e-02
-2.80827772e-01 -9.99471572e-02]
[ -1.99109925e-01 3.71567947e-02 -8.33267092e-02 -3.15650363e-01
8.87268613e-02 1.09725873e-01 4.14720463e-02 1.04202765e-01
-1.86290438e-01 6.18763247e-02]
[ 5.49876641e-02 -2.42311604e-01 -1.05238852e-01 -9.76158068e-02
1.67835598e-01 3.46620464e-03 3.72742427e-02 1.54334252e-01
-1.15406754e-01 -1.51079313e-01]
[ 1.61405444e-01 -1.02775094e-01 -1.32501312e-01 1.22074576e-02
1.07060555e-01 -6.74784685e-02 -6.84041511e-02 -1.47672088e-01
1.43081864e-01 -8.13833094e-02]
[ -1.25269074e-01 1.64392038e-01 2.53884941e-01 -3.57697234e-02
1.89243013e-01 9.48136412e-02 -1.80908827e-02 -2.98234456e-01
-1.33512453e-01 -6.73002993e-02]
[ -3.54717601e-01 1.14019458e-01 8.55333706e-03 -3.28817414e-02
1.24356135e-01 -1.66407541e-01 -5.86122737e-02 2.35656832e-01
-9.98532807e-02 8.16741690e-02]
[ 1.47042295e-01 1.26956635e-01 -2.41575522e-01 -9.94442919e-02
1.05794603e-01 -2.88360187e-01 -3.34037911e-03 -1.67797562e-01
-9.75565417e-03 -1.90613200e-01]
[ 2.05546316e-01 -1.39860489e-01 5.77976041e-02 -3.10079110e-02
4.99559010e-02 -2.63644848e-02 -1.92149285e-02 -1.36552522e-01
1.03152362e-01 -1.84320454e-01]
[ -1.02036721e-01 -5.47232655e-03 1.21280094e-01 1.13382385e-01
-1.30558132e-02 -1.12000392e-01 2.20923864e-01 -7.67099846e-02
1.87150944e-01 1.98562052e-03]
[ 2.94353157e-02 -8.48035387e-02 2.19777596e-01 -2.08755501e-01
4.50154900e-02 1.02838786e-01 -3.33478349e-02 -1.12088177e-01
4.26946990e-02 2.71318959e-01]]
[[ 0.3947472 ]
[ 1.08964163]
[ 0.19025494]
[ 0.57292455]
[-1.92084233]
[-0.24167313]
[-1.23076026]
[-0.01655833]
[ 0.43154347]
[ 0.64129106]]
Progress: 10.9% ... Training loss: 0.399 ... Validation loss: 0.656[[ 1.59563683e-01 2.90797552e-01 -1.15419348e-01 1.08021331e-01
-6.13497539e-01 -6.76619667e-02 -1.25499473e-01 1.25616784e-01
-8.94845080e-02 2.15008574e-01]
[ 1.84595807e-02 1.81548717e-01 -1.83747691e-02 4.33027739e-02
8.44020377e-02 -7.15644143e-03 2.87927909e-01 4.13809653e-02
1.41511447e-01 -2.39969585e-02]
[ 2.12866449e-01 4.34860257e-01 4.06803784e-02 1.56983586e-01
-4.05119346e-02 -7.66409496e-02 -5.68536696e-01 -3.22681292e-02
1.29484205e-01 4.01472950e-01]
[ -4.99131238e-02 -3.77333254e-01 -2.55626845e-01 -3.00519417e-02
1.55412011e-01 1.82800233e-01 2.23519221e-01 5.57659833e-02
-1.07882028e-02 2.64377315e-02]
[ 1.63992499e-03 2.23891835e-01 -1.45849445e-01 5.09417745e-02
9.05828474e-02 -1.81351006e-01 -1.65809474e-02 -1.19999520e-01
-1.91374790e-01 5.36338025e-02]
[ -3.46024782e-01 -2.65189271e-01 -2.86236857e-01 1.42482426e-01
1.37447616e-01 5.23590848e-02 -2.37353290e-02 -3.45905203e-02
-1.00435660e-02 3.58605255e-02]
[ -2.81441289e-03 -1.24799539e-01 1.03100709e-02 1.01371690e-01
-9.17664514e-02 -7.24441941e-02 1.57511858e-01 -1.88388226e-01
1.82957583e-01 4.61029244e-02]
[ 1.07891778e-01 -2.06293524e-01 2.81883638e-02 -7.80957949e-02
2.04470445e-01 -3.84300150e-02 3.83469527e-02 1.23906037e-01
5.76003247e-02 -2.01209306e-02]
[ -1.45887095e-01 4.81438689e-03 -2.95631940e-01 1.37078085e-02
-1.45394532e-01 5.81738412e-02 -3.06323683e-01 -2.64084638e-02
2.85590570e-01 -8.18048370e-02]
[ 5.25047344e-02 -2.00283729e-01 8.23432345e-02 1.18293068e-02
1.78638546e-01 -9.60715083e-02 9.67820621e-03 -9.63132593e-02
-2.10633173e-02 1.38807347e-01]
[ -7.92449837e-02 1.18387472e-01 -2.19149033e-03 -1.62359175e-01
2.00136766e-02 2.82909043e-02 6.82264996e-02 -1.01282784e-01
-2.61888471e-02 -1.25460900e-01]
[ -6.77302030e-02 8.35884250e-02 -5.15801103e-02 4.48703594e-02
1.77485760e-01 8.10830170e-02 -1.21001700e-01 -1.40223894e-02
-1.25091527e-01 -1.43727496e-01]
[ -1.55520737e-01 7.45530492e-03 6.26819126e-02 2.38920587e-02
-1.77609532e-01 -2.20536702e-01 -1.82181929e-01 -1.96914816e-01
8.88692226e-02 1.76555084e-01]
[ -2.03721202e-01 -9.93275759e-02 1.24737574e-01 2.82908287e-01
-1.72327353e-01 -8.77686435e-02 -1.63301644e-01 -2.54632068e-01
-1.97685268e-01 2.48454445e-02]
[ 1.13531251e-01 -3.97911221e-02 -1.99932230e-02 1.08660899e-01
-5.50379325e-04 -7.92082582e-02 1.03188951e-01 4.51273502e-03
2.42358544e-02 1.70344220e-02]
[ 3.19770204e-02 -3.69059461e-02 -2.13268093e-01 1.39519125e-01
-4.96226414e-02 9.21998707e-02 -8.61360884e-02 -1.99163569e-02
-1.02329928e-01 -9.13772303e-03]
[ -1.34800035e-01 -7.13413398e-02 -2.10175175e-01 1.38669450e-01
1.16549950e-02 1.41627163e-01 3.55399858e-02 -2.50111149e-01
5.24237819e-02 -2.19266596e-01]
[ -6.47392889e-02 -1.39136627e-02 2.79082253e-01 1.07869435e-01
8.73954991e-02 -6.53892558e-02 -1.53501531e-01 1.21327633e-01
7.52164965e-02 4.41201786e-02]
[ 4.52660830e-02 -1.28560197e-02 8.41006184e-02 8.12562815e-02
1.04579346e-01 -1.65444578e-02 2.66666198e-01 1.20337768e-01
-4.48954636e-02 -7.08975327e-02]
[ -4.54422108e-03 -1.74575173e-01 -2.95609084e-01 -6.35883979e-02
2.92908909e-01 -8.46891272e-02 1.99183891e-01 1.64429010e-01
9.43155861e-02 -4.37643830e-02]
[ 4.96114235e-02 1.61587781e-02 -1.21053887e-01 3.70713357e-02
-7.21440586e-02 3.28408500e-01 2.47809936e-01 2.06001962e-01
-1.71539416e-01 -5.73380749e-02]
[ 2.22745034e-02 2.76316585e-02 1.29399454e-01 1.30357663e-01
-9.26950998e-02 9.86280335e-02 -2.37408236e-01 -3.93716264e-02
2.25169829e-01 1.11422011e-01]
[ 1.03310603e-01 7.14672551e-02 -5.17548032e-02 -1.11256336e-01
-9.51535129e-02 -3.27188341e-01 1.11988723e-01 8.56925996e-03
1.36129837e-01 8.31971244e-02]
[ -9.74050269e-02 2.38846598e-02 -1.50096778e-02 2.36990887e-02
7.03510836e-03 -2.02794062e-01 -9.46614535e-02 -1.94905362e-02
1.49857313e-02 1.30632252e-01]
[ -1.27648941e-01 -8.08902708e-03 -1.89720755e-01 1.88745992e-02
-3.19144003e-01 -1.24108571e-02 -6.74821016e-02 -2.23923698e-02
2.10014364e-02 8.88196667e-02]
[ 1.17134798e-02 5.67788277e-02 -5.41713448e-02 -6.84772970e-02
3.40815480e-01 2.54635452e-01 4.03864935e-01 1.14721758e-01
-1.36240281e-01 -3.06432678e-01]
[ 3.36107978e-02 -2.06865398e-01 -5.05576946e-03 -1.92086640e-03
4.36815478e-01 7.52288485e-02 3.38485864e-01 9.33276114e-02
8.24531079e-02 -3.00054753e-01]
[ 5.02749670e-02 -2.84215032e-01 -2.38593489e-02 -5.23107188e-02
5.01578783e-01 3.73769644e-03 3.33039984e-01 5.00824462e-02
-3.19226053e-01 -1.55337045e-01]
[ -1.08173710e-01 -4.02369734e-01 1.96692841e-02 -1.18680939e-01
5.04451195e-01 -1.20200077e-01 4.18381610e-01 -8.00680688e-02
-3.37748700e-03 1.63118869e-01]
[ -2.39028806e-01 -2.31626582e-01 7.80355246e-02 1.67595382e-02
7.26611156e-01 1.19453802e-01 2.47383983e-01 4.98249636e-02
-3.94668627e-02 -6.75472716e-02]
[ -1.21822649e-01 -6.55436747e-02 2.87737806e-01 -1.33023384e-01
3.19005759e-01 -8.31485736e-02 4.38777157e-01 1.67122587e-02
-1.70910003e-01 8.31477927e-02]
[ -7.98128571e-02 -8.01445431e-02 -1.57600397e-01 -3.36743905e-02
2.77750716e-01 -2.53237137e-01 2.80579159e-02 1.71806248e-01
4.13860840e-02 -4.89929016e-02]
[ 1.04721823e-01 2.06776356e-01 1.59988341e-01 -1.03449496e-01
-3.47489742e-02 5.55740668e-02 -1.12165362e-01 2.84911152e-01
6.41984217e-02 1.57900864e-01]
[ 3.08020787e-01 2.02292243e-01 -1.03380913e-01 2.60314308e-01
-7.70285057e-01 -2.66807897e-01 -3.48778806e-01 1.77673034e-01
3.35939444e-01 -1.05956128e-01]
[ 5.20771625e-02 1.57464611e-01 2.54505257e-01 2.57962436e-01
-7.65445745e-02 -1.96564365e-01 -1.86450072e-01 -1.31756831e-01
-1.34280067e-01 -2.78771899e-01]
[ 3.88614722e-02 -8.88190120e-03 -1.10459548e-01 -3.19232069e-02
1.86853150e-01 3.47006357e-02 -5.01041852e-02 -1.83222679e-01
5.19255472e-02 2.31052147e-01]
[ -1.09503380e-02 -8.21889350e-02 -7.16096961e-02 -6.74350120e-02
4.04784667e-02 -1.68295510e-01 1.19996864e-01 9.71374722e-03
2.52356187e-02 -7.36363199e-03]
[ 1.01142007e-02 1.31071940e-02 2.36656596e-01 4.73820143e-02
-1.42044405e-01 -1.23068162e-01 1.72707116e-01 3.95318687e-02
-2.06896568e-01 8.54607512e-02]
[ 4.55071629e-02 -3.93664681e-02 9.63213229e-02 -2.96908722e-02
-1.21898879e-01 8.38592820e-02 1.42065277e-01 -2.71778934e-01
-4.56878175e-02 -1.24257148e-01]
[ -3.22027207e-02 2.57752232e-02 7.51058896e-02 -5.99248798e-02
6.25681430e-02 1.92840533e-01 1.60068886e-01 1.17561630e-01
-4.39605531e-02 1.48967687e-01]
[ 2.18369581e-01 4.88448109e-02 2.79744487e-02 7.81865048e-02
6.80106615e-02 -1.97011971e-02 -1.44860270e-01 1.48064258e-01
-5.66538886e-02 -2.00081187e-02]
[ -3.36602807e-03 -1.37425850e-01 -4.83377011e-03 -2.53454864e-02
-2.01917000e-01 -9.89102896e-02 -8.06742880e-02 3.97989963e-02
7.04744546e-02 1.31864455e-01]
[ -6.10305457e-02 3.61751283e-01 6.93932939e-02 2.67556807e-01
-6.66575076e-01 -2.57630969e-01 -4.34685463e-01 -7.63341487e-02
1.67738359e-01 1.95112499e-01]
[ 1.02878871e-01 3.80128995e-01 2.30012800e-02 3.05431659e-01
-4.98688938e-01 -4.16441096e-02 -2.79169215e-01 1.48208911e-01
1.09324360e-01 3.91038028e-01]
[ 2.30555886e-01 2.20192738e-01 2.29562700e-01 9.32763706e-02
-2.42449452e-01 1.00141185e-01 -1.19556172e-01 1.62085113e-01
1.98725268e-01 2.79156685e-02]
[ -8.97640256e-02 1.72388288e-01 2.33382211e-01 -1.00867275e-02
4.49914301e-02 1.40761196e-01 -4.75324883e-02 -1.54084975e-02
-5.38533333e-02 2.57487744e-02]
[ -1.00726422e-01 -1.65876995e-02 2.32110312e-02 8.55937570e-02
-2.92291437e-02 1.19243355e-01 2.68788979e-01 2.03087715e-02
-2.80739134e-01 -9.98152054e-02]
[ -1.99561582e-01 3.59894221e-02 -8.35382007e-02 -3.16298658e-01
9.07594488e-02 1.09995235e-01 4.27700200e-02 1.04221456e-01
-1.86760186e-01 6.12087143e-02]
[ 5.46276151e-02 -2.43310860e-01 -1.05409026e-01 -9.81388078e-02
1.69590616e-01 3.68845504e-03 3.83609325e-02 1.54349403e-01
-1.15801842e-01 -1.51650793e-01]
[ 1.60462723e-01 -1.05533471e-01 -1.32943135e-01 1.08167929e-02
1.11752321e-01 -6.68885829e-02 -6.52221822e-02 -1.47630432e-01
1.42027179e-01 -8.29496875e-02]
[ -1.25436025e-01 1.63552581e-01 2.53804083e-01 -3.60162382e-02
1.89976604e-01 9.49242503e-02 -1.72345347e-02 -2.98227412e-01
-1.33639128e-01 -6.75975658e-02]
[ -3.55160740e-01 1.12633302e-01 8.33819061e-03 -3.35375686e-02
1.26440464e-01 -1.66140157e-01 -5.71922091e-02 2.35675162e-01
-1.00328603e-01 8.09806370e-02]
[ 1.46955001e-01 1.26536146e-01 -2.41614642e-01 -9.95651087e-02
1.06105373e-01 -2.88311735e-01 -2.94708888e-03 -1.67795067e-01
-9.83798549e-03 -1.90790847e-01]
[ 2.06085812e-01 -1.39007757e-01 5.80469473e-02 -3.02280668e-02
4.81582966e-02 -2.67079046e-02 -2.02354635e-02 -1.36578994e-01
1.03814768e-01 -1.83599127e-01]
[ -1.02003443e-01 -5.65791887e-03 1.21291230e-01 1.13416144e-01
-1.29394884e-02 -1.12009440e-01 2.20808458e-01 -7.67122874e-02
1.87192429e-01 2.01147157e-03]
[ 2.88467674e-02 -8.65422396e-02 2.19508231e-01 -2.09591773e-01
4.77981690e-02 1.03185090e-01 -3.13437697e-02 -1.12063981e-01
4.20915497e-02 2.70346166e-01]]
[[ 0.38757313]
[ 1.08358497]
[ 0.18505299]
[ 0.56616128]
[-1.9341969 ]
[-0.24967061]
[-1.23932672]
[-0.0246466 ]
[ 0.42322696]
[ 0.63243575]]
Progress: 11.0% ... Training loss: 0.401 ... Validation loss: 0.659[[ 1.58796130e-01 2.87742002e-01 -1.15837621e-01 1.06771567e-01
-6.08763609e-01 -6.71436515e-02 -1.22235050e-01 1.25668546e-01
-9.03498087e-02 2.13485413e-01]
[ 1.83827254e-02 1.81333396e-01 -1.84102976e-02 4.31912723e-02
8.47905126e-02 -7.10554662e-03 2.88171423e-01 4.13857909e-02
1.41429349e-01 -2.41264105e-02]
[ 2.14696985e-01 4.38659690e-01 4.15189309e-02 1.59698594e-01
-4.97539560e-02 -7.76978435e-02 -5.72845993e-01 -3.23877722e-02
1.31560721e-01 4.03916600e-01]
[ -4.94525679e-02 -3.75182009e-01 -2.55391873e-01 -2.92782947e-02
1.52873587e-01 1.82348392e-01 2.20512573e-01 5.57476920e-02
-1.03269247e-02 2.75323050e-02]
[ 2.42336586e-03 2.25157794e-01 -1.45385469e-01 5.21552365e-02
8.66398724e-02 -1.81802549e-01 -1.82526693e-02 -1.20061313e-01
-1.90420697e-01 5.47572077e-02]
[ -3.45441650e-01 -2.64009285e-01 -2.85974360e-01 1.43383335e-01
1.34588515e-01 5.19570910e-02 -2.54383601e-02 -3.46292607e-02
-9.37721069e-03 3.68235303e-02]
[ -4.28254977e-03 -1.29361887e-01 9.56193501e-03 9.91634343e-02
-8.37914306e-02 -7.15000477e-02 1.62549741e-01 -1.88294033e-01
1.81338582e-01 4.36181331e-02]
[ 1.09920756e-01 -2.01541807e-01 2.91489010e-02 -7.50457927e-02
1.93723256e-01 -3.96840125e-02 3.31037121e-02 1.23774070e-01
5.99052578e-02 -1.71042640e-02]
[ -1.46296755e-01 3.75337855e-03 -2.95834956e-01 1.30868488e-02
-1.43193092e-01 5.84463751e-02 -3.04860857e-01 -2.63829592e-02
2.85121678e-01 -8.25096615e-02]
[ 5.27611757e-02 -2.00364762e-01 8.24054777e-02 1.22303729e-02
1.77119202e-01 -9.61991363e-02 9.97636851e-03 -9.63377235e-02
-2.06668193e-02 1.38998361e-01]
[ -7.86128750e-02 1.19264923e-01 -1.90734588e-03 -1.61424430e-01
1.73876768e-02 2.78843930e-02 6.69909681e-02 -1.01318773e-01
-2.55384691e-02 -1.24616733e-01]
[ -6.78844399e-02 8.31003527e-02 -5.16546151e-02 4.46562446e-02
1.78201275e-01 8.11778453e-02 -1.20509893e-01 -1.40129456e-02
-1.25255008e-01 -1.43972620e-01]
[ -1.55520737e-01 7.45530492e-03 6.26819126e-02 2.38920587e-02
-1.77609532e-01 -2.20536702e-01 -1.82181929e-01 -1.96914816e-01
8.88692226e-02 1.76555084e-01]
[ -2.03619192e-01 -9.91669069e-02 1.24787129e-01 2.83064755e-01
-1.72789710e-01 -8.78370312e-02 -1.63541741e-01 -2.54638481e-01
-1.97562669e-01 2.49903772e-02]
[ 1.13414781e-01 -4.02092763e-02 -2.00439373e-02 1.08522662e-01
-5.70823541e-05 -7.91503761e-02 1.03604061e-01 4.51984700e-03
2.41291608e-02 1.68544177e-02]
[ 3.20977497e-02 -3.67888169e-02 -2.13241604e-01 1.39669909e-01
-4.99845726e-02 9.20967935e-02 -8.64084663e-02 -1.99258844e-02
-1.02238531e-01 -8.93760781e-03]
[ -1.35078288e-01 -7.22786738e-02 -2.10319006e-01 1.38235935e-01
1.33169421e-02 1.41802868e-01 3.65979663e-02 -2.50093877e-01
5.21098285e-02 -2.19722282e-01]
[ -6.50588809e-02 -1.50182755e-02 2.78908677e-01 1.07368485e-01
8.91967544e-02 -6.51508265e-02 -1.52339524e-01 1.21349555e-01
7.48889756e-02 4.35026444e-02]
[ 4.56641168e-02 -1.25240823e-02 8.43017785e-02 8.19015008e-02
1.02223445e-01 -1.67446905e-02 2.65938967e-01 1.20309115e-01
-4.43663747e-02 -7.02811342e-02]
[ -4.67117915e-03 -1.74817013e-01 -2.95672972e-01 -6.37924240e-02
2.93464379e-01 -8.45940890e-02 1.99694916e-01 1.64437740e-01
9.41664337e-02 -4.40213244e-02]
[ 5.02661186e-02 1.78674604e-02 -1.20746156e-01 3.80541795e-02
-7.53622266e-02 3.27988351e-01 2.45817325e-01 2.05962338e-01
-1.70796821e-01 -5.63672653e-02]
[ 2.30754067e-02 2.95801913e-02 1.29761608e-01 1.31555180e-01
-9.66860703e-02 9.80909726e-02 -2.39407443e-01 -3.94240098e-02
2.26006376e-01 1.12608938e-01]
[ 1.03153998e-01 7.11047837e-02 -5.18362556e-02 -1.11481714e-01
-9.43394887e-02 -3.27086188e-01 1.12502036e-01 8.57829735e-03
1.35949375e-01 8.29118301e-02]
[ -9.74359767e-02 2.37709773e-02 -1.50265611e-02 2.36434255e-02
7.23136053e-03 -2.02771100e-01 -9.45404950e-02 -1.94881860e-02
1.49442387e-02 1.30571776e-01]
[ -1.27962170e-01 -8.86953622e-03 -1.89865616e-01 1.84212328e-02
-3.17706752e-01 -1.22134292e-02 -6.64765353e-02 -2.23732024e-02
2.06818811e-02 8.83464750e-02]
[ 1.15624111e-02 5.63201681e-02 -5.42443332e-02 -6.86886931e-02
3.41597858e-01 2.54730002e-01 4.04397480e-01 1.14731366e-01
-1.36404179e-01 -3.06681916e-01]
[ 3.34346194e-02 -2.07462031e-01 -5.14000854e-03 -2.17955242e-03
4.37648941e-01 7.53419082e-02 3.39068273e-01 9.33382644e-02
8.22659977e-02 -3.00309918e-01]
[ 5.00596255e-02 -2.84860204e-01 -2.39640364e-02 -5.26156330e-02
5.02711194e-01 3.87129332e-03 3.33730892e-01 5.00965235e-02
-3.19466598e-01 -1.55680791e-01]
[ -1.09030044e-01 -4.04740583e-01 1.92441043e-02 -1.19991920e-01
5.08844279e-01 -1.19648969e-01 4.21261276e-01 -8.00118717e-02
-4.34767240e-03 1.61749484e-01]
[ -2.39019548e-01 -2.31600421e-01 7.80398476e-02 1.67738262e-02
7.26572919e-01 1.19447322e-01 2.47355091e-01 4.98243320e-02
-3.94559797e-02 -6.75310529e-02]
[ -1.22477005e-01 -6.73578042e-02 2.87428326e-01 -1.33976329e-01
3.22195684e-01 -8.27270147e-02 4.40807955e-01 1.67540603e-02
-1.71624331e-01 8.21204872e-02]
[ -7.97947774e-02 -8.02146604e-02 -1.57595883e-01 -3.36259091e-02
2.77689739e-01 -2.53256928e-01 2.80780251e-02 1.71805105e-01
4.14332908e-02 -4.89399142e-02]
[ 1.05008697e-01 2.07550725e-01 1.60132782e-01 -1.02993923e-01
-3.62004466e-02 5.53771690e-02 -1.13091662e-01 2.84891580e-01
6.45275331e-02 1.58400720e-01]
[ 3.08195339e-01 2.02626246e-01 -1.03318592e-01 2.60546412e-01
-7.70994011e-01 -2.66906476e-01 -3.49216940e-01 1.77666620e-01
3.36136150e-01 -1.05717249e-01]
[ 5.23263495e-02 1.58122190e-01 2.54623892e-01 2.58314798e-01
-7.77830128e-02 -1.96728660e-01 -1.87192781e-01 -1.31772228e-01
-1.34017454e-01 -2.78403289e-01]
[ 3.86840318e-02 -9.24822210e-03 -1.10531268e-01 -3.21539738e-02
1.87653218e-01 3.47841266e-02 -4.95507755e-02 -1.83213960e-01
5.17491942e-02 2.30722028e-01]
[ -1.09587954e-02 -8.22126359e-02 -7.16137521e-02 -6.74469989e-02
4.05206374e-02 -1.68290253e-01 1.20021168e-01 9.71424299e-03
2.52270848e-02 -7.37749262e-03]
[ 1.02692514e-02 1.35540908e-02 2.36719605e-01 4.76138411e-02
-1.42805485e-01 -1.23169220e-01 1.72259405e-01 3.95213523e-02
-2.06734664e-01 8.56656762e-02]
[ 4.52627115e-02 -3.98299887e-02 9.61964152e-02 -3.00639474e-02
-1.20707297e-01 8.40039159e-02 1.42716227e-01 -2.71764137e-01
-4.59855081e-02 -1.24646960e-01]
[ -3.23412613e-02 2.53556069e-02 7.50246701e-02 -6.01544418e-02
6.33850136e-02 1.92943712e-01 1.60552792e-01 1.17571771e-01
-4.41437922e-02 1.48723008e-01]
[ 2.18551900e-01 4.91886910e-02 2.80606221e-02 7.84654873e-02
6.70674532e-02 -1.98171824e-02 -1.45280784e-01 1.48051940e-01
-5.64521216e-02 -1.97530785e-02]
[ -2.32181050e-03 -1.34877305e-01 -4.34834694e-03 -2.38137755e-02
-2.06894104e-01 -9.95506627e-02 -8.36829895e-02 3.97308170e-02
7.16228573e-02 1.33402520e-01]
[ -6.01706998e-02 3.63530339e-01 6.98047187e-02 2.68829908e-01
-6.70749661e-01 -2.58122069e-01 -4.36807835e-01 -7.63894108e-02
1.68716643e-01 1.96494661e-01]
[ 1.03674489e-01 3.82021330e-01 2.33804546e-02 3.06608891e-01
-5.02925293e-01 -4.21656641e-02 -2.81311134e-01 1.48155765e-01
1.10239418e-01 3.92198739e-01]
[ 2.30691152e-01 2.20619179e-01 2.29623813e-01 9.35170192e-02
-2.43222978e-01 1.00052271e-01 -1.20007611e-01 1.62075486e-01
1.98898500e-01 2.81459451e-02]
[ -8.97419172e-02 1.72372453e-01 2.33385049e-01 -1.00588250e-02
4.49042605e-02 1.40748623e-01 -4.75808127e-02 -1.54097726e-02
-5.38336592e-02 2.57706198e-02]
[ -1.00611338e-01 -1.62733120e-02 2.32643786e-02 8.57653222e-02
-2.98188540e-02 1.19167891e-01 2.68423962e-01 2.03011934e-02
-2.80609895e-01 -9.96317141e-02]
[ -1.99722649e-01 3.55251209e-02 -8.36109271e-02 -3.16518481e-01
9.14629343e-02 1.10094714e-01 4.32792907e-02 1.04231231e-01
-1.86931241e-01 6.09594139e-02]
[ 5.40977034e-02 -2.44837311e-01 -1.05662675e-01 -9.89487525e-02
1.72316164e-01 4.03229654e-03 4.00991290e-02 1.54383187e-01
-1.16379590e-01 -1.52541192e-01]
[ 1.60033960e-01 -1.06899531e-01 -1.33199147e-01 1.01108292e-02
1.13704563e-01 -6.65749868e-02 -6.37098756e-02 -1.47599724e-01
1.41571872e-01 -8.37123948e-02]
[ -1.24802049e-01 1.65163452e-01 2.54086140e-01 -3.50791304e-02
1.86742495e-01 9.45121245e-02 -1.89219861e-02 -2.98268232e-01
-1.32966532e-01 -6.66074323e-02]
[ -3.54756196e-01 1.13335586e-01 8.52192948e-03 -3.29852683e-02
1.25021760e-01 -1.66385576e-01 -5.81349930e-02 2.35654291e-01
-9.98723703e-02 8.14841062e-02]
[ 1.46792829e-01 1.25950633e-01 -2.41685908e-01 -9.97773871e-02
1.06622584e-01 -2.88213225e-01 -2.30108457e-03 -1.67789523e-01
-1.00268112e-02 -1.91055045e-01]
[ 2.05691250e-01 -1.40481843e-01 5.78539373e-02 -3.08001961e-02
4.99052172e-02 -2.64468661e-02 -1.86022983e-02 -1.36557777e-01
1.03434637e-01 -1.84219668e-01]
[ -1.02263531e-01 -6.55903531e-03 1.21154160e-01 1.13043463e-01
-1.12868930e-02 -1.11828829e-01 2.21784397e-01 -7.66946236e-02
1.86885005e-01 1.63512670e-03]
[ 2.97881450e-02 -8.42202721e-02 2.19971676e-01 -2.08096432e-01
4.31521829e-02 1.02549569e-01 -3.39265118e-02 -1.12128431e-01
4.31778037e-02 2.71666411e-01]]
[[ 0.39299643]
[ 1.09185732]
[ 0.19099334]
[ 0.57231145]
[-1.93236732]
[-0.24520217]
[-1.24142739]
[-0.01902625]
[ 0.42792518]
[ 0.64059701]]
Progress: 11.1% ... Training loss: 0.397 ... Validation loss: 0.653[[ 1.56874430e-01 2.81933341e-01 -1.16731614e-01 1.03855716e-01
-5.98774843e-01 -6.59686625e-02 -1.15880830e-01 1.25762349e-01
-9.24333258e-02 2.10349561e-01]
[ 1.84206843e-02 1.81347895e-01 -1.84072502e-02 4.32328681e-02
8.45769229e-02 -7.13105547e-03 2.88067646e-01 4.13834472e-02
1.41500121e-01 -2.40986225e-02]
[ 2.13188459e-01 4.34887880e-01 4.06303532e-02 1.57019813e-01
-4.13932206e-02 -7.65970087e-02 -5.67966076e-01 -3.23091472e-02
1.29645242e-01 4.01138590e-01]
[ -5.09669199e-02 -3.78370131e-01 -2.56005764e-01 -3.10122408e-02
1.57816140e-01 1.83118649e-01 2.24077628e-01 5.58056989e-02
-1.17463070e-02 2.56743388e-02]
[ 2.32792897e-03 2.24794255e-01 -1.45391485e-01 5.19201409e-02
8.75607013e-02 -1.81649751e-01 -1.81161469e-02 -1.20046526e-01
-1.90630431e-01 5.44378530e-02]
[ -3.44956473e-01 -2.63202588e-01 -2.85675791e-01 1.44216237e-01
1.32174955e-01 5.15683129e-02 -2.63853458e-02 -3.46576855e-02
-8.74134226e-03 3.76024693e-02]
[ -3.78314957e-03 -1.28233278e-01 9.81168008e-03 9.97805802e-02
-8.55275050e-02 -7.17800470e-02 1.60985225e-01 -1.88318286e-01
1.81823357e-01 4.43952317e-02]
[ 1.08661026e-01 -2.05288719e-01 2.85251710e-02 -7.69799977e-02
1.99669287e-01 -3.88625101e-02 3.72717849e-02 1.23835462e-01
5.84763335e-02 -1.91658513e-02]
[ -1.47541046e-01 3.92615954e-04 -2.96422197e-01 1.13050254e-02
-1.37337059e-01 5.91919678e-02 -3.01328419e-01 -2.63238031e-02
2.83841560e-01 -8.44476411e-02]
[ 5.23044974e-02 -2.02636045e-01 8.21647525e-02 1.13553601e-02
1.79886914e-01 -9.58818569e-02 1.20656044e-02 -9.63140020e-02
-2.11794389e-02 1.38027743e-01]
[ -7.90089468e-02 1.18210543e-01 -2.05023989e-03 -1.61887833e-01
1.92432468e-02 2.80635675e-02 6.80211770e-02 -1.01304809e-01
-2.59168670e-02 -1.25073215e-01]
[ -6.85511326e-02 8.12536472e-02 -5.19336528e-02 4.37286788e-02
1.81230422e-01 8.15797091e-02 -1.18440329e-01 -1.39827603e-02
-1.25952390e-01 -1.44989050e-01]
[ -1.55520737e-01 7.45530492e-03 6.26819126e-02 2.38920587e-02
-1.77609532e-01 -2.20536702e-01 -1.82181929e-01 -1.96914816e-01
8.88692226e-02 1.76555084e-01]
[ -2.03427420e-01 -9.89182345e-02 1.24911077e-01 2.83448815e-01
-1.73895765e-01 -8.80089338e-02 -1.64069634e-01 -2.54650705e-01
-1.97282993e-01 2.53594919e-02]
[ 1.13347471e-01 -4.04261218e-02 -2.00716063e-02 1.08423102e-01
2.97250737e-04 -7.91200680e-02 1.03914974e-01 4.52287029e-03
2.40660101e-02 1.67360676e-02]
[ 3.23310700e-02 -3.65987069e-02 -2.13095162e-01 1.39942654e-01
-5.05409444e-02 9.19822185e-02 -8.66613625e-02 -1.99352604e-02
-1.01999134e-01 -8.65628065e-03]
[ -1.35440171e-01 -7.31991898e-02 -2.10470958e-01 1.37723281e-01
1.50500887e-02 1.42029556e-01 3.76834455e-02 -2.50077692e-01
5.17377576e-02 -2.20294299e-01]
[ -6.41953776e-02 -1.26273508e-02 2.79302066e-01 1.08593020e-01
8.51302637e-02 -6.56986413e-02 -1.55058499e-01 1.21306638e-01
7.57808149e-02 4.48164405e-02]
[ 4.53580923e-02 -1.34413491e-02 8.41292017e-02 8.13449491e-02
1.04147505e-01 -1.65345501e-02 2.66866801e-01 1.20326495e-01
-4.47735562e-02 -7.07680316e-02]
[ -4.82040021e-03 -1.75368603e-01 -2.95730691e-01 -6.40223291e-02
2.93777076e-01 -8.44703283e-02 2.00318419e-01 1.64443309e-01
9.39928751e-02 -4.42949936e-02]
[ 4.95977731e-02 1.60011472e-02 -1.21069002e-01 3.70761311e-02
-7.22578539e-02 3.28391902e-01 2.48015760e-01 2.05993593e-01
-1.71521835e-01 -5.74414912e-02]
[ 2.19308732e-02 2.64330369e-02 1.29202591e-01 1.29876199e-01
-9.09959008e-02 9.88040086e-02 -2.36034942e-01 -3.93683247e-02
2.24805240e-01 1.10835756e-01]
[ 1.02708860e-01 6.99195877e-02 -5.20523220e-02 -1.12123514e-01
-9.23810189e-02 -3.26825888e-01 1.13808360e-01 8.60013276e-03
1.35487231e-01 8.21913927e-02]
[ -9.75628243e-02 2.34482482e-02 -1.50789671e-02 2.34726073e-02
7.83984482e-03 -2.02697711e-01 -9.42159425e-02 -1.94826882e-02
1.48179746e-02 1.30386930e-01]
[ -1.27500905e-01 -7.74400034e-03 -1.89631801e-01 1.91422281e-02
-3.20011136e-01 -1.25219931e-02 -6.79373030e-02 -2.23972451e-02
2.12130873e-02 8.91423338e-02]
[ 1.14768442e-02 5.60104556e-02 -5.42892296e-02 -6.88275510e-02
3.41971549e-01 2.54791572e-01 4.04785785e-01 1.14735683e-01
-1.36499544e-01 -3.06845192e-01]
[ 3.29604657e-02 -2.08710002e-01 -5.36739312e-03 -2.87201410e-03
4.39881823e-01 7.56386322e-02 3.40562116e-01 9.33600304e-02
8.17470090e-02 -3.01084015e-01]
[ 5.03151844e-02 -2.84510966e-01 -2.38314715e-02 -5.22063283e-02
5.01541932e-01 3.69979169e-03 3.33019941e-01 5.00829787e-02
-3.19166926e-01 -1.55250785e-01]
[ -1.09969105e-01 -4.07273622e-01 1.87907943e-02 -1.21350749e-01
5.13256673e-01 -1.19077601e-01 4.24223482e-01 -7.99670890e-02
-5.35126072e-03 1.60338228e-01]
[ -2.39496706e-01 -2.32923478e-01 7.78102231e-02 1.60842649e-02
7.28751307e-01 1.19735675e-01 2.48873507e-01 4.98471301e-02
-3.99797405e-02 -6.82837375e-02]
[ -1.23693564e-01 -7.06947772e-02 2.86843026e-01 -1.35744692e-01
3.27960148e-01 -8.19843500e-02 4.44639998e-01 1.68125148e-02
-1.72920439e-01 8.02026573e-02]
[ -8.02861292e-02 -8.15467563e-02 -1.57807333e-01 -3.43305796e-02
2.80017324e-01 -2.52963000e-01 2.95332087e-02 1.71827990e-01
4.09283837e-02 -4.96721420e-02]
[ 1.05157332e-01 2.07908105e-01 1.60207212e-01 -1.02770435e-01
-3.69474906e-02 5.52823244e-02 -1.13495552e-01 2.84884178e-01
6.46955893e-02 1.58649725e-01]
[ 3.08231382e-01 2.02682695e-01 -1.03281373e-01 2.60601075e-01
-7.71241417e-01 -2.66919404e-01 -3.49362227e-01 1.77664725e-01
3.36148901e-01 -1.05647591e-01]
[ 5.28224400e-02 1.59571646e-01 2.54878053e-01 2.59083691e-01
-8.03588196e-02 -1.97058049e-01 -1.88934407e-01 -1.31798317e-01
-1.33453656e-01 -2.77520827e-01]
[ 3.85783556e-02 -9.58641554e-03 -1.10585815e-01 -3.23093935e-02
1.88159836e-01 3.48492930e-02 -4.91898660e-02 -1.83208684e-01
5.16401338e-02 2.30566837e-01]
[ -1.11613726e-02 -8.28470576e-02 -7.17385011e-02 -6.78194083e-02
4.17687864e-02 -1.68147318e-01 1.20669868e-01 9.72700874e-03
2.49499391e-02 -7.75222973e-03]
[ 1.03041834e-02 1.36776772e-02 2.36720844e-01 4.76442715e-02
-1.42889780e-01 -1.23207568e-01 1.72134395e-01 3.95195546e-02
-2.06708351e-01 8.56828100e-02]
[ 4.55676394e-02 -3.89439681e-02 9.63422364e-02 -2.96116075e-02
-1.22043031e-01 8.38092367e-02 1.41702124e-01 -2.71779014e-01
-4.56781639e-02 -1.24136485e-01]
[ -3.25421603e-02 2.48820891e-02 7.49317028e-02 -6.04459437e-02
6.43910223e-02 1.93070055e-01 1.61097621e-01 1.17580537e-01
-4.43623615e-02 1.48415446e-01]
[ 2.18223028e-01 4.82995181e-02 2.78977488e-02 7.79830949e-02
6.86897581e-02 -1.96160685e-02 -1.44328263e-01 1.48068177e-01
-5.67839375e-02 -2.03099969e-02]
[ -1.83830866e-03 -1.33593927e-01 -4.08582023e-03 -2.30820861e-02
-2.09225154e-01 -9.98608202e-02 -8.51757090e-02 3.97065285e-02
7.21596016e-02 1.34128267e-01]
[ -5.96203554e-02 3.64569309e-01 7.00723740e-02 2.69565726e-01
-6.73149415e-01 -2.58399316e-01 -4.38278908e-01 -7.64139365e-02
1.69307100e-01 1.97312302e-01]
[ 1.04115075e-01 3.83061749e-01 2.35950114e-02 3.07176906e-01
-5.04619245e-01 -4.24453772e-02 -2.82269452e-01 1.48133572e-01
1.10712100e-01 3.92792108e-01]
[ 2.30711034e-01 2.20675094e-01 2.29633606e-01 9.35471100e-02
-2.43322866e-01 1.00040038e-01 -1.20072883e-01 1.62074488e-01
1.98920871e-01 2.81789226e-02]
[ -8.95049664e-02 1.73035054e-01 2.33498940e-01 -9.70967537e-03
4.37054656e-02 1.40596831e-01 -4.83244886e-02 -1.54215000e-02
-5.35684673e-02 2.61469364e-02]
[ -1.00702048e-01 -1.65155429e-02 2.32252903e-02 8.56430873e-02
-2.93875521e-02 1.19221193e-01 2.68688957e-01 2.03050080e-02
-2.80698206e-01 -9.97709250e-02]
[ -1.99858151e-01 3.51585705e-02 -8.36807429e-02 -3.16722657e-01
9.20780829e-02 1.10177834e-01 4.36410582e-02 1.04238138e-01
-1.87078954e-01 6.07406006e-02]
[ 5.43188949e-02 -2.44286157e-01 -1.05543185e-01 -9.85877391e-02
1.71132645e-01 3.87685642e-03 3.93763437e-02 1.54371629e-01
-1.16118037e-01 -1.52185708e-01]
[ 1.59563593e-01 -1.08326704e-01 -1.33367578e-01 9.50896212e-03
1.15807109e-01 -6.63289176e-02 -6.22726203e-02 -1.47578513e-01
1.41074214e-01 -8.44572868e-02]
[ -1.25105319e-01 1.63841887e-01 2.53946235e-01 -3.55494102e-02
1.88383714e-01 9.47244549e-02 -1.79356954e-02 -2.98253466e-01
-1.33240250e-01 -6.70933864e-02]
[ -3.55162202e-01 1.12250897e-01 8.33208021e-03 -3.35363829e-02
1.26750153e-01 -1.66163323e-01 -5.70340345e-02 2.35670617e-01
-1.00264288e-01 8.09218994e-02]
[ 1.46792762e-01 1.25785218e-01 -2.41685198e-01 -9.98461533e-02
1.06988776e-01 -2.88211330e-01 -1.98692985e-03 -1.67789622e-01
-1.00420380e-02 -1.91124759e-01]
[ 2.04671002e-01 -1.43178026e-01 5.73277587e-02 -3.23933015e-02
5.51568588e-02 -2.58177724e-02 -1.53694914e-02 -1.36505284e-01
1.02256547e-01 -1.85927034e-01]
[ -1.01674492e-01 -5.17172274e-03 1.21439870e-01 1.13857255e-01
-1.41132920e-02 -1.12145331e-01 2.20119427e-01 -7.67244529e-02
1.87484659e-01 2.57286427e-03]
[ 2.98796211e-02 -8.40849284e-02 2.20046962e-01 -2.07891072e-01
4.25410199e-02 1.02452748e-01 -3.41439986e-02 -1.12135429e-01
4.33463617e-02 2.71855277e-01]]
[[ 0.3838942 ]
[ 1.08522569]
[ 0.18560161]
[ 0.56628686]
[-1.94390175]
[-0.25318542]
[-1.24985635]
[-0.02761237]
[ 0.41996508]
[ 0.63169187]]
Progress: 11.1% ... Training loss: 0.402 ... Validation loss: 0.661[[ 0.15874442 0.28596533 -0.11581628 0.10667002 -0.60717086 -0.06709692
-0.12078924 0.12562116 -0.09024634 0.21331788]
[ 0.01865953 0.1820071 -0.01827826 0.04362003 0.08327707 -0.00729472
0.28737074 0.04136543 0.14177258 -0.02368636]
[ 0.21467994 0.43876685 0.04140781 0.15903326 -0.04868348 -0.077387
-0.57127022 -0.03241422 0.13118321 0.40293655]
[-0.05158709 -0.37972179 -0.25641147 -0.03186881 0.16092871 0.18341892
0.22583505 0.05585576 -0.01266657 0.0250105 ]
[ 0.00281537 0.22418663 -0.14514196 0.05245056 0.08561661 -0.18179584
-0.01877442 -0.120074 -0.18984808 0.05514707]
[-0.34455487 -0.26254225 -0.28547083 0.14496577 0.12976642 0.05125584
-0.0275025 -0.03469398 -0.00818923 0.03832108]
[-0.00332385 -0.12725366 0.01004191 0.10034002 -0.08687321 -0.07202984
0.15961542 -0.18834672 0.18231264 0.04506114]
[ 0.11007489 -0.20172558 0.02927373 -0.07473146 0.19160725 -0.03977551
0.03367664 0.12372127 0.06017872 -0.01706985]
[-0.14587576 0.00443838 -0.29564932 0.01371786 -0.14489268 0.05813699
-0.30589584 -0.02644255 0.28556929 -0.08179737]
[ 0.05510924 -0.19552541 0.08356026 0.01555698 0.16580072 -0.09764954
0.00440451 -0.09652549 -0.01801954 0.14225313]
[-0.0784748 0.11953075 -0.00178171 -0.1610565 0.01640917 0.02768703
0.06630665 -0.10134438 -0.02529231 -0.12420225]
[-0.06794998 0.08207166 -0.05164106 0.04466608 0.17877879 0.08119368
-0.11971424 -0.01402936 -0.12526533 -0.14395462]
[-0.15552074 0.0074553 0.06268191 0.02389206 -0.17760953 -0.2205367
-0.18218193 -0.19691482 0.08886922 0.17655508]
[-0.20326181 -0.09852515 0.12501973 0.28380925 -0.17499381 -0.08815984
-0.16460021 -0.25466819 -0.19703906 0.02565273]
[ 0.11375648 -0.03957133 -0.01989574 0.10904159 -0.00190975 -0.07938206
0.10271526 0.00449335 0.0245255 0.01742811]
[ 0.03269352 -0.03585391 -0.21291803 0.14045147 -0.05188064 0.0917375
-0.08768472 -0.01996361 -0.10156172 -0.00809736]
[-0.13520864 -0.07265658 -0.21034743 0.13803138 0.01412423 0.14191635
0.03693646 -0.25008957 0.05199636 -0.21992407]
[-0.06457307 -0.01369678 0.27911929 0.10803923 0.08708286 -0.06546106
-0.15377873 0.12133423 0.07536085 0.044202 ]
[ 0.04569444 -0.01306792 0.08430547 0.08180249 0.10257801 -0.01667682
0.26622418 0.12029932 -0.04435992 -0.07024381]
[-0.00403639 -0.17299217 -0.29531908 -0.06277472 0.2892808 -0.08499489
0.19804002 0.16438228 0.09489728 -0.04323604]
[ 0.04971041 0.01618006 -0.12101465 0.03723692 -0.07290114 0.32831123
0.24778683 0.20598415 -0.1713826 -0.05733495]
[ 0.02259533 0.02835184 0.12953936 0.13091235 -0.09448534 0.09834775
-0.23771415 -0.03941865 0.22549414 0.11195644]
[ 0.10400546 0.07309916 -0.05144936 -0.11022335 -0.09805889 -0.32764345
0.11002294 0.00850736 0.13689618 0.08431863]
[-0.09753649 0.02346957 -0.01506975 0.02350459 0.00774251 -0.20271504
-0.09428508 -0.01948435 0.01483097 0.13041342]
[-0.12757218 -0.00800948 -0.18966876 0.0190363 -0.31979132 -0.01248033
-0.06768227 -0.02239286 0.02113701 0.08900901]
[ 0.01125086 0.0553142 -0.05441143 -0.06918936 0.34323022 0.25495546
0.40553163 0.11475306 -0.13676295 -0.30723357]
[ 0.03260709 -0.20986813 -0.00552765 -0.00335158 0.44158025 0.07586014
0.3418202 0.09338326 0.08139977 -0.30169737]
[ 0.05021669 -0.28498981 -0.02389091 -0.05237005 0.50219555 0.00377893
0.33345544 0.05009092 -0.31929031 -0.15542898]
[-0.11045343 -0.40860398 0.01854749 -0.12209559 0.51573237 -0.11876026
0.42575365 -0.0799311 -0.00589201 0.15957223]
[-0.2395738 -0.23310122 0.07777302 0.01597155 0.72906309 0.11978246
0.24910864 0.04985267 -0.04006316 -0.06840661]
[-0.12387954 -0.07128538 0.2867516 -0.1360288 0.32895603 -0.08185827
0.44525321 0.01682628 -0.17312591 0.07993214]
[-0.0805513 -0.08230544 -0.15793625 -0.03473213 0.28127964 -0.25278593
0.03037623 0.17184718 0.04065041 -0.0501067 ]
[ 0.1056135 0.20906655 0.16039926 -0.1021282 -0.03903091 0.05500097
-0.11480459 0.28485215 0.06517505 0.15938179]
[ 0.30902014 0.20493548 -0.10288079 0.26184427 -0.77547891 -0.26743935
-0.35190261 0.17760291 0.3370518 -0.10426742]
[ 0.05328373 0.16096298 0.25510704 0.25980952 -0.08275007 -0.19737925
-0.19055968 -0.13183438 -0.13291273 -0.27672912]
[ 0.0386163 -0.00963544 -0.11056435 -0.03223447 0.18795921 0.03483024
-0.04924977 -0.18321219 0.05168897 0.23065909]
[-0.01036102 -0.08034828 -0.0713062 -0.06649804 0.03725549 -0.16870081
0.11808799 0.00966177 0.0259033 -0.00640092]
[ 0.01036528 0.01384274 0.23674671 0.04772295 -0.14314891 -0.12325143
0.17199765 0.03951751 -0.2066539 0.08575657]
[ 0.04591627 -0.03795709 0.09653539 -0.02905031 -0.12382486 0.08356035
0.14061627 -0.27180642 -0.04525515 -0.12356221]
[-0.03189301 0.02690325 0.07526211 -0.05942524 0.06084551 0.19261733
0.15904189 0.11753138 -0.04366167 0.14929113]
[ 0.21830217 0.04842081 0.02793493 0.07807531 0.06843651 -0.01965444
-0.14458895 0.14806334 -0.05670795 -0.02020108]
[-0.00121874 -0.13203114 -0.00379548 -0.02219951 -0.21212688 -0.1002254
-0.08713461 0.0396643 0.07282372 0.13513247]
[-0.05795357 0.36779986 0.07087017 0.27190025 -0.68073686 -0.25938944
-0.4420631 -0.07653104 0.17109287 0.19973073]
[ 0.1040915 0.38304414 0.02358177 0.30710591 -0.504322 -0.04243149
-0.28226674 0.14813489 0.110686 0.39280843]
[ 0.23067473 0.22062291 0.22961272 0.09351185 -0.24317929 0.10004445
-0.11994272 0.16207578 0.19889527 0.02810329]
[-0.08948476 0.17312263 0.23350652 -0.00968366 0.04361808 0.1405845
-0.04840463 -0.01542291 -0.0535491 0.02616381]
[-0.10073062 -0.01662818 0.02322834 0.08566527 -0.029388 0.11921948
0.26882432 0.02030524 -0.28070281 -0.09979028]
[-0.19991498 0.0350249 -0.08369483 -0.31678289 0.09226994 0.11019208
0.04379172 0.10424037 -0.18710657 0.0606751 ]
[ 0.05410553 -0.24495822 -0.10565633 -0.09892834 0.17231448 0.00402991
0.04012569 0.15438871 -0.11636984 -0.15255653]
[ 0.16070631 -0.10497078 -0.13277375 0.01133884 0.10955946 -0.06709069
-0.06576851 -0.14766988 0.14237359 -0.08253953]
[-0.12369095 0.16651008 0.2546454 -0.03348946 0.18195275 0.09388089
-0.02103432 -0.29835615 -0.13167594 -0.06494276]
[-0.35456353 0.11405264 0.00863181 -0.03258754 0.12363031 -0.16657067
-0.05894206 0.23562571 -0.09961688 0.08190805]
[ 0.14682421 0.12574681 -0.24168779 -0.09981908 0.10699621 -0.2882375
-0.0019553 -0.16779118 -0.01001438 -0.19111837]
[ 0.20504996 -0.14242913 0.05751875 -0.03184429 0.05339386 -0.0260477
-0.01649867 -0.13653568 0.10267944 -0.18531318]
[-0.10163837 -0.00545874 0.12144787 0.11378624 -0.01349273 -0.11211514
0.22008049 -0.07672401 0.18754022 0.00256094]
[ 0.03021738 -0.08308541 0.22021448 -0.20726446 0.04010258 0.1021611
-0.0351545 -0.1121626 0.04380067 0.27232321]]
[[ 0.40837323]
[ 1.11168597]
[ 0.20716506]
[ 0.59152042]
[-1.92839395]
[-0.23549242]
[-1.23479902]
[-0.00740626]
[ 0.44554463]
[ 0.65765882]]
Progress: 11.2% ... Training loss: 0.399 ... Validation loss: 0.644[[ 1.58390689e-01 2.84845370e-01 -1.15962887e-01 1.06214393e-01
-6.04695830e-01 -6.69307735e-02 -1.19719599e-01 1.25625506e-01
-9.05370526e-02 2.12585102e-01]
[ 1.87662438e-02 1.82188158e-01 -1.82323630e-02 4.37722470e-02
8.28687002e-02 -7.36004556e-03 2.87094668e-01 4.13632575e-02
1.41901991e-01 -2.35227500e-02]
[ 2.14258544e-01 4.38293804e-01 4.12344249e-02 1.58545690e-01
-4.77627194e-02 -7.72145868e-02 -5.70365301e-01 -3.24100275e-02
1.30871399e-01 4.02339947e-01]
[ -5.06742124e-02 -3.77307984e-01 -2.55985964e-01 -3.05496210e-02
1.57465864e-01 1.82920680e-01 2.23135241e-01 5.58414162e-02
-1.18355418e-02 2.65758555e-02]
[ 6.68513063e-04 2.18691925e-01 -1.46295518e-01 4.92594734e-02
9.51882860e-02 -1.80618622e-01 -1.18346593e-02 -1.20036605e-01
-1.92156749e-01 5.13687912e-02]
[ -3.44863797e-01 -2.63680504e-01 -2.85597025e-01 1.44545569e-01
1.31386872e-01 5.14073458e-02 -2.63995370e-02 -3.46893327e-02
-8.46172003e-03 3.77706788e-02]
[ -4.28815391e-03 -1.29753326e-01 9.49146895e-03 9.88847747e-02
-8.13770189e-02 -7.15099958e-02 1.62501116e-01 -1.88330343e-01
1.81227570e-01 4.33488472e-02]
[ 1.09489850e-01 -2.03426565e-01 2.90206834e-02 -7.54733478e-02
1.93718607e-01 -3.94814484e-02 3.55646289e-02 1.23730296e-01
5.96259579e-02 -1.79555004e-02]
[ -1.46129900e-01 3.77055242e-03 -2.95781230e-01 1.33343059e-02
-1.43703695e-01 5.82800570e-02 -3.05136490e-01 -2.64376421e-02
2.85287730e-01 -8.22303254e-02]
[ 5.38354818e-02 -1.99555750e-01 8.29563688e-02 1.37837842e-02
1.71306878e-01 -9.69999715e-02 8.52312423e-03 -9.65051194e-02
-1.92378821e-02 1.40020384e-01]
[ -7.88566748e-02 1.18853903e-01 -1.99904058e-03 -1.61631374e-01
1.92418979e-02 2.78748196e-02 6.73312784e-02 -1.01338188e-01
-2.57557613e-02 -1.24740268e-01]
[ -6.84067473e-02 8.07721187e-02 -5.18814334e-02 4.40132523e-02
1.80856895e-01 8.14648066e-02 -1.18221477e-01 -1.40209731e-02
-1.25775422e-01 -1.44765146e-01]
[ -1.55520737e-01 7.45530492e-03 6.26819126e-02 2.38920587e-02
-1.77609532e-01 -2.20536702e-01 -1.82181929e-01 -1.96914816e-01
8.88692226e-02 1.76555084e-01]
[ -2.03716152e-01 -9.98445513e-02 1.24801178e-01 2.83168650e-01
-1.72703504e-01 -8.79052367e-02 -1.63208663e-01 -2.54660454e-01
-1.97521611e-01 2.48939307e-02]
[ 1.13757070e-01 -3.96998407e-02 -1.98997096e-02 1.09014797e-01
-1.73040910e-03 -7.93830355e-02 1.02827051e-01 4.49340275e-03
2.45432080e-02 1.73932060e-02]
[ 3.27828202e-02 -3.55433400e-02 -2.12893092e-01 1.40542276e-01
-5.15425098e-02 9.16798848e-02 -8.78838558e-02 -1.99652190e-02
-1.01500085e-01 -7.97528573e-03]
[ -1.35139326e-01 -7.23177729e-02 -2.10318163e-01 1.38147365e-01
1.40278449e-02 1.41845605e-01 3.66189810e-02 -2.50091920e-01
5.20634198e-02 -2.19819214e-01]
[ -6.48398013e-02 -1.45109488e-02 2.78956609e-01 1.07629436e-01
8.83194682e-02 -6.53161283e-02 -1.52791723e-01 1.21338766e-01
7.50863189e-02 4.36177893e-02]
[ 4.46734848e-02 -1.58285325e-02 8.38108759e-02 8.03893616e-02
1.06793341e-01 -1.61024875e-02 2.69169043e-01 1.20316648e-01
-4.54024027e-02 -7.18355446e-02]
[ -4.57300988e-03 -1.74521728e-01 -2.95621127e-01 -6.36459180e-02
2.91960109e-01 -8.46670811e-02 1.99777913e-01 1.64393187e-01
9.42532302e-02 -4.41174435e-02]
[ 4.97055369e-02 1.62018233e-02 -1.20969854e-01 3.73367898e-02
-7.30848895e-02 3.28281586e-01 2.47650740e-01 2.05983320e-01
-1.71329584e-01 -5.72107176e-02]
[ 2.25062819e-02 2.80468812e-02 1.29493283e-01 1.30783792e-01
-9.41153427e-02 9.83949219e-02 -2.37281936e-01 -3.94173045e-02
2.25404325e-01 1.11698538e-01]
[ 1.04091541e-01 7.33808545e-02 -5.14018442e-02 -1.10093307e-01
-9.85033971e-02 -3.27697722e-01 1.09718086e-01 8.50583984e-03
1.36997285e-01 8.44432314e-02]
[ -9.78296726e-02 2.26877824e-02 -1.52204118e-02 2.30709173e-02
9.13528430e-03 -2.02550078e-01 -9.33840319e-02 -1.94789487e-02
1.45099930e-02 1.29955189e-01]
[ -1.27264091e-01 -7.33003837e-03 -1.89498281e-01 1.95224415e-02
-3.21351499e-01 -1.26724219e-02 -6.85950531e-02 -2.23989047e-02
2.14990066e-02 8.95191292e-02]
[ 1.12378411e-02 5.52935978e-02 -5.44179432e-02 -6.92075202e-02
3.43287607e-01 2.54962587e-01 4.05567192e-01 1.14753297e-01
-1.36775429e-01 -3.07253599e-01]
[ 3.17216273e-02 -2.12388130e-01 -6.00141125e-03 -4.72073335e-03
4.46003024e-01 7.63970367e-02 3.44596440e-01 9.34002859e-02
8.03845982e-02 -3.03192340e-01]
[ 5.03331339e-02 -2.84841867e-01 -2.38308335e-02 -5.21913962e-02
5.01712593e-01 3.70010053e-03 3.33236144e-01 5.00887470e-02
-3.19141591e-01 -1.55258482e-01]
[ -1.10865612e-01 -4.09680395e-01 1.83429039e-02 -1.22692411e-01
5.17602827e-01 -1.18528341e-01 4.26919605e-01 -7.99239793e-02
-6.34337244e-03 1.58950451e-01]
[ -2.40362791e-01 -2.35194446e-01 7.73674884e-02 1.48113229e-02
7.32647599e-01 1.20247689e-01 2.51531373e-01 4.98674330e-02
-4.09377339e-02 -6.97194558e-02]
[ -1.24677770e-01 -7.35039639e-02 2.86338857e-01 -1.37212652e-01
3.32429927e-01 -8.14078626e-02 4.47607291e-01 1.68411114e-02
-1.74013869e-01 7.86656931e-02]
[ -8.08218503e-02 -8.30156266e-02 -1.58072923e-01 -3.51169804e-02
2.82546200e-01 -2.52635896e-01 3.11958036e-02 1.71851869e-01
4.03518624e-02 -5.05251028e-02]
[ 1.05609473e-01 2.09075741e-01 1.60402875e-01 -1.02129421e-01
-3.89998135e-02 5.50111822e-02 -1.14800112e-01 2.84852174e-01
6.51776558e-02 1.59377165e-01]
[ 3.09396791e-01 2.05803708e-01 -1.02728805e-01 2.62294541e-01
-7.76390467e-01 -2.67627545e-01 -3.52933383e-01 1.77596947e-01
3.37358928e-01 -1.03721005e-01]
[ 5.34257375e-02 1.61268865e-01 2.55194203e-01 2.60048301e-01
-8.35725711e-02 -1.97472563e-01 -1.90991212e-01 -1.31837231e-01
-1.32731543e-01 -2.76510449e-01]
[ 3.86245044e-02 -9.61474295e-03 -1.10560367e-01 -3.22225850e-02
1.87920667e-01 3.48254801e-02 -4.92715137e-02 -1.83212322e-01
5.16979687e-02 2.30671530e-01]
[ -1.03746034e-02 -8.03768802e-02 -7.13134818e-02 -6.65187867e-02
3.73210693e-02 -1.68692665e-01 1.18126600e-01 9.66202711e-03
2.58880835e-02 -6.42277193e-03]
[ 1.05500018e-02 1.42823690e-02 2.36822906e-01 4.79710030e-02
-1.43994043e-01 -1.23362136e-01 1.71481384e-01 3.95141004e-02
-2.06450886e-01 8.59861673e-02]
[ 4.59706509e-02 -3.77054754e-02 9.65546024e-02 -2.89712323e-02
-1.24017146e-01 8.35150899e-02 1.40484016e-01 -2.71807624e-01
-4.51918399e-02 -1.23547754e-01]
[ -3.15544738e-02 2.77170141e-02 7.54388054e-02 -5.89304134e-02
5.92434702e-02 1.92423894e-01 1.58144858e-01 1.17524996e-01
-4.32741992e-02 1.49806462e-01]
[ 2.18190077e-01 4.80680703e-02 2.78814533e-02 7.79331683e-02
6.88855169e-02 -1.96017426e-02 -1.44209916e-01 1.48065041e-01
-5.68025151e-02 -2.03966390e-02]
[ -1.50267109e-03 -1.32659015e-01 -3.94410578e-03 -2.26153335e-02
-2.10705581e-01 -1.00078825e-01 -8.63665475e-02 3.96683877e-02
7.25016471e-02 1.34674869e-01]
[ -5.78658039e-02 3.67993039e-01 7.09154480e-02 2.72021161e-01
-6.81040603e-01 -2.59437319e-01 -4.42259407e-01 -7.65327156e-02
1.71192055e-01 1.99825664e-01]
[ 1.04079466e-01 3.83008660e-01 2.35852051e-02 3.07090198e-01
-5.04137865e-01 -4.24368410e-02 -2.82136515e-01 1.48134690e-01
1.10695990e-01 3.92734881e-01]
[ 2.31424354e-01 2.22786035e-01 2.30068476e-01 9.48673611e-02
-2.47192293e-01 9.95265046e-02 -1.22457155e-01 1.62059438e-01
1.99908301e-01 2.94896686e-02]
[ -8.95031200e-02 1.73224884e-01 2.33489899e-01 -9.73803930e-03
4.37963721e-02 1.40597400e-01 -4.84543257e-02 -1.54223758e-02
-5.35789281e-02 2.61692082e-02]
[ -1.00718712e-01 -1.65977276e-02 2.32435350e-02 8.56993095e-02
-2.95139207e-02 1.19204981e-01 2.68760409e-01 2.03049147e-02
-2.80679047e-01 -9.97584438e-02]
[ -2.00343662e-01 3.38814360e-02 -8.39090227e-02 -3.17416713e-01
9.43171041e-02 1.10445391e-01 4.50845380e-02 1.04248207e-01
-1.87579895e-01 6.00007637e-02]
[ 5.39640443e-02 -2.45483731e-01 -1.05736533e-01 -9.91443230e-02
1.73016997e-01 4.11309653e-03 4.06475562e-02 1.54391202e-01
-1.16535027e-01 -1.52801787e-01]
[ 1.59806083e-01 -1.07640474e-01 -1.33245677e-01 9.99306353e-03
1.13668423e-01 -6.65288510e-02 -6.28784150e-02 -1.47652562e-01
1.41347986e-01 -8.41257266e-02]
[ -1.23882262e-01 1.65991566e-01 2.54526914e-01 -3.37757344e-02
1.82863811e-01 9.39818763e-02 -2.04222167e-02 -2.98353355e-01
-1.31877508e-01 -6.52670443e-02]
[ -3.55474661e-01 1.11699891e-01 8.15626009e-03 -3.39575313e-02
1.27864512e-01 -1.66071513e-01 -5.61909659e-02 2.35641857e-01
-1.00599101e-01 8.03953606e-02]
[ 1.46921386e-01 1.26208161e-01 -2.41574902e-01 -9.94896605e-02
1.06260626e-01 -2.88395138e-01 -2.49775948e-03 -1.67795374e-01
-9.78108414e-03 -1.90836486e-01]
[ 2.04865977e-01 -1.43081869e-01 5.74274107e-02 -3.21102209e-02
5.42122310e-02 -2.59484257e-02 -1.58298543e-02 -1.36532425e-01
1.02487490e-01 -1.85641635e-01]
[ -1.01525088e-01 -5.36327973e-03 1.21501957e-01 1.13918041e-01
-1.31900724e-02 -1.12183261e-01 2.19681215e-01 -7.67264815e-02
1.87645327e-01 2.75188507e-03]
[ 3.00811715e-02 -8.34552489e-02 2.20143204e-01 -2.07458604e-01
4.08798954e-02 1.02234076e-01 -3.44988737e-02 -1.12160519e-01
4.36717264e-02 2.72020713e-01]]
[[ 0.40038301]
[ 1.1032564 ]
[ 0.19735521]
[ 0.58166758]
[-1.94505765]
[-0.24308923]
[-1.24694551]
[-0.01654467]
[ 0.43694069]
[ 0.64712638]]
Progress: 11.2% ... Training loss: 0.394 ... Validation loss: 0.644[[ 0.15873614 0.28594228 -0.11574297 0.1065778 -0.6049589 -0.06712925
-0.12051402 0.12560968 -0.090035 0.21304898]
[ 0.01849484 0.18154967 -0.01836958 0.04337885 0.08423073 -0.00719496
0.28790302 0.04137445 0.14158443 -0.02395164]
[ 0.21479544 0.44016338 0.0414445 0.15884809 -0.04909253 -0.07735606
-0.57164173 -0.03242362 0.13133349 0.40293509]
[-0.04970857 -0.37466381 -0.25547348 -0.02909049 0.15304187 0.18236858
0.22038619 0.05579859 -0.01070721 0.02806995]
[ 0.00258356 0.22389826 -0.14538648 0.05191029 0.08632359 -0.1817564
-0.01665581 -0.12011536 -0.19002813 0.05376327]
[-0.34464956 -0.26337526 -0.28543969 0.14502125 0.13010268 0.05117725
-0.02695221 -0.03470306 -0.00810593 0.0381922 ]
[-0.0040906 -0.12895308 0.00963452 0.0991464 -0.08151316 -0.07164855
0.16151798 -0.18833951 0.18151484 0.04385387]
[ 0.11052436 -0.20087138 0.0295321 -0.07407203 0.18927717 -0.04007443
0.03337034 0.12368754 0.06079976 -0.01657745]
[-0.14710446 0.00122525 -0.29622981 0.01190088 -0.13893531 0.05887088
-0.302191 -0.02639711 0.28420912 -0.08379552]
[ 0.05485398 -0.19721464 0.08353916 0.01522078 0.1672671 -0.0976551
0.00596874 -0.09654903 -0.01796195 0.14159848]
[-0.07924068 0.11801729 -0.00214166 -0.1620898 0.02126858 0.02806623
0.06850439 -0.10132521 -0.02610678 -0.12528379]
[-0.0685695 0.080383 -0.05195839 0.04373988 0.18177661 0.08155772
-0.11762481 -0.01401515 -0.12596209 -0.14506033]
[-0.15552074 0.0074553 0.06268191 0.02389206 -0.17760953 -0.2205367
-0.18218193 -0.19691482 0.08886922 0.17655508]
[-0.20357667 -0.09975091 0.12490172 0.28346583 -0.17356739 -0.08802515
-0.16353794 -0.2546687 -0.19732101 0.0251749 ]
[ 0.11365075 -0.03993304 -0.01993101 0.1089361 -0.00136374 -0.07936811
0.10316972 0.00449576 0.02447599 0.01724281]
[ 0.03333821 -0.03399799 -0.21260208 0.14133857 -0.05395985 0.09130776
-0.08971527 -0.01999023 -0.1008415 -0.00706969]
[-0.1345917 -0.07078319 -0.21004948 0.13886598 0.01205986 0.14154166
0.03502768 -0.2501128 0.05266088 -0.21893143]
[-0.06551743 -0.01622381 0.27863754 0.10668068 0.09161111 -0.06492963
-0.1509541 0.12136643 0.07437343 0.04266801]
[ 0.04482993 -0.01524563 0.08390632 0.08063379 0.10588262 -0.0161978
0.26849034 0.12030978 -0.04520754 -0.07155151]
[-0.00467399 -0.17480879 -0.29567435 -0.06381116 0.29249307 -0.08460373
0.20009132 0.16439775 0.09413938 -0.0442667 ]
[ 0.05020078 0.01745734 -0.12071359 0.03810031 -0.07516169 0.32795207
0.24628504 0.20596119 -0.17075711 -0.0564172 ]
[ 0.02258621 0.02809221 0.12953381 0.13078244 -0.09428983 0.09839982
-0.23683959 -0.03941996 0.22552634 0.11157868]
[ 0.10408523 0.07338113 -0.05137503 -0.11008994 -0.09845158 -0.3277068
0.10978524 0.00850567 0.13698823 0.08443319]
[-0.09779672 0.02277413 -0.01520447 0.0231177 0.00897584 -0.20256817
-0.09347534 -0.0194803 0.0145443 0.13000801]
[-0.12790817 -0.00912549 -0.18982671 0.01855151 -0.31811731 -0.01226491
-0.06649515 -0.02237128 0.02075994 0.08843314]
[ 0.01116023 0.05506433 -0.05446346 -0.06932779 0.34364733 0.25501177
0.40583346 0.11475671 -0.1368721 -0.30739844]
[ 0.03148788 -0.21301983 -0.00612493 -0.00508402 0.44721841 0.07654223
0.34538006 0.09341038 0.08012369 -0.30359615]
[ 0.04988891 -0.28609808 -0.02403438 -0.05281205 0.50387996 0.0039647
0.3346247 0.05010674 -0.31962818 -0.15596216]
[-0.11130656 -0.41085693 0.01813506 -0.12332913 0.519655 -0.1182629
0.42833761 -0.07990581 -0.00678816 0.15839221]
[-0.24061601 -0.2359166 0.07725397 0.01447349 0.73371761 0.12039113
0.25230436 0.04987708 -0.04118885 -0.07005802]
[-0.12485644 -0.07398372 0.28625772 -0.13747443 0.33330488 -0.08129852
0.44810939 0.01684856 -0.1742105 0.07841041]
[-0.08094322 -0.0833321 -0.15812907 -0.03528558 0.28314676 -0.25257195
0.03157473 0.17185683 0.0402258 -0.05071797]
[ 0.10581882 0.20975889 0.16051665 -0.10175912 -0.04015623 0.05486411
-0.11557587 0.28484169 0.06544434 0.15971012]
[ 0.30990855 0.20725787 -0.10246852 0.26304368 -0.77822161 -0.26795005
-0.35458307 0.17757606 0.33798029 -0.10287502]
[ 0.05361796 0.16177561 0.25532533 0.26040044 -0.08481607 -0.1976271
-0.19164074 -0.1318477 -0.13247043 -0.27615281]
[ 0.03819458 -0.01072184 -0.11075981 -0.03282824 0.18996377 0.03507553
-0.04813138 -0.1831954 0.05124673 0.23009318]
[-0.01033646 -0.08025528 -0.07129252 -0.06645507 0.03712137 -0.16871603
0.11801044 0.00966 0.02592977 -0.00635279]
[ 0.01031092 0.01371349 0.23670373 0.04760613 -0.14278509 -0.1232203
0.17224352 0.03952424 -0.20672208 0.08559037]
[ 0.04579405 -0.03818871 0.09647571 -0.02923461 -0.12314807 0.08362388
0.14104639 -0.27180074 -0.04539094 -0.12383623]
[-0.03120197 0.02875932 0.0756278 -0.05837351 0.05748948 0.19219027
0.1570489 0.11750925 -0.04286401 0.15034733]
[ 0.21773034 0.04696396 0.02765627 0.07724312 0.07122123 -0.01932062
-0.1428474 0.14808503 -0.05731812 -0.02113293]
[-0.00155916 -0.132685 -0.00397215 -0.02270206 -0.21040872 -0.10004456
-0.08631456 0.03967081 0.07242513 0.13463633]
[-0.05669199 0.37046466 0.07148785 0.27357146 -0.68611723 -0.26008531
-0.44478033 -0.0765785 0.17247831 0.2013408 ]
[ 0.10467821 0.38464122 0.02387101 0.30792533 -0.50678892 -0.04279718
-0.28385999 0.14810979 0.11130138 0.39366799]
[ 0.23176722 0.22369967 0.23025053 0.09535745 -0.24866758 0.09930325
-0.12354481 0.16204382 0.20030652 0.03003257]
[-0.0889904 0.17458815 0.23373693 -0.00898408 0.04145667 0.1402822
-0.04995653 -0.01544352 -0.05301364 0.02695702]
[-0.10063062 -0.0163433 0.02329527 0.08584193 -0.02998904 0.11914575
0.26846269 0.02030072 -0.28056095 -0.09962403]
[-0.20045325 0.03360846 -0.08396353 -0.31758192 0.09482269 0.11051411
0.04532438 0.10425279 -0.18770235 0.05985156]
[ 0.05363675 -0.24643744 -0.10589102 -0.09961836 0.17452668 0.00430347
0.04165257 0.15440466 -0.11687223 -0.15333923]
[ 0.15958908 -0.10811563 -0.1333237 0.00971977 0.11470335 -0.06642536
-0.06219774 -0.14764457 0.14122159 -0.08451937]
[-0.1230079 0.16837136 0.25496069 -0.03248255 0.17914282 0.09344018
-0.02292985 -0.29838989 -0.1309184 -0.06392036]
[-0.35498698 0.11266481 0.00843758 -0.03321434 0.12561614 -0.1663912
-0.0572153 0.2356189 -0.09998888 0.08104153]
[ 0.14649346 0.12508411 -0.241755 -0.10007915 0.10821824 -0.28815357
-0.00121371 -0.16777924 -0.01023508 -0.19151225]
[ 0.20552128 -0.14122865 0.05774168 -0.03124947 0.05154321 -0.02631269
-0.01763404 -0.13655781 0.10317468 -0.18463874]
[-0.10144721 -0.00502253 0.12156399 0.11400852 -0.01327742 -0.11226069
0.2192316 -0.07673119 0.18777952 0.00294171]
[ 0.0291026 -0.08627935 0.21967315 -0.20887823 0.04551971 0.10282131
-0.03146245 -0.11212018 0.04259966 0.27064396]]
[[ 0.40437466]
[ 1.10992637]
[ 0.2005779 ]
[ 0.58831968]
[-1.94592314]
[-0.24079205]
[-1.2460823 ]
[-0.01366524]
[ 0.43960685]
[ 0.65188542]]
Progress: 11.2% ... Training loss: 0.393 ... Validation loss: 0.641[[ 1.59285523e-01 2.85876511e-01 -1.15502425e-01 1.07041214e-01
-6.05294374e-01 -6.74095977e-02 -1.20404745e-01 1.25599063e-01
-8.95140652e-02 2.13274166e-01]
[ 1.83838571e-02 1.81205413e-01 -1.84256215e-02 4.31924162e-02
8.47974580e-02 -7.12436407e-03 2.88293468e-01 4.13785351e-02
1.41466462e-01 -2.41473773e-02]
[ 2.14917108e-01 4.39596059e-01 4.12870631e-02 1.58144101e-01
-4.70118836e-02 -7.72785688e-02 -5.69502814e-01 -3.24073593e-02
1.30929156e-01 4.02094277e-01]
[ -4.96129340e-02 -3.73232443e-01 -2.55322216e-01 -2.84408667e-02
1.49891086e-01 1.82235924e-01 2.18650497e-01 5.57878664e-02
-1.03505694e-02 2.89865773e-02]
[ 3.54537543e-03 2.26204901e-01 -1.44943406e-01 5.31055617e-02
8.23273774e-02 -1.82373235e-01 -2.02742559e-02 -1.20145804e-01
-1.88917792e-01 5.52216793e-02]
[ -3.44177273e-01 -2.62882543e-01 -2.85162947e-01 1.45758749e-01
1.28099996e-01 5.08634420e-02 -2.78315785e-02 -3.47218351e-02
-7.51057040e-03 3.88452754e-02]
[ -3.92189978e-03 -1.29102006e-01 9.69808088e-03 9.92837551e-02
-8.14112300e-02 -7.17395957e-02 1.61525009e-01 -1.88341455e-01
1.81711765e-01 4.39752451e-02]
[ 1.11380940e-01 -1.99524951e-01 2.99156438e-02 -7.30915805e-02
1.85909626e-01 -4.05562221e-02 3.25419554e-02 1.23663317e-01
6.16055764e-02 -1.57731777e-02]
[ -1.47498430e-01 2.85498715e-04 -2.96410470e-01 1.13403502e-02
-1.37059074e-01 5.90727738e-02 -3.01051766e-01 -2.63852240e-02
2.83769054e-01 -8.44107799e-02]
[ 5.54270484e-02 -1.96981706e-01 8.38399800e-02 1.58314250e-02
1.65837225e-01 -9.80376790e-02 6.03475048e-03 -9.65662818e-02
-1.73824873e-02 1.42064450e-01]
[ -7.89853877e-02 1.18303327e-01 -2.02870289e-03 -1.61741047e-01
2.02569003e-02 2.79217917e-02 6.82085371e-02 -1.01333764e-01
-2.58238236e-02 -1.25051812e-01]
[ -6.82942634e-02 8.06144918e-02 -5.18289731e-02 4.40752569e-02
1.80826097e-01 8.13999813e-02 -1.17956460e-01 -1.40224098e-02
-1.25666468e-01 -1.44794806e-01]
[ -1.55520737e-01 7.45530492e-03 6.26819126e-02 2.38920587e-02
-1.77609532e-01 -2.20536702e-01 -1.82181929e-01 -1.96914816e-01
8.88692226e-02 1.76555084e-01]
[ -2.03520165e-01 -9.99562464e-02 1.24957702e-01 2.83623002e-01
-1.73873160e-01 -8.80901835e-02 -1.63518271e-01 -2.54673443e-01
-1.97172261e-01 2.52906541e-02]
[ 1.13768239e-01 -3.99244475e-02 -1.98557963e-02 1.09076750e-01
-1.67479052e-03 -7.94407969e-02 1.03098135e-01 4.49105796e-03
2.46031212e-02 1.73777628e-02]
[ 3.31558556e-02 -3.45820437e-02 -2.12696809e-01 1.41073869e-01
-5.30426366e-02 9.14107348e-02 -8.91460568e-02 -1.99841185e-02
-1.01033660e-01 -7.39222204e-03]
[ -1.33653457e-01 -6.85822361e-02 -2.09591618e-01 1.40193710e-01
7.93012160e-03 1.41000880e-01 3.24903692e-02 -2.50141301e-01
5.37126648e-02 -2.17494630e-01]
[ -6.57215468e-02 -1.67475960e-02 2.78542462e-01 1.06363677e-01
9.26132381e-02 -6.48096678e-02 -1.50285932e-01 1.21373582e-01
7.41652220e-02 4.23354764e-02]
[ 4.47152375e-02 -1.58421319e-02 8.38518242e-02 8.04640729e-02
1.06843376e-01 -1.61255772e-02 2.68865094e-01 1.20312907e-01
-4.53423950e-02 -7.16714729e-02]
[ -4.69756220e-03 -1.75255388e-01 -2.95745721e-01 -6.40597663e-02
2.93182875e-01 -8.45542527e-02 2.01064460e-01 1.64405444e-01
9.39534069e-02 -4.46532841e-02]
[ 5.03972939e-02 1.76771020e-02 -1.20610131e-01 3.83368587e-02
-7.60592682e-02 3.27825481e-01 2.46185743e-01 2.05954787e-01
-1.70532036e-01 -5.62421091e-02]
[ 2.31815354e-02 2.94068627e-02 1.29819395e-01 1.31597822e-01
-9.69082562e-02 9.80406934e-02 -2.38099056e-01 -3.94413806e-02
2.26170000e-01 1.12323670e-01]
[ 1.03840509e-01 7.27162463e-02 -5.14896802e-02 -1.10453346e-01
-9.72546810e-02 -3.27581536e-01 1.10531577e-01 8.51369667e-03
1.36697493e-01 8.40315857e-02]
[ -9.78409793e-02 2.28050500e-02 -1.52155292e-02 2.30809899e-02
9.18388151e-03 -2.02554990e-01 -9.34310374e-02 -1.94797154e-02
1.45166674e-02 1.29959013e-01]
[ -1.27894941e-01 -9.12874108e-03 -1.89820227e-01 1.85689350e-02
-3.18221652e-01 -1.22685405e-02 -6.64845748e-02 -2.23712780e-02
2.07611661e-02 8.84012264e-02]
[ 1.09630545e-02 5.44842099e-02 -5.45477493e-02 -6.95672806e-02
3.44478455e-01 2.55116740e-01 4.06548496e-01 1.14762159e-01
-1.37053194e-01 -3.07701779e-01]
[ 3.14797570e-02 -2.13092032e-01 -6.13221972e-03 -5.09433097e-03
4.47268251e-01 7.65444738e-02 3.45446451e-01 9.34106367e-02
8.01143852e-02 -3.03623407e-01]
[ 4.90490530e-02 -2.88480033e-01 -2.44748090e-02 -5.41213304e-02
5.08054025e-01 4.48567228e-03 3.37371431e-01 5.01369816e-02
-3.20601021e-01 -1.57385237e-01]
[ -1.11271938e-01 -4.10793603e-01 1.81512175e-02 -1.23277421e-01
5.19487039e-01 -1.18284076e-01 4.28246517e-01 -7.99070091e-02
-6.74975539e-03 1.58449400e-01]
[ -2.41084843e-01 -2.37328461e-01 7.70309268e-02 1.38209879e-02
7.35742802e-01 1.20643913e-01 2.53855870e-01 4.98916638e-02
-4.16477426e-02 -7.08170286e-02]
[ -1.25072244e-01 -7.45091622e-02 2.86166793e-01 -1.37792667e-01
3.34352441e-01 -8.11678479e-02 4.48737306e-01 1.68559287e-02
-1.74444126e-01 7.80892426e-02]
[ -8.12266695e-02 -8.41344699e-02 -1.58276385e-01 -3.57150459e-02
2.84590548e-01 -2.52402543e-01 3.25422996e-02 1.71866612e-01
3.99278025e-02 -5.11905826e-02]
[ 1.06553576e-01 2.11667302e-01 1.60904489e-01 -1.00617727e-01
-4.38243017e-02 5.44371295e-02 -1.17786158e-01 2.84816916e-01
6.62735054e-02 1.60849413e-01]
[ 3.10078755e-01 2.07740459e-01 -1.02379659e-01 2.63308460e-01
-7.79058479e-01 -2.68053384e-01 -3.55144621e-01 1.77569769e-01
3.38168031e-01 -1.02573134e-01]
[ 5.41921898e-02 1.63306441e-01 2.55618034e-01 2.61256927e-01
-8.76353573e-02 -1.97984426e-01 -1.93390028e-01 -1.31867284e-01
-1.31820736e-01 -2.75274805e-01]
[ 3.82500575e-02 -1.06391021e-02 -1.10731239e-01 -3.27482009e-02
1.89699121e-01 3.50466543e-02 -4.82338491e-02 -1.83197089e-01
5.13092017e-02 2.30188240e-01]
[ -1.10707644e-02 -8.21639423e-02 -7.16696683e-02 -6.75650177e-02
4.07797031e-02 -1.68306361e-01 1.20287536e-01 9.68529922e-03
2.50892313e-02 -7.54529813e-03]
[ 9.94190192e-03 1.27030411e-02 2.36491949e-01 4.69887706e-02
-1.40875374e-01 -1.23002849e-01 1.73376210e-01 3.95385953e-02
-2.07187930e-01 8.49783674e-02]
[ 4.58049549e-02 -3.82419485e-02 9.64653417e-02 -2.92690788e-02
-1.22920309e-01 8.36248673e-02 1.41022129e-01 -2.71797261e-01
-4.53994269e-02 -1.23841192e-01]
[ -3.17092114e-02 2.76283082e-02 7.53543934e-02 -5.91911000e-02
6.01628584e-02 1.92488954e-01 1.58423091e-01 1.17528207e-01
-4.34804360e-02 1.49621131e-01]
[ 2.17708370e-01 4.68819720e-02 2.76441515e-02 7.71968918e-02
7.13640513e-02 -1.93072210e-02 -1.42688142e-01 1.48085964e-01
-5.73489511e-02 -2.11930858e-02]
[ -1.52477924e-03 -1.32577504e-01 -3.96073451e-03 -2.26718839e-02
-2.10531564e-01 -1.00060303e-01 -8.64100476e-02 3.96703033e-02
7.24527671e-02 1.34672386e-01]
[ -5.49135030e-02 3.74211332e-01 7.23594931e-02 2.76058901e-01
-6.93622184e-01 -2.61077878e-01 -4.48676813e-01 -7.66375251e-02
1.74396707e-01 2.03805711e-01]
[ 1.05820924e-01 3.86907070e-01 2.44451633e-02 3.09495104e-01
-5.11821108e-01 -4.34526012e-02 -2.86683653e-01 1.48069574e-01
1.12567061e-01 3.95131476e-01]
[ 2.32001615e-01 2.24301167e-01 2.30381066e-01 9.57374052e-02
-2.49796604e-01 9.91267551e-02 -1.24357026e-01 1.62034148e-01
2.00581687e-01 3.04414903e-02]
[ -8.83538515e-02 1.76319953e-01 2.34065933e-01 -8.00341371e-03
3.83186399e-02 1.39883980e-01 -5.17981068e-02 -1.54654596e-02
-5.22805492e-02 2.79671948e-02]
[ -1.00763427e-01 -1.66781218e-02 2.32316518e-02 8.56240002e-02
-2.92908142e-02 1.19219748e-01 2.68855922e-01 2.03053833e-02
-2.80720072e-01 -9.98049480e-02]
[ -2.00536215e-01 3.32799103e-02 -8.39929400e-02 -3.17678420e-01
9.51176843e-02 1.10547063e-01 4.55951710e-02 1.04254253e-01
-1.87770646e-01 5.97551832e-02]
[ 5.31952109e-02 -2.47585525e-01 -1.06107557e-01 -1.00266733e-01
1.76641698e-01 4.56667564e-03 4.30170405e-02 1.54419679e-01
-1.17358290e-01 -1.54051180e-01]
[ 1.59533169e-01 -1.08395436e-01 -1.33333920e-01 9.70340100e-03
1.15023435e-01 -6.64417720e-02 -6.20682313e-02 -1.47644366e-01
1.41216281e-01 -8.46002007e-02]
[ -1.22365533e-01 1.69807658e-01 2.55258256e-01 -3.16093169e-02
1.76170171e-01 9.30576238e-02 -2.44669956e-02 -2.98411528e-01
-1.30259922e-01 -6.30229758e-02]
[ -3.53009607e-01 1.17093067e-01 9.43671088e-03 -3.03999516e-02
1.16855533e-01 -1.67523746e-01 -6.18029433e-02 2.35553985e-01
-9.78442858e-02 8.37986303e-02]
[ 1.44875743e-01 1.20674175e-01 -2.42594331e-01 -1.02591803e-01
1.16191984e-01 -2.87220549e-01 3.86507387e-03 -1.67722560e-01
-1.20854654e-02 -1.94117018e-01]
[ 2.05344689e-01 -1.41772240e-01 5.76546948e-02 -3.15212444e-02
5.22748382e-02 -2.62235964e-02 -1.69577447e-02 -1.36552699e-01
1.02998897e-01 -1.84994367e-01]
[ -1.01548299e-01 -5.41821352e-03 1.21507007e-01 1.13788555e-01
-1.25203345e-02 -1.12200164e-01 2.19748664e-01 -7.67281124e-02
1.87664881e-01 2.62298438e-03]
[ 2.95377826e-02 -8.57644218e-02 2.19913157e-01 -2.08250314e-01
4.40783510e-02 1.02585406e-01 -3.23007912e-02 -1.12131754e-01
4.31007343e-02 2.71312875e-01]]
[[ 0.40798088]
[ 1.12024411]
[ 0.20853595]
[ 0.59765591]
[-1.94687277]
[-0.23528283]
[-1.24570289]
[-0.00763288]
[ 0.44656612]
[ 0.66123406]]
Progress: 11.3% ... Training loss: 0.394 ... Validation loss: 0.638[[ 1.57796989e-01 2.81749038e-01 -1.16248140e-01 1.04875242e-01
-5.97751037e-01 -6.66241009e-02 -1.15237644e-01 1.25628508e-01
-9.10497417e-02 2.10704437e-01]
[ 1.76541949e-02 1.79210434e-01 -1.87958864e-02 4.21391536e-02
8.82055446e-02 -6.69884414e-03 2.90502509e-01 4.13923672e-02
1.40652348e-01 -2.52668326e-02]
[ 2.15075556e-01 4.41620975e-01 4.14517509e-02 1.58517870e-01
-4.82912015e-02 -7.74068059e-02 -5.70178903e-01 -3.24097895e-02
1.31032939e-01 4.02412280e-01]
[ -4.81845535e-02 -3.69824483e-01 -2.54547313e-01 -2.63821731e-02
1.42169959e-01 1.81553727e-01 2.13975096e-01 5.57612080e-02
-8.86814047e-03 3.18017536e-02]
[ 4.32746280e-04 2.18308721e-01 -1.46551727e-01 4.86219844e-02
9.75011096e-02 -1.80819685e-01 -1.04363799e-02 -1.20089867e-01
-1.92151017e-01 4.98639621e-02]
[ -3.45657185e-01 -2.67121019e-01 -2.85915444e-01 1.43721232e-01
1.35053544e-01 5.16218488e-02 -2.32174766e-02 -3.46951389e-02
-8.97620244e-03 3.64477196e-02]
[ -3.69551847e-03 -1.28532748e-01 9.81368153e-03 9.95329832e-02
-8.18317855e-02 -7.18922924e-02 1.60974404e-01 -1.88344292e-01
1.81913911e-01 4.42259560e-02]
[ 1.11301270e-01 -1.99579715e-01 2.99177370e-02 -7.30663277e-02
1.85589441e-01 -4.05637182e-02 3.31557936e-02 1.23664135e-01
6.16185970e-02 -1.59007653e-02]
[ -1.47750027e-01 -4.03629652e-04 -2.96530419e-01 1.09400801e-02
-1.35752694e-01 5.91940585e-02 -3.00240920e-01 -2.63807369e-02
2.83489876e-01 -8.48033145e-02]
[ 5.44994680e-02 -1.99555252e-01 8.34416009e-02 1.47142595e-02
1.69988662e-01 -9.76984649e-02 9.55963141e-03 -9.65496243e-02
-1.82086325e-02 1.40418035e-01]
[ -7.90403311e-02 1.18311551e-01 -2.07728304e-03 -1.61917189e-01
2.08565005e-02 2.79685812e-02 6.83371860e-02 -1.01332358e-01
-2.58790661e-02 -1.25151376e-01]
[ -6.88965379e-02 7.87667041e-02 -5.21367657e-02 4.32052573e-02
1.83594248e-01 8.17334764e-02 -1.16121810e-01 -1.40113088e-02
-1.26314724e-01 -1.45715794e-01]
[ -1.55520737e-01 7.45530492e-03 6.26819126e-02 2.38920587e-02
-1.77609532e-01 -2.20536702e-01 -1.82181929e-01 -1.96914816e-01
8.88692226e-02 1.76555084e-01]
[ -2.04347992e-01 -1.02363197e-01 1.24511115e-01 2.82390168e-01
-1.69922598e-01 -8.76200762e-02 -1.60866999e-01 -2.54657614e-01
-1.98037050e-01 2.38743188e-02]
[ 1.12990743e-01 -4.20171562e-02 -2.02375704e-02 1.08055710e-01
1.97053073e-03 -7.90647933e-02 1.05422378e-01 4.50471487e-03
2.38332514e-02 1.61904062e-02]
[ 3.29510221e-02 -3.51529612e-02 -2.12800072e-01 1.40775830e-01
-5.20413511e-02 9.15183034e-02 -8.84578009e-02 -1.99803283e-02
-1.01250582e-01 -7.75385258e-03]
[ -1.32665098e-01 -6.61364565e-02 -2.09091721e-01 1.41569543e-01
3.87611359e-03 1.40434362e-01 2.96476841e-02 -2.50158852e-01
5.47944736e-02 -2.16058580e-01]
[ -6.61018205e-02 -1.76898411e-02 2.78361724e-01 1.05819598e-01
9.42958141e-02 -6.45962401e-02 -1.49129316e-01 1.21380758e-01
7.37407293e-02 4.17824819e-02]
[ 4.41242333e-02 -1.73838725e-02 8.35479671e-02 7.95280502e-02
1.09869470e-01 -1.57960201e-02 2.70744121e-01 1.20324709e-01
-4.60497533e-02 -7.26428295e-02]
[ -4.07328846e-03 -1.73153420e-01 -2.95374400e-01 -6.29924973e-02
2.89609103e-01 -8.49524811e-02 1.99196151e-01 1.64393179e-01
9.47335331e-02 -4.36123758e-02]
[ 5.02203397e-02 1.71544437e-02 -1.20696844e-01 3.80554556e-02
-7.51922534e-02 3.27930569e-01 2.46759359e-01 2.05958311e-01
-1.70746946e-01 -5.65210147e-02]
[ 2.31016491e-02 2.90127764e-02 1.29765942e-01 1.31535403e-01
-9.66431715e-02 9.80737904e-02 -2.37622417e-01 -3.94406124e-02
2.26133023e-01 1.12149399e-01]
[ 1.03699629e-01 7.23699219e-02 -5.15592029e-02 -1.10698013e-01
-9.65091414e-02 -3.27526020e-01 1.10945689e-01 8.51627830e-03
1.36534159e-01 8.38158527e-02]
[ -9.79630807e-02 2.24777920e-02 -1.52791103e-02 2.28997227e-02
9.74037608e-03 -2.02484088e-01 -9.30828398e-02 -1.94773821e-02
1.43773964e-02 1.29759181e-01]
[ -1.27791115e-01 -8.94470917e-03 -1.89756708e-01 1.87642980e-02
-3.18814656e-01 -1.23455618e-02 -6.67973781e-02 -2.23737582e-02
2.09075121e-02 8.86157166e-02]
[ 1.08333388e-02 5.41445728e-02 -5.46071395e-02 -6.97569315e-02
3.45094797e-01 2.55188797e-01 4.06875981e-01 1.14764575e-01
-1.37191237e-01 -3.07894287e-01]
[ 3.11583472e-02 -2.14093729e-01 -6.30895250e-03 -5.60583762e-03
4.48915595e-01 7.67345901e-02 3.46571251e-01 9.34171353e-02
7.97359851e-02 -3.04194985e-01]
[ 4.89480785e-02 -2.88796471e-01 -2.45317578e-02 -5.42789162e-02
5.08582656e-01 4.54477099e-03 3.37691642e-01 5.01388538e-02
-3.20689298e-01 -1.57562077e-01]
[ -1.11507113e-01 -4.11433492e-01 1.80305937e-02 -1.23620941e-01
5.20549263e-01 -1.18148947e-01 4.28983876e-01 -7.99026247e-02
-6.99870358e-03 1.58139274e-01]
[ -2.41574012e-01 -2.38608975e-01 7.67887332e-02 1.31213912e-02
7.37822653e-01 1.20915884e-01 2.55357468e-01 4.99006415e-02
-4.21728199e-02 -7.15563933e-02]
[ -1.26300815e-01 -7.78905685e-02 2.85550825e-01 -1.39635684e-01
3.40143112e-01 -8.04814939e-02 4.52512240e-01 1.68795076e-02
-1.75812412e-01 7.61360548e-02]
[ -8.15525878e-02 -8.51838569e-02 -1.58446878e-01 -3.62288510e-02
2.86309725e-01 -2.52203878e-01 3.36530034e-02 1.71873166e-01
3.95362451e-02 -5.17391200e-02]
[ 1.07023675e-01 2.12951993e-01 1.61145191e-01 -9.99404417e-02
-4.60947062e-02 5.41651725e-02 -1.19219284e-01 2.84807943e-01
6.67885265e-02 1.61612705e-01]
[ 3.11150850e-01 2.10658394e-01 -1.01810836e-01 2.64964560e-01
-7.84248343e-01 -2.68661870e-01 -3.58275811e-01 1.77549880e-01
3.39381330e-01 -1.00864582e-01]
[ 5.42886783e-02 1.63604134e-01 2.55667985e-01 2.61409299e-01
-8.80881394e-02 -1.98045754e-01 -1.93688832e-01 -1.31869267e-01
-1.31708840e-01 -2.75110109e-01]
[ 3.83416066e-02 -1.03901767e-02 -1.10686163e-01 -3.26225047e-02
1.89261119e-01 3.49940520e-02 -4.85135488e-02 -1.83198747e-01
5.14028966e-02 2.30335538e-01]
[ -1.09858574e-02 -8.19965862e-02 -7.16302839e-02 -6.74574447e-02
4.04723611e-02 -1.68365475e-01 1.20200043e-01 9.68380294e-03
2.51588674e-02 -7.47132408e-03]
[ 1.00034086e-02 1.30992842e-02 2.36515293e-01 4.70662759e-02
-1.40958595e-01 -1.23089857e-01 1.73147430e-01 3.95377263e-02
-2.07103318e-01 8.49355236e-02]
[ 4.53611339e-02 -3.94773391e-02 9.62311125e-02 -2.99570062e-02
-1.20706109e-01 8.38859947e-02 1.42331460e-01 -2.71788938e-01
-4.58844584e-02 -1.24586582e-01]
[ -3.14482982e-02 2.82749230e-02 7.54883953e-02 -5.87530009e-02
5.87999086e-02 1.92322126e-01 1.57804131e-01 1.17522517e-01
-4.31519683e-02 1.49906141e-01]
[ 2.17733667e-01 4.72818458e-02 2.76946079e-02 7.73753912e-02
7.08217672e-02 -1.94099178e-02 -1.42840602e-01 1.48084054e-01
-5.71948034e-02 -2.10953081e-02]
[ -1.06203387e-03 -1.31308899e-01 -3.72695567e-03 -2.19946152e-02
-2.12642886e-01 -1.00319715e-01 -8.77983844e-02 3.96616823e-02
7.29494381e-02 1.35395330e-01]
[ -5.49690968e-02 3.74005468e-01 7.23428891e-02 2.75977049e-01
-6.93177502e-01 -2.61038596e-01 -4.48428064e-01 -7.66366671e-02
1.74331156e-01 2.03695708e-01]
[ 1.05534011e-01 3.86062085e-01 2.42884433e-02 3.09088681e-01
-5.10324799e-01 -4.32980859e-02 -2.85900441e-01 1.48075570e-01
1.12249209e-01 3.94787728e-01]
[ 2.31633324e-01 2.23348698e-01 2.30192025e-01 9.52073953e-02
-2.48130095e-01 9.93318884e-02 -1.23271496e-01 1.62041221e-01
2.00194137e-01 2.98168872e-02]
[ -8.81821535e-02 1.76806513e-01 2.34160666e-01 -7.73059786e-03
3.74376128e-02 1.39779359e-01 -5.23235671e-02 -1.54689231e-02
-5.20829433e-02 2.82501057e-02]
[ -1.00964933e-01 -1.72584485e-02 2.31262043e-02 8.53200748e-02
-2.83432599e-02 1.19336737e-01 2.69507715e-01 2.03092573e-02
-2.80942413e-01 -1.00112994e-01]
[ -2.00476411e-01 3.33226059e-02 -8.39540198e-02 -3.17583110e-01
9.48442889e-02 1.10509085e-01 4.54678160e-02 1.04252894e-01
-1.87688338e-01 5.98707005e-02]
[ 5.29403657e-02 -2.48327825e-01 -1.06237087e-01 -1.00619746e-01
1.77859987e-01 4.70776770e-03 4.38011791e-02 1.54424346e-01
-1.17618379e-01 -1.54413342e-01]
[ 1.60185508e-01 -1.06530514e-01 -1.32939618e-01 1.08108352e-02
1.11515302e-01 -6.68556462e-02 -6.38165084e-02 -1.47658271e-01
1.41979326e-01 -8.35064898e-02]
[ -1.23127990e-01 1.67574056e-01 2.54864491e-01 -3.27838141e-02
1.80071614e-01 9.35052482e-02 -2.20529234e-02 -2.98396795e-01
-1.31072214e-01 -6.42375028e-02]
[ -3.52738114e-01 1.17699810e-01 9.55500966e-03 -2.99899395e-02
1.15753718e-01 -1.67681674e-01 -6.24969027e-02 2.35550248e-01
-9.75021487e-02 8.41429492e-02]
[ 1.44131889e-01 1.18864640e-01 -2.42966402e-01 -1.03724762e-01
1.19866910e-01 -2.86856744e-01 6.11878247e-03 -1.67708660e-01
-1.29023758e-02 -1.95299351e-01]
[ 2.04445274e-01 -1.44267185e-01 5.71975250e-02 -3.28749915e-02
5.64468399e-02 -2.57080496e-02 -1.41198158e-02 -1.36535595e-01
1.02008155e-01 -1.86456886e-01]
[ -1.02074767e-01 -6.68195271e-03 1.21256444e-01 1.13096978e-01
-1.00290126e-02 -1.11967325e-01 2.21298451e-01 -7.67185284e-02
1.87130672e-01 1.85609452e-03]
[ 2.99613462e-02 -8.48473768e-02 2.20119374e-01 -2.07578287e-01
4.19677943e-02 1.02316892e-01 -3.34258708e-02 -1.12140267e-01
4.36200643e-02 2.71834148e-01]]
[[ 0.40205909]
[ 1.1109556 ]
[ 0.20000279]
[ 0.58866735]
[-1.95759755]
[-0.2403661 ]
[-1.25576362]
[-0.0127609 ]
[ 0.443166 ]
[ 0.65354624]]
Progress: 11.3% ... Training loss: 0.390 ... Validation loss: 0.639[[ 1.58863688e-01 2.83501113e-01 -1.15571769e-01 1.06542065e-01
-6.00621192e-01 -6.73043041e-02 -1.17019672e-01 1.25588106e-01
-8.96215733e-02 2.12323436e-01]
[ 1.76508860e-02 1.79159681e-01 -1.87955826e-02 4.21526200e-02
8.82373151e-02 -6.69774496e-03 2.90525685e-01 4.13913541e-02
1.40645445e-01 -2.52967545e-02]
[ 2.16235157e-01 4.44351817e-01 4.21350046e-02 1.60250691e-01
-5.26899960e-02 -7.81344469e-02 -5.72871294e-01 -3.24516783e-02
1.32366867e-01 4.04127788e-01]
[ -5.16377980e-02 -3.77883078e-01 -2.56299390e-01 -3.14098379e-02
1.57225105e-01 1.83565597e-01 2.23274756e-01 5.58704268e-02
-1.29052966e-02 2.67307669e-02]
[ -5.57269525e-04 2.14418154e-01 -1.47104642e-01 4.69427734e-02
1.03602057e-01 -1.80172957e-01 -6.73439091e-03 -1.20056297e-01
-1.93249358e-01 4.79835814e-02]
[ -3.45100926e-01 -2.66064319e-01 -2.85632199e-01 1.44600406e-01
1.32612514e-01 5.12604643e-02 -2.43618955e-02 -3.47143855e-02
-8.31274942e-03 3.71082636e-02]
[ -3.76565946e-03 -1.29040465e-01 9.84290487e-03 9.94377978e-02
-8.03740655e-02 -7.18552370e-02 1.61392937e-01 -1.88346126e-01
1.81940849e-01 4.41784616e-02]
[ 1.11446753e-01 -1.99437881e-01 3.00413974e-02 -7.27357989e-02
1.84114034e-01 -4.06932449e-02 3.28430330e-02 1.23656163e-01
6.18598024e-02 -1.56711939e-02]
[ -1.47740813e-01 -8.25589728e-04 -2.96464084e-01 1.09093041e-02
-1.34589973e-01 5.91957412e-02 -2.99292277e-01 -2.63815937e-02
2.83452421e-01 -8.48337590e-02]
[ 5.53405933e-02 -1.97908960e-01 8.39591874e-02 1.59883812e-02
1.67076481e-01 -9.82345786e-02 7.91699716e-03 -9.65823565e-02
-1.71016119e-02 1.41652355e-01]
[ -7.90622848e-02 1.17511021e-01 -2.02583110e-03 -1.61859746e-01
2.16131530e-02 2.79479488e-02 6.92571710e-02 -1.01335152e-01
-2.58793763e-02 -1.25236527e-01]
[ -6.90748943e-02 7.81897986e-02 -5.22033409e-02 4.29574348e-02
1.84453781e-01 8.18380495e-02 -1.15489163e-01 -1.40056921e-02
-1.26527292e-01 -1.46052786e-01]
[ -1.55520737e-01 7.45530492e-03 6.26819126e-02 2.38920587e-02
-1.77609532e-01 -2.20536702e-01 -1.82181929e-01 -1.96914816e-01
8.88692226e-02 1.76555084e-01]
[ -2.04200955e-01 -1.02170400e-01 1.24600528e-01 2.82705711e-01
-1.70855991e-01 -8.77454130e-02 -1.61251562e-01 -2.54664189e-01
-1.97815658e-01 2.41361842e-02]
[ 1.13226618e-01 -4.15582202e-02 -2.01384371e-02 1.08400008e-01
8.83799973e-04 -7.92004028e-02 1.04835635e-01 4.49722521e-03
2.40955700e-02 1.65054935e-02]
[ 3.30474730e-02 -3.48705134e-02 -2.12724086e-01 1.40897910e-01
-5.22155323e-02 9.14578787e-02 -8.84263986e-02 -1.99834697e-02
-1.01142089e-01 -7.79868980e-03]
[ -1.32540266e-01 -6.63518347e-02 -2.09012561e-01 1.41736045e-01
4.11589637e-03 1.40391735e-01 2.96258214e-02 -2.50162531e-01
5.49929542e-02 -2.15921538e-01]
[ -6.61767766e-02 -1.76724312e-02 2.78343484e-01 1.05745982e-01
9.47887254e-02 -6.45825352e-02 -1.48906528e-01 1.21380766e-01
7.36694760e-02 4.17792509e-02]
[ 4.43337171e-02 -1.68274464e-02 8.36696695e-02 7.98331614e-02
1.09105717e-01 -1.59316267e-02 2.69961703e-01 1.20316030e-01
-4.57874049e-02 -7.22867197e-02]
[ -3.73638847e-03 -1.72519252e-01 -2.95183584e-01 -6.24366872e-02
2.87559276e-01 -8.51776834e-02 1.98328821e-01 1.64380830e-01
9.51493232e-02 -4.31919777e-02]
[ 5.03227319e-02 1.75200028e-02 -1.20602999e-01 3.82929921e-02
-7.60634081e-02 3.27831916e-01 2.46362434e-01 2.05952936e-01
-1.70549972e-01 -5.62769627e-02]
[ 2.31062468e-02 2.85102464e-02 1.29769203e-01 1.31447255e-01
-9.54024726e-02 9.81035782e-02 -2.36686168e-01 -3.94406236e-02
2.26039784e-01 1.12148110e-01]
[ 1.03412766e-01 7.15713201e-02 -5.16903875e-02 -1.11104734e-01
-9.51277579e-02 -3.27359042e-01 1.11857410e-01 8.52525740e-03
1.36237787e-01 8.33653684e-02]
[ -9.77955711e-02 2.29522572e-02 -1.51964894e-02 2.31380884e-02
8.97760667e-03 -2.02583003e-01 -9.35566707e-02 -1.94826697e-02
1.45461325e-02 1.30025423e-01]
[ -1.28213559e-01 -1.01415514e-02 -1.89940758e-01 1.81312774e-02
-3.16823618e-01 -1.20858299e-02 -6.54758688e-02 -2.23600678e-02
2.04279850e-02 8.79269373e-02]
[ 1.04460485e-02 5.30919966e-02 -5.47977043e-02 -7.03064825e-02
3.46976035e-01 2.55416189e-01 4.08019082e-01 1.14776524e-01
-1.37610379e-01 -3.08517406e-01]
[ 3.05150674e-02 -2.15812816e-01 -6.63038858e-03 -6.53287548e-03
4.51950939e-01 7.71197712e-02 3.48617383e-01 9.34366292e-02
7.90307248e-02 -3.05253166e-01]
[ 4.86095965e-02 -2.89730116e-01 -2.46946864e-02 -5.47484218e-02
5.10178992e-01 4.73800517e-03 3.38769639e-01 5.01489544e-02
-3.21055099e-01 -1.58057215e-01]
[ -1.11583346e-01 -4.11705842e-01 1.79907685e-02 -1.23733145e-01
5.21001659e-01 -1.18101517e-01 4.29321159e-01 -7.99001242e-02
-7.07898142e-03 1.58026943e-01]
[ -2.41641187e-01 -2.38779810e-01 7.67609126e-02 1.30230175e-02
7.38116910e-01 1.20955855e-01 2.55541878e-01 4.99027427e-02
-4.22465348e-02 -7.16660145e-02]
[ -1.27484527e-01 -8.12133756e-02 2.84976520e-01 -1.41383387e-01
3.45845253e-01 -7.97666049e-02 4.56132928e-01 1.69171140e-02
-1.77105219e-01 7.43136852e-02]
[ -8.17343277e-02 -8.56158779e-02 -1.58537895e-01 -3.64942318e-02
2.87125331e-01 -2.52096078e-01 3.42221858e-02 1.71878864e-01
3.93536845e-02 -5.20168473e-02]
[ 1.07019536e-01 2.12938253e-01 1.61151600e-01 -9.98984105e-02
-4.61929397e-02 5.41532191e-02 -1.19222285e-01 2.84807246e-01
6.68218895e-02 1.61633287e-01]
[ 3.12155368e-01 2.13433442e-01 -1.01302434e-01 2.66414367e-01
-7.88641238e-01 -2.69274853e-01 -3.61446957e-01 1.77516075e-01
3.40467251e-01 -9.92078088e-02]
[ 5.40485633e-02 1.62969737e-01 2.55539248e-01 2.61042792e-01
-8.68937904e-02 -1.97906284e-01 -1.92995957e-01 -1.31861102e-01
-1.31994501e-01 -2.75519572e-01]
[ 3.83794741e-02 -1.02494645e-02 -1.10662154e-01 -3.25518549e-02
1.89001863e-01 3.49634905e-02 -4.86337631e-02 -1.83200315e-01
5.14561150e-02 2.30405484e-01]
[ -1.09172299e-02 -8.17997360e-02 -7.15961235e-02 -6.73426507e-02
4.01723990e-02 -1.68420844e-01 1.19973988e-01 9.68033344e-03
2.52293813e-02 -7.35978739e-03]
[ 9.94892592e-03 1.29240064e-02 2.36483944e-01 4.69808239e-02
-1.40669134e-01 -1.23057844e-01 1.73345778e-01 3.95397412e-02
-2.07161022e-01 8.48367576e-02]
[ 4.55557686e-02 -3.90643224e-02 9.63353597e-02 -2.96752117e-02
-1.21436420e-01 8.37751785e-02 1.41751199e-01 -2.71792879e-01
-4.56604277e-02 -1.24307237e-01]
[ -3.15735567e-02 2.79584228e-02 7.54347508e-02 -5.89299333e-02
5.93213024e-02 1.92399971e-01 1.58283735e-01 1.17525426e-01
-4.32810250e-02 1.49602643e-01]
[ 2.18263848e-01 4.87829201e-02 2.79807862e-02 7.82610639e-02
6.78332183e-02 -1.97806590e-02 -1.44446066e-01 1.48064226e-01
-5.65389083e-02 -2.01911467e-02]
[ -3.17193584e-04 -1.29299442e-01 -3.34199577e-03 -2.08520131e-02
-2.15984314e-01 -1.00784918e-01 -8.98658988e-02 3.96369797e-02
7.37830369e-02 1.36481075e-01]
[ -5.47974562e-02 3.73891485e-01 7.24315239e-02 2.76097095e-01
-6.92964236e-01 -2.61074922e-01 -4.48175816e-01 -7.66399389e-02
1.74455316e-01 2.03859675e-01]
[ 1.06353512e-01 3.87588413e-01 2.47736304e-02 3.10281949e-01
-5.13458641e-01 -4.37796664e-02 -2.87619607e-01 1.48047759e-01
1.13157311e-01 3.96035275e-01]
[ 2.32242738e-01 2.24884623e-01 2.30491348e-01 9.60966019e-02
-2.50970987e-01 9.89732116e-02 -1.25156611e-01 1.62021382e-01
2.00858158e-01 3.07700751e-02]
[ -8.77279373e-02 1.78097892e-01 2.34413208e-01 -6.96809020e-03
3.49004050e-02 1.39479305e-01 -5.38459072e-02 -1.54853516e-02
-5.15217732e-02 2.90522636e-02]
[ -1.01070795e-01 -1.75438196e-02 2.30756879e-02 8.51754149e-02
-2.79148586e-02 1.19399082e-01 2.69829450e-01 2.03125293e-02
-2.81052270e-01 -1.00285765e-01]
[ -2.00609980e-01 3.29182972e-02 -8.40211264e-02 -3.17799138e-01
9.55333248e-02 1.10582992e-01 4.59309076e-02 1.04257189e-01
-1.87821418e-01 5.96445622e-02]
[ 5.24870805e-02 -2.49601857e-01 -1.06469426e-01 -1.01329047e-01
1.80073343e-01 4.98838132e-03 4.52247567e-02 1.54439693e-01
-1.18103308e-01 -1.55186994e-01]
[ 1.60282244e-01 -1.06351812e-01 -1.32830639e-01 1.09799763e-02
1.11299837e-01 -6.69313183e-02 -6.35864969e-02 -1.47662546e-01
1.42152192e-01 -8.33600791e-02]
[ -1.23320886e-01 1.67239553e-01 2.54817902e-01 -3.29656322e-02
1.80988692e-01 9.35709083e-02 -2.15803540e-02 -2.98396839e-01
-1.31213870e-01 -6.44860872e-02]
[ -3.53227258e-01 1.16270566e-01 9.29901289e-03 -3.07281245e-02
1.18272288e-01 -1.67384606e-01 -6.10157889e-02 2.35565842e-01
-9.80245666e-02 8.33560171e-02]
[ 1.44416687e-01 1.19037875e-01 -2.42785740e-01 -1.03281587e-01
1.18741607e-01 -2.87012818e-01 5.58274418e-03 -1.67718321e-01
-1.25445137e-02 -1.94858988e-01]
[ 2.05497276e-01 -1.41771686e-01 5.77631596e-02 -3.13307190e-02
5.23537677e-02 -2.63607476e-02 -1.66565377e-02 -1.36572303e-01
1.03143656e-01 -1.84806163e-01]
[ -1.02398964e-01 -7.60999691e-03 1.21110182e-01 1.12667769e-01
-8.70403038e-03 -1.11800898e-01 2.22175982e-01 -7.67097247e-02
1.86804467e-01 1.37063108e-03]
[ 3.01748628e-02 -8.47341654e-02 2.20215410e-01 -2.07301922e-01
4.13450088e-02 1.02220008e-01 -3.35043393e-02 -1.12143887e-01
4.38382551e-02 2.71929807e-01]]
[[ 0.41148876]
[ 1.12135645]
[ 0.2064466 ]
[ 0.59688278]
[-1.96143358]
[-0.23793502]
[-1.25918813]
[-0.0082143 ]
[ 0.45154532]
[ 0.66124365]]
Progress: 11.4% ... Training loss: 0.390 ... Validation loss: 0.631[[ 1.55985151e-01 2.75817748e-01 -1.17036350e-01 1.02185147e-01
-5.86804926e-01 -6.56405353e-02 -1.08292319e-01 1.25649501e-01
-9.28438779e-02 2.07505577e-01]
[ 1.77787869e-02 1.79440425e-01 -1.87294264e-02 4.23402274e-02
8.76780874e-02 -6.76822398e-03 2.90146981e-01 4.13888568e-02
1.40769034e-01 -2.51072482e-02]
[ 2.13361440e-01 4.37854541e-01 4.06399258e-02 1.55596791e-01
-3.88356278e-02 -7.63528731e-02 -5.65501615e-01 -3.23870934e-02
1.29035893e-01 3.99511632e-01]
[ -4.84884986e-02 -3.70078397e-01 -2.54686213e-01 -2.65371514e-02
1.41376688e-01 1.81779606e-01 2.14118099e-01 5.58055562e-02
-9.17132268e-03 3.16931182e-02]
[ -1.15926048e-03 2.12696892e-01 -1.47444405e-01 4.58359822e-02
1.07574977e-01 -1.79901911e-01 -4.40158815e-03 -1.20042806e-01
-1.94047647e-01 4.66782168e-02]
[ -3.45468579e-01 -2.67621639e-01 -2.85799535e-01 1.44185860e-01
1.34282714e-01 5.14003350e-02 -2.27130545e-02 -3.47087407e-02
-8.59486948e-03 3.64530526e-02]
[ -5.71524902e-03 -1.34273608e-01 8.88007942e-03 9.65882501e-02
-7.11431176e-02 -7.07480651e-02 1.67351110e-01 -1.88307968e-01
1.79771133e-01 4.10752742e-02]
[ 1.10591164e-01 -2.01666339e-01 2.95725886e-02 -7.41496270e-02
1.87885762e-01 -4.01573665e-02 3.52834342e-02 1.23676822e-01
6.09026057e-02 -1.72376027e-02]
[ -1.48684813e-01 -3.30164586e-03 -2.96943856e-01 9.50426739e-03
-1.30069936e-01 5.96977844e-02 -2.96465439e-01 -2.63626639e-02
2.82471523e-01 -8.63855652e-02]
[ 5.16022179e-02 -2.07822315e-01 8.21122622e-02 1.04995177e-02
1.84718336e-01 -9.61788100e-02 1.96575812e-02 -9.65071761e-02
-2.11180332e-02 1.35458642e-01]
[ -7.96302937e-02 1.15759684e-01 -2.33965500e-03 -1.62745457e-01
2.39019724e-02 2.82825782e-02 7.06580380e-02 -1.01323016e-01
-2.64668416e-02 -1.26114310e-01]
[ -6.88853409e-02 7.83595131e-02 -5.21213333e-02 4.32490509e-02
1.83716018e-01 8.17326157e-02 -1.15756361e-01 -1.40096179e-02
-1.26313336e-01 -1.45857903e-01]
[ -1.55520737e-01 7.45530492e-03 6.26819126e-02 2.38920587e-02
-1.77609532e-01 -2.20536702e-01 -1.82181929e-01 -1.96914816e-01
8.88692226e-02 1.76555084e-01]
[ -2.04364495e-01 -1.02675933e-01 1.24515898e-01 2.82497659e-01
-1.70151998e-01 -8.76570282e-02 -1.60700215e-01 -2.54661142e-01
-1.97990922e-01 2.38503798e-02]
[ 1.13538812e-01 -4.11717151e-02 -1.99837876e-02 1.08918425e-01
-5.41835745e-04 -7.94149016e-02 1.04357994e-01 4.48989498e-03
2.45116008e-02 1.69484314e-02]
[ 3.20722522e-02 -3.75052236e-02 -2.13195992e-01 1.39473330e-01
-4.74764139e-02 9.19813561e-02 -8.54058008e-02 -1.99641731e-02
-1.02218118e-01 -9.38779804e-03]
[ -1.32978719e-01 -6.75616895e-02 -2.09230870e-01 1.41089684e-01
6.15745396e-03 1.40653116e-01 3.09698609e-02 -2.50153653e-01
5.44945269e-02 -2.16655795e-01]
[ -6.65655978e-02 -1.87041899e-02 2.78161751e-01 1.05182200e-01
9.65602787e-02 -6.43630617e-02 -1.47703734e-01 1.21388392e-01
7.32627022e-02 4.11639684e-02]
[ 4.35459115e-02 -1.88593766e-02 8.32904149e-02 7.87005232e-02
1.12824784e-01 -1.54832103e-02 2.72285126e-01 1.20331131e-01
-4.66524923e-02 -7.34898897e-02]
[ -4.32635052e-03 -1.74203225e-01 -2.95533143e-01 -6.34542058e-02
2.90695994e-01 -8.47939947e-02 2.00139437e-01 1.64396034e-01
9.44282787e-02 -4.42361986e-02]
[ 5.03884242e-02 1.78515927e-02 -1.20510773e-01 3.85001679e-02
-7.68714198e-02 3.27743645e-01 2.46070587e-01 2.05950089e-01
-1.70383514e-01 -5.61600090e-02]
[ 2.24178580e-02 2.67162662e-02 1.29384703e-01 1.30322144e-01
-9.21883338e-02 9.85426352e-02 -2.34685856e-01 -3.94253064e-02
2.25295282e-01 1.10927798e-01]
[ 1.03086509e-01 7.07467771e-02 -5.18589230e-02 -1.11590710e-01
-9.35516196e-02 -3.27203135e-01 1.12779367e-01 8.53162536e-03
1.35888759e-01 8.28363803e-02]
[ -9.80214489e-02 2.23375964e-02 -1.53110205e-02 2.28042094e-02
9.95902340e-03 -2.02455031e-01 -9.28575125e-02 -1.94781030e-02
1.43031270e-02 1.29659974e-01]
[ -1.28123949e-01 -1.00236799e-02 -1.89913417e-01 1.82606240e-02
-3.17280760e-01 -1.21458538e-02 -6.57063710e-02 -2.23619039e-02
2.05347278e-02 8.80770246e-02]
[ 1.02258298e-02 5.23407053e-02 -5.49047697e-02 -7.06096356e-02
3.48122218e-01 2.55543206e-01 4.08853552e-01 1.14780587e-01
-1.37829931e-01 -3.08936940e-01]
[ 3.02291140e-02 -2.16646039e-01 -6.78574482e-03 -6.96931940e-03
4.53344842e-01 7.72870880e-02 3.49569325e-01 9.34427576e-02
7.87113211e-02 -3.05727335e-01]
[ 4.79105289e-02 -2.91573964e-01 -2.50269385e-02 -5.57880180e-02
5.13436272e-01 5.14785110e-03 3.40967495e-01 5.01631271e-02
-3.21802358e-01 -1.59205252e-01]
[ -1.12304973e-01 -4.13614930e-01 1.76330189e-02 -1.24793923e-01
5.24555890e-01 -1.17695657e-01 4.31494864e-01 -7.98857081e-02
-7.88955010e-03 1.56904474e-01]
[ -2.41907876e-01 -2.39501690e-01 7.66257668e-02 1.26277472e-02
7.39362512e-01 1.21112924e-01 2.56382295e-01 4.99082059e-02
-4.25468033e-02 -7.20883722e-02]
[ -1.27676386e-01 -8.16946373e-02 2.84878278e-01 -1.41666437e-01
3.46720896e-01 -7.96606968e-02 4.56683359e-01 1.69209029e-02
-1.77319296e-01 7.40023861e-02]
[ -8.23934426e-02 -8.74015647e-02 -1.58860187e-01 -3.74872553e-02
2.90124865e-01 -2.51711451e-01 3.62734469e-02 1.71892387e-01
3.86401386e-02 -5.31236736e-02]
[ 1.07830515e-01 2.15202693e-01 1.61572053e-01 -9.86436194e-02
-5.02898537e-02 5.36651495e-02 -1.21705966e-01 2.84791559e-01
6.77675419e-02 1.62866238e-01]
[ 3.11603959e-01 2.12074865e-01 -1.01612043e-01 2.65526383e-01
-7.86423687e-01 -2.68930215e-01 -3.60065929e-01 1.77528485e-01
3.39837541e-01 -1.00078675e-01]
[ 5.38359137e-02 1.62405688e-01 2.55435212e-01 2.60737668e-01
-8.58741075e-02 -1.97786844e-01 -1.92416951e-01 -1.31856825e-01
-1.32201092e-01 -2.75859785e-01]
[ 3.84488014e-02 -1.02100041e-02 -1.10631595e-01 -3.24362121e-02
1.88665351e-01 3.49165450e-02 -4.87229438e-02 -1.83202434e-01
5.15470216e-02 2.30541733e-01]
[ -1.08530096e-02 -8.17374560e-02 -7.15455104e-02 -6.72032715e-02
3.97590085e-02 -1.68489412e-01 1.19827120e-01 9.67840921e-03
2.53302759e-02 -7.22897008e-03]
[ 9.76944989e-03 1.25016688e-02 2.36398457e-01 4.67254996e-02
-1.39830995e-01 -1.22978624e-01 1.73858500e-01 3.95430145e-02
-2.07349952e-01 8.45449955e-02]
[ 4.51132469e-02 -4.03293502e-02 9.60735815e-02 -3.04207966e-02
-1.19026284e-01 8.40467370e-02 1.43076128e-01 -2.71782848e-01
-4.62173846e-02 -1.25080785e-01]
[ -3.17129148e-02 2.77082095e-02 7.53584213e-02 -5.91655469e-02
6.00583768e-02 1.92492013e-01 1.58590803e-01 1.17528638e-01
-4.34498272e-02 1.49432313e-01]
[ 2.18255777e-01 4.87528635e-02 2.79758092e-02 7.82694266e-02
6.78600118e-02 -1.97958885e-02 -1.44433568e-01 1.48064226e-01
-5.65377541e-02 -2.02154337e-02]
[ -1.90788809e-04 -1.29011117e-01 -3.29228756e-03 -2.06751214e-02
-2.16578443e-01 -1.00859398e-01 -9.02336017e-02 3.96343889e-02
7.39102879e-02 1.36661065e-01]
[ -5.46832420e-02 3.74082898e-01 7.24901988e-02 2.76270110e-01
-6.93362445e-01 -2.61136482e-01 -4.48274900e-01 -7.66424137e-02
1.74588309e-01 2.03934108e-01]
[ 1.06636737e-01 3.88260547e-01 2.49364170e-02 3.10724261e-01
-5.14848717e-01 -4.39604912e-02 -2.88367941e-01 1.48041258e-01
1.13502932e-01 3.96469324e-01]
[ 2.31912544e-01 2.23968045e-01 2.30318541e-01 9.55911555e-02
-2.49260149e-01 9.91701389e-02 -1.24175767e-01 1.62028477e-01
2.00490332e-01 3.02360557e-02]
[ -8.74637216e-02 1.78715362e-01 2.34556349e-01 -6.54514726e-03
3.35645840e-02 1.39316420e-01 -5.46215780e-02 -1.54909616e-02
-5.12116351e-02 2.94928256e-02]
[ -1.01338032e-01 -1.82258391e-02 2.29390522e-02 8.47921535e-02
-2.66984040e-02 1.19553111e-01 2.70638701e-01 2.03177264e-02
-2.81347795e-01 -1.00718125e-01]
[ -2.00789843e-01 3.24331723e-02 -8.41105998e-02 -3.18074057e-01
9.63906063e-02 1.10670125e-01 4.65175772e-02 1.04260670e-01
-1.87997823e-01 5.93607182e-02]
[ 5.19929716e-02 -2.50932096e-01 -1.06714868e-01 -1.02040772e-01
1.82324979e-01 5.26927761e-03 4.67154364e-02 1.54449461e-01
-1.18632432e-01 -1.55966735e-01]
[ 1.59705271e-01 -1.07915045e-01 -1.33129082e-01 1.01231220e-02
1.13828495e-01 -6.66055199e-02 -6.18354937e-02 -1.47651083e-01
1.41569809e-01 -8.43482570e-02]
[ -1.23873636e-01 1.65737182e-01 2.54558609e-01 -3.37377384e-02
1.83446994e-01 9.38814586e-02 -1.98723388e-02 -2.98386695e-01
-1.31830856e-01 -6.53262201e-02]
[ -3.53420957e-01 1.15603440e-01 9.20779406e-03 -3.10012898e-02
1.19092204e-01 -1.67291134e-01 -6.02905299e-02 2.35570503e-01
-9.82278351e-02 8.29125770e-02]
[ 1.43917858e-01 1.17398525e-01 -2.43027964e-01 -1.03992632e-01
1.21155699e-01 -2.86776009e-01 7.28544165e-03 -1.67709129e-01
-1.29976951e-02 -1.95740142e-01]
[ 2.05054041e-01 -1.43077620e-01 5.75428975e-02 -3.19439430e-02
5.46945749e-02 -2.61373664e-02 -1.51403678e-02 -1.36563732e-01
1.02671789e-01 -1.85572124e-01]
[ -1.03414204e-01 -1.02945719e-02 1.20591576e-01 1.11156344e-01
-3.79248607e-03 -1.11230798e-01 2.25268191e-01 -7.66886795e-02
1.85694073e-01 -2.66816195e-04]
[ 2.93387572e-02 -8.68665534e-02 2.19766714e-01 -2.08647060e-01
4.50646012e-02 1.02744861e-01 -3.11254402e-02 -1.12125572e-01
4.28864044e-02 2.70609507e-01]]
[[ 0.38758671]
[ 1.09791269]
[ 0.18453465]
[ 0.57319554]
[-1.98153192]
[-0.25345424]
[-1.27644611]
[-0.02604879]
[ 0.42901741]
[ 0.63671718]]
Progress: 11.4% ... Training loss: 0.398 ... Validation loss: 0.656[[ 1.55453134e-01 2.73800673e-01 -1.17235942e-01 1.01212823e-01
-5.83234976e-01 -6.52705684e-02 -1.06222718e-01 1.25683446e-01
-9.33136845e-02 2.06354157e-01]
[ 1.77787869e-02 1.79440425e-01 -1.87294264e-02 4.23402274e-02
8.76780874e-02 -6.76822398e-03 2.90146981e-01 4.13888568e-02
1.40769034e-01 -2.51072482e-02]
[ 2.11740963e-01 4.33967993e-01 3.98722761e-02 1.52810262e-01
-3.08938734e-02 -7.51375243e-02 -5.60431345e-01 -3.22728356e-02
1.27116175e-01 3.96322764e-01]
[ -4.72671394e-02 -3.67058320e-01 -2.54130570e-01 -2.46028345e-02
1.35318782e-01 1.80981179e-01 2.10130633e-01 5.57234351e-02
-7.90088583e-03 3.41075841e-02]
[ -1.46940174e-03 2.11949291e-01 -1.47539880e-01 4.54550532e-02
1.09181608e-01 -1.79756736e-01 -2.83127605e-03 -1.20031596e-01
-1.94282862e-01 4.60306565e-02]
[ -3.45044595e-01 -2.67018945e-01 -2.85542733e-01 1.44872473e-01
1.32787981e-01 5.10599942e-02 -2.34765637e-02 -3.47434331e-02
-7.98793515e-03 3.70681127e-02]
[ -5.03630976e-03 -1.32773965e-01 9.20391718e-03 9.74951277e-02
-7.42901797e-02 -7.11236167e-02 1.65585814e-01 -1.88356055e-01
1.80568753e-01 4.18439350e-02]
[ 1.10326988e-01 -2.02120792e-01 2.94764741e-02 -7.44678021e-02
1.88918215e-01 -4.00325997e-02 3.58889888e-02 1.23690006e-01
6.06365418e-02 -1.76056178e-02]
[ -1.48682767e-01 -3.49821381e-03 -2.96914127e-01 9.50979719e-03
-1.29907310e-01 5.96702621e-02 -2.96629701e-01 -2.63634434e-02
2.82510695e-01 -8.64295353e-02]
[ 5.35714730e-02 -2.03251131e-01 8.31306250e-02 1.34056544e-02
1.75467319e-01 -9.74973182e-02 1.40738424e-02 -9.66518792e-02
-1.87399210e-02 1.38254623e-01]
[ -7.97750239e-02 1.15240450e-01 -2.39682451e-03 -1.62902426e-01
2.46946769e-02 2.83422216e-02 7.12261903e-02 -1.01315244e-01
-2.65753917e-02 -1.26352527e-01]
[ -6.98690732e-02 7.57588799e-02 -5.25682729e-02 4.17807289e-02
1.88727616e-01 8.23728326e-02 -1.12828287e-01 -1.39430613e-02
-1.27405236e-01 -1.47443932e-01]
[ -1.55520737e-01 7.45530492e-03 6.26819126e-02 2.38920587e-02
-1.77609532e-01 -2.20536702e-01 -1.82181929e-01 -1.96914816e-01
8.88692226e-02 1.76555084e-01]
[ -2.04121212e-01 -1.01957872e-01 1.24653454e-01 2.82902889e-01
-1.71379593e-01 -8.78384827e-02 -1.61523171e-01 -2.54681102e-01
-1.97665659e-01 2.43099109e-02]
[ 1.13852194e-01 -4.05604693e-02 -1.98356301e-02 1.09416004e-01
-1.78585275e-03 -7.96314224e-02 1.03478718e-01 4.46867564e-03
2.48827568e-02 1.74525353e-02]
[ 3.21277064e-02 -3.78552276e-02 -2.13137926e-01 1.39538402e-01
-4.73457749e-02 9.19289038e-02 -8.49488517e-02 -1.99700222e-02
-1.02098188e-01 -9.44187999e-03]
[ -1.33127502e-01 -6.78744568e-02 -2.09305095e-01 1.40874543e-01
6.99628740e-03 1.40735633e-01 3.13712687e-02 -2.50144123e-01
5.43219786e-02 -2.16884521e-01]
[ -6.60530855e-02 -1.75899654e-02 2.78405280e-01 1.05835723e-01
9.39166358e-02 -6.46359939e-02 -1.48988674e-01 1.21355092e-01
7.38301379e-02 4.17657451e-02]
[ 4.33923001e-02 -1.94185428e-02 8.32034324e-02 7.83907586e-02
1.13952279e-01 -1.53345033e-02 2.72789176e-01 1.20342844e-01
-4.68299384e-02 -7.38623361e-02]
[ -4.08616922e-03 -1.73292174e-01 -2.95390062e-01 -6.30067220e-02
2.89137533e-01 -8.50054118e-02 1.99079347e-01 1.64374686e-01
9.47409492e-02 -4.37920224e-02]
[ 5.00782194e-02 1.70684935e-02 -1.20640202e-01 3.80844321e-02
-7.54313618e-02 3.27921583e-01 2.47050174e-01 2.05967935e-01
-1.70696575e-01 -5.66059688e-02]
[ 2.18521912e-02 2.52455965e-02 1.29144658e-01 1.29497184e-01
-8.93472449e-02 9.89023509e-02 -2.32916544e-01 -3.93879518e-02
2.24721670e-01 1.09959997e-01]
[ 1.03089434e-01 7.07184007e-02 -5.18520522e-02 -1.11595230e-01
-9.35373703e-02 -3.27211327e-01 1.12764937e-01 8.53158854e-03
1.35878663e-01 8.28556710e-02]
[ -9.79619907e-02 2.23624158e-02 -1.52822017e-02 2.28898264e-02
9.68420528e-03 -2.02501360e-01 -9.30309977e-02 -1.94825401e-02
1.43643467e-02 1.29759567e-01]
[ -1.27532088e-01 -8.44768196e-03 -1.89634560e-01 1.91570864e-02
-3.20171305e-01 -1.25440817e-02 -6.76700129e-02 -2.24025739e-02
2.12014788e-02 8.89893039e-02]
[ 1.02417915e-02 5.23580144e-02 -5.48890843e-02 -7.05676379e-02
3.47987986e-01 2.55523473e-01 4.08839844e-01 1.14778374e-01
-1.37800828e-01 -3.08910945e-01]
[ 3.01526871e-02 -2.16820144e-01 -6.82042613e-03 -7.08557148e-03
4.53747864e-01 7.73375917e-02 3.49829376e-01 9.34477542e-02
7.86226261e-02 -3.05857769e-01]
[ 4.74321227e-02 -2.92897066e-01 -2.52587614e-02 -5.65097332e-02
5.15867185e-01 5.46076004e-03 3.42546624e-01 5.01952036e-02
-3.22323385e-01 -1.59999462e-01]
[ -1.12517141e-01 -4.14460785e-01 1.75381155e-02 -1.25081804e-01
5.25696227e-01 -1.17576805e-01 4.32375212e-01 -7.98735316e-02
-8.09904453e-03 1.56625326e-01]
[ -2.41820366e-01 -2.39380467e-01 7.66642364e-02 1.27622405e-02
7.39030867e-01 1.21058571e-01 2.56220063e-01 4.99021059e-02
-4.24448184e-02 -7.19631777e-02]
[ -1.27861563e-01 -8.22247635e-02 2.84793541e-01 -1.41925793e-01
3.47694557e-01 -7.95483251e-02 4.57293968e-01 1.69314506e-02
-1.77520070e-01 7.37438316e-02]
[ -8.28163059e-02 -8.85742937e-02 -1.59047543e-01 -3.80860176e-02
2.92173684e-01 -2.51460609e-01 3.76318519e-02 1.71919443e-01
3.82239082e-02 -5.37902870e-02]
[ 1.07616533e-01 2.14705703e-01 1.61477573e-01 -9.89494337e-02
-4.91393655e-02 5.37912858e-02 -1.21129922e-01 2.84805864e-01
6.75219193e-02 1.62570470e-01]
[ 3.12235469e-01 2.13491730e-01 -1.01304849e-01 2.66434211e-01
-7.89384703e-01 -2.69315717e-01 -3.62120967e-01 1.77487478e-01
3.40556086e-01 -9.90572588e-02]
[ 5.42327388e-02 1.63586553e-01 2.55629383e-01 2.61335515e-01
-8.79060076e-02 -1.98050757e-01 -1.93836583e-01 -1.31882973e-01
-1.31745744e-01 -2.75215552e-01]
[ 3.84800838e-02 -1.01770870e-02 -1.10601539e-01 -3.23741944e-02
1.88601803e-01 3.48883452e-02 -4.88365136e-02 -1.83205476e-01
5.15885546e-02 2.30589972e-01]
[ -1.10788844e-02 -8.23471695e-02 -7.16471742e-02 -6.75302849e-02
4.08858964e-02 -1.68346901e-01 1.20540672e-01 9.69382160e-03
2.50996869e-02 -7.57103849e-03]
[ 1.03092408e-02 1.41367016e-02 2.36659802e-01 4.75881641e-02
-1.42757941e-01 -1.23352672e-01 1.72022984e-01 3.95039169e-02
-2.06721296e-01 8.53818287e-02]
[ 4.48350199e-02 -4.10170780e-02 9.59419230e-02 -3.08466057e-02
-1.17567825e-01 8.42332143e-02 1.43910982e-01 -2.71764508e-01
-4.65331317e-02 -1.25519788e-01]
[ -3.15778565e-02 2.81193837e-02 7.54382594e-02 -5.89186646e-02
5.91567806e-02 1.92376438e-01 1.58076781e-01 1.17516763e-01
-4.32547980e-02 1.49642349e-01]
[ 2.18250263e-01 4.88014170e-02 2.79690163e-02 7.82373076e-02
6.80509333e-02 -1.97772700e-02 -1.44424843e-01 1.48066563e-01
-5.65699812e-02 -2.02612255e-02]
[ 8.56794892e-05 -1.28292039e-01 -3.16236001e-03 -2.02495179e-02
-2.17963075e-01 -1.01033833e-01 -9.10555669e-02 3.96151036e-02
7.42231662e-02 1.37060339e-01]
[ -5.42816926e-02 3.75177353e-01 7.26731037e-02 2.76786867e-01
-6.94818639e-01 -2.61380638e-01 -4.49408147e-01 -7.66689746e-02
1.75008548e-01 2.04450838e-01]
[ 1.07040099e-01 3.88921179e-01 2.51313488e-02 3.11206523e-01
-5.16679167e-01 -4.41834022e-02 -2.89082754e-01 1.48013866e-01
1.13961491e-01 3.96852305e-01]
[ 2.32285565e-01 2.24930808e-01 2.30518081e-01 9.61979402e-02
-2.51416580e-01 9.88988622e-02 -1.25312164e-01 1.61999912e-01
2.00942485e-01 3.08298464e-02]
[ -8.75460638e-02 1.78469446e-01 2.34511887e-01 -6.67985098e-03
3.40413203e-02 1.39375677e-01 -5.43198285e-02 -1.54847936e-02
-5.13081849e-02 2.93460054e-02]
[ -1.00987167e-01 -1.72451525e-02 2.31100729e-02 8.53251131e-02
-2.85520364e-02 1.19311963e-01 2.69437578e-01 2.02930275e-02
-2.80946428e-01 -1.00122288e-01]
[ -2.01106691e-01 3.15662587e-02 -8.42420291e-02 -3.18535822e-01
9.79700357e-02 1.10864267e-01 4.74212478e-02 1.04281651e-01
-1.88332599e-01 5.88467728e-02]
[ 5.16883895e-02 -2.51809158e-01 -1.06861711e-01 -1.02506830e-01
1.83930812e-01 5.47325946e-03 4.77220470e-02 1.54470675e-01
-1.18978431e-01 -1.56483202e-01]
[ 1.59752766e-01 -1.07491586e-01 -1.33043950e-01 1.03505501e-02
1.13457856e-01 -6.67252634e-02 -6.22179878e-02 -1.47660988e-01
1.41768103e-01 -8.42830802e-02]
[ -1.23692769e-01 1.66202106e-01 2.54662356e-01 -3.33973990e-02
1.82382401e-01 9.37274749e-02 -2.04875951e-02 -2.98403559e-01
-1.31599669e-01 -6.50560393e-02]
[ -3.52494956e-01 1.17489899e-01 9.64854484e-03 -2.97793701e-02
1.15336947e-01 -1.67857043e-01 -6.24812015e-02 2.35506319e-01
-9.72085783e-02 8.41137517e-02]
[ 1.44434574e-01 1.18608076e-01 -2.42767612e-01 -1.03221447e-01
1.18560625e-01 -2.87101469e-01 5.64847911e-03 -1.67744720e-01
-1.24168892e-02 -1.94907848e-01]
[ 2.04354298e-01 -1.45075524e-01 5.72330599e-02 -3.29834380e-02
5.83896545e-02 -2.56875754e-02 -1.29531101e-02 -1.36516046e-01
1.01892752e-01 -1.86716366e-01]
[ -1.03424440e-01 -1.03703851e-02 1.20608051e-01 1.11100145e-01
-3.31509782e-03 -1.11216334e-01 2.25336268e-01 -7.66874650e-02
1.85738020e-01 -2.32474478e-04]
[ 2.92184507e-02 -8.73259123e-02 2.19684350e-01 -2.08831393e-01
4.52309810e-02 1.02827055e-01 -3.06429031e-02 -1.12118303e-01
4.27696126e-02 2.70322317e-01]]
[[ 0.39093069]
[ 1.10062064]
[ 0.18949843]
[ 0.58007167]
[-1.97861363]
[-0.24989592]
[-1.2696916 ]
[-0.02093158]
[ 0.4348454 ]
[ 0.64195082]]
Progress: 11.5% ... Training loss: 0.392 ... Validation loss: 0.649[[ 1.56647257e-01 2.76237158e-01 -1.16745194e-01 1.02795416e-01
-5.86686873e-01 -6.59190721e-02 -1.09428296e-01 1.25626797e-01
-9.20355379e-02 2.08082651e-01]
[ 1.79643020e-02 1.79888289e-01 -1.86498064e-02 4.25717204e-02
8.71993125e-02 -6.88009913e-03 2.89557616e-01 4.13802939e-02
1.40948727e-01 -2.48231087e-02]
[ 2.10018120e-01 4.30562653e-01 3.89913919e-02 1.50097605e-01
-2.30311389e-02 -7.40138327e-02 -5.55207462e-01 -3.21791043e-02
1.25128847e-01 3.93536816e-01]
[ -4.75139540e-02 -3.67812292e-01 -2.54106558e-01 -2.48208870e-02
1.36669430e-01 1.81025963e-01 2.10566514e-01 5.57244887e-02
-8.01113623e-03 3.39479270e-02]
[ 3.32942908e-04 2.16801960e-01 -1.46679473e-01 4.82554589e-02
1.00021209e-01 -1.80878615e-01 -8.87679863e-03 -1.20127280e-01
-1.92329033e-01 4.90974525e-02]
[ -3.44503573e-01 -2.66112164e-01 -2.85302968e-01 1.45650313e-01
1.31146123e-01 5.07283628e-02 -2.47874879e-02 -3.47719240e-02
-7.38345773e-03 3.78465337e-02]
[ -3.57960954e-03 -1.29267056e-01 9.87776115e-03 9.96109478e-02
-8.03137671e-02 -7.20192276e-02 1.61049314e-01 -1.88432308e-01
1.82153893e-01 4.41758651e-02]
[ 1.10157360e-01 -2.02620160e-01 2.93776805e-02 -7.47822459e-02
1.89880671e-01 -3.98724919e-02 3.66894877e-02 1.23698661e-01
6.04545448e-02 -1.78948956e-02]
[ -1.48060573e-01 -2.02251096e-03 -2.96602874e-01 1.04736459e-02
-1.32873828e-01 5.92653279e-02 -2.98280261e-01 -2.63970828e-02
2.83234640e-01 -8.54873543e-02]
[ 5.46170256e-02 -2.00916513e-01 8.36003029e-02 1.49889507e-02
1.71135270e-01 -9.81069447e-02 1.15275028e-02 -9.67083915e-02
-1.75675729e-02 1.39858691e-01]
[ -7.90476901e-02 1.16634913e-01 -2.09996814e-03 -1.61993890e-01
2.26823431e-02 2.79126847e-02 6.92568072e-02 -1.01350531e-01
-2.58172222e-02 -1.25337158e-01]
[ -6.91916707e-02 7.74198227e-02 -5.22087382e-02 4.28319614e-02
1.85402492e-01 8.19399273e-02 -1.15010049e-01 -1.39809902e-02
-1.26604188e-01 -1.46300115e-01]
[ -1.55520737e-01 7.45530492e-03 6.26819126e-02 2.38920587e-02
-1.77609532e-01 -2.20536702e-01 -1.82181929e-01 -1.96914816e-01
8.88692226e-02 1.76555084e-01]
[ -2.04022672e-01 -1.02045984e-01 1.24669599e-01 2.82972823e-01
-1.70976524e-01 -8.78781402e-02 -1.61619309e-01 -2.54684074e-01
-1.97582580e-01 2.43438604e-02]
[ 1.14210460e-01 -3.97356935e-02 -1.96480901e-02 1.09995549e-01
-3.48906285e-03 -7.98682750e-02 1.02500621e-01 4.44782294e-03
2.53106444e-02 1.80626403e-02]
[ 3.23779211e-02 -3.73380481e-02 -2.13024467e-01 1.39911586e-01
-4.83991879e-02 9.17687174e-02 -8.55874914e-02 -1.99832429e-02
-1.01829642e-01 -9.06093369e-03]
[ -1.32394682e-01 -6.61148726e-02 -2.08964845e-01 1.41911788e-01
4.21119682e-03 1.40311913e-01 2.90043579e-02 -2.50179449e-01
5.50765921e-02 -2.15697113e-01]
[ -6.55590595e-02 -1.63512712e-02 2.78641836e-01 1.06580478e-01
9.13648723e-02 -6.49350104e-02 -1.50489967e-01 1.21327191e-01
7.44194815e-02 4.25807425e-02]
[ 4.33407291e-02 -1.95258453e-02 8.31624474e-02 7.83030574e-02
1.14605976e-01 -1.53331379e-02 2.72899621e-01 1.20345224e-01
-4.69080326e-02 -7.39228592e-02]
[ -4.31103386e-03 -1.74007360e-01 -2.95495681e-01 -6.33283673e-02
2.90001102e-01 -8.48388026e-02 1.99802800e-01 1.64384551e-01
9.45268365e-02 -4.41058819e-02]
[ 5.04664806e-02 1.81856506e-02 -1.20455660e-01 3.86327652e-02
-7.72396990e-02 3.27692154e-01 2.45838692e-01 2.05947614e-01
-1.70280727e-01 -5.60449622e-02]
[ 2.20409188e-02 2.56331614e-02 1.29227340e-01 1.29751760e-01
-8.99447659e-02 9.87902245e-02 -2.33074298e-01 -3.93964164e-02
2.24938931e-01 1.10171041e-01]
[ 1.03074139e-01 7.06725607e-02 -5.18525254e-02 -1.11610965e-01
-9.35165607e-02 -3.27201824e-01 1.12836844e-01 8.53238234e-03
1.35875062e-01 8.28311718e-02]
[ -9.77873248e-02 2.28735343e-02 -1.51948356e-02 2.31477398e-02
8.82487373e-03 -2.02612199e-01 -9.35702736e-02 -1.94921232e-02
1.45487945e-02 1.30050580e-01]
[ -1.27475590e-01 -8.45729153e-03 -1.89609955e-01 1.92597481e-02
-3.20423290e-01 -1.25818004e-02 -6.77837130e-02 -2.24066987e-02
2.12878259e-02 8.90609696e-02]
[ 1.00322342e-02 5.17225082e-02 -5.49784686e-02 -7.08808512e-02
3.49059354e-01 2.55659721e-01 4.09583508e-01 1.14788897e-01
-1.38042020e-01 -3.09267672e-01]
[ 2.96322625e-02 -2.18349036e-01 -7.10231199e-03 -7.91441211e-03
4.56700821e-01 7.76886750e-02 3.51647964e-01 9.34780124e-02
7.80529927e-02 -3.06777163e-01]
[ 4.75160396e-02 -2.92778353e-01 -2.52247222e-02 -5.63865879e-02
5.15521771e-01 5.40815215e-03 3.42399191e-01 5.01908040e-02
-3.22234134e-01 -1.59883268e-01]
[ -1.12493577e-01 -4.14363392e-01 1.75439875e-02 -1.25038433e-01
5.25662514e-01 -1.17595327e-01 4.32361064e-01 -7.98745153e-02
-8.06784527e-03 1.56666565e-01]
[ -2.41964815e-01 -2.39904433e-01 7.66144085e-02 1.26021199e-02
7.39728361e-01 1.21135443e-01 2.56797642e-01 4.99077029e-02
-4.25537142e-02 -7.21606908e-02]
[ -1.28222687e-01 -8.32529709e-02 2.84630025e-01 -1.42471643e-01
3.49482576e-01 -7.93244721e-02 4.58429136e-01 1.69507461e-02
-1.77929790e-01 7.31566239e-02]
[ -8.29524688e-02 -8.89133245e-02 -1.59111184e-01 -3.82892524e-02
2.92806414e-01 -2.51374262e-01 3.80659800e-02 1.71926599e-01
3.80749459e-02 -5.40075670e-02]
[ 1.08249716e-01 2.16234839e-01 1.61797407e-01 -9.79537288e-02
-5.25424645e-02 5.34062711e-02 -1.23090128e-01 2.84769015e-01
6.82791987e-02 1.63646561e-01]
[ 3.13684715e-01 2.17242345e-01 -1.00612484e-01 2.68554968e-01
-7.95345011e-01 -2.70255915e-01 -3.66882652e-01 1.77409385e-01
3.42149530e-01 -9.67308523e-02]
[ 5.43033492e-02 1.63807388e-01 2.55666372e-01 2.61446286e-01
-8.82315238e-02 -1.98095216e-01 -1.94041184e-01 -1.31886985e-01
-1.31665190e-01 -2.75107394e-01]
[ 3.84193357e-02 -1.03027140e-02 -1.10637812e-01 -3.24711777e-02
1.88980495e-01 3.49234194e-02 -4.86371189e-02 -1.83201375e-01
5.15057497e-02 2.30535235e-01]
[ -1.11135832e-02 -8.24274738e-02 -7.16612881e-02 -6.75852727e-02
4.10739292e-02 -1.68332199e-01 1.20645147e-01 9.69502730e-03
2.50623340e-02 -7.61136687e-03]
[ 1.08685338e-02 1.55229473e-02 2.36917125e-01 4.83979178e-02
-1.45319411e-01 -1.23672307e-01 1.70283689e-01 3.94771950e-02
-2.06119411e-01 8.62866463e-02]
[ 4.50637217e-02 -4.05024750e-02 9.60510429e-02 -3.05116572e-02
-1.18478850e-01 8.40855113e-02 1.43442636e-01 -2.71775419e-01
-4.62878140e-02 -1.25216907e-01]
[ -3.18549445e-02 2.74098019e-02 7.53028030e-02 -5.93309827e-02
6.05484180e-02 1.92551989e-01 1.58961235e-01 1.17531806e-01
-4.35576745e-02 1.49214265e-01]
[ 2.18153892e-01 4.87347532e-02 2.79103279e-02 7.80780390e-02
6.87103765e-02 -1.97295473e-02 -1.44128933e-01 1.48070906e-01
-5.66998468e-02 -2.04219157e-02]
[ 5.38340313e-04 -1.27060618e-01 -2.94597276e-03 -1.95653627e-02
-2.20217553e-01 -1.01314651e-01 -9.23313400e-02 3.95905723e-02
7.47290052e-02 1.37711074e-01]
[ -5.41380175e-02 3.75517763e-01 7.27349464e-02 2.76976695e-01
-6.95480712e-01 -2.61460477e-01 -4.49713894e-01 -7.66756769e-02
1.75149998e-01 2.04651238e-01]
[ 1.07332753e-01 3.89413390e-01 2.52783612e-02 3.11609192e-01
-5.17978383e-01 -4.43333494e-02 -2.89997083e-01 1.47999179e-01
1.14264942e-01 3.97324684e-01]
[ 2.32687221e-01 2.25978307e-01 2.30702252e-01 9.68500902e-02
-2.53486182e-01 9.86312123e-02 -1.26681548e-01 1.61975331e-01
2.01439117e-01 3.14996189e-02]
[ -8.75038196e-02 1.78583998e-01 2.34531965e-01 -6.61810462e-03
3.38328665e-02 1.39350674e-01 -5.44522556e-02 -1.54867655e-02
-5.12624966e-02 2.94141525e-02]
[ -1.00918701e-01 -1.70837530e-02 2.31432344e-02 8.54270398e-02
-2.88882443e-02 1.19269519e-01 2.69243449e-01 2.02895142e-02
-2.80871926e-01 -1.00007935e-01]
[ -2.01222892e-01 3.11190982e-02 -8.43200116e-02 -3.18778596e-01
9.87281277e-02 1.10969978e-01 4.78705876e-02 1.04289828e-01
-1.88484164e-01 5.85957723e-02]
[ 5.16456301e-02 -2.51939226e-01 -1.06883068e-01 -1.02577101e-01
1.84113415e-01 5.50187038e-03 4.78693669e-02 1.54473200e-01
-1.19030491e-01 -1.56558560e-01]
[ 1.59670756e-01 -1.07766260e-01 -1.33064419e-01 1.02382541e-02
1.13964587e-01 -6.66701580e-02 -6.18030946e-02 -1.47657634e-01
1.41694947e-01 -8.43891328e-02]
[ -1.22907859e-01 1.68095775e-01 2.55058272e-01 -3.21802124e-02
1.79068085e-01 9.31995432e-02 -2.29845911e-02 -2.98449810e-01
-1.30680444e-01 -6.37389118e-02]
[ -3.53256364e-01 1.15283371e-01 9.24925789e-03 -3.09745180e-02
1.19406561e-01 -1.67345964e-01 -5.97992428e-02 2.35548568e-01
-9.80919364e-02 8.28213695e-02]
[ 1.45149193e-01 1.20294821e-01 -2.42446368e-01 -1.02212105e-01
1.15318515e-01 -2.87518960e-01 3.45887195e-03 -1.67781900e-01
-1.16503616e-02 -1.93773509e-01]
[ 2.04784524e-01 -1.44322336e-01 5.74235187e-02 -3.23953936e-02
5.69595310e-02 -2.59508670e-02 -1.40387364e-02 -1.36539240e-01
1.02392269e-01 -1.86110474e-01]
[ -1.03270267e-01 -9.98718865e-03 1.20664876e-01 1.11268683e-01
-3.92162707e-03 -1.11290916e-01 2.24895514e-01 -7.66934858e-02
1.85875115e-01 4.30489066e-05]
[ 3.04282295e-02 -8.41714839e-02 2.20265730e-01 -2.06963995e-01
3.95782090e-02 1.02072098e-01 -3.42242565e-02 -1.12180989e-01
4.41353277e-02 2.72151124e-01]]
[[ 0.40485717]
[ 1.11451661]
[ 0.20161107]
[ 0.59465422]
[-1.97186238]
[-0.23876144]
[-1.25785384]
[-0.01088045]
[ 0.44848034]
[ 0.65422877]]
Progress: 11.6% ... Training loss: 0.386 ... Validation loss: 0.637[[ 1.55826713e-01 2.74011452e-01 -1.17178563e-01 1.01449807e-01
-5.81942542e-01 -6.54652778e-02 -1.06448268e-01 1.25648918e-01
-9.28196730e-02 2.06525271e-01]
[ 1.79810501e-02 1.79932536e-01 -1.86411767e-02 4.25959274e-02
8.71153660e-02 -6.88799881e-03 2.89504528e-01 4.13798658e-02
1.40967919e-01 -2.47962205e-02]
[ 2.10674603e-01 4.32111170e-01 3.92248477e-02 1.50775074e-01
-2.52114948e-02 -7.43812559e-02 -5.56594480e-01 -3.21938939e-02
1.25906772e-01 3.94323581e-01]
[ -4.61534097e-02 -3.64405403e-01 -2.53412080e-01 -2.28702077e-02
1.30395522e-01 1.80301033e-01 2.06843670e-01 5.56904069e-02
-6.44629299e-03 3.60528710e-02]
[ -2.13979117e-04 2.16833369e-01 -1.46829181e-01 4.77046618e-02
1.02405857e-01 -1.80819875e-01 -7.29541207e-03 -1.20118914e-01
-1.92892829e-01 4.82101034e-02]
[ -3.44888621e-01 -2.67118000e-01 -2.85493448e-01 1.45038730e-01
1.33311494e-01 5.09491794e-02 -2.33912906e-02 -3.47617038e-02
-7.75711183e-03 3.70863814e-02]
[ -3.80662935e-03 -1.29566241e-01 9.75185968e-03 9.92440417e-02
-7.91767737e-02 -7.18929306e-02 1.61678168e-01 -1.88426385e-01
1.81923427e-01 4.37571759e-02]
[ 1.09852049e-01 -2.03749132e-01 2.91857759e-02 -7.53584932e-02
1.91705077e-01 -3.96855452e-02 3.80968984e-02 1.23707878e-01
6.02043271e-02 -1.85485277e-02]
[ -1.48712680e-01 -3.61219157e-03 -2.96888424e-01 9.53672314e-03
-1.29872032e-01 5.96083928e-02 -2.96371268e-01 -2.63804736e-02
2.82539113e-01 -8.65320530e-02]
[ 5.37539044e-02 -2.03121537e-01 8.31151249e-02 1.35136109e-02
1.75809438e-01 -9.75810592e-02 1.44674550e-02 -9.66852002e-02
-1.84039746e-02 1.38109611e-01]
[ -8.05319294e-02 1.12913977e-01 -2.79440980e-03 -1.64146313e-01
2.95607023e-02 2.87377276e-02 7.37563863e-02 -1.01311300e-01
-2.74183509e-02 -1.27612428e-01]
[ -6.84137973e-02 7.93221097e-02 -5.18229550e-02 4.39680647e-02
1.81978530e-01 8.14661241e-02 -1.17108127e-01 -1.40014431e-02
-1.25716523e-01 -1.45152938e-01]
[ -1.55520737e-01 7.45530492e-03 6.26819126e-02 2.38920587e-02
-1.77609532e-01 -2.20536702e-01 -1.82181929e-01 -1.96914816e-01
8.88692226e-02 1.76555084e-01]
[ -2.04419209e-01 -1.03135875e-01 1.24466726e-01 2.82381038e-01
-1.69016008e-01 -8.76443276e-02 -1.60366619e-01 -2.54672993e-01
-1.98006809e-01 2.36654068e-02]
[ 1.14277944e-01 -3.95864763e-02 -1.96156277e-02 1.10097911e-01
-3.76060451e-03 -7.99044245e-02 1.02304734e-01 4.44603096e-03
2.53856329e-02 1.81709055e-02]
[ 3.21454084e-02 -3.78865036e-02 -2.13135242e-01 1.39528196e-01
-4.70222487e-02 9.18997358e-02 -8.47471329e-02 -1.99775751e-02
-1.02054611e-01 -9.53174282e-03]
[ -1.32412509e-01 -6.60752839e-02 -2.08969227e-01 1.41897878e-01
4.27361885e-03 1.40293009e-01 2.90504814e-02 -2.50180054e-01
5.50786002e-02 -2.15813425e-01]
[ -6.55419892e-02 -1.60051311e-02 2.78657574e-01 1.06588243e-01
9.12670612e-02 -6.49384896e-02 -1.50606953e-01 1.21327021e-01
7.44275536e-02 4.26695271e-02]
[ 4.32966332e-02 -1.96784624e-02 8.31502469e-02 7.82996368e-02
1.14491147e-01 -1.53242261e-02 2.73010959e-01 1.20344921e-01
-4.68667500e-02 -7.39345901e-02]
[ -4.63975838e-03 -1.75001816e-01 -2.95724359e-01 -6.39667795e-02
2.91927203e-01 -8.45994738e-02 2.00910575e-01 1.64396392e-01
9.40974968e-02 -4.47123786e-02]
[ 5.05825380e-02 1.82957845e-02 -1.20392576e-01 3.87682747e-02
-7.74308531e-02 3.27599293e-01 2.45864176e-01 2.05943999e-01
-1.70127751e-01 -5.59027159e-02]
[ 2.19107951e-02 2.52624772e-02 1.29149852e-01 1.29531254e-01
-8.92932199e-02 9.88826359e-02 -2.32622121e-01 -3.93922904e-02
2.24845235e-01 1.09837011e-01]
[ 1.02890927e-01 7.02232654e-02 -5.19253768e-02 -1.11863722e-01
-9.26586691e-02 -3.27100163e-01 1.13381204e-01 8.53715280e-03
1.35682275e-01 8.25388670e-02]
[ -9.82651011e-02 2.17754762e-02 -1.54187466e-02 2.24365457e-02
1.10754375e-02 -2.02360264e-01 -9.22364664e-02 -1.94796772e-02
1.40160343e-02 1.29270245e-01]
[ -1.27434879e-01 -8.42258803e-03 -1.89581916e-01 1.93378262e-02
-3.20705368e-01 -1.26123617e-02 -6.78434988e-02 -2.24081757e-02
2.13564141e-02 8.91349737e-02]
[ 9.38510660e-03 4.99478113e-02 -5.52944273e-02 -7.18392062e-02
3.52232134e-01 2.56020793e-01 4.11555605e-01 1.14805771e-01
-1.38748225e-01 -3.10305668e-01]
[ 2.93846781e-02 -2.19079274e-01 -7.23543228e-03 -8.31028079e-03
4.57915906e-01 7.78462777e-02 3.52442738e-01 9.34849213e-02
7.77673502e-02 -3.07193611e-01]
[ 4.74554502e-02 -2.92958919e-01 -2.52562269e-02 -5.64785973e-02
5.15705568e-01 5.44386060e-03 3.42599715e-01 5.01925036e-02
-3.22301502e-01 -1.59981409e-01]
[ -1.12988495e-01 -4.15518639e-01 1.73068033e-02 -1.25750873e-01
5.27938262e-01 -1.17316213e-01 4.33849690e-01 -7.98612892e-02
-8.60171224e-03 1.55919531e-01]
[ -2.42018215e-01 -2.40042442e-01 7.65861202e-02 1.25182562e-02
7.39983287e-01 1.21169472e-01 2.56973780e-01 4.99092484e-02
-4.26156927e-02 -7.22477820e-02]
[ -1.28435612e-01 -8.38824268e-02 2.84527635e-01 -1.42777659e-01
3.50409726e-01 -7.92012140e-02 4.59130592e-01 1.69562377e-02
-1.78151894e-01 7.28209131e-02]
[ -8.30212609e-02 -8.90831157e-02 -1.59145037e-01 -3.83789723e-02
2.93084711e-01 -2.51342920e-01 3.82889710e-02 1.71928179e-01
3.80153200e-02 -5.41144807e-02]
[ 1.07761485e-01 2.14751882e-01 1.61525169e-01 -9.87653121e-02
-4.99332465e-02 5.37364046e-02 -1.21538533e-01 2.84783094e-01
6.77174362e-02 1.62861369e-01]
[ 3.13320531e-01 2.16209250e-01 -1.00814653e-01 2.67957509e-01
-7.93401651e-01 -2.70006179e-01 -3.65718397e-01 1.77420559e-01
3.41788431e-01 -9.73902036e-02]
[ 5.43869942e-02 1.64049106e-01 2.55709963e-01 2.61580983e-01
-8.86924775e-02 -1.98144470e-01 -1.94299231e-01 -1.31889416e-01
-1.31563072e-01 -2.74969180e-01]
[ 3.84856561e-02 -1.00861901e-02 -1.10588297e-01 -3.23449008e-02
1.88552315e-01 3.48719737e-02 -4.87994051e-02 -1.83203688e-01
5.16016015e-02 2.30579853e-01]
[ -1.11296548e-02 -8.24480730e-02 -7.16655694e-02 -6.75972903e-02
4.11132339e-02 -1.68332159e-01 1.20682881e-01 9.69503542e-03
2.50579214e-02 -7.64131465e-03]
[ 1.09517987e-02 1.58150729e-02 2.36953777e-01 4.84987484e-02
-1.45667008e-01 -1.23715213e-01 1.69978158e-01 3.94757326e-02
-2.06030326e-01 8.64498475e-02]
[ 4.48288660e-02 -4.10966673e-02 9.59259680e-02 -3.08905372e-02
-1.17245781e-01 8.42380778e-02 1.44161348e-01 -2.71768812e-01
-4.65735288e-02 -1.25618405e-01]
[ -3.19015863e-02 2.74446765e-02 7.53020577e-02 -5.93459484e-02
6.05737251e-02 1.92555399e-01 1.59021002e-01 1.17531634e-01
-4.35472729e-02 1.49137816e-01]
[ 2.18123605e-01 4.86473345e-02 2.78651762e-02 7.79948125e-02
6.91374949e-02 -1.97116752e-02 -1.44105062e-01 1.48073289e-01
-5.67510769e-02 -2.05085338e-02]
[ 6.94857440e-04 -1.26597347e-01 -2.86042508e-03 -1.93177832e-02
-2.20988666e-01 -1.01418127e-01 -9.27785765e-02 3.95855087e-02
7.49098889e-02 1.37929376e-01]
[ -5.28126904e-02 3.78711370e-01 7.33799726e-02 2.78775307e-01
-7.01276382e-01 -2.62238479e-01 -4.53112276e-01 -7.67110744e-02
1.76613987e-01 2.06533766e-01]
[ 1.07048794e-01 3.88742334e-01 2.51525812e-02 3.11186200e-01
-5.16605361e-01 -4.41833493e-02 -2.89123304e-01 1.48006551e-01
1.13948852e-01 3.96893067e-01]
[ 2.33016011e-01 2.26813666e-01 2.30878488e-01 9.73977393e-02
-2.55228907e-01 9.84159874e-02 -1.27634908e-01 1.61965942e-01
2.01835175e-01 3.20111798e-02]
[ -8.74231478e-02 1.79155610e-01 2.34582171e-01 -6.44804174e-03
3.33894483e-02 1.39282709e-01 -5.48849498e-02 -1.54894487e-02
-5.11377961e-02 2.95938256e-02]
[ -1.00914457e-01 -1.70641675e-02 2.31458558e-02 8.54369324e-02
-2.89137254e-02 1.19267091e-01 2.69191185e-01 2.02892951e-02
-2.80864055e-01 -9.99933774e-02]
[ -2.01532869e-01 3.02782559e-02 -8.44746925e-02 -3.19232850e-01
1.00218358e-01 1.11146693e-01 4.87823102e-02 1.04298048e-01
-1.88827705e-01 5.80949232e-02]
[ 5.15069067e-02 -2.52323412e-01 -1.06953880e-01 -1.02790711e-01
1.84808704e-01 5.58709399e-03 4.83225797e-02 1.54477134e-01
-1.19190673e-01 -1.56787530e-01]
[ 1.59055866e-01 -1.09656465e-01 -1.33399551e-01 9.27104527e-03
1.17108177e-01 -6.62675467e-02 -5.99075524e-02 -1.47640255e-01
1.41107180e-01 -8.54561963e-02]
[ -1.23702851e-01 1.66138384e-01 2.54663209e-01 -3.33294203e-02
1.82573925e-01 9.36149848e-02 -2.05464928e-02 -2.98430286e-01
-1.31532917e-01 -6.49565522e-02]
[ -3.52766820e-01 1.16509944e-01 9.48717679e-03 -3.03373434e-02
1.17685544e-01 -1.67647762e-01 -6.06968053e-02 2.35535835e-01
-9.74899321e-02 8.34760740e-02]
[ 1.44557363e-01 1.18910989e-01 -2.42711908e-01 -1.03080593e-01
1.18155255e-01 -2.87201844e-01 5.20578155e-03 -1.67766693e-01
-1.23070977e-02 -1.94737496e-01]
[ 2.05308165e-01 -1.42898523e-01 5.76701193e-02 -3.16593466e-02
5.45276584e-02 -2.62504026e-02 -1.55720232e-02 -1.36552995e-01
1.02936508e-01 -1.85319109e-01]
[ -1.03286998e-01 -1.00438996e-02 1.20650869e-01 1.11213487e-01
-3.76901952e-03 -1.11272297e-01 2.24946464e-01 -7.66928245e-02
1.85848941e-01 -1.82250914e-06]
[ 2.98639991e-02 -8.55574037e-02 2.19997117e-01 -2.07788776e-01
4.22208837e-02 1.02396769e-01 -3.25834530e-02 -1.12165302e-01
4.35623688e-02 2.71121445e-01]]
[[ 0.39671861]
[ 1.1072043 ]
[ 0.19402188]
[ 0.58832954]
[-1.98241244]
[-0.24632029]
[-1.26827106]
[-0.01783493]
[ 0.44096043]
[ 0.64692522]]
Progress: 11.6% ... Training loss: 0.388 ... Validation loss: 0.643[[ 1.57248207e-01 2.77436988e-01 -1.16416304e-01 1.03759525e-01
-5.87242186e-01 -6.62976061e-02 -1.09954273e-01 1.25576759e-01
-9.10646610e-02 2.08823772e-01]
[ 1.78975410e-02 1.79713253e-01 -1.86803701e-02 4.24766515e-02
8.73925417e-02 -6.83809107e-03 2.89778738e-01 4.13833740e-02
1.40879524e-01 -2.49183253e-02]
[ 2.09592268e-01 4.30669865e-01 3.87426284e-02 1.49146264e-01
-1.96515355e-02 -7.36545464e-02 -5.53732020e-01 -3.21482792e-02
1.24657419e-01 3.92603966e-01]
[ -4.55008469e-02 -3.63227205e-01 -2.53048352e-01 -2.15950069e-02
1.25325790e-01 1.79694629e-01 2.04354605e-01 5.56577965e-02
-5.71270857e-03 3.73840373e-02]
[ 4.84761689e-04 2.18919347e-01 -1.46517291e-01 4.86934767e-02
9.96847752e-02 -1.81139223e-01 -9.18242230e-03 -1.20150973e-01
-1.91995625e-01 4.92272506e-02]
[ -3.44318041e-01 -2.66345578e-01 -2.85179142e-01 1.46041360e-01
1.30099159e-01 5.05384987e-02 -2.46730264e-02 -3.47936823e-02
-6.94294989e-03 3.80690389e-02]
[ -3.47831237e-03 -1.28725623e-01 9.90486223e-03 9.98045846e-02
-8.02936737e-02 -7.20727596e-02 1.60394000e-01 -1.88444027e-01
1.82341953e-01 4.42461231e-02]
[ 1.10249044e-01 -2.02479380e-01 2.94872826e-02 -7.45690559e-02
1.89346626e-01 -3.99751053e-02 3.72146817e-02 1.23680552e-01
6.07992316e-02 -1.77685352e-02]
[ -1.47687815e-01 -1.15122916e-03 -2.96391292e-01 1.10611328e-02
-1.33695962e-01 5.89788642e-02 -2.99042567e-01 -2.64264733e-02
2.83649855e-01 -8.49256854e-02]
[ 5.64842064e-02 -1.96205107e-01 8.45804882e-02 1.78143335e-02
1.63349402e-01 -9.93021238e-02 6.90185810e-03 -9.68198308e-02
-1.51733786e-02 1.42597146e-01]
[ -8.02282400e-02 1.13251683e-01 -2.66479761e-03 -1.63587706e-01
2.82334699e-02 2.85302189e-02 7.30883871e-02 -1.01331066e-01
-2.69431957e-02 -1.27144233e-01]
[ -6.91270314e-02 7.74117285e-02 -5.21519820e-02 4.29857554e-02
1.85254182e-01 8.18850991e-02 -1.14993949e-01 -1.39699930e-02
-1.26483939e-01 -1.46250703e-01]
[ -1.55520737e-01 7.45530492e-03 6.26819126e-02 2.38920587e-02
-1.77609532e-01 -2.20536702e-01 -1.82181929e-01 -1.96914816e-01
8.88692226e-02 1.76555084e-01]
[ -2.04273281e-01 -1.02881574e-01 1.24556358e-01 2.82682394e-01
-1.69950341e-01 -8.77627157e-02 -1.60731538e-01 -2.54683106e-01
-1.97732025e-01 2.39477504e-02]
[ 1.14382313e-01 -3.96876768e-02 -1.95507351e-02 1.10305441e-01
-4.49498080e-03 -7.99901549e-02 1.02346505e-01 4.44013376e-03
2.55423937e-02 1.83246982e-02]
[ 3.22036771e-02 -3.79322067e-02 -2.13108504e-01 1.39618473e-01
-4.72050945e-02 9.18615272e-02 -8.48590371e-02 -1.99811444e-02
-1.01977653e-01 -9.41134203e-03]
[ -1.32348532e-01 -6.57828637e-02 -2.08957785e-01 1.41998095e-01
4.23227634e-03 1.40270643e-01 2.88052469e-02 -2.50183447e-01
5.51511888e-02 -2.15739231e-01]
[ -6.54877041e-02 -1.59750318e-02 2.78686466e-01 1.06690680e-01
9.09399545e-02 -6.49717422e-02 -1.50814650e-01 1.21324216e-01
7.44862008e-02 4.27942099e-02]
[ 4.36948572e-02 -1.87187144e-02 8.33716389e-02 7.89937670e-02
1.12586545e-01 -1.55722471e-02 2.71633822e-01 1.20322640e-01
-4.63147121e-02 -7.33088344e-02]
[ -4.70971680e-03 -1.74975293e-01 -2.95761679e-01 -6.40817367e-02
2.92207810e-01 -8.45728541e-02 2.00929591e-01 1.64400478e-01
9.40123972e-02 -4.48453309e-02]
[ 5.00748427e-02 1.70533702e-02 -1.20630831e-01 3.80285296e-02
-7.52277694e-02 3.27890002e-01 2.47415743e-01 2.05965306e-01
-1.70677258e-01 -5.66554258e-02]
[ 2.35357105e-02 2.95295968e-02 1.30037733e-01 1.32065150e-01
-9.64432161e-02 9.78847729e-02 -2.36699212e-01 -3.94724656e-02
2.26697103e-01 1.12532148e-01]
[ 1.03210608e-01 7.09219349e-02 -5.17822934e-02 -1.11376690e-01
-9.36388559e-02 -3.27285004e-01 1.12417102e-01 8.52343859e-03
1.36039657e-01 8.29958289e-02]
[ -9.83671611e-02 2.14649032e-02 -1.54646016e-02 2.22925798e-02
1.15835188e-02 -2.02302355e-01 -9.18958341e-02 -1.94748025e-02
1.39130057e-02 1.29109388e-01]
[ -1.27204055e-01 -7.90782255e-03 -1.89468490e-01 1.96966397e-02
-3.21953967e-01 -1.27685254e-02 -6.85678202e-02 -2.24194420e-02
2.16313571e-02 8.95061906e-02]
[ 9.17362878e-03 4.92261362e-02 -5.54156475e-02 -7.21718707e-02
3.53486338e-01 2.56163008e-01 4.12506767e-01 1.14814611e-01
-1.38944046e-01 -3.10711310e-01]
[ 2.91012823e-02 -2.19949430e-01 -7.38309688e-03 -8.74685654e-03
4.59336157e-01 7.80241500e-02 3.53445493e-01 9.34979562e-02
7.74593697e-02 -3.07683162e-01]
[ 4.73701150e-02 -2.93241258e-01 -2.53069448e-02 -5.66344883e-02
5.16269408e-01 5.50583872e-03 3.42945160e-01 5.01969577e-02
-3.22413093e-01 -1.60152432e-01]
[ -1.13401037e-01 -4.16634499e-01 1.71095849e-02 -1.26349043e-01
5.29736721e-01 -1.17065751e-01 4.35093975e-01 -7.98440959e-02
-9.04715099e-03 1.55315232e-01]
[ -2.42293026e-01 -2.40824787e-01 7.64569846e-02 1.21488359e-02
7.41273267e-01 1.21328633e-01 2.57844898e-01 4.99206127e-02
-4.28923584e-02 -7.26454720e-02]
[ -1.28662664e-01 -8.45083584e-02 2.84426481e-01 -1.43103509e-01
3.51472403e-01 -7.90641007e-02 4.59816872e-01 1.69657481e-02
-1.78398178e-01 7.24703714e-02]
[ -8.29615845e-02 -8.90480032e-02 -1.59120247e-01 -3.82727335e-02
2.92671243e-01 -2.51388263e-01 3.81770780e-02 1.71924815e-01
3.80932605e-02 -5.40019839e-02]
[ 1.08112942e-01 2.15786018e-01 1.61708099e-01 -9.82138670e-02
-5.17394666e-02 5.35070239e-02 -1.22685163e-01 2.84767009e-01
6.81232192e-02 1.63385741e-01]
[ 3.15020492e-01 2.20909519e-01 -9.99252690e-02 2.70573446e-01
-8.00896562e-01 -2.71105944e-01 -3.70945273e-01 1.77337727e-01
3.43733369e-01 -9.44297887e-02]
[ 5.45974751e-02 1.64502786e-01 2.55822836e-01 2.61914230e-01
-8.98138528e-02 -1.98286226e-01 -1.94831587e-01 -1.31899525e-01
-1.31308546e-01 -2.74640624e-01]
[ 3.87371723e-02 -9.30194189e-03 -1.10451447e-01 -3.19309608e-02
1.87171572e-01 3.46979452e-02 -4.95491696e-02 -1.83216109e-01
5.18931118e-02 2.30984922e-01]
[ -1.05401884e-02 -8.09768059e-02 -7.13671450e-02 -6.67092633e-02
3.82004490e-02 -1.68699816e-01 1.19035994e-01 9.66781767e-03
2.57042518e-02 -6.69597546e-03]
[ 1.10565021e-02 1.60091210e-02 2.36988807e-01 4.86159592e-02
-1.45931918e-01 -1.23759283e-01 1.69588068e-01 3.94739755e-02
-2.05939821e-01 8.65991855e-02]
[ 4.46843121e-02 -4.15089969e-02 9.58494222e-02 -3.11292055e-02
-1.16514163e-01 8.43361576e-02 1.44597572e-01 -2.71761436e-01
-4.67506967e-02 -1.25854802e-01]
[ -3.18993396e-02 2.74127134e-02 7.53121235e-02 -5.93365512e-02
6.05769575e-02 1.92551593e-01 1.59011803e-01 1.17531403e-01
-4.35335679e-02 1.49132308e-01]
[ 2.18024417e-01 4.83748195e-02 2.78294244e-02 7.78924590e-02
6.94291776e-02 -1.96608589e-02 -1.43784771e-01 1.48075839e-01
-5.68239182e-02 -2.06398547e-02]
[ 9.54638843e-04 -1.25784483e-01 -2.73364200e-03 -1.88874954e-02
-2.22236019e-01 -1.01596411e-01 -9.37978621e-02 3.95728717e-02
7.52256746e-02 1.38299420e-01]
[ -5.25617569e-02 3.78954321e-01 7.35329116e-02 2.79177248e-01
-7.02430758e-01 -2.62345514e-01 -4.53303681e-01 -7.67243731e-02
1.76945019e-01 2.06884393e-01]
[ 1.07592709e-01 3.90033664e-01 2.53996899e-02 3.12001073e-01
-5.18688015e-01 -4.45067299e-02 -2.90789800e-01 1.47982647e-01
1.14551579e-01 3.97717913e-01]
[ 2.33284962e-01 2.27505514e-01 2.31017704e-01 9.78310942e-02
-2.56690083e-01 9.82361919e-02 -1.28490093e-01 1.61952963e-01
2.02160583e-01 3.24739722e-02]
[ -8.72541751e-02 1.79576243e-01 2.34681843e-01 -6.12475560e-03
3.23323406e-02 1.39158062e-01 -5.54615250e-02 -1.54987815e-02
-5.09027765e-02 2.99354840e-02]
[ -1.01281210e-01 -1.78223552e-02 2.29713880e-02 8.49287116e-02
-2.70795204e-02 1.19490657e-01 2.70293953e-01 2.03029965e-02
-2.81254656e-01 -1.00587478e-01]
[ -2.01844673e-01 2.94368158e-02 -8.46178849e-02 -3.19687016e-01
1.01727179e-01 1.11338839e-01 4.97486747e-02 1.04312068e-01
-1.89171095e-01 5.76037523e-02]
[ 5.14825140e-02 -2.52397301e-01 -1.06966927e-01 -1.02830896e-01
1.84935196e-01 5.60303356e-03 4.83991110e-02 1.54478313e-01
-1.19219768e-01 -1.56827876e-01]
[ 1.59342123e-01 -1.08881986e-01 -1.33219833e-01 9.82292694e-03
1.15310152e-01 -6.64773194e-02 -6.04689850e-02 -1.47656808e-01
1.41492271e-01 -8.49804672e-02]
[ -1.23721675e-01 1.66354537e-01 2.54674589e-01 -3.33595892e-02
1.83390468e-01 9.36067473e-02 -2.03469225e-02 -2.98434897e-01
-1.31497296e-01 -6.49236243e-02]
[ -3.52493844e-01 1.17137286e-01 9.62075763e-03 -2.98567332e-02
1.16733869e-01 -1.67835100e-01 -6.16172269e-02 2.35521787e-01
-9.71466206e-02 8.39637872e-02]
[ 1.45645661e-01 1.21507304e-01 -2.42096637e-01 -1.01291323e-01
1.12982625e-01 -2.87875013e-01 2.38817551e-03 -1.67822465e-01
-1.09692310e-02 -1.92928935e-01]
[ 2.05409220e-01 -1.42858291e-01 5.77084589e-02 -3.15470048e-02
5.41082391e-02 -2.63132262e-02 -1.58454614e-02 -1.36557677e-01
1.03051650e-01 -1.85183511e-01]
[ -1.03289396e-01 -1.01125212e-02 1.20647651e-01 1.11253538e-01
-3.90391420e-03 -1.11302312e-01 2.24967822e-01 -7.66935505e-02
1.85885509e-01 8.81774448e-06]
[ 3.04573931e-02 -8.43995490e-02 2.20287994e-01 -2.06855742e-01
3.93693703e-02 1.02058526e-01 -3.43509015e-02 -1.12191857e-01
4.42471038e-02 2.72028240e-01]]
[[ 0.41285132]
[ 1.12172373]
[ 0.2061815 ]
[ 0.60474748]
[-1.97577089]
[-0.23642975]
[-1.25864253]
[-0.00458266]
[ 0.458715 ]
[ 0.6629304 ]]
Progress: 11.7% ... Training loss: 0.385 ... Validation loss: 0.633[[ 1.58603171e-01 2.80464893e-01 -1.15613867e-01 1.05909580e-01
-5.93446875e-01 -6.71214968e-02 -1.13196933e-01 1.25559265e-01
-8.92052285e-02 2.10995632e-01]
[ 1.82252752e-02 1.80394214e-01 -1.85115876e-02 4.29785393e-02
8.57703366e-02 -7.03568215e-03 2.88814206e-01 4.13797572e-02
1.41260208e-01 -2.43993653e-02]
[ 2.12192214e-01 4.37274757e-01 4.00905773e-02 1.52785080e-01
-3.07609837e-02 -7.50747424e-02 -5.61242957e-01 -3.21765190e-02
1.27547712e-01 3.96315881e-01]
[ -4.45642535e-02 -3.60233523e-01 -2.52539859e-01 -1.99414620e-02
1.19584127e-01 1.78995504e-01 2.00515498e-01 5.56476501e-02
-4.69722716e-03 3.91879644e-02]
[ -7.77643867e-04 2.14753366e-01 -1.47067769e-01 4.66406043e-02
1.06798349e-01 -1.80299642e-01 -4.40532782e-03 -1.20138353e-01
-1.93271529e-01 4.70430720e-02]
[ -3.45114344e-01 -2.68716653e-01 -2.85540523e-01 1.44993816e-01
1.33311442e-01 5.09317921e-02 -2.19462229e-02 -3.47862585e-02
-7.66211700e-03 3.69127694e-02]
[ -3.44630120e-03 -1.28704016e-01 9.93250357e-03 9.97725683e-02
-8.01823808e-02 -7.20407877e-02 1.60783352e-01 -1.88444616e-01
1.82408141e-01 4.39714039e-02]
[ 1.12264086e-01 -1.97649942e-01 3.06021075e-02 -7.14626363e-02
1.80069150e-01 -4.11792463e-02 3.14977408e-02 1.23656737e-01
6.32503254e-02 -1.44414542e-02]
[ -1.48204904e-01 -2.60761827e-03 -2.96629188e-01 1.02628469e-02
-1.31070439e-01 5.92803153e-02 -2.97272210e-01 -2.64205150e-02
2.83064768e-01 -8.57483264e-02]
[ 5.66305925e-02 -1.96246249e-01 8.47359932e-02 1.79966462e-02
1.63452116e-01 -9.93505850e-02 7.53293636e-03 -9.68226403e-02
-1.48688514e-02 1.42687887e-01]
[ -7.90862485e-02 1.15817783e-01 -2.02878466e-03 -1.61701466e-01
2.21126421e-02 2.77780289e-02 6.98335327e-02 -1.01345502e-01
-2.54216054e-02 -1.25225868e-01]
[ -6.96817478e-02 7.59103507e-02 -5.24003117e-02 4.21457755e-02
1.87943919e-01 8.22083255e-02 -1.13200601e-01 -1.39637687e-02
-1.27097029e-01 -1.47186357e-01]
[ -1.55520737e-01 7.45530492e-03 6.26819126e-02 2.38920587e-02
-1.77609532e-01 -2.20536702e-01 -1.82181929e-01 -1.96914816e-01
8.88692226e-02 1.76555084e-01]
[ -2.04541035e-01 -1.03677273e-01 1.24448285e-01 2.82390532e-01
-1.69217369e-01 -8.76577116e-02 -1.59879453e-01 -2.54681416e-01
-1.97889483e-01 2.36511552e-02]
[ 1.14190906e-01 -4.03672417e-02 -1.96430933e-02 1.10047818e-01
-3.53861923e-03 -7.98995371e-02 1.03123804e-01 4.44206190e-03
2.53556810e-02 1.80117260e-02]
[ 3.17040450e-02 -3.92065482e-02 -2.13356614e-01 1.38877709e-01
-4.47749529e-02 9.21465351e-02 -8.33442164e-02 -1.99755819e-02
-1.02529954e-01 -1.01849229e-02]
[ -1.32060061e-01 -6.50450156e-02 -2.08803020e-01 1.42390805e-01
3.29503777e-03 1.40119742e-01 2.79840776e-02 -2.50186786e-01
5.54870453e-02 -2.15273783e-01]
[ -6.45093882e-02 -1.34765807e-02 2.79196456e-01 1.08102355e-01
8.60573428e-02 -6.54927465e-02 -1.53335626e-01 1.21313000e-01
7.56223217e-02 4.40560464e-02]
[ 4.25975963e-02 -2.17017307e-02 8.27993472e-02 7.73214024e-02
1.17966838e-01 -1.49309169e-02 2.75075481e-01 1.20335151e-01
-4.75863741e-02 -7.51507604e-02]
[ -4.29800863e-03 -1.73931523e-01 -2.95585885e-01 -6.35355977e-02
2.90138286e-01 -8.48066564e-02 1.99569379e-01 1.64396409e-01
9.44579078e-02 -4.42527939e-02]
[ 5.07058163e-02 1.88393951e-02 -1.20224720e-01 3.91123058e-02
-7.80064896e-02 3.27449141e-01 2.45375393e-01 2.05957056e-01
-1.69809538e-01 -5.54046862e-02]
[ 2.49622688e-02 3.27839409e-02 1.30803956e-01 1.34251834e-01
-1.03135785e-01 9.70829814e-02 -2.40403227e-01 -3.94891015e-02
2.28351099e-01 1.14786876e-01]
[ 1.02667654e-01 6.94379665e-02 -5.20484236e-02 -1.12178572e-01
-9.10902049e-02 -3.26982068e-01 1.14058290e-01 8.52945847e-03
1.35442622e-01 8.22027222e-02]
[ -9.82594600e-02 2.17691478e-02 -1.54127367e-02 2.24338360e-02
1.12009891e-02 -2.02355141e-01 -9.21269757e-02 -1.94758024e-02
1.40202447e-02 1.29224436e-01]
[ -1.27715116e-01 -9.29233482e-03 -1.89703088e-01 1.89274681e-02
-3.19587570e-01 -1.24697014e-02 -6.69474343e-02 -2.24136649e-02
2.10631116e-02 8.86574856e-02]
[ 8.54781305e-03 4.75175411e-02 -5.57459187e-02 -7.31306550e-02
3.56535002e-01 2.56533462e-01 4.14616171e-01 1.14821593e-01
-1.39624520e-01 -3.11763218e-01]
[ 2.88653544e-02 -2.20608001e-01 -7.49817412e-03 -9.10024758e-03
4.60554206e-01 7.81647137e-02 3.54223350e-01 9.35006090e-02
7.72035010e-02 -3.08094692e-01]
[ 4.69038349e-02 -2.94512576e-01 -2.55490651e-02 -5.73352030e-02
5.18571596e-01 5.77403055e-03 3.44457068e-01 5.02021704e-02
-3.22947533e-01 -1.60867415e-01]
[ -1.13576440e-01 -4.17049339e-01 1.70180245e-02 -1.26617384e-01
5.30540637e-01 -1.16961415e-01 4.35608376e-01 -7.98420678e-02
-9.24910149e-03 1.55060331e-01]
[ -2.42638346e-01 -2.41768263e-01 7.62946547e-02 1.16762428e-02
7.42874394e-01 1.21521572e-01 2.58916613e-01 4.99243660e-02
-4.32286618e-02 -7.31867880e-02]
[ -1.29174139e-01 -8.60364805e-02 2.84166056e-01 -1.43872742e-01
3.53957465e-01 -7.87739466e-02 4.61512270e-01 1.69712608e-02
-1.78976146e-01 7.16745214e-02]
[ -8.29914849e-02 -8.90949907e-02 -1.59123895e-01 -3.82804890e-02
2.92684231e-01 -2.51385340e-01 3.82374739e-02 1.71924866e-01
3.80866159e-02 -5.40147678e-02]
[ 1.08713545e-01 2.17577178e-01 1.62035449e-01 -9.72355179e-02
-5.48357980e-02 5.31237507e-02 -1.24667243e-01 2.84760151e-01
6.88151747e-02 1.64471069e-01]
[ 3.14656195e-01 2.19908714e-01 -1.00130800e-01 2.69968841e-01
-7.99024947e-01 -2.70882827e-01 -3.69994420e-01 1.77342467e-01
3.43395078e-01 -9.50218138e-02]
[ 5.46790664e-02 1.64735599e-01 2.55862770e-01 2.62037725e-01
-9.02087838e-02 -1.98343439e-01 -1.95102145e-01 -1.31900566e-01
-1.31210145e-01 -2.74506084e-01]
[ 3.86484073e-02 -9.57024386e-03 -1.10494923e-01 -3.20616969e-02
1.87576024e-01 3.47480957e-02 -4.92890079e-02 -1.83215158e-01
5.17967883e-02 2.30843726e-01]
[ -9.42657203e-03 -7.80870667e-02 -7.08012496e-02 -6.50505501e-02
3.27002393e-02 -1.69321593e-01 1.15641134e-01 9.65526362e-03
2.69374106e-02 -4.94655012e-03]
[ 1.07385348e-02 1.50929318e-02 2.36832078e-01 4.81220534e-02
-1.44320234e-01 -1.23575749e-01 1.70610220e-01 3.94777282e-02
-2.06295510e-01 8.60544046e-02]
[ 4.46955512e-02 -4.16643490e-02 9.58586223e-02 -3.10875864e-02
-1.16625807e-01 8.43214096e-02 1.44583129e-01 -2.71761506e-01
-4.67255604e-02 -1.25835899e-01]
[ -3.16589656e-02 2.82425653e-02 7.54593133e-02 -5.90111226e-02
5.93790346e-02 1.92418283e-01 1.58276800e-01 1.17528610e-01
-4.32696151e-02 1.49402099e-01]
[ 2.17985983e-01 4.84192478e-02 2.78326307e-02 7.78928601e-02
6.94162664e-02 -1.96552594e-02 -1.43658276e-01 1.48075823e-01
-5.68221465e-02 -2.06405757e-02]
[ 1.05775479e-03 -1.25521279e-01 -2.68060867e-03 -1.87363598e-02
-2.22737106e-01 -1.01652220e-01 -9.40738398e-02 3.95716973e-02
7.53454240e-02 1.38458587e-01]
[ -5.17367191e-02 3.80728055e-01 7.39838350e-02 2.80377948e-01
-7.05763322e-01 -2.62768161e-01 -4.54985648e-01 -7.67345439e-02
1.77940214e-01 2.08048516e-01]
[ 1.08431359e-01 3.92025010e-01 2.58745815e-02 3.13341197e-01
-5.22652851e-01 -4.50416126e-02 -2.93164933e-01 1.47972183e-01
1.15592849e-01 3.99085776e-01]
[ 2.33595958e-01 2.28409269e-01 2.31175922e-01 9.83107679e-02
-2.58272381e-01 9.80472952e-02 -1.29435913e-01 1.61949307e-01
2.02510311e-01 3.29717747e-02]
[ -8.69037093e-02 1.80454018e-01 2.34882666e-01 -5.60536664e-03
3.07552293e-02 1.38956909e-01 -5.63845628e-02 -1.55027292e-02
-5.05009778e-02 3.04777941e-02]
[ -1.01354225e-01 -1.80883408e-02 2.29248853e-02 8.47917562e-02
-2.67150573e-02 1.19545063e-01 2.70521512e-01 2.03041264e-02
-2.81354940e-01 -1.00706267e-01]
[ -2.01917840e-01 2.91607396e-02 -8.46471279e-02 -3.19780927e-01
1.02016213e-01 1.11374479e-01 4.99636561e-02 1.04312753e-01
-1.89240005e-01 5.75063697e-02]
[ 5.10862540e-02 -2.53516905e-01 -1.07167492e-01 -1.03430426e-01
1.86865426e-01 5.81731207e-03 4.96242792e-02 1.54482585e-01
-1.19675710e-01 -1.57465510e-01]
[ 1.59920726e-01 -1.07857943e-01 -1.32930816e-01 1.06886907e-02
1.11699564e-01 -6.67917034e-02 -6.19163209e-02 -1.47663183e-01
1.42188789e-01 -8.42808038e-02]
[ -1.23858510e-01 1.66093863e-01 2.54608806e-01 -3.35952437e-02
1.84211732e-01 9.36979151e-02 -1.99782877e-02 -2.98433184e-01
-1.31632617e-01 -6.51192897e-02]
[ -3.52471591e-01 1.17131962e-01 9.65702319e-03 -2.98205403e-02
1.17015564e-01 -1.67873501e-01 -6.13243474e-02 2.35520755e-01
-9.70714983e-02 8.39320974e-02]
[ 1.46555822e-01 1.23666611e-01 -2.41575305e-01 -9.98957903e-02
1.08640895e-01 -2.88380084e-01 9.96985489e-05 -1.67833139e-01
-9.89140702e-03 -1.91475693e-01]
[ 2.05388303e-01 -1.42970303e-01 5.77778676e-02 -3.14501211e-02
5.44933339e-02 -2.63862961e-02 -1.55139211e-02 -1.36559286e-01
1.03169476e-01 -1.85161375e-01]
[ -1.03421480e-01 -1.04827638e-02 1.20588151e-01 1.11043245e-01
-2.98390080e-03 -1.11209918e-01 2.25424515e-01 -7.66919305e-02
1.85769167e-01 -2.07780210e-04]
[ 2.99698734e-02 -8.58110645e-02 2.20040441e-01 -2.07575593e-01
4.15852447e-02 1.02328465e-01 -3.28952637e-02 -1.12186522e-01
4.37445040e-02 2.71370602e-01]]
[[ 4.21540592e-01]
[ 1.13141448e+00]
[ 2.11895887e-01]
[ 6.11171367e-01]
[ -1.97644739e+00]
[ -2.32242520e-01]
[ -1.26082841e+00]
[ 1.53885506e-03]
[ 4.67577658e-01]
[ 6.72573337e-01]]
Progress: 11.7% ... Training loss: 0.386 ... Validation loss: 0.629[[ 1.57874567e-01 2.78462919e-01 -1.15912513e-01 1.04889908e-01
-5.89306774e-01 -6.67484292e-02 -1.10764980e-01 1.25556989e-01
-8.99039111e-02 2.09729585e-01]
[ 1.82096479e-02 1.80357663e-01 -1.85196133e-02 4.29554690e-02
8.58408095e-02 -7.02688879e-03 2.88856132e-01 4.13796995e-02
1.41243447e-01 -2.44251938e-02]
[ 2.10545123e-01 4.33841533e-01 3.91860368e-02 1.50250181e-01
-2.37905285e-02 -7.40846040e-02 -5.56650887e-01 -3.21827857e-02
1.25566753e-01 3.93885913e-01]
[ -4.38179504e-02 -3.58830220e-01 -2.51999340e-01 -1.88650815e-02
1.14962269e-01 1.78696740e-01 1.98338013e-01 5.56498456e-02
-3.89579903e-03 4.02887947e-02]
[ -3.06114120e-03 2.09460614e-01 -1.48115661e-01 4.33047333e-02
1.17687277e-01 -1.79164926e-01 2.39773750e-03 -1.20146216e-01
-1.95743157e-01 4.34800997e-02]
[ -3.45204768e-01 -2.69330526e-01 -2.85537995e-01 1.44962815e-01
1.33856840e-01 5.09351656e-02 -2.15403788e-02 -3.47861779e-02
-7.66788343e-03 3.67908699e-02]
[ -5.16751277e-03 -1.32912109e-01 9.07854657e-03 9.72770311e-02
-7.20392189e-02 -7.11280041e-02 1.65627172e-01 -1.88450745e-01
1.80535885e-01 4.12737880e-02]
[ 1.12125342e-01 -1.98074482e-01 3.05844918e-02 -7.16117628e-02
1.80363402e-01 -4.10893662e-02 3.25220632e-02 1.23656696e-01
6.31940475e-02 -1.46443078e-02]
[ -1.49506397e-01 -5.98556599e-03 -2.97236280e-01 8.31521644e-03
-1.25150169e-01 5.99868583e-02 -2.93428279e-01 -2.64253439e-02
2.81558033e-01 -8.78386091e-02]
[ 5.46120798e-02 -2.01646847e-01 8.37722591e-02 1.51155215e-02
1.72734634e-01 -9.83018605e-02 1.40925928e-02 -9.68292581e-02
-1.70056290e-02 1.39472519e-01]
[ -7.97570046e-02 1.14221697e-01 -2.32480400e-03 -1.62598306e-01
2.48505664e-02 2.81191598e-02 7.16862753e-02 -1.01347742e-01
-2.61007581e-02 -1.26226635e-01]
[ -7.02443508e-02 7.42825806e-02 -5.26166956e-02 4.13004452e-02
1.90826558e-01 8.25310504e-02 -1.11495083e-01 -1.39658292e-02
-1.27722134e-01 -1.48082873e-01]
[ -1.55520737e-01 7.45530492e-03 6.26819126e-02 2.38920587e-02
-1.77609532e-01 -2.20536702e-01 -1.82181929e-01 -1.96914816e-01
8.88692226e-02 1.76555084e-01]
[ -2.04565979e-01 -1.03830793e-01 1.24455357e-01 2.82414580e-01
-1.69228121e-01 -8.76712858e-02 -1.59856853e-01 -2.54681318e-01
-1.97855395e-01 2.36278310e-02]
[ 1.14521370e-01 -3.98439859e-02 -1.94459272e-02 1.10591895e-01
-4.86401180e-03 -8.01069624e-02 1.02444428e-01 4.44357254e-03
2.57803231e-02 1.85513166e-02]
[ 3.08114290e-02 -4.13463729e-02 -2.13807221e-01 1.37562520e-01
-4.05885822e-02 9.26234692e-02 -8.08581007e-02 -1.99789035e-02
-1.03491134e-01 -1.16121044e-02]
[ -1.32726446e-01 -6.67215596e-02 -2.09126134e-01 1.41435075e-01
6.51788014e-03 1.40481899e-01 2.98625080e-02 -2.50188995e-01
5.47551684e-02 -2.16318008e-01]
[ -6.46714733e-02 -1.38958354e-02 2.79115374e-01 1.07872865e-01
8.68438254e-02 -6.54065901e-02 -1.52888085e-01 1.21312396e-01
7.54328663e-02 4.37923987e-02]
[ 4.23763825e-02 -2.22356036e-02 8.27082010e-02 7.70266369e-02
1.18848480e-01 -1.48352365e-02 2.75709181e-01 1.20334470e-01
-4.77908347e-02 -7.54800069e-02]
[ -4.29096991e-03 -1.73820449e-01 -2.95569695e-01 -6.35001350e-02
2.89517832e-01 -8.48002001e-02 1.99509897e-01 1.64396589e-01
9.44977969e-02 -4.41450044e-02]
[ 5.01700996e-02 1.73609735e-02 -1.20496097e-01 3.82750306e-02
-7.53348361e-02 3.27773899e-01 2.47056691e-01 2.05954943e-01
-1.70441280e-01 -5.62933104e-02]
[ 2.48651729e-02 3.25442704e-02 1.30774027e-01 1.34157554e-01
-1.02578790e-01 9.71243891e-02 -2.39782445e-01 -3.94891878e-02
2.28300701e-01 1.14639992e-01]
[ 1.01731421e-01 6.70173688e-02 -5.24971586e-02 -1.13544188e-01
-8.68421298e-02 -3.26494576e-01 1.16794934e-01 8.52604535e-03
1.34397129e-01 8.07124643e-02]
[ -9.79119133e-02 2.27172774e-02 -1.52456504e-02 2.29169389e-02
9.57763014e-03 -2.02530437e-01 -9.30439188e-02 -1.94745634e-02
1.43690885e-02 1.29758692e-01]
[ -1.28115747e-01 -1.04375423e-02 -1.89870747e-01 1.83098273e-02
-3.17658591e-01 -1.22418671e-02 -6.56808269e-02 -2.24151838e-02
2.05892180e-02 8.79765885e-02]
[ 8.07194396e-03 4.63380499e-02 -5.59863364e-02 -7.38323605e-02
3.58761877e-01 2.56777248e-01 4.16032581e-01 1.14819821e-01
-1.40106428e-01 -3.12529789e-01]
[ 2.85838061e-02 -2.21354824e-01 -7.64790588e-03 -9.53789275e-03
4.61914191e-01 7.83307259e-02 3.55125658e-01 9.34995207e-02
7.68823621e-02 -3.08576554e-01]
[ 4.67003689e-02 -2.95027819e-01 -2.56513943e-02 -5.76195914e-02
5.19499040e-01 5.88060955e-03 3.45059348e-01 5.02014517e-02
-3.23159117e-01 -1.61192489e-01]
[ -1.13744451e-01 -4.17410070e-01 1.69375477e-02 -1.26855157e-01
5.31268738e-01 -1.16868956e-01 4.36038026e-01 -7.98426711e-02
-9.43011178e-03 1.54802097e-01]
[ -2.42899944e-01 -2.42456639e-01 7.61629732e-02 1.12810067e-02
7.43869995e-01 1.21670678e-01 2.59727729e-01 4.99233733e-02
-4.35220741e-02 -7.36145760e-02]
[ -1.29351153e-01 -8.65253552e-02 2.84083824e-01 -1.44115772e-01
3.54696867e-01 -7.86837302e-02 4.62085758e-01 1.69706579e-02
-1.79146942e-01 7.13962881e-02]
[ -8.32559532e-02 -8.98464482e-02 -1.59237713e-01 -3.86420722e-02
2.93903068e-01 -2.51249057e-01 3.91097584e-02 1.71923965e-01
3.78030988e-02 -5.44074501e-02]
[ 1.08604236e-01 2.17436278e-01 1.62007449e-01 -9.73323062e-02
-5.45672662e-02 5.31799835e-02 -1.24492611e-01 2.84759862e-01
6.87473813e-02 1.64321693e-01]
[ 3.15524537e-01 2.21928409e-01 -9.96973108e-02 2.71212430e-01
-8.02476565e-01 -2.71345709e-01 -3.72301323e-01 1.77345686e-01
3.44363085e-01 -9.36883848e-02]
[ 5.47184111e-02 1.64747574e-01 2.55900022e-01 2.62123677e-01
-9.05086277e-02 -1.98384757e-01 -1.95235017e-01 -1.31900381e-01
-1.31156573e-01 -2.74447310e-01]
[ 3.83418677e-02 -1.03958503e-02 -1.10650356e-01 -3.25146222e-02
1.89047323e-01 3.49216748e-02 -4.83487225e-02 -1.83216284e-01
5.14477549e-02 2.30385747e-01]
[ -9.52312163e-03 -7.83475138e-02 -7.08519952e-02 -6.51960061e-02
3.31712758e-02 -1.69265088e-01 1.15941150e-01 9.65491661e-03
2.68186553e-02 -5.09984371e-03]
[ 1.07852614e-02 1.52803949e-02 2.36851844e-01 4.81754259e-02
-1.44583745e-01 -1.23594704e-01 1.70388635e-01 3.94778692e-02
-2.06259297e-01 8.61427484e-02]
[ 4.43067851e-02 -4.26625503e-02 9.56517536e-02 -3.16690316e-02
-1.14756434e-01 8.45159962e-02 1.45773764e-01 -2.71762810e-01
-4.71845127e-02 -1.26481908e-01]
[ -3.20982407e-02 2.72606679e-02 7.52439021e-02 -5.96435710e-02
6.13346932e-02 1.92641321e-01 1.59347919e-01 1.17527042e-01
-4.37525962e-02 1.48837130e-01]
[ 2.17861584e-01 4.81034871e-02 2.77643133e-02 7.77110235e-02
6.99878449e-02 -1.95854489e-02 -1.43412120e-01 1.48075329e-01
-5.69733351e-02 -2.08451298e-02]
[ 8.00434549e-04 -1.26127551e-01 -2.82206401e-03 -1.91433995e-02
-2.21495015e-01 -1.01513143e-01 -9.33547889e-02 3.95706537e-02
7.50428345e-02 1.38061623e-01]
[ -5.10324856e-02 3.82393508e-01 7.44027415e-02 2.81436254e-01
-7.08709634e-01 -2.63120673e-01 -4.56372419e-01 -7.67316545e-02
1.78753190e-01 2.09110758e-01]
[ 1.08402742e-01 3.92063431e-01 2.58737541e-02 3.13372788e-01
-5.22797517e-01 -4.50540234e-02 -2.93105641e-01 1.47972305e-01
1.15602227e-01 3.99047310e-01]
[ 2.33707596e-01 2.28695412e-01 2.31248658e-01 9.84966820e-02
-2.58946511e-01 9.79697572e-02 -1.29817400e-01 1.61949819e-01
2.02657614e-01 3.31653877e-02]
[ -8.71453527e-02 1.79791212e-01 2.34757131e-01 -5.97087675e-03
3.19209636e-02 1.39092024e-01 -5.56326613e-02 -1.55035855e-02
-5.07766332e-02 3.00698968e-02]
[ -1.01209621e-01 -1.76883965e-02 2.30068257e-02 8.50181518e-02
-2.74158162e-02 1.19462998e-01 2.70054650e-01 2.03046681e-02
-2.81181888e-01 -1.00486758e-01]
[ -2.02402230e-01 2.78197827e-02 -8.48512375e-02 -3.20447784e-01
1.04064689e-01 1.11624500e-01 5.13349787e-02 1.04311131e-01
-1.89733017e-01 5.68072795e-02]
[ 5.02282783e-02 -2.55886611e-01 -1.07610327e-01 -1.04747173e-01
1.90989325e-01 6.29516584e-03 5.22067296e-02 1.54479383e-01
-1.20673918e-01 -1.58885030e-01]
[ 1.57912023e-01 -1.13037403e-01 -1.33909958e-01 7.72456212e-03
1.20817302e-01 -6.56873492e-02 -5.60873706e-02 -1.47670548e-01
1.39897693e-01 -8.74573990e-02]
[ -1.23540093e-01 1.66941670e-01 2.54788492e-01 -3.30886285e-02
1.82799654e-01 9.35097738e-02 -2.09929951e-02 -2.98431944e-01
-1.31229967e-01 -6.46272265e-02]
[ -3.53113523e-01 1.15676640e-01 9.34225519e-03 -3.06999088e-02
1.19645624e-01 -1.67585686e-01 -5.95324413e-02 2.35518680e-01
-9.76979090e-02 8.30468240e-02]
[ 1.46342451e-01 1.23048917e-01 -2.41635163e-01 -1.00244233e-01
1.09993999e-01 -2.88204922e-01 7.41510066e-04 -1.67833924e-01
-1.01431849e-02 -1.91853218e-01]
[ 2.05422917e-01 -1.43070713e-01 5.78367678e-02 -3.13177132e-02
5.45591449e-02 -2.64473659e-02 -1.50677515e-02 -1.36558556e-01
1.03283554e-01 -1.85196715e-01]
[ -1.03700156e-01 -1.12981733e-02 1.20463945e-01 1.10667767e-01
-1.92853935e-03 -1.11078437e-01 2.26411166e-01 -7.66928356e-02
1.85506919e-01 -5.99008778e-04]
[ 2.95076521e-02 -8.71150310e-02 2.19803691e-01 -2.08270494e-01
4.36783299e-02 1.02591445e-01 -3.14581281e-02 -1.12188280e-01
4.32182749e-02 2.70631850e-01]]
[[ 0.40631308]
[ 1.11668076]
[ 0.19955192]
[ 0.59671906]
[-1.99635768]
[-0.24637113]
[-1.27604496]
[-0.01126988]
[ 0.4528662 ]
[ 0.65626219]]
Progress: 11.8% ... Training loss: 0.382 ... Validation loss: 0.634[[ 1.59446587e-01 2.82982896e-01 -1.15054597e-01 1.07461830e-01
-5.96884995e-01 -6.77994003e-02 -1.15772155e-01 1.25507515e-01
-8.79512813e-02 2.12331107e-01]
[ 1.84625729e-02 1.81036989e-01 -1.83967495e-02 4.33427750e-02
8.46607463e-02 -7.17919865e-03 2.88135576e-01 4.13727459e-02
1.41518398e-01 -2.40206982e-02]
[ 2.10682524e-01 4.35056916e-01 3.93372453e-02 1.50541881e-01
-2.45748945e-02 -7.42640182e-02 -5.58081425e-01 -3.21906182e-02
1.26072302e-01 3.94350891e-01]
[ -4.29036528e-02 -3.57137729e-01 -2.51531930e-01 -1.75675486e-02
1.11823756e-01 1.78277530e-01 1.96208559e-01 5.56242830e-02
-3.07966754e-03 4.19490669e-02]
[ -3.74250482e-03 2.08078871e-01 -1.48483348e-01 4.23882911e-02
1.20819053e-01 -1.78889241e-01 4.51656881e-03 -1.20125611e-01
-1.96456949e-01 4.19570294e-02]
[ -3.46527619e-01 -2.73014164e-01 -2.86197308e-01 1.43079203e-01
1.40028621e-01 5.16554239e-02 -1.69972800e-02 -3.47511358e-02
-9.10508067e-03 3.45987284e-02]
[ -3.37510533e-03 -1.28524999e-01 9.95466530e-03 9.99252017e-02
-8.05066299e-02 -7.21508262e-02 1.60188854e-01 -1.88500969e-01
1.82565300e-01 4.40572764e-02]
[ 1.12876518e-01 -1.95766215e-01 3.10315400e-02 -7.02538374e-02
1.76445504e-01 -4.16475474e-02 2.99454769e-02 1.23630658e-01
6.42770035e-02 -1.31474875e-02]
[ -1.49299589e-01 -5.48076663e-03 -2.97132093e-01 8.62928845e-03
-1.26108152e-01 5.98352950e-02 -2.93985770e-01 -2.64313566e-02
2.81776819e-01 -8.74930920e-02]
[ 5.61322588e-02 -1.97387878e-01 8.45930708e-02 1.76217090e-02
1.65275139e-01 -9.93687866e-02 9.15154231e-03 -9.68783769e-02
-1.49941178e-02 1.42170284e-01]
[ -7.94184138e-02 1.14968816e-01 -2.16384656e-03 -1.62063910e-01
2.27949218e-02 2.79117885e-02 7.08870180e-02 -1.01357175e-01
-2.57519961e-02 -1.25769028e-01]
[ -7.06755802e-02 7.27930315e-02 -5.28304231e-02 4.06964174e-02
1.93170187e-01 8.27930394e-02 -1.09784072e-01 -1.39545106e-02
-1.28188448e-01 -1.48804562e-01]
[ -1.55520737e-01 7.45530492e-03 6.26819126e-02 2.38920587e-02
-1.77609532e-01 -2.20536702e-01 -1.82181929e-01 -1.96914816e-01
8.88692226e-02 1.76555084e-01]
[ -2.04999464e-01 -1.04954475e-01 1.24234754e-01 2.81780070e-01
-1.67511441e-01 -8.74088428e-02 -1.58427260e-01 -2.54669506e-01
-1.98343331e-01 2.28844195e-02]
[ 1.14194377e-01 -4.10398734e-02 -1.95857604e-02 1.10156292e-01
-3.31042164e-03 -7.99572123e-02 1.03813160e-01 4.45116902e-03
2.54607288e-02 1.80291564e-02]
[ 3.03540269e-02 -4.26243403e-02 -2.14028397e-01 1.36924528e-01
-3.84526789e-02 9.28804970e-02 -7.94124952e-02 -1.99663753e-02
-1.03995335e-01 -1.23845646e-02]
[ -1.31672249e-01 -6.41420548e-02 -2.08643314e-01 1.42959127e-01
1.72251068e-03 1.39903865e-01 2.66610053e-02 -2.50216386e-01
5.59229442e-02 -2.14690632e-01]
[ -6.45644397e-02 -1.35621257e-02 2.79164902e-01 1.08044495e-01
8.62365056e-02 -6.54673401e-02 -1.53280343e-01 1.21308564e-01
7.55424682e-02 4.40059170e-02]
[ 4.29483809e-02 -2.07291434e-02 8.29986212e-02 7.78555225e-02
1.16320480e-01 -1.51846117e-02 2.73931876e-01 1.20317487e-01
-4.71228197e-02 -7.45908521e-02]
[ -4.90387294e-03 -1.75715442e-01 -2.95896202e-01 -6.44944598e-02
2.92724073e-01 -8.43871962e-02 2.01421056e-01 1.64414530e-01
9.38851091e-02 -4.51145924e-02]
[ 5.10747393e-02 2.00824088e-02 -1.19981160e-01 3.98640279e-02
-8.05552987e-02 3.27136852e-01 2.44073752e-01 2.05925736e-01
-1.69245413e-01 -5.47134655e-02]
[ 2.58167079e-02 3.52107027e-02 1.31271231e-01 1.35678266e-01
-1.06788240e-01 9.64834953e-02 -2.42598920e-01 -3.95182664e-02
2.29347116e-01 1.16310623e-01]
[ 1.01545013e-01 6.65741712e-02 -5.25829181e-02 -1.13822745e-01
-8.59476359e-02 -3.26400302e-01 1.17366883e-01 8.53125275e-03
1.34183126e-01 8.04167371e-02]
[ -9.79035036e-02 2.27741861e-02 -1.52410970e-02 2.29219761e-02
9.51947057e-03 -2.02529923e-01 -9.31376663e-02 -1.94746328e-02
1.43811997e-02 1.29760618e-01]
[ -1.28268829e-01 -1.08497266e-02 -1.89948290e-01 1.80880549e-02
-3.16918249e-01 -1.21650876e-02 -6.51729350e-02 -2.24109400e-02
2.04218124e-02 8.77311688e-02]
[ 8.09182423e-03 4.63894119e-02 -5.59766553e-02 -7.38028340e-02
3.58675957e-01 2.56764805e-01 4.15981880e-01 1.14819255e-01
-1.40083669e-01 -3.12496917e-01]
[ 2.80454813e-02 -2.22802475e-01 -7.91147780e-03 -1.03376855e-02
4.64465812e-01 7.86487339e-02 3.56821600e-01 9.35140542e-02
7.62826949e-02 -3.09461080e-01]
[ 4.68520323e-02 -2.94885308e-01 -2.55691538e-02 -5.73773918e-02
5.18798659e-01 5.78869083e-03 3.44775549e-01 5.01966977e-02
-3.22978224e-01 -1.60942315e-01]
[ -1.13744451e-01 -4.17410070e-01 1.69375477e-02 -1.26855157e-01
5.31268738e-01 -1.16868956e-01 4.36038026e-01 -7.98426711e-02
-9.43011178e-03 1.54802097e-01]
[ -2.43118668e-01 -2.43172651e-01 7.60525595e-02 1.09565243e-02
7.44836019e-01 1.21818087e-01 2.60490634e-01 4.99296526e-02
-4.37679589e-02 -7.39828131e-02]
[ -1.29653842e-01 -8.75067438e-02 2.83947070e-01 -1.44547547e-01
3.56196637e-01 -7.85094490e-02 4.63101389e-01 1.69785813e-02
-1.79469824e-01 7.09278531e-02]
[ -8.34019341e-02 -9.02662987e-02 -1.59305373e-01 -3.88417640e-02
2.94470390e-01 -2.51169421e-01 3.95247486e-02 1.71927848e-01
3.76625996e-02 -5.45957297e-02]
[ 1.09560957e-01 2.20072173e-01 1.62471712e-01 -9.59048231e-02
-5.89963942e-02 5.26116364e-02 -1.27553289e-01 2.84733490e-01
6.98378319e-02 1.65905866e-01]
[ 3.15909956e-01 2.23415514e-01 -9.94619867e-02 2.71798115e-01
-8.04267111e-01 -2.71583771e-01 -3.73653191e-01 1.77333619e-01
3.44823870e-01 -9.30149085e-02]
[ 5.48392021e-02 1.65129046e-01 2.55966731e-01 2.62326135e-01
-9.11661992e-02 -1.98470568e-01 -1.95639968e-01 -1.31904322e-01
-1.30998251e-01 -2.74217154e-01]
[ 3.85532904e-02 -9.78611875e-03 -1.10541324e-01 -3.21737691e-02
1.87983417e-01 3.47952800e-02 -4.90474550e-02 -1.83222554e-01
5.17004370e-02 2.30734640e-01]
[ -9.66927855e-03 -7.87611645e-02 -7.09303007e-02 -6.54370136e-02
3.39559734e-02 -1.69175478e-01 1.16358484e-01 9.65959963e-03
2.66517675e-02 -5.30665887e-03]
[ 1.09665875e-02 1.56636959e-02 2.36938583e-01 4.84479264e-02
-1.45438990e-01 -1.23701930e-01 1.69859270e-01 3.94738705e-02
-2.06059009e-01 8.64138093e-02]
[ 4.43944650e-02 -4.23777601e-02 9.57022295e-02 -3.14842056e-02
-1.15260397e-01 8.44259374e-02 1.45449380e-01 -2.71766839e-01
-4.70278466e-02 -1.26378055e-01]
[ -3.18911856e-02 2.78369915e-02 7.53406021e-02 -5.93424326e-02
6.03072214e-02 1.92514884e-01 1.58707631e-01 1.17521276e-01
-4.35259780e-02 1.49166532e-01]
[ 2.17636781e-01 4.77719757e-02 2.76916623e-02 7.74885974e-02
7.07765906e-02 -1.95204234e-02 -1.42829794e-01 1.48079552e-01
-5.71311769e-02 -2.11671840e-02]
[ 1.13368063e-03 -1.25240384e-01 -2.64226027e-03 -1.86127615e-02
-2.23150285e-01 -1.01729380e-01 -9.43929812e-02 3.95605047e-02
7.54553615e-02 1.38582388e-01]
[ -5.08962806e-02 3.82662418e-01 7.44790647e-02 2.81657312e-01
-7.09462429e-01 -2.63209554e-01 -4.56651640e-01 -7.67361903e-02
1.78935354e-01 2.09340899e-01]
[ 1.08406236e-01 3.92074061e-01 2.58756488e-02 3.13378173e-01
-5.22816229e-01 -4.50563091e-02 -2.93117703e-01 1.47972199e-01
1.15606485e-01 3.99053474e-01]
[ 2.34129665e-01 2.29783528e-01 2.31435434e-01 9.91267032e-02
-2.60880317e-01 9.77024785e-02 -1.30996087e-01 1.61937607e-01
2.03090632e-01 3.38683782e-02]
[ -8.71897299e-02 1.79629209e-01 2.34730670e-01 -6.04105061e-03
3.21163718e-02 1.39118296e-01 -5.54867738e-02 -1.55023003e-02
-5.08193355e-02 2.99975716e-02]
[ -1.01167418e-01 -1.75904144e-02 2.30267206e-02 8.50766838e-02
-2.76461206e-02 1.19439543e-01 2.69931164e-01 2.03035073e-02
-2.81131946e-01 -1.00433072e-01]
[ -2.02479603e-01 2.76026063e-02 -8.48894055e-02 -3.20559964e-01
1.04424470e-01 1.11667078e-01 5.15744435e-02 1.04313144e-01
-1.89808974e-01 5.66898460e-02]
[ 5.00950724e-02 -2.56586126e-01 -1.07714158e-01 -1.04941394e-01
1.91809464e-01 6.38487335e-03 5.28793678e-02 1.54483257e-01
-1.20859010e-01 -1.59161047e-01]
[ 1.56932622e-01 -1.16032782e-01 -1.34408750e-01 6.25453175e-03
1.25101741e-01 -6.50675455e-02 -5.28246202e-02 -1.47643385e-01
1.38871377e-01 -8.91322929e-02]
[ -1.22537106e-01 1.69623079e-01 2.55293597e-01 -3.16062927e-02
1.78432016e-01 9.28750176e-02 -2.39780907e-02 -2.98461031e-01
-1.30128401e-01 -6.30264589e-02]
[ -3.53230687e-01 1.15370970e-01 9.28352903e-03 -3.09081958e-02
1.20558848e-01 -1.67514774e-01 -5.91940467e-02 2.35521610e-01
-9.78229125e-02 8.28715313e-02]
[ 1.46601924e-01 1.23865077e-01 -2.41504020e-01 -9.98295554e-02
1.08523685e-01 -2.88364013e-01 -1.25859472e-04 -1.67842108e-01
-9.83400480e-03 -1.91414555e-01]
[ 2.07468197e-01 -1.37239381e-01 5.89163940e-02 -2.80191870e-02
4.46584838e-02 -2.78012067e-02 -2.15793767e-02 -1.36620050e-01
1.05698646e-01 -1.81667486e-01]
[ -1.04226641e-01 -1.27192102e-02 1.20192759e-01 1.09878134e-01
6.79095758e-04 -1.10775145e-01 2.28054502e-01 -7.66775282e-02
1.84942295e-01 -1.45208166e-03]
[ 2.92505038e-02 -8.82053070e-02 2.19684564e-01 -2.08561528e-01
4.44401342e-02 1.02732816e-01 -3.03678155e-02 -1.12182148e-01
4.30023397e-02 2.70200134e-01]]
[[ 0.41870337]
[ 1.12691748]
[ 0.21038006]
[ 0.6059775 ]
[-1.99307209]
[-0.23686711]
[-1.26874407]
[-0.00344718]
[ 0.46328572]
[ 0.66572878]]
Progress: 11.8% ... Training loss: 0.382 ... Validation loss: 0.628[[ 1.60183150e-01 2.83977625e-01 -1.14732653e-01 1.08422782e-01
-5.97909712e-01 -6.81930569e-02 -1.16512057e-01 1.25501641e-01
-8.71173079e-02 2.13201926e-01]
[ 1.81142152e-02 1.80130165e-01 -1.85713764e-02 4.28623960e-02
8.62667288e-02 -6.98674181e-03 2.89268038e-01 4.13756001e-02
1.41165005e-01 -2.45620946e-02]
[ 2.09588982e-01 4.32318589e-01 3.87478389e-02 1.48583229e-01
-1.86873129e-02 -7.35997722e-02 -5.53330348e-01 -3.21801564e-02
1.24644501e-01 3.92004485e-01]
[ -4.23611672e-02 -3.55238498e-01 -2.51193524e-01 -1.65087366e-02
1.08264909e-01 1.77954873e-01 1.93456053e-01 5.56200288e-02
-2.27166257e-03 4.31448546e-02]
[ -4.30835961e-03 2.06933676e-01 -1.48771250e-01 4.15015816e-02
1.23972927e-01 -1.78581310e-01 6.10967814e-03 -1.20120891e-01
-1.97210904e-01 4.09760464e-02]
[ -3.45920707e-01 -2.71949180e-01 -2.85865568e-01 1.44110420e-01
1.37397810e-01 5.12759354e-02 -1.86304186e-02 -3.47570116e-02
-8.32559878e-03 3.56731974e-02]
[ -4.57807053e-03 -1.31707984e-01 9.36207356e-03 9.82092766e-02
-7.48783649e-02 -7.14937377e-02 1.63840953e-01 -1.88491204e-01
1.81281846e-01 4.21478455e-02]
[ 1.12814792e-01 -1.96401425e-01 3.10028404e-02 -7.03742282e-02
1.77404622e-01 -4.16328256e-02 3.11460782e-02 1.23631158e-01
6.42276743e-02 -1.34712112e-02]
[ -1.48794160e-01 -4.39099192e-03 -2.96906013e-01 9.28369798e-03
-1.27276321e-01 5.95980740e-02 -2.94659358e-01 -2.64351171e-02
2.82259593e-01 -8.69524182e-02]
[ 5.57470910e-02 -1.99331683e-01 8.44285985e-02 1.69494392e-02
1.67922551e-01 -9.91583237e-02 1.19987822e-02 -9.68755159e-02
-1.54551752e-02 1.41211466e-01]
[ -7.88869777e-02 1.16032055e-01 -1.93298590e-03 -1.61166441e-01
2.13684584e-02 2.76119320e-02 6.95917552e-02 -1.01361586e-01
-2.50570852e-02 -1.25001662e-01]
[ -7.09741987e-02 7.20101615e-02 -5.29602823e-02 4.03205303e-02
1.94737641e-01 8.29375338e-02 -1.08790075e-01 -1.39523321e-02
-1.28492829e-01 -1.49231121e-01]
[ -1.55520737e-01 7.45530492e-03 6.26819126e-02 2.38920587e-02
-1.77609532e-01 -2.20536702e-01 -1.82181929e-01 -1.96914816e-01
8.88692226e-02 1.76555084e-01]
[ -2.04703958e-01 -1.04491737e-01 1.24406442e-01 2.82323214e-01
-1.68909735e-01 -8.76167728e-02 -1.59297987e-01 -2.54672553e-01
-1.97941064e-01 2.34136400e-02]
[ 1.14419637e-01 -4.06240791e-02 -1.94597774e-02 1.10506083e-01
-4.22294416e-03 -8.00771198e-02 1.03311154e-01 4.44911192e-03
2.57391581e-02 1.84216314e-02]
[ 3.02509662e-02 -4.29466472e-02 -2.14094677e-01 1.36783583e-01
-3.77562929e-02 9.29286344e-02 -7.90359468e-02 -1.99656750e-02
-1.04105824e-01 -1.25410292e-02]
[ -1.31760737e-01 -6.43835429e-02 -2.08687771e-01 1.42805989e-01
2.16929312e-03 1.39960132e-01 2.69320970e-02 -2.50215663e-01
5.58153982e-02 -2.14843391e-01]
[ -6.49897281e-02 -1.46602084e-02 2.78961865e-01 1.07463477e-01
8.80433466e-02 -6.52304355e-02 -1.52023316e-01 1.21312050e-01
7.51247472e-02 4.33291111e-02]
[ 4.21221891e-02 -2.29027248e-02 8.25739475e-02 7.66272975e-02
1.20356013e-01 -1.47203441e-02 2.76485358e-01 1.20324538e-01
-4.80612182e-02 -7.58982484e-02]
[ -5.50994223e-03 -1.77398895e-01 -2.96219193e-01 -6.54823550e-02
2.95624712e-01 -8.40292181e-02 2.03519157e-01 1.64419982e-01
9.31299807e-02 -4.61761261e-02]
[ 5.15852884e-02 2.14877615e-02 -1.19674842e-01 4.06961580e-02
-8.28486630e-02 3.26802158e-01 2.42625400e-01 2.05920779e-01
-1.68581891e-01 -5.38985129e-02]
[ 2.64312802e-02 3.60633064e-02 1.31562991e-01 1.36494857e-01
-1.08765229e-01 9.61478569e-02 -2.43094267e-01 -3.95231768e-02
2.30013612e-01 1.16910339e-01]
[ 1.02074311e-01 6.80558580e-02 -5.23462095e-02 -1.13024254e-01
-8.76805435e-02 -3.26679157e-01 1.15831348e-01 8.52709868e-03
1.34735560e-01 8.12601988e-02]
[ -9.79202290e-02 2.26938183e-02 -1.52518705e-02 2.28996979e-02
9.61826769e-03 -2.02509089e-01 -9.30803317e-02 -1.94744460e-02
1.43610344e-02 1.29729177e-01]
[ -1.28530541e-01 -1.15320595e-02 -1.90072008e-01 1.77107192e-02
-3.15800748e-01 -1.20173512e-02 -6.43885788e-02 -2.24087868e-02
2.01375854e-02 8.73197319e-02]
[ 7.95877082e-03 4.60380376e-02 -5.60414975e-02 -7.39949077e-02
3.59190781e-01 2.56840066e-01 4.16365978e-01 1.14820295e-01
-1.40230539e-01 -3.12702570e-01]
[ 2.74403518e-02 -2.24638930e-01 -8.21722916e-03 -1.12105615e-02
4.67206088e-01 7.89860160e-02 3.58761992e-01 9.35191392e-02
7.56110965e-02 -3.10462551e-01]
[ 4.66857815e-02 -2.95477744e-01 -2.56398492e-02 -5.75874094e-02
5.19511871e-01 5.87101611e-03 3.45383612e-01 5.01979648e-02
-3.23149330e-01 -1.61198632e-01]
[ -1.14286449e-01 -4.18891641e-01 1.66541681e-02 -1.27693139e-01
5.33839265e-01 -1.16560826e-01 4.37774718e-01 -7.98379494e-02
-1.00608101e-02 1.53947324e-01]
[ -2.43379177e-01 -2.43908839e-01 7.59256885e-02 1.05837070e-02
7.46038573e-01 1.21969227e-01 2.61310855e-01 4.99316826e-02
-4.40516919e-02 -7.44180522e-02]
[ -1.30176069e-01 -8.88501124e-02 2.83688283e-01 -1.45313617e-01
3.58672956e-01 -7.82199916e-02 4.64645975e-01 1.69829398e-02
-1.80043505e-01 7.00947629e-02]
[ -8.38047357e-02 -9.13430654e-02 -1.59496353e-01 -3.94788022e-02
2.96458756e-01 -2.50930099e-01 4.08167113e-02 1.71931323e-01
3.71982826e-02 -5.52395913e-02]
[ 1.09773252e-01 2.20670151e-01 1.62571743e-01 -9.55879497e-02
-5.99382937e-02 5.24984945e-02 -1.28129364e-01 2.84731996e-01
7.00868039e-02 1.66187694e-01]
[ 3.16489079e-01 2.24939384e-01 -9.91985934e-02 2.72746029e-01
-8.06109611e-01 -2.71932016e-01 -3.75527863e-01 1.77328535e-01
3.45555095e-01 -9.20048756e-02]
[ 5.53132253e-02 1.66408695e-01 2.56211208e-01 2.62997996e-01
-9.34354467e-02 -1.98729422e-01 -1.97077860e-01 -1.31908057e-01
-1.30471019e-01 -2.73483911e-01]
[ 3.87232100e-02 -9.44090074e-03 -1.10458009e-01 -3.19067245e-02
1.87214637e-01 3.47021193e-02 -4.94538981e-02 -1.83223948e-01
5.18853609e-02 2.31026827e-01]
[ -1.01351369e-02 -7.99862732e-02 -7.11620266e-02 -6.60994103e-02
3.61497441e-02 -1.68942916e-01 1.17722860e-01 9.66325743e-03
2.61460184e-02 -5.98257337e-03]
[ 1.10330532e-02 1.58669577e-02 2.36969134e-01 4.85497665e-02
-1.45773320e-01 -1.23747642e-01 1.69697667e-01 3.94732269e-02
-2.05982976e-01 8.64728899e-02]
[ 4.43570788e-02 -4.24780915e-02 9.56842742e-02 -3.15355772e-02
-1.15057104e-01 8.44484359e-02 1.45572940e-01 -2.71766539e-01
-4.70490145e-02 -1.26423097e-01]
[ -3.19808082e-02 2.76663091e-02 7.52838416e-02 -5.95034756e-02
6.08747065e-02 1.92563732e-01 1.58991927e-01 1.17522241e-01
-4.36654561e-02 1.49009048e-01]
[ 2.17431933e-01 4.72189001e-02 2.75682488e-02 7.71420532e-02
7.19354457e-02 -1.93891055e-02 -1.42209767e-01 1.48081557e-01
-5.74012640e-02 -2.15183981e-02]
[ 1.30506001e-03 -1.24773750e-01 -2.56305881e-03 -1.83638797e-02
-2.23974565e-01 -1.01815954e-01 -9.48459340e-02 3.95590928e-02
7.56202631e-02 1.38831456e-01]
[ -5.00220944e-02 3.84622537e-01 7.49492382e-02 2.82979987e-01
-7.12776699e-01 -2.63690846e-01 -4.58678895e-01 -7.67439088e-02
1.79954368e-01 2.10647111e-01]
[ 1.08955481e-01 3.93096516e-01 2.61528835e-02 3.14075949e-01
-5.24887197e-01 -4.53463998e-02 -2.93955605e-01 1.47967741e-01
1.16157655e-01 3.99668196e-01]
[ 2.34503224e-01 2.30606547e-01 2.31614832e-01 9.96897159e-02
-2.62726742e-01 9.74842176e-02 -1.31996116e-01 1.61934303e-01
2.03535053e-01 3.44643980e-02]
[ -8.65249000e-02 1.81424026e-01 2.35080142e-01 -5.01778407e-03
2.89172584e-02 1.38719541e-01 -5.75018429e-02 -1.55081560e-02
-5.00483329e-02 3.10370581e-02]
[ -1.01265074e-01 -1.78423249e-02 2.29807521e-02 8.49532671e-02
-2.71539187e-02 1.19491318e-01 2.70309122e-01 2.03042345e-02
-2.81232724e-01 -1.00597349e-01]
[ -2.02694190e-01 2.70362710e-02 -8.49843746e-02 -3.20836563e-01
1.05247308e-01 1.11779526e-01 5.21680893e-02 1.04314812e-01
-1.90017163e-01 5.63765456e-02]
[ 4.95496232e-02 -2.57980980e-01 -1.07982777e-01 -1.05742981e-01
1.94365157e-01 6.69169359e-03 5.45253585e-02 1.54487682e-01
-1.21460979e-01 -1.60023300e-01]
[ 1.56282550e-01 -1.17930685e-01 -1.34705484e-01 5.29552512e-03
1.28202543e-01 -6.46775130e-02 -5.05877513e-02 -1.47637793e-01
1.38132146e-01 -9.02322414e-02]
[ -1.22748501e-01 1.68868605e-01 2.55192390e-01 -3.18735225e-02
1.79305383e-01 9.29627139e-02 -2.28901844e-02 -2.98459828e-01
-1.30310793e-01 -6.34799670e-02]
[ -3.51997925e-01 1.18168335e-01 9.88178004e-03 -2.90794490e-02
1.16198094e-01 -1.68236219e-01 -6.23136647e-02 2.35511326e-01
-9.64342318e-02 8.46918566e-02]
[ 1.46429109e-01 1.23469636e-01 -2.41602296e-01 -1.00158545e-01
1.09588024e-01 -2.88253828e-01 4.37953789e-04 -1.67840249e-01
-1.00965568e-02 -1.91711917e-01]
[ 2.07216008e-01 -1.38015615e-01 5.88048511e-02 -2.83776828e-02
4.60814747e-02 -2.76725726e-02 -2.05054983e-02 -1.36618467e-01
1.05485713e-01 -1.82055085e-01]
[ -1.04925487e-01 -1.44709647e-02 1.19835702e-01 1.08867821e-01
3.88826459e-03 -1.10372081e-01 2.30167040e-01 -7.66715737e-02
1.84190801e-01 -2.53225341e-03]
[ 2.98507075e-02 -8.70903014e-02 2.19987659e-01 -2.07616929e-01
4.19186229e-02 1.02389751e-01 -3.17772277e-02 -1.12187428e-01
4.36917317e-02 2.71080386e-01]]
[[ 0.41739564]
[ 1.13021367]
[ 0.21050989]
[ 0.60728895]
[-2.00187642]
[-0.23631416]
[-1.27353536]
[-0.00234094]
[ 0.46349985]
[ 0.66706591]]
Progress: 11.8% ... Training loss: 0.380 ... Validation loss: 0.627[[ 0.15961357 0.28190121 -0.11503332 0.10737359 -0.59457695 -0.06787235
-0.11437969 0.12550523 -0.08770934 0.21182051]
[ 0.0178135 0.17932512 -0.01872427 0.04241971 0.08768602 -0.00681309
0.29016608 0.04137731 0.14086776 -0.02496406]
[ 0.20971164 0.43244881 0.03878176 0.14836452 -0.01864618 -0.07355003
-0.55329138 -0.03218032 0.12447838 0.39147901]
[-0.04124629 -0.35173664 -0.2505754 -0.01473344 0.10235563 0.17733595
0.19013513 0.05561353 -0.00107448 0.04481889]
[-0.00357602 0.20853671 -0.14845879 0.0424583 0.12092338 -0.17905683
0.003888 -0.12012496 -0.1964024 0.04159873]
[-0.34618312 -0.27284281 -0.28597411 0.14380681 0.13856563 0.05135881
-0.0177101 -0.03475567 -0.00849156 0.0353627 ]
[-0.005994 -0.13562391 0.00867656 0.09606555 -0.06798749 -0.07065502
0.16802881 -0.18848332 0.17970221 0.03983306]
[ 0.11316194 -0.19597664 0.03115739 -0.06997453 0.17564548 -0.04185051
0.03068525 0.1236293 0.06461188 -0.01327196]
[-0.14987126 -0.00721743 -0.2974142 0.00768314 -0.12232572 0.06020688
-0.29124569 -0.02642899 0.2811653 -0.08865006]
[ 0.05372279 -0.20550035 0.08343925 0.01381213 0.17756817 -0.09804063
0.01882501 -0.09686392 -0.01752763 0.13772811]
[-0.07914905 0.11542951 -0.00205073 -0.16154093 0.02248895 0.02774593
0.07045057 -0.10136025 -0.02535052 -0.12550924]
[-0.07109611 0.07157015 -0.05300088 0.04018413 0.19522169 0.08299855
-0.10841411 -0.01395177 -0.12858263 -0.14936387]
[-0.15552074 0.0074553 0.06268191 0.02389206 -0.17760953 -0.2205367
-0.18218193 -0.19691482 0.08886922 0.17655508]
[-0.20499273 -0.1054574 0.1242492 0.28187965 -0.16740343 -0.08745814
-0.15835816 -0.25467082 -0.19822256 0.0229257 ]
[ 0.11463196 -0.04006506 -0.01932988 0.11088268 -0.00536906 -0.08023976
0.10273702 0.00444778 0.02603367 0.01883566]
[ 0.03002241 -0.04353789 -0.21419777 0.1364834 -0.03675483 0.09303886
-0.0783596 -0.01996452 -0.10432461 -0.01284391]
[-0.13207254 -0.06536493 -0.2088441 0.14233895 0.00375263 0.14014352
0.02789264 -0.25021401 0.05547044 -0.21536408]
[-0.06559546 -0.01604704 0.27868385 0.10657828 0.09081897 -0.06489657
-0.15029821 0.12131531 0.07447164 0.0423968 ]
[ 0.04143143 -0.02496842 0.08222651 0.07555637 0.12374645 -0.01430374
0.27858419 0.12032858 -0.0488447 -0.07706438]
[-0.00541268 -0.17731309 -0.29621207 -0.06544372 0.2951014 -0.08405075
0.20336752 0.16441982 0.09315045 -0.04619775]
[ 0.05202308 0.02225254 -0.11944298 0.04134085 -0.08500566 0.32651568
0.24154679 0.20591802 -0.16802617 -0.05335483]
[ 0.02626735 0.03574924 0.13150995 0.13623162 -0.10791497 0.09624188
-0.24229627 -0.0395222 0.22985209 0.1166051 ]
[ 0.10175203 0.06721343 -0.05249434 -0.11348668 -0.08615387 -0.32650091
0.11680125 0.0085289 0.1344276 0.08078559]
[-0.09851653 0.02111122 -0.01555109 0.02200556 0.01231827 -0.20217095
-0.09123419 -0.019471 0.01372596 0.12877854]
[-0.12847806 -0.01142296 -0.19004609 0.0177893 -0.31605827 -0.01204712
-0.06453789 -0.0224091 0.02019758 0.08740041]
[ 0.00762368 0.04509225 -0.05620879 -0.07449081 0.36069137 0.25703463
0.41735784 0.11482222 -0.14060412 -0.3132509 ]
[ 0.0271775 -0.22536775 -0.00835678 -0.01162116 0.46844794 0.07913946
0.3595505 0.09352072 0.07529894 -0.31089802]
[ 0.04579739 -0.29804342 -0.0261028 -0.05894844 0.52366327 0.00636743
0.34825853 0.05020317 -0.32414605 -0.16264191]
[-0.11469644 -0.41997861 0.01646118 -0.12826119 0.5356748 -0.11634241
0.43904955 -0.07983582 -0.01044579 0.15337422]
[-0.24359409 -0.24446612 0.07581955 0.01027777 0.74691193 0.12208633
0.26194511 0.04993284 -0.04426536 -0.07476084]
[-0.13035127 -0.08933701 0.28360877 -0.14554934 0.35943596 -0.07813229
0.46512973 0.01698374 -0.18021652 0.06984239]
[-0.08408648 -0.09201508 -0.15963316 -0.03989188 0.29773604 -0.2507694
0.04168025 0.17193289 0.03689419 -0.05567624]
[ 0.10966633 0.22036399 0.16252137 -0.09573308 -0.05953668 0.05253344
-0.12779711 0.28473272 0.0700165 0.16605463]
[ 0.31662292 0.22539365 -0.09911755 0.27294125 -0.80669456 -0.27201797
-0.375731 0.17732779 0.34570436 -0.0917714 ]
[ 0.05540571 0.16664664 0.25625952 0.26312223 -0.09378686 -0.19877918
-0.19732598 -0.13190855 -0.1303811 -0.27333579]
[ 0.03834943 -0.01044511 -0.11065354 -0.03247162 0.1890365 0.03492361
-0.04832392 -0.18322177 0.05149306 0.23047456]
[-0.01027362 -0.08035065 -0.07122281 -0.06629826 0.03679649 -0.16887025
0.11813318 0.00966398 0.02599311 -0.00619759]
[ 0.01102728 0.01589063 0.23695957 0.04850169 -0.14569183 -0.12374785
0.16974277 0.0394733 -0.20594571 0.08638484]
[ 0.04402417 -0.04343101 0.09551563 -0.03207688 -0.11321879 0.08466047
0.14658494 -0.27176453 -0.04744943 -0.12700802]
[-0.03213287 0.0272969 0.07521728 -0.05971659 0.06165037 0.19264331
0.15943342 0.11752295 -0.04383273 0.14878958]
[ 0.21774066 0.0479114 0.02770138 0.07755115 0.0706644 -0.01953731
-0.14296405 0.14807999 -0.05712564 -0.02106958]
[ 0.00180809 -0.12340234 -0.00231722 -0.01761378 -0.22640445 -0.10210563
-0.09641181 0.03955617 0.0761958 0.13952701]
[-0.0498955 0.38492213 0.07501199 0.2831485 -0.71335952 -0.2637586
-0.45902866 -0.07674446 0.18009451 0.21084629]
[ 0.10922843 0.39352223 0.02632153 0.31452775 -0.52626612 -0.04554631
-0.29461169 0.14796582 0.11653128 0.39994343]
[ 0.23458027 0.23080323 0.23166071 0.09982211 -0.26319871 0.09743183
-0.13226332 0.16193378 0.20364419 0.03460007]
[-0.08601703 0.1825871 0.23534364 -0.00426821 0.02640209 0.13844096
-0.05895821 -0.01551106 -0.04946753 0.03179937]
[-0.1010216 -0.01714622 0.02311472 0.08532979 -0.02839596 0.11935184
0.26954484 0.02030281 -0.2809537 -0.10023003]
[-0.20313416 0.02585836 -0.08521192 -0.32150378 0.1074239 0.11203957
0.05351478 0.10431738 -0.1905162 0.05572707]
[ 0.04899341 -0.25953474 -0.10824931 -0.10657974 0.19705823 0.00700719
0.05622199 0.15449087 -0.12208657 -0.16093844]
[ 0.15615756 -0.11839027 -0.13477508 0.00510731 0.12872392 -0.06460007
-0.05014385 -0.14763721 0.13802061 -0.09048862]
[-0.12256801 0.16892781 0.25532874 -0.03160117 0.17841632 0.09282419
-0.02330192 -0.29846135 -0.13003923 -0.06330593]
[-0.35192919 0.11819909 0.00992659 -0.02897771 0.11588952 -0.16831007
-0.06223156 0.23551115 -0.09629905 0.08468399]
[ 0.14572101 0.12148621 -0.24192383 -0.10121325 0.11274074 -0.28784426
0.00258325 -0.16783612 -0.01090102 -0.19283764]
[ 0.20615685 -0.14089025 0.05824281 -0.03005922 0.05150574 -0.02704686
-0.01730042 -0.13661211 0.10428449 -0.18376957]
[-0.1056623 -0.01645961 0.11947658 0.10781987 0.00730359 -0.1099586
0.23244707 -0.07666751 0.183473 -0.00359355]
[ 0.02982225 -0.0870852 0.21997111 -0.20766681 0.04185272 0.10238863
-0.03146089 -0.11218737 0.04366432 0.27094843]]
[[ 0.40585374]
[ 1.12129711]
[ 0.19881497]
[ 0.59589214]
[-2.01747026]
[-0.24603377]
[-1.28758519]
[-0.01202967]
[ 0.45058432]
[ 0.65621249]]
Progress: 11.9% ... Training loss: 0.382 ... Validation loss: 0.633[[ 1.61255322e-01 2.84836597e-01 -1.14128154e-01 1.09731451e-01
-6.00630533e-01 -6.88788050e-02 -1.17544720e-01 1.25452787e-01
-8.57825224e-02 2.14034683e-01]
[ 1.78134997e-02 1.79325120e-01 -1.87242709e-02 4.24197056e-02
8.76860188e-02 -6.81308876e-03 2.90166081e-01 4.13773136e-02
1.40867755e-01 -2.49640592e-02]
[ 2.10455514e-01 4.33732586e-01 3.92663717e-02 1.49382251e-01
-2.14446845e-02 -7.40399027e-02 -5.54581557e-01 -3.22072101e-02
1.25406654e-01 3.92478821e-01]
[ -4.52490600e-02 -3.60820629e-01 -2.52587949e-01 -2.03858574e-02
1.18973129e-01 1.79703442e-01 2.00621305e-01 5.57324382e-02
-5.46129929e-03 3.90034743e-02]
[ -1.05545042e-03 2.13985024e-01 -1.47238935e-01 4.60087628e-02
1.10146093e-01 -1.80414559e-01 -2.31166061e-03 -1.20194547e-01
-1.93686546e-01 4.49948183e-02]
[ -3.45822392e-01 -2.72363657e-01 -2.85804105e-01 1.44349516e-01
1.37241387e-01 5.11503347e-02 -1.84967436e-02 -3.47662702e-02
-8.09873833e-03 3.57745263e-02]
[ -5.50835148e-03 -1.34783352e-01 8.95831735e-03 9.67714246e-02
-6.97668332e-02 -7.09704207e-02 1.66601991e-01 -1.88498226e-01
1.80315017e-01 4.05655331e-02]
[ 1.13028059e-01 -1.96250457e-01 3.11505891e-02 -7.00339782e-02
1.75616768e-01 -4.18578147e-02 3.10502111e-02 1.23628747e-01
6.45630229e-02 -1.34944416e-02]
[ -1.48392976e-01 -4.43475284e-03 -2.96687078e-01 9.70509403e-03
-1.27803274e-01 5.94178364e-02 -2.93746548e-01 -2.64732451e-02
2.82784774e-01 -8.68159199e-02]
[ 5.68282845e-02 -1.98743703e-01 8.50516760e-02 1.83860996e-02
1.64326286e-01 -9.99192782e-02 1.12646878e-02 -9.69611744e-02
-1.39875939e-02 1.42073978e-01]
[ -8.00055544e-02 1.12871148e-01 -2.46917026e-03 -1.62804699e-01
2.66760568e-02 2.82532378e-02 7.32074300e-02 -1.01335259e-01
-2.62475162e-02 -1.26906943e-01]
[ -7.11543305e-02 7.12004504e-02 -5.30227864e-02 4.00850170e-02
1.95666610e-01 8.30496721e-02 -1.07960000e-01 -1.39498200e-02
-1.28649418e-01 -1.49556068e-01]
[ -1.55520737e-01 7.45530492e-03 6.26819126e-02 2.38920587e-02
-1.77609532e-01 -2.20536702e-01 -1.82181929e-01 -1.96914816e-01
8.88692226e-02 1.76555084e-01]
[ -2.04888033e-01 -1.05384213e-01 1.24305487e-01 2.82047432e-01
-1.67858968e-01 -8.75290868e-02 -1.58572739e-01 -2.54674068e-01
-1.98105755e-01 2.30488688e-02]
[ 1.15036819e-01 -3.92125118e-02 -1.91301011e-02 1.11498154e-01
-7.09293756e-03 -8.04817171e-02 1.01702730e-01 4.43519206e-03
2.64940487e-02 1.94062708e-02]
[ 3.04416781e-02 -4.24189019e-02 -2.13996378e-01 1.37125454e-01
-3.87648374e-02 9.27767650e-02 -7.97839053e-02 -1.99771117e-02
-1.03847660e-01 -1.21724460e-02]
[ -1.31345915e-01 -6.37732325e-02 -2.08461538e-01 1.43374082e-01
6.97332840e-04 1.39716792e-01 2.56510971e-02 -2.50234943e-01
5.63292051e-02 -2.14246219e-01]
[ -6.62808331e-02 -1.79074226e-02 2.78342999e-01 1.05553387e-01
9.42590188e-02 -6.44955536e-02 -1.48141473e-01 1.21336052e-01
7.37054727e-02 4.13317254e-02]
[ 4.13718266e-02 -2.52380910e-02 8.22157638e-02 7.55023979e-02
1.23898511e-01 -1.42824243e-02 2.78888810e-01 1.20328739e-01
-4.88867538e-02 -7.72162507e-02]
[ -5.48442996e-03 -1.77514672e-01 -2.96230273e-01 -6.55468769e-02
2.95439263e-01 -8.40340125e-02 2.03517149e-01 1.64421343e-01
9.30733657e-02 -4.63030570e-02]
[ 5.20983357e-02 2.25763735e-02 -1.19370441e-01 4.15652632e-02
-8.58339414e-02 3.26413640e-01 2.41206299e-01 2.05912635e-01
-1.67854985e-01 -5.31663908e-02]
[ 2.75485500e-02 3.80238312e-02 1.32145979e-01 1.37959849e-01
-1.12460391e-01 9.55375508e-02 -2.44196466e-01 -3.95605752e-02
2.31223088e-01 1.18096492e-01]
[ 1.01789323e-01 6.73197137e-02 -5.24764884e-02 -1.13422021e-01
-8.63761983e-02 -3.26488119e-01 1.16778173e-01 8.52742646e-03
1.34495101e-01 8.08309554e-02]
[ -9.85174323e-02 2.11091834e-02 -1.55514957e-02 2.20042459e-02
1.23222444e-02 -2.02170418e-01 -9.12315145e-02 -1.94709741e-02
1.37249477e-02 1.28777165e-01]
[ -1.28518868e-01 -1.16018444e-02 -1.90070227e-01 1.77059906e-02
-3.15761318e-01 -1.20116330e-02 -6.43224189e-02 -2.24072748e-02
2.01375647e-02 8.72716927e-02]
[ 7.45287814e-03 4.44296548e-02 -5.62887991e-02 -7.47257978e-02
3.61608806e-01 2.57133385e-01 4.18062530e-01 1.14826160e-01
-1.40781614e-01 -3.13549201e-01]
[ 2.70662121e-02 -2.25881755e-01 -8.40956916e-03 -1.17613724e-02
4.68979844e-01 7.91903460e-02 3.60005142e-01 9.35236674e-02
7.51961942e-02 -3.11126462e-01]
[ 4.50508736e-02 -3.00132070e-01 -2.64728392e-02 -6.00786572e-02
5.27352424e-01 6.81330876e-03 3.50640056e-01 5.02257275e-02
-3.24988338e-01 -1.63870815e-01]
[ -1.15382298e-01 -4.21778229e-01 1.61146634e-02 -1.29304065e-01
5.39053329e-01 -1.15913496e-01 4.41234218e-01 -7.98149719e-02
-1.12356247e-02 1.52279221e-01]
[ -2.43940166e-01 -2.45362814e-01 7.56520845e-02 9.78825265e-03
7.48497925e-01 1.22295582e-01 2.63037997e-01 4.99428625e-02
-4.46455212e-02 -7.52832879e-02]
[ -1.30510830e-01 -8.97311480e-02 2.83529726e-01 -1.45790533e-01
3.60241882e-01 -7.80328187e-02 4.65556744e-01 1.69885202e-02
-1.80400041e-01 6.95767034e-02]
[ -8.40674496e-02 -9.19814792e-02 -1.59621628e-01 -3.98574406e-02
2.97624535e-01 -2.50783660e-01 4.16183284e-02 1.71932198e-01
3.69199569e-02 -5.56392841e-02]
[ 1.09493907e-01 2.19909598e-01 1.62426215e-01 -9.59777763e-02
-5.86991444e-02 5.26372845e-02 -1.27239430e-01 2.84737687e-01
6.98485270e-02 1.65785997e-01]
[ 3.16899338e-01 2.26091742e-01 -9.89871961e-02 2.73341781e-01
-8.07970098e-01 -2.72174377e-01 -3.76556403e-01 1.77319908e-01
3.46000769e-01 -9.13850348e-02]
[ 5.54154763e-02 1.66696429e-01 2.56265168e-01 2.63139461e-01
-9.38735793e-02 -1.98799365e-01 -1.97413008e-01 -1.31909077e-01
-1.30371738e-01 -2.73314736e-01]
[ 3.85401771e-02 -9.87789712e-03 -1.10534686e-01 -3.21316379e-02
1.88062170e-01 3.47915019e-02 -4.89091773e-02 -1.83228857e-01
5.17482873e-02 2.30703442e-01]
[ -1.03668274e-02 -8.06034028e-02 -7.12685382e-02 -6.64358747e-02
3.72632223e-02 -1.68839452e-01 1.18417796e-01 9.66687626e-03
2.58888291e-02 -6.32314152e-03]
[ 1.11200777e-02 1.61670380e-02 2.37013673e-01 4.86612104e-02
-1.46227728e-01 -1.23813793e-01 1.69410411e-01 3.94700026e-02
-2.05827575e-01 8.65491516e-02]
[ 4.40230557e-02 -4.34008722e-02 9.55163118e-02 -3.20788349e-02
-1.13244709e-01 8.46619980e-02 1.46575861e-01 -2.71764356e-01
-4.74538468e-02 -1.27013529e-01]
[ -3.17513302e-02 2.83132770e-02 7.54027290e-02 -5.91487257e-02
5.98102593e-02 1.92410259e-01 1.58251281e-01 1.17512516e-01
-4.34020605e-02 1.49339100e-01]
[ 2.18262680e-01 4.93342738e-02 2.79673938e-02 7.82778743e-02
6.83211683e-02 -1.98439751e-02 -1.44792813e-01 1.48065545e-01
-5.65535790e-02 -2.01952542e-02]
[ 2.10652549e-03 -1.22676464e-01 -2.17518314e-03 -1.71870461e-02
-2.27518632e-01 -1.02280742e-01 -9.69469996e-02 3.95474834e-02
7.64970165e-02 1.39873312e-01]
[ -4.88217797e-02 3.86841697e-01 7.55317098e-02 2.84603188e-01
-7.17350938e-01 -2.64293573e-01 -4.61096796e-01 -7.67758641e-02
1.81247823e-01 2.12304329e-01]
[ 1.10386859e-01 3.95790449e-01 2.69218721e-02 3.16143289e-01
-5.31115393e-01 -4.62288875e-02 -2.97395704e-01 1.47930027e-01
1.17855020e-01 4.01546451e-01]
[ 2.35389682e-01 2.33161414e-01 2.32104105e-01 1.01181217e-01
-2.67632819e-01 9.68670066e-02 -1.34953268e-01 1.61906613e-01
2.04665957e-01 3.60145154e-02]
[ -8.59353110e-02 1.82804147e-01 2.35384645e-01 -4.14662800e-03
2.59800669e-02 1.38389005e-01 -5.91946145e-02 -1.55136461e-02
-4.93739693e-02 3.19119690e-02]
[ -1.00914998e-01 -1.68633320e-02 2.31662705e-02 8.54849781e-02
-2.89162116e-02 1.19287285e-01 2.69207970e-01 2.02997184e-02
-2.80840391e-01 -1.00066836e-01]
[ -2.03340358e-01 2.52423376e-02 -8.53076869e-02 -3.21809507e-01
1.08463728e-01 1.12170818e-01 5.42079790e-02 1.04323343e-01
-1.90750896e-01 5.53784767e-02]
[ 4.88565804e-02 -2.59893554e-01 -1.08315381e-01 -1.06778776e-01
1.97719843e-01 7.08903250e-03 5.66542138e-02 1.54494563e-01
-1.22237435e-01 -1.61154393e-01]
[ 1.56635241e-01 -1.17035223e-01 -1.34506326e-01 5.90952059e-03
1.26312043e-01 -6.49200664e-02 -5.16246512e-02 -1.47653324e-01
1.38620471e-01 -8.96641120e-02]
[ -1.22407149e-01 1.69444587e-01 2.55427300e-01 -3.13015832e-02
1.77303377e-01 9.26995343e-02 -2.38233442e-02 -2.98467787e-01
-1.29822593e-01 -6.30303741e-02]
[ -3.51546537e-01 1.18016627e-01 1.01218997e-02 -2.85934537e-02
1.15437077e-01 -1.68433057e-01 -6.16641003e-02 2.35498720e-01
-9.59274564e-02 8.49058624e-02]
[ 1.45992134e-01 1.21567347e-01 -2.41763139e-01 -1.00838474e-01
1.11730166e-01 -2.88005832e-01 2.13634994e-03 -1.67845405e-01
-1.05403847e-02 -1.92563251e-01]
[ 2.05877530e-01 -1.41583545e-01 5.81280870e-02 -3.03809212e-02
5.28807712e-02 -2.69306926e-02 -1.65169727e-02 -1.36605394e-01
1.04033847e-01 -1.84165593e-01]
[ -1.05587383e-01 -1.63604234e-02 1.19502175e-01 1.07890515e-01
7.02239681e-03 -1.10016180e-01 2.32193018e-01 -7.66696790e-02
1.83543795e-01 -3.52757136e-03]
[ 3.09251113e-02 -8.44329989e-02 2.20508994e-01 -2.06065495e-01
3.71368770e-02 1.01739034e-01 -3.44579774e-02 -1.12217963e-01
4.48716932e-02 2.72438103e-01]]
[[ 0.42062552]
[ 1.141596 ]
[ 0.21185106]
[ 0.61281625]
[-2.01469249]
[-0.23805388]
[-1.28441406]
[-0.00245413]
[ 0.46534012]
[ 0.6734816 ]]
Progress: 11.9% ... Training loss: 0.378 ... Validation loss: 0.620[[ 0.16071048 0.28346386 -0.11433827 0.1089135 -0.59708474 -0.06857575
-0.1161284 0.12545559 -0.08634379 0.2132765 ]
[ 0.01781758 0.17935324 -0.01872144 0.04243579 0.08768191 -0.00682768
0.29020897 0.04137726 0.14086325 -0.02495819]
[ 0.20903418 0.43085632 0.03864828 0.14725459 -0.01485637 -0.07326822
-0.55146024 -0.03219902 0.12379577 0.39060645]
[-0.04122641 -0.35153159 -0.25063416 -0.01456639 0.10096861 0.17761399
0.18989593 0.05570972 -0.00100044 0.04485712]
[-0.00130607 0.21381942 -0.147429 0.0455457 0.11074813 -0.18043177
-0.00092629 -0.12019379 -0.19395083 0.0447774 ]
[-0.3458799 -0.27247016 -0.2858182 0.14429897 0.13776538 0.05113254
-0.01829472 -0.0347663 -0.00812097 0.03570202]
[-0.0050705 -0.1339743 0.00917543 0.09733403 -0.07085158 -0.0711713
0.16576726 -0.18850065 0.18079271 0.04117857]
[ 0.11286621 -0.19651335 0.03112932 -0.07018653 0.17600375 -0.04185539
0.03127239 0.12362904 0.06440255 -0.01352958]
[-0.14908456 -0.00629507 -0.29703795 0.00865393 -0.1246545 0.05980845
-0.29164809 -0.02646899 0.28203609 -0.0879342 ]
[ 0.05472489 -0.20421921 0.08402553 0.01525962 0.17411975 -0.0988244
0.01757781 -0.09694918 -0.01629968 0.13888816]
[-0.07879001 0.11606469 -0.0018289 -0.1609966 0.02177906 0.02756445
0.06940834 -0.10134272 -0.02486838 -0.1249227 ]
[-0.07073957 0.07206174 -0.05280603 0.04071174 0.19374514 0.08281795
-0.1087861 -0.01395226 -0.12817016 -0.14896739]
[-0.15552074 0.0074553 0.06268191 0.02389206 -0.17760953 -0.2205367
-0.18218193 -0.19691482 0.08886922 0.17655508]
[-0.20506691 -0.10583449 0.12421656 0.28179065 -0.16678409 -0.08743417
-0.15802707 -0.25467308 -0.19830081 0.02276715]
[ 0.11491572 -0.03942622 -0.01918014 0.11134863 -0.00640044 -0.0804643
0.10215578 0.00443562 0.02637822 0.01920776]
[ 0.03084102 -0.04173268 -0.21381183 0.13769196 -0.04054734 0.09257492
-0.08072601 -0.01997942 -0.10340675 -0.0116195 ]
[-0.13101628 -0.06293517 -0.2083031 0.14385874 -0.00084458 0.13953005
0.02470511 -0.25023678 0.05670106 -0.21372252]
[-0.06614727 -0.01763545 0.27842059 0.10573613 0.09395198 -0.06455811
-0.1484717 0.12133521 0.07384809 0.0416038 ]
[ 0.04131084 -0.02528909 0.08221708 0.0753762 0.12498945 -0.01423756
0.27890357 0.12032898 -0.04894924 -0.07729382]
[-0.00524637 -0.17676855 -0.29607847 -0.06510635 0.29366681 -0.0842267
0.20263484 0.16441957 0.09337691 -0.04582858]
[ 0.05179736 0.02173956 -0.11952119 0.04109261 -0.08438592 0.32658309
0.242154 0.20591436 -0.16820806 -0.053663 ]
[ 0.02664498 0.03574426 0.13169949 0.13662483 -0.10831582 0.09603275
-0.24148766 -0.03955526 0.23025211 0.11671444]
[ 0.10192516 0.06775863 -0.05241422 -0.11322438 -0.08701776 -0.32655901
0.11645457 0.00852674 0.13464358 0.08105755]
[-0.09886987 0.02000518 -0.01573692 0.02144732 0.01398187 -0.20197252
-0.09014466 -0.0194688 0.01331173 0.1281838 ]
[-0.12831045 -0.01106844 -0.18995369 0.01803935 -0.31685138 -0.0121423
-0.0649671 -0.02240862 0.0203871 0.08763882]
[ 0.00733153 0.04398895 -0.05637021 -0.07492271 0.36228353 0.25720767
0.41863955 0.11482691 -0.1409313 -0.31380956]
[ 0.02677183 -0.22684946 -0.00856839 -0.01221617 0.47060522 0.07935865
0.36107295 0.0935255 0.07486082 -0.31167199]
[ 0.04501783 -0.30037367 -0.02649343 -0.06014824 0.5275114 0.00683715
0.35089412 0.050226 -0.32503993 -0.16394899]
[-0.1154252 -0.42187557 0.01609449 -0.12936665 0.53924195 -0.11589207
0.44136842 -0.07981472 -0.01127256 0.15221136]
[-0.24425428 -0.24624662 0.07548901 0.00930453 0.74975648 0.12247713
0.26404415 0.04994471 -0.04501562 -0.07580418]
[-0.13119647 -0.09142595 0.28318738 -0.14681365 0.36347946 -0.07765289
0.46754413 0.01699247 -0.18115663 0.06861161]
[-0.08423158 -0.09236539 -0.15970489 -0.04008941 0.29839485 -0.25069649
0.04210102 0.17193316 0.03674882 -0.05590223]
[ 0.10957077 0.22014285 0.16246459 -0.09585415 -0.05911345 0.05258884
-0.12750513 0.28473721 0.06994376 0.16592493]
[ 0.31773973 0.22825929 -0.09854596 0.27460615 -0.81131592 -0.27264767
-0.37908963 0.17731478 0.3469252 -0.08999595]
[ 0.05550426 0.16685891 0.25630223 0.26326301 -0.09426197 -0.19884349
-0.19772702 -0.13190953 -0.13027079 -0.27318251]
[ 0.03804272 -0.01120169 -0.11079281 -0.03287569 0.19032334 0.03506343
-0.04754454 -0.18322593 0.05122173 0.22999597]
[-0.01039132 -0.08066232 -0.07128033 -0.06647159 0.03739336 -0.16882616
0.11849569 0.00966702 0.02585826 -0.00635989]
[ 0.01091844 0.0155197 0.23692558 0.04836577 -0.14524385 -0.12370506
0.17006309 0.03947118 -0.2060515 0.08623638]
[ 0.04386363 -0.04383356 0.09544569 -0.03230876 -0.11245858 0.08475296
0.14707013 -0.27176343 -0.04762088 -0.12726746]
[-0.03183325 0.02836957 0.07538633 -0.05921343 0.06001939 0.19244398
0.1585275 0.11751287 -0.0434753 0.14924773]
[ 0.21785201 0.04827359 0.02775421 0.0776477 0.07027353 -0.01961151
-0.14382766 0.14806802 -0.05704813 -0.02083137]
[ 0.00263091 -0.12122566 -0.00191233 -0.01642269 -0.22997391 -0.10256903
-0.0983495 0.03954434 0.0770586 0.14065645]
[-0.04805734 0.3888609 0.07591126 0.28565264 -0.72030281 -0.2647409
-0.46334152 -0.07678042 0.18208922 0.21345369]
[ 0.11037398 0.39574133 0.02691515 0.31612468 -0.53104417 -0.04621926
-0.29735919 0.1479301 0.11784229 0.40152671]
[ 0.23595525 0.23471992 0.23242239 0.10211652 -0.27073008 0.09650273
-0.13664879 0.16190287 0.20535317 0.0369372 ]
[-0.08576488 0.18328385 0.2354901 -0.00387808 0.02512849 0.13828083
-0.05979257 -0.01551474 -0.0491637 0.03221981]
[-0.10048621 -0.0157139 0.02338778 0.086145 -0.03096816 0.11902974
0.267984 0.02029715 -0.28035592 -0.0993599 ]
[-0.20348562 0.02485779 -0.0853788 -0.32202146 0.10915951 0.1122529
0.05464658 0.10432419 -0.19091195 0.05514812]
[ 0.04811315 -0.26192449 -0.10868309 -0.10790642 0.20124737 0.00751556
0.05880447 0.15449903 -0.12303562 -0.16230814]
[ 0.15658237 -0.11710461 -0.13450015 0.00587921 0.12624003 -0.06489334
-0.05144303 -0.14765323 0.13864197 -0.0898324 ]
[-0.12174697 0.171454 0.25577287 -0.03032331 0.17405154 0.09230751
-0.02561158 -0.29847166 -0.12912073 -0.06197994]
[-0.35199687 0.11671704 0.00989868 -0.02931804 0.11762362 -0.16817248
-0.06048331 0.23550132 -0.0964404 0.08419516]
[ 0.14590123 0.12120441 -0.24179151 -0.10093512 0.11256108 -0.28797486
0.00242259 -0.16784493 -0.01062994 -0.19270156]
[ 0.206107 -0.14127774 0.058223 -0.03010098 0.05235448 -0.02703949
-0.01696772 -0.13660678 0.10427052 -0.18388439]
[-0.10561503 -0.01659479 0.11951257 0.10788721 0.00733546 -0.11002594
0.23232948 -0.0766697 0.1835496 -0.00349949]
[ 0.03018413 -0.08620259 0.22013441 -0.20716053 0.0406315 0.10210569
-0.03231618 -0.11221376 0.04405466 0.27148278]]
[[ 0.41792611]
[ 1.1383559 ]
[ 0.20701914]
[ 0.61139566]
[-2.02072202]
[-0.23843267]
[-1.28483855]
[-0.00436591]
[ 0.46414695]
[ 0.66870372]]
Progress: 12.0% ... Training loss: 0.376 ... Validation loss: 0.623[[ 1.60708120e-01 2.83626300e-01 -1.14288597e-01 1.08997590e-01
-5.95722161e-01 -6.86226630e-02 -1.15390453e-01 1.25452962e-01
-8.61883575e-02 2.13259635e-01]
[ 1.78175791e-02 1.79353235e-01 -1.87214395e-02 4.24357865e-02
8.76819106e-02 -6.82767514e-03 2.90208971e-01 4.13772638e-02
1.40863247e-01 -2.49581860e-02]
[ 2.11079815e-01 4.36802498e-01 3.97677187e-02 1.50481933e-01
-2.55122747e-02 -7.45638896e-02 -5.56481070e-01 -3.22233647e-02
1.26199131e-01 3.93647568e-01]
[ -4.08040173e-02 -3.50877997e-01 -2.50468803e-01 -1.40875193e-02
9.92284276e-02 1.77392180e-01 1.88777930e-01 5.57067911e-02
-6.44666048e-04 4.53611321e-02]
[ -1.77955418e-03 2.12316182e-01 -1.47663931e-01 4.46817848e-02
1.13637916e-01 -1.80078160e-01 8.00250414e-04 -1.20187460e-01
-1.94507488e-01 4.37655165e-02]
[ -3.46261943e-01 -2.73657188e-01 -2.85999501e-01 1.43762971e-01
1.39482830e-01 5.13431464e-02 -1.69673391e-02 -3.47625783e-02
-8.50606748e-03 3.51021655e-02]
[ -3.95316171e-03 -1.31083116e-01 9.72376877e-03 9.89109200e-02
-7.46798411e-02 -7.17724158e-02 1.62586684e-01 -1.88512745e-01
1.82017374e-01 4.28430381e-02]
[ 1.13885760e-01 -1.93545863e-01 3.17137030e-02 -6.84478983e-02
1.70679727e-01 -4.25599525e-02 2.88516380e-02 1.23615597e-01
6.56900812e-02 -1.18988016e-02]
[ -1.49224057e-01 -6.91373436e-03 -2.97116185e-01 8.39883377e-03
-1.23932212e-01 5.99185657e-02 -2.91006731e-01 -2.64672414e-02
2.81875851e-01 -8.82382057e-02]
[ 5.68120766e-02 -1.98405868e-01 8.51341307e-02 1.84477587e-02
1.65050216e-01 -1.00056892e-01 1.21540775e-02 -9.69737591e-02
-1.38347452e-02 1.41930262e-01]
[ -7.94133899e-02 1.13906612e-01 -2.14001367e-03 -1.61929018e-01
2.48576421e-02 2.79030923e-02 7.16267676e-02 -1.01336628e-01
-2.55392297e-02 -1.25820065e-01]
[ -7.05880290e-02 7.24594705e-02 -5.27303346e-02 4.09804474e-02
1.93023550e-01 8.27268396e-02 -1.09213387e-01 -1.39538393e-02
-1.27997390e-01 -1.48720731e-01]
[ -1.55520737e-01 7.45530492e-03 6.26819126e-02 2.38920587e-02
-1.77609532e-01 -2.20536702e-01 -1.82181929e-01 -1.96914816e-01
8.88692226e-02 1.76555084e-01]
[ -2.05130454e-01 -1.06024268e-01 1.24191392e-01 2.81719021e-01
-1.66545238e-01 -8.74121675e-02 -1.57848683e-01 -2.54672640e-01
-1.98337732e-01 2.27146304e-02]
[ 1.14964167e-01 -3.94997216e-02 -1.91658393e-02 1.11411525e-01
-6.53488862e-03 -8.04871952e-02 1.02185727e-01 4.43518456e-03
2.64189772e-02 1.92256166e-02]
[ 3.02627996e-02 -4.32331170e-02 -2.14093738e-01 1.36851215e-01
-3.78839038e-02 9.28975577e-02 -7.90251198e-02 -1.99734887e-02
-1.04038702e-01 -1.25463580e-02]
[ -1.30550934e-01 -6.17409715e-02 -2.08084291e-01 1.44469378e-01
-1.79876804e-03 1.39308595e-01 2.32822372e-02 -2.50241477e-01
5.71839330e-02 -2.12970939e-01]
[ -6.56761959e-02 -1.64661294e-02 2.78667630e-01 1.06410016e-01
9.19263336e-02 -6.48104418e-02 -1.49550496e-01 1.21330041e-01
7.43920253e-02 4.21926459e-02]
[ 4.16312357e-02 -2.43968138e-02 8.23752534e-02 7.58678371e-02
1.23467592e-01 -1.44362852e-02 2.77871002e-01 1.20325328e-01
-4.85948579e-02 -7.67342926e-02]
[ -5.42219472e-03 -1.77195872e-01 -2.96169652e-01 -6.53656138e-02
2.94330619e-01 -8.41370665e-02 2.03391580e-01 1.64421397e-01
9.31502038e-02 -4.61079319e-02]
[ 5.21266958e-02 2.24715070e-02 -1.19323979e-01 4.16778814e-02
-8.61785013e-02 3.26342580e-01 2.41166107e-01 2.05909794e-01
-1.67759667e-01 -5.30973910e-02]
[ 2.71337319e-02 3.73666273e-02 1.31993585e-01 1.37483741e-01
-1.10670651e-01 9.56953940e-02 -2.42455624e-01 -3.95620265e-02
2.30946065e-01 1.17476047e-01]
[ 1.02149636e-01 6.82961624e-02 -5.23052952e-02 -1.12899587e-01
-8.80821686e-02 -3.26669265e-01 1.15817923e-01 8.52441118e-03
1.34886122e-01 8.13654262e-02]
[ -9.87344895e-02 2.02577334e-02 -1.56750149e-02 2.16076751e-02
1.33211381e-02 -2.02044107e-01 -9.05015963e-02 -1.94700236e-02
1.34287252e-02 1.28360841e-01]
[ -1.28360717e-01 -1.12246055e-02 -1.89982700e-01 1.79670375e-02
-3.16621329e-01 -1.21064074e-02 -6.47819744e-02 -2.24080314e-02
2.03257098e-02 8.75590095e-02]
[ 6.46368856e-03 4.16054918e-02 -5.68116671e-02 -7.62444786e-02
3.66504867e-01 2.57707613e-01 4.21297230e-01 1.14836041e-01
-1.41919563e-01 -3.15185753e-01]
[ 2.65257961e-02 -2.27516019e-01 -8.68768898e-03 -1.25776486e-02
4.71735586e-01 7.94969631e-02 3.61814212e-01 9.35278458e-02
7.45880663e-02 -3.12067600e-01]
[ 4.46328416e-02 -3.01517392e-01 -2.67002460e-02 -6.07229425e-02
5.29354280e-01 7.06129595e-03 3.52152152e-01 5.02300595e-02
-3.25462082e-01 -1.64597356e-01]
[ -1.16396490e-01 -4.24558591e-01 1.56056906e-02 -1.30833443e-01
5.43856168e-01 -1.15343956e-01 4.44466281e-01 -7.98044147e-02
-1.23441968e-02 1.50775380e-01]
[ -2.44167377e-01 -2.46038352e-01 7.55274707e-02 9.44226938e-03
7.49431862e-01 1.22423583e-01 2.63796976e-01 4.99437905e-02
-4.49114550e-02 -7.56639449e-02]
[ -1.31510836e-01 -9.22272210e-02 2.83029290e-01 -1.47273899e-01
3.65006575e-01 -7.74722323e-02 4.68475846e-01 1.69957917e-02
-1.81510567e-01 6.81367601e-02]
[ -8.49666559e-02 -9.43073103e-02 -1.60055809e-01 -4.12025873e-02
3.01989310e-01 -2.50276998e-01 4.44092059e-02 1.71941093e-01
3.59509068e-02 -5.70873061e-02]
[ 1.09771512e-01 2.20452086e-01 1.62570298e-01 -9.55589260e-02
-6.03119490e-02 5.24728368e-02 -1.28061604e-01 2.84734930e-01
7.01477506e-02 1.66240554e-01]
[ 3.18834658e-01 2.31255331e-01 -9.80053180e-02 2.76171049e-01
-8.15292386e-01 -2.73241750e-01 -3.82485698e-01 1.77303258e-01
3.48116770e-01 -8.82703302e-02]
[ 5.55838381e-02 1.67072999e-01 2.56341329e-01 2.63377424e-01
-9.46279831e-02 -1.98889532e-01 -1.97973828e-01 -1.31910360e-01
-1.30185634e-01 -2.73054100e-01]
[ 3.81479936e-02 -1.08983366e-02 -1.10739449e-01 -3.27199362e-02
1.89782591e-01 3.50011302e-02 -4.78367024e-02 -1.83227083e-01
5.13391366e-02 2.30054518e-01]
[ -1.02920240e-02 -8.03773115e-02 -7.12301792e-02 -6.63158962e-02
3.68837737e-02 -1.68881848e-01 1.18190066e-01 9.66594792e-03
2.59740129e-02 -6.18879525e-03]
[ 1.08547358e-02 1.56631809e-02 2.36902312e-01 4.83292823e-02
-1.44898221e-01 -1.23695604e-01 1.70234332e-01 3.94714572e-02
-2.06123939e-01 8.61765373e-02]
[ 4.41821494e-02 -4.29647146e-02 9.56229092e-02 -3.17489339e-02
-1.14188874e-01 8.45399771e-02 1.46054119e-01 -2.71767438e-01
-4.71966906e-02 -1.26766988e-01]
[ -3.17019533e-02 2.88554867e-02 7.54609730e-02 -5.89937070e-02
5.93547371e-02 1.92358297e-01 1.58029848e-01 1.17511241e-01
-4.33085102e-02 1.49481590e-01]
[ 2.17810404e-01 4.82004806e-02 2.77275548e-02 7.75942937e-02
7.04364222e-02 -1.95992652e-02 -1.43769434e-01 1.48068281e-01
-5.70916464e-02 -2.08363788e-02]
[ 3.08357953e-03 -1.19977202e-01 -1.68399021e-03 -1.57110059e-02
-2.32272423e-01 -1.02838774e-01 -9.95749406e-02 3.95393241e-02
7.75609890e-02 1.41301603e-01]
[ -4.68531943e-02 3.91603803e-01 7.65346037e-02 2.87378072e-01
-7.25547429e-01 -2.65417195e-01 -4.66009336e-01 -7.67937212e-02
1.83476726e-01 2.15174819e-01]
[ 1.10558615e-01 3.96193481e-01 2.70050977e-02 3.16396617e-01
-5.32015217e-01 -4.63074663e-02 -2.97875663e-01 1.47928171e-01
1.18043296e-01 4.01784042e-01]
[ 2.36772302e-01 2.36972048e-01 2.32853730e-01 1.03407434e-01
-2.74735364e-01 9.60181519e-02 -1.39179930e-01 1.61893828e-01
2.06309521e-01 3.82930734e-02]
[ -8.53014458e-02 1.84501048e-01 2.35714949e-01 -3.20129590e-03
2.29198545e-02 1.38018768e-01 -6.11415980e-02 -1.55195374e-02
-4.86502220e-02 3.29195560e-02]
[ -1.00392129e-01 -1.54441595e-02 2.34395462e-02 8.62948303e-02
-3.14714424e-02 1.18970672e-01 2.67681624e-01 2.02960611e-02
-2.80241811e-01 -9.92069792e-02]
[ -2.03541784e-01 2.46938657e-02 -8.53986841e-02 -3.22078234e-01
1.09350914e-01 1.12278215e-01 5.48237599e-02 1.04324657e-01
-1.90961178e-01 5.50668055e-02]
[ 4.80770090e-02 -2.62011331e-01 -1.08703602e-01 -1.07966989e-01
2.01446757e-01 7.53919925e-03 5.89207362e-02 1.54499450e-01
-1.23080767e-01 -1.62360514e-01]
[ 1.57384568e-01 -1.14775476e-01 -1.34098193e-01 7.15956319e-03
1.22244067e-01 -6.53881761e-02 -5.37862986e-02 -1.47662512e-01
1.39585274e-01 -8.85443011e-02]
[ -1.21572265e-01 1.71686247e-01 2.55858876e-01 -3.00946634e-02
1.73412660e-01 9.22095830e-02 -2.59543984e-02 -2.98473319e-01
-1.28934195e-01 -6.17256109e-02]
[ -3.52059027e-01 1.16511205e-01 9.84853330e-03 -2.95217670e-02
1.18723363e-01 -1.68105819e-01 -6.01711439e-02 2.35501851e-01
-9.65849622e-02 8.40588234e-02]
[ 1.46411235e-01 1.22394163e-01 -2.41534735e-01 -1.00153283e-01
1.10580882e-01 -2.88260813e-01 1.01936342e-03 -1.67850589e-01
-1.00368050e-02 -1.91822304e-01]
[ 2.07091536e-01 -1.38810422e-01 5.87539998e-02 -2.86973812e-02
4.81081347e-02 -2.76020054e-02 -1.92795498e-02 -1.36617892e-01
1.05376786e-01 -1.82467521e-01]
[ -1.06060167e-01 -1.76983512e-02 1.19308056e-01 1.07291321e-01
9.37461385e-03 -1.09785849e-01 2.33595567e-01 -7.66652530e-02
1.83148744e-01 -4.13196380e-03]
[ 2.98353244e-02 -8.70586757e-02 2.19986516e-01 -2.07530911e-01
4.16414428e-02 1.02255228e-01 -3.11258763e-02 -1.12211090e-01
4.37376931e-02 2.70804439e-01]]
[[ 0.43190915]
[ 1.15131038]
[ 0.21840322]
[ 0.62433173]
[-2.01888414]
[-0.23151437]
[-1.2835797 ]
[ 0.00352597]
[ 0.47804116]
[ 0.68112671]]
Progress: 12.1% ... Training loss: 0.379 ... Validation loss: 0.617[[ 0.15995019 0.28144696 -0.11461887 0.10786606 -0.59092204 -0.06809925
-0.11286717 0.12544682 -0.08697727 0.21198373]
[ 0.01748081 0.17847848 -0.01889449 0.04195201 0.0892998 -0.00665732
0.29122711 0.04137452 0.14050503 -0.02550745]
[ 0.21129705 0.43703041 0.03982367 0.15061458 -0.02619832 -0.07453979
-0.55695513 -0.03222243 0.12635913 0.39416507]
[-0.04090201 -0.34984518 -0.25051456 -0.0141565 0.09865263 0.17730393
0.18856384 0.05570464 -0.00085825 0.04533945]
[-0.00161301 0.21154032 -0.14757553 0.04467556 0.11297344 -0.18000163
0.00086242 -0.12018559 -0.19424783 0.04399639]
[-0.34676285 -0.27504156 -0.28622946 0.14308666 0.14193327 0.0516134
-0.01535574 -0.03476654 -0.00900404 0.03423495]
[-0.00591439 -0.13645867 0.00875904 0.09602295 -0.06558333 -0.07069653
0.16839254 -0.18852816 0.17991462 0.03975738]
[ 0.11481425 -0.19131257 0.03222517 -0.06700756 0.16693301 -0.04300564
0.02641966 0.12362355 0.06678901 -0.01025411]
[-0.15078238 -0.01103472 -0.29792111 0.00610266 -0.11655881 0.06072433
-0.28645413 -0.02648007 0.28009885 -0.09072896]
[ 0.05482174 -0.20365207 0.08416967 0.01562954 0.17466411 -0.09896377
0.01785629 -0.09698946 -0.01593408 0.13900715]
[-0.080009 0.11194534 -0.00240778 -0.162742 0.02801667 0.02823099
0.07385877 -0.10134074 -0.02612025 -0.1268302 ]
[-0.07109405 0.07101933 -0.05298625 0.04019153 0.19542427 0.08301204
-0.10760951 -0.01395827 -0.12859584 -0.14958641]
[-0.15552074 0.0074553 0.06268191 0.02389206 -0.17760953 -0.2205367
-0.18218193 -0.19691482 0.08886922 0.17655508]
[-0.20523921 -0.10652568 0.12413087 0.28153965 -0.16566762 -0.08733518
-0.15738823 -0.25467363 -0.19844011 0.02242079]
[ 0.11456898 -0.0404236 -0.0193498 0.11088027 -0.00480725 -0.08028768
0.10328845 0.00443216 0.02600884 0.01863569]
[ 0.03020603 -0.04335168 -0.21410564 0.136805 -0.03779144 0.09292362
-0.07883296 -0.01997393 -0.10408834 -0.01260837]
[-0.13122377 -0.06347306 -0.20841546 0.14351147 0.00137606 0.13964591
0.02526428 -0.25024645 0.05645638 -0.21402389]
[-0.06647992 -0.01890703 0.2782817 0.10518198 0.09575051 -0.06432868
-0.14707047 0.12132351 0.07355397 0.04091124]
[ 0.04178016 -0.02420671 0.08247879 0.07612898 0.12267283 -0.01447885
0.27749014 0.12032704 -0.048391 -0.07640444]
[-0.00468034 -0.17553603 -0.29580656 -0.06430162 0.29128877 -0.08450031
0.20143138 0.16442675 0.09397486 -0.04510578]
[ 0.05155021 0.021152 -0.11963545 0.04080963 -0.08356842 0.32663501
0.24284598 0.205905 -0.16843198 -0.0539199 ]
[ 0.02699647 0.03722024 0.13196142 0.13736175 -0.10993888 0.09575766
-0.24215316 -0.03956252 0.23085371 0.11742609]
[ 0.10174421 0.06730193 -0.05250332 -0.11346633 -0.08625178 -0.32646148
0.11699958 0.00852127 0.13446482 0.08074641]
[-0.09927869 0.0187142 -0.01596284 0.02079494 0.01598346 -0.20176357
-0.0888933 -0.01947469 0.01277572 0.12746275]
[-0.12864282 -0.01200167 -0.19013449 0.01753428 -0.31514237 -0.01195904
-0.06389252 -0.0224103 0.01998512 0.0870978 ]
[ 0.00585604 0.03988077 -0.05710484 -0.07709623 0.36924917 0.25802481
0.42318838 0.1148313 -0.14257463 -0.31618308]
[ 0.02649266 -0.22769136 -0.00871027 -0.0126509 0.47201214 0.07952496
0.36196051 0.09352742 0.07454465 -0.31215065]
[ 0.04448407 -0.30184609 -0.02677687 -0.06094789 0.53006469 0.00714446
0.35257577 0.0502288 -0.32563446 -0.16483974]
[-0.11678561 -0.42551742 0.01541286 -0.13138403 0.54551941 -0.11513963
0.44558249 -0.07980743 -0.01275685 0.15019306]
[-0.24458885 -0.24712239 0.07530181 0.00879341 0.75141107 0.12265934
0.26506619 0.04994013 -0.04538314 -0.07637249]
[-0.13236731 -0.09454002 0.28257837 -0.14857695 0.36912229 -0.07701341
0.4709854 0.01698863 -0.1824833 0.06678942]
[-0.085309 -0.09514059 -0.16021881 -0.04171731 0.30364947 -0.25008457
0.04543639 0.17193816 0.03556904 -0.05765012]
[ 0.10977404 0.22049539 0.16255154 -0.09554906 -0.06024227 0.05246198
-0.1280897 0.284735 0.07014225 0.16630758]
[ 0.32008029 0.23474628 -0.09727429 0.27822882 -0.82090175 -0.27394051
-0.38618094 0.17731461 0.34961744 -0.08609578]
[ 0.05568733 0.16732008 0.25639227 0.2635269 -0.0950656 -0.19894025
-0.19827294 -0.13190958 -0.13007036 -0.27290889]
[ 0.03802136 -0.0112934 -0.11082198 -0.03295215 0.19059428 0.03508645
-0.04741644 -0.18322856 0.05116202 0.22984951]
[-0.01071262 -0.08145458 -0.07143511 -0.06697617 0.03893329 -0.16866286
0.11951908 0.00966234 0.02546082 -0.00690518]
[ 0.01098047 0.01612055 0.23695639 0.04855471 -0.14566659 -0.12379029
0.16973404 0.03947266 -0.20596216 0.08633561]
[ 0.04402633 -0.04334794 0.09554428 -0.03197861 -0.11346341 0.08462235
0.14652485 -0.27176857 -0.0473718 -0.12701561]
[-0.03185952 0.02855687 0.07537765 -0.05923669 0.06011976 0.19244654
0.15840495 0.11750994 -0.04349346 0.14929453]
[ 0.21779179 0.04813143 0.02771968 0.07757696 0.07050864 -0.01959258
-0.143705 0.14806819 -0.05710002 -0.02086578]
[ 0.00297557 -0.12026682 -0.00173832 -0.01586753 -0.23176581 -0.10278273
-0.09925522 0.03953843 0.07744087 0.1411338 ]
[-0.04647973 0.39194099 0.07671359 0.2879035 -0.72700744 -0.26555362
-0.46673376 -0.07679084 0.18390752 0.21572287]
[ 0.11082114 0.39655889 0.02714735 0.31673063 -0.53314551 -0.04640225
-0.29852193 0.14793036 0.11837089 0.40212758]
[ 0.23687814 0.23722941 0.23290911 0.1035613 -0.27520432 0.09596596
-0.13950759 0.16189464 0.20643155 0.03846584]
[-0.08588695 0.18302341 0.23542494 -0.00403253 0.02556564 0.13831773
-0.05952894 -0.01552412 -0.04927166 0.0320185 ]
[-0.10060237 -0.01598847 0.02333965 0.0859844 -0.03048767 0.11907969
0.26831673 0.02029446 -0.28047744 -0.09952526]
[-0.20388233 0.02373934 -0.0855602 -0.32254199 0.11080591 0.1124484
0.05582542 0.10432203 -0.19132275 0.05456187]
[ 0.04768834 -0.26295059 -0.10889784 -0.10853135 0.20326068 0.00774832
0.06006802 0.15449643 -0.12350492 -0.16296732]
[ 0.15541677 -0.11974405 -0.13509574 0.00426636 0.13133421 -0.06435838
-0.04832263 -0.14767901 0.13744211 -0.09162123]
[-0.12232458 0.16971006 0.25549136 -0.03117337 0.1768807 0.09260474
-0.02369975 -0.29847901 -0.12975304 -0.06290322]
[-0.35257236 0.11484406 0.00956737 -0.03031486 0.12127429 -0.16778339
-0.05826998 0.23549686 -0.0972132 0.08318867]
[ 0.14714043 0.12442318 -0.24110282 -0.09895218 0.10739941 -0.28862439
-0.00113672 -0.16784334 -0.00913172 -0.19050556]
[ 0.20692393 -0.13972222 0.0586803 -0.02900926 0.04911044 -0.02746775
-0.01852468 -0.13661916 0.10521602 -0.18278882]
[-0.10636826 -0.01858667 0.11915688 0.10686333 0.01119116 -0.10964247
0.23459371 -0.0766676 0.18281514 -0.00458869]
[ 0.02972331 -0.08732328 0.21993756 -0.20764725 0.04206859 0.1023
-0.0308042 -0.1122118 0.04363843 0.27059149]]
[[ 0.42153559]
[ 1.14054059]
[ 0.20441621]
[ 0.61110193]
[-2.03871072]
[-0.24674341]
[-1.3012843 ]
[-0.00771776]
[ 0.46460622]
[ 0.66727314]]
Progress: 12.1% ... Training loss: 0.375 ... Validation loss: 0.618[[ 1.59667733e-01 2.80925221e-01 -1.14678654e-01 1.07708885e-01
-5.89328573e-01 -6.80300301e-02 -1.11876920e-01 1.25447927e-01
-8.71717978e-02 2.11574412e-01]
[ 1.73553916e-02 1.78147328e-01 -1.89528805e-02 4.17667865e-02
8.95745828e-02 -6.58129811e-03 2.91636442e-01 4.13767532e-02
1.40369761e-01 -2.57024475e-02]
[ 2.11059884e-01 4.36406844e-01 3.97292875e-02 1.50272324e-01
-2.45111997e-02 -7.43593546e-02 -5.55234981e-01 -3.22197915e-02
1.26093002e-01 3.93488469e-01]
[ -4.16989338e-02 -3.51884945e-01 -2.50841578e-01 -1.52199826e-02
1.01182826e-01 1.77754235e-01 1.90737723e-01 5.57209406e-02
-1.77694016e-03 4.43860110e-02]
[ -4.78025595e-03 2.03792760e-01 -1.49206102e-01 3.99449534e-02
1.26894269e-01 -1.78058145e-01 1.03084148e-02 -1.20126628e-01
-1.97720424e-01 3.88810876e-02]
[ -3.46872775e-01 -2.75363251e-01 -2.86225430e-01 1.43123159e-01
1.42146942e-01 5.16116556e-02 -1.51957088e-02 -3.47667023e-02
-9.01164716e-03 3.42003497e-02]
[ -6.69134804e-03 -1.38573665e-01 8.38588146e-03 9.50180194e-02
-6.15248679e-02 -7.02858885e-02 1.71052867e-01 -1.88516468e-01
1.79076600e-01 3.85554889e-02]
[ 1.15162558e-01 -1.90364934e-01 3.24512590e-02 -6.63842506e-02
1.64888272e-01 -4.32502125e-02 2.57467471e-02 1.23615590e-01
6.72913694e-02 -9.73493700e-03]
[ -1.50449744e-01 -1.02169805e-02 -2.97743727e-01 6.58502957e-03
-1.17932058e-01 6.05387160e-02 -2.87366941e-01 -2.64864933e-02
2.80371511e-01 -9.02323354e-02]
[ 5.56803865e-02 -2.01409419e-01 8.46640890e-02 1.71563962e-02
1.70842662e-01 -9.95582098e-02 1.57403908e-02 -9.70105620e-02
-1.48957992e-02 1.40299807e-01]
[ -8.02501497e-02 1.11170650e-01 -2.48853547e-03 -1.63010774e-01
2.88750290e-02 2.83259107e-02 7.47482685e-02 -1.01337311e-01
-2.63373573e-02 -1.27111500e-01]
[ -7.19174856e-02 6.88800527e-02 -5.33655730e-02 3.90706972e-02
1.99241502e-01 8.34902657e-02 -1.05148488e-01 -1.39434601e-02
-1.29487613e-01 -1.50818472e-01]
[ -1.55520737e-01 7.45530492e-03 6.26819126e-02 2.38920587e-02
-1.77609532e-01 -2.20536702e-01 -1.82181929e-01 -1.96914816e-01
8.88692226e-02 1.76555084e-01]
[ -2.04947628e-01 -1.05869804e-01 1.24316898e-01 2.82120968e-01
-1.67319104e-01 -8.75639774e-02 -1.58400909e-01 -2.54681020e-01
-1.98026858e-01 2.29753395e-02]
[ 1.14485715e-01 -4.06763719e-02 -1.93862500e-02 1.10771821e-01
-4.44692357e-03 -8.02476776e-02 1.03587531e-01 4.43344935e-03
2.59343174e-02 1.85203985e-02]
[ 3.01869043e-02 -4.31601651e-02 -2.14089371e-01 1.36853358e-01
-3.76802091e-02 9.28953543e-02 -7.89238550e-02 -1.99745709e-02
-1.04079664e-01 -1.25552447e-02]
[ -1.31538048e-01 -6.44387108e-02 -2.08568632e-01 1.43064087e-01
2.91060661e-03 1.39818816e-01 2.63985820e-02 -2.50241517e-01
5.60977594e-02 -2.14543144e-01]
[ -6.70301169e-02 -2.03619713e-02 2.78006812e-01 1.04362439e-01
9.85119371e-02 -6.40012128e-02 -1.45334968e-01 1.21333876e-01
7.29440586e-02 4.00326136e-02]
[ 4.17754325e-02 -2.42251512e-02 8.24861082e-02 7.62414496e-02
1.22753342e-01 -1.44916101e-02 2.77548670e-01 1.20326067e-01
-4.83652569e-02 -7.63909707e-02]
[ -4.26703923e-03 -1.74644258e-01 -2.95595636e-01 -6.36966885e-02
2.89309091e-01 -8.47214730e-02 2.00380434e-01 1.64419081e-01
9.44595239e-02 -4.45436585e-02]
[ 5.15309712e-02 2.11204871e-02 -1.19626555e-01 4.08168655e-02
-8.32979222e-02 3.26613085e-01 2.43101679e-01 2.05905071e-01
-1.68427798e-01 -5.39222236e-02]
[ 2.70019641e-02 3.74188334e-02 1.31988962e-01 1.37417987e-01
-1.10245187e-01 9.57363189e-02 -2.42032198e-01 -3.95639175e-02
2.30828927e-01 1.17433583e-01]
[ 1.01712297e-01 6.71817566e-02 -5.25076279e-02 -1.13513491e-01
-8.60118881e-02 -3.26438576e-01 1.17103650e-01 8.52182061e-03
1.34431716e-01 8.06894903e-02]
[ -9.92117769e-02 1.88155576e-02 -1.59334463e-02 2.08864006e-02
1.56151367e-02 -2.01795154e-01 -8.90925171e-02 -1.94759856e-02
1.28315532e-02 1.27565501e-01]
[ -1.28603301e-01 -1.18686009e-02 -1.90117713e-01 1.75920622e-02
-3.15340859e-01 -1.19777754e-02 -6.40123031e-02 -2.24109938e-02
2.00231198e-02 8.71559894e-02]
[ 5.50172473e-03 3.89384292e-02 -5.72774194e-02 -7.76383512e-02
3.70957416e-01 2.58229128e-01 4.24292260e-01 1.14837895e-01
-1.42984609e-01 -3.16766488e-01]
[ 2.60288466e-02 -2.28989261e-01 -8.94649096e-03 -1.33559577e-02
4.74451322e-01 7.98128036e-02 3.63442100e-01 9.35364673e-02
7.40212897e-02 -3.12925253e-01]
[ 4.44107384e-02 -3.02067822e-01 -2.68130305e-02 -6.10554042e-02
5.30378035e-01 7.18766999e-03 3.52799867e-01 5.02301590e-02
-3.25715595e-01 -1.64957351e-01]
[ -1.17196385e-01 -4.26538411e-01 1.52092508e-02 -1.31996493e-01
5.47311669e-01 -1.14893704e-01 4.46837340e-01 -7.97998375e-02
-1.32173345e-02 1.49560586e-01]
[ -2.44836657e-01 -2.47845090e-01 7.52127861e-02 8.51833666e-03
7.52249691e-01 1.22771334e-01 2.65834157e-01 4.99431282e-02
-4.55919933e-02 -7.66818089e-02]
[ -1.32532409e-01 -9.50321193e-02 2.82506673e-01 -1.48805129e-01
3.69935380e-01 -7.69203717e-02 4.71601326e-01 1.69914869e-02
-1.82651627e-01 6.65371128e-02]
[ -8.53200369e-02 -9.51708365e-02 -1.60226544e-01 -4.17333480e-02
3.03702944e-01 -2.50077550e-01 4.54780648e-02 1.71938384e-01
3.55626951e-02 -5.76682961e-02]
[ 1.10469958e-01 2.22445107e-01 1.62915790e-01 -9.44651433e-02
-6.36565562e-02 5.20354414e-02 -1.30224504e-01 2.84721721e-01
7.08842418e-02 1.67446028e-01]
[ 3.20320803e-01 2.35281908e-01 -9.71343351e-02 2.78558447e-01
-8.21798483e-01 -2.74070971e-01 -3.86776787e-01 1.77310528e-01
3.49836932e-01 -8.57147394e-02]
[ 5.61560811e-02 1.68575944e-01 2.56641950e-01 2.64288526e-01
-9.74477874e-02 -1.99249213e-01 -1.99836859e-01 -1.31919205e-01
-1.29502069e-01 -2.72119159e-01]
[ 3.76651296e-02 -1.22479680e-02 -1.11001425e-01 -3.34981207e-02
1.92401543e-01 3.52999343e-02 -4.63321604e-02 -1.83221873e-01
5.07584279e-02 2.29299490e-01]
[ -1.06943682e-02 -8.15097378e-02 -7.14562965e-02 -6.69913489e-02
3.89629471e-02 -1.68657393e-01 1.19592820e-01 9.66283732e-03
2.54461457e-02 -6.91446190e-03]
[ 1.09821528e-02 1.61389585e-02 2.36971525e-01 4.85503120e-02
-1.45659500e-01 -1.23787076e-01 1.69743978e-01 3.94728266e-02
-2.05965820e-01 8.63492611e-02]
[ 4.37959115e-02 -4.39263951e-02 9.54384401e-02 -3.22867524e-02
-1.12362670e-01 8.47452850e-02 1.47224187e-01 -2.71765604e-01
-4.75992632e-02 -1.27404582e-01]
[ -3.21092154e-02 2.79056733e-02 7.52539391e-02 -5.96011216e-02
6.13390207e-02 1.92595136e-01 1.59132064e-01 1.17514609e-01
-4.37753770e-02 1.48929043e-01]
[ 2.17732562e-01 4.79877647e-02 2.76972292e-02 7.74935977e-02
7.07829012e-02 -1.95585194e-02 -1.43533333e-01 1.48069271e-01
-5.71711143e-02 -2.09638691e-02]
[ 3.07094790e-03 -1.20020535e-01 -1.69145865e-03 -1.57318808e-02
-2.32232004e-01 -1.02835042e-01 -9.94530382e-02 3.95365380e-02
7.75534544e-02 1.41222998e-01]
[ -4.63591936e-02 3.92012203e-01 7.67705200e-02 2.88092604e-01
-7.27371598e-01 -2.65621519e-01 -4.66751286e-01 -7.67938226e-02
1.84037470e-01 2.15840551e-01]
[ 1.10663170e-01 3.96197792e-01 2.70790202e-02 3.16574317e-01
-5.32386261e-01 -4.63183427e-02 -2.97996456e-01 1.47933102e-01
1.18204722e-01 4.01931547e-01]
[ 2.37582722e-01 2.39293481e-01 2.33292401e-01 1.04791603e-01
-2.78830490e-01 9.54731742e-02 -1.41786357e-01 1.61878910e-01
2.07329529e-01 3.96225526e-02]
[ -8.56035158e-02 1.83756493e-01 2.35557359e-01 -3.60954178e-03
2.42061852e-02 1.38150506e-01 -6.04020534e-02 -1.55294177e-02
-4.89481639e-02 3.24641706e-02]
[ -1.00548953e-01 -1.58362387e-02 2.33660575e-02 8.60669810e-02
-3.07193515e-02 1.19048575e-01 2.68149861e-01 2.02934157e-02
-2.80415486e-01 -9.94380376e-02]
[ -2.03926103e-01 2.36612739e-02 -8.55746219e-02 -3.22582097e-01
1.10944757e-01 1.12462819e-01 5.59160819e-02 1.04322449e-01
-1.91354536e-01 5.45208826e-02]
[ 4.76234158e-02 -2.63098183e-01 -1.08926000e-01 -1.08625553e-01
2.03561084e-01 7.78490308e-03 6.02590963e-02 1.54497598e-01
-1.23572410e-01 -1.63070615e-01]
[ 1.54899048e-01 -1.21408064e-01 -1.35368236e-01 3.44544557e-03
1.33919519e-01 -6.40208243e-02 -4.65577931e-02 -1.47668482e-01
1.36835995e-01 -9.25780945e-02]
[ -1.22517677e-01 1.69126839e-01 2.55391827e-01 -3.14644802e-02
1.77482071e-01 9.27205047e-02 -2.29686837e-02 -2.98475823e-01
-1.29979460e-01 -6.32101363e-02]
[ -3.52337166e-01 1.15304678e-01 9.70452869e-03 -2.99106661e-02
1.20104961e-01 -1.67930387e-01 -5.88696577e-02 2.35492107e-01
-9.69205049e-02 8.35251940e-02]
[ 1.46753647e-01 1.23312223e-01 -2.41264055e-01 -9.94589104e-02
1.09400513e-01 -2.88435275e-01 2.34312890e-04 -1.67838503e-01
-9.51643075e-03 -1.91099269e-01]
[ 2.07209076e-01 -1.38445460e-01 5.88737346e-02 -2.84586418e-02
4.79617505e-02 -2.77019057e-02 -1.94995582e-02 -1.36626673e-01
1.05561182e-01 -1.82216169e-01]
[ -1.06438226e-01 -1.87876832e-02 1.19159541e-01 1.06888225e-01
1.14752857e-02 -1.09616333e-01 2.34942267e-01 -7.66670033e-02
1.82742049e-01 -4.56569805e-03]
[ 3.01645961e-02 -8.61727730e-02 2.20171911e-01 -2.06870962e-01
3.97688486e-02 1.01991296e-01 -3.22105114e-02 -1.12221534e-01
4.42203000e-02 2.71296105e-01]]
[[ 0.42296021]
[ 1.14095414]
[ 0.20799233]
[ 0.61166049]
[-2.04238597]
[-0.24576559]
[-1.30365747]
[-0.00520054]
[ 0.46722755]
[ 0.66847324]]
Progress: 12.2% ... Training loss: 0.374 ... Validation loss: 0.616[[ 1.61318875e-01 2.85188998e-01 -1.13734886e-01 1.10233751e-01
-5.96690645e-01 -6.90727792e-02 -1.16530298e-01 1.25424579e-01
-8.51809668e-02 2.14206519e-01]
[ 1.75215332e-02 1.78494027e-01 -1.88691483e-02 4.19725764e-02
8.92747670e-02 -6.67928884e-03 2.91135243e-01 4.13747460e-02
1.40521336e-01 -2.54374201e-02]
[ 2.11501981e-01 4.37996688e-01 4.01354134e-02 1.50963510e-01
-2.63080254e-02 -7.47290371e-02 -5.56351875e-01 -3.22273231e-02
1.26666812e-01 3.94113411e-01]
[ -3.97617543e-02 -3.46576020e-01 -2.49896510e-01 -1.22872937e-02
9.24801939e-02 1.76533968e-01 1.84299935e-01 5.56958146e-02
4.29452454e-04 4.78273278e-02]
[ -3.68477875e-03 2.05788694e-01 -1.48690068e-01 4.14482563e-02
1.21577761e-01 -1.78629269e-01 8.09396308e-03 -1.20141027e-01
-1.96428243e-01 4.01313996e-02]
[ -3.46931164e-01 -2.76010271e-01 -2.86296751e-01 1.42969907e-01
1.43024389e-01 5.16708102e-02 -1.46167855e-02 -3.47661877e-02
-9.09124468e-03 3.39797124e-02]
[ -6.49291041e-03 -1.38029759e-01 8.52339614e-03 9.52624685e-02
-6.18493829e-02 -7.04252187e-02 1.70268925e-01 -1.88518631e-01
1.79242103e-01 3.90848552e-02]
[ 1.16298255e-01 -1.87344863e-01 3.31435256e-02 -6.45742745e-02
1.58756609e-01 -4.40192897e-02 2.27079268e-02 1.23598423e-01
6.87367983e-02 -8.04606551e-03]
[ -1.50732383e-01 -1.09371731e-02 -2.97878253e-01 6.13129505e-03
-1.16705770e-01 6.06997235e-02 -2.86290341e-01 -2.64827714e-02
2.80090591e-01 -9.07085757e-02]
[ 5.60599479e-02 -2.00789040e-01 8.50265165e-02 1.77897989e-02
1.68544678e-01 -9.98861711e-02 1.52521783e-02 -9.70179575e-02
-1.41907973e-02 1.40879052e-01]
[ -8.02261846e-02 1.11395728e-01 -2.49044278e-03 -1.63033616e-01
2.97661093e-02 2.83134692e-02 7.47648428e-02 -1.01337464e-01
-2.64570279e-02 -1.27099965e-01]
[ -7.13279058e-02 7.02313589e-02 -5.31021595e-02 3.99075737e-02
1.96295963e-01 8.31424233e-02 -1.06844088e-01 -1.39510043e-02
-1.28822531e-01 -1.49887891e-01]
[ -1.55520737e-01 7.45530492e-03 6.26819126e-02 2.38920587e-02
-1.77609532e-01 -2.20536702e-01 -1.82181929e-01 -1.96914816e-01
8.88692226e-02 1.76555084e-01]
[ -2.05223114e-01 -1.06895614e-01 1.24160817e-01 2.81613483e-01
-1.65804191e-01 -8.73524917e-02 -1.57285305e-01 -2.54677400e-01
-1.98390354e-01 2.24229642e-02]
[ 1.14629018e-01 -4.04239462e-02 -1.93464956e-02 1.11027015e-01
-4.91549574e-03 -8.03579484e-02 1.03270172e-01 4.43131905e-03
2.61176585e-02 1.87783596e-02]
[ 3.04346793e-02 -4.26211691e-02 -2.13956560e-01 1.37216271e-01
-3.86336507e-02 9.27491914e-02 -7.97086729e-02 -1.99779005e-02
-1.03768197e-01 -1.21897230e-02]
[ -1.30936252e-01 -6.29307605e-02 -2.08267938e-01 1.43910167e-01
1.77880090e-04 1.39473845e-01 2.46217947e-02 -2.50248386e-01
5.67558835e-02 -2.13588051e-01]
[ -6.71947396e-02 -2.06552622e-02 2.77964855e-01 1.04114524e-01
9.96714085e-02 -6.39321816e-02 -1.44986580e-01 1.21335660e-01
7.27098919e-02 3.99855863e-02]
[ 4.14198673e-02 -2.51781679e-02 8.23053652e-02 7.57069687e-02
1.24511314e-01 -1.42836166e-02 2.78584705e-01 1.20330641e-01
-4.87748346e-02 -7.69715439e-02]
[ -4.43107145e-03 -1.75298278e-01 -2.95683258e-01 -6.40062643e-02
2.90207987e-01 -8.45964718e-02 2.01151758e-01 1.64421081e-01
9.42486484e-02 -4.48569219e-02]
[ 5.18917285e-02 2.22214140e-02 -1.19362252e-01 4.15125325e-02
-8.55564754e-02 3.26334712e-01 2.41818979e-01 2.05899321e-01
-1.67880901e-01 -5.32367746e-02]
[ 2.79860977e-02 4.00429450e-02 1.32530263e-01 1.38880363e-01
-1.15124700e-01 9.51006985e-02 -2.44411126e-01 -3.95776893e-02
2.31979967e-01 1.18798802e-01]
[ 1.01275448e-01 6.61655294e-02 -5.27196761e-02 -1.14169129e-01
-8.40100124e-02 -3.26203212e-01 1.18376888e-01 8.52722649e-03
1.33972475e-01 7.99940957e-02]
[ -9.90704144e-02 1.91454740e-02 -1.58658618e-02 2.10926277e-02
1.49080931e-02 -2.01867739e-01 -8.95317988e-02 -1.94776726e-02
1.29925803e-02 1.27782128e-01]
[ -1.28692767e-01 -1.20838001e-02 -1.90161776e-01 1.74661364e-02
-3.15026582e-01 -1.19269129e-02 -6.37442558e-02 -2.24099310e-02
1.99389942e-02 8.70201124e-02]
[ 5.22376233e-03 3.82218752e-02 -5.74089470e-02 -7.80539909e-02
3.72370748e-01 2.58396460e-01 4.25192066e-01 1.14841401e-01
-1.43274271e-01 -3.17227444e-01]
[ 2.51962481e-02 -2.31144606e-01 -9.35751750e-03 -1.45742919e-02
4.78305494e-01 8.03059790e-02 3.65963298e-01 9.35467364e-02
7.31266341e-02 -3.14238554e-01]
[ 4.41779269e-02 -3.02722005e-01 -2.69306106e-02 -6.14087059e-02
5.31429758e-01 7.32609255e-03 3.53542148e-01 5.02331322e-02
-3.25986896e-01 -1.65333906e-01]
[ -1.17405297e-01 -4.27164477e-01 1.50943190e-02 -1.32334810e-01
5.48357019e-01 -1.14769672e-01 4.47553174e-01 -7.97969617e-02
-1.34703293e-02 1.49232861e-01]
[ -2.44689252e-01 -2.47479876e-01 7.52980050e-02 8.78806748e-03
7.51624538e-01 1.22664535e-01 2.65399967e-01 4.99409290e-02
-4.53962443e-02 -7.63981488e-02]
[ -1.33245247e-01 -9.70049776e-02 2.82153683e-01 -1.49873851e-01
3.73424492e-01 -7.64937769e-02 4.73759740e-01 1.70004281e-02
-1.83460454e-01 6.54467382e-02]
[ -8.53706244e-02 -9.53438423e-02 -1.60254008e-01 -4.18141443e-02
3.03895773e-01 -2.50043687e-01 4.56970188e-02 1.71939032e-01
3.55011120e-02 -5.77531464e-02]
[ 1.10914817e-01 2.23692718e-01 1.63163292e-01 -9.37604299e-02
-6.60201589e-02 5.17518815e-02 -1.31674727e-01 2.84715867e-01
7.14316053e-02 1.68263839e-01]
[ 3.21137215e-01 2.37498260e-01 -9.67491984e-02 2.79695631e-01
-8.24723398e-01 -2.74552891e-01 -3.89361072e-01 1.77300715e-01
3.50695739e-01 -8.44148075e-02]
[ 5.64434187e-02 1.69311815e-01 2.56782632e-01 2.64684695e-01
-9.88026795e-02 -1.99412218e-01 -2.00722822e-01 -1.31922668e-01
-1.29179523e-01 -2.71666088e-01]
[ 3.75468218e-02 -1.25651701e-02 -1.11065845e-01 -3.36720071e-02
1.92968558e-01 3.53681813e-02 -4.59540344e-02 -1.83220464e-01
5.06231880e-02 2.29112972e-01]
[ -1.06085651e-02 -8.14322834e-02 -7.14139860e-02 -6.68502632e-02
3.85252042e-02 -1.68715443e-01 1.19406583e-01 9.66158421e-03
2.55567755e-02 -6.76013668e-03]
[ 1.05492800e-02 1.50284634e-02 2.36778896e-01 4.79102958e-02
-1.43527511e-01 -1.23540365e-01 1.71035204e-01 3.94782523e-02
-2.06452653e-01 8.56809642e-02]
[ 4.39308723e-02 -4.35913190e-02 9.55038662e-02 -3.20912449e-02
-1.13017567e-01 8.46666573e-02 1.46808661e-01 -2.71767204e-01
-4.74549097e-02 -1.27196951e-01]
[ -3.21320910e-02 2.78872683e-02 7.52409487e-02 -5.96346945e-02
6.14622311e-02 1.92614919e-01 1.59218575e-01 1.17514918e-01
-4.37953122e-02 1.48886642e-01]
[ 2.17156957e-01 4.64269100e-02 2.73843312e-02 7.66043860e-02
7.36737772e-02 -1.92242009e-02 -1.41970430e-01 1.48077041e-01
-5.78584984e-02 -2.19132085e-02]
[ 3.75215958e-03 -1.18186686e-01 -1.35012604e-03 -1.47373122e-02
-2.35189001e-01 -1.03230913e-01 -1.01409705e-01 3.95282328e-02
7.82754635e-02 1.42277055e-01]
[ -4.55627691e-02 3.93798064e-01 7.71910730e-02 2.89162978e-01
-7.31129835e-01 -2.66025132e-01 -4.68389490e-01 -7.68043657e-02
1.84886477e-01 2.16974117e-01]
[ 1.10611253e-01 3.96010866e-01 2.70907507e-02 3.16539030e-01
-5.32697029e-01 -4.63316599e-02 -2.97567595e-01 1.47932781e-01
1.18198030e-01 4.01686699e-01]
[ 2.38441779e-01 2.41840506e-01 2.33794165e-01 1.06231071e-01
-2.83401563e-01 9.48642167e-02 -1.44584142e-01 1.61866236e-01
2.08452503e-01 4.11060496e-02]
[ -8.54638844e-02 1.84096285e-01 2.35635170e-01 -3.40406926e-03
2.34880566e-02 1.38069265e-01 -6.08396616e-02 -1.55313342e-02
-4.87746137e-02 3.26743639e-02]
[ -1.00327923e-01 -1.52833824e-02 2.34756620e-02 8.63879613e-02
-3.17994278e-02 1.18918548e-01 2.67492041e-01 2.02907802e-02
-2.80168239e-01 -9.91049342e-02]
[ -2.04032952e-01 2.33078197e-02 -8.56427648e-02 -3.22767572e-01
1.11604696e-01 1.12528996e-01 5.61983857e-02 1.04323848e-01
-1.91486886e-01 5.43516560e-02]
[ 4.76265273e-02 -2.63093032e-01 -1.08924539e-01 -1.08620810e-01
2.03545576e-01 7.78299193e-03 6.02499485e-02 1.54497557e-01
-1.23568774e-01 -1.63065711e-01]
[ 1.54617229e-01 -1.22178391e-01 -1.35520857e-01 2.93340239e-03
1.35602777e-01 -6.38196098e-02 -4.55537762e-02 -1.47663885e-01
1.36450762e-01 -9.30351476e-02]
[ -1.22533738e-01 1.68987125e-01 2.55385194e-01 -3.15175880e-02
1.78071547e-01 9.27255350e-02 -2.29186500e-02 -2.98475889e-01
-1.30008076e-01 -6.32791558e-02]
[ -3.52732488e-01 1.14109959e-01 9.53748746e-03 -3.05219549e-02
1.22062241e-01 -1.67688831e-01 -5.74628559e-02 2.35496455e-01
-9.73329815e-02 8.28919982e-02]
[ 1.47523408e-01 1.25643268e-01 -2.40857073e-01 -9.82407257e-02
1.06071631e-01 -2.88977936e-01 -2.62933476e-03 -1.67848830e-01
-8.59173646e-03 -1.89784841e-01]
[ 2.08832891e-01 -1.34341851e-01 5.97299725e-02 -2.59728232e-02
3.99914244e-02 -2.86879844e-02 -2.37272701e-02 -1.36648502e-01
1.07435421e-01 -1.79627811e-01]
[ -1.06080099e-01 -1.78350313e-02 1.19373772e-01 1.07395918e-01
9.86312382e-03 -1.09850293e-01 2.33972146e-01 -7.66719607e-02
1.83160492e-01 -4.12785687e-03]
[ 2.90992010e-02 -8.92585553e-02 2.19644690e-01 -2.08458781e-01
4.40977613e-02 1.02617949e-01 -2.87771219e-02 -1.12208392e-01
4.30796627e-02 2.69636105e-01]]
[[ 4.32353393e-01]
[ 1.14969025e+00]
[ 2.11809952e-01]
[ 6.20896362e-01]
[ -2.04378388e+00]
[ -2.40644103e-01]
[ -1.30219347e+00]
[ 5.94340329e-04]
[ 4.75480664e-01]
[ 6.75229871e-01]]
Progress: 12.2% ... Training loss: 0.373 ... Validation loss: 0.612[[ 1.60473963e-01 2.82869519e-01 -1.14124368e-01 1.09019765e-01
-5.91115973e-01 -6.86104668e-02 -1.13749127e-01 1.25423586e-01
-8.60965961e-02 2.12817339e-01]
[ 1.77177697e-02 1.78918941e-01 -1.87578396e-02 4.23127686e-02
8.82305548e-02 -6.78107635e-03 2.90583724e-01 4.13750925e-02
1.40752252e-01 -2.51184287e-02]
[ 2.10191723e-01 4.34306943e-01 3.94381727e-02 1.48841717e-01
-2.05435464e-02 -7.39444755e-02 -5.52529108e-01 -3.22292301e-02
1.25187985e-01 3.91754979e-01]
[ -3.92475455e-02 -3.44833025e-01 -2.49629548e-01 -1.16264056e-02
9.03448874e-02 1.76304436e-01 1.82876973e-01 5.56965001e-02
8.63910637e-04 4.90773325e-02]
[ -5.98662912e-04 2.13877645e-01 -1.47210623e-01 4.60778524e-02
1.05786122e-01 -1.80384824e-01 -1.55876839e-03 -1.20136900e-01
-1.92834348e-01 4.48142560e-02]
[ -3.46387189e-01 -2.74816450e-01 -2.86014803e-01 1.43858187e-01
1.40714831e-01 5.13516114e-02 -1.59910827e-02 -3.47653498e-02
-8.42677471e-03 3.48831912e-02]
[ -6.33572998e-03 -1.38029150e-01 8.59685834e-03 9.54805033e-02
-6.24403742e-02 -7.05068187e-02 1.69956895e-01 -1.88518464e-01
1.79394067e-01 3.91977971e-02]
[ 1.15175191e-01 -1.90513095e-01 3.26073053e-02 -6.62578642e-02
1.64085495e-01 -4.34050155e-02 2.62300958e-02 1.23596907e-01
6.75298271e-02 -9.82461490e-03]
[ -1.50699301e-01 -1.10289125e-02 -2.97873142e-01 6.15901281e-03
-1.15472643e-01 6.06922203e-02 -2.86064080e-01 -2.64827101e-02
2.80060800e-01 -9.07453103e-02]
[ 5.55087577e-02 -2.02743955e-01 8.47864838e-02 1.70166139e-02
1.71672963e-01 -9.96037090e-02 1.74561521e-02 -9.70186170e-02
-1.46981477e-02 1.39864716e-01]
[ -8.01141427e-02 1.11139768e-01 -2.42913488e-03 -1.62880845e-01
3.05395016e-02 2.82629948e-02 7.47557447e-02 -1.01337288e-01
-2.64391596e-02 -1.27028213e-01]
[ -7.12775840e-02 7.03766950e-02 -5.30991345e-02 3.99784313e-02
1.96055749e-01 8.31164079e-02 -1.06976861e-01 -1.39509710e-02
-1.28753377e-01 -1.49744171e-01]
[ -1.55520737e-01 7.45530492e-03 6.26819126e-02 2.38920587e-02
-1.77609532e-01 -2.20536702e-01 -1.82181929e-01 -1.96914816e-01
8.88692226e-02 1.76555084e-01]
[ -2.05110353e-01 -1.06642102e-01 1.24229519e-01 2.81809396e-01
-1.66412450e-01 -8.74228506e-02 -1.57580817e-01 -2.54677221e-01
-1.98256978e-01 2.26148402e-02]
[ 1.15108318e-01 -3.93706653e-02 -1.91010502e-02 1.11734363e-01
-6.77343224e-03 -8.06286784e-02 1.02160052e-01 4.43200831e-03
2.66682311e-02 1.94835113e-02]
[ 3.01357219e-02 -4.33666237e-02 -2.14110878e-01 1.36837939e-01
-3.72937799e-02 9.29000218e-02 -7.90215711e-02 -1.99782795e-02
-1.04058242e-01 -1.25836918e-02]
[ -1.30849878e-01 -6.27749163e-02 -2.08236739e-01 1.44006835e-01
-2.39731681e-04 1.39443155e-01 2.44952044e-02 -2.50248318e-01
5.68846944e-02 -2.13441583e-01]
[ -6.66758308e-02 -1.93758793e-02 2.78225803e-01 1.04872041e-01
9.73607508e-02 -6.42159603e-02 -1.46504077e-01 1.21336378e-01
7.32049402e-02 4.07725983e-02]
[ 4.09273466e-02 -2.66150546e-02 8.20528998e-02 7.49667793e-02
1.27000931e-01 -1.40008925e-02 2.80128286e-01 1.20329938e-01
-4.93193128e-02 -7.78236345e-02]
[ -4.91506173e-03 -1.76651299e-01 -2.95916284e-01 -6.47159806e-02
2.92320049e-01 -8.43269954e-02 2.02619982e-01 1.64420402e-01
9.37306491e-02 -4.56061629e-02]
[ 5.14791205e-02 2.08732459e-02 -1.19541447e-01 4.09075210e-02
-8.35850419e-02 3.26544822e-01 2.43198898e-01 2.05898834e-01
-1.68276774e-01 -5.38948789e-02]
[ 2.80796671e-02 4.02873208e-02 1.32570665e-01 1.38991568e-01
-1.15285175e-01 9.50459879e-02 -2.44560767e-01 -3.95775796e-02
2.32042697e-01 1.18827755e-01]
[ 1.01545113e-01 6.67322571e-02 -5.26011048e-02 -1.13783977e-01
-8.41378746e-02 -3.26343741e-01 1.17742540e-01 8.52760887e-03
1.34210792e-01 8.03995448e-02]
[ -9.92837112e-02 1.85942839e-02 -1.59669272e-02 2.07840675e-02
1.59261893e-02 -2.01747783e-01 -8.89046488e-02 -1.94779610e-02
1.27614931e-02 1.27445307e-01]
[ -1.28740798e-01 -1.22677420e-02 -1.90182673e-01 1.74045876e-02
-3.14813395e-01 -1.19032394e-02 -6.35544218e-02 -2.24099929e-02
1.98892937e-02 8.69465652e-02]
[ 4.85172980e-03 3.71959766e-02 -5.75826245e-02 -7.85939751e-02
3.74123501e-01 2.58612504e-01 4.26318611e-01 1.14840902e-01
-1.43682526e-01 -3.17826976e-01]
[ 2.51206049e-02 -2.31635027e-01 -9.40293783e-03 -1.46867060e-02
4.78859435e-01 8.03374240e-02 3.66501991e-01 9.35466406e-02
7.30526684e-02 -3.14414693e-01]
[ 4.38190274e-02 -3.03668402e-01 -2.71037429e-02 -6.19296238e-02
5.33046442e-01 7.52793948e-03 3.54723075e-01 5.02326321e-02
-3.26369626e-01 -1.65910978e-01]
[ -1.17764329e-01 -4.28249148e-01 1.49133270e-02 -1.32872602e-01
5.50117968e-01 -1.14571721e-01 4.48768931e-01 -7.97974582e-02
-1.38566102e-02 1.48720611e-01]
[ -2.44871983e-01 -2.48037405e-01 7.52103387e-02 8.53160649e-03
7.52430071e-01 1.22768136e-01 2.65998977e-01 4.99406789e-02
-4.56004032e-02 -7.66817477e-02]
[ -1.33934644e-01 -9.88032582e-02 2.81805773e-01 -1.50892550e-01
3.76756742e-01 -7.60992126e-02 4.75909370e-01 1.69994770e-02
-1.84229456e-01 6.43929055e-02]
[ -8.53767512e-02 -9.53601526e-02 -1.60256867e-01 -4.18229253e-02
3.03923919e-01 -2.50040262e-01 4.57155269e-02 1.71939024e-01
3.54944392e-02 -5.77625168e-02]
[ 1.10815927e-01 2.23492836e-01 1.63126766e-01 -9.38795957e-02
-6.56675801e-02 5.18022449e-02 -1.31455346e-01 2.84715755e-01
7.13392569e-02 1.68164194e-01]
[ 3.22092077e-01 2.40019723e-01 -9.62672984e-02 2.81064481e-01
-8.27768392e-01 -2.75091376e-01 -3.92288547e-01 1.77302040e-01
3.51673076e-01 -8.28951438e-02]
[ 5.65001473e-02 1.69431729e-01 2.56818724e-01 2.64770751e-01
-9.90838293e-02 -1.99442766e-01 -2.00899980e-01 -1.31922590e-01
-1.29120388e-01 -2.71594599e-01]
[ 3.77564732e-02 -1.20622086e-02 -1.10963573e-01 -3.33495598e-02
1.91964017e-01 3.52481470e-02 -4.65599669e-02 -1.83220159e-01
5.08599791e-02 2.29443454e-01]
[ -1.06929435e-02 -8.16715882e-02 -7.14766785e-02 -6.70164957e-02
3.89742780e-02 -1.68668383e-01 1.19602923e-01 9.66142276e-03
2.54375727e-02 -6.87863028e-03]
[ 1.06603306e-02 1.52791895e-02 2.36861208e-01 4.81231376e-02
-1.44297780e-01 -1.23599927e-01 1.70649043e-01 3.94784813e-02
-2.06282753e-01 8.58660060e-02]
[ 4.42332217e-02 -4.27400740e-02 9.56754635e-02 -3.15772133e-02
-1.14634061e-01 8.44837692e-02 1.45903810e-01 -2.71766697e-01
-4.70700742e-02 -1.26756442e-01]
[ -3.19836559e-02 2.81848091e-02 7.53189565e-02 -5.93906913e-02
6.07038326e-02 1.92523383e-01 1.58861951e-01 1.17515154e-01
-4.35937637e-02 1.49011155e-01]
[ 2.16620766e-01 4.51113809e-02 2.70985446e-02 7.58039906e-02
7.63791996e-02 -1.89294634e-02 -1.40583068e-01 1.48076255e-01
-5.84841871e-02 -2.27257937e-02]
[ 4.18729610e-03 -1.17127624e-01 -1.14258114e-03 -1.40945798e-02
-2.37276867e-01 -1.03470109e-01 -1.02612264e-01 3.95288336e-02
7.87557421e-02 1.42904204e-01]
[ -4.49812777e-02 3.95151112e-01 7.74514418e-02 2.89944947e-01
-7.33588676e-01 -2.66322683e-01 -4.69970854e-01 -7.68036296e-02
1.85520072e-01 2.17876755e-01]
[ 1.10759196e-01 3.96103628e-01 2.71608631e-02 3.16749508e-01
-5.33163845e-01 -4.64167312e-02 -2.97673564e-01 1.47932985e-01
1.18349928e-01 4.01797315e-01]
[ 2.38410664e-01 2.41763338e-01 2.33782065e-01 1.06186631e-01
-2.83253209e-01 9.48794234e-02 -1.44489510e-01 1.61866193e-01
2.08417288e-01 4.10579510e-02]
[ -8.54345825e-02 1.84183037e-01 2.35659164e-01 -3.36072973e-03
2.33052178e-02 1.38052970e-01 -6.09639195e-02 -1.55312939e-02
-4.87362153e-02 3.27500972e-02]
[ -1.00281305e-01 -1.51418191e-02 2.35013336e-02 8.64639217e-02
-3.20418354e-02 1.18890406e-01 2.67305240e-01 2.02908544e-02
-2.80103276e-01 -9.90205898e-02]
[ -2.04258893e-01 2.27681609e-02 -8.57544386e-02 -3.23091249e-01
1.12680854e-01 1.12655559e-01 5.68466225e-02 1.04323544e-01
-1.91738234e-01 5.40278888e-02]
[ 4.72345104e-02 -2.64144560e-01 -1.09119674e-01 -1.09224116e-01
2.05539810e-01 7.99546433e-03 6.14961807e-02 1.54496978e-01
-1.24032916e-01 -1.63722367e-01]
[ 1.54848531e-01 -1.21530268e-01 -1.35378682e-01 3.34688206e-03
1.34129583e-01 -6.39717330e-02 -4.61837456e-02 -1.47663486e-01
1.36765320e-01 -9.26558639e-02]
[ -1.22015882e-01 1.70175164e-01 2.55640984e-01 -3.07329234e-02
1.76720006e-01 9.24356181e-02 -2.43280382e-02 -2.98475113e-01
-1.29504447e-01 -6.24619004e-02]
[ -3.53112300e-01 1.12914988e-01 9.36348024e-03 -3.10698840e-02
1.23971785e-01 -1.67484437e-01 -5.61799305e-02 2.35496019e-01
-9.77145042e-02 8.23161521e-02]
[ 1.46898830e-01 1.23765131e-01 -2.41184538e-01 -9.92767964e-02
1.09098661e-01 -2.88597818e-01 -7.03742787e-04 -1.67849866e-01
-9.34745974e-03 -1.90908005e-01]
[ 2.08574779e-01 -1.34936207e-01 5.95976968e-02 -2.63834721e-02
4.16263469e-02 -2.85256730e-02 -2.29850983e-02 -1.36648915e-01
1.07093537e-01 -1.80037755e-01]
[ -1.06389325e-01 -1.87038384e-02 1.19245325e-01 1.07001030e-01
1.16261865e-02 -1.09724260e-01 2.35072119e-01 -7.66723181e-02
1.82873282e-01 -4.54358162e-03]
[ 2.95329452e-02 -8.86239874e-02 2.19833220e-01 -2.07816945e-01
4.22494000e-02 1.02393104e-01 -2.97263235e-02 -1.12207775e-01
4.36074872e-02 2.70165383e-01]]
[[ 0.42982727]
[ 1.14997138]
[ 0.20973768]
[ 0.62130478]
[-2.04912347]
[-0.24323153]
[-1.30566402]
[-0.00343523]
[ 0.47445921]
[ 0.67380835]]
Progress: 12.2% ... Training loss: 0.372 ... Validation loss: 0.612[[ 0.16324847 0.28898358 -0.11273441 0.11281307 -0.60023413 -0.07015078
-0.12155001 0.1254008 -0.08288683 0.21677497]
[ 0.01798109 0.17955186 -0.01864352 0.04269325 0.08701353 -0.00693049
0.28972734 0.04137297 0.14103457 -0.02471324]
[ 0.21090118 0.43649221 0.03973622 0.14950833 -0.0231202 -0.07420628
-0.55462811 -0.0322339 0.12579805 0.39232921]
[-0.03858929 -0.342485 -0.24920717 -0.01007513 0.08591747 0.17573396
0.18013338 0.05569115 0.00143794 0.05086492]
[-0.00430158 0.20545445 -0.14896541 0.04051482 0.12166194 -0.1782264
0.00946616 -0.1201071 -0.19653286 0.03899646]
[-0.3456071 -0.27371004 -0.285646 0.14497977 0.13739446 0.05086478
-0.01792093 -0.03477175 -0.00745343 0.03608515]
[-0.00403182 -0.1327416 0.00973818 0.09868957 -0.07214183 -0.0717516
0.1630317 -0.18853778 0.18191173 0.04251148]
[ 0.11617164 -0.18802588 0.03311794 -0.06484919 0.1603323 -0.04398511
0.02320739 0.12358917 0.06865218 -0.00826215]
[-0.14966017 -0.00858355 -0.29736059 0.00762563 -0.1192074 0.0601239
-0.28864237 -0.02649106 0.28111091 -0.08918426]
[ 0.05948711 -0.19370619 0.08673963 0.02248687 0.15568431 -0.10179584
0.00656913 -0.09705097 -0.01022529 0.14566974]
[-0.07784304 0.11650723 -0.00130239 -0.15951483 0.02055917 0.02693398
0.06780051 -0.10135585 -0.02397729 -0.12342358]
[-0.07240746 0.067298 -0.05364572 0.0383481 0.20151496 0.08375752
-0.10359065 -0.01394186 -0.13002463 -0.15151467]
[-0.15552074 0.0074553 0.06268191 0.02389206 -0.17760953 -0.2205367
-0.18218193 -0.19691482 0.08886922 0.17655508]
[-0.2049159 -0.10646435 0.12433127 0.28212798 -0.16743894 -0.08755198
-0.15807515 -0.25467875 -0.19797378 0.02296156]
[ 0.11545018 -0.0389202 -0.01894545 0.1122211 -0.00800637 -0.08085248
0.1013834 0.00442903 0.02710054 0.01998194]
[ 0.02999935 -0.0437993 -0.2141821 0.13662581 -0.03672523 0.09296771
-0.07860781 -0.01997731 -0.10420309 -0.01281171]
[-0.12978116 -0.0602741 -0.20770436 0.14540529 -0.00413872 0.13888455
0.02136268 -0.25025681 0.05807097 -0.21182599]
[-0.06613714 -0.01817583 0.27848395 0.10567066 0.09498901 -0.06449877
-0.14809163 0.12133191 0.07367629 0.04155391]
[ 0.04226027 -0.02343183 0.08273139 0.07693407 0.12045467 -0.01476369
0.2760379 0.12031865 -0.04772617 -0.07588264]
[-0.00489597 -0.17680826 -0.29594045 -0.06480561 0.29242068 -0.08430195
0.2026235 0.16442079 0.09367119 -0.04567419]
[ 0.05239918 0.02329381 -0.11905458 0.04228039 -0.08687889 0.32598977
0.24032572 0.20589109 -0.1671981 -0.0523635 ]
[ 0.0284848 0.04141232 0.13276521 0.13953444 -0.11641286 0.09481768
-0.24541236 -0.03958064 0.23243903 0.11942237]
[ 0.10215077 0.06811024 -0.05229601 -0.11290393 -0.08665826 -0.3266671
0.11616588 0.00852266 0.13483808 0.08130685]
[-0.09946478 0.01811784 -0.01605421 0.02051931 0.01679373 -0.20165392
-0.08840569 -0.01947656 0.01256143 0.12715801]
[-0.12873037 -0.01231099 -0.19017956 0.01741156 -0.31484155 -0.01190602
-0.06354383 -0.02241004 0.01988856 0.08695271]
[ 0.00420031 0.03550879 -0.05790117 -0.07954916 0.37714928 0.25896382
0.42825324 0.11484606 -0.14438815 -0.31882052]
[ 0.02496817 -0.23198751 -0.00947618 -0.01490948 0.47947766 0.08042135
0.36694414 0.09354784 0.07288886 -0.31465193]
[ 0.0437046 -0.30400646 -0.02716944 -0.062119 0.53368401 0.00759907
0.35511639 0.05023371 -0.32649109 -0.16612137]
[-0.11813956 -0.4291791 0.01472151 -0.13344445 0.55183385 -0.1143514
0.44995005 -0.07979431 -0.01427677 0.14814648]
[-0.24505996 -0.2485853 0.07511484 0.0082587 0.75320168 0.12287769
0.26658628 0.04994223 -0.04581443 -0.07698366]
[-0.13397708 -0.09893197 0.28178272 -0.15096079 0.3769738 -0.07607284
0.47599581 0.01699984 -0.18427532 0.06432117]
[-0.08550039 -0.09573796 -0.1603132 -0.04198366 0.30442414 -0.24997617
0.04609041 0.17193993 0.03537151 -0.05794451]
[ 0.11136053 0.22485588 0.16340845 -0.09303701 -0.06843312 0.05147624
-0.13308324 0.28471144 0.07196852 0.16905274]
[ 0.32559035 0.24909747 -0.09449672 0.28617001 -0.84168103 -0.27710173
-0.40268549 0.17727329 0.35540699 -0.07733098]
[ 0.05664157 0.16979014 0.25688902 0.26497257 -0.09975449 -0.19953345
-0.2013631 -0.13192378 -0.12894868 -0.27135468]
[ 0.03801424 -0.01184608 -0.1108503 -0.03295271 0.19076105 0.03509703
-0.04718382 -0.18322242 0.05116129 0.22986341]
[-0.01073545 -0.08188827 -0.07153294 -0.06712029 0.03943094 -0.16863681
0.11982521 0.00966196 0.02535258 -0.00705728]
[ 0.01090363 0.01608197 0.2369962 0.04852192 -0.14556252 -0.12376333
0.16972065 0.03947622 -0.20599016 0.08633948]
[ 0.04422184 -0.04276521 0.09567116 -0.03160801 -0.11456907 0.08449416
0.14588879 -0.27176646 -0.04708677 -0.12675637]
[-0.03228015 0.02746974 0.07518344 -0.05981564 0.0620435 0.19268886
0.15974131 0.11751746 -0.04390863 0.14856451]
[ 0.21633431 0.04442454 0.02693368 0.07528502 0.07812352 -0.01875613
-0.1400275 0.14807924 -0.05885271 -0.02312526]
[ 0.00444471 -0.11651915 -0.00102953 -0.01374932 -0.23848291 -0.10358355
-0.10339613 0.03952684 0.07902116 0.14325085]
[-0.0449731 0.39509912 0.07744762 0.28995483 -0.7335989 -0.26632736
-0.46986138 -0.07680377 0.18552589 0.21786697]
[ 0.1133537 0.40153839 0.02847496 0.32038659 -0.54439928 -0.04781933
-0.30453718 0.14791141 0.12133051 0.40536676]
[ 0.23841066 0.24176334 0.23378206 0.10618663 -0.28325321 0.09487942
-0.14448951 0.16186619 0.20841729 0.04105795]
[-0.08486649 0.18561883 0.23593248 -0.00254111 0.02061045 0.1377259
-0.06265922 -0.0155358 -0.04808405 0.03360931]
[-0.10056388 -0.01590262 0.02336348 0.08605817 -0.03068004 0.11905209
0.26816019 0.02029316 -0.28041581 -0.09946576]
[-0.20460873 0.02181291 -0.08592783 -0.32360267 0.11433501 0.1128516
0.05793134 0.10432635 -0.1921291 0.05347466]
[ 0.04715735 -0.2643413 -0.10915744 -0.10933883 0.20588513 0.0080396
0.06173195 0.15449758 -0.12411987 -0.16384076]
[ 0.15548471 -0.12012092 -0.13504993 0.00432033 0.13085359 -0.06433786
-0.04807482 -0.14766877 0.13753718 -0.09162379]
[-0.12040233 0.17407299 0.25646638 -0.02832327 0.17061219 0.09146089
-0.02929586 -0.29848873 -0.12764103 -0.05996076]
[-0.35214001 0.11463 0.00980155 -0.0299064 0.12097362 -0.16796209
-0.05814135 0.23548917 -0.096727 0.08343913]
[ 0.14640947 0.12232868 -0.24143627 -0.09999295 0.11134901 -0.2883023
0.00088527 -0.16784593 -0.00991105 -0.19169625]
[ 0.21016932 -0.13110856 0.06040851 -0.02413861 0.03502704 -0.0294211
-0.02787554 -0.13666225 0.10879861 -0.17756269]
[-0.10526039 -0.01607319 0.11977988 0.10854738 0.00652664 -0.11032926
0.23174014 -0.07668119 0.18405929 -0.00278728]
[ 0.02919637 -0.08934147 0.21968068 -0.20823266 0.0435701 0.1025365
-0.02872864 -0.11220555 0.04332069 0.26970523]]
[[ 0.45896919]
[ 1.17758337]
[ 0.23642628]
[ 0.65281689]
[-2.0378985 ]
[-0.22076315]
[-1.28588794]
[ 0.02228261]
[ 0.50754921]
[ 0.70270703]]
Progress: 12.3% ... Training loss: 0.394 ... Validation loss: 0.618[[ 0.16196865 0.28471759 -0.1133944 0.11074177 -0.59359592 -0.06934862
-0.11705589 0.12533288 -0.08431244 0.21419914]
[ 0.01791466 0.1794069 -0.01867964 0.04259176 0.08729302 -0.00689602
0.28988631 0.04136952 0.14096062 -0.02481467]
[ 0.21234148 0.43919373 0.04039326 0.15135928 -0.02865328 -0.07475826
-0.55786016 -0.03216851 0.12734576 0.39383249]
[-0.04065904 -0.34661561 -0.25018818 -0.013139 0.09383135 0.17671162
0.18535172 0.05557395 -0.00104926 0.04796876]
[-0.00327259 0.20727095 -0.148535 0.04185275 0.11835415 -0.17862006
0.00710628 -0.1200513 -0.19546701 0.04022823]
[-0.34643713 -0.27597404 -0.28605952 0.14374844 0.14110038 0.05128468
-0.0153769 -0.03481342 -0.00838454 0.03474466]
[-0.00597304 -0.13774447 0.00870216 0.09580992 -0.06295243 -0.07077987
0.16830452 -0.18862916 0.17971407 0.0393347 ]
[ 0.11647506 -0.18777434 0.03328017 -0.06444445 0.15890324 -0.04406748
0.02301139 0.12360001 0.06903268 -0.00812598]
[-0.15063778 -0.01129046 -0.2978242 0.00619187 -0.11485681 0.06062172
-0.28598909 -0.02653912 0.28001124 -0.09072046]
[ 0.05852907 -0.19708315 0.08623955 0.02107261 0.16054352 -0.10124452
0.00972543 -0.09709223 -0.01125641 0.14376891]
[-0.08008619 0.11103327 -0.00244258 -0.16281848 0.03038884 0.02805734
0.0739966 -0.10146908 -0.0265313 -0.12686682]
[-0.07265172 0.06642668 -0.05375637 0.03792601 0.20264293 0.08388994
-0.10266889 -0.01395764 -0.13028744 -0.15208791]
[-0.15552074 0.0074553 0.06268191 0.02389206 -0.17760953 -0.2205367
-0.18218193 -0.19691482 0.08886922 0.17655508]
[-0.20516454 -0.10710739 0.12419061 0.28172835 -0.16607809 -0.08741876
-0.15728905 -0.25469243 -0.19825956 0.02250893]
[ 0.11527855 -0.03943417 -0.01903316 0.11197879 -0.00721002 -0.08077343
0.10191711 0.00442083 0.02691922 0.01972062]
[ 0.02899331 -0.04636317 -0.21468491 0.1351427 -0.03244756 0.09347143
-0.07573379 -0.02002785 -0.10534456 -0.01438006]
[-0.13098287 -0.0630833 -0.20831265 0.14373415 0.00118479 0.13943933
0.0244057 -0.25031033 0.05673898 -0.21359968]
[-0.06631609 -0.0185479 0.27838133 0.1054057 0.09569661 -0.06440448
-0.14758072 0.12132291 0.07346122 0.04125334]
[ 0.04236398 -0.02412929 0.08275218 0.07689829 0.12101352 -0.01468982
0.2762368 0.12032175 -0.04765539 -0.07605737]
[-0.00404364 -0.17469708 -0.29552392 -0.0636353 0.28857798 -0.08470644
0.2003769 0.16445639 0.09460574 -0.04463616]
[ 0.05164397 0.02137654 -0.11945868 0.0411856 -0.08351391 0.32635699
0.24244802 0.20585329 -0.16805841 -0.05353852]
[ 0.02839475 0.04117331 0.13275953 0.13951089 -0.11647182 0.09484252
-0.24501292 -0.03958071 0.23244166 0.11933177]
[ 0.10146088 0.06626016 -0.05260992 -0.11391379 -0.08351157 -0.3263245
0.11804528 0.00848865 0.13406897 0.08022173]
[-0.09979642 0.01724639 -0.01622942 0.02001662 0.01828436 -0.20148363
-0.08742632 -0.01949316 0.01217392 0.12662999]
[-0.1284581 -0.01166698 -0.1900268 0.01782908 -0.31615018 -0.0120383
-0.06435024 -0.02239559 0.02020523 0.08740744]
[ 0.003459 0.03354446 -0.05829163 -0.08065531 0.380484 0.25933854
0.43035353 0.11480852 -0.14524817 -0.3200093 ]
[ 0.02445972 -0.23323337 -0.0097342 -0.01563513 0.48149096 0.08066633
0.36842314 0.09352282 0.07231868 -0.31547559]
[ 0.04329809 -0.30487979 -0.02737872 -0.06271268 0.53553022 0.00780158
0.35608547 0.05021389 -0.3269436 -0.16673747]
[-0.11860831 -0.43036124 0.01448042 -0.13411705 0.55389194 -0.11412952
0.45115855 -0.07981588 -0.01479681 0.14745245]
[-0.2458115 -0.25047624 0.07471548 0.00713879 0.75664003 0.12325207
0.26866612 0.04990463 -0.04666963 -0.07814899]
[-0.13434417 -0.09988772 0.2815933 -0.15149181 0.37866623 -0.07590043
0.47703421 0.01698219 -0.18469299 0.06378947]
[-0.08557781 -0.09594952 -0.16035521 -0.04209523 0.30478405 -0.24993695
0.04631764 0.17193598 0.03528252 -0.05805776]
[ 0.11157043 0.22534551 0.16353262 -0.0927127 -0.06942511 0.05137454
-0.13372273 0.28472314 0.072217 0.16936467]
[ 0.32575159 0.24957306 -0.09437019 0.28643353 -0.84265224 -0.27716477
-0.40295846 0.17728021 0.35560444 -0.077142 ]
[ 0.05623469 0.16872511 0.25663622 0.26435002 -0.09783368 -0.19932792
-0.20034189 -0.13194681 -0.12947168 -0.27204633]
[ 0.03749458 -0.01307564 -0.11111972 -0.03371713 0.19298303 0.03535035
-0.0457864 -0.18324828 0.05058799 0.22910625]
[-0.01079573 -0.08200252 -0.07153833 -0.06720005 0.03972147 -0.1686035
0.11999833 0.00965998 0.02529088 -0.00718211]
[ 0.01108175 0.0165415 0.23707889 0.04875738 -0.14625582 -0.12384824
0.16923595 0.03948428 -0.2058207 0.08660613]
[ 0.04462461 -0.04185642 0.09589047 -0.03100657 -0.11645125 0.0843018
0.14483031 -0.27174731 -0.04662019 -0.12612238]
[-0.03200416 0.0280854 0.07532397 -0.0593767 0.06071031 0.19254287
0.15897468 0.11753258 -0.04356528 0.14893511]
[ 0.21580591 0.04323118 0.02665061 0.07451801 0.08049864 -0.01852497
-0.13863496 0.14805269 -0.05947098 -0.02392245]
[ 0.00414215 -0.11725913 -0.00117724 -0.01415847 -0.2371637 -0.10346687
-0.10261128 0.03951434 0.0786948 0.14280131]
[-0.04396964 0.39665063 0.07798072 0.2913096 -0.73749541 -0.26668541
-0.47212725 -0.07675049 0.18671766 0.21926157]
[ 0.11370576 0.40223277 0.02865356 0.32084511 -0.54585749 -0.04798201
-0.30521322 0.14792499 0.12173513 0.40568853]
[ 0.2383521 0.24167791 0.23374792 0.10608704 -0.28291002 0.09491153
-0.14432791 0.16186279 0.20833965 0.0409411 ]
[-0.08479286 0.18586169 0.23597868 -0.00242076 0.02025772 0.13768371
-0.06289768 -0.01553157 -0.04798206 0.0337285 ]
[-0.10055163 -0.01590253 0.02337272 0.08608243 -0.03074303 0.11904376
0.26816419 0.02029387 -0.28040067 -0.09946715]
[-0.20517718 0.02026757 -0.08623702 -0.32446092 0.11705482 0.11314503
0.05960947 0.10429696 -0.19277955 0.05254081]
[ 0.04680834 -0.26520473 -0.10933737 -0.10983909 0.20741063 0.00821027
0.06269352 0.15448041 -0.12451131 -0.16436048]
[ 0.15480012 -0.12163175 -0.13536105 0.003437 0.13322833 -0.06403488
-0.04629451 -0.14770119 0.13681948 -0.09260663]
[-0.12077314 0.17320021 0.25628619 -0.02882472 0.17219497 0.09162266
-0.02843132 -0.2985041 -0.12804019 -0.06050831]
[-0.35298126 0.11225536 0.00935734 -0.03120229 0.12486366 -0.16752255
-0.05556454 0.23544295 -0.09771793 0.08195795]
[ 0.1465823 0.12195492 -0.24130665 -0.0997593 0.11063235 -0.28829782
0.00096639 -0.16783387 -0.00962911 -0.1915079 ]
[ 0.20837454 -0.13539693 0.0594141 -0.02692582 0.04360556 -0.02851785
-0.02289441 -0.13675743 0.10665683 -0.18051516]
[-0.10510914 -0.01595343 0.11986467 0.10869741 0.00623656 -0.11036699
0.23134711 -0.07667295 0.18424709 -0.00264872]
[ 0.02911828 -0.08976311 0.21964528 -0.20828844 0.04396763 0.10256929
-0.02834537 -0.11220695 0.04325257 0.26942505]]
[[ 0.44585981]
[ 1.16828975]
[ 0.22380604]
[ 0.63858319]
[-2.05836252]
[-0.23829076]
[-1.30662949]
[ 0.00831065]
[ 0.49305762]
[ 0.69086639]]
Progress: 12.3% ... Training loss: 0.373 ... Validation loss: 0.601[[ 1.59323495e-01 2.77546267e-01 -1.14706017e-01 1.06946753e-01
-5.80691003e-01 -6.78822342e-02 -1.09249418e-01 1.25284153e-01
-8.73304155e-02 2.10485731e-01]
[ 1.79500615e-02 1.79400712e-01 -1.86199950e-02 4.27289869e-02
8.69647666e-02 -6.92508581e-03 2.89664654e-01 4.13711067e-02
1.41073403e-01 -2.46600505e-02]
[ 2.07814628e-01 4.28242131e-01 3.79667820e-02 1.44441198e-01
-6.65167545e-03 -7.22694502e-02 -5.46038320e-01 -3.22570396e-02
1.21919402e-01 3.87392570e-01]
[ -3.93724382e-02 -3.44459286e-01 -2.49509603e-01 -1.11782514e-02
8.71929860e-02 1.76160063e-01 1.81871536e-01 5.55970736e-02
4.85329824e-04 5.00257841e-02]
[ -7.68824049e-03 1.98103413e-01 -1.50815843e-01 3.54182592e-02
1.38135282e-01 -1.76578906e-01 1.82024649e-02 -1.20134496e-01
-2.00430189e-01 3.35276042e-02]
[ -3.46572354e-01 -2.76221077e-01 -2.86083372e-01 1.43755285e-01
1.41306256e-01 5.12565306e-02 -1.48130708e-02 -3.48142604e-02
-8.41958901e-03 3.45058457e-02]
[ -8.33238221e-03 -1.43985462e-01 7.54981078e-03 9.24225526e-02
-5.18948864e-02 -6.95337051e-02 1.75105142e-01 -1.88673278e-01
1.77062417e-01 3.58130413e-02]
[ 1.14492866e-01 -1.93112331e-01 3.22281021e-02 -6.74586044e-02
1.68039738e-01 -4.29565673e-02 2.87833030e-02 1.23562371e-01
6.66909291e-02 -1.10026704e-02]
[ -1.50238871e-01 -1.03063750e-02 -2.97598315e-01 6.76862820e-03
-1.16422841e-01 6.03877073e-02 -2.87105186e-01 -2.65317249e-02
2.80386325e-01 -9.01027002e-02]
[ 5.45468825e-02 -2.07398080e-01 8.42100470e-02 1.51901561e-02
1.78846840e-01 -9.91514458e-02 2.13890224e-02 -9.71675331e-02
-1.58531131e-02 1.37832672e-01]
[ -7.93725359e-02 1.12684031e-01 -2.03818527e-03 -1.61648811e-01
2.74557268e-02 2.76342400e-02 7.19224244e-02 -1.01454100e-01
-2.57165038e-02 -1.25679490e-01]
[ -7.34610275e-02 6.42489192e-02 -5.41336398e-02 3.68208776e-02
2.06106605e-01 8.43148673e-02 -1.00238051e-01 -1.39725186e-02
-1.31158904e-01 -1.53358396e-01]
[ -1.55520737e-01 7.45530492e-03 6.26819126e-02 2.38920587e-02
-1.77609532e-01 -2.20536702e-01 -1.82181929e-01 -1.96914816e-01
8.88692226e-02 1.76555084e-01]
[ -2.05325498e-01 -1.07547902e-01 1.24114539e-01 2.81552645e-01
-1.65310849e-01 -8.73404939e-02 -1.56684425e-01 -2.54695740e-01
-1.98444260e-01 2.22257613e-02]
[ 1.15477386e-01 -3.90541851e-02 -1.89149047e-02 1.12366067e-01
-8.39823042e-03 -8.09350188e-02 1.01599394e-01 4.42630799e-03
2.72251385e-02 2.00131027e-02]
[ 2.87846483e-02 -4.68243105e-02 -2.14779752e-01 1.34884164e-01
-3.15661793e-02 9.35387637e-02 -7.52366022e-02 -2.00315873e-02
-1.05553158e-01 -1.46879692e-02]
[ -1.31069547e-01 -6.34433073e-02 -2.08360404e-01 1.43578999e-01
1.75083756e-03 1.39497850e-01 2.46867678e-02 -2.50311352e-01
5.66340031e-02 -2.13756326e-01]
[ -6.81569638e-02 -2.31896717e-02 2.77504836e-01 1.02815497e-01
1.03984367e-01 -6.34467334e-02 -1.42340181e-01 1.21288439e-01
7.14281512e-02 3.85616391e-02]
[ 4.18046350e-02 -2.55720424e-02 8.24548793e-02 7.60575762e-02
1.23782071e-01 -1.43901606e-02 2.77807238e-01 1.20310488e-01
-4.83250911e-02 -7.69214854e-02]
[ -4.88064054e-03 -1.77161202e-01 -2.95990912e-01 -6.49748009e-02
2.92468542e-01 -8.42069357e-02 2.02868434e-01 1.64440231e-01
9.35724629e-02 -4.57681264e-02]
[ 5.11631045e-02 2.01886999e-02 -1.19709827e-01 4.04883060e-02
-8.13153785e-02 3.26612215e-01 2.43847972e-01 2.05844664e-01
-1.68598576e-01 -5.42763713e-02]
[ 2.79450372e-02 4.01282963e-02 1.32539373e-01 1.38862308e-01
-1.14480443e-01 9.50856008e-02 -2.43781389e-01 -3.95892621e-02
2.31929039e-01 1.18702308e-01]
[ 1.01593456e-01 6.64734659e-02 -5.25178096e-02 -1.13728198e-01
-8.38559593e-02 -3.26412257e-01 1.17764367e-01 8.49118549e-03
1.34171866e-01 8.04072696e-02]
[ -9.92879889e-02 1.85286002e-02 -1.59767206e-02 2.07742943e-02
1.59769621e-02 -2.01761474e-01 -8.89783802e-02 -1.94834205e-02
1.27298228e-02 1.27412040e-01]
[ -1.28751687e-01 -1.23412539e-02 -1.90161508e-01 1.73863036e-02
-3.14827741e-01 -1.18755421e-02 -6.34961759e-02 -2.24014101e-02
1.98742496e-02 8.69307828e-02]
[ 3.38212561e-03 3.33379177e-02 -5.83276940e-02 -8.07682831e-02
3.80841573e-01 2.59380833e-01 4.30576022e-01 1.14807062e-01
-1.45335435e-01 -3.20131588e-01]
[ 2.42163269e-02 -2.33908164e-01 -9.85575393e-03 -1.59847148e-02
4.82592319e-01 8.07907684e-02 3.69192768e-01 9.35182526e-02
7.20456723e-02 -3.15875729e-01]
[ 4.31390152e-02 -3.05400770e-01 -2.74456307e-02 -6.29091544e-02
5.36234663e-01 7.87262489e-03 3.56759559e-01 5.02113809e-02
-3.27095780e-01 -1.66985474e-01]
[ -1.19067137e-01 -4.31469019e-01 1.42582500e-02 -1.34787270e-01
5.55938867e-01 -1.13887390e-01 4.52412596e-01 -7.98241189e-02
-1.53059680e-02 1.46757111e-01]
[ -2.46517818e-01 -2.52237636e-01 7.43574259e-02 6.10716828e-03
7.59349346e-01 1.23625421e-01 2.70715068e-01 4.98913254e-02
-4.74541691e-02 -7.92716399e-02]
[ -1.34789983e-01 -1.01046078e-01 2.81364203e-01 -1.52146488e-01
3.80645977e-01 -7.56580189e-02 4.78311653e-01 1.69738331e-02
-1.85198448e-01 6.31967964e-02]
[ -8.58996482e-02 -9.67837998e-02 -1.60515307e-01 -4.25594280e-02
3.06279181e-01 -2.49762936e-01 4.72769988e-02 1.71930091e-01
3.49191420e-02 -5.85153207e-02]
[ 1.11170854e-01 2.24109415e-01 1.63311611e-01 -9.33676101e-02
-6.72735876e-02 5.16236033e-02 -1.32493842e-01 2.84715065e-01
7.17735526e-02 1.68801542e-01]
[ 3.25733824e-01 2.49344089e-01 -9.44118294e-02 2.86343651e-01
-8.42356142e-01 -2.77128253e-01 -4.02920276e-01 1.77278957e-01
3.55535263e-01 -7.71673924e-02]
[ 5.62797560e-02 1.68813917e-01 2.56665729e-01 2.64495096e-01
-9.80824874e-02 -1.99361489e-01 -2.00561883e-01 -1.31945848e-01
-1.29415610e-01 -2.71964884e-01]
[ 3.74678501e-02 -1.31177437e-02 -1.11127471e-01 -3.37377947e-02
1.93058323e-01 3.53586806e-02 -4.57047969e-02 -1.83248650e-01
5.05668321e-02 2.29088883e-01]
[ -1.07085532e-02 -8.18463391e-02 -7.14987115e-02 -6.70934422e-02
3.95033463e-02 -1.68651729e-01 1.19885477e-01 9.66133864e-03
2.53610347e-02 -7.04781054e-03]
[ 1.10877446e-02 1.66145485e-02 2.37087189e-01 4.87833625e-02
-1.46362176e-01 -1.23861459e-01 1.69175667e-01 3.94843470e-02
-2.05822633e-01 8.66029907e-02]
[ 4.46486855e-02 -4.17322064e-02 9.59044351e-02 -3.09813702e-02
-1.16614062e-01 8.42740562e-02 1.44709336e-01 -2.71746819e-01
-4.66045251e-02 -1.26074468e-01]
[ -3.26790101e-02 2.67164022e-02 7.49848561e-02 -6.03509139e-02
6.38232784e-02 1.92888004e-01 1.60610536e-01 1.17520070e-01
-4.43303327e-02 1.48009728e-01]
[ 2.14434577e-01 3.99520363e-02 2.59122996e-02 7.24023653e-02
8.71326453e-02 -1.78261470e-02 -1.34936256e-01 1.48024923e-01
-6.10997599e-02 -2.60999551e-02]
[ 3.95994485e-03 -1.17777436e-01 -1.26637951e-03 -1.44181157e-02
-2.36251648e-01 -1.03366883e-01 -1.02124589e-01 3.95109413e-02
7.84848021e-02 1.42545792e-01]
[ -4.32545294e-02 3.98386122e-01 7.83852571e-02 2.92468144e-01
-7.40552205e-01 -2.67057504e-01 -4.73734679e-01 -7.67355978e-02
1.87495184e-01 2.20384987e-01]
[ 1.13908240e-01 4.02642930e-01 2.87543135e-02 3.21137209e-01
-5.46664386e-01 -4.80882089e-02 -3.05791649e-01 1.47928812e-01
1.21956097e-01 4.05997081e-01]
[ 2.38582078e-01 2.42160889e-01 2.33872544e-01 1.06421238e-01
-2.83943015e-01 9.47880927e-02 -1.44957158e-01 1.61867367e-01
2.08597915e-01 4.12825463e-02]
[ -8.45490203e-02 1.86483729e-01 2.36116642e-01 -1.99630078e-03
1.89493303e-02 1.37530930e-01 -6.35256895e-02 -1.55259444e-02
-4.76641938e-02 3.41016018e-02]
[ -9.99857179e-02 -1.44486784e-02 2.36848316e-02 8.69914380e-02
-3.37201145e-02 1.18723133e-01 2.66394802e-01 2.03056951e-02
-2.79718609e-01 -9.85310352e-02]
[ -2.05408637e-01 1.96521862e-02 -8.63551319e-02 -3.24828867e-01
1.18238475e-01 1.13275743e-01 6.03389167e-02 1.04292120e-01
-1.93042616e-01 5.21562696e-02]
[ 4.59269252e-02 -2.67640296e-01 -1.09762116e-01 -1.11115536e-01
2.11402671e-01 8.66483136e-03 6.53350120e-02 1.54464145e-01
-1.25485655e-01 -1.65735521e-01]
[ 1.53956776e-01 -1.23941773e-01 -1.35812294e-01 2.10740616e-03
1.36990137e-01 -6.35428923e-02 -4.35021040e-02 -1.47718614e-01
1.35839660e-01 -9.40026996e-02]
[ -1.21874898e-01 1.70495765e-01 2.55777885e-01 -3.02962901e-02
1.77117809e-01 9.21560183e-02 -2.53139109e-02 -2.98522892e-01
-1.29250333e-01 -6.21051504e-02]
[ -3.53881734e-01 1.10190027e-01 8.90529505e-03 -3.25034724e-02
1.29137542e-01 -1.67060902e-01 -5.33471184e-02 2.35426247e-01
-9.87519519e-02 8.08219803e-02]
[ 1.46934014e-01 1.22737487e-01 -2.41017989e-01 -9.90370489e-02
1.08667512e-01 -2.88533850e-01 1.72037416e-04 -1.67823451e-01
-9.12183625e-03 -1.90882506e-01]
[ 2.07899689e-01 -1.36773048e-01 5.91240561e-02 -2.77695340e-02
4.63259026e-02 -2.82534362e-02 -2.16064027e-02 -1.36768531e-01
1.05996900e-01 -1.81361490e-01]
[ -1.05544430e-01 -1.72662070e-02 1.19646250e-01 1.08141534e-01
8.32548308e-03 -1.10163575e-01 2.32786467e-01 -7.66815507e-02
1.83731517e-01 -3.30133107e-03]
[ 2.84444504e-02 -9.16189060e-02 2.19274289e-01 -2.09326682e-01
4.69985425e-02 1.02945407e-01 -2.63853676e-02 -1.12219938e-01
4.24914248e-02 2.68408079e-01]]
[[ 0.42308179]
[ 1.14661378]
[ 0.20307073]
[ 0.61703177]
[-2.08330085]
[-0.25323757]
[-1.32178251]
[-0.01040869]
[ 0.47474213]
[ 0.66514344]]
Progress: 12.4% ... Training loss: 0.374 ... Validation loss: 0.615[[ 1.58084468e-01 2.74410349e-01 -1.15375494e-01 1.04964330e-01
-5.73856975e-01 -6.71218534e-02 -1.05124936e-01 1.25317615e-01
-8.87307546e-02 2.08323586e-01]
[ 1.80694891e-02 1.79635390e-01 -1.85659557e-02 4.28580073e-02
8.68664854e-02 -7.00044917e-03 2.89325548e-01 4.13684567e-02
1.41183357e-01 -2.44771581e-02]
[ 2.08216152e-01 4.30766194e-01 3.81057895e-02 1.44783680e-01
-7.84227280e-03 -7.23971388e-02 -5.48203080e-01 -3.22628540e-02
1.22251236e-01 3.87729655e-01]
[ -3.84904766e-02 -3.42398540e-01 -2.49070602e-01 -9.68302103e-03
8.30650806e-02 1.75611313e-01 1.78970067e-01 5.55705889e-02
1.65623544e-03 5.16617641e-02]
[ -6.87548224e-03 2.00672651e-01 -1.50481041e-01 3.65811084e-02
1.33301495e-01 -1.77069827e-01 1.56996595e-02 -1.20154729e-01
-1.99497242e-01 3.49157068e-02]
[ -3.47182894e-01 -2.78182916e-01 -2.86351840e-01 1.42955836e-01
1.44100829e-01 5.15514960e-02 -1.25390277e-02 -3.48002672e-02
-9.01615077e-03 3.36026951e-02]
[ -6.92223057e-03 -1.40347677e-01 8.22085280e-03 9.44409945e-02
-5.85088256e-02 -7.03616195e-02 1.70505159e-01 -1.88707342e-01
1.78692504e-01 3.79262489e-02]
[ 1.14542076e-01 -1.92505942e-01 3.22542671e-02 -6.73933555e-02
1.68011814e-01 -4.29958082e-02 2.84485537e-02 1.23561283e-01
6.67687562e-02 -1.10015681e-02]
[ -1.50060236e-01 -9.94598787e-03 -2.97534047e-01 7.07240505e-03
-1.17280552e-01 6.02794528e-02 -2.87656205e-01 -2.65367190e-02
2.80635316e-01 -8.97812618e-02]
[ 5.54805919e-02 -2.04736652e-01 8.46728015e-02 1.66466846e-02
1.74184386e-01 -9.97820140e-02 1.83263650e-02 -9.71915725e-02
-1.46187601e-02 1.39196455e-01]
[ -7.92120813e-02 1.12842083e-01 -1.98062918e-03 -1.61409918e-01
2.71666527e-02 2.75448587e-02 7.15189294e-02 -1.01458288e-01
-2.55231071e-02 -1.25387834e-01]
[ -7.35277351e-02 6.40721598e-02 -5.41609424e-02 3.67134746e-02
2.06353132e-01 8.43543725e-02 -9.99836077e-02 -1.39704447e-02
-1.31226311e-01 -1.53481238e-01]
[ -1.55520737e-01 7.45530492e-03 6.26819126e-02 2.38920587e-02
-1.77609532e-01 -2.20536702e-01 -1.82181929e-01 -1.96914816e-01
8.88692226e-02 1.76555084e-01]
[ -2.05305930e-01 -1.07902595e-01 1.24137543e-01 2.81630101e-01
-1.65283481e-01 -8.73732097e-02 -1.56495776e-01 -2.54696823e-01
-1.98382605e-01 2.22833240e-02]
[ 1.14865306e-01 -4.06592847e-02 -1.92083028e-02 1.11493558e-01
-5.69189723e-03 -8.06111386e-02 1.03586347e-01 4.44126826e-03
2.65732247e-02 1.90525222e-02]
[ 2.89619648e-02 -4.63364004e-02 -2.14685967e-01 1.35162226e-01
-3.23751248e-02 9.34317583e-02 -7.57385229e-02 -2.00362869e-02
-1.05344531e-01 -1.43801909e-02]
[ -1.30847472e-01 -6.28100982e-02 -2.08252734e-01 1.43876619e-01
1.05180097e-03 1.39352839e-01 2.38775107e-02 -2.50316705e-01
5.68642881e-02 -2.13395890e-01]
[ -6.78187687e-02 -2.23435549e-02 2.77705322e-01 1.03301797e-01
1.02216008e-01 -6.36258009e-02 -1.43419612e-01 1.21280182e-01
7.18871603e-02 3.90660622e-02]
[ 4.23559445e-02 -2.41215659e-02 8.26793377e-02 7.68434155e-02
1.21097743e-01 -1.47328154e-02 2.76011971e-01 1.20297808e-01
-4.77410540e-02 -7.61477368e-02]
[ -4.36230753e-03 -1.75576575e-01 -2.95702263e-01 -6.41075991e-02
2.89696738e-01 -8.45466194e-02 2.01188297e-01 1.64425582e-01
9.42388130e-02 -4.50731912e-02]
[ 5.10009064e-02 1.99845921e-02 -1.19799840e-01 4.02134222e-02
-8.03424631e-02 3.26714966e-01 2.44228757e-01 2.05849260e-01
-1.68813252e-01 -5.44714295e-02]
[ 2.70207855e-02 3.76492061e-02 1.32081139e-01 1.37448492e-01
-1.09834836e-01 9.56615289e-02 -2.40916647e-01 -3.95655690e-02
2.30939111e-01 1.17267582e-01]
[ 1.01941883e-01 6.74058906e-02 -5.23685283e-02 -1.13215963e-01
-8.55363166e-02 -3.26630952e-01 1.16652553e-01 8.48222448e-03
1.34555973e-01 8.09568659e-02]
[ -9.89054949e-02 1.95174749e-02 -1.57952038e-02 2.13532252e-02
1.40941966e-02 -2.01979632e-01 -9.01177631e-02 -1.94930882e-02
1.31697165e-02 1.28026377e-01]
[ -1.28583420e-01 -1.19791810e-02 -1.90095706e-01 1.76518876e-02
-3.15589372e-01 -1.19755551e-02 -6.40118043e-02 -2.24054633e-02
2.00571452e-02 8.71909264e-02]
[ 3.15532557e-03 3.27043946e-02 -5.84378441e-02 -8.11095093e-02
3.82023588e-01 2.59523712e-01 4.31269984e-01 1.14812860e-01
-1.45596661e-01 -3.20493436e-01]
[ 2.38302651e-02 -2.34910632e-01 -1.00482893e-02 -1.65562166e-02
4.84520961e-01 8.10259716e-02 3.70430290e-01 9.35280422e-02
7.16349632e-02 -3.16490747e-01]
[ 4.29151770e-02 -3.05954444e-01 -2.75510329e-02 -6.32423021e-02
5.37346173e-01 8.00955329e-03 3.57448908e-01 5.02170602e-02
-3.27353333e-01 -1.67334432e-01]
[ -1.19540845e-01 -4.33137873e-01 1.40534790e-02 -1.35433004e-01
5.58185564e-01 -1.13625518e-01 4.54046845e-01 -7.98131200e-02
-1.57706988e-02 1.46097748e-01]
[ -2.46536755e-01 -2.52353858e-01 7.43590762e-02 6.11574491e-03
7.59401781e-01 1.23622379e-01 2.70774043e-01 4.98911529e-02
-4.74481206e-02 -7.92765640e-02]
[ -1.35135575e-01 -1.01862058e-01 2.81209971e-01 -1.52617001e-01
3.82259453e-01 -7.54630441e-02 4.79294891e-01 1.69816154e-02
-1.85570156e-01 6.27136858e-02]
[ -8.63707604e-02 -9.81445793e-02 -1.60740745e-01 -4.32775150e-02
3.08696804e-01 -2.49480528e-01 4.87977341e-02 1.71941868e-01
3.44093403e-02 -5.92783378e-02]
[ 1.12303774e-01 2.27166035e-01 1.63839163e-01 -9.16222103e-02
-7.28319233e-02 5.09340318e-02 -1.36098278e-01 2.84686174e-01
7.30662019e-02 1.70588532e-01]
[ 3.26070777e-01 2.50260091e-01 -9.42526494e-02 2.86829430e-01
-8.43847053e-01 -2.77337332e-01 -4.04104832e-01 1.77270617e-01
3.55937614e-01 -7.65573260e-02]
[ 5.64359324e-02 1.69305384e-01 2.56755802e-01 2.64728348e-01
-9.88985213e-02 -1.99460198e-01 -2.01047831e-01 -1.31949542e-01
-1.29237289e-01 -2.71762708e-01]
[ 3.71844937e-02 -1.38327607e-02 -1.11276399e-01 -3.41911387e-02
1.94573069e-01 3.55198595e-02 -4.48251347e-02 -1.83241028e-01
5.02155074e-02 2.28668380e-01]
[ -1.05009300e-02 -8.12879039e-02 -7.14050700e-02 -6.68062629e-02
3.85077726e-02 -1.68763818e-01 1.19271680e-01 9.65653981e-03
2.55821422e-02 -6.79682237e-03]
[ 1.13930919e-02 1.75153700e-02 2.37224045e-01 4.92298391e-02
-1.47613259e-01 -1.24044918e-01 1.68216889e-01 3.94767437e-02
-2.05503994e-01 8.70963431e-02]
[ 4.53172340e-02 -3.98343113e-02 9.62325711e-02 -2.99781507e-02
-1.20057825e-01 8.38648506e-02 1.42612232e-01 -2.71762751e-01
-4.58220161e-02 -1.25047374e-01]
[ -3.25207807e-02 2.73845291e-02 7.50882700e-02 -6.00601173e-02
6.28541738e-02 1.92768444e-01 1.60064361e-01 1.17515308e-01
-4.41217225e-02 1.48150242e-01]
[ 2.14655515e-01 4.02827430e-02 2.60133261e-02 7.27091031e-02
8.61320939e-02 -1.79247710e-02 -1.35463268e-01 1.48019955e-01
-6.08754831e-02 -2.57666731e-02]
[ 3.99689648e-03 -1.17700266e-01 -1.23560061e-03 -1.43567572e-02
-2.36425924e-01 -1.03385967e-01 -1.02449060e-01 3.95098342e-02
7.85519845e-02 1.42646913e-01]
[ -4.32883892e-02 3.98273079e-01 7.83639760e-02 2.92409653e-01
-7.40371410e-01 -2.67038939e-01 -4.73596335e-01 -7.67345526e-02
1.87454186e-01 2.20315277e-01]
[ 1.14260926e-01 4.03632861e-01 2.89116421e-02 3.21624361e-01
-5.48395883e-01 -4.83129197e-02 -3.06819564e-01 1.47919891e-01
1.22356505e-01 4.06498678e-01]
[ 2.39123391e-01 2.43505425e-01 2.34099859e-01 1.07195278e-01
-2.86586399e-01 9.44658232e-02 -1.46582845e-01 1.61854251e-01
2.09205942e-01 4.20922015e-02]
[ -8.45524941e-02 1.86474447e-01 2.36114981e-01 -2.00138051e-03
1.89664764e-02 1.37533013e-01 -6.35151187e-02 -1.55258593e-02
-4.76677024e-02 3.40961718e-02]
[ -1.00154968e-01 -1.49033409e-02 2.36081731e-02 8.67466816e-02
-3.28958397e-02 1.18817582e-01 2.66925813e-01 2.03096651e-02
-2.79908235e-01 -9.87938178e-02]
[ -2.05585595e-01 1.91901356e-02 -8.64424066e-02 -3.25106994e-01
1.19088628e-01 1.13383284e-01 6.08643326e-02 1.04296747e-01
-1.93218634e-01 5.18694844e-02]
[ 4.56496430e-02 -2.68323730e-01 -1.09897730e-01 -1.11537476e-01
2.12832668e-01 8.83571003e-03 6.62161478e-02 1.54471123e-01
-1.25798239e-01 -1.66178309e-01]
[ 1.54228681e-01 -1.23448576e-01 -1.35640940e-01 2.57756535e-03
1.35526932e-01 -6.37014548e-02 -4.41176235e-02 -1.47726553e-01
1.36297099e-01 -9.35331729e-02]
[ -1.21296752e-01 1.71895308e-01 2.56036264e-01 -2.94850785e-02
1.74691243e-01 9.18038127e-02 -2.71636009e-02 -2.98536946e-01
-1.28617368e-01 -6.12355281e-02]
[ -3.53927691e-01 1.10091182e-01 8.91670251e-03 -3.25516380e-02
1.29462428e-01 -1.67048683e-01 -5.33067575e-02 2.35426447e-01
-9.87560673e-02 8.08347461e-02]
[ 1.46976953e-01 1.22878517e-01 -2.41055387e-01 -9.90434417e-02
1.08834115e-01 -2.88571741e-01 1.21510308e-04 -1.67823192e-01
-9.14947219e-03 -1.90824586e-01]
[ 2.08098041e-01 -1.36154656e-01 5.92174279e-02 -2.74745872e-02
4.54471929e-02 -2.83673425e-02 -2.23050664e-02 -1.36773482e-01
1.06209670e-01 -1.81026107e-01]
[ -1.05386923e-01 -1.68290798e-02 1.19730815e-01 1.08363316e-01
7.50023067e-03 -1.10247875e-01 2.32236506e-01 -7.66852797e-02
1.83946800e-01 -3.09741381e-03]
[ 2.82690138e-02 -9.19666280e-02 2.19185618e-01 -2.09482204e-01
4.73957847e-02 1.02999609e-01 -2.58730773e-02 -1.12215877e-01
4.23650602e-02 2.67991541e-01]]
[[ 0.42968962]
[ 1.15330742]
[ 0.20941722]
[ 0.62306275]
[-2.07887496]
[-0.24885581]
[-1.31727801]
[-0.00608457]
[ 0.4817771 ]
[ 0.67087833]]
Progress: 12.4% ... Training loss: 0.369 ... Validation loss: 0.610[[ 1.60101467e-01 2.78785342e-01 -1.14339795e-01 1.07828925e-01
-5.81471377e-01 -6.82444562e-02 -1.10997525e-01 1.25288459e-01
-8.62753012e-02 2.11301859e-01]
[ 1.82072131e-02 1.80024518e-01 -1.84989100e-02 4.30706513e-02
8.61818966e-02 -7.08551570e-03 2.88971233e-01 4.13665019e-02
1.41347938e-01 -2.42597890e-02]
[ 2.07317360e-01 4.28456510e-01 3.77603601e-02 1.43310330e-01
-3.59928678e-03 -7.18752075e-02 -5.45754342e-01 -3.22493235e-02
1.21160547e-01 3.85983450e-01]
[ -3.97978573e-02 -3.44839452e-01 -2.49678685e-01 -1.11157903e-02
8.68963232e-02 1.76120775e-01 1.82466789e-01 5.55864437e-02
3.30338429e-04 4.98875429e-02]
[ -3.09628767e-03 2.08983679e-01 -1.48690653e-01 4.18702242e-02
1.16088842e-01 -1.78952378e-01 4.95212373e-03 -1.20208618e-01
-1.95188302e-01 4.03210521e-02]
[ -3.46368955e-01 -2.76557646e-01 -2.86012246e-01 1.44157827e-01
1.40982988e-01 5.10864660e-02 -1.46486689e-02 -3.48118007e-02
-8.03879659e-03 3.48368823e-02]
[ -6.12610065e-03 -1.38930678e-01 8.60736064e-03 9.54240692e-02
-6.11833708e-02 -7.07177189e-02 1.68139577e-01 -1.88717192e-01
1.79594626e-01 3.90612593e-02]
[ 1.15701115e-01 -1.89722181e-01 3.28752572e-02 -6.56493838e-02
1.62404593e-01 -4.37317787e-02 2.51578876e-02 1.23542774e-01
6.81804647e-02 -9.42800096e-03]
[ -1.49948614e-01 -9.81030360e-03 -2.97465727e-01 7.19176435e-03
-1.17366441e-01 6.02634199e-02 -2.87707635e-01 -2.65384764e-02
2.80751193e-01 -8.96453682e-02]
[ 5.80928495e-02 -1.98851971e-01 8.59407377e-02 2.03229028e-02
1.63595128e-01 -1.01203999e-01 1.10611174e-02 -9.72293861e-02
-1.16135410e-02 1.43006823e-01]
[ -7.88705171e-02 1.13104002e-01 -1.79468306e-03 -1.60935070e-01
2.58916697e-02 2.73543887e-02 7.08414560e-02 -1.01463135e-01
-2.50463002e-02 -1.25002947e-01]
[ -7.36008271e-02 6.38872737e-02 -5.41994131e-02 3.66108057e-02
2.06731877e-01 8.43936951e-02 -9.98582052e-02 -1.39694334e-02
-1.31301275e-01 -1.53597834e-01]
[ -1.55520737e-01 7.45530492e-03 6.26819126e-02 2.38920587e-02
-1.77609532e-01 -2.20536702e-01 -1.82181929e-01 -1.96914816e-01
8.88692226e-02 1.76555084e-01]
[ -2.05299719e-01 -1.08193687e-01 1.24136214e-01 2.81661512e-01
-1.65321970e-01 -8.73878503e-02 -1.56326001e-01 -2.54697034e-01
-1.98349306e-01 2.22497569e-02]
[ 1.15031910e-01 -4.03461568e-02 -1.91295113e-02 1.11764344e-01
-6.27383844e-03 -8.07133826e-02 1.03217241e-01 4.43905964e-03
2.67925200e-02 1.93456483e-02]
[ 2.97749863e-02 -4.42738469e-02 -2.14344205e-01 1.36286709e-01
-3.56254429e-02 9.29877869e-02 -7.81538267e-02 -2.00477490e-02
-1.04428448e-01 -1.31454070e-02]
[ -1.30111943e-01 -6.14838062e-02 -2.07885660e-01 1.44849339e-01
-1.72010943e-03 1.39017707e-01 2.18790993e-02 -2.50326006e-01
5.76978422e-02 -2.12345831e-01]
[ -6.78740113e-02 -2.25158524e-02 2.77677223e-01 1.03227829e-01
1.02487557e-01 -6.35946736e-02 -1.43264199e-01 1.21280972e-01
7.18237781e-02 3.89685491e-02]
[ 4.21283567e-02 -2.47355796e-02 8.25709545e-02 7.64448096e-02
1.22523936e-01 -1.45913506e-02 2.76501029e-01 1.20301313e-01
-4.80007329e-02 -7.65038805e-02]
[ -4.63886776e-03 -1.76211459e-01 -2.95823003e-01 -6.44719224e-02
2.90663004e-01 -8.44225779e-02 2.01971412e-01 1.64429156e-01
9.39552053e-02 -4.54524748e-02]
[ 5.11927837e-02 1.99649164e-02 -1.19705706e-01 4.04602717e-02
-8.07967051e-02 3.26623127e-01 2.43839161e-01 2.05846242e-01
-1.68597003e-01 -5.43645769e-02]
[ 2.82885376e-02 4.12258942e-02 1.32748574e-01 1.39332816e-01
-1.15798490e-01 9.48675161e-02 -2.44523724e-01 -3.95851837e-02
2.32450653e-01 1.19175893e-01]
[ 1.02216230e-01 6.80045947e-02 -5.22237038e-02 -1.12806104e-01
-8.68472064e-02 -3.26744524e-01 1.15938177e-01 8.47824971e-03
1.34873978e-01 8.13583152e-02]
[ -9.89094558e-02 1.94169298e-02 -1.57975217e-02 2.13432201e-02
1.41749380e-02 -2.01980088e-01 -9.00971873e-02 -1.94930602e-02
1.31668901e-02 1.28011494e-01]
[ -1.28594680e-01 -1.20623252e-02 -1.90113446e-01 1.76067515e-02
-3.15448171e-01 -1.19494540e-02 -6.39531902e-02 -2.24052204e-02
2.00256743e-02 8.71563943e-02]
[ 2.92268345e-03 3.19834813e-02 -5.85515114e-02 -8.14376910e-02
3.83138054e-01 2.59658032e-01 4.32067732e-01 1.14815761e-01
-1.45851143e-01 -3.20864160e-01]
[ 2.35785665e-02 -2.35819290e-01 -1.01805531e-02 -1.69452225e-02
4.85820064e-01 8.11742133e-02 3.71379399e-01 9.35317163e-02
7.13305983e-02 -3.16951036e-01]
[ 4.27231305e-02 -3.06584197e-01 -2.76454135e-02 -6.35210673e-02
5.38240883e-01 8.12303515e-03 3.58144864e-01 5.02196185e-02
-3.27565582e-01 -1.67638226e-01]
[ -1.20153339e-01 -4.34750209e-01 1.37532848e-02 -1.36343119e-01
5.60941649e-01 -1.13271312e-01 4.55881506e-01 -7.98042717e-02
-1.64337530e-02 1.45160204e-01]
[ -2.46810165e-01 -2.53187132e-01 7.42297401e-02 5.73631822e-03
7.60650237e-01 1.23776503e-01 2.71588149e-01 4.98947130e-02
-4.77335580e-02 -7.96873543e-02]
[ -1.35859435e-01 -1.03779600e-01 2.80866465e-01 -1.53672522e-01
3.85712397e-01 -7.50509453e-02 4.81415872e-01 1.69918034e-02
-1.86369498e-01 6.16111540e-02]
[ -8.64274583e-02 -9.82662363e-02 -1.60768864e-01 -4.33567017e-02
3.08926965e-01 -2.49448922e-01 4.89631055e-02 1.71942622e-01
3.43488111e-02 -5.93514541e-02]
[ 1.12820132e-01 2.28605778e-01 1.64107048e-01 -9.08168189e-02
-7.54308825e-02 5.06155282e-02 -1.37739451e-01 2.84678595e-01
7.36845713e-02 1.71427570e-01]
[ 3.27436907e-01 2.53582886e-01 -9.36515070e-02 2.88666177e-01
-8.48579891e-01 -2.78044450e-01 -4.08168729e-01 1.77252171e-01
3.57419996e-01 -7.44272380e-02]
[ 5.63574552e-02 1.69092037e-01 2.56729293e-01 2.64609712e-01
-9.84332409e-02 -1.99424335e-01 -2.00869360e-01 -1.31948332e-01
-1.29318533e-01 -2.71905148e-01]
[ 3.74240753e-02 -1.32250152e-02 -1.11165097e-01 -3.38216607e-02
1.93482372e-01 3.53743723e-02 -4.55270120e-02 -1.83244500e-01
5.04907559e-02 2.29034075e-01]
[ -1.06905176e-02 -8.18246598e-02 -7.15038082e-02 -6.71067236e-02
3.94455013e-02 -1.68648268e-01 1.19868538e-01 9.65950140e-03
2.53573217e-02 -7.11395190e-03]
[ 1.22406977e-02 1.98189578e-02 2.37638690e-01 5.04847340e-02
-1.51489265e-01 -1.24549321e-01 1.65825158e-01 3.94640813e-02
-2.04558953e-01 8.84026008e-02]
[ 4.56798021e-02 -3.88495478e-02 9.64035036e-02 -2.94770690e-02
-1.21599110e-01 8.36552180e-02 1.41485726e-01 -2.71766617e-01
-4.54290365e-02 -1.24545840e-01]
[ -3.24136287e-02 2.75858893e-02 7.51325948e-02 -5.99419332e-02
6.24459936e-02 1.92726423e-01 1.59698443e-01 1.17514181e-01
-4.40243647e-02 1.48186727e-01]
[ 2.15106611e-01 4.14698869e-02 2.62270619e-02 7.33600294e-02
8.40233308e-02 -1.81841629e-02 -1.36817198e-01 1.48013452e-01
-6.03654953e-02 -2.50689636e-02]
[ 3.80589848e-03 -1.18147420e-01 -1.34124305e-03 -1.46616071e-02
-2.35474971e-01 -1.03286482e-01 -1.01957683e-01 3.95129503e-02
7.83157661e-02 1.42366887e-01]
[ -4.23486042e-02 3.99649565e-01 7.88287426e-02 2.93664782e-01
-7.44270431e-01 -2.67449451e-01 -4.75889239e-01 -7.67476291e-02
1.88519043e-01 2.21615649e-01]
[ 1.15179105e-01 4.06151459e-01 2.93977731e-02 3.23012749e-01
-5.52843005e-01 -4.88868481e-02 -3.09483663e-01 1.47905532e-01
1.23471554e-01 4.07848958e-01]
[ 2.39039436e-01 2.43416860e-01 2.34099869e-01 1.07175532e-01
-2.86553865e-01 9.44824519e-02 -1.46416843e-01 1.61854513e-01
2.09194591e-01 4.20420995e-02]
[ -8.45103419e-02 1.86600955e-01 2.36135678e-01 -1.93702663e-03
1.87330728e-02 1.37505731e-01 -6.36874860e-02 -1.55266880e-02
-4.76114540e-02 3.41375918e-02]
[ -1.00135709e-01 -1.48457820e-02 2.36242525e-02 8.67826425e-02
-3.30253803e-02 1.18797080e-01 2.66839335e-01 2.03091076e-02
-2.79879224e-01 -9.87628211e-02]
[ -2.05569575e-01 1.92265917e-02 -8.64354041e-02 -3.25084537e-01
1.19025402e-01 1.13378407e-01 6.09130141e-02 1.04296673e-01
-1.93198627e-01 5.18891838e-02]
[ 4.55903532e-02 -2.68494805e-01 -1.09928614e-01 -1.11628177e-01
2.13093794e-01 8.87062887e-03 6.64003876e-02 1.54471990e-01
-1.25864623e-01 -1.66270739e-01]
[ 1.54054045e-01 -1.23958040e-01 -1.35738470e-01 2.33947979e-03
1.36964455e-01 -6.36047295e-02 -4.33947347e-02 -1.47723996e-01
1.36078921e-01 -9.38602886e-02]
[ -1.21929785e-01 1.70183134e-01 2.55772349e-01 -3.04385146e-02
1.78238070e-01 9.21805955e-02 -2.53754614e-02 -2.98528798e-01
-1.29283198e-01 -6.21580719e-02]
[ -3.53028426e-01 1.11526707e-01 9.33339698e-03 -3.13884955e-02
1.25841363e-01 -1.67434440e-01 -5.56491108e-02 2.35414529e-01
-9.77617245e-02 8.20860738e-02]
[ 1.47599516e-01 1.24263655e-01 -2.40802936e-01 -9.81605440e-02
1.06068831e-01 -2.88932518e-01 -1.59878047e-03 -1.67831825e-01
-8.44676636e-03 -1.89908802e-01]
[ 2.08894017e-01 -1.33857714e-01 5.96568748e-02 -2.62390914e-02
4.13760539e-02 -2.88830659e-02 -2.47309144e-02 -1.36786154e-01
1.07201082e-01 -1.79771398e-01]
[ -1.05341787e-01 -1.72428116e-02 1.19746867e-01 1.08354566e-01
8.03433262e-03 -1.10237903e-01 2.32467818e-01 -7.66859714e-02
1.83995640e-01 -3.09846434e-03]
[ 2.95944731e-02 -8.84871490e-02 2.19837831e-01 -2.07515071e-01
4.08493239e-02 1.02205254e-01 -2.99442435e-02 -1.12234317e-01
4.39188299e-02 2.69899089e-01]]
[[ 0.44641181]
[ 1.17186196]
[ 0.22251384]
[ 0.64084924]
[-2.07317054]
[-0.23878408]
[-1.30831572]
[ 0.00716427]
[ 0.49678795]
[ 0.68850098]]
Progress: 12.5% ... Training loss: 0.368 ... Validation loss: 0.601[[ 0.16102622 0.28018458 -0.11379976 0.10919022 -0.58553761 -0.06874091
-0.11296795 0.12530674 -0.08497831 0.21208242]
[ 0.01792932 0.17933264 -0.01864193 0.04265459 0.08734581 -0.00693896
0.28977979 0.04136197 0.14102687 -0.02469267]
[ 0.21084926 0.43527577 0.0396173 0.14848142 -0.02048563 -0.07370661
-0.55451536 -0.03218898 0.12552516 0.39058126]
[-0.04345214 -0.35298388 -0.25148687 -0.01644652 0.10442192 0.17804877
0.19259788 0.0555233 -0.00391241 0.04475811]
[ 0.00274624 0.22043086 -0.145491 0.05066455 0.08594542 -0.18203015
-0.00986782 -0.12010692 -0.18828203 0.04849849]
[-0.34740283 -0.27917645 -0.28659203 0.14254792 0.14589999 0.05166661
-0.01150295 -0.03482912 -0.0092412 0.03312315]
[-0.0067005 -0.14058581 0.0083137 0.09444596 -0.05799028 -0.07039783
0.16976095 -0.18872597 0.17900249 0.03804735]
[ 0.11653153 -0.18873061 0.03338596 -0.06431841 0.15737102 -0.04416245
0.02374667 0.123559 0.0693651 -0.00863467]
[-0.15083519 -0.01222169 -0.2978155 0.00592076 -0.11334019 0.06077608
-0.28503994 -0.02655293 0.27982379 -0.09105296]
[ 0.05779113 -0.20032347 0.08590296 0.01986845 0.16444531 -0.10101787
0.01264728 -0.09723113 -0.01162834 0.141984 ]
[-0.07983342 0.11062268 -0.00231343 -0.16231832 0.03022697 0.02786646
0.07359392 -0.10147854 -0.02605752 -0.12650416]
[-0.07391833 0.06237557 -0.05430543 0.03605378 0.20830539 0.084624
-0.09846421 -0.01397502 -0.13170176 -0.15426191]
[-0.15560304 0.00722607 0.06263194 0.02375873 -0.17726577 -0.22048318
-0.18189098 -0.1969164 0.08875843 0.1764013 ]
[-0.20572633 -0.10925276 0.12390059 0.28094453 -0.1631847 -0.08712423
-0.15488736 -0.25470457 -0.19887939 0.02145922]
[ 0.1146219 -0.04138257 -0.01933858 0.11116429 -0.00442244 -0.08049985
0.10442741 0.00443243 0.02632536 0.01870554]
[ 0.02957901 -0.04479971 -0.21447116 0.13596678 -0.03443232 0.09309566
-0.07757296 -0.02005044 -0.10461811 -0.0134535 ]
[-0.13005366 -0.06127326 -0.20784814 0.1449423 -0.00202689 0.13896594
0.0214745 -0.25032453 0.05778874 -0.21221845]
[-0.06836962 -0.02374306 0.27741925 0.10249884 0.10471605 -0.06332928
-0.14182938 0.12127268 0.07127452 0.03819331]
[ 0.04183008 -0.02595901 0.08241543 0.07591967 0.12394316 -0.01439505
0.27760951 0.12029684 -0.04828696 -0.07705133]
[-0.003813 -0.17464947 -0.29538445 -0.06326079 0.28638069 -0.08482141
0.19988779 0.16444303 0.09488939 -0.04436523]
[ 0.05128325 0.01986828 -0.11962208 0.04059625 -0.08139068 0.32654977
0.24379579 0.20584892 -0.16842312 -0.05441423]
[ 0.02795844 0.0402129 0.13261369 0.13895906 -0.11459503 0.09501529
-0.24330535 -0.03958989 0.2322607 0.11854048]
[ 0.10189776 0.06711935 -0.05234004 -0.11325902 -0.08543442 -0.32653363
0.11698268 0.00847312 0.13455277 0.08081621]
[-0.09893191 0.01935891 -0.01580388 0.02130814 0.01429458 -0.20195745
-0.09000423 -0.01949357 0.01314198 0.12798393]
[-0.12873623 -0.01240372 -0.19014293 0.01739148 -0.31472773 -0.01187149
-0.06352684 -0.02240759 0.01984787 0.08691604]
[ 0.00273167 0.03142915 -0.05865835 -0.08174741 0.38408476 0.25976482
0.43269217 0.11481248 -0.14609014 -0.32119697]
[ 0.02293187 -0.23744402 -0.01050511 -0.01790911 0.48879527 0.08153404
0.37330605 0.09352121 0.07061686 -0.31798611]
[ 0.04260636 -0.30687314 -0.02769613 -0.06369145 0.53869523 0.0081825
0.35848828 0.05021777 -0.32769663 -0.16782114]
[-0.1209709 -0.43675046 0.01334989 -0.13752819 0.56460455 -0.11282912
0.45825448 -0.07981768 -0.01732083 0.14392224]
[-0.24720328 -0.25418826 0.0740331 0.00516636 0.76203724 0.12398062
0.27273841 0.04988844 -0.04815841 -0.08028133]
[-0.13685314 -0.10639668 0.28038215 -0.15511842 0.39020902 -0.07454223
0.48413591 0.01697642 -0.18746498 0.06008124]
[-0.08659449 -0.09867838 -0.16085745 -0.04361217 0.30966728 -0.24936254
0.04946977 0.17193988 0.03415219 -0.05961388]
[ 0.11261889 0.22812409 0.16400478 -0.09111509 -0.07437532 0.0507156
-0.13718707 0.28467504 0.07349827 0.17109337]
[ 0.32727163 0.2532846 -0.09371315 0.28845133 -0.84796551 -0.27795939
-0.40766659 0.17724977 0.35724503 -0.07465495]
[ 0.05614438 0.16850854 0.25661895 0.26429175 -0.09738516 -0.19930923
-0.20024484 -0.13195191 -0.12957164 -0.27224148]
[ 0.03765373 -0.01272723 -0.11108514 -0.03347827 0.19233922 0.03526225
-0.04621271 -0.18324043 0.05074777 0.22940192]
[-0.01055621 -0.08155051 -0.07143982 -0.06692721 0.03886894 -0.16870327
0.11949491 0.00966139 0.0254929 -0.00696098]
[ 0.01242868 0.02033962 0.23772577 0.05073664 -0.15232433 -0.12461975
0.16531869 0.03946666 -0.20435759 0.0887293 ]
[ 0.04543411 -0.03958922 0.09625103 -0.02989979 -0.12022876 0.08379792
0.14226235 -0.27177132 -0.04570327 -0.12512726]
[-0.03246973 0.02716459 0.07510015 -0.0600591 0.06276754 0.19279415
0.15995312 0.11751271 -0.04409419 0.1479743 ]
[ 0.21625771 0.04443941 0.02684547 0.07511367 0.07819495 -0.01882111
-0.13990877 0.14803329 -0.0589681 -0.02338947]
[ 0.0035635 -0.11875458 -0.00145849 -0.01499994 -0.23431924 -0.10316035
-0.10128463 0.03950913 0.07804788 0.14200871]
[-0.04101248 0.40210742 0.07953868 0.29549851 -0.75007021 -0.268082
-0.47902564 -0.07672566 0.19003249 0.22346689]
[ 0.11553692 0.40682496 0.029625 0.32353007 -0.55437274 -0.04910946
-0.31045921 0.14791281 0.1239636 0.40825572]
[ 0.23920911 0.24393806 0.23422436 0.10752981 -0.28769614 0.09436611
-0.14698312 0.1618585 0.20947652 0.0423733 ]
[-0.08457695 0.1864281 0.23609908 -0.00203919 0.01912924 0.13754405
-0.06343814 -0.0155278 -0.04770393 0.03401294]
[-0.10033963 -0.0153645 0.02352734 0.08649167 -0.03209562 0.11890505
0.26740208 0.02030581 -0.28010709 -0.09907615]
[-0.20572926 0.01880792 -0.0865158 -0.32531742 0.1197854 0.11346466
0.06138317 0.10429404 -0.19337416 0.05165716]
[ 0.04523916 -0.2693628 -0.11010686 -0.11215432 0.21473683 0.00906182
0.06744947 0.15446609 -0.12627071 -0.16683352]
[ 0.15517002 -0.12104997 -0.1352167 0.00396717 0.13143625 -0.06415834
-0.04665955 -0.14770627 0.1373608 -0.09211308]
[-0.12218408 0.16888945 0.25561842 -0.03088867 0.17910411 0.0923709
-0.02418284 -0.29853307 -0.12961727 -0.06267767]
[-0.35345922 0.1103906 0.00912498 -0.03202536 0.12768457 -0.16720024
-0.05434821 0.23540756 -0.09824434 0.08138142]
[ 0.14624159 0.12067341 -0.24145443 -0.10026343 0.11313003 -0.28816847
0.00226741 -0.16785455 -0.0099857 -0.1920849 ]
[ 0.20804535 -0.13629201 0.05928733 -0.0274876 0.04527935 -0.02843397
-0.02199711 -0.13679897 0.10633806 -0.18113613]
[-0.10531301 -0.01738242 0.11980095 0.10835397 0.00819928 -0.11024713
0.23233913 -0.07668419 0.18405226 -0.0031718 ]
[ 0.02967697 -0.08849502 0.21993284 -0.20723182 0.03964161 0.10211245
-0.02962069 -0.11223138 0.04426169 0.26964841]]
[[ 4.44922472e-01]
[ 1.17694489e+00]
[ 2.15871048e-01]
[ 6.37479443e-01]
[ -2.08596038e+00]
[ -2.50218503e-01]
[ -1.32546711e+00]
[ -2.87626511e-04]
[ 4.89225179e-01]
[ 6.87612684e-01]]
Progress: 12.6% ... Training loss: 0.366 ... Validation loss: 0.593[[ 0.16305786 0.28416042 -0.11280836 0.11193846 -0.59281543 -0.06975812
-0.1171009 0.12530545 -0.08271126 0.21462308]
[ 0.01783626 0.17907612 -0.0186875 0.04252492 0.08778981 -0.0068863
0.29004528 0.04136203 0.14092306 -0.02482857]
[ 0.21131287 0.43532859 0.03983465 0.1486787 -0.02142991 -0.07370855
-0.55379953 -0.03218917 0.12580438 0.39022811]
[-0.0450583 -0.35601545 -0.25219172 -0.01836474 0.10966561 0.1787751
0.19580713 0.05552424 -0.00560052 0.04295671]
[ 0.00365461 0.22117849 -0.14507642 0.05162594 0.08366222 -0.18235066
-0.01083212 -0.12010736 -0.18734893 0.04941038]
[-0.34680634 -0.27827473 -0.28634524 0.1434292 0.14352518 0.05135266
-0.01262239 -0.03482951 -0.00855445 0.03399807]
[-0.00581347 -0.1383608 0.00872206 0.09565305 -0.0613508 -0.07085732
0.16731243 -0.18872651 0.17994944 0.03920593]
[ 0.11709312 -0.18815506 0.03366267 -0.06363851 0.15520273 -0.04440459
0.02339895 0.12355868 0.06994609 -0.0082859 ]
[-0.15022733 -0.01139423 -0.29750937 0.00661045 -0.11512984 0.06050586
-0.28571049 -0.02655329 0.28042106 -0.09038121]
[ 0.05978277 -0.19702901 0.08683722 0.02246139 0.15697332 -0.10197382
0.00914953 -0.09723236 -0.00944587 0.14430907]
[-0.07919833 0.11215242 -0.0020253 -0.16146277 0.02790857 0.02752323
0.0721177 -0.1014789 -0.02544506 -0.12570904]
[-0.07389209 0.06208112 -0.05428982 0.03606327 0.20840253 0.08463738
-0.09807647 -0.01397503 -0.13168474 -0.1543281 ]
[-0.15560304 0.00722607 0.06263194 0.02375873 -0.17726577 -0.22048318
-0.18189098 -0.1969164 0.08875843 0.1764013 ]
[-0.20575058 -0.10952257 0.1238944 0.28094633 -0.16304693 -0.0871336
-0.15461195 -0.25470456 -0.19888656 0.02144217]
[ 0.11492821 -0.04095828 -0.0191994 0.11163645 -0.00561347 -0.08067361
0.10379351 0.00443222 0.02668999 0.01913803]
[ 0.02977325 -0.04448342 -0.21438975 0.13621208 -0.03539319 0.09303007
-0.07794764 -0.02005056 -0.10443491 -0.01319766]
[-0.12918974 -0.05916474 -0.20745542 0.14613485 -0.00541156 0.13849702
0.01904525 -0.25032505 0.05874649 -0.21092934]
[-0.06799943 -0.02264605 0.27760239 0.10307106 0.10289081 -0.06354235
-0.14289256 0.12127242 0.07169029 0.03878021]
[ 0.04161743 -0.02697172 0.08226723 0.07546323 0.12556443 -0.01422616
0.27857406 0.12029704 -0.04858583 -0.07764878]
[-0.00281977 -0.17242493 -0.29485831 -0.06179627 0.28160321 -0.08534106
0.19762574 0.16444236 0.09602323 -0.0431058 ]
[ 0.05093188 0.01903503 -0.11979865 0.04008051 -0.07981878 0.32674865
0.24485286 0.20584915 -0.16881476 -0.05493929]
[ 0.02838675 0.0404985 0.13281176 0.13939487 -0.11519124 0.0948431
-0.2433245 -0.03959015 0.23269112 0.11885209]
[ 0.1018449 0.0670323 -0.05235481 -0.11334898 -0.08516482 -0.32651189
0.11712366 0.00847315 0.13446874 0.08071493]
[-0.09836924 0.02069477 -0.01554614 0.02209107 0.01168994 -0.202268
-0.09161713 -0.01949392 0.01374132 0.12883867]
[-0.12916099 -0.01346327 -0.1903376 0.0167443 -0.31268139 -0.01161371
-0.06215599 -0.0224073 0.0193566 0.08622075]
[ 0.00265693 0.03102662 -0.05870473 -0.08186029 0.3845565 0.25981456
0.43313141 0.11481252 -0.14618136 -0.32138606]
[ 0.02264048 -0.2382649 -0.01065439 -0.01835123 0.49022413 0.08170752
0.37418496 0.0935214 0.07028229 -0.31842733]
[ 0.04231295 -0.30759738 -0.02784144 -0.06411335 0.53998976 0.00834935
0.35936614 0.05021797 -0.32802893 -0.1682747 ]
[-0.12111279 -0.43708782 0.01328586 -0.1377443 0.56530071 -0.11274528
0.45863854 -0.07981758 -0.0174881 0.14368993]
[-0.24719462 -0.25418977 0.07403926 0.00518525 0.7619942 0.12397393
0.27271325 0.04988843 -0.04814194 -0.08026216]
[-0.13692371 -0.10669281 0.28036473 -0.15515751 0.3904418 -0.0745251
0.48448709 0.01697645 -0.18753024 0.06000516]
[-0.08679221 -0.09926136 -0.16096822 -0.04391845 0.31075981 -0.24923969
0.05017126 0.17194003 0.03392882 -0.05996461]
[ 0.11293809 0.22884116 0.1641401 -0.09067428 -0.07598255 0.05053826
-0.138159 0.28467483 0.07389113 0.17158806]
[ 0.32737251 0.25382477 -0.09361455 0.28865481 -0.84840532 -0.27803343
-0.40793086 0.1772497 0.35738048 -0.07448029]
[ 0.05616812 0.16857057 0.25663469 0.264312 -0.09747664 -0.19931959
-0.20031582 -0.13195193 -0.12955756 -0.27220107]
[ 0.03754755 -0.01301366 -0.11113728 -0.03364289 0.19286631 0.03532459
-0.04589648 -0.18324035 0.05062144 0.22923034]
[-0.01015967 -0.08064631 -0.07127716 -0.06638095 0.03715475 -0.16892319
0.11846131 0.00966116 0.02591246 -0.00638933]
[ 0.01270151 0.02122457 0.23785594 0.05112242 -0.15329005 -0.12477469
0.16450685 0.0394665 -0.20409136 0.08912263]
[ 0.04556414 -0.03936571 0.09630464 -0.02973081 -0.12090921 0.08374207
0.14195569 -0.2717714 -0.04559033 -0.12492942]
[-0.03255411 0.02688213 0.07505027 -0.06019512 0.06324332 0.19284639
0.16024144 0.11751277 -0.04417993 0.1478268 ]
[ 0.21605506 0.04396514 0.02671455 0.07475193 0.07945029 -0.01869531
-0.1393305 0.14803346 -0.05926081 -0.02374397]
[ 0.00395203 -0.11770223 -0.0012806 -0.01442397 -0.23604513 -0.10336857
-0.10242461 0.03950887 0.07849041 0.14247586]
[-0.03952778 0.4045679 0.08024804 0.29741484 -0.75574376 -0.26876752
-0.48172724 -0.07672661 0.19163245 0.22539821]
[ 0.11678064 0.40946458 0.03025575 0.32525949 -0.55975814 -0.04978131
-0.31334386 0.14791201 0.12535702 0.40977388]
[ 0.23932364 0.24440593 0.23429391 0.10776101 -0.2883836 0.09427334
-0.14732311 0.16185839 0.2096276 0.04258433]
[-0.08416899 0.18748078 0.23629284 -0.00146075 0.01725796 0.13732092
-0.06465246 -0.01552807 -0.0472642 0.03461175]
[-0.10027839 -0.01520599 0.02356857 0.08659382 -0.03241304 0.11886657
0.26719195 0.02030577 -0.2800257 -0.09896475]
[-0.20588432 0.0184387 -0.08659266 -0.32554452 0.12052666 0.11354983
0.06184009 0.10429414 -0.19353688 0.05144476]
[ 0.04455756 -0.27141846 -0.11045067 -0.11318642 0.21803041 0.00945568
0.06956589 0.15446656 -0.12704296 -0.16788013]
[ 0.15571306 -0.11987439 -0.13496607 0.00476089 0.12880393 -0.06444672
-0.04800928 -0.1477066 0.1379879 -0.09135746]
[-0.12126611 0.17102338 0.25606722 -0.02958005 0.17546296 0.09185938
-0.02648621 -0.29853366 -0.12858352 -0.06139723]
[-0.35284899 0.1105261 0.0094303 -0.03138107 0.12599993 -0.16742821
-0.05422781 0.23540721 -0.09763675 0.08168367]
[ 0.1466154 0.12106072 -0.24131993 -0.09984175 0.11199279 -0.28831707
0.00171671 -0.16785475 -0.00966022 -0.19168177]
[ 0.20823999 -0.13561732 0.05940689 -0.02722321 0.04470471 -0.02855048
-0.02261068 -0.13679909 0.10654551 -0.18074397]
[-0.10547518 -0.0177096 0.11971299 0.10813675 0.0089424 -0.11017285
0.23279219 -0.07668408 0.18385679 -0.00343114]
[ 0.02985242 -0.08814511 0.21999999 -0.20698931 0.03887522 0.10204537
-0.029963 -0.11223147 0.04446773 0.26982815]]
[[ 0.4573397 ]
[ 1.1936098 ]
[ 0.22837949]
[ 0.65281484]
[-2.08030624]
[-0.24173577]
[-1.31826752]
[ 0.00991646]
[ 0.50330208]
[ 0.70306879]]
Progress: 12.6% ... Training loss: 0.373 ... Validation loss: 0.592[[ 0.16105612 0.27952328 -0.11385778 0.10899143 -0.58348809 -0.06869805
-0.11106512 0.1252615 -0.08494542 0.21158056]
[ 0.01770744 0.17885321 -0.01874188 0.04234981 0.08839448 -0.00682555
0.29032212 0.0413594 0.1407835 -0.02498706]
[ 0.20791639 0.42828719 0.03810718 0.14360079 -0.00641009 -0.07189672
-0.54490531 -0.03226485 0.12209173 0.38533868]
[-0.04422961 -0.35504417 -0.25189176 -0.01738247 0.10655692 0.17850423
0.19320332 0.0555392 -0.00482246 0.04391953]
[ 0.0044835 0.22402598 -0.14455721 0.05294481 0.07941145 -0.18290275
-0.01366952 -0.12008725 -0.18633064 0.05086264]
[-0.34709544 -0.27909713 -0.28647222 0.14310521 0.14479633 0.05147671
-0.01148439 -0.03483477 -0.00883193 0.03354799]
[-0.00780043 -0.14310579 0.00773279 0.09284185 -0.05236445 -0.06983768
0.17291914 -0.18876887 0.17777807 0.03624621]
[ 0.11637895 -0.18963894 0.03327338 -0.06469967 0.15818741 -0.04402744
0.02543149 0.12354251 0.06916562 -0.00938168]
[-0.14977511 -0.01061344 -0.29729004 0.00730212 -0.11707536 0.06027188
-0.28678386 -0.0265426 0.28086174 -0.08968456]
[ 0.05848722 -0.20026868 0.08619788 0.02075068 0.1625509 -0.10135646
0.01343809 -0.09725892 -0.01088342 0.14243797]
[-0.08017753 0.10975743 -0.0025415 -0.16287243 0.03277385 0.02804953
0.07485525 -0.10149953 -0.02650999 -0.12719588]
[-0.07415535 0.06144529 -0.05442051 0.03567895 0.20925632 0.08478058
-0.0973987 -0.01398095 -0.1319709 -0.15477908]
[-0.15560304 0.00722607 0.06263194 0.02375873 -0.17726577 -0.22048318
-0.18189098 -0.1969164 0.08875843 0.1764013 ]
[-0.2058356 -0.10994102 0.12387038 0.28088023 -0.16271459 -0.08711331
-0.15417852 -0.25470555 -0.1989535 0.021318 ]
[ 0.11458359 -0.04170503 -0.01935982 0.1111714 -0.00405711 -0.08050603
0.10484449 0.00442512 0.02633387 0.01860458]
[ 0.03004192 -0.04378543 -0.21427147 0.13660919 -0.03668502 0.09288233
-0.07862278 -0.02004457 -0.10413861 -0.01280092]
[-0.12947088 -0.05975026 -0.20759502 0.1457689 -0.00399277 0.1386276
0.01980746 -0.25033089 0.05844417 -0.21133388]
[-0.06941103 -0.02609024 0.27691046 0.10105867 0.10917477 -0.06280117
-0.139015 0.12124212 0.07015231 0.03668301]
[ 0.04105476 -0.02847202 0.08196685 0.07460403 0.12820014 -0.01390738
0.28034473 0.12028428 -0.04924756 -0.07853356]
[-0.00297587 -0.17250862 -0.29494434 -0.06203047 0.28224992 -0.08527484
0.19789539 0.16443872 0.09585603 -0.0432149 ]
[ 0.0510153 0.01928978 -0.11975168 0.04024737 -0.08042088 0.32668602
0.24460295 0.20585171 -0.168683 -0.05484007]
[ 0.02797491 0.03945394 0.13260907 0.13878804 -0.11345062 0.09507139
-0.24189455 -0.03959899 0.23225252 0.11818468]
[ 0.10155879 0.06635389 -0.05248863 -0.11373747 -0.08386922 -0.32635325
0.11798915 0.00846708 0.13417251 0.08030216]
[-0.09775656 0.02200879 -0.01525328 0.02299018 0.00901219 -0.20259556
-0.09341558 -0.01948029 0.01434845 0.12973766]
[-0.12912466 -0.01349867 -0.19034305 0.01677474 -0.31272315 -0.01162049
-0.06218852 -0.02240702 0.01935987 0.0862503 ]
[ 0.00263777 0.03088288 -0.05871639 -0.08186444 0.38456797 0.25982699
0.43330172 0.11481231 -0.14618815 -0.32143062]
[ 0.02220131 -0.23957771 -0.01088231 -0.01902425 0.49216366 0.08194803
0.37563765 0.09351132 0.06979026 -0.31917059]
[ 0.04106052 -0.31076285 -0.02848302 -0.06596671 0.54584618 0.00902965
0.36313946 0.05019004 -0.32945423 -0.17026511]
[-0.12149032 -0.43808646 0.01311459 -0.13824248 0.56667282 -0.11256418
0.45978868 -0.07982504 -0.01785815 0.1432095 ]
[-0.24728432 -0.25444201 0.07400424 0.00505462 0.7623149 0.12402226
0.2729834 0.04988645 -0.04824018 -0.08040255]
[-0.13700346 -0.1068916 0.2803241 -0.1552772 0.39078941 -0.07448082
0.48467177 0.01697464 -0.18762152 0.0598764 ]
[-0.08692536 -0.09954142 -0.1610357 -0.04410652 0.31136226 -0.24916825
0.05056173 0.17193719 0.03379744 -0.06015642]
[ 0.11293809 0.22884116 0.1641401 -0.09067428 -0.07598255 0.05053826
-0.138159 0.28467483 0.07389113 0.17158806]
[ 0.32809669 0.25554274 -0.09327299 0.28973119 -0.85142777 -0.27842176
-0.41006106 0.17726584 0.35812026 -0.07338585]
[ 0.05612199 0.16847069 0.25660917 0.2642361 -0.09723849 -0.19929178
-0.20016114 -0.13195306 -0.12961921 -0.27228034]
[ 0.0374321 -0.01345122 -0.11121328 -0.03380515 0.19337711 0.03538683
-0.04552244 -0.18324265 0.05048664 0.22908274]
[-0.01063246 -0.08186161 -0.07151672 -0.06706682 0.03934885 -0.16866792
0.1198472 0.00965077 0.02540973 -0.00712045]
[ 0.01282786 0.02176803 0.23791753 0.0513314 -0.15401544 -0.12487054
0.16410988 0.0394694 -0.2039396 0.08928672]
[ 0.0456221 -0.03906715 0.09633797 -0.02963286 -0.12115776 0.08371539
0.14175439 -0.27176999 -0.04552269 -0.12481836]
[-0.03256642 0.02695461 0.07503472 -0.06020672 0.06330279 0.19285557
0.16015751 0.11751219 -0.04419172 0.14782209]
[ 0.21639355 0.04481893 0.02689349 0.07525118 0.07785856 -0.01888002
-0.14004552 0.14804135 -0.05889293 -0.02320443]
[ 0.0037338 -0.11816753 -0.0013813 -0.01472629 -0.23501601 -0.10327692
-0.1019489 0.03950449 0.07826671 0.14218677]
[-0.03930518 0.40514492 0.08034939 0.29773129 -0.7565466 -0.26888307
-0.48239812 -0.0767222 0.1918783 0.22574674]
[ 0.11678147 0.40946699 0.0302562 0.32526074 -0.5597624 -0.04978181
-0.31334636 0.14791203 0.12535804 0.40977506]
[ 0.23940783 0.24465395 0.23434176 0.10789995 -0.28881206 0.09422164
-0.14757492 0.16186052 0.20972485 0.0427252 ]
[-0.08424493 0.18743832 0.236271 -0.0014978 0.0174244 0.13733263
-0.06447988 -0.01552841 -0.04729911 0.03453959]
[-0.10029523 -0.01528859 0.02356994 0.08659959 -0.03239542 0.11886919
0.26723707 0.02030576 -0.28004244 -0.09898156]
[-0.20622193 0.01758405 -0.08676984 -0.32604993 0.12209199 0.11374149
0.06277576 0.10428668 -0.19392787 0.05092883]
[ 0.04415116 -0.27245317 -0.1106514 -0.11378856 0.21991942 0.00967534
0.07078689 0.15445745 -0.12751039 -0.16851244]
[ 0.15676189 -0.1172793 -0.13439487 0.00645453 0.12375843 -0.0650422
-0.05067678 -0.1476816 0.13926332 -0.08964805]
[-0.12178521 0.16969877 0.25581342 -0.03027565 0.17784181 0.0921202
-0.0251056 -0.29854351 -0.1291538 -0.06214238]
[-0.3537539 0.1083665 0.008975 -0.0326788 0.13002153 -0.16698058
-0.05172728 0.23538773 -0.09864316 0.08040615]
[ 0.14604073 0.11931584 -0.24164731 -0.10078081 0.11501136 -0.28799259
0.00358905 -0.16786864 -0.01041817 -0.19269514]
[ 0.20769674 -0.13695245 0.05911908 -0.02803834 0.04732534 -0.02824578
-0.02095854 -0.13681121 0.10594807 -0.18162678]
[-0.1068718 -0.02112523 0.11901629 0.10615395 0.01493461 -0.10943806
0.2367121 -0.07671425 0.18235035 -0.00553433]
[ 0.03020413 -0.08703087 0.22016356 -0.20645731 0.03718551 0.10185527
-0.03091716 -0.11222408 0.04484218 0.27033185]]
[[ 4.45778802e-01]
[ 1.18149348e+00]
[ 2.15130660e-01]
[ 6.40739668e-01]
[ -2.09450016e+00]
[ -2.50777201e-01]
[ -1.32940088e+00]
[ -9.51950608e-04]
[ 4.91916322e-01]
[ 6.89220186e-01]]
Progress: 12.7% ... Training loss: 0.364 ... Validation loss: 0.593[[ 0.16049322 0.27706605 -0.11414736 0.10792614 -0.57961754 -0.06829068
-0.10874977 0.12526265 -0.08557156 0.21077694]
[ 0.01753148 0.17838298 -0.01882818 0.0420902 0.08921638 -0.00672298
0.29085368 0.04135979 0.14057826 -0.02527782]
[ 0.20513019 0.4207391 0.03652209 0.13872561 0.00817222 -0.07014604
-0.5363102 -0.0322583 0.11868147 0.38080246]
[-0.04425636 -0.35548181 -0.25192169 -0.01740335 0.10707352 0.17864857
0.19287886 0.05553927 -0.00490915 0.04387691]
[ 0.00457306 0.22371516 -0.14463016 0.0529001 0.07989324 -0.18290538
-0.01337121 -0.12008722 -0.1862336 0.05067803]
[-0.34773969 -0.28109459 -0.28673524 0.14233102 0.14781504 0.05175779
-0.00936417 -0.03483355 -0.00948128 0.03261892]
[-0.00675696 -0.14100177 0.0082499 0.09422581 -0.0558292 -0.07034927
0.17030397 -0.18877099 0.17890843 0.03773184]
[ 0.11472322 -0.19447605 0.03234701 -0.06736406 0.16607123 -0.04306708
0.0308784 0.12354607 0.06729029 -0.01194833]
[-0.15047072 -0.01242323 -0.29760792 0.00626184 -0.11379816 0.06067067
-0.28465062 -0.02654105 0.28006111 -0.09077656]
[ 0.05625839 -0.2070169 0.08508229 0.01724523 0.17363311 -0.10008822
0.02101181 -0.09725404 -0.01334211 0.13904385]
[-0.07970687 0.11072188 -0.00236285 -0.16232023 0.03156382 0.0278337
0.07353997 -0.1015004 -0.02609676 -0.12664744]
[-0.07434929 0.06068873 -0.05447371 0.0355373 0.21009912 0.0848568
-0.09657194 -0.01398076 -0.13212039 -0.15503548]
[-0.15560304 0.00722607 0.06263194 0.02375873 -0.17726577 -0.22048318
-0.18189098 -0.1969164 0.08875843 0.1764013 ]
[-0.20561184 -0.10952499 0.12400411 0.28129267 -0.16390417 -0.08727396
-0.15475835 -0.25470613 -0.19867194 0.02168073]
[ 0.11438843 -0.04233747 -0.01944028 0.11096589 -0.0031064 -0.08044535
0.1055253 0.00442543 0.02616314 0.01837183]
[ 0.02973989 -0.04460693 -0.21440643 0.13618883 -0.0351399 0.09305422
-0.07771551 -0.02004392 -0.10447234 -0.01326044]
[-0.12945568 -0.05983255 -0.20758789 0.14579524 -0.0039455 0.13862642
0.01994571 -0.25033087 0.05846889 -0.21135264]
[-0.06907633 -0.02548522 0.27709204 0.10144161 0.1083424 -0.06292862
-0.13972531 0.12124142 0.07049474 0.0371476 ]
[ 0.04102139 -0.02870329 0.08192191 0.07444106 0.12909098 -0.01387469
0.28051713 0.12028451 -0.04935242 -0.07867347]
[-0.00377604 -0.17493875 -0.29545394 -0.06346017 0.28642857 -0.08477784
0.20015684 0.16444064 0.09486194 -0.04450469]
[ 0.05084054 0.01882913 -0.11983437 0.03998078 -0.0796098 0.32678446
0.24518886 0.20585209 -0.16887977 -0.05510731]
[ 0.02720881 0.03724935 0.13227425 0.13777168 -0.11030617 0.09547377
-0.23915913 -0.03959763 0.23152141 0.11708417]
[ 0.10119261 0.0654157 -0.0526571 -0.11426878 -0.08224327 -0.32614949
0.11908939 0.00846786 0.13376633 0.07975424]
[-0.09754316 0.02253387 -0.01515401 0.02326868 0.0080469 -0.20270634
-0.09394387 -0.01948071 0.01456712 0.13003318]
[-0.12922607 -0.01378406 -0.19039897 0.01661243 -0.31221501 -0.01155861
-0.06186665 -0.02240678 0.019235 0.08608178]
[ 0.00223508 0.02975053 -0.05891425 -0.08244485 0.38647153 0.2600539
0.43463096 0.11481317 -0.14662573 -0.32209145]
[ 0.02131328 -0.24190694 -0.01129628 -0.02030764 0.49629305 0.08244337
0.37823238 0.09351313 0.06881633 -0.32052654]
[ 0.04059248 -0.31201838 -0.02871354 -0.06666049 0.5479797 0.00929867
0.36458469 0.05019104 -0.3299735 -0.1709418 ]
[-0.12138394 -0.43793756 0.01317786 -0.13802572 0.56615857 -0.11264585
0.45954596 -0.07982534 -0.01770294 0.14343381]
[-0.24727584 -0.25440387 0.07401081 0.00507529 0.76224537 0.12401554
0.27295534 0.04988642 -0.04822653 -0.08037823]
[-0.13735045 -0.10778703 0.28017441 -0.15577183 0.39244496 -0.07428773
0.48572487 0.01697539 -0.18801519 0.05936045]
[-0.08707346 -0.09990824 -0.1611087 -0.04434444 0.31209152 -0.2490769
0.05102458 0.17193754 0.03362213 -0.0604079 ]
[ 0.11329546 0.22960157 0.16428931 -0.09020842 -0.07733065 0.0503737
-0.13918772 0.28467415 0.07424323 0.1721735 ]
[ 0.3275101 0.25372424 -0.0936259 0.28869859 -0.84827598 -0.27804575
-0.40848145 0.17726738 0.35740065 -0.07426573]
[ 0.05608936 0.1684756 0.25660613 0.2642168 -0.09712206 -0.19927909
-0.20013532 -0.13195298 -0.12965013 -0.27234047]
[ 0.03705797 -0.0143332 -0.11140293 -0.03436892 0.19520465 0.0355949
-0.04451217 -0.18324179 0.05007207 0.22858681]
[-0.01083544 -0.08254468 -0.07161811 -0.06737902 0.04036094 -0.16855143
0.12051381 0.00965122 0.02517054 -0.00741837]
[ 0.01207678 0.0197399 0.23755584 0.05018365 -0.15041285 -0.12444109
0.16638984 0.0394711 -0.20482183 0.08810961]
[ 0.04551666 -0.03923885 0.09624839 -0.02988634 -0.12024785 0.08377405
0.14207955 -0.27176966 -0.04575353 -0.12506776]
[-0.03250773 0.02713291 0.07504752 -0.06015503 0.06311632 0.19282351
0.15999619 0.11751211 -0.04415336 0.147914 ]
[ 0.216817 0.04607056 0.02715559 0.07601348 0.07523563 -0.01918306
-0.14114251 0.14804015 -0.05828407 -0.02245513]
[ 0.00352249 -0.11873134 -0.00148491 -0.01504784 -0.23397017 -0.10315334
-0.10128006 0.03950496 0.07802032 0.141845 ]
[-0.03780815 0.40827265 0.08102848 0.29969828 -0.76227889 -0.26961004
-0.48631518 -0.07672532 0.19352761 0.22776728]
[ 0.11645885 0.40869694 0.03012559 0.32487024 -0.5584052 -0.04963713
-0.31229282 0.14791262 0.12503289 0.40929913]
[ 0.24006708 0.24618779 0.23466915 0.10895663 -0.29221044 0.09380333
-0.14929693 0.16185891 0.21053769 0.0437251 ]
[-0.08420085 0.18756793 0.23629177 -0.00143003 0.0172039 0.13730497
-0.06459191 -0.0155285 -0.04724812 0.03460909]
[-0.10028235 -0.01530427 0.02358252 0.08663704 -0.03251254 0.11885742
0.26723663 0.02030571 -0.28002136 -0.09896871]
[-0.20627679 0.01741544 -0.08678994 -0.32612951 0.12234623 0.11376917
0.0629635 0.1042868 -0.19398565 0.05084294]
[ 0.0439269 -0.2730861 -0.11075771 -0.11411878 0.22101506 0.00980372
0.07149876 0.1544579 -0.12776128 -0.16886776]
[ 0.15661776 -0.11752085 -0.13439121 0.00641119 0.12399394 -0.06501537
-0.05018135 -0.14768153 0.13925728 -0.08964639]
[-0.12142981 0.17026632 0.25599242 -0.02972461 0.17637112 0.0918771
-0.02594932 -0.29854437 -0.12870579 -0.06162533]
[-0.35532244 0.10415853 0.00822932 -0.0349457 0.13727219 -0.16611401
-0.04690747 0.23539092 -0.10036381 0.07802858]
[ 0.14531688 0.11756855 -0.24201795 -0.10193742 0.11879904 -0.28760127
0.00593329 -0.16786698 -0.01133346 -0.19395893]
[ 0.20797337 -0.13681613 0.05923276 -0.0277553 0.04665868 -0.02832362
-0.02139309 -0.13681163 0.10619449 -0.1812966 ]
[-0.10592887 -0.01911845 0.11944229 0.10747228 0.01095081 -0.1099242
0.23429144 -0.07671631 0.18340678 -0.00425048]
[ 0.02911357 -0.09008502 0.2195674 -0.20823778 0.04274779 0.10250628
-0.0277925 -0.11222146 0.04353837 0.26873839]]
[[ 0.43504998]
[ 1.17315207]
[ 0.20815788]
[ 0.63242717]
[-2.10836788]
[-0.2585739 ]
[-1.33695904]
[-0.01199793]
[ 0.48283398]
[ 0.67728907]]
Progress: 12.7% ... Training loss: 0.366 ... Validation loss: 0.600[[ 0.16253974 0.28123463 -0.11303964 0.11109431 -0.58935828 -0.06959489
-0.11358078 0.12520084 -0.08296411 0.213717 ]
[ 0.01752326 0.17837169 -0.01883059 0.04208342 0.08925927 -0.00672461
0.29089062 0.04135999 0.14057453 -0.02528568]
[ 0.207312 0.42607348 0.03773701 0.14193649 -0.00277729 -0.07150682
-0.541743 -0.0323248 0.12153101 0.38372237]
[-0.044561 -0.35712551 -0.25214357 -0.01786925 0.10846897 0.17885545
0.19360906 0.05555188 -0.00541067 0.0435338 ]
[ 0.00528886 0.22570308 -0.14429206 0.0537218 0.07715835 -0.18325481
-0.01544564 -0.12010065 -0.18549418 0.05144698]
[-0.34690415 -0.2793363 -0.28631666 0.14364334 0.14392957 0.05123871
-0.01142302 -0.03485757 -0.00853107 0.03390813]
[-0.00656489 -0.14064007 0.00837475 0.09458531 -0.0570702 -0.07050337
0.16979823 -0.18877762 0.179205 0.03806604]
[ 0.11673774 -0.19063075 0.03341591 -0.06435166 0.1563261 -0.0443181
0.0262777 0.12348635 0.0697908 -0.00928807]
[-0.14982044 -0.01120605 -0.29729709 0.00722975 -0.11691557 0.06028584
-0.2864968 -0.02655969 0.28077073 -0.08979046]
[ 0.05877224 -0.20176612 0.08640366 0.02110662 0.16105293 -0.10164351
0.01473319 -0.09733052 -0.01026812 0.14263042]
[-0.07836688 0.11364483 -0.00171691 -0.16034684 0.02542443 0.02700079
0.07003209 -0.10153597 -0.02459686 -0.12482495]
[-0.07451073 0.05969747 -0.05451788 0.03535464 0.21082968 0.08493597
-0.09579692 -0.01397772 -0.13223737 -0.15517479]
[-0.15560304 0.00722607 0.06263194 0.02375873 -0.17726577 -0.22048318
-0.18189098 -0.1969164 0.08875843 0.1764013 ]
[-0.20568836 -0.10992889 0.12398366 0.28123199 -0.16350169 -0.08723353
-0.15441761 -0.25470477 -0.19874088 0.02157952]
[ 0.11487452 -0.04122059 -0.01920233 0.11172044 -0.0054473 -0.08075638
0.10442798 0.00441115 0.02672954 0.01911324]
[ 0.03005725 -0.044002 -0.21427011 0.13663993 -0.03647451 0.09287303
-0.07863843 -0.02005174 -0.10413337 -0.01283203]
[-0.12923782 -0.05928206 -0.20746255 0.14612152 -0.00521617 0.13849118
0.01934117 -0.25033663 0.05874611 -0.21101104]
[-0.06937222 -0.02635286 0.27695678 0.10101116 0.10987523 -0.06275759
-0.1387724 0.12124977 0.07015408 0.03669026]
[ 0.04100628 -0.02850037 0.08192554 0.0744626 0.12899457 -0.01388457
0.28048433 0.12028406 -0.04934819 -0.07855466]
[-0.00344388 -0.17452495 -0.29528312 -0.06300106 0.28454933 -0.0849479
0.19984851 0.16443014 0.0952593 -0.04417552]
[ 0.05345702 0.02464386 -0.11848019 0.04393211 -0.09194602 0.32513511
0.23812019 0.2057758 -0.16570903 -0.05146107]
[ 0.02641964 0.03519683 0.13189872 0.13661563 -0.1066533 0.09594446
-0.23684411 -0.03957564 0.23066081 0.11592938]
[ 0.10158542 0.06636275 -0.05246935 -0.11369544 -0.08412232 -0.32637059
0.11798985 0.00845702 0.13417779 0.08035099]
[-0.09732944 0.02278203 -0.01505041 0.02359422 0.00706142 -0.20284107
-0.09455266 -0.01948723 0.01479265 0.13034823]
[-0.12893348 -0.01317647 -0.19026417 0.01704895 -0.31366963 -0.01173724
-0.06274388 -0.02241504 0.01957022 0.08654743]
[ 0.00187639 0.0287224 -0.05908835 -0.0829747 0.38827875 0.26026722
0.43581718 0.11482317 -0.14702848 -0.32266472]
[ 0.02139734 -0.24195126 -0.01126461 -0.02017843 0.49593495 0.08239087
0.3780501 0.09350995 0.06890276 -0.32041197]
[ 0.04004353 -0.31381737 -0.028977 -0.06747389 0.5504538 0.00963768
0.36650441 0.05020602 -0.33058758 -0.17181842]
[-0.12158157 -0.43859764 0.01307259 -0.13834666 0.56710691 -0.11252094
0.46026725 -0.07981919 -0.01793667 0.14317192]
[-0.24757483 -0.2552698 0.07386922 0.00465004 0.76364127 0.12418922
0.27383473 0.04989434 -0.04854381 -0.08082741]
[-0.13725864 -0.10759234 0.28023086 -0.15561335 0.39191151 -0.0743521
0.48558433 0.01697239 -0.18789857 0.05951238]
[-0.08692469 -0.09967255 -0.16104634 -0.04412316 0.31142649 -0.24916804
0.05065696 0.17193335 0.03379298 -0.06019063]
[ 0.11367352 0.23057672 0.16448354 -0.08963079 -0.07928332 0.05014125
-0.14038352 0.28466331 0.07468108 0.17276559]
[ 0.32756049 0.25385111 -0.0935928 0.28878601 -0.84849121 -0.27808079
-0.40859225 0.17726577 0.35746113 -0.07418048]
[ 0.05647128 0.16951314 0.25678502 0.26476588 -0.09894695 -0.19950027
-0.20122778 -0.13196273 -0.1292439 -0.2718126 ]
[ 0.03707656 -0.01429281 -0.11139206 -0.03433864 0.19506409 0.03558185
-0.04454573 -0.18324222 0.05009849 0.22862075]
[-0.01089287 -0.08272933 -0.07164601 -0.06747068 0.04065242 -0.16852427
0.12072439 0.00965293 0.02511295 -0.00751082]
[ 0.01288154 0.02171984 0.237948 0.05141879 -0.15438245 -0.12494611
0.16396062 0.03944772 -0.2038865 0.08930233]
[ 0.04609672 -0.03778909 0.09653132 -0.02902299 -0.12304986 0.08342209
0.1403164 -0.2717853 -0.04510831 -0.12420032]
[-0.03272674 0.02668203 0.07493882 -0.06049787 0.06432779 0.19296039
0.16062724 0.11751908 -0.044426 0.14763487]
[ 0.21733964 0.04750198 0.02744199 0.0768533 0.07225508 -0.01952281
-0.14277204 0.14802374 -0.05760554 -0.02153218]
[ 0.00377376 -0.11805943 -0.0013662 -0.01468272 -0.23518133 -0.10328896
-0.10202306 0.03949808 0.07827721 0.14223383]
[-0.03622591 0.41147686 0.08185974 0.30208118 -0.76952306 -0.27057449
-0.4900708 -0.07677421 0.19547366 0.23007097]
[ 0.11719436 0.41004056 0.03049288 0.32592779 -0.56173233 -0.05009063
-0.31415539 0.14789325 0.12587562 0.41014398]
[ 0.24026817 0.24682452 0.23477208 0.10926416 -0.29314359 0.09368551
-0.14988483 0.16185381 0.21074791 0.04399236]
[-0.08411917 0.1878483 0.23633958 -0.001278 0.01671988 0.13724721
-0.06487665 -0.01553137 -0.0471359 0.03474919]
[-0.10057276 -0.01606782 0.02344379 0.08621426 -0.03112761 0.11902894
0.26811687 0.02031373 -0.28034524 -0.0994216 ]
[-0.20623986 0.01752503 -0.08677166 -0.32606899 0.12214703 0.11374389
0.06283927 0.10428573 -0.19393874 0.05089766]
[ 0.04364065 -0.27382498 -0.11089016 -0.11453727 0.22235354 0.0099691
0.07236181 0.15446577 -0.12806142 -0.16931804]
[ 0.15690362 -0.11710997 -0.13424062 0.00688832 0.12238636 -0.06520373
-0.05090053 -0.14769074 0.13959768 -0.08910762]
[-0.12047993 0.17223133 0.25646633 -0.02830367 0.17177677 0.09132487
-0.02819197 -0.29857125 -0.12758933 -0.06028439]
[-0.35444692 0.10595559 0.00865705 -0.03370573 0.13330989 -0.16664193
-0.04915074 0.23536799 -0.09936762 0.07906541]
[ 0.14535598 0.11730974 -0.24196629 -0.10183458 0.11870722 -0.28765139
0.00612756 -0.1678697 -0.01123316 -0.19390361]
[ 0.20857902 -0.13559093 0.05956387 -0.02677614 0.04364726 -0.02873598
-0.02275206 -0.13683173 0.10699994 -0.18042136]
[-0.10562423 -0.0185109 0.1195955 0.10786715 0.00961267 -0.11008506
0.23355758 -0.07672444 0.18374423 -0.00386186]
[ 0.02974532 -0.08864944 0.21990232 -0.20720055 0.03936438 0.10208911
-0.02970032 -0.1122405 0.04429902 0.26977243]]
[[ 0.45643417]
[ 1.1976665 ]
[ 0.22701177]
[ 0.65434307]
[-2.09623716]
[-0.2420857 ]
[-1.32306824]
[ 0.0070069 ]
[ 0.50248951]
[ 0.70125509]]
Progress: 12.8% ... Training loss: 0.367 ... Validation loss: 0.592[[ 0.15982093 0.2741649 -0.11436073 0.10708133 -0.57496823 -0.068189
-0.10497212 0.1251613 -0.0859145 0.20956938]
[ 0.01718163 0.17740478 -0.01900598 0.04155793 0.09098629 -0.0065208
0.29191317 0.04135432 0.14018734 -0.02585647]
[ 0.20770815 0.42804661 0.03805215 0.14246548 -0.00428551 -0.07179772
-0.54312763 -0.0323185 0.12191839 0.38474903]
[-0.04269765 -0.35236619 -0.25120543 -0.01519886 0.10063106 0.17793873
0.18874816 0.05557907 -0.00340431 0.04643123]
[ 0.00360166 0.22098224 -0.14523262 0.05114079 0.08564796 -0.1823878
-0.010043 -0.1201263 -0.18741583 0.04863572]
[-0.3478697 -0.28215017 -0.28683762 0.14224578 0.14886182 0.05174728
-0.0082829 -0.03487184 -0.00955062 0.03233191]
[-0.00759182 -0.14300583 0.00790051 0.09309808 -0.05196561 -0.0700051
0.17248208 -0.18879234 0.17809482 0.03648399]
[ 0.11639151 -0.19132638 0.03327574 -0.06481648 0.15780726 -0.04419187
0.02751115 0.12348261 0.06944504 -0.00958101]
[-0.1498231 -0.0113395 -0.29728931 0.00721197 -0.11597317 0.06026782
-0.28595935 -0.02655905 0.28073877 -0.08983899]
[ 0.05707166 -0.20586099 0.08561607 0.01873917 0.16960367 -0.10084589
0.0197843 -0.0973529 -0.01201727 0.14020508]
[-0.07848786 0.11309099 -0.00180775 -0.16062313 0.02698869 0.02705814
0.07100359 -0.10153801 -0.02481233 -0.12514185]
[-0.07503054 0.05833747 -0.05476703 0.03463101 0.21317509 0.08519606
-0.09422466 -0.01398538 -0.13278021 -0.15593227]
[-0.15560304 0.00722607 0.06263194 0.02375873 -0.17726577 -0.22048318
-0.18189098 -0.1969164 0.08875843 0.1764013 ]
[-0.20643147 -0.11211608 0.12355787 0.28008993 -0.15993616 -0.08680796
-0.15207863 -0.25471672 -0.1996061 0.02030739]
[ 0.1150089 -0.04091388 -0.01912629 0.11193411 -0.00567299 -0.08083261
0.10424916 0.00441391 0.02694475 0.01933244]
[ 0.03038112 -0.04298516 -0.21407939 0.13715595 -0.03752549 0.0926449
-0.07971639 -0.02004555 -0.1037148 -0.01236427]
[-0.12980917 -0.06072302 -0.20774819 0.1452844 -0.00258326 0.13878149
0.02096177 -0.25034471 0.05812577 -0.21188381]
[-0.0701611 -0.02827963 0.27658154 0.0998925 0.11353911 -0.06234761
-0.13657285 0.12123754 0.06928518 0.03550048]
[ 0.04089415 -0.02881851 0.08186797 0.07428715 0.12932793 -0.01382558
0.28070625 0.12028183 -0.04949434 -0.07871216]
[-0.00385327 -0.17542848 -0.29549195 -0.06360169 0.2863806 -0.08475098
0.20087482 0.16442386 0.09479492 -0.04465933]
[ 0.05293996 0.02328417 -0.11875077 0.04316153 -0.08954929 0.32541485
0.23960651 0.20576783 -0.16628489 -0.05217109]
[ 0.02679051 0.03605915 0.13213582 0.13718363 -0.10767571 0.09569464
-0.23699533 -0.03956779 0.2311228 0.11645632]
[ 0.10158299 0.06641424 -0.05246594 -0.11368034 -0.08405872 -0.32636972
0.11797795 0.00845719 0.13415674 0.08036532]
[-0.09753262 0.0222876 -0.01515107 0.02329402 0.00803144 -0.20273537
-0.09394312 -0.01949039 0.01456189 0.13002892]
[-0.12875643 -0.01279184 -0.19017471 0.01731348 -0.31436744 -0.01183607
-0.06323233 -0.02241218 0.01975965 0.0868248 ]
[ 0.0013629 0.02730878 -0.05934993 -0.08371524 0.39065543 0.26053913
0.43737458 0.11481553 -0.14759825 -0.32348028]
[ 0.02113418 -0.24269973 -0.01140425 -0.02056503 0.49729848 0.0825338
0.37889 0.09350585 0.06863862 -0.32084029]
[ 0.03992183 -0.31412315 -0.02902607 -0.06762675 0.55093189 0.00968923
0.36681021 0.05020435 -0.3307042 -0.17197999]
[-0.12224091 -0.44018327 0.01273866 -0.13931759 0.57011329 -0.11216625
0.46216186 -0.07982935 -0.01865632 0.14218917]
[-0.24803789 -0.25646805 0.07364007 0.0039867 0.76558338 0.1244302
0.27514767 0.04988746 -0.04903721 -0.08149124]
[-0.13786975 -0.10915327 0.27992325 -0.15651408 0.39471072 -0.07402748
0.48723377 0.01696303 -0.18857449 0.05860964]
[-0.08689652 -0.09961126 -0.16103539 -0.04408561 0.31130796 -0.24918092
0.05057589 0.17193377 0.03382043 -0.06014933]
[ 0.11349284 0.23007282 0.16439195 -0.08990802 -0.07838793 0.05024393
-0.13985829 0.28466038 0.07447811 0.17248805]
[ 0.32801576 0.25524824 -0.09336692 0.28942 -0.85023839 -0.27828693
-0.40991107 0.17727279 0.35792171 -0.07345135]
[ 0.05632697 0.16913071 0.25672296 0.26456633 -0.09825367 -0.19941885
-0.2008109 -0.13196508 -0.12940598 -0.27204573]
[ 0.03673756 -0.01528014 -0.11157791 -0.03484903 0.19672356 0.03576867
-0.04348147 -0.18324765 0.04970547 0.22817042]
[-0.01118196 -0.08358201 -0.0718026 -0.06791105 0.04210152 -0.16837285
0.12164757 0.00964812 0.02478937 -0.00798352]
[ 0.01281939 0.02157546 0.23791608 0.05132565 -0.15408409 -0.12491792
0.16414946 0.03944679 -0.20395765 0.08920176]
[ 0.0462945 -0.03719007 0.09664106 -0.02873273 -0.12407337 0.08330743
0.13970246 -0.27178235 -0.0448855 -0.12388479]
[-0.03342926 0.02499367 0.07459441 -0.06149682 0.06749679 0.19330485
0.16258602 0.11750874 -0.04519427 0.14664432]
[ 0.21722157 0.04740917 0.0274108 0.07675055 0.07256191 -0.01948542
-0.14244266 0.14802289 -0.05769015 -0.02164574]
[ 0.00389676 -0.11766338 -0.00130249 -0.01451095 -0.23553594 -0.10336096
-0.10246486 0.03949979 0.07841004 0.1424226 ]
[-0.03592264 0.41236419 0.08205129 0.30256999 -0.77083691 -0.27077434
-0.49074138 -0.07676803 0.19584262 0.23048679]
[ 0.11837927 0.41295924 0.03110865 0.32759418 -0.56604508 -0.05075532
-0.3171154 0.14791265 0.12715447 0.41184463]
[ 0.24081847 0.24812651 0.23503724 0.11007763 -0.2957347 0.09339154
-0.15143514 0.16186204 0.2113407 0.04480739]
[-0.08429818 0.18736115 0.23624886 -0.00153794 0.01758851 0.1373443
-0.06432386 -0.01553421 -0.04732516 0.03448198]
[-0.10036087 -0.01557645 0.02354618 0.08653642 -0.03202763 0.11891273
0.26751002 0.02031699 -0.28010389 -0.09908763]
[-0.20633826 0.01713383 -0.08684398 -0.32624474 0.12275167 0.11379305
0.06328286 0.10428418 -0.19403474 0.05068912]
[ 0.04298976 -0.27554361 -0.11121525 -0.115456 0.22526481 0.01029923
0.07423705 0.15445635 -0.12876407 -0.17028908]
[ 0.15696305 -0.11683971 -0.13420053 0.00706246 0.12161162 -0.06526533
-0.05092498 -0.14768973 0.1397278 -0.08898798]
[-0.12178325 0.16883851 0.25581278 -0.03018669 0.17782145 0.09203124
-0.02439486 -0.29859014 -0.12902046 -0.06225207]
[-0.35561794 0.10284227 0.00806579 -0.03545243 0.13908997 -0.1660298
-0.04574624 0.23534982 -0.10065558 0.07735105]
[ 0.14549443 0.11778963 -0.24189374 -0.10161814 0.11875035 -0.28777414
0.00560783 -0.16786604 -0.0110288 -0.19373638]
[ 0.20921259 -0.1340964 0.05991524 -0.0258841 0.04176261 -0.02909738
-0.02370901 -0.13682092 0.10763981 -0.17956259]
[-0.1059311 -0.01934103 0.11944318 0.10741586 0.01101284 -0.10994753
0.23445021 -0.0767287 0.18340363 -0.00429988]
[ 0.02935373 -0.08956655 0.21970788 -0.20776955 0.04121612 0.10229388
-0.02869856 -0.11224676 0.0438769 0.26924712]]
[[ 4.49905971e-01]
[ 1.18853305e+00]
[ 2.16305463e-01]
[ 6.45050885e-01]
[ -2.11145790e+00]
[ -2.50845305e-01]
[ -1.33700785e+00]
[ -2.01304755e-03]
[ 4.96437273e-01]
[ 6.91216430e-01]]
Progress: 12.8% ... Training loss: 0.361 ... Validation loss: 0.589[[ 0.15957832 0.27290741 -0.11440934 0.10686312 -0.57381269 -0.06810125
-0.10416716 0.12516193 -0.08596218 0.20902968]
[ 0.01701197 0.17693858 -0.01908924 0.041303 0.09182407 -0.00642519
0.29238922 0.04135508 0.14000689 -0.02613532]
[ 0.2060452 0.42502066 0.03731053 0.13999381 0.00362745 -0.07082975
-0.53860022 -0.03231117 0.12014312 0.38201503]
[-0.04243963 -0.35166986 -0.25112757 -0.01493541 0.09943093 0.17788913
0.18774976 0.05557846 -0.0031595 0.04688915]
[ 0.00400416 0.22110565 -0.14515484 0.05155336 0.08512239 -0.18257695
-0.01085729 -0.12012745 -0.18721283 0.04897326]
[-0.34744686 -0.28196787 -0.28664214 0.14302116 0.1467824 0.05143958
-0.00913611 -0.03487425 -0.0090237 0.03293939]
[-0.00774612 -0.14402016 0.00783374 0.09279458 -0.05025868 -0.0698813
0.17327244 -0.18879117 0.17795077 0.03629546]
[ 0.11707956 -0.1894884 0.03363942 -0.06368823 0.15441448 -0.04464073
0.02565429 0.12347876 0.07034318 -0.00867697]
[-0.15012314 -0.01223896 -0.29741041 0.00677661 -0.11547574 0.06041829
-0.285167 -0.02655772 0.28045752 -0.09030635]
[ 0.05663421 -0.20781659 0.08548093 0.01835489 0.1708925 -0.10072904
0.02163332 -0.09735196 -0.01230812 0.13963898]
[-0.07722786 0.11581445 -0.00123393 -0.15880723 0.02181894 0.02635509
0.06756458 -0.10154356 -0.0233471 -0.12347857]
[-0.07519654 0.0576761 -0.05483442 0.03436415 0.21378816 0.08529996
-0.09376203 -0.01398453 -0.13295482 -0.15617383]
[-0.15560304 0.00722607 0.06263194 0.02375873 -0.17726577 -0.22048318
-0.18189098 -0.1969164 0.08875843 0.1764013 ]
[-0.20665954 -0.11301058 0.12347108 0.27988873 -0.15921537 -0.08672187
-0.15140774 -0.25471603 -0.19981441 0.02001229]
[ 0.11527651 -0.04051696 -0.01900829 0.11234633 -0.0067155 -0.08101441
0.10378539 0.0044125 0.02726332 0.01968227]
[ 0.03079237 -0.04195508 -0.21390098 0.13771558 -0.03875781 0.0924236
-0.08091272 -0.02004731 -0.10327364 -0.01177334]
[-0.12866375 -0.0583445 -0.20720126 0.14694477 -0.00773706 0.1381493
0.01787525 -0.25034963 0.05943685 -0.21012961]
[-0.07072316 -0.02977856 0.27632572 0.09908062 0.11621527 -0.06203361
-0.13488034 0.12124011 0.06867273 0.03466838]
[ 0.03999787 -0.03113038 0.0814397 0.07297033 0.13351814 -0.01331389
0.28333149 0.12028593 -0.05048899 -0.08004513]
[-0.00345673 -0.17423884 -0.295302 -0.06300901 0.2843753 -0.08496692
0.19971852 0.16442184 0.09526419 -0.04421269]
[ 0.05276458 0.02263372 -0.11879721 0.04296593 -0.08863232 0.32546927
0.24036618 0.20576825 -0.16640728 -0.05248888]
[ 0.02671366 0.03591391 0.13209453 0.13710905 -0.10745296 0.09571688
-0.23690469 -0.03956752 0.23112692 0.11637584]
[ 0.101957 0.0671573 -0.05226763 -0.11315056 -0.08605999 -0.32658004
0.11694303 0.00845548 0.13451873 0.08090417]
[-0.09741105 0.02260633 -0.01508735 0.02348687 0.00740344 -0.20280916
-0.09433563 -0.01949097 0.01471046 0.13021448]
[-0.12887764 -0.01324132 -0.19024014 0.01713078 -0.31429895 -0.01177147
-0.0628683 -0.02241159 0.01964244 0.08667284]
[ 0.00086727 0.02604592 -0.05960454 -0.08447654 0.39304422 0.26083568
0.43893888 0.11481785 -0.14817174 -0.32428735]
[ 0.02073503 -0.24371154 -0.01160275 -0.02115836 0.4992011 0.08276601
0.38010765 0.09350773 0.06821534 -0.32148996]
[ 0.04026968 -0.31352989 -0.02886035 -0.06710888 0.54962702 0.00949308
0.36599316 0.05020279 -0.33034498 -0.17148656]
[-0.12234646 -0.44047315 0.01269572 -0.13944958 0.57056118 -0.11211342
0.46246511 -0.07982894 -0.01875398 0.14205674]
[-0.24845795 -0.25768554 0.07347 0.00346102 0.76751025 0.12464113
0.27660985 0.04988915 -0.04944746 -0.08210734]
[-0.1382633 -0.11010631 0.27972954 -0.15709487 0.39657121 -0.07379945
0.48839674 0.01696479 -0.18900496 0.05801576]
[-0.0868325 -0.09954818 -0.16100169 -0.04399056 0.31099866 -0.24922164
0.05042386 0.17193345 0.0338962 -0.06005035]
[ 0.11379284 0.23062757 0.16455075 -0.08945268 -0.07983195 0.05007852
-0.14086811 0.28465906 0.07481924 0.1730879 ]
[ 0.32818993 0.25587866 -0.09328073 0.28972451 -0.85140121 -0.27839996
-0.41042993 0.17727182 0.35815985 -0.07313516]
[ 0.05664798 0.16993598 0.2568839 0.26504641 -0.09983829 -0.19960772
-0.20173881 -0.13196655 -0.12902802 -0.2715833 ]
[ 0.03669683 -0.01536445 -0.11159221 -0.03488738 0.19682842 0.03578342
-0.04335024 -0.18324752 0.0496774 0.22809991]
[-0.01105266 -0.08327471 -0.07173357 -0.0677297 0.04149239 -0.16844819
0.12120838 0.00964754 0.02491085 -0.00778779]
[ 0.01343872 0.02322228 0.23822238 0.05226249 -0.15715632 -0.1252745
0.16229933 0.03944389 -0.2032357 0.09004465]
[ 0.04658573 -0.03650015 0.09676919 -0.02833923 -0.12534725 0.08315352
0.13885 -0.27178346 -0.04458941 -0.12347056]
[-0.03348523 0.02484575 0.07456832 -0.06157718 0.06776204 0.19333634
0.16275408 0.11750898 -0.04525316 0.14655745]
[ 0.21775423 0.04845897 0.02765515 0.07750758 0.07017276 -0.01977066
-0.14384678 0.14802078 -0.05711133 -0.02085144]
[ 0.00402746 -0.11731222 -0.00124181 -0.01431423 -0.23610653 -0.10343519
-0.10277089 0.03949913 0.07855629 0.14259378]
[-0.03637272 0.41116348 0.08185021 0.30190778 -0.76872892 -0.27055767
-0.48950163 -0.07676614 0.19535038 0.22979017]
[ 0.11937548 0.41515736 0.03162034 0.32909062 -0.57061604 -0.05135471
-0.31997176 0.14790772 0.12838743 0.4133079 ]
[ 0.24059482 0.24749937 0.23491064 0.10975492 -0.29474769 0.09352297
-0.15063141 0.16186312 0.21105206 0.04445195]
[-0.08428017 0.18736479 0.23626627 -0.0014822 0.01742081 0.13732088
-0.06441886 -0.01553446 -0.04727689 0.03453963]
[-0.10044991 -0.0157957 0.02350143 0.08640485 -0.0316047 0.11896108
0.26778323 0.02031741 -0.28020434 -0.0992309 ]
[-0.20665691 0.01619506 -0.08699377 -0.32670741 0.12416994 0.11396329
0.06414807 0.1042855 -0.19435842 0.05022903]
[ 0.04271387 -0.27637747 -0.11136446 -0.11587074 0.22662328 0.01045577
0.07514708 0.15445762 -0.12907519 -0.17073162]
[ 0.1558782 -0.12003573 -0.13474554 0.00548392 0.12633427 -0.06464802
-0.04761506 -0.14768468 0.13854407 -0.09066491]
[-0.12206252 0.16809604 0.25567929 -0.03056696 0.17894836 0.09216608
-0.02346447 -0.29858905 -0.12930465 -0.06268888]
[-0.35558759 0.10292164 0.008087 -0.03538863 0.13886066 -0.16605122
-0.04587744 0.23534961 -0.1006081 0.07739757]
[ 0.14565428 0.1177419 -0.24185666 -0.1014546 0.11836912 -0.28783471
0.00534989 -0.16786663 -0.01082845 -0.19360602]
[ 0.20943561 -0.13362241 0.06009762 -0.02537394 0.0405996 -0.0293075
-0.02425939 -0.13682264 0.10800539 -0.17916155]
[-0.10533141 -0.01796053 0.11973836 0.10827713 0.00884486 -0.11027664
0.23283697 -0.07673143 0.18410112 -0.00342189]
[ 0.03036149 -0.08740773 0.22022181 -0.20624476 0.03604025 0.10168064
-0.03151347 -0.11225139 0.04503369 0.27076057]]
[[ 4.53771216e-01]
[ 1.19203074e+00]
[ 2.19669623e-01]
[ 6.49008433e-01]
[ -2.11013022e+00]
[ -2.47364308e-01]
[ -1.33239993e+00]
[ 1.52826713e-03]
[ 5.00425184e-01]
[ 6.95018717e-01]]
Progress: 12.8% ... Training loss: 0.360 ... Validation loss: 0.589[[ 1.57859837e-01 2.67967260e-01 -1.15211494e-01 1.04293344e-01
-5.64451919e-01 -6.72675583e-02 -9.84768015e-02 1.25156514e-01
-8.77517932e-02 2.06214707e-01]
[ 1.66442965e-02 1.76026692e-01 -1.92704805e-02 4.08451638e-02
9.31183393e-02 -6.24902134e-03 2.93489528e-01 4.13539541e-02
1.39589172e-01 -2.66827068e-02]
[ 2.07908860e-01 4.30283316e-01 3.83125617e-02 1.42278869e-01
-4.04725437e-03 -7.17681583e-02 -5.44417702e-01 -3.23049209e-02
1.22206562e-01 3.84703727e-01]
[ -3.85966082e-02 -3.42628253e-01 -2.49167340e-01 -8.85024782e-03
7.96287905e-02 1.75769553e-01 1.76872210e-01 5.55918534e-02
1.20691794e-03 5.30320423e-02]
[ 1.38340494e-03 2.15260152e-01 -1.46436354e-01 4.81081508e-02
9.78887571e-02 -1.81484299e-01 -3.12462358e-03 -1.20134677e-01
-1.89719467e-01 4.48318633e-02]
[ -3.48116838e-01 -2.84524739e-01 -2.87000918e-01 1.42189111e-01
1.49952824e-01 5.17326543e-02 -6.43574947e-03 -3.48763103e-02
-9.74083802e-03 3.18560100e-02]
[ -7.90201467e-03 -1.44205521e-01 7.72838460e-03 9.24222666e-02
-4.85679532e-02 -6.97892841e-02 1.73887995e-01 -1.88791559e-01
1.77738414e-01 3.59371188e-02]
[ 1.18258736e-01 -1.86978211e-01 3.42918606e-02 -6.19959574e-02
1.49189745e-01 -4.53442316e-02 2.30097080e-02 1.23483075e-01
7.17910795e-02 -7.04285834e-03]
[ -1.50065579e-01 -1.20781949e-02 -2.97385015e-01 6.87985281e-03
-1.15748585e-01 6.03784857e-02 -2.85421545e-01 -2.65574201e-02
2.80492558e-01 -9.02161572e-02]
[ 5.60499753e-02 -2.09485332e-01 8.52151439e-02 1.74995521e-02
1.74230811e-01 -1.00510820e-01 2.44331632e-02 -9.73531175e-02
-1.28724435e-02 1.38555605e-01]
[ -7.62672150e-02 1.17559404e-01 -7.91390417e-04 -1.57475311e-01
1.80034325e-02 2.58227330e-02 6.52320508e-02 -1.01540515e-01
-2.23267668e-02 -1.22255791e-01]
[ -7.51620875e-02 5.75286078e-02 -5.47974709e-02 3.44787248e-02
2.13628931e-01 8.52558889e-02 -9.38125471e-02 -1.39842557e-02
-1.32857388e-01 -1.56030650e-01]
[ -1.55603045e-01 7.22607358e-03 6.26319396e-02 2.37587273e-02
-1.77265772e-01 -2.20483183e-01 -1.81890980e-01 -1.96916401e-01
8.87584308e-02 1.76401303e-01]
[ -2.07230894e-01 -1.14480763e-01 1.23187117e-01 2.79140352e-01
-1.56916785e-01 -8.64439875e-02 -1.49703502e-01 -2.54717879e-01
-2.00417487e-01 1.91153977e-02]
[ 1.15226449e-01 -4.10185859e-02 -1.90356920e-02 1.12286048e-01
-6.44989569e-03 -8.10245381e-02 1.04230368e-01 4.41242139e-03
2.72257789e-02 1.95774781e-02]
[ 3.09667699e-02 -4.18666843e-02 -2.13833735e-01 1.38044766e-01
-3.91620932e-02 9.22911261e-02 -8.11107108e-02 -2.00466013e-02
-1.03026576e-01 -1.14768827e-02]
[ -1.29337412e-01 -5.97698908e-02 -2.07544944e-01 1.45905377e-01
-3.82677354e-03 1.38516043e-01 1.99159469e-02 -2.50351684e-01
5.86388750e-02 -2.11155342e-01]
[ -7.02551085e-02 -2.86558179e-02 2.76546564e-01 9.97324883e-02
1.14127050e-01 -6.22885205e-02 -1.36198224e-01 1.21241635e-01
6.91768162e-02 3.53534663e-02]
[ 3.99713875e-02 -3.13143730e-02 8.14177709e-02 7.28541019e-02
1.33805445e-01 -1.32589235e-02 2.83518107e-01 1.20285769e-01
-5.05649506e-02 -8.01685632e-02]
[ -3.55894061e-03 -1.74090587e-01 -2.95337847e-01 -6.31633274e-02
2.84545129e-01 -8.49362507e-02 1.99589849e-01 1.64421440e-01
9.51534927e-02 -4.41666195e-02]
[ 5.36145039e-02 2.37802228e-02 -1.18350271e-01 4.41457318e-02
-9.18983013e-02 3.24995098e-01 2.38513472e-01 2.05771229e-01
-1.65363810e-01 -5.14010885e-02]
[ 2.72618940e-02 3.74397847e-02 1.32384079e-01 1.37952854e-01
-1.10142306e-01 9.53873701e-02 -2.38113187e-01 -3.95654048e-02
2.31774165e-01 1.17033543e-01]
[ 1.02285298e-01 6.79771311e-02 -5.21036008e-02 -1.12659782e-01
-8.76534013e-02 -3.26759355e-01 1.16070972e-01 8.45663094e-03
1.34862061e-01 8.14222046e-02]
[ -9.74815625e-02 2.24376801e-02 -1.51142390e-02 2.33957730e-02
7.67675974e-03 -2.02780480e-01 -9.41584952e-02 -1.94911037e-02
1.46424598e-02 1.30109536e-01]
[ -1.29341398e-01 -1.44143512e-02 -1.90475326e-01 1.64361916e-02
-3.12099067e-01 -1.15081104e-02 -6.14273570e-02 -2.24132331e-02
1.91039535e-02 8.59200915e-02]
[ -3.72134359e-05 2.39011094e-02 -6.00464020e-02 -8.57828516e-02
3.97359137e-01 2.61308670e-01 4.41632263e-01 1.14814932e-01
-1.49140021e-01 -3.25680520e-01]
[ 2.05363555e-02 -2.44142612e-01 -1.17006771e-02 -2.14516061e-02
5.00118337e-01 8.28785810e-02 3.80631474e-01 9.35070573e-02
6.79926435e-02 -3.21781623e-01]
[ 4.03151305e-02 -3.13569401e-01 -2.88453750e-02 -6.70284710e-02
5.49448198e-01 9.46972049e-03 3.65951006e-01 5.02029812e-02
-3.30292443e-01 -1.71419078e-01]
[ -1.22801865e-01 -4.41606972e-01 1.24724335e-02 -1.40089031e-01
5.72794493e-01 -1.11874977e-01 4.63839363e-01 -7.98304709e-02
-1.92804830e-02 1.41417895e-01]
[ -2.48797817e-01 -2.58596338e-01 7.33025563e-02 2.95489457e-03
7.68952889e-01 1.24827836e-01 2.77636337e-01 4.98879544e-02
-4.98373857e-02 -8.26549144e-02]
[ -1.38319103e-01 -1.10232484e-01 2.79715694e-01 -1.57137628e-01
3.96690789e-01 -7.37835820e-02 4.88629850e-01 1.69646623e-02
-1.89057794e-01 5.79988524e-02]
[ -8.66917891e-02 -9.93087965e-02 -1.60932686e-01 -4.37728079e-02
3.10303713e-01 -2.49305464e-01 5.00714120e-02 1.71933965e-01
3.40626924e-02 -5.98253431e-02]
[ 1.13892324e-01 2.30820898e-01 1.64596867e-01 -8.93172440e-02
-8.02599886e-02 5.00276096e-02 -1.41149459e-01 2.84659385e-01
7.49288812e-02 1.73236286e-01]
[ 3.28352914e-01 2.56358684e-01 -9.31776492e-02 2.90056614e-01
-8.52531852e-01 -2.78519498e-01 -4.10797132e-01 1.77272560e-01
3.58344769e-01 -7.28566597e-02]
[ 5.67248593e-02 1.70098975e-01 2.56927152e-01 2.65179294e-01
-1.00224140e-01 -1.99657220e-01 -2.01945072e-01 -1.31966270e-01
-1.28923229e-01 -2.71500595e-01]
[ 3.68009571e-02 -1.51500866e-02 -1.11543645e-01 -3.47299239e-02
1.96361823e-01 3.57224462e-02 -4.36067442e-02 -1.83247161e-01
4.98009524e-02 2.28271379e-01]
[ -1.05130267e-02 -8.21620944e-02 -7.14724705e-02 -6.69599652e-02
3.90180575e-02 -1.68740012e-01 1.19729929e-01 9.64935689e-03
2.54981265e-02 -6.96658315e-03]
[ 1.34036707e-02 2.31670451e-02 2.38205392e-01 5.22144907e-02
-1.56991164e-01 -1.25259389e-01 1.62404955e-01 3.94437926e-02
-2.03264222e-01 8.99938452e-02]
[ 4.60246470e-02 -3.79148449e-02 9.64867429e-02 -2.91922573e-02
-1.22632032e-01 8.34746111e-02 1.40477769e-01 -2.71785372e-01
-4.52492999e-02 -1.24350997e-01]
[ -3.38144021e-02 2.41710204e-02 7.44019972e-02 -6.20575763e-02
6.93194759e-02 1.93494160e-01 1.63755576e-01 1.17507937e-01
-4.56304169e-02 1.46040419e-01]
[ 2.17532832e-01 4.79007410e-02 2.75538279e-02 7.72246547e-02
7.11946323e-02 -1.96645997e-02 -1.43256509e-01 1.48020078e-01
-5.73504761e-02 -2.11908578e-02]
[ 4.19264664e-03 -1.16721402e-01 -1.15462074e-03 -1.40427272e-02
-2.36970674e-01 -1.03533875e-01 -1.03184103e-01 3.94998007e-02
7.87447153e-02 1.42850711e-01]
[ -3.59359446e-02 4.11706850e-01 8.20235551e-02 3.02305460e-01
-7.69773059e-01 -2.70759924e-01 -4.90382372e-01 -7.67648817e-02
1.95795543e-01 2.30362301e-01]
[ 1.21413156e-01 4.19772786e-01 3.26748143e-02 3.32043818e-01
-5.79692971e-01 -5.25051691e-02 -3.25474186e-01 1.47914860e-01
1.30769118e-01 4.16089558e-01]
[ 2.40910861e-01 2.48415210e-01 2.35086312e-01 1.10279549e-01
-2.96436962e-01 9.33317673e-02 -1.51649761e-01 1.61864356e-01
2.11436362e-01 4.50014399e-02]
[ -8.40669610e-02 1.87956360e-01 2.36355947e-01 -1.19056221e-03
1.65908960e-02 1.37208378e-01 -6.49675820e-02 -1.55337849e-02
-4.70540506e-02 3.48330498e-02]
[ -1.00524085e-01 -1.60079789e-02 2.34565584e-02 8.62901597e-02
-3.11992440e-02 1.19006334e-01 2.68037311e-01 2.03171088e-02
-2.80300581e-01 -9.93573279e-02]
[ -2.07342074e-01 1.44367540e-02 -8.73375332e-02 -3.27727326e-01
1.27518238e-01 1.14337967e-01 6.62071182e-02 1.04283161e-01
-1.95124698e-01 4.91791690e-02]
[ 4.26468676e-02 -2.76648828e-01 -1.11417142e-01 -1.15957162e-01
2.27009343e-01 1.04859923e-02 7.54223719e-02 1.54457418e-01
-1.29145814e-01 -1.70845299e-01]
[ 1.55473666e-01 -1.21035131e-01 -1.34946803e-01 4.98102838e-03
1.27982888e-01 -6.44380567e-02 -4.62033016e-02 -1.47685878e-01
1.38117908e-01 -9.13140958e-02]
[ -1.21777404e-01 1.68875833e-01 2.55819388e-01 -2.99991554e-02
1.77413371e-01 9.19365128e-02 -2.37274774e-02 -2.98587757e-01
-1.29017591e-01 -6.21987201e-02]
[ -3.54805665e-01 1.04327380e-01 8.46395956e-03 -3.43753209e-02
1.35894623e-01 -1.66453178e-01 -4.76500918e-02 2.35352059e-01
-9.97139944e-02 7.83022321e-02]
[ 1.46115853e-01 1.19016444e-01 -2.41572098e-01 -1.00666867e-01
1.16023407e-01 -2.88177143e-01 4.20276721e-03 -1.67864452e-01
-1.02035228e-02 -1.92950329e-01]
[ 2.08356492e-01 -1.36334479e-01 5.95521586e-02 -2.69727284e-02
4.57008285e-02 -2.87146722e-02 -2.11947600e-02 -1.36826293e-01
1.06765968e-01 -1.80884669e-01]
[ -1.04900858e-01 -1.76870178e-02 1.19941514e-01 1.08760345e-01
8.03258027e-03 -1.10473603e-01 2.32134271e-01 -7.67299781e-02
1.84617386e-01 -2.88813547e-03]
[ 3.02968277e-02 -8.75011050e-02 2.20177461e-01 -2.06403976e-01
3.63129930e-02 1.01690569e-01 -3.16875872e-02 -1.12251753e-01
4.49303577e-02 2.70831196e-01]]
[[ 0.45743949]
[ 1.1957468 ]
[ 0.22238944]
[ 0.65294494]
[-2.11048641]
[-0.24428685]
[-1.33421763]
[ 0.00702013]
[ 0.50634792]
[ 0.70140753]]
Progress: 12.9% ... Training loss: 0.359 ... Validation loss: 0.587[[ 1.57549472e-01 2.66906056e-01 -1.15435323e-01 1.03657142e-01
-5.62189210e-01 -6.71418255e-02 -9.76624465e-02 1.25151968e-01
-8.81002623e-02 2.05569225e-01]
[ 1.65077630e-02 1.75678687e-01 -1.93387409e-02 4.06404148e-02
9.37172432e-02 -6.17521872e-03 2.93892419e-01 4.13518066e-02
1.39439389e-01 -2.68998067e-02]
[ 2.09576581e-01 4.34607317e-01 3.90723899e-02 1.44452511e-01
-1.19354331e-02 -7.25907089e-02 -5.48875976e-01 -3.22808580e-02
1.23952697e-01 3.86905069e-01]
[ -3.86501849e-02 -3.41761745e-01 -2.49052577e-01 -8.66292612e-03
7.90639292e-02 1.75806543e-01 1.76421012e-01 5.55894405e-02
1.16265028e-03 5.31882229e-02]
[ -3.39434037e-03 2.02742299e-01 -1.48678837e-01 4.12527498e-02
1.18158156e-01 -1.78954716e-01 1.02390654e-02 -1.20207264e-01
-1.94911785e-01 3.75097924e-02]
[ -3.48112109e-01 -2.84822794e-01 -2.87036760e-01 1.42229775e-01
1.50573390e-01 5.16689598e-02 -6.21422908e-03 -3.48747835e-02
-9.65788972e-03 3.18663782e-02]
[ -8.00058062e-03 -1.44937678e-01 7.69259817e-03 9.21735536e-02
-4.78608006e-02 -6.97456234e-02 1.74191351e-01 -1.88791897e-01
1.77659483e-01 3.56883178e-02]
[ 1.18235618e-01 -1.86700491e-01 3.42627938e-02 -6.20544461e-02
1.48635429e-01 -4.53351794e-02 2.30857811e-02 1.23482252e-01
7.17073182e-02 -7.19155792e-03]
[ -1.50053554e-01 -1.21000045e-02 -2.97322584e-01 6.89976481e-03
-1.15756653e-01 6.03704113e-02 -2.85347247e-01 -2.65567902e-02
2.80473510e-01 -9.01824079e-02]
[ 5.71794195e-02 -2.06933708e-01 8.57347932e-02 1.90383449e-02
1.70195936e-01 -1.01163470e-01 2.17624307e-02 -9.73337997e-02
-1.16380157e-02 1.39979441e-01]
[ -7.74613131e-02 1.14337284e-01 -1.40242638e-03 -1.59213520e-01
2.28575960e-02 2.64411434e-02 6.82882106e-02 -1.01558547e-01
-2.36407973e-02 -1.23946862e-01]
[ -7.52023641e-02 5.74248024e-02 -5.47443491e-02 3.44315151e-02
2.13574978e-01 8.52710721e-02 -9.35227265e-02 -1.39845461e-02
-1.32876576e-01 -1.56116799e-01]
[ -1.55603045e-01 7.22607358e-03 6.26319396e-02 2.37587273e-02
-1.77265772e-01 -2.20483183e-01 -1.81890980e-01 -1.96916401e-01
8.87584308e-02 1.76401303e-01]
[ -2.07754339e-01 -1.15753139e-01 1.22945862e-01 2.78508547e-01
-1.54805207e-01 -8.62317027e-02 -1.48275069e-01 -2.54724528e-01
-2.00924270e-01 1.83579266e-02]
[ 1.15109450e-01 -4.14291504e-02 -1.91067871e-02 1.12101631e-01
-5.80483920e-03 -8.09597609e-02 1.04554603e-01 4.41040883e-03
2.70834063e-02 1.93690428e-02]
[ 3.14447560e-02 -4.09051873e-02 -2.13640495e-01 1.38654608e-01
-4.05002324e-02 9.20433933e-02 -8.21644149e-02 -2.00390564e-02
-1.02488279e-01 -1.07618698e-02]
[ -1.29358620e-01 -5.99971226e-02 -2.07559539e-01 1.45799916e-01
-3.34136629e-03 1.38530167e-01 1.99826564e-02 -2.50351786e-01
5.86005067e-02 -2.11205538e-01]
[ -7.06111678e-02 -2.96109682e-02 2.76384320e-01 9.92044333e-02
1.15735832e-01 -6.21052314e-02 -1.35119130e-01 1.21236654e-01
6.87917620e-02 3.47419447e-02]
[ 4.00506028e-02 -3.12514926e-02 8.14569806e-02 7.29372028e-02
1.33357188e-01 -1.33146411e-02 2.83221789e-01 1.20287213e-01
-5.04589099e-02 -8.00302102e-02]
[ -2.14023702e-03 -1.70144653e-01 -2.94598367e-01 -6.09651390e-02
2.77821722e-01 -8.57240364e-02 1.95418354e-01 1.64444462e-01
9.67579705e-02 -4.20333024e-02]
[ 5.33305873e-02 2.27799857e-02 -1.18501852e-01 4.37160648e-02
-9.06845604e-02 3.25144448e-01 2.39487420e-01 2.05767108e-01
-1.65674047e-01 -5.18477826e-02]
[ 2.61376015e-02 3.47460389e-02 1.31787822e-01 1.36188751e-01
-1.05357631e-01 9.60243876e-02 -2.34937622e-01 -3.95844419e-02
2.30462229e-01 1.15220764e-01]
[ 1.02746934e-01 6.92260165e-02 -5.18795678e-02 -1.11981427e-01
-8.96523249e-02 -3.27008866e-01 1.14834984e-01 8.46398718e-03
1.35337923e-01 8.21271514e-02]
[ -9.71764448e-02 2.31772487e-02 -1.49629483e-02 2.38272488e-02
6.23498328e-03 -2.02943254e-01 -9.50489806e-02 -1.94863907e-02
1.49872490e-02 1.30581311e-01]
[ -1.29763066e-01 -1.55881118e-02 -1.90623817e-01 1.58321121e-02
-3.10232467e-01 -1.12844875e-02 -6.01521010e-02 -2.24194142e-02
1.86304469e-02 8.52904006e-02]
[ -6.97701616e-04 2.21470288e-02 -6.03783087e-02 -8.67543209e-02
4.00423006e-01 2.61657239e-01 4.43563599e-01 1.14804576e-01
-1.49875719e-01 -3.26689689e-01]
[ 2.03064087e-02 -2.44767126e-01 -1.18215635e-02 -2.18074183e-02
5.01146679e-01 8.30113935e-02 3.81344446e-01 9.35033042e-02
6.77255392e-02 -3.22128135e-01]
[ 4.01227759e-02 -3.14052537e-01 -2.89387545e-02 -6.73034005e-02
5.50214389e-01 9.56979912e-03 3.66500803e-01 5.02000962e-02
-3.30489941e-01 -1.71672034e-01]
[ -1.23242917e-01 -4.42703678e-01 1.22579331e-02 -1.40726854e-01
5.74722670e-01 -1.11646652e-01 4.65118043e-01 -7.98369945e-02
-1.97672787e-02 1.40744008e-01]
[ -2.49591153e-01 -2.60657419e-01 7.29171612e-02 1.82512462e-03
7.72319232e-01 1.25250101e-01 2.79934825e-01 4.98758501e-02
-5.07132682e-02 -8.38552073e-02]
[ -1.38733167e-01 -1.11272353e-01 2.79518900e-01 -1.57725984e-01
3.98609627e-01 -7.35650737e-02 4.89733579e-01 1.69584200e-02
-1.89511949e-01 5.74032563e-02]
[ -8.66716881e-02 -9.92640723e-02 -1.60922875e-01 -4.37440376e-02
3.10218354e-01 -2.49315938e-01 5.00160216e-02 1.71934274e-01
3.40842395e-02 -5.97943873e-02]
[ 1.14738809e-01 2.33225011e-01 1.65047507e-01 -8.79782584e-02
-8.45011869e-02 4.95236489e-02 -1.43737959e-01 2.84673364e-01
7.59428553e-02 1.74506212e-01]
[ 3.28778779e-01 2.57546675e-01 -9.30481480e-02 2.90564223e-01
-8.54386167e-01 -2.78713954e-01 -4.12342043e-01 1.77277921e-01
3.58751610e-01 -7.21493214e-02]
[ 5.63320693e-02 1.69061395e-01 2.56753418e-01 2.64620055e-01
-9.83782288e-02 -1.99443929e-01 -2.00808220e-01 -1.31972316e-01
-1.29357219e-01 -2.72089490e-01]
[ 3.68478199e-02 -1.51802333e-02 -1.11530949e-01 -3.46742551e-02
1.96215540e-01 3.57003731e-02 -4.36776948e-02 -1.83246599e-01
4.98440157e-02 2.28342125e-01]
[ -1.04015270e-02 -8.17005875e-02 -7.14018482e-02 -6.67679705e-02
3.85491243e-02 -1.68826644e-01 1.19319934e-01 9.65135696e-03
2.56203799e-02 -6.72973870e-03]
[ 1.34125742e-02 2.31606464e-02 2.38202861e-01 5.22076910e-02
-1.56812420e-01 -1.25260739e-01 1.62388834e-01 3.94437783e-02
-2.03274389e-01 9.00067677e-02]
[ 4.60496741e-02 -3.79161218e-02 9.64942178e-02 -2.91669794e-02
-1.22708282e-01 8.34621306e-02 1.40443296e-01 -2.71784810e-01
-4.52309801e-02 -1.24310844e-01]
[ -3.37654649e-02 2.44329569e-02 7.44500541e-02 -6.19362390e-02
6.90642912e-02 1.93455462e-01 1.63647632e-01 1.17509395e-01
-4.55408063e-02 1.46088110e-01]
[ 2.18071195e-01 4.93490470e-02 2.78172921e-02 7.80170803e-02
6.85952210e-02 -1.99647896e-02 -1.44642792e-01 1.48028741e-01
-5.67646763e-02 -2.04175829e-02]
[ 4.37858648e-03 -1.16223807e-01 -1.06245209e-03 -1.37749799e-02
-2.37809614e-01 -1.03628971e-01 -1.03729191e-01 3.95026485e-02
7.89398641e-02 1.43131417e-01]
[ -3.58836726e-02 4.11727904e-01 8.20916911e-02 3.02347313e-01
-7.69926940e-01 -2.70803780e-01 -4.90135066e-01 -7.67637094e-02
1.95824698e-01 2.30277540e-01]
[ 1.22606572e-01 4.22336041e-01 3.32410372e-02 3.33641277e-01
-5.84657728e-01 -5.31228799e-02 -3.28762518e-01 1.47933754e-01
1.32105626e-01 4.17783112e-01]
[ 2.41174189e-01 2.48820610e-01 2.35225859e-01 1.10694031e-01
-2.97669311e-01 9.31747490e-02 -1.52418111e-01 1.61869017e-01
2.11756364e-01 4.54064386e-02]
[ -8.42076514e-02 1.87562449e-01 2.36281542e-01 -1.40196719e-03
1.72768537e-02 1.37286181e-01 -6.45212642e-02 -1.55358356e-02
-4.72128507e-02 3.46019708e-02]
[ -1.00514705e-01 -1.59455809e-02 2.34631812e-02 8.63034896e-02
-3.12461963e-02 1.18999645e-01 2.68007014e-01 2.03172774e-02
-2.80283871e-01 -9.93412021e-02]
[ -2.07491685e-01 1.40513913e-02 -8.74133107e-02 -3.27949080e-01
1.28229595e-01 1.14420076e-01 6.66361735e-02 1.04280788e-01
-1.95297365e-01 4.89561486e-02]
[ 4.21798909e-02 -2.77867346e-01 -1.11651062e-01 -1.16643369e-01
2.29244763e-01 1.07338570e-02 7.68097166e-02 1.54450124e-01
-1.29650780e-01 -1.71577748e-01]
[ 1.54861834e-01 -1.22566078e-01 -1.35207352e-01 4.25302429e-03
1.30793852e-01 -6.41745351e-02 -4.44375922e-02 -1.47693432e-01
1.37504280e-01 -9.23023425e-02]
[ -1.21158105e-01 1.70267346e-01 2.56128548e-01 -2.90678197e-02
1.74275838e-01 9.15610621e-02 -2.54531950e-02 -2.98577663e-01
-1.28270759e-01 -6.13424619e-02]
[ -3.54584716e-01 1.04791328e-01 8.58436701e-03 -3.40749508e-02
1.35039358e-01 -1.66578840e-01 -4.78869759e-02 2.35355815e-01
-9.94613566e-02 7.85845204e-02]
[ 1.46531079e-01 1.19861838e-01 -2.41360575e-01 -1.00127475e-01
1.14659593e-01 -2.88399794e-01 3.03732559e-03 -1.67857934e-01
-9.79811691e-03 -1.92289763e-01]
[ 2.07198253e-01 -1.39298112e-01 5.89813715e-02 -2.86627236e-02
5.09558110e-02 -2.81094348e-02 -1.78047129e-02 -1.36843917e-01
1.05504331e-01 -1.82623362e-01]
[ -1.04234712e-01 -1.62935423e-02 1.20256050e-01 1.09626176e-01
5.50473257e-03 -1.10807806e-01 2.30217943e-01 -7.67191930e-02
1.85327709e-01 -1.91433257e-03]
[ 3.00403493e-02 -8.78751566e-02 2.20014907e-01 -2.06869532e-01
3.68968416e-02 1.01860721e-01 -3.11237242e-02 -1.12256732e-01
4.45916307e-02 2.70431837e-01]]
[[ 0.45938931]
[ 1.19733852]
[ 0.22278758]
[ 0.65393489]
[-2.11519569]
[-0.24496244]
[-1.33852424]
[ 0.00983556]
[ 0.5100796 ]
[ 0.70497264]]
Progress: 12.9% ... Training loss: 0.359 ... Validation loss: 0.583[[ 1.56834157e-01 2.64348232e-01 -1.15686897e-01 1.02518190e-01
-5.57614994e-01 -6.66447480e-02 -9.50082094e-02 1.25137846e-01
-8.88195187e-02 2.04370792e-01]
[ 1.66594431e-02 1.76049546e-01 -1.92659031e-02 4.08573542e-02
9.30632985e-02 -6.25484994e-03 2.93448355e-01 4.13550564e-02
1.39606431e-01 -2.66661917e-02]
[ 2.06630546e-01 4.28060818e-01 3.75773875e-02 1.39846126e-01
2.14993573e-03 -7.09927384e-02 -5.40731886e-01 -3.23499203e-02
1.20530334e-01 3.82368199e-01]
[ -3.91197545e-02 -3.42818387e-01 -2.49255645e-01 -9.02437848e-03
7.96716413e-02 1.75979339e-01 1.77969006e-01 5.55848825e-02
5.13604265e-04 5.26631794e-02]
[ -3.35432204e-03 2.02573467e-01 -1.48522576e-01 4.12635431e-02
1.17077342e-01 -1.78907766e-01 1.03573817e-02 -1.20206052e-01
-1.94667243e-01 3.73997828e-02]
[ -3.47578984e-01 -2.84165747e-01 -2.86780023e-01 1.43036324e-01
1.48504349e-01 5.14074058e-02 -7.40298864e-03 -3.48631443e-02
-9.06637615e-03 3.26530684e-02]
[ -8.55964445e-03 -1.46969734e-01 7.49596068e-03 9.12353450e-02
-4.40949196e-02 -6.93855196e-02 1.75822499e-01 -1.88804780e-01
1.77053228e-01 3.49089455e-02]
[ 1.16907897e-01 -1.90255730e-01 3.36014364e-02 -6.41231387e-02
1.54884918e-01 -4.46180242e-02 2.72282674e-02 1.23452919e-01
7.01938592e-02 -9.36914125e-03]
[ -1.50187624e-01 -1.27833209e-02 -2.97406221e-01 6.71482601e-03
-1.14876867e-01 6.04478846e-02 -2.84907028e-01 -2.65601927e-02
2.80314343e-01 -9.04209438e-02]
[ 5.56921707e-02 -2.12157920e-01 8.50065444e-02 1.66512220e-02
1.78852514e-01 -1.00294677e-01 2.65620416e-02 -9.73672671e-02
-1.32235582e-02 1.37712856e-01]
[ -7.70850410e-02 1.14918134e-01 -1.23529578e-03 -1.58694937e-01
2.15263584e-02 2.62575779e-02 6.74266591e-02 -1.01551548e-01
-2.32998626e-02 -1.23477309e-01]
[ -7.55791177e-02 5.64546004e-02 -5.48681258e-02 3.39147641e-02
2.15075753e-01 8.54790227e-02 -9.24356927e-02 -1.39920564e-02
-1.33319336e-01 -1.56728568e-01]
[ -1.55603045e-01 7.22607358e-03 6.26319396e-02 2.37587273e-02
-1.77265772e-01 -2.20483183e-01 -1.81890980e-01 -1.96916401e-01
8.87584308e-02 1.76401303e-01]
[ -2.07976082e-01 -1.16346887e-01 1.22845020e-01 2.78198143e-01
-1.53855136e-01 -8.61082468e-02 -1.47553017e-01 -2.54729543e-01
-2.01189605e-01 1.80006446e-02]
[ 1.15344840e-01 -4.10952073e-02 -1.89880057e-02 1.12419878e-01
-6.64469038e-03 -8.10590195e-02 1.04082681e-01 4.41563663e-03
2.73640056e-02 1.97130204e-02]
[ 3.15106766e-02 -4.09911601e-02 -2.13594109e-01 1.38769287e-01
-4.05479608e-02 9.20013597e-02 -8.23763186e-02 -2.00369657e-02
-1.02352006e-01 -1.06451864e-02]
[ -1.29258788e-01 -6.00564415e-02 -2.07468146e-01 1.45938059e-01
-3.38950916e-03 1.38519910e-01 1.98751060e-02 -2.50350463e-01
5.86938127e-02 -2.11091563e-01]
[ -7.08901794e-02 -3.06003905e-02 2.76266249e-01 9.87206292e-02
1.17280100e-01 -6.19468625e-02 -1.34283193e-01 1.21230383e-01
6.84870252e-02 3.43845368e-02]
[ 3.99370192e-02 -3.14748314e-02 8.13980720e-02 7.27380564e-02
1.34194245e-01 -1.32451153e-02 2.83431604e-01 1.20284604e-01
-5.05897334e-02 -8.01591632e-02]
[ -3.11757045e-03 -1.72872009e-01 -2.95112100e-01 -6.25303021e-02
2.82369195e-01 -8.51769090e-02 1.98282606e-01 1.64420959e-01
9.55929217e-02 -4.36204219e-02]
[ 5.27096053e-02 2.11478654e-02 -1.18821971e-01 4.27597544e-02
-8.76397245e-02 3.25494800e-01 2.41350190e-01 2.05753452e-01
-1.66414214e-01 -5.27927245e-02]
[ 2.63333014e-02 3.53968115e-02 1.31929088e-01 1.36565025e-01
-1.06442137e-01 9.58785362e-02 -2.35375407e-01 -3.95779920e-02
2.30779444e-01 1.15470885e-01]
[ 1.02891812e-01 6.94092416e-02 -5.18229749e-02 -1.11787352e-01
-9.01683620e-02 -3.27078832e-01 1.14560231e-01 8.46689522e-03
1.35492494e-01 8.23186778e-02]
[ -9.74433495e-02 2.24993720e-02 -1.50890363e-02 2.34692595e-02
7.29980517e-03 -2.02809333e-01 -9.43395656e-02 -1.94920451e-02
1.47356739e-02 1.30198324e-01]
[ -1.29512958e-01 -1.53804633e-02 -1.90525369e-01 1.61782190e-02
-3.10858614e-01 -1.14066932e-02 -6.08273360e-02 -2.24146833e-02
1.88188012e-02 8.56240070e-02]
[ -1.13905802e-03 2.10242658e-02 -6.05964452e-02 -8.73862465e-02
4.02431303e-01 2.61898160e-01 4.44883125e-01 1.14795008e-01
-1.50373445e-01 -3.27341500e-01]
[ 2.04408331e-02 -2.44751155e-01 -1.17511892e-02 -2.16101468e-02
5.00562951e-01 8.29470381e-02 3.81174665e-01 9.35064588e-02
6.78808834e-02 -3.21927833e-01]
[ 4.00899459e-02 -3.14327790e-01 -2.89750668e-02 -6.73852027e-02
5.50292739e-01 9.58277974e-03 3.66763358e-01 5.01989720e-02
-3.30546805e-01 -1.71768178e-01]
[ -1.23737169e-01 -4.43895438e-01 1.20265414e-02 -1.41426158e-01
5.76966927e-01 -1.11385432e-01 4.66559088e-01 -7.98471797e-02
-2.02959902e-02 1.40065515e-01]
[ -2.50497283e-01 -2.63030104e-01 7.24891140e-02 5.84661664e-04
7.76108741e-01 1.25724488e-01 2.82518834e-01 4.98568322e-02
-5.17039335e-02 -8.51787783e-02]
[ -1.39398178e-01 -1.13006045e-01 2.79177818e-01 -1.58734901e-01
4.01872630e-01 -7.32000350e-02 4.91605801e-01 1.69434891e-02
-1.90282628e-01 5.63626509e-02]
[ -8.67345553e-02 -9.94235506e-02 -1.60951699e-01 -4.38342540e-02
3.10479401e-01 -2.49281542e-01 5.01955827e-02 1.71932941e-01
3.40169829e-02 -5.98915566e-02]
[ 1.14837355e-01 2.33469288e-01 1.65094021e-01 -8.78372562e-02
-8.49363974e-02 4.94706574e-02 -1.44027423e-01 2.84675491e-01
7.60534630e-02 1.74657120e-01]
[ 3.29666013e-01 2.59218070e-01 -9.26515611e-02 2.91724186e-01
-8.57165820e-01 -2.79139133e-01 -4.14818298e-01 1.77296814e-01
3.59699791e-01 -7.07958614e-02]
[ 5.61075168e-02 1.68448348e-01 2.56639088e-01 2.64254483e-01
-9.72607949e-02 -1.99318044e-01 -2.00273248e-01 -1.31977715e-01
-1.29629117e-01 -2.72415335e-01]
[ 3.67553467e-02 -1.54727841e-02 -1.11578862e-01 -3.48297874e-02
1.96732614e-01 3.57600828e-02 -4.33333462e-02 -1.83249004e-01
4.97240161e-02 2.28157035e-01]
[ -1.07419389e-02 -8.25932086e-02 -7.15614736e-02 -6.72726719e-02
4.01734440e-02 -1.68653791e-01 1.20311657e-01 9.64420106e-03
2.52301272e-02 -7.25669078e-03]
[ 1.36806218e-02 2.39308721e-02 2.38337734e-01 5.25980464e-02
-1.58032887e-01 -1.25414498e-01 1.61567331e-01 3.94484780e-02
-2.02980470e-01 9.04604185e-02]
[ 4.63086653e-02 -3.72819145e-02 9.66120130e-02 -2.88090987e-02
-1.23780440e-01 8.33224649e-02 1.39729632e-01 -2.71779874e-01
-4.49563306e-02 -1.23929497e-01]
[ -3.38372379e-02 2.42414483e-02 7.44101127e-02 -6.20537838e-02
6.94401921e-02 1.93499743e-01 1.63865854e-01 1.17507630e-01
-4.56332484e-02 1.45975551e-01]
[ 2.17857438e-01 4.87491940e-02 2.77114253e-02 7.77023214e-02
6.95959399e-02 -1.98570389e-02 -1.44038951e-01 1.48024032e-01
-5.70151666e-02 -2.07574089e-02]
[ 4.83956445e-03 -1.15230155e-01 -8.40040841e-04 -1.31209245e-02
-2.39693292e-01 -1.03865678e-01 -1.04911760e-01 3.95116872e-02
7.94668596e-02 1.43784356e-01]
[ -3.57254960e-02 4.12106867e-01 8.22259304e-02 3.02561043e-01
-7.70437149e-01 -2.70867164e-01 -4.90555581e-01 -7.67595978e-02
1.95989917e-01 2.30488328e-01]
[ 1.23058854e-01 4.23226590e-01 3.35103211e-02 3.34319559e-01
-5.86802833e-01 -5.33538441e-02 -3.29869678e-01 1.47945482e-01
1.32750794e-01 4.18399703e-01]
[ 2.41132780e-01 2.48784313e-01 2.35206417e-01 1.10633102e-01
-2.97437866e-01 9.31972739e-02 -1.52352969e-01 1.61868039e-01
2.11703614e-01 4.53578457e-02]
[ -8.38414854e-02 1.88473836e-01 2.36464473e-01 -8.80373078e-04
1.56186095e-02 1.37098642e-01 -6.55957484e-02 -1.55280805e-02
-4.68029993e-02 3.51298965e-02]
[ -1.00654282e-01 -1.62448121e-02 2.34030602e-02 8.61545869e-02
-3.07993654e-02 1.19063598e-01 2.68363471e-01 2.03147176e-02
-2.80431822e-01 -9.95219296e-02]
[ -2.07732233e-01 1.34227931e-02 -8.75266981e-02 -3.28290344e-01
1.29336800e-01 1.14546419e-01 6.73152627e-02 1.04275644e-01
-1.95551501e-01 4.85942382e-02]
[ 4.15742620e-02 -2.79582199e-01 -1.11966545e-01 -1.17580961e-01
2.32293936e-01 1.10693374e-02 7.86374951e-02 1.54435976e-01
-1.30376260e-01 -1.72565164e-01]
[ 1.54585569e-01 -1.23495862e-01 -1.35306880e-01 3.87809848e-03
1.32121576e-01 -6.40094950e-02 -4.34759471e-02 -1.47699203e-01
1.37187192e-01 -9.27422412e-02]
[ -1.20621900e-01 1.71437331e-01 2.56407177e-01 -2.82668900e-02
1.72024747e-01 9.12758405e-02 -2.69735023e-02 -2.98565020e-01
-1.27673270e-01 -6.04884170e-02]
[ -3.55481053e-01 1.02307900e-01 8.16393519e-03 -3.54065411e-02
1.39890727e-01 -1.66088968e-01 -4.52291259e-02 2.35336431e-01
-1.00483419e-01 7.72986274e-02]
[ 1.46352949e-01 1.19325212e-01 -2.41458692e-01 -1.00437754e-01
1.15425260e-01 -2.88302360e-01 3.67995136e-03 -1.67862145e-01
-9.99987270e-03 -1.92626881e-01]
[ 2.07015069e-01 -1.40147874e-01 5.88967386e-02 -2.90520356e-02
5.25552747e-02 -2.79672374e-02 -1.70150302e-02 -1.36847408e-01
1.05296808e-01 -1.83061014e-01]
[ -1.04740479e-01 -1.75397170e-02 1.20001643e-01 1.08871266e-01
7.72342871e-03 -1.10541496e-01 2.31529762e-01 -7.67308212e-02
1.84757454e-01 -2.68302590e-03]
[ 3.00560958e-02 -8.86129313e-02 2.20008499e-01 -2.06894735e-01
3.72111265e-02 1.01878267e-01 -3.09419463e-02 -1.12258869e-01
4.46254592e-02 2.70438246e-01]]
[[ 4.52167597e-01]
[ 1.19217920e+00]
[ 2.16152039e-01]
[ 6.47692415e-01]
[ -2.12915220e+00]
[ -2.50945675e-01]
[ -1.34629241e+00]
[ 1.84654047e-03]
[ 5.03949043e-01]
[ 6.96058961e-01]]
Progress: 13.0% ... Training loss: 0.357 ... Validation loss: 0.586[[ 1.57704590e-01 2.66131349e-01 -1.15184645e-01 1.03827118e-01
-5.61219909e-01 -6.71296869e-02 -9.65959394e-02 1.25142014e-01
-8.76943700e-02 2.05665561e-01]
[ 1.68474002e-02 1.76539722e-01 -1.91804580e-02 4.11301694e-02
9.22268646e-02 -6.36007852e-03 2.92894406e-01 4.13558380e-02
1.39810523e-01 -2.64124357e-02]
[ 2.05541714e-01 4.26295386e-01 3.71164563e-02 1.38197499e-01
6.84742529e-03 -7.04449528e-02 -5.37880007e-01 -3.23541280e-02
1.19442208e-01 3.80991217e-01]
[ -4.11354718e-02 -3.48225616e-01 -2.50311557e-01 -1.19557376e-02
8.91760076e-02 1.77133638e-01 1.83950907e-01 5.55755108e-02
-1.78457254e-03 4.93210828e-02]
[ -1.75655354e-03 2.06488349e-01 -1.47767160e-01 4.35369953e-02
1.09500989e-01 -1.79727811e-01 5.29700699e-03 -1.20198940e-01
-1.92909157e-01 3.98619712e-02]
[ -3.46350979e-01 -2.81531089e-01 -2.86184410e-01 1.44866756e-01
1.42941004e-01 5.07158597e-02 -1.03672577e-02 -3.48578283e-02
-7.67526520e-03 3.44048900e-02]
[ -8.69620256e-03 -1.47580913e-01 7.44467498e-03 9.10067844e-02
-4.31750530e-02 -6.92510897e-02 1.76569888e-01 -1.88805141e-01
1.76912977e-01 3.46831942e-02]
[ 1.16656882e-01 -1.90996003e-01 3.35477920e-02 -6.43547639e-02
1.55383573e-01 -4.45693120e-02 2.83362375e-02 1.23452402e-01
7.00579633e-02 -9.64640976e-03]
[ -1.50432473e-01 -1.32524155e-02 -2.97481576e-01 6.42149044e-03
-1.13833029e-01 6.05841028e-02 -2.84015489e-01 -2.65610288e-02
2.80068698e-01 -9.07956367e-02]
[ 5.70769359e-02 -2.09201145e-01 8.57639853e-02 1.87312758e-02
1.72159822e-01 -1.01093290e-01 2.36790892e-02 -9.73606172e-02
-1.15413754e-02 1.39877557e-01]
[ -7.81026169e-02 1.12427603e-01 -1.67038305e-03 -1.60057661e-01
2.61921350e-02 2.68121931e-02 7.04745418e-02 -1.01555616e-01
-2.43869244e-02 -1.25038682e-01]
[ -7.53507248e-02 5.68024670e-02 -5.47751514e-02 3.42743446e-02
2.14001681e-01 8.53508349e-02 -9.28179944e-02 -1.39910364e-02
-1.33045138e-01 -1.56457787e-01]
[ -1.55603045e-01 7.22607358e-03 6.26319396e-02 2.37587273e-02
-1.77265772e-01 -2.20483183e-01 -1.81890980e-01 -1.96916401e-01
8.87584308e-02 1.76401303e-01]
[ -2.07560958e-01 -1.15459173e-01 1.23062717e-01 2.78861506e-01
-1.55941676e-01 -8.63667187e-02 -1.48662878e-01 -2.54727627e-01
-2.00689152e-01 1.86462589e-02]
[ 1.15922165e-01 -4.00989590e-02 -1.87216812e-02 1.13274234e-01
-9.21339125e-03 -8.13635990e-02 1.02829246e-01 4.41808753e-03
2.80134243e-02 2.05105070e-02]
[ 3.16651779e-02 -4.05265877e-02 -2.13524618e-01 1.38964630e-01
-4.10257158e-02 9.19197941e-02 -8.26085023e-02 -2.00363372e-02
-1.02198921e-01 -1.04963612e-02]
[ -1.29589996e-01 -6.09883823e-02 -2.07607246e-01 1.45462229e-01
-1.71079682e-03 1.38708464e-01 2.08465423e-02 -2.50351620e-01
5.83151674e-02 -2.11587154e-01]
[ -7.04646478e-02 -2.96413260e-02 2.76463792e-01 9.93086840e-02
1.15403606e-01 -6.21367885e-02 -1.35311741e-01 1.21232160e-01
6.89874429e-02 3.50154918e-02]
[ 3.94463098e-02 -3.27560756e-02 8.11653049e-02 7.20036969e-02
1.36499035e-01 -1.29734961e-02 2.84900734e-01 1.20282506e-01
-5.11530161e-02 -8.08952286e-02]
[ -3.22879246e-03 -1.72988271e-01 -2.95131889e-01 -6.26340050e-02
2.82515928e-01 -8.51621059e-02 1.98454558e-01 1.64420456e-01
9.54836580e-02 -4.36929146e-02]
[ 5.29181745e-02 2.14117447e-02 -1.18713113e-01 4.30808748e-02
-8.84650419e-02 3.25361360e-01 2.41068910e-01 2.05754648e-01
-1.66118047e-01 -5.24657507e-02]
[ 2.60310962e-02 3.47344240e-02 1.31812804e-01 1.36204151e-01
-1.05592288e-01 9.60186318e-02 -2.34325226e-01 -3.95789551e-02
2.30558388e-01 1.15030240e-01]
[ 1.02968537e-01 6.96809845e-02 -5.17558441e-02 -1.11643518e-01
-9.05311831e-02 -3.27112241e-01 1.14465724e-01 8.46723524e-03
1.35560449e-01 8.24081364e-02]
[ -9.74280248e-02 2.25645258e-02 -1.50728095e-02 2.35074887e-02
7.25431425e-03 -2.02822012e-01 -9.43367503e-02 -1.94919070e-02
1.47560045e-02 1.30238101e-01]
[ -1.29555132e-01 -1.54828931e-02 -1.90545372e-01 1.61255955e-02
-3.10696564e-01 -1.13798807e-02 -6.07104074e-02 -2.24148074e-02
1.87725414e-02 8.55638189e-02]
[ -8.48689540e-04 2.15612218e-02 -6.04770422e-02 -8.69552207e-02
4.01228404e-01 2.61743494e-01 4.44321350e-01 1.14796225e-01
-1.50044496e-01 -3.26987140e-01]
[ 2.04590419e-02 -2.45046055e-01 -1.17327858e-02 -2.15571777e-02
5.00414067e-01 8.29347951e-02 3.81410039e-01 9.35066168e-02
6.79374761e-02 -3.21903520e-01]
[ 3.99556427e-02 -3.14679282e-01 -2.90374387e-02 -6.75711160e-02
5.50854183e-01 9.65172245e-03 3.67221203e-01 5.01984358e-02
-3.30707088e-01 -1.71980253e-01]
[ -1.24867262e-01 -4.46681071e-01 1.15099914e-02 -1.43063481e-01
5.82137474e-01 -1.10756214e-01 4.69877862e-01 -7.98518896e-02
-2.15416185e-02 1.38367061e-01]
[ -2.50937447e-01 -2.64076749e-01 7.22752549e-02 -5.42273237e-05
7.77858125e-01 1.25969428e-01 2.83780793e-01 4.98550157e-02
-5.21779296e-02 -8.58662574e-02]
[ -1.39644809e-01 -1.13702486e-01 2.79055524e-01 -1.59092377e-01
4.03073189e-01 -7.30581444e-02 4.92331212e-01 1.69424638e-02
-1.90557559e-01 5.59913643e-02]
[ -8.68714307e-02 -9.97692575e-02 -1.61017122e-01 -4.40243258e-02
3.11087409e-01 -2.49205539e-01 5.06028613e-02 1.71932382e-01
3.38672829e-02 -6.01011242e-02]
[ 1.15691826e-01 2.35528393e-01 1.65503094e-01 -8.66106163e-02
-8.88344225e-02 4.89931828e-02 -1.46390297e-01 2.84678710e-01
7.69710673e-02 1.75894524e-01]
[ 3.29657669e-01 2.59281614e-01 -9.26380964e-02 2.91745408e-01
-8.57237777e-01 -2.79139483e-01 -4.14731178e-01 1.77296907e-01
3.59715725e-01 -7.07909227e-02]
[ 5.63027409e-02 1.68984490e-01 2.56737363e-01 2.64534180e-01
-9.81781176e-02 -1.99418403e-01 -2.00842209e-01 -1.31976921e-01
-1.29426016e-01 -2.72154503e-01]
[ 3.67866744e-02 -1.54960010e-02 -1.11569791e-01 -3.47821962e-02
1.96613732e-01 3.57413062e-02 -4.34539882e-02 -1.83248920e-01
4.97628637e-02 2.28222386e-01]
[ -1.07106078e-02 -8.25095988e-02 -7.15474876e-02 -6.72274234e-02
4.00653115e-02 -1.68668019e-01 1.20218013e-01 9.64431462e-03
2.52597093e-02 -7.20491086e-03]
[ 1.33830627e-02 2.31926953e-02 2.38209651e-01 5.21664975e-02
-1.56644399e-01 -1.25261974e-01 1.62338495e-01 3.94473062e-02
-2.03308687e-01 9.00459057e-02]
[ 4.61778744e-02 -3.76206753e-02 9.65477808e-02 -2.90000568e-02
-1.23154041e-01 8.33946623e-02 1.40124665e-01 -2.71780374e-01
-4.51031520e-02 -1.24128117e-01]
[ -3.36777373e-02 2.47488469e-02 7.44810836e-02 -6.18346321e-02
6.87500691e-02 1.93411301e-01 1.63351722e-01 1.17508340e-01
-4.54839858e-02 1.46198927e-01]
[ 2.17825784e-01 4.88852095e-02 2.77333315e-02 7.77483809e-02
6.92501070e-02 -1.98850311e-02 -1.43963567e-01 1.48024328e-01
-5.69736317e-02 -2.07093074e-02]
[ 5.32919314e-03 -1.13923457e-01 -5.91799323e-04 -1.23801969e-02
-2.42036395e-01 -1.04132070e-01 -1.06183741e-01 3.95138015e-02
7.99813646e-02 1.44508063e-01]
[ -3.45105225e-02 4.14646034e-01 8.27983635e-02 3.04246983e-01
-7.75329605e-01 -2.71503586e-01 -4.93412555e-01 -7.67544273e-02
1.97413009e-01 2.32244680e-01]
[ 1.22769149e-01 4.22395132e-01 3.33848037e-02 3.33891735e-01
-5.85428268e-01 -5.31834254e-02 -3.28950511e-01 1.47944407e-01
1.32436446e-01 4.17958074e-01]
[ 2.41457619e-01 2.49785317e-01 2.35377876e-01 1.11151827e-01
-2.99103337e-01 9.29928303e-02 -1.53355402e-01 1.61869586e-01
2.12098162e-01 4.59085015e-02]
[ -8.40321288e-02 1.87958526e-01 2.36369115e-01 -1.15280255e-03
1.65346078e-02 1.37202701e-01 -6.50116222e-02 -1.55288632e-02
-4.70119450e-02 3.48628284e-02]
[ -1.00699089e-01 -1.63301316e-02 2.33809211e-02 8.61052791e-02
-3.06455492e-02 1.19088992e-01 2.68470033e-01 2.03145693e-02
-2.80470470e-01 -9.95801398e-02]
[ -2.07704349e-01 1.35072824e-02 -8.74851680e-02 -3.28202978e-01
1.29091331e-01 1.14515758e-01 6.71994292e-02 1.04275887e-01
-1.95494557e-01 4.86747485e-02]
[ 4.16136570e-02 -2.79569159e-01 -1.11943607e-01 -1.17524672e-01
2.32092301e-01 1.10440155e-02 7.85441773e-02 1.54436144e-01
-1.30335920e-01 -1.72513834e-01]
[ 1.55459311e-01 -1.21177222e-01 -1.34844309e-01 5.22852306e-03
1.27782877e-01 -6.45184042e-02 -4.56661423e-02 -1.47695215e-01
1.38223693e-01 -9.13779981e-02]
[ -1.20196373e-01 1.72211090e-01 2.56630407e-01 -2.75987539e-02
1.70303063e-01 9.10107216e-02 -2.78233954e-02 -2.98562805e-01
-1.27118946e-01 -5.99098092e-02]
[ -3.55724730e-01 1.01903650e-01 8.06482117e-03 -3.58064206e-02
1.40730625e-01 -1.65964610e-01 -4.46379686e-02 2.35335307e-01
-1.00796775e-01 7.69626817e-02]
[ 1.46014333e-01 1.18285862e-01 -2.41610795e-01 -1.00876997e-01
1.16968628e-01 -2.88136129e-01 4.94150538e-03 -1.67863489e-01
-1.03083946e-02 -1.93199404e-01]
[ 2.07585467e-01 -1.39023573e-01 5.91731169e-02 -2.82270522e-02
4.99424749e-02 -2.82436929e-02 -1.83343243e-02 -1.36844899e-01
1.05977371e-01 -1.82240366e-01]
[ -1.04833908e-01 -1.77956784e-02 1.19973584e-01 1.08800651e-01
8.02107338e-03 -1.10508165e-01 2.31774407e-01 -7.67310592e-02
1.84692541e-01 -2.81464424e-03]
[ 2.94577342e-02 -9.03159601e-02 2.19740923e-01 -2.07751632e-01
4.01024125e-02 1.02232644e-01 -2.88972918e-02 -1.12261272e-01
4.39101820e-02 2.69588943e-01]]
[[ 0.45698905]
[ 1.19929424]
[ 0.22052156]
[ 0.65419915]
[-2.12964609]
[-0.2490619 ]
[-1.34576318]
[ 0.00517767]
[ 0.50761446]
[ 0.70014489]]
Progress: 13.1% ... Training loss: 0.356 ... Validation loss: 0.582[[ 1.59010634e-01 2.68826330e-01 -1.14390445e-01 1.06041615e-01
-5.68097652e-01 -6.78296640e-02 -9.97714970e-02 1.25159637e-01
-8.58338626e-02 2.07389015e-01]
[ 1.64835736e-02 1.75638970e-01 -1.93793193e-02 4.05728845e-02
9.36988215e-02 -6.13755401e-03 2.93938993e-01 4.13512011e-02
1.39425378e-01 -2.70047299e-02]
[ 2.07274270e-01 4.30459667e-01 3.80004402e-02 1.40736931e-01
-1.96439625e-03 -7.12177208e-02 -5.42970921e-01 -3.23342647e-02
1.21648697e-01 3.83276895e-01]
[ -4.54638841e-02 -3.58532657e-01 -2.52499420e-01 -1.82979278e-02
1.09337006e-01 1.79351033e-01 1.95984889e-01 5.55250420e-02
-6.69357616e-03 4.30181492e-02]
[ 7.15293139e-04 2.11038186e-01 -1.46498517e-01 4.70782911e-02
9.74064760e-02 -1.80776327e-01 -1.24408717e-03 -1.20172027e-01
-1.90090451e-01 4.31791441e-02]
[ -3.45481817e-01 -2.79749128e-01 -2.85764836e-01 1.46156070e-01
1.39108563e-01 5.02179227e-02 -1.23644598e-02 -3.48476863e-02
-6.69238386e-03 3.56089774e-02]
[ -8.89996594e-03 -1.49157313e-01 7.39956913e-03 9.07337993e-02
-4.22047104e-02 -6.90170647e-02 1.77431830e-01 -1.88807318e-01
1.76858680e-01 3.42342087e-02]
[ 1.17357636e-01 -1.88654904e-01 3.39758042e-02 -6.30240712e-02
1.50909211e-01 -4.50458155e-02 2.61808427e-02 1.23462683e-01
7.10872010e-02 -8.48021447e-03]
[ -1.50946600e-01 -1.45461211e-02 -2.97711734e-01 5.68201069e-03
-1.11547175e-01 6.08399932e-02 -2.82440045e-01 -2.65669052e-02
2.79551337e-01 -9.15784054e-02]
[ 5.96094218e-02 -2.03341149e-01 8.71206777e-02 2.26974292e-02
1.59765282e-01 -1.02481800e-01 1.69147355e-02 -9.73292056e-02
-8.36361776e-03 1.43628204e-01]
[ -7.89781076e-02 1.10009130e-01 -2.07757526e-03 -1.61271539e-01
2.98154234e-02 2.72742828e-02 7.30782127e-02 -1.01565405e-01
-2.52271108e-02 -1.26405488e-01]
[ -7.61556939e-02 5.46138989e-02 -5.51523284e-02 3.31296118e-02
2.17722328e-01 8.57927301e-02 -9.03725218e-02 -1.40002901e-02
-1.33942250e-01 -1.57703100e-01]
[ -1.55603045e-01 7.22607358e-03 6.26319396e-02 2.37587273e-02
-1.77265772e-01 -2.20483183e-01 -1.81890980e-01 -1.96916401e-01
8.87584308e-02 1.76401303e-01]
[ -2.07624120e-01 -1.15596075e-01 1.23038855e-01 2.78793428e-01
-1.55713565e-01 -8.63404964e-02 -1.48499879e-01 -2.54728269e-01
-2.00758713e-01 1.85706204e-02]
[ 1.16142056e-01 -3.95972034e-02 -1.86111729e-02 1.13610122e-01
-1.05154825e-02 -8.14920389e-02 1.02330799e-01 4.42061848e-03
2.82478166e-02 2.08427238e-02]
[ 3.24914085e-02 -3.88922684e-02 -2.13145265e-01 1.40129261e-01
-4.42870996e-02 9.14746534e-02 -8.44965884e-02 -2.00270064e-02
-1.01266699e-01 -9.42063860e-03]
[ -1.30026935e-01 -6.21030158e-02 -2.07786103e-01 1.44854320e-01
2.69104582e-04 1.38939436e-01 2.22107316e-02 -2.50356334e-01
5.78850963e-02 -2.12212869e-01]
[ -7.13485073e-02 -3.20702606e-02 2.76033971e-01 9.80403314e-02
1.19644383e-01 -6.16502913e-02 -1.32628859e-01 1.21222055e-01
6.80297632e-02 3.36660583e-02]
[ 4.04386894e-02 -3.09448614e-02 8.16650811e-02 7.34373835e-02
1.31820876e-01 -1.34026540e-02 2.81954141e-01 1.20293689e-01
-4.99594542e-02 -7.95427749e-02]
[ -2.50622755e-03 -1.71247258e-01 -2.94752747e-01 -6.14880440e-02
2.78597148e-01 -8.55635179e-02 1.96410298e-01 1.64429464e-01
9.63696329e-02 -4.26241961e-02]
[ 5.24247092e-02 2.02122697e-02 -1.18951494e-01 4.23722830e-02
-8.63246086e-02 3.25623217e-01 2.42363749e-01 2.05748896e-01
-1.66669913e-01 -5.32085712e-02]
[ 2.61189930e-02 3.54690880e-02 1.31937660e-01 1.36528854e-01
-1.06453081e-01 9.58960397e-02 -2.34506068e-01 -3.95762427e-02
2.30851071e-01 1.15274634e-01]
[ 1.02978159e-01 6.97433388e-02 -5.17471860e-02 -1.11626689e-01
-9.06768863e-02 -3.27126647e-01 1.14431548e-01 8.46729582e-03
1.35594544e-01 8.24417476e-02]
[ -9.76825376e-02 2.19251708e-02 -1.51938734e-02 2.31459986e-02
8.41210878e-03 -2.02692843e-01 -9.35974363e-02 -1.94947457e-02
1.44776332e-02 1.29849371e-01]
[ -1.29429752e-01 -1.51959580e-02 -1.90483357e-01 1.63258599e-02
-3.11327277e-01 -1.14579743e-02 -6.10774368e-02 -2.24132114e-02
1.89276196e-02 8.57775697e-02]
[ -9.96056132e-04 2.11705663e-02 -6.05477863e-02 -8.71705076e-02
4.01855116e-01 2.61821672e-01 4.44763582e-01 1.14794560e-01
-1.50211381e-01 -3.27217324e-01]
[ 2.00682700e-02 -2.46096222e-01 -1.19239387e-02 -2.21122426e-02
5.02236973e-01 8.31545089e-02 3.82548750e-01 9.35023001e-02
6.75265354e-02 -3.22474705e-01]
[ 3.97604295e-02 -3.15299461e-01 -2.91329317e-02 -6.78459590e-02
5.51741818e-01 9.75610388e-03 3.67831598e-01 5.01962577e-02
-3.30928918e-01 -1.72278231e-01]
[ -1.24940969e-01 -4.46899647e-01 1.14745310e-02 -1.43169988e-01
5.82519059e-01 -1.10717971e-01 4.70110922e-01 -7.98527345e-02
-2.16254450e-02 1.38267085e-01]
[ -2.51049916e-01 -2.64458240e-01 7.22169959e-02 -2.06125521e-04
7.78386755e-01 1.26025873e-01 2.84163453e-01 4.98538425e-02
-5.22950144e-02 -8.60423466e-02]
[ -1.40455342e-01 -1.15729856e-01 2.78683263e-01 -1.60257790e-01
4.06684040e-01 -7.26164916e-02 4.94656527e-01 1.69333106e-02
-1.91418824e-01 5.48031269e-02]
[ -8.74808418e-02 -1.01275037e-01 -1.61309403e-01 -4.48948452e-02
3.13931282e-01 -2.48896294e-01 5.23610478e-02 1.71925597e-01
3.32135628e-02 -6.10075412e-02]
[ 1.15776913e-01 2.35705161e-01 1.65544765e-01 -8.64867504e-02
-8.92488253e-02 4.89451587e-02 -1.46563565e-01 2.84679691e-01
7.70710857e-02 1.76028997e-01]
[ 3.29124732e-01 2.58191579e-01 -9.28597322e-02 2.91063809e-01
-8.55196912e-01 -2.78893582e-01 -4.13273346e-01 1.77291290e-01
3.59192861e-01 -7.14799023e-02]
[ 5.60960701e-02 1.68435827e-01 2.56624436e-01 2.64217690e-01
-9.71042680e-02 -1.99295307e-01 -2.00218931e-01 -1.31979524e-01
-1.29687912e-01 -2.72511198e-01]
[ 3.64875303e-02 -1.61196485e-02 -1.11699485e-01 -3.51814080e-02
1.97830177e-01 3.58883652e-02 -4.25995673e-02 -1.83252194e-01
4.94641323e-02 2.27790477e-01]
[ -1.05887325e-02 -8.21847088e-02 -7.14768200e-02 -6.70288122e-02
3.94419419e-02 -1.68743960e-01 1.19816812e-01 9.64586600e-03
2.54240122e-02 -7.02557258e-03]
[ 1.38424821e-02 2.43871894e-02 2.38419971e-01 5.28184750e-02
-1.58732973e-01 -1.25508601e-01 1.61005018e-01 3.94524958e-02
-2.02805554e-01 9.07183934e-02]
[ 4.63276457e-02 -3.72674686e-02 9.66081926e-02 -2.87992380e-02
-1.23805352e-01 8.33244806e-02 1.39720182e-01 -2.71778995e-01
-4.49466463e-02 -1.23941499e-01]
[ -3.31570299e-02 2.60280695e-02 7.47260177e-02 -6.10551677e-02
6.62401747e-02 1.93121557e-01 1.61756581e-01 1.17514411e-01
-4.48750509e-02 1.46883103e-01]
[ 2.17834011e-01 4.90587201e-02 2.77670011e-02 7.78148366e-02
6.90708455e-02 -1.99150501e-02 -1.43919971e-01 1.48024846e-01
-5.69428898e-02 -2.06480123e-02]
[ 6.67841900e-03 -1.10658365e-01 7.37945499e-05 -1.04093673e-02
-2.48386520e-01 -1.04838579e-01 -1.09767946e-01 3.95292841e-02
8.15210592e-02 1.46428367e-01]
[ -3.39277864e-02 4.15371316e-01 8.30922844e-02 3.04987560e-01
-7.77567575e-01 -2.71702973e-01 -4.94799485e-01 -7.67482739e-02
1.98128535e-01 2.33002668e-01]
[ 1.22834366e-01 4.22493839e-01 3.34110468e-02 3.33987214e-01
-5.85638983e-01 -5.32181735e-02 -3.29099315e-01 1.47945167e-01
1.32507358e-01 4.18037854e-01]
[ 2.41456484e-01 2.49804566e-01 2.35409791e-01 1.11236411e-01
-2.99306769e-01 9.29493000e-02 -1.53373800e-01 1.61870238e-01
2.12147161e-01 4.58966031e-02]
[ -8.30755056e-02 1.90278785e-01 2.36866197e-01 3.31214832e-04
1.16892402e-02 1.36681446e-01 -6.77877751e-02 -1.55172489e-02
-4.58623843e-02 3.63596646e-02]
[ -1.00501307e-01 -1.58780003e-02 2.34727199e-02 8.64005354e-02
-3.15900635e-02 1.18976507e-01 2.67955335e-01 2.03169258e-02
-2.80241894e-01 -9.92781926e-02]
[ -2.07743078e-01 1.34219204e-02 -8.75031672e-02 -3.28253757e-01
1.29301966e-01 1.14534439e-01 6.72982002e-02 1.04275469e-01
-1.95533767e-01 4.86312886e-02]
[ 4.13870988e-02 -2.80157089e-01 -1.12041603e-01 -1.17821456e-01
2.33056647e-01 1.11553458e-02 7.91972660e-02 1.54433833e-01
-1.30574112e-01 -1.72847543e-01]
[ 1.56385340e-01 -1.18882796e-01 -1.34377605e-01 6.58091553e-03
1.23322927e-01 -6.50291876e-02 -4.80953432e-02 -1.47684802e-01
1.39326075e-01 -8.99676432e-02]
[ -1.21310321e-01 1.69344104e-01 2.56103534e-01 -2.91580351e-02
1.74774362e-01 9.16135279e-02 -2.44762447e-02 -2.98575231e-01
-1.28266324e-01 -6.16817550e-02]
[ -3.55807249e-01 1.01766590e-01 8.03462908e-03 -3.58736497e-02
1.40869321e-01 -1.65939715e-01 -4.45730625e-02 2.35334552e-01
-1.00853545e-01 7.69747951e-02]
[ 1.46404975e-01 1.18420081e-01 -2.41360267e-01 -1.00270948e-01
1.14994418e-01 -2.88253886e-01 4.00984409e-03 -1.67858354e-01
-9.73265941e-03 -1.92601458e-01]
[ 2.07811765e-01 -1.38222553e-01 5.93265125e-02 -2.77949714e-02
4.92106924e-02 -2.84025061e-02 -1.90303771e-02 -1.36841283e-01
1.06257862e-01 -1.81763639e-01]
[ -1.05800436e-01 -2.02492421e-02 1.19527029e-01 1.07459381e-01
1.25365977e-02 -1.10001130e-01 2.34699004e-01 -7.67419395e-02
1.83654269e-01 -4.25423294e-03]
[ 3.09297850e-02 -8.68350582e-02 2.20446240e-01 -2.05566831e-01
3.30922304e-02 1.01400737e-01 -3.28922405e-02 -1.12244005e-01
4.56344523e-02 2.71441865e-01]]
[[ 0.46605745]
[ 1.2091156 ]
[ 0.22716355]
[ 0.66093831]
[-2.12789125]
[-0.24739774]
[-1.34590312]
[ 0.00947761]
[ 0.51276406]
[ 0.71104683]]
Progress: 13.1% ... Training loss: 0.358 ... Validation loss: 0.576[[ 1.56834461e-01 2.63299955e-01 -1.15520006e-01 1.02700813e-01
-5.57673755e-01 -6.66204165e-02 -9.30765122e-02 1.25114324e-01
-8.83111711e-02 2.03993967e-01]
[ 1.65118379e-02 1.75732568e-01 -1.93577179e-02 4.06346132e-02
9.35516998e-02 -6.16351077e-03 2.93865021e-01 4.13519620e-02
1.39474739e-01 -2.69568082e-02]
[ 2.05777842e-01 4.27142896e-01 3.72158193e-02 1.38228904e-01
4.34851595e-03 -7.03678930e-02 -5.38475278e-01 -3.23671443e-02
1.19735322e-01 3.80918029e-01]
[ -4.44013844e-02 -3.56924844e-01 -2.51992655e-01 -1.66712597e-02
1.04412625e-01 1.78773617e-01 1.93234858e-01 5.55496599e-02
-5.46384847e-03 4.49819932e-02]
[ 2.62018272e-03 2.16029093e-01 -1.45606126e-01 4.97787266e-02
8.90788855e-02 -1.81812643e-01 -6.99959090e-03 -1.20133432e-01
-1.88023270e-01 4.60011104e-02]
[ -3.44959293e-01 -2.78727594e-01 -2.85518019e-01 1.46999724e-01
1.36884012e-01 4.99073091e-02 -1.36285061e-02 -3.48360124e-02
-6.02762001e-03 3.63491442e-02]
[ -9.69952601e-03 -1.51219394e-01 6.99012042e-03 8.95577035e-02
-3.85179450e-02 -6.85802109e-02 1.80134016e-01 -1.88824203e-01
1.75957942e-01 3.28926083e-02]
[ 1.16076038e-01 -1.92054041e-01 3.33183321e-02 -6.50117156e-02
1.56514999e-01 -4.43493892e-02 3.03726963e-02 1.23436178e-01
6.96106276e-02 -1.04487140e-02]
[ -1.50990974e-01 -1.46602668e-02 -2.97724524e-01 5.63587393e-03
-1.11317869e-01 6.08521898e-02 -2.82278626e-01 -2.65676060e-02
2.79519202e-01 -9.16521246e-02]
[ 5.82498645e-02 -2.07127177e-01 8.63961345e-02 2.05292652e-02
1.66366075e-01 -1.01715731e-01 2.17767501e-02 -9.73589644e-02
-9.92640532e-03 1.41326892e-01]
[ -7.92543923e-02 1.09263471e-01 -2.23021581e-03 -1.61569101e-01
3.08800262e-02 2.73850077e-02 7.40723660e-02 -1.01569813e-01
-2.54738048e-02 -1.26807376e-01]
[ -7.61228594e-02 5.45917554e-02 -5.51080393e-02 3.32291143e-02
2.17354239e-01 8.57507990e-02 -9.04372778e-02 -1.39985401e-02
-1.33877450e-01 -1.57643552e-01]
[ -1.55603045e-01 7.22607358e-03 6.26319396e-02 2.37587273e-02
-1.77265772e-01 -2.20483183e-01 -1.81890980e-01 -1.96916401e-01
8.87584308e-02 1.76401303e-01]
[ -2.07451251e-01 -1.15287251e-01 1.23116064e-01 2.79094323e-01
-1.56341230e-01 -8.64429351e-02 -1.48936699e-01 -2.54723977e-01
-2.00511874e-01 1.88342497e-02]
[ 1.16134712e-01 -3.98888885e-02 -1.86012495e-02 1.13629035e-01
-1.04543150e-02 -8.15065449e-02 1.02553239e-01 4.42111215e-03
2.82775733e-02 2.07895990e-02]
[ 3.28170887e-02 -3.79706319e-02 -2.12999025e-01 1.40586907e-01
-4.56719806e-02 9.13051209e-02 -8.53980161e-02 -2.00210772e-02
-1.00929252e-01 -8.94398641e-03]
[ -1.30098704e-01 -6.22604681e-02 -2.07833769e-01 1.44761055e-01
7.43412609e-04 1.38972432e-01 2.24989258e-02 -2.50357665e-01
5.77895874e-02 -2.12342783e-01]
[ -7.16235367e-02 -3.28342090e-02 2.75918526e-01 9.76305748e-02
1.20881094e-01 -6.14968692e-02 -1.31642955e-01 1.21216714e-01
6.77293359e-02 3.32063955e-02]
[ 3.98191440e-02 -3.25065586e-02 8.13439457e-02 7.25309210e-02
1.34491533e-01 -1.30649362e-02 2.83827219e-01 1.20280277e-01
-5.06429706e-02 -8.05401509e-02]
[ -3.30892420e-03 -1.73330285e-01 -2.95180608e-01 -6.27263632e-02
2.81921987e-01 -8.51219559e-02 1.98793132e-01 1.64411610e-01
9.54194033e-02 -4.37811638e-02]
[ 5.20173955e-02 1.91875019e-02 -1.19150137e-01 4.17870139e-02
-8.47416252e-02 3.25829376e-01 2.43471716e-01 2.05741423e-01
-1.67126783e-01 -5.38317334e-02]
[ 2.60657965e-02 3.52227502e-02 1.31915929e-01 1.36390469e-01
-1.05867066e-01 9.59253978e-02 -2.33770995e-01 -3.95771647e-02
2.30809364e-01 1.15059047e-01]
[ 1.03216713e-01 7.03995156e-02 -5.16421078e-02 -1.11282809e-01
-9.17072358e-02 -3.27253216e-01 1.13699687e-01 8.47226916e-03
1.35852652e-01 8.28155077e-02]
[ -9.78539062e-02 2.14449152e-02 -1.52751350e-02 2.29023364e-02
9.22838244e-03 -2.02603650e-01 -9.30937223e-02 -1.94982565e-02
1.42896074e-02 1.29589702e-01]
[ -1.29361599e-01 -1.50272558e-02 -1.90440959e-01 1.64534224e-02
-3.11740029e-01 -1.15004735e-02 -6.13151191e-02 -2.24114725e-02
1.90270718e-02 8.59153387e-02]
[ -1.36202597e-03 2.03757701e-02 -6.07236775e-02 -8.76901150e-02
4.03514122e-01 2.62015421e-01 4.45796844e-01 1.14787080e-01
-1.50608356e-01 -3.27774211e-01]
[ 1.97164247e-02 -2.47108499e-01 -1.20767995e-02 -2.25811498e-02
5.03798139e-01 8.33221592e-02 3.83695098e-01 9.34960712e-02
6.72019664e-02 -3.23038482e-01]
[ 3.96168519e-02 -3.15617050e-01 -2.92023737e-02 -6.80529391e-02
5.52306778e-01 9.83274856e-03 3.68233339e-01 5.01932975e-02
-3.31085798e-01 -1.72500833e-01]
[ -1.25825722e-01 -4.49153172e-01 1.10304992e-02 -1.44475820e-01
5.86199480e-01 -1.10244137e-01 4.72717499e-01 -7.98714021e-02
-2.26243516e-02 1.36970034e-01]
[ -2.51255526e-01 -2.65130909e-01 7.21165050e-02 -4.96381682e-04
7.79471556e-01 1.26134367e-01 2.84835009e-01 4.98495761e-02
-5.25300405e-02 -8.63683860e-02]
[ -1.40888525e-01 -1.16900754e-01 2.78468914e-01 -1.60887507e-01
4.08728161e-01 -7.23817447e-02 4.95890569e-01 1.69245578e-02
-1.91895867e-01 5.41324884e-02]
[ -8.73935665e-02 -1.01128227e-01 -1.61263177e-01 -4.47410972e-02
3.13398816e-01 -2.48952640e-01 5.21515187e-02 1.71927780e-01
3.33317311e-02 -6.08555432e-02]
[ 1.15297030e-01 2.34520512e-01 1.65284170e-01 -8.72120328e-02
-8.68651419e-02 4.92181157e-02 -1.45210899e-01 2.84669262e-01
7.64939743e-02 1.75423325e-01]
[ 3.28902667e-01 2.57277764e-01 -9.30480997e-02 2.90608035e-01
-8.53860968e-01 -2.78704422e-01 -4.12530662e-01 1.77284492e-01
3.58904051e-01 -7.18475996e-02]
[ 5.62391404e-02 1.68808259e-01 2.56685280e-01 2.64437351e-01
-9.78141403e-02 -1.99377652e-01 -2.00655219e-01 -1.31976515e-01
-1.29521482e-01 -2.72299734e-01]
[ 3.64721109e-02 -1.62163468e-02 -1.11694339e-01 -3.51822749e-02
1.97874813e-01 3.58858455e-02 -4.24686847e-02 -1.83252436e-01
4.94548315e-02 2.27746969e-01]
[ -1.09781493e-02 -8.31853136e-02 -7.16672431e-02 -6.76029187e-02
4.12731360e-02 -1.68546831e-01 1.20940642e-01 9.63772524e-03
2.49954356e-02 -7.61687159e-03]
[ 1.43443908e-02 2.56851562e-02 2.38675890e-01 5.35693654e-02
-1.61238268e-01 -1.25799164e-01 1.59458345e-01 3.94636239e-02
-2.02233408e-01 9.15079270e-02]
[ 4.67071621e-02 -3.61965661e-02 9.67732245e-02 -2.82631984e-02
-1.25526968e-01 8.31289902e-02 1.38697557e-01 -2.71772043e-01
-4.45462295e-02 -1.23411025e-01]
[ -3.30839308e-02 2.62314329e-02 7.47825577e-02 -6.09495009e-02
6.58226165e-02 1.93076769e-01 1.61587975e-01 1.17516337e-01
-4.47828095e-02 1.46925109e-01]
[ 2.17797843e-01 4.89692494e-02 2.77576331e-02 7.77803892e-02
6.91736230e-02 -1.99020117e-02 -1.43832847e-01 1.48024351e-01
-5.69729880e-02 -2.06827792e-02]
[ 6.94419601e-03 -1.10059275e-01 2.05595862e-04 -1.00181342e-02
-2.49537358e-01 -1.04979701e-01 -1.10448421e-01 3.95348510e-02
8.18315665e-02 1.46804820e-01]
[ -3.32502323e-02 4.17039800e-01 8.34433396e-02 3.05939886e-01
-7.80334944e-01 -2.72065036e-01 -4.96243015e-01 -7.67336413e-02
1.98872659e-01 2.33948900e-01]
[ 1.23180073e-01 4.23366092e-01 3.35779984e-02 3.34452505e-01
-5.87162032e-01 -5.33995157e-02 -3.30013464e-01 1.47951832e-01
1.32866787e-01 4.18474354e-01]
[ 2.41105477e-01 2.49130146e-01 2.35231807e-01 1.10755693e-01
-2.97804537e-01 9.31238829e-02 -1.52453387e-01 1.61863336e-01
2.11744612e-01 4.53570547e-02]
[ -8.29360632e-02 1.90542007e-01 2.36937050e-01 5.59909173e-04
1.10374531e-02 1.36598495e-01 -6.80867295e-02 -1.55139786e-02
-4.56910695e-02 3.65423285e-02]
[ -1.00396975e-01 -1.56643217e-02 2.35272363e-02 8.65416191e-02
-3.20997259e-02 1.18919037e-01 2.67725557e-01 2.03190770e-02
-2.80124251e-01 -9.91238583e-02]
[ -2.07848847e-01 1.31607894e-02 -8.75519481e-02 -3.28382417e-01
1.29720396e-01 1.14580619e-01 6.75962145e-02 1.04273703e-01
-1.95631684e-01 4.84919600e-02]
[ 4.10510755e-02 -2.80976581e-01 -1.12206799e-01 -1.18311157e-01
2.34630094e-01 1.13390406e-02 8.01901479e-02 1.54427061e-01
-1.30947452e-01 -1.73354037e-01]
[ 1.55611560e-01 -1.20624119e-01 -1.34776408e-01 5.46576633e-03
1.26162319e-01 -6.46263065e-02 -4.59394024e-02 -1.47701049e-01
1.38505292e-01 -9.12664081e-02]
[ -1.21620331e-01 1.68321820e-01 2.55949526e-01 -2.95893558e-02
1.76173948e-01 9.17691445e-02 -2.34818733e-02 -2.98580863e-01
-1.28596904e-01 -6.21325724e-02]
[ -3.56514708e-01 1.00206429e-01 7.69948536e-03 -3.68564450e-02
1.44013016e-01 -1.65583493e-01 -4.25151061e-02 2.35321017e-01
-1.01615251e-01 7.58773861e-02]
[ 1.46946459e-01 1.19524576e-01 -2.41115106e-01 -9.94624784e-02
1.12856248e-01 -2.88564166e-01 2.81790312e-03 -1.67846428e-01
-9.14196160e-03 -1.91854730e-01]
[ 2.07884062e-01 -1.38109004e-01 5.93736933e-02 -2.77332324e-02
4.90703892e-02 -2.84336386e-02 -1.86503842e-02 -1.36839486e-01
1.06322402e-01 -1.81745892e-01]
[ -1.05976550e-01 -2.07682208e-02 1.19444323e-01 1.07203845e-01
1.33765104e-02 -1.09906849e-01 2.35260900e-01 -7.67456046e-02
1.83471449e-01 -4.54476711e-03]
[ 3.06803611e-02 -8.77641878e-02 2.20291664e-01 -2.06018462e-01
3.44454254e-02 1.01568011e-01 -3.20590459e-02 -1.12251067e-01
4.53304221e-02 2.71171263e-01]]
[[ 4.57272685e-01]
[ 1.20321998e+00]
[ 2.18909915e-01]
[ 6.54893870e-01]
[ -2.13711774e+00]
[ -2.54040250e-01]
[ -1.35368528e+00]
[ 3.53953057e-04]
[ 5.04449035e-01]
[ 7.02516986e-01]]
Progress: 13.2% ... Training loss: 0.356 ... Validation loss: 0.578[[ 1.57144628e-01 2.63198329e-01 -1.15431590e-01 1.03097894e-01
-5.58547431e-01 -6.67786498e-02 -9.31842221e-02 1.25114627e-01
-8.78213504e-02 2.04077294e-01]
[ 1.65118379e-02 1.75732568e-01 -1.93577179e-02 4.06346132e-02
9.35516998e-02 -6.16351077e-03 2.93865021e-01 4.13519620e-02
1.39474739e-01 -2.69568082e-02]
[ 2.06668444e-01 4.29903740e-01 3.76359236e-02 1.39301455e-01
1.40670093e-04 -7.07259598e-02 -5.40795676e-01 -3.23664885e-02
1.20732919e-01 3.81820527e-01]
[ -4.21610947e-02 -3.51666227e-01 -2.50912047e-01 -1.34292073e-02
9.37162594e-02 1.77580462e-01 1.86712528e-01 5.55512868e-02
-3.03940729e-03 4.88126634e-02]
[ 2.77177366e-03 2.15363016e-01 -1.45591142e-01 4.98007377e-02
8.98751177e-02 -1.81797479e-01 -6.09929771e-03 -1.20133346e-01
-1.87880447e-01 4.56850340e-02]
[ -3.45396669e-01 -2.80378312e-01 -2.85739110e-01 1.46475587e-01
1.38776827e-01 5.00708310e-02 -1.21086083e-02 -3.48362717e-02
-6.43205907e-03 3.56565229e-02]
[ -9.91174406e-03 -1.51751196e-01 6.86133465e-03 8.92406824e-02
-3.74161663e-02 -6.84427433e-02 1.80830210e-01 -1.88824335e-01
1.75741226e-01 3.24639546e-02]
[ 1.16498991e-01 -1.91336848e-01 3.34936704e-02 -6.44429209e-02
1.54514151e-01 -4.45590432e-02 2.95757184e-02 1.23436532e-01
7.01689016e-02 -1.00543018e-02]
[ -1.50590354e-01 -1.38140728e-02 -2.97518566e-01 6.18520310e-03
-1.12918033e-01 6.06539783e-02 -2.83221579e-01 -2.65673132e-02
2.79921252e-01 -9.10837792e-02]
[ 5.77254778e-02 -2.09326204e-01 8.60688436e-02 1.97415405e-02
1.68992609e-01 -1.01442277e-01 2.39495750e-02 -9.73592857e-02
-1.04182941e-02 1.40128982e-01]
[ -7.89286280e-02 1.09828952e-01 -2.08954020e-03 -1.61101786e-01
2.95731781e-02 2.72325361e-02 7.34944912e-02 -1.01569530e-01
-2.51014012e-02 -1.26385978e-01]
[ -7.57502586e-02 5.56061691e-02 -5.48900052e-02 3.38264895e-02
2.15428137e-01 8.55229409e-02 -9.15560668e-02 -1.39982456e-02
-1.33418796e-01 -1.57025557e-01]
[ -1.55603045e-01 7.22607358e-03 6.26319396e-02 2.37587273e-02
-1.77265772e-01 -2.20483183e-01 -1.81890980e-01 -1.96916401e-01
8.87584308e-02 1.76401303e-01]
[ -2.07501212e-01 -1.15649063e-01 1.23083633e-01 2.79085957e-01
-1.56207603e-01 -8.64557489e-02 -1.48696970e-01 -2.54723977e-01
-2.00547724e-01 1.87576684e-02]
[ 1.15846568e-01 -4.07920916e-02 -1.87377860e-02 1.13223386e-01
-9.09678601e-03 -8.13719329e-02 1.03535362e-01 4.42090618e-03
2.79917013e-02 2.03216975e-02]
[ 3.26979234e-02 -3.83148604e-02 -2.13066079e-01 1.40424964e-01
-4.51222983e-02 9.13665693e-02 -8.50233795e-02 -2.00211553e-02
-1.01052348e-01 -9.14752797e-03]
[ -1.30393606e-01 -6.30807470e-02 -2.07975473e-01 1.44322556e-01
2.22693388e-03 1.39146625e-01 2.33910966e-02 -2.50357880e-01
5.74698923e-02 -2.12745762e-01]
[ -7.12599103e-02 -3.20246233e-02 2.76060985e-01 9.81548124e-02
1.19211472e-01 -6.16848032e-02 -1.32587007e-01 1.21217009e-01
6.81469159e-02 3.35880048e-02]
[ 3.97658297e-02 -3.25232702e-02 8.13232996e-02 7.25131161e-02
1.34529746e-01 -1.30561041e-02 2.83871859e-01 1.20280272e-01
-5.06612028e-02 -8.06682019e-02]
[ -3.09303857e-03 -1.72992816e-01 -2.95095024e-01 -6.24535637e-02
2.80897717e-01 -8.52072575e-02 1.98417045e-01 1.64411759e-01
9.56646207e-02 -4.34005298e-02]
[ 5.18073148e-02 1.87869723e-02 -1.19239623e-01 4.14607310e-02
-8.38063867e-02 3.25922526e-01 2.43985534e-01 2.05741284e-01
-1.67331028e-01 -5.42540156e-02]
[ 2.69051796e-02 3.70917370e-02 1.32306142e-01 1.37550314e-01
-1.09457751e-01 9.55074018e-02 -2.35662872e-01 -3.95765185e-02
2.31724530e-01 1.16155275e-01]
[ 1.02886149e-01 6.94666188e-02 -5.17805161e-02 -1.11774638e-01
-9.02503701e-02 -3.27066526e-01 1.14698123e-01 8.47198866e-03
1.35483328e-01 8.23134839e-02]
[ -9.80744315e-02 2.08715030e-02 -1.53812543e-02 2.25909851e-02
1.01964994e-02 -2.02489705e-01 -9.24920323e-02 -1.94984214e-02
1.40482895e-02 1.29287334e-01]
[ -1.29039860e-01 -1.43093557e-02 -1.90295410e-01 1.69352314e-02
-3.12984662e-01 -1.16761741e-02 -6.22741866e-02 -2.24112179e-02
1.93859100e-02 8.64040776e-02]
[ -1.74510674e-03 1.93567787e-02 -6.09091653e-02 -8.82439347e-02
4.05307087e-01 2.62230168e-01 4.46874607e-01 1.14786789e-01
-1.51028803e-01 -3.28318361e-01]
[ 1.94677435e-02 -2.47737355e-01 -1.22051136e-02 -2.29537341e-02
5.05044952e-01 8.34668322e-02 3.84456394e-01 9.34958702e-02
6.69214272e-02 -3.23431356e-01]
[ 3.93535802e-02 -3.16306276e-01 -2.93242540e-02 -6.84224338e-02
5.53474257e-01 9.97379433e-03 3.69017385e-01 5.01931009e-02
-3.31366135e-01 -1.72891263e-01]
[ -1.26169804e-01 -4.50026362e-01 1.08596201e-02 -1.44990297e-01
5.87689529e-01 -1.10044926e-01 4.73751305e-01 -7.98716773e-02
-2.30029771e-02 1.36436801e-01]
[ -2.51731610e-01 -2.66301473e-01 7.18928974e-02 -1.18099068e-03
7.81573765e-01 1.26392084e-01 2.86209094e-01 4.98492154e-02
-5.30575770e-02 -8.70887225e-02]
[ -1.41182128e-01 -1.17670468e-01 2.78335437e-01 -1.61320681e-01
4.10012164e-01 -7.22262630e-02 4.96745843e-01 1.69243314e-02
-1.92217923e-01 5.36781743e-02]
[ -8.72988171e-02 -1.00992709e-01 -1.61227268e-01 -4.45790528e-02
3.12898635e-01 -2.49018593e-01 5.18997169e-02 1.71927868e-01
3.34560977e-02 -6.07032077e-02]
[ 1.15381012e-01 2.34667279e-01 1.65308780e-01 -8.71370554e-02
-8.70924866e-02 4.91889032e-02 -1.45500841e-01 2.84669311e-01
7.65530524e-02 1.75644200e-01]
[ 3.29304321e-01 2.58077625e-01 -9.28640192e-02 2.91160850e-01
-8.55321127e-01 -2.78893425e-01 -4.13534649e-01 1.77284805e-01
3.59351042e-01 -7.13038236e-02]
[ 5.58981804e-02 1.67928788e-01 2.56522339e-01 2.63947921e-01
-9.62128530e-02 -1.99190412e-01 -1.99666393e-01 -1.31976776e-01
-1.29900302e-01 -2.72828085e-01]
[ 3.66486578e-02 -1.59027389e-02 -1.11609579e-01 -3.48941355e-02
1.96976538e-01 3.57793426e-02 -4.29204373e-02 -1.83252284e-01
4.96670105e-02 2.28021181e-01]
[ -1.12529056e-02 -8.37792564e-02 -7.17942008e-02 -6.80259273e-02
4.26392391e-02 -1.68384558e-01 1.21639190e-01 9.63749652e-03
2.46671542e-02 -8.02490719e-03]
[ 1.49964314e-02 2.73349264e-02 2.38991298e-01 5.45347928e-02
-1.64297938e-01 -1.26163836e-01 1.57719093e-01 3.94641525e-02
-2.01476144e-01 9.24444122e-02]
[ 4.68102741e-02 -3.58983618e-02 9.68331487e-02 -2.80917554e-02
-1.26130336e-01 8.30810813e-02 1.38396649e-01 -2.71771967e-01
-4.44275391e-02 -1.23256959e-01]
[ -3.27743212e-02 2.73280729e-02 7.49150772e-02 -6.04497406e-02
6.42015409e-02 1.92894784e-01 1.60595824e-01 1.17516616e-01
-4.44247186e-02 1.47249436e-01]
[ 2.17424102e-01 4.79418450e-02 2.75491952e-02 7.71709323e-02
7.11429978e-02 -1.96764821e-02 -1.42712679e-01 1.48024019e-01
-5.74519183e-02 -2.13277252e-02]
[ 6.94759220e-03 -1.10145156e-01 1.98941904e-04 -1.00385742e-02
-2.49422049e-01 -1.04960432e-01 -1.10400142e-01 3.95348487e-02
8.18381685e-02 1.46772215e-01]
[ -3.33033030e-02 4.16671821e-01 8.34088091e-02 3.05851937e-01
-7.80090404e-01 -2.72034543e-01 -4.95824518e-01 -7.67336722e-02
1.98803796e-01 2.33782439e-01]
[ 1.23669379e-01 4.24261843e-01 3.38287459e-02 3.35158805e-01
-5.89260645e-01 -5.37056661e-02 -3.31255223e-01 1.47952258e-01
1.33495082e-01 4.19165839e-01]
[ 2.41888050e-01 2.51200940e-01 2.35621085e-01 1.11936678e-01
-3.01691733e-01 9.26698452e-02 -1.54635100e-01 1.61863952e-01
2.12641959e-01 4.65231393e-02]
[ -8.31739391e-02 1.89939764e-01 2.36825023e-01 2.25758585e-04
1.21496572e-02 1.36722380e-01 -6.73450522e-02 -1.55141604e-02
-4.59292510e-02 3.61705700e-02]
[ -1.00244061e-01 -1.52591739e-02 2.36087085e-02 8.67907907e-02
-3.28412656e-02 1.18824307e-01 2.67280253e-01 2.03192095e-02
-2.79941788e-01 -9.88860328e-02]
[ -2.07864514e-01 1.31207036e-02 -8.75634187e-02 -3.28412331e-01
1.29788118e-01 1.14588350e-01 6.76511230e-02 1.04273697e-01
-1.95647090e-01 4.84712552e-02]
[ 4.12800462e-02 -2.80660225e-01 -1.12107424e-01 -1.17962747e-01
2.33561040e-01 1.12030246e-02 7.96077040e-02 1.54427250e-01
-1.30681627e-01 -1.73005829e-01]
[ 1.55589618e-01 -1.20993156e-01 -1.34784118e-01 5.43669200e-03
1.26368453e-01 -6.46172426e-02 -4.55277716e-02 -1.47701052e-01
1.38477337e-01 -9.13379655e-02]
[ -1.21659676e-01 1.68085599e-01 2.55974834e-01 -2.96365537e-02
1.76420575e-01 9.17676491e-02 -2.31067674e-02 -2.98580830e-01
-1.28553986e-01 -6.23194279e-02]
[ -3.56178766e-01 1.00961506e-01 7.85509754e-03 -3.63696379e-02
1.42485107e-01 -1.65769237e-01 -4.33507812e-02 2.35321281e-01
-1.01210897e-01 7.63906412e-02]
[ 1.47061564e-01 1.19629801e-01 -2.41071193e-01 -9.92471628e-02
1.12245671e-01 -2.88642323e-01 2.49106954e-03 -1.67846311e-01
-8.97818212e-03 -1.91605849e-01]
[ 2.07021245e-01 -1.40419924e-01 5.89155468e-02 -2.90545217e-02
5.34282357e-02 -2.79153158e-02 -1.59773878e-02 -1.36840180e-01
1.05303074e-01 -1.83196245e-01]
[ -1.05584867e-01 -1.97535667e-02 1.19623705e-01 1.07764517e-01
1.15519292e-02 -1.10121222e-01 2.34095720e-01 -7.67452979e-02
1.83899009e-01 -3.99701975e-03]
[ 3.09357145e-02 -8.73420968e-02 2.20384725e-01 -2.05606730e-01
3.29914675e-02 1.01413518e-01 -3.27149290e-02 -1.12250834e-01
4.56782625e-02 2.71411628e-01]]
[[ 0.45921503]
[ 1.20641923]
[ 0.21952026]
[ 0.65708758]
[-2.13992675]
[-0.25199404]
[-1.35524861]
[ 0.00315685]
[ 0.50730022]
[ 0.70639894]]
Progress: 13.2% ... Training loss: 0.355 ... Validation loss: 0.576[[ 1.58826808e-01 2.66970281e-01 -1.14601507e-01 1.05602488e-01
-5.65548365e-01 -6.77837238e-02 -9.80517159e-02 1.25127008e-01
-8.57035946e-02 2.06751154e-01]
[ 1.60697208e-02 1.74509139e-01 -1.95889419e-02 3.99730833e-02
9.56483765e-02 -5.91086512e-03 2.95273839e-01 4.13488320e-02
1.38976526e-01 -2.76519455e-02]
[ 2.06392327e-01 4.29089271e-01 3.75166330e-02 1.38602458e-01
2.50205679e-03 -7.05210981e-02 -5.40347633e-01 -3.23694471e-02
1.20550656e-01 3.81383487e-01]
[ -4.25157951e-02 -3.51957931e-01 -2.51047433e-01 -1.37025714e-02
9.40869331e-02 1.77707684e-01 1.87688594e-01 5.55502860e-02
-3.44611078e-03 4.84038805e-02]
[ 3.80561226e-03 2.17350612e-01 -1.45143385e-01 5.11376416e-02
8.55136783e-02 -1.82339566e-01 -9.08424006e-03 -1.20127525e-01
-1.86982153e-01 4.68445875e-02]
[ -3.44779012e-01 -2.79123384e-01 -2.85456228e-01 1.47512560e-01
1.35797265e-01 4.96631953e-02 -1.34107079e-02 -3.48311812e-02
-5.70533959e-03 3.66146302e-02]
[ -8.22797165e-03 -1.48617339e-01 7.66821603e-03 9.15574367e-02
-4.36167295e-02 -6.93121709e-02 1.76400778e-01 -1.88813264e-01
1.77684912e-01 3.49728357e-02]
[ 1.16243441e-01 -1.91386228e-01 3.34147225e-02 -6.46176573e-02
1.55004987e-01 -4.45155433e-02 3.00372603e-02 1.23435843e-01
7.00445832e-02 -1.03062235e-02]
[ -1.50812229e-01 -1.44990888e-02 -2.97592167e-01 5.91908955e-03
-1.11906412e-01 6.07429013e-02 -2.82589663e-01 -2.65684465e-02
2.79744378e-01 -9.13378568e-02]
[ 5.81602722e-02 -2.08291055e-01 8.62986375e-02 2.04918948e-02
1.67483675e-01 -1.01761566e-01 2.29569397e-02 -9.73556082e-02
-9.67318158e-03 1.40991587e-01]
[ -7.75034202e-02 1.12662112e-01 -1.36206518e-03 -1.58955220e-01
2.31499857e-02 2.63884368e-02 6.96203343e-02 -1.01558916e-01
-2.34434829e-02 -1.24224924e-01]
[ -7.57862568e-02 5.53922494e-02 -5.49100591e-02 3.38424462e-02
2.15682595e-01 8.55416884e-02 -9.13273481e-02 -1.39981979e-02
-1.33452614e-01 -1.57088227e-01]
[ -1.55603045e-01 7.22607358e-03 6.26319396e-02 2.37587273e-02
-1.77265772e-01 -2.20483183e-01 -1.81890980e-01 -1.96916401e-01
8.87584308e-02 1.76401303e-01]
[ -2.07418241e-01 -1.15339938e-01 1.23154002e-01 2.79351001e-01
-1.56928016e-01 -8.65589927e-02 -1.48984451e-01 -2.54722837e-01
-2.00395468e-01 1.90021432e-02]
[ 1.15994609e-01 -4.05205952e-02 -1.86719427e-02 1.13456482e-01
-9.79069831e-03 -8.14694616e-02 1.03258366e-01 4.42198157e-03
2.81668635e-02 2.05272865e-02]
[ 3.34081248e-02 -3.67434388e-02 -2.12754871e-01 1.41450426e-01
-4.82260663e-02 9.09712446e-02 -8.67833575e-02 -2.00159840e-02
-1.00264162e-01 -8.09804718e-03]
[ -1.29463034e-01 -6.09913482e-02 -2.07535171e-01 1.45656655e-01
-1.61901366e-03 1.38659947e-01 2.06870920e-02 -2.50352163e-01
5.85257410e-02 -2.11339040e-01]
[ -7.07440135e-02 -3.08737718e-02 2.76283883e-01 9.88153080e-02
1.17704785e-01 -6.19431051e-02 -1.33730467e-01 1.21220630e-01
6.86730508e-02 3.43524706e-02]
[ 4.01262831e-02 -3.23244046e-02 8.15256316e-02 7.30446319e-02
1.33001253e-01 -1.32514812e-02 2.82913657e-01 1.20283011e-01
-5.01474698e-02 -8.01386958e-02]
[ -2.65775192e-03 -1.71642413e-01 -2.94869196e-01 -6.17587603e-02
2.78624517e-01 -8.54848163e-02 1.96988887e-01 1.64415063e-01
9.61762701e-02 -4.26822248e-02]
[ 5.15225368e-02 1.82864411e-02 -1.19355752e-01 4.11325860e-02
-8.25860603e-02 3.26028418e-01 2.44660747e-01 2.05739920e-01
-1.67589071e-01 -5.45541509e-02]
[ 2.59717175e-02 3.48367589e-02 1.31868520e-01 1.36222057e-01
-1.05371500e-01 9.60165947e-02 -2.32932353e-01 -3.95829287e-02
2.30754407e-01 1.14709987e-01]
[ 1.02455114e-01 6.83819099e-02 -5.19764107e-02 -1.12384922e-01
-8.81620855e-02 -3.26843959e-01 1.15949845e-01 8.46905331e-03
1.35027859e-01 8.16519803e-02]
[ -9.78755973e-02 2.13092338e-02 -1.52861543e-02 2.28600264e-02
9.26852966e-03 -2.02595191e-01 -9.30695837e-02 -1.94970520e-02
1.42561500e-02 1.29587661e-01]
[ -1.28948837e-01 -1.41940420e-02 -1.90242432e-01 1.71012393e-02
-3.13456803e-01 -1.17389671e-02 -6.24338832e-02 -2.24103092e-02
1.95079265e-02 8.65531232e-02]
[ -1.54700616e-03 1.98091274e-02 -6.08198617e-02 -8.79065745e-02
4.04495677e-01 2.62124124e-01 4.46411956e-01 1.14788383e-01
-1.50809274e-01 -3.28023872e-01]
[ 1.89672688e-02 -2.49049822e-01 -1.24372688e-02 -2.36895759e-02
5.07394601e-01 8.37468952e-02 3.85941200e-01 9.34923416e-02
6.63913285e-02 -3.24219848e-01]
[ 3.91174606e-02 -3.17092245e-01 -2.94513571e-02 -6.87779975e-02
5.54638503e-01 1.01030651e-02 3.69853336e-01 5.01914670e-02
-3.31664981e-01 -1.73297485e-01]
[ -1.26190906e-01 -4.50063154e-01 1.08486456e-02 -1.45023855e-01
5.87798645e-01 -1.10032109e-01 4.73805475e-01 -7.98718347e-02
-2.30285718e-02 1.36401814e-01]
[ -2.52163005e-01 -2.67551605e-01 7.16855545e-02 -1.78857375e-03
7.83572975e-01 1.26624622e-01 2.87513993e-01 4.98463593e-02
-5.35151299e-02 -8.77063440e-02]
[ -1.41176785e-01 -1.17690595e-01 2.78366493e-01 -1.61238177e-01
4.09800998e-01 -7.22598567e-02 4.96737204e-01 1.69247961e-02
-1.92148126e-01 5.37536158e-02]
[ -8.75526900e-02 -1.01677664e-01 -1.61354771e-01 -4.49479995e-02
3.14072266e-01 -2.48878089e-01 5.26962873e-02 1.71926126e-01
3.31988202e-02 -6.10740695e-02]
[ 1.16067491e-01 2.36478012e-01 1.65654678e-01 -8.60748112e-02
-9.04706079e-02 4.87792871e-02 -1.47585667e-01 2.84674358e-01
7.73553870e-02 1.76784087e-01]
[ 3.29376196e-01 2.58358627e-01 -9.28259654e-02 2.91285736e-01
-8.55524404e-01 -2.78944032e-01 -4.13733676e-01 1.77285352e-01
3.59407420e-01 -7.11908823e-02]
[ 5.63066062e-02 1.69041083e-01 2.56717494e-01 2.64520715e-01
-9.81514678e-02 -1.99412261e-01 -2.00918708e-01 -1.31973951e-01
-1.29453466e-01 -2.72212936e-01]
[ 3.66644758e-02 -1.58438586e-02 -1.11587294e-01 -3.48423546e-02
1.96819668e-01 3.57637878e-02 -4.29170002e-02 -1.83252091e-01
4.97312116e-02 2.27988800e-01]
[ -1.14795700e-02 -8.43562725e-02 -7.19197390e-02 -6.83667915e-02
4.37707726e-02 -1.68264130e-01 1.22293954e-01 9.63587905e-03
2.44021101e-02 -8.33954104e-03]
[ 1.49364327e-02 2.71891449e-02 2.38961244e-01 5.44492226e-02
-1.64014742e-01 -1.26140661e-01 1.57898498e-01 3.94637640e-02
-2.01536815e-01 9.23584503e-02]
[ 4.73522001e-02 -3.46581869e-02 9.70842825e-02 -2.73134697e-02
-1.28549258e-01 8.27874706e-02 1.36842185e-01 -2.71768917e-01
-4.38171607e-02 -1.22458618e-01]
[ -3.30836180e-02 2.65595107e-02 7.47843279e-02 -6.08847098e-02
6.56712999e-02 1.93066723e-01 1.61516883e-01 1.17514463e-01
-4.47416662e-02 1.46814501e-01]
[ 2.17572338e-01 4.85063751e-02 2.76003497e-02 7.73715838e-02
7.04999381e-02 -1.97809072e-02 -1.43347675e-01 1.48025056e-01
-5.72957869e-02 -2.10053729e-02]
[ 7.23142369e-03 -1.09414240e-01 3.37379634e-04 -9.63268085e-03
-2.50681682e-01 -1.05115968e-01 -1.11265887e-01 3.95366627e-02
8.21560944e-02 1.47229442e-01]
[ -3.27360772e-02 4.17821325e-01 8.36473444e-02 3.06563255e-01
-7.81883539e-01 -2.72292525e-01 -4.96903196e-01 -7.67295556e-02
1.99390235e-01 2.34512342e-01]
[ 1.24132783e-01 4.24733834e-01 3.40536683e-02 3.35782301e-01
-5.91133760e-01 -5.39592928e-02 -3.32391897e-01 1.47955498e-01
1.34040834e-01 4.19757159e-01]
[ 2.42685420e-01 2.53563831e-01 2.36068039e-01 1.13290645e-01
-3.05821061e-01 9.21481175e-02 -1.57250475e-01 1.61870452e-01
2.13664699e-01 4.79084726e-02]
[ -8.32378790e-02 1.89719832e-01 2.36799896e-01 1.50030157e-04
1.23898295e-02 1.36758274e-01 -6.71467984e-02 -1.55145122e-02
-4.59812125e-02 3.60925700e-02]
[ -1.00047531e-01 -1.47789210e-02 2.37016560e-02 8.70802977e-02
-3.37131652e-02 1.18716176e-01 2.66758378e-01 2.03206082e-02
-2.79706054e-01 -9.85950491e-02]
[ -2.07954709e-01 1.27860648e-02 -8.76012326e-02 -3.28529581e-01
1.30203672e-01 1.14633799e-01 6.79341326e-02 1.04273133e-01
-1.95746951e-01 4.83430493e-02]
[ 4.09125437e-02 -2.81584980e-01 -1.12281685e-01 -1.18488683e-01
2.35235859e-01 1.13986103e-02 8.06685695e-02 1.54424755e-01
-1.31082735e-01 -1.73565904e-01]
[ 1.56476643e-01 -1.18542859e-01 -1.34333557e-01 6.82604627e-03
1.21698022e-01 -6.51704878e-02 -4.81789163e-02 -1.47694396e-01
1.39547929e-01 -8.98754959e-02]
[ -1.21152003e-01 1.68474532e-01 2.56207403e-01 -2.88871075e-02
1.74556875e-01 9.14982744e-02 -2.40935523e-02 -2.98576911e-01
-1.27943500e-01 -6.16727476e-02]
[ -3.56318076e-01 1.00894150e-01 7.81954304e-03 -3.64527414e-02
1.43107548e-01 -1.65762082e-01 -4.33146191e-02 2.35320837e-01
-1.01321895e-01 7.64386291e-02]
[ 1.47171600e-01 1.19578821e-01 -2.41010805e-01 -9.90446924e-02
1.11836082e-01 -2.88717490e-01 2.45997712e-03 -1.67845357e-01
-8.84278248e-03 -1.91460871e-01]
[ 2.08245572e-01 -1.37419307e-01 5.94734266e-02 -2.73137223e-02
4.82970052e-02 -2.85842840e-02 -1.91370156e-02 -1.36831389e-01
1.06657214e-01 -1.81329891e-01]
[ -1.06647019e-01 -2.25196696e-02 1.19143390e-01 1.06195164e-01
1.67486611e-02 -1.09525329e-01 2.37147782e-01 -7.67525258e-02
1.82813866e-01 -5.61620732e-03]
[ 3.12321185e-02 -8.66431169e-02 2.20536412e-01 -2.05123467e-01
3.15695771e-02 1.01232584e-01 -3.36125762e-02 -1.12249144e-01
4.60729983e-02 2.71823335e-01]]
[[ 0.47064089]
[ 1.2182631 ]
[ 0.22897535]
[ 0.66877703]
[-2.13514392]
[-0.24322924]
[-1.34778199]
[ 0.01070925]
[ 0.51719219]
[ 0.71665857]]
Progress: 13.2% ... Training loss: 0.357 ... Validation loss: 0.575[[ 1.56425096e-01 2.60703516e-01 -1.15794213e-01 1.01990863e-01
-5.53787784e-01 -6.65242902e-02 -9.12035176e-02 1.25069619e-01
-8.84551929e-02 2.03099534e-01]
[ 1.61771559e-02 1.74748038e-01 -1.95472693e-02 4.01203378e-02
9.50846777e-02 -5.96615001e-03 2.95044672e-01 4.13506664e-02
1.39074348e-01 -2.74759959e-02]
[ 2.03708535e-01 4.23237480e-01 3.61309576e-02 1.34415611e-01
1.44065869e-02 -6.90756041e-02 -5.33475320e-01 -3.24364062e-02
1.17366907e-01 3.77333117e-01]
[ -3.88522295e-02 -3.43645913e-01 -2.49218642e-01 -8.28776418e-03
7.68547547e-02 1.75851598e-01 1.77846754e-01 5.56333863e-02
6.51035394e-04 5.38247989e-02]
[ 3.23258329e-03 2.16279330e-01 -1.45403645e-01 5.03908461e-02
8.77237340e-02 -1.82085639e-01 -7.62230878e-03 -1.20139136e-01
-1.87475918e-01 4.58978370e-02]
[ -3.46025891e-01 -2.82756251e-01 -2.86012288e-01 1.45850448e-01
1.41489831e-01 5.02645260e-02 -9.43645389e-03 -3.48572999e-02
-6.97576512e-03 3.46819020e-02]
[ -9.44859732e-03 -1.51927654e-01 7.04760641e-03 8.96755636e-02
-3.75418628e-02 -6.86685339e-02 1.79719280e-01 -1.88843256e-01
1.76245446e-01 3.31694660e-02]
[ 1.15648747e-01 -1.93039971e-01 3.31207211e-02 -6.55276099e-02
1.57219659e-01 -4.42115594e-02 3.19407707e-02 1.23421430e-01
6.93614593e-02 -1.13059887e-02]
[ -1.50208789e-01 -1.31005376e-02 -2.97291708e-01 6.79132997e-03
-1.14397911e-01 6.04341104e-02 -2.84304285e-01 -2.65546301e-02
2.80401187e-01 -9.04807924e-02]
[ 5.55917037e-02 -2.15331564e-01 8.50334823e-02 1.66934456e-02
1.79437691e-01 -1.00458679e-01 3.04494765e-02 -9.74158283e-02
-1.25638761e-02 1.36995646e-01]
[ -7.72459608e-02 1.12977869e-01 -1.21153015e-03 -1.58588408e-01
2.20092594e-02 2.62614409e-02 6.90299798e-02 -1.01553056e-01
-2.31759157e-02 -1.23855640e-01]
[ -7.59339057e-02 5.49186268e-02 -5.49656506e-02 3.36923865e-02
2.16359909e-01 8.56059584e-02 -9.07478868e-02 -1.40005460e-02
-1.33565693e-01 -1.57340368e-01]
[ -1.55603045e-01 7.22607358e-03 6.26319396e-02 2.37587273e-02
-1.77265772e-01 -2.20483183e-01 -1.81890980e-01 -1.96916401e-01
8.87584308e-02 1.76401303e-01]
[ -2.07615387e-01 -1.16056672e-01 1.23075246e-01 2.79109850e-01
-1.56107928e-01 -8.64784898e-02 -1.48329508e-01 -2.54726465e-01
-2.00586984e-01 1.87307409e-02]
[ 1.16245142e-01 -4.01666585e-02 -1.85413218e-02 1.13871766e-01
-1.09086977e-02 -8.16099385e-02 1.02837405e-01 4.42861259e-03
2.84887065e-02 2.08439588e-02]
[ 3.17154730e-02 -4.09545825e-02 -2.13559316e-01 1.39022133e-01
-4.03694365e-02 9.18344092e-02 -8.19887468e-02 -2.00537696e-02
-1.02122531e-01 -1.06517900e-02]
[ -1.29160454e-01 -6.03373151e-02 -2.07408070e-01 1.46052516e-01
-2.78880316e-03 1.38513547e-01 1.98777497e-02 -2.50346740e-01
5.88434609e-02 -2.10873971e-01]
[ -7.18880836e-02 -3.39476383e-02 2.75711387e-01 9.71787754e-02
1.22625563e-01 -6.13591393e-02 -1.30634600e-01 1.21193194e-01
6.74189262e-02 3.26390742e-02]
[ 3.95514627e-02 -3.37622822e-02 8.12285398e-02 7.20517122e-02
1.36346827e-01 -1.29240102e-02 2.84600997e-01 1.20268618e-01
-5.09295394e-02 -8.10339922e-02]
[ -2.87343693e-03 -1.72135933e-01 -2.94989648e-01 -6.21091682e-02
2.79583068e-01 -8.53666640e-02 1.97619534e-01 1.64409768e-01
9.59103754e-02 -4.30182919e-02]
[ 5.16724523e-02 1.85234512e-02 -1.19244146e-01 4.14141853e-02
-8.38377235e-02 3.25923476e-01 2.44226224e-01 2.05744890e-01
-1.67342239e-01 -5.43780393e-02]
[ 2.59446944e-02 3.47217171e-02 1.31853775e-01 1.36179375e-01
-1.05339268e-01 9.60334716e-02 -2.32766444e-01 -3.95842515e-02
2.30716311e-01 1.14646783e-01]
[ 1.02795527e-01 6.92090464e-02 -5.18064087e-02 -1.11895318e-01
-8.94409416e-02 -3.27013941e-01 1.14922617e-01 8.47673921e-03
1.35379000e-01 8.21241139e-02]
[ -9.77222408e-02 2.16682648e-02 -1.52091509e-02 2.30799787e-02
8.55888843e-03 -2.02673547e-01 -9.34794863e-02 -1.94935789e-02
1.44324863e-02 1.29817028e-01]
[ -1.28752997e-01 -1.37753795e-02 -1.90140989e-01 1.74092273e-02
-3.14372101e-01 -1.18487827e-02 -6.28795993e-02 -2.24053387e-02
1.97479179e-02 8.68480806e-02]
[ -1.93013799e-03 1.85511961e-02 -6.10104535e-02 -8.84475636e-02
4.06434236e-01 2.62325661e-01 4.47870005e-01 1.14780073e-01
-1.51231696e-01 -3.28704991e-01]
[ 1.88089746e-02 -2.49446861e-01 -1.25111034e-02 -2.39156893e-02
5.08024226e-01 8.38278044e-02 3.86394891e-01 9.34891135e-02
6.62178846e-02 -3.24450911e-01]
[ 3.90657868e-02 -3.17463489e-01 -2.94716183e-02 -6.88267941e-02
5.54813714e-01 1.01180852e-02 3.70140584e-01 5.01906704e-02
-3.31717145e-01 -1.73357382e-01]
[ -1.26369171e-01 -4.50467435e-01 1.07589323e-02 -1.45281806e-01
5.88435529e-01 -1.09937699e-01 4.74327954e-01 -7.98759773e-02
-2.32178231e-02 1.36141688e-01]
[ -2.52730650e-01 -2.68970931e-01 7.14042496e-02 -2.61707491e-03
7.85820410e-01 1.26926921e-01 2.89121023e-01 4.98330521e-02
-5.41566000e-02 -8.85916342e-02]
[ -1.41751334e-01 -1.19165481e-01 2.78077236e-01 -1.62089047e-01
4.12392011e-01 -7.19548037e-02 4.98260347e-01 1.69111631e-02
-1.92801936e-01 5.28690265e-02]
[ -8.78916220e-02 -1.02573286e-01 -1.61498511e-01 -4.54315302e-02
3.15609807e-01 -2.48709841e-01 5.36673394e-02 1.71918428e-01
3.28410634e-02 -6.15899283e-02]
[ 1.16375766e-01 2.37259926e-01 1.65806753e-01 -8.56226643e-02
-9.18565127e-02 4.86205341e-02 -1.48443750e-01 2.84681055e-01
7.76894765e-02 1.77220108e-01]
[ 3.29701807e-01 2.59128710e-01 -9.26731265e-02 2.91711268e-01
-8.56583511e-01 -2.79113156e-01 -4.14771618e-01 1.77292599e-01
3.59704846e-01 -7.07495423e-02]
[ 5.68306369e-02 1.70337770e-01 2.56972108e-01 2.65282336e-01
-1.00463047e-01 -1.99679959e-01 -2.02393698e-01 -1.31961866e-01
-1.28874406e-01 -2.71442061e-01]
[ 3.66925380e-02 -1.58381358e-02 -1.11586280e-01 -3.48351587e-02
1.96683859e-01 3.57481979e-02 -4.29044258e-02 -1.83252147e-01
4.97422565e-02 2.28027341e-01]
[ -1.18662492e-02 -8.53290587e-02 -7.20986127e-02 -6.89341269e-02
4.55423219e-02 -1.68064198e-01 1.23428661e-01 9.62709740e-03
2.39648244e-02 -8.93741131e-03]
[ 1.48928185e-02 2.69965814e-02 2.38952968e-01 5.44207347e-02
-1.63918654e-01 -1.26131663e-01 1.57989779e-01 3.94632481e-02
-2.01560979e-01 9.22571373e-02]
[ 4.70614259e-02 -3.54169618e-02 9.69414511e-02 -2.77204061e-02
-1.27243108e-01 8.29402848e-02 1.37644732e-01 -2.71774873e-01
-4.41323228e-02 -1.22870702e-01]
[ -3.41387514e-02 2.41967276e-02 7.42640038e-02 -6.23940837e-02
7.06446943e-02 1.93597042e-01 1.64547001e-01 1.17489973e-01
-4.59248876e-02 1.45319226e-01]
[ 2.17407149e-01 4.80632515e-02 2.75133232e-02 7.71176676e-02
7.12894409e-02 -1.96979864e-02 -1.42864459e-01 1.48021035e-01
-5.74901954e-02 -2.12835180e-02]
[ 7.52561462e-03 -1.08635692e-01 4.83716714e-04 -9.21698846e-03
-2.51963764e-01 -1.05267850e-01 -1.12168246e-01 3.95425869e-02
8.24894768e-02 1.47707466e-01]
[ -3.26755905e-02 4.17911177e-01 8.36756944e-02 3.06635751e-01
-7.82098542e-01 -2.72313378e-01 -4.97132362e-01 -7.67280311e-02
1.99456915e-01 2.34594610e-01]
[ 1.24457728e-01 4.25558852e-01 3.42276751e-02 3.36270249e-01
-5.92659795e-01 -5.41432870e-02 -3.33289882e-01 1.47963652e-01
1.34436169e-01 4.20258206e-01]
[ 2.43011376e-01 2.54249145e-01 2.36220681e-01 1.13746136e-01
-3.07227854e-01 9.19761450e-02 -1.58197013e-01 1.61877823e-01
2.14042384e-01 4.83971803e-02]
[ -8.30227040e-02 1.90143647e-01 2.36889573e-01 4.35558659e-04
1.15042642e-02 1.36656015e-01 -6.76763831e-02 -1.55100849e-02
-4.57591164e-02 3.64055061e-02]
[ -1.00174695e-01 -1.50989568e-02 2.36479102e-02 8.69009693e-02
-3.31050665e-02 1.18783187e-01 2.67101786e-01 2.03177099e-02
-2.79834985e-01 -9.88037309e-02]
[ -2.08026523e-01 1.25968783e-02 -8.76279827e-02 -3.28630966e-01
1.30468439e-01 1.14670685e-01 6.81407253e-02 1.04271501e-01
-1.95816339e-01 4.82339094e-02]
[ 4.04399125e-02 -2.82980725e-01 -1.12496920e-01 -1.19150517e-01
2.37368523e-01 1.16345378e-02 8.20997261e-02 1.54414084e-01
-1.31592863e-01 -1.74274011e-01]
[ 1.55790422e-01 -1.20433688e-01 -1.34662698e-01 5.84962876e-03
1.24668906e-01 -6.48189303e-02 -4.62265766e-02 -1.47711006e-01
1.38822548e-01 -9.09471606e-02]
[ -1.20836661e-01 1.68983485e-01 2.56376228e-01 -2.84337196e-02
1.73235255e-01 9.13261502e-02 -2.48758771e-02 -2.98569491e-01
-1.27626115e-01 -6.11921150e-02]
[ -3.56449739e-01 1.00542820e-01 7.75932202e-03 -3.66292649e-02
1.43692606e-01 -1.65691917e-01 -4.29377737e-02 2.35317983e-01
-1.01468429e-01 7.62535636e-02]
[ 1.45756214e-01 1.16010974e-01 -2.41694274e-01 -1.01102901e-01
1.18036944e-01 -2.88016400e-01 6.46995786e-03 -1.67877866e-01
-1.04042478e-02 -1.93576682e-01]
[ 2.07098724e-01 -1.40589180e-01 5.88658704e-02 -2.90333628e-02
5.37669811e-02 -2.79596993e-02 -1.54961247e-02 -1.36859016e-01
1.05313958e-01 -1.83243877e-01]
[ -1.06324554e-01 -2.17467925e-02 1.19322529e-01 1.06630271e-01
1.58057410e-02 -1.09701225e-01 2.36174897e-01 -7.67440035e-02
1.83163115e-01 -5.05709380e-03]
[ 3.15156706e-02 -8.61434417e-02 2.20698623e-01 -2.04662868e-01
3.00979418e-02 1.01073370e-01 -3.43557801e-02 -1.12242193e-01
4.64467934e-02 2.72191317e-01]]
[[ 4.57722541e-01]
[ 1.20622086e+00]
[ 2.17827347e-01]
[ 6.56725208e-01]
[ -2.14917712e+00]
[ -2.50677289e-01]
[ -1.35701817e+00]
[ 1.04311251e-03]
[ 5.07557238e-01]
[ 7.03783957e-01]]
Progress: 13.3% ... Training loss: 0.354 ... Validation loss: 0.580[[ 1.58360500e-01 2.65398868e-01 -1.14906277e-01 1.04676369e-01
-5.61238321e-01 -6.75332365e-02 -9.66993819e-02 1.25074246e-01
-8.62069644e-02 2.06030307e-01]
[ 1.61399541e-02 1.74711078e-01 -1.95606990e-02 4.00872318e-02
9.51978525e-02 -5.95115273e-03 2.95191456e-01 4.13506174e-02
1.39039410e-01 -2.75197466e-02]
[ 2.00056143e-01 4.14787034e-01 3.43695729e-02 1.28838153e-01
3.10653330e-02 -6.70491388e-02 -5.22520345e-01 -3.24453004e-02
1.13044565e-01 3.71283639e-01]
[ -3.70121983e-02 -3.39167443e-01 -2.48313829e-01 -5.36778117e-03
6.74863830e-02 1.74767736e-01 1.71993156e-01 5.56375837e-02
2.77562233e-03 5.68482799e-02]
[ 2.27641651e-03 2.14120072e-01 -1.45953647e-01 4.88570003e-02
9.24948486e-02 -1.81500823e-01 -4.90804889e-03 -1.20141138e-01
-1.88540392e-01 4.43573536e-02]
[ -3.43758578e-01 -2.77313598e-01 -2.84934144e-01 1.49207444e-01
1.31949655e-01 4.90096514e-02 -1.59712692e-02 -3.48517942e-02
-4.34566350e-03 3.83417549e-02]
[ -9.27954768e-03 -1.51656589e-01 7.12299178e-03 8.99020463e-02
-3.79021025e-02 -6.87341746e-02 1.79514199e-01 -1.88842721e-01
1.76438858e-01 3.32952062e-02]
[ 1.15302902e-01 -1.93582134e-01 3.29755363e-02 -6.59854588e-02
1.58591541e-01 -4.40834369e-02 3.29561875e-02 1.23420629e-01
6.89569315e-02 -1.18273325e-02]
[ -1.50263986e-01 -1.33043707e-02 -2.97305794e-01 6.71881998e-03
-1.14031269e-01 6.04509048e-02 -2.84232377e-01 -2.65547538e-02
2.80384089e-01 -9.05213773e-02]
[ 5.76900388e-02 -2.10447362e-01 8.60257897e-02 1.96756786e-02
1.70983703e-01 -1.01597684e-01 2.47380710e-02 -9.74107285e-02
-1.02115864e-02 1.40187991e-01]
[ -7.69899364e-02 1.13866487e-01 -1.07459898e-03 -1.58123387e-01
2.08350657e-02 2.60666359e-02 6.80780669e-02 -1.01552438e-01
-2.28048143e-02 -1.23375663e-01]
[ -7.62529443e-02 5.41135297e-02 -5.51006306e-02 3.32982531e-02
2.17826200e-01 8.57641702e-02 -8.97371395e-02 -1.40011474e-02
-1.33887196e-01 -1.57789026e-01]
[ -1.55603045e-01 7.22607358e-03 6.26319396e-02 2.37587273e-02
-1.77265772e-01 -2.20483183e-01 -1.81890980e-01 -1.96916401e-01
8.87584308e-02 1.76401303e-01]
[ -2.07105989e-01 -1.14949710e-01 1.23366171e-01 2.79976655e-01
-1.58847973e-01 -8.68005642e-02 -1.49729374e-01 -2.54725143e-01
-1.99955260e-01 1.96164021e-02]
[ 1.17137269e-01 -3.78443104e-02 -1.81041050e-02 1.15188567e-01
-1.47155079e-02 -8.20921674e-02 1.00224136e-01 4.43074920e-03
2.95083716e-02 2.22807319e-02]
[ 3.29091659e-02 -3.81978248e-02 -2.13068763e-01 1.40659007e-01
-4.48388467e-02 9.12128507e-02 -8.54115246e-02 -2.00510220e-02
-1.00789013e-01 -8.87786978e-03]
[ -1.29484506e-01 -6.11922605e-02 -2.07555685e-01 1.45601778e-01
-1.16859178e-03 1.38679922e-01 2.07627555e-02 -2.50347349e-01
5.85044681e-02 -2.11359378e-01]
[ -7.17412151e-02 -3.37457927e-02 2.75784546e-01 9.73708413e-02
1.22170930e-01 -6.14067824e-02 -1.30706416e-01 1.21193591e-01
6.75724714e-02 3.27811980e-02]
[ 3.91848122e-02 -3.44480433e-02 8.10408003e-02 7.14791960e-02
1.38209552e-01 -1.27400156e-02 2.85632698e-01 1.20267702e-01
-5.13701277e-02 -8.15919250e-02]
[ -2.74442185e-03 -1.71841482e-01 -2.94919694e-01 -6.19118693e-02
2.78704103e-01 -8.54633427e-02 1.97416471e-01 1.64410073e-01
9.60245116e-02 -4.28849365e-02]
[ 5.22475901e-02 2.02138850e-02 -1.18945683e-01 4.23316517e-02
-8.65878931e-02 3.25575667e-01 2.42354846e-01 2.05746263e-01
-1.66674872e-01 -5.34514675e-02]
[ 2.49286202e-02 3.20819175e-02 1.31372064e-01 1.34697239e-01
-1.00601856e-01 9.65873013e-02 -2.29870126e-01 -3.95865843e-02
2.29644173e-01 1.13144451e-01]
[ 1.02801416e-01 6.91462655e-02 -5.17914452e-02 -1.11892185e-01
-8.93655470e-02 -3.27027507e-01 1.14912097e-01 8.47676274e-03
1.35374382e-01 8.21357408e-02]
[ -9.73004443e-02 2.27411176e-02 -1.50172230e-02 2.36871685e-02
6.69414868e-03 -2.02889843e-01 -9.47154337e-02 -1.94926235e-02
1.48888404e-02 1.30470678e-01]
[ -1.28884823e-01 -1.40100213e-02 -1.90196829e-01 1.72301031e-02
-3.13864963e-01 -1.17807259e-02 -6.25165574e-02 -2.24056239e-02
1.96298332e-02 8.66537343e-02]
[ -2.09987182e-03 1.81255221e-02 -6.10930745e-02 -8.87009265e-02
4.07265911e-01 2.62419948e-01 4.48340636e-01 1.14779670e-01
-1.51421502e-01 -3.28970222e-01]
[ 1.84794035e-02 -2.50289368e-01 -1.26703614e-02 -2.43943590e-02
5.09589086e-01 8.40122950e-02 3.87370982e-01 9.34883644e-02
6.58651290e-02 -3.24965267e-01]
[ 3.86543851e-02 -3.18624251e-01 -2.96595826e-02 -6.94090624e-02
5.56617215e-01 1.03340939e-02 3.71418895e-01 5.01897743e-02
-3.32167164e-01 -1.73972905e-01]
[ -1.26710277e-01 -4.51438710e-01 1.05998990e-02 -1.45763295e-01
5.89942971e-01 -1.09771449e-01 4.75325495e-01 -7.98766989e-02
-2.35861872e-02 1.35631976e-01]
[ -2.52632577e-01 -2.68734375e-01 7.14663494e-02 -2.41631497e-03
7.85398213e-01 1.26856023e-01 2.88789275e-01 4.98333683e-02
-5.40136222e-02 -8.83816755e-02]
[ -1.41870762e-01 -1.19509247e-01 2.78036450e-01 -1.62212031e-01
4.12716241e-01 -7.19135988e-02 4.98629367e-01 1.69109491e-02
-1.92915628e-01 5.27216707e-02]
[ -8.78848102e-02 -1.02551031e-01 -1.61494515e-01 -4.54215048e-02
3.15636973e-01 -2.48711127e-01 5.36607059e-02 1.71918432e-01
3.28426686e-02 -6.15814158e-02]
[ 1.16845841e-01 2.38513526e-01 1.66043082e-01 -8.48758707e-02
-9.42372521e-02 4.83233495e-02 -1.49938893e-01 2.84682146e-01
7.82705416e-02 1.77950367e-01]
[ 3.31343566e-01 2.63309801e-01 -9.19554616e-02 2.93967844e-01
-8.62842292e-01 -2.79950929e-01 -4.19636444e-01 1.77296327e-01
3.61495144e-01 -6.81927319e-02]
[ 5.70882375e-02 1.71020641e-01 2.57118816e-01 2.65664390e-01
-1.01776857e-01 -1.99823672e-01 -2.03184045e-01 -1.31961252e-01
-1.28576128e-01 -2.71020194e-01]
[ 3.71016968e-02 -1.49265836e-02 -1.11381656e-01 -3.41993232e-02
1.94611308e-01 3.54930856e-02 -4.41887779e-02 -1.83251165e-01
5.02480733e-02 2.28643378e-01]
[ -1.22733314e-02 -8.61938192e-02 -7.23054391e-02 -6.95620062e-02
4.75389625e-02 -1.67852309e-01 1.24621304e-01 9.62608526e-03
2.34802374e-02 -9.55910476e-03]
[ 1.46905831e-02 2.64464103e-02 2.38829395e-01 5.40733417e-02
-1.62830748e-01 -1.26016046e-01 1.58659582e-01 3.94627174e-02
-2.01825968e-01 9.18785465e-02]
[ 4.68379840e-02 -3.58015474e-02 9.68418436e-02 -2.80251599e-02
-1.26174130e-01 8.30447336e-02 1.38231396e-01 -2.71775330e-01
-4.43690680e-02 -1.23175767e-01]
[ -3.41506093e-02 2.41609851e-02 7.42575473e-02 -6.24138242e-02
7.06964116e-02 1.93604509e-01 1.64589087e-01 1.17489949e-01
-4.59359850e-02 1.45297684e-01]
[ 2.17258591e-01 4.77465036e-02 2.74433998e-02 7.69181039e-02
7.19764006e-02 -1.96213559e-02 -1.42469259e-01 1.48020706e-01
-5.76540111e-02 -2.15090278e-02]
[ 7.70791381e-03 -1.08147600e-01 5.66566083e-04 -8.95132875e-03
-2.52709395e-01 -1.05365336e-01 -1.12714015e-01 3.95430025e-02
8.26918333e-02 1.47988508e-01]
[ -3.18984975e-02 4.19814459e-01 8.40559451e-02 3.07748369e-01
-7.85418681e-01 -2.72706045e-01 -4.99027951e-01 -7.67261715e-02
2.00275408e-01 2.35719518e-01]
[ 1.24823576e-01 4.26274381e-01 3.44042606e-02 3.36771475e-01
-5.94390288e-01 -5.43079010e-02 -3.34132714e-01 1.47964534e-01
1.34871249e-01 4.20764494e-01]
[ 2.43091900e-01 2.54365885e-01 2.36268604e-01 1.13851427e-01
-3.07484509e-01 9.19340432e-02 -1.58445671e-01 1.61877955e-01
2.14152472e-01 4.85222376e-02]
[ -8.26976459e-02 1.90893306e-01 2.37055588e-01 9.31098966e-04
9.92046929e-03 1.36473926e-01 -6.86567368e-02 -1.55093232e-02
-4.53790526e-02 3.69344261e-02]
[ -1.00201903e-01 -1.50946725e-02 2.36383574e-02 8.68744701e-02
-3.29727684e-02 1.18796150e-01 2.67185593e-01 2.03176902e-02
-2.79856390e-01 -9.88433410e-02]
[ -2.07923578e-01 1.29626693e-02 -8.75761976e-02 -3.28427838e-01
1.29952343e-01 1.14594434e-01 6.78604580e-02 1.04271820e-01
-1.95698035e-01 4.84406827e-02]
[ 4.01496099e-02 -2.83748314e-01 -1.12633891e-01 -1.19568300e-01
2.38724144e-01 1.17888596e-02 8.29518767e-02 1.54413451e-01
-1.31918124e-01 -1.74722592e-01]
[ 1.55945435e-01 -1.19713639e-01 -1.34557300e-01 6.16457525e-03
1.23566366e-01 -6.49438514e-02 -4.68313341e-02 -1.47710486e-01
1.39090113e-01 -9.06596968e-02]
[ -1.19917743e-01 1.71354051e-01 2.56850975e-01 -2.69165600e-02
1.68644687e-01 9.07638122e-02 -2.75544097e-02 -2.98567157e-01
-1.26510931e-01 -5.96836274e-02]
[ -3.55792582e-01 1.02286195e-01 8.08783220e-03 -3.56612871e-02
1.41156160e-01 -1.66033151e-01 -4.49736709e-02 2.35319613e-01
-1.00683384e-01 7.73392221e-02]
[ 1.46917510e-01 1.18830029e-01 -2.41180020e-01 -9.95343594e-02
1.13424023e-01 -2.88603746e-01 3.46045844e-03 -1.67875176e-01
-9.17569122e-03 -1.91900806e-01]
[ 2.06659747e-01 -1.42100017e-01 5.86445067e-02 -2.97118567e-02
5.58977731e-02 -2.77026370e-02 -1.40259519e-02 -1.36860038e-01
1.04797275e-01 -1.83996880e-01]
[ -1.06497837e-01 -2.22175245e-02 1.19237483e-01 1.06318589e-01
1.72535305e-02 -1.09632546e-01 2.36714460e-01 -7.67444949e-02
1.82895342e-01 -5.24549179e-03]
[ 3.12708665e-02 -8.68471945e-02 2.20576381e-01 -2.04988197e-01
3.11999446e-02 1.01187869e-01 -3.36894003e-02 -1.12242738e-01
4.62367875e-02 2.71798897e-01]]
[[ 0.46577575]
[ 1.21393007]
[ 0.22454572]
[ 0.66924448]
[-2.14545456]
[-0.24156187]
[-1.34604518]
[ 0.01173076]
[ 0.51722493]
[ 0.71341526]]
Progress: 13.3% ... Training loss: 0.353 ... Validation loss: 0.582[[ 1.57432036e-01 2.62838968e-01 -1.15341383e-01 1.03294959e-01
-5.55948592e-01 -6.70053741e-02 -9.36828069e-02 1.25051199e-01
-8.73400535e-02 2.04191197e-01]
[ 1.62610088e-02 1.75021676e-01 -1.95006099e-02 4.02733129e-02
9.47581403e-02 -6.01664176e-03 2.94846281e-01 4.13537537e-02
1.39175710e-01 -2.73284240e-02]
[ 2.01109932e-01 4.15921439e-01 3.49362043e-02 1.30104500e-01
2.57662718e-02 -6.74589178e-02 -5.24441886e-01 -3.24195853e-02
1.14250163e-01 3.72144261e-01]
[ -3.65039203e-02 -3.36918492e-01 -2.48052393e-01 -4.64456868e-03
6.64321183e-02 1.74657135e-01 1.69924239e-01 5.56466843e-02
3.38486360e-03 5.79922187e-02]
[ 2.36776599e-03 2.12927833e-01 -1.45905022e-01 4.91037738e-02
9.11450426e-02 -1.81621430e-01 -3.69066626e-03 -1.20132815e-01
-1.88331377e-01 4.41333522e-02]
[ -3.44881080e-01 -2.80169184e-01 -2.85452669e-01 1.47650231e-01
1.37145646e-01 4.95202166e-02 -1.26415532e-02 -3.48791684e-02
-5.53245415e-03 3.65960284e-02]
[ -1.14222442e-02 -1.57156393e-01 6.07377612e-03 8.67658731e-02
-2.85655178e-02 -6.76280550e-02 1.85518407e-01 -1.88896735e-01
1.74024513e-01 2.99622834e-02]
[ 1.15551404e-01 -1.93758345e-01 3.31499995e-02 -6.56736376e-02
1.56556503e-01 -4.41451046e-02 3.31872018e-02 1.23428009e-01
6.93225593e-02 -1.18700400e-02]
[ -1.50426512e-01 -1.33690524e-02 -2.97377684e-01 6.47280853e-03
-1.11980325e-01 6.05752297e-02 -2.84031448e-01 -2.65594770e-02
2.80216262e-01 -9.07474350e-02]
[ 5.56111147e-02 -2.16047939e-01 8.51000112e-02 1.66334992e-02
1.79815202e-01 -1.00513876e-01 3.16823024e-02 -9.74616641e-02
-1.25330852e-02 1.36590970e-01]
[ -7.74952172e-02 1.12384902e-01 -1.33970001e-03 -1.58915743e-01
2.39243438e-02 2.63678349e-02 6.92221871e-02 -1.01566141e-01
-2.32617032e-02 -1.24261508e-01]
[ -7.68479627e-02 5.25994084e-02 -5.53749188e-02 3.25052119e-02
2.20453905e-01 8.60585050e-02 -8.80596240e-02 -1.40152415e-02
-1.34512143e-01 -1.58653575e-01]
[ -1.55603045e-01 7.22607358e-03 6.26319396e-02 2.37587273e-02
-1.77265772e-01 -2.20483183e-01 -1.81890980e-01 -1.96916401e-01
8.87584308e-02 1.76401303e-01]
[ -2.07388386e-01 -1.15591596e-01 1.23242009e-01 2.79600941e-01
-1.57507090e-01 -8.66771618e-02 -1.48858270e-01 -2.54731918e-01
-2.00231668e-01 1.92043812e-02]
[ 1.16966964e-01 -3.83758636e-02 -1.81690632e-02 1.15009527e-01
-1.40425429e-02 -8.20389067e-02 1.00797680e-01 4.42749652e-03
2.93698980e-02 2.20337412e-02]
[ 3.22326012e-02 -3.98066312e-02 -2.13396531e-01 1.39643659e-01
-4.15577391e-02 9.15409681e-02 -8.36300580e-02 -2.00686705e-02
-1.01562449e-01 -9.98517007e-03]
[ -1.30834969e-01 -6.47335341e-02 -2.08221089e-01 1.43691271e-01
4.25603910e-03 1.39364935e-01 2.45355809e-02 -2.50380141e-01
5.70135324e-02 -2.13444504e-01]
[ -7.21881142e-02 -3.48804145e-02 2.75569869e-01 9.67022530e-02
1.24277062e-01 -6.11644597e-02 -1.29365843e-01 1.21181967e-01
6.70576388e-02 3.20728984e-02]
[ 3.88671114e-02 -3.52423897e-02 8.08897943e-02 7.09786212e-02
1.39737799e-01 -1.25718982e-02 2.86416806e-01 1.20259179e-01
-5.17428867e-02 -8.20542122e-02]
[ -2.72576281e-03 -1.72234776e-01 -2.94870852e-01 -6.18998359e-02
2.77789755e-01 -8.54367849e-02 1.97885318e-01 1.64411539e-01
9.61407494e-02 -4.31645887e-02]
[ 5.25308052e-02 2.05826093e-02 -1.18809153e-01 4.27029045e-02
-8.78728118e-02 3.25456553e-01 2.41946603e-01 2.05753381e-01
-1.66358868e-01 -5.31132165e-02]
[ 2.44633185e-02 3.08576464e-02 1.31169702e-01 1.34038179e-01
-9.88834069e-02 9.68329945e-02 -2.28664676e-01 -3.95986276e-02
2.29301612e-01 1.12375799e-01]
[ 1.03812857e-01 7.18152205e-02 -5.13285522e-02 -1.10430705e-01
-9.19810263e-02 -3.27514759e-01 1.12078169e-01 8.50195547e-03
1.36288398e-01 8.37215572e-02]
[ -9.74835388e-02 2.22725485e-02 -1.51051534e-02 2.34166185e-02
7.42360899e-03 -2.02797394e-01 -9.43172038e-02 -1.94971131e-02
1.46744854e-02 1.30183057e-01]
[ -1.29484637e-01 -1.53053621e-02 -1.90471993e-01 1.63371430e-02
-3.11303609e-01 -1.14599516e-02 -6.07046689e-02 -2.24209851e-02
1.90040024e-02 8.57402012e-02]
[ -2.33456902e-03 1.75292030e-02 -6.11992559e-02 -8.90417583e-02
4.08328973e-01 2.62541610e-01 4.49069096e-01 1.14774129e-01
-1.51680481e-01 -3.29330484e-01]
[ 1.82351301e-02 -2.50964837e-01 -1.27970671e-02 -2.47874227e-02
5.10825468e-01 8.41537650e-02 3.88171344e-01 9.34814582e-02
6.55614575e-02 -3.25384189e-01]
[ 3.80553589e-02 -3.20150610e-01 -2.99491993e-02 -7.02822036e-02
5.59365842e-01 1.06474925e-02 3.73116505e-01 5.01746119e-02
-3.32845656e-01 -1.74885495e-01]
[ -1.26688157e-01 -4.51419472e-01 1.06190884e-02 -1.45701602e-01
5.89760674e-01 -1.09792300e-01 4.75304818e-01 -7.98757422e-02
-2.35398309e-02 1.35690941e-01]
[ -2.52771977e-01 -2.69042282e-01 7.14057069e-02 -2.61476414e-03
7.86036603e-01 1.26926644e-01 2.89183743e-01 4.98298773e-02
-5.41680122e-02 -8.85822229e-02]
[ -1.42292418e-01 -1.20479062e-01 2.77843005e-01 -1.62813454e-01
4.14585934e-01 -7.16979189e-02 4.99668158e-01 1.69004516e-02
-1.93386119e-01 5.21005223e-02]
[ -8.82878834e-02 -1.03590731e-01 -1.61672088e-01 -4.60020877e-02
3.17283629e-01 -2.48507549e-01 5.47961081e-02 1.71908255e-01
3.24360978e-02 -6.21670861e-02]
[ 1.16667030e-01 2.38140244e-01 1.65955558e-01 -8.51307693e-02
-9.34398325e-02 4.84162508e-02 -1.49423091e-01 2.84677612e-01
7.80862806e-02 1.77687003e-01]
[ 3.31364592e-01 2.63876679e-01 -9.19583259e-02 2.94032651e-01
-8.62353653e-01 -2.79934244e-01 -4.19866651e-01 1.77296576e-01
3.61519690e-01 -6.81199168e-02]
[ 5.71457188e-02 1.71090177e-01 2.57159883e-01 2.65771308e-01
-1.01973010e-01 -1.99855318e-01 -2.03356887e-01 -1.31959422e-01
-1.28499208e-01 -2.70959454e-01]
[ 3.68136550e-02 -1.57460906e-02 -1.11533330e-01 -3.46554095e-02
1.95940154e-01 3.56486223e-02 -4.33441939e-02 -1.83258753e-01
4.99111401e-02 2.28190057e-01]
[ -1.26442085e-02 -8.72187653e-02 -7.24932205e-02 -7.01102045e-02
4.93173624e-02 -1.67670237e-01 1.25734955e-01 9.61627515e-03
2.30579404e-02 -1.01544936e-02]
[ 1.44443779e-02 2.58005288e-02 2.38709488e-01 5.37254094e-02
-1.61736893e-01 -1.25893354e-01 1.59384885e-01 3.94563965e-02
-2.02097631e-01 9.15080648e-02]
[ 4.66637596e-02 -3.62905077e-02 9.67513993e-02 -2.83039419e-02
-1.25288904e-01 8.31428081e-02 1.38758101e-01 -2.71779137e-01
-4.45753752e-02 -1.23465969e-01]
[ -3.42618041e-02 2.38381507e-02 7.41975287e-02 -6.25946965e-02
7.12689410e-02 1.93669615e-01 1.64918719e-01 1.17486942e-01
-4.60713901e-02 1.45108582e-01]
[ 2.16632185e-01 4.62436468e-02 2.71426493e-02 7.59993039e-02
7.48179689e-02 -1.93170246e-02 -1.40894444e-01 1.48004887e-01
-5.83662000e-02 -2.24785053e-02]
[ 7.77112614e-03 -1.07889968e-01 5.96014554e-04 -8.87186182e-03
-2.52996033e-01 -1.05404739e-01 -1.12779386e-01 3.95442236e-02
8.27559885e-02 1.48064537e-01]
[ -3.16999092e-02 4.20030845e-01 8.41563284e-02 3.08018207e-01
-7.86597313e-01 -2.72795075e-01 -4.99371030e-01 -7.67205163e-02
2.00542307e-01 2.35951355e-01]
[ 1.25582617e-01 4.27692685e-01 3.48130447e-02 3.37885409e-01
-5.98155301e-01 -5.46573026e-02 -3.35758802e-01 1.47984545e-01
1.35797744e-01 4.21563181e-01]
[ 2.43145456e-01 2.54515068e-01 2.36300115e-01 1.13921594e-01
-3.07667935e-01 9.19060604e-02 -1.58589959e-01 1.61879467e-01
2.14219378e-01 4.86016897e-02]
[ -8.24995190e-02 1.91342026e-01 2.37157897e-01 1.21991055e-03
9.00480463e-03 1.36372546e-01 -6.92119004e-02 -1.55044086e-02
-4.51611412e-02 3.72328264e-02]
[ -1.00347988e-01 -1.54517760e-02 2.35687330e-02 8.66628420e-02
-3.23060503e-02 1.18870692e-01 2.67579240e-01 2.03140506e-02
-2.80016075e-01 -9.90679627e-02]
[ -2.08088316e-01 1.25045079e-02 -8.76590281e-02 -3.28681133e-01
1.30764370e-01 1.14683681e-01 6.83464097e-02 1.04267492e-01
-1.95885854e-01 4.81711233e-02]
[ 3.99459463e-02 -2.84381372e-01 -1.12724167e-01 -1.19813526e-01
2.39512410e-01 1.18602992e-02 8.35702756e-02 1.54408999e-01
-1.32122494e-01 -1.75022271e-01]
[ 1.53884893e-01 -1.24655042e-01 -1.35517087e-01 3.22113392e-03
1.31737724e-01 -6.38723288e-02 -4.09819075e-02 -1.47762661e-01
1.37032269e-01 -9.38371934e-02]
[ -1.19600472e-01 1.72183162e-01 2.57019480e-01 -2.64226522e-02
1.67290038e-01 9.05883579e-02 -2.84168642e-02 -2.98558770e-01
-1.26175998e-01 -5.91999421e-02]
[ -3.54740158e-01 1.04099985e-01 8.57143976e-03 -3.42448410e-02
1.37637039e-01 -1.66499307e-01 -4.73551045e-02 2.35344529e-01
-9.95288419e-02 7.85623905e-02]
[ 1.46034976e-01 1.16678992e-01 -2.41635782e-01 -1.00882922e-01
1.17551470e-01 -2.88161678e-01 5.81855740e-03 -1.67898843e-01
-1.01906072e-02 -1.93288339e-01]
[ 2.06318471e-01 -1.43173878e-01 5.85322881e-02 -3.01175419e-02
5.72023270e-02 -2.75459253e-02 -1.28544582e-02 -1.36865556e-01
1.04517321e-01 -1.84612936e-01]
[ -1.06215225e-01 -2.14947739e-02 1.19385645e-01 1.06717322e-01
1.70655223e-02 -1.09786208e-01 2.35893076e-01 -7.67366690e-02
1.83041299e-01 -4.78101461e-03]
[ 2.97236893e-02 -9.06428290e-02 2.19838707e-01 -2.07227172e-01
3.72068463e-02 1.01992181e-01 -2.92372798e-02 -1.12281239e-01
4.45507359e-02 2.69461237e-01]]
[[ 4.51874810e-01]
[ 1.20529901e+00]
[ 2.12372307e-01]
[ 6.55515540e-01]
[ -2.16275276e+00]
[ -2.55687138e-01]
[ -1.36252856e+00]
[ 1.52353868e-03]
[ 5.03535025e-01]
[ 7.01289578e-01]]
Progress: 13.4% ... Training loss: 0.355 ... Validation loss: 0.582[[ 1.61254967e-01 2.70811643e-01 -1.13498262e-01 1.08897250e-01
-5.72568325e-01 -6.91635908e-02 -1.03927408e-01 1.25064418e-01
-8.27489648e-02 2.09288381e-01]
[ 1.62653573e-02 1.74972824e-01 -1.94999946e-02 4.02789817e-02
9.49490844e-02 -6.01254021e-03 2.94852258e-01 4.13537515e-02
1.39174126e-01 -2.73265912e-02]
[ 2.05996806e-01 4.27783019e-01 3.71939141e-02 1.36999580e-01
3.82137105e-03 -7.02024281e-02 -5.38797942e-01 -3.24029523e-02
1.19890330e-01 3.78697970e-01]
[ -4.07058953e-02 -3.47058716e-01 -2.50074802e-01 -1.10700557e-02
8.68408688e-02 1.77094183e-01 1.82608867e-01 5.56307441e-02
-1.78944885e-03 5.16526296e-02]
[ 2.29879343e-03 2.11840608e-01 -1.45894059e-01 4.89684576e-02
9.22757396e-02 -1.81498167e-01 -3.55096497e-03 -1.20132717e-01
-1.88223957e-01 4.39172082e-02]
[ -3.44651638e-01 -2.80300014e-01 -2.85311627e-01 1.48101862e-01
1.36077926e-01 4.93606116e-02 -1.27305892e-02 -3.48782006e-02
-5.22216859e-03 3.68790967e-02]
[ -9.09980175e-03 -1.52133324e-01 7.16611068e-03 9.00810240e-02
-3.89997407e-02 -6.89278252e-02 1.78853189e-01 -1.88888606e-01
1.76718448e-01 3.31736772e-02]
[ 1.18350335e-01 -1.86936440e-01 3.44857232e-02 -6.14454559e-02
1.43654100e-01 -4.57874195e-02 2.54017786e-02 1.23437754e-01
7.26385751e-02 -7.99410906e-03]
[ -1.49580639e-01 -1.16772418e-02 -2.97002087e-01 7.62274526e-03
-1.15123432e-01 6.01560717e-02 -2.86093826e-01 -2.65567436e-02
2.81111054e-01 -8.95258920e-02]
[ 5.98369475e-02 -2.06223610e-01 8.70947513e-02 2.29804502e-02
1.60047481e-01 -1.02929603e-01 2.01023988e-02 -9.74467424e-02
-7.52751691e-03 1.42428520e-01]
[ -7.61101155e-02 1.15253591e-01 -6.55600888e-04 -1.56900279e-01
1.76879404e-02 2.55437851e-02 6.51558969e-02 -1.01561282e-01
-2.16387017e-02 -1.22256990e-01]
[ -7.62622080e-02 5.33123447e-02 -5.51090614e-02 3.32876972e-02
2.18910576e-01 8.57774340e-02 -8.90154852e-02 -1.40134465e-02
-1.33925685e-01 -1.57903706e-01]
[ -1.55603045e-01 7.22607358e-03 6.26319396e-02 2.37587273e-02
-1.77265772e-01 -2.20483183e-01 -1.81890980e-01 -1.96916401e-01
8.87584308e-02 1.76401303e-01]
[ -2.07650441e-01 -1.16371149e-01 1.23146683e-01 2.79293062e-01
-1.56364469e-01 -8.65597901e-02 -1.48100933e-01 -2.54732640e-01
-2.00476425e-01 1.88472194e-02]
[ 1.17227571e-01 -3.81539035e-02 -1.80270538e-02 1.15476817e-01
-1.52981763e-02 -8.22052205e-02 1.00464056e-01 4.42852965e-03
2.97018734e-02 2.23832270e-02]
[ 3.26707781e-02 -3.87210946e-02 -2.13186490e-01 1.40299766e-01
-4.36298214e-02 9.12834447e-02 -8.49266003e-02 -2.00671323e-02
-1.01042155e-01 -9.28485724e-03]
[ -1.30854340e-01 -6.47290359e-02 -2.08223274e-01 1.43669904e-01
4.38541941e-03 1.39366987e-01 2.45693525e-02 -2.50380128e-01
5.69981456e-02 -2.13457359e-01]
[ -7.15059257e-02 -3.31754708e-02 2.75856790e-01 9.76110461e-02
1.21374355e-01 -6.15473113e-02 -1.31148195e-01 1.21184177e-01
6.77642953e-02 3.28599938e-02]
[ 4.01732884e-02 -3.28112643e-02 8.15200060e-02 7.28589869e-02
1.33786621e-01 -1.32784229e-02 2.82643359e-01 1.20263815e-01
-5.01669192e-02 -8.01771349e-02]
[ -1.54671523e-03 -1.69279141e-01 -2.94328892e-01 -6.02503720e-02
2.72573091e-01 -8.60603462e-02 1.94458417e-01 1.64415240e-01
9.73980303e-02 -4.15067133e-02]
[ 5.40592486e-02 2.41608904e-02 -1.18021507e-01 4.50744360e-02
-9.49729560e-02 3.24496006e-01 2.37649305e-01 2.05759011e-01
-1.64457803e-01 -5.08708830e-02]
[ 2.50534014e-02 3.23493028e-02 1.31410033e-01 1.34966948e-01
-1.01858452e-01 9.64980086e-02 -2.30237637e-01 -3.95965325e-02
2.29992891e-01 1.13079615e-01]
[ 1.04359287e-01 7.27554238e-02 -5.10888406e-02 -1.09686100e-01
-9.38740374e-02 -3.27790857e-01 1.10916842e-01 8.50369455e-03
1.36885812e-01 8.45024022e-02]
[ -9.75842441e-02 2.20031441e-02 -1.51504594e-02 2.32694403e-02
7.90491769e-03 -2.02739640e-01 -9.40228888e-02 -1.94974527e-02
1.45599873e-02 1.30025941e-01]
[ -1.29436970e-01 -1.52642893e-02 -1.90463310e-01 1.63515412e-02
-3.11237908e-01 -1.14495715e-02 -6.07476947e-02 -2.24209442e-02
1.90117405e-02 8.57604296e-02]
[ -2.62670770e-03 1.67319534e-02 -6.13426461e-02 -8.94848819e-02
4.09784156e-01 2.62711434e-01 4.49970185e-01 1.14773104e-01
-1.52028713e-01 -3.29809864e-01]
[ 1.79982693e-02 -2.51692019e-01 -1.29213553e-02 -2.51727842e-02
5.12109289e-01 8.43057439e-02 3.88979176e-01 9.34805318e-02
6.52671010e-02 -3.25796113e-01]
[ 3.78883737e-02 -3.20838359e-01 -3.00317697e-02 -7.05287372e-02
5.60328582e-01 1.07476456e-02 3.73829375e-01 5.01740604e-02
-3.33045335e-01 -1.75201821e-01]
[ -1.26799134e-01 -4.51671544e-01 1.05658827e-02 -1.45866206e-01
5.90253246e-01 -1.09727572e-01 4.75616204e-01 -7.98761252e-02
-2.36603281e-02 1.35518257e-01]
[ -2.52643259e-01 -2.68842986e-01 7.14774374e-02 -2.38690377e-03
7.85514597e-01 1.26841166e-01 2.88847815e-01 4.98303943e-02
-5.39967921e-02 -8.83513254e-02]
[ -1.42266519e-01 -1.20409954e-01 2.77870032e-01 -1.62737136e-01
4.14349674e-01 -7.17277713e-02 4.99612159e-01 1.69006374e-02
-1.93333103e-01 5.21782200e-02]
[ -8.83323371e-02 -1.03851286e-01 -1.61695191e-01 -4.60594662e-02
3.17518695e-01 -2.48485896e-01 5.50496324e-02 1.71908154e-01
3.23954705e-02 -6.21966007e-02]
[ 1.17278393e-01 2.39727725e-01 1.66244448e-01 -8.42229120e-02
-9.63810297e-02 4.80733137e-02 -1.51189283e-01 2.84679486e-01
7.87823352e-02 1.78531336e-01]
[ 3.31157516e-01 2.63338145e-01 -9.20553440e-02 2.93729122e-01
-8.61214634e-01 -2.79802470e-01 -4.19261842e-01 1.77295838e-01
3.61294814e-01 -6.84213951e-02]
[ 5.73089253e-02 1.71468942e-01 2.57246123e-01 2.66041586e-01
-1.02871518e-01 -1.99962978e-01 -2.03771742e-01 -1.31958792e-01
-1.28289486e-01 -2.70718977e-01]
[ 3.71653416e-02 -1.47952600e-02 -1.11360549e-01 -3.41353676e-02
1.94187763e-01 3.54450022e-02 -4.43975212e-02 -1.83257604e-01
5.03138614e-02 2.28692742e-01]
[ -1.27710245e-02 -8.75623006e-02 -7.25517948e-02 -7.02890486e-02
4.98476825e-02 -1.67613657e-01 1.26119233e-01 9.61589431e-03
2.29478802e-02 -1.03801678e-02]
[ 1.51512485e-02 2.75571697e-02 2.39005234e-01 5.47913352e-02
-1.65266625e-01 -1.26263161e-01 1.57321625e-01 3.94588760e-02
-2.01298754e-01 9.23777890e-02]
[ 4.74978203e-02 -3.39147493e-02 9.71507416e-02 -2.69375725e-02
-1.29611553e-01 8.26107115e-02 1.36241326e-01 -2.71776024e-01
-4.35599571e-02 -1.22142226e-01]
[ -3.35326149e-02 2.56593358e-02 7.45466948e-02 -6.14927493e-02
6.75556287e-02 1.93255743e-01 1.62591331e-01 1.17489529e-01
-4.52323323e-02 1.46225860e-01]
[ 2.16252328e-01 4.54155521e-02 2.69542180e-02 7.54269606e-02
7.67308137e-02 -1.91056618e-02 -1.39978088e-01 1.48003536e-01
-5.88245605e-02 -2.30177969e-02]
[ 7.64895156e-03 -1.08084438e-01 5.36479202e-04 -9.08503128e-03
-2.52301554e-01 -1.05345766e-01 -1.12437030e-01 3.95437820e-02
8.25957056e-02 1.47854474e-01]
[ -3.00342920e-02 4.23317229e-01 8.49789036e-02 3.10409545e-01
-7.93401725e-01 -2.73658482e-01 -5.03350971e-01 -7.67146011e-02
2.02487629e-01 2.38445479e-01]
[ 1.27134252e-01 4.30593871e-01 3.55460277e-02 3.40031034e-01
-6.04758575e-01 -5.55448786e-02 -3.39869569e-01 1.47989835e-01
1.37576774e-01 4.23520873e-01]
[ 2.43706377e-01 2.55898830e-01 2.36581667e-01 1.14757979e-01
-3.10331098e-01 9.15682918e-02 -1.60199156e-01 1.61881335e-01
2.14877909e-01 4.94118694e-02]
[ -8.21779468e-02 1.92126889e-01 2.37304796e-01 1.69704143e-03
7.55413015e-03 1.36187009e-01 -7.01461999e-02 -1.55033112e-02
-4.48061084e-02 3.77050057e-02]
[ -9.98684207e-02 -1.42461463e-02 2.37967487e-02 8.73616244e-02
-3.43623655e-02 1.18603455e-01 2.66132339e-01 2.03156417e-02
-2.79478466e-01 -9.83292678e-02]
[ -2.08099227e-01 1.24716271e-02 -8.76724640e-02 -3.28703943e-01
1.30857171e-01 1.14685549e-01 6.84001723e-02 1.04267483e-01
-1.95902576e-01 4.81335476e-02]
[ 3.97105773e-02 -2.85013987e-01 -1.12838866e-01 -1.20166789e-01
2.40660006e-01 1.19974047e-02 8.42947848e-02 1.54408182e-01
-1.32395382e-01 -1.75386132e-01]
[ 1.55211699e-01 -1.21052747e-01 -1.34868972e-01 5.26513340e-03
1.24958362e-01 -6.46569747e-02 -4.52508997e-02 -1.47757944e-01
1.38572309e-01 -9.17853939e-02]
[ -1.18180985e-01 1.74618541e-01 2.57681526e-01 -2.44378720e-02
1.61648688e-01 8.98110968e-02 -3.18530563e-02 -2.98553996e-01
-1.24559830e-01 -5.72182395e-02]
[ -3.54018255e-01 1.05959837e-01 8.90873886e-03 -3.32599304e-02
1.34386597e-01 -1.66906928e-01 -4.92983270e-02 2.35346561e-01
-9.87461796e-02 7.93268719e-02]
[ 1.45390856e-01 1.14926866e-01 -2.41957107e-01 -1.01891061e-01
1.20962257e-01 -2.87805701e-01 7.84259248e-03 -1.67901054e-01
-1.09460761e-02 -1.94340979e-01]
[ 2.06837310e-01 -1.42562076e-01 5.88187636e-02 -2.93195938e-02
5.52675149e-02 -2.78339677e-02 -1.38789264e-02 -1.36863401e-01
1.05251955e-01 -1.83850709e-01]
[ -1.04849885e-01 -1.83447173e-02 1.20046146e-01 1.08698773e-01
1.11824815e-02 -1.10534448e-01 2.32041103e-01 -7.67319825e-02
1.84549722e-01 -2.82149512e-03]
[ 3.12121244e-02 -8.71441334e-02 2.20510292e-01 -2.04867222e-01
2.97376127e-02 1.01121165e-01 -3.33385219e-02 -1.12275817e-01
4.63393034e-02 2.71586083e-01]]
[[ 0.48593233]
[ 1.24391316]
[ 0.24729518]
[ 0.68968686]
[-2.14001976]
[-0.23025387]
[-1.34101275]
[ 0.02947109]
[ 0.53658331]
[ 0.74000313]]
Progress: 13.4% ... Training loss: 0.371 ... Validation loss: 0.584[[ 1.56032816e-01 2.57489509e-01 -1.16048188e-01 1.01619817e-01
-5.50535737e-01 -6.67924289e-02 -8.92860088e-02 1.24760110e-01
-8.82699932e-02 2.01595507e-01]
[ 1.59665183e-02 1.74269839e-01 -1.96497224e-02 3.98558553e-02
9.62303272e-02 -5.86987723e-03 2.95610171e-01 4.13356111e-02
1.38845758e-01 -2.77272110e-02]
[ 2.02082557e-01 4.18215964e-01 3.52565280e-02 1.31301824e-01
2.07663022e-02 -6.82809837e-02 -5.27527621e-01 -3.26290691e-02
1.15591955e-01 3.73002159e-01]
[ -4.20933710e-02 -3.50050417e-01 -2.50807768e-01 -1.30652888e-02
9.20643367e-02 1.77805411e-01 1.85981041e-01 5.55343691e-02
-3.51454567e-03 4.98162377e-02]
[ 3.28236500e-03 2.14248112e-01 -1.45293388e-01 5.06403332e-02
8.87819643e-02 -1.82179609e-01 -6.23830945e-03 -1.20053421e-01
-1.86927588e-01 4.55784081e-02]
[ -3.45727329e-01 -2.83357734e-01 -2.85828841e-01 1.46726074e-01
1.40629556e-01 4.97961893e-02 -9.59843355e-03 -3.49383031e-02
-6.30540278e-03 3.52890341e-02]
[ -1.17301613e-02 -1.58598969e-01 5.87159298e-03 8.63914433e-02
-2.83297392e-02 -6.76943559e-02 1.85925330e-01 -1.89047388e-01
1.73914321e-01 2.92737695e-02]
[ 1.14867274e-01 -1.95982333e-01 3.27575909e-02 -6.64125752e-02
1.58468139e-01 -4.41215745e-02 3.55379968e-02 1.23234607e-01
6.88821914e-02 -1.31089716e-02]
[ -1.50595971e-01 -1.42112138e-02 -2.97490476e-01 6.11300590e-03
-1.10589883e-01 6.06456542e-02 -2.83318539e-01 -2.66201437e-02
2.79966063e-01 -9.11557447e-02]
[ 5.45302394e-02 -2.20030590e-01 8.45025726e-02 1.55360442e-02
1.82403473e-01 -1.00464939e-01 3.51467915e-02 -9.77553459e-02
-1.31349721e-02 1.34600881e-01]
[ -7.78600138e-02 1.10855094e-01 -1.54045681e-03 -1.59413490e-01
2.50291992e-02 2.63567337e-02 7.00531186e-02 -1.01668827e-01
-2.35552555e-02 -1.24912202e-01]
[ -7.74100461e-02 5.04145909e-02 -5.56602789e-02 3.17030865e-02
2.23782545e-01 8.63242958e-02 -8.58412975e-02 -1.40827297e-02
-1.35190411e-01 -1.59655541e-01]
[ -1.55603045e-01 7.22607358e-03 6.26319396e-02 2.37587273e-02
-1.77265772e-01 -2.20483183e-01 -1.81890980e-01 -1.96916401e-01
8.87584308e-02 1.76401303e-01]
[ -2.08098261e-01 -1.17545094e-01 1.22948006e-01 2.78798583e-01
-1.54546753e-01 -8.63957556e-02 -1.46905079e-01 -2.54755640e-01
-2.00910052e-01 1.82287617e-02]
[ 1.16839081e-01 -3.93769931e-02 -1.82228552e-02 1.14928821e-01
-1.36234741e-02 -8.20404907e-02 1.01672251e-01 4.40495612e-03
2.92928964e-02 2.17919208e-02]
[ 3.26573398e-02 -3.89100002e-02 -2.13205998e-01 1.40292512e-01
-4.34554665e-02 9.12774300e-02 -8.48300929e-02 -2.00671655e-02
-1.01038976e-01 -9.38396234e-03]
[ -1.31576609e-01 -6.64189336e-02 -2.08597942e-01 1.42659867e-01
7.34515968e-03 1.39712612e-01 2.65630758e-02 -2.50423944e-01
5.61966530e-02 -2.14564663e-01]
[ -7.37602589e-02 -3.87780518e-02 2.74760320e-01 9.44113519e-02
1.30588099e-01 -6.04879025e-02 -1.25064099e-01 1.21047112e-01
6.53709017e-02 2.95966402e-02]
[ 4.02633075e-02 -3.27881186e-02 8.15702879e-02 7.29718625e-02
1.33361555e-01 -1.32858203e-02 2.82555019e-01 1.20269498e-01
-5.00701036e-02 -8.00722933e-02]
[ -2.66890981e-03 -1.72161563e-01 -2.94885321e-01 -6.18453523e-02
2.77154126e-01 -8.55331650e-02 1.97649004e-01 1.64350570e-01
9.61834330e-02 -4.30372970e-02]
[ 5.30713025e-02 2.15363446e-02 -1.18494187e-01 4.37216836e-02
-9.07290519e-02 3.24940859e-01 2.40641127e-01 2.05704059e-01
-1.65470417e-01 -5.23662002e-02]
[ 2.36685295e-02 2.90209757e-02 1.30722808e-01 1.32964350e-01
-9.57350422e-02 9.71578514e-02 -2.26393308e-01 -3.96798402e-02
2.28451510e-01 1.10981728e-01]
[ 1.03786360e-01 7.14469095e-02 -5.13827964e-02 -1.10517504e-01
-9.14390274e-02 -3.27522578e-01 1.12387090e-01 8.46892764e-03
1.36251151e-01 8.35933884e-02]
[ -9.76612228e-02 2.18034292e-02 -1.51902723e-02 2.31575630e-02
8.14449828e-03 -2.02702016e-01 -9.38307795e-02 -1.95023026e-02
1.44861402e-02 1.29918694e-01]
[ -1.29760164e-01 -1.61687240e-02 -1.90606619e-01 1.58495114e-02
-3.09706819e-01 -1.12832636e-02 -5.98110241e-02 -2.24420237e-02
1.86376007e-02 8.52404773e-02]
[ -3.48750858e-03 1.43983606e-02 -6.17957504e-02 -9.08026265e-02
4.13856241e-01 2.63147991e-01 4.52476928e-01 1.14717184e-01
-1.53040619e-01 -3.31210221e-01]
[ 1.74906916e-02 -2.52998161e-01 -1.31691004e-02 -2.59054726e-02
5.14278133e-01 8.45433834e-02 3.90351862e-01 9.34491312e-02
6.47050638e-02 -3.26604291e-01]
[ 3.70530007e-02 -3.23080605e-01 -3.04791711e-02 -7.17511692e-02
5.64038927e-01 1.11540107e-02 3.76342866e-01 5.01215440e-02
-3.33992321e-01 -1.76514534e-01]
[ -1.27263944e-01 -4.52744506e-01 1.03193981e-02 -1.46559332e-01
5.92319245e-01 -1.09496591e-01 4.76846647e-01 -7.99055505e-02
-2.41909084e-02 1.34773560e-01]
[ -2.53851296e-01 -2.71801312e-01 7.08687956e-02 -4.07917488e-03
7.90526985e-01 1.27403767e-01 2.92064355e-01 4.97575572e-02
-5.53196848e-02 -9.00842442e-02]
[ -1.43067508e-01 -1.22262380e-01 2.77472752e-01 -1.63880143e-01
4.17617906e-01 -7.13531086e-02 5.01765624e-01 1.68536631e-02
-1.94210613e-01 5.10360453e-02]
[ -8.89652730e-02 -1.05437507e-01 -1.62006020e-01 -4.69862904e-02
3.20301221e-01 -2.48182702e-01 5.68253769e-02 1.71869991e-01
3.17088647e-02 -6.31745049e-02]
[ 1.18016184e-01 2.41658684e-01 1.66634557e-01 -8.31005846e-02
-9.97277097e-02 4.77014314e-02 -1.53227601e-01 2.84726612e-01
7.96287974e-02 1.79715217e-01]
[ 3.30085766e-01 2.60591649e-01 -9.25662302e-02 2.92246311e-01
-8.57395700e-01 -2.79279815e-01 -4.16325432e-01 1.77228669e-01
3.60166644e-01 -7.00519673e-02]
[ 5.74093273e-02 1.71744627e-01 2.57313488e-01 2.66232199e-01
-1.03454442e-01 -2.00028682e-01 -2.04108634e-01 -1.31950382e-01
-1.28153570e-01 -2.70525737e-01]
[ 3.64076836e-02 -1.66875236e-02 -1.11758399e-01 -3.52397852e-02
1.97494474e-01 3.58037623e-02 -4.24013452e-02 -1.83304030e-01
4.94527746e-02 2.27671555e-01]
[ -1.23358182e-02 -8.64818937e-02 -7.23304206e-02 -6.96505437e-02
4.79460493e-02 -1.67841150e-01 1.24871854e-01 9.64377456e-03
2.34378297e-02 -9.69091984e-03]
[ 1.49765541e-02 2.70934294e-02 2.38932186e-01 5.45374094e-02
-1.64560375e-01 -1.26171344e-01 1.57812031e-01 3.94459367e-02
-2.01495999e-01 9.21397611e-02]
[ 4.71915768e-02 -3.46820866e-02 9.69770676e-02 -2.74352074e-02
-1.28140167e-01 8.27528687e-02 1.37113148e-01 -2.71794597e-01
-4.39283735e-02 -1.22656217e-01]
[ -3.38777632e-02 2.47708013e-02 7.43719802e-02 -6.19844213e-02
6.90952744e-02 1.93420539e-01 1.63568087e-01 1.17468753e-01
-4.56196176e-02 1.45716317e-01]
[ 2.15973223e-01 4.46908871e-02 2.68113030e-02 7.50237298e-02
7.80036186e-02 -1.89758214e-02 -1.39246641e-01 1.47986802e-01
-5.91282221e-02 -2.34549698e-02]
[ 7.79455562e-03 -1.07657175e-01 6.22456846e-04 -8.80854998e-03
-2.52980738e-01 -1.05438112e-01 -1.12785642e-01 3.95577191e-02
8.27827159e-02 1.47995858e-01]
[ -2.95297213e-02 4.24217332e-01 8.52820406e-02 3.11205540e-01
-7.95542055e-01 -2.73900811e-01 -5.04377303e-01 -7.66775585e-02
2.03162408e-01 2.39231875e-01]
[ 1.26581334e-01 4.29109003e-01 3.52484458e-02 3.39216760e-01
-6.02351900e-01 -5.52701683e-02 -3.38356922e-01 1.47954637e-01
1.36969963e-01 4.22697824e-01]
[ 2.43743858e-01 2.56035185e-01 2.36632366e-01 1.14894424e-01
-3.10748756e-01 9.15262075e-02 -1.60277331e-01 1.61888102e-01
2.14966438e-01 4.95449594e-02]
[ -8.20164311e-02 1.92490637e-01 2.37416438e-01 1.99453611e-03
6.63270095e-03 1.36108721e-01 -7.05645793e-02 -1.54901293e-02
-4.45772895e-02 3.79808181e-02]
[ -1.00397396e-01 -1.56070796e-02 2.35489788e-02 8.65913034e-02
-3.19659154e-02 1.18854494e-01 2.67583993e-01 2.02833665e-02
-2.80038180e-01 -9.91410313e-02]
[ -2.08528736e-01 1.14015345e-02 -8.78936979e-02 -3.29331532e-01
1.32789945e-01 1.14894645e-01 6.95886864e-02 1.04240885e-01
-1.96388879e-01 4.75343252e-02]
[ 3.91400863e-02 -2.86480890e-01 -1.13146262e-01 -1.20992908e-01
2.43287013e-01 1.22451359e-02 8.59797336e-02 1.54372333e-01
-1.32998375e-01 -1.76320394e-01]
[ 1.54688068e-01 -1.22447043e-01 -1.35110566e-01 4.58081607e-03
1.26886988e-01 -6.43821011e-02 -4.37358220e-02 -1.47793002e-01
1.38013438e-01 -9.25744099e-02]
[ -1.19361661e-01 1.71963152e-01 2.57106313e-01 -2.61151498e-02
1.66944613e-01 9.03669547e-02 -2.88382465e-02 -2.98622670e-01
-1.25892506e-01 -5.88554565e-02]
[ -3.55814317e-01 1.01487840e-01 8.00227672e-03 -3.57791989e-02
1.42142733e-01 -1.66111132e-01 -4.44748071e-02 2.35241114e-01
-1.00693629e-01 7.67522682e-02]
[ 1.44361171e-01 1.12082743e-01 -2.42413103e-01 -1.03283581e-01
1.25049725e-01 -2.87316900e-01 1.08127660e-02 -1.67958901e-01
-1.19890239e-02 -1.95906032e-01]
[ 2.05097393e-01 -1.47099157e-01 5.79377682e-02 -3.18714184e-02
6.30742670e-02 -2.70073656e-02 -8.63168148e-03 -1.36965657e-01
1.03356606e-01 -1.86619357e-01]
[ -1.06565212e-01 -2.25983710e-02 1.19173147e-01 1.06279979e-01
1.87530370e-02 -1.09761907e-01 2.36746225e-01 -7.68345335e-02
1.82713809e-01 -5.34718592e-03]
[ 3.09929782e-02 -8.80908256e-02 2.20415299e-01 -2.05165447e-01
2.98613696e-02 1.01231169e-01 -3.24986678e-02 -1.12289415e-01
4.61637745e-02 2.71211626e-01]]
[[ 0.45016127]
[ 1.21203895]
[ 0.21420182]
[ 0.65271301]
[-2.17832587]
[-0.26186573]
[-1.3752549 ]
[-0.00478091]
[ 0.50017303]
[ 0.70212148]]
Progress: 13.5% ... Training loss: 0.358 ... Validation loss: 0.578[[ 0.15626733 0.25730457 -0.11598703 0.10180089 -0.55033981 -0.06687208
-0.08936077 0.12475883 -0.08804037 0.20137417]
[ 0.01609554 0.17410581 -0.01958661 0.03996511 0.09581874 -0.00591141
0.29547804 0.04133497 0.13899305 -0.02758019]
[ 0.20269169 0.41901283 0.03549082 0.13179904 0.01939806 -0.06846538
-0.52850526 -0.0326324 0.11619567 0.37308162]
[-0.04291416 -0.35206598 -0.25122559 -0.01407804 0.09607104 0.17819358
0.1876962 0.05554269 -0.00426262 0.04894688]
[ 0.00271629 0.21306821 -0.14546127 0.0498626 0.09082435 -0.18187062
-0.00474285 -0.1200486 -0.18755474 0.04463673]
[-0.34630358 -0.28524043 -0.28608077 0.14597812 0.14322248 0.05009979
-0.00768974 -0.03493237 -0.00692577 0.03438058]
[-0.01032501 -0.1556233 0.00646007 0.08836497 -0.03413845 -0.06845852
0.18246039 -0.18906232 0.17553198 0.03111453]
[ 0.11568358 -0.19425641 0.03315891 -0.06528413 0.15522612 -0.04457363
0.0334629 0.12322685 0.06975641 -0.01208787]
[-0.15043693 -0.01387388 -0.29741387 0.00635382 -0.11132252 0.06055374
-0.28398277 -0.02662169 0.2801633 -0.09090799]
[ 0.05631707 -0.21637808 0.08535709 0.01811221 0.17444841 -0.10144758
0.0306587 -0.09777395 -0.0110987 0.13703048]
[-0.07779463 0.11053933 -0.00149889 -0.15933065 0.02518555 0.02629557
0.07004122 -0.10166918 -0.02344579 -0.12502356]
[-0.07738161 0.05045095 -0.05569774 0.03176268 0.22406428 0.08630967
-0.08591782 -0.01408304 -0.13516494 -0.15962909]
[-0.15567944 0.0070092 0.06258779 0.02363497 -0.17693923 -0.2204293
-0.18161004 -0.19691543 0.08865597 0.17625778]
[-0.20850436 -0.1187706 0.1227575 0.27826567 -0.1526303 -0.08615745
-0.14557259 -0.25475132 -0.20135627 0.01758865]
[ 0.11695549 -0.03920838 -0.01815048 0.11512917 -0.01433163 -0.08214101
0.10143613 0.00440343 0.0294533 0.02198561]
[ 0.03283019 -0.03852449 -0.21314853 0.14055876 -0.04396042 0.09116316
-0.0854649 -0.02006917 -0.10084668 -0.00909393]
[-0.13118018 -0.06587005 -0.20840303 0.14318394 0.00588397 0.13949037
0.0256361 -0.25042816 0.05664961 -0.21401321]
[-0.07277919 -0.03622455 0.27519359 0.09585421 0.12578547 -0.06103071
-0.12765587 0.12103636 0.06644988 0.03085888]
[ 0.03948196 -0.0350355 0.0811574 0.07170953 0.13766709 -0.01277739
0.28522167 0.120279 -0.05096195 -0.0813966 ]
[-0.00210866 -0.17055409 -0.29460011 -0.06097184 0.27432201 -0.08586385
0.19587051 0.16434421 0.09682727 -0.04215873]
[ 0.0537405 0.02274488 -0.11816223 0.04467002 -0.09345128 0.32455216
0.23895588 0.20569752 -0.16471807 -0.05151079]
[ 0.0231214 0.02761477 0.13046838 0.13216065 -0.09309201 0.0974631
-0.22490709 -0.03967395 0.2278585 0.11014811]
[ 0.10412637 0.07232418 -0.05122268 -0.11001795 -0.09310536 -0.32770803
0.11137811 0.0084654 0.1366379 0.08409475]
[-0.09740017 0.02242475 -0.01506136 0.02355966 0.00694599 -0.20285665
-0.09462843 -0.01950506 0.01479747 0.13034575]
[-0.1297186 -0.01610452 -0.19059854 0.01588628 -0.30986614 -0.01130049
-0.0599319 -0.02244235 0.01865852 0.08527987]
[-0.00383077 0.01343928 -0.06195618 -0.09131911 0.4155546 0.26333656
0.45362732 0.11472089 -0.15342691 -0.33178326]
[ 0.01707629 -0.25427637 -0.01336531 -0.02651449 0.51643965 0.08478548
0.39170376 0.09345346 0.06424999 -0.32726907]
[ 0.03709661 -0.32305951 -0.03046083 -0.07169836 0.56397298 0.01113313
0.37629043 0.05012121 -0.33395281 -0.17645947]
[-0.12747816 -0.45333787 0.01021116 -0.14688537 0.5934357 -0.1093674
0.47758454 -0.07990306 -0.02444313 0.13442811]
[-0.25390608 -0.27196322 0.07084997 -0.00413102 0.79077772 0.1274305
0.2922099 0.04975796 -0.05535745 -0.09014656]
[-0.14324584 -0.12275048 0.27739678 -0.1641446 0.41841729 -0.07125785
0.50232628 0.0168555 -0.19440623 0.0507626 ]
[-0.08872848 -0.10487822 -0.16189168 -0.04663225 0.31917337 -0.24832078
0.05611032 0.17186755 0.03197518 -0.06280273]
[ 0.11845544 0.24277342 0.16684215 -0.08245452 -0.10180602 0.04744668
-0.15454321 0.28472206 0.08013461 0.18039731]
[ 0.33031447 0.26115739 -0.09249876 0.29255786 -0.8580993 -0.27939484
-0.41699305 0.17722626 0.36047639 -0.06967916]
[ 0.05721682 0.17124648 0.25722387 0.26595918 -0.10253685 -0.19992287
-0.20358888 -0.13194834 -0.12836954 -0.27082076]
[ 0.03614771 -0.01736742 -0.11186615 -0.03558307 0.19872116 0.03593474
-0.04164807 -0.18330202 0.04919193 0.22731472]
[-0.01233582 -0.08648189 -0.07233042 -0.06965054 0.04794605 -0.16784115
0.12487185 0.00964377 0.02343783 -0.00969092]
[ 0.01487982 0.02684832 0.23888377 0.05438569 -0.16406762 -0.1261123
0.15812131 0.03944705 -0.20161036 0.09198178]
[ 0.04737111 -0.03410651 0.09706311 -0.02716431 -0.12895482 0.08265976
0.13646986 -0.27179624 -0.04371772 -0.12242413]
[-0.03320137 0.02663272 0.07466006 -0.06103175 0.06596 0.19302814
0.16158358 0.11746184 -0.04490752 0.14656658]
[ 0.2161257 0.04508933 0.02687576 0.07525024 0.0772555 -0.01908047
-0.13977512 0.14798517 -0.05896867 -0.0232197 ]
[ 0.00854461 -0.1057649 0.0009852 -0.00770868 -0.25666147 -0.10583109
-0.11485614 0.03954963 0.08361135 0.14908994]
[-0.02895502 0.42513319 0.08555449 0.31198426 -0.79808026 -0.27419921
-0.50566084 -0.07668327 0.20381682 0.2400184 ]
[ 0.12685614 0.42937703 0.0353687 0.33958489 -0.60318063 -0.05541929
-0.33883576 0.14795261 0.13725385 0.42291774]
[ 0.24384785 0.25624872 0.23669442 0.11509035 -0.31128506 0.09146087
-0.16063818 0.16188683 0.21509883 0.04970995]
[-0.082174 0.19208604 0.23734096 0.00176292 0.0073751 0.13619116
-0.0700882 -0.01548853 -0.04475629 0.03772725]
[-0.10018086 -0.01502716 0.02365568 0.08691214 -0.03304218 0.11872577
0.26690503 0.02028094 -0.27979816 -0.09879232]
[-0.20856013 0.01130094 -0.08790923 -0.32937372 0.1329568 0.11491251
0.0696712 0.10424118 -0.19642493 0.04747785]
[ 0.03901066 -0.28688207 -0.11320584 -0.1211664 0.24385785 0.01231606
0.08637626 0.15437366 -0.13313944 -0.17649392]
[ 0.15503435 -0.12164608 -0.13495012 0.00511364 0.12517382 -0.06455657
-0.04460131 -0.14779661 0.13844326 -0.09212049]
[-0.11960433 0.17079233 0.25699227 -0.0265191 0.16834529 0.09052261
-0.02779822 -0.29861987 -0.12614499 -0.05928849]
[-0.35495974 0.10319256 0.0084223 -0.03451041 0.13847898 -0.16663487
-0.04697699 0.23523258 -0.09970021 0.07796075]
[ 0.14464585 0.11275875 -0.24229217 -0.10286194 0.12407129 -0.28750079
0.00998721 -0.16796227 -0.01164213 -0.19544004]
[ 0.20492461 -0.14753596 0.05782581 -0.03223283 0.06428542 -0.02688122
-0.00797595 -0.13696309 0.1030838 -0.18695754]
[-0.1066003 -0.02274881 0.11917586 0.10627486 0.01883341 -0.10974236
0.23687421 -0.07683463 0.1826747 -0.00540558]
[ 0.03176223 -0.08635822 0.22075166 -0.20402338 0.02633408 0.10080738
-0.03442475 -0.11229747 0.0470268 0.272114 ]]
[[ 0.45944933]
[ 1.22100557]
[ 0.2230188 ]
[ 0.66115044]
[-2.17252658]
[-0.25556597]
[-1.36919112]
[ 0.0042095 ]
[ 0.51042826]
[ 0.71277124]]
Progress: 13.6% ... Training loss: 0.351 ... Validation loss: 0.570[[ 1.56348099e-01 2.56904944e-01 -1.15951487e-01 1.01833460e-01
-5.50239022e-01 -6.69063274e-02 -8.94300333e-02 1.24758372e-01
-8.81189107e-02 2.01411184e-01]
[ 1.62104218e-02 1.74398829e-01 -1.95191290e-02 4.01830571e-02
9.52226181e-02 -5.99548467e-03 2.95232628e-01 4.13362719e-02
1.39139733e-01 -2.73949711e-02]
[ 1.98667115e-01 4.09010703e-01 3.35371126e-02 1.25171995e-01
3.79972974e-02 -6.60793257e-02 -5.17898081e-01 -3.26735752e-02
1.11620625e-01 3.66994749e-01]
[ -3.96791223e-02 -3.44346782e-01 -2.49677932e-01 -8.89789736e-03
8.15111015e-02 1.76332690e-01 1.79357629e-01 5.55749069e-02
-6.73455999e-04 5.35600517e-02]
[ 1.69094951e-03 2.09367613e-01 -1.45884159e-01 4.85338204e-02
9.47754590e-02 -1.81318528e-01 -5.59157315e-04 -1.20057244e-01
-1.88398955e-01 4.32574851e-02]
[ -3.45614535e-01 -2.83981680e-01 -2.85739380e-01 1.47246494e-01
1.39634613e-01 4.96369096e-02 -9.23650208e-03 -3.49251718e-02
-6.11398678e-03 3.54655267e-02]
[ -9.89593384e-03 -1.55363006e-01 6.65006021e-03 8.89259458e-02
-3.57072321e-02 -6.86735241e-02 1.81668479e-01 -1.89058629e-01
1.75972258e-01 3.15763521e-02]
[ 1.15062780e-01 -1.95681579e-01 3.28305512e-02 -6.63786501e-02
1.58259395e-01 -4.42359717e-02 3.51206345e-02 1.23220240e-01
6.89570812e-02 -1.30286948e-02]
[ -1.49865344e-01 -1.26650695e-02 -2.97192994e-01 7.16949038e-03
-1.13395230e-01 6.01989192e-02 -2.85628207e-01 -2.66166137e-02
2.80643074e-01 -9.01104512e-02]
[ 5.59778142e-02 -2.17182148e-01 8.51726053e-02 1.76327961e-02
1.75674361e-01 -1.01330174e-01 3.12172622e-02 -9.77771272e-02
-1.16669857e-02 1.36677334e-01]
[ -7.67940976e-02 1.12244187e-01 -1.07869251e-03 -1.57958216e-01
2.16186468e-02 2.57355960e-02 6.76861070e-02 -1.01660660e-01
-2.24090807e-02 -1.23673932e-01]
[ -7.69739890e-02 5.08528484e-02 -5.55095591e-02 3.24201529e-02
2.22209139e-01 8.60572069e-02 -8.64476420e-02 -1.40790315e-02
-1.34700859e-01 -1.59222093e-01]
[ -1.55679437e-01 7.00919628e-03 6.25877936e-02 2.36349664e-02
-1.76939229e-01 -2.20429302e-01 -1.81610044e-01 -1.96915431e-01
8.86559710e-02 1.76257777e-01]
[ -2.08869767e-01 -1.19783124e-01 1.22604572e-01 2.77836432e-01
-1.51194001e-01 -8.59670060e-02 -1.44488023e-01 -2.54754456e-01
-2.01760769e-01 1.70461771e-02]
[ 1.17419278e-01 -3.84154951e-02 -1.79484148e-02 1.15868392e-01
-1.66592304e-02 -8.24345928e-02 1.00504972e-01 4.40803346e-03
2.99958009e-02 2.26149685e-02]
[ 3.31247217e-02 -3.78006983e-02 -2.13008583e-01 1.41050261e-01
-4.51269940e-02 9.09794562e-02 -8.61926621e-02 -2.00663644e-02
-1.00526385e-01 -8.59944915e-03]
[ -1.31038959e-01 -6.55209842e-02 -2.08327225e-01 1.43426952e-01
5.22490088e-03 1.39398379e-01 2.53578203e-02 -2.50426558e-01
5.68270281e-02 -2.13786930e-01]
[ -7.24762563e-02 -3.54290663e-02 2.75325236e-01 9.62933753e-02
1.24462914e-01 -6.12164486e-02 -1.28604572e-01 1.21038981e-01
6.67158413e-02 3.12924903e-02]
[ 3.92912310e-02 -3.63143510e-02 8.10421568e-02 7.13046178e-02
1.38869868e-01 -1.26266105e-02 2.86174733e-01 1.20276639e-01
-5.11928125e-02 -8.18789670e-02]
[ -2.81816839e-03 -1.71966972e-01 -2.94955493e-01 -6.20651481e-02
2.77078612e-01 -8.54611722e-02 1.97326953e-01 1.64337086e-01
9.60534015e-02 -4.31118399e-02]
[ 5.42664049e-02 2.37202594e-02 -1.17899799e-01 4.53851326e-02
-9.57472036e-02 3.24253454e-01 2.37794183e-01 2.05702154e-01
-1.64112219e-01 -5.08594658e-02]
[ 2.28087245e-02 2.69097169e-02 1.30304140e-01 1.31655752e-01
-9.11261665e-02 9.76211703e-02 -2.23926906e-01 -3.96767140e-02
2.27409523e-01 1.09717720e-01]
[ 1.04048630e-01 7.21917788e-02 -5.12488464e-02 -1.10106530e-01
-9.29375073e-02 -3.27683118e-01 1.11594456e-01 8.46469357e-03
1.36537945e-01 8.40091571e-02]
[ -9.68050493e-02 2.37364369e-02 -1.47995009e-02 2.44139548e-02
4.34484345e-03 -2.03184424e-01 -9.63834696e-02 -1.94996696e-02
1.53866642e-02 1.31239285e-01]
[ -1.29317140e-01 -1.52084049e-02 -1.90434441e-01 1.64753875e-02
-3.11218758e-01 -1.15409071e-02 -6.11462485e-02 -2.24385655e-02
1.90479723e-02 8.58486937e-02]
[ -4.01071281e-03 1.29100734e-02 -6.20449336e-02 -9.15788248e-02
4.16415241e-01 2.63426141e-01 4.54255756e-01 1.14719207e-01
-1.53619953e-01 -3.32088891e-01]
[ 1.68290395e-02 -2.55023428e-01 -1.34953036e-02 -2.68746551e-02
5.17612260e-01 8.49231333e-02 3.92696359e-01 9.34512655e-02
6.39982521e-02 -3.27655986e-01]
[ 3.69012019e-02 -3.23579271e-01 -3.05635433e-02 -7.19939178e-02
5.64989230e-01 1.12486412e-02 3.76934458e-01 5.01193077e-02
-3.34190818e-01 -1.76789843e-01]
[ -1.27546610e-01 -4.53560159e-01 1.01771357e-02 -1.46946587e-01
5.93811412e-01 -1.09348659e-01 4.77879420e-01 -7.99035478e-02
-2.45284128e-02 1.34364499e-01]
[ -2.54545663e-01 -2.73621201e-01 7.05396386e-02 -5.04900822e-03
7.93336498e-01 1.27783353e-01 2.94144916e-01 4.97521188e-02
-5.60670260e-02 -9.11414514e-02]
[ -1.43697953e-01 -1.23929918e-01 2.77173909e-01 -1.64795885e-01
4.20522815e-01 -7.10084734e-02 5.03664191e-01 1.68513243e-02
-1.94911868e-01 5.01243558e-02]
[ -8.86361815e-02 -1.04681791e-01 -1.61853421e-01 -4.64905738e-02
3.18847420e-01 -2.48383427e-01 5.58835938e-02 1.71868434e-01
3.20860499e-02 -6.26440096e-02]
[ 1.19816585e-01 2.46441728e-01 1.67515302e-01 -8.04028672e-02
-1.08543713e-01 4.66765542e-02 -1.58717104e-01 2.84734533e-01
8.16876014e-02 1.82412974e-01]
[ 3.31491642e-01 2.64120939e-01 -9.19418335e-02 2.94320385e-01
-8.62879644e-01 -2.80056626e-01 -4.20574955e-01 1.77237628e-01
3.61634260e-01 -6.79088248e-02]
[ 5.71503159e-02 1.71095343e-01 2.57192271e-01 2.65861875e-01
-1.02227398e-01 -1.99884725e-01 -2.03385967e-01 -1.31948923e-01
-1.28443230e-01 -2.70909861e-01]
[ 3.61986133e-02 -1.73619584e-02 -1.11856989e-01 -3.55449804e-02
1.98480015e-01 3.59062818e-02 -4.17287158e-02 -1.83301813e-01
4.92165642e-02 2.27388954e-01]
[ -1.25562731e-02 -8.70137993e-02 -7.24411610e-02 -6.99857694e-02
4.90483829e-02 -1.67730073e-01 1.25502592e-01 9.64164392e-03
2.31753651e-02 -1.00226299e-02]
[ 1.51456189e-02 2.75557532e-02 2.39004727e-01 5.47646472e-02
-1.65327328e-01 -1.26260294e-01 1.57326323e-01 3.94494839e-02
-2.01314423e-01 9.23768016e-02]
[ 4.73288317e-02 -3.42206911e-02 9.70254311e-02 -2.72698309e-02
-1.28610045e-01 8.27000986e-02 1.36621605e-01 -2.71797020e-01
-4.38228140e-02 -1.22510129e-01]
[ -3.30357492e-02 2.70831078e-02 7.47440566e-02 -6.07815311e-02
6.51574575e-02 1.92929075e-01 1.61088699e-01 1.17463412e-01
-4.47207795e-02 1.46833535e-01]
[ 2.15608586e-01 4.39274172e-02 2.66168126e-02 7.44844105e-02
7.96381166e-02 -1.88190792e-02 -1.38459195e-01 1.47980317e-01
-5.95811379e-02 -2.39902949e-02]
[ 9.14214854e-03 -1.04260602e-01 1.27861562e-03 -6.82277792e-03
-2.59285702e-01 -1.06168463e-01 -1.16578198e-01 3.95552493e-02
8.42500624e-02 1.49990566e-01]
[ -2.87798847e-02 4.24757946e-01 8.56164862e-02 3.12089537e-01
-7.98519661e-01 -2.74281004e-01 -5.05951771e-01 -7.66828036e-02
2.03995108e-01 2.40273892e-01]
[ 1.27178282e-01 4.30060154e-01 3.55237835e-02 3.40010467e-01
-6.04645766e-01 -5.55825355e-02 -3.39693132e-01 1.47955612e-01
1.37603071e-01 4.23323085e-01]
[ 2.43444534e-01 2.55232182e-01 2.36505451e-01 1.14501259e-01
-3.09451826e-01 9.16930258e-02 -1.59544285e-01 1.61883006e-01
2.14661111e-01 4.91091850e-02]
[ -8.23168995e-02 1.91688640e-01 2.37273227e-01 1.56295622e-03
8.05774204e-03 1.36273052e-01 -6.96418689e-02 -1.54898760e-02
-4.49206429e-02 3.75018566e-02]
[ -1.00004571e-01 -1.45681434e-02 2.37472459e-02 8.71973233e-02
-3.39877102e-02 1.18615332e-01 2.66433298e-01 2.02827200e-02
-2.79575252e-01 -9.84898702e-02]
[ -2.08546017e-01 1.13380599e-02 -8.79027965e-02 -3.29353189e-01
1.32890515e-01 1.14904742e-01 6.96293497e-02 1.04241306e-01
-1.96409203e-01 4.75001089e-02]
[ 3.88567185e-02 -2.87650456e-01 -1.13288539e-01 -1.21322661e-01
2.44605137e-01 1.23630008e-02 8.71124409e-02 1.54372882e-01
-1.33301783e-01 -1.76834293e-01]
[ 1.55195866e-01 -1.21223054e-01 -1.34882509e-01 5.35954497e-03
1.24504830e-01 -6.46450447e-02 -4.49070294e-02 -1.47795266e-01
1.38605950e-01 -9.18909549e-02]
[ -1.19638188e-01 1.69972266e-01 2.56992941e-01 -2.64686250e-02
1.68574439e-01 9.05124117e-02 -2.73465760e-02 -2.98619846e-01
-1.26139875e-01 -5.93762059e-02]
[ -3.54331030e-01 1.04335967e-01 8.72204261e-03 -3.36671850e-02
1.35485350e-01 -1.67001988e-01 -4.85362441e-02 2.35238344e-01
-9.89785010e-02 7.88240075e-02]
[ 1.45322637e-01 1.13762965e-01 -2.42057840e-01 -1.01868877e-01
1.21367716e-01 -2.87870095e-01 8.24803147e-03 -1.67955746e-01
-1.10164700e-02 -1.94625686e-01]
[ 2.04424982e-01 -1.48807965e-01 5.75623220e-02 -3.30101731e-02
6.66914145e-02 -2.65997972e-02 -6.44719459e-03 -1.36968074e-01
1.02504423e-01 -1.87771420e-01]
[ -1.05404368e-01 -1.94864796e-02 1.19782903e-01 1.08050229e-01
1.39191777e-02 -1.10452886e-01 2.33516435e-01 -7.68236528e-02
1.83877464e-01 -3.63510478e-03]
[ 3.07016749e-02 -8.87964437e-02 2.20229645e-01 -2.05603582e-01
3.07832796e-02 1.01376536e-01 -3.17696055e-02 -1.12307770e-01
4.58207321e-02 2.70741462e-01]]
[[ 0.46139426]
[ 1.2221388 ]
[ 0.22408898]
[ 0.66655915]
[-2.17303621]
[-0.24986648]
[-1.36093325]
[ 0.01096586]
[ 0.51621426]
[ 0.71511745]]
Progress: 13.6% ... Training loss: 0.349 ... Validation loss: 0.573[[ 1.56937323e-01 2.58655013e-01 -1.15627910e-01 1.02658001e-01
-5.51699157e-01 -6.73040407e-02 -9.12345348e-02 1.24775817e-01
-8.74054150e-02 2.02182937e-01]
[ 1.63263546e-02 1.74678767e-01 -1.94609781e-02 4.03660520e-02
9.47171312e-02 -6.06354558e-03 2.94980059e-01 4.13392581e-02
1.39254967e-01 -2.72137241e-02]
[ 2.02894865e-01 4.19848689e-01 3.56280158e-02 1.30981117e-01
1.91083237e-02 -6.83166208e-02 -5.30317062e-01 -3.25752652e-02
1.16340762e-01 3.72940084e-01]
[ -3.62559675e-02 -3.35381283e-01 -2.47887847e-01 -3.67076270e-03
6.52856687e-02 1.74439838e-01 1.69080122e-01 5.56613754e-02
3.19861525e-03 5.91731331e-02]
[ 9.83506946e-05 2.04802863e-01 -1.46634474e-01 4.60573397e-02
1.01734034e-01 -1.80410701e-01 4.75894829e-03 -1.20094468e-01
-1.90095406e-01 4.03068748e-02]
[ -3.45987837e-01 -2.85028530e-01 -2.85946653e-01 1.46814059e-01
1.41318788e-01 4.97680822e-02 -7.87959391e-03 -3.49314009e-02
-6.49908970e-03 3.47783584e-02]
[ -8.75202569e-03 -1.52474985e-01 7.26554104e-03 9.05204253e-02
-4.00165965e-02 -6.93080606e-02 1.78367623e-01 -1.89027608e-01
1.77178227e-01 3.32264048e-02]
[ 1.16362480e-01 -1.92148277e-01 3.35190675e-02 -6.44026750e-02
1.51610113e-01 -4.49852658e-02 3.12437728e-02 1.23252794e-01
7.05656176e-02 -1.11819250e-02]
[ -1.50718108e-01 -1.48327460e-02 -2.97598420e-01 5.93001407e-03
-1.09444158e-01 6.06583981e-02 -2.83034180e-01 -2.66378760e-02
2.79662619e-01 -9.14728047e-02]
[ 5.66193294e-02 -2.15360550e-01 8.55007011e-02 1.85418550e-02
1.73103445e-01 -1.01738375e-01 2.95813610e-02 -9.77585937e-02
-1.08445407e-02 1.37144721e-01]
[ -7.54791781e-02 1.15557373e-01 -3.80628751e-04 -1.55941488e-01
1.55230558e-02 2.49792585e-02 6.37824110e-02 -1.01626266e-01
-2.09509984e-02 -1.21550574e-01]
[ -7.77128822e-02 4.89248618e-02 -5.58444211e-02 3.13929102e-02
2.25552247e-01 8.64285664e-02 -8.41348282e-02 -1.40958758e-02
-1.35532439e-01 -1.60365538e-01]
[ -1.55679437e-01 7.00919628e-03 6.25877936e-02 2.36349664e-02
-1.76939229e-01 -2.20429302e-01 -1.81610044e-01 -1.96915431e-01
8.86559710e-02 1.76257777e-01]
[ -2.09685727e-01 -1.22017914e-01 1.22194482e-01 2.76704906e-01
-1.47391847e-01 -8.55243287e-02 -1.41991175e-01 -2.54772870e-01
-2.02695117e-01 1.57484798e-02]
[ 1.17406200e-01 -3.84151715e-02 -1.79543093e-02 1.15900565e-01
-1.67081621e-02 -8.24656167e-02 1.00667920e-01 4.40863989e-03
2.99977907e-02 2.25830109e-02]
[ 3.35109701e-02 -3.67781948e-02 -2.12834407e-01 1.41614219e-01
-4.68625623e-02 9.07375667e-02 -8.72904934e-02 -2.00564853e-02
-1.00058938e-01 -8.05481445e-03]
[ -1.31971295e-01 -6.78744940e-02 -2.08767077e-01 1.42101763e-01
9.44265414e-03 1.39875741e-01 2.80762191e-02 -2.50446918e-01
5.57868036e-02 -2.15212604e-01]
[ -7.14526434e-02 -3.31204046e-02 2.75826154e-01 9.76511569e-02
1.20053064e-01 -6.17109694e-02 -1.31212822e-01 1.21062956e-01
6.78276437e-02 3.25785681e-02]
[ 4.03861057e-02 -3.32211694e-02 8.16142813e-02 7.29335610e-02
1.34553550e-01 -1.32609476e-02 2.82642642e-01 1.20305095e-01
-5.00088016e-02 -8.00366827e-02]
[ -2.53690208e-03 -1.71329273e-01 -2.94844658e-01 -6.17398240e-02
2.75928178e-01 -8.55981222e-02 1.96632385e-01 1.64341761e-01
9.63594283e-02 -4.29248664e-02]
[ 5.54002078e-02 2.67146618e-02 -1.17263352e-01 4.71869783e-02
-1.01642839e-01 3.23569813e-01 2.34257545e-01 2.05732651e-01
-1.62660115e-01 -4.90282915e-02]
[ 2.20670650e-02 2.51848778e-02 1.29952012e-01 1.30596184e-01
-8.77584907e-02 9.80147892e-02 -2.21720850e-01 -3.96943201e-02
2.26589064e-01 1.08586389e-01]
[ 1.04062450e-01 7.22196782e-02 -5.12416328e-02 -1.10091140e-01
-9.29494831e-02 -3.27687786e-01 1.11617676e-01 8.46482043e-03
1.36514937e-01 8.40178609e-02]
[ -9.67044181e-02 2.39966673e-02 -1.47440827e-02 2.45581405e-02
3.87056184e-03 -2.03236667e-01 -9.66941344e-02 -1.94977688e-02
1.54908267e-02 1.31380803e-01]
[ -1.29630822e-01 -1.60333704e-02 -1.90592311e-01 1.60206154e-02
-3.09886745e-01 -1.13684716e-02 -6.02004598e-02 -2.24462162e-02
1.86874169e-02 8.53412883e-02]
[ -4.47349250e-03 1.16915843e-02 -6.22560074e-02 -9.22168455e-02
4.18517947e-01 2.63661456e-01 4.55656100e-01 1.14708620e-01
-1.54118930e-01 -3.32787068e-01]
[ 1.64524340e-02 -2.56049313e-01 -1.36918763e-02 -2.74639413e-02
5.19380256e-01 8.51446643e-02 3.93927168e-01 9.34415950e-02
6.35484500e-02 -3.28291093e-01]
[ 3.67210129e-02 -3.24042309e-01 -3.06487557e-02 -7.22435973e-02
5.65783880e-01 1.13405026e-02 3.77399275e-01 5.01153830e-02
-3.34387026e-01 -1.77068966e-01]
[ -1.28001970e-01 -4.54649232e-01 9.94919641e-03 -1.47622532e-01
5.95908733e-01 -1.09095856e-01 4.79179174e-01 -7.99144879e-02
-2.50432169e-02 1.33688602e-01]
[ -2.54670564e-01 -2.73889103e-01 7.04839033e-02 -5.22559510e-03
7.93794408e-01 1.27850196e-01 2.94525758e-01 4.97491721e-02
-5.62022194e-02 -9.13372792e-02]
[ -1.44019397e-01 -1.24705870e-01 2.77013073e-01 -1.65276253e-01
4.22092605e-01 -7.08321144e-02 5.04605890e-01 1.68434645e-02
-1.95256937e-01 4.96114086e-02]
[ -8.86928491e-02 -1.04831038e-01 -1.61876557e-01 -4.65880133e-02
3.19198843e-01 -2.48348574e-01 5.60482327e-02 1.71866787e-01
3.20151026e-02 -6.27384445e-02]
[ 1.19866294e-01 2.46603406e-01 1.67538966e-01 -8.03112559e-02
-1.08726335e-01 4.66531654e-02 -1.58805190e-01 2.84735428e-01
8.17488562e-02 1.82432560e-01]
[ 3.32663666e-01 2.67380231e-01 -9.13268363e-02 2.96039860e-01
-8.67543483e-01 -2.80742873e-01 -4.24400791e-01 1.77268138e-01
3.62966893e-01 -6.59136006e-02]
[ 5.68469880e-02 1.70299705e-01 2.57037945e-01 2.65430326e-01
-1.00760981e-01 -1.99719040e-01 -2.02521176e-01 -1.31956228e-01
-1.28792450e-01 -2.71386711e-01]
[ 3.61604119e-02 -1.74993298e-02 -1.11862925e-01 -3.55766412e-02
1.98559914e-01 3.59195286e-02 -4.16256745e-02 -1.83302019e-01
4.91932154e-02 2.27354000e-01]
[ -1.28415705e-02 -8.77510481e-02 -7.25884249e-02 -7.04393415e-02
5.05265125e-02 -1.67583616e-01 1.26330250e-01 9.63438655e-03
2.28227903e-02 -1.04705543e-02]
[ 1.50836827e-02 2.74011836e-02 2.38973809e-01 5.46800573e-02
-1.65040583e-01 -1.26231177e-01 1.57509372e-01 3.94481024e-02
-2.01382833e-01 9.22886116e-02]
[ 4.80196786e-02 -3.23624538e-02 9.73501145e-02 -2.62691996e-02
-1.31859799e-01 8.23235780e-02 1.34666906e-01 -2.71781269e-01
-4.30786907e-02 -1.21547875e-01]
[ -3.34081643e-02 2.63006096e-02 7.45616930e-02 -6.13086755e-02
6.69467410e-02 1.93114463e-01 1.62112918e-01 1.17454670e-01
-4.51372300e-02 1.46277135e-01]
[ 2.15502875e-01 4.35983584e-02 2.65559301e-02 7.43041977e-02
8.01586893e-02 -1.87626297e-02 -1.38171291e-01 1.47977388e-01
-5.97191745e-02 -2.41922364e-02]
[ 1.03894231e-02 -1.01329790e-01 1.86517404e-03 -5.02829104e-03
-2.65020946e-01 -1.06846526e-01 -1.20092792e-01 3.95856005e-02
8.56297153e-02 1.51787256e-01]
[ -2.84277248e-02 4.25160424e-01 8.57681499e-02 3.12461833e-01
-7.99671753e-01 -2.74383650e-01 -5.06456603e-01 -7.66746475e-02
2.04321691e-01 2.40473558e-01]
[ 1.27355128e-01 4.30611919e-01 3.56314758e-02 3.40311456e-01
-6.05872091e-01 -5.57060917e-02 -3.40138852e-01 1.47960466e-01
1.37838167e-01 4.23472379e-01]
[ 2.43816567e-01 2.56334216e-01 2.36745960e-01 1.15167552e-01
-3.11538389e-01 9.14492326e-02 -1.60843726e-01 1.61893853e-01
2.15138466e-01 4.98243311e-02]
[ -8.20147263e-02 1.92618994e-01 2.37450562e-01 2.07059126e-03
6.37522034e-03 1.36082131e-01 -7.05636226e-02 -1.54812488e-02
-4.45156782e-02 3.79906955e-02]
[ -9.99408897e-02 -1.43916847e-02 2.37705292e-02 8.73156590e-02
-3.43284632e-02 1.18561882e-01 2.66381027e-01 2.02850720e-02
-2.79501826e-01 -9.83929789e-02]
[ -2.08631959e-01 1.10903354e-02 -8.79445243e-02 -3.29486867e-01
1.33364366e-01 1.14940144e-01 6.99347069e-02 1.04239230e-01
-1.96495582e-01 4.73550609e-02]
[ 3.88782893e-02 -2.87643071e-01 -1.13263703e-01 -1.21246138e-01
2.44364760e-01 1.23370980e-02 8.70139678e-02 1.54374093e-01
-1.33242505e-01 -1.76767760e-01]
[ 1.54589616e-01 -1.22863514e-01 -1.35237374e-01 4.45084527e-03
1.27520753e-01 -6.42991425e-02 -4.29638526e-02 -1.47810816e-01
1.37863105e-01 -9.29673505e-02]
[ -1.19521925e-01 1.70280033e-01 2.57050105e-01 -2.63041086e-02
1.68093244e-01 9.04416645e-02 -2.75547301e-02 -2.98616285e-01
-1.26032504e-01 -5.92063137e-02]
[ -3.54086988e-01 1.04909902e-01 8.86414375e-03 -3.33070230e-02
1.34408370e-01 -1.67141465e-01 -4.89051318e-02 2.35244529e-01
-9.86952776e-02 7.89536564e-02]
[ 1.44988308e-01 1.13140183e-01 -2.42172190e-01 -1.02204473e-01
1.22488659e-01 -2.87773227e-01 9.04499448e-03 -1.67960579e-01
-1.12734015e-02 -1.95027059e-01]
[ 2.05291307e-01 -1.46143302e-01 5.80559948e-02 -3.16096213e-02
6.25711971e-02 -2.71598686e-02 -9.36142829e-03 -1.36943720e-01
1.03511525e-01 -1.86291669e-01]
[ -1.04436802e-01 -1.74601834e-02 1.20277524e-01 1.09331682e-01
1.01089988e-02 -1.10948277e-01 2.30920246e-01 -7.67997160e-02
1.84960397e-01 -2.32447120e-03]
[ 3.06656009e-02 -8.88990666e-02 2.20202600e-01 -2.05667426e-01
3.08115839e-02 1.01406274e-01 -3.16490646e-02 -1.12309342e-01
4.57888266e-02 2.70576606e-01]]
[[ 0.47213064]
[ 1.23032654]
[ 0.23120715]
[ 0.67461486]
[-2.17171539]
[-0.24365469]
[-1.35823614]
[ 0.01975045]
[ 0.526082 ]
[ 0.7260931 ]]
Progress: 13.7% ... Training loss: 0.349 ... Validation loss: 0.570[[ 1.55795831e-01 2.55178344e-01 -1.16213292e-01 1.00967424e-01
-5.44123530e-01 -6.66942285e-02 -8.77368046e-02 1.24728734e-01
-8.86924377e-02 2.00468930e-01]
[ 1.59433924e-02 1.73648958e-01 -1.96532906e-02 3.98266692e-02
9.63474389e-02 -5.86455233e-03 2.96132539e-01 4.13231004e-02
1.38836819e-01 -2.78260488e-02]
[ 2.02141389e-01 4.18867645e-01 3.53120620e-02 1.29633358e-01
2.21011973e-02 -6.78248406e-02 -5.27987793e-01 -3.26058627e-02
1.15518382e-01 3.71950163e-01]
[ -3.37839740e-02 -3.28927637e-01 -2.46627939e-01 1.93061531e-04
5.30212905e-02 1.73059677e-01 1.60737089e-01 5.57690056e-02
6.13066000e-03 6.34820504e-02]
[ -1.19236974e-04 2.05611014e-01 -1.46704444e-01 4.59588684e-02
1.01652492e-01 -1.80409057e-01 4.95513952e-03 -1.20093301e-01
-1.90272206e-01 4.00228896e-02]
[ -3.45695100e-01 -2.85282325e-01 -2.85838286e-01 1.47250479e-01
1.40861690e-01 4.96111785e-02 -7.80758876e-03 -3.49180728e-02
-6.14908003e-03 3.50596930e-02]
[ -9.69708085e-03 -1.54692632e-01 6.79411198e-03 8.91601137e-02
-3.57627317e-02 -6.88257357e-02 1.81020244e-01 -1.89063723e-01
1.76118290e-01 3.16773046e-02]
[ 1.15252204e-01 -1.95013435e-01 3.29852486e-02 -6.59994518e-02
1.56262640e-01 -4.44082327e-02 3.44027217e-02 1.23207588e-01
6.93765908e-02 -1.27824219e-02]
[ -1.51209749e-01 -1.61955958e-02 -2.97814287e-01 5.25346726e-03
-1.06358684e-01 6.09054859e-02 -2.81409304e-01 -2.66569791e-02
2.79092811e-01 -9.22288697e-02]
[ 5.60846204e-02 -2.17718020e-01 8.51721795e-02 1.76286262e-02
1.76001853e-01 -1.01437128e-01 3.19426077e-02 -9.77825527e-02
-1.15021139e-02 1.36035706e-01]
[ -7.61865393e-02 1.13751549e-01 -6.77707532e-04 -1.56796644e-01
1.95362159e-02 2.53206618e-02 6.60336176e-02 -1.01646809e-01
-2.16463933e-02 -1.22508351e-01]
[ -7.87250480e-02 4.63887060e-02 -5.63315689e-02 2.99640789e-02
2.30175447e-01 8.69354585e-02 -8.12388302e-02 -1.41384694e-02
-1.36648233e-01 -1.61923073e-01]
[ -1.55679437e-01 7.00919628e-03 6.25877936e-02 2.36349664e-02
-1.76939229e-01 -2.20429302e-01 -1.81610044e-01 -1.96915431e-01
8.86559710e-02 1.76257777e-01]
[ -2.09412003e-01 -1.21615402e-01 1.22305661e-01 2.77099171e-01
-1.48109469e-01 -8.56649069e-02 -1.42670642e-01 -2.54761395e-01
-2.02420682e-01 1.60796685e-02]
[ 1.17144645e-01 -3.93247489e-02 -1.80781508e-02 1.15580167e-01
-1.54779296e-02 -8.23636911e-02 1.01668770e-01 4.39838963e-03
2.97419406e-02 2.21657889e-02]
[ 3.41170368e-02 -3.56598212e-02 -2.12551646e-01 1.42429053e-01
-4.89868824e-02 9.04580598e-02 -8.85774619e-02 -2.00308369e-02
-9.93809373e-02 -7.22779835e-03]
[ -1.32769472e-01 -6.95625029e-02 -2.09148702e-01 1.40965840e-01
1.30597955e-02 1.40258712e-01 3.02416826e-02 -2.50477727e-01
5.48943822e-02 -2.16466174e-01]
[ -7.15516537e-02 -3.32648129e-02 2.75765856e-01 9.75231272e-02
1.20285463e-01 -6.16585171e-02 -1.30924212e-01 1.21059975e-01
6.77433295e-02 3.24350699e-02]
[ 4.01947816e-02 -3.39191907e-02 8.15170333e-02 7.26281712e-02
1.35341829e-01 -1.31404373e-02 2.83307036e-01 1.20296760e-01
-5.02374162e-02 -8.03394896e-02]
[ -3.40477337e-03 -1.73471826e-01 -2.95267982e-01 -6.29944201e-02
2.79369242e-01 -8.51500399e-02 1.99114619e-01 1.64306045e-01
9.54047395e-02 -4.42259241e-02]
[ 5.55573493e-02 2.70917920e-02 -1.17181300e-01 4.74674045e-02
-1.02231867e-01 3.23478784e-01 2.33739172e-01 2.05741307e-01
-1.62444975e-01 -4.86986352e-02]
[ 2.18027485e-02 2.44496365e-02 1.29822833e-01 1.30166848e-01
-8.64388705e-02 9.81519534e-02 -2.20785345e-01 -3.97070025e-02
2.26281252e-01 1.08105583e-01]
[ 1.04080876e-01 7.21251649e-02 -5.12192152e-02 -1.10052828e-01
-9.21624514e-02 -3.27686450e-01 1.11679363e-01 8.46632226e-03
1.36504655e-01 8.40478915e-02]
[ -9.68560704e-02 2.36219308e-02 -1.48153651e-02 2.43547573e-02
4.52939021e-03 -2.03166661e-01 -9.62960071e-02 -1.95034530e-02
1.53315164e-02 1.31159460e-01]
[ -1.30306509e-01 -1.78437761e-02 -1.90916669e-01 1.50726174e-02
-3.06995603e-01 -1.10222630e-02 -5.82040714e-02 -2.24741364e-02
1.79443726e-02 8.43193735e-02]
[ -4.76885620e-03 1.09445682e-02 -6.24017366e-02 -9.26334564e-02
4.19826180e-01 2.63811025e-01 4.56480608e-01 1.14696489e-01
-1.54453700e-01 -3.33241915e-01]
[ 1.61732100e-02 -2.56767873e-01 -1.38248142e-02 -2.78544826e-02
5.20374515e-01 8.52847265e-02 3.94761923e-01 9.34300131e-02
6.32425192e-02 -3.28733648e-01]
[ 3.67001648e-02 -3.24308224e-01 -3.06491055e-02 -7.22529160e-02
5.65918224e-01 1.13367027e-02 3.77674361e-01 5.01147856e-02
-3.34403613e-01 -1.77123449e-01]
[ -1.28509739e-01 -4.55791778e-01 9.69960861e-03 -1.48349875e-01
5.98207835e-01 -1.08834495e-01 4.80451969e-01 -7.99357052e-02
-2.56019183e-02 1.32940799e-01]
[ -2.55070106e-01 -2.74895036e-01 7.02836456e-02 -5.81255251e-03
7.95305008e-01 1.28060002e-01 2.95681814e-01 4.97322280e-02
-5.66462636e-02 -9.19677316e-02]
[ -1.44492754e-01 -1.25848588e-01 2.76785185e-01 -1.65937947e-01
4.24177954e-01 -7.05986590e-02 5.05786863e-01 1.68245285e-02
-1.95768335e-01 4.89008147e-02]
[ -8.87280036e-02 -1.05007481e-01 -1.61896557e-01 -4.66496854e-02
3.19411322e-01 -2.48325917e-01 5.62305667e-02 1.71865253e-01
3.19685793e-02 -6.28049225e-02]
[ 1.20690235e-01 2.48617911e-01 1.67918650e-01 -7.91345442e-02
-1.12416854e-01 4.62250908e-02 -1.61114896e-01 2.84769780e-01
8.26424613e-02 1.83677252e-01]
[ 3.33137625e-01 2.68192607e-01 -9.11035780e-02 2.96802874e-01
-8.69287287e-01 -2.81010939e-01 -4.25855356e-01 1.77290675e-01
3.63581715e-01 -6.50940484e-02]
[ 5.65898211e-02 1.69665831e-01 2.56917334e-01 2.65069403e-01
-9.95882179e-02 -1.99591597e-01 -2.01808430e-01 -1.31966573e-01
-1.29072230e-01 -2.71766514e-01]
[ 3.61350597e-02 -1.75584637e-02 -1.11873457e-01 -3.56134608e-02
1.98708871e-01 3.59324390e-02 -4.15549289e-02 -1.83303382e-01
4.91656367e-02 2.27328133e-01]
[ -1.30197691e-02 -8.82245057e-02 -7.26777081e-02 -7.07026012e-02
5.13138323e-02 -1.67492406e-01 1.26818271e-01 9.62676565e-03
2.26239490e-02 -1.07407023e-02]
[ 1.47930511e-02 2.66922554e-02 2.38803887e-01 5.42379015e-02
-1.63498220e-01 -1.26093508e-01 1.58386894e-01 3.94347568e-02
-2.01738104e-01 9.18062390e-02]
[ 4.78439623e-02 -3.28305791e-02 9.72595213e-02 -2.65658965e-02
-1.30983989e-01 8.24279500e-02 1.35155010e-01 -2.71790332e-01
-4.32830384e-02 -1.21837309e-01]
[ -3.39282797e-02 2.52136834e-02 7.43227176e-02 -6.20436315e-02
6.92958700e-02 1.93350925e-01 1.63498160e-01 1.17431980e-01
-4.57066311e-02 1.45568970e-01]
[ 2.15420134e-01 4.34535593e-02 2.65195115e-02 7.41838086e-02
8.04620500e-02 -1.87235347e-02 -1.37829724e-01 1.47974610e-01
-5.98423660e-02 -2.43505824e-02]
[ 1.01612809e-02 -1.02044065e-01 1.75576154e-03 -5.38118528e-03
-2.63671558e-01 -1.06728511e-01 -1.19342629e-01 3.95745371e-02
8.53404337e-02 1.51390526e-01]
[ -2.69881381e-02 4.28223184e-01 8.64849876e-02 3.14477084e-01
-8.05061543e-01 -2.75049881e-01 -5.09707831e-01 -7.66125862e-02
2.05933884e-01 2.42572548e-01]
[ 1.26773230e-01 4.28931898e-01 3.53281037e-02 3.39440390e-01
-6.03172308e-01 -5.53714804e-02 -3.38239183e-01 1.47935422e-01
1.37155879e-01 4.22424908e-01]
[ 2.43976682e-01 2.56779363e-01 2.36832801e-01 1.15416285e-01
-3.12359743e-01 9.13580303e-02 -1.61321808e-01 1.61901569e-01
2.15338136e-01 5.00844410e-02]
[ -8.20263804e-02 1.92613327e-01 2.37450376e-01 2.06779431e-03
6.41511426e-03 1.36085737e-01 -7.05865690e-02 -1.54812825e-02
-4.45045850e-02 3.79965537e-02]
[ -1.00174662e-01 -1.47626153e-02 2.36619946e-02 8.70387198e-02
-3.34283889e-02 1.18669717e-01 2.67092522e-01 2.02793469e-02
-2.79729319e-01 -9.87348264e-02]
[ -2.08949544e-01 1.02830408e-02 -8.80918426e-02 -3.29933346e-01
1.34802809e-01 1.15101285e-01 7.08196674e-02 1.04226499e-01
-1.96852678e-01 4.68687777e-02]
[ 3.86406851e-02 -2.88324747e-01 -1.13381164e-01 -1.21587550e-01
2.45393344e-01 1.24527309e-02 8.77022035e-02 1.54365077e-01
-1.33510123e-01 -1.77127611e-01]
[ 1.54012728e-01 -1.24300325e-01 -1.35534790e-01 3.65032968e-03
1.30275608e-01 -6.40137298e-02 -4.13112324e-02 -1.47835382e-01
1.37202067e-01 -9.38947412e-02]
[ -1.21084678e-01 1.66480067e-01 2.56279143e-01 -2.85036790e-02
1.74735603e-01 9.12465062e-02 -2.30722911e-02 -2.98678206e-01
-1.27748136e-01 -6.16267604e-02]
[ -3.54507775e-01 1.03508446e-01 8.66254284e-03 -3.38986379e-02
1.36854407e-01 -1.66933145e-01 -4.74489258e-02 2.35229773e-01
-9.91446460e-02 7.83342770e-02]
[ 1.45699702e-01 1.14367137e-01 -2.41832285e-01 -1.01210110e-01
1.20207577e-01 -2.88140548e-01 7.48574926e-03 -1.67927948e-01
-1.04037579e-02 -1.93938056e-01]
[ 2.05276927e-01 -1.46263498e-01 5.80675620e-02 -3.16538073e-02
6.24309225e-02 -2.71326978e-02 -9.27287108e-03 -1.36943494e-01
1.03498226e-01 -1.86336642e-01]
[ -1.04987487e-01 -1.91573654e-02 1.20023654e-01 1.08558055e-01
1.29917956e-02 -1.10686932e-01 2.32667344e-01 -7.68245663e-02
1.84347798e-01 -3.18807355e-03]
[ 3.08254628e-02 -8.83698589e-02 2.20262229e-01 -2.05449491e-01
3.00416609e-02 1.01336047e-01 -3.20082879e-02 -1.12303201e-01
4.59023586e-02 2.70739068e-01]]
[[ 0.46385879]
[ 1.22099262]
[ 0.22023886]
[ 0.66590114]
[-2.18598211]
[-0.2529674 ]
[-1.37033807]
[ 0.01156361]
[ 0.51749541]
[ 0.71729941]]
Progress: 13.7% ... Training loss: 0.348 ... Validation loss: 0.572[[ 0.15664684 0.25631841 -0.11570941 0.10217742 -0.54785174 -0.06705732
-0.08989369 0.12475398 -0.08740878 0.20144707]
[ 0.01571028 0.17304437 -0.01975682 0.03948816 0.09743017 -0.00573988
0.29681437 0.04131723 0.13858436 -0.02814642]
[ 0.20151877 0.41754889 0.03504542 0.12829019 0.02556626 -0.06727174
-0.52671582 -0.03262321 0.11484884 0.37058153]
[-0.03535596 -0.33241178 -0.24745144 -0.00182729 0.06018357 0.17377668
0.165552 0.05572809 0.00420972 0.06139963]
[ 0.00097311 0.20716381 -0.14607178 0.04719965 0.09619155 -0.18065353
0.00256657 -0.12006251 -0.18887921 0.04106589]
[-0.3449917 -0.28452515 -0.28549114 0.14846389 0.13757593 0.04918813
-0.00920057 -0.03489756 -0.00524228 0.03607781]
[-0.00932444 -0.15453867 0.00702833 0.08963705 -0.0374714 -0.06891393
0.1801482 -0.18905162 0.17668117 0.0320933 ]
[ 0.11527661 -0.19524271 0.03307757 -0.06590155 0.15606705 -0.04445977
0.03459009 0.12321093 0.0695352 -0.01290181]
[-0.15236773 -0.01923014 -0.29834023 0.00357823 -0.10140066 0.06150858
-0.2781238 -0.02668575 0.27788209 -0.09400721]
[ 0.05706386 -0.21705476 0.08578351 0.01912064 0.1710014 -0.10192832
0.02980247 -0.09775273 -0.01005542 0.13717474]
[-0.07712977 0.11112841 -0.00108245 -0.15804101 0.0236727 0.02578296
0.06887694 -0.10166689 -0.02255082 -0.12389978]
[-0.07881859 0.0459959 -0.05639042 0.02982944 0.23080742 0.08700466
-0.08073417 -0.01414103 -0.13677291 -0.16213429]
[-0.15567944 0.0070092 0.06258779 0.02363497 -0.17693923 -0.2204293
-0.18161004 -0.19691543 0.08865597 0.17625778]
[-0.20915377 -0.12140185 0.12247102 0.27757354 -0.14933838 -0.0858157
-0.14317821 -0.25475358 -0.20204662 0.01646773]
[ 0.11722526 -0.03935231 -0.01804746 0.11576508 -0.01574406 -0.08244111
0.10166872 0.00440131 0.02984696 0.02223668]
[ 0.03407361 -0.03600592 -0.21258955 0.14241237 -0.04882675 0.09047276
-0.08828694 -0.02003081 -0.09940415 -0.00727911]
[-0.13309839 -0.07042624 -0.20929864 0.14045934 0.01467507 0.14045604
0.03127338 -0.25048478 0.05453659 -0.21695901]
[-0.07126855 -0.03268433 0.27590322 0.09786934 0.11901002 -0.06179577
-0.13167982 0.1210671 0.06807861 0.0326638 ]
[ 0.04095792 -0.03262577 0.08192356 0.07375077 0.13171392 -0.01346692
0.28114494 0.12031709 -0.04926794 -0.07911944]
[-0.00374978 -0.1742841 -0.29545038 -0.06355654 0.28093532 -0.08495224
0.20010878 0.16429644 0.09498349 -0.04483745]
[ 0.05614082 0.02813267 -0.116839 0.04839111 -0.10471476 0.32313853
0.23230173 0.20575845 -0.16167438 -0.0478491 ]
[ 0.02103457 0.02263962 0.12949414 0.12911083 -0.08327015 0.09853691
-0.21854675 -0.03972503 0.22552079 0.10689072]
[ 0.10369978 0.07114029 -0.05138269 -0.11059374 -0.09069183 -0.32749423
0.11276786 0.00845689 0.13611781 0.08346677]
[-0.09707237 0.02297356 -0.01492051 0.02402171 0.00554764 -0.20305245
-0.09571806 -0.01950891 0.01508134 0.13081593]
[-0.13024969 -0.01783185 -0.19088361 0.01514911 -0.30734538 -0.01105097
-0.05835487 -0.02247273 0.01800728 0.08439367]
[-0.00468436 0.01103863 -0.0623719 -0.09249869 0.419493 0.26376572
0.45636442 0.11469892 -0.15435272 -0.33315423]
[ 0.01623952 -0.25667465 -0.0137751 -0.02771651 0.52005451 0.08523759
0.3946802 0.09343199 0.06333527 -0.32865211]
[ 0.03614005 -0.32594105 -0.03092917 -0.07307734 0.56861674 0.01164938
0.37940809 0.05010061 -0.33504353 -0.1779967 ]
[-0.12871094 -0.45619157 0.00960507 -0.14864007 0.59908183 -0.108724
0.4809715 -0.07994059 -0.02581943 0.13265019]
[-0.25511506 -0.27536513 0.07027981 -0.00582595 0.79545162 0.12807524
0.29599592 0.04973189 -0.05664626 -0.09200173]
[-0.14482197 -0.12671267 0.27664691 -0.16637919 0.42561029 -0.07043728
0.50683043 0.01681688 -0.19608725 0.04845036]
[-0.08903617 -0.10591347 -0.16203402 -0.04709175 0.32079452 -0.24816126
0.05724842 0.17185763 0.0316394 -0.06325466]
[ 0.12069023 0.24861791 0.16791865 -0.07913454 -0.11241685 0.04622509
-0.1611149 0.28476978 0.08264246 0.18367725]
[ 0.33309178 0.26806686 -0.09109425 0.29677427 -0.869079 -0.28100424
-0.42569372 0.17729007 0.36356981 -0.06512037]
[ 0.05704564 0.1707304 0.25714309 0.26571145 -0.10176788 -0.19982894
-0.20317362 -0.13195584 -0.12855286 -0.27110567]
[ 0.03661542 -0.01639174 -0.111669 -0.03489523 0.19635991 0.03566217
-0.04290912 -0.18329076 0.04973908 0.22803575]
[-0.01292419 -0.08798606 -0.07262718 -0.07056392 0.05084137 -0.16755374
0.12652493 0.0096292 0.02274142 -0.01062081]
[ 0.01465806 0.02629754 0.23873432 0.05402989 -0.16280617 -0.12601637
0.15881688 0.03943133 -0.20188033 0.09157517]
[ 0.04758394 -0.03344156 0.09710344 -0.0270265 -0.12955223 0.08256666
0.13585059 -0.27179809 -0.04362388 -0.12237849]
[-0.03408642 0.02475936 0.07424158 -0.06231656 0.0701757 0.19345583
0.1639926 0.11742725 -0.04592031 0.1453084 ]
[ 0.21539085 0.04336831 0.02650511 0.0741364 0.08060792 -0.01870604
-0.13773778 0.14797382 -0.05987881 -0.02439458]
[ 0.01034287 -0.10150622 0.00186635 -0.00505466 -0.26473586 -0.10683478
-0.11985122 0.03958039 0.08558955 0.15167367]
[-0.02657482 0.42839965 0.08672044 0.31503559 -0.80697447 -0.27517316
-0.51063609 -0.07660118 0.20646934 0.24311726]
[ 0.12706088 0.42926048 0.03552503 0.33990511 -0.6044354 -0.05553631
-0.338838 0.14794562 0.13759193 0.4226876 ]
[ 0.24446675 0.25807048 0.23708821 0.11620104 -0.31496946 0.09106328
-0.16292495 0.16191554 0.21593229 0.05089083]
[-0.08187069 0.19299884 0.23751875 0.00228503 0.0056586 0.13600614
-0.0710798 -0.01547779 -0.04433368 0.03824047]
[-0.10003984 -0.01445959 0.02373037 0.08724516 -0.03410311 0.11859017
0.26671198 0.02028293 -0.27957123 -0.09851623]
[-0.20916952 0.00981477 -0.08818817 -0.33023628 0.1357787 0.11521097
0.07146467 0.104222 -0.19706909 0.04653993]
[ 0.03802935 -0.28994496 -0.11366648 -0.12247259 0.24822855 0.01278362
0.08948591 0.15435 -0.1341733 -0.17807821]
[ 0.15445964 -0.1235248 -0.13532335 0.0044312 0.12779432 -0.06429267
-0.04246925 -0.14782199 0.13777863 -0.09320704]
[-0.12149447 0.16545925 0.25612348 -0.0290021 0.17670086 0.09142457
-0.0218307 -0.29868606 -0.12810596 -0.06219045]
[-0.35474914 0.10247227 0.00855727 -0.03434506 0.13820233 -0.16675317
-0.04638488 0.23522342 -0.0994288 0.0778455 ]
[ 0.1461725 0.11475449 -0.24155329 -0.1005243 0.1182036 -0.28833441
0.00637327 -0.16791459 -0.00971365 -0.19332069]
[ 0.20548069 -0.14596044 0.05817672 -0.03133925 0.0614761 -0.02724037
-0.00988532 -0.13693798 0.10375959 -0.18604261]
[-0.10492751 -0.01928318 0.12007152 0.10859094 0.01266607 -0.11070038
0.23273088 -0.07682267 0.18445214 -0.00320072]
[ 0.03023562 -0.09000568 0.22002344 -0.20620576 0.0322623 0.10161225
-0.03028666 -0.11231598 0.04532955 0.26974145]]
[[ 0.46670848]
[ 1.22453229]
[ 0.22250695]
[ 0.6699987 ]
[-2.18806876]
[-0.25321423]
[-1.36996503]
[ 0.01240105]
[ 0.51805549]
[ 0.7190508 ]]
Progress: 13.8% ... Training loss: 0.347 ... Validation loss: 0.569[[ 1.56047312e-01 2.55462842e-01 -1.16049540e-01 1.01188758e-01
-5.43896254e-01 -6.67232284e-02 -8.83861475e-02 1.24732969e-01
-8.82123547e-02 2.00508367e-01]
[ 1.56079290e-02 1.72814955e-01 -1.98116444e-02 3.93485238e-02
9.80810692e-02 -5.68504605e-03 2.97066619e-01 4.13142677e-02
1.38477560e-01 -2.82744941e-02]
[ 2.00718365e-01 4.16618621e-01 3.46137680e-02 1.26897386e-01
2.99807941e-02 -6.67969272e-02 -5.24615123e-01 -3.26514371e-02
1.13789729e-01 3.69175317e-01]
[ -3.49322481e-02 -3.32202169e-01 -2.47194596e-01 -1.26668346e-03
5.88866540e-02 1.73684219e-01 1.65329144e-01 5.57402480e-02
4.77815492e-03 6.20445771e-02]
[ 1.51336302e-04 2.05690508e-01 -1.46498774e-01 4.59462932e-02
1.00712208e-01 -1.80260192e-01 4.33499197e-03 -1.20081883e-01
-1.89896464e-01 3.99725581e-02]
[ -3.44669383e-01 -2.83967188e-01 -2.85336442e-01 1.49073277e-01
1.36137732e-01 4.89724990e-02 -1.01201916e-02 -3.48873044e-02
-4.84759666e-03 3.66142575e-02]
[ -9.23517236e-03 -1.54374630e-01 7.06753070e-03 8.97974009e-02
-3.76555448e-02 -6.89642959e-02 1.79784592e-01 -1.89050132e-01
1.76839508e-01 3.22117674e-02]
[ 1.16228493e-01 -1.92395109e-01 3.34870143e-02 -6.46094485e-02
1.52204654e-01 -4.49435340e-02 3.21031872e-02 1.23232143e-01
7.05050260e-02 -1.16202005e-02]
[ -1.53941424e-01 -2.30242494e-02 -2.99095372e-01 1.28093691e-03
-9.41500587e-02 6.23603110e-02 -2.73656908e-01 -2.67285760e-02
2.76176294e-01 -9.64641132e-02]
[ 5.60055746e-02 -2.19353599e-01 8.52363759e-02 1.76715869e-02
1.75894157e-01 -1.01386932e-01 3.29729208e-02 -9.77841046e-02
-1.12439956e-02 1.35408112e-01]
[ -7.59166539e-02 1.14320507e-01 -5.27496753e-04 -1.56321195e-01
1.87952486e-02 2.51272025e-02 6.52518313e-02 -1.01635864e-01
-2.11403420e-02 -1.22103135e-01]
[ -7.91836477e-02 4.48781382e-02 -5.65500318e-02 2.93232274e-02
2.32557978e-01 8.72210061e-02 -7.95827509e-02 -1.41505456e-02
-1.37177783e-01 -1.62684689e-01]
[ -1.55679437e-01 7.00919628e-03 6.25877936e-02 2.36349664e-02
-1.76939229e-01 -2.20429302e-01 -1.81610044e-01 -1.96915431e-01
8.86559710e-02 1.76257777e-01]
[ -2.09438367e-01 -1.22112512e-01 1.22339615e-01 2.77237257e-01
-1.48554943e-01 -8.56790419e-02 -1.42253593e-01 -2.54760657e-01
-2.02349718e-01 1.60134862e-02]
[ 1.17577368e-01 -3.85061263e-02 -1.78696640e-02 1.16336623e-01
-1.69051957e-02 -8.26666158e-02 1.00597948e-01 4.41148825e-03
3.02493819e-02 2.27888180e-02]
[ 3.41501611e-02 -3.59771153e-02 -2.12569438e-01 1.42520162e-01
-4.90464866e-02 9.04478965e-02 -8.85262669e-02 -2.00286562e-02
-9.93107217e-02 -7.13127512e-03]
[ -1.32023487e-01 -6.77332612e-02 -2.08800224e-01 1.42040642e-01
9.71306117e-03 1.39858175e-01 2.82076257e-02 -2.50456845e-01
5.57401466e-02 -2.15267865e-01]
[ -7.16704015e-02 -3.35829652e-02 2.75725168e-01 9.72729739e-02
1.21085547e-01 -6.15616667e-02 -1.30613708e-01 1.21056175e-01
6.76863835e-02 3.19948345e-02]
[ 4.01143037e-02 -3.48315213e-02 8.15030026e-02 7.24755527e-02
1.35945778e-01 -1.29871335e-02 2.83589367e-01 1.20292940e-01
-5.02695404e-02 -8.04854528e-02]
[ -2.29535623e-03 -1.70293370e-01 -2.94722715e-01 -6.13521759e-02
2.74108420e-01 -8.57632568e-02 1.95948852e-01 1.64335887e-01
9.66658873e-02 -4.26706301e-02]
[ 5.58322042e-02 2.73145699e-02 -1.17044927e-01 4.78327360e-02
-1.03004639e-01 3.23342513e-01 2.33436277e-01 2.05747177e-01
-1.62100384e-01 -4.84115895e-02]
[ 2.06935216e-02 2.19015747e-02 1.29321133e-01 1.28603422e-01
-8.16248000e-02 9.87206908e-02 -2.17708472e-01 -3.97345733e-02
2.25142594e-01 1.06386431e-01]
[ 1.03128024e-01 6.97989994e-02 -5.16457482e-02 -1.11406525e-01
-8.80718078e-02 -3.27202751e-01 1.14333951e-01 8.44212682e-03
1.35508863e-01 8.25995519e-02]
[ -9.72828513e-02 2.24140040e-02 -1.50267442e-02 2.37247915e-02
6.34394636e-03 -2.02943484e-01 -9.50901331e-02 -1.95147860e-02
1.48713399e-02 1.30497789e-01]
[ -1.30455924e-01 -1.83430216e-02 -1.90981162e-01 1.48320070e-02
-3.06272366e-01 -1.09284982e-02 -5.77243365e-02 -2.24787125e-02
1.77625641e-02 8.40567211e-02]
[ -4.69947509e-03 1.08136249e-02 -6.23807554e-02 -9.25001459e-02
4.19595116e-01 2.63789185e-01 4.56492528e-01 1.14698587e-01
-1.54355037e-01 -3.33205614e-01]
[ 1.55866439e-02 -2.58404589e-01 -1.40862351e-02 -2.86441350e-02
5.22955163e-01 8.55795747e-02 3.96547825e-01 9.34144752e-02
6.26126181e-02 -3.29664140e-01]
[ 3.52241654e-02 -3.28343924e-01 -3.13773211e-02 -7.44322213e-02
5.72966393e-01 1.21373299e-02 3.82175963e-01 5.00762926e-02
-3.36070698e-01 -1.79444535e-01]
[ -1.29115009e-01 -4.57281266e-01 9.40541463e-03 -1.49249250e-01
6.00966122e-01 -1.08500178e-01 4.82215427e-01 -7.99518600e-02
-2.62937082e-02 1.32091487e-01]
[ -2.54923728e-01 -2.75073909e-01 7.03784104e-02 -5.51580746e-03
7.94589703e-01 1.27973989e-01 2.95526600e-01 4.97376562e-02
-5.64072580e-02 -9.16781023e-02]
[ -1.45317690e-01 -1.27953999e-01 2.76411412e-01 -1.67090753e-01
4.27970173e-01 -7.01697258e-02 5.08199175e-01 1.68035464e-02
-1.96630620e-01 4.76831710e-02]
[ -8.90713805e-02 -1.06056119e-01 -1.62049025e-01 -4.71395695e-02
3.20878524e-01 -2.48144191e-01 5.73903205e-02 1.71856744e-01
3.16068753e-02 -6.33046577e-02]
[ 1.20735557e-01 2.48968226e-01 1.67936630e-01 -7.90729443e-02
-1.12696026e-01 4.62055282e-02 -1.61250735e-01 2.84770722e-01
8.26891490e-02 1.83749890e-01]
[ 3.33328878e-01 2.68649542e-01 -9.10109637e-02 2.97131700e-01
-8.69775185e-01 -2.81101698e-01 -4.26236922e-01 1.77294218e-01
3.63870345e-01 -6.48742141e-02]
[ 5.69894350e-02 1.70578917e-01 2.57129299e-01 2.65661138e-01
-1.01491916e-01 -1.99818322e-01 -2.03073194e-01 -1.31956731e-01
-1.28601282e-01 -2.71188023e-01]
[ 3.67059005e-02 -1.61112542e-02 -1.11636812e-01 -3.47831738e-02
1.95999328e-01 3.56184421e-02 -4.31782270e-02 -1.83289400e-01
4.98154786e-02 2.28177918e-01]
[ -1.28891855e-02 -8.78280989e-02 -7.26237728e-02 -7.05529880e-02
5.08848671e-02 -1.67560881e-01 1.26358119e-01 9.62930309e-03
2.27605985e-02 -1.05791334e-02]
[ 1.43824156e-02 2.56172287e-02 2.38606227e-01 5.36227890e-02
-1.61478992e-01 -1.25870905e-01 1.59652207e-01 3.94237052e-02
-2.02200639e-01 9.11471966e-02]
[ 4.77501491e-02 -3.28823863e-02 9.71785388e-02 -2.67797814e-02
-1.30341725e-01 8.24573031e-02 1.35300847e-01 -2.71793537e-01
-4.34449217e-02 -1.22123733e-01]
[ -3.27502487e-02 2.81807082e-02 7.48343115e-02 -6.04440608e-02
6.43242518e-02 1.92738864e-01 1.60186558e-01 1.17459838e-01
-4.45122954e-02 1.47271038e-01]
[ 2.15636313e-01 4.41376422e-02 2.66072975e-02 7.44606410e-02
7.95245977e-02 -1.88394675e-02 -1.38454821e-01 1.47979829e-01
-5.96334122e-02 -2.40340638e-02]
[ 1.04662527e-02 -1.01196709e-01 1.92996399e-03 -4.88263323e-03
-2.65284280e-01 -1.06890429e-01 -1.20153421e-01 3.95833080e-02
8.57216956e-02 1.51804701e-01]
[ -2.67124484e-02 4.28189611e-01 8.66577868e-02 3.14866851e-01
-8.06388747e-01 -2.75108553e-01 -5.10337700e-01 -7.66046814e-02
2.06316892e-01 2.42959088e-01]
[ 1.27044824e-01 4.29291707e-01 3.55553751e-02 3.39946910e-01
-6.04652737e-01 -5.55424828e-02 -3.38866831e-01 1.47947394e-01
1.37692358e-01 4.22604093e-01]
[ 2.44623498e-01 2.58586527e-01 2.37179878e-01 1.16475129e-01
-3.15727719e-01 9.09670485e-02 -1.63481119e-01 1.61920630e-01
2.16134234e-01 5.11699191e-02]
[ -8.18750043e-02 1.92949955e-01 2.37508481e-01 2.27249366e-03
5.73430579e-03 1.36014923e-01 -7.10470238e-02 -1.54781727e-02
-4.43464057e-02 3.82141686e-02]
[ -1.00005466e-01 -1.43685363e-02 2.37518444e-02 8.73063763e-02
-3.43040632e-02 1.18565859e-01 2.66585781e-01 2.02841125e-02
-2.79524217e-01 -9.84468571e-02]
[ -2.09012665e-01 1.02373876e-02 -8.81086762e-02 -3.29992581e-01
1.35002205e-01 1.15119338e-01 7.09923633e-02 1.04226459e-01
-1.96882280e-01 4.67960163e-02]
[ 3.80094141e-02 -2.90030200e-01 -1.13677243e-01 -1.22505294e-01
2.48429328e-01 1.27971650e-02 8.95403637e-02 1.54349331e-01
-1.34202562e-01 -1.78072905e-01]
[ 1.54868785e-01 -1.22342824e-01 -1.35159747e-01 5.13137539e-03
1.25325473e-01 -6.45495315e-02 -4.35927114e-02 -1.47812727e-01
1.38274781e-01 -9.25501832e-02]
[ -1.22447634e-01 1.63197650e-01 2.55652383e-01 -3.04166320e-02
1.81339549e-01 9.19477449e-02 -1.91035672e-02 -2.98712658e-01
-1.29184074e-01 -6.36409024e-02]
[ -3.53711210e-01 1.05235060e-01 9.04364357e-03 -3.28054062e-02
1.33503370e-01 -1.67329715e-01 -4.93238196e-02 2.35249084e-01
-9.82805904e-02 7.93761874e-02]
[ 1.46639040e-01 1.16040677e-01 -2.41297426e-01 -9.98293942e-02
1.16066129e-01 -2.88605009e-01 4.94773316e-03 -1.67900300e-01
-9.13909950e-03 -1.92695067e-01]
[ 2.04631342e-01 -1.48351213e-01 5.77331758e-02 -3.27186804e-02
6.65115162e-02 -2.67503011e-02 -7.19176316e-03 -1.36962499e-01
1.02707270e-01 -1.87516844e-01]
[ -1.05586351e-01 -2.10732759e-02 1.19751070e-01 1.07660934e-01
1.58608746e-02 -1.10336598e-01 2.34468000e-01 -7.68406569e-02
1.83784104e-01 -4.15145569e-03]
[ 3.05731496e-02 -8.90186607e-02 2.20200900e-01 -2.05651979e-01
3.04645321e-02 1.01441195e-01 -3.12597812e-02 -1.12305950e-01
4.57261374e-02 2.70283341e-01]]
[[ 0.46484675]
[ 1.22319449]
[ 0.21933518]
[ 0.66775579]
[-2.189697 ]
[-0.25321212]
[-1.37063435]
[ 0.01289117]
[ 0.51762473]
[ 0.71764388]]
Progress: 13.8% ... Training loss: 0.347 ... Validation loss: 0.571[[ 1.55896355e-01 2.55097233e-01 -1.16128022e-01 1.01024822e-01
-5.42075507e-01 -6.66654594e-02 -8.74250233e-02 1.24728402e-01
-8.83871026e-02 2.00430324e-01]
[ 1.54038493e-02 1.72254448e-01 -1.99115726e-02 3.90457613e-02
9.90979571e-02 -5.57002232e-03 2.97692889e-01 4.13084266e-02
1.38238861e-01 -2.85865868e-02]
[ 2.00117018e-01 4.14650884e-01 3.43278272e-02 1.25860504e-01
3.27180022e-02 -6.63087645e-02 -5.22018576e-01 -3.26685021e-02
1.13088302e-01 3.68078778e-01]
[ -3.70543809e-02 -3.36804948e-01 -2.48121165e-01 -3.97845379e-03
6.80809088e-02 1.74761562e-01 1.70382651e-01 5.56833732e-02
2.55665985e-03 5.92677052e-02]
[ -9.94715409e-04 2.02410031e-01 -1.47077819e-01 4.43381700e-02
1.05028270e-01 -1.79643131e-01 8.58101465e-03 -1.20116181e-01
-1.91183360e-01 3.80849609e-02]
[ -3.45353864e-01 -2.85763809e-01 -2.85639234e-01 1.48193551e-01
1.38824012e-01 4.92814842e-02 -7.94625935e-03 -3.49043856e-02
-5.54956475e-03 3.56638543e-02]
[ -7.88321011e-03 -1.51015838e-01 7.69231000e-03 9.17021814e-02
-4.21918006e-02 -6.96635183e-02 1.75937253e-01 -1.89014499e-01
1.78251215e-01 3.42438894e-02]
[ 1.15821320e-01 -1.93758222e-01 3.33044929e-02 -6.51766846e-02
1.53700930e-01 -4.46864950e-02 3.37484005e-02 1.23222372e-01
7.00742345e-02 -1.22025635e-02]
[ -1.54043360e-01 -2.31395595e-02 -2.99120049e-01 1.11732484e-03
-9.38075608e-02 6.24184175e-02 -2.73205606e-01 -2.67323417e-02
2.76104684e-01 -9.65959562e-02]
[ 5.65765357e-02 -2.18612524e-01 8.55055590e-02 1.84108229e-02
1.73872408e-01 -1.01658050e-01 3.24187856e-02 -9.77695098e-02
-1.05839458e-02 1.36234345e-01]
[ -7.55490660e-02 1.15591043e-01 -3.41865660e-04 -1.55727634e-01
1.74990747e-02 2.49039147e-02 6.39020311e-02 -1.01623577e-01
-2.07521112e-02 -1.21430390e-01]
[ -7.99638242e-02 4.29502749e-02 -5.68900575e-02 2.82846375e-02
2.35864699e-01 8.76403202e-02 -7.72557068e-02 -1.41724121e-02
-1.38018727e-01 -1.63816154e-01]
[ -1.55679437e-01 7.00919628e-03 6.25877936e-02 2.36349664e-02
-1.76939229e-01 -2.20429302e-01 -1.81610044e-01 -1.96915431e-01
8.86559710e-02 1.76257777e-01]
[ -2.09662718e-01 -1.22770131e-01 1.22258775e-01 2.76987265e-01
-1.47868965e-01 -8.55867585e-02 -1.41590762e-01 -2.54765454e-01
-2.02555224e-01 1.57178879e-02]
[ 1.17072414e-01 -3.96107123e-02 -1.80971360e-02 1.15655175e-01
-1.49497342e-02 -8.24245090e-02 1.02161711e-01 4.39779445e-03
2.97033399e-02 2.20888374e-02]
[ 3.43813669e-02 -3.55134549e-02 -2.12478895e-01 1.42864587e-01
-4.99257973e-02 9.03177599e-02 -8.91441654e-02 -2.00220919e-02
-9.90503732e-02 -6.79019866e-03]
[ -1.30471980e-01 -6.37787210e-02 -2.08072303e-01 1.44178485e-01
4.34756494e-03 1.39034409e-01 2.36194929e-02 -2.50415759e-01
5.73732666e-02 -2.12889105e-01]
[ -7.13563934e-02 -3.28629183e-02 2.75875758e-01 9.76929090e-02
1.19572140e-01 -6.17030051e-02 -1.31422567e-01 1.21065111e-01
6.80541028e-02 3.23902542e-02]
[ 3.94809544e-02 -3.64137935e-02 8.12026325e-02 7.16341365e-02
1.38867837e-01 -1.26557532e-02 2.85480083e-01 1.20274885e-01
-5.10015835e-02 -8.13580369e-02]
[ -1.54527782e-03 -1.68647653e-01 -2.94329591e-01 -6.01430694e-02
2.69925625e-01 -8.61862314e-02 1.94163359e-01 1.64360129e-01
9.76077009e-02 -4.15321556e-02]
[ 5.50380980e-02 2.53622138e-02 -1.17420724e-01 4.66404682e-02
-9.93759252e-02 3.23788015e-01 2.35723864e-01 2.05724878e-01
-1.63026500e-01 -4.96418545e-02]
[ 2.03179117e-02 2.08842552e-02 1.29120065e-01 1.28005647e-01
-7.95529461e-02 9.89588123e-02 -2.16417492e-01 -3.97464208e-02
2.24715056e-01 1.05841449e-01]
[ 1.03223685e-01 7.00811448e-02 -5.16074383e-02 -1.11261203e-01
-8.84155244e-02 -3.27251205e-01 1.14017047e-01 8.44454057e-03
1.35616064e-01 8.27653658e-02]
[ -9.70917394e-02 2.28779862e-02 -1.49431988e-02 2.39805808e-02
5.44446180e-03 -2.03043364e-01 -9.55628946e-02 -1.95101981e-02
1.50630058e-02 1.30775142e-01]
[ -1.30898754e-01 -1.94752122e-02 -1.91164859e-01 1.41766926e-02
-3.04363424e-01 -1.06864340e-02 -5.64070557e-02 -2.24908337e-02
1.73052783e-02 8.33707466e-02]
[ -4.65336349e-03 1.08677175e-02 -6.23638236e-02 -9.24199323e-02
4.19363221e-01 2.63763716e-01 4.56360694e-01 1.14699954e-01
-1.54300638e-01 -3.33140548e-01]
[ 1.50708462e-02 -2.59640388e-01 -1.43318410e-02 -2.93869595e-02
5.25319771e-01 8.58612242e-02 3.98012107e-01 9.34002807e-02
6.20618766e-02 -3.30437561e-01]
[ 3.49911425e-02 -3.28989095e-01 -3.15025262e-02 -7.47813801e-02
5.74243637e-01 1.22721028e-02 3.82891360e-01 5.00696116e-02
-3.36363291e-01 -1.79823034e-01]
[ -1.29164205e-01 -4.57383548e-01 9.38198751e-03 -1.49315761e-01
6.01182501e-01 -1.08473595e-01 4.82350163e-01 -7.99532175e-02
-2.63463070e-02 1.32016725e-01]
[ -2.55310307e-01 -2.76066195e-01 7.02335281e-02 -5.97591295e-03
7.96028382e-01 1.28135779e-01 2.96628970e-01 4.97287196e-02
-5.67409554e-02 -9.21675545e-02]
[ -1.46036599e-01 -1.29915121e-01 2.76065948e-01 -1.68156230e-01
4.31270088e-01 -6.97797512e-02 5.10338278e-01 1.67831227e-02
-1.97461543e-01 4.66423087e-02]
[ -8.94707725e-02 -1.07054276e-01 -1.62232888e-01 -4.77072267e-02
3.22695534e-01 -2.47937530e-01 5.85037806e-02 1.71845781e-01
3.11681914e-02 -6.38705221e-02]
[ 1.21534552e-01 2.51085421e-01 1.68298256e-01 -7.79179565e-02
-1.16395433e-01 4.57841511e-02 -1.63564374e-01 2.84792656e-01
8.35510958e-02 1.84949076e-01]
[ 3.33818695e-01 2.70043826e-01 -9.07340977e-02 2.97812819e-01
-8.71398125e-01 -2.81372954e-01 -4.27809478e-01 1.77307386e-01
3.64425548e-01 -6.40862522e-02]
[ 5.67549670e-02 1.69988788e-01 2.57023285e-01 2.65315681e-01
-1.00369948e-01 -1.99693162e-01 -2.02370502e-01 -1.31963062e-01
-1.28858516e-01 -2.71560155e-01]
[ 3.67645197e-02 -1.60641845e-02 -1.11610963e-01 -3.47204671e-02
1.95768800e-01 3.56026125e-02 -4.32455212e-02 -1.83288570e-01
4.98899794e-02 2.28219031e-01]
[ -1.31486586e-02 -8.84578773e-02 -7.27539067e-02 -7.09452877e-02
5.21268168e-02 -1.67432649e-01 1.27072535e-01 9.62207456e-03
2.24706780e-02 -1.09668131e-02]
[ 1.50708436e-02 2.75107613e-02 2.38938002e-01 5.46540448e-02
-1.64749009e-01 -1.26260690e-01 1.57535082e-01 3.94435353e-02
-2.01410580e-01 9.22237147e-02]
[ 4.78061877e-02 -3.25552512e-02 9.71986580e-02 -2.67200418e-02
-1.30556608e-01 8.24386460e-02 1.35061578e-01 -2.71792524e-01
-4.34101212e-02 -1.22053807e-01]
[ -3.24851655e-02 2.88046329e-02 7.49550759e-02 -6.01029921e-02
6.31913101e-02 1.92611057e-01 1.59388504e-01 1.17466576e-01
-4.42350511e-02 1.47682316e-01]
[ 2.15403979e-01 4.35948217e-02 2.64996469e-02 7.41360651e-02
8.05996639e-02 -1.87170063e-02 -1.37776582e-01 1.47973603e-01
-5.98865049e-02 -2.43833055e-02]
[ 1.05708620e-02 -1.00989069e-01 1.96285935e-03 -4.74896725e-03
-2.65665740e-01 -1.06937782e-01 -1.20447824e-01 3.95856831e-02
8.58220104e-02 1.51955641e-01]
[ -2.56604009e-02 4.30493894e-01 8.71706746e-02 3.16380062e-01
-8.10933957e-01 -2.75637242e-01 -5.12566147e-01 -7.65748170e-02
2.07456056e-01 2.44495854e-01]
[ 1.26696947e-01 4.28393403e-01 3.53959704e-02 3.39504292e-01
-6.03215403e-01 -5.53585326e-02 -3.37695900e-01 1.47937835e-01
1.37331824e-01 4.22106354e-01]
[ 2.44936991e-01 2.59335043e-01 2.37346611e-01 1.16986547e-01
-3.17440224e-01 9.07764828e-02 -1.64363825e-01 1.61930707e-01
2.16531351e-01 5.16512973e-02]
[ -8.19286571e-02 1.92786509e-01 2.37481464e-01 2.19697743e-03
5.98249244e-03 1.36047742e-01 -7.08929102e-02 -1.54797720e-02
-4.44073287e-02 3.81302915e-02]
[ -1.00365662e-01 -1.53553689e-02 2.35746201e-02 8.67574651e-02
-3.24918333e-02 1.18776412e-01 2.67716372e-01 2.02733661e-02
-2.79957051e-01 -9.89735296e-02]
[ -2.08999632e-01 1.02732371e-02 -8.81027910e-02 -3.29973030e-01
1.34939841e-01 1.15111944e-01 7.09524984e-02 1.04226834e-01
-1.96867037e-01 4.68150650e-02]
[ 3.80724108e-02 -2.89953848e-01 -1.13658894e-01 -1.22418913e-01
2.48171706e-01 1.27616519e-02 8.94283358e-02 1.54351023e-01
-1.34141441e-01 -1.78004373e-01]
[ 1.55943103e-01 -1.19527570e-01 -1.34653450e-01 6.71810769e-03
1.20199784e-01 -6.51285171e-02 -4.66668122e-02 -1.47782186e-01
1.39460426e-01 -9.08917820e-02]
[ -1.21424279e-01 1.65611033e-01 2.56152237e-01 -2.89479170e-02
1.76709888e-01 9.14275086e-02 -2.16574143e-02 -2.98684165e-01
-1.28036110e-01 -6.21677932e-02]
[ -3.53893565e-01 1.04519928e-01 8.98354194e-03 -3.30346365e-02
1.34122047e-01 -1.67250152e-01 -4.87409252e-02 2.35246069e-01
-9.84168373e-02 7.90972057e-02]
[ 1.46248149e-01 1.14970569e-01 -2.41459262e-01 -1.00402955e-01
1.17505512e-01 -2.88375444e-01 6.30164465e-03 -1.67911004e-01
-9.55716274e-03 -1.93326673e-01]
[ 2.04873533e-01 -1.47778419e-01 5.78410145e-02 -3.24331499e-02
6.70634567e-02 -2.68799532e-02 -7.79908209e-03 -1.36956922e-01
1.02905503e-01 -1.87141368e-01]
[ -1.06033812e-01 -2.20846432e-02 1.19549966e-01 1.07107976e-01
1.79081692e-02 -1.10102913e-01 2.35708329e-01 -7.68531394e-02
1.83309264e-01 -4.74360266e-03]
[ 2.94123640e-02 -9.19397355e-02 2.19624741e-01 -2.07343000e-01
3.55513845e-02 1.02052163e-01 -2.77785403e-02 -1.12339344e-01
4.44307819e-02 2.68646602e-01]]
[[ 0.46700792]
[ 1.22648048]
[ 0.22175674]
[ 0.66983962]
[-2.19325314]
[-0.25353156]
[-1.37245128]
[ 0.01205088]
[ 0.52151705]
[ 0.71795994]]
Progress: 13.8% ... Training loss: 0.345 ... Validation loss: 0.568[[ 1.57920530e-01 2.60073786e-01 -1.15125923e-01 1.04006024e-01
-5.51204160e-01 -6.78397914e-02 -9.31172730e-02 1.24784623e-01
-8.60743768e-02 2.03339962e-01]
[ 1.54038493e-02 1.72254448e-01 -1.99115726e-02 3.90457613e-02
9.90979571e-02 -5.57002232e-03 2.97692889e-01 4.13084266e-02
1.38238861e-01 -2.85865868e-02]
[ 2.01311545e-01 4.19043455e-01 3.48986940e-02 1.27407975e-01
2.76593636e-02 -6.69222729e-02 -5.26306578e-01 -3.26360729e-02
1.14416483e-01 3.69772706e-01]
[ -3.69972236e-02 -3.37382936e-01 -2.48008069e-01 -3.61374137e-03
6.81982552e-02 1.74669622e-01 1.69562240e-01 5.56889954e-02
2.58583716e-03 5.98619085e-02]
[ -5.09095543e-03 1.92574527e-01 -1.48948031e-01 3.82527976e-02
1.23472954e-01 -1.77379727e-01 2.05384842e-02 -1.20223157e-01
-1.95566863e-01 3.16062287e-02]
[ -3.44513093e-01 -2.84350327e-01 -2.85232693e-01 1.49543315e-01
1.34828782e-01 4.87400552e-02 -9.97754914e-03 -3.48801510e-02
-4.47092814e-03 3.69697139e-02]
[ -4.86132309e-03 -1.43644732e-01 9.10870379e-03 9.59520406e-02
-5.54332742e-02 -7.12666753e-02 1.67343294e-01 -1.88935410e-01
1.81518169e-01 3.85679885e-02]
[ 1.15687860e-01 -1.93505092e-01 3.32917827e-02 -6.52130733e-02
1.53655660e-01 -4.46772576e-02 3.36112747e-02 1.23222029e-01
7.00325175e-02 -1.21786503e-02]
[ -1.53551297e-01 -2.22223654e-02 -2.98904259e-01 1.79277093e-03
-9.57491300e-02 6.21882995e-02 -2.74437737e-01 -2.67204430e-02
2.76499900e-01 -9.59346031e-02]
[ 6.00995491e-02 -2.10058091e-01 8.71367280e-02 2.35395776e-02
1.57210605e-01 -1.03598323e-01 2.24722331e-02 -9.76757937e-02
-6.71811984e-03 1.41441947e-01]
[ -7.35156259e-02 1.20480568e-01 6.51512368e-04 -1.52670839e-01
8.64881806e-03 2.37302006e-02 5.80362969e-02 -1.01567773e-01
-1.84369091e-02 -1.18213348e-01]
[ -8.12990161e-02 3.94612286e-02 -5.74885892e-02 2.63377689e-02
2.42153216e-01 8.83888400e-02 -7.34379260e-02 -1.42070531e-02
-1.39500665e-01 -1.65925574e-01]
[ -1.55679437e-01 7.00919628e-03 6.25877936e-02 2.36349664e-02
-1.76939229e-01 -2.20429302e-01 -1.81610044e-01 -1.96915431e-01
8.86559710e-02 1.76257777e-01]
[ -2.09869356e-01 -1.23407176e-01 1.22185201e-01 2.76821533e-01
-1.47527428e-01 -8.55266790e-02 -1.40924193e-01 -2.54769206e-01
-2.02697228e-01 1.54565471e-02]
[ 1.16912808e-01 -4.00106730e-02 -1.81655410e-02 1.15435274e-01
-1.41427167e-02 -8.23460702e-02 1.02598422e-01 4.39376276e-03
2.95305214e-02 2.18221832e-02]
[ 3.56342182e-02 -3.29606127e-02 -2.11912325e-01 1.44646741e-01
-5.52296863e-02 8.96240155e-02 -9.23931382e-02 -1.99892804e-02
-9.76161789e-02 -4.90310336e-03]
[ -1.29790271e-01 -6.23109697e-02 -2.07733887e-01 1.45058615e-01
1.54455265e-03 1.38680033e-01 2.17820452e-02 -2.50398636e-01
5.80862849e-02 -2.11957095e-01]
[ -6.96029870e-02 -2.84474189e-02 2.76694820e-01 1.00185365e-01
1.12039543e-01 -6.26132752e-02 -1.36495000e-01 1.21110688e-01
6.99210510e-02 3.49775935e-02]
[ 4.01425069e-02 -3.46986656e-02 8.14968672e-02 7.26327690e-02
1.35640231e-01 -1.30447018e-02 2.83543435e-01 1.20293533e-01
-5.02213418e-02 -8.04299208e-02]
[ -1.01788435e-03 -1.67054035e-01 -2.94040125e-01 -5.92546823e-02
2.66824496e-01 -8.65204328e-02 1.92528348e-01 1.64376531e-01
9.82605102e-02 -4.06120420e-02]
[ 5.47999206e-02 2.50656692e-02 -1.17530896e-01 4.62783475e-02
-9.82373945e-02 3.23919430e-01 2.36226363e-01 2.05718191e-01
-1.63314598e-01 -4.99503959e-02]
[ 1.98880204e-02 1.97807496e-02 1.28923966e-01 1.27418998e-01
-7.76666587e-02 9.91796911e-02 -2.15243117e-01 -3.97571369e-02
2.24267871e-01 1.05221681e-01]
[ 1.03500558e-01 7.07337654e-02 -5.14658783e-02 -1.10848542e-01
-8.96220834e-02 -3.27386450e-01 1.13216163e-01 8.45170185e-03
1.35875306e-01 8.31793106e-02]
[ -9.68837864e-02 2.31020948e-02 -1.48767259e-02 2.42426562e-02
4.74367471e-03 -2.03134199e-01 -9.61173263e-02 -1.95053224e-02
1.52080329e-02 1.31032013e-01]
[ -1.31004917e-01 -1.97048132e-02 -1.91206377e-01 1.40332801e-02
-3.03884761e-01 -1.06350921e-02 -5.60958892e-02 -2.24933671e-02
1.72029928e-02 8.32167853e-02]
[ -4.81852181e-03 1.03917410e-02 -6.24344514e-02 -9.26329241e-02
4.20063423e-01 2.63843957e-01 4.56857941e-01 1.14696149e-01
-1.54460429e-01 -3.33384516e-01]
[ 1.52186459e-02 -2.59355807e-01 -1.42420056e-02 -2.91078075e-02
5.24448995e-01 8.57528766e-02 3.97609230e-01 9.34052549e-02
6.22656305e-02 -3.30177391e-01]
[ 3.46530376e-02 -3.29960551e-01 -3.16611245e-02 -7.52662696e-02
5.75748174e-01 1.24559295e-02 3.83956445e-01 5.00609576e-02
-3.36722382e-01 -1.80373637e-01]
[ -1.29119591e-01 -4.57434408e-01 9.40453555e-03 -1.49246927e-01
6.01032384e-01 -1.08500446e-01 4.82346996e-01 -7.99521754e-02
-2.62885345e-02 1.32095472e-01]
[ -2.55439870e-01 -2.76446658e-01 7.01779099e-02 -6.15340098e-03
7.96459776e-01 1.28198392e-01 2.97018329e-01 4.97256117e-02
-5.68842015e-02 -9.23549713e-02]
[ -1.46224132e-01 -1.30428131e-01 2.75999928e-01 -1.68378610e-01
4.32076705e-01 -6.96938117e-02 5.10878528e-01 1.67789053e-02
-1.97647769e-01 4.63958775e-02]
[ -8.95953133e-02 -1.07422358e-01 -1.62288565e-01 -4.78948640e-02
3.23300933e-01 -2.47874218e-01 5.88877600e-02 1.71842348e-01
3.10234186e-02 -6.40740420e-02]
[ 1.21900915e-01 2.51849323e-01 1.68450023e-01 -7.73952235e-02
-1.18093491e-01 4.55900379e-02 -1.64690317e-01 2.84801712e-01
8.39649266e-02 1.85541073e-01]
[ 3.34736809e-01 2.72516456e-01 -9.02830175e-02 2.99242607e-01
-8.75411601e-01 -2.81889213e-01 -4.30570069e-01 1.77332907e-01
3.65356564e-01 -6.25749446e-02]
[ 5.69294027e-02 1.70448112e-01 2.57111348e-01 2.65575063e-01
-1.01224089e-01 -1.99789000e-01 -2.02891135e-01 -1.31958084e-01
-1.28653538e-01 -2.71278759e-01]
[ 3.70455333e-02 -1.52942740e-02 -1.11472649e-01 -3.43036327e-02
1.94401699e-01 3.54439113e-02 -4.39491558e-02 -1.83280977e-01
5.01914804e-02 2.28554848e-01]
[ -1.30834506e-02 -8.83299124e-02 -7.27247980e-02 -7.08548020e-02
5.18157471e-02 -1.67466881e-01 1.26866716e-01 9.62391641e-03
2.25333513e-02 -1.08534200e-02]
[ 1.56911493e-02 2.90054225e-02 2.39197114e-01 5.55546489e-02
-1.67596032e-01 -1.26596095e-01 1.55768247e-01 3.94599204e-02
-2.00710797e-01 9.31619042e-02]
[ 4.82420073e-02 -3.13349005e-02 9.74187381e-02 -2.60572378e-02
-1.32741227e-01 8.21850276e-02 1.33715613e-01 -2.71780245e-01
-4.29178433e-02 -1.21340771e-01]
[ -3.22591746e-02 2.94805371e-02 7.50524114e-02 -5.97551145e-02
6.20133280e-02 1.92479339e-01 1.58595100e-01 1.17472388e-01
-4.39717855e-02 1.48000032e-01]
[ 2.15374627e-01 4.36847127e-02 2.64901232e-02 7.40864961e-02
8.07843595e-02 -1.86950313e-02 -1.37764904e-01 1.47972871e-01
-5.99257009e-02 -2.44232334e-02]
[ 1.08716131e-02 -1.00191116e-01 2.11349450e-03 -4.31190128e-03
-2.67055180e-01 -1.07084949e-01 -1.21318482e-01 3.95934849e-02
8.61375556e-02 1.52421116e-01]
[ -2.56594439e-02 4.30256120e-01 8.71194022e-02 3.16290658e-01
-8.10698520e-01 -2.75603957e-01 -5.12439173e-01 -7.65764058e-02
2.07401515e-01 2.44370799e-01]
[ 1.27809209e-01 4.30676640e-01 3.59213334e-02 3.40947290e-01
-6.07576332e-01 -5.59322717e-02 -3.40638604e-01 1.47965903e-01
1.38561900e-01 4.23661501e-01]
[ 2.45048077e-01 2.59879508e-01 2.37411401e-01 1.17196402e-01
-3.18150051e-01 9.06853394e-02 -1.64697839e-01 1.61935084e-01
2.16678664e-01 5.18108817e-02]
[ -8.16453426e-02 1.93586351e-01 2.37633766e-01 2.64171426e-03
4.69259186e-03 1.35880804e-01 -7.18087224e-02 -1.54716413e-02
-4.40740415e-02 3.85799939e-02]
[ -1.00535060e-01 -1.57941457e-02 2.34972829e-02 8.64973484e-02
-3.16303914e-02 1.18868180e-01 2.68202196e-01 2.02685485e-02
-2.80139171e-01 -9.92651718e-02]
[ -2.08916148e-01 1.04592454e-02 -8.80641644e-02 -3.29837486e-01
1.34498838e-01 1.15062461e-01 7.07171964e-02 1.04229263e-01
-1.96761827e-01 4.69601731e-02]
[ 3.82658048e-02 -2.89533163e-01 -1.13567165e-01 -1.22144452e-01
2.47283902e-01 1.26567768e-02 8.88607902e-02 1.54355970e-01
-1.33935652e-01 -1.77717373e-01]
[ 1.57250164e-01 -1.16111614e-01 -1.34052381e-01 8.67447112e-03
1.13682223e-01 -6.58488755e-02 -5.04960064e-02 -1.47747874e-01
1.40866608e-01 -8.87972527e-02]
[ -1.21155666e-01 1.66068758e-01 2.56247451e-01 -2.86867824e-02
1.75831676e-01 9.12876235e-02 -2.21374368e-02 -2.98677916e-01
-1.27789079e-01 -6.18664949e-02]
[ -3.54229608e-01 1.03764301e-01 8.86997934e-03 -3.34229767e-02
1.35356143e-01 -1.67111995e-01 -4.78147372e-02 2.35239327e-01
-9.86968965e-02 7.86898485e-02]
[ 1.47427587e-01 1.17648947e-01 -2.40911703e-01 -9.86754052e-02
1.12768231e-01 -2.89009495e-01 2.87688040e-03 -1.67879449e-01
-8.36975732e-03 -1.91511922e-01]
[ 2.05230166e-01 -1.46613895e-01 5.80619329e-02 -3.17737118e-02
6.50925922e-02 -2.71200357e-02 -9.04488587e-03 -1.36945329e-01
1.03412110e-01 -1.86500708e-01]
[ -1.05069168e-01 -1.99851839e-02 1.20009069e-01 1.08373814e-01
1.38567650e-02 -1.10596077e-01 2.32976795e-01 -7.68290494e-02
1.84346836e-01 -3.40070957e-03]
[ 2.98932783e-02 -9.10452399e-02 2.19840455e-01 -2.06586303e-01
3.32490670e-02 1.01776080e-01 -2.89879152e-02 -1.12325521e-01
4.50251333e-02 2.69175053e-01]]
[[ 0.48898799]
[ 1.24481021]
[ 0.24188571]
[ 0.69151898]
[-2.1789663 ]
[-0.23630277]
[-1.35516347]
[ 0.02989982]
[ 0.54629025]
[ 0.74011204]]
Progress: 13.9% ... Training loss: 0.354 ... Validation loss: 0.570[[ 1.54597533e-01 2.51471454e-01 -1.16746138e-01 9.91662472e-02
-5.36261516e-01 -6.62344962e-02 -8.40317489e-02 1.24579051e-01
-8.97416208e-02 1.98117697e-01]
[ 1.50794843e-02 1.71406811e-01 -2.00810045e-02 3.85978659e-02
1.00542106e-01 -5.41170507e-03 2.98609038e-01 4.12885891e-02
1.37893670e-01 -2.90990445e-02]
[ 2.02170016e-01 4.20547094e-01 3.52390791e-02 1.28200345e-01
2.38461220e-02 -6.72270448e-02 -5.28483949e-01 -3.25988838e-02
1.15276738e-01 3.70684584e-01]
[ -3.74839216e-02 -3.37450151e-01 -2.48252202e-01 -4.19076293e-03
7.07358200e-02 1.74901300e-01 1.70871552e-01 5.56570895e-02
1.88994015e-03 5.90790654e-02]
[ -2.88366293e-03 1.96940113e-01 -1.47831406e-01 4.14670142e-02
1.13326006e-01 -1.78419674e-01 1.46326523e-02 -1.20085962e-01
-1.93026924e-01 3.45271534e-02]
[ -3.45819813e-01 -2.87779695e-01 -2.85871142e-01 1.47784441e-01
1.40760865e-01 4.93278580e-02 -6.24459597e-03 -3.49548793e-02
-5.87999335e-03 3.49826509e-02]
[ -6.70619472e-03 -1.48043726e-01 8.23243345e-03 9.33332531e-02
-4.71359978e-02 -7.04024966e-02 1.72488876e-01 -1.89045948e-01
1.79522824e-01 3.58593433e-02]
[ 1.14640379e-01 -1.96879186e-01 3.27649355e-02 -6.68262994e-02
1.57952918e-01 -4.41596797e-02 3.67650062e-02 1.23156347e-01
6.88875164e-02 -1.40241745e-02]
[ -1.54166574e-01 -2.37697863e-02 -2.99169031e-01 9.23750655e-04
-9.30110229e-02 6.24757600e-02 -2.72661116e-01 -2.67584576e-02
2.75818436e-01 -9.68698743e-02]
[ 5.82745978e-02 -2.15336932e-01 8.62552186e-02 2.08863046e-02
1.65386577e-01 -1.02712148e-01 2.77720349e-02 -9.77886897e-02
-8.63005925e-03 1.38557756e-01]
[ -7.53753542e-02 1.15922624e-01 -2.48170439e-04 -1.55276769e-01
1.66868975e-02 2.45866866e-02 6.32779583e-02 -1.01675175e-01
-2.05050063e-02 -1.21024632e-01]
[ -8.24286874e-02 3.65481382e-02 -5.80137366e-02 2.47370632e-02
2.47203889e-01 8.89031986e-02 -7.01705009e-02 -1.42757176e-02
-1.40751503e-01 -1.67706602e-01]
[ -1.55679437e-01 7.00919628e-03 6.25877936e-02 2.36349664e-02
-1.76939229e-01 -2.20429302e-01 -1.81610044e-01 -1.96915431e-01
8.86559710e-02 1.76257777e-01]
[ -2.10143130e-01 -1.24148059e-01 1.22035748e-01 2.76441666e-01
-1.46326251e-01 -8.53870832e-02 -1.40113646e-01 -2.54786461e-01
-2.03012980e-01 1.50131214e-02]
[ 1.16308112e-01 -4.15368592e-02 -1.84339792e-02 1.14642221e-01
-1.15145312e-02 -8.20900346e-02 1.04251426e-01 4.36020953e-03
2.88973160e-02 2.08937362e-02]
[ 3.54049351e-02 -3.36406820e-02 -2.12029934e-01 1.44355109e-01
-5.40318892e-02 8.97063147e-02 -9.15873460e-02 -1.99999420e-02
-9.78444044e-02 -5.22074677e-03]
[ -1.31006757e-01 -6.53056703e-02 -2.08303821e-01 1.43353349e-01
6.89119319e-03 1.39254566e-01 2.50572172e-02 -2.50471865e-01
5.67691798e-02 -2.13764350e-01]
[ -7.00658216e-02 -2.94936677e-02 2.76466691e-01 9.95183416e-02
1.14246114e-01 -6.23827444e-02 -1.35163549e-01 1.21081707e-01
6.94146726e-02 3.43276940e-02]
[ 4.04505605e-02 -3.44344839e-02 8.16590651e-02 7.30503597e-02
1.34106302e-01 -1.31775054e-02 2.82854408e-01 1.20316531e-01
-4.98259099e-02 -8.00413790e-02]
[ -4.41220769e-04 -1.65784263e-01 -2.93775852e-01 -5.84833306e-02
2.64154465e-01 -8.67910615e-02 1.91188601e-01 1.64407055e-01
9.89183681e-02 -3.99273191e-02]
[ 5.39373338e-02 2.26567823e-02 -1.17972220e-01 4.50135341e-02
-9.44744990e-02 3.24339218e-01 2.38779844e-01 2.05665400e-01
-1.64298812e-01 -5.13963930e-02]
[ 1.83666535e-02 1.62541372e-02 1.28199874e-01 1.25228438e-01
-7.08714491e-02 9.98922398e-02 -2.11376830e-01 -3.98503585e-02
2.22541088e-01 1.03076453e-01]
[ 1.03176834e-01 6.99683824e-02 -5.16085839e-02 -1.11291978e-01
-8.82360768e-02 -3.27236335e-01 1.14083071e-01 8.43241845e-03
1.35537098e-01 8.27021763e-02]
[ -9.69625602e-02 2.28494228e-02 -1.49025759e-02 2.41198173e-02
5.09792016e-03 -2.03100405e-01 -9.58076905e-02 -1.95108593e-02
1.51112652e-02 1.30897888e-01]
[ -1.31130460e-01 -2.00470001e-02 -1.91271650e-01 1.38429185e-02
-3.03294804e-01 -1.05738803e-02 -5.57305046e-02 -2.25013388e-02
1.70654674e-02 8.30161720e-02]
[ -4.85644285e-03 1.02156686e-02 -6.24713819e-02 -9.27256658e-02
4.20481822e-01 2.63866387e-01 4.57101477e-01 1.14692825e-01
-1.54528957e-01 -3.33484058e-01]
[ 1.48603807e-02 -2.60254585e-01 -1.44187782e-02 -2.95752125e-02
5.26078410e-01 8.59221943e-02 3.98674816e-01 9.33847563e-02
6.18955263e-02 -3.30727974e-01]
[ 3.43287687e-02 -3.30758520e-01 -3.18249737e-02 -7.57358288e-02
5.77069305e-01 1.26178825e-02 3.84849437e-01 5.00411588e-02
-3.37092161e-01 -1.80855761e-01]
[ -1.29176982e-01 -4.57637391e-01 9.38160228e-03 -1.49309651e-01
6.01240067e-01 -1.08480111e-01 4.82532065e-01 -7.99548573e-02
-2.63385412e-02 1.32025190e-01]
[ -2.55623333e-01 -2.76955811e-01 7.00942236e-02 -6.40173416e-03
7.97265426e-01 1.28277714e-01 2.97595159e-01 4.97165657e-02
-5.70814084e-02 -9.26138824e-02]
[ -1.47417574e-01 -1.33435053e-01 2.75433440e-01 -1.70044414e-01
4.37218423e-01 -6.91342814e-02 5.14097869e-01 1.67066601e-02
-1.98951872e-01 4.46748630e-02]
[ -9.02620287e-02 -1.09030503e-01 -1.62620519e-01 -4.88521329e-02
3.26183164e-01 -2.47556978e-01 6.07451711e-02 1.71801555e-01
3.03006699e-02 -6.50776340e-02]
[ 1.21870982e-01 2.51833566e-01 1.68434391e-01 -7.74371706e-02
-1.17886694e-01 4.56023326e-02 -1.64639263e-01 2.84800131e-01
8.39222981e-02 1.85491898e-01]
[ 3.34716044e-01 2.72462340e-01 -9.02916411e-02 2.99214918e-01
-8.75318476e-01 -2.81879236e-01 -4.30511184e-01 1.77331615e-01
3.65332815e-01 -6.26067259e-02]
[ 5.70489500e-02 1.70766533e-01 2.57182443e-01 2.65767836e-01
-1.01834925e-01 -1.99858244e-01 -2.03212600e-01 -1.31949137e-01
-1.28499207e-01 -2.71090749e-01]
[ 3.68441058e-02 -1.57739426e-02 -1.11550386e-01 -3.45787203e-02
1.95305059e-01 3.55371469e-02 -4.34026497e-02 -1.83292193e-01
4.99695911e-02 2.28240974e-01]
[ -1.33936006e-02 -8.89314243e-02 -7.28690020e-02 -7.12692374e-02
5.30915425e-02 -1.67350240e-01 1.27668933e-01 9.60705584e-03
2.22139300e-02 -1.13410197e-02]
[ 1.51793341e-02 2.78209898e-02 2.38939476e-01 5.48111913e-02
-1.65307906e-01 -1.26357505e-01 1.57164409e-01 3.94287650e-02
-2.01277371e-01 9.23691483e-02]
[ 4.80261981e-02 -3.17732417e-02 9.73094613e-02 -2.63472047e-02
-1.31831955e-01 8.22752893e-02 1.34226024e-01 -2.71795956e-01
-4.31439197e-02 -1.21607107e-01]
[ -3.31475950e-02 2.73936080e-02 7.46484588e-02 -6.10068752e-02
6.59442544e-02 1.92906532e-01 1.60808194e-01 1.17419706e-01
-4.49492829e-02 1.46792703e-01]
[ 2.15339632e-01 4.35807216e-02 2.64614826e-02 7.40259174e-02
8.09597186e-02 -1.86759897e-02 -1.37657785e-01 1.47970416e-01
-5.99777657e-02 -2.44899994e-02]
[ 1.07821453e-02 -1.00380854e-01 2.07203941e-03 -4.43920163e-03
-2.66622755e-01 -1.07041218e-01 -1.21136096e-01 3.95879731e-02
8.60375590e-02 1.52288361e-01]
[ -2.56709363e-02 4.29945271e-01 8.71271521e-02 3.16238519e-01
-8.10533709e-01 -2.75591299e-01 -5.12123551e-01 -7.65776635e-02
2.07372384e-01 2.44266047e-01]
[ 1.28749739e-01 4.32150260e-01 3.63584068e-02 3.42224272e-01
-6.11827750e-01 -5.63429568e-02 -3.42711457e-01 1.48019780e-01
1.39647963e-01 4.24743034e-01]
[ 2.45117866e-01 2.60058831e-01 2.37441007e-01 1.17265012e-01
-3.18458867e-01 9.06580292e-02 -1.64911154e-01 1.61939015e-01
2.16748264e-01 5.18953075e-02]
[ -8.15006127e-02 1.93940527e-01 2.37703189e-01 2.83690769e-03
4.06879892e-03 1.35809995e-01 -7.21997037e-02 -1.54626770e-02
-4.39146358e-02 3.87755268e-02]
[ -1.00717446e-01 -1.62012866e-02 2.34189531e-02 8.62479540e-02
-3.07743123e-02 1.18941768e-01 2.68615712e-01 2.02585539e-02
-2.80327719e-01 -9.94987238e-02]
[ -2.09290970e-01 9.51191307e-03 -8.82430117e-02 -3.30349328e-01
1.36089809e-01 1.15230426e-01 7.17664055e-02 1.04207305e-01
-1.97175400e-01 4.64109496e-02]
[ 3.78698067e-02 -2.90588749e-01 -1.13761501e-01 -1.22728481e-01
2.49110217e-01 1.28565422e-02 8.99813481e-02 1.54331349e-01
-1.34392300e-01 -1.78321425e-01]
[ 1.56670010e-01 -1.17459801e-01 -1.34317499e-01 7.86576384e-03
1.16183145e-01 -6.55726970e-02 -4.89735298e-02 -1.47782011e-01
1.40251662e-01 -8.96500270e-02]
[ -1.21286872e-01 1.64902343e-01 2.56178518e-01 -2.88259246e-02
1.76551892e-01 9.13761822e-02 -2.12310304e-02 -2.98682159e-01
-1.27864404e-01 -6.22139927e-02]
[ -3.54763247e-01 1.02296979e-01 8.62995680e-03 -3.41672720e-02
1.37617819e-01 -1.66878604e-01 -4.61906361e-02 2.35206783e-01
-9.92570932e-02 7.78533037e-02]
[ 1.45610459e-01 1.13237444e-01 -2.41784819e-01 -1.01289379e-01
1.20688650e-01 -2.88180432e-01 7.81445748e-03 -1.67985510e-01
-1.04115937e-02 -1.94228828e-01]
[ 2.04121755e-01 -1.49358966e-01 5.74950468e-02 -3.33990383e-02
7.01521750e-02 -2.65813163e-02 -5.90920667e-03 -1.37013522e-01
1.02152532e-01 -1.88202838e-01]
[ -1.04995342e-01 -1.99571967e-02 1.20049611e-01 1.08452358e-01
1.35543071e-02 -1.10629857e-01 2.32872313e-01 -7.68236442e-02
1.84433842e-01 -3.33585104e-03]
[ 2.91756398e-02 -9.26846055e-02 2.19507650e-01 -2.07593310e-01
3.63534344e-02 1.02100971e-01 -2.72007852e-02 -1.12374710e-01
4.42591354e-02 2.68089544e-01]]
[[ 0.46994961]
[ 1.22888928]
[ 0.22350433]
[ 0.67253489]
[-2.1998992 ]
[-0.25611571]
[-1.37842161]
[ 0.01129578]
[ 0.52630455]
[ 0.72146481]]
Progress: 13.9% ... Training loss: 0.344 ... Validation loss: 0.563[[ 1.55954020e-01 2.53442328e-01 -1.16178767e-01 1.00938686e-01
-5.41115844e-01 -6.68261573e-02 -8.64687316e-02 1.24611973e-01
-8.81862743e-02 1.99837162e-01]
[ 1.48632873e-02 1.70815170e-01 -2.01894759e-02 3.82716022e-02
1.01535379e-01 -5.28896588e-03 2.99258452e-01 4.12832436e-02
1.37647874e-01 -2.94468208e-02]
[ 2.01812171e-01 4.20461379e-01 3.51719216e-02 1.27814571e-01
2.33642888e-02 -6.68767095e-02 -5.26824777e-01 -3.26048179e-02
1.14904289e-01 3.69702877e-01]
[ -3.68802327e-02 -3.35805096e-01 -2.48041797e-01 -3.21825099e-03
6.80552654e-02 1.74381205e-01 1.68158403e-01 5.56696498e-02
2.65590628e-03 6.04617475e-02]
[ -2.80944402e-03 1.95855562e-01 -1.47783255e-01 4.11737436e-02
1.13276449e-01 -1.78131509e-01 1.46138980e-02 -1.20091596e-01
-1.93006745e-01 3.42869975e-02]
[ -3.45712255e-01 -2.88596170e-01 -2.85928447e-01 1.47885910e-01
1.41532856e-01 4.92224371e-02 -5.93473446e-03 -3.49507226e-02
-5.75765596e-03 3.51231695e-02]
[ -7.23734265e-03 -1.49721141e-01 7.93471375e-03 9.25555473e-02
-4.46269052e-02 -7.00920571e-02 1.74329143e-01 -1.89060809e-01
1.78982921e-01 3.50329987e-02]
[ 1.16306503e-01 -1.93204341e-01 3.35898378e-02 -6.43855898e-02
1.50083475e-01 -4.49551503e-02 3.30433597e-02 1.23200651e-01
7.08002035e-02 -1.17822744e-02]
[ -1.54648459e-01 -2.49716753e-02 -2.99395897e-01 2.31538620e-04
-9.05442566e-02 6.27292687e-02 -2.71293625e-01 -2.67697537e-02
2.75310925e-01 -9.76026558e-02]
[ 5.93930155e-02 -2.13806903e-01 8.67269965e-02 2.24429185e-02
1.61326665e-01 -1.03229553e-01 2.62106516e-02 -9.77592835e-02
-7.28067507e-03 1.39935300e-01]
[ -7.59315153e-02 1.14289424e-01 -5.36945227e-04 -1.56067855e-01
1.91838332e-02 2.48846391e-02 6.49838910e-02 -1.01687557e-01
-2.10934921e-02 -1.21927638e-01]
[ -8.22302935e-02 3.66303749e-02 -5.79537276e-02 2.50437957e-02
2.46645272e-01 8.87857082e-02 -7.05190780e-02 -1.42704391e-02
-1.40524792e-01 -1.67357848e-01]
[ -1.55679437e-01 7.00919628e-03 6.25877936e-02 2.36349664e-02
-1.76939229e-01 -2.20429302e-01 -1.81610044e-01 -1.96915431e-01
8.86559710e-02 1.76257777e-01]
[ -2.10474558e-01 -1.25299186e-01 1.21825576e-01 2.75872955e-01
-1.44005972e-01 -8.51874324e-02 -1.38938672e-01 -2.54795450e-01
-2.03428592e-01 1.44143315e-02]
[ 1.16238701e-01 -4.19502018e-02 -1.84744362e-02 1.14581145e-01
-1.09628749e-02 -8.21007784e-02 1.04711728e-01 4.36039214e-03
2.88550362e-02 2.08062994e-02]
[ 3.54781792e-02 -3.38399857e-02 -2.12008212e-01 1.44455229e-01
-5.42289303e-02 8.96497152e-02 -9.15850329e-02 -1.99973738e-02
-9.77402644e-02 -5.04598450e-03]
[ -1.30858342e-01 -6.52371122e-02 -2.08226697e-01 1.43520776e-01
6.50192880e-03 1.39204115e-01 2.47686072e-02 -2.50469271e-01
5.69514115e-02 -2.13537046e-01]
[ -7.06237122e-02 -3.09571517e-02 2.76148430e-01 9.87368385e-02
1.16639158e-01 -6.20750501e-02 -1.33440013e-01 1.21066611e-01
6.88200361e-02 3.34767352e-02]
[ 4.06387497e-02 -3.46281248e-02 8.17384244e-02 7.32187381e-02
1.33490617e-01 -1.31620183e-02 2.82815260e-01 1.20321142e-01
-4.96157905e-02 -7.99262458e-02]
[ 7.55081728e-04 -1.62650628e-01 -2.93143887e-01 -5.66169999e-02
2.58184227e-01 -8.74392679e-02 1.88162340e-01 1.64439803e-01
1.00325863e-01 -3.82390972e-02]
[ 5.38613243e-02 2.23767212e-02 -1.18021851e-01 4.48638704e-02
-9.39452585e-02 3.24396752e-01 2.39093979e-01 2.05663039e-01
-1.64411136e-01 -5.15595132e-02]
[ 1.83863680e-02 1.65200070e-02 1.28205024e-01 1.25320062e-01
-7.12088596e-02 9.98421039e-02 -2.11417711e-01 -3.98484927e-02
2.22612165e-01 1.03164281e-01]
[ 1.03066456e-01 6.97149178e-02 -5.16636795e-02 -1.11451369e-01
-8.76804267e-02 -3.27183722e-01 1.14410873e-01 8.42980022e-03
1.35424632e-01 8.25371112e-02]
[ -9.71201938e-02 2.23719333e-02 -1.49755414e-02 2.38881767e-02
5.82556188e-03 -2.03011753e-01 -9.53448345e-02 -1.95147290e-02
1.49346795e-02 1.30646507e-01]
[ -1.30692925e-01 -1.91040849e-02 -1.91097378e-01 1.44732843e-02
-3.04984270e-01 -1.08163177e-02 -5.70055510e-02 -2.24906688e-02
1.75319182e-02 8.36629674e-02]
[ -4.87722741e-03 1.01561339e-02 -6.24811552e-02 -9.27547298e-02
4.20581714e-01 2.63878161e-01 4.57202795e-01 1.14692349e-01
-1.54550370e-01 -3.33523465e-01]
[ 1.41071963e-02 -2.62340417e-01 -1.47979746e-02 -3.07482108e-02
5.29787747e-01 8.63672056e-02 4.01055605e-01 9.33652910e-02
6.10179067e-02 -3.31979114e-01]
[ 3.39887597e-02 -3.31644024e-01 -3.19821134e-02 -7.62190006e-02
5.78652640e-01 1.28014584e-02 3.85823860e-01 5.00337950e-02
-3.37465997e-01 -1.81369129e-01]
[ -1.29112479e-01 -4.57912106e-01 9.37358945e-03 -1.49217797e-01
6.01261671e-01 -1.08527155e-01 4.82762291e-01 -7.99532371e-02
-2.62637146e-02 1.32155605e-01]
[ -2.55880476e-01 -2.77545857e-01 6.99753111e-02 -6.76201572e-03
7.98216610e-01 1.28418926e-01 2.98361596e-01 4.97104641e-02
-5.73500434e-02 -9.29552798e-02]
[ -1.47512646e-01 -1.33685653e-01 2.75389898e-01 -1.70177100e-01
4.37766431e-01 -6.90858977e-02 5.14454080e-01 1.67043652e-02
-1.99037777e-01 4.45356783e-02]
[ -9.04623547e-02 -1.09581312e-01 -1.62716208e-01 -4.91310375e-02
3.27052533e-01 -2.47449736e-01 6.13090564e-02 1.71796950e-01
3.01083421e-02 -6.53696064e-02]
[ 1.22041541e-01 2.52279087e-01 1.68516102e-01 -7.71953157e-02
-1.18652124e-01 4.55093277e-02 -1.65094757e-01 2.84804184e-01
8.41116765e-02 1.85753039e-01]
[ 3.35738057e-01 2.74783963e-01 -8.98386125e-02 3.00746420e-01
-8.79527948e-01 -2.82437543e-01 -4.33410881e-01 1.77357678e-01
3.66524533e-01 -6.09891361e-02]
[ 5.71226689e-02 1.70801415e-01 2.57222036e-01 2.65860008e-01
-1.02147358e-01 -1.99905805e-01 -2.03432672e-01 -1.31947060e-01
-1.28407068e-01 -2.70974944e-01]
[ 3.64061908e-02 -1.69355082e-02 -1.11755159e-01 -3.52033075e-02
1.97310868e-01 3.57719156e-02 -4.20884615e-02 -1.83302020e-01
4.94752894e-02 2.27586861e-01]
[ -1.33570993e-02 -8.88539510e-02 -7.28487412e-02 -7.12012089e-02
5.28920115e-02 -1.67381468e-01 1.27525818e-01 9.60810870e-03
2.22658741e-02 -1.12540217e-02]
[ 1.59369978e-02 2.99879620e-02 2.39300940e-01 5.60033989e-02
-1.68974528e-01 -1.26795993e-01 1.54951488e-01 3.94490863e-02
-2.00373138e-01 9.34855728e-02]
[ 4.84263649e-02 -3.07488656e-02 9.74570242e-02 -2.57565425e-02
-1.33668685e-01 8.20517166e-02 1.33121798e-01 -2.71786408e-01
-4.26807877e-02 -1.21095412e-01]
[ -3.34818579e-02 2.64751673e-02 7.44767897e-02 -6.15123631e-02
6.75711385e-02 1.93086796e-01 1.61869271e-01 1.17411159e-01
-4.53283062e-02 1.46249753e-01]
[ 2.15117967e-01 4.31814244e-02 2.63527316e-02 7.37093867e-02
8.19290013e-02 -1.85790328e-02 -1.37018066e-01 1.47965343e-01
-6.02309716e-02 -2.48535691e-02]
[ 1.04601159e-02 -1.01347243e-01 1.90114134e-03 -4.95997101e-03
-2.64955005e-01 -1.06848222e-01 -1.20032620e-01 3.95795497e-02
8.56410965e-02 1.51697686e-01]
[ -2.43967473e-02 4.32241561e-01 8.77674887e-02 3.18044425e-01
-8.15941090e-01 -2.76171793e-01 -5.14973489e-01 -7.65460465e-02
2.08802022e-01 2.46028340e-01]
[ 1.29042479e-01 4.32904533e-01 3.64911916e-02 3.42635551e-01
-6.13245691e-01 -5.64961760e-02 -3.43678824e-01 1.48026813e-01
1.39982867e-01 4.25162900e-01]
[ 2.45117866e-01 2.60058831e-01 2.37441007e-01 1.17265012e-01
-3.18458867e-01 9.06580292e-02 -1.64911154e-01 1.61939015e-01
2.16748264e-01 5.18953075e-02]
[ -8.16017506e-02 1.93678817e-01 2.37651032e-01 2.66197094e-03
4.64295236e-03 1.35874342e-01 -7.18880026e-02 -1.54655115e-02
-4.40481760e-02 3.86220524e-02]
[ -1.00546202e-01 -1.58339455e-02 2.34995451e-02 8.65107519e-02
-3.16162838e-02 1.18841856e-01 2.68232885e-01 2.02628140e-02
-2.80115017e-01 -9.92263744e-02]
[ -2.09482445e-01 9.01150886e-03 -8.83280596e-02 -3.30628531e-01
1.36992130e-01 1.15333295e-01 7.23146854e-02 1.04202624e-01
-1.97395517e-01 4.61254613e-02]
[ 3.76421624e-02 -2.91193586e-01 -1.13870262e-01 -1.23065864e-01
2.50117205e-01 1.29830274e-02 9.06612479e-02 1.54325699e-01
-1.34652919e-01 -1.78625972e-01]
[ 1.56399785e-01 -1.18130607e-01 -1.34461224e-01 7.58391538e-03
1.16999436e-01 -6.54570046e-02 -4.81112393e-02 -1.47787572e-01
1.39978700e-01 -9.00463513e-02]
[ -1.21097448e-01 1.65312258e-01 2.56291357e-01 -2.85633182e-02
1.76036836e-01 9.12717350e-02 -2.16235719e-02 -2.98677426e-01
-1.27639595e-01 -6.19127969e-02]
[ -3.54583438e-01 1.01751042e-01 8.70249911e-03 -3.39796321e-02
1.37049689e-01 -1.66867007e-01 -4.60303979e-02 2.35210636e-01
-9.90326191e-02 7.78998746e-02]
[ 1.45607011e-01 1.12203807e-01 -2.41889012e-01 -1.01410815e-01
1.21691340e-01 -2.88178591e-01 8.42496279e-03 -1.67986133e-01
-1.04591816e-02 -1.94331792e-01]
[ 2.03625821e-01 -1.50384795e-01 5.73031022e-02 -3.39909891e-02
7.22849258e-02 -2.63330194e-02 -4.23047267e-03 -1.37022429e-01
1.01664275e-01 -1.88866274e-01]
[ -1.04245409e-01 -1.83286350e-02 1.20394401e-01 1.09446359e-01
1.05224575e-02 -1.11024699e-01 2.30883279e-01 -7.68049091e-02
1.85298822e-01 -2.27043843e-03]
[ 2.95867318e-02 -9.14678074e-02 2.19660351e-01 -2.06970062e-01
3.43951452e-02 1.01885889e-01 -2.83350052e-02 -1.12364639e-01
4.47412881e-02 2.68662382e-01]]
[[ 0.475207 ]
[ 1.23438084]
[ 0.22718324]
[ 0.67834165]
[-2.20292291]
[-0.25424185]
[-1.37650145]
[ 0.01628857]
[ 0.53128272]
[ 0.72754915]]
Progress: 14.0% ... Training loss: 0.342 ... Validation loss: 0.560[[ 1.58295358e-01 2.58241340e-01 -1.14943830e-01 1.04298855e-01
-5.51136840e-01 -6.79441979e-02 -9.21796342e-02 1.24696546e-01
-8.54439514e-02 2.03051761e-01]
[ 1.47872104e-02 1.70580734e-01 -2.02315168e-02 3.81503869e-02
1.01916612e-01 -5.24230346e-03 2.99509028e-01 4.12803274e-02
1.37536980e-01 -2.95683047e-02]
[ 2.03116621e-01 4.23394504e-01 3.58923408e-02 1.29341987e-01
1.79312721e-02 -6.72177231e-02 -5.29100186e-01 -3.25613522e-02
1.16229445e-01 3.71200618e-01]
[ -3.71467288e-02 -3.35329819e-01 -2.48206412e-01 -3.35216395e-03
6.84035323e-02 1.74266970e-01 1.68311255e-01 5.56628699e-02
2.18748264e-03 6.06139971e-02]
[ -2.22074525e-03 1.97241608e-01 -1.47471582e-01 4.23309166e-02
1.09049665e-01 -1.78439151e-01 1.35155648e-02 -1.20062731e-01
-1.91827495e-01 3.49919864e-02]
[ -3.46173124e-01 -2.90421736e-01 -2.86071812e-01 1.47499454e-01
1.42973054e-01 4.93540535e-02 -4.42570514e-03 -3.49615919e-02
-6.07646549e-03 3.45061498e-02]
[ -5.68598198e-03 -1.45962219e-01 8.71063469e-03 9.46578618e-02
-5.08029098e-02 -7.08539221e-02 1.69847168e-01 -1.89007961e-01
1.80736944e-01 3.72706162e-02]
[ 1.17511630e-01 -1.90926738e-01 3.42654815e-02 -6.25386296e-02
1.43687852e-01 -4.54956242e-02 3.05009888e-02 1.23246391e-01
7.23154189e-02 -1.01004127e-02]
[ -1.53159922e-01 -2.12872259e-02 -2.98677364e-01 2.33520048e-03
-9.66971775e-02 6.19292702e-02 -2.74858733e-01 -2.67176719e-02
2.76814176e-01 -9.53740549e-02]
[ 6.18976035e-02 -2.08766823e-01 8.80976576e-02 2.61315027e-02
1.50078201e-01 -1.04471285e-01 2.02516568e-02 -9.76656476e-02
-4.28246570e-03 1.43533969e-01]
[ -7.45188476e-02 1.17658645e-01 1.75088534e-04 -1.53928237e-01
1.24631305e-02 2.40630535e-02 6.13606109e-02 -1.01636592e-01
-1.94917637e-02 -1.19777644e-01]
[ -8.23633939e-02 3.61164819e-02 -5.80096903e-02 2.48820744e-02
2.47330088e-01 8.88783044e-02 -7.00172267e-02 -1.42752391e-02
-1.40671050e-01 -1.67575450e-01]
[ -1.55679437e-01 7.00919628e-03 6.25877936e-02 2.36349664e-02
-1.76939229e-01 -2.20429302e-01 -1.81610044e-01 -1.96915431e-01
8.86559710e-02 1.76257777e-01]
[ -2.10391704e-01 -1.25580824e-01 1.21938769e-01 2.76238215e-01
-1.45004095e-01 -8.53105389e-02 -1.39164479e-01 -2.54788615e-01
-2.03191046e-01 1.46503085e-02]
[ 1.16044525e-01 -4.25185641e-02 -1.85648766e-02 1.14319437e-01
-1.01501366e-02 -8.20295734e-02 1.05361781e-01 4.35434741e-03
2.86611240e-02 2.05023717e-02]
[ 3.51505883e-02 -3.46923530e-02 -2.12157369e-01 1.43954357e-01
-5.29692550e-02 8.98300012e-02 -9.06033064e-02 -2.00089366e-02
-9.80890958e-02 -5.60635267e-03]
[ -1.30196962e-01 -6.37504949e-02 -2.07927318e-01 1.44476572e-01
3.64078433e-03 1.38857017e-01 2.30197860e-02 -2.50447332e-01
5.76886371e-02 -2.12542593e-01]
[ -7.06392716e-02 -3.08709928e-02 2.76163010e-01 9.87347053e-02
1.16613453e-01 -6.20259765e-02 -1.33462285e-01 1.21065710e-01
6.88255977e-02 3.34916438e-02]
[ 4.15475453e-02 -3.29382756e-02 8.22423233e-02 7.43992787e-02
1.30346805e-01 -1.35459049e-02 2.80276448e-01 1.20354454e-01
-4.85280713e-02 -7.86337562e-02]
[ 1.70755373e-03 -1.60430755e-01 -2.92662345e-01 -5.52043810e-02
2.53646376e-01 -8.79079943e-02 1.85893200e-01 1.64473797e-01
1.01419206e-01 -3.68744798e-02]
[ 5.40044236e-02 2.28197283e-02 -1.17921772e-01 4.51643649e-02
-9.51427677e-02 3.24281627e-01 2.38613910e-01 2.05670566e-01
-1.64168820e-01 -5.13563377e-02]
[ 1.92614430e-02 1.84375783e-02 1.28638297e-01 1.26543122e-01
-7.46898869e-02 9.93699905e-02 -2.12958334e-01 -3.98175335e-02
2.23450886e-01 1.04377866e-01]
[ 1.03191893e-01 7.00603055e-02 -5.16048172e-02 -1.11278667e-01
-8.82886796e-02 -3.27246502e-01 1.14025842e-01 8.43408258e-03
1.35547605e-01 8.27351415e-02]
[ -9.66692234e-02 2.35924214e-02 -1.47679375e-02 2.45283930e-02
3.79641243e-03 -2.03238947e-01 -9.65811370e-02 -1.94994658e-02
1.54268933e-02 1.31345824e-01]
[ -1.30571527e-01 -1.89152617e-02 -1.91043460e-01 1.46537906e-02
-3.05458461e-01 -1.08875733e-02 -5.72708767e-02 -2.24864720e-02
1.76707223e-02 8.38417712e-02]
[ -4.63816385e-03 1.06954215e-02 -6.23637485e-02 -9.23830884e-02
4.19506882e-01 2.63739916e-01 4.56627804e-01 1.14701204e-01
-1.54261743e-01 -3.33166186e-01]
[ 1.40156105e-02 -2.62593374e-01 -1.48329597e-02 -3.08631257e-02
5.30174582e-01 8.64085963e-02 4.01321885e-01 9.33622149e-02
6.09317953e-02 -3.32116003e-01]
[ 3.37343378e-02 -3.32528423e-01 -3.21038152e-02 -7.65817119e-02
5.79654079e-01 1.29382799e-02 3.86687009e-01 5.00250999e-02
-3.37747948e-01 -1.81768616e-01]
[ -1.29400747e-01 -4.58512142e-01 9.23838658e-03 -1.49625994e-01
6.02580135e-01 -1.08373925e-01 4.83526914e-01 -7.99631446e-02
-2.65699457e-02 1.31730850e-01]
[ -2.56308241e-01 -2.78743640e-01 6.98103617e-02 -7.24322382e-03
7.99742993e-01 1.28613470e-01 2.99590677e-01 4.96987777e-02
-5.77276807e-02 -9.34752908e-02]
[ -1.47975961e-01 -1.34848665e-01 2.75184961e-01 -1.70832148e-01
4.39842754e-01 -6.88449950e-02 5.15682864e-01 1.66888042e-02
-1.99545740e-01 4.38583095e-02]
[ -9.06556229e-02 -1.10128401e-01 -1.62813487e-01 -4.94234993e-02
3.27944055e-01 -2.47348653e-01 6.18970340e-02 1.71790025e-01
2.98822317e-02 -6.56790943e-02]
[ 1.22024155e-01 2.52247000e-01 1.68519977e-01 -7.71625468e-02
-1.18757781e-01 4.54998733e-02 -1.65091666e-01 2.84804790e-01
8.41293112e-02 1.85827698e-01]
[ 3.36927309e-01 2.77922786e-01 -8.92509143e-02 3.02415847e-01
-8.84502289e-01 -2.83060718e-01 -4.36831060e-01 1.77399968e-01
3.67765245e-01 -5.91000909e-02]
[ 5.74585182e-02 1.71594530e-01 2.57378488e-01 2.66342462e-01
-1.03650024e-01 -2.00090507e-01 -2.04397636e-01 -1.31935525e-01
-1.28023184e-01 -2.70509788e-01]
[ 3.65235351e-02 -1.66619619e-02 -1.11698861e-01 -3.50377165e-02
1.96778108e-01 3.57101419e-02 -4.24282037e-02 -1.83298152e-01
4.96042732e-02 2.27758168e-01]
[ -1.26503183e-02 -8.71834946e-02 -7.25351388e-02 -7.02274358e-02
4.97252745e-02 -1.67722855e-01 1.25658806e-01 9.63040639e-03
2.30460586e-02 -1.02458223e-02]
[ 1.62848047e-02 3.09583664e-02 2.39478051e-01 5.65394593e-02
-1.70701358e-01 -1.26993047e-01 1.53871831e-01 3.94617391e-02
-1.99959386e-01 9.40364937e-02]
[ 4.90206749e-02 -2.92124305e-02 9.77407065e-02 -2.48841163e-02
-1.36437021e-01 8.17282649e-02 1.31428031e-01 -2.71766197e-01
-4.20093820e-02 -1.20199614e-01]
[ -3.31504069e-02 2.74347047e-02 7.46674883e-02 -6.09942846e-02
6.60226257e-02 1.92897691e-01 1.60827814e-01 1.17423290e-01
-4.49054884e-02 1.46781288e-01]
[ 2.14609630e-01 4.18901526e-02 2.61280444e-02 7.30140297e-02
8.42240906e-02 -1.83438817e-02 -1.35598921e-01 1.47947934e-01
-6.07464792e-02 -2.56805215e-02]
[ 1.08741264e-02 -1.00216162e-01 2.11956170e-03 -4.32277991e-03
-2.67020115e-01 -1.07076749e-01 -1.21081099e-01 3.95949361e-02
8.60587332e-02 1.52335490e-01]
[ -2.34300935e-02 4.33767884e-01 8.82774082e-02 3.19453229e-01
-8.20710908e-01 -2.76543243e-01 -5.16827049e-01 -7.65105935e-02
2.09965687e-01 2.47283344e-01]
[ 1.30208509e-01 4.35418095e-01 3.70666502e-02 3.44216200e-01
-6.17519284e-01 -5.71057598e-02 -3.46497861e-01 1.48067704e-01
1.41248365e-01 4.26701613e-01]
[ 2.45483772e-01 2.60983333e-01 2.37633883e-01 1.17840815e-01
-3.20312953e-01 9.04432443e-02 -1.65992033e-01 1.61952843e-01
2.17180218e-01 5.24994377e-02]
[ -8.15170039e-02 1.93851770e-01 2.37677699e-01 2.76353944e-03
4.33659552e-03 1.35838174e-01 -7.20436728e-02 -1.54631130e-02
-4.39667846e-02 3.86969210e-02]
[ -1.00854715e-01 -1.66536583e-02 2.33568787e-02 8.60638222e-02
-3.02075112e-02 1.19011387e-01 2.69128175e-01 2.02520799e-02
-2.80450925e-01 -9.96734744e-02]
[ -2.09622916e-01 8.52091778e-03 -8.83986319e-02 -3.30852804e-01
1.37697534e-01 1.15406418e-01 7.28196001e-02 1.04197716e-01
-1.97564902e-01 4.58995763e-02]
[ 3.72604430e-02 -2.92169267e-01 -1.14056715e-01 -1.23644522e-01
2.51892258e-01 1.31953917e-02 9.17578797e-02 1.54311998e-01
-1.35100581e-01 -1.79181394e-01]
[ 1.58575995e-01 -1.12400080e-01 -1.33369825e-01 1.08607547e-02
1.06555652e-01 -6.66326774e-02 -5.41824756e-02 -1.47710095e-01
1.42465021e-01 -8.67658655e-02]
[ -1.21099804e-01 1.65264288e-01 2.56294477e-01 -2.85617482e-02
1.76177707e-01 9.12665318e-02 -2.15968364e-02 -2.98677207e-01
-1.27643941e-01 -6.18976815e-02]
[ -3.52984753e-01 1.05088577e-01 9.47537549e-03 -3.16895565e-02
1.30068687e-01 -1.67662474e-01 -4.99659935e-02 2.35266947e-01
-9.71751194e-02 8.00381086e-02]
[ 1.45742146e-01 1.11813126e-01 -2.41777577e-01 -1.01152705e-01
1.20872871e-01 -2.88168274e-01 8.71295795e-03 -1.67979603e-01
-1.02055539e-02 -1.94202638e-01]
[ 2.04118871e-01 -1.49400773e-01 5.75771943e-02 -3.32698876e-02
7.04501193e-02 -2.66470469e-02 -5.18664434e-03 -1.37003235e-01
1.02174756e-01 -1.88166512e-01]
[ -1.04685525e-01 -1.92272977e-02 1.20223889e-01 1.08766454e-01
1.32135110e-02 -1.10801791e-01 2.31952921e-01 -7.68199429e-02
1.84793445e-01 -2.87616872e-03]
[ 2.94102795e-02 -9.22871694e-02 2.19604674e-01 -2.07171373e-01
3.43569310e-02 1.01972314e-01 -2.78367989e-02 -1.12369535e-01
4.45967612e-02 2.68536421e-01]]
[[ 0.49583022]
[ 1.25627442]
[ 0.24346172]
[ 0.69967933]
[-2.19341193]
[-0.24039774]
[-1.36420392]
[ 0.03332596]
[ 0.55326296]
[ 0.74833293]]
Progress: 14.1% ... Training loss: 0.354 ... Validation loss: 0.563[[ 1.56945892e-01 2.54768273e-01 -1.15578400e-01 1.02313415e-01
-5.43171359e-01 -6.72468835e-02 -8.77931530e-02 1.24610441e-01
-8.72131433e-02 2.00937252e-01]
[ 1.44920482e-02 1.69840919e-01 -2.03688515e-02 3.77624733e-02
1.02988531e-01 -5.11411033e-03 3.00330149e-01 4.12618660e-02
1.37229307e-01 -2.99986773e-02]
[ 2.00124403e-01 4.16038566e-01 3.43926111e-02 1.24803229e-01
3.18560348e-02 -6.56542516e-02 -5.20330683e-01 -3.27723518e-02
1.12688087e-01 3.66655695e-01]
[ -3.99664295e-02 -3.42053153e-01 -2.49565847e-01 -7.41836789e-03
8.13595794e-02 1.75554583e-01 1.75169935e-01 5.54585838e-02
-1.27987322e-03 5.63169461e-02]
[ -4.93625578e-03 1.91060218e-01 -1.48850326e-01 3.83568456e-02
1.19554669e-01 -1.77140338e-01 1.98686235e-02 -1.20251718e-01
-1.94599372e-01 3.09681653e-02]
[ -3.46483711e-01 -2.91632468e-01 -2.86229564e-01 1.47048512e-01
1.44506615e-01 4.95165876e-02 -3.28227705e-03 -3.49829022e-02
-6.43062296e-03 3.39185347e-02]
[ -7.54940379e-03 -1.50534700e-01 7.76644113e-03 9.19370888e-02
-4.14767862e-02 -6.99558869e-02 1.75039005e-01 -1.89129792e-01
1.78594096e-01 3.43976329e-02]
[ 1.15781734e-01 -1.95611748e-01 3.33972651e-02 -6.50930590e-02
1.51699616e-01 -4.46009205e-02 3.56283247e-02 1.23122041e-01
7.02472053e-02 -1.28662308e-02]
[ -1.52947969e-01 -2.08562393e-02 -2.98563566e-01 2.60196740e-03
-9.65809821e-02 6.18209750e-02 -2.75219821e-01 -2.67017245e-02
2.76924841e-01 -9.51905562e-02]
[ 6.10760317e-02 -2.11622208e-01 8.76467369e-02 2.48328187e-02
1.55277238e-01 -1.04006903e-01 2.35346597e-02 -9.77259086e-02
-5.35213222e-03 1.42032083e-01]
[ -7.59972471e-02 1.13977442e-01 -5.61190814e-04 -1.56088042e-01
2.01764578e-02 2.47477577e-02 6.53227137e-02 -1.01732705e-01
-2.12606544e-02 -1.22199276e-01]
[ -8.37553744e-02 3.26158324e-02 -5.86788536e-02 2.28811855e-02
2.53405368e-01 8.95761964e-02 -6.61608199e-02 -1.43704089e-02
-1.42287046e-01 -1.69694850e-01]
[ -1.55679437e-01 7.00919628e-03 6.25877936e-02 2.36349664e-02
-1.76939229e-01 -2.20429302e-01 -1.81610044e-01 -1.96915431e-01
8.86559710e-02 1.76257777e-01]
[ -2.10565445e-01 -1.26052878e-01 1.21852851e-01 2.76015467e-01
-1.44196908e-01 -8.52321223e-02 -1.38699739e-01 -2.54799332e-01
-2.03354062e-01 1.43980439e-02]
[ 1.16181932e-01 -4.24109985e-02 -1.84893026e-02 1.14517794e-01
-1.07593085e-02 -8.20952788e-02 1.05197659e-01 4.36409129e-03
2.88045912e-02 2.06653339e-02]
[ 3.41915512e-02 -3.70825663e-02 -2.12625071e-01 1.42586292e-01
-4.87737062e-02 9.03011516e-02 -8.79270553e-02 -2.00730208e-02
-9.91631164e-02 -7.01251539e-03]
[ -1.30500093e-01 -6.42239881e-02 -2.08067321e-01 1.44038384e-01
5.64355156e-03 1.38971430e-01 2.35847077e-02 -2.50463710e-01
5.72796379e-02 -2.13028705e-01]
[ -7.15033493e-02 -3.33458269e-02 2.75682738e-01 9.74207678e-02
1.20967123e-01 -6.15730571e-02 -1.30736877e-01 1.21005353e-01
6.78516923e-02 3.20777748e-02]
[ 4.13688916e-02 -3.33755919e-02 8.21663553e-02 7.41650637e-02
1.30914622e-01 -1.34581551e-02 2.80781525e-01 1.20343270e-01
-4.87150225e-02 -7.88952990e-02]
[ 1.04935168e-03 -1.62363221e-01 -2.93003923e-01 -5.62315404e-02
2.57139082e-01 -8.75386817e-02 1.88025878e-01 1.64424818e-01
1.00590335e-01 -3.79335931e-02]
[ 5.34459346e-02 2.14245308e-02 -1.18190712e-01 4.43716552e-02
-9.26726815e-02 3.24549977e-01 2.40197580e-01 2.05631528e-01
-1.64814911e-01 -5.22312981e-02]
[ 1.89361775e-02 1.76205517e-02 1.28476580e-01 1.26022393e-01
-7.26671859e-02 9.95288965e-02 -2.12017759e-01 -3.98410999e-02
2.22944999e-01 1.03827855e-01]
[ 1.02691998e-01 6.88030024e-02 -5.18357282e-02 -1.11977321e-01
-8.60867908e-02 -3.27006092e-01 1.15404904e-01 8.40095485e-03
1.35019658e-01 8.19752456e-02]
[ -9.65124523e-02 2.39973270e-02 -1.46746765e-02 2.47326508e-02
3.13770629e-03 -2.03310441e-01 -9.68773176e-02 -1.94894026e-02
1.55980927e-02 1.31538895e-01]
[ -1.30037165e-01 -1.78150656e-02 -1.90815649e-01 1.54082036e-02
-3.07317310e-01 -1.11450238e-02 -5.86814433e-02 -2.24503931e-02
1.82171903e-02 8.45067513e-02]
[ -4.65400450e-03 1.05281410e-02 -6.23774621e-02 -9.24203806e-02
4.19637039e-01 2.63752698e-01 4.56816150e-01 1.14699584e-01
-1.54288606e-01 -3.33235236e-01]
[ 1.38592044e-02 -2.63035287e-01 -1.49110678e-02 -3.10862823e-02
5.30798961e-01 8.64831711e-02 4.01754435e-01 9.33518637e-02
6.07739759e-02 -3.32357409e-01]
[ 3.37564397e-02 -3.32476429e-01 -3.20930367e-02 -7.65500841e-02
5.79575112e-01 1.29282931e-02 3.86634931e-01 5.00264983e-02
-3.37727812e-01 -1.81739634e-01]
[ -1.29580001e-01 -4.59012387e-01 9.15336879e-03 -1.49864241e-01
6.03331717e-01 -1.08293791e-01 4.84050476e-01 -7.99746460e-02
-2.67521332e-02 1.31518187e-01]
[ -2.56907473e-01 -2.80149233e-01 6.95062671e-02 -8.12691795e-03
8.02168541e-01 1.28908958e-01 3.01270812e-01 4.96582832e-02
-5.84199620e-02 -9.44086846e-02]
[ -1.48519610e-01 -1.36199548e-01 2.74907490e-01 -1.71640918e-01
4.42062365e-01 -6.85733220e-02 5.17195983e-01 1.66505915e-02
-2.00172371e-01 4.30469039e-02]
[ -9.05875843e-02 -1.09979270e-01 -1.62775307e-01 -4.92981043e-02
3.27608799e-01 -2.47387574e-01 6.16968761e-02 1.71795560e-01
2.99713111e-02 -6.55671965e-02]
[ 1.22249200e-01 2.53053558e-01 1.68656817e-01 -7.67643516e-02
-1.19905540e-01 4.53675820e-02 -1.65939559e-01 2.84820131e-01
8.43916607e-02 1.86193896e-01]
[ 3.37367138e-01 2.78644712e-01 -8.91236335e-02 3.02900821e-01
-8.84181866e-01 -2.83288553e-01 -4.38023597e-01 1.77422621e-01
3.68035549e-01 -5.86867820e-02]
[ 5.71720839e-02 1.70807948e-01 2.57247208e-01 2.65965994e-01
-1.02371192e-01 -1.99955384e-01 -2.03654999e-01 -1.31954641e-01
-1.28340270e-01 -2.70978482e-01]
[ 3.60619098e-02 -1.78637914e-02 -1.11906113e-01 -3.57053842e-02
1.98806939e-01 3.59408461e-02 -4.11580901e-02 -1.83329223e-01
4.91024371e-02 2.27036461e-01]
[ -1.23649469e-02 -8.64983271e-02 -7.24047303e-02 -6.98331456e-02
4.85252336e-02 -1.67864573e-01 1.24877559e-01 9.64887563e-03
2.33407509e-02 -9.81334030e-03]
[ 1.60980987e-02 3.05363514e-02 2.39386737e-01 5.62442868e-02
-1.69770245e-01 -1.26889131e-01 1.54438223e-01 3.94481776e-02
-2.00194380e-01 9.37328079e-02]
[ 4.93717197e-02 -2.83653358e-02 9.79131613e-02 -2.43790145e-02
-1.38066724e-01 8.15602760e-02 1.30501821e-01 -2.71742863e-01
-4.15916504e-02 -1.19657339e-01]
[ -3.34066942e-02 2.69439839e-02 7.45366991e-02 -6.13830783e-02
6.72457836e-02 1.93027472e-01 1.61453909e-01 1.17404461e-01
-4.52158782e-02 1.46437237e-01]
[ 2.13849835e-01 4.01699521e-02 2.57465013e-02 7.19156146e-02
8.76871773e-02 -1.79865362e-02 -1.33570771e-01 1.47899666e-01
-6.16147836e-02 -2.68607818e-02]
[ 1.09232000e-02 -1.00117969e-01 2.14780746e-03 -4.22946524e-03
-2.67303311e-01 -1.07105129e-01 -1.21190987e-01 3.95995060e-02
8.61343913e-02 1.52389424e-01]
[ -2.24770922e-02 4.35763510e-01 8.87522147e-02 3.20794979e-01
-8.24150593e-01 -2.76938580e-01 -5.18780530e-01 -7.64403418e-02
2.10982311e-01 2.48621227e-01]
[ 1.30220894e-01 4.35390262e-01 3.70864060e-02 3.44246869e-01
-6.17755838e-01 -5.71104172e-02 -3.46396431e-01 1.48068173e-01
1.41259115e-01 4.26743979e-01]
[ 2.45558004e-01 2.61073909e-01 2.37667815e-01 1.17937066e-01
-3.20578119e-01 9.04089231e-02 -1.66149380e-01 1.61957399e-01
2.17256381e-01 5.25980764e-02]
[ -8.22229286e-02 1.92111046e-01 2.37339910e-01 1.74578186e-03
7.39469343e-03 1.36177510e-01 -7.01900089e-02 -1.55113866e-02
-4.47381675e-02 3.76680762e-02]
[ -1.01395795e-01 -1.80543994e-02 2.30931704e-02 8.53179517e-02
-2.78919212e-02 1.19267700e-01 2.70659989e-01 2.02179490e-02
-2.81015374e-01 -1.00500767e-01]
[ -2.09804386e-01 8.07623425e-03 -8.84843884e-02 -3.31109403e-01
1.38511224e-01 1.15496825e-01 7.33411843e-02 1.04185040e-01
-1.97775003e-01 4.56138708e-02]
[ 3.59620731e-02 -2.95551526e-01 -1.14697924e-01 -1.25567561e-01
2.57912130e-01 1.38462281e-02 9.55006401e-02 1.54221984e-01
-1.36624298e-01 -1.81224118e-01]
[ 1.56927356e-01 -1.16970988e-01 -1.34232370e-01 8.34211500e-03
1.14308156e-01 -6.57947135e-02 -4.95511473e-02 -1.47834391e-01
1.40582329e-01 -8.94141528e-02]
[ -1.22680034e-01 1.61400753e-01 2.55532826e-01 -3.07826956e-02
1.82907196e-01 9.20191674e-02 -1.72424517e-02 -2.98782217e-01
-1.29381066e-01 -6.42386968e-02]
[ -3.53269093e-01 1.04319510e-01 9.32197125e-03 -3.21496254e-02
1.31505400e-01 -1.67495869e-01 -4.90062628e-02 2.35247717e-01
-9.75341381e-02 7.95520416e-02]
[ 1.45972209e-01 1.12357287e-01 -2.41638119e-01 -1.00710202e-01
1.20421164e-01 -2.88287930e-01 8.35509305e-03 -1.67954248e-01
-9.99323671e-03 -1.93927658e-01]
[ 2.03755608e-01 -1.50372832e-01 5.73816170e-02 -3.38283952e-02
7.30350834e-02 -2.64716242e-02 -4.18922191e-03 -1.37029991e-01
1.01690572e-01 -1.88835669e-01]
[ -1.03967028e-01 -1.76851304e-02 1.20544548e-01 1.09655574e-01
1.14224569e-02 -1.11125498e-01 2.30363613e-01 -7.67715127e-02
1.85428417e-01 -1.96555708e-03]
[ 2.86462397e-02 -9.42351654e-02 2.19261371e-01 -2.08204210e-01
3.70836658e-02 1.02330027e-01 -2.57309788e-02 -1.12419572e-01
4.37579394e-02 2.67452438e-01]]
[[ 0.47929281]
[ 1.24228873]
[ 0.22948466]
[ 0.68406077]
[-2.21647248]
[-0.25681362]
[-1.38052386]
[ 0.01913169]
[ 0.53987776]
[ 0.73116597]]
Progress: 14.1% ... Training loss: 0.341 ... Validation loss: 0.555[[ 1.57504748e-01 2.55366890e-01 -1.15334373e-01 1.03107533e-01
-5.44439083e-01 -6.75000956e-02 -8.76203159e-02 1.24642873e-01
-8.64233574e-02 2.01004452e-01]
[ 1.44920482e-02 1.69840919e-01 -2.03688515e-02 3.77624733e-02
1.02988531e-01 -5.11411033e-03 3.00330149e-01 4.12618660e-02
1.37229307e-01 -2.99986773e-02]
[ 2.01542188e-01 4.19023690e-01 3.50301944e-02 1.26632301e-01
2.67052853e-02 -6.62173788e-02 -5.22373725e-01 -3.27078216e-02
1.14315917e-01 3.67512370e-01]
[ -4.13358453e-02 -3.46147998e-01 -2.50134742e-01 -9.64542784e-03
8.66723838e-02 1.76472800e-01 1.78484535e-01 5.53893849e-02
-2.92459480e-03 5.46562009e-02]
[ -5.23637349e-03 1.89512931e-01 -1.48935204e-01 3.79940133e-02
1.19936044e-01 -1.77085721e-01 2.16756267e-02 -1.20259872e-01
-1.94895334e-01 2.97597249e-02]
[ -3.46823409e-01 -2.92564911e-01 -2.86374895e-01 1.46590972e-01
1.46105044e-01 4.95936693e-02 -2.08022336e-03 -3.49935138e-02
-6.74703828e-03 3.34258099e-02]
[ -8.71123254e-03 -1.53760159e-01 7.16638073e-03 9.02858504e-02
-3.59592313e-02 -6.93183399e-02 1.78866585e-01 -1.89173637e-01
1.77286097e-01 3.25177048e-02]
[ 1.15914531e-01 -1.95838127e-01 3.34691757e-02 -6.49987006e-02
1.51307117e-01 -4.45813788e-02 3.63206207e-02 1.23129872e-01
7.04757947e-02 -1.33299555e-02]
[ -1.52004318e-01 -1.87574162e-02 -2.98047864e-01 3.97818889e-03
-1.00457963e-01 6.13213461e-02 -2.77590972e-01 -2.66617690e-02
2.77946124e-01 -9.38948371e-02]
[ 6.21141656e-02 -2.09905634e-01 8.81246336e-02 2.62626835e-02
1.51835792e-01 -1.04527032e-01 2.25404510e-02 -9.76751671e-02
-4.06131489e-03 1.42713101e-01]
[ -7.59129818e-02 1.14027293e-01 -5.14214860e-04 -1.55962272e-01
1.97538242e-02 2.46745145e-02 6.51774070e-02 -1.01728071e-01
-2.11695935e-02 -1.22049970e-01]
[ -8.53028522e-02 2.85639503e-02 -5.93615055e-02 2.06873525e-02
2.60115951e-01 9.04041103e-02 -6.16705253e-02 -1.44324538e-02
-1.44043466e-01 -1.72065833e-01]
[ -1.55679437e-01 7.00919628e-03 6.25877936e-02 2.36349664e-02
-1.76939229e-01 -2.20429302e-01 -1.81610044e-01 -1.96915431e-01
8.86559710e-02 1.76257777e-01]
[ -2.10778723e-01 -1.26716138e-01 1.21754758e-01 2.75733743e-01
-1.43188119e-01 -8.51247707e-02 -1.37989433e-01 -2.54807580e-01
-2.03580569e-01 1.40397612e-02]
[ 1.15409056e-01 -4.42163004e-02 -1.88487555e-02 1.13450511e-01
-7.34689580e-03 -8.17567874e-02 1.07377826e-01 4.33465108e-03
2.79468246e-02 1.95405239e-02]
[ 3.52812126e-02 -3.45389531e-02 -2.12122907e-01 1.44093513e-01
-5.35262756e-02 8.96983023e-02 -9.08310793e-02 -2.00285745e-02
-9.78922787e-02 -5.37864715e-03]
[ -1.30686228e-01 -6.47813450e-02 -2.08158341e-01 1.43796276e-01
6.48405626e-03 1.39058184e-01 2.41313787e-02 -2.50471097e-01
5.70735253e-02 -2.13292487e-01]
[ -7.18221516e-02 -3.44492819e-02 2.75492836e-01 9.69789011e-02
1.22525383e-01 -6.13688708e-02 -1.29258785e-01 1.20995099e-01
6.75126472e-02 3.14676713e-02]
[ 4.07203947e-02 -3.47534377e-02 8.18848218e-02 7.33493706e-02
1.33484061e-01 -1.31536945e-02 2.82465988e-01 1.20321170e-01
-4.93869256e-02 -7.98749424e-02]
[ 1.32777611e-03 -1.62022406e-01 -2.92892807e-01 -5.59203414e-02
2.56110576e-01 -8.76065973e-02 1.87722288e-01 1.64435857e-01
1.00913014e-01 -3.77945418e-02]
[ 5.27052884e-02 1.95213611e-02 -1.18525997e-01 4.32916081e-02
-8.92183593e-02 3.24937372e-01 2.42302713e-01 2.05601534e-01
-1.65677519e-01 -5.34281599e-02]
[ 1.88453758e-02 1.72281813e-02 1.28431044e-01 1.25780473e-01
-7.19735261e-02 9.96313707e-02 -2.11123942e-01 -3.98452659e-02
2.22884142e-01 1.03392897e-01]
[ 1.03652360e-01 7.10734053e-02 -5.13471851e-02 -1.10552691e-01
-8.99549157e-02 -3.27527646e-01 1.12917525e-01 8.44189112e-03
1.36075417e-01 8.33289676e-02]
[ -9.59283226e-02 2.53743268e-02 -1.43966519e-02 2.55682689e-02
4.46186929e-04 -2.03618102e-01 -9.85480120e-02 -1.94664398e-02
1.62328204e-02 1.32424276e-01]
[ -1.30403784e-01 -1.88295944e-02 -1.90952452e-01 1.48619799e-02
-3.05667474e-01 -1.09416150e-02 -5.75636262e-02 -2.24648573e-02
1.77834431e-02 8.39225118e-02]
[ -5.12252857e-03 9.30241562e-03 -6.26098428e-02 -9.30979365e-02
4.21807930e-01 2.63976794e-01 4.58124117e-01 1.14680908e-01
-1.54819367e-01 -3.33946152e-01]
[ 1.33836839e-02 -2.64209066e-01 -1.51445554e-02 -3.17890476e-02
5.33020361e-01 8.67454844e-02 4.03140626e-01 9.33322058e-02
6.02540287e-02 -3.33118182e-01]
[ 3.36542503e-02 -3.32788254e-01 -3.21435706e-02 -7.66999752e-02
5.79998413e-01 1.29842496e-02 3.86938261e-01 5.00224511e-02
-3.37845055e-01 -1.81908645e-01]
[ -1.29850632e-01 -4.59690279e-01 9.02646098e-03 -1.50256111e-01
6.04523428e-01 -1.08148855e-01 4.84914613e-01 -7.99859088e-02
-2.70455776e-02 1.31121321e-01]
[ -2.57423317e-01 -2.81391291e-01 6.92663462e-02 -8.85685540e-03
8.04393002e-01 1.29186485e-01 3.02625869e-01 4.96380018e-02
-5.89901523e-02 -9.51899018e-02]
[ -1.48855319e-01 -1.37126015e-01 2.74751264e-01 -1.72121660e-01
4.43546729e-01 -6.83879570e-02 5.18122982e-01 1.66372775e-02
-2.00538673e-01 4.25638261e-02]
[ -9.04814042e-02 -1.09719555e-01 -1.62726959e-01 -4.91418094e-02
3.27147341e-01 -2.47442020e-01 6.13960016e-02 1.71799881e-01
3.00920394e-02 -6.54028929e-02]
[ 1.22307081e-01 2.52935525e-01 1.68659643e-01 -7.67600895e-02
-1.19950853e-01 4.53647759e-02 -1.66059045e-01 2.84821674e-01
8.44353072e-02 1.86285944e-01]
[ 3.36667050e-01 2.77061361e-01 -8.94497079e-02 3.01932369e-01
-8.81124630e-01 -2.82987423e-01 -4.36076491e-01 1.77395860e-01
3.67260032e-01 -5.97058722e-02]
[ 5.69004454e-02 1.70138382e-01 2.57145745e-01 2.65571866e-01
-1.01013524e-01 -1.99805352e-01 -2.03006237e-01 -1.31966330e-01
-1.28679714e-01 -2.71425921e-01]
[ 3.63211722e-02 -1.71602061e-02 -1.11795634e-01 -3.53021532e-02
1.97506546e-01 3.57906661e-02 -4.19096080e-02 -1.83318703e-01
4.93929824e-02 2.27500501e-01]
[ -1.26890728e-02 -8.72071469e-02 -7.25472586e-02 -7.02914914e-02
5.00314755e-02 -1.67702820e-01 1.25820787e-01 9.63540080e-03
2.29783865e-02 -1.02920401e-02]
[ 1.68748954e-02 3.24582519e-02 2.39763161e-01 5.73879122e-02
-1.73338893e-01 -1.27300839e-01 1.52214915e-01 3.94805517e-02
-1.99284540e-01 9.48263157e-02]
[ 4.90840597e-02 -2.92347809e-02 9.77489059e-02 -2.48036819e-02
-1.36786410e-01 8.17129055e-02 1.31404856e-01 -2.71753460e-01
-4.19166385e-02 -1.20165009e-01]
[ -3.37180281e-02 2.60196737e-02 7.43790101e-02 -6.18969692e-02
6.89457843e-02 1.93208005e-01 1.62353452e-01 1.17390850e-01
-4.56014731e-02 1.45928917e-01]
[ 2.14997384e-01 4.31671483e-02 2.63053227e-02 7.37417723e-02
8.17326715e-02 -1.86721014e-02 -1.36665715e-01 1.47951641e-01
-6.01759683e-02 -2.52131440e-02]
[ 1.08423109e-02 -1.00256237e-01 2.10826604e-03 -4.34419060e-03
-2.66934970e-01 -1.07061458e-01 -1.20950438e-01 3.95963481e-02
8.60424565e-02 1.52278180e-01]
[ -2.10637925e-02 4.38536394e-01 8.94491704e-02 3.22644577e-01
-8.29491844e-01 -2.77555477e-01 -5.21302289e-01 -7.63831543e-02
2.12537999e-01 2.50223051e-01]
[ 1.30838049e-01 4.36860394e-01 3.74071106e-02 3.45163218e-01
-6.20091929e-01 -5.74363538e-02 -3.47820631e-01 1.48096098e-01
1.41925722e-01 4.27541887e-01]
[ 2.45405548e-01 2.60699179e-01 2.37595380e-01 1.17722243e-01
-3.19939163e-01 9.04843903e-02 -1.65721233e-01 1.61951403e-01
2.17089785e-01 5.23676228e-02]
[ -8.21415757e-02 1.92292149e-01 2.37382963e-01 1.85775731e-03
7.05615106e-03 1.36133907e-01 -7.03990906e-02 -1.55080007e-02
-4.46389866e-02 3.77842787e-02]
[ -1.01314252e-01 -1.78602717e-02 2.31359520e-02 8.54456551e-02
-2.83110708e-02 1.19220658e-01 2.70458275e-01 2.02212033e-02
-2.80915938e-01 -1.00373683e-01]
[ -2.09881121e-01 7.76225461e-03 -8.85333933e-02 -3.31235492e-01
1.38953926e-01 1.15544186e-01 7.36473937e-02 1.04181856e-01
-1.97859056e-01 4.54894884e-02]
[ 3.53693192e-02 -2.97079376e-01 -1.14963647e-01 -1.26397076e-01
2.60456397e-01 1.41561834e-02 9.72380452e-02 1.54198539e-01
-1.37294946e-01 -1.82140173e-01]
[ 1.57413357e-01 -1.15776598e-01 -1.34059628e-01 8.90166655e-03
1.12471446e-01 -6.60281044e-02 -5.07481825e-02 -1.47816518e-01
1.41104983e-01 -8.86412674e-02]
[ -1.23676741e-01 1.58981415e-01 2.55088285e-01 -3.21763556e-02
1.87425591e-01 9.25301625e-02 -1.45304028e-02 -2.98821591e-01
-1.30525241e-01 -6.57790714e-02]
[ -3.52826694e-01 1.04635708e-01 9.55081578e-03 -3.16635972e-02
1.29895247e-01 -1.67621450e-01 -4.90846421e-02 2.35265686e-01
-9.70247844e-02 7.97257666e-02]
[ 1.44785171e-01 1.09375177e-01 -2.42157554e-01 -1.02422482e-01
1.25662706e-01 -2.87650005e-01 1.17953226e-02 -1.68002359e-01
-1.13281663e-02 -1.95755498e-01]
[ 2.04350837e-01 -1.49294935e-01 5.76381798e-02 -3.30673058e-02
7.15748831e-02 -2.67586356e-02 -5.08251360e-03 -1.37004445e-01
1.02203344e-01 -1.88113034e-01]
[ -1.04685021e-01 -1.94348911e-02 1.20204994e-01 1.08629159e-01
1.47915564e-02 -1.10739815e-01 2.32297810e-01 -7.68003417e-02
1.84661576e-01 -3.06840752e-03]
[ 2.95992703e-02 -9.19578989e-02 2.19748972e-01 -2.06516722e-01
3.17081975e-02 1.01675948e-01 -2.82979698e-02 -1.12371316e-01
4.50845631e-02 2.68713599e-01]]
[[ 0.48033389]
[ 1.24557795]
[ 0.22928563]
[ 0.68385205]
[-2.22371095]
[-0.26050591]
[-1.38875093]
[ 0.01849867]
[ 0.54074248]
[ 0.73536767]]
Progress: 14.2% ... Training loss: 0.340 ... Validation loss: 0.552[[ 1.55499503e-01 2.50134848e-01 -1.16316527e-01 1.00068300e-01
-5.34916083e-01 -6.63946442e-02 -8.13389671e-02 1.24560439e-01
-8.88353414e-02 1.97740252e-01]
[ 1.43316929e-02 1.69487824e-01 -2.04272156e-02 3.76025791e-02
1.03419224e-01 -5.05090039e-03 3.00834838e-01 4.12567785e-02
1.37094477e-01 -3.02178545e-02]
[ 2.00332132e-01 4.15965833e-01 3.43793951e-02 1.24487070e-01
3.28108615e-02 -6.55753731e-02 -5.19267429e-01 -3.27653675e-02
1.12695757e-01 3.65613306e-01]
[ -3.92685344e-02 -3.40773063e-01 -2.49108857e-01 -6.45962405e-03
7.63658530e-02 1.75407575e-01 1.73045310e-01 5.54726277e-02
-6.32293713e-04 5.78497357e-02]
[ -5.56003262e-03 1.88577880e-01 -1.49060918e-01 3.75345446e-02
1.21700153e-01 -1.76930956e-01 2.27011007e-02 -1.20272446e-01
-1.95191520e-01 2.91928085e-02]
[ -3.48089337e-01 -2.95721900e-01 -2.86976503e-01 1.44805935e-01
1.52129173e-01 5.02872795e-02 1.72581821e-03 -3.50432264e-02
-8.16339778e-03 3.14385477e-02]
[ -9.61555237e-03 -1.55888399e-01 6.74858441e-03 8.90817293e-02
-3.21825110e-02 -6.88854571e-02 1.81455545e-01 -1.89205875e-01
1.76256116e-01 3.12227768e-02]
[ 1.15156588e-01 -1.98088031e-01 3.30430394e-02 -6.64249462e-02
1.55440744e-01 -4.41348313e-02 3.88714679e-02 1.23091631e-01
6.93615100e-02 -1.47717333e-02]
[ -1.52847933e-01 -2.09673478e-02 -2.98434869e-01 2.75761289e-03
-9.64770327e-02 6.17909567e-02 -2.75127094e-01 -2.66945476e-02
2.76998926e-01 -9.52172944e-02]
[ 5.93578674e-02 -2.17364684e-01 8.67403456e-02 2.19441057e-02
1.65552930e-01 -1.02996139e-01 3.10697308e-02 -9.77899535e-02
-7.44825410e-03 1.38178612e-01]
[ -7.59101559e-02 1.14209948e-01 -4.79577519e-04 -1.55886943e-01
1.96633292e-02 2.46463297e-02 6.52270787e-02 -1.01726851e-01
-2.11582455e-02 -1.22038610e-01]
[ -8.63211856e-02 2.60952804e-02 -5.98444002e-02 1.92946218e-02
2.64404715e-01 9.09440531e-02 -5.88397509e-02 -1.44718587e-02
-1.45175698e-01 -1.73589129e-01]
[ -1.55679437e-01 7.00919628e-03 6.25877936e-02 2.36349664e-02
-1.76939229e-01 -2.20429302e-01 -1.81610044e-01 -1.96915431e-01
8.86559710e-02 1.76257777e-01]
[ -2.10695256e-01 -1.26423272e-01 1.21812582e-01 2.75904556e-01
-1.43580458e-01 -8.51940959e-02 -1.38201335e-01 -2.54803762e-01
-2.03458921e-01 1.41772971e-02]
[ 1.15332883e-01 -4.43733427e-02 -1.88933501e-02 1.13325581e-01
-6.78500767e-03 -8.17002275e-02 1.07602726e-01 4.33132451e-03
2.78475980e-02 1.93901914e-02]
[ 3.38000950e-02 -3.83682234e-02 -2.12834039e-01 1.41942951e-01
-4.65950497e-02 9.05162424e-02 -8.64760940e-02 -2.00870551e-02
-9.95880203e-02 -7.68665269e-03]
[ -1.30868669e-01 -6.52067614e-02 -2.08247273e-01 1.43528754e-01
7.34529232e-03 1.39143581e-01 2.47102500e-02 -2.50477007e-01
5.68612882e-02 -2.13583814e-01]
[ -7.17519596e-02 -3.42188874e-02 2.75542272e-01 9.71038032e-02
1.22107432e-01 -6.14228408e-02 -1.29488088e-01 1.20998873e-01
6.75890816e-02 3.16589881e-02]
[ 4.02979595e-02 -3.56800046e-02 8.16823179e-02 7.27996045e-02
1.35155084e-01 -1.29455942e-02 2.83593015e-01 1.20304836e-01
-4.98685681e-02 -8.04575683e-02]
[ 4.31042661e-04 -1.64061916e-01 -2.93374984e-01 -5.73597685e-02
2.60791095e-01 -8.71474988e-02 1.89982554e-01 1.64396203e-01
9.97684143e-02 -3.90471051e-02]
[ 5.23876038e-02 1.80417626e-02 -1.18706535e-01 4.26707948e-02
-8.74788753e-02 3.25165546e-01 2.43793219e-01 2.05584769e-01
-1.66125742e-01 -5.42491619e-02]
[ 1.91678396e-02 1.81894835e-02 1.28608984e-01 1.26252404e-01
-7.35704443e-02 9.94562003e-02 -2.11898672e-01 -3.98312263e-02
2.23256750e-01 1.03798440e-01]
[ 1.03395404e-01 7.03340820e-02 -5.14601320e-02 -1.10919759e-01
-8.88292204e-02 -3.27382446e-01 1.13674947e-01 8.43173907e-03
1.35777163e-01 8.29186705e-02]
[ -9.60909187e-02 2.49602719e-02 -1.44672300e-02 2.53364807e-02
1.27080492e-03 -2.03524256e-01 -9.80631871e-02 -1.94724458e-02
1.60495147e-02 1.32167122e-01]
[ -1.30855576e-01 -2.00484388e-02 -1.91176798e-01 1.42102295e-02
-3.03740548e-01 -1.06948151e-02 -5.62167669e-02 -2.24828322e-02
1.72681598e-02 8.32149983e-02]
[ -5.26990863e-03 8.94854949e-03 -6.26747926e-02 -9.33015010e-02
4.22539787e-01 2.64057646e-01 4.58596007e-01 1.14675358e-01
-1.54968241e-01 -3.34194667e-01]
[ 1.34251745e-02 -2.64192150e-01 -1.51230441e-02 -3.17319765e-02
5.32845688e-01 8.67227992e-02 4.03036521e-01 9.33337993e-02
6.02869201e-02 -3.33059594e-01]
[ 3.32097224e-02 -3.33994976e-01 -3.23693845e-02 -7.73792812e-02
5.82024044e-01 1.32339022e-02 3.88392915e-01 5.00039784e-02
-3.38391813e-01 -1.82639560e-01]
[ -1.30247171e-01 -4.60700796e-01 8.83028514e-03 -1.50854626e-01
6.06203084e-01 -1.07932987e-01 4.86066157e-01 -8.00021724e-02
-2.75151309e-02 1.30513251e-01]
[ -2.57741223e-01 -2.82070221e-01 6.91284998e-02 -9.26169348e-03
8.05764658e-01 1.29331737e-01 3.03581053e-01 4.96270409e-02
-5.92965619e-02 -9.56314188e-02]
[ -1.49647611e-01 -1.39105395e-01 2.74374638e-01 -1.73269855e-01
4.47171969e-01 -6.79570422e-02 5.20366666e-01 1.66063374e-02
-2.01443095e-01 4.14109977e-02]
[ -9.04953880e-02 -1.09767101e-01 -1.62733033e-01 -4.91612210e-02
3.27197425e-01 -2.47435116e-01 6.14325846e-02 1.71799341e-01
3.00741321e-02 -6.54201819e-02]
[ 1.22429684e-01 2.53405960e-01 1.68717861e-01 -7.65917827e-02
-1.20470203e-01 4.53028399e-02 -1.66452088e-01 2.84826182e-01
8.45574158e-02 1.86458592e-01]
[ 3.36499346e-01 2.76450553e-01 -8.95588186e-02 3.01639813e-01
-8.80172191e-01 -2.82858786e-01 -4.35452827e-01 1.77386543e-01
3.66940596e-01 -6.00368818e-02]
[ 5.70218923e-02 1.70457062e-01 2.57199759e-01 2.65740789e-01
-1.01557066e-01 -1.99867514e-01 -2.03346573e-01 -1.31961727e-01
-1.28546862e-01 -2.71256704e-01]
[ 3.60330622e-02 -1.79661968e-02 -1.11945062e-01 -3.57556947e-02
1.98976284e-01 3.59577959e-02 -4.10613601e-02 -1.83331020e-01
4.90442380e-02 2.27038632e-01]
[ -1.26299070e-02 -8.68926942e-02 -7.25013747e-02 -7.01623386e-02
4.95994119e-02 -1.67766049e-01 1.25617941e-01 9.63905237e-03
2.30753902e-02 -1.01437690e-02]
[ 1.66673337e-02 3.19653312e-02 2.39663053e-01 5.70941691e-02
-1.72413098e-01 -1.27200649e-01 1.52814118e-01 3.94729702e-02
-1.99520945e-01 9.45086134e-02]
[ 4.91163189e-02 -2.91488876e-02 9.77635941e-02 -2.47573231e-02
-1.36939104e-01 8.16952312e-02 1.31310923e-01 -2.71752224e-01
-4.18836019e-02 -1.20115538e-01]
[ -3.41942718e-02 2.47815359e-02 7.41592264e-02 -6.25652905e-02
7.09656388e-02 1.93454983e-01 1.63648052e-01 1.17373827e-01
-4.60995546e-02 1.45200925e-01]
[ 2.14840110e-01 4.29752384e-02 2.62241221e-02 7.34940460e-02
8.25374872e-02 -1.86174622e-02 -1.36368763e-01 1.47944842e-01
-6.03828553e-02 -2.54323382e-02]
[ 1.03576576e-02 -1.01522281e-01 1.86567606e-03 -5.09428001e-03
-2.64618380e-01 -1.06781899e-01 -1.19646131e-01 3.95761439e-02
8.54563613e-02 1.51534069e-01]
[ -2.07127178e-02 4.39572576e-01 8.96183778e-02 3.23139882e-01
-8.30924907e-01 -2.77731395e-01 -5.22124559e-01 -7.63700893e-02
2.12886944e-01 2.50730805e-01]
[ 1.30922703e-01 4.36644638e-01 3.74544232e-02 3.45251497e-01
-6.20236680e-01 -5.74824395e-02 -3.47811863e-01 1.48098332e-01
1.42036999e-01 4.27529193e-01]
[ 2.45327037e-01 2.60494562e-01 2.37557403e-01 1.17614520e-01
-3.19573865e-01 9.05244011e-02 -1.65514030e-01 1.61948399e-01
2.17000348e-01 5.22460668e-02]
[ -8.20990863e-02 1.92346265e-01 2.37404612e-01 1.91660607e-03
6.94913846e-03 1.36110003e-01 -7.05278370e-02 -1.55063868e-02
-4.45898037e-02 3.78345926e-02]
[ -1.01381969e-01 -1.80627193e-02 2.31120147e-02 8.53502423e-02
-2.80394125e-02 1.19257253e-01 2.70673361e-01 2.02186919e-02
-2.80983424e-01 -1.00495311e-01]
[ -2.10059868e-01 7.25251086e-03 -8.86354210e-02 -3.31529467e-01
1.39863088e-01 1.15655822e-01 7.42242848e-02 1.04173772e-01
-1.98082876e-01 4.51767528e-02]
[ 3.49614807e-02 -2.98105782e-01 -1.15155029e-01 -1.26988379e-01
2.62359481e-01 1.43776104e-02 9.84445894e-02 1.54182632e-01
-1.37759751e-01 -1.82773235e-01]
[ 1.57953366e-01 -1.14653902e-01 -1.33799138e-01 9.65822850e-03
1.09786589e-01 -6.62902875e-02 -5.19895847e-02 -1.47795836e-01
1.41650365e-01 -8.78854112e-02]
[ -1.24286826e-01 1.57379579e-01 2.54826064e-01 -3.29601934e-02
1.90066904e-01 9.28289878e-02 -1.27621295e-02 -2.98843691e-01
-1.31160481e-01 -6.67194857e-02]
[ -3.53003351e-01 1.03682282e-01 9.46524862e-03 -3.20102929e-02
1.31159508e-01 -1.67533452e-01 -4.80757428e-02 2.35257303e-01
-9.72632786e-02 7.92443368e-02]
[ 1.44053909e-01 1.07489017e-01 -2.42531642e-01 -1.03565422e-01
1.29141453e-01 -2.87256551e-01 1.39519858e-02 -1.68032074e-01
-1.22025190e-02 -1.96942475e-01]
[ 2.02940512e-01 -1.52738948e-01 5.69528915e-02 -3.51489267e-02
7.80832798e-02 -2.59814578e-02 -9.44109676e-04 -1.37060060e-01
1.00585394e-01 -1.90318864e-01]
[ -1.04950250e-01 -1.98121160e-02 1.20054993e-01 1.08242912e-01
1.63207101e-02 -1.10597825e-01 2.32947784e-01 -7.68128788e-02
1.84254686e-01 -3.49077599e-03]
[ 2.84810122e-02 -9.45630004e-02 2.19213104e-01 -2.08167923e-01
3.68865886e-02 1.02281338e-01 -2.53690545e-02 -1.12416618e-01
4.38042840e-02 2.67148338e-01]]
[[ 0.46285813]
[ 1.22980947]
[ 0.21352872]
[ 0.66706117]
[-2.24329824]
[-0.27540855]
[-1.40600948]
[ 0.00269551]
[ 0.52470065]
[ 0.71692579]]
Progress: 14.2% ... Training loss: 0.351 ... Validation loss: 0.563[[ 1.58829514e-01 2.57888887e-01 -1.14663596e-01 1.05179274e-01
-5.50329580e-01 -6.84317855e-02 -9.04886936e-02 1.24581419e-01
-8.49667742e-02 2.02644447e-01]
[ 1.39771505e-02 1.68523364e-01 -2.05800436e-02 3.71690762e-02
1.04685391e-01 -4.86469967e-03 3.01991088e-01 4.12548814e-02
1.36706450e-01 -3.07400323e-02]
[ 2.03065475e-01 4.21450507e-01 3.56413162e-02 1.28081910e-01
2.08686308e-02 -6.70065030e-02 -5.25856567e-01 -3.27500987e-02
1.15434898e-01 3.69055939e-01]
[ -4.13896894e-02 -3.45069371e-01 -2.50062986e-01 -9.55186641e-03
8.67165926e-02 1.76542676e-01 1.78185002e-01 5.54611545e-02
-2.98595246e-03 5.49699690e-02]
[ -2.34000377e-03 1.96795630e-01 -1.47461889e-01 4.26197661e-02
1.05332333e-01 -1.78951489e-01 1.33112666e-02 -1.20252187e-01
-1.91355389e-01 3.39166253e-02]
[ -3.47983733e-01 -2.95535245e-01 -2.86908856e-01 1.45175521e-01
1.51423466e-01 5.01482247e-02 1.38126214e-03 -3.50419648e-02
-7.92023590e-03 3.17553048e-02]
[ -7.11120042e-03 -1.49153569e-01 7.95090293e-03 9.27218446e-02
-4.38238641e-02 -7.03473418e-02 1.73765420e-01 -1.89191102e-01
1.79130400e-01 3.50248110e-02]
[ 1.14971376e-01 -1.99332064e-01 3.29853060e-02 -6.66598341e-02
1.55555022e-01 -4.39948030e-02 4.00687081e-02 1.23091016e-01
6.91468631e-02 -1.52824368e-02]
[ -1.52130725e-01 -1.92253025e-02 -2.98067048e-01 3.81909796e-03
-9.96061978e-02 6.13288152e-02 -2.76674026e-01 -2.66902885e-02
2.77841470e-01 -9.42124264e-02]
[ 6.09013377e-02 -2.13247607e-01 8.75171464e-02 2.43307625e-02
1.56593714e-01 -1.03929612e-01 2.68551628e-02 -9.77806346e-02
-5.46994660e-03 1.40423932e-01]
[ -7.41289435e-02 1.18129480e-01 3.71873530e-04 -1.53262123e-01
1.28011071e-02 2.35574471e-02 6.05585435e-02 -1.01715734e-01
-1.91803192e-02 -1.19344523e-01]
[ -8.65039168e-02 2.54781695e-02 -5.98925997e-02 1.91194432e-02
2.64864207e-01 9.10433563e-02 -5.83410202e-02 -1.44726149e-02
-1.45386590e-01 -1.73915580e-01]
[ -1.55679437e-01 7.00919628e-03 6.25877936e-02 2.36349664e-02
-1.76939229e-01 -2.20429302e-01 -1.81610044e-01 -1.96915431e-01
8.86559710e-02 1.76257777e-01]
[ -2.10887028e-01 -1.26972816e-01 1.21730863e-01 2.75792386e-01
-1.42835614e-01 -8.51419902e-02 -1.37749841e-01 -2.54804411e-01
-2.03599279e-01 1.39805587e-02]
[ 1.15358109e-01 -4.42965291e-02 -1.88776615e-02 1.13375782e-01
-6.75895394e-03 -8.17170419e-02 1.07621446e-01 4.33151353e-03
2.78898295e-02 1.94536535e-02]
[ 3.35571401e-02 -3.90061989e-02 -2.12947086e-01 1.41590461e-01
-4.54374849e-02 9.06572338e-02 -8.57631031e-02 -2.00884845e-02
-9.98677797e-02 -8.06560706e-03]
[ -1.29832452e-01 -6.24494874e-02 -2.07768177e-01 1.45016174e-01
2.49530000e-03 1.38532597e-01 2.14710056e-02 -2.50471552e-01
5.80293226e-02 -2.12064224e-01]
[ -7.09022635e-02 -3.18970252e-02 2.75941651e-01 9.83026259e-02
1.18584725e-01 -6.19207700e-02 -1.31932523e-01 1.21004178e-01
6.85261826e-02 3.29746250e-02]
[ 4.06636885e-02 -3.47669347e-02 8.18594801e-02 7.32916395e-02
1.33287901e-01 -1.31339163e-02 2.82453402e-01 1.20306946e-01
-4.94538457e-02 -7.99028541e-02]
[ 1.04745737e-04 -1.65509842e-01 -2.93535407e-01 -5.79144780e-02
2.62604271e-01 -8.68967163e-02 1.91266920e-01 1.64394305e-01
9.93800032e-02 -3.96218070e-02]
[ 5.21211085e-02 1.70614629e-02 -1.18829096e-01 4.22562870e-02
-8.65819229e-02 3.25354618e-01 2.44678034e-01 2.05583035e-01
-1.66525007e-01 -5.47790397e-02]
[ 2.11882192e-02 2.33545305e-02 1.29611940e-01 1.29408099e-01
-8.33198369e-02 9.81660335e-02 -2.17118552e-01 -3.98184099e-02
2.25685036e-01 1.06796596e-01]
[ 1.03160568e-01 6.97286671e-02 -5.15530735e-02 -1.11256496e-01
-8.77874480e-02 -3.27247996e-01 1.14323120e-01 8.43038092e-03
1.35526517e-01 8.25547660e-02]
[ -9.60342231e-02 2.51353063e-02 -1.44344925e-02 2.54347643e-02
9.27652568e-04 -2.03565143e-01 -9.82613042e-02 -1.94720787e-02
1.61294946e-02 1.32255120e-01]
[ -1.30805214e-01 -1.98168829e-02 -1.91133070e-01 1.43346861e-02
-3.04450431e-01 -1.07401654e-02 -5.63604093e-02 -2.24823270e-02
1.74015872e-02 8.33325729e-02]
[ -5.36296531e-03 8.69306589e-03 -6.27190233e-02 -9.34382032e-02
4.22936817e-01 2.64112286e-01 4.58888698e-01 1.14674806e-01
-1.55073951e-01 -3.34342873e-01]
[ 1.32993659e-02 -2.64502764e-01 -1.51807988e-02 -3.19189392e-02
5.33389878e-01 8.68001102e-02 4.03403761e-01 9.33330731e-02
6.01434491e-02 -3.33258129e-01]
[ 3.29194643e-02 -3.34786123e-01 -3.25088430e-02 -7.78165672e-02
5.83351604e-01 1.34114630e-02 3.89333109e-01 5.00023376e-02
-3.38738135e-01 -1.83095618e-01]
[ -1.30557932e-01 -4.61471439e-01 8.68519001e-03 -1.51318938e-01
6.07586383e-01 -1.07747438e-01 4.86961372e-01 -8.00040122e-02
-2.78710174e-02 1.30032913e-01]
[ -2.58302930e-01 -2.83537973e-01 6.88747992e-02 -1.00766824e-02
8.08197734e-01 1.29650960e-01 3.05281543e-01 4.96237487e-02
-5.99400325e-02 -9.65065096e-02]
[ -1.49896092e-01 -1.39810288e-01 2.74264107e-01 -1.73630661e-01
4.48390654e-01 -6.78102538e-02 5.21202787e-01 1.66048835e-02
-2.01736002e-01 4.10545560e-02]
[ -9.06702581e-02 -1.10129342e-01 -1.62813030e-01 -4.94161267e-02
3.27962934e-01 -2.47331680e-01 6.19721019e-02 1.71798311e-01
2.98842086e-02 -6.56722433e-02]
[ 1.22525167e-01 2.53817922e-01 1.68767275e-01 -7.64375235e-02
-1.21000198e-01 4.52424905e-02 -1.66807872e-01 2.84826846e-01
8.46848462e-02 1.86604045e-01]
[ 3.36531573e-01 2.76639393e-01 -8.95265047e-02 3.01732982e-01
-8.80233370e-01 -2.82893421e-01 -4.35734279e-01 1.77387333e-01
3.67058269e-01 -5.98867765e-02]
[ 5.72219996e-02 1.70949137e-01 2.57295882e-01 2.66055180e-01
-1.02527284e-01 -1.99987479e-01 -2.03993085e-01 -1.31960559e-01
-1.28305248e-01 -2.70959233e-01]
[ 3.61465371e-02 -1.76372192e-02 -1.11889895e-01 -3.55727672e-02
1.98350823e-01 3.58772657e-02 -4.14177850e-02 -1.83330296e-01
4.91795513e-02 2.27221608e-01]
[ -1.24870677e-02 -8.67296322e-02 -7.24570755e-02 -7.00378394e-02
4.91931571e-02 -1.67833634e-01 1.25239722e-01 9.63928683e-03
2.31656197e-02 -9.94941182e-03]
[ 1.74899655e-02 3.39448063e-02 2.40051521e-01 5.82877254e-02
-1.76385841e-01 -1.27696285e-01 1.50268395e-01 3.94776576e-02
-1.98625568e-01 9.56445406e-02]
[ 4.98235374e-02 -2.74160675e-02 9.80944096e-02 -2.37178746e-02
-1.40221001e-01 8.12699946e-02 1.29357894e-01 -2.71748444e-01
-4.10661753e-02 -1.19059858e-01]
[ -3.43941638e-02 2.42508412e-02 7.40619764e-02 -6.28736978e-02
7.18796924e-02 1.93580039e-01 1.64252899e-01 1.17372586e-01
-4.63421731e-02 1.44907356e-01]
[ 2.15384585e-01 4.44613699e-02 2.65159093e-02 7.44394224e-02
7.93863598e-02 -1.89907753e-02 -1.37812667e-01 1.47948692e-01
-5.96417044e-02 -2.46930816e-02]
[ 1.11148099e-02 -9.94903460e-02 2.23995487e-03 -3.92649339e-03
-2.68482448e-01 -1.07213200e-01 -1.21973004e-01 3.95809232e-02
8.63846808e-02 1.52722494e-01]
[ -1.99984855e-02 4.40825485e-01 8.99475211e-02 3.24132629e-01
-8.33808663e-01 -2.78109331e-01 -5.23760665e-01 -7.63659120e-02
2.13657227e-01 2.51692691e-01]
[ 1.31623195e-01 4.38262252e-01 3.77880414e-02 3.46255896e-01
-6.22902169e-01 -5.79180568e-02 -3.49440065e-01 1.48102616e-01
1.42793081e-01 4.28565817e-01]
[ 2.45521882e-01 2.61174035e-01 2.37676304e-01 1.18004831e-01
-3.20851687e-01 9.03874450e-02 -1.66211975e-01 1.61949906e-01
2.17286650e-01 5.26539777e-02]
[ -8.20627030e-02 1.92450555e-01 2.37421393e-01 1.96904907e-03
6.77588899e-03 1.36089322e-01 -7.06442203e-02 -1.55061765e-02
-4.45483636e-02 3.78857505e-02]
[ -1.01201844e-01 -1.76207457e-02 2.32070389e-02 8.56430258e-02
-2.90183510e-02 1.19144958e-01 2.70173256e-01 2.02197805e-02
-2.80755023e-01 -1.00197480e-01]
[ -2.10029060e-01 7.30975976e-03 -8.86225895e-02 -3.31486039e-01
1.39698534e-01 1.15638665e-01 7.41465690e-02 1.04173980e-01
-1.98048711e-01 4.52239895e-02]
[ 3.48357725e-02 -2.98461603e-01 -1.15215923e-01 -1.27179237e-01
2.63020883e-01 1.44541851e-02 9.88282800e-02 1.54181932e-01
-1.37905307e-01 -1.82992277e-01]
[ 1.58518927e-01 -1.12950493e-01 -1.33512099e-01 1.05170504e-02
1.06755594e-01 -6.66064963e-02 -5.38382507e-02 -1.47792808e-01
1.42336133e-01 -8.69951903e-02]
[ -1.24412767e-01 1.57002108e-01 2.54763015e-01 -3.30837588e-02
1.90078301e-01 9.28847394e-02 -1.22012500e-02 -2.98844365e-01
-1.31289867e-01 -6.69238786e-02]
[ -3.52955149e-01 1.03841262e-01 9.50168650e-03 -3.18398697e-02
1.30985804e-01 -1.67623118e-01 -4.84594655e-02 2.35258269e-01
-9.71120688e-02 7.94824603e-02]
[ 1.43965451e-01 1.07279734e-01 -2.42533100e-01 -1.03624090e-01
1.29147253e-01 -2.87225395e-01 1.41996843e-02 -1.68032325e-01
-1.22624336e-02 -1.97008432e-01]
[ 2.03697169e-01 -1.51058591e-01 5.73070246e-02 -3.41574213e-02
7.55307265e-02 -2.64017931e-02 -2.60547100e-03 -1.37055622e-01
1.01358686e-01 -1.89210339e-01]
[ -1.04661074e-01 -1.95374457e-02 1.20198930e-01 1.08637557e-01
1.55618371e-02 -1.10724390e-01 2.32407899e-01 -7.68109475e-02
1.84469322e-01 -3.13762555e-03]
[ 3.01777671e-02 -9.03741648e-02 2.20036115e-01 -2.05564786e-01
2.80235719e-02 1.01224153e-01 -3.01283708e-02 -1.12406378e-01
4.59140226e-02 2.69441624e-01]]
[[ 0.48149545]
[ 1.25239105]
[ 0.23071044]
[ 0.68628846]
[-2.23652505]
[-0.26391729]
[-1.39816906]
[ 0.01416715]
[ 0.54244022]
[ 0.7379785 ]]
Progress: 14.2% ... Training loss: 0.339 ... Validation loss: 0.547[[ 1.58494986e-01 2.56173803e-01 -1.14895231e-01 1.04547592e-01
-5.47277235e-01 -6.82175502e-02 -8.89897649e-02 1.24571539e-01
-8.54796759e-02 2.01935783e-01]
[ 1.36517298e-02 1.67708291e-01 -2.07324988e-02 3.67032953e-02
1.06198824e-01 -4.69850732e-03 3.02917004e-01 4.12452436e-02
1.36338677e-01 -3.12416933e-02]
[ 1.99930018e-01 4.14377238e-01 3.39331020e-02 1.22748964e-01
3.75038850e-02 -6.50684600e-02 -5.17038386e-01 -3.28560366e-02
1.11441576e-01 3.63809337e-01]
[ -3.73436547e-02 -3.35514580e-01 -2.48140811e-01 -3.48424071e-03
6.94359273e-02 1.74302718e-01 1.66868947e-01 5.55855830e-02
1.63989594e-03 6.15111266e-02]
[ -3.79709342e-03 1.93782693e-01 -1.48151725e-01 4.04258169e-02
1.10309209e-01 -1.78161216e-01 1.73438068e-02 -1.20297945e-01
-1.92909166e-01 3.14259958e-02]
[ -3.46532362e-01 -2.92801027e-01 -2.86147519e-01 1.47571785e-01
1.44469609e-01 4.92335965e-02 -2.43521408e-03 -3.49929487e-02
-6.13193807e-03 3.40651133e-02]
[ -6.82976248e-03 -1.49020160e-01 8.08811758e-03 9.30235846e-02
-4.46691746e-02 -7.04896857e-02 1.73238820e-01 -1.89182503e-01
1.79442109e-01 3.53134479e-02]
[ 1.13601357e-01 -2.02949019e-01 3.22818572e-02 -6.88113128e-02
1.62165580e-01 -4.32230240e-02 4.40602441e-02 1.23047800e-01
6.74748462e-02 -1.74040547e-02]
[ -1.51502003e-01 -1.77792602e-02 -2.97805019e-01 4.75089015e-03
-1.01517156e-01 6.09894912e-02 -2.78234749e-01 -2.66711205e-02
2.78418568e-01 -9.32359372e-02]
[ 6.08772185e-02 -2.14513940e-01 8.74857888e-02 2.42103959e-02
1.56992124e-01 -1.03952219e-01 2.78739118e-02 -9.77805427e-02
-5.61015029e-03 1.40324097e-01]
[ -7.26207813e-02 1.21404970e-01 1.07597391e-03 -1.50989212e-01
7.21337885e-03 2.26874607e-02 5.62229867e-02 -1.01668187e-01
-1.74999112e-02 -1.17042117e-01]
[ -8.69964476e-02 2.41657263e-02 -6.01082106e-02 1.84452167e-02
2.66953956e-01 9.13114323e-02 -5.69364753e-02 -1.44866866e-02
-1.45921705e-01 -1.74664835e-01]
[ -1.55679437e-01 7.00919628e-03 6.25877936e-02 2.36349664e-02
-1.76939229e-01 -2.20429302e-01 -1.81610044e-01 -1.96915431e-01
8.86559710e-02 1.76257777e-01]
[ -2.10705801e-01 -1.26840211e-01 1.21841592e-01 2.76177895e-01
-1.43941623e-01 -8.52841089e-02 -1.38283791e-01 -2.54797236e-01
-2.03360631e-01 1.43007453e-02]
[ 1.15688357e-01 -4.36370631e-02 -1.86941203e-02 1.13928393e-01
-8.37687081e-03 -8.19276014e-02 1.06860782e-01 4.34286444e-03
2.83026119e-02 2.00260315e-02]
[ 3.45348976e-02 -3.68242563e-02 -2.12459428e-01 1.43065218e-01
-4.98410747e-02 9.00838919e-02 -8.84360655e-02 -2.00573769e-02
-9.86808225e-02 -6.62083592e-03]
[ -1.29947327e-01 -6.28157125e-02 -2.07821559e-01 1.44813522e-01
3.01042047e-03 1.38594657e-01 2.18043905e-02 -2.50474652e-01
5.78914493e-02 -2.12244897e-01]
[ -7.09349386e-02 -3.21052769e-02 2.75929290e-01 9.82037585e-02
1.19068595e-01 -6.18887201e-02 -1.31582952e-01 1.21003126e-01
6.84663270e-02 3.28291713e-02]
[ 4.07339284e-02 -3.48881962e-02 8.18866242e-02 7.33893410e-02
1.32970439e-01 -1.31726620e-02 2.82251753e-01 1.20309010e-01
-4.93576647e-02 -7.98190873e-02]
[ -4.11163994e-04 -1.66843677e-01 -2.93812736e-01 -5.87417796e-02
2.65078334e-01 -8.66176894e-02 1.92680361e-01 1.64377728e-01
9.87412681e-02 -4.03646747e-02]
[ 5.15768925e-02 1.57060071e-02 -1.19094411e-01 4.14419990e-02
-8.39639197e-02 3.25669366e-01 2.46287812e-01 2.05566713e-01
-1.67174064e-01 -5.56756479e-02]
[ 2.08783260e-02 2.24268666e-02 1.29451135e-01 1.28898210e-01
-8.18013463e-02 9.83440368e-02 -2.16150235e-01 -3.98287268e-02
2.25300811e-01 1.06314454e-01]
[ 1.03773076e-01 7.12494925e-02 -5.12913700e-02 -1.10325633e-01
-8.97226405e-02 -3.27574391e-01 1.12750461e-01 8.44910572e-03
1.36107954e-01 8.35320945e-02]
[ -9.60677244e-02 2.50156108e-02 -1.44539084e-02 2.53741706e-02
1.16144581e-03 -2.03552398e-01 -9.81325806e-02 -1.94730582e-02
1.60776549e-02 1.32185952e-01]
[ -1.30434610e-01 -1.91826186e-02 -1.90958107e-01 1.48851533e-02
-3.06013171e-01 -1.09521559e-02 -5.73340024e-02 -2.24708332e-02
1.78122554e-02 8.39043714e-02]
[ -5.34266411e-03 8.73661487e-03 -6.27120347e-02 -9.34092236e-02
4.22846406e-01 2.64101235e-01 4.58835187e-01 1.14675409e-01
-1.55050827e-01 -3.34312617e-01]
[ 1.29995975e-02 -2.65315437e-01 -1.53369410e-02 -3.23895355e-02
5.34802957e-01 8.69817966e-02 4.04315821e-01 9.33233423e-02
5.97918017e-02 -3.33758235e-01]
[ 3.27668205e-02 -3.35360697e-01 -3.25863314e-02 -7.80548818e-02
5.84172867e-01 1.35025975e-02 3.89924400e-01 4.99975226e-02
-3.38931984e-01 -1.83350781e-01]
[ -1.30849610e-01 -4.62334930e-01 8.54497496e-03 -1.51741154e-01
6.08957032e-01 -1.07598038e-01 4.87902360e-01 -8.00126823e-02
-2.82048065e-02 1.29682901e-01]
[ -2.58083992e-01 -2.83186273e-01 6.90122491e-02 -9.67036229e-03
8.07106532e-01 1.29501219e-01 3.04623011e-01 4.96320331e-02
-5.96214422e-02 -9.60837714e-02]
[ -1.49847948e-01 -1.39777384e-01 2.74293194e-01 -1.73548303e-01
4.48162410e-01 -6.78437077e-02 5.21098455e-01 1.66068760e-02
-2.01672204e-01 4.11399297e-02]
[ -9.05180473e-02 -1.09849116e-01 -1.62749915e-01 -4.91754103e-02
3.27227179e-01 -2.47425098e-01 6.15699995e-02 1.71803337e-01
3.00759730e-02 -6.54440473e-02]
[ 1.22439689e-01 2.53466378e-01 1.68732493e-01 -7.65481380e-02
-1.20724449e-01 4.52822321e-02 -1.66534097e-01 2.84824467e-01
8.46099971e-02 1.86459171e-01]
[ 3.37257225e-01 2.78369690e-01 -8.92182392e-02 3.02881231e-01
-8.82642013e-01 -2.83308242e-01 -4.37782934e-01 1.77410126e-01
3.67778484e-01 -5.87238400e-02]
[ 5.76973464e-02 1.72115450e-01 2.57542088e-01 2.66735071e-01
-1.04783263e-01 -2.00267388e-01 -2.05415806e-01 -1.31945752e-01
-1.27738365e-01 -2.70206565e-01]
[ 3.61396923e-02 -1.77044032e-02 -1.11911127e-01 -3.56156389e-02
1.98413018e-01 3.58911868e-02 -4.14155717e-02 -1.83331092e-01
4.91222891e-02 2.27237482e-01]
[ -1.26290489e-02 -8.70922894e-02 -7.25341544e-02 -7.02441648e-02
4.97814865e-02 -1.67764880e-01 1.25636032e-01 9.63503533e-03
2.29993638e-02 -1.01371367e-02]
[ 1.74340148e-02 3.37531441e-02 2.40030418e-01 5.81832779e-02
-1.75976210e-01 -1.27666324e-01 1.50410652e-01 3.94757855e-02
-1.98688614e-01 9.55317043e-02]
[ 4.96018010e-02 -2.79820198e-02 9.79872743e-02 -2.40520226e-02
-1.39127246e-01 8.13958796e-02 1.29976649e-01 -2.71755039e-01
-4.13265488e-02 -1.19397692e-01]
[ -3.47670374e-02 2.32299185e-02 7.38673342e-02 -6.34895348e-02
7.37565859e-02 1.93813017e-01 1.65363571e-01 1.17360258e-01
-4.68205059e-02 1.44332608e-01]
[ 2.14810733e-01 4.31424512e-02 2.62451175e-02 7.35697972e-02
8.21627739e-02 -1.86931728e-02 -1.36349956e-01 1.47930576e-01
-6.03227904e-02 -2.55797103e-02]
[ 1.12184661e-02 -9.92003351e-02 2.29972298e-03 -3.73077441e-03
-2.68986346e-01 -1.07300389e-01 -1.22347814e-01 3.95850874e-02
8.65472231e-02 1.52845149e-01]
[ -1.92873419e-02 4.42510237e-01 9.02781332e-02 3.25129914e-01
-8.36727417e-01 -2.78464738e-01 -5.25318306e-01 -7.63450850e-02
2.14389044e-01 2.52677124e-01]
[ 1.32568494e-01 4.40544424e-01 3.82335163e-02 3.47563992e-01
-6.27141360e-01 -5.84239222e-02 -3.51930389e-01 1.48130703e-01
1.43862574e-01 4.29804449e-01]
[ 2.45853547e-01 2.61721388e-01 2.37830119e-01 1.18477582e-01
-3.22340362e-01 9.02014386e-02 -1.67143919e-01 1.61959893e-01
2.17672344e-01 5.31437293e-02]
[ -8.21013987e-02 1.92351162e-01 2.37402915e-01 1.91373671e-03
6.95606039e-03 1.36110578e-01 -7.05347105e-02 -1.55073110e-02
-4.45876011e-02 3.78269197e-02]
[ -1.01206378e-01 -1.76556147e-02 2.32295515e-02 8.57399906e-02
-2.93858506e-02 1.19111040e-01 2.70220370e-01 2.02216445e-02
-2.80712496e-01 -1.00113026e-01]
[ -2.10382038e-01 6.35274181e-03 -8.87768953e-02 -3.31981369e-01
1.41357035e-01 1.15833053e-01 7.52123498e-02 1.04164116e-01
-1.98451824e-01 4.47061378e-02]
[ 3.46939425e-02 -2.98953306e-01 -1.15288693e-01 -1.27392611e-01
2.63722937e-01 1.45337423e-02 9.92871495e-02 1.54177617e-01
-1.38073824e-01 -1.83230319e-01]
[ 1.57671759e-01 -1.15188491e-01 -1.33935697e-01 9.28705858e-03
1.10307244e-01 -6.61452345e-02 -5.13981126e-02 -1.47819278e-01
1.41332776e-01 -8.83266636e-02]
[ -1.24362371e-01 1.56829829e-01 2.54793933e-01 -3.30314230e-02
1.89884592e-01 9.28748227e-02 -1.22040088e-02 -2.98842942e-01
-1.31255012e-01 -6.68708776e-02]
[ -3.52747964e-01 1.04232171e-01 9.64339973e-03 -3.14451070e-02
1.29813436e-01 -1.67798407e-01 -4.90342769e-02 2.35267958e-01
-9.67893083e-02 7.98755353e-02]
[ 1.44538334e-01 1.08452125e-01 -2.42332557e-01 -1.02767982e-01
1.27462371e-01 -2.87534389e-01 1.28398085e-02 -1.68014629e-01
-1.17237348e-02 -1.96064223e-01]
[ 2.03797284e-01 -1.51230351e-01 5.73482894e-02 -3.40672396e-02
7.57706262e-02 -2.64401784e-02 -2.68611787e-03 -1.37052978e-01
1.01410585e-01 -1.89145171e-01]
[ -1.04195966e-01 -1.85828323e-02 1.20418582e-01 1.09234324e-01
1.37824072e-02 -1.10993597e-01 2.31079347e-01 -7.67983926e-02
1.84948922e-01 -2.41041975e-03]
[ 3.06207623e-02 -8.96133276e-02 2.20282755e-01 -2.04846632e-01
2.59628410e-02 1.00940164e-01 -3.11341270e-02 -1.12390349e-01
4.64946550e-02 2.70043754e-01]]
[[ 0.48274019]
[ 1.25332776]
[ 0.23269856]
[ 0.69223471]
[-2.2366898 ]
[-0.2586877 ]
[-1.39163364]
[ 0.01848527]
[ 0.54823944]
[ 0.74126351]]
Progress: 14.3% ... Training loss: 0.338 ... Validation loss: 0.553[[ 1.58514154e-01 2.56336980e-01 -1.14834704e-01 1.04540939e-01
-5.46044002e-01 -6.82261499e-02 -8.93838831e-02 1.24577423e-01
-8.53876662e-02 2.02062894e-01]
[ 1.39176120e-02 1.68297701e-01 -2.05749849e-02 3.71702899e-02
1.04719168e-01 -4.85221838e-03 3.02067881e-01 4.12576534e-02
1.36693708e-01 -3.08245931e-02]
[ 1.97638687e-01 4.08860184e-01 3.27862129e-02 1.19337700e-01
4.69987264e-02 -6.38437697e-02 -5.10842423e-01 -3.29445615e-02
1.08771783e-01 3.60332493e-01]
[ -3.68315433e-02 -3.34139377e-01 -2.47875101e-01 -2.60176861e-03
6.60972688e-02 1.74046540e-01 1.65319808e-01 5.56028378e-02
2.31977648e-03 6.24793275e-02]
[ -3.59217013e-03 1.94191094e-01 -1.48098775e-01 4.05672776e-02
1.10196219e-01 -1.78375915e-01 1.69962139e-02 -1.20285674e-01
-1.92792343e-01 3.17757206e-02]
[ -3.46792125e-01 -2.93342783e-01 -2.86257859e-01 1.47211816e-01
1.46234050e-01 4.93274143e-02 -1.63896110e-03 -3.49999153e-02
-6.40759571e-03 3.36813532e-02]
[ -7.34048932e-03 -1.50272724e-01 7.84534130e-03 9.21716960e-02
-4.15631715e-02 -7.02091714e-02 1.74594917e-01 -1.89200697e-01
1.78862928e-01 3.45597060e-02]
[ 1.12885209e-01 -2.04530564e-01 3.19334682e-02 -6.98383278e-02
1.65405967e-01 -4.29048561e-02 4.60736569e-02 1.23024289e-01
6.65881484e-02 -1.84343263e-02]
[ -1.52870144e-01 -2.13044282e-02 -2.98427879e-01 2.82499004e-03
-9.57784923e-02 6.16880822e-02 -2.74841020e-01 -2.67228991e-02
2.77062590e-01 -9.52389419e-02]
[ 6.03103131e-02 -2.15478422e-01 8.72671039e-02 2.34086445e-02
1.59988225e-01 -1.03771047e-01 2.89984056e-02 -9.77939262e-02
-6.15840886e-03 1.39614737e-01]
[ -7.47725121e-02 1.15860694e-01 3.83211741e-05 -1.54156213e-01
1.73587339e-02 2.38274906e-02 6.22530975e-02 -1.01750711e-01
-1.98888768e-02 -1.20303858e-01]
[ -8.71325902e-02 2.37734529e-02 -6.01762379e-02 1.82491954e-02
2.67661995e-01 9.13813212e-02 -5.65315877e-02 -1.44912299e-02
-1.46081995e-01 -1.74864512e-01]
[ -1.55679437e-01 7.00919628e-03 6.25877936e-02 2.36349664e-02
-1.76939229e-01 -2.20429302e-01 -1.81610044e-01 -1.96915431e-01
8.86559710e-02 1.76257777e-01]
[ -2.10680460e-01 -1.26744416e-01 1.21866746e-01 2.76244190e-01
-1.44109507e-01 -8.53029540e-02 -1.38320914e-01 -2.54795453e-01
-2.03319196e-01 1.43612905e-02]
[ 1.15624227e-01 -4.38069780e-02 -1.87352308e-02 1.13823720e-01
-7.46750883e-03 -8.19367647e-02 1.07065839e-01 4.34272998e-03
2.82417694e-02 1.99327792e-02]
[ 3.44848711e-02 -3.67826088e-02 -2.12454210e-01 1.42954222e-01
-4.91123071e-02 9.00929896e-02 -8.83987083e-02 -2.00577559e-02
-9.87492607e-02 -6.67728220e-03]
[ -1.29928501e-01 -6.30299268e-02 -2.07810688e-01 1.44754527e-01
3.25513350e-03 1.38624642e-01 2.17924753e-02 -2.50475065e-01
5.79112309e-02 -2.12232119e-01]
[ -7.12259094e-02 -3.26653599e-02 2.75772085e-01 9.78063086e-02
1.20369346e-01 -6.17410080e-02 -1.30789126e-01 1.20993113e-01
6.81639221e-02 3.23900825e-02]
[ 4.02286503e-02 -3.62080213e-02 8.15920144e-02 7.25451835e-02
1.35500315e-01 -1.28937087e-02 2.83834954e-01 1.20286790e-01
-5.00083889e-02 -8.07228904e-02]
[ -2.65572073e-04 -1.66510840e-01 -2.93724135e-01 -5.84809114e-02
2.64136858e-01 -8.67215890e-02 1.92190680e-01 1.64385185e-01
9.88990281e-02 -4.01102728e-02]
[ 5.04690388e-02 1.29460130e-02 -1.19636827e-01 3.97628632e-02
-7.85842754e-02 3.26263167e-01 2.49434561e-01 2.05524764e-01
-1.68497196e-01 -5.73244486e-02]
[ 2.02308353e-02 2.10872857e-02 1.29190674e-01 1.28107444e-01
-7.96295515e-02 9.86298653e-02 -2.14815322e-01 -3.98493787e-02
2.24787445e-01 1.05494143e-01]
[ 1.03257940e-01 6.99166796e-02 -5.15268274e-02 -1.11069358e-01
-8.73014611e-02 -3.27300901e-01 1.14221666e-01 8.42929771e-03
1.35531147e-01 8.27370192e-02]
[ -9.58738192e-02 2.54652578e-02 -1.43485388e-02 2.57004863e-02
1.24752391e-04 -2.03681130e-01 -9.87777098e-02 -1.94647901e-02
1.63292603e-02 1.32541905e-01]
[ -1.30492168e-01 -1.93071524e-02 -1.90986427e-01 1.47967988e-02
-3.05703710e-01 -1.09192915e-02 -5.71629707e-02 -2.24732254e-02
1.77398745e-02 8.38066917e-02]
[ -5.47077961e-03 8.40386387e-03 -6.27724791e-02 -9.35793089e-02
4.23354121e-01 2.64164962e-01 4.59155099e-01 1.14671320e-01
-1.55190285e-01 -3.34491356e-01]
[ 1.28680697e-02 -2.65705664e-01 -1.53940982e-02 -3.25606166e-02
5.35338945e-01 8.70401784e-02 4.04681004e-01 9.33192645e-02
5.96657399e-02 -3.33959021e-01]
[ 3.23396721e-02 -3.36332992e-01 -3.27843664e-02 -7.86823051e-02
5.86102620e-01 1.37358285e-02 3.91125548e-01 4.99808176e-02
-3.39422228e-01 -1.84020647e-01]
[ -1.31063519e-01 -4.62801381e-01 8.44551634e-03 -1.52047593e-01
6.09900264e-01 -1.07484318e-01 4.88472613e-01 -8.00209024e-02
-2.84483547e-02 1.29375338e-01]
[ -2.58278369e-01 -2.83677473e-01 6.89354474e-02 -9.93583355e-03
8.07992146e-01 1.29603700e-01 3.05182975e-01 4.96247443e-02
-5.98391395e-02 -9.63822917e-02]
[ -1.49954556e-01 -1.40032739e-01 2.74242373e-01 -1.73701368e-01
4.48611331e-01 -6.77870579e-02 5.21383301e-01 1.66027803e-02
-2.01788522e-01 4.09799586e-02]
[ -9.08936822e-02 -1.10683323e-01 -1.62926166e-01 -4.97145771e-02
3.28873160e-01 -2.47229675e-01 6.26281089e-02 1.71789075e-01
2.96615333e-02 -6.59957659e-02]
[ 1.22038255e-01 2.52316909e-01 1.68537335e-01 -7.71267909e-02
-1.18933701e-01 4.54781031e-02 -1.65361587e-01 2.84810113e-01
8.41391021e-02 1.85922289e-01]
[ 3.37312376e-01 2.78345506e-01 -8.92155002e-02 3.02818609e-01
-8.81797794e-01 -2.83325744e-01 -4.38107026e-01 1.77409987e-01
3.67866391e-01 -5.86852429e-02]
[ 5.74467003e-02 1.71458842e-01 2.57418743e-01 2.66376083e-01
-1.03594712e-01 -2.00139333e-01 -2.04716087e-01 -1.31955259e-01
-1.28027162e-01 -2.70594575e-01]
[ 3.58162939e-02 -1.84831294e-02 -1.12072936e-01 -3.60776505e-02
1.99858274e-01 3.60453146e-02 -4.04599664e-02 -1.83342258e-01
4.87611177e-02 2.26778630e-01]
[ -1.28327051e-02 -8.76254766e-02 -7.26376118e-02 -7.05578745e-02
5.07649012e-02 -1.67655807e-01 1.26231893e-01 9.62666713e-03
2.27482582e-02 -1.04402099e-02]
[ 1.69947185e-02 3.27560424e-02 2.39791513e-01 5.75046400e-02
-1.73782202e-01 -1.27421150e-01 1.51606872e-01 3.94584498e-02
-1.99217173e-01 9.48302874e-02]
[ 4.94490254e-02 -2.83710469e-02 9.79133912e-02 -2.42752373e-02
-1.38425153e-01 8.14771388e-02 1.30418415e-01 -2.71760787e-01
-4.14917477e-02 -1.19636570e-01]
[ -3.47435260e-02 2.32523854e-02 7.39175510e-02 -6.33478352e-02
7.33938161e-02 1.93777762e-01 1.65025580e-01 1.17364222e-01
-4.67023474e-02 1.44371281e-01]
[ 2.14249266e-01 4.18245861e-02 2.59508942e-02 7.26907122e-02
8.49986576e-02 -1.83779252e-02 -1.34739167e-01 1.47907121e-01
-6.10312819e-02 -2.64666941e-02]
[ 1.14132158e-02 -9.85611712e-02 2.40634332e-03 -3.40688130e-03
-2.69949796e-01 -1.07426594e-01 -1.22865963e-01 3.95940905e-02
8.67796815e-02 1.53165965e-01]
[ -1.87573194e-02 4.43661743e-01 9.05233507e-02 3.25812423e-01
-8.38861416e-01 -2.78749484e-01 -5.26559120e-01 -7.63241100e-02
2.14972394e-01 2.53411947e-01]
[ 1.32545085e-01 4.40468109e-01 3.82214641e-02 3.47518472e-01
-6.26976600e-01 -5.84029667e-02 -3.51901282e-01 1.48129494e-01
1.43834178e-01 4.29802761e-01]
[ 2.46451016e-01 2.63533089e-01 2.38166664e-01 1.19471008e-01
-3.25499804e-01 8.98162517e-02 -1.69023244e-01 1.61987467e-01
2.18434366e-01 5.41660133e-02]
[ -8.21755019e-02 1.92166649e-01 2.37370223e-01 1.78869526e-03
7.39198427e-03 1.36153734e-01 -7.03161102e-02 -1.55103205e-02
-4.46842486e-02 3.77266270e-02]
[ -1.00964987e-01 -1.70362094e-02 2.33511720e-02 8.60865469e-02
-3.04958072e-02 1.18976197e-01 2.69503837e-01 2.02312098e-02
-2.80426490e-01 -9.97328783e-02]
[ -2.10789369e-01 5.26494783e-03 -8.89704031e-02 -3.32555607e-01
1.43146278e-01 1.16048950e-01 7.62763433e-02 1.04148565e-01
-1.98878392e-01 4.41046662e-02]
[ 3.46117074e-02 -2.99161305e-01 -1.15328013e-01 -1.27511016e-01
2.64030747e-01 1.45761421e-02 9.95199598e-02 1.54174668e-01
-1.38167643e-01 -1.83351725e-01]
[ 1.57116077e-01 -1.16563258e-01 -1.34180892e-01 8.51884016e-03
1.12873611e-01 -6.58583024e-02 -4.97862172e-02 -1.47839203e-01
1.40721733e-01 -8.91836773e-02]
[ -1.24665308e-01 1.56145417e-01 2.54650831e-01 -3.35313017e-02
1.91300151e-01 9.30490028e-02 -1.12932225e-02 -2.98854881e-01
-1.31644228e-01 -6.73413144e-02]
[ -3.53290510e-01 1.02919943e-01 9.39871296e-03 -3.22117312e-02
1.32010148e-01 -1.67534951e-01 -4.76686186e-02 2.35247784e-01
-9.74031467e-02 7.91447090e-02]
[ 1.44073580e-01 1.07165308e-01 -2.42544143e-01 -1.03432559e-01
1.29577905e-01 -2.87293406e-01 1.40697124e-02 -1.68031696e-01
-1.22569694e-02 -1.96788643e-01]
[ 2.04322623e-01 -1.49597284e-01 5.76407594e-02 -3.32029464e-02
7.35160491e-02 -2.67796775e-02 -4.24509691e-03 -1.37027914e-01
1.02058288e-01 -1.88278762e-01]
[ -1.04008165e-01 -1.83190048e-02 1.20509003e-01 1.09376155e-01
1.39148127e-02 -1.11075284e-01 2.30445061e-01 -7.67911152e-02
1.85160163e-01 -2.09502068e-03]
[ 2.89187606e-02 -9.37530303e-02 2.19420068e-01 -2.07318231e-01
3.36403369e-02 1.01786891e-01 -2.64996131e-02 -1.12454034e-01
4.46855274e-02 2.67473865e-01]]
[[ 0.47105499]
[ 1.24084726]
[ 0.22088984]
[ 0.68214434]
[-2.25183298]
[-0.2704952 ]
[-1.40217034]
[ 0.00727453]
[ 0.53662803]
[ 0.72829006]]
Progress: 14.3% ... Training loss: 0.341 ... Validation loss: 0.555[[ 1.62413009e-01 2.65689144e-01 -1.12947611e-01 1.10388996e-01
-5.62890261e-01 -7.03907012e-02 -1.00387633e-01 1.24639906e-01
-8.07689408e-02 2.07688398e-01]
[ 1.41521573e-02 1.68945349e-01 -2.04354128e-02 3.76237270e-02
1.03272858e-01 -4.99531781e-03 3.01262140e-01 4.12626079e-02
1.37019851e-01 -3.03954576e-02]
[ 1.98818586e-01 4.12911180e-01 3.33454526e-02 1.20922678e-01
3.93785424e-02 -6.42517494e-02 -5.14544064e-01 -3.29285959e-02
1.10248423e-01 3.61288708e-01]
[ -3.53342231e-02 -3.31061514e-01 -2.47253833e-01 -6.15162417e-04
6.16534828e-02 1.73093115e-01 1.61744550e-01 5.56239564e-02
3.73597469e-03 6.50325191e-02]
[ -4.67050122e-03 1.91947890e-01 -1.48551114e-01 3.91006158e-02
1.11738599e-01 -1.77711121e-01 1.96117493e-02 -1.20300027e-01
-1.93714103e-01 3.00417608e-02]
[ -3.45477874e-01 -2.90868139e-01 -2.85608401e-01 1.49275827e-01
1.40974849e-01 4.85125655e-02 -5.03647922e-03 -3.49781165e-02
-4.88179271e-03 3.58263064e-02]
[ -6.01537377e-03 -1.47566470e-01 8.43878800e-03 9.40132184e-02
-4.78000560e-02 -7.09042075e-02 1.71094049e-01 -1.89179886e-01
1.80462518e-01 3.65994486e-02]
[ 1.14652484e-01 -2.00167314e-01 3.28167021e-02 -6.70647759e-02
1.56073880e-01 -4.38838808e-02 4.15194979e-02 1.23052750e-01
6.87833539e-02 -1.62344755e-02]
[ -1.52275979e-01 -1.99165322e-02 -2.98172705e-01 3.66636896e-03
-9.78978969e-02 6.13420116e-02 -2.76441053e-01 -2.67135275e-02
2.77626651e-01 -9.43300461e-02]
[ 6.37909750e-02 -2.07574680e-01 8.89578467e-02 2.86964971e-02
1.42376141e-01 -1.05701822e-01 1.96855867e-02 -9.77374306e-02
-1.92761201e-03 1.44572474e-01]
[ -7.40305423e-02 1.17283247e-01 3.62207160e-04 -1.53070530e-01
1.57152450e-02 2.33868735e-02 6.02858157e-02 -1.01739352e-01
-1.91372443e-02 -1.19146828e-01]
[ -8.63544160e-02 2.53792014e-02 -5.98095541e-02 1.93961245e-02
2.63969992e-01 9.09177332e-02 -5.83040653e-02 -1.44786418e-02
-1.45179765e-01 -1.73685836e-01]
[ -1.55679437e-01 7.00919628e-03 6.25877936e-02 2.36349664e-02
-1.76939229e-01 -2.20429302e-01 -1.81610044e-01 -1.96915431e-01
8.86559710e-02 1.76257777e-01]
[ -2.10368471e-01 -1.26265829e-01 1.22064725e-01 2.76890235e-01
-1.45946349e-01 -8.55495585e-02 -1.39131349e-01 -2.54788710e-01
-2.02897958e-01 1.49703383e-02]
[ 1.16704106e-01 -4.15740228e-02 -1.82486786e-02 1.15332532e-01
-1.11821423e-02 -8.25450846e-02 1.04212605e-01 4.35882382e-03
2.94178343e-02 2.15677416e-02]
[ 3.47456412e-02 -3.62905003e-02 -2.12341559e-01 1.43308612e-01
-5.00674491e-02 8.99510507e-02 -8.89889679e-02 -2.00539215e-02
-9.84551016e-02 -6.29444133e-03]
[ -1.30288081e-01 -6.41578260e-02 -2.07981040e-01 1.44240299e-01
4.89603295e-03 1.38822551e-01 2.30636025e-02 -2.50480356e-01
5.75360239e-02 -2.12800640e-01]
[ -7.04646201e-02 -3.07985940e-02 2.76093820e-01 9.88410137e-02
1.16888091e-01 -6.21513648e-02 -1.32844715e-01 1.21004523e-01
6.90135196e-02 3.35346354e-02]
[ 4.08471558e-02 -3.47609224e-02 8.19071213e-02 7.34725210e-02
1.32278957e-01 -1.32138926e-02 2.81800658e-01 1.20297147e-01
-4.92185898e-02 -7.97025916e-02]
[ 6.51933854e-04 -1.64391371e-01 -2.93256900e-01 -5.70942722e-02
2.59479891e-01 -8.71724655e-02 1.89980335e-01 1.64399424e-01
9.99748522e-02 -3.89163956e-02]
[ 5.11003807e-02 1.44574393e-02 -1.19329033e-01 4.07784028e-02
-8.19856064e-02 3.25861869e-01 2.47559522e-01 2.05534871e-01
-1.67682473e-01 -5.65253914e-02]
[ 2.02636504e-02 2.12739546e-02 1.29203621e-01 1.28179806e-01
-8.00142452e-02 9.86197360e-02 -2.14697942e-01 -3.98484311e-02
2.24868223e-01 1.05401820e-01]
[ 1.04632628e-01 7.32751059e-02 -5.09066158e-02 -1.09082371e-01
-9.26043748e-02 -3.28083177e-01 1.10346436e-01 8.45049109e-03
1.36953091e-01 8.48499661e-02]
[ -9.61411062e-02 2.47702365e-02 -1.44737661e-02 2.53123991e-02
1.37300267e-03 -2.03542470e-01 -9.80285165e-02 -1.94688066e-02
1.60229035e-02 1.32130135e-01]
[ -1.30853278e-01 -2.02456947e-02 -1.91151748e-01 1.42867625e-02
-3.04585300e-01 -1.07188573e-02 -5.60488228e-02 -2.24783995e-02
1.73819715e-02 8.32751643e-02]
[ -5.46355108e-03 8.42087583e-03 -6.27686864e-02 -9.35691266e-02
4.23303701e-01 2.64160607e-01 4.59136124e-01 1.14671440e-01
-1.55181239e-01 -3.34480207e-01]
[ 1.20921853e-02 -2.67997254e-01 -1.57735377e-02 -3.37082828e-02
5.38769287e-01 8.75023565e-02 4.07267715e-01 9.33074063e-02
5.87832209e-02 -3.35191846e-01]
[ 3.23740225e-02 -3.36568994e-01 -3.27441765e-02 -7.85480766e-02
5.85749740e-01 1.36834451e-02 3.91183955e-01 4.99824813e-02
-3.39356840e-01 -1.83949222e-01]
[ -1.31246256e-01 -4.63383847e-01 8.34739246e-03 -1.52321579e-01
6.10949459e-01 -1.07375786e-01 4.89141027e-01 -8.00238341e-02
-2.86514601e-02 1.29127342e-01]
[ -2.58294662e-01 -2.83784239e-01 6.89372223e-02 -9.92887413e-03
8.07948952e-01 1.29601066e-01 3.05246029e-01 4.96247927e-02
-5.98387664e-02 -9.63871845e-02]
[ -1.50166568e-01 -1.40624518e-01 2.74157482e-01 -1.73973353e-01
4.49475945e-01 -6.76776200e-02 5.22064442e-01 1.65998323e-02
-2.02003587e-01 4.06903935e-02]
[ -9.07482237e-02 -1.10319968e-01 -1.62857428e-01 -4.95014563e-02
3.28172250e-01 -2.47309157e-01 6.22248260e-02 1.71791188e-01
2.98285246e-02 -6.57774899e-02]
[ 1.22122121e-01 2.52528522e-01 1.68575452e-01 -7.70025902e-02
-1.19327918e-01 4.54284547e-02 -1.65613552e-01 2.84811445e-01
8.42345694e-02 1.86056008e-01]
[ 3.38502718e-01 2.81163763e-01 -8.86837278e-02 3.04504322e-01
-8.85487351e-01 -2.83997261e-01 -4.41409359e-01 1.77427825e-01
3.69134849e-01 -5.68420500e-02]
[ 5.77515629e-02 1.72289054e-01 2.57558033e-01 2.66766107e-01
-1.04930903e-01 -2.00314627e-01 -2.05645872e-01 -1.31950419e-01
-1.27677053e-01 -2.70107665e-01]
[ 3.59265289e-02 -1.83243293e-02 -1.12042916e-01 -3.59608162e-02
1.99505905e-01 3.59997346e-02 -4.07716173e-02 -1.83341117e-01
4.88266263e-02 2.26975071e-01]
[ -1.23755641e-02 -8.63091271e-02 -7.23905286e-02 -6.97791366e-02
4.82226491e-02 -1.67926010e-01 1.24832572e-01 9.63494245e-03
2.33334907e-02 -9.81795837e-03]
[ 1.80303425e-02 3.55304101e-02 2.40286467e-01 5.91247101e-02
-1.79014775e-01 -1.28057358e-01 1.48352255e-01 3.94757623e-02
-1.97941616e-01 9.62543513e-02]
[ 4.93524110e-02 -2.86348114e-02 9.78652513e-02 -2.44250372e-02
-1.37956779e-01 8.15347510e-02 1.30718819e-01 -2.71762204e-01
-4.16097157e-02 -1.19784053e-01]
[ -3.50018129e-02 2.25703562e-02 7.37953409e-02 -6.37587899e-02
7.47426817e-02 1.93940700e-01 1.65823201e-01 1.17359867e-01
-4.70178894e-02 1.43973979e-01]
[ 2.14069644e-01 4.13347404e-02 2.58703074e-02 7.24218460e-02
8.57705486e-02 -1.82807702e-02 -1.34225556e-01 1.47904283e-01
-6.12258991e-02 -2.67475507e-02]
[ 1.18145722e-02 -9.74827524e-02 2.60490536e-03 -2.76411016e-03
-2.71916607e-01 -1.07670431e-01 -1.23875577e-01 3.96009667e-02
8.72720425e-02 1.53761099e-01]
[ -1.70417480e-02 4.47587332e-01 9.12910389e-02 3.28124296e-01
-8.46701912e-01 -2.79621628e-01 -5.30834226e-01 -7.62990519e-02
2.16882581e-01 2.55792891e-01]
[ 1.32343954e-01 4.39898648e-01 3.81185280e-02 3.47244697e-01
-6.25929502e-01 -5.82835206e-02 -3.51248981e-01 1.48126392e-01
1.43576364e-01 4.29469955e-01]
[ 2.47560017e-01 2.66106155e-01 2.38730409e-01 1.21201878e-01
-3.31145017e-01 8.91873486e-02 -1.72323406e-01 1.62004676e-01
2.19805242e-01 5.58622177e-02]
[ -8.21041723e-02 1.92328723e-01 2.37400850e-01 1.88836823e-03
7.09253396e-03 1.36116832e-01 -7.05113983e-02 -1.55092445e-02
-4.46071990e-02 3.78259737e-02]
[ -1.00814294e-01 -1.67219230e-02 2.34355874e-02 8.63512092e-02
-3.13669045e-02 1.18868284e-01 2.69102478e-01 2.02341099e-02
-2.80232849e-01 -9.94807158e-02]
[ -2.10683044e-01 5.46729352e-03 -8.89135345e-02 -3.32368029e-01
1.42535949e-01 1.15973674e-01 7.59555626e-02 1.04150653e-01
-1.98733348e-01 4.43006155e-02]
[ 3.46117074e-02 -2.99161305e-01 -1.15328013e-01 -1.27511016e-01
2.64030747e-01 1.45761421e-02 9.95199598e-02 1.54174668e-01
-1.38167643e-01 -1.83351725e-01]
[ 1.57119296e-01 -1.16533922e-01 -1.34175660e-01 8.59447562e-03
1.12921903e-01 -6.58861993e-02 -4.97995040e-02 -1.47838522e-01
1.40701121e-01 -8.91580670e-02]
[ -1.23931121e-01 1.57820034e-01 2.54973970e-01 -3.24891858e-02
1.88711400e-01 9.26476731e-02 -1.31216481e-02 -2.98844068e-01
-1.30883252e-01 -6.62053160e-02]
[ -3.51576555e-01 1.06834945e-01 1.02330474e-02 -2.96692199e-02
1.24303376e-01 -1.68478402e-01 -5.19548711e-02 2.35273767e-01
-9.54082294e-02 8.15070762e-02]
[ 1.44210536e-01 1.07249310e-01 -2.42441501e-01 -1.03118456e-01
1.28360417e-01 -2.87346257e-01 1.34670545e-02 -1.68028034e-01
-1.19885411e-02 -1.96481693e-01]
[ 2.04321337e-01 -1.50219062e-01 5.76001467e-02 -3.33108108e-02
7.37833934e-02 -2.67233713e-02 -3.73256491e-03 -1.37028730e-01
1.02008259e-01 -1.88321828e-01]
[ -1.02477483e-01 -1.48944544e-02 1.21218319e-01 1.11543603e-01
7.51993179e-03 -1.11967444e-01 2.26282304e-01 -7.67667408e-02
1.86880297e-01 2.63137485e-04]
[ 2.98018553e-02 -9.13267158e-02 2.19867330e-01 -2.05831716e-01
2.82850147e-02 1.01213294e-01 -2.91713436e-02 -1.12438290e-01
4.58963730e-02 2.68621288e-01]]
[[ 0.49553759]
[ 1.2660375 ]
[ 0.24430559]
[ 0.70917774]
[-2.2362867 ]
[-0.25200555]
[-1.38210693]
[ 0.03192152]
[ 0.56235101]
[ 0.7565201 ]]
Progress: 14.4% ... Training loss: 0.345 ... Validation loss: 0.562[[ 1.58371749e-01 2.54949746e-01 -1.14927127e-01 1.04483762e-01
-5.43340138e-01 -6.82836041e-02 -8.90417306e-02 1.24379430e-01
-8.54387717e-02 2.01286324e-01]
[ 1.42240811e-02 1.69061799e-01 -2.04022766e-02 3.77472718e-02
1.02662779e-01 -5.03473235e-03 3.01023616e-01 4.12674354e-02
1.37101317e-01 -3.03638390e-02]
[ 2.00212132e-01 4.15448690e-01 3.39544072e-02 1.22815773e-01
3.41529198e-02 -6.48163974e-02 -5.17707272e-01 -3.28335512e-02
1.11649935e-01 3.63069590e-01]
[ -4.03865785e-02 -3.41784438e-01 -2.49511899e-01 -7.49820029e-03
8.24057459e-02 1.75420123e-01 1.74707072e-01 5.53057431e-02
-1.82220271e-03 5.80993844e-02]
[ -6.05907992e-03 1.85923858e-01 -1.49061558e-01 3.69081182e-02
1.17499728e-01 -1.76848871e-01 2.36448704e-02 -1.20393907e-01
-1.94922698e-01 2.74991170e-02]
[ -3.46706042e-01 -2.94110955e-01 -2.86238128e-01 1.47387652e-01
1.46658328e-01 4.91444994e-02 -1.62986707e-03 -3.50649651e-02
-6.29669827e-03 3.38325573e-02]
[ -8.42355590e-03 -1.53675062e-01 7.27235607e-03 9.06398081e-02
-3.65751514e-02 -6.97175301e-02 1.77489585e-01 -1.89328355e-01
1.77695456e-01 3.30470473e-02]
[ 1.14578060e-01 -2.00758007e-01 3.27742689e-02 -6.72647857e-02
1.56458807e-01 -4.37635574e-02 4.19731958e-02 1.23048996e-01
6.87268008e-02 -1.66766380e-02]
[ -1.53373881e-01 -2.25732057e-02 -2.98697521e-01 2.08797597e-03
-9.28477583e-02 6.18911976e-02 -2.73250846e-01 -2.67837968e-02
2.76362679e-01 -9.60937300e-02]
[ 6.18727056e-02 -2.12613163e-01 8.79702305e-02 2.58534455e-02
1.51952166e-01 -1.04695988e-01 2.49291302e-02 -9.78587208e-02
-4.09840881e-03 1.41315278e-01]
[ -7.60393664e-02 1.11980010e-01 -6.43475928e-04 -1.56070279e-01
2.48145120e-02 2.44330467e-02 6.60504723e-02 -1.01872102e-01
-2.14884822e-02 -1.22293104e-01]
[ -8.72359981e-02 2.31221474e-02 -6.01796620e-02 1.81989374e-02
2.67638149e-01 9.13538466e-02 -5.58662122e-02 -1.45339432e-02
-1.46160223e-01 -1.75034361e-01]
[ -1.55679437e-01 7.00919628e-03 6.25877936e-02 2.36349664e-02
-1.76939229e-01 -2.20429302e-01 -1.81610044e-01 -1.96915431e-01
8.86559710e-02 1.76257777e-01]
[ -2.10898596e-01 -1.27713947e-01 1.21764838e-01 2.76070245e-01
-1.43465378e-01 -8.52522542e-02 -1.37525114e-01 -2.54827297e-01
-2.03537832e-01 1.40708833e-02]
[ 1.15866315e-01 -4.36235938e-02 -1.86342680e-02 1.14134177e-01
-7.37387007e-03 -8.21578783e-02 1.06322930e-01 4.30520255e-03
2.85413309e-02 2.02975100e-02]
[ 3.49235574e-02 -3.58959239e-02 -2.12261288e-01 1.43520118e-01
-5.08298424e-02 8.98706334e-02 -8.94875316e-02 -2.00448795e-02
-9.82817629e-02 -6.03458995e-03]
[ -1.30956766e-01 -6.58593488e-02 -2.08256050e-01 1.43347027e-01
7.79192542e-03 1.39158504e-01 2.48736512e-02 -2.50521006e-01
5.67849202e-02 -2.13801426e-01]
[ -7.23743598e-02 -3.56543460e-02 2.75083528e-01 9.60768453e-02
1.25662840e-01 -6.11828978e-02 -1.27489373e-01 1.20880990e-01
6.68233076e-02 3.06080952e-02]
[ 4.15612856e-02 -3.36496358e-02 8.22861865e-02 7.44626432e-02
1.29712108e-01 -1.35154318e-02 2.79955037e-01 1.20348229e-01
-4.84243609e-02 -7.86508208e-02]
[ 1.02593975e-03 -1.63320464e-01 -2.93048244e-01 -5.64909169e-02
2.57580153e-01 -8.73790961e-02 1.88906790e-01 1.64426872e-01
1.00445553e-01 -3.83845176e-02]
[ 5.06666519e-02 1.33151856e-02 -1.19575148e-01 4.00491552e-02
-7.99397060e-02 3.26106484e-01 2.48797223e-01 2.05502299e-01
-1.68260099e-01 -5.73708069e-02]
[ 1.90079573e-02 1.82834583e-02 1.28597788e-01 1.26397244e-01
-7.45188972e-02 9.92246393e-02 -2.11358249e-01 -3.99276216e-02
2.23513416e-01 1.03502569e-01]
[ 1.04502066e-01 7.29830699e-02 -5.09583809e-02 -1.09251709e-01
-9.18140906e-02 -3.28012294e-01 1.10800370e-01 8.44380032e-03
1.36772191e-01 8.46179795e-02]
[ -9.60630711e-02 2.49672036e-02 -1.44380152e-02 2.54071483e-02
9.67154804e-04 -2.03581109e-01 -9.82466898e-02 -1.94649470e-02
1.60962477e-02 1.32237949e-01]
[ -1.31239717e-01 -2.11384554e-02 -1.91344404e-01 1.37039736e-02
-3.02898440e-01 -1.05128416e-02 -5.48801446e-02 -2.25043289e-02
1.69388914e-02 8.26455204e-02]
[ -6.67544067e-03 5.25915652e-03 -6.33622287e-02 -9.53245913e-02
4.28847389e-01 2.64763649e-01 4.62555823e-01 1.14593318e-01
-1.56561082e-01 -3.36360490e-01]
[ 1.17480030e-02 -2.68808609e-01 -1.59440635e-02 -3.42030224e-02
5.40315092e-01 8.76782404e-02 4.08163255e-01 9.32853818e-02
5.84009108e-02 -3.35719657e-01]
[ 3.23335606e-02 -3.36649158e-01 -3.27635984e-02 -7.86074112e-02
5.85921057e-01 1.37038777e-02 3.91277514e-01 4.99798399e-02
-3.39400746e-01 -1.84009172e-01]
[ -1.32002086e-01 -4.65273151e-01 7.96707379e-03 -1.53439924e-01
6.14235265e-01 -1.06988827e-01 4.91250211e-01 -8.00737831e-02
-2.95393904e-02 1.27986436e-01]
[ -2.59325918e-01 -2.86143184e-01 6.84259988e-02 -1.14273210e-02
8.12122716e-01 1.30114267e-01 3.08133583e-01 4.95574657e-02
-6.09968857e-02 -9.79587815e-02]
[ -1.50792559e-01 -1.42216090e-01 2.73852526e-01 -1.74879167e-01
4.52150948e-01 -6.73745762e-02 5.23674993e-01 1.65594294e-02
-2.02723006e-01 3.97590423e-02]
[ -9.11355279e-02 -1.11270330e-01 -1.63034965e-01 -5.00764429e-02
3.30031882e-01 -2.47123567e-01 6.32370368e-02 1.71764761e-01
2.93757787e-02 -6.63894168e-02]
[ 1.21485942e-01 2.51070732e-01 1.68270938e-01 -7.79144496e-02
-1.16494258e-01 4.57474907e-02 -1.63894333e-01 2.84770686e-01
8.35560122e-02 1.85131107e-01]
[ 3.38878084e-01 2.82327169e-01 -8.84430340e-02 3.05146535e-01
-8.87159972e-01 -2.84216674e-01 -4.42697572e-01 1.77458409e-01
3.69542769e-01 -5.60983141e-02]
[ 5.75148828e-02 1.71646252e-01 2.57430516e-01 2.66406418e-01
-1.03803979e-01 -2.00183388e-01 -2.05009788e-01 -1.31966867e-01
-1.27963723e-01 -2.70495560e-01]
[ 3.54796634e-02 -1.93712909e-02 -1.12262872e-01 -3.65840814e-02
2.01569615e-01 3.62241147e-02 -3.96334230e-02 -1.83369369e-01
4.83466384e-02 2.26415709e-01]
[ -1.28119402e-02 -8.73227876e-02 -7.25965908e-02 -7.04062638e-02
5.01787389e-02 -1.67729211e-01 1.25967295e-01 9.60701047e-03
2.28506491e-02 -1.04484720e-02]
[ 1.87143857e-02 3.73308421e-02 2.40568737e-01 6.01090627e-02
-1.81993673e-01 -1.28393866e-01 1.46493047e-01 3.95202308e-02
-1.97165362e-01 9.71285783e-02]
[ 4.97531287e-02 -2.76140147e-02 9.80522823e-02 -2.38654860e-02
-1.39734748e-01 8.13362294e-02 1.29605474e-01 -2.71738464e-01
-4.11720711e-02 -1.19172042e-01]
[ -3.42849294e-02 2.42135858e-02 7.41367547e-02 -6.27438676e-02
7.17258125e-02 1.93576441e-01 1.63905503e-01 1.17406171e-01
-4.61670595e-02 1.44838123e-01]
[ 2.13803978e-01 4.05256565e-02 2.57116890e-02 7.19641939e-02
8.72191350e-02 -1.81249290e-02 -1.33444714e-01 1.47883897e-01
-6.16050432e-02 -2.72239817e-02]
[ 1.20555112e-02 -9.68445666e-02 2.72878661e-03 -2.39544456e-03
-2.72790342e-01 -1.07794356e-01 -1.24457360e-01 3.96178162e-02
8.74961846e-02 1.54120983e-01]
[ -1.64524402e-02 4.48288880e-01 9.15778187e-02 3.28892282e-01
-8.49079249e-01 -2.79809726e-01 -5.32024819e-01 -7.62603887e-02
2.17559753e-01 2.56530535e-01]
[ 1.32255434e-01 4.39524476e-01 3.81109007e-02 3.47175236e-01
-6.25643025e-01 -5.82451828e-02 -3.50941584e-01 1.48122698e-01
1.43495960e-01 4.29281099e-01]
[ 2.47592572e-01 2.66183852e-01 2.38745389e-01 1.21245342e-01
-3.31279961e-01 8.91717180e-02 -1.72413030e-01 1.62006655e-01
2.19837037e-01 5.59106385e-02]
[ -8.20765542e-02 1.92436358e-01 2.37420173e-01 1.93315436e-03
6.96597364e-03 1.36103178e-01 -7.05851176e-02 -1.55075605e-02
-4.45757196e-02 3.78886401e-02]
[ -1.00938435e-01 -1.70808115e-02 2.33763104e-02 8.61726448e-02
-3.08223440e-02 1.18921555e-01 2.69311337e-01 2.02270044e-02
-2.80302809e-01 -9.97009548e-02]
[ -2.11236800e-01 3.95478035e-03 -8.91997478e-02 -3.33204531e-01
1.45230774e-01 1.16277803e-01 7.76387907e-02 1.04112850e-01
-1.99415329e-01 4.34103933e-02]
[ 3.39207013e-02 -3.00853716e-01 -1.15660482e-01 -1.28505692e-01
2.67123282e-01 1.49130859e-02 1.01443350e-01 1.54130327e-01
-1.38943553e-01 -1.84404210e-01]
[ 1.56097378e-01 -1.19083676e-01 -1.34615606e-01 7.19033126e-03
1.17380988e-01 -6.53759182e-02 -4.70290401e-02 -1.47904297e-01
1.39575833e-01 -9.07142891e-02]
[ -1.24446356e-01 1.56268600e-01 2.54698045e-01 -3.32470740e-02
1.90506752e-01 9.28850445e-02 -1.16467109e-02 -2.98876136e-01
-1.31454429e-01 -6.71177957e-02]
[ -3.52618020e-01 1.03342110e-01 9.69797863e-03 -3.13264331e-02
1.29491391e-01 -1.67836507e-01 -4.86653498e-02 2.35204508e-01
-9.65944924e-02 7.98477842e-02]
[ 1.43229458e-01 1.04791901e-01 -2.42896462e-01 -1.04531680e-01
1.32725726e-01 -2.86855395e-01 1.61416759e-02 -1.68090623e-01
-1.31182263e-02 -1.97931170e-01]
[ 2.03043156e-01 -1.52904841e-01 5.69734573e-02 -3.52140518e-02
8.01935691e-02 -2.60867305e-02 -3.28879438e-04 -1.37111560e-01
1.00442335e-01 -1.90216809e-01]
[ -1.03659838e-01 -1.79059922e-02 1.20648501e-01 1.09858580e-01
1.30004805e-02 -1.11373338e-01 2.29537213e-01 -7.68441844e-02
1.85486860e-01 -1.53260422e-03]
[ 3.10134099e-02 -8.81767417e-02 2.20406332e-01 -2.04050970e-01
2.29299794e-02 1.00590258e-01 -3.25934288e-02 -1.12357666e-01
4.73656535e-02 2.70137486e-01]]
[[ 0.47856366]
[ 1.25168794]
[ 0.22912393]
[ 0.68845984]
[-2.26126295]
[-0.27201753]
[-1.40765789]
[ 0.0126807 ]
[ 0.54310713]
[ 0.73809289]]
Progress: 14.4% ... Training loss: 0.338 ... Validation loss: 0.545[[ 1.57369826e-01 2.52278745e-01 -1.15433823e-01 1.02872308e-01
-5.37638255e-01 -6.77124308e-02 -8.53623814e-02 1.24350094e-01
-8.66251421e-02 1.99545398e-01]
[ 1.42186902e-02 1.69153795e-01 -2.04089456e-02 3.77585437e-02
1.02676118e-01 -5.03435289e-03 3.00999988e-01 4.12671781e-02
1.37081957e-01 -3.03456091e-02]
[ 1.99368906e-01 4.13589398e-01 3.34201534e-02 1.21207778e-01
4.01610215e-02 -6.43475728e-02 -5.14935014e-01 -3.28639743e-02
1.10315293e-01 3.61582100e-01]
[ -3.82655199e-02 -3.36980854e-01 -2.48454956e-01 -4.27469787e-03
7.13073867e-02 1.74341728e-01 1.69164729e-01 5.53646221e-02
5.55045415e-04 6.15600350e-02]
[ -4.77743269e-03 1.88907639e-01 -1.48506933e-01 3.85834796e-02
1.12424592e-01 -1.77622640e-01 2.05221756e-02 -1.20363968e-01
-1.93327678e-01 2.93344502e-02]
[ -3.46991476e-01 -2.94954873e-01 -2.86359555e-01 1.46927062e-01
1.48027573e-01 4.93082980e-02 -6.32980882e-04 -3.50725700e-02
-6.59016076e-03 3.33637306e-02]
[ -7.67797534e-03 -1.51665041e-01 7.63553249e-03 9.17168469e-02
-3.99887470e-02 -7.01391451e-02 1.75281846e-01 -1.89311098e-01
1.78530381e-01 3.41121202e-02]
[ 1.12856849e-01 -2.05119112e-01 3.18653931e-02 -6.99096894e-02
1.64629125e-01 -4.27960219e-02 4.70808936e-02 1.23001001e-01
6.66741256e-02 -1.94120212e-02]
[ -1.52893569e-01 -2.18479169e-02 -2.98456936e-01 2.73723910e-03
-9.43915147e-02 6.16341530e-02 -2.73815841e-01 -2.67713428e-02
2.76843400e-01 -9.54309562e-02]
[ 6.07019637e-02 -2.15352287e-01 8.73751132e-02 2.40056870e-02
1.58076984e-01 -1.04084673e-01 2.84593725e-02 -9.78925637e-02
-5.49944262e-03 1.39346589e-01]
[ -7.52718814e-02 1.13504984e-01 -2.64473603e-04 -1.54966398e-01
2.15760835e-02 2.40183801e-02 6.45228946e-02 -1.01852227e-01
-2.06535635e-02 -1.21126212e-01]
[ -8.76134934e-02 2.18665824e-02 -6.03900897e-02 1.75636227e-02
2.69333970e-01 9.16098732e-02 -5.45370271e-02 -1.45458626e-02
-1.46624600e-01 -1.75708927e-01]
[ -1.55679437e-01 7.00919628e-03 6.25877936e-02 2.36349664e-02
-1.76939229e-01 -2.20429302e-01 -1.81610044e-01 -1.96915431e-01
8.86559710e-02 1.76257777e-01]
[ -2.11168079e-01 -1.28359334e-01 1.21650188e-01 2.75656095e-01
-1.42297517e-01 -8.50852127e-02 -1.36645694e-01 -2.54834757e-01
-2.03837224e-01 1.36504203e-02]
[ 1.15616247e-01 -4.42549545e-02 -1.87541506e-02 1.13777889e-01
-6.26114990e-03 -8.20320297e-02 1.07078053e-01 4.29869019e-03
2.82635378e-02 1.99148253e-02]
[ 3.49297165e-02 -3.59713015e-02 -2.12253719e-01 1.43504131e-01
-5.06618321e-02 8.98612315e-02 -8.94804664e-02 -2.00443080e-02
-9.82459990e-02 -6.05024577e-03]
[ -1.30100153e-01 -6.38934077e-02 -2.07875342e-01 1.44534785e-01
3.95828248e-03 1.38704682e-01 2.25977477e-02 -2.50501496e-01
5.77621209e-02 -2.12587545e-01]
[ -7.20197381e-02 -3.45580112e-02 2.75264925e-01 9.66340266e-02
1.23968634e-01 -6.13957549e-02 -1.28652650e-01 1.20890683e-01
6.72146298e-02 3.11942055e-02]
[ 4.08690867e-02 -3.51929043e-02 8.19583910e-02 7.34031105e-02
1.33029305e-01 -1.31195538e-02 2.81895570e-01 1.20328590e-01
-4.92674818e-02 -7.97253394e-02]
[ 3.69825712e-04 -1.64983879e-01 -2.93399376e-01 -5.75318407e-02
2.60846893e-01 -8.70152333e-02 1.90646789e-01 1.64407596e-01
9.96509779e-02 -3.94005060e-02]
[ 4.96446599e-02 1.06897705e-02 -1.20077404e-01 3.85430376e-02
-7.52601822e-02 3.26693064e-01 2.51865597e-01 2.05475328e-01
-1.69465135e-01 -5.90146613e-02]
[ 1.99330340e-02 2.01693709e-02 1.29026786e-01 1.27712669e-01
-7.81703936e-02 9.86832487e-02 -2.13203282e-01 -3.99025079e-02
2.24515014e-01 1.04871627e-01]
[ 1.04199928e-01 7.22529286e-02 -5.10968929e-02 -1.09692026e-01
-9.03475585e-02 -3.27843805e-01 1.11671678e-01 8.43577287e-03
1.36432912e-01 8.41462364e-02]
[ -9.58396791e-02 2.53748245e-02 -1.43241825e-02 2.57135157e-02
-1.25693544e-04 -2.03698324e-01 -9.88716568e-02 -1.94588870e-02
1.63550605e-02 1.32573712e-01]
[ -1.31194337e-01 -2.10496137e-02 -1.91329223e-01 1.37913664e-02
-3.03222619e-01 -1.05331802e-02 -5.49009369e-02 -2.25032788e-02
1.70028974e-02 8.26892532e-02]
[ -6.72728788e-03 5.07454735e-03 -6.33932748e-02 -9.54094729e-02
4.29058682e-01 2.64791878e-01 4.62775018e-01 1.14592238e-01
-1.56615425e-01 -3.36466042e-01]
[ 1.15862209e-02 -2.69275144e-01 -1.60200137e-02 -3.44382621e-02
5.40912803e-01 8.77640460e-02 4.08628103e-01 9.32811332e-02
5.82139042e-02 -3.35977063e-01]
[ 3.20499661e-02 -3.37423147e-01 -3.29069564e-02 -7.90357891e-02
5.87393865e-01 1.38652487e-02 3.92123685e-01 4.99722977e-02
-3.39728135e-01 -1.84470833e-01]
[ -1.32616843e-01 -4.66832412e-01 7.66299785e-03 -1.54364564e-01
6.17194508e-01 -1.06626491e-01 4.93082602e-01 -8.00906904e-02
-3.02544283e-02 1.27104917e-01]
[ -2.59355249e-01 -2.86245052e-01 6.84157075e-02 -1.14578346e-02
8.12280512e-01 1.30126713e-01 3.08245960e-01 4.95568896e-02
-6.10190087e-02 -9.79709391e-02]
[ -1.50921347e-01 -1.42529233e-01 2.73800486e-01 -1.75062806e-01
4.52756594e-01 -6.73017798e-02 5.24029681e-01 1.65560337e-02
-2.02869158e-01 3.95800660e-02]
[ -9.16713178e-02 -1.12675337e-01 -1.63299196e-01 -5.08762257e-02
3.32610909e-01 -2.46812745e-01 6.48502928e-02 1.71750065e-01
2.87494368e-02 -6.72247642e-02]
[ 1.21994337e-01 2.52490421e-01 1.68524972e-01 -7.71126717e-02
-1.19130609e-01 4.54521933e-02 -1.65481394e-01 2.84784996e-01
8.41512159e-02 1.85922741e-01]
[ 3.38329137e-01 2.80940810e-01 -8.87007122e-02 3.04342273e-01
-8.85062206e-01 -2.83883223e-01 -4.41026774e-01 1.77443626e-01
3.68887571e-01 -5.69976622e-02]
[ 5.74117038e-02 1.71309276e-01 2.57362953e-01 2.66210548e-01
-1.03114805e-01 -2.00113125e-01 -2.04710517e-01 -1.31970570e-01
-1.28115359e-01 -2.70695345e-01]
[ 3.59601616e-02 -1.81212245e-02 -1.12012229e-01 -3.58101991e-02
1.99025249e-01 3.59267796e-02 -4.11032936e-02 -1.83355279e-01
4.89461339e-02 2.27108239e-01]
[ -1.27959875e-02 -8.73070082e-02 -7.26049691e-02 -7.04216159e-02
5.01711029e-02 -1.67741275e-01 1.25943865e-01 9.60624055e-03
2.28506569e-02 -1.03808380e-02]
[ 1.84463582e-02 3.65729073e-02 2.40436489e-01 5.96833569e-02
-1.80622205e-01 -1.28228127e-01 1.47353306e-01 3.95123553e-02
-1.97487045e-01 9.66736418e-02]
[ 4.97227346e-02 -2.76800826e-02 9.80411804e-02 -2.39164473e-02
-1.39633934e-01 8.13542851e-02 1.29684295e-01 -2.71739330e-01
-4.12015465e-02 -1.19229617e-01]
[ -3.43094185e-02 2.42264769e-02 7.41188760e-02 -6.28097457e-02
7.19401453e-02 1.93586611e-01 1.63992323e-01 1.17404940e-01
-4.62171222e-02 1.44786194e-01]
[ 2.12817565e-01 3.82129781e-02 2.52500103e-02 7.05277331e-02
9.18907029e-02 -1.76016161e-02 -1.30706757e-01 1.47857645e-01
-6.27301066e-02 -2.87450345e-02]
[ 1.28201990e-02 -9.49511351e-02 3.10488562e-03 -1.28143123e-03
-2.76243450e-01 -1.08225088e-01 -1.26469483e-01 3.96369583e-02
8.83164552e-02 1.55204358e-01]
[ -1.53949452e-02 4.50609730e-01 9.20542904e-02 3.30287065e-01
-8.52854527e-01 -2.80381343e-01 -5.34347930e-01 -7.62344136e-02
2.18698069e-01 2.58098135e-01]
[ 1.32534555e-01 4.40215282e-01 3.82417041e-02 3.47546877e-01
-6.26828875e-01 -5.83892705e-02 -3.51770348e-01 1.48129911e-01
1.43787051e-01 4.29731296e-01]
[ 2.47763289e-01 2.66484865e-01 2.38811984e-01 1.21503278e-01
-3.32127762e-01 8.90654222e-02 -1.72796915e-01 1.62011536e-01
2.20056992e-01 5.61722843e-02]
[ -8.19547383e-02 1.92781883e-01 2.37472130e-01 2.10776132e-03
6.39991601e-03 1.36035964e-01 -7.08873366e-02 -1.55045018e-02
-4.44427353e-02 3.80355140e-02]
[ -1.00914302e-01 -1.70234223e-02 2.33893766e-02 8.62117054e-02
-3.09518004e-02 1.18906282e-01 2.69243686e-01 2.02276873e-02
-2.80274920e-01 -9.96632817e-02]
[ -2.11655918e-01 2.87427670e-03 -8.94001705e-02 -3.33808442e-01
1.47185498e-01 1.16506999e-01 7.87542118e-02 1.04101800e-01
-1.99844055e-01 4.27730833e-02]
[ 3.39035912e-02 -3.00885937e-01 -1.15668751e-01 -1.28527109e-01
2.67168030e-01 1.49216842e-02 1.01481042e-01 1.54130062e-01
-1.38959019e-01 -1.84425182e-01]
[ 1.55605862e-01 -1.20363205e-01 -1.34878431e-01 6.41394585e-03
1.19875845e-01 -6.50701045e-02 -4.55034443e-02 -1.47918730e-01
1.38922381e-01 -9.15489705e-02]
[ -1.24145562e-01 1.57054332e-01 2.54867198e-01 -3.27037859e-02
1.88745982e-01 9.26811317e-02 -1.26116227e-02 -2.98865739e-01
-1.31042778e-01 -6.65619607e-02]
[ -3.52932892e-01 1.02607959e-01 9.53355567e-03 -3.18437421e-02
1.30984795e-01 -1.67669986e-01 -4.77510601e-02 2.35195471e-01
-9.69813971e-02 7.93532705e-02]
[ 1.43701931e-01 1.05937029e-01 -2.42709313e-01 -1.03927112e-01
1.30588048e-01 -2.87135664e-01 1.49009425e-02 -1.68080119e-01
-1.26224172e-02 -1.97277610e-01]
[ 2.03597981e-01 -1.51833024e-01 5.72241948e-02 -3.45379763e-02
7.89605213e-02 -2.63862135e-02 -1.18588523e-03 -1.37097683e-01
1.01000480e-01 -1.89444659e-01]
[ -1.04961336e-01 -2.14510259e-02 1.20019662e-01 1.07894831e-01
1.91798492e-02 -1.10609445e-01 2.33395981e-01 -7.68797524e-02
1.83981329e-01 -3.57550491e-03]
[ 3.10124513e-02 -8.80904184e-02 2.20428836e-01 -2.03996650e-01
2.24760567e-02 1.00590370e-01 -3.24975820e-02 -1.12359293e-01
4.74154449e-02 2.70051674e-01]]
[[ 0.47320734]
[ 1.24919722]
[ 0.22445152]
[ 0.68485943]
[-2.26852936]
[-0.27449686]
[-1.41401646]
[ 0.00582855]
[ 0.54053607]
[ 0.73449869]]
Progress: 14.5% ... Training loss: 0.340 ... Validation loss: 0.548[[ 1.59466398e-01 2.55554235e-01 -1.14453736e-01 1.05578116e-01
-5.46112081e-01 -6.87013046e-02 -8.97033541e-02 1.24375612e-01
-8.43774267e-02 2.02223894e-01]
[ 1.52843235e-02 1.71945300e-01 -1.99177238e-02 3.93133508e-02
9.78644713e-02 -5.65387007e-03 2.97836729e-01 4.12803434e-02
1.38237965e-01 -2.87737991e-02]
[ 2.03824479e-01 4.24260800e-01 3.55848293e-02 1.27597223e-01
1.96253156e-02 -6.67724879e-02 -5.26849532e-01 -3.28069954e-02
1.15525764e-01 3.67934223e-01]
[ -3.62199859e-02 -3.32062680e-01 -2.47493314e-01 -1.37427819e-03
6.23968418e-02 1.73105175e-01 1.63695827e-01 5.53895970e-02
2.66672021e-03 6.46774128e-02]
[ -4.34172264e-03 1.86802514e-01 -1.48242263e-01 3.88981559e-02
1.09846494e-01 -1.77481327e-01 2.23947758e-02 -1.20359219e-01
-1.92551628e-01 2.92077696e-02]
[ -3.47322352e-01 -2.96248953e-01 -2.86513968e-01 1.46485611e-01
1.49463966e-01 4.94815100e-02 7.29102290e-04 -3.50766560e-02
-6.95248862e-03 3.27121725e-02]
[ -6.41353367e-03 -1.48761353e-01 8.23307659e-03 9.34207673e-02
-4.47296775e-02 -7.07913113e-02 1.71441830e-01 -1.89295441e-01
1.79879174e-01 3.61114674e-02]
[ 1.14511795e-01 -2.01878010e-01 3.26452796e-02 -6.75845263e-02
1.56454377e-01 -4.36606956e-02 4.32557071e-02 1.23022164e-01
6.86133890e-02 -1.73334383e-02]
[ -1.53055862e-01 -2.27105490e-02 -2.98533479e-01 2.39105600e-03
-9.31068115e-02 6.17328937e-02 -2.72658632e-01 -2.67739045e-02
2.76559678e-01 -9.58175556e-02]
[ 6.24233277e-02 -2.12138505e-01 8.82062001e-02 2.63074396e-02
1.50750714e-01 -1.04981531e-01 2.45686803e-02 -9.78704184e-02
-3.62228115e-03 1.41570390e-01]
[ -7.46808484e-02 1.14675712e-01 2.86453777e-07 -1.54139406e-01
1.93657697e-02 2.36774035e-02 6.31258288e-02 -1.01845215e-01
-1.99986379e-02 -1.20345866e-01]
[ -8.74996722e-02 2.14701504e-02 -6.03394618e-02 1.76763276e-02
2.68675971e-01 9.16028201e-02 -5.43951799e-02 -1.45448495e-02
-1.46514680e-01 -1.75673302e-01]
[ -1.55679437e-01 7.00919628e-03 6.25877936e-02 2.36349664e-02
-1.76939229e-01 -2.20429302e-01 -1.81610044e-01 -1.96915431e-01
8.86559710e-02 1.76257777e-01]
[ -2.11855266e-01 -1.30302166e-01 1.21321497e-01 2.74649103e-01
-1.39138130e-01 -8.46828205e-02 -1.34416537e-01 -2.54843495e-01
-2.04649102e-01 1.25153516e-02]
[ 1.15915212e-01 -4.36844544e-02 -1.86166500e-02 1.14212847e-01
-7.56826072e-03 -8.22153592e-02 1.06359661e-01 4.30237934e-03
2.86179076e-02 2.03095656e-02]
[ 3.47393909e-02 -3.64768193e-02 -2.12340349e-01 1.43251615e-01
-4.98198624e-02 8.99659034e-02 -8.89479376e-02 -2.00465115e-02
-9.84524213e-02 -6.32803635e-03]
[ -1.29223016e-01 -6.21433884e-02 -2.07462058e-01 1.45663995e-01
1.19066147e-03 1.38251599e-01 2.01335890e-02 -2.50490839e-01
5.86175210e-02 -2.11253530e-01]
[ -7.19722915e-02 -3.43718525e-02 2.75279706e-01 9.66929952e-02
1.23707046e-01 -6.14073618e-02 -1.28872709e-01 1.20891151e-01
6.72879612e-02 3.12817768e-02]
[ 4.11844983e-02 -3.43299000e-02 8.21206049e-02 7.38858607e-02
1.31320365e-01 -1.32914454e-02 2.80865664e-01 1.20332792e-01
-4.88713243e-02 -7.91984270e-02]
[ 2.12098012e-03 -1.61022393e-01 -2.92552428e-01 -5.49130184e-02
2.52358716e-01 -8.79988228e-02 1.85710989e-01 1.64430265e-01
1.01732341e-01 -3.67582109e-02]
[ 4.91810328e-02 9.44551712e-03 -1.20306487e-01 3.78231275e-02
-7.30912841e-02 3.26976915e-01 2.53246233e-01 2.05469369e-01
-1.70029909e-01 -5.97689577e-02]
[ 2.07159919e-02 2.13629511e-02 1.29380862e-01 1.28641991e-01
-8.11358933e-02 9.82947769e-02 -2.14111939e-01 -3.98934260e-02
2.25324880e-01 1.05581774e-01]
[ 1.03800666e-01 7.12171947e-02 -5.12768417e-02 -1.10284194e-01
-8.84379704e-02 -3.27619603e-01 1.12903546e-01 8.43070285e-03
1.35951886e-01 8.35029704e-02]
[ -9.56324196e-02 2.59313808e-02 -1.42242773e-02 2.60345224e-02
-1.18351249e-03 -2.03826843e-01 -9.94897911e-02 -1.94561973e-02
1.66075767e-02 1.32915485e-01]
[ -1.31308050e-01 -2.14145041e-02 -1.91387106e-01 1.36293653e-02
-3.02940290e-01 -1.04726938e-02 -5.45259304e-02 -2.25045938e-02
1.68860007e-02 8.25019921e-02]
[ -6.89837870e-03 4.59560736e-03 -6.34780941e-02 -9.56642555e-02
4.29901430e-01 2.64894676e-01 4.63293898e-01 1.14590019e-01
-1.56810942e-01 -3.36739271e-01]
[ 1.16563463e-02 -2.69123434e-01 -1.59861864e-02 -3.43191532e-02
5.40578154e-01 8.77176088e-02 4.08435051e-01 9.32821660e-02
5.83051779e-02 -3.35848089e-01]
[ 3.18867349e-02 -3.37955910e-01 -3.29964715e-02 -7.93050635e-02
5.88107030e-01 1.39720739e-02 3.92740545e-01 4.99700179e-02
-3.39937040e-01 -1.84761936e-01]
[ -1.32816226e-01 -4.67337670e-01 7.56844034e-03 -1.54653664e-01
6.18096279e-01 -1.06509889e-01 4.93675683e-01 -8.00933006e-02
-3.04836400e-02 1.26844778e-01]
[ -2.59490413e-01 -2.86629431e-01 6.83522491e-02 -1.16516537e-02
8.12922149e-01 1.30200196e-01 3.08676626e-01 4.95551968e-02
-6.11626455e-02 -9.81853872e-02]
[ -1.51407912e-01 -1.43801417e-01 2.73565935e-01 -1.75791846e-01
4.55113266e-01 -6.70253867e-02 5.25475722e-01 1.65499692e-02
-2.03429334e-01 3.88862272e-02]
[ -9.15692814e-02 -1.12447096e-01 -1.63242376e-01 -5.07004816e-02
3.32053095e-01 -2.46880781e-01 6.45504714e-02 1.71751550e-01
2.88859387e-02 -6.70620298e-02]
[ 1.21862578e-01 2.52206212e-01 1.68461461e-01 -7.72995758e-02
-1.18475011e-01 4.55314698e-02 -1.65093394e-01 2.84783264e-01
8.40093605e-02 1.85712601e-01]
[ 3.38637506e-01 2.81291587e-01 -8.85931747e-02 3.04640798e-01
-8.85707912e-01 -2.84017715e-01 -4.41921436e-01 1.77446672e-01
3.69111088e-01 -5.65994807e-02]
[ 5.82741672e-02 1.73444809e-01 2.57763196e-01 2.67441992e-01
-1.07291067e-01 -2.00613525e-01 -2.07283119e-01 -1.31959828e-01
-1.27140696e-01 -2.69368186e-01]
[ 3.62378942e-02 -1.73202495e-02 -1.11867599e-01 -3.53774766e-02
1.97533564e-01 3.57499479e-02 -4.19265733e-02 -1.83351600e-01
4.92786000e-02 2.27511753e-01]
[ -1.24803398e-02 -8.64208645e-02 -7.24421930e-02 -6.99449556e-02
4.85523353e-02 -1.67911564e-01 1.24922155e-01 9.61032340e-03
2.32123171e-02 -9.86870405e-03]
[ 1.83521177e-02 3.63752775e-02 2.40389642e-01 5.95355105e-02
-1.80254869e-01 -1.28170278e-01 1.47542403e-01 3.95110653e-02
-1.97596645e-01 9.65086722e-02]
[ 4.96755952e-02 -2.77861143e-02 9.80207679e-02 -2.39860226e-02
-1.39411037e-01 8.13821904e-02 1.29833112e-01 -2.71739894e-01
-4.12551103e-02 -1.19306680e-01]
[ -3.39421097e-02 2.52098658e-02 7.42767901e-02 -6.22620299e-02
7.04402087e-02 1.93366192e-01 1.62893620e-01 1.17409558e-01
-4.58300436e-02 1.45290564e-01]
[ 2.12880688e-01 3.85464823e-02 2.52914624e-02 7.06748476e-02
9.16163015e-02 -1.76588396e-02 -1.30873758e-01 1.47858900e-01
-6.26145796e-02 -2.86084784e-02]
[ 1.29084528e-02 -9.47406384e-02 3.14813123e-03 -1.14596701e-03
-2.76687687e-01 -1.08278380e-01 -1.26733571e-01 3.96381042e-02
8.84205615e-02 1.55334895e-01]
[ -1.39049520e-02 4.52479904e-01 9.27761187e-02 3.32151345e-01
-8.58839843e-01 -2.81037666e-01 -5.36820514e-01 -7.62166173e-02
2.20324840e-01 2.59783646e-01]
[ 1.32704918e-01 4.40805220e-01 3.83384847e-02 3.47839293e-01
-6.27868041e-01 -5.85072442e-02 -3.52207468e-01 1.48132505e-01
1.43992265e-01 4.29974309e-01]
[ 2.47669880e-01 2.66223516e-01 2.38762877e-01 1.21371598e-01
-3.31740614e-01 8.91109384e-02 -1.72518320e-01 1.62010321e-01
2.19961249e-01 5.60092051e-02]
[ -8.20457194e-02 1.92530338e-01 2.37422631e-01 1.95733244e-03
6.89443641e-03 1.36093881e-01 -7.05805623e-02 -1.55056913e-02
-4.45564594e-02 3.78751531e-02]
[ -1.01008651e-01 -1.72870773e-02 2.33520023e-02 8.61133757e-02
-3.06005649e-02 1.18949241e-01 2.69463063e-01 2.02269393e-02
-2.80368037e-01 -9.97804673e-02]
[ -2.11628019e-01 2.92766054e-03 -8.93845309e-02 -3.33754220e-01
1.47017418e-01 1.16485650e-01 7.86746466e-02 1.04102255e-01
-1.99801686e-01 4.28310987e-02]
[ 3.38938054e-02 -3.00954183e-01 -1.15671320e-01 -1.28540296e-01
2.67274738e-01 1.49123381e-02 1.01523133e-01 1.54129907e-01
-1.38973111e-01 -1.84450551e-01]
[ 1.55296042e-01 -1.20984723e-01 -1.35041333e-01 6.02200833e-03
1.20970024e-01 -6.49136541e-02 -4.49312649e-02 -1.47922589e-01
1.38663336e-01 -9.20744985e-02]
[ -1.22311935e-01 1.61051973e-01 2.55709226e-01 -3.01030453e-02
1.80209171e-01 9.16709854e-02 -1.73252531e-02 -2.98843434e-01
-1.29063333e-01 -6.39385157e-02]
[ -3.52236182e-01 1.03760914e-01 9.86643825e-03 -3.09878181e-02
1.28516563e-01 -1.67983850e-01 -4.90772864e-02 2.35203644e-01
-9.61630897e-02 8.01278562e-02]
[ 1.43697037e-01 1.05878736e-01 -2.42698691e-01 -1.03948354e-01
1.30345175e-01 -2.87103676e-01 1.51376817e-02 -1.68080030e-01
-1.26559340e-02 -1.97370933e-01]
[ 2.03830596e-01 -1.51484798e-01 5.73694560e-02 -3.41645863e-02
7.75431573e-02 -2.64954355e-02 -1.63542099e-03 -1.37094050e-01
1.01351662e-01 -1.89121485e-01]
[ -1.03869618e-01 -1.94146715e-02 1.20528179e-01 1.09377466e-01
1.56037467e-02 -1.11251606e-01 2.30611579e-01 -7.68659202e-02
1.85038084e-01 -1.89943830e-03]
[ 2.98987138e-02 -9.09577061e-02 2.19898902e-01 -2.05654711e-01
2.74286774e-02 1.01232438e-01 -2.91786164e-02 -1.12373295e-01
4.61443238e-02 2.68313026e-01]]
[[ 0.48631928]
[ 1.26449162]
[ 0.23415332]
[ 0.69933905]
[-2.25999293]
[-0.26672752]
[-1.40829724]
[ 0.01556943]
[ 0.55443386]
[ 0.74925729]]
Progress: 14.6% ... Training loss: 0.335 ... Validation loss: 0.541[[ 1.58447477e-01 2.53082932e-01 -1.14944766e-01 1.03917725e-01
-5.41311953e-01 -6.81376603e-02 -8.71220629e-02 1.24342937e-01
-8.55815776e-02 2.00488517e-01]
[ 1.56156904e-02 1.72616609e-01 -1.97545674e-02 3.98079424e-02
9.62704265e-02 -5.84422571e-03 2.96884468e-01 4.12907334e-02
1.38629135e-01 -2.82694830e-02]
[ 2.02585396e-01 4.21986690e-01 3.47400558e-02 1.24950620e-01
2.73095008e-02 -6.59260516e-02 -5.24298357e-01 -3.28602967e-02
1.13701304e-01 3.65557099e-01]
[ -3.37798762e-02 -3.26413976e-01 -2.46119642e-01 2.49328434e-03
5.02954852e-02 1.71703191e-01 1.57301623e-01 5.54782104e-02
5.90508687e-03 6.84516988e-02]
[ -3.57382764e-03 1.88883576e-01 -1.47796136e-01 4.01753336e-02
1.06227325e-01 -1.78031275e-01 1.97349193e-02 -1.20327758e-01
-1.91672337e-01 3.04240049e-02]
[ -3.47625858e-01 -2.97529192e-01 -2.86593181e-01 1.46286367e-01
1.49977643e-01 4.95668389e-02 2.00095643e-03 -3.50813007e-02
-7.15254861e-03 3.23637267e-02]
[ -4.06349133e-03 -1.42789342e-01 9.37344653e-03 9.67192995e-02
-5.50131594e-02 -7.20878471e-02 1.64857195e-01 -1.89218774e-01
1.82564500e-01 3.93218818e-02]
[ 1.13499013e-01 -2.04891452e-01 3.20685770e-02 -6.92811928e-02
1.61500969e-01 -4.30498204e-02 4.62869438e-02 1.22984118e-01
6.74000050e-02 -1.88722654e-02]
[ -1.53637246e-01 -2.41462096e-02 -2.98785922e-01 1.55755595e-03
-9.06490443e-02 6.20651239e-02 -2.71104793e-01 -2.67920595e-02
2.75930945e-01 -9.67930180e-02]
[ 6.33590131e-02 -2.09945225e-01 8.86582628e-02 2.76127725e-02
1.46166231e-01 -1.05487250e-01 2.20510490e-02 -9.78399240e-02
-2.42164189e-03 1.42849008e-01]
[ -7.48276175e-02 1.13673933e-01 -1.04625064e-04 -1.54460636e-01
2.02803944e-02 2.37571060e-02 6.37553873e-02 -1.01849941e-01
-2.02303418e-02 -1.20794032e-01]
[ -8.78362179e-02 2.05213193e-02 -6.04546008e-02 1.72613464e-02
2.70080384e-01 9.17607357e-02 -5.32348116e-02 -1.45547963e-02
-1.46840466e-01 -1.76156075e-01]
[ -1.55679437e-01 7.00919628e-03 6.25877936e-02 2.36349664e-02
-1.76939229e-01 -2.20429302e-01 -1.81610044e-01 -1.96915431e-01
8.86559710e-02 1.76257777e-01]
[ -2.12030284e-01 -1.31281626e-01 1.21295677e-01 2.74597810e-01
-1.38980258e-01 -8.46468999e-02 -1.33484994e-01 -2.54845166e-01
-2.04731919e-01 1.23387949e-02]
[ 1.15934115e-01 -4.35783224e-02 -1.85975207e-02 1.14282087e-01
-7.83902663e-03 -8.22500631e-02 1.06261007e-01 4.30423182e-03
2.86672115e-02 2.03746753e-02]
[ 3.45425386e-02 -3.70777247e-02 -2.12442431e-01 1.42959438e-01
-4.88142590e-02 9.00759672e-02 -8.82251558e-02 -2.00530595e-02
-9.86797363e-02 -6.67344369e-03]
[ -1.28992521e-01 -6.16120272e-02 -2.07349553e-01 1.46001993e-01
1.86984393e-04 1.38127444e-01 1.94843739e-02 -2.50484794e-01
5.88777285e-02 -2.10899425e-01]
[ -7.04980662e-02 -3.04685461e-02 2.76010379e-01 9.87584047e-02
1.16969208e-01 -6.22054104e-02 -1.33050937e-01 1.20940849e-01
6.89920692e-02 3.32532935e-02]
[ 4.19916084e-02 -3.23105443e-02 8.24939979e-02 7.50084291e-02
1.27845274e-01 -1.37504831e-02 2.78506786e-01 1.20358275e-01
-4.79743757e-02 -7.80236827e-02]
[ 1.63179912e-03 -1.62301859e-01 -2.92843335e-01 -5.57602037e-02
2.54802344e-01 -8.77118484e-02 1.86893038e-01 1.64411878e-01
1.01109558e-01 -3.74179594e-02]
[ 4.80350690e-02 6.31784502e-03 -1.20895864e-01 3.60473446e-02
-6.75534062e-02 3.27641274e-01 2.56523781e-01 2.05429542e-01
-1.71446683e-01 -6.16632959e-02]
[ 2.11268120e-02 2.23695104e-02 1.29586386e-01 1.29277618e-01
-8.30173284e-02 9.80641865e-02 -2.15083953e-01 -3.98792716e-02
2.25911635e-01 1.06277722e-01]
[ 1.03676121e-01 7.08486878e-02 -5.13046951e-02 -1.10442166e-01
-8.82891378e-02 -3.27546147e-01 1.13174654e-01 8.42765190e-03
1.35862803e-01 8.32529122e-02]
[ -9.58997971e-02 2.52414118e-02 -1.43475653e-02 2.56421186e-02
1.58935112e-04 -2.03675198e-01 -9.86379515e-02 -1.94648770e-02
1.63069394e-02 1.32481949e-01]
[ -1.31398295e-01 -2.16925685e-02 -1.91436991e-01 1.34844566e-02
-3.02473190e-01 -1.04166784e-02 -5.42335153e-02 -2.25078399e-02
1.67712357e-02 8.23478918e-02]
[ -6.87358923e-03 4.65459650e-03 -6.34658369e-02 -9.56257951e-02
4.29799508e-01 2.64879577e-01 4.63224772e-01 1.14590896e-01
-1.56780452e-01 -3.36698842e-01]
[ 1.16016171e-02 -2.69626281e-01 -1.59954332e-02 -3.43489758e-02
5.40773628e-01 8.77332441e-02 4.08737739e-01 9.32814904e-02
5.82951582e-02 -3.35942368e-01]
[ 3.16110893e-02 -3.38654781e-01 -3.31309546e-02 -7.97085151e-02
5.89165677e-01 1.41240447e-02 3.93540390e-01 4.99612156e-02
-3.40249477e-01 -1.85192362e-01]
[ -1.33238502e-01 -4.68573551e-01 7.37961511e-03 -1.55208607e-01
6.19935691e-01 -1.06312970e-01 4.95039211e-01 -8.01059428e-02
-3.09138403e-02 1.26380579e-01]
[ -2.59658895e-01 -2.87082823e-01 6.82691742e-02 -1.19046447e-02
8.13711112e-01 1.30290966e-01 3.09177866e-01 4.95495774e-02
-6.13637542e-02 -9.84583990e-02]
[ -1.51657146e-01 -1.44626272e-01 2.73482298e-01 -1.76044518e-01
4.56125621e-01 -6.69326661e-02 5.26245230e-01 1.65443904e-02
-2.03663487e-01 3.86796013e-02]
[ -9.17065852e-02 -1.12812595e-01 -1.63309966e-01 -5.08973424e-02
3.32686471e-01 -2.46802174e-01 6.49630129e-02 1.71746854e-01
2.87271228e-02 -6.72841882e-02]
[ 1.22883743e-01 2.55037600e-01 1.68974743e-01 -7.57358133e-02
-1.23391716e-01 4.49454105e-02 -1.68107883e-01 2.84817797e-01
8.52173943e-02 1.87246403e-01]
[ 3.38188795e-01 2.80217148e-01 -8.88372637e-02 3.03930254e-01
-8.83944359e-01 -2.83721164e-01 -4.40622480e-01 1.77431403e-01
3.68668911e-01 -5.72678406e-02]
[ 5.83201915e-02 1.73517247e-01 2.57771335e-01 2.67494809e-01
-1.07344216e-01 -2.00623537e-01 -2.07409152e-01 -1.31959122e-01
-1.27113481e-01 -2.69332268e-01]
[ 3.60185851e-02 -1.79277414e-02 -1.11986251e-01 -3.57665082e-02
1.98744092e-01 3.58946798e-02 -4.12164669e-02 -1.83361062e-01
4.89855527e-02 2.27053830e-01]
[ -1.23190524e-02 -8.60325900e-02 -7.23791080e-02 -6.97397961e-02
4.78699774e-02 -1.67995489e-01 1.24475460e-01 9.61494918e-03
2.33530632e-02 -9.63940903e-03]
[ 1.82592595e-02 3.61979663e-02 2.40346098e-01 5.94019158e-02
-1.79882957e-01 -1.28122600e-01 1.47794936e-01 3.95081555e-02
-1.97702497e-01 9.63672124e-02]
[ 4.97253113e-02 -2.77528971e-02 9.80468258e-02 -2.39053706e-02
-1.39667848e-01 8.13392074e-02 1.29724742e-01 -2.71737981e-01
-4.11876295e-02 -1.19247882e-01]
[ -3.40267339e-02 2.50297954e-02 7.42433655e-02 -6.23698635e-02
7.08047954e-02 1.93392682e-01 1.62836066e-01 1.17407162e-01
-4.59159625e-02 1.45226213e-01]
[ 2.12949704e-01 3.86505392e-02 2.52940707e-02 7.06848090e-02
9.16394809e-02 -1.76606175e-02 -1.31061063e-01 1.47858907e-01
-6.26213172e-02 -2.85815963e-02]
[ 1.26267556e-02 -9.54636569e-02 2.98220788e-03 -1.63526726e-03
-2.75127930e-01 -1.08108553e-01 -1.25872142e-01 3.96272814e-02
8.80479863e-02 1.54839144e-01]
[ -1.41817303e-02 4.51775050e-01 9.26547980e-02 3.31765204e-01
-8.57967051e-01 -2.80906151e-01 -5.35919819e-01 -7.62251764e-02
2.20015027e-01 2.59315831e-01]
[ 1.33972192e-01 4.43846951e-01 3.89610090e-02 3.49548513e-01
-6.33317137e-01 -5.91765619e-02 -3.55589880e-01 1.48174582e-01
1.45437287e-01 4.31603546e-01]
[ 2.47912437e-01 2.66788798e-01 2.38879216e-01 1.21724089e-01
-3.32836996e-01 8.89778751e-02 -1.73189945e-01 1.62017636e-01
2.20240130e-01 5.63607791e-02]
[ -8.16190434e-02 1.93708216e-01 2.37627587e-01 2.59409542e-03
4.83577874e-03 1.35854015e-01 -7.19061658e-02 -1.54914799e-02
-4.40453034e-02 3.84943346e-02]
[ -1.01070850e-01 -1.74392526e-02 2.33290828e-02 8.60440283e-02
-3.04182857e-02 1.18980224e-01 2.69615964e-01 2.02253391e-02
-2.80424955e-01 -9.98687818e-02]
[ -2.11629363e-01 2.85091096e-03 -8.93762483e-02 -3.33749390e-01
1.47034696e-01 1.16479275e-01 7.87746056e-02 1.04102777e-01
-1.99768226e-01 4.28464237e-02]
[ 3.38128646e-02 -3.01207313e-01 -1.15700110e-01 -1.28648758e-01
2.67730280e-01 1.49583160e-02 1.01758712e-01 1.54127974e-01
-1.39052673e-01 -1.84568639e-01]
[ 1.55064497e-01 -1.22377622e-01 -1.35167106e-01 5.64549124e-03
1.22007986e-01 -6.47580810e-02 -4.40649503e-02 -1.47932588e-01
1.38479928e-01 -9.26322862e-02]
[ -1.21588262e-01 1.62609253e-01 2.56038002e-01 -2.91082500e-02
1.76881199e-01 9.12616633e-02 -1.92575604e-02 -2.98820182e-01
-1.28238589e-01 -6.29927060e-02]
[ -3.52150081e-01 1.04184152e-01 9.92251526e-03 -3.08297077e-02
1.28077743e-01 -1.68067245e-01 -4.93545664e-02 2.35207923e-01
-9.60447190e-02 8.03497429e-02]
[ 1.45265737e-01 1.10528255e-01 -2.41830985e-01 -1.01512031e-01
1.22973959e-01 -2.88026929e-01 1.06088987e-02 -1.68022837e-01
-1.07205010e-02 -1.94898776e-01]
[ 2.02927109e-01 -1.53840384e-01 5.68795129e-02 -3.56308576e-02
8.21923709e-02 -2.59725240e-02 9.38669486e-04 -1.37126617e-01
1.00188717e-01 -1.90625986e-01]
[ -1.04409305e-01 -2.08538281e-02 1.20292043e-01 1.08674330e-01
1.79165135e-02 -1.10982027e-01 2.32187803e-01 -7.68816041e-02
1.84478971e-01 -2.64283751e-03]
[ 2.96473296e-02 -9.21574314e-02 2.19730208e-01 -2.06128892e-01
2.83012977e-02 1.01432242e-01 -2.81845798e-02 -1.12383948e-01
4.58143917e-02 2.67826540e-01]]
[[ 0.48758966]
[ 1.26657125]
[ 0.23695098]
[ 0.70215211]
[-2.25773648]
[-0.26510888]
[-1.40497836]
[ 0.01638439]
[ 0.55689929]
[ 0.75147873]]
Progress: 14.6% ... Training loss: 0.335 ... Validation loss: 0.543[[ 1.59015606e-01 2.53724179e-01 -1.14791033e-01 1.04506899e-01
-5.41789413e-01 -6.83432369e-02 -8.82366502e-02 1.24358467e-01
-8.49525330e-02 2.01480064e-01]
[ 1.51616505e-02 1.71484466e-01 -1.99975511e-02 3.91195895e-02
9.80561617e-02 -5.57231935e-03 2.98142212e-01 4.12739931e-02
1.38145097e-01 -2.90017424e-02]
[ 2.02715494e-01 4.21616520e-01 3.47408649e-02 1.24852758e-01
2.78594302e-02 -6.59076694e-02 -5.24298839e-01 -3.28599884e-02
1.13875828e-01 3.65580400e-01]
[ -3.13764328e-02 -3.19766918e-01 -2.45139259e-01 5.91296506e-03
4.20394069e-02 1.70423285e-01 1.50300388e-01 5.55578598e-02
8.46479522e-03 7.21985986e-02]
[ -3.29377091e-03 1.89232553e-01 -1.47579352e-01 4.06784914e-02
1.03234359e-01 -1.78265977e-01 1.91304719e-02 -1.20310906e-01
-1.91049905e-01 3.11527931e-02]
[ -3.47064008e-01 -2.96349464e-01 -2.86357472e-01 1.47011843e-01
1.47760176e-01 4.92898857e-02 5.80846598e-04 -3.50628405e-02
-6.52154100e-03 3.30753539e-02]
[ -2.73202009e-03 -1.39669023e-01 1.00456603e-02 9.86344117e-02
-6.09697093e-02 -7.28062537e-02 1.61054176e-01 -1.89172480e-01
1.84156753e-01 4.13486742e-02]
[ 1.12507411e-01 -2.07994993e-01 3.15285949e-02 -7.09065591e-02
1.66410948e-01 -4.24585284e-02 4.92853088e-02 1.22946035e-01
6.62263701e-02 -2.03317560e-02]
[ -1.52522541e-01 -2.11754507e-02 -2.98303814e-01 3.20883985e-03
-9.47853830e-02 6.14699680e-02 -2.74163256e-01 -2.67533572e-02
2.77098316e-01 -9.49754486e-02]
[ 6.39593579e-02 -2.09286685e-01 8.89469450e-02 2.82545502e-02
1.43725185e-01 -1.05768566e-01 2.07532272e-02 -9.78199254e-02
-1.75281001e-03 1.43778284e-01]
[ -7.32311459e-02 1.17605353e-01 5.36433796e-04 -1.52192233e-01
1.44716876e-02 2.29415948e-02 5.92502584e-02 -1.01798755e-01
-1.84798488e-02 -1.18356366e-01]
[ -8.80166101e-02 2.00986248e-02 -6.05342935e-02 1.70176718e-02
2.70929760e-01 9.18583389e-02 -5.27150884e-02 -1.45606065e-02
-1.47042795e-01 -1.76426518e-01]
[ -1.55679437e-01 7.00919628e-03 6.25877936e-02 2.36349664e-02
-1.76939229e-01 -2.20429302e-01 -1.81610044e-01 -1.96915431e-01
8.86559710e-02 1.76257777e-01]
[ -2.12353440e-01 -1.32134716e-01 1.21144008e-01 2.74139365e-01
-1.37635657e-01 -8.44632192e-02 -1.32620695e-01 -2.54856373e-01
-2.05117665e-01 1.18623819e-02]
[ 1.15388132e-01 -4.49598206e-02 -1.88607958e-02 1.13486923e-01
-5.39725829e-03 -8.19559320e-02 1.07802938e-01 4.28554810e-03
2.80305163e-02 1.95538267e-02]
[ 3.59432966e-02 -3.34977567e-02 -2.11787160e-01 1.44915878e-01
-5.46233400e-02 8.93206945e-02 -9.20289165e-02 -2.00044086e-02
-9.70489791e-02 -4.69314326e-03]
[ -1.28710997e-01 -6.10602281e-02 -2.07193681e-01 1.46402487e-01
-1.27699861e-03 1.37983450e-01 1.87839261e-02 -2.50475384e-01
5.92503118e-02 -2.10386113e-01]
[ -7.02868662e-02 -3.00294180e-02 2.76111082e-01 9.90878826e-02
1.16001520e-01 -6.23213267e-02 -1.33688314e-01 1.20947627e-01
6.92417098e-02 3.35932827e-02]
[ 4.29196757e-02 -3.02867785e-02 8.29521055e-02 7.63513040e-02
1.23644622e-01 -1.42487930e-02 2.75815215e-01 1.20391651e-01
-4.68584217e-02 -7.67070680e-02]
[ 5.77804827e-04 -1.65317956e-01 -2.93395663e-01 -5.74461403e-02
2.59899968e-01 -8.70923277e-02 1.90093138e-01 1.64374364e-01
9.98244940e-02 -3.89962407e-02]
[ 4.83778442e-02 7.17082384e-03 -1.20737154e-01 3.64840783e-02
-6.83847054e-02 3.27468129e-01 2.55625445e-01 2.05438139e-01
-1.71103901e-01 -6.11876239e-02]
[ 2.09003598e-02 2.18691478e-02 1.29463605e-01 1.28945481e-01
-8.24330042e-02 9.81860936e-02 -2.14444555e-01 -3.98879391e-02
2.25682333e-01 1.05990800e-01]
[ 1.04386318e-01 7.27267942e-02 -5.09974527e-02 -1.09338801e-01
-9.07519317e-02 -3.27945724e-01 1.11156675e-01 8.45365065e-03
1.36625961e-01 8.44638998e-02]
[ -9.57428676e-02 2.56722207e-02 -1.42865815e-02 2.58541882e-02
-4.70304459e-04 -2.03753771e-01 -9.91065957e-02 -1.94597759e-02
1.64637533e-02 1.32730762e-01]
[ -1.31263736e-01 -2.15308112e-02 -1.91393780e-01 1.36411906e-02
-3.02977147e-01 -1.04703534e-02 -5.45443546e-02 -2.25043056e-02
1.68933490e-02 8.25211675e-02]
[ -7.27206453e-03 3.58553825e-03 -6.36691545e-02 -9.62271289e-02
4.31634802e-01 2.65105510e-01 4.64404736e-01 1.14577307e-01
-1.57255720e-01 -3.37326907e-01]
[ 1.12714923e-02 -2.70478303e-01 -1.61601415e-02 -3.48345417e-02
5.42342255e-01 8.79064225e-02 4.09687981e-01 9.32707472e-02
5.79128422e-02 -3.36443805e-01]
[ 3.15737950e-02 -3.38715416e-01 -3.31495058e-02 -7.97626076e-02
5.89350143e-01 1.41458693e-02 3.93635636e-01 4.99598704e-02
-3.40293539e-01 -1.85253994e-01]
[ -1.33477494e-01 -4.69069630e-01 7.26505625e-03 -1.55547161e-01
6.20977688e-01 -1.06188619e-01 4.95707207e-01 -8.01137879e-02
-3.11858039e-02 1.26023464e-01]
[ -2.60055931e-01 -2.87987174e-01 6.80743125e-02 -1.24761192e-02
8.15322057e-01 1.30506698e-01 3.10295482e-01 4.95363503e-02
-6.18120659e-02 -9.90589223e-02]
[ -1.52088564e-01 -1.45722336e-01 2.73269216e-01 -1.76684280e-01
4.58066433e-01 -6.67068441e-02 5.27484270e-01 1.65300983e-02
-2.04155017e-01 3.81089853e-02]
[ -9.22950486e-02 -1.14454383e-01 -1.63612234e-01 -5.18209679e-02
3.35626083e-01 -2.46463514e-01 6.68034870e-02 1.71725636e-01
2.80095609e-02 -6.81760834e-02]
[ 1.24168624e-01 2.57816358e-01 1.69550799e-01 -7.39068860e-02
-1.28998140e-01 4.42698824e-02 -1.71771075e-01 2.84860786e-01
8.66292563e-02 1.89249742e-01]
[ 3.38809680e-01 2.82011017e-01 -8.85924894e-02 3.04883886e-01
-8.85759806e-01 -2.84044642e-01 -4.42410656e-01 1.77450250e-01
3.69346149e-01 -5.62073836e-02]
[ 5.80753342e-02 1.72887267e-01 2.57644671e-01 2.67118031e-01
-1.06092370e-01 -2.00488147e-01 -2.06707638e-01 -1.31968107e-01
-1.27420497e-01 -2.69727373e-01]
[ 3.64553475e-02 -1.68721093e-02 -1.11773756e-01 -3.51492281e-02
1.96806461e-01 3.56624674e-02 -4.24868169e-02 -1.83346858e-01
4.94868474e-02 2.27686865e-01]
[ -1.18690174e-02 -8.49359460e-02 -7.21751652e-02 -6.90945998e-02
4.58472482e-02 -1.68245486e-01 1.23287988e-01 9.62980029e-03
2.38389270e-02 -8.97541661e-03]
[ 1.83791119e-02 3.64783901e-02 2.40405691e-01 5.95846974e-02
-1.80472854e-01 -1.28191064e-01 1.47458720e-01 3.95124078e-02
-1.97553090e-01 9.65598567e-02]
[ 5.01522913e-02 -2.66515833e-02 9.82592783e-02 -2.32541020e-02
-1.41811713e-01 8.11083828e-02 1.28496444e-01 -2.71723252e-01
-4.06567295e-02 -1.18587436e-01]
[ -3.42269770e-02 2.44509752e-02 7.41485781e-02 -6.27039456e-02
7.18702488e-02 1.93517338e-01 1.63440236e-01 1.17399484e-01
-4.61699279e-02 1.44884292e-01]
[ 2.12921520e-01 3.84350788e-02 2.52966156e-02 7.06366174e-02
9.16179097e-02 -1.76349068e-02 -1.31035019e-01 1.47856752e-01
-6.26157338e-02 -2.85436689e-02]
[ 1.29137334e-02 -9.47046874e-02 3.12169025e-03 -1.22239984e-03
-2.76372287e-01 -1.08262157e-01 -1.26622332e-01 3.96369672e-02
8.83689928e-02 1.55193092e-01]
[ -1.32734621e-02 4.54010150e-01 9.30819868e-02 3.32943361e-01
-8.61293311e-01 -2.81383298e-01 -5.38229858e-01 -7.61939931e-02
2.21056384e-01 2.60485271e-01]
[ 1.34100403e-01 4.44070281e-01 3.90284067e-02 3.49701846e-01
-6.33999536e-01 -5.92458151e-02 -3.55909935e-01 1.48179469e-01
1.45590254e-01 4.31789140e-01]
[ 2.48231615e-01 2.67401174e-01 2.39057565e-01 1.22242773e-01
-3.34658272e-01 8.87958684e-02 -1.74212799e-01 1.62030286e-01
2.20660162e-01 5.69347786e-02]
[ -8.14249822e-02 1.94189902e-01 2.37715961e-01 2.87865295e-03
3.98382565e-03 1.35755049e-01 -7.24812994e-02 -1.54847518e-02
-4.38199970e-02 3.87754691e-02]
[ -1.00829324e-01 -1.68386480e-02 2.34490407e-02 8.64010818e-02
-3.15147203e-02 1.18847861e-01 2.68905406e-01 2.02336462e-02
-2.80142107e-01 -9.94934105e-02]
[ -2.11662800e-01 2.70080237e-03 -8.93926346e-02 -3.33796184e-01
1.47199028e-01 1.16498630e-01 7.88634721e-02 1.04101601e-01
-1.99813454e-01 4.28401352e-02]
[ 3.33401942e-02 -3.02364387e-01 -1.15933482e-01 -1.29345737e-01
2.69886761e-01 1.52223231e-02 1.03126843e-01 1.54112289e-01
-1.39604119e-01 -1.85308871e-01]
[ 1.55432764e-01 -1.21784174e-01 -1.34974976e-01 6.10466017e-03
1.20134074e-01 -6.49018903e-02 -4.48616478e-02 -1.47922161e-01
1.38952558e-01 -9.19254955e-02]
[ -1.21830051e-01 1.61785768e-01 2.55908629e-01 -2.94350015e-02
1.77402170e-01 9.14108081e-02 -1.86099692e-02 -2.98827099e-01
-1.28431624e-01 -6.34137987e-02]
[ -3.51423769e-01 1.05955832e-01 1.02460600e-02 -2.99489825e-02
1.26117226e-01 -1.68437918e-01 -5.11816206e-02 2.35230596e-01
-9.52237918e-02 8.12446230e-02]
[ 1.45220776e-01 1.10263989e-01 -2.41928463e-01 -1.01554316e-01
1.24226762e-01 -2.88016222e-01 1.08615597e-02 -1.68023414e-01
-1.08632551e-02 -1.94892589e-01]
[ 2.03642691e-01 -1.52210662e-01 5.72200729e-02 -3.46116494e-02
7.90119041e-02 -2.63609399e-02 -1.22813971e-03 -1.37103721e-01
1.00935985e-01 -1.89532481e-01]
[ -1.03637525e-01 -1.89224647e-02 1.20656867e-01 1.09736979e-01
1.46900820e-02 -1.11388992e-01 2.29975956e-01 -7.68561440e-02
1.85305842e-01 -1.52874382e-03]
[ 2.93685637e-02 -9.28286285e-02 2.19586048e-01 -2.06515102e-01
2.93684728e-02 1.01583031e-01 -2.73656514e-02 -1.12392538e-01
4.54994798e-02 2.67528674e-01]]
[[ 0.49625521]
[ 1.27672082]
[ 0.24363756]
[ 0.71270761]
[-2.2564326 ]
[-0.25721128]
[-1.39957701]
[ 0.02379847]
[ 0.56762547]
[ 0.76190986]]
Progress: 14.7% ... Training loss: 0.338 ... Validation loss: 0.546[[ 1.56167985e-01 2.46905826e-01 -1.16106833e-01 1.00512872e-01
-5.29282707e-01 -6.68549201e-02 -8.03208490e-02 1.24229414e-01
-8.80772516e-02 1.96900624e-01]
[ 1.51395507e-02 1.71340245e-01 -2.00093793e-02 3.90917587e-02
9.83386261e-02 -5.55602365e-03 2.98132857e-01 4.12735611e-02
1.38114421e-01 -2.90314044e-02]
[ 2.00682079e-01 4.17202872e-01 3.38012749e-02 1.21695192e-01
3.63453147e-02 -6.47115848e-02 -5.18811075e-01 -3.29590462e-02
1.11393212e-01 3.62189985e-01]
[ -3.11980495e-02 -3.19097366e-01 -2.45129749e-01 6.19981732e-03
4.10183497e-02 1.70384174e-01 1.49950439e-01 5.55582793e-02
8.53331469e-03 7.25924080e-02]
[ -2.18912228e-03 1.92033853e-01 -1.46994103e-01 4.24626811e-02
9.77464427e-02 -1.78949883e-01 1.60098129e-02 -1.20250180e-01
-1.89604331e-01 3.28401159e-02]
[ -3.47745001e-01 -2.98194521e-01 -2.86666566e-01 1.46156999e-01
1.50751286e-01 4.96015370e-02 2.73297975e-03 -3.50934840e-02
-7.22047389e-03 3.19703967e-02]
[ -4.23141583e-03 -1.42949342e-01 9.36438678e-03 9.64408034e-02
-5.46701153e-02 -7.20344992e-02 1.64948128e-01 -1.89242443e-01
1.82451600e-01 3.89693680e-02]
[ 1.11880598e-01 -2.09644923e-01 3.12707169e-02 -7.17752785e-02
1.68778790e-01 -4.20884872e-02 5.12533284e-02 1.22920160e-01
6.55175393e-02 -2.14222940e-02]
[ -1.53683181e-01 -2.42711075e-02 -2.98847628e-01 1.52974931e-03
-8.93771013e-02 6.20646095e-02 -2.70967358e-01 -2.68085236e-02
2.75832721e-01 -9.68234145e-02]
[ 6.24058995e-02 -2.13090664e-01 8.82764019e-02 2.60459565e-02
1.50067532e-01 -1.04976023e-01 2.53340499e-02 -9.78864502e-02
-3.43134539e-03 1.41114064e-01]
[ -7.52133587e-02 1.12667733e-01 -4.06643992e-04 -1.55028231e-01
2.35549876e-02 2.39670320e-02 6.47331551e-02 -1.01892920e-01
-2.06972608e-02 -1.21399480e-01]
[ -8.84487808e-02 1.89692610e-02 -6.07127323e-02 1.64660011e-02
2.72570941e-01 9.20884469e-02 -5.15688053e-02 -1.45815653e-02
-1.47525359e-01 -1.77141952e-01]
[ -1.55679437e-01 7.00919628e-03 6.25877936e-02 2.36349664e-02
-1.76939229e-01 -2.20429302e-01 -1.81610044e-01 -1.96915431e-01
8.86559710e-02 1.76257777e-01]
[ -2.12708409e-01 -1.32975150e-01 1.20989659e-01 2.73715345e-01
-1.36216272e-01 -8.43006209e-02 -1.31559736e-01 -2.54872596e-01
-2.05494837e-01 1.12967651e-02]
[ 1.15272549e-01 -4.54100250e-02 -1.89095392e-02 1.13338598e-01
-4.79735652e-03 -8.19123992e-02 1.08226571e-01 4.28082726e-03
2.79257684e-02 1.93860238e-02]
[ 3.55373650e-02 -3.45282030e-02 -2.11981505e-01 1.44348548e-01
-5.27519052e-02 8.95161080e-02 -9.08268669e-02 -2.00226423e-02
-9.74898656e-02 -5.35891319e-03]
[ -1.29248475e-01 -6.23414429e-02 -2.07459734e-01 1.45641750e-01
8.50511523e-04 1.38253871e-01 2.00506032e-02 -2.50501359e-01
5.86400400e-02 -2.11252014e-01]
[ -7.03445752e-02 -2.99902917e-02 2.76095706e-01 9.89773336e-02
1.16162444e-01 -6.22871731e-02 -1.33498609e-01 1.20945085e-01
6.91589058e-02 3.34527746e-02]
[ 4.19043782e-02 -3.27407615e-02 8.24657424e-02 7.48038954e-02
1.28223878e-01 -1.36898083e-02 2.78693005e-01 1.20341918e-01
-4.80507517e-02 -7.83177528e-02]
[ 8.86835485e-04 -1.64473663e-01 -2.93205487e-01 -5.69319135e-02
2.58070190e-01 -8.72447678e-02 1.89315621e-01 1.64391983e-01
1.00188711e-01 -3.85248634e-02]
[ 4.75455947e-02 5.05947792e-03 -1.21155118e-01 3.52565292e-02
-6.45986049e-02 3.27925406e-01 2.57887352e-01 2.05396751e-01
-1.72104773e-01 -6.25366249e-02]
[ 2.07337182e-02 2.15385676e-02 1.29425625e-01 1.28771687e-01
-8.18269102e-02 9.82579240e-02 -2.13941297e-01 -3.98909778e-02
2.25619553e-01 1.05740917e-01]
[ 1.03740300e-01 7.09981251e-02 -5.13050405e-02 -1.10291521e-01
-8.76903520e-02 -3.27616879e-01 1.12991463e-01 8.42231572e-03
1.35903258e-01 8.34266922e-02]
[ -9.61204606e-02 2.47437120e-02 -1.44598127e-02 2.53054207e-02
1.26831234e-03 -2.03550543e-01 -9.81018700e-02 -1.94777405e-02
1.60422760e-02 1.32146040e-01]
[ -1.31031137e-01 -2.11298069e-02 -1.91274021e-01 1.39919012e-02
-3.04031343e-01 -1.05961095e-02 -5.51823274e-02 -2.24924209e-02
1.71666670e-02 8.28641196e-02]
[ -7.53066260e-03 2.93997813e-03 -6.37788367e-02 -9.65599277e-02
4.32804992e-01 2.65229187e-01 4.65243555e-01 1.14566017e-01
-1.57514969e-01 -3.37752485e-01]
[ 1.09404044e-02 -2.71336444e-01 -1.63282168e-02 -3.53232953e-02
5.43672181e-01 8.80823415e-02 4.10626866e-01 9.32547401e-02
5.75260838e-02 -3.36965059e-01]
[ 3.08806778e-02 -3.40504314e-01 -3.35180216e-02 -8.08334215e-02
5.92497736e-01 1.45258683e-02 3.95657800e-01 4.99244324e-02
-3.41134343e-01 -1.86359318e-01]
[ -1.33828496e-01 -4.69804334e-01 7.09620565e-03 -1.56051085e-01
6.22452044e-01 -1.06005774e-01 4.96627167e-01 -8.01306397e-02
-3.15686258e-02 1.25514168e-01]
[ -2.60214769e-01 -2.88377662e-01 6.80241889e-02 -1.26513505e-02
8.15940643e-01 1.30571087e-01 3.10774256e-01 4.95301220e-02
-6.19511337e-02 -9.92393750e-02]
[ -1.52993575e-01 -1.47921778e-01 2.72821713e-01 -1.77992953e-01
4.62207732e-01 -6.62354580e-02 5.29856215e-01 1.64875818e-02
-2.05171903e-01 3.67107929e-02]
[ -9.22954408e-02 -1.14480170e-01 -1.63621349e-01 -5.18032611e-02
3.35539454e-01 -2.46469935e-01 6.68265256e-02 1.71726157e-01
2.80316992e-02 -6.81799274e-02]
[ 1.23401370e-01 2.55993394e-01 1.69185551e-01 -7.50154331e-02
-1.25861829e-01 4.46675046e-02 -1.69667095e-01 2.84823424e-01
8.57651343e-02 1.88078304e-01]
[ 3.39182688e-01 2.83075986e-01 -8.83657409e-02 3.05540872e-01
-8.87703179e-01 -2.84246118e-01 -4.43337700e-01 1.77471425e-01
3.69795124e-01 -5.55873639e-02]
[ 5.76546560e-02 1.71774365e-01 2.57439949e-01 2.66492583e-01
-1.04161134e-01 -2.00278217e-01 -2.05720892e-01 -1.31989461e-01
-1.27924570e-01 -2.70392563e-01]
[ 3.60765408e-02 -1.78412213e-02 -1.11959648e-01 -3.57136256e-02
1.98605850e-01 3.58488537e-02 -4.13754673e-02 -1.83364467e-01
4.90376044e-02 2.27119382e-01]
[ -1.22117481e-02 -8.57332415e-02 -7.23286969e-02 -6.95515159e-02
4.72564044e-02 -1.68067634e-01 1.24184929e-01 9.61454029e-03
2.34848889e-02 -9.49252934e-03]
[ 1.85897466e-02 3.69432359e-02 2.40510199e-01 5.98861414e-02
-1.81305272e-01 -1.28313701e-01 1.46919550e-01 3.95233525e-02
-1.97297695e-01 9.68705691e-02]
[ 4.94722290e-02 -2.83849095e-02 9.79539019e-02 -2.42653007e-02
-1.38624826e-01 8.14694899e-02 1.30336781e-01 -2.71755551e-01
-4.14549735e-02 -1.19637818e-01]
[ -3.35864329e-02 2.61147478e-02 7.44666286e-02 -6.17678909e-02
6.87921302e-02 1.93188094e-01 1.61587883e-01 1.17429023e-01
-4.54234684e-02 1.45734764e-01]
[ 2.12584811e-01 3.76061737e-02 2.51468603e-02 7.01546839e-02
9.31256649e-02 -1.74649589e-02 -1.30179354e-01 1.47840771e-01
-6.29921160e-02 -2.90572010e-02]
[ 1.32299682e-02 -9.39250311e-02 3.28200714e-03 -7.52303499e-04
-2.77861019e-01 -1.08419491e-01 -1.27470984e-01 3.96524254e-02
8.87254830e-02 1.55649051e-01]
[ -1.32064787e-02 4.54166262e-01 9.31130902e-02 3.33065127e-01
-8.61627799e-01 -2.81419827e-01 -5.38468699e-01 -7.61902625e-02
2.21130706e-01 2.60585205e-01]
[ 1.34901692e-01 4.45988904e-01 3.94701345e-02 3.50890983e-01
-6.37574473e-01 -5.96484995e-02 -3.57886724e-01 1.48221532e-01
1.46569675e-01 4.32952443e-01]
[ 2.48421112e-01 2.67885287e-01 2.39158280e-01 1.22510890e-01
-3.35571742e-01 8.86825120e-02 -1.74761324e-01 1.62040770e-01
2.20899396e-01 5.71743233e-02]
[ -8.14592566e-02 1.94071290e-01 2.37697281e-01 2.82538914e-03
4.14787410e-03 1.35774674e-01 -7.23998103e-02 -1.54868899e-02
-4.38479435e-02 3.87132258e-02]
[ -1.00827609e-01 -1.68799808e-02 2.34494298e-02 8.64088511e-02
-3.14974535e-02 1.18847003e-01 2.68938666e-01 2.02337639e-02
-2.80137762e-01 -9.95048545e-02]
[ -2.11863804e-01 2.28257013e-03 -8.94899305e-02 -3.34084344e-01
1.48110249e-01 1.16602782e-01 7.94261974e-02 1.04092168e-01
-2.00041769e-01 4.25455233e-02]
[ 3.26320121e-02 -3.04281739e-01 -1.16306733e-01 -1.30441017e-01
2.73260535e-01 1.56161142e-02 1.05202142e-01 1.54076376e-01
-1.40481460e-01 -1.86474205e-01]
[ 1.53893856e-01 -1.25566506e-01 -1.35741865e-01 3.86597528e-03
1.26859236e-01 -6.40990139e-02 -4.06286903e-02 -1.47994976e-01
1.37214499e-01 -9.44388456e-02]
[ -1.22077553e-01 1.61203473e-01 2.55843872e-01 -2.97456252e-02
1.78516212e-01 9.15285507e-02 -1.79258454e-02 -2.98835317e-01
-1.28700449e-01 -6.37736745e-02]
[ -3.51697710e-01 1.05255473e-01 1.01127535e-02 -3.03748956e-02
1.27384406e-01 -1.68284034e-01 -5.03240569e-02 2.35217796e-01
-9.55479921e-02 8.07021532e-02]
[ 1.45650659e-01 1.11086746e-01 -2.41659078e-01 -1.00820862e-01
1.22107857e-01 -2.88234364e-01 9.91258744e-03 -1.67996663e-01
-1.02687686e-02 -1.94269074e-01]
[ 2.02869562e-01 -1.54282472e-01 5.68532924e-02 -3.57622335e-02
8.24600899e-02 -2.59502926e-02 1.01977391e-03 -1.37142672e-01
1.00056498e-01 -1.90791353e-01]
[ -1.04693035e-01 -2.14926580e-02 1.20155611e-01 1.08285663e-01
1.92793167e-02 -1.10860104e-01 2.32770803e-01 -7.69052183e-02
1.84116283e-01 -3.17708082e-03]
[ 2.88598283e-02 -9.38153596e-02 2.19357591e-01 -2.07267697e-01
3.14104022e-02 1.01835223e-01 -2.60240827e-02 -1.12419078e-01
4.49266138e-02 2.66805297e-01]]
[[ 0.47988429]
[ 1.26266145]
[ 0.22793229]
[ 0.69717218]
[-2.27547077]
[-0.27274431]
[-1.41703599]
[ 0.00954042]
[ 0.55169518]
[ 0.74602348]]
Progress: 14.7% ... Training loss: 0.334 ... Validation loss: 0.544[[ 1.57161929e-01 2.48950972e-01 -1.15698848e-01 1.01694504e-01
-5.32589628e-01 -6.73147768e-02 -8.30870651e-02 1.24245873e-01
-8.71062125e-02 1.98102434e-01]
[ 1.49988208e-02 1.70923325e-01 -2.00797366e-02 3.88761197e-02
9.90188694e-02 -5.47042503e-03 2.98568971e-01 4.12705797e-02
1.37942075e-01 -2.92603175e-02]
[ 2.00879962e-01 4.17273555e-01 3.37905083e-02 1.21525279e-01
3.51911803e-02 -6.46609185e-02 -5.19162017e-01 -3.29597150e-02
1.11297423e-01 3.61994237e-01]
[ -3.21870097e-02 -3.22440359e-01 -2.45587562e-01 4.83823576e-03
4.52721672e-02 1.70913777e-01 1.53090455e-01 5.55394196e-02
7.21583042e-03 7.11305338e-02]
[ -2.36489602e-03 1.91208708e-01 -1.47044901e-01 4.21577765e-02
9.82178494e-02 -1.78777774e-01 1.72699666e-02 -1.20255289e-01
-1.89680399e-01 3.19835944e-02]
[ -3.47451388e-01 -2.97686338e-01 -2.86537715e-01 1.46640394e-01
1.49346521e-01 4.94194771e-02 1.98358683e-03 -3.50876277e-02
-6.84140021e-03 3.24285049e-02]
[ -3.44027732e-03 -1.40851269e-01 9.73223556e-03 9.74765697e-02
-5.71464895e-02 -7.24502822e-02 1.62574187e-01 -1.89227666e-01
1.83296295e-01 4.01623006e-02]
[ 1.11515928e-01 -2.11167621e-01 3.10664554e-02 -7.24610665e-02
1.69771479e-01 -4.18341613e-02 5.27291781e-02 1.22910924e-01
6.49955269e-02 -2.23827400e-02]
[ -1.52521420e-01 -2.15027770e-02 -2.98309927e-01 3.21931849e-03
-9.47446058e-02 6.14210954e-02 -2.74175588e-01 -2.67852780e-02
2.77099415e-01 -9.50699255e-02]
[ 6.39928173e-02 -2.09640396e-01 8.89573029e-02 2.80576601e-02
1.43290095e-01 -1.05771050e-01 2.14442470e-02 -9.78594647e-02
-1.83950089e-03 1.43018723e-01]
[ -7.44077003e-02 1.14597591e-01 -5.91448619e-05 -1.53830211e-01
1.95531510e-02 2.35075289e-02 6.23689843e-02 -1.01875977e-01
-1.97491760e-02 -1.20122562e-01]
[ -8.89595144e-02 1.74410242e-02 -6.09109926e-02 1.57792194e-02
2.75094260e-01 9.23559463e-02 -5.01705453e-02 -1.45908503e-02
-1.48096838e-01 -1.77879445e-01]
[ -1.55679437e-01 7.00919628e-03 6.25877936e-02 2.36349664e-02
-1.76939229e-01 -2.20429302e-01 -1.81610044e-01 -1.96915431e-01
8.86559710e-02 1.76257777e-01]
[ -2.12934756e-01 -1.33530170e-01 1.20896169e-01 2.73432911e-01
-1.35454671e-01 -8.41868578e-02 -1.30858739e-01 -2.54876849e-01
-2.05710809e-01 1.09666229e-02]
[ 1.15705808e-01 -4.44740318e-02 -1.87120957e-02 1.13953408e-01
-6.53233000e-03 -8.21644932e-02 1.07003232e-01 4.28929154e-03
2.84198196e-02 2.00448838e-02]
[ 3.52248350e-02 -3.52335777e-02 -2.12137902e-01 1.43941159e-01
-5.15002136e-02 8.96833161e-02 -8.99610380e-02 -2.00284544e-02
-9.78343385e-02 -5.83426241e-03]
[ -1.27787665e-01 -5.84528236e-02 -2.06757693e-01 1.47748953e-01
-5.21559904e-03 1.37442106e-01 1.56651610e-02 -2.50473081e-01
6.03689184e-02 -2.09002498e-01]
[ -7.03853089e-02 -3.01330819e-02 2.76079610e-01 9.88713634e-02
1.16809090e-01 -6.22779339e-02 -1.33380278e-01 1.20944424e-01
6.90153592e-02 3.33914661e-02]
[ 4.21343328e-02 -3.23365031e-02 8.25526055e-02 7.50993243e-02
1.27207161e-01 -1.37889135e-02 2.78080547e-01 1.20346078e-01
-4.77884013e-02 -7.80201780e-02]
[ 4.19165295e-04 -1.65796187e-01 -2.93450898e-01 -5.76877432e-02
2.59804459e-01 -8.69744282e-02 1.90724513e-01 1.64381703e-01
9.95891542e-02 -3.92664308e-02]
[ 4.74863672e-02 4.53240805e-03 -1.21197253e-01 3.50572064e-02
-6.44777345e-02 3.28014350e-01 2.58237303e-01 2.05394097e-01
-1.72280231e-01 -6.27623806e-02]
[ 2.03000287e-02 2.02987160e-02 1.29227818e-01 1.28136589e-01
-7.97636419e-02 9.85075542e-02 -2.12451939e-01 -3.98995618e-02
2.25162818e-01 1.04842519e-01]
[ 1.04046681e-01 7.18752787e-02 -5.11527757e-02 -1.09830263e-01
-8.91349199e-02 -3.27790822e-01 1.12107475e-01 8.42865803e-03
1.36206213e-01 8.39011088e-02]
[ -9.53311821e-02 2.67421625e-02 -1.41029455e-02 2.64485086e-02
-2.36278642e-03 -2.03985351e-01 -1.00291306e-01 -1.94621435e-02
1.69332432e-02 1.33334521e-01]
[ -1.30828780e-01 -2.08897631e-02 -1.91188026e-01 1.42790973e-02
-3.04972177e-01 -1.07105488e-02 -5.56767341e-02 -2.24883759e-02
1.73916560e-02 8.31718755e-02]
[ -7.70575896e-03 2.44613112e-03 -6.38576904e-02 -9.68145288e-02
4.33635504e-01 2.65330234e-01 4.65814446e-01 1.14562701e-01
-1.57721288e-01 -3.38040727e-01]
[ 1.09833468e-02 -2.71282698e-01 -1.63107625e-02 -3.52636190e-02
5.43549487e-01 8.80621665e-02 4.10613874e-01 9.32554107e-02
5.75733839e-02 -3.36939337e-01]
[ 3.07104834e-02 -3.40935309e-01 -3.35984647e-02 -8.10717880e-02
5.93175007e-01 1.46181822e-02 3.96120163e-01 4.99211771e-02
-3.41328463e-01 -1.86620470e-01]
[ -1.33987602e-01 -4.70281331e-01 7.02500623e-03 -1.56272142e-01
6.23108951e-01 -1.05926028e-01 4.97151865e-01 -8.01335913e-02
-3.17397149e-02 1.25308369e-01]
[ -2.60456668e-01 -2.89106682e-01 6.79073634e-02 -1.30140843e-02
8.16849630e-01 1.30710229e-01 3.11580012e-01 4.95249720e-02
-6.22401401e-02 -9.96224670e-02]
[ -1.53087212e-01 -1.48150871e-01 2.72782171e-01 -1.78124946e-01
4.62635291e-01 -6.61847041e-02 5.30136891e-01 1.64858663e-02
-2.05268183e-01 3.65732398e-02]
[ -9.23272141e-02 -1.14675794e-01 -1.63637661e-01 -5.18544757e-02
3.35709595e-01 -2.46449741e-01 6.69380991e-02 1.71725514e-01
2.79880168e-02 -6.82378175e-02]
[ 1.23423915e-01 2.56034026e-01 1.69188120e-01 -7.49870560e-02
-1.26069229e-01 4.46591198e-02 -1.69771894e-01 2.84823717e-01
8.58032169e-02 1.88106129e-01]
[ 3.39128516e-01 2.82838698e-01 -8.84456349e-02 3.05199504e-01
-8.86122202e-01 -2.84108410e-01 -4.42868149e-01 1.77466661e-01
3.69438768e-01 -5.58992276e-02]
[ 5.77177948e-02 1.71957140e-01 2.57471262e-01 2.66585847e-01
-1.04482469e-01 -2.00316517e-01 -2.05917441e-01 -1.31988084e-01
-1.27848221e-01 -2.70291308e-01]
[ 3.62947202e-02 -1.73015826e-02 -1.11892396e-01 -3.53833877e-02
1.97335798e-01 3.57072470e-02 -4.20275042e-02 -1.83359270e-01
4.93125598e-02 2.27386261e-01]
[ -1.15956364e-02 -8.42560030e-02 -7.20487772e-02 -6.86510184e-02
4.42670639e-02 -1.68403908e-01 1.22351631e-01 9.62623758e-03
2.41994021e-02 -8.51890023e-03]
[ 1.92997726e-02 3.87215963e-02 2.40832150e-01 6.08674967e-02
-1.84273159e-01 -1.28697336e-01 1.44860937e-01 3.95359249e-02
-1.96481693e-01 9.78927148e-02]
[ 4.97040433e-02 -2.78611520e-02 9.80626370e-02 -2.39478049e-02
-1.39685818e-01 8.13441014e-02 1.29687736e-01 -2.71751577e-01
-4.12064879e-02 -1.19289901e-01]
[ -3.34685018e-02 2.64874521e-02 7.45226753e-02 -6.16003644e-02
6.81942517e-02 1.93119062e-01 1.61244976e-01 1.17431658e-01
-4.52883621e-02 1.45911720e-01]
[ 2.12629886e-01 3.76390171e-02 2.51437683e-02 7.01693292e-02
9.29645217e-02 -1.74845389e-02 -1.30275647e-01 1.47840854e-01
-6.29889915e-02 -2.90261871e-02]
[ 1.29452204e-02 -9.46405273e-02 3.14258935e-03 -1.18547633e-03
-2.76518719e-01 -1.08248656e-01 -1.26641225e-01 3.96465818e-02
8.83884587e-02 1.55234459e-01]
[ -1.31173197e-02 4.54212725e-01 9.31504640e-02 3.33184484e-01
-8.62032117e-01 -2.81445752e-01 -5.38525798e-01 -7.61880616e-02
2.21239338e-01 2.60623563e-01]
[ 1.35456320e-01 4.47591375e-01 3.97796648e-02 3.51752715e-01
-6.40290063e-01 -5.99885026e-02 -3.59537031e-01 1.48233497e-01
1.47215374e-01 4.33782531e-01]
[ 2.48576125e-01 2.68178667e-01 2.39242945e-01 1.22761124e-01
-3.36354598e-01 8.85841543e-02 -1.75255087e-01 1.62044235e-01
2.21101509e-01 5.74331913e-02]
[ -8.11693697e-02 1.94815867e-01 2.37833652e-01 3.24648308e-03
2.83608086e-03 1.35610665e-01 -7.32335332e-02 -1.54811112e-02
-4.35101451e-02 3.91473210e-02]
[ -1.00838786e-01 -1.69130789e-02 2.34461198e-02 8.64043310e-02
-3.14833145e-02 1.18846064e-01 2.68959950e-01 2.02336959e-02
-2.80144451e-01 -9.95167004e-02]
[ -2.12077312e-01 1.70265601e-03 -8.95820497e-02 -3.34398093e-01
1.49156436e-01 1.16720563e-01 8.00277570e-02 1.04088229e-01
-2.00263520e-01 4.22112469e-02]
[ 3.27927157e-02 -3.03997066e-01 -1.16208766e-01 -1.30110791e-01
2.72262880e-01 1.54911720e-02 1.04649742e-01 1.54080756e-01
-1.40238854e-01 -1.86158569e-01]
[ 1.53548463e-01 -1.27241869e-01 -1.36012476e-01 3.10574468e-03
1.28897695e-01 -6.37451889e-02 -3.90687389e-02 -1.48007918e-01
1.36621642e-01 -9.52055604e-02]
[ -1.21915179e-01 1.61599938e-01 2.55925555e-01 -2.94650757e-02
1.77573819e-01 9.14166248e-02 -1.84119227e-02 -2.98830413e-01
-1.28472624e-01 -6.35429986e-02]
[ -3.51940303e-01 1.04482460e-01 1.00244773e-02 -3.06676931e-02
1.28216147e-01 -1.68169062e-01 -4.95604386e-02 2.35214485e-01
-9.57824254e-02 8.03650840e-02]
[ 1.45131562e-01 1.09660036e-01 -2.41913880e-01 -1.01620800e-01
1.24268689e-01 -2.87962116e-01 1.14067754e-02 -1.68007309e-01
-1.08852342e-02 -1.95116603e-01]
[ 2.04342983e-01 -1.50403028e-01 5.75760743e-02 -3.36095883e-02
7.61833315e-02 -2.68177740e-02 -3.46378917e-03 -1.37112612e-01
1.01707360e-01 -1.88478005e-01]
[ -1.03931110e-01 -1.97912125e-02 1.20518663e-01 1.09326664e-01
1.61887374e-02 -1.11276941e-01 2.30518176e-01 -7.68898679e-02
1.84908690e-01 -2.02076611e-03]
[ 2.94510350e-02 -9.20657401e-02 2.19633903e-01 -2.06365984e-01
2.84331457e-02 1.01503390e-01 -2.74752867e-02 -1.12407850e-01
4.56677250e-02 2.67500355e-01]]
[[ 0.4877885 ]
[ 1.27120444]
[ 0.23674559]
[ 0.70595315]
[-2.27064684]
[-0.26589444]
[-1.41012227]
[ 0.01497271]
[ 0.56098236]
[ 0.75443303]]
Progress: 14.8% ... Training loss: 0.332 ... Validation loss: 0.541[[ 1.59491442e-01 2.54466442e-01 -1.14569563e-01 1.05005247e-01
-5.41153540e-01 -6.86280265e-02 -8.87268530e-02 1.24321509e-01
-8.44537348e-02 2.01540643e-01]
[ 1.54780069e-02 1.72104203e-01 -1.98537828e-02 3.95789486e-02
9.68831716e-02 -5.73387930e-03 2.97192382e-01 4.12854342e-02
1.38471837e-01 -2.85065641e-02]
[ 2.00276645e-01 4.16277944e-01 3.35753329e-02 1.20389768e-01
3.91941329e-02 -6.43311429e-02 -5.17318687e-01 -3.29770842e-02
1.10431227e-01 3.60843315e-01]
[ -2.84857937e-02 -3.13783705e-01 -2.43830299e-01 1.02850414e-02
2.85096352e-02 1.68919204e-01 1.43519142e-01 5.56540529e-02
1.15665715e-02 7.70980944e-02]
[ -1.26532572e-03 1.93449501e-01 -1.46532186e-01 4.36412010e-02
9.39567022e-02 -1.79367518e-01 1.48483841e-02 -1.20221485e-01
-1.88463651e-01 3.33104735e-02]
[ -3.46607836e-01 -2.96180916e-01 -2.86200844e-01 1.47876992e-01
1.46127811e-01 4.89397658e-02 -9.15219107e-05 -3.50593119e-02
-5.84279863e-03 3.37437788e-02]
[ -3.50160511e-03 -1.40897583e-01 9.68917124e-03 9.72993517e-02
-5.58994987e-02 -7.24263338e-02 1.63134256e-01 -1.89229668e-01
1.83109510e-01 3.99818989e-02]
[ 1.11985974e-01 -2.09910656e-01 3.13526238e-02 -7.17299050e-02
1.67115246e-01 -4.21169126e-02 5.14768109e-02 1.22929818e-01
6.56255867e-02 -2.17342913e-02]
[ -1.52107737e-01 -2.09618858e-02 -2.98104266e-01 3.73961127e-03
-9.58174015e-02 6.11754748e-02 -2.74661267e-01 -2.67734962e-02
2.77589410e-01 -9.45353413e-02]
[ 6.33535976e-02 -2.11201309e-01 8.86814215e-02 2.70683941e-02
1.46376404e-01 -1.05477952e-01 2.37036664e-02 -9.78766748e-02
-2.50157550e-03 1.41930369e-01]
[ -7.28111162e-02 1.17751150e-01 6.65657430e-04 -1.51579167e-01
1.41755252e-02 2.26202735e-02 5.87145293e-02 -1.01824741e-01
-1.80048508e-02 -1.17714267e-01]
[ -8.82509256e-02 1.91053407e-02 -6.05742775e-02 1.68282765e-02
2.71684828e-01 9.19659689e-02 -5.20285962e-02 -1.45678861e-02
-1.47247217e-01 -1.76881481e-01]
[ -1.55679437e-01 7.00919628e-03 6.25877936e-02 2.36349664e-02
-1.76939229e-01 -2.20429302e-01 -1.81610044e-01 -1.96915431e-01
8.86559710e-02 1.76257777e-01]
[ -2.13520572e-01 -1.35151398e-01 1.20601854e-01 2.72574693e-01
-1.32697425e-01 -8.38580503e-02 -1.29072868e-01 -2.54893885e-01
-2.06381745e-01 1.00336691e-02]
[ 1.16254287e-01 -4.35719559e-02 -1.84349051e-02 1.14838005e-01
-9.05698022e-03 -8.24898979e-02 1.05751910e-01 4.30746894e-03
2.91007712e-02 2.09355628e-02]
[ 3.62946085e-02 -3.27728869e-02 -2.11722699e-01 1.45408110e-01
-5.62014665e-02 8.91075746e-02 -9.28509661e-02 -1.99962294e-02
-9.66349778e-02 -4.26484394e-03]
[ -1.27793773e-01 -5.83321237e-02 -2.06752329e-01 1.47729604e-01
-4.61020992e-03 1.37419337e-01 1.57024456e-02 -2.50473192e-01
6.03470847e-02 -2.08995118e-01]
[ -7.02351319e-02 -2.95827645e-02 2.76171257e-01 9.90685617e-02
1.16739709e-01 -6.23526004e-02 -1.33738903e-01 1.20949627e-01
6.91295448e-02 3.36213363e-02]
[ 4.16020112e-02 -3.35978153e-02 8.22872549e-02 7.42757622e-02
1.29790251e-01 -1.35061120e-02 2.79626888e-01 1.20329489e-01
-4.84476097e-02 -7.88439189e-02]
[ 9.43034345e-04 -1.64382509e-01 -2.93186802e-01 -5.69034639e-02
2.57032338e-01 -8.72459180e-02 1.89107317e-01 1.64398696e-01
1.00167587e-01 -3.84350623e-02]
[ 4.73290925e-02 3.64756427e-03 -1.21263013e-01 3.47640425e-02
-6.33523321e-02 3.28099783e-01 2.58958146e-01 2.05390393e-01
-1.72459045e-01 -6.31447211e-02]
[ 2.11976432e-02 2.26740520e-02 1.29697662e-01 1.29498445e-01
-8.34998065e-02 9.79866635e-02 -2.14457301e-01 -3.98695773e-02
2.26263202e-01 1.06211541e-01]
[ 1.03590210e-01 7.06161675e-02 -5.13673243e-02 -1.10520033e-01
-8.71887455e-02 -3.27571485e-01 1.13406388e-01 8.41423408e-03
1.35755954e-01 8.31600298e-02]
[ -9.51173286e-02 2.71781427e-02 -1.40031836e-02 2.67389975e-02
-3.30785740e-03 -2.04092321e-01 -1.00801612e-01 -1.94559850e-02
1.71706444e-02 1.33629696e-01]
[ -1.30828603e-01 -2.08650826e-02 -1.91185521e-01 1.42886269e-02
-3.04941587e-01 -1.07131305e-02 -5.56863359e-02 -2.24882607e-02
1.73938632e-02 8.31769817e-02]
[ -7.92604169e-03 1.71890321e-03 -6.39695395e-02 -9.71486143e-02
4.34756578e-01 2.65457256e-01 4.66570934e-01 1.14555844e-01
-1.57995798e-01 -3.38442737e-01]
[ 1.06359918e-02 -2.72218036e-01 -1.64818869e-02 -3.57713069e-02
5.45086971e-01 8.82525659e-02 4.11603874e-01 9.32445806e-02
5.71662089e-02 -3.37483747e-01]
[ 3.05485452e-02 -3.41347068e-01 -3.36794106e-02 -8.13110766e-02
5.93839913e-01 1.47087520e-02 3.96606596e-01 4.99160605e-02
-3.41516830e-01 -1.86882366e-01]
[ -1.34112483e-01 -4.70756881e-01 6.95940346e-03 -1.56451669e-01
6.23740211e-01 -1.05859506e-01 4.97653218e-01 -8.01367044e-02
-3.18770922e-02 1.25171510e-01]
[ -2.60797492e-01 -2.89877830e-01 6.77504857e-02 -1.34996155e-02
8.18365624e-01 1.30888897e-01 3.12656777e-01 4.95146218e-02
-6.26310960e-02 -1.00144902e-01]
[ -1.53391407e-01 -1.48891163e-01 2.72636270e-01 -1.78567614e-01
4.63954902e-01 -6.60177623e-02 5.30973840e-01 1.64763799e-02
-2.05615461e-01 3.61075841e-02]
[ -9.30917902e-02 -1.16467055e-01 -1.63992881e-01 -5.29594034e-02
3.39250060e-01 -2.46029616e-01 6.91549743e-02 1.71702652e-01
2.71313759e-02 -6.94215260e-02]
[ 1.23617345e-01 2.56489149e-01 1.69288649e-01 -7.46884580e-02
-1.26986772e-01 4.45511754e-02 -1.70323976e-01 2.84829391e-01
8.60376617e-02 1.88426662e-01]
[ 3.40012667e-01 2.85186816e-01 -8.80185804e-02 3.06404868e-01
-8.89692180e-01 -2.84584207e-01 -4.45350025e-01 1.77494473e-01
3.70425971e-01 -5.45305613e-02]
[ 5.79951328e-02 1.72616405e-01 2.57614771e-01 2.67019287e-01
-1.05894601e-01 -2.00482425e-01 -2.06675322e-01 -1.31978959e-01
-1.27509334e-01 -2.69894955e-01]
[ 3.59754188e-02 -1.81795778e-02 -1.12058896e-01 -3.58815776e-02
1.98831826e-01 3.58928598e-02 -4.10749709e-02 -1.83369332e-01
4.89191967e-02 2.26870874e-01]
[ -1.15689945e-02 -8.42443735e-02 -7.20595364e-02 -6.86169785e-02
4.41676474e-02 -1.68439570e-01 1.22353469e-01 9.62697062e-03
2.42309098e-02 -8.48483102e-03]
[ 2.03945530e-02 4.16688183e-02 2.41362809e-01 6.25188981e-02
-1.89466311e-01 -1.29304999e-01 1.41714432e-01 3.95719944e-02
-1.95137937e-01 9.96492548e-02]
[ 4.97001213e-02 -2.79907657e-02 9.80324629e-02 -2.40205606e-02
-1.39400578e-01 8.13544092e-02 1.29757484e-01 -2.71751841e-01
-4.12746447e-02 -1.19346007e-01]
[ -3.34018838e-02 2.66504358e-02 7.45389336e-02 -6.15080545e-02
6.79168596e-02 1.93080519e-01 1.61077697e-01 1.17433683e-01
-4.52240595e-02 1.46011941e-01]
[ 2.13162418e-01 3.90857249e-02 2.54198435e-02 7.09759522e-02
9.03396377e-02 -1.77777164e-02 -1.31841519e-01 1.47857859e-01
-6.23544773e-02 -2.82160012e-02]
[ 1.27601763e-02 -9.50673208e-02 3.05398211e-03 -1.44785712e-03
-2.75697389e-01 -1.08157913e-01 -1.26133331e-01 3.96409840e-02
8.81740550e-02 1.54968178e-01]
[ -1.20431269e-02 4.56426279e-01 9.36891087e-02 3.34673731e-01
-8.65346889e-01 -2.82065665e-01 -5.40930658e-01 -7.61542203e-02
2.22422794e-01 2.62181258e-01]
[ 1.35764185e-01 4.48184043e-01 3.99342788e-02 3.52171797e-01
-6.41634673e-01 -6.01547961e-02 -3.60249281e-01 1.48242147e-01
1.47595668e-01 4.34129417e-01]
[ 2.48641577e-01 2.68366310e-01 2.39267435e-01 1.22830684e-01
-3.36479299e-01 8.85521567e-02 -1.75510994e-01 1.62045516e-01
2.21177864e-01 5.75458356e-02]
[ -8.12942245e-02 1.94491758e-01 2.37767577e-01 3.07580418e-03
3.41104149e-03 1.35676401e-01 -7.28071348e-02 -1.54840001e-02
-4.36506875e-02 3.89298573e-02]
[ -1.00814822e-01 -1.69971147e-02 2.34678876e-02 8.65016709e-02
-3.17613044e-02 1.18819714e-01 2.68962002e-01 2.02356610e-02
-2.80079364e-01 -9.94376089e-02]
[ -2.12097206e-01 1.57488105e-03 -8.95938986e-02 -3.34437137e-01
1.49287535e-01 1.16733673e-01 8.00738397e-02 1.04087414e-01
-2.00295509e-01 4.21766619e-02]
[ 3.28287727e-02 -3.03942119e-01 -1.16195246e-01 -1.30060196e-01
2.72079251e-01 1.54705296e-02 1.04569757e-01 1.54081807e-01
-1.40196031e-01 -1.86116750e-01]
[ 1.54241989e-01 -1.25830596e-01 -1.35746804e-01 4.11722921e-03
1.25681745e-01 -6.41281312e-02 -4.06894114e-02 -1.47985289e-01
1.37530860e-01 -9.42112675e-02]
[ -1.22070194e-01 1.61098109e-01 2.55848756e-01 -2.97215410e-02
1.78256280e-01 9.15126824e-02 -1.78761517e-02 -2.98834438e-01
-1.28677526e-01 -6.37996289e-02]
[ -3.52468426e-01 1.03142210e-01 9.82542106e-03 -3.13996267e-02
1.30527666e-01 -1.67922319e-01 -4.79240131e-02 2.35200236e-01
-9.63511401e-02 7.95400219e-02]
[ 1.44712325e-01 1.08621269e-01 -2.42138239e-01 -1.02268949e-01
1.26967645e-01 -2.87775419e-01 1.25902723e-02 -1.68019634e-01
-1.14823076e-02 -1.95792303e-01]
[ 2.05668874e-01 -1.47343011e-01 5.82283372e-02 -3.17520854e-02
7.13502877e-02 -2.75548937e-02 -6.57190141e-03 -1.37072130e-01
1.03181484e-01 -1.86536068e-01]
[ -1.03067220e-01 -1.77831594e-02 1.20930927e-01 1.10552581e-01
1.29291216e-02 -1.11737631e-01 2.28157888e-01 -7.68618541e-02
1.85925217e-01 -6.94798365e-04]
[ 2.93360549e-02 -9.24072716e-02 2.19589555e-01 -2.06513506e-01
2.83480710e-02 1.01570510e-01 -2.69949934e-02 -1.12411385e-01
4.55704183e-02 2.67313455e-01]]
[[ 0.49697887]
[ 1.27934018]
[ 0.24100884]
[ 0.71633907]
[-2.27070782]
[-0.25851871]
[-1.40487248]
[ 0.02282218]
[ 0.57000304]
[ 0.76282838]]
Progress: 14.8% ... Training loss: 0.335 ... Validation loss: 0.547[[ 1.58607327e-01 2.52010945e-01 -1.15031583e-01 1.03544781e-01
-5.36532477e-01 -6.81918803e-02 -8.57029727e-02 1.24282480e-01
-8.55730750e-02 1.99812762e-01]
[ 1.54442017e-02 1.72002185e-01 -1.98729409e-02 3.95218144e-02
9.70371915e-02 -5.71434219e-03 2.97277631e-01 4.12837800e-02
1.38430159e-01 -2.85671911e-02]
[ 2.00697103e-01 4.17085548e-01 3.36886837e-02 1.20499374e-01
3.91433061e-02 -6.45088261e-02 -5.18055443e-01 -3.29609860e-02
1.10753627e-01 3.60875677e-01]
[ -2.74344599e-02 -3.11435446e-01 -2.43230019e-01 1.20368688e-02
2.31159888e-02 1.68436448e-01 1.40600329e-01 5.57010076e-02
1.30190478e-02 7.90242816e-02]
[ -6.04092887e-04 1.95748980e-01 -1.46165378e-01 4.46875140e-02
9.07093677e-02 -1.79874464e-01 1.28474973e-02 -1.20184402e-01
-1.87811069e-01 3.41683633e-02]
[ -3.48003838e-01 -2.99804665e-01 -2.86888143e-01 1.45900755e-01
1.52088545e-01 4.96308788e-02 3.94009058e-03 -3.51231064e-02
-7.47440388e-03 3.15575407e-02]
[ -4.79880234e-03 -1.44164421e-01 9.05909053e-03 9.53937041e-02
-4.96158618e-02 -7.17305105e-02 1.66827189e-01 -1.89285667e-01
1.81610827e-01 3.78696063e-02]
[ 1.12127148e-01 -2.09887129e-01 3.13893534e-02 -7.16820274e-02
1.66626235e-01 -4.22047781e-02 5.15458614e-02 1.22935789e-01
6.57171738e-02 -2.18867553e-02]
[ -1.53214679e-01 -2.37174477e-02 -2.98630685e-01 2.16916513e-03
-9.10187858e-02 6.17227574e-02 -2.71595797e-01 -2.68231855e-02
2.76376999e-01 -9.62295407e-02]
[ 6.13882297e-02 -2.16408801e-01 8.76976206e-02 2.40851321e-02
1.55423202e-01 -1.04493676e-01 2.97584969e-02 -9.79615395e-02
-4.85131198e-03 1.38511873e-01]
[ -7.33815975e-02 1.16282493e-01 3.96703152e-04 -1.52388056e-01
1.67756404e-02 2.28928162e-02 6.02811142e-02 -1.01849607e-01
-1.86592182e-02 -1.18646983e-01]
[ -8.93740440e-02 1.61588679e-02 -6.11285928e-02 1.52159743e-02
2.76591891e-01 9.25555032e-02 -4.87909453e-02 -1.46216672e-02
-1.48494225e-01 -1.78675463e-01]
[ -1.55679437e-01 7.00919628e-03 6.25877936e-02 2.36349664e-02
-1.76939229e-01 -2.20429302e-01 -1.81610044e-01 -1.96915431e-01
8.86559710e-02 1.76257777e-01]
[ -2.13718735e-01 -1.35651611e-01 1.20502039e-01 2.72317195e-01
-1.31819395e-01 -8.37667664e-02 -1.28481363e-01 -2.54902605e-01
-2.06619564e-01 9.72086203e-03]
[ 1.15400423e-01 -4.58800495e-02 -1.88516122e-02 1.13600405e-01
-5.47975360e-03 -8.20511186e-02 1.08255499e-01 4.26739226e-03
2.81022647e-02 1.96173577e-02]
[ 3.64191075e-02 -3.24879760e-02 -2.11654266e-01 1.45622652e-01
-5.67147482e-02 8.90158523e-02 -9.32218429e-02 -1.99882158e-02
-9.64617845e-02 -4.12316668e-03]
[ -1.28759069e-01 -6.06658667e-02 -2.07220008e-01 1.46336750e-01
-1.18012067e-04 1.37901155e-01 1.83529930e-02 -2.50514289e-01
5.92216400e-02 -2.10494732e-01]
[ -7.00115661e-02 -2.89315473e-02 2.76303870e-01 9.93962966e-02
1.15693671e-01 -6.24536090e-02 -1.34348663e-01 1.20960407e-01
6.93836902e-02 3.39868492e-02]
[ 4.03145338e-02 -3.71412220e-02 8.15694669e-02 7.21800304e-02
1.36420610e-01 -1.27686327e-02 2.83522570e-01 1.20262602e-01
-5.00892019e-02 -8.10384493e-02]
[ 7.01815101e-04 -1.65013712e-01 -2.93330975e-01 -5.73540967e-02
2.58117009e-01 -8.71037849e-02 1.89751997e-01 1.64386494e-01
9.98132720e-02 -3.88400490e-02]
[ 4.76066876e-02 4.07084408e-03 -1.21085935e-01 3.51991575e-02
-6.45782491e-02 3.27925888e-01 2.58363199e-01 2.05406363e-01
-1.72061423e-01 -6.27366071e-02]
[ 2.18396412e-02 2.44599343e-02 1.30022812e-01 1.30543976e-01
-8.68059211e-02 9.75982370e-02 -2.16107725e-01 -3.98360259e-02
2.27097702e-01 1.06998120e-01]
[ 1.03079764e-01 6.93577550e-02 -5.16002821e-02 -1.11249309e-01
-8.49996284e-02 -3.27317374e-01 1.14814340e-01 8.39114247e-03
1.35198618e-01 8.23827462e-02]
[ -9.54934861e-02 2.61969742e-02 -1.41873173e-02 2.62091008e-02
-1.62383717e-03 -2.03901641e-01 -9.98142118e-02 -1.94723813e-02
1.67487872e-02 1.33059199e-01]
[ -1.31322605e-01 -2.20767539e-02 -1.91432612e-01 1.35547405e-02
-3.02831882e-01 -1.04480112e-02 -5.42826174e-02 -2.25116193e-02
1.68201604e-02 8.24078285e-02]
[ -8.11388603e-03 1.10692600e-03 -6.40612824e-02 -9.74201385e-02
4.35454766e-01 2.65558890e-01 4.67184481e-01 1.14549189e-01
-1.58213768e-01 -3.38734613e-01]
[ 1.05538112e-02 -2.72562739e-01 -1.65237272e-02 -3.58869655e-02
5.45447741e-01 8.82937340e-02 4.11982406e-01 9.32408619e-02
5.70725302e-02 -3.37652960e-01]
[ 2.97695196e-02 -3.43310970e-01 -3.40602037e-02 -8.24780804e-02
5.97445771e-01 1.51245795e-02 3.98777617e-01 4.98791333e-02
-3.42442717e-01 -1.88105521e-01]
[ -1.34424044e-01 -4.71394495e-01 6.81322225e-03 -1.56901737e-01
6.25004533e-01 -1.05702894e-01 4.98454464e-01 -8.01505123e-02
-3.22254541e-02 1.24696822e-01]
[ -2.60949077e-01 -2.90235907e-01 6.76792552e-02 -1.37148117e-02
8.18912021e-01 1.30962038e-01 3.13070478e-01 4.95077252e-02
-6.28043349e-02 -1.00375015e-01]
[ -1.53427222e-01 -1.48997759e-01 2.72616227e-01 -1.78627753e-01
4.64116965e-01 -6.59971405e-02 5.31063983e-01 1.64746332e-02
-2.05659527e-01 3.60437628e-02]
[ -9.31703924e-02 -1.16718253e-01 -1.64022945e-01 -5.30581615e-02
3.39566432e-01 -2.46000157e-01 6.94093240e-02 1.71699567e-01
2.70548570e-02 -6.95386491e-02]
[ 1.23864400e-01 2.57137273e-01 1.69402746e-01 -7.43447450e-02
-1.27973708e-01 4.44271532e-02 -1.70919851e-01 2.84839694e-01
8.62665392e-02 1.88783358e-01]
[ 3.39724841e-01 2.84373068e-01 -8.81701683e-02 3.05992567e-01
-8.88279367e-01 -2.84420432e-01 -4.44524929e-01 1.77479938e-01
3.70108338e-01 -5.50175908e-02]
[ 5.78140850e-02 1.72153932e-01 2.57527906e-01 2.66769069e-01
-1.05084902e-01 -2.00392515e-01 -2.06182478e-01 -1.31986997e-01
-1.27715074e-01 -2.70151985e-01]
[ 3.53449414e-02 -1.99373823e-02 -1.12423378e-01 -3.69847011e-02
2.02284719e-01 3.62560640e-02 -3.92590284e-02 -1.83404692e-01
4.80834353e-02 2.25852024e-01]
[ -1.11869244e-02 -8.32419155e-02 -7.18780134e-02 -6.80593508e-02
4.24236474e-02 -1.68625594e-01 1.21283390e-01 9.64419915e-03
2.46659147e-02 -7.89660309e-03]
[ 2.05457939e-02 4.20712628e-02 2.41435361e-01 6.27598673e-02
-1.90188533e-01 -1.29390525e-01 1.41272295e-01 3.95798098e-02
-1.94964058e-01 9.98815668e-02]
[ 4.89644025e-02 -2.99342984e-02 9.76362981e-02 -2.52080099e-02
-1.35731245e-01 8.17544213e-02 1.31915161e-01 -2.71788829e-01
-4.21772543e-02 -1.20556501e-01]
[ -3.27314959e-02 2.85158913e-02 7.48814319e-02 -6.04149237e-02
6.44087941e-02 1.92676610e-01 1.59275277e-01 1.17469491e-01
-4.43768090e-02 1.46874631e-01]
[ 2.12747501e-01 3.80904985e-02 2.51967483e-02 7.03184298e-02
9.24275377e-02 -1.75681149e-02 -1.30684036e-01 1.47837072e-01
-6.28718091e-02 -2.89104636e-02]
[ 1.28496093e-02 -9.47330117e-02 3.10192210e-03 -1.31191830e-03
-2.76136641e-01 -1.08206795e-01 -1.26354823e-01 3.96469218e-02
8.82858542e-02 1.55074329e-01]
[ -1.24925392e-02 4.55270347e-01 9.35142605e-02 3.34134263e-01
-8.63696285e-01 -2.81902966e-01 -5.39625163e-01 -7.61697093e-02
2.22005365e-01 2.61514534e-01]
[ 1.36188750e-01 4.49151492e-01 4.01657623e-02 3.52842075e-01
-6.43861677e-01 -6.03730369e-02 -3.61377191e-01 1.48265517e-01
1.48145701e-01 4.34734884e-01]
[ 2.48470660e-01 2.67969464e-01 2.39187540e-01 1.22580821e-01
-3.35667790e-01 8.86395557e-02 -1.75050084e-01 1.62037726e-01
2.20988046e-01 5.72705175e-02]
[ -8.17950332e-02 1.93176861e-01 2.37545677e-01 2.35494301e-03
5.70698689e-03 1.35936512e-01 -7.14658138e-02 -1.55065164e-02
-4.42147932e-02 3.82128871e-02]
[ -1.00976925e-01 -1.74621063e-02 2.33820212e-02 8.62474469e-02
-3.10004005e-02 1.18909884e-01 2.69424705e-01 2.02277242e-02
-2.80272069e-01 -9.96922799e-02]
[ -2.11980346e-01 1.85411123e-03 -8.95334920e-02 -3.34250867e-01
1.48719964e-01 1.16672883e-01 7.97382378e-02 1.04092960e-01
-2.00163486e-01 4.23694201e-02]
[ 3.22480317e-02 -3.05484689e-01 -1.16486219e-01 -1.30939199e-01
2.74922704e-01 1.57789325e-02 1.06282326e-01 1.54054564e-01
-1.40903154e-01 -1.87054709e-01]
[ 1.53734002e-01 -1.27111211e-01 -1.36020374e-01 3.39511310e-03
1.27985807e-01 -6.38307476e-02 -3.90167957e-02 -1.48008793e-01
1.36947622e-01 -9.51282063e-02]
[ -1.22619748e-01 1.59700762e-01 2.55575667e-01 -3.05369995e-02
1.80718875e-01 9.17971666e-02 -1.64011426e-02 -2.98859345e-01
-1.29321462e-01 -6.46527192e-02]
[ -3.53261928e-01 1.01011116e-01 9.43120204e-03 -3.25493379e-02
1.33990206e-01 -1.67518225e-01 -4.56491811e-02 2.35164930e-01
-9.72664926e-02 7.83002614e-02]
[ 1.44209701e-01 1.07502488e-01 -2.42409672e-01 -1.03095144e-01
1.29625417e-01 -2.87566740e-01 1.40612498e-02 -1.68042209e-01
-1.21674919e-02 -1.96704826e-01]
[ 2.04848859e-01 -1.49528770e-01 5.78398409e-02 -3.30393956e-02
7.55372462e-02 -2.71184393e-02 -4.08980418e-03 -1.37109091e-01
1.02252645e-01 -1.87898250e-01]
[ -1.03023469e-01 -1.78360687e-02 1.20967399e-01 1.10685905e-01
1.26251046e-02 -1.11797579e-01 2.28015608e-01 -7.68579190e-02
1.86038313e-01 -6.51968941e-04]
[ 2.88070197e-02 -9.38633898e-02 2.19346820e-01 -2.07250493e-01
3.01321360e-02 1.01845716e-01 -2.53691783e-02 -1.12435580e-01
4.49627596e-02 2.66409925e-01]]
[[ 0.48273934]
[ 1.26679713]
[ 0.2270123 ]
[ 0.70043893]
[-2.28859752]
[-0.27207149]
[-1.42151607]
[ 0.01019527]
[ 0.55474124]
[ 0.74951848]]
Progress: 14.8% ... Training loss: 0.334 ... Validation loss: 0.544[[ 1.59118880e-01 2.53484745e-01 -1.14794914e-01 1.04457978e-01
-5.39285258e-01 -6.85402069e-02 -8.73561795e-02 1.24292615e-01
-8.49084019e-02 2.00546800e-01]
[ 1.56289664e-02 1.72400081e-01 -1.97916135e-02 3.97886935e-02
9.63229821e-02 -5.81755966e-03 2.96742851e-01 4.12876958e-02
1.38638995e-01 -2.82672683e-02]
[ 1.99491060e-01 4.15300452e-01 3.30126970e-02 1.18343158e-01
4.57138890e-02 -6.36828685e-02 -5.15393412e-01 -3.29934367e-02
1.09065570e-01 3.58640044e-01]
[ -2.54044276e-02 -3.06844289e-01 -2.42242656e-01 1.50861860e-02
1.34422940e-02 1.67304113e-01 1.34539889e-01 5.57435420e-02
1.53548706e-02 8.21737214e-02]
[ -3.88716561e-03 1.87803947e-01 -1.47787307e-01 3.96532582e-02
1.06687108e-01 -1.77977253e-01 2.27860525e-02 -1.20255928e-01
-1.91732038e-01 2.86997680e-02]
[ -3.46634322e-01 -2.96911005e-01 -2.86197090e-01 1.48158778e-01
1.44927262e-01 4.87656781e-02 3.15419629e-04 -3.50911962e-02
-5.72425119e-03 3.38046580e-02]
[ -4.33382765e-03 -1.43048900e-01 9.25455902e-03 9.60614492e-02
-5.12680916e-02 -7.20137846e-02 1.65583525e-01 -1.89276896e-01
1.82076695e-01 3.84718343e-02]
[ 1.13663862e-01 -2.05900498e-01 3.21248183e-02 -6.93175628e-02
1.59186617e-01 -4.30938030e-02 4.70196353e-02 1.22968262e-01
6.75120510e-02 -1.95481897e-02]
[ -1.53421184e-01 -2.42001358e-02 -2.98700759e-01 1.90015274e-03
-8.96331841e-02 6.18370830e-02 -2.71135956e-01 -2.68270051e-02
2.76161452e-01 -9.64833688e-02]
[ 6.39531611e-02 -2.10168237e-01 8.89314743e-02 2.79874274e-02
1.43373239e-01 -1.06012496e-01 2.24952283e-02 -9.79071231e-02
-1.85787170e-03 1.42393830e-01]
[ -7.27481303e-02 1.17645274e-01 7.39933318e-04 -1.51323881e-01
1.40249510e-02 2.24842185e-02 5.84527629e-02 -1.01834454e-01
-1.78475480e-02 -1.17574956e-01]
[ -8.94077429e-02 1.60686471e-02 -6.11537638e-02 1.52707244e-02
2.76525014e-01 9.25597473e-02 -4.86340449e-02 -1.46219035e-02
-1.48503986e-01 -1.78695364e-01]
[ -1.55679437e-01 7.00919628e-03 6.25877936e-02 2.36349664e-02
-1.76939229e-01 -2.20429302e-01 -1.81610044e-01 -1.96915431e-01
8.86559710e-02 1.76257777e-01]
[ -2.13792311e-01 -1.36055032e-01 1.20495333e-01 2.72318378e-01
-1.31852556e-01 -8.37631929e-02 -1.28138380e-01 -2.54903009e-01
-2.06630890e-01 9.69407569e-03]
[ 1.15859577e-01 -4.49339846e-02 -1.86148221e-02 1.14368927e-01
-7.81396465e-03 -8.23495423e-02 1.07158456e-01 4.27807345e-03
2.86850315e-02 2.03360866e-02]
[ 3.68191847e-02 -3.16810718e-02 -2.11489932e-01 1.46207976e-01
-5.85584294e-02 8.87833552e-02 -9.43689383e-02 -1.99793488e-02
-9.59908109e-02 -3.51983444e-03]
[ -1.28727220e-01 -6.06145842e-02 -2.07204220e-01 1.46377197e-01
-1.80578273e-04 1.37868057e-01 1.83035067e-02 -2.50514436e-01
5.92742789e-02 -2.10550686e-01]
[ -6.91620516e-02 -2.68404070e-02 2.76701738e-01 1.00589906e-01
1.12050015e-01 -6.29125599e-02 -1.36770580e-01 1.20977959e-01
7.02923450e-02 3.52857052e-02]
[ 4.02741097e-02 -3.70212261e-02 8.15362292e-02 7.21645916e-02
1.36794723e-01 -1.27663701e-02 2.83562125e-01 1.20261576e-01
-5.01590316e-02 -8.10734076e-02]
[ 8.28429927e-04 -1.64776546e-01 -2.93280357e-01 -5.71646287e-02
2.57491387e-01 -8.71699900e-02 1.89461786e-01 1.64389336e-01
9.99541828e-02 -3.86868471e-02]
[ 4.82561368e-02 5.72280132e-03 -1.20773573e-01 3.61783924e-02
-6.77605233e-02 3.27547233e-01 2.56415614e-01 2.05419176e-01
-1.71281820e-01 -6.17287022e-02]
[ 2.22011736e-02 2.54788628e-02 1.30213088e-01 1.31141726e-01
-8.86691488e-02 9.73889518e-02 -2.17212647e-01 -3.98276953e-02
2.27513378e-01 1.07546247e-01]
[ 1.02775543e-01 6.86928764e-02 -5.17371478e-02 -1.11682378e-01
-8.33786775e-02 -3.27131963e-01 1.15620592e-01 8.38471707e-03
1.34853630e-01 8.19228243e-02]
[ -9.54145956e-02 2.63232035e-02 -1.41319986e-02 2.63484165e-02
-1.99872667e-03 -2.03961375e-01 -1.00041280e-01 -1.94702469e-02
1.68667206e-02 1.33226031e-01]
[ -1.30696767e-01 -2.05449985e-02 -1.91127245e-01 1.45296132e-02
-3.05731187e-01 -1.08255811e-02 -5.61207976e-02 -2.24975017e-02
1.75724962e-02 8.34225496e-02]
[ -8.03261568e-03 1.29292457e-03 -6.40227554e-02 -9.72999681e-02
4.35080579e-01 2.65514708e-01 4.66971489e-01 1.14550954e-01
-1.58121429e-01 -3.38610797e-01]
[ 1.07718921e-02 -2.72168785e-01 -1.64229723e-02 -3.55604549e-02
5.44534873e-01 8.81674496e-02 4.11412632e-01 9.32456724e-02
5.73155108e-02 -3.37315203e-01]
[ 2.99457485e-02 -3.43071060e-01 -3.39638115e-02 -8.21793143e-02
5.96544522e-01 1.50087060e-02 3.98470825e-01 4.98832154e-02
-3.42207036e-01 -1.87848843e-01]
[ -1.34611434e-01 -4.71877097e-01 6.74648278e-03 -1.57109113e-01
6.25843993e-01 -1.05633252e-01 4.98968686e-01 -8.01539305e-02
-3.23705548e-02 1.24483743e-01]
[ -2.60968609e-01 -2.90335146e-01 6.76655522e-02 -1.37424062e-02
8.19006285e-01 1.30975774e-01 3.13201853e-01 4.95072864e-02
-6.28335364e-02 -1.00406316e-01]
[ -1.53995306e-01 -1.50533011e-01 2.72352389e-01 -1.79443758e-01
4.66712911e-01 -6.56857594e-02 5.32695658e-01 1.64628891e-02
-2.06299553e-01 3.51761713e-02]
[ -9.32114345e-02 -1.16933333e-01 -1.64040300e-01 -5.31129067e-02
3.39741063e-01 -2.45979385e-01 6.96004214e-02 1.71698831e-01
2.70219295e-02 -6.95988815e-02]
[ 1.25464850e-01 2.61293464e-01 1.70176899e-01 -7.18957016e-02
-1.35731778e-01 4.34805434e-02 -1.75737379e-01 2.84873329e-01
8.81209780e-02 1.91270650e-01]
[ 3.40161305e-01 2.85524027e-01 -8.79620700e-02 3.06627030e-01
-8.89887428e-01 -2.84661506e-01 -4.45813458e-01 1.77489325e-01
3.70577546e-01 -5.43267307e-02]
[ 5.79681982e-02 1.72591652e-01 2.57597734e-01 2.66995603e-01
-1.05736715e-01 -2.00474118e-01 -2.06645822e-01 -1.31983671e-01
-1.27525690e-01 -2.69907824e-01]
[ 3.56689639e-02 -1.90769587e-02 -1.12271119e-01 -3.65185568e-02
2.00718328e-01 3.60745141e-02 -4.01987665e-02 -1.83398918e-01
4.84557715e-02 2.26272974e-01]
[ -1.10184776e-02 -8.29308515e-02 -7.18004545e-02 -6.78153220e-02
4.16292648e-02 -1.68731559e-01 1.20797739e-01 9.64806271e-03
2.48622187e-02 -7.62505601e-03]
[ 2.05037775e-02 4.19819538e-02 2.41414458e-01 6.26914356e-02
-1.89916884e-01 -1.29383335e-01 1.41422825e-01 3.95790309e-02
-1.95002640e-01 9.97984997e-02]
[ 4.89778003e-02 -2.99409131e-02 9.76421007e-02 -2.51882198e-02
-1.35796075e-01 8.17471605e-02 1.31899798e-01 -2.71788558e-01
-4.21616580e-02 -1.20545936e-01]
[ -3.25998569e-02 2.89457033e-02 7.49629998e-02 -6.01349837e-02
6.36668848e-02 1.92575879e-01 1.58662939e-01 1.17473558e-01
-4.41591834e-02 1.47181377e-01]
[ 2.12607153e-01 3.77081883e-02 2.51244187e-02 7.00981731e-02
9.31728951e-02 -1.74824290e-02 -1.30279283e-01 1.47833798e-01
-6.30461607e-02 -2.91241085e-02]
[ 1.30388722e-02 -9.42925854e-02 3.19263371e-03 -1.03218138e-03
-2.77025267e-01 -1.08297708e-01 -1.26733126e-01 3.96510730e-02
8.85018851e-02 1.55279560e-01]
[ -1.22636030e-02 4.56022670e-01 9.36170906e-02 3.34498150e-01
-8.64896786e-01 -2.82021687e-01 -5.40282226e-01 -7.61651643e-02
2.22234892e-01 2.61894255e-01]
[ 1.36080568e-01 4.48864827e-01 4.01146556e-02 3.52696303e-01
-6.43502266e-01 -6.03112376e-02 -3.61037394e-01 1.48263176e-01
1.48017065e-01 4.34576363e-01]
[ 2.48178478e-01 2.67301963e-01 2.39053181e-01 1.22150509e-01
-3.34261003e-01 8.88038228e-02 -1.74252036e-01 1.62031568e-01
2.20653187e-01 5.68191893e-02]
[ -8.12808390e-02 1.94333390e-01 2.37781202e-01 3.10105634e-03
3.43808245e-03 1.35648513e-01 -7.29388152e-02 -1.54960436e-02
-4.36354502e-02 3.89808029e-02]
[ -1.00739320e-01 -1.68291159e-02 2.34967219e-02 8.66092561e-02
-3.21608892e-02 1.18770382e-01 2.68699090e-01 2.02331725e-02
-2.79980579e-01 -9.93413669e-02]
[ -2.12066103e-01 1.68176754e-03 -8.95647947e-02 -3.34346542e-01
1.49056030e-01 1.16705806e-01 7.99887007e-02 1.04091679e-01
-2.00246004e-01 4.22802088e-02]
[ 3.24231554e-02 -3.05182950e-01 -1.16411378e-01 -1.30668749e-01
2.74123885e-01 1.56766294e-02 1.05881679e-01 1.54058468e-01
-1.40703887e-01 -1.86806802e-01]
[ 1.54628717e-01 -1.25032472e-01 -1.35612653e-01 4.72876596e-03
1.23980095e-01 -6.43325305e-02 -4.14467198e-02 -1.47989657e-01
1.37981114e-01 -9.37473951e-02]
[ -1.22185365e-01 1.60585321e-01 2.55796628e-01 -2.98229461e-02
1.78829961e-01 9.15157541e-02 -1.75825882e-02 -2.98848661e-01
-1.28765676e-01 -6.38822033e-02]
[ -3.52435090e-01 1.02987562e-01 9.84325344e-03 -3.12946223e-02
1.30291592e-01 -1.68003937e-01 -4.78711464e-02 2.35181831e-01
-9.62699657e-02 7.94854036e-02]
[ 1.44881476e-01 1.09142076e-01 -2.42078786e-01 -1.02033147e-01
1.26371558e-01 -2.87985922e-01 1.20664190e-02 -1.68026854e-01
-1.13345652e-02 -1.95681541e-01]
[ 2.05138636e-01 -1.48716297e-01 5.79692308e-02 -3.26645393e-02
7.44566897e-02 -2.72861660e-02 -4.92924553e-03 -1.37103667e-01
1.02498464e-01 -1.87455489e-01]
[ -1.03410498e-01 -1.87080709e-02 1.20790017e-01 1.10230991e-01
1.42087950e-02 -1.11593049e-01 2.28986739e-01 -7.68654439e-02
1.85608101e-01 -1.13308012e-03]
[ 2.92412597e-02 -9.28700675e-02 2.19575106e-01 -2.06513634e-01
2.76085726e-02 1.01573829e-01 -2.66074224e-02 -1.12426222e-01
4.55237702e-02 2.67022604e-01]]
[[ 0.49653709]
[ 1.27619061]
[ 0.2407553 ]
[ 0.71470704]
[-2.27458901]
[-0.25628155]
[-1.40655527]
[ 0.02602794]
[ 0.57056064]
[ 0.76380471]]
Progress: 14.9% ... Training loss: 0.336 ... Validation loss: 0.550[[ 1.57939558e-01 2.49195418e-01 -1.15348904e-01 1.02571062e-01
-5.34629445e-01 -6.77901248e-02 -8.37200159e-02 1.24222325e-01
-8.62044095e-02 1.98474141e-01]
[ 1.56273774e-02 1.71849653e-01 -1.97991740e-02 3.96933805e-02
9.65370711e-02 -5.78804948e-03 2.96955097e-01 4.12839179e-02
1.38620104e-01 -2.83036426e-02]
[ 2.00263554e-01 4.17042744e-01 3.33364218e-02 1.19225189e-01
4.18756337e-02 -6.39634590e-02 -5.18188297e-01 -3.29544186e-02
1.09892073e-01 3.59767226e-01]
[ -2.84357891e-02 -3.12719501e-01 -2.43802128e-01 1.06207919e-02
2.64669423e-02 1.68827905e-01 1.43212874e-01 5.55771502e-02
1.15061203e-02 7.76996881e-02]
[ -5.05472019e-03 1.83038625e-01 -1.48333120e-01 3.76134422e-02
1.11988964e-01 -1.77294738e-01 2.61063980e-02 -1.20328818e-01
-1.92858481e-01 2.65086286e-02]
[ -3.47574415e-01 -2.99779998e-01 -2.86620126e-01 1.46943107e-01
1.49193299e-01 4.91953063e-02 3.47068621e-03 -3.51397932e-02
-6.72626992e-03 3.23108792e-02]
[ -3.35577490e-03 -1.41327773e-01 9.74096390e-03 9.73332642e-02
-5.55781424e-02 -7.24292302e-02 1.62643475e-01 -1.89225273e-01
1.83300877e-01 3.99155913e-02]
[ 1.12206276e-01 -2.09606101e-01 3.14019324e-02 -7.14373499e-02
1.64790514e-01 -4.23258076e-02 5.11203250e-02 1.22892892e-01
6.58386676e-02 -2.17251912e-02]
[ -1.53756376e-01 -2.54602124e-02 -2.98841989e-01 1.39632261e-03
-8.81973514e-02 6.20486005e-02 -2.69672549e-01 -2.68469748e-02
2.75718750e-01 -9.72354102e-02]
[ 6.41509316e-02 -2.11255374e-01 8.90859688e-02 2.83308147e-02
1.41930511e-01 -1.06061922e-01 2.23480376e-02 -9.78940222e-02
-1.37550430e-03 1.42520059e-01]
[ -7.40379923e-02 1.14362763e-01 9.72913147e-05 -1.53265428e-01
1.97930034e-02 2.31579165e-02 6.24462322e-02 -1.01903170e-01
-1.94220413e-02 -1.19638632e-01]
[ -9.00704699e-02 1.43247494e-02 -6.14663624e-02 1.43014105e-02
2.79195407e-01 9.29291706e-02 -4.67010106e-02 -1.46586008e-02
-1.49305782e-01 -1.79736982e-01]
[ -1.55679437e-01 7.00919628e-03 6.25877936e-02 2.36349664e-02
-1.76939229e-01 -2.20429302e-01 -1.81610044e-01 -1.96915431e-01
8.86559710e-02 1.76257777e-01]
[ -2.14000213e-01 -1.36722009e-01 1.20388495e-01 2.72007588e-01
-1.30970358e-01 -8.36446020e-02 -1.27440805e-01 -2.54916627e-01
-2.06885987e-01 9.31516910e-03]
[ 1.15961098e-01 -4.50416223e-02 -1.85564582e-02 1.14610356e-01
-8.30805118e-03 -8.24438246e-02 1.07285435e-01 4.28545345e-03
2.88531351e-02 2.04742886e-02]
[ 3.61065440e-02 -3.34352571e-02 -2.11800628e-01 1.45245242e-01
-5.52817328e-02 8.91233875e-02 -9.24015543e-02 -2.00154915e-02
-9.67589085e-02 -4.57862328e-03]
[ -1.28504375e-01 -6.06023720e-02 -2.07087652e-01 1.46530276e-01
-5.92075018e-04 1.37810274e-01 1.77885305e-02 -2.50504192e-01
5.95244376e-02 -2.10240630e-01]
[ -6.95115706e-02 -2.75926815e-02 2.76526966e-01 1.00066986e-01
1.13689064e-01 -6.27288718e-02 -1.35768972e-01 1.20959480e-01
6.98756079e-02 3.47763330e-02]
[ 4.15818475e-02 -3.40222638e-02 8.21824939e-02 7.41337117e-02
1.30269817e-01 -1.34233194e-02 2.79553326e-01 1.20333409e-01
-4.85062121e-02 -7.91266922e-02]
[ 4.09331274e-04 -1.65914382e-01 -2.93471119e-01 -5.77707613e-02
2.59169180e-01 -8.69617178e-02 1.90554640e-01 1.64368817e-01
9.94878442e-02 -3.92800293e-02]
[ 4.76414909e-02 4.18627075e-03 -1.21095348e-01 3.52631228e-02
-6.54710187e-02 3.27891954e-01 2.58176605e-01 2.05385889e-01
-1.72035140e-01 -6.26208286e-02]
[ 2.15780849e-02 2.37006082e-02 1.29902364e-01 1.30209053e-01
-8.60428865e-02 9.77283305e-02 -2.15206872e-01 -3.98631784e-02
2.26774923e-01 1.06400118e-01]
[ 1.02900864e-01 6.88229258e-02 -5.16491599e-02 -1.11492079e-01
-8.39600800e-02 -3.27170565e-01 1.15543654e-01 8.39128853e-03
1.34943422e-01 8.20589660e-02]
[ -9.57892765e-02 2.53530335e-02 -1.43195759e-02 2.57951263e-02
-4.06884619e-04 -2.03767520e-01 -9.89384057e-02 -1.94900188e-02
1.64596253e-02 1.32631166e-01]
[ -1.30907434e-01 -2.10959033e-02 -1.91234032e-01 1.42120215e-02
-3.04706924e-01 -1.07128081e-02 -5.54968134e-02 -2.25085438e-02
1.73228415e-02 8.30857389e-02]
[ -8.72425146e-03 -5.48355192e-04 -6.43562494e-02 -9.83199069e-02
4.38367937e-01 2.65872285e-01 4.69063244e-01 1.14514554e-01
-1.58924216e-01 -3.39735134e-01]
[ 1.05453439e-02 -2.72787538e-01 -1.65430987e-02 -3.59164817e-02
5.45688935e-01 8.82953802e-02 4.12125562e-01 9.32327203e-02
5.70477012e-02 -3.37698125e-01]
[ 2.95206173e-02 -3.44082166e-01 -3.41650262e-02 -8.27710923e-02
5.98416428e-01 1.52230350e-02 3.99696008e-01 4.98614756e-02
-3.42697505e-01 -1.88441355e-01]
[ -1.34718753e-01 -4.72166054e-01 6.68971429e-03 -1.57262442e-01
6.26438813e-01 -1.05566113e-01 4.99356833e-01 -8.01602775e-02
-3.24968935e-02 1.24365585e-01]
[ -2.61111661e-01 -2.90678508e-01 6.76063302e-02 -1.39252216e-02
8.19507972e-01 1.31035987e-01 3.13574655e-01 4.95005852e-02
-6.29783098e-02 -1.00605641e-01]
[ -1.54160162e-01 -1.51021516e-01 2.72278915e-01 -1.79662805e-01
4.67380817e-01 -6.56089636e-02 5.33226531e-01 1.64553812e-02
-2.06457910e-01 3.49499395e-02]
[ -9.37443315e-02 -1.18389941e-01 -1.64286067e-01 -5.38717033e-02
3.42195563e-01 -2.45716526e-01 7.11272679e-02 1.71671512e-01
2.64315153e-02 -7.03949460e-02]
[ 1.25788925e-01 2.62113831e-01 1.70322607e-01 -7.14365723e-02
-1.37110746e-01 4.33185974e-02 -1.76613346e-01 2.84890146e-01
8.84840773e-02 1.91751769e-01]
[ 3.39333788e-01 2.83421935e-01 -8.83790084e-02 3.05399749e-01
-8.87106625e-01 -2.84224585e-01 -4.43562337e-01 1.77443681e-01
3.69619440e-01 -5.56401429e-02]
[ 5.76807343e-02 1.71799687e-01 2.57450241e-01 2.66563993e-01
-1.04354412e-01 -2.00319431e-01 -2.05815792e-01 -1.31998972e-01
-1.27872789e-01 -2.70363669e-01]
[ 3.54957269e-02 -1.93535952e-02 -1.12355546e-01 -3.67648942e-02
2.01540517e-01 3.61535064e-02 -3.98337345e-02 -1.83407727e-01
4.82614997e-02 2.26052485e-01]
[ -1.13098022e-02 -8.36867575e-02 -7.19411743e-02 -6.82324991e-02
4.28486115e-02 -1.68593383e-01 1.21605648e-01 9.63303169e-03
2.45325432e-02 -8.05540894e-03]
[ 2.12205127e-02 4.38320916e-02 2.41779049e-01 6.37560277e-02
-1.93350738e-01 -1.29729556e-01 1.39305782e-01 3.96187500e-02
-1.94138152e-01 1.00911460e-01]
[ 4.93033154e-02 -2.92216713e-02 9.78066396e-02 -2.46586928e-02
-1.37418940e-01 8.15685961e-02 1.30931925e-01 -2.71769126e-01
-4.17561299e-02 -1.20064466e-01]
[ -3.23753952e-02 2.96235241e-02 7.50864915e-02 -5.97568779e-02
6.24511570e-02 1.92438060e-01 1.58055218e-01 1.17487816e-01
-4.38779411e-02 1.47525743e-01]
[ 2.11819968e-01 3.56744572e-02 2.47105322e-02 6.88723715e-02
9.69357950e-02 -1.70806395e-02 -1.28121713e-01 1.47789202e-01
-6.40172902e-02 -3.04254417e-02]
[ 1.29361354e-02 -9.45145836e-02 3.13592234e-03 -1.19801929e-03
-2.76467674e-01 -1.08262750e-01 -1.26470235e-01 3.96449637e-02
8.83602367e-02 1.55149927e-01]
[ -1.12806668e-02 4.57558807e-01 9.40852693e-02 3.35724270e-01
-8.68376514e-01 -2.82413225e-01 -5.42233066e-01 -7.61216229e-02
2.23286718e-01 2.63160787e-01]
[ 1.36537259e-01 4.49665204e-01 4.04095871e-02 3.53479630e-01
-6.46355414e-01 -6.05179115e-02 -3.62164506e-01 1.48291082e-01
1.48618263e-01 4.35245136e-01]
[ 2.48818613e-01 2.68752322e-01 2.39361864e-01 1.23104875e-01
-3.37287564e-01 8.84715604e-02 -1.76264457e-01 1.62066274e-01
2.21455437e-01 5.77921123e-02]
[ -8.14301149e-02 1.93951162e-01 2.37708694e-01 2.88772620e-03
4.07571625e-03 1.35724152e-01 -7.24990770e-02 -1.55033029e-02
-4.37925480e-02 3.87530426e-02]
[ -1.00929380e-01 -1.73585418e-02 2.34030419e-02 8.63215822e-02
-3.12708464e-02 1.18867064e-01 2.69272131e-01 2.02228465e-02
-2.80193351e-01 -9.96334567e-02]
[ -2.12118339e-01 1.55314040e-03 -8.95898184e-02 -3.34423388e-01
1.49304082e-01 1.16732677e-01 8.01378945e-02 1.04088950e-01
-2.00302786e-01 4.22009031e-02]
[ 3.21502617e-02 -3.05879757e-01 -1.16540791e-01 -1.31057763e-01
2.75297353e-01 1.58137891e-02 1.06634906e-01 1.54044548e-01
-1.41017911e-01 -1.87224240e-01]
[ 1.54388473e-01 -1.25935816e-01 -1.35690969e-01 4.50936112e-03
1.24312154e-01 -6.41915070e-02 -4.08181868e-02 -1.48001079e-01
1.37797341e-01 -9.41842796e-02]
[ -1.22327943e-01 1.59446923e-01 2.55707941e-01 -3.00997134e-02
1.79363065e-01 9.16274490e-02 -1.69959568e-02 -2.98855137e-01
-1.28928498e-01 -6.41487303e-02]
[ -3.51912308e-01 1.04287118e-01 1.00956014e-02 -3.05481236e-02
1.28046472e-01 -1.68263932e-01 -4.91619544e-02 2.35210793e-01
-9.57044159e-02 8.02558775e-02]
[ 1.45006325e-01 1.09361328e-01 -2.41967980e-01 -1.01748805e-01
1.25345827e-01 -2.88039531e-01 1.19206957e-02 -1.68014265e-01
-1.10797855e-02 -1.95498296e-01]
[ 2.04493791e-01 -1.50387795e-01 5.76239734e-02 -3.37109676e-02
7.76168936e-02 -2.69400128e-02 -3.19446478e-03 -1.37142096e-01
1.01672671e-01 -1.88510487e-01]
[ -1.04137988e-01 -2.07571401e-02 1.20471605e-01 1.09164481e-01
1.77297195e-02 -1.11235360e-01 2.31067555e-01 -7.69050251e-02
1.84841289e-01 -2.20527119e-03]
[ 2.85939669e-02 -9.47401114e-02 2.19241878e-01 -2.07502837e-01
3.03288496e-02 1.01924567e-01 -2.44223395e-02 -1.12464178e-01
4.47487200e-02 2.65920421e-01]]
[[ 0.49026818]
[ 1.27385089]
[ 0.23825406]
[ 0.7088137 ]
[-2.28531484]
[-0.26465703]
[-1.41590645]
[ 0.01851891]
[ 0.56493501]
[ 0.75927078]]
Progress: 14.9% ... Training loss: 0.332 ... Validation loss: 0.542[[ 1.59087022e-01 2.51943739e-01 -1.14791297e-01 1.03992291e-01
-5.37799155e-01 -6.83692135e-02 -8.66236558e-02 1.24267013e-01
-8.50404881e-02 2.00210821e-01]
[ 1.57852684e-02 1.72316494e-01 -1.97287391e-02 3.99326494e-02
9.58109494e-02 -5.87367783e-03 2.96495565e-01 4.12904364e-02
1.38784325e-01 -2.80501460e-02]
[ 2.01265925e-01 4.20575565e-01 3.37742190e-02 1.20385582e-01
3.62129991e-02 -6.43812718e-02 -5.20763896e-01 -3.29228102e-02
1.10933146e-01 3.61104687e-01]
[ -2.59866626e-02 -3.06995981e-01 -2.42507121e-01 1.39887922e-02
1.63307382e-02 1.67715528e-01 1.37343592e-01 5.56664246e-02
1.41129424e-02 8.12837745e-02]
[ -7.05994793e-03 1.78901275e-01 -1.49269481e-01 3.49149687e-02
1.18689966e-01 -1.76341151e-01 3.10211205e-02 -1.20397675e-01
-1.94674265e-01 2.34259025e-02]
[ -3.49046428e-01 -3.03763816e-01 -2.87296207e-01 1.44987469e-01
1.55728580e-01 4.98664526e-02 7.73986649e-03 -3.51903926e-02
-8.30653169e-03 3.01880219e-02]
[ -2.08007879e-03 -1.38354858e-01 1.03752022e-02 9.90573640e-02
-6.01853068e-02 -7.30660204e-02 1.59106029e-01 -1.89176411e-01
1.84723889e-01 4.18016683e-02]
[ 1.12079657e-01 -2.09935713e-01 3.13498466e-02 -7.16479080e-02
1.64490974e-01 -4.22662863e-02 5.19800593e-02 1.22889272e-01
6.57281231e-02 -2.18445016e-02]
[ -1.54612670e-01 -2.73597174e-02 -2.99202551e-01 1.26748795e-04
-8.37024711e-02 6.24425647e-02 -2.67444492e-01 -2.68786533e-02
2.74684931e-01 -9.85914597e-02]
[ 6.47698076e-02 -2.10057926e-01 8.94351215e-02 2.91468387e-02
1.40351122e-01 -1.06470006e-01 2.13108951e-02 -9.78661625e-02
-6.76014374e-04 1.43390552e-01]
[ -7.46718533e-02 1.12775950e-01 -2.09728172e-04 -1.54174067e-01
2.24554815e-02 2.34839265e-02 6.41220380e-02 -1.01926177e-01
-2.01384703e-02 -1.20553622e-01]
[ -9.12347139e-02 1.14740948e-02 -6.19629866e-02 1.26823563e-02
2.84235773e-01 9.34990860e-02 -4.35201487e-02 -1.47004895e-02
-1.50590456e-01 -1.81404625e-01]
[ -1.55679437e-01 7.00919628e-03 6.25877936e-02 2.36349664e-02
-1.76939229e-01 -2.20429302e-01 -1.81610044e-01 -1.96915431e-01
8.86559710e-02 1.76257777e-01]
[ -2.14075817e-01 -1.37199439e-01 1.20375932e-01 2.71991495e-01
-1.30682098e-01 -8.36414487e-02 -1.27122578e-01 -2.54917209e-01
-2.06917918e-01 9.18608490e-03]
[ 1.15520820e-01 -4.61564135e-02 -1.87659237e-02 1.14017400e-01
-6.46229412e-03 -8.22519380e-02 1.08599957e-01 4.27089100e-03
2.84009414e-02 1.98235369e-02]
[ 3.50656211e-02 -3.60061642e-02 -2.12284030e-01 1.43792574e-01
-5.05636864e-02 8.96392379e-02 -8.95609160e-02 -2.00536326e-02
-9.79388573e-02 -6.02768487e-03]
[ -1.27812735e-01 -5.91225122e-02 -2.06747912e-01 1.47390996e-01
-2.34191077e-03 1.37475167e-01 1.58937690e-02 -2.50477430e-01
6.02381714e-02 -2.09169071e-01]
[ -6.87793691e-02 -2.57384034e-02 2.76887000e-01 1.01143665e-01
1.10157525e-01 -6.31104636e-02 -1.37811812e-01 1.20987007e-01
7.07551742e-02 3.58135246e-02]
[ 4.18279870e-02 -3.32861024e-02 8.23243354e-02 7.44930247e-02
1.28851087e-01 -1.35553665e-02 2.78818265e-01 1.20343696e-01
-4.81784926e-02 -7.87238209e-02]
[ -2.06326052e-04 -1.67564215e-01 -2.93802835e-01 -5.87710629e-02
2.62100686e-01 -8.66015565e-02 1.92377232e-01 1.64343315e-01
9.87390860e-02 -4.02246046e-02]
[ 4.73222233e-02 3.29357019e-03 -1.21253180e-01 3.48199362e-02
-6.42848151e-02 3.28042916e-01 2.59148623e-01 2.05374490e-01
-1.72371313e-01 -6.30807510e-02]
[ 2.25793974e-02 2.64049798e-02 1.30417584e-01 1.31674690e-01
-9.02001649e-02 9.71522042e-02 -2.17502252e-01 -3.98228652e-02
2.27800548e-01 1.07908783e-01]
[ 1.02573283e-01 6.79681838e-02 -5.17737096e-02 -1.11970886e-01
-8.24993527e-02 -3.26991419e-01 1.16461077e-01 8.37871133e-03
1.34593965e-01 8.15666397e-02]
[ -9.66078414e-02 2.34797843e-02 -1.47134587e-02 2.46461752e-02
3.03922998e-03 -2.03381857e-01 -9.69884501e-02 -1.95205866e-02
1.55825509e-02 1.31391657e-01]
[ -1.31120079e-01 -2.16769407e-02 -1.91331945e-01 1.38709671e-02
-3.03602699e-01 -1.05869181e-02 -5.48446217e-02 -2.25171356e-02
1.70501194e-02 8.27185428e-02]
[ -8.85150503e-03 -8.66601283e-04 -6.44144972e-02 -9.85003753e-02
4.38878146e-01 2.65937021e-01 4.69412330e-01 1.14509795e-01
-1.59068424e-01 -3.39926985e-01]
[ 1.00979815e-02 -2.73983224e-01 -1.67506104e-02 -3.65380738e-02
5.47647489e-01 8.85174740e-02 4.13387418e-01 9.32173252e-02
5.65601062e-02 -3.38356634e-01]
[ 2.95657886e-02 -3.44249721e-01 -3.41392019e-02 -8.26981303e-02
5.98221290e-01 1.51913770e-02 3.99733167e-01 4.98632851e-02
-3.42630109e-01 -1.88390808e-01]
[ -1.35260195e-01 -4.73458235e-01 6.42423851e-03 -1.58060561e-01
6.28900912e-01 -1.05273001e-01 5.00869748e-01 -8.01809588e-02
-3.31182857e-02 1.23567818e-01]
[ -2.61380030e-01 -2.91390460e-01 6.74731611e-02 -1.43265022e-02
8.20531503e-01 1.31186674e-01 3.14384920e-01 4.94902491e-02
-6.33000222e-02 -1.01011536e-01]
[ -1.54263132e-01 -1.51501071e-01 2.72242314e-01 -1.79799338e-01
4.67767600e-01 -6.55628807e-02 5.33751687e-01 1.64518434e-02
-2.06560218e-01 3.48474117e-02]
[ -9.40710305e-02 -1.19282224e-01 -1.64448817e-01 -5.43594796e-02
3.43700237e-01 -2.45536904e-01 7.21474111e-02 1.71659267e-01
2.60453684e-02 -7.08945192e-02]
[ 1.25591914e-01 2.61614628e-01 1.70227741e-01 -7.17321394e-02
-1.36159831e-01 4.34382379e-02 -1.76035022e-01 2.84883189e-01
8.82786377e-02 1.91469736e-01]
[ 3.40200493e-01 2.85875075e-01 -8.79552847e-02 3.06583479e-01
-8.89279416e-01 -2.84724050e-01 -4.46116866e-01 1.77477337e-01
3.70427116e-01 -5.41990424e-02]
[ 5.75426235e-02 1.71463683e-01 2.57386881e-01 2.66385649e-01
-1.03760507e-01 -2.00251318e-01 -2.05432463e-01 -1.32003866e-01
-1.28028572e-01 -2.70571630e-01]
[ 3.56867395e-02 -1.88538424e-02 -1.12260404e-01 -3.64780101e-02
2.00624506e-01 3.60447310e-02 -4.03404550e-02 -1.83400436e-01
4.84602598e-02 2.26350270e-01]
[ -1.12059327e-02 -8.34169639e-02 -7.18806774e-02 -6.80697113e-02
4.22758753e-02 -1.68646499e-01 1.21259487e-01 9.63768799e-03
2.46690684e-02 -7.89139575e-03]
[ 2.12201918e-02 4.38311914e-02 2.41778883e-01 6.37555300e-02
-1.93349141e-01 -1.29729417e-01 1.39306652e-01 3.96187390e-02
-1.94138439e-01 1.00910937e-01]
[ 5.00199957e-02 -2.72984827e-02 9.81673859e-02 -2.35614745e-02
-1.40947365e-01 8.11798200e-02 1.28930895e-01 -2.71740671e-01
-4.09063484e-02 -1.18913066e-01]
[ -3.25149256e-02 2.91904603e-02 7.50065357e-02 -6.00071354e-02
6.32321930e-02 1.92524536e-01 1.58481164e-01 1.17481391e-01
-4.40740973e-02 1.47264239e-01]
[ 2.10864345e-01 3.34473350e-02 2.42386224e-02 6.74493766e-02
1.01346151e-01 -1.65907275e-02 -1.25568481e-01 1.47752814e-01
-6.51407718e-02 -3.19311757e-02]
[ 1.33301701e-02 -9.35778899e-02 3.34237397e-03 -6.00004696e-04
-2.78387065e-01 -1.08469671e-01 -1.27440339e-01 3.96601019e-02
8.88605835e-02 1.55752372e-01]
[ -1.15346053e-02 4.56996281e-01 9.39760502e-02 3.35390081e-01
-8.67832789e-01 -2.82303103e-01 -5.41475803e-01 -7.61299280e-02
2.23060730e-01 2.62765517e-01]
[ 1.36930389e-01 4.50500108e-01 4.06483766e-02 3.54023206e-01
-6.47918522e-01 -6.07470709e-02 -3.63330282e-01 1.48307476e-01
1.49144633e-01 4.35738651e-01]
[ 2.48608745e-01 2.68129833e-01 2.39246413e-01 1.22776340e-01
-3.36140906e-01 8.85774785e-02 -1.75573621e-01 1.62058383e-01
2.21201723e-01 5.74039108e-02]
[ -8.13471187e-02 1.94239363e-01 2.37751729e-01 3.02985927e-03
3.60962605e-03 1.35659143e-01 -7.27755587e-02 -1.55002094e-02
-4.36722281e-02 3.88946904e-02]
[ -1.01013587e-01 -1.75697218e-02 2.33679129e-02 8.62214287e-02
-3.09396331e-02 1.18906266e-01 2.69496168e-01 2.02201092e-02
-2.80273804e-01 -9.97471567e-02]
[ -2.12201872e-01 1.32264944e-03 -8.96325743e-02 -3.34555122e-01
1.49753086e-01 1.16782197e-01 8.03806243e-02 1.04085559e-01
-2.00408304e-01 4.21152373e-02]
[ 3.20536731e-02 -3.06145012e-01 -1.16572926e-01 -1.31188695e-01
2.75700242e-01 1.58591339e-02 1.06902088e-01 1.54040973e-01
-1.41116516e-01 -1.87382117e-01]
[ 1.54128191e-01 -1.26477930e-01 -1.35810575e-01 4.13828323e-03
1.25392298e-01 -6.40413278e-02 -4.00021498e-02 -1.48010959e-01
1.37537227e-01 -9.45697659e-02]
[ -1.22669942e-01 1.58735832e-01 2.55534786e-01 -3.05635467e-02
1.80789940e-01 9.17813464e-02 -1.59984218e-02 -2.98866031e-01
-1.29306706e-01 -6.46832749e-02]
[ -3.51681477e-01 1.04870422e-01 1.02111601e-02 -3.02216188e-02
1.26863870e-01 -1.68397621e-01 -4.96593290e-02 2.35218745e-01
-9.54412507e-02 8.04855486e-02]
[ 1.44832310e-01 1.08917754e-01 -2.42008740e-01 -1.01977736e-01
1.26772661e-01 -2.87970681e-01 1.22659701e-02 -1.68018920e-01
-1.12636270e-02 -1.95693619e-01]
[ 2.04210787e-01 -1.51037806e-01 5.75285298e-02 -3.40260757e-02
7.84292694e-02 -2.68539435e-02 -2.44493090e-03 -1.37149440e-01
1.01447929e-01 -1.88834742e-01]
[ -1.04032254e-01 -2.06164928e-02 1.20529370e-01 1.09143137e-01
1.84191301e-02 -1.11295495e-01 2.30787583e-01 -7.69017212e-02
1.84829727e-01 -2.05481458e-03]
[ 2.81374735e-02 -9.63572928e-02 2.19043028e-01 -2.08140717e-01
3.21992675e-02 1.02147237e-01 -2.27338480e-02 -1.12479694e-01
4.42424077e-02 2.65267762e-01]]
[[ 0.48848764]
[ 1.27093743]
[ 0.23584977]
[ 0.70646307]
[-2.29571222]
[-0.26833625]
[-1.42207938]
[ 0.01439879]
[ 0.56345876]
[ 0.75771481]]
Progress: 15.0% ... Training loss: 0.333 ... Validation loss: 0.542[[ 1.61822716e-01 2.58886541e-01 -1.13363268e-01 1.08103810e-01
-5.50124603e-01 -6.98966111e-02 -9.44170033e-02 1.24353218e-01
-8.17105698e-02 2.04518702e-01]
[ 1.65431463e-02 1.74217251e-01 -1.93257598e-02 4.11254782e-02
9.24151890e-02 -6.30821131e-03 2.94258720e-01 4.13147672e-02
1.39719164e-01 -2.68269663e-02]
[ 2.01283865e-01 4.21239130e-01 3.38549419e-02 1.20394355e-01
3.44592985e-02 -6.43104512e-02 -5.21183999e-01 -3.29183123e-02
1.11148785e-01 3.61167718e-01]
[ -2.68120575e-02 -3.09037276e-01 -2.43013326e-01 1.26422909e-02
2.08579718e-02 1.68031771e-01 1.39632993e-01 5.56325844e-02
1.30088154e-02 7.99008535e-02]
[ -3.97158419e-03 1.85711971e-01 -1.47834041e-01 3.91123652e-02
1.04065359e-01 -1.77749126e-01 2.33460979e-02 -1.20305331e-01
-1.91220297e-01 2.76772675e-02]
[ -3.48492856e-01 -3.02389141e-01 -2.87007431e-01 1.45943264e-01
1.52990591e-01 4.95217083e-02 6.07251743e-03 -3.51719759e-02
-7.61132306e-03 3.10228336e-02]
[ -1.23695685e-03 -1.36651068e-01 1.07873935e-02 1.00142722e-01
-6.28254641e-02 -7.34655247e-02 1.57118817e-01 -1.89149085e-01
1.85670497e-01 4.29443645e-02]
[ 1.13000631e-01 -2.07384007e-01 3.18248842e-02 -7.00905445e-02
1.59071149e-01 -4.28417845e-02 4.90468147e-02 1.22920829e-01
6.69597155e-02 -2.03098882e-02]
[ -1.54504995e-01 -2.72269931e-02 -2.99100822e-01 3.31044651e-04
-8.43463302e-02 6.23909937e-02 -2.67172056e-01 -2.68747133e-02
2.74893419e-01 -9.84301075e-02]
[ 6.66405329e-02 -2.05664765e-01 9.04301063e-02 3.19825233e-02
1.31320400e-01 -1.07443664e-01 1.62526864e-02 -9.78051183e-02
1.63573516e-03 1.46271018e-01]
[ -7.43264351e-02 1.13877678e-01 -4.85798798e-06 -1.53537607e-01
2.08453993e-02 2.32246818e-02 6.32265111e-02 -1.01912405e-01
-1.96269754e-02 -1.20012460e-01]
[ -9.10255140e-02 1.17421009e-02 -6.18851083e-02 1.30130235e-02
2.83434746e-01 9.33606710e-02 -4.38817826e-02 -1.46940662e-02
-1.50331803e-01 -1.81152779e-01]
[ -1.55679437e-01 7.00919628e-03 6.25877936e-02 2.36349664e-02
-1.76939229e-01 -2.20429302e-01 -1.81610044e-01 -1.96915431e-01
8.86559710e-02 1.76257777e-01]
[ -2.13625430e-01 -1.36000603e-01 1.20615668e-01 2.72775772e-01
-1.33049773e-01 -8.39390468e-02 -1.28501590e-01 -2.54901784e-01
-2.06349277e-01 9.92550241e-03]
[ 1.16027827e-01 -4.49031911e-02 -1.85171905e-02 1.14767647e-01
-8.81045677e-03 -8.25242224e-02 1.07194602e-01 4.28602759e-03
2.89961401e-02 2.05512523e-02]
[ 3.42009119e-02 -3.83043097e-02 -2.12708051e-01 1.42584485e-01
-4.65928348e-02 9.00971368e-02 -8.70842079e-02 -2.00784245e-02
-9.89372589e-02 -7.39291671e-03]
[ -1.26470619e-01 -5.61627364e-02 -2.06133063e-01 1.49215271e-01
-7.06561747e-03 1.36779836e-01 1.23897892e-02 -2.50436893e-01
6.17342492e-02 -2.07180801e-01]
[ -6.88669032e-02 -2.59063834e-02 2.76886022e-01 1.00963463e-01
1.10498053e-01 -6.30196732e-02 -1.37505942e-01 1.20984989e-01
7.06888361e-02 3.56295362e-02]
[ 4.22064711e-02 -3.22012177e-02 8.24996311e-02 7.50799789e-02
1.26970721e-01 -1.37670356e-02 2.77625243e-01 1.20355790e-01
-4.77268192e-02 -7.80949992e-02]
[ 1.60592654e-04 -1.66661536e-01 -2.93610681e-01 -5.81796988e-02
2.59945632e-01 -8.68091099e-02 1.91198750e-01 1.64355055e-01
9.92007790e-02 -3.96436755e-02]
[ 4.73630700e-02 3.49624467e-03 -1.21217844e-01 3.49678218e-02
-6.48184616e-02 3.27980006e-01 2.58875708e-01 2.05377489e-01
-1.72243866e-01 -6.29328688e-02]
[ 2.26613065e-02 2.66602012e-02 1.30505676e-01 1.31864564e-01
-9.10467954e-02 9.70775802e-02 -2.17128953e-01 -3.98186527e-02
2.28002447e-01 1.08009958e-01]
[ 1.02840083e-01 6.85063260e-02 -5.16442865e-02 -1.11578130e-01
-8.37642485e-02 -3.27118120e-01 1.15757408e-01 8.38631304e-03
1.34901529e-01 8.19631908e-02]
[ -9.65635362e-02 2.35592259e-02 -1.46903757e-02 2.47299307e-02
2.84374455e-03 -2.03412233e-01 -9.71392124e-02 -1.95190321e-02
1.56462157e-02 1.31475105e-01]
[ -1.31221268e-01 -2.19227975e-02 -1.91375917e-01 1.37106832e-02
-3.03040287e-01 -1.05278785e-02 -5.45286707e-02 -2.25203857e-02
1.69228992e-02 8.25470266e-02]
[ -9.16500180e-03 -1.66049927e-03 -6.45558872e-02 -9.89489293e-02
4.40306122e-01 2.66109939e-01 4.70241733e-01 1.14500612e-01
-1.59423661e-01 -3.40396030e-01]
[ 9.95555109e-03 -2.74432961e-01 -1.68089815e-02 -3.67072870e-02
5.48206252e-01 8.85759761e-02 4.13864578e-01 9.32141694e-02
5.64171396e-02 -3.38563461e-01]
[ 2.94857305e-02 -3.44561600e-01 -3.41701496e-02 -8.27834645e-02
5.98560967e-01 1.52263117e-02 4.00124464e-01 4.98614027e-02
-3.42687018e-01 -1.88527086e-01]
[ -1.35522019e-01 -4.74057332e-01 6.30812038e-03 -1.58440095e-01
6.30019361e-01 -1.05127817e-01 5.01627149e-01 -8.01887770e-02
-3.34083933e-02 1.23223560e-01]
[ -2.61347298e-01 -2.91183345e-01 6.75091042e-02 -1.42127652e-02
8.20247380e-01 1.31141421e-01 3.14281978e-01 4.94923004e-02
-6.32109512e-02 -1.00919780e-01]
[ -1.54721604e-01 -1.52703013e-01 2.72016249e-01 -1.80491733e-01
4.69937234e-01 -6.53100140e-02 5.35112265e-01 1.64377543e-02
-2.07115879e-01 3.41315021e-02]
[ -9.39695972e-02 -1.19041153e-01 -1.64408595e-01 -5.42067702e-02
3.43255818e-01 -2.45591907e-01 7.18680946e-02 1.71662289e-01
2.61669922e-02 -7.07443026e-02]
[ 1.25812144e-01 2.62158206e-01 1.70335030e-01 -7.13997517e-02
-1.37154198e-01 4.33193283e-02 -1.76646434e-01 2.84889488e-01
8.85366488e-02 1.91770183e-01]
[ 3.40686458e-01 2.86955219e-01 -8.77448407e-02 3.07161941e-01
-8.90283856e-01 -2.84966392e-01 -4.47475494e-01 1.77490250e-01
3.70880902e-01 -5.34515403e-02]
[ 5.77634462e-02 1.72090264e-01 2.57513929e-01 2.66777177e-01
-1.04964155e-01 -2.00399466e-01 -2.06162090e-01 -1.31996128e-01
-1.27741454e-01 -2.70219211e-01]
[ 3.59632322e-02 -1.81244990e-02 -1.12132591e-01 -3.60536327e-02
1.99217316e-01 3.58765483e-02 -4.12541326e-02 -1.83391726e-01
4.87684727e-02 2.26815121e-01]
[ -1.06548828e-02 -8.20273630e-02 -7.16342705e-02 -6.72458282e-02
3.96993280e-02 -1.68957810e-01 1.19731322e-01 9.65373361e-03
2.53100979e-02 -7.04548321e-03]
[ 2.20011388e-02 4.59082974e-02 2.42187757e-01 6.49879263e-02
-1.97421474e-01 -1.30150574e-01 1.36875758e-01 3.96446785e-02
-1.93122361e-01 1.02121521e-01]
[ 4.96122457e-02 -2.83301687e-02 9.79746437e-02 -2.41704671e-02
-1.38959410e-01 8.13971699e-02 1.30150959e-01 -2.71753046e-01
-4.13589994e-02 -1.19569484e-01]
[ -3.24187162e-02 2.93410364e-02 7.50453007e-02 -5.98664492e-02
6.27721774e-02 1.92470996e-01 1.58307764e-01 1.17484273e-01
-4.39703159e-02 1.47355220e-01]
[ 2.11280784e-01 3.43930159e-02 2.44234171e-02 6.80416544e-02
9.93828187e-02 -1.68142293e-02 -1.26556156e-01 1.47764892e-01
-6.47084077e-02 -3.12985962e-02]
[ 1.41524397e-02 -9.15822783e-02 3.74655382e-03 5.91121924e-04
-2.82122841e-01 -1.08875672e-01 -1.29459220e-01 3.96839911e-02
8.97981992e-02 1.56943954e-01]
[ -1.15006638e-02 4.56982718e-01 9.39923150e-02 3.35403858e-01
-8.68103887e-01 -2.82300690e-01 -5.41462591e-01 -7.61284656e-02
2.23100398e-01 2.62743248e-01]
[ 1.37163964e-01 4.50663870e-01 4.07590333e-02 3.54292674e-01
-6.48758662e-01 -6.08253712e-02 -3.63878242e-01 1.48314007e-01
1.49407924e-01 4.36034787e-01]
[ 2.49227687e-01 2.69964336e-01 2.39599564e-01 1.23861884e-01
-3.39579387e-01 8.81586233e-02 -1.77525246e-01 1.62080351e-01
2.22061332e-01 5.84705885e-02]
[ -8.16369997e-02 1.93555167e-01 2.37627552e-01 2.60575440e-03
4.99282248e-03 1.35824144e-01 -7.20008432e-02 -1.55088443e-02
-4.40175207e-02 3.84952391e-02]
[ -1.01317876e-01 -1.81411267e-02 2.32191240e-02 8.57852749e-02
-2.96419299e-02 1.19068064e-01 2.70322790e-01 2.02130019e-02
-2.80596685e-01 -1.00235024e-01]
[ -2.12223014e-01 1.26313663e-03 -8.96436232e-02 -3.34588342e-01
1.49858302e-01 1.16794675e-01 8.04477527e-02 1.04084883e-01
-2.00434882e-01 4.20803671e-02]
[ 3.18673099e-02 -3.06649877e-01 -1.16657394e-01 -1.31450741e-01
2.76565751e-01 1.59548772e-02 1.07503339e-01 1.54035608e-01
-1.41297593e-01 -1.87677096e-01]
[ 1.55472639e-01 -1.23065235e-01 -1.35144357e-01 6.24042953e-03
1.18562567e-01 -6.48180506e-02 -4.34431237e-02 -1.47967663e-01
1.39197518e-01 -9.25054467e-02]
[ -1.22434042e-01 1.59658774e-01 2.55682381e-01 -3.01350009e-02
1.79653143e-01 9.15921020e-02 -1.67418840e-02 -2.98854994e-01
-1.28968285e-01 -6.42593522e-02]
[ -3.50366202e-01 1.07746329e-01 1.08633645e-02 -2.84563525e-02
1.21751827e-01 -1.69025289e-01 -5.32350876e-02 2.35257158e-01
-9.39557085e-02 8.23357519e-02]
[ 1.44969577e-01 1.09193293e-01 -2.41923460e-01 -1.01678002e-01
1.25788494e-01 -2.88061042e-01 1.16683684e-02 -1.68013254e-01
-1.10722179e-02 -1.95473929e-01]
[ 2.03813521e-01 -1.51955925e-01 5.73517906e-02 -3.45485865e-02
8.01059903e-02 -2.66741098e-02 -1.41257706e-03 -1.37160341e-01
1.01034726e-01 -1.89359975e-01]
[ -1.04105190e-01 -2.10804552e-02 1.20507273e-01 1.09112678e-01
1.88034010e-02 -1.11286670e-01 2.31296397e-01 -7.69029469e-02
1.84819378e-01 -2.21898151e-03]
[ 2.80001281e-02 -9.66994000e-02 2.18968301e-01 -2.08380627e-01
3.27591836e-02 1.02271257e-01 -2.22325885e-02 -1.12484741e-01
4.40721941e-02 2.65072500e-01]]
[[ 0.50106979]
[ 1.28530038]
[ 0.24581898]
[ 0.7206505 ]
[-2.2875935 ]
[-0.26113494]
[-1.41245908]
[ 0.02534538]
[ 0.57525105]
[ 0.77121663]]
Progress: 15.1% ... Training loss: 0.336 ... Validation loss: 0.542[[ 1.59254434e-01 2.52021895e-01 -1.14690826e-01 1.03994641e-01
-5.36274190e-01 -6.84615949e-02 -8.69544511e-02 1.24213958e-01
-8.48815724e-02 2.00131320e-01]
[ 1.63310284e-02 1.73608630e-01 -1.94424653e-02 4.07796981e-02
9.34108843e-02 -6.18461850e-03 2.94894717e-01 4.13032066e-02
1.39470116e-01 -2.71918764e-02]
[ 1.98003572e-01 4.13657804e-01 3.21644792e-02 1.15172036e-01
5.02402489e-02 -6.25789668e-02 -5.12613873e-01 -3.30955209e-02
1.07009095e-01 3.56137136e-01]
[ -2.60328473e-02 -3.06764154e-01 -2.42557079e-01 1.40760390e-02
1.65665228e-02 1.67625606e-01 1.37401031e-01 5.56792163e-02
1.41083857e-02 8.12674688e-02]
[ -3.24271300e-03 1.87625303e-01 -1.47459745e-01 4.03597422e-02
1.00977007e-01 -1.78241730e-01 2.11815405e-02 -1.20266085e-01
-1.90582742e-01 2.86984711e-02]
[ -3.47781144e-01 -3.01183028e-01 -2.86677126e-01 1.46972807e-01
1.50591939e-01 4.91625019e-02 4.60653845e-03 -3.51368899e-02
-6.82830451e-03 3.18493111e-02]
[ -3.16283895e-03 -1.41507190e-01 9.86680255e-03 9.71696114e-02
-5.30945679e-02 -7.24636095e-02 1.62491241e-01 -1.89247850e-01
1.83348508e-01 3.97916348e-02]
[ 1.11070045e-01 -2.12321694e-01 3.08434863e-02 -7.30720553e-02
1.68002639e-01 -4.18126570e-02 5.46460629e-02 1.22818115e-01
6.46385774e-02 -2.34268515e-02]
[ -1.56286662e-01 -3.14886736e-02 -2.99938996e-01 -2.25237924e-03
-7.72479123e-02 6.33017579e-02 -2.62169539e-01 -2.69645168e-02
2.73071341e-01 -1.01167818e-01]
[ 6.27988930e-02 -2.15648571e-01 8.84970236e-02 2.59915964e-02
1.48892043e-01 -1.05387740e-01 2.75633751e-02 -9.80127421e-02
-2.74645532e-03 1.39837576e-01]
[ -7.52425233e-02 1.11838262e-01 -4.09736233e-04 -1.54852795e-01
2.56335210e-02 2.36580100e-02 6.57101659e-02 -1.01953727e-01
-2.07163027e-02 -1.21405409e-01]
[ -9.11942092e-02 1.09159454e-02 -6.19570048e-02 1.28106359e-02
2.84437134e-01 9.34540197e-02 -4.31679159e-02 -1.47013171e-02
-1.50542472e-01 -1.81507314e-01]
[ -1.55679437e-01 7.00919628e-03 6.25877936e-02 2.36349664e-02
-1.76939229e-01 -2.20429302e-01 -1.81610044e-01 -1.96915431e-01
8.86559710e-02 1.76257777e-01]
[ -2.13508279e-01 -1.35783662e-01 1.20649610e-01 2.72924339e-01
-1.33301005e-01 -8.39901818e-02 -1.28651925e-01 -2.54897510e-01
-2.06243326e-01 9.95112091e-03]
[ 1.16972725e-01 -4.29247462e-02 -1.80548187e-02 1.16143959e-01
-1.24250898e-02 -8.30195838e-02 1.04865756e-01 4.33514083e-03
3.00779613e-02 2.18968653e-02]
[ 3.35311967e-02 -4.00795657e-02 -2.13023491e-01 1.41624893e-01
-4.36588162e-02 9.04373034e-02 -8.52154554e-02 -2.01129499e-02
-9.97042387e-02 -8.43725055e-03]
[ -1.27015560e-01 -5.75038214e-02 -2.06382050e-01 1.48411719e-01
-4.59718428e-03 1.37072827e-01 1.38859534e-02 -2.50462845e-01
6.11046536e-02 -2.08033932e-01]
[ -6.91523571e-02 -2.67483726e-02 2.76752720e-01 1.00449067e-01
1.12485839e-01 -6.28585434e-02 -1.36615279e-01 1.20970196e-01
7.03126045e-02 3.50896398e-02]
[ 4.12653881e-02 -3.45418627e-02 8.20434691e-02 7.36412297e-02
1.31592314e-01 -1.32876895e-02 2.80243002e-01 1.20306021e-01
-4.88877769e-02 -7.96000211e-02]
[ 4.11079923e-04 -1.66009764e-01 -2.93521533e-01 -5.78847557e-02
2.58865964e-01 -8.69438999e-02 1.90449805e-01 1.64362734e-01
9.94838634e-02 -3.93185634e-02]
[ 4.60117358e-02 -5.14182483e-05 -1.21901631e-01 3.29025498e-02
-5.84637358e-02 3.28713541e-01 2.62914022e-01 2.05308338e-01
-1.73866184e-01 -6.51174728e-02]
[ 2.17468388e-02 2.44605105e-02 1.30065396e-01 1.30544482e-01
-8.70930129e-02 9.75501190e-02 -2.14621239e-01 -3.98640235e-02
2.26961838e-01 1.06635188e-01]
[ 1.02401914e-01 6.75207838e-02 -5.18628148e-02 -1.12221405e-01
-8.21478302e-02 -3.26894538e-01 1.16937989e-01 8.36430458e-03
1.34506348e-01 8.12941674e-02]
[ -9.71706165e-02 2.20056550e-02 -1.49527374e-02 2.38699010e-02
5.41912663e-03 -2.03118109e-01 -9.54788605e-02 -1.95492698e-02
1.49865983e-02 1.30521828e-01]
[ -1.31707983e-01 -2.30338920e-02 -1.91612388e-01 1.29873061e-02
-3.01244740e-01 -1.02614034e-02 -5.30526350e-02 -2.25458423e-02
1.64213459e-02 8.17938146e-02]
[ -9.62453363e-03 -2.93351075e-03 -6.47937800e-02 -9.96388819e-02
4.42500057e-01 2.66359035e-01 4.71525279e-01 1.14476748e-01
-1.59972217e-01 -3.41149965e-01]
[ 8.96244406e-03 -2.77158403e-01 -1.73043005e-02 -3.81759586e-02
5.52871996e-01 8.91046785e-02 4.16929574e-01 9.31633000e-02
5.52543989e-02 -3.40192772e-01]
[ 2.91198324e-02 -3.45790261e-01 -3.43574451e-02 -8.33224447e-02
6.00280084e-01 1.54214168e-02 4.01432377e-01 4.98422312e-02
-3.43134081e-01 -1.89179529e-01]
[ -1.35848660e-01 -4.74944079e-01 6.14325295e-03 -1.58931447e-01
6.31497937e-01 -1.04949850e-01 5.02621825e-01 -8.02056427e-02
-3.37974539e-02 1.22713234e-01]
[ -2.61557935e-01 -2.91690789e-01 6.74121623e-02 -1.45203271e-02
8.21116739e-01 1.31248429e-01 3.14856233e-01 4.94816483e-02
-6.34543969e-02 -1.01245675e-01]
[ -1.55135882e-01 -1.53681713e-01 2.71816909e-01 -1.81110674e-01
4.71806492e-01 -6.50863891e-02 5.36318234e-01 1.64159875e-02
-2.07602973e-01 3.34910723e-02]
[ -9.41575700e-02 -1.19554166e-01 -1.64500680e-01 -5.44934621e-02
3.44180751e-01 -2.45503289e-01 7.24013314e-02 1.71652566e-01
2.59475703e-02 -7.10317488e-02]
[ 1.26023016e-01 2.62823252e-01 1.70425800e-01 -7.11113985e-02
-1.38087679e-01 4.32210392e-02 -1.77345233e-01 2.84898047e-01
8.88052831e-02 1.92023523e-01]
[ 3.40582445e-01 2.87083765e-01 -8.77286027e-02 3.07044192e-01
-8.89849560e-01 -2.84939298e-01 -4.47304982e-01 1.77488899e-01
3.70925483e-01 -5.35556476e-02]
[ 5.78507271e-02 1.72269187e-01 2.57551331e-01 2.66884914e-01
-1.05341970e-01 -2.00441724e-01 -2.06449947e-01 -1.31992770e-01
-1.27646552e-01 -2.70102894e-01]
[ 3.52049704e-02 -2.00863968e-02 -1.12496351e-01 -3.71755696e-02
2.02562066e-01 3.62769437e-02 -3.91447981e-02 -1.83429780e-01
4.79062445e-02 2.25755271e-01]
[ -1.11741965e-02 -8.33946539e-02 -7.18941966e-02 -6.80346903e-02
4.21931487e-02 -1.68681545e-01 1.21224548e-01 9.62616120e-03
2.47006247e-02 -7.85660149e-03]
[ 2.20827642e-02 4.61025378e-02 2.42217892e-01 6.50632021e-02
-1.97729675e-01 -1.30204984e-01 1.36682930e-01 3.96476046e-02
-1.93056461e-01 1.02227956e-01]
[ 4.94408158e-02 -2.87759355e-02 9.78897401e-02 -2.44177049e-02
-1.38160763e-01 8.14832958e-02 1.30632181e-01 -2.71761079e-01
-4.15565905e-02 -1.19829415e-01]
[ -3.25017039e-02 2.92409768e-02 7.50119233e-02 -5.99789712e-02
6.31230698e-02 1.92505396e-01 1.58513089e-01 1.17480889e-01
-4.40606904e-02 1.47197797e-01]
[ 2.10846986e-01 3.34464927e-02 2.42116972e-02 6.73839105e-02
1.01503536e-01 -1.66099316e-02 -1.25433665e-01 1.47741542e-01
-6.52389213e-02 -3.20035712e-02]
[ 1.38282384e-02 -9.24440687e-02 3.59402989e-03 1.28858489e-04
-2.80626255e-01 -1.08704585e-01 -1.28517567e-01 3.96670138e-02
8.94220047e-02 1.56425576e-01]
[ -1.17264788e-02 4.56361713e-01 9.38745540e-02 3.35071579e-01
-8.67216304e-01 -2.82176834e-01 -5.40786154e-01 -7.61406654e-02
2.22813676e-01 2.62364616e-01]
[ 1.37768519e-01 4.51944418e-01 4.10519578e-02 3.55097603e-01
-6.51326765e-01 -6.11311011e-02 -3.65380744e-01 1.48345021e-01
1.50108423e-01 4.36771496e-01]
[ 2.49102193e-01 2.69693723e-01 2.39537772e-01 1.23687049e-01
-3.39005560e-01 8.82211092e-02 -1.77206770e-01 1.62074755e-01
2.21928113e-01 5.82873755e-02]
[ -8.11387876e-02 1.94825219e-01 2.37874233e-01 3.33514203e-03
2.87928824e-03 1.35565122e-01 -7.33892038e-02 -1.54836367e-02
-4.34499254e-02 3.92320214e-02]
[ -1.01360617e-01 -1.82161310e-02 2.31990351e-02 8.57252260e-02
-2.94518959e-02 1.19089806e-01 2.70428286e-01 2.02108967e-02
-2.80641074e-01 -1.00296798e-01]
[ -2.12303690e-01 9.80672932e-04 -8.96963937e-02 -3.34749706e-01
1.50357985e-01 1.16851027e-01 8.07156291e-02 1.04079930e-01
-2.00534010e-01 4.19173675e-02]
[ 3.12851399e-02 -3.08171175e-01 -1.16949038e-01 -1.32325932e-01
2.79317279e-01 1.62629653e-02 1.09225256e-01 1.54004834e-01
-1.41994677e-01 -1.88605416e-01]
[ 1.54143635e-01 -1.26552673e-01 -1.35791087e-01 4.16457082e-03
1.24404175e-01 -6.40799551e-02 -3.94933105e-02 -1.48037989e-01
1.37749305e-01 -9.45702392e-02]
[ -1.23083761e-01 1.58064119e-01 2.55371171e-01 -3.10846436e-02
1.82613519e-01 9.19362912e-02 -1.49495816e-02 -2.98886539e-01
-1.29678834e-01 -6.52752397e-02]
[ -3.51548205e-01 1.04950991e-01 1.02981138e-02 -3.02030329e-02
1.27081237e-01 -1.68417433e-01 -4.98869421e-02 2.35194351e-01
-9.53273481e-02 8.03482716e-02]
[ 1.44184942e-01 1.06991989e-01 -2.42339005e-01 -1.02938196e-01
1.30034875e-01 -2.87660455e-01 1.39713556e-02 -1.68055406e-01
-1.21019479e-02 -1.96852011e-01]
[ 2.04210191e-01 -1.51050168e-01 5.75661849e-02 -3.39222750e-02
7.88012452e-02 -2.69117327e-02 -2.43615126e-03 -1.37139746e-01
1.01482918e-01 -1.88817107e-01]
[ -1.04906547e-01 -2.34735161e-02 1.20113056e-01 1.07878831e-01
2.30305418e-02 -1.10862635e-01 2.33882651e-01 -7.69424727e-02
1.83818351e-01 -3.55587852e-03]
[ 2.74237524e-02 -9.79827383e-02 2.18677001e-01 -2.09249219e-01
3.48211646e-02 1.02576718e-01 -2.06803064e-02 -1.12515177e-01
4.35029757e-02 2.64131846e-01]]
[[ 0.47835029]
[ 1.26483016]
[ 0.22569386]
[ 0.69946835]
[-2.31101684]
[-0.27985883]
[-1.43246594]
[ 0.00546688]
[ 0.55255465]
[ 0.74800399]]
Progress: 15.1% ... Training loss: 0.336 ... Validation loss: 0.546[[ 1.58128927e-01 2.48793357e-01 -1.15174172e-01 1.02278766e-01
-5.30498453e-01 -6.78501381e-02 -8.32048880e-02 1.24202348e-01
-8.61225802e-02 1.98513774e-01]
[ 1.60292617e-02 1.72781249e-01 -1.95692912e-02 4.04254287e-02
9.46440846e-02 -6.02985683e-03 2.95822805e-01 4.13001805e-02
1.39231119e-01 -2.76469994e-02]
[ 1.96176577e-01 4.10369744e-01 3.11857471e-02 1.11849594e-01
5.98562523e-02 -6.12459761e-02 -5.07326343e-01 -3.31189645e-02
1.04630620e-01 3.52930044e-01]
[ -2.80612325e-02 -3.13469570e-01 -2.43437106e-01 1.12771268e-02
2.56804465e-02 1.68703161e-01 1.44075835e-01 5.56555609e-02
1.18136958e-02 7.82801233e-02]
[ -3.05288145e-03 1.88508246e-01 -1.47356586e-01 4.04376401e-02
1.01088510e-01 -1.78259064e-01 2.08663183e-02 -1.20264374e-01
-1.90507478e-01 2.85705915e-02]
[ -3.46419454e-01 -2.98740101e-01 -2.85930827e-01 1.49356852e-01
1.43524311e-01 4.82195799e-02 1.01441211e-03 -3.51183202e-02
-4.99583325e-03 3.42311939e-02]
[ -3.60535155e-03 -1.42350577e-01 9.71809986e-03 9.66062624e-02
-5.07837627e-02 -7.22710616e-02 1.63885537e-01 -1.89250715e-01
1.83021499e-01 3.91729235e-02]
[ 1.10320450e-01 -2.15011189e-01 3.04770179e-02 -7.42683912e-02
1.71625247e-01 -4.12936676e-02 5.75906958e-02 1.22809461e-01
6.37305081e-02 -2.46121400e-02]
[ -1.56898226e-01 -3.31533037e-02 -3.00164433e-01 -3.16411777e-03
-7.44247380e-02 6.36560476e-02 -2.60289841e-01 -2.69715100e-02
2.72370767e-01 -1.02147347e-01]
[ 6.26755960e-02 -2.17076965e-01 8.85345108e-02 2.58795895e-02
1.49488212e-01 -1.05337937e-01 2.88225869e-02 -9.80122237e-02
-2.69433153e-03 1.39804163e-01]
[ -7.53634534e-02 1.11493075e-01 -4.52377385e-04 -1.54942969e-01
2.61022198e-02 2.36937718e-02 6.63202812e-02 -1.01953474e-01
-2.07320370e-02 -1.21579810e-01]
[ -9.13919646e-02 9.93494154e-03 -6.19461600e-02 1.27254387e-02
2.85061227e-01 9.34913595e-02 -4.24107426e-02 -1.47020309e-02
-1.50682043e-01 -1.81701146e-01]
[ -1.55679437e-01 7.00919628e-03 6.25877936e-02 2.36349664e-02
-1.76939229e-01 -2.20429302e-01 -1.81610044e-01 -1.96915431e-01
8.86559710e-02 1.76257777e-01]
[ -2.12927192e-01 -1.34757049e-01 1.21012200e-01 2.74067013e-01
-1.36649424e-01 -8.44412424e-02 -1.30345515e-01 -2.54888646e-01
-2.05392248e-01 1.10363350e-02]
[ 1.17405399e-01 -4.22038233e-02 -1.78405790e-02 1.16843319e-01
-1.44516116e-02 -8.32923545e-02 1.03916460e-01 4.34060601e-03
3.06260166e-02 2.26200484e-02]
[ 3.44074346e-02 -3.78809474e-02 -2.12579783e-01 1.42925357e-01
-4.75351179e-02 8.98754612e-02 -8.76977176e-02 -2.01020020e-02
-9.86156566e-02 -7.12105766e-03]
[ -1.27845220e-01 -5.96605258e-02 -2.06748765e-01 1.47255470e-01
-5.25775013e-04 1.37537978e-01 1.64654031e-02 -2.50471086e-01
6.02048110e-02 -2.09307422e-01]
[ -6.93180705e-02 -2.71277817e-02 2.76678169e-01 1.00232153e-01
1.13260079e-01 -6.27576104e-02 -1.36129981e-01 1.20968260e-01
7.01963108e-02 3.48963025e-02]
[ 4.12251401e-02 -3.46482270e-02 8.20003405e-02 7.35374593e-02
1.31582151e-01 -1.32323361e-02 2.80424682e-01 1.20305345e-01
-4.89852288e-02 -7.96196456e-02]
[ 1.10582382e-03 -1.64149688e-01 -2.93168605e-01 -5.68029344e-02
2.55093702e-01 -8.73686994e-02 1.88421038e-01 1.64371508e-01
1.00308091e-01 -3.82293696e-02]
[ 4.58524524e-02 -9.48583485e-04 -1.21949518e-01 3.27056541e-02
-5.75330558e-02 3.28820611e-01 2.63688797e-01 2.05307079e-01
-1.73982179e-01 -6.53771742e-02]
[ 2.04356120e-02 2.08993193e-02 1.29409365e-01 1.28477459e-01
-8.05098158e-02 9.83565972e-02 -2.10483220e-01 -3.98800600e-02
2.25363558e-01 1.04588043e-01]
[ 1.01995573e-01 6.64515490e-02 -5.20356422e-02 -1.12809273e-01
-8.02413971e-02 -3.26666137e-01 1.18151062e-01 8.35977876e-03
1.34067859e-01 8.06721365e-02]
[ -9.72397091e-02 2.17817773e-02 -1.49919399e-02 2.37418819e-02
5.82600304e-03 -2.03075518e-01 -9.52202145e-02 -1.95501498e-02
1.48882321e-02 1.30384101e-01]
[ -1.31753143e-01 -2.32007594e-02 -1.91579820e-01 1.29323471e-02
-3.01194947e-01 -1.02340042e-02 -5.29031604e-02 -2.25462830e-02
1.63709393e-02 8.17314405e-02]
[ -9.84508973e-03 -3.66422269e-03 -6.49045787e-02 -1.00003502e-01
4.43664473e-01 2.66507302e-01 4.72396063e-01 1.14473958e-01
-1.60254992e-01 -3.41515191e-01]
[ 8.95429896e-03 -2.77174275e-01 -1.73048347e-02 -3.81746808e-02
5.52839537e-01 8.91045194e-02 4.16950119e-01 9.31633053e-02
5.52553761e-02 -3.40195752e-01]
[ 2.87881166e-02 -3.47025117e-01 -3.45242732e-02 -8.38083429e-02
6.01928492e-01 1.56225048e-02 4.02767871e-01 4.98385353e-02
-3.43543162e-01 -1.89679834e-01]
[ -1.35640164e-01 -4.74807702e-01 6.23782680e-03 -1.58603734e-01
6.30592281e-01 -1.05081282e-01 5.02209835e-01 -8.02030912e-02
-3.35358510e-02 1.23086655e-01]
[ -2.61730416e-01 -2.92431449e-01 6.73467755e-02 -1.46963908e-02
8.21815890e-01 1.31323183e-01 3.15517060e-01 4.94802077e-02
-6.35934545e-02 -1.01446778e-01]
[ -1.55228124e-01 -1.53923037e-01 2.71798468e-01 -1.81168259e-01
4.71966333e-01 -6.50652220e-02 5.36596378e-01 1.64156557e-02
-2.07662283e-01 3.34592654e-02]
[ -9.45765884e-02 -1.20628418e-01 -1.64699571e-01 -5.50989154e-02
3.46235062e-01 -2.45273320e-01 7.36677154e-02 1.71647689e-01
2.54698625e-02 -7.16623913e-02]
[ 1.25594569e-01 2.61624392e-01 1.70212948e-01 -7.17700560e-02
-1.36076051e-01 4.34833029e-02 -1.75991286e-01 2.84892978e-01
8.83213643e-02 1.91366621e-01]
[ 3.39872701e-01 2.85063486e-01 -8.80789726e-02 3.05934481e-01
-8.86362958e-01 -2.84468251e-01 -4.45020505e-01 1.77479994e-01
3.70072531e-01 -5.46938511e-02]
[ 5.78413771e-02 1.72349889e-01 2.57564498e-01 2.66936379e-01
-1.05519050e-01 -2.00463648e-01 -2.06530972e-01 -1.31992423e-01
-1.27620695e-01 -2.70080268e-01]
[ 3.49737759e-02 -2.06297043e-02 -1.12604333e-01 -3.75153265e-02
2.03625609e-01 3.64028258e-02 -3.84398928e-02 -1.83432220e-01
4.76347927e-02 2.25409404e-01]
[ -1.13687347e-02 -8.39650932e-02 -7.19918163e-02 -6.83475382e-02
4.32434674e-02 -1.68573191e-01 1.21849465e-01 9.62374755e-03
2.44738183e-02 -8.19700318e-03]
[ 2.25666577e-02 4.73891307e-02 2.42452594e-01 6.57789505e-02
-1.99965155e-01 -1.30495950e-01 1.35210843e-01 3.96532395e-02
-1.92502695e-01 1.02982041e-01]
[ 4.94046486e-02 -2.88711640e-02 9.78784801e-02 -2.44761519e-02
-1.37948767e-01 8.15058778e-02 1.30711845e-01 -2.71761669e-01
-4.15970937e-02 -1.19862094e-01]
[ -3.26513857e-02 2.88241217e-02 7.49371139e-02 -6.02257541e-02
6.39266977e-02 1.92601411e-01 1.59014463e-01 1.17479006e-01
-4.42551702e-02 1.46943565e-01]
[ 2.10757712e-01 3.32202592e-02 2.41842850e-02 6.72620226e-02
1.01938205e-01 -1.65544314e-02 -1.25185431e-01 1.47740489e-01
-6.53355847e-02 -3.21364140e-02]
[ 1.43559159e-02 -9.09463934e-02 3.85911812e-03 9.68450190e-04
-2.83388858e-01 -1.09023764e-01 -1.30143993e-01 3.96736125e-02
9.00607197e-02 1.57288213e-01]
[ -1.17482473e-02 4.55945207e-01 9.39629194e-02 3.35120531e-01
-8.67291750e-01 -2.82159579e-01 -5.40546374e-01 -7.61398336e-02
2.22893975e-01 2.62370515e-01]
[ 1.38622751e-01 4.54191926e-01 4.15028258e-02 3.56337589e-01
-6.55177965e-01 -6.16630106e-02 -3.67782874e-01 1.48355817e-01
1.51187601e-01 4.37958396e-01]
[ 2.49286481e-01 2.70192368e-01 2.39628629e-01 1.23961009e-01
-3.39898007e-01 8.81136555e-02 -1.77769954e-01 1.62076879e-01
2.22145337e-01 5.85801024e-02]
[ -8.11965223e-02 1.94555868e-01 2.37840489e-01 3.22757599e-03
3.32089653e-03 1.35619797e-01 -7.31566444e-02 -1.54842748e-02
-4.35271939e-02 3.91177036e-02]
[ -1.01239764e-01 -1.76922669e-02 2.32371743e-02 8.59095254e-02
-3.00592202e-02 1.18995962e-01 2.70043282e-01 2.02130020e-02
-2.80480515e-01 -1.00067925e-01]
[ -2.12157890e-01 1.34644121e-03 -8.96261308e-02 -3.34542041e-01
1.49631967e-01 1.16763048e-01 8.02537545e-02 1.04081576e-01
-2.00362136e-01 4.21279655e-02]
[ 3.14899736e-02 -3.07768156e-01 -1.16812441e-01 -1.31858693e-01
2.78041833e-01 1.60818956e-02 1.08553440e-01 1.54008376e-01
-1.41675933e-01 -1.88197320e-01]
[ 1.54335617e-01 -1.26471563e-01 -1.35718558e-01 4.44314728e-03
1.23875343e-01 -6.41572531e-02 -3.97660067e-02 -1.48036131e-01
1.37959159e-01 -9.42994259e-02]
[ -1.24000529e-01 1.55693838e-01 2.54968395e-01 -3.23223637e-02
1.86422849e-01 9.24412631e-02 -1.20303647e-02 -2.98895313e-01
-1.30583069e-01 -6.67283428e-02]
[ -3.51505988e-01 1.04814798e-01 1.03806018e-02 -2.99395223e-02
1.26411501e-01 -1.68555194e-01 -5.00394386e-02 2.35196668e-01
-9.51324454e-02 8.05888603e-02]
[ 1.43866137e-01 1.05583736e-01 -2.42384844e-01 -1.03357977e-01
1.31817238e-01 -2.87449119e-01 1.54225601e-02 -1.68057976e-01
-1.24074752e-02 -1.97348334e-01]
[ 2.05275300e-01 -1.48116774e-01 5.80894131e-02 -3.23664866e-02
7.39284519e-02 -2.75719414e-02 -5.61400332e-03 -1.37126868e-01
1.02781314e-01 -1.87184602e-01]
[ -1.04401224e-01 -2.20429072e-02 1.20379707e-01 1.08685342e-01
2.05261830e-02 -1.11180633e-01 2.32375118e-01 -7.69361455e-02
1.84393731e-01 -2.74122392e-03]
[ 2.64127127e-02 -1.01267709e-01 2.18186410e-01 -2.10783482e-01
3.94941522e-02 1.03176581e-01 -1.73136497e-02 -1.12527156e-01
4.23310223e-02 2.62721064e-01]]
[[ 0.47592641]
[ 1.26270562]
[ 0.22487971]
[ 0.70001814]
[-2.31122223]
[-0.28116469]
[-1.43074659]
[ 0.00501134]
[ 0.55032514]
[ 0.7459682 ]]
Progress: 15.2% ... Training loss: 0.338 ... Validation loss: 0.548[[ 1.58501114e-01 2.49170184e-01 -1.14894362e-01 1.02958587e-01
-5.32201026e-01 -6.80985080e-02 -8.35786164e-02 1.24209775e-01
-8.54659384e-02 1.98989995e-01]
[ 1.60025407e-02 1.72721328e-01 -1.95852237e-02 4.03843058e-02
9.47689835e-02 -6.01176446e-03 2.95928391e-01 4.12998845e-02
1.39206494e-01 -2.76926277e-02]
[ 1.96387734e-01 4.10936148e-01 3.13106050e-02 1.11834671e-01
6.01296165e-02 -6.12153488e-02 -5.07550346e-01 -3.31152221e-02
1.04820412e-01 3.52879432e-01]
[ -2.92846083e-02 -3.16320901e-01 -2.44063538e-01 9.68228460e-03
3.09091320e-02 1.69339232e-01 1.47038640e-01 5.56410114e-02
1.02545300e-02 7.66768670e-02]
[ -1.52087442e-03 1.92006104e-01 -1.46694942e-01 4.25203383e-02
9.41630679e-02 -1.78924089e-01 1.68756189e-02 -1.20248621e-01
-1.88577389e-01 3.05483441e-02]
[ -3.45140035e-01 -2.95951143e-01 -2.85284124e-01 1.51453684e-01
1.37017573e-01 4.73679668e-02 -2.43575966e-03 -3.51034446e-02
-3.35293531e-03 3.62739161e-02]
[ -3.20462307e-03 -1.42149640e-01 9.90626130e-03 9.70980280e-02
-5.23011733e-02 -7.24287314e-02 1.63233111e-01 -1.89245995e-01
1.83511161e-01 3.94939435e-02]
[ 1.11385443e-01 -2.12201275e-01 3.10588448e-02 -7.24819778e-02
1.66504966e-01 -4.20012404e-02 5.47890437e-02 1.22823282e-01
6.50987355e-02 -2.28657659e-02]
[ -1.57408067e-01 -3.46138176e-02 -3.00390382e-01 -3.86455769e-03
-7.22610799e-02 6.39763496e-02 -2.58882434e-01 -2.69766847e-02
2.71899173e-01 -1.02878802e-01]
[ 6.49543441e-02 -2.12621381e-01 8.97129602e-02 2.94000410e-02
1.38457639e-01 -1.06685369e-01 2.31327280e-02 -9.79851096e-02
3.04253154e-04 1.43122313e-01]
[ -7.53101995e-02 1.11839603e-01 -4.02814028e-04 -1.54764862e-01
2.58335099e-02 2.36113053e-02 6.61949848e-02 -1.01951981e-01
-2.06313625e-02 -1.21379060e-01]
[ -9.14886670e-02 9.47212630e-03 -6.19834302e-02 1.27014505e-02
2.85379738e-01 9.35247046e-02 -4.20924297e-02 -1.47023956e-02
-1.50752109e-01 -1.81841384e-01]
[ -1.55679437e-01 7.00919628e-03 6.25877936e-02 2.36349664e-02
-1.76939229e-01 -2.20429302e-01 -1.81610044e-01 -1.96915431e-01
8.86559710e-02 1.76257777e-01]
[ -2.12543963e-01 -1.33971672e-01 1.21220272e-01 2.74772635e-01
-1.38726348e-01 -8.47187813e-02 -1.31444506e-01 -2.54883663e-01
-2.04860295e-01 1.17033757e-02]
[ 1.17961938e-01 -4.10586933e-02 -1.75740851e-02 1.17686952e-01
-1.70938267e-02 -8.36358234e-02 1.02628071e-01 4.34664686e-03
3.13069466e-02 2.34223976e-02]
[ 3.42451534e-02 -3.82278074e-02 -2.12659222e-01 1.42683397e-01
-4.67175554e-02 8.99533983e-02 -8.72206981e-02 -2.01037662e-02
-9.88048041e-02 -7.38946067e-03]
[ -1.28046330e-01 -6.02946391e-02 -2.06844330e-01 1.46978909e-01
5.30118437e-04 1.37651062e-01 1.71516905e-02 -2.50473129e-01
5.99680398e-02 -2.09628923e-01]
[ -6.92478542e-02 -2.74662394e-02 2.76709012e-01 1.00269095e-01
1.13023166e-01 -6.27205696e-02 -1.35891085e-01 1.20969115e-01
7.02578587e-02 3.47997148e-02]
[ 4.19640269e-02 -3.30860874e-02 8.23809996e-02 7.46663643e-02
1.27783131e-01 -1.36721573e-02 2.78164307e-01 1.20314198e-01
-4.79866955e-02 -7.85143876e-02]
[ 2.05531099e-03 -1.61490727e-01 -2.92681647e-01 -5.52888595e-02
2.50808379e-01 -8.79794556e-02 1.85498447e-01 1.64382400e-01
1.01452138e-01 -3.66218894e-02]
[ 4.53000770e-02 -2.43468606e-03 -1.22212191e-01 3.18592634e-02
-5.49068027e-02 3.29149916e-01 2.65412126e-01 2.05301494e-01
-1.74646912e-01 -6.62731575e-02]
[ 2.07590654e-02 2.17066920e-02 1.29581082e-01 1.29015726e-01
-8.19001119e-02 9.81410734e-02 -2.11059382e-01 -3.98757848e-02
2.25781679e-01 1.05079428e-01]
[ 1.01490171e-01 6.52346431e-02 -5.22637232e-02 -1.13554667e-01
-7.79400248e-02 -3.26346468e-01 1.19638197e-01 8.35440748e-03
1.33553649e-01 7.98885026e-02]
[ -9.69328954e-02 2.24808422e-02 -1.48459569e-02 2.42297998e-02
4.38581143e-03 -2.03246512e-01 -9.61738876e-02 -1.95468229e-02
1.52664297e-02 1.30895905e-01]
[ -1.31425301e-01 -2.24970699e-02 -1.91414046e-01 1.34618616e-02
-3.03105919e-01 -1.04494900e-02 -5.39124886e-02 -2.25425018e-02
1.67916645e-02 8.22908940e-02]
[ -9.83929172e-03 -3.68856941e-03 -6.48995315e-02 -9.99817791e-02
4.43632356e-01 2.66500619e-01 4.72444430e-01 1.14474196e-01
-1.60234438e-01 -3.41527592e-01]
[ 8.87192581e-03 -2.77599553e-01 -1.73450961e-02 -3.82597726e-02
5.53343425e-01 8.91355265e-02 4.17291647e-01 9.31628975e-02
5.51757435e-02 -3.40342829e-01]
[ 2.86387346e-02 -3.47407601e-01 -3.45962924e-02 -8.40360898e-02
6.02534993e-01 1.57123035e-02 4.03203840e-01 4.98369035e-02
-3.43721107e-01 -1.89921523e-01]
[ -1.35535301e-01 -4.74626885e-01 6.28936063e-03 -1.58435302e-01
6.30116223e-01 -1.05148114e-01 5.01934222e-01 -8.02018984e-02
-3.34028176e-02 1.23266014e-01]
[ -2.61883631e-01 -2.92869313e-01 6.72810752e-02 -1.49115166e-02
8.22508021e-01 1.31409371e-01 3.15979042e-01 4.94787419e-02
-6.37535683e-02 -1.01670241e-01]
[ -1.55388735e-01 -1.54455096e-01 2.71737503e-01 -1.81357178e-01
4.72793903e-01 -6.49886273e-02 5.37214624e-01 1.64141285e-02
-2.07836041e-01 3.32293612e-02]
[ -9.46638289e-02 -1.21028344e-01 -1.64729862e-01 -5.51926006e-02
3.46675911e-01 -2.45238116e-01 7.40389932e-02 1.71647160e-01
2.53952359e-02 -7.18215410e-02]
[ 1.26017541e-01 2.62803410e-01 1.70437414e-01 -7.10621111e-02
-1.38383403e-01 4.32081402e-02 -1.77355486e-01 2.84897916e-01
8.88565786e-02 1.92048763e-01]
[ 3.40317943e-01 2.86357231e-01 -8.78419210e-02 3.06659440e-01
-8.88547642e-01 -2.84737421e-01 -4.46295190e-01 1.77485091e-01
3.70652550e-01 -5.39303614e-02]
[ 5.76822562e-02 1.71958828e-01 2.57498892e-01 2.66712931e-01
-1.04756860e-01 -2.00367505e-01 -2.06078771e-01 -1.31994056e-01
-1.27791617e-01 -2.70308230e-01]
[ 3.50775085e-02 -2.04333059e-02 -1.12548323e-01 -3.73523813e-02
2.03055657e-01 3.63335586e-02 -3.87143410e-02 -1.83430929e-01
4.77553913e-02 2.25585375e-01]
[ -1.13237407e-02 -8.38568619e-02 -7.19743034e-02 -6.82847380e-02
4.30725318e-02 -1.68581264e-01 1.21727864e-01 9.62406311e-03
2.45310721e-02 -8.13134149e-03]
[ 2.22272652e-02 4.65903970e-02 2.42290199e-01 6.52516265e-02
-1.98230507e-01 -1.30298309e-01 1.36143114e-01 3.96496556e-02
-1.92914250e-01 1.02476350e-01]
[ 4.96493192e-02 -2.81767371e-02 9.80016090e-02 -2.40803066e-02
-1.39224723e-01 8.13464536e-02 1.29975496e-01 -2.71758979e-01
-4.12894364e-02 -1.19486373e-01]
[ -3.23838951e-02 2.94467266e-02 7.50853935e-02 -5.97614026e-02
6.23875579e-02 1.92430951e-01 1.58188495e-01 1.17482389e-01
-4.38850557e-02 1.47382746e-01]
[ 2.10782631e-01 3.33205854e-02 2.42009987e-02 6.73010264e-02
1.01835066e-01 -1.65889500e-02 -1.25272763e-01 1.47740728e-01
-6.53144060e-02 -3.21059717e-02]
[ 1.43524962e-02 -9.09161092e-02 3.84468004e-03 9.46965540e-04
-2.83308844e-01 -1.09036504e-01 -1.30225892e-01 3.96735458e-02
9.00442018e-02 1.57273118e-01]
[ -1.08796971e-02 4.57525376e-01 9.43811756e-02 3.36353270e-01
-8.71106632e-01 -2.82581561e-01 -5.42127779e-01 -7.61298875e-02
2.23929079e-01 2.63483732e-01]
[ 1.38837584e-01 4.54588349e-01 4.16338895e-02 3.56674834e-01
-6.56351653e-01 -6.17894950e-02 -3.68528636e-01 1.48358850e-01
1.51530814e-01 4.38295721e-01]
[ 2.49365642e-01 2.70361847e-01 2.39659732e-01 1.24074461e-01
-3.40288052e-01 8.80680280e-02 -1.77985434e-01 1.62077701e-01
2.22241520e-01 5.87016027e-02]
[ -8.10967121e-02 1.94770051e-01 2.37874103e-01 3.37237582e-03
2.88540300e-03 1.35562104e-01 -7.34568634e-02 -1.54832710e-02
-4.34092140e-02 3.92696126e-02]
[ -1.00779276e-01 -1.65633243e-02 2.34596963e-02 8.66288257e-02
-3.23446763e-02 1.18705940e-01 2.68707952e-01 2.02181312e-02
-2.79904984e-01 -9.93277073e-02]
[ -2.12081380e-01 1.55025792e-03 -8.95883830e-02 -3.34423621e-01
1.49242476e-01 1.16713477e-01 7.99968985e-02 1.04082455e-01
-2.00263957e-01 4.22566179e-02]
[ 3.13959958e-02 -3.08135975e-01 -1.16864072e-01 -1.32015258e-01
2.78561657e-01 1.61364768e-02 1.08871904e-01 1.54007266e-01
-1.41793482e-01 -1.88361016e-01]
[ 1.54445933e-01 -1.26239124e-01 -1.35633003e-01 4.68717570e-03
1.23057871e-01 -6.42182651e-02 -4.01229444e-02 -1.48034440e-01
1.38211121e-01 -9.40926306e-02]
[ -1.23889839e-01 1.55844099e-01 2.55037865e-01 -3.20205655e-02
1.85833599e-01 9.23263841e-02 -1.23047112e-02 -2.98893305e-01
-1.30416577e-01 -6.64401548e-02]
[ -3.51333940e-01 1.04752276e-01 1.04831984e-02 -2.97309571e-02
1.25539722e-01 -1.68602910e-01 -5.01314869e-02 2.35199479e-01
-9.48796025e-02 8.07207264e-02]
[ 1.43694344e-01 1.04728838e-01 -2.42471663e-01 -1.03602743e-01
1.32937834e-01 -2.87386815e-01 1.63513802e-02 -1.68059568e-01
-1.25884898e-02 -1.97736056e-01]
[ 2.06614183e-01 -1.44824343e-01 5.87705530e-02 -3.02886698e-02
6.75976357e-02 -2.83689931e-02 -9.32354233e-03 -1.37110860e-01
1.04489555e-01 -1.85068257e-01]
[ -1.04055460e-01 -2.12170912e-02 1.20562903e-01 1.09262829e-01
1.87558212e-02 -1.11416566e-01 2.31354952e-01 -7.69321698e-02
1.84825764e-01 -2.20752136e-03]
[ 2.67421044e-02 -1.00511940e-01 2.18342014e-01 -2.10273841e-01
3.77724629e-02 1.02974315e-01 -1.82862751e-02 -1.12523815e-01
4.27296595e-02 2.63210551e-01]]
[[ 0.48786858]
[ 1.27409173]
[ 0.23692686]
[ 0.71335681]
[-2.30131393]
[-0.27258645]
[-1.42085845]
[ 0.01518409]
[ 0.56265255]
[ 0.75917503]]
Progress: 15.2% ... Training loss: 0.329 ... Validation loss: 0.539[[ 1.57370167e-01 2.45717691e-01 -1.15392764e-01 1.01287439e-01
-5.27383819e-01 -6.75200471e-02 -8.01379430e-02 1.24178566e-01
-8.66458447e-02 1.97065213e-01]
[ 1.58126631e-02 1.72158311e-01 -1.96666312e-02 4.01346847e-02
9.56573060e-02 -5.89910433e-03 2.96454266e-01 4.12939838e-02
1.39007460e-01 -2.79931727e-02]
[ 1.96631850e-01 4.11349170e-01 3.13342315e-02 1.11662856e-01
5.90108699e-02 -6.12471020e-02 -5.07795504e-01 -3.31129898e-02
1.04812330e-01 3.52370693e-01]
[ -2.93488827e-02 -3.15909308e-01 -2.44032181e-01 1.00066187e-02
3.06072085e-02 1.69287846e-01 1.46558905e-01 5.56440452e-02
1.03781625e-02 7.73196583e-02]
[ -2.77854285e-03 1.88343514e-01 -1.47230433e-01 4.05428727e-02
9.95751679e-02 -1.78236430e-01 2.10410309e-02 -1.20286062e-01
-1.89950004e-01 2.79600506e-02]
[ -3.45102422e-01 -2.96711117e-01 -2.85190251e-01 1.51679013e-01
1.36522950e-01 4.72558562e-02 -1.99775634e-03 -3.50960472e-02
-3.09274355e-03 3.64079797e-02]
[ -4.51910617e-03 -1.45216597e-01 9.28600152e-03 9.51982621e-02
-4.64467127e-02 -7.16948515e-02 1.66784785e-01 -1.89285867e-01
1.82001863e-01 3.75679759e-02]
[ 1.12024652e-01 -2.11256480e-01 3.13916022e-02 -7.15591848e-02
1.63123856e-01 -4.23909458e-02 5.32701035e-02 1.22845081e-01
6.58763527e-02 -2.21243647e-02]
[ -1.57317208e-01 -3.43429292e-02 -3.00339143e-01 -3.71299540e-03
-7.27544671e-02 6.39343772e-02 -2.59114618e-01 -2.69738160e-02
2.71983648e-01 -1.02721402e-01]
[ 6.48093028e-02 -2.14100363e-01 8.97106823e-02 2.92003052e-02
1.38489017e-01 -1.06645806e-01 2.42486326e-02 -9.79858147e-02
2.18795901e-04 1.42672868e-01]
[ -7.48355569e-02 1.12842596e-01 -1.33678231e-04 -1.53952147e-01
2.34134868e-02 2.32993770e-02 6.48419853e-02 -1.01933618e-01
-1.99659255e-02 -1.20573740e-01]
[ -9.23650706e-02 7.33686606e-03 -6.23926792e-02 1.14883901e-02
2.89253723e-01 9.39871615e-02 -3.96167813e-02 -1.47278614e-02
-1.51719102e-01 -1.83090363e-01]
[ -1.55679437e-01 7.00919628e-03 6.25877936e-02 2.36349664e-02
-1.76939229e-01 -2.20429302e-01 -1.81610044e-01 -1.96915431e-01
8.86559710e-02 1.76257777e-01]
[ -2.12655321e-01 -1.34399835e-01 1.21216148e-01 2.74727029e-01
-1.38422383e-01 -8.46993893e-02 -1.31101941e-01 -2.54884366e-01
-2.04903906e-01 1.16486038e-02]
[ 1.18342303e-01 -4.04804404e-02 -1.73642618e-02 1.18307392e-01
-1.89202308e-02 -8.38688838e-02 1.01769900e-01 4.35984939e-03
3.18012504e-02 2.40409032e-02]
[ 3.38850201e-02 -3.94154791e-02 -2.12853691e-01 1.42090774e-01
-4.50283032e-02 9.01469204e-02 -8.59393252e-02 -2.01139887e-02
-9.91855843e-02 -8.07391685e-03]
[ -1.28516089e-01 -6.13632587e-02 -2.07063408e-01 1.46299712e-01
2.56310499e-03 1.37912854e-01 1.83986992e-02 -2.50487217e-01
5.94375850e-02 -2.10328709e-01]
[ -6.96802435e-02 -2.85411805e-02 2.76521898e-01 9.96681879e-02
1.14905198e-01 -6.24721819e-02 -1.34752192e-01 1.20956094e-01
6.97821266e-02 3.42223805e-02]
[ 4.18723241e-02 -3.31210429e-02 8.23361280e-02 7.45681320e-02
1.28007987e-01 -1.36331645e-02 2.78376111e-01 1.20312497e-01
-4.80827365e-02 -7.87085668e-02]
[ 1.88880222e-03 -1.62077532e-01 -2.92780812e-01 -5.55859304e-02
2.51390856e-01 -8.78968026e-02 1.86086206e-01 1.64376167e-01
1.01194614e-01 -3.68645003e-02]
[ 4.62018279e-02 -6.48184160e-04 -1.21734368e-01 3.31949198e-02
-5.92153114e-02 3.28630274e-01 2.63071886e-01 2.05332162e-01
-1.73526718e-01 -6.50542591e-02]
[ 2.01331992e-02 2.00576097e-02 1.29262247e-01 1.28055021e-01
-7.90443597e-02 9.84901742e-02 -2.09215167e-01 -3.98964418e-02
2.25038874e-01 1.04044875e-01]
[ 1.01553249e-01 6.54070073e-02 -5.22286186e-02 -1.13454453e-01
-7.82209136e-02 -3.26378059e-01 1.19480243e-01 8.35672602e-03
1.33601250e-01 7.99975930e-02]
[ -9.68137059e-02 2.27512864e-02 -1.47850397e-02 2.44124892e-02
3.80921299e-03 -2.03305768e-01 -9.65158542e-02 -1.95433955e-02
1.54113431e-02 1.31091461e-01]
[ -1.31178767e-01 -2.18856438e-02 -1.91272449e-01 1.38971212e-02
-3.04199499e-01 -1.06096885e-02 -5.46292207e-02 -2.25333004e-02
1.71245866e-02 8.27434324e-02]
[ -1.01977252e-02 -4.63149714e-03 -6.50592839e-02 -1.00502062e-01
4.45350114e-01 2.66710137e-01 4.73362177e-01 1.14463064e-01
-1.60639942e-01 -3.42079615e-01]
[ 8.36731862e-03 -2.78982445e-01 -1.75861688e-02 -3.89878633e-02
5.55573908e-01 8.94041687e-02 4.18798856e-01 9.31473361e-02
5.45979012e-02 -3.41094430e-01]
[ 2.84614798e-02 -3.47851670e-01 -3.46786464e-02 -8.42840383e-02
6.03235438e-01 1.58023697e-02 4.03690795e-01 4.98324556e-02
-3.43919643e-01 -1.90163005e-01]
[ -1.35848337e-01 -4.75498331e-01 6.13653040e-03 -1.58892522e-01
6.31478707e-01 -1.04976078e-01 5.02937000e-01 -8.02113919e-02
-3.37616069e-02 1.22903824e-01]
[ -2.62375305e-01 -2.94176063e-01 6.70655667e-02 -1.55315491e-02
8.24304449e-01 1.31639596e-01 3.17351988e-01 4.94661168e-02
-6.42308928e-02 -1.02354631e-01]
[ -1.55592964e-01 -1.55084526e-01 2.71663267e-01 -1.81582272e-01
4.73577439e-01 -6.49036421e-02 5.37821156e-01 1.64093387e-02
-2.08034572e-01 3.30108826e-02]
[ -9.45546674e-02 -1.20819642e-01 -1.64676128e-01 -5.50250099e-02
3.46179882e-01 -2.45297954e-01 7.37803915e-02 1.71650695e-01
2.55274470e-02 -7.16685080e-02]
[ 1.25707854e-01 2.61975606e-01 1.70295241e-01 -7.15354677e-02
-1.36923507e-01 4.33904867e-02 -1.76408910e-01 2.84887907e-01
8.84990036e-02 1.91595817e-01]
[ 3.40613034e-01 2.87152061e-01 -8.76968024e-02 3.07114307e-01
-8.89691048e-01 -2.84900327e-01 -4.47118794e-01 1.77494674e-01
3.70950668e-01 -5.34545906e-02]
[ 5.74192559e-02 1.71254340e-01 2.57389610e-01 2.66341447e-01
-1.03515942e-01 -2.00217808e-01 -2.05305988e-01 -1.32002498e-01
-1.28091346e-01 -2.70735477e-01]
[ 3.53057476e-02 -1.98277102e-02 -1.12440373e-01 -3.70346993e-02
2.02021713e-01 3.62116756e-02 -3.93773351e-02 -1.83424827e-01
4.80117427e-02 2.25924174e-01]
[ -1.08130767e-02 -8.25614002e-02 -7.17404012e-02 -6.74535273e-02
4.03921646e-02 -1.68905421e-01 1.20204626e-01 9.64205643e-03
2.51883469e-02 -7.35300794e-03]
[ 2.23026549e-02 4.68205144e-02 2.42318909e-01 6.53172876e-02
-1.98456814e-01 -1.30324120e-01 1.35898369e-01 3.96508673e-02
-1.92850050e-01 1.02602607e-01]
[ 4.94910970e-02 -2.85930684e-02 9.79349036e-02 -2.43141359e-02
-1.38523231e-01 8.14462799e-02 1.30425859e-01 -2.71764224e-01
-4.14688846e-02 -1.19733725e-01]
[ -3.24431896e-02 2.92982822e-02 7.50620002e-02 -5.98507535e-02
6.26010737e-02 1.92449626e-01 1.58377325e-01 1.17480814e-01
-4.39597636e-02 1.47229158e-01]
[ 2.10114697e-01 3.15258914e-02 2.38361506e-02 6.62148326e-02
1.05161786e-01 -1.62019208e-02 -1.23399943e-01 1.47717382e-01
-6.61713259e-02 -3.31714198e-02]
[ 1.44641161e-02 -9.06272272e-02 3.89214240e-03 1.10470830e-03
-2.83826023e-01 -1.09091399e-01 -1.30543916e-01 3.96768965e-02
9.01670572e-02 1.57438305e-01]
[ -1.07643545e-02 4.57670364e-01 9.44445608e-02 3.36536717e-01
-8.71765102e-01 -2.82654621e-01 -5.42296026e-01 -7.61257035e-02
2.24075633e-01 2.63594652e-01]
[ 1.39858432e-01 4.56536628e-01 4.21575106e-02 3.58093760e-01
-6.61022904e-01 -6.23642259e-02 -3.70968476e-01 1.48392797e-01
1.52777239e-01 4.39548923e-01]
[ 2.49284919e-01 2.70160900e-01 2.39635979e-01 1.24016985e-01
-3.40035635e-01 8.80978847e-02 -1.77721837e-01 1.62076861e-01
2.22169937e-01 5.86144922e-02]
[ -8.07190873e-02 1.95792853e-01 2.38072729e-01 3.97551691e-03
9.05801556e-04 1.35341064e-01 -7.45710456e-02 -1.54703877e-02
-4.29399734e-02 3.99162333e-02]
[ -1.00225844e-01 -1.51079966e-02 2.37317250e-02 8.74584482e-02
-3.49080863e-02 1.18396912e-01 2.67050800e-01 2.02358598e-02
-2.79241565e-01 -9.84592179e-02]
[ -2.12141578e-01 1.38834382e-03 -8.96127252e-02 -3.34500216e-01
1.49472276e-01 1.16743221e-01 8.01763587e-02 1.04081021e-01
-2.00317987e-01 4.21647249e-02]
[ 3.11000735e-02 -3.08910071e-01 -1.17000752e-01 -1.32458277e-01
2.80001071e-01 1.63012715e-02 1.09752491e-01 1.53997881e-01
-1.42126625e-01 -1.88834983e-01]
[ 1.54941723e-01 -1.25081464e-01 -1.35435047e-01 5.43690623e-03
1.20786939e-01 -6.45079735e-02 -4.15600102e-02 -1.48019833e-01
1.38785246e-01 -9.33305361e-02]
[ -1.24058913e-01 1.55097324e-01 2.55006262e-01 -3.22051336e-02
1.86149144e-01 9.23718481e-02 -1.17625237e-02 -2.98895501e-01
-1.30502132e-01 -6.68365820e-02]
[ -3.50811588e-01 1.05385842e-01 1.07762816e-02 -2.89395554e-02
1.23009135e-01 -1.68904589e-01 -5.09836633e-02 2.35219067e-01
-9.42040550e-02 8.14716639e-02]
[ 1.43721002e-01 1.04751709e-01 -2.42463030e-01 -1.03662768e-01
1.33119014e-01 -2.87398152e-01 1.63543666e-02 -1.68059718e-01
-1.26565480e-02 -1.97771969e-01]
[ 2.05975470e-01 -1.46532661e-01 5.84822041e-02 -3.11831257e-02
7.03545080e-02 -2.80395151e-02 -7.47310286e-03 -1.37129101e-01
1.03784336e-01 -1.85988553e-01]
[ -1.04280118e-01 -2.18315271e-02 1.20478760e-01 1.09005901e-01
1.97216119e-02 -1.11307147e-01 2.31861814e-01 -7.69386947e-02
1.84631601e-01 -2.44604918e-03]
[ 2.61829476e-02 -1.01867757e-01 2.18104047e-01 -2.11019078e-01
3.98399335e-02 1.03282770e-01 -1.66609546e-02 -1.12538707e-01
4.21459697e-02 2.62395580e-01]]
[[ 0.48625664]
[ 1.27426208]
[ 0.23505 ]
[ 0.71223399]
[-2.30664723]
[-0.27403693]
[-1.42393373]
[ 0.01532186]
[ 0.56177998]
[ 0.75906142]]
Progress: 15.2% ... Training loss: 0.329 ... Validation loss: 0.539[[ 1.57181786e-01 2.45301136e-01 -1.15505054e-01 1.00953163e-01
-5.25452271e-01 -6.74177334e-02 -7.96647831e-02 1.24174151e-01
-8.67900430e-02 1.96638321e-01]
[ 1.58064658e-02 1.72189654e-01 -1.96614773e-02 4.01444960e-02
9.56645486e-02 -5.90189367e-03 2.96513324e-01 4.12939517e-02
1.39001633e-01 -2.79733826e-02]
[ 1.97221614e-01 4.12968157e-01 3.15505295e-02 1.12451706e-01
5.50262899e-02 -6.14732034e-02 -5.09919939e-01 -3.30946968e-02
1.05450923e-01 3.52880600e-01]
[ -2.94043337e-02 -3.15457156e-01 -2.44083468e-01 9.97663579e-03
3.12230792e-02 1.69262268e-01 1.46682061e-01 5.56431516e-02
1.02411243e-02 7.76548770e-02]
[ -6.15022862e-05 1.94406684e-01 -1.45931877e-01 4.43621316e-02
8.71717692e-02 -1.79640898e-01 1.37997668e-02 -1.20202409e-01
-1.86725563e-01 3.17851551e-02]
[ -3.45480821e-01 -2.98015918e-01 -2.85372277e-01 1.51119148e-01
1.38684280e-01 4.74474323e-02 -4.59126904e-04 -3.51083368e-02
-3.47105057e-03 3.57136083e-02]
[ -3.84528177e-03 -1.43500608e-01 9.58602805e-03 9.61368069e-02
-4.92327169e-02 -7.20526055e-02 1.64826731e-01 -1.89261926e-01
1.82813442e-01 3.84578058e-02]
[ 1.12002357e-01 -2.11356259e-01 3.13758717e-02 -7.15770378e-02
1.62897833e-01 -4.23786450e-02 5.33666253e-02 1.22844922e-01
6.58889514e-02 -2.22720279e-02]
[ -1.57311153e-01 -3.43570514e-02 -3.00310773e-01 -3.67460914e-03
-7.28172201e-02 6.39394219e-02 -2.59045743e-01 -2.69735198e-02
2.72008608e-01 -1.02704273e-01]
[ 6.56376637e-02 -2.12511011e-01 9.01129151e-02 3.03413695e-02
1.35062082e-01 -1.07067799e-01 2.24315566e-02 -9.79587725e-02
1.24626909e-03 1.43578461e-01]
[ -7.57993177e-02 1.10343175e-01 -5.84087125e-04 -1.55352062e-01
2.76769674e-02 2.38325252e-02 6.77055181e-02 -1.01962843e-01
-2.10430957e-02 -1.22092934e-01]
[ -9.19504844e-02 8.54422249e-03 -6.22138625e-02 1.21464534e-02
2.87503728e-01 9.37271731e-02 -4.09172662e-02 -1.47138901e-02
-1.51198575e-01 -1.82411838e-01]
[ -1.55679437e-01 7.00919628e-03 6.25877936e-02 2.36349664e-02
-1.76939229e-01 -2.20429302e-01 -1.81610044e-01 -1.96915431e-01
8.86559710e-02 1.76257777e-01]
[ -2.12819899e-01 -1.35120060e-01 1.21126543e-01 2.74439908e-01
-1.37339798e-01 -8.46058091e-02 -1.30395705e-01 -2.54890081e-01
-2.05069727e-01 1.13348504e-02]
[ 1.18293172e-01 -4.07047559e-02 -1.73928838e-02 1.18265736e-01
-1.85400535e-02 -8.38488029e-02 1.02064506e-01 4.35856849e-03
3.17644342e-02 2.39581892e-02]
[ 3.38223415e-02 -3.93046471e-02 -2.12876804e-01 1.42010133e-01
-4.46215591e-02 9.01508195e-02 -8.58590553e-02 -2.01149821e-02
-9.92213796e-02 -8.16468912e-03]
[ -1.28708257e-01 -6.17240457e-02 -2.07139065e-01 1.45999336e-01
3.97963831e-03 1.38018561e-01 1.89381413e-02 -2.50491929e-01
5.92197163e-02 -2.10618182e-01]
[ -6.90908702e-02 -2.72589149e-02 2.76788424e-01 1.00454038e-01
1.12117621e-01 -6.27513210e-02 -1.36224718e-01 1.20974156e-01
7.04488465e-02 3.50195430e-02]
[ 4.20397667e-02 -3.27778502e-02 8.23997813e-02 7.48561017e-02
1.26901691e-01 -1.37304363e-02 2.77789380e-01 1.20318395e-01
-4.78716669e-02 -7.85486943e-02]
[ 1.96193441e-03 -1.61910037e-01 -2.92747136e-01 -5.54558010e-02
2.50695369e-01 -8.79468421e-02 1.85843015e-01 1.64379107e-01
1.01328700e-01 -3.68482215e-02]
[ 4.60478785e-02 -1.06809981e-03 -1.21818483e-01 3.29340414e-02
-5.83712163e-02 3.28725996e-01 2.63569191e-01 2.05326670e-01
-1.73725545e-01 -6.53145286e-02]
[ 2.01345487e-02 2.00832499e-02 1.29272575e-01 1.28074393e-01
-7.91089628e-02 9.84811024e-02 -2.09148094e-01 -3.98959955e-02
2.25052415e-01 1.04042430e-01]
[ 1.01509872e-01 6.52560569e-02 -5.22318876e-02 -1.13494362e-01
-7.81135156e-02 -3.26339737e-01 1.19611063e-01 8.35541287e-03
1.33546145e-01 7.99438346e-02]
[ -9.67902521e-02 2.27761601e-02 -1.47703602e-02 2.44504859e-02
3.67106629e-03 -2.03320851e-01 -9.65570647e-02 -1.95426180e-02
1.54555709e-02 1.31130062e-01]
[ -1.31088451e-01 -2.16664600e-02 -1.91226289e-01 1.40455981e-02
-3.04558373e-01 -1.06652272e-02 -5.48553419e-02 -2.25301292e-02
1.72360056e-02 8.28896281e-02]
[ -1.03618915e-02 -5.03644619e-03 -6.51437409e-02 -1.00754546e-01
4.46165279e-01 2.66805898e-01 4.73870940e-01 1.14457556e-01
-1.60838777e-01 -3.42354792e-01]
[ 8.51181067e-03 -2.78879759e-01 -1.75067189e-02 -3.87321803e-02
5.54878513e-01 8.93012429e-02 4.18571243e-01 9.31526983e-02
5.48004584e-02 -3.40885865e-01]
[ 2.83018105e-02 -3.48265983e-01 -3.47518100e-02 -8.45181030e-02
6.03846186e-01 1.58898003e-02 4.04126626e-01 4.98274532e-02
-3.44101767e-01 -1.90413610e-01]
[ -1.36138361e-01 -4.76151720e-01 5.99915549e-03 -1.59326083e-01
6.32736941e-01 -1.04816451e-01 5.03732917e-01 -8.02206806e-02
-3.41038448e-02 1.22449153e-01]
[ -2.62359144e-01 -2.94143563e-01 6.70744294e-02 -1.55016121e-02
8.24209772e-01 1.31628390e-01 3.17304473e-01 4.94667750e-02
-6.42064248e-02 -1.02324726e-01]
[ -1.55789836e-01 -1.55889290e-01 2.71563376e-01 -1.81875635e-01
4.74482391e-01 -6.48008431e-02 5.38574088e-01 1.64028533e-02
-2.08252733e-01 3.26854228e-02]
[ -9.50183527e-02 -1.22056583e-01 -1.64908669e-01 -5.57368835e-02
3.48408507e-01 -2.45033332e-01 7.51517643e-02 1.71636026e-01
2.49795225e-02 -7.23468046e-02]
[ 1.25636416e-01 2.61886385e-01 1.70266133e-01 -7.16376648e-02
-1.36612936e-01 4.34284585e-02 -1.76234172e-01 2.84885668e-01
8.84014658e-02 1.91457599e-01]
[ 3.41346070e-01 2.89194557e-01 -8.73535364e-02 3.08177929e-01
-8.92312382e-01 -2.85321383e-01 -4.49400621e-01 1.77518700e-01
3.71814202e-01 -5.22590202e-02]
[ 5.73859146e-02 1.71164141e-01 2.57373837e-01 2.66291688e-01
-1.03378548e-01 -2.00197761e-01 -2.05233862e-01 -1.32003787e-01
-1.28125275e-01 -2.70783390e-01]
[ 3.47845433e-02 -2.12444498e-02 -1.12685814e-01 -3.78151614e-02
2.04421482e-01 3.65103947e-02 -3.78331348e-02 -1.83440881e-01
4.74093411e-02 2.25125593e-01]
[ -1.09460756e-02 -8.28901506e-02 -7.18157350e-02 -6.76791034e-02
4.11537154e-02 -1.68831427e-01 1.20600179e-01 9.63709427e-03
2.50223102e-02 -7.61630232e-03]
[ 2.26889912e-02 4.77555788e-02 2.42503174e-01 6.59383408e-02
-2.00407747e-01 -1.30541512e-01 1.34751944e-01 3.96641730e-02
-1.92354103e-01 1.03135249e-01]
[ 4.96291755e-02 -2.82379621e-02 9.79999265e-02 -2.41188407e-02
-1.39141022e-01 8.13751228e-02 1.30032208e-01 -2.71760744e-01
-4.13257928e-02 -1.19528659e-01]
[ -3.24599801e-02 2.92983861e-02 7.50632491e-02 -5.98285976e-02
6.25303086e-02 1.92443886e-01 1.58464908e-01 1.17481454e-01
-4.39488445e-02 1.47122646e-01]
[ 2.10336250e-01 3.21419510e-02 2.39430897e-02 6.65813552e-02
1.04044200e-01 -1.63481819e-02 -1.24114027e-01 1.47724749e-01
-6.58770692e-02 -3.28284234e-02]
[ 1.49734572e-02 -8.93134012e-02 4.13322301e-03 1.87865839e-03
-2.86271764e-01 -1.09364298e-01 -1.31963756e-01 3.96933307e-02
9.07336219e-02 1.58196016e-01]
[ -1.03011058e-02 4.58795994e-01 9.46736316e-02 3.37173057e-01
-8.73839340e-01 -2.82870829e-01 -5.43510364e-01 -7.61107692e-02
2.24623198e-01 2.64246075e-01]
[ 1.39870361e-01 4.56422432e-01 4.21584048e-02 3.58054394e-01
-6.61243649e-01 -6.23490264e-02 -3.70896459e-01 1.48392904e-01
1.52804933e-01 4.39514415e-01]
[ 2.49273643e-01 2.70223154e-01 2.39628874e-01 1.23985011e-01
-3.39891962e-01 8.81033009e-02 -1.77674081e-01 1.62076370e-01
2.22157959e-01 5.86082245e-02]
[ -8.05105283e-02 1.96341037e-01 2.38178049e-01 4.29897017e-03
-8.54220425e-05 1.35215886e-01 -7.50966957e-02 -1.54633959e-02
-4.26952098e-02 4.02461641e-02]
[ -1.00133867e-01 -1.48439045e-02 2.37787762e-02 8.76081831e-02
-3.52999102e-02 1.18342564e-01 2.66783212e-01 2.02389662e-02
-2.79130610e-01 -9.83191291e-02]
[ -2.12437940e-01 5.80207537e-04 -8.97639149e-02 -3.34962046e-01
1.50941994e-01 1.16917786e-01 8.11020487e-02 1.04071527e-01
-2.00655932e-01 4.16730106e-02]
[ 3.08123775e-02 -3.09649186e-01 -1.17131206e-01 -1.32880299e-01
2.81339474e-01 1.64606539e-02 1.10552511e-01 1.53988740e-01
-1.42449002e-01 -1.89292737e-01]
[ 1.54493919e-01 -1.26254807e-01 -1.35631705e-01 4.83576439e-03
1.22884311e-01 -6.42620855e-02 -4.00888474e-02 -1.48033359e-01
1.38307825e-01 -9.40288891e-02]
[ -1.23904873e-01 1.55395515e-01 2.55076311e-01 -3.19989678e-02
1.85368007e-01 9.22903651e-02 -1.20564482e-02 -2.98891181e-01
-1.30328554e-01 -6.66208493e-02]
[ -3.51065220e-01 1.04553982e-01 1.06413338e-02 -2.94228820e-02
1.24413827e-01 -1.68720488e-01 -5.00035906e-02 2.35210340e-01
-9.44946814e-02 8.09504564e-02]
[ 1.43892951e-01 1.05292016e-01 -2.42395882e-01 -1.03371795e-01
1.32406412e-01 -2.87539989e-01 1.58199013e-02 -1.68052589e-01
-1.24200633e-02 -1.97461076e-01]
[ 2.05884462e-01 -1.46777790e-01 5.84493733e-02 -3.13740542e-02
7.13874996e-02 -2.79754686e-02 -7.19219468e-03 -1.37131617e-01
1.03673702e-01 -1.86134402e-01]
[ -1.04175356e-01 -2.16833599e-02 1.20538438e-01 1.09157848e-01
1.90549357e-02 -1.11373272e-01 2.31616690e-01 -7.69350119e-02
1.84750067e-01 -2.35295417e-03]
[ 2.68238258e-02 -1.00306802e-01 2.18402249e-01 -2.09993554e-01
3.65518441e-02 1.02929346e-01 -1.85736120e-02 -1.12517280e-01
4.29669523e-02 2.63206193e-01]]
[[ 0.48944748]
[ 1.27846787]
[ 0.23770661]
[ 0.71576415]
[-2.30770289]
[-0.27436625]
[-1.42481023]
[ 0.01607575]
[ 0.56387056]
[ 0.76211389]]
Progress: 15.3% ... Training loss: 0.328 ... Validation loss: 0.535[[ 1.55937242e-01 2.41455736e-01 -1.16053542e-01 9.93504816e-02
-5.20848781e-01 -6.67524270e-02 -7.57674646e-02 1.24139042e-01
-8.80824133e-02 1.94647230e-01]
[ 1.58742501e-02 1.72265153e-01 -1.96308529e-02 4.02301029e-02
9.53324751e-02 -5.93465917e-03 2.96355538e-01 4.12960073e-02
1.39087282e-01 -2.79240246e-02]
[ 2.00512645e-01 4.21174161e-01 3.31872545e-02 1.17036043e-01
4.15471840e-02 -6.31115107e-02 -5.19523855e-01 -3.29870001e-02
1.09095084e-01 3.57874621e-01]
[ -2.72703033e-02 -3.09343634e-01 -2.43123436e-01 1.27197465e-02
2.37101102e-02 1.68299841e-01 1.39885563e-01 5.57002641e-02
1.24575652e-02 8.14446360e-02]
[ -2.93554342e-03 1.85874501e-01 -1.47448075e-01 4.01658059e-02
1.00146373e-01 -1.78282101e-01 2.31487349e-02 -1.20286275e-01
-1.89998863e-01 2.67659670e-02]
[ -3.47804802e-01 -3.04251441e-01 -2.86529661e-01 1.47985254e-01
1.48170074e-01 4.85679019e-02 6.53020585e-03 -3.51803004e-02
-6.13193763e-03 3.20591612e-02]
[ -4.32772500e-03 -1.44475591e-01 9.39992845e-03 9.54600236e-02
-4.64598165e-02 -7.18204278e-02 1.66011333e-01 -1.89272196e-01
1.82260601e-01 3.77879864e-02]
[ 1.12802672e-01 -2.10081150e-01 3.17692602e-02 -7.03676722e-02
1.59031339e-01 -4.27782428e-02 5.14585114e-02 1.22874053e-01
6.68651068e-02 -2.10639198e-02]
[ -1.59195308e-01 -3.91766260e-02 -3.01182643e-01 -6.41365644e-03
-6.47701327e-02 6.49968441e-02 -2.53500620e-01 -2.70357845e-02
2.69983240e-01 -1.05622617e-01]
[ 6.29631937e-02 -2.19737910e-01 8.88857635e-02 2.67367929e-02
1.46777417e-01 -1.05719573e-01 3.09019931e-02 -9.80369279e-02
-1.65781221e-03 1.39347448e-01]
[ -7.68309145e-02 1.07447820e-01 -1.09218442e-03 -1.56839544e-01
3.19775160e-02 2.44182475e-02 7.06122311e-02 -1.01994700e-01
-2.22760458e-02 -1.23677539e-01]
[ -9.21346816e-02 7.91150510e-03 -6.23005786e-02 1.18981529e-02
2.87927132e-01 9.38036970e-02 -4.04834725e-02 -1.47192437e-02
-1.51324484e-01 -1.82630722e-01]
[ -1.55679437e-01 7.00919628e-03 6.25877936e-02 2.36349664e-02
-1.76939229e-01 -2.20429302e-01 -1.81610044e-01 -1.96915431e-01
8.86559710e-02 1.76257777e-01]
[ -2.13987236e-01 -1.38645907e-01 1.20528350e-01 2.72866574e-01
-1.32792948e-01 -8.40235822e-02 -1.26816070e-01 -2.54926338e-01
-2.06467643e-01 9.36231827e-03]
[ 1.17289537e-01 -4.29423959e-02 -1.78639278e-02 1.16912230e-01
-1.42037714e-02 -8.33871665e-02 1.04932151e-01 4.32778097e-03
3.06824818e-02 2.25205915e-02]
[ 3.40153651e-02 -3.86208939e-02 -2.12817537e-01 1.42297389e-01
-4.52144544e-02 9.00242971e-02 -8.65305071e-02 -2.01072914e-02
-9.89712853e-02 -7.81859769e-03]
[ -1.29278452e-01 -6.31339960e-02 -2.07404093e-01 1.45172338e-01
6.61399002e-03 1.38323354e-01 2.05524760e-02 -2.50508051e-01
5.85822667e-02 -2.11499764e-01]
[ -6.93841940e-02 -2.79260929e-02 2.76689687e-01 1.00045126e-01
1.13726267e-01 -6.25986403e-02 -1.35377466e-01 1.20966417e-01
7.00783924e-02 3.46107062e-02]
[ 4.31351309e-02 -3.06294894e-02 8.29621349e-02 7.65201557e-02
1.21599324e-01 -1.43292021e-02 2.74746814e-01 1.20357769e-01
-4.65338263e-02 -7.68851066e-02]
[ 2.19811311e-03 -1.61267198e-01 -2.92619174e-01 -5.50676444e-02
2.49670780e-01 -8.80855772e-02 1.85240437e-01 1.64386829e-01
1.01595947e-01 -3.63984282e-02]
[ 4.53149832e-02 -3.11362097e-03 -1.22209511e-01 3.17457737e-02
-5.47687579e-02 3.29173910e-01 2.65806785e-01 2.05300873e-01
-1.74635210e-01 -6.64818628e-02]
[ 2.03536021e-02 2.06877852e-02 1.29392868e-01 1.28454830e-01
-8.03791538e-02 9.83643865e-02 -2.09761848e-01 -3.98876248e-02
2.25359832e-01 1.04321904e-01]
[ 1.00360071e-01 6.21689782e-02 -5.27570253e-02 -1.15180556e-01
-7.30465442e-02 -3.25686204e-01 1.23034308e-01 8.31714543e-03
1.32292294e-01 7.81250292e-02]
[ -9.70633472e-02 2.20712554e-02 -1.49058796e-02 2.40497642e-02
4.98982880e-03 -2.03167601e-01 -9.57592174e-02 -1.95518098e-02
1.51407767e-02 1.30696042e-01]
[ -1.31532053e-01 -2.28228011e-02 -1.91433443e-01 1.34232682e-02
-3.03043365e-01 -1.04300512e-02 -5.34816012e-02 -2.25444931e-02
1.67765496e-02 8.22368864e-02]
[ -1.05464098e-02 -5.52421004e-03 -6.52289964e-02 -1.01021283e-01
4.47037142e-01 2.66904331e-01 4.74385711e-01 1.14451960e-01
-1.61051132e-01 -3.42641226e-01]
[ 8.49997915e-03 -2.78896871e-01 -1.75083969e-02 -3.87383435e-02
5.54860730e-01 8.93052611e-02 4.18616925e-01 9.31525448e-02
5.47998228e-02 -3.40901424e-01]
[ 2.80404277e-02 -3.48972008e-01 -3.48767466e-02 -8.48875195e-02
6.05081109e-01 1.60285139e-02 4.04939349e-01 4.98191098e-02
-3.44419359e-01 -1.90784699e-01]
[ -1.36606073e-01 -4.77186360e-01 5.76928944e-03 -1.60023815e-01
6.34939021e-01 -1.04550160e-01 5.05068825e-01 -8.02360903e-02
-3.46481264e-02 1.21738522e-01]
[ -2.62250474e-01 -2.94095350e-01 6.71478641e-02 -1.52776817e-02
8.23581269e-01 1.31545731e-01 3.17013268e-01 4.94718665e-02
-6.40384594e-02 -1.02125523e-01]
[ -1.55963184e-01 -1.56369145e-01 2.71469247e-01 -1.82158042e-01
4.75399177e-01 -6.47003958e-02 5.39107234e-01 1.63964511e-02
-2.08457207e-01 3.23839720e-02]
[ -9.49398338e-02 -1.21890831e-01 -1.64872706e-01 -5.56211990e-02
3.48065223e-01 -2.45076273e-01 7.49313132e-02 1.71638558e-01
2.50686740e-02 -7.22257359e-02]
[ 1.25153236e-01 2.60596460e-01 1.70037903e-01 -7.22954555e-02
-1.34339286e-01 4.36951317e-02 -1.74808058e-01 2.84870111e-01
8.78783084e-02 1.90784900e-01]
[ 3.41047819e-01 2.88583259e-01 -8.74855566e-02 3.07677627e-01
-8.91100586e-01 -2.85140951e-01 -4.48440065e-01 1.77508215e-01
3.71487480e-01 -5.26502500e-02]
[ 5.69079114e-02 1.69845283e-01 2.57154964e-01 2.65573534e-01
-1.01033273e-01 -1.99920265e-01 -2.03852445e-01 -1.32020288e-01
-1.28686311e-01 -2.71538413e-01]
[ 3.46750713e-02 -2.15243297e-02 -1.12736281e-01 -3.79793778e-02
2.04884346e-01 3.65698002e-02 -3.75317922e-02 -1.83444137e-01
4.72807008e-02 2.24960429e-01]
[ -1.06526309e-02 -8.21767478e-02 -7.16636329e-02 -6.72047236e-02
3.96413274e-02 -1.68984006e-01 1.19793295e-01 9.64738335e-03
2.53989811e-02 -7.23871568e-03]
[ 2.25443043e-02 4.74737099e-02 2.42437363e-01 6.57242495e-02
-1.99672737e-01 -1.30477076e-01 1.35185040e-01 3.96606075e-02
-1.92526182e-01 1.02919173e-01]
[ 4.95548859e-02 -2.84303597e-02 9.79736701e-02 -2.42322404e-02
-1.38770910e-01 8.14192571e-02 1.30250719e-01 -2.71762539e-01
-4.14126768e-02 -1.19643294e-01]
[ -3.25876792e-02 2.91449467e-02 7.50108571e-02 -5.99934984e-02
6.30163102e-02 1.92494949e-01 1.58825406e-01 1.17478569e-01
-4.40708415e-02 1.46930804e-01]
[ 2.10609327e-01 3.29534893e-02 2.40782357e-02 6.70288686e-02
1.02648752e-01 -1.65248741e-02 -1.24989277e-01 1.47734978e-01
-6.55387044e-02 -3.23245471e-02]
[ 1.49773081e-02 -8.92636818e-02 4.12968001e-03 1.86113968e-03
-2.86287310e-01 -1.09388812e-01 -1.32064446e-01 3.96931034e-02
9.07426585e-02 1.58206473e-01]
[ -1.15334972e-02 4.54998534e-01 9.40099417e-02 3.35430649e-01
-8.68709751e-01 -2.82185084e-01 -5.39533954e-01 -7.61500459e-02
2.23091370e-01 2.62048888e-01]
[ 1.39984368e-01 4.56245269e-01 4.22246514e-02 3.58264734e-01
-6.62185267e-01 -6.24280610e-02 -3.71057137e-01 1.48398821e-01
1.53025072e-01 4.39670785e-01]
[ 2.48744792e-01 2.68981040e-01 2.39373932e-01 1.23244470e-01
-3.37431866e-01 8.83635059e-02 -1.76168766e-01 1.62059456e-01
2.21552474e-01 5.78050483e-02]
[ -8.03225411e-02 1.96799792e-01 2.38290715e-01 4.62734360e-03
-1.09508833e-03 1.35114101e-01 -7.56112759e-02 -1.54558479e-02
-4.24443734e-02 4.05673630e-02]
[ -1.00387093e-01 -1.54462429e-02 2.36736416e-02 8.72708311e-02
-3.42769529e-02 1.18462345e-01 2.67475376e-01 2.02311422e-02
-2.79391123e-01 -9.86925443e-02]
[ -2.12343468e-01 7.89492272e-04 -8.97262388e-02 -3.34810967e-01
1.50490622e-01 1.16861270e-01 8.08242645e-02 1.04074980e-01
-2.00540920e-01 4.18225517e-02]
[ 3.05969270e-02 -3.10188686e-01 -1.17229181e-01 -1.33178829e-01
2.82371366e-01 1.65705726e-02 1.11113328e-01 1.53982503e-01
-1.42681438e-01 -1.89600931e-01]
[ 1.53004211e-01 -1.30069382e-01 -1.36314046e-01 2.88186094e-03
1.27593936e-01 -6.35229709e-02 -3.58958820e-02 -1.48078789e-01
1.36725520e-01 -9.62782156e-02]
[ -1.23900177e-01 1.54881432e-01 2.55126507e-01 -3.19291272e-02
1.84875936e-01 9.22696360e-02 -1.18693629e-02 -2.98885150e-01
-1.30212655e-01 -6.66778273e-02]
[ -3.51755614e-01 1.02824156e-01 1.03124880e-02 -3.04327572e-02
1.27726112e-01 -1.68339016e-01 -4.78718321e-02 2.35186835e-01
-9.53000790e-02 7.99248100e-02]
[ 1.44989571e-01 1.08268152e-01 -2.41826287e-01 -1.01618740e-01
1.27484911e-01 -2.88213093e-01 1.24586283e-02 -1.68011411e-01
-1.10883661e-02 -1.95575233e-01]
[ 2.05228175e-01 -1.48429437e-01 5.81353749e-02 -3.23793374e-02
7.47386439e-02 -2.75940941e-02 -5.34419292e-03 -1.37153455e-01
1.02888033e-01 -1.87209985e-01]
[ -1.04761430e-01 -2.33456114e-02 1.20224572e-01 1.08298067e-01
2.19920680e-02 -1.11086877e-01 2.33452403e-01 -7.69550959e-02
1.84007154e-01 -3.30886075e-03]
[ 2.52547100e-02 -1.04665527e-01 2.17599543e-01 -2.12327966e-01
4.40945171e-02 1.03845295e-01 -1.35969202e-02 -1.12568999e-01
4.11727001e-02 2.60649287e-01]]
[[ 0.4771495 ]
[ 1.26457304]
[ 0.22285494]
[ 0.69836733]
[-2.32013086]
[-0.28747899]
[-1.44130453]
[ 0.00333477]
[ 0.54837203]
[ 0.74660155]]
Progress: 15.3% ... Training loss: 0.341 ... Validation loss: 0.553[[ 1.57486860e-01 2.45082579e-01 -1.15392776e-01 1.01598473e-01
-5.27866683e-01 -6.76260260e-02 -8.00675852e-02 1.24149631e-01
-8.63489823e-02 1.96772564e-01]
[ 1.63307312e-02 1.73419329e-01 -1.94124559e-02 4.09062611e-02
9.33388865e-02 -6.21703328e-03 2.94981538e-01 4.12993568e-02
1.39595209e-01 -2.72171152e-02]
[ 2.01347961e-01 4.23882963e-01 3.34962029e-02 1.18014106e-01
3.80850537e-02 -6.35416250e-02 -5.22336136e-01 -3.29819598e-02
1.09803720e-01 3.58988133e-01]
[ -2.58779712e-02 -3.05985332e-01 -2.42546240e-01 1.46640205e-02
1.66225984e-02 1.67446708e-01 1.35827905e-01 5.57097456e-02
1.40326639e-02 8.34714020e-02]
[ -3.01963992e-03 1.85846310e-01 -1.47511183e-01 4.00078902e-02
1.00350371e-01 -1.78119865e-01 2.32714348e-02 -1.20287151e-01
-1.89965135e-01 2.65122620e-02]
[ -3.47597013e-01 -3.03848714e-01 -2.86401970e-01 1.48445787e-01
1.46687288e-01 4.83885266e-02 5.94047301e-03 -3.51781666e-02
-5.80928391e-03 3.25616504e-02]
[ -2.92967094e-03 -1.41217824e-01 1.00387507e-02 9.74774699e-02
-5.24011873e-02 -7.26161436e-02 1.62340588e-01 -1.89262543e-01
1.83864540e-01 3.99152786e-02]
[ 1.14822089e-01 -2.04920425e-01 3.26653094e-02 -6.73320340e-02
1.48629831e-01 -4.40220994e-02 4.53272412e-02 1.22888608e-01
6.91278757e-02 -1.78803744e-02]
[ -1.58517605e-01 -3.77217297e-02 -3.00872238e-01 -5.42673258e-03
-6.76993226e-02 6.46230681e-02 -2.55182787e-01 -2.70312607e-02
2.70745292e-01 -1.04701573e-01]
[ 6.57335941e-02 -2.13332353e-01 9.01633076e-02 3.09362463e-02
1.33522966e-01 -1.07370602e-01 2.31150873e-02 -9.80174825e-02
1.51052951e-03 1.43524637e-01]
[ -7.54948039e-02 1.10760130e-01 -4.78859779e-04 -1.54863229e-01
2.56251366e-02 2.36107618e-02 6.70450439e-02 -1.01984798e-01
-2.07554774e-02 -1.21540324e-01]
[ -9.19382302e-02 8.46975315e-03 -6.22184794e-02 1.22229273e-02
2.86779107e-01 9.36694874e-02 -4.12032938e-02 -1.47177275e-02
-1.51061981e-01 -1.82210755e-01]
[ -1.55679437e-01 7.00919628e-03 6.25877936e-02 2.36349664e-02
-1.76939229e-01 -2.20429302e-01 -1.81610044e-01 -1.96915431e-01
8.86559710e-02 1.76257777e-01]
[ -2.14211042e-01 -1.39223651e-01 1.20423445e-01 2.72555855e-01
-1.31786311e-01 -8.38891901e-02 -1.26126440e-01 -2.54927880e-01
-2.06722264e-01 9.01517425e-03]
[ 1.17800757e-01 -4.16897931e-02 -1.76106273e-02 1.17714875e-01
-1.68636099e-02 -8.37169642e-02 1.03464658e-01 4.33151594e-03
3.13128314e-02 2.33756574e-02]
[ 3.43062311e-02 -3.79872525e-02 -2.12700031e-01 1.42781138e-01
-4.65748393e-02 8.98212781e-02 -8.73194840e-02 -2.01048023e-02
-9.86165389e-02 -7.30131832e-03]
[ -1.29015325e-01 -6.26534754e-02 -2.07283330e-01 1.45569139e-01
5.34831248e-03 1.38161072e-01 1.99210681e-02 -2.50506323e-01
5.89188414e-02 -2.11085586e-01]
[ -6.87373944e-02 -2.62772477e-02 2.77011478e-01 1.00965474e-01
1.11113115e-01 -6.29390994e-02 -1.37120481e-01 1.20970897e-01
7.07903277e-02 3.56045333e-02]
[ 4.36663492e-02 -2.94283105e-02 8.32263020e-02 7.73884389e-02
1.18773048e-01 -1.46509092e-02 2.73152003e-01 1.20361876e-01
-4.58495160e-02 -7.59577624e-02]
[ 3.30627922e-03 -1.58274225e-01 -2.92127675e-01 -5.34900614e-02
2.44604323e-01 -8.87719598e-02 1.81849607e-01 1.64394493e-01
1.02833636e-01 -3.48301781e-02]
[ 4.50569319e-02 -4.02931210e-03 -1.22370067e-01 3.13125779e-02
-5.39378578e-02 3.29352305e-01 2.66727382e-01 2.05298952e-01
-1.74967513e-01 -6.69475133e-02]
[ 2.06222865e-02 2.14797673e-02 1.29514147e-01 1.28906507e-01
-8.17666108e-02 9.81747375e-02 -2.10602728e-01 -3.98855790e-02
2.25609406e-01 1.04824684e-01]
[ 1.01146140e-01 6.40239473e-02 -5.23923486e-02 -1.14004589e-01
-7.65524739e-02 -3.26127343e-01 1.20876503e-01 8.32251263e-03
1.33174629e-01 7.93002522e-02]
[ -9.69467943e-02 2.23539039e-02 -1.48509111e-02 2.42154209e-02
4.43297922e-03 -2.03237509e-01 -9.60608402e-02 -1.95510108e-02
1.52734993e-02 1.30862704e-01]
[ -1.31269937e-01 -2.21926128e-02 -1.91304965e-01 1.38250158e-02
-3.04393736e-01 -1.05912187e-02 -5.42489018e-02 -2.25425791e-02
1.70946499e-02 8.26634423e-02]
[ -1.08362698e-02 -6.37515354e-03 -6.53760896e-02 -1.01477312e-01
4.48569328e-01 2.67087545e-01 4.75347330e-01 1.14449878e-01
-1.61403786e-01 -3.43131829e-01]
[ 8.47692729e-03 -2.78959578e-01 -1.75186065e-02 -3.87714745e-02
5.54948114e-01 8.93196064e-02 4.18697204e-01 9.31523978e-02
5.47741296e-02 -3.40940044e-01]
[ 2.76627650e-02 -3.50036927e-01 -3.50654849e-02 -8.54699339e-02
6.06963848e-01 1.62482788e-02 4.06173919e-01 4.98164061e-02
-3.44872525e-01 -1.91419420e-01]
[ -1.36720218e-01 -4.77562314e-01 5.72485189e-03 -1.60141027e-01
6.35418503e-01 -1.04500912e-01 5.05469488e-01 -8.02366509e-02
-3.47564283e-02 1.21647430e-01]
[ -2.62098087e-01 -2.93800874e-01 6.72212136e-02 -1.50438039e-02
8.22976093e-01 1.31451806e-01 3.16627070e-01 4.94729393e-02
-6.38574088e-02 -1.01883216e-01]
[ -1.56139683e-01 -1.56800570e-01 2.71398390e-01 -1.82428117e-01
4.76248067e-01 -6.45937985e-02 5.39655406e-01 1.63951980e-02
-2.08659379e-01 3.21178115e-02]
[ -9.49663556e-02 -1.22104254e-01 -1.64882368e-01 -5.56490917e-02
3.48182892e-01 -2.45065717e-01 7.50486753e-02 1.71638494e-01
2.50377285e-02 -7.22420244e-02]
[ 1.25536914e-01 2.61557346e-01 1.70215795e-01 -7.16853846e-02
-1.36338706e-01 4.34604428e-02 -1.76047564e-01 2.84872688e-01
8.83074086e-02 1.91291570e-01]
[ 3.40084043e-01 2.85866472e-01 -8.79744344e-02 3.06137186e-01
-8.86729945e-01 -2.84510183e-01 -4.45319437e-01 1.77501007e-01
3.70312085e-01 -5.41450893e-02]
[ 5.70531585e-02 1.70247586e-01 2.57228196e-01 2.65800850e-01
-1.01832042e-01 -2.00018800e-01 -2.04308175e-01 -1.32019112e-01
-1.28502362e-01 -2.71298134e-01]
[ 3.49393621e-02 -2.08777924e-02 -1.12620769e-01 -3.75939470e-02
2.03621887e-01 3.64265858e-02 -3.82505576e-02 -1.83442414e-01
4.75699511e-02 2.25365934e-01]
[ -9.98623296e-03 -8.04978196e-02 -7.13498644e-02 -6.62189609e-02
3.64043732e-02 -1.69374793e-01 1.17791531e-01 9.65209583e-03
2.61741233e-02 -6.24394177e-03]
[ 2.27591510e-02 4.80852943e-02 2.42538481e-01 6.60378937e-02
-2.00713949e-01 -1.30600476e-01 1.34528236e-01 3.96620039e-02
-1.92297555e-01 1.03259496e-01]
[ 4.96252862e-02 -2.81220090e-02 9.79965450e-02 -2.41635561e-02
-1.39039037e-01 8.13701509e-02 1.29940092e-01 -2.71762274e-01
-4.13786002e-02 -1.19502995e-01]
[ -3.25880477e-02 2.92876978e-02 7.49965734e-02 -5.99975578e-02
6.30626609e-02 1.92503556e-01 1.58817207e-01 1.17478494e-01
-4.40895220e-02 1.47040171e-01]
[ 2.11239436e-01 3.47757648e-02 2.43749670e-02 6.80279123e-02
9.93164274e-02 -1.69382909e-02 -1.27032201e-01 1.47739626e-01
-6.47635202e-02 -3.12137444e-02]
[ 1.57002304e-02 -8.73048576e-02 4.45738639e-03 2.96650977e-03
-2.89905759e-01 -1.09834425e-01 -1.34225446e-01 3.96984056e-02
9.15729725e-02 1.59212025e-01]
[ -1.06637236e-02 4.56878076e-01 9.44104213e-02 3.36679319e-01
-8.72042254e-01 -2.82643423e-01 -5.41707893e-01 -7.61440789e-02
2.24042991e-01 2.63335859e-01]
[ 1.40557688e-01 4.57728137e-01 4.25118294e-02 3.59150478e-01
-6.64844209e-01 -6.28025653e-02 -3.72579885e-01 1.48403177e-01
1.53715208e-01 4.40428673e-01]
[ 2.49249640e-01 2.70117694e-01 2.39623647e-01 1.24118504e-01
-3.40321756e-01 8.80551371e-02 -1.77664941e-01 1.62063513e-01
2.22210842e-01 5.86830796e-02]
[ -8.01038095e-02 1.97327440e-01 2.38391637e-01 4.94755573e-03
-2.16811856e-03 1.34983524e-01 -7.63732084e-02 -1.54543591e-02
-4.22014756e-02 4.09319373e-02]
[ -9.99561115e-02 -1.42988106e-02 2.38651850e-02 8.78929596e-02
-3.63998461e-02 1.18201483e-01 2.66161808e-01 2.02340439e-02
-2.78896192e-01 -9.80469648e-02]
[ -2.11723530e-01 2.33165393e-03 -8.94222837e-02 -3.33878838e-01
1.47579995e-01 1.16462047e-01 7.89736448e-02 1.04079631e-01
-1.99774785e-01 4.28294919e-02]
[ 3.04039023e-02 -3.10739635e-01 -1.17318032e-01 -1.33459150e-01
2.83401947e-01 1.66793094e-02 1.11676618e-01 1.53981166e-01
-1.42893801e-01 -1.89870099e-01]
[ 1.54220576e-01 -1.26940927e-01 -1.35746824e-01 4.82639488e-03
1.21160013e-01 -6.42758925e-02 -3.95269959e-02 -1.48069799e-01
1.38234759e-01 -9.42919888e-02]
[ -1.22879594e-01 1.57312628e-01 2.55606261e-01 -3.04097251e-02
1.79994988e-01 9.16378346e-02 -1.48285936e-02 -2.98877698e-01
-1.29052041e-01 -6.51195792e-02]
[ -3.51307531e-01 1.03996785e-01 1.05400115e-02 -2.96570982e-02
1.25248655e-01 -1.68660577e-01 -4.93467225e-02 2.35190359e-01
-9.46956310e-02 8.07615941e-02]
[ 1.45522241e-01 1.09330323e-01 -2.41568529e-01 -1.00803465e-01
1.25152206e-01 -2.88519107e-01 1.10848140e-02 -1.68007291e-01
-1.04429282e-02 -1.94691300e-01]
[ 2.05192501e-01 -1.48585864e-01 5.81005356e-02 -3.24473046e-02
7.49360220e-02 -2.75800884e-02 -5.05883858e-03 -1.37153691e-01
1.02785406e-01 -1.87241680e-01]
[ -1.04397118e-01 -2.23748705e-02 1.20391173e-01 1.08845204e-01
2.02913596e-02 -1.11315074e-01 2.32346150e-01 -7.69526873e-02
1.84385301e-01 -2.72749024e-03]
[ 2.60113315e-02 -1.02998177e-01 2.17908492e-01 -2.11361464e-01
4.09680260e-02 1.03479060e-01 -1.54108859e-02 -1.12564391e-01
4.19288547e-02 2.61568791e-01]]
[[ 0.49702304]
[ 1.28339234]
[ 0.24180958]
[ 0.71806979]
[-2.30115177]
[-0.27041391]
[-1.4229431 ]
[ 0.02159606]
[ 0.56969779]
[ 0.76923908]]
Progress: 15.4% ... Training loss: 0.329 ... Validation loss: 0.534[[ 1.57318336e-01 2.43457793e-01 -1.15328230e-01 1.01537703e-01
-5.27298732e-01 -6.75696915e-02 -7.88734872e-02 1.24147052e-01
-8.63905174e-02 1.96386062e-01]
[ 1.62846263e-02 1.73336077e-01 -1.94287001e-02 4.08732491e-02
9.34443778e-02 -6.20023344e-03 2.95137017e-01 4.12977811e-02
1.39554877e-01 -2.72738440e-02]
[ 2.01952728e-01 4.24818258e-01 3.38111961e-02 1.18671024e-01
3.57296693e-02 -6.38348006e-02 -5.24452202e-01 -3.29579509e-02
1.10527569e-01 3.59480824e-01]
[ -3.08769324e-02 -3.17710282e-01 -2.45011072e-01 7.44727706e-03
3.84827791e-02 1.70141403e-01 1.49758888e-01 5.54909420e-02
8.15031766e-03 7.62386985e-02]
[ -2.96178327e-03 1.84048830e-01 -1.47578708e-01 3.99360426e-02
1.00135613e-01 -1.78090755e-01 2.42150924e-02 -1.20294180e-01
-1.90040432e-01 2.61732891e-02]
[ -3.46489700e-01 -3.01986544e-01 -2.85833702e-01 1.50213286e-01
1.41511538e-01 4.77444013e-02 3.60415137e-03 -3.51268511e-02
-4.47977150e-03 3.42940198e-02]
[ -2.58287845e-03 -1.40606715e-01 1.02942624e-02 9.80670921e-02
-5.44775374e-02 -7.27979932e-02 1.61337088e-01 -1.89244083e-01
1.84305982e-01 4.05439137e-02]
[ 1.14458651e-01 -2.06769138e-01 3.24987548e-02 -6.78387111e-02
1.50272782e-01 -4.38434862e-02 4.69263796e-02 1.22874364e-01
6.87708635e-02 -1.86768371e-02]
[ -1.58812953e-01 -3.83491176e-02 -3.00989418e-01 -5.86889226e-03
-6.64400679e-02 6.47922001e-02 -2.54199397e-01 -2.70441804e-02
2.70420985e-01 -1.05219256e-01]
[ 6.71321750e-02 -2.10493679e-01 9.09620261e-02 3.31581856e-02
1.26117675e-01 -1.08179639e-01 1.97155518e-02 -9.79484302e-02
3.31868109e-03 1.45518844e-01]
[ -7.53858437e-02 1.10148585e-01 -4.15821674e-04 -1.54716891e-01
2.60688090e-02 2.35535477e-02 6.73669188e-02 -1.01981949e-01
-2.06619864e-02 -1.21349149e-01]
[ -9.26504509e-02 6.23980317e-03 -6.25401914e-02 1.12629335e-02
2.89390832e-01 9.40575097e-02 -3.88829259e-02 -1.47470149e-02
-1.51873987e-01 -1.83349278e-01]
[ -1.55679437e-01 7.00919628e-03 6.25877936e-02 2.36349664e-02
-1.76939229e-01 -2.20429302e-01 -1.81610044e-01 -1.96915431e-01
8.86559710e-02 1.76257777e-01]
[ -2.13994997e-01 -1.38852214e-01 1.20526180e-01 2.72904212e-01
-1.32797410e-01 -8.40073336e-02 -1.26635676e-01 -2.54918038e-01
-2.06478753e-01 9.34096331e-03]
[ 1.18663162e-01 -4.00450928e-02 -1.71759267e-02 1.19131260e-01
-2.10224259e-02 -8.42315414e-02 1.01535640e-01 4.37275796e-03
3.23537525e-02 2.47610004e-02]
[ 3.39383429e-02 -3.92257197e-02 -2.12857893e-01 1.42242396e-01
-4.52026470e-02 9.00244827e-02 -8.60815755e-02 -2.01219589e-02
-9.90366020e-02 -7.83151208e-03]
[ -1.29228730e-01 -6.34558789e-02 -2.07333007e-01 1.45261732e-01
6.19415487e-03 1.38298037e-01 2.06684074e-02 -2.50516030e-01
5.87147526e-02 -2.11394989e-01]
[ -6.81832818e-02 -2.49256012e-02 2.77275796e-01 1.01756453e-01
1.08457609e-01 -6.32245117e-02 -1.38620851e-01 1.20995358e-01
7.14171515e-02 3.63492294e-02]
[ 4.41191731e-02 -2.83430660e-02 8.34699013e-02 7.80776515e-02
1.17015527e-01 -1.49098359e-02 2.71748508e-01 1.20384838e-01
-4.53312120e-02 -7.51817436e-02]
[ 2.97296257e-03 -1.59115460e-01 -2.92279617e-01 -5.39586126e-02
2.45764160e-01 -8.86020513e-02 1.82750443e-01 1.64381435e-01
1.02463173e-01 -3.52730703e-02]
[ 4.48890778e-02 -5.17094723e-03 -1.22448927e-01 3.10353506e-02
-5.26573129e-02 3.29441328e-01 2.67679831e-01 2.05289401e-01
-1.75144980e-01 -6.74137143e-02]
[ 2.06625985e-02 2.15654835e-02 1.29538673e-01 1.29024694e-01
-8.21985606e-02 9.81339967e-02 -2.10702580e-01 -3.98815067e-02
2.25701713e-01 1.04820879e-01]
[ 1.00949320e-01 6.35160501e-02 -5.24742751e-02 -1.14293057e-01
-7.55599438e-02 -3.26018490e-01 1.21486911e-01 8.31382296e-03
1.32950078e-01 7.89626536e-02]
[ -9.67607448e-02 2.27013080e-02 -1.47674637e-02 2.44677552e-02
3.78690239e-03 -2.03330191e-01 -9.64985201e-02 -1.95430300e-02
1.54264411e-02 1.31101755e-01]
[ -1.31507080e-01 -2.25499451e-02 -1.91397980e-01 1.34982419e-02
-3.03733608e-01 -1.04669205e-02 -5.35754820e-02 -2.25523645e-02
1.69061097e-02 8.23294969e-02]
[ -1.07812195e-02 -6.22113538e-03 -6.53462003e-02 -1.01380070e-01
4.48337733e-01 2.67052183e-01 4.75153945e-01 1.14453115e-01
-1.61328727e-01 -3.43024662e-01]
[ 8.54595394e-03 -2.78866425e-01 -1.74973703e-02 -3.86719967e-02
5.54710220e-01 8.92793052e-02 4.18539477e-01 9.31554292e-02
5.48563086e-02 -3.40844353e-01]
[ 2.73463526e-02 -3.51078429e-01 -3.52043291e-02 -8.59153997e-02
6.08482250e-01 1.64321971e-02 4.07430773e-01 4.98029656e-02
-3.45256968e-01 -1.91929723e-01]
[ -1.36704058e-01 -4.77552410e-01 5.74895136e-03 -1.60095661e-01
6.35325500e-01 -1.04514200e-01 5.05463653e-01 -8.02355727e-02
-3.47293376e-02 1.21691095e-01]
[ -2.62302232e-01 -2.94274225e-01 6.71191238e-02 -1.53525223e-02
8.23879405e-01 1.31562672e-01 3.17199507e-01 4.94640456e-02
-6.41041012e-02 -1.02206822e-01]
[ -1.56160766e-01 -1.56900842e-01 2.71393017e-01 -1.82447385e-01
4.76285262e-01 -6.45861185e-02 5.39790670e-01 1.63946768e-02
-2.08671885e-01 3.20975751e-02]
[ -9.53714925e-02 -1.23149919e-01 -1.65077120e-01 -5.62345272e-02
3.49995218e-01 -2.44843868e-01 7.61760359e-02 1.71620840e-01
2.45692872e-02 -7.28525364e-02]
[ 1.25176133e-01 2.60580452e-01 1.70028123e-01 -7.22386227e-02
-1.34667031e-01 4.36641318e-02 -1.74926742e-01 2.84856929e-01
8.78746157e-02 1.90757461e-01]
[ 3.40233244e-01 2.86354601e-01 -8.78434787e-02 3.06392833e-01
-8.87074160e-01 -2.84599669e-01 -4.45697322e-01 1.77506336e-01
3.70486955e-01 -5.38151101e-02]
[ 5.69259981e-02 1.69797379e-01 2.57152181e-01 2.65579562e-01
-1.01156712e-01 -1.99935171e-01 -2.03898998e-01 -1.32025947e-01
-1.28672473e-01 -2.71551046e-01]
[ 3.47709164e-02 -2.13018630e-02 -1.12702528e-01 -3.78486929e-02
2.04403523e-01 3.65141488e-02 -3.77320126e-02 -1.83449944e-01
4.73564579e-02 2.25095176e-01]
[ -9.60948330e-03 -7.95312408e-02 -7.11759609e-02 -6.56469492e-02
3.46294030e-02 -1.69596694e-01 1.16819386e-01 9.66941257e-03
2.66040160e-02 -5.77843317e-03]
[ 2.30096434e-02 4.87586531e-02 2.42663360e-01 6.63982180e-02
-2.01944555e-01 -1.30745244e-01 1.33779019e-01 3.96721510e-02
-1.92002960e-01 1.03651274e-01]
[ 4.96380814e-02 -2.79820756e-02 9.80291231e-02 -2.40839156e-02
-1.39314017e-01 8.13490926e-02 1.29827535e-01 -2.71759839e-01
-4.13140916e-02 -1.19429564e-01]
[ -3.19709518e-02 3.07652419e-02 7.53109431e-02 -5.90120150e-02
5.98886211e-02 1.92134250e-01 1.57131153e-01 1.17508343e-01
-4.33124533e-02 1.47780339e-01]
[ 2.11347961e-01 3.50306483e-02 2.44339451e-02 6.81502335e-02
9.87926234e-02 -1.69892563e-02 -1.27334730e-01 1.47744076e-01
-6.46651384e-02 -3.10532963e-02]
[ 1.57667079e-02 -8.71299369e-02 4.48878709e-03 3.05742875e-03
-2.90201723e-01 -1.09874711e-01 -1.34400903e-01 3.97013883e-02
9.16382834e-02 1.59303800e-01]
[ -1.05908071e-02 4.56429757e-01 9.44409625e-02 3.36731671e-01
-8.72489599e-01 -2.82625842e-01 -5.41692124e-01 -7.61423530e-02
2.24117346e-01 2.63512531e-01]
[ 1.41104000e-01 4.58390715e-01 4.28018042e-02 3.59923830e-01
-6.67242989e-01 -6.30794724e-02 -3.73787347e-01 1.48426077e-01
1.54398559e-01 4.41156254e-01]
[ 2.49237364e-01 2.70149737e-01 2.39630054e-01 1.24144259e-01
-3.40375936e-01 8.80511455e-02 -1.77651312e-01 1.62063894e-01
2.22220563e-01 5.86944388e-02]
[ -8.01632746e-02 1.97208585e-01 2.38375417e-01 4.88536953e-03
-1.97254457e-03 1.35001624e-01 -7.62108381e-02 -1.54554799e-02
-4.22462172e-02 4.08525148e-02]
[ -9.98183527e-02 -1.40999559e-02 2.39408745e-02 8.81073625e-02
-3.70776689e-02 1.18122396e-01 2.65849985e-01 2.02403264e-02
-2.78732884e-01 -9.78189397e-02]
[ -2.11861271e-01 2.00328738e-03 -8.94713026e-02 -3.34017887e-01
1.48027064e-01 1.16517672e-01 7.93556799e-02 1.04075786e-01
-1.99876850e-01 4.26882149e-02]
[ 3.05333089e-02 -3.10660851e-01 -1.17271144e-01 -1.33235825e-01
2.82768731e-01 1.65972888e-02 1.11457136e-01 1.53988235e-01
-1.42748569e-01 -1.89723352e-01]
[ 1.54494116e-01 -1.26078796e-01 -1.35556841e-01 5.33237682e-03
1.19096029e-01 -6.44320913e-02 -4.02748145e-02 -1.48057008e-01
1.38672495e-01 -9.38497654e-02]
[ -1.22944217e-01 1.56803546e-01 2.55575294e-01 -3.05283595e-02
1.80358103e-01 9.16799136e-02 -1.43762393e-02 -2.98881815e-01
-1.29139092e-01 -6.52057608e-02]
[ -3.51065103e-01 1.04209827e-01 1.06960939e-02 -2.92971151e-02
1.24375232e-01 -1.68830184e-01 -4.96960986e-02 2.35202427e-01
-9.43378679e-02 8.10523964e-02]
[ 1.46625239e-01 1.11702408e-01 -2.40946353e-01 -9.90719627e-02
1.20536370e-01 -2.89134892e-01 8.21080862e-03 -1.67954872e-01
-9.14314278e-03 -1.92971791e-01]
[ 2.05490221e-01 -1.48091233e-01 5.82285478e-02 -3.20339315e-02
7.37523555e-02 -2.77442095e-02 -5.78780046e-03 -1.37140986e-01
1.03073619e-01 -1.86820706e-01]
[ -1.03994195e-01 -2.18191490e-02 1.20586759e-01 1.09390318e-01
1.86870655e-02 -1.11498242e-01 2.31517586e-01 -7.69351125e-02
1.84849705e-01 -2.15961554e-03]
[ 2.45516675e-02 -1.06989527e-01 2.17187664e-01 -2.13390500e-01
4.65962195e-02 1.04247632e-01 -1.10918069e-02 -1.12625221e-01
4.02576404e-02 2.59260449e-01]]
[[ 0.50207742]
[ 1.2909054 ]
[ 0.24850653]
[ 0.72448751]
[-2.2979498 ]
[-0.26986038]
[-1.42042234]
[ 0.02482465]
[ 0.57465797]
[ 0.77340008]]
Progress: 15.4% ... Training loss: 0.329 ... Validation loss: 0.528[[ 1.57551813e-01 2.44212463e-01 -1.15114134e-01 1.01902493e-01
-5.27481836e-01 -6.77081863e-02 -7.95377949e-02 1.24166310e-01
-8.59251052e-02 1.96770780e-01]
[ 1.64219078e-02 1.73660228e-01 -1.93535433e-02 4.10990584e-02
9.27802206e-02 -6.28030612e-03 2.94840661e-01 4.13054602e-02
1.39732040e-01 -2.70509998e-02]
[ 2.00866532e-01 4.22656336e-01 3.32648897e-02 1.16929078e-01
4.13430983e-02 -6.32291043e-02 -5.21821721e-01 -3.30183075e-02
1.09358221e-01 3.57811206e-01]
[ -3.19031555e-02 -3.20106275e-01 -2.45488304e-01 5.83365970e-03
4.29109782e-02 1.70686020e-01 1.53289659e-01 5.54318952e-02
6.91359490e-03 7.46415883e-02]
[ -2.00064265e-03 1.85945938e-01 -1.47059492e-01 4.14063932e-02
9.39943624e-02 -1.78524357e-01 2.16468932e-02 -1.20241892e-01
-1.88875239e-01 2.74722717e-02]
[ -3.45446363e-01 -2.99733135e-01 -2.85312529e-01 1.51766002e-01
1.37265622e-01 4.71798909e-02 9.49654456e-04 -3.50733336e-02
-3.29304853e-03 3.57518186e-02]
[ -4.53781890e-03 -1.45577737e-01 9.35983722e-03 9.51851183e-02
-4.58904388e-02 -7.17443364e-02 1.66874248e-01 -1.89337180e-01
1.82211202e-01 3.76080312e-02]
[ 1.15243805e-01 -2.04767133e-01 3.29439364e-02 -6.66378289e-02
1.47003051e-01 -4.42725352e-02 4.47281995e-02 1.22914162e-01
6.97884806e-02 -1.74454869e-02]
[ -1.59265916e-01 -3.96386150e-02 -3.01232990e-01 -6.59052259e-03
-6.43268039e-02 6.50621612e-02 -2.52740023e-01 -2.70676138e-02
2.69841401e-01 -1.05980009e-01]
[ 6.75284941e-02 -2.09857920e-01 9.12163614e-02 3.37518195e-02
1.24320173e-01 -1.08368573e-01 1.88242479e-02 -9.79227129e-02
3.97404807e-03 1.46089501e-01]
[ -7.63525554e-02 1.07517152e-01 -8.75976141e-04 -1.56119853e-01
3.05293572e-02 2.40638459e-02 7.02923401e-02 -1.02030267e-01
-2.17547111e-02 -1.22847221e-01]
[ -9.26594713e-02 6.23037043e-03 -6.25460150e-02 1.12222550e-02
2.89912501e-01 9.40662038e-02 -3.87731875e-02 -1.47476304e-02
-1.51906654e-01 -1.83429350e-01]
[ -1.55679437e-01 7.00919628e-03 6.25877936e-02 2.36349664e-02
-1.76939229e-01 -2.20429302e-01 -1.81610044e-01 -1.96915431e-01
8.86559710e-02 1.76257777e-01]
[ -2.13360717e-01 -1.37447352e-01 1.20849020e-01 2.73851361e-01
-1.35750760e-01 -8.43541250e-02 -1.28391151e-01 -2.54886425e-01
-2.05764221e-01 1.02191569e-02]
[ 1.18967742e-01 -3.93346448e-02 -1.70559835e-02 1.19539078e-01
-2.20387430e-02 -8.43903735e-02 1.00718361e-01 4.38801365e-03
3.27082196e-02 2.52000931e-02]
[ 3.35412387e-02 -4.01428018e-02 -2.12992469e-01 1.41672042e-01
-4.33673886e-02 9.02208686e-02 -8.48860789e-02 -2.01388537e-02
-9.94770730e-02 -8.49363170e-03]
[ -1.29916057e-01 -6.52652587e-02 -2.07667894e-01 1.44296093e-01
9.05379441e-03 1.38667100e-01 2.27649862e-02 -2.50548875e-01
5.79570073e-02 -2.12441271e-01]
[ -6.94586091e-02 -2.80484672e-02 2.76669600e-01 9.98858271e-02
1.14292085e-01 -6.25383036e-02 -1.35050357e-01 1.20934595e-01
7.00516230e-02 3.45634741e-02]
[ 4.43187556e-02 -2.79956741e-02 8.35394272e-02 7.83291611e-02
1.16023127e-01 -1.49973025e-02 2.71123725e-01 1.20392917e-01
-4.50906375e-02 -7.49542595e-02]
[ 2.87077331e-03 -1.59356938e-01 -2.92318061e-01 -5.40625234e-02
2.46289199e-01 -8.85103483e-02 1.82997600e-01 1.64378201e-01
1.02419669e-01 -3.52729136e-02]
[ 4.56950547e-02 -3.32643892e-03 -1.22005149e-01 3.22112959e-02
-5.57746086e-02 3.28971179e-01 2.65529530e-01 2.05329003e-01
-1.74190032e-01 -6.63928073e-02]
[ 2.04875639e-02 2.12903562e-02 1.29440803e-01 1.28758868e-01
-8.16235689e-02 9.82261638e-02 -2.10233715e-01 -3.98915584e-02
2.25504077e-01 1.04618263e-01]
[ 1.00731294e-01 6.30572253e-02 -5.25858783e-02 -1.14628520e-01
-7.46487151e-02 -3.25887812e-01 1.22174238e-01 8.30291166e-03
1.32659406e-01 7.85948120e-02]
[ -9.65711502e-02 2.29599117e-02 -1.46815135e-02 2.47192359e-02
3.00071906e-03 -2.03424025e-01 -9.69555311e-02 -1.95342494e-02
1.56298115e-02 1.31369635e-01]
[ -1.31365498e-01 -2.22961057e-02 -1.91328081e-01 1.37261510e-02
-3.04223978e-01 -1.05459929e-02 -5.38926972e-02 -2.25442107e-02
1.70637502e-02 8.25529110e-02]
[ -1.06754401e-02 -6.00857146e-03 -6.52858839e-02 -1.01203488e-01
4.47848964e-01 2.66997624e-01 4.75006487e-01 1.14459190e-01
-1.61187670e-01 -3.42856538e-01]
[ 8.38230866e-03 -2.79308543e-01 -1.75790722e-02 -3.89078469e-02
5.55310614e-01 8.93589087e-02 4.19089294e-01 9.31476399e-02
5.46798960e-02 -3.41102151e-01]
[ 2.70150622e-02 -3.51955964e-01 -3.53688723e-02 -8.64280373e-02
6.10131325e-01 1.66236340e-02 4.08436427e-01 4.97854928e-02
-3.45646794e-01 -1.92467021e-01]
[ -1.36828327e-01 -4.77827239e-01 5.69158924e-03 -1.60271179e-01
6.35747443e-01 -1.04450754e-01 5.05818403e-01 -8.02415818e-02
-3.48640531e-02 1.21513524e-01]
[ -2.62853843e-01 -2.95613519e-01 6.68409533e-02 -1.61720008e-02
8.26148775e-01 1.31864297e-01 3.18801624e-01 4.94364566e-02
-6.47357667e-02 -1.03075274e-01]
[ -1.56046260e-01 -1.56668593e-01 2.71449999e-01 -1.82265884e-01
4.75755566e-01 -6.46550822e-02 5.39554119e-01 1.64010106e-02
-2.08529968e-01 3.22751076e-02]
[ -9.58079231e-02 -1.24160231e-01 -1.65287807e-01 -5.68628815e-02
3.51972223e-01 -2.44612111e-01 7.73497458e-02 1.71599379e-01
2.40868781e-02 -7.35121515e-02]
[ 1.25572176e-01 2.61598953e-01 1.70233008e-01 -7.16603483e-02
-1.36576341e-01 4.34417246e-02 -1.76042645e-01 2.84877206e-01
8.83538504e-02 1.91490474e-01]
[ 3.40664990e-01 2.87414641e-01 -8.75845505e-02 3.07146661e-01
-8.88977268e-01 -2.84797021e-01 -4.47077042e-01 1.77532511e-01
3.71152349e-01 -5.28821991e-02]
[ 5.71016588e-02 1.70214936e-01 2.57246921e-01 2.65844236e-01
-1.02024956e-01 -2.00034729e-01 -2.04406782e-01 -1.32017133e-01
-1.28468246e-01 -2.71290760e-01]
[ 3.42316221e-02 -2.26492933e-02 -1.12971315e-01 -3.86407043e-02
2.06894825e-01 3.67894240e-02 -3.62015147e-02 -1.83476000e-01
4.67213304e-02 2.24199449e-01]
[ -9.74398123e-03 -7.98685069e-02 -7.12576710e-02 -6.58816276e-02
3.53593607e-02 -1.69523843e-01 1.17190595e-01 9.66119655e-03
2.64318849e-02 -5.95700060e-03]
[ 2.26723318e-02 4.78846787e-02 2.42497369e-01 6.59088579e-02
-2.00384011e-01 -1.30561274e-01 1.34755341e-01 3.96564234e-02
-1.92383443e-01 1.03122069e-01]
[ 4.97377803e-02 -2.77054622e-02 9.80740727e-02 -2.39378707e-02
-1.39790896e-01 8.12918664e-02 1.29544036e-01 -2.71754486e-01
-4.12176558e-02 -1.19277331e-01]
[ -3.17686433e-02 3.13295233e-02 7.54085398e-02 -5.87265346e-02
5.90093665e-02 1.92029313e-01 1.56521235e-01 1.17517272e-01
-4.30989335e-02 1.48091178e-01]
[ 2.11338299e-01 3.49787109e-02 2.44264029e-02 6.81333777e-02
9.88456421e-02 -1.69795475e-02 -1.27278441e-01 1.47743406e-01
-6.46796264e-02 -3.10724690e-02]
[ 1.58958296e-02 -8.67496847e-02 4.56068715e-03 3.27273421e-03
-2.90836816e-01 -1.09952959e-01 -1.34769702e-01 3.97090973e-02
9.17772897e-02 1.59508895e-01]
[ -1.07573745e-02 4.56018510e-01 9.43795700e-02 3.36483269e-01
-8.71616553e-01 -2.82522580e-01 -5.41103200e-01 -7.61513618e-02
2.23896738e-01 2.63194759e-01]
[ 1.42104831e-01 4.60758427e-01 4.33261335e-02 3.61332146e-01
-6.71128439e-01 -6.36411622e-02 -3.76394015e-01 1.48476385e-01
1.55582268e-01 4.42366140e-01]
[ 2.49113254e-01 2.69558826e-01 2.39520809e-01 1.23856062e-01
-3.39525677e-01 8.81593094e-02 -1.77313451e-01 1.62054343e-01
2.22058326e-01 5.84538290e-02]
[ -8.03199927e-02 1.96778417e-01 2.38295468e-01 4.64262077e-03
-1.23083690e-03 1.35088178e-01 -7.57941704e-02 -1.54632474e-02
-4.24254511e-02 4.05932681e-02]
[ -9.99009589e-02 -1.43022877e-02 2.39050954e-02 8.80051075e-02
-3.67734192e-02 1.18162310e-01 2.66051539e-01 2.02368470e-02
-2.78823225e-01 -9.79335447e-02]
[ -2.11946754e-01 1.71263713e-03 -8.95025975e-02 -3.34114435e-01
1.48326766e-01 1.16552682e-01 7.95877217e-02 1.04072748e-01
-1.99953339e-01 4.25892159e-02]
[ 3.05416955e-02 -3.10715725e-01 -1.17263259e-01 -1.33212943e-01
2.82707678e-01 1.65897096e-02 1.11459876e-01 1.53988880e-01
-1.42736927e-01 -1.89726118e-01]
[ 1.53854046e-01 -1.27887318e-01 -1.35876241e-01 4.36687465e-03
1.21902192e-01 -6.40477986e-02 -3.83484026e-02 -1.48091812e-01
1.37980807e-01 -9.48886198e-02]
[ -1.23567453e-01 1.55080663e-01 2.55244716e-01 -3.14513253e-02
1.83051865e-01 9.20074839e-02 -1.25160169e-02 -2.98910779e-01
-1.29840749e-01 -6.61176509e-02]
[ -3.50650547e-01 1.04856717e-01 1.09019426e-02 -2.88142864e-02
1.22785733e-01 -1.69024530e-01 -5.05765534e-02 2.35220027e-01
-9.38668925e-02 8.13316441e-02]
[ 1.47834165e-01 1.14831703e-01 -2.40312056e-01 -9.72081504e-02
1.15442692e-01 -2.89802512e-01 4.82104249e-03 -1.67885703e-01
-7.64636370e-03 -1.91009101e-01]
[ 2.05703166e-01 -1.47444193e-01 5.83748438e-02 -3.16838763e-02
7.30695962e-02 -2.78773450e-02 -6.43090590e-03 -1.37125980e-01
1.03367557e-01 -1.86438646e-01]
[ -1.04359238e-01 -2.26018399e-02 1.20411268e-01 1.08880435e-01
2.09732760e-02 -1.11317445e-01 2.32429532e-01 -7.69543782e-02
1.84358029e-01 -2.61512203e-03]
[ 2.37641759e-02 -1.09103762e-01 2.16815050e-01 -2.14538851e-01
4.93607371e-02 1.04680132e-01 -8.73320563e-03 -1.12667177e-01
3.94109436e-02 2.58035215e-01]]
[[ 0.50115984]
[ 1.29110693]
[ 0.24520743]
[ 0.72374597]
[-2.30350641]
[-0.27303399]
[-1.42312617]
[ 0.02496591]
[ 0.57113763]
[ 0.7712928 ]]
Progress: 15.5% ... Training loss: 0.328 ... Validation loss: 0.527[[ 0.1563975 0.24118514 -0.11562335 0.09996199 -0.52120208 -0.06702928
-0.07631417 0.12410626 -0.08723283 0.19479733]
[ 0.01625228 0.17324165 -0.01942838 0.04085302 0.09352685 -0.0061906
0.29536462 0.04129663 0.13954409 -0.02726355]
[ 0.19991268 0.42100681 0.03276934 0.11508267 0.04650348 -0.06263014
-0.51982666 -0.0330734 0.10804617 0.35610191]
[-0.03240598 -0.32136252 -0.24570363 0.00532675 0.04455842 0.17089186
0.15504892 0.05541354 0.00645484 0.07378112]
[-0.00273803 0.18401792 -0.14749322 0.04005778 0.09744658 -0.1781263
0.02320275 -0.1202882 -0.18970341 0.02644161]
[-0.3453344 -0.2997664 -0.2852495 0.15200142 0.13679409 0.04710023
0.00100886 -0.03506732 -0.00314289 0.03589211]
[-0.00396273 -0.14432919 0.00968623 0.09588712 -0.04765737 -0.07206072
0.16538665 -0.18930816 0.18293683 0.03837225]
[ 0.11436213 -0.20700736 0.03246164 -0.06812245 0.15085402 -0.04374162
0.04722381 0.12286483 0.06864888 -0.01887875]
[-0.16013942 -0.042073 -0.30163561 -0.00782066 -0.05980108 0.06550471
-0.25004111 -0.02710873 0.26879805 -0.10740521]
[ 0.06750337 -0.21063442 0.0912853 0.033641 0.12570147 -0.10838654
0.01946087 -0.09792281 0.00395481 0.14585304]
[-0.07757522 0.10455681 -0.00154728 -0.15806312 0.03600656 0.02476651
0.07362413 -0.10209591 -0.02327485 -0.12479848]
[-0.0924798 0.00650789 -0.06243915 0.011499 0.28919223 0.09395893
-0.03897546 -0.01473731 -0.15167445 -0.18319557]
[-0.15567944 0.0070092 0.06258779 0.02363497 -0.17693923 -0.2204293
-0.18161004 -0.19691543 0.08865597 0.17625778]
[-0.21321373 -0.13720336 0.12094016 0.27410089 -0.13640361 -0.08444982
-0.12865353 -0.2548787 -0.20558309 0.01048425]
[ 0.11884429 -0.03981818 -0.0171176 0.11938923 -0.02152029 -0.08432292
0.10128778 0.00438201 0.0325813 0.0249769 ]
[ 0.03317381 -0.04095708 -0.2131732 0.14117051 -0.04186668 0.09040455
-0.08382456 -0.02015671 -0.09989616 -0.00907746]
[-0.12918231 -0.06388465 -0.20727321 0.14524367 0.00655779 0.13830789
0.02085549 -0.25051308 0.05885373 -0.21135066]
[-0.06963496 -0.02841582 0.27658121 0.09965875 0.11507881 -0.06246823
-0.13460987 0.12092709 0.06984829 0.03435514]
[ 0.04476149 -0.02682524 0.08375998 0.07890509 0.11427297 -0.01524298
0.26988792 0.12041419 -0.04457951 -0.07443921]
[ 0.00262812 -0.16002539 -0.29243725 -0.05443291 0.24728273 -0.08838355
0.18373411 0.16436665 0.10212459 -0.03572345]
[ 0.04547445 -0.00391169 -0.122118 0.03185555 -0.05468167 0.32910003
0.26620405 0.20531672 -0.17447034 -0.06675913]
[ 0.01906415 0.01769367 0.12870932 0.12654923 -0.07524057 0.09904099
-0.20634492 -0.039967 0.22381763 0.10248346]
[ 0.10093331 0.06352668 -0.05247586 -0.11429646 -0.07507093 -0.32602857
0.1218565 0.00831609 0.13284886 0.0788213 ]
[-0.09636049 0.02343374 -0.01457356 0.02505069 0.00191326 -0.20354724
-0.09762872 -0.01952312 0.01587197 0.13171292]
[-0.13161586 -0.02297819 -0.19145369 0.0133265 -0.30295243 -0.01039569
-0.05309922 -0.02255808 0.01674716 0.08212544]
[-0.0106928 -0.00613561 -0.06529624 -0.10122811 0.44793704 0.26700571
0.47520548 0.11445845 -0.16119907 -0.3429041 ]
[ 0.00795006 -0.28054644 -0.01779647 -0.0395528 0.55742392 0.08959316
0.4204022 0.09312574 0.05417569 -0.34182273]
[ 0.02681143 -0.35245621 -0.03546367 -0.08673419 0.61115229 0.0167397
0.40898366 0.04977511 -0.34589245 -0.19279051]
[-0.13671901 -0.47760112 0.00576189 -0.16006173 0.63521572 -0.10453081
0.50556077 -0.08023551 -0.03471527 0.12172483]
[-0.26309399 -0.29616935 0.06672395 -0.01652608 0.82721276 0.13199828
0.31945825 0.04942481 -0.06501426 -0.10344057]
[-0.15669727 -0.15848762 0.27114808 -0.18318545 0.47865636 -0.06432311
0.54152954 0.01636916 -0.20925317 0.03135105]
[-0.0964164 -0.12574894 -0.16557798 -0.0577134 0.35475902 -0.24429632
0.07912701 0.17157036 0.023447 -0.0744061 ]
[ 0.12599688 0.26270765 0.17042961 -0.07106295 -0.1383754 0.04322026
-0.17723717 0.28489728 0.08882671 0.19211524]
[ 0.33986845 0.2856308 -0.08801225 0.30588302 -0.88578554 -0.28432361
-0.44516259 0.17748795 0.37020539 -0.0540924 ]
[ 0.05705548 0.17004855 0.25721398 0.26579166 -0.10184913 -0.20001043
-0.20430551 -0.13201969 -0.12851374 -0.27140333]
[ 0.03441749 -0.02213622 -0.11287298 -0.03834684 0.20597368 0.03668272
-0.03667555 -0.18346621 0.046945 0.22444725]
[-0.00975652 -0.07993513 -0.07125272 -0.06589449 0.03537879 -0.16952119
0.11723616 0.00966108 0.02640931 -0.00596353]
[ 0.02255416 0.04765673 0.24244036 0.06568405 -0.19968834 -0.13049205
0.13508688 0.0396492 -0.19256344 0.10294234]
[ 0.04934848 -0.02876575 0.09786412 -0.0245536 -0.13791512 0.08150255
0.13067593 -0.27177496 -0.04170094 -0.11991552]
[-0.03169386 0.03166498 0.07543758 -0.05860269 0.05866386 0.1919702
0.15628942 0.11752119 -0.04302181 0.14826342]
[ 0.21136129 0.03503562 0.02443796 0.06816687 0.09872998 -0.01699193
-0.12734902 0.14774467 -0.0646512 -0.03103657]
[ 0.01598167 -0.08654476 0.0045998 0.00340025 -0.29121321 -0.10999913
-0.13496699 0.03971343 0.09187187 0.15963241]
[-0.01035712 0.45698405 0.09456512 0.33702518 -0.87322924 -0.28274194
-0.54203222 -0.07613149 0.22431151 0.26380284]
[ 0.14351524 0.46383742 0.04405661 0.36325856 -0.67645302 -0.06436918
-0.3800291 0.14854726 0.15718926 0.44425121]
[ 0.2492041 0.26977108 0.23957447 0.12401633 -0.34003951 0.08810267
-0.17755967 0.16206015 0.22216777 0.05856816]
[-0.08039873 0.19661918 0.23826466 0.00455641 -0.00091147 0.13511336
-0.07560647 -0.01546602 -0.04250287 0.04049086]
[-0.09979128 -0.01403477 0.02396755 0.08816078 -0.03727145 0.11810285
0.26575158 0.02024237 -0.27869067 -0.09776926]
[-0.21219038 0.00106177 -0.08961258 -0.33448376 0.14949231 0.11669082
0.08026637 0.10406041 -0.20023605 0.04220726]
[ 0.03039684 -0.3112006 -0.11734077 -0.13343506 0.28346724 0.01667277
0.11190263 0.15398153 -0.14291201 -0.18996087]
[ 0.15385485 -0.12805771 -0.13588005 0.00434683 0.12207391 -0.06405131
-0.03826362 -0.14809128 0.13799937 -0.09496169]
[-0.12357044 0.15494413 0.25526574 -0.03140123 0.18299161 0.09199043
-0.01238968 -0.29891027 -0.12981268 -0.06603725]
[-0.3512294 0.10362999 0.01061945 -0.02973953 0.12582782 -0.16873391
-0.04895176 0.23519021 -0.09456354 0.080355 ]
[ 0.14845108 0.11589488 -0.23996054 -0.09627868 0.11321753 -0.29015508
0.00370184 -0.16785193 -0.006951 -0.19015009]
[ 0.2051345 -0.14895327 0.05808698 -0.03258912 0.07590653 -0.02755397
-0.00474161 -0.13715644 0.1026688 -0.1873775 ]
[-0.10408674 -0.02223498 0.12055874 0.10926388 0.01989561 -0.11146238
0.23181173 -0.07693901 0.18466613 -0.00222919]
[ 0.02295636 -0.11095039 0.21637371 -0.21582867 0.05281132 0.10516165
-0.0067553 -0.11271249 0.03844909 0.25674449]]
[[ 0.49666716]
[ 1.28802788]
[ 0.24123962]
[ 0.72102642]
[-2.3099793 ]
[-0.27764222]
[-1.42766955]
[ 0.01983828]
[ 0.56681545]
[ 0.76748745]]
Progress: 15.6% ... Training loss: 0.326 ... Validation loss: 0.528[[ 1.57713369e-01 2.44347375e-01 -1.14868422e-01 1.01991796e-01
-5.27288647e-01 -6.78045756e-02 -8.01687723e-02 1.24163001e-01
-8.55512190e-02 1.97011610e-01]
[ 1.63186714e-02 1.73406321e-01 -1.93945453e-02 4.09553727e-02
9.32257782e-02 -6.22959657e-03 2.95209469e-01 4.12994380e-02
1.39619662e-01 -2.71593020e-02]
[ 1.98537562e-01 4.18848134e-01 3.21150385e-02 1.12994276e-01
5.27559663e-02 -6.19031264e-02 -5.16702585e-01 -3.31290921e-02
1.06498673e-01 3.54128709e-01]
[ -3.28257653e-02 -3.21724516e-01 -2.45807852e-01 4.95080750e-03
4.57700700e-02 1.70998842e-01 1.55946170e-01 5.53929488e-02
5.83205232e-03 7.32537565e-02]
[ -4.68341570e-03 1.78532246e-01 -1.48517937e-01 3.68806330e-02
1.06135318e-01 -1.76784813e-01 2.88821417e-02 -1.20368021e-01
-1.91904620e-01 2.33999313e-02]
[ -3.44970875e-01 -2.99534305e-01 -2.85047430e-01 1.52674102e-01
1.35028830e-01 4.68868459e-02 5.20038981e-04 -3.50510769e-02
-2.66545600e-03 3.64631741e-02]
[ -3.44863407e-03 -1.43358494e-01 9.94707812e-03 9.65760550e-02
-4.95713869e-02 -7.23047905e-02 1.63922779e-01 -1.89284110e-01
1.83619792e-01 3.92850849e-02]
[ 1.15125911e-01 -2.04938204e-01 3.28956035e-02 -6.69143908e-02
1.47298107e-01 -4.42637611e-02 4.50155035e-02 1.22895630e-01
6.95357179e-02 -1.75893301e-02]
[ -1.60111212e-01 -4.23247994e-02 -3.01590734e-01 -7.76233093e-03
-6.01912215e-02 6.54787000e-02 -2.50092120e-01 -2.71086531e-02
2.68871924e-01 -1.07378321e-01]
[ 7.02732082e-02 -2.04229104e-01 9.27115941e-02 3.77873709e-02
1.13916513e-01 -1.09981914e-01 1.15594086e-02 -9.78056981e-02
7.26429764e-03 1.50416409e-01]
[ -7.77056272e-02 1.03758577e-01 -1.59127137e-03 -1.58206476e-01
3.64422967e-02 2.48241036e-02 7.45906693e-02 -1.02102703e-01
-2.34106156e-02 -1.25076978e-01]
[ -9.34496316e-02 3.92094656e-03 -6.28796894e-02 1.01239942e-02
2.92916119e-01 9.44911002e-02 -3.62525549e-02 -1.47764531e-02
-1.52727057e-01 -1.84680246e-01]
[ -1.55679437e-01 7.00919628e-03 6.25877936e-02 2.36349664e-02
-1.76939229e-01 -2.20429302e-01 -1.81610044e-01 -1.96915431e-01
8.86559710e-02 1.76257777e-01]
[ -2.13193179e-01 -1.37289710e-01 1.20977785e-01 2.74229633e-01
-1.36746746e-01 -8.44830564e-02 -1.28525328e-01 -2.54876760e-01
-2.05532719e-01 1.05132806e-02]
[ 1.19118917e-01 -3.96016473e-02 -1.69772593e-02 1.19797937e-01
-2.26346729e-02 -8.44612966e-02 1.00761568e-01 4.39349855e-03
3.29322325e-02 2.54035921e-02]
[ 3.30763607e-02 -4.13081834e-02 -2.13225409e-01 1.41062077e-01
-4.13866708e-02 9.04551576e-02 -8.33956184e-02 -2.01605149e-02
-1.00016395e-01 -9.23142961e-03]
[ -1.29277140e-01 -6.42670246e-02 -2.07327773e-01 1.45092936e-01
7.02351851e-03 1.38363273e-01 2.10691602e-02 -2.50517750e-01
5.87421608e-02 -2.11426890e-01]
[ -6.98247461e-02 -2.91625756e-02 2.76514577e-01 9.93298920e-02
1.15906625e-01 -6.23106099e-02 -1.34087140e-01 1.20920548e-01
6.97223959e-02 3.41278034e-02]
[ 4.49116415e-02 -2.63656224e-02 8.38228457e-02 7.90792124e-02
1.14197204e-01 -1.53262893e-02 2.69541018e-01 1.20422733e-01
-4.44218356e-02 -7.41692959e-02]
[ 2.75587904e-03 -1.59701942e-01 -2.92392633e-01 -5.43028513e-02
2.46689053e-01 -8.84598100e-02 1.83415322e-01 1.64367038e-01
1.02221280e-01 -3.56640595e-02]
[ 4.65863667e-02 -9.00756181e-04 -1.21506184e-01 3.37478991e-02
-6.05711269e-02 3.28365991e-01 2.62821802e-01 2.05366907e-01
-1.72986831e-01 -6.48953094e-02]
[ 1.91830532e-02 1.80089069e-02 1.28774163e-01 1.26645648e-01
-7.52028895e-02 9.89831609e-02 -2.06585282e-01 -3.99625000e-02
2.23849083e-01 1.02715209e-01]
[ 1.00314048e-01 6.18613900e-02 -5.27539520e-02 -1.15205569e-01
-7.27279519e-02 -3.25682080e-01 1.23623941e-01 8.29087195e-03
1.32189583e-01 7.78507123e-02]
[ -9.57583813e-02 2.49101588e-02 -1.42618339e-02 2.59791938e-02
-9.44340178e-04 -2.03898117e-01 -9.93985848e-02 -1.94989898e-02
1.65935741e-02 1.32684332e-01]
[ -1.31350948e-01 -2.25283654e-02 -1.91334245e-01 1.36927281e-02
-3.03857942e-01 -1.05374816e-02 -5.37878273e-02 -2.25478565e-02
1.69930138e-02 8.25017708e-02]
[ -1.06156519e-02 -5.96860225e-03 -6.52494106e-02 -1.01077436e-01
4.47496045e-01 2.66947421e-01 4.75083227e-01 1.14462661e-01
-1.61088039e-01 -3.42785270e-01]
[ 7.66629026e-03 -2.81281661e-01 -1.79342018e-02 -3.99700536e-02
5.58768754e-01 8.97534367e-02 4.21215846e-01 9.31145432e-02
5.38607109e-02 -3.42213650e-01]
[ 2.67870741e-02 -3.52745403e-01 -3.54732147e-02 -8.67820547e-02
6.11382817e-01 1.67541432e-02 4.09230202e-01 4.97738881e-02
-3.45934859e-01 -1.92867319e-01]
[ -1.36765922e-01 -4.77840027e-01 5.73542705e-03 -1.60127894e-01
6.35465178e-01 -1.04510685e-01 5.05867999e-01 -8.02372973e-02
-3.47328438e-02 1.21647287e-01]
[ -2.63321350e-01 -2.96846524e-01 6.66062055e-02 -1.68768419e-02
8.28265255e-01 1.32132381e-01 3.20175050e-01 4.94153912e-02
-6.52776523e-02 -1.03817198e-01]
[ -1.56887982e-01 -1.59022231e-01 2.71055614e-01 -1.83447421e-01
4.79439245e-01 -6.42194534e-02 5.42095704e-01 1.63618197e-02
-2.09466784e-01 3.10906516e-02]
[ -9.65200529e-02 -1.25964464e-01 -1.65624709e-01 -5.78659653e-02
3.55226870e-01 -2.44241062e-01 7.93899270e-02 1.71566159e-01
2.33339008e-02 -7.45664679e-02]
[ 1.26814708e-01 2.64901859e-01 1.70871955e-01 -6.97735054e-02
-1.42478985e-01 4.27293316e-02 -1.79780946e-01 2.84927239e-01
8.98100795e-02 1.93494534e-01]
[ 3.40243105e-01 2.86560810e-01 -8.77602502e-02 3.06490257e-01
-8.87516511e-01 -2.84573898e-01 -4.46287368e-01 1.77505603e-01
3.70616147e-01 -5.35143643e-02]
[ 5.71167068e-02 1.70201237e-01 2.57236477e-01 2.65879858e-01
-1.02118760e-01 -2.00038795e-01 -2.04480289e-01 -1.32017431e-01
-1.28445757e-01 -2.71313712e-01]
[ 3.46076581e-02 -2.18150984e-02 -1.12774545e-01 -3.80848758e-02
2.05139657e-01 3.65768524e-02 -3.72181098e-02 -1.83460021e-01
4.71532180e-02 2.24748087e-01]
[ -9.91196634e-03 -8.03181429e-02 -7.13305338e-02 -6.61215738e-02
3.60353573e-02 -1.69451397e-01 1.17754824e-01 9.65525329e-03
2.62310875e-02 -6.23951575e-03]
[ 2.24921521e-02 4.73784950e-02 2.42410431e-01 6.55978459e-02
-1.99411297e-01 -1.30460355e-01 1.35356064e-01 3.96468005e-02
-1.92636558e-01 1.02849416e-01]
[ 4.91520072e-02 -2.94899634e-02 9.77334660e-02 -2.49307316e-02
-1.36735200e-01 8.16439796e-02 1.31269890e-01 -2.71785302e-01
-4.19732739e-02 -1.20293231e-01]
[ -3.23016521e-02 3.01586521e-02 7.51346274e-02 -5.95148480e-02
6.15641118e-02 1.92311163e-01 1.58035384e-01 1.17495970e-01
-4.37452607e-02 1.47367451e-01]
[ 2.11665532e-01 3.59658592e-02 2.46168407e-02 6.86871430e-02
9.69851257e-02 -1.71895578e-02 -1.28362654e-01 1.47759625e-01
-6.42276700e-02 -3.04530234e-02]
[ 1.58502947e-02 -8.67810638e-02 4.52828671e-03 3.21009083e-03
-2.90658711e-01 -1.09935022e-01 -1.34661220e-01 3.97080022e-02
9.17012683e-02 1.59444169e-01]
[ -9.77164368e-03 4.58225729e-01 9.48220022e-02 3.37769604e-01
-8.74978179e-01 -2.83003676e-01 -5.43505005e-01 -7.61090617e-02
2.24936009e-01 2.64607595e-01]
[ 1.44744109e-01 4.66523077e-01 4.46666737e-02 3.65005616e-01
-6.82077248e-01 -6.50041605e-02 -3.83236230e-01 1.48597821e-01
1.58618408e-01 4.46067286e-01]
[ 2.49283307e-01 2.70072079e-01 2.39650047e-01 1.24270611e-01
-3.40731766e-01 8.79992635e-02 -1.77921584e-01 1.62066687e-01
2.22385319e-01 5.88459096e-02]
[ -8.00711602e-02 1.97493155e-01 2.38437774e-01 5.08936185e-03
-2.66347526e-03 1.34907526e-01 -7.65910431e-02 -1.54512390e-02
-4.20799086e-02 4.09963827e-02]
[ -9.99399655e-02 -1.44157468e-02 2.38930287e-02 8.79620172e-02
-3.65826636e-02 1.18185662e-01 2.66155809e-01 2.02363847e-02
-2.78853706e-01 -9.79967684e-02]
[ -2.12448051e-01 3.74448474e-04 -8.97413170e-02 -3.34858049e-01
1.50726621e-01 1.16840597e-01 8.10186297e-02 1.04049780e-01
-2.00542631e-01 4.18548951e-02]
[ 3.04562773e-02 -3.11091017e-01 -1.17308822e-01 -1.33341196e-01
2.83163990e-01 1.66360356e-02 1.11735497e-01 1.53984156e-01
-1.42837551e-01 -1.89861542e-01]
[ 1.53531749e-01 -1.29031189e-01 -1.36003037e-01 3.92619116e-03
1.22658936e-01 -6.39112531e-02 -3.73420931e-02 -1.48102999e-01
1.37746184e-01 -9.53885450e-02]
[ -1.22788339e-01 1.57101796e-01 2.55675623e-01 -3.02070424e-02
1.79272104e-01 9.15174031e-02 -1.46603655e-02 -2.98876630e-01
-1.28856602e-01 -6.48335346e-02]
[ -3.50134384e-01 1.06039916e-01 1.11334297e-02 -2.81991088e-02
1.21493865e-01 -1.69330984e-01 -5.18199307e-02 2.35230787e-01
-9.33558572e-02 8.19205707e-02]
[ 1.48531566e-01 1.15918509e-01 -2.39920609e-01 -9.61571959e-02
1.13118898e-01 -2.90180296e-01 3.54257868e-03 -1.67850270e-01
-6.85048098e-03 -1.90017367e-01]
[ 2.05869789e-01 -1.47421226e-01 5.84799569e-02 -3.14881666e-02
7.23355618e-02 -2.79540442e-02 -6.75063382e-03 -1.37123293e-01
1.03612856e-01 -1.86196401e-01]
[ -1.04196822e-01 -2.25478543e-02 1.20547712e-01 1.09218111e-01
2.06160399e-02 -1.11452549e-01 2.32239449e-01 -7.69410245e-02
1.84502581e-01 -2.37541615e-03]
[ 2.23662387e-02 -1.12767163e-01 2.16092709e-01 -2.16691301e-01
5.56035821e-02 1.05501522e-01 -5.00939146e-03 -1.12736618e-01
3.77785917e-02 2.56034667e-01]]
[[ 0.50585507]
[ 1.29684513]
[ 0.250633 ]
[ 0.73160572]
[-2.30758744]
[-0.27010255]
[-1.42137269]
[ 0.02966388]
[ 0.57633938]
[ 0.77765865]]
Progress: 15.6% ... Training loss: 0.329 ... Validation loss: 0.527[[ 1.54921050e-01 2.36772201e-01 -1.16230295e-01 9.77445204e-02
-5.13642055e-01 -6.62910898e-02 -7.17469907e-02 1.23999894e-01
-8.86965331e-02 1.92514351e-01]
[ 1.58667700e-02 1.72303381e-01 -1.96245711e-02 4.03094671e-02
9.53048846e-02 -5.98615042e-03 2.96455702e-01 4.12740024e-02
1.39097010e-01 -2.78684961e-02]
[ 1.95993354e-01 4.12428679e-01 3.08451521e-02 1.08928911e-01
6.41790962e-02 -6.04686996e-02 -5.09746725e-01 -3.32899732e-02
1.03439409e-01 3.50182909e-01]
[ -3.10649981e-02 -3.17309409e-01 -2.45030497e-01 7.28285824e-03
3.85601228e-02 1.70155813e-01 1.51449542e-01 5.54787813e-02
7.68237437e-03 7.58988359e-02]
[ -7.62081955e-03 1.70785706e-01 -1.50016447e-01 3.26137709e-02
1.18902209e-01 -1.75296440e-01 3.74049031e-02 -1.20530596e-01
-1.95322088e-01 1.88314969e-02]
[ -3.45615513e-01 -3.01544327e-01 -2.85328706e-01 1.51800785e-01
1.38052407e-01 4.71796281e-02 2.43289918e-03 -3.50820451e-02
-3.30075391e-03 3.55279382e-02]
[ -6.13706008e-03 -1.49793203e-01 8.66855949e-03 9.27910568e-02
-3.73379524e-02 -7.09192519e-02 1.71057485e-01 -1.89438446e-01
1.80571537e-01 3.52650547e-02]
[ 1.13896811e-01 -2.09201211e-01 3.22380785e-02 -6.90405467e-02
1.52910683e-01 -4.35239830e-02 4.95125684e-02 1.22817888e-01
6.80566727e-02 -1.96942258e-02]
[ -1.60699546e-01 -4.38183033e-02 -3.01877208e-01 -8.65384503e-03
-5.74113135e-02 6.57975805e-02 -2.48418671e-01 -2.71446022e-02
2.68195137e-01 -1.08327971e-01]
[ 6.63599286e-02 -2.14967461e-01 9.08291084e-02 3.19999600e-02
1.31996432e-01 -1.07948470e-01 2.28653472e-02 -9.80284458e-02
2.89053240e-03 1.44356417e-01]
[ -7.90925824e-02 1.00162669e-01 -2.28789906e-03 -1.60270765e-01
4.27517396e-02 2.55868795e-02 7.86666720e-02 -1.02187509e-01
-2.50417159e-02 -1.27247114e-01]
[ -9.32998939e-02 4.05396959e-03 -6.28043693e-02 1.02997084e-02
2.92176254e-01 9.44318606e-02 -3.64164157e-02 -1.47678955e-02
-1.52561576e-01 -1.84459931e-01]
[ -1.55679437e-01 7.00919628e-03 6.25877936e-02 2.36349664e-02
-1.76939229e-01 -2.20429302e-01 -1.81610044e-01 -1.96915431e-01
8.86559710e-02 1.76257777e-01]
[ -2.13199987e-01 -1.37536479e-01 1.21001059e-01 2.74255414e-01
-1.36561328e-01 -8.45015834e-02 -1.28443487e-01 -2.54872275e-01
-2.05472068e-01 1.05149091e-02]
[ 1.18859190e-01 -4.04314874e-02 -1.70911921e-02 1.19449479e-01
-2.14955609e-02 -8.43534029e-02 1.01553183e-01 4.38056361e-03
3.26724097e-02 2.50087293e-02]
[ 3.18359880e-02 -4.44809334e-02 -2.13838867e-01 1.39292052e-01
-3.58208364e-02 9.11006244e-02 -7.98597617e-02 -2.02301119e-02
-1.01422543e-01 -1.11123117e-02]
[ -1.30020888e-01 -6.61506561e-02 -2.07695900e-01 1.44050323e-01
1.05052638e-02 1.38773413e-01 2.32141994e-02 -2.50560951e-01
5.79091344e-02 -2.12542715e-01]
[ -7.06720233e-02 -3.10648612e-02 2.76147220e-01 9.81589161e-02
1.19665625e-01 -6.19029328e-02 -1.32258990e-01 1.20870834e-01
6.87623715e-02 3.29367392e-02]
[ 4.49508749e-02 -2.65207196e-02 8.38321538e-02 7.90701706e-02
1.14041388e-01 -1.52949897e-02 2.69862424e-01 1.20424582e-01
-4.43773898e-02 -7.41824613e-02]
[ 2.18098430e-03 -1.61363058e-01 -2.92698673e-01 -5.52467628e-02
2.48774766e-01 -8.81336831e-02 1.85157294e-01 1.64326528e-01
1.01503933e-01 -3.65679409e-02]
[ 4.60049687e-02 -2.80214790e-03 -1.21808901e-01 3.27842656e-02
-5.76009907e-02 3.28685836e-01 2.64734780e-01 2.05331665e-01
-1.73688741e-01 -6.59097448e-02]
[ 1.82154783e-02 1.54001638e-02 1.28305540e-01 1.25177406e-01
-7.05293771e-02 9.94989190e-02 -2.03643626e-01 -4.00171219e-02
2.22773305e-01 1.01198267e-01]
[ 1.00455583e-01 6.22634510e-02 -5.26806949e-02 -1.14994894e-01
-7.33911234e-02 -3.25754793e-01 1.23222083e-01 8.29908535e-03
1.32352785e-01 7.80778314e-02]
[ -9.57136302e-02 2.49668907e-02 -1.42540519e-02 2.60147846e-02
-1.06446094e-03 -2.03918069e-01 -9.95102060e-02 -1.94972609e-02
1.66217212e-02 1.32722276e-01]
[ -1.31505164e-01 -2.28267763e-02 -1.91411406e-01 1.34615971e-02
-3.03129811e-01 -1.04535162e-02 -5.33567801e-02 -2.25573090e-02
1.68112384e-02 8.22563263e-02]
[ -1.11878532e-02 -7.30097725e-03 -6.55319318e-02 -1.01907761e-01
4.49927443e-01 2.67242932e-01 4.76666644e-01 1.14429896e-01
-1.61729033e-01 -3.43666246e-01]
[ 7.03591403e-03 -2.82979888e-01 -1.82464178e-02 -4.09400054e-02
5.61713125e-01 9.01052459e-02 4.23091163e-01 9.30758672e-02
5.31176796e-02 -3.43207128e-01]
[ 2.70125837e-02 -3.52763046e-01 -3.53529122e-02 -8.64046824e-02
6.10425986e-01 1.66195825e-02 4.09004962e-01 4.97887410e-02
-3.45665248e-01 -1.92570002e-01]
[ -1.37331571e-01 -4.79166651e-01 5.44809902e-03 -1.60960727e-01
6.37945944e-01 -1.04202755e-01 5.07429408e-01 -8.02712778e-02
-3.53779515e-02 1.20855619e-01]
[ -2.63468195e-01 -2.97240140e-01 6.65359628e-02 -1.70790379e-02
8.28877392e-01 1.32200107e-01 3.20579920e-01 4.94075902e-02
-6.54338801e-02 -1.04032398e-01]
[ -1.57260530e-01 -1.59887024e-01 2.70861828e-01 -1.84022409e-01
4.81221233e-01 -6.40085673e-02 5.43157713e-01 1.63385525e-02
-2.09892953e-01 3.05333533e-02]
[ -9.69198138e-02 -1.26923581e-01 -1.65817931e-01 -5.84558211e-02
3.56918951e-01 -2.44030950e-01 8.05131295e-02 1.71542234e-01
2.29108335e-02 -7.51567334e-02]
[ 1.26444809e-01 2.63845641e-01 1.70679475e-01 -7.03654905e-02
-1.40722357e-01 4.29491210e-02 -1.78637623e-01 2.84900413e-01
8.93451659e-02 1.92897983e-01]
[ 3.39895247e-01 2.85585784e-01 -8.79345781e-02 3.05939055e-01
-8.86030398e-01 -2.84374713e-01 -4.45236036e-01 1.77483944e-01
3.70200802e-01 -5.40699787e-02]
[ 5.67964628e-02 1.69431657e-01 2.57098925e-01 2.65449533e-01
-1.00657530e-01 -1.99882514e-01 -2.03770345e-01 -1.32036418e-01
-1.28808320e-01 -2.71774590e-01]
[ 3.43779938e-02 -2.24121817e-02 -1.12908113e-01 -3.84718700e-02
2.06233943e-01 3.67045279e-02 -3.66248589e-02 -1.83476156e-01
4.68381697e-02 2.24431471e-01]
[ -1.02831612e-02 -8.12174879e-02 -7.15217558e-02 -6.66810528e-02
3.77758393e-02 -1.69256287e-01 1.18787863e-01 9.63312772e-03
2.57921787e-02 -6.78574214e-03]
[ 2.17545171e-02 4.55552674e-02 2.42041744e-01 6.45310935e-02
-1.96023846e-01 -1.30097020e-01 1.37444030e-01 3.96033435e-02
-1.93484541e-01 1.01721629e-01]
[ 4.89315711e-02 -3.00445704e-02 9.76241285e-02 -2.52519972e-02
-1.35728184e-01 8.17619196e-02 1.31889458e-01 -2.71797038e-01
-4.22190615e-02 -1.20632985e-01]
[ -3.19317098e-02 3.11951160e-02 7.53170505e-02 -5.89851704e-02
5.98429179e-02 1.92104537e-01 1.56987512e-01 1.17519104e-01
-4.33368387e-02 1.47934272e-01]
[ 2.11069764e-01 3.45709987e-02 2.43186625e-02 6.77811720e-02
9.97502691e-02 -1.68778512e-02 -1.27028383e-01 1.47721480e-01
-6.49613067e-02 -3.13399006e-02]
[ 1.61226052e-02 -8.61433584e-02 4.66180119e-03 3.60516666e-03
-2.91800018e-01 -1.10074252e-01 -1.35385080e-01 3.97241804e-02
9.20062439e-02 1.59867227e-01]
[ -8.96431201e-03 4.59712706e-01 9.52503746e-02 3.38900053e-01
-8.78317605e-01 -2.83361664e-01 -5.45347721e-01 -7.60601319e-02
2.25947149e-01 2.65852073e-01]
[ 1.45245536e-01 4.67456560e-01 4.49603446e-02 3.65820343e-01
-6.84543712e-01 -6.53400730e-02 -3.84323394e-01 1.48637446e-01
1.59298687e-01 4.46584882e-01]
[ 2.49171492e-01 2.69779480e-01 2.39589483e-01 1.24122822e-01
-3.40222252e-01 8.80588140e-02 -1.77596785e-01 1.62060429e-01
2.22259101e-01 5.86580017e-02]
[ -8.03785183e-02 1.96667636e-01 2.38293328e-01 4.65403558e-03
-1.27766982e-03 1.35066505e-01 -7.58132630e-02 -1.54677287e-02
-4.24173209e-02 4.05531222e-02]
[ -9.98849772e-02 -1.42518423e-02 2.39233333e-02 8.80348302e-02
-3.68398774e-02 1.18153411e-01 2.65995431e-01 2.02396065e-02
-2.78793039e-01 -9.79250121e-02]
[ -2.12830734e-01 -6.43898851e-04 -8.99363369e-02 -3.35432915e-01
1.52482403e-01 1.17055867e-01 8.21049350e-02 1.04027041e-01
-2.00972971e-01 4.12575034e-02]
[ 2.97562084e-02 -3.12751985e-01 -1.17656505e-01 -1.34365190e-01
2.86403732e-01 1.70107892e-02 1.13669006e-01 1.53944188e-01
-1.43659276e-01 -1.90904631e-01]
[ 1.52754872e-01 -1.31011969e-01 -1.36395050e-01 2.79721064e-03
1.26081579e-01 -6.34959906e-02 -3.51004465e-02 -1.48149242e-01
1.36825346e-01 -9.65750556e-02]
[ -1.23080983e-01 1.56081247e-01 2.55562607e-01 -3.05638840e-02
1.80539097e-01 9.16282802e-02 -1.35986496e-02 -2.98884687e-01
-1.29104296e-01 -6.54287309e-02]
[ -3.51538278e-01 1.02740965e-01 1.04978433e-02 -3.02087470e-02
1.27886582e-01 -1.68660275e-01 -4.83753004e-02 2.35146916e-01
-9.49211057e-02 7.99421999e-02]
[ 1.48164039e-01 1.14612990e-01 -2.40071327e-01 -9.67046835e-02
1.15159570e-01 -2.89955080e-01 4.87321290e-03 -1.67873044e-01
-7.25965209e-03 -1.90592053e-01]
[ 2.05036921e-01 -1.50065916e-01 5.80076142e-02 -3.28779650e-02
7.64361680e-02 -2.74298942e-02 -4.01973849e-03 -1.37177150e-01
1.02575213e-01 -1.87570098e-01]
[ -1.04023455e-01 -2.23013208e-02 1.20641733e-01 1.09429543e-01
1.99539346e-02 -1.11552686e-01 2.31947285e-01 -7.69277955e-02
1.84738383e-01 -2.24767862e-03]
[ 2.07161840e-02 -1.16964452e-01 2.15258572e-01 -2.19145972e-01
6.26915545e-02 1.06392424e-01 -3.08669684e-04 -1.12834041e-01
3.58840016e-02 2.53605578e-01]]
[[ 0.48325439]
[ 1.27608537]
[ 0.23010334]
[ 0.71038396]
[-2.33286187]
[-0.28812448]
[-1.44252623]
[ 0.01038801]
[ 0.55558452]
[ 0.75463912]]
Progress: 15.7% ... Training loss: 0.334 ... Validation loss: 0.543[[ 1.56095213e-01 2.39387335e-01 -1.15678565e-01 9.93320965e-02
-5.18370327e-01 -6.69844422e-02 -7.49251423e-02 1.24024763e-01
-8.73708226e-02 1.94047802e-01]
[ 1.59631931e-02 1.72516376e-01 -1.95731145e-02 4.04580550e-02
9.47919457e-02 -6.05230831e-03 2.96126013e-01 4.12762979e-02
1.39222833e-01 -2.77777699e-02]
[ 1.96633016e-01 4.15089092e-01 3.10982555e-02 1.09455313e-01
6.07703778e-02 -6.07780172e-02 -5.12598499e-01 -3.32813435e-02
1.03961511e-01 3.50847084e-01]
[ -3.21606982e-02 -3.21360063e-01 -2.45613333e-01 5.62754622e-03
4.43100872e-02 1.70836016e-01 1.55330049e-01 5.54515147e-02
6.53379570e-03 7.41655819e-02]
[ -7.82270403e-03 1.70318480e-01 -1.50075511e-01 3.24494870e-02
1.18145380e-01 -1.75199834e-01 3.75659836e-02 -1.20532774e-01
-1.95413979e-01 1.85312348e-02]
[ -3.44359908e-01 -2.98901651e-01 -2.84704629e-01 1.53891451e-01
1.32416641e-01 4.63562058e-02 -9.14624295e-04 -3.50522866e-02
-1.71775115e-03 3.75170063e-02]
[ -5.72165619e-03 -1.49121375e-01 8.83009577e-03 9.33204440e-02
-3.88795768e-02 -7.11466879e-02 1.70338978e-01 -1.89427921e-01
1.81027960e-01 3.57772342e-02]
[ 1.14435515e-01 -2.07830933e-01 3.24883605e-02 -6.82880850e-02
1.49756367e-01 -4.38914981e-02 4.76476582e-02 1.22828232e-01
6.87011151e-02 -1.90041096e-02]
[ -1.59932967e-01 -4.19442894e-02 -3.01495952e-01 -7.48939633e-03
-6.12887894e-02 6.53826135e-02 -2.50654481e-01 -2.71278641e-02
2.69093279e-01 -1.07125146e-01]
[ 6.72189463e-02 -2.13207324e-01 9.12399471e-02 3.33322701e-02
1.27289945e-01 -1.08471148e-01 2.05267201e-02 -9.80060993e-02
3.95875758e-03 1.45615676e-01]
[ -7.77076290e-02 1.03341141e-01 -1.59287905e-03 -1.58164629e-01
3.65437250e-02 2.47306454e-02 7.47962336e-02 -1.02158278e-01
-2.33886564e-02 -1.25190132e-01]
[ -9.25675740e-02 5.67415789e-03 -6.24930768e-02 1.13982258e-02
2.88881573e-01 9.39774317e-02 -3.83741008e-02 -1.47521065e-02
-1.51700851e-01 -1.83381983e-01]
[ -1.55679437e-01 7.00919628e-03 6.25877936e-02 2.36349664e-02
-1.76939229e-01 -2.20429302e-01 -1.81610044e-01 -1.96915431e-01
8.86559710e-02 1.76257777e-01]
[ -2.12874353e-01 -1.36852536e-01 1.21210923e-01 2.74911900e-01
-1.38491366e-01 -8.47573027e-02 -1.29344227e-01 -2.54863249e-01
-2.04993815e-01 1.11148690e-02]
[ 1.19746162e-01 -3.84498748e-02 -1.66972412e-02 1.20770781e-01
-2.51000070e-02 -8.48733914e-02 9.91731031e-02 4.39969599e-03
3.36872902e-02 2.63153511e-02]
[ 3.19526876e-02 -4.44480705e-02 -2.13795660e-01 1.39464974e-01
-3.62351645e-02 9.10307771e-02 -7.99999643e-02 -2.02277820e-02
-1.01286930e-01 -1.09739548e-02]
[ -1.30433873e-01 -6.72724604e-02 -2.07895794e-01 1.43400867e-01
1.23814937e-02 1.38998940e-01 2.45251577e-02 -2.50568737e-01
5.74328850e-02 -2.13226648e-01]
[ -7.01623061e-02 -2.99447918e-02 2.76362535e-01 9.88748139e-02
1.17676596e-01 -6.21794508e-02 -1.33363617e-01 1.20882245e-01
6.93270379e-02 3.37109268e-02]
[ 4.54121762e-02 -2.51764989e-02 8.40506318e-02 7.98117658e-02
1.11624404e-01 -1.55863428e-02 2.68291140e-01 1.20435692e-01
-4.38197592e-02 -7.34712368e-02]
[ 2.63839209e-03 -1.60127929e-01 -2.92509525e-01 -5.47174164e-02
2.46597806e-01 -8.83992335e-02 1.83741714e-01 1.64332828e-01
1.01945161e-01 -3.60658875e-02]
[ 4.62198557e-02 -2.26010810e-03 -1.21662937e-01 3.32119025e-02
-5.91373157e-02 3.28504073e-01 2.63958233e-01 2.05338104e-01
-1.73354347e-01 -6.55623442e-02]
[ 1.75324792e-02 1.34403548e-02 1.27968962e-01 1.24091609e-01
-6.71429945e-02 9.99321815e-02 -2.01572881e-01 -4.00322794e-02
2.21984846e-01 1.00121830e-01]
[ 1.01340740e-01 6.45533850e-02 -5.22563925e-02 -1.13668753e-01
-7.76736969e-02 -3.26244944e-01 1.20654197e-01 8.31815171e-03
1.33360574e-01 7.94699555e-02]
[ -9.54247141e-02 2.56503023e-02 -1.41147805e-02 2.64460545e-02
-2.41311536e-03 -2.04082140e-01 -1.00401568e-01 -1.94910874e-02
1.69658453e-02 1.33168499e-01]
[ -1.31579582e-01 -2.30995892e-02 -1.91437281e-01 1.34112162e-02
-3.02902266e-01 -1.04306849e-02 -5.31569248e-02 -2.25579863e-02
1.67793798e-02 8.21927330e-02]
[ -1.11253595e-02 -7.38711848e-03 -6.55335733e-02 -1.01807633e-01
4.49805314e-01 2.67204902e-01 4.76869298e-01 1.14431382e-01
-1.61657772e-01 -3.43671831e-01]
[ 7.35023722e-03 -2.82400926e-01 -1.81075619e-02 -4.04652968e-02
5.60358984e-01 8.99139488e-02 4.22309234e-01 9.30827630e-02
5.34852638e-02 -3.42744207e-01]
[ 2.64046577e-02 -3.54273711e-01 -3.56281768e-02 -8.72967934e-02
6.13114934e-01 1.69777797e-02 4.10769863e-01 4.97757963e-02
-3.46368347e-01 -1.93517650e-01]
[ -1.37524367e-01 -4.79726271e-01 5.37651926e-03 -1.61193014e-01
6.38629707e-01 -1.04118403e-01 5.08004324e-01 -8.02744612e-02
-3.55752942e-02 1.20598636e-01]
[ -2.63343827e-01 -2.97041011e-01 6.66208501e-02 -1.67842973e-02
8.28094622e-01 1.32085714e-01 3.20234885e-01 4.94120250e-02
-6.52088070e-02 -1.03767159e-01]
[ -1.57382379e-01 -1.60120740e-01 2.70824365e-01 -1.84152743e-01
4.81665954e-01 -6.39572150e-02 5.43467987e-01 1.63366615e-02
-2.10004645e-01 3.03880039e-02]
[ -9.73949132e-02 -1.28115673e-01 -1.66029218e-01 -5.91644928e-02
3.59244243e-01 -2.43746546e-01 8.18894777e-02 1.71531971e-01
2.23671674e-02 -7.58627697e-02]
[ 1.26661494e-01 2.64121076e-01 1.70752716e-01 -7.01186744e-02
-1.41544368e-01 4.28550750e-02 -1.79093819e-01 2.84902657e-01
8.95657742e-02 1.93203290e-01]
[ 3.39350975e-01 2.83889563e-01 -8.82098624e-02 3.05065572e-01
-8.83452476e-01 -2.84041509e-01 -4.43499581e-01 1.77471964e-01
3.69564715e-01 -5.50398868e-02]
[ 5.67569667e-02 1.69326679e-01 2.57082483e-01 2.65390080e-01
-1.00459320e-01 -1.99859434e-01 -2.03651137e-01 -1.32037301e-01
-1.28855309e-01 -2.71837501e-01]
[ 3.42267886e-02 -2.27656545e-02 -1.12978533e-01 -3.87071178e-02
2.06995077e-01 3.67940947e-02 -3.61911591e-02 -1.83479729e-01
4.66541431e-02 2.24234314e-01]
[ -1.01583557e-02 -8.09194101e-02 -7.14716386e-02 -6.65087907e-02
3.72294422e-02 -1.69326147e-01 1.18458844e-01 9.63561963e-03
2.59323098e-02 -6.59564885e-03]
[ 2.25137092e-02 4.76116110e-02 2.42414494e-01 6.56927529e-02
-1.99832958e-01 -1.30529464e-01 1.35097433e-01 3.96200210e-02
-1.92583066e-01 1.02919000e-01]
[ 4.95553306e-02 -2.83198890e-02 9.79609622e-02 -2.41605740e-02
-1.39326999e-01 8.13232778e-02 1.29821593e-01 -2.71781282e-01
-4.13927949e-02 -1.19583206e-01]
[ -3.10146890e-02 3.35034949e-02 7.57651211e-02 -5.76245682e-02
5.53608157e-02 1.91560396e-01 1.54224423e-01 1.17538840e-01
-4.22666722e-02 1.49262979e-01]
[ 2.10635423e-01 3.34775264e-02 2.40744337e-02 6.70207042e-02
1.01911655e-01 -1.66116357e-02 -1.25814342e-01 1.47710383e-01
-6.55521040e-02 -3.21168864e-02]
[ 1.65935055e-02 -8.49903131e-02 4.88632166e-03 4.30214798e-03
-2.93985948e-01 -1.10345281e-01 -1.36817194e-01 3.97347034e-02
9.25544194e-02 1.60553031e-01]
[ -8.59137363e-03 4.60476309e-01 9.54044687e-02 3.39410209e-01
-8.79644581e-01 -2.83550326e-01 -5.46055389e-01 -7.60516903e-02
2.26370509e-01 2.66396844e-01]
[ 1.45688799e-01 4.68598490e-01 4.51761444e-02 3.66440342e-01
-6.86231142e-01 -6.56061169e-02 -3.85632974e-01 1.48647112e-01
1.59803189e-01 4.47301239e-01]
[ 2.49248832e-01 2.69999621e-01 2.39619508e-01 1.24256957e-01
-3.40654000e-01 8.80055914e-02 -1.77857123e-01 1.62062372e-01
2.22358464e-01 5.87702850e-02]
[ -8.02037208e-02 1.97120986e-01 2.38378518e-01 4.93513216e-03
-2.16673106e-03 1.34954776e-01 -7.62969884e-02 -1.54635826e-02
-4.22194773e-02 4.08022229e-02]
[ -9.94612019e-02 -1.31592900e-02 2.41185791e-02 8.86688879e-02
-3.87705877e-02 1.17897438e-01 2.64711545e-01 2.02488734e-02
-2.78300100e-01 -9.72548305e-02]
[ -2.12460027e-01 3.17933988e-04 -8.97567460e-02 -3.34883155e-01
1.50679140e-01 1.16840919e-01 8.09687813e-02 1.04035111e-01
-2.00541617e-01 4.18358582e-02]
[ 2.98231141e-02 -3.12590272e-01 -1.17624964e-01 -1.34264699e-01
2.86125770e-01 1.69715355e-02 1.13472953e-01 1.53945591e-01
-1.43583671e-01 -1.90798147e-01]
[ 1.53518550e-01 -1.29070738e-01 -1.36007642e-01 3.96969724e-03
1.21894326e-01 -6.39098166e-02 -3.74919753e-02 -1.48132408e-01
1.37802469e-01 -9.53222993e-02]
[ -1.23429708e-01 1.55086637e-01 2.55417086e-01 -3.10563425e-02
1.82269603e-01 9.18058164e-02 -1.26031026e-02 -2.98891318e-01
-1.29500633e-01 -6.60023487e-02]
[ -3.51845143e-01 1.01908786e-01 1.03685642e-02 -3.06237936e-02
1.29151887e-01 -1.68502281e-01 -4.74197822e-02 2.35139877e-01
-9.52659067e-02 7.94993631e-02]
[ 1.48364614e-01 1.14851394e-01 -2.40043319e-01 -9.64773416e-02
1.14373628e-01 -2.90085762e-01 4.65920859e-03 -1.67869997e-01
-7.08520098e-03 -1.90472178e-01]
[ 2.06674345e-01 -1.46311125e-01 5.87650445e-02 -3.05171775e-02
7.01368818e-02 -2.83806388e-02 -8.35956878e-03 -1.37140847e-01
1.04418015e-01 -1.85087066e-01]
[ -1.03182865e-01 -2.02837969e-02 1.21053978e-01 1.10709594e-01
1.59033007e-02 -1.12058704e-01 2.29390068e-01 -7.69090686e-02
1.85742057e-01 -9.67997232e-04]
[ 2.09057973e-02 -1.16530816e-01 2.15365431e-01 -2.18742171e-01
6.08096758e-02 1.06224823e-01 -9.23905575e-04 -1.12827914e-01
3.62090991e-02 2.53880875e-01]]
[[ 0.49677151]
[ 1.29003138]
[ 0.24397528]
[ 0.72435334]
[-2.32052632]
[-0.27583705]
[-1.42867002]
[ 0.02262426]
[ 0.56975684]
[ 0.76872706]]
Progress: 15.7% ... Training loss: 0.326 ... Validation loss: 0.529[[ 1.56818442e-01 2.40473542e-01 -1.15224643e-01 1.00291965e-01
-5.19685898e-01 -6.73876808e-02 -7.58607484e-02 1.24062266e-01
-8.65795411e-02 1.95057528e-01]
[ 1.56850196e-02 1.71804497e-01 -1.97063307e-02 4.00629044e-02
9.59862257e-02 -5.90253451e-03 2.96968789e-01 4.12637526e-02
1.38907136e-01 -2.81741322e-02]
[ 1.97137520e-01 4.16631021e-01 3.13342701e-02 1.09880813e-01
5.94234445e-02 -6.09702725e-02 -5.13364041e-01 -3.32603949e-02
1.04400626e-01 3.51369286e-01]
[ -3.05991830e-02 -3.16985252e-01 -2.44774412e-01 8.06443498e-03
3.67126761e-02 1.69908241e-01 1.51273090e-01 5.55181257e-02
8.38950830e-03 7.66515175e-02]
[ -8.74324275e-03 1.67596627e-01 -1.50533008e-01 3.10857761e-02
1.22243042e-01 -1.74782415e-01 3.97995619e-02 -1.20581937e-01
-1.96475277e-01 1.71126490e-02]
[ -3.44632071e-01 -3.00380152e-01 -2.84780138e-01 1.53670917e-01
1.33707278e-01 4.64223392e-02 2.92230540e-04 -3.50574849e-02
-1.91630118e-03 3.72297025e-02]
[ -6.16240588e-03 -1.50514189e-01 8.65918130e-03 9.26554121e-02
-3.63359819e-02 -7.08816755e-02 1.71941965e-01 -1.89444527e-01
1.80514540e-01 3.50395131e-02]
[ 1.14845764e-01 -2.06546153e-01 3.27093210e-02 -6.76312912e-02
1.47710192e-01 -4.41707389e-02 4.66865657e-02 1.22849728e-01
6.92687693e-02 -1.83721164e-02]
[ -1.59970386e-01 -4.25124210e-02 -3.01464047e-01 -7.60042415e-03
-5.99583594e-02 6.53950124e-02 -2.50020376e-01 -2.71293058e-02
2.69001266e-01 -1.07214375e-01]
[ 6.75648897e-02 -2.12287109e-01 9.15012262e-02 3.38911207e-02
1.26636920e-01 -1.08741875e-01 2.02203887e-02 -9.79810796e-02
4.41201886e-03 1.46103138e-01]
[ -7.84270077e-02 1.00802178e-01 -1.84917903e-03 -1.59099644e-01
3.97584938e-02 2.50831069e-02 7.72233817e-02 -1.02186965e-01
-2.41151398e-02 -1.26181140e-01]
[ -9.25342217e-02 5.13823741e-03 -6.24916140e-02 1.14345906e-02
2.89438316e-01 9.39600014e-02 -3.80120629e-02 -1.47501894e-02
-1.51663957e-01 -1.83360697e-01]
[ -1.55679437e-01 7.00919628e-03 6.25877936e-02 2.36349664e-02
-1.76939229e-01 -2.20429302e-01 -1.81610044e-01 -1.96915431e-01
8.86559710e-02 1.76257777e-01]
[ -2.12468282e-01 -1.35768650e-01 1.21462217e-01 2.75649952e-01
-1.40644056e-01 -8.50305306e-02 -1.30590448e-01 -2.54839787e-01
-2.04441748e-01 1.18559642e-02]
[ 1.19657723e-01 -3.91411503e-02 -1.67405630e-02 1.20703056e-01
-2.46792273e-02 -8.48698329e-02 9.97310462e-02 4.39792779e-03
3.36377437e-02 2.61577410e-02]
[ 3.10184294e-02 -4.71417735e-02 -2.14231481e-01 1.38045314e-01
-3.15928310e-02 9.15634552e-02 -7.72040283e-02 -2.02705533e-02
-1.02395864e-01 -1.23937100e-02]
[ -1.30944584e-01 -6.85594311e-02 -2.08150662e-01 1.42635124e-01
1.48591510e-02 1.39283251e-01 2.59548038e-02 -2.50591781e-01
5.68349087e-02 -2.14029200e-01]
[ -6.98061623e-02 -2.92369214e-02 2.76548369e-01 9.93735901e-02
1.16409860e-01 -6.23464408e-02 -1.34020275e-01 1.20899937e-01
6.97223253e-02 3.42168116e-02]
[ 4.54428107e-02 -2.53375066e-02 8.40683499e-02 7.98408942e-02
1.11712552e-01 -1.55948896e-02 2.68386657e-01 1.20438546e-01
-4.37812367e-02 -7.34537628e-02]
[ 2.11895666e-03 -1.61438101e-01 -2.92781542e-01 -5.55281711e-02
2.48773757e-01 -8.81022458e-02 1.85357929e-01 1.64309432e-01
1.01330330e-01 -3.68325953e-02]
[ 4.69278833e-02 -2.37815469e-04 -1.21296709e-01 3.43061442e-02
-6.22985011e-02 3.28067136e-01 2.61823936e-01 2.05369964e-01
-1.72477643e-01 -6.45087360e-02]
[ 1.77245305e-02 1.41964143e-02 1.28108439e-01 1.24418058e-01
-6.76913922e-02 9.97706493e-02 -2.01940285e-01 -4.00198380e-02
2.22189952e-01 1.00432027e-01]
[ 1.01807850e-01 6.52219160e-02 -5.20046600e-02 -1.13005729e-01
-7.92114388e-02 -3.26488416e-01 1.19764579e-01 8.33888421e-03
1.33914457e-01 8.01785659e-02]
[ -9.59478288e-02 2.42775884e-02 -1.43559852e-02 2.56825506e-02
-4.34040871e-05 -2.03796741e-01 -9.89717569e-02 -1.95146157e-02
1.63790373e-02 1.32361438e-01]
[ -1.31503744e-01 -2.29770534e-02 -1.91395889e-01 1.35491328e-02
-3.03291610e-01 -1.04786097e-02 -5.33049415e-02 -2.25542698e-02
1.68795778e-02 8.23272892e-02]
[ -1.14014525e-02 -8.10058651e-03 -6.56641780e-02 -1.02202431e-01
4.51174364e-01 2.67346726e-01 4.77665202e-01 1.14419215e-01
-1.61969303e-01 -3.44104076e-01]
[ 6.89044694e-03 -2.83534678e-01 -1.83376792e-02 -4.11408085e-02
5.62417607e-01 9.01669787e-02 4.23679658e-01 9.30631773e-02
5.30160532e-02 -3.43446757e-01]
[ 2.63856265e-02 -3.54467222e-01 -3.56113620e-02 -8.72312792e-02
6.12874708e-01 1.69569962e-02 4.10911461e-01 4.97783942e-02
-3.46345177e-01 -1.93487770e-01]
[ -1.37968156e-01 -4.80797999e-01 5.14189472e-03 -1.61900608e-01
6.40684204e-01 -1.03851342e-01 5.09357271e-01 -8.02963734e-02
-3.61119108e-02 1.19905755e-01]
[ -2.63388313e-01 -2.97303374e-01 6.66242260e-02 -1.67767536e-02
8.28124176e-01 1.32074323e-01 3.20412610e-01 4.94122509e-02
-6.52026178e-02 -1.03770251e-01]
[ -1.57781977e-01 -1.61221844e-01 2.70630522e-01 -1.84755845e-01
4.83515801e-01 -6.37284105e-02 5.44560650e-01 1.63186741e-02
-2.10463659e-01 2.97747280e-02]
[ -9.75079713e-02 -1.28416866e-01 -1.66078096e-01 -5.93356294e-02
3.59789491e-01 -2.43678916e-01 8.22460515e-02 1.71526588e-01
2.22356401e-02 -7.60387379e-02]
[ 1.26374800e-01 2.63377147e-01 1.70642139e-01 -7.05288847e-02
-1.40284619e-01 4.30149723e-02 -1.78233317e-01 2.84889816e-01
8.92400103e-02 1.92767061e-01]
[ 3.40022737e-01 2.85742528e-01 -8.78688400e-02 3.06011860e-01
-8.85538600e-01 -2.84438065e-01 -4.45328169e-01 1.77500372e-01
3.70241275e-01 -5.40095074e-02]
[ 5.67278554e-02 1.69269742e-01 2.57067615e-01 2.65346970e-01
-1.00322736e-01 -1.99842401e-01 -2.03568304e-01 -1.32038624e-01
-1.28889245e-01 -2.71882883e-01]
[ 3.41666953e-02 -2.28849598e-02 -1.13003334e-01 -3.87618730e-02
2.07156899e-01 3.68130807e-02 -3.60498966e-02 -1.83480271e-01
4.66199497e-02 2.24092192e-01]
[ -1.03432426e-02 -8.13726647e-02 -7.15629642e-02 -6.67720870e-02
3.80615210e-02 -1.69245241e-01 1.18949145e-01 9.62739017e-03
2.57211736e-02 -6.84034218e-03]
[ 2.26918684e-02 4.80608883e-02 2.42502791e-01 6.59401457e-02
-2.00647239e-01 -1.30619819e-01 1.34600589e-01 3.96279447e-02
-1.92404136e-01 1.03200630e-01]
[ 4.95993479e-02 -2.82020721e-02 9.79814438e-02 -2.40944694e-02
-1.39538499e-01 8.13019887e-02 1.29696483e-01 -2.71779587e-01
-4.13446028e-02 -1.19515480e-01]
[ -3.09262588e-02 3.37380014e-02 7.58097740e-02 -5.74986408e-02
5.49453815e-02 1.91512950e-01 1.53964650e-01 1.17542753e-01
-4.21674496e-02 1.49406734e-01]
[ 2.10345344e-01 3.27582744e-02 2.39389608e-02 6.66085162e-02
1.03179358e-01 -1.64734817e-02 -1.25063684e-01 1.47697796e-01
-6.58645109e-02 -3.25699196e-02]
[ 1.62420300e-02 -8.59005508e-02 4.73840656e-03 3.78797326e-03
-2.92268943e-01 -1.10150642e-01 -1.35870439e-01 3.97181525e-02
9.21642798e-02 1.60041423e-01]
[ -7.17623596e-03 4.62971821e-01 9.61065256e-02 3.41384343e-01
-8.84892459e-01 -2.84250497e-01 -5.49034344e-01 -7.59870286e-02
2.27954228e-01 2.68468333e-01]
[ 1.45876002e-01 4.69009498e-01 4.52808051e-02 3.66723953e-01
-6.86973813e-01 -6.57157771e-02 -3.86120937e-01 1.48657354e-01
1.60037362e-01 4.47569248e-01]
[ 2.49177589e-01 2.69963169e-01 2.39634703e-01 1.24256955e-01
-3.40607260e-01 8.79974936e-02 -1.77667128e-01 1.62063216e-01
2.22347704e-01 5.87134149e-02]
[ -8.01049250e-02 1.97365313e-01 2.38425844e-01 5.10399139e-03
-2.65959289e-03 1.34893150e-01 -7.66125415e-02 -1.54583647e-02
-4.20944734e-02 4.09855450e-02]
[ -9.90141120e-02 -1.19430260e-02 2.43443212e-02 8.93537918e-02
-4.09000094e-02 1.17635002e-01 2.63476718e-01 2.02700345e-02
-2.77762434e-01 -9.65405605e-02]
[ -2.12599685e-01 -5.41158641e-05 -8.98337057e-02 -3.35113869e-01
1.51396112e-01 1.16925777e-01 8.14162149e-02 1.04028133e-01
-2.00720655e-01 4.16126274e-02]
[ 2.95215230e-02 -3.13578080e-01 -1.17788160e-01 -1.34694184e-01
2.87579180e-01 1.71128294e-02 1.14485844e-01 1.53933038e-01
-1.43927550e-01 -1.91337686e-01]
[ 1.53008609e-01 -1.30373503e-01 -1.36241905e-01 3.15894830e-03
1.24537584e-01 -6.36097976e-02 -3.59454383e-02 -1.48156593e-01
1.37168189e-01 -9.61201260e-02]
[ -1.23462187e-01 1.54033528e-01 2.55418688e-01 -3.11280913e-02
1.82872031e-01 9.18362095e-02 -1.20291203e-02 -2.98892395e-01
-1.29515398e-01 -6.59529950e-02]
[ -3.51748341e-01 1.02233157e-01 1.04427850e-02 -3.04252230e-02
1.28905927e-01 -1.68602687e-01 -4.76932744e-02 2.35145395e-01
-9.50924679e-02 7.96765885e-02]
[ 1.49349924e-01 1.17105438e-01 -2.39486072e-01 -9.48881026e-02
1.09909855e-01 -2.90673338e-01 2.38400783e-03 -1.67817400e-01
-5.86675400e-03 -1.89029937e-01]
[ 2.05945143e-01 -1.48128396e-01 5.83951046e-02 -3.16335257e-02
7.35804624e-02 -2.79666956e-02 -6.18764139e-03 -1.37174421e-01
1.03560140e-01 -1.86161339e-01]
[ -1.02745445e-01 -1.94686680e-02 1.21303462e-01 1.11403027e-01
1.44679163e-02 -1.12358222e-01 2.28554541e-01 -7.68854624e-02
1.86259936e-01 -2.66773130e-04]
[ 2.03178059e-02 -1.17905882e-01 2.15093522e-01 -2.19564367e-01
6.33840133e-02 1.06532273e-01 6.50722867e-04 -1.12852551e-01
3.55699258e-02 2.52900672e-01]]
[[ 0.49767825]
[ 1.29273273]
[ 0.2441491 ]
[ 0.72692133]
[-2.32740549]
[-0.27706419]
[-1.43209712]
[ 0.02342172]
[ 0.57064916]
[ 0.77072653]]
Progress: 15.8% ... Training loss: 0.326 ... Validation loss: 0.529[[ 1.58630421e-01 2.43840026e-01 -1.14198583e-01 1.03156053e-01
-5.28716737e-01 -6.84172317e-02 -8.02585837e-02 1.24158543e-01
-8.41442539e-02 1.97433883e-01]
[ 1.56182749e-02 1.71576460e-01 -1.97271041e-02 4.00380392e-02
9.60936018e-02 -5.88001248e-03 2.97194969e-01 4.12628585e-02
1.38841710e-01 -2.81801310e-02]
[ 1.99734415e-01 4.22543455e-01 3.27433132e-02 1.13688831e-01
4.63466883e-02 -6.23715019e-02 -5.19870330e-01 -3.31202638e-02
1.07709039e-01 3.54287352e-01]
[ -3.45954686e-02 -3.26815237e-01 -2.46796475e-01 2.01030279e-03
5.57084872e-02 1.72108253e-01 1.61901702e-01 5.53216195e-02
3.55338685e-03 7.09416266e-02]
[ -8.68550248e-03 1.67056448e-01 -1.50349087e-01 3.12955173e-02
1.21059059e-01 -1.74851593e-01 3.99822563e-02 -1.20572873e-01
-1.96104662e-01 1.66936053e-02]
[ -3.44296586e-01 -3.00204809e-01 -2.84596368e-01 1.54387528e-01
1.31754967e-01 4.61545668e-02 -2.83228231e-04 -3.50368065e-02
-1.42644512e-03 3.77583176e-02]
[ -5.47816454e-03 -1.48956813e-01 8.96029261e-03 9.36535575e-02
-3.93616081e-02 -7.12444395e-02 1.70177330e-01 -1.89413680e-01
1.81268297e-01 3.59842347e-02]
[ 1.15278180e-01 -2.06821378e-01 3.30232272e-02 -6.68239832e-02
1.44920422e-01 -4.44453911e-02 4.66046536e-02 1.22885067e-01
7.00704525e-02 -1.82473715e-02]
[ -1.59852549e-01 -4.20841686e-02 -3.01378410e-01 -7.40206586e-03
-6.04345236e-02 6.53278048e-02 -2.50266255e-01 -2.71226618e-02
2.69113096e-01 -1.07022589e-01]
[ 7.03476332e-02 -2.06847528e-01 9.29650313e-02 3.82731739e-02
1.12812640e-01 -1.10338135e-01 1.37301252e-02 -9.78356866e-02
7.97072466e-03 1.49712451e-01]
[ -7.93259402e-02 9.83365877e-02 -2.28968533e-03 -1.60397332e-01
4.40085539e-02 2.55618563e-02 8.00275863e-02 -1.02227045e-01
-2.52031716e-02 -1.27532751e-01]
[ -9.28480526e-02 4.04999410e-03 -6.26304888e-02 1.10706479e-02
2.90768665e-01 9.41051152e-02 -3.69938888e-02 -1.47619943e-02
-1.51977505e-01 -1.83828532e-01]
[ -1.55679437e-01 7.00919628e-03 6.25877936e-02 2.36349664e-02
-1.76939229e-01 -2.20429302e-01 -1.81610044e-01 -1.96915431e-01
8.86559710e-02 1.76257777e-01]
[ -2.12309190e-01 -1.35697301e-01 1.21566235e-01 2.76011063e-01
-1.41717408e-01 -8.51595194e-02 -1.30837602e-01 -2.54829962e-01
-2.04191862e-01 1.21522971e-02]
[ 1.19509471e-01 -3.96512115e-02 -1.68106287e-02 1.20507664e-01
-2.41098603e-02 -8.48147040e-02 1.00180965e-01 4.39171777e-03
3.34767538e-02 2.59166378e-02]
[ 3.16241656e-02 -4.59855946e-02 -2.13946472e-01 1.39025007e-01
-3.41914598e-02 9.12042687e-02 -7.85840272e-02 -2.02400488e-02
-1.01660953e-01 -1.14962927e-02]
[ -1.30623539e-01 -6.78090416e-02 -2.08004445e-01 1.43102997e-01
1.34586420e-02 1.39127926e-01 2.50318773e-02 -2.50578460e-01
5.71865337e-02 -2.13538744e-01]
[ -6.97697742e-02 -2.90691505e-02 2.76553841e-01 9.94172521e-02
1.16276783e-01 -6.23676149e-02 -1.34117695e-01 1.20901919e-01
6.97494814e-02 3.42072846e-02]
[ 4.54550473e-02 -2.53027255e-02 8.40383181e-02 7.98308573e-02
1.11313639e-01 -1.56168386e-02 2.68468443e-01 1.20439192e-01
-4.37944976e-02 -7.35287924e-02]
[ 3.46967481e-03 -1.58459097e-01 -2.92028939e-01 -5.33684707e-02
2.41726327e-01 -8.88370883e-02 1.81848107e-01 1.64382387e-01
1.03065681e-01 -3.49823773e-02]
[ 4.65524833e-02 -2.08375116e-03 -1.21419353e-01 3.38245771e-02
-6.05059226e-02 3.28222154e-01 2.63493400e-01 2.05359510e-01
-1.72757498e-01 -6.53276817e-02]
[ 1.70641259e-02 1.25066474e-02 1.27763008e-01 1.23387672e-01
-6.45217922e-02 1.00166878e-01 -1.99961112e-01 -4.00528708e-02
2.21411787e-01 9.93866368e-02]
[ 1.02100989e-01 6.60273690e-02 -5.18424158e-02 -1.12566680e-01
-8.03694186e-02 -3.26652170e-01 1.18918183e-01 8.35303482e-03
1.34226860e-01 8.06477339e-02]
[ -9.59363122e-02 2.43410821e-02 -1.43408017e-02 2.57210833e-02
-1.91287525e-04 -2.03811568e-01 -9.89282132e-02 -1.95129990e-02
1.64016940e-02 1.32396496e-01]
[ -1.31539579e-01 -2.30739632e-02 -1.91414041e-01 1.34973161e-02
-3.03109253e-01 -1.04573349e-02 -5.31929946e-02 -2.25560675e-02
1.68349859e-02 8.22685014e-02]
[ -1.16130300e-02 -8.62343953e-03 -6.57666158e-02 -1.02518139e-01
4.52131768e-01 2.67459896e-01 4.78230435e-01 1.14409157e-01
-1.62205377e-01 -3.44411829e-01]
[ 7.17995856e-03 -2.83039857e-01 -1.81553167e-02 -4.05891532e-02
5.60792927e-01 8.99626384e-02 4.22969977e-01 9.30804291e-02
5.34355149e-02 -3.42946357e-01]
[ 2.60987225e-02 -3.55293931e-01 -3.57500694e-02 -8.76478924e-02
6.14197312e-01 1.71115504e-02 4.11775127e-01 4.97648620e-02
-3.46670181e-01 -1.93927876e-01]
[ -1.37966573e-01 -4.80896706e-01 5.13685286e-03 -1.61897620e-01
6.40802725e-01 -1.03853839e-01 5.09512848e-01 -8.02966272e-02
-3.61056264e-02 1.19893362e-01]
[ -2.63509567e-01 -2.97744266e-01 6.65601922e-02 -1.69462118e-02
8.28591891e-01 1.32124806e-01 3.20837992e-01 4.94068406e-02
-6.53354457e-02 -1.03966062e-01]
[ -1.58128775e-01 -1.62093154e-01 2.70458428e-01 -1.85258128e-01
4.85087430e-01 -6.35358893e-02 5.45501279e-01 1.63023284e-02
-2.10857344e-01 2.92579911e-02]
[ -9.75186069e-02 -1.28478195e-01 -1.66074879e-01 -5.93402679e-02
3.59791566e-01 -2.43673987e-01 8.23114125e-02 1.71526481e-01
2.22247408e-02 -7.60463090e-02]
[ 1.25326678e-01 2.60560628e-01 1.70110668e-01 -7.21603231e-02
-1.35191245e-01 4.36286964e-02 -1.75097174e-01 2.84838326e-01
8.80006679e-02 1.91104182e-01]
[ 3.39033058e-01 2.83011047e-01 -8.83885204e-02 3.04498117e-01
-8.80977522e-01 -2.83856741e-01 -4.42289419e-01 1.77450347e-01
3.69034736e-01 -5.56094662e-02]
[ 5.66271027e-02 1.68976735e-01 2.57022995e-01 2.65187597e-01
-9.98224186e-02 -1.99782665e-01 -2.03273684e-01 -1.32042965e-01
-1.29004909e-01 -2.72047925e-01]
[ 3.40393531e-02 -2.31945038e-02 -1.13056513e-01 -3.89401244e-02
2.07717724e-01 3.68786467e-02 -3.56735380e-02 -1.83485326e-01
4.64585238e-02 2.23907403e-01]
[ -1.04375016e-02 -8.16116400e-02 -7.16087677e-02 -6.69065737e-02
3.84817851e-02 -1.69198355e-01 1.19222019e-01 9.62426616e-03
2.56120255e-02 -6.98450556e-03]
[ 2.30944463e-02 4.90215731e-02 2.42678306e-01 6.65072220e-02
-2.02393796e-01 -1.30808068e-01 1.33462232e-01 3.96432107e-02
-1.91962073e-01 1.03796514e-01]
[ 5.00447311e-02 -2.71056811e-02 9.81945397e-02 -2.34542841e-02
-1.41569909e-01 8.10580064e-02 1.28381480e-01 -2.71760275e-01
-4.08544859e-02 -1.18825490e-01]
[ -3.04366888e-02 3.50955116e-02 7.60355941e-02 -5.67936905e-02
5.26477119e-02 1.91238084e-01 1.52573901e-01 1.17564927e-01
-4.16327433e-02 1.50020804e-01]
[ 2.10267815e-01 3.25015396e-02 2.39261493e-02 6.65632422e-02
1.03358649e-01 -1.64587117e-02 -1.24828241e-01 1.47696544e-01
-6.58879792e-02 -3.27004905e-02]
[ 1.72548720e-02 -8.32108539e-02 5.24524857e-03 5.33868526e-03
-2.97072325e-01 -1.10708025e-01 -1.38625389e-01 3.97681971e-02
9.33349410e-02 1.61529821e-01]
[ -6.37662587e-03 4.64872676e-01 9.65531083e-02 3.42673976e-01
-8.88309862e-01 -2.84754486e-01 -5.50997249e-01 -7.59421280e-02
2.28985268e-01 2.69764913e-01]
[ 1.47271386e-01 4.71585221e-01 4.60364849e-02 3.68922300e-01
-6.94334552e-01 -6.65015384e-02 -3.89540496e-01 1.48734002e-01
1.61870605e-01 4.49306912e-01]
[ 2.49251087e-01 2.70153556e-01 2.39669452e-01 1.24362071e-01
-3.40948897e-01 8.79565846e-02 -1.77874969e-01 1.62066674e-01
2.22423679e-01 5.88268045e-02]
[ -7.99389100e-02 1.97807006e-01 2.38507858e-01 5.35197826e-03
-3.41829912e-03 1.34798725e-01 -7.70846513e-02 -1.54503501e-02
-4.19101928e-02 4.12280557e-02]
[ -9.92220385e-02 -1.24544032e-02 2.42419619e-02 8.90476993e-02
-3.99253589e-02 1.17751928e-01 2.64047568e-01 2.02599628e-02
-2.78003354e-01 -9.68675753e-02]
[ -2.12592066e-01 -8.72859919e-05 -8.98198570e-02 -3.35042429e-01
1.51263241e-01 1.16897964e-01 8.14747361e-02 1.04030236e-01
-2.00680465e-01 4.16613257e-02]
[ 2.96306886e-02 -3.13387484e-01 -1.17751223e-01 -1.34526492e-01
2.87120616e-01 1.70500570e-02 1.14189710e-01 1.53938440e-01
-1.43803450e-01 -1.91180615e-01]
[ 1.52155615e-01 -1.32915895e-01 -1.36680973e-01 1.81867535e-03
1.28757877e-01 -6.30753699e-02 -3.31161600e-02 -1.48201717e-01
1.36116511e-01 -9.75514290e-02]
[ -1.21912887e-01 1.57105954e-01 2.56235010e-01 -2.87059329e-02
1.75225865e-01 9.08905090e-02 -1.58623981e-02 -2.98807738e-01
-1.27575397e-01 -6.38124896e-02]
[ -3.51585726e-01 1.02615751e-01 1.05447654e-02 -3.01058833e-02
1.28034328e-01 -1.68722487e-01 -4.80470798e-02 2.35155576e-01
-9.48222375e-02 7.99546979e-02]
[ 1.49327458e-01 1.16713495e-01 -2.39486148e-01 -9.48232197e-02
1.09733599e-01 -2.90671110e-01 2.68219091e-03 -1.67813364e-01
-5.79896213e-03 -1.89124194e-01]
[ 2.05967236e-01 -1.48302690e-01 5.84390091e-02 -3.15523241e-02
7.37842669e-02 -2.80028032e-02 -5.99315088e-03 -1.37169295e-01
1.03682888e-01 -1.86104461e-01]
[ -1.02824575e-01 -1.97041044e-02 1.21281905e-01 1.11328017e-01
1.45148977e-02 -1.12305176e-01 2.28815681e-01 -7.68881603e-02
1.86177490e-01 -4.23112788e-04]
[ 2.11083671e-02 -1.16131091e-01 2.15476442e-01 -2.18316244e-01
5.93630840e-02 1.06071782e-01 -1.41317104e-03 -1.12815220e-01
3.64604041e-02 2.53896946e-01]]
[[ 0.50694321]
[ 1.30570505]
[ 0.25471149]
[ 0.73740229]
[-2.32231276]
[-0.27228281]
[-1.42901321]
[ 0.02938106]
[ 0.57909029]
[ 0.78393465]]
Progress: 15.8% ... Training loss: 0.328 ... Validation loss: 0.521[[ 1.59563921e-01 2.44621169e-01 -1.13672631e-01 1.04412362e-01
-5.31366575e-01 -6.88479847e-02 -8.21960568e-02 1.24214743e-01
-8.29549928e-02 1.98754588e-01]
[ 1.57718970e-02 1.71959877e-01 -1.96494538e-02 4.02590004e-02
9.54342392e-02 -5.96331593e-03 2.96775547e-01 4.12715432e-02
1.39012631e-01 -2.79381567e-02]
[ 1.97584338e-01 4.17307830e-01 3.16705279e-02 1.10285098e-01
5.66271278e-02 -6.11510756e-02 -5.14019874e-01 -3.32449812e-02
1.05304169e-01 3.50982050e-01]
[ -3.67001378e-02 -3.30740722e-01 -2.47891645e-01 -7.39446540e-04
6.40715325e-02 1.72999021e-01 1.67806291e-01 5.52071412e-02
1.11219655e-03 6.80591126e-02]
[ -6.18418200e-03 1.71693673e-01 -1.49103850e-01 3.47797700e-02
1.10265462e-01 -1.75971707e-01 3.31941498e-02 -1.20434316e-01
-1.93198729e-01 2.02383736e-02]
[ -3.43898585e-01 -2.99890500e-01 -2.84361540e-01 1.55122590e-01
1.29965308e-01 4.58888178e-02 -8.60987663e-04 -3.50095964e-02
-9.08259357e-04 3.83903839e-02]
[ -4.20001181e-03 -1.46876022e-01 9.60320882e-03 9.53312883e-02
-4.39942166e-02 -7.17995889e-02 1.66910233e-01 -1.89338870e-01
1.82774113e-01 3.76486946e-02]
[ 1.13336381e-01 -2.11914594e-01 3.20935067e-02 -6.96009467e-02
1.53151160e-01 -4.34411568e-02 5.20890963e-02 1.22776266e-01
6.79416064e-02 -2.10261807e-02]
[ -1.60157072e-01 -4.29657197e-02 -3.01549594e-01 -7.88602300e-03
-5.86433985e-02 6.54928210e-02 -2.49046123e-01 -2.71409924e-02
2.68742549e-01 -1.07538908e-01]
[ 6.97090140e-02 -2.09709082e-01 9.26554983e-02 3.71208110e-02
1.16596855e-01 -1.09880801e-01 1.60425394e-02 -9.78736497e-02
7.28085583e-03 1.48638358e-01]
[ -7.92864959e-02 9.79401320e-02 -2.20117523e-03 -1.60145159e-01
4.35620214e-02 2.54736019e-02 8.01711626e-02 -1.02216071e-01
-2.49894306e-02 -1.27418867e-01]
[ -9.28190456e-02 3.72833646e-03 -6.26326257e-02 1.11227099e-02
2.91030577e-01 9.40843880e-02 -3.65901612e-02 -1.47601170e-02
-1.51976768e-01 -1.83866925e-01]
[ -1.55679437e-01 7.00919628e-03 6.25877936e-02 2.36349664e-02
-1.76939229e-01 -2.20429302e-01 -1.81610044e-01 -1.96915431e-01
8.86559710e-02 1.76257777e-01]
[ -2.12233366e-01 -1.35601140e-01 1.21617287e-01 2.76160403e-01
-1.42144601e-01 -8.52121462e-02 -1.30976931e-01 -2.54824021e-01
-2.04099144e-01 1.23104330e-02]
[ 1.19933814e-01 -3.89740879e-02 -1.65787194e-02 1.21245629e-01
-2.60827871e-02 -8.50891618e-02 9.92847032e-02 4.41958683e-03
3.40312009e-02 2.65761363e-02]
[ 3.14028350e-02 -4.67586126e-02 -2.14058483e-01 1.38688495e-01
-3.29916146e-02 9.13355691e-02 -7.77480948e-02 -2.02542143e-02
-1.01934589e-01 -1.18923893e-02]
[ -1.30237249e-01 -6.72915445e-02 -2.07804639e-01 1.43639585e-01
1.18797210e-02 1.38963606e-01 2.40545082e-02 -2.50553422e-01
5.76621592e-02 -2.12987835e-01]
[ -6.97492973e-02 -2.91363579e-02 2.76558890e-01 9.93822095e-02
1.16530577e-01 -6.23787279e-02 -1.33907924e-01 1.20902497e-01
6.97503532e-02 3.40575165e-02]
[ 4.58942183e-02 -2.47281368e-02 8.42597054e-02 8.03648484e-02
1.09788164e-01 -1.57804921e-02 2.67194290e-01 1.20462789e-01
-4.32897897e-02 -7.29038931e-02]
[ 3.21221713e-03 -1.58916093e-01 -2.92137001e-01 -5.36826698e-02
2.42313144e-01 -8.86949082e-02 1.82465204e-01 1.64371109e-01
1.02853106e-01 -3.52812433e-02]
[ 4.61559769e-02 -3.53787694e-03 -1.21592224e-01 3.32855933e-02
-5.85737387e-02 3.28405632e-01 2.64788548e-01 2.05339236e-01
-1.73154057e-01 -6.59347313e-02]
[ 1.64168583e-02 1.08651163e-02 1.27431140e-01 1.22397406e-01
-6.16125286e-02 1.00514951e-01 -1.98106207e-01 -4.00917278e-02
2.20631664e-01 9.84782118e-02]
[ 1.02126531e-01 6.60762647e-02 -5.18438698e-02 -1.12539171e-01
-7.99672016e-02 -3.26683470e-01 1.19103414e-01 8.35390283e-03
1.34250069e-01 8.06504279e-02]
[ -9.63297919e-02 2.32975625e-02 -1.45361531e-02 2.51358236e-02
1.51871541e-03 -2.03582844e-01 -9.78588153e-02 -1.95362260e-02
1.59645727e-02 1.31796837e-01]
[ -1.31565351e-01 -2.31314985e-02 -1.91424787e-01 1.34640570e-02
-3.02999265e-01 -1.04452654e-02 -5.31136457e-02 -2.25572684e-02
1.68080280e-02 8.22336270e-02]
[ -1.17487174e-02 -8.97050903e-03 -6.58324745e-02 -1.02710235e-01
4.52697708e-01 2.67530498e-01 4.78589385e-01 1.14402625e-01
-1.62357691e-01 -3.44611327e-01]
[ 7.25243508e-03 -2.82968644e-01 -1.81173358e-02 -4.04759860e-02
5.60601280e-01 8.99231679e-02 4.22895879e-01 9.30846792e-02
5.35241833e-02 -3.42843029e-01]
[ 2.55923824e-02 -3.56716955e-01 -3.59958515e-02 -8.83699367e-02
6.16308520e-01 1.73731776e-02 4.13265265e-01 4.97371594e-02
-3.47247963e-01 -1.94679323e-01]
[ -1.38526381e-01 -4.82350689e-01 4.84835442e-03 -1.62739006e-01
6.43048212e-01 -1.03550917e-01 5.11068656e-01 -8.03292711e-02
-3.67552138e-02 1.19077577e-01]
[ -2.63796044e-01 -2.98450453e-01 6.64277466e-02 -1.73694843e-02
8.29913229e-01 1.32274360e-01 3.21640103e-01 4.93901553e-02
-6.56343379e-02 -1.04315845e-01]
[ -1.58394813e-01 -1.62845535e-01 2.70327102e-01 -1.85647817e-01
4.86245301e-01 -6.33980436e-02 5.46249733e-01 1.62867431e-02
-2.11162378e-01 2.88681597e-02]
[ -9.78695203e-02 -1.29352346e-01 -1.66248325e-01 -5.98645628e-02
3.61465723e-01 -2.43480348e-01 8.34191037e-02 1.71505441e-01
2.18178479e-02 -7.66267501e-02]
[ 1.25363709e-01 2.60678968e-01 1.70127957e-01 -7.21001969e-02
-1.35318987e-01 4.36244325e-02 -1.75200402e-01 2.84840552e-01
8.80591163e-02 1.91160898e-01]
[ 3.39082400e-01 2.83147024e-01 -8.83580745e-02 3.04586023e-01
-8.81256940e-01 -2.83880657e-01 -4.42425718e-01 1.77453920e-01
3.69099676e-01 -5.55153632e-02]
[ 5.67291301e-02 1.69161288e-01 2.57069167e-01 2.65322257e-01
-1.00241848e-01 -1.99841993e-01 -2.03519488e-01 -1.32037440e-01
-1.28889512e-01 -2.71947178e-01]
[ 3.37608595e-02 -2.38825131e-02 -1.13197359e-01 -3.93537212e-02
2.08692285e-01 3.70249176e-02 -3.49182270e-02 -1.83501864e-01
4.61184929e-02 2.23536125e-01]
[ -1.03946659e-02 -8.14347951e-02 -7.15882136e-02 -6.68476513e-02
3.83957197e-02 -1.69214563e-01 1.19126020e-01 9.62608416e-03
2.56550911e-02 -6.96190235e-03]
[ 2.32590005e-02 4.94645020e-02 2.42758619e-01 6.67430088e-02
-2.03079905e-01 -1.30910812e-01 1.32994677e-01 3.96532158e-02
-1.91789077e-01 1.04043315e-01]
[ 5.00933102e-02 -2.69033166e-02 9.82412971e-02 -2.33261521e-02
-1.41981529e-01 8.10192413e-02 1.28176936e-01 -2.71754609e-01
-4.07509331e-02 -1.18718142e-01]
[ -3.07136927e-02 3.44355311e-02 7.58881623e-02 -5.72351684e-02
5.39732834e-02 1.91392581e-01 1.53388995e-01 1.17547279e-01
-4.19797030e-02 1.49565404e-01]
[ 2.10446665e-01 3.27165471e-02 2.40202192e-02 6.68442216e-02
1.02465765e-01 -1.65559620e-02 -1.25370825e-01 1.47704465e-01
-6.56685814e-02 -3.23705948e-02]
[ 1.69606280e-02 -8.39876664e-02 5.10605047e-03 4.93007979e-03
-2.95715038e-01 -1.10555878e-01 -1.37768879e-01 3.97508154e-02
9.29963201e-02 1.61063309e-01]
[ -5.11724269e-03 4.67325690e-01 9.71743695e-02 3.44410867e-01
-8.92888886e-01 -2.85334081e-01 -5.54153754e-01 -7.58712035e-02
2.30431727e-01 2.71583300e-01]
[ 1.48418833e-01 4.73604030e-01 4.66301854e-02 3.70545335e-01
-6.98949075e-01 -6.71068573e-02 -3.92229313e-01 1.48803896e-01
1.63263045e-01 4.50869783e-01]
[ 2.49698980e-01 2.71186800e-01 2.39900451e-01 1.25042187e-01
-3.43005000e-01 8.77049585e-02 -1.79079340e-01 1.62091972e-01
2.22948475e-01 5.94916201e-02]
[ -8.01956645e-02 1.97116568e-01 2.38378308e-01 4.95665859e-03
-2.20385869e-03 1.34946579e-01 -7.63530652e-02 -1.54659693e-02
-4.22206161e-02 4.08061414e-02]
[ -9.95987954e-02 -1.32243936e-02 2.40551088e-02 8.85163406e-02
-3.82474142e-02 1.17948110e-01 2.65108723e-01 2.02427230e-02
-2.78417650e-01 -9.74476649e-02]
[ -2.13201936e-01 -1.63146720e-03 -9.01237885e-02 -3.35925991e-01
1.54020651e-01 1.17221476e-01 8.31469238e-02 1.03995987e-01
-2.01369236e-01 4.07780241e-02]
[ 2.97084878e-02 -3.13333239e-01 -1.17708759e-01 -1.34347638e-01
2.86681562e-01 1.69802423e-02 1.14014236e-01 1.53945090e-01
-1.43679398e-01 -1.91021550e-01]
[ 1.52326283e-01 -1.32281126e-01 -1.36572337e-01 2.16430527e-03
1.27792538e-01 -6.31914571e-02 -3.37428242e-02 -1.48187111e-01
1.36346679e-01 -9.72447853e-02]
[ -1.22316897e-01 1.55707403e-01 2.56027954e-01 -2.94043531e-02
1.77089928e-01 9.11750361e-02 -1.47343906e-02 -2.98830302e-01
-1.27996352e-01 -6.44355148e-02]
[ -3.50635278e-01 1.04224985e-01 1.09960629e-02 -2.88127663e-02
1.24694220e-01 -1.69211102e-01 -5.00861889e-02 2.35211976e-01
-9.37624214e-02 8.11910892e-02]
[ 1.49160797e-01 1.15833278e-01 -2.39528194e-01 -9.50538091e-02
1.10959270e-01 -2.90589696e-01 3.38055888e-03 -1.67819611e-01
-5.92980861e-03 -1.89397795e-01]
[ 2.05713805e-01 -1.49100018e-01 5.83011127e-02 -3.19615891e-02
7.50596702e-02 -2.78566939e-02 -5.01312687e-03 -1.37186115e-01
1.03365864e-01 -1.86611170e-01]
[ -1.04043010e-01 -2.28747039e-02 1.20667021e-01 1.09573197e-01
1.98653703e-02 -1.11664424e-01 2.32387849e-01 -7.69598780e-02
1.84770273e-01 -2.23780784e-03]
[ 2.14596188e-02 -1.15708064e-01 2.15695230e-01 -2.17710023e-01
5.75525164e-02 1.05872035e-01 -2.26624737e-03 -1.12793991e-01
3.69710715e-02 2.54573339e-01]]
[[ 0.5053492 ]
[ 1.30887188]
[ 0.25318618]
[ 0.73869031]
[-2.33153754]
[-0.27627531]
[-1.43293803]
[ 0.0272649 ]
[ 0.57737459]
[ 0.78281347]]
Progress: 15.8% ... Training loss: 0.326 ... Validation loss: 0.519[[ 1.57585091e-01 2.39464961e-01 -1.14768299e-01 1.01332466e-01
-5.21910473e-01 -6.77432879e-02 -7.65265585e-02 1.24104611e-01
-8.52908772e-02 1.95428463e-01]
[ 1.51669476e-02 1.70408796e-01 -1.99514391e-02 3.93943170e-02
9.78539583e-02 -5.63049177e-03 2.98460825e-01 4.12393791e-02
1.38387817e-01 -2.88657000e-02]
[ 1.96182185e-01 4.14458224e-01 3.09743486e-02 1.08288439e-01
6.14937012e-02 -6.03958769e-02 -5.10624193e-01 -3.33200978e-02
1.03846114e-01 3.48957465e-01]
[ -3.60807053e-02 -3.29593918e-01 -2.47544903e-01 1.51714557e-04
6.05374990e-02 1.72790508e-01 1.66324111e-01 5.52306302e-02
2.23152239e-03 6.88595018e-02]
[ -6.21569799e-03 1.72058042e-01 -1.48911854e-01 3.50135507e-02
1.09816011e-01 -1.76100775e-01 3.26634777e-02 -1.20422254e-01
-1.93302660e-01 2.07360213e-02]
[ -3.44320497e-01 -3.01103602e-01 -2.84620769e-01 1.54512767e-01
1.32081237e-01 4.60569361e-02 3.91976105e-04 -3.50323162e-02
-1.42527855e-03 3.76468523e-02]
[ -4.92079351e-03 -1.48828756e-01 9.23996768e-03 9.42258703e-02
-4.00293129e-02 -7.13998393e-02 1.69157098e-01 -1.89373929e-01
1.81992991e-01 3.64014961e-02]
[ 1.12283679e-01 -2.14807461e-01 3.15261841e-02 -7.11825181e-02
1.57167444e-01 -4.28375202e-02 5.51615574e-02 1.22716616e-01
6.67362638e-02 -2.26750810e-02]
[ -1.60605932e-01 -4.42903385e-02 -3.01737687e-01 -8.53342240e-03
-5.69868643e-02 6.57526076e-02 -2.47635779e-01 -2.71675251e-02
2.68383259e-01 -1.08255215e-01]
[ 6.85476236e-02 -2.13125053e-01 9.19906018e-02 3.52905851e-02
1.21952514e-01 -1.09268544e-01 1.97601765e-02 -9.79394020e-02
5.89720627e-03 1.46594075e-01]
[ -8.09592938e-02 9.34274732e-02 -3.04386607e-03 -1.62571635e-01
5.09891591e-02 2.64126760e-02 8.48089349e-02 -1.02304964e-01
-2.67098961e-02 -1.30012325e-01]
[ -9.26291133e-02 4.27364452e-03 -6.25029246e-02 1.14352005e-02
2.90001432e-01 9.39643486e-02 -3.69629369e-02 -1.47494334e-02
-1.51735426e-01 -1.83585121e-01]
[ -1.55679437e-01 7.00919628e-03 6.25877936e-02 2.36349664e-02
-1.76939229e-01 -2.20429302e-01 -1.81610044e-01 -1.96915431e-01
8.86559710e-02 1.76257777e-01]
[ -2.12416486e-01 -1.36273348e-01 1.21494517e-01 2.75843375e-01
-1.40839771e-01 -8.50983974e-02 -1.30301665e-01 -2.54836380e-01
-2.04357390e-01 1.19102694e-02]
[ 1.19943403e-01 -3.89885250e-02 -1.65658868e-02 1.21273319e-01
-2.60973580e-02 -8.51290819e-02 9.93554122e-02 4.42123626e-03
3.40487213e-02 2.65790071e-02]
[ 3.11060721e-02 -4.73476842e-02 -2.14222804e-01 1.38324324e-01
-3.18986871e-02 9.14601098e-02 -7.71487343e-02 -2.02658850e-02
-1.02244722e-01 -1.23004714e-02]
[ -1.30506021e-01 -6.80881917e-02 -2.07941078e-01 1.43223181e-01
1.32326328e-02 1.39118780e-01 2.48607476e-02 -2.50567596e-01
5.73504271e-02 -2.13388584e-01]
[ -6.98923465e-02 -2.96180283e-02 2.76478026e-01 9.91277248e-02
1.17471381e-01 -6.22982398e-02 -1.33264832e-01 1.20895518e-01
6.96285794e-02 3.36874520e-02]
[ 4.55555322e-02 -2.55749028e-02 8.40921887e-02 7.98608591e-02
1.11428241e-01 -1.55981024e-02 2.68112354e-01 1.20444427e-01
-4.36931999e-02 -7.34443379e-02]
[ 3.14924438e-03 -1.59202444e-01 -2.92193505e-01 -5.37946768e-02
2.42720686e-01 -8.86447501e-02 1.82726222e-01 1.64365559e-01
1.02750381e-01 -3.54436257e-02]
[ 4.60214689e-02 -3.85824361e-03 -1.21642925e-01 3.31189446e-02
-5.80946167e-02 3.28466524e-01 2.65080410e-01 2.05333910e-01
-1.73278202e-01 -6.60397026e-02]
[ 1.49349853e-02 7.00855840e-03 1.26657794e-01 1.20206214e-01
-5.60620656e-02 1.01340034e-01 -1.93944973e-01 -4.01745366e-02
2.19122359e-01 9.61503701e-02]
[ 1.02207962e-01 6.61558330e-02 -5.17870663e-02 -1.12410674e-01
-8.04277450e-02 -3.26726545e-01 1.18958517e-01 8.35837821e-03
1.34335227e-01 8.07740787e-02]
[ -9.56835003e-02 2.49524530e-02 -1.42145237e-02 2.61003788e-02
-1.35913998e-03 -2.03927248e-01 -9.95962614e-02 -1.95021165e-02
1.67094980e-02 1.32795371e-01]
[ -1.32037175e-01 -2.43852030e-02 -1.91641478e-01 1.27250279e-02
-3.00661321e-01 -1.01790511e-02 -5.16755148e-02 -2.25842347e-02
1.62391204e-02 8.14673344e-02]
[ -1.20344419e-02 -9.81763723e-03 -6.59896775e-02 -1.03173371e-01
4.54151645e-01 2.67710742e-01 4.79545261e-01 1.14385612e-01
-1.62706586e-01 -3.45096664e-01]
[ 6.75278578e-03 -2.84312184e-01 -1.83808626e-02 -4.12333205e-02
5.62895058e-01 9.01968982e-02 4.24381008e-01 9.30576316e-02
5.29560429e-02 -3.43641369e-01]
[ 2.53984594e-02 -3.57184388e-01 -3.60907883e-02 -8.86532010e-02
6.17180227e-01 1.74813369e-02 4.13800337e-01 4.97263073e-02
-3.47478111e-01 -1.94980815e-01]
[ -1.38867247e-01 -4.83307142e-01 4.67384596e-03 -1.63247559e-01
6.44302595e-01 -1.03363019e-01 5.12036759e-01 -8.03470206e-02
-3.71612180e-02 1.18572772e-01]
[ -2.63968437e-01 -2.98896029e-01 6.63396340e-02 -1.76338290e-02
8.30655682e-01 1.32373673e-01 3.22150461e-01 4.93804839e-02
-6.58402605e-02 -1.04595597e-01]
[ -1.58776493e-01 -1.63794183e-01 2.70151310e-01 -1.86177672e-01
4.87921643e-01 -6.31938749e-02 5.47292199e-01 1.62668081e-02
-2.11590184e-01 2.82928461e-02]
[ -9.80011916e-02 -1.29685193e-01 -1.66315280e-01 -6.00533695e-02
3.62082608e-01 -2.43414879e-01 8.37599713e-02 1.71498493e-01
2.16664133e-02 -7.68327770e-02]
[ 1.25979673e-01 2.62169890e-01 1.70435516e-01 -7.11721336e-02
-1.38146756e-01 4.32874597e-02 -1.76913526e-01 2.84874485e-01
8.87756597e-02 1.92132880e-01]
[ 3.38486879e-01 2.81260781e-01 -8.87034478e-02 3.03638798e-01
-8.78290486e-01 -2.83517050e-01 -4.40701683e-01 1.77416605e-01
3.68452072e-01 -5.65904873e-02]
[ 5.70005421e-02 1.69740933e-01 2.57202672e-01 2.65707842e-01
-1.01483858e-01 -1.99978085e-01 -2.04268586e-01 -1.32024295e-01
-1.28585569e-01 -2.71553817e-01]
[ 3.35532441e-02 -2.43851252e-02 -1.13301483e-01 -3.96599298e-02
2.09655981e-01 3.71387899e-02 -3.43550183e-02 -1.83512888e-01
4.58796705e-02 2.23259155e-01]
[ -1.06769985e-02 -8.21921289e-02 -7.17316605e-02 -6.72714695e-02
3.97046432e-02 -1.69066687e-01 1.19948768e-01 9.61179045e-03
2.53213700e-02 -7.40663072e-03]
[ 2.29731008e-02 4.87936149e-02 2.42614682e-01 6.63301942e-02
-2.01893733e-01 -1.30757896e-01 1.33742735e-01 3.96377420e-02
-1.92117114e-01 1.03600092e-01]
[ 4.98903348e-02 -2.73317800e-02 9.81558320e-02 -2.36119069e-02
-1.41123438e-01 8.11278502e-02 1.28746875e-01 -2.71761831e-01
-4.09791011e-02 -1.18959228e-01]
[ -3.05592214e-02 3.48287541e-02 7.59638713e-02 -5.70146876e-02
5.32752021e-02 1.91317440e-01 1.53056114e-01 1.17555541e-01
-4.18458703e-02 1.49769828e-01]
[ 2.11331839e-01 3.49746866e-02 2.44537163e-02 6.81448285e-02
9.82807522e-02 -1.70670715e-02 -1.27888331e-01 1.47753402e-01
-6.46181673e-02 -3.09962457e-02]
[ 1.68103993e-02 -8.43494676e-02 5.03430752e-03 4.71785949e-03
-2.94947716e-01 -1.10503900e-01 -1.37371981e-01 3.97429463e-02
9.28264086e-02 1.60847404e-01]
[ -5.73919394e-03 4.65801224e-01 9.68361675e-02 3.43564047e-01
-8.90456248e-01 -2.85007651e-01 -5.52511245e-01 -7.59056845e-02
2.29825291e-01 2.70636081e-01]
[ 1.48935133e-01 4.74770903e-01 4.68680530e-02 3.71214350e-01
-7.00936975e-01 -6.73713413e-02 -3.93452205e-01 1.48830733e-01
1.63835717e-01 4.51468992e-01]
[ 2.49584524e-01 2.70864147e-01 2.39906190e-01 1.24937613e-01
-3.42655991e-01 8.77505206e-02 -1.78778903e-01 1.62088088e-01
2.22878630e-01 5.93661626e-02]
[ -8.01421756e-02 1.97351597e-01 2.38404545e-01 5.05046393e-03
-2.35921636e-03 1.34905821e-01 -7.64507318e-02 -1.54618571e-02
-4.21361252e-02 4.09005261e-02]
[ -9.97485897e-02 -1.35918600e-02 2.39811949e-02 8.83094886e-02
-3.76744800e-02 1.18023416e-01 2.65557145e-01 2.02340295e-02
-2.78573087e-01 -9.76867301e-02]
[ -2.13340784e-01 -1.99472820e-03 -9.01941896e-02 -3.36135042e-01
1.54666575e-01 1.17298251e-01 8.35477049e-02 1.03988453e-01
-2.01529486e-01 4.05831453e-02]
[ 2.93229499e-02 -3.14313582e-01 -1.17909119e-01 -1.34938775e-01
2.88570694e-01 1.71941762e-02 1.15175127e-01 1.53922913e-01
-1.44127483e-01 -1.91660476e-01]
[ 1.52531963e-01 -1.32029696e-01 -1.36517124e-01 2.37712607e-03
1.26394559e-01 -6.32834270e-02 -3.41379872e-02 -1.48179904e-01
1.36570109e-01 -9.70247052e-02]
[ -1.23518115e-01 1.52643966e-01 2.55429420e-01 -3.11740344e-02
1.82336737e-01 9.18505774e-02 -1.12516740e-02 -2.98892169e-01
-1.29330496e-01 -6.62842000e-02]
[ -3.50977082e-01 1.03140412e-01 1.07985586e-02 -2.94508448e-02
1.26725418e-01 -1.68986750e-01 -4.87937585e-02 2.35189649e-01
-9.42035742e-02 8.04881347e-02]
[ 1.48824741e-01 1.14870936e-01 -2.39633369e-01 -9.54672700e-02
1.12332976e-01 -2.90467733e-01 4.47141337e-03 -1.67833175e-01
-6.25809829e-03 -1.89894115e-01]
[ 2.05726903e-01 -1.49306437e-01 5.82749174e-02 -3.20020524e-02
7.54154742e-02 -2.78556614e-02 -4.88785897e-03 -1.37186949e-01
1.03341715e-01 -1.86702830e-01]
[ -1.05031233e-01 -2.52629355e-02 1.20169125e-01 1.08212415e-01
2.39651205e-02 -1.11148121e-01 2.34830585e-01 -7.70129729e-02
1.83790199e-01 -3.71596571e-03]
[ 2.14638867e-02 -1.15637812e-01 2.15687435e-01 -2.17644591e-01
5.75968788e-02 1.05856104e-01 -2.32245539e-03 -1.12793472e-01
3.69926780e-02 2.54615100e-01]]
[[ 0.49474136]
[ 1.29748553]
[ 0.24190946]
[ 0.72672477]
[-2.34201005]
[-0.28624256]
[-1.44455589]
[ 0.01770474]
[ 0.56525176]
[ 0.77121984]]
Progress: 15.9% ... Training loss: 0.325 ... Validation loss: 0.523[[ 1.59009784e-01 2.43559023e-01 -1.13986246e-01 1.03864197e-01
-5.29223216e-01 -6.87124371e-02 -8.13405516e-02 1.24167558e-01
-8.34017770e-02 1.97701257e-01]
[ 1.55298855e-02 1.71213288e-01 -1.97698549e-02 3.99387940e-02
9.65996526e-02 -5.84327429e-03 2.97530575e-01 4.12525396e-02
1.38801976e-01 -2.83120995e-02]
[ 1.96897250e-01 4.17404451e-01 3.14108163e-02 1.09486628e-01
5.75332519e-02 -6.08182427e-02 -5.13291508e-01 -3.32903081e-02
1.04831005e-01 3.49945419e-01]
[ -3.27526224e-02 -3.21022376e-01 -2.45859459e-01 5.17260632e-03
4.59858690e-02 1.70872041e-01 1.56952717e-01 5.53507973e-02
6.01668901e-03 7.45708621e-02]
[ -4.91941564e-03 1.75258521e-01 -1.48289256e-01 3.70134104e-02
1.03873626e-01 -1.76906999e-01 2.95396689e-02 -1.20375700e-01
-1.91926375e-01 2.25099591e-02]
[ -3.43313999e-01 -2.98771907e-01 -2.84119810e-01 1.56157997e-01
1.27524896e-01 4.54050928e-02 -2.31685080e-03 -3.49930145e-02
-2.65804403e-04 3.92663707e-02]
[ -4.99796679e-03 -1.49044783e-01 9.22119857e-03 9.41443418e-02
-3.95677271e-02 -7.13677830e-02 1.69094840e-01 -1.89374654e-01
1.81906800e-01 3.63148435e-02]
[ 1.14519982e-01 -2.08503845e-01 3.26906470e-02 -6.75660729e-02
1.45896997e-01 -4.42129457e-02 4.85347150e-02 1.22804707e-01
6.95012842e-02 -1.92607628e-02]
[ -1.60583569e-01 -4.43015200e-02 -3.01743704e-01 -8.48964651e-03
-5.72019808e-02 6.57571753e-02 -2.47770808e-01 -2.71670260e-02
2.68458472e-01 -1.08265618e-01]
[ 7.00820560e-02 -2.08802398e-01 9.27956816e-02 3.79563524e-02
1.13412997e-01 -1.10271926e-01 1.49661046e-02 -9.78731609e-02
7.89345623e-03 1.48920411e-01]
[ -7.99481408e-02 9.58795623e-02 -2.51240813e-03 -1.60976474e-01
4.68488134e-02 2.57952776e-02 8.18124280e-02 -1.02266682e-01
-2.55274155e-02 -1.28405216e-01]
[ -9.19867072e-02 5.90700346e-03 -6.21988261e-02 1.23981945e-02
2.87100976e-01 9.35944839e-02 -3.87053147e-02 -1.47267898e-02
-1.51000640e-01 -1.82581785e-01]
[ -1.55679437e-01 7.00919628e-03 6.25877936e-02 2.36349664e-02
-1.76939229e-01 -2.20429302e-01 -1.81610044e-01 -1.96915431e-01
8.86559710e-02 1.76257777e-01]
[ -2.12442570e-01 -1.36270006e-01 1.21490756e-01 2.75880202e-01
-1.41120219e-01 -8.51163618e-02 -1.30261005e-01 -2.54835377e-01
-2.04360321e-01 1.19219696e-02]
[ 1.20730642e-01 -3.71807646e-02 -1.61853416e-02 1.22461950e-01
-2.92530753e-02 -8.56001056e-02 9.72752019e-02 4.44979194e-03
3.49461587e-02 2.77770786e-02]
[ 3.12214772e-02 -4.71531163e-02 -2.14163430e-01 1.38543430e-01
-3.23819862e-02 9.13732329e-02 -7.74289641e-02 -2.02610850e-02
-1.02138713e-01 -1.21031286e-02]
[ -1.30671021e-01 -6.86130310e-02 -2.08009668e-01 1.43025704e-01
1.40747868e-02 1.39203912e-01 2.52965089e-02 -2.50572082e-01
5.71849720e-02 -2.13603639e-01]
[ -7.00961167e-02 -3.01219137e-02 2.76402169e-01 9.87874502e-02
1.18529919e-01 -6.21773862e-02 -1.32792123e-01 1.20888493e-01
6.93634167e-02 3.34013825e-02]
[ 4.59318006e-02 -2.45542964e-02 8.42474043e-02 8.04285059e-02
1.09664246e-01 -1.58184924e-02 2.66913783e-01 1.20457873e-01
-4.32589017e-02 -7.28871898e-02]
[ 4.01449012e-03 -1.56655707e-01 -2.91720398e-01 -5.23192816e-02
2.38328775e-01 -8.91931999e-02 1.80079159e-01 1.64401874e-01
1.03872957e-01 -3.39885602e-02]
[ 4.62464306e-02 -3.26720584e-03 -1.21524158e-01 3.33972460e-02
-5.89486163e-02 3.28368750e-01 2.64394077e-01 2.05339981e-01
-1.73044016e-01 -6.57933947e-02]
[ 1.58696914e-02 9.68538442e-03 1.27138738e-01 1.21770395e-01
-6.12400008e-02 1.00732775e-01 -1.96670434e-01 -4.01359910e-02
2.20301823e-01 9.75248536e-02]
[ 1.02151541e-01 6.60146204e-02 -5.18224259e-02 -1.12485605e-01
-7.99385639e-02 -3.26675141e-01 1.19110567e-01 8.35599688e-03
1.34300871e-01 8.06699435e-02]
[ -9.50556466e-02 2.64769055e-02 -1.39160875e-02 2.70286912e-02
-4.08024388e-03 -2.04288032e-01 -1.01385781e-01 -1.94795880e-02
1.73893111e-02 1.33745964e-01]
[ -1.32329589e-01 -2.51724923e-02 -1.91783662e-01 1.23032317e-02
-2.99803104e-01 -1.00165631e-02 -5.09022620e-02 -2.25944395e-02
1.59667589e-02 8.10186615e-02]
[ -1.18523209e-02 -9.32312759e-03 -6.59031596e-02 -1.02874009e-01
4.53283307e-01 2.67594746e-01 4.78975276e-01 1.14392656e-01
-1.62477107e-01 -3.44782360e-01]
[ 6.49484346e-03 -2.85000435e-01 -1.85074880e-02 -4.16008413e-02
5.64128554e-01 9.03440522e-02 4.25002964e-01 9.30484808e-02
5.26656926e-02 -3.44041379e-01]
[ 2.57519427e-02 -3.56436039e-01 -3.59066959e-02 -8.80776767e-02
6.15753710e-01 1.72560997e-02 4.12908207e-01 4.97402920e-02
-3.47078602e-01 -1.94386687e-01]
[ -1.39367114e-01 -4.84462860e-01 4.43121660e-03 -1.63979807e-01
6.46532285e-01 -1.03080686e-01 5.13416776e-01 -8.03634470e-02
-3.77190217e-02 1.17847522e-01]
[ -2.64009225e-01 -2.99059171e-01 6.63225731e-02 -1.76711548e-02
8.30761404e-01 1.32396929e-01 3.22299942e-01 4.93792361e-02
-6.58744130e-02 -1.04647459e-01]
[ -1.58977759e-01 -1.64270470e-01 2.70057729e-01 -1.86463543e-01
4.88896421e-01 -6.30758935e-02 5.47799646e-01 1.62596893e-02
-2.11817239e-01 2.79765197e-02]
[ -9.81150431e-02 -1.29977329e-01 -1.66371701e-01 -6.02261432e-02
3.62644221e-01 -2.43349956e-01 8.41014494e-02 1.71494276e-01
2.15300539e-02 -7.70152346e-02]
[ 1.26473203e-01 2.63623736e-01 1.70691606e-01 -7.03617950e-02
-1.40678070e-01 4.29848601e-02 -1.78465574e-01 2.84893219e-01
8.94298230e-02 1.92920857e-01]
[ 3.39339486e-01 2.83577535e-01 -8.82670855e-02 3.04928565e-01
-8.81715881e-01 -2.83990317e-01 -4.43107548e-01 1.77448854e-01
3.69354489e-01 -5.52622889e-02]
[ 5.71420810e-02 1.70114679e-01 2.57263967e-01 2.65916842e-01
-1.02115943e-01 -2.00051259e-01 -2.04726228e-01 -1.32019500e-01
-1.28420679e-01 -2.71341620e-01]
[ 3.38568455e-02 -2.37636944e-02 -1.13160631e-01 -3.92039140e-02
2.08268412e-01 3.69663064e-02 -3.51605203e-02 -1.83502315e-01
4.62339954e-02 2.23724443e-01]
[ -1.05403124e-02 -8.18175622e-02 -7.16581858e-02 -6.70517533e-02
3.90296317e-02 -1.69156967e-01 1.19524576e-01 9.61710978e-03
2.54771817e-02 -7.16575254e-03]
[ 2.31601728e-02 4.92862903e-02 2.42691708e-01 6.66533093e-02
-2.02939795e-01 -1.30868897e-01 1.33187072e-01 3.96453472e-02
-1.91863962e-01 1.03818555e-01]
[ 4.99547685e-02 -2.71717218e-02 9.82076263e-02 -2.34820452e-02
-1.41549214e-01 8.10852223e-02 1.28545891e-01 -2.71758696e-01
-4.08772615e-02 -1.18902019e-01]
[ -2.99931244e-02 3.61252746e-02 7.62326859e-02 -5.61589453e-02
5.05801846e-02 1.90988210e-01 1.51655662e-01 1.17575991e-01
-4.11899196e-02 1.50488033e-01]
[ 2.10921276e-01 3.39530061e-02 2.42286494e-02 6.74650186e-02
1.00535465e-01 -1.68098944e-02 -1.26676159e-01 1.47736908e-01
-6.51592184e-02 -3.16630002e-02]
[ 1.67207979e-02 -8.45173035e-02 4.99188766e-03 4.59822564e-03
-2.94509005e-01 -1.10473298e-01 -1.37162948e-01 3.97405066e-02
9.27306483e-02 1.60729527e-01]
[ -6.20404243e-03 4.64538002e-01 9.66011280e-02 3.42874726e-01
-8.88812526e-01 -2.84742543e-01 -5.51209677e-01 -7.59227215e-02
2.29333495e-01 2.69889163e-01]
[ 1.49425158e-01 4.75950233e-01 4.71087566e-02 3.71930860e-01
-7.03118023e-01 -6.76581043e-02 -3.94822992e-01 1.48848645e-01
1.64390326e-01 4.52188907e-01]
[ 2.49871610e-01 2.71766717e-01 2.40076265e-01 1.25433163e-01
-3.44260631e-01 8.75495034e-02 -1.79685380e-01 1.62100661e-01
2.23256308e-01 5.98598074e-02]
[ -7.97095779e-02 1.98532145e-01 2.38628863e-01 5.71861246e-03
-4.46852925e-03 1.34644058e-01 -7.77578982e-02 -1.54457376e-02
-4.16215871e-02 4.15939737e-02]
[ -9.92410619e-02 -1.22121362e-02 2.42337181e-02 8.90989323e-02
-4.01504665e-02 1.17718097e-01 2.63972504e-01 2.02531747e-02
-2.77957824e-01 -9.68819282e-02]
[ -2.13153710e-01 -1.51174242e-03 -9.00948517e-02 -3.35832238e-01
1.53630259e-01 1.17175604e-01 8.30212002e-02 1.03996022e-01
-2.01296283e-01 4.09100550e-02]
[ 2.94041883e-02 -3.14134820e-01 -1.17852914e-01 -1.34771247e-01
2.88068318e-01 1.71284057e-02 1.14879059e-01 1.53927000e-01
-1.44006468e-01 -1.91491806e-01]
[ 1.51988966e-01 -1.33481157e-01 -1.36774624e-01 1.57364253e-03
1.28445255e-01 -6.29610510e-02 -3.25711301e-02 -1.48199305e-01
1.36041502e-01 -9.78965549e-02]
[ -1.22037910e-01 1.56291479e-01 2.56141834e-01 -2.89339126e-02
1.75881793e-01 9.09846846e-02 -1.54571570e-02 -2.98838097e-01
-1.27650199e-01 -6.40180988e-02]
[ -3.51336502e-01 1.02256031e-01 1.06398416e-02 -2.98957888e-02
1.28258779e-01 -1.68823764e-01 -4.79131946e-02 2.35179393e-01
-9.46024297e-02 8.00871486e-02]
[ 1.49164922e-01 1.15962504e-01 -2.39436908e-01 -9.48459968e-02
1.10545065e-01 -2.90699841e-01 3.38460891e-03 -1.67818237e-01
-5.81900092e-03 -1.89258169e-01]
[ 2.06810595e-01 -1.46416675e-01 5.88469189e-02 -3.03144737e-02
7.07003484e-02 -2.85328130e-02 -8.08045298e-03 -1.37145234e-01
1.04583879e-01 -1.85005116e-01]
[ -1.05395745e-01 -2.62065417e-02 1.19994483e-01 1.07667921e-01
2.57513275e-02 -1.10933348e-01 2.35788010e-01 -7.70259499e-02
1.83359238e-01 -4.23590823e-03]
[ 2.30147291e-02 -1.11579105e-01 2.16438055e-01 -2.15176720e-01
4.96042769e-02 1.04940477e-01 -6.77537652e-03 -1.12734396e-01
3.89030600e-02 2.56744898e-01]]
[[ 0.51111615]
[ 1.31082894]
[ 0.25510624]
[ 0.74158027]
[-2.32754054]
[-0.27084208]
[-1.42999775]
[ 0.03223278]
[ 0.57963117]
[ 0.78790781]]
Progress: 15.9% ... Training loss: 0.326 ... Validation loss: 0.522[[ 0.16034679 0.24671514 -0.11320568 0.1060032 -0.53536292 -0.06950961
-0.08545996 0.12426698 -0.08159301 0.19966214]
[ 0.01561144 0.17143172 -0.01972966 0.04006164 0.09625488 -0.00588803
0.29734118 0.04125766 0.13889159 -0.02818763]
[ 0.19963255 0.42417424 0.03284316 0.11324926 0.04525578 -0.0622009
-0.52209079 -0.03311715 0.10815797 0.35406131]
[-0.03276895 -0.32086757 -0.24581334 0.00509353 0.04637342 0.17110619
0.15790239 0.05533731 0.00579805 0.07446969]
[-0.00683069 0.17083574 -0.14911054 0.03471374 0.10996669 -0.17632239
0.0347878 -0.12048204 -0.19386524 0.01970504]
[-0.34491545 -0.30267649 -0.28492422 0.15404277 0.13444382 0.04611748
0.00233729 -0.03508676 -0.00202228 0.03689696]
[-0.0034044 -0.14555235 0.01007932 0.09649477 -0.04623019 -0.07221244
0.16493672 -0.18926768 0.18386982 0.03855901]
[ 0.11469974 -0.20844145 0.03280875 -0.06721935 0.1444774 -0.04435507
0.04783859 0.12282156 0.06986369 -0.01899502]
[-0.16206645 -0.04789582 -0.3024529 -0.01067814 -0.05042945 0.06651733
-0.24375698 -0.02726112 0.26679132 -0.11056924]
[ 0.06899393 -0.21157799 0.09230544 0.03652521 0.1178949 -0.10983898
0.01774689 -0.09792965 0.00694816 0.14715758]
[-0.0805694 0.09397886 -0.00281596 -0.16183888 0.04977936 0.02610377
0.08356571 -0.10230252 -0.02618808 -0.12941224]
[-0.09158833 0.00663925 -0.06194243 0.01308517 0.28529792 0.09333882
-0.03942566 -0.01469848 -0.15049289 -0.18197505]
[-0.15567944 0.0070092 0.06258779 0.02363497 -0.17693923 -0.2204293
-0.18161004 -0.19691543 0.08865597 0.17625778]
[-0.21317741 -0.13814553 0.12110596 0.27486295 -0.13790053 -0.0847448
-0.12806506 -0.25487865 -0.20522191 0.01075218]
[ 0.11956227 -0.03989191 -0.0167544 0.12087603 -0.02423119 -0.08508436
0.10054505 0.00437909 0.03367365 0.02610159]
[ 0.03148159 -0.04662601 -0.21403716 0.13896027 -0.03344484 0.09122316
-0.07803443 -0.0202446 -0.10182016 -0.0117266 ]
[-0.13026046 -0.06792469 -0.2077944 0.14364736 0.01233897 0.13899448
0.02450496 -0.250545 0.05768533 -0.21296723]
[-0.07030703 -0.03061986 0.27633444 0.09845933 0.11941019 -0.06206957
-0.13216048 0.12087484 0.06912883 0.03297731]
[ 0.04731566 -0.02139194 0.08494866 0.08249194 0.10367258 -0.01654866
0.26290147 0.12055224 -0.04155212 -0.07079897]
[ 0.00341308 -0.15789101 -0.29201668 -0.05320674 0.2408614 -0.08890592
0.18136827 0.16436231 0.10319822 -0.03482738]
[ 0.04708766 -0.00166987 -0.12109332 0.03465527 -0.06272247 0.32789036
0.26217735 0.20539683 -0.17201301 -0.06460386]
[ 0.01563527 0.00910425 0.12704137 0.12148619 -0.06045731 0.10086464
-0.19605771 -0.04014783 0.22013874 0.09714316]
[ 0.10162058 0.06480809 -0.05205883 -0.11327905 -0.07747256 -0.32641731
0.12053945 0.00832186 0.13368705 0.07982816]
[-0.09539108 0.02567214 -0.01407694 0.02653682 -0.00259209 -0.20411121
-0.1004697 -0.01950006 0.01700629 0.1332215 ]
[-0.13272001 -0.02617934 -0.1919822 0.01172497 -0.29802085 -0.00981166
-0.04980672 -0.02261959 0.0155152 0.08042095]
[-0.01234453 -0.01057387 -0.06615472 -0.10360325 0.45548942 0.26785881
0.48034901 0.11436171 -0.16303872 -0.34553803]
[ 0.00618599 -0.28576321 -0.01865769 -0.04204633 0.56558054 0.09051104
0.42581011 0.09302856 0.0523162 -0.34452842]
[ 0.02580238 -0.35650718 -0.03588552 -0.08800123 0.61562632 0.01723639
0.4129097 0.04974347 -0.34701134 -0.19431505]
[-0.13945413 -0.48467031 0.00438987 -0.1641129 0.64692117 -0.10303308
0.51364901 -0.08036924 -0.0378234 0.11770264]
[-0.26457445 -0.30055595 0.06603841 -0.01846024 0.83306711 0.13269137
0.3238365 0.04934517 -0.06649278 -0.10549643]
[-0.15912342 -0.16473175 0.27002192 -0.18661383 0.48944821 -0.06302734
0.54827626 0.01625265 -0.21193911 0.02777715]
[-0.09848922 -0.13096242 -0.16655548 -0.06077284 0.36435276 -0.243162
0.08512398 0.17147139 0.02110537 -0.07757387]
[ 0.12735048 0.26601001 0.17116842 -0.068961 -0.14502759 0.04248087
-0.18105882 0.28495222 0.09051535 0.19431209]
[ 0.33937804 0.28372403 -0.08821855 0.30494208 -0.88167484 -0.28402253
-0.44311701 0.17745107 0.36937862 -0.05525737]
[ 0.05704596 0.16991552 0.25723102 0.26580174 -0.10175622 -0.20000394
-0.20456371 -0.13202449 -0.12851971 -0.27150602]
[ 0.0336549 -0.02427118 -0.11326129 -0.03951222 0.20914211 0.03707807
-0.03463681 -0.18351538 0.04606323 0.22338874]
[-0.01024876 -0.08107273 -0.07150525 -0.06658428 0.03755085 -0.16929857
0.11874362 0.00963683 0.02584338 -0.00678515]
[ 0.0231643 0.04937966 0.24270433 0.06668167 -0.20304829 -0.13088381
0.13323678 0.03964654 -0.19185393 0.10384826]
[ 0.05067682 -0.02526171 0.09858436 -0.02233578 -0.1450955 0.08066699
0.12617218 -0.27171155 -0.03995952 -0.11773306]
[-0.03034556 0.03524483 0.07605124 -0.05670049 0.05225511 0.19118382
0.15259064 0.11755248 -0.04158947 0.14996537]
[ 0.21048152 0.03293005 0.02398974 0.0667754 0.10259859 -0.01659273
-0.1254948 0.14770648 -0.0656886 -0.03234359]
[ 0.01676195 -0.08441034 0.00501254 0.00465749 -0.29469911 -0.11049255
-0.13728089 0.03974271 0.0927777 0.16079453]
[-0.00597659 0.46481944 0.09665586 0.34310035 -0.88894821 -0.28484087
-0.5515015 -0.07590823 0.22949486 0.27006726]
[ 0.14923284 0.47517855 0.04705922 0.37182147 -0.70251263 -0.06768914
-0.39410514 0.14884762 0.16433938 0.4518906 ]
[ 0.2500724 0.27221255 0.24017449 0.12572119 -0.34514441 0.0874462
-0.18024604 0.16211369 0.22348917 0.06017147]
[-0.07968443 0.19839174 0.23863609 0.00575413 -0.00461566 0.13464673
-0.07777984 -0.01544393 -0.04158791 0.04165447]
[-0.0991661 -0.01201865 0.02427204 0.08920443 -0.04050054 0.11767744
0.26378436 0.02025754 -0.27787121 -0.09676531]
[-0.2133259 -0.00195945 -0.09018017 -0.33607827 0.15434636 0.11726628
0.08350482 0.10398514 -0.2014916 0.04065104]
[ 0.02896756 -0.31518247 -0.11806257 -0.13542073 0.29004792 0.0173626
0.11612661 0.15389918 -0.14451174 -0.19217861]
[ 0.15178547 -0.13384343 -0.136857 0.00139073 0.12904892 -0.06287986
-0.03197691 -0.14820813 0.13585169 -0.09819482]
[-0.12211289 0.15584907 0.25609426 -0.02904741 0.17610061 0.09101325
-0.01505764 -0.29884071 -0.12771795 -0.06423265]
[-0.35098593 0.10295613 0.01079019 -0.02950812 0.12775434 -0.16897094
-0.04888254 0.23520125 -0.09425919 0.08047939]
[ 0.14833964 0.11382753 -0.239829 -0.09603823 0.1143671 -0.29030286
0.005766 -0.16787084 -0.00675829 -0.19057329]
[ 0.20738318 -0.14493202 0.05918935 -0.02937464 0.06774611 -0.02887997
-0.0098458 -0.13710073 0.10538711 -0.18410642]
[-0.1063363 -0.02885371 0.11956547 0.10633627 0.02971086 -0.11049407
0.23849926 -0.07708491 0.18240048 -0.00565603]
[ 0.02282487 -0.11212109 0.21635894 -0.2152905 0.05006829 0.10497457
-0.00631334 -0.11274177 0.03881399 0.25653888]]
[[ 0.51098588]
[ 1.31150514]
[ 0.25391924]
[ 0.73851507]
[-2.33649642]
[-0.27364435]
[-1.43728245]
[ 0.02934153]
[ 0.57623079]
[ 0.78646707]]
Progress: 16.0% ... Training loss: 0.325 ... Validation loss: 0.517[[ 0.15822782 0.24126626 -0.11434687 0.10260311 -0.52416164 -0.06824735
-0.07910718 0.1241394 -0.08410362 0.19636347]
[ 0.01555004 0.1712353 -0.0197607 0.03997978 0.09655393 -0.00584356
0.29753092 0.04125388 0.13882245 -0.02828679]
[ 0.19513498 0.41343545 0.0304622 0.10615416 0.06620697 -0.05969541
-0.50973561 -0.03339474 0.10276817 0.3469483 ]
[-0.03381628 -0.32266553 -0.24619594 0.004077 0.0485411 0.17143251
0.16042817 0.05529141 0.00489573 0.07332918]
[-0.00424936 0.17730654 -0.14785351 0.03829347 0.09952284 -0.17756179
0.02768613 -0.12034131 -0.19107713 0.02343944]
[-0.34430269 -0.30146425 -0.28460043 0.15498789 0.13215977 0.04581209
0.00097945 -0.0350467 -0.00128495 0.03784743]
[-0.00579432 -0.15211822 0.00881628 0.09280548 -0.03460673 -0.07086168
0.17200692 -0.18940951 0.18110795 0.03484331]
[ 0.11336805 -0.21179243 0.03211894 -0.06927179 0.15058558 -0.04362169
0.05172047 0.12274105 0.06824805 -0.02116208]
[-0.16183765 -0.04744142 -0.30233255 -0.01032676 -0.05133973 0.06639179
-0.24437658 -0.02724694 0.26707524 -0.11020421]
[ 0.06842251 -0.21379575 0.09195356 0.03546783 0.12181839 -0.10942131
0.01994533 -0.09796792 0.0062206 0.14612915]
[-0.08230099 0.08941246 -0.00369734 -0.16441105 0.05785532 0.02703547
0.08869113 -0.10240116 -0.02817705 -0.13210212]
[-0.09216536 0.00517318 -0.06221787 0.0122695 0.28783579 0.09364264
-0.03777488 -0.01472967 -0.15113261 -0.18282401]
[-0.15567944 0.0070092 0.06258779 0.02363497 -0.17693923 -0.2204293
-0.18161004 -0.19691543 0.08865597 0.17625778]
[-0.21340788 -0.13888471 0.12100833 0.27461571 -0.13699722 -0.08464208
-0.12726132 -0.25488919 -0.20548151 0.01037286]
[ 0.12036784 -0.03797548 -0.01634536 0.12199828 -0.02725631 -0.08546525
0.09841942 0.00442695 0.03462061 0.02737103]
[ 0.03118312 -0.047457 -0.21418656 0.13852742 -0.03201976 0.09137279
-0.07709926 -0.02026102 -0.10216383 -0.01220331]
[-0.13047572 -0.06868201 -0.20791709 0.14332941 0.01342965 0.13912044
0.02522197 -0.25055813 0.05743365 -0.21331739]
[-0.07113442 -0.03273502 0.27590515 0.09720424 0.12355905 -0.06158939
-0.1298114 0.12082825 0.06819322 0.03179305]
[ 0.04608609 -0.02469266 0.08429093 0.08053089 0.1096095 -0.01585515
0.26657323 0.12047499 -0.04301268 -0.0727909 ]
[ 0.00327602 -0.15828402 -0.29209387 -0.05342474 0.24149159 -0.08883253
0.18178067 0.16435401 0.10302842 -0.03503743]
[ 0.04649 -0.00311352 -0.12140575 0.03374106 -0.06009534 0.32822012
0.26387181 0.20536107 -0.17272719 -0.0655768 ]
[ 0.01493605 0.00726882 0.12669159 0.12043664 -0.05720856 0.10124302
-0.1939661 -0.04018856 0.2193039 0.09601272]
[ 0.10173793 0.06508259 -0.05199167 -0.11309881 -0.07798951 -0.32648408
0.12019317 0.00832915 0.13383994 0.08001927]
[-0.09555153 0.02527754 -0.01415831 0.02628872 -0.00177059 -0.20401006
-0.10003274 -0.01951027 0.01682438 0.13296629]
[-0.13212741 -0.02481045 -0.19168959 0.0126213 -0.30077388 -0.01014548
-0.05147236 -0.02258393 0.01621094 0.08134418]
[-0.01219066 -0.01029324 -0.06607337 -0.10334907 0.45479277 0.26776305
0.48005828 0.1143714 -0.16287005 -0.34531141]
[ 0.00605069 -0.28614778 -0.01872884 -0.04225074 0.5661539 0.09058786
0.42623098 0.09302059 0.05216696 -0.34473463]
[ 0.02540633 -0.35763262 -0.03608759 -0.08858795 0.61749713 0.01744785
0.41412026 0.04971997 -0.34746146 -0.19495629]
[-0.13967542 -0.48512433 0.00428109 -0.16442767 0.64786972 -0.10291741
0.51419408 -0.08038192 -0.03806178 0.11739652]
[-0.26490622 -0.30145969 0.06588419 -0.01892249 0.83438916 0.13286052
0.32481217 0.04932697 -0.06684424 -0.10599469]
[-0.15932261 -0.16527902 0.26992172 -0.1869029 0.49040987 -0.06292086
0.54884488 0.01624108 -0.21217136 0.02746489]
[-0.09860238 -0.13128254 -0.1666123 -0.06091441 0.36476621 -0.2431129
0.08546954 0.171466 0.02102304 -0.07770815]
[ 0.12737647 0.26610205 0.17117951 -0.06892911 -0.14511693 0.04246697
-0.18113681 0.28495357 0.09053924 0.19434184]
[ 0.33943643 0.28378964 -0.08821344 0.30493759 -0.88141165 -0.28400596
-0.44324336 0.17745101 0.36942986 -0.05515792]
[ 0.05678972 0.16929102 0.25710679 0.26543515 -0.10061513 -0.19986235
-0.20386049 -0.13203963 -0.12881585 -0.27191496]
[ 0.03330325 -0.02518978 -0.11343642 -0.0400415 0.21075821 0.03727936
-0.03360081 -0.18353578 0.04566297 0.22286836]
[-0.0100767 -0.08074153 -0.0714238 -0.06632403 0.03674352 -0.16938738
0.11830885 0.00964754 0.02603661 -0.00650164]
[ 0.02312011 0.04927217 0.24268331 0.06661718 -0.20285087 -0.13085984
0.13335965 0.03964399 -0.19190434 0.10378259]
[ 0.04965235 -0.02776128 0.09808626 -0.02384157 -0.1403387 0.08120966
0.12901996 -0.27176897 -0.04113483 -0.11925825]
[-0.03035788 0.035184 0.07605156 -0.05669509 0.05223218 0.19118381
0.15262026 0.11755291 -0.04158431 0.14998313]
[ 0.21011796 0.0320914 0.02379534 0.06619958 0.10442457 -0.01639022
-0.1245559 0.14768399 -0.06611983 -0.03294054]
[ 0.01664596 -0.08464505 0.00494847 0.00448041 -0.29411798 -0.11044741
-0.13698771 0.0397337 0.09262097 0.16062221]
[-0.00546499 0.46575391 0.09687065 0.34371732 -0.89058386 -0.28502307
-0.5525399 -0.07587865 0.23001089 0.27068589]
[ 0.14973211 0.47634591 0.04730748 0.37252573 -0.70467331 -0.06794887
-0.39544898 0.14887691 0.16490492 0.45259764]
[ 0.24979666 0.27139548 0.24003647 0.12531845 -0.34386 0.08759995
-0.17944439 0.162099 0.22316567 0.05974876]
[-0.0793919 0.19919263 0.23879326 0.00621777 -0.00606214 0.134479
-0.07857998 -0.01542574 -0.04123533 0.04211464]
[-0.09916841 -0.01199578 0.02427006 0.08920152 -0.04048836 0.11767545
0.26378339 0.02025745 -0.27787056 -0.09676881]
[-0.21374114 -0.0030497 -0.09038987 -0.33668827 0.15624245 0.11748338
0.08467823 0.10396079 -0.20196377 0.0400333 ]
[ 0.02863232 -0.31620093 -0.11825095 -0.13596457 0.29178003 0.01755265
0.11720146 0.15387736 -0.14493546 -0.19275706]
[ 0.15149828 -0.13480904 -0.13702044 0.00099462 0.1303422 -0.06271799
-0.03087443 -0.14822527 0.13548261 -0.09871606]
[-0.12264516 0.15433909 0.25585699 -0.02975733 0.17835733 0.09127138
-0.01365324 -0.29886708 -0.12829473 -0.0649501 ]
[-0.35097374 0.10298568 0.01080639 -0.0295684 0.12826019 -0.16895045
-0.04897556 0.23520281 -0.09426322 0.08049192]
[ 0.14681611 0.10991374 -0.2406312 -0.09838913 0.12169053 -0.28946289
0.01035626 -0.16796142 -0.00856718 -0.19301458]
[ 0.20731959 -0.14508047 0.05917696 -0.02941636 0.06796104 -0.02886523
-0.00969316 -0.13710205 0.10536236 -0.18417847]
[-0.10614969 -0.02870041 0.11962749 0.1065162 0.02937216 -0.11052875
0.23819942 -0.07707507 0.18260778 -0.00543526]
[ 0.02215261 -0.11401632 0.21598733 -0.21635673 0.0533501 0.10536724
-0.00419562 -0.11278586 0.03803396 0.25549034]]
[[ 0.49585658]
[ 1.29886391]
[ 0.24080947]
[ 0.72686516]
[-2.35079679]
[-0.28541577]
[-1.44746279]
[ 0.01855003]
[ 0.56329191]
[ 0.77262872]]
Progress: 16.1% ... Training loss: 0.324 ... Validation loss: 0.524[[ 1.60921423e-01 2.48285640e-01 -1.12831014e-01 1.06949843e-01
-5.37035568e-01 -6.99083472e-02 -8.66836118e-02 1.24254738e-01
-8.07440140e-02 2.00316423e-01]
[ 1.48892410e-02 1.69633518e-01 -2.00709011e-02 3.90588294e-02
9.95641518e-02 -5.48257087e-03 2.99345485e-01 4.12289031e-02
1.38102387e-01 -2.92223695e-02]
[ 1.97731527e-01 4.21405751e-01 3.19273631e-02 1.10185513e-01
5.36630058e-02 -6.12352385e-02 -5.17185741e-01 -3.32909513e-02
1.05899115e-01 3.50764420e-01]
[ -3.16038925e-02 -3.18141112e-01 -2.45255312e-01 7.41716186e-03
3.79256520e-02 1.70035243e-01 1.53666666e-01 5.53715905e-02
7.42332017e-03 7.69586296e-02]
[ -5.82259529e-03 1.73963426e-01 -1.48576219e-01 3.59617528e-02
1.06162194e-01 -1.76544472e-01 3.22423906e-02 -1.20399168e-01
-1.92826107e-01 2.07790834e-02]
[ -3.44225870e-01 -3.02107461e-01 -2.84560605e-01 1.55130669e-01
1.32026902e-01 4.57458093e-02 1.35154049e-03 -3.50423439e-02
-1.19336452e-03 3.78212053e-02]
[ -5.83407893e-03 -1.52275833e-01 8.80646346e-03 9.27414529e-02
-3.45160638e-02 -7.08321542e-02 1.72181263e-01 -1.89409430e-01
1.81063698e-01 3.48369982e-02]
[ 1.16723372e-01 -2.02520699e-01 3.39532422e-02 -6.37302681e-02
1.34064987e-01 -4.57281560e-02 4.16263827e-02 1.22881446e-01
7.23950122e-02 -1.58323614e-02]
[ -1.61462899e-01 -4.70478537e-02 -3.02109756e-01 -9.71635255e-03
-5.27062754e-02 6.61577547e-02 -2.44937935e-01 -2.72295364e-02
2.67530721e-01 -1.09721121e-01]
[ 7.14291997e-02 -2.06515518e-01 9.36727716e-02 4.05041596e-02
1.06923764e-01 -1.11299803e-01 1.17387732e-02 -9.78361286e-02
1.00154260e-02 1.50976331e-01]
[ -8.15989204e-02 9.07634387e-02 -3.36543548e-03 -1.63291176e-01
5.48980986e-02 2.65697714e-02 8.70063341e-02 -1.02372970e-01
-2.73877605e-02 -1.31258935e-01]
[ -9.21069950e-02 5.40645534e-03 -6.21818759e-02 1.23439715e-02
2.87758289e-01 9.36095816e-02 -3.79925344e-02 -1.47274097e-02
-1.51066951e-01 -1.82734098e-01]
[ -1.55679437e-01 7.00919628e-03 6.25877936e-02 2.36349664e-02
-1.76939229e-01 -2.20429302e-01 -1.81610044e-01 -1.96915431e-01
8.86559710e-02 1.76257777e-01]
[ -2.13486347e-01 -1.39206322e-01 1.20983396e-01 2.74558579e-01
-1.36811380e-01 -8.46138873e-02 -1.26846528e-01 -2.54891029e-01
-2.05583870e-01 1.02234770e-02]
[ 1.20181401e-01 -3.89688734e-02 -1.64395222e-02 1.21712419e-01
-2.61759312e-02 -8.53593707e-02 9.92636986e-02 4.42022838e-03
3.44058478e-02 2.70066094e-02]
[ 3.17499828e-02 -4.61832046e-02 -2.13940693e-01 1.39332035e-01
-3.44063606e-02 9.10546616e-02 -7.85378043e-02 -2.02399184e-02
-1.01508968e-01 -1.13539052e-02]
[ -1.30224889e-01 -6.81291824e-02 -2.07786033e-01 1.43695450e-01
1.21682790e-02 1.38979224e-01 2.45034612e-02 -2.50547911e-01
5.77130407e-02 -2.12887156e-01]
[ -7.13383417e-02 -3.33108034e-02 2.75816080e-01 9.68909767e-02
1.24415293e-01 -6.14762006e-02 -1.29222644e-01 1.20820360e-01
6.79639917e-02 3.14870455e-02]
[ 4.53229583e-02 -2.64536196e-02 8.39246234e-02 7.93791510e-02
1.13453917e-01 -1.54102283e-02 2.68783151e-01 1.20445959e-01
-4.39190107e-02 -7.39837845e-02]
[ 5.16958039e-03 -1.53164327e-01 -2.91112085e-01 -5.04248216e-02
2.31923880e-01 -8.99638084e-02 1.76248280e-01 1.64430799e-01
1.05284943e-01 -3.20582163e-02]
[ 4.75353772e-02 -6.03770469e-04 -1.20855559e-01 3.53973404e-02
-6.47832714e-02 3.27544221e-01 2.60827194e-01 2.05402808e-01
-1.71446205e-01 -6.41094400e-02]
[ 1.56901764e-02 9.43358181e-03 1.27194884e-01 1.21854807e-01
-6.10372454e-02 1.00727882e-01 -1.95884610e-01 -4.01508815e-02
2.20333009e-01 9.73368072e-02]
[ 1.01472093e-01 6.43441119e-02 -5.20999597e-02 -1.13469767e-01
-7.67595787e-02 -3.26310269e-01 1.20937581e-01 8.31962269e-03
1.33560720e-01 7.96429760e-02]
[ -9.51966975e-02 2.59846400e-02 -1.39966957e-02 2.68288089e-02
-3.51706949e-03 -2.04229987e-01 -1.01079710e-01 -1.94964731e-02
1.72361143e-02 1.33515529e-01]
[ -1.31728087e-01 -2.38836468e-02 -1.91493527e-01 1.32458243e-02
-3.02421251e-01 -1.03871354e-02 -5.26839873e-02 -2.25679939e-02
1.66800182e-02 8.19138861e-02]
[ -1.21164891e-02 -1.01214386e-02 -6.60295468e-02 -1.03197669e-01
4.54328326e-01 2.67693894e-01 4.79908095e-01 1.14375015e-01
-1.62754754e-01 -3.45183771e-01]
[ 5.82385369e-03 -2.86768038e-01 -1.88363327e-02 -4.25976589e-02
5.67248489e-01 9.07231249e-02 4.26901438e-01 9.30121801e-02
5.19004891e-02 -3.45104670e-01]
[ 2.53999584e-02 -3.57709492e-01 -3.60784590e-02 -8.85664507e-02
6.17434434e-01 1.74358002e-02 4.14181396e-01 4.97205197e-02
-3.47448425e-01 -1.94948388e-01]
[ -1.39824667e-01 -4.85729580e-01 4.20937286e-03 -1.64637047e-01
6.48546447e-01 -1.02836842e-01 5.14761431e-01 -8.03871189e-02
-3.82249006e-02 1.17195585e-01]
[ -2.65422255e-01 -3.02795808e-01 6.56402874e-02 -1.96888031e-02
8.36658798e-01 1.33153042e-01 3.26299335e-01 4.93078348e-02
-6.74303687e-02 -1.06807963e-01]
[ -1.59456754e-01 -1.65721609e-01 2.69861962e-01 -1.87076877e-01
4.91035819e-01 -6.28518118e-02 5.49241625e-01 1.62364883e-02
-2.12314047e-01 2.72900860e-02]
[ -9.85660221e-02 -1.31398081e-01 -1.66608352e-01 -6.08472789e-02
3.64506396e-01 -2.43141109e-01 8.54652623e-02 1.71467823e-01
2.10759510e-02 -7.76380206e-02]
[ 1.28014152e-01 2.67949351e-01 1.71513820e-01 -6.79229473e-02
-1.48206058e-01 4.20571883e-02 -1.83048979e-01 2.84979020e-01
9.12270008e-02 1.95407101e-01]
[ 3.39946730e-01 2.85308189e-01 -8.79146625e-02 3.05854204e-01
-8.83570691e-01 -2.84335561e-01 -4.44912294e-01 1.77474644e-01
3.70090267e-01 -5.42499585e-02]
[ 5.70497994e-02 1.69820898e-01 2.57235840e-01 2.65831034e-01
-1.01917074e-01 -2.00024058e-01 -2.04655326e-01 -1.32029441e-01
-1.28513045e-01 -2.71530432e-01]
[ 3.31209750e-02 -2.56905435e-02 -1.13521551e-01 -4.03217751e-02
2.11658674e-01 3.73901117e-02 -3.30627928e-02 -1.83542926e-01
4.54612028e-02 2.22581814e-01]
[ -8.84615037e-03 -7.72577603e-02 -7.07926132e-02 -6.43877417e-02
3.04683663e-02 -1.70117208e-01 1.14661293e-01 9.69707060e-03
2.74791698e-02 -4.69830084e-03]
[ 2.34258594e-02 5.01343808e-02 2.42844256e-01 6.71220208e-02
-2.04437703e-01 -1.31058238e-01 1.32380385e-01 3.96567935e-02
-1.91518045e-01 1.04190476e-01]
[ 4.89623419e-02 -2.93012377e-02 9.77493383e-02 -2.48924873e-02
-1.36863005e-01 8.16079107e-02 1.31081762e-01 -2.71794526e-01
-4.19568292e-02 -1.20322921e-01]
[ -3.00325678e-02 3.59568927e-02 7.61850497e-02 -5.62290539e-02
5.07729386e-02 1.91008311e-01 1.51764013e-01 1.17564809e-01
-4.12239772e-02 1.50481863e-01]
[ 2.10787943e-01 3.38097011e-02 2.41432846e-02 6.72160150e-02
1.01301426e-01 -1.67531659e-02 -1.26606222e-01 1.47709085e-01
-6.53602327e-02 -3.18541101e-02]
[ 1.67854018e-02 -8.42991533e-02 5.01582946e-03 4.69537494e-03
-2.94695916e-01 -1.10532011e-01 -1.37376421e-01 3.97391527e-02
9.27849100e-02 1.60824659e-01]
[ -5.30272389e-03 4.66158763e-01 9.69684015e-02 3.43993009e-01
-8.91508418e-01 -2.85115166e-01 -5.52862819e-01 -7.58714843e-02
2.30198836e-01 2.70975907e-01]
[ 1.50555184e-01 4.77578252e-01 4.77244196e-02 3.73674244e-01
-7.07535446e-01 -6.84094019e-02 -3.97018149e-01 1.48907329e-01
1.65873653e-01 4.53619477e-01]
[ 2.50375776e-01 2.72887787e-01 2.40358629e-01 1.26300361e-01
-3.46983292e-01 8.72302455e-02 -1.81152663e-01 1.62124535e-01
2.23919953e-01 6.07238635e-02]
[ -7.90560800e-02 2.00106299e-01 2.38973399e-01 6.76972802e-03
-7.75435970e-03 1.34268100e-01 -7.96316062e-02 -1.54116681e-02
-4.08114246e-02 4.26449823e-02]
[ -9.89267342e-02 -1.14518545e-02 2.43947095e-02 8.95825878e-02
-4.17023326e-02 1.17527701e-01 2.63105332e-01 2.02671327e-02
-2.77579967e-01 -9.63758213e-02]
[ -2.14100589e-01 -3.99080927e-03 -9.05614356e-02 -3.37228959e-01
1.57991378e-01 1.17697001e-01 8.57431791e-02 1.03947012e-01
-2.02370025e-01 3.94416109e-02]
[ 2.83322181e-02 -3.16995693e-01 -1.18388967e-01 -1.36401805e-01
2.93234256e-01 1.77181330e-02 1.18027379e-01 1.53866494e-01
-1.45267649e-01 -1.93247354e-01]
[ 1.51339396e-01 -1.35358069e-01 -1.37096313e-01 8.85910358e-04
1.30849500e-01 -6.25964449e-02 -3.00992303e-02 -1.48229102e-01
1.35349895e-01 -9.89146129e-02]
[ -1.23134920e-01 1.52971861e-01 2.55660383e-01 -3.03579419e-02
1.80562153e-01 9.14986188e-02 -1.22398630e-02 -2.98882190e-01
-1.28751107e-01 -6.56497246e-02]
[ -3.50616937e-01 1.03462307e-01 1.09865431e-02 -2.91457376e-02
1.27249716e-01 -1.69138598e-01 -4.98623305e-02 2.35214151e-01
-9.38632167e-02 8.08068768e-02]
[ 1.48237357e-01 1.13430002e-01 -2.39836425e-01 -9.60515732e-02
1.14842213e-01 -2.90344960e-01 6.59163076e-03 -1.67898570e-01
-6.81909380e-03 -1.90638772e-01]
[ 2.08222353e-01 -1.42877062e-01 5.96446565e-02 -2.79391055e-02
6.33401751e-02 -2.94310502e-02 -1.22527637e-02 -1.37065137e-01
1.06401537e-01 -1.82719741e-01]
[ -1.06063562e-01 -2.85412448e-02 1.19680123e-01 1.06613961e-01
2.92349383e-02 -1.10591285e-01 2.38033543e-01 -7.70718131e-02
1.82693475e-01 -5.33047879e-03]
[ 2.38014443e-02 -1.09591050e-01 2.16851645e-01 -2.13751960e-01
4.53255153e-02 1.04339777e-01 -9.11632371e-03 -1.12719040e-01
3.99998736e-02 2.57914540e-01]]
[[ 0.51856954]
[ 1.31726638]
[ 0.25659767]
[ 0.74583768]
[-2.33786693]
[-0.26927103]
[-1.43479798]
[ 0.03875689]
[ 0.58401631]
[ 0.79548381]]
Progress: 16.1% ... Training loss: 0.328 ... Validation loss: 0.520[[ 1.58283398e-01 2.41423594e-01 -1.14247228e-01 1.02826401e-01
-5.25296943e-01 -6.84404475e-02 -7.95023426e-02 1.24043990e-01
-8.37495728e-02 1.95930482e-01]
[ 1.47928632e-02 1.69408254e-01 -2.01141644e-02 3.89280425e-02
9.98929329e-02 -5.43512420e-03 2.99632972e-01 4.12220279e-02
1.38004425e-01 -2.93623884e-02]
[ 1.93594405e-01 4.11714406e-01 2.96731194e-02 1.03302033e-01
7.26839027e-02 -5.88398261e-02 -5.06331427e-01 -3.36417370e-02
1.00893151e-01 3.43777867e-01]
[ -2.97449388e-02 -3.14361163e-01 -2.44299871e-01 9.94272241e-03
2.92954370e-02 1.69432551e-01 1.49339794e-01 5.54977216e-02
9.48410359e-03 7.97268095e-02]
[ -6.81887032e-03 1.72100315e-01 -1.49146377e-01 3.45909423e-02
1.11293767e-01 -1.76400380e-01 3.48723573e-02 -1.20466307e-01
-1.94077224e-01 1.91027487e-02]
[ -3.45445618e-01 -3.05229756e-01 -2.85128177e-01 1.53617904e-01
1.37146676e-01 4.61846738e-02 5.09725800e-03 -3.51196111e-02
-2.44788753e-03 3.60444856e-02]
[ -5.43307022e-03 -1.51712745e-01 8.99556717e-03 9.32363947e-02
-3.62062131e-02 -7.10095710e-02 1.71150936e-01 -1.89376089e-01
1.81553786e-01 3.51058425e-02]
[ 1.12464655e-01 -2.13402828e-01 3.17109084e-02 -7.03353138e-02
1.52697766e-01 -4.34109867e-02 5.34758516e-02 1.22539021e-01
6.74213124e-02 -2.24708213e-02]
[ -1.62823001e-01 -5.03800864e-02 -3.02772210e-01 -1.17416152e-02
-4.64971141e-02 6.68455797e-02 -2.41365340e-01 -2.73334447e-02
2.66002941e-01 -1.11816101e-01]
[ 6.59724133e-02 -2.20513689e-01 9.08869361e-02 3.24483287e-02
1.31225826e-01 -1.08599094e-01 2.72122026e-02 -9.82459833e-02
3.86115780e-03 1.42236719e-01]
[ -8.24271520e-02 8.85853241e-02 -3.78762641e-03 -1.64571736e-01
5.80208140e-02 2.70221289e-02 8.91599782e-02 -1.02437962e-01
-2.82895584e-02 -1.32491193e-01]
[ -9.22595363e-02 4.80917307e-03 -6.22571055e-02 1.20322309e-02
2.88605076e-01 9.37229571e-02 -3.74821534e-02 -1.47428224e-02
-1.51276800e-01 -1.83003543e-01]
[ -1.55679437e-01 7.00919628e-03 6.25877936e-02 2.36349664e-02
-1.76939229e-01 -2.20429302e-01 -1.81610044e-01 -1.96915431e-01
8.86559710e-02 1.76257777e-01]
[ -2.13769011e-01 -1.40152692e-01 1.20847179e-01 2.74222573e-01
-1.35723741e-01 -8.45016148e-02 -1.25901320e-01 -2.54908281e-01
-2.05869700e-01 9.79839857e-03]
[ 1.19837421e-01 -3.98448732e-02 -1.66013141e-02 1.21290357e-01
-2.47913784e-02 -8.52883937e-02 1.00460071e-01 4.40045820e-03
3.40639294e-02 2.64914610e-02]
[ 3.08912398e-02 -4.81517993e-02 -2.14342521e-01 1.38191428e-01
-3.05370470e-02 9.14500819e-02 -7.61903914e-02 -2.02998912e-02
-1.02440231e-01 -1.26117068e-02]
[ -1.30196203e-01 -6.81531526e-02 -2.07782736e-01 1.43691575e-01
1.21317514e-02 1.38987458e-01 2.42919326e-02 -2.50546502e-01
5.77402041e-02 -2.12829529e-01]
[ -7.15738460e-02 -3.38072381e-02 2.75705327e-01 9.65785072e-02
1.25302720e-01 -6.13747848e-02 -1.28598397e-01 1.20803298e-01
6.77113853e-02 3.10674381e-02]
[ 4.59315939e-02 -2.52327134e-02 8.42028056e-02 8.01535135e-02
1.11091677e-01 -1.56989359e-02 2.67318714e-01 1.20491439e-01
-4.32466517e-02 -7.32716836e-02]
[ 3.77606841e-03 -1.56893607e-01 -2.91825873e-01 -5.25984834e-02
2.37738714e-01 -8.92249828e-02 1.80238615e-01 1.64320554e-01
1.03656043e-01 -3.42546367e-02]
[ 4.63884813e-02 -3.55644843e-03 -1.21465936e-01 3.36171327e-02
-5.95318630e-02 3.28179447e-01 2.64074095e-01 2.05312569e-01
-1.72811370e-01 -6.59223016e-02]
[ 1.36041641e-02 4.30081738e-03 1.26104291e-01 1.18678117e-01
-5.19836528e-02 1.01859886e-01 -1.90444202e-01 -4.03192804e-02
2.17979496e-01 9.40681177e-02]
[ 1.01145769e-01 6.35385380e-02 -5.22644073e-02 -1.13970837e-01
-7.52207224e-02 -3.26151202e-01 1.21800490e-01 8.29449389e-03
1.33209582e-01 7.91230915e-02]
[ -9.53482910e-02 2.56102726e-02 -1.40714260e-02 2.66092059e-02
-2.85038764e-03 -2.04153550e-01 -1.00653249e-01 -1.95077078e-02
1.70649996e-02 1.33284298e-01]
[ -1.31977740e-01 -2.45720872e-02 -1.91593736e-01 1.28895810e-02
-3.01305224e-01 -1.02618667e-02 -5.19508217e-02 -2.25858399e-02
1.63960303e-02 8.15495676e-02]
[ -1.21153572e-02 -1.02018522e-02 -6.60296477e-02 -1.03199451e-01
4.54267342e-01 2.67694857e-01 4.79975187e-01 1.14375462e-01
-1.62752444e-01 -3.45190568e-01]
[ 4.99669841e-03 -2.88726046e-01 -1.92595232e-02 -4.38196528e-02
5.70914169e-01 9.11657204e-02 4.29220373e-01 9.29491341e-02
5.09704030e-02 -3.46404956e-01]
[ 2.50426614e-02 -3.58715657e-01 -3.62475656e-02 -8.90754060e-02
6.19073225e-01 1.76220835e-02 4.15252676e-01 4.96938976e-02
-3.47853109e-01 -1.95513002e-01]
[ -1.40053309e-01 -4.86291262e-01 4.09428334e-03 -1.64971372e-01
6.49577929e-01 -1.02715712e-01 5.15360151e-01 -8.04042572e-02
-3.84854411e-02 1.16873234e-01]
[ -2.66264128e-01 -3.04817224e-01 6.52376712e-02 -2.08525665e-02
8.40151432e-01 1.33567239e-01 3.28622592e-01 4.92485643e-02
-6.83176379e-02 -1.08039799e-01]
[ -1.59586014e-01 -1.66232647e-01 2.69810798e-01 -1.87229697e-01
4.91517791e-01 -6.28012411e-02 5.49754698e-01 1.62292728e-02
-2.12439145e-01 2.71358404e-02]
[ -9.88580447e-02 -1.32203829e-01 -1.66744170e-01 -6.12556291e-02
3.65657979e-01 -2.43000545e-01 8.62872198e-02 1.71447044e-01
2.07823704e-02 -7.80744568e-02]
[ 1.27928291e-01 2.67563034e-01 1.71441996e-01 -6.81060842e-02
-1.47683005e-01 4.21172776e-02 -1.82775317e-01 2.84970066e-01
9.11257607e-02 1.95261869e-01]
[ 3.38205443e-01 2.80726562e-01 -8.88541150e-02 3.03165025e-01
-8.76055423e-01 -2.83439849e-01 -4.39994017e-01 1.77335289e-01
3.68028999e-01 -5.70983853e-02]
[ 5.69193555e-02 1.69524604e-01 2.57171219e-01 2.65645716e-01
-1.01333090e-01 -1.99957587e-01 -2.04301664e-01 -1.32039022e-01
-1.28658424e-01 -2.71729907e-01]
[ 3.26686599e-02 -2.66519038e-02 -1.13765786e-01 -4.10195974e-02
2.13908975e-01 3.76249594e-02 -3.18341359e-02 -1.83580019e-01
4.48958210e-02 2.21963552e-01]
[ -9.03429381e-03 -7.77130601e-02 -7.08880241e-02 -6.46701691e-02
3.13329726e-02 -1.70026859e-01 1.15212400e-01 9.68290370e-03
2.72575837e-02 -4.99055262e-03]
[ 2.28226947e-02 4.89069061e-02 2.42553876e-01 6.62409076e-02
-2.01753427e-01 -1.30796161e-01 1.33808256e-01 3.96092501e-02
-1.92227343e-01 1.03365599e-01]
[ 4.89097182e-02 -2.94145480e-02 9.77316517e-02 -2.49660154e-02
-1.36645296e-01 8.16301810e-02 1.31280413e-01 -2.71798642e-01
-4.20106325e-02 -1.20465143e-01]
[ -3.04986000e-02 3.48862069e-02 7.59593085e-02 -5.69243051e-02
5.28008010e-02 1.91234828e-01 1.53110550e-01 1.17530638e-01
-4.17530586e-02 1.49752461e-01]
[ 2.10822457e-01 3.37701483e-02 2.41468112e-02 6.72823127e-02
1.01088353e-01 -1.67751742e-02 -1.26771322e-01 1.47712635e-01
-6.53106423e-02 -3.18440807e-02]
[ 1.68269095e-02 -8.41909943e-02 5.03008288e-03 4.73279899e-03
-2.94793752e-01 -1.10538906e-01 -1.37515140e-01 3.97425374e-02
9.28237194e-02 1.60853520e-01]
[ -5.47993119e-03 4.65794263e-01 9.68860564e-02 3.43719952e-01
-8.90939851e-01 -2.85015160e-01 -5.52587496e-01 -7.58859078e-02
2.30022288e-01 2.70764422e-01]
[ 1.51307286e-01 4.78948643e-01 4.80950115e-02 3.74661039e-01
-7.10491730e-01 -6.87750273e-02 -3.98790052e-01 1.48963636e-01
1.66741882e-01 4.54479251e-01]
[ 2.49962286e-01 2.71844793e-01 2.40154125e-01 1.25714092e-01
-3.45146548e-01 8.74288966e-02 -1.80033302e-01 1.62094508e-01
2.23465253e-01 6.00568521e-02]
[ -7.88277433e-02 2.00646388e-01 2.39080425e-01 7.09125557e-03
-8.78103425e-03 1.34155798e-01 -8.02541550e-02 -1.53945669e-02
-4.05569734e-02 4.29721845e-02]
[ -9.89618040e-02 -1.15393843e-02 2.43776558e-02 8.95332712e-02
-4.15457770e-02 1.17545149e-01 2.63198707e-01 2.02645309e-02
-2.77618850e-01 -9.64289570e-02]
[ -2.14216001e-01 -4.32332248e-03 -9.06191555e-02 -3.37384910e-01
1.58485103e-01 1.17755878e-01 8.60723081e-02 1.03938605e-01
-2.02494352e-01 3.92677357e-02]
[ 2.79743644e-02 -3.17883972e-01 -1.18559561e-01 -1.36917622e-01
2.94675880e-01 1.79017870e-02 1.19033179e-01 1.53839957e-01
-1.45664201e-01 -1.93792311e-01]
[ 1.50783019e-01 -1.37278682e-01 -1.37432753e-01 2.55821466e-06
1.33235195e-01 -6.22917195e-02 -2.84442353e-02 -1.48276911e-01
1.34756860e-01 -9.98670684e-02]
[ -1.23915426e-01 1.51097905e-01 2.55313555e-01 -3.13696163e-02
1.83674171e-01 9.18485545e-02 -1.00912301e-02 -2.98932086e-01
-1.29548992e-01 -6.67524088e-02]
[ -3.50574788e-01 1.03151590e-01 1.10142327e-02 -2.91744844e-02
1.27081620e-01 -1.69143003e-01 -4.95994403e-02 2.35218895e-01
-9.38083288e-02 8.05721881e-02]
[ 1.46857889e-01 1.10122042e-01 -2.40527327e-01 -9.81304665e-02
1.21261631e-01 -2.89625261e-01 1.01889693e-02 -1.68004472e-01
-8.42901207e-03 -1.92755992e-01]
[ 2.07168327e-01 -1.45735667e-01 5.90824330e-02 -2.95675937e-02
6.83119244e-02 -2.88683784e-02 -9.07917027e-03 -1.37148272e-01
1.05130350e-01 -1.84434719e-01]
[ -1.07536319e-01 -3.18425360e-02 1.18943096e-01 1.04440498e-01
3.60418330e-02 -1.09854733e-01 2.41843081e-01 -7.71855846e-02
1.81011957e-01 -7.47054614e-03]
[ 2.25648711e-02 -1.12791477e-01 2.16214119e-01 -2.15595474e-01
5.00694002e-02 1.04937040e-01 -5.62585713e-03 -1.12813530e-01
3.86326140e-02 2.55935318e-01]]
[[ 0.48790367]
[ 1.29122107]
[ 0.23084951]
[ 0.71771595]
[-2.36594603]
[-0.29151129]
[-1.45688155]
[ 0.01319243]
[ 0.55431429]
[ 0.76570822]]
Progress: 16.1% ... Training loss: 0.333 ... Validation loss: 0.537[[ 1.58359151e-01 2.41103117e-01 -1.14291896e-01 1.02719326e-01
-5.23637065e-01 -6.83696513e-02 -7.86490238e-02 1.24043889e-01
-8.39331917e-02 1.95636100e-01]
[ 1.48340739e-02 1.69494483e-01 -2.00951280e-02 3.89807296e-02
9.97116961e-02 -5.45670446e-03 2.99505799e-01 4.12229103e-02
1.38048467e-01 -2.92924352e-02]
[ 1.95990616e-01 4.17634968e-01 3.06439347e-02 1.06365436e-01
6.36930524e-02 -6.00529395e-02 -5.12730839e-01 -3.35817843e-02
1.03293548e-01 3.46894047e-01]
[ -2.97803239e-02 -3.13564891e-01 -2.44168691e-01 1.00961824e-02
2.87159577e-02 1.69308299e-01 1.47601299e-01 5.54956127e-02
9.54187685e-03 8.03385689e-02]
[ -7.86943913e-03 1.69685686e-01 -1.49543111e-01 3.32116879e-02
1.14393367e-01 -1.75894750e-01 3.67076477e-02 -1.20490434e-01
-1.94871035e-01 1.77281045e-02]
[ -3.45989627e-01 -3.06627497e-01 -2.85367705e-01 1.52903151e-01
1.39482815e-01 4.64601379e-02 6.80835956e-03 -3.51331331e-02
-3.04393576e-03 3.52431328e-02]
[ -5.28813355e-03 -1.51286074e-01 8.99973373e-03 9.32471252e-02
-3.65816422e-02 -7.10228142e-02 1.70630490e-01 -1.89374046e-01
1.81653434e-01 3.50454562e-02]
[ 1.13641214e-01 -2.10840897e-01 3.22014974e-02 -6.86590112e-02
1.47894539e-01 -4.40649683e-02 5.09146205e-02 1.22570898e-01
6.87457526e-02 -2.07553978e-02]
[ -1.62329022e-01 -4.92560557e-02 -3.02521349e-01 -1.09578576e-02
-4.76823511e-02 6.65769592e-02 -2.42422620e-01 -2.73190191e-02
2.66438802e-01 -1.11143785e-01]
[ 6.74649599e-02 -2.17206444e-01 9.14808205e-02 3.44758488e-02
1.25902900e-01 -1.09382018e-01 2.42889860e-02 -9.82057460e-02
5.31468592e-03 1.44159587e-01]
[ -8.28341883e-02 8.75651123e-02 -3.95508095e-03 -1.65177349e-01
5.98430783e-02 2.72745337e-02 9.01178837e-02 -1.02448831e-01
-2.87270018e-02 -1.33197256e-01]
[ -9.20735805e-02 5.23703084e-03 -6.21774465e-02 1.23663608e-02
2.88077983e-01 9.35930948e-02 -3.79446976e-02 -1.47373680e-02
-1.51028983e-01 -1.82694348e-01]
[ -1.55679437e-01 7.00919628e-03 6.25877936e-02 2.36349664e-02
-1.76939229e-01 -2.20429302e-01 -1.81610044e-01 -1.96915431e-01
8.86559710e-02 1.76257777e-01]
[ -2.14007923e-01 -1.40777069e-01 1.20736662e-01 2.73923438e-01
-1.34782399e-01 -8.43767236e-02 -1.25061143e-01 -2.54914105e-01
-2.06135434e-01 9.42480195e-03]
[ 1.20048582e-01 -3.93915200e-02 -1.65072429e-02 1.21587461e-01
-2.57679608e-02 -8.54120342e-02 9.99117251e-02 4.40598017e-03
3.42968734e-02 2.68120658e-02]
[ 3.03286973e-02 -4.94891071e-02 -2.14589215e-01 1.37405529e-01
-2.79338537e-02 9.17541059e-02 -7.46395571e-02 -2.03144529e-02
-1.03060074e-01 -1.34325638e-02]
[ -1.30202193e-01 -6.81768783e-02 -2.07781603e-01 1.43680519e-01
1.22072008e-02 1.38988658e-01 2.42613419e-02 -2.50546270e-01
5.77510365e-02 -2.12852755e-01]
[ -7.17215060e-02 -3.41985124e-02 2.75609779e-01 9.63063352e-02
1.25974799e-01 -6.12428769e-02 -1.28039245e-01 1.20798800e-01
6.75604669e-02 3.07970637e-02]
[ 4.62290019e-02 -2.43795895e-02 8.42926752e-02 8.04399005e-02
1.09954296e-01 -1.58456541e-02 2.66279378e-01 1.20497663e-01
-4.30079529e-02 -7.30322006e-02]
[ 4.16108509e-03 -1.55845476e-01 -2.91634584e-01 -5.20011979e-02
2.35671464e-01 -8.94586143e-02 1.79182043e-01 1.64332090e-01
1.04107729e-01 -3.36270316e-02]
[ 4.71362494e-02 -1.67536857e-03 -1.21105594e-01 3.47505212e-02
-6.29909178e-02 3.27730801e-01 2.61969096e-01 2.05333257e-01
-1.71929281e-01 -6.47766147e-02]
[ 1.38578972e-02 4.26971855e-03 1.26145354e-01 1.18888775e-01
-5.18367223e-02 1.01802359e-01 -1.90311536e-01 -4.03148851e-02
2.18201106e-01 9.41859014e-02]
[ 1.01399566e-01 6.42707357e-02 -5.21247928e-02 -1.13482411e-01
-7.56790736e-02 -3.26320473e-01 1.21277550e-01 8.30354176e-03
1.33390016e-01 7.95738272e-02]
[ -9.53168875e-02 2.56544717e-02 -1.40535739e-02 2.66470806e-02
-2.98670251e-03 -2.04166708e-01 -1.00729586e-01 -1.95069873e-02
1.70905168e-02 1.33323956e-01]
[ -1.31931455e-01 -2.44614972e-02 -1.91570123e-01 1.29627584e-02
-3.01537038e-01 -1.02916773e-02 -5.20823854e-02 -2.25844980e-02
1.64526157e-02 8.16220637e-02]
[ -1.22867473e-02 -1.06506148e-02 -6.61185893e-02 -1.03474935e-01
4.55313044e-01 2.67792196e-01 4.80529120e-01 1.14371308e-01
-1.62961794e-01 -3.45471900e-01]
[ 4.88985613e-03 -2.89104023e-01 -1.93297943e-02 -4.39960171e-02
5.71543112e-01 9.12316808e-02 4.29648057e-01 9.29459191e-02
5.08510458e-02 -3.46626454e-01]
[ 2.44683094e-02 -3.60275090e-01 -3.65295793e-02 -8.99689960e-02
6.21876699e-01 1.79776448e-02 4.17001773e-01 4.96776040e-02
-3.48539802e-01 -1.96458707e-01]
[ -1.40632511e-01 -4.87760010e-01 3.81655241e-03 -1.65857646e-01
6.52374012e-01 -1.02367761e-01 5.17008715e-01 -8.04203521e-02
-3.91578284e-02 1.15949448e-01]
[ -2.66676876e-01 -3.05839777e-01 6.50441388e-02 -2.14721746e-02
8.42155789e-01 1.33822255e-01 3.29875963e-01 4.92373041e-02
-6.87817026e-02 -1.08688628e-01]
[ -1.59689067e-01 -1.66588628e-01 2.69775043e-01 -1.87312759e-01
4.91909109e-01 -6.27682438e-02 5.50169033e-01 1.62273761e-02
-2.12531617e-01 2.70548327e-02]
[ -9.88776444e-02 -1.32256858e-01 -1.66753777e-01 -6.12856985e-02
3.65748917e-01 -2.42988425e-01 8.63482332e-02 1.71446507e-01
2.07595250e-02 -7.81059957e-02]
[ 1.27136254e-01 2.65542186e-01 1.71095736e-01 -6.92726568e-02
-1.43831032e-01 4.26043505e-02 -1.80432794e-01 2.84947635e-01
9.02426229e-02 1.94104864e-01]
[ 3.38410039e-01 2.81334335e-01 -8.87509530e-02 3.03483875e-01
-8.76434765e-01 -2.83575202e-01 -4.40659606e-01 1.77341345e-01
3.68196653e-01 -5.66928876e-02]
[ 5.70835320e-02 1.69888423e-01 2.57242640e-01 2.65856882e-01
-1.02091269e-01 -2.00045646e-01 -2.04796797e-01 -1.32034804e-01
-1.28486761e-01 -2.71477634e-01]
[ 3.27829367e-02 -2.63921651e-02 -1.13711194e-01 -4.08418333e-02
2.13265001e-01 3.75487393e-02 -3.21890688e-02 -1.83577729e-01
4.50333584e-02 2.22158520e-01]
[ -8.89986470e-03 -7.72472737e-02 -7.08031561e-02 -6.44062893e-02
3.04778192e-02 -1.70125699e-01 1.14759684e-01 9.68782724e-03
2.74445781e-02 -4.74287568e-03]
[ 2.31505045e-02 4.97033042e-02 2.42676918e-01 6.66810779e-02
-2.03230887e-01 -1.30962126e-01 1.32877691e-01 3.96178984e-02
-1.91893127e-01 1.03797448e-01]
[ 4.87878423e-02 -2.96809441e-02 9.76724037e-02 -2.51453246e-02
-1.36038921e-01 8.16966687e-02 1.31596724e-01 -2.71801965e-01
-4.21520354e-02 -1.20629699e-01]
[ -3.02501474e-02 3.55286276e-02 7.60766773e-02 -5.65571948e-02
5.16054547e-02 1.91088987e-01 1.52376489e-01 1.17537342e-01
-4.14720640e-02 1.50142375e-01]
[ 2.10333204e-01 3.25252213e-02 2.38971649e-02 6.64669723e-02
1.03905089e-01 -1.64532633e-02 -1.25630566e-01 1.47697237e-01
-6.59040872e-02 -3.26846081e-02]
[ 1.80289451e-02 -8.11875887e-02 5.59195252e-03 6.52865052e-03
-3.00718961e-01 -1.11212695e-01 -1.41069244e-01 3.97760375e-02
9.42274685e-02 1.62614763e-01]
[ -4.40758456e-03 4.68047284e-01 9.73156505e-02 3.45207695e-01
-8.94803955e-01 -2.85578012e-01 -5.54306472e-01 -7.58571832e-02
2.31089345e-01 2.72127210e-01]
[ 1.51733004e-01 4.80124249e-01 4.83195039e-02 3.75369315e-01
-7.12870684e-01 -6.90752537e-02 -3.99981229e-01 1.48977096e-01
1.67286001e-01 4.55139596e-01]
[ 2.50343847e-01 2.72899163e-01 2.40332566e-01 1.26264377e-01
-3.46946739e-01 8.72002288e-02 -1.81138880e-01 1.62104874e-01
2.23877992e-01 6.05767437e-02]
[ -7.88584925e-02 2.00565738e-01 2.39066061e-01 7.04547274e-03
-8.63814944e-03 1.34174613e-01 -8.01659384e-02 -1.53954115e-02
-4.05921538e-02 4.29250145e-02]
[ -9.87953898e-02 -1.10611105e-02 2.44541912e-02 8.98007696e-02
-4.24145926e-02 1.17438047e-01 2.62653772e-01 2.02696595e-02
-2.77410344e-01 -9.61420931e-02]
[ -2.14152900e-01 -4.14589521e-03 -9.05866775e-02 -3.37291455e-01
1.58211571e-01 1.17714350e-01 8.58780252e-02 1.03940423e-01
-2.02414756e-01 3.93599720e-02]
[ 2.81420181e-02 -3.17547816e-01 -1.18483966e-01 -1.36672176e-01
2.93889605e-01 1.78046181e-02 1.18551572e-01 1.53844393e-01
-1.45474789e-01 -1.93528903e-01]
[ 1.50935916e-01 -1.36800272e-01 -1.37345157e-01 3.15354054e-04
1.32417667e-01 -6.23884077e-02 -2.88630231e-02 -1.48270533e-01
1.35015080e-01 -9.96067988e-02]
[ -1.23245556e-01 1.52656384e-01 2.55621386e-01 -3.03553034e-02
1.80363399e-01 9.14188523e-02 -1.18627179e-02 -2.98912838e-01
-1.28784094e-01 -6.57241842e-02]
[ -3.50072346e-01 1.03963513e-01 1.11967617e-02 -2.85077298e-02
1.25703954e-01 -1.69403889e-01 -5.00820748e-02 2.35232362e-01
-9.33427247e-02 8.11387945e-02]
[ 1.46335285e-01 1.08871094e-01 -2.40782652e-01 -9.89185493e-02
1.23817110e-01 -2.89320585e-01 1.17820289e-02 -1.68019097e-01
-9.01671336e-03 -1.93611391e-01]
[ 2.06350908e-01 -1.47524569e-01 5.86990899e-02 -3.08030333e-02
7.28905593e-02 -2.83869872e-02 -6.71072190e-03 -1.37170047e-01
1.04034255e-01 -1.85725593e-01]
[ -1.06638184e-01 -2.95370309e-02 1.19353116e-01 1.05740000e-01
3.18089430e-02 -1.10335162e-01 2.39062732e-01 -7.71617952e-02
1.82037389e-01 -6.12977476e-03]
[ 2.29530143e-02 -1.12191054e-01 2.16370900e-01 -2.15109279e-01
4.86463890e-02 1.04758298e-01 -6.56196201e-03 -1.12805190e-01
3.90661585e-02 2.56411719e-01]]
[[ 0.49456044]
[ 1.29986777]
[ 0.23768314]
[ 0.72519417]
[-2.36560847]
[-0.28721175]
[-1.45561827]
[ 0.01907719]
[ 0.56258893]
[ 0.77506102]]
Progress: 16.2% ... Training loss: 0.326 ... Validation loss: 0.528[[ 0.15939237 0.24396199 -0.11370967 0.10441037 -0.52914105 -0.06904676
-0.08174504 0.12409098 -0.0826516 0.19712926]
[ 0.01525701 0.17065048 -0.01987598 0.03965492 0.09754121 -0.0057161
0.29819638 0.04124048 0.13853253 -0.02862034]
[ 0.19445399 0.41402173 0.02996261 0.10392096 0.07087521 -0.05914663
-0.50867327 -0.03364098 0.10166766 0.34429684]
[-0.03227892 -0.32046112 -0.24537684 0.00647043 0.04055272 0.1707481
0.15520948 0.05539964 0.00654623 0.07659861]
[-0.00778073 0.16982267 -0.14954488 0.03320423 0.11422609 -0.17590717
0.03697239 -0.12048588 -0.1947355 0.01777087]
[-0.34531198 -0.3049537 -0.28500221 0.15400748 0.13606637 0.046043
0.00495984 -0.03510493 -0.0022575 0.03636956]
[-0.00475353 -0.15007879 0.00924412 0.0939965 -0.03915717 -0.07131547
0.16928755 -0.18935652 0.1822513 0.03586991]
[ 0.1145002 -0.20864692 0.03270989 -0.06727612 0.14340983 -0.04461635
0.04845207 0.12260969 0.06982713 -0.0194672 ]
[-0.16204797 -0.04874825 -0.3023713 -0.01053288 -0.04896728 0.06642963
-0.24309375 -0.02730805 0.26674959 -0.11070699]
[ 0.07069285 -0.20922121 0.09311446 0.03933539 0.11047175 -0.11126832
0.01521864 -0.09807843 0.00907869 0.14909614]
[-0.08322781 0.08657882 -0.00409161 -0.16565535 0.06126488 0.02746535
0.09122147 -0.10246149 -0.02914491 -0.13367544]
[-0.09255556 0.00382096 -0.06240623 0.0116464 0.29032572 0.09388007
-0.03630307 -0.01475655 -0.1515986 -0.18347683]
[-0.15567944 0.0070092 0.06258779 0.02363497 -0.17693923 -0.2204293
-0.18161004 -0.19691543 0.08865597 0.17625778]
[-0.21377638 -0.14006638 0.12087658 0.27435409 -0.13615325 -0.08453314
-0.12567729 -0.2549035 -0.20584658 0.00987371]
[ 0.12006835 -0.03940432 -0.01649522 0.12161897 -0.02581387 -0.08542197
0.09993107 0.00440678 0.03431827 0.02683449]
[ 0.03051928 -0.04917091 -0.2144975 0.13769842 -0.02870718 0.09163574
-0.07516862 -0.02030691 -0.10286917 -0.0131437 ]
[-0.12933465 -0.06591496 -0.20733607 0.14496417 0.00782993 0.1384909
0.02180901 -0.25051408 0.05877368 -0.21140713]
[-0.07138529 -0.03349924 0.27573943 0.09681638 0.12432439 -0.06143522
-0.12894741 0.12081233 0.06792143 0.03117776]
[ 0.0460225 -0.02490001 0.08419086 0.08005379 0.11120831 -0.01570355
0.26694046 0.1204859 -0.04326649 -0.07337668]
[ 0.00442384 -0.15508586 -0.29148609 -0.05155282 0.23416551 -0.08961939
0.1783551 0.16434403 0.10442508 -0.03311602]
[ 0.04726495 -0.0013118 -0.1209722 0.03507344 -0.06403314 0.32758492
0.26140617 0.20534366 -0.1716291 -0.06449938]
[ 0.01410057 0.00477015 0.12626569 0.11919435 -0.05281035 0.10167939
-0.19075491 -0.04030554 0.21842494 0.09439706]
[ 0.10153219 0.06458497 -0.05205956 -0.11328849 -0.07636636 -0.32638452
0.12093985 0.0083082 0.13352876 0.0797859 ]
[-0.09533354 0.02555165 -0.01406189 0.02662011 -0.00281644 -0.20415229
-0.10063607 -0.01950742 0.0170786 0.13327743]
[-0.13176841 -0.02417051 -0.19147797 0.01321786 -0.30229605 -0.0103882
-0.0525048 -0.02257784 0.01663467 0.08189095]
[-0.01256707 -0.0115806 -0.06624439 -0.10389266 0.45667472 0.26796818
0.48148719 0.11436004 -0.16329132 -0.34593034]
[ 0.00484638 -0.28933147 -0.01935078 -0.04405865 0.57178861 0.0912573
0.42982263 0.09294422 0.05080062 -0.34670735]
[ 0.02457228 -0.36011744 -0.03647465 -0.08979601 0.62135804 0.01790949
0.41680363 0.04968199 -0.34842437 -0.19628871]
[-0.14110918 -0.4889555 0.00357929 -0.16658044 0.65451024 -0.10208806
0.51843681 -0.08043927 -0.03970957 0.1152499 ]
[-0.26686856 -0.30640503 0.06495591 -0.02173513 0.84297341 0.13392887
0.33043224 0.04923028 -0.0689929 -0.10896051]
[-0.159716 -0.16675031 0.26976542 -0.187341 0.49218663 -0.06275321
0.55033912 0.01622673 -0.21255971 0.0270276 ]
[-0.09890519 -0.13225222 -0.1667785 -0.06134049 0.36593474 -0.24296434
0.08645782 0.17144501 0.02071798 -0.07816371]
[ 0.12777552 0.26724757 0.1713951 -0.06832555 -0.14676183 0.04222949
-0.18232354 0.28497057 0.09090193 0.19501162]
[ 0.33834513 0.28109321 -0.0887959 0.30335575 -0.87605599 -0.28351911
-0.44041158 0.17733762 0.36812066 -0.05680736]
[ 0.05698501 0.16972413 0.25720943 0.26573268 -0.10168207 -0.19999308
-0.20456562 -0.13203797 -0.12859244 -0.2716209 ]
[ 0.03291402 -0.02600513 -0.11362364 -0.04060089 0.21247485 0.03746091
-0.03259611 -0.18357125 0.04518063 0.22238088]
[-0.00892181 -0.07733911 -0.07081302 -0.06445039 0.03057181 -0.1701066
0.11481207 0.00968655 0.02743256 -0.00478043]
[ 0.02414983 0.05224697 0.24316265 0.06814126 -0.20808021 -0.13153025
0.13001937 0.03965419 -0.19074444 0.10536309]
[ 0.0487496 -0.02979328 0.09765472 -0.02520274 -0.13585433 0.08171929
0.13172166 -0.27180352 -0.04219807 -0.1206953 ]
[-0.03012576 0.03594032 0.07611346 -0.05640775 0.05102122 0.19102428
0.15202894 0.11754119 -0.04135716 0.15027292]
[ 0.21076139 0.0337366 0.02412032 0.06711371 0.10171993 -0.01671488
-0.12694871 0.14771429 -0.06539132 -0.03195347]
[ 0.01832455 -0.08040967 0.00573687 0.00696504 -0.30212464 -0.11137241
-0.14191749 0.03978728 0.09453831 0.16307186]
[-0.00399995 0.46891338 0.09752109 0.34575022 -0.89646871 -0.28579334
-0.5552127 -0.07584063 0.23154933 0.27262392]
[ 0.15188223 0.48039824 0.04846722 0.37571328 -0.71370736 -0.06921158
-0.40049138 0.1489884 0.16760097 0.45544056]
[ 0.25029606 0.27277198 0.24031031 0.12619556 -0.34671405 0.08722813
-0.18099537 0.16210305 0.22382119 0.06050157]
[-0.07883311 0.20060274 0.23908917 0.00711114 -0.00894691 0.13414555
-0.080343 -0.01539335 -0.04053428 0.04301917]
[-0.09825021 -0.00960729 0.02471851 0.09065455 -0.04521589 0.11709778
0.26110235 0.02029175 -0.27677945 -0.09524609]
[-0.21425518 -0.00438736 -0.09062032 -0.33739978 0.15861737 0.11775832
0.08613387 0.10393723 -0.20251021 0.03921591]
[ 0.02806536 -0.31773713 -0.11852042 -0.1367902 0.2942741 0.0178528
0.1187869 0.15384142 -0.14556672 -0.19364853]
[ 0.15278594 -0.13205674 -0.13644448 0.00302538 0.12360319 -0.06344478
-0.0342945 -0.14820112 0.13711964 -0.09666054]
[-0.1230114 0.15329192 0.25578231 -0.02988024 0.17871508 0.09123405
-0.01253289 -0.29890053 -0.12849098 -0.06525703]
[-0.34991816 0.10441367 0.01127232 -0.02831017 0.12503195 -0.169478
-0.05052233 0.23523722 -0.09317888 0.08134029]
[ 0.14639678 0.10906536 -0.24066766 -0.09864193 0.12316821 -0.28943041
0.01160448 -0.16801112 -0.00880469 -0.19345355]
[ 0.20618959 -0.1479706 0.05862601 -0.03106723 0.07369907 -0.02829091
-0.00624262 -0.1371765 0.1038484 -0.18601908]
[-0.10571026 -0.02745703 0.11982287 0.1070795 0.02773994 -0.11085939
0.23663399 -0.07712537 0.18305512 -0.00482729]
[ 0.02223884 -0.11426564 0.21599039 -0.21618228 0.05192897 0.10520305
-0.00420701 -0.11283424 0.03823721 0.25530585]]
[[ 0.50566226]
[ 1.31015313]
[ 0.24907179]
[ 0.73813931]
[-2.35768203]
[-0.27914922]
[-1.44490301]
[ 0.02872628]
[ 0.57399732]
[ 0.78591109]]
Progress: 16.2% ... Training loss: 0.321 ... Validation loss: 0.520[[ 0.15872211 0.24108558 -0.1140594 0.10317061 -0.52528195 -0.06854165
-0.07900814 0.12404645 -0.08358658 0.19582818]
[ 0.0151905 0.17047523 -0.01990996 0.03955345 0.09784296 -0.00567796
0.29836422 0.04123665 0.13845208 -0.02872954]
[ 0.19271709 0.4097936 0.02910179 0.10093636 0.0799525 -0.05798483
-0.5033204 -0.03374936 0.09948428 0.34115643]
[-0.03242169 -0.32059487 -0.24544386 0.00657027 0.03938589 0.17072725
0.15552904 0.05539955 0.00661206 0.07673436]
[-0.00695618 0.17162419 -0.14926141 0.03448321 0.110329 -0.17649295
0.03515003 -0.1204393 -0.19403195 0.01883896]
[-0.34534912 -0.3054161 -0.28501565 0.15409916 0.13592284 0.04599098
0.0052819 -0.03510154 -0.00221353 0.03644818]
[-0.00504727 -0.15165691 0.00912008 0.09356567 -0.03811553 -0.07115977
0.1703935 -0.1893747 0.18203576 0.03533781]
[ 0.11346188 -0.21153852 0.03215512 -0.06894907 0.14825453 -0.04399388
0.05179356 0.12254689 0.06854792 -0.02120278]
[-0.16146189 -0.04779775 -0.30206462 -0.00971475 -0.05110047 0.0661627
-0.24417864 -0.02727298 0.26731685 -0.1099153 ]
[ 0.06920935 -0.21421929 0.0923718 0.03696871 0.11811903 -0.11038841
0.02060491 -0.09816288 0.00733998 0.14652083]
[-0.08291542 0.08678806 -0.00390485 -0.16509332 0.05893395 0.02727147
0.09047186 -0.10244318 -0.0287144 -0.13313141]
[-0.09216756 0.00462818 -0.06223591 0.01225708 0.28861898 0.09365326
-0.03725513 -0.01473292 -0.15117394 -0.18284293]
[-0.15567944 0.0070092 0.06258779 0.02363497 -0.17693923 -0.2204293
-0.18161004 -0.19691543 0.08865597 0.17625778]
[-0.21334388 -0.13914608 0.12111862 0.27506918 -0.13837097 -0.08480299
-0.12692063 -0.2548767 -0.20529534 0.01064238]
[ 0.11953538 -0.04087313 -0.01676896 0.12087316 -0.02347339 -0.08514673
0.10157374 0.00437871 0.03375538 0.02603164]
[ 0.03040256 -0.04958658 -0.21456923 0.13753341 -0.02847053 0.09169678
-0.07469827 -0.02031406 -0.10302802 -0.0133272 ]
[-0.12899902 -0.06566639 -0.20716528 0.14546153 0.00641799 0.13828926
0.02109816 -0.2504966 0.05914165 -0.21094992]
[-0.07128199 -0.03350498 0.27578201 0.09697623 0.1239612 -0.06149164
-0.12898897 0.12082001 0.06816244 0.03127207]
[ 0.0454279 -0.02631814 0.08391267 0.07917243 0.11374163 -0.01536911
0.26839209 0.12045108 -0.04393314 -0.07424951]
[ 0.0034272 -0.15765615 -0.29197669 -0.05308604 0.23849164 -0.08905256
0.181303 0.16428666 0.10325742 -0.03466512]
[ 0.04735969 -0.00107306 -0.12095165 0.0351839 -0.06432735 0.32754384
0.26117777 0.20534849 -0.17158048 -0.06439749]
[ 0.0142104 0.00484647 0.12630413 0.11931221 -0.05315702 0.10163529
-0.19074234 -0.0403015 0.21852947 0.09447885]
[ 0.10200479 0.06540093 -0.05181192 -0.11264358 -0.07766019 -0.32657742
0.12002967 0.00833538 0.13397783 0.08039478]
[-0.09522087 0.02575923 -0.01400353 0.02678343 -0.00338683 -0.20421816
-0.10091775 -0.01950019 0.01721295 0.13345684]
[-0.13197186 -0.02478095 -0.19156969 0.01294046 -0.30162508 -0.01029469
-0.05192935 -0.02258819 0.01641041 0.0816097 ]
[-0.01290462 -0.01254553 -0.06642414 -0.10442689 0.45830677 0.26816359
0.48260206 0.11434036 -0.16370178 -0.34651107]
[ 0.00442468 -0.2904886 -0.01956556 -0.04470192 0.57371304 0.09149337
0.43105018 0.09291931 0.05032411 -0.34735955]
[ 0.02460424 -0.3601088 -0.03646073 -0.0897509 0.6211935 0.01789307
0.41674785 0.04968393 -0.34838898 -0.19623894]
[-0.14090653 -0.48871257 0.0036966 -0.16623422 0.65354458 -0.10222132
0.51799699 -0.08042711 -0.03944819 0.11562677]
[-0.26689975 -0.30657139 0.06493945 -0.02177802 0.84301397 0.13394675
0.33060663 0.04922868 -0.06902462 -0.10899952]
[-0.15981213 -0.16703672 0.26972196 -0.18747646 0.49265615 -0.06270409
0.55053777 0.0162216 -0.21265966 0.02689612]
[-0.09918436 -0.13302956 -0.16690586 -0.06174152 0.36718091 -0.24281325
0.08730427 0.17142982 0.020432 -0.07856803]
[ 0.12783941 0.26741343 0.17142612 -0.06823185 -0.14705921 0.04219399
-0.18249336 0.28497412 0.09097513 0.19510915]
[ 0.33757525 0.27901728 -0.08917755 0.30222243 -0.87293332 -0.28308391
-0.43819492 0.17729132 0.36730571 -0.05804164]
[ 0.05701811 0.1697508 0.25722518 0.26576986 -0.10182283 -0.20001385
-0.20465942 -0.13203613 -0.12855405 -0.27157019]
[ 0.03323478 -0.02514451 -0.11345619 -0.0400975 0.21087276 0.03727872
-0.03357288 -0.18355183 0.04555527 0.22289673]
[-0.00900093 -0.07767331 -0.07087179 -0.06459503 0.03096553 -0.17005927
0.11514907 0.00968099 0.02733039 -0.0049143 ]
[ 0.02414508 0.05221706 0.24315862 0.06811555 -0.20796821 -0.1315192
0.13005591 0.03965391 -0.19075833 0.10534546]
[ 0.04873566 -0.02984189 0.0976509 -0.02521609 -0.13582163 0.08172354
0.1317634 -0.2718044 -0.04220946 -0.12070891]
[-0.02994857 0.03611669 0.07620614 -0.05613706 0.0501063 0.19091557
0.15149721 0.11754845 -0.04113468 0.1505726 ]
[ 0.21120781 0.03487012 0.02432674 0.06770515 0.09982977 -0.01693088
-0.12805961 0.14773716 -0.06495194 -0.03133684]
[ 0.01816116 -0.0808033 0.00565903 0.00672819 -0.30135297 -0.1112995
-0.14145483 0.0397798 0.09434817 0.16281966]
[-0.00358309 0.46967168 0.09774242 0.34630518 -0.89766076 -0.28595667
-0.55608268 -0.07581751 0.23193187 0.27319409]
[ 0.15186087 0.48016177 0.04846562 0.37571904 -0.71384931 -0.06921157
-0.40018817 0.14899175 0.16763696 0.45536542]
[ 0.25045479 0.27304479 0.24039613 0.12642976 -0.34745882 0.08713939
-0.18122284 0.16211193 0.22401933 0.06067947]
[-0.07896945 0.20023332 0.23902419 0.00690522 -0.00829157 0.134224
-0.07996014 -0.0154013 -0.0406915 0.04281364]
[-0.09786665 -0.00864018 0.02486475 0.0912187 -0.04681794 0.11688505
0.26011499 0.02031346 -0.27640497 -0.09467335]
[-0.21439977 -0.00474027 -0.09067097 -0.33754508 0.15906201 0.11781222
0.08643515 0.10393261 -0.20261685 0.03906101]
[ 0.02754627 -0.31913834 -0.11877879 -0.13756901 0.29669452 0.01813699
0.1202911 0.15381239 -0.14618528 -0.19447889]
[ 0.15294298 -0.13187117 -0.13639447 0.0032715 0.1229554 -0.06352153
-0.03450377 -0.14819192 0.13732305 -0.09645859]
[-0.12413121 0.15039954 0.25524314 -0.03149899 0.18350484 0.09182489
-0.00942699 -0.29896151 -0.1297211 -0.06695087]
[-0.34992879 0.104305 0.01126903 -0.028298 0.1248741 -0.16948931
-0.05027878 0.23523865 -0.09317096 0.08126582]
[ 0.14608283 0.10806542 -0.24082058 -0.09908921 0.12464795 -0.28928349
0.01270681 -0.16802656 -0.00915947 -0.19399317]
[ 0.20645159 -0.14758865 0.05873451 -0.03075898 0.07280622 -0.02842916
-0.0067558 -0.13716027 0.10413437 -0.18571698]
[-0.10579819 -0.02806588 0.11978182 0.10689508 0.029049 -0.11075192
0.23719654 -0.0771311 0.18287559 -0.00501718]
[ 0.02256901 -0.11420494 0.21618275 -0.21569234 0.04965851 0.10504335
-0.00481428 -0.11282146 0.03862081 0.25590225]]
[[ 0.5006971 ]
[ 1.30715698]
[ 0.24604488]
[ 0.73491042]
[-2.361615 ]
[-0.28114417]
[-1.44750318]
[ 0.02460416]
[ 0.57022545]
[ 0.78214298]]
Progress: 16.3% ... Training loss: 0.322 ... Validation loss: 0.522[[ 0.15773041 0.23692109 -0.11447022 0.10176184 -0.51951352 -0.06786548
-0.0747135 0.12401057 -0.08453417 0.19412235]
[ 0.01496713 0.16969719 -0.02002546 0.03923659 0.09889234 -0.00552786
0.29910527 0.04122675 0.13820139 -0.02912862]
[ 0.1935358 0.41113558 0.02958823 0.10207103 0.07614746 -0.05830063
-0.5052627 -0.03369833 0.10073554 0.34247144]
[-0.03086021 -0.31647003 -0.24464318 0.00909676 0.03145783 0.16992056
0.1506895 0.05545907 0.00848568 0.07984067]
[-0.00824122 0.16744218 -0.1497383 0.03272443 0.11692925 -0.17577435
0.0394889 -0.12048684 -0.19539786 0.01655341]
[-0.34669164 -0.30918121 -0.28568082 0.15220311 0.14221691 0.04668697
0.00962593 -0.03516242 -0.00366886 0.03425208]
[-0.00600859 -0.15444742 0.00867614 0.09223221 -0.03346447 -0.0706019
0.17336495 -0.18942086 0.18096258 0.03385974]
[ 0.11406827 -0.21132664 0.03249512 -0.06812312 0.14575636 -0.04421487
0.05120442 0.1225837 0.06937853 -0.02044034]
[-0.16187617 -0.04882031 -0.30228147 -0.01029896 -0.04931638 0.06634261
-0.24304956 -0.02729056 0.26701428 -0.11051215]
[ 0.06793 -0.21894665 0.09175342 0.03503291 0.12487924 -0.10960446
0.02591428 -0.09821464 0.00605987 0.14425618]
[-0.08346144 0.08528632 -0.0041989 -0.16584772 0.06100456 0.02753963
0.09195409 -0.102467 -0.02915794 -0.13394584]
[-0.09245393 0.00349096 -0.06230943 0.0119595 0.29001923 0.09381394
-0.03619132 -0.01474515 -0.15145075 -0.18327243]
[-0.15567944 0.0070092 0.06258779 0.02363497 -0.17693923 -0.2204293
-0.18161004 -0.19691543 0.08865597 0.17625778]
[-0.21392368 -0.14090861 0.12078563 0.27412058 -0.13531855 -0.08444029
-0.12498805 -0.25490722 -0.20601635 0.00958684]
[ 0.11963216 -0.0409134 -0.01671207 0.12106888 -0.02380377 -0.08524278
0.10161807 0.00438609 0.03393794 0.02614483]
[ 0.02938266 -0.05186124 -0.21503731 0.13615054 -0.02413307 0.09221833
-0.07189899 -0.02035968 -0.10412918 -0.01482817]
[-0.12889908 -0.06570659 -0.20707788 0.14572486 0.00602152 0.13823854
0.02106722 -0.25049 0.05928796 -0.21076749]
[-0.07153866 -0.03422049 0.27565551 0.0966011 0.12519733 -0.06134582
-0.12821023 0.1208075 0.06788662 0.03088662]
[ 0.0449224 -0.028481 0.08363726 0.07825966 0.11645741 -0.01494134
0.27029971 0.12042451 -0.04457132 -0.0752124 ]
[ 0.00358848 -0.15729236 -0.291873 -0.0527773 0.23747102 -0.08915177
0.18079831 0.16429715 0.10349322 -0.03438919]
[ 0.0473353 -0.00161561 -0.12092232 0.03516612 -0.06391221 0.32754994
0.26187635 0.20535318 -0.1714606 -0.06446356]
[ 0.01446239 0.00555204 0.12640328 0.11969662 -0.0542598 0.10149647
-0.19134933 -0.04028719 0.21895603 0.09493688]
[ 0.10202487 0.06533083 -0.05179883 -0.11261902 -0.07783666 -0.32658633
0.12003019 0.00833572 0.13400052 0.08041262]
[-0.09552276 0.02508362 -0.01416299 0.02633799 -0.00213349 -0.20410537
-0.10023809 -0.01951422 0.01686706 0.1329514 ]
[-0.13202553 -0.02493236 -0.19158275 0.01285851 -0.30137756 -0.01026491
-0.05177259 -0.02259058 0.01635819 0.08153006]
[-0.01298267 -0.0128646 -0.06646875 -0.10456038 0.45877613 0.26820907
0.48304816 0.11433578 -0.16381097 -0.34670081]
[ 0.0043425 -0.29074978 -0.01960948 -0.04481447 0.57404251 0.09154322
0.43128698 0.09291539 0.05025244 -0.3474949 ]
[ 0.02424406 -0.36120736 -0.03662143 -0.09024029 0.62278522 0.01807488
0.41789431 0.04966769 -0.34875878 -0.1967725 ]
[-0.14133658 -0.48975974 0.00347547 -0.16688944 0.65554804 -0.10198839
0.51919397 -0.08044845 -0.03994042 0.11495493]
[-0.26644813 -0.30585553 0.06517242 -0.0210271 0.84111235 0.13368986
0.32957504 0.04925314 -0.06844867 -0.1082343 ]
[-0.16021387 -0.16807707 0.26951531 -0.18810198 0.49457886 -0.06247642
0.55167101 0.01620113 -0.21314387 0.02624221]
[-0.09921062 -0.13310762 -0.16691926 -0.06178119 0.36735908 -0.242791
0.08740205 0.17142808 0.02040045 -0.0785628 ]
[ 0.1281017 0.26798037 0.17155463 -0.06785632 -0.14817217 0.04205171
-0.18318847 0.28498696 0.09124184 0.19550776]
[ 0.33722125 0.27829078 -0.08938523 0.30167565 -0.87129005 -0.28287504
-0.43694225 0.17727426 0.3669575 -0.058514 ]
[ 0.05702665 0.16975064 0.25722709 0.26577672 -0.10186101 -0.20001843
-0.20468319 -0.13203591 -0.12855619 -0.2715639 ]
[ 0.03270636 -0.02653256 -0.11373801 -0.04092879 0.2135843 0.03759873
-0.03196499 -0.18357864 0.04491401 0.22202779]
[-0.00892634 -0.07753608 -0.07084656 -0.06453233 0.03066525 -0.17009598
0.11493414 0.00968409 0.02739592 -0.00482405]
[ 0.02378558 0.05132828 0.24298683 0.06758026 -0.20626788 -0.13133981
0.13108852 0.03963647 -0.19114977 0.10477476]
[ 0.04862035 -0.03015508 0.09759532 -0.02540082 -0.13524481 0.08179429
0.13209485 -0.27181051 -0.04234971 -0.12090338]
[-0.0302721 0.03536416 0.07604892 -0.05662661 0.05157633 0.19109565
0.15241648 0.11753222 -0.04151484 0.15011281]
[ 0.21138252 0.03521149 0.02444408 0.06799731 0.09881059 -0.01699823
-0.12855824 0.1477466 -0.06472963 -0.03105052]
[ 0.01847313 -0.08006602 0.0058099 0.0072066 -0.30288052 -0.11147545
-0.14225519 0.0397957 0.09470356 0.16324262]
[-0.0033278 0.46952358 0.09792061 0.34681913 -0.89888283 -0.28611632
-0.55628844 -0.07579079 0.23254835 0.27347483]
[ 0.1515192 0.47927023 0.04834499 0.37528097 -0.71238365 -0.06902017
-0.39922449 0.14897586 0.16725015 0.45483326]
[ 0.25063367 0.27345661 0.24047756 0.12668837 -0.34831174 0.08703852
-0.1816704 0.16212055 0.22422174 0.06093963]
[-0.07888824 0.20044523 0.23908685 0.00705173 -0.00879197 0.13416938
-0.08018942 -0.01539639 -0.04057876 0.04294015]
[-0.09818939 -0.00948801 0.02470648 0.0907807 -0.0453175 0.11705417
0.26105989 0.0202986 -0.27673867 -0.09518996]
[-0.21450736 -0.00517099 -0.09074887 -0.33776021 0.15976651 0.11789099
0.08684817 0.10392573 -0.20274224 0.03883696]
[ 0.02746661 -0.31939526 -0.11882255 -0.13770775 0.29713332 0.01819035
0.12057066 0.15380793 -0.14629522 -0.19460625]
[ 0.15179429 -0.13466315 -0.13689309 0.00173641 0.12783135 -0.06293504
-0.03140095 -0.1482445 0.13609007 -0.0982239 ]
[-0.12573431 0.14615166 0.25441995 -0.03395464 0.19101965 0.09276109
-0.00478006 -0.2990408 -0.13158932 -0.06955973]
[-0.3496882 0.10384713 0.01136819 -0.02805634 0.12413309 -0.16949589
-0.05022734 0.23524935 -0.09286665 0.08145421]
[ 0.14689629 0.11003912 -0.24041905 -0.09783032 0.12138029 -0.28973772
0.01068001 -0.16798286 -0.00820844 -0.19265974]
[ 0.20576092 -0.14936523 0.05844105 -0.03168272 0.07634969 -0.02812938
-0.00437018 -0.13718485 0.10346215 -0.18680611]
[-0.10568413 -0.02796037 0.11984519 0.10710707 0.02818366 -0.1108387
0.23697717 -0.07712496 0.18315384 -0.00486002]
[ 0.02273161 -0.11437617 0.216248 -0.21547816 0.04882936 0.10498126
-0.00489951 -0.11281336 0.03886019 0.256178 ]]
[[ 0.49399271]
[ 1.30024139]
[ 0.23776887]
[ 0.72578619]
[-2.37068725]
[-0.28859327]
[-1.45753394]
[ 0.01925861]
[ 0.56411954]
[ 0.77467145]]
Progress: 16.4% ... Training loss: 0.327 ... Validation loss: 0.529[[ 0.15827523 0.23743174 -0.11425433 0.10224768 -0.52096591 -0.06809111
-0.07534349 0.12403039 -0.08396804 0.19449377]
[ 0.01451079 0.16854434 -0.02024058 0.03859283 0.10086566 -0.00526837
0.30039076 0.04120892 0.13776005 -0.0298237 ]
[ 0.1939393 0.4123515 0.02967412 0.10218845 0.07531249 -0.05838001
-0.50647084 -0.03368577 0.1010054 0.34260948]
[-0.03175955 -0.31896954 -0.24504287 0.00804795 0.03531945 0.17030496
0.15380244 0.0554235 0.00750149 0.07861928]
[-0.00955774 0.16482155 -0.15028189 0.03089166 0.12231913 -0.17498984
0.04198772 -0.12053719 -0.19680077 0.01496651]
[-0.34605138 -0.30777426 -0.28534416 0.15322412 0.13918093 0.04628514
0.00799775 -0.03513483 -0.00286117 0.03531868]
[-0.00348678 -0.14944925 0.0098303 0.09576472 -0.04395758 -0.07197427
0.16728413 -0.18932223 0.1838178 0.03738092]
[ 0.11373209 -0.21212102 0.03231131 -0.06865131 0.14734728 -0.04402656
0.05208787 0.1225706 0.06897145 -0.02087584]
[-0.16160866 -0.04836355 -0.30213329 -0.00984862 -0.05023455 0.06622346
-0.24353555 -0.02727973 0.26735328 -0.11010964]
[ 0.07020867 -0.21412197 0.09281422 0.03816451 0.11513004 -0.1108305
0.02027181 -0.098125 0.00872198 0.1474755 ]
[-0.08253219 0.08692527 -0.00374716 -0.16439799 0.05702937 0.02700515
0.08979949 -0.10242967 -0.02812967 -0.13247199]
[-0.09256844 0.00309483 -0.0623668 0.01185384 0.29088727 0.09386941
-0.03570578 -0.01474816 -0.15154631 -0.18341082]
[-0.15567944 0.0070092 0.06258779 0.02363497 -0.17693923 -0.2204293
-0.18161004 -0.19691543 0.08865597 0.17625778]
[-0.21383616 -0.14067183 0.12084127 0.27427728 -0.13584792 -0.08449742
-0.12529719 -0.25490301 -0.20589793 0.00975435]
[ 0.12044141 -0.03913132 -0.01632644 0.12227252 -0.02752262 -0.08571872
0.09959547 0.0044187 0.03488258 0.02737304]
[ 0.02939549 -0.05198616 -0.21500796 0.13622343 -0.02418436 0.09218632
-0.07183679 -0.02035786 -0.10406438 -0.01473163]
[-0.12799607 -0.06396233 -0.20666544 0.14703994 0.00205187 0.13773838
0.01884148 -0.25045531 0.0603134 -0.20938358]
[-0.07088258 -0.03291772 0.27592582 0.09741806 0.12303166 -0.06169602
-0.1294238 0.12083137 0.0685429 0.03162968]
[ 0.04574517 -0.02672904 0.08403541 0.0794753 0.11264222 -0.01538303
0.26785578 0.12045915 -0.04354483 -0.07401102]
[ 0.00363759 -0.1572069 -0.29186236 -0.05273442 0.23735373 -0.08917057
0.1806177 0.1642985 0.10352969 -0.03429168]
[ 0.04706069 -0.0022722 -0.12105005 0.03474778 -0.06277855 0.32769378
0.26261471 0.20534306 -0.17177299 -0.06487912]
[ 0.0140528 0.00453442 0.12620637 0.1190712 -0.05218346 0.10173277
-0.18995626 -0.040303 0.21845412 0.09431566]
[ 0.10233105 0.06597796 -0.05164992 -0.11216277 -0.07898606 -0.32672528
0.11921901 0.00834717 0.13430539 0.08087183]
[-0.09557468 0.02488613 -0.01418146 0.02630006 -0.00187927 -0.20406894
-0.09997276 -0.01951582 0.01689335 0.13289984]
[-0.13184275 -0.02441865 -0.19149553 0.01313582 -0.30218143 -0.01037165
-0.05233632 -0.02258372 0.01656362 0.08179585]
[-0.01300151 -0.01300528 -0.06648656 -0.10460373 0.45897993 0.26822988
0.48322854 0.11433452 -0.16383692 -0.34676553]
[ 0.00441899 -0.29063742 -0.01956468 -0.04466729 0.57361994 0.09148847
0.43111954 0.09291901 0.05036871 -0.34735738]
[ 0.02439305 -0.36096559 -0.03655551 -0.09001994 0.62212773 0.01799196
0.41757601 0.04967325 -0.34858775 -0.19656657]
[-0.14144595 -0.4901082 0.00342958 -0.16704475 0.65612591 -0.10192765
0.51962532 -0.08045257 -0.04003287 0.11481768]
[-0.266425 -0.30602431 0.06520038 -0.02093395 0.84128425 0.13365161
0.3296727 0.04925558 -0.06837932 -0.10815288]
[-0.16051717 -0.1688393 0.26937649 -0.18854013 0.49593995 -0.06229847
0.55251615 0.01618928 -0.21348952 0.02581254]
[-0.09907099 -0.13274505 -0.1668453 -0.06152802 0.36660553 -0.24288717
0.08696085 0.1714348 0.02058711 -0.07830174]
[ 0.12739033 0.26609582 0.17122806 -0.06889362 -0.14479669 0.04246946
-0.18108165 0.28495903 0.09044082 0.19446373]
[ 0.33700752 0.27755299 -0.08948778 0.30133887 -0.87055253 -0.28275092
-0.43624561 0.17726504 0.36671939 -0.05885013]
[ 0.05700156 0.16966668 0.25722832 0.26573359 -0.10170612 -0.20000295
-0.20461721 -0.13203734 -0.12859009 -0.27162227]
[ 0.03276828 -0.02640211 -0.11371526 -0.0408413 0.21324189 0.03756633
-0.03217439 -0.18357692 0.04496263 0.22216004]
[-0.00844802 -0.07631757 -0.07064718 -0.06385202 0.02849577 -0.17036789
0.11351844 0.0097018 0.02789201 -0.00408537]
[ 0.02359998 0.05087044 0.24290356 0.06731365 -0.20536 -0.1312408
0.13162934 0.03962955 -0.19134588 0.10452194]
[ 0.0491568 -0.02880753 0.09784448 -0.02458276 -0.13777443 0.08147356
0.13056269 -0.27178967 -0.0417241 -0.120094 ]
[-0.03004764 0.03598334 0.07615765 -0.05629257 0.0505162 0.19095945
0.15175363 0.11754083 -0.0412541 0.15047924]
[ 0.21153733 0.03558421 0.02451411 0.06825431 0.09783183 -0.01708581
-0.12910315 0.14775386 -0.06452014 -0.03083486]
[ 0.01846576 -0.08005936 0.0058084 0.00719228 -0.3028594 -0.11146866
-0.14226184 0.03979537 0.09469915 0.16323253]
[-0.001252 0.47416576 0.09888315 0.34968727 -0.90710484 -0.28718619
-0.56141521 -0.07570987 0.23477593 0.27644919]
[ 0.15190525 0.48011369 0.0485259 0.3757713 -0.71395283 -0.06923418
-0.40005238 0.14899085 0.16773972 0.45517252]
[ 0.25100517 0.27433302 0.24065639 0.127248 -0.35003843 0.08681692
-0.18274414 0.16213593 0.2246565 0.06154825]
[-0.07895909 0.20027244 0.2390636 0.00696948 -0.00852379 0.13420448
-0.08002696 -0.01539836 -0.04063929 0.04284768]
[-0.09798914 -0.0089323 0.02479248 0.09109126 -0.04623506 0.11693242
0.26046642 0.02030759 -0.27650753 -0.09485921]
[-0.21442773 -0.00497853 -0.0907181 -0.33764033 0.15938257 0.11784238
0.08660893 0.1039287 -0.20264984 0.03897547]
[ 0.02724815 -0.32009267 -0.11893071 -0.13805419 0.29823058 0.01832428
0.12129158 0.1537992 -0.1465616 -0.19496576]
[ 0.1521783 -0.1340724 -0.13671352 0.00227538 0.12623499 -0.0631344
-0.03226544 -0.14823073 0.13650097 -0.09768631]
[-0.12508236 0.14775919 0.25474381 -0.0329767 0.1882373 0.09238019
-0.00652836 -0.29901479 -0.13084369 -0.06853762]
[-0.34844227 0.10679375 0.01195202 -0.02626952 0.11895529 -0.17022433
-0.05307762 0.23530085 -0.09147692 0.08319557]
[ 0.14729511 0.11087005 -0.24024363 -0.09724989 0.11970447 -0.28997649
0.00963812 -0.16796697 -0.00774291 -0.19206242]
[ 0.20510388 -0.15101987 0.05812995 -0.03263059 0.07941825 -0.02775622
-0.00247921 -0.13721084 0.10280469 -0.18782792]
[-0.10435163 -0.02524385 0.12048155 0.10897944 0.02286688 -0.11151446
0.23351188 -0.07707198 0.18463949 -0.00285552]
[ 0.02246885 -0.11534636 0.21611523 -0.21581115 0.04945356 0.10512629
-0.00413177 -0.11282357 0.03861502 0.25585171]]
[[ 0.50574457]
[ 1.31468369]
[ 0.25210476]
[ 0.74240316]
[-2.36065559]
[-0.27814482]
[-1.44527664]
[ 0.03017652]
[ 0.58000596]
[ 0.7894684 ]]
Progress: 16.4% ... Training loss: 0.321 ... Validation loss: 0.519[[ 1.56163221e-01 2.32280572e-01 -1.15319631e-01 9.91753159e-02
-5.11289988e-01 -6.69422656e-02 -6.92021205e-02 1.23901397e-01
-8.63484078e-02 1.91254318e-01]
[ 1.49292438e-02 1.69616198e-01 -2.00225589e-02 3.92272223e-02
9.88642238e-02 -5.50597760e-03 2.99237238e-01 4.12337293e-02
1.38233087e-01 -2.91636448e-02]
[ 1.91272565e-01 4.05958135e-01 2.82794625e-02 9.79490345e-02
8.75831302e-02 -5.68287099e-02 -4.99533018e-01 -3.38567441e-02
9.78059281e-02 3.38400768e-01]
[ -2.92805808e-02 -3.13155521e-01 -2.43792081e-01 1.16714907e-02
2.44574074e-02 1.69060693e-01 1.47140764e-01 5.55636113e-02
1.03380989e-02 8.24872594e-02]
[ -8.85142450e-03 1.66471716e-01 -1.49919380e-01 3.21084612e-02
1.18530401e-01 -1.75397673e-01 3.97513987e-02 -1.20488250e-01
-1.95950354e-01 1.62380940e-02]
[ -3.46610295e-01 -3.09323965e-01 -2.85615988e-01 1.52559596e-01
1.41576064e-01 4.65367577e-02 9.72867601e-03 -3.51649324e-02
-3.43267936e-03 3.45040227e-02]
[ -3.90673481e-03 -1.50394232e-01 9.61972436e-03 9.51923973e-02
-4.22258399e-02 -7.17650836e-02 1.68395972e-01 -1.89347044e-01
1.83317592e-01 3.68400805e-02]
[ 1.12450232e-01 -2.15306783e-01 3.16611935e-02 -7.05776969e-02
1.53025550e-01 -4.33272642e-02 5.56732258e-02 1.22490774e-01
6.75293357e-02 -2.28899798e-02]
[ -1.61832596e-01 -4.90394736e-02 -3.02247808e-01 -1.02233892e-02
-4.89535981e-02 6.63766972e-02 -2.42768707e-01 -2.72954571e-02
2.67056632e-01 -1.10482732e-01]
[ 6.80090814e-02 -2.19511914e-01 9.17273719e-02 3.50018524e-02
1.24644038e-01 -1.09685803e-01 2.64356237e-02 -9.82549758e-02
6.25552756e-03 1.44151389e-01]
[ -8.25678347e-02 8.66501898e-02 -3.77189503e-03 -1.64423243e-01
5.73855892e-02 2.70381323e-02 9.01304156e-02 -1.02435206e-01
-2.81768172e-02 -1.32501699e-01]
[ -9.28178798e-02 2.40349423e-03 -6.25022391e-02 1.15037510e-02
2.92103149e-01 9.40050740e-02 -3.50055509e-02 -1.47631230e-02
-1.51843182e-01 -1.83799722e-01]
[ -1.55679437e-01 7.00919628e-03 6.25877936e-02 2.36349664e-02
-1.76939229e-01 -2.20429302e-01 -1.81610044e-01 -1.96915431e-01
8.86559710e-02 1.76257777e-01]
[ -2.14334688e-01 -1.41933584e-01 1.20617445e-01 2.73655939e-01
-1.33713065e-01 -8.42708678e-02 -1.23813372e-01 -2.54929963e-01
-2.06392360e-01 9.04661360e-03]
[ 1.20152814e-01 -3.98202512e-02 -1.64667253e-02 1.21896288e-01
-2.63081459e-02 -8.55754010e-02 1.00419202e-01 4.40209760e-03
3.45584581e-02 2.69389514e-02]
[ 2.93778551e-02 -5.22314173e-02 -2.15039171e-01 1.36180689e-01
-2.39114164e-02 9.22037978e-02 -7.16588225e-02 -2.03594882e-02
-1.04112518e-01 -1.47943092e-02]
[ -1.27580547e-01 -6.28744975e-02 -2.06468025e-01 1.47650137e-01
1.07221322e-04 1.37500887e-01 1.77194141e-02 -2.50430486e-01
6.07930773e-02 -2.08730058e-01]
[ -7.14859368e-02 -3.42616442e-02 2.75641447e-01 9.65855871e-02
1.25631488e-01 -6.13908961e-02 -1.27862283e-01 1.20796636e-01
6.78490888e-02 3.08006824e-02]
[ 4.55321803e-02 -2.72914431e-02 8.39428264e-02 7.92117816e-02
1.13329259e-01 -1.52696495e-02 2.68407072e-01 1.20448064e-01
-4.37566017e-02 -7.42690944e-02]
[ 3.18441445e-03 -1.58483625e-01 -2.92118512e-01 -5.34938412e-02
2.39409286e-01 -8.89078576e-02 1.81876635e-01 1.64268213e-01
1.02976396e-01 -3.50977800e-02]
[ 4.70103313e-02 -2.17794964e-03 -1.21045408e-01 3.47474276e-02
-6.27387053e-02 3.27707111e-01 2.62612336e-01 2.05341292e-01
-1.71791494e-01 -6.48740944e-02]
[ 1.32241528e-02 2.33357757e-03 1.25760653e-01 1.17771397e-01
-4.81020863e-02 1.02206338e-01 -1.87482393e-01 -4.03564773e-02
2.17491644e-01 9.29561873e-02]
[ 1.02425303e-01 6.61771342e-02 -5.16014006e-02 -1.12033949e-01
-7.93193775e-02 -3.26758704e-01 1.19021412e-01 8.35164349e-03
1.34382996e-01 8.10183003e-02]
[ -9.56232823e-02 2.46767803e-02 -1.42072344e-02 2.62131704e-02
-1.60552697e-03 -2.04039423e-01 -9.97931621e-02 -1.95190545e-02
1.68286382e-02 1.32806250e-01]
[ -1.31835309e-01 -2.43671019e-02 -1.91493208e-01 1.31415814e-02
-3.02177025e-01 -1.03723806e-02 -5.23300414e-02 -2.25837015e-02
1.65671211e-02 8.17988504e-02]
[ -1.32510998e-02 -1.36732711e-02 -6.66210712e-02 -1.05002720e-01
4.60125994e-01 2.68372922e-01 4.83990199e-01 1.14318608e-01
-1.64146696e-01 -3.47186347e-01]
[ 3.75420039e-03 -2.92416155e-01 -1.99120774e-02 -4.57020909e-02
5.76855798e-01 9.18622710e-02 4.33109824e-01 9.28768457e-02
4.96210069e-02 -3.48462021e-01]
[ 2.43288069e-02 -3.61224631e-01 -3.65959964e-02 -9.01201486e-02
6.22519631e-01 1.80331201e-02 4.17793746e-01 4.96696652e-02
-3.48673287e-01 -1.96669274e-01]
[ -1.41581493e-01 -4.90450573e-01 3.35770384e-03 -1.67259439e-01
6.56760324e-01 -1.01847294e-01 5.20012464e-01 -8.04612837e-02
-4.01996730e-02 1.14600641e-01]
[ -2.66465892e-01 -3.06232533e-01 6.51817859e-02 -2.09830320e-02
8.41350126e-01 1.33675395e-01 3.29907541e-01 4.92534670e-02
-6.84091325e-02 -1.08195510e-01]
[ -1.60646173e-01 -1.69172977e-01 2.69318195e-01 -1.88727389e-01
4.96444160e-01 -6.22327788e-02 5.52862703e-01 1.61817638e-02
-2.13637233e-01 2.56230556e-02]
[ -9.92988571e-02 -1.33353557e-01 -1.66955405e-01 -6.18522923e-02
3.67640816e-01 -2.42768124e-01 8.76046059e-02 1.71421743e-01
2.03388804e-02 -7.86328664e-02]
[ 1.28622952e-01 2.69489468e-01 1.71867009e-01 -6.69666872e-02
-1.50706866e-01 4.17641438e-02 -1.84766282e-01 2.85034399e-01
9.19192434e-02 1.96449487e-01]
[ 3.36994702e-01 2.77521964e-01 -8.94946473e-02 3.01321119e-01
-8.70497569e-01 -2.82744081e-01 -4.36207846e-01 1.77264236e-01
3.66703621e-01 -5.88706364e-02]
[ 5.68823927e-02 1.69376888e-01 2.57168142e-01 2.65568358e-01
-1.01208518e-01 -1.99908430e-01 -2.04295748e-01 -1.32045477e-01
-1.28729902e-01 -2.71772604e-01]
[ 3.28885463e-02 -2.61991255e-02 -1.13670776e-01 -4.06610774e-02
2.12592631e-01 3.74888873e-02 -3.24910278e-02 -1.83571389e-01
4.51133937e-02 2.22345178e-01]
[ -8.29425441e-03 -7.59257233e-02 -7.05697179e-02 -6.36419666e-02
2.77645484e-02 -1.70435998e-01 1.13050995e-01 9.70897549e-03
2.80852011e-02 -3.84161128e-03]
[ 2.30864244e-02 4.94980810e-02 2.42644934e-01 6.65511684e-02
-2.02877422e-01 -1.30968922e-01 1.33132953e-01 3.95976323e-02
-1.91965508e-01 1.03777826e-01]
[ 4.91161949e-02 -2.88811074e-02 9.78186076e-02 -2.46411713e-02
-1.37629895e-01 8.14927394e-02 1.30693839e-01 -2.71792746e-01
-4.17706502e-02 -1.20188620e-01]
[ -3.05838204e-02 3.47303803e-02 7.58922950e-02 -5.70736170e-02
5.30636940e-02 1.91239994e-01 1.53219576e-01 1.17509425e-01
-4.18499390e-02 1.49659902e-01]
[ 2.11151652e-01 3.46578550e-02 2.43105981e-02 6.76710940e-02
9.95039116e-02 -1.68844684e-02 -1.28084347e-01 1.47731911e-01
-6.49685564e-02 -3.14557739e-02]
[ 1.85254374e-02 -7.99777738e-02 5.83298351e-03 7.26388583e-03
-3.03096965e-01 -1.11500527e-01 -1.42380625e-01 3.97979707e-02
9.47385049e-02 1.63309966e-01]
[ -1.10799742e-03 4.74516856e-01 9.89712155e-02 3.49938602e-01
-9.07814224e-01 -2.87276419e-01 -5.61810062e-01 -7.56997321e-02
2.34948255e-01 2.76723662e-01]
[ 1.51753419e-01 4.79824367e-01 4.84647543e-02 3.75592016e-01
-7.13357172e-01 -6.91652558e-02 -3.99655703e-01 1.48983310e-01
1.67581755e-01 4.54920601e-01]
[ 2.51196518e-01 2.74864883e-01 2.40744953e-01 1.27540219e-01
-3.50994747e-01 8.67046091e-02 -1.83310824e-01 1.62148094e-01
2.24864954e-01 6.18651004e-02]
[ -7.91023186e-02 1.99889447e-01 2.38996620e-01 6.76271663e-03
-7.85731877e-03 1.34282828e-01 -7.96353811e-02 -1.54064122e-02
-4.07996375e-02 4.26464918e-02]
[ -9.82111096e-02 -9.51699605e-03 2.46842208e-02 9.07777726e-02
-4.52195284e-02 1.17050196e-01 2.61102955e-01 2.02948337e-02
-2.76760057e-01 -9.51845373e-02]
[ -2.14599620e-01 -5.36926748e-03 -9.07928767e-02 -3.37854670e-01
1.60072403e-01 1.17929409e-01 8.71072953e-02 1.03919291e-01
-2.02837797e-01 3.87270734e-02]
[ 2.66706304e-02 -3.21609690e-01 -1.19226993e-01 -1.38933221e-01
3.01130265e-01 1.86496275e-02 1.23051720e-01 1.53763850e-01
-1.47254192e-01 -1.95906795e-01]
[ 1.52729351e-01 -1.32529516e-01 -1.36411202e-01 3.21222050e-03
1.23292996e-01 -6.34580161e-02 -3.38360844e-02 -1.48195290e-01
1.37217465e-01 -9.67498266e-02]
[ -1.24829186e-01 1.48446086e-01 2.54883392e-01 -3.25754074e-02
1.86986337e-01 9.22281058e-02 -7.17413472e-03 -2.98998353e-01
-1.30553961e-01 -6.81255832e-02]
[ -3.49844479e-01 1.03363768e-01 1.12486898e-02 -2.83831095e-02
1.25574826e-01 -1.69462995e-01 -4.91575524e-02 2.35215195e-01
-9.31159592e-02 8.10379583e-02]
[ 1.46435576e-01 1.08447376e-01 -2.40723653e-01 -9.86272245e-02
1.24011031e-01 -2.89473514e-01 1.22360518e-02 -1.68021125e-01
-8.81472431e-03 -1.93503099e-01]
[ 2.04351274e-01 -1.52771003e-01 5.77394631e-02 -3.37362354e-02
8.27014239e-02 -2.73454304e-02 -5.06752698e-04 -1.37258043e-01
1.01951130e-01 -1.89027942e-01]
[ -1.04873596e-01 -2.65579200e-02 1.20242429e-01 1.08300221e-01
2.50651586e-02 -1.11258731e-01 2.34980254e-01 -7.71014277e-02
1.84073192e-01 -3.57767001e-03]
[ 2.27162743e-02 -1.15014654e-01 2.16239270e-01 -2.15411506e-01
4.83250627e-02 1.04984493e-01 -4.67920392e-03 -1.12809453e-01
3.89290340e-02 2.56280920e-01]]
[[ 0.49510015]
[ 1.30402166]
[ 0.24109864]
[ 0.73125368]
[-2.37242519]
[-0.28516262]
[-1.45332359]
[ 0.01970432]
[ 0.57035842]
[ 0.77820654]]
Progress: 16.4% ... Training loss: 0.325 ... Validation loss: 0.529[[ 1.57241530e-01 2.34601074e-01 -1.14816213e-01 1.00829592e-01
-5.15924009e-01 -6.75696210e-02 -7.21163292e-02 1.23946519e-01
-8.50071342e-02 1.92777548e-01]
[ 1.45780624e-02 1.68624640e-01 -2.02043617e-02 3.86848570e-02
1.00466365e-01 -5.28968849e-03 3.00275981e-01 4.12191618e-02
1.37797744e-01 -2.96855602e-02]
[ 1.93046808e-01 4.12244747e-01 2.90659507e-02 1.00262147e-01
7.93424467e-02 -5.77512989e-02 -5.06290921e-01 -3.37898024e-02
9.98999261e-02 3.40754064e-01]
[ -2.73828584e-02 -3.08968109e-01 -2.42911803e-01 1.43954316e-02
1.64340165e-02 1.67989429e-01 1.42283961e-01 5.56392457e-02
1.23302161e-02 8.55874180e-02]
[ -9.92503363e-03 1.63814646e-01 -1.50298484e-01 3.07291110e-02
1.22382380e-01 -1.74871897e-01 4.28903493e-02 -1.20529057e-01
-1.96842668e-01 1.46247695e-02]
[ -3.46713426e-01 -3.10586199e-01 -2.85672043e-01 1.52656407e-01
1.41478418e-01 4.65226871e-02 1.09288379e-02 -3.51642503e-02
-3.46297333e-03 3.44264732e-02]
[ -3.02460973e-03 -1.48828774e-01 1.00075670e-02 9.64157658e-02
-4.53594983e-02 -7.22308783e-02 1.66229809e-01 -1.89313940e-01
1.84348297e-01 3.80133474e-02]
[ 1.13875158e-01 -2.11327473e-01 3.24116891e-02 -6.82605760e-02
1.45508403e-01 -4.42278865e-02 5.13239069e-02 1.22554293e-01
6.93040071e-02 -2.06548988e-02]
[ -1.61420636e-01 -4.81614606e-02 -3.02051678e-01 -9.61232961e-03
-5.05886629e-02 6.61370099e-02 -2.43969567e-01 -2.72798156e-02
2.67436837e-01 -1.09887813e-01]
[ 6.99696596e-02 -2.14878323e-01 9.27621094e-02 3.82924111e-02
1.14745978e-01 -1.10957343e-01 2.08512812e-02 -9.81678824e-02
8.72038515e-03 1.47106989e-01]
[ -8.16763234e-02 8.79565576e-02 -3.42136719e-03 -1.63121444e-01
5.37054704e-02 2.65566089e-02 8.83123996e-02 -1.02400502e-01
-2.72174171e-02 -1.31151509e-01]
[ -9.30540901e-02 1.62408257e-03 -6.26090910e-02 1.11597539e-02
2.93297812e-01 9.41379622e-02 -3.41193722e-02 -1.47719732e-02
-1.52112152e-01 -1.84179796e-01]
[ -1.55679437e-01 7.00919628e-03 6.25877936e-02 2.36349664e-02
-1.76939229e-01 -2.20429302e-01 -1.81610044e-01 -1.96915431e-01
8.86559710e-02 1.76257777e-01]
[ -2.13938645e-01 -1.41440661e-01 1.20851632e-01 2.74426019e-01
-1.36034601e-01 -8.45643896e-02 -1.24611613e-01 -2.54909529e-01
-2.05844545e-01 9.74762229e-03]
[ 1.19707933e-01 -4.12350716e-02 -1.66733900e-02 1.21314675e-01
-2.44737898e-02 -8.53440060e-02 1.02031297e-01 4.38596417e-03
3.40819718e-02 2.62772381e-02]
[ 3.00151957e-02 -5.06534639e-02 -2.14763898e-01 1.37091687e-01
-2.62616496e-02 9.18456592e-02 -7.33109304e-02 -2.03338460e-02
-1.03378640e-01 -1.38100431e-02]
[ -1.27662728e-01 -6.32825289e-02 -2.06495787e-01 1.47545815e-01
6.30189761e-04 1.37540297e-01 1.80978704e-02 -2.50433717e-01
6.07017502e-02 -2.08852293e-01]
[ -7.11917798e-02 -3.38593468e-02 2.75772893e-01 9.69391163e-02
1.24676423e-01 -6.15198572e-02 -1.28515757e-01 1.20805972e-01
6.81605614e-02 3.12061184e-02]
[ 4.65491842e-02 -2.47094958e-02 8.44054040e-02 8.08524362e-02
1.08114934e-01 -1.58933535e-02 2.65273696e-01 1.20491703e-01
-4.24722864e-02 -7.27584888e-02]
[ 3.06254313e-03 -1.58796692e-01 -2.92182198e-01 -5.36923121e-02
2.39954061e-01 -8.88342316e-02 1.82225418e-01 1.64263139e-01
1.02821858e-01 -3.52992264e-02]
[ 4.72495190e-02 -1.44289257e-03 -1.20896777e-01 3.51516699e-02
-6.41885212e-02 3.27537829e-01 2.61921265e-01 2.05353758e-01
-1.71454083e-01 -6.45196108e-02]
[ 1.38737852e-02 4.01653118e-03 1.26085671e-01 1.18780648e-01
-5.12730576e-02 1.01832387e-01 -1.89397355e-01 -4.03300243e-02
2.18236085e-01 9.39377585e-02]
[ 1.02792563e-01 6.71725838e-02 -5.14222946e-02 -1.11490466e-01
-8.09789964e-02 -3.26977698e-01 1.17932524e-01 8.36629798e-03
1.34786402e-01 8.15790960e-02]
[ -9.55563675e-02 2.46174117e-02 -1.41715651e-02 2.63264514e-02
-1.72608566e-03 -2.04087191e-01 -9.99885790e-02 -1.95167043e-02
1.68538731e-02 1.32894923e-01]
[ -1.32238035e-01 -2.54798486e-02 -1.91708591e-01 1.25288288e-02
-3.00220516e-01 -1.01226651e-02 -5.10580190e-02 -2.26012911e-02
1.60567848e-02 8.11231219e-02]
[ -1.29613642e-02 -1.30715466e-02 -6.64759972e-02 -1.04529334e-01
4.58622804e-01 2.68204795e-01 4.83278247e-01 1.14331244e-01
-1.63813266e-01 -3.46762266e-01]
[ 3.85905527e-03 -2.92283945e-01 -1.98441047e-02 -4.54861281e-02
5.76254473e-01 9.17818003e-02 4.33013776e-01 9.28821801e-02
4.97681743e-02 -3.48340309e-01]
[ 2.41278079e-02 -3.61857758e-01 -3.66972279e-02 -9.04281307e-02
6.23558635e-01 1.81470443e-02 4.18340086e-01 4.96622809e-02
-3.48906342e-01 -1.96974403e-01]
[ -1.41541767e-01 -4.90458266e-01 3.38028862e-03 -1.67192115e-01
6.56643044e-01 -1.01875023e-01 5.20049835e-01 -8.04595283e-02
-4.01514868e-02 1.14676558e-01]
[ -2.66575558e-01 -3.06536601e-01 6.51315160e-02 -2.11305445e-02
8.41742438e-01 1.33732629e-01 3.30271503e-01 4.92493653e-02
-6.85195632e-02 -1.08350469e-01]
[ -1.60666533e-01 -1.69331180e-01 2.69340170e-01 -1.88667062e-01
4.96378282e-01 -6.22543758e-02 5.52938335e-01 1.61832824e-02
-2.13613210e-01 2.56954704e-02]
[ -9.91657627e-02 -1.33153905e-01 -1.66886851e-01 -6.16125731e-02
3.66959432e-01 -2.42848456e-01 8.72834077e-02 1.71427882e-01
2.05294431e-02 -7.84003879e-02]
[ 1.28793495e-01 2.69950174e-01 1.71945456e-01 -6.66984631e-02
-1.51482424e-01 4.16553677e-02 -1.85263013e-01 2.85041855e-01
9.21110151e-02 1.96698541e-01]
[ 3.36575689e-01 2.76149273e-01 -8.97130142e-02 3.00663249e-01
-8.68237474e-01 -2.82497379e-01 -4.34973576e-01 1.77245803e-01
3.66134128e-01 -5.94946504e-02]
[ 5.63845291e-02 1.68083508e-01 2.56936209e-01 2.64876379e-01
-9.88958651e-02 -1.99643401e-01 -2.02856750e-01 -1.32063773e-01
-1.29298375e-01 -2.72523188e-01]
[ 3.32056254e-02 -2.53257237e-02 -1.13496586e-01 -4.01221429e-02
2.10998661e-01 3.72880880e-02 -3.34449565e-02 -1.83557177e-01
4.55196420e-02 2.22827078e-01]
[ -7.95120848e-03 -7.49517702e-02 -7.03744112e-02 -6.30496884e-02
2.58379864e-02 -1.70665817e-01 1.11953868e-01 9.72502225e-03
2.85502939e-02 -3.31002178e-03]
[ 2.34435305e-02 5.03824688e-02 2.42789641e-01 6.70372971e-02
-2.04444154e-01 -1.31158705e-01 1.32127588e-01 3.96110214e-02
-1.91591689e-01 1.04222999e-01]
[ 4.99913472e-02 -2.67369532e-02 9.81936372e-02 -2.33729628e-02
-1.41667085e-01 8.10094807e-02 1.28199163e-01 -2.71760784e-01
-4.07621381e-02 -1.18816978e-01]
[ -3.03935833e-02 3.51408558e-02 7.59736505e-02 -5.67631753e-02
5.20511019e-02 1.91125579e-01 1.52645453e-01 1.17517740e-01
-4.16093567e-02 1.49882321e-01]
[ 2.10844458e-01 3.38886536e-02 2.41453815e-02 6.71703608e-02
1.01029475e-01 -1.66929170e-02 -1.27160010e-01 1.47718579e-01
-6.53601964e-02 -3.19768147e-02]
[ 1.86820819e-02 -7.95549722e-02 5.90770643e-03 7.50082197e-03
-3.03874555e-01 -1.11593192e-01 -1.42838525e-01 3.98043022e-02
9.49185435e-02 1.63540937e-01]
[ 3.88830613e-04 4.78051854e-01 9.97046919e-02 3.52063973e-01
-9.13973698e-01 -2.88108283e-01 -5.65795446e-01 -7.56403514e-02
2.36675938e-01 2.78992188e-01]
[ 1.51418499e-01 4.78895768e-01 4.82968069e-02 3.75116649e-01
-7.11911333e-01 -6.89811062e-02 -3.98640501e-01 1.48969701e-01
1.67187039e-01 4.54376932e-01]
[ 2.50993872e-01 2.74436162e-01 2.40660038e-01 1.27305892e-01
-3.50324066e-01 8.68020324e-02 -1.82790381e-01 1.62141728e-01
2.24664544e-01 6.16384680e-02]
[ -7.91654009e-02 1.99690598e-01 2.38968081e-01 6.67470120e-03
-7.56883217e-03 1.34316863e-01 -7.94859315e-02 -1.54089619e-02
-4.08745861e-02 4.25419862e-02]
[ -9.78677776e-02 -8.78473307e-03 2.48440409e-02 9.13109183e-02
-4.69433139e-02 1.16841966e-01 2.60325009e-01 2.03091232e-02
-2.76348902e-01 -9.46860010e-02]
[ -2.14526455e-01 -5.21065462e-03 -9.07557457e-02 -3.37743435e-01
1.59715367e-01 1.17887114e-01 8.69043583e-02 1.03922362e-01
-2.02749204e-01 3.88429706e-02]
[ 2.65517111e-02 -3.21883951e-01 -1.19280506e-01 -1.39108695e-01
3.01711665e-01 1.87195661e-02 1.23404851e-01 1.53759029e-01
-1.47392601e-01 -1.96092858e-01]
[ 1.53158959e-01 -1.31626316e-01 -1.36187072e-01 3.99723984e-03
1.21112727e-01 -6.37558975e-02 -3.51035145e-02 -1.48174700e-01
1.37763003e-01 -9.60405364e-02]
[ -1.24227377e-01 1.49596514e-01 2.55149405e-01 -3.17683441e-02
1.84493945e-01 9.19247414e-02 -8.76992918e-03 -2.98976988e-01
-1.29899097e-01 -6.72491167e-02]
[ -3.50123690e-01 1.02608337e-01 1.11179381e-02 -2.88055433e-02
1.26949309e-01 -1.69298322e-01 -4.82189653e-02 2.35204335e-01
-9.34586649e-02 8.05956965e-02]
[ 1.47226515e-01 1.10009035e-01 -2.40357060e-01 -9.74258492e-02
1.20927452e-01 -2.89949807e-01 1.03760157e-02 -1.67986354e-01
-7.92638616e-03 -1.92338266e-01]
[ 2.05367691e-01 -1.49997687e-01 5.82507322e-02 -3.21535856e-02
7.76033168e-02 -2.79668769e-02 -3.44462420e-03 -1.37214776e-01
1.03148023e-01 -1.87352629e-01]
[ -1.04857211e-01 -2.67235575e-02 1.20251153e-01 1.08363314e-01
2.48396053e-02 -1.11272032e-01 2.35072231e-01 -7.71021956e-02
1.84126225e-01 -3.55040996e-03]
[ 2.27562051e-02 -1.15321641e-01 2.16271707e-01 -2.15179912e-01
4.76469644e-02 1.04911931e-01 -4.56481512e-03 -1.12804872e-01
3.90883626e-02 2.56195735e-01]]
[[ 0.5084361 ]
[ 1.31501319]
[ 0.25302964]
[ 0.74366464]
[-2.36138123]
[-0.27402371]
[-1.44267929]
[ 0.02950746]
[ 0.58351443]
[ 0.79200215]]
Progress: 16.5% ... Training loss: 0.321 ... Validation loss: 0.523[[ 1.56410961e-01 2.32605895e-01 -1.15123392e-01 9.97243211e-02
-5.11107816e-01 -6.71773502e-02 -6.94018153e-02 1.23907136e-01
-8.59194582e-02 1.91582566e-01]
[ 1.47566353e-02 1.69069431e-01 -2.01126409e-02 3.89512664e-02
9.97472207e-02 -5.38945090e-03 2.99813054e-01 4.12294861e-02
1.37999615e-01 -2.94122298e-02]
[ 1.94304131e-01 4.15546834e-01 2.97314596e-02 1.02193540e-01
7.32185125e-02 -5.83880815e-02 -5.10164176e-01 -3.37064935e-02
1.01441738e-01 3.42743399e-01]
[ -2.60448145e-02 -3.04871800e-01 -2.42336328e-01 1.62281504e-02
1.10360370e-02 1.67269665e-01 1.37869579e-01 5.56989527e-02
1.36419233e-02 8.77695819e-02]
[ -1.15521394e-02 1.59549498e-01 -1.51180983e-01 2.80169161e-02
1.30380188e-01 -1.73944120e-01 4.75915783e-02 -1.20631136e-01
-1.98837285e-01 1.18905228e-02]
[ -3.47161522e-01 -3.12043684e-01 -2.85843413e-01 1.52089887e-01
1.43201529e-01 4.67225561e-02 1.26061913e-02 -3.51890056e-02
-3.88984629e-03 3.38139851e-02]
[ -4.59094931e-03 -1.52570257e-01 9.22385543e-03 9.40442013e-02
-3.75857718e-02 -7.14203094e-02 1.70723658e-01 -1.89402161e-01
1.82520773e-01 3.54568789e-02]
[ 1.14484471e-01 -2.09829949e-01 3.28310483e-02 -6.70732222e-02
1.41282771e-01 -4.45858679e-02 4.96257912e-02 1.22602416e-01
7.02065492e-02 -1.94050198e-02]
[ -1.60842510e-01 -4.67652987e-02 -3.01764135e-01 -8.83013173e-03
-5.24172338e-02 6.58433728e-02 -2.45369216e-01 -2.72461473e-02
2.68030033e-01 -1.09008927e-01]
[ 6.96214221e-02 -2.15853560e-01 9.27174972e-02 3.79149174e-02
1.16128268e-01 -1.10797528e-01 2.25249751e-02 -9.81786646e-02
8.49632848e-03 1.46601035e-01]
[ -8.19765860e-02 8.70555913e-02 -3.53605529e-03 -1.63435619e-01
5.49722214e-02 2.66681658e-02 8.91839837e-02 -1.02410495e-01
-2.75330601e-02 -1.31431900e-01]
[ -9.32325874e-02 1.19500335e-03 -6.26979702e-02 1.08828892e-02
2.94091406e-01 9.42254097e-02 -3.35912126e-02 -1.47823830e-02
-1.52331112e-01 -1.84433641e-01]
[ -1.55679437e-01 7.00919628e-03 6.25877936e-02 2.36349664e-02
-1.76939229e-01 -2.20429302e-01 -1.81610044e-01 -1.96915431e-01
8.86559710e-02 1.76257777e-01]
[ -2.13700399e-01 -1.40910175e-01 1.20977882e-01 2.74787649e-01
-1.37148054e-01 -8.47007132e-02 -1.25271319e-01 -2.54896526e-01
-2.05551830e-01 1.01212521e-02]
[ 1.19360874e-01 -4.24874435e-02 -1.68205886e-02 1.20863463e-01
-2.29531472e-02 -8.51883223e-02 1.03323230e-01 4.36783419e-03
3.37233941e-02 2.57542892e-02]
[ 3.04949923e-02 -4.94829026e-02 -2.14506473e-01 1.37767307e-01
-2.79292635e-02 9.15725846e-02 -7.43738620e-02 -2.03043433e-02
-1.02785213e-01 -1.30387598e-02]
[ -1.28702062e-01 -6.58307632e-02 -2.07008967e-01 1.46037818e-01
5.22727593e-03 1.38076159e-01 2.09492338e-02 -2.50489659e-01
5.95182145e-02 -2.10445665e-01]
[ -7.20170931e-02 -3.59470538e-02 2.75355211e-01 9.57041297e-02
1.28582477e-01 -6.10785473e-02 -1.26189508e-01 1.20756807e-01
6.71946330e-02 2.99195050e-02]
[ 4.62654414e-02 -2.53499756e-02 8.42420594e-02 8.04078416e-02
1.09458310e-01 -1.57368097e-02 2.66029525e-01 1.20473542e-01
-4.28405032e-02 -7.33064394e-02]
[ 3.81124083e-03 -1.57001853e-01 -2.91751300e-01 -5.24023127e-02
2.35873990e-01 -8.92401629e-02 1.80224792e-01 1.64315176e-01
1.03740770e-01 -3.39373713e-02]
[ 4.79516704e-02 3.06965494e-04 -1.20494053e-01 3.62807870e-02
-6.78476572e-02 3.27131593e-01 2.59804179e-01 2.05397716e-01
-1.70531353e-01 -6.34237971e-02]
[ 1.34491356e-02 2.96189201e-03 1.25867932e-01 1.18080918e-01
-4.87581199e-02 1.02080061e-01 -1.87879460e-01 -4.03547099e-02
2.17710386e-01 9.33512175e-02]
[ 1.02379142e-01 6.61632834e-02 -5.16228554e-02 -1.12093233e-01
-7.91314666e-02 -3.26758582e-01 1.19080380e-01 8.34265283e-03
1.34330252e-01 8.09342516e-02]
[ -9.49376234e-02 2.60923877e-02 -1.38533327e-02 2.72511398e-02
-4.62333542e-03 -2.04420708e-01 -1.01766273e-01 -1.94796217e-02
1.75501137e-02 1.33879002e-01]
[ -1.32519148e-01 -2.59131181e-02 -1.91832593e-01 1.21205273e-02
-2.99089983e-01 -9.96495242e-03 -5.02576636e-02 -2.26183330e-02
1.57322105e-02 8.06785405e-02]
[ -1.38618452e-02 -1.54433115e-02 -6.69386705e-02 -1.05900083e-01
4.62789794e-01 2.68710382e-01 4.85852275e-01 1.14277447e-01
-1.64880515e-01 -3.48191668e-01]
[ 3.69849478e-03 -2.92696156e-01 -1.99257365e-02 -4.57241080e-02
5.76988804e-01 9.18693203e-02 4.33489626e-01 9.28725371e-02
4.95816104e-02 -3.48603495e-01]
[ 2.39839751e-02 -3.62402605e-01 -3.67728418e-02 -9.06400750e-02
6.24118349e-01 1.82228891e-02 4.18926336e-01 4.96542370e-02
-3.49076050e-01 -1.97212038e-01]
[ -1.41634204e-01 -4.90949977e-01 3.34030735e-03 -1.67285733e-01
6.56900873e-01 -1.01840242e-01 5.20560194e-01 -8.04630703e-02
-4.02228492e-02 1.14608110e-01]
[ -2.67508211e-01 -3.08851640e-01 6.46747861e-02 -2.24940020e-02
8.45760429e-01 1.34227188e-01 3.32807940e-01 4.91982021e-02
-6.95931536e-02 -1.09790175e-01]
[ -1.60712413e-01 -1.69539371e-01 2.69321644e-01 -1.88728677e-01
4.96502125e-01 -6.22324161e-02 5.53146552e-01 1.61812238e-02
-2.13661703e-01 2.56270722e-02]
[ -9.92995652e-02 -1.33411346e-01 -1.66962890e-01 -6.18129821e-02
3.67621062e-01 -2.42770623e-01 8.76615628e-02 1.71419424e-01
2.03691317e-02 -7.86254199e-02]
[ 1.28858825e-01 2.70140580e-01 1.72010175e-01 -6.65376967e-02
-1.52024973e-01 4.15986448e-02 -1.85730104e-01 2.85046286e-01
9.22360063e-02 1.96956521e-01]
[ 3.37493367e-01 2.78956805e-01 -8.92221292e-02 3.02038068e-01
-8.71859529e-01 -2.82998052e-01 -4.37424709e-01 1.77300360e-01
3.67102258e-01 -5.79910185e-02]
[ 5.63340554e-02 1.67988648e-01 2.56917903e-01 2.64810138e-01
-9.86963317e-02 -1.99620086e-01 -2.02717816e-01 -1.32066115e-01
-1.29351350e-01 -2.72603729e-01]
[ 3.28765538e-02 -2.63045671e-02 -1.13678695e-01 -4.06625786e-02
2.12827362e-01 3.74847139e-02 -3.25510275e-02 -1.83577871e-01
4.51324860e-02 2.22310324e-01]
[ -8.16492358e-03 -7.54820606e-02 -7.04838027e-02 -6.33692563e-02
2.68622702e-02 -1.70565926e-01 1.12575631e-01 9.71247737e-03
2.83006103e-02 -3.64921883e-03]
[ 2.36788574e-02 5.10167182e-02 2.42894616e-01 6.73938555e-02
-2.05585583e-01 -1.31292851e-01 1.31431310e-01 3.96252404e-02
-1.91315628e-01 1.04532317e-01]
[ 5.02761220e-02 -2.60661008e-02 9.83415415e-02 -2.29456793e-02
-1.42963550e-01 8.08498174e-02 1.27382084e-01 -2.71745526e-01
-4.04402235e-02 -1.18360313e-01]
[ -3.08236685e-02 3.40638658e-02 7.57622306e-02 -5.73944384e-02
5.39561399e-02 1.91349194e-01 1.53865002e-01 1.17492643e-01
-4.21019764e-02 1.49267652e-01]
[ 2.11125259e-01 3.47462751e-02 2.43099192e-02 6.76570354e-02
9.94480242e-02 -1.68696284e-02 -1.27956230e-01 1.47738355e-01
-6.49831196e-02 -3.14705060e-02]
[ 1.87775569e-02 -7.93721582e-02 5.94610467e-03 7.62268919e-03
-3.04254672e-01 -1.11638803e-01 -1.43029031e-01 3.98086437e-02
9.50087842e-02 1.63641812e-01]
[ 7.43442879e-04 4.78914630e-01 9.99033066e-02 3.52526153e-01
-9.15224687e-01 -2.88293888e-01 -5.66666314e-01 -7.56173021e-02
2.37128825e-01 2.79489836e-01]
[ 1.52218187e-01 4.80689800e-01 4.87921385e-02 3.76501010e-01
-7.16166641e-01 -6.94290156e-02 -4.00691583e-01 1.49026364e-01
1.68267503e-01 4.55639674e-01]
[ 2.50894016e-01 2.74210462e-01 2.40600962e-01 1.27119002e-01
-3.49731981e-01 8.68572401e-02 -1.82450976e-01 1.62134435e-01
2.24505730e-01 6.14560687e-02]
[ -7.89721634e-02 2.00191279e-01 2.39064492e-01 6.96143581e-03
-8.45232233e-03 1.34210703e-01 -8.00434904e-02 -1.53982757e-02
-4.06470588e-02 4.28476986e-02]
[ -9.79174030e-02 -8.91983526e-03 2.48190846e-02 9.12437937e-02
-4.67195809e-02 1.16867927e-01 2.60520744e-01 2.03066314e-02
-2.76382726e-01 -9.47707409e-02]
[ -2.14893241e-01 -6.16398073e-03 -9.09355905e-02 -3.38269280e-01
1.61395183e-01 1.18080881e-01 8.79005844e-02 1.03901474e-01
-2.03158742e-01 3.83047765e-02]
[ 2.64470493e-02 -3.22093881e-01 -1.19334163e-01 -1.39261334e-01
3.02132632e-01 1.87751201e-02 1.23701269e-01 1.53752923e-01
-1.47508665e-01 -1.96245625e-01]
[ 1.51818671e-01 -1.34681399e-01 -1.36813273e-01 2.11051744e-03
1.26757859e-01 -6.30508241e-02 -3.13021760e-02 -1.48250019e-01
1.36310280e-01 -9.80452175e-02]
[ -1.24633828e-01 1.48585826e-01 2.54967199e-01 -3.23456100e-02
1.86011631e-01 9.21407845e-02 -7.70382725e-03 -2.98997225e-01
-1.30373001e-01 -6.78262320e-02]
[ -3.50254816e-01 1.02239716e-01 1.10520649e-02 -2.90471509e-02
1.28289126e-01 -1.69234273e-01 -4.74447716e-02 2.35196002e-01
-9.36858018e-02 8.03760856e-02]
[ 1.47478756e-01 1.10308966e-01 -2.40156031e-01 -9.68628047e-02
1.19115202e-01 -2.90108725e-01 9.78301789e-03 -1.67964760e-01
-7.49927755e-03 -1.91899436e-01]
[ 2.05510912e-01 -1.49601960e-01 5.83583177e-02 -3.19693572e-02
7.72990404e-02 -2.80617861e-02 -3.73020428e-03 -1.37203149e-01
1.03352341e-01 -1.87063324e-01]
[ -1.03829359e-01 -2.44006968e-02 1.20778474e-01 1.09925405e-01
2.01159439e-02 -1.11845229e-01 2.32398953e-01 -7.70390293e-02
1.85328139e-01 -1.93340457e-03]
[ 2.23837600e-02 -1.16211050e-01 2.16061872e-01 -2.15752214e-01
4.94271529e-02 1.05112608e-01 -3.58115561e-03 -1.12828554e-01
3.86501257e-02 2.55611812e-01]]
[[ 0.50862725]
[ 1.31579568]
[ 0.25061191]
[ 0.74344911]
[-2.36972651]
[-0.27685157]
[-1.44946607]
[ 0.02974483]
[ 0.58362782]
[ 0.7923687 ]]
Progress: 16.6% ... Training loss: 0.321 ... Validation loss: 0.522[[ 1.58356149e-01 2.37150509e-01 -1.14134030e-01 1.02597736e-01
-5.19567846e-01 -6.81822523e-02 -7.46208650e-02 1.24020584e-01
-8.35772089e-02 1.94443388e-01]
[ 1.50745328e-02 1.69856355e-01 -1.99547947e-02 3.94242303e-02
9.82476412e-02 -5.56441736e-03 2.98935174e-01 4.12483331e-02
1.38370659e-01 -2.89242597e-02]
[ 1.92420714e-01 4.11437752e-01 2.87258862e-02 9.90241815e-02
8.11488890e-02 -5.71671135e-02 -5.05593380e-01 -3.38395574e-02
9.90988859e-02 3.39539590e-01]
[ -2.83309017e-02 -3.10961336e-01 -2.43484085e-01 1.31795789e-02
2.11147891e-02 1.68333338e-01 1.44489603e-01 5.55755850e-02
1.10146313e-02 8.44169056e-02]
[ -9.10495109e-03 1.64833706e-01 -1.50014974e-01 3.15321500e-02
1.19261248e-01 -1.75188416e-01 4.11207083e-02 -1.20487960e-01
-1.96032983e-01 1.56173189e-02]
[ -3.46217850e-01 -3.10124283e-01 -2.85277422e-01 1.53742315e-01
1.38724919e-01 4.60807763e-02 1.03875737e-02 -3.51202365e-02
-2.55846572e-03 3.55121421e-02]
[ -3.27353994e-03 -1.50595458e-01 9.86943407e-03 9.60051695e-02
-4.32820777e-02 -7.20708292e-02 1.67671936e-01 -1.89330433e-01
1.84122207e-01 3.72978705e-02]
[ 1.13757771e-01 -2.11399105e-01 3.24973407e-02 -6.80706370e-02
1.44081322e-01 -4.42368522e-02 5.14486461e-02 1.22560395e-01
6.94128405e-02 -2.04062177e-02]
[ -1.59528503e-01 -4.34685139e-02 -3.01121886e-01 -6.91911011e-03
-5.83994184e-02 6.51662691e-02 -2.48616176e-01 -2.71707346e-02
2.69490193e-01 -1.07107791e-01]
[ 7.20385894e-02 -2.09816384e-01 9.40211134e-02 4.16842493e-02
1.04493961e-01 -1.12153592e-01 1.60504258e-02 -9.80319394e-02
1.15199662e-02 1.50392214e-01]
[ -8.19397261e-02 8.60672398e-02 -3.52361750e-03 -1.63413014e-01
5.51819916e-02 2.66626493e-02 8.98051776e-02 -1.02410590e-01
-2.74537353e-02 -1.31436179e-01]
[ -9.28382255e-02 1.76800584e-03 -6.24939136e-02 1.16179552e-02
2.92159393e-01 9.39666029e-02 -3.44323022e-02 -1.47551235e-02
-1.51834809e-01 -1.83781455e-01]
[ -1.55679437e-01 7.00919628e-03 6.25877936e-02 2.36349664e-02
-1.76939229e-01 -2.20429302e-01 -1.81610044e-01 -1.96915431e-01
8.86559710e-02 1.76257777e-01]
[ -2.12827942e-01 -1.39250202e-01 1.21513129e-01 2.76330535e-01
-1.41254787e-01 -8.52878499e-02 -1.27442561e-01 -2.54833473e-01
-2.04321665e-01 1.17205374e-02]
[ 1.19445601e-01 -4.21864082e-02 -1.67746377e-02 1.20989076e-01
-2.34564374e-02 -8.52601353e-02 1.03150650e-01 4.37480072e-03
3.38597816e-02 2.58841756e-02]
[ 3.11243430e-02 -4.83493347e-02 -2.14228535e-01 1.38702225e-01
-3.06449766e-02 9.12315587e-02 -7.58059003e-02 -2.02675272e-02
-1.02086884e-01 -1.21256929e-02]
[ -1.28284547e-01 -6.49649125e-02 -2.06804960e-01 1.46621844e-01
3.73034341e-03 1.37889352e-01 1.98527380e-02 -2.50467878e-01
6.00057302e-02 -2.09787688e-01]
[ -7.18326776e-02 -3.54498071e-02 2.75469145e-01 9.60308728e-02
1.27454714e-01 -6.11850092e-02 -1.26686429e-01 1.20768219e-01
6.74491986e-02 3.02102911e-02]
[ 4.64562995e-02 -2.54923137e-02 8.43384153e-02 8.07043537e-02
1.08657621e-01 -1.58028140e-02 2.65829277e-01 1.20482072e-01
-4.25695845e-02 -7.31359801e-02]
[ 3.47156398e-03 -1.57913982e-01 -2.91933711e-01 -5.29276762e-02
2.37314792e-01 -8.90578948e-02 1.81124199e-01 1.64294043e-01
1.03336683e-01 -3.44008962e-02]
[ 4.80837540e-02 7.35450772e-04 -1.20399943e-01 3.65651371e-02
-6.89153922e-02 3.27018776e-01 2.59275774e-01 2.05406734e-01
-1.70321575e-01 -6.32272690e-02]
[ 1.39958355e-02 4.40168196e-03 1.26158557e-01 1.18885748e-01
-5.12221645e-02 1.01799414e-01 -1.89134679e-01 -4.03234074e-02
2.18313294e-01 9.41643196e-02]
[ 1.02911077e-01 6.75117995e-02 -5.13616544e-02 -1.11320285e-01
-8.16061499e-02 -3.27038443e-01 1.17566639e-01 8.37359811e-03
1.34929782e-01 8.17533452e-02]
[ -9.49026189e-02 2.61503758e-02 -1.38379989e-02 2.72976611e-02
-4.76353660e-03 -2.04438827e-01 -1.01829291e-01 -1.94774867e-02
1.75894949e-02 1.33927841e-01]
[ -1.32956129e-01 -2.69692775e-02 -1.92064775e-01 1.14535454e-02
-2.96989550e-01 -9.71691616e-03 -4.89216072e-02 -2.26452689e-02
1.52060832e-02 7.99421278e-02]
[ -1.40763607e-02 -1.61778585e-02 -6.70419591e-02 -1.06211153e-01
4.63821653e-01 2.68833480e-01 4.86582870e-01 1.14264995e-01
-1.65132397e-01 -3.48535000e-01]
[ 3.66644234e-03 -2.92861100e-01 -1.99413931e-02 -4.57638832e-02
5.77027365e-01 9.18793992e-02 4.33578210e-01 9.28710447e-02
4.95432061e-02 -3.48668515e-01]
[ 2.41661685e-02 -3.62300583e-01 -3.66795914e-02 -9.03336649e-02
6.23390948e-01 1.81057098e-02 4.18662629e-01 4.96664414e-02
-3.48849190e-01 -1.96958350e-01]
[ -1.41238007e-01 -4.90468953e-01 3.55415495e-03 -1.66601319e-01
6.55023528e-01 -1.02093378e-01 5.19789336e-01 -8.04368938e-02
-3.96984663e-02 1.15314720e-01]
[ -2.67452167e-01 -3.08719556e-01 6.47313938e-02 -2.23139274e-02
8.45275298e-01 1.34159012e-01 3.32648668e-01 4.92044347e-02
-6.94640022e-02 -1.09657297e-01]
[ -1.60653100e-01 -1.69474369e-01 2.69380149e-01 -1.88560493e-01
4.96039469e-01 -6.23040801e-02 5.53052154e-01 1.61879449e-02
-2.13535806e-01 2.58012071e-02]
[ -9.99400694e-02 -1.35002406e-01 -1.67290563e-01 -6.27847697e-02
3.70429921e-01 -2.42416647e-01 8.94483496e-02 1.71381271e-01
1.96158487e-02 -7.95648623e-02]
[ 1.29105293e-01 2.71070539e-01 1.72154559e-01 -6.60824485e-02
-1.53418787e-01 4.14261517e-02 -1.86622324e-01 2.85061800e-01
9.25870859e-02 1.97332846e-01]
[ 3.37692908e-01 2.79412021e-01 -8.91229116e-02 3.02305541e-01
-8.72532701e-01 -2.83096998e-01 -4.37970836e-01 1.77312006e-01
3.67334014e-01 -5.76701720e-02]
[ 5.65131862e-02 1.68445240e-01 2.57005506e-01 2.65052106e-01
-9.95565965e-02 -1.99717766e-01 -2.03211077e-01 -1.32055350e-01
-1.29144890e-01 -2.72324986e-01]
[ 3.31694927e-02 -2.54915092e-02 -1.13535918e-01 -4.02022673e-02
2.11458384e-01 3.73164557e-02 -3.34461735e-02 -1.83560251e-01
4.54893914e-02 2.22691490e-01]
[ -7.57829215e-03 -7.39873997e-02 -7.01905127e-02 -6.24991684e-02
2.41464646e-02 -1.70883203e-01 1.11052233e-01 9.74660138e-03
2.89709169e-02 -2.80899243e-03]
[ 2.34194845e-02 5.02476333e-02 2.42791238e-01 6.70244726e-02
-2.04464057e-01 -1.31145650e-01 1.32126343e-01 3.96108258e-02
-1.91618058e-01 1.04130213e-01]
[ 5.03369182e-02 -2.58157965e-02 9.83727301e-02 -2.28714558e-02
-1.43192512e-01 8.08088310e-02 1.27169504e-01 -2.71743194e-01
-4.03826347e-02 -1.18256241e-01]
[ -3.04860937e-02 3.49822469e-02 7.59475676e-02 -5.69120820e-02
5.24157274e-02 1.91182185e-01 1.52922458e-01 1.17511385e-01
-4.17191313e-02 1.49845595e-01]
[ 2.11670310e-01 3.62397007e-02 2.45827949e-02 6.84939311e-02
9.65525890e-02 -1.71928166e-02 -1.29480382e-01 1.47774038e-01
-6.42945626e-02 -3.06291674e-02]
[ 1.94227895e-02 -7.76643839e-02 6.28258114e-03 8.60785013e-03
-3.07297750e-01 -1.11990080e-01 -1.44687246e-01 3.98471139e-02
9.57662545e-02 1.64714920e-01]
[ 1.69615111e-03 4.80365163e-01 1.00351896e-01 3.53814897e-01
-9.19068641e-01 -2.88718987e-01 -5.68975399e-01 -7.55683639e-02
2.38240261e-01 2.80882528e-01]
[ 1.52305912e-01 4.80937218e-01 4.88396539e-02 3.76619907e-01
-7.16499803e-01 -6.94804292e-02 -4.00955958e-01 1.49031927e-01
1.68377880e-01 4.55771433e-01]
[ 2.50670102e-01 2.73663397e-01 2.40475659e-01 1.26813641e-01
-3.48578590e-01 8.69904672e-02 -1.81775391e-01 1.62117999e-01
2.24219924e-01 6.11039369e-02]
[ -7.87962419e-02 2.00681428e-01 2.39144208e-01 7.23594115e-03
-9.26442057e-03 1.34115868e-01 -8.05253836e-02 -1.53866160e-02
-4.04273981e-02 4.30777829e-02]
[ -9.80481968e-02 -9.26203312e-03 2.47534037e-02 9.10633998e-02
-4.61014663e-02 1.16940566e-01 2.60901108e-01 2.02989032e-02
-2.76535836e-01 -9.49765486e-02]
[ -2.14869813e-01 -6.15221854e-03 -9.09258825e-02 -3.38239783e-01
1.61305800e-01 1.18069281e-01 8.78735864e-02 1.03902605e-01
-2.03135602e-01 3.83291516e-02]
[ 2.57696970e-02 -3.23822521e-01 -1.19673961e-01 -1.40281011e-01
3.05354828e-01 1.91447288e-02 1.25708106e-01 1.53713965e-01
-1.48298358e-01 -1.97338693e-01]
[ 1.53768065e-01 -1.29993468e-01 -1.35802755e-01 5.08623461e-03
1.17302636e-01 -6.41001382e-02 -3.63286164e-02 -1.48131236e-01
1.38617298e-01 -9.49996888e-02]
[ -1.24336172e-01 1.48478475e-01 2.55133753e-01 -3.18500393e-02
1.84435734e-01 9.19627546e-02 -8.18660465e-03 -2.98978250e-01
-1.29906303e-01 -6.74557743e-02]
[ -3.50356223e-01 1.02077418e-01 1.09935371e-02 -2.92096987e-02
1.28815847e-01 -1.69200529e-01 -4.72079460e-02 2.35188220e-01
-9.38105197e-02 8.02837738e-02]
[ 1.47923943e-01 1.11470018e-01 -2.39913768e-01 -9.61715235e-02
1.17192559e-01 -2.90350117e-01 8.33673583e-03 -1.67940334e-01
-6.93050421e-03 -1.91167239e-01]
[ 2.06018609e-01 -1.48973718e-01 5.85911105e-02 -3.12410852e-02
7.52845488e-02 -2.83330361e-02 -4.63822076e-03 -1.37174211e-01
1.03912058e-01 -1.86360293e-01]
[ -1.04234909e-01 -2.56484012e-02 1.20644221e-01 1.09473074e-01
2.21892753e-02 -1.11666882e-01 2.33728411e-01 -7.70580675e-02
1.84972229e-01 -2.37821964e-03]
[ 2.25391716e-02 -1.15549097e-01 2.16122636e-01 -2.15501173e-01
4.84388048e-02 1.05020116e-01 -3.97836811e-03 -1.12818967e-01
3.88278132e-02 2.55736811e-01]]
[[ 0.52118987]
[ 1.3284793 ]
[ 0.2624854 ]
[ 0.75861881]
[-2.35940097]
[-0.26721008]
[-1.4374715 ]
[ 0.03864006]
[ 0.5965068 ]
[ 0.80520909]]
Progress: 16.6% ... Training loss: 0.325 ... Validation loss: 0.524[[ 1.57440876e-01 2.34155383e-01 -1.14595812e-01 1.01230191e-01
-5.16522195e-01 -6.76329595e-02 -7.18995639e-02 1.23955153e-01
-8.42515482e-02 1.92861037e-01]
[ 1.45080235e-02 1.68494949e-01 -2.02472918e-02 3.85945870e-02
1.00857400e-01 -5.26971717e-03 3.00491429e-01 4.12080283e-02
1.37744282e-01 -2.97564209e-02]
[ 1.90851344e-01 4.07830343e-01 2.79285039e-02 9.64392152e-02
8.73738884e-02 -5.61688657e-02 -5.02106355e-01 -3.39542241e-02
9.73461827e-02 3.37432892e-01]
[ -2.99507215e-02 -3.14803417e-01 -2.44304902e-01 1.08166326e-02
2.86598427e-02 1.69191513e-01 1.49473323e-01 5.54366901e-02
9.20756644e-03 8.20213029e-02]
[ -3.80226883e-03 1.77218344e-01 -1.47360826e-01 3.90929330e-02
9.71330140e-02 -1.77915285e-01 2.65616423e-02 -1.20058915e-01
-1.89969798e-01 2.34172465e-02]
[ -3.47163597e-01 -3.12698114e-01 -2.85688532e-01 1.52581323e-01
1.42782226e-01 4.64436241e-02 1.31770740e-02 -3.51824317e-02
-3.42376763e-03 3.40711531e-02]
[ -3.72575935e-03 -1.52367710e-01 9.64289172e-03 9.53285905e-02
-4.26554267e-02 -7.17320095e-02 1.68736963e-01 -1.89361255e-01
1.83971407e-01 3.62644504e-02]
[ 1.12558691e-01 -2.14274841e-01 3.19041922e-02 -6.98181686e-02
1.48427518e-01 -4.36330428e-02 5.49919495e-02 1.22477789e-01
6.81213697e-02 -2.20201168e-02]
[ -1.60983564e-01 -4.69976273e-02 -3.01812319e-01 -9.04468737e-03
-5.17529987e-02 6.58869631e-02 -2.44838165e-01 -2.72773708e-02
2.67909523e-01 -1.09359076e-01]
[ 6.80251281e-02 -2.19773110e-01 9.20176929e-02 3.58728931e-02
1.20713686e-01 -1.10108819e-01 2.68824735e-02 -9.83171688e-02
7.39813413e-03 1.44076713e-01]
[ -8.24523978e-02 8.43701814e-02 -3.67922678e-03 -1.64013589e-01
5.67404279e-02 2.68922141e-02 9.13771827e-02 -1.02444959e-01
-2.77848522e-02 -1.32187965e-01]
[ -9.23641992e-02 2.67085836e-03 -6.22561175e-02 1.23192068e-02
2.90057806e-01 9.37184358e-02 -3.56605121e-02 -1.47177859e-02
-1.51270102e-01 -1.83053761e-01]
[ -1.55679437e-01 7.00919628e-03 6.25877936e-02 2.36349664e-02
-1.76939229e-01 -2.20429302e-01 -1.81610044e-01 -1.96915431e-01
8.86559710e-02 1.76257777e-01]
[ -2.12869105e-01 -1.39676783e-01 1.21522477e-01 2.76408417e-01
-1.41236910e-01 -8.53439407e-02 -1.27206720e-01 -2.54829064e-01
-2.04252828e-01 1.16497017e-02]
[ 1.18884289e-01 -4.33681161e-02 -1.70326066e-02 1.20290623e-01
-2.11767853e-02 -8.50323893e-02 1.04666142e-01 4.33459479e-03
3.33003723e-02 2.50587262e-02]
[ 3.08770411e-02 -4.90636696e-02 -2.14345076e-01 1.38273362e-01
-2.93762400e-02 9.13842300e-02 -7.49477987e-02 -2.02872471e-02
-1.02326532e-01 -1.25422087e-02]
[ -1.28881231e-01 -6.64620735e-02 -2.07116934e-01 1.45817355e-01
5.65497718e-03 1.38181062e-01 2.14023982e-02 -2.50505798e-01
5.94296931e-02 -2.10776027e-01]
[ -7.25260395e-02 -3.72123358e-02 2.75145933e-01 9.49888428e-02
1.30112152e-01 -6.08163432e-02 -1.24955729e-01 1.20714200e-01
6.67350294e-02 2.91070246e-02]
[ 4.68925896e-02 -2.50328482e-02 8.45437717e-02 8.12968721e-02
1.06540522e-01 -1.59236320e-02 2.64637186e-01 1.20513108e-01
-4.19316248e-02 -7.26833578e-02]
[ 2.68126397e-03 -1.59877755e-01 -2.92329892e-01 -5.41203477e-02
2.40311442e-01 -8.86523180e-02 1.83497998e-01 1.64233889e-01
1.02398949e-01 -3.55080894e-02]
[ 4.78662437e-02 3.45322033e-04 -1.20497750e-01 3.62583933e-02
-6.82018268e-02 3.27110938e-01 2.59777784e-01 2.05394755e-01
-1.70533557e-01 -6.35462750e-02]
[ 1.33516411e-02 2.78568341e-03 1.25852638e-01 1.17991380e-01
-4.85302551e-02 1.02129341e-01 -1.87344259e-01 -4.03663933e-02
2.17746607e-01 9.32799214e-02]
[ 1.02468853e-01 6.64775367e-02 -5.15631646e-02 -1.11972365e-01
-7.96456629e-02 -3.26823376e-01 1.18741370e-01 8.34016738e-03
1.34424048e-01 8.10592569e-02]
[ -9.50615802e-02 2.57801092e-02 -1.39104190e-02 2.70925716e-02
-3.96740700e-03 -2.04373991e-01 -1.01481483e-01 -1.94867699e-02
1.74275164e-02 1.33709874e-01]
[ -1.33051512e-01 -2.72229313e-02 -1.92117179e-01 1.12972544e-02
-2.96502957e-01 -9.66219789e-03 -4.86322343e-02 -2.26532754e-02
1.50844228e-02 7.97769717e-02]
[ -1.42245104e-02 -1.65454129e-02 -6.71159389e-02 -1.06428448e-01
4.64496468e-01 2.68909218e-01 4.86956802e-01 1.14254817e-01
-1.65301489e-01 -3.48761747e-01]
[ 3.56356343e-03 -2.93072671e-01 -1.99696256e-02 -4.58426583e-02
5.77306646e-01 9.19103776e-02 4.33766961e-01 9.28674466e-02
4.94745200e-02 -3.48788706e-01]
[ 2.43987953e-02 -3.62088271e-01 -3.65475786e-02 -8.99036039e-02
6.22220379e-01 1.79554447e-02 4.18301204e-01 4.96876046e-02
-3.48547163e-01 -1.96607127e-01]
[ -1.41605058e-01 -4.91450985e-01 3.37396635e-03 -1.67181561e-01
6.56602329e-01 -1.01903477e-01 5.20883903e-01 -8.04665733e-02
-4.01405271e-02 1.14749727e-01]
[ -2.67581405e-01 -3.09061506e-01 6.46898868e-02 -2.24237096e-02
8.45641271e-01 1.34194622e-01 3.32961794e-01 4.91981664e-02
-6.95581415e-02 -1.09762644e-01]
[ -1.61508484e-01 -1.71564516e-01 2.68939796e-01 -1.89838420e-01
4.99666356e-01 -6.18531649e-02 5.55353649e-01 1.61229159e-02
-2.14544754e-01 2.45061797e-02]
[ -1.00923059e-01 -1.37427158e-01 -1.67776195e-01 -6.42134335e-02
3.74845764e-01 -2.41920650e-01 9.21748594e-02 1.71308832e-01
1.85797619e-02 -8.10082078e-02]
[ 1.29188487e-01 2.71520229e-01 1.72199046e-01 -6.59695525e-02
-1.53612847e-01 4.13767108e-02 -1.86920094e-01 2.85066726e-01
9.26832470e-02 1.97458787e-01]
[ 3.36285328e-01 2.75524112e-01 -8.99091685e-02 3.00198249e-01
-8.67503625e-01 -2.82260955e-01 -4.33779982e-01 1.77197847e-01
3.65941126e-01 -6.00678797e-02]
[ 5.66381165e-02 1.68778092e-01 2.57087140e-01 2.65265418e-01
-1.00204723e-01 -1.99797111e-01 -2.03648479e-01 -1.32043663e-01
-1.28973470e-01 -2.72105792e-01]
[ 3.30771853e-02 -2.56890106e-02 -1.13582259e-01 -4.03413000e-02
2.11852519e-01 3.73668561e-02 -3.31491214e-02 -1.83567511e-01
4.53672975e-02 2.22461896e-01]
[ -7.76349976e-03 -7.44725394e-02 -7.02878646e-02 -6.27823528e-02
2.50211811e-02 -1.70787951e-01 1.11547598e-01 9.73327758e-03
2.87588717e-02 -3.07766617e-03]
[ 2.30907096e-02 4.94037905e-02 2.42608155e-01 6.64820820e-02
-2.02923507e-01 -1.30975051e-01 1.33004598e-01 3.95855463e-02
-1.91951622e-01 1.03500143e-01]
[ 5.02278294e-02 -2.60949826e-02 9.83145531e-02 -2.30171347e-02
-1.42690954e-01 8.08522667e-02 1.27451431e-01 -2.71746788e-01
-4.04887547e-02 -1.18423571e-01]
[ -3.07040274e-02 3.45047487e-02 7.58162462e-02 -5.72290348e-02
5.31985000e-02 1.91293469e-01 1.53409050e-01 1.17495128e-01
-4.19622417e-02 1.49547714e-01]
[ 2.12075263e-01 3.73149910e-02 2.48103941e-02 6.91898168e-02
9.43309969e-02 -1.74353694e-02 -1.30685097e-01 1.47809667e-01
-6.37697408e-02 -2.99376691e-02]
[ 1.92012507e-02 -7.81828866e-02 6.21552088e-03 8.28983468e-03
-3.06241739e-01 -1.11890455e-01 -1.44308261e-01 3.98300976e-02
9.55473979e-02 1.64451753e-01]
[ 1.86290294e-03 4.80810614e-01 1.00447008e-01 3.54108479e-01
-9.19525134e-01 -2.88837681e-01 -5.69200311e-01 -7.55505038e-02
2.38462819e-01 2.81137780e-01]
[ 1.53165815e-01 4.82666361e-01 4.93120827e-02 3.77822695e-01
-7.20704569e-01 -6.98788159e-02 -4.03284511e-01 1.49099761e-01
1.69455243e-01 4.57002941e-01]
[ 2.50638737e-01 2.73618945e-01 2.40480243e-01 1.26777726e-01
-3.48454288e-01 8.70095078e-02 -1.81709390e-01 1.62114587e-01
2.24202811e-01 6.10509387e-02]
[ -7.90040859e-02 2.00201051e-01 2.39039055e-01 6.93635530e-03
-8.33023821e-03 1.34211485e-01 -8.00062800e-02 -1.54008901e-02
-4.06677572e-02 4.27620188e-02]
[ -9.81411119e-02 -9.51439675e-03 2.47089608e-02 9.09396238e-02
-4.57164188e-02 1.16981507e-01 2.61108752e-01 2.02928270e-02
-2.76626038e-01 -9.51031864e-02]
[ -2.15072156e-01 -6.68567226e-03 -9.10315813e-02 -3.38543908e-01
1.62242572e-01 1.18175310e-01 8.84500822e-02 1.03886742e-01
-2.03375631e-01 3.79918544e-02]
[ 2.55278206e-02 -3.24399957e-01 -1.19778275e-01 -1.40631582e-01
3.06426284e-01 1.92621801e-02 1.26362071e-01 1.53696313e-01
-1.48545556e-01 -1.97710129e-01]
[ 1.50708164e-01 -1.37251993e-01 -1.37353661e-01 6.94727452e-04
1.29406159e-01 -6.25327386e-02 -2.80024915e-02 -1.48359862e-01
1.35452917e-01 -9.98673178e-02]
[ -1.25338243e-01 1.46061477e-01 2.54646443e-01 -3.32213365e-02
1.88633913e-01 9.24274730e-02 -5.44089726e-03 -2.99039535e-01
-1.30957510e-01 -6.89224120e-02]
[ -3.50179417e-01 1.02325889e-01 1.11287217e-02 -2.88646983e-02
1.28133507e-01 -1.69339580e-01 -4.77708429e-02 2.35207888e-01
-9.34458343e-02 8.07096323e-02]
[ 1.48250454e-01 1.11564458e-01 -2.39700580e-01 -9.56960107e-02
1.15895742e-01 -2.90491546e-01 7.71270063e-03 -1.67912110e-01
-6.47239843e-03 -1.90735691e-01]
[ 2.05708491e-01 -1.49751391e-01 5.84611751e-02 -3.16968882e-02
7.66909983e-02 -2.81693950e-02 -3.72622979e-03 -1.37194357e-01
1.03623806e-01 -1.86846003e-01]
[ -1.04534990e-01 -2.63236448e-02 1.20483542e-01 1.08968266e-01
2.34148543e-02 -1.11506522e-01 2.34374084e-01 -7.70834876e-02
1.84621556e-01 -2.77975981e-03]
[ 2.26559204e-02 -1.15514498e-01 2.16181860e-01 -2.15308950e-01
4.71608056e-02 1.04970648e-01 -4.24508930e-03 -1.12813643e-01
3.89712912e-02 2.55761327e-01]]
[[ 0.5048076 ]
[ 1.31907069]
[ 0.24783781]
[ 0.74304234]
[-2.37611976]
[-0.2823116 ]
[-1.45268593]
[ 0.02346987]
[ 0.57602264]
[ 0.78919767]]
Progress: 16.6% ... Training loss: 0.319 ... Validation loss: 0.518[[ 1.56467515e-01 2.31445680e-01 -1.15114961e-01 9.97472069e-02
-5.11886355e-01 -6.70341574e-02 -6.93066230e-02 1.23909847e-01
-8.54194716e-02 1.91259919e-01]
[ 1.45866237e-02 1.68712136e-01 -2.02075777e-02 3.87149907e-02
1.00464762e-01 -5.31635431e-03 3.00331600e-01 4.12116127e-02
1.37838848e-01 -2.96319548e-02]
[ 1.91518814e-01 4.09461043e-01 2.82533942e-02 9.70609900e-02
8.45535592e-02 -5.64421558e-02 -5.04529532e-01 -3.39276630e-02
9.80468406e-02 3.38068616e-01]
[ -2.76449323e-02 -3.08095436e-01 -2.43129637e-01 1.45672506e-02
1.77414428e-02 1.67747207e-01 1.42986180e-01 5.55501673e-02
1.20630924e-02 8.60234722e-02]
[ 5.02477660e-05 1.85959273e-01 -1.45459414e-01 4.49470395e-02
7.82176126e-02 -1.80055259e-01 1.58661576e-02 -1.19866111e-01
-1.85382514e-01 2.94827183e-02]
[ -3.48214042e-01 -3.15675019e-01 -2.86191094e-01 1.51282801e-01
1.46693567e-01 4.69684689e-02 1.63423260e-02 -3.52271758e-02
-4.56920363e-03 3.26152255e-02]
[ -3.31288055e-03 -1.51661387e-01 9.80114772e-03 9.57279459e-02
-4.33279458e-02 -7.19178897e-02 1.67767741e-01 -1.89342751e-01
1.84371934e-01 3.67465619e-02]
[ 1.13297100e-01 -2.12687292e-01 3.22966327e-02 -6.87274318e-02
1.44512073e-01 -4.40468007e-02 5.27614836e-02 1.22514949e-01
6.90536034e-02 -2.08819506e-02]
[ -1.61226560e-01 -4.76207079e-02 -3.01912624e-01 -9.36949691e-03
-5.06216615e-02 6.60278888e-02 -2.44138942e-01 -2.72875895e-02
2.67714470e-01 -1.09875913e-01]
[ 6.80288431e-02 -2.20483181e-01 9.20214964e-02 3.58663410e-02
1.20454776e-01 -1.10091133e-01 2.70708871e-02 -9.83125364e-02
7.43745612e-03 1.43883069e-01]
[ -8.26632830e-02 8.37021212e-02 -3.77470492e-03 -1.64313066e-01
5.77918610e-02 2.70031548e-02 9.20768002e-02 -1.02454216e-01
-2.79749236e-02 -1.32502834e-01]
[ -9.22991826e-02 2.74287634e-03 -6.22166133e-02 1.24919961e-02
2.89719997e-01 9.36559411e-02 -3.58837571e-02 -1.47124588e-02
-1.51127080e-01 -1.82897735e-01]
[ -1.55679437e-01 7.00919628e-03 6.25877936e-02 2.36349664e-02
-1.76939229e-01 -2.20429302e-01 -1.81610044e-01 -1.96915431e-01
8.86559710e-02 1.76257777e-01]
[ -2.13816041e-01 -1.42106217e-01 1.21059042e-01 2.75164471e-01
-1.37943947e-01 -8.48475386e-02 -1.24566706e-01 -2.54871675e-01
-2.05329079e-01 1.02741696e-02]
[ 1.18732538e-01 -4.38253272e-02 -1.70991649e-02 1.20113822e-01
-2.04762734e-02 -8.49603636e-02 1.05224793e-01 4.32866719e-03
3.31420079e-02 2.48386583e-02]
[ 3.13764489e-02 -4.81518066e-02 -2.14120489e-01 1.38996382e-01
-3.12707121e-02 9.11097142e-02 -7.61248948e-02 -2.02647018e-02
-1.01782479e-01 -1.18354902e-02]
[ -1.28629238e-01 -6.56628644e-02 -2.07002467e-01 1.46134620e-01
5.31568163e-03 1.38042364e-01 2.05948279e-02 -2.50492220e-01
5.96971956e-02 -2.10359399e-01]
[ -7.23976741e-02 -3.69638611e-02 2.75192047e-01 9.51581099e-02
1.29554192e-01 -6.08936208e-02 -1.25303463e-01 1.20720376e-01
6.68793388e-02 2.92850234e-02]
[ 4.69329328e-02 -2.57037021e-02 8.45669350e-02 8.12269364e-02
1.06223057e-01 -1.58710245e-02 2.64785215e-01 1.20514696e-01
-4.18684834e-02 -7.27982323e-02]
[ 2.11607429e-03 -1.61263747e-01 -2.92644628e-01 -5.50457491e-02
2.43028872e-01 -8.83330005e-02 1.85059744e-01 1.64204013e-01
1.01676205e-01 -3.63641438e-02]
[ 4.85599102e-02 2.22035310e-03 -1.20112618e-01 3.73497724e-02
-7.17205683e-02 3.26696315e-01 2.57693978e-01 2.05430920e-01
-1.69646890e-01 -6.24275040e-02]
[ 1.31294067e-02 2.38949760e-03 1.25758577e-01 1.17670888e-01
-4.75841001e-02 1.02253195e-01 -1.86919639e-01 -4.03768279e-02
2.17533192e-01 9.29222292e-02]
[ 1.02483859e-01 6.64855640e-02 -5.15440797e-02 -1.11921915e-01
-7.95949086e-02 -3.26832787e-01 1.18809453e-01 8.34202243e-03
1.34469211e-01 8.09323877e-02]
[ -9.50522921e-02 2.57900965e-02 -1.39067657e-02 2.71061131e-02
-4.02264078e-03 -2.04372845e-01 -1.01503989e-01 -1.94865248e-02
1.74532485e-02 1.33723863e-01]
[ -1.32945625e-01 -2.70419606e-02 -1.92046761e-01 1.15356676e-02
-2.97072889e-01 -9.74689413e-03 -4.89298806e-02 -2.26458761e-02
1.52709030e-02 8.00414703e-02]
[ -1.42705868e-02 -1.66822292e-02 -6.71351392e-02 -1.06486584e-01
4.64725745e-01 2.68932535e-01 4.87049704e-01 1.14252892e-01
-1.65343112e-01 -3.48826257e-01]
[ 3.59356613e-03 -2.92996441e-01 -1.99542340e-02 -4.57958537e-02
5.77202271e-01 9.18926352e-02 4.33718718e-01 9.28686323e-02
4.95078782e-02 -3.48745680e-01]
[ 2.42558730e-02 -3.62705823e-01 -3.66222151e-02 -9.01481164e-02
6.22993484e-01 1.80439652e-02 4.18880220e-01 4.96800959e-02
-3.48746009e-01 -1.96901464e-01]
[ -1.41680396e-01 -4.91604711e-01 3.33621640e-03 -1.67292930e-01
6.56961446e-01 -1.01861280e-01 5.21032499e-01 -8.04699076e-02
-4.02265066e-02 1.14630328e-01]
[ -2.67561667e-01 -3.09101196e-01 6.47234918e-02 -2.22869940e-02
8.45187417e-01 1.34146098e-01 3.32876575e-01 4.92026645e-02
-6.94540522e-02 -1.09608245e-01]
[ -1.61580152e-01 -1.71790829e-01 2.68910049e-01 -1.89917557e-01
4.99850217e-01 -6.18292590e-02 5.55638695e-01 1.61204005e-02
-2.14612230e-01 2.44263370e-02]
[ -1.00884313e-01 -1.37363024e-01 -1.67776076e-01 -6.41691102e-02
3.74821561e-01 -2.41941099e-01 9.21661387e-02 1.71310096e-01
1.86110336e-02 -8.09946458e-02]
[ 1.28230625e-01 2.69049771e-01 1.71732974e-01 -6.74099486e-02
-1.49121527e-01 4.19227379e-02 -1.84137249e-01 2.85021457e-01
9.15808688e-02 1.96015416e-01]
[ 3.36556230e-01 2.76408605e-01 -8.97632329e-02 3.00649626e-01
-8.68702801e-01 -2.82428409e-01 -4.34640298e-01 1.77211944e-01
3.66251915e-01 -5.95924798e-02]
[ 5.65453720e-02 1.68547386e-01 2.57042251e-01 2.65123992e-01
-9.97442297e-02 -1.99743221e-01 -2.03397813e-01 -1.32048043e-01
-1.29080571e-01 -2.72251435e-01]
[ 3.28120333e-02 -2.63538275e-02 -1.13709340e-01 -4.07253348e-02
2.13075889e-01 3.75097405e-02 -3.24175577e-02 -1.83579027e-01
4.50900841e-02 2.22080726e-01]
[ -7.43047450e-03 -7.36496195e-02 -7.01216873e-02 -6.22726124e-02
2.34528311e-02 -1.70972990e-01 1.10640576e-01 9.74895731e-03
2.91328342e-02 -2.59741332e-03]
[ 2.33109552e-02 4.99859240e-02 2.42719579e-01 6.68128540e-02
-2.03774835e-01 -1.31095350e-01 1.32381222e-01 3.95967319e-02
-1.91707444e-01 1.03686633e-01]
[ 5.01305149e-02 -2.63877952e-02 9.82594765e-02 -2.31832482e-02
-1.42159267e-01 8.09151490e-02 1.27767032e-01 -2.71751877e-01
-4.06158233e-02 -1.18586322e-01]
[ -3.09261464e-02 3.39561688e-02 7.57009210e-02 -5.75793963e-02
5.43108612e-02 1.91420004e-01 1.54042402e-01 1.17484299e-01
-4.22191700e-02 1.49215777e-01]
[ 2.12389169e-01 3.81895479e-02 2.49936009e-02 6.97035777e-02
9.28234803e-02 -1.76354233e-02 -1.31669108e-01 1.47825440e-01
-6.33605488e-02 -2.94633522e-02]
[ 1.97553068e-02 -7.68796425e-02 6.48318215e-03 9.09352637e-03
-3.08689198e-01 -1.12188382e-01 -1.45828472e-01 3.98548960e-02
9.61487165e-02 1.65286298e-01]
[ 1.86340214e-03 4.80689244e-01 1.00447822e-01 3.54111800e-01
-9.19772879e-01 -2.88838351e-01 -5.69202039e-01 -7.55496345e-02
2.38471531e-01 2.81129357e-01]
[ 1.53685010e-01 4.83416540e-01 4.95586281e-02 3.78547652e-01
-7.23441016e-01 -7.01290015e-02 -4.04758638e-01 1.49124620e-01
1.70071649e-01 4.57740006e-01]
[ 2.50444987e-01 2.73140265e-01 2.40371170e-01 1.26482626e-01
-3.47557729e-01 8.71131088e-02 -1.81188018e-01 1.62107386e-01
2.24032218e-01 6.07337333e-02]
[ -7.91804320e-02 1.99780025e-01 2.38952945e-01 6.67118175e-03
-7.47876670e-03 1.34312712e-01 -7.95931361e-02 -1.54093428e-02
-4.08734232e-02 4.25303840e-02]
[ -9.79123167e-02 -8.92100336e-03 2.48222835e-02 9.12799100e-02
-4.68268136e-02 1.16849958e-01 2.60544549e-01 2.03030433e-02
-2.76358866e-01 -9.47484074e-02]
[ -2.15140913e-01 -6.93221016e-03 -9.10723603e-02 -3.38656642e-01
1.62598437e-01 1.18217966e-01 8.86756827e-02 1.03883357e-01
-2.03450161e-01 3.78791981e-02]
[ 2.52666056e-02 -3.25008272e-01 -1.19908909e-01 -1.41022079e-01
3.07663360e-01 1.94105614e-02 1.27124331e-01 1.53683992e-01
-1.48838333e-01 -1.98123573e-01]
[ 1.49725924e-01 -1.39607179e-01 -1.37835155e-01 -6.49538824e-04
1.33395833e-01 -6.20138786e-02 -2.52851659e-02 -1.48405695e-01
1.34378619e-01 -1.01299576e-01]
[ -1.24658095e-01 1.47270208e-01 2.54979301e-01 -3.22016467e-02
1.85248802e-01 9.20536935e-02 -7.16424753e-03 -2.99002984e-01
-1.30089620e-01 -6.79956519e-02]
[ -3.49464553e-01 1.03999213e-01 1.14927205e-02 -2.78677777e-02
1.25438691e-01 -1.69725774e-01 -4.97558206e-02 2.35242708e-01
-9.26295867e-02 8.18354212e-02]
[ 1.47621114e-01 1.09899096e-01 -2.40008688e-01 -9.66658988e-02
1.18825469e-01 -2.90155776e-01 9.50904251e-03 -1.67942325e-01
-7.19771341e-03 -1.91760278e-01]
[ 2.05609834e-01 -1.50418014e-01 5.84010528e-02 -3.18739314e-02
7.73493502e-02 -2.81182754e-02 -3.28038008e-03 -1.37199686e-01
1.03476638e-01 -1.87089558e-01]
[ -1.04433557e-01 -2.62388090e-02 1.20542650e-01 1.09129734e-01
2.30132768e-02 -1.11564091e-01 2.34089521e-01 -7.70767441e-02
1.84799515e-01 -2.58341146e-03]
[ 2.27275577e-02 -1.15100332e-01 2.16223448e-01 -2.15129071e-01
4.65192707e-02 1.04948573e-01 -4.54692960e-03 -1.12809678e-01
3.90482489e-02 2.55860344e-01]]
[[ 0.50459228]
[ 1.31990218]
[ 0.24652268]
[ 0.74362926]
[-2.37603164]
[-0.28271893]
[-1.45239366]
[ 0.02322498]
[ 0.57437691]
[ 0.79011496]]
Progress: 16.7% ... Training loss: 0.319 ... Validation loss: 0.519[[ 0.15741494 0.23315432 -0.11461158 0.10103416 -0.51436509 -0.06755721
-0.07157539 0.12395666 -0.08420252 0.19264796]
[ 0.01435317 0.16804847 -0.02030328 0.03837118 0.10175509 -0.00518101
0.30100335 0.04120077 0.13756825 -0.02992962]
[ 0.19179914 0.41027553 0.02842318 0.0973363 0.08298323 -0.05655455
-0.50486264 -0.03391665 0.09828247 0.33836671]
[-0.02602283 -0.30312199 -0.24232561 0.01717991 0.00995813 0.16669486
0.13783178 0.05562889 0.01408063 0.08884005]
[-0.00098743 0.18282995 -0.14595832 0.04321821 0.08222704 -0.17938359
0.0187578 -0.11992588 -0.18645241 0.02781679]
[-0.34776315 -0.31525648 -0.28598276 0.15193965 0.14517408 0.04670374
0.0154982 -0.03520504 -0.00403121 0.03327836]
[-0.0023293 -0.14910887 0.01024457 0.09707459 -0.04696538 -0.07240641
0.16492258 -0.18930073 0.1855092 0.03836375]
[ 0.11344249 -0.21277676 0.03239145 -0.06860727 0.144262 -0.04415067
0.05259878 0.12252206 0.0692298 -0.02081859]
[-0.16123534 -0.04779451 -0.30190474 -0.00937913 -0.05059193 0.06602282
-0.24402475 -0.02728867 0.26768023 -0.1099013 ]
[ 0.06959501 -0.21727669 0.09277662 0.03799768 0.11455595 -0.11097157
0.02316142 -0.09824495 0.00925664 0.14622933]
[-0.08263913 0.08325449 -0.00375084 -0.1643253 0.05816046 0.02703307
0.09222745 -0.10245283 -0.02798534 -0.13255451]
[-0.09231843 0.00269181 -0.06224115 0.01248692 0.28987296 0.09364428
-0.03586274 -0.01471124 -0.15111862 -0.18287402]
[-0.15567944 0.0070092 0.06258779 0.02363497 -0.17693923 -0.2204293
-0.18161004 -0.19691543 0.08865597 0.17625778]
[-0.21378879 -0.1421365 0.12107218 0.27527029 -0.13822205 -0.0848995
-0.12461247 -0.25486823 -0.20528789 0.01032394]
[ 0.11872399 -0.04414301 -0.01710227 0.12007257 -0.01993039 -0.08497304
0.10541744 0.0043285 0.03313858 0.02480521]
[ 0.03189528 -0.04713079 -0.21389754 0.13970651 -0.03315064 0.09085295
-0.07745976 -0.02024046 -0.10117227 -0.01100706]
[-0.12797728 -0.0638422 -0.20667507 0.14703165 0.00278419 0.13770765
0.01856323 -0.25046726 0.06044096 -0.20934474]
[-0.07234393 -0.0369106 0.27518128 0.09518907 0.1295847 -0.0608906
-0.12523901 0.12072196 0.06692689 0.02935642]
[ 0.04687306 -0.02595949 0.08453759 0.08112341 0.1063707 -0.015828
0.26501923 0.12051227 -0.04194525 -0.07285027]
[ 0.00218857 -0.16153811 -0.29262878 -0.05503874 0.24326525 -0.0883365
0.18510207 0.16420756 0.10164851 -0.03625113]
[ 0.04951589 0.00490126 -0.11955854 0.03887434 -0.07619898 0.32606926
0.25486067 0.20547938 -0.16838039 -0.06099724]
[ 0.01265493 0.00100106 0.12549964 0.11689911 -0.04556039 0.10254683
-0.18535675 -0.04040179 0.21689991 0.09207067]
[ 0.10211815 0.06552064 -0.05172177 -0.112457 -0.07784523 -0.32663007
0.11987257 0.00832517 0.13409505 0.08035914]
[-0.09490988 0.02594744 -0.01381449 0.02731933 -0.00491482 -0.20446037
-0.10199985 -0.01948021 0.01763229 0.13395687]
[-0.13288861 -0.02683587 -0.19203814 0.01161262 -0.29712385 -0.00977728
-0.04908574 -0.02264384 0.0153152 0.0801295 ]
[-0.01455045 -0.01738198 -0.06726921 -0.10689455 0.46605217 0.26908669
0.48788371 0.11424089 -0.16565442 -0.34926251]
[ 0.00340685 -0.29346694 -0.02004805 -0.04608247 0.57812149 0.09199936
0.43427273 0.09286 0.04929242 -0.34903371]
[ 0.02420013 -0.36286963 -0.03664402 -0.09023596 0.62326183 0.0180788
0.41906203 0.04967727 -0.34879765 -0.19699929]
[-0.14194989 -0.49234366 0.00320442 -0.16767668 0.65810795 -0.10171963
0.52184488 -0.08048111 -0.04051325 0.11426746]
[-0.26751778 -0.30907417 0.06474535 -0.02221292 0.84493984 0.13411883
0.33274899 0.04920503 -0.06940369 -0.10952971]
[-0.1618734 -0.17247706 0.26877342 -0.19034422 0.50111477 -0.061667
0.55635264 0.01610731 -0.21493772 0.02397422]
[-0.10088558 -0.13732064 -0.16776897 -0.06415857 0.37483894 -0.24194492
0.09214214 0.1713103 0.01861132 -0.08098307]
[ 0.12794665 0.26832152 0.17160854 -0.0678105 -0.1477811 0.04208505
-0.18331448 0.28500835 0.09130284 0.19563892]
[ 0.33695721 0.27714221 -0.08960591 0.30111646 -0.86933693 -0.28264808
-0.43586942 0.17722774 0.36677889 -0.0589076 ]
[ 0.05701377 0.16966197 0.25726457 0.26578883 -0.10186575 -0.19999794
-0.20477379 -0.13202789 -0.12856064 -0.27155532]
[ 0.03283981 -0.02642587 -0.11369989 -0.04069335 0.21285576 0.0374832
-0.03250394 -0.18357818 0.04509373 0.22218458]
[-0.00727613 -0.07322869 -0.07004943 -0.06206745 0.0228838 -0.17105685
0.11012798 0.00975643 0.02929509 -0.00233509]
[ 0.02319254 0.04968412 0.2426565 0.06662163 -0.20317303 -0.13102394
0.13273707 0.03959114 -0.19184756 0.10348836]
[ 0.0507238 -0.02490336 0.09849743 -0.02235265 -0.14493175 0.08058719
0.1261112 -0.27172994 -0.04000846 -0.11772619]
[-0.03113307 0.03340311 0.07560399 -0.05785431 0.05526584 0.19152745
0.15462906 0.11747576 -0.04244824 0.14891533]
[ 0.21229466 0.0379267 0.02494501 0.06956192 0.09329441 -0.01758187
-0.13139089 0.14782082 -0.06347477 -0.02962028]
[ 0.01993092 -0.07646319 0.00656714 0.00935549 -0.30950472 -0.11230486
-0.14616886 0.0398634 0.09628362 0.16554983]
[ 0.00305165 0.48305473 0.10100535 0.35575834 -0.9245522 -0.28941397
-0.57183344 -0.07549468 0.23971761 0.2827448 ]
[ 0.15431283 0.48502917 0.04992682 0.37958809 -0.7266831 -0.07053467
-0.40659402 0.14915946 0.17092394 0.45873308]
[ 0.25086025 0.27423142 0.24058861 0.12710792 -0.34948396 0.08686731
-0.18240456 0.16212521 0.22455525 0.06132394]
[-0.07958215 0.19878633 0.23875751 0.00606499 -0.00553938 0.13454389
-0.07845413 -0.01542849 -0.0413251 0.04190278]
[-0.09808109 -0.00937473 0.02474785 0.09102665 -0.04606109 0.1169464
0.2610304 0.02029588 -0.27655293 -0.09499216]
[-0.21505381 -0.00670187 -0.09102927 -0.33853056 0.16220817 0.11816881
0.08842154 0.10388705 -0.20335132 0.03801287]
[ 0.02501561 -0.32571485 -0.12003191 -0.14143176 0.30898873 0.01956298
0.1279114 0.15367152 -0.14914926 -0.19855802]
[ 0.14906735 -0.14148128 -0.13816223 -0.00171468 0.13640372 -0.06162502
-0.02326599 -0.14844393 0.1335636 -0.1024342 ]
[-0.123399 0.15037228 0.25564801 -0.0303562 0.18069715 0.09133259
-0.01062362 -0.29894312 -0.12862259 -0.0659477 ]
[-0.34925824 0.10454788 0.01158843 -0.02759928 0.12473454 -0.16984903
-0.05021119 0.23525262 -0.0923711 0.08214054]
[ 0.14871 0.11223326 -0.23951331 -0.09506742 0.11400608 -0.29074401
0.0065937 -0.16788948 -0.0059486 -0.19005845]
[ 0.20575309 -0.15010838 0.05850812 -0.03162077 0.07662292 -0.02824728
-0.00374241 -0.13718992 0.10372304 -0.1869062 ]
[-0.10449159 -0.02673751 0.12051592 0.10901871 0.02350321 -0.11149997
0.23443148 -0.07707881 0.18470659 -0.0027114 ]
[ 0.02231769 -0.11631427 0.21596486 -0.21580446 0.04844581 0.105195
-0.00335374 -0.11283158 0.03855237 0.25520299]]
[[ 0.51194165]
[ 1.32771655]
[ 0.25211854]
[ 0.75337101]
[-2.37486751]
[-0.27647381]
[-1.44828613]
[ 0.02879831]
[ 0.58198053]
[ 0.79808995]]
Progress: 16.8% ... Training loss: 0.317 ... Validation loss: 0.516[[ 1.57019386e-01 2.32053906e-01 -1.14783263e-01 1.00460930e-01
-5.12355201e-01 -6.72974498e-02 -7.07221132e-02 1.23937683e-01
-8.45750618e-02 1.91974586e-01]
[ 1.41615121e-02 1.67470415e-01 -2.04151190e-02 3.80561585e-02
1.02713066e-01 -5.06805198e-03 3.01625703e-01 4.11887798e-02
1.37310815e-01 -3.02065512e-02]
[ 1.90155189e-01 4.06594797e-01 2.76401235e-02 9.48240105e-02
8.97854715e-02 -5.56142971e-02 -5.01240864e-01 -3.40076265e-02
9.65384784e-02 3.35942993e-01]
[ -2.71657441e-02 -3.05721756e-01 -2.42903891e-01 1.55524631e-02
1.46772023e-02 1.67257798e-01 1.41006457e-01 5.55604110e-02
1.27831344e-02 8.71529427e-02]
[ 1.30294366e-03 1.89111031e-01 -1.44762740e-01 4.68927183e-02
7.19080910e-02 -1.80677602e-01 1.24394283e-02 -1.19783713e-01
-1.83833623e-01 3.12187859e-02]
[ -3.48833318e-01 -3.18444661e-01 -2.86515887e-01 1.50405528e-01
1.50442629e-01 4.72827298e-02 1.90500562e-02 -3.52659180e-02
-5.30093036e-03 3.15118382e-02]
[ -2.48732282e-03 -1.49726781e-01 1.01977478e-02 9.68020008e-02
-4.58156982e-02 -7.22624435e-02 1.65366356e-01 -1.89310916e-01
1.85448924e-01 3.81320258e-02]
[ 1.12429118e-01 -2.15255231e-01 3.19044291e-02 -7.00833489e-02
1.48426722e-01 -4.36099450e-02 5.54388793e-02 1.22468230e-01
6.81273525e-02 -2.23768776e-02]
[ -1.60930058e-01 -4.67827003e-02 -3.01772476e-01 -8.96340973e-03
-5.19277986e-02 6.58801712e-02 -2.44887285e-01 -2.72734159e-02
2.68024864e-01 -1.09581832e-01]
[ 6.80919312e-02 -2.21325575e-01 9.20515107e-02 3.57624777e-02
1.21596657e-01 -1.10084367e-01 2.78545859e-02 -9.83278396e-02
7.70972883e-03 1.43705147e-01]
[ -8.21907684e-02 8.42121995e-02 -3.54038438e-03 -1.63665210e-01
5.62099999e-02 2.67792072e-02 9.09649685e-02 -1.02428365e-01
-2.74819394e-02 -1.31873328e-01]
[ -9.30913858e-02 7.41102418e-04 -6.26089341e-02 1.13824094e-02
2.93446300e-01 9.40661824e-02 -3.36637836e-02 -1.47557804e-02
-1.52019526e-01 -1.84065713e-01]
[ -1.55788035e-01 6.77831875e-03 6.25355313e-02 2.34475122e-02
-1.76355731e-01 -2.20363516e-01 -1.81266486e-01 -1.96922110e-01
8.85125659e-02 1.76055402e-01]
[ -2.14518453e-01 -1.44155358e-01 1.20705305e-01 2.74180472e-01
-1.34670263e-01 -8.44702007e-02 -1.22321815e-01 -2.54912089e-01
-2.06203041e-01 9.11543611e-03]
[ 1.18150905e-01 -4.57264446e-02 -1.73777097e-02 1.19266468e-01
-1.72402560e-02 -8.46907525e-02 1.07243663e-01 4.29758904e-03
3.25123924e-02 2.38949145e-02]
[ 3.27504461e-02 -4.52172290e-02 -2.13467135e-01 1.40951449e-01
-3.65515410e-02 9.03845492e-02 -7.98606908e-02 -2.01901997e-02
-1.00177998e-01 -9.69676774e-03]
[ -1.28012829e-01 -6.38831456e-02 -2.06672547e-01 1.47006303e-01
2.90969726e-03 1.37729091e-01 1.87756558e-02 -2.50470046e-01
6.04342076e-02 -2.09453414e-01]
[ -7.24672773e-02 -3.72330097e-02 2.75133976e-01 9.50246421e-02
1.30079750e-01 -6.07935691e-02 -1.24846743e-01 1.20714620e-01
6.68136092e-02 2.92493535e-02]
[ 4.62488806e-02 -2.76946341e-02 8.42077939e-02 8.01439367e-02
1.09350588e-01 -1.54601817e-02 2.66695317e-01 1.20475386e-01
-4.26141047e-02 -7.38634912e-02]
[ 1.91203040e-03 -1.62194927e-01 -2.92763123e-01 -5.54408008e-02
2.44384923e-01 -8.81907771e-02 1.85941973e-01 1.64193594e-01
1.01327940e-01 -3.66294138e-02]
[ 4.85183319e-02 2.34020439e-03 -1.20069544e-01 3.73254362e-02
-7.15233943e-02 3.26627049e-01 2.57618797e-01 2.05421015e-01
-1.69553630e-01 -6.24865749e-02]
[ 1.21873505e-02 -4.05655178e-05 1.25299906e-01 1.16280096e-01
-4.38630532e-02 1.02770123e-01 -1.84129715e-01 -4.04255258e-02
2.16474358e-01 9.12672856e-02]
[ 1.03068441e-01 6.79690040e-02 -5.12673348e-02 -1.11056952e-01
-8.22608306e-02 -3.27119365e-01 1.17233437e-01 8.37799877e-03
1.35160546e-01 8.17028858e-02]
[ -9.48120623e-02 2.61599707e-02 -1.37684262e-02 2.74482978e-02
-5.14070677e-03 -2.04514702e-01 -1.02246856e-01 -1.94750651e-02
1.76973877e-02 1.34072378e-01]
[ -1.32900662e-01 -2.67228070e-02 -1.92041782e-01 1.16067237e-02
-2.97169327e-01 -9.76890351e-03 -4.90481857e-02 -2.26438615e-02
1.53521075e-02 8.01416711e-02]
[ -1.46005257e-02 -1.75410888e-02 -6.72984581e-02 -1.06976838e-01
4.66302470e-01 2.69111758e-01 4.88075203e-01 1.14237727e-01
-1.65712876e-01 -3.49353799e-01]
[ 3.42088709e-03 -2.93716424e-01 -2.00439798e-02 -4.60553952e-02
5.78033974e-01 9.19912778e-02 4.34446633e-01 9.28613112e-02
4.93156142e-02 -3.49079412e-01]
[ 2.37380297e-02 -3.64099508e-01 -3.68673551e-02 -9.08951275e-02
6.25284442e-01 1.83146154e-02 4.20321078e-01 4.96521485e-02
-3.49305513e-01 -1.97715242e-01]
[ -1.42014071e-01 -4.92539900e-01 3.17635127e-03 -1.67758403e-01
6.58433159e-01 -1.01687805e-01 5.22031657e-01 -8.04843130e-02
-4.05676307e-02 1.14171551e-01]
[ -2.67671171e-01 -3.09496635e-01 6.46750177e-02 -2.24294547e-02
8.45573528e-01 1.34192367e-01 3.33190904e-01 4.91969942e-02
-6.95657063e-02 -1.09709314e-01]
[ -1.62239551e-01 -1.73438974e-01 2.68588956e-01 -1.90903995e-01
5.02843737e-01 -6.14680724e-02 5.57497496e-01 1.60867983e-02
-2.15334662e-01 2.33734518e-02]
[ -1.01252795e-01 -1.38180728e-01 -1.67947181e-01 -6.46981224e-02
3.76486376e-01 -2.41751049e-01 9.31737473e-02 1.71289861e-01
1.82005693e-02 -8.14730850e-02]
[ 1.28168288e-01 2.68932190e-01 1.71738523e-01 -6.73912357e-02
-1.49064031e-01 4.19283363e-02 -1.84073071e-01 2.85022058e-01
9.16005668e-02 1.96028906e-01]
[ 3.36122374e-01 2.75111920e-01 -9.00123669e-02 2.99927188e-01
-8.65484765e-01 -2.82148116e-01 -4.33374377e-01 1.77179581e-01
3.65851621e-01 -6.01819024e-02]
[ 5.72774675e-02 1.70297739e-01 2.57394801e-01 2.66175802e-01
-1.03066798e-01 -2.00140833e-01 -2.05504207e-01 -1.32013444e-01
-1.28256826e-01 -2.71157685e-01]
[ 3.23767051e-02 -2.77354054e-02 -1.13947556e-01 -4.14626938e-02
2.15159251e-01 3.77613814e-02 -3.11281349e-02 -1.83607207e-01
4.45172547e-02 2.21436086e-01]
[ -6.44056303e-03 -7.10605487e-02 -6.96468674e-02 -6.08380469e-02
1.88190721e-02 -1.71460945e-01 1.07809739e-01 9.80441345e-03
3.02505282e-02 -1.15036500e-03]
[ 2.26828292e-02 4.84387194e-02 2.42419439e-01 6.58456279e-02
-2.00763686e-01 -1.30749700e-01 1.34149924e-01 3.95611013e-02
-1.92449636e-01 1.02727023e-01]
[ 5.02619534e-02 -2.61482375e-02 9.82581565e-02 -2.31103383e-02
-1.42561908e-01 8.08583498e-02 1.27437106e-01 -2.71757530e-01
-4.05668774e-02 -1.18492604e-01]
[ -3.10810944e-02 3.35201817e-02 7.56298257e-02 -5.77648979e-02
5.49851662e-02 1.91496073e-01 1.54482263e-01 1.17479182e-01
-4.23791016e-02 1.48983307e-01]
[ 2.12556343e-01 3.86775485e-02 2.50792724e-02 7.00011309e-02
9.20854348e-02 -1.77354075e-02 -1.32053300e-01 1.47837045e-01
-6.31597408e-02 -2.92085599e-02]
[ 2.05659813e-02 -7.48644071e-02 6.89959313e-03 1.03153040e-02
-3.12221294e-01 -1.12654261e-01 -1.47840404e-01 3.99007486e-02
9.70051919e-02 1.66362560e-01]
[ 2.87013282e-03 4.82637049e-01 1.00918428e-01 3.55472350e-01
-9.23873390e-01 -2.89307714e-01 -5.71476250e-01 -7.55056457e-02
2.39524989e-01 2.82502615e-01]
[ 1.54498137e-01 4.85603147e-01 5.00327082e-02 3.79857139e-01
-7.27352998e-01 -7.06322828e-02 -4.07141580e-01 1.49171036e-01
1.71167761e-01 4.59025012e-01]
[ 2.50709691e-01 2.73820169e-01 2.40509888e-01 1.26898873e-01
-3.48722652e-01 8.69427029e-02 -1.81988925e-01 1.62117012e-01
2.24394883e-01 6.10921607e-02]
[ -7.93407748e-02 1.99398374e-01 2.38868494e-01 6.41807993e-03
-6.62204822e-03 1.34416219e-01 -7.91529940e-02 -1.54155250e-02
-4.10496398e-02 4.22677700e-02]
[ -9.82650624e-02 -9.85277024e-03 2.46575618e-02 9.07601621e-02
-4.52178357e-02 1.17042223e-01 2.61541675e-01 2.02857113e-02
-2.76749977e-01 -9.52712352e-02]
[ -2.15132482e-01 -6.93124103e-03 -9.10782968e-02 -3.38682748e-01
1.62685679e-01 1.18220415e-01 8.86917474e-02 1.03881288e-01
-2.03454782e-01 3.78562930e-02]
[ 2.46963241e-02 -3.26609282e-01 -1.20193805e-01 -1.41927068e-01
3.10526875e-01 1.97437173e-02 1.28825483e-01 1.53653269e-01
-1.49534125e-01 -1.99037380e-01]
[ 1.48296410e-01 -1.43260974e-01 -1.38491476e-01 -2.72914234e-03
1.39414694e-01 -6.11872597e-02 -2.10824917e-02 -1.48484996e-01
1.32778202e-01 -1.03610778e-01]
[ -1.24246529e-01 1.48189793e-01 2.55200571e-01 -3.16804492e-02
1.84742368e-01 9.18105272e-02 -8.21243916e-03 -2.98993257e-01
-1.29649675e-01 -6.72523999e-02]
[ -3.50137955e-01 1.02307086e-01 1.11556362e-02 -2.89512124e-02
1.28755809e-01 -1.69380815e-01 -4.78604711e-02 2.35201935e-01
-9.34040091e-02 8.07652614e-02]
[ 1.48904653e-01 1.12526768e-01 -2.39406485e-01 -9.47669783e-02
1.13146721e-01 -2.90861599e-01 6.36234406e-03 -1.67877648e-01
-5.68193274e-03 -1.89852701e-01]
[ 2.06280501e-01 -1.49073437e-01 5.87483151e-02 -3.09222874e-02
7.51252570e-02 -2.84963764e-02 -5.11700094e-03 -1.37161850e-01
1.04264916e-01 -1.86196172e-01]
[ -1.04774633e-01 -2.74932072e-02 1.20386963e-01 1.08622620e-01
2.48399540e-02 -1.11345669e-01 2.35262029e-01 -7.70942873e-02
1.84405464e-01 -3.14373362e-03]
[ 2.24405794e-02 -1.15956812e-01 2.16021559e-01 -2.15583729e-01
4.76357123e-02 1.05144509e-01 -3.55055160e-03 -1.12823754e-01
3.88025419e-02 2.55339042e-01]]
[[ 0.50484101]
[ 1.32251386]
[ 0.2436613 ]
[ 0.74389343]
[-2.38459524]
[-0.28551142]
[-1.4566981 ]
[ 0.02038235]
[ 0.57413982]
[ 0.78935303]]
Progress: 16.8% ... Training loss: 0.320 ... Validation loss: 0.518[[ 1.59222717e-01 2.36865829e-01 -1.13660140e-01 1.03727796e-01
-5.20322316e-01 -6.83865892e-02 -7.52669846e-02 1.24027681e-01
-8.20630493e-02 1.95091084e-01]
[ 1.44863642e-02 1.68209845e-01 -2.02653873e-02 3.85322232e-02
1.01394154e-01 -5.25189559e-03 3.00695030e-01 4.12019189e-02
1.37669420e-01 -2.97001066e-02]
[ 1.91055306e-01 4.08038014e-01 2.80622568e-02 9.59699836e-02
8.73008999e-02 -5.59287640e-02 -5.01739601e-01 -3.39728402e-02
9.74466429e-02 3.36928674e-01]
[ -2.96747480e-02 -3.11936045e-01 -2.44101299e-01 1.18333692e-02
2.51972360e-02 1.68588883e-01 1.47121131e-01 5.54556125e-02
9.83724042e-03 8.33836643e-02]
[ -6.32198822e-04 1.84093597e-01 -1.45614862e-01 4.39915639e-02
8.11296818e-02 -1.79503975e-01 1.84635776e-02 -1.19859366e-01
-1.85881465e-01 2.81128822e-02]
[ -3.48805723e-01 -3.18462056e-01 -2.86465856e-01 1.50593715e-01
1.50173661e-01 4.72062078e-02 1.90131542e-02 -3.52613514e-02
-5.17742945e-03 3.16685364e-02]
[ -9.58236323e-04 -1.46424929e-01 1.09215908e-02 9.89893226e-02
-5.17199895e-02 -7.30688522e-02 1.61447154e-01 -1.89249153e-01
1.87198697e-01 4.05286768e-02]
[ 1.12335286e-01 -2.15649171e-01 3.18498161e-02 -7.02428287e-02
1.49323528e-01 -4.35481505e-02 5.60523344e-02 1.22462102e-01
6.79322116e-02 -2.26080380e-02]
[ -1.59805598e-01 -4.49304187e-02 -3.01158748e-01 -7.24686308e-03
-5.59247046e-02 6.53457217e-02 -2.46747250e-01 -2.72239659e-02
2.69311815e-01 -1.07968268e-01]
[ 7.14552520e-02 -2.14290565e-01 9.37334662e-02 4.08386382e-02
1.07914418e-01 -1.11866698e-01 2.03197135e-02 -9.81888517e-02
1.15671364e-02 1.48941929e-01]
[ -8.24822837e-02 8.31923568e-02 -3.66811433e-03 -1.64135871e-01
5.85409617e-02 2.69479171e-02 9.19418100e-02 -1.02438613e-01
-2.78535186e-02 -1.32442779e-01]
[ -9.35758811e-02 -5.31265984e-04 -6.28301710e-02 1.07094855e-02
2.95524218e-01 9.43242177e-02 -3.23083669e-02 -1.47748697e-02
-1.52540270e-01 -1.84797292e-01]
[ -1.55788035e-01 6.77831875e-03 6.25355313e-02 2.34475122e-02
-1.76355731e-01 -2.20363516e-01 -1.81266486e-01 -1.96922110e-01
8.85125659e-02 1.76055402e-01]
[ -2.14262697e-01 -1.43564870e-01 1.20850309e-01 2.74640123e-01
-1.35942945e-01 -8.46432458e-02 -1.23054114e-01 -2.54900144e-01
-2.05875678e-01 9.58136905e-03]
[ 1.18172001e-01 -4.56889353e-02 -1.73710837e-02 1.19301176e-01
-1.73493272e-02 -8.47086827e-02 1.07206278e-01 4.29896451e-03
3.25438860e-02 2.39271545e-02]
[ 3.23393144e-02 -4.62967045e-02 -2.13658476e-01 1.40387159e-01
-3.45740546e-02 9.05861558e-02 -7.86322011e-02 -2.02057820e-02
-1.00608061e-01 -1.03127800e-02]
[ -1.27276030e-01 -6.20600953e-02 -2.06310762e-01 1.48024034e-01
2.74876381e-04 1.37344715e-01 1.68313566e-02 -2.50442015e-01
6.12448344e-02 -2.08271734e-01]
[ -7.19319680e-02 -3.63524001e-02 2.75375667e-01 9.57450909e-02
1.28248887e-01 -6.10472331e-02 -1.26058084e-01 1.20735696e-01
6.73958486e-02 3.00901154e-02]
[ 4.66657610e-02 -2.66759789e-02 8.44138428e-02 8.08372062e-02
1.07110629e-01 -1.57069209e-02 2.65443108e-01 1.20494478e-01
-4.20765546e-02 -7.32352138e-02]
[ 2.91494331e-03 -1.59616279e-01 -2.92259889e-01 -5.38909594e-02
2.39974830e-01 -8.87848004e-02 1.83353445e-01 1.64234039e-01
1.02446806e-01 -3.50966486e-02]
[ 4.81481789e-02 1.34345238e-03 -1.20251325e-01 3.67535657e-02
-6.96865283e-02 3.26843772e-01 2.58711917e-01 2.05405332e-01
-1.70000022e-01 -6.30955363e-02]
[ 1.18564135e-02 -1.57431191e-03 1.25127349e-01 1.15660783e-01
-4.16222953e-02 1.03028111e-01 -1.82207107e-01 -4.04405167e-02
2.16049070e-01 9.06164940e-02]
[ 1.04357464e-01 7.09393558e-02 -5.05981592e-02 -1.09069713e-01
-8.75637028e-02 -3.27770179e-01 1.14058009e-01 8.43265902e-03
1.36598521e-01 8.36429231e-02]
[ -9.51795886e-02 2.51109889e-02 -1.39398999e-02 2.69424490e-02
-3.53260784e-03 -2.04324065e-01 -1.01300232e-01 -1.94890589e-02
1.73200890e-02 1.33534092e-01]
[ -1.33091381e-01 -2.72203650e-02 -1.92125205e-01 1.13377321e-02
-2.96305535e-01 -9.67085170e-03 -4.85001512e-02 -2.26505846e-02
1.51501200e-02 7.98697799e-02]
[ -1.43827291e-02 -1.70838566e-02 -6.71924229e-02 -1.06647244e-01
4.65449162e-01 2.68980091e-01 4.87498186e-01 1.14246802e-01
-1.65452156e-01 -3.49014366e-01]
[ 3.30534781e-03 -2.94249765e-01 -2.01149369e-02 -4.62768743e-02
5.78731985e-01 9.20764929e-02 4.34920610e-01 9.28551792e-02
4.91411770e-02 -3.49300352e-01]
[ 2.36070463e-02 -3.64520793e-01 -3.69249671e-02 -9.10836022e-02
6.25926176e-01 1.83851855e-02 4.20665072e-01 4.96469042e-02
-3.49448555e-01 -1.97920915e-01]
[ -1.42093930e-01 -4.92780518e-01 3.13674871e-03 -1.67862731e-01
6.58781767e-01 -1.01647374e-01 5.22305974e-01 -8.04872540e-02
-4.06370884e-02 1.14084479e-01]
[ -2.67482940e-01 -3.09026080e-01 6.47872581e-02 -2.20908037e-02
8.44741741e-01 1.34061910e-01 3.32639357e-01 4.92055726e-02
-6.93283131e-02 -1.09364100e-01]
[ -1.62121400e-01 -1.73238004e-01 2.68645797e-01 -1.90729182e-01
5.02327877e-01 -6.15361953e-02 5.57219704e-01 1.60916573e-02
-2.15199456e-01 2.35600418e-02]
[ -1.01118157e-01 -1.37945831e-01 -1.67876398e-01 -6.44786669e-02
3.75799939e-01 -2.41832133e-01 9.28121582e-02 1.71295831e-01
1.83680418e-02 -8.12641157e-02]
[ 1.28254170e-01 2.69211471e-01 1.71784306e-01 -6.72528753e-02
-1.49479226e-01 4.18794288e-02 -1.84341063e-01 2.85025652e-01
9.16920879e-02 1.96245601e-01]
[ 3.37086813e-01 2.77703494e-01 -8.95281140e-02 3.01386284e-01
-8.69819127e-01 -2.82675233e-01 -4.36112105e-01 1.77218687e-01
3.66910308e-01 -5.86892762e-02]
[ 5.68630478e-02 1.69205662e-01 2.57179646e-01 2.65537380e-01
-1.00993274e-01 -1.99892663e-01 -2.04316129e-01 -1.32031251e-01
-1.28745029e-01 -2.71841488e-01]
[ 3.19688479e-02 -2.88347527e-02 -1.14144946e-01 -4.20669047e-02
2.17042854e-01 3.79827024e-02 -3.00106184e-02 -1.83623062e-01
4.40769205e-02 2.20819525e-01]
[ -6.58406688e-03 -7.15002079e-02 -6.97218657e-02 -6.10715807e-02
1.94587684e-02 -1.71349900e-01 1.08305842e-01 9.79746326e-03
3.00846125e-02 -1.35370693e-03]
[ 2.29898261e-02 4.93224781e-02 2.42565381e-01 6.63426005e-02
-2.02396887e-01 -1.30946484e-01 1.33224180e-01 3.95753407e-02
-1.92097102e-01 1.03220434e-01]
[ 4.99870846e-02 -2.68647009e-02 9.81368382e-02 -2.35120942e-02
-1.41262120e-01 8.10068043e-02 1.28229662e-01 -2.71767831e-01
-4.08704690e-02 -1.18912960e-01]
[ -3.15407276e-02 3.22239975e-02 7.53985959e-02 -5.84477846e-02
5.71220272e-02 1.91758754e-01 1.55786603e-01 1.17460509e-01
-4.28594153e-02 1.48224628e-01]
[ 2.12612763e-01 3.88868062e-02 2.51231370e-02 7.01320061e-02
9.17084401e-02 -1.77596512e-02 -1.32272577e-01 1.47840266e-01
-6.30573935e-02 -2.91264841e-02]
[ 2.02740228e-02 -7.56550887e-02 6.74527278e-03 9.85497501e-03
-3.10738709e-01 -1.12489697e-01 -1.47050258e-01 3.98881145e-02
9.66488323e-02 1.65906416e-01]
[ 5.65145126e-03 4.88696234e-01 1.02309524e-01 3.59513784e-01
-9.34396226e-01 -2.90749952e-01 -5.77248278e-01 -7.53920985e-02
2.42589635e-01 2.86643309e-01]
[ 1.54213920e-01 4.84844616e-01 4.98965619e-02 3.79457605e-01
-7.26095935e-01 -7.04764016e-02 -4.06427246e-01 1.49159567e-01
1.70877165e-01 4.58605842e-01]
[ 2.50696248e-01 2.73753717e-01 2.40499921e-01 1.26871805e-01
-3.48634008e-01 8.69531788e-02 -1.81974908e-01 1.62116092e-01
2.24388018e-01 6.10733913e-02]
[ -7.88615278e-02 2.00650880e-01 2.39109251e-01 7.16256562e-03
-8.80920546e-03 1.34128827e-01 -8.05742470e-02 -1.53938563e-02
-4.04909989e-02 4.30178814e-02]
[ -9.81544950e-02 -9.59554407e-03 2.47122360e-02 9.09318066e-02
-4.57764266e-02 1.16979436e-01 2.61216107e-01 2.02903243e-02
-2.76619181e-01 -9.50931336e-02]
[ -2.15501214e-01 -7.91607396e-03 -9.12513426e-02 -3.39226029e-01
1.64400023e-01 1.18421779e-01 8.97546692e-02 1.03866137e-01
-2.03873413e-01 3.72441199e-02]
[ 2.48249630e-02 -3.26323453e-01 -1.20131342e-01 -1.41734570e-01
3.09904782e-01 1.96687612e-02 1.28488102e-01 1.53658528e-01
-1.49391257e-01 -1.98832868e-01]
[ 1.48185585e-01 -1.43618139e-01 -1.38540388e-01 -2.81470026e-03
1.39795319e-01 -6.11298625e-02 -2.08800368e-02 -1.48488139e-01
1.32673927e-01 -1.03777500e-01]
[ -1.23552952e-01 1.49681430e-01 2.55526137e-01 -3.06483341e-02
1.82056503e-01 9.14118860e-02 -9.83985312e-03 -2.98964528e-01
-1.28925307e-01 -6.61993119e-02]
[ -3.49629697e-01 1.03544093e-01 1.14057180e-02 -2.82017292e-02
1.26792250e-01 -1.69657445e-01 -4.91687008e-02 2.35221641e-01
-9.28175873e-02 8.14562576e-02]
[ 1.49561444e-01 1.13353875e-01 -2.39083276e-01 -9.38956992e-02
1.10886386e-01 -2.91144038e-01 5.44007534e-03 -1.67851959e-01
-4.99160404e-03 -1.88876713e-01]
[ 2.07294110e-01 -1.46806025e-01 5.92864584e-02 -2.93936727e-02
7.17673577e-02 -2.90367064e-02 -7.20696023e-03 -1.37117186e-01
1.05409561e-01 -1.84612955e-01]
[ -1.05472631e-01 -2.92397042e-02 1.20079226e-01 1.07614873e-01
2.80838877e-02 -1.10979401e-01 2.37197279e-01 -7.71236091e-02
1.83659552e-01 -4.14318245e-03]
[ 2.29644776e-02 -1.14933514e-01 2.16274195e-01 -2.14739340e-01
4.50054510e-02 1.04863298e-01 -4.94299920e-03 -1.12800425e-01
3.94720499e-02 2.56137678e-01]]
[[ 0.51839566]
[ 1.33737213]
[ 0.2569366 ]
[ 0.75821946]
[-2.37981204]
[-0.27888213]
[-1.4494436 ]
[ 0.03078625]
[ 0.58973255]
[ 0.80319919]]
Progress: 16.9% ... Training loss: 0.317 ... Validation loss: 0.512[[ 1.59215838e-01 2.36873764e-01 -1.13685004e-01 1.03548495e-01
-5.18936410e-01 -6.83250056e-02 -7.47932167e-02 1.24033270e-01
-8.21076884e-02 1.94858109e-01]
[ 1.42944128e-02 1.67682791e-01 -2.03593369e-02 3.82571243e-02
1.02239133e-01 -5.14833745e-03 3.01253934e-01 4.11906460e-02
1.37448385e-01 -2.99872744e-02]
[ 1.90663236e-01 4.07276810e-01 2.77993485e-02 9.48565068e-02
9.10988450e-02 -5.54896835e-02 -4.99863162e-01 -3.40047908e-02
9.66930310e-02 3.35690021e-01]
[ -2.78369518e-02 -3.07490040e-01 -2.43197363e-01 1.47755188e-02
1.69416421e-02 1.67537252e-01 1.41334692e-01 5.55555782e-02
1.20935552e-02 8.65273588e-02]
[ 5.15264116e-04 1.87717461e-01 -1.44931219e-01 4.58695714e-02
7.51729541e-02 -1.80195298e-01 1.48566142e-02 -1.19769465e-01
-1.84575939e-01 2.99052917e-02]
[ -3.48883922e-01 -3.18856605e-01 -2.86464621e-01 1.50600285e-01
1.50257273e-01 4.71975588e-02 1.92995236e-02 -3.52624055e-02
-5.18792004e-03 3.16227904e-02]
[ -1.40345885e-03 -1.47495329e-01 1.07032330e-02 9.82959552e-02
-4.87952136e-02 -7.28249333e-02 1.62782245e-01 -1.89267507e-01
1.86729548e-01 3.99368010e-02]
[ 1.12907395e-01 -2.14379239e-01 3.21247054e-02 -6.95783655e-02
1.47250535e-01 -4.37570423e-02 5.50949621e-02 1.22491781e-01
6.85073147e-02 -2.21666715e-02]
[ -1.60387872e-01 -4.63763624e-02 -3.01465163e-01 -8.12554699e-03
-5.30562743e-02 6.56611335e-02 -2.44920301e-01 -2.72604589e-02
2.68650279e-01 -1.08930725e-01]
[ 7.07012679e-02 -2.16576219e-01 9.33567811e-02 3.95017935e-02
1.12925263e-01 -1.11347758e-01 2.33783194e-02 -9.82354523e-02
1.06889466e-02 1.47369213e-01]
[ -8.22314444e-02 8.39691230e-02 -3.51583565e-03 -1.63674895e-01
5.71892980e-02 2.67600452e-02 9.12892085e-02 -1.02416616e-01
-2.74763209e-02 -1.31954489e-01]
[ -9.36063225e-02 -6.63339548e-04 -6.28544130e-02 1.06843374e-02
2.95668862e-01 9.43349391e-02 -3.22233344e-02 -1.47764889e-02
-1.52605350e-01 -1.84871577e-01]
[ -1.55788035e-01 6.77831875e-03 6.25355313e-02 2.34475122e-02
-1.76355731e-01 -2.20363516e-01 -1.81266486e-01 -1.96922110e-01
8.85125659e-02 1.76055402e-01]
[ -2.14347285e-01 -1.43870858e-01 1.20828469e-01 2.74579809e-01
-1.35788396e-01 -8.46164286e-02 -1.22796886e-01 -2.54903478e-01
-2.05949373e-01 9.49131183e-03]
[ 1.18292149e-01 -4.54122541e-02 -1.73066217e-02 1.19509992e-01
-1.79723540e-02 -8.47825634e-02 1.06886265e-01 4.30673261e-03
3.27037587e-02 2.41083282e-02]
[ 3.27492465e-02 -4.52575270e-02 -2.13433165e-01 1.41054477e-01
-3.58862203e-02 9.03155991e-02 -7.98804386e-02 -2.01771094e-02
-1.00102140e-01 -9.55089793e-03]
[ -1.27516877e-01 -6.24803354e-02 -2.06425242e-01 1.47703914e-01
9.84787308e-04 1.37432759e-01 1.76221539e-02 -2.50451171e-01
6.10066212e-02 -2.08636608e-01]
[ -7.21191920e-02 -3.70264715e-02 2.75281386e-01 9.53802596e-02
1.29772623e-01 -6.08782372e-02 -1.25339179e-01 1.20725618e-01
6.71757682e-02 2.98368289e-02]
[ 4.62396733e-02 -2.76982951e-02 8.42046834e-02 8.01822410e-02
1.09141994e-01 -1.54714808e-02 2.66567118e-01 1.20466963e-01
-4.25722746e-02 -7.38886897e-02]
[ 3.55252127e-03 -1.58345554e-01 -2.91936224e-01 -5.29894281e-02
2.37301397e-01 -8.90684370e-02 1.82102000e-01 1.64271708e-01
1.03161426e-01 -3.43327551e-02]
[ 4.81301353e-02 1.43812104e-03 -1.20251735e-01 3.67267370e-02
-6.97323083e-02 3.26864537e-01 2.58633169e-01 2.05403547e-01
-1.70064746e-01 -6.31235635e-02]
[ 1.12924114e-02 -3.01295596e-03 1.24818654e-01 1.14704508e-01
-3.87069218e-02 1.03345804e-01 -1.80441675e-01 -4.04761172e-02
2.15436355e-01 8.95000499e-02]
[ 1.04860138e-01 7.21523737e-02 -5.03613515e-02 -1.08334065e-01
-8.96094855e-02 -3.28021440e-01 1.12823937e-01 8.46134213e-03
1.37131247e-01 8.43773677e-02]
[ -9.55055795e-02 2.41902696e-02 -1.41065396e-02 2.64464975e-02
-1.99912509e-03 -2.04157511e-01 -1.00354680e-01 -1.95088696e-02
1.69364091e-02 1.33008339e-01]
[ -1.33448516e-01 -2.79736180e-02 -1.92308594e-01 1.08026865e-02
-2.94669939e-01 -9.47403692e-03 -4.74785223e-02 -2.26723207e-02
1.47597356e-02 7.93015914e-02]
[ -1.45619012e-02 -1.75879924e-02 -6.72790730e-02 -1.06906280e-01
4.66269035e-01 2.69077561e-01 4.88070388e-01 1.14236154e-01
-1.65646314e-01 -3.49295631e-01]
[ 3.48372890e-03 -2.93922848e-01 -2.00293671e-02 -4.59848633e-02
5.77911104e-01 9.19649058e-02 4.34519852e-01 9.28670237e-02
4.93868439e-02 -3.49041488e-01]
[ 2.28917523e-02 -3.66316560e-01 -3.73037784e-02 -9.22098236e-02
6.29351522e-01 1.87931559e-02 4.22770810e-01 4.96013171e-02
-3.50304072e-01 -1.99071142e-01]
[ -1.42449808e-01 -4.93605038e-01 2.96037131e-03 -1.68385854e-01
6.60380146e-01 -1.01455793e-01 5.23138677e-01 -8.05082735e-02
-4.10346178e-02 1.13570603e-01]
[ -2.67492533e-01 -3.09091422e-01 6.47970700e-02 -2.20573413e-02
8.44656031e-01 1.34045699e-01 3.32655488e-01 4.92068393e-02
-6.92946522e-02 -1.09329449e-01]
[ -1.62484634e-01 -1.74097843e-01 2.68458869e-01 -1.91282912e-01
5.03959600e-01 -6.13332378e-02 5.58265482e-01 1.60692471e-02
-2.15613679e-01 2.30149279e-02]
[ -1.01524899e-01 -1.38958191e-01 -1.68054705e-01 -6.50252689e-02
3.77525898e-01 -2.41656877e-01 9.39091972e-02 1.71273863e-01
1.79299766e-02 -8.18487387e-02]
[ 1.28406034e-01 2.69768255e-01 1.71868180e-01 -6.69932566e-02
-1.50316830e-01 4.17869993e-02 -1.84762686e-01 2.85035681e-01
9.18865301e-02 1.96498535e-01]
[ 3.37082274e-01 2.77550455e-01 -8.95241190e-02 3.01313334e-01
-8.68680938e-01 -2.82615630e-01 -4.36199970e-01 1.77216100e-01
3.66916155e-01 -5.87300686e-02]
[ 5.69836472e-02 1.69501662e-01 2.57247166e-01 2.65706867e-01
-1.01526857e-01 -1.99955696e-01 -2.04654257e-01 -1.32024308e-01
-1.28611681e-01 -2.71672255e-01]
[ 3.20856807e-02 -2.86510984e-02 -1.14082161e-01 -4.18759622e-02
2.16459442e-01 3.79159171e-02 -3.02795578e-02 -1.83616225e-01
4.42228003e-02 2.21020143e-01]
[ -6.45646819e-03 -7.12737259e-02 -6.96647291e-02 -6.08982051e-02
1.89180222e-02 -1.71420120e-01 1.08021910e-01 9.80335907e-03
3.02224456e-02 -1.16492121e-03]
[ 2.34059817e-02 5.03665462e-02 2.42777531e-01 6.69456347e-02
-2.04327319e-01 -1.31153564e-01 1.32046870e-01 3.95995616e-02
-1.91626287e-01 1.03829357e-01]
[ 5.00789049e-02 -2.64014646e-02 9.81713788e-02 -2.33297621e-02
-1.41891419e-01 8.09254610e-02 1.27797064e-01 -2.71759662e-01
-4.07595469e-02 -1.18693547e-01]
[ -3.17832015e-02 3.16732616e-02 7.52847292e-02 -5.88225476e-02
5.83371421e-02 1.91888500e-01 1.56508764e-01 1.17444669e-01
-4.31501214e-02 1.47877067e-01]
[ 2.12991375e-01 3.98744492e-02 2.53197649e-02 7.07124026e-02
8.99295129e-02 -1.79714074e-02 -1.33354623e-01 1.47863295e-01
-6.26092222e-02 -2.85172352e-02]
[ 1.99587297e-02 -7.64589630e-02 6.58399673e-03 9.38662977e-03
-3.09265933e-01 -1.12329733e-01 -1.46138670e-01 3.98696621e-02
9.62789748e-02 1.65413879e-01]
[ 6.88160984e-03 4.91280045e-01 1.02889427e-01 3.61175044e-01
-9.39257421e-01 -2.91296564e-01 -5.79771573e-01 -7.53194464e-02
2.43897374e-01 2.88209043e-01]
[ 1.54543820e-01 4.85620360e-01 5.00759629e-02 3.79904764e-01
-7.27451535e-01 -7.06625346e-02 -4.07247910e-01 1.49181759e-01
1.71279777e-01 4.58951996e-01]
[ 2.50539513e-01 2.73398959e-01 2.40434841e-01 1.26683834e-01
-3.48147433e-01 8.70233556e-02 -1.81551285e-01 1.62107986e-01
2.24214044e-01 6.08806522e-02]
[ -7.86942792e-02 2.01246200e-01 2.39189133e-01 7.41825369e-03
-9.63490307e-03 1.34028995e-01 -8.10576974e-02 -1.53793594e-02
-4.02799202e-02 4.32465524e-02]
[ -9.85170937e-02 -1.04011000e-02 2.45237596e-02 9.03783529e-02
-4.40611370e-02 1.17180993e-01 2.62185188e-01 2.02674458e-02
-2.77053501e-01 -9.56873968e-02]
[ -2.15709756e-01 -8.48296690e-03 -9.13572171e-02 -3.39540028e-01
1.65404429e-01 1.18538896e-01 9.03719077e-02 1.03853258e-01
-2.04118556e-01 3.69427737e-02]
[ 2.43023003e-02 -3.27707256e-01 -1.20391543e-01 -1.42504161e-01
3.12258065e-01 1.99501721e-02 1.29986466e-01 1.53627102e-01
-1.49991852e-01 -1.99630467e-01]
[ 1.47502099e-01 -1.45330381e-01 -1.38924660e-01 -3.86829834e-03
1.43152860e-01 -6.06995033e-02 -1.89962851e-02 -1.48534359e-01
1.31921434e-01 -1.04908163e-01]
[ -1.23938174e-01 1.48836889e-01 2.55352825e-01 -3.11790435e-02
1.83887660e-01 9.16041759e-02 -8.66705896e-03 -2.98983315e-01
-1.29377425e-01 -6.67816628e-02]
[ -3.49457446e-01 1.03712095e-01 1.15294303e-02 -2.79097943e-02
1.26161921e-01 -1.69736875e-01 -4.92185630e-02 2.35234932e-01
-9.25648644e-02 8.15564678e-02]
[ 1.48524562e-01 1.10581493e-01 -2.39594205e-01 -9.54537160e-02
1.15523077e-01 -2.90622955e-01 8.46037435e-03 -1.67914123e-01
-6.18430921e-03 -1.90529708e-01]
[ 2.07925018e-01 -1.45033451e-01 5.96154789e-02 -2.84319264e-02
6.95098683e-02 -2.93772892e-02 -8.95479541e-03 -1.37075365e-01
1.06130325e-01 -1.83483545e-01]
[ -1.05206023e-01 -2.86922254e-02 1.20174902e-01 1.07836612e-01
2.76944318e-02 -1.11091321e-01 2.36648683e-01 -7.71069358e-02
1.83897876e-01 -3.96571547e-03]
[ 2.34667140e-02 -1.13733366e-01 2.16545652e-01 -2.13973453e-01
4.22611617e-02 1.04593288e-01 -6.18251385e-03 -1.12771263e-01
4.00914824e-02 2.56937887e-01]]
[[ 0.51722496]
[ 1.33737771]
[ 0.2550251 ]
[ 0.7576666 ]
[-2.38593969]
[-0.28083558]
[-1.45267562]
[ 0.02959051]
[ 0.58863803]
[ 0.80305285]]
Progress: 16.9% ... Training loss: 0.316 ... Validation loss: 0.512[[ 1.59526366e-01 2.37889022e-01 -1.13484731e-01 1.04175224e-01
-5.21155473e-01 -6.85527494e-02 -7.54454493e-02 1.24062907e-01
-8.15780334e-02 1.95476681e-01]
[ 1.38360734e-02 1.66545506e-01 -2.05663382e-02 3.76140054e-02
1.04345993e-01 -4.89950930e-03 3.02511151e-01 4.11650303e-02
1.36954030e-01 -3.06735986e-02]
[ 1.92169416e-01 4.12071090e-01 2.85984548e-02 9.69462808e-02
8.44662598e-02 -5.61471300e-02 -5.04450233e-01 -3.39131582e-02
9.84882136e-02 3.38035067e-01]
[ -2.77511648e-02 -3.07484768e-01 -2.43332586e-01 1.46640896e-02
1.78126573e-02 1.67614292e-01 1.40843133e-01 5.55521084e-02
1.21789186e-02 8.70093185e-02]
[ 7.87708127e-04 1.87980276e-01 -1.44707097e-01 4.66067786e-02
7.19438888e-02 -1.80554521e-01 1.38322818e-02 -1.19743423e-01
-1.84156896e-01 3.01510310e-02]
[ -3.49963316e-01 -3.21766169e-01 -2.86967488e-01 1.49166079e-01
1.54461459e-01 4.76755797e-02 2.26523036e-02 -3.53205472e-02
-6.36499167e-03 2.99918031e-02]
[ -1.80522469e-03 -1.48480290e-01 1.05350069e-02 9.77191646e-02
-4.70232647e-02 -7.26034359e-02 1.63935510e-01 -1.89286699e-01
1.86278323e-01 3.93118526e-02]
[ 1.13620106e-01 -2.12308389e-01 3.25355402e-02 -6.84158569e-02
1.43485584e-01 -4.41409505e-02 5.32948258e-02 1.22541664e-01
6.94953439e-02 -2.09471405e-02]
[ -1.60196149e-01 -4.60200988e-02 -3.01394947e-01 -7.84053088e-03
-5.40211321e-02 6.55668013e-02 -2.45341829e-01 -2.72498870e-02
2.68886051e-01 -1.08609098e-01]
[ 6.99181619e-02 -2.18645153e-01 9.30879947e-02 3.86222581e-02
1.15275346e-01 -1.10999283e-01 2.62367619e-02 -9.82646105e-02
1.00365643e-02 1.46303510e-01]
[ -8.17033370e-02 8.51363451e-02 -3.26788053e-03 -1.62864594e-01
5.47035425e-02 2.64835934e-02 8.99933876e-02 -1.02384183e-01
-2.68447990e-02 -1.31053611e-01]
[ -9.39280506e-02 -1.22903821e-03 -6.30236244e-02 1.01900989e-02
2.97050860e-01 9.44841940e-02 -3.15015744e-02 -1.47966407e-02
-1.52988986e-01 -1.85421529e-01]
[ -1.55788035e-01 6.77831875e-03 6.25355313e-02 2.34475122e-02
-1.76355731e-01 -2.20363516e-01 -1.81266486e-01 -1.96922110e-01
8.85125659e-02 1.76055402e-01]
[ -2.14369300e-01 -1.43901597e-01 1.20811041e-01 2.74522910e-01
-1.35569466e-01 -8.45974807e-02 -1.22738669e-01 -2.54905739e-01
-2.05990733e-01 9.43892606e-03]
[ 1.17987263e-01 -4.63795358e-02 -1.74197428e-02 1.19224786e-01
-1.71625925e-02 -8.47203707e-02 1.08113193e-01 4.29333440e-03
3.24274838e-02 2.36522996e-02]
[ 3.21008553e-02 -4.68072736e-02 -2.13745099e-01 1.40130544e-01
-3.30549730e-02 9.06447138e-02 -7.81111901e-02 -2.02117718e-02
-1.00839270e-01 -1.05382841e-02]
[ -1.27587734e-01 -6.27127438e-02 -2.06453987e-01 1.47601438e-01
1.35582836e-03 1.37465071e-01 1.77556649e-02 -2.50453851e-01
6.09063550e-02 -2.08742170e-01]
[ -7.22646082e-02 -3.74118055e-02 2.75217073e-01 9.51700923e-02
1.30435061e-01 -6.07971145e-02 -1.24786592e-01 1.20718154e-01
6.70164844e-02 2.95832066e-02]
[ 4.62179921e-02 -2.76535175e-02 8.42059675e-02 8.01304266e-02
1.09254248e-01 -1.54404875e-02 2.66570746e-01 1.20465366e-01
-4.25894997e-02 -7.39021960e-02]
[ 5.79803616e-03 -1.52366802e-01 -2.90725886e-01 -4.94261637e-02
2.26336861e-01 -9.03363798e-02 1.75968610e-01 1.64411831e-01
1.05900825e-01 -3.09144989e-02]
[ 4.78693346e-02 7.84864261e-04 -1.20386180e-01 3.63135941e-02
-6.86565351e-02 3.27008072e-01 2.59391386e-01 2.05388822e-01
-1.70373686e-01 -6.35627589e-02]
[ 9.82251262e-03 -6.75206347e-03 1.24054710e-01 1.12438577e-01
-3.17300661e-02 1.04177244e-01 -1.76406055e-01 -4.05624672e-02
2.13777837e-01 8.74516101e-02]
[ 1.05063915e-01 7.26533834e-02 -5.02769109e-02 -1.08011806e-01
-9.06955005e-02 -3.28133345e-01 1.12375689e-01 8.47451541e-03
1.37379563e-01 8.47140260e-02]
[ -9.52533749e-02 2.47215900e-02 -1.39855824e-02 2.68033103e-02
-3.11050277e-03 -2.04275270e-01 -1.01015819e-01 -1.94960289e-02
1.72293406e-02 1.33387665e-01]
[ -1.33782794e-01 -2.89390139e-02 -1.92481728e-01 1.03064482e-02
-2.93319985e-01 -9.28480963e-03 -4.64893212e-02 -2.26921998e-02
1.43735916e-02 7.88086990e-02]
[ -1.46302032e-02 -1.78164407e-02 -6.73279522e-02 -1.07041422e-01
4.66712975e-01 2.69121503e-01 4.88308297e-01 1.14231217e-01
-1.65742363e-01 -3.49434181e-01]
[ 3.27822688e-03 -2.94481609e-01 -2.01337648e-02 -4.62959357e-02
5.78762634e-01 9.20765555e-02 4.35230434e-01 9.28557971e-02
4.91505687e-02 -3.49409594e-01]
[ 2.30007161e-02 -3.66085041e-01 -3.72484682e-02 -9.20395363e-02
6.28847192e-01 1.87314099e-02 4.22481123e-01 4.96080815e-02
-3.50180592e-01 -1.98893400e-01]
[ -1.42537139e-01 -4.93883283e-01 2.90443765e-03 -1.68527576e-01
6.60749968e-01 -1.01400403e-01 5.23492625e-01 -8.05139461e-02
-4.11380387e-02 1.13485353e-01]
[ -2.67471181e-01 -3.09027756e-01 6.48078529e-02 -2.20262644e-02
8.44616126e-01 1.34033739e-01 3.32599725e-01 4.92081185e-02
-6.92703376e-02 -1.09295394e-01]
[ -1.62699807e-01 -1.74627645e-01 2.68367151e-01 -1.91561167e-01
5.04858370e-01 -6.12308905e-02 5.59000567e-01 1.60586086e-02
-2.15824458e-01 2.27124171e-02]
[ -1.02083354e-01 -1.40312305e-01 -1.68332241e-01 -6.58664715e-02
3.80141915e-01 -2.41356675e-01 9.54285795e-02 1.71241724e-01
1.73264055e-02 -8.26223674e-02]
[ 1.28239994e-01 2.69231855e-01 1.71736336e-01 -6.73013673e-02
-1.49314645e-01 4.19037748e-02 -1.84272111e-01 2.85024161e-01
9.16877746e-02 1.96269734e-01]
[ 3.37082274e-01 2.77550455e-01 -8.95241190e-02 3.01313334e-01
-8.68680938e-01 -2.82615630e-01 -4.36199970e-01 1.77216100e-01
3.66916155e-01 -5.87300686e-02]
[ 5.69546107e-02 1.69464359e-01 2.57271018e-01 2.65744738e-01
-1.01625806e-01 -1.99960499e-01 -2.04611579e-01 -1.32023006e-01
-1.28576523e-01 -2.71692414e-01]
[ 3.19042249e-02 -2.91584312e-02 -1.14168619e-01 -4.21634704e-02
2.17269740e-01 3.80133101e-02 -2.97293339e-02 -1.83627378e-01
4.40029425e-02 2.20732014e-01]
[ -6.52318857e-03 -7.14578608e-02 -6.96909279e-02 -6.09862831e-02
1.91758692e-02 -1.71402000e-01 1.08098108e-01 9.80006798e-03
3.01392253e-02 -1.25475787e-03]
[ 2.31167172e-02 4.96531781e-02 2.42623644e-01 6.65046575e-02
-2.02954921e-01 -1.31002944e-01 1.32870540e-01 3.95829239e-02
-1.91965781e-01 1.03358724e-01]
[ 5.03831268e-02 -2.56298330e-02 9.83294183e-02 -2.28684145e-02
-1.43351627e-01 8.07521244e-02 1.27051927e-01 -2.71742201e-01
-4.03922684e-02 -1.18214437e-01]
[ -3.09784493e-02 3.38420599e-02 7.57067180e-02 -5.75544229e-02
5.43748562e-02 1.91429572e-01 1.54142193e-01 1.17492302e-01
-4.21945092e-02 1.49094886e-01]
[ 2.13153698e-01 4.05523294e-02 2.53821907e-02 7.09344877e-02
8.91558784e-02 -1.80772340e-02 -1.33947254e-01 1.47870635e-01
-6.24611655e-02 -2.83110123e-02]
[ 2.02284993e-02 -7.58140631e-02 6.72109393e-03 9.79524084e-03
-3.10543065e-01 -1.12476452e-01 -1.46911400e-01 3.98865020e-02
9.66098545e-02 1.65801466e-01]
[ 7.40763952e-03 4.92208393e-01 1.03193783e-01 3.62042031e-01
-9.41948688e-01 -2.91583629e-01 -5.80616800e-01 -7.52820507e-02
2.44561383e-01 2.88867827e-01]
[ 1.53700768e-01 4.83602174e-01 4.96771890e-02 3.78692150e-01
-7.24062026e-01 -7.01983232e-02 -4.04911976e-01 1.49134189e-01
1.70325332e-01 4.57780868e-01]
[ 2.50592313e-01 2.73699420e-01 2.40510479e-01 1.26897799e-01
-3.48920511e-01 8.69557791e-02 -1.81823979e-01 1.62116189e-01
2.24374547e-01 6.10899307e-02]
[ -7.82933813e-02 2.02281413e-01 2.39379355e-01 7.99943929e-03
-1.12857295e-02 1.33817738e-01 -8.22055156e-02 -1.53567684e-02
-3.98367574e-02 4.38821839e-02]
[ -9.86682882e-02 -1.07912294e-02 2.44563304e-02 9.01673366e-02
-4.33803757e-02 1.17260510e-01 2.62580072e-01 2.02594413e-02
-2.77218160e-01 -9.59029769e-02]
[ -2.15720403e-01 -8.51086232e-03 -9.13614737e-02 -3.39553862e-01
1.65452450e-01 1.18544863e-01 9.04028096e-02 1.03852784e-01
-2.04131688e-01 3.69259776e-02]
[ 2.39466364e-02 -3.28632963e-01 -1.20573986e-01 -1.43059643e-01
3.13994907e-01 2.01545318e-02 1.31057133e-01 1.53606681e-01
-1.50425144e-01 -2.00182366e-01]
[ 1.48222892e-01 -1.43562996e-01 -1.38557726e-01 -2.69711969e-03
1.39317594e-01 -6.11447550e-02 -2.09444133e-02 -1.48491337e-01
1.32777759e-01 -1.03755144e-01]
[ -1.24281802e-01 1.47769353e-01 2.55226592e-01 -3.16484994e-02
1.85255585e-01 9.18012432e-02 -7.40897344e-03 -2.98998887e-01
-1.29714091e-01 -6.74350048e-02]
[ -3.50437317e-01 1.01203378e-01 1.10394424e-02 -2.93851612e-02
1.30497635e-01 -1.69210344e-01 -4.62710434e-02 2.35179543e-01
-9.36928367e-02 7.99700716e-02]
[ 1.48868573e-01 1.11580185e-01 -2.39462342e-01 -9.49700728e-02
1.14237789e-01 -2.90838033e-01 7.41498045e-03 -1.67894249e-01
-5.83678693e-03 -1.90070399e-01]
[ 2.08381378e-01 -1.43727901e-01 5.99277052e-02 -2.75727626e-02
6.70027020e-02 -2.96566150e-02 -1.01632620e-02 -1.37038855e-01
1.06801734e-01 -1.82670330e-01]
[ -1.04928757e-01 -2.81227860e-02 1.20318413e-01 1.08262302e-01
2.63294869e-02 -1.11238844e-01 2.36022565e-01 -7.70902041e-02
1.84248388e-01 -3.56641536e-03]
[ 2.24150579e-02 -1.16265589e-01 2.16017295e-01 -2.15531779e-01
4.67965148e-02 1.05178146e-01 -3.27563002e-03 -1.12833317e-01
3.89258572e-02 2.55638004e-01]]
[[ 0.51828862]
[ 1.33773418]
[ 0.25225414]
[ 0.75545541]
[-2.38772911]
[-0.28380392]
[-1.45518026]
[ 0.02803278]
[ 0.58820704]
[ 0.80112756]]
Progress: 16.9% ... Training loss: 0.316 ... Validation loss: 0.510[[ 1.59059018e-01 2.36517601e-01 -1.13843335e-01 1.03418707e-01
-5.17964944e-01 -6.82346916e-02 -7.34803538e-02 1.24036954e-01
-8.21828077e-02 1.94529842e-01]
[ 1.40832797e-02 1.67212701e-01 -2.04249039e-02 3.80466153e-02
1.03008097e-01 -5.02959902e-03 3.01707294e-01 4.11810160e-02
1.37269524e-01 -3.02488154e-02]
[ 1.92160308e-01 4.12623898e-01 2.84880218e-02 9.67365497e-02
8.36677815e-02 -5.59618354e-02 -5.05179477e-01 -3.39136328e-02
9.83023878e-02 3.38125382e-01]
[ -2.85449112e-02 -3.09746320e-01 -2.43564623e-01 1.35302284e-02
2.12298450e-02 1.68072628e-01 1.42442974e-01 5.55025672e-02
1.14016521e-02 8.62722662e-02]
[ -2.35241008e-04 1.85264685e-01 -1.45195268e-01 4.51817949e-02
7.56702914e-02 -1.80038412e-01 1.73873441e-02 -1.19787279e-01
-1.85240732e-01 2.82336227e-02]
[ -3.49773463e-01 -3.21525820e-01 -2.86924690e-01 1.49388137e-01
1.54608413e-01 4.75048540e-02 2.29873698e-02 -3.53088777e-02
-6.13928737e-03 2.99639893e-02]
[ -3.14174172e-03 -1.51925899e-01 9.83357849e-03 9.59093955e-02
-4.09867999e-02 -7.18988258e-02 1.67760278e-01 -1.89354576e-01
1.84819408e-01 3.71976318e-02]
[ 1.13200945e-01 -2.13318056e-01 3.22661504e-02 -6.91364302e-02
1.45113144e-01 -4.38164798e-02 5.46022149e-02 1.22517970e-01
6.89380520e-02 -2.15385882e-02]
[ -1.60680987e-01 -4.72609219e-02 -3.01609561e-01 -8.56059798e-03
-5.19447255e-02 6.58621214e-02 -2.43935160e-01 -2.72774749e-02
2.68293061e-01 -1.09350855e-01]
[ 6.94163475e-02 -2.19876015e-01 9.26842669e-02 3.77197141e-02
1.17722061e-01 -1.10642811e-01 2.84597789e-02 -9.82892659e-02
9.33323159e-03 1.45246335e-01]
[ -8.17701131e-02 8.46358235e-02 -3.29759461e-03 -1.62910275e-01
5.55237584e-02 2.64890893e-02 9.04594991e-02 -1.02387186e-01
-2.68383176e-02 -1.31171095e-01]
[ -9.54101225e-02 -4.95340486e-03 -6.37328166e-02 8.10997311e-03
3.03671316e-01 9.52759007e-02 -2.73168111e-02 -1.48764723e-02
-1.54675627e-01 -1.87722110e-01]
[ -1.55788035e-01 6.77831875e-03 6.25355313e-02 2.34475122e-02
-1.76355731e-01 -2.20363516e-01 -1.81266486e-01 -1.96922110e-01
8.85125659e-02 1.76055402e-01]
[ -2.14676591e-01 -1.44828936e-01 1.20636972e-01 2.74039359e-01
-1.34103513e-01 -8.44409609e-02 -1.21736269e-01 -2.54921577e-01
-2.06346256e-01 8.88539531e-03]
[ 1.18155586e-01 -4.61365187e-02 -1.73498116e-02 1.19545440e-01
-1.74758111e-02 -8.48644329e-02 1.08106288e-01 4.30268038e-03
3.26247899e-02 2.38187390e-02]
[ 3.24640964e-02 -4.57757545e-02 -2.13572630e-01 1.40584380e-01
-3.42826612e-02 9.04453590e-02 -7.89748445e-02 -2.01910521e-02
-1.00402050e-01 -1.00888261e-02]
[ -1.28378701e-01 -6.47373883e-02 -2.06839184e-01 1.46447708e-01
5.21351199e-03 1.37890572e-01 2.00494673e-02 -2.50494190e-01
6.00223930e-02 -2.09928965e-01]
[ -7.22315361e-02 -3.74045093e-02 2.75184580e-01 9.53196502e-02
1.29993438e-01 -6.08295933e-02 -1.24774768e-01 1.20721041e-01
6.70773268e-02 2.95315690e-02]
[ 4.56509641e-02 -2.92951139e-02 8.38865691e-02 7.92606080e-02
1.11824334e-01 -1.51016861e-02 2.68256277e-01 1.20432204e-01
-4.32682897e-02 -7.48303533e-02]
[ 5.69015972e-03 -1.52431800e-01 -2.90778370e-01 -4.95376123e-02
2.26497678e-01 -9.02611512e-02 1.76039480e-01 1.64409754e-01
1.05782540e-01 -3.07814980e-02]
[ 4.74442349e-02 -3.22266483e-04 -1.20637551e-01 3.55493497e-02
-6.63237399e-02 3.27287466e-01 2.60654894e-01 2.05361355e-01
-1.70961998e-01 -6.43711913e-02]
[ 1.00793214e-02 -6.05347784e-03 1.24198229e-01 1.12882219e-01
-3.32596902e-02 1.04036632e-01 -1.76965207e-01 -4.05457332e-02
2.14145478e-01 8.78103647e-02]
[ 1.04954035e-01 7.23288401e-02 -5.03056910e-02 -1.08184786e-01
-9.03071197e-02 -3.28051645e-01 1.12778060e-01 8.46792507e-03
1.37200416e-01 8.45165211e-02]
[ -9.54830725e-02 2.40973374e-02 -1.40960368e-02 2.64758804e-02
-2.14618639e-03 -2.04147861e-01 -1.00412041e-01 -1.95085340e-02
1.69909573e-02 1.33085731e-01]
[ -1.34117062e-01 -2.96606779e-02 -1.92656034e-01 9.79360944e-03
-2.91660477e-01 -9.09918217e-03 -4.55198010e-02 -2.27113965e-02
1.39694917e-02 7.82537997e-02]
[ -1.52353635e-02 -1.93554720e-02 -6.76406414e-02 -1.07934161e-01
4.69477159e-01 2.69443748e-01 4.90088408e-01 1.14200087e-01
-1.66446930e-01 -3.50364719e-01]
[ 3.27841393e-03 -2.94615720e-01 -2.01377639e-02 -4.63153651e-02
5.78943557e-01 9.20861666e-02 4.35447892e-01 9.28554425e-02
4.91337624e-02 -3.49486050e-01]
[ 2.32669814e-02 -3.65596640e-01 -3.71196119e-02 -9.16416829e-02
6.27746642e-01 1.85846067e-02 4.21895535e-01 4.96223292e-02
-3.49869498e-01 -1.98481420e-01]
[ -1.42574614e-01 -4.93958730e-01 2.88623041e-03 -1.68582891e-01
6.60888708e-01 -1.01379960e-01 5.23584022e-01 -8.05159626e-02
-4.11798325e-02 1.13428759e-01]
[ -2.67843521e-01 -3.09942250e-01 6.46252844e-02 -2.25774410e-02
8.45998269e-01 1.34238585e-01 3.33673317e-01 4.91882003e-02
-6.96947523e-02 -1.09861492e-01]
[ -1.62875826e-01 -1.75109542e-01 2.68280048e-01 -1.91821355e-01
5.05628610e-01 -6.11324726e-02 5.59611391e-01 1.60489333e-02
-2.16031699e-01 2.24005358e-02]
[ -1.02058477e-01 -1.40216656e-01 -1.68319238e-01 -6.58243899e-02
3.80111528e-01 -2.41368431e-01 9.53714489e-02 1.71243010e-01
1.73564022e-02 -8.25887070e-02]
[ 1.28303344e-01 2.69294133e-01 1.71722505e-01 -6.73068572e-02
-1.49183056e-01 4.18979294e-02 -1.84370980e-01 2.85025779e-01
9.17024420e-02 1.96503035e-01]
[ 3.36680158e-01 2.76358451e-01 -8.97429068e-02 3.00727547e-01
-8.66736393e-01 -2.82364469e-01 -4.35043120e-01 1.77190915e-01
3.66448882e-01 -5.93132315e-02]
[ 5.67730619e-02 1.68995321e-01 2.57186924e-01 2.65478986e-01
-1.00770154e-01 -1.99863068e-01 -2.04116037e-01 -1.32033010e-01
-1.28787054e-01 -2.71979519e-01]
[ 3.18231918e-02 -2.94077292e-02 -1.14200557e-01 -4.22991284e-02
2.17761300e-01 3.80649265e-02 -2.95026447e-02 -1.83634673e-01
4.39077240e-02 2.20613845e-01]
[ -6.24337785e-03 -7.07316647e-02 -6.95440655e-02 -6.05406312e-02
1.77242288e-02 -1.71558529e-01 1.07230216e-01 9.81753964e-03
3.04321626e-02 -7.76837551e-04]
[ 2.24169315e-02 4.78671310e-02 2.42307878e-01 6.55281563e-02
-1.99765119e-01 -1.30634557e-01 1.34805807e-01 3.95471093e-02
-1.92736023e-01 1.02285357e-01]
[ 5.06792623e-02 -2.48249893e-02 9.84205106e-02 -2.24324801e-02
-1.44733939e-01 8.05722738e-02 1.26280084e-01 -2.71726030e-01
-4.00633125e-02 -1.17844462e-01]
[ -3.11023099e-02 3.35329125e-02 7.56359505e-02 -5.77668016e-02
5.50394208e-02 1.91500040e-01 1.54504463e-01 1.17484474e-01
-4.23568349e-02 1.48889668e-01]
[ 2.12760145e-01 3.95720594e-02 2.51580005e-02 7.02622606e-02
9.12363190e-02 -1.78283293e-02 -1.32836274e-01 1.47845858e-01
-6.29880857e-02 -2.89982819e-02]
[ 2.14147941e-02 -7.25109030e-02 7.34633077e-03 1.17491452e-02
-3.16636545e-01 -1.13146144e-01 -1.50111146e-01 3.99593037e-02
9.80658204e-02 1.67588872e-01]
[ 7.52555925e-03 4.92281639e-01 1.03205951e-01 3.62089618e-01
-9.41897497e-01 -2.91656831e-01 -5.80414332e-01 -7.52753690e-02
2.44669591e-01 2.88773945e-01]
[ 1.53234063e-01 4.82408156e-01 4.94500167e-02 3.78023751e-01
-7.22085913e-01 -6.99445686e-02 -4.03654019e-01 1.49108950e-01
1.69834774e-01 4.57113381e-01]
[ 2.50130869e-01 2.72614201e-01 2.40287362e-01 1.26236434e-01
-3.46876099e-01 8.72078079e-02 -1.80577291e-01 1.62091152e-01
2.23863163e-01 6.03861608e-02]
[ -7.79483617e-02 2.03173981e-01 2.39541064e-01 8.51260853e-03
-1.29232927e-02 1.33620257e-01 -8.31695934e-02 -1.53375420e-02
-3.94370172e-02 4.44038810e-02]
[ -9.89429776e-02 -1.14586295e-02 2.43232216e-02 8.97799300e-02
-4.21281516e-02 1.17409206e-01 2.63308015e-01 2.02458603e-02
-2.77530578e-01 -9.63213370e-02]
[ -2.15920793e-01 -9.02290901e-03 -9.14573494e-02 -3.39846578e-01
1.66370289e-01 1.18652113e-01 9.09181446e-02 1.03842069e-01
-2.04358121e-01 3.66282844e-02]
[ 2.37922341e-02 -3.28945586e-01 -1.20652331e-01 -1.43281647e-01
3.14742064e-01 2.02441068e-02 1.31464802e-01 1.53598254e-01
-1.50582075e-01 -2.00416494e-01]
[ 1.48537018e-01 -1.42340554e-01 -1.38357826e-01 -2.02012042e-03
1.37231296e-01 -6.13157955e-02 -2.17034244e-02 -1.48469631e-01
1.33241987e-01 -1.03268085e-01]
[ -1.25509075e-01 1.44658104e-01 2.54609976e-01 -3.34310004e-02
1.90687598e-01 9.24608399e-02 -4.05626650e-03 -2.99065046e-01
-1.31121170e-01 -6.92929195e-02]
[ -3.50467509e-01 1.01058219e-01 1.10233170e-02 -2.95113622e-02
1.31696735e-01 -1.69217275e-01 -4.59225451e-02 2.35175778e-01
-9.37127697e-02 7.97913072e-02]
[ 1.48894258e-01 1.11721941e-01 -2.39446496e-01 -9.49070598e-02
1.13941765e-01 -2.90869400e-01 7.37315526e-03 -1.67890373e-01
-5.81029808e-03 -1.90055599e-01]
[ 2.07921044e-01 -1.44874151e-01 5.96864650e-02 -2.83002274e-02
6.93468147e-02 -2.93764957e-02 -8.76394451e-03 -1.37061698e-01
1.06217151e-01 -1.83419161e-01]
[ -1.05021030e-01 -2.84259451e-02 1.20277111e-01 1.08148853e-01
2.67722003e-02 -1.11191423e-01 2.36291363e-01 -7.70948044e-02
1.84144608e-01 -3.69506871e-03]
[ 2.18346546e-02 -1.18379722e-01 2.15574199e-01 -2.16550526e-01
4.96482830e-02 1.05554024e-01 -9.70222910e-04 -1.12869021e-01
3.81670226e-02 2.54575070e-01]]
[[ 0.51034589]
[ 1.32940723]
[ 0.24372584]
[ 0.74633084]
[-2.39690559]
[-0.29270819]
[-1.46479643]
[ 0.0205789 ]
[ 0.58103541]
[ 0.79358692]]
Progress: 17.0% ... Training loss: 0.318 ... Validation loss: 0.510[[ 1.59557836e-01 2.38091139e-01 -1.13617044e-01 1.03994972e-01
-5.18801549e-01 -6.85726623e-02 -7.54117978e-02 1.24057103e-01
-8.16140538e-02 1.95408237e-01]
[ 1.39409701e-02 1.67007041e-01 -2.05100694e-02 3.78038951e-02
1.03793370e-01 -4.96526446e-03 3.02037081e-01 4.11738236e-02
1.37078199e-01 -3.04681924e-02]
[ 1.91196688e-01 4.12216850e-01 2.80113099e-02 9.50993213e-02
8.82335908e-02 -5.54878354e-02 -5.03408818e-01 -3.39617486e-02
9.70396017e-02 3.36756712e-01]
[ -2.49247725e-02 -3.01757772e-01 -2.41787491e-01 1.91919045e-02
4.12800760e-03 1.65955060e-01 1.32742136e-01 5.56618590e-02
1.56728736e-02 9.18638540e-02]
[ -2.52606973e-03 1.80010903e-01 -1.46388512e-01 4.16297029e-02
8.68955275e-02 -1.78779673e-01 2.40510976e-02 -1.19886339e-01
-1.87883570e-01 2.45731704e-02]
[ -3.49000332e-01 -3.20240857e-01 -2.86593773e-01 1.50513982e-01
1.51663479e-01 4.70128786e-02 2.10174490e-02 -3.52758863e-02
-5.19140908e-03 3.11777819e-02]
[ -2.40645172e-03 -1.50548754e-01 1.01814650e-02 9.68135562e-02
-4.34598173e-02 -7.22804255e-02 1.65917343e-01 -1.89327998e-01
1.85571378e-01 3.82988070e-02]
[ 1.12239163e-01 -2.15012394e-01 3.18275501e-02 -7.04961852e-02
1.49037587e-01 -4.33812738e-02 5.67907512e-02 1.22479940e-01
6.79154918e-02 -2.27957480e-02]
[ -1.60961077e-01 -4.82333695e-02 -3.01729816e-01 -8.97477128e-03
-5.09842513e-02 6.60303729e-02 -2.43060375e-01 -2.72884527e-02
2.67999506e-01 -1.09770652e-01]
[ 7.07809899e-02 -2.16577594e-01 9.33099691e-02 3.95730594e-02
1.12536732e-01 -1.11530279e-01 2.43138887e-02 -9.82353502e-02
1.09191190e-02 1.47537540e-01]
[ -8.33450686e-02 8.04814541e-02 -4.03068349e-03 -1.65204408e-01
6.22098891e-02 2.73767702e-02 9.49916301e-02 -1.02450076e-01
-2.86015771e-02 -1.33568691e-01]
[ -9.49332609e-02 -4.10213435e-03 -6.35054810e-02 8.80683748e-03
3.01637480e-01 9.50055703e-02 -2.84525860e-02 -1.48569366e-02
-1.54114523e-01 -1.86977708e-01]
[ -1.55788035e-01 6.77831875e-03 6.25355313e-02 2.34475122e-02
-1.76355731e-01 -2.20363516e-01 -1.81266486e-01 -1.96922110e-01
8.85125659e-02 1.76055402e-01]
[ -2.14912627e-01 -1.45503040e-01 1.20521000e-01 2.73707871e-01
-1.32991335e-01 -8.43156275e-02 -1.21040831e-01 -2.54931434e-01
-2.06608046e-01 8.50381399e-03]
[ 1.18213594e-01 -4.63955864e-02 -1.73172655e-02 1.19632923e-01
-1.73831888e-02 -8.49296469e-02 1.08090792e-01 4.30647539e-03
3.27186267e-02 2.39478641e-02]
[ 3.31213966e-02 -4.42347544e-02 -2.13308164e-01 1.41499380e-01
-3.72574624e-02 9.00702102e-02 -8.07235692e-02 -2.01644165e-02
-9.96257617e-02 -9.10724611e-03]
[ -1.27465485e-01 -6.29703849e-02 -2.06411946e-01 1.47677468e-01
1.72861062e-03 1.37413798e-01 1.77316265e-02 -2.50460691e-01
6.10594658e-02 -2.08522267e-01]
[ -7.22859088e-02 -3.75092433e-02 2.75172197e-01 9.51811850e-02
1.30669165e-01 -6.08032462e-02 -1.24699832e-01 1.20719171e-01
6.69214739e-02 2.94209562e-02]
[ 4.52177479e-02 -3.03421102e-02 8.36613957e-02 7.85570350e-02
1.13910262e-01 -1.48496218e-02 2.69557150e-01 1.20413165e-01
-4.38073691e-02 -7.54885376e-02]
[ 5.45925989e-03 -1.52605174e-01 -2.90888945e-01 -4.98442666e-02
2.27343278e-01 -9.01873773e-02 1.76257171e-01 1.64399719e-01
1.05544865e-01 -3.10470300e-02]
[ 4.75505655e-02 1.91676144e-04 -1.20547803e-01 3.58065243e-02
-6.71807887e-02 3.27161125e-01 2.60155901e-01 2.05369050e-01
-1.70758035e-01 -6.40860820e-02]
[ 9.70218958e-03 -6.95595256e-03 1.24018087e-01 1.12308633e-01
-3.15051462e-02 1.04255837e-01 -1.75877545e-01 -4.05613627e-02
2.13731235e-01 8.72321580e-02]
[ 1.04838286e-01 7.19444914e-02 -5.03509845e-02 -1.08356003e-01
-8.97268277e-02 -3.27990604e-01 1.13139200e-01 8.46354234e-03
1.37070338e-01 8.43334132e-02]
[ -9.49844104e-02 2.52280359e-02 -1.38582307e-02 2.72137901e-02
-4.40393001e-03 -2.04428412e-01 -1.01820836e-01 -1.94879935e-02
1.75586845e-02 1.33866517e-01]
[ -1.34636623e-01 -3.10729003e-02 -1.92898350e-01 9.04734276e-03
-2.89765909e-01 -8.80303544e-03 -4.40172265e-02 -2.27321872e-02
1.34130541e-02 7.74857371e-02]
[ -1.54436297e-02 -1.99868360e-02 -6.77429425e-02 -1.08249206e-01
4.70455188e-01 2.69559367e-01 4.90696291e-01 1.14192144e-01
-1.66681304e-01 -3.50679628e-01]
[ 3.06541536e-03 -2.95178544e-01 -2.02470345e-02 -4.66274926e-02
5.79906594e-01 9.22102157e-02 4.36044770e-01 9.28467848e-02
4.88926607e-02 -3.49819805e-01]
[ 2.32433535e-02 -3.65980678e-01 -3.71338779e-02 -9.16790485e-02
6.27854075e-01 1.85961583e-02 4.22155449e-01 4.96217880e-02
-3.49893442e-01 -1.98513370e-01]
[ -1.42426720e-01 -4.93788125e-01 2.95078926e-03 -1.68348504e-01
6.60388383e-01 -1.01462892e-01 5.23330301e-01 -8.05096186e-02
-4.09768324e-02 1.13698580e-01]
[ -2.67966994e-01 -3.10241489e-01 6.45627307e-02 -2.27679203e-02
8.46521613e-01 1.34313524e-01 3.34045966e-01 4.91830264e-02
-6.98417963e-02 -1.10058536e-01]
[ -1.63159815e-01 -1.75822716e-01 2.68143779e-01 -1.92237231e-01
5.06943418e-01 -6.09730756e-02 5.60281757e-01 1.60378010e-02
-2.16355411e-01 2.19581237e-02]
[ -1.01980804e-01 -1.40073136e-01 -1.68284536e-01 -6.56953652e-02
3.79845791e-01 -2.41414649e-01 9.51660311e-02 1.71246260e-01
1.74673448e-02 -8.24554500e-02]
[ 1.28620499e-01 2.70263027e-01 1.71908703e-01 -6.67479337e-02
-1.50987370e-01 4.16758161e-02 -1.85439396e-01 2.85039845e-01
9.21084420e-02 1.97047320e-01]
[ 3.37100612e-01 2.77474287e-01 -8.95722398e-02 3.01195784e-01
-8.68214802e-01 -2.82582641e-01 -4.36257673e-01 1.77207852e-01
3.66882673e-01 -5.86343042e-02]
[ 5.71109935e-02 1.69787738e-01 2.57351001e-01 2.65970365e-01
-1.02378704e-01 -2.00061158e-01 -2.05096670e-01 -1.32019179e-01
-1.28395424e-01 -2.71469811e-01]
[ 3.16494969e-02 -2.99050940e-02 -1.14289418e-01 -4.25853950e-02
2.18671208e-01 3.81565534e-02 -2.89528175e-02 -1.83642455e-01
4.36779308e-02 2.20320801e-01]
[ -6.57207516e-03 -7.15468583e-02 -6.97120507e-02 -6.10535010e-02
1.92119573e-02 -1.71393826e-01 1.08174411e-01 9.80339266e-03
3.00434810e-02 -1.27341124e-03]
[ 2.25928236e-02 4.83342490e-02 2.42399022e-01 6.58202467e-02
-2.00692015e-01 -1.30736399e-01 1.34314877e-01 3.95552951e-02
-1.92507011e-01 1.02551161e-01]
[ 5.03172986e-02 -2.56478495e-02 9.82423923e-02 -2.29884275e-02
-1.42942195e-01 8.07675471e-02 1.27193865e-01 -2.71741220e-01
-4.04968024e-02 -1.18374563e-01]
[ -3.13080497e-02 3.30194251e-02 7.55379628e-02 -5.80926209e-02
5.59805986e-02 1.91624528e-01 1.55074626e-01 1.17475931e-01
-4.26109076e-02 1.48606241e-01]
[ 2.12772794e-01 3.96612981e-02 2.51739480e-02 7.03306057e-02
9.11400517e-02 -1.78611988e-02 -1.32918059e-01 1.47847159e-01
-6.29291242e-02 -2.89532602e-02]
[ 2.16877936e-02 -7.18487136e-02 7.48661800e-03 1.21452513e-02
-3.17966929e-01 -1.13286733e-01 -1.50818870e-01 3.99692591e-02
9.83966211e-02 1.68005640e-01]
[ 7.52485750e-03 4.92186750e-01 1.03186282e-01 3.61962268e-01
-9.41221265e-01 -2.91669766e-01 -5.80318247e-01 -7.52790126e-02
2.44599005e-01 2.88754554e-01]
[ 1.53131602e-01 4.82162977e-01 4.93966941e-02 3.77842348e-01
-7.21492470e-01 -6.98752712e-02 -4.03384240e-01 1.49103890e-01
1.69694775e-01 4.56997403e-01]
[ 2.50388534e-01 2.73232747e-01 2.40404655e-01 1.26615309e-01
-3.48112913e-01 8.70530716e-02 -1.81346951e-01 1.62101869e-01
2.24182612e-01 6.07600394e-02]
[ -7.79137851e-02 2.03268302e-01 2.39563955e-01 8.58048176e-03
-1.31433320e-02 1.33596292e-01 -8.32536641e-02 -1.53356904e-02
-3.93871657e-02 4.44322856e-02]
[ -9.87434844e-02 -1.08274967e-02 2.44356568e-02 9.01067605e-02
-4.31768780e-02 1.17286038e-01 2.62648708e-01 2.02548598e-02
-2.77267450e-01 -9.59820760e-02]
[ -2.16198196e-01 -9.75359340e-03 -9.15834522e-02 -3.40249031e-01
1.67615280e-01 1.18807518e-01 9.17131948e-02 1.03831063e-01
-2.04675431e-01 3.62036920e-02]
[ 2.41074171e-02 -3.28393784e-01 -1.20495876e-01 -1.42774638e-01
3.13193619e-01 2.00452712e-02 1.30584914e-01 1.53612198e-01
-1.50190802e-01 -1.99900442e-01]
[ 1.48538956e-01 -1.42702293e-01 -1.38345305e-01 -1.99120096e-03
1.37215221e-01 -6.13143358e-02 -2.14528020e-02 -1.48469404e-01
1.33313176e-01 -1.03231634e-01]
[ -1.25249769e-01 1.45232447e-01 2.54750010e-01 -3.30368203e-02
1.89452736e-01 9.22955279e-02 -4.80321910e-03 -2.99054732e-01
-1.30783228e-01 -6.88855757e-02]
[ -3.50253125e-01 1.01678608e-01 1.10764338e-02 -2.92437085e-02
1.31029338e-01 -1.69362822e-01 -4.66123126e-02 2.35184812e-01
-9.34415637e-02 8.02014112e-02]
[ 1.48600464e-01 1.11100399e-01 -2.39586756e-01 -9.53283711e-02
1.15337340e-01 -2.90788824e-01 8.13397566e-03 -1.67902328e-01
-6.15433445e-03 -1.90494485e-01]
[ 2.08999727e-01 -1.42136496e-01 6.02163436e-02 -2.66953243e-02
6.44629014e-02 -3.00094926e-02 -1.19506126e-02 -1.37016839e-01
1.07487552e-01 -1.81734599e-01]
[ -1.04983711e-01 -2.84389152e-02 1.20284036e-01 1.08066942e-01
2.75378941e-02 -1.11204719e-01 2.36103948e-01 -7.70944334e-02
1.84083599e-01 -3.64259754e-03]
[ 2.08033681e-02 -1.21320533e-01 2.15091933e-01 -2.18086883e-01
5.37562270e-02 1.06159022e-01 2.07960353e-03 -1.12911310e-01
3.70050619e-02 2.53061034e-01]]
[[ 0.51173078]
[ 1.32699814]
[ 0.2433933 ]
[ 0.74998805]
[-2.39728316]
[-0.28986384]
[-1.46311221]
[ 0.02277274]
[ 0.58331928]
[ 0.79479778]]
Progress: 17.1% ... Training loss: 0.317 ... Validation loss: 0.513[[ 1.59163861e-01 2.36190609e-01 -1.13694365e-01 1.03380103e-01
-5.17943273e-01 -6.82855110e-02 -7.41072859e-02 1.24041187e-01
-8.19408331e-02 1.94218071e-01]
[ 1.36783679e-02 1.66331051e-01 -2.06276405e-02 3.74205157e-02
1.04866988e-01 -4.81584994e-03 3.02779504e-01 4.11621215e-02
1.36792937e-01 -3.08725420e-02]
[ 1.97145930e-01 4.27411948e-01 3.09339814e-02 1.03758061e-01
6.14647889e-02 -5.87582277e-02 -5.20643533e-01 -3.36956149e-02
1.03919158e-01 3.45514562e-01]
[ -2.56067299e-02 -3.03121157e-01 -2.42051030e-01 1.82718534e-02
6.78779061e-03 1.66374784e-01 1.34531394e-01 5.56304249e-02
1.48936742e-02 9.12784179e-02]
[ -3.96436923e-04 1.84137788e-01 -1.45371351e-01 4.45815489e-02
7.63855320e-02 -1.79945969e-01 1.81665361e-02 -1.19786941e-01
-1.85390809e-01 2.69523506e-02]
[ -3.50630525e-01 -3.24644527e-01 -2.87373330e-01 1.48248585e-01
1.58906710e-01 4.78892916e-02 2.60589693e-02 -3.53461190e-02
-7.04109986e-03 2.86234562e-02]
[ -1.94339897e-03 -1.49962434e-01 1.04732505e-02 9.74325728e-02
-4.58842961e-02 -7.24982550e-02 1.64546489e-01 -1.89309212e-01
1.86122602e-01 3.89269483e-02]
[ 1.15080725e-01 -2.08150196e-01 3.32432521e-02 -6.61436604e-02
1.35581231e-01 -4.49900143e-02 4.90846116e-02 1.22613113e-01
7.12680255e-02 -1.87584780e-02]
[ -1.61516650e-01 -5.00317343e-02 -3.01984000e-01 -9.80014884e-03
-4.87914086e-02 6.63459453e-02 -2.41556143e-01 -2.73137851e-02
2.67437076e-01 -1.10621282e-01]
[ 7.18709183e-02 -2.14952299e-01 9.39014192e-02 4.13963914e-02
1.06981029e-01 -1.12156521e-01 2.16909334e-02 -9.81774243e-02
1.23592975e-02 1.48918520e-01]
[ -8.27317070e-02 8.15182460e-02 -3.68571313e-03 -1.64216470e-01
5.89367065e-02 2.70417826e-02 9.35005522e-02 -1.02423248e-01
-2.78807862e-02 -1.32700301e-01]
[ -9.55177018e-02 -5.51773787e-03 -6.37681554e-02 7.87633447e-03
3.04021603e-01 9.53322156e-02 -2.68697947e-02 -1.48852962e-02
-1.54783855e-01 -1.87966622e-01]
[ -1.55788035e-01 6.77831875e-03 6.25355313e-02 2.34475122e-02
-1.76355731e-01 -2.20363516e-01 -1.81266486e-01 -1.96922110e-01
8.85125659e-02 1.76055402e-01]
[ -2.16083459e-01 -1.48541660e-01 1.19949134e-01 2.72056796e-01
-1.27761294e-01 -8.36893622e-02 -1.17441389e-01 -2.54982497e-01
-2.07986134e-01 6.62937312e-03]
[ 1.18300332e-01 -4.63358630e-02 -1.72658118e-02 1.19798843e-01
-1.78384263e-02 -8.49947880e-02 1.07929548e-01 4.31119150e-03
3.28478214e-02 2.40986508e-02]
[ 3.24483494e-02 -4.60864837e-02 -2.13591695e-01 1.40550005e-01
-3.45498546e-02 9.04652749e-02 -7.87020513e-02 -2.01943745e-02
-1.00384484e-01 -1.01614363e-02]
[ -1.27157267e-01 -6.21989784e-02 -2.06262485e-01 1.48112736e-01
3.77554075e-04 1.37251551e-01 1.68676432e-02 -2.50448280e-01
6.13986844e-02 -2.08057600e-01]
[ -7.22043714e-02 -3.72662262e-02 2.75237975e-01 9.53274329e-02
1.30180250e-01 -6.08596352e-02 -1.24977517e-01 1.20723578e-01
6.70228295e-02 2.95554728e-02]
[ 4.56935198e-02 -2.98148175e-02 8.38931947e-02 7.91570836e-02
1.12035316e-01 -1.50721668e-02 2.68203490e-01 1.20433558e-01
-4.32358109e-02 -7.48123164e-02]
[ 6.98861578e-03 -1.48889299e-01 -2.90133076e-01 -4.75403645e-02
2.20248788e-01 -9.10541800e-02 1.72160006e-01 1.64470284e-01
1.07289198e-01 -2.89099225e-02]
[ 4.79244243e-02 1.10308295e-03 -1.20348290e-01 3.64218125e-02
-6.90856830e-02 3.26926822e-01 2.59092982e-01 2.05389130e-01
-1.70255658e-01 -6.35833957e-02]
[ 1.00659953e-02 -6.05108336e-03 1.24201360e-01 1.12885545e-01
-3.33807745e-02 1.04072378e-01 -1.76941305e-01 -4.05452444e-02
2.14192488e-01 8.77438250e-02]
[ 1.03944043e-01 6.96737562e-02 -5.07405185e-02 -1.09670906e-01
-8.60980922e-02 -3.27487281e-01 1.15666711e-01 8.42303523e-03
1.36125308e-01 8.29446834e-02]
[ -9.48253576e-02 2.55587141e-02 -1.37811737e-02 2.74536450e-02
-5.13861546e-03 -2.04520898e-01 -1.02265489e-01 -1.94805610e-02
1.77425959e-02 1.34112149e-01]
[ -1.34157991e-01 -3.01296026e-02 -1.92693879e-01 9.76001925e-03
-2.91997202e-01 -9.07889946e-03 -4.53718709e-02 -2.27103873e-02
1.39533321e-02 7.82402690e-02]
[ -1.55963735e-02 -2.04594390e-02 -6.78146057e-02 -1.08457376e-01
4.71173733e-01 2.69657217e-01 4.91236688e-01 1.14185702e-01
-1.66831334e-01 -3.50915794e-01]
[ 2.78103724e-03 -2.95954385e-01 -2.03652588e-02 -4.70166853e-02
5.81101037e-01 9.23618703e-02 4.36866130e-01 9.28346663e-02
4.85957631e-02 -3.50237726e-01]
[ 2.30313394e-02 -3.66591013e-01 -3.72360507e-02 -9.19937833e-02
6.28811909e-01 1.87193301e-02 4.22747501e-01 4.96128602e-02
-3.50131665e-01 -1.98834194e-01]
[ -1.42471853e-01 -4.93993357e-01 2.94912263e-03 -1.68354461e-01
6.60445039e-01 -1.01459753e-01 5.23446132e-01 -8.05104853e-02
-4.09977755e-02 1.13679777e-01]
[ -2.68023942e-01 -3.10409351e-01 6.45351982e-02 -2.28497757e-02
8.46753492e-01 1.34338788e-01 3.34213036e-01 4.91805889e-02
-6.99047826e-02 -1.10146731e-01]
[ -1.63689371e-01 -1.77176045e-01 2.67900533e-01 -1.93005655e-01
5.09335733e-01 -6.06795048e-02 5.61767802e-01 1.60154124e-02
-2.16949811e-01 2.12207009e-02]
[ -1.02056236e-01 -1.40286891e-01 -1.68314733e-01 -6.57965469e-02
3.80100568e-01 -2.41374618e-01 9.53739027e-02 1.71242539e-01
1.74006004e-02 -8.25786926e-02]
[ 1.27459929e-01 2.67353723e-01 1.71346491e-01 -6.84915395e-02
-1.45568900e-01 4.23589203e-02 -1.82088830e-01 2.84985939e-01
9.07756629e-02 1.95327591e-01]
[ 3.36726922e-01 2.76304373e-01 -8.96816494e-02 3.00638919e-01
-8.67226995e-01 -2.82356155e-01 -4.34968927e-01 1.77187993e-01
3.66448400e-01 -5.92592990e-02]
[ 5.67656273e-02 1.69026723e-01 2.57176561e-01 2.65446635e-01
-1.00618459e-01 -1.99853517e-01 -2.04051397e-01 -1.32035378e-01
-1.28814761e-01 -2.72041252e-01]
[ 3.15376068e-02 -3.01995738e-02 -1.14334904e-01 -4.27457349e-02
2.19202069e-01 3.82215528e-02 -2.86499645e-02 -1.83647067e-01
4.35441465e-02 2.20143214e-01]
[ -5.42860069e-03 -6.87337450e-02 -6.91537247e-02 -5.92477597e-02
1.37326200e-02 -1.72047830e-01 1.04859080e-01 9.85752846e-03
3.13899081e-02 4.82546166e-04]
[ 2.33040009e-02 5.00386348e-02 2.42725968e-01 6.68651868e-02
-2.03980816e-01 -1.31136481e-01 1.32282310e-01 3.95846207e-02
-1.91697919e-01 1.03646962e-01]
[ 5.07585663e-02 -2.44814894e-02 9.84564097e-02 -2.22962464e-02
-1.45089511e-01 8.04922348e-02 1.25928251e-01 -2.71720487e-01
-3.99749309e-02 -1.17682074e-01]
[ -3.13006002e-02 3.30361934e-02 7.55414161e-02 -5.80818749e-02
5.59458718e-02 1.91620553e-01 1.55053402e-01 1.17476261e-01
-4.26023582e-02 1.48617597e-01]
[ 2.12396182e-01 3.88202966e-02 2.49642069e-02 6.96720860e-02
9.31144081e-02 -1.76321597e-02 -1.32035129e-01 1.47827086e-01
-6.34083125e-02 -2.96353023e-02]
[ 2.24121888e-02 -6.99085057e-02 7.86766760e-03 1.33381434e-02
-3.21624035e-01 -1.13727323e-01 -1.52802256e-01 4.00054945e-02
9.92890783e-02 1.69062240e-01]
[ 7.33630055e-03 4.91392672e-01 1.03071133e-01 3.61682764e-01
-9.40248083e-01 -2.91582883e-01 -5.79516861e-01 -7.52853549e-02
2.44331682e-01 2.88353831e-01]
[ 1.54544625e-01 4.84849538e-01 5.00908107e-02 3.79866683e-01
-7.28121952e-01 -7.06356243e-02 -4.07266358e-01 1.49169918e-01
1.71413796e-01 4.58824510e-01]
[ 2.50509732e-01 2.73548075e-01 2.40468379e-01 1.26796145e-01
-3.48688974e-01 8.69867453e-02 -1.81675901e-01 1.62107798e-01
2.24318911e-01 6.09674587e-02]
[ -7.76101598e-02 2.04034925e-01 2.39713791e-01 9.03525449e-03
-1.44655531e-02 1.33427798e-01 -8.40969077e-02 -1.53219662e-02
-3.90415387e-02 4.48966193e-02]
[ -9.86121384e-02 -1.04572428e-02 2.45040459e-02 9.03189170e-02
-4.37813724e-02 1.17207640e-01 2.62243791e-01 2.02610568e-02
-2.77106403e-01 -9.57575336e-02]
[ -2.16084184e-01 -9.52351990e-03 -9.15244780e-02 -3.40073787e-01
1.67063954e-01 1.18741840e-01 9.14117466e-02 1.03836368e-01
-2.04537763e-01 3.63765871e-02]
[ 2.40281884e-02 -3.28588228e-01 -1.20529822e-01 -1.42895637e-01
3.13588356e-01 2.00910644e-02 1.30830090e-01 1.53608544e-01
-1.50280315e-01 -2.00029395e-01]
[ 1.48026365e-01 -1.44281578e-01 -1.38516204e-01 -2.56759313e-03
1.38254481e-01 -6.10735089e-02 -1.97873987e-02 -1.48488685e-01
1.32759158e-01 -1.04088348e-01]
[ -1.24790610e-01 1.45496345e-01 2.55013099e-01 -3.23737822e-02
1.86874209e-01 9.20513758e-02 -5.99412585e-03 -2.99030952e-01
-1.30116151e-01 -6.84236413e-02]
[ -3.50104574e-01 1.01899023e-01 1.11586035e-02 -2.89687850e-02
1.30335259e-01 -1.69466842e-01 -4.68127205e-02 2.35191485e-01
-9.32753321e-02 8.04991173e-02]
[ 1.48626767e-01 1.11304190e-01 -2.39565931e-01 -9.52826295e-02
1.15234472e-01 -2.90832968e-01 7.97469867e-03 -1.67899566e-01
-6.13453792e-03 -1.90471354e-01]
[ 2.08923471e-01 -1.42468659e-01 6.01631620e-02 -2.68636455e-02
6.51175373e-02 -2.99453522e-02 -1.18049649e-02 -1.37022053e-01
1.07380606e-01 -1.81919313e-01]
[ -1.03777495e-01 -2.57937736e-02 1.20855500e-01 1.09827528e-01
2.22477576e-02 -1.11871700e-01 2.32859524e-01 -7.70393200e-02
1.85435724e-01 -1.89606396e-03]
[ 2.06708344e-02 -1.21495848e-01 2.15052212e-01 -2.18205693e-01
5.42831792e-02 1.06278767e-01 2.53232589e-03 -1.12918749e-01
3.69524334e-02 2.52833613e-01]]
[[ 0.52066754]
[ 1.33796692]
[ 0.24992976]
[ 0.75617218]
[-2.39201721]
[-0.2870474 ]
[-1.46242072]
[ 0.02766245]
[ 0.59052625]
[ 0.80547676]]
Progress: 17.1% ... Training loss: 0.317 ... Validation loss: 0.505[[ 1.60891827e-01 2.39025147e-01 -1.12930593e-01 1.05562493e-01
-5.23888498e-01 -6.91721520e-02 -7.80311335e-02 1.24126865e-01
-8.00495637e-02 1.96189676e-01]
[ 1.33569794e-02 1.65424785e-01 -2.07831581e-02 3.69432393e-02
1.06346034e-01 -4.65251877e-03 3.03662344e-01 4.11454205e-02
1.36446142e-01 -3.13925278e-02]
[ 1.97384073e-01 4.26386433e-01 3.08146989e-02 1.03057503e-01
6.40289517e-02 -5.87264833e-02 -5.20402714e-01 -3.37028920e-02
1.03970353e-01 3.44859825e-01]
[ -2.70554875e-02 -3.05907144e-01 -2.42606388e-01 1.65042286e-02
1.08608803e-02 1.67154902e-01 1.37430873e-01 5.55372353e-02
1.33823842e-02 8.95806301e-02]
[ -8.87732009e-04 1.83348348e-01 -1.45615921e-01 4.39934946e-02
7.81589395e-02 -1.79828653e-01 1.87328339e-02 -1.19794993e-01
-1.85882434e-01 2.60834164e-02]
[ -3.50901703e-01 -3.25532207e-01 -2.87491158e-01 1.47994319e-01
1.59653171e-01 4.79887101e-02 2.69210135e-02 -3.53581639e-02
-7.36054877e-03 2.82267646e-02]
[ -2.96447042e-04 -1.46902467e-01 1.12061034e-02 9.95291923e-02
-5.15322838e-02 -7.33421720e-02 1.60933579e-01 -1.89220247e-01
1.87932785e-01 4.08437489e-02]
[ 1.14270737e-01 -2.10851290e-01 3.27760386e-02 -6.76985548e-02
1.40166212e-01 -4.44779598e-02 5.15368560e-02 1.22554485e-01
7.02722470e-02 -2.02508425e-02]
[ -1.62348599e-01 -5.23277073e-02 -3.02357539e-01 -1.10074844e-02
-4.48378734e-02 6.68036024e-02 -2.39127132e-01 -2.73583669e-02
2.66448082e-01 -1.11925949e-01]
[ 7.21514337e-02 -2.15468524e-01 9.39670454e-02 4.14923755e-02
1.07748391e-01 -1.12282967e-01 2.22548415e-02 -9.81636071e-02
1.25350161e-02 1.48786280e-01]
[ -8.30874017e-02 7.98634378e-02 -3.89498329e-03 -1.64914293e-01
6.08375734e-02 2.72729276e-02 9.45263882e-02 -1.02452295e-01
-2.83113892e-02 -1.33486298e-01]
[ -9.57086864e-02 -6.17148444e-03 -6.38502383e-02 7.55829686e-03
3.04990365e-01 9.54527296e-02 -2.63291496e-02 -1.48963566e-02
-1.55023009e-01 -1.88325308e-01]
[ -1.55788035e-01 6.77831875e-03 6.25355313e-02 2.34475122e-02
-1.76355731e-01 -2.20363516e-01 -1.81266486e-01 -1.96922110e-01
8.85125659e-02 1.76055402e-01]
[ -2.16468569e-01 -1.49535687e-01 1.19784155e-01 2.71616396e-01
-1.26581899e-01 -8.35210574e-02 -1.16391995e-01 -2.55000835e-01
-2.08424788e-01 6.08096654e-03]
[ 1.18299684e-01 -4.64657322e-02 -1.72653009e-02 1.19807614e-01
-1.77974498e-02 -8.49959691e-02 1.08046178e-01 4.31103950e-03
3.28395769e-02 2.40779969e-02]
[ 3.25276753e-02 -4.58627110e-02 -2.13550632e-01 1.40671112e-01
-3.48589138e-02 9.04166504e-02 -7.89275222e-02 -2.01894769e-02
-1.00296179e-01 -1.00333732e-02]
[ -1.26755607e-01 -6.12895235e-02 -2.06071418e-01 1.48623866e-01
-8.37247045e-04 1.37056063e-01 1.59863903e-02 -2.50423721e-01
6.18200528e-02 -2.07555483e-01]
[ -7.20251309e-02 -3.71267464e-02 2.75289965e-01 9.54685458e-02
1.30336897e-01 -6.09225088e-02 -1.24888656e-01 1.20732950e-01
6.72142554e-02 2.96532824e-02]
[ 4.69213822e-02 -2.76068249e-02 8.44407817e-02 8.07893724e-02
1.06821430e-01 -1.57209348e-02 2.65150136e-01 1.20495695e-01
-4.18836390e-02 -7.33610786e-02]
[ 5.88043826e-03 -1.51907792e-01 -2.90738939e-01 -4.93968800e-02
2.25669682e-01 -9.04001274e-02 1.75212542e-01 1.64402158e-01
1.05909933e-01 -3.06541028e-02]
[ 4.86996172e-02 2.88542414e-03 -1.19930368e-01 3.75893839e-02
-7.18672736e-02 3.26460669e-01 2.57219508e-01 2.05429834e-01
-1.69269767e-01 -6.24452401e-02]
[ 9.04484666e-03 -8.73055029e-03 1.23680559e-01 1.11298903e-01
-2.91800505e-02 1.04665483e-01 -1.74471403e-01 -4.06040118e-02
2.13008170e-01 8.61384257e-02]
[ 1.03982348e-01 6.97730305e-02 -5.07112237e-02 -1.09558391e-01
-8.61873559e-02 -3.27524375e-01 1.15625756e-01 8.42706977e-03
1.36165670e-01 8.30414489e-02]
[ -9.49858782e-02 2.49718176e-02 -1.38637079e-02 2.71812004e-02
-4.32271759e-03 -2.04415840e-01 -1.01732895e-01 -1.94904966e-02
1.75382775e-02 1.33812095e-01]
[ -1.34450136e-01 -3.09079444e-02 -1.92824861e-01 9.30164869e-03
-2.90566144e-01 -8.91402414e-03 -4.44768921e-02 -2.27270637e-02
1.35945674e-02 7.77678920e-02]
[ -1.58509640e-02 -2.11249359e-02 -6.79311510e-02 -1.08818565e-01
4.72324547e-01 2.69798340e-01 4.91984821e-01 1.14172717e-01
-1.67127623e-01 -3.51342912e-01]
[ 2.97866896e-03 -2.95628584e-01 -2.02729125e-02 -4.67309203e-02
5.80277181e-01 9.22533269e-02 4.36414524e-01 9.28448701e-02
4.87978176e-02 -3.49960970e-01]
[ 2.28250851e-02 -3.67179743e-01 -3.73366277e-02 -9.23085305e-02
6.29637870e-01 1.88373711e-02 4.23366129e-01 4.96017538e-02
-3.50368633e-01 -1.99152439e-01]
[ -1.42828150e-01 -4.94866167e-01 2.77874252e-03 -1.68888362e-01
6.61916424e-01 -1.01268390e-01 5.24411293e-01 -8.05299873e-02
-4.14055199e-02 1.13174445e-01]
[ -2.67966859e-01 -3.10312262e-01 6.45842766e-02 -2.26962443e-02
8.46447232e-01 1.34277892e-01 3.34103064e-01 4.91851032e-02
-6.98233828e-02 -1.10010068e-01]
[ -1.63924725e-01 -1.77741120e-01 2.67788427e-01 -1.93355112e-01
5.10438734e-01 -6.05466450e-02 5.62357056e-01 1.60026229e-02
-2.17214356e-01 2.08654167e-02]
[ -1.02528681e-01 -1.41417691e-01 -1.68527436e-01 -6.65046116e-02
3.82343112e-01 -2.41112660e-01 9.67574213e-02 1.71216962e-01
1.68629653e-02 -8.33240499e-02]
[ 1.27185848e-01 2.66587065e-01 1.71224054e-01 -6.88927959e-02
-1.44242239e-01 4.25090476e-02 -1.81327337e-01 2.84968411e-01
9.05100418e-02 1.94877057e-01]
[ 3.36318438e-01 2.75190128e-01 -8.99577391e-02 2.99832704e-01
-8.64736504e-01 -2.82080324e-01 -4.34125956e-01 1.77154017e-01
3.65921813e-01 -5.99198830e-02]
[ 5.67710485e-02 1.69026791e-01 2.57180396e-01 2.65455117e-01
-1.00637036e-01 -1.99856294e-01 -2.04064003e-01 -1.32035191e-01
-1.28816307e-01 -2.72035500e-01]
[ 3.16462304e-02 -3.00280172e-02 -1.14286583e-01 -4.25905698e-02
2.18714433e-01 3.81688299e-02 -2.89140423e-02 -1.83641947e-01
4.36497845e-02 2.20304436e-01]
[ -5.71181071e-03 -6.94103832e-02 -6.92971541e-02 -5.96840559e-02
1.51355028e-02 -1.71891782e-01 1.05673089e-01 9.84122530e-03
3.10497607e-02 4.91616266e-05]
[ 2.32577198e-02 4.97840890e-02 2.42697765e-01 6.67843871e-02
-2.03821827e-01 -1.31114880e-01 1.32406715e-01 3.95815957e-02
-1.91756315e-01 1.03571555e-01]
[ 5.07605215e-02 -2.45088139e-02 9.84648391e-02 -2.22784030e-02
-1.45129186e-01 8.04788603e-02 1.25927796e-01 -2.71719930e-01
-3.99583069e-02 -1.17668341e-01]
[ -3.08637401e-02 3.40905541e-02 7.57462728e-02 -5.74185917e-02
5.38547133e-02 1.91377553e-01 1.53756360e-01 1.17500135e-01
-4.20816731e-02 1.49187179e-01]
[ 2.11443596e-01 3.65854902e-02 2.44471898e-02 6.81341182e-02
9.80278768e-02 -1.70964578e-02 -1.29394857e-01 1.47770793e-01
-6.46462319e-02 -3.12277398e-02]
[ 2.29625343e-02 -6.84428295e-02 8.12761508e-03 1.41127277e-02
-3.24026816e-01 -1.14025658e-01 -1.54397706e-01 4.00336737e-02
9.99079620e-02 1.69922968e-01]
[ 7.93465438e-03 4.92333731e-01 1.03373982e-01 3.62532283e-01
-9.42718256e-01 -2.91880099e-01 -5.80336201e-01 -7.52472940e-02
2.45057978e-01 2.89100118e-01]
[ 1.55802096e-01 4.86931103e-01 5.06792485e-02 3.81512229e-01
-7.32896817e-01 -7.12877124e-02 -4.10200181e-01 1.49236039e-01
1.72835815e-01 4.60414833e-01]
[ 2.50849912e-01 2.74371417e-01 2.40637381e-01 1.27300104e-01
-3.50062053e-01 8.68000534e-02 -1.82519926e-01 1.62126384e-01
2.24666144e-01 6.14752792e-02]
[ -7.78112050e-02 2.03716273e-01 2.39633514e-01 8.75925060e-03
-1.36775811e-02 1.33528894e-01 -8.36113330e-02 -1.53286987e-02
-3.92404701e-02 4.45486417e-02]
[ -9.85410782e-02 -1.02963352e-02 2.45399736e-02 9.04337636e-02
-4.41138942e-02 1.17168718e-01 2.62050775e-01 2.02649800e-02
-2.77018459e-01 -9.56518270e-02]
[ -2.16096903e-01 -9.56181360e-03 -9.15110577e-02 -3.40033556e-01
1.66953080e-01 1.18726305e-01 9.13967300e-02 1.03838250e-01
-2.04517629e-01 3.64185109e-02]
[ 2.38403857e-02 -3.29280357e-01 -1.20652235e-01 -1.43222372e-01
3.14582633e-01 2.02006322e-02 1.31523490e-01 1.53596866e-01
-1.50550935e-01 -2.00411153e-01]
[ 1.48360411e-01 -1.43751663e-01 -1.38374031e-01 -2.09140992e-03
1.36652955e-01 -6.12448704e-02 -2.06770418e-02 -1.48474145e-01
1.33073598e-01 -1.03617238e-01]
[ -1.24839307e-01 1.44900458e-01 2.55022692e-01 -3.24144872e-02
1.87260957e-01 9.20323597e-02 -5.73899916e-03 -2.99028303e-01
-1.30087309e-01 -6.85490732e-02]
[ -3.48699574e-01 1.04714644e-01 1.18146410e-02 -2.71377636e-02
1.25215980e-01 -1.70179118e-01 -5.00151545e-02 2.35258935e-01
-9.17384926e-02 8.21941733e-02]
[ 1.48015697e-01 1.09803147e-01 -2.39840598e-01 -9.61993405e-02
1.17915776e-01 -2.90515586e-01 9.75152114e-03 -1.67933135e-01
-6.91719032e-03 -1.91460863e-01]
[ 2.09339977e-01 -1.42034832e-01 6.03299540e-02 -2.63436230e-02
6.42991109e-02 -3.01480802e-02 -1.21755993e-02 -1.36999311e-01
1.07805781e-01 -1.81413075e-01]
[ -1.04372703e-01 -2.73675444e-02 1.20581919e-01 1.08900445e-01
2.52381364e-02 -1.11548192e-01 2.34610808e-01 -7.70705566e-02
1.84751514e-01 -2.86259007e-03]
[ 1.95040935e-02 -1.24429292e-01 2.14400136e-01 -2.20068297e-01
5.94009716e-02 1.06968473e-01 5.34219298e-03 -1.12987613e-01
3.56199599e-02 2.50965753e-01]]
[[ 0.51948023]
[ 1.33996497]
[ 0.2498077 ]
[ 0.75714784]
[-2.3995851 ]
[-0.28896044]
[-1.46526568]
[ 0.0265106 ]
[ 0.58853164]
[ 0.80553567]]
Progress: 17.1% ... Training loss: 0.316 ... Validation loss: 0.504[[ 1.60037751e-01 2.36490293e-01 -1.13317380e-01 1.04267686e-01
-5.19000612e-01 -6.86533534e-02 -7.54587528e-02 1.24084330e-01
-8.11888228e-02 1.95054313e-01]
[ 1.32459892e-02 1.65168270e-01 -2.08362810e-02 3.67799129e-02
1.06862443e-01 -4.59008250e-03 3.03946830e-01 4.11397230e-02
1.36320707e-01 -3.15613627e-02]
[ 1.94144015e-01 4.19365839e-01 2.93674665e-02 9.83664014e-02
7.84421766e-02 -5.68927070e-02 -5.12819026e-01 -3.38683082e-02
1.00281904e-01 3.40250972e-01]
[ -2.96689921e-02 -3.13449680e-01 -2.43850706e-01 1.28051806e-02
2.31731186e-02 1.68562075e-01 1.44825083e-01 5.54074813e-02
1.04638893e-02 8.59257748e-02]
[ -2.11006667e-03 1.79833814e-01 -1.46237426e-01 4.17948894e-02
8.32702901e-02 -1.79012175e-01 2.25564517e-02 -1.19863308e-01
-1.87169148e-01 2.38453797e-02]
[ -3.50338331e-01 -3.24843569e-01 -2.87303526e-01 1.48760092e-01
1.57454290e-01 4.77113206e-02 2.60717551e-02 -3.53312842e-02
-6.78702045e-03 2.89494615e-02]
[ -4.09485045e-04 -1.47478802e-01 1.11186325e-02 9.92781602e-02
-5.05037234e-02 -7.32415278e-02 1.61279711e-01 -1.89229877e-01
1.87710690e-01 4.05679559e-02]
[ 1.12723431e-01 -2.14989646e-01 3.20777145e-02 -6.99033173e-02
1.47253519e-01 -4.35968620e-02 5.55479281e-02 1.22477557e-01
6.84795609e-02 -2.23120810e-02]
[ -1.61935851e-01 -5.17186259e-02 -3.02130113e-01 -1.03416356e-02
-4.66003854e-02 6.65507360e-02 -2.39962765e-01 -2.73330728e-02
2.66880196e-01 -1.11334097e-01]
[ 7.25340748e-02 -2.15740596e-01 9.40866003e-02 4.19016464e-02
1.06824662e-01 -1.12397259e-01 2.18293082e-02 -9.81447609e-02
1.28061918e-02 1.49327042e-01]
[ -8.34449665e-02 7.89512579e-02 -4.03950077e-03 -1.65395266e-01
6.24696473e-02 2.74425517e-02 9.54938508e-02 -1.02469543e-01
-2.87923957e-02 -1.33988982e-01]
[ -9.64179864e-02 -8.40420457e-03 -6.41960139e-02 6.60582661e-03
3.08436494e-01 9.58488838e-02 -2.41987657e-02 -1.49323386e-02
-1.55822317e-01 -1.89385868e-01]
[ -1.55788035e-01 6.77831875e-03 6.25355313e-02 2.34475122e-02
-1.76355731e-01 -2.20363516e-01 -1.81266486e-01 -1.96922110e-01
8.85125659e-02 1.76055402e-01]
[ -2.16934701e-01 -1.50742381e-01 1.19547095e-01 2.70928432e-01
-1.24347318e-01 -8.32507710e-02 -1.14965809e-01 -2.55026937e-01
-2.08985769e-01 5.29122120e-03]
[ 1.19048799e-01 -4.50562515e-02 -1.69313307e-02 1.20889411e-01
-2.06154913e-02 -8.54102112e-02 1.06250507e-01 4.35069066e-03
3.37154455e-02 2.52248170e-02]
[ 3.30954188e-02 -4.45340371e-02 -2.13308694e-01 1.41494402e-01
-3.75468429e-02 9.01114350e-02 -8.03471436e-02 -2.01606124e-02
-9.96871582e-02 -9.17833557e-03]
[ -1.26264662e-01 -6.01559880e-02 -2.05843789e-01 1.49332878e-01
-2.95181299e-03 1.36786240e-01 1.46697935e-02 -2.50400647e-01
6.23782811e-02 -2.06791216e-01]
[ -7.15352470e-02 -3.61081609e-02 2.75505055e-01 9.60897764e-02
1.28390333e-01 -6.11620742e-02 -1.26155457e-01 1.20757673e-01
6.76943151e-02 3.02777556e-02]
[ 4.57462391e-02 -3.05878619e-02 8.38838881e-02 7.91091162e-02
1.12113256e-01 -1.50403336e-02 2.68235495e-01 1.20434580e-01
-4.32043621e-02 -7.50534350e-02]
[ 5.64060488e-03 -1.52674511e-01 -2.90873357e-01 -4.98376106e-02
2.27291633e-01 -9.02343410e-02 1.75766426e-01 1.64386391e-01
1.05510188e-01 -3.09416725e-02]
[ 4.84952871e-02 2.43647077e-03 -1.19975919e-01 3.74046939e-02
-7.12755875e-02 3.26520359e-01 2.57696968e-01 2.05425171e-01
-1.69414831e-01 -6.26986262e-02]
[ 8.13904353e-03 -1.11710090e-02 1.23254276e-01 1.10016671e-01
-2.50427296e-02 1.05173261e-01 -1.71866506e-01 -4.06491954e-02
2.11962356e-01 8.48429862e-02]
[ 1.03869710e-01 6.95456159e-02 -5.07522168e-02 -1.09706123e-01
-8.55602337e-02 -3.27465363e-01 1.16017142e-01 8.42277660e-03
1.36000718e-01 8.28202418e-02]
[ -9.46049188e-02 2.55120770e-02 -1.36794026e-02 2.77552361e-02
-6.01486684e-03 -2.04631456e-01 -1.02695485e-01 -1.94702191e-02
1.79552517e-02 1.34383832e-01]
[ -1.34709128e-01 -3.16841749e-02 -1.92957332e-01 8.89171827e-03
-2.89656906e-01 -8.76122980e-03 -4.35824695e-02 -2.27409128e-02
1.32825567e-02 7.73227790e-02]
[ -1.56700399e-02 -2.08587967e-02 -6.78510522e-02 -1.08537822e-01
4.71532863e-01 2.69695721e-01 4.91622699e-01 1.14182568e-01
-1.66917818e-01 -3.51088567e-01]
[ 3.24522154e-03 -2.95329147e-01 -2.01404211e-02 -4.63175931e-02
5.78999289e-01 9.21000295e-02 4.35781857e-01 9.28592937e-02
4.91009305e-02 -3.49575965e-01]
[ 2.20530823e-02 -3.69165731e-01 -3.77143292e-02 -9.34664029e-02
6.33225185e-01 1.92775843e-02 4.25577427e-01 4.95618529e-02
-3.51260922e-01 -2.00321369e-01]
[ -1.42695334e-01 -4.94894657e-01 2.82919019e-03 -1.68665203e-01
6.61529304e-01 -1.01354427e-01 5.24263366e-01 -8.05221120e-02
-4.12376530e-02 1.13395585e-01]
[ -2.68687395e-01 -3.12152003e-01 6.42394380e-02 -2.37404882e-02
8.49444765e-01 1.34672191e-01 3.36083948e-01 4.91490231e-02
-7.06374221e-02 -1.11091412e-01]
[ -1.64460142e-01 -1.79086203e-01 2.67530353e-01 -1.94145397e-01
5.12840454e-01 -6.02466957e-02 5.63756942e-01 1.59754563e-02
-2.17830493e-01 2.01256191e-02]
[ -1.02693187e-01 -1.41890393e-01 -1.68600688e-01 -6.67428267e-02
3.83012043e-01 -2.41025533e-01 9.72149056e-02 1.71209049e-01
1.66784894e-02 -8.35705481e-02]
[ 1.27370405e-01 2.66908210e-01 1.71264909e-01 -6.87234400e-02
-1.44705444e-01 4.24477587e-02 -1.81670047e-01 2.84974934e-01
9.06201864e-02 1.95128392e-01]
[ 3.37679999e-01 2.78674245e-01 -8.92733450e-02 3.01854120e-01
-8.70271533e-01 -2.82847551e-01 -4.38006898e-01 1.77226022e-01
3.67386858e-01 -5.77137873e-02]
[ 5.68086020e-02 1.69083062e-01 2.57197530e-01 2.65484052e-01
-1.00809831e-01 -1.99884613e-01 -2.04173877e-01 -1.32033172e-01
-1.28780237e-01 -2.71981687e-01]
[ 3.17809322e-02 -2.97226843e-02 -1.14223167e-01 -4.23905914e-02
2.18089183e-01 3.80946571e-02 -2.92738089e-02 -1.83635667e-01
4.38022808e-02 2.20517165e-01]
[ -5.78944262e-03 -6.96308263e-02 -6.93363473e-02 -5.97976758e-02
1.55100673e-02 -1.71843683e-01 1.05868323e-01 9.83718414e-03
3.09775207e-02 -6.88131617e-05]
[ 2.34199619e-02 5.01904482e-02 2.42779751e-01 6.70291670e-02
-2.04558879e-01 -1.31208341e-01 1.31967469e-01 3.95898714e-02
-1.91589221e-01 1.03805990e-01]
[ 5.07364981e-02 -2.45766516e-02 9.84584386e-02 -2.23064497e-02
-1.45039532e-01 8.04884499e-02 1.25993185e-01 -2.71720991e-01
-3.99790913e-02 -1.17701010e-01]
[ -3.07328934e-02 3.44014348e-02 7.57605851e-02 -5.72355177e-02
5.33292875e-02 1.91302661e-01 1.53497475e-01 1.17505946e-01
-4.19653078e-02 1.49301519e-01]
[ 2.11372252e-01 3.63946014e-02 2.44108511e-02 6.80242002e-02
9.83944465e-02 -1.70599980e-02 -1.29180948e-01 1.47766834e-01
-6.47360976e-02 -3.13496139e-02]
[ 2.35163103e-02 -6.69503841e-02 8.42109941e-03 1.50124185e-02
-3.26546530e-01 -1.14345236e-01 -1.55848346e-01 4.00653378e-02
1.00528458e-01 1.70780997e-01]
[ 7.50989176e-03 4.91104517e-01 1.03143704e-01 3.61805321e-01
-9.40860672e-01 -2.91611413e-01 -5.79208531e-01 -7.52720067e-02
2.44549549e-01 2.88367868e-01]
[ 1.55271821e-01 4.85249862e-01 5.04257764e-02 3.80725397e-01
-7.30365755e-01 -7.09173151e-02 -4.08699942e-01 1.49206638e-01
1.72235992e-01 4.59571477e-01]
[ 2.51125946e-01 2.75008776e-01 2.40771585e-01 1.27701548e-01
-3.51198067e-01 8.66414246e-02 -1.83128293e-01 1.62140325e-01
2.24957935e-01 6.19039749e-02]
[ -7.80803774e-02 2.03086455e-01 2.39534577e-01 8.44215377e-03
-1.25837195e-02 1.33660877e-01 -8.29724021e-02 -1.53408535e-02
-3.94899497e-02 4.41991197e-02]
[ -9.87051440e-02 -1.06907337e-02 2.44615283e-02 9.01928897e-02
-4.33562967e-02 1.17259439e-01 2.62482928e-01 2.02565527e-02
-2.77201478e-01 -9.58998819e-02]
[ -2.16379231e-01 -1.02740113e-02 -9.16402162e-02 -3.40452736e-01
1.68181405e-01 1.18875337e-01 9.22131310e-02 1.03823844e-01
-2.04845615e-01 3.59810383e-02]
[ 2.37706616e-02 -3.29478770e-01 -1.20689708e-01 -1.43339302e-01
3.14953572e-01 2.02450809e-02 1.31749473e-01 1.53593034e-01
-1.50641790e-01 -2.00533856e-01]
[ 1.47779413e-01 -1.45789223e-01 -1.38683079e-01 -3.01007573e-03
1.39924228e-01 -6.09112225e-02 -1.90655334e-02 -1.48507608e-01
1.32382505e-01 -1.04503283e-01]
[ -1.24494416e-01 1.45574310e-01 2.55187959e-01 -3.19246430e-02
1.85707445e-01 9.18341638e-02 -6.56185604e-03 -2.99011690e-01
-1.29681828e-01 -6.80147720e-02]
[ -3.49528889e-01 1.02576771e-01 1.14018692e-02 -2.83611394e-02
1.28953368e-01 -1.69721667e-01 -4.76672431e-02 2.35216517e-01
-9.26845754e-02 8.09491140e-02]
[ 1.49649127e-01 1.13465829e-01 -2.39026318e-01 -9.36077147e-02
1.10298439e-01 -2.91481868e-01 5.71622760e-03 -1.67840630e-01
-4.96986873e-03 -1.88877519e-01]
[ 2.08960287e-01 -1.43194419e-01 6.01282752e-02 -2.69603545e-02
6.66304072e-02 -2.99176196e-02 -1.11749964e-02 -1.37020134e-01
1.07350589e-01 -1.82028372e-01]
[ -1.04499479e-01 -2.78215131e-02 1.20554338e-01 1.08707281e-01
2.62581743e-02 -1.11388210e-01 2.34963504e-01 -7.70770116e-02
1.84410651e-01 -3.12267858e-03]
[ 1.87583287e-02 -1.26393808e-01 2.14000932e-01 -2.21222002e-01
6.23662991e-02 1.07402894e-01 7.55993849e-03 -1.13027957e-01
3.46912506e-02 2.49832115e-01]]
[[ 0.51712378]
[ 1.33748424]
[ 0.24642895]
[ 0.75447632]
[-2.40610256]
[-0.29282051]
[-1.46808049]
[ 0.02296184]
[ 0.58730847]
[ 0.79901689]]
Progress: 17.2% ... Training loss: 0.315 ... Validation loss: 0.505[[ 1.62153324e-01 2.41535965e-01 -1.12196807e-01 1.07714867e-01
-5.28789925e-01 -6.98841635e-02 -8.09867044e-02 1.24193044e-01
-7.86078701e-02 1.98176943e-01]
[ 1.31609125e-02 1.64827365e-01 -2.08882457e-02 3.66750971e-02
1.07166183e-01 -4.54281197e-03 3.04284807e-01 4.11361629e-02
1.36183086e-01 -3.17329095e-02]
[ 1.94638808e-01 4.21425185e-01 2.98339447e-02 9.91474358e-02
7.58720112e-02 -5.70237415e-02 -5.14314004e-01 -3.38399837e-02
1.00841684e-01 3.40708327e-01]
[ -3.01444317e-02 -3.14670201e-01 -2.44221484e-01 1.20761575e-02
2.65613800e-02 1.68658248e-01 1.45716659e-01 5.53758626e-02
1.00919323e-02 8.54868132e-02]
[ -3.36595357e-03 1.77848123e-01 -1.46827788e-01 3.97787036e-02
8.96793151e-02 -1.78110966e-01 2.56751122e-02 -1.19926376e-01
-1.88718884e-01 2.19265034e-02]
[ -3.49441196e-01 -3.23271853e-01 -2.86901687e-01 1.50165012e-01
1.53755395e-01 4.71631838e-02 2.40945464e-02 -3.52881311e-02
-5.79223064e-03 3.02659238e-02]
[ -4.18714510e-04 -1.47468465e-01 1.11278274e-02 9.92346690e-02
-5.02395005e-02 -7.32003704e-02 1.61239501e-01 -1.89230795e-01
1.87719203e-01 4.05719542e-02]
[ 1.15322856e-01 -2.08739719e-01 3.34447676e-02 -6.58034529e-02
1.34762639e-01 -4.50735904e-02 4.87352464e-02 1.22603183e-01
7.15311884e-02 -1.84823186e-02]
[ -1.61364222e-01 -5.09122808e-02 -3.01860544e-01 -9.47886754e-03
-4.89173177e-02 6.62451837e-02 -2.41657376e-01 -2.73074035e-02
2.67521654e-01 -1.10433659e-01]
[ 7.57409631e-02 -2.08539088e-01 9.57249771e-02 4.69181283e-02
9.15096837e-02 -1.14262370e-01 1.30995836e-02 -9.79873399e-02
1.65736891e-02 1.54273348e-01]
[ -8.19737023e-02 8.19919001e-02 -3.35295677e-03 -1.63252996e-01
5.65631355e-02 2.66842125e-02 9.17345199e-02 -1.02406544e-01
-2.71795642e-02 -1.31905807e-01]
[ -9.70371785e-02 -1.00080296e-02 -6.44732775e-02 5.77113542e-03
3.11415499e-01 9.61830735e-02 -2.22344219e-02 -1.49592289e-02
-1.56506257e-01 -1.90364689e-01]
[ -1.55788035e-01 6.77831875e-03 6.25355313e-02 2.34475122e-02
-1.76355731e-01 -2.20363516e-01 -1.81266486e-01 -1.96922110e-01
8.85125659e-02 1.76055402e-01]
[ -2.17225521e-01 -1.51726259e-01 1.19409349e-01 2.70582732e-01
-1.23189410e-01 -8.31220055e-02 -1.13926709e-01 -2.55037833e-01
-2.09326557e-01 4.80961794e-03]
[ 1.19589282e-01 -4.40815882e-02 -1.66918789e-02 1.21719206e-01
-2.31268766e-02 -8.57231112e-02 1.05086544e-01 4.37593115e-03
3.43381553e-02 2.60108762e-02]
[ 3.36709577e-02 -4.31726928e-02 -2.13043083e-01 1.42309248e-01
-3.95420127e-02 8.97868448e-02 -8.19766727e-02 -2.01351398e-02
-9.90598462e-02 -8.28613472e-03]
[ -1.25934459e-01 -5.94616372e-02 -2.05704933e-01 1.49800797e-01
-4.33671924e-03 1.36598275e-01 1.38560680e-02 -2.50388276e-01
6.27533811e-02 -2.06324783e-01]
[ -7.15150774e-02 -3.58953393e-02 2.75558466e-01 9.61574060e-02
1.28258459e-01 -6.11636052e-02 -1.26360423e-01 1.20762030e-01
6.77793040e-02 3.04037375e-02]
[ 4.50550851e-02 -3.22984932e-02 8.35331966e-02 7.79843130e-02
1.15654834e-01 -1.46175022e-02 2.70186996e-01 1.20400160e-01
-4.40886772e-02 -7.62006046e-02]
[ 8.92130457e-03 -1.44788912e-01 -2.89170461e-01 -4.46530668e-02
2.11525674e-01 -9.21078461e-02 1.67153066e-01 1.64543984e-01
1.09405074e-01 -2.60764477e-02]
[ 4.81241194e-02 1.56604741e-03 -1.20151294e-01 3.68101649e-02
-6.96414534e-02 3.26744583e-01 2.58576763e-01 2.05408423e-01
-1.69853789e-01 -6.32176127e-02]
[ 7.53809650e-03 -1.26549862e-02 1.22981333e-01 1.09148282e-01
-2.22339100e-02 1.05506239e-01 -1.70240056e-01 -4.06753626e-02
2.11312910e-01 8.39309184e-02]
[ 1.04556008e-01 7.09167864e-02 -5.04236800e-02 -1.08697190e-01
-8.84539382e-02 -3.27816272e-01 1.14145373e-01 8.45238377e-03
1.36740930e-01 8.38376807e-02]
[ -9.41846006e-02 2.64858682e-02 -1.34939514e-02 2.83807049e-02
-7.83295966e-03 -2.04869928e-01 -1.03896604e-01 -1.94509301e-02
1.84198095e-02 1.35045425e-01]
[ -1.34549789e-01 -3.14706796e-02 -1.92887134e-01 9.15006348e-03
-2.90540741e-01 -8.86941675e-03 -4.41055963e-02 -2.27330827e-02
1.34826843e-02 7.76183352e-02]
[ -1.57682319e-02 -2.11748531e-02 -6.79128465e-02 -1.08674634e-01
4.71930891e-01 2.69746617e-01 4.92067792e-01 1.14178546e-01
-1.67046455e-01 -3.51288576e-01]
[ 3.45166017e-03 -2.94893292e-01 -2.00504126e-02 -4.59966087e-02
5.78120416e-01 9.19779526e-02 4.35274829e-01 9.28685757e-02
4.93474327e-02 -3.49267614e-01]
[ 2.22600173e-02 -3.68911975e-01 -3.76130910e-02 -9.31299723e-02
6.32278745e-01 1.91469966e-02 4.25170685e-01 4.95717678e-02
-3.51020752e-01 -2.00005854e-01]
[ -1.42862090e-01 -4.95294504e-01 2.75097122e-03 -1.68907718e-01
6.62278660e-01 -1.01261885e-01 5.24667612e-01 -8.05289912e-02
-4.14297004e-02 1.13153246e-01]
[ -2.68754579e-01 -3.12371132e-01 6.42013931e-02 -2.38452374e-02
8.49788505e-01 1.34712920e-01 3.36267592e-01 4.91459866e-02
-7.07229782e-02 -1.11201162e-01]
[ -1.65061400e-01 -1.80633809e-01 2.67243447e-01 -1.95017002e-01
5.15568425e-01 -5.99123985e-02 5.65334326e-01 1.59486761e-02
-2.18506447e-01 1.92390161e-02]
[ -1.02279723e-01 -1.40979881e-01 -1.68407256e-01 -6.61056147e-02
3.81198225e-01 -2.41274553e-01 9.60717069e-02 1.71228169e-01
1.71651466e-02 -8.29104253e-02]
[ 1.28078172e-01 2.68841608e-01 1.71626473e-01 -6.76094656e-02
-1.48275659e-01 4.20215127e-02 -1.83740773e-01 2.85005345e-01
9.14662237e-02 1.96186850e-01]
[ 3.39048645e-01 2.82174089e-01 -8.86535878e-02 3.03816251e-01
-8.75269409e-01 -2.83594783e-01 -4.41931457e-01 1.77288499e-01
3.68978249e-01 -5.55427437e-02]
[ 5.70633863e-02 1.69718260e-01 2.57331257e-01 2.65875519e-01
-1.02122832e-01 -2.00034178e-01 -2.04953367e-01 -1.32021326e-01
-1.28494070e-01 -2.71588233e-01]
[ 3.15147810e-02 -3.03133724e-02 -1.14325289e-01 -4.27674252e-02
2.19181107e-01 3.82401838e-02 -2.86843701e-02 -1.83646380e-01
4.34875364e-02 2.20140562e-01]
[ -5.18626067e-03 -6.82966490e-02 -6.90407469e-02 -5.88136565e-02
1.23861480e-02 -1.72205578e-01 1.04204604e-01 9.86706971e-03
3.17614200e-02 9.22957691e-04]
[ 2.32267711e-02 4.97187135e-02 2.42679413e-01 6.66874042e-02
-2.03445708e-01 -1.31094929e-01 1.32569002e-01 3.95792014e-02
-1.91862794e-01 1.03463689e-01]
[ 5.10043722e-02 -2.41570345e-02 9.85778458e-02 -2.19318790e-02
-1.46258888e-01 8.03417948e-02 1.25263711e-01 -2.71710882e-01
-3.97040630e-02 -1.17307592e-01]
[ -3.03476225e-02 3.53338627e-02 7.59435200e-02 -5.67039080e-02
5.15683039e-02 1.91117434e-01 1.52458237e-01 1.17521642e-01
-4.15581500e-02 1.49819144e-01]
[ 2.10881912e-01 3.51391482e-02 2.41874762e-02 6.73074163e-02
1.00644111e-01 -1.67844801e-02 -1.27890452e-01 1.47745283e-01
-6.52938237e-02 -3.20767246e-02]
[ 2.35056966e-02 -6.70238057e-02 8.41241728e-03 1.49829391e-02
-3.26445618e-01 -1.14332197e-01 -1.55799461e-01 4.00654530e-02
1.00518916e-01 1.70733215e-01]
[ 8.08425312e-03 4.91959488e-01 1.03417880e-01 3.62652491e-01
-9.43468327e-01 -2.91858290e-01 -5.80399689e-01 -7.52446132e-02
2.45113534e-01 2.89154456e-01]
[ 1.56022559e-01 4.86976843e-01 5.08931705e-02 3.82066272e-01
-7.34240222e-01 -7.13829950e-02 -4.10357680e-01 1.49247972e-01
1.73190184e-01 4.60619250e-01]
[ 2.51066125e-01 2.74949839e-01 2.40736959e-01 1.27629950e-01
-3.50921901e-01 8.66683640e-02 -1.82944549e-01 1.62138209e-01
2.24900880e-01 6.18054765e-02]
[ -7.79809768e-02 2.03350915e-01 2.39592532e-01 8.58986665e-03
-1.29894639e-02 1.33604329e-01 -8.32552952e-02 -1.53367348e-02
-3.93753087e-02 4.43600241e-02]
[ -9.85700521e-02 -1.04507492e-02 2.45240786e-02 9.03872730e-02
-4.39785649e-02 1.17184753e-01 2.62140090e-01 2.02624283e-02
-2.77056870e-01 -9.56856540e-02]
[ -2.16113243e-01 -9.65257383e-03 -9.15131937e-02 -3.40089171e-01
1.66990089e-01 1.18729256e-01 9.14910932e-02 1.03835713e-01
-2.04539006e-01 3.63843911e-02]
[ 2.35431861e-02 -3.29970193e-01 -1.20794712e-01 -1.43669205e-01
3.15986087e-01 2.03712988e-02 1.32361135e-01 1.53582885e-01
-1.50897614e-01 -2.00874804e-01]
[ 1.48640936e-01 -1.43927813e-01 -1.38257004e-01 -1.57001782e-03
1.35154633e-01 -6.14286402e-02 -2.12606514e-02 -1.48467037e-01
1.33437196e-01 -1.03279176e-01]
[ -1.24702176e-01 1.44954741e-01 2.55097723e-01 -3.22106572e-02
1.86801882e-01 9.19331352e-02 -5.73479224e-03 -2.99019341e-01
-1.29959646e-01 -6.84743704e-02]
[ -3.49512948e-01 1.02514618e-01 1.14233302e-02 -2.82923285e-02
1.28717539e-01 -1.69754742e-01 -4.78497431e-02 2.35215649e-01
-9.26436308e-02 8.09455427e-02]
[ 1.50892955e-01 1.16124249e-01 -2.38401416e-01 -9.16145261e-02
1.05462506e-01 -2.92219495e-01 2.54224990e-03 -1.67777154e-01
-3.46772637e-03 -1.86868585e-01]
[ 2.09217696e-01 -1.42335096e-01 6.02871631e-02 -2.65994030e-02
6.57185145e-02 -3.00635652e-02 -1.21122137e-02 -1.37008455e-01
1.07640191e-01 -1.81597489e-01]
[ -1.03175265e-01 -2.51136778e-02 1.21190663e-01 1.10627234e-01
2.06547833e-02 -1.12035853e-01 2.31596158e-01 -7.70162624e-02
1.85836765e-01 -1.16961230e-03]
[ 1.93221333e-02 -1.25160747e-01 2.14271174e-01 -2.20394889e-01
5.93860184e-02 1.07096372e-01 6.06432157e-03 -1.13002382e-01
3.53519629e-02 2.50728955e-01]]
[[ 0.5375013 ]
[ 1.35492173]
[ 0.26074986]
[ 0.77312714]
[-2.3929233 ]
[-0.28008356]
[-1.45281905]
[ 0.04166507]
[ 0.60939717]
[ 0.81842253]]
Progress: 17.2% ... Training loss: 0.323 ... Validation loss: 0.508[[ 0.15872962 0.23236289 -0.11382052 0.10249997 -0.51400292 -0.06796208
-0.07158648 0.12392732 -0.08239117 0.19294926]
[ 0.01316091 0.16482737 -0.02088825 0.0366751 0.10716618 -0.00454281
0.30428481 0.04113616 0.13618309 -0.03173291]
[ 0.18933879 0.40838541 0.02706738 0.0904163 0.10173318 -0.05392188
-0.49983044 -0.03429401 0.09433003 0.33241078]
[-0.0332497 -0.32149592 -0.24558709 0.00826163 0.03862494 0.1700299
0.1540791 0.05515816 0.0069506 0.08143689]
[-0.00382552 0.17681617 -0.14685662 0.03929232 0.09156652 -0.17792778
0.02769349 -0.11995162 -0.18884657 0.02134896]
[-0.3491519 -0.32284252 -0.28668589 0.15091376 0.15203415 0.04691764
0.02338699 -0.03524897 -0.00524668 0.03092374]
[-0.0025626 -0.15278444 0.01010665 0.0960906 -0.04095224 -0.07211137
0.16684961 -0.18939671 0.1852885 0.03734601]
[ 0.11266811 -0.2158929 0.03217605 -0.06983162 0.14647786 -0.04356902
0.05629078 0.12239609 0.0685823 -0.02238467]
[-0.16257528 -0.05382851 -0.30241417 -0.01125227 -0.04395773 0.06687219
-0.23833395 -0.0274036 0.26628822 -0.11232055]
[ 0.07245745 -0.21753424 0.0940786 0.04179578 0.10630629 -0.11238104
0.02217653 -0.09824695 0.01285783 0.14917797]
[-0.08307511 0.07955722 -0.00383288 -0.16472439 0.06112477 0.02718491
0.09459851 -0.10248874 -0.02833186 -0.13339341]
[-0.09837265 -0.01353425 -0.0649747 0.00416799 0.31629808 0.09677607
-0.01839385 -0.01504747 -0.15770559 -0.19213907]
[-0.15578804 0.00677832 0.06253553 0.02344751 -0.17635573 -0.22036352
-0.18126649 -0.19692211 0.08851257 0.1760554 ]
[-0.21702737 -0.15128496 0.11953997 0.27098633 -0.12439315 -0.08326727
-0.11453998 -0.25501601 -0.2090227 0.00520713]
[ 0.11952524 -0.04442254 -0.01667358 0.12172446 -0.02296123 -0.08573177
0.10531473 0.00437647 0.03436842 0.02598869]
[ 0.0335163 -0.04359537 -0.21311882 0.14221377 -0.03887314 0.08985619
-0.08156089 -0.02014172 -0.09920026 -0.00848085]
[-0.12671945 -0.06152813 -0.20606156 0.1486483 -0.00113837 0.13700258
0.01601098 -0.25044759 0.06188834 -0.20752588]
[-0.07207545 -0.03724509 0.27528621 0.09533697 0.13071263 -0.06088372
-0.12483212 0.1207184 0.06714892 0.02954953]
[ 0.04418409 -0.03467918 0.08312779 0.07671762 0.11938722 -0.01417347
0.27254132 0.12033388 -0.04505043 -0.07735351]
[ 0.00897011 -0.14504416 -0.28915289 -0.04467902 0.21154099 -0.09203231
0.16739019 0.1645518 0.10949073 -0.02613199]
[ 0.04667557 -0.00170265 -0.12080633 0.03472057 -0.06318339 0.32748846
0.26235142 0.20529548 -0.17145138 -0.06526692]
[ 0.00597437 -0.01670404 0.12217299 0.10676635 -0.01534542 0.10634495
-0.16600302 -0.04080497 0.20951764 0.08154049]
[ 0.10372451 0.06894355 -0.05079193 -0.10991765 -0.0852947 -0.32738321
0.11634016 0.0083866 0.13588321 0.08253446]
[-0.09410561 0.02667881 -0.01345952 0.02847815 -0.00805721 -0.20490317
-0.1040053 -0.01944596 0.01850395 0.13515496]
[-0.13431727 -0.03095417 -0.19277414 0.00949991 -0.29161244 -0.00899598
-0.04472722 -0.02271414 0.01375945 0.07797754]
[-0.01569042 -0.0210982 -0.06788622 -0.10851228 0.47171466 0.26970744
0.4920151 0.11418711 -0.16696445 -0.35118039]
[ 0.00278752 -0.29651897 -0.02036842 -0.04696379 0.58069413 0.09232815
0.43706538 0.09282006 0.04860226 -0.35027116]
[ 0.02199254 -0.36962882 -0.03775094 -0.09354231 0.63344314 0.01929583
0.4259197 0.0495495 -0.35133382 -0.20043253]
[-0.14327284 -0.49634605 0.00254295 -0.16952839 0.66392268 -0.10103655
0.5258395 -0.08056281 -0.04192774 0.11252217]
[-0.26922515 -0.31347445 0.06398352 -0.02453229 0.85160088 0.13495576
0.33754635 0.04910935 -0.07125996 -0.11187938]
[-0.16570144 -0.18219355 0.26696507 -0.19583746 0.51810359 -0.05962143
0.56694378 0.01590471 -0.21915839 0.01837263]
[-0.1022108 -0.14100698 -0.16837061 -0.06597208 0.38085012 -0.24132657
0.09602459 0.17123576 0.01726874 -0.08279922]
[ 0.12737414 0.26678481 0.17125042 -0.06879136 -0.14457483 0.04245588
-0.18173546 0.28494562 0.09066394 0.19514777]
[ 0.33815531 0.27972145 -0.08909218 0.30244313 -0.8720018 -0.28310763
-0.43953247 0.17721323 0.36797635 -0.05690706]
[ 0.05665349 0.16872203 0.25713727 0.26528975 -0.10027333 -0.199811
-0.20385205 -0.13205408 -0.12897832 -0.27223429]
[ 0.03093579 -0.03168936 -0.11462531 -0.04363535 0.22194492 0.03853499
-0.02713423 -0.18369439 0.04282058 0.21934383]
[-0.00506009 -0.06786852 -0.06896993 -0.05858916 0.01167604 -0.17227826
0.10381895 0.00987961 0.03193278 0.00112972]
[ 0.02233682 0.04764817 0.24223498 0.06536444 -0.19927356 -0.13063956
0.13501455 0.03950532 -0.192905 0.10211152]
[ 0.05083472 -0.02450431 0.0984948 -0.02218313 -0.14547909 0.08043079
0.12569708 -0.27172486 -0.03989789 -0.11754663]
[-0.0304317 0.03526604 0.07591255 -0.05682996 0.0518473 0.19114788
0.15252509 0.11751548 -0.04166985 0.14971554]
[ 0.2109813 0.03536946 0.02424602 0.06742023 0.10031085 -0.0168118
-0.12820234 0.1477523 -0.06517339 -0.03189536]
[ 0.02281155 -0.06875527 0.00803868 0.01388448 -0.32299244 -0.11397381
-0.15394564 0.04000638 0.09966813 0.16964201]
[ 0.00833005 0.49243806 0.10358585 0.36299441 -0.94414041 -0.29194078
-0.58048325 -0.07522497 0.2454699 0.28940669]
[ 0.15678939 0.48832905 0.05128158 0.3831437 -0.73756617 -0.07175911
-0.41220498 0.14931245 0.17413499 0.46163818]
[ 0.25177317 0.27679675 0.2411626 0.12889394 -0.35468268 0.08625193
-0.18514096 0.16220491 0.2258585 0.06310559]
[-0.0782281 0.20275772 0.23948292 0.00825596 -0.01205602 0.1337153
-0.08264805 -0.01535421 -0.03962358 0.04400839]
[-0.09859936 -0.01048126 0.02450898 0.09033732 -0.04382853 0.11720367
0.26218926 0.02025956 -0.27708254 -0.0957654 ]
[-0.21665635 -0.01102005 -0.09174642 -0.34077826 0.16913124 0.11896563
0.09283077 0.10380021 -0.20507324 0.03566432]
[ 0.02342741 -0.33016487 -0.12083819 -0.14379456 0.31637327 0.02041543
0.13261618 0.15357619 -0.150994 -0.20102142]
[ 0.14762289 -0.14643924 -0.13870526 -0.00304189 0.13917836 -0.06085969
-0.01865785 -0.14854386 0.1324041 -0.10479763]
[-0.12412427 0.14563968 0.25537056 -0.03133513 0.18418397 0.09165027
-0.00685889 -0.29896832 -0.1292574 -0.06769796]
[-0.34994904 0.10099964 0.01129643 -0.02875542 0.13021091 -0.16956025
-0.04617292 0.23519805 -0.09297677 0.08032243]
[ 0.14943257 0.11260443 -0.23905955 -0.09366951 0.11145816 -0.29148868
0.00604174 -0.16788826 -0.00507707 -0.18888665]
[ 0.20851754 -0.14402539 0.05991677 -0.02769263 0.06898315 -0.02968994
-0.01022813 -0.1370659 0.10683671 -0.18272224]
[-0.10463911 -0.02834352 0.12047009 0.10842422 0.02763837 -0.11128189
0.2355116 -0.07713866 0.18411412 -0.00329168]
[ 0.01810235 -0.12833538 0.21369486 -0.22218112 0.06448378 0.10773242
0.0093913 -0.11309808 0.03408394 0.24900162]]
[[ 0.51219159]
[ 1.33421658]
[ 0.24071542]
[ 0.7509682 ]
[-2.41662041]
[-0.29920614]
[-1.47264605]
[ 0.02105017]
[ 0.58541499]
[ 0.79282602]]
Progress: 17.3% ... Training loss: 0.318 ... Validation loss: 0.508[[ 1.58177671e-01 2.30115683e-01 -1.14099071e-01 1.01483068e-01
-5.10724794e-01 -6.75808400e-02 -6.93246132e-02 1.23900257e-01
-8.29396735e-02 1.91808397e-01]
[ 1.28389124e-02 1.63847473e-01 -2.10657740e-02 3.61230562e-02
1.08992718e-01 -4.32780082e-03 3.05397804e-01 4.11219055e-02
1.35799398e-01 -3.22918518e-02]
[ 1.89073028e-01 4.08085821e-01 2.68570877e-02 8.96659581e-02
1.04301763e-01 -5.36423851e-02 -4.99415577e-01 -3.43115929e-02
9.39598859e-02 3.31592053e-01]
[ -3.30891890e-02 -3.21278352e-01 -2.45450840e-01 8.65815161e-03
3.78152146e-02 1.69893035e-01 1.53269303e-01 5.51700869e-02
7.17351606e-03 8.20320547e-02]
[ -2.07642567e-03 1.81865492e-01 -1.45877456e-01 4.19480689e-02
8.33390367e-02 -1.78979154e-01 2.26291398e-02 -1.19880842e-01
-1.86879283e-01 2.40038908e-02]
[ -3.49677064e-01 -3.25007889e-01 -2.86889451e-01 1.50217058e-01
1.54394847e-01 4.71832953e-02 2.57895015e-02 -3.52670021e-02
-5.74254582e-03 3.00813927e-02]
[ -2.24670501e-03 -1.52271942e-01 1.02584149e-02 9.65171522e-02
-4.22084204e-02 -7.22899735e-02 1.66257913e-01 -1.89385509e-01
1.85655990e-01 3.78466201e-02]
[ 1.12338920e-01 -2.17709720e-01 3.20000055e-02 -7.04197705e-02
1.48586085e-01 -4.33215780e-02 5.75507538e-02 1.22379881e-01
6.82794241e-02 -2.31801601e-02]
[ -1.62362150e-01 -5.34789122e-02 -3.02270029e-01 -1.08535195e-02
-4.49989925e-02 6.67135563e-02 -2.38838694e-01 -2.73951101e-02
2.66614594e-01 -1.11972255e-01]
[ 7.17133034e-02 -2.21238358e-01 9.36738404e-02 4.04531439e-02
1.10375796e-01 -1.11857614e-01 2.57298262e-02 -9.82852588e-02
1.20467811e-02 1.47609097e-01]
[ -8.24131710e-02 8.07068417e-02 -3.43668061e-03 -1.63541642e-01
5.78874923e-02 2.67286655e-02 9.29263458e-02 -1.02456478e-01
-2.73810509e-02 -1.32255123e-01]
[ -9.86157739e-02 -1.40998462e-02 -6.50498414e-02 3.86832589e-03
3.17637334e-01 9.68847584e-02 -1.77089342e-02 -1.50559701e-02
-1.57950215e-01 -1.92497425e-01]
[ -1.55788035e-01 6.77831875e-03 6.25355313e-02 2.34475122e-02
-1.76355731e-01 -2.20363516e-01 -1.81266486e-01 -1.96922110e-01
8.85125659e-02 1.76055402e-01]
[ -2.17071690e-01 -1.51572887e-01 1.19523130e-01 2.70984653e-01
-1.24308577e-01 -8.32522442e-02 -1.14373317e-01 -2.55016019e-01
-2.09029962e-01 5.17753972e-03]
[ 1.19550329e-01 -4.47789735e-02 -1.66300240e-02 1.21806618e-01
-2.31476070e-02 -8.57755950e-02 1.05537558e-01 4.37936882e-03
3.44440410e-02 2.60409613e-02]
[ 3.34586061e-02 -4.39636873e-02 -2.13116274e-01 1.42111794e-01
-3.83318141e-02 8.98906157e-02 -8.09371140e-02 -2.01431665e-02
-9.92526662e-02 -8.61230731e-03]
[ -1.25725561e-01 -5.92953863e-02 -2.05603031e-01 1.50063920e-01
-5.55083006e-03 1.36428606e-01 1.34974502e-02 -2.50409076e-01
6.30192192e-02 -2.06003948e-01]
[ -7.24414948e-02 -3.81820874e-02 2.75112322e-01 9.48011515e-02
1.32448932e-01 -6.06697437e-02 -1.23748428e-01 1.20703643e-01
6.67591406e-02 2.89971735e-02]
[ 4.36724188e-02 -3.60108032e-02 8.28787206e-02 7.58886179e-02
1.21968598e-01 -1.38522919e-02 2.74007565e-01 1.20311138e-01
-4.56854861e-02 -7.81787896e-02]
[ 8.60382487e-03 -1.46213261e-01 -2.89366401e-01 -4.53391217e-02
2.13647244e-01 -9.17885213e-02 1.68640446e-01 1.64533733e-01
1.09008741e-01 -2.68311911e-02]
[ 4.78662680e-02 9.53603549e-04 -1.20167034e-01 3.66685460e-02
-6.89485160e-02 3.26748248e-01 2.58941659e-01 2.05350034e-01
-1.69893435e-01 -6.34363208e-02]
[ 5.75543201e-03 -1.76318988e-02 1.22017420e-01 1.06347389e-01
-1.40977386e-02 1.06517646e-01 -1.65154004e-01 -4.08190599e-02
2.09250526e-01 8.10635989e-02]
[ 1.03775796e-01 6.90594748e-02 -5.07673180e-02 -1.09831522e-01
-8.55397871e-02 -3.27414888e-01 1.16185263e-01 8.38900667e-03
1.35937198e-01 8.26251259e-02]
[ -9.43317236e-02 2.60614797e-02 -1.35542718e-02 2.82114375e-02
-7.11070863e-03 -2.04793290e-01 -1.03436834e-01 -1.94544475e-02
1.83353316e-02 1.34858999e-01]
[ -1.35112523e-01 -3.30836048e-02 -1.93122735e-01 8.32273690e-03
-2.88075944e-01 -8.54139299e-03 -4.23139395e-02 -2.27474603e-02
1.28383791e-02 7.67038643e-02]
[ -1.56289252e-02 -2.09488043e-02 -6.78531396e-02 -1.08412984e-01
4.71461231e-01 2.69679157e-01 4.91847582e-01 1.14189868e-01
-1.66880268e-01 -3.51084466e-01]
[ 2.63804554e-03 -2.96961410e-01 -2.04454395e-02 -4.72207027e-02
5.81503363e-01 9.24308144e-02 4.37566109e-01 9.28131002e-02
4.84116686e-02 -3.50542534e-01]
[ 2.19723084e-02 -3.69902517e-01 -3.77665214e-02 -9.35777791e-02
6.33668974e-01 1.93091222e-02 4.26176809e-01 4.95484649e-02
-3.51358790e-01 -2.00466381e-01]
[ -1.43271227e-01 -4.96599843e-01 2.54064005e-03 -1.69518129e-01
6.63914786e-01 -1.01047728e-01 5.25920625e-01 -8.05624965e-02
-4.19269869e-02 1.12552759e-01]
[ -2.69241554e-01 -3.13683983e-01 6.39990124e-02 -2.44670594e-02
8.51646705e-01 1.34936487e-01 3.37663623e-01 4.91109286e-02
-7.11916851e-02 -1.11817329e-01]
[ -1.65697152e-01 -1.82297104e-01 2.66972691e-01 -1.95799999e-01
5.18068729e-01 -5.96347728e-02 5.67147409e-01 1.59058638e-02
-2.19138678e-01 1.84178529e-02]
[ -1.02284738e-01 -1.41273610e-01 -1.68399222e-01 -6.60420501e-02
3.81225975e-01 -2.41300709e-01 9.62567664e-02 1.71233805e-01
1.72013628e-02 -8.28875335e-02]
[ 1.27122724e-01 2.66043746e-01 1.71105353e-01 -6.92514762e-02
-1.43063208e-01 4.26348609e-02 -1.80844386e-01 2.84933714e-01
9.03538076e-02 1.94686332e-01]
[ 3.37509358e-01 2.77727843e-01 -8.94479691e-02 3.01369385e-01
-8.68859837e-01 -2.82675942e-01 -4.37696695e-01 1.77181896e-01
3.67222253e-01 -5.79946797e-02]
[ 5.68468651e-02 1.69010041e-01 2.57240251e-01 2.65498459e-01
-1.01169885e-01 -1.99925336e-01 -2.04303090e-01 -1.32047701e-01
-1.28765334e-01 -2.71955157e-01]
[ 3.14052431e-02 -3.04933549e-02 -1.14360444e-01 -4.28457737e-02
2.19436318e-01 3.82314998e-02 -2.86156951e-02 -1.83672621e-01
4.34223258e-02 2.20054367e-01]
[ -5.31766513e-03 -6.85103019e-02 -6.90892112e-02 -5.89854683e-02
1.29300990e-02 -1.72124542e-01 1.04583206e-01 9.86851502e-03
3.16257921e-02 7.13087004e-04]
[ 2.22572731e-02 4.74299687e-02 2.42188875e-01 6.52362688e-02
-1.98888546e-01 -1.30590951e-01 1.35268488e-01 3.95020827e-02
-1.93002634e-01 1.01952494e-01]
[ 5.12498573e-02 -2.35521428e-02 9.86773783e-02 -2.15974760e-02
-1.47235982e-01 8.01968951e-02 1.24726394e-01 -2.71710601e-01
-3.94483835e-02 -1.16979789e-01]
[ -3.00931146e-02 3.61214619e-02 7.60610936e-02 -5.63365284e-02
5.03926996e-02 1.90950138e-01 1.51579484e-01 1.17528786e-01
-4.12914014e-02 1.50215809e-01]
[ 2.11140960e-01 3.58499977e-02 2.43270458e-02 6.76907845e-02
9.95489773e-02 -1.69144710e-02 -1.28613947e-01 1.47759823e-01
-6.49754932e-02 -3.16533498e-02]
[ 2.27888593e-02 -6.88137447e-02 8.02400298e-03 1.38269739e-02
-3.22802628e-01 -1.13955010e-01 -1.53885964e-01 4.00046618e-02
9.96190178e-02 1.69593271e-01]
[ 8.41225332e-03 4.92423312e-01 1.03637818e-01 3.63077673e-01
-9.44591759e-01 -2.91960836e-01 -5.80249949e-01 -7.52211261e-02
2.45601369e-01 2.89478732e-01]
[ 1.56770387e-01 4.87975036e-01 5.13335012e-02 3.83276637e-01
-7.37769894e-01 -7.18114088e-02 -4.12261177e-01 1.49315325e-01
1.74286104e-01 4.61682385e-01]
[ 2.51772605e-01 2.76826544e-01 2.41199519e-01 1.28899549e-01
-3.54643316e-01 8.62467612e-02 -1.85145010e-01 1.62204632e-01
2.25864037e-01 6.30704356e-02]
[ -7.86296987e-02 2.01651715e-01 2.39293470e-01 7.68890468e-03
-1.01184274e-02 1.33946920e-01 -8.14589204e-02 -1.53698467e-02
-4.00827292e-02 4.33750509e-02]
[ -9.84796528e-02 -1.01592307e-02 2.45695814e-02 9.05330401e-02
-4.44664233e-02 1.17125475e-01 2.61857220e-01 2.02650685e-02
-2.76931017e-01 -9.55636080e-02]
[ -2.16851480e-01 -1.14884806e-02 -9.18405253e-02 -3.41072250e-01
1.70051225e-01 1.19081684e-01 9.33900842e-02 1.03792095e-01
-2.05299100e-01 3.53694151e-02]
[ 2.33901050e-02 -3.30412342e-01 -1.20871484e-01 -1.43892556e-01
3.16676247e-01 2.04499304e-02 1.32823915e-01 1.53573662e-01
-1.51066096e-01 -2.01130570e-01]
[ 1.47046590e-01 -1.48288370e-01 -1.38997108e-01 -3.92062819e-03
1.41666168e-01 -6.05014105e-02 -1.67892088e-02 -1.48570843e-01
1.31696627e-01 -1.05813521e-01]
[ -1.24437128e-01 1.44578744e-01 2.55226103e-01 -3.17855284e-02
1.85498501e-01 9.18475073e-02 -5.93058832e-03 -2.98981171e-01
-1.29585937e-01 -6.81503332e-02]
[ -3.50283643e-01 1.00198753e-01 1.11504062e-02 -2.92154905e-02
1.31708241e-01 -1.69378136e-01 -4.52567618e-02 2.35185684e-01
-9.33363971e-02 7.98516639e-02]
[ 1.49647230e-01 1.12316760e-01 -2.38880456e-01 -9.32273737e-02
1.10643812e-01 -2.91660542e-01 5.82482856e-03 -1.67874070e-01
-4.68271132e-03 -1.88534950e-01]
[ 2.08354807e-01 -1.44832847e-01 5.98098791e-02 -2.81277001e-02
7.05440149e-02 -2.95377622e-02 -9.20281702e-03 -1.37076349e-01
1.06570939e-01 -1.83151591e-01]
[ -1.04568269e-01 -2.84193599e-02 1.20517507e-01 1.08525424e-01
2.71118191e-02 -1.11349424e-01 2.35526974e-01 -7.71365488e-02
1.84263844e-01 -3.18886697e-03]
[ 1.88780217e-02 -1.26573552e-01 2.14073878e-01 -2.20959731e-01
6.11356239e-02 1.07257872e-01 7.42045923e-03 -1.13066280e-01
3.50963940e-02 2.50126561e-01]]
[[ 0.51066226]
[ 1.33375871]
[ 0.23869652]
[ 0.74913685]
[-2.41679765]
[-0.29870724]
[-1.47211649]
[ 0.01815037]
[ 0.58267958]
[ 0.79084517]]
Progress: 17.4% ... Training loss: 0.320 ... Validation loss: 0.510[[ 1.61246290e-01 2.36601939e-01 -1.12544630e-01 1.06022849e-01
-5.24146713e-01 -6.92493770e-02 -7.69275642e-02 1.24017780e-01
-7.90555928e-02 1.96383777e-01]
[ 1.28636640e-02 1.63872496e-01 -2.10540788e-02 3.61577353e-02
1.08913747e-01 -4.34124935e-03 3.05338547e-01 4.11226854e-02
1.35844043e-01 -3.22484700e-02]
[ 1.92849744e-01 4.17342366e-01 2.86813524e-02 9.52193487e-02
8.61212654e-02 -5.55495290e-02 -5.08822652e-01 -3.41734375e-02
9.84397737e-02 3.36526446e-01]
[ -3.44621669e-02 -3.24194777e-01 -2.46194322e-01 6.59641415e-03
4.38732538e-02 1.70557065e-01 1.56145410e-01 5.51168054e-02
5.48802988e-03 8.03543844e-02]
[ 1.13074086e-03 1.90302444e-01 -1.44263924e-01 4.68145653e-02
6.84722520e-02 -1.80842036e-01 1.36858380e-02 -1.19760676e-01
-1.82892067e-01 2.89218751e-02]
[ -3.48398577e-01 -3.22557941e-01 -2.86244644e-01 1.52178557e-01
1.48879706e-01 4.63981425e-02 2.26108041e-02 -3.52178529e-02
-4.13771063e-03 3.21577018e-02]
[ -7.25165024e-04 -1.48395413e-01 1.10224809e-02 9.87416691e-02
-4.88361279e-02 -7.31076113e-02 1.62028594e-01 -1.89330283e-01
1.87533278e-01 4.01151018e-02]
[ 1.14543900e-01 -2.12883384e-01 3.30769299e-02 -6.70319438e-02
1.37674758e-01 -4.45548563e-02 5.21664930e-02 1.22463081e-01
7.10546939e-02 -2.01010608e-02]
[ -1.61492543e-01 -5.14392041e-02 -3.01860384e-01 -9.60204084e-03
-4.86859315e-02 6.62312260e-02 -2.40733101e-01 -2.73637486e-02
2.67562065e-01 -1.10672286e-01]
[ 7.64390474e-02 -2.10270004e-01 9.59965315e-02 4.73958547e-02
8.93052573e-02 -1.14508731e-01 1.35325516e-02 -9.81115479e-02
1.78017944e-02 1.54461598e-01]
[ -8.23613622e-02 8.03723531e-02 -3.37206474e-03 -1.63385829e-01
5.76783030e-02 2.67166257e-02 9.32747650e-02 -1.02453078e-01
-2.72547107e-02 -1.32140513e-01]
[ -9.75187130e-02 -1.15411903e-02 -6.45417057e-02 5.59512296e-03
3.12175947e-01 9.62295160e-02 -2.05467631e-02 -1.50141440e-02
-1.56626704e-01 -1.90740676e-01]
[ -1.55788035e-01 6.77831875e-03 6.25355313e-02 2.34475122e-02
-1.76355731e-01 -2.20363516e-01 -1.81266486e-01 -1.96922110e-01
8.85125659e-02 1.76055402e-01]
[ -2.16489429e-01 -1.50310932e-01 1.19835149e-01 2.71918325e-01
-1.27379696e-01 -8.36166036e-02 -1.16014197e-01 -2.54993874e-01
-2.08289488e-01 6.19042940e-03]
[ 1.20736444e-01 -4.24070714e-02 -1.60603310e-02 1.23542758e-01
-2.79766504e-02 -8.64814262e-02 1.02533842e-01 4.42369751e-03
3.58774959e-02 2.78776570e-02]
[ 3.27978482e-02 -4.57547809e-02 -2.13434566e-01 1.41146932e-01
-3.51005900e-02 9.02582892e-02 -7.90015324e-02 -2.01668966e-02
-9.99970704e-02 -9.65745429e-03]
[ -1.25261898e-01 -5.81764076e-02 -2.05372218e-01 1.50767329e-01
-7.73248529e-03 1.36170696e-01 1.22699195e-02 -2.50393878e-01
6.35903646e-02 -2.05269476e-01]
[ -7.14581669e-02 -3.55955666e-02 2.75587505e-01 9.62386879e-02
1.27947110e-01 -6.11851214e-02 -1.26533533e-01 1.20739656e-01
6.79392601e-02 3.04895597e-02]
[ 4.42261837e-02 -3.45866095e-02 8.31664493e-02 7.67257923e-02
1.19420679e-01 -1.41810280e-02 2.72449498e-01 1.20334266e-01
-4.49840777e-02 -7.73408407e-02]
[ 1.02272198e-02 -1.43140983e-01 -2.88562078e-01 -4.28669492e-02
2.05880774e-01 -9.26623611e-02 1.65056478e-01 1.64595773e-01
1.11031777e-01 -2.46664355e-02]
[ 4.85265797e-02 2.80085647e-03 -1.19860288e-01 3.76575585e-02
-7.22449218e-02 3.26367967e-01 2.56885633e-01 2.05371936e-01
-1.69122000e-01 -6.24148290e-02]
[ 6.05969480e-03 -1.68865938e-02 1.22148362e-01 1.06745459e-01
-1.51026223e-02 1.06351684e-01 -1.65471482e-01 -4.08080415e-02
2.09586390e-01 8.14782928e-02]
[ 1.03640776e-01 6.86988397e-02 -5.08195233e-02 -1.10007924e-01
-8.49069484e-02 -3.27326133e-01 1.16630953e-01 8.38480741e-03
1.35779895e-01 8.24132764e-02]
[ -9.38507033e-02 2.73294850e-02 -1.33298128e-02 2.89222834e-02
-9.30854890e-03 -2.05073908e-01 -1.04789049e-01 -1.94373577e-02
1.88754466e-02 1.35589424e-01]
[ -1.35280252e-01 -3.34357463e-02 -1.93198701e-01 8.07129118e-03
-2.87283965e-01 -8.44330623e-03 -4.18569094e-02 -2.27534558e-02
1.26478982e-02 7.64389607e-02]
[ -1.57044441e-02 -2.13563100e-02 -6.78849829e-02 -1.08508396e-01
4.71791510e-01 2.69731189e-01 4.92300273e-01 1.14187533e-01
-1.66948125e-01 -3.51225278e-01]
[ 2.31665221e-03 -2.97673580e-01 -2.05920319e-02 -4.76989870e-02
5.83062535e-01 9.26231533e-02 4.38474116e-01 9.28015954e-02
4.80474261e-02 -3.51048994e-01]
[ 2.17692377e-02 -3.70511782e-01 -3.78671257e-02 -9.38665953e-02
6.34627207e-01 1.94252321e-02 4.26737048e-01 4.95413246e-02
-3.51579122e-01 -2.00770251e-01]
[ -1.43628913e-01 -4.97671288e-01 2.37775963e-03 -1.70043873e-01
6.65582192e-01 -1.00864798e-01 5.26943583e-01 -8.05752439e-02
-4.23230569e-02 1.11999839e-01]
[ -2.69491830e-01 -3.14293580e-01 6.38804100e-02 -2.48297969e-02
8.52730713e-01 1.35084280e-01 3.38355207e-01 4.91023774e-02
-7.14764373e-02 -1.12199729e-01]
[ -1.65517524e-01 -1.81994323e-01 2.67075083e-01 -1.95472409e-01
5.17053485e-01 -5.97625394e-02 5.66846857e-01 1.59136277e-02
-2.18890686e-01 1.87467470e-02]
[ -1.02642920e-01 -1.42112173e-01 -1.68567832e-01 -6.66003642e-02
3.82970355e-01 -2.41079741e-01 9.73529064e-02 1.71220832e-01
1.68051793e-02 -8.34546866e-02]
[ 1.27191792e-01 2.66362791e-01 1.71143399e-01 -6.91424681e-02
-1.43447316e-01 4.25941607e-02 -1.81094527e-01 2.84934550e-01
9.04436227e-02 1.94743038e-01]
[ 3.37922622e-01 2.78405981e-01 -8.93033942e-02 3.01785372e-01
-8.69779207e-01 -2.82861768e-01 -4.38958916e-01 1.77194664e-01
3.67698353e-01 -5.73996755e-02]
[ 5.69490738e-02 1.69220607e-01 2.57296533e-01 2.65633904e-01
-1.01660870e-01 -1.99990295e-01 -2.04609397e-01 -1.32043438e-01
-1.28637993e-01 -2.71759685e-01]
[ 3.13446295e-02 -3.07718550e-02 -1.14376120e-01 -4.29054412e-02
2.19573647e-01 3.82620953e-02 -2.84106252e-02 -1.83674106e-01
4.33777351e-02 2.19992934e-01]
[ -4.53225627e-03 -6.64792227e-02 -6.87148183e-02 -5.78046724e-02
9.13181055e-03 -1.72549302e-01 1.02350456e-01 9.89707786e-03
3.25391725e-02 1.87830949e-03]
[ 2.23920294e-02 4.77939014e-02 2.42247445e-01 6.54520888e-02
-1.99558848e-01 -1.30670709e-01 1.34892855e-01 3.95073283e-02
-1.92837079e-01 1.02143846e-01]
[ 5.16586443e-02 -2.25570392e-02 9.88864199e-02 -2.09815762e-02
-1.49260986e-01 7.99539640e-02 1.23591867e-01 -2.71696871e-01
-3.89582718e-02 -1.16320097e-01]
[ -2.97683815e-02 3.69320840e-02 7.61902591e-02 -5.58803571e-02
4.89676901e-02 1.90762232e-01 1.50755030e-01 1.17539672e-01
-4.09436778e-02 1.50618783e-01]
[ 2.11766865e-01 3.76264009e-02 2.46175179e-02 6.86704575e-02
9.65790527e-02 -1.73177224e-02 -1.30494798e-01 1.47781860e-01
-6.42225936e-02 -3.06757528e-02]
[ 2.33155293e-02 -6.74551712e-02 8.29725980e-03 1.45803803e-02
-3.25250576e-01 -1.14228694e-01 -1.55404548e-01 4.00216087e-02
1.00238095e-01 1.70369802e-01]
[ 1.06083638e-02 4.96876873e-01 1.04744397e-01 3.66287421e-01
-9.54097364e-01 -2.93100669e-01 -5.85171892e-01 -7.51381600e-02
2.48233639e-01 2.92623014e-01]
[ 1.57978421e-01 4.90993010e-01 5.19053037e-02 3.85068817e-01
-7.43427228e-01 -7.25082812e-02 -4.15379052e-01 1.49360893e-01
1.75679452e-01 4.63515205e-01]
[ 2.52111974e-01 2.77794724e-01 2.41392846e-01 1.29589772e-01
-3.56722781e-01 8.59810110e-02 -1.86074728e-01 1.62221465e-01
2.26347559e-01 6.36773362e-02]
[ -7.86110356e-02 2.01687971e-01 2.39302312e-01 7.71433284e-03
-1.02006713e-02 1.33936290e-01 -8.15144818e-02 -1.53692319e-02
-4.00684601e-02 4.34113732e-02]
[ -9.85284001e-02 -1.02965229e-02 2.45475828e-02 9.04868219e-02
-4.42474627e-02 1.17141822e-01 2.61993677e-01 2.02636118e-02
-2.76964811e-01 -9.56446786e-02]
[ -2.16770227e-01 -1.12819752e-02 -9.18002489e-02 -3.40951421e-01
1.69704320e-01 1.19031800e-01 9.31503681e-02 1.03795151e-01
-2.05200941e-01 3.54966880e-02]
[ 2.35263471e-02 -3.30084202e-01 -1.20806254e-01 -1.43680246e-01
3.16053104e-01 2.03669287e-02 1.32414916e-01 1.53578714e-01
-1.50904975e-01 -2.00907634e-01]
[ 1.47419048e-01 -1.47532898e-01 -1.38846575e-01 -3.50950867e-03
1.40408411e-01 -6.06011910e-02 -1.74687947e-02 -1.48561917e-01
1.32146382e-01 -1.05319554e-01]
[ -1.24209006e-01 1.44889798e-01 2.55401992e-01 -3.13548055e-02
1.84100973e-01 9.17215308e-02 -6.34460598e-03 -2.98969278e-01
-1.29200239e-01 -6.78144050e-02]
[ -3.49612645e-01 1.01497163e-01 1.14587811e-02 -2.82839667e-02
1.28841488e-01 -1.69734129e-01 -4.67985625e-02 2.35207691e-01
-9.25690424e-02 8.07326797e-02]
[ 1.49405541e-01 1.11554362e-01 -2.39007003e-01 -9.36776998e-02
1.12021434e-01 -2.91493581e-01 6.83496589e-03 -1.67884582e-01
-5.05557254e-03 -1.89012840e-01]
[ 2.10425831e-01 -1.39910853e-01 6.08784461e-02 -2.49588313e-02
6.10994750e-02 -3.07505932e-02 -1.49353653e-02 -1.36991944e-01
1.09203033e-01 -1.79779746e-01]
[ -1.03894048e-01 -2.69827570e-02 1.20870089e-01 1.09654011e-01
2.37549453e-02 -1.11790624e-01 2.34040969e-01 -7.71101596e-02
1.85166190e-01 -2.12919982e-03]
[ 2.09774998e-02 -1.21342166e-01 2.15039921e-01 -2.17754906e-01
5.13403389e-02 1.06008292e-01 1.57759450e-03 -1.12990452e-01
3.75368728e-02 2.53185887e-01]]
[[ 0.53965476]
[ 1.36352413]
[ 0.26528168]
[ 0.77959307]
[-2.39779022]
[-0.27912658]
[-1.45431044]
[ 0.04147586]
[ 0.61094492]
[ 0.82339495]]
Progress: 17.4% ... Training loss: 0.325 ... Validation loss: 0.506[[ 1.61893730e-01 2.38481143e-01 -1.12182119e-01 1.07109800e-01
-5.26126473e-01 -6.97113073e-02 -7.87942844e-02 1.24078340e-01
-7.81758769e-02 1.97458714e-01]
[ 1.28636640e-02 1.63872496e-01 -2.10540788e-02 3.61577353e-02
1.08913747e-01 -4.34124935e-03 3.05338547e-01 4.11226854e-02
1.35844043e-01 -3.22484700e-02]
[ 1.93202116e-01 4.18498881e-01 2.87503196e-02 9.52687238e-02
8.52864312e-02 -5.55340557e-02 -5.09651526e-01 -3.41779653e-02
9.84112396e-02 3.36606128e-01]
[ -3.20408538e-02 -3.18769612e-01 -2.44935418e-01 1.02475447e-02
3.39461533e-02 1.69462810e-01 1.49445207e-01 5.52974557e-02
8.19624575e-03 8.45303853e-02]
[ -2.77205965e-03 1.81091549e-01 -1.46279371e-01 4.10850714e-02
8.49497418e-02 -1.79035837e-01 2.39549907e-02 -1.20044233e-01
-1.87231522e-01 2.27577225e-02]
[ -3.49231232e-01 -3.24834037e-01 -2.86632554e-01 1.51222850e-01
1.52321908e-01 4.66347558e-02 2.48139271e-02 -3.52636133e-02
-4.79877983e-03 3.10341964e-02]
[ -1.58857995e-04 -1.46638156e-01 1.13183356e-02 9.96515831e-02
-5.15458977e-02 -7.34367153e-02 1.60169915e-01 -1.89284799e-01
1.88233322e-01 4.11387318e-02]
[ 1.15164798e-01 -2.11791712e-01 3.33763201e-02 -6.61620075e-02
1.35201646e-01 -4.48897729e-02 5.07528983e-02 1.22509160e-01
7.17479336e-02 -1.93332188e-02]
[ -1.61434221e-01 -5.14211196e-02 -3.01806679e-01 -9.54022372e-03
-4.81083846e-02 6.61967409e-02 -2.40416951e-01 -2.73601512e-02
2.67579671e-01 -1.10651410e-01]
[ 7.65202483e-02 -2.10249469e-01 9.60288017e-02 4.75783409e-02
8.99742441e-02 -1.14720765e-01 1.38174105e-02 -9.80998424e-02
1.79861940e-02 1.54414546e-01]
[ -8.23220765e-02 8.04390887e-02 -3.29589824e-03 -1.63211105e-01
5.72859419e-02 2.66552476e-02 9.29874841e-02 -1.02442375e-01
-2.70962376e-02 -1.31915690e-01]
[ -9.72263258e-02 -1.10375450e-02 -6.43891022e-02 6.12387370e-03
3.10736189e-01 9.60410359e-02 -2.12973414e-02 -1.49871511e-02
-1.56219756e-01 -1.90229606e-01]
[ -1.55788035e-01 6.77831875e-03 6.25355313e-02 2.34475122e-02
-1.76355731e-01 -2.20363516e-01 -1.81266486e-01 -1.96922110e-01
8.85125659e-02 1.76055402e-01]
[ -2.16709114e-01 -1.50967051e-01 1.19723844e-01 2.71720276e-01
-1.26478193e-01 -8.35685768e-02 -1.15475497e-01 -2.55003726e-01
-2.08455419e-01 5.94475757e-03]
[ 1.20001819e-01 -4.43220025e-02 -1.63999541e-02 1.22608764e-01
-2.51732887e-02 -8.62235803e-02 1.04532004e-01 4.37729230e-03
3.52277795e-02 2.68017864e-02]
[ 3.29792748e-02 -4.53413908e-02 -2.13345163e-01 1.41410158e-01
-3.56146646e-02 9.01588353e-02 -7.95189650e-02 -2.01516389e-02
-9.97742259e-02 -9.36246038e-03]
[ -1.24602241e-01 -5.62316872e-02 -2.05025179e-01 1.51774352e-01
-1.07605601e-02 1.35802450e-01 1.03082212e-02 -2.50340899e-01
6.43746013e-02 -2.04274754e-01]
[ -7.17987166e-02 -3.62204944e-02 2.75434722e-01 9.58024531e-02
1.29380796e-01 -6.10301541e-02 -1.25763653e-01 1.20715448e-01
6.75874833e-02 3.01870077e-02]
[ 4.41679777e-02 -3.50237981e-02 8.31098698e-02 7.65564193e-02
1.19803576e-01 -1.41201171e-02 2.72716106e-01 1.20323966e-01
-4.51137917e-02 -7.75402828e-02]
[ 1.03283966e-02 -1.42895259e-01 -2.88504139e-01 -4.26907925e-02
2.05388988e-01 -9.27176461e-02 1.64774503e-01 1.64604826e-01
1.11163307e-01 -2.45077555e-02]
[ 4.92002735e-02 4.24729268e-03 -1.19517779e-01 3.86745172e-02
-7.51597255e-02 3.25974175e-01 2.55218168e-01 2.05426222e-01
-1.68286543e-01 -6.15172716e-02]
[ 6.83357419e-03 -1.49707250e-02 1.22502783e-01 1.07764879e-01
-1.75840567e-02 1.05987619e-01 -1.67163215e-01 -4.07536198e-02
2.10322467e-01 8.25602255e-02]
[ 1.03119920e-01 6.74682056e-02 -5.10570475e-02 -1.10746292e-01
-8.25882503e-02 -3.27054339e-01 1.17999498e-01 8.34463678e-03
1.35194079e-01 8.16223342e-02]
[ -9.37314893e-02 2.74768560e-02 -1.32564784e-02 2.91162785e-02
-9.83618716e-03 -2.05145286e-01 -1.05051536e-01 -1.94266204e-02
1.90369169e-02 1.35802841e-01]
[ -1.35502504e-01 -3.40945395e-02 -1.93304491e-01 7.75648971e-03
-2.86329431e-01 -8.34652289e-03 -4.11690134e-02 -2.27698556e-02
1.24090578e-02 7.61009784e-02]
[ -1.63124152e-02 -2.29926775e-02 -6.81954806e-02 -1.09430287e-01
4.74374001e-01 2.70049119e-01 4.93983498e-01 1.14140799e-01
-1.67650012e-01 -3.52196749e-01]
[ 2.52301008e-03 -2.97273314e-01 -2.04870455e-02 -4.73784651e-02
5.82165881e-01 9.25083380e-02 4.37975133e-01 9.28179566e-02
4.82895668e-02 -3.50749182e-01]
[ 2.14213567e-02 -3.71251481e-01 -3.80290873e-02 -9.43633380e-02
6.36208659e-01 1.96081226e-02 4.27547810e-01 4.95147042e-02
-3.51973341e-01 -2.01294725e-01]
[ -1.44208737e-01 -4.98919282e-01 2.09797283e-03 -1.70895482e-01
6.68172243e-01 -1.00563534e-01 5.28453412e-01 -8.06194999e-02
-4.29648170e-02 1.11168750e-01]
[ -2.69418222e-01 -3.14183439e-01 6.39221130e-02 -2.47102808e-02
8.52405831e-01 1.35041287e-01 3.38169036e-01 4.91089232e-02
-7.13809727e-02 -1.12070369e-01]
[ -1.65406037e-01 -1.81829194e-01 2.67162735e-01 -1.95219777e-01
5.16265981e-01 -5.98572259e-02 5.66629844e-01 1.59273929e-02
-2.18693109e-01 1.89964350e-02]
[ -1.02419162e-01 -1.41784200e-01 -1.68441372e-01 -6.61572587e-02
3.81772763e-01 -2.41240485e-01 9.67617593e-02 1.71241910e-01
1.71497662e-02 -8.30267758e-02]
[ 1.27577663e-01 2.67509559e-01 1.71363824e-01 -6.84913908e-02
-1.45349357e-01 4.23679409e-02 -1.82303205e-01 2.84966004e-01
9.09263284e-02 1.95381567e-01]
[ 3.39153400e-01 2.81427160e-01 -8.87096466e-02 3.03513376e-01
-8.73798738e-01 -2.83508218e-01 -4.42113155e-01 1.77290574e-01
3.69071579e-01 -5.54874182e-02]
[ 5.66431479e-02 1.68577153e-01 2.57151024e-01 2.65220145e-01
-1.00357637e-01 -1.99890189e-01 -2.03823125e-01 -1.32061394e-01
-1.28930953e-01 -2.72224589e-01]
[ 3.11631893e-02 -3.11666548e-02 -1.14486121e-01 -4.32231014e-02
2.20426944e-01 3.83676139e-02 -2.79193088e-02 -1.83690352e-01
4.31269244e-02 2.19675937e-01]
[ -3.57931864e-03 -6.41691298e-02 -6.82465474e-02 -5.63961182e-02
4.89781900e-03 -1.73047460e-01 9.99284040e-02 9.97104463e-03
3.35965112e-02 3.27114939e-03]
[ 2.20622453e-02 4.68291228e-02 2.42057422e-01 6.48573366e-02
-1.97609300e-01 -1.30472807e-01 1.35881741e-01 3.94726039e-02
-1.93291403e-01 1.01484665e-01]
[ 5.13715971e-02 -2.30880209e-02 9.87477071e-02 -2.13709375e-02
-1.47978414e-01 8.00772201e-02 1.24230962e-01 -2.71718437e-01
-3.92881284e-02 -1.16668461e-01]
[ -2.97108843e-02 3.71156606e-02 7.62190022e-02 -5.57680163e-02
4.88193951e-02 1.90731387e-01 1.50588375e-01 1.17545887e-01
-4.08674370e-02 1.50706312e-01]
[ 2.12321384e-01 3.90056661e-02 2.49002790e-02 6.94992231e-02
9.39428258e-02 -1.76231467e-02 -1.31996202e-01 1.47824378e-01
-6.35651863e-02 -2.97669686e-02]
[ 2.31853425e-02 -6.77645943e-02 8.22935573e-03 1.43774419e-02
-3.24630927e-01 -1.14158227e-01 -1.55035648e-01 4.00113795e-02
1.00083473e-01 1.70158013e-01]
[ 1.05675367e-02 4.96597071e-01 1.04709468e-01 3.66236832e-01
-9.54232030e-01 -2.93079906e-01 -5.85026463e-01 -7.51416976e-02
2.48189692e-01 2.92579227e-01]
[ 1.58326252e-01 4.91559642e-01 5.20882591e-02 3.85616386e-01
-7.44887061e-01 -7.27241601e-02 -4.16119922e-01 1.49392456e-01
1.76155495e-01 4.63963091e-01]
[ 2.51826729e-01 2.77106853e-01 2.41248214e-01 1.29178395e-01
-3.55598187e-01 8.61187226e-02 -1.85377921e-01 1.62200634e-01
2.26053576e-01 6.32778863e-02]
[ -7.85099359e-02 2.01958570e-01 2.39356702e-01 7.87518226e-03
-1.07054070e-02 1.33877660e-01 -8.17624457e-02 -1.53608990e-02
-3.99530449e-02 4.35160595e-02]
[ -9.88900183e-02 -1.12101092e-02 2.43732363e-02 8.99826892e-02
-4.26170826e-02 1.17327498e-01 2.62983721e-01 2.02361668e-02
-2.77383511e-01 -9.61937954e-02]
[ -2.16834716e-01 -1.14743177e-02 -9.18345345e-02 -3.41055237e-01
1.70005366e-01 1.19066271e-01 9.33264844e-02 1.03790255e-01
-2.05264376e-01 3.53821092e-02]
[ 2.32157145e-02 -3.30833807e-01 -1.20944720e-01 -1.44108592e-01
3.17317606e-01 2.05219241e-02 1.33310409e-01 1.53555447e-01
-1.51232797e-01 -2.01382875e-01]
[ 1.48200297e-01 -1.45674337e-01 -1.38429863e-01 -2.26385147e-03
1.36750946e-01 -6.10227071e-02 -1.95574110e-02 -1.48496748e-01
1.33084143e-01 -1.04024725e-01]
[ -1.23521677e-01 1.45896422e-01 2.55752823e-01 -3.03408292e-02
1.81341882e-01 9.13314999e-02 -7.79122503e-03 -2.98910001e-01
-1.28293968e-01 -6.68775199e-02]
[ -3.49333351e-01 1.02216911e-01 1.16145821e-02 -2.77659410e-02
1.28450956e-01 -1.69970288e-01 -4.75597861e-02 2.35234607e-01
-9.21839705e-02 8.13385271e-02]
[ 1.48678936e-01 1.09891075e-01 -2.39352710e-01 -9.47171599e-02
1.15226413e-01 -2.91136399e-01 8.60449546e-03 -1.67941084e-01
-5.87088232e-03 -1.90088141e-01]
[ 2.10007650e-01 -1.41112164e-01 6.06603014e-02 -2.56060568e-02
6.31634263e-02 -3.05206782e-02 -1.36726370e-02 -1.37027223e-01
1.08668438e-01 -1.80467546e-01]
[ -1.04309224e-01 -2.80274759e-02 1.20665860e-01 1.09060558e-01
2.55812967e-02 -1.11580641e-01 2.35181577e-01 -7.71417442e-02
1.84681007e-01 -2.80473794e-03]
[ 2.12024636e-02 -1.20426866e-01 2.15145698e-01 -2.17366466e-01
4.98890114e-02 1.05797026e-01 9.48187272e-04 -1.12969048e-01
3.78926767e-02 2.53475808e-01]]
[[ 0.54319925]
[ 1.36513374]
[ 0.26743337]
[ 0.78279612]
[-2.39870239]
[-0.27441242]
[-1.45403011]
[ 0.04598108]
[ 0.61644136]
[ 0.82682696]]
Progress: 17.4% ... Training loss: 0.327 ... Validation loss: 0.510[[ 0.16168611 0.23781248 -0.11229557 0.10662935 -0.52300984 -0.06965684
-0.07791671 0.12406219 -0.07839771 0.19693688]
[ 0.01267939 0.16342729 -0.02114884 0.03588194 0.10976121 -0.0042455
0.30580219 0.04110634 0.13562846 -0.03254073]
[ 0.19131663 0.41418193 0.02767997 0.092074 0.09379661 -0.05454176
-0.50502521 -0.03436808 0.09595628 0.33344861]
[-0.02968109 -0.31371959 -0.24373857 0.01352575 0.02420248 0.168594
0.14354965 0.05548211 0.0105721 0.08842638]
[-0.00556476 0.17423037 -0.14763363 0.03726826 0.09518077 -0.17794708
0.03175696 -0.12026448 -0.19014017 0.01822848]
[-0.35037128 -0.32796791 -0.28715772 0.14967132 0.15791122 0.04709998
0.02818592 -0.03534775 -0.00596428 0.02933901]
[-0.00176464 -0.15079936 0.01053542 0.09721227 -0.04399517 -0.07264237
0.16449595 -0.18943021 0.18639692 0.03872924]
[ 0.11394927 -0.21530342 0.03271871 -0.06811338 0.14110316 -0.04428811
0.05427818 0.12240409 0.0703176 -0.02138011]
[-0.16122032 -0.05110637 -0.3016643 -0.00914857 -0.04825186 0.06605588
-0.24062302 -0.02733504 0.26784254 -0.11045934]
[ 0.07367591 -0.2182144 0.09464166 0.04336893 0.10427945 -0.11347687
0.02206901 -0.09833495 0.01486385 0.14994076]
[-0.08325391 0.07816061 -0.00376688 -0.16460117 0.06186031 0.02712929
0.09551044 -0.10252038 -0.02818236 -0.13343566]
[-0.09719761 -0.01128616 -0.06435429 0.00617279 0.3107547 0.09604347
-0.02105466 -0.01498353 -0.15618065 -0.19019534]
[-0.15578804 0.00677832 0.06253553 0.02344751 -0.17635573 -0.22036352
-0.18126649 -0.19692211 0.08851257 0.1760554 ]
[-0.21644608 -0.15039247 0.11988948 0.27207426 -0.12696863 -0.08370101
-0.11610003 -0.25497928 -0.20813963 0.00633211]
[ 0.11957772 -0.04565661 -0.01659793 0.12209924 -0.02328604 -0.08609916
0.10598332 0.00435002 0.03484212 0.02619889]
[ 0.03221871 -0.04726869 -0.21371791 0.14036811 -0.03251341 0.09050187
-0.07748789 -0.02020991 -0.10061247 -0.0105075 ]
[-0.12451157 -0.05599234 -0.20499147 0.15187795 -0.01064198 0.13574305
0.01007148 -0.25034107 0.06447516 -0.20417447]
[-0.07244055 -0.03778629 0.27515385 0.09485302 0.13213187 -0.06070199
-0.1240495 0.12066035 0.06688573 0.02936883]
[ 0.04306077 -0.03789632 0.08254162 0.07485638 0.12458703 -0.01354977
0.27566599 0.12022624 -0.04640795 -0.07929952]
[ 0.00954062 -0.14498007 -0.2889308 -0.04390533 0.20890837 -0.09234115
0.16670832 0.16453238 0.11021077 -0.02575482]
[ 0.04852523 0.00268654 -0.11985833 0.03761026 -0.07165391 0.32632254
0.25707515 0.20536786 -0.16911334 -0.0625822 ]
[ 0.0074041 -0.01404989 0.12277153 0.10856376 -0.01988487 0.10569861
-0.16831647 -0.040701 0.2110364 0.08330541]
[ 0.1034385 0.06822374 -0.05085743 -0.11022555 -0.08337473 -0.32723799
0.11748155 0.00837709 0.1355231 0.08203899]
[-0.09378392 0.02722472 -0.01327996 0.0290499 -0.00962493 -0.2051187
-0.10486496 -0.01943039 0.01903246 0.13570981]
[-0.13604382 -0.03547894 -0.19358496 0.00697494 -0.28373167 -0.00807906
-0.0397431 -0.02281574 0.01178399 0.07522239]
[-0.0164934 -0.0235042 -0.06830164 -0.10973219 0.47540345 0.27014899
0.4944538 0.11412363 -0.16788624 -0.35250991]
[ 0.00235996 -0.2977864 -0.02059012 -0.04765833 0.58316823 0.09260765
0.43853551 0.09280217 0.04807383 -0.35106509]
[ 0.02117412 -0.37197497 -0.03815043 -0.09472327 0.63715953 0.01973327
0.4282918 0.04949236 -0.35225995 -0.20167847]
[-0.14433145 -0.49940756 0.00203208 -0.17109767 0.66867465 -0.100507
0.52893511 -0.08063145 -0.04312282 0.11097058]
[-0.26943846 -0.31424114 0.06391306 -0.02473483 0.85245294 0.13504871
0.33821727 0.04910773 -0.07140181 -0.11209812]
[-0.16568079 -0.18274113 0.26704698 -0.1955747 0.51737141 -0.05972978
0.56747075 0.01590666 -0.21897542 0.018634 ]
[-0.1022971 -0.14164008 -0.16837508 -0.06594478 0.38106368 -0.24131907
0.09645408 0.17125395 0.0173051 -0.08281602]
[ 0.12658567 0.26506046 0.17091061 -0.06992504 -0.14104218 0.04287125
-0.17960209 0.28488197 0.08986488 0.19401419]
[ 0.3396253 0.28271026 -0.08841822 0.30429364 -0.87522102 -0.28381418
-0.44362836 0.1773397 0.3696839 -0.05468763]
[ 0.05580247 0.1665005 0.25671278 0.26396979 -0.09637481 -0.19950357
-0.201604 -0.1321324 -0.12989827 -0.27359008]
[ 0.03097859 -0.03158502 -0.11457953 -0.04349735 0.22126611 0.03846164
-0.02741988 -0.18370619 0.04291477 0.21938904]
[-0.00394277 -0.06512235 -0.06845695 -0.05701528 0.00676553 -0.17285586
0.10088398 0.00993529 0.03310898 0.00270543]
[ 0.02140822 0.0452775 0.24174079 0.0639244 -0.19476819 -0.13017246
0.13753827 0.03941976 -0.19402011 0.10056466]
[ 0.05167086 -0.02229042 0.09889295 -0.02092995 -0.14923443 0.07992951
0.12339678 -0.27170145 -0.03893226 -0.11621648]
[-0.02988875 0.03673645 0.07614863 -0.0559924 0.04951925 0.19081552
0.1510532 0.117533 -0.04103903 0.1503702 ]
[ 0.21237159 0.03916313 0.02491065 0.06957578 0.09362851 -0.01769122
-0.13214554 0.14783053 -0.06349225 -0.0296939 ]
[ 0.02276212 -0.06884934 0.00800586 0.01373212 -0.32269348 -0.11395553
-0.15398686 0.03997354 0.09958483 0.16952759]
[ 0.01070875 0.49691887 0.10479048 0.36635144 -0.95439233 -0.29312772
-0.5850679 -0.07513235 0.24827208 0.29266895]
[ 0.16004414 0.49517387 0.05294294 0.38808736 -0.75149239 -0.07359856
-0.42002594 0.14954661 0.17812845 0.4663514 ]
[ 0.25089619 0.27484133 0.24078998 0.12784236 -0.35160427 0.08659109
-0.18289689 0.16212116 0.22505167 0.0618596 ]
[-0.07847643 0.20203863 0.23937276 0.00792338 -0.01084874 0.13386076
-0.08185075 -0.01535814 -0.03991555 0.04356491]
[-0.09931464 -0.01226901 0.02416549 0.08938845 -0.04072895 0.1175414
0.26408 0.02020035 -0.27786303 -0.09684426]
[-0.2173212 -0.01262987 -0.09207903 -0.34177432 0.17215979 0.11931385
0.09461692 0.1037519 -0.20580049 0.03466179]
[ 0.02311866 -0.33112531 -0.12099561 -0.14425046 0.31767699 0.02056942
0.13361119 0.15354842 -0.15134683 -0.20154259]
[ 0.14860283 -0.14506548 -0.13830431 -0.00180918 0.13545675 -0.06120922
-0.02057421 -0.14846932 0.133516 -0.10350344]
[-0.12332457 0.14575756 0.25583983 -0.03008499 0.18099955 0.09121922
-0.00770578 -0.29888644 -0.12803942 -0.06679681]
[-0.35031701 0.09995604 0.01113775 -0.02927598 0.13339855 -0.16949932
-0.04508646 0.23515331 -0.09330787 0.07991219]
[ 0.14763078 0.10715472 -0.23986742 -0.09629463 0.12019093 -0.29062552
0.01143161 -0.16803185 -0.00712826 -0.19171397]
[ 0.20920708 -0.14321779 0.0602554 -0.02683637 0.06743765 -0.03011921
-0.01113569 -0.13709512 0.10763404 -0.1818525 ]
[-0.10484994 -0.02925984 0.12043682 0.10838105 0.02788086 -0.11135037
0.23652694 -0.07718327 0.1841646 -0.00359287]
[ 0.02022848 -0.12305367 0.21473532 -0.21863023 0.05393772 0.1062026
0.00371404 -0.11304804 0.03696899 0.25213957]]
[[ 0.52905654]
[ 1.35186122]
[ 0.25251782]
[ 0.76973614]
[-2.41790971]
[-0.28571005]
[-1.47004594]
[ 0.03294292]
[ 0.60428561]
[ 0.81281903]]
Progress: 17.5% ... Training loss: 0.313 ... Validation loss: 0.503[[ 1.60734479e-01 2.34776443e-01 -1.12672669e-01 1.05179755e-01
-5.17543325e-01 -6.91174636e-02 -7.53245150e-02 1.24018249e-01
-7.93214806e-02 1.95299635e-01]
[ 1.26701382e-02 1.63433867e-01 -2.11548687e-02 3.58656533e-02
1.09852392e-01 -4.23922828e-03 3.05819082e-01 4.11050997e-02
1.35613862e-01 -3.25647496e-02]
[ 1.91446022e-01 4.14727153e-01 2.77143672e-02 9.20597783e-02
9.28608357e-02 -5.45214323e-02 -5.05929411e-01 -3.43596772e-02
9.61344383e-02 3.33434547e-01]
[ -2.98028596e-02 -3.14241811e-01 -2.43839738e-01 1.32709251e-02
2.56921029e-02 1.68701810e-01 1.44108603e-01 5.54632733e-02
1.02720666e-02 8.83611339e-02]
[ -3.30985477e-03 1.80387795e-01 -1.46473122e-01 4.07262301e-02
8.43708669e-02 -1.79330124e-01 2.49302797e-02 -1.20109356e-01
-1.87333821e-01 2.14999586e-02]
[ -3.50197989e-01 -3.28225666e-01 -2.87024778e-01 1.50037487e-01
1.57568663e-01 4.69337742e-02 2.82996940e-02 -3.53297068e-02
-5.66373665e-03 2.96189378e-02]
[ -2.05410796e-03 -1.51781989e-01 1.04154068e-02 9.66819959e-02
-4.19910349e-02 -7.24526951e-02 1.65185185e-01 -1.89448256e-01
1.86037439e-01 3.81324845e-02]
[ 1.14291300e-01 -2.14963797e-01 3.29057584e-02 -6.75608681e-02
1.39792806e-01 -4.44879707e-02 5.33489111e-02 1.22434562e-01
7.08737774e-02 -2.09042514e-02]
[ -1.61065893e-01 -5.07887122e-02 -3.01592451e-01 -8.93638790e-03
-4.89637293e-02 6.59904737e-02 -2.40823913e-01 -2.73254991e-02
2.67952175e-01 -1.10241585e-01]
[ 7.35776060e-02 -2.19629983e-01 9.46291041e-02 4.31158718e-02
1.05498027e-01 -1.13398951e-01 2.30196623e-02 -9.83334441e-02
1.48031659e-02 1.49549823e-01]
[ -8.28090284e-02 7.88287373e-02 -3.50630898e-03 -1.63857961e-01
6.03982516e-02 2.68442539e-02 9.44170725e-02 -1.02486128e-01
-2.76272453e-02 -1.32770620e-01]
[ -9.71639101e-02 -1.11218177e-02 -6.43304808e-02 6.28322353e-03
3.10637530e-01 9.60087894e-02 -2.12390937e-02 -1.49792931e-02
-1.56068213e-01 -1.90092666e-01]
[ -1.55788035e-01 6.77831875e-03 6.25355313e-02 2.34475122e-02
-1.76355731e-01 -2.20363516e-01 -1.81266486e-01 -1.96922110e-01
8.85125659e-02 1.76055402e-01]
[ -2.16452040e-01 -1.50755466e-01 1.19907513e-01 2.72143765e-01
-1.27064795e-01 -8.37276622e-02 -1.15852757e-01 -2.54976005e-01
-2.08087762e-01 6.35526266e-03]
[ 1.19722258e-01 -4.56341079e-02 -1.65017298e-02 1.22338063e-01
-2.33547748e-02 -8.62172499e-02 1.05946651e-01 4.36232001e-03
3.50457384e-02 2.63951593e-02]
[ 3.23185531e-02 -4.69740308e-02 -2.13664529e-01 1.40514043e-01
-3.28366322e-02 9.04391867e-02 -7.77904219e-02 -2.02027928e-02
-1.00488378e-01 -1.03637526e-02]
[ -1.24461154e-01 -5.59545238e-02 -2.04964542e-01 1.51956966e-01
-1.07966085e-02 1.35705036e-01 9.81672608e-03 -2.50339229e-01
6.45193474e-02 -2.04159324e-01]
[ -7.22538692e-02 -3.75140155e-02 2.75248983e-01 9.50327858e-02
1.31832667e-01 -6.07757574e-02 -1.24346084e-01 1.20673171e-01
6.70853939e-02 2.95089889e-02]
[ 4.30771788e-02 -3.77251816e-02 8.25706633e-02 7.50052574e-02
1.23960003e-01 -1.35586571e-02 2.75268617e-01 1.20233010e-01
-4.62896707e-02 -7.92098625e-02]
[ 8.78233539e-03 -1.46878025e-01 -2.89303638e-01 -4.50861384e-02
2.12294551e-01 -9.19153190e-02 1.68836573e-01 1.64483947e-01
1.09301903e-01 -2.69268143e-02]
[ 4.94297904e-02 4.35762583e-03 -1.19391505e-01 3.89615841e-02
-7.51517797e-02 3.25808740e-01 2.54722607e-01 2.05430500e-01
-1.67977705e-01 -6.12179657e-02]
[ 7.25553520e-03 -1.45475821e-02 1.22686513e-01 1.08274896e-01
-1.90151754e-02 1.05804889e-01 -1.67670285e-01 -4.07128184e-02
2.10807677e-01 8.30499589e-02]
[ 1.02903734e-01 6.69631885e-02 -5.11068389e-02 -1.10995453e-01
-8.08578381e-02 -3.26947387e-01 1.18955347e-01 8.34361727e-03
1.34922832e-01 8.12025627e-02]
[ -9.33996303e-02 2.81042757e-02 -1.31064084e-02 2.96035092e-02
-1.14629025e-02 -2.05314505e-01 -1.05928867e-01 -1.94065292e-02
1.94441350e-02 1.36299629e-01]
[ -1.36002699e-01 -3.53918896e-02 -1.93564981e-01 7.04824963e-03
-2.83960277e-01 -8.10588445e-03 -3.98613990e-02 -2.28126552e-02
1.18397081e-02 7.53008509e-02]
[ -1.68080517e-02 -2.44947688e-02 -6.84476456e-02 -1.10187505e-01
4.76755672e-01 2.70311975e-01 4.95513071e-01 1.14105661e-01
-1.68236723e-01 -3.53019131e-01]
[ 2.27043095e-03 -2.98186883e-01 -2.06346348e-02 -4.78153471e-02
5.83702436e-01 9.26705841e-02 4.39000834e-01 9.27955379e-02
4.79572857e-02 -3.51260467e-01]
[ 2.07901976e-02 -3.73235698e-01 -3.83347201e-02 -9.52786697e-02
6.38799474e-01 1.99393173e-02 4.29439938e-01 4.94693255e-02
-3.52708048e-01 -2.02258542e-01]
[ -1.44601873e-01 -5.00069842e-01 1.90909612e-03 -1.71496810e-01
6.69826330e-01 -1.00361001e-01 5.29622073e-01 -8.06481038e-02
-4.34383881e-02 1.10561692e-01]
[ -2.69484194e-01 -3.14510913e-01 6.38885554e-02 -2.47839862e-02
8.52644033e-01 1.35067702e-01 3.38457564e-01 4.91052295e-02
-7.14441069e-02 -1.12189878e-01]
[ -1.66209798e-01 -1.84115368e-01 2.66811175e-01 -1.96298051e-01
5.19660234e-01 -5.94625139e-02 5.68772729e-01 1.58763365e-02
-2.19551262e-01 1.78599656e-02]
[ -1.02346565e-01 -1.41718130e-01 -1.68396717e-01 -6.60004508e-02
3.81289634e-01 -2.41291996e-01 9.66042034e-02 1.71251202e-01
1.72646634e-02 -8.28864621e-02]
[ 1.25776201e-01 2.63024751e-01 1.70518219e-01 -7.11569408e-02
-1.37242645e-01 4.33201065e-02 -1.77300880e-01 2.84830394e-01
8.89216795e-02 1.92873047e-01]
[ 3.40204154e-01 2.84172428e-01 -8.81482516e-02 3.05095904e-01
-8.77058407e-01 -2.84098912e-01 -4.45185797e-01 1.77376138e-01
3.70324330e-01 -5.37863732e-02]
[ 5.58389268e-02 1.66581386e-01 2.56730463e-01 2.64020725e-01
-9.65369431e-02 -1.99519408e-01 -2.01668410e-01 -1.32130052e-01
-1.29855476e-01 -2.73533440e-01]
[ 3.07122690e-02 -3.23934188e-02 -1.14728168e-01 -4.39542597e-02
2.22758276e-01 3.86409178e-02 -2.65976232e-02 -1.83727015e-01
4.25717850e-02 2.18978243e-01]
[ -3.39158410e-03 -6.36723869e-02 -6.81715574e-02 -5.61471917e-02
3.99656940e-03 -1.73171243e-01 9.92995902e-02 9.97411075e-03
3.37379183e-02 3.60186738e-03]
[ 2.17200401e-02 4.61081290e-02 2.41886072e-01 6.44530936e-02
-1.96426539e-01 -1.30355370e-01 1.36597340e-01 3.94424882e-02
-1.93603526e-01 1.00988189e-01]
[ 5.16235808e-02 -2.26119512e-02 9.88559035e-02 -2.10520100e-02
-1.48895435e-01 7.99616946e-02 1.23590086e-01 -2.71707395e-01
-3.90200209e-02 -1.16340403e-01]
[ -2.94946979e-02 3.77139169e-02 7.63347358e-02 -5.54226767e-02
4.77774620e-02 1.90604111e-01 1.49984822e-01 1.17554836e-01
-4.05904524e-02 1.50919488e-01]
[ 2.12419177e-01 3.93111452e-02 2.49461833e-02 6.97022357e-02
9.33484905e-02 -1.77457241e-02 -1.32382186e-01 1.47836361e-01
-6.33938115e-02 -2.95656252e-02]
[ 2.28676757e-02 -6.85932582e-02 8.06013027e-03 1.38996585e-02
-3.23225706e-01 -1.14022093e-01 -1.54334238e-01 3.99806102e-02
9.97206690e-02 1.69733090e-01]
[ 1.11215212e-02 4.97847019e-01 1.04991473e-01 3.66896008e-01
-9.55878074e-01 -2.93358749e-01 -5.85810001e-01 -7.51058222e-02
2.48701492e-01 2.93161016e-01]
[ 1.61496226e-01 4.98386903e-01 5.37037084e-02 3.90243546e-01
-7.57578980e-01 -7.44141961e-02 -4.24065909e-01 1.49645371e-01
1.79938322e-01 4.68433903e-01]
[ 2.50852621e-01 2.74708402e-01 2.40762511e-01 1.27763505e-01
-3.51348889e-01 8.66213566e-02 -1.82728358e-01 1.62117259e-01
2.24985250e-01 6.17639777e-02]
[ -7.83211529e-02 2.02529851e-01 2.39452411e-01 8.18734324e-03
-1.15308250e-02 1.33767966e-01 -8.23957575e-02 -1.53464025e-02
-3.97060126e-02 4.38254682e-02]
[ -9.91264499e-02 -1.18288028e-02 2.42606019e-02 8.96663579e-02
-4.16397908e-02 1.17452445e-01 2.63530226e-01 2.02122088e-02
-2.77644276e-01 -9.65407431e-02]
[ -2.17297237e-01 -1.25661734e-02 -9.20673067e-02 -3.41725097e-01
1.72012779e-01 1.19296225e-01 9.45351796e-02 1.03753977e-01
-2.05762566e-01 3.47144396e-02]
[ 2.20905264e-02 -3.33715240e-01 -1.21480967e-01 -1.45770633e-01
3.22339452e-01 2.11231252e-02 1.36504784e-01 1.53484486e-01
-1.52527397e-01 -2.03116741e-01]
[ 1.49711986e-01 -1.42453421e-01 -1.37738306e-01 -6.13904032e-05
1.30365671e-01 -6.18298136e-02 -2.35949404e-02 -1.48395786e-01
1.34857004e-01 -1.01764012e-01]
[ -1.23464046e-01 1.45105861e-01 2.55785558e-01 -3.02778035e-02
1.82029494e-01 9.12726576e-02 -7.31767171e-03 -2.98892111e-01
-1.28180860e-01 -6.71122885e-02]
[ -3.50606896e-01 9.91859976e-02 1.09888281e-02 -2.97621019e-02
1.34861062e-01 -1.69318114e-01 -4.40110047e-02 2.35136485e-01
-9.36786374e-02 7.93793759e-02]
[ 1.47971364e-01 1.07827704e-01 -2.39621619e-01 -9.56336027e-02
1.18755131e-01 -2.90909139e-01 1.04780336e-02 -1.67999497e-01
-6.59620020e-03 -1.91103180e-01]
[ 2.08640887e-01 -1.44917695e-01 5.99520421e-02 -2.77854722e-02
7.04064048e-02 -2.97641204e-02 -9.21565242e-03 -1.37135813e-01
1.06918604e-01 -1.82832366e-01]
[ -1.05208918e-01 -3.05105459e-02 1.20268667e-01 1.07749254e-01
3.00163801e-02 -1.11124459e-01 2.37603985e-01 -7.72042749e-02
1.83784444e-01 -4.18760887e-03]
[ 2.05135396e-02 -1.22549474e-01 2.14870034e-01 -2.18178605e-01
5.25072232e-02 1.06049375e-01 2.90053948e-03 -1.13029740e-01
3.73105962e-02 2.52589030e-01]]
[[ 0.53201955]
[ 1.35796166]
[ 0.25393677]
[ 0.77447702]
[-2.42030741]
[-0.2845455 ]
[-1.47123922]
[ 0.03421666]
[ 0.60677326]
[ 0.81645369]]
Progress: 17.6% ... Training loss: 0.313 ... Validation loss: 0.501[[ 1.57851038e-01 2.27274581e-01 -1.14011802e-01 1.00906910e-01
-5.05916348e-01 -6.75897029e-02 -6.72034690e-02 1.23839302e-01
-8.25270391e-02 1.91062983e-01]
[ 1.28266091e-02 1.63869036e-01 -2.10702950e-02 3.61418194e-02
1.09029667e-01 -4.34142180e-03 3.05430075e-01 4.11164675e-02
1.35812006e-01 -3.22971060e-02]
[ 1.91514103e-01 4.14080333e-01 2.76192849e-02 9.14453457e-02
9.49870464e-02 -5.42476390e-02 -5.05847006e-01 -3.43773697e-02
9.58294877e-02 3.33152843e-01]
[ -2.97016808e-02 -3.12783543e-01 -2.43664930e-01 1.38099925e-02
2.37835629e-02 1.68536504e-01 1.42692727e-01 5.54831196e-02
1.07305559e-02 8.88499149e-02]
[ -1.43497819e-03 1.84548021e-01 -1.45595771e-01 4.33731481e-02
7.60144935e-02 -1.80396480e-01 2.04477445e-02 -1.19993224e-01
-1.85231615e-01 2.40840302e-02]
[ -3.50597973e-01 -3.29339718e-01 -2.87174762e-01 1.49656639e-01
1.58483220e-01 4.70514364e-02 2.96009784e-02 -3.53495514e-02
-5.96198964e-03 2.92101007e-02]
[ -3.70429221e-03 -1.56577453e-01 9.58768118e-03 9.40585656e-02
-3.45650511e-02 -7.14766685e-02 1.70132831e-01 -1.89558908e-01
1.84159180e-01 3.55364323e-02]
[ 1.13471836e-01 -2.17045589e-01 3.24988311e-02 -6.89052016e-02
1.43099583e-01 -4.39986372e-02 5.54359085e-02 1.22374044e-01
6.99090095e-02 -2.21403670e-02]
[ -1.61458706e-01 -5.22204619e-02 -3.01711358e-01 -9.46900754e-03
-4.78949376e-02 6.61537601e-02 -2.39373672e-01 -2.73417985e-02
2.67645533e-01 -1.10892112e-01]
[ 7.03577400e-02 -2.28918202e-01 9.30249626e-02 3.79647349e-02
1.20409042e-01 -1.11549120e-01 3.27232987e-02 -9.85541936e-02
1.10633060e-02 1.44468481e-01]
[ -8.14680324e-02 8.21909070e-02 -2.79428964e-03 -1.61606173e-01
5.33371241e-02 2.60084335e-02 9.08999621e-02 -1.02387907e-01
-2.58745889e-02 -1.30475525e-01]
[ -9.85474852e-02 -1.46188256e-02 -6.49419024e-02 4.30134062e-03
3.15503752e-01 9.67410874e-02 -1.76394507e-02 -1.50640794e-02
-1.57528930e-01 -1.92197951e-01]
[ -1.55788035e-01 6.77831875e-03 6.25355313e-02 2.34475122e-02
-1.76355731e-01 -2.20363516e-01 -1.81266486e-01 -1.96922110e-01
8.85125659e-02 1.76055402e-01]
[ -2.16835267e-01 -1.51663674e-01 1.19757226e-01 2.71744407e-01
-1.25894070e-01 -8.35758516e-02 -1.14813199e-01 -2.54997320e-01
-2.08458754e-01 5.94080873e-03]
[ 1.19665067e-01 -4.58702800e-02 -1.65215173e-02 1.22280928e-01
-2.33215970e-02 -8.62156830e-02 1.06158255e-01 4.35968748e-03
3.50344370e-02 2.63199048e-02]
[ 3.24940688e-02 -4.66246190e-02 -2.13582925e-01 1.40786980e-01
-3.36903183e-02 9.03347596e-02 -7.81737984e-02 -2.01899927e-02
-1.00260980e-01 -1.00771732e-02]
[ -1.25330086e-01 -5.85778569e-02 -2.05387985e-01 1.50640871e-01
-7.40045226e-03 1.36199438e-01 1.25410848e-02 -2.50396148e-01
6.35439481e-02 -2.05549594e-01]
[ -7.28959117e-02 -3.90864055e-02 2.74944548e-01 9.39991518e-02
1.35282740e-01 -6.03929008e-02 -1.22562960e-01 1.20632016e-01
6.63051712e-02 2.85382039e-02]
[ 4.27788270e-02 -3.89414374e-02 8.23772063e-02 7.44063786e-02
1.25339524e-01 -1.33372332e-02 2.76347576e-01 1.20206612e-01
-4.66617413e-02 -7.97715383e-02]
[ 9.45639280e-03 -1.45025264e-01 -2.88965034e-01 -4.40516857e-02
2.08897742e-01 -9.22998362e-02 1.66809383e-01 1.64528945e-01
1.10090856e-01 -2.58371841e-02]
[ 4.90649146e-02 3.45898819e-03 -1.19577432e-01 3.83988421e-02
-7.35177558e-02 3.26012517e-01 2.55648842e-01 2.05405637e-01
-1.68421128e-01 -6.17254682e-02]
[ 6.66687841e-03 -1.62988165e-02 1.22424836e-01 1.07337863e-01
-1.62021267e-02 1.06144460e-01 -1.65611021e-01 -4.07522094e-02
2.10199416e-01 8.20515046e-02]
[ 1.02348899e-01 6.55390835e-02 -5.13491959e-02 -1.11800091e-01
-7.89788801e-02 -3.26665156e-01 1.20297717e-01 8.31173976e-03
1.34370245e-01 8.03626214e-02]
[ -9.35364218e-02 2.77146885e-02 -1.31668715e-02 2.94222829e-02
-1.11326074e-02 -2.05266978e-01 -1.05578572e-01 -1.94141370e-02
1.93116824e-02 1.36106131e-01]
[ -1.36219815e-01 -3.59971960e-02 -1.93646898e-01 6.75036751e-03
-2.83079653e-01 -7.99579883e-03 -3.91804292e-02 -2.28256088e-02
1.16221467e-02 7.49849454e-02]
[ -1.69521854e-02 -2.48596394e-02 -6.85166089e-02 -1.10394454e-01
4.77360496e-01 2.70389258e-01 4.95877068e-01 1.14096404e-01
-1.68400212e-01 -3.53237947e-01]
[ 1.82049477e-03 -2.99294067e-01 -2.08541252e-02 -4.84860477e-02
5.85769482e-01 9.29123550e-02 4.40223252e-01 9.27657116e-02
4.74421705e-02 -3.51957358e-01]
[ 2.05719462e-02 -3.73764733e-01 -3.84359113e-02 -9.55954495e-02
6.39855342e-01 2.00558148e-02 4.29989195e-01 4.94554532e-02
-3.52948975e-01 -2.02584553e-01]
[ -1.44691512e-01 -5.00298035e-01 1.87337352e-03 -1.71615507e-01
6.70151519e-01 -1.00319152e-01 5.29852357e-01 -8.06528080e-02
-4.35272185e-02 1.10457476e-01]
[ -2.70058963e-01 -3.16020640e-01 6.36270808e-02 -2.55746237e-02
8.54872895e-01 1.35364638e-01 3.40081099e-01 4.90705552e-02
-7.20415933e-02 -1.13021584e-01]
[ -1.66379596e-01 -1.84505163e-01 2.66751742e-01 -1.96464339e-01
5.20214740e-01 -5.94037933e-02 5.69386088e-01 1.58686624e-02
-2.19688126e-01 1.76637989e-02]
[ -1.02533484e-01 -1.42097422e-01 -1.68481918e-01 -6.62685490e-02
3.81984021e-01 -2.41188845e-01 9.71397288e-02 1.71239261e-01
1.70660874e-02 -8.31803385e-02]
[ 1.25829856e-01 2.63064552e-01 1.70540599e-01 -7.10934294e-02
-1.37358035e-01 4.32961834e-02 -1.77393464e-01 2.84831724e-01
8.89832452e-02 1.92967950e-01]
[ 3.38667301e-01 2.80122957e-01 -8.88882840e-02 3.02731409e-01
-8.70941147e-01 -2.83258395e-01 -4.41190432e-01 1.77278764e-01
3.68668864e-01 -5.61200030e-02]
[ 5.55774106e-02 1.65942698e-01 2.56599414e-01 2.63590615e-01
-9.52861640e-02 -1.99376849e-01 -2.00926730e-01 -1.32148507e-01
-1.30181031e-01 -2.73972664e-01]
[ 3.09437500e-02 -3.18784492e-02 -1.14619984e-01 -4.36373016e-02
2.21737352e-01 3.85239881e-02 -2.71330880e-02 -1.83713344e-01
4.28157296e-02 2.19321696e-01]
[ -3.78326083e-03 -6.48091416e-02 -6.83756406e-02 -5.67618364e-02
5.92634888e-03 -1.72962602e-01 1.00490538e-01 9.94657772e-03
3.32607526e-02 2.94006114e-03]
[ 2.16806131e-02 4.60087781e-02 2.41866492e-01 6.43974918e-02
-1.96262288e-01 -1.30334152e-01 1.36701476e-01 3.94399535e-02
-1.93648964e-01 1.00926402e-01]
[ 5.24963297e-02 -2.02582919e-02 9.92976062e-02 -1.96834654e-02
-1.53176052e-01 7.94604668e-02 1.21026147e-01 -2.71647199e-01
-3.79767968e-02 -1.14913469e-01]
[ -2.95008345e-02 3.76651997e-02 7.63370637e-02 -5.54159082e-02
4.77486296e-02 1.90603354e-01 1.50008472e-01 1.17555105e-01
-4.05865082e-02 1.50926256e-01]
[ 2.12274778e-01 3.89093072e-02 2.48753309e-02 6.94626751e-02
9.40604347e-02 -1.76609227e-02 -1.31954074e-01 1.47826430e-01
-6.35769265e-02 -2.98157316e-02]
[ 2.29615711e-02 -6.83459396e-02 8.10592992e-03 1.40359885e-02
-3.23678427e-01 -1.14070690e-01 -1.54568641e-01 3.99866080e-02
9.98238226e-02 1.69860794e-01]
[ 1.17225946e-02 4.98915629e-01 1.05268870e-01 3.67668073e-01
-9.58250987e-01 -2.93609558e-01 -5.87124576e-01 -7.50687684e-02
2.49380150e-01 2.94056974e-01]
[ 1.61140030e-01 4.96995306e-01 5.35685521e-02 3.89781074e-01
-7.56901373e-01 -7.42462283e-02 -4.22664227e-01 1.49625889e-01
1.79617006e-01 4.67887964e-01]
[ 2.50696401e-01 2.74399829e-01 2.40691483e-01 1.27518254e-01
-3.50589451e-01 8.67097674e-02 -1.82299960e-01 1.62105958e-01
2.24815444e-01 6.15286682e-02]
[ -7.79862913e-02 2.03447011e-01 2.39623157e-01 8.71506987e-03
-1.30932721e-02 1.33569841e-01 -8.33632727e-02 -1.53242491e-02
-3.92951472e-02 4.43440063e-02]
[ -9.90653142e-02 -1.16289424e-02 2.42913242e-02 8.97681387e-02
-4.19519903e-02 1.17413884e-01 2.63323868e-01 2.02167693e-02
-2.77563056e-01 -9.64377230e-02]
[ -2.17996877e-01 -1.43751766e-02 -9.24113275e-02 -3.42777574e-01
1.75208298e-01 1.19670279e-01 9.64473370e-02 1.03707773e-01
-2.06584942e-01 3.36774373e-02]
[ 2.20047422e-02 -3.34087588e-01 -1.21536492e-01 -1.45942785e-01
3.22864347e-01 2.11839871e-02 1.36841288e-01 1.53476705e-01
-1.52660365e-01 -2.03293064e-01]
[ 1.49145196e-01 -1.43757196e-01 -1.38011623e-01 -8.86481947e-04
1.32810735e-01 -6.15341565e-02 -2.20137036e-02 -1.48431979e-01
1.34253235e-01 -1.02555882e-01]
[ -1.22948352e-01 1.46169346e-01 2.56054788e-01 -2.94598511e-02
1.79179387e-01 9.09657324e-02 -8.63025929e-03 -2.98856081e-01
-1.27497961e-01 -6.62699056e-02]
[ -3.50776590e-01 9.82034793e-02 1.09259991e-02 -3.00954637e-02
1.35798079e-01 -1.69188195e-01 -4.33428174e-02 2.35124357e-01
-9.38249591e-02 7.90082520e-02]
[ 1.48156271e-01 1.07906072e-01 -2.39516696e-01 -9.53556441e-02
1.18172467e-01 -2.91027395e-01 1.05827257e-02 -1.67983496e-01
-6.38099325e-03 -1.90897814e-01]
[ 2.08342428e-01 -1.45795409e-01 5.98122048e-02 -2.82763950e-02
7.17789575e-02 -2.95793609e-02 -8.26671120e-03 -1.37156385e-01
1.06551135e-01 -1.83352116e-01]
[ -1.04967473e-01 -2.98236528e-02 1.20383558e-01 1.08047639e-01
2.94844728e-02 -1.11239581e-01 2.36872937e-01 -7.71867704e-02
1.84004372e-01 -3.77412162e-03]
[ 1.73439915e-02 -1.30637271e-01 2.13353430e-01 -2.22804756e-01
6.44333758e-02 1.07725651e-01 1.14272864e-02 -1.13237697e-01
3.38622015e-02 2.47919007e-01]]
[[ 0.51793938]
[ 1.34889026]
[ 0.24058155]
[ 0.7611854 ]
[-2.43149678]
[-0.29612437]
[-1.48283828]
[ 0.0209501 ]
[ 0.59265004]
[ 0.80181515]]
Progress: 17.6% ... Training loss: 0.316 ... Validation loss: 0.504[[ 0.16201029 0.23780271 -0.11181601 0.10745209 -0.52472586 -0.07018768
-0.07825032 0.12402949 -0.07744853 0.19762323]
[ 0.0130449 0.16444145 -0.02097056 0.03646194 0.10802674 -0.00445195
0.3048406 0.04112467 0.13606713 -0.03195133]
[ 0.19449335 0.42242655 0.0291722 0.09578545 0.08164046 -0.05608534
-0.51425936 -0.03425236 0.09922578 0.33759638]
[-0.02978415 -0.31259927 -0.24377479 0.01374188 0.02455006 0.16865238
0.1426532 0.05547246 0.0104829 0.08921576]
[-0.00533022 0.1743125 -0.14750111 0.0374776 0.09366659 -0.17808079
0.03167614 -0.12016097 -0.18969675 0.01782091]
[-0.35021388 -0.32869006 -0.28696955 0.15038064 0.15602673 0.04675524
0.02865551 -0.03532948 -0.00543566 0.02987473]
[-0.00250533 -0.15330592 0.0102388 0.09592963 -0.03960978 -0.07224082
0.16624855 -0.18950303 0.18567982 0.03744019]
[ 0.11614037 -0.21024887 0.03384 -0.06479921 0.13094874 -0.04563981
0.04851942 0.12248853 0.07309736 -0.01801684]
[-0.15991413 -0.04873497 -0.30097101 -0.00717088 -0.05463467 0.06528627
-0.24301707 -0.02727848 0.26943158 -0.10861062]
[ 0.07473523 -0.2183228 0.09527358 0.04477345 0.0999544 -0.11425733
0.02094119 -0.09835663 0.01644202 0.15115244]
[-0.08041405 0.08471491 -0.00230744 -0.1600455 0.04929753 0.02540107
0.08822489 -0.10234757 -0.02466475 -0.1288263 ]
[-0.0981828 -0.01353483 -0.06473952 0.00493114 0.31360619 0.09648765
-0.0185719 -0.01504823 -0.15709611 -0.19155773]
[-0.15578804 0.00677832 0.06253553 0.02344751 -0.17635573 -0.22036352
-0.18126649 -0.19692211 0.08851257 0.1760554 ]
[-0.21670058 -0.15145008 0.11983054 0.27200552 -0.12673142 -0.08368044
-0.11520342 -0.25498963 -0.20826324 0.006213 ]
[ 0.11973499 -0.04603679 -0.01648171 0.12243901 -0.02381474 -0.08627704
0.10616354 0.00436344 0.03513785 0.02640106]
[ 0.03286659 -0.04564576 -0.21340833 0.1413726 -0.03562214 0.09007341
-0.07919294 -0.02017303 -0.0997744 -0.00950423]
[-0.12592198 -0.06009253 -0.20563105 0.14979895 -0.00472597 0.13652906
0.01420969 -0.25041779 0.06288499 -0.2064373 ]
[-0.07347769 -0.04030541 0.27468119 0.09316353 0.13784122 -0.06007602
-0.12111097 0.12060818 0.06567763 0.0276602 ]
[ 0.04511863 -0.03287113 0.08351302 0.07786389 0.1153511 -0.01470644
0.26938497 0.12030452 -0.04397433 -0.0761569 ]
[ 0.01004409 -0.14340925 -0.28868489 -0.04317791 0.20581581 -0.09266731
0.16520279 0.16455186 0.11073496 -0.02498998]
[ 0.04947461 0.00433519 -0.11934662 0.0390708 -0.07539418 0.32572468
0.25463664 0.20542465 -0.16781747 -0.0610671 ]
[ 0.00883807 -0.01112038 0.12353919 0.11068691 -0.02577148 0.1048629
-0.17077369 -0.04065541 0.21275865 0.0853958 ]
[ 0.10299069 0.06710124 -0.05106757 -0.11083994 -0.08168301 -0.32701636
0.11856751 0.00833647 0.13509824 0.08133344]
[-0.09315299 0.02866924 -0.01298495 0.02999749 -0.01292792 -0.20548058
-0.10662383 -0.01939874 0.01976253 0.13670772]
[-0.13636073 -0.03634372 -0.19371501 0.00653465 -0.28242653 -0.00791315
-0.03876704 -0.02283157 0.01147125 0.07476086]
[-0.01743698 -0.02623816 -0.06876778 -0.11113018 0.47975348 0.27065695
0.49744201 0.11407702 -0.16893001 -0.3540226 ]
[ 0.001636 -0.29977225 -0.02093695 -0.04875344 0.58656119 0.09301671
0.44069835 0.09275834 0.04723118 -0.35222913]
[ 0.02011713 -0.37494617 -0.03864463 -0.09627691 0.6419145 0.0203205
0.43131427 0.04943751 -0.35347503 -0.20329775]
[-0.1447144 -0.50038662 0.0018625 -0.1716493 0.67025201 -0.10030723
0.52992262 -0.08065372 -0.04355495 0.11041857]
[-0.27027098 -0.31655042 0.06353007 -0.02589518 0.85574109 0.13548393
0.34066705 0.04906194 -0.07229092 -0.11335611]
[-0.1663796 -0.18450516 0.26675174 -0.19646434 0.52021474 -0.05940379
0.56938609 0.01586866 -0.21968813 0.0176638 ]
[-0.10262088 -0.14240294 -0.16848964 -0.06630422 0.38214856 -0.24117528
0.0973958 0.17123874 0.01702428 -0.08324483]
[ 0.12635749 0.26445362 0.17079352 -0.07029939 -0.13983006 0.04298421
-0.17886434 0.28485246 0.08960777 0.19376264]
[ 0.34032598 0.2847483 -0.08802892 0.30529611 -0.87748063 -0.28422552
-0.44595507 0.1773495 0.37062067 -0.05325311]
[ 0.05614861 0.16728268 0.25687005 0.26443372 -0.09799689 -0.19971086
-0.20252149 -0.13212497 -0.1295063 -0.27310641]
[ 0.03094079 -0.03186188 -0.11461796 -0.04363994 0.22170013 0.03853472
-0.02709935 -0.18371352 0.04281412 0.21930629]
[-0.00391956 -0.06513406 -0.0684433 -0.0569677 0.00657768 -0.17288851
0.10093128 0.00994105 0.03310159 0.00273895]
[ 0.02141087 0.04538742 0.24173712 0.06394254 -0.19481326 -0.13018335
0.13754555 0.03942726 -0.19399639 0.10047425]
[ 0.05314928 -0.01858516 0.09960497 -0.01869356 -0.15633975 0.07908634
0.11910414 -0.27162188 -0.03723566 -0.11386571]
[-0.02860866 0.04004561 0.07677693 -0.05404801 0.04335545 0.19006547
0.14746927 0.11759325 -0.03956915 0.15229116]
[ 0.2124016 0.03944406 0.02492216 0.0696164 0.09336941 -0.01773151
-0.1326185 0.14783052 -0.06345036 -0.02957828]
[ 0.0228271 -0.06867801 0.00803551 0.01381253 -0.32295575 -0.11398813
-0.15417359 0.03998071 0.09966986 0.16964616]
[ 0.01198208 0.49967817 0.10540156 0.36811198 -0.9594929 -0.29379751
-0.58781749 -0.07505725 0.24965609 0.29444221]
[ 0.16276532 0.50015534 0.05439966 0.39223855 -0.76391873 -0.07521557
-0.42631326 0.14970037 0.18162832 0.4701012 ]
[ 0.25116945 0.27563949 0.24093594 0.1283269 -0.35317468 0.08638821
-0.18370051 0.16212755 0.22546342 0.06228835]
[-0.07757943 0.20453456 0.23982666 0.00937026 -0.01519349 0.13331685
-0.08450977 -0.01530601 -0.03878582 0.04499142]
[-0.09891469 -0.01127531 0.02435867 0.08999048 -0.04263464 0.11732753
0.26291626 0.02022305 -0.27739158 -0.09621473]
[-0.21780119 -0.0139039 -0.09231903 -0.34247568 0.17432109 0.11955311
0.09597623 0.10371602 -0.20634953 0.03396778]
[ 0.02225033 -0.33367776 -0.1214233 -0.14558492 0.32179439 0.02104632
0.13618426 0.15348658 -0.15237867 -0.20292567]
[ 0.15070395 -0.13943106 -0.13722875 0.00157051 0.12493246 -0.0625115
-0.02652201 -0.14836424 0.13611459 -0.1001205 ]
[-0.12240396 0.14759423 0.25634519 -0.02856131 0.17634603 0.09060757
-0.01019785 -0.2988295 -0.12680593 -0.06540456]
[-0.34958338 0.10099055 0.01148454 -0.02831798 0.1312341 -0.16990266
-0.04660981 0.23516993 -0.09237041 0.08080373]
[ 0.14972214 0.11182031 -0.23861636 -0.09274834 0.11121187 -0.29202643
0.00636451 -0.16790511 -0.00435921 -0.18827405]
[ 0.20886576 -0.14456199 0.06008397 -0.02745542 0.06949751 -0.02992521
-0.00923565 -0.13713298 0.10712739 -0.18259672]
[-0.1042822 -0.02818737 0.12069019 0.10899481 0.02642561 -0.11163177
0.23496853 -0.07716002 0.18477264 -0.00278078]
[ 0.01706933 -0.13175589 0.21318073 -0.22331404 0.06561809 0.10794368
0.01247209 -0.11325239 0.03350932 0.24742372]]
[[ 0.54851346]
[ 1.37739098]
[ 0.26611541]
[ 0.79060799]
[-2.41471915]
[-0.27467719]
[-1.46433216]
[ 0.04757999]
[ 0.62393544]
[ 0.8318991 ]]
Progress: 17.6% ... Training loss: 0.324 ... Validation loss: 0.508[[ 1.58177127e-01 2.28387333e-01 -1.13693635e-01 1.01563329e-01
-5.06276153e-01 -6.82276965e-02 -6.86164259e-02 1.23693833e-01
-8.17443327e-02 1.91854877e-01]
[ 1.30448967e-02 1.64441447e-01 -2.09705602e-02 3.64619421e-02
1.08026739e-01 -4.45194781e-03 3.04840602e-01 4.11246686e-02
1.36067130e-01 -3.19513265e-02]
[ 1.91553830e-01 4.14761611e-01 2.76368171e-02 9.09303207e-02
9.55920228e-02 -5.44308874e-02 -5.06985102e-01 -3.45285050e-02
9.56704022e-02 3.33156086e-01]
[ -2.83354892e-02 -3.08594055e-01 -2.42997767e-01 1.60571593e-02
1.77587572e-02 1.67973601e-01 1.38812808e-01 5.56108949e-02
1.21735515e-02 9.18641756e-02]
[ -1.34631014e-03 1.83537390e-01 -1.45411694e-01 4.37732337e-02
7.50249609e-02 -1.80257499e-01 2.16680851e-02 -1.19785474e-01
-1.84790477e-01 2.37700572e-02]
[ -3.51177776e-01 -3.30985160e-01 -2.87426636e-01 1.48976409e-01
1.60500296e-01 4.72063709e-02 3.14728073e-02 -3.54140109e-02
-6.52358088e-03 2.82920429e-02]
[ -3.09381013e-03 -1.54880887e-01 9.96032515e-03 9.49162794e-02
-3.56961666e-02 -7.19233013e-02 1.67740830e-01 -1.89554637e-01
1.84984142e-01 3.65786718e-02]
[ 1.13771630e-01 -2.16203025e-01 3.26186290e-02 -6.85160952e-02
1.41512667e-01 -4.43918660e-02 5.47692345e-02 1.22275796e-01
7.02781810e-02 -2.16577904e-02]
[ -1.61752503e-01 -5.32815864e-02 -3.01835149e-01 -9.83076494e-03
-4.65792009e-02 6.61810469e-02 -2.38152940e-01 -2.74362672e-02
2.67417362e-01 -1.11413417e-01]
[ 7.11570212e-02 -2.27510800e-01 9.34720903e-02 3.92178906e-02
1.16801591e-01 -1.12424048e-01 3.08060647e-02 -9.86756451e-02
1.22618919e-02 1.45523373e-01]
[ -8.24911519e-02 7.97754711e-02 -3.27759919e-03 -1.63134009e-01
5.89991595e-02 2.64335181e-02 9.35101058e-02 -1.02526271e-01
-2.69826642e-02 -1.31928268e-01]
[ -9.82869710e-02 -1.37782283e-02 -6.47889436e-02 4.78085405e-03
3.14063948e-01 9.65332904e-02 -1.82984754e-02 -1.50571688e-02
-1.57215070e-01 -1.91714646e-01]
[ -1.55788035e-01 6.77831875e-03 6.25355313e-02 2.34475122e-02
-1.76355731e-01 -2.20363516e-01 -1.81266486e-01 -1.96922110e-01
8.85125659e-02 1.76055402e-01]
[ -2.17152697e-01 -1.52320688e-01 1.19608137e-01 2.71347630e-01
-1.24876135e-01 -8.34745328e-02 -1.14004491e-01 -2.55028330e-01
-2.08740428e-01 5.53889093e-03]
[ 1.19343490e-01 -4.72018335e-02 -1.66876387e-02 1.21839193e-01
-2.17403419e-02 -8.60785062e-02 1.07474118e-01 4.32659804e-03
3.46512586e-02 2.57091028e-02]
[ 3.29343500e-02 -4.54027764e-02 -2.13387653e-01 1.41443694e-01
-3.51570761e-02 9.00118997e-02 -7.94232783e-02 -2.01640146e-02
-9.97287248e-02 -9.39053574e-03]
[ -1.25498090e-01 -5.92762370e-02 -2.05431718e-01 1.50348951e-01
-6.10572705e-03 1.36336367e-01 1.30867157e-02 -2.50383915e-01
6.33437515e-02 -2.05831842e-01]
[ -7.39200793e-02 -4.15247837e-02 2.74494306e-01 9.24537392e-02
1.39898099e-01 -5.98181505e-02 -1.19872980e-01 1.20568396e-01
6.52033196e-02 2.70068373e-02]
[ 4.35530315e-02 -3.67502072e-02 8.27465558e-02 7.55630781e-02
1.22041501e-01 -1.39142762e-02 2.73566321e-01 1.20169430e-01
-4.57685924e-02 -7.85178470e-02]
[ 9.74605842e-03 -1.44085888e-01 -2.88855917e-01 -4.37103053e-02
2.07397546e-01 -9.25025044e-02 1.65663834e-01 1.64525006e-01
1.10368938e-01 -2.53433738e-02]
[ 4.87889926e-02 2.54325206e-03 -1.19710088e-01 3.79831590e-02
-7.21866709e-02 3.26089619e-01 2.56581180e-01 2.05360469e-01
-1.68668373e-01 -6.21917149e-02]
[ 8.04915412e-03 -1.29401158e-02 1.23152959e-01 1.09502825e-01
-2.24571404e-02 1.05261355e-01 -1.68723750e-01 -4.07242239e-02
2.11854391e-01 8.41599554e-02]
[ 1.01741219e-01 6.40230674e-02 -5.16460558e-02 -1.12649178e-01
-7.62165353e-02 -3.26405427e-01 1.21917912e-01 8.22887637e-03
1.33742882e-01 7.94299655e-02]
[ -9.35250330e-02 2.77449056e-02 -1.31678641e-02 2.94562111e-02
-1.12631114e-02 -2.05301734e-01 -1.05616020e-01 -1.94311275e-02
1.93428633e-02 1.36129686e-01]
[ -1.36366173e-01 -3.63489224e-02 -1.93692290e-01 6.54213106e-03
-2.82417080e-01 -7.92001061e-03 -3.87327979e-02 -2.28308480e-02
1.14783832e-02 7.47294906e-02]
[ -1.77465496e-02 -2.69088497e-02 -6.89176636e-02 -1.11574408e-01
4.81075812e-01 2.70811748e-01 4.98243727e-01 1.14050520e-01
-1.69279614e-01 -3.54492322e-01]
[ 5.70636957e-04 -3.02504676e-01 -2.14497922e-02 -5.03390806e-02
5.91495113e-01 9.35710454e-02 4.43687649e-01 9.26641914e-02
4.60505645e-02 -3.53944547e-01]
[ 2.02378064e-02 -3.74886902e-01 -3.85905573e-02 -9.61001210e-02
6.41583204e-01 2.02608994e-02 4.31176639e-01 4.94480577e-02
-3.53347286e-01 -2.03132769e-01]
[ -1.44765430e-01 -5.00515340e-01 1.83636146e-03 -1.71726363e-01
6.70485239e-01 -1.00280518e-01 5.30024853e-01 -8.06583534e-02
-4.36208291e-02 1.10336284e-01]
[ -2.70856673e-01 -3.17972474e-01 6.32563512e-02 -2.67251338e-02
8.58073336e-01 1.35760216e-01 3.42239188e-01 4.90130615e-02
-7.29097083e-02 -1.14230695e-01]
[ -1.66833406e-01 -1.85534507e-01 2.66532180e-01 -1.97121198e-01
5.22127194e-01 -5.91766886e-02 5.70407803e-01 1.58295322e-02
-2.20204883e-01 1.69855266e-02]
[ -1.03132954e-01 -1.43526588e-01 -1.68741625e-01 -6.70820924e-02
3.84479921e-01 -2.40913320e-01 9.87579334e-02 1.71193388e-01
1.64188170e-02 -8.40096227e-02]
[ 1.26090333e-01 2.63651972e-01 1.70670861e-01 -7.06768596e-02
-1.38676272e-01 4.31504268e-02 -1.78241213e-01 2.84832125e-01
8.93528569e-02 1.93643601e-01]
[ 3.40891489e-01 2.86459793e-01 -8.77732715e-02 3.06045896e-01
-8.79313075e-01 -2.84502827e-01 -4.47480451e-01 1.77399256e-01
3.71172460e-01 -5.23942061e-02]
[ 5.59791413e-02 1.66793566e-01 2.56771086e-01 2.64142144e-01
-9.70908762e-02 -1.99621899e-01 -2.02084673e-01 -1.32143063e-01
-1.29732168e-01 -2.73409935e-01]
[ 3.05779932e-02 -3.28800731e-02 -1.14807474e-01 -4.42315260e-02
2.23314025e-01 3.87323457e-02 -2.60532879e-02 -1.83748380e-01
4.23550357e-02 2.18704250e-01]
[ -4.42736690e-03 -6.65450505e-02 -6.86781658e-02 -5.77270336e-02
8.92227309e-03 -1.72636427e-01 1.02279600e-01 9.89656918e-03
3.25090004e-02 1.92904772e-03]
[ 2.13785300e-02 4.56223951e-02 2.41733416e-01 6.39245310e-02
-1.94754698e-01 -1.30195217e-01 1.37390509e-01 3.94281228e-02
-1.94009231e-01 1.00462737e-01]
[ 5.20860732e-02 -2.14039354e-02 9.90347033e-02 -2.04396214e-02
-1.51238679e-01 7.96613665e-02 1.21964885e-01 -2.71725525e-01
-3.85415397e-02 -1.15628226e-01]
[ -2.88027668e-02 3.95810184e-02 7.66717375e-02 -5.43749975e-02
4.42845527e-02 1.90165744e-01 1.48001313e-01 1.17573542e-01
-3.98220604e-02 1.51970021e-01]
[ 2.11747899e-01 3.78295639e-02 2.46156000e-02 6.87225994e-02
9.61041301e-02 -1.74588195e-02 -1.30898394e-01 1.47777774e-01
-6.41217108e-02 -3.05564234e-02]
[ 2.27615074e-02 -6.88268913e-02 8.00423894e-03 1.37291415e-02
-3.22561612e-01 -1.13961161e-01 -1.53931391e-01 3.99733815e-02
9.96137709e-02 1.69542468e-01]
[ 1.20616998e-02 4.99634365e-01 1.05424937e-01 3.68142628e-01
-9.59720919e-01 -2.93789870e-01 -5.87921793e-01 -7.50538202e-02
2.49731358e-01 2.94468369e-01]
[ 1.63242362e-01 5.01260099e-01 5.46386037e-02 3.92886149e-01
-7.65736764e-01 -7.54550489e-02 -4.27477353e-01 1.49743695e-01
1.82153747e-01 4.70785737e-01]
[ 2.51385398e-01 2.76222570e-01 2.41061887e-01 1.28720736e-01
-3.54378853e-01 8.62448727e-02 -1.84294250e-01 1.62151894e-01
2.25759547e-01 6.26300469e-02]
[ -7.78034141e-02 2.03990601e-01 2.39738037e-01 9.04724359e-03
-1.41483657e-02 1.33423960e-01 -8.39381403e-02 -1.53252349e-02
-3.90210490e-02 4.46795699e-02]
[ -9.91739526e-02 -1.19100375e-02 2.42344503e-02 8.96135260e-02
-4.14819453e-02 1.17454371e-01 2.63619214e-01 2.02008027e-02
-2.77688265e-01 -9.66041280e-02]
[ -2.17867551e-01 -1.40341673e-02 -9.23488318e-02 -3.42567842e-01
1.74595389e-01 1.19586655e-01 9.61461709e-02 1.03710580e-01
-2.06420871e-01 3.38722986e-02]
[ 2.18753701e-02 -3.34515848e-01 -1.21602566e-01 -1.46125966e-01
3.23441371e-01 2.12331331e-02 1.37184798e-01 1.53454404e-01
-1.52800162e-01 -2.03496581e-01]
[ 1.50401818e-01 -1.40026422e-01 -1.37378740e-01 1.13045366e-03
1.26211532e-01 -6.23597084e-02 -2.57790505e-02 -1.48391600e-01
1.35792558e-01 -1.00579169e-01]
[ -1.22569507e-01 1.47216693e-01 2.56289589e-01 -2.87064348e-02
1.76829019e-01 9.06362981e-02 -9.80383097e-03 -2.98834937e-01
-1.26929020e-01 -6.56403694e-02]
[ -3.51424088e-01 9.65537120e-02 1.06025217e-02 -3.10527395e-02
1.39389539e-01 -1.68974992e-01 -4.17338329e-02 2.35010437e-01
-9.44967610e-02 7.79933679e-02]
[ 1.48652804e-01 1.08852462e-01 -2.39178452e-01 -9.44997333e-02
1.16543103e-01 -2.91475555e-01 9.46584883e-03 -1.68006594e-01
-5.65676898e-03 -1.90136462e-01]
[ 2.07730931e-01 -1.47364889e-01 5.95281878e-02 -2.91705824e-02
7.45180751e-02 -2.93461172e-02 -6.21086494e-03 -1.37233917e-01
1.05848750e-01 -1.84396455e-01]
[ -1.04667462e-01 -2.91635508e-02 1.20508630e-01 1.08307753e-01
2.92285471e-02 -1.11445147e-01 2.35923438e-01 -7.71918569e-02
1.84301958e-01 -3.41451549e-03]
[ 1.62076511e-02 -1.33970074e-01 2.12746700e-01 -2.24634837e-01
6.95524401e-02 1.08430275e-01 1.48016349e-02 -1.13332489e-01
3.25106854e-02 2.46336476e-01]]
[[ 0.52547458]
[ 1.35701124]
[ 0.24281104]
[ 0.76931267]
[-2.44012865]
[-0.29491066]
[-1.48666918]
[ 0.0246785 ]
[ 0.59988573]
[ 0.80842839]]
Progress: 17.7% ... Training loss: 0.313 ... Validation loss: 0.501[[ 1.58495066e-01 2.28859914e-01 -1.13633497e-01 1.01782161e-01
-5.06784354e-01 -6.83995274e-02 -6.91332399e-02 1.23702097e-01
-8.15397867e-02 1.92002271e-01]
[ 1.30549244e-02 1.64447881e-01 -2.09615627e-02 3.64900878e-02
1.07933593e-01 -4.46102803e-03 3.04809252e-01 4.11257439e-02
1.36090902e-01 -3.19142794e-02]
[ 1.90125453e-01 4.12168935e-01 2.67423027e-02 8.80983310e-02
1.03295588e-01 -5.34466415e-02 -5.03224314e-01 -3.46185623e-02
9.35489503e-02 3.30255832e-01]
[ -2.56310916e-02 -3.03263128e-01 -2.41652002e-01 2.02861236e-02
6.02983277e-03 1.66536632e-01 1.32458753e-01 5.57522188e-02
1.54841393e-02 9.62931333e-02]
[ -2.24982395e-03 1.81613877e-01 -1.45880871e-01 4.21415688e-02
8.06275068e-02 -1.79770412e-01 2.43922809e-02 -1.19836480e-01
-1.86015160e-01 2.21597907e-02]
[ -3.50194742e-01 -3.29418176e-01 -2.86920279e-01 1.50757863e-01
1.55692370e-01 4.65170399e-02 2.91918712e-02 -3.53587206e-02
-5.22869387e-03 2.99939483e-02]
[ -2.50533798e-03 -1.53900906e-01 1.01905189e-02 9.56576993e-02
-3.76260976e-02 -7.21999776e-02 1.66342811e-01 -1.89532218e-01
1.85619177e-01 3.71883040e-02]
[ 1.13836065e-01 -2.16098942e-01 3.25833487e-02 -6.85238184e-02
1.41487188e-01 -4.44365520e-02 5.45603072e-02 1.22275393e-01
7.02763686e-02 -2.16605596e-02]
[ -1.61212392e-01 -5.21311949e-02 -3.01586313e-01 -9.07105712e-03
-4.84004107e-02 6.58528069e-02 -2.39083643e-01 -2.74091229e-02
2.67978082e-01 -1.10625392e-01]
[ 7.19305198e-02 -2.26488476e-01 9.37140308e-02 4.01878714e-02
1.13857054e-01 -1.12848482e-01 2.90081705e-02 -9.86476525e-02
1.30585973e-02 1.46275619e-01]
[ -8.18175902e-02 8.10578819e-02 -2.93537725e-03 -1.62060571e-01
5.63308519e-02 2.59864195e-02 9.22373255e-02 -1.02489295e-01
-2.62328066e-02 -1.30790225e-01]
[ -9.75579794e-02 -1.22815259e-02 -6.44230002e-02 6.01229402e-03
3.11092246e-01 9.60658891e-02 -2.00463856e-02 -1.50176872e-02
-1.56272804e-01 -1.90508141e-01]
[ -1.55788035e-01 6.77831875e-03 6.25355313e-02 2.34475122e-02
-1.76355731e-01 -2.20363516e-01 -1.81266486e-01 -1.96922110e-01
8.85125659e-02 1.76055402e-01]
[ -2.16396946e-01 -1.50752800e-01 1.20016235e-01 2.72662275e-01
-1.28722259e-01 -8.39815872e-02 -1.16103779e-01 -2.54986371e-01
-2.07769004e-01 6.85485259e-03]
[ 1.19332407e-01 -4.74943975e-02 -1.66909996e-02 1.21860937e-01
-2.14163769e-02 -8.61078264e-02 1.07742995e-01 4.32681057e-03
3.46531505e-02 2.57024371e-02]
[ 3.28852923e-02 -4.56531810e-02 -2.13427236e-01 1.41382700e-01
-3.49134447e-02 9.00401661e-02 -7.92354148e-02 -2.01663598e-02
-9.97859572e-02 -9.49640925e-03]
[ -1.25035833e-01 -5.80684996e-02 -2.05217922e-01 1.50981100e-01
-7.98142107e-03 1.36088237e-01 1.17504233e-02 -2.50364221e-01
6.38856274e-02 -2.05115059e-01]
[ -7.29712324e-02 -3.93251282e-02 2.74940461e-01 9.38199139e-02
1.36233278e-01 -6.03403384e-02 -1.22533556e-01 1.20615302e-01
6.62813573e-02 2.83295765e-02]
[ 4.31924398e-02 -3.80576919e-02 8.25022175e-02 7.49669152e-02
1.23718091e-01 -1.36857360e-02 2.74944339e-01 1.20145659e-01
-4.62511709e-02 -7.93325809e-02]
[ 9.18055641e-03 -1.45430433e-01 -2.89143899e-01 -4.46367651e-02
2.10104679e-01 -9.21789372e-02 1.67144792e-01 1.64495505e-01
1.09642064e-01 -2.61668685e-02]
[ 4.94134788e-02 4.03996508e-03 -1.19423457e-01 3.89415278e-02
-7.52061148e-02 3.25717656e-01 2.54866531e-01 2.05391539e-01
-1.67918332e-01 -6.13046124e-02]
[ 8.46778061e-03 -1.21656805e-02 1.23345734e-01 1.10072849e-01
-2.36412953e-02 1.05019743e-01 -1.69391319e-01 -4.07041159e-02
2.12277427e-01 8.47638639e-02]
[ 1.01546198e-01 6.35197818e-02 -5.17372417e-02 -1.12933652e-01
-7.53997976e-02 -3.26310629e-01 1.22558433e-01 8.22055606e-03
1.33532021e-01 7.91398358e-02]
[ -9.33585653e-02 2.81805854e-02 -1.30957496e-02 2.96958996e-02
-1.19548616e-02 -2.05384749e-01 -1.06075938e-01 -1.94233829e-02
1.95254555e-02 1.36390327e-01]
[ -1.36385301e-01 -3.65313090e-02 -1.93695302e-01 6.58228774e-03
-2.82487696e-01 -7.93083502e-03 -3.85693300e-02 -2.28301540e-02
1.14958606e-02 7.47600459e-02]
[ -1.79224201e-02 -2.73128377e-02 -6.89918703e-02 -1.11803201e-01
4.81781227e-01 2.70902462e-01 4.98757185e-01 1.14044119e-01
-1.69454427e-01 -3.54740404e-01]
[ 5.92529592e-04 -3.02624259e-01 -2.14518052e-02 -5.02883293e-02
5.91789021e-01 9.35544089e-02 4.43874623e-01 9.26656321e-02
4.60966204e-02 -3.53948978e-01]
[ 2.02682508e-02 -3.75040916e-01 -3.85687467e-02 -9.59987160e-02
6.41099710e-01 2.02147440e-02 4.31236446e-01 4.94515559e-02
-3.53295547e-01 -2.03053124e-01]
[ -1.44703780e-01 -5.00613741e-01 1.88048171e-03 -1.71607633e-01
6.70349678e-01 -1.00343456e-01 5.29952390e-01 -8.06539944e-02
-4.35256808e-02 1.10474246e-01]
[ -2.70555696e-01 -3.17370144e-01 6.34216693e-02 -2.61862544e-02
8.57013047e-01 1.35559317e-01 3.41423936e-01 4.90300385e-02
-7.25111523e-02 -1.13706308e-01]
[ -1.66813513e-01 -1.85421041e-01 2.66566226e-01 -1.97015264e-01
5.21832291e-01 -5.92238347e-02 5.70351366e-01 1.58334307e-02
-2.20127767e-01 1.71104837e-02]
[ -1.03106326e-01 -1.43611203e-01 -1.68731116e-01 -6.70426507e-02
3.84486328e-01 -2.40933294e-01 9.87372489e-02 1.71194714e-01
1.64443680e-02 -8.39476567e-02]
[ 1.26299040e-01 2.64105967e-01 1.70767547e-01 -7.03693268e-02
-1.39651405e-01 4.30376620e-02 -1.78826397e-01 2.84841953e-01
8.95701236e-02 1.93969759e-01]
[ 3.40371074e-01 2.84777525e-01 -8.80742573e-02 3.05215172e-01
-8.77036738e-01 -2.84162187e-01 -4.45672266e-01 1.77368605e-01
3.70518029e-01 -5.33555879e-02]
[ 5.60185714e-02 1.66876754e-01 2.56791211e-01 2.64177219e-01
-9.72560838e-02 -1.99627387e-01 -2.02185264e-01 -1.32142275e-01
-1.29687229e-01 -2.73356933e-01]
[ 3.03091833e-02 -3.33814450e-02 -1.14926047e-01 -4.46156822e-02
2.24425818e-01 3.88601104e-02 -2.54766790e-02 -1.83760557e-01
4.20525269e-02 2.18395431e-01]
[ -3.72517099e-03 -6.47793867e-02 -6.83648186e-02 -5.66579090e-02
5.62258665e-03 -1.73028769e-01 1.00298026e-01 9.93052094e-03
3.33140767e-02 2.95578591e-03]
[ 2.19723674e-02 4.71777148e-02 2.42003887e-01 6.47844473e-02
-1.97360376e-01 -1.30534993e-01 1.35661370e-01 3.94555753e-02
-1.93315152e-01 1.01349276e-01]
[ 5.22756900e-02 -2.09029074e-02 9.91185901e-02 -2.00941533e-02
-1.52329485e-01 7.95303116e-02 1.21382896e-01 -2.71714770e-01
-3.82724928e-02 -1.15343252e-01]
[ -2.88921285e-02 3.92949206e-02 7.66247105e-02 -5.45204136e-02
4.47798927e-02 1.90217779e-01 1.48279807e-01 1.17567705e-01
-3.99208709e-02 1.51847834e-01]
[ 2.11429484e-01 3.69440054e-02 2.44132003e-02 6.80744549e-02
9.81614779e-02 -1.72479146e-02 -1.29939753e-01 1.47756362e-01
-6.46414213e-02 -3.11966109e-02]
[ 2.26653496e-02 -6.90515475e-02 7.96276770e-03 1.35938966e-02
-3.22128478e-01 -1.13915316e-01 -1.53712308e-01 3.99688759e-02
9.95060399e-02 1.69425092e-01]
[ 1.17783861e-02 4.98825857e-01 1.05281980e-01 3.67710029e-01
-9.58378456e-01 -2.93639053e-01 -5.87056846e-01 -7.50686931e-02
2.49369582e-01 2.93982029e-01]
[ 1.64610406e-01 5.04527131e-01 5.52936318e-02 3.94840503e-01
-7.71240438e-01 -7.62226824e-02 -4.30807439e-01 1.49811466e-01
1.83700081e-01 4.72716113e-01]
[ 2.51498573e-01 2.76515515e-01 2.41115747e-01 1.28878874e-01
-3.54801983e-01 8.61796324e-02 -1.84585891e-01 1.62157216e-01
2.25878588e-01 6.27826111e-02]
[ -7.75172742e-02 2.04628729e-01 2.39863042e-01 9.47470147e-03
-1.55675589e-02 1.33260056e-01 -8.47584363e-02 -1.53115928e-02
-3.86885794e-02 4.51317973e-02]
[ -9.92312972e-02 -1.20406615e-02 2.42058506e-02 8.95251517e-02
-4.11869753e-02 1.17487914e-01 2.63704601e-01 2.01981181e-02
-2.77749708e-01 -9.66890864e-02]
[ -2.17801293e-01 -1.38800262e-02 -9.23136517e-02 -3.42455246e-01
1.74233976e-01 1.19545632e-01 9.59641380e-02 1.03714256e-01
-2.06332390e-01 3.39875035e-02]
[ 2.18322201e-02 -3.34761965e-01 -1.21623619e-01 -1.46182461e-01
3.23657876e-01 2.12549116e-02 1.37381998e-01 1.53452709e-01
-1.52841007e-01 -2.03582724e-01]
[ 1.50360141e-01 -1.40665826e-01 -1.37441255e-01 1.04758714e-03
1.26238308e-01 -6.23137191e-02 -2.53189846e-02 -1.48399203e-01
1.35719040e-01 -1.00788738e-01]
[ -1.22565659e-01 1.47013023e-01 2.56302922e-01 -2.86355694e-02
1.76840957e-01 9.05994400e-02 -9.64335275e-03 -2.98830963e-01
-1.26869807e-01 -6.56515616e-02]
[ -3.52189362e-01 9.47159673e-02 1.02632626e-02 -3.20785103e-02
1.42644335e-01 -1.68621497e-01 -3.96426820e-02 2.34976243e-01
-9.53619233e-02 7.69722672e-02]
[ 1.49496390e-01 1.10905855e-01 -2.38788856e-01 -9.33101835e-02
1.13311331e-01 -2.91939115e-01 7.22835945e-03 -1.67964665e-01
-4.65162199e-03 -1.88971154e-01]
[ 2.08332301e-01 -1.46395765e-01 5.97491754e-02 -2.85177937e-02
7.31994956e-02 -2.96430189e-02 -7.31940388e-03 -1.37213098e-01
1.06289795e-01 -1.83675483e-01]
[ -1.04474115e-01 -2.89446493e-02 1.20593654e-01 1.08575511e-01
2.84279682e-02 -1.11559776e-01 2.35537985e-01 -7.71829356e-02
1.84531458e-01 -3.09506596e-03]
[ 1.75485016e-02 -1.30729236e-01 2.13389640e-01 -2.22432303e-01
6.30253148e-02 1.07603807e-01 1.10028367e-02 -1.13261883e-01
3.42032891e-02 2.48469401e-01]]
[[ 0.53236715]
[ 1.36180396]
[ 0.25127387]
[ 0.77847801]
[-2.43152062]
[-0.28409916]
[-1.47574316]
[ 0.03216573]
[ 0.60853476]
[ 0.81740995]]
Progress: 17.8% ... Training loss: 0.311 ... Validation loss: 0.502[[ 1.60496368e-01 2.33081078e-01 -1.12787229e-01 1.04452036e-01
-5.13715136e-01 -6.94381811e-02 -7.31419074e-02 1.23828689e-01
-7.93488753e-02 1.94687092e-01]
[ 1.33415802e-02 1.65010963e-01 -2.08220418e-02 3.69302340e-02
1.06491947e-01 -4.61672269e-03 3.04006818e-01 4.11421674e-02
1.36434911e-01 -3.14419612e-02]
[ 1.89906787e-01 4.11655308e-01 2.66619746e-02 8.71600235e-02
1.06804975e-01 -5.32136785e-02 -5.02242200e-01 -3.46385775e-02
9.30952511e-02 3.29487142e-01]
[ -2.46060153e-02 -3.01114435e-01 -2.41303756e-01 2.19395770e-02
9.91734159e-04 1.66015597e-01 1.29445906e-01 5.58175385e-02
1.67189935e-02 9.83769543e-02]
[ -1.18506404e-03 1.84310084e-01 -1.45320030e-01 4.41534506e-02
7.47183989e-02 -1.80561886e-01 2.08381807e-02 -1.19753956e-01
-1.84507973e-01 2.41236061e-02]
[ -3.49581537e-01 -3.28552317e-01 -2.86685486e-01 1.51832202e-01
1.52435151e-01 4.61126599e-02 2.80525441e-02 -3.53157205e-02
-4.44717051e-03 3.09354757e-02]
[ -3.23629981e-03 -1.56182965e-01 9.82200924e-03 9.43791420e-02
-3.31603901e-02 -7.17688228e-02 1.69124853e-01 -1.89577668e-01
1.84697489e-01 3.57513036e-02]
[ 1.13976607e-01 -2.16335559e-01 3.26589350e-02 -6.84438830e-02
1.41429366e-01 -4.45409211e-02 5.46313521e-02 1.22286724e-01
7.04911182e-02 -2.15139025e-02]
[ -1.60659143e-01 -5.07752399e-02 -3.01335065e-01 -8.25843048e-03
-5.02373308e-02 6.55977513e-02 -2.40231583e-01 -2.73713567e-02
2.68577617e-01 -1.09735272e-01]
[ 7.12089190e-02 -2.29236438e-01 9.33512246e-02 3.88577565e-02
1.19237500e-01 -1.12457377e-01 3.29373832e-02 -9.86826855e-02
1.22057700e-02 1.44812357e-01]
[ -8.00006265e-02 8.49311907e-02 -2.13554627e-03 -1.59343275e-01
4.80491142e-02 2.50001205e-02 8.75087964e-02 -1.02377940e-01
-2.41782545e-02 -1.28080642e-01]
[ -9.80773070e-02 -1.37037340e-02 -6.46669075e-02 5.31345670e-03
3.13307285e-01 9.63284340e-02 -1.86812492e-02 -1.50473618e-02
-1.56800409e-01 -1.91213158e-01]
[ -1.55788035e-01 6.77831875e-03 6.25355313e-02 2.34475122e-02
-1.76355731e-01 -2.20363516e-01 -1.81266486e-01 -1.96922110e-01
8.85125659e-02 1.76055402e-01]
[ -2.15926706e-01 -1.49890726e-01 1.20257947e-01 2.73444364e-01
-1.31183064e-01 -8.42616644e-02 -1.17046766e-01 -2.54954554e-01
-2.07198347e-01 7.54687590e-03]
[ 1.18683631e-01 -4.92038111e-02 -1.69958643e-02 1.20984949e-01
-1.86600434e-02 -8.58119027e-02 1.09613691e-01 4.29079032e-03
3.39675673e-02 2.47473898e-02]
[ 3.37436260e-02 -4.38804241e-02 -2.13101276e-01 1.42646272e-01
-3.85981172e-02 8.95911085e-02 -8.13795232e-02 -2.01154667e-02
-9.88226050e-02 -8.23110684e-03]
[ -1.25364616e-01 -5.89386790e-02 -2.05376438e-01 1.50480688e-01
-6.35871567e-03 1.36274176e-01 1.26461573e-02 -2.50383954e-01
6.34998406e-02 -2.05643158e-01]
[ -7.28698752e-02 -3.93794531e-02 2.74956919e-01 9.37953641e-02
1.36588124e-01 -6.03521163e-02 -1.22148916e-01 1.20620638e-01
6.63197748e-02 2.82166647e-02]
[ 4.25805569e-02 -3.96304734e-02 8.22240951e-02 7.40514550e-02
1.26542487e-01 -1.33740156e-02 2.76687389e-01 1.20108270e-01
-4.69441694e-02 -8.02934810e-02]
[ 8.76801332e-03 -1.46500092e-01 -2.89344038e-01 -4.53014641e-02
2.12056814e-01 -9.19497870e-02 1.68312815e-01 1.64468176e-01
1.09136181e-01 -2.68147372e-02]
[ 4.93827487e-02 3.42143043e-03 -1.19448416e-01 3.87975332e-02
-7.44831513e-02 3.25731866e-01 2.55244459e-01 2.05391538e-01
-1.67953890e-01 -6.14066242e-02]
[ 9.57183527e-03 -9.23180118e-03 1.23885537e-01 1.11742723e-01
-2.83061152e-02 1.04403550e-01 -1.72181498e-01 -4.06296316e-02
2.13622727e-01 8.65469549e-02]
[ 1.01609226e-01 6.35947368e-02 -5.17046469e-02 -1.12840993e-01
-7.55178255e-02 -3.26323729e-01 1.22522572e-01 8.22465817e-03
1.33577288e-01 7.92263345e-02]
[ -9.32637389e-02 2.83829710e-02 -1.30495562e-02 2.98220111e-02
-1.23735418e-02 -2.05432291e-01 -1.06318413e-01 -1.94177938e-02
1.96333698e-02 1.36530663e-01]
[ -1.36468392e-01 -3.67793271e-02 -1.93738305e-01 6.46142857e-03
-2.82060323e-01 -7.88267952e-03 -3.82879694e-02 -2.28352570e-02
1.14048820e-02 7.46409373e-02]
[ -1.80297742e-02 -2.75782425e-02 -6.90324281e-02 -1.11924917e-01
4.82152267e-01 2.70932456e-01 4.99074555e-01 1.14039318e-01
-1.69555542e-01 -3.54898339e-01]
[ 5.75107884e-04 -3.02917376e-01 -2.14637608e-02 -5.03209536e-02
5.91956534e-01 9.35737994e-02 4.44150596e-01 9.26648777e-02
4.60803087e-02 -3.54029778e-01]
[ 1.99449320e-02 -3.75951725e-01 -3.87254297e-02 -9.64869926e-02
6.42610035e-01 2.03913329e-02 4.32293898e-01 4.94312150e-02
-3.53669318e-01 -2.03571916e-01]
[ -1.44954933e-01 -5.01204275e-01 1.76032855e-03 -1.71985387e-01
6.71405926e-01 -1.00205445e-01 5.30658168e-01 -8.06695933e-02
-4.38114697e-02 1.10108609e-01]
[ -2.70602822e-01 -3.17489142e-01 6.33991233e-02 -2.62530311e-02
8.57226942e-01 1.35584278e-01 3.41516223e-01 4.90272908e-02
-7.25680153e-02 -1.13774937e-01]
[ -1.66778441e-01 -1.85388914e-01 2.66586926e-01 -1.96948929e-01
5.21640920e-01 -5.92480813e-02 5.70267920e-01 1.58359089e-02
-2.20079453e-01 1.71774669e-02]
[ -1.03185915e-01 -1.43816425e-01 -1.68768289e-01 -6.71586018e-02
3.84831464e-01 -2.40890215e-01 9.89590375e-02 1.71189826e-01
1.63529949e-02 -8.40717449e-02]
[ 1.26108145e-01 2.63530399e-01 1.70649962e-01 -7.06995499e-02
-1.38592135e-01 4.31529227e-02 -1.78149617e-01 2.84830180e-01
8.93217178e-02 1.93763314e-01]
[ 3.40377521e-01 2.85007965e-01 -8.80714781e-02 3.05260713e-01
-8.76795366e-01 -2.84174187e-01 -4.45535409e-01 1.77371590e-01
3.70561233e-01 -5.32356716e-02]
[ 5.60397078e-02 1.66930311e-01 2.56797098e-01 2.64191296e-01
-9.73248850e-02 -1.99638522e-01 -2.02260148e-01 -1.32141062e-01
-1.29667924e-01 -2.73327779e-01]
[ 3.01706231e-02 -3.38621822e-02 -1.14983199e-01 -4.47760279e-02
2.24858877e-01 3.89183846e-02 -2.51554629e-02 -1.83766807e-01
4.19285645e-02 2.18281785e-01]
[ -3.59343190e-03 -6.46399759e-02 -6.83526116e-02 -5.64828273e-02
5.01764674e-03 -1.73125548e-01 1.00050525e-01 9.93838130e-03
3.34504301e-02 3.14121193e-03]
[ 2.14732018e-02 4.60029481e-02 2.41765062e-01 6.40269227e-02
-1.94929840e-01 -1.30267414e-01 1.36993648e-01 3.94240436e-02
-1.93902014e-01 1.00614022e-01]
[ 5.28257833e-02 -1.96991399e-02 9.93750377e-02 -1.92910896e-02
-1.54919991e-01 7.92244292e-02 1.19791453e-01 -2.71681687e-01
-3.76342106e-02 -1.14495215e-01]
[ -2.90417769e-02 3.89123160e-02 7.65708256e-02 -5.47516104e-02
4.54825881e-02 1.90301425e-01 1.48710567e-01 1.17558380e-01
-4.00708069e-02 1.51647405e-01]
[ 2.11472154e-01 3.70360361e-02 2.44281177e-02 6.80989947e-02
9.80421557e-02 -1.72535527e-02 -1.29994234e-01 1.47757920e-01
-6.46153955e-02 -3.11775908e-02]
[ 2.30827822e-02 -6.82031627e-02 8.15861747e-03 1.41984565e-02
-3.23905662e-01 -1.14123099e-01 -1.54801293e-01 3.99946109e-02
9.99800636e-02 1.70024895e-01]
[ 1.33023187e-02 5.02028234e-01 1.05967532e-01 3.69783990e-01
-9.63733736e-01 -2.94415212e-01 -5.90213644e-01 -7.49740206e-02
2.51040103e-01 2.95852540e-01]
[ 1.64750540e-01 5.04950457e-01 5.54048131e-02 3.95127267e-01
-7.72051053e-01 -7.63360995e-02 -4.31029368e-01 1.49826243e-01
1.83927514e-01 4.72873540e-01]
[ 2.51244551e-01 2.75863531e-01 2.40992563e-01 1.28496661e-01
-3.53611979e-01 8.63193614e-02 -1.83870351e-01 1.62141344e-01
2.25578632e-01 6.23805238e-02]
[ -7.76753514e-02 2.04216002e-01 2.39789916e-01 9.24498091e-03
-1.48565153e-02 1.33343986e-01 -8.43192297e-02 -1.53205718e-02
-3.88610924e-02 4.48886499e-02]
[ -9.91338167e-02 -1.18088968e-02 2.42553035e-02 8.96791370e-02
-4.16107926e-02 1.17433749e-01 2.63440407e-01 2.02041646e-02
-2.77632726e-01 -9.65431237e-02]
[ -2.17985687e-01 -1.43548223e-02 -9.23971528e-02 -3.42725028e-01
1.75031964e-01 1.19643847e-01 9.64688314e-02 1.03703075e-01
-2.06543655e-01 3.37182706e-02]
[ 2.18428436e-02 -3.34978742e-01 -1.21649149e-01 -1.46177920e-01
3.23683337e-01 2.12508099e-02 1.37503500e-01 1.53452991e-01
-1.52849209e-01 -2.03597538e-01]
[ 1.50752536e-01 -1.39686618e-01 -1.37321578e-01 1.67882763e-03
1.24103261e-01 -6.25419473e-02 -2.62919343e-02 -1.48375507e-01
1.36203438e-01 -1.00134060e-01]
[ -1.22339183e-01 1.46848610e-01 2.56407788e-01 -2.83701598e-02
1.76470970e-01 9.04753669e-02 -9.90249261e-03 -2.98817048e-01
-1.26599516e-01 -6.54422281e-02]
[ -3.52091878e-01 9.46346716e-02 1.02649110e-02 -3.21006895e-02
1.43326930e-01 -1.68612135e-01 -3.91328235e-02 2.34981035e-01
-9.53603645e-02 7.68759565e-02]
[ 1.48755344e-01 1.09142448e-01 -2.39154212e-01 -9.43939615e-02
1.17161222e-01 -2.91577050e-01 9.40045413e-03 -1.68004312e-01
-5.50819202e-03 -1.90071980e-01]
[ 2.08330102e-01 -1.46465570e-01 5.97634174e-02 -2.85224232e-02
7.33333971e-02 -2.96708289e-02 -6.92343421e-03 -1.37208745e-01
1.06326510e-01 -1.83812407e-01]
[ -1.04246882e-01 -2.87198303e-02 1.20743187e-01 1.08991937e-01
2.73461899e-02 -1.11698018e-01 2.35083724e-01 -7.71657801e-02
1.84855597e-01 -2.69571384e-03]
[ 1.79241967e-02 -1.30151203e-01 2.13558147e-01 -2.21946448e-01
6.12594870e-02 1.07418084e-01 1.01770849e-02 -1.13239502e-01
3.46168780e-02 2.49081403e-01]]
[[ 0.53415806]
[ 1.36679809]
[ 0.25283385]
[ 0.78279082]
[-2.43497955]
[-0.28188183]
[-1.47629623]
[ 0.03373941]
[ 0.61177958]
[ 0.82155592]]
Progress: 17.8% ... Training loss: 0.311 ... Validation loss: 0.503[[ 1.61247155e-01 2.34829475e-01 -1.12295206e-01 1.05819426e-01
-5.17062499e-01 -6.99074913e-02 -7.54666262e-02 1.23891029e-01
-7.82642320e-02 1.95707080e-01]
[ 1.40015243e-02 1.66411679e-01 -2.04747304e-02 3.79370138e-02
1.03264723e-01 -4.96573515e-03 3.02099782e-01 4.11860806e-02
1.37267617e-01 -3.04061334e-02]
[ 1.91490372e-01 4.16026087e-01 2.76421930e-02 8.97547846e-02
9.88414851e-02 -5.41765606e-02 -5.07148785e-01 -3.45093277e-02
9.53968491e-02 3.32058075e-01]
[ -2.55897370e-02 -3.02266055e-01 -2.41822798e-01 2.07159447e-02
4.89387745e-03 1.66504085e-01 1.31397483e-01 5.57487660e-02
1.54692642e-02 9.72675492e-02]
[ -1.18163200e-03 1.83089882e-01 -1.45314176e-01 4.39775648e-02
7.51381830e-02 -1.80515048e-01 2.13351266e-02 -1.19756442e-01
-1.84449401e-01 2.39584731e-02]
[ -3.49221176e-01 -3.27987314e-01 -2.86531430e-01 1.52418727e-01
1.51008297e-01 4.59260860e-02 2.74263792e-02 -3.52928848e-02
-4.05368020e-03 3.13701441e-02]
[ -3.99200229e-03 -1.57970423e-01 9.48055455e-03 9.32420333e-02
-2.96608939e-02 -7.13781998e-02 1.70788282e-01 -1.89622020e-01
1.83857676e-01 3.45951790e-02]
[ 1.15607418e-01 -2.12096117e-01 3.35676618e-02 -6.57096476e-02
1.33543781e-01 -4.55158976e-02 5.00038022e-02 1.22408544e-01
7.26641820e-02 -1.89232436e-02]
[ -1.60433634e-01 -5.04687979e-02 -3.01235797e-01 -7.95469402e-03
-5.07397069e-02 6.54951792e-02 -2.40686196e-01 -2.73550335e-02
2.68778458e-01 -1.09523505e-01]
[ 7.24565637e-02 -2.26455964e-01 9.40829032e-02 4.09361004e-02
1.13910317e-01 -1.13191548e-01 2.94708755e-02 -9.85835326e-02
1.38594016e-02 1.46638229e-01]
[ -8.01224902e-02 8.46383259e-02 -2.18304019e-03 -1.59471748e-01
4.84122525e-02 2.50331993e-02 8.78723023e-02 -1.02381580e-01
-2.42769202e-02 -1.28335057e-01]
[ -9.77264196e-02 -1.28437515e-02 -6.45216722e-02 5.87908303e-03
3.11869061e-01 9.61459188e-02 -1.96610954e-02 -1.50250494e-02
-1.56406133e-01 -1.90674243e-01]
[ -1.55803725e-01 6.75415779e-03 6.25267082e-02 2.34194033e-02
-1.76268782e-01 -2.20353409e-01 -1.81228537e-01 -1.96923308e-01
8.84909062e-02 1.76025999e-01]
[ -2.16062277e-01 -1.50158779e-01 1.20187137e-01 2.73224507e-01
-1.30538352e-01 -8.41813580e-02 -1.16666180e-01 -2.54963440e-01
-2.07380175e-01 7.33363276e-03]
[ 1.19667949e-01 -4.71120122e-02 -1.65524520e-02 1.22433641e-01
-2.26014321e-02 -8.63445360e-02 1.07221464e-01 4.35442504e-03
3.51119758e-02 2.61629166e-02]
[ 3.32079564e-02 -4.52078835e-02 -2.13346443e-01 1.41918063e-01
-3.63886244e-02 8.98879212e-02 -7.99110564e-02 -2.01514311e-02
-9.94527519e-02 -9.07951280e-03]
[ -1.25838696e-01 -6.02871360e-02 -2.05596911e-01 1.49735107e-01
-4.07765690e-03 1.36511843e-01 1.38722762e-02 -2.50411770e-01
6.29633670e-02 -2.06435172e-01]
[ -7.31326538e-02 -3.98689256e-02 2.74844477e-01 9.34165719e-02
1.37769015e-01 -6.02146659e-02 -1.21590114e-01 1.20604315e-01
6.60110944e-02 2.78808772e-02]
[ 4.25538343e-02 -3.96416230e-02 8.22187160e-02 7.40358928e-02
1.26502078e-01 -1.33575426e-02 2.76642454e-01 1.20108464e-01
-4.69471407e-02 -8.03321703e-02]
[ 9.50409449e-03 -1.44420074e-01 -2.88977486e-01 -4.41363468e-02
2.08249133e-01 -9.23466187e-02 1.66011830e-01 1.64518914e-01
1.10051908e-01 -2.56818098e-02]
[ 5.02551847e-02 5.42852295e-03 -1.18931948e-01 4.02675348e-02
-7.82420236e-02 3.25186146e-01 2.53085487e-01 2.05459461e-01
-1.66725933e-01 -6.00389582e-02]
[ 9.51557376e-03 -9.28146545e-03 1.23875666e-01 1.11731852e-01
-2.82498740e-02 1.04410766e-01 -1.72174075e-01 -4.06308739e-02
2.13572711e-01 8.65314494e-02]
[ 1.02197692e-01 6.48980104e-02 -5.14342431e-02 -1.12005872e-01
-7.76502493e-02 -3.26613200e-01 1.21108922e-01 8.26255464e-03
1.34181150e-01 7.99914905e-02]
[ -9.35596168e-02 2.75903815e-02 -1.31888117e-02 2.93847993e-02
-1.10055447e-02 -2.05280287e-01 -1.05496860e-01 -1.94358618e-02
1.92955211e-02 1.36072764e-01]
[ -1.36401753e-01 -3.66512357e-02 -1.93711147e-01 6.56597021e-03
-2.82435261e-01 -7.91945194e-03 -3.84850483e-02 -2.28307155e-02
1.14884745e-02 7.47421750e-02]
[ -1.81415183e-02 -2.78310285e-02 -6.90898588e-02 -1.12092896e-01
4.82813615e-01 2.70997047e-01 4.99374220e-01 1.14032110e-01
-1.69686484e-01 -3.55080971e-01]
[ 2.86097069e-04 -3.03705396e-01 -2.16117160e-02 -5.07783869e-02
5.93365187e-01 9.37386931e-02 4.45014614e-01 9.26449164e-02
4.57207741e-02 -3.54527054e-01]
[ 1.99519543e-02 -3.76021168e-01 -3.87318635e-02 -9.65100941e-02
6.42796981e-01 2.04007238e-02 4.32409225e-01 4.94304470e-02
-3.53692896e-01 -2.03613100e-01]
[ -1.45328990e-01 -5.02162647e-01 1.58445400e-03 -1.72534679e-01
6.72878786e-01 -1.00015614e-01 5.31681653e-01 -8.06931576e-02
-4.42336988e-02 1.09565945e-01]
[ -2.70554201e-01 -3.17477718e-01 6.34366667e-02 -2.61282102e-02
8.57043909e-01 1.35541902e-01 3.41482333e-01 4.90315901e-02
-7.24784328e-02 -1.13712913e-01]
[ -1.67588883e-01 -1.87319229e-01 2.66204349e-01 -1.98144872e-01
5.25289313e-01 -5.88326481e-02 5.72188476e-01 1.57859152e-02
-2.21003130e-01 1.59433805e-02]
[ -1.03372629e-01 -1.44263163e-01 -1.68858806e-01 -6.74337238e-02
3.85703645e-01 -2.40789842e-01 9.94821913e-02 1.71178148e-01
1.61469971e-02 -8.43475525e-02]
[ 1.26762655e-01 2.65229086e-01 1.70976087e-01 -6.96643681e-02
-1.41690086e-01 4.27839346e-02 -1.80030238e-01 2.84873412e-01
9.00636494e-02 1.94808190e-01]
[ 3.41242756e-01 2.87517146e-01 -8.76285357e-02 3.06656581e-01
-8.80427097e-01 -2.84694819e-01 -4.48135083e-01 1.77433166e-01
3.71663117e-01 -5.17646668e-02]
[ 5.58052613e-02 1.66383900e-01 2.56687895e-01 2.63865766e-01
-9.62719968e-02 -1.99514000e-01 -2.01629763e-01 -1.32155764e-01
-1.29928802e-01 -2.73681885e-01]
[ 2.98682836e-02 -3.46686071e-02 -1.15132835e-01 -4.52371924e-02
2.26265755e-01 3.90878674e-02 -2.42817262e-02 -1.83786978e-01
4.15800974e-02 2.17803412e-01]
[ -3.29150473e-03 -6.39352058e-02 -6.82007017e-02 -5.60390655e-02
3.53225516e-03 -1.73291415e-01 9.91475495e-02 9.95863263e-03
3.37968069e-02 3.58225350e-03]
[ 2.19312526e-02 4.71018251e-02 2.41964345e-01 6.47050000e-02
-1.97075117e-01 -1.30511919e-01 1.35773913e-01 3.94542550e-02
-1.93393995e-01 1.01300431e-01]
[ 5.22005548e-02 -2.11271394e-02 9.90729189e-02 -2.02641525e-02
-1.51964008e-01 7.95667476e-02 1.21482662e-01 -2.71720901e-01
-3.83899897e-02 -1.15461764e-01]
[ -2.93641795e-02 3.82635660e-02 7.64215031e-02 -5.52235309e-02
4.69554337e-02 1.90466835e-01 1.49546486e-01 1.17538012e-01
-4.04413104e-02 1.51192070e-01]
[ 2.11712811e-01 3.79348636e-02 2.45559494e-02 6.84916418e-02
9.69556511e-02 -1.74100662e-02 -1.30789145e-01 1.47777580e-01
-6.43058038e-02 -3.07610992e-02]
[ 2.36387122e-02 -6.68502028e-02 8.42236863e-03 1.50426543e-02
-3.26527141e-01 -1.14398781e-01 -1.56345950e-01 4.00309321e-02
1.00632890e-01 1.70823080e-01]
[ 1.33890546e-02 5.02022568e-01 1.06055684e-01 3.70029364e-01
-9.64444765e-01 -2.94474673e-01 -5.90183227e-01 -7.49642259e-02
2.51217188e-01 2.95988890e-01]
[ 1.65839655e-01 5.06829904e-01 5.59454376e-02 3.96628394e-01
-7.76349785e-01 -7.68876581e-02 -4.33558581e-01 1.49893772e-01
1.85168595e-01 4.74204831e-01]
[ 2.51527515e-01 2.76570591e-01 2.41127588e-01 1.28934159e-01
-3.54947940e-01 8.61705087e-02 -1.84734967e-01 1.62160073e-01
2.25903515e-01 6.28498110e-02]
[ -7.79125484e-02 2.03636589e-01 2.39680633e-01 8.90085389e-03
-1.37801170e-02 1.33467008e-01 -8.36940376e-02 -1.53350348e-02
-3.91286611e-02 4.45376616e-02]
[ -9.83872592e-02 -9.92169721e-03 2.46313209e-02 9.08837404e-02
-4.52410574e-02 1.17020892e-01 2.61244054e-01 2.02559104e-02
-2.76698914e-01 -9.53323076e-02]
[ -2.18223736e-01 -1.49184515e-02 -9.25173174e-02 -3.43080031e-01
1.76092864e-01 1.19771538e-01 9.71041520e-02 1.03687667e-01
-2.06816044e-01 3.33525365e-02]
[ 2.16981272e-02 -3.35379775e-01 -1.21717242e-01 -1.46394010e-01
3.24319096e-01 2.13276442e-02 1.37956861e-01 1.53443769e-01
-1.53007156e-01 -2.03839606e-01]
[ 1.50665579e-01 -1.39663397e-01 -1.37361666e-01 1.58423561e-03
1.24695923e-01 -6.25009838e-02 -2.61132230e-02 -1.48378746e-01
1.36149565e-01 -1.00217332e-01]
[ -1.22676526e-01 1.45679469e-01 2.56255952e-01 -2.89637715e-02
1.78148636e-01 9.06709930e-02 -8.93863137e-03 -2.98840133e-01
-1.27007687e-01 -6.59670327e-02]
[ -3.52221737e-01 9.40227014e-02 1.02169672e-02 -3.23204280e-02
1.44032416e-01 -1.68533295e-01 -3.85127042e-02 2.34971807e-01
-9.54670061e-02 7.64967449e-02]
[ 1.49563289e-01 1.11326620e-01 -2.38789183e-01 -9.31477097e-02
1.13573956e-01 -2.92030386e-01 6.90904065e-03 -1.67946133e-01
-4.54698840e-03 -1.88805903e-01]
[ 2.09326036e-01 -1.43870655e-01 6.03468615e-02 -2.67326925e-02
6.86698974e-02 -3.03169692e-02 -9.55072349e-03 -1.37130446e-01
1.07675964e-01 -1.82131352e-01]
[ -1.04817759e-01 -3.03270687e-02 1.20497382e-01 1.08216941e-01
2.98545958e-02 -1.11375760e-01 2.36486532e-01 -7.71997763e-02
1.84172167e-01 -3.71172605e-03]
[ 1.87063315e-02 -1.28241731e-01 2.13915944e-01 -2.20812104e-01
5.77107124e-02 1.07006373e-01 8.08538898e-03 -1.13189804e-01
3.54859188e-02 2.50218541e-01]]
[[ 0.5457394 ]
[ 1.37719546]
[ 0.2594842 ]
[ 0.79160277]
[-2.43306921]
[-0.27705173]
[-1.4736273 ]
[ 0.04312942]
[ 0.62097137]
[ 0.83135763]]
Progress: 17.9% ... Training loss: 0.314 ... Validation loss: 0.503[[ 1.63624484e-01 2.40572432e-01 -1.11032121e-01 1.09420688e-01
-5.27685561e-01 -7.12158863e-02 -8.16036024e-02 1.24097507e-01
-7.53583811e-02 1.99379380e-01]
[ 1.43200668e-02 1.67166651e-01 -2.03085754e-02 3.84770082e-02
1.01693047e-01 -5.14267057e-03 3.01202323e-01 4.12161934e-02
1.37666136e-01 -2.98940297e-02]
[ 1.90368300e-01 4.14448949e-01 2.72645333e-02 8.80675126e-02
1.02515914e-01 -5.37389283e-02 -5.04634719e-01 -3.45844870e-02
9.43567133e-02 3.30773144e-01]
[ -2.29731141e-02 -2.96789595e-01 -2.40613225e-01 2.46104117e-02
-5.87595774e-03 1.65313153e-01 1.24800394e-01 5.59490079e-02
1.83554975e-02 1.01278728e-01]
[ -5.09122623e-03 1.73890795e-01 -1.47167761e-01 3.83036624e-02
9.16297110e-02 -1.78728549e-01 3.20616130e-02 -1.20049615e-01
-1.88820865e-01 1.80349697e-02]
[ -3.49542127e-01 -3.29114372e-01 -2.86708063e-01 1.52027589e-01
1.52324176e-01 4.60264384e-02 2.85028812e-02 -3.53112466e-02
-4.40451994e-03 3.07974342e-02]
[ -4.76066935e-03 -1.59647306e-01 9.15690402e-03 9.21161956e-02
-2.63250256e-02 -7.10212737e-02 1.72826911e-01 -1.89681789e-01
1.82962122e-01 3.34601625e-02]
[ 1.15839364e-01 -2.11693719e-01 3.37876151e-02 -6.52194319e-02
1.31733429e-01 -4.57581555e-02 4.96064060e-02 1.22446504e-01
7.31534376e-02 -1.83146649e-02]
[ -1.60000003e-01 -4.93498143e-02 -3.01035422e-01 -7.31726276e-03
-5.26536149e-02 6.52825286e-02 -2.41765896e-01 -2.73189483e-02
2.69261734e-01 -1.08921577e-01]
[ 7.21061937e-02 -2.27163941e-01 9.39807680e-02 4.04996393e-02
1.14180574e-01 -1.13129215e-01 3.04929081e-02 -9.85997162e-02
1.35897310e-02 1.46072080e-01]
[ -8.15756970e-02 8.10977586e-02 -2.84932687e-03 -1.61624410e-01
5.50173580e-02 2.57620254e-02 9.19027576e-02 -1.02490596e-01
-2.59766311e-02 -1.30459005e-01]
[ -9.63468830e-02 -9.87776749e-03 -6.38332065e-02 8.07887665e-03
3.05921188e-01 9.53571305e-02 -2.30755490e-02 -1.49039355e-02
-1.54710614e-01 -1.88481366e-01]
[ -1.55803725e-01 6.75415779e-03 6.25267082e-02 2.34194033e-02
-1.76268782e-01 -2.20353409e-01 -1.81228537e-01 -1.96923308e-01
8.84909062e-02 1.76025999e-01]
[ -2.16233871e-01 -1.50650229e-01 1.20107574e-01 2.72989510e-01
-1.29799922e-01 -8.40941490e-02 -1.16246868e-01 -2.54976244e-01
-2.07578602e-01 7.05764262e-03]
[ 1.19533563e-01 -4.76108263e-02 -1.66074135e-02 1.22274297e-01
-2.20583345e-02 -8.63335909e-02 1.07865691e-01 4.34874604e-03
3.49993354e-02 2.59284013e-02]
[ 3.27854870e-02 -4.63135046e-02 -2.13545727e-01 1.41374411e-01
-3.48402228e-02 9.00891504e-02 -7.87968301e-02 -2.01826222e-02
-9.99391552e-02 -9.74125358e-03]
[ -1.25766746e-01 -6.01780893e-02 -2.05557651e-01 1.49843017e-01
-4.22589404e-03 1.36443205e-01 1.37785207e-02 -2.50401200e-01
6.30551197e-02 -2.06320452e-01]
[ -7.29634351e-02 -3.93570183e-02 2.74960705e-01 9.37011108e-02
1.36756156e-01 -6.03015298e-02 -1.22112588e-01 1.20618946e-01
6.62387827e-02 2.81742624e-02]
[ 4.15398918e-02 -4.20153708e-02 8.17166397e-02 7.24164337e-02
1.31268274e-01 -1.28152856e-02 2.79371535e-01 1.20019538e-01
-4.82141152e-02 -8.18980866e-02]
[ 8.71509564e-03 -1.46407512e-01 -2.89351662e-01 -4.53154822e-02
2.11077411e-01 -9.19423695e-02 1.67998768e-01 1.64455422e-01
1.09186143e-01 -2.67610921e-02]
[ 5.03674129e-02 5.51485403e-03 -1.18824807e-01 4.05078616e-02
-7.89644209e-02 3.25052891e-01 2.52914049e-01 2.05479945e-01
-1.66422827e-01 -5.97906759e-02]
[ 1.09860996e-02 -5.45322833e-03 1.24649379e-01 1.14044249e-01
-3.47419724e-02 1.03596760e-01 -1.75929202e-01 -4.05015410e-02
2.15300725e-01 8.87876017e-02]
[ 1.02023934e-01 6.44959734e-02 -5.15163566e-02 -1.12257997e-01
-7.69187870e-02 -3.26524190e-01 1.21573617e-01 8.24967183e-03
1.33986287e-01 7.97339216e-02]
[ -9.33202456e-02 2.81840883e-02 -1.30821845e-02 2.97267481e-02
-1.20456208e-02 -2.05400033e-01 -1.06092479e-01 -1.94172096e-02
1.95593400e-02 1.36431865e-01]
[ -1.36183938e-01 -3.62039173e-02 -1.93641899e-01 6.87823133e-03
-2.83247971e-01 -8.02947329e-03 -3.90670823e-02 -2.28134981e-02
1.17253048e-02 7.50483292e-02]
[ -1.81190201e-02 -2.78522689e-02 -6.90821428e-02 -1.12057536e-01
4.82823134e-01 2.70989093e-01 4.99386561e-01 1.14034587e-01
-1.69657169e-01 -3.55064698e-01]
[ 1.90064070e-04 -3.03960445e-01 -2.16595093e-02 -5.09256231e-02
5.93669443e-01 9.37900187e-02 4.45325706e-01 9.26370718e-02
4.56329243e-02 -3.54686188e-01]
[ 1.99934752e-02 -3.75998444e-01 -3.87045513e-02 -9.64256017e-02
6.42664497e-01 2.03747163e-02 4.32432067e-01 4.94338489e-02
-3.53633230e-01 -2.03570424e-01]
[ -1.45593412e-01 -5.02770108e-01 1.45080046e-03 -1.72946443e-01
6.74037890e-01 -9.98716135e-02 5.32379576e-01 -8.07153736e-02
-4.45547937e-02 1.09155212e-01]
[ -2.70840854e-01 -3.18148447e-01 6.33000769e-02 -2.65556593e-02
8.58057905e-01 1.35689249e-01 3.42240839e-01 4.90089369e-02
-7.28016802e-02 -1.14161169e-01]
[ -1.68128977e-01 -1.88663596e-01 2.65940483e-01 -1.98952750e-01
5.27532358e-01 -5.85537431e-02 5.73563433e-01 1.57421040e-02
-2.21639484e-01 1.51483727e-02]
[ -1.03856754e-01 -1.45527464e-01 -1.69083530e-01 -6.81192879e-02
3.87578408e-01 -2.40554912e-01 1.00829079e-01 1.71140718e-01
1.56009175e-02 -8.50547636e-02]
[ 1.26805099e-01 2.65322666e-01 1.70995070e-01 -6.96110316e-02
-1.41845512e-01 4.27652429e-02 -1.80183195e-01 2.84876242e-01
9.01067537e-02 1.94871041e-01]
[ 3.41860275e-01 2.88983168e-01 -8.73413903e-02 3.07567180e-01
-8.83017100e-01 -2.85040622e-01 -4.49620054e-01 1.77482892e-01
3.72297448e-01 -5.07021000e-02]
[ 5.55050211e-02 1.65733367e-01 2.56561896e-01 2.63493266e-01
-9.51308000e-02 -1.99426169e-01 -2.00894044e-01 -1.32172908e-01
-1.30190999e-01 -2.74113745e-01]
[ 2.93477044e-02 -3.60306060e-02 -1.15395264e-01 -4.60478261e-02
2.28692659e-01 3.93668308e-02 -2.28643380e-02 -1.83829672e-01
4.09508872e-02 2.17003642e-01]
[ -2.58783209e-03 -6.21653198e-02 -6.78635715e-02 -5.50071352e-02
4.49376173e-04 -1.73641086e-01 9.73537088e-02 1.00139200e-02
3.45757249e-02 4.57605294e-03]
[ 2.19830491e-02 4.73010172e-02 2.41988627e-01 6.47509743e-02
-1.97081460e-01 -1.30554303e-01 1.35615701e-01 3.94592972e-02
-1.93350505e-01 1.01381882e-01]
[ 5.28805333e-02 -1.95856623e-02 9.94054843e-02 -1.92560206e-02
-1.55044133e-01 7.92301706e-02 1.19716920e-01 -2.71664867e-01
-3.75874970e-02 -1.14393144e-01]
[ -3.01418339e-02 3.66648134e-02 7.60507107e-02 -5.64007626e-02
5.03191753e-02 1.90858686e-01 1.51575881e-01 1.17475632e-01
-4.13449382e-02 1.50087646e-01]
[ 2.11690985e-01 3.79052167e-02 2.45303600e-02 6.84027114e-02
9.72270861e-02 -1.73900608e-02 -1.30700354e-01 1.47772728e-01
-6.43755435e-02 -3.08408224e-02]
[ 2.35047031e-02 -6.70978345e-02 8.35862853e-03 1.48411469e-02
-3.25926416e-01 -1.14328184e-01 -1.55968683e-01 4.00197234e-02
1.00478769e-01 1.70610225e-01]
[ 1.29497231e-02 5.00924617e-01 1.05849472e-01 3.69436320e-01
-9.62610948e-01 -2.94265226e-01 -5.89129873e-01 -7.49971059e-02
2.50741792e-01 2.95324605e-01]
[ 1.66380360e-01 5.07641580e-01 5.62691560e-02 3.97517347e-01
-7.78667405e-01 -7.72392205e-02 -4.34724644e-01 1.49946164e-01
1.85926436e-01 4.74999668e-01]
[ 2.52057355e-01 2.78040105e-01 2.41414560e-01 1.29779324e-01
-3.57490085e-01 8.58827852e-02 -1.86208130e-01 1.62207947e-01
2.26562808e-01 6.36800149e-02]
[ -7.79063886e-02 2.03667122e-01 2.39684146e-01 8.90554154e-03
-1.38149453e-02 1.33460986e-01 -8.37047100e-02 -1.53342380e-02
-3.91222560e-02 4.45388169e-02]
[ -9.79793692e-02 -8.87239573e-03 2.48600686e-02 9.15802703e-02
-4.73858155e-02 1.16799455e-01 2.59954878e-01 2.02940679e-02
-2.76152932e-01 -9.46345536e-02]
[ -2.18289472e-01 -1.51335783e-02 -9.25486807e-02 -3.43177910e-01
1.76329412e-01 1.19801600e-01 9.73198187e-02 1.03682508e-01
-2.06887036e-01 3.32278473e-02]
[ 2.15607659e-02 -3.35751454e-01 -1.21782531e-01 -1.46566883e-01
3.24854145e-01 2.13785828e-02 1.38447565e-01 1.53435937e-01
-1.53161947e-01 -2.04051069e-01]
[ 1.51043676e-01 -1.38474811e-01 -1.37168753e-01 2.16981588e-03
1.22974555e-01 -6.27012468e-02 -2.71864982e-02 -1.48349683e-01
1.36597530e-01 -9.96163546e-02]
[ -1.22326028e-01 1.45965251e-01 2.56440815e-01 -2.84339147e-02
1.77093280e-01 9.04573910e-02 -9.44744017e-03 -2.98803741e-01
-1.26571046e-01 -6.56597522e-02]
[ -3.52470645e-01 9.37162739e-02 1.01189636e-02 -3.26529091e-02
1.44806072e-01 -1.68436662e-01 -3.78855321e-02 2.34955692e-01
-9.57179472e-02 7.61413043e-02]
[ 1.50467200e-01 1.13262619e-01 -2.38305125e-01 -9.16184858e-02
1.09142024e-01 -2.92592172e-01 4.14917738e-03 -1.67853352e-01
-3.28619553e-03 -1.87285547e-01]
[ 2.09528682e-01 -1.43281184e-01 6.04655934e-02 -2.64147758e-02
6.78546208e-02 -3.04455821e-02 -9.85524722e-03 -1.37112288e-01
1.07846789e-01 -1.81767675e-01]
[ -1.05967112e-01 -3.31106457e-02 1.19948066e-01 1.06538314e-01
3.46209029e-02 -1.10801616e-01 2.39573850e-01 -7.72920723e-02
1.82885337e-01 -5.44823989e-03]
[ 1.78454001e-02 -1.30434125e-01 2.13502742e-01 -2.22152903e-01
6.11221691e-02 1.07442231e-01 1.06554033e-02 -1.13261874e-01
3.44336028e-02 2.49020985e-01]]
[[ 0.54717734]
[ 1.37645765]
[ 0.2574683 ]
[ 0.79233239]
[-2.44021679]
[-0.27558485]
[-1.47714538]
[ 0.04411699]
[ 0.62184884]
[ 0.8301699 ]]
Progress: 17.9% ... Training loss: 0.314 ... Validation loss: 0.508[[ 1.62134019e-01 2.37055962e-01 -1.11664518e-01 1.07183140e-01
-5.20967199e-01 -7.04711131e-02 -7.77071072e-02 1.23982195e-01
-7.69807333e-02 1.97188525e-01]
[ 1.34806650e-02 1.65051876e-01 -2.06970311e-02 3.73657558e-02
1.05161010e-01 -4.72760786e-03 3.03392239e-01 4.11520309e-02
1.36706002e-01 -3.11333234e-02]
[ 1.89106742e-01 4.12183398e-01 2.65304926e-02 8.55977692e-02
1.08212522e-01 -5.29859980e-02 -5.01839496e-01 -3.47032499e-02
9.26403853e-02 3.28721736e-01]
[ -2.22413447e-02 -2.94814981e-01 -2.40160265e-01 2.60697189e-02
-1.00142592e-02 1.64934802e-01 1.22676745e-01 5.60106279e-02
1.92565320e-02 1.02589157e-01]
[ -7.14021027e-03 1.69336639e-01 -1.48167568e-01 3.53944176e-02
1.01782888e-01 -1.77702452e-01 3.78479357e-02 -1.20205718e-01
-1.91269222e-01 1.47394889e-02]
[ -3.49571727e-01 -3.29584072e-01 -2.86610366e-01 1.52177029e-01
1.52590547e-01 4.59795836e-02 2.89143037e-02 -3.53067680e-02
-4.32876731e-03 3.07502737e-02]
[ -4.77102855e-03 -1.60009909e-01 9.20954354e-03 9.20759863e-02
-2.60721633e-02 -7.10166589e-02 1.72993013e-01 -1.89675307e-01
1.83023178e-01 3.34307143e-02]
[ 1.14569952e-01 -2.14927674e-01 3.31551275e-02 -6.72659301e-02
1.37081922e-01 -4.51209356e-02 5.30834639e-02 1.22336009e-01
7.15736204e-02 -2.02542782e-02]
[ -1.60075000e-01 -4.95933225e-02 -3.01085214e-01 -7.44691397e-03
-5.24044612e-02 6.53334129e-02 -2.41489837e-01 -2.73254403e-02
2.69156532e-01 -1.09014287e-01]
[ 6.99979981e-02 -2.32988124e-01 9.30549044e-02 3.72741055e-02
1.23410776e-01 -1.12101478e-01 3.64873545e-02 -9.87693913e-02
1.12043522e-02 1.42785627e-01]
[ -8.06795064e-02 8.30776137e-02 -2.43138596e-03 -1.60267057e-01
5.10831457e-02 2.52893677e-02 8.96263159e-02 -1.02415029e-01
-2.49794064e-02 -1.29020209e-01]
[ -9.65192467e-02 -1.03432061e-02 -6.38572262e-02 7.88013958e-03
3.06742078e-01 9.54479149e-02 -2.24629120e-02 -1.49158541e-02
-1.54870670e-01 -1.88742641e-01]
[ -1.55803725e-01 6.75415779e-03 6.25267082e-02 2.34194033e-02
-1.76268782e-01 -2.20353409e-01 -1.81228537e-01 -1.96923308e-01
8.84909062e-02 1.76025999e-01]
[ -2.16408933e-01 -1.51405669e-01 1.20057765e-01 2.72932217e-01
-1.29466690e-01 -8.40624438e-02 -1.15588621e-01 -2.54983209e-01
-2.07709137e-01 6.83694068e-03]
[ 1.19357770e-01 -4.80782691e-02 -1.66683874e-02 1.21989075e-01
-2.08410334e-02 -8.62473195e-02 1.08336990e-01 4.33422395e-03
3.48128409e-02 2.56585121e-02]
[ 3.29166442e-02 -4.61303581e-02 -2.13433129e-01 1.41577032e-01
-3.52331434e-02 9.00108213e-02 -7.89314179e-02 -2.01719400e-02
-9.97709404e-02 -9.61559359e-03]
[ -1.25615863e-01 -5.98245743e-02 -2.05502914e-01 1.50046870e-01
-4.51470317e-03 1.36360363e-01 1.34432063e-02 -2.50385427e-01
6.32118627e-02 -2.06102768e-01]
[ -7.35527638e-02 -4.09570865e-02 2.74739529e-01 9.28542794e-02
1.38858892e-01 -5.99967931e-02 -1.20606057e-01 1.20570519e-01
6.56135085e-02 2.73060435e-02]
[ 4.19855232e-02 -4.12336704e-02 8.19254192e-02 7.29248458e-02
1.29887218e-01 -1.30083748e-02 2.78521863e-01 1.20053413e-01
-4.77293990e-02 -8.13192507e-02]
[ 7.94800971e-03 -1.48426797e-01 -2.89737158e-01 -4.65206554e-02
2.13999259e-01 -9.15760653e-02 1.69982795e-01 1.64388796e-01
1.08249617e-01 -2.79040494e-02]
[ 5.00019769e-02 4.76176722e-03 -1.19015754e-01 3.99401476e-02
-7.72197891e-02 3.25234548e-01 2.53830836e-01 2.05449934e-01
-1.66866076e-01 -6.03485666e-02]
[ 1.08937625e-02 -5.56332282e-03 1.24638100e-01 1.13962963e-01
-3.45620528e-02 1.03639225e-01 -1.75771257e-01 -4.05048682e-02
2.15224855e-01 8.87118311e-02]
[ 1.02279469e-01 6.51338911e-02 -5.13996802e-02 -1.11880351e-01
-7.80036796e-02 -3.26647683e-01 1.20872376e-01 8.27068966e-03
1.34275122e-01 8.01199696e-02]
[ -9.31150240e-02 2.86553069e-02 -1.29903535e-02 3.00214980e-02
-1.28681981e-02 -2.05503392e-01 -1.06563611e-01 -1.94008984e-02
1.97735226e-02 1.36743411e-01]
[ -1.36591693e-01 -3.72357645e-02 -1.93838780e-01 6.26755012e-03
-2.81660503e-01 -7.81563640e-03 -3.79393275e-02 -2.28473048e-02
1.12623504e-02 7.44550501e-02]
[ -1.87079207e-02 -2.92995116e-02 -6.93662505e-02 -1.12901774e-01
4.85297424e-01 2.71291259e-01 5.00957354e-01 1.13988847e-01
-1.70333897e-01 -3.55973482e-01]
[ -7.00937527e-05 -3.04615124e-01 -2.17865424e-02 -5.13127032e-02
5.94810227e-01 9.39252288e-02 4.46013061e-01 9.26166017e-02
4.53325102e-02 -3.55083977e-01]
[ 1.98298048e-02 -3.76595999e-01 -3.87853745e-02 -9.66728347e-02
6.43426246e-01 2.04549579e-02 4.33098063e-01 4.94195455e-02
-3.53854729e-01 -2.03877557e-01]
[ -1.45685025e-01 -5.03034126e-01 1.40793656e-03 -1.73075167e-01
6.74485646e-01 -9.98321702e-02 5.32603035e-01 -8.07233043e-02
-4.46576616e-02 1.09009621e-01]
[ -2.71165817e-01 -3.19066408e-01 6.31420309e-02 -2.70549006e-02
8.59342452e-01 1.35861342e-01 3.43238116e-01 4.89812204e-02
-7.31940065e-02 -1.14663674e-01]
[ -1.68100216e-01 -1.88701117e-01 2.65988904e-01 -1.98839682e-01
5.27245556e-01 -5.85937982e-02 5.73550589e-01 1.57481645e-02
-2.21556497e-01 1.52348851e-02]
[ -1.04313618e-01 -1.46726830e-01 -1.69277047e-01 -6.87110384e-02
3.89331714e-01 -2.40351679e-01 1.02014868e-01 1.71108175e-01
1.51467000e-02 -8.56450193e-02]
[ 1.26755590e-01 2.65261837e-01 1.70969160e-01 -6.96935832e-02
-1.41593423e-01 4.27890656e-02 -1.80072766e-01 2.84872084e-01
9.00461682e-02 1.94799009e-01]
[ 3.41898464e-01 2.88811775e-01 -8.73183282e-02 3.07462811e-01
-8.82611121e-01 -2.85023901e-01 -4.49696523e-01 1.77475220e-01
3.72326023e-01 -5.06720850e-02]
[ 5.55464023e-02 1.65783277e-01 2.56603183e-01 2.63579056e-01
-9.53770428e-02 -1.99446340e-01 -2.01019958e-01 -1.32167481e-01
-1.30115480e-01 -2.74048266e-01]
[ 2.87466079e-02 -3.74781608e-02 -1.15672439e-01 -4.69049138e-02
2.31331913e-01 3.96533374e-02 -2.13432821e-02 -1.83873542e-01
4.02630655e-02 2.16197705e-01]
[ -1.92208964e-03 -6.04567324e-02 -6.75303492e-02 -5.39676703e-02
-2.77427143e-03 -1.73994259e-01 9.55258588e-02 1.00708589e-02
3.53700437e-02 5.58403258e-03]
[ 2.17551852e-02 4.66555374e-02 2.41877241e-01 6.43785051e-02
-1.95946835e-01 -1.30430153e-01 1.36269479e-01 3.94391123e-02
-1.93631390e-01 1.01010928e-01]
[ 5.30126263e-02 -1.92287123e-02 9.94802457e-02 -1.90113774e-02
-1.55740197e-01 7.91430474e-02 1.19346198e-01 -2.71648768e-01
-3.74306906e-02 -1.14144813e-01]
[ -2.99003869e-02 3.73427585e-02 7.61546984e-02 -5.60815363e-02
4.93012857e-02 1.90731103e-01 1.50952856e-01 1.17493459e-01
-4.11124968e-02 1.50424260e-01]
[ 2.11775927e-01 3.81965345e-02 2.45790139e-02 6.85787824e-02
9.68951307e-02 -1.74451553e-02 -1.30959763e-01 1.47781788e-01
-6.42479218e-02 -3.06578992e-02]
[ 2.31194380e-02 -6.80691828e-02 8.14635786e-03 1.41876882e-02
-3.23969381e-01 -1.14135222e-01 -1.54958476e-01 3.99844674e-02
9.99742054e-02 1.69966497e-01]
[ 1.35769367e-02 5.02163375e-01 1.06159229e-01 3.70286624e-01
-9.65149581e-01 -2.94561567e-01 -5.90554354e-01 -7.49448518e-02
2.51475888e-01 2.96244744e-01]
[ 1.65786529e-01 5.06204210e-01 5.60190390e-02 3.96729998e-01
-7.76413543e-01 -7.69385962e-02 -4.33072020e-01 1.49898390e-01
1.85251374e-01 4.74085666e-01]
[ 2.52488826e-01 2.79105932e-01 2.41626613e-01 1.30363779e-01
-3.59228834e-01 8.56665911e-02 -1.87303326e-01 1.62241717e-01
2.27067675e-01 6.42844615e-02]
[ -7.76730780e-02 2.04255107e-01 2.39795559e-01 9.23352660e-03
-1.48359898e-02 1.33342180e-01 -8.43222502e-02 -1.53160991e-02
-3.88638723e-02 4.48805154e-02]
[ -9.79089786e-02 -8.66716991e-03 2.48917125e-02 9.16838943e-02
-4.77065670e-02 1.16763211e-01 2.59752328e-01 2.02998427e-02
-2.76072915e-01 -9.45212956e-02]
[ -2.18265370e-01 -1.50824111e-02 -9.25353812e-02 -3.43146368e-01
1.76233479e-01 1.19789284e-01 9.72626855e-02 1.03684474e-01
-2.06853546e-01 3.32607572e-02]
[ 2.13010887e-02 -3.36442577e-01 -1.21902786e-01 -1.46954421e-01
3.25983464e-01 2.15103736e-02 1.39192577e-01 1.53414211e-01
-1.53462311e-01 -2.04471596e-01]
[ 1.52796779e-01 -1.34020107e-01 -1.36256137e-01 4.95385691e-03
1.14744217e-01 -6.36307666e-02 -3.17391305e-02 -1.48199516e-01
1.38657332e-01 -9.69100611e-02]
[ -1.22951974e-01 1.44198961e-01 2.56167187e-01 -2.92297207e-02
1.80019099e-01 9.07518464e-02 -7.68384375e-03 -2.98845424e-01
-1.27274443e-01 -6.65659906e-02]
[ -3.52830157e-01 9.25975122e-02 9.97451061e-03 -3.32206368e-02
1.46636277e-01 -1.68270975e-01 -3.69394891e-02 2.34928581e-01
-9.60717375e-02 7.56738312e-02]
[ 1.49555735e-01 1.11177002e-01 -2.38740011e-01 -9.30149193e-02
1.13186560e-01 -2.92164275e-01 6.58961962e-03 -1.67930233e-01
-4.39411679e-03 -1.88636861e-01]
[ 2.09812835e-01 -1.43009326e-01 6.05822369e-02 -2.61558116e-02
6.70728993e-02 -3.05511305e-02 -1.03078918e-02 -1.37091973e-01
1.08106212e-01 -1.81462894e-01]
[ -1.06177039e-01 -3.37734283e-02 1.19842544e-01 1.06216164e-01
3.55562534e-02 -1.10691656e-01 2.40291439e-01 -7.73086736e-02
1.82649691e-01 -5.79562165e-03]
[ 1.65306245e-02 -1.33837002e-01 2.12900028e-01 -2.24180709e-01
6.65151988e-02 1.08125163e-01 1.41236519e-02 -1.13376105e-01
3.29669221e-02 2.46973386e-01]]
[[ 0.54149118]
[ 1.37089578]
[ 0.25237905]
[ 0.78728249]
[-2.44811973]
[-0.27934551]
[-1.48279491]
[ 0.03845688]
[ 0.61795448]
[ 0.82262469]]
Progress: 17.9% ... Training loss: 0.312 ... Validation loss: 0.506[[ 1.63784770e-01 2.40806914e-01 -1.10854889e-01 1.09753930e-01
-5.29766830e-01 -7.12976555e-02 -8.23266286e-02 1.24111152e-01
-7.46750162e-02 1.99607845e-01]
[ 1.41300472e-02 1.66737033e-01 -2.03510169e-02 3.84027146e-02
1.02029239e-01 -5.10055874e-03 3.01413112e-01 4.12013384e-02
1.37507022e-01 -3.01172968e-02]
[ 1.91180688e-01 4.18630426e-01 2.77019379e-02 8.89723640e-02
9.66729816e-02 -5.41296862e-02 -5.08881725e-01 -3.45307643e-02
9.52574489e-02 3.31878907e-01]
[ -2.53951331e-02 -3.02859884e-01 -2.41762356e-01 2.11644643e-02
4.96459439e-03 1.66550248e-01 1.32372701e-01 5.57752390e-02
1.53867535e-02 9.78504302e-02]
[ -4.78703662e-03 1.73986159e-01 -1.46942556e-01 3.88765289e-02
9.20097892e-02 -1.78881450e-01 3.12849253e-02 -1.20035071e-01
-1.88428598e-01 1.83197294e-02]
[ -3.48792744e-01 -3.28041529e-01 -2.86280711e-01 1.53378512e-01
1.49193429e-01 4.55659617e-02 2.73369644e-02 -3.52469321e-02
-3.37164123e-03 3.18689924e-02]
[ -4.60852106e-03 -1.59598711e-01 9.31506292e-03 9.23524569e-02
-2.69515355e-02 -7.10402330e-02 1.72271128e-01 -1.89659377e-01
1.83335893e-01 3.37385278e-02]
[ 1.15582396e-01 -2.12276101e-01 3.37005573e-02 -6.56044099e-02
1.31481889e-01 -4.57313949e-02 5.03407754e-02 1.22423495e-01
7.28894775e-02 -1.88336803e-02]
[ -1.60445174e-01 -5.05434330e-02 -3.01269461e-01 -8.02600395e-03
-5.07951764e-02 6.55338669e-02 -2.40330146e-01 -2.73537976e-02
2.68791458e-01 -1.09645877e-01]
[ 7.08005291e-02 -2.30886245e-01 9.35106657e-02 3.86106062e-02
1.18855527e-01 -1.12506022e-01 3.42271544e-02 -9.86953501e-02
1.24836770e-02 1.43887149e-01]
[ -7.95572368e-02 8.56016408e-02 -1.95605407e-03 -1.58633263e-01
4.59443315e-02 2.46986743e-02 8.71027673e-02 -1.02334635e-01
-2.36978409e-02 -1.27420053e-01]
[ -9.68602870e-02 -1.13139084e-02 -6.39919621e-02 7.47022831e-03
3.08168902e-01 9.55959513e-02 -2.15613853e-02 -1.49353946e-02
-1.55210936e-01 -1.89228778e-01]
[ -1.55803725e-01 6.75415779e-03 6.25267082e-02 2.34194033e-02
-1.76268782e-01 -2.20353409e-01 -1.81228537e-01 -1.96923308e-01
8.84909062e-02 1.76025999e-01]
[ -2.16481694e-01 -1.51694459e-01 1.20007855e-01 2.72793328e-01
-1.29053570e-01 -8.40131671e-02 -1.15273506e-01 -2.54989973e-01
-2.07828252e-01 6.68429264e-03]
[ 1.19437933e-01 -4.81175171e-02 -1.66228684e-02 1.22159867e-01
-2.11614784e-02 -8.63123973e-02 1.08418615e-01 4.34291132e-03
3.49503670e-02 2.57889919e-02]
[ 3.38349873e-02 -4.39350099e-02 -2.13056505e-01 1.42962299e-01
-3.93326997e-02 8.95357742e-02 -8.12443977e-02 -2.01039423e-02
-9.86598060e-02 -8.25057653e-03]
[ -1.26400543e-01 -6.16562894e-02 -2.05853055e-01 1.48915054e-01
-9.48129261e-04 1.36756695e-01 1.55533696e-02 -2.50435294e-01
6.23363459e-02 -2.07291944e-01]
[ -7.36684463e-02 -4.08784315e-02 2.74707261e-01 9.27283805e-02
1.39120282e-01 -5.99395630e-02 -1.20492472e-01 1.20566051e-01
6.55003352e-02 2.71757636e-02]
[ 4.33089755e-02 -3.84706605e-02 8.25533229e-02 7.49071865e-02
1.23701502e-01 -1.36197152e-02 2.74805660e-01 1.20147718e-01
-4.60772399e-02 -7.92882828e-02]
[ 7.89936860e-03 -1.48240108e-01 -2.89714125e-01 -4.64825746e-02
2.13549743e-01 -9.15861306e-02 1.70037814e-01 1.64393673e-01
1.08267543e-01 -2.79627781e-02]
[ 5.01312813e-02 5.06512721e-03 -1.18936489e-01 4.01329699e-02
-7.79075173e-02 3.25153095e-01 2.53512376e-01 2.05462013e-01
-1.66692599e-01 -6.01583593e-02]
[ 1.10400883e-02 -5.29538826e-03 1.24720050e-01 1.14180107e-01
-3.55107934e-02 1.03523787e-01 -1.76134015e-01 -4.04953183e-02
2.15477820e-01 8.88095551e-02]
[ 1.02474394e-01 6.56192771e-02 -5.13076435e-02 -1.11597661e-01
-7.87961542e-02 -3.26749736e-01 1.20469004e-01 8.28443292e-03
1.34512352e-01 8.03852587e-02]
[ -9.31783616e-02 2.84877121e-02 -1.30219668e-02 2.99217775e-02
-1.25592364e-02 -2.05470110e-01 -1.06377012e-01 -1.94057421e-02
1.96970229e-02 1.36639994e-01]
[ -1.36715344e-01 -3.75335948e-02 -1.93904824e-01 6.05512162e-03
-2.80993612e-01 -7.73848358e-03 -3.75698832e-02 -2.28577067e-02
1.10848636e-02 7.42251553e-02]
[ -1.88270129e-02 -2.97722818e-02 -6.94293021e-02 -1.13076440e-01
4.85783403e-01 2.71359351e-01 5.01648289e-01 1.13980412e-01
-1.70461357e-01 -3.56211313e-01]
[ -3.42043083e-04 -3.05285345e-01 -2.19306502e-02 -5.17642549e-02
5.96398070e-01 9.40919697e-02 4.46919507e-01 9.25946206e-02
4.49923616e-02 -3.55586694e-01]
[ 1.95747820e-02 -3.77245884e-01 -3.88802959e-02 -9.70003060e-02
6.44417926e-01 2.05724840e-02 4.33841959e-01 4.94049652e-02
-3.54097668e-01 -2.04214423e-01]
[ -1.46138943e-01 -5.04078647e-01 1.19787695e-03 -1.73745917e-01
6.76452156e-01 -9.95948844e-02 5.33728563e-01 -8.07560569e-02
-4.51849947e-02 1.08357601e-01]
[ -2.71470237e-01 -3.19817491e-01 6.30030570e-02 -2.74666524e-02
8.60439734e-01 1.36004627e-01 3.44005565e-01 4.89621700e-02
-7.35083775e-02 -1.15088121e-01]
[ -1.68005515e-01 -1.88538736e-01 2.66034854e-01 -1.98693532e-01
5.26849970e-01 -5.86456167e-02 5.73347330e-01 1.57551896e-02
-2.21444276e-01 1.53833895e-02]
[ -1.04677254e-01 -1.47556695e-01 -1.69442281e-01 -6.92093732e-02
3.90902835e-01 -2.40179817e-01 1.02944305e-01 1.71083768e-01
1.47834676e-02 -8.61546540e-02]
[ 1.26096346e-01 2.63506656e-01 1.70645706e-01 -7.07069542e-02
-1.38657952e-01 4.31400204e-02 -1.78156347e-01 2.84824843e-01
8.93636933e-02 1.93863690e-01]
[ 3.42102008e-01 2.89338122e-01 -8.72231563e-02 3.07760563e-01
-8.83526339e-01 -2.85131314e-01 -4.50277390e-01 1.77490488e-01
3.72564565e-01 -5.03546111e-02]
[ 5.55510767e-02 1.65787161e-01 2.56603798e-01 2.63582348e-01
-9.53774870e-02 -1.99446730e-01 -2.01025011e-01 -1.32167397e-01
-1.30114800e-01 -2.74045964e-01]
[ 2.93521581e-02 -3.58352433e-02 -1.15368437e-01 -4.59597186e-02
2.28481087e-01 3.93143898e-02 -2.30482365e-02 -1.83827011e-01
4.09575141e-02 2.17052547e-01]
[ -1.80915745e-03 -6.00463029e-02 -6.74741112e-02 -5.37425469e-02
-3.43901842e-03 -1.74082191e-01 9.51990088e-02 1.00816420e-02
3.55837517e-02 5.82846927e-03]
[ 2.12105355e-02 4.53027859e-02 2.41616454e-01 6.35437101e-02
-1.93378619e-01 -1.30159319e-01 1.37809192e-01 3.94000564e-02
-1.94274202e-01 1.00143273e-01]
[ 5.40634936e-02 -1.66101326e-02 1.00018576e-01 -1.73357409e-02
-1.61096930e-01 7.85730856e-02 1.16269776e-01 -2.71570035e-01
-3.61427060e-02 -1.12410035e-01]
[ -2.79416730e-02 4.21440536e-02 7.70421054e-02 -5.31356962e-02
4.01927518e-02 1.89705755e-01 1.45564717e-01 1.17640133e-01
-3.88348338e-02 1.53215504e-01]
[ 2.11650493e-01 3.78519806e-02 2.45208961e-02 6.83894285e-02
9.74093757e-02 -1.73822035e-02 -1.30595910e-01 1.47772086e-01
-6.44095428e-02 -3.08496867e-02]
[ 2.36899851e-02 -6.66005356e-02 8.43422201e-03 1.50718147e-02
-3.26797917e-01 -1.14421612e-01 -1.56406750e-01 4.00300587e-02
1.00678480e-01 1.70790750e-01]
[ 1.40253025e-02 5.02990907e-01 1.06386269e-01 3.70871400e-01
-9.66761088e-01 -2.94729925e-01 -5.91719982e-01 -7.49169562e-02
2.51991057e-01 2.96836226e-01]
[ 1.65986731e-01 5.06624744e-01 5.60948830e-02 3.96996803e-01
-7.77283092e-01 -7.70297829e-02 -4.33512808e-01 1.49912522e-01
1.85468603e-01 4.74347809e-01]
[ 2.52416386e-01 2.78915509e-01 2.41591734e-01 1.30265101e-01
-3.58963755e-01 8.57025661e-02 -1.87146461e-01 1.62236458e-01
2.26997763e-01 6.41732532e-02]
[ -7.77692577e-02 2.03976327e-01 2.39743715e-01 9.07164713e-03
-1.43431527e-02 1.33399364e-01 -8.40199748e-02 -1.53239316e-02
-3.89900149e-02 4.47112154e-02]
[ -9.80841270e-02 -8.95865054e-03 2.48286061e-02 9.14391491e-02
-4.69149645e-02 1.16842303e-01 2.60104579e-01 2.02887239e-02
-2.76264202e-01 -9.47876576e-02]
[ -2.18236919e-01 -1.50142812e-02 -9.25224575e-02 -3.43096747e-01
1.76083890e-01 1.19773305e-01 9.71750270e-02 1.03686914e-01
-2.06814554e-01 3.33141982e-02]
[ 2.10474331e-02 -3.37106532e-01 -1.22029278e-01 -1.47341007e-01
3.27199625e-01 2.16451143e-02 1.39943179e-01 1.53395364e-01
-1.53752864e-01 -2.04875807e-01]
[ 1.54673178e-01 -1.28980048e-01 -1.35306680e-01 8.07186188e-03
1.05304792e-01 -6.46353597e-02 -3.70379988e-02 -1.48050978e-01
1.41108618e-01 -9.38954274e-02]
[ -1.21993149e-01 1.46058923e-01 2.56656141e-01 -2.78354381e-02
1.75680550e-01 9.02801679e-02 -1.03170714e-02 -2.98775714e-01
-1.26099340e-01 -6.51518138e-02]
[ -3.52821212e-01 9.24548239e-02 9.96324186e-03 -3.32670153e-02
1.46676333e-01 -1.68276507e-01 -3.65765564e-02 2.34929415e-01
-9.60764191e-02 7.55810953e-02]
[ 1.49399191e-01 1.10813595e-01 -2.38813699e-01 -9.32386275e-02
1.13770680e-01 -2.92091605e-01 7.00160572e-03 -1.67938234e-01
-4.56662393e-03 -1.88875557e-01]
[ 2.08714422e-01 -1.45876813e-01 6.00370960e-02 -2.78965304e-02
7.24019826e-02 -2.99576881e-02 -7.06418497e-03 -1.37175583e-01
1.06816296e-01 -1.83274980e-01]
[ -1.06375361e-01 -3.40890870e-02 1.19747217e-01 1.05964249e-01
3.60424551e-02 -1.10611486e-01 2.40784735e-01 -7.73191822e-02
1.82458312e-01 -6.08670259e-03]
[ 1.67234953e-02 -1.33392577e-01 2.12983400e-01 -2.23869892e-01
6.55864735e-02 1.08013482e-01 1.36616044e-02 -1.13358174e-01
3.32196399e-02 2.47194714e-01]]
[[ 0.55045074]
[ 1.38323913]
[ 0.26002234]
[ 0.79546109]
[-2.44347582]
[-0.27449822]
[-1.47883001]
[ 0.04351868]
[ 0.62478707]
[ 0.83256625]]
Progress: 18.0% ... Training loss: 0.315 ... Validation loss: 0.504[[ 1.64832694e-01 2.43313190e-01 -1.10357468e-01 1.10894436e-01
-5.32743603e-01 -7.17056157e-02 -8.47567904e-02 1.24176311e-01
-7.36476201e-02 2.00377110e-01]
[ 1.38398525e-02 1.66080771e-01 -2.04885874e-02 3.79801547e-02
1.03320589e-01 -4.95444636e-03 3.02117885e-01 4.11783001e-02
1.37190719e-01 -3.05583087e-02]
[ 1.93748047e-01 4.24983931e-01 2.87871989e-02 9.21707843e-02
8.77559919e-02 -5.52136155e-02 -5.15511848e-01 -3.43548385e-02
9.78811630e-02 3.34963722e-01]
[ -2.53521753e-02 -3.02525849e-01 -2.41553987e-01 2.16303103e-02
3.49448234e-03 1.66518268e-01 1.32636951e-01 5.57780220e-02
1.56960340e-02 9.79496638e-02]
[ -5.94578304e-03 1.70368621e-01 -1.47385801e-01 3.72846929e-02
9.57370744e-02 -1.78386646e-01 3.44795919e-02 -1.20113652e-01
-1.89571525e-01 1.64797821e-02]
[ -3.49381720e-01 -3.29581244e-01 -2.86558857e-01 1.52493381e-01
1.51987513e-01 4.58447886e-02 2.94995045e-02 -3.52911331e-02
-4.04851113e-03 3.08072169e-02]
[ -4.34996052e-03 -1.59101582e-01 9.52795814e-03 9.27292486e-02
-2.79473658e-02 -7.11834394e-02 1.71426962e-01 -1.89631490e-01
1.83643921e-01 3.40817421e-02]
[ 1.16003526e-01 -2.11525646e-01 3.38396784e-02 -6.52659159e-02
1.30585625e-01 -4.57958755e-02 4.97032181e-02 1.22434703e-01
7.32239396e-02 -1.87549792e-02]
[ -1.60968262e-01 -5.18263810e-02 -3.01515594e-01 -8.79175852e-03
-4.83278409e-02 6.57937551e-02 -2.38780362e-01 -2.73944086e-02
2.68217445e-01 -1.10568857e-01]
[ 7.21978525e-02 -2.27787175e-01 9.41152226e-02 4.02143439e-02
1.14605369e-01 -1.13061382e-01 3.16218290e-02 -9.85979372e-02
1.38526978e-02 1.45044966e-01]
[ -8.05304842e-02 8.30263361e-02 -2.34340659e-03 -1.59971541e-01
4.99866996e-02 2.51632112e-02 8.96660115e-02 -1.02411457e-01
-2.47534826e-02 -1.28861240e-01]
[ -9.77167368e-02 -1.34127527e-02 -6.43814289e-02 6.26916887e-03
3.11746017e-01 9.60178021e-02 -1.92887030e-02 -1.50017028e-02
-1.56132708e-01 -1.90508249e-01]
[ -1.55803725e-01 6.75415779e-03 6.25267082e-02 2.34194033e-02
-1.76268782e-01 -2.20353409e-01 -1.81228537e-01 -1.96923308e-01
8.84909062e-02 1.76025999e-01]
[ -2.16870633e-01 -1.52514563e-01 1.19818732e-01 2.72209651e-01
-1.27525243e-01 -8.38094076e-02 -1.14119627e-01 -2.55021439e-01
-2.08295575e-01 6.05557756e-03]
[ 1.18686254e-01 -5.00348201e-02 -1.69650661e-02 1.21170157e-01
-1.80563148e-02 -8.59857398e-02 1.10516972e-01 4.28797446e-03
3.41515649e-02 2.46588872e-02]
[ 3.47196982e-02 -4.19669628e-02 -2.12587437e-01 1.44134453e-01
-4.26293390e-02 8.91149352e-02 -8.32489691e-02 -2.00326152e-02
-9.76715890e-02 -7.10480118e-03]
[ -1.26280068e-01 -6.15467240e-02 -2.05776729e-01 1.49041299e-01
-1.04297979e-03 1.36706186e-01 1.51888101e-02 -2.50423431e-01
6.24908841e-02 -2.07100687e-01]
[ -7.37569845e-02 -4.09785446e-02 2.74658949e-01 9.26346503e-02
1.39407808e-01 -5.99137447e-02 -1.20343090e-01 1.20560546e-01
6.53784375e-02 2.70247420e-02]
[ 4.34078908e-02 -3.82911272e-02 8.26107205e-02 7.50374070e-02
1.23190055e-01 -1.36688965e-02 2.74408427e-01 1.20155808e-01
-4.59596507e-02 -7.91290313e-02]
[ 9.00901741e-03 -1.45517467e-01 -2.89175870e-01 -4.48678480e-02
2.08528990e-01 -9.20744519e-02 1.67386921e-01 1.64480858e-01
1.09560661e-01 -2.66402016e-02]
[ 4.98076729e-02 4.00333556e-03 -1.19159074e-01 3.94538131e-02
-7.55621427e-02 3.25373389e-01 2.54596637e-01 2.05418109e-01
-1.67208944e-01 -6.08370075e-02]
[ 1.09450009e-02 -5.42747945e-03 1.24680347e-01 1.14021690e-01
-3.51051127e-02 1.03575112e-01 -1.75822600e-01 -4.05040739e-02
2.15358337e-01 8.85998338e-02]
[ 1.01981617e-01 6.43997459e-02 -5.15360372e-02 -1.12314516e-01
-7.64282252e-02 -3.26507476e-01 1.21918086e-01 8.24630074e-03
1.33968975e-01 7.95851751e-02]
[ -9.35423329e-02 2.75974855e-02 -1.31942885e-02 2.93823147e-02
-1.09011439e-02 -2.05282229e-01 -1.05436700e-01 -1.94340573e-02
1.92850168e-02 1.36084524e-01]
[ -1.36856867e-01 -3.79473012e-02 -1.93975497e-01 5.83718579e-03
-2.80398690e-01 -7.65659893e-03 -3.71087124e-02 -2.28708733e-02
1.09022413e-02 7.39972196e-02]
[ -1.88441762e-02 -2.98234991e-02 -6.94376530e-02 -1.13102120e-01
4.85828036e-01 2.71368438e-01 5.01698431e-01 1.13979005e-01
-1.70481721e-01 -3.56239112e-01]
[ -6.23255497e-04 -3.06031200e-01 -2.20501722e-02 -5.21306529e-02
5.97415085e-01 9.42185097e-02 4.47745284e-01 9.25741585e-02
4.47053547e-02 -3.56004639e-01]
[ 1.96081676e-02 -3.77377731e-01 -3.88603593e-02 -9.69445670e-02
6.44287886e-01 2.05459169e-02 4.33832039e-01 4.94093797e-02
-3.54045459e-01 -2.04155612e-01]
[ -1.46278601e-01 -5.04363910e-01 1.13279737e-03 -1.73945236e-01
6.77014078e-01 -9.95244391e-02 5.34038388e-01 -8.07671983e-02
-4.53383375e-02 1.08150863e-01]
[ -2.71660833e-01 -3.20175395e-01 6.29253492e-02 -2.77095383e-02
8.61171099e-01 1.36089005e-01 3.44487864e-01 4.89490193e-02
-7.36867241e-02 -1.15340245e-01]
[ -1.68310041e-01 -1.89293932e-01 2.65895099e-01 -1.99121442e-01
5.28161904e-01 -5.84956655e-02 5.74144584e-01 1.57311801e-02
-2.21778263e-01 1.49394233e-02]
[ -1.04907703e-01 -1.48138917e-01 -1.69550383e-01 -6.95429753e-02
3.91915016e-01 -2.40072392e-01 1.03529630e-01 1.71065920e-01
1.45183152e-02 -8.64761288e-02]
[ 1.26128855e-01 2.63564865e-01 1.70660161e-01 -7.06603014e-02
-1.38754755e-01 4.31244259e-02 -1.78249442e-01 2.84827200e-01
8.94082007e-02 1.93894502e-01]
[ 3.42457991e-01 2.90052664e-01 -8.70447145e-02 3.08198742e-01
-8.84838968e-01 -2.85258157e-01 -4.50905702e-01 1.77502596e-01
3.72851535e-01 -5.00495013e-02]
[ 5.54599326e-02 1.65558505e-01 2.56560020e-01 2.63451686e-01
-9.49613130e-02 -1.99401675e-01 -2.00780891e-01 -1.32174769e-01
-1.30218519e-01 -2.74182483e-01]
[ 2.95180477e-02 -3.54625079e-02 -1.15297168e-01 -4.57404659e-02
2.27817988e-01 3.92386740e-02 -2.33981809e-02 -1.83816431e-01
4.11163949e-02 2.17236323e-01]
[ -7.20815160e-04 -5.73221285e-02 -6.69630767e-02 -5.21023274e-02
-8.19351635e-03 -1.74623638e-01 9.22358259e-02 1.01723153e-02
3.68346797e-02 7.33989333e-03]
[ 2.04364287e-02 4.35364739e-02 2.41264869e-01 6.24155061e-02
-1.89963201e-01 -1.29774239e-01 1.39823999e-01 3.93382891e-02
-1.95165921e-01 9.89890137e-02]
[ 5.37492605e-02 -1.74214141e-02 9.98634906e-02 -1.78125534e-02
-1.59694553e-01 7.87341130e-02 1.17138272e-01 -2.71594106e-01
-3.65189089e-02 -1.12876387e-01]
[ -2.80785793e-02 4.17894751e-02 7.69812903e-02 -5.33364024e-02
4.08280461e-02 1.89776932e-01 1.45931629e-01 1.17629837e-01
-3.89894810e-02 1.52990774e-01]
[ 2.11469444e-01 3.75720812e-02 2.44271000e-02 6.81046150e-02
9.81939273e-02 -1.73030171e-02 -1.30371089e-01 1.47758907e-01
-6.46191981e-02 -3.10753174e-02]
[ 2.30524996e-02 -6.82477115e-02 8.11528253e-03 1.40592209e-02
-3.23700574e-01 -1.14113560e-01 -1.54702910e-01 3.99779343e-02
9.99395403e-02 1.69773215e-01]
[ 1.45203583e-02 5.04307655e-01 1.06625067e-01 3.71457223e-01
-9.68229290e-01 -2.94922433e-01 -5.92297801e-01 -7.48774340e-02
2.52512715e-01 2.97263760e-01]
[ 1.66640628e-01 5.07784980e-01 5.64042564e-02 3.97830473e-01
-7.79733051e-01 -7.72894225e-02 -4.34887172e-01 1.49959944e-01
1.86183137e-01 4.75040932e-01]
[ 2.52538758e-01 2.79261091e-01 2.41665736e-01 1.30474280e-01
-3.59527811e-01 8.56287725e-02 -1.87590844e-01 1.62247953e-01
2.27164757e-01 6.44168589e-02]
[ -7.80689919e-02 2.03239448e-01 2.39594338e-01 8.61165314e-03
-1.29340599e-02 1.33559426e-01 -8.32175494e-02 -1.53495441e-02
-3.93396471e-02 4.42665130e-02]
[ -9.80173154e-02 -8.77646584e-03 2.48618913e-02 9.15518686e-02
-4.72763493e-02 1.16803056e-01 2.59838404e-01 2.02949328e-02
-2.76176070e-01 -9.46735285e-02]
[ -2.18073071e-01 -1.46222505e-02 -9.24460303e-02 -3.42861331e-01
1.75360515e-01 1.19691567e-01 9.67529952e-02 1.03699979e-01
-2.06627082e-01 3.35573927e-02]
[ 2.10352304e-02 -3.37213769e-01 -1.22036671e-01 -1.47363876e-01
3.27253697e-01 2.16517699e-02 1.40026964e-01 1.53394245e-01
-1.53770827e-01 -2.04910392e-01]
[ 1.53765404e-01 -1.31307364e-01 -1.35705951e-01 6.78821518e-03
1.08285971e-01 -6.41420248e-02 -3.45714141e-02 -1.48126286e-01
1.40074787e-01 -9.54418623e-02]
[ -1.23482126e-01 1.42440033e-01 2.55969251e-01 -2.99975857e-02
1.82107727e-01 9.10212153e-02 -6.55868696e-03 -2.98888646e-01
-1.27800709e-01 -6.73780839e-02]
[ -3.51154786e-01 9.62976817e-02 1.07581770e-02 -3.09768943e-02
1.40527421e-01 -1.69040061e-01 -4.00575275e-02 2.35053641e-01
-9.41927300e-02 7.75821727e-02]
[ 1.49920098e-01 1.11976666e-01 -2.38560761e-01 -9.25211070e-02
1.12037767e-01 -2.92332966e-01 5.72639162e-03 -1.67896474e-01
-3.97860015e-03 -1.88112618e-01]
[ 2.07241760e-01 -1.49488942e-01 5.93201744e-02 -3.01322393e-02
7.92593891e-02 -2.91969195e-02 -3.24448480e-03 -1.37297684e-01
1.05093537e-01 -1.85533545e-01]
[ -1.06217194e-01 -3.35895228e-02 1.19843585e-01 1.06139890e-01
3.58565386e-02 -1.10716912e-01 2.40222586e-01 -7.73044275e-02
1.82643074e-01 -5.83784900e-03]
[ 1.78150338e-02 -1.30914815e-01 2.13469979e-01 -2.22307272e-01
6.07577766e-02 1.07459701e-01 1.11658695e-02 -1.13274291e-01
3.44127322e-02 2.48650273e-01]]
[[ 0.54996783]
[ 1.38428051]
[ 0.25719034]
[ 0.79449809]
[-2.44820006]
[-0.27770623]
[-1.48454666]
[ 0.04414195]
[ 0.6245698 ]
[ 0.83506358]]
Progress: 18.1% ... Training loss: 0.315 ... Validation loss: 0.499[[ 1.63860529e-01 2.40424838e-01 -1.10670315e-01 1.09684277e-01
-5.29396472e-01 -7.12036957e-02 -8.13954966e-02 1.24110463e-01
-7.45429764e-02 1.98905509e-01]
[ 1.38673187e-02 1.66139757e-01 -2.04780663e-02 3.80149972e-02
1.03208927e-01 -4.97674801e-03 3.02070991e-01 4.11802504e-02
1.37217766e-01 -3.05179956e-02]
[ 1.93857217e-01 4.25071474e-01 2.87356003e-02 9.16169093e-02
8.94078324e-02 -5.49673090e-02 -5.16330293e-01 -3.43624265e-02
9.78150319e-02 3.35082766e-01]
[ -2.49031103e-02 -3.00051171e-01 -2.41212977e-01 2.24876103e-02
2.27851865e-03 1.66099958e-01 1.30347066e-01 5.58038313e-02
1.62045893e-02 9.90041562e-02]
[ -5.44097477e-03 1.71690744e-01 -1.46933621e-01 3.83329561e-02
9.33510577e-02 -1.78700136e-01 3.32956674e-02 -1.20044933e-01
-1.88702452e-01 1.74228647e-02]
[ -3.50572363e-01 -3.32925054e-01 -2.86958584e-01 1.51265341e-01
1.56362401e-01 4.63264491e-02 3.33978878e-02 -3.53694308e-02
-5.18831444e-03 2.90563650e-02]
[ -5.70565259e-03 -1.62758227e-01 8.89277113e-03 9.06756356e-02
-2.24534820e-02 -7.05085163e-02 1.75055443e-01 -1.89741940e-01
1.82096966e-01 3.20603210e-02]
[ 1.15664276e-01 -2.12848329e-01 3.37184519e-02 -6.57431873e-02
1.31842471e-01 -4.55560599e-02 5.11581533e-02 1.22414800e-01
7.29549853e-02 -1.93493606e-02]
[ -1.62077903e-01 -5.44089594e-02 -3.02012102e-01 -1.03992858e-02
-4.35674310e-02 6.63343184e-02 -2.35734841e-01 -2.74840020e-02
2.67084777e-01 -1.12285222e-01]
[ 6.90658204e-02 -2.36285882e-01 9.27144305e-02 3.58756782e-02
1.26593744e-01 -1.11458049e-01 4.09546864e-02 -9.88384325e-02
1.06034937e-02 1.40189395e-01]
[ -8.11139864e-02 8.15113592e-02 -2.54072445e-03 -1.60796315e-01
5.28333031e-02 2.54065662e-02 9.15839746e-02 -1.02455452e-01
-2.53542390e-02 -1.29737839e-01]
[ -9.79964287e-02 -1.43047853e-02 -6.44359675e-02 6.06615684e-03
3.12797067e-01 9.61080774e-02 -1.85122038e-02 -1.50154553e-02
-1.56371128e-01 -1.90859097e-01]
[ -1.55803725e-01 6.75415779e-03 6.25267082e-02 2.34194033e-02
-1.76268782e-01 -2.20353409e-01 -1.81228537e-01 -1.96923308e-01
8.84909062e-02 1.76025999e-01]
[ -2.17832358e-01 -1.55214505e-01 1.19422812e-01 2.71045696e-01
-1.23643683e-01 -8.33849955e-02 -1.11328210e-01 -2.55090202e-01
-2.09262893e-01 4.59685277e-03]
[ 1.18635504e-01 -5.01591108e-02 -1.69704665e-02 1.21222518e-01
-1.78523849e-02 -8.59970835e-02 1.10814967e-01 4.28918971e-03
3.41389124e-02 2.46598450e-02]
[ 3.46225491e-02 -4.23048067e-02 -2.12546200e-01 1.44140794e-01
-4.26890174e-02 8.91411190e-02 -8.25991178e-02 -2.00367868e-02
-9.77369940e-02 -7.28093700e-03]
[ -1.27259771e-01 -6.42516507e-02 -2.06229781e-01 1.47568986e-01
2.56369814e-03 1.37178460e-01 1.78956100e-02 -2.50500326e-01
6.13666302e-02 -2.08645787e-01]
[ -7.43062004e-02 -4.23382233e-02 2.74401247e-01 9.18511451e-02
1.41543323e-01 -5.96394516e-02 -1.18940280e-01 1.20514556e-01
6.47616354e-02 2.62894268e-02]
[ 4.39326007e-02 -3.74601061e-02 8.28790175e-02 7.58170220e-02
1.21162015e-01 -1.38609264e-02 2.73184241e-01 1.20203542e-01
-4.52580600e-02 -7.83231522e-02]
[ 9.36659593e-03 -1.44828434e-01 -2.89002007e-01 -4.43834096e-02
2.07104717e-01 -9.22141553e-02 1.66728593e-01 1.64508644e-01
1.09965802e-01 -2.62377327e-02]
[ 4.88307039e-02 1.53344864e-03 -1.19647186e-01 3.79551771e-02
-7.12317549e-02 3.25872690e-01 2.57281640e-01 2.05338085e-01
-1.68367605e-01 -6.23430555e-02]
[ 1.08406119e-02 -5.46973837e-03 1.24662117e-01 1.13929056e-01
-3.48374544e-02 1.03594822e-01 -1.75624010e-01 -4.05096933e-02
2.15291104e-01 8.85194369e-02]
[ 1.01682693e-01 6.36058057e-02 -5.16547378e-02 -1.12760556e-01
-7.49870158e-02 -3.26368784e-01 1.22744288e-01 8.22236325e-03
1.33672242e-01 7.91061029e-02]
[ -9.43483961e-02 2.58104234e-02 -1.35613695e-02 2.82394431e-02
-7.57788776e-03 -2.04885622e-01 -1.03255939e-01 -1.94986194e-02
1.84429066e-02 1.34868591e-01]
[ -1.36909493e-01 -3.80532408e-02 -1.94007343e-01 5.74793105e-03
-2.80190865e-01 -7.62803403e-03 -3.69383101e-02 -2.28758899e-02
1.08582986e-02 7.39016204e-02]
[ -1.91796906e-02 -3.07740157e-02 -6.96039486e-02 -1.13583280e-01
4.87290706e-01 2.71529664e-01 5.02728737e-01 1.13952612e-01
-1.70870748e-01 -3.56786710e-01]
[ -4.51170752e-04 -3.05753756e-01 -2.19415024e-02 -5.17866661e-02
5.96465927e-01 9.40998938e-02 4.47347308e-01 9.25932430e-02
4.49697641e-02 -3.55688690e-01]
[ 1.91427923e-02 -3.78631408e-01 -3.90780609e-02 -9.76393240e-02
6.46290650e-01 2.07779846e-02 4.35100774e-01 4.93723386e-02
-3.54548406e-01 -2.04887787e-01]
[ -1.46298684e-01 -5.04580980e-01 1.13791559e-03 -1.73928580e-01
6.76953132e-01 -9.95351958e-02 5.34338829e-01 -8.07660314e-02
-4.53164139e-02 1.08164676e-01]
[ -2.71696296e-01 -3.20425375e-01 6.29288327e-02 -2.76635419e-02
8.61145471e-01 1.36067180e-01 3.44583052e-01 4.89523076e-02
-7.36638861e-02 -1.15333159e-01]
[ -1.68478490e-01 -1.89761644e-01 2.65820674e-01 -1.99351120e-01
5.28880861e-01 -5.84132672e-02 5.74650529e-01 1.57202077e-02
-2.21966572e-01 1.47228979e-02]
[ -1.04842011e-01 -1.48030864e-01 -1.69516554e-01 -6.94385818e-02
3.91609013e-01 -2.40107869e-01 1.03359014e-01 1.71071630e-01
1.46000211e-02 -8.63737141e-02]
[ 1.25936843e-01 2.63309558e-01 1.70585378e-01 -7.08800956e-02
-1.38012550e-01 4.32062262e-02 -1.77810381e-01 2.84816035e-01
8.92329098e-02 1.93634128e-01]
[ 3.40830164e-01 2.86184144e-01 -8.77499087e-02 3.05844213e-01
-8.78887456e-01 -2.84430471e-01 -4.46382752e-01 1.77367881e-01
3.71038393e-01 -5.26238137e-02]
[ 5.57751279e-02 1.66380211e-01 2.56698943e-01 2.63908791e-01
-9.63983172e-02 -1.99561673e-01 -2.01623300e-01 -1.32149075e-01
-1.29856291e-01 -2.73722698e-01]
[ 2.90001337e-02 -3.69050352e-02 -1.15555256e-01 -4.65520688e-02
2.30094003e-01 3.95043487e-02 -2.20276844e-02 -1.83863128e-01
4.05133675e-02 2.16529200e-01]
[ -1.10043361e-03 -5.81578471e-02 -6.71409794e-02 -5.26544708e-02
-6.52126303e-03 -1.74454912e-01 9.32632482e-02 1.01428825e-02
3.63988306e-02 6.75600805e-03]
[ 2.04046136e-02 4.34558688e-02 2.41251292e-01 6.23695285e-02
-1.89819364e-01 -1.29758778e-01 1.39911918e-01 3.93357412e-02
-1.95202675e-01 9.89403508e-02]
[ 5.31862797e-02 -1.86870078e-02 9.96032815e-02 -1.86778993e-02
-1.56983656e-01 7.90221391e-02 1.18691612e-01 -2.71640351e-01
-3.71957500e-02 -1.13763621e-01]
[ -2.80389629e-02 4.19181214e-02 7.69881862e-02 -5.32781636e-02
4.06749357e-02 1.89757558e-01 1.45794119e-01 1.17633010e-01
-3.89403680e-02 1.53000397e-01]
[ 2.11402879e-01 3.73331891e-02 2.43768815e-02 6.79719063e-02
9.86015738e-02 -1.72699855e-02 -1.30150845e-01 1.47751903e-01
-6.47245948e-02 -3.12152323e-02]
[ 2.30668698e-02 -6.83143476e-02 8.11897385e-03 1.40401033e-02
-3.23612963e-01 -1.14098642e-01 -1.54659948e-01 3.99777853e-02
9.99428689e-02 1.69741618e-01]
[ 1.52738023e-02 5.05586187e-01 1.07075619e-01 3.72604663e-01
-9.71356927e-01 -2.95226230e-01 -5.93921734e-01 -7.48087797e-02
2.53554089e-01 2.98447289e-01]
[ 1.66167548e-01 5.06548132e-01 5.62051845e-02 3.97242092e-01
-7.77766034e-01 -7.70478002e-02 -4.33479415e-01 1.49921175e-01
1.85642390e-01 4.74300969e-01]
[ 2.52085999e-01 2.78190729e-01 2.41456877e-01 1.29853836e-01
-3.57712113e-01 8.58455377e-02 -1.86370895e-01 1.62212381e-01
2.26684431e-01 6.37329356e-02]
[ -7.81119180e-02 2.03128611e-01 2.39570852e-01 8.58308582e-03
-1.28237604e-02 1.33576141e-01 -8.30784809e-02 -1.53516766e-02
-3.93612722e-02 4.41911402e-02]
[ -9.79502353e-02 -8.56010838e-03 2.49003642e-02 9.16530616e-02
-4.75795353e-02 1.16768155e-01 2.59644792e-01 2.02987915e-02
-2.76101238e-01 -9.46020621e-02]
[ -2.17881837e-01 -1.41651486e-02 -9.23467146e-02 -3.42515825e-01
1.74461855e-01 1.19570022e-01 9.62463919e-02 1.03719259e-01
-2.06395671e-01 3.39132893e-02]
[ 2.07936699e-02 -3.37796524e-01 -1.22148457e-01 -1.47706639e-01
3.28331675e-01 2.17689020e-02 1.40695158e-01 1.53374926e-01
-1.54043089e-01 -2.05284312e-01]
[ 1.51159751e-01 -1.37590770e-01 -1.36855865e-01 3.10686931e-03
1.19139435e-01 -6.28353307e-02 -2.75234693e-02 -1.48337826e-01
1.37128540e-01 -9.94767360e-02]
[ -1.22793598e-01 1.43885603e-01 2.56304964e-01 -2.89822697e-02
1.79683873e-01 9.06379024e-02 -8.15665442e-03 -2.98831554e-01
-1.27004115e-01 -6.63065230e-02]
[ -3.51673871e-01 9.51465529e-02 1.05298732e-02 -3.17645722e-02
1.43131826e-01 -1.68793530e-01 -3.87137334e-02 2.35011674e-01
-9.47514179e-02 7.69171087e-02]
[ 1.49648232e-01 1.10537865e-01 -2.38595239e-01 -9.26828795e-02
1.12675661e-01 -2.92194175e-01 6.75916131e-03 -1.67905680e-01
-4.05678045e-03 -1.88488673e-01]
[ 2.06406273e-01 -1.51836149e-01 5.89533004e-02 -3.13306859e-02
8.28063708e-02 -2.87557763e-02 -6.26086642e-04 -1.37357714e-01
1.04233283e-01 -1.86867017e-01]
[ -1.06197068e-01 -3.34851062e-02 1.19883482e-01 1.06219622e-01
3.55369243e-02 -1.10730826e-01 2.40416153e-01 -7.73030918e-02
1.82716597e-01 -5.75504883e-03]
[ 1.73432448e-02 -1.32149975e-01 2.13221290e-01 -2.22939528e-01
6.17445283e-02 1.07660731e-01 1.25546834e-02 -1.13308217e-01
3.38976051e-02 2.47822358e-01]]
[[ 0.53457064]
[ 1.37326718]
[ 0.24464489]
[ 0.77887716]
[-2.46104117]
[-0.29037208]
[-1.49784894]
[ 0.03142395]
[ 0.60818901]
[ 0.82106478]]
Progress: 18.1% ... Training loss: 0.311 ... Validation loss: 0.495[[ 1.63552747e-01 2.39595158e-01 -1.10882058e-01 1.09242318e-01
-5.28992007e-01 -7.10553566e-02 -8.05950039e-02 1.24091457e-01
-7.48107685e-02 1.98128162e-01]
[ 1.39488209e-02 1.66267392e-01 -2.04413320e-02 3.81282713e-02
1.02836408e-01 -5.02168455e-03 3.01822764e-01 4.11851543e-02
1.37312878e-01 -3.04570612e-02]
[ 1.90636631e-01 4.18930963e-01 2.71106335e-02 8.64793098e-02
1.04181198e-01 -5.31752425e-02 -5.08406873e-01 -3.45683811e-02
9.39136795e-02 3.29526508e-01]
[ -2.31705607e-02 -2.96874327e-01 -2.40304214e-01 2.51374274e-02
-5.86353227e-03 1.65182690e-01 1.26390828e-01 5.59016531e-02
1.82902876e-02 1.01805376e-01]
[ -4.69404677e-03 1.73707281e-01 -1.46613456e-01 3.94086505e-02
8.99087330e-02 -1.79090269e-01 3.10437135e-02 -1.19994116e-01
-1.87766130e-01 1.82903007e-02]
[ -3.50092687e-01 -3.32415970e-01 -2.86729006e-01 1.52093886e-01
1.54197028e-01 4.60108730e-02 3.23581075e-02 -3.53360216e-02
-4.57796762e-03 2.99087498e-02]
[ -5.55231639e-03 -1.62661994e-01 8.87576013e-03 9.09117356e-02
-2.35109113e-02 -7.06270337e-02 1.74844338e-01 -1.89730418e-01
1.82165431e-01 3.21431311e-02]
[ 1.15195190e-01 -2.13939259e-01 3.34318370e-02 -6.65208488e-02
1.34065464e-01 -4.52828662e-02 5.24156416e-02 1.22380027e-01
7.24515874e-02 -2.04083054e-02]
[ -1.62816420e-01 -5.63608090e-02 -3.02328482e-01 -1.15210226e-02
-4.02873338e-02 6.67551932e-02 -2.33597741e-01 -2.75288722e-02
2.66262046e-01 -1.13452055e-01]
[ 6.81435469e-02 -2.39097223e-01 9.21808610e-02 3.44936595e-02
1.30898643e-01 -1.10991761e-01 4.37217280e-02 -9.88953280e-02
9.55227820e-03 1.38436431e-01]
[ -8.07727936e-02 8.22594264e-02 -2.39325666e-03 -1.60210122e-01
5.06721901e-02 2.51916255e-02 9.07270889e-02 -1.02431681e-01
-2.49079173e-02 -1.29273996e-01]
[ -9.79899386e-02 -1.46789733e-02 -6.44402947e-02 6.02722890e-03
3.12933569e-01 9.61167050e-02 -1.82786556e-02 -1.50170443e-02
-1.56413551e-01 -1.90860560e-01]
[ -1.55803725e-01 6.75415779e-03 6.25267082e-02 2.34194033e-02
-1.76268782e-01 -2.20353409e-01 -1.81228537e-01 -1.96923308e-01
8.84909062e-02 1.76025999e-01]
[ -2.17448034e-01 -1.54468712e-01 1.19622941e-01 2.71672223e-01
-1.25465172e-01 -8.36241789e-02 -1.12293696e-01 -2.55066001e-01
-2.08776999e-01 5.23679427e-03]
[ 1.18502152e-01 -5.06265146e-02 -1.70316846e-02 1.21003304e-01
-1.71455296e-02 -8.59186591e-02 1.11266460e-01 4.28158434e-03
3.39849787e-02 2.44331954e-02]
[ 3.50466904e-02 -4.17563575e-02 -2.12379598e-01 1.44851141e-01
-4.45453627e-02 8.88784058e-02 -8.35471002e-02 -2.00083612e-02
-9.72351776e-02 -6.56626679e-03]
[ -1.27569057e-01 -6.51308141e-02 -2.06369684e-01 1.47151191e-01
3.87012349e-03 1.37342889e-01 1.88249911e-02 -2.50516568e-01
6.10198839e-02 -2.09087165e-01]
[ -7.36595807e-02 -4.07191169e-02 2.74666740e-01 9.28059006e-02
1.38584694e-01 -6.00025002e-02 -1.20771287e-01 1.20553631e-01
6.54108090e-02 2.71808943e-02]
[ 4.33084617e-02 -3.92067576e-02 8.25175572e-02 7.48225248e-02
1.23788971e-01 -1.35220617e-02 2.75092200e-01 1.20163477e-01
-4.60100724e-02 -7.94409168e-02]
[ 9.89894345e-03 -1.43321729e-01 -2.88782683e-01 -4.36355306e-02
2.04646266e-01 -9.25205808e-02 1.65097700e-01 1.64535357e-01
1.10555966e-01 -2.56648574e-02]
[ 4.83360636e-02 4.12658518e-04 -1.19865211e-01 3.71847277e-02
-6.89289077e-02 3.26144290e-01 2.58667065e-01 2.05308662e-01
-1.68948086e-01 -6.30856339e-02]
[ 1.04460098e-02 -6.46285891e-03 1.24456167e-01 1.13387429e-01
-3.30918401e-02 1.03822062e-01 -1.74599227e-01 -4.05323655e-02
2.14923126e-01 8.79100887e-02]
[ 1.01111318e-01 6.21471444e-02 -5.19021454e-02 -1.13601094e-01
-7.26117356e-02 -3.26062908e-01 1.24363695e-01 8.18864142e-03
1.33066285e-01 7.82238789e-02]
[ -9.43362934e-02 2.57334491e-02 -1.35496882e-02 2.82167058e-02
-7.47962432e-03 -2.04865589e-01 -1.03186135e-01 -1.94995474e-02
1.84280417e-02 1.34849652e-01]
[ -1.36956225e-01 -3.81679914e-02 -1.94027037e-01 5.68052865e-03
-2.79977905e-01 -7.60315407e-03 -3.68074875e-02 -2.28783600e-02
1.08059071e-02 7.38309651e-02]
[ -1.93043735e-02 -3.12000670e-02 -6.96639572e-02 -1.13774182e-01
4.87890676e-01 2.71603180e-01 5.03146684e-01 1.13945098e-01
-1.71011334e-01 -3.56985989e-01]
[ -6.93796153e-04 -3.06396527e-01 -2.20533679e-02 -5.21438857e-02
5.97550396e-01 9.42216714e-02 4.48034141e-01 9.25798846e-02
4.46929831e-02 -3.56049549e-01]
[ 1.92696954e-02 -3.78427354e-01 -3.90191991e-02 -9.74457915e-02
6.46066669e-01 2.07040676e-02 4.34770289e-01 4.93802265e-02
-3.54385664e-01 -2.04664800e-01]
[ -1.46352475e-01 -5.04805933e-01 1.12394906e-03 -1.73953055e-01
6.77081994e-01 -9.95281381e-02 5.34528462e-01 -8.07669495e-02
-4.53468095e-02 1.08165907e-01]
[ -2.72130793e-01 -3.21442284e-01 6.27282211e-02 -2.83012614e-02
8.62765513e-01 1.36300453e-01 3.45783477e-01 4.89267372e-02
-7.41538853e-02 -1.15979622e-01]
[ -1.68791478e-01 -1.90553368e-01 2.65677894e-01 -1.99816999e-01
5.30246101e-01 -5.82389092e-02 5.75475462e-01 1.57016383e-02
-2.22328427e-01 1.42562943e-02]
[ -1.04613715e-01 -1.47680662e-01 -1.69437615e-01 -6.90834264e-02
3.90482653e-01 -2.40240883e-01 1.02916188e-01 1.71086028e-01
1.48899840e-02 -8.60524724e-02]
[ 1.26170231e-01 2.63931109e-01 1.70689559e-01 -7.05291492e-02
-1.39132291e-01 4.30868555e-02 -1.78441871e-01 2.84826494e-01
8.95025735e-02 1.93887083e-01]
[ 3.40356400e-01 2.84691648e-01 -8.79990322e-02 3.05058617e-01
-8.76531602e-01 -2.84144735e-01 -4.44847080e-01 1.77334135e-01
3.70374260e-01 -5.34359233e-02]
[ 5.57026531e-02 1.66188965e-01 2.56669587e-01 2.63803627e-01
-9.60719009e-02 -1.99523626e-01 -2.01428144e-01 -1.32153274e-01
-1.29939267e-01 -2.73827051e-01]
[ 2.89085963e-02 -3.70528530e-02 -1.15583570e-01 -4.66361183e-02
2.30318163e-01 3.95257900e-02 -2.17920500e-02 -1.83864707e-01
4.04276141e-02 2.16416657e-01]
[ -1.42052254e-03 -5.91028271e-02 -6.73283177e-02 -5.32255321e-02
-4.83137593e-03 -1.74271965e-01 9.43121200e-02 1.01206730e-02
3.59360737e-02 6.15987655e-03]
[ 2.08447197e-02 4.45474110e-02 2.41462189e-01 6.30863953e-02
-1.92116195e-01 -1.30002377e-01 1.38748098e-01 3.93642627e-02
-1.94644307e-01 9.96047056e-02]
[ 5.32883662e-02 -1.84055348e-02 9.96399811e-02 -1.85012016e-02
-1.57442178e-01 7.89429579e-02 1.18341664e-01 -2.71634400e-01
-3.70675473e-02 -1.13632350e-01]
[ -2.79060423e-02 4.22947641e-02 7.70343840e-02 -5.30768261e-02
4.00402481e-02 1.89681967e-01 1.45352544e-01 1.17641553e-01
-3.87583662e-02 1.53120585e-01]
[ 2.11055732e-01 3.64303875e-02 2.42054441e-02 6.74230333e-02
1.00351170e-01 -1.70805231e-02 -1.29178965e-01 1.47729306e-01
-6.51473551e-02 -3.17686755e-02]
[ 2.36242810e-02 -6.68709150e-02 8.34705036e-03 1.48834131e-02
-3.26212409e-01 -1.14418074e-01 -1.56223373e-01 4.00116488e-02
1.00588108e-01 1.70454562e-01]
[ 1.55197223e-02 5.06182100e-01 1.07189003e-01 3.72921778e-01
-9.72347720e-01 -2.95332124e-01 -5.94618894e-01 -7.47947391e-02
2.53843524e-01 2.98796056e-01]
[ 1.66022294e-01 5.06199666e-01 5.61320738e-02 3.97045643e-01
-7.77139347e-01 -7.69694897e-02 -4.33114669e-01 1.49913816e-01
1.85446151e-01 4.74096710e-01]
[ 2.51624673e-01 2.76928561e-01 2.41243084e-01 1.29143681e-01
-3.55784139e-01 8.61002956e-02 -1.85095993e-01 1.62184115e-01
2.26196853e-01 6.30263395e-02]
[ -7.81212094e-02 2.03129002e-01 2.39572893e-01 8.58404930e-03
-1.27801206e-02 1.33575720e-01 -8.30954268e-02 -1.53518936e-02
-3.93658851e-02 4.41918466e-02]
[ -9.77851429e-02 -8.17315365e-03 2.49809972e-02 9.19127003e-02
-4.83952196e-02 1.16674588e-01 2.59185425e-01 2.03092873e-02
-2.75898626e-01 -9.43316928e-02]
[ -2.17674389e-01 -1.36797580e-02 -9.22465561e-02 -3.42196127e-01
1.73487755e-01 1.19450211e-01 9.56670497e-02 1.03732254e-01
-2.06147413e-01 3.42266749e-02]
[ 2.08689751e-02 -3.37679148e-01 -1.22117251e-01 -1.47599109e-01
3.28109310e-01 2.17319888e-02 1.40568612e-01 1.53379162e-01
-1.53960463e-01 -2.05172657e-01]
[ 1.51076463e-01 -1.38284338e-01 -1.36906950e-01 2.99705439e-03
1.19450951e-01 -6.27955830e-02 -2.70823944e-02 -1.48344385e-01
1.37135963e-01 -9.96876128e-02]
[ -1.23924273e-01 1.41323098e-01 2.55801363e-01 -3.06551531e-02
1.84299678e-01 9.12378437e-02 -5.16130436e-03 -2.98895533e-01
-1.28341945e-01 -6.79792107e-02]
[ -3.52222781e-01 9.36765039e-02 1.02774629e-02 -3.25789544e-02
1.45913720e-01 -1.68516799e-01 -3.71385441e-02 2.34975011e-01
-9.54018115e-02 7.60528770e-02]
[ 1.48837471e-01 1.08288666e-01 -2.39002207e-01 -9.39328097e-02
1.16578142e-01 -2.91793276e-01 9.16597929e-03 -1.67954186e-01
-5.02591899e-03 -1.89780755e-01]
[ 2.06867935e-01 -1.50869932e-01 5.91649555e-02 -3.06623241e-02
8.09703872e-02 -2.90070464e-02 -1.81362661e-03 -1.37329863e-01
1.04698691e-01 -1.86160424e-01]
[ -1.06606032e-01 -3.45566564e-02 1.19692065e-01 1.05600697e-01
3.76476591e-02 -1.10488391e-01 2.41612461e-01 -7.73274658e-02
1.82242989e-01 -6.33156056e-03]
[ 1.92895912e-02 -1.27506783e-01 2.14024687e-01 -2.19976708e-01
5.21383691e-02 1.06612222e-01 7.27118710e-03 -1.13190700e-01
3.62084266e-02 2.50441572e-01]]
[[ 0.5302813 ]
[ 1.36681014]
[ 0.24171294]
[ 0.77528492]
[-2.46444142]
[-0.29112488]
[-1.49708875]
[ 0.02905401]
[ 0.60430059]
[ 0.81844869]]
Progress: 18.1% ... Training loss: 0.312 ... Validation loss: 0.500[[ 1.62485629e-01 2.36967358e-01 -1.11365187e-01 1.07542268e-01
-5.23247980e-01 -7.04484504e-02 -7.75095561e-02 1.24028026e-01
-7.59913646e-02 1.96317663e-01]
[ 1.38502118e-02 1.66018075e-01 -2.04857997e-02 3.79968608e-02
1.03221579e-01 -4.97052501e-03 3.02078496e-01 4.11808355e-02
1.37205048e-01 -3.06035467e-02]
[ 1.90821335e-01 4.20384207e-01 2.70741741e-02 8.62713201e-02
1.04385251e-01 -5.29649148e-02 -5.09793178e-01 -3.45808391e-02
9.40613392e-02 3.29536490e-01]
[ -2.47619696e-02 -3.00615166e-01 -2.41008091e-01 2.28639540e-02
3.35369228e-03 1.66008445e-01 1.31216778e-01 5.58092844e-02
1.65638807e-02 9.95761053e-02]
[ -2.06639287e-03 1.79546911e-01 -1.45351745e-01 4.34838573e-02
7.66528047e-02 -1.80368601e-01 2.34772283e-02 -1.19844465e-01
-1.84717056e-01 2.21476501e-02]
[ -3.50161914e-01 -3.33205713e-01 -2.86711705e-01 1.52174716e-01
1.53972031e-01 4.59571869e-02 3.29357514e-02 -3.53315424e-02
-4.54792736e-03 2.98882683e-02]
[ -4.99151853e-03 -1.61580836e-01 9.12998007e-03 9.17857441e-02
-2.62061145e-02 -7.09122502e-02 1.73225595e-01 -1.89698084e-01
1.82865124e-01 3.30618892e-02]
[ 1.14869115e-01 -2.14878220e-01 3.32315848e-02 -6.70841996e-02
1.36035003e-01 -4.50170222e-02 5.33362763e-02 1.22353749e-01
7.21955899e-02 -2.11827897e-02]
[ -1.63713725e-01 -5.86914331e-02 -3.02708089e-01 -1.28292382e-02
-3.62564332e-02 6.72983118e-02 -2.30954300e-01 -2.75797822e-02
2.65308447e-01 -1.14859860e-01]
[ 6.78189636e-02 -2.40641720e-01 9.20253318e-02 3.40466159e-02
1.32090267e-01 -1.10725171e-01 4.49092823e-02 -9.89142450e-02
9.47505334e-03 1.37800035e-01]
[ -8.07345646e-02 8.21054603e-02 -2.32975345e-03 -1.60037945e-01
5.03841441e-02 2.51335870e-02 9.08235045e-02 -1.02427231e-01
-2.47767650e-02 -1.29239404e-01]
[ -9.84353944e-02 -1.59586806e-02 -6.46566057e-02 5.38536780e-03
3.15110230e-01 9.63782136e-02 -1.70396493e-02 -1.50429503e-02
-1.56947342e-01 -1.91542768e-01]
[ -1.55803725e-01 6.75415779e-03 6.25267082e-02 2.34194033e-02
-1.76268782e-01 -2.20353409e-01 -1.81228537e-01 -1.96923308e-01
8.84909062e-02 1.76025999e-01]
[ -2.17013501e-01 -1.53685841e-01 1.19874837e-01 2.72506912e-01
-1.27953074e-01 -8.39388154e-02 -1.13377591e-01 -2.55035164e-01
-2.08168333e-01 5.96061717e-03]
[ 1.18539071e-01 -5.05724344e-02 -1.70078738e-02 1.21046907e-01
-1.71358096e-02 -8.59553157e-02 1.11266274e-01 4.28518282e-03
3.40440372e-02 2.44957155e-02]
[ 3.47271017e-02 -4.27795936e-02 -2.12530063e-01 1.44421230e-01
-4.31524089e-02 8.90504191e-02 -8.25131093e-02 -2.00258693e-02
-9.75981145e-02 -7.05703786e-03]
[ -1.27342510e-01 -6.47515939e-02 -2.06271668e-01 1.47430064e-01
3.18408926e-03 1.37220572e-01 1.81583163e-02 -2.50505785e-01
6.12559523e-02 -2.08781400e-01]
[ -7.36679534e-02 -4.06731412e-02 2.74656590e-01 9.28064689e-02
1.38769425e-01 -5.99800154e-02 -1.20726812e-01 1.20552729e-01
6.53976286e-02 2.71982442e-02]
[ 4.38188510e-02 -3.79868941e-02 8.27568965e-02 7.56180414e-02
1.20918639e-01 -1.37900259e-02 2.73600173e-01 1.20194467e-01
-4.53634548e-02 -7.86096872e-02]
[ 9.93946373e-03 -1.43161238e-01 -2.88783229e-01 -4.36782698e-02
2.04865232e-01 -9.24897458e-02 1.64952927e-01 1.64530740e-01
1.10575029e-01 -2.56067429e-02]
[ 4.86989782e-02 1.33952377e-03 -1.19680691e-01 3.77580242e-02
-7.06806850e-02 3.25935956e-01 2.57617663e-01 2.05331460e-01
-1.68440909e-01 -6.25200619e-02]
[ 9.11624431e-03 -1.00246066e-02 1.23820656e-01 1.11422704e-01
-2.67273559e-02 1.04590375e-01 -1.70789528e-01 -4.06093684e-02
2.13492294e-01 8.56239167e-02]
[ 1.01224621e-01 6.23941861e-02 -5.18421162e-02 -1.13428600e-01
-7.31243112e-02 -3.26070246e-01 1.24047364e-01 8.19312139e-03
1.33212637e-01 7.83749299e-02]
[ -9.46497489e-02 2.48081630e-02 -1.36878162e-02 2.77588585e-02
-6.20407136e-03 -2.04699579e-01 -1.02218619e-01 -1.95167330e-02
1.80997221e-02 1.34369732e-01]
[ -1.37441979e-01 -3.94523002e-02 -1.94258186e-01 4.95998240e-03
-2.78035451e-01 -7.33550521e-03 -3.53869035e-02 -2.29050036e-02
1.02383094e-02 7.30883904e-02]
[ -1.94399550e-02 -3.15243995e-02 -6.96796451e-02 -1.13873831e-01
4.88282120e-01 2.71652244e-01 5.03608745e-01 1.13941730e-01
-1.71113750e-01 -3.57172016e-01]
[ -9.52792104e-04 -3.07280129e-01 -2.21582614e-02 -5.25005745e-02
5.98659986e-01 9.43602992e-02 4.48839431e-01 9.25666131e-02
4.44318769e-02 -3.56468945e-01]
[ 1.91314380e-02 -3.78890524e-01 -3.90838442e-02 -9.76287564e-02
6.46648808e-01 2.07722333e-02 4.35132869e-01 4.93740792e-02
-3.54526774e-01 -2.04864639e-01]
[ -1.46772243e-01 -5.05917207e-01 9.40075664e-04 -1.74548819e-01
6.79029178e-01 -9.93127802e-02 5.35757239e-01 -8.07897488e-02
-4.57765591e-02 1.07609534e-01]
[ -2.72273218e-01 -3.21787566e-01 6.26663696e-02 -2.85096228e-02
8.63500612e-01 1.36372696e-01 3.46141597e-01 4.89193197e-02
-7.43068202e-02 -1.16201637e-01]
[ -1.68989795e-01 -1.90994564e-01 2.65586832e-01 -2.00109413e-01
5.31177083e-01 -5.81317809e-02 5.76039059e-01 1.56906709e-02
-2.22534731e-01 1.39567122e-02]
[ -1.04996893e-01 -1.48705068e-01 -1.69622369e-01 -6.96800328e-02
3.92359340e-01 -2.40015035e-01 1.04121232e-01 1.71063898e-01
1.44213906e-02 -8.66785546e-02]
[ 1.26322648e-01 2.64295928e-01 1.70760806e-01 -7.02877547e-02
-1.39878607e-01 4.29960768e-02 -1.78857734e-01 2.84835530e-01
8.96913611e-02 1.94133148e-01]
[ 3.39820214e-01 2.83075483e-01 -8.83126776e-02 3.04060787e-01
-8.73306649e-01 -2.83762869e-01 -4.43141941e-01 1.77294458e-01
3.69770473e-01 -5.44709842e-02]
[ 5.56805327e-02 1.66115763e-01 2.56657319e-01 2.63773015e-01
-9.59816055e-02 -1.99507544e-01 -2.01358512e-01 -1.32154751e-01
-1.29969390e-01 -2.73877303e-01]
[ 2.89207826e-02 -3.69885901e-02 -1.15574757e-01 -4.66018994e-02
2.30069857e-01 3.95008763e-02 -2.18608163e-02 -1.83863510e-01
4.04515264e-02 2.16433620e-01]
[ -1.00162875e-03 -5.81559128e-02 -6.71428548e-02 -5.25982774e-02
-6.79915356e-03 -1.74501355e-01 9.31825547e-02 1.01440358e-02
3.64029203e-02 6.79843903e-03]
[ 2.14082652e-02 4.60764065e-02 2.41734611e-01 6.39677988e-02
-1.94778290e-01 -1.30260904e-01 1.37089147e-01 3.93956831e-02
-1.93951957e-01 1.00492939e-01]
[ 5.31423934e-02 -1.88002423e-02 9.95673634e-02 -1.87302522e-02
-1.56762019e-01 7.90264035e-02 1.18769246e-01 -2.71643097e-01
-3.72437324e-02 -1.13880175e-01]
[ -2.77748825e-02 4.26386426e-02 7.70756033e-02 -5.28774515e-02
3.93813439e-02 1.89603891e-01 1.45074075e-01 1.17648888e-01
-3.86065796e-02 1.53165964e-01]
[ 2.11167877e-01 3.68901882e-02 2.42873445e-02 6.76737351e-02
9.96871095e-02 -1.71774328e-02 -1.29621602e-01 1.47738529e-01
-6.49503395e-02 -3.15243629e-02]
[ 2.42019697e-02 -6.54127750e-02 8.59863446e-03 1.57311450e-02
-3.28875575e-01 -1.14716336e-01 -1.57761424e-01 4.00424865e-02
1.01242565e-01 1.71299639e-01]
[ 1.52392682e-02 5.05230410e-01 1.07053207e-01 3.72486749e-01
-9.71543586e-01 -2.95149376e-01 -5.93726765e-01 -7.48108846e-02
2.53519334e-01 2.98370285e-01]
[ 1.65823458e-01 5.05346277e-01 5.60616530e-02 3.96800681e-01
-7.76043535e-01 -7.68674505e-02 -4.32560209e-01 1.49902986e-01
1.85252051e-01 4.73814501e-01]
[ 2.51519344e-01 2.76616000e-01 2.41199249e-01 1.28968529e-01
-3.55231598e-01 8.61709599e-02 -1.84964001e-01 1.62178577e-01
2.26103161e-01 6.29479240e-02]
[ -7.78982399e-02 2.03698655e-01 2.39660787e-01 8.89822069e-03
-1.37585235e-02 1.33457987e-01 -8.36971031e-02 -1.53406040e-02
-3.91243528e-02 4.45291093e-02]
[ -9.76174729e-02 -7.77284473e-03 2.50587919e-02 9.21715464e-02
-4.92137469e-02 1.16583391e-01 2.58731139e-01 2.03187013e-02
-2.75697053e-01 -9.40707244e-02]
[ -2.17802573e-01 -1.39896598e-02 -9.23001564e-02 -3.42380848e-01
1.74069198e-01 1.19519827e-01 9.60159417e-02 1.03725231e-01
-2.06284663e-01 3.40316464e-02]
[ 2.08720942e-02 -3.37689214e-01 -1.22094975e-01 -1.47541130e-01
3.27994644e-01 2.17049425e-02 1.40564558e-01 1.53381160e-01
-1.53937048e-01 -2.05155616e-01]
[ 1.51650279e-01 -1.37392411e-01 -1.36649069e-01 3.98942830e-03
1.16746159e-01 -6.31245530e-02 -2.86029568e-02 -1.48310141e-01
1.37910766e-01 -9.88085135e-02]
[ -1.23584062e-01 1.41956007e-01 2.55987558e-01 -3.00864915e-02
1.82921790e-01 9.10192825e-02 -6.09564529e-03 -2.98874490e-01
-1.27899160e-01 -6.74159604e-02]
[ -3.51702241e-01 9.51290075e-02 1.05363856e-02 -3.17097494e-02
1.43303057e-01 -1.68834367e-01 -3.84738468e-02 2.35003839e-01
-9.47854900e-02 7.68320642e-02]
[ 1.48398415e-01 1.07130922e-01 -2.39163086e-01 -9.45434523e-02
1.18262445e-01 -2.91583799e-01 1.03634171e-02 -1.67975231e-01
-5.47317903e-03 -1.90496323e-01]
[ 2.06185805e-01 -1.52741127e-01 5.88468541e-02 -3.16687739e-02
8.42121913e-02 -2.85844334e-02 1.72929967e-04 -1.37369748e-01
1.03985572e-01 -1.87175283e-01]
[ -1.06394416e-01 -3.40364342e-02 1.19789694e-01 1.05845645e-01
3.70346011e-02 -1.10580572e-01 2.41116526e-01 -7.73167262e-02
1.82504689e-01 -5.98404372e-03]
[ 1.80327836e-02 -1.30953575e-01 2.13394703e-01 -2.21951532e-01
5.75989022e-02 1.07407472e-01 1.08963103e-02 -1.13264999e-01
3.47933337e-02 2.48318932e-01]]
[[ 0.52713921]
[ 1.36682622]
[ 0.24021037]
[ 0.77351364]
[-2.46541286]
[-0.2946447 ]
[-1.49813886]
[ 0.02591707]
[ 0.59940317]
[ 0.81541001]]
Progress: 18.2% ... Training loss: 0.314 ... Validation loss: 0.500[[ 1.62790365e-01 2.37961741e-01 -1.11133831e-01 1.08101161e-01
-5.24255147e-01 -7.06618097e-02 -7.83744003e-02 1.24042444e-01
-7.54299842e-02 1.97138600e-01]
[ 1.34884057e-02 1.65150922e-01 -2.06500685e-02 3.74694862e-02
1.04699111e-01 -4.77267255e-03 3.03112427e-01 4.11629394e-02
1.36873294e-01 -3.11387760e-02]
[ 1.88155993e-01 4.15964454e-01 2.57545233e-02 8.18315478e-02
1.16986500e-01 -5.13474128e-02 -5.04301023e-01 -3.47264907e-02
9.07459251e-02 3.25616041e-01]
[ -2.39692734e-02 -3.00149262e-01 -2.40722030e-01 2.39798320e-02
1.50378855e-03 1.65580539e-01 1.30271312e-01 5.58409612e-02
1.73554642e-02 1.00637034e-01]
[ -1.79253569e-04 1.84706622e-01 -1.44557685e-01 4.61008451e-02
6.93094128e-02 -1.81372998e-01 1.84283111e-02 -1.19757829e-01
-1.82759862e-01 2.49787402e-02]
[ -3.49190462e-01 -3.31594572e-01 -2.86209975e-01 1.53849539e-01
1.49503967e-01 4.53260853e-02 3.10946623e-02 -3.52801506e-02
-3.33085951e-03 3.14658977e-02]
[ -4.31350836e-03 -1.60314879e-01 9.39903445e-03 9.27193435e-02
-2.91410526e-02 -7.12482432e-02 1.71791765e-01 -1.89666426e-01
1.83708808e-01 3.41263404e-02]
[ 1.15294878e-01 -2.13639219e-01 3.34711930e-02 -6.63663329e-02
1.34119744e-01 -4.53504690e-02 5.18707303e-02 1.22375102e-01
7.27330970e-02 -2.01731594e-02]
[ -1.64344407e-01 -6.08580061e-02 -3.02978666e-01 -1.37395484e-02
-3.36661699e-02 6.76291675e-02 -2.28859753e-01 -2.76094094e-02
2.64718778e-01 -1.15811710e-01]
[ 6.90677631e-02 -2.38684358e-01 9.26126697e-02 3.60549215e-02
1.26247410e-01 -1.11532669e-01 4.20765162e-02 -9.88485266e-02
1.11324114e-02 1.40129598e-01]
[ -7.98466501e-02 8.40245318e-02 -1.87265109e-03 -1.58607474e-01
4.62471643e-02 2.45759315e-02 8.87595957e-02 -1.02383275e-01
-2.36078200e-02 -1.27785966e-01]
[ -9.91275641e-02 -1.78855890e-02 -6.49612314e-02 4.36256998e-03
3.18362069e-01 9.67736812e-02 -1.47888924e-02 -1.50778501e-02
-1.57765055e-01 -1.92625910e-01]
[ -1.55803725e-01 6.75415779e-03 6.25267082e-02 2.34194033e-02
-1.76268782e-01 -2.20353409e-01 -1.81228537e-01 -1.96923308e-01
8.84909062e-02 1.76025999e-01]
[ -2.16977984e-01 -1.53730721e-01 1.19906709e-01 2.72592880e-01
-1.28138296e-01 -8.39736069e-02 -1.13362970e-01 -2.55035536e-01
-2.08111216e-01 6.01405324e-03]
[ 1.18847946e-01 -5.03327282e-02 -1.68277041e-02 1.21632236e-01
-1.87393112e-02 -8.61699412e-02 1.11026547e-01 4.30472069e-03
3.44802820e-02 2.49991000e-02]
[ 3.61162528e-02 -3.97413576e-02 -2.11909629e-01 1.46492575e-01
-4.88240273e-02 8.82742600e-02 -8.59343761e-02 -1.99572765e-02
-9.59925457e-02 -4.86623373e-03]
[ -1.27475018e-01 -6.51195334e-02 -2.06334900e-01 1.47236603e-01
3.86333553e-03 1.37290963e-01 1.85749021e-02 -2.50511704e-01
6.10999119e-02 -2.08985546e-01]
[ -7.41227690e-02 -4.19181630e-02 2.74433578e-01 9.21175801e-02
1.40563225e-01 -5.97010752e-02 -1.19345178e-01 1.20528793e-01
6.49183699e-02 2.65151268e-02]
[ 4.39556046e-02 -3.76796388e-02 8.28004526e-02 7.57776462e-02
1.20252505e-01 -1.38551587e-02 2.73235906e-01 1.20200070e-01
-4.52192273e-02 -7.84275596e-02]
[ 9.46025306e-03 -1.44398919e-01 -2.88987544e-01 -4.43294196e-02
2.06606463e-01 -9.22648552e-02 1.66171538e-01 1.64508757e-01
1.10037158e-01 -2.61347463e-02]
[ 4.93413696e-02 3.00242905e-03 -1.19383778e-01 3.86877302e-02
-7.27924031e-02 3.25562894e-01 2.55847183e-01 2.05357746e-01
-1.67691676e-01 -6.14890534e-02]
[ 9.83964286e-03 -8.03229258e-03 1.24172482e-01 1.12558805e-01
-3.04122040e-02 1.04132372e-01 -1.72883690e-01 -4.05685147e-02
2.14351603e-01 8.68541021e-02]
[ 1.00685908e-01 6.08604901e-02 -5.20585623e-02 -1.14234690e-01
-7.07051462e-02 -3.25763505e-01 1.25715827e-01 8.16666055e-03
1.32680519e-01 7.75620577e-02]
[ -9.50785268e-02 2.37319565e-02 -1.38797901e-02 2.71506729e-02
-4.45020017e-03 -2.04466718e-01 -1.01025544e-01 -1.95376815e-02
1.77068793e-02 1.33727615e-01]
[ -1.37199495e-01 -3.92377670e-02 -1.94144164e-01 5.35568269e-03
-2.79227721e-01 -7.49723973e-03 -3.60359081e-02 -2.28914838e-02
1.04933304e-02 7.34675603e-02]
[ -1.91943896e-02 -3.09982151e-02 -6.95742319e-02 -1.13507614e-01
4.87283221e-01 2.71513403e-01 5.03123318e-01 1.13953767e-01
-1.70842191e-01 -3.56852441e-01]
[ -1.12872582e-03 -3.07812192e-01 -2.22499329e-02 -5.27799001e-02
5.99603305e-01 9.44691715e-02 4.49416747e-01 9.25569804e-02
4.42275730e-02 -3.56781780e-01]
[ 1.92778191e-02 -3.78871658e-01 -3.90332548e-02 -9.74226793e-02
6.45908527e-01 2.06917695e-02 4.35086440e-01 4.93815208e-02
-3.54369435e-01 -2.04666987e-01]
[ -1.46527305e-01 -5.05687246e-01 1.07784585e-03 -1.74106868e-01
6.77754257e-01 -9.94779575e-02 5.35430601e-01 -8.07749909e-02
-4.54327364e-02 1.08054728e-01]
[ -2.72299923e-01 -3.21879517e-01 6.26664872e-02 -2.84832140e-02
8.63754072e-01 1.36359316e-01 3.46302299e-01 4.89193084e-02
-7.43058009e-02 -1.16183010e-01]
[ -1.69582023e-01 -1.92471938e-01 2.65330672e-01 -2.00960732e-01
5.33652280e-01 -5.78039695e-02 5.77657276e-01 1.56617681e-02
-2.23184081e-01 1.30967523e-02]
[ -1.04691508e-01 -1.48216171e-01 -1.69474994e-01 -6.91835376e-02
3.90823386e-01 -2.40211350e-01 1.03323359e-01 1.71080539e-01
1.48059007e-02 -8.61809183e-02]
[ 1.26025386e-01 2.63643821e-01 1.70613081e-01 -7.07482743e-02
-1.38516826e-01 4.31743020e-02 -1.78049686e-01 2.84821720e-01
8.93428856e-02 1.93701717e-01]
[ 3.40117081e-01 2.83558692e-01 -8.81593870e-02 3.04501519e-01
-8.74131935e-01 -2.83956188e-01 -4.43885121e-01 1.77302542e-01
3.70230091e-01 -5.39217753e-02]
[ 5.58366097e-02 1.66385418e-01 2.56731185e-01 2.64008156e-01
-9.67517347e-02 -1.99598748e-01 -2.01756139e-01 -1.32146794e-01
-1.29781467e-01 -2.73645058e-01]
[ 2.88573583e-02 -3.71553534e-02 -1.15604007e-01 -4.66947681e-02
2.30370334e-01 3.95358757e-02 -2.16782625e-02 -1.83866564e-01
4.03786686e-02 2.16336325e-01]
[ -1.29767979e-03 -5.90072265e-02 -6.72510404e-02 -5.30197810e-02
-5.52346876e-03 -1.74352580e-01 9.40181571e-02 1.01299864e-02
3.60758622e-02 6.38444600e-03]
[ 2.18862856e-02 4.72727822e-02 2.41938408e-01 6.46641097e-02
-1.96737737e-01 -1.30528763e-01 1.35814835e-01 3.94190862e-02
-1.93423645e-01 1.01234818e-01]
[ 5.33639752e-02 -1.83550265e-02 9.96720917e-02 -1.84087633e-02
-1.57722615e-01 7.88949136e-02 1.18152310e-01 -2.71633741e-01
-3.70040504e-02 -1.13551037e-01]
[ -2.82911470e-02 4.13622357e-02 7.68221102e-02 -5.36995659e-02
4.19116633e-02 1.89903360e-01 1.46508050e-01 1.17621891e-01
-3.92338461e-02 1.52388712e-01]
[ 2.11392507e-01 3.74183466e-02 2.43877268e-02 6.80069720e-02
9.86386850e-02 -1.73005749e-02 -1.30239121e-01 1.47749404e-01
-6.46894961e-02 -3.11770528e-02]
[ 2.37039533e-02 -6.66656613e-02 8.36176878e-03 1.49545744e-02
-3.26487681e-01 -1.14459119e-01 -1.56381870e-01 4.00168666e-02
1.00651463e-01 1.70596033e-01]
[ 1.47956699e-02 5.03964112e-01 1.06863242e-01 3.71799569e-01
-9.69529039e-01 -2.94867218e-01 -5.92436072e-01 -7.48339914e-02
2.53051586e-01 2.97683916e-01]
[ 1.65760786e-01 5.05112137e-01 5.60261606e-02 3.96663588e-01
-7.75773631e-01 -7.68211623e-02 -4.32182934e-01 1.49898950e-01
1.85143861e-01 4.73673258e-01]
[ 2.52468704e-01 2.79331671e-01 2.41728094e-01 1.30654094e-01
-3.60536196e-01 8.55727553e-02 -1.87865849e-01 1.62235756e-01
2.27340188e-01 6.46258390e-02]
[ -7.73572046e-02 2.05166705e-01 2.39902865e-01 9.73630891e-03
-1.63938041e-02 1.33135740e-01 -8.52625720e-02 -1.53132124e-02
-3.84900577e-02 4.53722238e-02]
[ -9.68212851e-02 -5.73781692e-03 2.54234147e-02 9.33688172e-02
-5.28972252e-02 1.16129589e-01 2.56505328e-01 2.03589914e-02
-2.74765418e-01 -9.28128134e-02]
[ -2.17732010e-01 -1.39307972e-02 -9.22831860e-02 -3.42300841e-01
1.73842427e-01 1.19486777e-01 9.59334504e-02 1.03727999e-01
-2.06208551e-01 3.41044051e-02]
[ 2.06122021e-02 -3.38402516e-01 -1.22236198e-01 -1.47961645e-01
3.29418128e-01 2.18599364e-02 1.41336264e-01 1.53366971e-01
-1.54245803e-01 -2.05561935e-01]
[ 1.51516538e-01 -1.38079701e-01 -1.36736694e-01 3.73779603e-03
1.17248602e-01 -6.30505481e-02 -2.78680158e-02 -1.48317622e-01
1.37793706e-01 -9.90171863e-02]
[ -1.23235883e-01 1.42286079e-01 2.56164504e-01 -2.94364544e-02
1.81365054e-01 9.07880360e-02 -6.75316552e-03 -2.98855060e-01
-1.27461007e-01 -6.67955304e-02]
[ -3.51596746e-01 9.52670746e-02 1.06084372e-02 -3.15652698e-02
1.43750104e-01 -1.68922207e-01 -3.86497919e-02 2.35003983e-01
-9.46232520e-02 7.70186218e-02]
[ 1.49372380e-01 1.09482472e-01 -2.38686354e-01 -9.29398940e-02
1.13208357e-01 -2.92186692e-01 7.85834364e-03 -1.67920215e-01
-4.28433046e-03 -1.88856647e-01]
[ 2.06433081e-01 -1.52151762e-01 5.89647823e-02 -3.13247054e-02
8.29154038e-02 -2.86951688e-02 -3.18410122e-04 -1.37358591e-01
1.04424348e-01 -1.86813463e-01]
[ -1.05703276e-01 -3.27302504e-02 1.20127840e-01 1.06951671e-01
3.40819935e-02 -1.11037730e-01 2.39389507e-01 -7.72785995e-02
1.83292532e-01 -4.85307799e-03]
[ 1.72450151e-02 -1.33032000e-01 2.13040339e-01 -2.23132090e-01
6.07816348e-02 1.07853655e-01 1.30723490e-02 -1.13306617e-01
3.39031234e-02 2.47288017e-01]]
[[ 0.53334068]
[ 1.37158209]
[ 0.24553817]
[ 0.78166709]
[-2.45947647]
[-0.28785708]
[-1.48788419]
[ 0.03144635]
[ 0.6042868 ]
[ 0.8195582 ]]
Progress: 18.2% ... Training loss: 0.310 ... Validation loss: 0.500[[ 1.62859031e-01 2.37765121e-01 -1.11042890e-01 1.08116101e-01
-5.24126215e-01 -7.07389844e-02 -7.82480980e-02 1.24047913e-01
-7.52647770e-02 1.97059638e-01]
[ 1.35289312e-02 1.65264369e-01 -2.06315628e-02 3.75356533e-02
1.04517653e-01 -4.79734495e-03 3.03026677e-01 4.11656043e-02
1.36925228e-01 -3.10743076e-02]
[ 1.87575131e-01 4.14564923e-01 2.54845526e-02 8.06068665e-02
1.18534928e-01 -5.12113209e-02 -5.03368162e-01 -3.47579319e-02
9.01185471e-02 3.24683352e-01]
[ -2.51354533e-02 -3.03024921e-01 -2.41258936e-01 2.23362452e-02
7.47137011e-03 1.66343927e-01 1.34091945e-01 5.57670888e-02
1.58693847e-02 9.90641989e-02]
[ -6.34482646e-04 1.82652996e-01 -1.44740947e-01 4.52870648e-02
7.21051928e-02 -1.81095153e-01 1.95242082e-02 -1.19791079e-01
-1.83176510e-01 2.41775115e-02]
[ -3.49846100e-01 -3.33540358e-01 -2.86494577e-01 1.52993414e-01
1.52731260e-01 4.56788549e-02 3.35015877e-02 -3.53212127e-02
-4.08780154e-03 3.02849361e-02]
[ -3.63216744e-03 -1.59146599e-01 9.72328720e-03 9.35796448e-02
-3.15227686e-02 -7.15841045e-02 1.70019663e-01 -1.89625764e-01
1.84487308e-01 3.49948154e-02]
[ 1.14660884e-01 -2.15454502e-01 3.31870630e-02 -6.73141222e-02
1.36447503e-01 -4.51158483e-02 5.37701661e-02 1.22337423e-01
7.20819041e-02 -2.11953404e-02]
[ -1.64483468e-01 -6.12880708e-02 -3.03037495e-01 -1.39557425e-02
-3.29084444e-02 6.77097658e-02 -2.28202601e-01 -2.76168189e-02
2.64476322e-01 -1.16011471e-01]
[ 6.97460066e-02 -2.37811290e-01 9.29409085e-02 3.69817334e-02
1.23471109e-01 -1.11959846e-01 4.09654669e-02 -9.88085579e-02
1.18797718e-02 1.40787087e-01]
[ -8.10703249e-02 8.08945437e-02 -2.43346529e-03 -1.60437667e-01
5.17304793e-02 2.52301805e-02 9.22842758e-02 -1.02458186e-01
-2.50197470e-02 -1.29712794e-01]
[ -9.93294847e-02 -1.86515223e-02 -6.50319643e-02 4.10614439e-03
3.19586117e-01 9.68787362e-02 -1.40111115e-02 -1.50883964e-02
-1.57972579e-01 -1.92890999e-01]
[ -1.55803725e-01 6.75415779e-03 6.25267082e-02 2.34194033e-02
-1.76268782e-01 -2.20353409e-01 -1.81228537e-01 -1.96923308e-01
8.84909062e-02 1.76025999e-01]
[ -2.17888833e-01 -1.55760473e-01 1.19485139e-01 2.71312500e-01
-1.24180006e-01 -8.34526371e-02 -1.10696121e-01 -2.55093414e-01
-2.09204978e-01 4.50962605e-03]
[ 1.19007753e-01 -5.03371930e-02 -1.67480810e-02 1.21928798e-01
-1.91010761e-02 -8.62815569e-02 1.10854430e-01 4.31575856e-03
3.47007417e-02 2.52657042e-02]
[ 3.66307483e-02 -3.85602379e-02 -2.11660160e-01 1.47224903e-01
-5.07468261e-02 8.79945201e-02 -8.72972533e-02 -1.99264309e-02
-9.54047065e-02 -4.21184698e-03]
[ -1.27003967e-01 -6.41766963e-02 -2.06109126e-01 1.47832022e-01
2.26170741e-03 1.37074541e-01 1.74014601e-02 -2.50484221e-01
6.16364607e-02 -2.08315293e-01]
[ -7.39088475e-02 -4.14828327e-02 2.74532143e-01 9.24350012e-02
1.39606066e-01 -5.98170737e-02 -1.19875298e-01 1.20541728e-01
6.51678292e-02 2.68526970e-02]
[ 4.34152452e-02 -3.90664023e-02 8.25264602e-02 7.48735804e-02
1.22900618e-01 -1.35670975e-02 2.74707122e-01 1.20164460e-01
-4.59077660e-02 -7.93405993e-02]
[ 8.18099130e-03 -1.47788793e-01 -2.89618054e-01 -4.63874783e-02
2.12243139e-01 -9.15927902e-02 1.69723368e-01 1.64427444e-01
1.08526819e-01 -2.80818983e-02]
[ 4.95088604e-02 3.23459445e-03 -1.19253836e-01 3.90482484e-02
-7.38997494e-02 3.25415134e-01 2.55513984e-01 2.05374771e-01
-1.67376400e-01 -6.12439808e-02]
[ 1.05330542e-02 -6.22310331e-03 1.24513747e-01 1.13684412e-01
-3.39771773e-02 1.03727535e-01 -1.74662082e-01 -4.05259223e-02
2.15139066e-01 8.78707798e-02]
[ 1.00689695e-01 6.07802477e-02 -5.20661841e-02 -1.14233029e-01
-7.06044200e-02 -3.25757438e-01 1.25772453e-01 8.16747579e-03
1.32677073e-01 7.75759137e-02]
[ -9.50499539e-02 2.38055195e-02 -1.38656918e-02 2.71944511e-02
-4.59080371e-03 -2.04480837e-01 -1.01108512e-01 -1.95356641e-02
1.77368785e-02 1.33775099e-01]
[ -1.37468914e-01 -4.00437281e-02 -1.94252514e-01 4.96508492e-03
-2.77984190e-01 -7.36178334e-03 -3.51579022e-02 -2.29069226e-02
1.01902789e-02 7.30458468e-02]
[ -1.94107672e-02 -3.15829730e-02 -6.96707050e-02 -1.13806471e-01
4.88045161e-01 2.71623642e-01 5.03783556e-01 1.13941700e-01
-1.71077204e-01 -3.57176699e-01]
[ -1.05501935e-03 -3.07759935e-01 -2.22220077e-02 -5.26803066e-02
5.99227652e-01 9.44317365e-02 4.49359329e-01 9.25605758e-02
4.43166502e-02 -3.56709428e-01]
[ 1.90981190e-02 -3.79422997e-01 -3.91136050e-02 -9.77135797e-02
6.46689124e-01 2.07963746e-02 4.35623807e-01 4.93701739e-02
-3.54584712e-01 -2.04972284e-01]
[ -1.46916746e-01 -5.06932150e-01 8.93902406e-04 -1.74648690e-01
6.79584451e-01 -9.92838514e-02 5.36669767e-01 -8.07955717e-02
-4.58541176e-02 1.07579428e-01]
[ -2.72105841e-01 -3.21502740e-01 6.27566740e-02 -2.81851253e-02
8.63040536e-01 1.36249734e-01 3.45850285e-01 4.89311832e-02
-7.40753677e-02 -1.15881463e-01]
[ -1.69791328e-01 -1.92994806e-01 2.65238364e-01 -2.01250883e-01
5.34536641e-01 -5.76983424e-02 5.78312471e-01 1.56495937e-02
-2.23398466e-01 1.27885908e-02]
[ -1.05236402e-01 -1.49592528e-01 -1.69718778e-01 -7.00291292e-02
3.93394009e-01 -2.39920805e-01 1.04911759e-01 1.71047282e-01
1.41643109e-02 -8.70396623e-02]
[ 1.25441735e-01 2.62439028e-01 1.70341273e-01 -7.16380380e-02
-1.35742322e-01 4.35032339e-02 -1.76431036e-01 2.84785070e-01
8.86439525e-02 1.92754339e-01]
[ 3.39905991e-01 2.82867330e-01 -8.82806185e-02 3.04113108e-01
-8.73046682e-01 -2.83816247e-01 -4.43178706e-01 1.77286945e-01
3.69931475e-01 -5.42517695e-02]
[ 5.57293784e-02 1.66118690e-01 2.56701213e-01 2.63863863e-01
-9.62877077e-02 -1.99545203e-01 -2.01441126e-01 -1.32152548e-01
-1.29894019e-01 -2.73808035e-01]
[ 2.90490362e-02 -3.67199660e-02 -1.15499857e-01 -4.63682624e-02
2.29427802e-01 3.94141904e-02 -2.22534820e-02 -1.83854480e-01
4.06079495e-02 2.16657615e-01]
[ -1.20527765e-03 -5.88319790e-02 -6.72037014e-02 -5.28708583e-02
-5.99895113e-03 -1.74404784e-01 9.37748802e-02 1.01356288e-02
3.61907972e-02 6.52896201e-03]
[ 2.20388102e-02 4.76525592e-02 2.41996472e-01 6.47998211e-02
-1.96807337e-01 -1.30619849e-01 1.35363089e-01 3.94248732e-02
-1.93317198e-01 1.01384633e-01]
[ 5.36971333e-02 -1.74843760e-02 9.98347427e-02 -1.78599174e-02
-1.59521902e-01 7.86951503e-02 1.17241139e-01 -2.71613702e-01
-3.65572835e-02 -1.13104957e-01]
[ -2.82513800e-02 4.13494627e-02 7.68733885e-02 -5.35796602e-02
4.15016157e-02 1.89863436e-01 1.46363515e-01 1.17627760e-01
-3.91322740e-02 1.52455180e-01]
[ 2.11340814e-01 3.74384983e-02 2.43446702e-02 6.79453098e-02
9.87323698e-02 -1.72961016e-02 -1.30233755e-01 1.47747224e-01
-6.47492190e-02 -3.12422523e-02]
[ 2.36449422e-02 -6.68348545e-02 8.32089483e-03 1.48141894e-02
-3.26098489e-01 -1.14434174e-01 -1.56156124e-01 4.00112491e-02
1.00479447e-01 1.70482483e-01]
[ 1.50063290e-02 5.04392323e-01 1.06959165e-01 3.72076545e-01
-9.70227131e-01 -2.94945672e-01 -5.93001903e-01 -7.48239857e-02
2.53290467e-01 2.98008533e-01]
[ 1.66194103e-01 5.05990042e-01 5.62614427e-02 3.97362990e-01
-7.77725469e-01 -7.70961799e-02 -4.33182392e-01 1.49928410e-01
1.85708197e-01 4.74181384e-01]
[ 2.52198514e-01 2.78421684e-01 2.41594318e-01 1.30207405e-01
-3.59198206e-01 8.57435809e-02 -1.86897701e-01 1.62217942e-01
2.27003110e-01 6.41548377e-02]
[ -7.70434903e-02 2.05931823e-01 2.40049584e-01 1.02052835e-02
-1.78354360e-02 1.32965201e-01 -8.60608756e-02 -1.52923677e-02
-3.81331084e-02 4.58355607e-02]
[ -9.64352913e-02 -4.73040203e-03 2.56032671e-02 9.39505179e-02
-5.47212946e-02 1.15920144e-01 2.55401618e-01 2.03820033e-02
-2.74318184e-01 -9.22614466e-02]
[ -2.17806332e-01 -1.41489824e-02 -9.23215455e-02 -3.42421346e-01
1.74237581e-01 1.19528720e-01 9.61532848e-02 1.03723389e-01
-2.06287421e-01 3.39837491e-02]
[ 2.03407521e-02 -3.39061019e-01 -1.22362940e-01 -1.48367049e-01
3.30683441e-01 2.20074715e-02 1.42090823e-01 1.53350918e-01
-1.54558373e-01 -2.05963363e-01]
[ 1.51279279e-01 -1.38995075e-01 -1.36852415e-01 3.41244070e-03
1.18548662e-01 -6.29230551e-02 -2.68709211e-02 -1.48333045e-01
1.37411721e-01 -9.94537171e-02]
[ -1.23099935e-01 1.42338355e-01 2.56274796e-01 -2.91609878e-02
1.80578399e-01 9.06802552e-02 -6.90277529e-03 -2.98839719e-01
-1.27211329e-01 -6.65754444e-02]
[ -3.51806304e-01 9.47522583e-02 1.04989702e-02 -3.19381222e-02
1.44888177e-01 -1.68803179e-01 -3.79649383e-02 2.34991027e-01
-9.49094603e-02 7.67186565e-02]
[ 1.48914322e-01 1.08205658e-01 -2.38887148e-01 -9.36745587e-02
1.15218480e-01 -2.91887194e-01 9.28652130e-03 -1.67951822e-01
-4.81507253e-03 -1.89599838e-01]
[ 2.06659401e-01 -1.51698596e-01 5.91048723e-02 -3.09299494e-02
8.17636762e-02 -2.88831893e-02 -8.17957224e-04 -1.37340728e-01
1.04753953e-01 -1.86522970e-01]
[ -1.06605068e-01 -3.52418883e-02 1.19686529e-01 1.05504964e-01
3.84568388e-02 -1.10558377e-01 2.42034040e-01 -7.73372668e-02
1.82190696e-01 -6.33922896e-03]
[ 1.79420608e-02 -1.31341653e-01 2.13353941e-01 -2.22082541e-01
5.78279763e-02 1.07456212e-01 1.11582590e-02 -1.13266657e-01
3.47525214e-02 2.48208848e-01]]
[[ 0.53142463]
[ 1.37020347]
[ 0.24493682]
[ 0.77955901]
[-2.46507215]
[-0.28926457]
[-1.49241041]
[ 0.027239 ]
[ 0.60166635]
[ 0.81773156]]
Progress: 18.3% ... Training loss: 0.311 ... Validation loss: 0.499[[ 1.62724222e-01 2.37023889e-01 -1.11078082e-01 1.08309345e-01
-5.24399187e-01 -7.07206189e-02 -7.79051107e-02 1.24049998e-01
-7.51587392e-02 1.96929810e-01]
[ 1.28798417e-02 1.63348599e-01 -2.09323421e-02 3.66748681e-02
1.07154097e-01 -4.45208484e-03 3.04978855e-01 4.11320986e-02
1.36230670e-01 -3.20674214e-02]
[ 1.90475329e-01 4.22469491e-01 2.67445165e-02 8.46492213e-02
1.06351859e-01 -5.26493689e-02 -5.11854049e-01 -3.46144939e-02
9.34125812e-02 3.28911519e-01]
[ -2.39200956e-02 -3.00250781e-01 -2.40487855e-01 2.42202284e-02
2.92874869e-03 1.65698955e-01 1.31289718e-01 5.58314204e-02
1.72122612e-02 1.01268556e-01]
[ -1.67205361e-03 1.79735536e-01 -1.45246982e-01 4.39349867e-02
7.78140323e-02 -1.80654624e-01 2.22711848e-02 -1.19832596e-01
-1.84191785e-01 2.23893474e-02]
[ -3.49580268e-01 -3.33462855e-01 -2.86349949e-01 1.53653677e-01
1.51242640e-01 4.54341366e-02 3.31089506e-02 -3.53018170e-02
-3.70522371e-03 3.06725123e-02]
[ -3.64548667e-03 -1.60146380e-01 9.69882442e-03 9.36907564e-02
-3.16724539e-02 -7.15769809e-02 1.70450053e-01 -1.89625440e-01
1.84629210e-01 3.50602057e-02]
[ 1.16487771e-01 -2.10831280e-01 3.40282884e-02 -6.45301330e-02
1.28493607e-01 -4.60873845e-02 4.88270164e-02 1.22435510e-01
7.41546416e-02 -1.83435317e-02]
[ -1.64979794e-01 -6.26150595e-02 -3.03192347e-01 -1.47197710e-02
-3.06004348e-02 6.79749302e-02 -2.26657061e-01 -2.76420398e-02
2.63808406e-01 -1.16792629e-01]
[ 7.09133554e-02 -2.35678281e-01 9.34503382e-02 3.88656669e-02
1.17901793e-01 -1.12625736e-01 3.84593542e-02 -9.87488308e-02
1.31950351e-02 1.42303497e-01]
[ -7.99863425e-02 8.32564866e-02 -1.91681221e-03 -1.58721543e-01
4.68254727e-02 2.46377218e-02 8.92230615e-02 -1.02395224e-01
-2.37216650e-02 -1.27889011e-01]
[ -9.99977424e-02 -2.07725183e-02 -6.52515085e-02 3.29742209e-03
3.22776247e-01 9.71931190e-02 -1.18036410e-02 -1.51184996e-02
-1.58656623e-01 -1.93707574e-01]
[ -1.55803725e-01 6.75415779e-03 6.25267082e-02 2.34194033e-02
-1.76268782e-01 -2.20353409e-01 -1.81228537e-01 -1.96923308e-01
8.84909062e-02 1.76025999e-01]
[ -2.18009880e-01 -1.56584228e-01 1.19455480e-01 2.71310022e-01
-1.24299669e-01 -8.34414311e-02 -1.10166872e-01 -2.55095548e-01
-2.09275559e-01 4.39725863e-03]
[ 1.19570109e-01 -4.88986502e-02 -1.64808422e-02 1.22869791e-01
-2.14895890e-02 -8.66363798e-02 1.09372707e-01 4.34799890e-03
3.53585603e-02 2.61448564e-02]
[ 3.62731953e-02 -3.95631689e-02 -2.11825769e-01 1.46721557e-01
-4.91322272e-02 8.81732531e-02 -8.62976044e-02 -1.99456738e-02
-9.57878333e-02 -4.83287354e-03]
[ -1.26549044e-01 -6.36318265e-02 -2.05894038e-01 1.48505286e-01
3.71882868e-04 1.36833060e-01 1.65434230e-02 -2.50460341e-01
6.21453428e-02 -2.07592106e-01]
[ -7.44981154e-02 -4.30954649e-02 2.74240615e-01 9.15795633e-02
1.42152541e-01 -5.94670345e-02 -1.18072324e-01 1.20508633e-01
6.45790562e-02 2.59646551e-02]
[ 4.39933208e-02 -3.78292745e-02 8.27894639e-02 7.58264163e-02
1.20119393e-01 -1.39068249e-02 2.72968449e-01 1.20197228e-01
-4.51733444e-02 -7.84152887e-02]
[ 9.98828039e-03 -1.43148105e-01 -2.88785971e-01 -4.36375960e-02
2.04374524e-01 -9.25668364e-02 1.64709216e-01 1.64523161e-01
1.10608526e-01 -2.53073793e-02]
[ 4.91759219e-02 2.20567404e-03 -1.19424729e-01 3.85092230e-02
-7.21766479e-02 3.25624596e-01 2.56530499e-01 2.05357147e-01
-1.67803802e-01 -6.17509115e-02]
[ 1.05921589e-02 -5.91391480e-03 1.24565529e-01 1.13802567e-01
-3.43297711e-02 1.03675345e-01 -1.74726756e-01 -4.05209572e-02
2.15182779e-01 8.80142731e-02]
[ 1.00882811e-01 6.12366951e-02 -5.19688926e-02 -1.13956131e-01
-7.13814779e-02 -3.25867513e-01 1.25317944e-01 8.17763575e-03
1.32848202e-01 7.78488990e-02]
[ -9.49742802e-02 2.39275008e-02 -1.38322668e-02 2.73047031e-02
-4.92957291e-03 -2.04522022e-01 -1.01318727e-01 -1.95317805e-02
1.78198986e-02 1.33888831e-01]
[ -1.38215573e-01 -4.19503796e-02 -1.94548199e-01 3.83442801e-03
-2.74636297e-01 -6.94166408e-03 -3.30441644e-02 -2.29458558e-02
9.30877285e-03 7.18654509e-02]
[ -1.94604525e-02 -3.17513364e-02 -6.96909258e-02 -1.13876170e-01
4.88294249e-01 2.71646209e-01 5.04009366e-01 1.13938993e-01
-1.71128307e-01 -3.57272499e-01]
[ -8.66247288e-04 -3.07345643e-01 -2.21355350e-02 -5.23769505e-02
5.98585670e-01 9.43208642e-02 4.48919701e-01 9.25710531e-02
4.45315138e-02 -3.56419270e-01]
[ 1.88601099e-02 -3.80028796e-01 -3.92299315e-02 -9.80760284e-02
6.47812686e-01 2.09264263e-02 4.36262047e-01 4.93583650e-02
-3.54845447e-01 -2.05352002e-01]
[ -1.46961040e-01 -5.07263874e-01 8.74642871e-04 -1.74694220e-01
6.79910547e-01 -9.92626235e-02 5.36992123e-01 -8.07979107e-02
-4.58589780e-02 1.07547826e-01]
[ -2.71991280e-01 -3.21366128e-01 6.28294106e-02 -2.79621148e-02
8.62510623e-01 1.36178718e-01 3.45624988e-01 4.89392474e-02
-7.39099917e-02 -1.15638907e-01]
[ -1.69830565e-01 -1.93310683e-01 2.65228809e-01 -2.01286612e-01
5.34677984e-01 -5.76825204e-02 5.78520040e-01 1.56484677e-02
-2.23423662e-01 1.27424218e-02]
[ -1.05201083e-01 -1.49556229e-01 -1.69701202e-01 -6.99633024e-02
3.93203332e-01 -2.39942431e-01 1.04868862e-01 1.71049494e-01
1.42178004e-02 -8.69656690e-02]
[ 1.25197896e-01 2.61874093e-01 1.70221378e-01 -7.20144268e-02
-1.34655846e-01 4.36410731e-02 -1.75805088e-01 2.84772394e-01
8.83288296e-02 1.92411089e-01]
[ 3.40101510e-01 2.83558246e-01 -8.81538699e-02 3.04646976e-01
-8.74624158e-01 -2.83961733e-01 -4.43701806e-01 1.77299754e-01
3.70197600e-01 -5.38181374e-02]
[ 5.51658066e-02 1.64713282e-01 2.56448862e-01 2.63036733e-01
-9.36733613e-02 -1.99235398e-01 -1.99859457e-01 -1.32180355e-01
-1.30538299e-01 -2.74630155e-01]
[ 2.92341346e-02 -3.62397287e-02 -1.15424834e-01 -4.60933960e-02
2.28616666e-01 3.93114945e-02 -2.27846004e-02 -1.83845667e-01
4.08172286e-02 2.16924608e-01]
[ -8.86194219e-04 -5.81416580e-02 -6.70550809e-02 -5.24138152e-02
-7.28755017e-03 -1.74579793e-01 9.29802831e-02 1.01522792e-02
3.64907273e-02 7.01078867e-03]
[ 2.16294297e-02 4.66102062e-02 2.41821124e-01 6.42145051e-02
-1.94920313e-01 -1.30407404e-01 1.36507317e-01 3.94042131e-02
-1.93770527e-01 1.00778559e-01]
[ 5.42548401e-02 -1.61717258e-02 1.00097640e-01 -1.70599481e-02
-1.61901865e-01 7.83840010e-02 1.15762473e-01 -2.71585070e-01
-3.59146118e-02 -1.12359442e-01]
[ -2.78973980e-02 4.22311241e-02 7.70304822e-02 -5.30718060e-02
3.99651447e-02 1.89677022e-01 1.45434096e-01 1.17644425e-01
-3.87567886e-02 1.52946563e-01]
[ 2.11321356e-01 3.72512715e-02 2.43367603e-02 6.79167940e-02
9.88221864e-02 -1.72842203e-02 -1.30157772e-01 1.47746183e-01
-6.47654498e-02 -3.12700114e-02]
[ 2.38496128e-02 -6.64057182e-02 8.42452841e-03 1.51468356e-02
-3.27142136e-01 -1.14551471e-01 -1.56739491e-01 4.00230657e-02
1.00738671e-01 1.70801037e-01]
[ 1.52279647e-02 5.04661815e-01 1.07070183e-01 3.72341954e-01
-9.71200359e-01 -2.95017072e-01 -5.93478834e-01 -7.48141664e-02
2.53520451e-01 2.98211267e-01]
[ 1.66201722e-01 5.06012830e-01 5.62675635e-02 3.97387785e-01
-7.77873043e-01 -7.71020690e-02 -4.33165718e-01 1.49928784e-01
1.85700269e-01 4.74208595e-01]
[ 2.52709695e-01 2.79332039e-01 2.41818869e-01 1.31010688e-01
-3.61633776e-01 8.54476108e-02 -1.88350866e-01 1.62246032e-01
2.27624693e-01 6.49506963e-02]
[ -7.69317729e-02 2.06220190e-01 2.40108517e-01 1.04159785e-02
-1.84349243e-02 1.32894936e-01 -8.62982544e-02 -1.52852419e-02
-3.79905895e-02 4.59955760e-02]
[ -9.67350781e-02 -5.45225286e-03 2.54625438e-02 9.35121104e-02
-5.32731063e-02 1.16073586e-01 2.56211228e-01 2.03669051e-02
-2.74627490e-01 -9.26917560e-02]
[ -2.17497898e-01 -1.33302816e-02 -9.21814926e-02 -3.41923904e-01
1.72887474e-01 1.19341987e-01 9.52989971e-02 1.03740691e-01
-2.05936869e-01 3.45089573e-02]
[ 2.05157888e-02 -3.38725354e-01 -1.22286291e-01 -1.48106612e-01
3.29939141e-01 2.19202484e-02 1.41652732e-01 1.53359916e-01
-1.54372065e-01 -2.05712583e-01]
[ 1.51695863e-01 -1.38013635e-01 -1.36630704e-01 4.11234407e-03
1.16414519e-01 -6.31888489e-02 -2.79806551e-02 -1.48309943e-01
1.37891184e-01 -9.87891426e-02]
[ -1.22857547e-01 1.42238938e-01 2.56359829e-01 -2.86380462e-02
1.79104585e-01 9.05283899e-02 -7.21678597e-03 -2.98825846e-01
-1.26882021e-01 -6.61444651e-02]
[ -3.52134563e-01 9.37910212e-02 1.03419971e-02 -3.24063323e-02
1.46489115e-01 -1.68608439e-01 -3.68497080e-02 2.34971937e-01
-9.52866969e-02 7.61839288e-02]
[ 1.48298244e-01 1.06610069e-01 -2.39095641e-01 -9.45583014e-02
1.17937444e-01 -2.91572226e-01 1.10666320e-02 -1.67981649e-01
-5.52143451e-03 -1.90561120e-01]
[ 2.07159408e-01 -1.50385079e-01 5.93605150e-02 -3.00541285e-02
7.93394644e-02 -2.91903185e-02 -2.22254600e-03 -1.37309773e-01
1.05367976e-01 -1.85572261e-01]
[ -1.06555868e-01 -3.53539087e-02 1.19697609e-01 1.05547683e-01
3.88499945e-02 -1.10564556e-01 2.42058330e-01 -7.73331923e-02
1.82271572e-01 -6.34844182e-03]
[ 1.92612917e-02 -1.28494388e-01 2.13952479e-01 -2.20080638e-01
5.18628953e-02 1.06733504e-01 7.70710483e-03 -1.13197159e-01
3.62617503e-02 2.50191425e-01]]
[[ 0.54061667]
[ 1.37596784]
[ 0.25162298]
[ 0.78561599]
[-2.45675423]
[-0.28215797]
[-1.48695268]
[ 0.03391458]
[ 0.61126887]
[ 0.82731717]]
Progress: 18.4% ... Training loss: 0.309 ... Validation loss: 0.495[[ 1.64667729e-01 2.41174141e-01 -1.10090962e-01 1.11166050e-01
-5.32309904e-01 -7.16988777e-02 -8.27567564e-02 1.24180558e-01
-7.27738618e-02 1.99900429e-01]
[ 1.26860894e-02 1.62858687e-01 -2.10226544e-02 3.63886738e-02
1.07926643e-01 -4.34938816e-03 3.05486430e-01 4.11197876e-02
1.36016134e-01 -3.23666282e-02]
[ 1.91337788e-01 4.24885173e-01 2.71815155e-02 8.55925482e-02
1.02790034e-01 -5.29426837e-02 -5.14628016e-01 -3.45572363e-02
9.43865412e-02 3.29945349e-01]
[ -2.24628527e-02 -2.96323334e-01 -2.39784769e-01 2.65783097e-02
-4.11719341e-03 1.64874462e-01 1.27123923e-01 5.59167791e-02
1.86992345e-02 1.03673232e-01]
[ -1.60541679e-03 1.81389356e-01 -1.45167584e-01 4.44518058e-02
7.69613602e-02 -1.80847502e-01 2.10977044e-02 -1.19795089e-01
-1.83869492e-01 2.28003767e-02]
[ -3.49911522e-01 -3.34345203e-01 -2.86469749e-01 1.53505692e-01
1.51935140e-01 4.55049065e-02 3.44921736e-02 -3.53120104e-02
-3.91234177e-03 3.03224168e-02]
[ -2.95024415e-03 -1.58877221e-01 1.00666299e-02 9.46787913e-02
-3.40036068e-02 -7.19019463e-02 1.68657987e-01 -1.89572763e-01
1.85592155e-01 3.62633271e-02]
[ 1.17276914e-01 -2.09337098e-01 3.44283457e-02 -6.33286944e-02
1.24559884e-01 -4.64878711e-02 4.69026416e-02 1.22488662e-01
7.50946680e-02 -1.72763019e-02]
[ -1.65133360e-01 -6.32372193e-02 -3.03234471e-01 -1.48425828e-02
-3.00227485e-02 6.79651812e-02 -2.26175935e-01 -2.76495048e-02
2.63694835e-01 -1.16933320e-01]
[ 7.15195343e-02 -2.34945207e-01 9.38432643e-02 3.99073300e-02
1.15079125e-01 -1.12969178e-01 3.74001109e-02 -9.87001603e-02
1.42095948e-02 1.43322361e-01]
[ -7.90876250e-02 8.48721210e-02 -1.46937969e-03 -1.57199992e-01
4.23983295e-02 2.41024043e-02 8.70635310e-02 -1.02327980e-01
-2.26461937e-02 -1.26471883e-01]
[ -1.00503074e-01 -2.18623944e-02 -6.54859272e-02 2.65288479e-03
3.25031369e-01 9.74074470e-02 -1.04369598e-02 -1.51462433e-02
-1.59164372e-01 -1.94364001e-01]
[ -1.55803725e-01 6.75415779e-03 6.25267082e-02 2.34194033e-02
-1.76268782e-01 -2.20353409e-01 -1.81228537e-01 -1.96923308e-01
8.84909062e-02 1.76025999e-01]
[ -2.17951340e-01 -1.56491564e-01 1.19505004e-01 2.71540561e-01
-1.24987186e-01 -8.35133747e-02 -1.10294162e-01 -2.55086897e-01
-2.09129967e-01 4.57891427e-03]
[ 1.19856281e-01 -4.84966416e-02 -1.63447128e-02 1.23434250e-01
-2.28519448e-02 -8.68265431e-02 1.08997634e-01 4.36937376e-03
3.57086215e-02 2.65881853e-02]
[ 3.66458076e-02 -3.84436737e-02 -2.11635572e-01 1.47269821e-01
-5.02733904e-02 8.79414754e-02 -8.71532884e-02 -1.99180035e-02
-9.52942283e-02 -4.26766349e-03]
[ -1.26933310e-01 -6.47888454e-02 -2.06065428e-01 1.47910692e-01
2.46948533e-03 1.37029670e-01 1.74950910e-02 -2.50479317e-01
6.17314094e-02 -2.08129030e-01]
[ -7.45522277e-02 -4.34199431e-02 2.74209052e-01 9.14837522e-02
1.42602245e-01 -5.94031042e-02 -1.17802407e-01 1.20503802e-01
6.45367794e-02 2.59306872e-02]
[ 4.46618270e-02 -3.64005708e-02 8.31374172e-02 7.68562769e-02
1.16712528e-01 -1.42354033e-02 2.71145733e-01 1.20243097e-01
-4.43038962e-02 -7.73575771e-02]
[ 1.05736713e-02 -1.41697652e-01 -2.88494374e-01 -4.27516851e-02
2.01914209e-01 -9.28439779e-02 1.63143095e-01 1.64562828e-01
1.11268684e-01 -2.43865756e-02]
[ 4.93188459e-02 2.34631951e-03 -1.19353124e-01 3.87362606e-02
-7.32095347e-02 3.25537023e-01 2.56174654e-01 2.05366330e-01
-1.67614830e-01 -6.15738201e-02]
[ 1.06961973e-02 -5.70011168e-03 1.24621278e-01 1.13962747e-01
-3.50907795e-02 1.03606305e-01 -1.74768467e-01 -4.05135573e-02
2.15305121e-01 8.81121143e-02]
[ 9.99655312e-02 5.88265634e-02 -5.23614864e-02 -1.15269078e-01
-6.74343367e-02 -3.25410829e-01 1.27979244e-01 8.12098593e-03
1.31915168e-01 7.65144461e-02]
[ -9.44780432e-02 2.49833236e-02 -1.36110244e-02 2.81034309e-02
-6.93363240e-03 -2.04837806e-01 -1.02936562e-01 -1.94998236e-02
1.83562599e-02 1.34687811e-01]
[ -1.38574770e-01 -4.27035139e-02 -1.94710710e-01 3.31147701e-03
-2.73269262e-01 -6.75131678e-03 -3.20168669e-02 -2.29690004e-02
8.91375905e-03 7.13077376e-02]
[ -1.97140159e-02 -3.24751592e-02 -6.98056308e-02 -1.14229040e-01
4.89436680e-01 2.71787534e-01 5.04699255e-01 1.13923594e-01
-1.71400277e-01 -3.57645848e-01]
[ -7.42204637e-04 -3.07100820e-01 -2.20815287e-02 -5.21945703e-02
5.98082687e-01 9.42549109e-02 4.48609309e-01 9.25789629e-02
4.46721249e-02 -3.56241215e-01]
[ 1.83742618e-02 -3.81189872e-01 -3.94561071e-02 -9.87992943e-02
6.49920268e-01 2.11769831e-02 4.37573598e-01 4.93284736e-02
-3.55396226e-01 -2.06076145e-01]
[ -1.47031148e-01 -5.07681852e-01 8.40350192e-04 -1.74810525e-01
6.80285983e-01 -9.92254583e-02 5.37488463e-01 -8.08031631e-02
-4.59351874e-02 1.07400816e-01]
[ -2.72169112e-01 -3.22028994e-01 6.27782391e-02 -2.81248230e-02
8.62804642e-01 1.36240292e-01 3.46158802e-01 4.89321997e-02
-7.40437216e-02 -1.15836684e-01]
[ -1.69637315e-01 -1.93065612e-01 2.65334920e-01 -2.00990656e-01
5.33724531e-01 -5.77920501e-02 5.78173127e-01 1.56619878e-02
-2.23184248e-01 1.30672480e-02]
[ -1.05603076e-01 -1.50590564e-01 -1.69867449e-01 -7.05249097e-02
3.94946286e-01 -2.39750715e-01 1.05995514e-01 1.71025327e-01
1.37910552e-02 -8.75322091e-02]
[ 1.25013186e-01 2.61412610e-01 1.70143570e-01 -7.22187337e-02
-1.34044343e-01 4.37241755e-02 -1.75382675e-01 2.84761751e-01
8.82073622e-02 1.92185283e-01]
[ 3.40713310e-01 2.85256533e-01 -8.78730445e-02 3.05582392e-01
-8.77121864e-01 -2.84291585e-01 -4.45488118e-01 1.77338404e-01
3.70824791e-01 -5.28400142e-02]
[ 5.51498481e-02 1.64707893e-01 2.56438868e-01 2.63004970e-01
-9.35926505e-02 -1.99217529e-01 -1.99762027e-01 -1.32182166e-01
-1.30558135e-01 -2.74695386e-01]
[ 2.91018515e-02 -3.66114851e-02 -1.15500189e-01 -4.63196133e-02
2.29325106e-01 3.93823130e-02 -2.24474582e-02 -1.83856218e-01
4.06783616e-02 2.16727704e-01]
[ -6.18759874e-04 -5.75537520e-02 -6.69430542e-02 -5.19888661e-02
-8.59526369e-03 -1.74731114e-01 9.23315017e-02 1.01698372e-02
3.68024646e-02 7.43548295e-03]
[ 2.15616094e-02 4.64286014e-02 2.41796335e-01 6.41156153e-02
-1.94607704e-01 -1.30373569e-01 1.36701048e-01 3.94000604e-02
-1.93847460e-01 1.00667129e-01]
[ 5.44512588e-02 -1.56243842e-02 1.00177940e-01 -1.67628087e-02
-1.62844720e-01 7.82788664e-02 1.15187357e-01 -2.71573002e-01
-3.56940881e-02 -1.12053879e-01]
[ -2.71305939e-02 4.40790495e-02 7.73908706e-02 -5.19540174e-02
3.63888499e-02 1.89263666e-01 1.43566821e-01 1.17693139e-01
-3.79202693e-02 1.54053839e-01]
[ 2.11194277e-01 3.69087970e-02 2.42788148e-02 6.77227691e-02
9.94230162e-02 -1.72129729e-02 -1.29817323e-01 1.47737702e-01
-6.48962629e-02 -3.14628969e-02]
[ 2.40579510e-02 -6.58327483e-02 8.52827824e-03 1.54751048e-02
-3.28121303e-01 -1.14656939e-01 -1.57332747e-01 4.00372238e-02
1.00975655e-01 1.71118828e-01]
[ 1.64132559e-02 5.07307622e-01 1.07654748e-01 3.74024169e-01
-9.75701196e-01 -2.95576647e-01 -5.96265384e-01 -7.47320922e-02
2.54924027e-01 2.99938670e-01]
[ 1.65852283e-01 5.04841344e-01 5.61084034e-02 3.96890270e-01
-7.76101260e-01 -7.69528577e-02 -4.32290751e-01 1.49905150e-01
1.85376143e-01 4.73685339e-01]
[ 2.52580204e-01 2.79172131e-01 2.41810381e-01 1.31017684e-01
-3.61652828e-01 8.54532282e-02 -1.88212943e-01 1.62247026e-01
2.27637567e-01 6.49228387e-02]
[ -7.66607728e-02 2.06890517e-01 2.40237512e-01 1.08143933e-02
-1.96601623e-02 1.32751461e-01 -8.70218197e-02 -1.52687751e-02
-3.76816872e-02 4.63596917e-02]
[ -9.68623550e-02 -5.78056008e-03 2.54038537e-02 9.33239761e-02
-5.27329764e-02 1.16139283e-01 2.56542707e-01 2.03587702e-02
-2.74774337e-01 -9.28849466e-02]
[ -2.17594970e-01 -1.35298992e-02 -9.22284335e-02 -3.42022993e-01
1.73314108e-01 1.19374632e-01 9.55832521e-02 1.03736788e-01
-2.06051335e-01 3.44065817e-02]
[ 2.03114487e-02 -3.39304875e-01 -1.22379555e-01 -1.48400764e-01
3.30734687e-01 2.20271015e-02 1.42260765e-01 1.53349044e-01
-1.54595326e-01 -2.06013111e-01]
[ 1.51152803e-01 -1.39466590e-01 -1.36917513e-01 3.40337929e-03
1.18628971e-01 -6.29561119e-02 -2.63724119e-02 -1.48345371e-01
1.37271598e-01 -9.96163568e-02]
[ -1.22967814e-01 1.41923075e-01 2.56319560e-01 -2.87384946e-02
1.79595928e-01 9.05228972e-02 -6.84101996e-03 -2.98825534e-01
-1.26952142e-01 -6.62707461e-02]
[ -3.52034148e-01 9.37112975e-02 1.03848683e-02 -3.22348251e-02
1.45915031e-01 -1.68688955e-01 -3.71607585e-02 2.34976653e-01
-9.51797479e-02 7.63578670e-02]
[ 1.48633247e-01 1.07104555e-01 -2.38877142e-01 -9.39494723e-02
1.15868026e-01 -2.91761971e-01 1.02380289e-02 -1.67952257e-01
-5.00808409e-03 -1.89914487e-01]
[ 2.08056845e-01 -1.48228505e-01 5.98088127e-02 -2.87889953e-02
7.60234177e-02 -2.96265131e-02 -4.36882168e-03 -1.37249432e-01
1.06471343e-01 -1.84205516e-01]
[ -1.05722207e-01 -3.37506697e-02 1.20134320e-01 1.06890224e-01
3.52463126e-02 -1.11006975e-01 2.39956700e-01 -7.72738111e-02
1.83310737e-01 -5.00990579e-03]
[ 1.87476680e-02 -1.29641314e-01 2.13739119e-01 -2.20740557e-01
5.37256434e-02 1.06990704e-01 9.25856219e-03 -1.13227703e-01
3.57709081e-02 2.49398632e-01]]
[[ 0.5478377 ]
[ 1.38334733]
[ 0.25700423]
[ 0.79328721]
[-2.45619462]
[-0.27813523]
[-1.48316445]
[ 0.03939334]
[ 0.61840355]
[ 0.83485517]]
Progress: 18.4% ... Training loss: 0.311 ... Validation loss: 0.496[[ 1.65437123e-01 2.42873125e-01 -1.09653127e-01 1.12448022e-01
-5.35054767e-01 -7.21090744e-02 -8.42457925e-02 1.24251387e-01
-7.17012489e-02 2.01075383e-01]
[ 1.24142371e-02 1.62144331e-01 -2.11572113e-02 3.59637562e-02
1.09229271e-01 -4.20030579e-03 3.06227262e-01 4.10992011e-02
1.35700682e-01 -3.27625562e-02]
[ 1.93605486e-01 4.30530166e-01 2.82696839e-02 8.88191261e-02
9.28211226e-02 -5.40070835e-02 -5.20244914e-01 -3.43795967e-02
9.71254038e-02 3.33457526e-01]
[ -2.63233236e-02 -3.06299845e-01 -2.41579517e-01 2.04449756e-02
1.45335107e-02 1.66940442e-01 1.37384705e-01 5.56039489e-02
1.40476931e-02 9.78656488e-02]
[ -1.97506528e-03 1.81176138e-01 -1.45287978e-01 4.40409017e-02
7.92312561e-02 -1.80699839e-01 2.20803004e-02 -1.19811733e-01
-1.84303393e-01 2.19370422e-02]
[ -3.50354625e-01 -3.35803638e-01 -2.86674869e-01 1.52994332e-01
1.53534000e-01 4.56685018e-02 3.58782146e-02 -3.53395719e-02
-4.35068845e-03 2.96162464e-02]
[ -1.59784330e-03 -1.55601711e-01 1.07687414e-02 9.66429274e-02
-3.94908559e-02 -7.25954349e-02 1.65172524e-01 -1.89461153e-01
1.87225000e-01 3.82736685e-02]
[ 1.16997195e-01 -2.10165086e-01 3.42985127e-02 -6.35865495e-02
1.24895879e-01 -4.63634161e-02 4.76479446e-02 1.22475805e-01
7.48869751e-02 -1.74827903e-02]
[ -1.64578249e-01 -6.23033584e-02 -3.02931890e-01 -1.40908936e-02
-3.18817640e-02 6.77080932e-02 -2.26753601e-01 -2.76124609e-02
2.64310113e-01 -1.16319266e-01]
[ 7.39515515e-02 -2.29510349e-01 9.50339605e-02 4.36963081e-02
1.03559124e-01 -1.14268079e-01 3.19005063e-02 -9.85053057e-02
1.72023448e-02 1.46938123e-01]
[ -7.99982451e-02 8.23450448e-02 -1.88398133e-03 -1.58528997e-01
4.64787412e-02 2.45664521e-02 8.95435583e-02 -1.02389209e-01
-2.36440069e-02 -1.27827940e-01]
[ -1.00839781e-01 -2.28472284e-02 -6.55922834e-02 2.13952170e-03
3.27059548e-01 9.75797739e-02 -9.34916781e-03 -1.51716337e-02
-1.59557226e-01 -1.94911970e-01]
[ -1.55803725e-01 6.75415779e-03 6.25267082e-02 2.34194033e-02
-1.76268782e-01 -2.20353409e-01 -1.81228537e-01 -1.96923308e-01
8.84909062e-02 1.76025999e-01]
[ -2.18476389e-01 -1.57915415e-01 1.19242693e-01 2.70797565e-01
-1.22922117e-01 -8.32498946e-02 -1.08721750e-01 -2.55127200e-01
-2.09725086e-01 3.68013270e-03]
[ 1.19517316e-01 -4.93183465e-02 -1.64959663e-02 1.23021319e-01
-2.14307764e-02 -8.66995191e-02 1.09919172e-01 4.35014144e-03
3.53657443e-02 2.61113942e-02]
[ 3.63586529e-02 -3.92233706e-02 -2.11769416e-01 1.46871919e-01
-4.90202883e-02 8.80689629e-02 -8.64078867e-02 -1.99359187e-02
-9.56185813e-02 -4.71548351e-03]
[ -1.26078028e-01 -6.25261659e-02 -2.05642178e-01 1.49144399e-01
-7.38846796e-04 1.36600037e-01 1.51074186e-02 -2.50417184e-01
6.26906013e-02 -2.06868997e-01]
[ -7.44464997e-02 -4.33463259e-02 2.74244521e-01 9.15666711e-02
1.42444346e-01 -5.94206934e-02 -1.17705967e-01 1.20511392e-01
6.46500750e-02 2.60743762e-02]
[ 4.62302185e-02 -3.25104848e-02 8.39988304e-02 7.94378865e-02
1.08850248e-01 -1.50915091e-02 2.66643443e-01 1.20380356e-01
-4.22277136e-02 -7.47282712e-02]
[ 9.81731405e-03 -1.43673300e-01 -2.88868580e-01 -4.39311662e-02
2.05069196e-01 -9.24335105e-02 1.65263930e-01 1.64503798e-01
1.10365896e-01 -2.55387056e-02]
[ 4.88198240e-02 9.93290311e-04 -1.19611859e-01 3.79628093e-02
-7.09522907e-02 3.25805524e-01 2.57577130e-01 2.05329352e-01
-1.68213866e-01 -6.23297468e-02]
[ 1.17930936e-02 -3.00091474e-03 1.25118193e-01 1.15559283e-01
-3.96145495e-02 1.03047132e-01 -1.77036037e-01 -4.04382295e-02
2.16546235e-01 8.95965248e-02]
[ 1.00444452e-01 5.96927460e-02 -5.21360418e-02 -1.14597654e-01
-6.90827703e-02 -3.25649465e-01 1.26933940e-01 8.15523612e-03
1.32436433e-01 7.71943736e-02]
[ -9.49888674e-02 2.37247346e-02 -1.38156428e-02 2.73630660e-02
-4.67962285e-03 -2.04579075e-01 -1.01569791e-01 -1.95367523e-02
1.77722527e-02 1.33911850e-01]
[ -1.38577927e-01 -4.29598095e-02 -1.94698495e-01 3.33901880e-03
-2.73685539e-01 -6.76839722e-03 -3.19716886e-02 -2.29669364e-02
8.95297410e-03 7.13295189e-02]
[ -1.99115359e-02 -3.30583619e-02 -6.98959057e-02 -1.14511397e-01
4.90399242e-01 2.71891802e-01 5.05254418e-01 1.13910383e-01
-1.71614937e-01 -3.57956331e-01]
[ -8.78368825e-04 -3.07496040e-01 -2.21415181e-02 -5.23787482e-02
5.98752936e-01 9.43226018e-02 4.49116764e-01 9.25685283e-02
4.45607307e-02 -3.56491168e-01]
[ 1.83566904e-02 -3.81340112e-01 -3.94659768e-02 -9.88218114e-02
6.49879233e-01 2.11829542e-02 4.37689383e-01 4.93272199e-02
-3.55418833e-01 -2.06104850e-01]
[ -1.47197487e-01 -5.08239275e-01 7.55549322e-04 -1.75076801e-01
6.81085203e-01 -9.91364419e-02 5.37986133e-01 -8.08153282e-02
-4.61465884e-02 1.07148861e-01]
[ -2.72611942e-01 -3.23204846e-01 6.25670794e-02 -2.87875393e-02
8.64675558e-01 1.36466000e-01 3.47349407e-01 4.88996994e-02
-7.45547802e-02 -1.16486739e-01]
[ -1.69890230e-01 -1.93694332e-01 2.65211490e-01 -2.01372836e-01
5.34667832e-01 -5.76613663e-02 5.78899648e-01 1.56432993e-02
-2.23470232e-01 1.26871943e-02]
[ -1.05817022e-01 -1.51122026e-01 -1.69956561e-01 -7.08012873e-02
3.95806181e-01 -2.39656967e-01 1.06550012e-01 1.71011671e-01
1.35797030e-02 -8.78086753e-02]
[ 1.24684543e-01 2.60548988e-01 1.69981027e-01 -7.27309053e-02
-1.32525894e-01 4.39009522e-02 -1.74443462e-01 2.84736902e-01
8.78294739e-02 1.91669679e-01]
[ 3.41073083e-01 2.86536433e-01 -8.76471078e-02 3.06247128e-01
-8.78959669e-01 -2.84508490e-01 -4.46661890e-01 1.77371366e-01
3.71292926e-01 -5.21183692e-02]
[ 5.52291964e-02 1.64756353e-01 2.56492866e-01 2.63143197e-01
-9.39930596e-02 -1.99273298e-01 -2.00016704e-01 -1.32174468e-01
-1.30434281e-01 -2.74525039e-01]
[ 2.88308377e-02 -3.73913440e-02 -1.15648497e-01 -4.67780136e-02
2.30655670e-01 3.95412528e-02 -2.16734096e-02 -1.83878962e-01
4.03255431e-02 2.16312526e-01]
[ -1.02524863e-04 -5.62739348e-02 -6.66845893e-02 -5.12297625e-02
-1.08691753e-02 -1.74991620e-01 9.11069188e-02 1.02062217e-02
3.73807301e-02 8.13777578e-03]
[ 2.11405836e-02 4.52888904e-02 2.41582578e-01 6.34571024e-02
-1.92571891e-01 -1.30145610e-01 1.37838673e-01 3.93677957e-02
-1.94352615e-01 1.00021652e-01]
[ 5.55058529e-02 -1.29091916e-02 1.00663732e-01 -1.51340267e-02
-1.67820858e-01 7.77201676e-02 1.12327310e-01 -2.71496013e-01
-3.44677089e-02 -1.10454321e-01]
[ -2.63397934e-02 4.60140034e-02 7.77473994e-02 -5.08182531e-02
3.30018679e-02 1.88862970e-01 1.41463888e-01 1.17745773e-01
-3.70332009e-02 1.55179565e-01]
[ 2.11483567e-01 3.76984475e-02 2.44027765e-02 6.81360717e-02
9.82269291e-02 -1.73649555e-02 -1.30664539e-01 1.47757783e-01
-6.45853526e-02 -3.09990185e-02]
[ 2.41331141e-02 -6.56516324e-02 8.56955981e-03 1.56113674e-02
-3.28561885e-01 -1.14688171e-01 -1.57495045e-01 4.00447110e-02
1.01088129e-01 1.71207550e-01]
[ 1.69844008e-02 5.08493143e-01 1.07911975e-01 3.74806886e-01
-9.77721053e-01 -2.95867863e-01 -5.97034605e-01 -7.46870298e-02
2.55549575e-01 3.00632397e-01]
[ 1.66246981e-01 5.05411528e-01 5.63467189e-02 3.97446248e-01
-7.77632595e-01 -7.71611505e-02 -4.33120016e-01 1.49938630e-01
1.85848701e-01 4.74189055e-01]
[ 2.53289207e-01 2.80829956e-01 2.42189685e-01 1.32198913e-01
-3.65383634e-01 8.50684901e-02 -1.90181852e-01 1.62306852e-01
2.28569919e-01 6.60971301e-02]
[ -7.72569415e-02 2.05579801e-01 2.39964985e-01 9.95475463e-03
-1.69731139e-02 1.33051573e-01 -8.54600135e-02 -1.53079182e-02
-3.83410104e-02 4.54512593e-02]
[ -9.68584100e-02 -5.79570332e-03 2.54030070e-02 9.33324765e-02
-5.27401705e-02 1.16139956e-01 2.56551589e-01 2.03587989e-02
-2.74770552e-01 -9.28950858e-02]
[ -2.17839124e-01 -1.41741014e-02 -9.23442689e-02 -3.42390436e-01
1.74432003e-01 1.19504862e-01 9.62501078e-02 1.03718981e-01
-2.06331981e-01 3.40793566e-02]
[ 1.99404344e-02 -3.40249173e-01 -1.22548174e-01 -1.48925989e-01
3.32369504e-01 2.22128344e-02 1.43285771e-01 1.53323363e-01
-1.54990282e-01 -2.06575549e-01]
[ 1.51393405e-01 -1.38867709e-01 -1.36781048e-01 3.83918525e-03
1.16909636e-01 -6.30711317e-02 -2.68313869e-02 -1.48329848e-01
1.37503950e-01 -9.91637491e-02]
[ -1.22971584e-01 1.41571171e-01 2.56299846e-01 -2.87589434e-02
1.80034384e-01 9.05010957e-02 -6.29358735e-03 -2.98818687e-01
-1.26985070e-01 -6.63424943e-02]
[ -3.52829899e-01 9.14546142e-02 1.00121241e-02 -3.34357156e-02
1.49445975e-01 -1.68279698e-01 -3.49050547e-02 2.34919640e-01
-9.61025547e-02 7.50769081e-02]
[ 1.48317925e-01 1.06152322e-01 -2.38971822e-01 -9.43225142e-02
1.16786468e-01 -2.91600817e-01 1.10173770e-02 -1.67970058e-01
-5.29293072e-03 -1.90266258e-01]
[ 2.08955401e-01 -1.45992116e-01 6.02930446e-02 -2.75096349e-02
7.29558889e-02 -3.00854255e-02 -6.70340158e-03 -1.37175204e-01
1.07616932e-01 -1.82839054e-01]
[ -1.05852477e-01 -3.42315128e-02 1.20084722e-01 1.06748043e-01
3.57393646e-02 -1.10964512e-01 2.40348939e-01 -7.72808221e-02
1.83244453e-01 -5.20294233e-03]
[ 2.00383149e-02 -1.26511973e-01 2.14324896e-01 -2.18772551e-01
4.77202016e-02 1.06311037e-01 6.14560856e-03 -1.13134240e-01
3.73019166e-02 2.51188813e-01]]
[[ 0.55789421]
[ 1.39337224]
[ 0.26649148]
[ 0.80110902]
[-2.45583276]
[-0.27467717]
[-1.4827204 ]
[ 0.04237703]
[ 0.62784996]
[ 0.84295965]]
Progress: 18.4% ... Training loss: 0.317 ... Validation loss: 0.492[[ 1.65449709e-01 2.42176714e-01 -1.09553472e-01 1.12591583e-01
-5.34552346e-01 -7.21038086e-02 -8.37587486e-02 1.24261041e-01
-7.14871919e-02 2.00920604e-01]
[ 1.20140950e-02 1.61278652e-01 -2.13263281e-02 3.54979249e-02
1.10745840e-01 -4.03160314e-03 3.07267539e-01 4.10729806e-02
1.35356664e-01 -3.32562226e-02]
[ 1.91940616e-01 4.27536465e-01 2.74802585e-02 8.63336321e-02
1.00727696e-01 -5.31789011e-02 -5.16574098e-01 -3.45110798e-02
9.52522018e-02 3.31093415e-01]
[ -2.51919680e-02 -3.04240061e-01 -2.40995153e-01 2.21399720e-02
8.30437709e-03 1.66460018e-01 1.34486462e-01 5.56966006e-02
1.53317426e-02 9.95252674e-02]
[ -5.09230545e-03 1.74148166e-01 -1.46657757e-01 3.98825876e-02
9.32749153e-02 -1.79482994e-01 3.00761713e-02 -1.20027194e-01
-1.87427221e-01 1.71086416e-02]
[ -3.51557800e-01 -3.39167762e-01 -2.87221691e-01 1.51420551e-01
1.58475170e-01 4.61511857e-02 3.93976062e-02 -3.54256438e-02
-5.60976899e-03 2.78116245e-02]
[ -2.10809460e-03 -1.57212595e-01 1.05297440e-02 9.57103112e-02
-3.60324153e-02 -7.22688540e-02 1.66641001e-01 -1.89512719e-01
1.86591315e-01 3.74597736e-02]
[ 1.16418145e-01 -2.11326278e-01 3.41126193e-02 -6.41407010e-02
1.26907221e-01 -4.61300501e-02 4.90946793e-02 1.22445476e-01
7.45256017e-02 -1.81760183e-02]
[ -1.64988058e-01 -6.30913344e-02 -3.03091259e-01 -1.46985396e-02
-3.04707444e-02 6.78934977e-02 -2.25618418e-01 -2.76431326e-02
2.63864879e-01 -1.17000646e-01]
[ 7.23522693e-02 -2.33546453e-01 9.43600223e-02 4.15243473e-02
1.11095882e-01 -1.13576245e-01 3.62559138e-02 -9.86227864e-02
1.56321414e-02 1.44652890e-01]
[ -8.11710129e-02 7.93564770e-02 -2.41486061e-03 -1.60172904e-01
5.12864798e-02 2.51464442e-02 9.28081950e-02 -1.02477534e-01
-2.48760707e-02 -1.29642182e-01]
[ -1.00770016e-01 -2.27467326e-02 -6.55185473e-02 2.28719465e-03
3.26537024e-01 9.75359828e-02 -9.39942569e-03 -1.51644667e-02
-1.59454331e-01 -1.94805620e-01]
[ -1.55803725e-01 6.75415779e-03 6.25267082e-02 2.34194033e-02
-1.76268782e-01 -2.20353409e-01 -1.81228537e-01 -1.96923308e-01
8.84909062e-02 1.76025999e-01]
[ -2.18705488e-01 -1.58602486e-01 1.19119565e-01 2.70426292e-01
-1.21771742e-01 -8.31405886e-02 -1.07977473e-01 -2.55144714e-01
-2.09961150e-01 3.26326819e-03]
[ 1.18993937e-01 -5.08867586e-02 -1.67156180e-02 1.22468723e-01
-1.96387030e-02 -8.65430113e-02 1.11516451e-01 4.31585992e-03
3.48410458e-02 2.53994831e-02]
[ 3.60284979e-02 -3.99418968e-02 -2.11894895e-01 1.46400223e-01
-4.73085822e-02 8.82359878e-02 -8.56573117e-02 -1.99584502e-02
-9.59258451e-02 -5.13601030e-03]
[ -1.25291623e-01 -6.07559265e-02 -2.05251201e-01 1.50290826e-01
-3.93245736e-03 1.36244859e-01 1.30083919e-02 -2.50362505e-01
6.35461877e-02 -2.05715756e-01]
[ -7.43652913e-02 -4.33855541e-02 2.74300848e-01 9.16267799e-02
1.42561992e-01 -5.94567065e-02 -1.17794264e-01 1.20516854e-01
6.47226992e-02 2.61535828e-02]
[ 4.47520526e-02 -3.61478377e-02 8.32521928e-02 7.71625609e-02
1.15390721e-01 -1.43420705e-02 2.70605925e-01 1.20259869e-01
-4.39266420e-02 -7.69835351e-02]
[ 9.11345332e-03 -1.45117183e-01 -2.89207757e-01 -4.49253577e-02
2.07953117e-01 -9.21010360e-02 1.67030319e-01 1.64449115e-01
1.09577614e-01 -2.65112959e-02]
[ 4.87231529e-02 8.79582562e-04 -1.19611873e-01 3.79367863e-02
-7.07629111e-02 3.25810748e-01 2.57637457e-01 2.05328341e-01
-1.68242860e-01 -6.23144204e-02]
[ 1.21967804e-02 -2.20986379e-03 1.25349481e-01 1.16265276e-01
-4.12780379e-02 1.02869740e-01 -1.77803377e-01 -4.04006855e-02
2.17157114e-01 9.00915754e-02]
[ 1.00164093e-01 5.90324100e-02 -5.22516753e-02 -1.15033252e-01
-6.78413779e-02 -3.25526541e-01 1.27744220e-01 8.13404002e-03
1.32066030e-01 7.67321499e-02]
[ -9.53000452e-02 2.31586399e-02 -1.39463013e-02 2.69398142e-02
-3.75081928e-03 -2.04436358e-01 -1.00788903e-01 -1.95597266e-02
1.75135504e-02 1.33448616e-01]
[ -1.38598645e-01 -4.30106647e-02 -1.94707788e-01 3.30825034e-03
-2.73562236e-01 -6.75739564e-03 -3.19197352e-02 -2.29685820e-02
8.92784829e-03 7.12961838e-02]
[ -2.05404933e-02 -3.46766729e-02 -7.01914554e-02 -1.15436353e-01
4.93255843e-01 2.72211210e-01 5.06849631e-01 1.13861725e-01
-1.72342303e-01 -3.58935366e-01]
[ -1.43174522e-03 -3.08848203e-01 -2.24121275e-02 -5.31921745e-02
6.01053630e-01 9.46005515e-02 4.50612807e-01 9.25251542e-02
4.39263337e-02 -3.57342869e-01]
[ 1.80400923e-02 -3.82132755e-01 -3.96176508e-02 -9.92808113e-02
6.51033149e-01 2.13265645e-02 4.38520734e-01 4.93035754e-02
-3.55756062e-01 -2.06584800e-01]
[ -1.47384564e-01 -5.08639434e-01 6.66489171e-04 -1.75346744e-01
6.81736973e-01 -9.90445376e-02 5.38449651e-01 -8.08294536e-02
-4.63430989e-02 1.06870249e-01]
[ -2.72558773e-01 -3.23163795e-01 6.25934739e-02 -2.87090738e-02
8.64460537e-01 1.36441248e-01 3.47244734e-01 4.89036685e-02
-7.44981866e-02 -1.16411891e-01]
[ -1.70158981e-01 -1.94408846e-01 2.65073847e-01 -2.01787054e-01
5.35900267e-01 -5.75196213e-02 5.79634304e-01 1.56215778e-02
-2.23792517e-01 1.22699972e-02]
[ -1.05926096e-01 -1.51387204e-01 -1.70006110e-01 -7.09634750e-02
3.96289154e-01 -2.39601436e-01 1.06845452e-01 1.71003208e-01
1.34568666e-02 -8.79802645e-02]
[ 1.24850195e-01 2.60802793e-01 1.70055040e-01 -7.24596506e-02
-1.33147371e-01 4.38201987e-02 -1.74791442e-01 2.84749072e-01
8.80240209e-02 1.91937241e-01]
[ 3.40822459e-01 2.86157543e-01 -8.77453799e-02 3.05891764e-01
-8.77901051e-01 -2.84375181e-01 -4.46128504e-01 1.77352646e-01
3.71132151e-01 -5.23666648e-02]
[ 5.53184685e-02 1.65010297e-01 2.56538480e-01 2.63292718e-01
-9.44105976e-02 -1.99326827e-01 -2.00366418e-01 -1.32167733e-01
-1.30324246e-01 -2.74403420e-01]
[ 2.84768191e-02 -3.82084988e-02 -1.15813249e-01 -4.73046799e-02
2.32199283e-01 3.97165156e-02 -2.07176010e-02 -1.83906528e-01
3.99402974e-02 2.15767917e-01]
[ 7.20291829e-04 -5.43894295e-02 -6.62749285e-02 -5.00174651e-02
-1.44146517e-02 -1.75412587e-01 8.89934399e-02 1.02650318e-02
3.83115059e-02 9.38335046e-03]
[ 2.13354874e-02 4.58459602e-02 2.41686314e-01 6.37953848e-02
-1.93541145e-01 -1.30281776e-01 1.37236958e-01 3.93847854e-02
-1.94110732e-01 1.00370971e-01]
[ 5.52660430e-02 -1.36443278e-02 1.00540501e-01 -1.54985218e-02
-1.66682958e-01 7.78301262e-02 1.13039636e-01 -2.71512701e-01
-3.46968008e-02 -1.10861464e-01]
[ -2.65327114e-02 4.55127567e-02 7.76569264e-02 -5.11228977e-02
3.38259600e-02 1.88945860e-01 1.42263672e-01 1.17730271e-01
-3.72680043e-02 1.54699277e-01]
[ 2.11341524e-01 3.74337875e-02 2.43544924e-02 6.79799953e-02
9.87751978e-02 -1.73260374e-02 -1.30289252e-01 1.47750371e-01
-6.46956767e-02 -3.11821324e-02]
[ 2.42473551e-02 -6.53682228e-02 8.62457399e-03 1.57687508e-02
-3.29083102e-01 -1.14737928e-01 -1.57777993e-01 4.00520633e-02
1.01221445e-01 1.71365558e-01]
[ 1.73284747e-02 5.09022819e-01 1.08112855e-01 3.75263703e-01
-9.78525410e-01 -2.95972623e-01 -5.97518963e-01 -7.46573945e-02
2.55996023e-01 3.01103267e-01]
[ 1.65556709e-01 5.03890883e-01 5.60182696e-02 3.96544496e-01
-7.74747210e-01 -7.68558475e-02 -4.31410708e-01 1.49885249e-01
1.85018275e-01 4.73229420e-01]
[ 2.53339178e-01 2.81061730e-01 2.42268754e-01 1.32401957e-01
-3.65917127e-01 8.49997449e-02 -1.90576693e-01 1.62317447e-01
2.28750283e-01 6.62989335e-02]
[ -7.74544230e-02 2.05051957e-01 2.39865082e-01 9.64799501e-03
-1.60369482e-02 1.33154829e-01 -8.48914238e-02 -1.53239741e-02
-3.85796861e-02 4.51403770e-02]
[ -9.69922344e-02 -6.12654665e-03 2.53433028e-02 9.31401281e-02
-5.21694212e-02 1.16205683e-01 2.56906573e-01 2.03486509e-02
-2.74920657e-01 -9.30882564e-02]
[ -2.18030422e-01 -1.46946402e-02 -9.24357514e-02 -3.42652113e-01
1.75331542e-01 1.19588692e-01 9.68695997e-02 1.03705587e-01
-2.06553337e-01 3.38216410e-02]
[ 1.98601735e-02 -3.40468659e-01 -1.22575000e-01 -1.49047735e-01
3.32736592e-01 2.22516951e-02 1.43490082e-01 1.53317322e-01
-1.55082192e-01 -2.06695342e-01]
[ 1.50798498e-01 -1.40268096e-01 -1.37051405e-01 3.04397037e-03
1.19268217e-01 -6.27693222e-02 -2.52595176e-02 -1.48374258e-01
1.36884773e-01 -9.99754693e-02]
[ -1.23472062e-01 1.40451964e-01 2.56072543e-01 -2.93780904e-02
1.81742299e-01 9.07208186e-02 -4.99058235e-03 -2.98852786e-01
-1.27458956e-01 -6.70546293e-02]
[ -3.53667255e-01 8.90456600e-02 9.62707278e-03 -3.46953383e-02
1.53518337e-01 -1.67898092e-01 -3.25235017e-02 2.34854219e-01
-9.69807749e-02 7.37427016e-02]
[ 1.47713205e-01 1.04819652e-01 -2.39183354e-01 -9.50704733e-02
1.19618916e-01 -2.91353818e-01 1.26992468e-02 -1.68006926e-01
-5.86743933e-03 -1.91061095e-01]
[ 2.09384520e-01 -1.44844570e-01 6.05356583e-02 -2.69279210e-02
7.13828419e-02 -3.03020112e-02 -7.84127711e-03 -1.37139910e-01
1.08082852e-01 -1.82166620e-01]
[ -1.06859612e-01 -3.66311005e-02 1.19601049e-01 1.05348692e-01
4.02720570e-02 -1.10500977e-01 2.42849768e-01 -7.73576394e-02
1.82078555e-01 -6.64785631e-03]
[ 2.04515041e-02 -1.25922888e-01 2.14529118e-01 -2.18201166e-01
4.56112245e-02 1.06141986e-01 5.41414348e-03 -1.13110557e-01
3.78483136e-02 2.51621068e-01]]
[[ 0.54898782]
[ 1.38317452]
[ 0.25814613]
[ 0.79100515]
[-2.46943613]
[-0.28172344]
[-1.49402669]
[ 0.03362108]
[ 0.61938038]
[ 0.83315622]]
Progress: 18.5% ... Training loss: 0.309 ... Validation loss: 0.490[[ 1.62907900e-01 2.35360226e-01 -1.10691589e-01 1.08775837e-01
-5.22733628e-01 -7.07421501e-02 -7.70082281e-02 1.24106138e-01
-7.42115268e-02 1.97037658e-01]
[ 1.21481980e-02 1.61597572e-01 -2.12669648e-02 3.57003486e-02
1.10122755e-01 -4.10344447e-03 3.06926928e-01 4.10811590e-02
1.35499069e-01 -3.30449845e-02]
[ 1.90800423e-01 4.24863446e-01 2.69562951e-02 8.46411232e-02
1.04397553e-01 -5.25704653e-02 -5.13766413e-01 -3.45848098e-02
9.40875248e-02 3.29465882e-01]
[ -2.67987787e-02 -3.07758423e-01 -2.41672639e-01 1.99691298e-02
1.50331587e-02 1.67234383e-01 1.38462291e-01 5.56060367e-02
1.35977218e-02 9.72119532e-02]
[ -2.62342482e-03 1.79677004e-01 -1.45483196e-01 4.33409579e-02
8.27194243e-02 -1.80714874e-01 2.34827286e-02 -1.19884159e-01
-1.84608695e-01 2.05922095e-02]
[ -3.52474152e-01 -3.41786830e-01 -2.87647210e-01 1.50118245e-01
1.62848919e-01 4.66053062e-02 4.19340011e-02 -3.54790802e-02
-6.61970978e-03 2.63814853e-02]
[ -2.46693981e-03 -1.58342211e-01 1.03750512e-02 9.51180891e-02
-3.38186803e-02 -7.20610622e-02 1.67408150e-01 -1.89540079e-01
1.86199678e-01 3.69723559e-02]
[ 1.15991297e-01 -2.12787051e-01 3.39069897e-02 -6.48231760e-02
1.28759853e-01 -4.59045412e-02 5.04379970e-02 1.22422462e-01
7.40437880e-02 -1.88460804e-02]
[ -1.65031153e-01 -6.33073325e-02 -3.03089108e-01 -1.47324964e-02
-3.03257532e-02 6.79235977e-02 -2.25562927e-01 -2.76418984e-02
2.63837866e-01 -1.17111329e-01]
[ 7.14741525e-02 -2.36251463e-01 9.39408635e-02 4.02061142e-02
1.15545095e-01 -1.13108424e-01 3.85873323e-02 -9.86778438e-02
1.46571370e-02 1.43389478e-01]
[ -8.10073431e-02 7.92564105e-02 -2.33390196e-03 -1.59994604e-01
5.13262483e-02 2.50796683e-02 9.25425146e-02 -1.02465541e-01
-2.47182886e-02 -1.29497580e-01]
[ -1.01800709e-01 -2.53671098e-02 -6.59640377e-02 8.16167958e-04
3.30633150e-01 9.80524589e-02 -6.76281020e-03 -1.52239779e-02
-1.60547513e-01 -1.96385112e-01]
[ -1.55803725e-01 6.75415779e-03 6.25267082e-02 2.34194033e-02
-1.76268782e-01 -2.20353409e-01 -1.81228537e-01 -1.96923308e-01
8.84909062e-02 1.76025999e-01]
[ -2.19529793e-01 -1.60652775e-01 1.18718336e-01 2.69203180e-01
-1.17769108e-01 -8.27192509e-02 -1.05678931e-01 -2.55194501e-01
-2.10898946e-01 1.95397747e-03]
[ 1.18869712e-01 -5.13197005e-02 -1.67528810e-02 1.22309923e-01
-1.91827866e-02 -8.64884771e-02 1.11911707e-01 4.30978771e-03
3.47156870e-02 2.52137724e-02]
[ 3.56163566e-02 -4.10432925e-02 -2.12090420e-01 1.45819183e-01
-4.53442563e-02 8.84356110e-02 -8.46597647e-02 -1.99830309e-02
-9.63793561e-02 -5.75323034e-03]
[ -1.24443060e-01 -5.89706003e-02 -2.04836378e-01 1.51435733e-01
-7.31938477e-03 1.35850395e-01 1.07459213e-02 -2.50316229e-01
6.45284534e-02 -2.04402019e-01]
[ -7.51112956e-02 -4.52620510e-02 2.73950761e-01 9.05502863e-02
1.46041334e-01 -5.90687949e-02 -1.15815903e-01 1.20471352e-01
6.38640394e-02 2.50407373e-02]
[ 4.43239703e-02 -3.70711068e-02 8.30469138e-02 7.65428685e-02
1.17364149e-01 -1.41249270e-02 2.71635936e-01 1.20232653e-01
-4.44173818e-02 -7.75977507e-02]
[ 9.11080741e-03 -1.45095749e-01 -2.89208498e-01 -4.49309825e-02
2.07602299e-01 -9.20978473e-02 1.66999408e-01 1.64451179e-01
1.09577834e-01 -2.64919154e-02]
[ 4.80923020e-02 -1.19481235e-03 -1.19919884e-01 3.69548292e-02
-6.75988794e-02 3.26138756e-01 2.59585082e-01 2.05289385e-01
-1.68978852e-01 -6.33536114e-02]
[ 1.21256502e-02 -2.28021184e-03 1.25317483e-01 1.16172631e-01
-4.09851687e-02 1.02903008e-01 -1.77698867e-01 -4.04041315e-02
2.17160535e-01 8.99952642e-02]
[ 1.00296967e-01 5.94679740e-02 -5.21727958e-02 -1.14801499e-01
-6.90129201e-02 -3.25588645e-01 1.27349708e-01 8.14668334e-03
1.32268958e-01 7.68982391e-02]
[ -9.52728931e-02 2.32319761e-02 -1.39317092e-02 2.69779111e-02
-3.83432234e-03 -2.04448339e-01 -1.00846701e-01 -1.95580544e-02
1.75403307e-02 1.33485713e-01]
[ -1.38112989e-01 -4.22226429e-02 -1.94469640e-01 4.02189993e-03
-2.75316886e-01 -7.01633966e-03 -3.32235439e-02 -2.29382519e-02
9.40388599e-03 7.20363621e-02]
[ -2.08211567e-02 -3.53983443e-02 -7.03275991e-02 -1.15842496e-01
4.94566984e-01 2.72359205e-01 5.07566571e-01 1.13844302e-01
-1.72670176e-01 -3.59371210e-01]
[ -1.69364618e-03 -3.09469293e-01 -2.25384500e-02 -5.35806323e-02
6.02288469e-01 9.47368285e-02 4.51377822e-01 9.25082920e-02
4.36685455e-02 -3.57762130e-01]
[ 1.76848448e-02 -3.83012192e-01 -3.97838584e-02 -9.97989902e-02
6.52483967e-01 2.15081111e-02 4.39472107e-01 4.92833192e-02
-3.56160628e-01 -2.07099264e-01]
[ -1.47754685e-01 -5.09500841e-01 4.93933060e-04 -1.75880173e-01
6.83390345e-01 -9.88692578e-02 5.39337284e-01 -8.08508404e-02
-4.67513357e-02 1.06312904e-01]
[ -2.72911837e-01 -3.23952958e-01 6.24266705e-02 -2.92094501e-02
8.65933012e-01 1.36622610e-01 3.48134559e-01 4.88826548e-02
-7.48934578e-02 -1.16935558e-01]
[ -1.70579547e-01 -1.95351727e-01 2.64876593e-01 -2.02413722e-01
5.37831900e-01 -5.72991918e-02 5.80750742e-01 1.55956327e-02
-2.24264931e-01 1.16581202e-02]
[ -1.06028970e-01 -1.51726643e-01 -1.70040452e-01 -7.10689173e-02
3.96704767e-01 -2.39561051e-01 1.07232196e-01 1.70998407e-01
1.33952161e-02 -8.81151617e-02]
[ 1.24999984e-01 2.61248650e-01 1.70122015e-01 -7.22466371e-02
-1.33858740e-01 4.37500116e-02 -1.75167710e-01 2.84757598e-01
8.81689927e-02 1.92151652e-01]
[ 3.41066743e-01 2.86409280e-01 -8.76050030e-02 3.06251206e-01
-8.78737066e-01 -2.84516946e-01 -4.47018768e-01 1.77372523e-01
3.71434127e-01 -5.19827005e-02]
[ 5.52588640e-02 1.64860696e-01 2.56507925e-01 2.63208077e-01
-9.41462824e-02 -1.99292665e-01 -2.00231500e-01 -1.32171487e-01
-1.30384711e-01 -2.74503441e-01]
[ 2.80193305e-02 -3.93578534e-02 -1.16033960e-01 -4.79972016e-02
2.34277348e-01 3.99607160e-02 -1.94488890e-02 -1.83935162e-01
3.94057514e-02 2.15097378e-01]
[ 7.10196867e-04 -5.45295389e-02 -6.62779456e-02 -5.00247793e-02
-1.44232443e-02 -1.75415111e-01 8.89976972e-02 1.02648875e-02
3.83052092e-02 9.37992757e-03]
[ 2.10282763e-02 4.50803827e-02 2.41536282e-01 6.33308176e-02
-1.92115895e-01 -1.30131473e-01 1.38114558e-01 3.93657015e-02
-1.94474561e-01 9.98820062e-02]
[ 5.56626035e-02 -1.25618789e-02 1.00743159e-01 -1.49337144e-02
-1.68516541e-01 7.76225209e-02 1.11870779e-01 -2.71494833e-01
-3.42459709e-02 -1.10210506e-01]
[ -2.70017354e-02 4.43707370e-02 7.74653588e-02 -5.18070106e-02
3.59447588e-02 1.89185896e-01 1.43516132e-01 1.17701103e-01
-3.77964343e-02 1.53973888e-01]
[ 2.11962485e-01 3.91443540e-02 2.46388071e-02 6.88789001e-02
9.57245469e-02 -1.76693967e-02 -1.32031359e-01 1.47789375e-01
-6.40405569e-02 -3.02119833e-02]
[ 2.43425197e-02 -6.51216525e-02 8.67406610e-03 1.59258756e-02
-3.29567808e-01 -1.14790288e-01 -1.58014021e-01 4.00587469e-02
1.01342886e-01 1.71521952e-01]
[ 1.75830594e-02 5.09328571e-01 1.08240847e-01 3.75613700e-01
-9.79305571e-01 -2.96083434e-01 -5.98163406e-01 -7.46411205e-02
2.56304755e-01 3.01427487e-01]
[ 1.66127389e-01 5.04811156e-01 5.62743875e-02 3.97294045e-01
-7.76834705e-01 -7.71060310e-02 -4.32700963e-01 1.49920009e-01
1.85651629e-01 4.73936647e-01]
[ 2.53749712e-01 2.81856465e-01 2.42452168e-01 1.33036800e-01
-3.67764474e-01 8.47810148e-02 -1.91650358e-01 1.62343079e-01
2.29238920e-01 6.69652895e-02]
[ -7.79499695e-02 2.03775318e-01 2.39630819e-01 8.92288719e-03
-1.37358759e-02 1.33413542e-01 -8.35034134e-02 -1.53533892e-02
-3.91407645e-02 4.43917159e-02]
[ -9.70656577e-02 -6.26602488e-03 2.53157812e-02 9.30681440e-02
-5.19177154e-02 1.16244971e-01 2.57002278e-01 2.03454564e-02
-2.74978162e-01 -9.31759738e-02]
[ -2.18459544e-01 -1.58385603e-02 -9.26485879e-02 -3.43309792e-01
1.77418353e-01 1.19825185e-01 9.81156523e-02 1.03678556e-01
-2.07067155e-01 3.31504905e-02]
[ 1.98184270e-02 -3.40590265e-01 -1.22599899e-01 -1.49119753e-01
3.32965709e-01 2.22802726e-02 1.43632636e-01 1.53314232e-01
-1.55143890e-01 -2.06774103e-01]
[ 1.50234813e-01 -1.41434000e-01 -1.37307942e-01 2.21773750e-03
1.21571480e-01 -6.24734012e-02 -2.37969168e-02 -1.48414655e-01
1.36286129e-01 -1.00802879e-01]
[ -1.23132676e-01 1.41118292e-01 2.56223238e-01 -2.88880610e-02
1.80500919e-01 9.05446416e-02 -5.83643864e-03 -2.98831621e-01
-1.27080419e-01 -6.65207851e-02]
[ -3.54446585e-01 8.65101039e-02 9.26441026e-03 -3.59462985e-02
1.56669234e-01 -1.67449715e-01 -3.03843972e-02 2.34810020e-01
-9.78430114e-02 7.25289481e-02]
[ 1.47381939e-01 1.04076984e-01 -2.39303687e-01 -9.55164771e-02
1.21122741e-01 -2.91201381e-01 1.34400609e-02 -1.68024901e-01
-6.22660760e-03 -1.91576306e-01]
[ 2.08435108e-01 -1.47123234e-01 6.00722400e-02 -2.83408750e-02
7.59260854e-02 -2.98153132e-02 -5.42156381e-03 -1.37198650e-01
1.07009644e-01 -1.83641028e-01]
[ -1.06912746e-01 -3.75432344e-02 1.19588377e-01 1.05298382e-01
4.13032488e-02 -1.10480817e-01 2.43224779e-01 -7.73594452e-02
1.81990418e-01 -6.72422018e-03]
[ 2.10438063e-02 -1.24379746e-01 2.14810354e-01 -2.17315694e-01
4.29052900e-02 1.05832091e-01 3.82511008e-03 -1.13071180e-01
3.85407660e-02 2.52496066e-01]]
[[ 0.54336433]
[ 1.38011034]
[ 0.2522373 ]
[ 0.78449615]
[-2.47948809]
[-0.28911397]
[-1.50271775]
[ 0.02582903]
[ 0.61426848]
[ 0.82614108]]
Progress: 18.6% ... Training loss: 0.308 ... Validation loss: 0.489[[ 1.61632816e-01 2.31580790e-01 -1.11310249e-01 1.06686318e-01
-5.16574720e-01 -7.00700677e-02 -7.31607657e-02 1.24043744e-01
-7.57464481e-02 1.94803495e-01]
[ 1.19959947e-02 1.61262117e-01 -2.13398429e-02 3.54966513e-02
1.10780963e-01 -4.01092119e-03 3.07343958e-01 4.10746397e-02
1.35329197e-01 -3.32719564e-02]
[ 1.87869998e-01 4.18401979e-01 2.53966678e-02 7.96886031e-02
1.18923132e-01 -5.09291811e-02 -5.06203422e-01 -3.47408576e-02
9.04145074e-02 3.24390151e-01]
[ -2.28832367e-02 -2.98971594e-01 -2.39735422e-01 2.59033965e-02
-2.48067961e-03 1.65169396e-01 1.28392252e-01 5.57969550e-02
1.81820161e-02 1.03482588e-01]
[ -3.28877924e-03 1.78426180e-01 -1.45675702e-01 4.23277706e-02
8.61628463e-02 -1.80349169e-01 2.50402172e-02 -1.19914858e-01
-1.85370091e-01 1.93568159e-02]
[ -3.51818864e-01 -3.40987796e-01 -2.87268172e-01 1.51361675e-01
1.59357238e-01 4.61732541e-02 4.04758578e-02 -3.54395505e-02
-5.71778629e-03 2.75403796e-02]
[ -1.83563833e-03 -1.57355652e-01 1.06531152e-02 9.59224214e-02
-3.67013738e-02 -7.23896253e-02 1.65950197e-01 -1.89508045e-01
1.86934211e-01 3.76409504e-02]
[ 1.14684631e-01 -2.16191071e-01 3.32699047e-02 -6.68684657e-02
1.35085314e-01 -4.52144084e-02 5.41602017e-02 1.22356047e-01
7.25112856e-02 -2.09290783e-02]
[ -1.64822150e-01 -6.28361228e-02 -3.02961281e-01 -1.44650505e-02
-3.11096524e-02 6.78295384e-02 -2.26047448e-01 -2.76320469e-02
2.64033611e-01 -1.16810337e-01]
[ 7.03563286e-02 -2.40146494e-01 9.33713375e-02 3.84924599e-02
1.21082204e-01 -1.12525844e-01 4.23522093e-02 -9.87303800e-02
1.33556335e-02 1.41527523e-01]
[ -7.92682760e-02 8.31231698e-02 -1.46275132e-03 -1.57382121e-01
4.29662635e-02 2.41186834e-02 8.79266938e-02 -1.02378458e-01
-2.26371392e-02 -1.26955546e-01]
[ -1.02233026e-01 -2.64860561e-02 -6.61178182e-02 1.87258559e-04
3.32623214e-01 9.82663223e-02 -5.59027906e-03 -1.52435252e-02
-1.61027460e-01 -1.97019707e-01]
[ -1.55803725e-01 6.75415779e-03 6.25267082e-02 2.34194033e-02
-1.76268782e-01 -2.20353409e-01 -1.81228537e-01 -1.96923308e-01
8.84909062e-02 1.76025999e-01]
[ -2.19142260e-01 -1.59839692e-01 1.18941830e-01 2.69954779e-01
-1.19938789e-01 -8.29870342e-02 -1.06718920e-01 -2.55171309e-01
-2.10376379e-01 2.62772680e-03]
[ 1.19054572e-01 -5.13214342e-02 -1.66506967e-02 1.22586356e-01
-1.99408618e-02 -8.65847759e-02 1.11687124e-01 4.31912898e-03
3.49469118e-02 2.55010145e-02]
[ 3.57148576e-02 -4.10657504e-02 -2.12048562e-01 1.46007452e-01
-4.57413201e-02 8.83522266e-02 -8.48621710e-02 -1.99761168e-02
-9.62437673e-02 -5.62366036e-03]
[ -1.24731620e-01 -5.97294027e-02 -2.04969344e-01 1.51021747e-01
-6.41534093e-03 1.36008771e-01 1.15269176e-02 -2.50326932e-01
6.42263652e-02 -2.04867708e-01]
[ -7.41988499e-02 -4.33512760e-02 2.74371484e-01 9.17971845e-02
1.42230767e-01 -5.95345240e-02 -1.18078097e-01 1.20513599e-01
6.48906954e-02 2.62703459e-02]
[ 4.42078609e-02 -3.73588873e-02 8.29756436e-02 7.63531088e-02
1.17957184e-01 -1.40721900e-02 2.71935070e-01 1.20226569e-01
-4.45567922e-02 -7.78674700e-02]
[ 8.38137835e-03 -1.46940147e-01 -2.89578021e-01 -4.60837447e-02
2.11016066e-01 -9.17289386e-02 1.68967197e-01 1.64414026e-01
1.08700397e-01 -2.75650559e-02]
[ 4.80110438e-02 -1.49543687e-03 -1.19929557e-01 3.68805066e-02
-6.74149052e-02 3.26179378e-01 2.59848712e-01 2.05288869e-01
-1.69023972e-01 -6.34781734e-02]
[ 1.16312628e-02 -3.58418407e-03 1.25078170e-01 1.15365535e-01
-3.84548018e-02 1.03197757e-01 -1.76218594e-01 -4.04314250e-02
2.16548119e-01 8.91444299e-02]
[ 1.00540195e-01 6.00615982e-02 -5.20691331e-02 -1.14483968e-01
-7.00580757e-02 -3.25712281e-01 1.26689672e-01 8.15722753e-03
1.32514802e-01 7.72563336e-02]
[ -9.51895013e-02 2.34084757e-02 -1.38941835e-02 2.71025781e-02
-4.10485664e-03 -2.04483156e-01 -1.00986557e-01 -1.95542129e-02
1.76337542e-02 1.33609630e-01]
[ -1.38124277e-01 -4.23440732e-02 -1.94428498e-01 4.02434602e-03
-2.75323808e-01 -7.02462682e-03 -3.31647124e-02 -2.29375840e-02
9.42475267e-03 7.20636096e-02]
[ -2.06925137e-02 -3.51403016e-02 -7.02502891e-02 -1.15595505e-01
4.93872485e-01 2.72270578e-01 5.07235531e-01 1.13852647e-01
-1.72487839e-01 -3.59136497e-01]
[ -1.59286300e-03 -3.09689940e-01 -2.25030411e-02 -5.34402072e-02
6.01793625e-01 9.46889742e-02 4.51493438e-01 9.25129327e-02
4.37871320e-02 -3.57625375e-01]
[ 1.74476499e-02 -3.83765036e-01 -3.99091642e-02 -1.00177908e-01
6.53734996e-01 2.16335514e-02 4.40253468e-01 4.92714398e-02
-3.56455424e-01 -2.07510874e-01]
[ -1.47858403e-01 -5.09762009e-01 4.44899794e-04 -1.76037223e-01
6.83783521e-01 -9.88133530e-02 5.39653248e-01 -8.08558400e-02
-4.68672480e-02 1.06212498e-01]
[ -2.73026472e-01 -3.24397738e-01 6.23792122e-02 -2.93307768e-02
8.66270162e-01 1.36680660e-01 3.48444026e-01 4.88793280e-02
-7.49889472e-02 -1.17068030e-01]
[ -1.70665652e-01 -1.95663967e-01 2.64834374e-01 -2.02540175e-01
5.38289556e-01 -5.72595864e-02 5.81030988e-01 1.55919127e-02
-2.24360456e-01 1.15260616e-02]
[ -1.06379225e-01 -1.52726203e-01 -1.70200910e-01 -7.15607446e-02
3.98183430e-01 -2.39379501e-01 1.08196839e-01 1.70982029e-01
1.30199311e-02 -8.85830464e-02]
[ 1.25833712e-01 2.63244183e-01 1.70509057e-01 -7.10400554e-02
-1.37562736e-01 4.33087401e-02 -1.77359681e-01 2.84795367e-01
8.90956335e-02 1.93349409e-01]
[ 3.41231489e-01 2.86794270e-01 -8.75293277e-02 3.06487880e-01
-8.79405289e-01 -2.84610084e-01 -4.47493668e-01 1.77380900e-01
3.71623769e-01 -5.17272125e-02]
[ 5.52498982e-02 1.64816370e-01 2.56500842e-01 2.63189633e-01
-9.40992981e-02 -1.99286254e-01 -2.00214355e-01 -1.32171945e-01
-1.30403770e-01 -2.74525674e-01]
[ 2.82984930e-02 -3.86576339e-02 -1.15902904e-01 -4.75839158e-02
2.33078082e-01 3.98317488e-02 -2.01945041e-02 -1.83922162e-01
3.97061161e-02 2.15492513e-01]
[ 2.52334806e-04 -5.56262577e-02 -6.64895318e-02 -5.07152629e-02
-1.23555930e-02 -1.75195786e-01 9.01941427e-02 1.02425449e-02
3.78337214e-02 8.64742786e-03]
[ 2.12096893e-02 4.54194471e-02 2.41631468e-01 6.35677803e-02
-1.92850395e-01 -1.30223685e-01 1.37591727e-01 3.93749305e-02
-1.94259701e-01 1.00139816e-01]
[ 5.54203864e-02 -1.32372928e-02 1.00608670e-01 -1.53683512e-02
-1.67255320e-01 7.77591027e-02 1.12556951e-01 -2.71508904e-01
-3.45740074e-02 -1.10606859e-01]
[ -2.70321022e-02 4.42926926e-02 7.74408236e-02 -5.18531168e-02
3.61902080e-02 1.89199440e-01 1.43569313e-01 1.17700102e-01
-3.78113391e-02 1.53890078e-01]
[ 2.12335715e-01 4.01890892e-02 2.48157665e-02 6.94199899e-02
9.41088304e-02 -1.78845014e-02 -1.33108032e-01 1.47805509e-01
-6.36372666e-02 -2.96558947e-02]
[ 2.42444409e-02 -6.54061641e-02 8.63396537e-03 1.57775173e-02
-3.29090224e-01 -1.14735763e-01 -1.57735413e-01 4.00539218e-02
1.01225410e-01 1.71374654e-01]
[ 1.73705239e-02 5.08741787e-01 1.08157888e-01 3.75363017e-01
-9.78870974e-01 -2.95979504e-01 -5.97576013e-01 -7.46486925e-02
2.56103049e-01 3.01116326e-01]
[ 1.66792219e-01 5.06273105e-01 5.65725852e-02 3.98177638e-01
-7.79467354e-01 -7.74245482e-02 -4.34319154e-01 1.49950362e-01
1.86361510e-01 4.74745326e-01]
[ 2.53609555e-01 2.81459507e-01 2.42428729e-01 1.32831416e-01
-3.67137073e-01 8.48497835e-02 -1.91255144e-01 1.62337095e-01
2.29099098e-01 6.67400946e-02]
[ -7.82296256e-02 2.03109526e-01 2.39508272e-01 8.52192600e-03
-1.24988675e-02 1.33558191e-01 -8.27281140e-02 -1.53661106e-02
-3.94545907e-02 4.39842797e-02]
[ -9.69976067e-02 -6.11136293e-03 2.53565733e-02 9.31933064e-02
-5.23362943e-02 1.16198255e-01 2.56837300e-01 2.03493160e-02
-2.74899268e-01 -9.30367080e-02]
[ -2.18323719e-01 -1.54310414e-02 -9.25710599e-02 -3.43066121e-01
1.76712253e-01 1.19734958e-01 9.77118765e-02 1.03686568e-01
-2.06877075e-01 3.33842635e-02]
[ 1.94386906e-02 -3.41664410e-01 -1.22775995e-01 -1.49653638e-01
3.34685700e-01 2.24700790e-02 1.44727443e-01 1.53298793e-01
-1.55575441e-01 -2.07373667e-01]
[ 1.50062392e-01 -1.42014407e-01 -1.37383137e-01 2.00974744e-03
1.22313885e-01 -6.23986932e-02 -2.32812137e-02 -1.48421924e-01
1.36097655e-01 -1.01081737e-01]
[ -1.23472223e-01 1.40227026e-01 2.56068661e-01 -2.93567620e-02
1.82003240e-01 9.07070221e-02 -4.89435155e-03 -2.98844418e-01
-1.27446149e-01 -6.70376058e-02]
[ -3.54120392e-01 8.70522322e-02 9.43799765e-03 -3.54958807e-02
1.55287192e-01 -1.67645665e-01 -3.11838522e-02 2.34828014e-01
-9.74585710e-02 7.28929226e-02]
[ 1.47088711e-01 1.03213368e-01 -2.39387593e-01 -9.59549326e-02
1.22509278e-01 -2.91056895e-01 1.42928082e-02 -1.68037909e-01
-6.53101114e-03 -1.92027942e-01]
[ 2.08215778e-01 -1.48279412e-01 5.99287465e-02 -2.88214336e-02
7.74699995e-02 -2.96864035e-02 -4.53514267e-03 -1.37213006e-01
1.06659205e-01 -1.84130348e-01]
[ -1.07145992e-01 -3.81055126e-02 1.19466972e-01 1.04955088e-01
4.23485362e-02 -1.10354863e-01 2.43980087e-01 -7.73734933e-02
1.81753713e-01 -7.07469442e-03]
[ 2.21643118e-02 -1.22015346e-01 2.15363189e-01 -2.15557194e-01
3.72340552e-02 1.05227061e-01 9.93885667e-04 -1.13012696e-01
3.99017773e-02 2.54264684e-01]]
[[ 0.54144381]
[ 1.37771953]
[ 0.25221799]
[ 0.78480241]
[-2.48024404]
[-0.28570902]
[-1.49917946]
[ 0.02727106]
[ 0.61508535]
[ 0.82665603]]
Progress: 18.6% ... Training loss: 0.308 ... Validation loss: 0.494[[ 1.61872130e-01 2.31353512e-01 -1.11141583e-01 1.07296811e-01
-5.17488625e-01 -7.02869773e-02 -7.29571155e-02 1.24066472e-01
-7.52195982e-02 1.95056941e-01]
[ 1.19032767e-02 1.60947130e-01 -2.13753228e-02 3.54253289e-02
1.11085599e-01 -3.98546991e-03 3.07728201e-01 4.10714822e-02
1.35273776e-01 -3.33876027e-02]
[ 1.90112781e-01 4.23437464e-01 2.64582259e-02 8.26682577e-02
1.10184232e-01 -5.20332404e-02 -5.11893440e-01 -3.46297390e-02
9.29075387e-02 3.27680115e-01]
[ -2.29327098e-02 -2.98795823e-01 -2.39849541e-01 2.52659211e-02
-5.62270844e-04 1.65375871e-01 1.28660568e-01 5.57760734e-02
1.79224696e-02 1.03114434e-01]
[ -5.66326757e-03 1.71785380e-01 -1.46866282e-01 3.88589654e-02
9.68186809e-02 -1.79102903e-01 3.22322120e-02 -1.20032695e-01
-1.88414629e-01 1.54698679e-02]
[ -3.51526085e-01 -3.41071029e-01 -2.87109809e-01 1.52119627e-01
1.57437796e-01 4.58981600e-02 4.03260235e-02 -3.54137353e-02
-5.22065767e-03 2.80829018e-02]
[ -2.36035956e-03 -1.58504455e-01 1.03996586e-02 9.51654898e-02
-3.41133150e-02 -7.21054154e-02 1.67364870e-01 -1.89535238e-01
1.86278042e-01 3.68661202e-02]
[ 1.16846864e-01 -2.11807646e-01 3.43244881e-02 -6.35722241e-02
1.25454449e-01 -4.64243865e-02 4.90678343e-02 1.22472634e-01
7.51274983e-02 -1.77827664e-02]
[ -1.65778459e-01 -6.51434411e-02 -3.03409553e-01 -1.58284392e-02
-2.71925991e-02 6.83232503e-02 -2.23132792e-01 -2.76798120e-02
2.63046226e-01 -1.18330617e-01]
[ 7.04853651e-02 -2.39977928e-01 9.34343850e-02 3.89132159e-02
1.19044674e-01 -1.12731044e-01 4.27611023e-02 -9.87160929e-02
1.37196031e-02 1.41486075e-01]
[ -7.82117354e-02 8.43456538e-02 -8.98917615e-04 -1.55553850e-01
3.90268527e-02 2.35110048e-02 8.57101839e-02 -1.02315335e-01
-2.12438941e-02 -1.25184858e-01]
[ -1.02444621e-01 -2.70330347e-02 -6.62334815e-02 -1.27896241e-04
3.33554958e-01 9.83720506e-02 -4.69553627e-03 -1.52534911e-02
-1.61314887e-01 -1.97355223e-01]
[ -1.55803725e-01 6.75415779e-03 6.25267082e-02 2.34194033e-02
-1.76268782e-01 -2.20353409e-01 -1.81228537e-01 -1.96923308e-01
8.84909062e-02 1.76025999e-01]
[ -2.19150795e-01 -1.60510080e-01 1.18941389e-01 2.70148366e-01
-1.20100509e-01 -8.30611974e-02 -1.06516597e-01 -2.55165316e-01
-2.10320302e-01 2.64901166e-03]
[ 1.19387466e-01 -5.04810436e-02 -1.64848082e-02 1.23104495e-01
-2.17999235e-02 -8.67829341e-02 1.10906678e-01 4.33761993e-03
3.53836957e-02 2.60449442e-02]
[ 3.54757232e-02 -4.18145117e-02 -2.12161815e-01 1.45709530e-01
-4.45610400e-02 8.84726287e-02 -8.39727694e-02 -1.99868781e-02
-9.65148969e-02 -6.00168766e-03]
[ -1.24967686e-01 -6.01344467e-02 -2.05093002e-01 1.50702820e-01
-5.42278943e-03 1.36132260e-01 1.20546713e-02 -2.50338946e-01
6.39314213e-02 -2.05233374e-01]
[ -7.44596014e-02 -4.40653443e-02 2.74245025e-01 9.14104466e-02
1.43656449e-01 -5.93898884e-02 -1.17264906e-01 1.20499751e-01
6.45972139e-02 2.59427864e-02]
[ 4.46347890e-02 -3.60405812e-02 8.31654069e-02 7.70157116e-02
1.15952549e-01 -1.43192848e-02 2.70647687e-01 1.20249857e-01
-4.40841291e-02 -7.71691385e-02]
[ 8.27512293e-03 -1.47366639e-01 -2.89631341e-01 -4.62530664e-02
2.11302742e-01 -9.16814054e-02 1.69238931e-01 1.64408866e-01
1.08568635e-01 -2.76951696e-02]
[ 4.89117949e-02 -2.60980794e-04 -1.19482641e-01 3.82774489e-02
-7.08529084e-02 3.25676772e-01 2.57972406e-01 2.05336600e-01
-1.67879403e-01 -6.21071424e-02]
[ 1.26432093e-02 -1.05442484e-03 1.25578433e-01 1.16845559e-01
-4.33424639e-02 1.02645429e-01 -1.78501023e-01 -4.03767766e-02
2.17755358e-01 9.04199267e-02]
[ 1.00496741e-01 5.99412402e-02 -5.20842817e-02 -1.14517185e-01
-6.97753046e-02 -3.25681767e-01 1.26888581e-01 8.15558276e-03
1.32495027e-01 7.71915947e-02]
[ -9.56079427e-02 2.24147045e-02 -1.40918482e-02 2.65080400e-02
-2.26807235e-03 -2.04271698e-01 -9.98250119e-02 -1.95756735e-02
1.71841211e-02 1.32962125e-01]
[ -1.38510178e-01 -4.33440321e-02 -1.94590168e-01 3.50758756e-03
-2.74022667e-01 -6.83545862e-03 -3.19158807e-02 -2.29554044e-02
9.03793350e-03 7.14608705e-02]
[ -2.01843251e-02 -3.39594090e-02 -7.00123159e-02 -1.14816790e-01
4.91753894e-01 2.71996151e-01 5.06103276e-01 1.13879005e-01
-1.71889510e-01 -3.58361034e-01]
[ -1.76165065e-03 -3.10171999e-01 -2.25809941e-02 -5.36752952e-02
6.02457326e-01 9.47745548e-02 4.52002643e-01 9.25049515e-02
4.36381366e-02 -3.57882521e-01]
[ 1.77828162e-02 -3.83266545e-01 -3.97487870e-02 -9.96494158e-02
6.52170446e-01 2.14389844e-02 4.39539140e-01 4.92898334e-02
-3.56076735e-01 -2.07005787e-01]
[ -1.48230621e-01 -5.10765734e-01 2.84566323e-04 -1.76547512e-01
6.85320437e-01 -9.86361734e-02 5.40751432e-01 -8.08738992e-02
-4.72327309e-02 1.05692193e-01]
[ -2.72902436e-01 -3.24175189e-01 6.24483090e-02 -2.91200108e-02
8.65690409e-01 1.36605867e-01 3.48173817e-01 4.88868039e-02
-7.48200774e-02 -1.16852473e-01]
[ -1.70702413e-01 -1.95736073e-01 2.64820046e-01 -2.02582880e-01
5.38493998e-01 -5.72441137e-02 5.81116312e-01 1.55904460e-02
-2.24400191e-01 1.14806284e-02]
[ -1.06595914e-01 -1.53263863e-01 -1.70292116e-01 -7.18770319e-02
3.99133088e-01 -2.39270606e-01 1.08806195e-01 1.70970865e-01
1.27696689e-02 -8.89196439e-02]
[ 1.25831019e-01 2.63355682e-01 1.70503071e-01 -7.10718500e-02
-1.37471040e-01 4.33183278e-02 -1.77266432e-01 2.84789273e-01
8.90497639e-02 1.93234562e-01]
[ 3.41751737e-01 2.88082266e-01 -8.72815251e-02 3.07281716e-01
-8.81541929e-01 -2.84905196e-01 -4.48948183e-01 1.77410567e-01
3.72314584e-01 -5.09026506e-02]
[ 5.50477316e-02 1.64244364e-01 2.56408150e-01 2.62886633e-01
-9.31978519e-02 -1.99173001e-01 -1.99635229e-01 -1.32182838e-01
-1.30641249e-01 -2.74874075e-01]
[ 2.81195619e-02 -3.91498748e-02 -1.15992666e-01 -4.78622949e-02
2.33770358e-01 3.99289609e-02 -1.97237809e-02 -1.83931772e-01
3.95203567e-02 2.15259415e-01]
[ 2.58910133e-04 -5.56085757e-02 -6.64858550e-02 -5.07039296e-02
-1.23915362e-02 -1.75199683e-01 9.01747074e-02 1.02428849e-02
3.78418464e-02 8.65889765e-03]
[ 2.08536848e-02 4.44391186e-02 2.41445784e-01 6.29933213e-02
-1.91150525e-01 -1.30030002e-01 1.38631347e-01 3.93550040e-02
-1.94709794e-01 9.95697889e-02]
[ 5.57257009e-02 -1.23962312e-02 1.00754334e-01 -1.48464175e-02
-1.68854408e-01 7.75677236e-02 1.11621140e-01 -2.71490129e-01
-3.41905247e-02 -1.10062182e-01]
[ -2.72390377e-02 4.37715273e-02 7.73427797e-02 -5.21703097e-02
3.72291639e-02 1.89309662e-01 1.44217729e-01 1.17688878e-01
-3.80672837e-02 1.53618463e-01]
[ 2.12114247e-01 3.96448687e-02 2.47291951e-02 6.90920643e-02
9.51206532e-02 -1.77665963e-02 -1.32523778e-01 1.47794172e-01
-6.39011073e-02 -3.00071379e-02]
[ 2.48874578e-02 -6.37842209e-02 8.96472433e-03 1.67907137e-02
-3.32223410e-01 -1.15061139e-01 -1.59380771e-01 4.00888733e-02
1.02008579e-01 1.72363535e-01]
[ 1.82545106e-02 5.10077883e-01 1.08579776e-01 3.76783505e-01
-9.82469337e-01 -2.96457396e-01 -5.99357131e-01 -7.45974748e-02
2.57212240e-01 3.02413166e-01]
[ 1.66427802e-01 5.05383734e-01 5.63941405e-02 3.97726418e-01
-7.78522401e-01 -7.73063474e-02 -4.33015084e-01 1.49935498e-01
1.85934209e-01 4.73944448e-01]
[ 2.54058637e-01 2.82579789e-01 2.42663348e-01 1.33546862e-01
-3.69390863e-01 8.45929297e-02 -1.92508483e-01 1.62362604e-01
2.29626256e-01 6.75081219e-02]
[ -7.83913596e-02 2.02676199e-01 2.39401040e-01 8.25666071e-03
-1.15516254e-02 1.33652492e-01 -8.23429992e-02 -1.53749858e-02
-3.96312056e-02 4.37228220e-02]
[ -9.70585956e-02 -6.32995909e-03 2.53117434e-02 9.31192006e-02
-5.20665035e-02 1.16225162e-01 2.57051859e-01 2.03469977e-02
-2.74970729e-01 -9.31315568e-02]
[ -2.18456961e-01 -1.57608290e-02 -9.26196102e-02 -3.43220410e-01
1.77168095e-01 1.19789732e-01 9.80492653e-02 1.03681294e-01
-2.06995124e-01 3.32095590e-02]
[ 1.93200940e-02 -3.41982239e-01 -1.22835018e-01 -1.49831971e-01
3.35251797e-01 2.25340532e-02 1.45062350e-01 1.53292637e-01
-1.55716593e-01 -2.07529902e-01]
[ 1.49775432e-01 -1.42564847e-01 -1.37539053e-01 1.89545337e-03
1.22689371e-01 -6.23213096e-02 -2.23671483e-02 -1.48429787e-01
1.35767076e-01 -1.01468207e-01]
[ -1.21948273e-01 1.43419718e-01 2.56813892e-01 -2.69637946e-02
1.75842634e-01 8.98301380e-02 -8.51294702e-03 -2.98760360e-01
-1.25597341e-01 -6.47059531e-02]
[ -3.53212432e-01 8.91922463e-02 9.85380419e-03 -3.41865167e-02
1.51310702e-01 -1.68118591e-01 -3.34695857e-02 2.34868468e-01
-9.64637326e-02 7.40565694e-02]
[ 1.48326877e-01 1.05410196e-01 -2.38806792e-01 -9.41629494e-02
1.17845331e-01 -2.91709210e-01 1.13130886e-02 -1.67971339e-01
-5.05965949e-03 -1.90130913e-01]
[ 2.07474992e-01 -1.50049508e-01 5.95739867e-02 -2.99079094e-02
8.07311044e-02 -2.93039381e-02 -2.44395983e-03 -1.37250261e-01
1.05808500e-01 -1.85271572e-01]
[ -1.07454668e-01 -3.90111063e-02 1.19360459e-01 1.04498707e-01
4.35350718e-02 -1.10207541e-01 2.44950497e-01 -7.73870205e-02
1.81491577e-01 -7.66541448e-03]
[ 2.08046396e-02 -1.25474679e-01 2.14749756e-01 -2.17460485e-01
4.21667767e-02 1.05914865e-01 4.98940196e-03 -1.13077688e-01
3.84999861e-02 2.52384495e-01]]
[[ 0.54782034]
[ 1.38534227]
[ 0.25850443]
[ 0.79067494]
[-2.4766539 ]
[-0.28082937]
[-1.49666896]
[ 0.03319033]
[ 0.62097597]
[ 0.83179425]]
Progress: 18.6% ... Training loss: 0.307 ... Validation loss: 0.491[[ 1.60118220e-01 2.26507384e-01 -1.11966885e-01 1.04473542e-01
-5.08171330e-01 -6.92351322e-02 -6.78487593e-02 1.23956670e-01
-7.72169947e-02 1.92461373e-01]
[ 1.15830951e-02 1.60057673e-01 -2.15422806e-02 3.49206220e-02
1.12630924e-01 -3.81357120e-03 3.08602473e-01 4.10511350e-02
1.34903127e-01 -3.39161562e-02]
[ 1.88982700e-01 4.19538878e-01 2.57587524e-02 8.00111944e-02
1.17624024e-01 -5.11016052e-02 -5.08263660e-01 -3.47264428e-02
9.13066175e-02 3.25694683e-01]
[ -2.60476747e-02 -3.04159445e-01 -2.41194300e-01 2.14688692e-02
1.12298784e-02 1.66648527e-01 1.35869954e-01 5.56016214e-02
1.46183863e-02 9.93670679e-02]
[ -2.51592156e-03 1.78511261e-01 -1.45326465e-01 4.34113308e-02
8.31252145e-02 -1.80601601e-01 2.42529724e-02 -1.19844094e-01
-1.85016491e-01 1.99405492e-02]
[ -3.52066640e-01 -3.42498913e-01 -2.87309638e-01 1.51627532e-01
1.59291517e-01 4.60976802e-02 4.21065959e-02 -3.54374874e-02
-5.65296110e-03 2.73078405e-02]
[ -3.35300242e-03 -1.61465672e-01 9.95487275e-03 9.35621796e-02
-2.89006331e-02 -7.15343263e-02 1.70255808e-01 -1.89595575e-01
1.85249278e-01 3.53749216e-02]
[ 1.15094289e-01 -2.16533648e-01 3.34436602e-02 -6.63868121e-02
1.33674155e-01 -4.54150574e-02 5.41994672e-02 1.22356560e-01
7.30158865e-02 -2.04644740e-02]
[ -1.65278320e-01 -6.40881904e-02 -3.03161800e-01 -1.51173847e-02
-2.92764887e-02 6.81039507e-02 -2.24363216e-01 -2.76506011e-02
2.63572597e-01 -1.17606215e-01]
[ 6.82153221e-02 -2.46236987e-01 9.23111686e-02 3.51878343e-02
1.30199762e-01 -1.11343220e-01 4.96189236e-02 -9.88672057e-02
1.11389027e-02 1.37871400e-01]
[ -7.85122623e-02 8.33831287e-02 -1.04721305e-03 -1.55956076e-01
4.05350752e-02 2.36475687e-02 8.69265956e-02 -1.02330200e-01
-2.15708967e-02 -1.25666408e-01]
[ -1.02659684e-01 -2.78713027e-02 -6.62396585e-02 -1.99227266e-04
3.34093868e-01 9.84083016e-02 -4.19704922e-03 -1.52584661e-02
-1.61453492e-01 -1.97482563e-01]
[ -1.55803725e-01 6.75415779e-03 6.25267082e-02 2.34194033e-02
-1.76268782e-01 -2.20353409e-01 -1.81228537e-01 -1.96923308e-01
8.84909062e-02 1.76025999e-01]
[ -2.19539513e-01 -1.61629101e-01 1.18796845e-01 2.69777602e-01
-1.18680242e-01 -8.29172545e-02 -1.05403918e-01 -2.55182861e-01
-2.10669974e-01 2.07293096e-03]
[ 1.19360452e-01 -5.03123684e-02 -1.64799782e-02 1.23150077e-01
-2.19448298e-02 -8.67866654e-02 1.11120856e-01 4.33814289e-03
3.54316940e-02 2.60156265e-02]
[ 3.48448739e-02 -4.34919488e-02 -2.12460395e-01 1.44848653e-01
-4.19593411e-02 8.87673220e-02 -8.22370218e-02 -2.00220719e-02
-9.72104401e-02 -6.92314789e-03]
[ -1.24515411e-01 -5.95838959e-02 -2.04870690e-01 1.51182586e-01
-6.34674966e-03 1.36007467e-01 1.12725120e-02 -2.50315514e-01
6.44702614e-02 -2.04643005e-01]
[ -7.50914966e-02 -4.55099307e-02 2.73943331e-01 9.04874212e-02
1.46263980e-01 -5.90813335e-02 -1.15597338e-01 1.20461375e-01
6.38682985e-02 2.50641921e-02]
[ 4.41177728e-02 -3.74968877e-02 8.29310195e-02 7.61978556e-02
1.18494630e-01 -1.40447660e-02 2.72009835e-01 1.20218395e-01
-4.46321265e-02 -7.79643778e-02]
[ 7.33647090e-03 -1.49968479e-01 -2.90102849e-01 -4.77387314e-02
2.15675292e-01 -9.11554794e-02 1.71867488e-01 1.64347289e-01
1.07544703e-01 -2.91919993e-02]
[ 4.81270496e-02 -2.25028124e-03 -1.19876790e-01 3.70225159e-02
-6.69677641e-02 3.26115060e-01 2.60223505e-01 2.05284182e-01
-1.68853591e-01 -6.33699281e-02]
[ 1.28240525e-02 -6.00261390e-04 1.25670710e-01 1.17123338e-01
-4.44167594e-02 1.02567969e-01 -1.78887696e-01 -4.03643222e-02
2.17916087e-01 9.08418975e-02]
[ 1.01120146e-01 6.14152385e-02 -5.17966950e-02 -1.13617118e-01
-7.24899935e-02 -3.25967211e-01 1.25263404e-01 8.19274099e-03
1.33170517e-01 7.81018878e-02]
[ -9.55216608e-02 2.26159028e-02 -1.40522480e-02 2.66424794e-02
-2.65246584e-03 -2.04320176e-01 -1.00068799e-01 -1.95702811e-02
1.72901698e-02 1.33104890e-01]
[ -1.38719726e-01 -4.39639780e-02 -1.94669601e-01 3.18413606e-03
-2.73007474e-01 -6.72083663e-03 -3.12773396e-02 -2.29687443e-02
8.78276687e-03 7.11322145e-02]
[ -2.02690728e-02 -3.43253689e-02 -7.00314490e-02 -1.14890659e-01
4.91990824e-01 2.72025753e-01 5.06464238e-01 1.13875706e-01
-1.71948656e-01 -3.58522300e-01]
[ -1.97429899e-03 -3.10731705e-01 -2.26847398e-02 -5.39971180e-02
6.03421414e-01 9.48847886e-02 4.52602989e-01 9.24915929e-02
4.33850267e-02 -3.58220740e-01]
[ 1.77432071e-02 -3.83366634e-01 -3.97688567e-02 -9.97116769e-02
6.52327909e-01 2.14603902e-02 4.39656488e-01 4.92873663e-02
-3.56124279e-01 -2.07063180e-01]
[ -1.48078882e-01 -5.10516141e-01 3.63287174e-04 -1.76284813e-01
6.84585146e-01 -9.87273712e-02 5.40417146e-01 -8.08628036e-02
-4.70252797e-02 1.05969655e-01]
[ -2.72823747e-01 -3.23998442e-01 6.25154036e-02 -2.89179725e-02
8.65238232e-01 1.36537112e-01 3.47922339e-01 4.88951971e-02
-7.46718528e-02 -1.16664975e-01]
[ -1.71847750e-01 -1.98410123e-01 2.64299442e-01 -2.04231618e-01
5.43613288e-01 -5.66655292e-02 5.84027035e-01 1.55221261e-02
-2.25694509e-01 9.96363988e-03]
[ -1.07086364e-01 -1.54390901e-01 -1.70520846e-01 -7.25827166e-02
4.01296355e-01 -2.39025653e-01 1.10069620e-01 1.70941290e-01
1.22309263e-02 -8.96515979e-02]
[ 1.25544082e-01 2.62751466e-01 1.70350650e-01 -7.15581130e-02
-1.35793486e-01 4.34853050e-02 -1.76466137e-01 2.84767639e-01
8.86999568e-02 1.92920872e-01]
[ 3.40658839e-01 2.85356760e-01 -8.78442954e-02 3.05563435e-01
-8.76327817e-01 -2.84293477e-01 -4.45936966e-01 1.77337068e-01
3.71148512e-01 -5.26734608e-02]
[ 5.47699415e-02 1.63741274e-01 2.56278799e-01 2.62472636e-01
-9.19043074e-02 -1.99019037e-01 -1.98871176e-01 -1.32200541e-01
-1.30974151e-01 -2.75303931e-01]
[ 2.77883807e-02 -4.00739025e-02 -1.16173121e-01 -4.83986187e-02
2.35259811e-01 4.01061157e-02 -1.88417502e-02 -1.83957936e-01
3.91453278e-02 2.14797347e-01]
[ 4.39842572e-04 -5.53507030e-02 -6.64110433e-02 -5.04969348e-02
-1.30655861e-02 -1.75234933e-01 8.99574158e-02 1.02507608e-02
3.80006144e-02 8.73600977e-03]
[ 2.06047464e-02 4.39725479e-02 2.41326501e-01 6.26396726e-02
-1.90088280e-01 -1.29929491e-01 1.39237236e-01 3.93403444e-02
-1.95011327e-01 9.92532366e-02]
[ 5.59609970e-02 -1.18157087e-02 1.00870123e-01 -1.44825452e-02
-1.70010369e-01 7.74393194e-02 1.10930665e-01 -2.71475840e-01
-3.39274397e-02 -1.09684729e-01]
[ -2.69761459e-02 4.44048269e-02 7.74836360e-02 -5.17749859e-02
3.59305064e-02 1.89179143e-01 1.43544285e-01 1.17705658e-01
-3.77532998e-02 1.53990121e-01]
[ 2.11654184e-01 3.84680548e-02 2.45020724e-02 6.83957421e-02
9.73015097e-02 -1.75277276e-02 -1.31267138e-01 1.47765030e-01
-6.44472498e-02 -3.07329942e-02]
[ 2.52247016e-02 -6.29762161e-02 9.12233954e-03 1.72682455e-02
-3.33740006e-01 -1.15216655e-01 -1.60231152e-01 4.01087482e-02
1.02383950e-01 1.72814537e-01]
[ 1.90475821e-02 5.11240978e-01 1.08977267e-01 3.77848767e-01
-9.85452446e-01 -2.96775193e-01 -6.00809361e-01 -7.45474735e-02
2.58085543e-01 3.03535518e-01]
[ 1.66866346e-01 5.06413401e-01 5.66206040e-02 3.98374008e-01
-7.80509740e-01 -7.75386575e-02 -4.34163795e-01 1.49966520e-01
1.86467664e-01 4.74537772e-01]
[ 2.54148282e-01 2.82798654e-01 2.42703495e-01 1.33663124e-01
-3.69757765e-01 8.45473560e-02 -1.92708518e-01 1.62367975e-01
2.29713658e-01 6.76007952e-02]
[ -7.84233101e-02 2.02604088e-01 2.39382397e-01 8.21137331e-03
-1.13858244e-02 1.33669564e-01 -8.22802375e-02 -1.53765099e-02
-3.96668763e-02 4.36684175e-02]
[ -9.71640611e-02 -6.60901739e-03 2.52625216e-02 9.29701007e-02
-5.16406582e-02 1.16277600e-01 2.57343643e-01 2.03408078e-02
-2.75088459e-01 -9.32872150e-02]
[ -2.18759850e-01 -1.65780930e-02 -9.27708375e-02 -3.43686769e-01
1.78571184e-01 1.19954151e-01 9.88821644e-02 1.03662564e-01
-2.07349835e-01 3.27482130e-02]
[ 1.90773131e-02 -3.42764257e-01 -1.22928920e-01 -1.50090527e-01
3.36070564e-01 2.26321132e-02 1.45693028e-01 1.53283248e-01
-1.55951490e-01 -2.07807941e-01]
[ 1.48637478e-01 -1.44814719e-01 -1.38066714e-01 3.56331095e-04
1.27237554e-01 -6.17475519e-02 -1.93557471e-02 -1.48497394e-01
1.34633666e-01 -1.03238224e-01]
[ -1.22754068e-01 1.41249632e-01 2.56406575e-01 -2.82048950e-02
1.79630324e-01 9.02660241e-02 -6.29535118e-03 -2.98810980e-01
-1.26557055e-01 -6.59797897e-02]
[ -3.52524673e-01 8.98766195e-02 1.02105975e-02 -3.32380143e-02
1.48669248e-01 -1.68408075e-01 -3.46622082e-02 2.34912695e-01
-9.56295009e-02 7.50284119e-02]
[ 1.47526997e-01 1.03198389e-01 -2.39207043e-01 -9.54234134e-02
1.21637592e-01 -2.91276942e-01 1.36521352e-02 -1.68023559e-01
-6.02676210e-03 -1.91413329e-01]
[ 2.07954257e-01 -1.49017223e-01 5.98400383e-02 -2.91900752e-02
7.86387615e-02 -2.95746216e-02 -3.59551464e-03 -1.37214331e-01
1.06390066e-01 -1.84603473e-01]
[ -1.07379367e-01 -3.90288926e-02 1.19404596e-01 1.04631018e-01
4.32953775e-02 -1.10234344e-01 2.44848325e-01 -7.73822506e-02
1.81594854e-01 -7.49833528e-03]
[ 1.95203099e-02 -1.28601639e-01 2.14140315e-01 -2.19417384e-01
4.82143543e-02 1.06620562e-01 8.44042775e-03 -1.13163122e-01
3.69948298e-02 2.50680178e-01]]
[[ 0.53518037]
[ 1.37926852]
[ 0.24847334]
[ 0.78065975]
[-2.48914708]
[-0.29194756]
[-1.50895658]
[ 0.02166067]
[ 0.61006176]
[ 0.82032375]]
Progress: 18.7% ... Training loss: 0.312 ... Validation loss: 0.495[[ 1.64059199e-01 2.36021640e-01 -1.09944832e-01 1.10599193e-01
-5.26804459e-01 -7.14258179e-02 -7.85362729e-02 1.24130490e-01
-7.23565199e-02 1.98457736e-01]
[ 1.21844262e-02 1.61550242e-01 -2.12674072e-02 3.58344044e-02
1.09985332e-01 -4.15040272e-03 3.06873669e-01 4.10757369e-02
1.35568544e-01 -3.30458587e-02]
[ 1.94272954e-01 4.32859663e-01 2.83494650e-02 8.79610939e-02
9.31361876e-02 -5.39667861e-02 -5.23142510e-01 -3.44948301e-02
9.77263795e-02 3.33667438e-01]
[ -2.61979532e-02 -3.03827836e-01 -2.41324369e-01 2.12715353e-02
1.33721931e-02 1.66560173e-01 1.35663602e-01 5.55886776e-02
1.40850419e-02 9.94107815e-02]
[ -1.84406448e-03 1.79235264e-01 -1.44943557e-01 4.42672186e-02
7.89956283e-02 -1.80928303e-01 2.29631590e-02 -1.19802552e-01
-1.83749360e-01 2.09716446e-02]
[ -3.53283314e-01 -3.45978321e-01 -2.87826908e-01 1.49993069e-01
1.63631911e-01 4.66542554e-02 4.59487536e-02 -3.54796675e-02
-6.88624216e-03 2.54406184e-02]
[ -1.81234225e-03 -1.57513561e-01 1.06766196e-02 9.57777345e-02
-3.55543717e-02 -7.23242944e-02 1.65867597e-01 -1.89535579e-01
1.87072257e-01 3.77692406e-02]
[ 1.18449472e-01 -2.08504224e-01 3.51309139e-02 -6.09922698e-02
1.16923895e-01 -4.73403586e-02 4.48114483e-02 1.22509120e-01
7.71750577e-02 -1.52652954e-02]
[ -1.64028852e-01 -6.11552497e-02 -3.02617907e-01 -1.32978427e-02
-3.39002534e-02 6.74358566e-02 -2.27764035e-01 -2.75998022e-02
2.64906479e-01 -1.15702776e-01]
[ 7.16564561e-02 -2.38566941e-01 9.40565066e-02 4.06676665e-02
1.12957665e-01 -1.13297594e-01 4.04184758e-02 -9.87117895e-02
1.55504851e-02 1.43188645e-01]
[ -7.77710309e-02 8.52443956e-02 -7.00497718e-04 -1.54779188e-01
3.78559069e-02 2.32041154e-02 8.49678990e-02 -1.02295403e-01
-2.07684480e-02 -1.24554020e-01]
[ -1.01913413e-01 -2.59675492e-02 -6.58960891e-02 9.39228798e-04
3.30327764e-01 9.79793404e-02 -6.37279612e-03 -1.52275039e-02
-1.60584773e-01 -1.96282483e-01]
[ -1.55803725e-01 6.75415779e-03 6.25267082e-02 2.34194033e-02
-1.76268782e-01 -2.20353409e-01 -1.81228537e-01 -1.96923308e-01
8.84909062e-02 1.76025999e-01]
[ -2.20043977e-01 -1.63124551e-01 1.18574618e-01 2.69154903e-01
-1.17200006e-01 -8.26865922e-02 -1.03880797e-01 -2.55200731e-01
-2.11207009e-01 1.32812283e-03]
[ 1.18954905e-01 -5.13981390e-02 -1.66596604e-02 1.22598996e-01
-2.02075457e-02 -8.66078404e-02 1.12278453e-01 4.32313667e-03
3.50127306e-02 2.53946534e-02]
[ 3.56351070e-02 -4.16237911e-02 -2.12056397e-01 1.46012997e-01
-4.54966417e-02 8.83006867e-02 -8.42567075e-02 -1.99874177e-02
-9.62122960e-02 -5.74982543e-03]
[ -1.23826104e-01 -5.78797426e-02 -2.04572599e-01 1.52109381e-01
-9.40470023e-03 1.35666383e-01 9.40556508e-03 -2.50291708e-01
6.52584768e-02 -2.03610430e-01]
[ -7.46585886e-02 -4.43785930e-02 2.74164868e-01 9.11324152e-02
1.44511084e-01 -5.92915802e-02 -1.16864500e-01 1.20481131e-01
6.44020634e-02 2.58108500e-02]
[ 4.48818459e-02 -3.59251671e-02 8.33120278e-02 7.74781455e-02
1.14600118e-01 -1.44108613e-02 2.70005974e-01 1.20255232e-01
-4.35930521e-02 -7.67248052e-02]
[ 8.27664897e-03 -1.47535378e-01 -2.89636699e-01 -4.62215671e-02
2.11019714e-01 -9.17180831e-02 1.69290650e-01 1.64390540e-01
1.08684008e-01 -2.77295423e-02]
[ 4.93764545e-02 8.03240235e-04 -1.19244470e-01 3.89899738e-02
-7.32316318e-02 3.25357466e-01 2.56492716e-01 2.05339677e-01
-1.67309646e-01 -6.14813726e-02]
[ 1.30285577e-02 -1.09750935e-04 1.25788715e-01 1.17470521e-01
-4.54613715e-02 1.02437924e-01 -1.79437675e-01 -4.03550201e-02
2.18130403e-01 9.11586666e-02]
[ 1.01922245e-01 6.33487354e-02 -5.14371622e-02 -1.12442598e-01
-7.51774002e-02 -3.26401495e-01 1.23010237e-01 8.22507436e-03
1.34009902e-01 7.93402305e-02]
[ -9.51009320e-02 2.36031684e-02 -1.38755045e-02 2.72446672e-02
-4.47933310e-03 -2.04538007e-01 -1.01191001e-01 -1.95530086e-02
1.77533943e-02 1.33734694e-01]
[ -1.39174515e-01 -4.51209554e-02 -1.94889454e-01 2.52815793e-03
-2.71191373e-01 -6.47069221e-03 -2.99023201e-02 -2.29873999e-02
8.26214205e-03 7.03996535e-02]
[ -2.02197314e-02 -3.42162343e-02 -7.00084247e-02 -1.14817180e-01
4.91754261e-01 2.71999587e-01 5.06364716e-01 1.13877761e-01
-1.71891251e-01 -3.58445923e-01]
[ -1.87876264e-03 -3.10631343e-01 -2.26437375e-02 -5.38366872e-02
6.02980653e-01 9.48266076e-02 4.52440507e-01 9.24959392e-02
4.35042081e-02 -3.58083382e-01]
[ 1.79279930e-02 -3.83094708e-01 -3.96885255e-02 -9.94466161e-02
6.51610886e-01 2.13601889e-02 4.39247612e-01 4.92943395e-02
-3.55916420e-01 -2.06802799e-01]
[ -1.48248996e-01 -5.10921704e-01 2.81543410e-04 -1.76539809e-01
6.85264617e-01 -9.86327705e-02 5.40875356e-01 -8.08699190e-02
-4.72232640e-02 1.05705497e-01]
[ -2.72576213e-01 -3.23483958e-01 6.26462815e-02 -2.84734241e-02
8.64207471e-01 1.36369090e-01 3.47269142e-01 4.89074301e-02
-7.43307786e-02 -1.16217896e-01]
[ -1.71836099e-01 -1.98381655e-01 2.64305052e-01 -2.04214045e-01
5.43568641e-01 -5.66721213e-02 5.83996737e-01 1.55226152e-02
-2.25680970e-01 9.98195683e-03]
[ -1.07149699e-01 -1.54552035e-01 -1.70551903e-01 -7.26712133e-02
4.01499010e-01 -2.38991051e-01 1.10278842e-01 1.70938702e-01
1.21628570e-02 -8.97465095e-02]
[ 1.25395932e-01 2.62702543e-01 1.70323977e-01 -7.16577376e-02
-1.35601460e-01 4.35303462e-02 -1.76240612e-01 2.84762996e-01
8.85878958e-02 1.92738110e-01]
[ 3.42692816e-01 2.90773257e-01 -8.68694359e-02 3.08604442e-01
-8.84497017e-01 -2.85382689e-01 -4.51651719e-01 1.77423192e-01
3.73394857e-01 -4.94350748e-02]
[ 5.46583386e-02 1.63427903e-01 2.56217691e-01 2.62273142e-01
-9.13226745e-02 -1.98947394e-01 -1.98546574e-01 -1.32205923e-01
-1.31120537e-01 -2.75489745e-01]
[ 2.76684531e-02 -4.04847845e-02 -1.16232538e-01 -4.85858037e-02
2.35828608e-01 4.01749734e-02 -1.84619238e-02 -1.83962475e-01
3.89980661e-02 2.14591039e-01]
[ 6.90289183e-04 -5.47099579e-02 -6.62984548e-02 -5.01384164e-02
-1.41632410e-02 -1.75351502e-01 8.92520472e-02 1.02590547e-02
3.82826914e-02 9.11315338e-03]
[ 2.14221912e-02 4.61469934e-02 2.41704286e-01 6.39162508e-02
-1.94166211e-01 -1.30409505e-01 1.36739484e-01 3.93762069e-02
-1.94043807e-01 1.00534236e-01]
[ 5.65248556e-02 -1.03045978e-02 1.01140205e-01 -1.36360199e-02
-1.72513460e-01 7.71152639e-02 1.09286357e-01 -2.71453797e-01
-3.32633829e-02 -1.08855154e-01]
[ -2.67140405e-02 4.50738287e-02 7.75988899e-02 -5.13522601e-02
3.48998204e-02 1.89023111e-01 1.42797642e-01 1.17717438e-01
-3.74567093e-02 1.54392239e-01]
[ 2.12197172e-01 3.99359336e-02 2.47474422e-02 6.92614381e-02
9.46213533e-02 -1.78619861e-02 -1.32826238e-01 1.47789020e-01
-6.37817562e-02 -2.98850755e-02]
[ 2.51615216e-02 -6.30276838e-02 9.09259115e-03 1.71582034e-02
-3.33358783e-01 -1.15180914e-01 -1.60055123e-01 4.01066299e-02
1.02300154e-01 1.72681902e-01]
[ 1.82726801e-02 5.08670311e-01 1.08623616e-01 3.76777640e-01
-9.83164688e-01 -2.96270026e-01 -5.98296882e-01 -7.45777784e-02
2.57291731e-01 3.02378045e-01]
[ 1.68160998e-01 5.09207969e-01 5.72731938e-02 4.00234913e-01
-7.86377674e-01 -7.82840075e-02 -4.37409161e-01 1.50024167e-01
1.88106258e-01 4.76328246e-01]
[ 2.54226549e-01 2.82960416e-01 2.42762268e-01 1.33853618e-01
-3.70389179e-01 8.44824164e-02 -1.92936490e-01 1.62373138e-01
2.29859726e-01 6.77320039e-02]
[ -7.85504249e-02 2.02266400e-01 2.39322454e-01 8.02049027e-03
-1.07997679e-02 1.33733897e-01 -8.19259817e-02 -1.53812877e-02
-3.98047125e-02 4.34674813e-02]
[ -9.71521284e-02 -6.58395688e-03 2.52661885e-02 9.29872513e-02
-5.16929682e-02 1.16271553e-01 2.57322989e-01 2.03412593e-02
-2.75075182e-01 -9.32734336e-02]
[ -2.18571104e-01 -1.61398071e-02 -9.26855309e-02 -3.43417045e-01
1.77716029e-01 1.19848008e-01 9.83429987e-02 1.03670298e-01
-2.07132592e-01 3.30434248e-02]
[ 1.89510094e-02 -3.43353224e-01 -1.22967074e-01 -1.50203918e-01
3.36338860e-01 2.26671207e-02 1.45973445e-01 1.53280706e-01
-1.56057853e-01 -2.07899559e-01]
[ 1.48250114e-01 -1.45773617e-01 -1.38246750e-01 -1.41629811e-04
1.28334502e-01 -6.15712606e-02 -1.83521347e-02 -1.48512021e-01
1.34239097e-01 -1.03832184e-01]
[ -1.20582961e-01 1.46415456e-01 2.57475137e-01 -2.48268274e-02
1.70520465e-01 8.89983587e-02 -1.22240884e-02 -2.98714182e-01
-1.24014276e-01 -6.27379850e-02]
[ -3.52478827e-01 8.97591698e-02 1.02803462e-02 -3.30077891e-02
1.48265491e-01 -1.68500781e-01 -3.48300929e-02 2.34919475e-01
-9.55224319e-02 7.52899819e-02]
[ 1.48241544e-01 1.04298021e-01 -2.38847878e-01 -9.43017101e-02
1.18096428e-01 -2.91616411e-01 1.20174735e-02 -1.67991125e-01
-5.07374173e-03 -1.90286953e-01]
[ 2.09309057e-01 -1.45508236e-01 6.05245617e-02 -2.72039547e-02
7.22773212e-02 -3.03061048e-02 -7.30116743e-03 -1.37155435e-01
1.08055204e-01 -1.82508046e-01]
[ -1.06955986e-01 -3.79304259e-02 1.19591198e-01 1.05232103e-01
4.14071207e-02 -1.10468251e-01 2.43690282e-01 -7.73656671e-02
1.82066870e-01 -6.88551439e-03]
[ 2.01266300e-02 -1.26963134e-01 2.14387371e-01 -2.18441449e-01
4.47345130e-02 1.06282714e-01 6.69690366e-03 -1.13138810e-01
3.77321278e-02 2.51565854e-01]]
[[ 0.56297184]
[ 1.40547259]
[ 0.26973593]
[ 0.80415508]
[-2.4709325 ]
[-0.27390383]
[-1.49269573]
[ 0.04282566]
[ 0.63352392]
[ 0.84547574]]
Progress: 18.8% ... Training loss: 0.314 ... Validation loss: 0.485[[ 1.61133213e-01 2.28480405e-01 -1.11326010e-01 1.06198185e-01
-5.13138938e-01 -6.99585712e-02 -7.04498570e-02 1.23905568e-01
-7.56628160e-02 1.94017603e-01]
[ 1.25658731e-02 1.62458148e-01 -2.10834813e-02 3.63547816e-02
1.08583480e-01 -4.33664438e-03 3.05894695e-01 4.11049419e-02
1.35997068e-01 -3.24786875e-02]
[ 1.90628003e-01 4.24597802e-01 2.66426555e-02 8.21142705e-02
1.11051785e-01 -5.21288798e-02 -5.14399023e-01 -3.47905030e-02
9.36762298e-02 3.28371643e-01]
[ -2.63157485e-02 -3.04102275e-01 -2.41552272e-01 2.10903320e-02
1.32307662e-02 1.66795441e-01 1.35436921e-01 5.55578190e-02
1.40298600e-02 9.94518643e-02]
[ -2.71920720e-03 1.77281184e-01 -1.45458334e-01 4.30374541e-02
8.20771747e-02 -1.80629957e-01 2.50594473e-02 -1.19853800e-01
-1.85078766e-01 1.98851567e-02]
[ -3.53245425e-01 -3.46484101e-01 -2.87814265e-01 1.50159338e-01
1.63067396e-01 4.65907177e-02 4.63693100e-02 -3.54719293e-02
-6.80870017e-03 2.53906548e-02]
[ -2.42911639e-03 -1.59152455e-01 1.04269502e-02 9.48287663e-02
-3.24768434e-02 -7.20100289e-02 1.67651497e-01 -1.89581564e-01
1.86352297e-01 3.66830843e-02]
[ 1.16038229e-01 -2.14842070e-01 3.39834400e-02 -6.46774794e-02
1.28164192e-01 -4.61354044e-02 5.12088056e-02 1.22320041e-01
7.44268532e-02 -1.86973597e-02]
[ -1.66427334e-01 -6.72673527e-02 -3.03751800e-01 -1.67709109e-02
-2.33083274e-02 6.85573719e-02 -2.21562769e-01 -2.77836717e-02
2.62405465e-01 -1.19368094e-01]
[ 6.80091660e-02 -2.48800721e-01 9.23392743e-02 3.51930996e-02
1.29820903e-01 -1.11563277e-01 5.06333901e-02 -9.89899113e-02
1.14773281e-02 1.37702743e-01]
[ -7.89289409e-02 8.23339023e-02 -1.22788530e-03 -1.56417982e-01
4.24290319e-02 2.37493035e-02 8.79103354e-02 -1.02384011e-01
-2.19316507e-02 -1.26383451e-01]
[ -1.02496823e-01 -2.74178977e-02 -6.61698620e-02 1.11613725e-04
3.33236636e-01 9.82770326e-02 -4.72706735e-03 -1.52719692e-02
-1.61240050e-01 -1.97200652e-01]
[ -1.55803725e-01 6.75415779e-03 6.25267082e-02 2.34194033e-02
-1.76268782e-01 -2.20353409e-01 -1.81228537e-01 -1.96923308e-01
8.84909062e-02 1.76025999e-01]
[ -2.20213022e-01 -1.63947524e-01 1.18491250e-01 2.68958263e-01
-1.16869411e-01 -8.26176902e-02 -1.03176712e-01 -2.55213018e-01
-2.11403349e-01 9.78052194e-04]
[ 1.18924660e-01 -5.14872649e-02 -1.66615375e-02 1.22596545e-01
-2.00963660e-02 -8.66059456e-02 1.12394087e-01 4.32095901e-03
3.49990801e-02 2.53685216e-02]
[ 3.51277638e-02 -4.30029821e-02 -2.12298532e-01 1.45303281e-01
-4.35453834e-02 8.85301919e-02 -8.27471518e-02 -2.00216064e-02
-9.67665619e-02 -6.55477689e-03]
[ -1.23521204e-01 -5.71730145e-02 -2.04435821e-01 1.52533825e-01
-1.03675775e-02 1.35525575e-01 8.65346990e-03 -2.50267863e-01
6.55967844e-02 -2.03174980e-01]
[ -7.45524871e-02 -4.42037970e-02 2.74245141e-01 9.12288238e-02
1.44318856e-01 -5.93312809e-02 -1.16954035e-01 1.20488651e-01
6.45008221e-02 2.58193044e-02]
[ 4.44723297e-02 -3.69458408e-02 8.31223224e-02 7.68647747e-02
1.16520629e-01 -1.42059453e-02 2.71043253e-01 1.20222474e-01
-4.40787559e-02 -7.73282846e-02]
[ 8.07488422e-03 -1.48063550e-01 -2.89750836e-01 -4.66264564e-02
2.12306388e-01 -9.16087346e-02 1.69859214e-01 1.64369773e-01
1.08404226e-01 -2.80759384e-02]
[ 4.90473059e-02 -2.71638585e-04 -1.19325970e-01 3.85837468e-02
-7.14579662e-02 3.25489963e-01 2.57487297e-01 2.05325200e-01
-1.67547247e-01 -6.19341796e-02]
[ 1.03417455e-02 -6.87324504e-03 1.24458178e-01 1.13466642e-01
-3.41666240e-02 1.03782407e-01 -1.72736039e-01 -4.05692792e-02
2.15217081e-01 8.72991463e-02]
[ 1.00138801e-01 5.90357815e-02 -5.22689084e-02 -1.15001306e-01
-6.73696081e-02 -3.25589795e-01 1.27675653e-01 8.08836525e-03
1.32053994e-01 7.66702801e-02]
[ -9.48931802e-02 2.40224047e-02 -1.37887219e-02 2.75217432e-02
-5.07298563e-03 -2.04633314e-01 -1.01652139e-01 -1.95363636e-02
1.79502173e-02 1.34017065e-01]
[ -1.39064561e-01 -4.50248758e-02 -1.94836674e-01 2.68513218e-03
-2.71573802e-01 -6.52092579e-03 -3.00932216e-02 -2.29789812e-02
8.37318753e-03 7.05531833e-02]
[ -2.05900739e-02 -3.52318774e-02 -7.01976055e-02 -1.15397633e-01
4.93515893e-01 2.72192079e-01 5.07458897e-01 1.13848088e-01
-1.72350028e-01 -3.59052142e-01]
[ -2.00021424e-03 -3.10996542e-01 -2.26885232e-02 -5.39674390e-02
6.03391278e-01 9.48712034e-02 4.52884111e-01 9.24896447e-02
4.34004449e-02 -3.58273256e-01]
[ 1.80108501e-02 -3.83307236e-01 -3.96553931e-02 -9.93238002e-02
6.51361273e-01 2.13174732e-02 4.39269505e-01 4.93008622e-02
-3.55834401e-01 -2.06714275e-01]
[ -1.48475765e-01 -5.11397646e-01 1.71941208e-04 -1.76866996e-01
6.86204327e-01 -9.85214084e-02 5.41408492e-01 -8.08871026e-02
-4.74802032e-02 1.05397755e-01]
[ -2.72868298e-01 -3.24168070e-01 6.25090912e-02 -2.88850699e-02
8.65346251e-01 1.36514199e-01 3.48026633e-01 4.88853241e-02
-7.46514282e-02 -1.16619735e-01]
[ -1.72674728e-01 -2.00322306e-01 2.63901357e-01 -2.05430181e-01
5.47243608e-01 -5.62633885e-02 5.86170952e-01 1.54583850e-02
-2.26611817e-01 8.75519466e-03]
[ -1.07484892e-01 -1.55381288e-01 -1.70713471e-01 -7.31584988e-02
4.02971298e-01 -2.38830976e-01 1.11126502e-01 1.70913306e-01
1.17899714e-02 -9.02420273e-02]
[ 1.25105084e-01 2.61801680e-01 1.70190668e-01 -7.20428776e-02
-1.34325865e-01 4.36725844e-02 -1.75407659e-01 2.84739992e-01
8.82906241e-02 1.92311574e-01]
[ 3.42526575e-01 2.90058123e-01 -8.69644972e-02 3.08317434e-01
-8.83632262e-01 -2.85268554e-01 -4.51443363e-01 1.77402747e-01
3.73328487e-01 -4.96541753e-02]
[ 5.41429629e-02 1.62173888e-01 2.55973224e-01 2.61497757e-01
-8.89160759e-02 -1.98696328e-01 -1.97260887e-01 -1.32246827e-01
-1.31740890e-01 -2.76271945e-01]
[ 2.74441196e-02 -4.10767834e-02 -1.16335896e-01 -4.88886827e-02
2.36796602e-01 4.02761769e-02 -1.78525446e-02 -1.83978835e-01
3.87582463e-02 2.14284712e-01]
[ 2.47934500e-04 -5.58111570e-02 -6.65032200e-02 -5.07848002e-02
-1.22179143e-02 -1.75160566e-01 9.04203439e-02 1.02245968e-02
3.78020732e-02 8.48122172e-03]
[ 2.10481184e-02 4.53676060e-02 2.41499032e-01 6.33016740e-02
-1.92302122e-01 -1.30247038e-01 1.37704549e-01 3.93442849e-02
-1.94513603e-01 9.98678831e-02]
[ 5.58745669e-02 -1.19353460e-02 1.00830783e-01 -1.46503001e-02
-1.69447259e-01 7.74351720e-02 1.10880929e-01 -2.71506278e-01
-3.40500777e-02 -1.09843424e-01]
[ -2.68384692e-02 4.48502201e-02 7.75452700e-02 -5.15449895e-02
3.53219578e-02 1.89071592e-01 1.43110738e-01 1.17709349e-01
-3.75937952e-02 1.54182193e-01]
[ 2.12000940e-01 3.94752937e-02 2.46539235e-02 6.89846909e-02
9.54753475e-02 -1.77691735e-02 -1.32317325e-01 1.47773967e-01
-6.39888509e-02 -3.01797965e-02]
[ 2.50013788e-02 -6.34038187e-02 9.00954823e-03 1.68925697e-02
-3.32541899e-01 -1.15091690e-01 -1.59566063e-01 4.00933166e-02
1.02099180e-01 1.72403048e-01]
[ 1.84162216e-02 5.08916672e-01 1.08704622e-01 3.76984003e-01
-9.83724670e-01 -2.96327919e-01 -5.98353601e-01 -7.45639710e-02
2.57475974e-01 3.02505260e-01]
[ 1.68581684e-01 5.10025360e-01 5.75504938e-02 4.00940974e-01
-7.88590478e-01 -7.85150381e-02 -4.38444579e-01 1.50066862e-01
1.88714800e-01 4.76965905e-01]
[ 2.53718176e-01 2.81731223e-01 2.42533087e-01 1.33097525e-01
-3.68047274e-01 8.47243395e-02 -1.91578655e-01 1.62333391e-01
2.29290907e-01 6.69575781e-02]
[ -7.88163032e-02 2.01549610e-01 2.39183292e-01 7.60596620e-03
-9.57813793e-03 1.33873027e-01 -8.12269123e-02 -1.54026417e-02
-4.01190517e-02 4.30487974e-02]
[ -9.70893461e-02 -6.49014766e-03 2.52893155e-02 9.31006546e-02
-5.20050216e-02 1.16234891e-01 2.57271523e-01 2.03466261e-02
-2.75018084e-01 -9.31747131e-02]
[ -2.18341436e-01 -1.56631669e-02 -9.25790667e-02 -3.43127388e-01
1.77002491e-01 1.19739769e-01 9.77514119e-02 1.03687139e-01
-2.06882901e-01 3.33733485e-02]
[ 1.87259029e-02 -3.44079007e-01 -1.23066316e-01 -1.50498357e-01
3.37286974e-01 2.27649658e-02 1.46607252e-01 1.53266291e-01
-1.56297987e-01 -2.08189701e-01]
[ 1.47396397e-01 -1.48003361e-01 -1.38673166e-01 -1.37863372e-03
1.31097050e-01 -6.11195286e-02 -1.62847487e-02 -1.48581831e-01
1.33498909e-01 -1.05214924e-01]
[ -1.20436678e-01 1.46644625e-01 2.57557990e-01 -2.46033777e-02
1.70331846e-01 8.89113867e-02 -1.26490581e-02 -2.98697732e-01
-1.23840052e-01 -6.24976168e-02]
[ -3.54073000e-01 8.57534965e-02 9.51400240e-03 -3.53972314e-02
1.55867728e-01 -1.67719929e-01 -3.04153769e-02 2.34793942e-01
-9.74307940e-02 7.28834556e-02]
[ 1.47745963e-01 1.02293900e-01 -2.39028667e-01 -9.49856383e-02
1.20546808e-01 -2.91464857e-01 1.37436760e-02 -1.68020917e-01
-5.53525891e-03 -1.91140350e-01]
[ 2.08961553e-01 -1.46535344e-01 6.03805438e-02 -2.77584639e-02
7.43738727e-02 -3.01346749e-02 -6.15233551e-03 -1.37180138e-01
1.07652368e-01 -1.83090358e-01]
[ -1.07574171e-01 -3.93349870e-02 1.19322040e-01 1.04399594e-01
4.39734037e-02 -1.10201868e-01 2.45383515e-01 -7.74093956e-02
1.81456227e-01 -7.77258887e-03]
[ 1.85008970e-02 -1.31115717e-01 2.13572851e-01 -2.20908483e-01
5.17903685e-02 1.07124931e-01 1.08745831e-02 -1.13272889e-01
3.57898129e-02 2.49204033e-01]]
[[ 0.5411492 ]
[ 1.38585163]
[ 0.24972468]
[ 0.78446991]
[-2.49246839]
[-0.29087086]
[-1.51002013]
[ 0.0235794 ]
[ 0.61153386]
[ 0.8223095 ]]
Progress: 18.8% ... Training loss: 0.311 ... Validation loss: 0.492[[ 1.59428168e-01 2.24446875e-01 -1.12161259e-01 1.03557537e-01
-5.04472039e-01 -6.90044671e-02 -6.56199919e-02 1.23830037e-01
-7.76330113e-02 1.91298657e-01]
[ 1.25493435e-02 1.62367914e-01 -2.11042034e-02 3.63211045e-02
1.08624558e-01 -4.32949951e-03 3.05933968e-01 4.11041387e-02
1.35985829e-01 -3.25231406e-02]
[ 1.87355640e-01 4.18637720e-01 2.49494126e-02 7.66100095e-02
1.25469020e-01 -5.02095485e-02 -5.07154300e-01 -3.49469937e-02
8.94343268e-02 3.22975806e-01]
[ -2.32859789e-02 -2.98142915e-01 -2.40058729e-01 2.60050085e-02
-9.84254559e-04 1.65114634e-01 1.28401581e-01 5.56955858e-02
1.77175963e-02 1.04430487e-01]
[ -4.23449863e-03 1.74583899e-01 -1.46154340e-01 4.08604947e-02
8.81184164e-02 -1.79868810e-01 2.87580870e-02 -1.19919062e-01
-1.86793095e-01 1.76334679e-02]
[ -3.53038711e-01 -3.47067576e-01 -2.87662366e-01 1.50738125e-01
1.62275680e-01 4.63733948e-02 4.67808660e-02 -3.54536257e-02
-6.37337624e-03 2.58456500e-02]
[ -2.54982481e-03 -1.59485267e-01 1.03382745e-02 9.45732925e-02
-3.07728802e-02 -7.19310527e-02 1.68132312e-01 -1.89586894e-01
1.86155890e-01 3.63839285e-02]
[ 1.15483737e-01 -2.16129560e-01 3.37089610e-02 -6.55418227e-02
1.30293898e-01 -4.58490506e-02 5.29809960e-02 1.22295230e-01
7.37505290e-02 -1.95560359e-02]
[ -1.66196513e-01 -6.67716901e-02 -3.03651473e-01 -1.64161275e-02
-2.43980537e-02 6.84371314e-02 -2.22160081e-01 -2.77737557e-02
2.62661129e-01 -1.19019653e-01]
[ 6.72274192e-02 -2.51049142e-01 9.19391516e-02 3.39351325e-02
1.34114040e-01 -1.11145673e-01 5.32218407e-02 -9.90224873e-02
1.05090546e-02 1.36400921e-01]
[ -7.88320042e-02 8.25099497e-02 -1.15072185e-03 -1.56167398e-01
4.18641941e-02 2.36441773e-02 8.79555992e-02 -1.02376183e-01
-2.17407919e-02 -1.26169075e-01]
[ -1.02049679e-01 -2.70536389e-02 -6.59578317e-02 9.32749444e-04
3.31460564e-01 9.79923217e-02 -5.29353211e-03 -1.52491430e-02
-1.60644379e-01 -1.96467601e-01]
[ -1.55803725e-01 6.75415779e-03 6.25267082e-02 2.34194033e-02
-1.76268782e-01 -2.20353409e-01 -1.81228537e-01 -1.96923308e-01
8.84909062e-02 1.76025999e-01]
[ -2.20162537e-01 -1.63924149e-01 1.18536163e-01 2.69056534e-01
-1.16977059e-01 -8.26614706e-02 -1.03274672e-01 -2.55208558e-01
-2.11273353e-01 1.09430834e-03]
[ 1.19425080e-01 -5.11468488e-02 -1.63982091e-02 1.23553135e-01
-2.23306919e-02 -8.69646226e-02 1.11890020e-01 4.34925771e-03
3.56780546e-02 2.62285797e-02]
[ 3.41874312e-02 -4.54171909e-02 -2.12728442e-01 1.43951450e-01
-3.92484546e-02 8.90155696e-02 -8.02306729e-02 -2.00616941e-02
-9.78186479e-02 -8.00011140e-03]
[ -1.23111911e-01 -5.61530717e-02 -2.04238517e-01 1.53158994e-01
-1.21644641e-02 1.35289790e-01 7.78828877e-03 -2.50250533e-01
6.60846449e-02 -2.02507007e-01]
[ -7.47083179e-02 -4.44354687e-02 2.74174502e-01 9.10198649e-02
1.45385778e-01 -5.92509315e-02 -1.16589374e-01 1.20483075e-01
6.43225132e-02 2.56088538e-02]
[ 4.46388134e-02 -3.66712913e-02 8.31559254e-02 7.70003027e-02
1.16229202e-01 -1.42571328e-02 2.70682431e-01 1.20228745e-01
-4.39633485e-02 -7.72519816e-02]
[ 7.29567336e-03 -1.50029570e-01 -2.90117603e-01 -4.78106920e-02
2.15679831e-01 -9.12055913e-02 1.71932364e-01 1.64334704e-01
1.07500667e-01 -2.91684874e-02]
[ 4.84659226e-02 -1.75617359e-03 -1.19633828e-01 3.76032201e-02
-6.85960330e-02 3.25837474e-01 2.59256592e-01 2.05296296e-01
-1.68306905e-01 -6.29171159e-02]
[ 1.11547613e-02 -4.72593213e-03 1.24865563e-01 1.14763719e-01
-3.80789118e-02 1.03330012e-01 -1.74833958e-01 -4.05299951e-02
2.16205252e-01 8.85316378e-02]
[ 1.00578238e-01 6.00867984e-02 -5.20691944e-02 -1.14358664e-01
-6.94327855e-02 -3.25824340e-01 1.26449632e-01 8.10690359e-03
1.32533723e-01 7.73265008e-02]
[ -9.51590966e-02 2.34899400e-02 -1.39129662e-02 2.71436770e-02
-3.80682015e-03 -2.04483862e-01 -1.00912802e-01 -1.95481998e-02
1.76596611e-02 1.33606166e-01]
[ -1.38958686e-01 -4.49607041e-02 -1.94794432e-01 2.84722678e-03
-2.72081215e-01 -6.58262360e-03 -3.03369249e-02 -2.29736121e-02
8.49547487e-03 7.07316552e-02]
[ -2.06576579e-02 -3.55417694e-02 -7.02202892e-02 -1.15462721e-01
4.93937128e-01 2.72222227e-01 5.07666792e-01 1.13845691e-01
-1.72410380e-01 -3.59150385e-01]
[ -2.49023058e-03 -3.12124562e-01 -2.29201664e-02 -5.46968580e-02
6.05616983e-01 9.51428128e-02 4.54183742e-01 9.24675665e-02
4.28456096e-02 -3.59035651e-01]
[ 1.83099275e-02 -3.83042469e-01 -3.95363939e-02 -9.88532041e-02
6.50343907e-01 2.11440835e-02 4.38849964e-01 4.93149117e-02
-3.55501063e-01 -2.06303910e-01]
[ -1.48885519e-01 -5.12545850e-01 -2.00723795e-05 -1.77492544e-01
6.87939859e-01 -9.83083445e-02 5.42585051e-01 -8.09051500e-02
-4.79635802e-02 1.04811444e-01]
[ -2.72644286e-01 -3.23909299e-01 6.26531288e-02 -2.84251477e-02
8.64228979e-01 1.36352173e-01 3.47597394e-01 4.88985804e-02
-7.42955837e-02 -1.16171320e-01]
[ -1.72364365e-01 -1.99831586e-01 2.64099667e-01 -2.04810053e-01
5.45706222e-01 -5.64871648e-02 5.85567071e-01 1.54767783e-02
-2.26139533e-01 9.38388697e-03]
[ -1.07662763e-01 -1.55759586e-01 -1.70793210e-01 -7.34249524e-02
4.03707375e-01 -2.38732176e-01 1.11628685e-01 1.70905415e-01
1.15868252e-02 -9.05146699e-02]
[ 1.24772459e-01 2.61184962e-01 1.70035458e-01 -7.25240014e-02
-1.32873912e-01 4.38526110e-02 -1.74610991e-01 2.84724464e-01
8.78944361e-02 1.91789104e-01]
[ 3.42904076e-01 2.91061284e-01 -8.67806990e-02 3.08865630e-01
-8.85370195e-01 -2.85461951e-01 -4.52520132e-01 1.77418950e-01
3.73744954e-01 -4.90551282e-02]
[ 5.39873559e-02 1.61769437e-01 2.55898188e-01 2.61251826e-01
-8.82160466e-02 -1.98616070e-01 -1.96865857e-01 -1.32254113e-01
-1.31933018e-01 -2.76512327e-01]
[ 2.69937750e-02 -4.22810475e-02 -1.16556411e-01 -4.95821846e-02
2.38856212e-01 4.05256824e-02 -1.65683921e-02 -1.83999524e-01
3.82318668e-02 2.13592405e-01]
[ -3.94991838e-04 -5.74602189e-02 -6.68324735e-02 -5.18205342e-02
-9.08686295e-03 -1.74826659e-01 9.22944137e-02 1.01939288e-02
3.70032936e-02 7.44280226e-03]
[ 2.13343100e-02 4.60928847e-02 2.41634468e-01 6.37904799e-02
-1.93887854e-01 -1.30415180e-01 1.36815875e-01 3.93594989e-02
-1.94118521e-01 1.00337423e-01]
[ 5.60162436e-02 -1.15779007e-02 1.00894928e-01 -1.44635591e-02
-1.70035565e-01 7.73697340e-02 1.10523566e-01 -2.71501901e-01
-3.38877093e-02 -1.09624406e-01]
[ -2.66578656e-02 4.52677292e-02 7.76309287e-02 -5.12603200e-02
3.44498847e-02 1.88972552e-01 1.42716916e-01 1.17717110e-01
-3.73787303e-02 1.54486544e-01]
[ 2.11558584e-01 3.87102319e-02 2.44486928e-02 6.83020146e-02
9.74807459e-02 -1.75558254e-02 -1.31299688e-01 1.47754562e-01
-6.45358394e-02 -3.09030489e-02]
[ 2.53784906e-02 -6.23038529e-02 9.20582171e-03 1.75157075e-02
-3.34459522e-01 -1.15298942e-01 -1.60605123e-01 4.01119643e-02
1.02571191e-01 1.73008204e-01]
[ 1.93752862e-02 5.11088082e-01 1.09106212e-01 3.78251249e-01
-9.87040319e-01 -2.96790983e-01 -6.00560569e-01 -7.45221079e-02
2.58478029e-01 3.03769903e-01]
[ 1.68846802e-01 5.10679192e-01 5.76694188e-02 4.01286285e-01
-7.89550901e-01 -7.86475495e-02 -4.39184843e-01 1.50078361e-01
1.89015658e-01 4.77362471e-01]
[ 2.53516674e-01 2.81197373e-01 2.42439337e-01 1.32827508e-01
-3.67157575e-01 8.48249016e-02 -1.91047276e-01 1.62325731e-01
2.29065759e-01 6.66536649e-02]
[ -7.87125446e-02 2.01817842e-01 2.39230476e-01 7.75764383e-03
-1.00703733e-02 1.33816020e-01 -8.15019473e-02 -1.53980359e-02
-4.00017533e-02 4.31989263e-02]
[ -9.74592293e-02 -7.42904575e-03 2.51129186e-02 9.25779456e-02
-5.02802019e-02 1.16430478e-01 2.58327017e-01 2.03308723e-02
-2.75440100e-01 -9.37421702e-02]
[ -2.18315323e-01 -1.56379411e-02 -9.25685227e-02 -3.43071832e-01
1.76840663e-01 1.19721129e-01 9.77675319e-02 1.03688361e-01
-2.06841477e-01 3.34299119e-02]
[ 1.86781144e-02 -3.44446722e-01 -1.23100673e-01 -1.50568389e-01
3.37461920e-01 2.27896008e-02 1.46948299e-01 1.53264681e-01
-1.56354487e-01 -2.08288788e-01]
[ 1.47821999e-01 -1.46814430e-01 -1.38436436e-01 -6.21922739e-04
1.28781184e-01 -6.13518337e-02 -1.73919156e-02 -1.48557831e-01
1.34087910e-01 -1.04505588e-01]
[ -1.20689276e-01 1.45863863e-01 2.57430971e-01 -2.49569956e-02
1.71341230e-01 8.90469647e-02 -1.18870012e-02 -2.98707782e-01
-1.24108256e-01 -6.29099990e-02]
[ -3.53466508e-01 8.69832179e-02 9.80713672e-03 -3.44697354e-02
1.53642006e-01 -1.68062768e-01 -3.19186061e-02 2.34821223e-01
-9.67498718e-02 7.38606311e-02]
[ 1.46641483e-01 9.92140345e-02 -2.39620344e-01 -9.67865483e-02
1.26625934e-01 -2.90898607e-01 1.70758965e-02 -1.68070453e-01
-6.90364931e-03 -1.93007364e-01]
[ 2.08685816e-01 -1.47118928e-01 6.02493466e-02 -2.81974925e-02
7.57810631e-02 -2.99778094e-02 -5.23298246e-03 -1.37191428e-01
1.07317427e-01 -1.83541477e-01]
[ -1.07496918e-01 -3.94537748e-02 1.19389337e-01 1.04642906e-01
4.32599411e-02 -1.10283996e-01 2.45325133e-01 -7.74043414e-02
1.81639533e-01 -7.56573420e-03]
[ 1.87866992e-02 -1.30679485e-01 2.13714654e-01 -2.20428692e-01
5.05019457e-02 1.06951277e-01 1.05969799e-02 -1.13260270e-01
3.61263759e-02 2.49686787e-01]]
[[ 0.53781134]
[ 1.38233279]
[ 0.25013006]
[ 0.78477724]
[-2.49514846]
[-0.28908728]
[-1.50832079]
[ 0.02374417]
[ 0.61267099]
[ 0.82124728]]
Progress: 18.9% ... Training loss: 0.312 ... Validation loss: 0.498[[ 1.58512463e-01 2.21631916e-01 -1.12501786e-01 1.02154954e-01
-5.01646119e-01 -6.84110777e-02 -6.25082165e-02 1.23792266e-01
-7.85231198e-02 1.89674039e-01]
[ 1.25076127e-02 1.62223574e-01 -2.11297696e-02 3.62456471e-02
1.08887555e-01 -4.29911198e-03 3.06055015e-01 4.11020808e-02
1.35941183e-01 -3.25959050e-02]
[ 1.86730791e-01 4.16854797e-01 2.46010770e-02 7.49814722e-02
1.29207368e-01 -4.95879810e-02 -5.04934551e-01 -3.49798148e-02
8.84769680e-02 3.21353483e-01]
[ -2.65029789e-02 -3.05543943e-01 -2.41597039e-01 2.15180983e-02
1.24009065e-02 1.66751447e-01 1.36896354e-01 5.55451035e-02
1.38595718e-02 1.00076229e-01]
[ -3.11336405e-03 1.76204424e-01 -1.45631965e-01 4.22772235e-02
8.23165968e-02 -1.80275796e-01 2.65060818e-02 -1.19861527e-01
-1.85487267e-01 1.88682445e-02]
[ -3.52287621e-01 -3.45738326e-01 -2.87264803e-01 1.52110861e-01
1.58436714e-01 4.58746527e-02 4.52762051e-02 -3.54117820e-02
-5.34443710e-03 2.70625452e-02]
[ -2.13201864e-03 -1.58489199e-01 1.05886249e-02 9.50334091e-02
-3.27970639e-02 -7.20760483e-02 1.67157524e-01 -1.89567136e-01
1.86602124e-01 3.67366675e-02]
[ 1.15145875e-01 -2.17441166e-01 3.35837760e-02 -6.60117418e-02
1.31239305e-01 -4.56515071e-02 5.39604739e-02 1.22284003e-01
7.34489047e-02 -2.00960006e-02]
[ -1.66681361e-01 -6.80881252e-02 -3.03856566e-01 -1.70968516e-02
-2.27692667e-02 6.86783529e-02 -2.20621161e-01 -2.77947667e-02
2.62195529e-01 -1.19670838e-01]
[ 6.84739228e-02 -2.49240541e-01 9.25946809e-02 3.57815901e-02
1.27851683e-01 -1.11769384e-01 5.07399372e-02 -9.89604391e-02
1.21778470e-02 1.38100373e-01]
[ -7.89996268e-02 8.22360458e-02 -1.15400632e-03 -1.56230036e-01
4.15230924e-02 2.36648692e-02 8.83764166e-02 -1.02375915e-01
-2.18578711e-02 -1.26349116e-01]
[ -1.02782372e-01 -2.88910596e-02 -6.62924407e-02 -1.68861076e-04
3.34775068e-01 9.83903679e-02 -3.19349721e-03 -1.52820951e-02
-1.61488142e-01 -1.97608528e-01]
[ -1.55803725e-01 6.75415779e-03 6.25267082e-02 2.34194033e-02
-1.76268782e-01 -2.20353409e-01 -1.81228537e-01 -1.96923308e-01
8.84909062e-02 1.76025999e-01]
[ -2.20300640e-01 -1.64121718e-01 1.18506256e-01 2.68985314e-01
-1.17070190e-01 -8.26232938e-02 -1.02949713e-01 -2.55211615e-01
-2.11363557e-01 9.16177128e-04]
[ 1.19624841e-01 -5.07891490e-02 -1.63042047e-02 1.23861404e-01
-2.31285267e-02 -8.70792519e-02 1.11490409e-01 4.35835412e-03
3.59134836e-02 2.65333879e-02]
[ 3.45916868e-02 -4.49625042e-02 -2.12479033e-01 1.44640196e-01
-4.10499817e-02 8.87505478e-02 -8.08233294e-02 -2.00386248e-02
-9.72512056e-02 -7.39094905e-03]
[ -1.23090654e-01 -5.57411543e-02 -2.04224474e-01 1.53195218e-01
-1.23092391e-02 1.35284294e-01 7.61560524e-03 -2.50248692e-01
6.61142859e-02 -2.02488404e-01]
[ -7.39854548e-02 -4.30006522e-02 2.74517895e-01 9.20040818e-02
1.42145504e-01 -5.95938067e-02 -1.18264633e-01 1.20516303e-01
6.51326491e-02 2.65335276e-02]
[ 4.45925962e-02 -3.71134560e-02 8.31733850e-02 7.69228497e-02
1.16125911e-01 -1.41779089e-02 2.70828312e-01 1.20229080e-01
-4.39663315e-02 -7.73637214e-02]
[ 7.13294750e-03 -1.50441061e-01 -2.90184954e-01 -4.80400527e-02
2.16404235e-01 -9.11263827e-02 1.72376658e-01 1.64328284e-01
1.07328856e-01 -2.94352993e-02]
[ 4.83713061e-02 -2.07754731e-03 -1.19697602e-01 3.74362667e-02
-6.83047017e-02 3.25894187e-01 2.59488527e-01 2.05291729e-01
-1.68439330e-01 -6.30591156e-02]
[ 1.11105595e-02 -4.85171298e-03 1.24848621e-01 1.14714315e-01
-3.85214220e-02 1.03342962e-01 -1.74576349e-01 -4.05316905e-02
2.16200419e-01 8.84351107e-02]
[ 9.94940016e-02 5.73731418e-02 -5.25646963e-02 -1.15931464e-01
-6.45064587e-02 -3.25253847e-01 1.29451104e-01 8.05907712e-03
1.31349210e-01 7.58047015e-02]
[ -9.51631310e-02 2.34819548e-02 -1.39188020e-02 2.71098130e-02
-3.70280680e-03 -2.04472769e-01 -1.00821324e-01 -1.95489304e-02
1.76333232e-02 1.33573365e-01]
[ -1.38386501e-01 -4.37025263e-02 -1.94515794e-01 3.71303597e-03
-2.74792903e-01 -6.90743369e-03 -3.19553950e-02 -2.29475207e-02
9.17388430e-03 7.16027015e-02]
[ -2.04714586e-02 -3.51856598e-02 -7.01344992e-02 -1.15143270e-01
4.93045233e-01 2.72110627e-01 5.07344773e-01 1.13855306e-01
-1.72190803e-01 -3.58861343e-01]
[ -2.77695748e-03 -3.12806091e-01 -2.30462361e-02 -5.51168859e-02
6.06888934e-01 9.52978403e-02 4.54957825e-01 9.24554230e-02
4.25183899e-02 -3.59469010e-01]
[ 1.85092738e-02 -3.82640930e-01 -3.94179795e-02 -9.84727605e-02
6.49229315e-01 2.10039866e-02 4.38346632e-01 4.93264045e-02
-3.55239162e-01 -2.05951921e-01]
[ -1.49005360e-01 -5.12866797e-01 -7.88873909e-05 -1.77667686e-01
6.88568033e-01 -9.82507073e-02 5.42892877e-01 -8.09105975e-02
-4.80963255e-02 1.04627887e-01]
[ -2.72214137e-01 -3.23149151e-01 6.28805577e-02 -2.76769243e-02
8.62402437e-01 1.36079025e-01 3.46515311e-01 4.89207114e-02
-7.37179435e-02 -1.15426226e-01]
[ -1.72580583e-01 -2.00307004e-01 2.64003473e-01 -2.05117564e-01
5.46712051e-01 -5.63713397e-02 5.86012044e-01 1.54675647e-02
-2.26378225e-01 9.06487677e-03]
[ -1.07967008e-01 -1.56515381e-01 -1.70932290e-01 -7.38575999e-02
4.05065031e-01 -2.38570309e-01 1.12471750e-01 1.70892488e-01
1.12625913e-02 -9.09629209e-02]
[ 1.24004052e-01 2.59292470e-01 1.69676715e-01 -7.36483747e-02
-1.29377704e-01 4.42613244e-02 -1.72453034e-01 2.84690183e-01
8.70359785e-02 1.90737230e-01]
[ 3.42300880e-01 2.89679713e-01 -8.70212397e-02 3.07992714e-01
-8.83970103e-01 -2.85095961e-01 -4.50876413e-01 1.77391220e-01
3.73043939e-01 -4.99789535e-02]
[ 5.47701525e-02 1.63655389e-01 2.56290877e-01 2.62496260e-01
-9.21312814e-02 -1.99074475e-01 -1.99150899e-01 -1.32216713e-01
-1.30968939e-01 -2.75288775e-01]
[ 2.69691390e-02 -4.23498323e-02 -1.16565839e-01 -4.96139636e-02
2.39053192e-01 4.05358329e-02 -1.64771700e-02 -1.84000025e-01
3.82052851e-02 2.13533462e-01]
[ 4.06300234e-05 -5.64294471e-02 -6.66255565e-02 -5.11757241e-02
-1.10751993e-02 -1.75058577e-01 9.11016544e-02 1.02113816e-02
3.75106404e-02 8.07734682e-03]
[ 2.10006419e-02 4.52070457e-02 2.41469650e-01 6.32513408e-02
-1.92181091e-01 -1.30226052e-01 1.37793629e-01 3.93436388e-02
-1.94538286e-01 9.97869849e-02]
[ 5.60070468e-02 -1.15261304e-02 1.00896016e-01 -1.44795344e-02
-1.70003166e-01 7.73678931e-02 1.10541479e-01 -2.71502376e-01
-3.38910854e-02 -1.09636156e-01]
[ -2.71328671e-02 4.42960994e-02 7.74122346e-02 -5.19765261e-02
3.65043419e-02 1.89221543e-01 1.44061225e-01 1.17698227e-01
-3.79223330e-02 1.53748775e-01]
[ 2.11721823e-01 3.91410965e-02 2.45126878e-02 6.84760892e-02
9.67634624e-02 -1.76557870e-02 -1.31466822e-01 1.47760072e-01
-6.44208804e-02 -3.07925232e-02]
[ 2.54994755e-02 -6.20023747e-02 9.26295313e-03 1.76925987e-02
-3.35015767e-01 -1.15360820e-01 -1.60949586e-01 4.01167643e-02
1.02705847e-01 1.73195160e-01]
[ 1.94530012e-02 5.11230488e-01 1.09123042e-01 3.78276857e-01
-9.87130531e-01 -2.96805629e-01 -6.00586951e-01 -7.45205364e-02
2.58521447e-01 3.03814204e-01]
[ 1.70134874e-01 5.13018780e-01 5.83376218e-02 4.03176806e-01
-7.95754012e-01 -7.92721187e-02 -4.42428553e-01 1.50142386e-01
1.90689594e-01 4.79207905e-01]
[ 2.53547505e-01 2.81283901e-01 2.42456040e-01 1.32884740e-01
-3.67347119e-01 8.48027664e-02 -1.91106339e-01 1.62327766e-01
2.29104019e-01 6.66880095e-02]
[ -7.87496760e-02 2.01714210e-01 2.39212324e-01 7.70859926e-03
-9.87941782e-03 1.33833467e-01 -8.13975209e-02 -1.53996641e-02
-4.00447608e-02 4.31352318e-02]
[ -9.76148230e-02 -7.87133792e-03 2.50374321e-02 9.23399370e-02
-4.95425190e-02 1.16520497e-01 2.58722629e-01 2.03242305e-02
-2.75612770e-01 -9.39848115e-02]
[ -2.18003991e-01 -1.48937237e-02 -9.24360401e-02 -3.42586931e-01
1.75293604e-01 1.19544221e-01 9.69174271e-02 1.03703278e-01
-2.06470549e-01 3.39354854e-02]
[ 1.83318768e-02 -3.45300888e-01 -1.23264690e-01 -1.51109999e-01
3.39133870e-01 2.29809390e-02 1.47960479e-01 1.53248827e-01
-1.56761873e-01 -2.08856548e-01]
[ 1.47104308e-01 -1.48694488e-01 -1.38761646e-01 -1.66543591e-03
1.31401262e-01 -6.09527927e-02 -1.53165912e-02 -1.48591740e-01
1.33204044e-01 -1.05632317e-01]
[ -1.21041691e-01 1.44840308e-01 2.57271268e-01 -2.54550021e-02
1.73063395e-01 8.92240883e-02 -1.07582920e-02 -2.98719582e-01
-1.24455882e-01 -6.34618310e-02]
[ -3.52603910e-01 8.86292005e-02 1.02625021e-02 -3.31966492e-02
1.49707666e-01 -1.68511972e-01 -3.37795730e-02 2.34866489e-01
-9.56621628e-02 7.50255794e-02]
[ 1.46881771e-01 9.92853757e-02 -2.39467920e-01 -9.63647233e-02
1.25237172e-01 -2.91025705e-01 1.65833587e-02 -1.68055776e-01
-6.51191278e-03 -1.92658927e-01]
[ 2.09694018e-01 -1.44699559e-01 6.07355895e-02 -2.67277911e-02
7.13245070e-02 -3.05396233e-02 -7.94976466e-03 -1.37144264e-01
1.08480458e-01 -1.82001220e-01]
[ -1.07558060e-01 -3.97981437e-02 1.19364912e-01 1.04565983e-01
4.35256729e-02 -1.10258266e-01 2.45447950e-01 -7.74069220e-02
1.81582718e-01 -7.66895656e-03]
[ 1.81530467e-02 -1.31870920e-01 2.13447596e-01 -2.21292653e-01
5.23846742e-02 1.07282525e-01 1.23793653e-02 -1.13289724e-01
3.54801549e-02 2.48793412e-01]]
[[ 0.53873082]
[ 1.38556344]
[ 0.25392727]
[ 0.78892499]
[-2.49293472]
[-0.28842702]
[-1.50691809]
[ 0.0248837 ]
[ 0.61400341]
[ 0.82287774]]
Progress: 18.9% ... Training loss: 0.310 ... Validation loss: 0.495[[ 1.58959170e-01 2.21578220e-01 -1.12403810e-01 1.02616831e-01
-5.04169110e-01 -6.84681354e-02 -6.28173377e-02 1.23803692e-01
-7.79227929e-02 1.89707405e-01]
[ 1.27190329e-02 1.62612574e-01 -2.10258777e-02 3.65675661e-02
1.07824910e-01 -4.43690336e-03 3.05819634e-01 4.11114100e-02
1.36215748e-01 -3.23206822e-02]
[ 1.89232611e-01 4.23097519e-01 2.55977757e-02 7.84711866e-02
1.18198382e-01 -5.09369659e-02 -5.11883063e-01 -3.48676944e-02
9.13696499e-02 3.24252445e-01]
[ -2.94059790e-02 -3.11778107e-01 -2.42754256e-01 1.71291484e-02
2.51584425e-02 1.68177675e-01 1.44583644e-01 5.54183351e-02
1.05549301e-02 9.52663652e-02]
[ -1.06122563e-03 1.80198888e-01 -1.44577741e-01 4.51873216e-02
7.43082738e-02 -1.81180686e-01 2.10625783e-02 -1.19784040e-01
-1.83150537e-01 2.19357151e-02]
[ -3.53242128e-01 -3.48327848e-01 -2.87690875e-01 1.50910749e-01
1.62041444e-01 4.63242769e-02 4.82540050e-02 -3.54569702e-02
-6.40801299e-03 2.58541220e-02]
[ 4.02611301e-04 -1.52408089e-01 1.16777881e-02 9.86778277e-02
-4.37614482e-02 -7.33042327e-02 1.60387953e-01 -1.89457744e-01
1.89546832e-01 4.04114753e-02]
[ 1.15226118e-01 -2.17968972e-01 3.35649006e-02 -6.60612524e-02
1.30766928e-01 -4.56780198e-02 5.44501873e-02 1.22284440e-01
7.35530972e-02 -2.05293110e-02]
[ -1.68122515e-01 -7.19468888e-02 -3.04485711e-01 -1.91675601e-02
-1.69189562e-02 6.94383137e-02 -2.16576792e-01 -2.78607410e-02
2.60741141e-01 -1.21829983e-01]
[ 7.00704296e-02 -2.46558349e-01 9.32081316e-02 3.80156639e-02
1.20520582e-01 -1.12493733e-01 4.73684083e-02 -9.88998350e-02
1.41975091e-02 1.39976569e-01]
[ -7.95504240e-02 8.07794470e-02 -1.38199416e-03 -1.57029353e-01
4.32397296e-02 2.39472974e-02 9.02260231e-02 -1.02400553e-01
-2.24509956e-02 -1.27293387e-01]
[ -1.03608870e-01 -3.10116343e-02 -6.66628335e-02 -1.27952951e-03
3.38407811e-01 9.87871766e-02 -9.29262890e-04 -1.53193943e-02
-1.62383743e-01 -1.98666524e-01]
[ -1.55803725e-01 6.75415779e-03 6.25267082e-02 2.34194033e-02
-1.76268782e-01 -2.20353409e-01 -1.81228537e-01 -1.96923308e-01
8.84909062e-02 1.76025999e-01]
[ -2.20608345e-01 -1.64917051e-01 1.18368571e-01 2.68595813e-01
-1.16152335e-01 -8.24721460e-02 -1.02015991e-01 -2.55224936e-01
-2.11684189e-01 4.68121142e-04]
[ 1.20242563e-01 -4.93108965e-02 -1.60242556e-02 1.24786913e-01
-2.59776039e-02 -8.74045661e-02 1.10042394e-01 4.38620268e-03
3.66151215e-02 2.74399540e-02]
[ 3.34919459e-02 -4.80971399e-02 -2.12971516e-01 1.43090835e-01
-3.59188978e-02 8.93164771e-02 -7.77197262e-02 -2.00912675e-02
-9.84997648e-02 -8.81350639e-03]
[ -1.22353565e-01 -5.38940160e-02 -2.03882219e-01 1.54231038e-01
-1.55366822e-02 1.34936817e-01 5.54255557e-03 -2.50217515e-01
6.69620534e-02 -2.01334873e-01]
[ -7.24025458e-02 -3.90617367e-02 2.75194087e-01 9.43992940e-02
1.34757993e-01 -6.04130528e-02 -1.22411342e-01 1.20588975e-01
6.70302826e-02 2.87854209e-02]
[ 4.51433145e-02 -3.57538022e-02 8.33761687e-02 7.77056631e-02
1.13871500e-01 -1.44734157e-02 2.69358800e-01 1.20254053e-01
-4.33668216e-02 -7.66585996e-02]
[ 6.97067384e-03 -1.50990890e-01 -2.90267197e-01 -4.82838230e-02
2.17050451e-01 -9.10571970e-02 1.72778569e-01 1.64320023e-01
1.07189279e-01 -2.96866014e-02]
[ 4.82563253e-02 -3.06556450e-03 -1.19794324e-01 3.70225717e-02
-6.75709138e-02 3.26026493e-01 2.60412722e-01 2.05280464e-01
-1.68656550e-01 -6.37144546e-02]
[ 9.91412304e-03 -7.73740431e-03 1.24318772e-01 1.13022713e-01
-3.37007200e-02 1.03958660e-01 -1.71295596e-01 -4.05858063e-02
2.14944978e-01 8.66462065e-02]
[ 9.97450341e-02 5.79590850e-02 -5.24496088e-02 -1.15565664e-01
-6.55066083e-02 -3.25367672e-01 1.28883588e-01 8.07058873e-03
1.31607026e-01 7.61678166e-02]
[ -9.58865651e-02 2.15257969e-02 -1.42273322e-02 2.60731802e-02
-7.95278331e-04 -2.04104788e-01 -9.88137165e-02 -1.95815049e-02
1.69418344e-02 1.32475036e-01]
[ -1.38302188e-01 -4.34977469e-02 -1.94469479e-01 3.85653181e-03
-2.75213206e-01 -6.95342404e-03 -3.21600733e-02 -2.29448581e-02
9.27337216e-03 7.17608905e-02]
[ -2.05789115e-02 -3.54750778e-02 -7.01866808e-02 -1.15309321e-01
4.93520240e-01 2.72171553e-01 5.07627982e-01 1.13850093e-01
-1.72314255e-01 -3.59031622e-01]
[ -3.21386443e-03 -3.13891464e-01 -2.32618805e-02 -5.57896311e-02
6.08925955e-01 9.55448384e-02 4.56181798e-01 9.24345387e-02
4.20098968e-02 -3.60166947e-01]
[ 1.84156052e-02 -3.82929066e-01 -3.94699042e-02 -9.86372400e-02
6.49744954e-01 2.10602054e-02 4.38690664e-01 4.93215202e-02
-3.55366924e-01 -2.06115297e-01]
[ -1.48841330e-01 -5.12663692e-01 1.28302976e-06 -1.77403711e-01
6.87909567e-01 -9.83416019e-02 5.42609538e-01 -8.09027270e-02
-4.78975986e-02 1.04906476e-01]
[ -2.72132395e-01 -3.23092017e-01 6.29215880e-02 -2.75429417e-02
8.62047064e-01 1.36032663e-01 3.46302449e-01 4.89251500e-02
-7.36220575e-02 -1.15294977e-01]
[ -1.72889755e-01 -2.01075099e-01 2.63870850e-01 -2.05535855e-01
5.47935911e-01 -5.62263949e-02 5.86914212e-01 1.54547260e-02
-2.26690958e-01 8.65065795e-03]
[ -1.08026786e-01 -1.56635311e-01 -1.70946852e-01 -7.39065706e-02
4.05262366e-01 -2.38553768e-01 1.12624439e-01 1.70890591e-01
1.12398606e-02 -9.10354033e-02]
[ 1.23824011e-01 2.58874211e-01 1.69589056e-01 -7.39269599e-02
-1.28495952e-01 4.43634259e-02 -1.71952272e-01 2.84681387e-01
8.68206544e-02 1.90457698e-01]
[ 3.39612723e-01 2.82693798e-01 -8.83034777e-02 3.03904796e-01
-8.72627472e-01 -2.83668135e-01 -4.43336522e-01 1.77261296e-01
3.69958534e-01 -5.41453510e-02]
[ 5.50013202e-02 1.64202157e-01 2.56405753e-01 2.62823608e-01
-9.32104473e-02 -1.99193697e-01 -1.99790550e-01 -1.32206042e-01
-1.30695902e-01 -2.74955357e-01]
[ 2.68591421e-02 -4.26368565e-02 -1.16621068e-01 -4.97811033e-02
2.39626683e-01 4.05946102e-02 -1.61621125e-02 -1.84005361e-01
3.80734829e-02 2.13362052e-01]
[ -8.80825621e-05 -5.66193366e-02 -6.66970058e-02 -5.13604121e-02
-1.06787596e-02 -1.74996116e-01 9.15416409e-02 1.02052051e-02
3.73717549e-02 7.87742586e-03]
[ 2.11799212e-02 4.56423666e-02 2.41547595e-01 6.34985365e-02
-1.92982741e-01 -1.30311127e-01 1.37316284e-01 3.93505310e-02
-1.94319832e-01 1.00039066e-01]
[ 5.78536902e-02 -6.64427662e-03 1.01753510e-01 -1.15970093e-02
-1.78966531e-01 7.63436100e-02 1.05443818e-01 -2.71417698e-01
-3.17264640e-02 -1.06891690e-01]
[ -2.69521958e-02 4.47614966e-02 7.74895300e-02 -5.16983687e-02
3.57665178e-02 1.89120895e-01 1.43520221e-01 1.17707099e-01
-3.77019630e-02 1.53983572e-01]
[ 2.12001413e-01 3.97723628e-02 2.46366850e-02 6.89889289e-02
9.50574162e-02 -1.78308330e-02 -1.32083833e-01 1.47776251e-01
-6.40195255e-02 -3.03362759e-02]
[ 2.55774498e-02 -6.17921892e-02 9.28417499e-03 1.77655783e-02
-3.35263137e-01 -1.15396365e-01 -1.61232628e-01 4.01200801e-02
1.02770463e-01 1.73277048e-01]
[ 2.06085703e-02 5.13487017e-01 1.09652868e-01 3.79832085e-01
-9.91282994e-01 -2.97282552e-01 -6.03419312e-01 -7.44724443e-02
2.59866971e-01 3.05556812e-01]
[ 1.70451873e-01 5.13516976e-01 5.84740469e-02 4.03685508e-01
-7.97709314e-01 -7.94588283e-02 -4.43049845e-01 1.50156358e-01
1.91088821e-01 4.79502226e-01]
[ 2.53580405e-01 2.81422488e-01 2.42462440e-01 1.32938112e-01
-3.67495328e-01 8.47926281e-02 -1.91220375e-01 1.62328492e-01
2.29164342e-01 6.67325508e-02]
[ -7.85873785e-02 2.01967170e-01 2.39281805e-01 7.94389323e-03
-1.05353515e-02 1.33759246e-01 -8.17730865e-02 -1.53925164e-02
-3.98654001e-02 4.33573034e-02]
[ -9.77681589e-02 -8.26717278e-03 2.49659194e-02 9.21186345e-02
-4.88155515e-02 1.16605335e-01 2.59222675e-01 2.03165369e-02
-2.75775422e-01 -9.42258665e-02]
[ -2.18076480e-01 -1.50755172e-02 -9.24482675e-02 -3.42683743e-01
1.75659712e-01 1.19577043e-01 9.70917599e-02 1.03700178e-01
-2.06546972e-01 3.38272331e-02]
[ 1.81819363e-02 -3.45763504e-01 -1.23338532e-01 -1.51350527e-01
3.39877066e-01 2.30664405e-02 1.48421813e-01 1.53241380e-01
-1.56946774e-01 -2.09114036e-01]
[ 1.47026165e-01 -1.49076929e-01 -1.38805556e-01 -1.83555118e-03
1.31416970e-01 -6.08551424e-02 -1.48888074e-02 -1.48600617e-01
1.33106854e-01 -1.05841058e-01]
[ -1.20667108e-01 1.45520998e-01 2.57449242e-01 -2.48939032e-02
1.71482039e-01 8.90247695e-02 -1.15053376e-02 -2.98702177e-01
-1.23977325e-01 -6.29121796e-02]
[ -3.51457473e-01 9.08894418e-02 1.08066257e-02 -3.15695273e-02
1.44918876e-01 -1.69095816e-01 -3.64496265e-02 2.34918192e-01
-9.43258453e-02 7.64811421e-02]
[ 1.47115571e-01 9.94457047e-02 -2.39394160e-01 -9.61253934e-02
1.24665052e-01 -2.91119339e-01 1.61294560e-02 -1.68048462e-01
-6.28468319e-03 -1.92357409e-01]
[ 2.08513023e-01 -1.47903185e-01 6.01815101e-02 -2.85138535e-02
7.70091619e-02 -2.98787585e-02 -4.50506304e-03 -1.37200723e-01
1.07120080e-01 -1.83705622e-01]
[ -1.07929111e-01 -4.07392341e-02 1.19179025e-01 1.04007322e-01
4.51881943e-02 -1.10069143e-01 2.46436725e-01 -7.74243288e-02
1.81265541e-01 -8.20610308e-03]
[ 1.82476280e-02 -1.31340004e-01 2.13450684e-01 -2.20881277e-01
4.99823353e-02 1.07166572e-01 1.21314184e-02 -1.13284736e-01
3.57437327e-02 2.48810899e-01]]
[[ 0.53985286]
[ 1.39118458]
[ 0.25951812]
[ 0.79047586]
[-2.49061331]
[-0.29001706]
[-1.50670122]
[ 0.0229602 ]
[ 0.61344789]
[ 0.82732178]]
Progress: 18.9% ... Training loss: 0.309 ... Validation loss: 0.490[[ 1.60082709e-01 2.22753417e-01 -1.11902645e-01 1.04057108e-01
-5.06783513e-01 -6.90149175e-02 -6.37479932e-02 1.23848165e-01
-7.67496153e-02 1.91452375e-01]
[ 1.26502497e-02 1.62487329e-01 -2.10579395e-02 3.64688665e-02
1.08105456e-01 -4.38911027e-03 3.05997097e-01 4.11079145e-02
1.36157072e-01 -3.24227585e-02]
[ 1.91013098e-01 4.26529744e-01 2.64422372e-02 8.08013190e-02
1.11869351e-01 -5.18058383e-02 -5.15619382e-01 -3.47932875e-02
9.32116611e-02 3.26982288e-01]
[ -2.99899206e-02 -3.11751200e-01 -2.43040258e-01 1.64206315e-02
2.69344633e-02 1.68325607e-01 1.45371899e-01 5.53945901e-02
9.79829685e-03 9.47602493e-02]
[ 1.27992037e-03 1.84868221e-01 -1.43587701e-01 4.84911153e-02
6.49804185e-02 -1.82272770e-01 1.54388750e-02 -1.19684306e-01
-1.80378260e-01 2.53364564e-02]
[ -3.53380165e-01 -3.49380191e-01 -2.87741378e-01 1.50865774e-01
1.62147438e-01 4.63532730e-02 4.91176790e-02 -3.54594118e-02
-6.48704612e-03 2.56410302e-02]
[ -4.42532571e-04 -1.55180613e-01 1.12713893e-02 9.74244054e-02
-3.96617716e-02 -7.28466350e-02 1.62788616e-01 -1.89492550e-01
1.88731437e-01 3.91972848e-02]
[ 1.17209765e-01 -2.13507227e-01 3.44809540e-02 -6.31611181e-02
1.22489245e-01 -4.67331702e-02 5.00726926e-02 1.22369348e-01
7.57434498e-02 -1.75201020e-02]
[ -1.66663768e-01 -6.86435790e-02 -3.03781861e-01 -1.71001785e-02
-2.22535959e-02 6.86574251e-02 -2.19793418e-01 -2.77985184e-02
2.62267572e-01 -1.19637778e-01]
[ 6.98405659e-02 -2.48484042e-01 9.30683733e-02 3.75792389e-02
1.22002955e-01 -1.12332421e-01 4.91914834e-02 -9.89050207e-02
1.40271329e-02 1.39592380e-01]
[ -7.77131360e-02 8.43633083e-02 -5.10116138e-04 -1.54339853e-01
3.65201078e-02 2.29618660e-02 8.64685799e-02 -1.02326630e-01
-2.04771589e-02 -1.24637151e-01]
[ -1.02757082e-01 -2.87296143e-02 -6.62319517e-02 1.36514012e-04
3.34238407e-01 9.82618511e-02 -3.32467884e-03 -1.52782495e-02
-1.61364848e-01 -1.97164440e-01]
[ -1.55803725e-01 6.75415779e-03 6.25267082e-02 2.34194033e-02
-1.76268782e-01 -2.20353409e-01 -1.81228537e-01 -1.96923308e-01
8.84909062e-02 1.76025999e-01]
[ -2.20804767e-01 -1.65490970e-01 1.18265511e-01 2.68296778e-01
-1.15176767e-01 -8.23702823e-02 -1.01417099e-01 -2.55233644e-01
-2.11900266e-01 1.31566965e-04]
[ 1.20255085e-01 -4.95102701e-02 -1.60001190e-02 1.24892965e-01
-2.62791334e-02 -8.74277448e-02 1.10274683e-01 4.38820103e-03
3.66522123e-02 2.74207065e-02]
[ 3.38336139e-02 -4.74428990e-02 -2.12796538e-01 1.43642468e-01
-3.75513943e-02 8.91145458e-02 -7.85518972e-02 -2.00755279e-02
-9.80798160e-02 -8.28914131e-03]
[ -1.23503413e-01 -5.66997000e-02 -2.04444074e-01 1.52558370e-01
-1.00919049e-02 1.35537495e-01 8.69284629e-03 -2.50264800e-01
6.57124599e-02 -2.03034891e-01]
[ -7.27288793e-02 -3.98460761e-02 2.75059831e-01 9.39620935e-02
1.36090192e-01 -6.02530850e-02 -1.21740218e-01 1.20575628e-01
6.67196740e-02 2.83674751e-02]
[ 4.60608225e-02 -3.40958557e-02 8.38074511e-02 7.90309738e-02
1.09855468e-01 -1.49466676e-02 2.67009939e-01 1.20293649e-01
-4.22672768e-02 -7.52709997e-02]
[ 6.83664775e-03 -1.51672680e-01 -2.90383060e-01 -4.86222148e-02
2.17942011e-01 -9.09395944e-02 1.73626950e-01 1.64309173e-01
1.06894576e-01 -2.99072350e-02]
[ 4.90152948e-02 -1.22195944e-03 -1.19413559e-01 3.82084422e-02
-7.09499421e-02 3.25591748e-01 2.58426258e-01 2.05316973e-01
-1.67732250e-01 -6.25697883e-02]
[ 1.17937968e-02 -3.45610616e-03 1.25219571e-01 1.15717434e-01
-4.04823103e-02 1.02947330e-01 -1.75115925e-01 -4.05060479e-02
2.16991456e-01 8.94906058e-02]
[ 1.00398700e-01 5.94667182e-02 -5.21353272e-02 -1.14608663e-01
-6.84943868e-02 -3.25720944e-01 1.27110462e-01 8.09896445e-03
1.32277296e-01 7.71303036e-02]
[ -9.60041645e-02 2.12635628e-02 -1.42847838e-02 2.58946646e-02
-2.62806260e-04 -2.04024842e-01 -9.84839859e-02 -1.95869083e-02
1.68203748e-02 1.32287735e-01]
[ -1.38482755e-01 -4.41949422e-02 -1.94560235e-01 3.63087286e-03
-2.74697979e-01 -6.86521729e-03 -3.15596133e-02 -2.29513579e-02
9.09053866e-03 7.15532049e-02]
[ -2.05392874e-02 -3.54119776e-02 -7.01672605e-02 -1.15246062e-01
4.93377094e-01 2.72138797e-01 5.07581431e-01 1.13851724e-01
-1.72263202e-01 -3.58977506e-01]
[ -2.99725711e-03 -3.13497248e-01 -2.31608690e-02 -5.54404450e-02
6.07933637e-01 9.54152154e-02 4.55689384e-01 9.24456016e-02
4.22848018e-02 -3.59817435e-01]
[ 1.84291817e-02 -3.83126186e-01 -3.94689421e-02 -9.85895984e-02
6.49636345e-01 2.10438380e-02 4.38793668e-01 4.93230181e-02
-3.55333079e-01 -2.06062948e-01]
[ -1.48793124e-01 -5.12596322e-01 2.49911769e-05 -1.77331676e-01
6.87700122e-01 -9.83684515e-02 5.42507844e-01 -8.09005996e-02
-4.78488121e-02 1.04982887e-01]
[ -2.72195903e-01 -3.23347307e-01 6.28938389e-02 -2.75948723e-02
8.62337776e-01 1.36048676e-01 3.46637251e-01 4.89236762e-02
-7.36646915e-02 -1.15409530e-01]
[ -1.73053888e-01 -2.01423743e-01 2.63791472e-01 -2.05777644e-01
5.48719818e-01 -5.61396897e-02 5.87356923e-01 1.54477327e-02
-2.26855724e-01 8.41309490e-03]
[ -1.08450054e-01 -1.57735509e-01 -1.71152285e-01 -7.45679487e-02
4.07138382e-01 -2.38321896e-01 1.13866254e-01 1.70871933e-01
1.07519933e-02 -9.16651705e-02]
[ 1.23585198e-01 2.58305849e-01 1.69477157e-01 -7.42590543e-02
-1.27483839e-01 4.44847041e-02 -1.71288703e-01 2.84670106e-01
8.65650342e-02 1.90100672e-01]
[ 3.40454823e-01 2.84811502e-01 -8.78995425e-02 3.05114024e-01
-8.75571963e-01 -2.84129088e-01 -4.45125823e-01 1.77295233e-01
3.70834797e-01 -5.27233356e-02]
[ 5.51310686e-02 1.64534980e-01 2.56469241e-01 2.63003494e-01
-9.38283037e-02 -1.99252359e-01 -2.00163298e-01 -1.32200761e-01
-1.30547211e-01 -2.74750441e-01]
[ 2.68074418e-02 -4.30033121e-02 -1.16656025e-01 -4.99111115e-02
2.39993095e-01 4.06369737e-02 -1.59483879e-02 -1.84008027e-01
3.79566851e-02 2.13251925e-01]
[ -2.20582380e-04 -5.69571909e-02 -6.67603303e-02 -5.15542325e-02
-1.00797327e-02 -1.74928421e-01 9.19009516e-02 1.01998689e-02
3.72282618e-02 7.67803902e-03]
[ 2.09816324e-02 4.52310663e-02 2.41449267e-01 6.32105855e-02
-1.92120627e-01 -1.30210223e-01 1.37853372e-01 3.93422730e-02
-1.94540918e-01 9.97199371e-02]
[ 5.82447438e-02 -5.62919134e-03 1.01921486e-01 -1.09699082e-02
-1.80960220e-01 7.61204792e-02 1.04271552e-01 -2.71399676e-01
-3.12692218e-02 -1.06250014e-01]
[ -2.69383753e-02 4.49058988e-02 7.74903404e-02 -5.16832843e-02
3.59486088e-02 1.89118852e-01 1.43392282e-01 1.17707629e-01
-3.76987879e-02 1.54005570e-01]
[ 2.11998063e-01 3.97569108e-02 2.46339793e-02 6.89764603e-02
9.50831161e-02 -1.78186879e-02 -1.32053711e-01 1.47775880e-01
-6.40393683e-02 -3.03517503e-02]
[ 2.55336895e-02 -6.18422636e-02 9.26337607e-03 1.77143595e-02
-3.35073291e-01 -1.15380192e-01 -1.61145196e-01 4.01198850e-02
1.02719154e-01 1.73218496e-01]
[ 2.21739061e-02 5.15824614e-01 1.10420222e-01 3.82091414e-01
-9.96995419e-01 -2.98087316e-01 -6.06342493e-01 -7.44048813e-02
2.61704397e-01 3.07777953e-01]
[ 1.70478407e-01 5.13467952e-01 5.84960180e-02 4.03734177e-01
-7.98225393e-01 -7.94786131e-02 -4.43099257e-01 1.50157804e-01
1.91139770e-01 4.79501256e-01]
[ 2.54111066e-01 2.82805288e-01 2.42731222e-01 1.33768324e-01
-3.70088556e-01 8.44972578e-02 -1.92732565e-01 1.62352472e-01
2.29776781e-01 6.75825490e-02]
[ -7.85115834e-02 2.02167015e-01 2.39316634e-01 8.05467005e-03
-1.08856084e-02 1.33718639e-01 -8.19732986e-02 -1.53893206e-02
-3.97820165e-02 4.34716181e-02]
[ -9.77588593e-02 -8.31450988e-03 2.49694165e-02 9.21264574e-02
-4.88592986e-02 1.16599674e-01 2.59234359e-01 2.03168721e-02
-2.75770429e-01 -9.42122941e-02]
[ -2.18248789e-01 -1.54994971e-02 -9.25329154e-02 -3.42940620e-01
1.76468972e-01 1.19664453e-01 9.75827159e-02 1.03692789e-01
-2.06745347e-01 3.35694512e-02]
[ 1.82304170e-02 -3.45707167e-01 -1.23324053e-01 -1.51282101e-01
3.39698506e-01 2.30510088e-02 1.48363716e-01 1.53243274e-01
-1.56905777e-01 -2.09061593e-01]
[ 1.47569927e-01 -1.47748504e-01 -1.38568216e-01 -9.09292517e-04
1.28310534e-01 -6.11937344e-02 -1.64066420e-02 -1.48574597e-01
1.33788241e-01 -1.04914962e-01]
[ -1.19376304e-01 1.47661580e-01 2.58033541e-01 -2.31543182e-02
1.67076173e-01 8.83695404e-02 -1.40496226e-02 -2.98646988e-01
-1.22504306e-01 -6.10903477e-02]
[ -3.51126355e-01 9.15914870e-02 1.09823083e-02 -3.10368801e-02
1.43467745e-01 -1.69285183e-01 -3.69204927e-02 2.34930267e-01
-9.39879225e-02 7.68933884e-02]
[ 1.47530449e-01 1.00304673e-01 -2.39134766e-01 -9.53641972e-02
1.22694010e-01 -2.91386121e-01 1.50271112e-02 -1.68025324e-01
-5.68192534e-03 -1.91668190e-01]
[ 2.09146874e-01 -1.46624907e-01 6.05227988e-02 -2.75806307e-02
7.51123895e-02 -3.02292752e-02 -5.44637562e-03 -1.37172001e-01
1.07806121e-01 -1.82711645e-01]
[ -1.07724418e-01 -4.04094249e-02 1.19258572e-01 1.04341578e-01
4.43455355e-02 -1.10172791e-01 2.46052665e-01 -7.74149929e-02
1.81494509e-01 -7.83844793e-03]
[ 1.72877333e-02 -1.34037923e-01 2.12936135e-01 -2.22439324e-01
5.42495877e-02 1.07721261e-01 1.47623383e-02 -1.13329334e-01
3.45559929e-02 2.47374005e-01]]
[[ 0.55220778]
[ 1.40621336]
[ 0.26926595]
[ 0.80245383]
[-2.48391922]
[-0.28191446]
[-1.50091549]
[ 0.03253456]
[ 0.62497919]
[ 0.83737593]]
Progress: 19.0% ... Training loss: 0.308 ... Validation loss: 0.482[[ 1.59104732e-01 2.20332385e-01 -1.12336697e-01 1.02473373e-01
-5.01894894e-01 -6.85726643e-02 -6.05323443e-02 1.23795608e-01
-7.78561655e-02 1.89828597e-01]
[ 1.29955698e-02 1.63349448e-01 -2.08837651e-02 3.69977837e-02
1.06687864e-01 -4.57544501e-03 3.05259767e-01 4.11282825e-02
1.36553880e-01 -3.19073941e-02]
[ 1.87449164e-01 4.19479750e-01 2.46623780e-02 7.49229672e-02
1.27902748e-01 -4.98671047e-02 -5.07014678e-01 -3.50141761e-02
8.88195774e-02 3.21541731e-01]
[ -2.82743104e-02 -3.07562840e-01 -2.42136316e-01 1.92834118e-02
1.72665282e-02 1.67472445e-01 1.40349376e-01 5.55037196e-02
1.20346345e-02 9.75534250e-02]
[ 6.18963446e-04 1.83779257e-01 -1.43965471e-01 4.76050563e-02
6.85921798e-02 -1.82057992e-01 1.69206075e-02 -1.19720346e-01
-1.81201235e-01 2.39323297e-02]
[ -3.53070615e-01 -3.49492424e-01 -2.87553199e-01 1.51401379e-01
1.61185088e-01 4.61206594e-02 4.93121460e-02 -3.54379969e-02
-6.06131622e-03 2.60228900e-02]
[ -6.35595861e-04 -1.55700236e-01 1.11760931e-02 9.70920964e-02
-3.84315134e-02 -7.27410906e-02 1.63291918e-01 -1.89502375e-01
1.88482748e-01 3.87520644e-02]
[ 1.15694943e-01 -2.17086570e-01 3.37513667e-02 -6.55460849e-02
1.28954997e-01 -4.59574729e-02 5.43402622e-02 1.22282576e-01
7.39918400e-02 -1.97206013e-02]
[ -1.66613800e-01 -6.85832072e-02 -3.03745915e-01 -1.70250065e-02
-2.24269224e-02 6.86498266e-02 -2.19692191e-01 -2.77947073e-02
2.62385506e-01 -1.19575574e-01]
[ 6.76436478e-02 -2.54702765e-01 9.19995257e-02 3.41205039e-02
1.32611060e-01 -1.11238596e-01 5.63272114e-02 -9.90294809e-02
1.16032680e-02 1.36090029e-01]
[ -7.71824050e-02 8.56389681e-02 -2.00084353e-04 -1.53509198e-01
3.42842469e-02 2.26818070e-02 8.51896298e-02 -1.02292893e-01
-1.98977680e-02 -1.23791455e-01]
[ -1.02439263e-01 -2.79373775e-02 -6.60738936e-02 6.58094376e-04
3.32426496e-01 9.80891147e-02 -4.11489088e-03 -1.52588965e-02
-1.60977009e-01 -1.96709440e-01]
[ -1.55803725e-01 6.75415779e-03 6.25267082e-02 2.34194033e-02
-1.76268782e-01 -2.20353409e-01 -1.81228537e-01 -1.96923308e-01
8.84909062e-02 1.76025999e-01]
[ -2.20670103e-01 -1.65412950e-01 1.18338879e-01 2.68521994e-01
-1.15747576e-01 -8.24665777e-02 -1.01603148e-01 -2.55224350e-01
-2.11709886e-01 3.18049385e-04]
[ 1.20093832e-01 -5.03393455e-02 -1.60667514e-02 1.24753269e-01
-2.55843810e-02 -8.74026437e-02 1.11224708e-01 4.38025276e-03
3.65160914e-02 2.71942889e-02]
[ 3.44236776e-02 -4.62647075e-02 -2.12492459e-01 1.44445553e-01
-3.95656054e-02 8.88275712e-02 -7.97257033e-02 -2.00410555e-02
-9.74342372e-02 -7.51348892e-03]
[ -1.23930675e-01 -5.76691501e-02 -2.04659597e-01 1.51935414e-01
-8.09772262e-03 1.35748640e-01 9.78260241e-03 -2.50286778e-01
6.52292058e-02 -2.03715642e-01]
[ -7.27334466e-02 -3.98907821e-02 2.75054128e-01 9.39398696e-02
1.36194221e-01 -6.02419415e-02 -1.21714147e-01 1.20574691e-01
6.66997928e-02 2.83298509e-02]
[ 4.54508530e-02 -3.52233548e-02 8.35377736e-02 7.80850722e-02
1.12336069e-01 -1.46333863e-02 2.68189419e-01 1.20254071e-01
-4.30000405e-02 -7.61013348e-02]
[ 5.54236137e-03 -1.54848921e-01 -2.91059914e-01 -5.06608434e-02
2.23564184e-01 -9.02468674e-02 1.77084284e-01 1.64227496e-01
1.05348992e-01 -3.18411751e-02]
[ 4.84934644e-02 -2.65607249e-03 -1.19685129e-01 3.74094380e-02
-6.84878141e-02 3.25859646e-01 2.60004844e-01 2.05288236e-01
-1.68316599e-01 -6.33250379e-02]
[ 1.28112901e-02 -1.01334909e-03 1.25767474e-01 1.17236798e-01
-4.50279793e-02 1.02412146e-01 -1.77361478e-01 -4.04375582e-02
2.18174269e-01 9.08940616e-02]
[ 9.98812628e-02 5.82577782e-02 -5.23810666e-02 -1.15383372e-01
-6.63231595e-02 -3.25453000e-01 1.28583533e-01 8.06781731e-03
1.31818851e-01 7.63377083e-02]
[ -9.57858662e-02 2.17763989e-02 -1.41714326e-02 2.62270414e-02
-1.15526562e-03 -2.04130235e-01 -9.90572287e-02 -1.95734700e-02
1.70414015e-02 1.32639572e-01]
[ -1.38255037e-01 -4.37675497e-02 -1.94447994e-01 3.98745114e-03
-2.75643590e-01 -6.98958025e-03 -3.20687181e-02 -2.29364204e-02
9.35450314e-03 7.18910342e-02]
[ -2.06695740e-02 -3.59291729e-02 -7.02454437e-02 -1.15445642e-01
4.94026122e-01 2.72211291e-01 5.08102518e-01 1.13843425e-01
-1.72424523e-01 -3.59248538e-01]
[ -2.88961708e-03 -3.13384809e-01 -2.30897262e-02 -5.52279964e-02
6.07398947e-01 9.53469782e-02 4.55576527e-01 9.24549394e-02
4.24400918e-02 -3.59652973e-01]
[ 1.87240416e-02 -3.82779276e-01 -3.93188684e-02 -9.81435760e-02
6.48417780e-01 2.08965768e-02 4.38295867e-01 4.93408567e-02
-3.55002077e-01 -2.05623878e-01]
[ -1.49383989e-01 -5.13920400e-01 -2.62801145e-04 -1.78193815e-01
6.90197450e-01 -9.80762420e-02 5.44045207e-01 -8.09339548e-02
-4.85103980e-02 1.04201875e-01]
[ -2.72450168e-01 -3.24134495e-01 6.27696268e-02 -2.79692105e-02
8.63411911e-01 1.36174358e-01 3.47416093e-01 4.89084504e-02
-7.39595726e-02 -1.15778793e-01]
[ -1.73617035e-01 -2.02764316e-01 2.63506752e-01 -2.06623520e-01
5.51171439e-01 -5.58417120e-02 5.88799033e-01 1.54137199e-02
-2.27512387e-01 7.57202116e-03]
[ -1.08736450e-01 -1.58440420e-01 -1.71265510e-01 -7.49667815e-02
4.08314779e-01 -2.38180096e-01 1.14633951e-01 1.70855557e-01
1.04434529e-02 -9.20883523e-02]
[ 1.23642161e-01 2.58494448e-01 1.69494248e-01 -7.41701487e-02
-1.27800928e-01 4.44548004e-02 -1.71527692e-01 2.84672615e-01
8.66722099e-02 1.90219465e-01]
[ 3.40392203e-01 2.84712950e-01 -8.79317936e-02 3.05006291e-01
-8.75320007e-01 -2.84091056e-01 -4.44911462e-01 1.77291061e-01
3.70830383e-01 -5.28489994e-02]
[ 5.50982975e-02 1.64450552e-01 2.56453967e-01 2.62948657e-01
-9.36421450e-02 -1.99238399e-01 -2.00073113e-01 -1.32203119e-01
-1.30585071e-01 -2.74802854e-01]
[ 2.67903882e-02 -4.29185531e-02 -1.16642412e-01 -4.98756425e-02
2.39843227e-01 4.06264982e-02 -1.59654162e-02 -1.84005605e-01
3.79691562e-02 2.13269278e-01]
[ -3.10774119e-04 -5.72587875e-02 -6.68210152e-02 -5.17065324e-02
-9.54858704e-03 -1.74876563e-01 9.22258257e-02 1.01929701e-02
3.71135793e-02 7.50191445e-03]
[ 2.10185598e-02 4.52994375e-02 2.41469839e-01 6.32717937e-02
-1.92265757e-01 -1.30233050e-01 1.37829617e-01 3.93448783e-02
-1.94495302e-01 9.97849133e-02]
[ 5.82807146e-02 -5.48965600e-03 1.01936697e-01 -1.09207152e-02
-1.81054127e-01 7.60968425e-02 1.04257406e-01 -2.71398332e-01
-3.12318758e-02 -1.06187913e-01]
[ -2.77175498e-02 4.31336675e-02 7.70925708e-02 -5.28803334e-02
3.92383665e-02 1.89526969e-01 1.45344543e-01 1.17659995e-01
-3.86727093e-02 1.52892557e-01]
[ 2.11435537e-01 3.85782242e-02 2.43453276e-02 6.81338126e-02
9.76449763e-02 -1.75469122e-02 -1.30656934e-01 1.47743030e-01
-6.47168210e-02 -3.12695749e-02]
[ 2.58132942e-02 -6.12314796e-02 9.39332652e-03 1.80911003e-02
-3.36132695e-01 -1.15507107e-01 -1.61825768e-01 4.01354349e-02
1.03009915e-01 1.73590869e-01]
[ 2.29263656e-02 5.17486678e-01 1.10816134e-01 3.83137346e-01
-9.99610229e-01 -2.98479413e-01 -6.07784828e-01 -7.43578637e-02
2.62561991e-01 3.08928327e-01]
[ 1.70954796e-01 5.14560224e-01 5.87487738e-02 4.04370440e-01
-8.00178551e-01 -7.97292191e-02 -4.44246684e-01 1.50188663e-01
1.91694963e-01 4.80056134e-01]
[ 2.54011103e-01 2.82476410e-01 2.42700583e-01 1.33612578e-01
-3.69760505e-01 8.45598495e-02 -1.92351975e-01 1.62346283e-01
2.29693604e-01 6.73794260e-02]
[ -7.84285022e-02 2.02363490e-01 2.39358809e-01 8.17996607e-03
-1.12625766e-02 1.33674744e-01 -8.22057935e-02 -1.53842781e-02
-3.96819991e-02 4.36092637e-02]
[ -9.78375499e-02 -8.50056113e-03 2.49381239e-02 9.20486460e-02
-4.85459200e-02 1.16614930e-01 2.59408168e-01 2.03134828e-02
-2.75818063e-01 -9.43179951e-02]
[ -2.18215520e-01 -1.54702654e-02 -9.25132348e-02 -3.42883631e-01
1.76291241e-01 1.19642961e-01 9.75292274e-02 1.03695863e-01
-2.06695721e-01 3.36218895e-02]
[ 1.82728347e-02 -3.45765064e-01 -1.23308293e-01 -1.51254180e-01
3.39589341e-01 2.30376314e-02 1.48311221e-01 1.53245065e-01
-1.56882371e-01 -2.09018288e-01]
[ 1.47487886e-01 -1.48039847e-01 -1.38598750e-01 -1.04633138e-03
1.28472156e-01 -6.11205153e-02 -1.58891119e-02 -1.48579491e-01
1.33794419e-01 -1.05099278e-01]
[ -1.19407952e-01 1.47520814e-01 2.57998320e-01 -2.32313509e-02
1.67999077e-01 8.83719023e-02 -1.36087740e-02 -2.98646478e-01
-1.22607965e-01 -6.12281848e-02]
[ -3.51582518e-01 9.03342090e-02 1.07610009e-02 -3.17634907e-02
1.45402718e-01 -1.69058684e-01 -3.53910977e-02 2.34905796e-01
-9.45032933e-02 7.61814850e-02]
[ 1.46687672e-01 9.80836784e-02 -2.39561714e-01 -9.66049358e-02
1.26212788e-01 -2.90983408e-01 1.73364175e-02 -1.68076909e-01
-6.66185050e-03 -1.92979746e-01]
[ 2.09450994e-01 -1.45943373e-01 6.06879126e-02 -2.71220680e-02
7.41711924e-02 -3.03911538e-02 -5.89952016e-03 -1.37149923e-01
1.08149651e-01 -1.82285535e-01]
[ -1.07508534e-01 -4.00117206e-02 1.19396950e-01 1.04662233e-01
4.34275128e-02 -1.10310867e-01 2.45620416e-01 -7.73978215e-02
1.81808173e-01 -7.65080805e-03]
[ 1.68319915e-02 -1.35357607e-01 2.12745895e-01 -2.23143621e-01
5.61308648e-02 1.07957452e-01 1.59172178e-02 -1.13359514e-01
3.40349407e-02 2.46904212e-01]]
[[ 0.5451269 ]
[ 1.40081105]
[ 0.26420341]
[ 0.79893414]
[-2.49369062]
[-0.28447062]
[-1.50586158]
[ 0.02714506]
[ 0.62073644]
[ 0.8306994 ]]
Progress: 19.1% ... Training loss: 0.307 ... Validation loss: 0.488[[ 1.60796229e-01 2.23908105e-01 -1.11524431e-01 1.05183448e-01
-5.10244871e-01 -6.95100190e-02 -6.52447964e-02 1.23877489e-01
-7.57917151e-02 1.92126991e-01]
[ 1.33328811e-02 1.64182898e-01 -2.07214501e-02 3.74873494e-02
1.05234146e-01 -4.75045079e-03 3.04382632e-01 4.11441890e-02
1.36934548e-01 -3.14018066e-02]
[ 1.88407599e-01 4.22434367e-01 2.51907748e-02 7.61291304e-02
1.23734763e-01 -5.03675999e-02 -5.10478513e-01 -3.49673841e-02
8.99167897e-02 3.22590587e-01]
[ -2.78441666e-02 -3.07182819e-01 -2.41931846e-01 1.98625107e-02
1.64709583e-02 1.67309378e-01 1.40219464e-01 5.55286992e-02
1.24776898e-02 9.84855310e-02]
[ -4.29254010e-04 1.80979306e-01 -1.44505226e-01 4.60715403e-02
7.27393657e-02 -1.81532189e-01 1.93746095e-02 -1.19773893e-01
-1.82355264e-01 2.23762279e-02]
[ -3.53689026e-01 -3.51894484e-01 -2.87891025e-01 1.50682100e-01
1.63443989e-01 4.63735984e-02 5.15477833e-02 -3.54649253e-02
-6.73789355e-03 2.50511280e-02]
[ 1.48487527e-03 -1.50988438e-01 1.21535561e-02 1.00251819e-01
-4.82248131e-02 -7.38035815e-02 1.57609860e-01 -1.89401285e-01
1.90982547e-01 4.17642260e-02]
[ 1.15677703e-01 -2.17344295e-01 3.37708858e-02 -6.55914151e-02
1.28937080e-01 -4.59951137e-02 5.45094372e-02 1.22281326e-01
7.39912818e-02 -1.99755974e-02]
[ -1.66461057e-01 -6.81592009e-02 -3.03685204e-01 -1.67737715e-02
-2.30045055e-02 6.85629468e-02 -2.20199959e-01 -2.77865318e-02
2.62541066e-01 -1.19267055e-01]
[ 6.85534127e-02 -2.52653336e-01 9.24432843e-02 3.56778938e-02
1.27565503e-01 -1.11815575e-01 5.38961123e-02 -9.89818213e-02
1.27634425e-02 1.37178662e-01]
[ -7.70574185e-02 8.49403281e-02 -1.91452912e-04 -1.53345005e-01
3.37582554e-02 2.26400886e-02 8.52705814e-02 -1.02288806e-01
-1.97715896e-02 -1.23657586e-01]
[ -1.01836451e-01 -2.68121492e-02 -6.58064168e-02 1.58286046e-03
3.29868146e-01 9.77737389e-02 -5.54975690e-03 -1.52295558e-02
-1.60285139e-01 -1.95838018e-01]
[ -1.55803725e-01 6.75415779e-03 6.25267082e-02 2.34194033e-02
-1.76268782e-01 -2.20353409e-01 -1.81228537e-01 -1.96923308e-01
8.84909062e-02 1.76025999e-01]
[ -2.21327564e-01 -1.67242519e-01 1.18010013e-01 2.67658252e-01
-1.13220168e-01 -8.21538279e-02 -9.96866187e-02 -2.55257068e-01
-2.12475578e-01 -7.17106217e-04]
[ 1.20146473e-01 -5.06684830e-02 -1.60602717e-02 1.24877254e-01
-2.57995357e-02 -8.74561848e-02 1.11360551e-01 4.38482584e-03
3.66041570e-02 2.72503453e-02]
[ 3.42139056e-02 -4.68065481e-02 -2.12610101e-01 1.44145948e-01
-3.86607094e-02 8.89366836e-02 -7.91268538e-02 -2.00508412e-02
-9.76854307e-02 -7.83612871e-03]
[ -1.23124808e-01 -5.58651620e-02 -2.04282496e-01 1.53095707e-01
-1.15361841e-02 1.35359701e-01 7.74152711e-03 -2.50251206e-01
6.61319990e-02 -2.02505833e-01]
[ -7.20070420e-02 -3.81707387e-02 2.75383308e-01 9.50699606e-02
1.32549011e-01 -6.05996354e-02 -1.23682763e-01 1.20610491e-01
6.76169570e-02 2.94241640e-02]
[ 4.60056824e-02 -3.41243284e-02 8.37903466e-02 7.88995737e-02
1.09782920e-01 -1.49363887e-02 2.66621470e-01 1.20281957e-01
-4.23634402e-02 -7.54532081e-02]
[ 5.63731105e-03 -1.54517584e-01 -2.91017744e-01 -5.05750031e-02
2.23150098e-01 -9.03021560e-02 1.76863828e-01 1.64227794e-01
1.05395685e-01 -3.17670396e-02]
[ 4.88584118e-02 -2.01366876e-03 -1.19461353e-01 3.80197993e-02
-7.04127560e-02 3.25615977e-01 2.59039507e-01 2.05312415e-01
-1.67784737e-01 -6.28551872e-02]
[ 1.21457147e-02 -2.61176822e-03 1.25432155e-01 1.16227621e-01
-4.19062992e-02 1.02769014e-01 -1.75601540e-01 -4.04725746e-02
2.17384135e-01 8.98293289e-02]
[ 9.96753236e-02 5.77600650e-02 -5.24810440e-02 -1.15676310e-01
-6.52685668e-02 -3.25352423e-01 1.29123720e-01 8.05694952e-03
1.31582156e-01 7.60758352e-02]
[ -9.52891097e-02 2.29933782e-02 -1.39368473e-02 2.69658019e-02
-3.31580299e-03 -2.04377293e-01 -1.00389364e-01 -1.95479322e-02
1.75875462e-02 1.33415092e-01]
[ -1.37975121e-01 -4.33086294e-02 -1.94312188e-01 4.43542818e-03
-2.77030526e-01 -7.15376745e-03 -3.27095097e-02 -2.29207920e-02
9.70711717e-03 7.23415474e-02]
[ -2.10816947e-02 -3.70375655e-02 -7.04606759e-02 -1.16067953e-01
4.95981374e-01 2.72426956e-01 5.09284200e-01 1.13822544e-01
-1.72909545e-01 -3.59908753e-01]
[ -2.88321032e-03 -3.13379815e-01 -2.30845738e-02 -5.52144125e-02
6.07386835e-01 9.53420066e-02 4.55550626e-01 9.24553648e-02
4.24505923e-02 -3.59641054e-01]
[ 1.85499183e-02 -3.83158999e-01 -3.94020925e-02 -9.83983339e-02
6.49164976e-01 2.09867067e-02 4.38742184e-01 4.93321270e-02
-3.55201581e-01 -2.05889519e-01]
[ -1.49225351e-01 -5.13655746e-01 -1.87674095e-04 -1.77946834e-01
6.89468696e-01 -9.81649775e-02 5.43725104e-01 -8.09259695e-02
-4.83167973e-02 1.04456226e-01]
[ -2.72450168e-01 -3.24134495e-01 6.27696268e-02 -2.79692105e-02
8.63411911e-01 1.36174358e-01 3.47416093e-01 4.89084504e-02
-7.39595726e-02 -1.15778793e-01]
[ -1.73612699e-01 -2.03050298e-01 2.63516135e-01 -2.06552752e-01
5.51116365e-01 -5.58615027e-02 5.89019666e-01 1.54148908e-02
-2.27482243e-01 7.64444387e-03]
[ -1.08928576e-01 -1.59155792e-01 -1.71377322e-01 -7.52456814e-02
4.09233130e-01 -2.38094987e-01 1.15313177e-01 1.70847121e-01
1.02321849e-02 -9.24005380e-02]
[ 1.25106869e-01 2.62205871e-01 1.70221315e-01 -7.19575503e-02
-1.34537273e-01 4.36815416e-02 -1.75568581e-01 2.84743713e-01
8.83564555e-02 1.92386431e-01]
[ 3.40023639e-01 2.83701324e-01 -8.81337475e-02 3.04410130e-01
-8.73640176e-01 -2.83862459e-01 -4.43704621e-01 1.77270361e-01
3.70394592e-01 -5.34475755e-02]
[ 5.47368475e-02 1.63492482e-01 2.56277174e-01 2.62406062e-01
-9.18997221e-02 -1.99045426e-01 -1.99081721e-01 -1.32222001e-01
-1.31021520e-01 -2.75389289e-01]
[ 2.74513964e-02 -4.11812529e-02 -1.16319229e-01 -4.88829958e-02
2.36660487e-01 4.02674457e-02 -1.78597289e-02 -1.83974012e-01
3.87422927e-02 2.14199035e-01]
[ -1.41787370e-05 -5.65744819e-02 -6.66861271e-02 -5.12862644e-02
-1.08089295e-02 -1.75013083e-01 9.14694504e-02 1.02070146e-02
3.74294956e-02 7.94927133e-03]
[ 2.09766847e-02 4.51049727e-02 2.41439372e-01 6.31993130e-02
-1.92067413e-01 -1.30209920e-01 1.37997364e-01 3.93427415e-02
-1.94546548e-01 9.97053299e-02]
[ 5.87603599e-02 -4.32589748e-03 1.02120124e-01 -1.02073897e-02
-1.83116757e-01 7.58402110e-02 1.02927408e-01 -2.71374703e-01
-3.06618519e-02 -1.05580584e-01]
[ -2.80295807e-02 4.23364050e-02 7.69392597e-02 -5.33491490e-02
4.05633104e-02 1.89687884e-01 1.46184120e-01 1.17644734e-01
-3.90357856e-02 1.52445942e-01]
[ 2.11477158e-01 3.87297040e-02 2.43727129e-02 6.82196764e-02
9.73733511e-02 -1.75847696e-02 -1.30839545e-01 1.47745863e-01
-6.46564793e-02 -3.12091320e-02]
[ 2.62610495e-02 -6.01361074e-02 9.60270076e-03 1.86988679e-02
-3.38047826e-01 -1.15710637e-01 -1.63134792e-01 4.01545912e-02
1.03500837e-01 1.74281987e-01]
[ 2.28552200e-02 5.17201198e-01 1.10785218e-01 3.83050114e-01
-9.99270319e-01 -2.98435231e-01 -6.07485366e-01 -7.43595926e-02
2.62457865e-01 3.08822977e-01]
[ 1.70476404e-01 5.13102070e-01 5.85407315e-02 4.03801728e-01
-7.98568731e-01 -7.95438883e-02 -4.42857203e-01 1.50168646e-01
1.91216034e-01 4.79214813e-01]
[ 2.54298476e-01 2.82931740e-01 2.42839901e-01 1.34049541e-01
-3.71129225e-01 8.44038682e-02 -1.93147751e-01 1.62361033e-01
2.30044905e-01 6.78292263e-02]
[ -7.81665776e-02 2.03078382e-01 2.39500148e-01 8.60909955e-03
-1.26034010e-02 1.33520648e-01 -8.30130295e-02 -1.53698156e-02
-3.93513675e-02 4.40252382e-02]
[ -9.78117295e-02 -8.43567415e-03 2.49506149e-02 9.20867077e-02
-4.86653414e-02 1.16600964e-01 2.59342368e-01 2.03147976e-02
-2.75788930e-01 -9.42778280e-02]
[ -2.18243347e-01 -1.55523260e-02 -9.25252560e-02 -3.42912939e-01
1.76394057e-01 1.19652031e-01 9.75530874e-02 1.03694540e-01
-2.06718823e-01 3.35884669e-02]
[ 1.82142201e-02 -3.46060855e-01 -1.23352786e-01 -1.51354521e-01
3.39894277e-01 2.30728495e-02 1.48608018e-01 1.53241783e-01
-1.56955532e-01 -2.09142623e-01]
[ 1.47591130e-01 -1.48097109e-01 -1.38568701e-01 -7.83078642e-04
1.27437087e-01 -6.11960408e-02 -1.59176274e-02 -1.48576638e-01
1.33971906e-01 -1.04933160e-01]
[ -1.17759200e-01 1.51071298e-01 2.58836205e-01 -2.07458017e-02
1.60543029e-01 8.74731914e-02 -1.80170167e-02 -2.98560079e-01
-1.20645450e-01 -5.88293871e-02]
[ -3.51791726e-01 8.99463480e-02 1.06612051e-02 -3.20735593e-02
1.46204773e-01 -1.68952476e-01 -3.48188879e-02 2.34892987e-01
-9.47842882e-02 7.58527509e-02]
[ 1.47303685e-01 9.90592879e-02 -2.39270030e-01 -9.55870043e-02
1.23373891e-01 -2.91358663e-01 1.60570197e-02 -1.68040200e-01
-5.89155034e-03 -1.92036264e-01]
[ 2.09109381e-01 -1.47140532e-01 6.05076799e-02 -2.77045009e-02
7.60405322e-02 -3.01941477e-02 -4.82135849e-03 -1.37170674e-01
1.07675731e-01 -1.82949408e-01]
[ -1.07591441e-01 -4.02907162e-02 1.19350984e-01 1.04486730e-01
4.39686577e-02 -1.10232909e-01 2.45802224e-01 -7.74043986e-02
1.81707177e-01 -7.79590573e-03]
[ 1.67352734e-02 -1.35486406e-01 2.12632139e-01 -2.23196001e-01
5.61184402e-02 1.07991700e-01 1.60161801e-02 -1.13364250e-01
3.39587732e-02 2.46627442e-01]]
[[ 0.55264947]
[ 1.40845596]
[ 0.27150912]
[ 0.80514322]
[-2.48727304]
[-0.27766549]
[-1.49946363]
[ 0.03267765]
[ 0.62820886]
[ 0.83868635]]
Progress: 19.1% ... Training loss: 0.306 ... Validation loss: 0.485[[ 1.61143974e-01 2.24002042e-01 -1.11432241e-01 1.05348704e-01
-5.11169643e-01 -6.94776834e-02 -6.58064314e-02 1.23884584e-01
-7.55069477e-02 1.92162584e-01]
[ 1.30917379e-02 1.63554539e-01 -2.08412638e-02 3.71207892e-02
1.06362519e-01 -4.63100969e-03 3.05036136e-01 4.11293241e-02
1.36659017e-01 -3.17757732e-02]
[ 1.86037979e-01 4.18122957e-01 2.39257609e-02 7.21669482e-02
1.34664129e-01 -4.90363494e-02 -5.05190661e-01 -3.51275123e-02
8.69544897e-02 3.18432575e-01]
[ -2.65427696e-02 -3.02888580e-01 -2.41218460e-01 2.23610938e-02
8.99870661e-03 1.66339229e-01 1.36125848e-01 5.56278332e-02
1.41140127e-02 1.01250104e-01]
[ 2.31959167e-03 1.85900124e-01 -1.43212654e-01 4.92887028e-02
6.40933984e-02 -1.82471096e-01 1.28469195e-02 -1.19635618e-01
-1.79469508e-01 2.61967576e-02]
[ -3.52658522e-01 -3.49818257e-01 -2.87369846e-01 1.52272239e-01
1.58506469e-01 4.58407844e-02 4.93198361e-02 -3.53993664e-02
-5.50430975e-03 2.65862191e-02]
[ 1.97015600e-03 -1.50666004e-01 1.23913325e-02 1.00859928e-01
-4.99953016e-02 -7.39429411e-02 1.56504141e-01 -1.89376757e-01
1.91573462e-01 4.24929398e-02]
[ 1.15317361e-01 -2.18143841e-01 3.35387833e-02 -6.62621981e-02
1.30536562e-01 -4.57714830e-02 5.54677771e-02 1.22251614e-01
7.34247442e-02 -2.09787457e-02]
[ -1.65624619e-01 -6.70470332e-02 -3.03299879e-01 -1.55828641e-02
-2.61698499e-02 6.81536163e-02 -2.22205776e-01 -2.77369415e-02
2.63399366e-01 -1.18046604e-01]
[ 7.02641226e-02 -2.50444435e-01 9.31683087e-02 3.78775956e-02
1.20386357e-01 -1.12527652e-01 5.03766356e-02 -9.88895299e-02
1.45099484e-02 1.39084776e-01]
[ -7.67605329e-02 8.55547467e-02 7.99642849e-06 -1.52811247e-01
3.22929466e-02 2.24917150e-02 8.43586908e-02 -1.02268249e-01
-1.93701021e-02 -1.23017813e-01]
[ -1.01852165e-01 -2.69241856e-02 -6.58187125e-02 1.56777331e-03
3.30238730e-01 9.77763166e-02 -5.49953338e-03 -1.52324395e-02
-1.60316871e-01 -1.95902799e-01]
[ -1.55803725e-01 6.75415779e-03 6.25267082e-02 2.34194033e-02
-1.76268782e-01 -2.20353409e-01 -1.81228537e-01 -1.96923308e-01
8.84909062e-02 1.76025999e-01]
[ -2.21217870e-01 -1.67111817e-01 1.18081717e-01 2.67861065e-01
-1.13724373e-01 -8.22182001e-02 -9.98325940e-02 -2.55249272e-01
-2.12327861e-01 -6.05596520e-04]
[ 1.20569744e-01 -4.97334322e-02 -1.58444755e-02 1.25525739e-01
-2.80360834e-02 -8.76792009e-02 1.10481499e-01 4.41215876e-03
3.71305384e-02 2.78882708e-02]
[ 3.44945415e-02 -4.65130922e-02 -2.12461557e-01 1.44581667e-01
-3.99285177e-02 8.88073001e-02 -7.97524449e-02 -2.00353568e-02
-9.73560994e-02 -7.38166868e-03]
[ -1.22649924e-01 -5.53426529e-02 -2.04054890e-01 1.53668491e-01
-1.31684087e-02 1.35197612e-01 6.78574301e-03 -2.50228504e-01
6.66811849e-02 -2.01829754e-01]
[ -7.14148071e-02 -3.68062675e-02 2.75662943e-01 9.59748564e-02
1.29782048e-01 -6.08708057e-02 -1.25397631e-01 1.20648570e-01
6.83279547e-02 3.03307098e-02]
[ 4.58362506e-02 -3.43808438e-02 8.37244510e-02 7.86607198e-02
1.10530940e-01 -1.48802332e-02 2.67027732e-01 1.20272423e-01
-4.25620886e-02 -7.56661396e-02]
[ 6.11144673e-03 -1.53114516e-01 -2.90747261e-01 -4.97774683e-02
2.20502605e-01 -9.05754860e-02 1.75484681e-01 1.64260398e-01
1.05997385e-01 -3.11588609e-02]
[ 4.85682728e-02 -3.06385696e-03 -1.19691310e-01 3.73945529e-02
-6.87881328e-02 3.25843784e-01 2.60106422e-01 2.05285664e-01
-1.68309613e-01 -6.35939624e-02]
[ 1.13385525e-02 -4.50843055e-03 1.25014714e-01 1.14952895e-01
-3.80187957e-02 1.03195973e-01 -1.73560571e-01 -4.05241291e-02
2.16419846e-01 8.85388813e-02]
[ 9.95416405e-02 5.73047269e-02 -5.25328161e-02 -1.15868390e-01
-6.46100910e-02 -3.25282020e-01 1.29506735e-01 8.04957586e-03
1.31421257e-01 7.58828991e-02]
[ -9.51730687e-02 2.28753667e-02 -1.39025651e-02 2.70753542e-02
-3.75294059e-03 -2.04426824e-01 -1.00528680e-01 -1.95429338e-02
1.76702533e-02 1.33534465e-01]
[ -1.37053719e-01 -4.14698885e-02 -1.93882994e-01 5.81292435e-03
-2.80730639e-01 -7.62007460e-03 -3.51480822e-02 -2.28646096e-02
1.07240708e-02 7.37436728e-02]
[ -2.09999315e-02 -3.69964783e-02 -7.04112918e-02 -1.15939361e-01
4.95651275e-01 2.72386777e-01 5.09204121e-01 1.13827875e-01
-1.72811866e-01 -3.59802266e-01]
[ -2.65657122e-03 -3.13014643e-01 -2.29524832e-02 -5.48172347e-02
6.06246440e-01 9.52058514e-02 4.55074308e-01 9.24706946e-02
4.27481643e-02 -3.59322289e-01]
[ 1.85863373e-02 -3.83377259e-01 -3.93925373e-02 -9.83331650e-02
6.48861739e-01 2.09722788e-02 4.38896432e-01 4.93352054e-02
-3.55175272e-01 -2.05818766e-01]
[ -1.49254046e-01 -5.13718746e-01 -2.01092883e-04 -1.77989076e-01
6.89576642e-01 -9.81506168e-02 5.43790438e-01 -8.09276473e-02
-4.83494636e-02 1.04413837e-01]
[ -2.72516886e-01 -3.24549147e-01 6.27290658e-02 -2.80724123e-02
8.63600252e-01 1.36208264e-01 3.47735415e-01 4.89043205e-02
-7.40302673e-02 -1.15888832e-01]
[ -1.73628466e-01 -2.03182028e-01 2.63519104e-01 -2.06559329e-01
5.51019224e-01 -5.58645301e-02 5.89102177e-01 1.54150023e-02
-2.27485772e-01 7.64712259e-03]
[ -1.09347325e-01 -1.60229630e-01 -1.71601807e-01 -7.59027520e-02
4.11213976e-01 -2.37876972e-01 1.16530636e-01 1.70821231e-01
9.74667791e-03 -9.30724002e-02]
[ 1.26031704e-01 2.64339263e-01 1.70708941e-01 -7.05352946e-02
-1.38944914e-01 4.31876323e-02 -1.78060412e-01 2.84799973e-01
8.94375760e-02 1.93823395e-01]
[ 3.40375163e-01 2.84476738e-01 -8.80142315e-02 3.04816393e-01
-8.74728983e-01 -2.83967658e-01 -4.44542905e-01 1.77287211e-01
3.70622269e-01 -5.30575053e-02]
[ 5.44076183e-02 1.62742867e-01 2.56114776e-01 2.61890256e-01
-9.03088943e-02 -1.98866423e-01 -1.98318126e-01 -1.32242817e-01
-1.31421242e-01 -2.75917883e-01]
[ 2.74317231e-02 -4.12274647e-02 -1.16328221e-01 -4.89041459e-02
2.36828481e-01 4.02737272e-02 -1.77921061e-02 -1.83975272e-01
3.87208475e-02 2.14199540e-01]
[ 9.21227638e-05 -5.65178944e-02 -6.66472427e-02 -5.11210608e-02
-1.14101569e-02 -1.75070015e-01 9.11764428e-02 1.02135119e-02
3.75578537e-02 8.12721590e-03]
[ 2.15335307e-02 4.65425157e-02 2.41677219e-01 6.40286694e-02
-1.94601423e-01 -1.30488778e-01 1.36481745e-01 3.93769104e-02
-1.93901186e-01 1.00463535e-01]
[ 5.83464156e-02 -5.35611238e-03 1.01910942e-01 -1.08775040e-02
-1.81062906e-01 7.60582531e-02 1.04146937e-01 -2.71399443e-01
-3.11894848e-02 -1.06269878e-01]
[ -2.75757454e-02 4.36324739e-02 7.71826496e-02 -5.26217647e-02
3.83247079e-02 1.89431451e-01 1.44898489e-01 1.17673618e-01
-3.84863563e-02 1.52980121e-01]
[ 2.11648903e-01 3.89894376e-02 2.44225048e-02 6.83647793e-02
9.70536703e-02 -1.76264939e-02 -1.31306027e-01 1.47751387e-01
-6.45585563e-02 -3.10459299e-02]
[ 2.63501067e-02 -5.99079024e-02 9.65039604e-03 1.88303318e-02
-3.38466959e-01 -1.15754249e-01 -1.63363538e-01 4.01596964e-02
1.03605210e-01 1.74412282e-01]
[ 2.32753461e-02 5.17604348e-01 1.11003053e-01 3.83574803e-01
-1.00072004e+00 -2.98558523e-01 -6.08473339e-01 -7.43409366e-02
2.62944388e-01 3.09424177e-01]
[ 1.69988259e-01 5.11789355e-01 5.83022578e-02 4.03059943e-01
-7.96564636e-01 -7.92856425e-02 -4.41561040e-01 1.50139986e-01
1.90714153e-01 4.78482530e-01]
[ 2.54659460e-01 2.83822305e-01 2.43025040e-01 1.34580909e-01
-3.72703451e-01 8.42159339e-02 -1.94161272e-01 1.62382339e-01
2.30452008e-01 6.83839112e-02]
[ -7.79272504e-02 2.03632533e-01 2.39609405e-01 8.95555959e-03
-1.34777554e-02 1.33400608e-01 -8.36369189e-02 -1.53559861e-02
-3.90749674e-02 4.43959014e-02]
[ -9.78658011e-02 -8.54812945e-03 2.49259808e-02 9.20088962e-02
-4.83649512e-02 1.16629762e-01 2.59474767e-01 2.03116152e-02
-2.75847287e-01 -9.43605365e-02]
[ -2.18389338e-01 -1.60169336e-02 -9.26060253e-02 -3.43125343e-01
1.77001077e-01 1.19721597e-01 9.80291540e-02 1.03685928e-01
-2.06885309e-01 3.33763098e-02]
[ 1.81676831e-02 -3.46173340e-01 -1.23368676e-01 -1.51408468e-01
3.39997367e-01 2.30904806e-02 1.48734006e-01 1.53239785e-01
-1.56997179e-01 -2.09208789e-01]
[ 1.46665944e-01 -1.51053362e-01 -1.39105474e-01 -2.33666405e-03
1.31672892e-01 -6.06456567e-02 -1.29686149e-02 -1.48639424e-01
1.32786784e-01 -1.06525548e-01]
[ -1.16749357e-01 1.52811060e-01 2.59353058e-01 -1.92809118e-02
1.56516552e-01 8.69866810e-02 -2.03978746e-02 -2.98502910e-01
-1.19498301e-01 -5.73265637e-02]
[ -3.51945751e-01 8.90728551e-02 1.05911724e-02 -3.24099911e-02
1.47107235e-01 -1.68814983e-01 -3.41672480e-02 2.34878845e-01
-9.49894385e-02 7.55782989e-02]
[ 1.47750564e-01 9.98409531e-02 -2.39065767e-01 -9.48866747e-02
1.21378819e-01 -2.91593159e-01 1.47804834e-02 -1.68013056e-01
-5.39974765e-03 -1.91329147e-01]
[ 2.09886397e-01 -1.45386499e-01 6.08716962e-02 -2.66273141e-02
7.31579399e-02 -3.05798477e-02 -6.83851354e-03 -1.37123830e-01
1.08491354e-01 -1.81874312e-01]
[ -1.07520980e-01 -4.03055789e-02 1.19405398e-01 1.04591701e-01
4.34481278e-02 -1.10262100e-01 2.45650414e-01 -7.73990855e-02
1.81800686e-01 -7.74650380e-03]
[ 1.75021654e-02 -1.33205974e-01 2.13011575e-01 -2.21934988e-01
5.21309736e-02 1.07581846e-01 1.38607438e-02 -1.13313827e-01
3.49172222e-02 2.47640950e-01]]
[[ 0.55823265]
[ 1.41310608]
[ 0.27749567]
[ 0.81244213]
[-2.48079901]
[-0.27068225]
[-1.49009129]
[ 0.03880561]
[ 0.63476406]
[ 0.84548083]]
Progress: 19.1% ... Training loss: 0.309 ... Validation loss: 0.490[[ 1.61528470e-01 2.24355647e-01 -1.11287315e-01 1.05949312e-01
-5.12931688e-01 -6.96896492e-02 -6.64262550e-02 1.23924600e-01
-7.48753203e-02 1.92375537e-01]
[ 1.30083050e-02 1.63359439e-01 -2.08790006e-02 3.70124624e-02
1.06628321e-01 -4.59638458e-03 3.05239263e-01 4.11235706e-02
1.36574429e-01 -3.18939130e-02]
[ 1.88077192e-01 4.22750503e-01 2.50443375e-02 7.49998709e-02
1.26099222e-01 -4.98716240e-02 -5.10926520e-01 -3.49768134e-02
8.95376653e-02 3.21472051e-01]
[ -2.53858741e-02 -2.99983290e-01 -2.40718281e-01 2.40957372e-02
4.74414130e-03 1.65728221e-01 1.32848763e-01 5.56903019e-02
1.53236275e-02 1.03117470e-01]
[ 3.54437544e-03 1.87853248e-01 -1.42606678e-01 5.12289378e-02
5.83942022e-02 -1.83096244e-01 1.03541297e-02 -1.19532177e-01
-1.77759333e-01 2.78426745e-02]
[ -3.54504724e-01 -3.54736871e-01 -2.88321864e-01 1.49672081e-01
1.66108692e-01 4.66958424e-02 5.47088244e-02 -3.55266232e-02
-7.56123625e-03 2.37100824e-02]
[ 2.22025810e-03 -1.49963913e-01 1.24722974e-02 1.01279867e-01
-5.14119937e-02 -7.41025359e-02 1.55909884e-01 -1.89354931e-01
1.91958563e-01 4.25607940e-02]
[ 1.15154188e-01 -2.19618462e-01 3.34553294e-02 -6.65797559e-02
1.31789199e-01 -4.56124275e-02 5.63462941e-02 1.22241749e-01
7.34028655e-02 -2.12537499e-02]
[ -1.65437037e-01 -6.66694955e-02 -3.03201884e-01 -1.52913364e-02
-2.72025653e-02 6.80977714e-02 -2.22620943e-01 -2.77234271e-02
2.63538266e-01 -1.17730054e-01]
[ 6.87949293e-02 -2.54988136e-01 9.24179175e-02 3.58235835e-02
1.25529135e-01 -1.11757436e-01 5.47655666e-02 -9.89845958e-02
1.30473464e-02 1.36549568e-01]
[ -7.69263024e-02 8.51170354e-02 -8.87570741e-05 -1.53138562e-01
3.37514102e-02 2.25897469e-02 8.51106254e-02 -1.02284106e-01
-1.95902640e-02 -1.23350392e-01]
[ -1.01768061e-01 -2.72262318e-02 -6.58157396e-02 1.77996094e-03
3.29930216e-01 9.76943735e-02 -5.42917893e-03 -1.52215414e-02
-1.60160268e-01 -1.95763190e-01]
[ -1.55824558e-01 6.72401015e-03 6.25143672e-02 2.33822930e-02
-1.76156057e-01 -2.20341040e-01 -1.81181675e-01 -1.96925064e-01
8.84622627e-02 1.75987440e-01]
[ -2.22324280e-01 -1.69510925e-01 1.17503962e-01 2.66180037e-01
-1.08939494e-01 -8.16613619e-02 -9.68835641e-02 -2.55330063e-01
-2.13621241e-01 -2.37141197e-03]
[ 1.20489971e-01 -5.05631005e-02 -1.58939718e-02 1.25554053e-01
-2.77533351e-02 -8.77092409e-02 1.11128735e-01 4.41229434e-03
3.71247561e-02 2.77691316e-02]
[ 3.43833916e-02 -4.69660298e-02 -2.12577798e-01 1.44387354e-01
-3.94330913e-02 8.88582638e-02 -7.93805557e-02 -2.00446633e-02
-9.75120546e-02 -7.60333063e-03]
[ -1.22681016e-01 -5.54488444e-02 -2.04070590e-01 1.53681408e-01
-1.33462303e-02 1.35183844e-01 6.84330594e-03 -2.50228629e-01
6.66392680e-02 -2.01951275e-01]
[ -7.11337768e-02 -3.60996246e-02 2.75799772e-01 9.63881020e-02
1.28720511e-01 -6.10116170e-02 -1.26001343e-01 1.20672023e-01
6.86754513e-02 3.05358669e-02]
[ 4.62989553e-02 -3.35931162e-02 8.39758154e-02 7.94049290e-02
1.07967233e-01 -1.50637216e-02 2.65924204e-01 1.20308401e-01
-4.18228313e-02 -7.49234934e-02]
[ 5.92183206e-03 -1.53492387e-01 -2.90828114e-01 -5.00240290e-02
2.21202168e-01 -9.04815473e-02 1.75894836e-01 1.64249390e-01
1.05820045e-01 -3.14122414e-02]
[ 4.83296022e-02 -3.73093853e-03 -1.19803291e-01 3.69913612e-02
-6.76568336e-02 3.25980189e-01 2.60769387e-01 2.05269344e-01
-1.68622079e-01 -6.39930122e-02]
[ 1.07115441e-02 -6.55922174e-03 1.24666157e-01 1.13910887e-01
-3.44622176e-02 1.03528599e-01 -1.71658928e-01 -4.05736262e-02
2.15751152e-01 8.75400856e-02]
[ 1.00165695e-01 5.89330645e-02 -5.22166575e-02 -1.14953452e-01
-6.74008853e-02 -3.25556069e-01 1.27871070e-01 8.09330824e-03
1.32039466e-01 7.68105928e-02]
[ -9.54105067e-02 2.21119264e-02 -1.40220326e-02 2.67388758e-02
-2.78773845e-03 -2.04311142e-01 -9.98579448e-02 -1.95594719e-02
1.74153062e-02 1.33230851e-01]
[ -1.37372043e-01 -4.22591125e-02 -1.94023808e-01 5.39662958e-03
-2.79647023e-01 -7.46569768e-03 -3.42183104e-02 -2.28861035e-02
1.03747843e-02 7.32844171e-02]
[ -2.09530023e-02 -3.69171301e-02 -7.03898414e-02 -1.15869212e-01
4.95397986e-01 2.72374886e-01 5.09071010e-01 1.13831700e-01
-1.72770132e-01 -3.59727152e-01]
[ -3.13474928e-03 -3.14264975e-01 -2.31910703e-02 -5.55538334e-02
6.08393019e-01 9.54502565e-02 4.56401805e-01 9.24353196e-02
4.21963746e-02 -3.60106133e-01]
[ 1.84881185e-02 -3.83834705e-01 -3.94560783e-02 -9.84601518e-02
6.49451754e-01 2.10109610e-02 4.39372413e-01 4.93291879e-02
-3.55284531e-01 -2.06007997e-01]
[ -1.49345967e-01 -5.13865210e-01 -2.49655905e-04 -1.78119460e-01
6.89994996e-01 -9.81068889e-02 5.43991472e-01 -8.09339407e-02
-4.84428536e-02 1.04277333e-01]
[ -2.72554178e-01 -3.24746692e-01 6.27133626e-02 -2.81123057e-02
8.63741194e-01 1.36223224e-01 3.47828487e-01 4.89022752e-02
-7.40696696e-02 -1.15933572e-01]
[ -1.73880270e-01 -2.03861208e-01 2.63392410e-01 -2.06924601e-01
5.52051096e-01 -5.57442657e-02 5.89743125e-01 1.53988438e-02
-2.27768884e-01 7.27447911e-03]
[ -1.09471457e-01 -1.60630159e-01 -1.71658974e-01 -7.60766432e-02
4.11738667e-01 -2.37822539e-01 1.16902834e-01 1.70814481e-01
9.61059264e-03 -9.32585536e-02]
[ 1.26387042e-01 2.65249677e-01 1.70870506e-01 -7.00131942e-02
-1.40483411e-01 4.30147670e-02 -1.79014679e-01 2.84824787e-01
8.98454954e-02 1.94358690e-01]
[ 3.39372405e-01 2.82049537e-01 -8.85447356e-02 3.03264739e-01
-8.70344040e-01 -2.83440723e-01 -4.41935589e-01 1.77211101e-01
3.69528724e-01 -5.45287409e-02]
[ 5.44048302e-02 1.62755050e-01 2.56117451e-01 2.61884266e-01
-9.02880112e-02 -1.98866029e-01 -1.98301214e-01 -1.32243461e-01
-1.31423253e-01 -2.75924270e-01]
[ 2.75972674e-02 -4.07220473e-02 -1.16247987e-01 -4.86239318e-02
2.35870943e-01 4.01726160e-02 -1.82196906e-02 -1.83962693e-01
3.89642833e-02 2.14375194e-01]
[ 1.13545007e-03 -5.38208192e-02 -6.61155188e-02 -4.95572909e-02
-1.61851606e-02 -1.75564996e-01 8.83677590e-02 1.02879135e-02
3.86804905e-02 9.62468040e-03]
[ 2.15680068e-02 4.67560394e-02 2.41679630e-01 6.40603035e-02
-1.94723833e-01 -1.30512575e-01 1.36273268e-01 3.93806014e-02
-1.93840877e-01 1.00474903e-01]
[ 5.82895017e-02 -5.61179981e-03 1.01854891e-01 -1.10329130e-02
-1.80568985e-01 7.61128561e-02 1.04388257e-01 -2.71407569e-01
-3.13095759e-02 -1.06437192e-01]
[ -2.78151881e-02 4.30207592e-02 7.70646947e-02 -5.29754737e-02
3.93873080e-02 1.89548945e-01 1.45549082e-01 1.17656590e-01
-3.87422323e-02 1.52649860e-01]
[ 2.11292758e-01 3.81252012e-02 2.42936044e-02 6.79427362e-02
9.85449295e-02 -1.74808747e-02 -1.30393378e-01 1.47731133e-01
-6.48529042e-02 -3.15680894e-02]
[ 2.65350063e-02 -5.95187078e-02 9.73386690e-03 1.90761723e-02
-3.39201418e-01 -1.15840559e-01 -1.63783320e-01 4.01690002e-02
1.03786342e-01 1.74620186e-01]
[ 2.33051782e-02 5.16923445e-01 1.11005362e-01 3.83696553e-01
-1.00099456e+00 -2.98568475e-01 -6.08141735e-01 -7.43342228e-02
2.63051140e-01 3.09383039e-01]
[ 1.69536748e-01 5.10741671e-01 5.80756289e-02 4.02373006e-01
-7.94773795e-01 -7.90240189e-02 -4.40130480e-01 1.50110537e-01
1.90206316e-01 4.77784282e-01]
[ 2.54712834e-01 2.83958339e-01 2.43051260e-01 1.34659181e-01
-3.72940113e-01 8.41898638e-02 -1.94300728e-01 1.62386053e-01
2.30506799e-01 6.84646491e-02]
[ -7.79732180e-02 2.03478340e-01 2.39580781e-01 8.87391703e-03
-1.33292193e-02 1.33428034e-01 -8.35525105e-02 -1.53599977e-02
-3.91345160e-02 4.43562969e-02]
[ -9.81918275e-02 -9.33044774e-03 2.47650129e-02 9.15360559e-02
-4.69110312e-02 1.16773715e-01 2.60349839e-01 2.02907357e-02
-2.76217637e-01 -9.48333337e-02]
[ -2.18568516e-01 -1.64991775e-02 -9.26994567e-02 -3.43395715e-01
1.77835348e-01 1.19802185e-01 9.85170681e-02 1.03673710e-01
-2.07071243e-01 3.30884064e-02]
[ 1.84245489e-02 -3.45992461e-01 -1.23243930e-01 -1.50954826e-01
3.38761571e-01 2.29410230e-02 1.48334371e-01 1.53260324e-01
-1.56668116e-01 -2.08808897e-01]
[ 1.47362770e-01 -1.48837234e-01 -1.38712253e-01 -9.93771671e-04
1.27424710e-01 -6.10391806e-02 -1.50577485e-02 -1.48577786e-01
1.33638233e-01 -1.05298799e-01]
[ -1.15961396e-01 1.53790378e-01 2.59741041e-01 -1.81517707e-02
1.53639430e-01 8.66538180e-02 -2.17481620e-02 -2.98446103e-01
-1.18533461e-01 -5.62513108e-02]
[ -3.52340634e-01 8.78247232e-02 1.03949644e-02 -3.29636838e-02
1.48827218e-01 -1.68640577e-01 -3.29647534e-02 2.34853415e-01
-9.54169449e-02 7.49337308e-02]
[ 1.47242889e-01 9.79868135e-02 -2.39394947e-01 -9.56988364e-02
1.23850744e-01 -2.91329169e-01 1.64087216e-02 -1.68050403e-01
-6.00973383e-03 -1.92249755e-01]
[ 2.09498845e-01 -1.46538654e-01 6.06443208e-02 -2.73086861e-02
7.53859213e-02 -3.03692038e-02 -5.49606796e-03 -1.37151710e-01
1.07995005e-01 -1.82594771e-01]
[ -1.08192564e-01 -4.20873201e-02 1.19085756e-01 1.03593988e-01
4.63516167e-02 -1.09930714e-01 2.47523254e-01 -7.74461856e-02
1.81107261e-01 -8.71076199e-03]
[ 1.64073828e-02 -1.35678858e-01 2.12446265e-01 -2.23568332e-01
5.63383531e-02 1.08126482e-01 1.65122277e-02 -1.13396296e-01
3.37733953e-02 2.45822105e-01]]
[[ 0.55466125]
[ 1.41107232]
[ 0.27155086]
[ 0.8057485 ]
[-2.48545824]
[-0.27636166]
[-1.49727809]
[ 0.03330277]
[ 0.6289441 ]
[ 0.8407244 ]]
Progress: 19.2% ... Training loss: 0.307 ... Validation loss: 0.487[[ 1.59616968e-01 2.20023662e-01 -1.12141943e-01 1.03210365e-01
-5.05171615e-01 -6.87617166e-02 -6.14892581e-02 1.23813811e-01
-7.69351072e-02 1.89488037e-01]
[ 1.26900708e-02 1.62597048e-01 -2.10401477e-02 3.65684867e-02
1.08101817e-01 -4.44084346e-03 3.06044233e-01 4.11049796e-02
1.36283899e-01 -3.23609363e-02]
[ 1.86076711e-01 4.20236309e-01 2.40302472e-02 7.15751957e-02
1.34481812e-01 -4.87761373e-02 -5.06964316e-01 -3.51052628e-02
8.70369311e-02 3.18353409e-01]
[ -2.57475722e-02 -3.01836349e-01 -2.40854625e-01 2.35656060e-02
6.81445784e-03 1.65901149e-01 1.34111531e-01 5.56692487e-02
1.50258372e-02 1.02896255e-01]
[ -6.76087532e-04 1.78442516e-01 -1.44684623e-01 4.52382818e-02
7.65452673e-02 -1.81061589e-01 2.15939513e-02 -1.19784038e-01
-1.82584197e-01 2.16200859e-02]
[ -3.54325949e-01 -3.55538575e-01 -2.88164436e-01 1.50314782e-01
1.65041391e-01 4.64911517e-02 5.49331942e-02 -3.55032231e-02
-7.15608686e-03 2.40673823e-02]
[ 1.47494798e-03 -1.51589657e-01 1.21359319e-02 1.00288192e-01
-4.83615644e-02 -7.37464661e-02 1.57818357e-01 -1.89398122e-01
1.91149141e-01 4.15756980e-02]
[ 1.15104687e-01 -2.19881460e-01 3.34588879e-02 -6.66509510e-02
1.31590714e-01 -4.55986734e-02 5.66177889e-02 1.22241331e-01
7.33472234e-02 -2.13741650e-02]
[ -1.65955942e-01 -6.79203000e-02 -3.03443552e-01 -1.60408657e-02
-2.48455483e-02 6.83612900e-02 -2.21350667e-01 -2.77552165e-02
2.63062430e-01 -1.18464606e-01]
[ 6.83977685e-02 -2.56936693e-01 9.22754995e-02 3.55469258e-02
1.26523500e-01 -1.11619532e-01 5.63234998e-02 -9.89997738e-02
1.27964225e-02 1.36094019e-01]
[ -7.70637353e-02 8.46074290e-02 -1.07917472e-04 -1.53306257e-01
3.43562351e-02 2.26258558e-02 8.55662391e-02 -1.02289043e-01
-1.96770466e-02 -1.23630150e-01]
[ -1.02368409e-01 -2.87093185e-02 -6.60712081e-02 1.05461565e-03
3.32472687e-01 9.79490131e-02 -3.76811306e-03 -1.52534250e-02
-1.60758312e-01 -1.96510647e-01]
[ -1.55824558e-01 6.72401015e-03 6.25143672e-02 2.33822930e-02
-1.76156057e-01 -2.20341040e-01 -1.81181675e-01 -1.96925064e-01
8.84622627e-02 1.75987440e-01]
[ -2.22359016e-01 -1.70329685e-01 1.17506424e-01 2.66278363e-01
-1.08957955e-01 -8.16899308e-02 -9.62719933e-02 -2.55328183e-01
-2.13603484e-01 -2.46217479e-03]
[ 1.20272108e-01 -5.14036931e-02 -1.59933076e-02 1.25307727e-01
-2.69126087e-02 -8.76157013e-02 1.11866177e-01 4.40142687e-03
3.69077684e-02 2.74290266e-02]
[ 3.42070115e-02 -4.75601825e-02 -2.12619410e-01 1.44209331e-01
-3.85827586e-02 8.89167779e-02 -7.89704124e-02 -2.00525574e-02
-9.76649798e-02 -7.80873581e-03]
[ -1.22421944e-01 -5.48178630e-02 -2.03935303e-01 1.54092629e-01
-1.45042504e-02 1.35052851e-01 6.31295360e-03 -2.50213599e-01
6.69570598e-02 -2.01539245e-01]
[ -7.21407527e-02 -3.83750344e-02 2.75301036e-01 9.49403109e-02
1.33066896e-01 -6.05241396e-02 -1.23443890e-01 1.20612462e-01
6.75276925e-02 2.90997950e-02]
[ 4.63332871e-02 -3.34940703e-02 8.39863272e-02 7.94065693e-02
1.07956038e-01 -1.50596583e-02 2.65856595e-01 1.20307689e-01
-4.18431470e-02 -7.49182563e-02]
[ 6.33946897e-03 -1.52512145e-01 -2.90575186e-01 -4.93026277e-02
2.18619806e-01 -9.07288947e-02 1.74823377e-01 1.64280487e-01
1.06382430e-01 -3.07982781e-02]
[ 4.79508436e-02 -4.60954257e-03 -1.19990885e-01 3.64114351e-02
-6.60352927e-02 3.26171750e-01 2.61804171e-01 2.05247133e-01
-1.69054652e-01 -6.44966515e-02]
[ 1.05170786e-02 -7.16893941e-03 1.24576443e-01 1.13633792e-01
-3.35320112e-02 1.03627934e-01 -1.71241709e-01 -4.05852469e-02
2.15576627e-01 8.72730196e-02]
[ 1.00498698e-01 5.97776983e-02 -5.20484386e-02 -1.14476505e-01
-6.87713239e-02 -3.25710503e-01 1.26963954e-01 8.11214346e-03
1.32381167e-01 7.73133272e-02]
[ -9.59488637e-02 2.08024331e-02 -1.42822636e-02 2.59580625e-02
-3.86949689e-04 -2.04043468e-01 -9.84183451e-02 -1.95916989e-02
1.68934159e-02 1.32424535e-01]
[ -1.37003493e-01 -4.14285363e-02 -1.93833039e-01 6.02737128e-03
-2.81354867e-01 -7.67786650e-03 -3.51753729e-02 -2.28598509e-02
1.08663749e-02 7.39170560e-02]
[ -2.08741371e-02 -3.68499009e-02 -7.03488037e-02 -1.15728715e-01
4.94989599e-01 2.72340049e-01 5.09008771e-01 1.13837317e-01
-1.72662700e-01 -3.59598539e-01]
[ -3.21115757e-03 -3.14452782e-01 -2.32279172e-02 -5.56638627e-02
6.08656227e-01 9.54884738e-02 4.56591004e-01 9.24308963e-02
4.21096667e-02 -3.60222400e-01]
[ 1.87684003e-02 -3.83742778e-01 -3.93240779e-02 -9.80154575e-02
6.48226981e-01 2.08575794e-02 4.39064656e-01 4.93470750e-02
-3.54958149e-01 -2.05648381e-01]
[ -1.49239704e-01 -5.14003288e-01 -1.60653461e-04 -1.77870683e-01
6.89311133e-01 -9.81922315e-02 5.43945302e-01 -8.09254356e-02
-4.82571210e-02 1.04518516e-01]
[ -2.72831686e-01 -3.25500718e-01 6.26125384e-02 -2.83960359e-02
8.64716461e-01 1.36323984e-01 3.48549729e-01 4.88909700e-02
-7.42856113e-02 -1.16220751e-01]
[ -1.73961259e-01 -2.04055161e-01 2.63359583e-01 -2.07030632e-01
5.52395705e-01 -5.57082141e-02 5.89916085e-01 1.53945511e-02
-2.27851849e-01 7.16430195e-03]
[ -1.09642963e-01 -1.61122540e-01 -1.71747952e-01 -7.63365716e-02
4.12562178e-01 -2.37729706e-01 1.17425772e-01 1.70804177e-01
9.41020365e-03 -9.34731025e-02]
[ 1.26436650e-01 2.65453167e-01 1.70896861e-01 -6.99433049e-02
-1.40719601e-01 4.29902186e-02 -1.79191230e-01 2.84828097e-01
8.99098582e-02 1.94440956e-01]
[ 3.38970263e-01 2.80794456e-01 -8.87873002e-02 3.02548560e-01
-8.68367132e-01 -2.83207037e-01 -4.40799184e-01 1.77182202e-01
3.69023997e-01 -5.51526566e-02]
[ 5.42315646e-02 1.62278120e-01 2.56053371e-01 2.61631848e-01
-8.94844287e-02 -1.98781312e-01 -1.97858662e-01 -1.32253061e-01
-1.31614939e-01 -2.76196606e-01]
[ 2.77711023e-02 -4.03357383e-02 -1.16151061e-01 -4.83282247e-02
2.35062504e-01 4.00724449e-02 -1.87253171e-02 -1.83950732e-01
3.91815564e-02 2.14621081e-01]
[ 8.98220062e-04 -5.43493110e-02 -6.62099745e-02 -4.98758790e-02
-1.52564879e-02 -1.75442905e-01 8.89324194e-02 1.02749259e-02
3.84411636e-02 9.31317102e-03]
[ 2.16393566e-02 4.69814469e-02 2.41706303e-01 6.41062285e-02
-1.94861796e-01 -1.30550534e-01 1.36113603e-01 3.93827886e-02
-1.93809910e-01 1.00459313e-01]
[ 5.88617997e-02 -4.18218280e-03 1.02125462e-01 -1.02055771e-02
-1.83032489e-01 7.58360159e-02 1.02838300e-01 -2.71374695e-01
-3.06975286e-02 -1.05573906e-01]
[ -2.79284697e-02 4.27631064e-02 7.70077582e-02 -5.31210222e-02
3.98625129e-02 1.89603974e-01 1.45948084e-01 1.17649491e-01
-3.88576056e-02 1.52538704e-01]
[ 2.11334637e-01 3.81997337e-02 2.43160049e-02 6.80075981e-02
9.83390630e-02 -1.75031434e-02 -1.30518001e-01 1.47733825e-01
-6.47996891e-02 -3.15180613e-02]
[ 2.69624566e-02 -5.84274315e-02 9.94456485e-03 1.96902327e-02
-3.41010905e-01 -1.16048872e-01 -1.64938627e-01 4.01937271e-02
1.04274014e-01 1.75270122e-01]
[ 2.29458615e-02 5.16068232e-01 1.10847119e-01 3.83202643e-01
-9.99328954e-01 -2.98394785e-01 -6.07269438e-01 -7.43555789e-02
2.62636418e-01 3.08866282e-01]
[ 1.69072240e-01 5.09689578e-01 5.78901906e-02 4.01916393e-01
-7.93251671e-01 -7.88526884e-02 -4.38815129e-01 1.50089840e-01
1.89755717e-01 4.77095341e-01]
[ 2.54281218e-01 2.82872339e-01 2.42827646e-01 1.34039421e-01
-3.71127177e-01 8.43966760e-02 -1.93169414e-01 1.62360036e-01
2.30084813e-01 6.78084031e-02]
[ -7.80174266e-02 2.03505970e-01 2.39568360e-01 8.87564113e-03
-1.32759103e-02 1.33430706e-01 -8.35490733e-02 -1.53595633e-02
-3.91265784e-02 4.43280018e-02]
[ -9.85144859e-02 -1.00863578e-02 2.46123059e-02 9.10663075e-02
-4.54500224e-02 1.16933095e-01 2.61185180e-01 2.02715872e-02
-2.76584592e-01 -9.52991552e-02]
[ -2.18237795e-01 -1.56889138e-02 -9.25390158e-02 -3.42928150e-01
1.76383718e-01 1.19642712e-01 9.76236114e-02 1.03693839e-01
-2.06691722e-01 3.35771124e-02]
[ 1.83116943e-02 -3.46307777e-01 -1.23287146e-01 -1.51113077e-01
3.39227387e-01 2.29955399e-02 1.48683637e-01 1.53254130e-01
-1.56785029e-01 -2.08982441e-01]
[ 1.47561712e-01 -1.48642101e-01 -1.38565161e-01 -5.18416283e-04
1.26392104e-01 -6.11610549e-02 -1.54559790e-02 -1.48563209e-01
1.33921247e-01 -1.04975729e-01]
[ -1.15726325e-01 1.54191060e-01 2.59844562e-01 -1.78098933e-02
1.52560508e-01 8.65350383e-02 -2.22988780e-02 -2.98432118e-01
-1.18289289e-01 -5.59269592e-02]
[ -3.52901479e-01 8.63478839e-02 1.01260789e-02 -3.37213088e-02
1.51108123e-01 -1.68380496e-01 -3.14356731e-02 2.34823057e-01
-9.59963162e-02 7.42149176e-02]
[ 1.47132487e-01 9.76492889e-02 -2.39418976e-01 -9.57471917e-02
1.24094164e-01 -2.91320863e-01 1.66841816e-02 -1.68052618e-01
-6.09088059e-03 -1.92381286e-01]
[ 2.09259781e-01 -1.47402332e-01 6.05776048e-02 -2.76168314e-02
7.63433873e-02 -3.02700925e-02 -4.54825027e-03 -1.37163912e-01
1.07822432e-01 -1.83013859e-01]
[ -1.08694582e-01 -4.33298407e-02 1.18875013e-01 1.03022612e-01
4.85104437e-02 -1.09735789e-01 2.48868899e-01 -7.74717498e-02
1.80604551e-01 -9.30880006e-03]
[ 1.62507578e-02 -1.36295360e-01 2.12348978e-01 -2.23869761e-01
5.69509219e-02 1.08233364e-01 1.70377836e-02 -1.13406519e-01
3.36462602e-02 2.45559390e-01]]
[[ 0.55004237]
[ 1.40387474]
[ 0.26853114]
[ 0.79981597]
[-2.48654902]
[-0.27720493]
[-1.4975978 ]
[ 0.02973789]
[ 0.62573643]
[ 0.83487793]]
Progress: 19.2% ... Training loss: 0.306 ... Validation loss: 0.489[[ 1.58669740e-01 2.17969184e-01 -1.12540116e-01 1.01870958e-01
-5.00893931e-01 -6.82815856e-02 -5.92705691e-02 1.23764333e-01
-7.78882464e-02 1.88163775e-01]
[ 1.28536672e-02 1.63015117e-01 -2.09590672e-02 3.68440370e-02
1.07349460e-01 -4.53376634e-03 3.05748983e-01 4.11152886e-02
1.36492875e-01 -3.21259371e-02]
[ 1.85007123e-01 4.19662458e-01 2.34946341e-02 6.96240415e-02
1.40115747e-01 -4.81336311e-02 -5.05849535e-01 -3.51734772e-02
8.55276984e-02 3.16768231e-01]
[ -2.61927035e-02 -3.03951548e-01 -2.40977500e-01 2.33092883e-02
8.37431291e-03 1.65984688e-01 1.36341862e-01 5.56590855e-02
1.48557213e-02 1.02381323e-01]
[ -1.50451993e-03 1.75572233e-01 -1.45201201e-01 4.37269882e-02
8.16906578e-02 -1.80600390e-01 2.40375150e-02 -1.19831675e-01
-1.83578442e-01 2.00110192e-02]
[ -3.53444832e-01 -3.54196358e-01 -2.87691187e-01 1.51909310e-01
1.61000976e-01 4.59569065e-02 5.32762531e-02 -3.54456975e-02
-5.93854641e-03 2.55461371e-02]
[ 8.93837367e-04 -1.53272701e-01 1.18687753e-02 9.93745102e-02
-4.66015779e-02 -7.34177149e-02 1.59364649e-01 -1.89430618e-01
1.90571415e-01 4.06402772e-02]
[ 1.16255562e-01 -2.16384811e-01 3.40754414e-02 -6.48093670e-02
1.26370454e-01 -4.62477189e-02 5.31804106e-02 1.22309005e-01
7.47342701e-02 -1.93422537e-02]
[ -1.66157840e-01 -6.88774283e-02 -3.03517667e-01 -1.63257539e-02
-2.33730903e-02 6.84645103e-02 -2.20492210e-01 -2.77650301e-02
2.62850983e-01 -1.18913617e-01]
[ 7.01180073e-02 -2.53050367e-01 9.31903474e-02 3.82636083e-02
1.18673135e-01 -1.12543161e-01 5.17276938e-02 -9.88992612e-02
1.49745283e-02 1.38853375e-01]
[ -7.77867738e-02 8.26643804e-02 -4.14490063e-04 -1.54295945e-01
3.69595593e-02 2.29711162e-02 8.76055280e-02 -1.02323810e-01
-2.03797746e-02 -1.24672627e-01]
[ -1.02116626e-01 -2.84539024e-02 -6.59309520e-02 1.56516332e-03
3.31691496e-01 9.77760620e-02 -3.90116651e-03 -1.52362799e-02
-1.60418276e-01 -1.96101291e-01]
[ -1.55824558e-01 6.72401015e-03 6.25143672e-02 2.33822930e-02
-1.76156057e-01 -2.20341040e-01 -1.81181675e-01 -1.96925064e-01
8.84622627e-02 1.75987440e-01]
[ -2.22409143e-01 -1.70642246e-01 1.17491357e-01 2.66284155e-01
-1.08740449e-01 -8.16757555e-02 -9.61327427e-02 -2.55329244e-01
-2.13599339e-01 -2.52822553e-03]
[ 1.21205680e-01 -4.96211408e-02 -1.55155401e-02 1.26851798e-01
-3.11118821e-02 -8.81453670e-02 1.10062289e-01 4.45843779e-03
3.80942970e-02 2.89360876e-02]
[ 3.41922101e-02 -4.77469630e-02 -2.12621990e-01 1.44217573e-01
-3.85194718e-02 8.89070947e-02 -7.89256014e-02 -2.00523675e-02
-9.76623565e-02 -7.81335206e-03]
[ -1.22728246e-01 -5.55141333e-02 -2.04062133e-01 1.53667222e-01
-1.36834913e-02 1.35213071e-01 7.17254303e-03 -2.50230167e-01
6.66448891e-02 -2.01963802e-01]
[ -7.22172098e-02 -3.85642910e-02 2.75254224e-01 9.47519129e-02
1.33382990e-01 -6.04571599e-02 -1.23219841e-01 1.20607804e-01
6.74612038e-02 2.88857758e-02]
[ 4.64183586e-02 -3.32782615e-02 8.40625852e-02 7.96329299e-02
1.07039027e-01 -1.51293706e-02 2.65396913e-01 1.20316674e-01
-4.16444947e-02 -7.46358593e-02]
[ 6.12624608e-03 -1.52942038e-01 -2.90694657e-01 -4.96399581e-02
2.19721176e-01 -9.06132160e-02 1.75292791e-01 1.64267394e-01
1.06119702e-01 -3.10672045e-02]
[ 4.86489339e-02 -2.64533666e-03 -1.19614613e-01 3.75062715e-02
-6.91322584e-02 3.25773608e-01 2.59817087e-01 2.05285609e-01
-1.68197765e-01 -6.33360525e-02]
[ 1.08301165e-02 -6.52479096e-03 1.24737679e-01 1.14073849e-01
-3.45920605e-02 1.03480332e-01 -1.71874033e-01 -4.05669105e-02
2.15903473e-01 8.76575922e-02]
[ 1.00330030e-01 5.92601161e-02 -5.21245353e-02 -1.14707745e-01
-6.77950890e-02 -3.25611923e-01 1.27587733e-01 8.10385527e-03
1.32185541e-01 7.70193108e-02]
[ -9.59647035e-02 2.05506422e-02 -1.42893676e-02 2.59510685e-02
-3.78057793e-04 -2.04055904e-01 -9.83925354e-02 -1.95921470e-02
1.68886219e-02 1.32381778e-01]
[ -1.36938863e-01 -4.12524230e-02 -1.93782082e-01 6.13492304e-03
-2.81613940e-01 -7.71757859e-03 -3.53686677e-02 -2.28558437e-02
1.09479141e-02 7.40236026e-02]
[ -2.09216015e-02 -3.72025378e-02 -7.03714218e-02 -1.15781744e-01
4.95131844e-01 2.72352361e-01 5.09364392e-01 1.13835803e-01
-1.72684245e-01 -3.59715582e-01]
[ -3.30928458e-03 -3.14939384e-01 -2.32937668e-02 -5.58345259e-02
6.09332851e-01 9.55463083e-02 4.57021938e-01 9.24248169e-02
4.20079471e-02 -3.60389444e-01]
[ 1.88043134e-02 -3.83661483e-01 -3.93062753e-02 -9.79539796e-02
6.48128975e-01 2.08380963e-02 4.38947171e-01 4.93493245e-02
-3.54911922e-01 -2.05584869e-01]
[ -1.49230005e-01 -5.13977081e-01 -1.54769597e-04 -1.77853302e-01
6.89258414e-01 -9.81968507e-02 5.43927299e-01 -8.09248244e-02
-4.82444234e-02 1.04536458e-01]
[ -2.73317055e-01 -3.26861134e-01 6.23600620e-02 -2.90664063e-02
8.66685593e-01 1.36552314e-01 3.50053813e-01 4.88659639e-02
-7.48130787e-02 -1.16963215e-01]
[ -1.74008806e-01 -2.04384540e-01 2.63341192e-01 -2.07086645e-01
5.52613559e-01 -5.56900267e-02 5.90179242e-01 1.53925051e-02
-2.27891052e-01 7.10945219e-03]
[ -1.09473727e-01 -1.60787354e-01 -1.71665214e-01 -7.60803314e-02
4.11850766e-01 -2.37818658e-01 1.16995261e-01 1.70812964e-01
9.60979608e-03 -9.32059470e-02]
[ 1.26579338e-01 2.65838602e-01 1.70969983e-01 -6.97239384e-02
-1.41400416e-01 4.29144891e-02 -1.79583564e-01 2.84836243e-01
9.00709312e-02 1.94667707e-01]
[ 3.39274288e-01 2.82102369e-01 -8.85256755e-02 3.03267098e-01
-8.70647261e-01 -2.83439863e-01 -4.41954108e-01 1.77208712e-01
3.69592358e-01 -5.43804862e-02]
[ 5.41987591e-02 1.62160217e-01 2.56036324e-01 2.61583046e-01
-8.93575901e-02 -1.98765751e-01 -1.97782961e-01 -1.32255119e-01
-1.31651957e-01 -2.76257263e-01]
[ 2.72631560e-02 -4.17195152e-02 -1.16396866e-01 -4.91214154e-02
2.37480294e-01 4.03464306e-02 -1.72903089e-02 -1.83979914e-01
3.85995495e-02 2.13822330e-01]
[ 5.73393075e-04 -5.51484740e-02 -6.63548139e-02 -5.03349988e-02
-1.38018264e-02 -1.75292156e-01 8.98034564e-02 1.02576447e-02
3.80762322e-02 8.83947644e-03]
[ 2.14245309e-02 4.64376686e-02 2.41602013e-01 6.37887660e-02
-1.93906484e-01 -1.30450346e-01 1.36691043e-01 3.93718779e-02
-1.94051246e-01 1.00131565e-01]
[ 5.87314733e-02 -4.49358816e-03 1.02062755e-01 -1.04009932e-02
-1.82390067e-01 7.58948080e-02 1.03244253e-01 -2.71382474e-01
-3.08420933e-02 -1.05770113e-01]
[ -2.81112812e-02 4.24080876e-02 7.69420138e-02 -5.33585066e-02
4.06139234e-02 1.89687208e-01 1.46438169e-01 1.17640708e-01
-3.90539717e-02 1.52288648e-01]
[ 2.11158097e-01 3.77571453e-02 2.42266055e-02 6.77314536e-02
9.90291791e-02 -1.74139398e-02 -1.30101493e-01 1.47724797e-01
-6.49982635e-02 -3.18284148e-02]
[ 2.75028382e-02 -5.69909874e-02 1.02175172e-02 2.04919305e-02
-3.43265691e-01 -1.16313747e-01 -1.66392316e-01 4.02225739e-02
1.04820851e-01 1.76117817e-01]
[ 2.34035364e-02 5.16852954e-01 1.11050880e-01 3.83776627e-01
-1.00094463e+00 -2.98580346e-01 -6.08172754e-01 -7.43334953e-02
2.63142608e-01 3.09407555e-01]
[ 1.69615090e-01 5.11049060e-01 5.81614763e-02 4.02714003e-01
-7.95509981e-01 -7.91237965e-02 -4.40257069e-01 1.50120477e-01
1.90357342e-01 4.77915698e-01]
[ 2.54607858e-01 2.83471979e-01 2.42981730e-01 1.34572805e-01
-3.72788071e-01 8.42347300e-02 -1.94122392e-01 1.62377153e-01
2.30518747e-01 6.83168819e-02]
[ -7.79064219e-02 2.03773847e-01 2.39621662e-01 9.03668318e-03
-1.37005122e-02 1.33366365e-01 -8.38341135e-02 -1.53533541e-02
-3.89984527e-02 4.44763285e-02]
[ -9.80158259e-02 -8.79070563e-03 2.48632991e-02 9.18709589e-02
-4.78543452e-02 1.16659698e-01 2.59890989e-01 2.03017441e-02
-2.75960814e-01 -9.44947997e-02]
[ -2.17964166e-01 -1.50403385e-02 -9.24034034e-02 -3.42529511e-01
1.75132744e-01 1.19506473e-01 9.68578159e-02 1.03708797e-01
-2.06375649e-01 3.40054665e-02]
[ 1.83968637e-02 -3.46154844e-01 -1.23232608e-01 -1.50941850e-01
3.38847394e-01 2.29349188e-02 1.48378743e-01 1.53260374e-01
-1.56659397e-01 -2.08803710e-01]
[ 1.47196735e-01 -1.49555506e-01 -1.38742857e-01 -1.02067086e-03
1.27478473e-01 -6.09832554e-02 -1.46277083e-02 -1.48586879e-01
1.33553273e-01 -1.05499057e-01]
[ -1.15169025e-01 1.55287049e-01 2.60128984e-01 -1.68998634e-02
1.49723006e-01 8.62293770e-02 -2.36327489e-02 -2.98397639e-01
-1.17554955e-01 -5.50342143e-02]
[ -3.52910071e-01 8.62494247e-02 1.01330122e-02 -3.36871405e-02
1.51128775e-01 -1.68428780e-01 -3.14547284e-02 2.34821820e-01
-9.59662146e-02 7.42636435e-02]
[ 1.47132858e-01 9.73178387e-02 -2.39391374e-01 -9.56847457e-02
1.24243849e-01 -2.91319230e-01 1.69849272e-02 -1.68048525e-01
-6.02366891e-03 -1.92365906e-01]
[ 2.09298826e-01 -1.46791704e-01 6.06793193e-02 -2.73701615e-02
7.58557999e-02 -3.03588943e-02 -5.01791166e-03 -1.37151704e-01
1.08007711e-01 -1.82727188e-01]
[ -1.08101098e-01 -4.21613066e-02 1.19175602e-01 1.03877326e-01
4.60494772e-02 -1.10011927e-01 2.47635473e-01 -7.74381618e-02
1.81248759e-01 -8.51668158e-03]
[ 1.66831086e-02 -1.35628503e-01 2.12553944e-01 -2.23237993e-01
5.54520416e-02 1.08021497e-01 1.62752106e-02 -1.13383089e-01
3.41685133e-02 2.46173313e-01]]
[[ 0.55598227]
[ 1.40868816]
[ 0.27582376]
[ 0.80699928]
[-2.48267359]
[-0.27114196]
[-1.49167554]
[ 0.03659704]
[ 0.63241367]
[ 0.84125587]]
Progress: 19.3% ... Training loss: 0.306 ... Validation loss: 0.489[[ 1.58289713e-01 2.16426001e-01 -1.12742366e-01 1.01036619e-01
-4.98087469e-01 -6.80454220e-02 -5.79427833e-02 1.23744056e-01
-7.83435927e-02 1.87294223e-01]
[ 1.30045854e-02 1.63361134e-01 -2.08867015e-02 3.70606199e-02
1.07026186e-01 -4.60332925e-03 3.05418893e-01 4.11253936e-02
1.36659968e-01 -3.18867382e-02]
[ 1.84499093e-01 4.17986200e-01 2.32498244e-02 6.86430607e-02
1.41233045e-01 -4.79068069e-02 -5.04746138e-01 -3.52070337e-02
8.49809798e-02 3.16031216e-01]
[ -2.48921722e-02 -2.99880220e-01 -2.40301239e-01 2.54745231e-02
1.54340485e-03 1.65311119e-01 1.32422414e-01 5.57396876e-02
1.67572091e-02 1.04571591e-01]
[ -3.13575385e-04 1.77841101e-01 -1.44626424e-01 4.53040905e-02
7.65621866e-02 -1.81085432e-01 2.13943190e-02 -1.19751515e-01
-1.82453348e-01 2.18098673e-02]
[ -3.54277461e-01 -3.56332034e-01 -2.88146119e-01 1.50575777e-01
1.65543477e-01 4.64077716e-02 5.57256260e-02 -3.55027108e-02
-6.94461270e-03 2.41187820e-02]
[ 1.24919771e-03 -1.52534376e-01 1.20685403e-02 9.98932533e-02
-4.82574176e-02 -7.36171253e-02 1.58243642e-01 -1.89396835e-01
1.91106454e-01 4.10792794e-02]
[ 1.14619801e-01 -2.20299592e-01 3.32180454e-02 -6.74266159e-02
1.33707933e-01 -4.54368402e-02 5.74539860e-02 1.22193243e-01
7.27147862e-02 -2.18187180e-02]
[ -1.66440799e-01 -7.03363296e-02 -3.03628770e-01 -1.67608768e-02
-2.23990943e-02 6.86069410e-02 -2.19250467e-01 -2.77830913e-02
2.62704747e-01 -1.19452309e-01]
[ 6.80898409e-02 -2.58578432e-01 9.21262269e-02 3.49641511e-02
1.28566201e-01 -1.11501925e-01 5.75558603e-02 -9.90325228e-02
1.25662289e-02 1.35452789e-01]
[ -7.81468487e-02 8.14841976e-02 -5.78347922e-04 -1.54755895e-01
3.81036237e-02 2.31277791e-02 8.85268973e-02 -1.02345866e-01
-2.05859974e-02 -1.25257533e-01]
[ -1.02124373e-01 -2.85166887e-02 -6.59266400e-02 1.45740792e-03
3.31852503e-01 9.77829272e-02 -3.80701665e-03 -1.52380179e-02
-1.60440501e-01 -1.96119308e-01]
[ -1.55824558e-01 6.72401015e-03 6.25143672e-02 2.33822930e-02
-1.76156057e-01 -2.20341040e-01 -1.81181675e-01 -1.96925064e-01
8.84622627e-02 1.75987440e-01]
[ -2.22578263e-01 -1.71121637e-01 1.17390622e-01 2.65940860e-01
-1.07244745e-01 -8.15540572e-02 -9.56064279e-02 -2.55341709e-01
-2.13823113e-01 -2.90586718e-03]
[ 1.21225709e-01 -4.95652733e-02 -1.55111243e-02 1.26839803e-01
-3.10375151e-02 -8.81566513e-02 1.09982152e-01 4.45959403e-03
3.81162012e-02 2.89750445e-02]
[ 3.40732602e-02 -4.82349580e-02 -2.12670510e-01 1.43989447e-01
-3.75953255e-02 8.89534949e-02 -7.83560784e-02 -2.00565507e-02
-9.77938507e-02 -8.14600883e-03]
[ -1.23412680e-01 -5.71303488e-02 -2.04393887e-01 1.52690099e-01
-1.06453544e-02 1.35533918e-01 8.95950374e-03 -2.50273029e-01
6.58751267e-02 -2.02984303e-01]
[ -7.15041480e-02 -3.67764598e-02 2.75576186e-01 9.57744105e-02
1.30116664e-01 -6.08141178e-02 -1.25069488e-01 1.20655976e-01
6.82897996e-02 2.98566131e-02]
[ 4.60036747e-02 -3.44258935e-02 8.38727014e-02 7.90212162e-02
1.08660044e-01 -1.49151569e-02 2.66252895e-01 1.20289964e-01
-4.20825947e-02 -7.51949726e-02]
[ 5.10812947e-03 -1.55598913e-01 -2.91220869e-01 -5.12620303e-02
2.24318504e-01 -9.01201315e-02 1.78003290e-01 1.64194956e-01
1.04891461e-01 -3.25083337e-02]
[ 4.81853361e-02 -3.61502393e-03 -1.19861353e-01 3.67917759e-02
-6.72029861e-02 3.26017667e-01 2.60920722e-01 2.05255410e-01
-1.68737852e-01 -6.40597470e-02]
[ 1.09712184e-02 -6.45421383e-03 1.24838296e-01 1.14339448e-01
-3.55286635e-02 1.03393118e-01 -1.71835703e-01 -4.05543931e-02
2.16241264e-01 8.78096477e-02]
[ 1.00382409e-01 5.91244917e-02 -5.21012665e-02 -1.14659091e-01
-6.79829869e-02 -3.25630486e-01 1.27461148e-01 8.10645846e-03
1.32250572e-01 7.70458287e-02]
[ -9.61017116e-02 2.01211554e-02 -1.43490853e-02 2.57269249e-02
1.60698746e-04 -2.03985598e-01 -9.79872685e-02 -1.96021370e-02
1.67144663e-02 1.32156764e-01]
[ -1.37255513e-01 -4.20148261e-02 -1.93952448e-01 5.66397513e-03
-2.80243705e-01 -7.54940318e-03 -3.44651262e-02 -2.28784992e-02
1.05634585e-02 7.35114777e-02]
[ -2.08037668e-02 -3.69561713e-02 -7.02989489e-02 -1.15584619e-01
4.94784769e-01 2.72284700e-01 5.09281122e-01 1.13844523e-01
-1.72544913e-01 -3.59573560e-01]
[ -3.55228441e-03 -3.15480986e-01 -2.34153625e-02 -5.61903340e-02
6.10369818e-01 9.56667722e-02 4.57660883e-01 9.24086861e-02
4.17482928e-02 -3.60738277e-01]
[ 1.87401618e-02 -3.83819467e-01 -3.93440884e-02 -9.80614457e-02
6.48459753e-01 2.08726611e-02 4.39126397e-01 4.93443085e-02
-3.54983573e-01 -2.05698955e-01]
[ -1.49734510e-01 -5.15105239e-01 -3.99357733e-04 -1.78588468e-01
6.91304043e-01 -9.79519638e-02 5.45083438e-01 -8.09581334e-02
-4.88142215e-02 1.03799711e-01]
[ -2.73267888e-01 -3.26798427e-01 6.23838762e-02 -2.89911935e-02
8.66513650e-01 1.36525378e-01 3.49956886e-01 4.88692950e-02
-7.47513587e-02 -1.16892916e-01]
[ -1.74498782e-01 -2.05589109e-01 2.63099761e-01 -2.07800016e-01
5.54823885e-01 -5.54530434e-02 5.91452660e-01 1.53608936e-02
-2.28451145e-01 6.36860206e-03]
[ -1.09809605e-01 -1.61564162e-01 -1.71828584e-01 -7.65640438e-02
4.13389346e-01 -2.37658974e-01 1.17847353e-01 1.70791104e-01
9.22898305e-03 -9.36746423e-02]
[ 1.26520732e-01 2.65694665e-01 1.70941839e-01 -6.98097584e-02
-1.41137102e-01 4.29432643e-02 -1.79424730e-01 2.84832688e-01
9.00034821e-02 1.94577802e-01]
[ 3.39437203e-01 2.82207415e-01 -8.84808018e-02 3.03353760e-01
-8.70595571e-01 -2.83466029e-01 -4.42262515e-01 1.77215294e-01
3.69719270e-01 -5.41714878e-02]
[ 5.37359774e-02 1.61028646e-01 2.55809000e-01 2.60905260e-01
-8.72670267e-02 -1.98537062e-01 -1.96599963e-01 -1.32285081e-01
-1.32181973e-01 -2.76945442e-01]
[ 2.68057800e-02 -4.29067087e-02 -1.16630877e-01 -4.98506414e-02
2.39486198e-01 4.05877263e-02 -1.59771306e-02 -1.84012763e-01
3.80273225e-02 2.13096233e-01]
[ 1.93877965e-04 -5.59735356e-02 -6.65347537e-02 -5.08763551e-02
-1.22564839e-02 -1.75148043e-01 9.07229930e-02 1.02338728e-02
3.76345526e-02 8.23235135e-03]
[ 2.12723896e-02 4.61391527e-02 2.41491010e-01 6.35211368e-02
-1.93159404e-01 -1.30391075e-01 1.37097196e-01 3.93612078e-02
-1.94248295e-01 9.98300660e-02]
[ 5.87627689e-02 -4.44674392e-03 1.02066595e-01 -1.03945017e-02
-1.82413240e-01 7.58927021e-02 1.03227613e-01 -2.71382858e-01
-3.08367297e-02 -1.05752981e-01]
[ -2.79355873e-02 4.27137029e-02 7.70248281e-02 -5.31368606e-02
3.98765345e-02 1.89614155e-01 1.45987305e-01 1.17651479e-01
-3.88666915e-02 1.52509836e-01]
[ 2.10520578e-01 3.61536504e-02 2.39130524e-02 6.67854950e-02
1.01922837e-01 -1.71097080e-02 -1.28418107e-01 1.47682197e-01
-6.57156049e-02 -3.27964010e-02]
[ 2.73895733e-02 -5.73846649e-02 1.01527378e-02 2.02888938e-02
-3.42675609e-01 -1.16244234e-01 -1.66092210e-01 4.02130885e-02
1.04680845e-01 1.75976507e-01]
[ 2.25755676e-02 5.14722171e-01 1.10627932e-01 3.82611755e-01
-9.97824562e-01 -2.98182996e-01 -6.06146255e-01 -7.43881546e-02
2.62385986e-01 3.08181973e-01]
[ 1.71090387e-01 5.14349255e-01 5.89293166e-02 4.04732786e-01
-8.01614069e-01 -7.98504045e-02 -4.43495964e-01 1.50222622e-01
1.92021527e-01 4.79842210e-01]
[ 2.55020739e-01 2.84415070e-01 2.43206360e-01 1.35252514e-01
-3.75008788e-01 8.40437418e-02 -1.95418352e-01 1.62410013e-01
2.31074123e-01 6.90422100e-02]
[ -7.76424943e-02 2.04508278e-01 2.39739773e-01 9.40651554e-03
-1.48183192e-02 1.33245783e-01 -8.45096298e-02 -1.53359707e-02
-3.87054453e-02 4.48294469e-02]
[ -9.81565095e-02 -9.22634817e-03 2.47941551e-02 9.16739340e-02
-4.73075962e-02 1.16729686e-01 2.60274638e-01 2.02925432e-02
-2.76125321e-01 -9.46973677e-02]
[ -2.18085667e-01 -1.53117651e-02 -9.24563415e-02 -3.42710242e-01
1.75642436e-01 1.19564177e-01 9.71412448e-02 1.03700736e-01
-2.06507747e-01 3.38445742e-02]
[ 1.83007326e-02 -3.46439750e-01 -1.23282089e-01 -1.51075512e-01
3.39241306e-01 2.29762703e-02 1.48631322e-01 1.53254655e-01
-1.56768316e-01 -2.08951463e-01]
[ 1.47492866e-01 -1.48543684e-01 -1.38576538e-01 -5.06387407e-04
1.25861262e-01 -6.11446123e-02 -1.56064134e-02 -1.48563318e-01
1.33919529e-01 -1.04999272e-01]
[ -1.15206531e-01 1.55149827e-01 2.60096301e-01 -1.70017572e-02
1.50255853e-01 8.62527347e-02 -2.32650977e-02 -2.98400085e-01
-1.17636896e-01 -5.51356109e-02]
[ -3.54111587e-01 8.32367901e-02 9.54084601e-03 -3.55217489e-02
1.56394539e-01 -1.67862458e-01 -2.82536175e-02 2.34740413e-01
-9.73733596e-02 7.23848343e-02]
[ 1.47479387e-01 9.76718406e-02 -2.39165582e-01 -9.51635287e-02
1.22628877e-01 -2.91462895e-01 1.64293893e-02 -1.68018982e-01
-5.55440932e-03 -1.91882608e-01]
[ 2.08953730e-01 -1.47922693e-01 6.04607594e-02 -2.79851890e-02
7.79597368e-02 -3.01737453e-02 -3.99741723e-03 -1.37178078e-01
1.07514819e-01 -1.83337809e-01]
[ -1.08691949e-01 -4.37070301e-02 1.18888849e-01 1.02959467e-01
4.84755778e-02 -1.09738794e-01 2.49132306e-01 -7.74750534e-02
1.80817783e-01 -9.50931520e-03]
[ 1.58194309e-02 -1.37938793e-01 2.12068328e-01 -2.24671267e-01
5.95537130e-02 1.08483321e-01 1.85670505e-02 -1.13446129e-01
3.31092053e-02 2.44770181e-01]]
[[ 0.54861538]
[ 1.40315718]
[ 0.26669941]
[ 0.79909514]
[-2.49555742]
[-0.27880581]
[-1.50246933]
[ 0.02773029]
[ 0.62403851]
[ 0.83257339]]
Progress: 19.4% ... Training loss: 0.306 ... Validation loss: 0.492[[ 1.56228385e-01 2.11068188e-01 -1.13770853e-01 9.80049429e-02
-4.89381776e-01 -6.69724592e-02 -5.19702507e-02 1.23641324e-01
-8.05289828e-02 1.83935620e-01]
[ 1.32005929e-02 1.63816265e-01 -2.07899480e-02 3.73509581e-02
1.06184157e-01 -4.70356666e-03 3.04958681e-01 4.11351945e-02
1.36870295e-01 -3.16009484e-02]
[ 1.81654544e-01 4.11385578e-01 2.17112546e-02 6.41677612e-02
1.53204189e-01 -4.63098602e-02 -4.97545616e-01 -3.53529391e-02
8.18361949e-02 3.11407593e-01]
[ -2.91485375e-02 -3.10013024e-01 -2.42348162e-01 1.88974191e-02
2.10145724e-02 1.67559668e-01 1.43741020e-01 5.55131926e-02
1.16591468e-02 9.84135377e-02]
[ 1.17828866e-03 1.81578624e-01 -1.43738192e-01 4.79744354e-02
6.88687295e-02 -1.82026508e-01 1.68969404e-02 -1.19660647e-01
-1.80509614e-01 2.41454607e-02]
[ -3.54052246e-01 -3.56451500e-01 -2.87988454e-01 1.51087683e-01
1.64327948e-01 4.62158904e-02 5.57661346e-02 -3.54873616e-02
-6.57683899e-03 2.45097169e-02]
[ 1.21210273e-03 -1.53030462e-01 1.20006743e-02 9.99356552e-02
-4.84364591e-02 -7.35673767e-02 1.58700414e-01 -1.89395032e-01
1.91196024e-01 4.08315170e-02]
[ 1.12406667e-01 -2.25977949e-01 3.20970652e-02 -7.08309496e-02
1.43133463e-01 -4.42767431e-02 6.36882802e-02 1.22078076e-01
7.02203885e-02 -2.51530801e-02]
[ -1.66246035e-01 -7.00145467e-02 -3.03514169e-01 -1.64740685e-02
-2.28998827e-02 6.85043985e-02 -2.19740061e-01 -2.77721786e-02
2.62869517e-01 -1.19195578e-01]
[ 6.83769920e-02 -2.58889885e-01 9.22811407e-02 3.55789443e-02
1.26584813e-01 -1.11693845e-01 5.77929165e-02 -9.90106642e-02
1.32064205e-02 1.35786424e-01]
[ -7.98426154e-02 7.69285419e-02 -1.45097789e-03 -1.57312650e-01
4.58905410e-02 2.40196819e-02 9.33897582e-02 -1.02432831e-01
-2.26206975e-02 -1.27864090e-01]
[ -1.02546008e-01 -2.96217055e-02 -6.61255041e-02 8.36152721e-04
3.33577145e-01 9.79983665e-02 -2.66495426e-03 -1.52600127e-02
-1.60918276e-01 -1.96780844e-01]
[ -1.55824558e-01 6.72401015e-03 6.25143672e-02 2.33822930e-02
-1.76156057e-01 -2.20341040e-01 -1.81181675e-01 -1.96925064e-01
8.84622627e-02 1.75987440e-01]
[ -2.22420476e-01 -1.70934009e-01 1.17503130e-01 2.66314300e-01
-1.08211688e-01 -8.16967507e-02 -9.58954792e-02 -2.55331128e-01
-2.13553666e-01 -2.56104679e-03]
[ 1.20890736e-01 -5.05777697e-02 -1.56706701e-02 1.26347836e-01
-2.95214735e-02 -8.79909974e-02 1.11080699e-01 4.44266735e-03
3.77321586e-02 2.84328281e-02]
[ 3.43509035e-02 -4.78561074e-02 -2.12525515e-01 1.44452706e-01
-3.87806803e-02 8.87902320e-02 -7.88049346e-02 -2.00406844e-02
-9.74411144e-02 -7.73403387e-03]
[ -1.23381416e-01 -5.71136297e-02 -2.04399110e-01 1.52695033e-01
-1.07960439e-02 1.35526567e-01 8.91258988e-03 -2.50273335e-01
6.59079188e-02 -2.02938498e-01]
[ -7.14006001e-02 -3.67116510e-02 2.75633732e-01 9.59854390e-02
1.29477192e-01 -6.08418473e-02 -1.25017072e-01 1.20666755e-01
6.84681864e-02 2.97984610e-02]
[ 4.63250070e-02 -3.37754918e-02 8.40215814e-02 7.96603275e-02
1.06762622e-01 -1.50873437e-02 2.65280728e-01 1.20309618e-01
-4.15692221e-02 -7.46389579e-02]
[ 4.04479299e-03 -1.58501910e-01 -2.91779486e-01 -5.29660650e-02
2.28869363e-01 -8.95626226e-02 1.81069015e-01 1.64136821e-01
1.03641316e-01 -3.41972359e-02]
[ 4.76030809e-02 -5.16629044e-03 -1.20166376e-01 3.58686332e-02
-6.46158002e-02 3.26337091e-01 2.62621765e-01 2.05224572e-01
-1.69445492e-01 -6.49916497e-02]
[ 9.85332543e-03 -9.07093755e-03 1.24291990e-01 1.12664632e-01
-3.03791463e-02 1.03960260e-01 -1.68735922e-01 -4.06115865e-02
2.14994830e-01 8.61805618e-02]
[ 1.00500272e-01 5.92581819e-02 -5.20248027e-02 -1.14483721e-01
-6.83879447e-02 -3.25682438e-01 1.27147603e-01 8.11317743e-03
1.32359001e-01 7.72391057e-02]
[ -9.57092859e-02 2.10813627e-02 -1.41627137e-02 2.63039356e-02
-1.47846623e-03 -2.04186584e-01 -9.90747034e-02 -1.95821606e-02
1.71149715e-02 1.32740127e-01]
[ -1.37389169e-01 -4.22957742e-02 -1.94021078e-01 5.45056676e-03
-2.79633133e-01 -7.47754952e-03 -3.40826906e-02 -2.28857769e-02
1.04237682e-02 7.32920226e-02]
[ -2.09691209e-02 -3.74894471e-02 -7.03720351e-02 -1.15816212e-01
4.95326533e-01 2.72366054e-01 5.09938180e-01 1.13836569e-01
-1.72729504e-01 -3.59859232e-01]
[ -3.83197816e-03 -3.16238715e-01 -2.35691741e-02 -5.66559912e-02
6.11806844e-01 9.58273490e-02 4.58621906e-01 9.23931514e-02
4.14155400e-02 -3.61233353e-01]
[ 1.84244336e-02 -3.84850807e-01 -3.95027129e-02 -9.85126605e-02
6.49774660e-01 2.10252406e-02 4.40103764e-01 4.93286700e-02
-3.55324285e-01 -2.06171478e-01]
[ -1.49885284e-01 -5.15706748e-01 -4.63878255e-04 -1.78764809e-01
6.91800803e-01 -9.78899866e-02 5.45704522e-01 -8.09646347e-02
-4.89428751e-02 1.03702708e-01]
[ -2.73908304e-01 -3.28291758e-01 6.20763869e-02 -2.99426608e-02
8.69014920e-01 1.36851350e-01 3.51725912e-01 4.88364812e-02
-7.54765998e-02 -1.17870529e-01]
[ -1.74592960e-01 -2.05902080e-01 2.63081389e-01 -2.07864780e-01
5.55094470e-01 -5.54322223e-02 5.91776718e-01 1.53579304e-02
-2.28526208e-01 6.31746340e-03]
[ -1.10010578e-01 -1.62033804e-01 -1.71931088e-01 -7.68688825e-02
4.14406044e-01 -2.37548195e-01 1.18392336e-01 1.70780911e-01
9.02435143e-03 -9.39037691e-02]
[ 1.25873032e-01 2.64025598e-01 1.70629098e-01 -7.07685542e-02
-1.38231378e-01 4.32751475e-02 -1.77706297e-01 2.84799794e-01
8.92741413e-02 1.93598289e-01]
[ 3.39021625e-01 2.81009258e-01 -8.87047678e-02 3.02714337e-01
-8.68563711e-01 -2.83235176e-01 -4.41079398e-01 1.77192467e-01
3.69175210e-01 -5.48525144e-02]
[ 5.37379689e-02 1.61024204e-01 2.55807558e-01 2.60905629e-01
-8.72677407e-02 -1.98537056e-01 -1.96604964e-01 -1.32285109e-01
-1.32181046e-01 -2.76945519e-01]
[ 2.67834991e-02 -4.29451173e-02 -1.16644522e-01 -4.98920897e-02
2.39577439e-01 4.05991649e-02 -1.59129495e-02 -1.84014078e-01
3.80084152e-02 2.12959311e-01]
[ -5.32788640e-04 -5.78671349e-02 -6.69080222e-02 -5.20075750e-02
-8.75932057e-03 -1.74787952e-01 9.26392187e-02 1.01952608e-02
3.67724723e-02 7.13917153e-03]
[ 2.13483276e-02 4.63960521e-02 2.41532311e-01 6.36477261e-02
-1.93535497e-01 -1.30440106e-01 1.36852316e-01 3.93659600e-02
-1.94147542e-01 9.99386967e-02]
[ 5.86266739e-02 -4.76864381e-03 1.01970498e-01 -1.06174901e-02
-1.81811296e-01 7.59599496e-02 1.03586240e-01 -2.71390650e-01
-3.09819428e-02 -1.05951406e-01]
[ -2.70838110e-02 4.48099712e-02 7.74337418e-02 -5.17771496e-02
3.56574876e-02 1.89162499e-01 1.43609881e-01 1.17698415e-01
-3.78125827e-02 1.53730561e-01]
[ 2.10496595e-01 3.60050247e-02 2.39038271e-02 6.68385918e-02
1.01797414e-01 -1.71267463e-02 -1.28368380e-01 1.47683144e-01
-6.56613802e-02 -3.28295297e-02]
[ 2.74553538e-02 -5.72843312e-02 1.01753428e-02 2.03567732e-02
-3.42882499e-01 -1.16269402e-01 -1.66214420e-01 4.02150994e-02
1.04718933e-01 1.76053660e-01]
[ 2.30793926e-02 5.15695788e-01 1.10893465e-01 3.83295670e-01
-9.99639916e-01 -2.98372954e-01 -6.07137060e-01 -7.43623558e-02
2.62929704e-01 3.08853502e-01]
[ 1.71273701e-01 5.14654675e-01 5.90099311e-02 4.04989573e-01
-8.02344253e-01 -7.99343548e-02 -4.43818420e-01 1.50231611e-01
1.92220949e-01 4.80047978e-01]
[ 2.55090534e-01 2.84663640e-01 2.43251015e-01 1.35384175e-01
-3.75475875e-01 8.40003948e-02 -1.95607304e-01 1.62415066e-01
2.31193751e-01 6.91677452e-02]
[ -7.75647605e-02 2.04712187e-01 2.39779898e-01 9.53645390e-03
-1.51825964e-02 1.33199059e-01 -8.47407792e-02 -1.53316725e-02
-3.86027156e-02 4.49601469e-02]
[ -9.80688995e-02 -9.00565386e-03 2.48394304e-02 9.18056518e-02
-4.77273471e-02 1.16682672e-01 2.60031843e-01 2.02972207e-02
-2.76021801e-01 -9.45618311e-02]
[ -2.18099509e-01 -1.53945152e-02 -9.24534330e-02 -3.42710244e-01
1.75586915e-01 1.19564553e-01 9.71861475e-02 1.03700665e-01
-2.06510145e-01 3.38292341e-02]
[ 1.83859793e-02 -3.46260839e-01 -1.23241807e-01 -1.50940640e-01
3.38844874e-01 2.29296245e-02 1.48409161e-01 1.53259228e-01
-1.56664074e-01 -2.08815735e-01]
[ 1.47140544e-01 -1.49498782e-01 -1.38736485e-01 -9.31281100e-04
1.27117560e-01 -6.09760182e-02 -1.46487806e-02 -1.48579147e-01
1.33641601e-01 -1.05447986e-01]
[ -1.16086941e-01 1.52820558e-01 2.59692858e-01 -1.81779134e-02
1.53772778e-01 8.66678723e-02 -2.07035658e-02 -2.98440875e-01
-1.18603166e-01 -5.64145934e-02]
[ -3.55269723e-01 8.03474138e-02 8.95151617e-03 -3.72472528e-02
1.61509681e-01 -1.67286293e-01 -2.50856544e-02 2.34680570e-01
-9.87105833e-02 7.06143186e-02]
[ 1.47234115e-01 9.66248637e-02 -2.39280113e-01 -9.56575076e-02
1.24024319e-01 -2.91300918e-01 1.75318825e-02 -1.68032461e-01
-5.86251870e-03 -1.92397344e-01]
[ 2.08776693e-01 -1.48610815e-01 6.03755752e-02 -2.82468281e-02
7.88139286e-02 -3.00833357e-02 -3.28498657e-03 -1.37185563e-01
1.07304229e-01 -1.83640355e-01]
[ -1.08318087e-01 -4.29082848e-02 1.19081266e-01 1.03498014e-01
4.68250239e-02 -1.09914295e-01 2.48249847e-01 -7.74573995e-02
1.81264862e-01 -8.95433720e-03]
[ 1.64284940e-02 -1.36800822e-01 2.12311767e-01 -2.23690859e-01
5.65964402e-02 1.08161962e-01 1.71894373e-02 -1.13413458e-01
3.38899644e-02 2.45596239e-01]]
[[ 0.5411259 ]
[ 1.39847533]
[ 0.26291925]
[ 0.79355241]
[-2.50435078]
[-0.28630996]
[-1.5087144 ]
[ 0.01913157]
[ 0.61687159]
[ 0.82528692]]
Progress: 19.4% ... Training loss: 0.313 ... Validation loss: 0.495[[ 1.58804037e-01 2.17612507e-01 -1.12481081e-01 1.01879901e-01
-5.01616160e-01 -6.83721697e-02 -5.89709781e-02 1.23731319e-01
-7.73585860e-02 1.87602138e-01]
[ 1.32684942e-02 1.63927595e-01 -2.07389427e-02 3.74828194e-02
1.05950247e-01 -4.74880981e-03 3.04936752e-01 4.11386246e-02
1.36977970e-01 -3.14788428e-02]
[ 1.84460431e-01 4.20227664e-01 2.30216045e-02 6.76306302e-02
1.43791894e-01 -4.76357657e-02 -5.06945610e-01 -3.52687189e-02
8.46847395e-02 3.15176363e-01]
[ -2.93078911e-02 -3.11433000e-01 -2.42580463e-01 1.89492447e-02
2.20614407e-02 1.67708932e-01 1.44610924e-01 5.55147277e-02
1.15668275e-02 9.82709814e-02]
[ 4.02654698e-04 1.80870150e-01 -1.44004727e-01 4.70464485e-02
7.14384906e-02 -1.81759255e-01 1.86236903e-02 -1.19686662e-01
-1.81486047e-01 2.32155190e-02]
[ -3.53205610e-01 -3.55444751e-01 -2.87568471e-01 1.52626749e-01
1.59397745e-01 4.56494377e-02 5.42802266e-02 -3.54519385e-02
-5.42532744e-03 2.59031112e-02]
[ 1.56923197e-03 -1.52247247e-01 1.21422031e-02 1.00299288e-01
-4.93816291e-02 -7.37258410e-02 1.58250188e-01 -1.89385521e-01
1.91586745e-01 4.10530963e-02]
[ 1.13411121e-01 -2.23485241e-01 3.26539193e-02 -6.92468972e-02
1.38317856e-01 -4.48349174e-02 6.05884646e-02 1.22116257e-01
7.16215488e-02 -2.36155080e-02]
[ -1.66329136e-01 -7.05029056e-02 -3.03544192e-01 -1.65118127e-02
-2.33823531e-02 6.85097498e-02 -2.19357618e-01 -2.77749927e-02
2.62950769e-01 -1.19359297e-01]
[ 7.04997693e-02 -2.54185434e-01 9.33730997e-02 3.87939835e-02
1.16141102e-01 -1.12902863e-01 5.26537266e-02 -9.89361445e-02
1.60070623e-02 1.38671628e-01]
[ -7.99717657e-02 7.60088093e-02 -1.53017011e-03 -1.57372567e-01
4.55176501e-02 2.40392447e-02 9.39796118e-02 -1.02433003e-01
-2.25853998e-02 -1.28006845e-01]
[ -1.02414517e-01 -2.96121108e-02 -6.60499273e-02 1.13003736e-03
3.33220295e-01 9.79100816e-02 -2.76912459e-03 -1.52540595e-02
-1.60729571e-01 -1.96534467e-01]
[ -1.55824558e-01 6.72401015e-03 6.25143672e-02 2.33822930e-02
-1.76156057e-01 -2.20341040e-01 -1.81181675e-01 -1.96925064e-01
8.84622627e-02 1.75987440e-01]
[ -2.22168435e-01 -1.70414035e-01 1.17662357e-01 2.66821533e-01
-1.09736295e-01 -8.18787911e-02 -9.65975015e-02 -2.55319237e-01
-2.13179780e-01 -2.11573765e-03]
[ 1.20980291e-01 -5.09077199e-02 -1.56026964e-02 1.26613514e-01
-3.04251714e-02 -8.81085054e-02 1.11388545e-01 4.44782600e-03
3.79048161e-02 2.86121531e-02]
[ 3.40597656e-02 -4.86134132e-02 -2.12728137e-01 1.44042261e-01
-3.80184415e-02 8.89481238e-02 -7.80428411e-02 -2.00499742e-02
-9.77445722e-02 -8.18997403e-03]
[ -1.22886920e-01 -5.61255353e-02 -2.04146469e-01 1.53371817e-01
-1.28090174e-02 1.35279931e-01 7.80542955e-03 -2.50257629e-01
6.65432770e-02 -2.02206891e-01]
[ -7.03260439e-02 -3.40680690e-02 2.76133486e-01 9.74780204e-02
1.25390015e-01 -6.13929932e-02 -1.27658068e-01 1.20703692e-01
6.96482099e-02 3.11884156e-02]
[ 4.57895475e-02 -3.51633594e-02 8.37255695e-02 7.87531735e-02
1.09521359e-01 -1.47941037e-02 2.66823767e-01 1.20287173e-01
-4.23043688e-02 -7.56087195e-02]
[ 4.90872805e-03 -1.55867370e-01 -2.91298741e-01 -5.15733286e-02
2.24392566e-01 -9.00532462e-02 1.78108669e-01 1.64169897e-01
1.04753758e-01 -3.27607456e-02]
[ 4.84373627e-02 -3.40203837e-03 -1.19711427e-01 3.72183371e-02
-6.84250087e-02 3.25856430e-01 2.60539139e-01 2.05258350e-01
-1.68360258e-01 -6.36649988e-02]
[ 9.96560147e-03 -8.89158598e-03 1.24319881e-01 1.12793944e-01
-3.08246019e-02 1.03929379e-01 -1.68910667e-01 -4.06111651e-02
2.15175684e-01 8.61913448e-02]
[ 9.98100322e-02 5.74595716e-02 -5.23510508e-02 -1.15505623e-01
-6.55606545e-02 -3.25314538e-01 1.29091151e-01 8.08860821e-03
1.31646156e-01 7.61580540e-02]
[ -9.59279808e-02 2.03412632e-02 -1.42762182e-02 2.60181344e-02
-8.75631901e-04 -2.04091400e-01 -9.85036571e-02 -1.95885731e-02
1.69491720e-02 1.32468651e-01]
[ -1.37249660e-01 -4.22174218e-02 -1.93937529e-01 5.71084405e-03
-2.80497767e-01 -7.57000791e-03 -3.41958744e-02 -2.28797280e-02
1.06252065e-02 7.35389593e-02]
[ -2.09021963e-02 -3.75001474e-02 -7.03294751e-02 -1.15688460e-01
4.94908489e-01 2.72331416e-01 5.09969149e-01 1.13840030e-01
-1.72634639e-01 -3.59746122e-01]
[ -3.80076938e-03 -3.16337275e-01 -2.35477487e-02 -5.66063844e-02
6.11820334e-01 9.58102850e-02 4.58605317e-01 9.23945901e-02
4.14528498e-02 -3.61207522e-01]
[ 1.86642593e-02 -3.84409972e-01 -3.93927831e-02 -9.81582920e-02
6.49041464e-01 2.08985222e-02 4.39635057e-01 4.93367765e-02
-3.55047200e-01 -2.05841379e-01]
[ -1.49894718e-01 -5.15902205e-01 -4.56008840e-04 -1.78739256e-01
6.91682709e-01 -9.79014334e-02 5.45837714e-01 -8.09640269e-02
-4.89242415e-02 1.03784072e-01]
[ -2.73864560e-01 -3.28176151e-01 6.20975898e-02 -2.98714755e-02
8.68809408e-01 1.36825588e-01 3.51612018e-01 4.88381241e-02
-7.54214002e-02 -1.17807760e-01]
[ -1.74375817e-01 -2.05579534e-01 2.63190382e-01 -2.07499768e-01
5.54140784e-01 -5.55633889e-02 5.91449370e-01 1.53667186e-02
-2.28252370e-01 6.65913709e-03]
[ -1.09779397e-01 -1.61712100e-01 -1.71822135e-01 -7.64829110e-02
4.13133209e-01 -2.37694121e-01 1.17771391e-01 1.70790052e-01
9.32687138e-03 -9.35139631e-02]
[ 1.26342478e-01 2.65259585e-01 1.70850100e-01 -7.00587433e-02
-1.40467097e-01 4.30185341e-02 -1.79062187e-01 2.84816577e-01
8.98233435e-02 1.94270192e-01]
[ 3.37664980e-01 2.77748537e-01 -8.94056639e-02 3.00629036e-01
-8.62769664e-01 -2.82469157e-01 -4.37220903e-01 1.77141979e-01
3.67778748e-01 -5.70211614e-02]
[ 5.34615836e-02 1.60323088e-01 2.55680476e-01 2.60501632e-01
-8.59857379e-02 -1.98393421e-01 -1.95854245e-01 -1.32294464e-01
-1.32491023e-01 -2.77351049e-01]
[ 2.77754816e-02 -4.07372596e-02 -1.16214737e-01 -4.84311817e-02
2.34983919e-01 4.00807732e-02 -1.85990704e-02 -1.83979685e-01
3.91099135e-02 2.14408357e-01]
[ -5.09068372e-04 -5.78352704e-02 -6.68948567e-02 -5.19666317e-02
-8.88977519e-03 -1.74795195e-01 9.25996185e-02 1.01963559e-02
3.67959007e-02 7.17627544e-03]
[ 2.08276158e-02 4.50455732e-02 2.41265568e-01 6.28002702e-02
-1.90843549e-01 -1.30150475e-01 1.38370536e-01 3.93457613e-02
-1.94813833e-01 9.90788195e-02]
[ 5.99551298e-02 -1.37170076e-03 1.02618478e-01 -8.62607335e-03
-1.88095104e-01 7.52424216e-02 1.00032098e-01 -2.71348508e-01
-2.94272666e-02 -1.03975107e-01]
[ -2.58485972e-02 4.81325360e-02 7.80762481e-02 -4.98395895e-02
2.99026614e-02 1.88462043e-01 1.40012010e-01 1.17744847e-01
-3.63261921e-02 1.55483372e-01]
[ 2.10446871e-01 3.59084332e-02 2.38727742e-02 6.67556727e-02
1.01920611e-01 -1.71221046e-02 -1.28260022e-01 1.47681343e-01
-6.57413285e-02 -3.29173445e-02]
[ 2.75661742e-02 -5.69662945e-02 1.02430801e-02 2.05674821e-02
-3.43530825e-01 -1.16321197e-01 -1.66503386e-01 4.02200607e-02
1.04874896e-01 1.76245550e-01]
[ 2.27319455e-02 5.14705793e-01 1.10734318e-01 3.82795797e-01
-9.98130892e-01 -2.98234014e-01 -6.06391521e-01 -7.43737427e-02
2.62581511e-01 3.08498351e-01]
[ 1.71233200e-01 5.14201209e-01 5.89796714e-02 4.04784944e-01
-8.02115455e-01 -7.99108659e-02 -4.43336021e-01 1.50229989e-01
1.92222244e-01 4.79746810e-01]
[ 2.54797618e-01 2.83919343e-01 2.43125479e-01 1.34946604e-01
-3.74267949e-01 8.41580573e-02 -1.94778238e-01 1.62404639e-01
2.30907435e-01 6.87095701e-02]
[ -7.72924690e-02 2.05429481e-01 2.39952408e-01 1.00773009e-02
-1.67517330e-02 1.33044801e-01 -8.55495597e-02 -1.53190962e-02
-3.82039222e-02 4.54548019e-02]
[ -9.83019363e-02 -9.55275009e-03 2.47313737e-02 9.14819911e-02
-4.67066505e-02 1.16800576e-01 2.60690368e-01 2.02894728e-02
-2.76272598e-01 -9.48983231e-02]
[ -2.18257151e-01 -1.57854293e-02 -9.25168433e-02 -3.42903853e-01
1.76193175e-01 1.19635416e-01 9.75835553e-02 1.03695977e-01
-2.06668349e-01 3.36388897e-02]
[ 1.85335848e-02 -3.46056371e-01 -1.23156900e-01 -1.50684262e-01
3.38111191e-01 2.28381060e-02 1.48121617e-01 1.53265674e-01
-1.56473938e-01 -2.08582070e-01]
[ 1.47481207e-01 -1.49128566e-01 -1.38622839e-01 -4.16467282e-04
1.25282800e-01 -6.11491266e-02 -1.55973149e-02 -1.48571128e-01
1.34257248e-01 -1.04909759e-01]
[ -1.15677741e-01 1.53597199e-01 2.59928682e-01 -1.74100786e-02
1.51598877e-01 8.64116581e-02 -2.15958193e-02 -2.98421791e-01
-1.18031062e-01 -5.57533156e-02]
[ -3.54206929e-01 8.24227033e-02 9.46470929e-03 -3.57706348e-02
1.57190628e-01 -1.67849355e-01 -2.75715052e-02 2.34718896e-01
-9.75135333e-02 7.20065553e-02]
[ 1.47832222e-01 9.79630072e-02 -2.38970035e-01 -9.46800920e-02
1.21120215e-01 -2.91624777e-01 1.61378864e-02 -1.68008991e-01
-5.12958727e-03 -1.91444656e-01]
[ 2.08602438e-01 -1.49458310e-01 6.03123119e-02 -2.84860776e-02
7.97824828e-02 -3.00065123e-02 -2.42469101e-03 -1.37189261e-01
1.07140890e-01 -1.83974881e-01]
[ -1.08209300e-01 -4.28866885e-02 1.19151806e-01 1.03738742e-01
4.61893684e-02 -1.09993846e-01 2.48177652e-01 -7.74524262e-02
1.81439477e-01 -8.75532341e-03]
[ 1.62083162e-02 -1.36740900e-01 2.12220092e-01 -2.23980012e-01
5.63219067e-02 1.08203192e-01 1.74684639e-02 -1.13423332e-01
3.37855991e-02 2.45176149e-01]]
[[ 0.54951523]
[ 1.40696292]
[ 0.27135371]
[ 0.8020684 ]
[-2.49088927]
[-0.27632809]
[-1.49969451]
[ 0.02784884]
[ 0.62491976]
[ 0.83681129]]
Progress: 19.4% ... Training loss: 0.306 ... Validation loss: 0.487[[ 1.59838902e-01 2.20088585e-01 -1.11755695e-01 1.04028802e-01
-5.08060391e-01 -6.89850930e-02 -6.17673216e-02 1.23806186e-01
-7.59336110e-02 1.89539887e-01]
[ 1.32551571e-02 1.63898912e-01 -2.07480216e-02 3.74615499e-02
1.06031283e-01 -4.73936965e-03 3.04964642e-01 4.11378483e-02
1.36959839e-01 -3.15003672e-02]
[ 1.87575341e-01 4.29345928e-01 2.47377994e-02 7.25762920e-02
1.29369244e-01 -4.92017168e-02 -5.16133133e-01 -3.50950816e-02
8.86307037e-02 3.20274487e-01]
[ -2.94171465e-02 -3.11895683e-01 -2.42630250e-01 1.84994272e-02
2.31086685e-02 1.67769552e-01 1.45060591e-01 5.54920603e-02
1.09973671e-02 9.83806791e-02]
[ -1.95560111e-03 1.74384873e-01 -1.45187495e-01 4.39757604e-02
7.88337017e-02 -1.80646340e-01 2.52757961e-02 -1.19799639e-01
-1.83880114e-01 1.95631624e-02]
[ -3.53328848e-01 -3.56407150e-01 -2.87623110e-01 1.52595296e-01
1.59297712e-01 4.56567411e-02 5.50126760e-02 -3.54525359e-02
-5.56365445e-03 2.56883510e-02]
[ 6.85325093e-04 -1.54343242e-01 1.17933221e-02 9.92239237e-02
-4.58701970e-02 -7.33462878e-02 1.60094368e-01 -1.89420741e-01
1.90634404e-01 3.98766129e-02]
[ 1.15375894e-01 -2.18306868e-01 3.37455973e-02 -6.59590036e-02
1.28639786e-01 -4.58825938e-02 5.52304980e-02 1.22232123e-01
7.40610012e-02 -2.03240650e-02]
[ -1.66576898e-01 -7.13746855e-02 -3.03660510e-01 -1.68410696e-02
-2.21733530e-02 6.86349472e-02 -2.18451306e-01 -2.77854411e-02
2.62692826e-01 -1.19744916e-01]
[ 7.06519794e-02 -2.54067673e-01 9.35892231e-02 3.95706911e-02
1.14128747e-01 -1.13089514e-01 5.22031277e-02 -9.89032232e-02
1.65601297e-02 1.39117254e-01]
[ -7.89548085e-02 7.86049624e-02 -9.76195904e-04 -1.55744527e-01
4.11312483e-02 2.34669414e-02 9.11148647e-02 -1.02374690e-01
-2.15049041e-02 -1.26206458e-01]
[ -1.02873817e-01 -3.10778257e-02 -6.62481857e-02 5.77109482e-04
3.34561381e-01 9.81334130e-02 -1.32880282e-03 -1.52756936e-02
-1.61272293e-01 -1.97265900e-01]
[ -1.55824558e-01 6.72401015e-03 6.25143672e-02 2.33822930e-02
-1.76156057e-01 -2.20341040e-01 -1.81181675e-01 -1.96925064e-01
8.84622627e-02 1.75987440e-01]
[ -2.22228905e-01 -1.70881172e-01 1.17635205e-01 2.66829677e-01
-1.09823115e-01 -8.18873789e-02 -9.61148025e-02 -2.55319330e-01
-2.13280388e-01 -2.25199993e-03]
[ 1.20874870e-01 -5.12996210e-02 -1.56432119e-02 1.26446517e-01
-3.01381235e-02 -8.80493160e-02 1.11709580e-01 4.44322220e-03
3.77870733e-02 2.84298156e-02]
[ 3.45521332e-02 -4.74114564e-02 -2.12480020e-01 1.44869053e-01
-4.03449187e-02 8.86534493e-02 -7.94428121e-02 -2.00205483e-02
-9.71385564e-02 -7.35341468e-03]
[ -1.24789512e-01 -6.09130045e-02 -2.05039337e-01 1.50669728e-01
-4.68009116e-03 1.36221586e-01 1.28241035e-02 -2.50350949e-01
6.43731253e-02 -2.05102142e-01]
[ -7.10479804e-02 -3.58119963e-02 2.75806494e-01 9.64327534e-02
1.28473804e-01 -6.10548829e-02 -1.25872262e-01 1.20668388e-01
6.88320024e-02 3.02186877e-02]
[ 4.67387646e-02 -3.28506187e-02 8.41897885e-02 8.02082562e-02
1.05331852e-01 -1.52792396e-02 2.64128903e-01 1.20338020e-01
-4.11907137e-02 -7.41785302e-02]
[ 5.47279108e-03 -1.54249376e-01 -2.90966073e-01 -5.05390098e-02
2.21509024e-01 -9.03381665e-02 1.76414222e-01 1.64207585e-01
1.05568068e-01 -3.16468714e-02]
[ 4.82336190e-02 -3.98536574e-03 -1.19824654e-01 3.68784493e-02
-6.75389371e-02 3.25991529e-01 2.61190495e-01 2.05246361e-01
-1.68625290e-01 -6.39811812e-02]
[ 1.10552292e-02 -6.10364877e-03 1.24934317e-01 1.14619555e-01
-3.61306050e-02 1.03308455e-01 -1.71871243e-01 -4.05483025e-02
2.16529441e-01 8.79038256e-02]
[ 9.99835767e-02 5.78213779e-02 -5.22486156e-02 -1.15227092e-01
-6.63258281e-02 -3.25406418e-01 1.28817715e-01 8.09877360e-03
1.31836183e-01 7.63884547e-02]
[ -9.55775312e-02 2.11849352e-02 -1.41136075e-02 2.65238261e-02
-2.24708680e-03 -2.04257362e-01 -9.94007595e-02 -1.95712279e-02
1.72957603e-02 1.32981169e-01]
[ -1.37164899e-01 -4.21215679e-02 -1.93889422e-01 5.88273401e-03
-2.81012296e-01 -7.62760138e-03 -3.44100724e-02 -2.28731518e-02
1.07614355e-02 7.37172769e-02]
[ -2.12370781e-02 -3.84938274e-02 -7.05108140e-02 -1.16207556e-01
4.96452864e-01 2.72503250e-01 5.10935606e-01 1.13822166e-01
-1.73041249e-01 -3.60272964e-01]
[ -3.87708939e-03 -3.16498734e-01 -2.35862408e-02 -5.67210647e-02
6.12116845e-01 9.58495325e-02 4.58803991e-01 9.23907411e-02
4.13670616e-02 -3.61325311e-01]
[ 1.87628947e-02 -3.84216522e-01 -3.93554663e-02 -9.80116167e-02
6.48643895e-01 2.08482243e-02 4.39390709e-01 4.93417087e-02
-3.54933139e-01 -2.05696456e-01]
[ -1.50251585e-01 -5.16746258e-01 -6.31408621e-04 -1.79267985e-01
6.93204228e-01 -9.77198295e-02 5.46800217e-01 -8.09823711e-02
-4.93082101e-02 1.03264396e-01]
[ -2.73793241e-01 -3.28067775e-01 6.21328733e-02 -2.97651006e-02
8.68542431e-01 1.36792241e-01 3.51434262e-01 4.88418480e-02
-7.53461765e-02 -1.17700323e-01]
[ -1.74939355e-01 -2.07097192e-01 2.62919068e-01 -2.08310726e-01
5.56450807e-01 -5.52937148e-02 5.92947634e-01 1.53398687e-02
-2.28881303e-01 5.89043149e-03]
[ -1.09791703e-01 -1.61974277e-01 -1.71828984e-01 -7.64862166e-02
4.13157446e-01 -2.37701032e-01 1.17876741e-01 1.70789908e-01
9.32375872e-03 -9.35251926e-02]
[ 1.25923293e-01 2.64146288e-01 1.70629589e-01 -7.06976239e-02
-1.38590284e-01 4.32518192e-02 -1.78011652e-01 2.84793131e-01
8.93890993e-02 1.93617939e-01]
[ 3.38460785e-01 2.79859644e-01 -8.88945181e-02 3.01996529e-01
-8.66483890e-01 -2.82852252e-01 -4.39515379e-01 1.77189843e-01
3.68695634e-01 -5.55559930e-02]
[ 5.35635149e-02 1.60398893e-01 2.55719894e-01 2.60613652e-01
-8.62956898e-02 -1.98432523e-01 -1.96083141e-01 -1.32290515e-01
-1.32404764e-01 -2.77269919e-01]
[ 2.75625219e-02 -4.13053558e-02 -1.16321677e-01 -4.87424969e-02
2.35910981e-01 4.01864733e-02 -1.79970308e-02 -1.83989680e-01
3.88646877e-02 2.14080700e-01]
[ -3.61604134e-04 -5.75003198e-02 -6.68151682e-02 -5.16959707e-02
-9.72599636e-03 -1.74892772e-01 9.22526105e-02 1.02066064e-02
3.69643915e-02 7.42785629e-03]
[ 2.05611837e-02 4.43899526e-02 2.41155587e-01 6.24179796e-02
-1.89654677e-01 -1.30028100e-01 1.39072863e-01 3.93330662e-02
-1.95113895e-01 9.86815311e-02]
[ 5.99109918e-02 -1.55190184e-03 1.02626056e-01 -8.63527485e-03
-1.88103058e-01 7.52609438e-02 1.00212894e-01 -2.71349701e-01
-2.94267042e-02 -1.04135590e-01]
[ -2.54844606e-02 4.89389191e-02 7.82210771e-02 -4.92760406e-02
2.81767387e-02 1.88272175e-01 1.39070292e-01 1.17764570e-01
-3.58983394e-02 1.55929619e-01]
[ 2.11126904e-01 3.73754710e-02 2.42156919e-02 6.78280636e-02
9.85015047e-02 -1.74757739e-02 -1.29994568e-01 1.47718763e-01
-6.48964242e-02 -3.18543894e-02]
[ 2.79141140e-02 -5.60367189e-02 1.04236209e-02 2.11042795e-02
-3.45176143e-01 -1.16494420e-01 -1.67493658e-01 4.02387667e-02
1.05275006e-01 1.76792124e-01]
[ 2.18313271e-02 5.12469975e-01 1.10301941e-01 3.81531900e-01
-9.94560005e-01 -2.97814941e-01 -6.03874220e-01 -7.44179582e-02
2.61513455e-01 3.07090362e-01]
[ 1.71476447e-01 5.14897217e-01 5.91238737e-02 4.05217092e-01
-8.02960156e-01 -8.00423239e-02 -4.43823393e-01 1.50245274e-01
1.92489065e-01 4.80184773e-01]
[ 2.55746489e-01 2.86834807e-01 2.43679401e-01 1.36582199e-01
-3.79138553e-01 8.35910623e-02 -1.97725486e-01 1.62463013e-01
2.32141092e-01 7.03935433e-02]
[ -7.74476293e-02 2.05052607e-01 2.39872966e-01 9.83539533e-03
-1.59905888e-02 1.33129304e-01 -8.51353160e-02 -1.53267649e-02
-3.83948757e-02 4.52023896e-02]
[ -9.81680708e-02 -9.23183698e-03 2.47894472e-02 9.17225908e-02
-4.73856797e-02 1.16715122e-01 2.60361312e-01 2.02981302e-02
-2.76127383e-01 -9.46589180e-02]
[ -2.18068915e-01 -1.53077557e-02 -9.24196796e-02 -3.42625167e-01
1.75387416e-01 1.19534231e-01 9.70627138e-02 1.03706112e-01
-2.06448273e-01 3.39205068e-02]
[ 1.84643732e-02 -3.46335983e-01 -1.23194494e-01 -1.50771172e-01
3.38555416e-01 2.28688489e-02 1.48291640e-01 1.53262520e-01
-1.56536263e-01 -2.08674138e-01]
[ 1.46287873e-01 -1.52751977e-01 -1.39247090e-01 -2.09392683e-03
1.30277962e-01 -6.05681297e-02 -1.19752077e-02 -1.48630909e-01
1.32839930e-01 -1.06765008e-01]
[ -1.16131253e-01 1.52540651e-01 2.59743826e-01 -1.79969781e-02
1.53363656e-01 8.66253543e-02 -2.03916483e-02 -2.98442073e-01
-1.18519727e-01 -5.63929086e-02]
[ -3.54603110e-01 8.13017283e-02 9.28527014e-03 -3.62939769e-02
1.58991388e-01 -1.67692823e-01 -2.65454719e-02 2.34701182e-01
-9.79455148e-02 7.15488721e-02]
[ 1.48591748e-01 1.00026072e-01 -2.38475760e-01 -9.32619447e-02
1.17304178e-01 -2.91997958e-01 1.41282615e-02 -1.67958747e-01
-4.18011688e-03 -1.90131687e-01]
[ 2.09556473e-01 -1.47079359e-01 6.08281657e-02 -2.69737293e-02
7.53735155e-02 -3.05379139e-02 -5.06844959e-03 -1.37132341e-01
1.08270488e-01 -1.82440230e-01]
[ -1.08202496e-01 -4.27150987e-02 1.19182865e-01 1.03768373e-01
4.66380780e-02 -1.10023751e-01 2.47836498e-01 -7.74495595e-02
1.81438499e-01 -8.64400144e-03]
[ 1.72408457e-02 -1.34305373e-01 2.12739291e-01 -2.22300619e-01
5.04798298e-02 1.07650832e-01 1.47356660e-02 -1.13365986e-01
3.51363153e-02 2.46684312e-01]]
[[ 0.55889202]
[ 1.41417774]
[ 0.27712123]
[ 0.80632522]
[-2.4883387 ]
[-0.27237432]
[-1.49942757]
[ 0.03497198]
[ 0.63182985]
[ 0.84429057]]
Progress: 19.5% ... Training loss: 0.306 ... Validation loss: 0.483[[ 1.60067559e-01 2.20629529e-01 -1.11565146e-01 1.04508177e-01
-5.09948362e-01 -6.91224137e-02 -6.22370544e-02 1.23837753e-01
-7.53867279e-02 1.89859173e-01]
[ 1.29424401e-02 1.63096572e-01 -2.09094943e-02 3.70076185e-02
1.07419614e-01 -4.58040145e-03 3.05730353e-01 4.11198753e-02
1.36601318e-01 -3.19821873e-02]
[ 1.89273270e-01 4.34047744e-01 2.56231246e-02 7.49710204e-02
1.21789125e-01 -5.01170659e-02 -5.21469011e-01 -3.49695706e-02
9.09001863e-02 3.22859010e-01]
[ -2.95687054e-02 -3.12219288e-01 -2.42678583e-01 1.83392630e-02
2.43047225e-02 1.67863996e-01 1.46167226e-01 5.54702842e-02
1.07414160e-02 9.82277116e-02]
[ -1.02724562e-03 1.76187843e-01 -1.44647257e-01 4.54744700e-02
7.58178716e-02 -1.81082952e-01 2.33901765e-02 -1.19718297e-01
-1.82925590e-01 2.06423528e-02]
[ -3.53486373e-01 -3.56653097e-01 -2.87699748e-01 1.52360263e-01
1.60186254e-01 4.57313356e-02 5.55305217e-02 -3.54628798e-02
-5.78999353e-03 2.54295905e-02]
[ -9.02953410e-04 -1.57813348e-01 1.10403803e-02 9.70588915e-02
-4.02366775e-02 -7.26094777e-02 1.64154001e-01 -1.89508571e-01
1.88970593e-01 3.73762348e-02]
[ 1.16000865e-01 -2.16949433e-01 3.41034303e-02 -6.49994825e-02
1.25860692e-01 -4.62172107e-02 5.38010570e-02 1.22281253e-01
7.49678321e-02 -1.93363852e-02]
[ -1.65883155e-01 -6.95806848e-02 -3.03288009e-01 -1.58170593e-02
-2.50572945e-02 6.82942345e-02 -2.20120495e-01 -2.77407231e-02
2.63423301e-01 -1.18697160e-01]
[ 7.20725781e-02 -2.50015274e-01 9.43560042e-02 4.17505854e-02
1.07376922e-01 -1.13821367e-01 4.83950018e-02 -9.87947518e-02
1.82828256e-02 1.41092234e-01]
[ -7.99335383e-02 7.61560834e-02 -1.41652427e-03 -1.57125338e-01
4.55023234e-02 2.39168419e-02 9.40446437e-02 -1.02435808e-01
-2.25273467e-02 -1.27618712e-01]
[ -1.03742776e-01 -3.32459642e-02 -6.66738838e-02 -6.38507996e-04
3.37801157e-01 9.85514412e-02 1.02839250e-03 -1.53273721e-02
-1.62225390e-01 -1.98552329e-01]
[ -1.55824558e-01 6.72401015e-03 6.25143672e-02 2.33822930e-02
-1.76156057e-01 -2.20341040e-01 -1.81181675e-01 -1.96925064e-01
8.84622627e-02 1.75987440e-01]
[ -2.22452721e-01 -1.71344043e-01 1.17521924e-01 2.66469230e-01
-1.08680385e-01 -8.17638788e-02 -9.55052552e-02 -2.55334572e-01
-2.13562678e-01 -2.63053058e-03]
[ 1.20865703e-01 -5.12608598e-02 -1.56515703e-02 1.26473498e-01
-3.00260563e-02 -8.80633500e-02 1.11820224e-01 4.44349656e-03
3.77596876e-02 2.84512512e-02]
[ 3.44727646e-02 -4.75122553e-02 -2.12491954e-01 1.44749313e-01
-4.00162614e-02 8.86931396e-02 -7.93124260e-02 -2.00254995e-02
-9.72360095e-02 -7.48714390e-03]
[ -1.26256673e-01 -6.44574173e-02 -2.05750131e-01 1.48665493e-01
8.87060627e-04 1.36897186e-01 1.66621103e-02 -2.50434179e-01
6.27810934e-02 -2.07283199e-01]
[ -7.06743358e-02 -3.47648485e-02 2.75976711e-01 9.69772361e-02
1.26500584e-01 -6.12135261e-02 -1.26862531e-01 1.20693975e-01
6.93079143e-02 3.06506462e-02]
[ 4.70574077e-02 -3.23979485e-02 8.43616026e-02 8.06400154e-02
1.03844483e-01 -1.54017060e-02 2.63453754e-01 1.20359186e-01
-4.07828313e-02 -7.38450052e-02]
[ 4.97382836e-03 -1.54895088e-01 -2.91209277e-01 -5.12942443e-02
2.23420739e-01 -9.01127730e-02 1.77133980e-01 1.64174642e-01
1.04983796e-01 -3.21248737e-02]
[ 4.93146761e-02 -1.65933765e-03 -1.19246150e-01 3.85707007e-02
-7.20362690e-02 3.25398727e-01 2.58842946e-01 2.05324432e-01
-1.67244462e-01 -6.24617843e-02]
[ 1.08178924e-02 -6.58703782e-03 1.24829558e-01 1.14285398e-01
-3.52046469e-02 1.03417798e-01 -1.71023315e-01 -4.05618922e-02
2.16296607e-01 8.75747349e-02]
[ 1.00617205e-01 5.94365399e-02 -5.19279976e-02 -1.14298825e-01
-6.88451056e-02 -3.25705213e-01 1.27193078e-01 8.13847274e-03
1.32488657e-01 7.73457376e-02]
[ -9.56687549e-02 2.09315636e-02 -1.41502531e-02 2.63930901e-02
-1.90219210e-03 -2.04219436e-01 -9.91481276e-02 -1.95764651e-02
1.71969909e-02 1.32842510e-01]
[ -1.37391925e-01 -4.26753998e-02 -1.94000845e-01 5.54700896e-03
-2.80009245e-01 -7.51623853e-03 -3.38025209e-02 -2.28870813e-02
1.05065326e-02 7.33690447e-02]
[ -2.12811893e-02 -3.86191716e-02 -7.05211791e-02 -1.16267878e-01
4.96715542e-01 2.72522729e-01 5.11036715e-01 1.13819425e-01
-1.73084801e-01 -3.60343300e-01]
[ -4.18108926e-03 -3.17289967e-01 -2.37325096e-02 -5.71563250e-02
6.13271060e-01 9.59970493e-02 4.59578790e-01 9.23730487e-02
4.10326454e-02 -3.61768550e-01]
[ 1.84345332e-02 -3.84929710e-01 -3.95203674e-02 -9.85126451e-02
6.50084422e-01 2.10160628e-02 4.40247981e-01 4.93203698e-02
-3.55321445e-01 -2.06219907e-01]
[ -1.51057545e-01 -5.18609237e-01 -1.02011017e-03 -1.80394282e-01
6.96364579e-01 -9.73396563e-02 5.48999588e-01 -8.10297328e-02
-5.01495369e-02 1.02172724e-01]
[ -2.73717410e-01 -3.27783594e-01 6.21797159e-02 -2.96101119e-02
8.68139695e-01 1.36752771e-01 3.51327832e-01 4.88483045e-02
-7.52521702e-02 -1.17556666e-01]
[ -1.74995941e-01 -2.07212554e-01 2.62890985e-01 -2.08391593e-01
5.56648804e-01 -5.52660678e-02 5.93085581e-01 1.53363722e-02
-2.28944810e-01 5.80714352e-03]
[ -1.10079039e-01 -1.62530902e-01 -1.71953347e-01 -7.69194463e-02
4.14520542e-01 -2.37553635e-01 1.18605689e-01 1.70771121e-01
8.99817059e-03 -9.39789666e-02]
[ 1.25894423e-01 2.64136131e-01 1.70628881e-01 -7.06912440e-02
-1.38556558e-01 4.32507590e-02 -1.77936423e-01 2.84792205e-01
8.93827908e-02 1.93558441e-01]
[ 3.39009476e-01 2.81443719e-01 -8.85777419e-02 3.02931203e-01
-8.69098539e-01 -2.83134169e-01 -4.41052790e-01 1.77230477e-01
3.69346350e-01 -5.45966259e-02]
[ 5.37201465e-02 1.60839526e-01 2.55805104e-01 2.60851462e-01
-8.70141761e-02 -1.98514482e-01 -1.96531536e-01 -1.32279865e-01
-1.32213850e-01 -2.77026022e-01]
[ 2.75889483e-02 -4.13561490e-02 -1.16322771e-01 -4.87298039e-02
2.35936400e-01 4.01774748e-02 -1.80443783e-02 -1.83991124e-01
3.88737210e-02 2.14122718e-01]
[ -3.49630140e-04 -5.75329270e-02 -6.68113059e-02 -5.16874769e-02
-9.81314968e-03 -1.74899215e-01 9.22327270e-02 1.02069276e-02
3.69670343e-02 7.44286139e-03]
[ 2.08974357e-02 4.53565526e-02 2.41288480e-01 6.28664946e-02
-1.91155458e-01 -1.30178674e-01 1.38152854e-01 3.93537275e-02
-1.94727123e-01 9.90721967e-02]
[ 5.97243753e-02 -2.10592598e-03 1.02526951e-01 -8.91981437e-03
-1.87187334e-01 7.53568583e-02 1.00773642e-01 -2.71361264e-01
-2.96527746e-02 -1.04399079e-01]
[ -2.46547746e-02 5.09775050e-02 7.86531322e-02 -4.80223600e-02
2.43230150e-02 1.87847360e-01 1.36994807e-01 1.17818902e-01
-3.49585624e-02 1.57148346e-01]
[ 2.10723633e-01 3.66376357e-02 2.40137328e-02 6.72615794e-02
1.00203211e-01 -1.73089858e-02 -1.28988376e-01 1.47698209e-01
-6.53613538e-02 -3.24875643e-02]
[ 2.76941904e-02 -5.65593037e-02 1.03242663e-02 2.08081842e-02
-3.44277845e-01 -1.16401831e-01 -1.66859484e-01 4.02262706e-02
1.05028326e-01 1.76456142e-01]
[ 2.25650257e-02 5.14337099e-01 1.10688123e-01 3.82591142e-01
-9.97214577e-01 -2.98224867e-01 -6.05779428e-01 -7.43686058e-02
2.62400018e-01 3.08275270e-01]
[ 1.71817778e-01 5.15167237e-01 5.92962435e-02 4.05664730e-01
-8.05015330e-01 -8.01554247e-02 -4.44465774e-01 1.50267773e-01
1.92939489e-01 4.80528259e-01]
[ 2.54701250e-01 2.84388446e-01 2.43168149e-01 1.35091937e-01
-3.74644082e-01 8.41035059e-02 -1.94980017e-01 1.62399332e-01
2.30964934e-01 6.88054256e-02]
[ -7.73626121e-02 2.05179437e-01 2.39906268e-01 9.92925072e-03
-1.62753287e-02 1.33096645e-01 -8.53683485e-02 -1.53229606e-02
-3.83107977e-02 4.52822620e-02]
[ -9.80119309e-02 -8.79562766e-03 2.48717535e-02 9.19529467e-02
-4.81115320e-02 1.16635027e-01 2.59922764e-01 2.03084614e-02
-2.75936418e-01 -9.44217435e-02]
[ -2.18113631e-01 -1.54212947e-02 -9.24450072e-02 -3.42693750e-01
1.75601841e-01 1.19556624e-01 9.71655632e-02 1.03703147e-01
-2.06500523e-01 3.38468212e-02]
[ 1.84905937e-02 -3.46282226e-01 -1.23184056e-01 -1.50733064e-01
3.38449675e-01 2.28557604e-02 1.48220513e-01 1.53264199e-01
-1.56505903e-01 -2.08636910e-01]
[ 1.46780508e-01 -1.51490533e-01 -1.39009504e-01 -1.42122163e-03
1.28023054e-01 -6.07584875e-02 -1.32535145e-02 -1.48604166e-01
1.33341634e-01 -1.06059353e-01]
[ -1.15923724e-01 1.53125856e-01 2.59833693e-01 -1.76394775e-02
1.52734176e-01 8.64828039e-02 -2.06905492e-02 -2.98418765e-01
-1.18289488e-01 -5.62141001e-02]
[ -3.53892684e-01 8.27303710e-02 9.65225733e-03 -3.52817299e-02
1.55739874e-01 -1.68005301e-01 -2.81189909e-02 2.34748361e-01
-9.70967535e-02 7.24791102e-02]
[ 1.48203860e-01 9.94138382e-02 -2.38614012e-01 -9.37150955e-02
1.18629823e-01 -2.91839662e-01 1.51286823e-02 -1.67976739e-01
-4.59475401e-03 -1.90617010e-01]
[ 2.09968521e-01 -1.46077215e-01 6.10854345e-02 -2.63060228e-02
7.35960031e-02 -3.07855729e-02 -6.02644373e-03 -1.37098963e-01
1.08840884e-01 -1.81808855e-01]
[ -1.08814625e-01 -4.42366499e-02 1.18910301e-01 1.02926940e-01
4.91364289e-02 -1.09750703e-01 2.49566401e-01 -7.74857031e-02
1.80825791e-01 -9.49988360e-03]
[ 1.59911351e-02 -1.37013641e-01 2.12099152e-01 -2.24132728e-01
5.54282751e-02 1.08248608e-01 1.75929112e-02 -1.13446782e-01
3.37597157e-02 2.44855738e-01]]
[[ 0.55999386]
[ 1.41732752]
[ 0.27667906]
[ 0.80724534]
[-2.49270299]
[-0.2746066 ]
[-1.50463457]
[ 0.03616697]
[ 0.6310723 ]
[ 0.84614676]]
Progress: 19.6% ... Training loss: 0.307 ... Validation loss: 0.479[[ 1.58827170e-01 2.16663773e-01 -1.12248118e-01 1.02286513e-01
-5.02612688e-01 -6.83908646e-02 -5.84438725e-02 1.23746919e-01
-7.70729791e-02 1.87702145e-01]
[ 1.28657778e-02 1.62913554e-01 -2.09524607e-02 3.68910165e-02
1.07830253e-01 -4.53118807e-03 3.05969946e-01 4.11150349e-02
1.36515500e-01 -3.21048867e-02]
[ 1.84312286e-01 4.23004018e-01 2.29570989e-02 6.66934994e-02
1.45388814e-01 -4.74368293e-02 -5.08974071e-01 -3.53325772e-02
8.46492584e-02 3.14845362e-01]
[ -2.32188971e-02 -2.97872438e-01 -2.39500104e-01 2.76930031e-02
-3.04240101e-03 1.64664556e-01 1.29826511e-01 5.58881083e-02
1.79238208e-02 1.08083130e-01]
[ -4.97750787e-03 1.66920886e-01 -1.46629518e-01 3.98673029e-02
9.28130958e-02 -1.79129024e-01 3.41658585e-02 -1.19969710e-01
-1.87095485e-01 1.45766309e-02]
[ -3.53604870e-01 -3.57589849e-01 -2.87726281e-01 1.52456533e-01
1.60060847e-01 4.56967913e-02 5.63739111e-02 -3.54592331e-02
-5.75232273e-03 2.53401608e-02]
[ -1.35371552e-03 -1.59854871e-01 1.07652318e-02 9.61288180e-02
-3.64472972e-02 -7.23268846e-02 1.65642548e-01 -1.89542946e-01
1.88139568e-01 3.64323702e-02]
[ 1.14390238e-01 -2.21218236e-01 3.32321192e-02 -6.76363299e-02
1.33506427e-01 -4.53544559e-02 5.81808514e-02 1.22164140e-01
7.30095301e-02 -2.19268368e-02]
[ -1.65380140e-01 -6.85522245e-02 -3.03042049e-01 -1.50817009e-02
-2.73291080e-02 6.80586462e-02 -2.21363372e-01 -2.77097163e-02
2.63878963e-01 -1.17950121e-01]
[ 7.08264850e-02 -2.54077280e-01 9.36759820e-02 3.96666028e-02
1.14595361e-01 -1.13186149e-01 5.18134268e-02 -9.88801368e-02
1.65206811e-02 1.39051778e-01]
[ -8.04330755e-02 7.41634274e-02 -1.68502595e-03 -1.57863098e-01
4.75417896e-02 2.41762063e-02 9.60200248e-02 -1.02471140e-01
-2.31224922e-02 -1.28485875e-01]
[ -1.03674016e-01 -3.34099188e-02 -6.66523926e-02 -5.52057955e-04
3.37581147e-01 9.85320733e-02 1.10343979e-03 -1.53234890e-02
-1.62164094e-01 -1.98521417e-01]
[ -1.55824558e-01 6.72401015e-03 6.25143672e-02 2.33822930e-02
-1.76156057e-01 -2.20341040e-01 -1.81181675e-01 -1.96925064e-01
8.84622627e-02 1.75987440e-01]
[ -2.22437390e-01 -1.71685686e-01 1.17570796e-01 2.66658762e-01
-1.09242560e-01 -8.18179503e-02 -9.53613410e-02 -2.55326700e-01
-2.13420484e-01 -2.50497577e-03]
[ 1.20474272e-01 -5.22418900e-02 -1.58458397e-02 1.26001432e-01
-2.84903518e-02 -8.79154501e-02 1.13113380e-01 4.42080848e-03
3.73396767e-02 2.78860738e-02]
[ 3.48810306e-02 -4.68442037e-02 -2.12311512e-01 1.45344191e-01
-4.16739291e-02 8.84991297e-02 -8.01452837e-02 -1.99981991e-02
-9.67603511e-02 -6.96216268e-03]
[ -1.25930920e-01 -6.42920398e-02 -2.05591116e-01 1.49011553e-01
8.14688759e-04 1.36767006e-01 1.58515325e-02 -2.50411778e-01
6.29782305e-02 -2.06832053e-01]
[ -7.06905368e-02 -3.48233853e-02 2.75946008e-01 9.69589849e-02
1.26714110e-01 -6.11997589e-02 -1.26712688e-01 1.20693952e-01
6.92306419e-02 3.05326719e-02]
[ 4.61273791e-02 -3.48139239e-02 8.38840027e-02 7.91355796e-02
1.08162559e-01 -1.49267545e-02 2.65873364e-01 1.20291441e-01
-4.19225532e-02 -7.53270678e-02]
[ 4.23641092e-03 -1.57031606e-01 -2.91621450e-01 -5.25844690e-02
2.27083615e-01 -8.97036101e-02 1.79217796e-01 1.64118864e-01
1.04063123e-01 -3.33691786e-02]
[ 4.90086816e-02 -2.35316663e-03 -1.19412426e-01 3.80839871e-02
-7.07283570e-02 3.25563360e-01 2.59713577e-01 2.05301723e-01
-1.67621729e-01 -6.29604345e-02]
[ 1.02971627e-02 -7.86850194e-03 1.24560776e-01 1.13494067e-01
-3.27479784e-02 1.03681763e-01 -1.69707862e-01 -4.05977184e-02
2.15664847e-01 8.68020107e-02]
[ 1.01067255e-01 6.05487038e-02 -5.17048912e-02 -1.13647250e-01
-7.08735896e-02 -3.25916873e-01 1.26001648e-01 8.16766362e-03
1.32945754e-01 7.80323783e-02]
[ -9.55019819e-02 2.12482212e-02 -1.40614522e-02 2.66116532e-02
-2.64457992e-03 -2.04294736e-01 -9.95651653e-02 -1.95665319e-02
1.73536929e-02 1.33074114e-01]
[ -1.37533167e-01 -4.32472701e-02 -1.94078311e-01 5.37413022e-03
-2.79403026e-01 -7.45018056e-03 -3.33581883e-02 -2.28958457e-02
1.03484553e-02 7.31533046e-02]
[ -2.11010755e-02 -3.83875501e-02 -7.04463334e-02 -1.16005411e-01
4.95948730e-01 2.72447193e-01 5.10772717e-01 1.13831068e-01
-1.72885291e-01 -3.60123101e-01]
[ -4.33436394e-03 -3.17774431e-01 -2.38117884e-02 -5.73879202e-02
6.13924525e-01 9.60762025e-02 4.60043984e-01 9.23626676e-02
4.08537658e-02 -3.62022140e-01]
[ 1.85004997e-02 -3.84807167e-01 -3.94946064e-02 -9.84003996e-02
6.49883876e-01 2.09799693e-02 4.40062449e-01 4.93252987e-02
-3.55229261e-01 -2.06117239e-01]
[ -1.50919124e-01 -5.18451180e-01 -9.54380463e-04 -1.80186912e-01
6.95801008e-01 -9.74118815e-02 5.48749188e-01 -8.10209881e-02
-4.99891711e-02 1.02382029e-01]
[ -2.74338710e-01 -3.29338219e-01 6.18852450e-02 -3.05040902e-02
8.70717561e-01 1.37061461e-01 3.52969639e-01 4.88114481e-02
-7.59563574e-02 -1.18490711e-01]
[ -1.74845614e-01 -2.07000695e-01 2.62995336e-01 -2.08091972e-01
5.55754236e-01 -5.53675223e-02 5.92788548e-01 1.53491973e-02
-2.28727426e-01 6.11358047e-03]
[ -1.10136778e-01 -1.62710433e-01 -1.71968931e-01 -7.69530450e-02
4.14631700e-01 -2.37546612e-01 1.18775196e-01 1.70769676e-01
8.97437421e-03 -9.40323764e-02]
[ 1.25868752e-01 2.64050119e-01 1.70624678e-01 -7.06543604e-02
-1.38627269e-01 4.32496070e-02 -1.77988016e-01 2.84790480e-01
8.93724275e-02 1.93552666e-01]
[ 3.39450487e-01 2.81933379e-01 -8.83897740e-02 3.03347582e-01
-8.69855046e-01 -2.83327047e-01 -4.42068227e-01 1.77255939e-01
3.69670698e-01 -5.40425635e-02]
[ 5.35724911e-02 1.60442366e-01 2.55734134e-01 2.60640435e-01
-8.63384941e-02 -1.98440374e-01 -1.96149325e-01 -1.32289718e-01
-1.32383955e-01 -2.77266591e-01]
[ 2.79574108e-02 -4.04950663e-02 -1.16128963e-01 -4.82108970e-02
2.34228319e-01 3.99955594e-02 -1.90258421e-02 -1.83970224e-01
3.92713871e-02 2.14623157e-01]
[ -3.23222406e-04 -5.76310978e-02 -6.68402642e-02 -5.17776794e-02
-9.68961227e-03 -1.74891936e-01 9.23690077e-02 1.02032351e-02
3.68415164e-02 7.39579770e-03]
[ 2.07584335e-02 4.49970847e-02 2.41218843e-01 6.26690942e-02
-1.90526460e-01 -1.30112788e-01 1.38493035e-01 3.93453622e-02
-1.94887542e-01 9.88598796e-02]
[ 5.96216432e-02 -2.47238809e-03 1.02472105e-01 -9.08770642e-03
-1.86612481e-01 7.54073230e-02 1.01170102e-01 -2.71367552e-01
-2.97874276e-02 -1.04569812e-01]
[ -2.56538982e-02 4.87281827e-02 7.81169315e-02 -4.96154645e-02
2.89263016e-02 1.88353179e-01 1.39718986e-01 1.17749697e-01
-3.61955620e-02 1.55609685e-01]
[ 2.10317426e-01 3.55361851e-02 2.38068462e-02 6.66067815e-02
1.02291251e-01 -1.70961957e-02 -1.27929163e-01 1.47668837e-01
-6.58630860e-02 -3.31609599e-02]
[ 2.80511086e-02 -5.56609799e-02 1.04746560e-02 2.13366263e-02
-3.45796200e-01 -1.16571361e-01 -1.67673822e-01 4.02498268e-02
1.05421239e-01 1.76911137e-01]
[ 2.25293584e-02 5.14080539e-01 1.10681234e-01 3.82457082e-01
-9.96946450e-01 -2.98153993e-01 -6.05687746e-01 -7.43740191e-02
2.62354783e-01 3.08249579e-01]
[ 1.71018364e-01 5.13144863e-01 5.88875720e-02 4.04599795e-01
-8.01515663e-01 -7.97844289e-02 -4.42398476e-01 1.50215729e-01
1.92027606e-01 4.79350009e-01]
[ 2.55038305e-01 2.85247871e-01 2.43340700e-01 1.35608161e-01
-3.76247027e-01 8.39339804e-02 -1.95890309e-01 1.62422953e-01
2.31354103e-01 6.93437463e-02]
[ -7.72002886e-02 2.05627624e-01 2.39992373e-01 1.01924846e-02
-1.70216799e-02 1.33009308e-01 -8.58120603e-02 -1.53113958e-02
-3.81168143e-02 4.55516046e-02]
[ -9.85805089e-02 -1.03076408e-02 2.45783723e-02 9.11307724e-02
-4.55062458e-02 1.16921571e-01 2.61457963e-01 2.02731385e-02
-2.76568924e-01 -9.53223998e-02]
[ -2.18114349e-01 -1.54321907e-02 -9.24396599e-02 -3.42704884e-01
1.75616402e-01 1.19553281e-01 9.71405518e-02 1.03703289e-01
-2.06493988e-01 3.38449415e-02]
[ 1.86438016e-02 -3.46103095e-01 -1.23107968e-01 -1.50524229e-01
3.37891491e-01 2.27823396e-02 1.47918964e-01 1.53273942e-01
-1.56339680e-01 -2.08433350e-01]
[ 1.46663411e-01 -1.52082137e-01 -1.39081125e-01 -1.57320973e-03
1.28596245e-01 -6.06914213e-02 -1.27462527e-02 -1.48614750e-01
1.33120744e-01 -1.06307055e-01]
[ -1.16375140e-01 1.51936817e-01 2.59626211e-01 -1.82468632e-02
1.54562716e-01 8.66900869e-02 -1.94148424e-02 -2.98442311e-01
-1.18765938e-01 -5.68632131e-02]
[ -3.54189141e-01 8.16775857e-02 9.51332025e-03 -3.58068056e-02
1.57194459e-01 -1.67821155e-01 -2.72737829e-02 2.34727056e-01
-9.74540523e-02 7.20403222e-02]
[ 1.47996521e-01 9.87372674e-02 -2.38771853e-01 -9.41286908e-02
1.19922182e-01 -2.91719601e-01 1.58136239e-02 -1.67995321e-01
-4.91712747e-03 -1.91049442e-01]
[ 2.08462221e-01 -1.50351321e-01 6.02659685e-02 -2.87107776e-02
8.07805497e-02 -3.00101970e-02 -1.70030040e-03 -1.37205592e-01
1.06968593e-01 -1.84323576e-01]
[ -1.07989864e-01 -4.26659078e-02 1.19332405e-01 1.04093040e-01
4.64059762e-02 -1.10179310e-01 2.47385042e-01 -7.74277773e-02
1.81643469e-01 -8.19320136e-03]
[ 1.60681125e-02 -1.37018894e-01 2.12145361e-01 -2.23931321e-01
5.48634011e-02 1.08198500e-01 1.76038619e-02 -1.13440897e-01
3.38953467e-02 2.44955104e-01]]
[[ 0.54929245]
[ 1.40238272]
[ 0.26685641]
[ 0.79864472]
[-2.50131881]
[-0.27767269]
[-1.50643545]
[ 0.03012613]
[ 0.62473406]
[ 0.83637945]]
Progress: 19.6% ... Training loss: 0.305 ... Validation loss: 0.490[[ 1.58790487e-01 2.16520799e-01 -1.12241980e-01 1.02277852e-01
-5.02938281e-01 -6.84430555e-02 -5.84119128e-02 1.23742611e-01
-7.69870779e-02 1.87841004e-01]
[ 1.29150438e-02 1.63063162e-01 -2.09207869e-02 3.69860251e-02
1.07554803e-01 -4.56342698e-03 3.05841489e-01 4.11184414e-02
1.36587543e-01 -3.20214786e-02]
[ 1.83268262e-01 4.20755255e-01 2.23588007e-02 6.51052530e-02
1.50329476e-01 -4.69528218e-02 -5.07014668e-01 -3.53907277e-02
8.34130680e-02 3.13358962e-01]
[ -2.30785747e-02 -2.98867770e-01 -2.39492642e-01 2.74842249e-02
-3.09516844e-03 1.64814616e-01 1.29966311e-01 5.58852016e-02
1.80961428e-02 1.08188143e-01]
[ -5.64729471e-03 1.64883573e-01 -1.47046787e-01 3.87279072e-02
9.59818553e-02 -1.78810473e-01 3.61373854e-02 -1.20013074e-01
-1.88204803e-01 1.34207038e-02]
[ -3.52886744e-01 -3.56712441e-01 -2.87337745e-01 1.53714833e-01
1.56358656e-01 4.52451434e-02 5.49800399e-02 -3.54110158e-02
-4.73873941e-03 2.65926397e-02]
[ -1.39301260e-03 -1.59717479e-01 1.07724932e-02 9.61225735e-02
-3.64624205e-02 -7.23182263e-02 1.65592640e-01 -1.89545638e-01
1.88181882e-01 3.65073325e-02]
[ 1.14510486e-01 -2.21274154e-01 3.32764398e-02 -6.73552881e-02
1.32324483e-01 -4.54559731e-02 5.78440015e-02 1.22171419e-01
7.33299381e-02 -2.16350901e-02]
[ -1.66039212e-01 -6.97272330e-02 -3.03333228e-01 -1.60319463e-02
-2.50326117e-02 6.83888491e-02 -2.19558723e-01 -2.77441912e-02
2.63248288e-01 -1.18932679e-01]
[ 7.06696400e-02 -2.54532406e-01 9.36767691e-02 3.97495412e-02
1.13413748e-01 -1.13253661e-01 5.24073230e-02 -9.88783831e-02
1.68191222e-02 1.39194540e-01]
[ -8.05646412e-02 7.35751716e-02 -1.74770704e-03 -1.57980000e-01
4.81213570e-02 2.42395038e-02 9.65095725e-02 -1.02477240e-01
-2.31811751e-02 -1.28650663e-01]
[ -1.03245601e-01 -3.25826638e-02 -6.64415591e-02 6.47574566e-05
3.35580430e-01 9.83219843e-02 4.40166425e-05 -1.53008141e-02
-1.61658222e-01 -1.97862762e-01]
[ -1.55824558e-01 6.72401015e-03 6.25143672e-02 2.33822930e-02
-1.76156057e-01 -2.20341040e-01 -1.81181675e-01 -1.96925064e-01
8.84622627e-02 1.75987440e-01]
[ -2.22630002e-01 -1.72189545e-01 1.17496822e-01 2.66471262e-01
-1.08638751e-01 -8.17662033e-02 -9.47496977e-02 -2.55335435e-01
-2.13586654e-01 -2.76431416e-03]
[ 1.20851626e-01 -5.16735602e-02 -1.56546464e-02 1.26577025e-01
-3.04510882e-02 -8.81427679e-02 1.12394012e-01 4.44504208e-03
3.78408856e-02 2.84879130e-02]
[ 3.50468862e-02 -4.68491015e-02 -2.12213660e-01 1.45659232e-01
-4.23392783e-02 8.84100494e-02 -8.04873824e-02 -1.99858148e-02
-9.65080533e-02 -6.62705298e-03]
[ -1.25710010e-01 -6.36844955e-02 -2.05488721e-01 1.49337801e-01
-1.48928205e-04 1.36655645e-01 1.52793970e-02 -2.50403069e-01
6.32484588e-02 -2.06526444e-01]
[ -7.11585435e-02 -3.60039938e-02 2.75729666e-01 9.62991559e-02
1.28835157e-01 -6.09853292e-02 -1.25463776e-01 1.20669541e-01
6.87274798e-02 2.99333607e-02]
[ 4.66684898e-02 -3.33039604e-02 8.41299467e-02 7.99603695e-02
1.05212511e-01 -1.51982616e-02 2.64255433e-01 1.20321651e-01
-4.12943779e-02 -7.43992826e-02]
[ 4.31212688e-03 -1.57177269e-01 -2.91604363e-01 -5.25152642e-02
2.26564968e-01 -8.97292516e-02 1.79153701e-01 1.64119376e-01
1.04127148e-01 -3.32800137e-02]
[ 4.98097366e-02 -2.55488222e-04 -1.18960770e-01 3.94662969e-02
-7.46683069e-02 3.25073953e-01 2.57486434e-01 2.05354058e-01
-1.66550755e-01 -6.15959691e-02]
[ 9.13765925e-03 -1.09254325e-02 1.23971478e-01 1.11729198e-01
-2.73482812e-02 1.04305987e-01 -1.66615864e-01 -4.06645651e-02
2.14417108e-01 8.49690401e-02]
[ 1.01461737e-01 6.15141366e-02 -5.15104925e-02 -1.13069902e-01
-7.27245190e-02 -3.26112637e-01 1.24946163e-01 8.18995089e-03
1.33380073e-01 7.86414308e-02]
[ -9.56125561e-02 2.09392399e-02 -1.41153205e-02 2.64485507e-02
-2.13072684e-03 -2.04239018e-01 -9.92719331e-02 -1.95719993e-02
1.72330423e-02 1.32905754e-01]
[ -1.38038951e-01 -4.40114057e-02 -1.94296414e-01 4.66174588e-03
-2.77794919e-01 -7.20052586e-03 -3.19816984e-02 -2.29227265e-02
9.91057822e-03 7.24168885e-02]
[ -2.12635050e-02 -3.88428572e-02 -7.05275540e-02 -1.16248236e-01
4.96678701e-01 2.72532164e-01 5.11273119e-01 1.13821843e-01
-1.73073949e-01 -3.60385405e-01]
[ -4.80359765e-03 -3.19090434e-01 -2.40585760e-02 -5.81276290e-02
6.15944303e-01 9.63249923e-02 4.61434677e-01 9.23353770e-02
4.03015341e-02 -3.62774168e-01]
[ 1.86358968e-02 -3.84699981e-01 -3.94236530e-02 -9.81797407e-02
6.49422181e-01 2.09112441e-02 4.39780432e-01 4.93332852e-02
-3.55064725e-01 -2.05906483e-01]
[ -1.50907953e-01 -5.18792776e-01 -9.45174088e-04 -1.80161832e-01
6.95800831e-01 -9.74210577e-02 5.48941299e-01 -8.10196420e-02
-4.99699233e-02 1.02430085e-01]
[ -2.74094388e-01 -3.28992032e-01 6.20106406e-02 -3.01026930e-02
8.69722614e-01 1.36932016e-01 3.52385013e-01 4.88266249e-02
-7.56399337e-02 -1.18074539e-01]
[ -1.75068513e-01 -2.07505235e-01 2.62888938e-01 -2.08413550e-01
5.56685809e-01 -5.52559259e-02 5.93330305e-01 1.53374578e-02
-2.28981445e-01 5.78506851e-03]
[ -1.10145350e-01 -1.62769104e-01 -1.71966270e-01 -7.69352716e-02
4.14451812e-01 -2.37555208e-01 1.18856724e-01 1.70770071e-01
8.98464366e-03 -9.40278297e-02]
[ 1.26218855e-01 2.65291203e-01 1.70823997e-01 -7.00488298e-02
-1.40615394e-01 4.30348355e-02 -1.79128168e-01 2.84812029e-01
8.98730139e-02 1.94171879e-01]
[ 3.38297096e-01 2.79024689e-01 -8.90017216e-02 3.01496915e-01
-8.64896078e-01 -2.82679022e-01 -4.38780810e-01 1.77185141e-01
3.68452235e-01 -5.59055836e-02]
[ 5.39089191e-02 1.61213300e-01 2.55908723e-01 2.61085254e-01
-8.79275207e-02 -1.98615838e-01 -1.97027083e-01 -1.32270474e-01
-1.31983041e-01 -2.76741504e-01]
[ 2.80015745e-02 -4.04607726e-02 -1.16107324e-01 -4.81160740e-02
2.33979811e-01 3.99705138e-02 -1.91417524e-02 -1.83966825e-01
3.93387778e-02 2.14721254e-01]
[ -4.04312560e-04 -5.76776973e-02 -6.68624661e-02 -5.18403066e-02
-9.52804886e-03 -1.74880996e-01 9.24358859e-02 1.02005919e-02
3.67886694e-02 7.38332410e-03]
[ 2.08665087e-02 4.52287266e-02 2.41270122e-01 6.28247874e-02
-1.91021089e-01 -1.30165287e-01 1.38223956e-01 3.93512582e-02
-1.94763984e-01 9.90212863e-02]
[ 6.00872690e-02 -1.15537693e-03 1.02689772e-01 -8.38771522e-03
-1.88647623e-01 7.51632589e-02 9.98776056e-02 -2.71345461e-01
-2.92482525e-02 -1.03828531e-01]
[ -2.57421150e-02 4.85123445e-02 7.80717147e-02 -4.97528573e-02
2.93569459e-02 1.88398543e-01 1.39964652e-01 1.17744526e-01
-3.63029070e-02 1.55473032e-01]
[ 2.09730118e-01 3.42619283e-02 2.35114513e-02 6.57426270e-02
1.04935654e-01 -1.68290359e-02 -1.26425222e-01 1.47637004e-01
-6.65156173e-02 -3.40510289e-02]
[ 2.78501820e-02 -5.62028031e-02 1.03814754e-02 2.10474320e-02
-3.44878949e-01 -1.16464891e-01 -1.67149108e-01 4.02395458e-02
1.05192936e-01 1.76631646e-01]
[ 2.23277763e-02 5.13515297e-01 1.10583270e-01 3.82183015e-01
-9.96243436e-01 -2.98054612e-01 -6.05099767e-01 -7.43832450e-02
2.62153027e-01 3.07931847e-01]
[ 1.71111946e-01 5.13504953e-01 5.89660026e-02 4.04908928e-01
-8.02161947e-01 -7.99012765e-02 -4.42591182e-01 1.50226784e-01
1.92222832e-01 4.79539999e-01]
[ 2.56028143e-01 2.87510721e-01 2.43853026e-01 1.37145074e-01
-3.81070856e-01 8.34286128e-02 -1.98537075e-01 1.62479640e-01
2.32565538e-01 7.08944640e-02]
[ -7.69908438e-02 2.06230776e-01 2.40097417e-01 1.05025354e-02
-1.80080609e-02 1.32905500e-01 -8.64120468e-02 -1.53000000e-02
-3.78716666e-02 4.58780763e-02]
[ -9.83831267e-02 -9.81132089e-03 2.46770173e-02 9.14220951e-02
-4.64097302e-02 1.16823299e-01 2.60901114e-01 2.02842420e-02
-2.76343613e-01 -9.50199868e-02]
[ -2.17998304e-01 -1.52055448e-02 -9.23634319e-02 -3.42472987e-01
1.74895033e-01 1.19476596e-01 9.68516529e-02 1.03711695e-01
-2.06327468e-01 3.40912507e-02]
[ 1.86578755e-02 -3.46088050e-01 -1.23102102e-01 -1.50504246e-01
3.37865049e-01 2.27741059e-02 1.47867143e-01 1.53274745e-01
-1.56323636e-01 -2.08394954e-01]
[ 1.46284019e-01 -1.52517897e-01 -1.39268032e-01 -2.05239354e-03
1.29543914e-01 -6.04956812e-02 -1.17822834e-02 -1.48636986e-01
1.32932552e-01 -1.06927072e-01]
[ -1.16636562e-01 1.51143961e-01 2.59501466e-01 -1.86063841e-02
1.55526554e-01 8.67954985e-02 -1.86297173e-02 -2.98453368e-01
-1.19022882e-01 -5.72571250e-02]
[ -3.54923407e-01 7.96934125e-02 9.15194350e-03 -3.68550320e-02
1.60543063e-01 -1.67482511e-01 -2.53335813e-02 2.34686197e-01
-9.82728344e-02 7.10204486e-02]
[ 1.48496016e-01 1.00035270e-01 -2.38489982e-01 -9.33040913e-02
1.17281844e-01 -2.91998162e-01 1.43687161e-02 -1.67963808e-01
-4.24955349e-03 -1.90196958e-01]
[ 2.09210069e-01 -1.48350435e-01 6.06850864e-02 -2.74203831e-02
7.71434793e-02 -3.04714090e-02 -3.77653030e-03 -1.37157064e-01
1.07963976e-01 -1.83069065e-01]
[ -1.07207452e-01 -4.09080530e-02 1.19728525e-01 1.05224205e-01
4.25308404e-02 -1.10577387e-01 2.45469016e-01 -7.73857682e-02
1.82584271e-01 -6.95739839e-03]
[ 1.55534418e-02 -1.39078976e-01 2.11870221e-01 -2.24707697e-01
5.71530728e-02 1.08482248e-01 1.93757507e-02 -1.13470465e-01
3.33011367e-02 2.44282738e-01]]
[[ 0.55090458]
[ 1.40301718]
[ 0.2685944 ]
[ 0.80008147]
[-2.49886896]
[-0.27504069]
[-1.5015762 ]
[ 0.03156582]
[ 0.62523535]
[ 0.83663115]]
Progress: 19.6% ... Training loss: 0.305 ... Validation loss: 0.491[[ 1.60769416e-01 2.21141132e-01 -1.11265381e-01 1.05012433e-01
-5.10296341e-01 -6.93961018e-02 -6.33835325e-02 1.23862471e-01
-7.46554547e-02 1.90807381e-01]
[ 1.30588799e-02 1.63409944e-01 -2.08347846e-02 3.72489635e-02
1.06773709e-01 -4.65415346e-03 3.05531439e-01 4.11294939e-02
1.36820787e-01 -3.17946157e-02]
[ 1.85728390e-01 4.27121821e-01 2.34719477e-02 6.83489370e-02
1.39822130e-01 -4.79917417e-02 -5.13803655e-01 -3.52550394e-02
8.60387213e-02 3.16675889e-01]
[ -2.33337038e-02 -2.98405176e-01 -2.39458251e-01 2.75163942e-02
-2.59207313e-03 1.64834657e-01 1.29657432e-01 5.58773618e-02
1.78893469e-02 1.08407968e-01]
[ -5.98248034e-03 1.63764526e-01 -1.47254518e-01 3.83200472e-02
9.64854481e-02 -1.78661391e-01 3.69303843e-02 -1.20018426e-01
-1.88383550e-01 1.26924167e-02]
[ -3.51962321e-01 -3.55391900e-01 -2.86874332e-01 1.55081622e-01
1.52549022e-01 4.47458523e-02 5.32483871e-02 -3.53519845e-02
-3.60065430e-03 2.79701772e-02]
[ -6.47286995e-04 -1.58078839e-01 1.11079084e-02 9.71576738e-02
-3.90849042e-02 -7.27319579e-02 1.63571093e-01 -1.89496122e-01
1.89077200e-01 3.75202149e-02]
[ 1.15440880e-01 -2.18832961e-01 3.37487360e-02 -6.59586599e-02
1.27881111e-01 -4.59029103e-02 5.52958531e-02 1.22227550e-01
7.44459560e-02 -2.01878068e-02]
[ -1.65578183e-01 -6.86366578e-02 -3.03094457e-01 -1.53189597e-02
-2.71022531e-02 6.81890534e-02 -2.20774410e-01 -2.77172992e-02
2.63815773e-01 -1.18233200e-01]
[ 7.20181539e-02 -2.51864281e-01 9.42975922e-02 4.16905123e-02
1.07699772e-01 -1.13930674e-01 4.94815893e-02 -9.87918657e-02
1.84948171e-02 1.41085245e-01]
[ -7.87752672e-02 7.75907649e-02 -8.20752402e-04 -1.55294373e-01
4.04852889e-02 2.33269055e-02 9.17421641e-02 -1.02367991e-01
-2.10542443e-02 -1.25885192e-01]
[ -1.03321918e-01 -3.27754320e-02 -6.64794425e-02 -5.03358028e-05
3.35985344e-01 9.83518401e-02 2.20122426e-04 -1.53050106e-02
-1.61743942e-01 -1.97981756e-01]
[ -1.55824558e-01 6.72401015e-03 6.25143672e-02 2.33822930e-02
-1.76156057e-01 -2.20341040e-01 -1.81181675e-01 -1.96925064e-01
8.84622627e-02 1.75987440e-01]
[ -2.22506793e-01 -1.71987722e-01 1.17562794e-01 2.66668750e-01
-1.09243169e-01 -8.18368673e-02 -9.51114933e-02 -2.55327078e-01
-2.13427015e-01 -2.55800328e-03]
[ 1.21195021e-01 -5.10949289e-02 -1.54692149e-02 1.27119531e-01
-3.20477515e-02 -8.83360462e-02 1.11620034e-01 4.46705267e-03
3.82777145e-02 2.90473466e-02]
[ 3.51959038e-02 -4.68829769e-02 -2.12148935e-01 1.45800229e-01
-4.22641057e-02 8.83141178e-02 -8.04916463e-02 -1.99728639e-02
-9.62952457e-02 -6.47459939e-03]
[ -1.25987212e-01 -6.44642011e-02 -2.05631090e-01 1.48911318e-01
1.38221930e-03 1.36756752e-01 1.61210158e-02 -2.50417064e-01
6.29294455e-02 -2.06969604e-01]
[ -7.14382370e-02 -3.65994904e-02 2.75596482e-01 9.58833619e-02
1.30033017e-01 -6.08502809e-02 -1.24735703e-01 1.20653496e-01
6.84125839e-02 2.95374384e-02]
[ 4.83304245e-02 -2.95917360e-02 8.48877388e-02 8.22602681e-02
9.84704857e-02 -1.59688088e-02 2.59728832e-01 1.20415456e-01
-3.94510922e-02 -7.20314562e-02]
[ 4.22919304e-03 -1.57415129e-01 -2.91664458e-01 -5.26881373e-02
2.26843493e-01 -8.96773154e-02 1.79394745e-01 1.64112910e-01
1.03994008e-01 -3.34771995e-02]
[ 5.03020047e-02 1.10367583e-03 -1.18688365e-01 4.03015057e-02
-7.73407817e-02 3.24811098e-01 2.56088829e-01 2.05386353e-01
-1.65895237e-01 -6.07686703e-02]
[ 9.73144213e-03 -9.29195583e-03 1.24296844e-01 1.12665012e-01
-2.99771268e-02 1.03997943e-01 -1.68218035e-01 -4.06260114e-02
2.15158996e-01 8.59319097e-02]
[ 1.01953171e-01 6.27220596e-02 -5.12615289e-02 -1.12310815e-01
-7.49976957e-02 -3.26325482e-01 1.23635436e-01 8.21888258e-03
1.33968961e-01 7.93871358e-02]
[ -9.56673588e-02 2.07897865e-02 -1.41374544e-02 2.63726301e-02
-1.86177674e-03 -2.04215578e-01 -9.91303995e-02 -1.95754828e-02
1.71873769e-02 1.32823458e-01]
[ -1.38137788e-01 -4.44173079e-02 -1.94349394e-01 4.55332357e-03
-2.77574100e-01 -7.15764649e-03 -3.14738604e-02 -2.29280728e-02
9.80134311e-03 7.22507369e-02]
[ -2.12443290e-02 -3.88039597e-02 -7.05054187e-02 -1.16188053e-01
4.96514185e-01 2.72515216e-01 5.11286848e-01 1.13824134e-01
-1.73028425e-01 -3.60330690e-01]
[ -5.03918511e-03 -3.19784860e-01 -2.41781519e-02 -5.85046119e-02
6.16984963e-01 9.64520152e-02 4.62147888e-01 9.23208164e-02
4.00184493e-02 -3.63163358e-01]
[ 1.86595393e-02 -3.84646237e-01 -3.94131089e-02 -9.81460292e-02
6.49346014e-01 2.08996812e-02 4.39720201e-01 4.93346279e-02
-3.55039752e-01 -2.05870498e-01]
[ -1.51191590e-01 -5.19381244e-01 -1.08503364e-03 -1.80578584e-01
6.96911806e-01 -9.72780668e-02 5.49664600e-01 -8.10360908e-02
-5.02917606e-02 1.02034402e-01]
[ -2.74206019e-01 -3.29372835e-01 6.19564119e-02 -3.02371348e-02
8.70148870e-01 1.36977796e-01 3.52773287e-01 4.88220899e-02
-7.57472116e-02 -1.18220638e-01]
[ -1.75386619e-01 -2.08261282e-01 2.62734232e-01 -2.08868577e-01
5.58009151e-01 -5.51023127e-02 5.94177808e-01 1.53195119e-02
-2.29333537e-01 5.34428068e-03]
[ -1.10112722e-01 -1.62696180e-01 -1.71950639e-01 -7.68858015e-02
4.14316564e-01 -2.37570143e-01 1.18752611e-01 1.70772052e-01
9.02186430e-03 -9.39746348e-02]
[ 1.26145889e-01 2.65343194e-01 1.70822491e-01 -7.00669021e-02
-1.40481261e-01 4.30421205e-02 -1.79117730e-01 2.84809345e-01
8.98854188e-02 1.94146935e-01]
[ 3.39260334e-01 2.81513536e-01 -8.84946569e-02 3.02999737e-01
-8.68504862e-01 -2.83193283e-01 -4.41385193e-01 1.77248127e-01
3.69568469e-01 -5.42947177e-02]
[ 5.42458541e-02 1.61795182e-01 2.56089519e-01 2.61609781e-01
-8.95085591e-02 -1.98801804e-01 -1.97797278e-01 -1.32249037e-01
-1.31556884e-01 -2.76202521e-01]
[ 2.80650408e-02 -4.04627116e-02 -1.16104432e-01 -4.80927869e-02
2.33854372e-01 3.99544572e-02 -1.92948868e-02 -1.83965540e-01
3.93434707e-02 2.14791963e-01]
[ -4.37390929e-04 -5.76459704e-02 -6.68730203e-02 -5.18653278e-02
-9.38782111e-03 -1.74886466e-01 9.25009471e-02 1.02010712e-02
3.67670715e-02 7.34142326e-03]
[ 2.08859514e-02 4.53089860e-02 2.41278182e-01 6.28709811e-02
-1.91151430e-01 -1.30184725e-01 1.38150572e-01 3.93530783e-02
-1.94730698e-01 9.90159350e-02]
[ 5.97525006e-02 -2.07334124e-03 1.02515571e-01 -8.92392592e-03
-1.87036597e-01 7.53407523e-02 1.00812546e-01 -2.71364584e-01
-2.96449357e-02 -1.04390300e-01]
[ -2.59657924e-02 4.80460277e-02 7.79516058e-02 -5.00657303e-02
3.04310700e-02 1.88497540e-01 1.40556994e-01 1.17733555e-01
-3.65354029e-02 1.55074779e-01]
[ 2.10431521e-01 3.59650999e-02 2.38753238e-02 6.68286946e-02
1.01514036e-01 -1.71683224e-02 -1.28366800e-01 1.47680072e-01
-6.56571562e-02 -3.30096679e-02]
[ 2.81631172e-02 -5.54683726e-02 1.05484748e-02 2.15070257e-02
-3.46264438e-01 -1.16614711e-01 -1.68012625e-01 4.02570321e-02
1.05569430e-01 1.77110350e-01]
[ 2.25005534e-02 5.13519256e-01 1.10634761e-01 3.82375676e-01
-9.96841090e-01 -2.98111538e-01 -6.05341753e-01 -7.43743483e-02
2.62311995e-01 3.08050770e-01]
[ 1.72243465e-01 5.15706945e-01 5.95064626e-02 4.06398605e-01
-8.06736906e-01 -8.04336511e-02 -4.45217189e-01 1.50289960e-01
1.93529435e-01 4.81154260e-01]
[ 2.56328872e-01 2.88287605e-01 2.43995600e-01 1.37597583e-01
-3.82324778e-01 8.32724198e-02 -1.99349038e-01 1.62497260e-01
2.32902364e-01 7.13366841e-02]
[ -7.66597471e-02 2.07116670e-01 2.40238742e-01 1.09899767e-02
-1.95264345e-02 1.32742983e-01 -8.72810366e-02 -1.52807778e-02
-3.74835595e-02 4.63834441e-02]
[ -9.82406325e-02 -9.47620873e-03 2.47500579e-02 9.16310809e-02
-4.70969651e-02 1.16749239e-01 2.60522888e-01 2.02921029e-02
-2.76172225e-01 -9.48094533e-02]
[ -2.17862831e-01 -1.48737298e-02 -9.23006730e-02 -3.42281558e-01
1.74304305e-01 1.19412775e-01 9.64970243e-02 1.03719222e-01
-2.06178472e-01 3.42766152e-02]
[ 1.86459447e-02 -3.46164666e-01 -1.23107110e-01 -1.50525917e-01
3.37910686e-01 2.27808049e-02 1.47913646e-01 1.53274105e-01
-1.56337997e-01 -2.08414983e-01]
[ 1.45561901e-01 -1.54414799e-01 -1.39635733e-01 -3.05700826e-03
1.32242161e-01 -6.01432599e-02 -9.78017809e-03 -1.48676998e-01
1.32164014e-01 -1.08053682e-01]
[ -1.15491357e-01 1.53790211e-01 2.60080529e-01 -1.69701392e-02
1.50909637e-01 8.61972280e-02 -2.14996298e-02 -2.98382948e-01
-1.17568870e-01 -5.54994723e-02]
[ -3.54525179e-01 8.03322579e-02 9.35757715e-03 -3.62904027e-02
1.59092771e-01 -1.67673678e-01 -2.62243534e-02 2.34710695e-01
-9.78326797e-02 7.15647402e-02]
[ 1.49230574e-01 1.02020705e-01 -2.38065391e-01 -9.21230407e-02
1.14600471e-01 -2.92419677e-01 1.25462056e-02 -1.67909508e-01
-3.36917986e-03 -1.88943360e-01]
[ 2.09478382e-01 -1.48038869e-01 6.07762714e-02 -2.71939587e-02
7.63513186e-02 -3.05608302e-02 -4.42570613e-03 -1.37149159e-01
1.08202331e-01 -1.82740664e-01]
[ -1.06994511e-01 -4.06922020e-02 1.19804197e-01 1.05510150e-01
4.14394442e-02 -1.10668008e-01 2.45145092e-01 -7.73743524e-02
1.82804024e-01 -6.68834441e-03]
[ 1.65778876e-02 -1.36489072e-01 2.12371672e-01 -2.23085872e-01
5.21418324e-02 1.07961067e-01 1.64129045e-02 -1.13407423e-01
3.45539308e-02 2.45793533e-01]]
[[ 0.56532785]
[ 1.41903749]
[ 0.28128162]
[ 0.81443838]
[-2.49103895]
[-0.26459457]
[-1.49334279]
[ 0.04386739]
[ 0.63889658]
[ 0.85174314]]
Progress: 19.7% ... Training loss: 0.308 ... Validation loss: 0.491[[ 1.58233757e-01 2.14589767e-01 -1.12472889e-01 1.01128307e-01
-5.00171387e-01 -6.81147322e-02 -5.70474996e-02 1.23657746e-01
-7.75672283e-02 1.86890515e-01]
[ 1.22774578e-02 1.61507610e-01 -2.12157240e-02 3.61752923e-02
1.10004023e-01 -4.28917096e-03 3.07622140e-01 4.10686183e-02
1.36090168e-01 -3.29494092e-02]
[ 1.83536576e-01 4.22183313e-01 2.22104666e-02 6.44327305e-02
1.50315538e-01 -4.67850736e-02 -5.08930431e-01 -3.54651908e-02
8.32046540e-02 3.13331265e-01]
[ -2.57002822e-02 -3.03665252e-01 -2.40657029e-01 2.44105933e-02
6.61698734e-03 1.65745585e-01 1.36082230e-01 5.56892646e-02
1.53368039e-02 1.04918888e-01]
[ 1.59699469e-04 1.78862421e-01 -1.44143935e-01 4.73056969e-02
6.99831311e-02 -1.81461605e-01 2.10480083e-02 -1.19536566e-01
-1.81715954e-01 2.20559853e-02]
[ -3.51899990e-01 -3.55980350e-01 -2.86815020e-01 1.55230388e-01
1.52296882e-01 4.47146839e-02 5.36793246e-02 -3.53445061e-02
-3.52095450e-03 2.79544940e-02]
[ -2.48114059e-03 -1.62522446e-01 1.02248618e-02 9.45205859e-02
-3.15587997e-02 -7.18756490e-02 1.68060435e-01 -1.89630800e-01
1.87013430e-01 3.48195014e-02]
[ 1.13889858e-01 -2.23395839e-01 3.28970343e-02 -6.86013251e-02
1.34867343e-01 -4.50828191e-02 5.93838336e-02 1.22086025e-01
7.25947814e-02 -2.27565005e-02]
[ -1.67611001e-01 -7.36148670e-02 -3.04047584e-01 -1.81882217e-02
-1.89165010e-02 6.91440450e-02 -2.15178232e-01 -2.78735491e-02
2.61813311e-01 -1.21294133e-01]
[ 6.90149921e-02 -2.60569578e-01 9.27582315e-02 3.69641859e-02
1.21244736e-01 -1.12375308e-01 5.77588861e-02 -9.90393199e-02
1.52277859e-02 1.36327940e-01]
[ -7.96237604e-02 7.58126602e-02 -1.18214901e-03 -1.56410837e-01
4.35180651e-02 2.36728013e-02 9.37941322e-02 -1.02426138e-01
-2.19319000e-02 -1.27102295e-01]
[ -1.04825625e-01 -3.68651750e-02 -6.72072485e-02 -2.20779483e-03
3.41853553e-01 9.90508015e-02 4.49529596e-03 -1.54243844e-02
-1.63436961e-01 -2.00353370e-01]
[ -1.55824558e-01 6.72401015e-03 6.25143672e-02 2.33822930e-02
-1.76156057e-01 -2.20341040e-01 -1.81181675e-01 -1.96925064e-01
8.84622627e-02 1.75987440e-01]
[ -2.22135403e-01 -1.71258035e-01 1.17805529e-01 2.67325604e-01
-1.11208400e-01 -8.20425887e-02 -9.60644640e-02 -2.55290790e-01
-2.12917052e-01 -1.94999104e-03]
[ 1.21496941e-01 -5.06837800e-02 -1.53269363e-02 1.27587197e-01
-3.32529738e-02 -8.84859294e-02 1.11115196e-01 4.49194348e-03
3.86369291e-02 2.94707648e-02]
[ 3.44970723e-02 -4.86565175e-02 -2.12488683e-01 1.44793366e-01
-3.92049649e-02 8.86447720e-02 -7.85636871e-02 -2.00260576e-02
-9.71054647e-02 -7.56127169e-03]
[ -1.26552700e-01 -6.59279435e-02 -2.05903080e-01 1.48094993e-01
3.80130674e-03 1.37002705e-01 1.75046131e-02 -2.50456776e-01
6.22914487e-02 -2.07833902e-01]
[ -7.23780194e-02 -3.87940329e-02 2.75133185e-01 9.45146939e-02
1.34020102e-01 -6.04174141e-02 -1.22364390e-01 1.20580195e-01
6.73310633e-02 2.82145585e-02]
[ 4.81882510e-02 -3.04524057e-02 8.48057226e-02 8.18690880e-02
9.90047807e-02 -1.57919185e-02 2.60040452e-01 1.20398061e-01
-3.96585607e-02 -7.23766699e-02]
[ 3.64453675e-03 -1.59125300e-01 -2.92015948e-01 -5.37256161e-02
2.29590358e-01 -8.93941318e-02 1.80888667e-01 1.64057680e-01
1.03320728e-01 -3.44784202e-02]
[ 4.98443628e-02 -5.33177871e-05 -1.18920817e-01 3.96188114e-02
-7.53822896e-02 3.25020392e-01 2.57297598e-01 2.05348735e-01
-1.66421337e-01 -6.14820214e-02]
[ 9.46850911e-03 -9.87962837e-03 1.24179768e-01 1.12303293e-01
-2.89090642e-02 1.04134593e-01 -1.67339827e-01 -4.06475628e-02
2.14883314e-01 8.55657120e-02]
[ 1.00480829e-01 5.91637025e-02 -5.19527613e-02 -1.14423405e-01
-6.90304238e-02 -3.25639994e-01 1.27509242e-01 8.10635014e-03
1.32447993e-01 7.71514926e-02]
[ -9.61173044e-02 1.96343525e-02 -1.43518732e-02 2.57797030e-02
-1.50711260e-04 -2.04013060e-01 -9.79416023e-02 -1.96095587e-02
1.68087293e-02 1.32174830e-01]
[ -1.38592666e-01 -4.56701646e-02 -1.94599250e-01 3.79900114e-03
-2.75409063e-01 -6.90531724e-03 -3.00496059e-02 -2.29696150e-02
9.20634206e-03 7.14573884e-02]
[ -2.14173488e-02 -3.93778694e-02 -7.05718890e-02 -1.16386902e-01
4.97189914e-01 2.72583273e-01 5.11827683e-01 1.13814490e-01
-1.73190041e-01 -3.60591720e-01]
[ -5.44550072e-03 -3.20836223e-01 -2.43854441e-02 -5.91111143e-02
6.18707631e-01 9.66490288e-02 4.63231767e-01 9.22876550e-02
3.95389102e-02 -3.63807768e-01]
[ 1.86104794e-02 -3.84900631e-01 -3.94402772e-02 -9.82117454e-02
6.49505032e-01 2.09230605e-02 4.40014218e-01 4.93316280e-02
-3.55097639e-01 -2.05984015e-01]
[ -1.51683573e-01 -5.20683349e-01 -1.31659021e-03 -1.81242271e-01
6.99003474e-01 -9.70628227e-02 5.50968160e-01 -8.10699054e-02
-5.08157519e-02 1.01396703e-01]
[ -2.74315933e-01 -3.29630603e-01 6.19045206e-02 -3.03955914e-02
8.70548783e-01 1.37029219e-01 3.53039580e-01 4.88138125e-02
-7.58682542e-02 -1.18382695e-01]
[ -1.75855919e-01 -2.09447002e-01 2.62512572e-01 -2.09541237e-01
5.60047827e-01 -5.48833578e-02 5.95330451e-01 1.52836265e-02
-2.29872136e-01 4.64428411e-03]
[ -1.10018273e-01 -1.62753940e-01 -1.71931011e-01 -7.67520657e-02
4.13992933e-01 -2.37613162e-01 1.18663930e-01 1.70779154e-01
9.11884696e-03 -9.38553220e-02]
[ 1.26610366e-01 2.66786196e-01 1.71068807e-01 -6.93069221e-02
-1.42787078e-01 4.27945790e-02 -1.80514168e-01 2.84845898e-01
9.05593598e-02 1.94877017e-01]
[ 3.38458914e-01 2.79085501e-01 -8.89576211e-02 3.01623604e-01
-8.64470772e-01 -2.82770824e-01 -4.39122949e-01 1.77174255e-01
3.68625182e-01 -5.56818041e-02]
[ 5.39598202e-02 1.61114939e-01 2.55959767e-01 2.61235420e-01
-8.83325547e-02 -1.98684768e-01 -1.97098002e-01 -1.32269247e-01
-1.31864209e-01 -2.76632183e-01]
[ 2.73106332e-02 -4.24283884e-02 -1.16498066e-01 -4.92615942e-02
2.37061265e-01 4.03149299e-02 -1.72891154e-02 -1.84025613e-01
3.84428116e-02 2.13675314e-01]
[ -8.13138643e-04 -5.86314600e-02 -6.70672133e-02 -5.24421202e-02
-7.65280212e-03 -1.74707397e-01 9.35332067e-02 1.01708388e-02
3.63185153e-02 6.75531863e-03]
[ 2.10339344e-02 4.57405775e-02 2.41367038e-01 6.31087215e-02
-1.91975610e-01 -1.30243804e-01 1.37611659e-01 3.93686065e-02
-1.94506774e-01 9.92678848e-02]
[ 5.98382622e-02 -1.83350007e-03 1.02583355e-01 -8.76952132e-03
-1.87591616e-01 7.52866180e-02 1.00557644e-01 -2.71351933e-01
-2.95209598e-02 -1.04271040e-01]
[ -2.58729413e-02 4.84250558e-02 7.80061435e-02 -4.99064117e-02
3.00269982e-02 1.88443433e-01 1.40255071e-01 1.17741178e-01
-3.64180047e-02 1.55313733e-01]
[ 2.10186266e-01 3.54085906e-02 2.37608047e-02 6.64849832e-02
1.02566444e-01 -1.70591156e-02 -1.27720114e-01 1.47660157e-01
-6.59104502e-02 -3.33837460e-02]
[ 2.86579065e-02 -5.42538979e-02 1.08145778e-02 2.22195780e-02
-3.48374646e-01 -1.16826585e-01 -1.69088848e-01 4.02944829e-02
1.06126105e-01 1.77839330e-01]
[ 2.11803832e-02 5.10372814e-01 1.10013710e-01 3.80361286e-01
-9.91628142e-01 -2.97466283e-01 -6.02041782e-01 -7.44870310e-02
2.60728441e-01 3.06065422e-01]
[ 1.72165176e-01 5.14958312e-01 5.94695795e-02 4.06283659e-01
-8.06636146e-01 -8.03494814e-02 -4.44826029e-01 1.50284609e-01
1.93581901e-01 4.80906911e-01]
[ 2.56147894e-01 2.87869199e-01 2.43903979e-01 1.37327294e-01
-3.81543372e-01 8.33577218e-02 -1.98887433e-01 1.62482985e-01
2.32737025e-01 7.10620105e-02]
[ -7.72447475e-02 2.05656447e-01 2.39942932e-01 1.01165573e-02
-1.70197003e-02 1.33017955e-01 -8.57104486e-02 -1.53273809e-02
-3.81570281e-02 4.54692227e-02]
[ -9.80951346e-02 -9.13521099e-03 2.48219475e-02 9.18355013e-02
-4.77239257e-02 1.16681618e-01 2.60149959e-01 2.03031449e-02
-2.76007451e-01 -9.45900897e-02]
[ -2.17682339e-01 -1.44781559e-02 -9.22152988e-02 -3.42021807e-01
1.73591426e-01 1.19327713e-01 9.60305070e-02 1.03733618e-01
-2.05968865e-01 3.45487750e-02]
[ 1.79111734e-02 -3.48109642e-01 -1.23489696e-01 -1.51669352e-01
3.41325463e-01 2.31514500e-02 1.50003819e-01 1.53213782e-01
-1.57237290e-01 -2.09607186e-01]
[ 1.45467872e-01 -1.54945255e-01 -1.39659683e-01 -3.27303709e-03
1.32284228e-01 -6.00459944e-02 -9.25398749e-03 -1.48689739e-01
1.32184161e-01 -1.08297326e-01]
[ -1.17024274e-01 1.50063691e-01 2.59338413e-01 -1.91786431e-02
1.57531076e-01 8.69135027e-02 -1.75160526e-02 -2.98495139e-01
-1.19267321e-01 -5.78089524e-02]
[ -3.55233667e-01 7.80196849e-02 9.01324443e-03 -3.73563615e-02
1.62114414e-01 -1.67292003e-01 -2.40528592e-02 2.34655820e-01
-9.86522888e-02 7.04207916e-02]
[ 1.48936440e-01 1.01123636e-01 -2.38214828e-01 -9.24851007e-02
1.15698536e-01 -2.92318790e-01 1.34668332e-02 -1.67930912e-01
-3.68469480e-03 -1.89433090e-01]
[ 2.07991201e-01 -1.52279301e-01 5.99844569e-02 -2.94717114e-02
8.29551746e-02 -2.98343950e-02 -1.33201504e-04 -1.37272381e-01
1.06498369e-01 -1.85152742e-01]
[ -1.07612231e-01 -4.21225888e-02 1.19514828e-01 1.04646441e-01
4.39714991e-02 -1.10385037e-01 2.46633585e-01 -7.74218160e-02
1.82166779e-01 -7.60003210e-03]
[ 1.59569928e-02 -1.37924779e-01 2.12084129e-01 -2.24092107e-01
5.46686577e-02 1.08255783e-01 1.76344555e-02 -1.13460501e-01
3.38708606e-02 2.44958078e-01]]
[[ 0.54383534]
[ 1.4018229 ]
[ 0.26127601]
[ 0.79323395]
[-2.5100061 ]
[-0.28404548]
[-1.51144916]
[ 0.02387348]
[ 0.61373371]
[ 0.82995461]]
Progress: 19.8% ... Training loss: 0.309 ... Validation loss: 0.493[[ 1.58868038e-01 2.16006309e-01 -1.12204287e-01 1.02099879e-01
-5.03945020e-01 -6.84678729e-02 -5.89029255e-02 1.23690802e-01
-7.67259791e-02 1.87452907e-01]
[ 1.22632700e-02 1.61475612e-01 -2.12229009e-02 3.61548301e-02
1.10069692e-01 -4.28098769e-03 3.07658263e-01 4.10679284e-02
1.36073851e-01 -3.29666161e-02]
[ 1.86842645e-01 4.30102142e-01 2.36909610e-02 6.91105488e-02
1.35676929e-01 -4.84671074e-02 -5.17809204e-01 -3.53136997e-02
8.69477847e-02 3.17775651e-01]
[ -2.66052109e-02 -3.06587056e-01 -2.40956931e-01 2.28356224e-02
1.21135941e-02 1.66387587e-01 1.38991942e-01 5.56451921e-02
1.44995502e-02 1.04009535e-01]
[ 9.80124866e-04 1.80371612e-01 -1.43703229e-01 4.87641867e-02
6.60950669e-02 -1.81893404e-01 1.80838811e-02 -1.19489389e-01
-1.80581369e-01 2.36810114e-02]
[ -3.52629048e-01 -3.57907724e-01 -2.87145320e-01 1.54321507e-01
1.54793686e-01 4.50119501e-02 5.55724288e-02 -3.53755462e-02
-4.31554523e-03 2.68423948e-02]
[ -9.38443699e-04 -1.59175346e-01 1.08736890e-02 9.68484186e-02
-3.84436571e-02 -7.26464741e-02 1.64043528e-01 -1.89558158e-01
1.88845473e-01 3.70648742e-02]
[ 1.15402231e-01 -2.19927349e-01 3.36124643e-02 -6.64646123e-02
1.27875082e-01 -4.58988520e-02 5.57506652e-02 1.22153862e-01
7.42882852e-02 -2.09618797e-02]
[ -1.68360015e-01 -7.55061657e-02 -3.04373263e-01 -1.92770575e-02
-1.55475033e-02 6.95317944e-02 -2.13173326e-01 -2.79058992e-02
2.61013164e-01 -1.22440914e-01]
[ 7.02269982e-02 -2.57403329e-01 9.32843671e-02 3.87822204e-02
1.14959637e-01 -1.13100992e-01 5.47192723e-02 -9.89837801e-02
1.65564726e-02 1.37504348e-01]
[ -7.89714295e-02 7.68626642e-02 -8.71729728e-04 -1.55361677e-01
4.04833246e-02 2.33468333e-02 9.20152727e-02 -1.02392718e-01
-2.10389293e-02 -1.26016699e-01]
[ -1.05112964e-01 -3.80845109e-02 -6.73355250e-02 -2.60816029e-03
3.43162075e-01 9.92006107e-02 5.56170425e-03 -1.54362553e-02
-1.63727809e-01 -2.00834261e-01]
[ -1.55824558e-01 6.72401015e-03 6.25143672e-02 2.33822930e-02
-1.76156057e-01 -2.20341040e-01 -1.81181675e-01 -1.96925064e-01
8.84622627e-02 1.75987440e-01]
[ -2.21957343e-01 -1.70779756e-01 1.17902439e-01 2.67609406e-01
-1.12122913e-01 -8.21459571e-02 -9.66341754e-02 -2.55282994e-01
-2.12697776e-01 -1.67101290e-03]
[ 1.20913922e-01 -5.22759287e-02 -1.56076195e-02 1.26810402e-01
-3.11782746e-02 -8.82370653e-02 1.12693015e-01 4.46623044e-03
3.79503784e-02 2.85476657e-02]
[ 3.46047378e-02 -4.87984612e-02 -2.12453126e-01 1.45003891e-01
-3.96689508e-02 8.85768429e-02 -7.86247410e-02 -2.00203682e-02
-9.69636260e-02 -7.42757240e-03]
[ -1.26608708e-01 -6.61530862e-02 -2.05928525e-01 1.48017071e-01
4.07790915e-03 1.37033366e-01 1.77534891e-02 -2.50459453e-01
6.22300454e-02 -2.07930798e-01]
[ -7.14900264e-02 -3.64899843e-02 2.75496944e-01 9.58193420e-02
1.30014289e-01 -6.08856124e-02 -1.24684050e-01 1.20621454e-01
6.83448356e-02 2.94408704e-02]
[ 4.88218251e-02 -2.91227041e-02 8.51136103e-02 8.28940895e-02
9.59703898e-02 -1.60964291e-02 2.58064640e-01 1.20430063e-01
-3.88230513e-02 -7.12996258e-02]
[ 3.13997993e-03 -1.60427743e-01 -2.92279896e-01 -5.45160869e-02
2.31704342e-01 -8.91267796e-02 1.82380700e-01 1.64035138e-01
1.02689321e-01 -3.52827893e-02]
[ 5.08050465e-02 2.09270040e-03 -1.18453945e-01 4.10614245e-02
-7.98820388e-02 3.24493449e-01 2.54753791e-01 2.05390634e-01
-1.65293516e-01 -6.01909259e-02]
[ 1.01070519e-02 -8.24355303e-03 1.24483617e-01 1.13151049e-01
-3.15748891e-02 1.03799230e-01 -1.68798484e-01 -4.06185547e-02
2.15602614e-01 8.62156846e-02]
[ 9.99598950e-02 5.78903440e-02 -5.21711001e-02 -1.15177920e-01
-6.66852217e-02 -3.25372259e-01 1.28899638e-01 8.08379358e-03
1.31885086e-01 7.63693201e-02]
[ -9.61748410e-02 1.94908103e-02 -1.43777327e-02 2.56939420e-02
1.21373705e-04 -2.03981211e-01 -9.77890077e-02 -1.96117961e-02
1.67468175e-02 1.32079388e-01]
[ -1.38700134e-01 -4.58887906e-02 -1.94651533e-01 3.63694626e-03
-2.74918676e-01 -6.84730819e-03 -2.97346874e-02 -2.29744535e-02
9.08381366e-03 7.12833789e-02]
[ -2.12208503e-02 -3.89803131e-02 -7.04801833e-02 -1.16100059e-01
4.96505747e-01 2.72481241e-01 5.11320427e-01 1.13823150e-01
-1.72970057e-01 -3.60293139e-01]
[ -5.58244420e-03 -3.21207313e-01 -2.44493239e-02 -5.93173892e-02
6.19188250e-01 9.67259181e-02 4.63698236e-01 9.22814438e-02
3.93892493e-02 -3.64035563e-01]
[ 1.87921599e-02 -3.84848853e-01 -3.93743803e-02 -9.79489067e-02
6.48806842e-01 2.08355645e-02 4.39824813e-01 4.93395320e-02
-3.54907015e-01 -2.05772998e-01]
[ -1.51503264e-01 -5.20373370e-01 -1.23051790e-03 -1.80975307e-01
6.98291908e-01 -9.71561120e-02 5.50603516e-01 -8.10625007e-02
-5.06102058e-02 1.01659542e-01]
[ -2.74785877e-01 -3.30663466e-01 6.16897377e-02 -3.10758392e-02
8.72493724e-01 1.37268325e-01 3.54293854e-01 4.87937048e-02
-7.63722264e-02 -1.19085225e-01]
[ -1.75779413e-01 -2.09300775e-01 2.62549266e-01 -2.09429384e-01
5.59724535e-01 -5.49221801e-02 5.95159564e-01 1.52869934e-02
-2.29784830e-01 4.76155363e-03]
[ -1.10284319e-01 -1.63474606e-01 -1.72058988e-01 -7.71797555e-02
4.15212426e-01 -2.37470908e-01 1.19453145e-01 1.70766626e-01
8.81142849e-03 -9.42709028e-02]
[ 1.26237746e-01 2.65976876e-01 1.70886829e-01 -6.98645170e-02
-1.41017454e-01 4.29900812e-02 -1.79504990e-01 2.84829191e-01
9.01631365e-02 1.94298574e-01]
[ 3.39063977e-01 2.80650138e-01 -8.86634696e-02 3.02558247e-01
-8.67454508e-01 -2.83050587e-01 -4.40963691e-01 1.77202908e-01
3.69353068e-01 -5.46855972e-02]
[ 5.41897660e-02 1.61676046e-01 2.56074550e-01 2.61567291e-01
-8.94082048e-02 -1.98808387e-01 -1.97722901e-01 -1.32258485e-01
-1.31588563e-01 -2.76288455e-01]
[ 2.72604148e-02 -4.25708069e-02 -1.16512781e-01 -4.93009829e-02
2.37202653e-01 4.03218743e-02 -1.71488974e-02 -1.84027117e-01
3.84017108e-02 2.13626842e-01]
[ -8.12259173e-04 -5.86045741e-02 -6.70745633e-02 -5.24599102e-02
-7.57365220e-03 -1.74703571e-01 9.35263487e-02 1.01700571e-02
3.62897963e-02 6.76171758e-03]
[ 2.08418365e-02 4.52857241e-02 2.41256917e-01 6.28159889e-02
-1.91089237e-01 -1.30141835e-01 1.38167236e-01 3.93596094e-02
-1.94729608e-01 9.88997991e-02]
[ 5.96428279e-02 -2.53588586e-03 1.02469005e-01 -9.12535318e-03
-1.86601714e-01 7.53995720e-02 1.01175003e-01 -2.71362360e-01
-2.97926835e-02 -1.04640838e-01]
[ -2.45948769e-02 5.16046479e-02 7.85669043e-02 -4.79340706e-02
2.36510909e-02 1.87740891e-01 1.36691548e-01 1.17801089e-01
-3.49213809e-02 1.57030552e-01]
[ 2.10186266e-01 3.54085906e-02 2.37608047e-02 6.64849832e-02
1.02566444e-01 -1.70591156e-02 -1.27720114e-01 1.47660157e-01
-6.59104502e-02 -3.33837460e-02]
[ 2.88863228e-02 -5.36026313e-02 1.09085057e-02 2.25537496e-02
-3.49448053e-01 -1.16936373e-01 -1.69669456e-01 4.03044703e-02
1.06343680e-01 1.78152899e-01]
[ 2.06442166e-02 5.08846198e-01 1.09764139e-01 3.79684633e-01
-9.89364505e-01 -2.97248484e-01 -6.00663276e-01 -7.45082565e-02
2.60147744e-01 3.05354121e-01]
[ 1.72995833e-01 5.16855605e-01 5.99045890e-02 4.07445001e-01
-8.10332855e-01 -8.07909718e-02 -4.46871569e-01 1.50323298e-01
1.94537497e-01 4.81940696e-01]
[ 2.56407718e-01 2.88641074e-01 2.44051384e-01 1.37753448e-01
-3.82911656e-01 8.32020411e-02 -1.99668991e-01 1.62493882e-01
2.33082040e-01 7.13858307e-02]
[ -7.72953800e-02 2.05512925e-01 2.39921155e-01 1.00444441e-02
-1.67774225e-02 1.33044867e-01 -8.55475649e-02 -1.53289144e-02
-3.82112538e-02 4.53821274e-02]
[ -9.84118914e-02 -9.92782115e-03 2.46655458e-02 9.13711828e-02
-4.62624549e-02 1.16850157e-01 2.60980679e-01 2.02890808e-02
-2.76367492e-01 -9.50837281e-02]
[ -2.17743822e-01 -1.46374918e-02 -9.22461812e-02 -3.42115322e-01
1.73887031e-01 1.19359834e-01 9.61882722e-02 1.03730795e-01
-2.06040913e-01 3.44506774e-02]
[ 1.80686712e-02 -3.47815242e-01 -1.23414038e-01 -1.51407394e-01
3.40530576e-01 2.30593134e-02 1.49565509e-01 1.53221546e-01
-1.57039619e-01 -2.09349270e-01]
[ 1.44880860e-01 -1.56387933e-01 -1.39930874e-01 -4.02477145e-03
1.34383675e-01 -5.98036480e-02 -7.61974926e-03 -1.48714706e-01
1.31576818e-01 -1.09198230e-01]
[ -1.16904240e-01 1.50126387e-01 2.59393464e-01 -1.89864012e-02
1.56953077e-01 8.68308625e-02 -1.77264419e-02 -2.98488987e-01
-1.19138042e-01 -5.75710680e-02]
[ -3.54811708e-01 7.89418246e-02 9.22671395e-03 -3.67658012e-02
1.60141929e-01 -1.67518243e-01 -2.49697044e-02 2.34673885e-01
-9.81545206e-02 7.08891385e-02]
[ 1.48697521e-01 1.00111077e-01 -2.38334445e-01 -9.28656127e-02
1.16915622e-01 -2.92129405e-01 1.40724243e-02 -1.67941420e-01
-3.91286837e-03 -1.89782673e-01]
[ 2.07770943e-01 -1.53213403e-01 5.98598542e-02 -2.98309550e-02
8.41008977e-02 -2.97168970e-02 8.20744718e-04 -1.37282626e-01
1.06245066e-01 -1.85592707e-01]
[ -1.06972993e-01 -4.05152074e-02 1.19826862e-01 1.05547879e-01
4.11990208e-02 -1.10716690e-01 2.44953914e-01 -7.73918157e-02
1.82860309e-01 -6.79373319e-03]
[ 1.73989492e-02 -1.34130739e-01 2.12727262e-01 -2.21818030e-01
4.75180465e-02 1.07445244e-01 1.34955201e-02 -1.13391909e-01
3.55699122e-02 2.46917113e-01]]
[[ 0.55289965]
[ 1.41167113]
[ 0.27098685]
[ 0.80085222]
[-2.50442153]
[-0.27781762]
[-1.50755179]
[ 0.03063075]
[ 0.62096238]
[ 0.84029374]]
Progress: 19.8% ... Training loss: 0.305 ... Validation loss: 0.484[[ 1.61588112e-01 2.23242323e-01 -1.10890834e-01 1.06169678e-01
-5.15552047e-01 -6.98293018e-02 -6.60269934e-02 1.23844540e-01
-7.37812381e-02 1.91378385e-01]
[ 1.19609111e-02 1.60894871e-01 -2.13716740e-02 3.58097093e-02
1.11206443e-01 -4.15559891e-03 3.08486845e-01 4.10531506e-02
1.35735362e-01 -3.33418862e-02]
[ 1.86921197e-01 4.31156374e-01 2.36309058e-02 6.87680674e-02
1.36804460e-01 -4.83958444e-02 -5.18918778e-01 -3.53279021e-02
8.66939185e-02 3.17575130e-01]
[ -2.51982973e-02 -3.03555897e-01 -2.40324113e-01 2.48599006e-02
6.35951036e-03 1.65658010e-01 1.35755161e-01 5.57201132e-02
1.59505538e-02 1.06123350e-01]
[ -1.59295857e-03 1.74870857e-01 -1.44928942e-01 4.49545148e-02
7.65766655e-02 -1.80663376e-01 2.41977858e-02 -1.19637120e-01
-1.83467404e-01 1.97576442e-02]
[ -3.53456227e-01 -3.60439564e-01 -2.87530950e-01 1.53323321e-01
1.57649730e-01 4.54033121e-02 5.83975879e-02 -3.54144972e-02
-5.18810448e-03 2.56634247e-02]
[ 1.92074286e-04 -1.56157484e-01 1.14198457e-02 9.85653218e-02
-4.32764653e-02 -7.32331277e-02 1.60746703e-01 -1.89493555e-01
1.90223186e-01 3.88420846e-02]
[ 1.15766329e-01 -2.19149661e-01 3.37390969e-02 -6.61062618e-02
1.26387337e-01 -4.60540572e-02 5.50151320e-02 1.22166405e-01
7.44939383e-02 -2.05213169e-02]
[ -1.67269025e-01 -7.30581879e-02 -3.03789026e-01 -1.76370185e-02
-1.97536297e-02 6.89556046e-02 -2.15796424e-01 -2.78431962e-02
2.62129059e-01 -1.21004368e-01]
[ 7.15948868e-02 -2.54242888e-01 9.39772124e-02 4.09880629e-02
1.08531552e-01 -1.13822832e-01 5.15425001e-02 -9.89077163e-02
1.81152421e-02 1.39346632e-01]
[ -7.87792849e-02 7.69848165e-02 -7.92593380e-04 -1.55124750e-01
3.98534194e-02 2.32715803e-02 9.17829073e-02 -1.02380190e-01
-2.09816259e-02 -1.25705084e-01]
[ -1.04914570e-01 -3.76554170e-02 -6.72361098e-02 -2.33382348e-03
3.42549430e-01 9.90710173e-02 5.14054483e-03 -1.54239487e-02
-1.63517182e-01 -2.00512811e-01]
[ -1.55824558e-01 6.72401015e-03 6.25143672e-02 2.33822930e-02
-1.76156057e-01 -2.20341040e-01 -1.81181675e-01 -1.96925064e-01
8.84622627e-02 1.75987440e-01]
[ -2.22655102e-01 -1.72422780e-01 1.17580553e-01 2.66709239e-01
-1.09794708e-01 -8.18126468e-02 -9.45994579e-02 -2.55317792e-01
-2.13458513e-01 -2.63981723e-03]
[ 1.20957314e-01 -5.22491902e-02 -1.55705725e-02 1.26895267e-01
-3.13448352e-02 -8.82604009e-02 1.12631046e-01 4.46987288e-03
3.80208618e-02 2.86340302e-02]
[ 3.54670612e-02 -4.67224503e-02 -2.12063859e-01 1.46271913e-01
-4.27506836e-02 8.81304952e-02 -8.09203690e-02 -1.99687817e-02
-9.59564332e-02 -6.09631730e-03]
[ -1.25564121e-01 -6.37813046e-02 -2.05409270e-01 1.49550015e-01
-7.73941683e-04 1.36507642e-01 1.50623857e-02 -2.50404206e-01
6.34265425e-02 -2.06358967e-01]
[ -7.29372739e-02 -3.98260921e-02 2.74780978e-01 9.37669457e-02
1.36429357e-01 -6.01932345e-02 -1.20987781e-01 1.20540838e-01
6.67359152e-02 2.73327170e-02]
[ 4.96715099e-02 -2.70070150e-02 8.55446528e-02 8.41716953e-02
9.20351692e-02 -1.64951229e-02 2.55650871e-01 1.20479136e-01
-3.78157231e-02 -7.00430460e-02]
[ 2.87711072e-03 -1.61284493e-01 -2.92461746e-01 -5.50341384e-02
2.33076136e-01 -8.89605155e-02 1.83071374e-01 1.64011541e-01
1.02339406e-01 -3.57855538e-02]
[ 4.98061534e-02 -5.36680417e-04 -1.18973339e-01 3.94898158e-02
-7.57717440e-02 3.25032446e-01 2.57620966e-01 2.05331826e-01
-1.66509866e-01 -6.17625948e-02]
[ 1.19813840e-02 -3.35644033e-03 1.25420413e-01 1.15933105e-01
-3.96527785e-02 1.02809530e-01 -1.73739843e-01 -4.05101333e-02
2.17621922e-01 8.89654024e-02]
[ 1.00410755e-01 5.89856734e-02 -5.18807446e-02 -1.14447076e-01
-6.81924543e-02 -3.25624929e-01 1.27890019e-01 8.11144383e-03
1.32318948e-01 7.70019692e-02]
[ -9.60313810e-02 1.97473919e-02 -1.43074912e-02 2.59031171e-02
-4.95702587e-04 -2.04053748e-01 -9.81506669e-02 -1.96040413e-02
1.69130523e-02 1.32294902e-01]
[ -1.38803577e-01 -4.65410848e-02 -1.94715043e-01 3.51076475e-03
-2.74577112e-01 -6.79593576e-03 -2.90787146e-02 -2.29791115e-02
8.94553064e-03 7.10662075e-02]
[ -2.14352565e-02 -3.95006940e-02 -7.05752548e-02 -1.16361286e-01
4.97459240e-01 2.72578371e-01 5.11947868e-01 1.13812255e-01
-1.73183623e-01 -3.60578738e-01]
[ -5.67209591e-03 -3.21808048e-01 -2.45022047e-02 -5.94269854e-02
6.19345432e-01 9.67816315e-02 4.64133115e-01 9.22768780e-02
3.93019485e-02 -3.64187975e-01]
[ 1.89298474e-02 -3.84611216e-01 -3.93108489e-02 -9.77495881e-02
6.48310816e-01 2.07665355e-02 4.39493186e-01 4.93472255e-02
-3.54754635e-01 -2.05568773e-01]
[ -1.51553192e-01 -5.20454788e-01 -1.25488828e-03 -1.81048256e-01
6.98501486e-01 -9.71305957e-02 5.50704962e-01 -8.10653245e-02
-5.06669912e-02 1.01585000e-01]
[ -2.74768975e-01 -3.30791393e-01 6.17188833e-02 -3.09965633e-02
8.72311729e-01 1.37241555e-01 3.54285531e-01 4.87965807e-02
-7.63153058e-02 -1.19005194e-01]
[ -1.76037402e-01 -2.10016670e-01 2.62447309e-01 -2.09734286e-01
5.60525240e-01 -5.48164022e-02 5.95996410e-01 1.52756559e-02
-2.30028831e-01 4.45228829e-03]
[ -1.10404804e-01 -1.63742300e-01 -1.72116917e-01 -7.73693829e-02
4.15806182e-01 -2.37406532e-01 1.19773452e-01 1.70759531e-01
8.66556658e-03 -9.44454200e-02]
[ 1.26396600e-01 2.66412198e-01 1.70977941e-01 -6.96175591e-02
-1.41780349e-01 4.29096431e-02 -1.79934332e-01 2.84834696e-01
9.03531704e-02 1.94420062e-01]
[ 3.38673526e-01 2.79999268e-01 -8.88643617e-02 3.01931686e-01
-8.65758227e-01 -2.82878251e-01 -4.39877938e-01 1.77180018e-01
3.68793305e-01 -5.52515413e-02]
[ 5.40445360e-02 1.61178604e-01 2.55998265e-01 2.61344788e-01
-8.86988842e-02 -1.98734103e-01 -1.97371151e-01 -1.32267255e-01
-1.31741565e-01 -2.76536607e-01]
[ 2.72003800e-02 -4.27524460e-02 -1.16544390e-01 -4.93912496e-02
2.37502049e-01 4.03446856e-02 -1.69715939e-02 -1.84030233e-01
3.83279046e-02 2.13536586e-01]
[ -1.15202886e-03 -5.94604192e-02 -6.72444506e-02 -5.29719249e-02
-5.99249999e-03 -1.74536200e-01 9.44584376e-02 1.01510709e-02
3.59011934e-02 6.23336732e-03]
[ 2.07570775e-02 4.50404065e-02 2.41205561e-01 6.26920742e-02
-1.90652059e-01 -1.30100182e-01 1.38402064e-01 3.93547341e-02
-1.94830888e-01 9.87702216e-02]
[ 6.00458701e-02 -1.69941663e-03 1.02650219e-01 -8.54318091e-03
-1.88405269e-01 7.51952702e-02 1.00114954e-01 -2.71342079e-01
-2.93483909e-02 -1.04068099e-01]
[ -2.34982772e-02 5.44452439e-02 7.91116114e-02 -4.62745120e-02
1.84865463e-02 1.87165265e-01 1.33873250e-01 1.17864659e-01
-3.36867077e-02 1.58587290e-01]
[ 2.10448080e-01 3.60742942e-02 2.38922381e-02 6.68959311e-02
1.01233463e-01 -1.71960714e-02 -1.28476247e-01 1.47675147e-01
-6.55938694e-02 -3.30183077e-02]
[ 2.88800757e-02 -5.34977324e-02 1.09277956e-02 2.25542850e-02
-3.49494005e-01 -1.16919991e-01 -1.69901046e-01 4.03051757e-02
1.06374583e-01 1.78234943e-01]
[ 2.04333261e-02 5.08414768e-01 1.09637015e-01 3.79346672e-01
-9.88041214e-01 -2.97117494e-01 -5.99815383e-01 -7.45195021e-02
2.59801310e-01 3.05012601e-01]
[ 1.73564135e-01 5.18294432e-01 6.02027218e-02 4.08312764e-01
-8.12446743e-01 -8.10770823e-02 -4.48232580e-01 1.50357725e-01
1.95136616e-01 4.82749289e-01]
[ 2.57127165e-01 2.90320857e-01 2.44401930e-01 1.38787686e-01
-3.85962775e-01 8.28540984e-02 -2.01611520e-01 1.62533784e-01
2.33886723e-01 7.24808533e-02]
[ -7.68790508e-02 2.06437153e-01 2.40112333e-01 1.06444367e-02
-1.86529965e-02 1.32833234e-01 -8.66143330e-02 -1.53060115e-02
-3.77518706e-02 4.59671390e-02]
[ -9.89503324e-02 -1.13140881e-02 2.43810678e-02 9.05234496e-02
-4.36268493e-02 1.17134573e-01 2.62467379e-01 2.02562504e-02
-2.77026712e-01 -9.58957910e-02]
[ -2.17433790e-01 -1.38641320e-02 -9.20922091e-02 -3.41652819e-01
1.72471707e-01 1.19203437e-01 9.53706733e-02 1.03747874e-01
-2.05686494e-01 3.48920942e-02]
[ 1.82463723e-02 -3.47477516e-01 -1.23323065e-01 -1.51134294e-01
3.39706856e-01 2.29690743e-02 1.49121247e-01 1.53231942e-01
-1.56826681e-01 -2.09074469e-01]
[ 1.45102226e-01 -1.56087403e-01 -1.39817542e-01 -3.67016383e-03
1.33073496e-01 -5.99049190e-02 -8.19053487e-03 -1.48702914e-01
1.31840992e-01 -1.08893718e-01]
[ -1.17246446e-01 1.49181700e-01 2.59234661e-01 -1.93763008e-02
1.58311159e-01 8.69726750e-02 -1.66722074e-02 -2.98503956e-01
-1.19507658e-01 -5.80227090e-02]
[ -3.53693414e-01 8.16243087e-02 9.77973079e-03 -3.51199650e-02
1.55087634e-01 -1.68072904e-01 -2.79068007e-02 2.34734198e-01
-9.68965801e-02 7.24820766e-02]
[ 1.49561618e-01 1.02407058e-01 -2.37874533e-01 -9.16143545e-02
1.14296169e-01 -2.92612545e-01 1.19734146e-02 -1.67889359e-01
-3.00588619e-03 -1.88509902e-01]
[ 2.07112609e-01 -1.54822876e-01 5.95276883e-02 -3.08096940e-02
8.71733162e-02 -2.93866402e-02 2.62612092e-03 -1.37319813e-01
1.05480985e-01 -1.86603799e-01]
[ -1.06498738e-01 -3.93216867e-02 1.20085794e-01 1.06300478e-01
3.94740016e-02 -1.10970413e-01 2.43702815e-01 -7.73626144e-02
1.83360913e-01 -6.04983424e-03]
[ 1.74799033e-02 -1.34337408e-01 2.12704436e-01 -2.21736585e-01
4.61258566e-02 1.07439283e-01 1.36636035e-02 -1.13392221e-01
3.56006088e-02 2.46941076e-01]]
[[ 0.56082247]
[ 1.41871721]
[ 0.27675945]
[ 0.80805404]
[-2.50056582]
[-0.27029229]
[-1.50173252]
[ 0.03803963]
[ 0.63033398]
[ 0.84910695]]
Progress: 19.9% ... Training loss: 0.305 ... Validation loss: 0.483[[ 1.60439282e-01 2.19795218e-01 -1.11403115e-01 1.04539116e-01
-5.11119128e-01 -6.93006843e-02 -6.28185012e-02 1.23763727e-01
-7.50562001e-02 1.89545483e-01]
[ 1.21809922e-02 1.61288822e-01 -2.12580969e-02 3.61567826e-02
1.10005539e-01 -4.27110967e-03 3.07860616e-01 4.10674287e-02
1.36006134e-01 -3.30200787e-02]
[ 1.84131585e-01 4.25521276e-01 2.21838610e-02 6.41739730e-02
1.49254301e-01 -4.69474833e-02 -5.13028142e-01 -3.55371116e-02
8.34218541e-02 3.13642068e-01]
[ -2.35554593e-02 -3.00251381e-01 -2.39343113e-01 2.75981582e-02
-1.94463655e-03 1.64868686e-01 1.32398433e-01 5.58506184e-02
1.79167378e-02 1.08613029e-01]
[ -2.34691957e-03 1.73129134e-01 -1.45303238e-01 4.39412335e-02
7.95551997e-02 -1.80355239e-01 2.57830507e-02 -1.19696559e-01
-1.84354198e-01 1.86294476e-02]
[ -3.53231353e-01 -3.61107441e-01 -2.87410034e-01 1.53729143e-01
1.57017236e-01 4.52814412e-02 5.84594860e-02 -3.54031478e-02
-4.94113146e-03 2.58157749e-02]
[ -7.22406911e-04 -1.58733515e-01 1.10090656e-02 9.73164049e-02
-3.93009654e-02 -7.27756785e-02 1.63290476e-01 -1.89554073e-01
1.89257905e-01 3.75264328e-02]
[ 1.13813342e-01 -2.24327510e-01 3.27148784e-02 -6.91949474e-02
1.34784122e-01 -4.50972359e-02 6.00513912e-02 1.22019412e-01
7.21699824e-02 -2.35495539e-02]
[ -1.68246707e-01 -7.56121613e-02 -3.04256562e-01 -1.90713740e-02
-1.54481149e-02 6.94414765e-02 -2.12907634e-01 -2.79101332e-02
2.61006861e-01 -1.22497529e-01]
[ 6.90491637e-02 -2.61334715e-01 9.26739334e-02 3.71277438e-02
1.20108402e-01 -1.12593845e-01 5.85165065e-02 -9.90941542e-02
1.51803005e-02 1.35429008e-01]
[ -7.93480974e-02 7.51715650e-02 -1.09857754e-03 -1.55998804e-01
4.20318725e-02 2.35647733e-02 9.34013590e-02 -1.02424034e-01
-2.16657694e-02 -1.26677731e-01]
[ -1.05420311e-01 -3.97260685e-02 -6.74084657e-02 -2.96558662e-03
3.44839433e-01 9.93271092e-02 7.07880663e-03 -1.54567656e-02
-1.64062558e-01 -2.01307238e-01]
[ -1.55824558e-01 6.72401015e-03 6.25143672e-02 2.33822930e-02
-1.76156057e-01 -2.20341040e-01 -1.81181675e-01 -1.96925064e-01
8.84622627e-02 1.75987440e-01]
[ -2.22593976e-01 -1.72561569e-01 1.17600088e-01 2.66807185e-01
-1.10121288e-01 -8.18544122e-02 -9.45861372e-02 -2.55316797e-01
-2.13429699e-01 -2.65494182e-03]
[ 1.21290045e-01 -5.23134607e-02 -1.53890969e-02 1.27471582e-01
-3.25094260e-02 -8.84408559e-02 1.12167756e-01 4.49630247e-03
3.84646448e-02 2.91033673e-02]
[ 3.50479783e-02 -4.77861171e-02 -2.12262914e-01 1.45696199e-01
-4.09247343e-02 8.83230418e-02 -7.97836621e-02 -1.99958821e-02
-9.64226950e-02 -6.73113052e-03]
[ -1.26382006e-01 -6.57842293e-02 -2.05774357e-01 1.48405874e-01
2.43117008e-03 1.36908937e-01 1.72562330e-02 -2.50460394e-01
6.25182020e-02 -2.07578813e-01]
[ -7.28802296e-02 -3.98222168e-02 2.74780273e-01 9.38736172e-02
1.36305642e-01 -6.02249091e-02 -1.21141078e-01 1.20542177e-01
6.68004059e-02 2.74423330e-02]
[ 4.94658423e-02 -2.77035439e-02 8.54723196e-02 8.38545531e-02
9.31765530e-02 -1.63689562e-02 2.56250836e-01 1.20467024e-01
-3.80141497e-02 -7.02727209e-02]
[ 1.81302638e-03 -1.64144689e-01 -2.93051564e-01 -5.67965913e-02
2.38134117e-01 -8.84169299e-02 1.85716136e-01 1.63929509e-01
1.01095509e-01 -3.74072722e-02]
[ 4.91301633e-02 -2.38409305e-03 -1.19332498e-01 3.84257483e-02
-7.29476601e-02 3.25382448e-01 2.59568593e-01 2.05282285e-01
-1.67342704e-01 -6.28471372e-02]
[ 1.18429217e-02 -3.64729279e-03 1.25393274e-01 1.15814762e-01
-3.95592012e-02 1.02829291e-01 -1.73476187e-01 -4.05187180e-02
2.17483182e-01 8.87149885e-02]
[ 1.00168497e-01 5.83791915e-02 -5.19899581e-02 -1.14797092e-01
-6.70453354e-02 -3.25495103e-01 1.28681285e-01 8.09555267e-03
1.32027630e-01 7.66409742e-02]
[ -9.62967612e-02 1.90799608e-02 -1.44360185e-02 2.55135073e-02
6.11611341e-04 -2.03926765e-01 -9.74282352e-02 -1.96221373e-02
1.66276179e-02 1.31880257e-01]
[ -1.39045944e-01 -4.72821374e-02 -1.94846637e-01 3.08518212e-03
-2.73319439e-01 -6.65393529e-03 -2.82449885e-02 -2.30014291e-02
8.60923866e-03 7.06343281e-02]
[ -2.13297706e-02 -3.93956145e-02 -7.05136585e-02 -1.16186125e-01
4.96918939e-01 2.72521008e-01 5.11733356e-01 1.13820624e-01
-1.73040798e-01 -3.60433304e-01]
[ -5.93137718e-03 -3.22501369e-01 -2.46398219e-02 -5.98233821e-02
6.20387579e-01 9.69070390e-02 4.64874299e-01 9.22583077e-02
3.90033617e-02 -3.64605092e-01]
[ 1.90788024e-02 -3.84848916e-01 -3.92470936e-02 -9.75471991e-02
6.48081502e-01 2.07073739e-02 4.39540226e-01 4.93568032e-02
-3.54613194e-01 -2.05455146e-01]
[ -1.51603079e-01 -5.20679822e-01 -1.27769762e-03 -1.81109991e-01
6.98499645e-01 -9.71096155e-02 5.50879930e-01 -8.10679489e-02
-5.07179677e-02 1.01522739e-01]
[ -2.74864179e-01 -3.31253114e-01 6.16946613e-02 -3.10534988e-02
8.72750780e-01 1.37278104e-01 3.54640676e-01 4.87934200e-02
-7.63630350e-02 -1.19052915e-01]
[ -1.76408471e-01 -2.10911659e-01 2.62264428e-01 -2.10271427e-01
5.61987234e-01 -5.46331720e-02 5.96973836e-01 1.52503307e-02
-2.30456754e-01 3.88710163e-03]
[ -1.10814828e-01 -1.64830248e-01 -1.72329490e-01 -7.79886431e-02
4.17694497e-01 -2.37220036e-01 1.20917894e-01 1.70730239e-01
8.17433960e-03 -9.50553096e-02]
[ 1.26485082e-01 2.66970120e-01 1.71038453e-01 -6.94459205e-02
-1.42382884e-01 4.28474677e-02 -1.80292128e-01 2.84841288e-01
9.04603877e-02 1.94566621e-01]
[ 3.37898509e-01 2.77947106e-01 -8.92295776e-02 3.00807846e-01
-8.62508764e-01 -2.82487132e-01 -4.37739351e-01 1.77124939e-01
3.67932370e-01 -5.64383867e-02]
[ 5.38720783e-02 1.60804119e-01 2.55915021e-01 2.61096388e-01
-8.79715782e-02 -1.98654728e-01 -1.96918123e-01 -1.32278402e-01
-1.31931816e-01 -2.76782758e-01]
[ 2.72814390e-02 -4.28096018e-02 -1.16504516e-01 -4.92741686e-02
2.37116287e-01 4.03061203e-02 -1.70564453e-02 -1.84025582e-01
3.84358826e-02 2.13675345e-01]
[ -9.88511619e-04 -5.89611409e-02 -6.71559567e-02 -5.27079546e-02
-6.81271180e-03 -1.74626355e-01 9.40215550e-02 1.01633896e-02
3.61152642e-02 6.38599433e-03]
[ 2.02823075e-02 4.37958428e-02 2.40967135e-01 6.19675725e-02
-1.88439158e-01 -1.29871802e-01 1.39614203e-01 3.93204977e-02
-1.95377241e-01 9.80064786e-02]
[ 6.05807187e-02 -5.56620772e-04 1.02913256e-01 -7.74232275e-03
-1.90779901e-01 7.49185398e-02 9.87377736e-02 -2.71312646e-01
-2.87417619e-02 -1.03267180e-01]
[ -2.37432482e-02 5.38080485e-02 7.89702265e-02 -4.66955802e-02
1.94077605e-02 1.87293431e-01 1.34530638e-01 1.17845158e-01
-3.40025317e-02 1.58170291e-01]
[ 2.10249910e-01 3.55449274e-02 2.37851317e-02 6.65750426e-02
1.02215957e-01 -1.70961641e-02 -1.27955885e-01 1.47659880e-01
-6.58433304e-02 -3.33494800e-02]
[ 2.87040388e-02 -5.39995866e-02 1.08361564e-02 2.22453027e-02
-3.48557391e-01 -1.16820363e-01 -1.69333894e-01 4.02904075e-02
1.06137338e-01 1.77907632e-01]
[ 2.04816106e-02 5.08390812e-01 1.09665247e-01 3.79378778e-01
-9.87873891e-01 -2.97123903e-01 -6.00046285e-01 -7.45156005e-02
2.59851138e-01 3.05136190e-01]
[ 1.72906563e-01 5.16527621e-01 5.98598175e-02 4.07289754e-01
-8.09636546e-01 -8.07353344e-02 -4.46397563e-01 1.50309653e-01
1.94346760e-01 4.81787020e-01]
[ 2.56662131e-01 2.89122435e-01 2.44170578e-01 1.38110605e-01
-3.83801805e-01 8.30772410e-02 -2.00433362e-01 1.62501894e-01
2.33358375e-01 7.17913169e-02]
[ -7.71693844e-02 2.05563691e-01 2.39970505e-01 1.02262058e-02
-1.72754274e-02 1.32984736e-01 -8.57773202e-02 -1.53258346e-02
-3.80913034e-02 4.55044937e-02]
[ -9.90315025e-02 -1.15202938e-02 2.43484206e-02 9.04320344e-02
-4.33259703e-02 1.17174658e-01 2.62657416e-01 2.02515886e-02
-2.77105179e-01 -9.59961509e-02]
[ -2.17429630e-01 -1.38497406e-02 -9.20902966e-02 -3.41647070e-01
1.72457547e-01 1.19201810e-01 9.53558821e-02 1.03748099e-01
-2.05682355e-01 3.48968937e-02]
[ 1.81722999e-02 -3.47706364e-01 -1.23356247e-01 -1.51240498e-01
3.40042483e-01 2.30038164e-02 1.49339798e-01 1.53227194e-01
-1.56912656e-01 -2.09196275e-01]
[ 1.44298371e-01 -1.58346465e-01 -1.40193080e-01 -4.76201052e-03
1.36499400e-01 -5.95159539e-02 -5.93422056e-03 -1.48758312e-01
1.30923204e-01 -1.10050395e-01]
[ -1.17225006e-01 1.48962117e-01 2.59248624e-01 -1.93050201e-02
1.57633415e-01 8.69499905e-02 -1.68040180e-02 -2.98502677e-01
-1.19461610e-01 -5.79858665e-02]
[ -3.54268147e-01 8.00438538e-02 9.50919062e-03 -3.60230563e-02
1.58034509e-01 -1.67761940e-01 -2.61066177e-02 2.34692079e-01
-9.76398057e-02 7.15282231e-02]
[ 1.48802753e-01 1.00509744e-01 -2.38252355e-01 -9.27449263e-02
1.17606558e-01 -2.92261131e-01 1.39257694e-02 -1.67943017e-01
-3.92402807e-03 -1.89710531e-01]
[ 2.07502938e-01 -1.54575508e-01 5.97205035e-02 -3.02907871e-02
8.58150237e-02 -2.95309361e-02 2.20150885e-03 -1.37292101e-01
1.05938996e-01 -1.86147041e-01]
[ -1.07933188e-01 -4.31398939e-02 1.19365327e-01 1.04167980e-01
4.58023782e-02 -1.10284498e-01 2.47653136e-01 -7.74631723e-02
1.81701902e-01 -8.29241903e-03]
[ 1.70197608e-02 -1.35785884e-01 2.12460406e-01 -2.22434901e-01
4.81956544e-02 1.07647277e-01 1.47915725e-02 -1.13432579e-01
3.51702547e-02 2.46316520e-01]]
[[ 0.54520187]
[ 1.40345574]
[ 0.26323572]
[ 0.79280013]
[-2.51428572]
[-0.28095076]
[-1.51328448]
[ 0.02416097]
[ 0.6144367 ]
[ 0.83335506]]
Progress: 19.9% ... Training loss: 0.308 ... Validation loss: 0.492[[ 1.62370586e-01 2.24590985e-01 -1.10317958e-01 1.07579519e-01
-5.20977469e-01 -7.03060526e-02 -6.80098891e-02 1.23853368e-01
-7.27424291e-02 1.92398340e-01]
[ 1.18342844e-02 1.60363614e-01 -2.14290085e-02 3.57120501e-02
1.11287881e-01 -4.09271987e-03 3.08868452e-01 4.10520030e-02
1.35595893e-01 -3.35759806e-02]
[ 1.85039238e-01 4.29762655e-01 2.27310274e-02 6.52026136e-02
1.45341409e-01 -4.73283189e-02 -5.16892272e-01 -3.54948801e-02
8.44526090e-02 3.14756491e-01]
[ -2.28855126e-02 -2.99529323e-01 -2.38912813e-01 2.89579068e-02
-5.62971630e-03 1.64408174e-01 1.31026820e-01 5.58879383e-02
1.89410635e-02 1.10057720e-01]
[ -2.45761650e-03 1.72310480e-01 -1.45390678e-01 4.37136558e-02
7.95797112e-02 -1.80221637e-01 2.61157490e-02 -1.19699011e-01
-1.84445483e-01 1.80032551e-02]
[ -3.53061448e-01 -3.61725635e-01 -2.87326160e-01 1.54275366e-01
1.55817074e-01 4.51104697e-02 5.88166676e-02 -3.53893128e-02
-4.62725751e-03 2.61453571e-02]
[ -2.46564217e-04 -1.57693799e-01 1.13022449e-02 9.79561148e-02
-4.16567569e-02 -7.29868575e-02 1.62190397e-01 -1.89532071e-01
1.89796380e-01 3.82153090e-02]
[ 1.15571528e-01 -2.19563095e-01 3.36396471e-02 -6.64956133e-02
1.26213142e-01 -4.60296195e-02 5.48793556e-02 1.22102219e-01
7.42668424e-02 -2.10313251e-02]
[ -1.67690722e-01 -7.43247732e-02 -3.03967410e-01 -1.82390373e-02
-1.82220097e-02 6.91453187e-02 -2.14421894e-01 -2.78846073e-02
2.61645362e-01 -1.21624475e-01]
[ 7.11558154e-02 -2.56576232e-01 9.37813240e-02 4.03899818e-02
1.10064550e-01 -1.13673811e-01 5.32793593e-02 -9.89927134e-02
1.76440501e-02 1.38394229e-01]
[ -7.89845841e-02 7.58139343e-02 -8.43295586e-04 -1.55277705e-01
3.94144234e-02 2.33020429e-02 9.24101861e-02 -1.02404421e-01
-2.11002560e-02 -1.25937009e-01]
[ -1.04930558e-01 -3.86535956e-02 -6.71801642e-02 -2.23131969e-03
3.42599905e-01 9.90591132e-02 5.87793348e-03 -1.54336490e-02
-1.63504111e-01 -2.00603440e-01]
[ -1.55824558e-01 6.72401015e-03 6.25143672e-02 2.33822930e-02
-1.76156057e-01 -2.20341040e-01 -1.81181675e-01 -1.96925064e-01
8.84622627e-02 1.75987440e-01]
[ -2.22440377e-01 -1.72756737e-01 1.17691585e-01 2.67284236e-01
-1.11295935e-01 -8.19998152e-02 -9.47079135e-02 -2.55304771e-01
-2.13155332e-01 -2.33807199e-03]
[ 1.21328128e-01 -5.25967512e-02 -1.53666393e-02 1.27540633e-01
-3.26802534e-02 -8.84674318e-02 1.12407549e-01 4.49839820e-03
3.85093624e-02 2.91143045e-02]
[ 3.45780893e-02 -4.91372083e-02 -2.12471703e-01 1.45039640e-01
-3.90606247e-02 8.85536107e-02 -7.82069109e-02 -2.00170264e-02
-9.69595181e-02 -7.47295429e-03]
[ -1.25702331e-01 -6.38104473e-02 -2.05431060e-01 1.49405177e-01
-8.99172741e-04 1.36547963e-01 1.50774778e-02 -2.50429031e-01
6.33166215e-02 -2.06457023e-01]
[ -7.23641772e-02 -3.87801802e-02 2.75036651e-01 9.45681804e-02
1.34321280e-01 -6.04430700e-02 -1.22199360e-01 1.20565827e-01
6.73794237e-02 2.81714134e-02]
[ 4.96235512e-02 -2.74428765e-02 8.55539762e-02 8.40828382e-02
9.23979852e-02 -1.64236670e-02 2.55841378e-01 1.20472526e-01
-3.78433660e-02 -7.00717408e-02]
[ 2.98650947e-03 -1.61002258e-01 -2.92433476e-01 -5.49567046e-02
2.32320709e-01 -8.90618878e-02 1.82414231e-01 1.63986805e-01
1.02487373e-01 -3.57341119e-02]
[ 4.92926099e-02 -1.90485966e-03 -1.19225970e-01 3.86525833e-02
-7.36980478e-02 3.25288431e-01 2.58916317e-01 2.05290066e-01
-1.67122242e-01 -6.26381060e-02]
[ 1.22220939e-02 -2.54365444e-03 1.25579058e-01 1.16392836e-01
-4.13704010e-02 1.02635159e-01 -1.74457634e-01 -4.05013437e-02
2.17905389e-01 8.93338603e-02]
[ 9.99729703e-02 5.78961563e-02 -5.20706703e-02 -1.15095805e-01
-6.62544262e-02 -3.25399928e-01 1.29146380e-01 8.08628603e-03
1.31815860e-01 7.63505722e-02]
[ -9.60313825e-02 1.97234291e-02 -1.43049347e-02 2.59166129e-02
-5.97895492e-04 -2.04067416e-01 -9.82136614e-02 -1.96096149e-02
1.69377486e-02 1.32278699e-01]
[ -1.38946209e-01 -4.71414836e-02 -1.94802931e-01 3.24190246e-03
-2.73852038e-01 -6.71078821e-03 -2.84664967e-02 -2.29964578e-02
8.73357128e-03 7.07971323e-02]
[ -2.11317636e-02 -3.91165587e-02 -7.04187978e-02 -1.15890937e-01
4.96059212e-01 2.72418115e-01 5.11400417e-01 1.13829630e-01
-1.72811748e-01 -3.60164466e-01]
[ -6.05017575e-03 -3.22945650e-01 -2.46999155e-02 -6.00063614e-02
6.20991340e-01 9.69686633e-02 4.65278950e-01 9.22530076e-02
3.88546207e-02 -3.64809460e-01]
[ 1.90069510e-02 -3.85214619e-01 -3.92756076e-02 -9.76341856e-02
6.48372638e-01 2.07328772e-02 4.39787448e-01 4.93546886e-02
-3.54685287e-01 -2.05582393e-01]
[ -1.51442326e-01 -5.20545183e-01 -1.21898809e-03 -1.80850165e-01
6.97767283e-01 -9.72036319e-02 5.50651045e-01 -8.10600908e-02
-5.05156092e-02 1.01784478e-01]
[ -2.74802772e-01 -3.31160733e-01 6.17299239e-02 -3.09368536e-02
8.72507678e-01 1.37237092e-01 3.54436203e-01 4.87969356e-02
-7.62709162e-02 -1.18927235e-01]
[ -1.76447763e-01 -2.11159857e-01 2.62265470e-01 -2.10267726e-01
5.62026267e-01 -5.46340450e-02 5.97216051e-01 1.52506099e-02
-2.30466083e-01 3.87853706e-03]
[ -1.10603387e-01 -1.64393928e-01 -1.72223985e-01 -7.76035660e-02
4.16685135e-01 -2.37356409e-01 1.20320161e-01 1.70741904e-01
8.45572938e-03 -9.46880787e-02]
[ 1.26823697e-01 2.67831179e-01 1.71204924e-01 -6.89442417e-02
-1.44119687e-01 4.26999799e-02 -1.81308751e-01 2.84854807e-01
9.08378248e-02 1.95035044e-01]
[ 3.37767671e-01 2.77579723e-01 -8.92601937e-02 3.00615875e-01
-8.62370559e-01 -2.82400407e-01 -4.37312919e-01 1.77117931e-01
3.67762337e-01 -5.66893959e-02]
[ 5.40060573e-02 1.61150926e-01 2.55980623e-01 2.61291210e-01
-8.85840714e-02 -1.98716253e-01 -1.97284385e-01 -1.32272651e-01
-1.31778045e-01 -2.76579061e-01]
[ 2.70256465e-02 -4.33933682e-02 -1.16622533e-01 -4.96407051e-02
2.38259881e-01 4.04361820e-02 -1.63515733e-02 -1.84036563e-01
3.81475565e-02 2.13296795e-01]
[ -8.27116608e-04 -5.84869198e-02 -6.70776052e-02 -5.24728018e-02
-7.56121598e-03 -1.74711986e-01 9.36842036e-02 1.01705400e-02
3.62984416e-02 6.64388154e-03]
[ 1.97636350e-02 4.25153012e-02 2.40714449e-01 6.11975245e-02
-1.86111594e-01 -1.29609918e-01 1.41035662e-01 3.92973300e-02
-1.95958421e-01 9.72163248e-02]
[ 6.05996309e-02 -6.37576662e-04 1.02926240e-01 -7.69887090e-03
-1.90844070e-01 7.49007141e-02 9.87387894e-02 -2.71311197e-01
-2.87057999e-02 -1.03233751e-01]
[ -2.30769352e-02 5.55928673e-02 7.92992576e-02 -4.57069310e-02
1.66246334e-02 1.86944279e-01 1.32676998e-01 1.17874080e-01
-3.32497027e-02 1.59164288e-01]
[ 2.10259309e-01 3.57192675e-02 2.37985749e-02 6.65296135e-02
1.01980559e-01 -1.71188012e-02 -1.28127827e-01 1.47658580e-01
-6.58709193e-02 -3.33442548e-02]
[ 2.84261209e-02 -5.45740554e-02 1.07035574e-02 2.18486213e-02
-3.47299772e-01 -1.16684522e-01 -1.68591983e-01 4.02795856e-02
1.05826366e-01 1.77503412e-01]
[ 2.07762442e-02 5.09055583e-01 1.09799948e-01 3.79744217e-01
-9.88824629e-01 -2.97236812e-01 -6.00725153e-01 -7.45033102e-02
2.60142149e-01 3.05546861e-01]
[ 1.73274047e-01 5.17034955e-01 6.00884962e-02 4.07947112e-01
-8.11900422e-01 -8.09227276e-02 -4.47105759e-01 1.50330502e-01
1.94868696e-01 4.82167667e-01]
[ 2.57508891e-01 2.91441356e-01 2.44621331e-01 1.39474510e-01
-3.87842381e-01 8.26089266e-02 -2.02995490e-01 1.62542733e-01
2.34393266e-01 7.32336004e-02]
[ -7.64704353e-02 2.07398543e-01 2.40318112e-01 1.12880048e-02
-2.06141298e-02 1.32607086e-01 -8.77427848e-02 -1.52933997e-02
-3.72802294e-02 4.65450956e-02]
[ -9.88886084e-02 -1.11161231e-02 2.44230753e-02 9.06609798e-02
-4.40651397e-02 1.17094153e-01 2.62212403e-01 2.02584422e-02
-2.76929645e-01 -9.57550606e-02]
[ -2.17225647e-01 -1.33264239e-02 -9.20017745e-02 -3.41377866e-01
1.71527581e-01 1.19104119e-01 9.48050999e-02 1.03756943e-01
-2.05463082e-01 3.51879384e-02]
[ 1.80304565e-02 -3.48124749e-01 -1.23428924e-01 -1.51453102e-01
3.40628817e-01 2.30753742e-02 1.49741124e-01 1.53220832e-01
-1.57078498e-01 -2.09414904e-01]
[ 1.45492800e-01 -1.55505821e-01 -1.39566257e-01 -2.93882876e-03
1.30627349e-01 -6.01592699e-02 -9.17919906e-03 -1.48707449e-01
1.32285379e-01 -1.08157782e-01]
[ -1.17471292e-01 1.48289659e-01 2.59128443e-01 -1.95924506e-02
1.58286328e-01 8.70531471e-02 -1.60207052e-02 -2.98510609e-01
-1.19752551e-01 -5.84557803e-02]
[ -3.53912744e-01 8.06390548e-02 9.68987075e-03 -3.54786364e-02
1.55896569e-01 -1.67930815e-01 -2.70625084e-02 2.34707634e-01
-9.72070026e-02 7.20167886e-02]
[ 1.50098743e-01 1.03270720e-01 -2.37581320e-01 -9.06683301e-02
1.11787063e-01 -2.92961566e-01 1.09460452e-02 -1.67879395e-01
-2.37956079e-03 -1.87666098e-01]
[ 2.07451236e-01 -1.54598008e-01 5.97332739e-02 -3.02857177e-02
8.56478498e-02 -2.95006143e-02 2.46124815e-03 -1.37290804e-01
1.05943101e-01 -1.86244956e-01]
[ -1.08235666e-01 -4.38929657e-02 1.19228898e-01 1.03691867e-01
4.72907474e-02 -1.10144677e-01 2.48346805e-01 -7.74752241e-02
1.81388886e-01 -8.77357308e-03]
[ 1.77343237e-02 -1.34061351e-01 2.12816682e-01 -2.21403021e-01
4.51502035e-02 1.07275910e-01 1.28062516e-02 -1.13399762e-01
3.60183715e-02 2.47349633e-01]]
[[ 0.55881951]
[ 1.41563565]
[ 0.27430714]
[ 0.80562357]
[-2.5022799 ]
[-0.26949429]
[-1.50237928]
[ 0.03677588]
[ 0.62823528]
[ 0.84713775]]
Progress: 19.9% ... Training loss: 0.304 ... Validation loss: 0.487[[ 1.62941040e-01 2.25796306e-01 -1.09965432e-01 1.08396534e-01
-5.21528384e-01 -7.06651638e-02 -6.98157697e-02 1.23903612e-01
-7.19213557e-02 1.93301720e-01]
[ 1.21110105e-02 1.60934589e-01 -2.12950303e-02 3.61381525e-02
1.10023919e-01 -4.23905993e-03 3.08287820e-01 4.10715824e-02
1.35915647e-01 -3.32230059e-02]
[ 1.85938610e-01 4.32673347e-01 2.31855394e-02 6.63533520e-02
1.42543136e-01 -4.78834532e-02 -5.20662064e-01 -3.54329950e-02
8.56206524e-02 3.16244905e-01]
[ -2.01281128e-02 -2.92729304e-01 -2.37517242e-01 3.29575761e-02
-1.74397333e-02 1.63210582e-01 1.23927313e-01 5.60645019e-02
2.20657640e-02 1.14455346e-01]
[ -4.53525344e-03 1.67581889e-01 -1.46234778e-01 4.09959725e-02
8.84092274e-02 -1.79338026e-01 3.19118615e-02 -1.19819314e-01
-1.86876292e-01 1.50259019e-02]
[ -3.53084212e-01 -3.62377452e-01 -2.87331020e-01 1.54396019e-01
1.56061386e-01 4.50974361e-02 5.97427849e-02 -3.53893289e-02
-4.64104149e-03 2.59548431e-02]
[ -4.14638170e-04 -1.57755873e-01 1.12329195e-02 9.76828885e-02
-3.99568234e-02 -7.29472548e-02 1.62147800e-01 -1.89533675e-01
1.89568148e-01 3.81301210e-02]
[ 1.16345384e-01 -2.17734319e-01 3.40838737e-02 -6.53194347e-02
1.23462691e-01 -4.65042140e-02 5.26459946e-02 1.22157025e-01
7.53709334e-02 -1.97740031e-02]
[ -1.68754075e-01 -7.68572309e-02 -3.04471940e-01 -1.97307379e-02
-1.43969836e-02 6.96440291e-02 -2.11756063e-01 -2.79521214e-02
2.60578332e-01 -1.23162276e-01]
[ 7.14439239e-02 -2.55780726e-01 9.39248425e-02 4.07764354e-02
1.09137173e-01 -1.13902248e-01 5.21807883e-02 -9.89627515e-02
1.81448876e-02 1.38846185e-01]
[ -7.95226780e-02 7.43934040e-02 -1.03173993e-03 -1.55889144e-01
4.22874257e-02 2.34777766e-02 9.38530080e-02 -1.02434844e-01
-2.15549671e-02 -1.26563687e-01]
[ -1.05160907e-01 -3.94461438e-02 -6.72697271e-02 -2.47442927e-03
3.43673101e-01 9.91625020e-02 6.84967346e-03 -1.54475164e-02
-1.63755193e-01 -2.00984900e-01]
[ -1.55824558e-01 6.72401015e-03 6.25143672e-02 2.33822930e-02
-1.76156057e-01 -2.20341040e-01 -1.81181675e-01 -1.96925064e-01
8.84622627e-02 1.75987440e-01]
[ -2.22589666e-01 -1.73013276e-01 1.17611752e-01 2.67038435e-01
-1.10577919e-01 -8.19060352e-02 -9.43013883e-02 -2.55316505e-01
-2.13346038e-01 -2.60569990e-03]
[ 1.21776933e-01 -5.21912673e-02 -1.51435978e-02 1.28362565e-01
-3.45469238e-02 -8.87262266e-02 1.11996197e-01 4.53166299e-03
3.90422054e-02 2.97488394e-02]
[ 3.39249873e-02 -5.07925380e-02 -2.12785782e-01 1.44097981e-01
-3.61714081e-02 8.88604715e-02 -7.64285055e-02 -2.00601676e-02
-9.76897995e-02 -8.52629629e-03]
[ -1.25779050e-01 -6.38895163e-02 -2.05466254e-01 1.49288667e-01
-1.96672004e-04 1.36560023e-01 1.52061268e-02 -2.50432840e-01
6.32134405e-02 -2.06568308e-01]
[ -7.21818891e-02 -3.81359974e-02 2.75146595e-01 9.47665166e-02
1.34236054e-01 -6.05343500e-02 -1.22936251e-01 1.20582428e-01
6.75503596e-02 2.85214811e-02]
[ 4.85746018e-02 -3.03271983e-02 8.49490313e-02 8.23403014e-02
9.74049094e-02 -1.58473492e-02 2.58790659e-01 1.20393672e-01
-3.91528963e-02 -7.18161040e-02]
[ 2.66695450e-03 -1.61708814e-01 -2.92600499e-01 -5.54452334e-02
2.33650788e-01 -8.89269378e-02 1.83179633e-01 1.63967017e-01
1.02130338e-01 -3.62452911e-02]
[ 5.16377716e-02 4.10552490e-03 -1.17926146e-01 4.23994046e-02
-8.37889940e-02 3.23991168e-01 2.52398339e-01 2.05460598e-01
-1.64146315e-01 -5.88372563e-02]
[ 1.17290246e-02 -3.65849277e-03 1.25347188e-01 1.15697961e-01
-3.93795745e-02 1.02875292e-01 -1.73346603e-01 -4.05334361e-02
2.17383846e-01 8.87011755e-02]
[ 9.96867675e-02 5.72136444e-02 -5.22066514e-02 -1.15491089e-01
-6.52271267e-02 -3.25267310e-01 1.29801098e-01 8.06752193e-03
1.31593501e-01 7.59289867e-02]
[ -9.60536365e-02 1.96176938e-02 -1.43144839e-02 2.58850535e-02
-4.90959755e-04 -2.04059871e-01 -9.81309461e-02 -1.96101915e-02
1.69137211e-02 1.32259255e-01]
[ -1.39353657e-01 -4.81342060e-02 -1.94991754e-01 2.66347223e-03
-2.72562173e-01 -6.51703013e-03 -2.73610133e-02 -2.30224241e-02
8.30757365e-03 7.02170103e-02]
[ -2.08629757e-02 -3.86319130e-02 -7.02837864e-02 -1.15472736e-01
4.94912037e-01 2.72294973e-01 5.10997670e-01 1.13848342e-01
-1.72496797e-01 -3.59808199e-01]
[ -6.40083948e-03 -3.23838665e-01 -2.48789654e-02 -6.05343490e-02
6.22580870e-01 9.71461272e-02 4.66227866e-01 9.22311151e-02
3.84442096e-02 -3.65361468e-01]
[ 1.90157225e-02 -3.85203179e-01 -3.92687920e-02 -9.76208848e-02
6.48303693e-01 2.07259092e-02 4.39763228e-01 4.93548419e-02
-3.54675267e-01 -2.05572621e-01]
[ -1.51751341e-01 -5.21262854e-01 -1.36891654e-03 -1.81298575e-01
6.99087126e-01 -9.70627467e-02 5.51418885e-01 -8.10786068e-02
-5.08519219e-02 1.01323217e-01]
[ -2.75085090e-01 -3.31829150e-01 6.15955729e-02 -3.13386129e-02
8.73613084e-01 1.37370834e-01 3.55156761e-01 4.87792104e-02
-7.65719545e-02 -1.19349704e-01]
[ -1.76705450e-01 -2.11747140e-01 2.62140621e-01 -2.10635293e-01
5.63179820e-01 -5.45118078e-02 5.97765940e-01 1.52338705e-02
-2.30734714e-01 3.50977475e-03]
[ -1.10465478e-01 -1.64218104e-01 -1.72152324e-01 -7.73787570e-02
4.16019251e-01 -2.37427072e-01 1.20047160e-01 1.70752007e-01
8.62893696e-03 -9.44624029e-02]
[ 1.26572916e-01 2.67579826e-01 1.71099377e-01 -6.92923922e-02
-1.43100798e-01 4.28190657e-02 -1.80757843e-01 2.84837320e-01
9.05548088e-02 1.94578851e-01]
[ 3.38802557e-01 2.80198667e-01 -8.87247840e-02 3.02036358e-01
-8.66103967e-01 -2.82879664e-01 -4.40176626e-01 1.77185491e-01
3.68945489e-01 -5.49762061e-02]
[ 5.37477311e-02 1.60545291e-01 2.55841870e-01 2.60891321e-01
-8.73594193e-02 -1.98579213e-01 -1.96593582e-01 -1.32291528e-01
-1.32091124e-01 -2.77014111e-01]
[ 2.64566711e-02 -4.48237212e-02 -1.16907537e-01 -5.04791328e-02
2.40762693e-01 4.07116264e-02 -1.47900933e-02 -1.84073915e-01
3.75080454e-02 2.12482986e-01]
[ -9.26354831e-04 -5.89305952e-02 -6.71352505e-02 -5.26006285e-02
-7.09642095e-03 -1.74709496e-01 9.39319547e-02 1.01663449e-02
3.61844107e-02 6.60981419e-03]
[ 2.01577108e-02 4.37597001e-02 2.40919835e-01 6.18326988e-02
-1.88146204e-01 -1.29829304e-01 1.39881373e-01 3.93264751e-02
-1.95465487e-01 9.78592592e-02]
[ 6.09393874e-02 1.76642153e-04 1.03087751e-01 -7.20990925e-03
-1.92151560e-01 7.47352851e-02 9.78332531e-02 -2.71289162e-01
-2.83355642e-02 -1.02714877e-01]
[ -2.31493080e-02 5.52821680e-02 7.92290981e-02 -4.59546514e-02
1.73143660e-02 1.87015657e-01 1.33045986e-01 1.17863052e-01
-3.34277065e-02 1.58918463e-01]
[ 2.10193629e-01 3.53846444e-02 2.37474003e-02 6.63596808e-02
1.02511768e-01 -1.70508138e-02 -1.27880451e-01 1.47650162e-01
-6.59831318e-02 -3.35076966e-02]
[ 2.83811226e-02 -5.47369990e-02 1.06798074e-02 2.17706012e-02
-3.46998886e-01 -1.16657162e-01 -1.68442093e-01 4.02761002e-02
1.05768444e-01 1.77373447e-01]
[ 2.04717549e-02 5.08315823e-01 1.09648382e-01 3.79320152e-01
-9.87485444e-01 -2.97110012e-01 -5.99991018e-01 -7.45232784e-02
2.59855657e-01 3.05110452e-01]
[ 1.73361046e-01 5.17016393e-01 6.02540252e-02 4.08429435e-01
-8.12750699e-01 -8.11117483e-02 -4.47523176e-01 1.50352133e-01
1.95262983e-01 4.82502188e-01]
[ 2.57442107e-01 2.91289062e-01 2.44590830e-01 1.39380758e-01
-3.87498880e-01 8.26264041e-02 -2.02805027e-01 1.62539259e-01
2.34327380e-01 7.31104988e-02]
[ -7.65036603e-02 2.07379165e-01 2.40293442e-01 1.12487484e-02
-2.04267713e-02 1.32616066e-01 -8.76392814e-02 -1.52940780e-02
-3.73225950e-02 4.64961405e-02]
[ -9.87294461e-02 -1.06249703e-02 2.45113152e-02 9.09213292e-02
-4.48757520e-02 1.17006024e-01 2.61708041e-01 2.02702844e-02
-2.76723623e-01 -9.54857339e-02]
[ -2.17260749e-01 -1.34424083e-02 -9.20251348e-02 -3.41439711e-01
1.71810472e-01 1.19122376e-01 9.49100216e-02 1.03753969e-01
-2.05509066e-01 3.51216960e-02]
[ 1.81194305e-02 -3.47931298e-01 -1.23382670e-01 -1.51290191e-01
3.40211794e-01 2.30214271e-02 1.49664974e-01 1.53228132e-01
-1.56973364e-01 -2.09284087e-01]
[ 1.44701714e-01 -1.57627222e-01 -1.40034145e-01 -4.14590741e-03
1.33854394e-01 -5.97611424e-02 -7.00770097e-03 -1.48765006e-01
1.31376428e-01 -1.09551073e-01]
[ -1.17304113e-01 1.48929255e-01 2.59253271e-01 -1.92456030e-02
1.57692228e-01 8.69178217e-02 -1.64416979e-02 -2.98492185e-01
-1.19487053e-01 -5.82274902e-02]
[ -3.53791130e-01 8.09963162e-02 9.75120589e-03 -3.52800787e-02
1.55663100e-01 -1.68040302e-01 -2.74447340e-02 2.34714084e-01
-9.70479375e-02 7.22812801e-02]
[ 1.49985196e-01 1.02840320e-01 -2.37594720e-01 -9.06996098e-02
1.12561018e-01 -2.92993571e-01 1.12928517e-02 -1.67877349e-01
-2.42857268e-03 -1.87822001e-01]
[ 2.07834223e-01 -1.53257581e-01 6.00388345e-02 -2.95674968e-02
8.45396595e-02 -2.97714527e-02 1.10081306e-03 -1.37252846e-01
1.06576327e-01 -1.85464397e-01]
[ -1.08727322e-01 -4.50661926e-02 1.19005494e-01 1.02939677e-01
4.98481041e-02 -1.09882772e-01 2.49559320e-01 -7.75070630e-02
1.80821502e-01 -9.49848186e-03]
[ 1.79784970e-02 -1.34091180e-01 2.12895160e-01 -2.21144194e-01
4.35464262e-02 1.07214219e-01 1.25550759e-02 -1.13389573e-01
3.62809733e-02 2.47794213e-01]]
[[ 0.56005237]
[ 1.414808 ]
[ 0.27319654]
[ 0.8055134 ]
[-2.50674706]
[-0.26815677]
[-1.50367958]
[ 0.03837173]
[ 0.62725934]
[ 0.84759413]]
Progress: 20.0% ... Training loss: 0.304 ... Validation loss: 0.488[[ 1.60332414e-01 2.18213139e-01 -1.11306610e-01 1.04306332e-01
-5.08884090e-01 -6.92796045e-02 -6.24030196e-02 1.23720445e-01
-7.51528819e-02 1.89198156e-01]
[ 1.19940534e-02 1.60628357e-01 -2.13628279e-02 3.60408238e-02
1.10451292e-01 -4.18532097e-03 3.08650224e-01 4.10646992e-02
1.35751584e-01 -3.33812673e-02]
[ 1.82040159e-01 4.23576450e-01 2.12461023e-02 6.03027280e-02
1.57928896e-01 -4.59131530e-02 -5.10555492e-01 -3.57066756e-02
8.11184423e-02 3.10631394e-01]
[ -2.36988025e-02 -3.01342639e-01 -2.39321766e-01 2.74326264e-02
-1.04450338e-03 1.64888858e-01 1.33070470e-01 5.58082833e-02
1.75286720e-02 1.09246435e-01]
[ -7.97571698e-03 1.58377842e-01 -1.47956934e-01 3.60317858e-02
1.01913829e-01 -1.77588556e-01 4.15365925e-02 -1.20076058e-01
-1.90518240e-01 9.52039773e-03]
[ -3.53531100e-01 -3.64091430e-01 -2.87573619e-01 1.53866905e-01
1.57874023e-01 4.53327823e-02 6.13693154e-02 -3.54234710e-02
-5.16205733e-03 2.51205933e-02]
[ -4.47527613e-04 -1.57918028e-01 1.12132381e-02 9.74795381e-02
-3.86212346e-02 -7.29503720e-02 1.62060682e-01 -1.89533006e-01
1.89331216e-01 3.80903138e-02]
[ 1.14019872e-01 -2.24355386e-01 3.28566303e-02 -6.89821173e-02
1.33181865e-01 -4.52765990e-02 5.95593835e-02 1.21990467e-01
7.25892620e-02 -2.34601565e-02]
[ -1.69224951e-01 -7.85189483e-02 -3.04700157e-01 -2.03950610e-02
-1.18670039e-02 6.98673723e-02 -2.10282276e-01 -2.79843544e-02
2.60038625e-01 -1.23851968e-01]
[ 7.02400671e-02 -2.60350226e-01 9.32141981e-02 3.86589205e-02
1.15294709e-01 -1.13241755e-01 5.61207959e-02 -9.90528190e-02
1.64618305e-02 1.36837832e-01]
[ -8.05912469e-02 7.15173440e-02 -1.58216565e-03 -1.57507518e-01
4.72122749e-02 2.40186860e-02 9.71256859e-02 -1.02508388e-01
-2.28216310e-02 -1.28261667e-01]
[ -1.06164647e-01 -4.21595013e-02 -6.77263977e-02 -3.79801142e-03
3.47988094e-01 9.96442870e-02 9.56357626e-03 -1.55161688e-02
-1.64884797e-01 -2.02528469e-01]
[ -1.55824558e-01 6.72401015e-03 6.25143672e-02 2.33822930e-02
-1.76156057e-01 -2.20341040e-01 -1.81181675e-01 -1.96925064e-01
8.84622627e-02 1.75987440e-01]
[ -2.23329818e-01 -1.75065467e-01 1.17233264e-01 2.66092195e-01
-1.07637014e-01 -8.15406351e-02 -9.22225891e-02 -2.55370384e-01
-2.14202140e-01 -3.82110747e-03]
[ 1.21906915e-01 -5.20274303e-02 -1.50708216e-02 1.28556495e-01
-3.50717517e-02 -8.87777594e-02 1.11838635e-01 4.54151200e-03
3.92007992e-02 2.98939099e-02]
[ 3.44131979e-02 -5.00134888e-02 -2.12572825e-01 1.44744114e-01
-3.77007854e-02 8.86418076e-02 -7.74687308e-02 -2.00284709e-02
-9.71605359e-02 -7.88899469e-03]
[ -1.25364578e-01 -6.30016933e-02 -2.05270463e-01 1.49771840e-01
-9.75205997e-04 1.36357255e-01 1.39798797e-02 -2.50403066e-01
6.35185568e-02 -2.05937879e-01]
[ -7.26979820e-02 -3.93055815e-02 2.74885339e-01 9.40117050e-02
1.36481177e-01 -6.03098547e-02 -1.21614516e-01 1.20546588e-01
6.69341810e-02 2.78035444e-02]
[ 4.84605755e-02 -3.08564024e-02 8.49532938e-02 8.22218143e-02
9.74892808e-02 -1.57412252e-02 2.59191976e-01 1.20391733e-01
-3.92033265e-02 -7.19079618e-02]
[ 2.00902439e-03 -1.63257888e-01 -2.92967400e-01 -5.64704107e-02
2.36073482e-01 -8.86242330e-02 1.84950859e-01 1.63919378e-01
1.01302730e-01 -3.71942427e-02]
[ 5.09616422e-02 1.72252134e-03 -1.18332651e-01 4.11584200e-02
-8.06702205e-02 3.24389295e-01 2.54671581e-01 2.05405490e-01
-1.65068943e-01 -6.02689509e-02]
[ 1.03302685e-02 -6.84626245e-03 1.24651687e-01 1.13681010e-01
-3.32890931e-02 1.03538919e-01 -1.69617980e-01 -4.06289005e-02
2.15838432e-01 8.67233390e-02]
[ 9.97965902e-02 5.71706677e-02 -5.21427522e-02 -1.15336585e-01
-6.55169588e-02 -3.25315586e-01 1.29753477e-01 8.07547911e-03
1.31697927e-01 7.60890069e-02]
[ -9.64071132e-02 1.86457044e-02 -1.44829581e-02 2.54077239e-02
9.41267726e-04 -2.03897836e-01 -9.72728388e-02 -1.96341538e-02
1.65681803e-02 1.31768338e-01]
[ -1.39315747e-01 -4.82380403e-02 -1.94982058e-01 2.70624399e-03
-2.72376797e-01 -6.53511585e-03 -2.73958176e-02 -2.30201340e-02
8.29474984e-03 7.02688896e-02]
[ -2.09016443e-02 -3.87196597e-02 -7.03043144e-02 -1.15533299e-01
4.95103757e-01 2.72315567e-01 5.11081606e-01 1.13845517e-01
-1.72540877e-01 -3.59870940e-01]
[ -6.72676105e-03 -3.24886626e-01 -2.50514660e-02 -6.10319572e-02
6.23926887e-01 9.73109067e-02 4.67248477e-01 9.22078652e-02
3.80616901e-02 -3.65903422e-01]
[ 1.87669269e-02 -3.86128309e-01 -3.93968934e-02 -9.79964331e-02
6.49441480e-01 2.08523147e-02 4.40709680e-01 4.93382665e-02
-3.54983749e-01 -2.06029486e-01]
[ -1.51918968e-01 -5.21736246e-01 -1.45298075e-03 -1.81538936e-01
6.99785728e-01 -9.69869408e-02 5.51913307e-01 -8.10900983e-02
-5.10383930e-02 1.01089400e-01]
[ -2.75410436e-01 -3.32642937e-01 6.14486196e-02 -3.17709258e-02
8.74819286e-01 1.37509894e-01 3.56115315e-01 4.87585073e-02
-7.69045757e-02 -1.19816032e-01]
[ -1.77526065e-01 -2.13789552e-01 2.61743936e-01 -2.11811651e-01
5.66691229e-01 -5.41291616e-02 5.99930660e-01 1.51802515e-02
-2.31625792e-01 2.33140233e-03]
[ -1.10694129e-01 -1.64669943e-01 -1.72264411e-01 -7.77087913e-02
4.16924192e-01 -2.37317707e-01 1.20665357e-01 1.70736379e-01
8.38681589e-03 -9.47769949e-02]
[ 1.26304098e-01 2.66941902e-01 1.70968080e-01 -6.96904132e-02
-1.41872364e-01 4.29509009e-02 -1.80069471e-01 2.84819697e-01
9.02491290e-02 1.94168285e-01]
[ 3.38816915e-01 2.79322172e-01 -8.88306553e-02 3.01661749e-01
-8.64576554e-01 -2.82788885e-01 -4.39840858e-01 1.77172345e-01
3.68509789e-01 -5.51537898e-02]
[ 5.37968802e-02 1.60690996e-01 2.55872712e-01 2.60964148e-01
-8.76293487e-02 -1.98604091e-01 -1.96762264e-01 -1.32287387e-01
-1.32035226e-01 -2.76916920e-01]
[ 2.65068297e-02 -4.47702797e-02 -1.16872231e-01 -5.04283207e-02
2.40494035e-01 4.06805885e-02 -1.49483339e-02 -1.84071401e-01
3.75558462e-02 2.12506534e-01]
[ -7.32736524e-04 -5.82558892e-02 -6.70263496e-02 -5.23062058e-02
-8.10814808e-03 -1.74816899e-01 9.33128551e-02 1.01812380e-02
3.63984225e-02 6.93250584e-03]
[ 1.98429314e-02 4.29694444e-02 2.40760272e-01 6.13648142e-02
-1.86682540e-01 -1.29707621e-01 1.40685617e-01 3.93033896e-02
-1.95798931e-01 9.73761081e-02]
[ 6.10865501e-02 7.23235667e-04 1.03178536e-01 -6.94171059e-03
-1.92979725e-01 7.46455950e-02 9.74000448e-02 -2.71275398e-01
-2.81317484e-02 -1.02458119e-01]
[ -2.35388437e-02 5.43999272e-02 7.89941095e-02 -4.66040204e-02
1.92638374e-02 1.87215838e-01 1.34076629e-01 1.17831920e-01
-3.39650057e-02 1.58343689e-01]
[ 2.09931875e-01 3.47658051e-02 2.36050860e-02 6.59672668e-02
1.03641135e-01 -1.69341982e-02 -1.27167449e-01 1.47631208e-01
-6.62853937e-02 -3.39127676e-02]
[ 2.84472692e-02 -5.45813457e-02 1.06917252e-02 2.18502013e-02
-3.47127418e-01 -1.16685238e-01 -1.68522796e-01 4.02798422e-02
1.05791356e-01 1.77431884e-01]
[ 2.04812956e-02 5.07877992e-01 1.09679288e-01 3.79355430e-01
-9.87791997e-01 -2.97028130e-01 -5.99707418e-01 -7.45207622e-02
2.59907587e-01 3.05099312e-01]
[ 1.73168584e-01 5.15999326e-01 6.01790743e-02 4.08327735e-01
-8.11950365e-01 -8.10319321e-02 -4.46982311e-01 1.50343737e-01
1.95165537e-01 4.82111057e-01]
[ 2.57500789e-01 2.91425555e-01 2.44617950e-01 1.39440311e-01
-3.87704414e-01 8.26066769e-02 -2.02937965e-01 1.62542235e-01
2.34378357e-01 7.31853761e-02]
[ -7.63673759e-02 2.07737480e-01 2.40352123e-01 1.14349194e-02
-2.09713812e-02 1.32552851e-01 -8.79676739e-02 -1.52853296e-02
-3.71791829e-02 4.67005110e-02]
[ -9.87448474e-02 -1.06661022e-02 2.45056611e-02 9.09004286e-02
-4.48108495e-02 1.17013215e-01 2.61744259e-01 2.02692596e-02
-2.76739843e-01 -9.55083432e-02]
[ -2.17487615e-01 -1.40459057e-02 -9.21294106e-02 -3.41760323e-01
1.72812132e-01 1.19229126e-01 9.55344862e-02 1.03738479e-01
-2.05754632e-01 3.48184107e-02]
[ 1.79434036e-02 -3.48413570e-01 -1.23475036e-01 -1.51558230e-01
3.41010959e-01 2.31132504e-02 1.50168757e-01 1.53215516e-01
-1.57182459e-01 -2.09537882e-01]
[ 1.44274633e-01 -1.59067961e-01 -1.40294259e-01 -4.67826251e-03
1.35536313e-01 -5.95188079e-02 -5.68387941e-03 -1.48800532e-01
1.30808018e-01 -1.10328040e-01]
[ -1.17672941e-01 1.47631663e-01 2.59088369e-01 -1.97054124e-02
1.59129571e-01 8.70497627e-02 -1.53387418e-02 -2.98511415e-01
-1.19871486e-01 -5.88483614e-02]
[ -3.54933081e-01 7.80698993e-02 9.18311937e-03 -3.70568634e-02
1.61172575e-01 -1.67492374e-01 -2.43043084e-02 2.34634342e-01
-9.83732523e-02 7.05750287e-02]
[ 1.49929333e-01 1.02109446e-01 -2.37610291e-01 -9.08029117e-02
1.12908558e-01 -2.92882422e-01 1.18370725e-02 -1.67878570e-01
-2.43984555e-03 -1.87928830e-01]
[ 2.07113415e-01 -1.55374377e-01 5.96597372e-02 -3.06953392e-02
8.78141623e-02 -2.94257263e-02 3.33074837e-03 -1.37306522e-01
1.05705100e-01 -1.86611149e-01]
[ -1.08328904e-01 -4.44521316e-02 1.19170523e-01 1.03333464e-01
4.93873431e-02 -1.10070986e-01 2.48445255e-01 -7.74823064e-02
1.81014192e-01 -8.92538689e-03]
[ 1.70184467e-02 -1.36351740e-01 2.12400162e-01 -2.22597358e-01
4.71537873e-02 1.07706541e-01 1.52543704e-02 -1.13457197e-01
3.51696165e-02 2.46328888e-01]]
[[ 0.54641439]
[ 1.40216324]
[ 0.26233767]
[ 0.79225932]
[-2.52261822]
[-0.27991514]
[-1.51528112]
[ 0.02467533]
[ 0.61545519]
[ 0.83083927]]
Progress: 20.1% ... Training loss: 0.309 ... Validation loss: 0.495[[ 1.62364746e-01 2.22917676e-01 -1.10174727e-01 1.07723047e-01
-5.19123149e-01 -7.03728099e-02 -6.79297497e-02 1.23827451e-01
-7.26071859e-02 1.92309480e-01]
[ 1.21620903e-02 1.61022704e-01 -2.12491676e-02 3.63687302e-02
1.09869108e-01 -4.26172501e-03 3.08244314e-01 4.10760420e-02
1.35990728e-01 -3.30728495e-02]
[ 1.88155785e-01 4.39297482e-01 2.43353940e-02 6.95460497e-02
1.29444303e-01 -4.90297268e-02 -5.27752622e-01 -3.54092518e-02
8.83903058e-02 3.19918658e-01]
[ -2.41757709e-02 -3.02646496e-01 -2.39529908e-01 2.69048465e-02
1.89703621e-03 1.65075015e-01 1.34832233e-01 5.57840301e-02
1.68045753e-02 1.08711154e-01]
[ -9.91904852e-03 1.52087473e-01 -1.48785851e-01 3.34416027e-02
1.09734498e-01 -1.76565505e-01 4.70015913e-02 -1.20166492e-01
-1.92568954e-01 6.68840950e-03]
[ -3.53868651e-01 -3.65187673e-01 -2.87729461e-01 1.53492405e-01
1.59370277e-01 4.54544810e-02 6.25396254e-02 -3.54380932e-02
-5.48998306e-03 2.46149168e-02]
[ -3.88320801e-04 -1.58401530e-01 1.13052373e-02 9.76408277e-02
-3.90914641e-02 -7.29457354e-02 1.61912487e-01 -1.89527827e-01
1.89388912e-01 3.81310655e-02]
[ 1.19169567e-01 -2.11300630e-01 3.54686430e-02 -6.09581229e-02
1.09310862e-01 -4.80155990e-02 4.56669587e-02 1.22243266e-01
7.86783956e-02 -1.55256201e-02]
[ -1.69121827e-01 -7.82367062e-02 -3.04664719e-01 -2.02272045e-02
-1.24194946e-02 6.97980435e-02 -2.10546801e-01 -2.79785280e-02
2.60160491e-01 -1.23694970e-01]
[ 7.40817961e-02 -2.50755016e-01 9.51568727e-02 4.45956131e-02
9.73698984e-02 -1.15248626e-01 4.56785819e-02 -9.88668087e-02
2.09764161e-02 1.42599726e-01]
[ -7.97765697e-02 7.33910156e-02 -1.16786817e-03 -1.56193888e-01
4.37582387e-02 2.35647822e-02 9.51072038e-02 -1.02465592e-01
-2.18572427e-02 -1.26913297e-01]
[ -1.05846302e-01 -4.18707387e-02 -6.74996035e-02 -3.06920373e-03
3.45967925e-01 9.94228942e-02 8.88880743e-03 -1.54957779e-02
-1.64422624e-01 -2.02011609e-01]
[ -1.55824834e-01 6.72361988e-03 6.25142089e-02 2.33818032e-02
-1.76154509e-01 -2.20340867e-01 -1.81181045e-01 -1.96925079e-01
8.84618856e-02 1.75986926e-01]
[ -2.23318900e-01 -1.75313655e-01 1.17264205e-01 2.66237125e-01
-1.08062760e-01 -8.15997030e-02 -9.20940692e-02 -2.55368933e-01
-2.14143511e-01 -3.77246455e-03]
[ 1.21530931e-01 -5.27543130e-02 -1.52483338e-02 1.27995616e-01
-3.32627519e-02 -8.85837454e-02 1.12813720e-01 4.52443139e-03
3.87676204e-02 2.93151388e-02]
[ 3.45385215e-02 -4.99162761e-02 -2.12527982e-01 1.44941122e-01
-3.80020389e-02 8.85664249e-02 -7.76241463e-02 -2.00227221e-02
-9.70022817e-02 -7.71915957e-03]
[ -1.25455169e-01 -6.36265766e-02 -2.05279094e-01 1.49742189e-01
-9.45316088e-04 1.36410093e-01 1.43269982e-02 -2.50405240e-01
6.34307579e-02 -2.06019862e-01]
[ -7.31910836e-02 -4.06566412e-02 2.74655816e-01 9.32975488e-02
1.38773632e-01 -6.00459006e-02 -1.20315422e-01 1.20523937e-01
6.63711364e-02 2.70556103e-02]
[ 4.90655405e-02 -2.93926531e-02 8.52911308e-02 8.31292729e-02
9.44643300e-02 -1.60060432e-02 2.57378653e-01 1.20422714e-01
-3.84772007e-02 -7.09793915e-02]
[ 3.86901226e-03 -1.58850920e-01 -2.92040494e-01 -5.36626579e-02
2.27775175e-01 -8.95288996e-02 1.80187401e-01 1.64006935e-01
1.03472329e-01 -3.45475899e-02]
[ 5.19313233e-02 3.89364347e-03 -1.17830410e-01 4.26782093e-02
-8.53476837e-02 3.23834540e-01 2.52025997e-01 2.05453567e-01
-1.63845862e-01 -5.87432142e-02]
[ 1.24702699e-02 -8.00753022e-04 1.25722809e-01 1.17057240e-01
-4.30821651e-02 1.02327610e-01 -1.75531408e-01 -4.05224291e-02
2.18297781e-01 9.01182611e-02]
[ 1.00161476e-01 5.80570036e-02 -5.19846209e-02 -1.14812392e-01
-6.71689447e-02 -3.25510631e-01 1.28768656e-01 8.09230605e-03
1.32078239e-01 7.66268649e-02]
[ -9.65709218e-02 1.81997466e-02 -1.45574496e-02 2.51784680e-02
1.68265569e-03 -2.03816815e-01 -9.68194611e-02 -1.96410156e-02
1.63907946e-02 1.31522234e-01]
[ -1.39293550e-01 -4.81547119e-02 -1.94980311e-01 2.74146479e-03
-2.72474220e-01 -6.54389107e-03 -2.74578163e-02 -2.30192976e-02
8.32157769e-03 7.02980720e-02]
[ -2.07736621e-02 -3.85025177e-02 -7.02535540e-02 -1.15355715e-01
4.94983774e-01 2.72260887e-01 5.10929737e-01 1.13852341e-01
-1.72391996e-01 -3.59704525e-01]
[ -7.14322669e-03 -3.25952259e-01 -2.52553215e-02 -6.16389105e-02
6.25811309e-01 9.75180014e-02 4.68362803e-01 9.21902496e-02
3.75837949e-02 -3.66517458e-01]
[ 1.88544355e-02 -3.86179088e-01 -3.93657293e-02 -9.78274327e-02
6.49127030e-01 2.07898247e-02 4.40727689e-01 4.93436930e-02
-3.54872617e-01 -2.05896052e-01]
[ -1.51845768e-01 -5.21699630e-01 -1.42743647e-03 -1.81407536e-01
6.99501415e-01 -9.70309252e-02 5.51797483e-01 -8.10862153e-02
-5.09432128e-02 1.01244974e-01]
[ -2.75347777e-01 -3.32507287e-01 6.14937953e-02 -3.16444717e-02
8.74658076e-01 1.37463792e-01 3.56060313e-01 4.87620586e-02
-7.68035484e-02 -1.19687440e-01]
[ -1.77592943e-01 -2.13969345e-01 2.61714841e-01 -2.11910637e-01
5.67007415e-01 -5.40937513e-02 6.00106630e-01 1.51772079e-02
-2.31699742e-01 2.23871195e-03]
[ -1.10760408e-01 -1.64776703e-01 -1.72277333e-01 -7.77581369e-02
4.17120774e-01 -2.37306417e-01 1.20794337e-01 1.70734651e-01
8.33599249e-03 -9.48365815e-02]
[ 1.26045810e-01 2.66274289e-01 1.70836572e-01 -7.00989220e-02
-1.40720699e-01 4.30891504e-02 -1.79344216e-01 2.84807383e-01
8.99388487e-02 1.93755613e-01]
[ 3.39448545e-01 2.81136653e-01 -8.84770349e-02 3.02702026e-01
-8.67346255e-01 -2.83117547e-01 -4.41689900e-01 1.77204434e-01
3.69208449e-01 -5.40764787e-02]
[ 5.41285505e-02 1.61489993e-01 2.56037976e-01 2.61453445e-01
-8.92492531e-02 -1.98759582e-01 -1.97746555e-01 -1.32272073e-01
-1.31660252e-01 -2.76373258e-01]
[ 2.68008357e-02 -4.40646165e-02 -1.16729669e-01 -4.99782353e-02
2.39295349e-01 4.05240457e-02 -1.57802200e-02 -1.84057469e-01
3.78772046e-02 2.12951362e-01]
[ -5.17686395e-04 -5.76943731e-02 -6.69264136e-02 -5.19779233e-02
-9.09083882e-03 -1.74953072e-01 9.26666559e-02 1.01914004e-02
3.66493969e-02 7.20400309e-03]
[ 2.09952841e-02 4.60951318e-02 2.41326231e-01 6.32155540e-02
-1.92490627e-01 -1.30322844e-01 1.37333456e-01 3.93616043e-02
-1.94419033e-01 9.92051120e-02]
[ 6.16089509e-02 1.91771603e-03 1.03423941e-01 -6.18816888e-03
-1.95240294e-01 7.43851792e-02 9.59004136e-02 -2.71253515e-01
-2.75595175e-02 -1.01647027e-01]
[ -2.35755024e-02 5.43954638e-02 7.89959510e-02 -4.66476061e-02
1.94669396e-02 1.87229420e-01 1.34192870e-01 1.17831156e-01
-3.39996362e-02 1.58259811e-01]
[ 2.10498775e-01 3.62456251e-02 2.39072623e-02 6.68402356e-02
1.00693502e-01 -1.72368454e-02 -1.28962002e-01 1.47655644e-01
-6.55999502e-02 -3.29653081e-02]
[ 2.87673823e-02 -5.38531287e-02 1.08396440e-02 2.23745826e-02
-3.48576866e-01 -1.16855786e-01 -1.69266904e-01 4.02961502e-02
1.06175260e-01 1.77894913e-01]
[ 2.04497309e-02 5.07410332e-01 1.09716159e-01 3.79378537e-01
-9.87961882e-01 -2.96958422e-01 -5.99037573e-01 -7.45203985e-02
2.59836708e-01 3.04802522e-01]
[ 1.74161281e-01 5.18010715e-01 6.06816023e-02 4.09791742e-01
-8.16629138e-01 -8.15879665e-02 -4.49636588e-01 1.50392121e-01
1.96412640e-01 4.83572665e-01]
[ 2.57724382e-01 2.92191646e-01 2.44749649e-01 1.39867380e-01
-3.89107384e-01 8.24586199e-02 -2.03655199e-01 1.62555988e-01
2.34673416e-01 7.36448857e-02]
[ -7.62065102e-02 2.08185794e-01 2.40423443e-01 1.16667162e-02
-2.16137416e-02 1.32475558e-01 -8.84205154e-02 -1.52782011e-02
-3.70060412e-02 4.69241529e-02]
[ -9.87860020e-02 -1.07623013e-02 2.44871228e-02 9.08454940e-02
-4.46084993e-02 1.17033752e-01 2.61867359e-01 2.02665146e-02
-2.76771228e-01 -9.56108535e-02]
[ -2.17390706e-01 -1.37931230e-02 -9.20897551e-02 -3.41634862e-01
1.72434635e-01 1.19184827e-01 9.52941876e-02 1.03742409e-01
-2.05648707e-01 3.49301964e-02]
[ 1.79756314e-02 -3.48294263e-01 -1.23454908e-01 -1.51502728e-01
3.40847345e-01 2.30940291e-02 1.50051416e-01 1.53217326e-01
-1.57136738e-01 -2.09477555e-01]
[ 1.45033474e-01 -1.57268835e-01 -1.39886828e-01 -3.33839835e-03
1.31706231e-01 -5.99713371e-02 -7.70409091e-03 -1.48758532e-01
1.31739884e-01 -1.09084883e-01]
[ -1.18556845e-01 1.45408754e-01 2.58698260e-01 -2.09492336e-02
1.63507486e-01 8.74989344e-02 -1.27987156e-02 -2.98548607e-01
-1.20843905e-01 -6.01341835e-02]
[ -3.54617350e-01 7.86709902e-02 9.34108231e-03 -3.66083684e-02
1.59618544e-01 -1.67635128e-01 -2.48746977e-02 2.34647823e-01
-9.80132964e-02 7.08877042e-02]
[ 1.51711072e-01 1.06179040e-01 -2.36656804e-01 -8.78768131e-02
1.03897511e-01 -2.93862254e-01 6.82491850e-03 -1.67787274e-01
-1.71247117e-04 -1.84986020e-01]
[ 2.06936563e-01 -1.55627081e-01 5.95811067e-02 -3.09051411e-02
8.84747232e-02 -2.93621520e-02 3.77849509e-03 -1.37312039e-01
1.05531925e-01 -1.86800444e-01]
[ -1.07397826e-01 -4.23975105e-02 1.19656380e-01 1.04727387e-01
4.56583912e-02 -1.10564696e-01 2.46138494e-01 -7.74372631e-02
1.82000787e-01 -7.54492760e-03]
[ 1.92662855e-02 -1.30643306e-01 2.13447771e-01 -2.19273476e-01
3.68419543e-02 1.06580628e-01 9.04127790e-03 -1.13357127e-01
3.77089648e-02 2.49551511e-01]]
[[ 0.57342207]
[ 1.42478244]
[ 0.28386336]
[ 0.81376125]
[-2.5026368 ]
[-0.26232828]
[-1.50029743]
[ 0.04624783]
[ 0.6398939 ]
[ 0.85741732]]
Progress: 20.1% ... Training loss: 0.311 ... Validation loss: 0.483[[ 1.59933412e-01 2.16284586e-01 -1.11464360e-01 1.04013787e-01
-5.07689338e-01 -6.91746871e-02 -6.14521560e-02 1.23612832e-01
-7.54971342e-02 1.88135588e-01]
[ 1.23035496e-02 1.61413877e-01 -2.11602807e-02 3.66305932e-02
1.09083720e-01 -4.32092549e-03 3.07748538e-01 4.10907792e-02
1.36180968e-01 -3.28211505e-02]
[ 1.85725936e-01 4.32994434e-01 2.30314545e-02 6.57150588e-02
1.40232093e-01 -4.77894297e-02 -5.21431046e-01 -3.56305200e-02
8.54018396e-02 3.15809535e-01]
[ -2.31472824e-02 -3.00533919e-01 -2.39009399e-01 2.86552764e-02
-3.42185466e-03 1.64619265e-01 1.32217499e-01 5.58673444e-02
1.82403448e-02 1.10561905e-01]
[ -1.16691866e-02 1.47179360e-01 -1.49746778e-01 3.05497013e-02
1.18348670e-01 -1.75772853e-01 5.21372236e-02 -1.20324640e-01
-1.94871241e-01 3.65731169e-03]
[ -3.54467188e-01 -3.66841426e-01 -2.88059026e-01 1.52621016e-01
1.62136728e-01 4.57342824e-02 6.41811536e-02 -3.54875030e-02
-6.20584168e-03 2.36555862e-02]
[ -3.47583950e-03 -1.66065886e-01 9.70862245e-03 9.29656239e-02
-2.50172833e-02 -7.14790757e-02 1.69761829e-01 -1.89792352e-01
1.85821372e-01 3.32800201e-02]
[ 1.18858139e-01 -2.12510803e-01 3.52621246e-02 -6.15379441e-02
1.10976500e-01 -4.78290649e-02 4.65826377e-02 1.22209238e-01
7.81926555e-02 -1.63584753e-02]
[ -1.70429973e-01 -8.14747782e-02 -3.05275447e-01 -2.21051250e-02
-6.64041373e-03 7.03651780e-02 -2.07096216e-01 -2.80829306e-02
2.58720007e-01 -1.25684035e-01]
[ 7.02360391e-02 -2.60665170e-01 9.31324209e-02 3.87384351e-02
1.14872337e-01 -1.13401256e-01 5.56250377e-02 -9.92028181e-02
1.64395587e-02 1.36308351e-01]
[ -8.08094937e-02 7.07677998e-02 -1.67442440e-03 -1.57720156e-01
4.85960241e-02 2.40341564e-02 9.78207734e-02 -1.02548574e-01
-2.30341664e-02 -1.28591386e-01]
[ -1.06273250e-01 -4.31037245e-02 -6.77120219e-02 -3.69009193e-03
3.47913050e-01 9.96062803e-02 1.00859162e-02 -1.55291511e-02
-1.64918466e-01 -2.02674442e-01]
[ -1.55824834e-01 6.72361988e-03 6.25142089e-02 2.33818032e-02
-1.76154509e-01 -2.20340867e-01 -1.81181045e-01 -1.96925079e-01
8.84618856e-02 1.75986926e-01]
[ -2.23810070e-01 -1.76449419e-01 1.17016735e-01 2.65501830e-01
-1.05794878e-01 -8.13614758e-02 -9.07420599e-02 -2.55410310e-01
-2.14731092e-01 -4.56267698e-03]
[ 1.21367319e-01 -5.31166384e-02 -1.53272102e-02 1.27763933e-01
-3.25683813e-02 -8.85189394e-02 1.13161485e-01 4.51138775e-03
3.85853655e-02 2.90760202e-02]
[ 3.39471967e-02 -5.15343752e-02 -2.12858518e-01 1.44096700e-01
-3.53078273e-02 8.88358842e-02 -7.61016041e-02 -2.00710770e-02
-9.76814322e-02 -8.65974486e-03]
[ -1.25178336e-01 -6.30382624e-02 -2.05160765e-01 1.49940537e-01
-1.22110703e-03 1.36315278e-01 1.36596557e-02 -2.50390152e-01
6.36622555e-02 -2.05729853e-01]
[ -7.47667523e-02 -4.46372438e-02 2.73850428e-01 9.10859128e-02
1.45346433e-01 -5.93182047e-02 -1.16322835e-01 1.20391573e-01
6.46465357e-02 2.46890908e-02]
[ 4.79612373e-02 -3.20160554e-02 8.47468394e-02 8.15230288e-02
9.88818022e-02 -1.54995078e-02 2.59974931e-01 1.20336930e-01
-3.97220445e-02 -7.27266533e-02]
[ 3.92334554e-03 -1.58726761e-01 -2.92005399e-01 -5.35518670e-02
2.27522499e-01 -8.95572594e-02 1.79956983e-01 1.64013869e-01
1.03535158e-01 -3.44576042e-02]
[ 5.11948090e-02 1.85575436e-03 -1.18264865e-01 4.14298744e-02
-8.19882229e-02 3.24236885e-01 2.54156408e-01 2.05377703e-01
-1.64860758e-01 -6.01041372e-02]
[ 1.26639494e-02 -4.98991103e-04 1.25817681e-01 1.17312231e-01
-4.34957003e-02 1.02234686e-01 -1.75885487e-01 -4.05063898e-02
2.18518838e-01 9.03419990e-02]
[ 9.94864951e-02 5.65747252e-02 -5.23061895e-02 -1.15767836e-01
-6.42100121e-02 -3.25212469e-01 1.30511517e-01 8.03813301e-03
1.31368849e-01 7.56141734e-02]
[ -9.69804182e-02 1.70463835e-02 -1.47311319e-02 2.45928761e-02
3.46200992e-03 -2.03654798e-01 -9.57544194e-02 -1.96732642e-02
1.59274537e-02 1.30900457e-01]
[ -1.39376955e-01 -4.85415788e-02 -1.95035765e-01 2.59165076e-03
-2.71991353e-01 -6.49691191e-03 -2.70983394e-02 -2.30265151e-02
8.20262888e-03 7.01411330e-02]
[ -2.12938370e-02 -3.96983541e-02 -7.05105221e-02 -1.16095488e-01
4.97187418e-01 2.72498158e-01 5.12197645e-01 1.13811091e-01
-1.72970519e-01 -3.60481553e-01]
[ -7.75017522e-03 -3.27303506e-01 -2.55610201e-02 -6.25029029e-02
6.28498123e-01 9.78045543e-02 4.69884488e-01 9.21402206e-02
3.69226214e-02 -3.67436620e-01]
[ 1.87118685e-02 -3.86695713e-01 -3.94469102e-02 -9.80782359e-02
6.49768590e-01 2.08703643e-02 4.41260402e-01 4.93293979e-02
-3.55072896e-01 -2.06162404e-01]
[ -1.52023880e-01 -5.22088051e-01 -1.51647390e-03 -1.81660943e-01
7.00268189e-01 -9.69587497e-02 5.52151027e-01 -8.10998759e-02
-5.11382211e-02 1.00978657e-01]
[ -2.75622973e-01 -3.33239064e-01 6.13622813e-02 -3.20289870e-02
8.75602707e-01 1.37587132e-01 3.56755936e-01 4.87406787e-02
-7.71087851e-02 -1.20094767e-01]
[ -1.78060946e-01 -2.15093493e-01 2.61489300e-01 -2.12580011e-01
5.68980354e-01 -5.38814218e-02 6.01208395e-01 1.51398273e-02
-2.32221556e-01 1.55085577e-03]
[ -1.10767833e-01 -1.64779713e-01 -1.72285560e-01 -7.77724084e-02
4.17183643e-01 -2.37301750e-01 1.20806238e-01 1.70733885e-01
8.32948537e-03 -9.48494993e-02]
[ 1.25713237e-01 2.65595866e-01 1.70676079e-01 -7.05764397e-02
-1.39205601e-01 4.32449000e-02 -1.78488931e-01 2.84779520e-01
8.95993642e-02 1.93237642e-01]
[ 3.38452318e-01 2.78178496e-01 -8.90735156e-02 3.01097113e-01
-8.62834581e-01 -2.82580439e-01 -4.38843321e-01 1.77104060e-01
3.67912475e-01 -5.58024570e-02]
[ 5.37999178e-02 1.60637961e-01 2.55868713e-01 2.60950039e-01
-8.76905712e-02 -1.98612500e-01 -1.96966997e-01 -1.32301293e-01
-1.32053254e-01 -2.76921728e-01]
[ 2.64346225e-02 -4.50197833e-02 -1.16903708e-01 -5.04983987e-02
2.40839136e-01 4.06915123e-02 -1.47735685e-02 -1.84086494e-01
3.74630765e-02 2.12378951e-01]
[ -5.97590108e-04 -5.79157927e-02 -6.69432861e-02 -5.20302394e-02
-8.88412201e-03 -1.74911059e-01 9.28181099e-02 1.01879993e-02
3.66023469e-02 7.14176263e-03]
[ 2.04620913e-02 4.47425814e-02 2.41038114e-01 6.23808150e-02
-1.89983382e-01 -1.30062858e-01 1.38827639e-01 3.93153232e-02
-1.95063177e-01 9.83497086e-02]
[ 6.13286570e-02 1.25600108e-03 1.03279836e-01 -6.62691336e-03
-1.93912532e-01 7.45139747e-02 9.66748611e-02 -2.71274456e-01
-2.79076347e-02 -1.02108334e-01]
[ -2.39181880e-02 5.35925913e-02 7.88002863e-02 -4.71683708e-02
2.09019035e-02 1.87391831e-01 1.35026142e-01 1.17801502e-01
-3.43999611e-02 1.57629056e-01]
[ 2.09858133e-01 3.46881652e-02 2.35928783e-02 6.58867727e-02
1.03524765e-01 -1.69562627e-02 -1.27415613e-01 1.47604097e-01
-6.63462412e-02 -3.39476122e-02]
[ 2.89324921e-02 -5.33659321e-02 1.09221446e-02 2.26317662e-02
-3.49395828e-01 -1.16948426e-01 -1.69748260e-01 4.03078004e-02
1.06367317e-01 1.78163365e-01]
[ 2.07095283e-02 5.07783552e-01 1.09883018e-01 3.79670674e-01
-9.88537308e-01 -2.97065238e-01 -5.99541860e-01 -7.45000456e-02
2.60113305e-01 3.05154535e-01]
[ 1.74651648e-01 5.19072707e-01 6.09277865e-02 4.10473377e-01
-8.18333877e-01 -8.18169579e-02 -4.50796556e-01 1.50432907e-01
1.96953938e-01 4.84224302e-01]
[ 2.57458222e-01 2.91679301e-01 2.44631916e-01 1.39501498e-01
-3.87970560e-01 8.25565023e-02 -2.03057728e-01 1.62536232e-01
2.34387560e-01 7.32591206e-02]
[ -7.62139743e-02 2.08148605e-01 2.40408595e-01 1.16409894e-02
-2.15393848e-02 1.32484435e-01 -8.83668980e-02 -1.52797105e-02
-3.70246734e-02 4.68977066e-02]
[ -9.86869584e-02 -1.05002919e-02 2.45358603e-02 9.10008604e-02
-4.50811280e-02 1.16982487e-01 2.61530864e-01 2.02751295e-02
-2.76647628e-01 -9.54619697e-02]
[ -2.17500491e-01 -1.40936101e-02 -9.21463844e-02 -3.41792950e-01
1.72990264e-01 1.19235478e-01 9.55875560e-02 1.03733589e-01
-2.05770103e-01 3.47600901e-02]
[ 1.81378847e-02 -3.48044156e-01 -1.23395818e-01 -1.51261523e-01
3.40221217e-01 2.30183906e-02 1.49673241e-01 1.53230708e-01
-1.56956971e-01 -2.09254716e-01]
[ 1.43191660e-01 -1.62238886e-01 -1.40900323e-01 -6.11105156e-03
1.39813272e-01 -5.90580406e-02 -2.83478166e-03 -1.48928635e-01
1.29536211e-01 -1.12125420e-01]
[ -1.18853370e-01 1.44556979e-01 2.58556880e-01 -2.14069988e-02
1.65315297e-01 8.76276685e-02 -1.19136076e-02 -2.98569865e-01
-1.21203840e-01 -6.06680192e-02]
[ -3.56036019e-01 7.52010431e-02 8.63085781e-03 -3.87303112e-02
1.65944504e-01 -1.66983529e-01 -2.14129509e-02 2.34530433e-01
-9.96468845e-02 6.87052774e-02]
[ 1.50472379e-01 1.03048568e-01 -2.37291633e-01 -8.96879740e-02
1.09398837e-01 -2.93319055e-01 1.00945332e-02 -1.67888896e-01
-1.64496728e-03 -1.86893170e-01]
[ 2.05871096e-01 -1.58121922e-01 5.90619577e-02 -3.24509449e-02
9.29176612e-02 -2.88688376e-02 6.66861284e-03 -1.37395073e-01
1.04327259e-01 -1.88451397e-01]
[ -1.07459390e-01 -4.27646209e-02 1.19626173e-01 1.04488363e-01
4.66607490e-02 -1.10499594e-01 2.46287595e-01 -7.74481323e-02
1.81936885e-01 -7.67494910e-03]
[ 1.98833903e-02 -1.29125466e-01 2.13753629e-01 -2.18329461e-01
3.39398705e-02 1.06285512e-01 7.37341472e-03 -1.13305216e-01
3.84388249e-02 2.50364139e-01]]
[[ 0.55138792]
[ 1.40496399]
[ 0.26445657]
[ 0.79169049]
[-2.52513838]
[-0.27809251]
[-1.52022989]
[ 0.02761446]
[ 0.61906603]
[ 0.83696334]]
Progress: 20.1% ... Training loss: 0.309 ... Validation loss: 0.494[[ 1.63035278e-01 2.23215495e-01 -1.09940307e-01 1.08639483e-01
-5.21838616e-01 -7.06886999e-02 -6.92780193e-02 1.23776201e-01
-7.19236357e-02 1.92791744e-01]
[ 1.22408488e-02 1.61214189e-01 -2.11808615e-02 3.65691456e-02
1.09395930e-01 -4.31156010e-03 3.07922078e-01 4.10891347e-02
1.36138270e-01 -3.28912167e-02]
[ 1.87230505e-01 4.36499218e-01 2.36734969e-02 6.75116218e-02
1.33183165e-01 -4.82989074e-02 -5.25395226e-01 -3.55616849e-02
8.69152227e-02 3.17437395e-01]
[ -2.19954594e-02 -2.97517696e-01 -2.38340589e-01 3.06018946e-02
-7.57648430e-03 1.63842717e-01 1.28461373e-01 5.59242725e-02
1.95359606e-02 1.12792760e-01]
[ -1.11056338e-02 1.47505777e-01 -1.49458410e-01 3.10243540e-02
1.15615928e-01 -1.75740272e-01 5.13815610e-02 -1.20301134e-01
-1.94278985e-01 4.02738362e-03]
[ -3.53163058e-01 -3.64546811e-01 -2.87410373e-01 1.54662007e-01
1.56093683e-01 4.50464956e-02 6.13657216e-02 -3.54164098e-02
-4.61470777e-03 2.57622325e-02]
[ -1.93895385e-03 -1.63316035e-01 1.04092027e-02 9.50156712e-02
-3.08821959e-02 -7.21294494e-02 1.66303686e-01 -1.89718161e-01
1.87471163e-01 3.53064215e-02]
[ 1.21046441e-01 -2.07657954e-01 3.63597217e-02 -5.81431561e-02
1.00340562e-01 -4.89840538e-02 4.09340476e-02 1.22327313e-01
8.07508273e-02 -1.29397660e-02]
[ -1.70113436e-01 -8.10196273e-02 -3.05055889e-01 -2.16162668e-02
-8.16499475e-03 7.02012989e-02 -2.07823587e-01 -2.80662522e-02
2.59026441e-01 -1.25206279e-01]
[ 7.32734638e-02 -2.55426005e-01 9.46225225e-02 4.31682529e-02
1.00716502e-01 -1.14889651e-01 4.85305013e-02 -9.90420453e-02
1.99044620e-02 1.40747342e-01]
[ -7.84553592e-02 7.61408939e-02 -5.51721658e-04 -1.54198054e-01
3.85727276e-02 2.28604065e-02 9.19983358e-02 -1.02428977e-01
-2.03699829e-02 -1.24991018e-01]
[ -1.06318954e-01 -4.33635166e-02 -6.76584375e-02 -3.66732720e-03
3.48023706e-01 9.96113960e-02 1.03533546e-02 -1.55294849e-02
-1.64942022e-01 -2.02684287e-01]
[ -1.55824834e-01 6.72361988e-03 6.25142089e-02 2.33818032e-02
-1.76154509e-01 -2.20340867e-01 -1.81181045e-01 -1.96925079e-01
8.84618856e-02 1.75986926e-01]
[ -2.23351499e-01 -1.75636163e-01 1.17275546e-01 2.66281382e-01
-1.08187019e-01 -8.16285377e-02 -9.18585034e-02 -2.55383656e-01
-2.14141839e-01 -3.80007189e-03]
[ 1.21693812e-01 -5.26284987e-02 -1.51607715e-02 1.28278565e-01
-3.39781668e-02 -8.86948437e-02 1.12598193e-01 4.52881497e-03
3.89889122e-02 2.96136401e-02]
[ 3.45942972e-02 -5.00833532e-02 -2.12579366e-01 1.44968118e-01
-3.79032311e-02 8.85434100e-02 -7.76914951e-02 -2.00397517e-02
-9.69825267e-02 -7.70997586e-03]
[ -1.25273304e-01 -6.32892580e-02 -2.05199100e-01 1.49834686e-01
-7.14010803e-04 1.36365532e-01 1.40088556e-02 -2.50392450e-01
6.35622867e-02 -2.05833856e-01]
[ -7.33248182e-02 -4.20020116e-02 2.74524295e-01 9.30694331e-02
1.39398255e-01 -5.99534973e-02 -1.19617170e-01 1.20462273e-01
6.62540083e-02 2.66277274e-02]
[ 4.79423130e-02 -3.22375382e-02 8.47332435e-02 8.14202865e-02
9.90415349e-02 -1.54489893e-02 2.60049727e-01 1.20333738e-01
-3.97829629e-02 -7.28431915e-02]
[ 4.72566197e-03 -1.57052777e-01 -2.91635597e-01 -5.23552395e-02
2.23868118e-01 -8.99670837e-02 1.78008593e-01 1.64054071e-01
1.04391489e-01 -3.32551612e-02]
[ 5.21115699e-02 4.02497191e-03 -1.17780338e-01 4.29034021e-02
-8.66782101e-02 3.23733549e-01 2.51623676e-01 2.05428814e-01
-1.63713750e-01 -5.86169430e-02]
[ 1.30189108e-02 3.82311919e-04 1.25994047e-01 1.17844696e-01
-4.50638384e-02 1.02052073e-01 -1.76767743e-01 -4.04868080e-02
2.18890011e-01 9.08836425e-02]
[ 9.97938396e-02 5.72972940e-02 -5.21566150e-02 -1.15313858e-01
-6.54215935e-02 -3.25369942e-01 1.29662479e-01 8.05343741e-03
1.31700969e-01 7.60934898e-02]
[ -9.67436306e-02 1.75743390e-02 -1.46176575e-02 2.49461310e-02
2.33248019e-03 -2.03787208e-01 -9.64163409e-02 -1.96609905e-02
1.61881635e-02 1.31266934e-01]
[ -1.39409477e-01 -4.90793130e-02 -1.94989459e-01 2.61595408e-03
-2.72127533e-01 -6.49832299e-03 -2.67335706e-02 -2.30255674e-02
8.20252689e-03 7.01254832e-02]
[ -2.11451797e-02 -3.94264542e-02 -7.04260378e-02 -1.15819932e-01
4.96343062e-01 2.72399753e-01 5.11932523e-01 1.13820698e-01
-1.72757998e-01 -3.60236022e-01]
[ -7.43997571e-03 -3.26737420e-01 -2.54094681e-02 -6.20444334e-02
6.27267251e-01 9.76473688e-02 4.69135830e-01 9.21562029e-02
3.72681341e-02 -3.66971677e-01]
[ 1.88170420e-02 -3.86747851e-01 -3.93995189e-02 -9.79374154e-02
6.49512996e-01 2.08164883e-02 4.41117525e-01 4.93344072e-02
-3.54949122e-01 -2.06012494e-01]
[ -1.51694718e-01 -5.21803535e-01 -1.34989693e-03 -1.81119206e-01
6.98857530e-01 -9.71417456e-02 5.51568386e-01 -8.10814552e-02
-5.07303814e-02 1.01566657e-01]
[ -2.75789811e-01 -3.33593564e-01 6.12821072e-02 -3.22638351e-02
8.76331492e-01 1.37669082e-01 3.57138056e-01 4.87323838e-02
-7.72898846e-02 -1.20336318e-01]
[ -1.78139476e-01 -2.15248040e-01 2.61469374e-01 -2.12638784e-01
5.69306503e-01 -5.38578315e-02 6.01485310e-01 1.51374199e-02
-2.32297727e-01 1.51245445e-03]
[ -1.10655841e-01 -1.64755166e-01 -1.72235599e-01 -7.76025193e-02
4.16666580e-01 -2.37364236e-01 1.20684191e-01 1.70740370e-01
8.47089725e-03 -9.46704350e-02]
[ 1.26310672e-01 2.67169926e-01 1.70960109e-01 -6.97051525e-02
-1.41854490e-01 4.29424264e-02 -1.80128717e-01 2.84809215e-01
9.02652382e-02 1.94160047e-01]
[ 3.38922033e-01 2.79438725e-01 -8.88474270e-02 3.01811601e-01
-8.64719233e-01 -2.82823237e-01 -4.40210261e-01 1.77126839e-01
3.68444981e-01 -5.50673178e-02]
[ 5.36297814e-02 1.60223700e-01 2.55789894e-01 2.60711058e-01
-8.68473226e-02 -1.98519648e-01 -1.96480149e-01 -1.32310260e-01
-1.32255579e-01 -2.77182401e-01]
[ 2.65359825e-02 -4.48872165e-02 -1.16854593e-01 -5.03396287e-02
2.40313098e-01 4.06356960e-02 -1.50246031e-02 -1.84080599e-01
3.75857871e-02 2.12539904e-01]
[ 2.22331558e-04 -5.59813491e-02 -6.65513338e-02 -5.08528321e-02
-1.25737407e-02 -1.75310396e-01 9.05770600e-02 1.02292644e-02
3.74672325e-02 8.36529767e-03]
[ 2.09321017e-02 4.58585879e-02 2.41278793e-01 6.31163858e-02
-1.92357571e-01 -1.30299674e-01 1.37447463e-01 3.93415572e-02
-1.94502789e-01 9.90851763e-02]
[ 6.22401920e-02 3.58679452e-03 1.03724494e-01 -5.21585286e-03
-1.98215142e-01 7.40199975e-02 9.41811551e-02 -2.71226509e-01
-2.68209805e-02 -1.00662239e-01]
[ -2.35620808e-02 5.44319696e-02 7.89711147e-02 -4.66765290e-02
1.92420419e-02 1.87232424e-01 1.34195914e-01 1.17818524e-01
-3.40379200e-02 1.58135344e-01]
[ 2.09432912e-01 3.35198026e-02 2.33631253e-02 6.51518567e-02
1.05555141e-01 -1.67246589e-02 -1.26275930e-01 1.47578129e-01
-6.69133377e-02 -3.46947721e-02]
[ 2.84215967e-02 -5.46134553e-02 1.06793615e-02 2.18840539e-02
-3.47065242e-01 -1.16704988e-01 -1.68338782e-01 4.02830196e-02
1.05794063e-01 1.77381605e-01]
[ 2.15845172e-02 5.08712883e-01 1.10326383e-01 3.80769178e-01
-9.92003026e-01 -2.97358864e-01 -6.00857362e-01 -7.44589092e-02
2.61039932e-01 3.06190472e-01]
[ 1.74868486e-01 5.19482797e-01 6.10495463e-02 4.10830477e-01
-8.19533329e-01 -8.19174834e-02 -4.51342479e-01 1.50445974e-01
1.97245829e-01 4.84582739e-01]
[ 2.58080191e-01 2.93286313e-01 2.44956402e-01 1.40493235e-01
-3.91149082e-01 8.22067490e-02 -2.04805827e-01 1.62571938e-01
2.35135424e-01 7.42312010e-02]
[ -7.62989485e-02 2.07926489e-01 2.40378018e-01 1.15393654e-02
-2.12814224e-02 1.32513170e-01 -8.81976206e-02 -1.52823275e-02
-3.71010728e-02 4.68056308e-02]
[ -9.86449069e-02 -1.03826444e-02 2.45516441e-02 9.10629330e-02
-4.52735036e-02 1.16964618e-01 2.61381997e-01 2.02771058e-02
-2.76597295e-01 -9.54036308e-02]
[ -2.17129951e-01 -1.31634432e-02 -9.19735431e-02 -3.41247656e-01
1.71412557e-01 1.19046829e-01 9.45879818e-02 1.03751977e-01
-2.05345221e-01 3.53057134e-02]
[ 1.80626786e-02 -3.48407017e-01 -1.23432950e-01 -1.51371590e-01
3.40593810e-01 2.30551895e-02 1.49981613e-01 1.53227164e-01
-1.57042811e-01 -2.09391332e-01]
[ 1.44663539e-01 -1.58972996e-01 -1.40170422e-01 -3.81706027e-03
1.33089298e-01 -5.98154026e-02 -6.89927059e-03 -1.48849465e-01
1.31259899e-01 -1.09796132e-01]
[ -1.18066365e-01 1.46027224e-01 2.58955749e-01 -2.01496338e-02
1.61659896e-01 8.71884181e-02 -1.36669562e-02 -2.98525603e-01
-1.20268923e-01 -5.94203547e-02]
[ -3.54458214e-01 7.83586492e-02 9.39479986e-03 -3.65153510e-02
1.59090426e-01 -1.67686164e-01 -2.48804214e-02 2.34608614e-01
-9.78658220e-02 7.08571079e-02]
[ 1.50441610e-01 1.02518265e-01 -2.37277170e-01 -8.97851954e-02
1.09435154e-01 -2.93250678e-01 1.04549070e-02 -1.67891378e-01
-1.69354885e-03 -1.86968283e-01]
[ 2.05969100e-01 -1.58455026e-01 5.90944445e-02 -3.24072155e-02
9.30799741e-02 -2.89149443e-02 6.66096340e-03 -1.37393254e-01
1.04376810e-01 -1.88417042e-01]
[ -1.06403442e-01 -4.02889066e-02 1.20154877e-01 1.06144323e-01
4.15456877e-02 -1.11092170e-01 2.43454165e-01 -7.73895481e-02
1.83154855e-01 -5.96046865e-03]
[ 2.02693732e-02 -1.28279048e-01 2.13951652e-01 -2.17723559e-01
3.20212793e-02 1.06098037e-01 6.48989346e-03 -1.13284714e-01
3.88857497e-02 2.50991148e-01]]
[[ 0.57246191]
[ 1.42497497]
[ 0.28470286]
[ 0.81430871]
[-2.50624106]
[-0.25931168]
[-1.49911603]
[ 0.04831738]
[ 0.64140909]
[ 0.86080894]]
Progress: 20.2% ... Training loss: 0.312 ... Validation loss: 0.487[[ 1.61368040e-01 2.19280035e-01 -1.10872173e-01 1.06150390e-01
-5.14464082e-01 -6.99559765e-02 -6.52227189e-02 1.23626762e-01
-7.38744623e-02 1.90108264e-01]
[ 1.20440251e-02 1.60946098e-01 -2.13037569e-02 3.62360519e-02
1.10555407e-01 -4.24133214e-03 3.08290528e-01 4.10681123e-02
1.35878433e-01 -3.31965540e-02]
[ 1.85879506e-01 4.33890245e-01 2.26069009e-02 6.44662442e-02
1.41386304e-01 -4.74378640e-02 -5.23117404e-01 -3.57279003e-02
8.47084537e-02 3.14994460e-01]
[ -2.35971169e-02 -3.01295677e-01 -2.38996889e-01 2.83322499e-02
-7.27142366e-04 1.64668068e-01 1.32426658e-01 5.57956411e-02
1.77892820e-02 1.10705329e-01]
[ -8.13724475e-03 1.52495424e-01 -1.47858875e-01 3.55656817e-02
1.00701057e-01 -1.77103417e-01 4.46300200e-02 -1.20049129e-01
-1.90764484e-01 8.50934076e-03]
[ -3.53857267e-01 -3.66664622e-01 -2.87652224e-01 1.54023478e-01
1.58211141e-01 4.52216566e-02 6.37693350e-02 -3.54624513e-02
-5.22901351e-03 2.47934513e-02]
[ -2.38237688e-03 -1.64072996e-01 1.02107827e-02 9.44508279e-02
-2.95743830e-02 -7.19526127e-02 1.67067509e-01 -1.89748312e-01
1.87038207e-01 3.46009641e-02]
[ 1.18376105e-01 -2.14505538e-01 3.49068951e-02 -6.23312629e-02
1.12340545e-01 -4.77382534e-02 4.81060320e-02 1.22083409e-01
7.75686257e-02 -1.71224512e-02]
[ -1.70123478e-01 -8.10388059e-02 -3.05044175e-01 -2.16146026e-02
-7.98849341e-03 7.02222152e-02 -2.07721937e-01 -2.80653106e-02
2.59008322e-01 -1.25121810e-01]
[ 6.95197073e-02 -2.64213611e-01 9.26835995e-02 3.77460695e-02
1.16831123e-01 -1.13267405e-01 5.81575760e-02 -9.93615630e-02
1.55928970e-02 1.35088520e-01]
[ -7.86658747e-02 7.53754879e-02 -5.81117621e-04 -1.54339708e-01
3.87527755e-02 2.28876888e-02 9.29101602e-02 -1.02440245e-01
-2.04653477e-02 -1.25265090e-01]
[ -1.06172692e-01 -4.35520386e-02 -6.75715029e-02 -3.49330483e-03
3.47330792e-01 9.95805827e-02 1.02555256e-02 -1.55178534e-02
-1.64782675e-01 -2.02523849e-01]
[ -1.55824834e-01 6.72361988e-03 6.25142089e-02 2.33818032e-02
-1.76154509e-01 -2.20340867e-01 -1.81181045e-01 -1.96925079e-01
8.84618856e-02 1.75986926e-01]
[ -2.23263818e-01 -1.75597212e-01 1.17373350e-01 2.66556829e-01
-1.08882711e-01 -8.17267712e-02 -9.18110184e-02 -2.55369447e-01
-2.13933825e-01 -3.63539124e-03]
[ 1.21241272e-01 -5.39823337e-02 -1.53541969e-02 1.27754747e-01
-3.27563902e-02 -8.85356740e-02 1.14110981e-01 4.49342729e-03
3.85199433e-02 2.89000517e-02]
[ 3.39332816e-02 -5.16913280e-02 -2.12890475e-01 1.44098934e-01
-3.48105211e-02 8.88040694e-02 -7.60446267e-02 -2.00923731e-02
-9.77121823e-02 -8.62309639e-03]
[ -1.25552572e-01 -6.37477335e-02 -2.05298082e-01 1.49428285e-01
1.48254407e-04 1.36500550e-01 1.45186434e-02 -2.50412717e-01
6.33182151e-02 -2.06192176e-01]
[ -7.38566214e-02 -4.32500788e-02 2.74251012e-01 9.23485673e-02
1.41618951e-01 -5.97336935e-02 -1.18190777e-01 1.20418994e-01
6.56311799e-02 2.58035621e-02]
[ 4.83828501e-02 -3.11234390e-02 8.49386078e-02 8.20761851e-02
9.68791514e-02 -1.56685978e-02 2.58742635e-01 1.20371728e-01
-3.92691837e-02 -7.22918110e-02]
[ 4.34380683e-03 -1.58274954e-01 -2.91919237e-01 -5.31485159e-02
2.25822837e-01 -8.97721644e-02 1.79080229e-01 1.64007620e-01
1.03802014e-01 -3.39582389e-02]
[ 5.09960314e-02 1.23001958e-03 -1.18339244e-01 4.12548354e-02
-8.19388547e-02 3.24248352e-01 2.54609201e-01 2.05335289e-01
-1.65007001e-01 -6.03504679e-02]
[ 1.24591643e-02 -1.01413402e-03 1.25682482e-01 1.16968139e-01
-4.22801364e-02 1.02323724e-01 -1.75112410e-01 -4.05376824e-02
2.18252979e-01 9.00766426e-02]
[ 9.98677672e-02 5.76230130e-02 -5.20841730e-02 -1.15154327e-01
-6.56110534e-02 -3.25384357e-01 1.29388385e-01 8.06271110e-03
1.31787033e-01 7.62708402e-02]
[ -9.72567317e-02 1.63189563e-02 -1.48739349e-02 2.42112315e-02
4.42166684e-03 -2.03558614e-01 -9.51215703e-02 -1.97047811e-02
1.56293529e-02 1.30549409e-01]
[ -1.39334764e-01 -4.89623058e-02 -1.94959266e-01 2.70883076e-03
-2.72442653e-01 -6.53196958e-03 -2.68619014e-02 -2.30199990e-02
8.29118105e-03 7.02299385e-02]
[ -2.18652272e-02 -4.12199044e-02 -7.07760605e-02 -1.16870323e-01
4.99523976e-01 2.72726852e-01 5.13818494e-01 1.13759434e-01
-1.73560322e-01 -3.61313611e-01]
[ -7.58245271e-03 -3.27114449e-01 -2.54509679e-02 -6.21659090e-02
6.27534363e-01 9.76856546e-02 4.69604431e-01 9.21475879e-02
3.71440305e-02 -3.67190964e-01]
[ 1.85709923e-02 -3.87243573e-01 -3.95318667e-02 -9.83215858e-02
6.50728913e-01 2.09374682e-02 4.41818618e-01 4.93119465e-02
-3.55245788e-01 -2.06416104e-01]
[ -1.51625175e-01 -5.21695426e-01 -1.31137897e-03 -1.81002270e-01
6.98525396e-01 -9.71743986e-02 5.51479114e-01 -8.10748931e-02
-5.06344126e-02 1.01667665e-01]
[ -2.75807072e-01 -3.33729033e-01 6.12845290e-02 -3.22306246e-02
8.76422848e-01 1.37656072e-01 3.57290894e-01 4.87330138e-02
-7.73082716e-02 -1.20304654e-01]
[ -1.78591440e-01 -2.16522386e-01 2.61270626e-01 -2.13226316e-01
5.70974407e-01 -5.36935694e-02 6.02723697e-01 1.51028060e-02
-2.32760413e-01 8.21849558e-04]
[ -1.10935113e-01 -1.65328465e-01 -1.72369797e-01 -7.79997738e-02
4.17889173e-01 -2.37239672e-01 1.21393644e-01 1.70716911e-01
8.16892027e-03 -9.50701141e-02]
[ 1.26142445e-01 2.66933874e-01 1.70876105e-01 -6.98947224e-02
-1.41136486e-01 4.30097570e-02 -1.79835721e-01 2.84795860e-01
9.00895468e-02 1.93911170e-01]
[ 3.38057793e-01 2.77498263e-01 -8.92555235e-02 3.00622289e-01
-8.61402884e-01 -2.82446541e-01 -4.38002129e-01 1.77057936e-01
3.67505173e-01 -5.63392604e-02]
[ 5.37168717e-02 1.60285329e-01 2.55839264e-01 2.60834727e-01
-8.72831986e-02 -1.98566439e-01 -1.96572434e-01 -1.32302331e-01
-1.32149743e-01 -2.77063354e-01]
[ 2.64658985e-02 -4.50878304e-02 -1.16901875e-01 -5.04300178e-02
2.40604046e-01 4.06655670e-02 -1.48464993e-02 -1.84086585e-01
3.75481691e-02 2.12468300e-01]
[ -6.04160570e-05 -5.68113037e-02 -6.66917119e-02 -5.12817685e-02
-1.13422044e-02 -1.75187990e-01 9.13730743e-02 1.02038815e-02
3.71188296e-02 7.91859339e-03]
[ 2.04271450e-02 4.46656673e-02 2.40986793e-01 6.22767824e-02
-1.89769592e-01 -1.30082233e-01 1.38754435e-01 3.92921097e-02
-1.95152061e-01 9.82797896e-02]
[ 6.20216256e-02 3.05729424e-03 1.03634846e-01 -5.52517678e-03
-1.97251161e-01 7.41201000e-02 9.47461542e-02 -2.71244573e-01
-2.70693689e-02 -1.00987850e-01]
[ -2.34097076e-02 5.49529614e-02 7.90487022e-02 -4.64405487e-02
1.84526536e-02 1.87154798e-01 1.33671999e-01 1.17834217e-01
-3.38285727e-02 1.58320728e-01]
[ 2.09274924e-01 3.30486476e-02 2.32853905e-02 6.48930625e-02
1.06091184e-01 -1.66202656e-02 -1.25810551e-01 1.47560394e-01
-6.70916515e-02 -3.49164230e-02]
[ 2.89486179e-02 -5.34345498e-02 1.09315610e-02 2.26479950e-02
-3.49313683e-01 -1.16942633e-01 -1.69668635e-01 4.03279949e-02
1.06386765e-01 1.78133461e-01]
[ 2.18843971e-02 5.09093773e-01 1.10438112e-01 3.81120895e-01
-9.93380154e-01 -2.97483735e-01 -6.01542377e-01 -7.44410196e-02
2.61328484e-01 3.06594470e-01]
[ 1.74315590e-01 5.18071037e-01 6.07748344e-02 4.10066514e-01
-8.17528490e-01 -8.16759541e-02 -4.49868234e-01 1.50399482e-01
1.96629233e-01 4.83753934e-01]
[ 2.58761409e-01 2.94987931e-01 2.45294182e-01 1.41485432e-01
-3.93948310e-01 8.18796407e-02 -2.06563027e-01 1.62631926e-01
2.35881659e-01 7.53127571e-02]
[ -7.66652502e-02 2.07049258e-01 2.40191147e-01 1.09796009e-02
-1.95871874e-02 1.32688627e-01 -8.72244498e-02 -1.53123312e-02
-3.75372631e-02 4.62259689e-02]
[ -9.87980416e-02 -1.07062544e-02 2.44762228e-02 9.08477411e-02
-4.46019889e-02 1.17034398e-01 2.61751045e-01 2.02636000e-02
-2.76763412e-01 -9.56322949e-02]
[ -2.17145653e-01 -1.32243532e-02 -9.19783634e-02 -3.41258269e-01
1.71453267e-01 1.19050257e-01 9.46066498e-02 1.03751129e-01
-2.05356509e-01 3.53105206e-02]
[ 1.76394589e-02 -3.49377207e-01 -1.23646155e-01 -1.51982771e-01
3.42475827e-01 2.32499825e-02 1.51096153e-01 1.53194480e-01
-1.57515206e-01 -2.10023428e-01]
[ 1.44202791e-01 -1.60337011e-01 -1.40362390e-01 -4.32904427e-03
1.34261788e-01 -5.96134283e-02 -5.58392423e-03 -1.48889229e-01
1.30777853e-01 -1.10453719e-01]
[ -1.18053691e-01 1.45569702e-01 2.58954979e-01 -2.01383948e-02
1.61513068e-01 8.71976316e-02 -1.34063308e-02 -2.98520004e-01
-1.20304000e-01 -5.94019085e-02]
[ -3.55562848e-01 7.57927937e-02 8.83655584e-03 -3.81379477e-02
1.64142302e-01 -1.67200523e-01 -2.20345016e-02 2.34516056e-01
-9.91181301e-02 6.92325198e-02]
[ 1.48989264e-01 9.91908148e-02 -2.38019623e-01 -9.19712430e-02
1.16376384e-01 -2.92660366e-01 1.41307593e-02 -1.68021968e-01
-3.45732066e-03 -1.89202083e-01]
[ 2.05437501e-01 -1.59580068e-01 5.88459104e-02 -3.31839887e-02
9.54017821e-02 -2.86890064e-02 8.16693560e-03 -1.37436956e-01
1.03773608e-01 -1.89234122e-01]
[ -1.06548290e-01 -4.09836102e-02 1.20091500e-01 1.05870824e-01
4.21711530e-02 -1.11006371e-01 2.43805190e-01 -7.74056317e-02
1.83019760e-01 -6.13197542e-03]
[ 2.01328638e-02 -1.28485992e-01 2.13875614e-01 -2.17753713e-01
3.16569934e-02 1.06117873e-01 6.97622207e-03 -1.13286769e-01
3.89096675e-02 2.50704808e-01]]
[[ 0.55714152]
[ 1.41474585]
[ 0.27222696]
[ 0.80028973]
[-2.52053459]
[-0.27185197]
[-1.51295197]
[ 0.03333433]
[ 0.6267342 ]
[ 0.84598421]]
Progress: 20.2% ... Training loss: 0.304 ... Validation loss: 0.485[[ 1.59828040e-01 2.14912033e-01 -1.11641181e-01 1.03745263e-01
-5.07017048e-01 -6.91308460e-02 -6.10823177e-02 1.23532728e-01
-7.55525741e-02 1.87629806e-01]
[ 1.19139149e-02 1.60596563e-01 -2.13778209e-02 3.60541519e-02
1.11153723e-01 -4.18221437e-03 3.08627991e-01 4.10605222e-02
1.35732702e-01 -3.34071442e-02]
[ 1.83822867e-01 4.29125027e-01 2.14334084e-02 6.09696217e-02
1.50679950e-01 -4.63266203e-02 -5.17837120e-01 -3.58691611e-02
8.22410177e-02 3.11498624e-01]
[ -2.52163928e-02 -3.05193725e-01 -2.39732584e-01 2.59814074e-02
7.18130214e-03 1.65497915e-01 1.37183879e-01 5.56934952e-02
1.58159566e-02 1.08189131e-01]
[ -6.71637582e-03 1.56168851e-01 -1.47160017e-01 3.77795328e-02
9.33136272e-02 -1.77820379e-01 4.04336498e-02 -1.19951173e-01
-1.89058191e-01 1.06164639e-02]
[ -3.54409627e-01 -3.68358287e-01 -2.87843358e-01 1.53488808e-01
1.60308160e-01 4.53956560e-02 6.53695152e-02 -3.54864053e-02
-5.71646673e-03 2.40822821e-02]
[ -1.88358576e-03 -1.63311629e-01 1.04523161e-02 9.52333463e-02
-3.18237402e-02 -7.21520333e-02 1.65704790e-01 -1.89713358e-01
1.87707752e-01 3.52783450e-02]
[ 1.17844948e-01 -2.15969899e-01 3.46107607e-02 -6.32079562e-02
1.14660084e-01 -4.74762409e-02 4.96051428e-02 1.22048672e-01
7.68894381e-02 -1.79836243e-02]
[ -1.70859523e-01 -8.31630073e-02 -3.05412838e-01 -2.27182018e-02
-4.16112599e-03 7.06027811e-02 -2.05597202e-01 -2.81103337e-02
2.58209927e-01 -1.26298455e-01]
[ 6.95192515e-02 -2.65237653e-01 9.26963084e-02 3.78963918e-02
1.17002633e-01 -1.13314056e-01 5.83272897e-02 -9.93514085e-02
1.58015286e-02 1.35127908e-01]
[ -7.87178812e-02 7.51302146e-02 -5.81212576e-04 -1.54373517e-01
3.88804108e-02 2.29025000e-02 9.30914257e-02 -1.02442361e-01
-2.04983662e-02 -1.25358116e-01]
[ -1.07441000e-01 -4.68035845e-02 -6.81985149e-02 -5.34226255e-03
3.53026215e-01 1.00229580e-01 1.37658537e-02 -1.55946525e-02
-1.66253779e-01 -2.04541816e-01]
[ -1.55824834e-01 6.72361988e-03 6.25142089e-02 2.33818032e-02
-1.76154509e-01 -2.20340867e-01 -1.81181045e-01 -1.96925079e-01
8.84618856e-02 1.75986926e-01]
[ -2.22544029e-01 -1.74178314e-01 1.17791972e-01 2.67760205e-01
-1.12096166e-01 -8.21326330e-02 -9.35937884e-02 -2.55319453e-01
-2.13013860e-01 -2.41233180e-03]
[ 1.20159551e-01 -5.67272622e-02 -1.58754641e-02 1.26282605e-01
-2.82006616e-02 -8.80506170e-02 1.16999132e-01 4.43056973e-03
3.73240475e-02 2.72479862e-02]
[ 3.35147374e-02 -5.26262345e-02 -2.13100623e-01 1.43460343e-01
-3.29237491e-02 8.90179149e-02 -7.49743748e-02 -2.01171508e-02
-9.82082405e-02 -9.27786546e-03]
[ -1.25767865e-01 -6.44485432e-02 -2.05408525e-01 1.49170354e-01
1.18022876e-03 1.36612307e-01 1.51486500e-02 -2.50423509e-01
6.30906958e-02 -2.06555282e-01]
[ -7.32776551e-02 -4.19941431e-02 2.74541395e-01 9.31477971e-02
1.39060816e-01 -5.99695066e-02 -1.19770613e-01 1.20454841e-01
6.63340731e-02 2.66349797e-02]
[ 4.82340393e-02 -3.17320513e-02 8.48346038e-02 8.18134727e-02
9.75959699e-02 -1.55861674e-02 2.59183297e-01 1.20359115e-01
-3.94603513e-02 -7.26020268e-02]
[ 3.89384093e-03 -1.59323702e-01 -2.92139940e-01 -5.38047192e-02
2.27621546e-01 -8.95702200e-02 1.80220137e-01 1.63981206e-01
1.03292338e-01 -3.46248440e-02]
[ 5.07978971e-02 6.20576233e-04 -1.18441704e-01 4.09585358e-02
-8.10108123e-02 3.24352246e-01 2.55249542e-01 2.05323723e-01
-1.65235639e-01 -6.06413013e-02]
[ 1.23215179e-02 -1.27150215e-03 1.25609736e-01 1.16770678e-01
-4.17593273e-02 1.02388263e-01 -1.74747969e-01 -4.05458830e-02
2.18130263e-01 8.98729667e-02]
[ 9.95721019e-02 5.68525676e-02 -5.22113560e-02 -1.15569667e-01
-6.41013611e-02 -3.25236611e-01 1.30185899e-01 8.04538958e-03
1.31479651e-01 7.58185998e-02]
[ -9.74691883e-02 1.56717617e-02 -1.49818673e-02 2.38683480e-02
5.42026144e-03 -2.03447040e-01 -9.44889499e-02 -1.97185180e-02
1.53792631e-02 1.30200844e-01]
[ -1.38796053e-01 -4.78355432e-02 -1.94705782e-01 3.51334387e-03
-2.74623636e-01 -6.79592439e-03 -2.82418854e-02 -2.29863222e-02
8.90197276e-03 7.10459302e-02]
[ -2.18646869e-02 -4.14578944e-02 -7.07537862e-02 -1.16809616e-01
4.99286504e-01 2.72698984e-01 5.14018545e-01 1.13763022e-01
-1.73518009e-01 -3.61298025e-01]
[ -8.29432504e-03 -3.28817530e-01 -2.58028139e-02 -6.32082578e-02
6.30824270e-01 9.80392741e-02 4.71522989e-01 9.21041894e-02
3.63925836e-02 -3.68300965e-01]
[ 1.84830439e-02 -3.87595320e-01 -3.95528194e-02 -9.83821036e-02
6.50821023e-01 2.09555970e-02 4.42123013e-01 4.93094308e-02
-3.55310075e-01 -2.06502604e-01]
[ -1.51615493e-01 -5.21745457e-01 -1.30868594e-03 -1.80988929e-01
6.98476907e-01 -9.71792437e-02 5.51458917e-01 -8.10741438e-02
-5.06288301e-02 1.01682232e-01]
[ -2.76070966e-01 -3.34599943e-01 6.11704885e-02 -3.25778088e-02
8.77408037e-01 1.37773661e-01 3.58070936e-01 4.87185172e-02
-7.75657268e-02 -1.20652962e-01]
[ -1.78656164e-01 -2.16687222e-01 2.61239398e-01 -2.13317812e-01
5.71225251e-01 -5.36623441e-02 6.02887637e-01 1.50990111e-02
-2.32832625e-01 7.24966834e-04]
[ -1.10744851e-01 -1.64855898e-01 -1.72258579e-01 -7.76592370e-02
4.16927325e-01 -2.37352731e-01 1.20803585e-01 1.70730730e-01
8.42125958e-03 -9.47275838e-02]
[ 1.26352173e-01 2.67548728e-01 1.70980513e-01 -6.95950021e-02
-1.42080860e-01 4.29109255e-02 -1.80427374e-01 2.84807461e-01
9.03229337e-02 1.94216437e-01]
[ 3.38537306e-01 2.78837909e-01 -8.90248820e-02 3.01296122e-01
-8.62955184e-01 -2.82670309e-01 -4.39442359e-01 1.77087398e-01
3.68049413e-01 -5.55764743e-02]
[ 5.33206649e-02 1.59248637e-01 2.55649846e-01 2.60249596e-01
-8.54410220e-02 -1.98370838e-01 -1.95520239e-01 -1.32326510e-01
-1.32604776e-01 -2.77686439e-01]
[ 2.62908832e-02 -4.55610414e-02 -1.16993907e-01 -5.07011562e-02
2.41458179e-01 4.07578307e-02 -1.43271576e-02 -1.84098027e-01
3.73554420e-02 2.12191869e-01]
[ -3.21027884e-04 -5.75880426e-02 -6.68462672e-02 -5.17643833e-02
-9.76746062e-03 -1.75036485e-01 9.21395448e-02 1.01838347e-02
3.67516540e-02 7.42169102e-03]
[ 2.05240808e-02 4.49030802e-02 2.41024453e-01 6.24258863e-02
-1.90343128e-01 -1.30151732e-01 1.38429143e-01 3.92985005e-02
-1.95041298e-01 9.84572207e-02]
[ 6.19029281e-02 2.56042032e-03 1.03570691e-01 -5.62443857e-03
-1.96910409e-01 7.41530553e-02 9.50598924e-02 -2.71248338e-01
-2.71518389e-02 -1.01141394e-01]
[ -2.28513614e-02 5.63756791e-02 7.93152519e-02 -4.56361737e-02
1.60876852e-02 1.86881317e-01 1.32178786e-01 1.17866967e-01
-3.32070078e-02 1.59129285e-01]
[ 2.08992083e-01 3.23600629e-02 2.31462035e-02 6.44705791e-02
1.07367862e-01 -1.64799226e-02 -1.25053157e-01 1.47543587e-01
-6.74189143e-02 -3.53606984e-02]
[ 2.92151359e-02 -5.28149632e-02 1.10594742e-02 2.30338109e-02
-3.50514054e-01 -1.17062410e-01 -1.70381051e-01 4.03441015e-02
1.06675283e-01 1.78550646e-01]
[ 2.16442630e-02 5.08436348e-01 1.10325788e-01 3.80846533e-01
-9.92432160e-01 -2.97383452e-01 -6.00811977e-01 -7.44531530e-02
2.61076090e-01 3.06220039e-01]
[ 1.73993470e-01 5.17047179e-01 6.06264614e-02 4.09581986e-01
-8.16055514e-01 -8.14530798e-02 -4.48934817e-01 1.50380419e-01
1.96315347e-01 4.83205219e-01]
[ 2.58737608e-01 2.94911053e-01 2.45295147e-01 1.41460282e-01
-3.93851817e-01 8.18902855e-02 -2.06511912e-01 1.62630692e-01
2.35842635e-01 7.52781037e-02]
[ -7.65382201e-02 2.07333376e-01 2.40244315e-01 1.11395719e-02
-2.00888862e-02 1.32632751e-01 -8.75348703e-02 -1.53052951e-02
-3.74110886e-02 4.63845962e-02]
[ -9.89889873e-02 -1.11707114e-02 2.43833571e-02 9.06001381e-02
-4.38420058e-02 1.17110584e-01 2.62232810e-01 2.02533412e-02
-2.76960936e-01 -9.59188588e-02]
[ -2.17300459e-01 -1.36298869e-02 -9.20573215e-02 -3.41498832e-01
1.72201051e-01 1.19128916e-01 9.50410109e-02 1.03741318e-01
-2.05545023e-01 3.50639618e-02]
[ 1.76737509e-02 -3.49410124e-01 -1.23628109e-01 -1.51928238e-01
3.42323687e-01 2.32322674e-02 1.51033755e-01 1.53197160e-01
-1.57474166e-01 -2.09970719e-01]
[ 1.44154248e-01 -1.60428621e-01 -1.40392031e-01 -4.31790030e-03
1.34395816e-01 -5.95930448e-02 -5.45138925e-03 -1.48891782e-01
1.30720976e-01 -1.10506787e-01]
[ -1.18093167e-01 1.45377566e-01 2.58923564e-01 -2.01952398e-02
1.61647681e-01 8.72159409e-02 -1.32861154e-02 -2.98522764e-01
-1.20362007e-01 -5.94759399e-02]
[ -3.56455342e-01 7.33780782e-02 8.45578818e-03 -3.93683147e-02
1.68096050e-01 -1.66827657e-01 -1.96607371e-02 2.34469600e-01
-1.00068106e-01 6.79988977e-02]
[ 1.48561191e-01 9.80451658e-02 -2.38224404e-01 -9.25993767e-02
1.18181899e-01 -2.92446924e-01 1.52902000e-02 -1.68047334e-01
-3.95108296e-03 -1.89857848e-01]
[ 2.05232414e-01 -1.60625628e-01 5.87412447e-02 -3.35786533e-02
9.69419978e-02 -2.85238852e-02 9.04905934e-03 -1.37447935e-01
1.03636419e-01 -1.89703849e-01]
[ -1.07294958e-01 -4.28007301e-02 1.19720787e-01 1.04842918e-01
4.55597496e-02 -1.10664273e-01 2.45732826e-01 -7.74490522e-02
1.82154562e-01 -7.33112623e-03]
[ 2.11724360e-02 -1.26300062e-01 2.14383199e-01 -2.16159386e-01
2.66948445e-02 1.05602811e-01 4.24181463e-03 -1.13223995e-01
4.01751851e-02 2.52318566e-01]]
[[ 0.55222477]
[ 1.4100529 ]
[ 0.27021957]
[ 0.79487881]
[-2.52666986]
[-0.27641742]
[-1.51686711]
[ 0.02765523]
[ 0.62163464]
[ 0.84138807]]
Progress: 20.3% ... Training loss: 0.306 ... Validation loss: 0.489[[ 1.60244129e-01 2.17041991e-01 -1.11360667e-01 1.04508193e-01
-5.09251902e-01 -6.94039961e-02 -6.27759922e-02 1.23563064e-01
-7.48726454e-02 1.88564076e-01]
[ 1.18951622e-02 1.60563437e-01 -2.13765157e-02 3.60456498e-02
1.11074015e-01 -4.18131439e-03 3.08791204e-01 4.10592865e-02
1.35717131e-01 -3.34244429e-02]
[ 1.83680007e-01 4.31051077e-01 2.14794140e-02 6.08952554e-02
1.49507246e-01 -4.62637553e-02 -5.18369595e-01 -3.58612411e-02
8.22100164e-02 3.11460173e-01]
[ -2.31620434e-02 -3.01549996e-01 -2.38814746e-01 2.88727873e-02
-1.48357288e-03 1.64548174e-01 1.32924630e-01 5.57820482e-02
1.79978717e-02 1.11283510e-01]
[ -7.64469199e-03 1.54222152e-01 -1.47584798e-01 3.63945646e-02
9.68475051e-02 -1.77399430e-01 4.27209829e-02 -1.19988723e-01
-1.90014437e-01 9.18968623e-03]
[ -3.53605871e-01 -3.66717926e-01 -2.87458433e-01 1.54700899e-01
1.56834729e-01 4.49560401e-02 6.35548477e-02 -3.54444815e-02
-4.74711109e-03 2.53702890e-02]
[ -2.10232965e-03 -1.63506586e-01 1.03731783e-02 9.49516641e-02
-3.05152426e-02 -7.20552439e-02 1.66099042e-01 -1.89717396e-01
1.87501864e-01 3.50931770e-02]
[ 1.18392969e-01 -2.13750030e-01 3.49789784e-02 -6.21493449e-02
1.10225041e-01 -4.78092568e-02 4.76914862e-02 1.22087315e-01
7.76841526e-02 -1.69509808e-02]
[ -1.70792650e-01 -8.31632329e-02 -3.05372423e-01 -2.25364537e-02
-4.58413826e-03 7.04905208e-02 -2.05783269e-01 -2.81028174e-02
2.58339817e-01 -1.26122903e-01]
[ 6.97524964e-02 -2.63748999e-01 9.29762871e-02 3.87040826e-02
1.14440293e-01 -1.13602597e-01 5.68867105e-02 -9.93149073e-02
1.64240364e-02 1.35945172e-01]
[ -7.80261333e-02 7.68333221e-02 -2.69870319e-04 -1.53375692e-01
3.57003299e-02 2.25317337e-02 9.13945543e-02 -1.02409083e-01
-1.97485650e-02 -1.24282455e-01]
[ -1.07166088e-01 -4.63302990e-02 -6.80754148e-02 -4.97701007e-03
3.51745647e-01 1.00100784e-01 1.33831650e-02 -1.55803860e-02
-1.65938015e-01 -2.04123707e-01]
[ -1.55824834e-01 6.72361988e-03 6.25142089e-02 2.33818032e-02
-1.76154509e-01 -2.20340867e-01 -1.81181045e-01 -1.96925079e-01
8.84618856e-02 1.75986926e-01]
[ -2.22233664e-01 -1.73550279e-01 1.17972620e-01 2.68283409e-01
-1.13595961e-01 -8.23193361e-02 -9.43608365e-02 -2.55301160e-01
-2.12607826e-01 -1.86629869e-03]
[ 1.19883919e-01 -5.74744583e-02 -1.60112335e-02 1.25926779e-01
-2.72121178e-02 -8.79269747e-02 1.17885797e-01 4.41656361e-03
3.70147145e-02 2.68323241e-02]
[ 3.40301756e-02 -5.14565622e-02 -2.12876862e-01 1.44144496e-01
-3.48470352e-02 8.87691457e-02 -7.62324638e-02 -2.00922937e-02
-9.76179302e-02 -8.50912689e-03]
[ -1.25657703e-01 -6.40952805e-02 -2.05369583e-01 1.49346094e-01
1.00150785e-03 1.36536282e-01 1.47659029e-02 -2.50416402e-01
6.31796582e-02 -2.06381628e-01]
[ -7.38589347e-02 -4.33385779e-02 2.74250073e-01 9.22988731e-02
1.41749062e-01 -5.96717523e-02 -1.18181051e-01 1.20425641e-01
6.56720084e-02 2.57575178e-02]
[ 4.92757265e-02 -2.88538807e-02 8.54106077e-02 8.34428546e-02
9.25813076e-02 -1.61080203e-02 2.56055186e-01 1.20421167e-01
-3.81093188e-02 -7.07937004e-02]
[ 4.18269171e-03 -1.58214100e-01 -2.91951097e-01 -5.32705181e-02
2.25353850e-01 -8.97619317e-02 1.79404192e-01 1.63999844e-01
1.03680174e-01 -3.41480823e-02]
[ 5.04982724e-02 1.99659314e-04 -1.18560033e-01 4.05690287e-02
-8.01566389e-02 3.24487354e-01 2.55901316e-01 2.05311871e-01
-1.65545333e-01 -6.10184981e-02]
[ 1.23989235e-02 -1.07782394e-03 1.25641364e-01 1.16865961e-01
-4.22802191e-02 1.02352103e-01 -1.74855629e-01 -4.05423791e-02
2.18195955e-01 8.99697558e-02]
[ 9.93071216e-02 5.61977023e-02 -5.23367796e-02 -1.15952375e-01
-6.28801411e-02 -3.25109103e-01 1.30913161e-01 8.03217380e-03
1.31180217e-01 7.54132393e-02]
[ -9.74617234e-02 1.55602992e-02 -1.49618090e-02 2.39778785e-02
5.25858410e-03 -2.03518314e-01 -9.46882279e-02 -1.97146112e-02
1.54457839e-02 1.30294114e-01]
[ -1.38526003e-01 -4.72240415e-02 -1.94580402e-01 3.90958288e-03
-2.75832079e-01 -6.93554505e-03 -2.89584083e-02 -2.29723589e-02
9.21418473e-03 7.14690738e-02]
[ -2.18819380e-02 -4.15279033e-02 -7.07602126e-02 -1.16826690e-01
4.99371157e-01 2.72707863e-01 5.14055741e-01 1.13762431e-01
-1.73538689e-01 -3.61315137e-01]
[ -8.12537784e-03 -3.28540657e-01 -2.57133201e-02 -6.29246592e-02
6.30014864e-01 9.79421713e-02 4.71085418e-01 9.21135218e-02
3.66198880e-02 -3.68005239e-01]
[ 1.83139110e-02 -3.87981192e-01 -3.96196673e-02 -9.85787098e-02
6.51346310e-01 2.10221176e-02 4.42693683e-01 4.93029340e-02
-3.55475832e-01 -2.06739249e-01]
[ -1.51926962e-01 -5.22461622e-01 -1.46621944e-03 -1.81455871e-01
6.99714211e-01 -9.70196411e-02 5.52324126e-01 -8.10904949e-02
-5.09896931e-02 1.01246548e-01]
[ -2.76175242e-01 -3.34824805e-01 6.11224816e-02 -3.27234951e-02
8.77973523e-01 1.37825156e-01 3.58313799e-01 4.87136957e-02
-7.76812408e-02 -1.20806504e-01]
[ -1.78782039e-01 -2.17099750e-01 2.61190450e-01 -2.13479957e-01
5.71599739e-01 -5.36057562e-02 6.03259778e-01 1.50937664e-02
-2.32961558e-01 5.65537037e-04]
[ -1.10725264e-01 -1.64834434e-01 -1.72237248e-01 -7.76096837e-02
4.16791169e-01 -2.37370785e-01 1.20663125e-01 1.70732042e-01
8.45747997e-03 -9.46597166e-02]
[ 1.26037498e-01 2.66787342e-01 1.70827716e-01 -7.00467125e-02
-1.40622157e-01 4.30696681e-02 -1.79540559e-01 2.84790943e-01
8.99674411e-02 1.93725511e-01]
[ 3.39188457e-01 2.80673077e-01 -8.86745772e-02 3.02245664e-01
-8.65702808e-01 -2.82996986e-01 -4.41431263e-01 1.77124644e-01
3.68868686e-01 -5.44101421e-02]
[ 5.32082470e-02 1.58962809e-01 2.55594140e-01 2.60088844e-01
-8.49219139e-02 -1.98314076e-01 -1.95218793e-01 -1.32332103e-01
-1.32731174e-01 -2.77858145e-01]
[ 2.65392492e-02 -4.50382577e-02 -1.16890122e-01 -5.03537419e-02
2.40374705e-01 4.06358385e-02 -1.49326581e-02 -1.84087193e-01
3.76067270e-02 2.12574060e-01]
[ -2.06324822e-04 -5.70994315e-02 -6.67616248e-02 -5.15283176e-02
-1.05353629e-02 -1.75123423e-01 9.17488994e-02 1.01922666e-02
3.69320212e-02 7.66426969e-03]
[ 2.09503258e-02 4.61028890e-02 2.41256998e-01 6.31667037e-02
-1.92669684e-01 -1.30377346e-01 1.37091007e-01 3.93248556e-02
-1.94453968e-01 9.92056022e-02]
[ 6.13879731e-02 1.44140778e-03 1.03311967e-01 -6.43586408e-03
-1.94452944e-01 7.44069084e-02 9.64472010e-02 -2.71275311e-01
-2.77768095e-02 -1.01942544e-01]
[ -2.25631606e-02 5.71133108e-02 7.94515467e-02 -4.52263040e-02
1.47471409e-02 1.86736137e-01 1.31393901e-01 1.17881319e-01
-3.28772141e-02 1.59520739e-01]
[ 2.09270994e-01 3.32616088e-02 2.33150516e-02 6.49727004e-02
1.05817021e-01 -1.66514031e-02 -1.25857659e-01 1.47560404e-01
-6.70386416e-02 -3.49682800e-02]
[ 2.91485579e-02 -5.30224687e-02 1.10284851e-02 2.29248928e-02
-3.50188293e-01 -1.17026492e-01 -1.70209152e-01 4.03404953e-02
1.06599824e-01 1.78441635e-01]
[ 2.16094450e-02 5.08353216e-01 1.10320873e-01 3.80807333e-01
-9.92569024e-01 -2.97397714e-01 -6.00651424e-01 -7.44496751e-02
2.61050266e-01 3.06209485e-01]
[ 1.74431455e-01 5.18138293e-01 6.08206190e-02 4.10188196e-01
-8.17762685e-01 -8.16736736e-02 -4.49992161e-01 1.50402599e-01
1.96779283e-01 4.83855283e-01]
[ 2.58760640e-01 2.95244401e-01 2.45329709e-01 1.41602491e-01
-3.94403525e-01 8.18412976e-02 -2.06734489e-01 1.62634255e-01
2.35896315e-01 7.53798892e-02]
[ -7.66622618e-02 2.07020807e-01 2.40183562e-01 1.09560221e-02
-1.95068462e-02 1.32696159e-01 -8.72020375e-02 -1.53110352e-02
-3.75542008e-02 4.61906748e-02]
[ -9.88895563e-02 -1.09564919e-02 2.44266611e-02 9.07508462e-02
-4.43264427e-02 1.17057759e-01 2.61974059e-01 2.02585141e-02
-2.76846542e-01 -9.57607682e-02]
[ -2.17262678e-01 -1.35327629e-02 -9.20410997e-02 -3.41443733e-01
1.72033735e-01 1.19112321e-01 9.49398592e-02 1.03743169e-01
-2.05501255e-01 3.51132502e-02]
[ 1.79748052e-02 -3.48885900e-01 -1.23497534e-01 -1.51486666e-01
3.40980406e-01 2.30786987e-02 1.50315110e-01 1.53212217e-01
-1.57130713e-01 -2.09526181e-01]
[ 1.44533917e-01 -1.59023611e-01 -1.40144489e-01 -3.39394869e-03
1.31465237e-01 -5.99209488e-02 -7.13919790e-03 -1.48859601e-01
1.31378660e-01 -1.09705059e-01]
[ -1.18724622e-01 1.43959999e-01 2.58644185e-01 -2.11000977e-02
1.64376621e-01 8.75240434e-02 -1.14647936e-02 -2.98552853e-01
-1.21075935e-01 -6.04240768e-02]
[ -3.55725079e-01 7.49709331e-02 8.79709362e-03 -3.83324774e-02
1.65112820e-01 -1.67215566e-01 -2.17819912e-02 2.34506828e-01
-9.92010908e-02 6.92214400e-02]
[ 1.49013359e-01 9.91413532e-02 -2.38042794e-01 -9.19754767e-02
1.16446408e-01 -2.92672221e-01 1.42036528e-02 -1.68024371e-01
-3.49356308e-03 -1.89173298e-01]
[ 2.05641231e-01 -1.59300867e-01 5.89778035e-02 -3.29978015e-02
9.51714985e-02 -2.87031275e-02 8.03328657e-03 -1.37423376e-01
1.04129342e-01 -1.88971791e-01]
[ -1.07152615e-01 -4.25642877e-02 1.19809516e-01 1.05099240e-01
4.48107922e-02 -1.10757878e-01 2.45494972e-01 -7.74401781e-02
1.82341644e-01 -7.10283833e-03]
[ 2.08905348e-02 -1.26872705e-01 2.14281254e-01 -2.16504622e-01
2.71116729e-02 1.05720562e-01 5.04958998e-03 -1.13235666e-01
3.99149622e-02 2.51908571e-01]]
[[ 0.55833553]
[ 1.41451992]
[ 0.27368033]
[ 0.80213121]
[-2.52196451]
[-0.2708078 ]
[-1.51102451]
[ 0.03495588]
[ 0.62836046]
[ 0.84751433]]
Progress: 20.4% ... Training loss: 0.303 ... Validation loss: 0.486[[ 1.58801575e-01 2.12228345e-01 -1.12089896e-01 1.02186689e-01
-5.02333497e-01 -6.86439022e-02 -5.83347292e-02 1.23465086e-01
-7.65173920e-02 1.86163528e-01]
[ 1.14484971e-02 1.59405713e-01 -2.15984841e-02 3.54707421e-02
1.12589992e-01 -3.98262210e-03 3.10023937e-01 4.10318240e-02
1.35201174e-01 -3.40974976e-02]
[ 1.82133615e-01 4.28250180e-01 2.06862466e-02 5.79009428e-02
1.57070471e-01 -4.52835844e-02 -5.15562847e-01 -3.59745932e-02
8.03826460e-02 3.08907267e-01]
[ -2.21299872e-02 -2.98033694e-01 -2.38313858e-01 3.02987589e-02
-4.73062569e-03 1.64064049e-01 1.29807160e-01 5.58558213e-02
1.92814446e-02 1.13171269e-01]
[ -3.83285594e-03 1.61733547e-01 -1.45688155e-01 4.21004229e-02
8.00291125e-02 -1.79172271e-01 3.42890962e-02 -1.19760048e-01
-1.85680200e-01 1.44878142e-02]
[ -3.54251396e-01 -3.69143673e-01 -2.87755434e-01 1.54007361e-01
1.59094447e-01 4.51662829e-02 6.59875409e-02 -3.54795431e-02
-5.42422544e-03 2.44310509e-02]
[ 1.10927253e-04 -1.59803443e-01 1.14564065e-02 9.79887206e-02
-3.93883628e-02 -7.30394755e-02 1.61261537e-01 -1.89585862e-01
1.90101055e-01 3.83113998e-02]
[ 1.16273783e-01 -2.18459542e-01 3.39517759e-02 -6.52638388e-02
1.19068111e-01 -4.67697690e-02 5.31480960e-02 1.21954186e-01
7.52955463e-02 -2.01105721e-02]
[ -1.71091049e-01 -8.41623747e-02 -3.05516937e-01 -2.29717927e-02
-3.28555912e-03 7.06391116e-02 -2.04917849e-01 -2.81214398e-02
2.58046634e-01 -1.26592491e-01]
[ 7.00180588e-02 -2.63824202e-01 9.30951402e-02 3.90145254e-02
1.13623877e-01 -1.13669167e-01 5.72667963e-02 -9.93040511e-02
1.66774500e-02 1.36224612e-01]
[ -7.94185282e-02 7.21949892e-02 -9.44681120e-04 -1.55418991e-01
4.13507943e-02 2.31881756e-02 9.55131261e-02 -1.02497658e-01
-2.11440812e-02 -1.26411988e-01]
[ -1.06889109e-01 -4.60480217e-02 -6.79049474e-02 -4.45046731e-03
3.50439845e-01 9.99250018e-02 1.28017261e-02 -1.55579464e-02
-1.65555625e-01 -2.03623809e-01]
[ -1.55824834e-01 6.72361988e-03 6.25142089e-02 2.33818032e-02
-1.76154509e-01 -2.20340867e-01 -1.81181045e-01 -1.96925079e-01
8.84618856e-02 1.75986926e-01]
[ -2.22735703e-01 -1.75300300e-01 1.17758579e-01 2.67778647e-01
-1.12119263e-01 -8.21683054e-02 -9.26765513e-02 -2.55326177e-01
-2.13134790e-01 -2.58225827e-03]
[ 1.19987665e-01 -5.75443018e-02 -1.59745215e-02 1.26085732e-01
-2.73969663e-02 -8.79828721e-02 1.17963909e-01 4.42181384e-03
3.71189478e-02 2.69742875e-02]
[ 3.40852375e-02 -5.16637810e-02 -2.12865411e-01 1.44227107e-01
-3.50415435e-02 8.87420641e-02 -7.61464103e-02 -2.00894740e-02
-9.75573959e-02 -8.47051711e-03]
[ -1.24522035e-01 -6.16205693e-02 -2.04808786e-01 1.50940005e-01
-3.58259988e-03 1.36023429e-01 1.18994203e-02 -2.50352184e-01
6.44794823e-02 -2.04669017e-01]
[ -7.33365503e-02 -4.20806589e-02 2.74515240e-01 9.30040522e-02
1.39632106e-01 -5.98989307e-02 -1.19227338e-01 1.20460800e-01
6.62962740e-02 2.65568864e-02]
[ 4.96987441e-02 -2.87465786e-02 8.56359132e-02 8.40089761e-02
9.07678982e-02 -1.62883424e-02 2.55282909e-01 1.20449084e-01
-3.75576619e-02 -7.01815774e-02]
[ 3.34818746e-03 -1.60122204e-01 -2.92368247e-01 -5.45034355e-02
2.29008391e-01 -8.93766982e-02 1.81386384e-01 1.63946956e-01
1.02717100e-01 -3.52952424e-02]
[ 5.00011413e-02 -1.21439254e-03 -1.18829066e-01 3.97773719e-02
-7.77161784e-02 3.24757317e-01 2.57365640e-01 2.05276962e-01
-1.66170723e-01 -6.18647374e-02]
[ 1.16797869e-02 -2.41708713e-03 1.25316612e-01 1.15852360e-01
-3.96595494e-02 1.02703969e-01 -1.73059743e-01 -4.05868527e-02
2.17448598e-01 8.88455235e-02]
[ 9.93679458e-02 5.61653556e-02 -5.23199250e-02 -1.15861914e-01
-6.30445308e-02 -3.25128352e-01 1.30922239e-01 8.03560408e-03
1.31260336e-01 7.55000065e-02]
[ -9.81411424e-02 1.38695324e-02 -1.52791970e-02 2.29942199e-02
8.12650349e-03 -2.03195020e-01 -9.29933850e-02 -1.97569024e-02
1.47236709e-02 1.29250018e-01]
[ -1.38444331e-01 -4.70836175e-02 -1.94539815e-01 4.03262932e-03
-2.76305901e-01 -6.98025960e-03 -2.91509187e-02 -2.29668544e-02
9.31873737e-03 7.16051230e-02]
[ -2.18103194e-02 -4.13909055e-02 -7.07262767e-02 -1.16721776e-01
4.99080437e-01 2.72671373e-01 5.13869402e-01 1.13767356e-01
-1.73456578e-01 -3.61203932e-01]
[ -8.00806050e-03 -3.28299274e-01 -2.56305450e-02 -6.26786036e-02
6.29413822e-01 9.78609894e-02 4.70832038e-01 9.21232024e-02
3.67773488e-02 -3.67821584e-01]
[ 1.79165230e-02 -3.89044982e-01 -3.98266096e-02 -9.91979573e-02
6.53139262e-01 2.12247746e-02 4.43837962e-01 4.92759366e-02
-3.55952883e-01 -2.07374148e-01]
[ -1.51600656e-01 -5.22004893e-01 -1.30024001e-03 -1.80909998e-01
6.98426466e-01 -9.71821903e-02 5.51881722e-01 -8.10694027e-02
-5.05753368e-02 1.01832310e-01]
[ -2.75999402e-01 -3.34595506e-01 6.12098631e-02 -3.24665964e-02
8.77345518e-01 1.37739845e-01 3.57940709e-01 4.87245061e-02
-7.74833234e-02 -1.20551991e-01]
[ -1.78952561e-01 -2.17505333e-01 2.61107739e-01 -2.13724261e-01
5.72503686e-01 -5.35224328e-02 6.03754820e-01 1.50832529e-02
-2.33147721e-01 3.21659680e-04]
[ -1.10800524e-01 -1.65102718e-01 -1.72269488e-01 -7.77081686e-02
4.17151016e-01 -2.37335366e-01 1.20896001e-01 1.70728552e-01
8.39386385e-03 -9.47563259e-02]
[ 1.25584299e-01 2.65733294e-01 1.70624737e-01 -7.06873253e-02
-1.38679066e-01 4.32926162e-02 -1.78289545e-01 2.84763212e-01
8.95106573e-02 1.93207491e-01]
[ 3.39221216e-01 2.80722275e-01 -8.86345041e-02 3.02387017e-01
-8.66139147e-01 -2.83042919e-01 -4.41586039e-01 1.77131997e-01
3.68942835e-01 -5.42408070e-02]
[ 5.30330033e-02 1.58468557e-01 2.55493831e-01 2.59806206e-01
-8.39940908e-02 -1.98217249e-01 -1.94700483e-01 -1.32345014e-01
-1.32962414e-01 -2.78170521e-01]
[ 2.58350667e-02 -4.67773472e-02 -1.17245411e-01 -5.13642660e-02
2.43250959e-01 4.09705256e-02 -1.30852396e-02 -1.84131715e-01
3.68286490e-02 2.11581132e-01]
[ 1.58404326e-04 -5.60843254e-02 -6.65681511e-02 -5.09482836e-02
-1.23824937e-02 -1.75313207e-01 9.07444726e-02 1.02173324e-02
3.73768240e-02 8.11849474e-03]
[ 2.09647330e-02 4.61038098e-02 2.41265524e-01 6.31631813e-02
-1.92677650e-01 -1.30365790e-01 1.37095605e-01 3.93235420e-02
-1.94445501e-01 9.92363815e-02]
[ 6.10149763e-02 4.95835820e-04 1.03108614e-01 -7.06479682e-03
-1.92344817e-01 7.45939173e-02 9.75393501e-02 -2.71301867e-01
-2.82781999e-02 -1.02571796e-01]
[ -2.27762659e-02 5.66596673e-02 7.93464747e-02 -4.55361038e-02
1.56942587e-02 1.86834178e-01 1.32040682e-01 1.17867217e-01
-3.31327452e-02 1.59202758e-01]
[ 2.09356453e-01 3.35397915e-02 2.33634070e-02 6.51072724e-02
1.05407952e-01 -1.67121253e-02 -1.26138848e-01 1.47563695e-01
-6.69448946e-02 -3.48540404e-02]
[ 2.90587681e-02 -5.31248212e-02 1.09815562e-02 2.27658597e-02
-3.49904045e-01 -1.16962712e-01 -1.69943184e-01 4.03336998e-02
1.06483067e-01 1.78252560e-01]
[ 2.14194250e-02 5.07137234e-01 1.10220251e-01 3.80450810e-01
-9.91936928e-01 -2.97273322e-01 -6.00019296e-01 -7.44663298e-02
2.60873880e-01 3.05839164e-01]
[ 1.75303958e-01 5.19562285e-01 6.12535027e-02 4.11408631e-01
-8.21733836e-01 -8.20800711e-02 -4.52022092e-01 1.50460599e-01
1.97838755e-01 4.85080542e-01]
[ 2.58384030e-01 2.94319714e-01 2.45158104e-01 1.41080218e-01
-3.92764601e-01 8.20099344e-02 -2.05673378e-01 1.62611133e-01
2.35480725e-01 7.48225283e-02]
[ -7.67861333e-02 2.06703297e-01 2.40120823e-01 1.07659339e-02
-1.89048736e-02 1.32759886e-01 -8.68466371e-02 -1.53192828e-02
-3.76904562e-02 4.59881151e-02]
[ -9.87777630e-02 -1.06763092e-02 2.44839123e-02 9.09189171e-02
-4.48601044e-02 1.16999166e-01 2.61661954e-01 2.02659032e-02
-2.76710686e-01 -9.55781603e-02]
[ -2.17147596e-01 -1.32941943e-02 -9.19905016e-02 -3.41283633e-01
1.71505325e-01 1.19057345e-01 9.46568612e-02 1.03750328e-01
-2.05372211e-01 3.52577567e-02]
[ 1.81793252e-02 -3.48682926e-01 -1.23413466e-01 -1.51185302e-01
3.40033491e-01 2.29817198e-02 1.50005894e-01 1.53225130e-01
-1.56892969e-01 -2.09267203e-01]
[ 1.45072070e-01 -1.58239574e-01 -1.39896667e-01 -2.51748300e-03
1.28810594e-01 -6.01611007e-02 -8.02121077e-03 -1.48829075e-01
1.32001964e-01 -1.09012386e-01]
[ -1.18796463e-01 1.42491907e-01 2.58599519e-01 -2.12036103e-02
1.64602454e-01 8.75749666e-02 -1.09336548e-02 -2.98557059e-01
-1.21118780e-01 -6.06616634e-02]
[ -3.56722096e-01 7.26682063e-02 8.30407820e-03 -3.98437447e-02
1.69610029e-01 -1.66742434e-01 -1.89832260e-02 2.34444878e-01
-1.00337525e-01 6.77140607e-02]
[ 1.48822389e-01 9.85160160e-02 -2.38140639e-01 -9.22908333e-02
1.17258015e-01 -2.92581522e-01 1.49178401e-02 -1.68037852e-01
-3.76452233e-03 -1.89472977e-01]
[ 2.05319862e-01 -1.60442445e-01 5.88088750e-02 -3.35227607e-02
9.68673815e-02 -2.85069117e-02 9.27837328e-03 -1.37445478e-01
1.03762973e-01 -1.89490024e-01]
[ -1.07741594e-01 -4.41119591e-02 1.19514490e-01 1.04149224e-01
4.79641997e-02 -1.10476434e-01 2.47134962e-01 -7.74780590e-02
1.81694757e-01 -7.95571496e-03]
[ 2.16727031e-02 -1.25002596e-01 2.14747424e-01 -2.15182289e-01
2.29106233e-02 1.05282390e-01 2.91965304e-03 -1.13181851e-01
4.09954403e-02 2.53281458e-01]]
[[ 0.55528419]
[ 1.41023315]
[ 0.26996431]
[ 0.80031192]
[-2.52434284]
[-0.27373574]
[-1.51180169]
[ 0.02984004]
[ 0.62492329]
[ 0.84416965]]
Progress: 20.4% ... Training loss: 0.304 ... Validation loss: 0.490[[ 1.56518846e-01 2.06653155e-01 -1.13213795e-01 9.88833851e-02
-4.91819369e-01 -6.75367977e-02 -5.22332681e-02 1.23346183e-01
-7.91165808e-02 1.82814579e-01]
[ 1.18282393e-02 1.60336841e-01 -2.14178222e-02 3.59844745e-02
1.11255974e-01 -4.17217106e-03 3.08977248e-01 4.10515734e-02
1.35594172e-01 -3.35131414e-02]
[ 1.80976106e-01 4.26232025e-01 2.01868868e-02 5.60786904e-02
1.63483202e-01 -4.47609407e-02 -5.12902422e-01 -3.60324177e-02
7.91851558e-02 3.07048132e-01]
[ -2.12745186e-02 -2.95323473e-01 -2.37995985e-01 3.15671910e-02
-8.56274914e-03 1.63658301e-01 1.27037201e-01 5.58947995e-02
2.01006125e-02 1.14985758e-01]
[ -1.78506955e-03 1.67239885e-01 -1.44679268e-01 4.50505091e-02
7.15830483e-02 -1.80252683e-01 2.83830519e-02 -1.19642598e-01
-1.83238761e-01 1.75014687e-02]
[ -3.54585647e-01 -3.70720200e-01 -2.87952385e-01 1.53616167e-01
1.59785170e-01 4.53234371e-02 6.75419524e-02 -3.54961507e-02
-5.73792765e-03 2.38856204e-02]
[ -1.13725523e-03 -1.62689027e-01 1.08498902e-02 9.61881150e-02
-3.34150697e-02 -7.24442745e-02 1.64414242e-01 -1.89649469e-01
1.88659003e-01 3.64951321e-02]
[ 1.16368375e-01 -2.18658102e-01 3.40581617e-02 -6.51160832e-02
1.18791111e-01 -4.68484899e-02 5.31966205e-02 1.21966246e-01
7.54715515e-02 -2.00141758e-02]
[ -1.71022099e-01 -8.41419107e-02 -3.05445002e-01 -2.28073318e-02
-3.45871442e-03 7.05477424e-02 -2.05156683e-01 -2.81142547e-02
2.58164757e-01 -1.26406458e-01]
[ 6.97695288e-02 -2.65237527e-01 9.30229598e-02 3.86241969e-02
1.15728681e-01 -1.13594341e-01 5.83757156e-02 -9.93066019e-02
1.64992881e-02 1.35692553e-01]
[ -7.87561537e-02 7.36522417e-02 -6.02200717e-04 -1.54357835e-01
3.84104797e-02 2.27872834e-02 9.38047128e-02 -1.02456704e-01
-2.03388950e-02 -1.25331548e-01]
[ -1.08482969e-01 -5.01241770e-02 -6.86638510e-02 -6.66042041e-03
3.56774786e-01 1.00694850e-01 1.71586973e-02 -1.56425062e-02
-1.67327903e-01 -2.05844996e-01]
[ -1.56063709e-01 6.11564189e-03 6.23776666e-02 2.30413453e-02
-1.75440078e-01 -2.20202383e-01 -1.80421715e-01 -1.96939893e-01
8.81455125e-02 1.75580463e-01]
[ -2.23007812e-01 -1.76187187e-01 1.17620879e-01 2.67466231e-01
-1.11482921e-01 -8.20424362e-02 -9.16456604e-02 -2.55341009e-01
-2.13428310e-01 -3.03164768e-03]
[ 1.19504732e-01 -5.92006754e-02 -1.62006634e-02 1.25467596e-01
-2.58171040e-02 -8.77518875e-02 1.19578575e-01 4.39675314e-03
3.66011379e-02 2.62269455e-02]
[ 3.42739623e-02 -5.12143912e-02 -2.12806815e-01 1.44415834e-01
-3.54185104e-02 8.86595586e-02 -7.66659195e-02 -2.00784747e-02
-9.73358372e-02 -8.17832867e-03]
[ -1.24904574e-01 -6.25603826e-02 -2.04987481e-01 1.50344099e-01
-1.48058627e-03 1.36194546e-01 1.27893830e-02 -2.50369514e-01
6.40094550e-02 -2.05251914e-01]
[ -7.38647671e-02 -4.32303622e-02 2.74253464e-01 9.22604002e-02
1.42030237e-01 -5.96516232e-02 -1.17857179e-01 1.20433055e-01
6.57196154e-02 2.58114065e-02]
[ 4.94454725e-02 -2.93700599e-02 8.55054013e-02 8.36569388e-02
9.18354418e-02 -1.61447248e-02 2.55962649e-01 1.20433734e-01
-3.78698444e-02 -7.05682009e-02]
[ 3.33677159e-03 -1.60149225e-01 -2.92375094e-01 -5.44972808e-02
2.28879965e-01 -8.93718003e-02 1.81485434e-01 1.63947003e-01
1.02731337e-01 -3.53520352e-02]
[ 5.04678978e-02 -6.09547477e-04 -1.18553796e-01 4.04875621e-02
-7.96183014e-02 3.24492913e-01 2.56400796e-01 2.05307962e-01
-1.65535562e-01 -6.13275991e-02]
[ 1.13514001e-02 -3.13375765e-03 1.25165879e-01 1.15344451e-01
-3.81159274e-02 1.02853898e-01 -1.72233430e-01 -4.06036465e-02
2.17021831e-01 8.85285435e-02]
[ 9.88564706e-02 5.49923539e-02 -5.25386135e-02 -1.16590845e-01
-6.07347242e-02 -3.24902165e-01 1.32246345e-01 8.00839034e-03
1.30698123e-01 7.47678871e-02]
[ -9.78629591e-02 1.43792315e-02 -1.51353192e-02 2.34285040e-02
7.08626519e-03 -2.03345130e-01 -9.37134222e-02 -1.97396835e-02
1.50484628e-02 1.29701481e-01]
[ -1.38026538e-01 -4.61148048e-02 -1.94331611e-01 4.67267664e-03
-2.78281607e-01 -7.20088620e-03 -3.02646065e-02 -2.29427644e-02
9.82054149e-03 7.22626892e-02]
[ -2.20004558e-02 -4.20020687e-02 -7.08235684e-02 -1.17001215e-01
4.99821668e-01 2.72749935e-01 5.14574695e-01 1.13756871e-01
-1.73661378e-01 -3.61535422e-01]
[ -8.42703189e-03 -3.29349541e-01 -2.58313876e-02 -6.32678941e-02
6.31071850e-01 9.80618537e-02 4.72072708e-01 9.21010528e-02
3.63393950e-02 -3.68478826e-01]
[ 1.79785042e-02 -3.88924035e-01 -3.97964314e-02 -9.91072801e-02
6.52879890e-01 2.11937561e-02 4.43716639e-01 4.92790703e-02
-3.55885612e-01 -2.07288827e-01]
[ -1.51977316e-01 -5.22898243e-01 -1.48600712e-03 -1.81477123e-01
7.00110839e-01 -9.69873259e-02 5.52925188e-01 -8.10905963e-02
-5.10072158e-02 1.01335210e-01]
[ -2.75993021e-01 -3.34603731e-01 6.12243637e-02 -3.24245294e-02
8.77276016e-01 1.37729163e-01 3.57989947e-01 4.87261340e-02
-7.74413855e-02 -1.20511432e-01]
[ -1.79780681e-01 -2.19455618e-01 2.60725599e-01 -2.14872263e-01
5.76202868e-01 -5.31388542e-02 6.05623049e-01 1.50412961e-02
-2.34044956e-01 -8.25813383e-04]
[ -1.10426101e-01 -1.64413643e-01 -1.72087876e-01 -7.71454354e-02
4.15578756e-01 -2.37518351e-01 1.20015857e-01 1.70749486e-01
8.82798981e-03 -9.42052420e-02]
[ 1.25815515e-01 2.66284399e-01 1.70743310e-01 -7.03353514e-02
-1.39687081e-01 4.31807745e-02 -1.78893820e-01 2.84776309e-01
8.97893745e-02 1.93562547e-01]
[ 3.40733270e-01 2.84603729e-01 -8.78969783e-02 3.04476562e-01
-8.71603146e-01 -2.83827481e-01 -4.45876854e-01 1.77216193e-01
3.70546714e-01 -5.18721546e-02]
[ 5.30935287e-02 1.58617023e-01 2.55515410e-01 2.59884393e-01
-8.41875434e-02 -1.98246016e-01 -1.94877631e-01 -1.32342601e-01
-1.32909880e-01 -2.78108789e-01]
[ 2.57264660e-02 -4.71118896e-02 -1.17295516e-01 -5.15084710e-02
2.43687081e-01 4.10214358e-02 -1.27803344e-02 -1.84137396e-01
3.67127600e-02 2.11437427e-01]
[ -2.82807982e-05 -5.65953851e-02 -6.66678333e-02 -5.12419888e-02
-1.15405906e-02 -1.75224049e-01 9.12522837e-02 1.02062394e-02
3.71640266e-02 7.80665459e-03]
[ 2.06829130e-02 4.53645065e-02 2.41121456e-01 6.27383371e-02
-1.91350217e-01 -1.30231084e-01 1.37895228e-01 3.93084388e-02
-1.94761408e-01 9.87782302e-02]
[ 6.10010966e-02 5.01519867e-04 1.03108566e-01 -7.07385141e-03
-1.92267489e-01 7.45806074e-02 9.74938591e-02 -2.71302486e-01
-2.82896468e-02 -1.02555062e-01]
[ -2.29134852e-02 5.63171201e-02 7.92822910e-02 -4.57276707e-02
1.63106451e-02 1.86898627e-01 1.32408870e-01 1.17859972e-01
-3.32809061e-02 1.59011528e-01]
[ 2.09211338e-01 3.31232014e-02 2.32961839e-02 6.48947311e-02
1.06068588e-01 -1.66363283e-02 -1.25741025e-01 1.47556380e-01
-6.71050069e-02 -3.50775481e-02]
[ 2.88823969e-02 -5.35176974e-02 1.09002837e-02 2.25033343e-02
-3.49095523e-01 -1.16882150e-01 -1.69444347e-01 4.03265279e-02
1.06283746e-01 1.77929456e-01]
[ 2.12194277e-02 5.06533064e-01 1.10159629e-01 3.80343621e-01
-9.91790478e-01 -2.97180965e-01 -5.99218466e-01 -7.44725574e-02
2.60729722e-01 3.05597356e-01]
[ 1.74757060e-01 5.17782343e-01 6.09947251e-02 4.10677847e-01
-8.20113641e-01 -8.18167305e-02 -4.50307389e-01 1.50434153e-01
1.97279311e-01 4.84201617e-01]
[ 2.58213818e-01 2.93928369e-01 2.45063891e-01 1.40801450e-01
-3.91859635e-01 8.21008836e-02 -2.05191399e-01 1.62600447e-01
2.35258758e-01 7.45370008e-02]
[ -7.68933263e-02 2.06414450e-01 2.40070336e-01 1.05962861e-02
-1.83767244e-02 1.32817544e-01 -8.65192151e-02 -1.53241644e-02
-3.78220571e-02 4.57982450e-02]
[ -9.86119154e-02 -1.03542066e-02 2.45713136e-02 9.11632792e-02
-4.56100238e-02 1.16914424e-01 2.61283135e-01 2.02747160e-02
-2.76523912e-01 -9.53076924e-02]
[ -2.17241861e-01 -1.35089881e-02 -9.20343305e-02 -3.41421771e-01
1.71893476e-01 1.19100527e-01 9.48902679e-02 1.03745982e-01
-2.05467894e-01 3.51058795e-02]
[ 1.83301515e-02 -3.48512658e-01 -1.23349428e-01 -1.50977608e-01
3.39424815e-01 2.29109566e-02 1.49678290e-01 1.53232543e-01
-1.56731478e-01 -2.09063229e-01]
[ 1.44398163e-01 -1.60144318e-01 -1.40253707e-01 -3.53196455e-03
1.31994249e-01 -5.98173643e-02 -6.04622315e-03 -1.48868875e-01
1.31199138e-01 -1.10119739e-01]
[ -1.18787426e-01 1.42129792e-01 2.58616284e-01 -2.11677236e-02
1.64488394e-01 8.75276932e-02 -1.07361331e-02 -2.98553328e-01
-1.21114975e-01 -6.07896543e-02]
[ -3.56557026e-01 7.29931144e-02 8.39563756e-03 -3.96052839e-02
1.69013542e-01 -1.66825260e-01 -1.93587564e-02 2.34455639e-01
-1.00106238e-01 6.79878064e-02]
[ 1.48699197e-01 9.81849706e-02 -2.38134961e-01 -9.23638214e-02
1.17727890e-01 -2.92574431e-01 1.54478121e-02 -1.68037142e-01
-3.77234622e-03 -1.89652404e-01]
[ 2.05266483e-01 -1.61011351e-01 5.87262036e-02 -3.37369190e-02
9.76156688e-02 -2.84524498e-02 9.74657441e-03 -1.37449056e-01
1.03662615e-01 -1.89705113e-01]
[ -1.07506397e-01 -4.33295297e-02 1.19663528e-01 1.04633716e-01
4.69063652e-02 -1.10644061e-01 2.46254583e-01 -7.74598085e-02
1.81962371e-01 -7.49535088e-03]
[ 2.06949868e-02 -1.27583328e-01 2.14298947e-01 -2.16519085e-01
2.64910477e-02 1.05757093e-01 5.52168738e-03 -1.13232895e-01
3.99421161e-02 2.52097938e-01]]
[[ 0.55056288]
[ 1.40655918]
[ 0.26346208]
[ 0.79573365]
[-2.53085404]
[-0.27877796]
[-1.51692983]
[ 0.02614269]
[ 0.62031327]
[ 0.83770336]]
Progress: 20.4% ... Training loss: 0.308 ... Validation loss: 0.497[[ 1.56406133e-01 2.05785279e-01 -1.13378100e-01 9.86131624e-02
-4.91826896e-01 -6.73704822e-02 -5.12316576e-02 1.23336599e-01
-7.94034754e-02 1.82237524e-01]
[ 1.11036469e-02 1.58281458e-01 -2.17800088e-02 3.49837359e-02
1.14177807e-01 -3.78877173e-03 3.11175139e-01 4.10159753e-02
1.34726066e-01 -3.46897032e-02]
[ 1.79595939e-01 4.24254526e-01 1.93529480e-02 5.32257888e-02
1.72019635e-01 -4.38153779e-02 -5.10744993e-01 -3.61130766e-02
7.74145891e-02 3.04453507e-01]
[ -2.22054357e-02 -2.97941947e-01 -2.38380551e-01 3.03361057e-02
-4.14124555e-03 1.64147382e-01 1.29963003e-01 5.58560844e-02
1.93554377e-02 1.13644108e-01]
[ -1.52458293e-03 1.67979385e-01 -1.44575368e-01 4.52294856e-02
7.18936460e-02 -1.80324961e-01 2.73348455e-02 -1.19634289e-01
-1.83222032e-01 1.77699869e-02]
[ -3.54788907e-01 -3.72275554e-01 -2.88044758e-01 1.53714105e-01
1.59024849e-01 4.53440629e-02 6.90645936e-02 -3.55009947e-02
-5.90232188e-03 2.36279364e-02]
[ 4.63598497e-04 -1.59045692e-01 1.15213072e-02 9.84874121e-02
-4.03420263e-02 -7.31796073e-02 1.60387896e-01 -1.89576025e-01
1.90583166e-01 3.85831452e-02]
[ 1.14773202e-01 -2.22833778e-01 3.32240651e-02 -6.76246536e-02
1.25670868e-01 -4.59712858e-02 5.75366681e-02 1.21885989e-01
7.35732173e-02 -2.25525615e-02]
[ -1.70414335e-01 -8.29332146e-02 -3.05169071e-01 -2.19246376e-02
-6.22912063e-03 7.02567982e-02 -2.06594966e-01 -2.80850076e-02
2.58851228e-01 -1.25535950e-01]
[ 6.97635538e-02 -2.66316159e-01 9.28584671e-02 3.86036857e-02
1.14849251e-01 -1.13539072e-01 5.91762711e-02 -9.93127737e-02
1.64411079e-02 1.35357250e-01]
[ -7.78169508e-02 7.52524023e-02 -1.59182255e-04 -1.52868143e-01
3.37428420e-02 2.23207685e-02 9.18231703e-02 -1.02405976e-01
-1.90971225e-02 -1.24021271e-01]
[ -1.08778578e-01 -5.09438490e-02 -6.87934234e-02 -7.03245368e-03
3.58052465e-01 1.00842093e-01 1.80060243e-02 -1.56569963e-02
-1.67661769e-01 -2.06269538e-01]
[ -1.56291143e-01 5.53478697e-03 6.22495910e-02 2.27155566e-02
-1.74748615e-01 -2.20066828e-01 -1.79689996e-01 -1.96952367e-01
8.78436922e-02 1.75192482e-01]
[ -2.23561776e-01 -1.77953869e-01 1.17346596e-01 2.66819834e-01
-1.09907109e-01 -8.17716861e-02 -8.98950055e-02 -2.55366925e-01
-2.14091078e-01 -3.88899579e-03]
[ 1.20064549e-01 -5.82579091e-02 -1.59053416e-02 1.26436598e-01
-2.88248516e-02 -8.80885517e-02 1.18788499e-01 4.42706968e-03
3.73253052e-02 2.71109941e-02]
[ 3.44621669e-02 -5.08862089e-02 -2.12712068e-01 1.44735348e-01
-3.63309076e-02 8.85434889e-02 -7.72126411e-02 -2.00682304e-02
-9.70988559e-02 -7.85807068e-03]
[ -1.24000903e-01 -6.02802310e-02 -2.04555467e-01 1.51638876e-01
-5.49073417e-03 1.35733905e-01 1.03179293e-02 -2.50328099e-01
6.50409229e-02 -2.03847484e-01]
[ -7.42122526e-02 -4.42339845e-02 2.74027080e-01 9.17743100e-02
1.43549044e-01 -5.94400775e-02 -1.16597043e-01 1.20414464e-01
6.54093552e-02 2.50024743e-02]
[ 5.00560112e-02 -2.81060021e-02 8.57627674e-02 8.45064897e-02
8.91457962e-02 -1.64128520e-02 2.54304771e-01 1.20463728e-01
-3.71536690e-02 -6.97134294e-02]
[ 2.82028919e-03 -1.61530400e-01 -2.92669523e-01 -5.53460182e-02
2.31432766e-01 -8.90761939e-02 1.82854464e-01 1.63920098e-01
1.02110668e-01 -3.62160164e-02]
[ 5.03092537e-02 -1.04950440e-03 -1.18660742e-01 4.01717443e-02
-7.91416479e-02 3.24611004e-01 2.56869500e-01 2.05298553e-01
-1.65777314e-01 -6.16857301e-02]
[ 1.09091102e-02 -4.35120298e-03 1.24958534e-01 1.14682580e-01
-3.61936507e-02 1.03093296e-01 -1.70908806e-01 -4.06253543e-02
2.16498890e-01 8.78880470e-02]
[ 9.91868275e-02 5.58328395e-02 -5.23815773e-02 -1.16102526e-01
-6.22648100e-02 -3.25066752e-01 1.31340081e-01 8.02457703e-03
1.31060342e-01 7.52815432e-02]
[ -9.81124403e-02 1.37472412e-02 -1.52552559e-02 2.30657664e-02
8.22772212e-03 -2.03217380e-01 -9.30686238e-02 -1.97517019e-02
1.47936438e-02 1.29321281e-01]
[ -1.37940594e-01 -4.62085753e-02 -1.94317895e-01 4.84452304e-03
-2.78897316e-01 -7.24638361e-03 -3.03121022e-02 -2.29387820e-02
9.91064523e-03 7.23570643e-02]
[ -2.14916853e-02 -4.10198002e-02 -7.05720904e-02 -1.16218504e-01
4.97455291e-01 2.72490048e-01 5.13488235e-01 1.13782699e-01
-1.73051693e-01 -3.60771475e-01]
[ -8.30694673e-03 -3.29150888e-01 -2.57788391e-02 -6.30889403e-02
6.30590740e-01 9.80013614e-02 4.71791122e-01 9.21066226e-02
3.64723223e-02 -3.68311554e-01]
[ 1.74627548e-02 -3.90289856e-01 -4.00582256e-02 -9.99005523e-02
6.55136846e-01 2.14699819e-02 4.45331986e-01 4.92542566e-02
-3.56502923e-01 -2.08103583e-01]
[ -1.52372959e-01 -5.23879891e-01 -1.67485504e-03 -1.82054481e-01
7.01791334e-01 -9.67909093e-02 5.53951897e-01 -8.11091221e-02
-5.14478435e-02 1.00783544e-01]
[ -2.76291080e-01 -3.35362973e-01 6.10899501e-02 -3.28469538e-02
8.78398973e-01 1.37870681e-01 3.58816087e-01 4.87127419e-02
-7.77587813e-02 -1.20957142e-01]
[ -1.79749773e-01 -2.19555608e-01 2.60755422e-01 -2.14788288e-01
5.75860134e-01 -5.31679582e-02 6.05735313e-01 1.50440522e-02
-2.33980373e-01 -7.53456357e-04]
[ -1.10751047e-01 -1.65348366e-01 -1.72241741e-01 -7.75349272e-02
4.16857094e-01 -2.37378598e-01 1.20923549e-01 1.70736652e-01
8.50712755e-03 -9.45540713e-02]
[ 1.26295207e-01 2.67435182e-01 1.70967819e-01 -6.96529438e-02
-1.41792910e-01 4.29435601e-02 -1.80163207e-01 2.84797986e-01
9.03245620e-02 1.94229229e-01]
[ 3.39474639e-01 2.81130202e-01 -8.85473159e-02 3.02617863e-01
-8.66170225e-01 -2.83150305e-01 -4.42229035e-01 1.77151408e-01
3.69172449e-01 -5.38720806e-02]
[ 5.31815471e-02 1.58852721e-01 2.55568510e-01 2.60043399e-01
-8.47036783e-02 -1.98301711e-01 -1.95102585e-01 -1.32337136e-01
-1.32788858e-01 -2.77962816e-01]
[ 2.60793690e-02 -4.63492660e-02 -1.17126060e-01 -5.09980245e-02
2.42065013e-01 4.08518393e-02 -1.37255237e-02 -1.84120995e-01
3.70913477e-02 2.11957630e-01]
[ 9.90947065e-04 -5.39374927e-02 -6.61908303e-02 -4.96741069e-02
-1.65821044e-02 -1.75777994e-01 8.83980155e-02 1.02568256e-02
3.83756821e-02 9.21374549e-03]
[ 2.13355939e-02 4.70589139e-02 2.41401451e-01 6.36788348e-02
-1.94259672e-01 -1.30552464e-01 1.36063097e-01 3.93382999e-02
-1.93997418e-01 9.97534364e-02]
[ 6.07656737e-02 -7.46625942e-05 1.02993413e-01 -7.42105698e-03
-1.91269687e-01 7.46908650e-02 9.80929540e-02 -2.71313334e-01
-2.85561130e-02 -1.02894229e-01]
[ -2.29426711e-02 5.63461675e-02 7.92501625e-02 -4.57803986e-02
1.64575418e-02 1.86911337e-01 1.32458709e-01 1.17858134e-01
-3.33313335e-02 1.58917534e-01]
[ 2.09143003e-01 3.29476842e-02 2.32628338e-02 6.47956849e-02
1.06380833e-01 -1.66028949e-02 -1.25548908e-01 1.47553077e-01
-6.71846076e-02 -3.51850462e-02]
[ 2.91635667e-02 -5.28411373e-02 1.10327880e-02 2.29019288e-02
-3.50361268e-01 -1.17010823e-01 -1.70107473e-01 4.03397834e-02
1.06578064e-01 1.78325814e-01]
[ 2.20751664e-02 5.08252605e-01 1.10504091e-01 3.81453396e-01
-9.94801818e-01 -2.97547010e-01 -6.01329412e-01 -7.44322911e-02
2.61652996e-01 3.06609941e-01]
[ 1.73617300e-01 5.14480953e-01 6.04013579e-02 4.09131483e-01
-8.15746376e-01 -8.11856947e-02 -4.46908138e-01 1.50376747e-01
1.95886626e-01 4.82406760e-01]
[ 2.58091656e-01 2.93624573e-01 2.45011803e-01 1.40562501e-01
-3.91195957e-01 8.21767429e-02 -2.04846335e-01 1.62592343e-01
2.35118601e-01 7.43736157e-02]
[ -7.68130016e-02 2.06622000e-01 2.40124905e-01 1.07503923e-02
-1.88828802e-02 1.32762193e-01 -8.68006821e-02 -1.53189740e-02
-3.77035494e-02 4.59689676e-02]
[ -9.83203760e-02 -9.67182226e-03 2.47068124e-02 9.16019959e-02
-4.70169902e-02 1.16757278e-01 2.60617763e-01 2.02888175e-02
-2.76179831e-01 -9.48712562e-02]
[ -2.17269367e-01 -1.35283737e-02 -9.20422447e-02 -3.41449441e-01
1.71992884e-01 1.19109946e-01 9.49252254e-02 1.03745012e-01
-2.05487511e-01 3.50784351e-02]
[ 1.83946787e-02 -3.48397842e-01 -1.23310238e-01 -1.50860112e-01
3.39063357e-01 2.28732315e-02 1.49534942e-01 1.53235997e-01
-1.56661975e-01 -2.08948378e-01]
[ 1.43658956e-01 -1.62295079e-01 -1.40645989e-01 -4.63013334e-03
1.35542777e-01 -5.94126197e-02 -3.99079516e-03 -1.48909965e-01
1.30498784e-01 -1.11274167e-01]
[ -1.19911839e-01 1.39023069e-01 2.58043465e-01 -2.26937254e-02
1.68747069e-01 8.81302557e-02 -7.32382659e-03 -2.98609924e-01
-1.22471157e-01 -6.26178490e-02]
[ -3.55145490e-01 7.62537250e-02 9.09201398e-03 -3.74950116e-02
1.62523531e-01 -1.67573849e-01 -2.28916846e-02 2.34527551e-01
-9.84315087e-02 7.00681795e-02]
[ 1.49143637e-01 9.88379019e-02 -2.37945158e-01 -9.16794958e-02
1.15284050e-01 -2.92804425e-01 1.45423102e-02 -1.68013753e-01
-3.23697460e-03 -1.88994504e-01]
[ 2.05221494e-01 -1.61189422e-01 5.86979174e-02 -3.38125787e-02
9.78415405e-02 -2.84319310e-02 9.92063175e-03 -1.37451240e-01
1.03597894e-01 -1.89804912e-01]
[ -1.07849018e-01 -4.45924430e-02 1.19455440e-01 1.04107904e-01
4.82770194e-02 -1.10438949e-01 2.47480275e-01 -7.74765518e-02
1.81563696e-01 -8.09078354e-03]
[ 2.15004265e-02 -1.25677399e-01 2.14635122e-01 -2.15316682e-01
2.24432429e-02 1.05374291e-01 3.49069217e-03 -1.13193993e-01
4.07998520e-02 2.53199972e-01]]
[[ 0.54966384]
[ 1.40783118]
[ 0.26458252]
[ 0.79559111]
[-2.5295492 ]
[-0.27756244]
[-1.51326632]
[ 0.0268068 ]
[ 0.6208181 ]
[ 0.83772244]]
Progress: 20.5% ... Training loss: 0.308 ... Validation loss: 0.495[[ 1.57411317e-01 2.08022527e-01 -1.12843052e-01 1.00195571e-01
-4.96315745e-01 -6.79536427e-02 -5.35091654e-02 1.23392683e-01
-7.81673312e-02 1.83639740e-01]
[ 1.12901033e-02 1.58706886e-01 -2.16610016e-02 3.53451533e-02
1.13172613e-01 -3.88340345e-03 3.10589700e-01 4.10281831e-02
1.35008216e-01 -3.43308893e-02]
[ 1.79048822e-01 4.24923075e-01 1.92200217e-02 5.22890423e-02
1.74983793e-01 -4.35239005e-02 -5.11008828e-01 -3.61399980e-02
7.67690677e-02 3.03505389e-01]
[ -1.89739619e-02 -2.90904806e-01 -2.36883570e-01 3.50492508e-02
-1.74650167e-02 1.62595410e-01 1.22538567e-01 5.60144611e-02
2.29651660e-02 1.18674937e-01]
[ -1.97078972e-03 1.66780475e-01 -1.44806863e-01 4.45419402e-02
7.34756394e-02 -1.80154428e-01 2.91629487e-02 -1.19652889e-01
-1.83501678e-01 1.69670876e-02]
[ -3.54775458e-01 -3.73335672e-01 -2.88043755e-01 1.53942078e-01
1.58081857e-01 4.52459213e-02 7.00397358e-02 -3.54950328e-02
-5.79726297e-03 2.36874613e-02]
[ 4.41674437e-04 -1.59280708e-01 1.15473020e-02 9.83872458e-02
-3.94606424e-02 -7.31498995e-02 1.60476393e-01 -1.89578091e-01
1.90673348e-01 3.86526484e-02]
[ 1.16142211e-01 -2.19384752e-01 3.39226494e-02 -6.55708259e-02
1.19306469e-01 -4.66893822e-02 5.39831115e-02 1.21957432e-01
7.51798312e-02 -2.07494173e-02]
[ -1.70753307e-01 -8.38707206e-02 -3.05304489e-01 -2.23668832e-02
-4.80098808e-03 7.04115141e-02 -2.05555654e-01 -2.80992341e-02
2.58448308e-01 -1.26020130e-01]
[ 6.97882602e-02 -2.66804301e-01 9.29633790e-02 3.87283259e-02
1.14281558e-01 -1.13627032e-01 5.92908440e-02 -9.93045831e-02
1.66265890e-02 1.35369431e-01]
[ -7.81537647e-02 7.42390758e-02 -3.08131904e-04 -1.53236496e-01
3.52229301e-02 2.24433873e-02 9.31474069e-02 -1.02420009e-01
-1.94042025e-02 -1.24529545e-01]
[ -1.07444910e-01 -4.82259948e-02 -6.81592212e-02 -5.04935164e-03
3.52142195e-01 1.00175620e-01 1.51166093e-02 -1.55900424e-02
-1.66141236e-01 -2.04325453e-01]
[ -1.56291143e-01 5.53478697e-03 6.22495910e-02 2.27155566e-02
-1.74748615e-01 -2.20066828e-01 -1.79689996e-01 -1.96952367e-01
8.78436922e-02 1.75192482e-01]
[ -2.23482326e-01 -1.77961674e-01 1.17394194e-01 2.66968572e-01
-1.10331473e-01 -8.18161586e-02 -8.99659837e-02 -2.55361652e-01
-2.13981526e-01 -3.77601216e-03]
[ 1.20053917e-01 -5.89082778e-02 -1.59444733e-02 1.26500523e-01
-2.94460023e-02 -8.81315510e-02 1.19420808e-01 4.42760049e-03
3.73260849e-02 2.70758667e-02]
[ 3.47087853e-02 -5.03658205e-02 -2.12549912e-01 1.45194508e-01
-3.72586275e-02 8.83921981e-02 -7.78139626e-02 -2.00515332e-02
-9.67015712e-02 -7.33393502e-03]
[ -1.23242161e-01 -5.86764614e-02 -2.04198159e-01 1.52682306e-01
-8.36514284e-03 1.35367700e-01 8.38926688e-03 -2.50293029e-01
6.59062719e-02 -2.02771089e-01]
[ -7.49473441e-02 -4.61706632e-02 2.73681206e-01 9.06863954e-02
1.46968213e-01 -5.90751697e-02 -1.14534989e-01 1.20377334e-01
6.46145491e-02 2.39555951e-02]
[ 4.95359629e-02 -2.92363737e-02 8.55292006e-02 8.37550747e-02
9.13869782e-02 -1.61650521e-02 2.55700810e-01 1.20439056e-01
-3.77204535e-02 -7.04618289e-02]
[ 2.78053760e-03 -1.61614683e-01 -2.92687737e-01 -5.53849451e-02
2.31858011e-01 -8.90615591e-02 1.82850659e-01 1.63918618e-01
1.02071106e-01 -3.61818687e-02]
[ 5.09001465e-02 4.83859606e-04 -1.18345110e-01 4.10969123e-02
-8.22198181e-02 3.24302131e-01 2.55162958e-01 2.05329010e-01
-1.65065045e-01 -6.08847856e-02]
[ 1.18595553e-02 -2.14869395e-03 1.25419397e-01 1.16042744e-01
-4.05223333e-02 1.02616551e-01 -1.73093753e-01 -4.05767282e-02
2.17564296e-01 8.90395350e-02]
[ 9.94922516e-02 5.66005724e-02 -5.22102584e-02 -1.15611528e-01
-6.36978471e-02 -3.25226675e-01 1.30553596e-01 8.04133695e-03
1.31381091e-01 7.57934136e-02]
[ -9.84647560e-02 1.27658755e-02 -1.54192411e-02 2.25580460e-02
9.86635350e-03 -2.03051897e-01 -9.20633805e-02 -1.97683265e-02
1.44104199e-02 1.28774392e-01]
[ -1.38192767e-01 -4.68290814e-02 -1.94441835e-01 4.47830746e-03
-2.77931884e-01 -7.12051604e-03 -2.95756132e-02 -2.29511778e-02
9.62256448e-03 7.19703867e-02]
[ -2.15888817e-02 -4.12374702e-02 -7.06056452e-02 -1.16319718e-01
4.97741423e-01 2.72526223e-01 5.13805463e-01 1.13779282e-01
-1.73135477e-01 -3.60910475e-01]
[ -7.85847713e-03 -3.28523749e-01 -2.55890723e-02 -6.24033345e-02
6.28666942e-01 9.77591411e-02 4.71104143e-01 9.21299018e-02
3.69844917e-02 -3.67716081e-01]
[ 1.76401641e-02 -3.90000109e-01 -3.99709992e-02 -9.96245687e-02
6.54413931e-01 2.13789139e-02 4.45001451e-01 4.92633514e-02
-3.56310647e-01 -2.07832413e-01]
[ -1.52064135e-01 -5.23283284e-01 -1.51746914e-03 -1.81554490e-01
7.00556911e-01 -9.69662749e-02 5.53291762e-01 -8.10924378e-02
-5.10613005e-02 1.01299225e-01]
[ -2.76409543e-01 -3.35641761e-01 6.10329697e-02 -3.30188959e-02
8.78864305e-01 1.37931311e-01 3.59115070e-01 4.87071963e-02
-7.78943841e-02 -1.21140469e-01]
[ -1.80041998e-01 -2.20412735e-01 2.60629480e-01 -2.15199416e-01
5.77059250e-01 -5.30248165e-02 6.06489175e-01 1.50307222e-02
-2.34312531e-01 -1.19829700e-03]
[ -1.11236955e-01 -1.66608056e-01 -1.72485330e-01 -7.82587605e-02
4.19185138e-01 -2.37127832e-01 1.22338585e-01 1.70712606e-01
7.94651488e-03 -9.52429627e-02]
[ 1.26890582e-01 2.68876402e-01 1.71240019e-01 -6.87903759e-02
-1.44491043e-01 4.26564820e-02 -1.81754702e-01 2.84826940e-01
9.09856814e-02 1.95136923e-01]
[ 3.39515112e-01 2.81313131e-01 -8.84940215e-02 3.02679870e-01
-8.66181097e-01 -2.83160143e-01 -4.42501778e-01 1.77154055e-01
3.69318194e-01 -5.37388603e-02]
[ 5.32708720e-02 1.59079335e-01 2.55615637e-01 2.60176107e-01
-8.50831113e-02 -1.98351480e-01 -1.95351005e-01 -1.32332754e-01
-1.32674718e-01 -2.77823206e-01]
[ 2.58661849e-02 -4.69627214e-02 -1.17219996e-01 -5.13348579e-02
2.43137851e-01 4.09632502e-02 -1.30937896e-02 -1.84132129e-01
3.68508375e-02 2.11634241e-01]
[ 8.67388490e-04 -5.41407373e-02 -6.62357743e-02 -4.98093614e-02
-1.62368294e-02 -1.75746120e-01 8.86306714e-02 1.02519602e-02
3.82760942e-02 9.00453055e-03]
[ 2.16804592e-02 4.79071712e-02 2.41556648e-01 6.41681110e-02
-1.95640958e-01 -1.30712824e-01 1.35168602e-01 3.93546873e-02
-1.93616000e-01 1.00268773e-01]
[ 6.10612421e-02 4.42436628e-04 1.03132455e-01 -6.97273573e-03
-1.92597784e-01 7.45420961e-02 9.74825235e-02 -2.71298218e-01
-2.82094009e-02 -1.02438074e-01]
[ -2.27830883e-02 5.68881311e-02 7.93343332e-02 -4.55553514e-02
1.55196410e-02 1.86819336e-01 1.32027759e-01 1.17865268e-01
-3.31576725e-02 1.58980494e-01]
[ 2.09114194e-01 3.27928972e-02 2.32654494e-02 6.48108637e-02
1.06393432e-01 -1.65854069e-02 -1.25596330e-01 1.47553518e-01
-6.71729124e-02 -3.51823355e-02]
[ 2.92300505e-02 -5.27478342e-02 1.10742471e-02 2.30104789e-02
-3.50686199e-01 -1.17053706e-01 -1.70271824e-01 4.03436502e-02
1.06661905e-01 1.78423120e-01]
[ 2.22104592e-02 5.08437944e-01 1.10580739e-01 3.81645047e-01
-9.95922090e-01 -2.97631490e-01 -6.01294036e-01 -7.44236884e-02
2.61790039e-01 3.06725736e-01]
[ 1.73396313e-01 5.13738337e-01 6.02810825e-02 4.08751475e-01
-8.14662416e-01 -8.10651843e-02 -4.46244945e-01 1.50362996e-01
1.95631594e-01 4.82042318e-01]
[ 2.58640241e-01 2.95046479e-01 2.45296909e-01 1.41457373e-01
-3.93782454e-01 8.18738751e-02 -2.06381359e-01 1.62622454e-01
2.35770342e-01 7.52961043e-02]
[ -7.71126252e-02 2.06031005e-01 2.39977572e-01 1.03024973e-02
-1.74387008e-02 1.32911304e-01 -8.59640971e-02 -1.53341858e-02
-3.80461162e-02 4.55143494e-02]
[ -9.82287467e-02 -9.51022936e-03 2.47524216e-02 9.17293490e-02
-4.74692420e-02 1.16707827e-01 2.60371351e-01 2.02938933e-02
-2.76081016e-01 -9.47371187e-02]
[ -2.17544937e-01 -1.42413548e-02 -9.21682767e-02 -3.41844112e-01
1.73296808e-01 1.19240366e-01 9.56730351e-02 1.03731502e-01
-2.05796163e-01 3.46512431e-02]
[ 1.82698810e-02 -3.48683820e-01 -1.23364336e-01 -1.51037057e-01
3.39624893e-01 2.29260426e-02 1.49871266e-01 1.53230144e-01
-1.56801456e-01 -2.09135208e-01]
[ 1.42845208e-01 -1.64767564e-01 -1.41071601e-01 -5.80678969e-03
1.39657951e-01 -5.90058927e-02 -1.19264513e-03 -1.48950160e-01
1.29555298e-01 -1.12596159e-01]
[ -1.19865794e-01 1.38919364e-01 2.58072832e-01 -2.26917377e-02
1.68639834e-01 8.81192801e-02 -7.44459821e-03 -2.98608214e-01
-1.22406770e-01 -6.25343818e-02]
[ -3.55788001e-01 7.46982998e-02 8.78640435e-03 -3.84228580e-02
1.65395280e-01 -1.67256962e-01 -2.11801214e-02 2.34496209e-01
-9.91513537e-02 6.91007307e-02]
[ 1.49502609e-01 9.94808550e-02 -2.37755467e-01 -9.11405548e-02
1.13928717e-01 -2.93008982e-01 1.37770360e-02 -1.67995358e-01
-2.89605804e-03 -1.88392752e-01]
[ 2.06113155e-01 -1.58963001e-01 5.91613262e-02 -3.24876407e-02
9.38687956e-02 -2.88686430e-02 7.40204974e-03 -1.37405916e-01
1.04690931e-01 -1.88340528e-01]
[ -1.07155658e-01 -4.33174889e-02 1.19803558e-01 1.05145942e-01
4.51745397e-02 -1.10804620e-01 2.46269365e-01 -7.74392992e-02
1.82402614e-01 -7.16824780e-03]
[ 2.19882081e-02 -1.24473727e-01 2.14925923e-01 -2.14376694e-01
1.89962383e-02 1.05036778e-01 2.14591187e-03 -1.13164024e-01
4.15248594e-02 2.53865265e-01]]
[[ 0.55590122]
[ 1.41050019]
[ 0.26841044]
[ 0.80103339]
[-2.52625146]
[-0.2708956 ]
[-1.50703599]
[ 0.03155731]
[ 0.62615741]
[ 0.84224935]]
Progress: 20.6% ... Training loss: 0.305 ... Validation loss: 0.493[[ 1.56695075e-01 2.06761661e-01 -1.13126174e-01 9.93249403e-02
-4.93112710e-01 -6.76851886e-02 -5.18649715e-02 1.23361646e-01
-7.90035406e-02 1.82903904e-01]
[ 1.13590748e-02 1.58845329e-01 -2.16226089e-02 3.55062509e-02
1.12704352e-01 -3.92974155e-03 3.10556578e-01 4.10324009e-02
1.35084552e-01 -3.42128388e-02]
[ 1.77645834e-01 4.22006124e-01 1.85149253e-02 5.00412060e-02
1.81322725e-01 -4.27855032e-02 -5.07640243e-01 -3.62220532e-02
7.49700774e-02 3.01361953e-01]
[ -1.98204716e-02 -2.93146153e-01 -2.37281153e-01 3.36221276e-02
-1.27111478e-02 1.63002431e-01 1.25225834e-01 5.59687854e-02
2.20611364e-02 1.17365925e-01]
[ -2.26858044e-03 1.65626307e-01 -1.44993902e-01 4.42314769e-02
7.33225195e-02 -1.79962413e-01 3.02515055e-02 -1.19675739e-01
-1.83779405e-01 1.64722365e-02]
[ -3.54749159e-01 -3.73301781e-01 -2.88015915e-01 1.54110285e-01
1.57756615e-01 4.51869215e-02 7.01275116e-02 -3.54905155e-02
-5.73480294e-03 2.38127879e-02]
[ -4.25873096e-04 -1.61204870e-01 1.11706512e-02 9.71501350e-02
-3.52042688e-02 -7.27509509e-02 1.62629977e-01 -1.89622476e-01
1.89660694e-01 3.75110954e-02]
[ 1.15770364e-01 -2.20381171e-01 3.37607831e-02 -6.60270861e-02
1.20172216e-01 -4.65527735e-02 5.51598836e-02 1.21941328e-01
7.47678431e-02 -2.12289731e-02]
[ -1.71167870e-01 -8.48016158e-02 -3.05504309e-01 -2.29597198e-02
-3.08073457e-03 7.05980461e-02 -2.04290756e-01 -2.81222367e-02
2.58027960e-01 -1.26650098e-01]
[ 6.92186369e-02 -2.67714391e-01 9.28118891e-02 3.81935563e-02
1.15737594e-01 -1.13442087e-01 6.08057567e-02 -9.93254405e-02
1.60404630e-02 1.34849857e-01]
[ -7.92735146e-02 7.13545441e-02 -8.62404986e-04 -1.54889367e-01
4.03646622e-02 2.29656971e-02 9.62586733e-02 -1.02482491e-01
-2.06772839e-02 -1.26203587e-01]
[ -1.07383194e-01 -4.82489586e-02 -6.81639563e-02 -4.97971225e-03
3.52061559e-01 1.00131454e-01 1.51734606e-02 -1.55856771e-02
-1.66064558e-01 -2.04257587e-01]
[ -1.56291143e-01 5.53478697e-03 6.22495910e-02 2.27155566e-02
-1.74748615e-01 -2.20066828e-01 -1.79689996e-01 -1.96952367e-01
8.78436922e-02 1.75192482e-01]
[ -2.23402196e-01 -1.78122236e-01 1.17467890e-01 2.67230729e-01
-1.11355188e-01 -8.18964451e-02 -9.00223145e-02 -2.55352639e-01
-2.13850977e-01 -3.56855684e-03]
[ 1.20287832e-01 -5.81798278e-02 -1.58560622e-02 1.26818720e-01
-2.99678980e-02 -8.82538849e-02 1.18773059e-01 4.43970188e-03
3.75875457e-02 2.74451639e-02]
[ 3.45621355e-02 -5.06377063e-02 -2.12613227e-01 1.44960478e-01
-3.65313331e-02 8.84629458e-02 -7.74693177e-02 -2.00601774e-02
-9.68726305e-02 -7.56032332e-03]
[ -1.23673427e-01 -5.98116896e-02 -2.04395282e-01 1.52090055e-01
-6.50851216e-03 1.35563118e-01 9.57587905e-03 -2.50313585e-01
6.54462708e-02 -2.03415805e-01]
[ -7.48443435e-02 -4.57764961e-02 2.73760559e-01 9.08662945e-02
1.46829838e-01 -5.91311977e-02 -1.14942941e-01 1.20385669e-01
6.47024476e-02 2.42265471e-02]
[ 4.90484453e-02 -3.04755389e-02 8.52761981e-02 8.30426839e-02
9.34413004e-02 -1.59173042e-02 2.57060026e-01 1.20411437e-01
-3.82966128e-02 -7.11820116e-02]
[ 2.33861863e-03 -1.62724049e-01 -2.92895648e-01 -5.60319212e-02
2.33441913e-01 -8.88471924e-02 1.84172932e-01 1.63895009e-01
1.01549419e-01 -3.68147508e-02]
[ 5.01937816e-02 -1.35332842e-03 -1.18685803e-01 4.00551564e-02
-7.89725576e-02 3.24623289e-01 2.57155097e-01 2.05288457e-01
-1.65894894e-01 -6.19915602e-02]
[ 1.22319259e-02 -1.00754735e-03 1.25629468e-01 1.16676203e-01
-4.25722018e-02 1.02389472e-01 -1.74201326e-01 -4.05529535e-02
2.18051170e-01 8.97234228e-02]
[ 9.90532488e-02 5.55680594e-02 -5.24122188e-02 -1.16233182e-01
-6.17992184e-02 -3.25022239e-01 1.31817981e-01 8.01711100e-03
1.30938470e-01 7.51249713e-02]
[ -9.80290053e-02 1.38750626e-02 -1.52169518e-02 2.31879041e-02
7.93742490e-03 -2.03256818e-01 -9.31927889e-02 -1.97436318e-02
1.48922371e-02 1.29433446e-01]
[ -1.38392872e-01 -4.72337091e-02 -1.94542147e-01 4.18579462e-03
-2.77120007e-01 -7.02065166e-03 -2.90128377e-02 -2.29628649e-02
9.39281315e-03 7.16533767e-02]
[ -2.19771553e-02 -4.22359968e-02 -7.07974991e-02 -1.16885483e-01
4.99480430e-01 2.72681271e-01 5.14868441e-01 1.13757272e-01
-1.73575462e-01 -3.61511853e-01]
[ -8.20637950e-03 -3.29306082e-01 -2.57589281e-02 -6.29084529e-02
6.30299973e-01 9.79320328e-02 4.71975445e-01 9.21098175e-02
3.65944857e-02 -3.68237493e-01]
[ 1.72012978e-02 -3.91246780e-01 -4.01700173e-02 -1.00223896e-01
6.56121306e-01 2.15718086e-02 4.46267940e-01 4.92408766e-02
-3.56800290e-01 -2.08452457e-01]
[ -1.52024005e-01 -5.23215668e-01 -1.49426286e-03 -1.81481485e-01
7.00324556e-01 -9.69889060e-02 5.53210394e-01 -8.10897485e-02
-5.10059610e-02 1.01372465e-01]
[ -2.76372123e-01 -3.35643963e-01 6.10545542e-02 -3.29572045e-02
8.78705265e-01 1.37909858e-01 3.59043537e-01 4.87098471e-02
-7.78468299e-02 -1.21069463e-01]
[ -1.80262593e-01 -2.21107491e-01 2.60531289e-01 -2.15512535e-01
5.78014006e-01 -5.29239756e-02 6.07133857e-01 1.50189413e-02
-2.34552891e-01 -1.51409442e-03]
[ -1.11318663e-01 -1.66938091e-01 -1.72510783e-01 -7.83325484e-02
4.19186051e-01 -2.37105801e-01 1.22691458e-01 1.70710159e-01
7.88062049e-03 -9.53279589e-02]
[ 1.25255820e-01 2.64904241e-01 1.70425407e-01 -7.12574026e-02
-1.37017199e-01 4.34788036e-02 -1.77272335e-01 2.84731651e-01
8.91510554e-02 1.92658564e-01]
[ 3.41210681e-01 2.85852015e-01 -8.76259749e-02 3.05229940e-01
-8.73099063e-01 -2.84005565e-01 -4.47229053e-01 1.77257445e-01
3.71248714e-01 -5.09804985e-02]
[ 5.32016760e-02 1.59030869e-01 2.55583585e-01 2.60046393e-01
-8.47270527e-02 -1.98324245e-01 -1.95161295e-01 -1.32337580e-01
-1.32764151e-01 -2.77939347e-01]
[ 2.60424249e-02 -4.64885114e-02 -1.17117377e-01 -5.10503163e-02
2.42227030e-01 4.08607273e-02 -1.36156281e-02 -1.84119204e-01
3.70538614e-02 2.11892739e-01]
[ 1.02251092e-03 -5.37447483e-02 -6.61579385e-02 -4.95790256e-02
-1.69819522e-02 -1.75818531e-01 8.81973201e-02 1.02610136e-02
3.84497645e-02 9.24453674e-03]
[ 2.17213687e-02 4.80234250e-02 2.41560207e-01 6.42356657e-02
-1.95826101e-01 -1.30733923e-01 1.35052780e-01 3.93577606e-02
-1.93565033e-01 1.00301829e-01]
[ 6.18034613e-02 2.48260337e-03 1.03523128e-01 -5.77807879e-03
-1.96286097e-01 7.41436147e-02 9.54929188e-02 -2.71253804e-01
-2.73111723e-02 -1.01196898e-01]
[ -2.28786648e-02 5.67093156e-02 7.92954018e-02 -4.56686812e-02
1.59944680e-02 1.86862560e-01 1.32296879e-01 1.17860919e-01
-3.32490295e-02 1.58845982e-01]
[ 2.09396305e-01 3.34067040e-02 2.33752791e-02 6.51481124e-02
1.05204861e-01 -1.67068054e-02 -1.26287603e-01 1.47566786e-01
-6.69169932e-02 -3.48144225e-02]
[ 2.91605269e-02 -5.29534350e-02 1.10413662e-02 2.29006784e-02
-3.50326609e-01 -1.17022411e-01 -1.70099366e-01 4.03392714e-02
1.06582209e-01 1.78310862e-01]
[ 2.22711016e-02 5.08407622e-01 1.10601436e-01 3.81751752e-01
-9.96286750e-01 -2.97660807e-01 -6.01321374e-01 -7.44194790e-02
2.61843189e-01 3.06788291e-01]
[ 1.72662045e-01 5.11963774e-01 5.99171060e-02 4.07692452e-01
-8.11610729e-01 -8.07051381e-02 -4.44274842e-01 1.50318997e-01
1.94773947e-01 4.80967105e-01]
[ 2.58244117e-01 2.94168368e-01 2.45106526e-01 1.40887443e-01
-3.92199342e-01 8.20669060e-02 -2.05354816e-01 1.62599645e-01
2.35323173e-01 7.46897906e-02]
[ -7.70271443e-02 2.06275433e-01 2.40018402e-01 1.04341236e-02
-1.78462208e-02 1.32867055e-01 -8.62018614e-02 -1.53290641e-02
-3.79430330e-02 4.56510343e-02]
[ -9.82134102e-02 -9.48418618e-03 2.47600253e-02 9.17557648e-02
-4.75545715e-02 1.16698332e-01 2.60313497e-01 2.02950234e-02
-2.76063309e-01 -9.47132668e-02]
[ -2.17771802e-01 -1.48240386e-02 -9.22676397e-02 -3.42143971e-01
1.74248021e-01 1.19343304e-01 9.62963133e-02 1.03719798e-01
-2.06044506e-01 3.43227028e-02]
[ 1.80146996e-02 -3.49293556e-01 -1.23484749e-01 -1.51413109e-01
3.40741453e-01 2.30538153e-02 1.50577415e-01 1.53215395e-01
-1.57098988e-01 -2.09532342e-01]
[ 1.42671551e-01 -1.64945899e-01 -1.41132890e-01 -5.98452639e-03
1.40112577e-01 -5.89481167e-02 -6.04556866e-04 -1.48956288e-01
1.29436760e-01 -1.12757760e-01]
[ -1.20987643e-01 1.36020278e-01 2.57530958e-01 -2.42674668e-02
1.73448259e-01 8.86291965e-02 -4.17021053e-03 -2.98672298e-01
-1.23683623e-01 -6.42353265e-02]
[ -3.55333295e-01 7.56384841e-02 9.04497016e-03 -3.76883644e-02
1.63366953e-01 -1.67519066e-01 -2.23904237e-02 2.34524667e-01
-9.85936129e-02 6.98973343e-02]
[ 1.50105384e-01 1.01010263e-01 -2.37484162e-01 -9.03373874e-02
1.11881630e-01 -2.93304060e-01 1.20946599e-02 -1.67960485e-01
-2.30502975e-03 -1.87490984e-01]
[ 2.05572002e-01 -1.60074877e-01 5.89454766e-02 -3.31578936e-02
9.57604487e-02 -2.86350378e-02 8.77318969e-03 -1.37430260e-01
1.04149170e-01 -1.89051666e-01]
[ -1.07103196e-01 -4.35640289e-02 1.19828218e-01 1.05216227e-01
4.49405556e-02 -1.10826028e-01 2.46301575e-01 -7.74348585e-02
1.82444782e-01 -7.12007576e-03]
[ 2.10872650e-02 -1.26325068e-01 2.14479906e-01 -2.15678923e-01
2.26680654e-02 1.05477159e-01 4.45579425e-03 -1.13216216e-01
4.04885443e-02 2.52566656e-01]]
[[ 0.55048727]
[ 1.40523772]
[ 0.26266824]
[ 0.79721515]
[-2.53433965]
[-0.27823123]
[-1.51369842]
[ 0.02610033]
[ 0.6216867 ]
[ 0.83547409]]
Progress: 20.6% ... Training loss: 0.310 ... Validation loss: 0.499[[ 1.55434851e-01 2.02437218e-01 -1.13743508e-01 9.72863218e-02
-4.87350196e-01 -6.70310101e-02 -4.78467564e-02 1.23292436e-01
-8.04298709e-02 1.80856733e-01]
[ 1.21909630e-02 1.60389658e-01 -2.12184105e-02 3.66679657e-02
1.08947065e-01 -4.33046686e-03 3.08626477e-01 4.10685233e-02
1.36066670e-01 -3.30527267e-02]
[ 1.77235858e-01 4.20863961e-01 1.82391425e-02 4.89342859e-02
1.83718434e-01 -4.24253223e-02 -5.06614768e-01 -3.62601102e-02
7.43338318e-02 3.00474019e-01]
[ -2.02598117e-02 -2.94399467e-01 -2.37497446e-01 3.30315783e-02
-1.07572008e-02 1.63273950e-01 1.26833057e-01 5.59472039e-02
2.15633924e-02 1.16821100e-01]
[ -1.51486307e-03 1.67501067e-01 -1.44613683e-01 4.52428547e-02
6.95333061e-02 -1.80356818e-01 2.79580644e-02 -1.19642516e-01
-1.82880845e-01 1.74094822e-02]
[ -3.54215205e-01 -3.72678716e-01 -2.87745329e-01 1.54970855e-01
1.55040861e-01 4.48753954e-02 6.93409091e-02 -3.54642236e-02
-5.07510140e-03 2.45860616e-02]
[ 1.46834252e-04 -1.60332652e-01 1.14091119e-02 9.78693509e-02
-3.80495571e-02 -7.30104924e-02 1.61046429e-01 -1.89599862e-01
1.90315693e-01 3.82254272e-02]
[ 1.16701561e-01 -2.18607134e-01 3.42152660e-02 -6.47705701e-02
1.16336780e-01 -4.69861460e-02 5.31389502e-02 1.21981990e-01
7.58194034e-02 -1.98209821e-02]
[ -1.70672220e-01 -8.37292977e-02 -3.05243197e-01 -2.21453812e-02
-5.17914121e-03 7.02849602e-02 -2.05750040e-01 -2.80949234e-02
2.58646930e-01 -1.25876408e-01]
[ 7.20905442e-02 -2.62194686e-01 9.41957693e-02 4.23605514e-02
1.02302226e-01 -1.14916233e-01 5.36676584e-02 -9.91920251e-02
1.93928407e-02 1.39100593e-01]
[ -8.00372599e-02 6.95885752e-02 -1.22544030e-03 -1.55973085e-01
4.39126299e-02 2.33264735e-02 9.81704271e-02 -1.02516096e-01
-2.15062954e-02 -1.27308534e-01]
[ -1.06957848e-01 -4.76610568e-02 -6.79601586e-02 -4.41234860e-03
3.50454075e-01 9.99272981e-02 1.45494370e-02 -1.55686064e-02
-1.65602693e-01 -2.03734089e-01]
[ -1.56291143e-01 5.53478697e-03 6.22495910e-02 2.27155566e-02
-1.74748615e-01 -2.20066828e-01 -1.79689996e-01 -1.96952367e-01
8.78436922e-02 1.75192482e-01]
[ -2.23652653e-01 -1.78777631e-01 1.17362309e-01 2.66903761e-01
-1.10298086e-01 -8.17763225e-02 -8.92959002e-02 -2.55364357e-01
-2.14111464e-01 -3.95903808e-03]
[ 1.20858979e-01 -5.73323218e-02 -1.55801818e-02 1.27718911e-01
-3.28546394e-02 -8.85721588e-02 1.17728879e-01 4.46775733e-03
3.82684527e-02 2.83106400e-02]
[ 3.46341141e-02 -5.05534132e-02 -2.12584376e-01 1.45048614e-01
-3.67252949e-02 8.84161367e-02 -7.75940644e-02 -2.00567041e-02
-9.67910313e-02 -7.48328122e-03]
[ -1.23394217e-01 -5.94348402e-02 -2.04252008e-01 1.52428934e-01
-7.93997408e-03 1.35432720e-01 8.81249900e-03 -2.50302266e-01
6.58130338e-02 -2.02969256e-01]
[ -7.43029679e-02 -4.46692056e-02 2.73974138e-01 9.16014868e-02
1.44231417e-01 -5.93805361e-02 -1.16398097e-01 1.20408585e-01
6.52676491e-02 2.48733730e-02]
[ 4.93178206e-02 -2.97387339e-02 8.54327025e-02 8.35063144e-02
9.21026498e-02 -1.60469978e-02 2.56263607e-01 1.20426614e-01
-3.79426354e-02 -7.06781744e-02]
[ 2.27901930e-03 -1.62855628e-01 -2.92930179e-01 -5.61626535e-02
2.34032994e-01 -8.88229158e-02 1.84318349e-01 1.63890653e-01
1.01453269e-01 -3.68904732e-02]
[ 5.11888798e-02 4.65881181e-04 -1.18224406e-01 4.13912392e-02
-8.31919587e-02 3.24163946e-01 2.54996631e-01 2.05331594e-01
-1.64817283e-01 -6.06752356e-02]
[ 1.15821133e-02 -2.49064993e-03 1.25325240e-01 1.15721718e-01
-3.98225107e-02 1.02704394e-01 -1.72386186e-01 -4.05840895e-02
2.17377450e-01 8.88261417e-02]
[ 9.90144929e-02 5.54174764e-02 -5.24292669e-02 -1.16293757e-01
-6.15944087e-02 -3.25003246e-01 1.31934915e-01 8.01524700e-03
1.30886497e-01 7.50652379e-02]
[ -9.76539920e-02 1.46880992e-02 -1.50298140e-02 2.37777626e-02
6.03826565e-03 -2.03484090e-01 -9.43322943e-02 -1.97237641e-02
1.53410014e-02 1.30013735e-01]
[ -1.37963936e-01 -4.62564015e-02 -1.94322741e-01 4.85722500e-03
-2.78649780e-01 -7.25536405e-03 -3.01852601e-02 -2.29408527e-02
9.88555041e-03 7.23095371e-02]
[ -2.17825488e-02 -4.19286519e-02 -7.07010934e-02 -1.16619402e-01
4.98642841e-01 2.72600967e-01 5.14439778e-01 1.13765949e-01
-1.73377024e-01 -3.61223135e-01]
[ -7.76677585e-03 -3.28686346e-01 -2.55452770e-02 -6.22479205e-02
6.28371604e-01 9.76999106e-02 4.71152054e-01 9.21315608e-02
3.71068844e-02 -3.67634717e-01]
[ 1.71974542e-02 -3.91262445e-01 -4.01692807e-02 -1.00229068e-01
6.56211569e-01 2.15702220e-02 4.46285451e-01 4.92404727e-02
-3.56804763e-01 -2.08456607e-01]
[ -1.52063301e-01 -5.23398834e-01 -1.50397506e-03 -1.81513022e-01
7.00381321e-01 -9.69811792e-02 5.53360604e-01 -8.10907810e-02
-5.10315004e-02 1.01354807e-01]
[ -2.76825123e-01 -3.36746157e-01 6.08480785e-02 -3.36145508e-02
8.80534853e-01 1.38130238e-01 3.60336066e-01 4.86884110e-02
-7.83222747e-02 -1.21662147e-01]
[ -1.80485941e-01 -2.21673587e-01 2.60423877e-01 -2.15833382e-01
5.79023324e-01 -5.28210591e-02 6.07671401e-01 1.50094290e-02
-2.34797762e-01 -1.83837340e-03]
[ -1.11210200e-01 -1.66685099e-01 -1.72452715e-01 -7.81600644e-02
4.18767747e-01 -2.37167711e-01 1.22405521e-01 1.70714990e-01
8.02138144e-03 -9.51511345e-02]
[ 1.25514077e-01 2.65612553e-01 1.70557737e-01 -7.08632118e-02
-1.38240857e-01 4.33406061e-02 -1.78001937e-01 2.84744730e-01
8.94492169e-02 1.93068372e-01]
[ 3.41457508e-01 2.86448718e-01 -8.75006287e-02 3.05632064e-01
-8.74486849e-01 -2.84103187e-01 -4.47984094e-01 1.77270349e-01
3.71588037e-01 -5.05666837e-02]
[ 5.35605811e-02 1.59824031e-01 2.55752464e-01 2.60538592e-01
-8.63797252e-02 -1.98502335e-01 -1.96147528e-01 -1.32320622e-01
-1.32370059e-01 -2.77402192e-01]
[ 2.59960200e-02 -4.67411141e-02 -1.17148434e-01 -5.11222910e-02
2.42424392e-01 4.08847631e-02 -1.34223189e-02 -1.84121449e-01
3.69996514e-02 2.11822104e-01]
[ 1.39516957e-03 -5.28262242e-02 -6.59980275e-02 -4.90307519e-02
-1.87007331e-02 -1.76002994e-01 8.71839016e-02 1.02786421e-02
3.88419998e-02 9.77205804e-03]
[ 2.17319170e-02 4.80303274e-02 2.41568372e-01 6.42383618e-02
-1.95804191e-01 -1.30737604e-01 1.35056621e-01 3.93586102e-02
-1.93549572e-01 1.00329546e-01]
[ 6.20058601e-02 2.95534890e-03 1.03626215e-01 -5.46152889e-03
-1.97274157e-01 7.40330647e-02 9.51009645e-02 -2.71244695e-01
-2.70715648e-02 -1.00882684e-01]
[ -2.27077484e-02 5.70549578e-02 7.93667321e-02 -4.54686854e-02
1.53708267e-02 1.86800312e-01 1.31853575e-01 1.17867551e-01
-3.30799644e-02 1.59020149e-01]
[ 2.09660195e-01 3.39900651e-02 2.34977965e-02 6.55228866e-02
1.03982544e-01 -1.68453789e-02 -1.27018929e-01 1.47578701e-01
-6.66173441e-02 -3.44098560e-02]
[ 2.90281582e-02 -5.33349225e-02 1.09747618e-02 2.26814326e-02
-3.49630183e-01 -1.16957592e-01 -1.69711215e-01 4.03321028e-02
1.06413107e-01 1.78103363e-01]
[ 2.28253839e-02 5.09090035e-01 1.10866861e-01 3.82490709e-01
-9.98649886e-01 -2.97974250e-01 -6.02530305e-01 -7.43963359e-02
2.62481437e-01 3.07490665e-01]
[ 1.72886830e-01 5.12294523e-01 6.00086707e-02 4.07981014e-01
-8.12604374e-01 -8.08031774e-02 -4.44703545e-01 1.50327643e-01
1.94998641e-01 4.81202770e-01]
[ 2.58414982e-01 2.94674717e-01 2.45196770e-01 1.41158203e-01
-3.93008788e-01 8.19717739e-02 -2.05871850e-01 1.62607753e-01
2.35531606e-01 7.49546427e-02]
[ -7.71110081e-02 2.06067369e-01 2.39977779e-01 1.03145185e-02
-1.74528953e-02 1.32907388e-01 -8.59862642e-02 -1.53329875e-02
-3.80327589e-02 4.55204445e-02]
[ -9.79424106e-02 -8.77482936e-03 2.48937707e-02 9.21842923e-02
-4.87551232e-02 1.16554930e-01 2.59512041e-01 2.03089430e-02
-2.75734930e-01 -9.42728170e-02]
[ -2.18005561e-01 -1.54152005e-02 -9.23783723e-02 -3.42481152e-01
1.75367260e-01 1.19454898e-01 9.69306247e-02 1.03708933e-01
-2.06283509e-01 3.39695804e-02]
[ 1.79160861e-02 -3.49485773e-01 -1.23528894e-01 -1.51556266e-01
3.41200328e-01 2.31038501e-02 1.50839036e-01 1.53210721e-01
-1.57210333e-01 -2.09683061e-01]
[ 1.41726174e-01 -1.67443572e-01 -1.41618565e-01 -7.33410333e-03
1.44116579e-01 -5.85049574e-02 1.85431945e-03 -1.49003970e-01
1.28390537e-01 -1.14228518e-01]
[ -1.19755273e-01 1.38500410e-01 2.58126903e-01 -2.25252223e-02
1.68390288e-01 8.80002140e-02 -7.19930924e-03 -2.98615890e-01
-1.22270181e-01 -6.24838255e-02]
[ -3.54040645e-01 7.82080521e-02 9.65849211e-03 -3.58619302e-02
1.57867591e-01 -1.68182322e-01 -2.53188656e-02 2.34583591e-01
-9.71059177e-02 7.17116640e-02]
[ 1.50079411e-01 1.00682795e-01 -2.37463134e-01 -9.03029284e-02
1.11511847e-01 -2.93304014e-01 1.22483139e-02 -1.67958708e-01
-2.27631129e-03 -1.87493058e-01]
[ 2.05900615e-01 -1.59454485e-01 5.91072865e-02 -3.26909162e-02
9.44959477e-02 -2.87988841e-02 7.91863656e-03 -1.37414730e-01
1.04516946e-01 -1.88559570e-01]
[ -1.06397111e-01 -4.18957727e-02 1.20173077e-01 1.06224207e-01
4.17716887e-02 -1.11171904e-01 2.44423104e-01 -7.74002825e-02
1.83200693e-01 -6.01400196e-03]
[ 2.10324065e-02 -1.26496637e-01 2.14453059e-01 -2.15756800e-01
2.25296613e-02 1.05518389e-01 4.68346062e-03 -1.13218866e-01
4.04664548e-02 2.52544774e-01]]
[[ 0.55904675]
[ 1.41402003]
[ 0.27327025]
[ 0.80838865]
[-2.52414371]
[-0.27001501]
[-1.50292307]
[ 0.03550037]
[ 0.63165188]
[ 0.84459793]]
Progress: 20.6% ... Training loss: 0.303 ... Validation loss: 0.490[[ 0.15722255 0.2070819 -0.11278046 0.09976282 -0.494577 -0.06790633
-0.05219518 0.12341039 -0.0784467 0.18350562]
[ 0.01240697 0.16099344 -0.02110917 0.03699756 0.10807246 -0.00443936
0.30807206 0.04108481 0.13630055 -0.03270452]
[ 0.17836726 0.42505107 0.01869407 0.04989607 0.18174068 -0.04276385
-0.51083375 -0.03620361 0.07534574 0.30172903]
[-0.02205138 -0.29866738 -0.23834809 0.03065779 -0.00266516 0.16402586
0.13146942 0.05584376 0.01973452 0.11454034]
[-0.00244191 0.16483674 -0.14511969 0.04387344 0.07342747 -0.17990634
0.03020303 -0.11969704 -0.18388543 0.01577822]
[-0.35359841 -0.37168399 -0.28734839 0.15622813 0.15085199 0.04444444
0.06827368 -0.03541329 -0.00416995 0.02565782]
[ 0.00149322 -0.15677656 0.01212494 0.09976637 -0.04338758 -0.07365982
0.15730817 -0.18950454 0.19189462 0.04027083]
[ 0.11701616 -0.21815057 0.03438843 -0.06433237 0.11513827 -0.04713731
0.05239091 0.12200141 0.07624315 -0.01935357]
[-0.16970629 -0.08176928 -0.3047603 -0.02078219 -0.00901076 0.06979033
-0.20785292 -0.02803238 0.25972092 -0.12446128]
[ 0.07476849 -0.2558019 0.09565382 0.04638807 0.09026281 -0.11631914
0.04704867 -0.09900428 0.02260193 0.14315607]
[-0.07985173 0.06958955 -0.0010888 -0.15565753 0.04320556 0.02320926
0.09787913 -0.10250156 -0.02119827 -0.12697915]
[-0.10641874 -0.04677993 -0.06771005 -0.00353781 0.34785666 0.09963677
0.013339 -0.01553172 -0.16492958 -0.20283406]
[-0.15645002 0.0052273 0.06217361 0.02245361 -0.17396174 -0.21998227
-0.17922568 -0.19696331 0.08763526 0.17490729]
[-0.22346089 -0.17849758 0.11752026 0.26744634 -0.1122315 -0.08195735
-0.08963182 -0.25534518 -0.21375414 -0.00356383]
[ 0.12083509 -0.05764234 -0.01556559 0.12779068 -0.03313744 -0.08860008
0.11804249 0.00446987 0.03831333 0.02832773]
[ 0.0358747 -0.04764045 -0.21194644 0.14684267 -0.04162075 0.08779074
-0.08051464 -0.01997364 -0.09534483 -0.00563056]
[-0.12367544 -0.06038235 -0.20439192 0.152007 -0.00710086 0.13556836
0.00956262 -0.2503194 0.06554909 -0.20340649]
[-0.07478663 -0.04568906 0.27374388 0.09091096 0.14632157 -0.05914725
-0.11517383 0.12037798 0.06474626 0.02414181]
[ 0.05058236 -0.02633546 0.08606024 0.08523934 0.08724708 -0.01662182
0.25258166 0.12051058 -0.03661053 -0.06874658]
[ 0.00279607 -0.16171947 -0.29264259 -0.05531432 0.23133522 -0.08910675
0.18305764 0.1639293 0.10209077 -0.03608573]
[ 0.05149499 0.00119933 -0.11804984 0.04189888 -0.08473416 0.32399767
0.25403652 0.20535435 -0.16441146 -0.0601724 ]
[ 0.01165959 -0.00252339 0.12534616 0.11566698 -0.03916708 0.10269346
-0.17214673 -0.04058554 0.21743371 0.08883551]
[ 0.0993251 0.05608171 -0.05228072 -0.11583187 -0.06288546 -0.32516166
0.13117647 0.00803499 0.131249 0.07553793]
[-0.09756544 0.01488108 -0.01497607 0.02391801 0.00560713 -0.2035404
-0.09457217 -0.01971721 0.01545368 0.13016461]
[-0.13792814 -0.04630201 -0.19430714 0.00488056 -0.27886211 -0.00726545
-0.03021155 -0.02293946 0.00989742 0.07234089]
[-0.02191192 -0.04224562 -0.0707566 -0.11678202 0.49923687 0.2726602
0.5147863 0.11376003 -0.17351095 -0.36140932]
[-0.00764053 -0.32851702 -0.02547239 -0.06203937 0.62773859 0.09762916
0.47091116 0.09214095 0.03725856 -0.36745123]
[ 0.0170024 -0.39178735 -0.04025937 -0.10053925 0.6570074 0.02166726
0.44688839 0.04922705 -0.35705085 -0.20880008]
[-0.15198755 -0.52341952 -0.00147548 -0.18140272 0.7001568 -0.09701694
0.55333374 -0.08108617 -0.05094053 0.10148404]
[-0.27710843 -0.33726813 0.06071017 -0.03401207 0.88179753 0.13826334
0.36106853 0.04867092 -0.07862142 -0.12207676]
[-0.18043507 -0.22171271 0.26048351 -0.2156528 0.57848039 -0.05288197
0.60767989 0.01501744 -0.23466765 -0.00165692]
[-0.11127699 -0.16688506 -0.1724755 -0.07822091 0.41906929 -0.23714902
0.12259532 0.17071197 0.00798307 -0.09522422]
[ 0.125889 0.26659691 0.17075961 -0.07026529 -0.14003823 0.04314704
-0.1790585 0.28477019 0.08990951 0.19368903]
[ 0.34151054 0.28685747 -0.0874473 0.30565527 -0.87489033 -0.28410488
-0.44826486 0.17727307 0.37158643 -0.05044733]
[ 0.0537166 0.16011456 0.25584168 0.26079145 -0.08721382 -0.19859041
-0.19650662 -0.13230921 -0.13217 -0.27716966]
[ 0.02603753 -0.04686083 -0.11712747 -0.05106527 0.24238225 0.04086504
-0.01346463 -0.18411891 0.03704402 0.21191495]
[ 0.00110035 -0.05369874 -0.06614389 -0.0494817 -0.017437 -0.17586526
0.08795174 0.01026021 0.03848804 0.00932145]
[ 0.02209258 0.04899558 0.24174484 0.06480734 -0.19755033 -0.13093028
0.13402076 0.03938369 -0.19311175 0.10082763]
[ 0.06260243 0.00447177 0.10392882 -0.00455614 -0.19998095 0.07371918
0.09340987 -0.27120674 -0.02636315 -0.09994049]
[-0.02248159 0.0575659 0.0794826 -0.04508375 0.01434816 0.18667763
0.13134506 0.11788414 -0.032795 0.15939833]
[ 0.2098959 0.03461902 0.02361574 0.06588415 0.10276577 -0.01696026
-0.12766967 0.14759305 -0.06631501 -0.03405216]
[ 0.02912976 -0.05315372 0.01101844 0.02277779 -0.35000591 -0.11698397
-0.16998995 0.04033754 0.10649423 0.17817756]
[ 0.02328034 0.51031498 0.11111242 0.38307612 -1.00008304 -0.29820175
-0.60357606 -0.07436549 0.26301143 0.30817282]
[ 0.17426516 0.51518747 0.0606811 0.40984967 -0.81785306 -0.08145882
-0.44785995 0.15041447 0.19653706 0.48311993]
[ 0.25831372 0.29442979 0.24517538 0.14111078 -0.39294706 0.08199426
-0.20558633 0.16260469 0.23549085 0.07481137]
[-0.07710939 0.20607189 0.23997865 0.0103171 -0.01746092 0.13290653
-0.08599101 -0.01533288 -0.03803074 0.04552314]
[-0.09796632 -0.00883029 0.02488351 0.09215684 -0.04866587 0.11655389
0.25954528 0.02030784 -0.27575465 -0.09429912]
[-0.21788183 -0.01518988 -0.09231532 -0.34222754 0.1745888 0.11937367
0.09659902 0.10371987 -0.20610184 0.03422826]
[ 0.01789662 -0.34960562 -0.12354113 -0.15160123 0.34128849 0.02311674
0.15092577 0.15320913 -0.15723926 -0.20971643]
[ 0.14184177 -0.16666891 -0.14151778 -0.00696343 0.1427445 -0.05860137
0.00145253 -0.14899245 0.128625 -0.11396978]
[-0.11843058 0.14123646 0.25879567 -0.02062623 0.16298367 0.08733217
-0.01014208 -0.29852573 -0.12075279 -0.06060192]
[-0.3533547 0.07978563 0.01005487 -0.03471504 0.15448862 -0.16857322
-0.02704394 0.23463354 -0.09622418 0.07287736]
[ 0.1492688 0.09865746 -0.23785109 -0.09147678 0.11505513 -0.29293222
0.01449731 -0.16800856 -0.00319516 -0.18873528]
[ 0.20643935 -0.15837615 0.05938192 -0.03198817 0.09278531 -0.02906125
0.00682223 -0.1373815 0.10511269 -0.18782905]
[-0.10512693 -0.0389843 0.12085783 0.10812339 0.03663605 -0.11181592
0.24109681 -0.07730939 0.18467608 -0.00395907]
[ 0.02115157 -0.12658201 0.21448452 -0.21564576 0.0214333 0.10548225
0.00427039 -0.11321653 0.04066237 0.2526949 ]]
[[ 0.57281757]
[ 1.4289313 ]
[ 0.28800339]
[ 0.82445673]
[-2.51398336]
[-0.25805423]
[-1.49108404]
[ 0.04822495]
[ 0.64633412]
[ 0.86046424]]
Progress: 20.7% ... Training loss: 0.307 ... Validation loss: 0.487[[ 0.15630011 0.20382576 -0.11324514 0.0983412 -0.490094 -0.06738693
-0.04942867 0.12333638 -0.07935922 0.18224227]
[ 0.01206728 0.16015059 -0.02127577 0.03651835 0.10938143 -0.00428567
0.3089029 0.04105766 0.13591473 -0.03321184]
[ 0.17970019 0.42825086 0.01950006 0.05173842 0.17671798 -0.04324794
-0.51400201 -0.03607906 0.07696586 0.30409326]
[-0.02387905 -0.30297911 -0.23933398 0.02811746 0.00414815 0.16469123
0.13589885 0.05569007 0.01763015 0.11204328]
[-0.00190519 0.16431081 -0.14480651 0.04442962 0.07127385 -0.17993999
0.02926047 -0.11966627 -0.18298099 0.01622171]
[-0.35419098 -0.37393516 -0.28774633 0.15530946 0.15338421 0.04473956
0.07022119 -0.03547192 -0.00493549 0.02456425]
[ 0.00161359 -0.15709951 0.01220458 0.09991263 -0.04367972 -0.07357947
0.157297 -0.18949158 0.19208822 0.04052723]
[ 0.11653593 -0.21940802 0.0341971 -0.06503506 0.11746198 -0.04696368
0.0537046 0.12196758 0.07578775 -0.01993918]
[-0.17043528 -0.08373903 -0.30511188 -0.02185094 -0.00566729 0.07011907
-0.20596413 -0.02809448 0.25893663 -0.12562247]
[ 0.07356463 -0.25966167 0.09505689 0.04452672 0.09673528 -0.11566319
0.05057103 -0.09910394 0.0213348 0.14136004]
[-0.08020452 0.06845677 -0.00128147 -0.15615375 0.044275 0.0233607
0.09882995 -0.10253143 -0.02157906 -0.12752187]
[-0.1065435 -0.0475887 -0.06778165 -0.00372406 0.34822202 0.09970723
0.01400465 -0.0155438 -0.16509328 -0.20307928]
[-0.15645002 0.0052273 0.06217361 0.02245361 -0.17396174 -0.21998227
-0.17922568 -0.19696331 0.08763526 0.17490729]
[-0.22355055 -0.17889346 0.11745819 0.26730095 -0.11180886 -0.08192386
-0.08936251 -0.25535516 -0.21383525 -0.00375758]
[ 0.12026982 -0.05925084 -0.01585332 0.12705959 -0.03122153 -0.08836511
0.1196314 0.00442366 0.03769099 0.02748771]
[ 0.03601417 -0.04747235 -0.21191525 0.14700901 -0.04212112 0.08774225
-0.08087048 -0.01996326 -0.09520329 -0.00544427]
[-0.12410412 -0.06143309 -0.20461908 0.15138439 -0.005243 0.13577397
0.01064428 -0.25035553 0.06507009 -0.2040743 ]
[-0.0740732 -0.04410797 0.27409928 0.09195284 0.14325883 -0.05943841
-0.11672645 0.12044277 0.06554647 0.02524094]
[ 0.05045883 -0.02712853 0.08602728 0.08503251 0.08782414 -0.01648635
0.25293081 0.12049955 -0.03666692 -0.06885794]
[ 0.0027093 -0.16197149 -0.29269097 -0.05548226 0.23156348 -0.0890596
0.18332685 0.16392202 0.10198676 -0.03629599]
[ 0.05223378 0.00303195 -0.1176006 0.04307156 -0.0875171 0.3236026
0.25209935 0.20542545 -0.1634713 -0.05899321]
[ 0.01043556 -0.00557547 0.12470723 0.11382767 -0.03375783 0.10326672
-0.16888791 -0.04069159 0.21604131 0.08714882]
[ 0.09940661 0.05622708 -0.05223872 -0.11572432 -0.06318501 -0.32519604
0.13096641 0.00804209 0.1313205 0.07561261]
[-0.09839758 0.01279142 -0.01536604 0.02271285 0.00900517 -0.20317615
-0.0924144 -0.01978814 0.01457137 0.1289169 ]
[-0.13793267 -0.04658853 -0.19435895 0.00476662 -0.27811825 -0.00721269
-0.02999185 -0.02294683 0.00974994 0.07217524]
[-0.02219777 -0.04290708 -0.07089467 -0.11720159 0.50042564 0.27278887
0.51548425 0.11373577 -0.17383077 -0.36182713]
[-0.00809253 -0.32964561 -0.02570466 -0.06270462 0.62979343 0.09783053
0.47205623 0.09210306 0.03674796 -0.36814263]
[ 0.01639162 -0.39324967 -0.04056119 -0.10142453 0.6593618 0.02192995
0.44835457 0.04917584 -0.35770799 -0.20972884]
[-0.15225797 -0.52402373 -0.00160606 -0.1818088 0.70134536 -0.09688872
0.55404463 -0.08110982 -0.0512504 0.1011103 ]
[-0.27759769 -0.33843059 0.06046315 -0.03471995 0.8836149 0.13848779
0.36227148 0.04863173 -0.07918004 -0.12280991]
[-0.18064207 -0.22223407 0.26038165 -0.21594784 0.57933605 -0.05279416
0.60822447 0.01500003 -0.23490059 -0.00196385]
[-0.11135431 -0.16704372 -0.1725214 -0.078322 0.41945938 -0.23711599
0.12281869 0.17070614 0.00790871 -0.09534475]
[ 0.125613 0.26576361 0.17057554 -0.07077808 -0.13853646 0.04330728
-0.17821778 0.28474231 0.08959027 0.19329627]
[ 0.34190522 0.28804259 -0.0871635 0.30639725 -0.87636812 -0.28435041
-0.44955983 0.17731494 0.37212657 -0.04966568]
[ 0.05355146 0.15968475 0.25576455 0.26054529 -0.08651019 -0.19851354
-0.19607097 -0.13232404 -0.13235938 -0.27742564]
[ 0.02649539 -0.04621217 -0.11695177 -0.05042053 0.24026006 0.04067138
-0.01454182 -0.18408061 0.03752109 0.21261129]
[ 0.0014161 -0.05282312 -0.06597606 -0.04899645 -0.01884376 -0.17601284
0.08712316 0.01028834 0.03883611 0.00980164]
[ 0.0219187 0.0485329 0.24164383 0.06451734 -0.19669659 -0.13083928
0.13449935 0.03936627 -0.19332424 0.10051572]
[ 0.06252082 0.00425682 0.10389015 -0.00464552 -0.19966632 0.0737487
0.09360167 -0.271212 -0.02643706 -0.10005186]
[-0.02311619 0.05590355 0.07914358 -0.04608726 0.01743483 0.18699068
0.13307732 0.11782626 -0.03357819 0.15843155]
[ 0.20971051 0.034144 0.02351847 0.06561585 0.10364282 -0.0168873
-0.12717081 0.14757716 -0.06653233 -0.03431807]
[ 0.02894721 -0.05364643 0.01090902 0.02247523 -0.34924012 -0.11687905
-0.16949866 0.04031952 0.10627743 0.17787244]
[ 0.02469148 0.51268942 0.11183496 0.38498868 -1.00533958 -0.29870454
-0.60643447 -0.0742473 0.26463571 0.31010655]
[ 0.17393813 0.51438716 0.06052115 0.40944297 -0.8167761 -0.08131993
-0.44701275 0.15038683 0.19616747 0.48264404]
[ 0.25838795 0.29453325 0.24521012 0.14122852 -0.39333503 0.08195714
-0.20574876 0.16261194 0.2356121 0.07491737]
[-0.07701808 0.20627141 0.240014 0.01044074 -0.01784484 0.13286693
-0.08612636 -0.01532566 -0.03793965 0.04561454]
[-0.09798599 -0.00887308 0.02488123 0.09213687 -0.04858711 0.1165631
0.25957061 0.02030613 -0.27577604 -0.09435037]
[-0.21779923 -0.01502966 -0.09226348 -0.34210017 0.17423133 0.11932848
0.09635831 0.10372755 -0.20599229 0.03435246]
[ 0.01782614 -0.349841 -0.12356781 -0.1516788 0.34147972 0.02314317
0.15112955 0.15320485 -0.1572957 -0.2098046 ]
[ 0.14103527 -0.16894623 -0.14195585 -0.0081365 0.14587065 -0.0582179
0.00374028 -0.1490649 0.12772208 -0.11509961]
[-0.11838003 0.14108374 0.25882684 -0.0205784 0.16294074 0.087299
-0.01020292 -0.2985163 -0.12066079 -0.06064286]
[-0.3549991 0.07550836 0.00919413 -0.03720783 0.16163145 -0.16780326
-0.02256883 0.23448782 -0.09816145 0.0703432 ]
[ 0.15017251 0.10016382 -0.2373608 -0.09014831 0.11099926 -0.29327343
0.01236335 -0.16793106 -0.00205961 -0.18736875]
[ 0.20693848 -0.1571965 0.0596579 -0.03118912 0.09152311 -0.02930512
0.00564011 -0.13733135 0.105686 -0.18699356]
[-0.10518645 -0.03924971 0.12081344 0.10800649 0.03694691 -0.11176183
0.2412861 -0.07731526 0.18461098 -0.00403658]
[ 0.02052719 -0.12809661 0.21416908 -0.21658219 0.02412174 0.10577083
0.00583398 -0.11327118 0.03995519 0.25169136]]
[[ 0.56968494]
[ 1.42859208]
[ 0.28307513]
[ 0.81952866]
[-2.52439171]
[-0.26520214]
[-1.50147473]
[ 0.04118806]
[ 0.64123723]
[ 0.85484479]]
Progress: 20.8% ... Training loss: 0.302 ... Validation loss: 0.481[[ 1.57354037e-01 2.05397780e-01 -1.12641165e-01 9.99308900e-02
-4.94822960e-01 -6.78271213e-02 -5.24577814e-02 1.23427005e-01
-7.77968994e-02 1.84125092e-01]
[ 1.22020637e-02 1.60484294e-01 -2.12067142e-02 3.67397461e-02
1.08687294e-01 -4.35534464e-03 3.08545088e-01 4.10682471e-02
1.36081587e-01 -3.30030568e-02]
[ 1.80229071e-01 4.29299740e-01 1.97947167e-02 5.22542293e-02
1.73973533e-01 -4.33164165e-02 -5.16207664e-01 -3.60419787e-02
7.76703265e-02 3.05077849e-01]
[ -2.41356041e-02 -3.02828628e-01 -2.39631242e-01 2.78121718e-02
6.58244905e-03 1.64707423e-01 1.36393031e-01 5.56561358e-02
1.70871147e-02 1.11765145e-01]
[ -5.77315973e-04 1.65637153e-01 -1.44028900e-01 4.64492417e-02
6.48160057e-02 -1.80393842e-01 2.69199108e-02 -1.19540139e-01
-1.81332259e-01 1.81630537e-02]
[ -3.53881676e-01 -3.73871722e-01 -2.87574725e-01 1.55946785e-01
1.51939866e-01 4.45317810e-02 6.99904325e-02 -3.54418576e-02
-4.44566703e-03 2.50929319e-02]
[ 1.71219085e-03 -1.57280487e-01 1.23070768e-02 1.00069816e-01
-4.41642437e-02 -7.35913821e-02 1.57118772e-01 -1.89472015e-01
1.92276075e-01 4.07558548e-02]
[ 1.16991004e-01 -2.18849443e-01 3.44961633e-02 -6.43164130e-02
1.14736432e-01 -4.71349979e-02 5.25990146e-02 1.22004827e-01
7.65077977e-02 -1.90703470e-02]
[ -1.71485870e-01 -8.61867903e-02 -3.05633811e-01 -2.33835357e-02
-9.16274289e-04 7.06104514e-02 -2.03242231e-01 -2.81721000e-02
2.57774348e-01 -1.27235972e-01]
[ 7.46598474e-02 -2.58031268e-01 9.56902503e-02 4.61812384e-02
9.18325040e-02 -1.16119960e-01 4.81333910e-02 -9.90097200e-02
2.28396196e-02 1.43178196e-01]
[ -8.11489092e-02 6.59990714e-02 -1.72383998e-03 -1.57464853e-01
4.78777945e-02 2.37792361e-02 1.01389824e-01 -1.02599059e-01
-2.25462843e-02 -1.28873191e-01]
[ -1.06881945e-01 -4.87681274e-02 -6.79214106e-02 -4.08692258e-03
3.49618598e-01 9.98458357e-02 1.50897342e-02 -1.55611337e-02
-1.65395424e-01 -2.03533478e-01]
[ -1.56450021e-01 5.22730026e-03 6.21736137e-02 2.24536097e-02
-1.73961743e-01 -2.19982265e-01 -1.79225683e-01 -1.96963308e-01
8.76352615e-02 1.74907295e-01]
[ -2.23144558e-01 -1.78302677e-01 1.17678213e-01 2.68035867e-01
-1.13715382e-01 -8.21589159e-02 -9.02066126e-02 -2.55320187e-01
-2.13305311e-01 -3.10537401e-03]
[ 1.20051624e-01 -5.99005480e-02 -1.59553057e-02 1.26806536e-01
-3.03347835e-02 -8.82867604e-02 1.20455171e-01 4.41081168e-03
3.74796720e-02 2.71915464e-02]
[ 3.59585601e-02 -4.80505425e-02 -2.11933982e-01 1.46917564e-01
-4.18205595e-02 8.77613969e-02 -8.05731175e-02 -1.99662383e-02
-9.52318067e-02 -5.52787043e-03]
[ -1.25320760e-01 -6.43632049e-02 -2.05210943e-01 1.49671435e-01
1.28380297e-04 1.36343632e-01 1.38230181e-02 -2.50436454e-01
6.37251654e-02 -2.05853490e-01]
[ -7.28333430e-02 -4.11272519e-02 2.74736620e-01 9.37531757e-02
1.38007705e-01 -5.99886656e-02 -1.19924014e-01 1.20535625e-01
6.69526197e-02 2.71887433e-02]
[ 5.11343033e-02 -2.65748983e-02 8.63593154e-02 8.59082826e-02
8.50944819e-02 -1.67248480e-02 2.51562884e-01 1.20547849e-01
-3.58591004e-02 -6.79117180e-02]
[ 3.12924765e-03 -1.60722684e-01 -2.92475078e-01 -5.48771477e-02
2.29593900e-01 -8.92509223e-02 1.82193884e-01 1.63952740e-01
1.02497774e-01 -3.56367172e-02]
[ 5.25996936e-02 3.74550424e-03 -1.17356813e-01 4.37214584e-02
-8.94212384e-02 3.23402891e-01 2.51109821e-01 2.05458289e-01
-1.62937951e-01 -5.84053303e-02]
[ 9.97028683e-03 -6.56433334e-03 1.24482266e-01 1.13141442e-01
-3.20574790e-02 1.03488901e-01 -1.67989756e-01 -4.07265489e-02
2.15556054e-01 8.65763245e-02]
[ 9.88697384e-02 5.50195763e-02 -5.24980262e-02 -1.16485707e-01
-6.08085464e-02 -3.24954068e-01 1.32361766e-01 8.00330560e-03
1.30756220e-01 7.48046962e-02]
[ -9.84254584e-02 1.27288616e-02 -1.53810077e-02 2.26685542e-02
9.13032107e-03 -2.03161487e-01 -9.23337339e-02 -1.97903854e-02
1.45372055e-02 1.28869541e-01]
[ -1.38707003e-01 -4.82658129e-02 -1.94744991e-01 3.63049316e-03
-2.75021287e-01 -6.84345252e-03 -2.79264898e-02 -2.30045174e-02
8.86557622e-03 7.09812250e-02]
[ -2.24660508e-02 -4.35652853e-02 -7.10350076e-02 -1.17608651e-01
5.01606212e-01 2.72909571e-01 5.16166880e-01 1.13716763e-01
-1.74150370e-01 -3.62250978e-01]
[ -7.73658001e-03 -3.29075789e-01 -2.55231733e-02 -6.21248311e-02
6.28154384e-01 9.76518451e-02 4.71310043e-01 9.21314642e-02
3.71919745e-02 -3.67556843e-01]
[ 1.65374938e-02 -3.93049837e-01 -4.04964827e-02 -1.01202456e-01
6.58769022e-01 2.18582493e-02 4.48046987e-01 4.91864918e-02
-3.57542919e-01 -2.09507896e-01]
[ -1.52772711e-01 -5.25162188e-01 -1.85576967e-03 -1.82547340e-01
7.03519354e-01 -9.66456542e-02 5.55379760e-01 -8.11474625e-02
-5.18115533e-02 1.00396332e-01]
[ -2.77364681e-01 -3.38130198e-01 6.05941689e-02 -3.42893164e-02
8.82607064e-01 1.38350833e-01 3.61784070e-01 4.86536019e-02
-7.88647456e-02 -1.22416714e-01]
[ -1.80850696e-01 -2.22940003e-01 2.60280331e-01 -2.16236991e-01
5.80182745e-01 -5.26964711e-02 6.08931627e-01 1.49851781e-02
-2.35128251e-01 -2.22866441e-03]
[ -1.11352837e-01 -1.67108333e-01 -1.72525565e-01 -7.83289957e-02
4.19540763e-01 -2.37110297e-01 1.22846129e-01 1.70705459e-01
7.88851607e-03 -9.53533774e-02]
[ 1.25878195e-01 2.66563147e-01 1.70753944e-01 -7.03324364e-02
-1.39892659e-01 4.31648801e-02 -1.79028387e-01 2.84762277e-01
8.99550234e-02 1.93759209e-01]
[ 3.42132794e-01 2.88841120e-01 -8.70287409e-02 3.06710761e-01
-8.77267804e-01 -2.84440499e-01 -4.50242205e-01 1.77332802e-01
3.72445967e-01 -4.92324321e-02]
[ 5.32333103e-02 1.58865846e-01 2.55603091e-01 2.60072476e-01
-8.51051286e-02 -1.98359582e-01 -1.95227863e-01 -1.32347916e-01
-1.32733887e-01 -2.77926670e-01]
[ 2.63473284e-02 -4.66264360e-02 -1.17021207e-01 -5.06186119e-02
2.40936103e-01 4.07293509e-02 -1.41937829e-02 -1.84091964e-01
3.73626832e-02 2.12473736e-01]
[ 1.13819245e-03 -5.35928314e-02 -6.61298824e-02 -4.94414570e-02
-1.75203671e-02 -1.75877192e-01 8.79099149e-02 1.02659987e-02
3.84986337e-02 9.35467326e-03]
[ 2.20233298e-02 4.87569762e-02 2.41711356e-01 6.47123317e-02
-1.97323825e-01 -1.30893957e-01 1.34093128e-01 3.93767971e-02
-1.93175824e-01 1.00681523e-01]
[ 6.22428958e-02 3.63018075e-03 1.03752574e-01 -5.02419559e-03
-1.98471452e-01 7.38653858e-02 9.43156816e-02 -2.71230770e-01
-2.67546062e-02 -1.00465723e-01]
[ -2.33010582e-02 5.56377266e-02 7.90458093e-02 -4.63896703e-02
1.81450441e-02 1.87066926e-01 1.33456924e-01 1.17811883e-01
-3.37983006e-02 1.58168394e-01]
[ 2.09841904e-01 3.45084431e-02 2.35903792e-02 6.58266473e-02
1.03044180e-01 -1.69607625e-02 -1.27547797e-01 1.47587749e-01
-6.63736719e-02 -3.40970291e-02]
[ 2.87159365e-02 -5.42272755e-02 1.07934536e-02 2.21439500e-02
-3.48219147e-01 -1.16781120e-01 -1.68891119e-01 4.03033197e-02
1.06016382e-01 1.77526482e-01]
[ 2.55769693e-02 5.14116118e-01 1.12272046e-01 3.86236753e-01
-1.00941957e+00 -2.99027530e-01 -6.08303478e-01 -7.41837157e-02
2.65685636e-01 3.11438481e-01]
[ 1.74473780e-01 5.15247488e-01 6.08609968e-02 4.10264875e-01
-8.19483742e-01 -8.15854839e-02 -4.48429227e-01 1.50433827e-01
1.96934233e-01 4.83415539e-01]
[ 2.56891616e-01 2.90853933e-01 2.44443149e-01 1.39015472e-01
-3.86484762e-01 8.26955207e-02 -2.01651722e-01 1.62502917e-01
2.33911525e-01 7.25896251e-02]
[ -7.65999536e-02 2.07462133e-01 2.40241662e-01 1.11093896e-02
-1.98344381e-02 1.32663753e-01 -8.72561144e-02 -1.52900634e-02
-3.74301001e-02 4.62659706e-02]
[ -9.78683695e-02 -8.58671294e-03 2.49395617e-02 9.23051554e-02
-4.90891001e-02 1.16508116e-01 2.59260063e-01 2.03145061e-02
-2.75643124e-01 -9.41839931e-02]
[ -2.17547537e-01 -1.44455728e-02 -9.21401206e-02 -3.41737770e-01
1.73162166e-01 1.19210673e-01 9.57256361e-02 1.03745597e-01
-2.05708712e-01 3.47312941e-02]
[ 1.78910126e-02 -3.49729831e-01 -1.23534535e-01 -1.51581913e-01
3.41182644e-01 2.31120351e-02 1.50984247e-01 1.53209753e-01
-1.57220281e-01 -2.09727476e-01]
[ 1.41482359e-01 -1.68155371e-01 -1.41751349e-01 -7.41097099e-03
1.44055135e-01 -5.84278501e-02 2.75121895e-03 -1.49030796e-01
1.28212796e-01 -1.14399848e-01]
[ -1.17377053e-01 1.42562455e-01 2.59336398e-01 -1.91606183e-02
1.58609509e-01 8.68963825e-02 -1.24850374e-02 -2.98438456e-01
-1.19427671e-01 -5.92378661e-02]
[ -3.54940302e-01 7.55464690e-02 9.20901640e-03 -3.71790654e-02
1.61839752e-01 -1.67844541e-01 -2.26590822e-02 2.34490352e-01
-9.80911206e-02 7.05156345e-02]
[ 1.50736769e-01 1.01274160e-01 -2.36976187e-01 -8.90452067e-02
1.08009855e-01 -2.93611105e-01 1.08981607e-02 -1.67875834e-01
-1.18744341e-03 -1.86375781e-01]
[ 2.07000051e-01 -1.57074983e-01 5.97192512e-02 -3.10898246e-02
9.13363158e-02 -2.93232022e-02 5.58786791e-03 -1.37321296e-01
1.05845743e-01 -1.86840661e-01]
[ -1.05741688e-01 -4.06784348e-02 1.20528040e-01 1.07146994e-01
3.94665332e-02 -1.11491693e-01 2.42765705e-01 -7.73579355e-02
1.83990299e-01 -4.90276359e-03]
[ 1.87601207e-02 -1.32214147e-01 2.13330802e-01 -2.19116603e-01
3.08133404e-02 1.06610665e-01 1.04405677e-02 -1.13399016e-01
3.79852471e-02 2.49147120e-01]]
[[ 0.57114629]
[ 1.43103326]
[ 0.28395859]
[ 0.82231006]
[-2.52456506]
[-0.26685426]
[-1.50254175]
[ 0.04246356]
[ 0.64012084]
[ 0.85647855]]
Progress: 20.8% ... Training loss: 0.303 ... Validation loss: 0.480[[ 1.56562045e-01 2.03413984e-01 -1.13055092e-01 9.84079539e-02
-4.91012801e-01 -6.73499788e-02 -5.00240066e-02 1.23339856e-01
-7.88482474e-02 1.82765736e-01]
[ 1.23176606e-02 1.60832048e-01 -2.11308014e-02 3.69742913e-02
1.08016677e-01 -4.43302224e-03 3.08384131e-01 4.10796247e-02
1.36256137e-01 -3.27870237e-02]
[ 1.77947557e-01 4.25095570e-01 1.86358133e-02 4.82089820e-02
1.84230454e-01 -4.20988811e-02 -5.11385527e-01 -3.62591193e-02
7.46781189e-02 3.01179101e-01]
[ -2.24623551e-02 -2.99453690e-01 -2.38895506e-01 3.06503246e-02
-1.33786381e-03 1.63851140e-01 1.32467366e-01 5.57938387e-02
1.90618418e-02 1.14585957e-01]
[ 9.75385736e-04 1.68751848e-01 -1.43398061e-01 4.85818776e-02
5.80710473e-02 -1.81104384e-01 2.39382782e-02 -1.19437869e-01
-1.79880748e-01 2.04092097e-02]
[ -3.52478966e-01 -3.71383137e-01 -2.86900168e-01 1.58051961e-01
1.45850666e-01 4.38356969e-02 6.77031021e-02 -3.53332972e-02
-2.81024854e-03 2.71780721e-02]
[ 8.50664577e-04 -1.59133342e-01 1.18989805e-02 9.87963035e-02
-4.05980603e-02 -7.31866437e-02 1.59037236e-01 -1.89542998e-01
1.91311956e-01 3.95878816e-02]
[ 1.16395116e-01 -2.20429521e-01 3.42057663e-02 -6.53457927e-02
1.17167962e-01 -4.68170153e-02 5.43699013e-02 1.21941284e-01
7.56619958e-02 -2.01420942e-02]
[ -1.72633759e-01 -8.90496395e-02 -3.06183459e-01 -2.50126044e-02
3.72713246e-03 7.11230217e-02 -2.00047459e-01 -2.82535337e-02
2.56593855e-01 -1.28894339e-01]
[ 7.28767391e-02 -2.62560576e-01 9.48430097e-02 4.34314165e-02
9.95862714e-02 -1.15252992e-01 5.33601863e-02 -9.91520816e-02
2.07909048e-02 1.40547566e-01]
[ -8.08895056e-02 6.59516837e-02 -1.59185123e-03 -1.56959429e-01
4.61659596e-02 2.35963684e-02 1.01596232e-01 -1.02581309e-01
-2.21857690e-02 -1.28500554e-01]
[ -1.06560834e-01 -4.79986278e-02 -6.77797428e-02 -3.66931019e-03
3.48128585e-01 9.97009425e-02 1.42533234e-02 -1.55439214e-02
-1.65062220e-01 -2.03088433e-01]
[ -1.56450021e-01 5.22730026e-03 6.21736137e-02 2.24536097e-02
-1.73961743e-01 -2.19982265e-01 -1.79225683e-01 -1.96963308e-01
8.76352615e-02 1.74907295e-01]
[ -2.23203732e-01 -1.78531486e-01 1.17651600e-01 2.67990799e-01
-1.13582586e-01 -8.21453612e-02 -8.99136956e-02 -2.55324224e-01
-2.13355330e-01 -3.15983070e-03]
[ 1.20983999e-01 -5.81574716e-02 -1.54866190e-02 1.28226496e-01
-3.44528192e-02 -8.87406156e-02 1.18623746e-01 4.48426485e-03
3.85608404e-02 2.85876247e-02]
[ 3.59152732e-02 -4.85303498e-02 -2.11967593e-01 1.46822550e-01
-4.13596794e-02 8.77606762e-02 -7.98517098e-02 -1.99689576e-02
-9.52682145e-02 -5.63531727e-03]
[ -1.24296046e-01 -6.19721073e-02 -2.04709775e-01 1.51133866e-01
-4.26267010e-03 1.35871661e-01 1.12054671e-02 -2.50367983e-01
6.48727840e-02 -2.04319788e-01]
[ -7.40367873e-02 -4.37657835e-02 2.74166671e-01 9.19771236e-02
1.43007744e-01 -5.94214003e-02 -1.16980386e-01 1.20446122e-01
6.55933447e-02 2.55082522e-02]
[ 5.10305724e-02 -2.67009518e-02 8.62804980e-02 8.57346375e-02
8.57105898e-02 -1.66396070e-02 2.51726772e-01 1.20538129e-01
-3.59835420e-02 -6.80524799e-02]
[ 2.33553122e-03 -1.62602906e-01 -2.92884067e-01 -5.60967820e-02
2.32731955e-01 -8.88734999e-02 1.84277615e-01 1.63889585e-01
1.01565475e-01 -3.68548196e-02]
[ 5.25658079e-02 3.17884542e-03 -1.17406049e-01 4.35176690e-02
-8.90005436e-02 3.23455554e-01 2.51480787e-01 2.05434715e-01
-1.63110732e-01 -5.87439127e-02]
[ 1.00077453e-02 -6.04711594e-03 1.24577633e-01 1.13337019e-01
-3.28004852e-02 1.03431517e-01 -1.68020003e-01 -4.07131510e-02
2.15658373e-01 8.67977983e-02]
[ 9.80657257e-02 5.29694085e-02 -5.28938241e-02 -1.17647879e-01
-5.74023694e-02 -3.24595222e-01 1.34468783e-01 7.94401209e-03
1.29911624e-01 7.36126450e-02]
[ -9.86859438e-02 1.20803288e-02 -1.55100221e-02 2.22904654e-02
1.02867007e-02 -2.03041780e-01 -9.16590918e-02 -1.98089937e-02
1.42499591e-02 1.28474862e-01]
[ -1.38602409e-01 -4.81056179e-02 -1.94691769e-01 3.77920337e-03
-2.75548404e-01 -6.89501478e-03 -2.82086732e-02 -2.29966284e-02
8.98654065e-03 7.11435941e-02]
[ -2.28277664e-02 -4.44257232e-02 -7.12216122e-02 -1.18143379e-01
5.03053996e-01 2.73082826e-01 5.17142426e-01 1.13689469e-01
-1.74569212e-01 -3.62807066e-01]
[ -8.16997716e-03 -3.30000259e-01 -2.57415053e-02 -6.27556319e-02
6.30005183e-01 9.78575242e-02 4.72345883e-01 9.20992045e-02
3.67180264e-02 -3.68205823e-01]
[ 1.57930403e-02 -3.94882504e-01 -4.08667530e-02 -1.02286247e-01
6.61975859e-01 2.22130685e-02 4.50010425e-01 4.91316463e-02
-3.58387495e-01 -2.10645826e-01]
[ -1.53337946e-01 -5.26597361e-01 -2.13757452e-03 -1.83299765e-01
7.05662716e-01 -9.64052037e-02 5.57061154e-01 -8.11879149e-02
-5.24121217e-02 9.97004350e-02]
[ -2.77757353e-01 -3.39054709e-01 6.03965189e-02 -3.48517587e-02
8.84121863e-01 1.38532095e-01 3.62729958e-01 4.86252457e-02
-7.93041155e-02 -1.23005537e-01]
[ -1.80663067e-01 -2.22644854e-01 2.60403234e-01 -2.15860425e-01
5.79154572e-01 -5.28212909e-02 6.08760728e-01 1.50036530e-02
-2.34861932e-01 -1.87951510e-03]
[ -1.11352837e-01 -1.67108333e-01 -1.72525565e-01 -7.83289957e-02
4.19540763e-01 -2.37110297e-01 1.22846129e-01 1.70705459e-01
7.88851607e-03 -9.53533774e-02]
[ 1.26193742e-01 2.67293749e-01 1.70912091e-01 -6.98759841e-02
-1.41280041e-01 4.30182022e-02 -1.79844407e-01 2.84781604e-01
9.03119412e-02 1.94193606e-01]
[ 3.42171948e-01 2.88842673e-01 -8.70317160e-02 3.06684783e-01
-8.77294268e-01 -2.84390359e-01 -4.50182035e-01 1.77328333e-01
3.72363571e-01 -4.92548186e-02]
[ 5.29167323e-02 1.58109260e-01 2.55452287e-01 2.59625192e-01
-8.37071430e-02 -1.98225757e-01 -1.94429179e-01 -1.32370386e-01
-1.33085764e-01 -2.78384244e-01]
[ 2.56048803e-02 -4.84987379e-02 -1.17405827e-01 -5.17077556e-02
2.44177973e-01 4.10683759e-02 -1.22184414e-02 -1.84147695e-01
3.65056091e-02 2.11459388e-01]
[ 1.32375109e-03 -5.30677277e-02 -6.60039794e-02 -4.91273121e-02
-1.85838261e-02 -1.75983724e-01 8.72471297e-02 1.02835296e-02
3.87441864e-02 9.73673727e-03]
[ 2.20059879e-02 4.87143500e-02 2.41690830e-01 6.47085584e-02
-1.97286008e-01 -1.30897611e-01 1.34091787e-01 3.93752852e-02
-1.93178918e-01 1.00642923e-01]
[ 6.21086880e-02 3.32364770e-03 1.03686010e-01 -5.27636975e-03
-1.97765674e-01 7.39347054e-02 9.46637439e-02 -2.71247951e-01
-2.69360717e-02 -1.00705484e-01]
[ -2.23777914e-02 5.78219410e-02 7.95111323e-02 -4.50482771e-02
1.40973127e-02 1.86625840e-01 1.31279052e-01 1.17879039e-01
-3.27585071e-02 1.59568378e-01]
[ 2.09803859e-01 3.45495361e-02 2.35724684e-02 6.57281939e-02
1.03028374e-01 -1.69529004e-02 -1.27305893e-01 1.47583004e-01
-6.64608994e-02 -3.41955063e-02]
[ 2.89765863e-02 -5.37662598e-02 1.09244667e-02 2.25195286e-02
-3.49356428e-01 -1.16881845e-01 -1.69422371e-01 4.03225440e-02
1.06311178e-01 1.77900739e-01]
[ 2.57335773e-02 5.14554281e-01 1.12355494e-01 3.86370509e-01
-1.00998364e+00 -2.99098518e-01 -6.08631552e-01 -7.41737752e-02
2.65877440e-01 3.11655565e-01]
[ 1.75223213e-01 5.16748684e-01 6.12512124e-02 4.11351501e-01
-8.22538036e-01 -8.19471501e-02 -4.50139796e-01 1.50486997e-01
1.97798932e-01 4.84381251e-01]
[ 2.57260769e-01 2.91635719e-01 2.44617850e-01 1.39493014e-01
-3.87967054e-01 8.25467678e-02 -2.02553278e-01 1.62524768e-01
2.34343642e-01 7.31196477e-02]
[ -7.69776005e-02 2.06549229e-01 2.40062431e-01 1.05405628e-02
-1.80490603e-02 1.32847403e-01 -8.62400129e-02 -1.53196770e-02
-3.78479615e-02 4.56987252e-02]
[ -9.82084746e-02 -9.42881079e-03 2.47772160e-02 9.18449541e-02
-4.76669285e-02 1.16662237e-01 2.60178918e-01 2.02927629e-02
-2.76011307e-01 -9.46888642e-02]
[ -2.17530497e-01 -1.44152655e-02 -9.21309212e-02 -3.41712267e-01
1.73077840e-01 1.19201935e-01 9.56819812e-02 1.03747039e-01
-2.05686987e-01 3.47603733e-02]
[ 1.79482249e-02 -3.49816905e-01 -1.23529333e-01 -1.51486240e-01
3.40871256e-01 2.30714726e-02 1.50963838e-01 1.53214909e-01
-1.57162517e-01 -2.09651192e-01]
[ 1.42659408e-01 -1.65730256e-01 -1.41219143e-01 -5.77152070e-03
1.38722722e-01 -5.89428424e-02 2.39399559e-04 -1.48956499e-01
1.29456222e-01 -1.12711648e-01]
[ -1.17848672e-01 1.41170046e-01 2.59135181e-01 -1.98593510e-02
1.60856768e-01 8.70900497e-02 -1.07286289e-02 -2.98470281e-01
-1.19932656e-01 -5.99281705e-02]
[ -3.54838104e-01 7.52099882e-02 9.29164316e-03 -3.71227379e-02
1.61848410e-01 -1.67854690e-01 -2.26598937e-02 2.34485734e-01
-9.79432337e-02 7.04770755e-02]
[ 1.50204781e-01 9.99213075e-02 -2.37271583e-01 -8.98826602e-02
1.10081137e-01 -2.93366276e-01 1.25805937e-02 -1.67918440e-01
-1.84883845e-03 -1.87254101e-01]
[ 2.07123139e-01 -1.56671391e-01 5.98323889e-02 -3.08174642e-02
9.04790738e-02 -2.94355728e-02 5.37048725e-03 -1.37305013e-01
1.05981648e-01 -1.86619213e-01]
[ -1.06496726e-01 -4.22901465e-02 1.20137704e-01 1.06040732e-01
4.26713036e-02 -1.11138277e-01 2.44514512e-01 -7.74165068e-02
1.83141406e-01 -6.00438138e-03]
[ 1.79138360e-02 -1.34156599e-01 2.12916198e-01 -2.20269078e-01
3.40229459e-02 1.06995472e-01 1.25797228e-02 -1.13459376e-01
3.71183074e-02 2.48133324e-01]]
[[ 0.56568835]
[ 1.42694149]
[ 0.27744634]
[ 0.8194324 ]
[-2.53348244]
[-0.26956917]
[-1.50688951]
[ 0.0385508 ]
[ 0.63529129]
[ 0.85157454]]
Progress: 20.9% ... Training loss: 0.302 ... Validation loss: 0.484[[ 1.57306712e-01 2.05494904e-01 -1.12565007e-01 9.96633580e-02
-4.94780157e-01 -6.76785402e-02 -5.14956823e-02 1.23405120e-01
-7.79639536e-02 1.83465108e-01]
[ 1.21132870e-02 1.60293574e-01 -2.12232087e-02 3.67076722e-02
1.08827709e-01 -4.34089901e-03 3.08892760e-01 4.10682635e-02
1.36048663e-01 -3.30915615e-02]
[ 1.80391449e-01 4.31064487e-01 1.97880976e-02 5.13123878e-02
1.74042088e-01 -4.31259057e-02 -5.17078115e-01 -3.60966447e-02
7.72863042e-02 3.04083522e-01]
[ -2.25645476e-02 -2.99616221e-01 -2.38964932e-01 3.04892930e-02
1.34740419e-04 1.63903060e-01 1.32080243e-01 5.57737043e-02
1.88468825e-02 1.14644146e-01]
[ -2.35919798e-03 1.60179113e-01 -1.44883994e-01 4.39367054e-02
7.06503563e-02 -1.79561619e-01 3.33604262e-02 -1.19645002e-01
-1.83614810e-01 1.52241552e-02]
[ -3.51670882e-01 -3.69837889e-01 -2.86553407e-01 1.59361520e-01
1.41985993e-01 4.34208701e-02 6.59091067e-02 -3.52739456e-02
-1.87342951e-03 2.83855109e-02]
[ 1.98612521e-04 -1.60526362e-01 1.16781693e-02 9.80288214e-02
-3.82112361e-02 -7.29064294e-02 1.60549950e-01 -1.89572906e-01
1.90571085e-01 3.84624452e-02]
[ 1.18394302e-01 -2.15915906e-01 3.52132229e-02 -6.24553863e-02
1.08129373e-01 -4.77118190e-02 5.01534148e-02 1.22081101e-01
7.78985911e-02 -1.75110903e-02]
[ -1.73221470e-01 -9.05050806e-02 -3.06434113e-01 -2.58726848e-02
6.35674209e-03 7.13958474e-02 -1.98432675e-01 -2.82922672e-02
2.55936598e-01 -1.29769167e-01]
[ 7.51636663e-02 -2.57373143e-01 9.60150580e-02 4.69374209e-02
8.86781408e-02 -1.16338917e-01 4.83724745e-02 -9.89743240e-02
2.34194144e-02 1.43571554e-01]
[ -8.14641537e-02 6.45488296e-02 -1.86000980e-03 -1.57834163e-01
4.88900044e-02 2.38695229e-02 1.03276692e-01 -1.02620763e-01
-2.28852653e-02 -1.29474182e-01]
[ -1.06705607e-01 -4.85728052e-02 -6.78008795e-02 -3.72817758e-03
3.48425842e-01 9.97571219e-02 1.46775908e-02 -1.55516989e-02
-1.65215948e-01 -2.03300615e-01]
[ -1.56450021e-01 5.22730026e-03 6.21736137e-02 2.24536097e-02
-1.73961743e-01 -2.19982265e-01 -1.79225683e-01 -1.96963308e-01
8.76352615e-02 1.74907295e-01]
[ -2.23601245e-01 -1.79366985e-01 1.17448347e-01 2.67472040e-01
-1.11944964e-01 -8.19436225e-02 -8.88095822e-02 -2.55351636e-01
-2.13823171e-01 -3.79534051e-03]
[ 1.21277091e-01 -5.75118220e-02 -1.53400725e-02 1.28666153e-01
-3.57077921e-02 -8.88842211e-02 1.17882644e-01 4.50462688e-03
3.89029151e-02 2.90062733e-02]
[ 3.60462831e-02 -4.84117883e-02 -2.11898265e-01 1.47060019e-01
-4.22338465e-02 8.76658135e-02 -7.99883717e-02 -1.99558184e-02
-9.50851078e-02 -5.38557389e-03]
[ -1.25502368e-01 -6.48766809e-02 -2.05232685e-01 1.49544514e-01
5.62121521e-04 1.36409988e-01 1.43414722e-02 -2.50437392e-01
6.35368195e-02 -2.06114602e-01]
[ -7.31451563e-02 -4.15478286e-02 2.74607819e-01 9.32709347e-02
1.39279228e-01 -5.98344532e-02 -1.19316950e-01 1.20506721e-01
6.65705919e-02 2.66835112e-02]
[ 5.09600931e-02 -2.66907725e-02 8.62369091e-02 8.56207141e-02
8.57817034e-02 -1.66037723e-02 2.51757844e-01 1.20532507e-01
-3.60899312e-02 -6.81871879e-02]
[ 3.15997069e-03 -1.60727023e-01 -2.92446013e-01 -5.48508293e-02
2.28390622e-01 -8.92492910e-02 1.82451745e-01 1.63947503e-01
1.02500452e-01 -3.57010952e-02]
[ 5.24446034e-02 2.77586514e-03 -1.17501450e-01 4.32556421e-02
-8.81105038e-02 3.23545972e-01 2.51878288e-01 2.05418335e-01
-1.63322366e-01 -5.90060770e-02]
[ 1.07285492e-02 -4.41798284e-03 1.24995796e-01 1.14444908e-01
-3.58651545e-02 1.03082618e-01 -1.69284568e-01 -4.06516740e-02
2.16581388e-01 8.77091009e-02]
[ 9.78310084e-02 5.23725981e-02 -5.29791177e-02 -1.17986389e-01
-5.63924934e-02 -3.24488305e-01 1.35093037e-01 7.92880656e-03
1.29662772e-01 7.32733268e-02]
[ -9.84394091e-02 1.26587474e-02 -1.53981236e-02 2.26333363e-02
9.29894700e-03 -2.03153338e-01 -9.22686911e-02 -1.97923906e-02
1.44845569e-02 1.28829739e-01]
[ -1.38112177e-01 -4.72311334e-02 -1.94483706e-01 4.50652899e-03
-2.77617264e-01 -7.13707192e-03 -2.94702393e-02 -2.29621707e-02
9.53748856e-03 7.18847318e-02]
[ -2.28191021e-02 -4.45025030e-02 -7.12035789e-02 -1.18096778e-01
5.02944034e-01 2.73069066e-01 5.17166992e-01 1.13691458e-01
-1.74526876e-01 -3.62791024e-01]
[ -8.11981878e-03 -3.29857750e-01 -2.57143071e-02 -6.26761890e-02
6.29811376e-01 9.78316510e-02 4.72269889e-01 9.21027356e-02
3.67786863e-02 -3.68142846e-01]
[ 1.55214070e-02 -3.95635875e-01 -4.10109809e-02 -1.02711888e-01
6.63179773e-01 2.23498972e-02 4.50800812e-01 4.91114368e-02
-3.58721736e-01 -2.11077745e-01]
[ -1.53965975e-01 -5.28151354e-01 -2.43593517e-03 -1.84209135e-01
7.08308214e-01 -9.61147645e-02 5.58623479e-01 -8.12289514e-02
-5.31184012e-02 9.87640082e-02]
[ -2.78294372e-01 -3.40215491e-01 6.01469457e-02 -3.56253230e-02
8.86335417e-01 1.38785892e-01 3.64126406e-01 4.85890026e-02
-7.98732755e-02 -1.23808671e-01]
[ -1.80698436e-01 -2.22777034e-01 2.60411093e-01 -2.15820863e-01
5.79291890e-01 -5.28401125e-02 6.08953200e-01 1.50048166e-02
-2.34848475e-01 -1.83005578e-03]
[ -1.11243488e-01 -1.66930847e-01 -1.72478680e-01 -7.81663886e-02
4.19038308e-01 -2.37161032e-01 1.22578018e-01 1.70713142e-01
8.01022877e-03 -9.51840319e-02]
[ 1.26589808e-01 2.68260653e-01 1.71109144e-01 -6.93054169e-02
-1.43009165e-01 4.28280454e-02 -1.80880869e-01 2.84808975e-01
9.07505200e-02 1.94800805e-01]
[ 3.43613224e-01 2.92418458e-01 -8.63699691e-02 3.08757729e-01
-8.83348912e-01 -2.85067924e-01 -4.53889310e-01 1.77425669e-01
3.73945450e-01 -4.71120041e-02]
[ 5.26762825e-02 1.57469662e-01 2.55315576e-01 2.59252874e-01
-8.24674429e-02 -1.98105686e-01 -1.93755212e-01 -1.32387798e-01
-1.33391636e-01 -2.78790823e-01]
[ 2.53903177e-02 -4.91666243e-02 -1.17515657e-01 -5.20281614e-02
2.45000419e-01 4.11626207e-02 -1.16283727e-02 -1.84162850e-01
3.62596138e-02 2.11140480e-01]
[ 2.08407454e-03 -5.10797212e-02 -6.56022336e-02 -4.80055261e-02
-2.21302803e-02 -1.76327657e-01 8.52105965e-02 1.03375898e-02
3.95877242e-02 1.07201473e-02]
[ 2.18904790e-02 4.84415733e-02 2.41632535e-01 6.45412430e-02
-1.96776386e-01 -1.30852641e-01 1.34409494e-01 3.93681857e-02
-1.93312096e-01 1.00463490e-01]
[ 6.20029968e-02 3.10071016e-03 1.03632428e-01 -5.41692127e-03
-1.97297696e-01 7.39794115e-02 9.49397546e-02 -2.71251669e-01
-2.70516184e-02 -1.00861109e-01]
[ -2.22495873e-02 5.80202326e-02 7.95531368e-02 -4.49047857e-02
1.35998434e-02 1.86565449e-01 1.31072003e-01 1.17887165e-01
-3.26530583e-02 1.59695791e-01]
[ 2.09297006e-01 3.33113405e-02 2.32937850e-02 6.49096719e-02
1.05182819e-01 -1.67055864e-02 -1.25978639e-01 1.47544826e-01
-6.70918287e-02 -3.49936139e-02]
[ 2.91663326e-02 -5.32727031e-02 1.10314155e-02 2.28376133e-02
-3.50341157e-01 -1.16966953e-01 -1.69908058e-01 4.03374942e-02
1.06549480e-01 1.78210943e-01]
[ 2.57501822e-02 5.14435329e-01 1.12427767e-01 3.86466964e-01
-1.01017312e+00 -2.99099390e-01 -6.08341922e-01 -7.41662152e-02
2.65847859e-01 3.11545599e-01]
[ 1.76412110e-01 5.19314639e-01 6.18987491e-02 4.13223234e-01
-8.28093887e-01 -8.25022944e-02 -4.52810556e-01 1.50578306e-01
1.99250643e-01 4.86033485e-01]
[ 2.57426728e-01 2.92247157e-01 2.44704810e-01 1.39767294e-01
-3.88799053e-01 8.24749894e-02 -2.03048840e-01 1.62533016e-01
2.34519746e-01 7.33448880e-02]
[ -7.67682589e-02 2.07073468e-01 2.40168819e-01 1.08458876e-02
-1.89921028e-02 1.32747490e-01 -8.67595075e-02 -1.53050682e-02
-3.76148166e-02 4.59866850e-02]
[ -9.84500643e-02 -1.00598609e-02 2.46509447e-02 9.14962507e-02
-4.65491706e-02 1.16783354e-01 2.60783808e-01 2.02764171e-02
-2.76282106e-01 -9.50623269e-02]
[ -2.17614937e-01 -1.46316415e-02 -9.21650095e-02 -3.41813681e-01
1.73334115e-01 1.19235069e-01 9.59119189e-02 1.03742344e-01
-2.05765392e-01 3.46353110e-02]
[ 1.78322870e-02 -3.50165792e-01 -1.23579587e-01 -1.51638913e-01
3.41354936e-01 2.31223123e-02 1.51308117e-01 1.53207596e-01
-1.57274114e-01 -2.09808688e-01]
[ 1.42202709e-01 -1.66594934e-01 -1.41368627e-01 -6.27504006e-03
1.40025452e-01 -5.87198512e-02 1.42565575e-03 -1.48982398e-01
1.28953488e-01 -1.13452292e-01]
[ -1.17482381e-01 1.41770802e-01 2.59372369e-01 -1.92122644e-02
1.58867664e-01 8.69110216e-02 -1.13156053e-02 -2.98433385e-01
-1.19484724e-01 -5.94357567e-02]
[ -3.53383902e-01 7.86899250e-02 9.99771932e-03 -3.50378530e-02
1.56167622e-01 -1.68555893e-01 -2.62807645e-02 2.34581278e-01
-9.62899629e-02 7.26559288e-02]
[ 1.50872235e-01 1.01138404e-01 -2.36897833e-01 -8.87892431e-02
1.07087136e-01 -2.93699368e-01 1.11486866e-02 -1.67860604e-01
-1.00613875e-03 -1.86311866e-01]
[ 2.06438600e-01 -1.58477781e-01 5.94557279e-02 -3.19304088e-02
9.36810330e-02 -2.90855378e-02 7.23527091e-03 -1.37357109e-01
1.05134805e-01 -1.87708007e-01]
[ -1.06112011e-01 -4.13786865e-02 1.20312344e-01 1.06591458e-01
4.09506116e-02 -1.11316327e-01 2.43754206e-01 -7.73884150e-02
1.83503225e-01 -5.56406667e-03]
[ 1.77499186e-02 -1.34484377e-01 2.12833441e-01 -2.20456326e-01
3.40160134e-02 1.07057230e-01 1.30457585e-02 -1.13469223e-01
3.69374486e-02 2.47747125e-01]]
[[ 0.57427637]
[ 1.43622013]
[ 0.28539401]
[ 0.82796592]
[-2.53189984]
[-0.26525636]
[-1.50596815]
[ 0.04852944]
[ 0.64541794]
[ 0.86252971]]
Progress: 20.9% ... Training loss: 0.303 ... Validation loss: 0.479[[ 1.57742060e-01 2.06641223e-01 -1.12329768e-01 1.00423021e-01
-4.96146328e-01 -6.78523170e-02 -5.19963008e-02 1.23457805e-01
-7.74797426e-02 1.83890548e-01]
[ 1.24183848e-02 1.60848177e-01 -2.10776373e-02 3.72635488e-02
1.07197636e-01 -4.51113184e-03 3.08105191e-01 4.10980268e-02
1.36387073e-01 -3.26345110e-02]
[ 1.82686988e-01 4.36474273e-01 2.10445968e-02 5.44066941e-02
1.66459120e-01 -4.41572372e-02 -5.22858138e-01 -3.58852887e-02
7.99822560e-02 3.07526968e-01]
[ -2.24958654e-02 -2.98918703e-01 -2.38886420e-01 3.03360809e-02
-1.60903947e-04 1.63860119e-01 1.31022635e-01 5.57609668e-02
1.91810730e-02 1.15034634e-01]
[ -3.54832711e-03 1.56798606e-01 -1.45500879e-01 4.25145001e-02
7.58418037e-02 -1.79253220e-01 3.54436547e-02 -1.19734068e-01
-1.85044345e-01 1.35802868e-02]
[ -3.53952728e-01 -3.75338422e-01 -2.87726570e-01 1.56322946e-01
1.50690164e-01 4.44250116e-02 7.21309001e-02 -3.54656766e-02
-4.52689241e-03 2.49004118e-02]
[ -7.10209700e-05 -1.61195003e-01 1.14962449e-02 9.75588072e-02
-3.60050922e-02 -7.27712748e-02 1.61433880e-01 -1.89589649e-01
1.90279472e-01 3.78347803e-02]
[ 1.19236029e-01 -2.14105308e-01 3.57040626e-02 -6.11282332e-02
1.04791477e-01 -4.81064452e-02 4.85073161e-02 1.22162061e-01
7.88444449e-02 -1.61553171e-02]
[ -1.74459835e-01 -9.35411165e-02 -3.07100111e-01 -2.77160227e-02
1.13206129e-02 7.19562069e-02 -1.95007279e-01 -2.83995170e-02
2.54692210e-01 -1.31665199e-01]
[ 7.19098895e-02 -2.64908972e-01 9.43612484e-02 4.24052938e-02
1.02058841e-01 -1.14854895e-01 5.76261844e-02 -9.92402446e-02
1.97982527e-02 1.38488472e-01]
[ -8.10380830e-02 6.51325122e-02 -1.68411958e-03 -1.57177851e-01
4.72436721e-02 2.36432829e-02 1.02477342e-01 -1.02581622e-01
-2.23657939e-02 -1.28861062e-01]
[ -1.06826018e-01 -4.90152725e-02 -6.78532065e-02 -3.87713540e-03
3.49227764e-01 9.98043695e-02 1.51082513e-02 -1.55596824e-02
-1.65357867e-01 -2.03483675e-01]
[ -1.56450021e-01 5.22730026e-03 6.21736137e-02 2.24536097e-02
-1.73961743e-01 -2.19982265e-01 -1.79225683e-01 -1.96963308e-01
8.76352615e-02 1.74907295e-01]
[ -2.25094757e-01 -1.82847986e-01 1.16692484e-01 2.65485512e-01
-1.06744268e-01 -8.12851226e-02 -8.47365478e-02 -2.55477980e-01
-2.15557882e-01 -6.07054931e-03]
[ 1.20934022e-01 -5.84286431e-02 -1.55126576e-02 1.28183425e-01
-3.41935132e-02 -8.87364962e-02 1.18757019e-01 4.47617857e-03
3.85187432e-02 2.84857576e-02]
[ 3.56854141e-02 -4.93364446e-02 -2.12096159e-01 1.46563189e-01
-4.01969976e-02 8.78542397e-02 -7.88877537e-02 -1.99876719e-02
-9.55102493e-02 -5.95312235e-03]
[ -1.26205386e-01 -6.65313980e-02 -2.05587954e-01 1.48530203e-01
3.52466361e-03 1.36723746e-01 1.61711172e-02 -2.50489629e-01
6.27325002e-02 -2.07172688e-01]
[ -7.30311866e-02 -4.12028300e-02 2.74635610e-01 9.35296578e-02
1.38698261e-01 -5.99139058e-02 -1.19675508e-01 1.20519623e-01
6.67680912e-02 2.67817093e-02]
[ 5.13326528e-02 -2.58722244e-02 8.64034975e-02 8.60303682e-02
8.49156370e-02 -1.67544043e-02 2.50977386e-01 1.20561359e-01
-3.57325345e-02 -6.77714082e-02]
[ 3.92274792e-03 -1.59019607e-01 -2.92027206e-01 -5.36417766e-02
2.25097028e-01 -8.95997814e-02 1.80900863e-01 1.64020284e-01
1.03366428e-01 -3.45096425e-02]
[ 5.22394911e-02 2.44977799e-03 -1.17561379e-01 4.29861767e-02
-8.70039581e-02 3.23625868e-01 2.52272269e-01 2.05403088e-01
-1.63533380e-01 -5.92472892e-02]
[ 1.04683900e-02 -5.34547694e-03 1.24857558e-01 1.14064860e-01
-3.45809210e-02 1.03187757e-01 -1.68391656e-01 -4.06738223e-02
2.16322646e-01 8.73358346e-02]
[ 9.74218414e-02 5.15277897e-02 -5.32143512e-02 -1.18619346e-01
-5.48803691e-02 -3.24295664e-01 1.36238445e-01 7.89261859e-03
1.29298672e-01 7.26134402e-02]
[ -9.83660503e-02 1.27705111e-02 -1.53638601e-02 2.27415336e-02
9.02215913e-03 -2.03186993e-01 -9.24009208e-02 -1.97861469e-02
1.45626520e-02 1.28932968e-01]
[ -1.38608052e-01 -4.85328876e-02 -1.94746393e-01 3.75899410e-03
-2.75680828e-01 -6.90389689e-03 -2.80730658e-02 -2.30052487e-02
8.97711273e-03 7.11187747e-02]
[ -2.26562370e-02 -4.41337715e-02 -7.11435708e-02 -1.17853276e-01
5.02296303e-01 2.72991977e-01 5.16814333e-01 1.13705571e-01
-1.74342450e-01 -3.62568533e-01]
[ -8.34321078e-03 -3.30613260e-01 -2.58438288e-02 -6.30295640e-02
6.30861927e-01 9.79458623e-02 4.72987068e-01 9.20822583e-02
3.65068228e-02 -3.68505267e-01]
[ 1.52320880e-02 -3.96444717e-01 -4.11483591e-02 -1.03132638e-01
6.64392593e-01 2.24855665e-02 4.51716340e-01 4.90867105e-02
-3.59046433e-01 -2.11486360e-01]
[ -1.54132121e-01 -5.28479989e-01 -2.51957659e-03 -1.84454268e-01
7.08984138e-01 -9.60348834e-02 5.59051313e-01 -8.12431851e-02
-5.33104481e-02 9.85103322e-02]
[ -2.78426608e-01 -3.40498412e-01 6.00934153e-02 -3.57920162e-02
8.86995878e-01 1.38840222e-01 3.64524584e-01 4.85788552e-02
-7.99817567e-02 -1.23987829e-01]
[ -1.80915728e-01 -2.23224857e-01 2.60305830e-01 -2.16144523e-01
5.80132691e-01 -5.27382835e-02 6.09474037e-01 1.49859554e-02
-2.35099651e-01 -2.13965048e-03]
[ -1.11277346e-01 -1.67074613e-01 -1.72488505e-01 -7.82140521e-02
4.19197569e-01 -2.37141050e-01 1.22697242e-01 1.70710542e-01
7.96765939e-03 -9.52483981e-02]
[ 1.26283410e-01 2.67556149e-01 1.70978229e-01 -6.97343264e-02
-1.41667763e-01 4.29476578e-02 -1.80121481e-01 2.84783451e-01
9.04622513e-02 1.94342023e-01]
[ 3.42581104e-01 2.90403906e-01 -8.68654894e-02 3.07422315e-01
-8.79892714e-01 -2.84640534e-01 -4.51355091e-01 1.77341574e-01
3.72903944e-01 -4.85597988e-02]
[ 5.27438259e-02 1.57714373e-01 2.55349325e-01 2.59345604e-01
-8.27390113e-02 -1.98136353e-01 -1.93947042e-01 -1.32382207e-01
-1.33320120e-01 -2.78680349e-01]
[ 2.52684490e-02 -4.94715677e-02 -1.17577162e-01 -5.22084702e-02
2.45444752e-01 4.12198100e-02 -1.13157492e-02 -1.84173011e-01
3.61203260e-02 2.10968516e-01]
[ 1.29289295e-03 -5.30593488e-02 -6.60093084e-02 -4.92277393e-02
-1.86789048e-02 -1.75989446e-01 8.72891254e-02 1.02671426e-02
3.86536125e-02 9.51049873e-03]
[ 2.21618608e-02 4.88967341e-02 2.41746752e-01 6.49086644e-02
-1.97930103e-01 -1.30980463e-01 1.33705879e-01 3.93902531e-02
-1.93032440e-01 1.00816058e-01]
[ 6.14781306e-02 1.92926540e-03 1.03361593e-01 -6.14845064e-03
-1.95025106e-01 7.42075589e-02 9.63064251e-02 -2.71291604e-01
-2.76429414e-02 -1.01694592e-01]
[ -2.21384341e-02 5.82614989e-02 7.95881440e-02 -4.47476777e-02
1.31052945e-02 1.86521877e-01 1.30824803e-01 1.17895672e-01
-3.25084384e-02 1.59774129e-01]
[ 2.09422596e-01 3.35713816e-02 2.33401302e-02 6.51073255e-02
1.04622839e-01 -1.67661024e-02 -1.26324000e-01 1.47557961e-01
-6.69485520e-02 -3.48211929e-02]
[ 2.90307631e-02 -5.35089609e-02 1.09771147e-02 2.26667822e-02
-3.49781482e-01 -1.16911066e-01 -1.69514103e-01 4.03290655e-02
1.06401809e-01 1.77983085e-01]
[ 2.70042088e-02 5.17319609e-01 1.13067198e-01 3.88310414e-01
-1.01472023e+00 -2.99608033e-01 -6.10861392e-01 -7.40536310e-02
2.67226634e-01 3.13374902e-01]
[ 1.75408303e-01 5.16675805e-01 6.13753896e-02 4.11822353e-01
-8.24069726e-01 -8.20417034e-02 -4.50089633e-01 1.50490662e-01
1.98099772e-01 4.84491837e-01]
[ 2.57099711e-01 2.91432551e-01 2.44541503e-01 1.39313356e-01
-3.87347816e-01 8.26185635e-02 -2.02187448e-01 1.62505646e-01
2.34153446e-01 7.28521606e-02]
[ -7.66980695e-02 2.07246600e-01 2.40208783e-01 1.09630607e-02
-1.93393072e-02 1.32709403e-01 -8.69446481e-02 -1.52980371e-02
-3.75248300e-02 4.60990082e-02]
[ -9.79278907e-02 -8.84308509e-03 2.48841173e-02 9.22474405e-02
-4.84862898e-02 1.16542848e-01 2.59434746e-01 2.03200538e-02
-2.75721626e-01 -9.42936054e-02]
[ -2.17828733e-01 -1.51593141e-02 -9.22694210e-02 -3.42122483e-01
1.74236759e-01 1.19328903e-01 9.64654484e-02 1.03725772e-01
-2.06006551e-01 3.43168057e-02]
[ 1.78181133e-02 -3.50244565e-01 -1.23581342e-01 -1.51643810e-01
3.41346775e-01 2.31239060e-02 1.51407466e-01 1.53207391e-01
-1.57279129e-01 -2.09828109e-01]
[ 1.41643639e-01 -1.67948696e-01 -1.41667855e-01 -6.97732360e-03
1.42515220e-01 -5.84801501e-02 2.96392496e-03 -1.49028046e-01
1.28317122e-01 -1.14231515e-01]
[ -1.17873333e-01 1.40652272e-01 2.59160111e-01 -1.96826861e-02
1.60298805e-01 8.70642065e-02 -1.03045884e-02 -2.98461137e-01
-1.19974069e-01 -6.00231352e-02]
[ -3.53444460e-01 7.83969621e-02 9.92278182e-03 -3.52601864e-02
1.57293979e-01 -1.68495555e-01 -2.58302577e-02 2.34572157e-01
-9.64606281e-02 7.24141812e-02]
[ 1.50945307e-01 1.00961854e-01 -2.36823044e-01 -8.85131097e-02
1.06839394e-01 -2.93761822e-01 1.15124991e-02 -1.67840704e-01
-9.03852643e-04 -1.86172213e-01]
[ 2.05714140e-01 -1.60200213e-01 5.90905024e-02 -3.31103082e-02
9.71568789e-02 -2.87138907e-02 9.27156090e-03 -1.37423589e-01
1.04328238e-01 -1.88863424e-01]
[ -1.06694281e-01 -4.27135091e-02 1.20078244e-01 1.05849940e-01
4.34209012e-02 -1.11096639e-01 2.45174416e-01 -7.74343070e-02
1.82893935e-01 -6.39195345e-03]
[ 1.70460409e-02 -1.35879930e-01 2.12414155e-01 -2.21440777e-01
3.58066438e-02 1.07380154e-01 1.51106739e-02 -1.13528993e-01
3.63037861e-02 2.46546101e-01]]
[[ 0.56600202]
[ 1.43154107]
[ 0.27631804]
[ 0.81607762]
[-2.54241328]
[-0.27506218]
[-1.51835333]
[ 0.0406257 ]
[ 0.63467045]
[ 0.85276066]]
Progress: 20.9% ... Training loss: 0.301 ... Validation loss: 0.483[[ 1.58778583e-01 2.08550171e-01 -1.11815418e-01 1.01794108e-01
-5.00537210e-01 -6.82548881e-02 -5.36071237e-02 1.23537937e-01
-7.62917083e-02 1.85236971e-01]
[ 1.21725821e-02 1.60257702e-01 -2.11954443e-02 3.69577116e-02
1.08086894e-01 -4.39833904e-03 3.08751750e-01 4.10805492e-02
1.36111423e-01 -3.29939954e-02]
[ 1.84754049e-01 4.41043502e-01 2.19575234e-02 5.69751552e-02
1.59233670e-01 -4.49289967e-02 -5.27338283e-01 -3.57417610e-02
8.21592286e-02 3.10135258e-01]
[ -2.48404791e-02 -3.05051861e-01 -2.39918183e-01 2.70878001e-02
1.01767534e-02 1.64909447e-01 1.37092159e-01 5.55910441e-02
1.65420445e-02 1.11706951e-01]
[ -2.78389812e-03 1.58445366e-01 -1.45111585e-01 4.32586589e-02
7.35985630e-02 -1.79459182e-01 3.36169806e-02 -1.19687660e-01
-1.84358372e-01 1.43107088e-02]
[ -3.54667410e-01 -3.77608519e-01 -2.88060512e-01 1.55434634e-01
1.53498049e-01 4.47416722e-02 7.45060782e-02 -3.55098128e-02
-5.26911392e-03 2.38713552e-02]
[ 1.66537753e-03 -1.57487674e-01 1.23624327e-02 9.99832277e-02
-4.30956247e-02 -7.35079646e-02 1.57258213e-01 -1.89462138e-01
1.92282250e-01 4.04369248e-02]
[ 1.18457877e-01 -2.16389419e-01 3.53106011e-02 -6.23343012e-02
1.07928626e-01 -4.76997295e-02 5.13987154e-02 1.22106978e-01
7.79725749e-02 -1.75323803e-02]
[ -1.75006603e-01 -9.47989247e-02 -3.07283985e-01 -2.84994091e-02
1.29316989e-02 7.22465347e-02 -1.93466933e-01 -2.84425859e-02
2.54148422e-01 -1.32466441e-01]
[ 7.15371048e-02 -2.66665303e-01 9.42396668e-02 4.19166110e-02
1.02666151e-01 -1.14543556e-01 6.01799368e-02 -9.92599806e-02
1.95429646e-02 1.37869552e-01]
[ -8.08041735e-02 6.53135197e-02 -1.58484185e-03 -1.56904912e-01
4.65901722e-02 2.35306689e-02 1.02016729e-01 -1.02565213e-01
-2.20698445e-02 -1.28587567e-01]
[ -1.06990347e-01 -4.95446342e-02 -6.78759923e-02 -4.11473751e-03
3.49739542e-01 9.98826591e-02 1.56463685e-02 -1.55711326e-02
-1.65553630e-01 -2.03743468e-01]
[ -1.56450021e-01 5.22730026e-03 6.21736137e-02 2.24536097e-02
-1.73961743e-01 -2.19982265e-01 -1.79225683e-01 -1.96963308e-01
8.76352615e-02 1.74907295e-01]
[ -2.25017697e-01 -1.83105484e-01 1.16746587e-01 2.65674722e-01
-1.07309077e-01 -8.13368114e-02 -8.46658408e-02 -2.55468641e-01
-2.15429959e-01 -5.94001213e-03]
[ 1.20342130e-01 -6.00779825e-02 -1.58077092e-02 1.27408290e-01
-3.16329963e-02 -8.84760424e-02 1.20504613e-01 4.43621681e-03
3.78736977e-02 2.76298168e-02]
[ 3.54204290e-02 -4.97542792e-02 -2.12213077e-01 1.46177821e-01
-3.91396147e-02 8.79899592e-02 -7.82517213e-02 -2.00047775e-02
-9.58018383e-02 -6.33414029e-03]
[ -1.25631162e-01 -6.52548576e-02 -2.05301979e-01 1.49349268e-01
1.15267592e-03 1.36450791e-01 1.47242854e-02 -2.50448087e-01
6.33860364e-02 -2.06278368e-01]
[ -7.24723113e-02 -4.00948039e-02 2.74903697e-01 9.42494506e-02
1.36146418e-01 -6.01168324e-02 -1.20768474e-01 1.20561955e-01
6.73958923e-02 2.75016323e-02]
[ 5.18715886e-02 -2.48076273e-02 8.66676141e-02 8.67774091e-02
8.30941410e-02 -1.69699274e-02 2.49608983e-01 1.20597805e-01
-3.51173277e-02 -6.69338484e-02]
[ 4.08308117e-03 -1.58881485e-01 -2.91959691e-01 -5.34384656e-02
2.24434780e-01 -8.96553807e-02 1.80833606e-01 1.64032315e-01
1.03552842e-01 -3.43359141e-02]
[ 5.17061198e-02 1.15671762e-03 -1.17821372e-01 4.22006438e-02
-8.47079463e-02 3.23883747e-01 2.53621724e-01 2.05365095e-01
-1.64134820e-01 -6.00123173e-02]
[ 1.00226082e-02 -6.50774091e-03 1.24655774e-01 1.13428548e-01
-3.30464664e-02 1.03397820e-01 -1.66749874e-01 -4.07036609e-02
2.15858911e-01 8.65364715e-02]
[ 9.75646828e-02 5.19076916e-02 -5.31391747e-02 -1.18418549e-01
-5.55038862e-02 -3.24345811e-01 1.35838144e-01 7.89992690e-03
1.29455731e-01 7.28189647e-02]
[ -9.79462745e-02 1.35868732e-02 -1.51674047e-02 2.33385563e-02
7.19351591e-03 -2.03387084e-01 -9.34324007e-02 -1.97567994e-02
1.50056897e-02 1.29560492e-01]
[ -1.39547271e-01 -5.06411265e-02 -1.95129163e-01 2.41175656e-03
-2.72239062e-01 -6.44206607e-03 -2.54801403e-02 -2.30734712e-02
8.01284271e-03 6.97257893e-02]
[ -2.30038827e-02 -4.49794580e-02 -7.13119695e-02 -1.18362528e-01
5.03725748e-01 2.73160084e-01 5.17683829e-01 1.13681358e-01
-1.74731937e-01 -3.63094272e-01]
[ -8.73588406e-03 -3.31554247e-01 -2.60385343e-02 -6.35950621e-02
6.32399678e-01 9.81375262e-02 4.74033946e-01 9.20540544e-02
3.60706861e-02 -3.69078066e-01]
[ 1.49705161e-02 -3.97599363e-01 -4.12836436e-02 -1.03542800e-01
6.65631830e-01 2.26209209e-02 4.52836833e-01 4.90676887e-02
-3.59364922e-01 -2.11929945e-01]
[ -1.54223469e-01 -5.28731086e-01 -2.56307550e-03 -1.84592415e-01
7.09379514e-01 -9.59961041e-02 5.59274973e-01 -8.12491899e-02
-5.34023976e-02 9.83697697e-02]
[ -2.78271905e-01 -3.40521478e-01 6.02044131e-02 -3.54835638e-02
8.86182237e-01 1.38745217e-01 3.64312128e-01 4.85932465e-02
-7.97480849e-02 -1.23680898e-01]
[ -1.81200745e-01 -2.23994544e-01 2.60174868e-01 -2.16545300e-01
5.81289331e-01 -5.26060237e-02 6.10220100e-01 1.49661839e-02
-2.35402207e-01 -2.54219245e-03]
[ -1.11299758e-01 -1.67163910e-01 -1.72498935e-01 -7.82468354e-02
4.19328784e-01 -2.37130053e-01 1.22776317e-01 1.70708851e-01
7.94621699e-03 -9.52828884e-02]
[ 1.26204060e-01 2.67441164e-01 1.70941868e-01 -6.98523547e-02
-1.41364932e-01 4.29899803e-02 -1.79969044e-01 2.84777260e-01
9.03398557e-02 1.94215016e-01]
[ 3.41522541e-01 2.88013764e-01 -8.73959679e-02 3.05819350e-01
-8.76088903e-01 -2.84108941e-01 -4.48481467e-01 1.77261444e-01
3.71773952e-01 -5.01306488e-02]
[ 5.27168049e-02 1.57650341e-01 2.55350490e-01 2.59305028e-01
-8.26209393e-02 -1.98115502e-01 -1.93882406e-01 -1.32383325e-01
-1.33350443e-01 -2.78715875e-01]
[ 2.53822515e-02 -4.91416833e-02 -1.17512539e-01 -5.20042725e-02
2.44618716e-01 4.11487572e-02 -1.16161266e-02 -1.84161793e-01
3.62574372e-02 2.11194959e-01]
[ 8.83451269e-04 -5.41608915e-02 -6.62220723e-02 -4.98540050e-02
-1.67176988e-02 -1.75791473e-01 8.84064498e-02 1.02362191e-02
3.81854148e-02 8.88818325e-03]
[ 2.26280788e-02 5.01122110e-02 2.41970369e-01 6.55438106e-02
-1.99826713e-01 -1.31206214e-01 1.32427713e-01 3.94209880e-02
-1.92524181e-01 1.01551670e-01]
[ 6.15775823e-02 2.11827673e-03 1.03403571e-01 -6.02816750e-03
-1.95447738e-01 7.41670771e-02 9.60541821e-02 -2.71286809e-01
-2.75412269e-02 -1.01560996e-01]
[ -2.21788578e-02 5.82026457e-02 7.95765372e-02 -4.47414555e-02
1.33743099e-02 1.86526220e-01 1.30976156e-01 1.17895637e-01
-3.25224852e-02 1.59734755e-01]
[ 2.09684289e-01 3.42589936e-02 2.34653144e-02 6.54644396e-02
1.03415846e-01 -1.68817182e-02 -1.27019953e-01 1.47576619e-01
-6.66574408e-02 -3.44182054e-02]
[ 2.92054247e-02 -5.29246157e-02 1.10938040e-02 2.29803777e-02
-3.50784987e-01 -1.16983347e-01 -1.70066689e-01 4.03451890e-02
1.06652877e-01 1.78292907e-01]
[ 2.88696669e-02 5.21034730e-01 1.13999873e-01 3.90925934e-01
-1.02204470e+00 -3.00398977e-01 -6.14525348e-01 -7.39157996e-02
2.69352737e-01 3.15792940e-01]
[ 1.74716469e-01 5.14864057e-01 6.10924371e-02 4.10846252e-01
-8.21231055e-01 -8.16934451e-02 -4.48203487e-01 1.50439243e-01
1.97308569e-01 4.83462214e-01]
[ 2.56997315e-01 2.91329973e-01 2.44486159e-01 1.39172100e-01
-3.86826320e-01 8.26679043e-02 -2.01989317e-01 1.62498155e-01
2.34044670e-01 7.27032889e-02]
[ -7.63769325e-02 2.08008177e-01 2.40346916e-01 1.14200322e-02
-2.07869668e-02 1.32555975e-01 -8.77740688e-02 -1.52752479e-02
-3.71673698e-02 4.65666217e-02]
[ -9.78594387e-02 -8.67193431e-03 2.49050424e-02 9.23597118e-02
-4.88680438e-02 1.16504682e-01 2.59297234e-01 2.03259792e-02
-2.75645158e-01 -9.41823074e-02]
[ -2.17833059e-01 -1.51716424e-02 -9.22705336e-02 -3.42129049e-01
1.74258313e-01 1.19331561e-01 9.64753306e-02 1.03725425e-01
-2.06010476e-01 3.43080012e-02]
[ 1.78033579e-02 -3.50272754e-01 -1.23588520e-01 -1.51658553e-01
3.41409344e-01 2.31291439e-02 1.51422194e-01 1.53206706e-01
-1.57288278e-01 -2.09843578e-01]
[ 1.42451044e-01 -1.65436759e-01 -1.41205230e-01 -5.64401682e-03
1.38170873e-01 -5.88549058e-02 6.83113589e-04 -1.48964288e-01
1.29452637e-01 -1.12852939e-01]
[ -1.17016039e-01 1.42036306e-01 2.59587657e-01 -1.83911771e-02
1.57062951e-01 8.66626390e-02 -1.19607344e-02 -2.98396471e-01
-1.18982486e-01 -5.88369954e-02]
[ -3.53708931e-01 7.73414641e-02 9.79590016e-03 -3.57472311e-02
1.58400502e-01 -1.68298797e-01 -2.47696027e-02 2.34554634e-01
-9.67557675e-02 7.19611107e-02]
[ 1.50827433e-01 1.00454965e-01 -2.36772302e-01 -8.86272352e-02
1.07269705e-01 -2.93720136e-01 1.21792969e-02 -1.67840370e-01
-1.00398430e-03 -1.86355001e-01]
[ 2.05468653e-01 -1.60995913e-01 5.89287778e-02 -3.35450332e-02
9.82937171e-02 -2.85764902e-02 1.02387658e-02 -1.37443112e-01
1.03997315e-01 -1.89335582e-01]
[ -1.07450470e-01 -4.44706884e-02 1.19676824e-01 1.04675984e-01
4.66933458e-02 -1.10699386e-01 2.47222207e-01 -7.74941726e-02
1.81990790e-01 -7.59832747e-03]
[ 1.64621581e-02 -1.37765321e-01 2.12118178e-01 -2.22309088e-01
3.79063167e-02 1.07660394e-01 1.69364394e-02 -1.13575615e-01
3.56509254e-02 2.45690559e-01]]
[[ 0.56605083]
[ 1.43624865]
[ 0.27785881]
[ 0.81655726]
[-2.54487409]
[-0.27775201]
[-1.52306464]
[ 0.03730536]
[ 0.63393187]
[ 0.85363765]]
Progress: 21.0% ... Training loss: 0.301 ... Validation loss: 0.480[[ 1.58881705e-01 2.08282765e-01 -1.11741412e-01 1.02017429e-01
-5.01091075e-01 -6.83261415e-02 -5.37087227e-02 1.23554123e-01
-7.60507662e-02 1.85398849e-01]
[ 1.25255457e-02 1.61153388e-01 -2.10219243e-02 3.74630485e-02
1.06628674e-01 -4.56945448e-03 3.07875617e-01 4.11038229e-02
1.36503154e-01 -3.24534583e-02]
[ 1.85293996e-01 4.43474431e-01 2.21369013e-02 5.75667907e-02
1.56466262e-01 -4.50569277e-02 -5.28988996e-01 -3.57109686e-02
8.24741307e-02 3.10504586e-01]
[ -2.38601320e-02 -3.03263407e-01 -2.39446061e-01 2.84969514e-02
7.83416254e-03 1.64321048e-01 1.34776167e-01 5.56562025e-02
1.76639408e-02 1.13642630e-01]
[ -3.01636079e-03 1.58724821e-01 -1.45217483e-01 4.30874654e-02
7.39079016e-02 -1.79418213e-01 3.30322395e-02 -1.19697876e-01
-1.84546917e-01 1.39176431e-02]
[ -3.53711648e-01 -3.76015760e-01 -2.87525938e-01 1.57008622e-01
1.49337536e-01 4.41461012e-02 7.23451078e-02 -3.54338470e-02
-4.02782592e-03 2.54820963e-02]
[ 1.07825323e-03 -1.59314684e-01 1.20998790e-02 9.90738990e-02
-4.02578773e-02 -7.32293011e-02 1.59088628e-01 -1.89497241e-01
1.91674541e-01 3.94199377e-02]
[ 1.19275688e-01 -2.14464464e-01 3.57562116e-02 -6.09470178e-02
1.03694943e-01 -4.81331170e-02 4.96358208e-02 1.22169940e-01
7.89689142e-02 -1.61795732e-02]
[ -1.74096877e-01 -9.25339354e-02 -3.06812967e-01 -2.71449071e-02
8.85702495e-03 7.18172514e-02 -1.95629838e-01 -2.83839014e-02
2.55189204e-01 -1.31091649e-01]
[ 7.41749970e-02 -2.60922208e-01 9.56651583e-02 4.59949187e-02
9.04847525e-02 -1.15925161e-01 5.38621564e-02 -9.90717914e-02
2.27867573e-02 1.41970371e-01]
[ -8.13194944e-02 6.34643631e-02 -1.84314398e-03 -1.57559805e-01
4.89820111e-02 2.37342433e-02 1.04119223e-01 -1.02591304e-01
-2.26241512e-02 -1.29366139e-01]
[ -1.07016742e-01 -4.94828807e-02 -6.78545331e-02 -4.13170684e-03
3.49897978e-01 9.98811111e-02 1.56052993e-02 -1.55707219e-02
-1.65572416e-01 -2.03744362e-01]
[ -1.56450021e-01 5.22730026e-03 6.21736137e-02 2.24536097e-02
-1.73961743e-01 -2.19982265e-01 -1.79225683e-01 -1.96963308e-01
8.76352615e-02 1.74907295e-01]
[ -2.24105014e-01 -1.81350889e-01 1.17256875e-01 2.67183852e-01
-1.11435771e-01 -8.18669209e-02 -8.69380839e-02 -2.55398517e-01
-2.14258908e-01 -4.37223359e-03]
[ 1.20265155e-01 -6.02933932e-02 -1.58416303e-02 1.27307437e-01
-3.13418666e-02 -8.84684873e-02 1.20787751e-01 4.43218042e-03
3.77781534e-02 2.74935705e-02]
[ 3.51767181e-02 -5.06099850e-02 -2.12338877e-01 1.45797588e-01
-3.77438285e-02 8.80998437e-02 -7.74968199e-02 -2.00193279e-02
-9.60559745e-02 -6.70778020e-03]
[ -1.26239156e-01 -6.69763159e-02 -2.05592693e-01 1.48463878e-01
3.84483980e-03 1.36753793e-01 1.67082702e-02 -2.50484291e-01
6.27396162e-02 -2.07194537e-01]
[ -7.26733214e-02 -4.06978373e-02 2.74845729e-01 9.38868128e-02
1.37519097e-01 -6.00163372e-02 -1.20155304e-01 1.20547298e-01
6.71655365e-02 2.72171548e-02]
[ 5.27907507e-02 -2.23783145e-02 8.71193869e-02 8.82125722e-02
7.85617769e-02 -1.74637506e-02 2.46836759e-01 1.20662128e-01
-3.40101745e-02 -6.56209182e-02]
[ 4.55775758e-03 -1.57947181e-01 -2.91711003e-01 -5.26682365e-02
2.22077088e-01 -8.98809936e-02 1.80009760e-01 1.64067228e-01
1.04111799e-01 -3.35810759e-02]
[ 5.17461923e-02 1.22167534e-03 -1.17781989e-01 4.23138020e-02
-8.51818771e-02 3.23848568e-01 2.53449165e-01 2.05370668e-01
-1.64041265e-01 -5.99158553e-02]
[ 1.00072580e-02 -6.53942704e-03 1.24637782e-01 1.13388565e-01
-3.27869233e-02 1.03407901e-01 -1.66514137e-01 -4.07048005e-02
2.15792782e-01 8.64921346e-02]
[ 9.80900983e-02 5.33088447e-02 -5.28643741e-02 -1.17634463e-01
-5.78349806e-02 -3.24589875e-01 1.34546727e-01 7.93203280e-03
1.30051320e-01 7.35975471e-02]
[ -9.76114139e-02 1.44305177e-02 -1.50029015e-02 2.38208916e-02
5.73438581e-03 -2.03544624e-01 -9.42677748e-02 -1.97344459e-02
1.53784999e-02 1.30067255e-01]
[ -1.39512927e-01 -5.06861071e-02 -1.95103555e-01 2.49319910e-03
-2.72600583e-01 -6.46633461e-03 -2.54397615e-02 -2.30697667e-02
8.07701170e-03 6.97846584e-02]
[ -2.32088508e-02 -4.55503021e-02 -7.14169801e-02 -1.18656888e-01
5.04789521e-01 2.73263393e-01 5.18283305e-01 1.13667713e-01
-1.74949790e-01 -3.63399854e-01]
[ -8.52406254e-03 -3.31564568e-01 -2.59387175e-02 -6.32473365e-02
6.31446760e-01 9.80102006e-02 4.73814692e-01 9.20685905e-02
3.63283992e-02 -3.68753497e-01]
[ 1.50566558e-02 -3.97535221e-01 -4.12407441e-02 -1.03418285e-01
6.65179264e-01 2.25829461e-02 4.52743920e-01 4.90730129e-02
-3.59267300e-01 -2.11797001e-01]
[ -1.54215220e-01 -5.28719346e-01 -2.55863108e-03 -1.84579465e-01
7.09337803e-01 -9.60007004e-02 5.59258344e-01 -8.12485840e-02
-5.33919107e-02 9.83837197e-02]
[ -2.78072953e-01 -3.40299348e-01 6.03677236e-02 -3.49792046e-02
8.84925840e-01 1.38570916e-01 3.63928266e-01 4.86163694e-02
-7.93834636e-02 -1.23191540e-01]
[ -1.81038087e-01 -2.23868439e-01 2.60260285e-01 -2.16269187e-01
5.80462277e-01 -5.26971817e-02 6.10012631e-01 1.49791320e-02
-2.35191740e-01 -2.26488678e-03]
[ -1.11841872e-01 -1.68398920e-01 -1.72763110e-01 -7.90161785e-02
4.21770650e-01 -2.36866345e-01 1.24153022e-01 1.70674024e-01
7.35289111e-03 -9.60814888e-02]
[ 1.25612941e-01 2.66128992e-01 1.70709898e-01 -7.06308326e-02
-1.39059595e-01 4.32496758e-02 -1.78464800e-01 2.84741341e-01
8.97883528e-02 1.93414762e-01]
[ 3.41962380e-01 2.89020727e-01 -8.71960481e-02 3.06377539e-01
-8.77593995e-01 -2.84324455e-01 -4.49654569e-01 1.77290465e-01
3.72260675e-01 -4.94820928e-02]
[ 5.28525047e-02 1.58051589e-01 2.55418324e-01 2.59496146e-01
-8.32374053e-02 -1.98183676e-01 -1.94263896e-01 -1.32374178e-01
-1.33192834e-01 -2.78507587e-01]
[ 2.51059284e-02 -4.98631748e-02 -1.17671055e-01 -5.24481432e-02
2.45826832e-01 4.12805606e-02 -1.08212531e-02 -1.84180268e-01
3.59154612e-02 2.10758802e-01]
[ 8.08092303e-04 -5.43692911e-02 -6.62574553e-02 -4.99588094e-02
-1.64189434e-02 -1.75758322e-01 8.86074354e-02 1.02313590e-02
3.81051639e-02 8.74028822e-03]
[ 2.24851372e-02 4.97770194e-02 2.41919634e-01 6.53556306e-02
-1.99210631e-01 -1.31135714e-01 1.32794051e-01 3.94129248e-02
-1.92675298e-01 1.01368128e-01]
[ 6.18891699e-02 2.93912425e-03 1.03565613e-01 -5.56527299e-03
-1.96923073e-01 7.40254144e-02 9.51843428e-02 -2.71267713e-01
-2.71752261e-02 -1.01073605e-01]
[ -2.11754188e-02 6.07295878e-02 8.00654211e-02 -4.32426819e-02
8.75499401e-03 1.86032693e-01 1.28238266e-01 1.17963468e-01
-3.13972797e-02 1.61158431e-01]
[ 2.09823591e-01 3.47175904e-02 2.35327282e-02 6.56729964e-02
1.02677857e-01 -1.69734025e-02 -1.27400491e-01 1.47590553e-01
-6.64858059e-02 -3.42158465e-02]
[ 2.94567721e-02 -5.23452515e-02 1.12176161e-02 2.33129789e-02
-3.51788000e-01 -1.17072203e-01 -1.70745197e-01 4.03588186e-02
1.06941121e-01 1.78670442e-01]
[ 2.98400114e-02 5.23256638e-01 1.14488311e-01 3.92333827e-01
-1.02609054e+00 -3.00881837e-01 -6.16427054e-01 -7.38501042e-02
2.70317131e-01 3.17118184e-01]
[ 1.74792897e-01 5.14891360e-01 6.11150900e-02 4.10876062e-01
-8.21479499e-01 -8.17294105e-02 -4.48335278e-01 1.50443287e-01
1.97411659e-01 4.83566270e-01]
[ 2.56858847e-01 2.91072209e-01 2.44458398e-01 1.39054704e-01
-3.86448443e-01 8.27179454e-02 -2.01675954e-01 1.62492669e-01
2.33941843e-01 7.25561390e-02]
[ -7.60403335e-02 2.08917907e-01 2.40513249e-01 1.19226261e-02
-2.22326883e-02 1.32391875e-01 -8.86876796e-02 -1.52535005e-02
-3.67820663e-02 4.70702056e-02]
[ -9.80873345e-02 -9.36946152e-03 2.47928534e-02 9.20493234e-02
-4.78100433e-02 1.16617757e-01 2.59914625e-01 2.03107136e-02
-2.75890062e-01 -9.45190012e-02]
[ -2.17869499e-01 -1.52702616e-02 -9.22851653e-02 -3.42174788e-01
1.74421120e-01 1.19347507e-01 9.65724996e-02 1.03723195e-01
-2.06049279e-01 3.42585938e-02]
[ 1.78027543e-02 -3.50246741e-01 -1.23582718e-01 -1.51657642e-01
3.41473471e-01 2.31260337e-02 1.51383897e-01 1.53207304e-01
-1.57284133e-01 -2.09835759e-01]
[ 1.42521244e-01 -1.65381497e-01 -1.41156082e-01 -5.48023912e-03
1.37651841e-01 -5.89051052e-02 5.98833246e-04 -1.48959274e-01
1.29584675e-01 -1.12736101e-01]
[ -1.15335958e-01 1.45820119e-01 2.60415757e-01 -1.60242102e-02
1.50375398e-01 8.58188083e-02 -1.60250720e-02 -2.98283235e-01
-1.17110328e-01 -5.63575070e-02]
[ -3.53560956e-01 7.72593990e-02 9.90862448e-03 -3.54025338e-02
1.57598523e-01 -1.68390506e-01 -2.47299680e-02 2.34569927e-01
-9.65349619e-02 7.21959359e-02]
[ 1.49803658e-01 9.77940709e-02 -2.37295861e-01 -9.01470013e-02
1.12029852e-01 -2.93283094e-01 1.50046670e-02 -1.67901631e-01
-2.19103272e-03 -1.87888611e-01]
[ 2.05773185e-01 -1.59976512e-01 5.91455737e-02 -3.28799907e-02
9.62741341e-02 -2.87924054e-02 9.42656574e-03 -1.37413551e-01
1.04448634e-01 -1.88737502e-01]
[ -1.06898077e-01 -4.33421183e-02 1.19979979e-01 1.05501539e-01
4.39699443e-02 -1.10966470e-01 2.45888683e-01 -7.74564542e-02
1.82695588e-01 -6.72036166e-03]
[ 1.68269270e-02 -1.37053717e-01 2.12320462e-01 -2.21748916e-01
3.62665947e-02 1.07512512e-01 1.61094205e-02 -1.13552668e-01
3.61275558e-02 2.46238325e-01]]
[[ 0.57403479]
[ 1.44359639]
[ 0.28822409]
[ 0.82722489]
[-2.53649742]
[-0.26935444]
[-1.514465 ]
[ 0.04531471]
[ 0.64366349]
[ 0.86439906]]
Progress: 21.1% ... Training loss: 0.303 ... Validation loss: 0.473[[ 1.56690941e-01 2.03598138e-01 -1.12799685e-01 9.89704977e-02
-4.91477734e-01 -6.73328932e-02 -4.88717921e-02 1.23389591e-01
-7.83949637e-02 1.82531500e-01]
[ 1.14658289e-02 1.58653267e-01 -2.15416774e-02 3.59786326e-02
1.10754569e-01 -4.10839405e-03 3.10379017e-01 4.10241071e-02
1.35450379e-01 -3.40509169e-02]
[ 1.83141093e-01 4.39619481e-01 2.10723152e-02 5.42763565e-02
1.64064607e-01 -4.39665646e-02 -5.24072789e-01 -3.58956354e-02
7.98720426e-02 3.07293692e-01]
[ -2.39980883e-02 -3.03712713e-01 -2.39472645e-01 2.85372061e-02
9.25489418e-03 1.64283702e-01 1.35395349e-01 5.56620367e-02
1.74836927e-02 1.14024114e-01]
[ -2.34952700e-03 1.59858754e-01 -1.44915579e-01 4.40433960e-02
7.19975298e-02 -1.79764591e-01 3.16792418e-02 -1.19635455e-01
-1.83794332e-01 1.47166711e-02]
[ -3.53482068e-01 -3.75927484e-01 -2.87377667e-01 1.57494946e-01
1.48905234e-01 4.39712324e-02 7.20052743e-02 -3.54070902e-02
-3.63021468e-03 2.60173070e-02]
[ 1.66341685e-03 -1.57802051e-01 1.23864985e-02 9.99651934e-02
-4.22534737e-02 -7.34721559e-02 1.57303518e-01 -1.89446592e-01
1.92321489e-01 4.02718753e-02]
[ 1.17209244e-01 -2.18988882e-01 3.47296879e-02 -6.39471396e-02
1.12016962e-01 -4.71902552e-02 5.48402523e-02 1.22001397e-01
7.66517162e-02 -1.90092155e-02]
[ -1.76138253e-01 -9.75671175e-02 -3.07779677e-01 -3.00452844e-02
1.70516933e-02 7.27211418e-02 -1.90764249e-01 -2.85396028e-02
2.53076123e-01 -1.34148420e-01]
[ 7.30487469e-02 -2.63253285e-01 9.51860106e-02 4.45449386e-02
9.43720804e-02 -1.15468905e-01 5.65325034e-02 -9.91501341e-02
2.16873705e-02 1.40397603e-01]
[ -8.26982844e-02 6.00601162e-02 -2.54314111e-03 -1.59578174e-01
5.57418916e-02 2.43578455e-02 1.07274518e-01 -1.02699018e-01
-2.40837626e-02 -1.31297403e-01]
[ -1.07804779e-01 -5.17042474e-02 -6.82337309e-02 -5.18623878e-03
3.53339559e-01 1.00230282e-01 1.77247350e-02 -1.56315026e-02
-1.66399137e-01 -2.04739594e-01]
[ -1.56450021e-01 5.22730026e-03 6.21736137e-02 2.24536097e-02
-1.73961743e-01 -2.19982265e-01 -1.79225683e-01 -1.96963308e-01
8.76352615e-02 1.74907295e-01]
[ -2.24084572e-01 -1.81337749e-01 1.17265682e-01 2.67265123e-01
-1.11140512e-01 -8.19055721e-02 -8.71252836e-02 -2.55392421e-01
-2.14139244e-01 -4.21502549e-03]
[ 1.20648211e-01 -5.98348202e-02 -1.56436958e-02 1.27910118e-01
-3.27384302e-02 -8.86597406e-02 1.20089687e-01 4.46431623e-03
3.82445277e-02 2.80722022e-02]
[ 3.49782384e-02 -5.10898671e-02 -2.12415376e-01 1.45548622e-01
-3.69005225e-02 8.81729447e-02 -7.68347015e-02 -2.00338507e-02
-9.62838888e-02 -6.96658211e-03]
[ -1.26646927e-01 -6.79531892e-02 -2.05812976e-01 1.47894112e-01
5.96192587e-03 1.36957066e-01 1.77489949e-02 -2.50512827e-01
6.22780783e-02 -2.07853912e-01]
[ -7.27784085e-02 -4.09382502e-02 2.74784250e-01 9.37480395e-02
1.37816150e-01 -5.99673544e-02 -1.19895938e-01 1.20538250e-01
6.70507146e-02 2.70319780e-02]
[ 5.31208566e-02 -2.14891361e-02 8.72907113e-02 8.85813357e-02
7.77583159e-02 -1.75684259e-02 2.45616455e-01 1.20680177e-01
-3.37072106e-02 -6.50663784e-02]
[ 4.33637498e-03 -1.58419902e-01 -2.91836949e-01 -5.30078894e-02
2.22905579e-01 -8.97782364e-02 1.80702106e-01 1.64045373e-01
1.03833764e-01 -3.38976689e-02]
[ 5.14429520e-02 5.30239353e-04 -1.17918592e-01 4.19083667e-02
-8.39401059e-02 3.23974379e-01 2.54246387e-01 2.05350087e-01
-1.64367469e-01 -6.04239686e-02]
[ 8.77541071e-03 -9.15416242e-03 1.24053105e-01 1.11716208e-01
-2.82629305e-02 1.03942282e-01 -1.63539374e-01 -4.07946189e-02
2.14501993e-01 8.49701328e-02]
[ 9.76509509e-02 5.22234255e-02 -5.30561311e-02 -1.18255368e-01
-5.59097874e-02 -3.24397362e-01 1.35625641e-01 7.89935779e-03
1.29571336e-01 7.29336722e-02]
[ -9.84744662e-02 1.23185734e-02 -1.54189720e-02 2.26114162e-02
8.87043125e-03 -2.03181773e-01 -9.23741541e-02 -1.98004564e-02
1.45653125e-02 1.28763420e-01]
[ -1.39769599e-01 -5.13302649e-02 -1.95226649e-01 2.12293236e-03
-2.71519966e-01 -6.34639587e-03 -2.47881918e-02 -2.30898396e-02
7.79476431e-03 6.94127847e-02]
[ -2.38958944e-02 -4.73218125e-02 -7.17802973e-02 -1.19689268e-01
5.07852431e-01 2.73603066e-01 5.20113558e-01 1.13614789e-01
-1.75721902e-01 -3.64465941e-01]
[ -9.07207411e-03 -3.33038207e-01 -2.62390783e-02 -6.40863852e-02
6.33812825e-01 9.82855975e-02 4.75414184e-01 9.20227961e-02
3.56777775e-02 -3.69667192e-01]
[ 1.49062613e-02 -3.97915601e-01 -4.13201468e-02 -1.03661306e-01
6.65886790e-01 2.26619415e-02 4.53162541e-01 4.90600959e-02
-3.59452473e-01 -2.12048649e-01]
[ -1.54233033e-01 -5.28913218e-01 -2.55949125e-03 -1.84563381e-01
7.09523814e-01 -9.60026957e-02 5.59372804e-01 -8.12479188e-02
-5.33827307e-02 9.84083524e-02]
[ -2.78719368e-01 -3.41772215e-01 6.00408393e-02 -3.59033189e-02
8.87642331e-01 1.38868307e-01 3.65642728e-01 4.85653370e-02
-8.00696262e-02 -1.24132746e-01]
[ -1.81609713e-01 -2.25248127e-01 2.59992934e-01 -2.17032965e-01
5.82760535e-01 -5.24474692e-02 6.11374663e-01 1.49353972e-02
-2.35820330e-01 -3.05410322e-03]
[ -1.12092046e-01 -1.68875553e-01 -1.72886716e-01 -7.93725676e-02
4.22860523e-01 -2.36749009e-01 1.24741026e-01 1.70654388e-01
7.08106003e-03 -9.64555178e-02]
[ 1.25641459e-01 2.66296274e-01 1.70735569e-01 -7.05822708e-02
-1.39274675e-01 4.32256714e-02 -1.78497291e-01 2.84740591e-01
8.98092874e-02 1.93426542e-01]
[ 3.42763716e-01 2.90743584e-01 -8.68130965e-02 3.07450399e-01
-8.79701445e-01 -2.84700938e-01 -4.51775832e-01 1.77349297e-01
3.73155799e-01 -4.82315079e-02]
[ 5.27208212e-02 1.57748438e-01 2.55358712e-01 2.59311334e-01
-8.26687630e-02 -1.98121946e-01 -1.93934410e-01 -1.32384078e-01
-1.33338165e-01 -2.78699429e-01]
[ 2.50162877e-02 -5.00296851e-02 -1.17691213e-01 -5.25238121e-02
2.45992248e-01 4.13063665e-02 -1.07393090e-02 -1.84183291e-01
3.58444714e-02 2.10661606e-01]
[ 1.53304010e-03 -5.28288837e-02 -6.58900774e-02 -4.89126958e-02
-1.95294480e-02 -1.76095454e-01 8.67578401e-02 1.02853902e-02
3.89037489e-02 9.80550313e-03]
[ 2.23751437e-02 4.95637936e-02 2.41863721e-01 6.51966009e-02
-1.98707492e-01 -1.31086326e-01 1.33059262e-01 3.94051183e-02
-1.92802310e-01 1.01221563e-01]
[ 6.23140146e-02 4.09465349e-03 1.03812775e-01 -4.81767914e-03
-1.99126304e-01 7.37998367e-02 9.39536015e-02 -2.71225683e-01
-2.65989759e-02 -1.00341513e-01]
[ -2.13553269e-02 6.03349518e-02 7.99595242e-02 -4.35705910e-02
9.75525066e-03 1.86127484e-01 1.28753142e-01 1.17945305e-01
-3.16552091e-02 1.60841833e-01]
[ 2.09720757e-01 3.45814472e-02 2.35199143e-02 6.56212128e-02
1.02840678e-01 -1.69594922e-02 -1.27228957e-01 1.47587249e-01
-6.65281898e-02 -3.43518881e-02]
[ 2.94277776e-02 -5.24515723e-02 1.11889096e-02 2.32327162e-02
-3.51512702e-01 -1.17055412e-01 -1.70669291e-01 4.03544974e-02
1.06884989e-01 1.78611024e-01]
[ 2.88875608e-02 5.20867829e-01 1.14046884e-01 3.90994783e-01
-1.02256346e+00 -3.00468945e-01 -6.14210869e-01 -7.39222930e-02
2.69432228e-01 3.15676032e-01]
[ 1.73934390e-01 5.12759767e-01 6.06613470e-02 4.09571012e-01
-8.17834355e-01 -8.12958014e-02 -4.46282904e-01 1.50369877e-01
1.96423389e-01 4.82528088e-01]
[ 2.57473622e-01 2.93008058e-01 2.44805887e-01 1.40103719e-01
-3.89544585e-01 8.23708244e-02 -2.03431783e-01 1.62549801e-01
2.34667926e-01 7.35817604e-02]
[ -7.62329375e-02 2.08468694e-01 2.40415605e-01 1.16467433e-02
-2.13981567e-02 1.32487855e-01 -8.81262086e-02 -1.52673976e-02
-3.70089301e-02 4.67743627e-02]
[ -9.80472358e-02 -9.31680572e-03 2.48157790e-02 9.21140185e-02
-4.79819501e-02 1.16597277e-01 2.59855098e-01 2.03144611e-02
-2.75844433e-01 -9.44749309e-02]
[ -2.17923296e-01 -1.54454655e-02 -9.23104942e-02 -3.42237176e-01
1.74624726e-01 1.19369840e-01 9.66663892e-02 1.03719301e-01
-2.06099741e-01 3.41892140e-02]
[ 1.74470485e-02 -3.51164620e-01 -1.23771612e-01 -1.52204882e-01
3.43153499e-01 2.33021225e-02 1.52388220e-01 1.53180723e-01
-1.57696868e-01 -2.10359921e-01]
[ 1.42877536e-01 -1.64282558e-01 -1.40919975e-01 -4.79892806e-03
1.35317899e-01 -5.90894542e-02 -6.22086248e-04 -1.48922202e-01
1.30099232e-01 -1.12106634e-01]
[ -1.15968958e-01 1.43977376e-01 2.60118572e-01 -1.67981850e-02
1.52880728e-01 8.60834026e-02 -1.41786704e-02 -2.98320962e-01
-1.17744620e-01 -5.71861388e-02]
[ -3.52721696e-01 7.91611493e-02 1.03265792e-02 -3.41780757e-02
1.55150142e-01 -1.68804560e-01 -2.69492719e-02 2.34636756e-01
-9.55506541e-02 7.35037679e-02]
[ 1.49203130e-01 9.62255043e-02 -2.37572486e-01 -9.10051771e-02
1.14732519e-01 -2.92993162e-01 1.66610638e-02 -1.67948960e-01
-2.85687914e-03 -1.88804389e-01]
[ 2.04579920e-01 -1.62606406e-01 5.85561782e-02 -3.45969640e-02
1.01198518e-01 -2.83044851e-02 1.23836282e-02 -1.37504449e-01
1.03162602e-01 -1.90541133e-01]
[ -1.07830653e-01 -4.53466397e-02 1.19515789e-01 1.04099588e-01
4.80573249e-02 -1.10503943e-01 2.48008676e-01 -7.75342260e-02
1.81658614e-01 -8.08889434e-03]
[ 1.56976667e-02 -1.39965371e-01 2.11735454e-01 -2.23426490e-01
4.09179442e-02 1.08034969e-01 1.89148680e-02 -1.13649682e-01
3.48661158e-02 2.44718334e-01]]
[[ 0.56229127]
[ 1.43189655]
[ 0.27704369]
[ 0.8162864 ]
[-2.54988878]
[-0.28075576]
[-1.52506223]
[ 0.03453035]
[ 0.6310203 ]
[ 0.85210272]]
Progress: 21.1% ... Training loss: 0.302 ... Validation loss: 0.485[[ 0.15467093 0.19805106 -0.11378712 0.09609831 -0.48386116 -0.06631707
-0.04321189 0.12326881 -0.08035331 0.17954475]
[ 0.01129215 0.15821466 -0.02162693 0.03573759 0.1114627 -0.00402256
0.3108047 0.04101486 0.13525503 -0.03431421]
[ 0.18222658 0.43795035 0.02045751 0.05236634 0.16946808 -0.04343289
-0.5217275 -0.03596565 0.07863373 0.30558838]
[-0.02309746 -0.30209683 -0.23906189 0.03000307 0.0047256 0.16393061
0.13370152 0.0557061 0.01827383 0.11570069]
[-0.00196931 0.16150401 -0.14458382 0.04505743 0.07011395 -0.18023999
0.03013386 -0.11958012 -0.18323718 0.01585352]
[-0.3528479 -0.37489309 -0.28700959 0.15856016 0.14579947 0.04362561
0.07083512 -0.03536208 -0.00283436 0.02704962]
[-0.00128228 -0.16580581 0.01088462 0.09572582 -0.0304958 -0.07201295
0.16541231 -0.18962503 0.18921715 0.03577308]
[ 0.11800112 -0.21709429 0.03514276 -0.06273862 0.10837123 -0.04762475
0.05283445 0.12205805 0.07771181 -0.01777429]
[-0.17633623 -0.09825191 -0.30784787 -0.03026236 0.01773271 0.07281131
-0.1901999 -0.02854867 0.25287759 -0.13426395]
[ 0.07247667 -0.2654495 0.09493767 0.04387307 0.09599651 -0.11529433
0.05848357 -0.09917139 0.02138411 0.13981194]
[-0.08388707 0.05675027 -0.00310919 -0.16121039 0.05972342 0.02497771
0.11070025 -0.10276808 -0.02530245 -0.13311316]
[-0.10776154 -0.05195774 -0.06820826 -0.00506488 0.3534208 0.10020509
0.01784511 -0.01562702 -0.16632411 -0.20468526]
[-0.15645002 0.0052273 0.06217361 0.02245361 -0.17396174 -0.21998227
-0.17922568 -0.19696331 0.08763526 0.17490729]
[-0.22419511 -0.18149868 0.1172379 0.2671665 -0.11118528 -0.08185552
-0.08690722 -0.25539774 -0.21423506 -0.00436183]
[ 0.1207064 -0.05998107 -0.01560767 0.12802504 -0.03302494 -0.08870196
0.12008285 0.00446915 0.03833225 0.02817523]
[ 0.0354858 -0.05054441 -0.21216789 0.14636297 -0.03912958 0.08788756
-0.07750603 -0.0199969 -0.09562518 -0.00618481]
[-0.12786024 -0.0710222 -0.20642311 0.14615833 0.01056014 0.13758871
0.0208728 -0.25058634 0.06103318 -0.2097476 ]
[-0.07404138 -0.04428131 0.27415717 0.09194218 0.14306779 -0.05933312
-0.11651292 0.12045951 0.06570331 0.02521999]
[ 0.05340911 -0.02089109 0.08745031 0.08908911 0.07622801 -0.01774952
0.2449113 0.12070383 -0.03333296 -0.06457921]
[ 0.00265351 -0.16288916 -0.29276435 -0.05576162 0.23105228 -0.08890937
0.18523528 0.16393221 0.10182383 -0.03652379]
[ 0.05175663 0.00141148 -0.11774193 0.04242433 -0.0855179 0.32379839
0.25333665 0.20537254 -0.16396735 -0.05991883]
[ 0.01022992 -0.00539118 0.12483854 0.11400674 -0.0350215 0.10318268
-0.16722779 -0.04069626 0.21628518 0.08714976]
[ 0.09754454 0.05197072 -0.0530911 -0.11838836 -0.05540255 -0.32433178
0.13593978 0.00789356 0.12941919 0.07289166]
[-0.09864379 0.01186954 -0.01550385 0.02237481 0.00954737 -0.20310031
-0.09196261 -0.01981083 0.0143939 0.12854142]
[-0.13956397 -0.05098732 -0.19510854 0.00246025 -0.27258649 -0.00646471
-0.02529328 -0.023075 0.00806547 0.06975158]
[-0.02405891 -0.04782319 -0.07186608 -0.1199128 0.50857557 0.27369082
0.520569 0.11360675 -0.17589812 -0.36468962]
[-0.00945079 -0.33402561 -0.02642305 -0.06461859 0.63544247 0.09845715
0.47631287 0.092001 0.03527006 -0.37024843]
[ 0.01484161 -0.39813298 -0.04135586 -0.10376519 0.66615607 0.0226973
0.45337092 0.04905569 -0.35953176 -0.21216105]
[-0.15422103 -0.52901521 -0.00253293 -0.18447647 0.70933086 -0.0960329
0.55937179 -0.08124393 -0.05331716 0.09854624]
[-0.27807198 -0.34055801 0.06036991 -0.03485948 0.88517789 0.13851049
0.36424116 0.04860844 -0.07930048 -0.12308416]
[-0.18179105 -0.22567127 0.25990312 -0.21729886 0.58354853 -0.05235592
0.61184106 0.01492411 -0.23602615 -0.00328803]
[-0.11241883 -0.16973061 -0.17303062 -0.07978838 0.42418296 -0.23660761
0.12559805 0.1706369 0.00675119 -0.09690416]
[ 0.12527482 0.26523438 0.17054493 -0.0711435 -0.13751124 0.04341721
-0.1773923 0.28471896 0.08941687 0.1929332 ]
[ 0.34122486 0.28681706 -0.08759655 0.30517533 -0.87447145 -0.28387492
-0.44744002 0.17724679 0.37147701 -0.05058836]
[ 0.05258499 0.15728508 0.25529638 0.25915109 -0.08209273 -0.19805989
-0.19355122 -0.13239109 -0.13347687 -0.27892153]
[ 0.02488782 -0.05024751 -0.11775167 -0.05269048 0.2463466 0.04133758
-0.01042858 -0.18418765 0.03568859 0.21051567]
[ 0.00124151 -0.05354764 -0.06605049 -0.0493843 -0.01809648 -0.17595696
0.08751017 0.0102663 0.03854563 0.00937036]
[ 0.0220083 0.04850698 0.24167758 0.06461685 -0.19688665 -0.13091021
0.13415989 0.03938104 -0.19323362 0.10065435]
[ 0.06250578 0.00464531 0.10388733 -0.00457637 -0.19988411 0.07371014
0.09342337 -0.27121667 -0.02637125 -0.10020461]
[-0.02106931 0.0609982 0.08008943 -0.04315367 0.00853517 0.18599033
0.12802167 0.1179631 -0.03133278 0.16127158]
[ 0.2099342 0.0351956 0.02363338 0.06592521 0.10178622 -0.01706382
-0.12782896 0.14760043 -0.06627778 -0.03402204]
[ 0.029819 -0.05144553 0.01138686 0.02380371 -0.35324043 -0.11723922
-0.17178942 0.04037762 0.10731082 0.17918253]
[ 0.02891366 0.52062315 0.11405898 0.39099133 -1.022507 -0.30046854
-0.61398674 -0.0739211 0.26947728 0.31565932]
[ 0.17410661 0.51302569 0.0607932 0.4099113 -0.81895346 -0.08137998
-0.44661455 0.1503882 0.19678868 0.48282214]
[ 0.25778595 0.29382355 0.2449856 0.14066746 -0.3912014 0.08219413
-0.20433324 0.16257359 0.23506677 0.0741383 ]
[-0.07571765 0.20984246 0.24068967 0.01247016 -0.02390384 0.13221022
-0.08960523 -0.0152326 -0.03637353 0.04758605]
[-0.09781499 -0.00872149 0.02493456 0.09246203 -0.04906013 0.11647948
0.25921585 0.02032921 -0.27557714 -0.09411362]
[-0.2178778 -0.01535999 -0.0922878 -0.34217053 0.17440687 0.119346
0.09654661 0.10372226 -0.20604602 0.03425866]
[ 0.01662659 -0.35333227 -0.12418862 -0.15343434 0.34686923 0.02370104
0.15464324 0.15313056 -0.15861637 -0.21161735]
[ 0.14196092 -0.16655602 -0.14136909 -0.00602969 0.13825409 -0.05861663
0.00193618 -0.1489777 0.1292452 -0.11355526]
[-0.11703572 0.14109461 0.25959008 -0.01824963 0.15747217 0.08655249
-0.01117259 -0.29837591 -0.11887507 -0.05878296]
[-0.35258944 0.07926738 0.01043417 -0.03393665 0.15461942 -0.16893155
-0.02703864 0.23464931 -0.09533477 0.07372234]
[ 0.15019869 0.09841174 -0.23704971 -0.08951845 0.11063137 -0.29348222
0.01409475 -0.16788359 -0.0017092 -0.18730145]
[ 0.20500386 -0.16185824 0.05877232 -0.03391704 0.09929964 -0.02854596
0.01145769 -0.13747294 0.10368544 -0.18986961]
[-0.10788156 -0.04543468 0.11949458 0.10403094 0.04822376 -0.11048103
0.24805686 -0.07753704 0.18161518 -0.00815758]
[ 0.01446257 -0.14352129 0.21109884 -0.22526645 0.04544181 0.10869691
0.02238112 -0.11373169 0.03356071 0.24309234]]
[[ 0.55530309]
[ 1.42600534]
[ 0.2713826 ]
[ 0.81049622]
[-2.55407036]
[-0.28434461]
[-1.5303378 ]
[ 0.02964916]
[ 0.62349334]
[ 0.84635186]]
Progress: 21.1% ... Training loss: 0.306 ... Validation loss: 0.496[[ 1.57894204e-01 2.06279656e-01 -1.12141467e-01 1.01099427e-01
-4.99548381e-01 -6.80350904e-02 -5.18764688e-02 1.23446217e-01
-7.65656414e-02 1.84322708e-01]
[ 1.12263982e-02 1.57917869e-01 -2.16650914e-02 3.56181806e-02
1.11929765e-01 -3.98097537e-03 3.11075391e-01 4.10106571e-02
1.35160266e-01 -3.44412960e-02]
[ 1.80342748e-01 4.35480023e-01 1.94643600e-02 4.93004471e-02
1.77770376e-01 -4.23511364e-02 -5.18442539e-01 -3.60741115e-02
7.62883573e-02 3.02216252e-01]
[ -2.28732365e-02 -3.02609224e-01 -2.38887970e-01 3.05643538e-02
5.48381223e-03 1.63660576e-01 1.33939925e-01 5.57219888e-02
1.88924460e-02 1.16587510e-01]
[ -1.72616866e-03 1.61031203e-01 -1.44502636e-01 4.51901365e-02
7.07888116e-02 -1.80261008e-01 3.06672893e-02 -1.19569884e-01
-1.82983998e-01 1.60815768e-02]
[ -3.52689043e-01 -3.75129599e-01 -2.86867531e-01 1.58907415e-01
1.44570390e-01 4.35222693e-02 7.09662036e-02 -3.53497453e-02
-2.53731906e-03 2.73266814e-02]
[ -4.60432739e-04 -1.64217324e-01 1.12376938e-02 9.69734724e-02
-3.36618410e-02 -7.24472915e-02 1.63564392e-01 -1.89581271e-01
1.90152147e-01 3.71079906e-02]
[ 1.19296891e-01 -2.13497625e-01 3.57978490e-02 -6.07279966e-02
1.02023329e-01 -4.83011384e-02 4.91052862e-02 1.22125906e-01
7.92192479e-02 -1.60479095e-02]
[ -1.74576804e-01 -9.45588048e-02 -3.06963734e-01 -2.76228858e-02
9.95629591e-03 7.19176085e-02 -1.94539292e-01 -2.84552320e-02
2.54905872e-01 -1.31564534e-01]
[ 7.59495083e-02 -2.57313531e-01 9.66767649e-02 4.92333598e-02
7.92323886e-02 -1.17077550e-01 4.93802733e-02 -9.89857908e-02
2.53400312e-02 1.44789642e-01]
[ -8.39377039e-02 5.63700538e-02 -3.11925869e-03 -1.61278688e-01
6.01627736e-02 2.49964526e-02 1.11084745e-01 -1.02769613e-01
-2.52317765e-02 -1.33079479e-01]
[ -1.07147849e-01 -5.10717568e-02 -6.79029330e-02 -4.11185614e-03
3.51226128e-01 9.98618042e-02 1.67785326e-02 -1.55937060e-02
-1.65582948e-01 -2.03658875e-01]
[ -1.56450021e-01 5.22730026e-03 6.21736137e-02 2.24536097e-02
-1.73961743e-01 -2.19982265e-01 -1.79225683e-01 -1.96963308e-01
8.76352615e-02 1.74907295e-01]
[ -2.24341711e-01 -1.82247432e-01 1.17188183e-01 2.67079668e-01
-1.10793389e-01 -8.18286711e-02 -8.64413530e-02 -2.55400834e-01
-2.14273372e-01 -4.46599369e-03]
[ 1.21626985e-01 -5.79183192e-02 -1.51460781e-02 1.29375164e-01
-3.71173338e-02 -8.91664163e-02 1.18007266e-01 4.51903403e-03
3.93755553e-02 2.95571458e-02]
[ 3.57324922e-02 -5.00204330e-02 -2.12021144e-01 1.46747909e-01
-4.05351643e-02 8.77679008e-02 -7.79948916e-02 -1.99837892e-02
-9.53363978e-02 -5.82159170e-03]
[ -1.26987774e-01 -6.92117315e-02 -2.06019456e-01 1.47477274e-01
6.89067093e-03 1.37134677e-01 1.88315810e-02 -2.50540349e-01
6.20135984e-02 -2.08391775e-01]
[ -7.44138429e-02 -4.52691526e-02 2.73964310e-01 9.13959476e-02
1.45012775e-01 -5.91528897e-02 -1.15432812e-01 1.20439470e-01
6.52655068e-02 2.46540780e-02]
[ 5.35201627e-02 -2.04285868e-02 8.75263202e-02 8.93196550e-02
7.53411254e-02 -1.78237394e-02 2.44391018e-01 1.20712527e-01
-3.31287671e-02 -6.44333209e-02]
[ 3.07765983e-03 -1.61799549e-01 -2.92545004e-01 -5.50915978e-02
2.28930064e-01 -8.91187380e-02 1.84083117e-01 1.63956590e-01
1.02316152e-01 -3.59116817e-02]
[ 5.15634431e-02 9.22992634e-04 -1.17841301e-01 4.21005276e-02
-8.45730812e-02 3.23917922e-01 2.53830714e-01 2.05357962e-01
-1.64233520e-01 -6.03001985e-02]
[ 1.09958293e-02 -3.30148631e-03 1.25206785e-01 1.15172449e-01
-3.86155608e-02 1.02767523e-01 -1.69393614e-01 -4.06566929e-02
2.17192481e-01 8.82655860e-02]
[ 9.84139209e-02 5.38350020e-02 -5.26809454e-02 -1.17112007e-01
-5.90700364e-02 -3.24758711e-01 1.33892212e-01 7.93978106e-03
1.30399811e-01 7.42402659e-02]
[ -9.84492311e-02 1.23344297e-02 -1.54110084e-02 2.26641042e-02
8.70809917e-03 -2.03190319e-01 -9.24033935e-02 -1.98003656e-02
1.46203807e-02 1.28843759e-01]
[ -1.39220641e-01 -5.04886541e-02 -1.94910820e-01 2.97621190e-03
-2.74110263e-01 -6.64524228e-03 -2.61864211e-02 -2.30582406e-02
8.45208596e-03 7.02150635e-02]
[ -2.42295490e-02 -4.83347669e-02 -7.19542903e-02 -1.20190768e-01
5.09482236e-01 2.73786433e-01 5.21063969e-01 1.13597485e-01
-1.76079992e-01 -3.64957839e-01]
[ -9.54479019e-03 -3.34288165e-01 -2.64687625e-02 -6.47545224e-02
6.35834087e-01 9.85043740e-02 4.76594821e-01 9.19959355e-02
3.51624971e-02 -3.70400304e-01]
[ 1.46952968e-02 -3.98494025e-01 -4.14246983e-02 -1.03983292e-01
6.66872476e-01 2.27684329e-02 4.53733784e-01 4.90481350e-02
-3.59678588e-01 -2.12384476e-01]
[ -1.53301593e-01 -5.27495406e-01 -2.12690050e-03 -1.83090239e-01
7.05880625e-01 -9.65032645e-02 5.57677846e-01 -8.11959424e-02
-5.22466353e-02 9.99992781e-02]
[ -2.77869430e-01 -3.40274338e-01 6.05110259e-02 -3.44253594e-02
8.83894847e-01 1.38362317e-01 3.63755874e-01 4.86237457e-02
-7.89760832e-02 -1.22675932e-01]
[ -1.81560812e-01 -2.25278649e-01 2.60025711e-01 -2.16935195e-01
5.82493934e-01 -5.24792398e-02 6.11446324e-01 1.49371345e-02
-2.35757373e-01 -2.92424109e-03]
[ -1.12474291e-01 -1.69901157e-01 -1.73058431e-01 -7.98785201e-02
4.24505921e-01 -2.36574288e-01 1.25760247e-01 1.70633809e-01
6.67129593e-03 -9.69973510e-02]
[ 1.26414774e-01 2.68230043e-01 1.71119421e-01 -6.93900257e-02
-1.42797134e-01 4.28174936e-02 -1.80697383e-01 2.84776628e-01
9.07219062e-02 1.94596131e-01]
[ 3.41211502e-01 2.86840187e-01 -8.75592438e-02 3.05207716e-01
-8.74492680e-01 -2.83891175e-01 -4.47513744e-01 1.77248157e-01
3.71531706e-01 -5.05371278e-02]
[ 5.27566207e-02 1.57607104e-01 2.55386274e-01 2.59368549e-01
-8.28415057e-02 -1.98150976e-01 -1.93917594e-01 -1.32381502e-01
-1.33285739e-01 -2.78676280e-01]
[ 2.51941947e-02 -4.93828841e-02 -1.17590278e-01 -5.21949931e-02
2.44809365e-01 4.11646545e-02 -1.13352511e-02 -1.84169561e-01
3.60702691e-02 2.10904082e-01]
[ 1.05322648e-03 -5.40302841e-02 -6.61506710e-02 -4.96907477e-02
-1.71336316e-02 -1.75851180e-01 8.80730843e-02 1.02550173e-02
3.83156502e-02 9.05180637e-03]
[ 2.32526001e-02 5.16168280e-02 2.42280798e-01 6.65134184e-02
-2.02598518e-01 -1.31560780e-01 1.30927936e-01 3.94505094e-02
-1.91770512e-01 1.02596315e-01]
[ 6.29736164e-02 5.61636386e-03 1.04102867e-01 -3.90602516e-03
-2.01933115e-01 7.34714684e-02 9.21389808e-02 -2.71193966e-01
-2.58781065e-02 -9.95403945e-02]
[ -1.94481705e-02 6.50935070e-02 8.08910895e-02 -4.07532881e-02
1.11586378e-03 1.85171703e-01 1.23674911e-01 1.18050048e-01
-2.95546532e-02 1.63748180e-01]
[ 2.09901564e-01 3.48388963e-02 2.35844355e-02 6.57820611e-02
1.02243119e-01 -1.70166486e-02 -1.27611056e-01 1.47595651e-01
-6.63899428e-02 -3.42094684e-02]
[ 3.03088128e-02 -5.01487719e-02 1.16465455e-02 2.45754960e-02
-3.55676764e-01 -1.17481964e-01 -1.73080551e-01 4.04058579e-02
1.07889293e-01 1.79861331e-01]
[ 2.86140205e-02 5.19979176e-01 1.13915081e-01 3.90566348e-01
-1.02125954e+00 -3.00327746e-01 -6.13287503e-01 -7.39367877e-02
2.69150141e-01 3.15251880e-01]
[ 1.73107728e-01 5.10527196e-01 6.02936185e-02 4.08491609e-01
-8.15022485e-01 -8.08491030e-02 -4.43829472e-01 1.50333294e-01
1.95648681e-01 4.81347931e-01]
[ 2.57283090e-01 2.92545055e-01 2.44775169e-01 1.39912225e-01
-3.88855047e-01 8.24525972e-02 -2.02960581e-01 1.62546340e-01
2.34532941e-01 7.33738802e-02]
[ -7.55546795e-02 2.10153762e-01 2.40754365e-01 1.26951451e-02
-2.46861381e-02 1.32138253e-01 -9.00685239e-02 -1.52240524e-02
-3.61736113e-02 4.78140241e-02]
[ -9.81892396e-02 -9.60328087e-03 2.47470331e-02 9.18982599e-02
-4.72890963e-02 1.16662770e-01 2.60226443e-01 2.03088831e-02
-2.76008728e-01 -9.46821514e-02]
[ -2.17906429e-01 -1.54273373e-02 -9.23020916e-02 -3.42213416e-01
1.74540666e-01 1.19361007e-01 9.66172701e-02 1.03720766e-01
-2.06079056e-01 3.42138522e-02]
[ 1.66111840e-02 -3.53361145e-01 -1.24196454e-01 -1.53457906e-01
3.46942593e-01 2.37090460e-02 1.54680163e-01 1.53129714e-01
-1.58633735e-01 -2.11639903e-01]
[ 1.43805040e-01 -1.62265530e-01 -1.40462385e-01 -3.21628566e-03
1.29613769e-01 -5.95638816e-02 -2.77695554e-03 -1.48879534e-01
1.31308482e-01 -1.10739715e-01]
[ -1.17205556e-01 1.40172684e-01 2.59537336e-01 -1.83852537e-02
1.58131809e-01 8.66045918e-02 -1.05086146e-02 -2.98381127e-01
-1.18965744e-01 -5.89652486e-02]
[ -3.51366873e-01 8.21870770e-02 1.10127950e-02 -3.21801645e-02
1.49485174e-01 -1.69557425e-01 -3.04148732e-02 2.34711275e-01
-9.39460961e-02 7.54503836e-02]
[ 1.50092761e-01 9.78319976e-02 -2.37104653e-01 -8.97199270e-02
1.11649267e-01 -2.93415518e-01 1.47130733e-02 -1.67892270e-01
-1.82752473e-03 -1.87529297e-01]
[ 2.04796238e-01 -1.62377881e-01 5.86857789e-02 -3.41923345e-02
1.00202139e-01 -2.84389870e-02 1.19276995e-02 -1.37484253e-01
1.03456052e-01 -1.90192268e-01]
[ -1.07286124e-01 -4.40120613e-02 1.19788272e-01 1.04897462e-01
4.55030240e-02 -1.10774951e-01 2.46514696e-01 -7.75043916e-02
1.82295707e-01 -7.30032873e-03]
[ 1.53197328e-02 -1.41491049e-01 2.11548401e-01 -2.23845439e-01
4.08376528e-02 1.08230423e-01 2.04749759e-02 -1.13681879e-01
3.46343684e-02 2.44462068e-01]]
[[ 0.56986223]
[ 1.43594344]
[ 0.28552759]
[ 0.82502132]
[-2.53779918]
[-0.27034632]
[-1.51072984]
[ 0.04466681]
[ 0.63957568]
[ 0.86277691]]
Progress: 21.2% ... Training loss: 0.302 ... Validation loss: 0.478[[ 1.56045460e-01 2.01427115e-01 -1.13157245e-01 9.80624331e-02
-4.91415197e-01 -6.70569814e-02 -4.71970648e-02 1.23280214e-01
-7.86656378e-02 1.81248796e-01]
[ 1.13677302e-02 1.58132009e-01 -2.15921882e-02 3.58161810e-02
1.11262243e-01 -4.04791860e-03 3.10704675e-01 4.10206975e-02
1.35328191e-01 -3.42210363e-02]
[ 1.77835051e-01 4.30575240e-01 1.82373107e-02 4.52288811e-02
1.90235988e-01 -4.10619795e-02 -5.12531215e-01 -3.62937625e-02
7.33040751e-02 2.98314469e-01]
[ -2.02986857e-02 -2.96831561e-01 -2.37528056e-01 3.45450150e-02
-5.70069936e-03 1.62464194e-01 1.28569684e-01 5.59319243e-02
2.21243836e-02 1.20620354e-01]
[ -3.73383208e-03 1.56486283e-01 -1.45320118e-01 4.26395985e-02
7.91505751e-02 -1.79543623e-01 3.59132119e-02 -1.19725432e-01
-1.84757437e-01 1.36465846e-02]
[ -3.52358473e-01 -3.74819795e-01 -2.86713772e-01 1.59431125e-01
1.42900125e-01 4.33261361e-02 7.04259569e-02 -3.53224057e-02
-2.17045278e-03 2.77625014e-02]
[ -6.89515780e-04 -1.65427087e-01 1.10951935e-02 9.65029146e-02
-3.29058825e-02 -7.22870335e-02 1.64162862e-01 -1.89618005e-01
1.89874049e-01 3.67377441e-02]
[ 1.17275372e-01 -2.18129349e-01 3.47963196e-02 -6.37898274e-02
1.10789046e-01 -4.73462101e-02 5.43826169e-02 1.21963639e-01
7.69807746e-02 -1.92714104e-02]
[ -1.75993427e-01 -9.83100550e-02 -3.07684054e-01 -2.97232613e-02
1.52470993e-02 7.25664863e-02 -1.90718466e-01 -2.85643576e-02
2.53384155e-01 -1.33746489e-01]
[ 7.38901694e-02 -2.63142977e-01 9.56092444e-02 4.60931538e-02
8.72168841e-02 -1.16150540e-01 5.47893511e-02 -9.91568412e-02
2.29664247e-02 1.41495333e-01]
[ -8.44552606e-02 5.47675443e-02 -3.42662005e-03 -1.62181269e-01
6.18918291e-02 2.52982344e-02 1.12680556e-01 -1.02821680e-01
-2.57923433e-02 -1.34029038e-01]
[ -1.07907609e-01 -5.29227348e-02 -6.82386414e-02 -5.17812381e-03
3.54654790e-01 1.00200943e-01 1.89300236e-02 -1.56513762e-02
-1.66320198e-01 -2.04754890e-01]
[ -1.56450021e-01 5.22730026e-03 6.21736137e-02 2.24536097e-02
-1.73961743e-01 -2.19982265e-01 -1.79225683e-01 -1.96963308e-01
8.76352615e-02 1.74907295e-01]
[ -2.24392652e-01 -1.82340492e-01 1.17170105e-01 2.67033331e-01
-1.10659469e-01 -8.18130165e-02 -8.62664533e-02 -2.55404800e-01
-2.14327265e-01 -4.55972156e-03]
[ 1.21730742e-01 -5.80610096e-02 -1.51115559e-02 1.29548496e-01
-3.78070500e-02 -8.92476857e-02 1.17984227e-01 4.52939249e-03
3.94889936e-02 2.96763049e-02]
[ 3.56321196e-02 -5.06328600e-02 -2.12093936e-01 1.46569887e-01
-4.04739251e-02 8.78169046e-02 -7.75879556e-02 -1.99947589e-02
-9.54489269e-02 -6.00790989e-03]
[ -1.26211580e-01 -6.76036141e-02 -2.05648976e-01 1.48584409e-01
3.65738506e-03 1.36800803e-01 1.67441379e-02 -2.50490310e-01
6.28815039e-02 -2.07250452e-01]
[ -7.48824989e-02 -4.65741053e-02 2.73742624e-01 9.06784107e-02
1.47050494e-01 -5.89280587e-02 -1.14168185e-01 1.20401608e-01
6.47493112e-02 2.40185774e-02]
[ 5.33435433e-02 -2.08062161e-02 8.74370694e-02 8.90244831e-02
7.61270694e-02 -1.77298513e-02 2.44691493e-01 1.20695289e-01
-3.33447367e-02 -6.47628500e-02]
[ 2.60628852e-03 -1.62966321e-01 -2.92810670e-01 -5.58910235e-02
2.30854293e-01 -8.88965096e-02 1.85370255e-01 1.63916154e-01
1.01749458e-01 -3.67471441e-02]
[ 5.04249255e-02 -1.60155380e-03 -1.18374350e-01 4.03985844e-02
-7.94022190e-02 3.24464541e-01 2.56769005e-01 2.05264847e-01
-1.65464286e-01 -6.19947149e-02]
[ 9.76298776e-03 -6.32320646e-03 1.24592524e-01 1.13387111e-01
-3.33248470e-02 1.03353531e-01 -1.66154805e-01 -4.07521657e-02
2.15875842e-01 8.63558329e-02]
[ 9.88248887e-02 5.47306138e-02 -5.24972072e-02 -1.16516932e-01
-6.07476647e-02 -3.24954463e-01 1.32909120e-01 7.97184671e-03
1.30863041e-01 7.48267735e-02]
[ -9.86256932e-02 1.18749225e-02 -1.54958117e-02 2.24164906e-02
9.47778379e-03 -2.03123413e-01 -9.19709867e-02 -1.98122216e-02
1.44286610e-02 1.28594555e-01]
[ -1.40032433e-01 -5.25720117e-02 -1.95310564e-01 1.76300522e-03
-2.71541731e-01 -6.27155508e-03 -2.39800513e-02 -2.31205747e-02
7.54049577e-03 6.89622031e-02]
[ -2.40984090e-02 -4.81291894e-02 -7.19206912e-02 -1.20021675e-01
5.09077545e-01 2.73723753e-01 5.20877060e-01 1.13607586e-01
-1.75943905e-01 -3.64818222e-01]
[ -9.62991761e-03 -3.34918661e-01 -2.65043300e-02 -6.48476272e-02
6.36241752e-01 9.85322641e-02 4.77125684e-01 9.19920064e-02
3.50945049e-02 -3.70542302e-01]
[ 1.44992312e-02 -3.99120736e-01 -4.15130795e-02 -1.04261445e-01
6.67801560e-01 2.28576798e-02 4.54297770e-01 4.90350548e-02
-3.59891975e-01 -2.12676392e-01]
[ -1.53909957e-01 -5.28899583e-01 -2.43077098e-03 -1.83984815e-01
7.08537610e-01 -9.62245419e-02 5.59085929e-01 -8.12443643e-02
-5.29005626e-02 9.90852213e-02]
[ -2.77925522e-01 -3.40436029e-01 6.04805516e-02 -3.45129268e-02
8.84092311e-01 1.38389699e-01 3.63935404e-01 4.86194607e-02
-7.90461666e-02 -1.22760672e-01]
[ -1.82096321e-01 -2.26553511e-01 2.59762882e-01 -2.17713325e-01
5.84775344e-01 -5.22316399e-02 6.12675767e-01 1.48965143e-02
-2.36362743e-01 -3.70557286e-03]
[ -1.12576251e-01 -1.70196992e-01 -1.73116206e-01 -8.00227942e-02
4.24728924e-01 -2.36529773e-01 1.26015005e-01 1.70625674e-01
6.56728996e-03 -9.71200198e-02]
[ 1.26391863e-01 2.68118732e-01 1.71115197e-01 -6.94016298e-02
-1.42824094e-01 4.28327653e-02 -1.80713839e-01 2.84772197e-01
9.07546058e-02 1.94521691e-01]
[ 3.40393739e-01 2.84621638e-01 -8.79784575e-02 3.03930341e-01
-8.71457114e-01 -2.83467140e-01 -4.45198410e-01 1.77179897e-01
3.70632279e-01 -5.18618258e-02]
[ 5.33861446e-02 1.59074317e-01 2.55695235e-01 2.60248829e-01
-8.56097067e-02 -1.98438596e-01 -1.95520292e-01 -1.32334770e-01
-1.32585670e-01 -2.77785624e-01]
[ 2.52450538e-02 -4.93191452e-02 -1.17568251e-01 -5.21202720e-02
2.44532469e-01 4.11410960e-02 -1.14279064e-02 -1.84166437e-01
3.61283782e-02 2.10992175e-01]
[ 2.40152458e-04 -5.60526050e-02 -6.66109251e-02 -5.10021636e-02
-1.32458517e-02 -1.75451916e-01 9.02360192e-02 1.01839411e-02
3.73411677e-02 7.75206557e-03]
[ 2.33621775e-02 5.19182896e-02 2.42324792e-01 6.66363522e-02
-2.02904795e-01 -1.31584497e-01 1.30614455e-01 3.94522353e-02
-1.91660340e-01 1.02772723e-01]
[ 6.30158332e-02 5.66753981e-03 1.04131671e-01 -3.88074173e-03
-2.02038205e-01 7.34609286e-02 9.21038094e-02 -2.71197230e-01
-2.58548242e-02 -9.95096048e-02]
[ -1.90686020e-02 6.61289085e-02 8.10710977e-02 -4.02264849e-02
-4.41950681e-04 1.85002418e-01 1.22647487e-01 1.18078991e-01
-2.91612097e-02 1.64248792e-01]
[ 2.10403677e-01 3.59834812e-02 2.38224535e-02 6.64645359e-02
1.00176794e-01 -1.72425190e-02 -1.28926642e-01 1.47632679e-01
-6.58503806e-02 -3.34818205e-02]
[ 3.03881808e-02 -4.99149106e-02 1.16796022e-02 2.46824825e-02
-3.56044600e-01 -1.17527007e-01 -1.73293022e-01 4.04114847e-02
1.07964875e-01 1.79935603e-01]
[ 2.68104809e-02 5.15627964e-01 1.13043322e-01 3.88006611e-01
-1.01459920e+00 -2.99542794e-01 -6.08448361e-01 -7.40722504e-02
2.67188932e-01 3.12574956e-01]
[ 1.72996728e-01 5.10312926e-01 6.02719033e-02 4.08362164e-01
-8.14671540e-01 -8.08049761e-02 -4.43617738e-01 1.50325825e-01
1.95548021e-01 4.81236324e-01]
[ 2.57315810e-01 2.92479255e-01 2.44802851e-01 1.39971626e-01
-3.89037076e-01 8.24323763e-02 -2.03023539e-01 1.62549069e-01
2.34592423e-01 7.34409063e-02]
[ -7.59202073e-02 2.09236024e-01 2.40566030e-01 1.21563573e-02
-2.30448667e-02 1.32304529e-01 -8.91201221e-02 -1.52514981e-02
-3.65927527e-02 4.72467745e-02]
[ -9.80062444e-02 -9.12735086e-03 2.48433145e-02 9.21783154e-02
-4.80825137e-02 1.16572180e-01 2.59713637e-01 2.03240333e-02
-2.75793179e-01 -9.43893057e-02]
[ -2.17980349e-01 -1.56305626e-02 -9.23389177e-02 -3.42314453e-01
1.74776339e-01 1.19394084e-01 9.68150352e-02 1.03715536e-01
-2.06152719e-01 3.41105702e-02]
[ 1.67253008e-02 -3.53124824e-01 -1.24138253e-01 -1.53289788e-01
3.46433151e-01 2.36537422e-02 1.54373183e-01 1.53138876e-01
-1.58505849e-01 -2.11473098e-01]
[ 1.43429076e-01 -1.63962849e-01 -1.40749202e-01 -3.88369904e-03
1.31560861e-01 -5.93634830e-02 -1.33026699e-03 -1.48912434e-01
1.30907067e-01 -1.11465316e-01]
[ -1.18079013e-01 1.38018278e-01 2.59136877e-01 -1.96657140e-02
1.61926100e-01 8.70124307e-02 -8.31858846e-03 -2.98451071e-01
-1.19932733e-01 -6.02888646e-02]
[ -3.51431006e-01 8.20657607e-02 1.09819287e-02 -3.22924854e-02
1.49635651e-01 -1.69540509e-01 -3.03172703e-02 2.34705422e-01
-9.40083868e-02 7.53283924e-02]
[ 1.49912197e-01 9.75085507e-02 -2.37163924e-01 -8.99931218e-02
1.12489003e-01 -2.93333541e-01 1.52192649e-02 -1.67907339e-01
-2.05072929e-03 -1.87873761e-01]
[ 2.04114278e-01 -1.64357665e-01 5.83051821e-02 -3.53174073e-02
1.03542165e-01 -2.81044032e-02 1.38721118e-02 -1.37544014e-01
1.02594074e-01 -1.91310946e-01]
[ -1.08108785e-01 -4.60755747e-02 1.19368741e-01 1.03691996e-01
4.89814474e-02 -1.10384282e-01 2.48478581e-01 -7.75697357e-02
1.81378378e-01 -8.54946593e-03]
[ 1.49818173e-02 -1.42434198e-01 2.11415352e-01 -2.24290566e-01
4.04298215e-02 1.08365971e-01 2.14825499e-02 -1.13713794e-01
3.43961530e-02 2.44005673e-01]]
[[ 0.55552885]
[ 1.42031443]
[ 0.2720582 ]
[ 0.81100531]
[-2.54843116]
[-0.27973429]
[-1.51954719]
[ 0.03282534]
[ 0.62486066]
[ 0.84742805]]
Progress: 21.2% ... Training loss: 0.304 ... Validation loss: 0.493[[ 1.56322230e-01 2.01673338e-01 -1.12977448e-01 9.86530611e-02
-4.93406794e-01 -6.71956537e-02 -4.83109587e-02 1.23305760e-01
-7.80422986e-02 1.81880948e-01]
[ 1.21544416e-02 1.59909948e-01 -2.11837011e-02 3.70523680e-02
1.07665867e-01 -4.44133198e-03 3.08531687e-01 4.10704315e-02
1.36260111e-01 -3.29955444e-02]
[ 1.79621299e-01 4.35066375e-01 1.92435349e-02 4.81109202e-02
1.80896589e-01 -4.19745230e-02 -5.18563332e-01 -3.61666182e-02
7.58529090e-02 3.01065996e-01]
[ -2.25323146e-02 -3.02689130e-01 -2.38835739e-01 3.07088894e-02
6.81691591e-03 1.63665605e-01 1.35292381e-01 5.57775296e-02
1.90881903e-02 1.16796928e-01]
[ -6.73649294e-04 1.64514670e-01 -1.43689059e-01 4.76593940e-02
6.37733537e-02 -1.81172331e-01 2.74752188e-02 -1.19530433e-01
-1.81110097e-01 1.85423850e-02]
[ -3.52353390e-01 -3.75299186e-01 -2.86707413e-01 1.59560050e-01
1.42711904e-01 4.32922597e-02 7.08719532e-02 -3.53196801e-02
-2.11209510e-03 2.78195158e-02]
[ -1.41893148e-03 -1.67043906e-01 1.07912433e-02 9.56177512e-02
-3.04674808e-02 -7.19874612e-02 1.65484810e-01 -1.89655539e-01
1.89214253e-01 3.57663289e-02]
[ 1.19542343e-01 -2.13108316e-01 3.59532649e-02 -6.03529133e-02
1.00504195e-01 -4.84650716e-02 4.83632344e-02 1.22109125e-01
7.98251299e-02 -1.58215943e-02]
[ -1.75714085e-01 -9.76079681e-02 -3.07566601e-01 -2.93217252e-02
1.40572395e-02 7.24331360e-02 -1.91416560e-01 -2.85479733e-02
2.53703031e-01 -1.33305460e-01]
[ 7.56264967e-02 -2.59384942e-01 9.65408004e-02 4.90076685e-02
7.82822211e-02 -1.17082214e-01 4.98770061e-02 -9.90370496e-02
2.54170321e-02 1.44335537e-01]
[ -8.39954358e-02 5.56369496e-02 -3.19670540e-03 -1.61488656e-01
5.99048697e-02 2.50617884e-02 1.11541427e-01 -1.02792633e-01
-2.52666623e-02 -1.33336396e-01]
[ -1.08281780e-01 -5.39232643e-02 -6.84233048e-02 -5.70303971e-03
3.56351882e-01 1.00382547e-01 2.00319650e-02 -1.56731533e-02
-1.66734693e-01 -2.05311292e-01]
[ -1.56450021e-01 5.22730026e-03 6.21736137e-02 2.24536097e-02
-1.73961743e-01 -2.19982265e-01 -1.79225683e-01 -1.96963308e-01
8.76352615e-02 1.74907295e-01]
[ -2.24317298e-01 -1.82375115e-01 1.17219175e-01 2.67187107e-01
-1.11177544e-01 -8.18575704e-02 -8.63634559e-02 -2.55398935e-01
-2.14215814e-01 -4.42253525e-03]
[ 1.21325273e-01 -5.90590679e-02 -1.53109806e-02 1.29014704e-01
-3.60326944e-02 -8.90646485e-02 1.19231552e-01 4.50654190e-03
3.90521772e-02 2.90746241e-02]
[ 3.57231013e-02 -5.06428575e-02 -2.12056013e-01 1.46721244e-01
-4.07985423e-02 8.77653832e-02 -7.76653087e-02 -1.99896391e-02
-9.53370685e-02 -5.85889814e-03]
[ -1.26048284e-01 -6.73327787e-02 -2.05563433e-01 1.48827449e-01
2.86598624e-03 1.36734696e-01 1.62842415e-02 -2.50483197e-01
6.30787666e-02 -2.06988579e-01]
[ -7.53674186e-02 -4.76675292e-02 2.73514531e-01 9.00515051e-02
1.49008651e-01 -5.87487997e-02 -1.13230475e-01 1.20376536e-01
6.42443662e-02 2.32482033e-02]
[ 5.40978653e-02 -1.87044108e-02 8.79120863e-02 9.04741405e-02
7.12893195e-02 -1.81596853e-02 2.42389004e-01 1.20756765e-01
-3.21863869e-02 -6.32287226e-02]
[ 2.92065347e-03 -1.62859059e-01 -2.92726802e-01 -5.56379480e-02
2.30505094e-01 -8.89616468e-02 1.84611874e-01 1.63928541e-01
1.02065858e-01 -3.64699531e-02]
[ 5.10348029e-02 -1.94018250e-04 -1.18051460e-01 4.13221337e-02
-8.24992792e-02 3.24138663e-01 2.55158389e-01 2.05303752e-01
-1.64704771e-01 -6.11262972e-02]
[ 1.00937980e-02 -5.35253966e-03 1.24779116e-01 1.13915119e-01
-3.47493454e-02 1.03169195e-01 -1.67075609e-01 -4.07302501e-02
2.16313251e-01 8.68958322e-02]
[ 9.90289380e-02 5.51970736e-02 -5.24091665e-02 -1.16211180e-01
-6.16580315e-02 -3.25054023e-01 1.32388736e-01 7.98407716e-03
1.31095284e-01 7.51613951e-02]
[ -9.84605220e-02 1.22691326e-02 -1.54200634e-02 2.26420225e-02
8.81973844e-03 -2.03200979e-01 -9.23502499e-02 -1.98026210e-02
1.45982620e-02 1.28830599e-01]
[ -1.40028290e-01 -5.25277737e-02 -1.95310931e-01 1.77216652e-03
-2.71587764e-01 -6.27587373e-03 -2.39884289e-02 -2.31202036e-02
7.54996042e-03 6.89722303e-02]
[ -2.38490734e-02 -4.76388628e-02 -7.17855657e-02 -1.19624160e-01
5.07913797e-01 2.73591258e-01 5.20381425e-01 1.13623449e-01
-1.75642035e-01 -3.64438304e-01]
[ -9.69118142e-03 -3.35034085e-01 -2.65339319e-02 -6.49304854e-02
6.36518539e-01 9.85626885e-02 4.77243586e-01 9.19885192e-02
3.50300526e-02 -3.70634638e-01]
[ 1.42493121e-02 -3.99700046e-01 -4.16392515e-02 -1.04637182e-01
6.68832444e-01 2.29870722e-02 4.54960229e-01 4.90198685e-02
-3.60179475e-01 -2.13062272e-01]
[ -1.54286024e-01 -5.29906825e-01 -2.62088731e-03 -1.84514560e-01
7.10218286e-01 -9.60378234e-02 5.60137371e-01 -8.12666895e-02
-5.32943143e-02 9.86071171e-02]
[ -2.78127942e-01 -3.40935588e-01 6.04003381e-02 -3.47778548e-02
8.84865682e-01 1.38484545e-01 3.64470569e-01 4.86086300e-02
-7.92456424e-02 -1.23023630e-01]
[ -1.82059911e-01 -2.26483418e-01 2.59780378e-01 -2.17663340e-01
5.84648481e-01 -5.22500153e-02 6.12588803e-01 1.48986520e-02
-2.36322000e-01 -3.65336303e-03]
[ -1.12340258e-01 -1.69770642e-01 -1.73012262e-01 -7.96732785e-02
4.23704326e-01 -2.36651082e-01 1.25426523e-01 1.70640111e-01
6.83220156e-03 -9.67392915e-02]
[ 1.26199269e-01 2.67435346e-01 1.70981532e-01 -6.97865263e-02
-1.41601363e-01 4.29680895e-02 -1.80096414e-01 2.84758638e-01
9.05217467e-02 1.94202959e-01]
[ 3.40717310e-01 2.85342739e-01 -8.78280411e-02 3.04340272e-01
-8.72608091e-01 -2.83610099e-01 -4.46083794e-01 1.77198946e-01
3.71030908e-01 -5.13647655e-02]
[ 5.30549301e-02 1.58287390e-01 2.55538571e-01 2.59794076e-01
-8.41202903e-02 -1.98288099e-01 -1.94664941e-01 -1.32353786e-01
-1.32961313e-01 -2.78283019e-01]
[ 2.55639803e-02 -4.84677510e-02 -1.17408631e-01 -5.16443346e-02
2.43326742e-01 4.09724449e-02 -1.22935216e-02 -1.84146871e-01
3.64900796e-02 2.11396989e-01]
[ 4.95819901e-04 -5.55253844e-02 -6.64812954e-02 -5.06147819e-02
-1.44376977e-02 -1.75600605e-01 8.94673710e-02 1.01992730e-02
3.76126989e-02 8.18421969e-03]
[ 2.36568166e-02 5.25376950e-02 2.42502353e-01 6.71496785e-02
-2.04473715e-01 -1.31724525e-01 1.29752589e-01 3.94731059e-02
-1.91266257e-01 1.03275039e-01]
[ 6.30080555e-02 5.58111338e-03 1.04113708e-01 -3.93356611e-03
-2.01845177e-01 7.34748745e-02 9.21892541e-02 -2.71199393e-01
-2.58933266e-02 -9.95717437e-02]
[ -1.85365999e-02 6.75077123e-02 8.13329384e-02 -3.94388496e-02
-3.06057622e-03 1.84742806e-01 1.21182170e-01 1.18108550e-01
-2.85448222e-02 1.64910240e-01]
[ 2.10509085e-01 3.63163269e-02 2.39303672e-02 6.67783189e-02
9.90474556e-02 -1.73309637e-02 -1.29357679e-01 1.47646503e-01
-6.55941235e-02 -3.31653185e-02]
[ 3.00786283e-02 -5.06368023e-02 1.15324566e-02 2.42363500e-02
-3.54703082e-01 -1.17374123e-01 -1.72445575e-01 4.03937845e-02
1.07615741e-01 1.79470526e-01]
[ 2.65018235e-02 5.14801964e-01 1.12902829e-01 3.87602827e-01
-1.01338242e+00 -2.99411965e-01 -6.07804806e-01 -7.40898490e-02
2.66886149e-01 3.12146499e-01]
[ 1.74181531e-01 5.13079606e-01 6.08834111e-02 4.10210166e-01
-8.20508140e-01 -8.14274392e-02 -4.46689748e-01 1.50403119e-01
1.97033374e-01 4.83020712e-01]
[ 2.57333070e-01 2.92677650e-01 2.44815243e-01 1.40042605e-01
-3.89192621e-01 8.24320622e-02 -2.03176048e-01 1.62550933e-01
2.34652252e-01 7.35105949e-02]
[ -7.56645376e-02 2.09768608e-01 2.40671230e-01 1.25330777e-02
-2.39323124e-02 1.32173103e-01 -8.98028788e-02 -1.52361879e-02
-3.63142984e-02 4.76318851e-02]
[ -9.80530848e-02 -9.17467309e-03 2.48175135e-02 9.21158777e-02
-4.79072214e-02 1.16592154e-01 2.59865479e-01 2.03213422e-02
-2.75840852e-01 -9.44505358e-02]
[ -2.18009202e-01 -1.57309851e-02 -9.23464518e-02 -3.42342987e-01
1.74822275e-01 1.19405151e-01 9.69059490e-02 1.03714187e-01
-2.06180531e-01 3.40771808e-02]
[ 1.68527553e-02 -3.52959202e-01 -1.24078722e-01 -1.53101656e-01
3.45822440e-01 2.35860909e-02 1.54120927e-01 1.53146736e-01
-1.58354217e-01 -2.11277293e-01]
[ 1.42888905e-01 -1.65650865e-01 -1.41038295e-01 -4.70862168e-03
1.33937881e-01 -5.90554474e-02 -2.96751484e-05 -1.48946880e-01
1.30400873e-01 -1.12237299e-01]
[ -1.16868220e-01 1.40973361e-01 2.59748865e-01 -1.78196972e-02
1.56640067e-01 8.63733245e-02 -1.14892598e-02 -2.98373578e-01
-1.18502900e-01 -5.83889896e-02]
[ -3.52103575e-01 8.04277924e-02 1.06517606e-02 -3.32962802e-02
1.52597723e-01 -1.69231362e-01 -2.84226512e-02 2.34663245e-01
-9.47870373e-02 7.42918553e-02]
[ 1.50535988e-01 9.87425640e-02 -2.36805787e-01 -8.88873098e-02
1.09163088e-01 -2.93663157e-01 1.34355753e-02 -1.67861885e-01
-1.17315603e-03 -1.86832779e-01]
[ 2.04443857e-01 -1.63553765e-01 5.84869778e-02 -3.47041181e-02
1.01606977e-01 -2.82832154e-02 1.30088297e-02 -1.37517165e-01
1.03066902e-01 -1.90671626e-01]
[ -1.08279432e-01 -4.64788944e-02 1.19276008e-01 1.03459113e-01
4.95894602e-02 -1.10296604e-01 2.48803616e-01 -7.75790520e-02
1.81224433e-01 -8.74680879e-03]
[ 1.60230212e-02 -1.40070980e-01 2.11952233e-01 -2.22711872e-01
3.58053224e-02 1.07822128e-01 1.88304142e-02 -1.13650591e-01
3.56165011e-02 2.45407804e-01]]
[[ 0.56601305]
[ 1.4324686 ]
[ 0.28094116]
[ 0.81928071]
[-2.5407062 ]
[-0.27373001]
[-1.51364377]
[ 0.03957598]
[ 0.63249382]
[ 0.85711049]]
Progress: 21.3% ... Training loss: 0.301 ... Validation loss: 0.481[[ 1.55879096e-01 2.01186647e-01 -1.13161873e-01 9.81496602e-02
-4.92062599e-01 -6.70279500e-02 -4.70251646e-02 1.23281027e-01
-7.84369160e-02 1.81364534e-01]
[ 1.25432624e-02 1.60732275e-01 -2.09861379e-02 3.76303726e-02
1.06159050e-01 -4.63030994e-03 3.07536152e-01 4.10978805e-02
1.36689033e-01 -3.23877037e-02]
[ 1.78034596e-01 4.32095796e-01 1.84005569e-02 4.54013457e-02
1.89530297e-01 -4.11585008e-02 -5.15577182e-01 -3.62940424e-02
7.41358052e-02 2.98787936e-01]
[ -2.21950632e-02 -3.03283997e-01 -2.38680585e-01 3.10949226e-02
5.41885103e-03 1.63603316e-01 1.34697818e-01 5.57950372e-02
1.96645688e-02 1.17473328e-01]
[ 4.04027530e-04 1.67932344e-01 -1.43065595e-01 4.94969949e-02
5.87561623e-02 -1.81827403e-01 2.44598154e-02 -1.19432582e-01
-1.80050636e-01 2.03265841e-02]
[ -3.52719399e-01 -3.76617363e-01 -2.86901737e-01 1.59169669e-01
1.43502672e-01 4.34271007e-02 7.23806776e-02 -3.53394177e-02
-2.51264272e-03 2.71774470e-02]
[ -1.74482878e-03 -1.68012795e-01 1.06139084e-02 9.51118686e-02
-2.87562029e-02 -7.18647043e-02 1.66564283e-01 -1.89678589e-01
1.88814903e-01 3.52549987e-02]
[ 1.18197266e-01 -2.16215867e-01 3.52356682e-02 -6.23596803e-02
1.06032004e-01 -4.78073788e-02 5.16785596e-02 1.22010898e-01
7.84637745e-02 -1.77783493e-02]
[ -1.76171529e-01 -9.89767920e-02 -3.07784865e-01 -2.99385030e-02
1.61801191e-02 7.26329137e-02 -1.90176548e-01 -2.85788188e-02
2.53309722e-01 -1.33939418e-01]
[ 7.23100714e-02 -2.67669172e-01 9.48003468e-02 4.41120694e-02
9.25403255e-02 -1.15514527e-01 5.91059708e-02 -9.92738007e-02
2.18018700e-02 1.39272123e-01]
[ -8.32897073e-02 5.71295403e-02 -2.81388106e-03 -1.60321769e-01
5.63175119e-02 2.46964352e-02 1.09762509e-01 -1.02738890e-01
-2.44290147e-02 -1.32201978e-01]
[ -1.08165512e-01 -5.38950664e-02 -6.83731953e-02 -5.49413591e-03
3.55833870e-01 1.00295282e-01 1.97254538e-02 -1.56620039e-02
-1.66511741e-01 -2.05126407e-01]
[ -1.56450021e-01 5.22730026e-03 6.21736137e-02 2.24536097e-02
-1.73961743e-01 -2.19982265e-01 -1.79225683e-01 -1.96963308e-01
8.76352615e-02 1.74907295e-01]
[ -2.24990264e-01 -1.83938632e-01 1.16905428e-01 2.66361767e-01
-1.09219412e-01 -8.15658188e-02 -8.44430571e-02 -2.55441847e-01
-2.14948366e-01 -5.43687107e-03]
[ 1.21262297e-01 -5.93737227e-02 -1.53390302e-02 1.28932368e-01
-3.56816936e-02 -8.90400772e-02 1.19534416e-01 4.50254204e-03
3.89775431e-02 2.89761274e-02]
[ 3.58520586e-02 -5.06495720e-02 -2.11990382e-01 1.46885612e-01
-4.09353358e-02 8.76993024e-02 -7.75925559e-02 -1.99789114e-02
-9.51907979e-02 -5.77933432e-03]
[ -1.25811423e-01 -6.67367399e-02 -2.05449057e-01 1.49124980e-01
2.17985292e-03 1.36593306e-01 1.57219552e-02 -2.50466338e-01
6.33215668e-02 -2.06676528e-01]
[ -7.50714876e-02 -4.69661527e-02 2.73631797e-01 9.05045705e-02
1.47672437e-01 -5.88928310e-02 -1.13971689e-01 1.20395886e-01
6.45805634e-02 2.37304542e-02]
[ 5.25086866e-02 -2.26412579e-02 8.70902970e-02 8.79968925e-02
7.82607582e-02 -1.73612575e-02 2.46639090e-01 1.20638143e-01
-3.40895726e-02 -6.56115395e-02]
[ 2.79442410e-03 -1.63093770e-01 -2.92755262e-01 -5.57416607e-02
2.30794149e-01 -8.89165687e-02 1.84765068e-01 1.63924297e-01
1.02039286e-01 -3.65584616e-02]
[ 5.06511601e-02 -9.32177502e-04 -1.18229891e-01 4.07797151e-02
-8.09324913e-02 3.24307145e-01 2.55936224e-01 2.05277161e-01
-1.65133740e-01 -6.16328657e-02]
[ 9.62010818e-03 -6.37078983e-03 1.24498486e-01 1.13226548e-01
-3.27140075e-02 1.03400940e-01 -1.65844330e-01 -4.07656194e-02
2.15981359e-01 8.60701584e-02]
[ 9.93470994e-02 5.58030547e-02 -5.22532326e-02 -1.15746754e-01
-6.28435322e-02 -3.25204831e-01 1.31597208e-01 8.00632322e-03
1.31437808e-01 7.56368378e-02]
[ -9.86885715e-02 1.15234675e-02 -1.55214410e-02 2.23588852e-02
9.67696022e-03 -2.03105349e-01 -9.17625190e-02 -1.98172250e-02
1.44074501e-02 1.28549373e-01]
[ -1.39965898e-01 -5.26360935e-02 -1.95319175e-01 1.87573095e-03
-2.72119361e-01 -6.31418069e-03 -2.40460078e-02 -2.31149031e-02
7.61622165e-03 6.90764361e-02]
[ -2.36946535e-02 -4.73439619e-02 -7.16857007e-02 -1.19330005e-01
5.07029609e-01 2.73493433e-01 5.20064752e-01 1.13637648e-01
-1.75423818e-01 -3.64198095e-01]
[ -9.85048549e-03 -3.35440888e-01 -2.66137073e-02 -6.51605191e-02
6.37224586e-01 9.86377344e-02 4.77714638e-01 9.19772114e-02
3.48602456e-02 -3.70891488e-01]
[ 1.38389128e-02 -4.00821386e-01 -4.18519675e-02 -1.05281257e-01
6.70723439e-01 2.31954810e-02 4.56229159e-01 4.89894381e-02
-3.60665607e-01 -2.13730212e-01]
[ -1.54439149e-01 -5.30269387e-01 -2.69113863e-03 -1.84733070e-01
7.10874827e-01 -9.59651535e-02 5.60516770e-01 -8.12771896e-02
-5.34601574e-02 9.84062893e-02]
[ -2.78163963e-01 -3.41266434e-01 6.03810563e-02 -3.47966887e-02
8.84965990e-01 1.38490754e-01 3.64737676e-01 4.86078127e-02
-7.92530641e-02 -1.23032694e-01]
[ -1.82029548e-01 -2.26556670e-01 2.59806125e-01 -2.17591568e-01
5.84424042e-01 -5.22774630e-02 6.12603412e-01 1.49029365e-02
-2.36267783e-01 -3.55536198e-03]
[ -1.12382289e-01 -1.69873773e-01 -1.73033735e-01 -7.97353176e-02
4.23881959e-01 -2.36630814e-01 1.25534285e-01 1.70637478e-01
6.78379923e-03 -9.68032651e-02]
[ 1.26522268e-01 2.68230284e-01 1.71149735e-01 -6.92748143e-02
-1.43171404e-01 4.27960093e-02 -1.81028420e-01 2.84782484e-01
9.09196659e-02 1.94732938e-01]
[ 3.39784474e-01 2.82786956e-01 -8.83958583e-02 3.02871352e-01
-8.68230895e-01 -2.83116050e-01 -4.43701932e-01 1.77126348e-01
3.70026007e-01 -5.27820880e-02]
[ 5.31596535e-02 1.58512538e-01 2.55609805e-01 2.59973208e-01
-8.47813501e-02 -1.98353364e-01 -1.94951457e-01 -1.32343954e-01
-1.32803022e-01 -2.78099541e-01]
[ 2.47976968e-02 -5.03768341e-02 -1.17822393e-01 -5.28588097e-02
2.46958778e-01 4.13541426e-02 -1.02013634e-02 -1.84205744e-01
3.55460688e-02 2.10233445e-01]
[ 2.56909369e-04 -5.61715440e-02 -6.66008518e-02 -5.09877611e-02
-1.33203326e-02 -1.75495366e-01 9.01491391e-02 1.01818210e-02
3.73284955e-02 7.79069994e-03]
[ 2.36035446e-02 5.24009902e-02 2.42480757e-01 6.70777659e-02
-2.04240630e-01 -1.31699154e-01 1.29864775e-01 3.94697645e-02
-1.91321211e-01 1.03201812e-01]
[ 6.35706401e-02 7.08230712e-03 1.04352797e-01 -3.03934439e-03
-2.04529948e-01 7.31851941e-02 9.07052859e-02 -2.71158895e-01
-2.52075410e-02 -9.87412096e-02]
[ -1.83785050e-02 6.79052422e-02 8.14274354e-02 -3.91641199e-02
-3.88708353e-03 1.84648831e-01 1.20780249e-01 1.18123992e-01
-2.83375946e-02 1.65136138e-01]
[ 2.10215983e-01 3.55790616e-02 2.38159841e-02 6.63920218e-02
1.00171780e-01 -1.71966095e-02 -1.28587467e-01 1.47629987e-01
-6.59111679e-02 -3.36058067e-02]
[ 3.01064265e-02 -5.04842180e-02 1.15368607e-02 2.42602172e-02
-3.54762810e-01 -1.17387860e-01 -1.72493312e-01 4.03927956e-02
1.07680663e-01 1.79473661e-01]
[ 2.61231872e-02 5.13972375e-01 1.12688258e-01 3.86998237e-01
-1.01181692e+00 -2.99226267e-01 -6.06508332e-01 -7.41179669e-02
2.66377867e-01 3.11419026e-01]
[ 1.73947114e-01 5.12460944e-01 6.07755885e-02 4.09876713e-01
-8.19611814e-01 -8.13171515e-02 -4.46159168e-01 1.50385672e-01
1.96822118e-01 4.82707091e-01]
[ 2.57601034e-01 2.93530987e-01 2.44986181e-01 1.40535198e-01
-3.90512546e-01 8.22787314e-02 -2.04084493e-01 1.62572668e-01
2.35008072e-01 7.40421182e-02]
[ -7.57210931e-02 2.09609775e-01 2.40652160e-01 1.24732147e-02
-2.37734769e-02 1.32194388e-01 -8.96748390e-02 -1.52397169e-02
-3.63653785e-02 4.75534817e-02]
[ -9.79776543e-02 -8.98575582e-03 2.48543637e-02 9.22238552e-02
-4.82421429e-02 1.16556273e-01 2.59673253e-01 2.03265437e-02
-2.75757064e-01 -9.43366506e-02]
[ -2.18268198e-01 -1.63774408e-02 -9.24818433e-02 -3.42742052e-01
1.76022782e-01 1.19534259e-01 9.76018313e-02 1.03695343e-01
-2.06485822e-01 3.36707690e-02]
[ 1.66678388e-02 -3.53494726e-01 -1.24179601e-01 -1.53386578e-01
3.46704051e-01 2.36806907e-02 1.54635935e-01 1.53133235e-01
-1.58576339e-01 -2.11565383e-01]
[ 1.41571783e-01 -1.68850074e-01 -1.41693651e-01 -6.46797969e-03
1.38958355e-01 -5.84401090e-02 3.43144020e-03 -1.49036424e-01
1.29081055e-01 -1.14251330e-01]
[ -1.17495324e-01 1.39393313e-01 2.59451195e-01 -1.88294292e-02
1.60166133e-01 8.66836055e-02 -9.74964853e-03 -2.98418915e-01
-1.19242408e-01 -5.93875309e-02]
[ -3.52619957e-01 7.90694005e-02 1.04049930e-02 -3.40199837e-02
1.54690047e-01 -1.68998802e-01 -2.70621505e-02 2.34629510e-01
-9.53558707e-02 7.35585110e-02]
[ 1.50572578e-01 9.86037795e-02 -2.36810679e-01 -8.87995067e-02
1.08977134e-01 -2.93716585e-01 1.32609617e-02 -1.67856728e-01
-1.12679810e-03 -1.86746324e-01]
[ 2.04960160e-01 -1.62371346e-01 5.87768759e-02 -3.38354653e-02
9.88480083e-02 -2.85502249e-02 1.19236546e-02 -1.37474785e-01
1.03711772e-01 -1.89804503e-01]
[ -1.08731430e-01 -4.77012766e-02 1.19065847e-01 1.02807093e-01
5.15244148e-02 -1.10113436e-01 2.50073421e-01 -7.76096959e-02
1.80789538e-01 -9.39961111e-03]
[ 1.58883057e-02 -1.40518024e-01 2.11769662e-01 -2.23043323e-01
3.63291612e-02 1.07916288e-01 1.94027057e-02 -1.13670727e-01
3.54337643e-02 2.45108831e-01]]
[[ 0.5559228 ]
[ 1.42566943]
[ 0.27151757]
[ 0.80861324]
[-2.55014441]
[-0.28100771]
[-1.52110037]
[ 0.03071295]
[ 0.62217603]
[ 0.84588779]]
Progress: 21.4% ... Training loss: 0.305 ... Validation loss: 0.492[[ 1.55937766e-01 2.01146655e-01 -1.13156593e-01 9.83904459e-02
-4.92998996e-01 -6.71477418e-02 -4.74195569e-02 1.23286643e-01
-7.82852763e-02 1.81480383e-01]
[ 1.24962909e-02 1.60555132e-01 -2.10130366e-02 3.75547863e-02
1.06422760e-01 -4.60256282e-03 3.07643999e-01 4.10952207e-02
1.36634455e-01 -3.24590020e-02]
[ 1.77679687e-01 4.32959097e-01 1.81513430e-02 4.46677540e-02
1.91331168e-01 -4.09082693e-02 -5.15681242e-01 -3.63196012e-02
7.35679783e-02 2.98195272e-01]
[ -1.99024404e-02 -2.98708276e-01 -2.37516164e-01 3.44550708e-02
-3.79396910e-03 1.62540481e-01 1.28989768e-01 5.59149025e-02
2.23554749e-02 1.20944532e-01]
[ -1.89007796e-03 1.62492845e-01 -1.44142636e-01 4.62535806e-02
6.81909660e-02 -1.80823367e-01 3.04568301e-02 -1.19555222e-01
-1.82563119e-01 1.68250399e-02]
[ -3.52176695e-01 -3.76360517e-01 -2.86633910e-01 1.60135880e-01
1.40901081e-01 4.30524240e-02 7.15131076e-02 -3.53024473e-02
-1.80699298e-03 2.80591269e-02]
[ -1.88319048e-03 -1.68126104e-01 1.04913216e-02 9.50144413e-02
-2.83306869e-02 -7.18181396e-02 1.66795661e-01 -1.89679673e-01
1.88668293e-01 3.50252193e-02]
[ 1.18726484e-01 -2.14772847e-01 3.54956238e-02 -6.15337439e-02
1.03333585e-01 -4.80905827e-02 5.01112912e-02 1.22040543e-01
7.90804963e-02 -1.68695343e-02]
[ -1.76298920e-01 -9.94654540e-02 -3.07837925e-01 -3.00950148e-02
1.63271122e-02 7.26532784e-02 -1.89945077e-01 -2.85865913e-02
2.53234677e-01 -1.34136200e-01]
[ 7.18642521e-02 -2.68938946e-01 9.45999508e-02 4.37401095e-02
9.30475233e-02 -1.15431574e-01 6.02507395e-02 -9.92887476e-02
2.14470752e-02 1.38695809e-01]
[ -8.29148542e-02 5.76193458e-02 -2.63815485e-03 -1.59853958e-01
5.53996314e-02 2.44844519e-02 1.08873304e-01 -1.02717608e-01
-2.40093064e-02 -1.31656935e-01]
[ -1.07288376e-01 -5.20172034e-02 -6.79963898e-02 -4.05177900e-03
3.51517052e-01 9.98333609e-02 1.74978996e-02 -1.56105808e-02
-1.65475937e-01 -2.03731204e-01]
[ -1.56450021e-01 5.22730026e-03 6.21736137e-02 2.24536097e-02
-1.73961743e-01 -2.19982265e-01 -1.79225683e-01 -1.96963308e-01
8.76352615e-02 1.74907295e-01]
[ -2.24771264e-01 -1.83668485e-01 1.17015301e-01 2.66751538e-01
-1.10186593e-01 -8.17158240e-02 -8.49609386e-02 -2.55427005e-01
-2.14697380e-01 -5.06218262e-03]
[ 1.21355590e-01 -5.96708772e-02 -1.52987973e-02 1.29160254e-01
-3.62194117e-02 -8.91412751e-02 1.19684086e-01 4.51123182e-03
3.91440745e-02 2.91374171e-02]
[ 3.57097662e-02 -5.12503810e-02 -2.12063569e-01 1.46665991e-01
-4.02438505e-02 8.77740338e-02 -7.70639197e-02 -1.99868120e-02
-9.53376555e-02 -5.98689444e-03]
[ -1.26567304e-01 -6.84289129e-02 -2.05811100e-01 1.48087350e-01
5.54586929e-03 1.36959577e-01 1.76367241e-02 -2.50502969e-01
6.24770619e-02 -2.07822821e-01]
[ -7.46452064e-02 -4.60006594e-02 2.73799853e-01 9.11090405e-02
1.45827434e-01 -5.91018553e-02 -1.15068571e-01 1.20419039e-01
6.50469335e-02 2.43677435e-02]
[ 5.25599685e-02 -2.23998796e-02 8.70907493e-02 8.80987454e-02
7.78109969e-02 -1.74025055e-02 2.46449322e-01 1.20641601e-01
-3.40375425e-02 -6.55760506e-02]
[ 3.48650298e-03 -1.61362244e-01 -2.92395652e-01 -5.46749072e-02
2.27530249e-01 -8.92667946e-02 1.82848870e-01 1.63963623e-01
1.02812505e-01 -3.54315179e-02]
[ 5.09667188e-02 -3.13397363e-05 -1.18086957e-01 4.12807838e-02
-8.25576614e-02 3.24134157e-01 2.54929090e-01 2.05295718e-01
-1.64737878e-01 -6.10821017e-02]
[ 8.76993327e-03 -8.55034337e-03 1.24066344e-01 1.11963416e-01
-2.91505297e-02 1.03825169e-01 -1.63571301e-01 -4.08152230e-02
2.15041242e-01 8.46982872e-02]
[ 9.92740246e-02 5.55960215e-02 -5.22897858e-02 -1.15855584e-01
-6.24583914e-02 -3.25188198e-01 1.31808845e-01 8.00258391e-03
1.31359592e-01 7.55258000e-02]
[ -9.84492209e-02 1.21478928e-02 -1.53915683e-02 2.27213415e-02
8.48927424e-03 -2.03237211e-01 -9.24886454e-02 -1.98038557e-02
1.47117060e-02 1.28938601e-01]
[ -1.39375148e-01 -5.12952832e-02 -1.95014142e-01 2.78889405e-03
-2.74976564e-01 -6.63044565e-03 -2.56417479e-02 -2.30806639e-02
8.31737981e-03 7.00014396e-02]
[ -2.42041217e-02 -4.86669560e-02 -7.19398327e-02 -1.20102584e-01
5.09359990e-01 2.73756636e-01 5.21536880e-01 1.13608899e-01
-1.76000790e-01 -3.65003558e-01]
[ -9.67201296e-03 -3.35161137e-01 -2.65272129e-02 -6.48885439e-02
6.36450733e-01 9.85477351e-02 4.77312711e-01 9.19875656e-02
3.50717632e-02 -3.70626392e-01]
[ 1.40372493e-02 -4.00484420e-01 -4.17473027e-02 -1.04957745e-01
6.69806061e-01 2.30811293e-02 4.55752318e-01 4.90018871e-02
-3.60446097e-01 -2.13391246e-01]
[ -1.54499132e-01 -5.30389857e-01 -2.72101239e-03 -1.84821874e-01
7.11140979e-01 -9.59345715e-02 5.60664200e-01 -8.12805672e-02
-5.35291319e-02 9.83300273e-02]
[ -2.78210084e-01 -3.41376672e-01 6.03635327e-02 -3.48479913e-02
8.85208670e-01 1.38508852e-01 3.64863915e-01 4.86057540e-02
-7.92860694e-02 -1.23091867e-01]
[ -1.82097000e-01 -2.26836915e-01 2.59775977e-01 -2.17687527e-01
5.84747937e-01 -5.22463121e-02 6.12882651e-01 1.49000489e-02
-2.36336770e-01 -3.64234659e-03]
[ -1.12284225e-01 -1.69739738e-01 -1.72987628e-01 -7.95781959e-02
4.23367900e-01 -2.36684704e-01 1.25299589e-01 1.70643411e-01
6.90806661e-03 -9.66572259e-02]
[ 1.26753418e-01 2.68863721e-01 1.71270846e-01 -6.89122839e-02
-1.44320946e-01 4.26677591e-02 -1.81730759e-01 2.84794918e-01
9.12199478e-02 1.95112200e-01]
[ 3.39664842e-01 2.82453072e-01 -8.84266713e-02 3.02806034e-01
-8.68206342e-01 -2.83086952e-01 -4.43459169e-01 1.77121870e-01
3.69913076e-01 -5.29236057e-02]
[ 5.31767787e-02 1.58499915e-01 2.55611526e-01 2.59963610e-01
-8.47785154e-02 -1.98350686e-01 -1.94971838e-01 -1.32343110e-01
-1.32794801e-01 -2.78095027e-01]
[ 2.46667902e-02 -5.08255056e-02 -1.17887353e-01 -5.30550061e-02
2.47429523e-01 4.14178520e-02 -9.81276440e-03 -1.84212755e-01
3.54053413e-02 2.10072107e-01]
[ 6.74407262e-04 -5.51486326e-02 -6.64255751e-02 -5.03436303e-02
-1.53647662e-02 -1.75723063e-01 8.90156500e-02 1.02063010e-02
3.77932304e-02 8.37187200e-03]
[ 2.31699791e-02 5.13386754e-02 2.42271263e-01 6.64623895e-02
-2.02276200e-01 -1.31504071e-01 1.31003989e-01 3.94485017e-02
-1.91779899e-01 1.02530589e-01]
[ 6.36422886e-02 7.31258904e-03 1.04387994e-01 -2.94065036e-03
-2.04800555e-01 7.31492176e-02 9.04793090e-02 -2.71155009e-01
-2.51359323e-02 -9.86233064e-02]
[ -1.74398682e-02 7.02371842e-02 8.18740268e-02 -3.77842336e-02
-8.13228868e-03 1.84161824e-01 1.18210795e-01 1.18176690e-01
-2.72727616e-02 1.66570918e-01]
[ 2.10397747e-01 3.62260282e-02 2.38828067e-02 6.66630986e-02
9.92205875e-02 -1.73150355e-02 -1.29288656e-01 1.47640342e-01
-6.57097058e-02 -3.32718130e-02]
[ 2.97520897e-02 -5.13719570e-02 1.13582680e-02 2.37426287e-02
-3.53107265e-01 -1.17226940e-01 -1.71526350e-01 4.03735799e-02
1.07278649e-01 1.78944565e-01]
[ 2.56368187e-02 5.12734385e-01 1.12444722e-01 3.86324761e-01
-1.00978294e+00 -2.98963688e-01 -6.05181994e-01 -7.41456334e-02
2.65829942e-01 3.10652386e-01]
[ 1.73768229e-01 5.12037689e-01 6.06942023e-02 4.09641750e-01
-8.18755255e-01 -8.12509699e-02 -4.45699376e-01 1.50378018e-01
1.96619658e-01 4.82420978e-01]
[ 2.58010778e-01 2.94408227e-01 2.45185386e-01 1.41147919e-01
-3.92321113e-01 8.20799307e-02 -2.05104880e-01 1.62593566e-01
2.35490058e-01 7.46392371e-02]
[ -7.55438868e-02 2.10052971e-01 2.40730385e-01 1.27388354e-02
-2.45880510e-02 1.32104002e-01 -9.01661102e-02 -1.52299966e-02
-3.61607457e-02 4.78329649e-02]
[ -9.79916106e-02 -9.06776787e-03 2.48488410e-02 9.22119426e-02
-4.82084925e-02 1.16557551e-01 2.59705835e-01 2.03266674e-02
-2.75757320e-01 -9.43366870e-02]
[ -2.18170763e-01 -1.62814392e-02 -9.24413784e-02 -3.42569608e-01
1.75506350e-01 1.19470501e-01 9.74624453e-02 1.03701792e-01
-2.06344913e-01 3.38263262e-02]
[ 1.68576020e-02 -3.53107121e-01 -1.24083364e-01 -1.53075011e-01
3.45776990e-01 2.35737228e-02 1.54199994e-01 1.53144732e-01
-1.58356644e-01 -2.11251488e-01]
[ 1.40880483e-01 -1.70338402e-01 -1.42045680e-01 -7.31052721e-03
1.41063539e-01 -5.81441131e-02 5.08353403e-03 -1.49073188e-01
1.28359411e-01 -1.15260774e-01]
[ -1.17416370e-01 1.39358026e-01 2.59506013e-01 -1.86218145e-02
1.59781545e-01 8.65918019e-02 -9.86128120e-03 -2.98409030e-01
-1.19088476e-01 -5.92261758e-02]
[ -3.52584082e-01 7.88906094e-02 1.04341689e-02 -3.39441878e-02
1.54307007e-01 -1.69051451e-01 -2.71959331e-02 2.34630538e-01
-9.53070248e-02 7.36500256e-02]
[ 1.50709595e-01 9.88259492e-02 -2.36762552e-01 -8.85660862e-02
1.08392119e-01 -2.93802386e-01 1.29670016e-02 -1.67847262e-01
-9.48694627e-04 -1.86532234e-01]
[ 2.05117244e-01 -1.62581084e-01 5.88642718e-02 -3.36158879e-02
9.85997166e-02 -2.86608668e-02 1.17647898e-02 -1.37462214e-01
1.03935362e-01 -1.89515019e-01]
[ -1.09145260e-01 -4.85898844e-02 1.18852045e-01 1.02212896e-01
5.31679822e-02 -1.09879104e-01 2.51272412e-01 -7.76333039e-02
1.80298548e-01 -1.00718297e-02]
[ 1.73906754e-02 -1.36841546e-01 2.12468112e-01 -2.20804777e-01
2.94538432e-02 1.07135904e-01 1.52778709e-02 -1.13585546e-01
3.71426444e-02 2.47397984e-01]]
[[ 0.55864204]
[ 1.42603591]
[ 0.27458383]
[ 0.81036691]
[-2.54495878]
[-0.27537011]
[-1.51593838]
[ 0.03602466]
[ 0.62527777]
[ 0.84977134]]
Progress: 21.4% ... Training loss: 0.302 ... Validation loss: 0.490[[ 1.57399857e-01 2.04350211e-01 -1.12333792e-01 1.00867765e-01
-4.99947878e-01 -6.79492940e-02 -5.13826983e-02 1.23406581e-01
-7.64892221e-02 1.83780450e-01]
[ 1.24050450e-02 1.60306707e-01 -2.10592198e-02 3.74138923e-02
1.06865725e-01 -4.55638679e-03 3.07888440e-01 4.10890280e-02
1.36531218e-01 -3.26042328e-02]
[ 1.80074472e-01 4.40552305e-01 1.94952269e-02 4.83596713e-02
1.80493558e-01 -4.20057142e-02 -5.23466230e-01 -3.61517974e-02
7.64660901e-02 3.02017667e-01]
[ -1.66691959e-02 -2.90423000e-01 -2.35998948e-01 3.93123316e-02
-1.65638194e-02 1.60957648e-01 1.20824078e-01 5.61249042e-02
2.56239921e-02 1.25939352e-01]
[ -7.59511049e-04 1.65751169e-01 -1.43487949e-01 4.81124033e-02
6.17837075e-02 -1.81434110e-01 2.65557725e-02 -1.19468885e-01
-1.81001873e-01 1.86072070e-02]
[ -3.51248050e-01 -3.75668158e-01 -2.86130750e-01 1.61701156e-01
1.36621978e-01 4.25133865e-02 6.99817444e-02 -3.52307720e-02
-6.35636947e-04 2.94020685e-02]
[ -3.15905857e-03 -1.71577813e-01 9.90151069e-03 9.31628889e-02
-2.36316055e-02 -7.11822213e-02 1.70341195e-01 -1.89759833e-01
1.87372894e-01 3.31279303e-02]
[ 1.20257585e-01 -2.10920217e-01 3.64006047e-02 -5.89501457e-02
9.58110480e-02 -4.89103909e-02 4.58212199e-02 1.22159287e-01
8.09875157e-02 -1.43071391e-02]
[ -1.76290061e-01 -9.95001970e-02 -3.07872299e-01 -3.00365273e-02
1.67256219e-02 7.26616597e-02 -1.89938488e-01 -2.85846701e-02
2.53196857e-01 -1.34082678e-01]
[ 7.35821997e-02 -2.65897936e-01 9.56033712e-02 4.64999150e-02
8.45183050e-02 -1.16337863e-01 5.60736329e-02 -9.91579141e-02
2.36657407e-02 1.41285564e-01]
[ -8.33232558e-02 5.61651997e-02 -2.80733021e-03 -1.60137710e-01
5.66360912e-02 2.46073416e-02 1.10169309e-01 -1.02729269e-01
-2.43507420e-02 -1.31993778e-01]
[ -1.07405184e-01 -5.25455298e-02 -6.80466799e-02 -4.17202197e-03
3.52105762e-01 9.99022143e-02 1.81096897e-02 -1.56175727e-02
-1.65608012e-01 -2.03922546e-01]
[ -1.56450021e-01 5.22730026e-03 6.21736137e-02 2.24536097e-02
-1.73961743e-01 -2.19982265e-01 -1.79225683e-01 -1.96963308e-01
8.76352615e-02 1.74907295e-01]
[ -2.24877281e-01 -1.84144592e-01 1.17006832e-01 2.66760866e-01
-1.10250538e-01 -8.17342326e-02 -8.46668085e-02 -2.55424551e-01
-2.14699668e-01 -5.10169105e-03]
[ 1.22023164e-01 -5.92783911e-02 -1.49671407e-02 1.30239062e-01
-3.90304140e-02 -8.94865367e-02 1.18896079e-01 4.55732176e-03
3.99339762e-02 3.01451494e-02]
[ 3.57860133e-02 -5.12294722e-02 -2.12017978e-01 1.46735374e-01
-4.04519021e-02 8.77372722e-02 -7.73037153e-02 -1.99813662e-02
-9.52727938e-02 -6.03437160e-03]
[ -1.27855315e-01 -7.18166333e-02 -2.06464450e-01 1.46264716e-01
1.04688485e-02 1.37572325e-01 2.12756302e-02 -2.50584793e-01
6.10687006e-02 -2.09751040e-01]
[ -7.43449789e-02 -4.51833009e-02 2.73989900e-01 9.15290929e-02
1.44420903e-01 -5.92428310e-02 -1.15991178e-01 1.20440340e-01
6.54461883e-02 2.48274933e-02]
[ 5.26405953e-02 -2.24283846e-02 8.71517119e-02 8.81940556e-02
7.72508415e-02 -1.74187295e-02 2.46304736e-01 1.20646102e-01
-3.38923620e-02 -6.54558013e-02]
[ 3.54860422e-03 -1.60949383e-01 -2.92329400e-01 -5.44583086e-02
2.26864474e-01 -8.93243218e-02 1.82486991e-01 1.63972713e-01
1.02979503e-01 -3.52371576e-02]
[ 5.17617664e-02 1.58756591e-03 -1.17612052e-01 4.26446151e-02
-8.66351287e-02 3.23724051e-01 2.52838482e-01 2.05358008e-01
-1.63673850e-01 -5.97532988e-02]
[ 9.48982921e-03 -6.56523709e-03 1.24444573e-01 1.13030307e-01
-3.20123197e-02 1.03449968e-01 -1.65530481e-01 -4.07655479e-02
2.15766004e-01 8.58134994e-02]
[ 9.97211949e-02 5.67026733e-02 -5.21067019e-02 -1.15127203e-01
-6.38367932e-02 -3.25412494e-01 1.30623976e-01 8.03427821e-03
1.31802921e-01 7.62763249e-02]
[ -9.87373486e-02 1.14163233e-02 -1.55386676e-02 2.22737493e-02
9.57796138e-03 -2.03082745e-01 -9.17541264e-02 -1.98240333e-02
1.43906502e-02 1.28479685e-01]
[ -1.39649146e-01 -5.19671220e-02 -1.95151998e-01 2.36634730e-03
-2.73659158e-01 -6.48744425e-03 -2.48870841e-02 -2.30990257e-02
7.99592507e-03 6.95604981e-02]
[ -2.43642919e-02 -4.92932481e-02 -7.20294035e-02 -1.20352235e-01
5.10070022e-01 2.73854703e-01 5.22156662e-01 1.13597732e-01
-1.76185913e-01 -3.65274005e-01]
[ -9.79208415e-03 -3.35463488e-01 -2.65798657e-02 -6.50439996e-02
6.36854019e-01 9.86002179e-02 4.77626515e-01 9.19810728e-02
3.49570508e-02 -3.70789922e-01]
[ 1.46460190e-02 -3.99528972e-01 -4.14187772e-02 -1.03971625e-01
6.66969614e-01 2.27458727e-02 4.54487416e-01 4.90459420e-02
-3.59734178e-01 -2.12428486e-01]
[ -1.54346086e-01 -5.30525231e-01 -2.64782484e-03 -1.84577897e-01
7.10457572e-01 -9.60233922e-02 5.60621690e-01 -8.12694022e-02
-5.33421384e-02 9.85897646e-02]
[ -2.78222096e-01 -3.41400250e-01 6.03570702e-02 -3.48661506e-02
8.85265225e-01 1.38515236e-01 3.64895104e-01 4.86049377e-02
-7.93003363e-02 -1.23111750e-01]
[ -1.82486203e-01 -2.27834115e-01 2.59596015e-01 -2.18246368e-01
5.86415847e-01 -5.20549014e-02 6.13909369e-01 1.48746783e-02
-2.36774967e-01 -4.23255377e-03]
[ -1.12405825e-01 -1.70060898e-01 -1.73033507e-01 -7.97516043e-02
4.23875653e-01 -2.36628592e-01 1.25632383e-01 1.70635835e-01
6.78686408e-03 -9.68324849e-02]
[ 1.26731022e-01 2.69024230e-01 1.71291133e-01 -6.88559416e-02
-1.44602019e-01 4.26664166e-02 -1.81803713e-01 2.84797418e-01
9.12841550e-02 1.95161292e-01]
[ 3.40438207e-01 2.84558535e-01 -8.80838197e-02 3.04033430e-01
-8.71237702e-01 -2.83504004e-01 -4.45499446e-01 1.77176996e-01
3.70650639e-01 -5.16482304e-02]
[ 5.30269590e-02 1.58093637e-01 2.55533173e-01 2.59737355e-01
-8.40692715e-02 -1.98275473e-01 -1.94557523e-01 -1.32353025e-01
-1.32970949e-01 -2.78325608e-01]
[ 2.46930040e-02 -5.07229541e-02 -1.17863545e-01 -5.29853953e-02
2.47163805e-01 4.13881576e-02 -9.91336854e-03 -1.84209471e-01
3.54189884e-02 2.10138274e-01]
[ 4.34139949e-04 -5.57621683e-02 -6.65476618e-02 -5.06983434e-02
-1.42464694e-02 -1.75604958e-01 8.96628950e-02 1.01902621e-02
3.75314357e-02 7.99560820e-03]
[ 2.40955922e-02 5.35236257e-02 2.42746425e-01 6.78343239e-02
-2.06552822e-01 -1.31964747e-01 1.28417919e-01 3.95107939e-02
-1.90727167e-01 1.03796484e-01]
[ 6.34720649e-02 6.81778409e-03 1.04325293e-01 -3.12240195e-03
-2.04320971e-01 7.32193149e-02 9.08808785e-02 -2.71162142e-01
-2.52779696e-02 -9.88372848e-02]
[ -1.77122231e-02 6.95545461e-02 8.17521354e-02 -3.81987981e-02
-6.86624506e-03 1.84308298e-01 1.18953415e-01 1.18157814e-01
-2.75673672e-02 1.66161731e-01]
[ 2.10394636e-01 3.63345195e-02 2.39044459e-02 6.67296339e-02
9.92568585e-02 -1.73255695e-02 -1.29319482e-01 1.47644274e-01
-6.56610305e-02 -3.32179589e-02]
[ 2.98220413e-02 -5.12072155e-02 1.13981471e-02 2.38638741e-02
-3.53506021e-01 -1.17276615e-01 -1.71631749e-01 4.03794606e-02
1.07364857e-01 1.79033262e-01]
[ 2.58312997e-02 5.12727991e-01 1.12563825e-01 3.86622163e-01
-1.01073359e+00 -2.99034803e-01 -6.05542197e-01 -7.41291326e-02
2.66162824e-01 3.10906618e-01]
[ 1.73328802e-01 5.10837863e-01 6.05172065e-02 4.09063837e-01
-8.17116772e-01 -8.10363321e-02 -4.44548714e-01 1.50351205e-01
1.96190279e-01 4.81865239e-01]
[ 2.58216356e-01 2.94998072e-01 2.45298598e-01 1.41461737e-01
-3.93311025e-01 8.19764855e-02 -2.05723294e-01 1.62608240e-01
2.35746947e-01 7.49650451e-02]
[ -7.53247989e-02 2.10562538e-01 2.40824143e-01 1.30441371e-02
-2.55171506e-02 1.31998225e-01 -9.07518397e-02 -1.52166704e-02
-3.59087220e-02 4.81575449e-02]
[ -9.81205278e-02 -9.39449737e-03 2.47778132e-02 9.19994138e-02
-4.75636866e-02 1.16625741e-01 2.60091385e-01 2.03180278e-02
-2.75898653e-01 -9.45611283e-02]
[ -2.18100317e-01 -1.61134236e-02 -9.23849761e-02 -3.42411586e-01
1.75011948e-01 1.19417616e-01 9.72357640e-02 1.03708579e-01
-2.06225101e-01 3.39603336e-02]
[ 1.70333619e-02 -3.52962004e-01 -1.23999643e-01 -1.52813663e-01
3.44972131e-01 2.34882758e-02 1.53899005e-01 1.53156227e-01
-1.58156242e-01 -2.11020607e-01]
[ 1.41004912e-01 -1.70690626e-01 -1.41926748e-01 -6.87420634e-03
1.39575333e-01 -5.82783060e-02 5.19336161e-03 -1.49055992e-01
1.28667126e-01 -1.14961530e-01]
[ -1.17293004e-01 1.39397888e-01 2.59542497e-01 -1.84495739e-02
1.59230571e-01 8.65575681e-02 -1.00086877e-02 -2.98401302e-01
-1.18956763e-01 -5.90747440e-02]
[ -3.52846355e-01 7.81557775e-02 1.03594040e-02 -3.41339414e-02
1.54797918e-01 -1.69000008e-01 -2.64867897e-02 2.34622095e-01
-9.55233958e-02 7.34346941e-02]
[ 1.51951172e-01 1.01793789e-01 -2.36106286e-01 -8.64887406e-02
1.03018140e-01 -2.94441867e-01 9.76134712e-03 -1.67753277e-01
5.55320944e-04 -1.84477343e-01]
[ 2.05029314e-01 -1.63128926e-01 5.88305342e-02 -3.37493472e-02
9.88327022e-02 -2.86048648e-02 1.21605627e-02 -1.37466452e-01
1.03861716e-01 -1.89706315e-01]
[ -1.08587492e-01 -4.73658249e-02 1.19169723e-01 1.03002542e-01
5.12101295e-02 -1.10143154e-01 2.49961200e-01 -7.75945214e-02
1.80901611e-01 -9.26177538e-03]
[ 1.68864760e-02 -1.38379872e-01 2.12231209e-01 -2.21601308e-01
3.13969079e-02 1.07385871e-01 1.64580885e-02 -1.13618376e-01
3.66313106e-02 2.46550561e-01]]
[[ 0.56758931]
[ 1.43241593]
[ 0.27857409]
[ 0.81776895]
[-2.53935634]
[-0.27109706]
[-1.511855 ]
[ 0.04351374]
[ 0.63132955]
[ 0.85864866]]
Progress: 21.4% ... Training loss: 0.300 ... Validation loss: 0.483[[ 1.59626714e-01 2.09009899e-01 -1.11139191e-01 1.04052793e-01
-5.07629096e-01 -6.89849150e-02 -5.67267893e-02 1.23591747e-01
-7.37860167e-02 1.87226018e-01]
[ 1.24050450e-02 1.60306707e-01 -2.10592198e-02 3.74138923e-02
1.06865725e-01 -4.55638679e-03 3.07888440e-01 4.10890280e-02
1.36531218e-01 -3.26042328e-02]
[ 1.82714706e-01 4.46731576e-01 2.09806013e-02 5.22866699e-02
1.69927725e-01 -4.31607728e-02 -5.30004694e-01 -3.59335962e-02
7.98873086e-02 3.06249335e-01]
[ -1.66517682e-02 -2.89501586e-01 -2.36099982e-01 3.92990694e-02
-1.69143002e-02 1.60936422e-01 1.19923028e-01 5.61081032e-02
2.58580473e-02 1.26138984e-01]
[ 6.35855134e-04 1.68901545e-01 -1.42658685e-01 5.04358571e-02
5.51503302e-02 -1.82105109e-01 2.35778910e-02 -1.19329353e-01
-1.79554334e-01 2.08511537e-02]
[ -3.50135340e-01 -3.74228340e-01 -2.85598379e-01 1.63314855e-01
1.31983189e-01 4.19197366e-02 6.79096315e-02 -3.51384643e-02
6.20219237e-04 3.09757057e-02]
[ -1.86113289e-03 -1.68257424e-01 1.05670406e-02 9.48825933e-02
-2.81350823e-02 -7.17408498e-02 1.67003992e-01 -1.89660580e-01
1.88820302e-01 3.50469811e-02]
[ 1.21591985e-01 -2.08449136e-01 3.71323939e-02 -5.68260757e-02
9.01148539e-02 -4.95003862e-02 4.29628402e-02 1.22274678e-01
8.27392887e-02 -1.21655876e-02]
[ -1.76836788e-01 -1.00810414e-01 -3.08121441e-01 -3.07796245e-02
1.91053563e-02 7.29195476e-02 -1.88544365e-01 -2.86272103e-02
2.52661451e-01 -1.34854892e-01]
[ 7.42597950e-02 -2.64865626e-01 9.60529345e-02 4.76133602e-02
8.19200645e-02 -1.16606121e-01 5.51243471e-02 -9.90916996e-02
2.46433317e-02 1.42358315e-01]
[ -8.12367100e-02 6.01778506e-02 -1.77156696e-03 -1.57189485e-01
4.86471203e-02 2.36159093e-02 1.05360838e-01 -1.02567370e-01
-2.19388374e-02 -1.28921823e-01]
[ -1.06971017e-01 -5.16694191e-02 -6.78514567e-02 -3.51931722e-03
3.50234248e-01 9.96775193e-02 1.69938743e-02 -1.55812754e-02
-1.65077876e-01 -2.03205226e-01]
[ -1.56450021e-01 5.22730026e-03 6.21736137e-02 2.24536097e-02
-1.73961743e-01 -2.19982265e-01 -1.79225683e-01 -1.96963308e-01
8.76352615e-02 1.74907295e-01]
[ -2.25107613e-01 -1.84723133e-01 1.16889639e-01 2.66470132e-01
-1.09534674e-01 -8.16552560e-02 -8.40399539e-02 -2.55439145e-01
-2.14957562e-01 -5.47592771e-03]
[ 1.22166383e-01 -5.91524087e-02 -1.48873457e-02 1.30461854e-01
-3.97012101e-02 -8.95623829e-02 1.18643305e-01 4.57090074e-03
4.01074599e-02 3.03702629e-02]
[ 3.74655266e-02 -4.78954832e-02 -2.11178391e-01 1.49081686e-01
-4.67654305e-02 8.68956556e-02 -8.11470903e-02 -1.98492402e-02
-9.33780249e-02 -3.60416211e-03]
[ -1.27594872e-01 -7.13147016e-02 -2.06341499e-01 1.46636641e-01
9.49454470e-03 1.37454883e-01 2.06440588e-02 -2.50566045e-01
6.13476457e-02 -2.09349207e-01]
[ -7.36482470e-02 -4.34955934e-02 2.74353622e-01 9.24300116e-02
1.41752399e-01 -5.95173109e-02 -1.17767214e-01 1.20492977e-01
6.61989059e-02 2.58299257e-02]
[ 5.25868413e-02 -2.23766232e-02 8.71099207e-02 8.81061065e-02
7.76626487e-02 -1.73883689e-02 2.46309781e-01 1.20641070e-01
-3.39336500e-02 -6.55056801e-02]
[ 4.38220472e-03 -1.58937234e-01 -2.91894188e-01 -5.31363177e-02
2.22878659e-01 -8.97302375e-02 1.80472153e-01 1.64043709e-01
1.03963096e-01 -3.39298841e-02]
[ 5.25115960e-02 2.88674511e-03 -1.17204763e-01 4.38206814e-02
-8.97882738e-02 3.23359704e-01 2.51040057e-01 2.05420756e-01
-1.62746222e-01 -5.85652256e-02]
[ 8.66413892e-03 -8.83003716e-03 1.24069858e-01 1.11858614e-01
-2.82258222e-02 1.03902640e-01 -1.63064608e-01 -4.08278535e-02
2.15056818e-01 8.46522262e-02]
[ 9.99742821e-02 5.73111478e-02 -5.19818161e-02 -1.14739585e-01
-6.48227454e-02 -3.25535173e-01 1.29923366e-01 8.05399906e-03
1.32073860e-01 7.66532441e-02]
[ -9.88606869e-02 1.10917409e-02 -1.56029328e-02 2.20806596e-02
1.01706012e-02 -2.03019068e-01 -9.13970218e-02 -1.98343346e-02
1.42412002e-02 1.28276725e-01]
[ -1.39834147e-01 -5.24993014e-02 -1.95246925e-01 2.09656560e-03
-2.72872648e-01 -6.39518936e-03 -2.41979041e-02 -2.31129361e-02
7.79129882e-03 6.92790185e-02]
[ -2.44805524e-02 -4.97165939e-02 -7.20727729e-02 -1.20508408e-01
5.10632808e-01 2.73913860e-01 5.22631000e-01 1.13589454e-01
-1.76302594e-01 -3.65434354e-01]
[ -9.76602626e-03 -3.35413316e-01 -2.65670400e-02 -6.50062646e-02
6.36749094e-01 9.85876168e-02 4.77567138e-01 9.19830791e-02
3.49853306e-02 -3.70751362e-01]
[ 1.49800674e-02 -3.99111614e-01 -4.12420686e-02 -1.03416067e-01
6.65513444e-01 2.25666713e-02 4.53773469e-01 4.90755165e-02
-3.59332821e-01 -2.11879759e-01]
[ -1.54722779e-01 -5.31381908e-01 -2.83805673e-03 -1.85139519e-01
7.12098063e-01 -9.58369878e-02 5.61574366e-01 -8.12993235e-02
-5.37757932e-02 9.80289645e-02]
[ -2.78400773e-01 -3.41963152e-01 6.02730825e-02 -3.51146331e-02
8.86058906e-01 1.38598575e-01 3.65405011e-01 4.85913072e-02
-7.94894409e-02 -1.23375905e-01]
[ -1.82571845e-01 -2.27988985e-01 2.59561232e-01 -2.18346516e-01
5.86803146e-01 -5.20135872e-02 6.14123598e-01 1.48691619e-02
-2.36853634e-01 -4.33479972e-03]
[ -1.12584085e-01 -1.70499067e-01 -1.73123620e-01 -7.99798757e-02
4.24491674e-01 -2.36557423e-01 1.26137748e-01 1.70623388e-01
6.63195093e-03 -9.70844875e-02]
[ 1.27002959e-01 2.69885215e-01 1.71440431e-01 -6.84488095e-02
-1.45888350e-01 4.25301223e-02 -1.82686088e-01 2.84817661e-01
9.15606477e-02 1.95538792e-01]
[ 3.40856259e-01 2.85605538e-01 -8.79038274e-02 3.04494463e-01
-8.72466092e-01 -2.83641288e-01 -4.46650162e-01 1.77205865e-01
3.71133009e-01 -5.10771348e-02]
[ 5.34239524e-02 1.59010650e-01 2.55736547e-01 2.60299618e-01
-8.59406756e-02 -1.98467326e-01 -1.95598745e-01 -1.32321156e-01
-1.32511392e-01 -2.77751962e-01]
[ 2.46027810e-02 -5.10277207e-02 -1.17922646e-01 -5.31599105e-02
2.47768782e-01 4.14466660e-02 -9.60808784e-03 -1.84218182e-01
3.52799165e-02 2.09993563e-01]
[ 5.63737305e-04 -5.54668176e-02 -6.64852485e-02 -5.05166147e-02
-1.48178846e-02 -1.75666344e-01 8.93160734e-02 1.01989806e-02
3.76555603e-02 8.19004969e-03]
[ 2.38134539e-02 5.28210854e-02 2.42609878e-01 6.74421712e-02
-2.05279859e-01 -1.31831139e-01 1.29158335e-01 3.94895531e-02
-1.91027439e-01 1.03397858e-01]
[ 6.34187944e-02 6.66338772e-03 1.04299310e-01 -3.21463389e-03
-2.04056582e-01 7.32510127e-02 9.10117492e-02 -2.71167486e-01
-2.53394256e-02 -9.89317962e-02]
[ -1.81973900e-02 6.83735217e-02 8.15029569e-02 -3.89325675e-02
-4.60320303e-03 1.84539920e-01 1.20235375e-01 1.18118402e-01
-2.81410108e-02 1.65459481e-01]
[ 2.10511437e-01 3.65573786e-02 2.39784074e-02 6.69454052e-02
9.85675137e-02 -1.73950210e-02 -1.29652657e-01 1.47656173e-01
-6.54871602e-02 -3.30117364e-02]
[ 3.00773634e-02 -5.05571858e-02 1.15163209e-02 2.42435944e-02
-3.54575573e-01 -1.17405436e-01 -1.72326207e-01 4.03986829e-02
1.07641720e-01 1.79424194e-01]
[ 2.76042393e-02 5.16268707e-01 1.13506663e-01 3.89284226e-01
-1.01768239e+00 -2.99839161e-01 -6.09174667e-01 -7.39774652e-02
2.68237613e-01 3.13472745e-01]
[ 1.73931700e-01 5.11920461e-01 6.08089017e-02 4.09851042e-01
-8.19266533e-01 -8.13331006e-02 -4.45901284e-01 1.50396213e-01
1.96950810e-01 4.82770655e-01]
[ 2.58425108e-01 2.95535725e-01 2.45467498e-01 1.41878297e-01
-3.94576713e-01 8.18498844e-02 -2.06311889e-01 1.62631326e-01
2.36079884e-01 7.53850047e-02]
[ -7.51863205e-02 2.10915959e-01 2.40872327e-01 1.32215981e-02
-2.60396098e-02 1.31940303e-01 -9.10867275e-02 -1.52086835e-02
-3.57700793e-02 4.83296199e-02]
[ -9.77673078e-02 -8.44858571e-03 2.49319003e-02 9.25121535e-02
-4.91379049e-02 1.16459720e-01 2.59085997e-01 2.03449395e-02
-2.75490338e-01 -9.40238142e-02]
[ -2.18158228e-01 -1.62551468e-02 -9.24127399e-02 -3.42488132e-01
1.75259982e-01 1.19444593e-01 9.73806711e-02 1.03704302e-01
-2.06287587e-01 3.38834631e-02]
[ 1.71108132e-02 -3.53041588e-01 -1.23960485e-01 -1.52692346e-01
3.44598180e-01 2.34486563e-02 1.53901486e-01 1.53162354e-01
-1.58064790e-01 -2.10904076e-01]
[ 1.40168835e-01 -1.72958125e-01 -1.42399643e-01 -8.10831172e-03
1.43234435e-01 -5.78760051e-02 7.41105632e-03 -1.49129271e-01
1.27722180e-01 -1.16356662e-01]
[ -1.16239896e-01 1.41415843e-01 2.60062168e-01 -1.70071834e-02
1.55175753e-01 8.60335655e-02 -1.24020354e-02 -2.98319448e-01
-1.17763279e-01 -5.75623918e-02]
[ -3.52244882e-01 7.94220917e-02 1.06572240e-02 -3.33064833e-02
1.52462009e-01 -1.69231261e-01 -2.77893505e-02 2.34668183e-01
-9.48601377e-02 7.43363532e-02]
[ 1.53045382e-01 1.03741718e-01 -2.35502583e-01 -8.47913189e-02
9.87128424e-02 -2.94922284e-01 7.53493553e-03 -1.67659542e-01
1.88374186e-03 -1.82795734e-01]
[ 2.05918849e-01 -1.60833373e-01 5.93296052e-02 -3.24249543e-02
9.49663971e-02 -2.90652100e-02 9.87703787e-03 -1.37388078e-01
1.04930926e-01 -1.88301051e-01]
[ -1.07461964e-01 -4.48901041e-02 1.19752678e-01 1.04736330e-01
4.62998267e-02 -1.10702610e-01 2.46988661e-01 -7.75002709e-02
1.82322753e-01 -7.39428349e-03]
[ 1.61570069e-02 -1.40194775e-01 2.11881434e-01 -2.22678279e-01
3.47517134e-02 1.07754657e-01 1.85452051e-02 -1.13674987e-01
3.58203732e-02 2.45439341e-01]]
[[ 0.58195707]
[ 1.44982391]
[ 0.28993778]
[ 0.83383758]
[-2.53119103]
[-0.2618719 ]
[-1.50314859]
[ 0.05542892]
[ 0.64454347]
[ 0.87313544]]
Progress: 21.5% ... Training loss: 0.308 ... Validation loss: 0.476[[ 1.57892092e-01 2.04678814e-01 -1.12040311e-01 1.01481105e-01
-4.99403848e-01 -6.81844755e-02 -5.23305714e-02 1.23428093e-01
-7.57551074e-02 1.84457161e-01]
[ 1.24714453e-02 1.60455135e-01 -2.10306661e-02 3.75220393e-02
1.06524184e-01 -4.58797083e-03 3.07689013e-01 4.10961282e-02
1.36606793e-01 -3.25082296e-02]
[ 1.79845693e-01 4.40779937e-01 1.93335976e-02 4.75267210e-02
1.83453716e-01 -4.17148361e-02 -5.23147083e-01 -3.62355196e-02
7.62329650e-02 3.01584434e-01]
[ -1.57757431e-02 -2.87247496e-01 -2.35656817e-01 4.06005467e-02
-2.05299488e-02 1.60653061e-01 1.17724032e-01 5.61819904e-02
2.67948977e-02 1.27435201e-01]
[ 1.24629745e-03 1.70040229e-01 -1.42386202e-01 5.14926643e-02
5.26822713e-02 -1.82469552e-01 2.21087002e-02 -1.19265725e-01
-1.78830823e-01 2.16589889e-02]
[ -3.50602305e-01 -3.76128114e-01 -2.85770013e-01 1.62857150e-01
1.33170529e-01 4.20373806e-02 6.95241411e-02 -3.51737361e-02
2.57373796e-04 3.03257117e-02]
[ -3.55321399e-03 -1.72608770e-01 9.69135776e-03 9.22930935e-02
-2.05233362e-02 -7.09632800e-02 1.71330102e-01 -1.89821483e-01
1.86859880e-01 3.24011877e-02]
[ 1.20496857e-01 -2.11113456e-01 3.65532936e-02 -5.85077720e-02
9.47119270e-02 -4.90006096e-02 4.58101378e-02 1.22165325e-01
8.14350431e-02 -1.39639804e-02]
[ -1.76662482e-01 -1.00608890e-01 -3.08042561e-01 -3.05270241e-02
1.90029359e-02 7.28476971e-02 -1.88974828e-01 -2.86099050e-02
2.52861932e-01 -1.34650075e-01]
[ 7.10866192e-02 -2.73365946e-01 9.44794312e-02 4.30407987e-02
9.49633094e-02 -1.15270093e-01 6.35669252e-02 -9.93861350e-02
2.11763683e-02 1.37477551e-01]
[ -8.08513280e-02 6.07434076e-02 -1.59920409e-03 -1.56659901e-01
4.76870455e-02 2.34559263e-02 1.04436900e-01 -1.02532927e-01
-2.15649291e-02 -1.28456125e-01]
[ -1.07263091e-01 -5.24485725e-02 -6.79978538e-02 -3.95264013e-03
3.51444816e-01 9.98246140e-02 1.78326888e-02 -1.56095058e-02
-1.65411853e-01 -2.03679524e-01]
[ -1.56450021e-01 5.22730026e-03 6.21736137e-02 2.24536097e-02
-1.73961743e-01 -2.19982265e-01 -1.79225683e-01 -1.96963308e-01
8.76352615e-02 1.74907295e-01]
[ -2.24968163e-01 -1.84906377e-01 1.16992561e-01 2.66780156e-01
-1.10225903e-01 -8.17577336e-02 -8.40838984e-02 -2.55421035e-01
-2.14707156e-01 -5.25857781e-03]
[ 1.21587255e-01 -6.06116515e-02 -1.51639550e-02 1.29670666e-01
-3.76783166e-02 -8.93214469e-02 1.20187096e-01 4.51532279e-03
3.94696102e-02 2.94958612e-02]
[ 3.72746650e-02 -4.83798433e-02 -2.11280660e-01 1.48811074e-01
-4.60075650e-02 8.69784401e-02 -8.07137456e-02 -1.98671793e-02
-9.35999048e-02 -3.88841256e-03]
[ -1.28143738e-01 -7.26907421e-02 -2.06602932e-01 1.45848928e-01
1.17602130e-02 1.37701920e-01 2.19665931e-02 -2.50613834e-01
6.07460711e-02 -2.10173026e-01]
[ -7.48153655e-02 -4.63824633e-02 2.73773869e-01 9.07391616e-02
1.46708142e-01 -5.90065200e-02 -1.14779021e-01 1.20382673e-01
6.48960040e-02 2.40822638e-02]
[ 5.25747528e-02 -2.25911034e-02 8.70542798e-02 8.79216687e-02
7.82798398e-02 -1.73427797e-02 2.46501798e-01 1.20634279e-01
-3.40677895e-02 -6.56500295e-02]
[ 4.02506044e-03 -1.59792868e-01 -2.92089780e-01 -5.37066546e-02
2.24308978e-01 -8.95841176e-02 1.81279264e-01 1.64005267e-01
1.03521315e-01 -3.44901561e-02]
[ 5.15136201e-02 4.37760999e-04 -1.17727719e-01 4.23018296e-02
-8.52457238e-02 3.23832711e-01 2.53683277e-01 2.05322122e-01
-1.63917139e-01 -6.01653009e-02]
[ 8.82315960e-03 -8.37796346e-03 1.24165783e-01 1.12154255e-01
-2.93030660e-02 1.03814296e-01 -1.63529377e-01 -4.08075952e-02
2.15304423e-01 8.49034735e-02]
[ 1.00343799e-01 5.81008867e-02 -5.18165485e-02 -1.14211680e-01
-6.57468380e-02 -3.25691771e-01 1.28976450e-01 8.08806088e-03
1.32472066e-01 7.71349303e-02]
[ -9.88494176e-02 1.10489337e-02 -1.55889226e-02 2.20953508e-02
1.01512529e-02 -2.03023525e-01 -9.13792256e-02 -1.98331168e-02
1.42546103e-02 1.28288619e-01]
[ -1.39740089e-01 -5.25033678e-02 -1.95178335e-01 2.28599207e-03
-2.73459226e-01 -6.46643839e-03 -2.43328247e-02 -2.30993295e-02
7.96568267e-03 6.94623067e-02]
[ -2.46955981e-02 -5.02547086e-02 -7.21780659e-02 -1.20817421e-01
5.11524242e-01 2.74008456e-01 5.23144383e-01 1.13569351e-01
-1.76542300e-01 -3.65756068e-01]
[ -9.93207070e-03 -3.36072820e-01 -2.66401507e-02 -6.52253514e-02
6.37289483e-01 9.86528144e-02 4.78246094e-01 9.19676156e-02
3.48197482e-02 -3.71046249e-01]
[ 1.47622966e-02 -3.99706292e-01 -4.13571388e-02 -1.03753691e-01
6.66463008e-01 2.26708005e-02 4.54354766e-01 4.90531088e-02
-3.59595730e-01 -2.12234014e-01]
[ -1.55142748e-01 -5.32245402e-01 -3.05328521e-03 -1.85762836e-01
7.13831960e-01 -9.56483707e-02 5.62553145e-01 -8.13390732e-02
-5.42488730e-02 9.73983128e-02]
[ -2.78684132e-01 -3.42751233e-01 6.01569039e-02 -3.54730321e-02
8.87005135e-01 1.38712086e-01 3.66133806e-01 4.85702054e-02
-7.97684128e-02 -1.23781693e-01]
[ -1.82796716e-01 -2.28732409e-01 2.59460205e-01 -2.18633668e-01
5.87677995e-01 -5.19239012e-02 6.14757053e-01 1.48496595e-02
-2.37086715e-01 -4.62547244e-03]
[ -1.12823317e-01 -1.71133055e-01 -1.73243334e-01 -8.03234058e-02
4.25399934e-01 -2.36469336e-01 1.26742461e-01 1.70601513e-01
6.36755059e-03 -9.74425427e-02]
[ 1.27465643e-01 2.71027008e-01 1.71663649e-01 -6.77782067e-02
-1.47860351e-01 4.23174108e-02 -1.83913982e-01 2.84862268e-01
9.20738857e-02 1.96202536e-01]
[ 3.41531661e-01 2.87237787e-01 -8.75572754e-02 3.05474119e-01
-8.75012562e-01 -2.83946322e-01 -4.48434400e-01 1.77272262e-01
3.71874189e-01 -5.00274376e-02]
[ 5.31257805e-02 1.58115942e-01 2.55591369e-01 2.59873118e-01
-8.46670253e-02 -1.98345693e-01 -1.94782255e-01 -1.32348661e-01
-1.32836998e-01 -2.78217918e-01]
[ 2.44051350e-02 -5.16109459e-02 -1.18039586e-01 -5.34788513e-02
2.48837001e-01 4.15402562e-02 -9.00714625e-03 -1.84240250e-01
3.50670950e-02 2.09701842e-01]
[ 4.57096607e-04 -5.58969298e-02 -6.65365749e-02 -5.06801181e-02
-1.43783860e-02 -1.75630725e-01 8.96155330e-02 1.01895876e-02
3.75353876e-02 8.01080982e-03]
[ 2.35779811e-02 5.22336515e-02 2.42499346e-01 6.71083946e-02
-2.04258278e-01 -1.31721909e-01 1.29746999e-01 3.94673904e-02
-1.91296370e-01 1.03057963e-01]
[ 6.25613242e-02 4.55177433e-03 1.03833669e-01 -4.56738566e-03
-1.99974982e-01 7.36624825e-02 9.33575000e-02 -2.71254840e-01
-2.63784353e-02 -1.00329860e-01]
[ -1.81799217e-02 6.84388264e-02 8.15130830e-02 -3.88589046e-02
-4.96456972e-03 1.84508742e-01 1.20204887e-01 1.18122620e-01
-2.80916312e-02 1.65481148e-01]
[ 2.10289810e-01 3.59521709e-02 2.38597184e-02 6.65974770e-02
9.96035094e-02 -1.72961619e-02 -1.29043103e-01 1.47633866e-01
-6.57484671e-02 -3.33743988e-02]
[ 3.02207514e-02 -5.01704730e-02 1.15921482e-02 2.44497388e-02
-3.55217439e-01 -1.17468519e-01 -1.72759916e-01 4.04121704e-02
1.07807688e-01 1.79640360e-01]
[ 2.70940180e-02 5.14908707e-01 1.13263946e-01 3.88591722e-01
-1.01602790e+00 -2.99616961e-01 -6.07850883e-01 -7.40247768e-02
2.67661228e-01 3.12726975e-01]
[ 1.74533837e-01 5.13247423e-01 6.10892941e-02 4.10711279e-01
-8.21184068e-01 -8.15884904e-02 -4.47399824e-01 1.50452011e-01
1.97602459e-01 4.83597223e-01]
[ 2.58217972e-01 2.95032013e-01 2.45366334e-01 1.41575083e-01
-3.93712153e-01 8.19432727e-02 -2.05740501e-01 1.62611599e-01
2.35877640e-01 7.50633871e-02]
[ -7.51091733e-02 2.11093363e-01 2.40911622e-01 1.33273843e-02
-2.63704849e-02 1.31904894e-01 -9.12816385e-02 -1.52014548e-02
-3.56845331e-02 4.84426368e-02]
[ -9.79715169e-02 -8.88333605e-03 2.48316388e-02 9.22202880e-02
-4.82832116e-02 1.16550091e-01 2.59536577e-01 2.03261288e-02
-2.75685111e-01 -9.43533333e-02]
[ -2.18346251e-01 -1.67242880e-02 -9.25034499e-02 -3.42758962e-01
1.76029632e-01 1.19528809e-01 9.78629469e-02 1.03686597e-01
-2.06497900e-01 3.36026959e-02]
[ 1.68456296e-02 -3.53684743e-01 -1.24094653e-01 -1.53084800e-01
3.45753474e-01 2.35701997e-02 1.54620454e-01 1.53136943e-01
-1.58369489e-01 -2.11313063e-01]
[ 1.40417830e-01 -1.72462070e-01 -1.42255417e-01 -7.66145295e-03
1.41776749e-01 -5.80035939e-02 6.84667855e-03 -1.49101069e-01
1.28056819e-01 -1.15999187e-01]
[ -1.17105624e-01 1.39234344e-01 2.59649965e-01 -1.82017349e-02
1.58582154e-01 8.64021332e-02 -1.02643970e-02 -2.98395535e-01
-1.18685131e-01 -5.88563610e-02]
[ -3.51624340e-01 8.06980039e-02 1.09388643e-02 -3.24581606e-02
1.50765773e-01 -1.69491201e-01 -2.92906678e-02 2.34725451e-01
-9.41868816e-02 7.51563615e-02]
[ 1.51098280e-01 9.88528790e-02 -2.36499659e-01 -8.77113743e-02
1.06902074e-01 -2.94055802e-01 1.26926184e-02 -1.67852450e-01
-3.85704388e-04 -1.85839931e-01]
[ 2.04811554e-01 -1.63820244e-01 5.87649668e-02 -3.40741522e-02
9.97685385e-02 -2.85608991e-02 1.30464857e-02 -1.37495720e-01
1.03705721e-01 -1.90065307e-01]
[ -1.07498320e-01 -4.52081274e-02 1.19751307e-01 1.04712685e-01
4.65304486e-02 -1.10700642e-01 2.47022174e-01 -7.74996731e-02
1.82297277e-01 -7.35889111e-03]
[ 1.61640834e-02 -1.40305425e-01 2.11883318e-01 -2.22662311e-01
3.45709782e-02 1.07723997e-01 1.84700731e-02 -1.13672641e-01
3.58274257e-02 2.45439525e-01]]
[[ 0.56887191]
[ 1.4402858 ]
[ 0.278371 ]
[ 0.82240287]
[-2.5457713 ]
[-0.2714785 ]
[-1.51448084]
[ 0.04692161]
[ 0.63385578]
[ 0.86178657]]
Progress: 21.6% ... Training loss: 0.301 ... Validation loss: 0.482[[ 1.56722591e-01 2.01661681e-01 -1.12601837e-01 9.99426041e-02
-4.96086081e-01 -6.76266488e-02 -4.94646042e-02 1.23335714e-01
-7.70461885e-02 1.82743249e-01]
[ 1.24785675e-02 1.60473357e-01 -2.10098872e-02 3.76303112e-02
1.06246271e-01 -4.61616763e-03 3.07709287e-01 4.11014033e-02
1.36648268e-01 -3.24306148e-02]
[ 1.79253990e-01 4.39154299e-01 1.89553447e-02 4.63432835e-02
1.86789421e-01 -4.13600907e-02 -5.22153737e-01 -3.62908341e-02
7.54505179e-02 3.00828064e-01]
[ -1.57272268e-02 -2.86979858e-01 -2.35600603e-01 4.07558944e-02
-2.11325474e-02 1.60673912e-01 1.18190968e-01 5.61882474e-02
2.68502441e-02 1.27632491e-01]
[ 8.32368740e-04 1.69308014e-01 -1.42477189e-01 5.13124527e-02
5.23122983e-02 -1.82425799e-01 2.22579318e-02 -1.19273525e-01
-1.79036605e-01 2.11747102e-02]
[ -3.51272747e-01 -3.77781270e-01 -2.86036199e-01 1.62178815e-01
1.34465167e-01 4.22692066e-02 7.14613438e-02 -3.52171073e-02
-4.05501606e-04 2.93696005e-02]
[ -4.20332369e-03 -1.73984081e-01 9.37062953e-03 9.14683457e-02
-1.83488979e-02 -7.06869220e-02 1.72828921e-01 -1.89871874e-01
1.86196977e-01 3.14320641e-02]
[ 1.19314549e-01 -2.14099791e-01 3.59701356e-02 -6.01804441e-02
9.87996248e-02 -4.84160369e-02 4.88230603e-02 1.22069442e-01
8.01478781e-02 -1.56369536e-02]
[ -1.75949690e-01 -9.88561330e-02 -3.07700386e-01 -2.94855606e-02
1.60729112e-02 7.25269766e-02 -1.90747712e-01 -2.85507395e-02
2.53534254e-01 -1.33578186e-01]
[ 6.98836095e-02 -2.76396730e-01 9.38734000e-02 4.14323244e-02
9.84548969e-02 -1.14699985e-01 6.66702114e-02 -9.94843929e-02
1.98206585e-02 1.35647454e-01]
[ -8.09158367e-02 6.08968393e-02 -1.60587729e-03 -1.56633403e-01
4.68952381e-02 2.34480869e-02 1.04633135e-01 -1.02529473e-01
-2.16547118e-02 -1.28486887e-01]
[ -1.07785641e-01 -5.38332652e-02 -6.82130473e-02 -4.50495493e-03
3.53371786e-01 1.00034382e-01 1.92092282e-02 -1.56451798e-02
-1.65906982e-01 -2.04344983e-01]
[ -1.56450021e-01 5.22730026e-03 6.21736137e-02 2.24536097e-02
-1.73961743e-01 -2.19982265e-01 -1.79225683e-01 -1.96963308e-01
8.76352615e-02 1.74907295e-01]
[ -2.25588949e-01 -1.86193055e-01 1.16733077e-01 2.66101480e-01
-1.08854956e-01 -8.15299436e-02 -8.24995275e-02 -2.55463109e-01
-2.15352163e-01 -6.16732530e-03]
[ 1.21897867e-01 -5.99871698e-02 -1.49966691e-02 1.30139625e-01
-3.90823939e-02 -8.94775318e-02 1.19510335e-01 4.54196865e-03
3.98323024e-02 2.99755623e-02]
[ 3.70101802e-02 -4.90005638e-02 -2.11425096e-01 1.48440089e-01
-4.51096305e-02 8.70933171e-02 -8.00050802e-02 -1.98890925e-02
-9.38952017e-02 -4.31405406e-03]
[ -1.28566193e-01 -7.35724253e-02 -2.06803669e-01 1.45302917e-01
1.30918758e-02 1.37914013e-01 2.29946400e-02 -2.50645836e-01
6.03360161e-02 -2.10856181e-01]
[ -7.49914720e-02 -4.67996334e-02 2.73677458e-01 9.04933178e-02
1.47505291e-01 -5.89411177e-02 -1.14379611e-01 1.20368174e-01
6.46612708e-02 2.38242189e-02]
[ 5.24453000e-02 -2.28151261e-02 8.70124310e-02 8.77980064e-02
7.86244254e-02 -1.73018329e-02 2.46757902e-01 1.20625357e-01
-3.41707096e-02 -6.57919435e-02]
[ 3.72609462e-03 -1.60655674e-01 -2.92251119e-01 -5.41682605e-02
2.25342924e-01 -8.94282400e-02 1.82074684e-01 1.63979409e-01
1.03206586e-01 -3.48823474e-02]
[ 5.07361998e-02 -1.59783833e-03 -1.18105981e-01 4.12030947e-02
-8.23309820e-02 3.24219755e-01 2.55673022e-01 2.05258212e-01
-1.64813058e-01 -6.13095716e-02]
[ 8.72735556e-03 -8.49819638e-03 1.24118240e-01 1.12026860e-01
-2.90667677e-02 1.03862644e-01 -1.63235157e-01 -4.08150110e-02
2.15176370e-01 8.47672855e-02]
[ 1.01054336e-01 5.98954925e-02 -5.14705008e-02 -1.13160946e-01
-6.87477361e-02 -3.26020564e-01 1.27117688e-01 8.14700815e-03
1.33199137e-01 7.81983995e-02]
[ -9.89096769e-02 1.07851569e-02 -1.56207152e-02 2.19977695e-02
1.04655882e-02 -2.02994711e-01 -9.11895248e-02 -1.98375887e-02
1.41765078e-02 1.28201813e-01]
[ -1.39705571e-01 -5.24718098e-02 -1.95157712e-01 2.38250275e-03
-2.73669101e-01 -6.49071513e-03 -2.43669259e-02 -2.30943342e-02
8.04011406e-03 6.95697768e-02]
[ -2.47919944e-02 -5.05636279e-02 -7.22306987e-02 -1.20970341e-01
5.11959548e-01 2.74056121e-01 5.23460265e-01 1.13560547e-01
-1.76662781e-01 -3.65922952e-01]
[ -9.82235606e-03 -3.35983774e-01 -2.65987187e-02 -6.50690059e-02
6.36902361e-01 9.86018180e-02 4.78071615e-01 9.19759726e-02
3.49271476e-02 -3.70913318e-01]
[ 1.48635443e-02 -3.99596813e-01 -4.13036640e-02 -1.03590464e-01
6.66099966e-01 2.26151342e-02 4.54235888e-01 4.90615617e-02
-3.59488539e-01 -2.12081343e-01]
[ -1.55437810e-01 -5.33046807e-01 -3.19304378e-03 -1.86148119e-01
7.14862518e-01 -9.55244214e-02 5.63286344e-01 -8.13592823e-02
-5.45364050e-02 9.70028764e-02]
[ -2.78790223e-01 -3.42954165e-01 6.01048846e-02 -3.56264313e-02
8.87345630e-01 1.38760707e-01 3.66413531e-01 4.85614319e-02
-7.98794998e-02 -1.23941456e-01]
[ -1.82991153e-01 -2.29270378e-01 2.59371090e-01 -2.18909787e-01
5.88428062e-01 -5.18318318e-02 6.15354795e-01 1.48342372e-02
-2.37295351e-01 -4.90632209e-03]
[ -1.13127158e-01 -1.71781896e-01 -1.73381692e-01 -8.07553342e-02
4.26648542e-01 -2.36325963e-01 1.27511701e-01 1.70576393e-01
6.03064300e-03 -9.79004957e-02]
[ 1.27796906e-01 2.71897848e-01 1.71828684e-01 -6.72755721e-02
-1.49405776e-01 4.21554909e-02 -1.84832750e-01 2.84890205e-01
9.24530835e-02 1.96719517e-01]
[ 3.41226080e-01 2.86916035e-01 -8.77060875e-02 3.05025736e-01
-8.74199636e-01 -2.83772661e-01 -4.47710837e-01 1.77245849e-01
3.71493001e-01 -5.05507030e-02]
[ 5.31224704e-02 1.58070602e-01 2.55596073e-01 2.59875417e-01
-8.46781330e-02 -1.98338373e-01 -1.94775351e-01 -1.32348725e-01
-1.32834524e-01 -2.78247609e-01]
[ 2.43164098e-02 -5.18431869e-02 -1.18068682e-01 -5.35972480e-02
2.49103928e-01 4.15722573e-02 -8.81053092e-03 -1.84247012e-01
3.49939268e-02 2.09603672e-01]
[ 4.43582675e-04 -5.59279815e-02 -6.65534009e-02 -5.06954791e-02
-1.43163135e-02 -1.75632039e-01 8.96760084e-02 1.01886877e-02
3.75117914e-02 7.99115026e-03]
[ 2.38311062e-02 5.28363585e-02 2.42641898e-01 6.74975445e-02
-2.05545926e-01 -1.31840054e-01 1.29008803e-01 3.94880702e-02
-1.90995118e-01 1.03453853e-01]
[ 6.25913861e-02 4.67116187e-03 1.03854337e-01 -4.49242546e-03
-2.00132290e-01 7.36413939e-02 9.32428209e-02 -2.71253082e-01
-2.63407626e-02 -1.00258155e-01]
[ -1.83106957e-02 6.80685414e-02 8.14438895e-02 -3.90807484e-02
-4.63937683e-03 1.84591476e-01 1.20491025e-01 1.18109656e-01
-2.82460776e-02 1.65317361e-01]
[ 2.10805031e-01 3.72630408e-02 2.40871983e-02 6.73606766e-02
9.72269093e-02 -1.75502233e-02 -1.30354957e-01 1.47681567e-01
-6.52008873e-02 -3.25832459e-02]
[ 3.01130919e-02 -5.04281833e-02 1.15429699e-02 2.43063601e-02
-3.54796497e-01 -1.17422491e-01 -1.72504877e-01 4.04059013e-02
1.07697399e-01 1.79482396e-01]
[ 2.62175760e-02 5.12541783e-01 1.12812050e-01 3.87393398e-01
-1.01289678e+00 -2.99223736e-01 -6.05459042e-01 -7.40983007e-02
2.66627734e-01 3.11392052e-01]
[ 1.73646763e-01 5.11195178e-01 6.06569021e-02 4.09512872e-01
-8.17594217e-01 -8.11868611e-02 -4.45193308e-01 1.50378330e-01
1.96617884e-01 4.82250464e-01]
[ 2.58317800e-01 2.95366171e-01 2.45413781e-01 1.41719666e-01
-3.94112176e-01 8.18956939e-02 -2.06038801e-01 1.62620125e-01
2.35987876e-01 7.52091417e-02]
[ -7.49431085e-02 2.11569607e-01 2.41007976e-01 1.36120038e-02
-2.72897036e-02 1.31836930e-01 -9.17369593e-02 -1.51849404e-02
-3.54668721e-02 4.87164982e-02]
[ -9.81487732e-02 -9.28640656e-03 2.47496711e-02 9.19679040e-02
-4.74954586e-02 1.16632388e-01 2.59979115e-01 2.03114087e-02
-2.75877328e-01 -9.46153959e-02]
[ -2.18154472e-01 -1.63466210e-02 -9.23780075e-02 -3.42368546e-01
1.74831111e-01 1.19404779e-01 9.74050554e-02 1.03708443e-01
-2.06229256e-01 3.39825732e-02]
[ 1.68434202e-02 -3.53656501e-01 -1.24095894e-01 -1.53094398e-01
3.45824420e-01 2.35704282e-02 1.54619465e-01 1.53138317e-01
-1.58371801e-01 -2.11303039e-01]
[ 1.41714463e-01 -1.69484093e-01 -1.41619895e-01 -5.63082160e-03
1.34971963e-01 -5.86464498e-02 3.37812526e-03 -1.48997138e-01
1.29481353e-01 -1.13981673e-01]
[ -1.17580689e-01 1.38086047e-01 2.59429191e-01 -1.87798082e-02
1.60456917e-01 8.65925586e-02 -8.89565835e-03 -2.98420861e-01
-1.19216816e-01 -5.95293618e-02]
[ -3.52448693e-01 7.85959590e-02 1.05384224e-02 -3.36048062e-02
1.54036812e-01 -1.69118797e-01 -2.71409330e-02 2.34659743e-01
-9.51057472e-02 7.39541131e-02]
[ 1.51072163e-01 9.87812137e-02 -2.36487142e-01 -8.76696156e-02
1.07083209e-01 -2.94054199e-01 1.27574300e-02 -1.67849737e-01
-4.14845428e-04 -1.85815550e-01]
[ 2.04531060e-01 -1.64564363e-01 5.86195238e-02 -3.45094134e-02
1.00563791e-01 -2.84238310e-02 1.38146374e-02 -1.37520807e-01
1.03382641e-01 -1.90515291e-01]
[ -1.07782359e-01 -4.60569016e-02 1.19619722e-01 1.04381834e-01
4.76868988e-02 -1.10565151e-01 2.47818235e-01 -7.75211452e-02
1.82036574e-01 -7.73826719e-03]
[ 1.49674499e-02 -1.42630547e-01 2.11305626e-01 -2.24378161e-01
3.87238743e-02 1.08301899e-01 2.14671890e-02 -1.13772169e-01
3.45257456e-02 2.43575920e-01]]
[[ 0.56351901]
[ 1.43397356]
[ 0.27156917]
[ 0.81454246]
[-2.54953389]
[-0.2768552 ]
[-1.51957495]
[ 0.04100132]
[ 0.62794972]
[ 0.85327637]]
Progress: 21.6% ... Training loss: 0.302 ... Validation loss: 0.488[[ 1.57671603e-01 2.03984146e-01 -1.12112046e-01 1.01306680e-01
-4.99689427e-01 -6.80842351e-02 -5.12706224e-02 1.23409279e-01
-7.61610186e-02 1.84337905e-01]
[ 1.26446122e-02 1.60790887e-01 -2.09495330e-02 3.78700561e-02
1.05685546e-01 -4.70202345e-03 3.07259684e-01 4.11138041e-02
1.36820417e-01 -3.21746806e-02]
[ 1.78741923e-01 4.38218483e-01 1.87177940e-02 4.52138147e-02
1.89863990e-01 -4.10749810e-02 -5.20798825e-01 -3.63347226e-02
7.48099625e-02 3.00401900e-01]
[ -1.63905201e-02 -2.89050790e-01 -2.35930740e-01 3.97322848e-02
-1.56943532e-02 1.60986067e-01 1.20341082e-01 5.61456497e-02
2.58286035e-02 1.26876536e-01]
[ -8.03495833e-04 1.64991933e-01 -1.43377115e-01 4.86953447e-02
5.81347193e-02 -1.81497632e-01 2.74934301e-02 -1.19410912e-01
-1.80774242e-01 1.81329806e-02]
[ -3.51054812e-01 -3.77716432e-01 -2.85964702e-01 1.62408922e-01
1.33509612e-01 4.21453111e-02 7.14320552e-02 -3.52014311e-02
-1.78387189e-04 2.94738450e-02]
[ -3.77212538e-03 -1.72685163e-01 9.57208684e-03 9.20725524e-02
-2.01663629e-02 -7.08546793e-02 1.71376943e-01 -1.89842932e-01
1.86704597e-01 3.23247245e-02]
[ 1.18460991e-01 -2.16451195e-01 3.55514426e-02 -6.14387611e-02
1.02977695e-01 -4.80429892e-02 5.12876991e-02 1.22010710e-01
7.90853305e-02 -1.66548188e-02]
[ -1.75235730e-01 -9.76458394e-02 -3.07347540e-01 -2.84428502e-02
1.32479087e-02 7.21730123e-02 -1.92006539e-01 -2.85004853e-02
2.54193098e-01 -1.32656361e-01]
[ 6.97299784e-02 -2.76894872e-01 9.38092038e-02 4.10674390e-02
9.92894487e-02 -1.14634846e-01 6.73542938e-02 -9.94963350e-02
1.95725468e-02 1.35636656e-01]
[ -8.05524716e-02 6.12224728e-02 -1.45685072e-03 -1.56070700e-01
4.54197845e-02 2.32579025e-02 1.03995195e-01 -1.02503646e-01
-2.13946075e-02 -1.27954331e-01]
[ -1.07485838e-01 -5.34381117e-02 -6.80907705e-02 -4.08406548e-03
3.52592735e-01 9.98868577e-02 1.88876304e-02 -1.56229255e-02
-1.65587943e-01 -2.03965877e-01]
[ -1.56450021e-01 5.22730026e-03 6.21736137e-02 2.24536097e-02
-1.73961743e-01 -2.19982265e-01 -1.79225683e-01 -1.96963308e-01
8.76352615e-02 1.74907295e-01]
[ -2.25531833e-01 -1.86146802e-01 1.16752073e-01 2.66204769e-01
-1.09150121e-01 -8.15713274e-02 -8.26499850e-02 -2.55458924e-01
-2.15278114e-01 -6.07588808e-03]
[ 1.21518302e-01 -6.12383612e-02 -1.51895861e-02 1.29653325e-01
-3.78124224e-02 -8.93015974e-02 1.20808285e-01 4.51588722e-03
3.94021767e-02 2.93890443e-02]
[ 3.77635541e-02 -4.71557472e-02 -2.11078232e-01 1.49380500e-01
-4.80619991e-02 8.67240322e-02 -8.18134958e-02 -1.98353346e-02
-9.30611142e-02 -3.36134302e-03]
[ -1.27968337e-01 -7.20961598e-02 -2.06533841e-01 1.46162791e-01
1.05302004e-02 1.37628389e-01 2.12716107e-02 -2.50605962e-01
6.10057057e-02 -2.09941793e-01]
[ -7.50155820e-02 -4.67821195e-02 2.73682402e-01 9.04710118e-02
1.47296673e-01 -5.88883853e-02 -1.14482811e-01 1.20366800e-01
6.46554996e-02 2.39746723e-02]
[ 5.18722395e-02 -2.42277093e-02 8.67145987e-02 8.68837584e-02
8.17986024e-02 -1.70063714e-02 2.48432628e-01 1.20583596e-01
-3.48517371e-02 -6.65500703e-02]
[ 3.58110829e-03 -1.61099539e-01 -2.92337879e-01 -5.43938639e-02
2.25710277e-01 -8.93906767e-02 1.82381141e-01 1.63970312e-01
1.03047703e-01 -3.50841005e-02]
[ 5.01738392e-02 -3.24110604e-03 -1.18406653e-01 4.03013883e-02
-7.96047654e-02 3.24521476e-01 2.57402434e-01 2.05213429e-01
-1.65498871e-01 -6.22001870e-02]
[ 9.24634565e-03 -7.14652587e-03 1.24447426e-01 1.12933435e-01
-3.14003568e-02 1.03547998e-01 -1.64361237e-01 -4.07711990e-02
2.15680785e-01 8.57111204e-02]
[ 1.01447269e-01 6.06476562e-02 -5.12933952e-02 -1.12587638e-01
-6.98794214e-02 -3.26216648e-01 1.26210598e-01 8.17541233e-03
1.33559055e-01 7.87564675e-02]
[ -9.88378581e-02 1.08794768e-02 -1.55885859e-02 2.21017077e-02
1.01637337e-02 -2.03030520e-01 -9.13510869e-02 -1.98322863e-02
1.42571968e-02 1.28306830e-01]
[ -1.39904041e-01 -5.30812612e-02 -1.95251476e-01 2.06397945e-03
-2.72841816e-01 -6.38386637e-03 -2.36710893e-02 -2.31104351e-02
7.80991819e-03 6.91917447e-02]
[ -2.48001965e-02 -5.06845249e-02 -7.22406480e-02 -1.20986232e-01
5.11990955e-01 2.74060246e-01 5.23561855e-01 1.13560022e-01
-1.76674883e-01 -3.65977889e-01]
[ -1.00438338e-02 -3.36744777e-01 -2.67158026e-02 -6.54407301e-02
6.37929678e-01 9.87252937e-02 4.78785930e-01 9.19584092e-02
3.46481938e-02 -3.71270074e-01]
[ 1.46654086e-02 -4.00294976e-01 -4.14186940e-02 -1.03892415e-01
6.67061640e-01 2.27196046e-02 4.54952636e-01 4.90469157e-02
-3.59745393e-01 -2.12405454e-01]
[ -1.55378346e-01 -5.33027698e-01 -3.16971947e-03 -1.86053848e-01
7.14645036e-01 -9.55552173e-02 5.63254188e-01 -8.13546001e-02
-5.44642506e-02 9.71260098e-02]
[ -2.78715929e-01 -3.42795418e-01 6.01435491e-02 -3.55089035e-02
8.87081042e-01 1.38722263e-01 3.66230840e-01 4.85672436e-02
-7.97903572e-02 -1.23819028e-01]
[ -1.83694632e-01 -2.30953807e-01 2.59032813e-01 -2.19895080e-01
5.91568242e-01 -5.14914511e-02 6.17086359e-01 1.47832062e-02
-2.38077097e-01 -5.87674268e-03]
[ -1.13231093e-01 -1.71990126e-01 -1.73431213e-01 -8.09064954e-02
4.27060497e-01 -2.36274606e-01 1.27783687e-01 1.70568722e-01
5.92063457e-03 -9.80579859e-02]
[ 1.27547764e-01 2.71288124e-01 1.71688459e-01 -6.77009596e-02
-1.48042111e-01 4.23032333e-02 -1.84076457e-01 2.84870005e-01
9.20955153e-02 1.96389344e-01]
[ 3.41833893e-01 2.88541662e-01 -8.73675263e-02 3.06019273e-01
-8.76600368e-01 -2.84129824e-01 -4.49572321e-01 1.77294626e-01
3.72121488e-01 -4.95558683e-02]
[ 5.31695847e-02 1.58196127e-01 2.55620479e-01 2.59939853e-01
-8.48989448e-02 -1.98357139e-01 -1.94902319e-01 -1.32345053e-01
-1.32783863e-01 -2.78172650e-01]
[ 2.39411734e-02 -5.27062613e-02 -1.18221625e-01 -5.40950402e-02
2.50422339e-01 4.17213422e-02 -7.87284182e-03 -1.84270719e-01
3.46121020e-02 2.09109857e-01]
[ 7.58074439e-04 -5.51636680e-02 -6.64001249e-02 -5.02070071e-02
-1.61357962e-02 -1.75771270e-01 8.88572384e-02 1.02124677e-02
3.79145766e-02 8.47576141e-03]
[ 2.47276761e-02 5.50903648e-02 2.43044664e-01 6.87789238e-02
-2.09301005e-01 -1.32275122e-01 1.26518530e-01 3.95487837e-02
-1.90007329e-01 1.04785358e-01]
[ 6.25573683e-02 4.59801971e-03 1.03837307e-01 -4.55478553e-03
-1.99907868e-01 7.36528975e-02 9.33166261e-02 -2.71256456e-01
-2.63803863e-02 -1.00300048e-01]
[ -1.87572363e-02 6.70119679e-02 8.12170063e-02 -3.97666114e-02
-2.58834965e-03 1.84819602e-01 1.21731354e-01 1.18075594e-01
-2.87741417e-02 1.64649806e-01]
[ 2.10723470e-01 3.70360299e-02 2.40505052e-02 6.72245482e-02
9.76408628e-02 -1.75032486e-02 -1.30100015e-01 1.47674621e-01
-6.52987526e-02 -3.27290413e-02]
[ 3.04322663e-02 -4.96495134e-02 1.16945997e-02 2.47727277e-02
-3.56272326e-01 -1.17579193e-01 -1.73227416e-01 4.04282510e-02
1.08033835e-01 1.79988616e-01]
[ 2.68941997e-02 5.14142783e-01 1.13120722e-01 3.88344687e-01
-1.01538848e+00 -2.99540551e-01 -6.07003643e-01 -7.40498809e-02
2.67359976e-01 3.12347824e-01]
[ 1.73706451e-01 5.10880019e-01 6.06889594e-02 4.09459860e-01
-8.17903117e-01 -8.12140169e-02 -4.44914712e-01 1.50379779e-01
1.96645123e-01 4.82169720e-01]
[ 2.58518255e-01 2.95859827e-01 2.45516039e-01 1.42051172e-01
-3.95128007e-01 8.17746608e-02 -2.06515397e-01 1.62637634e-01
2.36216971e-01 7.55454437e-02]
[ -7.49818574e-02 2.11481414e-01 2.40995014e-01 1.35560674e-02
-2.71540906e-02 1.31857036e-01 -9.16486934e-02 -1.51869098e-02
-3.55041865e-02 4.86768512e-02]
[ -9.83130806e-02 -9.71151339e-03 2.46711529e-02 9.17320827e-02
-4.67328977e-02 1.16713340e-01 2.60427800e-01 2.02992395e-02
-2.76062511e-01 -9.48470386e-02]
[ -2.18139902e-01 -1.63266310e-02 -9.23712510e-02 -3.42352856e-01
1.74818014e-01 1.19401136e-01 9.73678108e-02 1.03709540e-01
-2.06215616e-01 3.40286628e-02]
[ 1.67074799e-02 -3.54144793e-01 -1.24176043e-01 -1.53301845e-01
3.46545806e-01 2.36343751e-02 1.55022524e-01 1.53130061e-01
-1.58543333e-01 -2.11483048e-01]
[ 1.42128322e-01 -1.68955084e-01 -1.41434079e-01 -4.90599366e-03
1.32161971e-01 -5.88134791e-02 2.67549539e-03 -1.48971810e-01
1.29939289e-01 -1.13468255e-01]
[ -1.16409736e-01 1.40747605e-01 2.59974537e-01 -1.72068767e-02
1.55998715e-01 8.59895501e-02 -1.16688664e-02 -2.98332405e-01
-1.17938588e-01 -5.79231897e-02]
[ -3.52789228e-01 7.76312920e-02 1.03669104e-02 -3.41839818e-02
1.56109367e-01 -1.68952914e-01 -2.60335644e-02 2.34634461e-01
-9.55358153e-02 7.34871659e-02]
[ 1.50277333e-01 9.65874281e-02 -2.36897728e-01 -8.88898657e-02
1.10762773e-01 -2.93662605e-01 1.49630315e-02 -1.67907267e-01
-1.32934413e-03 -1.87040646e-01]
[ 2.05090940e-01 -1.62793851e-01 5.89544708e-02 -3.35487347e-02
9.81479259e-02 -2.87639780e-02 1.21971326e-02 -1.37471297e-01
1.03972297e-01 -1.89476680e-01]
[ -1.08077755e-01 -4.69656129e-02 1.19471423e-01 1.03892881e-01
4.90720962e-02 -1.10420238e-01 2.48708743e-01 -7.75446541e-02
1.81667407e-01 -8.23979542e-03]
[ 1.47630556e-02 -1.43301817e-01 2.11177019e-01 -2.24729513e-01
3.98506664e-02 1.08437123e-01 2.20815983e-02 -1.13793004e-01
3.42446892e-02 2.43512156e-01]]
[[ 0.56561222]
[ 1.43726288]
[ 0.27412547]
[ 0.81823719]
[-2.552684 ]
[-0.27508562]
[-1.52076977]
[ 0.04166535]
[ 0.63188202]
[ 0.85512555]]
Progress: 21.6% ... Training loss: 0.301 ... Validation loss: 0.484[[ 1.58733096e-01 2.06519776e-01 -1.11609276e-01 1.02547880e-01
-5.02785075e-01 -6.84903873e-02 -5.37296911e-02 1.23479607e-01
-7.51338267e-02 1.85655903e-01]
[ 1.26494267e-02 1.60812697e-01 -2.09518247e-02 3.78772569e-02
1.05653200e-01 -4.70994441e-03 3.07255784e-01 4.11141391e-02
1.36813972e-01 -3.21960557e-02]
[ 1.78105576e-01 4.37558619e-01 1.82780840e-02 4.34029807e-02
1.94292436e-01 -4.04938509e-02 -5.19789508e-01 -3.64172393e-02
7.35545550e-02 2.98643659e-01]
[ -1.55925281e-02 -2.87433699e-01 -2.35476519e-01 4.13038455e-02
-2.05503641e-02 1.60549902e-01 1.18433187e-01 5.62241487e-02
2.69109869e-02 1.28573676e-01]
[ -3.21248026e-03 1.59835454e-01 -1.44535575e-01 4.55042562e-02
6.73616009e-02 -1.80591421e-01 3.37487908e-02 -1.19572088e-01
-1.83286335e-01 1.47129931e-02]
[ -3.50892221e-01 -3.78050886e-01 -2.85860478e-01 1.62818798e-01
1.32322752e-01 4.19690149e-02 7.16726072e-02 -3.51818700e-02
8.12557138e-05 2.97419319e-02]
[ -1.06845942e-03 -1.66261977e-01 1.08764147e-02 9.58302662e-02
-3.11125502e-02 -7.20830196e-02 1.64505303e-01 -1.89647426e-01
1.89675403e-01 3.61390751e-02]
[ 1.17390889e-01 -2.18962381e-01 3.50387670e-02 -6.31211280e-02
1.07995911e-01 -4.74990572e-02 5.41393401e-02 1.21924388e-01
7.77870089e-02 -1.83112392e-02]
[ -1.74050087e-01 -9.49852659e-02 -3.06777509e-01 -2.67171966e-02
8.44421904e-03 7.16050185e-02 -1.94854677e-01 -2.84125099e-02
2.55449459e-01 -1.30885546e-01]
[ 7.23369602e-02 -2.70958562e-01 9.50512958e-02 4.46375256e-02
8.91012046e-02 -1.15832209e-01 6.12807501e-02 -9.93144492e-02
2.23388280e-02 1.39192119e-01]
[ -8.01082595e-02 6.18377620e-02 -1.21155046e-03 -1.55365275e-01
4.35504243e-02 2.30081022e-02 1.03208627e-01 -1.02466114e-01
-2.09141333e-02 -1.27233087e-01]
[ -1.07555235e-01 -5.37515900e-02 -6.81122554e-02 -4.14870128e-03
3.52731818e-01 9.99053220e-02 1.91201571e-02 -1.56256225e-02
-1.65646210e-01 -2.04045752e-01]
[ -1.56450021e-01 5.22730026e-03 6.21736137e-02 2.24536097e-02
-1.73961743e-01 -2.19982265e-01 -1.79225683e-01 -1.96963308e-01
8.76352615e-02 1.74907295e-01]
[ -2.25649482e-01 -1.86654089e-01 1.16742321e-01 2.66166359e-01
-1.09230138e-01 -8.15473934e-02 -8.20633420e-02 -2.55463916e-01
-2.15362883e-01 -6.18942400e-03]
[ 1.21072650e-01 -6.26826283e-02 -1.53916224e-02 1.29072491e-01
-3.59040157e-02 -8.91720665e-02 1.22335356e-01 4.48749562e-03
3.89445404e-02 2.87080402e-02]
[ 3.89091629e-02 -4.44849094e-02 -2.10556623e-01 1.50981999e-01
-5.23190803e-02 8.62240863e-02 -8.47730394e-02 -1.97508075e-02
-9.17830333e-02 -1.66262678e-03]
[ -1.27056626e-01 -7.00146880e-02 -2.06070270e-01 1.47455519e-01
6.92730861e-03 1.37175396e-01 1.90387603e-02 -2.50541338e-01
6.20120905e-02 -2.08542024e-01]
[ -7.45486041e-02 -4.54342486e-02 2.73877504e-01 9.11951123e-02
1.44950089e-01 -5.91205266e-02 -1.15831323e-01 1.20401601e-01
6.52009258e-02 2.46084132e-02]
[ 5.25605896e-02 -2.29179736e-02 8.70521380e-02 8.76513138e-02
7.93034049e-02 -1.72518897e-02 2.46798935e-01 1.20627592e-01
-3.42081912e-02 -6.58061469e-02]
[ 3.78534993e-03 -1.60550731e-01 -2.92239935e-01 -5.41051329e-02
2.24866326e-01 -8.94802964e-02 1.81917055e-01 1.63981894e-01
1.03262160e-01 -3.48081018e-02]
[ 4.97974363e-02 -4.21388439e-03 -1.18592035e-01 3.97210447e-02
-7.79502834e-02 3.24717752e-01 2.58436096e-01 2.05185034e-01
-1.65944779e-01 -6.27760566e-02]
[ 8.69118713e-03 -8.27652654e-03 1.24186507e-01 1.12126157e-01
-2.89851476e-02 1.03793929e-01 -1.62867931e-01 -4.08104826e-02
2.15034473e-01 8.49302814e-02]
[ 1.01915101e-01 6.17537404e-02 -5.10682098e-02 -1.11925946e-01
-7.17178641e-02 -3.26424481e-01 1.25018646e-01 8.20937228e-03
1.34035115e-01 7.94491383e-02]
[ -9.82974462e-02 1.20112013e-02 -1.53320143e-02 2.29017378e-02
7.98486449e-03 -2.03300366e-01 -9.26859743e-02 -1.97921434e-02
1.48553014e-02 1.29133005e-01]
[ -1.39852513e-01 -5.29853399e-02 -1.95225004e-01 2.14538453e-03
-2.73095400e-01 -6.41033896e-03 -2.37738344e-02 -2.31062852e-02
7.87097268e-03 6.92688313e-02]
[ -2.49705991e-02 -5.11491865e-02 -7.23242556e-02 -1.21233579e-01
5.12743820e-01 2.74144341e-01 5.24028438e-01 1.13547605e-01
-1.76865939e-01 -3.66242589e-01]
[ -1.01339171e-02 -3.36976815e-01 -2.67602518e-02 -6.55737523e-02
6.38298537e-01 9.87713357e-02 4.79055015e-01 9.19515409e-02
3.45520783e-02 -3.71411849e-01]
[ 1.50207479e-02 -4.00012954e-01 -4.12642751e-02 -1.03375919e-01
6.65572286e-01 2.25439119e-02 4.54448156e-01 4.90718302e-02
-3.59338689e-01 -2.11883237e-01]
[ -1.55634726e-01 -5.33873284e-01 -3.26247038e-03 -1.86341361e-01
7.15517343e-01 -9.54622543e-02 5.64120640e-01 -8.13709492e-02
-5.46972357e-02 9.68401737e-02]
[ -2.79098795e-01 -3.43708663e-01 5.99565326e-02 -3.60587796e-02
8.88619126e-01 1.38902447e-01 3.67189025e-01 4.85398484e-02
-8.02160179e-02 -1.24369268e-01]
[ -1.83564436e-01 -2.30782135e-01 2.59117864e-01 -2.19641899e-01
5.90822639e-01 -5.15743239e-02 6.16862146e-01 1.47962731e-02
-2.37891985e-01 -5.60688525e-03]
[ -1.13675811e-01 -1.73017256e-01 -1.73625904e-01 -8.15534726e-02
4.29070119e-01 -2.36055897e-01 1.28980091e-01 1.70536017e-01
5.42754660e-03 -9.87284468e-02]
[ 1.28271118e-01 2.73175001e-01 1.72046065e-01 -6.66185594e-02
-1.51367156e-01 4.19492065e-02 -1.86044719e-01 2.84925405e-01
9.29195724e-02 1.97488855e-01]
[ 3.42495630e-01 2.90295612e-01 -8.70381335e-02 3.07022521e-01
-8.78906684e-01 -2.84496981e-01 -4.51296515e-01 1.77345920e-01
3.72849912e-01 -4.85640164e-02]
[ 5.30948622e-02 1.57954310e-01 2.55587787e-01 2.59829375e-01
-8.46302800e-02 -1.98323780e-01 -1.94658977e-01 -1.32350283e-01
-1.32866234e-01 -2.78298648e-01]
[ 2.44165699e-02 -5.14612738e-02 -1.17986801e-01 -5.33819432e-02
2.48323878e-01 4.14803126e-02 -9.19707175e-03 -1.84236144e-01
3.51317535e-02 2.09803050e-01]
[ 6.13941516e-04 -5.54556567e-02 -6.64536564e-02 -5.04145070e-02
-1.54795421e-02 -1.75700503e-01 8.91792551e-02 1.02016970e-02
3.77529711e-02 8.25957350e-03]
[ 2.50935603e-02 5.59464786e-02 2.43203571e-01 6.92566878e-02
-2.10644980e-01 -1.32428115e-01 1.25592558e-01 3.95687399e-02
-1.89658731e-01 1.05341231e-01]
[ 6.27537623e-02 5.01312023e-03 1.03878429e-01 -4.37083959e-03
-2.00439037e-01 7.35959586e-02 9.28342185e-02 -2.71249943e-01
-2.62240030e-02 -1.00150184e-01]
[ -1.90009353e-02 6.65119326e-02 8.10987867e-02 -4.01186747e-02
-1.52959831e-03 1.84931835e-01 1.22328356e-01 1.18058236e-01
-2.90467461e-02 1.64339927e-01]
[ 2.10284087e-01 3.58770353e-02 2.38226465e-02 6.64830512e-02
9.97023709e-02 -1.72699725e-02 -1.28939968e-01 1.47637084e-01
-6.58609806e-02 -3.34932034e-02]
[ 3.08041104e-02 -4.87246298e-02 1.18701503e-02 2.52637919e-02
-3.57821609e-01 -1.17734019e-01 -1.74201655e-01 4.04538887e-02
1.08429064e-01 1.80518347e-01]
[ 2.80020942e-02 5.16499813e-01 1.13663847e-01 3.89869509e-01
-1.01985767e+00 -3.00020769e-01 -6.09381565e-01 -7.39674340e-02
2.68555139e-01 3.13817327e-01]
[ 1.74150264e-01 5.12013928e-01 6.09165517e-02 4.10086863e-01
-8.19786315e-01 -8.14326097e-02 -4.46029633e-01 1.50415144e-01
1.97117303e-01 4.82839411e-01]
[ 2.58363955e-01 2.95579409e-01 2.45466146e-01 1.41863977e-01
-3.94490631e-01 8.18312574e-02 -2.06217964e-01 1.62629452e-01
2.36071288e-01 7.53130821e-02]
[ -7.49592917e-02 2.11575340e-01 2.41003304e-01 1.35895846e-02
-2.72260965e-02 1.31846156e-01 -9.17002499e-02 -1.51850015e-02
-3.54779656e-02 4.86952600e-02]
[ -9.80284897e-02 -9.01495436e-03 2.48144802e-02 9.21560528e-02
-4.80374825e-02 1.16565404e-01 2.59689017e-01 2.03222171e-02
-2.75729615e-01 -9.44060775e-02]
[ -2.18116581e-01 -1.62775872e-02 -9.23601598e-02 -3.42320576e-01
1.74719262e-01 1.19392374e-01 9.73126684e-02 1.03711216e-01
-2.06191841e-01 3.40619116e-02]
[ 1.69276351e-02 -3.53816832e-01 -1.24095723e-01 -1.52990290e-01
3.45619932e-01 2.35293787e-02 1.54484713e-01 1.53145860e-01
-1.58305843e-01 -2.11168528e-01]
[ 1.42474233e-01 -1.68327711e-01 -1.41268353e-01 -4.42208638e-03
1.30998006e-01 -5.89642667e-02 2.02768626e-03 -1.48947609e-01
1.30305382e-01 -1.12968848e-01]
[ -1.16173315e-01 1.41165648e-01 2.60106658e-01 -1.67571366e-02
1.54923360e-01 8.58429489e-02 -1.21262447e-02 -2.98311506e-01
-1.17662873e-01 -5.75363268e-02]
[ -3.52034708e-01 7.94710312e-02 1.07292722e-02 -3.32047710e-02
1.53726860e-01 -1.69255634e-01 -2.77385923e-02 2.34688702e-01
-9.47315513e-02 7.45101074e-02]
[ 1.50676229e-01 9.72421675e-02 -2.36675705e-01 -8.82491255e-02
1.08712878e-01 -2.93855326e-01 1.40601351e-02 -1.67872538e-01
-8.32291007e-04 -1.86430258e-01]
[ 2.05246012e-01 -1.62547511e-01 5.90172816e-02 -3.35880015e-02
9.83262375e-02 -2.87892113e-02 1.18796203e-02 -1.37469445e-01
1.03969748e-01 -1.89446096e-01]
[ -1.07369932e-01 -4.52665622e-02 1.19835501e-01 1.04927778e-01
4.58477809e-02 -1.10771133e-01 2.46908212e-01 -7.74895060e-02
1.82440620e-01 -7.19903743e-03]
[ 1.51462108e-02 -1.42548982e-01 2.11333807e-01 -2.24067866e-01
3.76498697e-02 1.08177383e-01 2.12851680e-02 -1.13767353e-01
3.47193895e-02 2.44118046e-01]]
[[ 0.576234 ]
[ 1.44713197]
[ 0.28468 ]
[ 0.83137068]
[-2.54673456]
[-0.2656041 ]
[-1.51045237]
[ 0.05135867]
[ 0.64574851]
[ 0.86772346]]
Progress: 21.7% ... Training loss: 0.302 ... Validation loss: 0.480[[ 1.59523852e-01 2.08140281e-01 -1.11188098e-01 1.03618478e-01
-5.06222480e-01 -6.88147105e-02 -5.53668890e-02 1.23555456e-01
-7.41596449e-02 1.86657305e-01]
[ 1.26314567e-02 1.60776325e-01 -2.09565832e-02 3.78614434e-02
1.05741893e-01 -4.70321192e-03 3.07345167e-01 4.11129783e-02
1.36786730e-01 -3.22023850e-02]
[ 1.81610936e-01 4.46498818e-01 1.98759536e-02 4.80025437e-02
1.81451499e-01 -4.20466584e-02 -5.28944807e-01 -3.61053334e-02
7.73324821e-02 3.03400245e-01]
[ -1.75803510e-02 -2.92186451e-01 -2.36278180e-01 3.86571832e-02
-1.31367527e-02 1.61412742e-01 1.24065715e-01 5.60511551e-02
2.48102929e-02 1.25488024e-01]
[ -2.27792936e-03 1.61744387e-01 -1.44101035e-01 4.65391141e-02
6.42323715e-02 -1.80965278e-01 3.15187085e-02 -1.19496497e-01
-1.82231610e-01 1.56967725e-02]
[ -3.52128534e-01 -3.81329904e-01 -2.86370330e-01 1.61409416e-01
1.35853875e-01 4.24695071e-02 7.50807007e-02 -3.52769412e-02
-1.16044971e-03 2.81146095e-02]
[ -6.44700057e-04 -1.65224922e-01 1.11776650e-02 9.64907358e-02
-3.23551950e-02 -7.23086827e-02 1.63256764e-01 -1.89598841e-01
1.90216995e-01 3.67848885e-02]
[ 1.18178439e-01 -2.17114598e-01 3.54140908e-02 -6.19867625e-02
1.04287477e-01 -4.78517872e-02 5.24757621e-02 1.22000720e-01
7.87032863e-02 -1.72884157e-02]
[ -1.74399024e-01 -9.58812795e-02 -3.06941669e-01 -2.72237806e-02
9.94222909e-03 7.17709721e-02 -1.93883997e-01 -2.84447349e-02
2.55106354e-01 -1.31434107e-01]
[ 7.30509625e-02 -2.69118670e-01 9.54495574e-02 4.58204921e-02
8.52335903e-02 -1.16222307e-01 5.97295241e-02 -9.92366748e-02
2.33128787e-02 1.40326344e-01]
[ -7.99610014e-02 6.16768438e-02 -1.07955763e-03 -1.55116144e-01
4.34458754e-02 2.29472343e-02 1.03121424e-01 -1.02443528e-01
-2.07113292e-02 -1.27167626e-01]
[ -1.08790436e-01 -5.67207595e-02 -6.86399479e-02 -5.70192891e-03
3.56782035e-01 1.00444341e-01 2.22252420e-02 -1.57283617e-02
-1.66950006e-01 -2.05752684e-01]
[ -1.56450021e-01 5.22730026e-03 6.21736137e-02 2.24536097e-02
-1.73961743e-01 -2.19982265e-01 -1.79225683e-01 -1.96963308e-01
8.76352615e-02 1.74907295e-01]
[ -2.25315498e-01 -1.86169705e-01 1.16952168e-01 2.66827236e-01
-1.11151932e-01 -8.17459127e-02 -8.27691118e-02 -2.55423950e-01
-2.14883940e-01 -5.58976245e-03]
[ 1.20001598e-01 -6.52762686e-02 -1.59129256e-02 1.27588229e-01
-3.19711952e-02 -8.86720127e-02 1.25162769e-01 4.39067637e-03
3.77255569e-02 2.70907070e-02]
[ 3.72941659e-02 -4.81188333e-02 -2.11266659e-01 1.48802252e-01
-4.62178385e-02 8.69345350e-02 -8.08620978e-02 -1.98893525e-02
-9.35412633e-02 -3.94058018e-03]
[ -1.26988716e-01 -6.98361110e-02 -2.06033857e-01 1.47527911e-01
6.78540431e-03 1.37154218e-01 1.89742009e-02 -2.50536022e-01
6.20942591e-02 -2.08462551e-01]
[ -7.41685435e-02 -4.48183383e-02 2.74076244e-01 9.16963390e-02
1.44192250e-01 -5.92847458e-02 -1.16665328e-01 1.20434466e-01
6.56092279e-02 2.51837523e-02]
[ 5.39098667e-02 -1.95718609e-02 8.77394351e-02 8.97233500e-02
7.32882600e-02 -1.79275733e-02 2.43145279e-01 1.20763129e-01
-3.26109901e-02 -6.37585859e-02]
[ 4.38767382e-03 -1.59253174e-01 -2.91975668e-01 -5.32730401e-02
2.22119156e-01 -8.97298656e-02 1.80507777e-01 1.64033261e-01
1.03925504e-01 -3.40590385e-02]
[ 4.96227562e-02 -4.52677606e-03 -1.18676183e-01 3.94527464e-02
-7.72222626e-02 3.24795572e-01 2.58897632e-01 2.05169546e-01
-1.66138677e-01 -6.30424889e-02]
[ 8.69906113e-03 -8.19425283e-03 1.24215909e-01 1.12120092e-01
-2.89628926e-02 1.03787476e-01 -1.62564384e-01 -4.08054185e-02
2.15062080e-01 8.48831219e-02]
[ 1.01921165e-01 6.17249916e-02 -5.10721845e-02 -1.11919843e-01
-7.15905828e-02 -3.26419478e-01 1.24967958e-01 8.20955393e-03
1.34036186e-01 7.94531762e-02]
[ -9.85428351e-02 1.13933499e-02 -1.54355097e-02 2.25737626e-02
8.79530633e-03 -2.03191042e-01 -9.21006026e-02 -1.98137585e-02
1.46398242e-02 1.28784044e-01]
[ -1.39867831e-01 -5.30932942e-02 -1.95225447e-01 2.14587498e-03
-2.73155556e-01 -6.40931466e-03 -2.36780304e-02 -2.31064923e-02
7.87198297e-03 6.92642881e-02]
[ -2.50481400e-02 -5.13881968e-02 -7.23707104e-02 -1.21353861e-01
5.13087441e-01 2.74177342e-01 5.24256710e-01 1.13540590e-01
-1.76956221e-01 -3.66375062e-01]
[ -9.93167105e-03 -3.36668205e-01 -2.66559135e-02 -6.52438718e-02
6.37355154e-01 9.86667650e-02 4.78670919e-01 9.19717198e-02
3.47989512e-02 -3.71128673e-01]
[ 1.49834691e-02 -4.00238729e-01 -4.12838770e-02 -1.03430285e-01
6.65712305e-01 2.25638914e-02 4.54654178e-01 4.90692038e-02
-3.59392378e-01 -2.11945979e-01]
[ -1.55872424e-01 -5.34386168e-01 -3.37932580e-03 -1.86689932e-01
7.16495263e-01 -9.53513038e-02 5.64727595e-01 -8.13924636e-02
-5.49667614e-02 9.65333594e-02]
[ -2.78773764e-01 -3.43105556e-01 6.01454909e-02 -3.54871653e-02
8.87226498e-01 1.38719345e-01 3.66452216e-01 4.85749023e-02
-7.97663276e-02 -1.23816988e-01]
[ -1.83836957e-01 -2.31428458e-01 2.58987777e-01 -2.20026683e-01
5.91986473e-01 -5.14595530e-02 6.17535394e-01 1.47724208e-02
-2.38162301e-01 -6.00153677e-03]
[ -1.14123520e-01 -1.74111957e-01 -1.73838737e-01 -8.22199075e-02
4.30922728e-01 -2.35844045e-01 1.30217973e-01 1.70495635e-01
4.91581255e-03 -9.93528367e-02]
[ 1.28233214e-01 2.73188352e-01 1.72031317e-01 -6.66772565e-02
-1.51175989e-01 4.19650694e-02 -1.85999065e-01 2.84921315e-01
9.28760407e-02 1.97440726e-01]
[ 3.42823139e-01 2.90947967e-01 -8.69037532e-02 3.07392958e-01
-8.79684005e-01 -2.84619608e-01 -4.51993265e-01 1.77370393e-01
3.73117261e-01 -4.80899069e-02]
[ 5.27971465e-02 1.57293886e-01 2.55424615e-01 2.59364216e-01
-8.32120664e-02 -1.98182458e-01 -1.93882821e-01 -1.32379263e-01
-1.33234566e-01 -2.78791589e-01]
[ 2.41786658e-02 -5.20228466e-02 -1.18086225e-01 -5.37408626e-02
2.49436224e-01 4.15882194e-02 -8.55711029e-03 -1.84255866e-01
3.48420440e-02 2.09444588e-01]
[ 4.27339776e-04 -5.59678984e-02 -6.65561632e-02 -5.07135768e-02
-1.46086517e-02 -1.75610312e-01 8.96804510e-02 1.01832767e-02
3.75322658e-02 7.95490475e-03]
[ 2.48311675e-02 5.53058046e-02 2.43095664e-01 6.88791594e-02
-2.09513520e-01 -1.32310868e-01 1.26257046e-01 3.95457657e-02
-1.89955101e-01 1.04985463e-01]
[ 6.26482166e-02 4.80122229e-03 1.03820459e-01 -4.55926293e-03
-1.99847656e-01 7.36574618e-02 9.31009341e-02 -2.71264686e-01
-2.63446167e-02 -1.00312577e-01]
[ -1.90526609e-02 6.64149281e-02 8.10859854e-02 -4.01796553e-02
-1.36773596e-03 1.84949692e-01 1.22417601e-01 1.18054207e-01
-2.90963205e-02 1.64266292e-01]
[ 2.10911431e-01 3.76826332e-02 2.41397247e-02 6.74704069e-02
9.67357517e-02 -1.75799219e-02 -1.30770813e-01 1.47699143e-01
-6.51251191e-02 -3.24435229e-02]
[ 3.13562244e-02 -4.72509897e-02 1.21317082e-02 2.60999794e-02
-3.60350581e-01 -1.17992224e-01 -1.75630681e-01 4.05060472e-02
1.09052890e-01 1.81256534e-01]
[ 2.75508591e-02 5.15020238e-01 1.13456421e-01 3.89198414e-01
-1.01829947e+00 -2.99802966e-01 -6.07815797e-01 -7.40101252e-02
2.68013447e-01 3.12951546e-01]
[ 1.73758273e-01 5.10945451e-01 6.08267176e-02 4.09785226e-01
-8.19216260e-01 -8.12691872e-02 -4.45180160e-01 1.50397783e-01
1.96923349e-01 4.82393396e-01]
[ 2.58822398e-01 2.96880980e-01 2.45723571e-01 1.42587272e-01
-3.96717469e-01 8.15907017e-02 -2.07510986e-01 1.62676116e-01
2.36630058e-01 7.60080423e-02]
[ -7.43257181e-02 2.13103132e-01 2.41307566e-01 1.45067029e-02
-3.00175265e-02 1.31560519e-01 -9.32622685e-02 -1.51309575e-02
-3.47663883e-02 4.95402409e-02]
[ -9.82500381e-02 -9.57429195e-03 2.47031294e-02 9.18347812e-02
-4.70043958e-02 1.16673695e-01 2.60286295e-01 2.03018577e-02
-2.75989932e-01 -9.47357863e-02]
[ -2.18333252e-01 -1.68135573e-02 -9.24412136e-02 -3.42545636e-01
1.75446423e-01 1.19464628e-01 9.78186561e-02 1.03700449e-01
-2.06363463e-01 3.38328743e-02]
[ 1.69614160e-02 -3.53747184e-01 -1.24087136e-01 -1.52945028e-01
3.45481354e-01 2.35178641e-02 1.54429635e-01 1.53148380e-01
-1.58274761e-01 -2.11125539e-01]
[ 1.42112502e-01 -1.68681751e-01 -1.41425507e-01 -4.89498827e-03
1.32350929e-01 -5.88342182e-02 2.46794680e-03 -1.48980133e-01
1.29924566e-01 -1.13451248e-01]
[ -1.16022822e-01 1.41164264e-01 2.60190627e-01 -1.66469792e-02
1.55323570e-01 8.58079222e-02 -1.21131208e-02 -2.98300332e-01
-1.17572171e-01 -5.73203030e-02]
[ -3.52134243e-01 7.91951606e-02 1.07124773e-02 -3.32732247e-02
1.54099405e-01 -1.69245285e-01 -2.77131499e-02 2.34682366e-01
-9.47821185e-02 7.43147911e-02]
[ 1.50704530e-01 9.70283608e-02 -2.36554442e-01 -8.79518494e-02
1.07639171e-01 -2.93880070e-01 1.42035291e-02 -1.67852600e-01
-6.32787582e-04 -1.86383585e-01]
[ 2.04856548e-01 -1.63363314e-01 5.88839422e-02 -3.40858735e-02
9.97219072e-02 -2.86628130e-02 1.28619121e-02 -1.37493292e-01
1.03636396e-01 -1.90040992e-01]
[ -1.06347570e-01 -4.31033311e-02 1.20356299e-01 1.06448393e-01
4.14804785e-02 -1.11235965e-01 2.44718572e-01 -7.73940747e-02
1.83628611e-01 -5.69132723e-03]
[ 1.44218449e-02 -1.44341504e-01 2.10917628e-01 -2.25077817e-01
3.96475846e-02 1.08523243e-01 2.33369520e-02 -1.13833570e-01
3.38789865e-02 2.43113004e-01]]
[[ 0.57863537]
[ 1.45156893]
[ 0.28719567]
[ 0.83171705]
[-2.54639195]
[-0.2674038 ]
[-1.51341405]
[ 0.05168396]
[ 0.64695573]
[ 0.86905166]]
Progress: 21.8% ... Training loss: 0.302 ... Validation loss: 0.475[[ 1.60128082e-01 2.09673285e-01 -1.10821537e-01 1.04464957e-01
-5.07047490e-01 -6.90982638e-02 -5.70012602e-02 1.23618752e-01
-7.34668524e-02 1.87493206e-01]
[ 1.26314567e-02 1.60776325e-01 -2.09565832e-02 3.78614434e-02
1.05741893e-01 -4.70321192e-03 3.07345167e-01 4.11129783e-02
1.36786730e-01 -3.22023850e-02]
[ 1.84201687e-01 4.51807513e-01 2.12551247e-02 5.18139787e-02
1.68951370e-01 -4.31920003e-02 -5.35342181e-01 -3.58659378e-02
8.05158281e-02 3.07245119e-01]
[ -1.75295081e-02 -2.91388990e-01 -2.36231965e-01 3.83507444e-02
-1.12306700e-02 1.61505719e-01 1.23498744e-01 5.60326803e-02
2.47354347e-02 1.25708585e-01]
[ -3.56743448e-03 1.57544613e-01 -1.44750084e-01 4.49082271e-02
6.91009358e-02 -1.80455829e-01 3.52627921e-02 -1.19586199e-01
-1.83582631e-01 1.32880601e-02]
[ -3.54685796e-01 -3.87591234e-01 -2.87664220e-01 1.57781339e-01
1.46674219e-01 4.35865090e-02 8.17357049e-02 -3.55006488e-02
-4.10281165e-03 2.41819644e-02]
[ -3.97592447e-04 -1.64571681e-01 1.12882527e-02 9.67141532e-02
-3.16288790e-02 -7.23905119e-02 1.62542474e-01 -1.89575726e-01
1.90472508e-01 3.72131049e-02]
[ 1.18448149e-01 -2.16794806e-01 3.56062665e-02 -6.15368980e-02
1.02400857e-01 -4.79997993e-02 5.17571620e-02 1.22030887e-01
7.91662367e-02 -1.68681853e-02]
[ -1.75517822e-01 -9.82378033e-02 -3.07459074e-01 -2.88283050e-02
1.46741428e-02 7.22816141e-02 -1.91041036e-01 -2.85436970e-02
2.53885787e-01 -1.33114469e-01]
[ 7.05204510e-02 -2.75160235e-01 9.42234437e-02 4.22882764e-02
9.56129870e-02 -1.15118124e-01 6.62836114e-02 -9.94442899e-02
2.06183185e-02 1.36542773e-01]
[ -8.04744829e-02 6.03035339e-02 -1.30771456e-03 -1.55967980e-01
4.68104885e-02 2.31860722e-02 1.04387342e-01 -1.02495390e-01
-2.13325110e-02 -1.27966818e-01]
[ -1.08905685e-01 -5.69507039e-02 -6.86942087e-02 -5.87719781e-03
3.57429980e-01 1.00499123e-01 2.24703118e-02 -1.57382724e-02
-1.67078729e-01 -2.05934481e-01]
[ -1.56450021e-01 5.22730026e-03 6.21736137e-02 2.24536097e-02
-1.73961743e-01 -2.19982265e-01 -1.79225683e-01 -1.96963308e-01
8.76352615e-02 1.74907295e-01]
[ -2.26156663e-01 -1.88253962e-01 1.16496517e-01 2.65624379e-01
-1.07564014e-01 -8.13663987e-02 -8.04208351e-02 -2.55497577e-01
-2.15892419e-01 -6.95238515e-03]
[ 1.18959091e-01 -6.78515804e-02 -1.64303165e-02 1.26110232e-01
-2.75921778e-02 -8.82414129e-02 1.27732658e-01 4.30130628e-03
3.65602374e-02 2.55395627e-02]
[ 3.68353141e-02 -4.92131473e-02 -2.11492202e-01 1.48122876e-01
-4.35887846e-02 8.71355258e-02 -7.97262613e-02 -1.99277646e-02
-9.40953490e-02 -4.61700793e-03]
[ -1.26724273e-01 -6.91700783e-02 -2.05886527e-01 1.47846333e-01
6.51002628e-03 1.37036371e-01 1.82448216e-02 -2.50511574e-01
6.23940619e-02 -2.08044484e-01]
[ -7.43632390e-02 -4.53256708e-02 2.73975325e-01 9.13874727e-02
1.45351482e-01 -5.91574232e-02 -1.16080970e-01 1.20414155e-01
6.53928699e-02 2.49179008e-02]
[ 5.41865583e-02 -1.88341605e-02 8.78715448e-02 9.01415718e-02
7.18684002e-02 -1.80619217e-02 2.42345677e-01 1.20789964e-01
-3.22844193e-02 -6.33304518e-02]
[ 3.53231361e-03 -1.61551193e-01 -2.92426257e-01 -5.46003073e-02
2.25514740e-01 -8.93246751e-02 1.82722438e-01 1.63952200e-01
1.02950834e-01 -3.53496915e-02]
[ 5.00951332e-02 -3.53204983e-03 -1.18389688e-01 4.02346328e-02
-7.96783603e-02 3.24544238e-01 2.57843451e-01 2.05216122e-01
-1.65489432e-01 -6.23071356e-02]
[ 8.81626516e-03 -7.91409356e-03 1.24312013e-01 1.12328583e-01
-2.94575516e-02 1.03735440e-01 -1.63042890e-01 -4.07894731e-02
2.15246209e-01 8.50322213e-02]
[ 1.01499745e-01 6.07682666e-02 -5.12576735e-02 -1.12515364e-01
-6.97642707e-02 -3.26225337e-01 1.26029649e-01 8.17238175e-03
1.33561376e-01 7.88279861e-02]
[ -9.85183581e-02 1.14434757e-02 -1.54229532e-02 2.26111081e-02
8.68751352e-03 -2.03203020e-01 -9.21527325e-02 -1.98114380e-02
1.46682619e-02 1.28821555e-01]
[ -1.40368266e-01 -5.39508991e-02 -1.95472994e-01 1.41407283e-03
-2.70986932e-01 -6.18172703e-03 -2.24138713e-02 -2.31520522e-02
7.33305385e-03 6.85034526e-02]
[ -2.54113311e-02 -5.23108745e-02 -7.25537940e-02 -1.21889812e-01
5.14537641e-01 2.74349219e-01 5.25162889e-01 1.13507988e-01
-1.77366911e-01 -3.66933385e-01]
[ -1.01112648e-02 -3.37065377e-01 -2.67316778e-02 -6.54937065e-02
6.38146284e-01 9.87499413e-02 4.79090236e-01 9.19557892e-02
3.46163893e-02 -3.71384701e-01]
[ 1.47591963e-02 -4.00774663e-01 -4.13991718e-02 -1.03760989e-01
6.66588573e-01 2.26678380e-02 4.55256066e-01 4.90484627e-02
-3.59651010e-01 -2.12288491e-01]
[ -1.56157867e-01 -5.35063942e-01 -3.51486827e-03 -1.87110041e-01
7.17611335e-01 -9.52182468e-02 5.65454559e-01 -8.14186878e-02
-5.52966918e-02 9.61074169e-02]
[ -2.79148371e-01 -3.43985998e-01 5.99755415e-02 -3.60174828e-02
8.88675714e-01 1.38887035e-01 3.67393257e-01 4.85415161e-02
-8.01730055e-02 -1.24371245e-01]
[ -1.84577507e-01 -2.33167986e-01 2.58614655e-01 -2.21108472e-01
5.95076638e-01 -5.11157635e-02 6.19386774e-01 1.47075785e-02
-2.39003796e-01 -7.07002851e-03]
[ -1.14355903e-01 -1.74724359e-01 -1.73953221e-01 -8.25590110e-02
4.31920543e-01 -2.35740379e-01 1.30785479e-01 1.70475099e-01
4.65867800e-03 -9.97058801e-02]
[ 1.27807196e-01 2.72382288e-01 1.71831245e-01 -6.72898833e-02
-1.49351520e-01 4.21573747e-02 -1.84938468e-01 2.84879169e-01
9.24703215e-02 1.96756379e-01]
[ 3.43728268e-01 2.93272282e-01 -8.64650926e-02 3.08515795e-01
-8.81877590e-01 -2.85029574e-01 -4.54518618e-01 1.77448762e-01
3.74079403e-01 -4.66233100e-02]
[ 5.26795176e-02 1.57036714e-01 2.55365071e-01 2.59190583e-01
-8.27122570e-02 -1.98129077e-01 -1.93613333e-01 -1.32389674e-01
-1.33370275e-01 -2.78968721e-01]
[ 2.42791574e-02 -5.17955855e-02 -1.18036459e-01 -5.35970941e-02
2.48975905e-01 4.15416016e-02 -8.82579259e-03 -1.84247463e-01
3.49384025e-02 2.09592246e-01]
[ 1.62531339e-04 -5.66295580e-02 -6.66947106e-02 -5.11274900e-02
-1.34712937e-02 -1.75477490e-01 9.04064426e-02 1.01571750e-02
3.72146081e-02 7.52699803e-03]
[ 2.52183350e-02 5.62384927e-02 2.43309938e-01 6.95119837e-02
-2.11477460e-01 -1.32487819e-01 1.25253923e-01 3.95845381e-02
-1.89467351e-01 1.05421766e-01]
[ 6.26682661e-02 4.81645318e-03 1.03821832e-01 -4.52888387e-03
-1.99920518e-01 7.36423556e-02 9.30235944e-02 -2.71261265e-01
-2.63495553e-02 -1.00298439e-01]
[ -1.92011183e-02 6.60855060e-02 8.10139217e-02 -4.03877366e-02
-6.06382394e-04 1.85010230e-01 1.22786988e-01 1.18042781e-01
-2.92564750e-02 1.64046456e-01]
[ 2.10392678e-01 3.65258989e-02 2.38812191e-02 6.66811226e-02
9.89371716e-02 -1.73367324e-02 -1.29534822e-01 1.47651746e-01
-6.57363867e-02 -3.32337692e-02]
[ 3.13571171e-02 -4.72553909e-02 1.21254899e-02 2.60825898e-02
-3.60295884e-01 -1.17995893e-01 -1.75644443e-01 4.05050264e-02
1.09040287e-01 1.81242429e-01]
[ 2.73966164e-02 5.14328513e-01 1.13394271e-01 3.89096949e-01
-1.01790038e+00 -2.99779524e-01 -6.07028757e-01 -7.40103810e-02
2.67920236e-01 3.12753068e-01]
[ 1.73888287e-01 5.11113801e-01 6.09095541e-02 4.09989490e-01
-8.19504301e-01 -8.13317415e-02 -4.45422766e-01 1.50409714e-01
1.97098992e-01 4.82581299e-01]
[ 2.58290530e-01 2.95656831e-01 2.45459335e-01 1.41878102e-01
-3.94570006e-01 8.18226376e-02 -2.06203503e-01 1.62630639e-01
2.36030400e-01 7.52466069e-02]
[ -7.42368934e-02 2.13309841e-01 2.41348234e-01 1.46484426e-02
-3.04768450e-02 1.31519554e-01 -9.34691888e-02 -1.51216551e-02
-3.46588082e-02 4.96694804e-02]
[ -9.83297822e-02 -9.78219968e-03 2.46732216e-02 9.17448735e-02
-4.67043981e-02 1.16705051e-01 2.60500034e-01 2.02956357e-02
-2.76065717e-01 -9.48303508e-02]
[ -2.18597991e-01 -1.74571296e-02 -9.25725070e-02 -3.42929542e-01
1.76627023e-01 1.19589025e-01 9.85157269e-02 1.03675862e-01
-2.06654150e-01 3.34520876e-02]
[ 1.70759060e-02 -3.53517821e-01 -1.24033467e-01 -1.52792975e-01
3.45034253e-01 2.34709259e-02 1.54151430e-01 1.53158100e-01
-1.58154189e-01 -2.10964500e-01]
[ 1.41050060e-01 -1.70798572e-01 -1.41962279e-01 -6.31197574e-03
1.36638956e-01 -5.83815171e-02 5.17052921e-03 -1.49073916e-01
1.28732484e-01 -1.15053000e-01]
[ -1.16452424e-01 1.40169054e-01 2.59991152e-01 -1.73066509e-02
1.57325029e-01 8.60017834e-02 -1.10329659e-02 -2.98338365e-01
-1.17997249e-01 -5.79463645e-02]
[ -3.52983271e-01 7.70362527e-02 1.02742713e-02 -3.45747673e-02
1.57655146e-01 -1.68840037e-01 -2.54902072e-02 2.34599455e-01
-9.57887407e-02 7.29415408e-02]
[ 1.49438666e-01 9.39786815e-02 -2.37120627e-01 -8.97274821e-02
1.12844156e-01 -2.93304953e-01 1.74064462e-02 -1.67959277e-01
-2.03594072e-03 -1.88219027e-01]
[ 2.05395789e-01 -1.62296736e-01 5.91832711e-02 -3.33084859e-02
9.79613095e-02 -2.89084919e-02 1.17055444e-02 -1.37437865e-01
1.04319344e-01 -1.89187594e-01]
[ -1.05597297e-01 -4.11041015e-02 1.20746390e-01 1.07522016e-01
3.91536895e-02 -1.11608059e-01 2.42558348e-01 -7.73208576e-02
1.84408428e-01 -4.46570719e-03]
[ 1.35800235e-02 -1.46731512e-01 2.10460314e-01 -2.26334313e-01
4.30767141e-02 1.08911891e-01 2.55100214e-02 -1.13910196e-01
3.29986917e-02 2.41705932e-01]]
[[ 0.57166907]
[ 1.4469831 ]
[ 0.27852538]
[ 0.82179268]
[-2.56209721]
[-0.27717181]
[-1.52900969]
[ 0.04200003]
[ 0.63765648]
[ 0.8596072 ]]
Progress: 21.8% ... Training loss: 0.299 ... Validation loss: 0.476[[ 1.60236490e-01 2.09238908e-01 -1.10696389e-01 1.04613261e-01
-5.07570521e-01 -6.90323797e-02 -5.65537350e-02 1.23624116e-01
-7.32266412e-02 1.87244745e-01]
[ 1.23508274e-02 1.60035462e-01 -2.10975966e-02 3.74563565e-02
1.07038769e-01 -4.56780013e-03 3.08107134e-01 4.10921622e-02
1.36469223e-01 -3.26193702e-02]
[ 1.82798314e-01 4.49134692e-01 2.05325379e-02 4.94183654e-02
1.76201630e-01 -4.23395987e-02 -5.31880377e-01 -3.59828876e-02
7.89405281e-02 3.04567482e-01]
[ -1.86117312e-02 -2.94416922e-01 -2.36744636e-01 3.69541699e-02
-7.45204782e-03 1.61939280e-01 1.26860470e-01 5.59618242e-02
2.35368442e-02 1.24280622e-01]
[ -1.67286733e-03 1.60735725e-01 -1.43913446e-01 4.72558960e-02
6.22223475e-02 -1.81170063e-01 3.06308462e-02 -1.19460426e-01
-1.81394455e-01 1.55019563e-02]
[ -3.54656893e-01 -3.88142648e-01 -2.87617397e-01 1.57985049e-01
1.45877175e-01 4.35557319e-02 8.22116930e-02 -3.54978515e-02
-4.03967032e-03 2.42093416e-02]
[ 1.21962961e-03 -1.61207726e-01 1.20875308e-02 9.90711771e-02
-3.86582828e-02 -7.30826142e-02 1.58581382e-01 -1.89457860e-01
1.92409727e-01 3.96245439e-02]
[ 1.17841569e-01 -2.18425238e-01 3.53084404e-02 -6.25019161e-02
1.05138619e-01 -4.76497294e-02 5.38170609e-02 1.21978862e-01
7.84844082e-02 -1.80752326e-02]
[ -1.73918283e-01 -9.46384245e-02 -3.06659529e-01 -2.64505527e-02
8.12240123e-03 7.15038289e-02 -1.95058807e-01 -2.84225130e-02
2.55581552e-01 -1.30751581e-01]
[ 7.34878008e-02 -2.69229439e-01 9.57150451e-02 4.66935844e-02
8.26150326e-02 -1.16458341e-01 5.93369709e-02 -9.92261552e-02
2.40041634e-02 1.40635100e-01]
[ -8.12498332e-02 5.81578348e-02 -1.68963827e-03 -1.57093347e-01
5.00671183e-02 2.35895161e-02 1.06841462e-01 -1.02558513e-01
-2.22150627e-02 -1.29139479e-01]
[ -1.08458602e-01 -5.59543129e-02 -6.84560664e-02 -5.18367011e-03
3.55530877e-01 1.00285301e-01 2.15198567e-02 -1.57034619e-02
-1.66567727e-01 -2.05259490e-01]
[ -1.56450021e-01 5.22730026e-03 6.21736137e-02 2.24536097e-02
-1.73961743e-01 -2.19982265e-01 -1.79225683e-01 -1.96963308e-01
8.76352615e-02 1.74907295e-01]
[ -2.26033955e-01 -1.88277217e-01 1.16561772e-01 2.65892962e-01
-1.08429498e-01 -8.14518032e-02 -8.04201398e-02 -2.55488097e-01
-2.15741241e-01 -6.74942850e-03]
[ 1.18826027e-01 -6.83675720e-02 -1.64953007e-02 1.25924400e-01
-2.68256131e-02 -8.81730026e-02 1.28143589e-01 4.29159437e-03
3.64204803e-02 2.53322067e-02]
[ 3.69394250e-02 -4.91343893e-02 -2.11405117e-01 1.48318163e-01
-4.44328059e-02 8.70822223e-02 -7.98185575e-02 -1.99178760e-02
-9.39732132e-02 -4.49617717e-03]
[ -1.25758339e-01 -6.70264493e-02 -2.05419851e-01 1.49279783e-01
2.24223909e-03 1.36573609e-01 1.59522387e-02 -2.50441432e-01
6.34935631e-02 -2.06557823e-01]
[ -7.41791060e-02 -4.48540124e-02 2.74057752e-01 9.16841604e-02
1.44503541e-01 -5.92274258e-02 -1.16486460e-01 1.20428525e-01
6.56535158e-02 2.51696605e-02]
[ 5.42832878e-02 -1.88783299e-02 8.79369463e-02 9.01995823e-02
7.16329608e-02 -1.80317110e-02 2.42072726e-01 1.20792412e-01
-3.21418020e-02 -6.32042947e-02]
[ 3.79216523e-03 -1.61281749e-01 -2.92309218e-01 -5.43004753e-02
2.24278862e-01 -8.93919221e-02 1.82481366e-01 1.63968170e-01
1.03238516e-01 -3.53286975e-02]
[ 4.99908372e-02 -3.53955961e-03 -1.18435545e-01 4.01154882e-02
-7.91918325e-02 3.24590809e-01 2.57994697e-01 2.05206805e-01
-1.65601290e-01 -6.24346314e-02]
[ 8.38030036e-03 -9.04948328e-03 1.24104930e-01 1.11687943e-01
-2.74325491e-02 1.03942172e-01 -1.61802176e-01 -4.08219706e-02
2.14783891e-01 8.44218927e-02]
[ 1.02070200e-01 6.22089746e-02 -5.09588822e-02 -1.11630549e-01
-7.18864604e-02 -3.26509064e-01 1.24696268e-01 8.21800200e-03
1.34137195e-01 7.96311512e-02]
[ -9.76279473e-02 1.34015951e-02 -1.49950236e-02 2.38934007e-02
4.84738680e-03 -2.03633728e-01 -9.44537322e-02 -1.97465729e-02
1.56372511e-02 1.30153418e-01]
[ -1.40250191e-01 -5.38054118e-02 -1.95417854e-01 1.61419855e-03
-2.71646587e-01 -6.23109111e-03 -2.27216609e-02 -2.31434882e-02
7.45271491e-03 6.86989032e-02]
[ -2.53744450e-02 -5.24245409e-02 -7.25518661e-02 -1.21849645e-01
5.14462513e-01 2.74349122e-01 5.25338790e-01 1.13509738e-01
-1.77328838e-01 -3.66906568e-01]
[ -9.86631389e-03 -3.36982177e-01 -2.66422432e-02 -6.51891733e-02
6.37249834e-01 9.86420445e-02 4.78746743e-01 9.19714399e-02
3.48556939e-02 -3.71107585e-01]
[ 1.50462393e-02 -4.00332261e-01 -4.12507007e-02 -1.03324937e-01
6.65403733e-01 2.25237770e-02 4.54679104e-01 4.90696457e-02
-3.59346473e-01 -2.11883784e-01]
[ -1.56280386e-01 -5.35310631e-01 -3.57879348e-03 -1.87299693e-01
7.18172090e-01 -9.51552852e-02 5.65772410e-01 -8.14282183e-02
-5.54432753e-02 9.59194099e-02]
[ -2.79343188e-01 -3.44379434e-01 5.98856497e-02 -3.62912440e-02
8.89456307e-01 1.38980949e-01 3.67840512e-01 4.85272210e-02
-8.03750888e-02 -1.24661891e-01]
[ -1.84481355e-01 -2.33277915e-01 2.58674855e-01 -2.20908265e-01
5.94591007e-01 -5.11693028e-02 6.19355428e-01 1.47184586e-02
-2.38853374e-01 -6.87514349e-03]
[ -1.14618488e-01 -1.75372496e-01 -1.74079382e-01 -8.29242967e-02
4.33026564e-01 -2.35620532e-01 1.31522799e-01 1.70456869e-01
4.38216160e-03 -1.00099777e-01]
[ 1.28683386e-01 2.74515222e-01 1.72284954e-01 -6.59354903e-02
-1.53465104e-01 4.17083589e-02 -1.87430187e-01 2.84946405e-01
9.34872728e-02 1.98143001e-01]
[ 3.43540397e-01 2.93168438e-01 -8.65267511e-02 3.08279652e-01
-8.81543552e-01 -2.84930736e-01 -4.54002234e-01 1.77431463e-01
3.73848961e-01 -4.68998755e-02]
[ 5.26950060e-02 1.57081594e-01 2.55380010e-01 2.59221228e-01
-8.27874562e-02 -1.98144184e-01 -1.93668234e-01 -1.32387899e-01
-1.33354082e-01 -2.78960932e-01]
[ 2.42169243e-02 -5.20127608e-02 -1.18062362e-01 -5.36863924e-02
2.49243899e-01 4.15706864e-02 -8.65021465e-03 -1.84251641e-01
3.48736338e-02 2.09517306e-01]
[ 2.09093980e-04 -5.65398539e-02 -6.66637714e-02 -5.10362115e-02
-1.37747800e-02 -1.75501654e-01 9.02863337e-02 1.01609041e-02
3.72962225e-02 7.61102972e-03]
[ 2.62279013e-02 5.88096170e-02 2.43816818e-01 7.10111061e-02
-2.16068370e-01 -1.32958241e-01 1.22696752e-01 3.96614793e-02
-1.88307447e-01 1.06969909e-01]
[ 6.25942973e-02 4.50580466e-03 1.03767258e-01 -4.69780003e-03
-1.99441850e-01 7.36999920e-02 9.32812595e-02 -2.71270899e-01
-2.64704438e-02 -1.00469529e-01]
[ -1.99339880e-02 6.42249253e-02 8.06378279e-02 -4.15162226e-02
2.86281431e-03 1.85386223e-01 1.24725443e-01 1.17984504e-01
-3.01187382e-02 1.62955639e-01]
[ 2.11117855e-01 3.83532062e-02 2.42286446e-02 6.77468003e-02
9.56616769e-02 -1.76916553e-02 -1.31463178e-01 1.47703957e-01
-6.49268505e-02 -3.21156699e-02]
[ 3.12074528e-02 -4.76551698e-02 1.20541292e-02 2.58728963e-02
-3.59629906e-01 -1.17927360e-01 -1.75222017e-01 4.04953757e-02
1.08878189e-01 1.80953763e-01]
[ 2.79350441e-02 5.15201087e-01 1.13647473e-01 3.89772538e-01
-1.01984517e+00 -2.99976959e-01 -6.08406855e-01 -7.39755723e-02
2.68536515e-01 3.13514645e-01]
[ 1.74677408e-01 5.12863133e-01 6.13033336e-02 4.11153799e-01
-8.22739488e-01 -8.16639635e-02 -4.47061245e-01 1.50467991e-01
1.97942603e-01 4.83390186e-01]
[ 2.58336858e-01 2.95908201e-01 2.45493238e-01 1.41971674e-01
-3.94872767e-01 8.17892108e-02 -2.06386078e-01 1.62635774e-01
2.36104660e-01 7.53362813e-02]
[ -7.40267372e-02 2.13805707e-01 2.41454377e-01 1.49799346e-02
-3.13516894e-02 1.31414353e-01 -9.40054773e-02 -1.51050724e-02
-3.44121405e-02 5.00075858e-02]
[ -9.86820867e-02 -1.06800568e-02 2.45016750e-02 9.12419518e-02
-4.51082340e-02 1.16874322e-01 2.61431071e-01 2.02695156e-02
-2.76452701e-01 -9.53382241e-02]
[ -2.18633383e-01 -1.75961442e-02 -9.25725469e-02 -3.42934786e-01
1.76638603e-01 1.19603220e-01 9.86785846e-02 1.03674231e-01
-2.06680997e-01 3.34316462e-02]
[ 1.69671650e-02 -3.53856270e-01 -1.24085445e-01 -1.52937144e-01
3.45481144e-01 2.35175689e-02 1.54465226e-01 1.53150608e-01
-1.58257772e-01 -2.11113356e-01]
[ 1.41487072e-01 -1.69479591e-01 -1.41703231e-01 -5.58506124e-03
1.33636159e-01 -5.85564170e-02 3.96168969e-03 -1.49042397e-01
1.29326168e-01 -1.14316157e-01]
[ -1.16716200e-01 1.38859878e-01 2.59868371e-01 -1.77704866e-02
1.59152403e-01 8.61915278e-02 -1.01049838e-02 -2.98360291e-01
-1.18299532e-01 -5.83888737e-02]
[ -3.52560273e-01 7.77270722e-02 1.04836727e-02 -3.39664391e-02
1.55698627e-01 -1.69034206e-01 -2.62916969e-02 2.34629925e-01
-9.52694940e-02 7.33095009e-02]
[ 1.50367668e-01 9.61415072e-02 -2.36627724e-01 -8.82440223e-02
1.08754114e-01 -2.93787456e-01 1.51753293e-02 -1.67884739e-01
-1.00884701e-03 -1.86859658e-01]
[ 2.05566212e-01 -1.62446286e-01 5.92444779e-02 -3.31209928e-02
9.75557722e-02 -2.89712915e-02 1.16650941e-02 -1.37428302e-01
1.04435917e-01 -1.89054418e-01]
[ -1.06388909e-01 -4.28417951e-02 1.20348299e-01 1.06361518e-01
4.27701691e-02 -1.11193645e-01 2.44553127e-01 -7.73846845e-02
1.83486358e-01 -5.65914738e-03]
[ 1.53150598e-02 -1.42926231e-01 2.11306446e-01 -2.23742708e-01
3.54473290e-02 1.08071510e-01 2.14261812e-02 -1.13780710e-01
3.49807425e-02 2.44339191e-01]]
[[ 0.58177405]
[ 1.45605132]
[ 0.28816166]
[ 0.83244855]
[-2.55372831]
[-0.26999771]
[-1.51963344]
[ 0.05021236]
[ 0.64799454]
[ 0.87023904]]
Progress: 21.9% ... Training loss: 0.301 ... Validation loss: 0.471[[ 1.62669412e-01 2.15782186e-01 -1.09432625e-01 1.08294898e-01
-5.15530239e-01 -7.03340010e-02 -6.27103905e-02 1.23861375e-01
-7.03598432e-02 1.91056258e-01]
[ 1.21523832e-02 1.59535240e-01 -2.11955946e-02 3.71776989e-02
1.07921133e-01 -4.48079430e-03 3.08644601e-01 4.10750701e-02
1.36247403e-01 -3.28931783e-02]
[ 1.83371411e-01 4.51667154e-01 2.07745086e-02 5.01958573e-02
1.74061112e-01 -4.26964771e-02 -5.33453735e-01 -3.59274437e-02
7.94366082e-02 3.05198663e-01]
[ -1.94766097e-02 -2.96187643e-01 -2.37044823e-01 3.60424839e-02
-6.46988662e-03 1.62376139e-01 1.27975015e-01 5.58767578e-02
2.29074650e-02 1.23451994e-01]
[ -7.44040758e-03 1.45815288e-01 -1.46945342e-01 3.80921257e-02
8.66372637e-02 -1.78305760e-01 4.53024443e-02 -1.19993790e-01
-1.88262851e-01 6.00876687e-03]
[ -3.54568754e-01 -3.88210909e-01 -2.87583283e-01 1.58178918e-01
1.46078695e-01 4.34951639e-02 8.23204479e-02 -3.54867886e-02
-3.83069724e-03 2.43294711e-02]
[ 9.20636461e-04 -1.61785574e-01 1.19689034e-02 9.86503984e-02
-3.70389378e-02 -7.29956668e-02 1.59290663e-01 -1.89469766e-01
1.92132609e-01 3.91601445e-02]
[ 1.20092790e-01 -2.12329261e-01 3.65255571e-02 -5.89494268e-02
9.65009587e-02 -4.88531723e-02 4.84544709e-02 1.22195444e-01
8.11235468e-02 -1.46091811e-02]
[ -1.73735960e-01 -9.43226541e-02 -3.06519371e-01 -2.61141194e-02
7.02625004e-03 7.14016791e-02 -1.95701722e-01 -2.84038126e-02
2.55842848e-01 -1.30391283e-01]
[ 7.67129335e-02 -2.60583361e-01 9.75258893e-02 5.18288981e-02
7.03061525e-02 -1.18194316e-01 5.12332423e-02 -9.89047467e-02
2.79252521e-02 1.45707402e-01]
[ -8.18772751e-02 5.60707939e-02 -2.03415646e-03 -1.57972328e-01
5.27358286e-02 2.38638598e-02 1.08814731e-01 -1.02608965e-01
-2.28293006e-02 -1.30078656e-01]
[ -1.08833602e-01 -5.67477120e-02 -6.86496311e-02 -5.77799000e-03
3.57258100e-01 1.00467719e-01 2.24628473e-02 -1.57399796e-02
-1.67042287e-01 -2.05910536e-01]
[ -1.56450021e-01 5.22730026e-03 6.21736137e-02 2.24536097e-02
-1.73961743e-01 -2.19982265e-01 -1.79225683e-01 -1.96963308e-01
8.76352615e-02 1.74907295e-01]
[ -2.25934780e-01 -1.88320734e-01 1.16620488e-01 2.66062514e-01
-1.08571681e-01 -8.15145234e-02 -8.04735060e-02 -2.55477053e-01
-2.15566353e-01 -6.61237386e-03]
[ 1.18663840e-01 -6.86512451e-02 -1.65616050e-02 1.25693643e-01
-2.57283807e-02 -8.81105014e-02 1.28645799e-01 4.27924421e-03
3.62766565e-02 2.50892642e-02]
[ 3.74333779e-02 -4.79591793e-02 -2.11162067e-01 1.49031817e-01
-4.62660025e-02 8.68625205e-02 -8.11650692e-02 -1.98724905e-02
-9.33491352e-02 -3.73739579e-03]
[ -1.26298990e-01 -6.83471457e-02 -2.05686323e-01 1.48549359e-01
4.55270951e-03 1.36791690e-01 1.74318263e-02 -2.50482162e-01
6.28858997e-02 -2.07389014e-01]
[ -7.44130790e-02 -4.53447476e-02 2.73944719e-01 9.13517482e-02
1.45436485e-01 -5.91250559e-02 -1.15910069e-01 1.20409491e-01
6.54003244e-02 2.48198523e-02]
[ 5.44640285e-02 -1.85345430e-02 8.80105107e-02 9.04253332e-02
7.10816711e-02 -1.81171575e-02 2.41657696e-01 1.20809941e-01
-3.19712600e-02 -6.29731210e-02]
[ 3.57956336e-03 -1.61626065e-01 -2.92422185e-01 -5.46487603e-02
2.25126185e-01 -8.93161898e-02 1.82882590e-01 1.63948528e-01
1.02967245e-01 -3.56897538e-02]
[ 5.14531644e-02 8.51299265e-04 -1.17541568e-01 4.26761643e-02
-8.58907695e-02 3.23737719e-01 2.53715625e-01 2.05356517e-01
-1.63704343e-01 -5.98239156e-02]
[ 9.09257442e-03 -7.60256580e-03 1.24407887e-01 1.12646267e-01
-2.92308443e-02 1.03637370e-01 -1.62712778e-01 -4.07587120e-02
2.15520850e-01 8.52668404e-02]
[ 1.02106285e-01 6.23006224e-02 -5.09194719e-02 -1.11557212e-01
-7.21368246e-02 -3.26526042e-01 1.24613805e-01 8.22226966e-03
1.34191617e-01 7.96995143e-02]
[ -9.74383532e-02 1.38164335e-02 -1.48764553e-02 2.42020680e-02
3.88391168e-03 -2.03741027e-01 -9.49956231e-02 -1.97292726e-02
1.58706548e-02 1.30467104e-01]
[ -1.40052236e-01 -5.34200956e-02 -1.95316559e-01 1.90812927e-03
-2.72509763e-01 -6.31895051e-03 -2.32396066e-02 -2.31257889e-02
7.66971580e-03 6.90012572e-02]
[ -2.50172925e-02 -5.15644101e-02 -7.23663942e-02 -1.21321042e-01
5.13076483e-01 2.74181520e-01 5.24477188e-01 1.13541841e-01
-1.76918438e-01 -3.66359487e-01]
[ -9.72341244e-03 -3.36900534e-01 -2.65652988e-02 -6.49418929e-02
6.36452067e-01 9.85614197e-02 4.78549517e-01 9.19862446e-02
3.50449042e-02 -3.70925176e-01]
[ 1.49025543e-02 -4.00763600e-01 -4.13194385e-02 -1.03522529e-01
6.66012076e-01 2.25901960e-02 4.55220764e-01 4.90577905e-02
-3.59498840e-01 -2.12081358e-01]
[ -1.56293040e-01 -5.35345401e-01 -3.58562315e-03 -1.87320865e-01
7.18264183e-01 -9.51484771e-02 5.65831948e-01 -8.14297436e-02
-5.54618438e-02 9.59067923e-02]
[ -2.79506304e-01 -3.44749583e-01 5.98073795e-02 -3.65296888e-02
8.90074409e-01 1.39056774e-01 3.68250644e-01 4.85134493e-02
-8.05630698e-02 -1.24912753e-01]
[ -1.84370584e-01 -2.33075625e-01 2.58759443e-01 -2.20664364e-01
5.93883022e-01 -5.12485679e-02 6.19111422e-01 1.47332820e-02
-2.38674347e-01 -6.62859233e-03]
[ -1.14871655e-01 -1.75917014e-01 -1.74199630e-01 -8.32879845e-02
4.34122081e-01 -2.35505921e-01 1.32159161e-01 1.70435178e-01
4.10493670e-03 -1.00479503e-01]
[ 1.29170599e-01 2.75584105e-01 1.72543778e-01 -6.51867393e-02
-1.55719660e-01 4.14777803e-02 -1.88829078e-01 2.84990120e-01
9.40492962e-02 1.98922819e-01]
[ 3.44900821e-01 2.97572339e-01 -8.56662137e-02 3.10567258e-01
-8.86227109e-01 -2.85705334e-01 -4.57988162e-01 1.77564239e-01
3.75534972e-01 -4.44762461e-02]
[ 5.25359706e-02 1.56622372e-01 2.55306569e-01 2.59027962e-01
-8.21799602e-02 -1.98085182e-01 -1.93236686e-01 -1.32397778e-01
-1.33522565e-01 -2.79167266e-01]
[ 2.43960406e-02 -5.17485790e-02 -1.18019430e-01 -5.34352911e-02
2.48374748e-01 4.14920220e-02 -9.07838966e-03 -1.84233925e-01
3.50689048e-02 2.09783108e-01]
[ 1.33693276e-04 -5.66467737e-02 -6.66996005e-02 -5.11339795e-02
-1.34529521e-02 -1.75471973e-01 9.04944422e-02 1.01550365e-02
3.72530658e-02 7.47638162e-03]
[ 2.66492648e-02 6.01965868e-02 2.44038243e-01 7.16981514e-02
-2.18143683e-01 -1.33179024e-01 1.21347537e-01 3.97038313e-02
-1.87779817e-01 1.07648984e-01]
[ 6.22665983e-02 3.73216299e-03 1.03601227e-01 -5.17563517e-03
-1.97987170e-01 7.38532319e-02 9.40953352e-02 -2.71298887e-01
-2.68405984e-02 -1.00962492e-01]
[ -2.05022225e-02 6.27780112e-02 8.03548149e-02 -4.23612485e-02
5.39677888e-03 1.85656232e-01 1.26211410e-01 1.17933618e-01
-3.07623047e-02 1.62104537e-01]
[ 2.10481092e-01 3.68814232e-02 2.38789178e-02 6.67314130e-02
9.85670670e-02 -1.74014876e-02 -1.29816216e-01 1.47642506e-01
-6.57216871e-02 -3.31882968e-02]
[ 3.14616470e-02 -4.70466795e-02 1.21653442e-02 2.61595924e-02
-3.60510502e-01 -1.18043915e-01 -1.75953136e-01 4.05117412e-02
1.09130370e-01 1.81266669e-01]
[ 2.87676739e-02 5.16777512e-01 1.14001850e-01 3.90924382e-01
-1.02259623e+00 -3.00320641e-01 -6.09807147e-01 -7.39035614e-02
2.69423800e-01 3.14635549e-01]
[ 1.75564255e-01 5.14888904e-01 6.17577808e-02 4.12353912e-01
-8.26133467e-01 -8.20698997e-02 -4.49100419e-01 1.50547405e-01
1.98943497e-01 4.84508129e-01]
[ 2.58860928e-01 2.97319512e-01 2.45802196e-01 1.42916891e-01
-3.97725052e-01 8.14813323e-02 -2.07870264e-01 1.62692511e-01
2.36829866e-01 7.62663700e-02]
[ -7.41218595e-02 2.13632388e-01 2.41411271e-01 1.48623542e-02
-3.09927466e-02 1.31456252e-01 -9.37747157e-02 -1.51083038e-02
-3.45137439e-02 4.98718160e-02]
[ -9.84979110e-02 -1.02234632e-02 2.46009275e-02 9.15133946e-02
-4.59629950e-02 1.16782971e-01 2.60913304e-01 2.02870390e-02
-2.76222333e-01 -9.50411119e-02]
[ -2.18931920e-01 -1.83644406e-02 -9.27126695e-02 -3.43331524e-01
1.77927092e-01 1.19727552e-01 9.94931079e-02 1.03649938e-01
-2.06990811e-01 3.30107919e-02]
[ 1.61824106e-02 -3.55856353e-01 -1.24506301e-01 -1.54160232e-01
3.49190386e-01 2.39038823e-02 1.56635698e-01 1.53077147e-01
-1.59203230e-01 -2.12379519e-01]
[ 1.41627368e-01 -1.68724551e-01 -1.41649184e-01 -5.28049665e-03
1.32871582e-01 -5.86381614e-02 3.41680358e-03 -1.49025798e-01
1.29545286e-01 -1.14045946e-01]
[ -1.16345107e-01 1.39586539e-01 2.60091823e-01 -1.72428457e-02
1.58295201e-01 8.60012805e-02 -1.11245082e-02 -2.98314663e-01
-1.17835439e-01 -5.77950993e-02]
[ -3.51985761e-01 7.87279759e-02 1.07341061e-02 -3.31116155e-02
1.54206805e-01 -1.69324139e-01 -2.67658097e-02 2.34678584e-01
-9.47078858e-02 7.39938880e-02]
[ 1.49700417e-01 9.43650106e-02 -2.36957609e-01 -8.92778994e-02
1.11666981e-01 -2.93487314e-01 1.69986989e-02 -1.67945662e-01
-1.78756290e-03 -1.87965504e-01]
[ 2.06451671e-01 -1.59313205e-01 5.98515362e-02 -3.14486263e-02
9.37302584e-02 -2.95512291e-02 8.70819640e-03 -1.37327218e-01
1.05700634e-01 -1.87252147e-01]
[ -1.06177909e-01 -4.23566073e-02 1.20458102e-01 1.06652149e-01
4.19842740e-02 -1.11295334e-01 2.44231748e-01 -7.73620732e-02
1.83772101e-01 -5.43506018e-03]
[ 1.60226417e-02 -1.41484971e-01 2.11664301e-01 -2.22696844e-01
3.23465250e-02 1.07735706e-01 1.97321425e-02 -1.13719929e-01
3.57964705e-02 2.45352385e-01]]
[[ 0.59480963]
[ 1.46601642]
[ 0.30109702]
[ 0.84465678]
[-2.55249676]
[-0.2601328 ]
[-1.51361681]
[ 0.06262923]
[ 0.66190766]
[ 0.88354865]]
Progress: 21.9% ... Training loss: 0.314 ... Validation loss: 0.477[[ 1.59608716e-01 2.07775362e-01 -1.10928375e-01 1.03806677e-01
-5.02699358e-01 -6.89553236e-02 -5.48421853e-02 1.23548519e-01
-7.36670890e-02 1.86124034e-01]
[ 1.22243440e-02 1.59641267e-01 -2.11614372e-02 3.72777320e-02
1.07615370e-01 -4.51127380e-03 3.08465139e-01 4.10839989e-02
1.36337415e-01 -3.28077827e-02]
[ 1.79001911e-01 4.43438390e-01 1.85307129e-02 4.32907686e-02
1.93614004e-01 -4.06002610e-02 -5.23669062e-01 -3.64179227e-02
7.45689713e-02 2.98421314e-01]
[ -1.79573096e-02 -2.93640575e-01 -2.36329378e-01 3.81059145e-02
-1.09246949e-02 1.61726092e-01 1.24783922e-01 5.60441817e-02
2.47532700e-02 1.25809663e-01]
[ -3.56193537e-03 1.53403312e-01 -1.44903896e-01 4.35521629e-02
7.13301961e-02 -1.79942340e-01 3.65371725e-02 -1.19575201e-01
-1.83962906e-01 1.08767906e-02]
[ -3.55678194e-01 -3.92028031e-01 -2.88086491e-01 1.56802049e-01
1.49792645e-01 4.39402444e-02 8.54236654e-02 -3.55969051e-02
-5.00083722e-03 2.26484503e-02]
[ -6.79642294e-04 -1.66197112e-01 1.11583182e-02 9.61957125e-02
-2.93341458e-02 -7.22533079e-02 1.63653997e-01 -1.89638989e-01
1.90351710e-01 3.63970654e-02]
[ 1.18042088e-01 -2.16976313e-01 3.55207407e-02 -6.19807380e-02
1.04684502e-01 -4.79237068e-02 5.35297365e-02 1.21979902e-01
7.89436088e-02 -1.77134546e-02]
[ -1.73890343e-01 -9.50533883e-02 -3.06621265e-01 -2.63339115e-02
8.08906484e-03 7.14364598e-02 -1.94927192e-01 -2.84212910e-02
2.55761800e-01 -1.30644414e-01]
[ 7.51158624e-02 -2.65267400e-01 9.67632254e-02 4.95385992e-02
7.63829820e-02 -1.17507367e-01 5.60229986e-02 -9.90675034e-02
2.62979079e-02 1.43068769e-01]
[ -8.42693742e-02 4.96047527e-02 -3.24946361e-03 -1.61494941e-01
6.33038899e-02 2.49347147e-02 1.14955659e-01 -1.02867296e-01
-2.54049057e-02 -1.33884021e-01]
[ -1.09759235e-01 -5.92040781e-02 -6.90921632e-02 -7.04773660e-03
3.61278310e-01 1.00861601e-01 2.48485099e-02 -1.58312517e-02
-1.68051363e-01 -2.07268042e-01]
[ -1.56450021e-01 5.22730026e-03 6.21736137e-02 2.24536097e-02
-1.73961743e-01 -2.19982265e-01 -1.79225683e-01 -1.96963308e-01
8.76352615e-02 1.74907295e-01]
[ -2.26374631e-01 -1.89912863e-01 1.16432700e-01 2.65626089e-01
-1.07815541e-01 -8.13653891e-02 -7.92869878e-02 -2.55513550e-01
-2.16002831e-01 -7.22397687e-03]
[ 1.18024107e-01 -7.06005458e-02 -1.68685818e-02 1.24798154e-01
-2.30901335e-02 -8.78325136e-02 1.30344510e-01 4.21007196e-03
3.55837949e-02 2.40834607e-02]
[ 3.67467066e-02 -4.98829354e-02 -2.11514503e-01 1.48021336e-01
-4.31280458e-02 8.71568706e-02 -7.92827120e-02 -1.99458318e-02
-9.41528777e-02 -4.81627445e-03]
[ -1.26680396e-01 -6.93145987e-02 -2.05860549e-01 1.47994559e-01
6.37342845e-03 1.36961174e-01 1.83941615e-02 -2.50520828e-01
6.24452499e-02 -2.07984070e-01]
[ -7.45510900e-02 -4.59919359e-02 2.73879848e-01 9.10839451e-02
1.46302024e-01 -5.90326146e-02 -1.15333301e-01 1.20395754e-01
6.52898583e-02 2.44688789e-02]
[ 5.34104320e-02 -2.10223230e-02 8.74671215e-02 8.88058528e-02
7.59479227e-02 -1.76112458e-02 2.44260444e-01 1.20689290e-01
-3.31702487e-02 -6.46744029e-02]
[ 3.50344157e-03 -1.62084920e-01 -2.92479730e-01 -5.48881551e-02
2.25707520e-01 -8.92621414e-02 1.83128262e-01 1.63938719e-01
1.02904188e-01 -3.60703491e-02]
[ 5.04168268e-02 -1.40206520e-03 -1.18059449e-01 4.11319683e-02
-8.16351311e-02 3.24210174e-01 2.56265959e-01 2.05246312e-01
-1.64906847e-01 -6.12855034e-02]
[ 7.99307978e-03 -9.94436641e-03 1.23892234e-01 1.11238239e-01
-2.51733829e-02 1.04063408e-01 -1.59910565e-01 -4.08649873e-02
2.14578753e-01 8.37918530e-02]
[ 1.02507403e-01 6.29405375e-02 -5.07466859e-02 -1.10993548e-01
-7.36665567e-02 -3.26709916e-01 1.23885231e-01 8.26471394e-03
1.34631977e-01 8.02459614e-02]
[ -9.71106718e-02 1.45461061e-02 -1.47112534e-02 2.46751666e-02
2.67198702e-03 -2.03884285e-01 -9.58259566e-02 -1.96951494e-02
1.62211814e-02 1.30960098e-01]
[ -1.40144616e-01 -5.37745029e-02 -1.95354284e-01 1.76480536e-03
-2.72082293e-01 -6.28198389e-03 -2.28720068e-02 -2.31363625e-02
7.55764852e-03 6.88210797e-02]
[ -2.50885967e-02 -5.18468297e-02 -7.24054694e-02 -1.21444608e-01
5.13497771e-01 2.74221311e-01 5.24742968e-01 1.13532276e-01
-1.77004743e-01 -3.66489609e-01]
[ -9.52656073e-03 -3.36642007e-01 -2.64848699e-02 -6.46547563e-02
6.35633014e-01 9.84714985e-02 4.78261715e-01 9.20075825e-02
3.52818582e-02 -3.70703956e-01]
[ 1.54044116e-02 -4.00081202e-01 -4.10720693e-02 -1.02768095e-01
6.63971920e-01 2.23597275e-02 4.54366145e-01 4.91120428e-02
-3.58943879e-01 -2.11352084e-01]
[ -1.57372032e-01 -5.37966901e-01 -4.12686837e-03 -1.88852183e-01
7.22694430e-01 -9.47077875e-02 5.68713122e-01 -8.15369805e-02
-5.65999483e-02 9.44603784e-02]
[ -2.79872619e-01 -3.45544449e-01 5.96174964e-02 -3.70643834e-02
8.91551276e-01 1.39217339e-01 3.69149900e-01 4.84742313e-02
-8.09812713e-02 -1.25468528e-01]
[ -1.84871486e-01 -2.34471288e-01 2.58512504e-01 -2.21374715e-01
5.95796614e-01 -5.10307004e-02 6.20453924e-01 1.46812265e-02
-2.39227582e-01 -7.34409349e-03]
[ -1.15154919e-01 -1.76691555e-01 -1.74351740e-01 -8.37101297e-02
4.35373574e-01 -2.35381481e-01 1.32937916e-01 1.70405623e-01
3.77223167e-03 -1.00911710e-01]
[ 1.28641308e-01 2.74306430e-01 1.72282263e-01 -6.59110369e-02
-1.53393143e-01 4.16837879e-02 -1.87528092e-01 2.84935103e-01
9.35334048e-02 1.98207672e-01]
[ 3.44117714e-01 2.95495651e-01 -8.60812637e-02 3.09433341e-01
-8.82772893e-01 -2.85352706e-01 -4.55917271e-01 1.77476574e-01
3.74700521e-01 -4.57192508e-02]
[ 5.25230234e-02 1.56571905e-01 2.55286197e-01 2.58964851e-01
-8.20267023e-02 -1.98070189e-01 -1.93216658e-01 -1.32402674e-01
-1.33566552e-01 -2.79219782e-01]
[ 2.44206152e-02 -5.16995099e-02 -1.17974767e-01 -5.33759826e-02
2.48229569e-01 4.14770115e-02 -9.17753529e-03 -1.84228871e-01
3.51173031e-02 2.09768991e-01]
[ -2.82483659e-04 -5.77593203e-02 -6.69452873e-02 -5.18183734e-02
-1.14630881e-02 -1.75286286e-01 9.15266684e-02 1.01075770e-02
3.67659615e-02 6.85002856e-03]
[ 2.64097895e-02 5.95676725e-02 2.43910888e-01 7.13189193e-02
-2.17002606e-01 -1.33070424e-01 1.21990972e-01 3.96759120e-02
-1.88075771e-01 1.07266742e-01]
[ 6.21175097e-02 3.28803101e-03 1.03518587e-01 -5.41464210e-03
-1.97194656e-01 7.39256996e-02 9.45234040e-02 -2.71313659e-01
-2.70219123e-02 -1.01201781e-01]
[ -2.18481793e-02 5.97752832e-02 7.97301996e-02 -4.42935523e-02
1.10729432e-02 1.86254967e-01 1.29334492e-01 1.17790676e-01
-3.22893379e-02 1.60152542e-01]
[ 2.11151278e-01 3.86106494e-02 2.42739982e-02 6.78305109e-02
9.52558953e-02 -1.77280178e-02 -1.31454653e-01 1.47724684e-01
-6.48533615e-02 -3.20812444e-02]
[ 3.17323756e-02 -4.64201752e-02 1.23185734e-02 2.65933455e-02
-3.61767350e-01 -1.18166856e-01 -1.76531367e-01 4.05440788e-02
1.09465979e-01 1.81523528e-01]
[ 2.86099943e-02 5.15787077e-01 1.13913168e-01 3.90690642e-01
-1.02211751e+00 -3.00222427e-01 -6.09326516e-01 -7.39229657e-02
2.69254263e-01 3.14222469e-01]
[ 1.75938080e-01 5.15784725e-01 6.19842608e-02 4.12905107e-01
-8.27998799e-01 -8.22195055e-02 -4.50075227e-01 1.50590524e-01
1.99413240e-01 4.84947412e-01]
[ 2.58537596e-01 2.96674407e-01 2.45632646e-01 1.42408321e-01
-3.96209135e-01 8.16331752e-02 -2.07084294e-01 1.62655400e-01
2.36477378e-01 7.57404437e-02]
[ -7.42432695e-02 2.13314029e-01 2.41346283e-01 1.46770953e-02
-3.04317131e-02 1.31512513e-01 -9.34558727e-02 -1.51219465e-02
-3.46548092e-02 4.96926183e-02]
[ -9.88305659e-02 -1.10489121e-02 2.44268601e-02 9.10196113e-02
-4.45121411e-02 1.16932971e-01 2.61675368e-01 2.02506287e-02
-2.76596167e-01 -9.55652175e-02]
[ -2.19096851e-01 -1.87427439e-02 -9.28006056e-02 -3.43592916e-01
1.78685719e-01 1.19802300e-01 9.98982489e-02 1.03632120e-01
-2.07182546e-01 3.27138263e-02]
[ 1.61064114e-02 -3.56084550e-01 -1.24542347e-01 -1.54266737e-01
3.49500982e-01 2.39365049e-02 1.56846256e-01 1.53069194e-01
-1.59286303e-01 -2.12490752e-01]
[ 1.40522094e-01 -1.72507141e-01 -1.42225913e-01 -6.66101834e-03
1.36579154e-01 -5.81760505e-02 6.77219290e-03 -1.49135183e-01
1.28470928e-01 -1.15711536e-01]
[ -1.16076907e-01 1.39776216e-01 2.60288994e-01 -1.68990895e-02
1.57299799e-01 8.59093477e-02 -1.15685654e-02 -2.98279620e-01
-1.17524898e-01 -5.75277561e-02]
[ -3.52630525e-01 7.69248387e-02 1.04002709e-02 -3.41474818e-02
1.57697494e-01 -1.69013503e-01 -2.50025154e-02 2.34617125e-01
-9.54549796e-02 7.29568738e-02]
[ 1.48667667e-01 9.19528101e-02 -2.37432021e-01 -9.07488688e-02
1.15927554e-01 -2.93061629e-01 1.94488917e-02 -1.68054329e-01
-2.92678644e-03 -1.89489799e-01]
[ 2.04588452e-01 -1.63712514e-01 5.88580175e-02 -3.42717796e-02
1.01913381e-01 -2.87261748e-02 1.36082855e-02 -1.37532502e-01
1.03567587e-01 -1.90184212e-01]
[ -1.07501612e-01 -4.55121620e-02 1.19788520e-01 1.04694001e-01
4.76629746e-02 -1.10692000e-01 2.47473782e-01 -7.75122784e-02
1.82309027e-01 -7.40706430e-03]
[ 1.68093470e-02 -1.39728302e-01 2.12094702e-01 -2.21454599e-01
2.86863688e-02 1.07352504e-01 1.77815472e-02 -1.13632333e-01
3.68306998e-02 2.46414506e-01]]
[[ 0.57572625]
[ 1.44887239]
[ 0.28321721]
[ 0.82622194]
[-2.57033767]
[-0.27643072]
[-1.52972697]
[ 0.04533877]
[ 0.64190727]
[ 0.86498476]]
Progress: 21.9% ... Training loss: 0.298 ... Validation loss: 0.475[[ 1.61968920e-01 2.12529713e-01 -1.09692076e-01 1.07083039e-01
-5.11182083e-01 -7.00775349e-02 -6.07155489e-02 1.23750205e-01
-7.07972038e-02 1.89487293e-01]
[ 1.23430466e-02 1.59952779e-01 -2.11004735e-02 3.74776708e-02
1.06987304e-01 -4.57959769e-03 3.08181054e-01 4.10941849e-02
1.36480899e-01 -3.26101341e-02]
[ 1.79954244e-01 4.47330050e-01 1.90722706e-02 4.49888583e-02
1.87498017e-01 -4.10621912e-02 -5.26910243e-01 -3.63299185e-02
7.59363645e-02 2.99727700e-01]
[ -2.14589044e-02 -3.00808995e-01 -2.38182404e-01 3.28427527e-02
4.83298804e-03 1.63430960e-01 1.33200473e-01 5.57368349e-02
2.05566950e-02 1.20585015e-01]
[ -3.12889424e-03 1.54203173e-01 -1.44631946e-01 4.41143409e-02
6.75936904e-02 -1.79960648e-01 3.51192525e-02 -1.19541740e-01
-1.83500510e-01 1.14059425e-02]
[ -3.54334365e-01 -3.89818969e-01 -2.87407230e-01 1.58611986e-01
1.44599872e-01 4.33026757e-02 8.25509550e-02 -3.54901573e-02
-3.46857764e-03 2.45816447e-02]
[ -8.10169559e-04 -1.67081614e-01 1.11220412e-02 9.58856959e-02
-2.81366009e-02 -7.21187716e-02 1.64022231e-01 -1.89643375e-01
1.90201746e-01 3.60287998e-02]
[ 1.19344701e-01 -2.13530870e-01 3.62247178e-02 -5.98560627e-02
9.85493985e-02 -4.86386190e-02 5.03851414e-02 1.22094633e-01
8.06403528e-02 -1.57847902e-02]
[ -1.73932193e-01 -9.55075702e-02 -3.06636639e-01 -2.64226543e-02
8.18680508e-03 7.14446888e-02 -1.94650623e-01 -2.84259285e-02
2.55788332e-01 -1.30756864e-01]
[ 7.83785764e-02 -2.58790957e-01 9.84270777e-02 5.42118357e-02
6.37185456e-02 -1.19088164e-01 4.83882277e-02 -9.87945646e-02
3.02566471e-02 1.47739988e-01]
[ -8.51866841e-02 4.71747063e-02 -3.66046288e-03 -1.62784879e-01
6.61421896e-02 2.53624511e-02 1.17551510e-01 -1.02936632e-01
-2.63871340e-02 -1.35307527e-01]
[ -1.09630575e-01 -5.89346536e-02 -6.90134287e-02 -6.89518144e-03
3.61071855e-01 1.00804946e-01 2.45149271e-02 -1.58223983e-02
-1.67922303e-01 -2.07134612e-01]
[ -1.56450021e-01 5.22730026e-03 6.21736137e-02 2.24536097e-02
-1.73961743e-01 -2.19982265e-01 -1.79225683e-01 -1.96963308e-01
8.76352615e-02 1.74907295e-01]
[ -2.25280824e-01 -1.87920748e-01 1.16959884e-01 2.67121476e-01
-1.11840258e-01 -8.18829794e-02 -8.18731906e-02 -2.55426782e-01
-2.14767917e-01 -5.67172318e-03]
[ 1.17984310e-01 -7.09452419e-02 -1.68647408e-02 1.24771518e-01
-2.36365657e-02 -8.78202203e-02 1.30812458e-01 4.20931372e-03
3.55542448e-02 2.40386435e-02]
[ 3.64039211e-02 -5.08693298e-02 -2.11657730e-01 1.47507966e-01
-4.13048856e-02 8.73013792e-02 -7.84018063e-02 -1.99707630e-02
-9.45174736e-02 -5.33098737e-03]
[ -1.26093605e-01 -6.81420051e-02 -2.05575324e-01 1.48702508e-01
4.98476946e-03 1.36710762e-01 1.69506032e-02 -2.50472876e-01
6.30287240e-02 -2.07164108e-01]
[ -7.45531086e-02 -4.60471292e-02 2.73867240e-01 9.10446931e-02
1.46223256e-01 -5.90083816e-02 -1.15242971e-01 1.20393253e-01
6.52870489e-02 2.43555549e-02]
[ 5.40038920e-02 -1.97030225e-02 8.78065266e-02 8.97242783e-02
7.30396449e-02 -1.78684563e-02 2.42519533e-01 1.20742593e-01
-3.23991713e-02 -6.38408815e-02]
[ 3.45334920e-03 -1.62186716e-01 -2.92526661e-01 -5.50040108e-02
2.25786102e-01 -8.92170112e-02 1.83289363e-01 1.63931101e-01
1.02830366e-01 -3.62096817e-02]
[ 5.15768482e-02 1.38645132e-03 -1.17422232e-01 4.30508383e-02
-8.69859441e-02 3.23557083e-01 2.53460913e-01 2.05351323e-01
-1.63411271e-01 -5.94079824e-02]
[ 7.36530525e-03 -1.12472086e-02 1.23579602e-01 1.10293457e-01
-2.22251204e-02 1.04372207e-01 -1.58167057e-01 -4.09168369e-02
2.13882537e-01 8.27910410e-02]
[ 1.02662139e-01 6.31040357e-02 -5.06787023e-02 -1.10830648e-01
-7.42777536e-02 -3.26776929e-01 1.23542267e-01 8.27372200e-03
1.34837242e-01 8.04004838e-02]
[ -9.73180693e-02 1.40420713e-02 -1.48109283e-02 2.43775140e-02
3.57658834e-03 -2.03795714e-01 -9.52772890e-02 -1.97110971e-02
1.59964763e-02 1.30654901e-01]
[ -1.39989502e-01 -5.35997493e-02 -1.95268479e-01 2.03467745e-03
-2.72960627e-01 -6.36991830e-03 -2.32182868e-02 -2.31223433e-02
7.76461120e-03 6.90826383e-02]
[ -2.50166146e-02 -5.18031585e-02 -7.23668709e-02 -1.21336402e-01
5.13173477e-01 2.74183034e-01 5.24645988e-01 1.13538328e-01
-1.76918035e-01 -3.66413300e-01]
[ -9.29797646e-03 -3.36415422e-01 -2.63613536e-02 -6.42943834e-02
6.34545765e-01 9.83503266e-02 4.77894567e-01 9.20275867e-02
3.55637526e-02 -3.70396211e-01]
[ 1.45604428e-02 -4.01972821e-01 -4.14894908e-02 -1.03999022e-01
6.67680023e-01 2.27702600e-02 4.56463562e-01 4.90464701e-02
-3.59884925e-01 -2.12636357e-01]
[ -1.57414600e-01 -5.38106038e-01 -4.15075051e-03 -1.88911023e-01
7.22883445e-01 -9.46888014e-02 5.68887526e-01 -8.15403981e-02
-5.66422547e-02 9.44046130e-02]
[ -2.80078450e-01 -3.46007732e-01 5.95162760e-02 -3.73640245e-02
8.92480794e-01 1.39313437e-01 3.69699805e-01 4.84580584e-02
-8.12039028e-02 -1.25784641e-01]
[ -1.84962721e-01 -2.34623242e-01 2.58476941e-01 -2.21479919e-01
5.96183708e-01 -5.09863302e-02 6.20661066e-01 1.46754028e-02
-2.39327733e-01 -7.45475627e-03]
[ -1.15250691e-01 -1.76975416e-01 -1.74387084e-01 -8.38072668e-02
4.35497721e-01 -2.35348306e-01 1.33261159e-01 1.70399878e-01
3.72287078e-03 -1.01022464e-01]
[ 1.28683805e-01 2.74441271e-01 1.72317626e-01 -6.58555127e-02
-1.53545015e-01 4.16644069e-02 -1.87619697e-01 2.84937023e-01
9.35726985e-02 1.98242078e-01]
[ 3.44828765e-01 2.96799039e-01 -8.57308187e-02 3.10331694e-01
-8.84626723e-01 -2.85699374e-01 -4.57768166e-01 1.77530534e-01
3.75518882e-01 -4.46118517e-02]
[ 5.25108054e-02 1.56412619e-01 2.55275500e-01 2.58889177e-01
-8.17620048e-02 -1.98053276e-01 -1.93107359e-01 -1.32404127e-01
-1.33606671e-01 -2.79287708e-01]
[ 2.51149211e-02 -4.98385578e-02 -1.17616409e-01 -5.23232185e-02
2.45230066e-01 4.11283156e-02 -1.10364706e-02 -1.84172183e-01
3.59407470e-02 2.10710611e-01]
[ -1.91376509e-04 -5.74888220e-02 -6.68914898e-02 -5.16809250e-02
-1.19228270e-02 -1.75322544e-01 9.12591155e-02 1.01154648e-02
3.68843297e-02 6.98594813e-03]
[ 2.72222472e-02 6.15381755e-02 2.44305096e-01 7.24445331e-02
-2.20487854e-01 -1.33434805e-01 1.19869074e-01 3.97394707e-02
-1.87187412e-01 1.08486065e-01]
[ 6.25771599e-02 4.51528409e-03 1.03742574e-01 -4.71283805e-03
-1.99361262e-01 7.36979353e-02 9.32974772e-02 -2.71277712e-01
-2.65056199e-02 -1.00570596e-01]
[ -2.19328888e-02 5.94756705e-02 7.97061249e-02 -4.44271283e-02
1.13966479e-02 1.86297937e-01 1.29563324e-01 1.17784151e-01
-3.23671518e-02 1.60002096e-01]
[ 2.10649552e-01 3.73173518e-02 2.40093635e-02 6.70308134e-02
9.74159003e-02 -1.74815249e-02 -1.30185240e-01 1.47681639e-01
-6.54653612e-02 -3.29051026e-02]
[ 3.16285513e-02 -4.66768466e-02 1.22621133e-02 2.64300580e-02
-3.61260555e-01 -1.18113612e-01 -1.76273500e-01 4.05353346e-02
1.09336763e-01 1.81358247e-01]
[ 2.88927774e-02 5.16275911e-01 1.14077359e-01 3.91210739e-01
-1.02392543e+00 -3.00384124e-01 -6.09742217e-01 -7.38917701e-02
2.69670345e-01 3.14692861e-01]
[ 1.77332172e-01 5.18681654e-01 6.27314767e-02 4.14957676e-01
-8.33855569e-01 -8.28882739e-02 -4.53545499e-01 1.50712260e-01
2.01133333e-01 4.87050630e-01]
[ 2.58578029e-01 2.96806679e-01 2.45661376e-01 1.42475006e-01
-3.96438412e-01 8.16096465e-02 -2.07170060e-01 1.62657296e-01
2.36520341e-01 7.58027404e-02]
[ -7.44945951e-02 2.12611577e-01 2.41203665e-01 1.42715474e-02
-2.92105280e-02 1.31639580e-01 -9.27354139e-02 -1.51441872e-02
-3.49443564e-02 4.92982465e-02]
[ -9.88455563e-02 -1.12708537e-02 2.44092635e-02 9.10161773e-02
-4.44855378e-02 1.16935920e-01 2.61915056e-01 2.02502068e-02
-2.76611070e-01 -9.56096894e-02]
[ -2.19162250e-01 -1.89868307e-02 -9.28332526e-02 -3.43693910e-01
1.79042669e-01 1.19833115e-01 1.00072477e-01 1.03626683e-01
-2.07253826e-01 3.26027261e-02]
[ 1.60651002e-02 -3.56217255e-01 -1.24567010e-01 -1.54336361e-01
3.49692885e-01 2.39597706e-02 1.56974534e-01 1.53065404e-01
-1.59342215e-01 -2.12564397e-01]
[ 1.39992061e-01 -1.74017408e-01 -1.42435668e-01 -7.38618246e-03
1.37725066e-01 -5.79443419e-02 8.27860621e-03 -1.49176135e-01
1.27980611e-01 -1.16508207e-01]
[ -1.16607881e-01 1.38323507e-01 2.60032779e-01 -1.76560637e-02
1.59604027e-01 8.61714724e-02 -9.97377854e-03 -2.98318417e-01
-1.18118608e-01 -5.82852576e-02]
[ -3.50799182e-01 8.09893386e-02 1.12959774e-02 -3.16616548e-02
1.51334723e-01 -1.69856675e-01 -2.95620731e-02 2.34757480e-01
-9.34669671e-02 7.56401369e-02]
[ 1.48522782e-01 9.08730677e-02 -2.37496599e-01 -9.10288345e-02
1.16945225e-01 -2.92960245e-01 1.99676281e-02 -1.68062351e-01
-3.02807831e-03 -1.89738807e-01]
[ 2.05238473e-01 -1.62494587e-01 5.92385149e-02 -3.32161998e-02
9.89877949e-02 -2.91184546e-02 1.22663035e-02 -1.37467956e-01
1.04481182e-01 -1.89203752e-01]
[ -1.07535732e-01 -4.58017608e-02 1.19771006e-01 1.04632045e-01
4.79818579e-02 -1.10670416e-01 2.47707039e-01 -7.75154921e-02
1.82274797e-01 -7.46681664e-03]
[ 1.80420592e-02 -1.36362590e-01 2.12698148e-01 -2.19636093e-01
2.31554404e-02 1.06761439e-01 1.44573913e-02 -1.13533794e-01
3.82542128e-02 2.47994859e-01]]
[[ 0.58645305]
[ 1.46148522]
[ 0.29458312]
[ 0.83893168]
[-2.56615023]
[-0.26952123]
[-1.52303845]
[ 0.05557057]
[ 0.65219734]
[ 0.87842194]]
Progress: 22.0% ... Training loss: 0.304 ... Validation loss: 0.471[[ 1.60072507e-01 2.08297567e-01 -1.10634830e-01 1.04171567e-01
-5.02454258e-01 -6.91743887e-02 -5.63876611e-02 1.23561890e-01
-7.29641207e-02 1.86541971e-01]
[ 1.23930687e-02 1.60081113e-01 -2.10703082e-02 3.75993038e-02
1.06728235e-01 -4.61773751e-03 3.08124275e-01 4.11022985e-02
1.36560849e-01 -3.25084861e-02]
[ 1.77752244e-01 4.42636796e-01 1.77932051e-02 4.09688726e-02
1.99219536e-01 -3.99181515e-02 -5.23271781e-01 -3.65734509e-02
7.33979392e-02 2.96419010e-01]
[ -1.81095740e-02 -2.93629338e-01 -2.36269867e-01 3.76905748e-02
-9.73984095e-03 1.62124599e-01 1.26251626e-01 5.60523413e-02
2.39669584e-02 1.25486102e-01]
[ -7.12515625e-04 1.59862454e-01 -1.43299133e-01 4.83685046e-02
5.53898011e-02 -1.81396675e-01 2.90691992e-02 -1.19278781e-01
-1.80254758e-01 1.48483134e-02]
[ -3.55946727e-01 -3.93709432e-01 -2.88191649e-01 1.56612677e-01
1.50563850e-01 4.39239607e-02 8.71204631e-02 -3.56343958e-02
-5.15411221e-03 2.22186382e-02]
[ -2.52893154e-03 -1.71039733e-01 1.03049141e-02 9.33373842e-02
-2.01946546e-02 -7.13441764e-02 1.68387355e-01 -1.89791663e-01
1.88291798e-01 3.34875947e-02]
[ 1.17535198e-01 -2.17740510e-01 3.52723259e-02 -6.26025669e-02
1.05991262e-01 -4.77706867e-02 5.46411990e-02 1.21913900e-01
7.86433884e-02 -1.85515074e-02]
[ -1.74572680e-01 -9.72375341e-02 -3.06894968e-01 -2.73146347e-02
1.06491007e-02 7.17344494e-02 -1.93268690e-01 -2.84935979e-02
2.55074385e-01 -1.31771513e-01]
[ 7.42461924e-02 -2.68512834e-01 9.63432366e-02 4.82410199e-02
8.17104084e-02 -1.17253287e-01 5.86842301e-02 -9.91837785e-02
2.56938503e-02 1.41436211e-01]
[ -8.62035636e-02 4.45045196e-02 -4.15569372e-03 -1.64172867e-01
6.95995495e-02 2.58374018e-02 1.20092753e-01 -1.03034291e-01
-2.74627470e-02 -1.36816307e-01]
[ -1.10262426e-01 -6.03307761e-02 -6.92466241e-02 -7.72248319e-03
3.63432715e-01 1.01048691e-01 2.62503052e-02 -1.58764549e-02
-1.68590286e-01 -2.08007633e-01]
[ -1.56450021e-01 5.22730026e-03 6.21736137e-02 2.24536097e-02
-1.73961743e-01 -2.19982265e-01 -1.79225683e-01 -1.96963308e-01
8.76352615e-02 1.74907295e-01]
[ -2.26493117e-01 -1.90505872e-01 1.16351409e-01 2.65493994e-01
-1.07325754e-01 -8.13530062e-02 -7.88498432e-02 -2.55543518e-01
-2.16093345e-01 -7.53104967e-03]
[ 1.17786917e-01 -7.16909557e-02 -1.69428923e-02 1.24592183e-01
-2.30056340e-02 -8.77786954e-02 1.31642359e-01 4.19414841e-03
3.53769406e-02 2.37739828e-02]
[ 3.58620309e-02 -5.23189740e-02 -2.11919233e-01 1.46834153e-01
-3.90059817e-02 8.75025431e-02 -7.67674518e-02 -2.00136624e-02
-9.50784114e-02 -6.06875371e-03]
[ -1.26488988e-01 -6.90477112e-02 -2.05753701e-01 1.48140484e-01
6.56458294e-03 1.36878316e-01 1.79645121e-02 -2.50503594e-01
6.26433577e-02 -2.07754967e-01]
[ -7.48156621e-02 -4.63854069e-02 2.73761258e-01 9.07017079e-02
1.47573748e-01 -5.89124886e-02 -1.14648939e-01 1.20375811e-01
6.49589387e-02 2.40470594e-02]
[ 5.31586595e-02 -2.18424809e-02 8.73758617e-02 8.83844119e-02
7.71636817e-02 -1.74524598e-02 2.44693959e-01 1.20660176e-01
-3.33669796e-02 -6.51817222e-02]
[ 2.52213869e-03 -1.64077982e-01 -2.93028385e-01 -5.64921912e-02
2.29751526e-01 -8.87926608e-02 1.85119403e-01 1.63831297e-01
1.01742967e-01 -3.74244876e-02]
[ 5.02281816e-02 -2.03381332e-03 -1.18103948e-01 4.10133979e-02
-8.11474167e-02 3.24198768e-01 2.57035930e-01 2.05221308e-01
-1.64947711e-01 -6.14785893e-02]
[ 7.80575792e-03 -1.02030636e-02 1.23795228e-01 1.11030234e-01
-2.45064612e-02 1.04185311e-01 -1.59278843e-01 -4.08692530e-02
2.14500918e-01 8.32773251e-02]
[ 1.03201748e-01 6.41439445e-02 -5.04144516e-02 -1.10070007e-01
-7.65577442e-02 -3.26992271e-01 1.22098626e-01 8.31700101e-03
1.35432418e-01 8.11798805e-02]
[ -9.76732708e-02 1.32696099e-02 -1.49888574e-02 2.39067438e-02
4.98512416e-03 -2.03672441e-01 -9.45967819e-02 -1.97428901e-02
1.56125575e-02 1.30143310e-01]
[ -1.40660855e-01 -5.52240724e-02 -1.95536100e-01 1.07304894e-03
-2.70300382e-01 -6.05551973e-03 -2.14457707e-02 -2.31871450e-02
6.99737367e-03 6.80303315e-02]
[ -2.54981526e-02 -5.30387831e-02 -7.26026722e-02 -1.22034710e-01
5.15190675e-01 2.74408514e-01 5.25804811e-01 1.13494716e-01
-1.77444591e-01 -3.67135670e-01]
[ -9.55736890e-03 -3.37243239e-01 -2.65162773e-02 -6.47322273e-02
6.35852042e-01 9.84888252e-02 4.78754815e-01 9.19995790e-02
3.52415001e-02 -3.70818946e-01]
[ 1.43302662e-02 -4.02601602e-01 -4.16044858e-02 -1.04305800e-01
6.68646222e-01 2.28708122e-02 4.57151240e-01 4.90259711e-02
-3.60158305e-01 -2.12958247e-01]
[ -1.57341722e-01 -5.37964523e-01 -4.11477494e-03 -1.88805319e-01
7.22677165e-01 -9.47215193e-02 5.68706266e-01 -8.15333385e-02
-5.65610585e-02 9.45132654e-02]
[ -2.80312787e-01 -3.46577742e-01 5.93981660e-02 -3.77012728e-02
8.93179085e-01 1.39423400e-01 3.70315518e-01 4.84356517e-02
-8.14654982e-02 -1.26129345e-01]
[ -1.84865455e-01 -2.34530644e-01 2.58530624e-01 -2.21324791e-01
5.95715947e-01 -5.10330745e-02 6.20589125e-01 1.46851192e-02
-2.39205593e-01 -7.31734519e-03]
[ -1.15863447e-01 -1.78563338e-01 -1.74675596e-01 -8.47026360e-02
4.38195286e-01 -2.35070456e-01 1.34962038e-01 1.70342402e-01
3.03854058e-03 -1.01962712e-01]
[ 1.28016157e-01 2.72889119e-01 1.71961757e-01 -6.68308465e-02
-1.50695009e-01 4.19873587e-02 -1.85832106e-01 2.84870373e-01
9.28100296e-02 1.97217594e-01]
[ 3.45361317e-01 2.98646200e-01 -8.53847242e-02 3.11172188e-01
-8.87101024e-01 -2.85973189e-01 -4.59425589e-01 1.77591126e-01
3.76066232e-01 -4.36631035e-02]
[ 5.24991448e-02 1.56284521e-01 2.55261877e-01 2.58881249e-01
-8.17361904e-02 -1.98058935e-01 -1.93050259e-01 -1.32405556e-01
-1.33619516e-01 -2.79345294e-01]
[ 2.49850147e-02 -5.01293389e-02 -1.17676119e-01 -5.24883866e-02
2.45770245e-01 4.11839660e-02 -1.07113493e-02 -1.84183162e-01
3.58049648e-02 2.10537453e-01]
[ -7.41315936e-04 -5.88931814e-02 -6.71849991e-02 -5.25222360e-02
-9.38542299e-03 -1.75087614e-01 9.27336186e-02 1.00611976e-02
3.62247908e-02 6.14637703e-03]
[ 2.80074674e-02 6.33852588e-02 2.44706259e-01 7.36999228e-02
-2.24249770e-01 -1.33797770e-01 1.17875705e-01 3.98218694e-02
-1.86211206e-01 1.09459289e-01]
[ 6.28997467e-02 4.90612876e-03 1.03882825e-01 -4.31903087e-03
-2.00488795e-01 7.35960088e-02 9.25783274e-02 -2.71254909e-01
-2.61584605e-02 -1.00159282e-01]
[ -2.19199819e-02 5.94951985e-02 7.97132116e-02 -4.44132897e-02
1.13787162e-02 1.86292415e-01 1.29508690e-01 1.17784977e-01
-3.23507828e-02 1.60005861e-01]
[ 2.10170933e-01 3.61872134e-02 2.37457718e-02 6.63256819e-02
9.96312532e-02 -1.72862076e-02 -1.28919511e-01 1.47635456e-01
-6.59970439e-02 -3.36805167e-02]
[ 3.13457048e-02 -4.73416325e-02 1.21135394e-02 2.59850237e-02
-3.59788300e-01 -1.17992593e-01 -1.75557309e-01 4.05048189e-02
1.09038871e-01 1.80947758e-01]
[ 2.71961352e-02 5.12385491e-01 1.13263423e-01 3.88638729e-01
-1.01693189e+00 -2.99593111e-01 -6.05977540e-01 -7.40615826e-02
2.67779744e-01 3.12293304e-01]
[ 1.75971799e-01 5.15643265e-01 6.20516414e-02 4.13146761e-01
-8.28595930e-01 -8.22942360e-02 -4.50290107e-01 1.50584005e-01
1.99669806e-01 4.84999761e-01]
[ 2.58168145e-01 2.95972948e-01 2.45455235e-01 1.41915033e-01
-3.94697575e-01 8.17723217e-02 -2.06129269e-01 1.62621411e-01
2.36099457e-01 7.52587275e-02]
[ -7.45255729e-02 2.12648998e-01 2.41233395e-01 1.42983059e-02
-2.93666500e-02 1.31628828e-01 -9.27620490e-02 -1.51377494e-02
-3.49212545e-02 4.92951463e-02]
[ -9.89818104e-02 -1.15284768e-02 2.43381805e-02 9.07998386e-02
-4.38919774e-02 1.17003025e-01 2.62235549e-01 2.02364233e-02
-2.76758094e-01 -9.58305335e-02]
[ -2.19225998e-01 -1.91142473e-02 -9.28582492e-02 -3.43742064e-01
1.79312974e-01 1.19846524e-01 1.00360936e-01 1.03622417e-01
-2.07319390e-01 3.25411288e-02]
[ 1.60972739e-02 -3.56213544e-01 -1.24550051e-01 -1.54290742e-01
3.49530381e-01 2.39429904e-02 1.56932180e-01 1.53068668e-01
-1.59306006e-01 -2.12520463e-01]
[ 1.38150818e-01 -1.78196616e-01 -1.43346578e-01 -9.94355735e-03
1.44931958e-01 -5.71071498e-02 1.29662582e-02 -1.49351557e-01
1.25922020e-01 -1.19263859e-01]
[ -1.17388521e-01 1.36423976e-01 2.59654735e-01 -1.87039788e-02
1.62903247e-01 8.65061254e-02 -7.84027785e-03 -2.98382007e-01
-1.18958273e-01 -5.94154783e-02]
[ -3.51926223e-01 7.81947505e-02 1.07421272e-02 -3.32148882e-02
1.56150551e-01 -1.69393537e-01 -2.67115284e-02 2.34654108e-01
-9.46752884e-02 7.40187636e-02]
[ 1.46941971e-01 8.69727842e-02 -2.38223812e-01 -9.33962161e-02
1.23870894e-01 -2.92274892e-01 2.41311997e-02 -1.68210459e-01
-4.87001467e-03 -1.92244147e-01]
[ 2.04487737e-01 -1.64320906e-01 5.88611737e-02 -3.42421754e-02
1.01953273e-01 -2.87931393e-02 1.42535472e-02 -1.37535084e-01
1.03735069e-01 -1.90276543e-01]
[ -1.07278510e-01 -4.51678288e-02 1.19922924e-01 1.04978977e-01
4.71093830e-02 -1.10796493e-01 2.47034679e-01 -7.74918483e-02
1.82541038e-01 -7.06278599e-03]
[ 1.80841959e-02 -1.36184778e-01 2.12681322e-01 -2.19617250e-01
2.26249115e-02 1.06795438e-01 1.38798612e-02 -1.13540747e-01
3.83762036e-02 2.47990627e-01]]
[[ 0.56522248]
[ 1.44087028]
[ 0.27422875]
[ 0.81589255]
[-2.585248 ]
[-0.28720496]
[-1.5403785 ]
[ 0.03585301]
[ 0.62977508]
[ 0.85633203]]
Progress: 22.1% ... Training loss: 0.303 ... Validation loss: 0.480[[ 1.61769568e-01 2.11493860e-01 -1.09765919e-01 1.06485620e-01
-5.09743263e-01 -7.00080070e-02 -6.00069652e-02 1.23678115e-01
-7.10439647e-02 1.88579557e-01]
[ 1.20652095e-02 1.59273028e-01 -2.12244059e-02 3.71193390e-02
1.08113930e-01 -4.45450570e-03 3.08973764e-01 4.10812490e-02
1.36204883e-01 -3.29760146e-02]
[ 1.79869926e-01 4.47580547e-01 1.88067287e-02 4.37551527e-02
1.89672446e-01 -4.08828398e-02 -5.28320171e-01 -3.64336956e-02
7.56954920e-02 2.98932443e-01]
[ -1.70314741e-02 -2.91042209e-01 -2.35830958e-01 3.91212674e-02
-1.28633397e-02 1.61580185e-01 1.23532481e-01 5.61122956e-02
2.47427610e-02 1.27202977e-01]
[ 2.27184274e-04 1.62194886e-01 -1.42789947e-01 5.00110600e-02
5.14114202e-02 -1.81972981e-01 2.60360916e-02 -1.19212731e-01
-1.78916743e-01 1.64276512e-02]
[ -3.55330463e-01 -3.92767156e-01 -2.87869922e-01 1.57568821e-01
1.47464075e-01 4.35548320e-02 8.58183203e-02 -3.55923827e-02
-4.39240791e-03 2.31470360e-02]
[ -1.64248895e-03 -1.69885640e-01 1.07373138e-02 9.44570431e-02
-2.41760980e-02 -7.17100896e-02 1.66635538e-01 -1.89739280e-01
1.89335183e-01 3.44959203e-02]
[ 1.17434676e-01 -2.18463290e-01 3.52309174e-02 -6.27639929e-02
1.05636591e-01 -4.77512904e-02 5.52717728e-02 1.21913001e-01
7.86388029e-02 -1.88113727e-02]
[ -1.71777626e-01 -9.00713208e-02 -3.05562896e-01 -2.33470667e-02
-5.91955099e-05 7.03554967e-02 -2.00485226e-01 -2.83170292e-02
2.57844040e-01 -1.27751371e-01]
[ 7.65124583e-02 -2.63793229e-01 9.74707958e-02 5.13462949e-02
7.16154757e-02 -1.18381460e-01 5.36983067e-02 -9.90363378e-02
2.81852605e-02 1.44309752e-01]
[ -8.45402453e-02 4.82513035e-02 -3.35700625e-03 -1.61772761e-01
6.23897083e-02 2.49863317e-02 1.15841258e-01 -1.02926446e-01
-2.56941542e-02 -1.34332872e-01]
[ -1.09994771e-01 -6.02573625e-02 -6.91280806e-02 -7.34591917e-03
3.62593304e-01 1.00933336e-01 2.58478021e-02 -1.58616751e-02
-1.68280131e-01 -2.07667609e-01]
[ -1.56450021e-01 5.22730026e-03 6.21736137e-02 2.24536097e-02
-1.73961743e-01 -2.19982265e-01 -1.79225683e-01 -1.96963308e-01
8.76352615e-02 1.74907295e-01]
[ -2.26555687e-01 -1.90815051e-01 1.16323574e-01 2.65422050e-01
-1.07045280e-01 -8.13421216e-02 -7.86277120e-02 -2.55546256e-01
-2.16142591e-01 -7.62429261e-03]
[ 1.17958911e-01 -7.15911424e-02 -1.68343908e-02 1.24877300e-01
-2.40983120e-02 -8.78895440e-02 1.31455382e-01 4.20569734e-03
3.56018326e-02 2.40056399e-02]
[ 3.64864444e-02 -5.09839679e-02 -2.11623132e-01 1.47745779e-01
-4.18363962e-02 8.71762232e-02 -7.83905205e-02 -1.99733099e-02
-9.43624154e-02 -5.10929781e-03]
[ -1.26233718e-01 -6.85999744e-02 -2.05632229e-01 1.48488179e-01
5.57087233e-03 1.36746440e-01 1.73562951e-02 -2.50489919e-01
6.29196500e-02 -2.07374521e-01]
[ -7.44697297e-02 -4.60602132e-02 2.73945990e-01 9.11625391e-02
1.45710078e-01 -5.90469447e-02 -1.15273775e-01 1.20396205e-01
6.54260812e-02 2.44407232e-02]
[ 5.30852759e-02 -2.26072741e-02 8.72649300e-02 8.80222517e-02
7.80449204e-02 -1.73155001e-02 2.45284334e-01 1.20648335e-01
-3.35126158e-02 -6.56587846e-02]
[ 2.68326548e-03 -1.63918725e-01 -2.92965767e-01 -5.63006263e-02
2.28923003e-01 -8.88760943e-02 1.84772130e-01 1.63839611e-01
1.01914966e-01 -3.72157299e-02]
[ 5.05856852e-02 -1.25360891e-03 -1.17892921e-01 4.15967791e-02
-8.32118798e-02 3.23978704e-01 2.56241635e-01 2.05251885e-01
-1.64468779e-01 -6.09395418e-02]
[ 8.02290844e-03 -9.33080742e-03 1.23940066e-01 1.11392069e-01
-2.55084455e-02 1.04020773e-01 -1.59868995e-01 -4.08486682e-02
2.14639930e-01 8.36773231e-02]
[ 1.05604465e-01 7.02949241e-02 -4.92558496e-02 -1.06571442e-01
-8.62214753e-02 -3.28174157e-01 1.15795384e-01 8.47103375e-03
1.37960515e-01 8.46759562e-02]
[ -9.78726863e-02 1.27245039e-02 -1.50921465e-02 2.35846054e-02
6.01008737e-03 -2.03562352e-01 -9.39808961e-02 -1.97576378e-02
1.53772354e-02 1.29804283e-01]
[ -1.40664354e-01 -5.52356384e-02 -1.95537148e-01 1.07062094e-03
-2.70292069e-01 -6.05463010e-03 -2.14360247e-02 -2.31872310e-02
6.99537276e-03 6.80275629e-02]
[ -2.58980492e-02 -5.40593879e-02 -7.28102606e-02 -1.22653853e-01
5.16974600e-01 2.74613871e-01 5.26949170e-01 1.13468668e-01
-1.77922586e-01 -3.67784905e-01]
[ -9.66235250e-03 -3.37526984e-01 -2.65688907e-02 -6.48876853e-02
6.36288602e-01 9.85404285e-02 4.79042504e-01 9.19927399e-02
3.51251733e-02 -3.70985055e-01]
[ 1.40599591e-02 -4.03323281e-01 -4.17401935e-02 -1.04699416e-01
6.69765675e-01 2.30000477e-02 4.57906279e-01 4.90112408e-02
-3.60457054e-01 -2.13354373e-01]
[ -1.57534040e-01 -5.38308088e-01 -4.21040800e-03 -1.89089892e-01
7.23540457e-01 -9.46217711e-02 5.69154550e-01 -8.15458258e-02
-5.67712290e-02 9.42214860e-02]
[ -2.80753002e-01 -3.47610867e-01 5.91890834e-02 -3.83365526e-02
8.95065962e-01 1.39645262e-01 3.71508149e-01 4.84084200e-02
-8.19405760e-02 -1.26777374e-01]
[ -1.84576447e-01 -2.34406433e-01 2.58687692e-01 -2.20877596e-01
5.94487113e-01 -5.11928172e-02 6.20221335e-01 1.47050982e-02
-2.38856870e-01 -6.83516424e-03]
[ -1.15870324e-01 -1.78604412e-01 -1.74681003e-01 -8.47176765e-02
4.38319797e-01 -2.35072334e-01 1.34986643e-01 1.70341450e-01
3.02522252e-03 -1.01981290e-01]
[ 1.28081127e-01 2.73130090e-01 1.71983320e-01 -6.67271672e-02
-1.51022294e-01 4.19551010e-02 -1.86039501e-01 2.84874417e-01
9.28769761e-02 1.97319217e-01]
[ 3.45356073e-01 2.98391010e-01 -8.54006063e-02 3.11002506e-01
-8.86374050e-01 -2.85926948e-01 -4.59267783e-01 1.77585172e-01
3.75911244e-01 -4.38004774e-02]
[ 5.28143577e-02 1.57028955e-01 2.55416578e-01 2.59321405e-01
-8.31488926e-02 -1.98221471e-01 -1.93904434e-01 -1.32385003e-01
-1.33258945e-01 -2.78859205e-01]
[ 2.60631765e-02 -4.75718875e-02 -1.17156407e-01 -5.09146881e-02
2.40875788e-01 4.06300928e-02 -1.36270481e-02 -1.84117411e-01
3.70071381e-02 2.12096682e-01]
[ -1.08726595e-03 -5.96406492e-02 -6.73702154e-02 -5.30607547e-02
-7.93709592e-03 -1.74915259e-01 9.36200647e-02 1.00391419e-02
3.57760426e-02 5.61484861e-03]
[ 2.88974230e-02 6.55725089e-02 2.45140859e-01 7.49928466e-02
-2.28196179e-01 -1.34228326e-01 1.15635852e-01 3.98786580e-02
-1.85249373e-01 1.10643930e-01]
[ 6.29303549e-02 4.99513853e-03 1.03874161e-01 -4.29319526e-03
-2.00662079e-01 7.35760045e-02 9.25364384e-02 -2.71253834e-01
-2.61444661e-02 -1.00200932e-01]
[ -2.20268266e-02 5.92040166e-02 7.96558920e-02 -4.45731431e-02
1.18754226e-02 1.86347736e-01 1.29814848e-01 1.17778134e-01
-3.24747995e-02 1.59836301e-01]
[ 2.10549280e-01 3.70240318e-02 2.39332928e-02 6.68757621e-02
9.79200775e-02 -1.74708497e-02 -1.29974078e-01 1.47659497e-01
-6.55575274e-02 -3.30982214e-02]
[ 3.15093768e-02 -4.69862609e-02 1.21859937e-02 2.62071366e-02
-3.60494408e-01 -1.18071330e-01 -1.76002939e-01 4.05146381e-02
1.09200627e-01 1.81155093e-01]
[ 2.88330075e-02 5.15884352e-01 1.14096747e-01 3.90944939e-01
-1.02350309e+00 -3.00378198e-01 -6.09601448e-01 -7.39529518e-02
2.69644946e-01 3.14575076e-01]
[ 1.75895554e-01 5.15374389e-01 6.20109883e-02 4.13011447e-01
-8.28399247e-01 -8.22524084e-02 -4.50010790e-01 1.50579046e-01
1.99575226e-01 4.84867091e-01]
[ 2.59207046e-01 2.98445976e-01 2.45994962e-01 1.43534141e-01
-3.99787633e-01 8.12189765e-02 -2.08895055e-01 1.62691502e-01
2.37332371e-01 7.68894593e-02]
[ -7.44611182e-02 2.12827109e-01 2.41265319e-01 1.44051694e-02
-2.97816638e-02 1.31585905e-01 -9.29550698e-02 -1.51326139e-02
-3.48438205e-02 4.93866993e-02]
[ -9.92831822e-02 -1.22887714e-02 2.42015201e-02 9.03728578e-02
-4.24966134e-02 1.17157728e-01 2.63046479e-01 2.02168094e-02
-2.77079223e-01 -9.62866831e-02]
[ -2.18941720e-01 -1.84407250e-02 -9.27206228e-02 -3.43334562e-01
1.78121757e-01 1.19690082e-01 9.96105464e-02 1.03640360e-01
-2.06990455e-01 3.29759149e-02]
[ 1.63103256e-02 -3.55865974e-01 -1.24445053e-01 -1.53970701e-01
3.48575268e-01 2.38321627e-02 1.56459099e-01 1.53082595e-01
-1.59060749e-01 -2.12226912e-01]
[ 1.39277187e-01 -1.76306231e-01 -1.42860553e-01 -8.46765345e-03
1.40353697e-01 -5.75934103e-02 1.04389898e-02 -1.49290665e-01
1.27079058e-01 -1.17722340e-01]
[ -1.16770272e-01 1.38035892e-01 2.59956758e-01 -1.78248438e-02
1.60869663e-01 8.61984208e-02 -9.52053640e-03 -2.98343213e-01
-1.18371057e-01 -5.85004711e-02]
[ -3.51764303e-01 7.79968942e-02 1.08049349e-02 -3.30929946e-02
1.55570114e-01 -1.69421279e-01 -2.67086382e-02 2.34664283e-01
-9.44834821e-02 7.40388657e-02]
[ 1.46930010e-01 8.70533241e-02 -2.38181674e-01 -9.32818211e-02
1.23007755e-01 -2.92347456e-01 2.42591094e-02 -1.68204414e-01
-4.81715991e-03 -1.92198508e-01]
[ 2.04518699e-01 -1.64682899e-01 5.88963224e-02 -3.41530137e-02
1.01938368e-01 -2.88421480e-02 1.46109786e-02 -1.37526239e-01
1.03849408e-01 -1.90210166e-01]
[ -1.06449478e-01 -4.32016100e-02 1.20326843e-01 1.06066277e-01
4.41118754e-02 -1.11227980e-01 2.44973945e-01 -7.74374666e-02
1.83337419e-01 -5.86681993e-03]
[ 1.95268620e-02 -1.32634187e-01 2.13394050e-01 -2.17503093e-01
1.55485599e-02 1.06075606e-01 1.00199696e-02 -1.13449815e-01
4.00467279e-02 2.49903017e-01]]
[[ 0.58159765]
[ 1.45821802]
[ 0.28846334]
[ 0.83233023]
[-2.57426663]
[-0.27463454]
[-1.52949261]
[ 0.0487634 ]
[ 0.64808879]
[ 0.87527346]]
Progress: 22.1% ... Training loss: 0.299 ... Validation loss: 0.469[[ 1.59851656e-01 2.07499429e-01 -1.10665927e-01 1.03804484e-01
-5.02081035e-01 -6.91218270e-02 -5.53869913e-02 1.23498500e-01
-7.31188291e-02 1.85717321e-01]
[ 1.21699632e-02 1.59586148e-01 -2.11666057e-02 3.72927323e-02
1.07844577e-01 -4.49353285e-03 3.08649085e-01 4.10898933e-02
1.36412227e-01 -3.27259364e-02]
[ 1.80895917e-01 4.51042022e-01 1.92446383e-02 4.49001435e-02
1.88560143e-01 -4.13044999e-02 -5.32224395e-01 -3.63691020e-02
7.67411205e-02 3.00813299e-01]
[ -1.71038822e-02 -2.90717064e-01 -2.35745236e-01 3.93050124e-02
-1.41819140e-02 1.61636951e-01 1.23163259e-01 5.61109545e-02
2.49165615e-02 1.27459060e-01]
[ -1.11974405e-03 1.58666709e-01 -1.43394896e-01 4.80579123e-02
5.74816897e-02 -1.81429676e-01 2.97055556e-02 -1.19323924e-01
-1.80477110e-01 1.41032623e-02]
[ -3.56702413e-01 -3.96311271e-01 -2.88521575e-01 1.55737043e-01
1.52158192e-01 4.41811766e-02 8.99307255e-02 -3.57040390e-02
-5.83590881e-03 2.09833589e-02]
[ -1.12520171e-03 -1.68496895e-01 1.10421474e-02 9.51340434e-02
-2.62887372e-02 -7.19628466e-02 1.65230088e-01 -1.89712411e-01
1.89809867e-01 3.52620025e-02]
[ 1.17329510e-01 -2.18362627e-01 3.51855899e-02 -6.29075604e-02
1.06534069e-01 -4.77099891e-02 5.52228153e-02 1.21901369e-01
7.86383767e-02 -1.88268720e-02]
[ -1.72155322e-01 -9.09768784e-02 -3.05714380e-01 -2.38265108e-02
1.40956595e-03 7.05184034e-02 -1.99564680e-01 -2.83447305e-02
2.57463140e-01 -1.28342938e-01]
[ 7.58167141e-02 -2.65033499e-01 9.71938361e-02 5.04279118e-02
7.32385959e-02 -1.18105628e-01 5.57111272e-02 -9.91012275e-02
2.74637324e-02 1.43223704e-01]
[ -8.49899714e-02 4.70217911e-02 -3.53173211e-03 -1.62519029e-01
6.49990879e-02 2.52088895e-02 1.16958768e-01 -1.02968303e-01
-2.61428833e-02 -1.34961692e-01]
[ -1.10186826e-01 -6.07478445e-02 -6.92200250e-02 -7.45905818e-03
3.63308522e-01 1.01012741e-01 2.62960146e-02 -1.58790491e-02
-1.68460016e-01 -2.07957401e-01]
[ -1.56450021e-01 5.22730026e-03 6.21736137e-02 2.24536097e-02
-1.73961743e-01 -2.19982265e-01 -1.79225683e-01 -1.96963308e-01
8.76352615e-02 1.74907295e-01]
[ -2.27252778e-01 -1.92771858e-01 1.15999421e-01 2.64613101e-01
-1.04502149e-01 -8.10343981e-02 -7.67245282e-02 -2.55601047e-01
-2.16883881e-01 -8.70117067e-03]
[ 1.17743512e-01 -7.19218997e-02 -1.69246592e-02 1.24609103e-01
-2.37787826e-02 -8.77943224e-02 1.32232847e-01 4.18978343e-03
3.54205121e-02 2.37083928e-02]
[ 3.57271994e-02 -5.30097740e-02 -2.11939097e-01 1.46625569e-01
-3.87540799e-02 8.75315543e-02 -7.62167748e-02 -2.00395017e-02
-9.52077367e-02 -6.34411439e-03]
[ -1.24482335e-01 -6.42223330e-02 -2.04757690e-01 1.50960365e-01
-1.50644615e-03 1.35901383e-01 1.26134853e-02 -2.50354835e-01
6.48489782e-02 -2.04844373e-01]
[ -7.43174127e-02 -4.56953442e-02 2.74002077e-01 9.13342291e-02
1.45154069e-01 -5.90996071e-02 -1.15647767e-01 1.20403650e-01
6.55469137e-02 2.47511982e-02]
[ 5.22641186e-02 -2.45744807e-02 8.68371910e-02 8.67588831e-02
8.19617092e-02 -1.69275141e-02 2.47549019e-01 1.20576790e-01
-3.44947125e-02 -6.69155820e-02]
[ 3.57544564e-03 -1.61564629e-01 -2.92549001e-01 -5.50377860e-02
2.25679937e-01 -8.93116875e-02 1.82227400e-01 1.63912127e-01
1.02908270e-01 -3.58140336e-02]
[ 5.08845539e-02 -3.63840085e-04 -1.17681620e-01 4.21477979e-02
-8.49832251e-02 3.23802383e-01 2.55256800e-01 2.05284366e-01
-1.64023643e-01 -6.04049151e-02]
[ 6.67893802e-03 -1.25640044e-02 1.23268982e-01 1.09454729e-01
-1.96694184e-02 1.04684087e-01 -1.56413169e-01 -4.09643789e-02
2.13216414e-01 8.17089777e-02]
[ 1.05417453e-01 6.99210314e-02 -4.93260914e-02 -1.06823705e-01
-8.54929920e-02 -3.28082499e-01 1.16247067e-01 8.45686829e-03
1.37742850e-01 8.44054097e-02]
[ -9.79350269e-02 1.24872006e-02 -1.51197357e-02 2.34963791e-02
6.27745621e-03 -2.03540065e-01 -9.37785155e-02 -1.97617803e-02
1.53088039e-02 1.29715662e-01]
[ -1.41010413e-01 -5.60573080e-02 -1.95712429e-01 5.73650288e-04
-2.69393257e-01 -5.89072316e-03 -2.04400837e-02 -2.32164191e-02
6.61627165e-03 6.74392085e-02]
[ -2.63426882e-02 -5.52164610e-02 -7.30307495e-02 -1.23296079e-01
5.18891715e-01 2.74829550e-01 5.28070963e-01 1.13432486e-01
-1.78420788e-01 -3.68435729e-01]
[ -9.51113672e-03 -3.37172662e-01 -2.64992886e-02 -6.46599006e-02
6.35674187e-01 9.84639174e-02 4.78653825e-01 9.20058598e-02
3.52951850e-02 -3.70743340e-01]
[ 1.39922895e-02 -4.03770767e-01 -4.17624539e-02 -1.04774532e-01
6.69906634e-01 2.30228726e-02 4.58351860e-01 4.90063545e-02
-3.60534033e-01 -2.13493256e-01]
[ -1.57868054e-01 -5.39004700e-01 -4.37962644e-03 -1.89574696e-01
7.24880426e-01 -9.44632365e-02 5.70007313e-01 -8.15744363e-02
-5.71443152e-02 9.37787505e-02]
[ -2.80609356e-01 -3.47361625e-01 5.92603273e-02 -3.81287866e-02
8.94567106e-01 1.39576529e-01 3.71179786e-01 4.84204536e-02
-8.17788428e-02 -1.26553136e-01]
[ -1.84884625e-01 -2.35244397e-01 2.58538152e-01 -2.21326216e-01
5.95802250e-01 -5.10475426e-02 6.21120861e-01 1.46795619e-02
-2.39192681e-01 -7.31562345e-03]
[ -1.16013960e-01 -1.78840415e-01 -1.74744642e-01 -8.49323307e-02
4.38997067e-01 -2.34999686e-01 1.35330425e-01 1.70328738e-01
2.85575846e-03 -1.02207085e-01]
[ 1.27804170e-01 2.72408668e-01 1.71851045e-01 -6.71231416e-02
-1.49845735e-01 4.20917613e-02 -1.85332375e-01 2.84850788e-01
9.25924907e-02 1.97034001e-01]
[ 3.44518041e-01 2.96661304e-01 -8.57653534e-02 3.09845386e-01
-8.83944786e-01 -2.85524646e-01 -4.57096808e-01 1.77513867e-01
3.74993475e-01 -4.50871114e-02]
[ 5.28277239e-02 1.57025201e-01 2.55439869e-01 2.59389844e-01
-8.32407960e-02 -1.98245977e-01 -1.93972148e-01 -1.32382702e-01
-1.33209112e-01 -2.78875501e-01]
[ 2.60332138e-02 -4.78078068e-02 -1.17183998e-01 -5.10018410e-02
2.41123280e-01 4.06545257e-02 -1.34667853e-02 -1.84125507e-01
3.69331053e-02 2.11996291e-01]
[ -2.59690430e-04 -5.74425876e-02 -6.69840587e-02 -5.18671399e-02
-1.15925322e-02 -1.75303582e-01 9.15639180e-02 1.01051480e-02
3.66947137e-02 6.73162958e-03]
[ 2.83183916e-02 6.42276496e-02 2.44848055e-01 7.41345386e-02
-2.25625007e-01 -1.33938685e-01 1.17135973e-01 3.98284306e-02
-1.85936175e-01 1.09753404e-01]
[ 6.33966758e-02 6.22617119e-03 1.04123442e-01 -3.66651171e-03
-2.02556721e-01 7.33495664e-02 9.12051147e-02 -2.71219628e-01
-2.56621796e-02 -9.95086093e-02]
[ -2.22195632e-02 5.87482004e-02 7.95632657e-02 -4.48587029e-02
1.27234683e-02 1.86438296e-01 1.30329503e-01 1.17761458e-01
-3.26972136e-02 1.59554196e-01]
[ 2.10808639e-01 3.77527613e-02 2.40439489e-02 6.72507493e-02
9.68582638e-02 -1.76084072e-02 -1.30668749e-01 1.47678712e-01
-6.52662165e-02 -3.27394765e-02]
[ 3.13637695e-02 -4.72444617e-02 1.21208314e-02 2.59951217e-02
-3.59869123e-01 -1.17995879e-01 -1.75597533e-01 4.05018708e-02
1.09039404e-01 1.80919424e-01]
[ 2.78790496e-02 5.13684786e-01 1.13619636e-01 3.89529051e-01
-1.01990018e+00 -2.99903592e-01 -6.07167745e-01 -7.40362565e-02
2.68622120e-01 3.13217076e-01]
[ 1.76299318e-01 5.16141083e-01 6.22200018e-02 4.13615889e-01
-8.29644721e-01 -8.24497836e-02 -4.50948460e-01 1.50612180e-01
2.00011507e-01 4.85436718e-01]
[ 2.59331622e-01 2.98882343e-01 2.46114695e-01 1.43854231e-01
-4.00726999e-01 8.11101275e-02 -2.09416116e-01 1.62710090e-01
2.37585435e-01 7.71838538e-02]
[ -7.44778479e-02 2.12796473e-01 2.41267917e-01 1.44000669e-02
-2.96754438e-02 1.31573722e-01 -9.29350402e-02 -1.51313478e-02
-3.48500363e-02 4.93703879e-02]
[ -9.87098388e-02 -1.08662247e-02 2.44848536e-02 9.12190107e-02
-4.45873899e-02 1.16887742e-01 2.61481051e-01 2.02649509e-02
-2.76413636e-01 -9.54228940e-02]
[ -2.19078547e-01 -1.87905697e-02 -9.27875117e-02 -3.43535672e-01
1.78735004e-01 1.19749378e-01 9.99562961e-02 1.03629084e-01
-2.07128266e-01 3.27733499e-02]
[ 1.64776123e-02 -3.55508374e-01 -1.24369238e-01 -1.53734801e-01
3.48005027e-01 2.37525123e-02 1.56007223e-01 1.53095671e-01
-1.58872548e-01 -2.11980773e-01]
[ 1.40007439e-01 -1.74792865e-01 -1.42423703e-01 -7.21411239e-03
1.36356188e-01 -5.79444030e-02 8.74743305e-03 -1.49238744e-01
1.27880745e-01 -1.16661777e-01]
[ -1.17270149e-01 1.36928289e-01 2.59729080e-01 -1.85859007e-02
1.63754817e-01 8.64154994e-02 -8.15495750e-03 -2.98384763e-01
-1.18840191e-01 -5.92280636e-02]
[ -3.52091153e-01 7.71209488e-02 1.06589701e-02 -3.35420394e-02
1.57012216e-01 -1.69279624e-01 -2.59651329e-02 2.34638502e-01
-9.48352255e-02 7.35809027e-02]
[ 1.47045156e-01 8.73803838e-02 -2.38041692e-01 -9.29732105e-02
1.22100850e-01 -2.92463210e-01 2.40604331e-02 -1.68179091e-01
-4.57779690e-03 -1.91914406e-01]
[ 2.03583506e-01 -1.66908923e-01 5.83995754e-02 -3.56626750e-02
1.06742833e-01 -2.83705637e-02 1.70311302e-02 -1.37612567e-01
1.02687341e-01 -1.91722602e-01]
[ -1.06547753e-01 -4.35105432e-02 1.20272302e-01 1.05945832e-01
4.46059584e-02 -1.11171921e-01 2.45272266e-01 -7.74456593e-02
1.83241556e-01 -6.03587785e-03]
[ 1.92041348e-02 -1.32916372e-01 2.13198519e-01 -2.18002828e-01
1.57748876e-02 1.06233771e-01 1.06611887e-02 -1.13489326e-01
3.97343433e-02 2.49420741e-01]]
[[ 0.57741813]
[ 1.45364635]
[ 0.28294147]
[ 0.826394 ]
[-2.57590259]
[-0.27771786]
[-1.53376298]
[ 0.04387351]
[ 0.6439155 ]
[ 0.86910876]]
Progress: 22.1% ... Training loss: 0.298 ... Validation loss: 0.470[[ 1.59734885e-01 2.07063792e-01 -1.10728057e-01 1.03403650e-01
-5.01453033e-01 -6.90284425e-02 -5.56441796e-02 1.23481961e-01
-7.31373992e-02 1.85446622e-01]
[ 1.23756905e-02 1.60111353e-01 -2.10592740e-02 3.75958812e-02
1.06900359e-01 -4.58724852e-03 3.08165412e-01 4.11057344e-02
1.36646868e-01 -3.23957396e-02]
[ 1.80574744e-01 4.50995332e-01 1.88954389e-02 4.36491663e-02
1.90772044e-01 -4.10055723e-02 -5.33258181e-01 -3.64320798e-02
7.63081963e-02 2.99945852e-01]
[ -1.50318722e-02 -2.87088204e-01 -2.34566288e-01 4.25243264e-02
-2.31266995e-02 1.60748704e-01 1.19135625e-01 5.62881871e-02
2.75387817e-02 1.30761103e-01]
[ -2.08731069e-05 1.61634445e-01 -1.42923230e-01 4.99594928e-02
5.23206726e-02 -1.81967280e-01 2.76808539e-02 -1.19226984e-01
-1.79172083e-01 1.53914948e-02]
[ -3.57633199e-01 -3.99286309e-01 -2.88919562e-01 1.54566202e-01
1.55932985e-01 4.45873074e-02 9.30347595e-02 -3.57711621e-02
-6.83747951e-03 1.96203122e-02]
[ -7.72000972e-04 -1.67830681e-01 1.11886168e-02 9.56916249e-02
-2.76357585e-02 -7.21536947e-02 1.64378258e-01 -1.89679539e-01
1.90211089e-01 3.57623541e-02]
[ 1.17055928e-01 -2.19183459e-01 3.49908789e-02 -6.35287027e-02
1.07603725e-01 -4.75341651e-02 5.56077263e-02 1.21868168e-01
7.83806809e-02 -1.94787293e-02]
[ -1.73188310e-01 -9.35117911e-02 -3.06217056e-01 -2.53301318e-02
6.13559150e-03 7.10062700e-02 -1.96789695e-01 -2.84251221e-02
2.56294980e-01 -1.29845457e-01]
[ 7.46092430e-02 -2.68526738e-01 9.65253986e-02 4.85519030e-02
7.85165359e-02 -1.17561687e-01 5.86744593e-02 -9.92023464e-02
2.61677803e-02 1.41219061e-01]
[ -8.45375947e-02 4.75084515e-02 -3.26454807e-03 -1.61796166e-01
6.27756657e-02 2.50002195e-02 1.16309561e-01 -1.02926838e-01
-2.56004225e-02 -1.34287365e-01]
[ -1.11315886e-01 -6.34058341e-02 -6.97676771e-02 -9.04393455e-03
3.68477457e-01 1.01556444e-01 2.93939886e-02 -1.59672390e-02
-1.69732730e-01 -2.09644157e-01]
[ -1.56450021e-01 5.22730026e-03 6.21736137e-02 2.24536097e-02
-1.73961743e-01 -2.19982265e-01 -1.79225683e-01 -1.96963308e-01
8.76352615e-02 1.74907295e-01]
[ -2.27264435e-01 -1.93180617e-01 1.16015785e-01 2.64675168e-01
-1.04080407e-01 -8.10388568e-02 -7.64088521e-02 -2.55596750e-01
-2.16850291e-01 -8.62671887e-03]
[ 1.16778170e-01 -7.44971296e-02 -1.74128417e-02 1.23310302e-01
-1.98696318e-02 -8.73730455e-02 1.35033973e-01 4.11449363e-03
3.43123797e-02 2.22205842e-02]
[ 3.57924754e-02 -5.29803070e-02 -2.11858861e-01 1.46716385e-01
-3.93837813e-02 8.75130815e-02 -7.62509119e-02 -2.00343311e-02
-9.51143584e-02 -6.27142405e-03]
[ -1.24887217e-01 -6.52008020e-02 -2.04954525e-01 1.50438772e-01
1.31923977e-04 1.36059759e-01 1.36960733e-02 -2.50376943e-01
6.44082408e-02 -2.05447339e-01]
[ -7.39237468e-02 -4.47989235e-02 2.74207375e-01 9.19165321e-02
1.43180132e-01 -5.92820796e-02 -1.16681258e-01 1.20435308e-01
6.60025467e-02 2.53332462e-02]
[ 5.22725622e-02 -2.47097726e-02 8.67983657e-02 8.66859681e-02
8.26334552e-02 -1.69113471e-02 2.47527821e-01 1.20570538e-01
-3.45458368e-02 -6.69386577e-02]
[ 3.00352129e-03 -1.63000008e-01 -2.92897802e-01 -5.60975236e-02
2.28240287e-01 -8.90071625e-02 1.83260664e-01 1.63857303e-01
1.02233191e-01 -3.67306783e-02]
[ 5.09027775e-02 -2.83870369e-04 -1.17667500e-01 4.21977847e-02
-8.51390724e-02 3.23780165e-01 2.55202911e-01 2.05286794e-01
-1.63976512e-01 -6.04803489e-02]
[ 6.47431935e-03 -1.32261933e-02 1.23172876e-01 1.09209264e-01
-1.90949670e-02 1.04796640e-01 -1.55722621e-01 -4.09800489e-02
2.13123395e-01 8.14259630e-02]
[ 1.05314973e-01 6.96878720e-02 -4.93771266e-02 -1.06972419e-01
-8.50379751e-02 -3.28049959e-01 1.16513515e-01 8.44916414e-03
1.37631173e-01 8.42551277e-02]
[ -9.77095806e-02 1.30556434e-02 -1.50155900e-02 2.38203907e-02
5.49182621e-03 -2.03638903e-01 -9.43312581e-02 -1.97450692e-02
1.55148564e-02 1.30034584e-01]
[ -1.41344719e-01 -5.68676998e-02 -1.95861714e-01 7.36688997e-05
-2.67855515e-01 -5.73072612e-03 -1.95221749e-02 -2.32426782e-02
6.23404976e-03 6.69132497e-02]
[ -2.64526676e-02 -5.56642456e-02 -7.30842719e-02 -1.23469574e-01
5.19382778e-01 2.74892656e-01 5.28515815e-01 1.13423562e-01
-1.78545429e-01 -3.68633739e-01]
[ -9.99974769e-03 -3.38466692e-01 -2.67381586e-02 -6.53611261e-02
6.37517515e-01 9.86982379e-02 4.80027922e-01 9.19708110e-02
3.47798290e-02 -3.71454221e-01]
[ 1.36606766e-02 -4.04687223e-01 -4.19164099e-02 -1.05229702e-01
6.71130634e-01 2.31721579e-02 4.59307356e-01 4.89819401e-02
-3.60886358e-01 -2.13986038e-01]
[ -1.57817033e-01 -5.39024076e-01 -4.35783951e-03 -1.89476155e-01
7.24552184e-01 -9.44828635e-02 5.70129826e-01 -8.15704496e-02
-5.70936368e-02 9.38783797e-02]
[ -2.80463408e-01 -3.47380332e-01 5.93642640e-02 -3.78062617e-02
8.93714541e-01 1.39469334e-01 3.70920252e-01 4.84379255e-02
-8.15266064e-02 -1.26222503e-01]
[ -1.84846297e-01 -2.35157651e-01 2.58557410e-01 -2.21268277e-01
5.95648285e-01 -5.10670015e-02 6.21043778e-01 1.46826179e-02
-2.39147974e-01 -7.25477465e-03]
[ -1.15902131e-01 -1.78621259e-01 -1.74689464e-01 -8.47689170e-02
4.38483867e-01 -2.35054641e-01 1.35063227e-01 1.70337414e-01
2.98095146e-03 -1.02034153e-01]
[ 1.26774672e-01 2.70165232e-01 1.71359215e-01 -6.86066911e-02
-1.45469557e-01 4.25885443e-02 -1.82883706e-01 2.84771518e-01
9.14613128e-02 1.95573228e-01]
[ 3.44963002e-01 2.97017579e-01 -8.55793117e-02 3.10245426e-01
-8.84832632e-01 -2.85660050e-01 -4.58100957e-01 1.77540807e-01
3.75439800e-01 -4.46215507e-02]
[ 5.24332159e-02 1.56259617e-01 2.55242736e-01 2.58821359e-01
-8.15560190e-02 -1.98049185e-01 -1.92977778e-01 -1.32413386e-01
-1.33662350e-01 -2.79479783e-01]
[ 2.59941444e-02 -4.79345627e-02 -1.17208437e-01 -5.10658221e-02
2.41287065e-01 4.06744286e-02 -1.33218082e-02 -1.84129448e-01
3.69002805e-02 2.11937933e-01]
[ 9.10795563e-05 -5.66146319e-02 -6.68272330e-02 -5.13598955e-02
-1.31543488e-02 -1.75472889e-01 9.06119010e-02 1.01320753e-02
3.70654743e-02 7.22629778e-03]
[ 2.80617760e-02 6.36621407e-02 2.44723740e-01 7.37831326e-02
-2.24535041e-01 -1.33856545e-01 1.17865229e-01 3.98097634e-02
-1.86204353e-01 1.09292737e-01]
[ 6.33702147e-02 6.12072064e-03 1.04129604e-01 -3.64694444e-03
-2.02648274e-01 7.33622015e-02 9.13738533e-02 -2.71218376e-01
-2.56473334e-02 -9.96457994e-02]
[ -2.16059751e-02 6.01540214e-02 7.98736130e-02 -4.39626020e-02
9.84892551e-03 1.86169448e-01 1.28821784e-01 1.17808272e-01
-3.19855707e-02 1.60467967e-01]
[ 2.10699170e-01 3.75036979e-02 2.39906899e-02 6.70807076e-02
9.73321744e-02 -1.75518649e-02 -1.30381489e-01 1.47669738e-01
-6.53949579e-02 -3.29181184e-02]
[ 3.10630740e-02 -4.79750649e-02 1.19580673e-02 2.55209281e-02
-3.58296384e-01 -1.17846419e-01 -1.74820788e-01 4.04754624e-02
1.08659225e-01 1.80442533e-01]
[ 2.72293701e-02 5.12273251e-01 1.13270653e-01 3.88476051e-01
-1.01665005e+00 -2.99639236e-01 -6.05945742e-01 -7.40909883e-02
2.67827965e-01 3.12303785e-01]
[ 1.75564020e-01 5.14298537e-01 6.18288783e-02 4.12582471e-01
-8.26237587e-01 -8.20765390e-02 -4.48818393e-01 1.50551232e-01
1.99135750e-01 4.84315641e-01]
[ 2.59433306e-01 2.99177874e-01 2.46183523e-01 1.44090188e-01
-4.01420061e-01 8.10298614e-02 -2.09697723e-01 1.62722199e-01
2.37745039e-01 7.73603589e-02]
[ -7.40707306e-02 2.13851653e-01 2.41466233e-01 1.50010267e-02
-3.15016284e-02 1.31368932e-01 -9.40906632e-02 -1.51000654e-02
-3.43777856e-02 4.99452631e-02]
[ -9.83175165e-02 -9.86747665e-03 2.46868191e-02 9.18057901e-02
-4.63974266e-02 1.16694818e-01 2.60412320e-01 2.02957871e-02
-2.75956470e-01 -9.48167710e-02]
[ -2.19084367e-01 -1.88114973e-02 -9.27932704e-02 -3.43542833e-01
1.78711790e-01 1.19751525e-01 9.99764273e-02 1.03628714e-01
-2.07131440e-01 3.27691725e-02]
[ 1.64132056e-02 -3.55660590e-01 -1.24400838e-01 -1.53826765e-01
3.48267699e-01 2.37835442e-02 1.56173808e-01 1.53090859e-01
-1.58944414e-01 -2.12076371e-01]
[ 1.38723076e-01 -1.78286697e-01 -1.43086276e-01 -9.07779197e-03
1.41878695e-01 -5.72766248e-02 1.22374265e-02 -1.49341673e-01
1.26438831e-01 -1.18704947e-01]
[ -1.16887964e-01 1.37764354e-01 2.59933424e-01 -1.80221765e-02
1.61866805e-01 8.62027605e-02 -8.99977180e-03 -2.98349558e-01
-1.18363563e-01 -5.87339379e-02]
[ -3.52503020e-01 7.56486188e-02 1.04418193e-02 -3.41017720e-02
1.58722236e-01 -1.69132926e-01 -2.45098303e-02 2.34609109e-01
-9.52666307e-02 7.28702092e-02]
[ 1.47071632e-01 8.74480886e-02 -2.38009458e-01 -9.29470591e-02
1.22178538e-01 -2.92465824e-01 2.40442069e-02 -1.68176664e-01
-4.53909389e-03 -1.91899325e-01]
[ 2.03861733e-01 -1.66546000e-01 5.85003350e-02 -3.54335245e-02
1.06281731e-01 -2.84907139e-02 1.62939513e-02 -1.37596038e-01
1.02892373e-01 -1.91390770e-01]
[ -1.06866784e-01 -4.41628011e-02 1.20130634e-01 1.05546625e-01
4.59435385e-02 -1.11033402e-01 2.46130964e-01 -7.74675418e-02
1.82921272e-01 -6.46235367e-03]
[ 1.86483534e-02 -1.34229213e-01 2.12933667e-01 -2.18737257e-01
1.76996583e-02 1.06495252e-01 1.18675138e-02 -1.13537126e-01
3.91813784e-02 2.48742971e-01]]
[[ 0.5701329 ]
[ 1.447253 ]
[ 0.27614029]
[ 0.81842867]
[-2.58221454]
[-0.28351387]
[-1.53905682]
[ 0.0366494 ]
[ 0.63536969]
[ 0.86173332]]
Progress: 22.2% ... Training loss: 0.300 ... Validation loss: 0.475[[ 1.61724177e-01 2.12316234e-01 -1.09789452e-01 1.06304630e-01
-5.09961158e-01 -6.99985489e-02 -6.15013793e-02 1.23604901e-01
-7.08721322e-02 1.88399805e-01]
[ 1.26774009e-02 1.60842763e-01 -2.08778716e-02 3.81282775e-02
1.05384672e-01 -4.74531979e-03 3.07300716e-01 4.11307116e-02
1.37064563e-01 -3.19081785e-02]
[ 1.79026403e-01 4.49191377e-01 1.80924518e-02 4.08924066e-02
2.00046406e-01 -4.02065214e-02 -5.31835806e-01 -3.65453032e-02
7.44197747e-02 2.97961810e-01]
[ -1.44406339e-02 -2.87679914e-01 -2.34286659e-01 4.35539278e-02
-2.63547636e-02 1.60502437e-01 1.19708954e-01 5.63308900e-02
2.81665348e-02 1.31592616e-01]
[ 1.54463743e-03 1.66492290e-01 -1.42159937e-01 5.24488293e-02
4.32768458e-02 -1.82732891e-01 2.37076926e-02 -1.19119276e-01
-1.77261460e-01 1.74699307e-02]
[ -3.56517764e-01 -3.97677866e-01 -2.88409615e-01 1.56338392e-01
1.50435721e-01 4.40179059e-02 9.06490935e-02 -3.56957006e-02
-5.52989200e-03 2.12188674e-02]
[ -5.95032255e-04 -1.67519607e-01 1.12692845e-02 9.58860192e-02
-2.84855589e-02 -7.22338889e-02 1.64216569e-01 -1.89670911e-01
1.90449364e-01 3.59502537e-02]
[ 1.18400359e-01 -2.15853460e-01 3.56245432e-02 -6.16018236e-02
1.02475109e-01 -4.82123337e-02 5.14237708e-02 1.21951951e-01
7.99227260e-02 -1.73632974e-02]
[ -1.72221430e-01 -9.13037503e-02 -3.05759223e-01 -2.39918302e-02
2.07280522e-03 7.05460435e-02 -1.99176409e-01 -2.83669592e-02
2.57312314e-01 -1.28442261e-01]
[ 7.60925843e-02 -2.65181114e-01 9.72103814e-02 5.06805489e-02
7.19911749e-02 -1.18299679e-01 5.45179166e-02 -9.91110655e-02
2.79176555e-02 1.43402616e-01]
[ -8.30625530e-02 5.04379232e-02 -2.56798137e-03 -1.59675533e-01
5.65210497e-02 2.42887028e-02 1.12814791e-01 -1.02835369e-01
-2.40073656e-02 -1.32191328e-01]
[ -1.10670555e-01 -6.22233724e-02 -6.94671149e-02 -8.06144898e-03
3.65718968e-01 1.01217962e-01 2.79272774e-02 -1.59239533e-02
-1.68970420e-01 -2.08618666e-01]
[ -1.56450021e-01 5.22730026e-03 6.21736137e-02 2.24536097e-02
-1.73961743e-01 -2.19982265e-01 -1.79225683e-01 -1.96963308e-01
8.76352615e-02 1.74907295e-01]
[ -2.27608246e-01 -1.94279515e-01 1.15883753e-01 2.64334906e-01
-1.03881623e-01 -8.08986748e-02 -7.53093642e-02 -2.55615878e-01
-2.17176667e-01 -9.09893891e-03]
[ 1.17865003e-01 -7.22392334e-02 -1.69216800e-02 1.24887004e-01
-2.41402649e-02 -8.79002840e-02 1.32449802e-01 4.18571509e-03
3.55489427e-02 2.38056742e-02]
[ 3.60096872e-02 -5.27450635e-02 -2.11774534e-01 1.47030599e-01
-4.02324522e-02 8.74007071e-02 -7.66402359e-02 -2.00199044e-02
-9.48590414e-02 -5.98252685e-03]
[ -1.24311722e-01 -6.37177278e-02 -2.04670718e-01 1.51267749e-01
-2.46251373e-03 1.35770932e-01 1.22977933e-02 -2.50343000e-01
6.50788182e-02 -2.04631722e-01]
[ -7.37421186e-02 -4.44792010e-02 2.74304612e-01 9.21650296e-02
1.42363437e-01 -5.93623915e-02 -1.17117256e-01 1.20446612e-01
6.62167159e-02 2.55759396e-02]
[ 5.15730534e-02 -2.63896185e-02 8.64375547e-02 8.56062487e-02
8.57409785e-02 -1.65707859e-02 2.49376648e-01 1.20524210e-01
-3.53528270e-02 -6.79881315e-02]
[ 2.86568000e-03 -1.63055310e-01 -2.92963997e-01 -5.63485785e-02
2.29324491e-01 -8.89544809e-02 1.82900928e-01 1.63844726e-01
1.02066000e-01 -3.66907389e-02]
[ 5.15527152e-02 7.52408205e-04 -1.17366470e-01 4.30842703e-02
-8.73937896e-02 3.23480204e-01 2.53748239e-01 2.05327420e-01
-1.63256226e-01 -5.95801818e-02]
[ 7.31918779e-03 -1.09286759e-02 1.23585095e-01 1.10535760e-01
-2.31768493e-02 1.04370397e-01 -1.58078576e-01 -4.09219351e-02
2.14145692e-01 8.26177013e-02]
[ 1.05933289e-01 7.10954163e-02 -4.90883782e-02 -1.06089364e-01
-8.75506659e-02 -3.28357691e-01 1.14986714e-01 8.48839875e-03
1.38291714e-01 8.51866380e-02]
[ -9.72799137e-02 1.41194089e-02 -1.48109911e-02 2.44272710e-02
3.61314705e-03 -2.03845525e-01 -9.54528094e-02 -1.97181234e-02
1.59858193e-02 1.30656540e-01]
[ -1.41163800e-01 -5.66771399e-02 -1.95783693e-01 3.05162054e-04
-2.68526087e-01 -5.80283263e-03 -1.99620288e-02 -2.32344261e-02
6.38913597e-03 6.71224180e-02]
[ -2.64378930e-02 -5.56793865e-02 -7.30858043e-02 -1.23455429e-01
5.19379523e-01 2.74885505e-01 5.28538612e-01 1.13424704e-01
-1.78525600e-01 -3.68614830e-01]
[ -9.39503600e-03 -3.37662311e-01 -2.64371578e-02 -6.44479236e-02
6.34864950e-01 9.83828340e-02 4.78905800e-01 9.20105592e-02
3.54841333e-02 -3.70625095e-01]
[ 1.36116051e-02 -4.04857581e-01 -4.19401459e-02 -1.05301295e-01
6.71368072e-01 2.31967025e-02 4.59455923e-01 4.89788117e-02
-3.60943399e-01 -2.14061380e-01]
[ -1.57800181e-01 -5.38982855e-01 -4.35185174e-03 -1.89449132e-01
7.24573243e-01 -9.44910762e-02 5.70161298e-01 -8.15695636e-02
-5.70560119e-02 9.39234379e-02]
[ -2.80376512e-01 -3.47220301e-01 5.94180131e-02 -3.76497929e-02
8.93308191e-01 1.39413971e-01 3.70685620e-01 4.84451074e-02
-8.14142137e-02 -1.26055918e-01]
[ -1.85038771e-01 -2.35643066e-01 2.58463449e-01 -2.21549963e-01
5.96669421e-01 -5.09750346e-02 6.21501108e-01 1.46702571e-02
-2.39364141e-01 -7.54195086e-03]
[ -1.15680706e-01 -1.78380823e-01 -1.74578950e-01 -8.44241958e-02
4.37529347e-01 -2.35170948e-01 1.34559837e-01 1.70352267e-01
3.23510020e-03 -1.01676338e-01]
[ 1.26443564e-01 2.69379538e-01 1.71188147e-01 -6.91133370e-02
-1.43813941e-01 4.27643485e-02 -1.81975554e-01 2.84748669e-01
9.11009971e-02 1.95082054e-01]
[ 3.45419674e-01 2.98435119e-01 -8.53614097e-02 3.10962050e-01
-8.87126753e-01 -2.85873517e-01 -4.59375499e-01 1.77573162e-01
3.75927107e-01 -4.38838230e-02]
[ 5.25390456e-02 1.56374164e-01 2.55288629e-01 2.58983959e-01
-8.20899327e-02 -1.98110905e-01 -1.93240873e-01 -1.32406118e-01
-1.33526364e-01 -2.79346502e-01]
[ 2.63118040e-02 -4.72338919e-02 -1.17053959e-01 -5.05419257e-02
2.39480643e-01 4.04812528e-02 -1.41503151e-02 -1.84106226e-01
3.72891229e-02 2.12418308e-01]
[ 4.60066573e-04 -5.56866285e-02 -6.66539051e-02 -5.08496915e-02
-1.47327457e-02 -1.75657200e-01 8.96386196e-02 1.01522538e-02
3.74531034e-02 7.74281302e-03]
[ 2.91141476e-02 6.62546907e-02 2.45208449e-01 7.53307569e-02
-2.29084461e-01 -1.34376518e-01 1.15150577e-01 3.98772774e-02
-1.85012068e-01 1.10806152e-01]
[ 6.36213153e-02 6.72792918e-03 1.04246317e-01 -3.30969224e-03
-2.03702635e-01 7.32483658e-02 9.07559648e-02 -2.71205552e-01
-2.53736779e-02 -9.92936413e-02]
[ -2.12533205e-02 6.10811321e-02 8.00287290e-02 -4.34950822e-02
8.34181679e-03 1.86006179e-01 1.27929643e-01 1.17829300e-01
-3.16180511e-02 1.60919192e-01]
[ 2.10649326e-01 3.73806824e-02 2.39948581e-02 6.71037398e-02
9.74020375e-02 -1.75353905e-02 -1.30338011e-01 1.47672138e-01
-6.53753145e-02 -3.29374480e-02]
[ 3.12489321e-02 -4.75618002e-02 1.20511410e-02 2.57966020e-02
-3.59159446e-01 -1.17937224e-01 -1.75250899e-01 4.04872166e-02
1.08874454e-01 1.80685407e-01]
[ 2.69252974e-02 5.11442267e-01 1.13112917e-01 3.87839045e-01
-1.01461991e+00 -2.99477210e-01 -6.05720541e-01 -7.41181830e-02
2.67454147e-01 3.11939084e-01]
[ 1.75179112e-01 5.13214282e-01 6.16168316e-02 4.11991466e-01
-8.24690861e-01 -8.18534516e-02 -4.47721504e-01 1.50523386e-01
1.98660610e-01 4.83721460e-01]
[ 2.59457150e-01 2.99318689e-01 2.46208557e-01 1.44159648e-01
-4.01566952e-01 8.10132417e-02 -2.09802840e-01 1.62723793e-01
2.37776073e-01 7.74096536e-02]
[ -7.39137962e-02 2.14242179e-01 2.41535879e-01 1.52267312e-02
-3.21938169e-02 1.31290987e-01 -9.45068270e-02 -1.50898073e-02
-3.42020576e-02 5.01720525e-02]
[ -9.79487017e-02 -8.95351877e-03 2.48686835e-02 9.23427171e-02
-4.80866418e-02 1.16508733e-01 2.59435175e-01 2.03201939e-02
-2.75532829e-01 -9.42418011e-02]
[ -2.19098376e-01 -1.88215848e-02 -9.28034771e-02 -3.43570639e-01
1.78809664e-01 1.19761695e-01 1.00021445e-01 1.03627331e-01
-2.07155700e-01 3.27371614e-02]
[ 1.67570210e-02 -3.55090344e-01 -1.24241615e-01 -1.53331336e-01
3.46781163e-01 2.36151238e-02 1.55429670e-01 1.53113044e-01
-1.58559233e-01 -2.11603491e-01]
[ 1.38868180e-01 -1.78450509e-01 -1.43018494e-01 -8.82608379e-03
1.41233186e-01 -5.73540513e-02 1.22978446e-02 -1.49334999e-01
1.26604864e-01 -1.18503373e-01]
[ -1.16720243e-01 1.38178534e-01 2.60024658e-01 -1.77665082e-02
1.61172612e-01 8.61121964e-02 -9.39199323e-03 -2.98335887e-01
-1.18162079e-01 -5.85263609e-02]
[ -3.52119996e-01 7.62786595e-02 1.06395899e-02 -3.35454816e-02
1.56986897e-01 -1.69311679e-01 -2.53505909e-02 2.34632178e-01
-9.48350124e-02 7.33915036e-02]
[ 1.47714755e-01 8.86446808e-02 -2.37742248e-01 -9.19903834e-02
1.19663049e-01 -2.92801053e-01 2.26340107e-02 -1.68130526e-01
-3.80366705e-03 -1.90915827e-01]
[ 2.04512839e-01 -1.65347823e-01 5.88131702e-02 -3.44926226e-02
1.03712498e-01 -2.88186569e-02 1.44982220e-02 -1.37553563e-01
1.03593647e-01 -1.90437129e-01]
[ -1.06358495e-01 -4.30176102e-02 1.20376079e-01 1.06263436e-01
4.41910851e-02 -1.11287216e-01 2.44784816e-01 -7.74357428e-02
1.83484624e-01 -5.68678275e-03]
[ 1.97537001e-02 -1.31192025e-01 2.13433503e-01 -2.17183547e-01
1.20734092e-02 1.05970991e-01 8.47412720e-03 -1.13474918e-01
4.04874329e-02 2.50404898e-01]]
[[ 0.58241722]
[ 1.45688789]
[ 0.28697808]
[ 0.83119771]
[-2.56897792]
[-0.27158853]
[-1.52285338]
[ 0.04870193]
[ 0.64801411]
[ 0.87333777]]
Progress: 22.2% ... Training loss: 0.300 ... Validation loss: 0.473[[ 1.59629173e-01 2.07594033e-01 -1.10780445e-01 1.03256699e-01
-5.00719158e-01 -6.90452968e-02 -5.64981240e-02 1.23428247e-01
-7.32230153e-02 1.85515444e-01]
[ 1.29855210e-02 1.61436918e-01 -2.07117275e-02 3.86016214e-02
1.03770370e-01 -4.90064405e-03 3.06491676e-01 4.11564563e-02
1.37441123e-01 -3.14203290e-02]
[ 1.78842454e-01 4.50031535e-01 1.80936933e-02 4.06721231e-02
1.99872427e-01 -4.01179042e-02 -5.32228387e-01 -3.65508889e-02
7.41982983e-02 2.98006139e-01]
[ -1.25467436e-02 -2.84128235e-01 -2.33364835e-01 4.60351650e-02
-3.21905646e-02 1.59750776e-01 1.15486593e-01 5.64597579e-02
3.00245869e-02 1.34247283e-01]
[ -7.05218611e-04 1.61329675e-01 -1.43312713e-01 4.94512692e-02
5.13578594e-02 -1.81822054e-01 2.89057358e-02 -1.19285117e-01
-1.79553964e-01 1.41922370e-02]
[ -3.56741659e-01 -3.98360655e-01 -2.88519393e-01 1.56103511e-01
1.51450426e-01 4.40902667e-02 9.13657200e-02 -3.57124113e-02
-5.73284325e-03 2.08979729e-02]
[ -2.02385681e-03 -1.71104964e-01 1.06174616e-02 9.37825199e-02
-2.16596381e-02 -7.15888794e-02 1.68006633e-01 -1.89788164e-01
1.88840226e-01 3.39499774e-02]
[ 1.18656876e-01 -2.15424170e-01 3.58082942e-02 -6.11697644e-02
1.00599236e-01 -4.83276018e-02 5.10022136e-02 1.21979537e-01
8.02200252e-02 -1.68635675e-02]
[ -1.72958640e-01 -9.30798663e-02 -3.06089680e-01 -2.50749112e-02
5.00871664e-03 7.08843783e-02 -1.97362392e-01 -2.84294719e-02
2.56428981e-01 -1.29604951e-01]
[ 7.33377217e-02 -2.71885816e-01 9.59433955e-02 4.67741611e-02
8.32631061e-02 -1.17042669e-01 6.17971582e-02 -9.93313366e-02
2.49094544e-02 1.39533242e-01]
[ -8.22364315e-02 5.22377033e-02 -2.13495258e-03 -1.58508457e-01
5.31531452e-02 2.38896204e-02 1.10717528e-01 -1.02768630e-01
-2.31996156e-02 -1.30991129e-01]
[ -1.10875226e-01 -6.29334238e-02 -6.95414642e-02 -8.31153822e-03
3.66715605e-01 1.01300472e-01 2.86444489e-02 -1.59393119e-02
-1.69168092e-01 -2.08933623e-01]
[ -1.56450021e-01 5.22730026e-03 6.21736137e-02 2.24536097e-02
-1.73961743e-01 -2.19982265e-01 -1.79225683e-01 -1.96963308e-01
8.76352615e-02 1.74907295e-01]
[ -2.27666674e-01 -1.94530205e-01 1.15856952e-01 2.64288206e-01
-1.03739175e-01 -8.08856870e-02 -7.50513863e-02 -2.55619732e-01
-2.17227711e-01 -9.18038182e-03]
[ 1.17867927e-01 -7.22525333e-02 -1.69244147e-02 1.24905377e-01
-2.40611871e-02 -8.79051663e-02 1.32460959e-01 4.18519601e-03
3.55666010e-02 2.38014075e-02]
[ 3.52933296e-02 -5.47203324e-02 -2.12117800e-01 1.46047272e-01
-3.69735589e-02 8.77008704e-02 -7.45947462e-02 -2.00762067e-02
-9.56297684e-02 -7.08863951e-03]
[ -1.24520876e-01 -6.44005956e-02 -2.04784482e-01 1.50960105e-01
-1.40016959e-03 1.35859837e-01 1.29344961e-02 -2.50357728e-01
6.48376568e-02 -2.04914453e-01]
[ -7.40633423e-02 -4.50465167e-02 2.74192026e-01 9.16948076e-02
1.44063982e-01 -5.92077740e-02 -1.16418365e-01 1.20419016e-01
6.59053428e-02 2.52096086e-02]
[ 5.12504281e-02 -2.71221338e-02 8.62885800e-02 8.51011630e-02
8.72020414e-02 -1.64198996e-02 2.50162781e-01 1.20495766e-01
-3.57744025e-02 -6.84211768e-02]
[ 2.75725497e-03 -1.63302930e-01 -2.93002891e-01 -5.64843647e-02
2.29591516e-01 -8.88934725e-02 1.83356386e-01 1.63837971e-01
1.01928543e-01 -3.68506296e-02]
[ 5.17203940e-02 1.29597313e-03 -1.17248897e-01 4.34207243e-02
-8.86446639e-02 3.23372167e-01 2.53177772e-01 2.05346885e-01
-1.62989319e-01 -5.93006135e-02]
[ 7.10916010e-03 -1.17316046e-02 1.23507431e-01 1.10193391e-01
-2.23205635e-02 1.04480921e-01 -1.57390430e-01 -4.09403573e-02
2.13844071e-01 8.24063409e-02]
[ 1.05898224e-01 7.10878608e-02 -4.91005417e-02 -1.06150541e-01
-8.71833943e-02 -3.28335405e-01 1.14942435e-01 8.48344246e-03
1.38221920e-01 8.50785962e-02]
[ -9.70147670e-02 1.46678958e-02 -1.46842691e-02 2.48010137e-02
2.49053643e-03 -2.03958830e-01 -9.60627756e-02 -1.96965845e-02
1.62769236e-02 1.31046536e-01]
[ -1.41751656e-01 -5.81041022e-02 -1.96059446e-01 -5.60497844e-04
-2.66446892e-01 -5.53754948e-03 -1.84181191e-02 -2.32827441e-02
5.72009770e-03 6.62219449e-02]
[ -2.62889482e-02 -5.53774776e-02 -7.30160525e-02 -1.23235018e-01
5.18846261e-01 2.74818909e-01 5.28138648e-01 1.13437569e-01
-1.78362727e-01 -3.68375985e-01]
[ -1.00034911e-02 -3.39174641e-01 -2.67420427e-02 -6.53270530e-02
6.37526880e-01 9.86536253e-02 4.80424736e-01 9.19622440e-02
3.47974973e-02 -3.71504843e-01]
[ 1.31140208e-02 -4.06412414e-01 -4.21826738e-02 -1.06037252e-01
6.73528487e-01 2.34332223e-02 4.60946786e-01 4.89356313e-02
-3.61506247e-01 -2.14832891e-01]
[ -1.58290399e-01 -5.40139028e-01 -4.59255927e-03 -1.90171064e-01
7.26566302e-01 -9.42591644e-02 5.71390136e-01 -8.16111697e-02
-5.76097666e-02 9.32323332e-02]
[ -2.80141967e-01 -3.46881868e-01 5.95346841e-02 -3.72931173e-02
8.92418383e-01 1.39300407e-01 3.70264079e-01 4.84660048e-02
-8.11350686e-02 -1.25732097e-01]
[ -1.85117256e-01 -2.35891727e-01 2.58422607e-01 -2.21668974e-01
5.97134478e-01 -5.09369934e-02 6.21679316e-01 1.46630806e-02
-2.39462906e-01 -7.67604795e-03]
[ -1.16047938e-01 -1.79224942e-01 -1.74746564e-01 -8.49538736e-02
4.39112324e-01 -2.34998900e-01 1.35476814e-01 1.70321770e-01
2.84168932e-03 -1.02236555e-01]
[ 1.25773550e-01 2.67622155e-01 1.70889452e-01 -7.01283948e-02
-1.40678773e-01 4.30955859e-02 -1.80119137e-01 2.84689579e-01
9.03835555e-02 1.94240966e-01]
[ 3.46012612e-01 2.99920220e-01 -8.50657566e-02 3.11781643e-01
-8.89310477e-01 -2.86149820e-01 -4.60878599e-01 1.77621989e-01
3.76486869e-01 -4.29999939e-02]
[ 5.21416683e-02 1.55396034e-01 2.55098947e-01 2.58445886e-01
-8.03971369e-02 -1.97933656e-01 -1.92209037e-01 -1.32438025e-01
-1.33961511e-01 -2.79937096e-01]
[ 2.65166558e-02 -4.68860942e-02 -1.16956788e-01 -5.02283484e-02
2.38549932e-01 4.03713943e-02 -1.45817053e-02 -1.84088698e-01
3.75276811e-02 2.12740205e-01]
[ 9.35753724e-04 -5.44572440e-02 -6.64085420e-02 -5.01780069e-02
-1.69015993e-02 -1.75860522e-01 8.84306291e-02 1.01882331e-02
3.79967379e-02 8.48190167e-03]
[ 2.93443226e-02 6.69004114e-02 2.45325458e-01 7.56625557e-02
-2.30158127e-01 -1.34479200e-01 1.14483816e-01 3.98978429e-02
-1.84733601e-01 1.11142108e-01]
[ 6.34767236e-02 6.20958405e-03 1.04198888e-01 -3.55893917e-03
-2.03058493e-01 7.33141529e-02 9.10946797e-02 -2.71217934e-01
-2.55663174e-02 -9.95328673e-02]
[ -2.15402450e-02 6.04253468e-02 7.98807301e-02 -4.39187133e-02
9.73169340e-03 1.86129962e-01 1.28673970e-01 1.17805200e-01
-3.19626997e-02 1.60473789e-01]
[ 2.10662505e-01 3.76703910e-02 2.40313101e-02 6.72105540e-02
9.69405846e-02 -1.75755358e-02 -1.30604541e-01 1.47678188e-01
-6.52946568e-02 -3.28931094e-02]
[ 3.12593434e-02 -4.74541892e-02 1.20556916e-02 2.58184505e-02
-3.59159227e-01 -1.17955512e-01 -1.75302416e-01 4.04904853e-02
1.08890859e-01 1.80697139e-01]
[ 2.68301846e-02 5.11138804e-01 1.13078619e-01 3.87749512e-01
-1.01498863e+00 -2.99440799e-01 -6.05216719e-01 -7.41208997e-02
2.67335376e-01 3.11790145e-01]
[ 1.75275015e-01 5.13463912e-01 6.16761547e-02 4.12153081e-01
-8.25291717e-01 -8.18945153e-02 -4.48031116e-01 1.50532373e-01
1.98786514e-01 4.83947462e-01]
[ 2.59371088e-01 2.99234432e-01 2.46166759e-01 1.44054137e-01
-4.01065615e-01 8.10547067e-02 -2.09550050e-01 1.62715105e-01
2.37666999e-01 7.72842320e-02]
[ -7.40576074e-02 2.13948198e-01 2.41463065e-01 1.50315056e-02
-3.14762971e-02 1.31348248e-01 -9.41067482e-02 -1.50991688e-02
-3.43651330e-02 4.99377564e-02]
[ -9.80051419e-02 -8.99349972e-03 2.48535981e-02 9.22695613e-02
-4.79126436e-02 1.16535736e-01 2.59510355e-01 2.03146357e-02
-2.75583149e-01 -9.43237674e-02]
[ -2.19329383e-01 -1.93703455e-02 -9.29204023e-02 -3.43909095e-01
1.79822686e-01 1.19873696e-01 1.00622424e-01 1.03607103e-01
-2.07422896e-01 3.23764410e-02]
[ 1.67702896e-02 -3.55204412e-01 -1.24230565e-01 -1.53311159e-01
3.46761370e-01 2.36058774e-02 1.55449259e-01 1.53113992e-01
-1.58549034e-01 -2.11608799e-01]
[ 1.39123542e-01 -1.77798386e-01 -1.42872934e-01 -8.35372458e-03
1.40066706e-01 -5.74760885e-02 1.17429917e-02 -1.49309717e-01
1.26955111e-01 -1.18129637e-01]
[ -1.16940074e-01 1.37379003e-01 2.59932743e-01 -1.80815049e-02
1.61947469e-01 8.62111605e-02 -8.74435607e-03 -2.98354259e-01
-1.18382150e-01 -5.88613743e-02]
[ -3.51574904e-01 7.77901510e-02 1.08902003e-02 -3.28361306e-02
1.55160830e-01 -1.69556980e-01 -2.69008105e-02 2.34670473e-01
-9.43568419e-02 7.40421214e-02]
[ 1.45730905e-01 8.36467627e-02 -2.38678975e-01 -9.48598043e-02
1.28266357e-01 -2.91922884e-01 2.79480082e-02 -1.68287788e-01
-6.02631702e-03 -1.93851069e-01]
[ 2.04835942e-01 -1.64713708e-01 5.89984093e-02 -3.39660605e-02
1.02287633e-01 -2.89786433e-02 1.38039498e-02 -1.37522020e-01
1.03954383e-01 -1.89918658e-01]
[ -1.06319699e-01 -4.29259716e-02 1.20392466e-01 1.06311528e-01
4.41213781e-02 -1.11301194e-01 2.44698870e-01 -7.74331049e-02
1.83487272e-01 -5.61297595e-03]
[ 1.86616163e-02 -1.33898918e-01 2.12956043e-01 -2.18744895e-01
1.60830270e-02 1.06475597e-01 1.12969337e-02 -1.13565932e-01
3.93402294e-02 2.49074391e-01]]
[[ 0.57434772]
[ 1.45046978]
[ 0.28008663]
[ 0.82377431]
[-2.57746577]
[-0.27671928]
[-1.53110524]
[ 0.04325601]
[ 0.64154155]
[ 0.86556101]]
Progress: 22.3% ... Training loss: 0.299 ... Validation loss: 0.475[[ 1.59342749e-01 2.05912094e-01 -1.10887566e-01 1.02800586e-01
-5.00186832e-01 -6.88283693e-02 -5.55736268e-02 1.23401104e-01
-7.34251832e-02 1.84924996e-01]
[ 1.23883171e-02 1.59900570e-01 -2.10160492e-02 3.77864671e-02
1.06148605e-01 -4.62471170e-03 3.07937564e-01 4.11104198e-02
1.36756879e-01 -3.23470620e-02]
[ 1.77677803e-01 4.48123087e-01 1.74537406e-02 3.86101574e-02
2.05486708e-01 -3.95054826e-02 -5.29386743e-01 -3.66390017e-02
7.27522552e-02 2.95899642e-01]
[ -1.29873844e-02 -2.85005393e-01 -2.33598392e-01 4.55770535e-02
-3.03179374e-02 1.59909288e-01 1.17014999e-01 5.64280748e-02
2.93488889e-02 1.34116390e-01]
[ 1.84283740e-03 1.67916979e-01 -1.42018754e-01 5.31156002e-02
4.05310396e-02 -1.82929198e-01 2.16027262e-02 -1.19084237e-01
-1.76808656e-01 1.80644174e-02]
[ -3.56622569e-01 -3.98986929e-01 -2.88403049e-01 1.56516490e-01
1.50405382e-01 4.39634054e-02 9.15909846e-02 -3.56963112e-02
-5.49554448e-03 2.10464282e-02]
[ -1.78415308e-03 -1.70936132e-01 1.07305553e-02 9.42140222e-02
-2.35888748e-02 -7.16609924e-02 1.67544671e-01 -1.89760496e-01
1.89246267e-01 3.44344946e-02]
[ 1.18586570e-01 -2.16110855e-01 3.57728891e-02 -6.14122099e-02
1.01238391e-01 -4.82625911e-02 5.16306389e-02 1.21969304e-01
8.01057105e-02 -1.72807269e-02]
[ -1.72816469e-01 -9.27964526e-02 -3.05999923e-01 -2.48678804e-02
4.59848014e-03 7.07989204e-02 -1.97641118e-01 -2.84208957e-02
2.56614551e-01 -1.29453567e-01]
[ 7.45158443e-02 -2.70549290e-01 9.64918261e-02 4.83889870e-02
7.81312240e-02 -1.17548694e-01 5.96786718e-02 -9.92516561e-02
2.62730804e-02 1.40766325e-01]
[ -8.24671617e-02 5.15597843e-02 -2.16859678e-03 -1.58608503e-01
5.38268060e-02 2.39150902e-02 1.11355589e-01 -1.02767993e-01
-2.32782497e-02 -1.31180942e-01]
[ -1.11391960e-01 -6.44527441e-02 -6.97724604e-02 -9.01725192e-03
3.68428464e-01 1.01561605e-01 3.02378772e-02 -1.59775184e-02
-1.69738489e-01 -2.09609695e-01]
[ -1.56450021e-01 5.22730026e-03 6.21736137e-02 2.24536097e-02
-1.73961743e-01 -2.19982265e-01 -1.79225683e-01 -1.96963308e-01
8.76352615e-02 1.74907295e-01]
[ -2.27074192e-01 -1.93382437e-01 1.16174926e-01 2.65150029e-01
-1.05812371e-01 -8.11899803e-02 -7.63681960e-02 -2.55571910e-01
-2.16526360e-01 -8.32634193e-03]
[ 1.17559903e-01 -7.35187807e-02 -1.70375110e-02 1.24618346e-01
-2.36355999e-02 -8.77956402e-02 1.33536704e-01 4.16424271e-03
3.52742053e-02 2.33112973e-02]
[ 3.46469590e-02 -5.67185196e-02 -2.12424048e-01 1.45205489e-01
-3.45302012e-02 8.80175824e-02 -7.28565379e-02 -2.01248626e-02
-9.63363192e-02 -7.92855790e-03]
[ -1.25436575e-01 -6.65832867e-02 -2.05254727e-01 1.49662058e-01
2.08454846e-03 1.36313128e-01 1.54456420e-02 -2.50423952e-01
6.39049618e-02 -2.06361149e-01]
[ -7.32208703e-02 -4.30993628e-02 2.74591445e-01 9.29343901e-02
1.40321579e-01 -5.95760791e-02 -1.18578319e-01 1.20484584e-01
6.68762937e-02 2.65157863e-02]
[ 5.20996578e-02 -2.51481260e-02 8.67210791e-02 8.63529781e-02
8.34221117e-02 -1.68427967e-02 2.47940013e-01 1.20566300e-01
-3.48102234e-02 -6.70972041e-02]
[ 3.07137209e-03 -1.62549115e-01 -2.92861367e-01 -5.60933252e-02
2.28389544e-01 -8.90329916e-02 1.82632618e-01 1.63858978e-01
1.02256405e-01 -3.64998844e-02]
[ 5.16487531e-02 6.98473303e-04 -1.17283628e-01 4.32444091e-02
-8.81810146e-02 3.23415397e-01 2.53699208e-01 2.05339754e-01
-1.63076608e-01 -5.96196940e-02]
[ 7.39157780e-03 -1.10217601e-02 1.23662503e-01 1.10581289e-01
-2.35795129e-02 1.04343934e-01 -1.57929252e-01 -4.09214583e-02
2.14116827e-01 8.28278128e-02]
[ 1.05425067e-01 6.98821876e-02 -4.93181948e-02 -1.06830204e-01
-8.50516324e-02 -3.28110340e-01 1.16203672e-01 8.44730537e-03
1.37706169e-01 8.43683923e-02]
[ -9.75894912e-02 1.33025062e-02 -1.49525916e-02 2.39913076e-02
4.78694844e-03 -2.03704168e-01 -9.46825406e-02 -1.97400668e-02
1.57084376e-02 1.30178587e-01]
[ -1.41212100e-01 -5.68817169e-02 -1.95811849e-01 2.08955982e-04
-2.68381290e-01 -5.78745631e-03 -1.98310029e-02 -2.32418792e-02
6.30076071e-03 6.70066926e-02]
[ -2.57714657e-02 -5.44450097e-02 -7.27255093e-02 -1.22379954e-01
5.16252259e-01 2.74539892e-01 5.27203544e-01 1.13481686e-01
-1.77709835e-01 -3.67572070e-01]
[ -9.67715579e-03 -3.38669029e-01 -2.65718236e-02 -6.48199619e-02
6.36145239e-01 9.84863292e-02 4.79708134e-01 9.19883398e-02
3.51772799e-02 -3.70987586e-01]
[ 1.31218213e-02 -4.06726765e-01 -4.21907035e-02 -1.06060292e-01
6.73572414e-01 2.34382763e-02 4.61199889e-01 4.89347393e-02
-3.61530092e-01 -2.14874051e-01]
[ -1.58581836e-01 -5.40835756e-01 -4.73612662e-03 -1.90598873e-01
7.27731470e-01 -9.41232877e-02 5.72131002e-01 -8.16334826e-02
-5.79393956e-02 9.28088757e-02]
[ -2.80086177e-01 -3.46748289e-01 5.95627371e-02 -3.72112167e-02
8.92270077e-01 1.39274067e-01 3.70124056e-01 4.84702726e-02
-8.10708348e-02 -1.25645345e-01]
[ -1.85254179e-01 -2.36282521e-01 2.58352271e-01 -2.21852144e-01
5.97774137e-01 -5.08746809e-02 6.22080308e-01 1.46529350e-02
-2.39614507e-01 -7.86487065e-03]
[ -1.15951545e-01 -1.79022476e-01 -1.74708311e-01 -8.48166459e-02
4.38771854e-01 -2.35040531e-01 1.35252664e-01 1.70328968e-01
2.94956546e-03 -1.02092998e-01]
[ 1.25678949e-01 2.67283997e-01 1.70852100e-01 -7.02651950e-02
-1.40182090e-01 4.31348394e-02 -1.79900928e-01 2.84682126e-01
9.02885135e-02 1.94062926e-01]
[ 3.45925816e-01 2.99501272e-01 -8.51043061e-02 3.11739072e-01
-8.89130541e-01 -2.86107792e-01 -4.60866239e-01 1.77616364e-01
3.76480557e-01 -4.31616148e-02]
[ 5.21179588e-02 1.55525596e-01 2.55088250e-01 2.58356963e-01
-8.02027133e-02 -1.97900015e-01 -1.92098916e-01 -1.32441471e-01
-1.34022925e-01 -2.80003130e-01]
[ 2.66532074e-02 -4.66194179e-02 -1.16897403e-01 -5.00296167e-02
2.37947045e-01 4.03051482e-02 -1.49030368e-02 -1.84078842e-01
3.76827057e-02 2.12948358e-01]
[ 2.46661621e-04 -5.62246843e-02 -6.67832805e-02 -5.12650022e-02
-1.36113202e-02 -1.75531432e-01 9.03054995e-02 1.01331130e-02
3.71788485e-02 7.39616077e-03]
[ 2.94121845e-02 6.70631557e-02 2.45357596e-01 7.57564252e-02
-2.30558721e-01 -1.34475093e-01 1.14268338e-01 3.99030738e-02
-1.84638514e-01 1.11280794e-01]
[ 6.38587029e-02 7.22215961e-03 1.04394459e-01 -2.98542868e-03
-2.04861805e-01 7.31228727e-02 9.01700501e-02 -2.71191503e-01
-2.51460501e-02 -9.89312159e-02]
[ -2.15166026e-02 6.04795118e-02 7.98856850e-02 -4.38965837e-02
9.61515909e-03 1.86121071e-01 1.28627188e-01 1.17806380e-01
-3.19263249e-02 1.60465057e-01]
[ 2.10389638e-01 3.69520455e-02 2.38945890e-02 6.68187363e-02
9.81946199e-02 -1.74570169e-02 -1.29858660e-01 1.47657503e-01
-6.56201869e-02 -3.33204584e-02]
[ 3.15587307e-02 -4.67011872e-02 1.22160344e-02 2.62513691e-02
-3.60438044e-01 -1.18078513e-01 -1.76103750e-01 4.05133486e-02
1.09234214e-01 1.81128165e-01]
[ 2.61349728e-02 5.09365379e-01 1.12768548e-01 3.86842228e-01
-1.01293306e+00 -2.99127648e-01 -6.03530308e-01 -7.41691906e-02
2.66655146e-01 3.10844087e-01]
[ 1.76395084e-01 5.15525476e-01 6.22592339e-02 4.13756752e-01
-8.30057542e-01 -8.24201767e-02 -4.50469772e-01 1.50616829e-01
2.00060847e-01 4.85322843e-01]
[ 2.59335583e-01 2.99190735e-01 2.46151706e-01 1.44017065e-01
-4.00899613e-01 8.10673907e-02 -2.09467115e-01 1.62714374e-01
2.37617648e-01 7.72425564e-02]
[ -7.41263246e-02 2.13714737e-01 2.41426697e-01 1.49207721e-02
-3.11521856e-02 1.31380062e-01 -9.38965839e-02 -1.51052485e-02
-3.44503705e-02 4.98524839e-02]
[ -9.82249045e-02 -9.34099675e-03 2.47452130e-02 9.19493468e-02
-4.69579697e-02 1.16639279e-01 2.60095393e-01 2.03028161e-02
-2.75817464e-01 -9.46614630e-02]
[ -2.19417108e-01 -1.95765602e-02 -9.29577738e-02 -3.44019098e-01
1.80255313e-01 1.19908564e-01 1.00838070e-01 1.03601461e-01
-2.07505516e-01 3.22557416e-02]
[ 1.68700014e-02 -3.55030480e-01 -1.24182074e-01 -1.53141772e-01
3.46251296e-01 2.35498761e-02 1.55189756e-01 1.53122651e-01
-1.58420649e-01 -2.11435621e-01]
[ 1.39210118e-01 -1.77808598e-01 -1.42814898e-01 -8.12212702e-03
1.38505835e-01 -5.74697721e-02 1.17700341e-02 -1.49306734e-01
1.27145657e-01 -1.18034953e-01]
[ -1.17729963e-01 1.35375481e-01 2.59545523e-01 -1.92915357e-02
1.65672276e-01 8.66042584e-02 -6.63079918e-03 -2.98412717e-01
-1.19315723e-01 -6.01404390e-02]
[ -3.51081227e-01 7.82351587e-02 1.11723379e-02 -3.20738602e-02
1.52844522e-01 -1.69792523e-01 -2.77245075e-02 2.34712133e-01
-9.37073903e-02 7.46587047e-02]
[ 1.45819337e-01 8.35612443e-02 -2.38652437e-01 -9.47444628e-02
1.28135619e-01 -2.91996769e-01 2.79630335e-02 -1.68278622e-01
-5.96341529e-03 -1.93738615e-01]
[ 2.05813266e-01 -1.62804069e-01 5.94575134e-02 -3.26249390e-02
9.92983137e-02 -2.94532116e-02 1.13843423e-02 -1.37447691e-01
1.05023742e-01 -1.88532771e-01]
[ -1.06570859e-01 -4.35793430e-02 1.20302965e-01 1.06015840e-01
4.47025420e-02 -1.11218705e-01 2.45306812e-01 -7.74500617e-02
1.83330869e-01 -5.96746495e-03]
[ 1.84873143e-02 -1.34361653e-01 2.12890737e-01 -2.18880441e-01
1.60289307e-02 1.06558269e-01 1.18896736e-02 -1.13576544e-01
3.91725405e-02 2.48865533e-01]]
[[ 0.57633265]
[ 1.45148642]
[ 0.28230646]
[ 0.82656728]
[-2.57541841]
[-0.27542917]
[-1.5279791 ]
[ 0.04564099]
[ 0.64299156]
[ 0.8671919 ]]
Progress: 22.4% ... Training loss: 0.298 ... Validation loss: 0.475[[ 1.58224235e-01 2.03225676e-01 -1.11336671e-01 1.01392436e-01
-4.96134996e-01 -6.83389483e-02 -5.28718905e-02 1.23323004e-01
-7.44526923e-02 1.83279993e-01]
[ 1.24919331e-02 1.60172115e-01 -2.09607497e-02 3.79545051e-02
1.05627067e-01 -4.68399877e-03 3.07777845e-01 4.11198565e-02
1.36871562e-01 -3.21810785e-02]
[ 1.78394075e-01 4.50552006e-01 1.78500901e-02 3.98309121e-02
2.01938463e-01 -3.98427212e-02 -5.31712220e-01 -3.65575398e-02
7.38149591e-02 2.97054006e-01]
[ -1.29440244e-02 -2.85592129e-01 -2.33642496e-01 4.54450090e-02
-2.84835366e-02 1.59941422e-01 1.17146646e-01 5.64182652e-02
2.90988479e-02 1.34207346e-01]
[ 2.23302696e-03 1.69280269e-01 -1.41790893e-01 5.39663810e-02
3.78225176e-02 -1.83276672e-01 2.05739984e-02 -1.19031992e-01
-1.76201430e-01 1.86554076e-02]
[ -3.57070337e-01 -4.00662158e-01 -2.88570554e-01 1.56024485e-01
1.51607829e-01 4.41321088e-02 9.33449745e-02 -3.57277230e-02
-5.93856102e-03 2.04069442e-02]
[ -1.59402748e-03 -1.70305608e-01 1.08031734e-02 9.45127865e-02
-2.38654405e-02 -7.18014418e-02 1.67008836e-01 -1.89741600e-01
1.89544258e-01 3.45927438e-02]
[ 1.18784206e-01 -2.15851763e-01 3.59325323e-02 -6.09674899e-02
9.95685245e-02 -4.83527284e-02 5.12129563e-02 1.21996565e-01
8.04637299e-02 -1.68716182e-02]
[ -1.73240113e-01 -9.40607036e-02 -3.06211972e-01 -2.54944112e-02
6.51824056e-03 7.10135433e-02 -1.96471812e-01 -2.84541830e-02
2.56128613e-01 -1.30103444e-01]
[ 7.45474873e-02 -2.70855586e-01 9.65676055e-02 4.86702257e-02
7.68360875e-02 -1.17592585e-01 6.00577429e-02 -9.92375380e-02
2.65027500e-02 1.40693688e-01]
[ -8.27613527e-02 5.06381972e-02 -2.29724428e-03 -1.58971402e-01
5.48787127e-02 2.40241039e-02 1.12057722e-01 -1.02787326e-01
-2.35685027e-02 -1.31564895e-01]
[ -1.11613061e-01 -6.52747251e-02 -6.98668866e-02 -9.31064326e-03
3.69847469e-01 1.01649222e-01 3.11264505e-02 -1.59908441e-02
-1.69950850e-01 -2.09875108e-01]
[ -1.56450021e-01 5.22730026e-03 6.21736137e-02 2.24536097e-02
-1.73961743e-01 -2.19982265e-01 -1.79225683e-01 -1.96963308e-01
8.76352615e-02 1.74907295e-01]
[ -2.27036390e-01 -1.93587993e-01 1.16205881e-01 2.65204426e-01
-1.06043319e-01 -8.12029724e-02 -7.62635929e-02 -2.55568985e-01
-2.16472396e-01 -8.30149809e-03]
[ 1.17521120e-01 -7.38252670e-02 -1.70400796e-02 1.24641863e-01
-2.35987323e-02 -8.78149495e-02 1.33802621e-01 4.16604988e-03
3.52812157e-02 2.33233026e-02]
[ 3.38347205e-02 -5.86619440e-02 -2.12791556e-01 1.44132255e-01
-3.15576463e-02 8.83565415e-02 -7.06994873e-02 -2.01860435e-02
-9.72118619e-02 -9.11451866e-03]
[ -1.25499494e-01 -6.67677409e-02 -2.05285173e-01 1.49524877e-01
2.93500003e-03 1.36321170e-01 1.56277503e-02 -2.50425905e-01
6.38341036e-02 -2.06451008e-01]
[ -7.26163349e-02 -4.15413711e-02 2.74870266e-01 9.38588481e-02
1.37757079e-01 -5.98695428e-02 -1.20103007e-01 1.20534462e-01
6.75429836e-02 2.73095495e-02]
[ 5.27067057e-02 -2.37849231e-02 8.70383195e-02 8.72975542e-02
8.04431053e-02 -1.71139545e-02 2.46301894e-01 1.20612741e-01
-3.40070464e-02 -6.61774443e-02]
[ 3.31325593e-03 -1.62113978e-01 -2.92700117e-01 -5.56571268e-02
2.26861769e-01 -8.91429470e-02 1.82118251e-01 1.63885413e-01
1.02588336e-01 -3.60972409e-02]
[ 5.13352961e-02 1.52865235e-05 -1.17436697e-01 4.28073386e-02
-8.69474906e-02 3.23548107e-01 2.54472123e-01 2.05316547e-01
-1.63416652e-01 -6.00343182e-02]
[ 6.60047220e-03 -1.29185631e-02 1.23279404e-01 1.09437145e-01
-2.01298271e-02 1.04722753e-01 -1.55883554e-01 -4.09840164e-02
2.13258058e-01 8.16297349e-02]
[ 1.05327905e-01 6.96268070e-02 -4.93637680e-02 -1.06982489e-01
-8.46075471e-02 -3.28059050e-01 1.16439772e-01 8.43952121e-03
1.37583587e-01 8.42339776e-02]
[ -9.77156464e-02 1.27884071e-02 -1.50216397e-02 2.37983953e-02
5.39619885e-03 -2.03636358e-01 -9.42585518e-02 -1.97500228e-02
1.55565859e-02 1.29964255e-01]
[ -1.40945198e-01 -5.62985208e-02 -1.95696097e-01 5.87584908e-04
-2.69499704e-01 -5.90546728e-03 -2.03724322e-02 -2.32212663e-02
6.58469231e-03 6.73689415e-02]
[ -2.58789085e-02 -5.50163444e-02 -7.27630991e-02 -1.22469788e-01
5.16501731e-01 2.74576147e-01 5.27668484e-01 1.13476559e-01
-1.77798193e-01 -3.67687462e-01]
[ -9.64728138e-03 -3.38714478e-01 -2.65550385e-02 -6.47692829e-02
6.35949333e-01 9.84692174e-02 4.79682877e-01 9.19907021e-02
3.52157749e-02 -3.70936587e-01]
[ 1.31678522e-02 -4.06604316e-01 -4.21664406e-02 -1.05992502e-01
6.73516814e-01 2.34176179e-02 4.61074064e-01 4.89380807e-02
-3.61480135e-01 -2.14810284e-01]
[ -1.58833225e-01 -5.41565379e-01 -4.83797645e-03 -1.90923829e-01
7.28922870e-01 -9.40125564e-02 5.72882899e-01 -8.16516045e-02
-5.81936097e-02 9.25212336e-02]
[ -2.80202395e-01 -3.47110266e-01 5.95130026e-02 -3.73536626e-02
8.92808888e-01 1.39315720e-01 3.70502378e-01 4.84618196e-02
-8.11748996e-02 -1.25819653e-01]
[ -1.85569661e-01 -2.37003472e-01 2.58201471e-01 -2.22301843e-01
5.99073851e-01 -5.07219121e-02 6.22834007e-01 1.46288120e-02
-2.39966980e-01 -8.30254431e-03]
[ -1.15630518e-01 -1.78475577e-01 -1.74558613e-01 -8.43382584e-02
4.37342047e-01 -2.35198151e-01 1.34473589e-01 1.70355514e-01
3.30550021e-03 -1.01597270e-01]
[ 1.26413116e-01 2.68951775e-01 1.71203430e-01 -6.92155635e-02
-1.43464849e-01 4.28126606e-02 -1.81823236e-01 2.84738129e-01
9.10865090e-02 1.95117254e-01]
[ 3.45559107e-01 2.98525175e-01 -8.52379953e-02 3.11212408e-01
-8.87607776e-01 -2.85931201e-01 -4.59821809e-01 1.77583258e-01
3.76112465e-01 -4.37244078e-02]
[ 5.21478578e-02 1.55724659e-01 2.55108646e-01 2.58425388e-01
-8.04158301e-02 -1.97925155e-01 -1.92249088e-01 -1.32437590e-01
-1.33968577e-01 -2.79924560e-01]
[ 2.68497114e-02 -4.61801415e-02 -1.16800579e-01 -4.97428424e-02
2.37093483e-01 4.02106650e-02 -1.54083425e-02 -1.84063826e-01
3.79044916e-02 2.13220505e-01]
[ 2.23169447e-04 -5.61780044e-02 -6.68000002e-02 -5.12552788e-02
-1.37120631e-02 -1.75568895e-01 9.03285091e-02 1.01381000e-02
3.71748792e-02 7.28345544e-03]
[ 2.92261469e-02 6.66390127e-02 2.45251094e-01 7.54662696e-02
-2.29610769e-01 -1.34392098e-01 1.14799770e-01 3.98903623e-02
-1.84871550e-01 1.10986214e-01]
[ 6.43655946e-02 8.54477122e-03 1.04630807e-01 -2.22823069e-03
-2.07116854e-01 7.28803704e-02 8.87474618e-02 -2.71153260e-01
-2.45469351e-02 -9.81785816e-02]
[ -2.18423010e-02 5.96620415e-02 7.97302905e-02 -4.43790740e-02
1.11038995e-02 1.86275956e-01 1.29461973e-01 1.17779937e-01
-3.22852639e-02 1.59981532e-01]
[ 2.10791404e-01 3.79329278e-02 2.40722706e-02 6.74243233e-02
9.64643230e-02 -1.76486432e-02 -1.30865716e-01 1.47690818e-01
-6.51600041e-02 -3.27437363e-02]
[ 3.14341210e-02 -4.69021701e-02 1.21546824e-02 2.60650455e-02
-3.59876834e-01 -1.18018392e-01 -1.75765801e-01 4.05033499e-02
1.09090485e-01 1.80934297e-01]
[ 2.64887034e-02 5.10087551e-01 1.12954253e-01 3.87342153e-01
-1.01440039e+00 -2.99269636e-01 -6.04308151e-01 -7.41391372e-02
2.67056800e-01 3.11324243e-01]
[ 1.76292241e-01 5.15276796e-01 6.22225645e-02 4.13665742e-01
-8.30068444e-01 -8.23730613e-02 -4.50121488e-01 1.50612510e-01
1.99982282e-01 4.85159660e-01]
[ 2.59009974e-01 2.98349477e-01 2.46005497e-01 1.43597435e-01
-3.99841377e-01 8.11992942e-02 -2.08727596e-01 1.62692378e-01
2.37306522e-01 7.67958106e-02]
[ -7.41153358e-02 2.13780761e-01 2.41437589e-01 1.49384781e-02
-3.11508935e-02 1.31376006e-01 -9.39355722e-02 -1.51045063e-02
-3.44385984e-02 4.98605307e-02]
[ -9.83492846e-02 -9.71824499e-03 2.46887951e-02 9.17753149e-02
-4.64071926e-02 1.16693585e-01 2.60563142e-01 2.02932801e-02
-2.75959469e-01 -9.48202971e-02]
[ -2.19914193e-01 -2.07699701e-02 -9.31939542e-02 -3.44738839e-01
1.82482938e-01 1.20141307e-01 1.02176297e-01 1.03562486e-01
-2.08043439e-01 3.15097166e-02]
[ 1.66224699e-02 -3.55685554e-01 -1.24310183e-01 -1.53511670e-01
3.47384153e-01 2.36753736e-02 1.55899709e-01 1.53102528e-01
-1.58708338e-01 -2.11813449e-01]
[ 1.38556721e-01 -1.79422738e-01 -1.43107113e-01 -8.96859661e-03
1.40681214e-01 -5.71846745e-02 1.36559152e-02 -1.49358850e-01
1.26438517e-01 -1.19030303e-01]
[ -1.17752815e-01 1.35128227e-01 2.59559055e-01 -1.93120499e-02
1.66376553e-01 8.65730545e-02 -6.36376557e-03 -2.98408996e-01
-1.19274380e-01 -6.00870448e-02]
[ -3.51294124e-01 7.76065365e-02 1.10727869e-02 -3.23976260e-02
1.53888544e-01 -1.69667190e-01 -2.72113768e-02 2.34693645e-01
-9.39542513e-02 7.43153247e-02]
[ 1.45700449e-01 8.29642923e-02 -2.38713839e-01 -9.48752601e-02
1.28646099e-01 -2.91962184e-01 2.84906131e-02 -1.68281218e-01
-6.09064955e-03 -1.93913388e-01]
[ 2.06176686e-01 -1.62099153e-01 5.96791885e-02 -3.19647111e-02
9.72354139e-02 -2.96671615e-02 1.04714456e-02 -1.37409107e-01
1.05558923e-01 -1.87818958e-01]
[ -1.06480286e-01 -4.34862124e-02 1.20355350e-01 1.06126089e-01
4.44464700e-02 -1.11232050e-01 2.45205070e-01 -7.74413930e-02
1.83429823e-01 -5.90875166e-03]
[ 1.85577065e-02 -1.34122596e-01 2.12909019e-01 -2.18704423e-01
1.50895196e-02 1.06524492e-01 1.16804648e-02 -1.13572857e-01
3.93053553e-02 2.48831112e-01]]
[[ 0.57621138]
[ 1.45205143]
[ 0.28270107]
[ 0.82574625]
[-2.57579693]
[-0.27727894]
[-1.5301607 ]
[ 0.04437028]
[ 0.64250512]
[ 0.86662518]]
Progress: 22.4% ... Training loss: 0.299 ... Validation loss: 0.474[[ 1.58105207e-01 2.02938883e-01 -1.11343164e-01 1.01208156e-01
-4.95595746e-01 -6.82501608e-02 -5.30127556e-02 1.23319030e-01
-7.45358562e-02 1.83215504e-01]
[ 1.21390720e-02 1.59379994e-01 -2.11322019e-02 3.74438049e-02
1.07238667e-01 -4.51085250e-03 3.08651176e-01 4.10922569e-02
1.36483679e-01 -3.27063227e-02]
[ 1.79339184e-01 4.53829158e-01 1.84111632e-02 4.12183119e-02
1.97548029e-01 -4.03348909e-02 -5.35316598e-01 -3.64760465e-02
7.49046963e-02 2.98581172e-01]
[ -1.14294044e-02 -2.81549373e-01 -2.32789776e-01 4.79568924e-02
-3.56532365e-02 1.59082303e-01 1.13707233e-01 5.65539566e-02
3.11038667e-02 1.36952070e-01]
[ 3.52500240e-03 1.72030344e-01 -1.41118602e-01 5.59244173e-02
3.17301461e-02 -1.83856020e-01 1.68986052e-02 -1.18920002e-01
-1.74553098e-01 2.05475620e-02]
[ -3.58097100e-01 -4.03524929e-01 -2.89133759e-01 1.54451125e-01
1.56338995e-01 4.46813987e-02 9.64166375e-02 -3.58141770e-02
-7.20900650e-03 1.86505484e-02]
[ -2.51351860e-03 -1.72893292e-01 1.03897544e-02 9.32748292e-02
-2.06469313e-02 -7.13185148e-02 1.69360853e-01 -1.89807362e-01
1.88777141e-01 3.34021868e-02]
[ 1.19573964e-01 -2.13566491e-01 3.63625605e-02 -5.98254878e-02
9.66972426e-02 -4.87914940e-02 4.88051105e-02 1.22062995e-01
8.12189675e-02 -1.57203280e-02]
[ -1.72813280e-01 -9.32223526e-02 -3.05974851e-01 -2.47900415e-02
4.26447484e-03 7.07791506e-02 -1.97622173e-01 -2.84160959e-02
2.56681703e-01 -1.29361300e-01]
[ 7.48650010e-02 -2.70337992e-01 9.67768155e-02 4.92368998e-02
7.50745045e-02 -1.17746578e-01 5.88173657e-02 -9.92047494e-02
2.68875895e-02 1.41297751e-01]
[ -8.35990053e-02 4.83239401e-02 -2.70757192e-03 -1.60186896e-01
5.84460776e-02 2.44374757e-02 1.14522035e-01 -1.02852287e-01
-2.44428358e-02 -1.32879671e-01]
[ -1.11822587e-01 -6.58048938e-02 -6.99752433e-02 -9.62676840e-03
3.70866315e-01 1.01748902e-01 3.17679885e-02 -1.60063721e-02
-1.70190590e-01 -2.10217915e-01]
[ -1.56450021e-01 5.22730026e-03 6.21736137e-02 2.24536097e-02
-1.73961743e-01 -2.19982265e-01 -1.79225683e-01 -1.96963308e-01
8.76352615e-02 1.74907295e-01]
[ -2.27334843e-01 -1.94558624e-01 1.16018312e-01 2.64678829e-01
-1.04609298e-01 -8.09971823e-02 -7.52061808e-02 -2.55596800e-01
-2.16897681e-01 -8.89103217e-03]
[ 1.17133005e-01 -7.48148653e-02 -1.72426555e-02 1.24085202e-01
-2.18555525e-02 -8.76371915e-02 1.34848585e-01 4.13502789e-03
3.48300939e-02 2.26989742e-02]
[ 3.34990551e-02 -5.95528567e-02 -2.12961241e-01 1.43652587e-01
-3.00408287e-02 8.85182988e-02 -6.97529368e-02 -2.02130681e-02
-9.75966943e-02 -9.64440998e-03]
[ -1.25367890e-01 -6.65954502e-02 -2.05224079e-01 1.49698562e-01
2.46801606e-03 1.36270053e-01 1.53415536e-02 -2.50414985e-01
6.39928053e-02 -2.06251676e-01]
[ -7.42553771e-02 -4.55157428e-02 2.74059502e-01 9.15155495e-02
1.44460033e-01 -5.90683008e-02 -1.15752809e-01 1.20405593e-01
6.58470508e-02 2.49477824e-02]
[ 5.31328326e-02 -2.30243529e-02 8.72628954e-02 8.78726253e-02
7.86028229e-02 -1.72868672e-02 2.45100688e-01 1.20645890e-01
-3.35152596e-02 -6.55668052e-02]
[ 3.37945232e-03 -1.61793517e-01 -2.92664603e-01 -5.55466825e-02
2.26458385e-01 -8.91926007e-02 1.81755169e-01 1.63891400e-01
1.02633445e-01 -3.59565895e-02]
[ 5.18193555e-02 1.32280697e-03 -1.17151908e-01 4.36533134e-02
-8.93937559e-02 3.23272712e-01 2.53050926e-01 2.05363521e-01
-1.62784877e-01 -5.92451611e-02]
[ 7.20500550e-03 -1.12912393e-02 1.23598218e-01 1.10269406e-01
-2.21575916e-02 1.04419649e-01 -1.57548079e-01 -4.09357343e-02
2.13831813e-01 8.24978662e-02]
[ 1.05392740e-01 6.97548657e-02 -4.93188797e-02 -1.06869577e-01
-8.51217240e-02 -3.28098753e-01 1.16267996e-01 8.44611278e-03
1.37679595e-01 8.43720592e-02]
[ -9.76892727e-02 1.27557466e-02 -1.49989400e-02 2.38619917e-02
5.24220606e-03 -2.03655732e-01 -9.43233828e-02 -1.97464679e-02
1.56136268e-02 1.30031438e-01]
[ -1.40817316e-01 -5.60834047e-02 -1.95627351e-01 8.13918807e-04
-2.70219200e-01 -5.98169660e-03 -2.07342710e-02 -2.32096946e-02
6.75845190e-03 6.76077689e-02]
[ -2.56521219e-02 -5.45777426e-02 -7.26579022e-02 -1.22140682e-01
5.15518948e-01 2.74470130e-01 5.27283169e-01 1.13494271e-01
-1.77533970e-01 -3.67355177e-01]
[ -9.87652249e-03 -3.39306620e-01 -2.66667430e-02 -6.50810912e-02
6.36829347e-01 9.85735611e-02 4.80308705e-01 9.19739124e-02
3.49651419e-02 -3.71255491e-01]
[ 1.29114671e-02 -4.07208368e-01 -4.22842143e-02 -1.06357186e-01
6.74640143e-01 2.35321468e-02 4.61652672e-01 4.89189492e-02
-3.61763275e-01 -2.15184186e-01]
[ -1.59059615e-01 -5.42101169e-01 -4.94845368e-03 -1.91246593e-01
7.29768944e-01 -9.39078414e-02 5.73486682e-01 -8.16678415e-02
-5.84387475e-02 9.22398970e-02]
[ -2.80079369e-01 -3.46922632e-01 5.95814065e-02 -3.71547643e-02
8.92253142e-01 1.39249016e-01 3.70205101e-01 4.84725712e-02
-8.10212269e-02 -1.25608270e-01]
[ -1.85581696e-01 -2.37032379e-01 2.58195569e-01 -2.22318853e-01
5.99117354e-01 -5.07161232e-02 6.22860640e-01 1.46278920e-02
-2.39980353e-01 -8.32064849e-03]
[ -1.15341786e-01 -1.77912209e-01 -1.74407524e-01 -8.38651609e-02
4.35920873e-01 -2.35356200e-01 1.33693544e-01 1.70379876e-01
3.66750119e-03 -1.01107158e-01]
[ 1.26760210e-01 2.69870085e-01 1.71372928e-01 -6.87231188e-02
-1.44912960e-01 4.26462646e-02 -1.82706551e-01 2.84764549e-01
9.14759728e-02 1.95625971e-01]
[ 3.45865591e-01 2.99433059e-01 -8.50796991e-02 3.11610950e-01
-8.88473022e-01 -2.86048054e-01 -4.60693597e-01 1.77606954e-01
3.76503560e-01 -4.31468015e-02]
[ 5.22939050e-02 1.55970638e-01 2.55188035e-01 2.58649509e-01
-8.10672441e-02 -1.98003599e-01 -1.92614684e-01 -1.32425455e-01
-1.33794867e-01 -2.79698647e-01]
[ 2.68165583e-02 -4.62467599e-02 -1.16813658e-01 -4.97904620e-02
2.37242438e-01 4.02271922e-02 -1.53323611e-02 -1.84066469e-01
3.78662524e-02 2.13169062e-01]
[ 5.88938383e-04 -5.51515705e-02 -6.65876277e-02 -5.06319174e-02
-1.54224110e-02 -1.75765245e-01 8.92311590e-02 1.01735613e-02
3.76194968e-02 7.89473619e-03]
[ 2.87681210e-02 6.54109108e-02 2.45016978e-01 7.47383327e-02
-2.27428024e-01 -1.34153725e-01 1.16073623e-01 3.98514078e-02
-1.85427539e-01 1.10233739e-01]
[ 6.44497569e-02 8.73403016e-03 1.04665522e-01 -2.12366382e-03
-2.07445607e-01 7.28347026e-02 8.84159768e-02 -2.71148273e-01
-2.44534283e-02 -9.81312426e-02]
[ -2.21956320e-02 5.87453675e-02 7.95567630e-02 -4.48980716e-02
1.27456408e-02 1.86440998e-01 1.30386502e-01 1.17753421e-01
-3.26792332e-02 1.59434782e-01]
[ 2.10259663e-01 3.65968749e-02 2.37793313e-02 6.65411288e-02
9.91034240e-02 -1.73803974e-02 -1.29443812e-01 1.47642922e-01
-6.58555784e-02 -3.36615705e-02]
[ 3.17350243e-02 -4.60758465e-02 1.22974586e-02 2.64890375e-02
-3.61204115e-01 -1.18147540e-01 -1.76384100e-01 4.05268796e-02
1.09369807e-01 1.81321987e-01]
[ 2.61340672e-02 5.09241610e-01 1.12766322e-01 3.86806458e-01
-1.01297390e+00 -2.99106502e-01 -6.03472837e-01 -7.41688879e-02
2.66651673e-01 3.10762268e-01]
[ 1.75677504e-01 5.13504593e-01 6.18932114e-02 4.12757053e-01
-8.27564322e-01 -8.20625796e-02 -4.48336139e-01 1.50562220e-01
1.99241090e-01 4.84152681e-01]
[ 2.59523567e-01 2.99560016e-01 2.46317185e-01 1.44496467e-01
-4.02783971e-01 8.09579756e-02 -2.10276279e-01 1.62740849e-01
2.38010660e-01 7.77212772e-02]
[ -7.43171791e-02 2.13319388e-01 2.41340964e-01 1.46650713e-02
-3.02940160e-02 1.31470577e-01 -9.34787406e-02 -1.51195606e-02
-3.46228266e-02 4.95616625e-02]
[ -9.84803488e-02 -1.00705414e-02 2.46304415e-02 9.15891675e-02
-4.57913379e-02 1.16759577e-01 2.60882042e-01 2.02831229e-02
-2.76103948e-01 -9.50250310e-02]
[ -2.19878698e-01 -2.06817248e-02 -9.31762242e-02 -3.44688006e-01
1.82323598e-01 1.20124049e-01 1.02080331e-01 1.03565260e-01
-2.08003424e-01 3.15633268e-02]
[ 1.65572949e-02 -3.55874815e-01 -1.24339028e-01 -1.53596658e-01
3.47692764e-01 2.37048956e-02 1.56112787e-01 1.53098870e-01
-1.58782255e-01 -2.11905065e-01]
[ 1.37961286e-01 -1.80605774e-01 -1.43384392e-01 -9.73121260e-03
1.42946267e-01 -5.69158621e-02 1.50568197e-02 -1.49400787e-01
1.25879523e-01 -1.19884109e-01]
[ -1.17402083e-01 1.35943264e-01 2.59735824e-01 -1.88133375e-02
1.65265100e-01 8.64098956e-02 -7.23598734e-03 -2.98380502e-01
-1.18910052e-01 -5.95781200e-02]
[ -3.51786339e-01 7.60538252e-02 1.08120415e-02 -3.30759906e-02
1.55751832e-01 -1.69441314e-01 -2.58466157e-02 2.34655820e-01
-9.45263114e-02 7.35690893e-02]
[ 1.46224459e-01 8.40091475e-02 -2.38449832e-01 -9.41678583e-02
1.26675642e-01 -2.92161485e-01 2.69510277e-02 -1.68240343e-01
-5.48322496e-03 -1.93110553e-01]
[ 2.05590529e-01 -1.63533660e-01 5.93942784e-02 -3.28567645e-02
9.98580646e-02 -2.93735616e-02 1.20868478e-02 -1.37456488e-01
1.04883409e-01 -1.88766630e-01]
[ -1.06323129e-01 -4.29235553e-02 1.20462422e-01 1.06349972e-01
4.40452895e-02 -1.11334693e-01 2.44648496e-01 -7.74262156e-02
1.83537152e-01 -5.62374342e-03]
[ 1.84699498e-02 -1.34701723e-01 2.12874631e-01 -2.18766332e-01
1.46462459e-02 1.06560365e-01 1.21332522e-02 -1.13577961e-01
3.93036065e-02 2.48728538e-01]]
[[ 0.57548628]
[ 1.45110073]
[ 0.27884 ]
[ 0.82265843]
[-2.57827616]
[-0.27913079]
[-1.53332321]
[ 0.04238104]
[ 0.64060056]
[ 0.86461965]]
Progress: 22.4% ... Training loss: 0.300 ... Validation loss: 0.475[[ 1.56072081e-01 1.97385593e-01 -1.12409248e-01 9.80515304e-02
-4.86091784e-01 -6.72334921e-02 -4.76504991e-02 1.23159777e-01
-7.68887044e-02 1.80307108e-01]
[ 1.24184822e-02 1.60054364e-01 -2.09866654e-02 3.79022539e-02
1.06193853e-01 -4.66394254e-03 3.07941213e-01 4.11158749e-02
1.36822657e-01 -3.22453915e-02]
[ 1.74306743e-01 4.43634058e-01 1.57080065e-02 3.30405114e-02
2.21444208e-01 -3.76891085e-02 -5.23901282e-01 -3.68804235e-02
6.88520123e-02 2.91035433e-01]
[ -1.04680749e-02 -2.80009675e-01 -2.32334882e-01 4.92814836e-02
-3.95347131e-02 1.58772086e-01 1.11286313e-01 5.66080298e-02
3.22446997e-02 1.38619117e-01]
[ 2.55094901e-03 1.70103546e-01 -1.41532337e-01 5.45938979e-02
3.59937581e-02 -1.83559851e-01 1.95879264e-02 -1.18983042e-01
-1.75794713e-01 1.91039217e-02]
[ -3.56615636e-01 -4.01085545e-01 -2.88350048e-01 1.56837786e-01
1.49518937e-01 4.38769201e-02 9.34597109e-02 -3.56931825e-02
-5.43013498e-03 2.09667842e-02]
[ -4.75278763e-03 -1.78407707e-01 9.28246041e-03 9.00342741e-02
-1.06509862e-02 -7.02638920e-02 1.75180192e-01 -1.89968631e-01
1.86257286e-01 3.00646924e-02]
[ 1.18598439e-01 -2.16190084e-01 3.58077588e-02 -6.14915105e-02
1.01289169e-01 -4.82471875e-02 5.12714172e-02 1.21979359e-01
8.00269079e-02 -1.71350749e-02]
[ -1.73123524e-01 -9.40207733e-02 -3.06108956e-01 -2.52305336e-02
5.75680920e-03 7.09188901e-02 -1.96715634e-01 -2.84372288e-02
2.56358687e-01 -1.29816919e-01]
[ 7.31498910e-02 -2.75877473e-01 9.59105652e-02 4.66518213e-02
8.29521434e-02 -1.16962590e-01 6.42017437e-02 -9.93318367e-02
2.49199938e-02 1.38754013e-01]
[ -8.37255224e-02 4.77200845e-02 -2.78296325e-03 -1.60358664e-01
5.91754737e-02 2.45204521e-02 1.14979444e-01 -1.02858672e-01
-2.45544747e-02 -1.33008537e-01]
[ -1.12024533e-01 -6.61586019e-02 -7.00460918e-02 -9.83033046e-03
3.71519427e-01 1.01816128e-01 3.21614594e-02 -1.60179424e-02
-1.70367416e-01 -2.10436935e-01]
[ -1.56450021e-01 5.22730026e-03 6.21736137e-02 2.24536097e-02
-1.73961743e-01 -2.19982265e-01 -1.79225683e-01 -1.96963308e-01
8.76352615e-02 1.74907295e-01]
[ -2.26624397e-01 -1.93239164e-01 1.16416607e-01 2.65856133e-01
-1.08170204e-01 -8.13989030e-02 -7.69115315e-02 -2.55537308e-01
-2.16024544e-01 -7.72011675e-03]
[ 1.17544765e-01 -7.42498825e-02 -1.70310532e-02 1.24705768e-01
-2.35607099e-02 -8.78384588e-02 1.34280815e-01 4.16984606e-03
3.53092200e-02 2.32333223e-02]
[ 3.31898490e-02 -6.05113786e-02 -2.13110529e-01 1.43314519e-01
-2.89514673e-02 8.86194360e-02 -6.88450235e-02 -2.02328820e-02
-9.79148631e-02 -1.00328407e-02]
[ -1.25799887e-01 -6.76934090e-02 -2.05419883e-01 1.49123188e-01
4.25674995e-03 1.36470895e-01 1.64053448e-02 -2.50445639e-01
6.35325779e-02 -2.06904659e-01]
[ -7.49697682e-02 -4.73595856e-02 2.73702717e-01 9.04655087e-02
1.47996504e-01 -5.87160483e-02 -1.13911372e-01 1.20352483e-01
6.50614735e-02 2.39909215e-02]
[ 5.22953990e-02 -2.52320361e-02 8.67904132e-02 8.64903668e-02
8.24135872e-02 -1.68485563e-02 2.47573970e-01 1.20579611e-01
-3.45667784e-02 -6.69322426e-02]
[ 3.07807819e-03 -1.62679978e-01 -2.92865550e-01 -5.61161910e-02
2.28293156e-01 -8.90246497e-02 1.82393198e-01 1.63861875e-01
1.02221351e-01 -3.63538560e-02]
[ 5.20502179e-02 2.03579163e-03 -1.17022239e-01 4.39781203e-02
-9.06095720e-02 3.23171446e-01 2.52261720e-01 2.05382425e-01
-1.62509895e-01 -5.88710061e-02]
[ 6.66658255e-03 -1.26514693e-02 1.23334308e-01 1.09445023e-01
-1.97311418e-02 1.04688812e-01 -1.55883332e-01 -4.09783460e-02
2.13231148e-01 8.16561527e-02]
[ 1.05198087e-01 6.92631350e-02 -4.94128646e-02 -1.07152349e-01
-8.42048577e-02 -3.27997315e-01 1.16743694e-01 8.43237559e-03
1.37467206e-01 8.40613396e-02]
[ -9.78345271e-02 1.23710374e-02 -1.50604396e-02 2.36562548e-02
5.89837854e-03 -2.03599631e-01 -9.39606951e-02 -1.97562449e-02
1.54566380e-02 1.29828412e-01]
[ -1.40741225e-01 -5.59467375e-02 -1.95584707e-01 9.58975412e-04
-2.70536762e-01 -6.03044711e-03 -2.08642699e-02 -2.32024426e-02
6.87277621e-03 6.77531634e-02]
[ -2.56882241e-02 -5.49438057e-02 -7.26664624e-02 -1.22179988e-01
5.15766990e-01 2.74504378e-01 5.27641697e-01 1.13494022e-01
-1.77546137e-01 -3.67449234e-01]
[ -9.87248770e-03 -3.39304437e-01 -2.66633404e-02 -6.50663990e-02
6.36762220e-01 9.85675027e-02 4.80294862e-01 9.19747618e-02
3.49754010e-02 -3.71238849e-01]
[ 1.29501995e-02 -4.07188355e-01 -4.22632110e-02 -1.06294318e-01
6.74378511e-01 2.35099502e-02 4.61662159e-01 4.89221718e-02
-3.61717477e-01 -2.15135974e-01]
[ -1.58736503e-01 -5.41659226e-01 -4.78439481e-03 -1.90730490e-01
7.28293168e-01 -9.40837657e-02 5.72922103e-01 -8.16430946e-02
-5.80674568e-02 9.27892003e-02]
[ -2.79923821e-01 -3.46648692e-01 5.96908578e-02 -3.68255934e-02
8.91406548e-01 1.39132073e-01 3.69811445e-01 4.84890172e-02
-8.07780637e-02 -1.25300844e-01]
[ -1.85767071e-01 -2.37432274e-01 2.58104087e-01 -2.22591202e-01
5.99879761e-01 -5.06246568e-02 6.23299613e-01 1.46140544e-02
-2.40190283e-01 -8.59993024e-03]
[ -1.15311629e-01 -1.77966979e-01 -1.74395189e-01 -8.38079589e-02
4.35811358e-01 -2.35375397e-01 1.33713125e-01 1.70382201e-01
3.71863942e-03 -1.01108205e-01]
[ 1.27175164e-01 2.70811933e-01 1.71572630e-01 -6.81007041e-02
-1.46725095e-01 4.24380728e-02 -1.83817326e-01 2.84794873e-01
9.19561423e-02 1.96282303e-01]
[ 3.45621617e-01 2.98120907e-01 -8.52988337e-02 3.10953749e-01
-8.86596945e-01 -2.85830856e-01 -4.59787497e-01 1.77575871e-01
3.76090324e-01 -4.35503179e-02]
[ 5.19370490e-02 1.55165767e-01 2.55016154e-01 2.58142458e-01
-7.94704560e-02 -1.97835737e-01 -1.91653793e-01 -1.32451080e-01
-1.34194498e-01 -2.80245340e-01]
[ 2.66955926e-02 -4.65996000e-02 -1.16864606e-01 -4.99346124e-02
2.37604442e-01 4.02740902e-02 -1.50524959e-02 -1.84074217e-01
3.77519519e-02 2.13045698e-01]
[ 3.43403959e-04 -5.58844531e-02 -6.67200854e-02 -5.10238418e-02
-1.41868330e-02 -1.75640212e-01 8.99824398e-02 1.01533924e-02
3.73318805e-02 7.50195687e-03]
[ 2.83205671e-02 6.44221317e-02 2.44811678e-01 7.41156223e-02
-2.25445193e-01 -1.33967218e-01 1.17125134e-01 3.98185349e-02
-1.85924398e-01 1.09656939e-01]
[ 6.35085260e-02 6.51317972e-03 1.04204977e-01 -3.52588689e-03
-2.03130534e-01 7.32779578e-02 9.09665142e-02 -2.71213183e-01
-2.55060249e-02 -9.95867899e-02]
[ -2.21362681e-02 5.88712244e-02 7.95905556e-02 -4.48207605e-02
1.25173800e-02 1.86411845e-01 1.30260060e-01 1.17757064e-01
-3.26390072e-02 1.59519249e-01]
[ 2.10278867e-01 3.68193152e-02 2.37936801e-02 6.65973992e-02
9.92124360e-02 -1.74100848e-02 -1.29652885e-01 1.47646197e-01
-6.58181944e-02 -3.36036463e-02]
[ 3.20584147e-02 -4.53343192e-02 1.24270107e-02 2.69472446e-02
-3.62638150e-01 -1.18287786e-01 -1.77146292e-01 4.05496150e-02
1.09718671e-01 1.81777150e-01]
[ 2.58205445e-02 5.08459259e-01 1.12612838e-01 3.86401668e-01
-1.01189324e+00 -2.98987021e-01 -6.02535079e-01 -7.41898974e-02
2.66282719e-01 3.10303237e-01]
[ 1.75216822e-01 5.12418026e-01 6.16929502e-02 4.12105185e-01
-8.25682107e-01 -8.18248280e-02 -4.47256227e-01 1.50529050e-01
1.98757395e-01 4.83463006e-01]
[ 2.59573203e-01 2.99732431e-01 2.46350340e-01 1.44595750e-01
-4.03074248e-01 8.09316203e-02 -2.10455298e-01 1.62744952e-01
2.38078938e-01 7.78361844e-02]
[ -7.42463900e-02 2.13495125e-01 2.41376313e-01 1.47575005e-02
-3.06014221e-02 1.31436912e-01 -9.36617452e-02 -1.51140508e-02
-3.45487449e-02 4.96592712e-02]
[ -9.86837705e-02 -1.05420213e-02 2.45439125e-02 9.13275919e-02
-4.49314026e-02 1.16841919e-01 2.61340143e-01 2.02699609e-02
-2.76314188e-01 -9.53045680e-02]
[ -2.19606364e-01 -2.00813726e-02 -9.30399060e-02 -3.44308349e-01
1.81086062e-01 1.19995100e-01 1.01364903e-01 1.03585841e-01
-2.07694128e-01 3.19741425e-02]
[ 1.63076828e-02 -3.56516611e-01 -1.24463406e-01 -1.53967525e-01
3.48712584e-01 2.38236090e-02 1.56803533e-01 1.53079901e-01
-1.59069038e-01 -2.12294162e-01]
[ 1.37105703e-01 -1.82934612e-01 -1.43799640e-01 -1.08789047e-02
1.46312928e-01 -5.65384479e-02 1.73806651e-02 -1.49460467e-01
1.24958360e-01 -1.21123882e-01]
[ -1.16868746e-01 1.36973110e-01 2.60006391e-01 -1.79511564e-02
1.63154274e-01 8.61152852e-02 -8.36968350e-03 -2.98335989e-01
-1.18291029e-01 -5.86984547e-02]
[ -3.52355337e-01 7.49282435e-02 1.05676368e-02 -3.38370455e-02
1.58399758e-01 -1.69207471e-01 -2.47344895e-02 2.34618873e-01
-9.51152421e-02 7.29549037e-02]
[ 1.45534498e-01 8.22578466e-02 -2.38797183e-01 -9.52167935e-02
1.29859335e-01 -2.91861888e-01 2.90141062e-02 -1.68291187e-01
-6.29908818e-03 -1.94261833e-01]
[ 2.05576272e-01 -1.63945518e-01 5.94124673e-02 -3.27938141e-02
9.96977512e-02 -2.93825408e-02 1.25031577e-02 -1.37455896e-01
1.04913677e-01 -1.88800576e-01]
[ -1.06608916e-01 -4.38161357e-02 1.20337712e-01 1.05930517e-01
4.54419259e-02 -1.11189756e-01 2.45495768e-01 -7.74449701e-02
1.83275399e-01 -6.12558871e-03]
[ 1.83076249e-02 -1.35718454e-01 2.12705099e-01 -2.19274734e-01
1.55826157e-02 1.06742354e-01 1.27395746e-02 -1.13601883e-01
3.89859649e-02 2.48498279e-01]]
[[ 0.5635369 ]
[ 1.43877598]
[ 0.27058363]
[ 0.81363168]
[-2.58415091]
[-0.2832215 ]
[-1.53555353]
[ 0.03597264]
[ 0.63093414]
[ 0.853982 ]]
Progress: 22.5% ... Training loss: 0.308 ... Validation loss: 0.489[[ 1.59109175e-01 2.04516781e-01 -1.10834026e-01 1.02835565e-01
-5.01573431e-01 -6.88259376e-02 -5.52379019e-02 1.23374355e-01
-7.33297748e-02 1.84985630e-01]
[ 1.21082028e-02 1.59181169e-01 -2.11425966e-02 3.75257285e-02
1.07316197e-01 -4.50901905e-03 3.08827085e-01 4.10960374e-02
1.36462141e-01 -3.27444104e-02]
[ 1.77808108e-01 4.54328579e-01 1.75720740e-02 3.84905640e-02
2.03640156e-01 -3.95267935e-02 -5.33676939e-01 -3.66286717e-02
7.30627702e-02 2.96257599e-01]
[ -1.20802234e-02 -2.86091827e-01 -2.33161614e-01 4.65686065e-02
-3.02608763e-02 1.59557033e-01 1.16414259e-01 5.65019136e-02
3.00738541e-02 1.36540931e-01]
[ 1.92756656e-03 1.69435372e-01 -1.41922332e-01 5.38423514e-02
3.72381897e-02 -1.83149375e-01 2.07611757e-02 -1.19024925e-01
-1.76109281e-01 1.78033161e-02]
[ -3.54950087e-01 -3.97860916e-01 -2.87538988e-01 1.59525270e-01
1.41011049e-01 4.29603495e-02 8.97488970e-02 -3.55763965e-02
-3.37131825e-03 2.35201127e-02]
[ -3.47579455e-03 -1.75687964e-01 9.91517526e-03 9.17989096e-02
-1.57970520e-02 -7.08875672e-02 1.71748337e-01 -1.89884167e-01
1.87628343e-01 3.20434456e-02]
[ 1.20092899e-01 -2.12247520e-01 3.66484973e-02 -5.89397893e-02
9.31169254e-02 -4.90633118e-02 4.77735795e-02 1.22096305e-01
8.19001912e-02 -1.48335674e-02]
[ -1.72752649e-01 -9.31553945e-02 -3.05906461e-01 -2.46930530e-02
3.82271378e-03 7.07091809e-02 -1.97554378e-01 -2.84157692e-02
2.56771377e-01 -1.29319082e-01]
[ 7.85486299e-02 -2.63125714e-01 9.85971767e-02 5.47498591e-02
5.82539068e-02 -1.19735599e-01 5.04281028e-02 -9.89681866e-02
3.10786779e-02 1.46784398e-01]
[ -8.45288288e-02 4.54090165e-02 -3.13998114e-03 -1.61377727e-01
6.11249568e-02 2.48835838e-02 1.17455778e-01 -1.02903855e-01
-2.52910936e-02 -1.34173901e-01]
[ -1.11812088e-01 -6.58469783e-02 -6.98886759e-02 -9.36798438e-03
3.70507888e-01 1.01659926e-01 3.19795157e-02 -1.59967543e-02
-1.70073633e-01 -2.09970529e-01]
[ -1.56450021e-01 5.22730026e-03 6.21736137e-02 2.24536097e-02
-1.73961743e-01 -2.19982265e-01 -1.79225683e-01 -1.96963308e-01
8.76352615e-02 1.74907295e-01]
[ -2.26492915e-01 -1.93506445e-01 1.16491162e-01 2.66184377e-01
-1.09267531e-01 -8.14877107e-02 -7.69354860e-02 -2.55528035e-01
-2.15854394e-01 -7.52847613e-03]
[ 1.17651601e-01 -7.41941900e-02 -1.69734844e-02 1.24920131e-01
-2.43031977e-02 -8.79369605e-02 1.34153413e-01 4.18082558e-03
3.55032079e-02 2.34543985e-02]
[ 3.40700998e-02 -5.84856228e-02 -2.12701411e-01 1.44600372e-01
-3.34709184e-02 8.81875155e-02 -7.07509439e-02 -2.01747838e-02
-9.68752187e-02 -8.80238777e-03]
[ -1.24822830e-01 -6.55972566e-02 -2.04957687e-01 1.50400089e-01
1.39567848e-03 1.35975487e-01 1.37463050e-02 -2.50384426e-01
6.44959824e-02 -2.05420901e-01]
[ -7.37136398e-02 -4.41467534e-02 2.74324794e-01 9.23537749e-02
1.41972312e-01 -5.93218299e-02 -1.17358910e-01 1.20436561e-01
6.65273471e-02 2.59774264e-02]
[ 5.20415808e-02 -2.58274595e-02 8.66828932e-02 8.61439407e-02
8.31935264e-02 -1.67287170e-02 2.48298010e-01 1.20566983e-01
-3.48176904e-02 -6.73895193e-02]
[ 3.84028113e-03 -1.60727616e-01 -2.92446866e-01 -5.48432461e-02
2.24156003e-01 -8.94244792e-02 1.80494520e-01 1.63918986e-01
1.03171429e-01 -3.52216563e-02]
[ 5.16028024e-02 9.70182075e-04 -1.17235184e-01 4.33201115e-02
-8.84017504e-02 3.23392703e-01 2.53476575e-01 2.05355593e-01
-1.63023229e-01 -5.95207905e-02]
[ 8.02172915e-03 -9.11405583e-03 1.24049725e-01 1.11623392e-01
-2.66061116e-02 1.03958432e-01 -1.59288067e-01 -4.08856026e-02
2.14849941e-01 8.37625987e-02]
[ 1.05016651e-01 6.88182926e-02 -4.94825192e-02 -1.07427038e-01
-8.35958751e-02 -3.27926459e-01 1.17277030e-01 8.42156659e-03
1.37254693e-01 8.37649764e-02]
[ -9.78572344e-02 1.22561079e-02 -1.50666649e-02 2.36155329e-02
5.97501014e-03 -2.03585359e-01 -9.38840640e-02 -1.97582285e-02
1.54262776e-02 1.29774679e-01]
[ -1.40497075e-01 -5.55865476e-02 -1.95460969e-01 1.37520216e-03
-2.71713779e-01 -6.17212270e-03 -2.14251145e-02 -2.31840324e-02
7.19381291e-03 6.81896682e-02]
[ -2.54590078e-02 -5.47269474e-02 -7.25638407e-02 -1.21825778e-01
5.14840871e-01 2.74389729e-01 5.27258914e-01 1.13509779e-01
-1.77276637e-01 -3.67124739e-01]
[ -1.02517141e-02 -3.40339846e-01 -2.68435683e-02 -6.55917024e-02
6.38342672e-01 9.87467656e-02 4.81247753e-01 9.19526855e-02
3.45566907e-02 -3.71803409e-01]
[ 1.28777729e-02 -4.07468629e-01 -4.22991112e-02 -1.06401424e-01
6.74711182e-01 2.35438544e-02 4.61910077e-01 4.89168774e-02
-3.61799180e-01 -2.15247825e-01]
[ -1.58494570e-01 -5.41289589e-01 -4.65842305e-03 -1.90316210e-01
7.27151148e-01 -9.42263432e-02 5.72378782e-01 -8.16247468e-02
-5.77475349e-02 9.32239228e-02]
[ -2.80070509e-01 -3.47296527e-01 5.96199008e-02 -3.70232603e-02
8.91916149e-01 1.39203700e-01 3.70402185e-01 4.84802844e-02
-8.09304499e-02 -1.25539064e-01]
[ -1.85685712e-01 -2.37392192e-01 2.58144681e-01 -2.22445818e-01
5.99452915e-01 -5.06764298e-02 6.23260095e-01 1.46215251e-02
-2.40078978e-01 -8.44236418e-03]
[ -1.15506297e-01 -1.78521129e-01 -1.74488699e-01 -8.41001859e-02
4.36707377e-01 -2.35274153e-01 1.34279868e-01 1.70369948e-01
3.49314678e-03 -1.01415473e-01]
[ 1.26953248e-01 2.70347864e-01 1.71470205e-01 -6.84211618e-02
-1.45708757e-01 4.25380506e-02 -1.83227413e-01 2.84780750e-01
9.17418017e-02 1.95945949e-01]
[ 3.46282952e-01 2.99981540e-01 -8.49336791e-02 3.11838622e-01
-8.89145843e-01 -2.86158126e-01 -4.61517562e-01 1.77620493e-01
3.76692726e-01 -4.24088098e-02]
[ 5.18001409e-02 1.54821360e-01 2.54945066e-01 2.57928335e-01
-7.88040163e-02 -1.97764766e-01 -1.91319217e-01 -1.32460353e-01
-1.34361607e-01 -2.80475052e-01]
[ 2.66943498e-02 -4.67439371e-02 -1.16858060e-01 -4.98988726e-02
2.37491654e-01 4.02630516e-02 -1.50236392e-02 -1.84073200e-01
3.77893519e-02 2.13095488e-01]
[ 3.51533018e-04 -5.57383254e-02 -6.66983172e-02 -5.09682219e-02
-1.44543226e-02 -1.75649444e-01 8.98547566e-02 1.01550775e-02
3.73622590e-02 7.51480451e-03]
[ 2.87347566e-02 6.54513234e-02 2.45012010e-01 7.47235157e-02
-2.27466847e-01 -1.34135302e-01 1.15973588e-01 3.98453501e-02
-1.85428570e-01 1.10288769e-01]
[ 6.43516101e-02 8.47095702e-03 1.04615812e-01 -2.29200198e-03
-2.06820518e-01 7.28468161e-02 8.88386959e-02 -2.71163766e-01
-2.45645246e-02 -9.83292568e-02]
[ -2.21169939e-02 5.89995570e-02 7.95969564e-02 -4.48184686e-02
1.23936761e-02 1.86379919e-01 1.30257161e-01 1.17759185e-01
-3.26535743e-02 1.59497529e-01]
[ 2.11739801e-01 4.05171780e-02 2.45324677e-02 6.88465206e-02
9.22432123e-02 -1.82082907e-02 -1.33377533e-01 1.47748194e-01
-6.40346736e-02 -3.14478850e-02]
[ 3.25236622e-02 -4.41242617e-02 1.26450929e-02 2.76452561e-02
-3.64865025e-01 -1.18504781e-01 -1.78397444e-01 4.05800096e-02
1.10252042e-01 1.82447792e-01]
[ 2.58718241e-02 5.08656941e-01 1.12648173e-01 3.86487185e-01
-1.01227930e+00 -2.99014492e-01 -6.02560668e-01 -7.41841420e-02
2.66367203e-01 3.10346358e-01]
[ 1.75154109e-01 5.12228599e-01 6.17153446e-02 4.12237943e-01
-8.26309679e-01 -8.18263431e-02 -4.46929319e-01 1.50532598e-01
1.98767584e-01 4.83366633e-01]
[ 2.60346444e-01 3.01661868e-01 2.46729672e-01 1.45752875e-01
-4.06855456e-01 8.05340913e-02 -2.12451188e-01 1.62797328e-01
2.38951998e-01 7.89974431e-02]
[ -7.41107388e-02 2.13816775e-01 2.41442665e-01 1.49579567e-02
-3.11351745e-02 1.31371848e-01 -9.40334941e-02 -1.51056616e-02
-3.43915321e-02 4.98646414e-02]
[ -9.84109328e-02 -9.88521128e-03 2.46824257e-02 9.17371642e-02
-4.62667583e-02 1.16695591e-01 2.60575744e-01 2.02881664e-02
-2.75988613e-01 -9.48699913e-02]
[ -2.19339263e-01 -1.95898784e-02 -9.29160516e-02 -3.43916803e-01
1.79816977e-01 1.19857202e-01 1.00739466e-01 1.03603231e-01
-2.07386699e-01 3.23900974e-02]
[ 1.64065378e-02 -3.56358021e-01 -1.24425162e-01 -1.53827604e-01
3.48339398e-01 2.37792407e-02 1.56550229e-01 1.53085998e-01
-1.58961960e-01 -2.12153653e-01]
[ 1.37946454e-01 -1.80963449e-01 -1.43360999e-01 -9.51788610e-03
1.42117354e-01 -5.69448387e-02 1.52723145e-02 -1.49402003e-01
1.26047785e-01 -1.19835236e-01]
[ -1.17739818e-01 1.34741547e-01 2.59581061e-01 -1.91784546e-02
1.66897788e-01 8.65367601e-02 -6.00182228e-03 -2.98392014e-01
-1.19257266e-01 -6.00530728e-02]
[ -3.52339453e-01 7.46927412e-02 1.06019364e-02 -3.37731378e-02
1.57794768e-01 -1.69246775e-01 -2.45916006e-02 2.34624538e-01
-9.50460424e-02 7.29896018e-02]
[ 1.46368836e-01 8.42095781e-02 -2.38422611e-01 -9.39778865e-02
1.26291144e-01 -2.92275937e-01 2.69956257e-02 -1.68232302e-01
-5.32246330e-03 -1.92929263e-01]
[ 2.06551409e-01 -1.61743818e-01 5.99627735e-02 -3.11130751e-02
9.46026226e-02 -2.99463398e-02 1.04304620e-02 -1.37380654e-01
1.06118084e-01 -1.87205325e-01]
[ -1.05561883e-01 -4.16194137e-02 1.20830539e-01 1.07396971e-01
4.17089922e-02 -1.11731104e-01 2.42668648e-01 -7.73743557e-02
1.84317320e-01 -4.51147292e-03]
[ 2.02734314e-02 -1.30820390e-01 2.13726791e-01 -2.16317142e-01
5.27562678e-03 1.05719690e-01 7.77621974e-03 -1.13475074e-01
4.12864731e-02 2.51319043e-01]]
[[ 0.58645028]
[ 1.45720113]
[ 0.29070983]
[ 0.83546888]
[-2.56583851]
[-0.26672947]
[-1.52058506]
[ 0.05379695]
[ 0.65335807]
[ 0.87755618]]
Progress: 22.6% ... Training loss: 0.301 ... Validation loss: 0.474[[ 1.57093802e-01 1.99203956e-01 -1.11873877e-01 9.96178048e-02
-4.92047781e-01 -6.78597142e-02 -4.97730819e-02 1.23170017e-01
-7.57956006e-02 1.81833295e-01]
[ 1.20476942e-02 1.58730377e-01 -2.11718082e-02 3.73744160e-02
1.07750116e-01 -4.45774782e-03 3.09084572e-01 4.10844845e-02
1.36411236e-01 -3.28734313e-02]
[ 1.75609326e-01 4.49515130e-01 1.62925653e-02 3.43773642e-02
2.15608310e-01 -3.83631387e-02 -5.28789650e-01 -3.68823167e-02
6.98661794e-02 2.92686567e-01]
[ -1.05640280e-02 -2.83048953e-01 -2.32347836e-01 4.89973865e-02
-3.68070991e-02 1.58897305e-01 1.13352898e-01 5.66588243e-02
3.21397220e-02 1.38872634e-01]
[ 2.22970632e-03 1.70437541e-01 -1.41716746e-01 5.42506460e-02
3.63426624e-02 -1.83328242e-01 1.98641112e-02 -1.19004786e-01
-1.76012847e-01 1.82452420e-02]
[ -3.55547834e-01 -3.99854330e-01 -2.87803029e-01 1.58849197e-01
1.42982406e-01 4.31837457e-02 9.15672745e-02 -3.56205623e-02
-3.95576344e-03 2.26459468e-02]
[ -3.80690977e-03 -1.76595816e-01 9.77385632e-03 9.11837653e-02
-1.38476851e-02 -7.07016201e-02 1.72885771e-01 -1.89920108e-01
1.87250436e-01 3.16218569e-02]
[ 1.18193427e-01 -2.16951381e-01 3.56314957e-02 -6.19705867e-02
1.01556010e-01 -4.81520945e-02 5.26627846e-02 1.21901724e-01
7.95379873e-02 -1.78881727e-02]
[ -1.75793155e-01 -1.00578672e-01 -3.07347989e-01 -2.90409163e-02
1.62313378e-02 7.20618243e-02 -1.89703187e-01 -2.86948173e-02
2.53647099e-01 -1.33857107e-01]
[ 7.37669212e-02 -2.74930198e-01 9.61668718e-02 4.75452623e-02
7.86838246e-02 -1.17507812e-01 6.30309959e-02 -9.94290798e-02
2.56409048e-02 1.39462629e-01]
[ -8.56160975e-02 4.24897578e-02 -3.59663853e-03 -1.62877919e-01
6.53065700e-02 2.53332454e-02 1.20550926e-01 -1.03000080e-01
-2.63322605e-02 -1.35778815e-01]
[ -1.11811951e-01 -6.61516402e-02 -6.98656040e-02 -9.33307300e-03
3.70664789e-01 1.01655681e-01 3.19776818e-02 -1.59933713e-02
-1.70043527e-01 -2.09932232e-01]
[ -1.56450021e-01 5.22730026e-03 6.21736137e-02 2.24536097e-02
-1.73961743e-01 -2.19982265e-01 -1.79225683e-01 -1.96963308e-01
8.76352615e-02 1.74907295e-01]
[ -2.26746079e-01 -1.94362209e-01 1.16384038e-01 2.65954892e-01
-1.08678177e-01 -8.13979182e-02 -7.61633519e-02 -2.55545937e-01
-2.16078308e-01 -7.88548387e-03]
[ 1.17685490e-01 -7.44150415e-02 -1.69413470e-02 1.25011221e-01
-2.44897381e-02 -8.79671662e-02 1.34224832e-01 4.18763219e-03
3.55701166e-02 2.35286658e-02]
[ 3.35402018e-02 -5.97113468e-02 -2.12962368e-01 1.43849360e-01
-3.12061477e-02 8.84191589e-02 -6.93725224e-02 -2.02217701e-02
-9.74592717e-02 -9.62881566e-03]
[ -1.24204897e-01 -6.45614226e-02 -2.04654743e-01 1.51213634e-01
-1.05405081e-03 1.35725857e-01 1.24758176e-02 -2.50338523e-01
6.51845292e-02 -2.04545232e-01]
[ -7.37345711e-02 -4.39351620e-02 2.74356002e-01 9.23181352e-02
1.42204939e-01 -5.93199225e-02 -1.17403853e-01 1.20441002e-01
6.65065591e-02 2.61195652e-02]
[ 5.10700985e-02 -2.80862544e-02 8.61816491e-02 8.46458916e-02
8.76061414e-02 -1.62828383e-02 2.50761720e-01 1.20475277e-01
-3.59616528e-02 -6.89170154e-02]
[ 3.25486436e-03 -1.62156693e-01 -2.92771530e-01 -5.58053792e-02
2.26885305e-01 -8.91508640e-02 1.81896943e-01 1.63855853e-01
1.02407493e-01 -3.61264214e-02]
[ 5.08642965e-02 -8.89016270e-04 -1.17628261e-01 4.21707260e-02
-8.52438938e-02 3.23759400e-01 2.55413656e-01 2.05281953e-01
-1.63916855e-01 -6.07057362e-02]
[ 7.46787314e-03 -1.05956510e-02 1.23762674e-01 1.10786606e-01
-2.41354550e-02 1.04227192e-01 -1.57721259e-01 -4.09403939e-02
2.14203819e-01 8.28534163e-02]
[ 1.03440369e-01 6.50955818e-02 -5.02224775e-02 -1.09689742e-01
-7.74871588e-02 -3.27223580e-01 1.21341467e-01 8.27754158e-03
1.35699120e-01 8.14324636e-02]
[ -9.88721176e-02 9.75455785e-03 -1.55403824e-02 2.21778993e-02
1.02576009e-02 -2.03138516e-01 -9.12916405e-02 -1.98507761e-02
1.43719177e-02 1.28263763e-01]
[ -1.40773317e-01 -5.63071120e-02 -1.95603355e-01 9.63517767e-04
-2.70557565e-01 -6.04710045e-03 -2.06623328e-02 -2.32101879e-02
6.87585788e-03 6.77624620e-02]
[ -2.59931731e-02 -5.61213885e-02 -7.28486289e-02 -1.22637848e-01
5.17120075e-01 2.74649188e-01 5.28766669e-01 1.13456790e-01
-1.77919766e-01 -3.67990126e-01]
[ -1.03866870e-02 -3.40786411e-01 -2.69204366e-02 -6.58069930e-02
6.39031811e-01 9.88157167e-02 4.81714912e-01 9.19379387e-02
3.43931451e-02 -3.72035480e-01]
[ 1.31469857e-02 -4.07193622e-01 -4.21636091e-02 -1.05991492e-01
6.73650450e-01 2.34246353e-02 4.61351833e-01 4.89433574e-02
-3.61479610e-01 -2.14843595e-01]
[ -1.58562221e-01 -5.41535902e-01 -4.69507332e-03 -1.90407158e-01
7.27390637e-01 -9.41972252e-02 5.72618256e-01 -8.16315279e-02
-5.78167576e-02 9.31288166e-02]
[ -2.80175120e-01 -3.47702908e-01 5.95932698e-02 -3.71053868e-02
8.91874337e-01 1.39235663e-01 3.70804939e-01 4.84770616e-02
-8.09938862e-02 -1.25603079e-01]
[ -1.85860813e-01 -2.37782300e-01 2.58055133e-01 -2.22699518e-01
6.00150094e-01 -5.05965973e-02 6.23707661e-01 1.46051511e-02
-2.40273023e-01 -8.70905505e-03]
[ -1.15902183e-01 -1.79433871e-01 -1.74680885e-01 -8.46508864e-02
4.38399356e-01 -2.35105370e-01 1.35224127e-01 1.70334976e-01
3.07725274e-03 -1.01977162e-01]
[ 1.26263036e-01 2.68593879e-01 1.71127749e-01 -6.94403512e-02
-1.42636670e-01 4.28634163e-02 -1.81365461e-01 2.84714665e-01
9.09681051e-02 1.94896066e-01]
[ 3.45517534e-01 2.98492988e-01 -8.52318873e-02 3.10746321e-01
-8.86520597e-01 -2.85827195e-01 -4.59596119e-01 1.77554626e-01
3.76082406e-01 -4.34288154e-02]
[ 5.13443711e-02 1.53732600e-01 2.54713076e-01 2.57252237e-01
-7.67424664e-02 -1.97561091e-01 -1.90153217e-01 -1.32502647e-01
-1.34890903e-01 -2.81178304e-01]
[ 2.68571244e-02 -4.62542917e-02 -1.16760979e-01 -4.96141388e-02
2.36712287e-01 4.01741374e-02 -1.54092006e-02 -1.84053312e-01
3.79525717e-02 2.13347815e-01]
[ 4.90116512e-04 -5.54046578e-02 -6.66170433e-02 -5.07637449e-02
-1.51765747e-02 -1.75725509e-01 8.94840051e-02 1.01701751e-02
3.75353889e-02 7.70007436e-03]
[ 2.87474875e-02 6.54393584e-02 2.45017137e-01 7.47252540e-02
-2.27485079e-01 -1.34127283e-01 1.16000837e-01 3.98421184e-02
-1.85401696e-01 1.10303387e-01]
[ 6.34786393e-02 6.45227091e-03 1.04161182e-01 -3.62005902e-03
-2.02856916e-01 7.32335407e-02 9.11051742e-02 -2.71242992e-01
-2.55899893e-02 -9.97075312e-02]
[ -2.24193861e-02 5.83250512e-02 7.94553126e-02 -4.52519567e-02
1.36114589e-02 1.86510602e-01 1.30967252e-01 1.17731136e-01
-3.29948211e-02 1.59089276e-01]
[ 2.11542749e-01 4.01124720e-02 2.44541973e-02 6.85829752e-02
9.30962840e-02 -1.81287411e-02 -1.32947667e-01 1.47732287e-01
-6.42374028e-02 -3.17045504e-02]
[ 3.19787549e-02 -4.54177275e-02 1.23416632e-02 2.67110382e-02
-3.62016738e-01 -1.18238543e-01 -1.77206645e-01 4.05195819e-02
1.09557009e-01 1.81614044e-01]
[ 2.58248674e-02 5.08162740e-01 1.12614347e-01 3.86363379e-01
-1.01204408e+00 -2.98971368e-01 -6.02307964e-01 -7.41938865e-02
2.66299250e-01 3.10217138e-01]
[ 1.74905528e-01 5.11605482e-01 6.15966988e-02 4.11890271e-01
-8.25333835e-01 -8.17232618e-02 -4.46322048e-01 1.50509950e-01
1.98487746e-01 4.82991777e-01]
[ 2.60500415e-01 3.02056792e-01 2.46821515e-01 1.46041533e-01
-4.07812183e-01 8.04523407e-02 -2.12774098e-01 1.62810432e-01
2.39133647e-01 7.91693942e-02]
[ -7.44557512e-02 2.13019561e-01 2.41267489e-01 1.44519473e-02
-2.95630573e-02 1.31534130e-01 -9.31318435e-02 -1.51383978e-02
-3.47560248e-02 4.93313781e-02]
[ -9.84462029e-02 -9.88850933e-03 2.46574992e-02 9.16794886e-02
-4.61191107e-02 1.16717778e-01 2.60606558e-01 2.02841321e-02
-2.76021866e-01 -9.49384065e-02]
[ -2.19319995e-01 -1.95997861e-02 -9.29110399e-02 -3.43899317e-01
1.79788422e-01 1.19853151e-01 1.00710289e-01 1.03604160e-01
-2.07376262e-01 3.24051702e-02]
[ 1.56980876e-02 -3.58420757e-01 -1.24795018e-01 -1.54917611e-01
3.51546067e-01 2.41224784e-02 1.58537799e-01 1.53016101e-01
-1.59813077e-01 -2.13244713e-01]
[ 1.37322181e-01 -1.83027985e-01 -1.43604656e-01 -1.03241351e-02
1.44214675e-01 -5.66833792e-02 1.72604724e-02 -1.49461478e-01
1.25479217e-01 -1.20766481e-01]
[ -1.17909326e-01 1.33924421e-01 2.59506750e-01 -1.94761616e-02
1.68030036e-01 8.66231530e-02 -5.40023619e-03 -2.98407543e-01
-1.19461189e-01 -6.03661148e-02]
[ -3.53686312e-01 7.15416065e-02 9.96485361e-03 -3.56715571e-02
1.63081915e-01 -1.68670399e-01 -2.12442386e-02 2.34503017e-01
-9.65488195e-02 7.10046633e-02]
[ 1.44614185e-01 7.98569585e-02 -2.39319054e-01 -9.66331784e-02
1.34108031e-01 -2.91462579e-01 3.16665695e-02 -1.68400525e-01
-7.38141719e-03 -1.95695731e-01]
[ 2.05731202e-01 -1.63657591e-01 5.95403697e-02 -3.24018692e-02
9.85116515e-02 -2.95431178e-02 1.25629188e-02 -1.37459120e-01
1.05165451e-01 -1.88453294e-01]
[ -1.06080922e-01 -4.27331142e-02 1.20560306e-01 1.06615598e-01
4.38561403e-02 -1.11486717e-01 2.43988784e-01 -7.74252233e-02
1.83750199e-01 -5.31574399e-03]
[ 1.96391278e-02 -1.32435905e-01 2.13407032e-01 -2.17259185e-01
7.65428035e-03 1.06007699e-01 9.41178466e-03 -1.13534728e-01
4.06916159e-02 2.50478591e-01]]
[[ 0.56376043]
[ 1.43692732]
[ 0.27068854]
[ 0.814429 ]
[-2.5867936 ]
[-0.2834548 ]
[-1.53962538]
[ 0.03294363]
[ 0.62999466]
[ 0.85538296]]
Progress: 22.6% ... Training loss: 0.307 ... Validation loss: 0.491[[ 1.59996079e-01 2.06369165e-01 -1.10536428e-01 1.03843496e-01
-5.04002386e-01 -6.92553840e-02 -5.76827942e-02 1.23336602e-01
-7.24614818e-02 1.86169729e-01]
[ 1.25081799e-02 1.59861866e-01 -2.09286964e-02 3.81676902e-02
1.05502741e-01 -4.70210403e-03 3.07596728e-01 4.11154687e-02
1.37035255e-01 -3.21039776e-02]
[ 1.75474541e-01 4.51235338e-01 1.60091653e-02 3.35633009e-02
2.17920310e-01 -3.81195869e-02 -5.29991566e-01 -3.69096347e-02
6.94855563e-02 2.92002949e-01]
[ -1.14611043e-02 -2.85604284e-01 -2.32735180e-01 4.81835615e-02
-3.17436721e-02 1.59209850e-01 1.15835061e-01 5.66141700e-02
3.11261798e-02 1.37993813e-01]
[ 2.75534548e-04 1.67180160e-01 -1.42598257e-01 5.13483926e-02
4.50629467e-02 -1.82348901e-01 2.48418608e-02 -1.19106128e-01
-1.78206064e-01 1.51075054e-02]
[ -3.54403569e-01 -3.98274238e-01 -2.87204657e-01 1.60751538e-01
1.37585917e-01 4.25419562e-02 8.93302989e-02 -3.55458709e-02
-2.55713991e-03 2.44339448e-02]
[ -1.51818359e-03 -1.71694038e-01 1.08159719e-02 9.45525443e-02
-2.35345710e-02 -7.18014895e-02 1.67212512e-01 -1.89788324e-01
1.89859049e-01 3.49516886e-02]
[ 1.18404487e-01 -2.16603579e-01 3.57211624e-02 -6.17226276e-02
1.01025125e-01 -4.82394642e-02 5.18848377e-02 1.21906551e-01
7.98180237e-02 -1.75926390e-02]
[ -1.75080845e-01 -9.89430461e-02 -3.07045592e-01 -2.79215321e-02
1.36404576e-02 7.16972856e-02 -1.91520912e-01 -2.86495356e-02
2.54392819e-01 -1.32701602e-01]
[ 7.69900845e-02 -2.68743044e-01 9.76630279e-02 5.22538120e-02
6.50258262e-02 -1.19056788e-01 5.53790772e-02 -9.92429751e-02
2.93629277e-02 1.44117080e-01]
[ -8.40408295e-02 4.58669988e-02 -2.85380783e-03 -1.60384211e-01
5.87258532e-02 2.44862467e-02 1.16481435e-01 -1.02903195e-01
-2.45141034e-02 -1.33218894e-01]
[ -1.12254021e-01 -6.72507369e-02 -7.00720394e-02 -9.89686754e-03
3.72698365e-01 1.01858088e-01 3.31931843e-02 -1.60197768e-02
-1.70550715e-01 -2.10577735e-01]
[ -1.56450021e-01 5.22730026e-03 6.21736137e-02 2.24536097e-02
-1.73961743e-01 -2.19982265e-01 -1.79225683e-01 -1.96963308e-01
8.76352615e-02 1.74907295e-01]
[ -2.26538065e-01 -1.94310590e-01 1.16529255e-01 2.66426966e-01
-1.10275056e-01 -8.15357089e-02 -7.64418342e-02 -2.55530143e-01
-2.15761387e-01 -7.55470190e-03]
[ 1.17967756e-01 -7.40622231e-02 -1.68090296e-02 1.25445106e-01
-2.57009678e-02 -8.81183454e-02 1.33729461e-01 4.20517461e-03
3.58983602e-02 2.39882650e-02]
[ 3.40631966e-02 -5.88307903e-02 -2.12698379e-01 1.44637051e-01
-3.31803356e-02 8.81369914e-02 -7.03959079e-02 -2.01885493e-02
-9.68309672e-02 -8.87487533e-03]
[ -1.22615787e-01 -6.12213035e-02 -2.03890291e-01 1.53533277e-01
-7.72645715e-03 1.34967056e-01 8.53401615e-03 -2.50250165e-01
6.69462391e-02 -2.02150289e-01]
[ -7.37116797e-02 -4.40381169e-02 2.74350817e-01 9.23485490e-02
1.42373925e-01 -5.93168445e-02 -1.17297604e-01 1.20442288e-01
6.65105733e-02 2.60850292e-02]
[ 5.14139243e-02 -2.71204800e-02 8.63015481e-02 8.51839907e-02
8.56514342e-02 -1.64711479e-02 2.49729820e-01 1.20497748e-01
-3.55026771e-02 -6.84047696e-02]
[ 3.45720698e-03 -1.61866275e-01 -2.92667167e-01 -5.54917729e-02
2.26099298e-01 -8.92413985e-02 1.81087602e-01 1.63867051e-01
1.02714347e-01 -3.58013515e-02]
[ 5.14185682e-02 4.37304243e-04 -1.17370261e-01 4.29402897e-02
-8.74467912e-02 3.23489158e-01 2.53910253e-01 2.05309025e-01
-1.63343096e-01 -5.99183131e-02]
[ 7.03603702e-03 -1.15876549e-02 1.23548047e-01 1.10122309e-01
-2.21030185e-02 1.04454568e-01 -1.56502352e-01 -4.09670353e-02
2.13743278e-01 8.21989594e-02]
[ 1.04129024e-01 6.68344400e-02 -4.99344317e-02 -1.08621813e-01
-8.00037164e-02 -3.27570557e-01 1.19513310e-01 8.32074310e-03
1.36392844e-01 8.25556188e-02]
[ -9.88561096e-02 9.72556011e-03 -1.55358408e-02 2.22030412e-02
1.02448472e-02 -2.03146704e-01 -9.13088896e-02 -1.98497767e-02
1.43927175e-02 1.28287686e-01]
[ -1.40415499e-01 -5.56643395e-02 -1.95431818e-01 1.50823083e-03
-2.72036501e-01 -6.23693103e-03 -2.15643082e-02 -2.31881048e-02
7.27608474e-03 6.83092424e-02]
[ -2.58569222e-02 -5.59701600e-02 -7.27788391e-02 -1.22425748e-01
5.16441067e-01 2.74577889e-01 5.28514281e-01 1.13465353e-01
-1.77757429e-01 -3.67809842e-01]
[ -1.04670110e-02 -3.41091039e-01 -2.69609072e-02 -6.59344269e-02
6.39380623e-01 9.88581639e-02 4.81994911e-01 9.19330394e-02
3.43005339e-02 -3.72136901e-01]
[ 1.34531507e-02 -4.06568790e-01 -4.20126316e-02 -1.05531659e-01
6.72544260e-01 2.32635424e-02 4.60561259e-01 4.89619506e-02
-3.61122888e-01 -2.14381306e-01]
[ -1.58030224e-01 -5.40864555e-01 -4.44038437e-03 -1.89573632e-01
7.25197842e-01 -9.44822392e-02 5.71739482e-01 -8.15993925e-02
-5.71876801e-02 9.40133272e-02]
[ -2.79961361e-01 -3.47396725e-01 5.96993059e-02 -3.67673476e-02
8.91000247e-01 1.39121645e-01 3.70305593e-01 4.84905302e-02
-8.07415576e-02 -1.25271749e-01]
[ -1.85703845e-01 -2.37587123e-01 2.58145300e-01 -2.22430188e-01
5.99380131e-01 -5.06898869e-02 6.23420905e-01 1.46155662e-02
-2.40075641e-01 -8.45250095e-03]
[ -1.15973123e-01 -1.79605290e-01 -1.74712597e-01 -8.47551996e-02
4.38731229e-01 -2.35069299e-01 1.35421230e-01 1.70330800e-01
3.00735594e-03 -1.02085903e-01]
[ 1.25450978e-01 2.66421420e-01 1.70713664e-01 -7.06706973e-02
-1.38759356e-01 4.32991404e-02 -1.79001292e-01 2.84664992e-01
9.00581617e-02 1.93695665e-01]
[ 3.45976569e-01 2.99448161e-01 -8.50875870e-02 3.11408554e-01
-8.87537085e-01 -2.86054408e-01 -4.60847313e-01 1.77580742e-01
3.76490658e-01 -4.27489147e-02]
[ 5.15258435e-02 1.54156036e-01 2.54817392e-01 2.57560494e-01
-7.76722558e-02 -1.97678905e-01 -1.90709639e-01 -1.32489742e-01
-1.34654762e-01 -2.80847146e-01]
[ 2.69529689e-02 -4.60435721e-02 -1.16707586e-01 -4.94447017e-02
2.36038735e-01 4.00974864e-02 -1.56111249e-02 -1.84046476e-01
3.80715225e-02 2.13482001e-01]
[ 3.20643439e-04 -5.58544467e-02 -6.66966497e-02 -5.10031496e-02
-1.44782773e-02 -1.75656045e-01 8.99703536e-02 1.01607701e-02
3.73570057e-02 7.49369723e-03]
[ 2.90640250e-02 6.61929569e-02 2.45144668e-01 7.52008489e-02
-2.28956318e-01 -1.34289717e-01 1.15161063e-01 3.98607275e-02
-1.85033660e-01 1.10777412e-01]
[ 6.43787234e-02 8.86865911e-03 1.04620699e-01 -2.25542056e-03
-2.06887773e-01 7.27575556e-02 8.85066573e-02 -2.71192091e-01
-2.45579452e-02 -9.82577580e-02]
[ -2.23204603e-02 5.84568953e-02 7.94978853e-02 -4.51111394e-02
1.32397322e-02 1.86455381e-01 1.30806747e-01 1.17737159e-01
-3.28857811e-02 1.59252702e-01]
[ 2.12359508e-01 4.22887598e-02 2.48087432e-02 6.97398257e-02
8.92888075e-02 -1.85354135e-02 -1.35340068e-01 1.47778756e-01
-6.33463502e-02 -3.05497296e-02]
[ 3.23918242e-02 -4.43096298e-02 1.25456137e-02 2.73266785e-02
-3.64062323e-01 -1.18432996e-01 -1.78244342e-01 4.05455075e-02
1.10021596e-01 1.82161806e-01]
[ 2.60830770e-02 5.08435141e-01 1.12706346e-01 3.86578863e-01
-1.01230555e+00 -2.98986230e-01 -6.02647278e-01 -7.41861368e-02
2.66526415e-01 3.10385889e-01]
[ 1.74600634e-01 5.10804252e-01 6.14587596e-02 4.11520374e-01
-8.24109492e-01 -8.15645415e-02 -4.45482686e-01 1.50492522e-01
1.98158168e-01 4.82485857e-01]
[ 2.60541197e-01 3.02110166e-01 2.46845905e-01 1.46100383e-01
-4.07949689e-01 8.04348866e-02 -2.12891641e-01 1.62809191e-01
2.39190424e-01 7.92197201e-02]
[ -7.45838500e-02 2.12712595e-01 2.41223559e-01 1.43032827e-02
-2.90990736e-02 1.31588706e-01 -9.28452315e-02 -1.51425917e-02
-3.48741691e-02 4.91696377e-02]
[ -9.77927751e-02 -8.20940307e-03 2.49936089e-02 9.27362879e-02
-4.92533228e-02 1.16382218e-01 2.58518165e-01 2.03263667e-02
-2.75189588e-01 -9.38750607e-02]
[ -2.19350416e-01 -1.96714873e-02 -9.29223282e-02 -3.43934015e-01
1.79882412e-01 1.19862531e-01 1.00822435e-01 1.03602417e-01
-2.07402522e-01 3.23704383e-02]
[ 1.60713719e-02 -3.57806462e-01 -1.24617719e-01 -1.54361820e-01
3.49804260e-01 2.39315607e-02 1.57757673e-01 1.53038501e-01
-1.59397441e-01 -2.12688954e-01]
[ 1.38039002e-01 -1.82451236e-01 -1.43256323e-01 -9.24632827e-03
1.41587275e-01 -5.70600255e-02 1.57402500e-02 -1.49425547e-01
1.26393468e-01 -1.19631322e-01]
[ -1.18273170e-01 1.32851478e-01 2.59332394e-01 -1.99582759e-02
1.69639191e-01 8.67983370e-02 -4.28768654e-03 -2.98425694e-01
-1.19836903e-01 -6.09407360e-02]
[ -3.52845180e-01 7.30936336e-02 1.04047275e-02 -3.43874472e-02
1.59397091e-01 -1.69090499e-01 -2.33264446e-02 2.34552678e-01
-9.55278290e-02 7.23584550e-02]
[ 1.45918937e-01 8.30324503e-02 -2.38730116e-01 -9.45980688e-02
1.28906555e-01 -2.92142190e-01 2.81314429e-02 -1.68319513e-01
-5.93090724e-03 -1.93590581e-01]
[ 2.05506555e-01 -1.64451948e-01 5.94028496e-02 -3.27961058e-02
9.97615267e-02 -2.94322029e-02 1.33007115e-02 -1.37472392e-01
1.04859904e-01 -1.88831481e-01]
[ -1.06283479e-01 -4.34038027e-02 1.20454826e-01 1.06363487e-01
4.42095748e-02 -1.11346722e-01 2.44800211e-01 -7.74391468e-02
1.83454506e-01 -5.76460926e-03]
[ 2.19238320e-02 -1.26736886e-01 2.14479795e-01 -2.13889286e-01
-2.24962525e-03 1.04864395e-01 3.38166302e-03 -1.13399402e-01
4.33158092e-02 2.53855033e-01]]
[[ 0.57995287]
[ 1.4494953 ]
[ 0.28559542]
[ 0.83103054]
[-2.57123262]
[-0.2685192 ]
[-1.52007186]
[ 0.04703121]
[ 0.64686465]
[ 0.87172244]]
Progress: 22.6% ... Training loss: 0.299 ... Validation loss: 0.476[[ 1.59360336e-01 2.04632688e-01 -1.10829686e-01 1.02921287e-01
-5.00521717e-01 -6.89626043e-02 -5.56311810e-02 1.23288906e-01
-7.30742871e-02 1.85206991e-01]
[ 1.26164459e-02 1.60140301e-01 -2.08711316e-02 3.83397827e-02
1.04969529e-01 -4.76093358e-03 3.07423494e-01 4.11252784e-02
1.37154159e-01 -3.19317667e-02]
[ 1.75172437e-01 4.50681616e-01 1.58510351e-02 3.27575843e-02
2.20287092e-01 -3.79314033e-02 -5.30074005e-01 -3.69446255e-02
6.91495880e-02 2.91512093e-01]
[ -1.29282751e-02 -2.88625581e-01 -2.33339953e-01 4.64486872e-02
-2.59269874e-02 1.59905301e-01 1.19117279e-01 5.64973302e-02
2.95112252e-02 1.35999116e-01]
[ 2.16613290e-03 1.71900540e-01 -1.41658953e-01 5.41841523e-02
3.75089368e-02 -1.83329145e-01 2.04707161e-02 -1.18941792e-01
-1.76144671e-01 1.78117842e-02]
[ -3.54952418e-01 -3.99788756e-01 -2.87461447e-01 1.59987977e-01
1.39994497e-01 4.27633885e-02 9.12253086e-02 -3.55902823e-02
-3.19128843e-03 2.35799439e-02]
[ -2.38508259e-03 -1.74122113e-01 1.04302698e-02 9.33921290e-02
-1.99019266e-02 -7.13690544e-02 1.69657450e-01 -1.89854283e-01
1.88999098e-01 3.37830719e-02]
[ 1.18032793e-01 -2.17389086e-01 3.55674747e-02 -6.22858857e-02
1.03115421e-01 -4.80931901e-02 5.26746653e-02 1.21878167e-01
7.94800574e-02 -1.81259520e-02]
[ -1.74716519e-01 -9.82968432e-02 -3.06868418e-01 -2.73975001e-02
1.20185684e-02 7.15358631e-02 -1.92092901e-01 -2.86173999e-02
2.54820674e-01 -1.32233414e-01]
[ 7.47642008e-02 -2.74267341e-01 9.66203045e-02 4.91362091e-02
7.48399512e-02 -1.18057891e-01 6.17213496e-02 -9.94157563e-02
2.70768362e-02 1.40848774e-01]
[ -8.33970272e-02 4.71925751e-02 -2.50295386e-03 -1.59474127e-01
5.58836872e-02 2.41724119e-02 1.14753582e-01 -1.02846744e-01
-2.37629053e-02 -1.32235005e-01]
[ -1.12095057e-01 -6.71339144e-02 -6.99991760e-02 -9.65255209e-03
3.72236036e-01 1.01811745e-01 3.31365522e-02 -1.60100653e-02
-1.70420032e-01 -2.10381060e-01]
[ -1.56450021e-01 5.22730026e-03 6.21736137e-02 2.24536097e-02
-1.73961743e-01 -2.19982265e-01 -1.79225683e-01 -1.96963308e-01
8.76352615e-02 1.74907295e-01]
[ -2.26565091e-01 -1.94420129e-01 1.16513648e-01 2.66449328e-01
-1.10277722e-01 -8.15285790e-02 -7.61491449e-02 -2.55534535e-01
-2.15803502e-01 -7.61998298e-03]
[ 1.17592531e-01 -7.50726810e-02 -1.69859500e-02 1.24934330e-01
-2.43369563e-02 -8.79781421e-02 1.34789875e-01 4.17818368e-03
3.54847414e-02 2.34708683e-02]
[ 3.33653286e-02 -6.05181811e-02 -2.13031385e-01 1.43576906e-01
-2.97841309e-02 8.84683996e-02 -6.85126546e-02 -2.02461891e-02
-9.76332325e-02 -9.96760979e-03]
[ -1.23053641e-01 -6.21946434e-02 -2.04087795e-01 1.52948230e-01
-5.87216314e-03 1.35173071e-01 9.75097489e-03 -2.50285697e-01
6.65067278e-02 -2.02830918e-01]
[ -7.40057053e-02 -4.51262487e-02 2.74227793e-01 9.19846973e-02
1.43737724e-01 -5.91777440e-02 -1.16371101e-01 1.20422385e-01
6.62496672e-02 2.57568108e-02]
[ 5.17433230e-02 -2.64057253e-02 8.64636567e-02 8.56020737e-02
8.42210091e-02 -1.65921212e-02 2.48879730e-01 1.20522918e-01
-3.51395197e-02 -6.78739316e-02]
[ 2.72383452e-03 -1.63580562e-01 -2.93034402e-01 -5.66148431e-02
2.29441725e-01 -8.89214282e-02 1.82614767e-01 1.63802465e-01
1.01852236e-01 -3.69627170e-02]
[ 5.14326469e-02 8.20672363e-04 -1.17315805e-01 4.30614664e-02
-8.77232786e-02 3.23439253e-01 2.53647824e-01 2.05319411e-01
-1.63234363e-01 -5.97963982e-02]
[ 8.00875546e-03 -9.56727203e-03 1.24010436e-01 1.11468432e-01
-2.58063627e-02 1.04045794e-01 -1.58344868e-01 -4.08889819e-02
2.14805342e-01 8.35533528e-02]
[ 1.04213770e-01 6.68988438e-02 -4.98983492e-02 -1.08500239e-01
-8.03620876e-02 -3.27612082e-01 1.19353171e-01 8.32783521e-03
1.36483634e-01 8.26802174e-02]
[ -9.91863703e-02 8.99252872e-03 -1.56973832e-02 2.17285509e-02
1.16460625e-02 -2.02993967e-01 -9.04557020e-02 -1.98767451e-02
1.40759865e-02 1.27785471e-01]
[ -1.40343926e-01 -5.56129702e-02 -1.95391021e-01 1.63308890e-03
-2.72477529e-01 -6.27359997e-03 -2.16515173e-02 -2.31794132e-02
7.38438791e-03 6.84375957e-02]
[ -2.56796292e-02 -5.55867976e-02 -7.26859712e-02 -1.22157569e-01
5.15670455e-01 2.74500736e-01 5.28095774e-01 1.13481113e-01
-1.77541843e-01 -3.67532867e-01]
[ -1.06771219e-02 -3.41571614e-01 -2.70658723e-02 -6.62336717e-02
6.40437634e-01 9.89603501e-02 4.82494306e-01 9.19160056e-02
3.40481454e-02 -3.72464594e-01]
[ 1.31288881e-02 -4.07494316e-01 -4.21775219e-02 -1.06024665e-01
6.73913266e-01 2.34236300e-02 4.61510012e-01 4.89342502e-02
-3.61504702e-01 -2.14899685e-01]
[ -1.58178769e-01 -5.41327675e-01 -4.50864796e-03 -1.89766383e-01
7.25905561e-01 -9.44253150e-02 5.72219111e-01 -8.16085266e-02
-5.73383937e-02 9.38339862e-02]
[ -2.80246294e-01 -3.48084783e-01 5.95605558e-02 -3.71664321e-02
8.92173137e-01 1.39250995e-01 3.71033815e-01 4.84693533e-02
-8.10566813e-02 -1.25662446e-01]
[ -1.85728550e-01 -2.37668310e-01 2.58155418e-01 -2.22397324e-01
5.99261055e-01 -5.07007238e-02 6.23508032e-01 1.46167457e-02
-2.40066271e-01 -8.44380177e-03]
[ -1.15941451e-01 -1.79611616e-01 -1.74699261e-01 -8.47158082e-02
4.38641415e-01 -2.35083216e-01 1.35362844e-01 1.70332976e-01
3.02572472e-03 -1.02048982e-01]
[ 1.24866550e-01 2.65288283e-01 1.70432172e-01 -7.15079524e-02
-1.36116039e-01 4.35718349e-02 -1.77574312e-01 2.84617341e-01
8.94018647e-02 1.92828959e-01]
[ 3.46172458e-01 3.00211550e-01 -8.49380605e-02 3.11797707e-01
-8.88323535e-01 -2.86169893e-01 -4.61409122e-01 1.77601600e-01
3.76798468e-01 -4.24218789e-02]
[ 5.11753962e-02 1.53310518e-01 2.54661252e-01 2.57046666e-01
-7.61014781e-02 -1.97517035e-01 -1.89800935e-01 -1.32518979e-01
-1.35050884e-01 -2.81400393e-01]
[ 2.65287572e-02 -4.69436866e-02 -1.16903422e-01 -5.00132758e-02
2.37630273e-01 4.02812528e-02 -1.45961818e-02 -1.84079095e-01
3.76208639e-02 2.12934043e-01]
[ 2.62509442e-04 -5.59834373e-02 -6.67213854e-02 -5.10874896e-02
-1.42314678e-02 -1.75630681e-01 9.00876603e-02 1.01560191e-02
3.72917281e-02 7.40899819e-03]
[ 2.94310762e-02 6.70434077e-02 2.45317661e-01 7.57282852e-02
-2.30453370e-01 -1.34451047e-01 1.14337736e-01 3.98891857e-02
-1.84624562e-01 1.11255347e-01]
[ 6.43886840e-02 8.70468420e-03 1.04629506e-01 -2.24485192e-03
-2.06888442e-01 7.27325088e-02 8.83408594e-02 -2.71191314e-01
-2.45372328e-02 -9.82436539e-02]
[ -2.27262919e-02 5.74276705e-02 7.92944572e-02 -4.57309294e-02
1.51573936e-02 1.86651943e-01 1.31896193e-01 1.17702139e-01
-3.33518036e-02 1.58647839e-01]
[ 2.12477913e-01 4.26255175e-02 2.48709601e-02 6.99037516e-02
8.86131216e-02 -1.86035085e-02 -1.35682341e-01 1.47788233e-01
-6.32127323e-02 -3.03628106e-02]
[ 3.22875880e-02 -4.45532757e-02 1.24930324e-02 2.71408212e-02
-3.63482652e-01 -1.18376770e-01 -1.78038064e-01 4.05351283e-02
1.09893440e-01 1.82010324e-01]
[ 2.63412086e-02 5.08577799e-01 1.12810059e-01 3.86904484e-01
-1.01341466e+00 -2.99068575e-01 -6.02668053e-01 -7.41685889e-02
2.66756039e-01 3.10683783e-01]
[ 1.75386646e-01 5.12336788e-01 6.18389549e-02 4.12625550e-01
-8.27311092e-01 -8.19203313e-02 -4.47301510e-01 1.50560453e-01
1.99123677e-01 4.83639158e-01]
[ 2.59961609e-01 3.00701433e-01 2.46559072e-01 1.45271394e-01
-4.05513890e-01 8.07055934e-02 -2.11350887e-01 1.62761820e-01
2.38592653e-01 7.83559415e-02]
[ -7.46770438e-02 2.12471059e-01 2.41173032e-01 1.41561851e-02
-2.87455127e-02 1.31634385e-01 -9.26414716e-02 -1.51508072e-02
-3.49836718e-02 4.90292504e-02]
[ -9.74634227e-02 -7.37004360e-03 2.51607314e-02 9.32322860e-02
-5.07175432e-02 1.16222950e-01 2.57768207e-01 2.03542937e-02
-2.74817497e-01 -9.33728049e-02]
[ -2.19351966e-01 -1.96899348e-02 -9.29237213e-02 -3.43938447e-01
1.80005733e-01 1.19861291e-01 1.00842739e-01 1.03602266e-01
-2.07405881e-01 3.23846004e-02]
[ 1.59686627e-02 -3.57978760e-01 -1.24667785e-01 -1.54509090e-01
3.50259099e-01 2.39793724e-02 1.58003516e-01 1.53030231e-01
-1.59510230e-01 -2.12843667e-01]
[ 1.37575497e-01 -1.83745144e-01 -1.43435758e-01 -9.78706347e-03
1.43808578e-01 -5.68536668e-02 1.70781365e-02 -1.49459489e-01
1.25985854e-01 -1.20278205e-01]
[ -1.17845361e-01 1.33536177e-01 2.59573258e-01 -1.92623932e-02
1.67750737e-01 8.65832278e-02 -4.77303835e-03 -2.98387684e-01
-1.19279898e-01 -6.02788620e-02]
[ -3.54046488e-01 7.02799650e-02 9.82623024e-03 -3.61293392e-02
1.64429856e-01 -1.68545555e-01 -2.03354911e-02 2.34458324e-01
-9.68485892e-02 7.06948460e-02]
[ 1.45607815e-01 8.22897309e-02 -2.38879647e-01 -9.50694131e-02
1.30335050e-01 -2.92001882e-01 2.89085682e-02 -1.68344435e-01
-6.28423141e-03 -1.94065832e-01]
[ 2.05339215e-01 -1.65060331e-01 5.92861532e-02 -3.31028946e-02
1.00894924e-01 -2.93283966e-02 1.39428622e-02 -1.37484614e-01
1.04650422e-01 -1.89106788e-01]
[ -1.06441734e-01 -4.37946842e-02 1.20377306e-01 1.06054243e-01
4.50517153e-02 -1.11275488e-01 2.45194510e-01 -7.74556956e-02
1.83258395e-01 -6.06917439e-03]
[ 2.23744359e-02 -1.25653923e-01 2.14721605e-01 -2.13178368e-01
-4.50964151e-03 1.04651571e-01 2.28238739e-03 -1.13362042e-01
4.38418857e-02 2.54471031e-01]]
[[ 0.57554202]
[ 1.44898903]
[ 0.28196398]
[ 0.82643963]
[-2.57889817]
[-0.27296392]
[-1.52626489]
[ 0.04160459]
[ 0.64170591]
[ 0.86664531]]
Progress: 22.7% ... Training loss: 0.299 ... Validation loss: 0.476[[ 1.59699537e-01 2.05382909e-01 -1.10575857e-01 1.03832981e-01
-5.02836878e-01 -6.91846011e-02 -5.63829014e-02 1.23331902e-01
-7.24735526e-02 1.85791767e-01]
[ 1.31895341e-02 1.61618962e-01 -2.05805323e-02 3.92721552e-02
1.02150627e-01 -5.05302655e-03 3.05832437e-01 4.11705466e-02
1.37825414e-01 -3.11047200e-02]
[ 1.76736404e-01 4.55590308e-01 1.66547766e-02 3.48751831e-02
2.13730609e-01 -3.85366735e-02 -5.34826339e-01 -3.68288042e-02
7.09602862e-02 2.93492185e-01]
[ -1.24508171e-02 -2.87031638e-01 -2.33160221e-01 4.67794815e-02
-2.57651621e-02 1.59770435e-01 1.17461561e-01 5.65020870e-02
2.97708829e-02 1.36597740e-01]
[ -2.82209909e-04 1.65564398e-01 -1.42919533e-01 5.08704761e-02
4.74752649e-02 -1.82218995e-01 2.76012024e-02 -1.19106280e-01
-1.78774223e-01 1.39692746e-02]
[ -3.55269898e-01 -4.01052593e-01 -2.87567043e-01 1.59851934e-01
1.40519503e-01 4.28053782e-02 9.26289306e-02 -3.56010308e-02
-3.41558133e-03 2.31972919e-02]
[ -3.57928070e-03 -1.77171556e-01 9.87153164e-03 9.18027827e-02
-1.48845779e-02 -7.08207264e-02 1.72924431e-01 -1.89935475e-01
1.87668082e-01 3.20522631e-02]
[ 1.19792166e-01 -2.13137256e-01 3.65021118e-02 -5.95381527e-02
9.44839997e-02 -4.89499237e-02 4.82930885e-02 1.22019602e-01
8.16457205e-02 -1.55929243e-02]
[ -1.74564397e-01 -9.83365381e-02 -3.06796386e-01 -2.71322740e-02
1.08045679e-02 7.14393625e-02 -1.92390484e-01 -2.86029454e-02
2.55001406e-01 -1.31961811e-01]
[ 7.52954434e-02 -2.73502835e-01 9.70007598e-02 5.03687136e-02
7.04081191e-02 -1.18448909e-01 6.10434752e-02 -9.93501210e-02
2.78972288e-02 1.41665591e-01]
[ -8.32522804e-02 4.73308553e-02 -2.43727845e-03 -1.59226990e-01
5.51177075e-02 2.41048355e-02 1.14423430e-01 -1.02834396e-01
-2.35491328e-02 -1.32013675e-01]
[ -1.12371228e-01 -6.81378445e-02 -7.01029712e-02 -9.84462251e-03
3.73130781e-01 1.01907423e-01 3.41360218e-02 -1.60240989e-02
-1.70663111e-01 -2.10728038e-01]
[ -1.56450021e-01 5.22730026e-03 6.21736137e-02 2.24536097e-02
-1.73961743e-01 -2.19982265e-01 -1.79225683e-01 -1.96963308e-01
8.76352615e-02 1.74907295e-01]
[ -2.26278403e-01 -1.94021131e-01 1.16704112e-01 2.67009866e-01
-1.11753872e-01 -8.17059784e-02 -7.67772854e-02 -2.55507366e-01
-2.15393441e-01 -7.06003457e-03]
[ 1.17355946e-01 -7.60086337e-02 -1.71204929e-02 1.24678219e-01
-2.37220695e-02 -8.78964587e-02 1.35904575e-01 4.16252968e-03
3.52115255e-02 2.30452964e-02]
[ 3.20443483e-02 -6.33896203e-02 -2.13636547e-01 1.41797458e-01
-2.44256679e-02 8.90522805e-02 -6.52362744e-02 -2.03355544e-02
-9.90519349e-02 -1.18946381e-02]
[ -1.23015233e-01 -6.21802582e-02 -2.04085843e-01 1.53009622e-01
-5.94962762e-03 1.35122904e-01 9.75184474e-03 -2.50281087e-01
6.65301029e-02 -2.02766268e-01]
[ -7.37200578e-02 -4.45519916e-02 2.74379504e-01 9.24216693e-02
1.42371072e-01 -5.93039043e-02 -1.17081415e-01 1.20444346e-01
6.65983111e-02 2.62297703e-02]
[ 5.19898028e-02 -2.58988282e-02 8.66394395e-02 8.62177103e-02
8.24833933e-02 -1.67079278e-02 2.48244483e-01 1.20551339e-01
-3.47309038e-02 -6.73571999e-02]
[ 2.79739268e-03 -1.63598785e-01 -2.93008531e-01 -5.65609586e-02
2.28723218e-01 -8.89406413e-02 1.82650905e-01 1.63806254e-01
1.01937040e-01 -3.70525213e-02]
[ 5.20181228e-02 2.49193967e-03 -1.16990583e-01 4.39710184e-02
-9.02615811e-02 3.23135918e-01 2.52028782e-01 2.05366122e-01
-1.62518527e-01 -5.88959675e-02]
[ 8.15303741e-03 -9.32535185e-03 1.24073694e-01 1.11681902e-01
-2.63184975e-02 1.03970625e-01 -1.58547977e-01 -4.08760039e-02
2.14964636e-01 8.36847706e-02]
[ 1.04408467e-01 6.72825026e-02 -4.98055430e-02 -1.08223075e-01
-8.11197187e-02 -3.27703010e-01 1.18923043e-01 8.34087454e-03
1.36674509e-01 8.29718745e-02]
[ -9.88533757e-02 9.68066412e-03 -1.55376761e-02 2.22148534e-02
1.01422773e-02 -2.03158037e-01 -9.13226470e-02 -1.98520510e-02
1.44358336e-02 1.28297008e-01]
[ -1.40574774e-01 -5.63680173e-02 -1.95495755e-01 1.34130709e-03
-2.72065703e-01 -6.17983177e-03 -2.09952370e-02 -2.31938170e-02
7.16604034e-03 6.81218374e-02]
[ -2.56547362e-02 -5.55292377e-02 -7.26739635e-02 -1.22121822e-01
5.15558696e-01 2.74489185e-01 5.28037964e-01 1.13482844e-01
-1.77514016e-01 -3.67495572e-01]
[ -1.05964725e-02 -3.41588255e-01 -2.70543831e-02 -6.61334641e-02
6.40036991e-01 9.89230557e-02 4.82580028e-01 9.19216110e-02
3.41201010e-02 -3.72405380e-01]
[ 1.29182214e-02 -4.08038847e-01 -4.22817499e-02 -1.06337240e-01
6.74861971e-01 2.35275017e-02 4.62065015e-01 4.89183134e-02
-3.61750016e-01 -2.15219788e-01]
[ -1.58227320e-01 -5.41512698e-01 -4.53153202e-03 -1.89843217e-01
7.26017129e-01 -9.44041766e-02 5.72396321e-01 -8.16131600e-02
-5.74069797e-02 9.37635773e-02]
[ -2.80103620e-01 -3.48031129e-01 5.96971751e-02 -3.67776393e-02
8.91191617e-01 1.39127758e-01 3.70645666e-01 4.84885575e-02
-8.07712593e-02 -1.25277003e-01]
[ -1.85650979e-01 -2.37653960e-01 2.58208428e-01 -2.22248992e-01
5.98824204e-01 -5.07425942e-02 6.23562282e-01 1.46244363e-02
-2.39960126e-01 -8.30895370e-03]
[ -1.16078964e-01 -1.79941412e-01 -1.74765733e-01 -8.48997093e-02
4.39127750e-01 -2.35025646e-01 1.35668168e-01 1.70324005e-01
2.88292181e-03 -1.02252762e-01]
[ 1.25199572e-01 2.66001348e-01 1.70591206e-01 -7.10251404e-02
-1.37614854e-01 4.34153150e-02 -1.78446089e-01 2.84640982e-01
8.97573102e-02 1.93325152e-01]
[ 3.46439772e-01 3.01063269e-01 -8.47773485e-02 3.12235095e-01
-8.89365455e-01 -2.86328402e-01 -4.62239946e-01 1.77624293e-01
3.77164534e-01 -4.19696868e-02]
[ 5.12108137e-02 1.53420350e-01 2.54684284e-01 2.57119096e-01
-7.63288212e-02 -1.97547647e-01 -1.89879814e-01 -1.32514090e-01
-1.34977199e-01 -2.81342789e-01]
[ 2.69138415e-02 -4.59838648e-02 -1.16704166e-01 -4.94335904e-02
2.35912427e-01 4.00931226e-02 -1.55676537e-02 -1.84050788e-01
3.80531469e-02 2.13449254e-01]
[ 2.84683130e-04 -5.60233814e-02 -6.67367036e-02 -5.10790208e-02
-1.43607718e-02 -1.75656279e-01 9.01429415e-02 1.01550067e-02
3.72919366e-02 7.41318297e-03]
[ 2.92488094e-02 6.65849406e-02 2.45225170e-01 7.54414066e-02
-2.29714764e-01 -1.34369219e-01 1.14793142e-01 3.98746374e-02
-1.84841398e-01 1.11016483e-01]
[ 6.36984527e-02 6.96523027e-03 1.04277689e-01 -3.29507768e-03
-2.03730053e-01 7.30648769e-02 9.01867804e-02 -2.71240512e-01
-2.53374238e-02 -9.93328956e-02]
[ -2.27601268e-02 5.74068901e-02 7.92799243e-02 -4.57771570e-02
1.53652542e-02 1.86661322e-01 1.31936427e-01 1.17699632e-01
-3.33881247e-02 1.58599155e-01]
[ 2.12851313e-01 4.34394003e-02 2.50621134e-02 7.04406603e-02
8.68441856e-02 -1.87606352e-02 -1.36662240e-01 1.47816148e-01
-6.27829099e-02 -2.97639459e-02]
[ 3.27481537e-02 -4.32558620e-02 1.27358899e-02 2.78726746e-02
-3.65756528e-01 -1.18618303e-01 -1.79189407e-01 4.05752525e-02
1.10439607e-01 1.82647904e-01]
[ 2.63671559e-02 5.08508393e-01 1.12838575e-01 3.87036729e-01
-1.01408434e+00 -2.99087888e-01 -6.02302167e-01 -7.41636668e-02
2.66787417e-01 3.10673122e-01]
[ 1.75165804e-01 5.11602088e-01 6.17310012e-02 4.12338185e-01
-8.26857439e-01 -8.18097383e-02 -4.46469705e-01 1.50544237e-01
1.98874591e-01 4.83166189e-01]
[ 2.59734491e-01 3.00054977e-01 2.46479296e-01 1.45171197e-01
-4.04968390e-01 8.07926608e-02 -2.10833615e-01 1.62751633e-01
2.38432523e-01 7.81534004e-02]
[ -7.49201788e-02 2.11883248e-01 2.41051591e-01 1.37964550e-02
-2.76495260e-02 1.31752070e-01 -9.20262179e-02 -1.51680230e-02
-3.52584627e-02 4.86744961e-02]
[ -9.73118208e-02 -7.00159649e-03 2.52443562e-02 9.34914983e-02
-5.15142182e-02 1.16140579e-01 2.57339014e-01 2.03672531e-02
-2.74625286e-01 -9.31125222e-02]
[ -2.19022115e-01 -1.88249445e-02 -9.27496895e-02 -3.43412640e-01
1.78606010e-01 1.19706965e-01 9.98666651e-02 1.03629263e-01
-2.06989695e-01 3.29124543e-02]
[ 1.56524746e-02 -3.58811629e-01 -1.24823881e-01 -1.54957475e-01
3.51664318e-01 2.41229447e-02 1.58825811e-01 1.53007926e-01
-1.59859888e-01 -2.13307257e-01]
[ 1.39146849e-01 -1.80133792e-01 -1.42681738e-01 -7.47382810e-03
1.36636829e-01 -5.75806405e-02 1.34036759e-02 -1.49343561e-01
1.27766377e-01 -1.17876366e-01]
[ -1.17855106e-01 1.33552773e-01 2.59598741e-01 -1.91413090e-02
1.67348662e-01 8.65378844e-02 -4.48869037e-03 -2.98382385e-01
-1.19256064e-01 -6.03451958e-02]
[ -3.53918588e-01 7.04339462e-02 9.91462887e-03 -3.58770921e-02
1.63567218e-01 -1.68623755e-01 -2.05323403e-02 2.34470894e-01
-9.66708835e-02 7.08488721e-02]
[ 1.45723388e-01 8.21222049e-02 -2.38742722e-01 -9.46828621e-02
1.29078649e-01 -2.92098327e-01 2.86927314e-02 -1.68319486e-01
-6.00733445e-03 -1.93757392e-01]
[ 2.04879734e-01 -1.66295897e-01 5.90322800e-02 -3.38375753e-02
1.02925355e-01 -2.91002654e-02 1.51944507e-02 -1.37520908e-01
1.04087468e-01 -1.89863933e-01]
[ -1.07417624e-01 -4.61946799e-02 1.19898004e-01 1.04741437e-01
4.91937588e-02 -1.10844195e-01 2.47722489e-01 -7.75266593e-02
1.82180151e-01 -7.51440930e-03]
[ 2.24045444e-02 -1.25733909e-01 2.14792288e-01 -2.12916428e-01
-5.29231880e-03 1.04576194e-01 2.29706095e-03 -1.13349579e-01
4.40152095e-02 2.54566610e-01]]
[[ 0.57980534]
[ 1.45223583]
[ 0.28529208]
[ 0.82858549]
[-2.5750549 ]
[-0.26988961]
[-1.52527296]
[ 0.04618636]
[ 0.64591207]
[ 0.8705986 ]]
Progress: 22.8% ... Training loss: 0.298 ... Validation loss: 0.474[[ 1.61521472e-01 2.10036543e-01 -1.09736073e-01 1.06498353e-01
-5.09615765e-01 -7.00557829e-02 -6.17010160e-02 1.23484582e-01
-7.03985299e-02 1.88409249e-01]
[ 1.22942603e-02 1.59345019e-01 -2.10166548e-02 3.80346355e-02
1.05972957e-01 -4.62973738e-03 3.07958813e-01 4.11001560e-02
1.36803880e-01 -3.24462941e-02]
[ 1.76496645e-01 4.56291376e-01 1.65138980e-02 3.42444479e-02
2.13185735e-01 -3.84222020e-02 -5.35114017e-01 -3.68642916e-02
7.06075808e-02 2.92741444e-01]
[ -1.06246150e-02 -2.82757531e-01 -2.32127465e-01 5.00357184e-02
-3.42620506e-02 1.58744943e-01 1.13550566e-01 5.66590977e-02
3.20020439e-02 1.39613698e-01]
[ -1.12382733e-03 1.63537151e-01 -1.43310842e-01 5.00069996e-02
5.02141424e-02 -1.81826872e-01 2.92483308e-02 -1.19154349e-01
-1.79614139e-01 1.31350887e-02]
[ -3.55326318e-01 -4.01939841e-01 -2.87614689e-01 1.60019326e-01
1.40570263e-01 4.28083070e-02 9.30082746e-02 -3.55949480e-02
-3.41044978e-03 2.32247104e-02]
[ -2.67430370e-03 -1.75432049e-01 1.02269148e-02 9.29273794e-02
-1.78922509e-02 -7.11846220e-02 1.70414311e-01 -1.89863904e-01
1.88576957e-01 3.32880132e-02]
[ 1.20420855e-01 -2.11209222e-01 3.68545018e-02 -5.85533755e-02
9.13945070e-02 -4.93145591e-02 4.64456437e-02 1.22071381e-01
8.24414298e-02 -1.46235014e-02]
[ -1.74428955e-01 -9.79164565e-02 -3.06722707e-01 -2.69166243e-02
1.04005435e-02 7.13669454e-02 -1.92678632e-01 -2.85922934e-02
2.55142082e-01 -1.31846152e-01]
[ 7.71009278e-02 -2.69645803e-01 9.78467409e-02 5.28875992e-02
6.40390625e-02 -1.19298294e-01 5.62769490e-02 -9.92040307e-02
2.99368667e-02 1.44343138e-01]
[ -8.41438103e-02 4.53142219e-02 -2.88109175e-03 -1.60381208e-01
5.79123058e-02 2.44967587e-02 1.16229311e-01 -1.02902388e-01
-2.45629636e-02 -1.33353740e-01]
[ -1.11672494e-01 -6.67778687e-02 -6.97713332e-02 -8.71687512e-03
3.70254810e-01 1.01566866e-01 3.28302979e-02 -1.59621131e-02
-1.69838527e-01 -2.09717269e-01]
[ -1.56450021e-01 5.22730026e-03 6.21736137e-02 2.24536097e-02
-1.73961743e-01 -2.19982265e-01 -1.79225683e-01 -1.96963308e-01
8.76352615e-02 1.74907295e-01]
[ -2.26865816e-01 -1.95605650e-01 1.16399957e-01 2.66243729e-01
-1.09852157e-01 -8.14392640e-02 -7.52983960e-02 -2.55552899e-01
-2.16066665e-01 -7.96747870e-03]
[ 1.16715861e-01 -7.75000886e-02 -1.74192197e-02 1.23814185e-01
-2.06742912e-02 -8.76017206e-02 1.37328998e-01 4.11118189e-03
3.45077325e-02 2.20920307e-02]
[ 3.29283184e-02 -6.18869207e-02 -2.13237937e-01 1.43074224e-01
-2.75621286e-02 8.86460120e-02 -6.70638262e-02 -2.02583845e-02
-9.80395073e-02 -1.05313408e-02]
[ -1.22511290e-01 -6.13499515e-02 -2.03860785e-01 1.53635515e-01
-7.44330070e-03 1.34930631e-01 8.45726576e-03 -2.50243132e-01
6.70355433e-02 -2.02006599e-01]
[ -7.34944779e-02 -4.37953035e-02 2.74479065e-01 9.27458922e-02
1.41217134e-01 -5.93995843e-02 -1.17891061e-01 1.20462724e-01
6.68194492e-02 2.66015150e-02]
[ 5.20867524e-02 -2.58576980e-02 8.66330001e-02 8.63049357e-02
8.20759589e-02 -1.67470743e-02 2.48062551e-01 1.20558425e-01
-3.46483711e-02 -6.73552466e-02]
[ 3.19385610e-03 -1.62552874e-01 -2.92808489e-01 -5.59653597e-02
2.26350995e-01 -8.91433641e-02 1.81431413e-01 1.63839328e-01
1.02416010e-01 -3.65075783e-02]
[ 5.20819180e-02 2.94801733e-03 -1.16919227e-01 4.41084586e-02
-9.02019015e-02 3.23055527e-01 2.51737729e-01 2.05371154e-01
-1.62378960e-01 -5.87360317e-02]
[ 8.40538834e-03 -8.62041281e-03 1.24207231e-01 1.12081684e-01
-2.74971124e-02 1.03845328e-01 -1.59165242e-01 -4.08530688e-02
2.15255069e-01 8.40981753e-02]
[ 1.04645958e-01 6.79180856e-02 -4.96950283e-02 -1.07883707e-01
-8.19366802e-02 -3.27815206e-01 1.18348569e-01 8.35730878e-03
1.36910967e-01 8.32258337e-02]
[ -9.88949752e-02 9.61943249e-03 -1.55576400e-02 2.21523951e-02
1.03728930e-02 -2.03137375e-01 -9.11954566e-02 -1.98552883e-02
1.43869402e-02 1.28223841e-01]
[ -1.40353532e-01 -5.60037731e-02 -1.95371342e-01 1.74005398e-03
-2.73196614e-01 -6.30599025e-03 -2.14761141e-02 -2.31716788e-02
7.47537571e-03 6.85350579e-02]
[ -2.56963025e-02 -5.58216898e-02 -7.27111834e-02 -1.22148166e-01
5.15640576e-01 2.74509013e-01 5.28392126e-01 1.13481086e-01
-1.77578948e-01 -3.67570786e-01]
[ -1.09808616e-02 -3.42630376e-01 -2.72557600e-02 -6.67101213e-02
6.41674135e-01 9.91094512e-02 4.83669758e-01 9.18917176e-02
3.36698149e-02 -3.73021296e-01]
[ 1.33545063e-02 -4.07430836e-01 -4.20670070e-02 -1.05665075e-01
6.73084625e-01 2.33210053e-02 4.61185035e-01 4.89556780e-02
-3.61224542e-01 -2.14526499e-01]
[ -1.58236835e-01 -5.41529430e-01 -4.53627152e-03 -1.89857120e-01
7.26049081e-01 -9.43996495e-02 5.72421345e-01 -8.16139270e-02
-5.74172103e-02 9.37501714e-02]
[ -2.80378104e-01 -3.48941473e-01 5.95777864e-02 -3.70874874e-02
8.92285298e-01 1.39229189e-01 3.71431886e-01 4.84713099e-02
-8.10460026e-02 -1.25607141e-01]
[ -1.85967680e-01 -2.38478697e-01 2.58069332e-01 -2.22667500e-01
6.00123719e-01 -5.06126252e-02 6.24225700e-01 1.46017455e-02
-2.40279756e-01 -8.75116019e-03]
[ -1.16245264e-01 -1.80265820e-01 -1.74846412e-01 -8.51310861e-02
4.39667373e-01 -2.34950213e-01 1.36093031e-01 1.70311286e-01
2.72145710e-03 -1.02497296e-01]
[ 1.26266554e-01 2.68621338e-01 1.71086273e-01 -6.94865833e-02
-1.42361477e-01 4.29149178e-02 -1.81240264e-01 2.84726167e-01
9.09356066e-02 1.94947480e-01]
[ 3.47208412e-01 3.03563880e-01 -8.43223048e-02 3.13482688e-01
-8.92058714e-01 -2.86739950e-01 -4.64562129e-01 1.77688939e-01
3.78168343e-01 -4.06353215e-02]
[ 5.08584813e-02 1.52515280e-01 2.54504114e-01 2.56583895e-01
-7.47898344e-02 -1.97377373e-01 -1.89065240e-01 -1.32543376e-01
-1.35386651e-01 -2.81872253e-01]
[ 2.72910405e-02 -4.50818294e-02 -1.16510898e-01 -4.88758412e-02
2.34169453e-01 3.99034287e-02 -1.66025936e-02 -1.84019743e-01
3.84765280e-02 2.13984422e-01]
[ 5.00892879e-04 -5.54300401e-02 -6.66631494e-02 -5.07587654e-02
-1.53583659e-02 -1.75765582e-01 8.95780544e-02 1.01729693e-02
3.75157819e-02 7.67926181e-03]
[ 2.89436104e-02 6.57981096e-02 2.45077943e-01 7.50119475e-02
-2.28409191e-01 -1.34231745e-01 1.15634346e-01 3.98515714e-02
-1.85173251e-01 1.10540536e-01]
[ 6.31439484e-02 5.70179554e-03 1.04008514e-01 -4.12918813e-03
-2.01317511e-01 7.33185801e-02 9.15442665e-02 -2.71280536e-01
-2.59694743e-02 -1.00177358e-01]
[ -2.24037622e-02 5.81676310e-02 7.94389587e-02 -4.52200140e-02
1.36346503e-02 1.86486293e-01 1.30991625e-01 1.17730316e-01
-3.29568220e-02 1.59077078e-01]
[ 2.12745889e-01 4.29870257e-02 2.50264887e-02 7.02727341e-02
8.71957882e-02 -1.87058076e-02 -1.36396675e-01 1.47807557e-01
-6.28952332e-02 -2.99199301e-02]
[ 3.32654978e-02 -4.19548842e-02 1.29783264e-02 2.86134987e-02
-3.67975045e-01 -1.18846553e-01 -1.80564465e-01 4.06151287e-02
1.11010244e-01 1.83397530e-01]
[ 2.65968799e-02 5.08812122e-01 1.12913490e-01 3.87289774e-01
-1.01502134e+00 -2.99155752e-01 -6.02806008e-01 -7.41483176e-02
2.66959941e-01 3.10957933e-01]
[ 1.75970553e-01 5.13612244e-01 6.20906380e-02 4.13411182e-01
-8.29686920e-01 -8.21578334e-02 -4.48578606e-01 1.50603030e-01
1.99708613e-01 4.84267443e-01]
[ 2.59693656e-01 2.99947028e-01 2.46465524e-01 1.45131235e-01
-4.04877253e-01 8.08073070e-02 -2.10769787e-01 1.62747576e-01
2.38378558e-01 7.80990679e-02]
[ -7.50521748e-02 2.11537350e-01 2.40984227e-01 1.36094081e-02
-2.70218256e-02 1.31816070e-01 -9.16858237e-02 -1.51789403e-02
-3.54113905e-02 4.84631897e-02]
[ -9.76486910e-02 -7.80346005e-03 2.50786501e-02 9.30125741e-02
-4.99980115e-02 1.16300450e-01 2.58214548e-01 2.03397866e-02
-2.75004058e-01 -9.36048148e-02]
[ -2.19097408e-01 -1.89798924e-02 -9.27885443e-02 -3.43539360e-01
1.79023855e-01 1.19747059e-01 1.00055763e-01 1.03621929e-01
-2.07076242e-01 3.27802609e-02]
[ 1.55870754e-02 -3.58981684e-01 -1.24857379e-01 -1.55049400e-01
3.51941902e-01 2.41491286e-02 1.58997110e-01 1.53002922e-01
-1.59933611e-01 -2.13406453e-01]
[ 1.38552154e-01 -1.81288619e-01 -1.42957886e-01 -8.16103478e-03
1.37874148e-01 -5.73234692e-02 1.47579807e-02 -1.49388625e-01
1.27155422e-01 -1.18722036e-01]
[ -1.18143380e-01 1.32234090e-01 2.59448014e-01 -1.95354608e-02
1.69437580e-01 8.66620102e-02 -3.58381120e-03 -2.98397407e-01
-1.19629520e-01 -6.07674740e-02]
[ -3.52604965e-01 7.35774500e-02 1.05488982e-02 -3.40122152e-02
1.58561849e-01 -1.69265588e-01 -2.38401354e-02 2.34569966e-01
-9.51768713e-02 7.27312944e-02]
[ 1.45544699e-01 8.14464280e-02 -2.38859346e-01 -9.49872897e-02
1.29790737e-01 -2.92013778e-01 2.91832681e-02 -1.68333544e-01
-6.23645337e-03 -1.94056179e-01]
[ 2.04614787e-01 -1.66658799e-01 5.89414493e-02 -3.41402983e-02
1.04083161e-01 -2.90199808e-02 1.57539789e-02 -1.37534255e-01
1.03847315e-01 -1.90159498e-01]
[ -1.06725083e-01 -4.47315098e-02 1.20216907e-01 1.05683718e-01
4.68712075e-02 -1.11114771e-01 2.46018809e-01 -7.74741120e-02
1.82933316e-01 -6.51876699e-03]
[ 2.33376745e-02 -1.23628020e-01 2.15207252e-01 -2.11542662e-01
-9.61095896e-03 1.04144452e-01 -2.67081111e-04 -1.13273624e-01
4.50721070e-02 2.55899095e-01]]
[[ 0.58701143]
[ 1.45828896]
[ 0.29034277]
[ 0.83640794]
[-2.57305204]
[-0.26381724]
[-1.52113644]
[ 0.05488799]
[ 0.6542284 ]
[ 0.88092682]]
Progress: 22.8% ... Training loss: 0.301 ... Validation loss: 0.475[[ 1.58624385e-01 2.02589878e-01 -1.11080062e-01 1.02785339e-01
-4.99421215e-01 -6.88473047e-02 -5.42584864e-02 1.23230451e-01
-7.34218614e-02 1.84141814e-01]
[ 1.20311783e-02 1.58544787e-01 -2.11076062e-02 3.78505635e-02
1.06925827e-01 -4.51308048e-03 3.08714541e-01 4.10812812e-02
1.36540731e-01 -3.27847324e-02]
[ 1.78462562e-01 4.61998992e-01 1.75268726e-02 3.68538559e-02
2.06298456e-01 -3.93074316e-02 -5.40871561e-01 -3.66752046e-02
7.28858325e-02 2.95711207e-01]
[ -1.20282548e-02 -2.85366642e-01 -2.32867882e-01 4.77023052e-02
-2.79341367e-02 1.59440107e-01 1.16631558e-01 5.65208616e-02
3.03863043e-02 1.37863192e-01]
[ -4.52250738e-03 1.56286074e-01 -1.44922530e-01 4.55473413e-02
6.40782284e-02 -1.80469996e-01 3.75069038e-02 -1.19466888e-01
-1.83189826e-01 8.13724612e-03]
[ -3.56237977e-01 -4.05050237e-01 -2.88012790e-01 1.59136277e-01
1.43003765e-01 4.31332863e-02 9.59684966e-02 -3.56661895e-02
-4.32050132e-03 2.19115609e-02]
[ -3.11886182e-03 -1.76621147e-01 9.98477506e-03 9.22676214e-02
-1.63890955e-02 -7.09954531e-02 1.71610440e-01 -1.89921246e-01
1.88023945e-01 3.23861803e-02]
[ 1.19397963e-01 -2.13660419e-01 3.64519219e-02 -5.98392961e-02
9.54524508e-02 -4.89135636e-02 4.90099763e-02 1.21992392e-01
8.14822412e-02 -1.58951575e-02]
[ -1.74348592e-01 -9.77842580e-02 -3.06677502e-01 -2.67938361e-02
1.01247718e-02 7.13411595e-02 -1.92886851e-01 -2.85842439e-02
2.55192358e-01 -1.31757014e-01]
[ 7.64248453e-02 -2.71802429e-01 9.75370355e-02 5.22618468e-02
6.64440523e-02 -1.19042309e-01 5.86725513e-02 -9.92690117e-02
2.91782351e-02 1.43072233e-01]
[ -8.47612238e-02 4.35002470e-02 -3.09745763e-03 -1.61112839e-01
6.00507855e-02 2.46892806e-02 1.17701408e-01 -1.02945636e-01
-2.50895690e-02 -1.33996642e-01]
[ -1.12677745e-01 -6.94257603e-02 -7.02428773e-02 -1.00654312e-02
3.73430170e-01 1.02007717e-01 3.54750640e-02 -1.60534068e-02
-1.70925265e-01 -2.11200963e-01]
[ -1.56450021e-01 5.22730026e-03 6.21736137e-02 2.24536097e-02
-1.73961743e-01 -2.19982265e-01 -1.79225683e-01 -1.96963308e-01
8.76352615e-02 1.74907295e-01]
[ -2.27569080e-01 -1.97654746e-01 1.16076805e-01 2.65466386e-01
-1.07494357e-01 -8.11552465e-02 -7.33372784e-02 -2.55613183e-01
-2.16821765e-01 -9.03565617e-03]
[ 1.16414367e-01 -7.85949295e-02 -1.75532495e-02 1.23497408e-01
-2.01553165e-02 -8.74867322e-02 1.38391551e-01 4.08755156e-03
3.42044727e-02 2.16745530e-02]
[ 3.19251138e-02 -6.41451527e-02 -2.13718285e-01 1.41692161e-01
-2.35555861e-02 8.90616002e-02 -6.45585127e-02 -2.03483655e-02
-9.91480578e-02 -1.19604642e-02]
[ -1.21739165e-01 -5.96710974e-02 -2.03455310e-01 1.54730050e-01
-1.07575620e-02 1.34589955e-01 6.48808140e-03 -2.50182610e-01
6.79389881e-02 -2.00920103e-01]
[ -7.32834305e-02 -4.32347768e-02 2.74576309e-01 9.30574864e-02
1.40454031e-01 -5.94982419e-02 -1.18397870e-01 1.20484705e-01
6.70270763e-02 2.67948654e-02]
[ 5.12881701e-02 -2.79685444e-02 8.61832860e-02 8.51072659e-02
8.52532286e-02 -1.63819684e-02 2.50230346e-01 1.20474113e-01
-3.56207705e-02 -6.86731416e-02]
[ 3.52407657e-03 -1.61863460e-01 -2.92620051e-01 -5.54313930e-02
2.25189829e-01 -8.92878333e-02 1.80580555e-01 1.63874312e-01
1.02821452e-01 -3.59430145e-02]
[ 5.20809335e-02 2.72974150e-03 -1.16850634e-01 4.42175455e-02
-9.04974071e-02 3.23011284e-01 2.51832256e-01 2.05381414e-01
-1.62268630e-01 -5.87112822e-02]
[ 7.28848849e-03 -1.09614449e-02 1.23670101e-01 1.10513725e-01
-2.29639464e-02 1.04323236e-01 -1.56467953e-01 -4.09536359e-02
2.14061375e-01 8.26111925e-02]
[ 1.04904442e-01 6.84802012e-02 -4.95562640e-02 -1.07487268e-01
-8.30600981e-02 -3.27925439e-01 1.17714295e-01 8.38339783e-03
1.37181636e-01 8.36307608e-02]
[ -9.91264069e-02 9.12034592e-03 -1.56742586e-02 2.18108345e-02
1.13877980e-02 -2.03031716e-01 -9.06492348e-02 -1.98773872e-02
1.41234559e-02 1.27857769e-01]
[ -1.40068293e-01 -5.55417668e-02 -1.95226480e-01 2.17186621e-03
-2.74428990e-01 -6.44162107e-03 -2.20373424e-02 -2.31441647e-02
7.80237690e-03 6.89491991e-02]
[ -2.56316838e-02 -5.58277190e-02 -7.26760057e-02 -1.22049311e-01
5.15310590e-01 2.74481025e-01 5.28374252e-01 1.13487789e-01
-1.77501165e-01 -3.67472865e-01]
[ -1.08666378e-02 -3.42371623e-01 -2.71925501e-02 -6.65247430e-02
6.41494402e-01 9.90498443e-02 4.83426266e-01 9.19039259e-02
3.38009627e-02 -3.72836012e-01]
[ 1.35559728e-02 -4.07119689e-01 -4.19697842e-02 -1.05367681e-01
6.72338339e-01 2.32284997e-02 4.60769932e-01 4.89750620e-02
-3.60995745e-01 -2.14224466e-01]
[ -1.58643576e-01 -5.42604560e-01 -4.74476483e-03 -1.90456527e-01
7.27740874e-01 -9.42262646e-02 5.73438509e-01 -8.16504188e-02
-5.78908387e-02 9.31325035e-02]
[ -2.80784082e-01 -3.49884231e-01 5.93915633e-02 -3.76209489e-02
8.93827363e-01 1.39389026e-01 3.72517820e-01 4.84381154e-02
-8.14430227e-02 -1.26128491e-01]
[ -1.86153043e-01 -2.38882435e-01 2.57982388e-01 -2.22935490e-01
6.00919097e-01 -5.05296260e-02 6.24676344e-01 1.45847177e-02
-2.40489670e-01 -9.02713451e-03]
[ -1.16494387e-01 -1.80772158e-01 -1.74971800e-01 -8.54924764e-02
4.40711588e-01 -2.34837521e-01 1.36722886e-01 1.70287446e-01
2.44622889e-03 -1.02859570e-01]
[ 1.26475541e-01 2.69084406e-01 1.71191974e-01 -6.91853666e-02
-1.43224718e-01 4.28197164e-02 -1.81750196e-01 2.84745364e-01
9.11726262e-02 1.95252601e-01]
[ 3.46573991e-01 3.01839056e-01 -8.46724126e-02 3.12555160e-01
-8.89605265e-01 -2.86443635e-01 -4.62720898e-01 1.77620981e-01
3.77407444e-01 -4.17035928e-02]
[ 5.09412267e-02 1.52640544e-01 2.54554386e-01 2.56688675e-01
-7.50464252e-02 -1.97409476e-01 -1.89255633e-01 -1.32536526e-01
-1.35308533e-01 -2.81754423e-01]
[ 2.80372182e-02 -4.34211860e-02 -1.16135017e-01 -4.78022226e-02
2.31050246e-01 3.95652176e-02 -1.85033644e-02 -1.83955731e-01
3.92993340e-02 2.15082473e-01]
[ 8.85421057e-04 -5.43548771e-02 -6.64816092e-02 -5.01860764e-02
-1.70845064e-02 -1.75938830e-01 8.85230191e-02 1.02063684e-02
3.79382189e-02 8.14364411e-03]
[ 2.87854737e-02 6.54223078e-02 2.45013158e-01 7.47809157e-02
-2.27700601e-01 -1.34157191e-01 1.16035933e-01 3.98362151e-02
-1.85352497e-01 1.10282851e-01]
[ 6.29190857e-02 5.35007348e-03 1.03907968e-01 -4.43220198e-03
-2.00332303e-01 7.33972011e-02 9.20574843e-02 -2.71299812e-01
-2.62227721e-02 -1.00483787e-01]
[ -2.23536947e-02 5.82189694e-02 7.94633068e-02 -4.51531000e-02
1.33798324e-02 1.86464965e-01 1.30926342e-01 1.17734564e-01
-3.29059233e-02 1.59152910e-01]
[ 2.12830871e-01 4.31108350e-02 2.50883955e-02 7.04562177e-02
8.67142525e-02 -1.87292209e-02 -1.36614822e-01 1.47819664e-01
-6.27610627e-02 -2.97514580e-02]
[ 3.33507912e-02 -4.16752648e-02 1.30314331e-02 2.87652187e-02
-3.68351110e-01 -1.18897820e-01 -1.80771332e-01 4.06248268e-02
1.11120339e-01 1.83499085e-01]
[ 2.61652761e-02 5.07788818e-01 1.12698190e-01 3.86698479e-01
-1.01375694e+00 -2.98955695e-01 -6.01641811e-01 -7.41898021e-02
2.66456275e-01 3.10296224e-01]
[ 1.75498127e-01 5.11901745e-01 6.18984962e-02 4.12943379e-01
-8.28925955e-01 -8.19982146e-02 -4.47213933e-01 1.50568511e-01
1.99293688e-01 4.83710833e-01]
[ 2.59006707e-01 2.98313892e-01 2.46128031e-01 1.44212909e-01
-4.01894883e-01 8.10930252e-02 -2.09025849e-01 1.62685004e-01
2.37613286e-01 7.70743906e-02]
[ -7.49261791e-02 2.11859307e-01 2.41058685e-01 1.38190837e-02
-2.76533728e-02 1.31752791e-01 -9.20323728e-02 -1.51655178e-02
-3.52596829e-02 4.86742928e-02]
[ -9.84553581e-02 -9.69540720e-03 2.47012948e-02 9.18925654e-02
-4.64667014e-02 1.16663086e-01 2.60129470e-01 2.02659938e-02
-2.75868243e-01 -9.48160153e-02]
[ -2.19072779e-01 -1.89158785e-02 -9.27613137e-02 -3.43460482e-01
1.78790552e-01 1.19724437e-01 1.00010895e-01 1.03627076e-01
-2.07023242e-01 3.28610373e-02]
[ 1.57768862e-02 -3.58689726e-01 -1.24760272e-01 -1.54758687e-01
3.51099437e-01 2.40528280e-02 1.58596525e-01 1.53022537e-01
-1.59706285e-01 -2.13148465e-01]
[ 1.38706608e-01 -1.81555486e-01 -1.42889346e-01 -7.88013429e-03
1.37112201e-01 -5.74041401e-02 1.47044827e-02 -1.49380276e-01
1.27273099e-01 -1.18618434e-01]
[ -1.18747295e-01 1.30410793e-01 2.59170253e-01 -2.03251358e-02
1.72353343e-01 8.69183202e-02 -1.89350847e-03 -2.98451435e-01
-1.20322540e-01 -6.16913360e-02]
[ -3.53481538e-01 7.15918511e-02 1.01362031e-02 -3.52038560e-02
1.62084135e-01 -1.68905501e-01 -2.16736780e-02 2.34496920e-01
-9.60963258e-02 7.16584848e-02]
[ 1.45284409e-01 8.07520900e-02 -2.38959100e-01 -9.52255020e-02
1.30784324e-01 -2.91904995e-01 2.98186839e-02 -1.68352307e-01
-6.47004873e-03 -1.94386054e-01]
[ 2.04572598e-01 -1.66987865e-01 5.89563790e-02 -3.41336687e-02
1.04109322e-01 -2.90516090e-02 1.59568947e-02 -1.37529793e-01
1.03834776e-01 -1.90212456e-01]
[ -1.07157251e-01 -4.57778453e-02 1.20036737e-01 1.05115212e-01
4.85766002e-02 -1.10942501e-01 2.47178946e-01 -7.75108606e-02
1.82493095e-01 -7.14421351e-03]
[ 2.30996076e-02 -1.24101010e-01 2.15096547e-01 -2.11748097e-01
-1.02933728e-02 1.04248659e-01 4.43653181e-04 -1.13303373e-01
4.48812843e-02 2.55402944e-01]]
[[ 0.58029434]
[ 1.45187657]
[ 0.28364076]
[ 0.82623014]
[-2.57693577]
[-0.26967662]
[-1.53076316]
[ 0.04735512]
[ 0.64815086]
[ 0.87279007]]
Progress: 22.9% ... Training loss: 0.298 ... Validation loss: 0.473[[ 1.57014181e-01 1.98663515e-01 -1.11931550e-01 1.00384277e-01
-4.93128089e-01 -6.80296078e-02 -5.00416825e-02 1.23083957e-01
-7.50889317e-02 1.81624002e-01]
[ 1.13315642e-02 1.56905275e-01 -2.14273431e-02 3.69258757e-02
1.09725547e-01 -4.18743540e-03 3.10332760e-01 4.10262728e-02
1.35857869e-01 -3.37618180e-02]
[ 1.77345841e-01 4.60101843e-01 1.67959114e-02 3.44992171e-02
2.12977355e-01 -3.85450524e-02 -5.39128646e-01 -3.68125139e-02
7.13439624e-02 2.93793372e-01]
[ -1.32916798e-02 -2.89378095e-01 -2.33448271e-01 4.60912732e-02
-2.30418037e-02 1.59997620e-01 1.20465557e-01 5.64187453e-02
2.92521602e-02 1.36039519e-01]
[ -2.68296665e-03 1.61030559e-01 -1.43944653e-01 4.86554427e-02
5.54288153e-02 -1.81526065e-01 3.30412714e-02 -1.19286564e-01
-1.81167458e-01 1.07994088e-02]
[ -3.56657683e-01 -4.06170357e-01 -2.88157720e-01 1.58847395e-01
1.44085120e-01 4.32354007e-02 9.71110133e-02 -3.56818545e-02
-4.59978455e-03 2.14962499e-02]
[ -2.58717135e-03 -1.75545574e-01 1.02303355e-02 9.31447359e-02
-1.91293697e-02 -7.12556764e-02 1.70881595e-01 -1.89872579e-01
1.88690795e-01 3.31247020e-02]
[ 1.18147791e-01 -2.16969186e-01 3.58144637e-02 -6.18154647e-02
1.00965203e-01 -4.82538751e-02 5.21385975e-02 1.21872696e-01
8.01569471e-02 -1.78319479e-02]
[ -1.75188920e-01 -9.99049807e-02 -3.07082506e-01 -2.79821363e-02
1.30901431e-02 7.17645356e-02 -1.90571998e-01 -2.86569521e-02
2.54342847e-01 -1.33078037e-01]
[ 7.53692819e-02 -2.74446885e-01 9.69952495e-02 5.07078099e-02
7.05841847e-02 -1.18483089e-01 6.15391175e-02 -9.93684239e-02
2.81796272e-02 1.41381088e-01]
[ -8.60060232e-02 4.03127083e-02 -3.66499299e-03 -1.62666573e-01
6.41186323e-02 2.52100213e-02 1.20928365e-01 -1.03034389e-01
-2.62734650e-02 -1.35670470e-01]
[ -1.12355900e-01 -6.90678022e-02 -7.00753881e-02 -9.53389699e-03
3.72041395e-01 1.01852711e-01 3.52386864e-02 -1.60246443e-02
-1.70530000e-01 -2.10770592e-01]
[ -1.56450021e-01 5.22730026e-03 6.21736137e-02 2.24536097e-02
-1.73961743e-01 -2.19982265e-01 -1.79225683e-01 -1.96963308e-01
8.76352615e-02 1.74907295e-01]
[ -2.27321930e-01 -1.97340402e-01 1.16283494e-01 2.66089415e-01
-1.09324490e-01 -8.13612950e-02 -7.39038918e-02 -2.55578550e-01
-2.16360915e-01 -8.45590773e-03]
[ 1.15838546e-01 -7.98674896e-02 -1.78384139e-02 1.22711929e-01
-1.75062962e-02 -8.72320845e-02 1.39795641e-01 4.04341424e-03
3.35542760e-02 2.07836569e-02]
[ 3.22990588e-02 -6.35050711e-02 -2.13559089e-01 1.42241263e-01
-2.52055090e-02 8.88965805e-02 -6.51484839e-02 -2.03165276e-02
-9.87171982e-02 -1.14246409e-02]
[ -1.21880329e-01 -6.00745223e-02 -2.03510917e-01 1.54583988e-01
-1.06365834e-02 1.34651293e-01 7.16549595e-03 -2.50190606e-01
6.78390091e-02 -2.01132607e-01]
[ -7.29790205e-02 -4.23841838e-02 2.74715293e-01 9.35401394e-02
1.38883646e-01 -5.96419615e-02 -1.19183702e-01 1.20511020e-01
6.73850001e-02 2.72647400e-02]
[ 5.04328396e-02 -2.99265979e-02 8.57498220e-02 8.37513533e-02
8.93216379e-02 -1.59538104e-02 2.52330582e-01 1.20396366e-01
-3.66552705e-02 -6.98963339e-02]
[ 4.18140665e-03 -1.60555273e-01 -2.92342786e-01 -5.45962008e-02
2.22773969e-01 -8.95388712e-02 1.79107867e-01 1.63917021e-01
1.03511887e-01 -3.51938020e-02]
[ 5.24470901e-02 3.68956108e-03 -1.16631031e-01 4.48416979e-02
-9.24750851e-02 3.22806180e-01 2.50808491e-01 2.05417360e-01
-1.61773308e-01 -5.81513489e-02]
[ 5.70423898e-03 -1.49834396e-02 1.22875828e-01 1.08203654e-01
-1.67925000e-02 1.05093155e-01 -1.52483024e-01 -4.10921946e-02
2.12479239e-01 8.02960578e-02]
[ 1.04853728e-01 6.84051252e-02 -4.95692034e-02 -1.07535209e-01
-8.28577678e-02 -3.27892851e-01 1.17830023e-01 8.37872989e-03
1.37146113e-01 8.35790292e-02]
[ -9.95482811e-02 8.01558777e-03 -1.58830791e-02 2.11862633e-02
1.32378958e-02 -2.02823379e-01 -8.95018656e-02 -1.99113556e-02
1.36296494e-02 1.27189154e-01]
[ -1.40366650e-01 -5.62529609e-02 -1.95379780e-01 1.75153633e-03
-2.73228090e-01 -6.30072308e-03 -2.11710930e-02 -2.31679309e-02
7.47588656e-03 6.84820778e-02]
[ -2.54532847e-02 -5.57270983e-02 -7.26015540e-02 -1.21764229e-01
5.14394826e-01 2.74405264e-01 5.28348106e-01 1.13504090e-01
-1.77267825e-01 -3.67247923e-01]
[ -1.10494270e-02 -3.42734116e-01 -2.72814879e-02 -6.67822259e-02
6.42279467e-01 9.91354395e-02 4.83873079e-01 9.18888945e-02
3.35961507e-02 -3.73107771e-01]
[ 1.36878358e-02 -4.06950547e-01 -4.19003322e-02 -1.05174896e-01
6.71901310e-01 2.31655071e-02 4.60603399e-01 4.89856032e-02
-3.60850662e-01 -2.14095014e-01]
[ -1.58667744e-01 -5.42680920e-01 -4.75730932e-03 -1.90488960e-01
7.27854835e-01 -9.42160604e-02 5.73480047e-01 -8.16523242e-02
-5.79131369e-02 9.30981348e-02]
[ -2.80643822e-01 -3.49732429e-01 5.95281695e-02 -3.72555818e-02
8.92742341e-01 1.39267115e-01 3.72269999e-01 4.84592323e-02
-8.11575421e-02 -1.25744421e-01]
[ -1.86409666e-01 -2.39503044e-01 2.57855274e-01 -2.23300534e-01
6.02023143e-01 -5.04077212e-02 6.25362099e-01 1.45631893e-02
-2.40777691e-01 -9.40953983e-03]
[ -1.16660903e-01 -1.81191798e-01 -1.75029760e-01 -8.56575298e-02
4.41256471e-01 -2.34783899e-01 1.37147516e-01 1.70278244e-01
2.32179554e-03 -1.03053372e-01]
[ 1.25748991e-01 2.67712621e-01 1.70844791e-01 -7.02292474e-02
-1.40237151e-01 4.31496065e-02 -1.79915050e-01 2.84685693e-01
9.03568069e-02 1.94160086e-01]
[ 3.45827223e-01 2.99540555e-01 -8.51317332e-02 3.11250158e-01
-8.86280991e-01 -2.86003092e-01 -4.60708999e-01 1.77538073e-01
3.76607741e-01 -4.30805847e-02]
[ 5.07260062e-02 1.52073595e-01 2.54437557e-01 2.56350213e-01
-7.40026260e-02 -1.97301809e-01 -1.88706340e-01 -1.32556583e-01
-1.35573833e-01 -2.82103726e-01]
[ 2.78185354e-02 -4.39222439e-02 -1.16225727e-01 -4.81023402e-02
2.32037669e-01 3.96589960e-02 -1.79522753e-02 -1.83973016e-01
3.90782204e-02 2.14751976e-01]
[ 6.78845974e-04 -5.47662093e-02 -6.65813944e-02 -5.04846199e-02
-1.61546577e-02 -1.75845941e-01 8.90686494e-02 1.01901222e-02
3.77036916e-02 7.83316117e-03]
[ 2.84395504e-02 6.45678867e-02 2.44847032e-01 7.42970744e-02
-2.26152441e-01 -1.34005408e-01 1.16981048e-01 3.98074793e-02
-1.85738402e-01 1.09788977e-01]
[ 6.36934839e-02 7.28231293e-03 1.04316688e-01 -3.24705984e-03
-2.03991769e-01 7.30137746e-02 9.00400656e-02 -2.71235036e-01
-2.53272190e-02 -9.93047345e-02]
[ -2.13472341e-02 6.04984206e-02 7.99231708e-02 -4.36728259e-02
8.91228942e-03 1.86021134e-01 1.28468913e-01 1.17818016e-01
-3.17332877e-02 1.60657168e-01]
[ 2.12598259e-01 4.25761046e-02 2.49449655e-02 7.01350785e-02
8.75610491e-02 -1.86183515e-02 -1.35991925e-01 1.47802488e-01
-6.30140141e-02 -3.01213849e-02]
[ 3.33788192e-02 -4.16033187e-02 1.30428581e-02 2.87972471e-02
-3.68502498e-01 -1.18919736e-01 -1.80892493e-01 4.06268864e-02
1.11129619e-01 1.83547962e-01]
[ 2.56808087e-02 5.06701111e-01 1.12485802e-01 3.86099909e-01
-1.01212441e+00 -2.98734841e-01 -6.00276245e-01 -7.42194282e-02
2.66042600e-01 3.09608030e-01]
[ 1.74898470e-01 5.10467797e-01 6.16054483e-02 4.11990188e-01
-8.26134947e-01 -8.16738695e-02 -4.45968963e-01 1.50512145e-01
1.98553513e-01 4.82892714e-01]
[ 2.59112391e-01 2.98598938e-01 2.46185620e-01 1.44382339e-01
-4.02390310e-01 8.10407058e-02 -2.09288219e-01 1.62694675e-01
2.37731676e-01 7.72394609e-02]
[ -7.47555647e-02 2.12269561e-01 2.41146780e-01 1.40995830e-02
-2.85290924e-02 1.31662432e-01 -9.24735433e-02 -1.51505358e-02
-3.50394661e-02 4.89632948e-02]
[ -9.84621673e-02 -9.71180630e-03 2.46979722e-02 9.18813885e-02
-4.64319181e-02 1.16666677e-01 2.60147865e-01 2.02653611e-02
-2.75877033e-01 -9.48277363e-02]
[ -2.19019110e-01 -1.87874875e-02 -9.27358921e-02 -3.43379647e-01
1.78536077e-01 1.19698068e-01 9.98661741e-02 1.03631784e-01
-2.06960586e-01 3.29479196e-02]
[ 1.56223521e-02 -3.59136722e-01 -1.24815030e-01 -1.54932428e-01
3.51586337e-01 2.41091316e-02 1.59049707e-01 1.53011896e-01
-1.59858635e-01 -2.13370712e-01]
[ 1.39562952e-01 -1.80152262e-01 -1.42557925e-01 -6.78814845e-03
1.33380122e-01 -5.77257725e-02 1.27114674e-02 -1.49325791e-01
1.28284120e-01 -1.17599482e-01]
[ -1.20554690e-01 1.26108898e-01 2.58328986e-01 -2.27390815e-02
1.79739205e-01 8.77026287e-02 2.68866391e-03 -2.98589773e-01
-1.22225112e-01 -6.43615873e-02]
[ -3.53597438e-01 7.13199248e-02 1.01263653e-02 -3.52259384e-02
1.62521672e-01 -1.68896887e-01 -2.13454235e-02 2.34491523e-01
-9.61391661e-02 7.16007777e-02]
[ 1.45271216e-01 8.06536434e-02 -2.38947819e-01 -9.52286327e-02
1.30761215e-01 -2.91885556e-01 2.99821673e-02 -1.68351798e-01
-6.47026626e-03 -1.94423561e-01]
[ 2.04258933e-01 -1.67764542e-01 5.88061474e-02 -3.45589892e-02
1.05370753e-01 -2.89083537e-02 1.69823663e-02 -1.37553316e-01
1.03533462e-01 -1.90696359e-01]
[ -1.06468882e-01 -4.45161030e-02 1.20390495e-01 1.06169480e-01
4.53848928e-02 -1.11274155e-01 2.45848728e-01 -7.74501140e-02
1.83277222e-01 -6.08931319e-03]
[ 2.18265326e-02 -1.26791066e-01 2.14459592e-01 -2.13606108e-01
-5.61210355e-03 1.04871285e-01 3.52465013e-03 -1.13411257e-01
4.35458424e-02 2.53643858e-01]]
[[ 0.57194653]
[ 1.44382121]
[ 0.27549238]
[ 0.81865081]
[-2.58006092]
[-0.27578435]
[-1.53412585]
[ 0.03994859]
[ 0.63891609]
[ 0.86312501]]
Progress: 22.9% ... Training loss: 0.299 ... Validation loss: 0.479[[ 1.59715161e-01 2.04568039e-01 -1.10519294e-01 1.04359843e-01
-5.05564772e-01 -6.93836726e-02 -5.66701091e-02 1.23297668e-01
-7.18362174e-02 1.85576579e-01]
[ 1.16071294e-02 1.57613583e-01 -2.12646008e-02 3.74119634e-02
1.08245992e-01 -4.33862319e-03 3.09547396e-01 4.10499878e-02
1.36206549e-01 -3.32627940e-02]
[ 1.83690759e-01 4.75314392e-01 2.01343730e-02 4.38423217e-02
1.85275588e-01 -4.15278180e-02 -5.56090898e-01 -3.63340919e-02
7.88331893e-02 3.03583623e-01]
[ -1.22825247e-02 -2.85607472e-01 -2.33132706e-01 4.73395049e-02
-2.44765197e-02 1.59539210e-01 1.17369385e-01 5.64637401e-02
3.03974238e-02 1.37839886e-01]
[ -3.65565716e-03 1.58056057e-01 -1.44457705e-01 4.71556895e-02
5.90123573e-02 -1.81077529e-01 3.59974878e-02 -1.19351742e-01
-1.82466578e-01 8.91848118e-03]
[ -3.56481658e-01 -4.06358224e-01 -2.88091157e-01 1.59050710e-01
1.43298829e-01 4.31451129e-02 9.73349152e-02 -3.56682829e-02
-4.43476876e-03 2.15078998e-02]
[ -2.88120295e-03 -1.76866539e-01 1.01132568e-02 9.27038082e-02
-1.89057396e-02 -7.11599934e-02 1.71683124e-01 -1.89882612e-01
1.88431276e-01 3.25762178e-02]
[ 1.20277664e-01 -2.12183771e-01 3.69925478e-02 -5.83486831e-02
9.05810593e-02 -4.92992237e-02 4.68370175e-02 1.22043826e-01
8.28381817e-02 -1.44185246e-02]
[ -1.74761211e-01 -9.87806144e-02 -3.06887295e-01 -2.74311011e-02
1.15165529e-02 7.15653174e-02 -1.91414170e-01 -2.86311875e-02
2.54860303e-01 -1.32511919e-01]
[ 7.62874226e-02 -2.72505498e-01 9.75839946e-02 5.22248144e-02
6.47698934e-02 -1.19017062e-01 5.98537789e-02 -9.92807378e-02
2.95561693e-02 1.42518330e-01]
[ -8.51732347e-02 4.12771867e-02 -3.27679883e-03 -1.61402520e-01
6.07601091e-02 2.48404699e-02 1.19357672e-01 -1.02971633e-01
-2.53425689e-02 -1.34423121e-01]
[ -1.11667252e-01 -6.75727184e-02 -6.97295478e-02 -8.53474948e-03
3.68693814e-01 1.01517065e-01 3.33763972e-02 -1.59746531e-02
-1.69733251e-01 -2.09712476e-01]
[ -1.56450021e-01 5.22730026e-03 6.21736137e-02 2.24536097e-02
-1.73961743e-01 -2.19982265e-01 -1.79225683e-01 -1.96963308e-01
8.76352615e-02 1.74907295e-01]
[ -2.28040982e-01 -1.99064457e-01 1.15910081e-01 2.65079317e-01
-1.06281990e-01 -8.09984998e-02 -7.19921921e-02 -2.55631030e-01
-2.17234147e-01 -9.64092001e-03]
[ 1.16055585e-01 -7.96362288e-02 -1.77161507e-02 1.23071685e-01
-1.86463721e-02 -8.73523397e-02 1.39465284e-01 4.06034715e-03
3.38028104e-02 2.11055322e-02]
[ 3.27119524e-02 -6.29015004e-02 -2.13381735e-01 1.42703526e-01
-2.69457169e-02 8.86798165e-02 -6.57850753e-02 -2.02848163e-02
-9.82394819e-02 -1.09702202e-02]
[ -1.22846280e-01 -6.26518977e-02 -2.04000825e-01 1.53213398e-01
-6.96746464e-03 1.35073698e-01 9.88978331e-03 -2.50255578e-01
6.67542104e-02 -2.02676926e-01]
[ -7.31805124e-02 -4.27593204e-02 2.74655410e-01 9.32552065e-02
1.39595285e-01 -5.95458177e-02 -1.18793919e-01 1.20497642e-01
6.71690125e-02 2.69648418e-02]
[ 5.16952186e-02 -2.71281620e-02 8.63853830e-02 8.55585027e-02
8.36218059e-02 -1.65521059e-02 2.48894288e-01 1.20491649e-01
-3.51579424e-02 -6.79753328e-02]
[ 5.53240428e-03 -1.57754817e-01 -2.91613548e-01 -5.24623393e-02
2.16217778e-01 -9.01511528e-02 1.76052351e-01 1.64023061e-01
1.05116427e-01 -3.31105537e-02]
[ 5.27930989e-02 4.52807828e-03 -1.16402788e-01 4.55040336e-02
-9.42935782e-02 3.22585129e-01 2.49749092e-01 2.05450366e-01
-1.61239598e-01 -5.75153354e-02]
[ 6.17755760e-03 -1.37134581e-02 1.23093059e-01 1.08814651e-01
-1.81907680e-02 1.04882411e-01 -1.53527613e-01 -4.10608722e-02
2.13023372e-01 8.09762590e-02]
[ 1.05245631e-01 6.92914776e-02 -4.93801836e-02 -1.07004237e-01
-8.45568196e-02 -3.28066136e-01 1.16805428e-01 8.40368482e-03
1.37553270e-01 8.41237880e-02]
[ -1.00460046e-01 6.05793446e-03 -1.63138943e-02 1.99073465e-02
1.69242453e-02 -2.02404805e-01 -8.70381256e-02 -1.99741150e-02
1.27147121e-02 1.25826912e-01]
[ -1.39583354e-01 -5.46463654e-02 -1.95001890e-01 2.90894418e-03
-2.76805973e-01 -6.68713760e-03 -2.31915831e-02 -2.31131594e-02
8.35591146e-03 6.96747369e-02]
[ -2.54155394e-02 -5.56659245e-02 -7.25778895e-02 -1.21691199e-01
5.14276082e-01 2.74383072e-01 5.28267208e-01 1.13507877e-01
-1.77210914e-01 -3.67172157e-01]
[ -1.12492625e-02 -3.43233381e-01 -2.73761095e-02 -6.70621800e-02
6.43167250e-01 9.92292364e-02 4.84344396e-01 9.18755807e-02
3.33701639e-02 -3.73409636e-01]
[ 1.35912653e-02 -4.07230377e-01 -4.19458016e-02 -1.05310131e-01
6.72303761e-01 2.32134389e-02 4.60855764e-01 4.89789896e-02
-3.60959447e-01 -2.14241638e-01]
[ -1.58521970e-01 -5.42393611e-01 -4.68777888e-03 -1.90278779e-01
7.27278511e-01 -9.42893048e-02 5.73124766e-01 -8.16418703e-02
-5.77463504e-02 9.33167071e-02]
[ -2.80232646e-01 -3.49040957e-01 5.97181158e-02 -3.66119808e-02
8.91126627e-01 1.39052439e-01 3.71370576e-01 4.84904796e-02
-8.06557578e-02 -1.25101641e-01]
[ -1.86893443e-01 -2.40637096e-01 2.57633315e-01 -2.23978361e-01
6.04185304e-01 -5.01744504e-02 6.26557214e-01 1.45294268e-02
-2.41320160e-01 -1.01126519e-02]
[ -1.16460442e-01 -1.80892450e-01 -1.74938876e-01 -8.53693970e-02
4.40200000e-01 -2.34879412e-01 1.36746640e-01 1.70291331e-01
2.55638470e-03 -1.02774789e-01]
[ 1.24753839e-01 2.65593975e-01 1.70352687e-01 -7.16961250e-02
-1.35793404e-01 4.36399471e-02 -1.77216877e-01 2.84614881e-01
8.93416739e-02 1.92645209e-01]
[ 3.46056224e-01 3.00293128e-01 -8.49775138e-02 3.11692096e-01
-8.88041515e-01 -2.86157970e-01 -4.61118317e-01 1.77562426e-01
3.76925082e-01 -4.26136934e-02]
[ 5.07519032e-02 1.52130574e-01 2.54450928e-01 2.56385770e-01
-7.41253636e-02 -1.97314815e-01 -1.88730723e-01 -1.32554602e-01
-1.35545463e-01 -2.82076309e-01]
[ 2.82170758e-02 -4.30557836e-02 -1.16034746e-01 -4.75494088e-02
2.30227223e-01 3.94601475e-02 -1.90253924e-02 -1.83945436e-01
3.94865847e-02 2.15336796e-01]
[ 2.73797239e-04 -5.57040478e-02 -6.67737971e-02 -5.10537085e-02
-1.43863187e-02 -1.75681076e-01 9.01237216e-02 1.01628321e-02
3.72892027e-02 7.23475927e-03]
[ 2.90110557e-02 6.60568614e-02 2.45134220e-01 7.51055074e-02
-2.28803078e-01 -1.34263854e-01 1.15459241e-01 3.98479821e-02
-1.85100271e-01 1.10586440e-01]
[ 6.39447157e-02 7.84128532e-03 1.04451375e-01 -2.79311040e-03
-2.05437363e-01 7.28678997e-02 8.92449993e-02 -2.71213444e-01
-2.50128909e-02 -9.88579393e-02]
[ -2.09455024e-02 6.13228706e-02 8.01111732e-02 -4.31115523e-02
7.08799863e-03 1.85852570e-01 1.27438513e-01 1.17844493e-01
-3.12837163e-02 1.61264239e-01]
[ 2.12446055e-01 4.21905133e-02 2.48709749e-02 6.99212036e-02
8.82422217e-02 -1.85533675e-02 -1.35590705e-01 1.47792185e-01
-6.31822913e-02 -3.03508897e-02]
[ 3.35809278e-02 -4.10572359e-02 1.31472751e-02 2.91181459e-02
-3.69449337e-01 -1.19019332e-01 -1.81417627e-01 4.06424940e-02
1.11367775e-01 1.83880474e-01]
[ 2.58421640e-02 5.06489045e-01 1.12594554e-01 3.86382933e-01
-1.01338981e+00 -2.98786217e-01 -6.00255909e-01 -7.42047198e-02
2.66198238e-01 3.09784313e-01]
[ 1.76469606e-01 5.13620591e-01 6.24150083e-02 4.14180503e-01
-8.33077429e-01 -8.24157955e-02 -4.49779432e-01 1.50630634e-01
2.00425917e-01 4.84992268e-01]
[ 2.58809292e-01 2.97930623e-01 2.46032240e-01 1.43950609e-01
-4.01030905e-01 8.11809303e-02 -2.08392199e-01 1.62672597e-01
2.37392865e-01 7.67258488e-02]
[ -7.45581268e-02 2.12753698e-01 2.41239985e-01 1.43842955e-02
-2.94188233e-02 1.31569189e-01 -9.30114946e-02 -1.51366429e-02
-3.48153513e-02 4.92655469e-02]
[ -9.80665222e-02 -8.81057340e-03 2.48963500e-02 9.24699429e-02
-4.82429003e-02 1.16469819e-01 2.59136229e-01 2.02942900e-02
-2.75423190e-01 -9.42217104e-02]
[ -2.19088676e-01 -1.89531055e-02 -9.27702321e-02 -3.43487185e-01
1.78887450e-01 1.19726338e-01 1.00041202e-01 1.03627345e-01
-2.07030827e-01 3.28231760e-02]
[ 1.55664352e-02 -3.59306510e-01 -1.24840770e-01 -1.55006631e-01
3.51846421e-01 2.41345187e-02 1.59242502e-01 1.53008256e-01
-1.59930589e-01 -2.13458053e-01]
[ 1.40358430e-01 -1.78019090e-01 -1.42206096e-01 -5.63278701e-03
1.29696017e-01 -5.81119722e-02 1.06732929e-02 -1.49266563e-01
1.29308291e-01 -1.16459106e-01]
[ -1.19540465e-01 1.28188077e-01 2.58820251e-01 -2.14438923e-02
1.75667463e-01 8.72310752e-02 5.21255236e-04 -2.98519454e-01
-1.21086105e-01 -6.30613605e-02]
[ -3.53252903e-01 7.19369121e-02 1.03010617e-02 -3.47979601e-02
1.61676182e-01 -1.69062255e-01 -2.18341227e-02 2.34512919e-01
-9.58520337e-02 7.20226834e-02]
[ 1.46849226e-01 8.40701295e-02 -2.38099514e-01 -9.27331829e-02
1.23457905e-01 -2.92713707e-01 2.57780632e-02 -1.68225490e-01
-4.47990250e-03 -1.91859581e-01]
[ 2.04801410e-01 -1.66390064e-01 5.91325957e-02 -3.36107267e-02
1.02582922e-01 -2.92171781e-02 1.55521751e-02 -1.37505383e-01
1.04250243e-01 -1.89712015e-01]
[ -1.06496964e-01 -4.52407358e-02 1.20362110e-01 1.06161935e-01
4.55039104e-02 -1.11210359e-01 2.46192955e-01 -7.74501341e-02
1.83192334e-01 -6.28317865e-03]
[ 2.00194657e-02 -1.31285789e-01 2.13618212e-01 -2.16140600e-01
4.40962451e-04 1.05728414e-01 8.39067996e-03 -1.13535988e-01
4.15774614e-02 2.50869596e-01]]
[[ 0.5861761 ]
[ 1.45925902]
[ 0.28285 ]
[ 0.83066047]
[-2.5707169 ]
[-0.26783398]
[-1.52987847]
[ 0.05092291]
[ 0.65068605]
[ 0.87681245]]
Progress: 22.9% ... Training loss: 0.299 ... Validation loss: 0.467[[ 1.58203044e-01 2.01571485e-01 -1.11170847e-01 1.02288575e-01
-5.00091650e-01 -6.87452594e-02 -5.31437524e-02 1.23181350e-01
-7.34570060e-02 1.83435980e-01]
[ 1.18240656e-02 1.58171285e-01 -2.11553193e-02 3.77301730e-02
1.07309582e-01 -4.44031878e-03 3.09053004e-01 4.10692676e-02
1.36444956e-01 -3.29270482e-02]
[ 1.81393513e-01 4.72554581e-01 1.88454289e-02 4.00080605e-02
1.96163369e-01 -4.03767103e-02 -5.52142132e-01 -3.65558976e-02
7.58995265e-02 2.99876574e-01]
[ -1.11955427e-02 -2.84271461e-01 -2.32511435e-01 4.91526994e-02
-2.95241375e-02 1.58912576e-01 1.15556726e-01 5.65713762e-02
3.17338178e-02 1.39709041e-01]
[ -5.83995332e-03 1.53661227e-01 -1.45491088e-01 4.39308940e-02
6.74010428e-02 -1.80041107e-01 4.06847278e-02 -1.19552153e-01
-1.84829562e-01 5.55930063e-03]
[ -3.55567038e-01 -4.05232518e-01 -2.87540441e-01 1.60737846e-01
1.38952935e-01 4.26381938e-02 9.57662374e-02 -3.55691545e-02
-3.14364319e-03 2.31318945e-02]
[ -3.71497446e-03 -1.79137661e-01 9.74376130e-03 9.15729516e-02
-1.59585520e-02 -7.07886004e-02 1.73936567e-01 -1.89952327e-01
1.87540722e-01 3.13140313e-02]
[ 1.19967038e-01 -2.12649229e-01 3.68917232e-02 -5.86554729e-02
9.13283733e-02 -4.92034375e-02 4.74165827e-02 1.22026342e-01
8.25989851e-02 -1.48030857e-02]
[ -1.75030624e-01 -9.92474776e-02 -3.06998109e-01 -2.78963986e-02
1.31597344e-02 7.16942047e-02 -1.90504642e-01 -2.86544277e-02
2.54413135e-01 -1.32983743e-01]
[ 7.65668252e-02 -2.71829386e-01 9.78255301e-02 5.28163884e-02
6.36268788e-02 -1.19188546e-01 5.93213892e-02 -9.92367243e-02
2.99670119e-02 1.43105002e-01]
[ -8.60078920e-02 3.90354528e-02 -3.65779537e-03 -1.62516761e-01
6.34525934e-02 2.51855408e-02 1.21630397e-01 -1.03040189e-01
-2.62347121e-02 -1.35673306e-01]
[ -1.11611188e-01 -6.80848326e-02 -6.96205047e-02 -8.22789156e-03
3.68136134e-01 1.01432625e-01 3.38099197e-02 -1.59614220e-02
-1.69537743e-01 -2.09543540e-01]
[ -1.56450021e-01 5.22730026e-03 6.21736137e-02 2.24536097e-02
-1.73961743e-01 -2.19982265e-01 -1.79225683e-01 -1.96963308e-01
8.76352615e-02 1.74907295e-01]
[ -2.28078483e-01 -1.99502015e-01 1.15916653e-01 2.65162745e-01
-1.06194503e-01 -8.10172892e-02 -7.16905646e-02 -2.55627370e-01
-2.17202022e-01 -9.66632964e-03]
[ 1.16492136e-01 -7.90986302e-02 -1.74343341e-02 1.23866857e-01
-2.08088117e-02 -8.75836303e-02 1.38679389e-01 4.10792393e-03
3.44312985e-02 2.19326746e-02]
[ 3.30749279e-02 -6.23809797e-02 -2.13186029e-01 1.43278753e-01
-2.90025298e-02 8.85026940e-02 -6.63233541e-02 -2.02517906e-02
-9.78006370e-02 -1.04774545e-02]
[ -1.22990445e-01 -6.30903035e-02 -2.04050814e-01 1.53027337e-01
-6.38765578e-03 1.35141294e-01 1.02322622e-02 -2.50266876e-01
6.66319242e-02 -2.02871949e-01]
[ -7.36527978e-02 -4.40765007e-02 2.74423245e-01 9.25803346e-02
1.41658814e-01 -5.93325836e-02 -1.17540693e-01 1.20456370e-01
6.66331397e-02 2.62750967e-02]
[ 5.13573250e-02 -2.77573289e-02 8.62326613e-02 8.51093651e-02
8.48504669e-02 -1.64145818e-02 2.49602654e-01 1.20464953e-01
-3.55175219e-02 -6.84387955e-02]
[ 5.60711157e-03 -1.57678921e-01 -2.91578987e-01 -5.23288902e-02
2.15695926e-01 -9.01925954e-02 1.75908361e-01 1.64033281e-01
1.05236850e-01 -3.30043602e-02]
[ 5.26621708e-02 4.54737859e-03 -1.16421420e-01 4.54092042e-02
-9.40036607e-02 3.22612525e-01 2.49852451e-01 2.05444143e-01
-1.61303742e-01 -5.76259976e-02]
[ 5.82820261e-03 -1.43635287e-02 1.22933439e-01 1.08288303e-01
-1.63246234e-02 1.05031960e-01 -1.52575243e-01 -4.10888790e-02
2.12553078e-01 8.04531378e-02]
[ 1.05254591e-01 6.95189603e-02 -4.93482303e-02 -1.06985981e-01
-8.48088580e-02 -3.28066798e-01 1.16819611e-01 8.40484053e-03
1.37549660e-01 8.41152757e-02]
[ -1.00393107e-01 6.14406163e-03 -1.62896753e-02 1.99906902e-02
1.68303768e-02 -2.02434039e-01 -8.72070500e-02 -1.99686057e-02
1.27458741e-02 1.25903033e-01]
[ -1.39560549e-01 -5.47186456e-02 -1.94994011e-01 2.93550862e-03
-2.76842718e-01 -6.69474765e-03 -2.30562482e-02 -2.31121224e-02
8.37486311e-03 6.96938738e-02]
[ -2.55218852e-02 -5.60954725e-02 -7.26353562e-02 -1.21832482e-01
5.14772023e-01 2.74430692e-01 5.28549544e-01 1.13501081e-01
-1.77317663e-01 -3.67316146e-01]
[ -1.11071053e-02 -3.42926386e-01 -2.73064741e-02 -6.68500709e-02
6.42718522e-01 9.91614250e-02 4.83968636e-01 9.18885612e-02
3.35286957e-02 -3.73186231e-01]
[ 1.37031788e-02 -4.07168908e-01 -4.18984215e-02 -1.05143441e-01
6.71801008e-01 2.31617390e-02 4.60820781e-01 4.89883228e-02
-3.60842629e-01 -2.14150957e-01]
[ -1.58227566e-01 -5.42100105e-01 -4.54235926e-03 -1.89840599e-01
7.26001573e-01 -9.44307717e-02 5.72657435e-01 -8.16162750e-02
-5.74043773e-02 9.37720679e-02]
[ -2.80309142e-01 -3.49602220e-01 5.97330999e-02 -3.65069608e-02
8.91063805e-01 1.39032702e-01 3.71878372e-01 4.84987757e-02
-8.05971822e-02 -1.25039542e-01]
[ -1.87602590e-01 -2.42319575e-01 2.57337154e-01 -2.24872843e-01
6.07042922e-01 -4.98830692e-02 6.28354278e-01 1.44758265e-02
-2.42010717e-01 -1.10672612e-02]
[ -1.16480045e-01 -1.80920639e-01 -1.74937284e-01 -8.53626231e-02
4.40259333e-01 -2.34879352e-01 1.36814470e-01 1.70291312e-01
2.56993266e-03 -1.02780988e-01]
[ 1.24786465e-01 2.65506416e-01 1.70372210e-01 -7.16641496e-02
-1.35849412e-01 4.36294328e-02 -1.77275786e-01 2.84618511e-01
8.94065555e-02 1.92709565e-01]
[ 3.45933368e-01 3.00236730e-01 -8.49968701e-02 3.11473988e-01
-8.87785565e-01 -2.86095212e-01 -4.60770552e-01 1.77551144e-01
3.76655743e-01 -4.28160364e-02]
[ 5.06764561e-02 1.51935313e-01 2.54411508e-01 2.56252934e-01
-7.38101605e-02 -1.97267447e-01 -1.88515386e-01 -1.32563526e-01
-1.35636749e-01 -2.82204031e-01]
[ 2.81536928e-02 -4.32055313e-02 -1.16061471e-01 -4.76294910e-02
2.30478995e-01 3.94859769e-02 -1.89039184e-02 -1.83949536e-01
3.94317419e-02 2.15237249e-01]
[ 2.12638932e-04 -5.58598389e-02 -6.67966060e-02 -5.11296242e-02
-1.41710201e-02 -1.75664729e-01 9.03375750e-02 1.01590498e-02
3.72218751e-02 7.14927870e-03]
[ 2.89781293e-02 6.60012395e-02 2.45128072e-01 7.50639841e-02
-2.28708876e-01 -1.34249300e-01 1.15564750e-01 3.98439412e-02
-1.85116736e-01 1.10524154e-01]
[ 6.39994274e-02 7.99497772e-03 1.04473943e-01 -2.75440376e-03
-2.05535320e-01 7.28518368e-02 8.91610192e-02 -2.71212119e-01
-2.49807807e-02 -9.88027459e-02]
[ -2.09421486e-02 6.12380232e-02 8.01155832e-02 -4.31031119e-02
7.06045006e-03 1.85854034e-01 1.27531158e-01 1.17843667e-01
-3.12765959e-02 1.61274827e-01]
[ 2.12313254e-01 4.21542639e-02 2.48455068e-02 6.98092939e-02
8.84885730e-02 -1.85213266e-02 -1.35405989e-01 1.47785381e-01
-6.32897075e-02 -3.04584838e-02]
[ 3.37042560e-02 -4.07425887e-02 1.32030332e-02 2.92821533e-02
-3.69981653e-01 -1.19070993e-01 -1.81674202e-01 4.06529439e-02
1.11479767e-01 1.84036369e-01]
[ 2.56881304e-02 5.06110197e-01 1.12517974e-01 3.86183797e-01
-1.01271941e+00 -2.98722213e-01 -5.99944029e-01 -7.42177595e-02
2.66038262e-01 3.09582488e-01]
[ 1.76344656e-01 5.13395226e-01 6.23510990e-02 4.13996768e-01
-8.32486157e-01 -8.23477088e-02 -4.49493816e-01 1.50619886e-01
2.00271530e-01 4.84743372e-01]
[ 2.58932567e-01 2.98299819e-01 2.46116319e-01 1.44206785e-01
-4.02009420e-01 8.10928112e-02 -2.08843887e-01 1.62688234e-01
2.37588844e-01 7.69327615e-02]
[ -7.44849703e-02 2.12907636e-01 2.41276149e-01 1.44903802e-02
-2.97468583e-02 1.31535058e-01 -9.32041200e-02 -1.51301610e-02
-3.47319048e-02 4.93714450e-02]
[ -9.78420952e-02 -8.34120757e-03 2.50035767e-02 9.28113705e-02
-4.91369392e-02 1.16362758e-01 2.58590192e-01 2.03141365e-02
-2.75160652e-01 -9.39074067e-02]
[ -2.19113482e-01 -1.90272489e-02 -9.27832036e-02 -3.43522618e-01
1.79048679e-01 1.19738690e-01 1.00146713e-01 1.03625003e-01
-2.07066618e-01 3.27946979e-02]
[ 1.55878469e-02 -3.59305744e-01 -1.24832913e-01 -1.54983587e-01
3.51829304e-01 2.41280653e-02 1.59244912e-01 1.53009673e-01
-1.59909758e-01 -2.13428353e-01]
[ 1.40343512e-01 -1.78246297e-01 -1.42173379e-01 -5.46195998e-03
1.29114426e-01 -5.81570510e-02 1.07960098e-02 -1.49262048e-01
1.29395652e-01 -1.16416089e-01]
[ -1.20659518e-01 1.25453960e-01 2.58301346e-01 -2.30030704e-02
1.80396489e-01 8.77234880e-02 3.50616171e-03 -2.98612322e-01
-1.22343531e-01 -6.47712340e-02]
[ -3.53267033e-01 7.15552079e-02 1.03359870e-02 -3.47707556e-02
1.62045480e-01 -1.69044701e-01 -2.14057696e-02 2.34518824e-01
-9.57958620e-02 7.21129017e-02]
[ 1.47354879e-01 8.50020428e-02 -2.37835249e-01 -9.18868724e-02
1.21213308e-01 -2.92981873e-01 2.45852976e-02 -1.68173940e-01
-3.83506766e-03 -1.91020445e-01]
[ 2.04673645e-01 -1.66425420e-01 5.90837086e-02 -3.37504572e-02
1.03150763e-01 -2.91745324e-02 1.56704676e-02 -1.37511630e-01
1.04151540e-01 -1.89910068e-01]
[ -1.05369499e-01 -4.27730922e-02 1.20925987e-01 1.07765066e-01
4.11820984e-02 -1.11748353e-01 2.43629444e-01 -7.73483126e-02
1.84361554e-01 -4.59053456e-03]
[ 1.91630212e-02 -1.33384697e-01 2.13259802e-01 -2.17304973e-01
2.91458520e-03 1.06116188e-01 1.06665458e-02 -1.13611976e-01
4.06902119e-02 2.49617932e-01]]
[[ 0.58426418]
[ 1.45487215]
[ 0.28064459]
[ 0.83053566]
[-2.57068973]
[-0.26749895]
[-1.5274409 ]
[ 0.05147353]
[ 0.65072031]
[ 0.8745567 ]]
Progress: 23.0% ... Training loss: 0.298 ... Validation loss: 0.471[[ 1.57731144e-01 2.00365047e-01 -1.11453127e-01 1.01457898e-01
-4.97938897e-01 -6.83935156e-02 -5.14780991e-02 1.23142593e-01
-7.40353453e-02 1.82713037e-01]
[ 1.14434053e-02 1.57270529e-01 -2.13380043e-02 3.71997561e-02
1.08794949e-01 -4.27035201e-03 3.09998504e-01 4.10383185e-02
1.36021823e-01 -3.34909410e-02]
[ 1.78955468e-01 4.67775345e-01 1.76513361e-02 3.62533244e-02
2.07424982e-01 -3.90463035e-02 -5.46278602e-01 -3.67801442e-02
7.30870028e-02 2.96279382e-01]
[ -1.17473810e-02 -2.84947859e-01 -2.32832351e-01 4.82308807e-02
-2.63827149e-02 1.59057854e-01 1.16231459e-01 5.65126875e-02
3.10888663e-02 1.39062297e-01]
[ -6.95042309e-03 1.52117408e-01 -1.45940643e-01 4.27792718e-02
7.11769780e-02 -1.79670688e-01 4.25521424e-02 -1.19634359e-01
-1.85968408e-01 3.89191911e-03]
[ -3.55526714e-01 -4.05983794e-01 -2.87570691e-01 1.60917861e-01
1.37936329e-01 4.25479602e-02 9.61706251e-02 -3.55598738e-02
-3.05945648e-03 2.32038542e-02]
[ -4.03618334e-03 -1.80170157e-01 9.58623178e-03 9.10315417e-02
-1.45484080e-02 -7.05810857e-02 1.74722157e-01 -1.89977849e-01
1.87216357e-01 3.08751918e-02]
[ 1.18255079e-01 -2.16752214e-01 3.60728370e-02 -6.11608014e-02
9.86165939e-02 -4.83394490e-02 5.21829908e-02 1.21875698e-01
8.06558274e-02 -1.73149902e-02]
[ -1.74436473e-01 -9.81663484e-02 -3.06731410e-01 -2.70858314e-02
1.09179150e-02 7.14489178e-02 -1.91854643e-01 -2.86045143e-02
2.54969705e-01 -1.32139865e-01]
[ 7.56760280e-02 -2.75059635e-01 9.73727399e-02 5.15038366e-02
6.69061382e-02 -1.18678864e-01 6.25739899e-02 -9.93098285e-02
2.89201082e-02 1.41737653e-01]
[ -8.61417074e-02 3.84643457e-02 -3.73435896e-03 -1.62678562e-01
6.38641088e-02 2.52395364e-02 1.22160329e-01 -1.03050742e-01
-2.63884284e-02 -1.35850965e-01]
[ -1.11985268e-01 -6.90891053e-02 -6.98311180e-02 -8.80969491e-03
3.69885298e-01 1.01604930e-01 3.46337724e-02 -1.59947368e-02
-1.69963889e-01 -2.10033439e-01]
[ -1.56450021e-01 5.22730026e-03 6.21736137e-02 2.24536097e-02
-1.73961743e-01 -2.19982265e-01 -1.79225683e-01 -1.96963308e-01
8.76352615e-02 1.74907295e-01]
[ -2.27964022e-01 -1.99633076e-01 1.16000092e-01 2.65432987e-01
-1.06974655e-01 -8.11008490e-02 -7.18234226e-02 -2.55610448e-01
-2.16987196e-01 -9.41852438e-03]
[ 1.16568078e-01 -7.93105963e-02 -1.74274088e-02 1.24066468e-01
-2.14037959e-02 -8.76793653e-02 1.38681522e-01 4.11840464e-03
3.45209800e-02 2.20459772e-02]
[ 3.29112297e-02 -6.25426694e-02 -2.13292973e-01 1.42998128e-01
-2.80115114e-02 8.85878992e-02 -6.60499872e-02 -2.02697686e-02
-9.80174747e-02 -1.07652967e-02]
[ -1.23035773e-01 -6.36277771e-02 -2.04081938e-01 1.52907091e-01
-5.85383685e-03 1.35200698e-01 1.06375144e-02 -2.50267759e-01
6.65672728e-02 -2.02966325e-01]
[ -7.39486319e-02 -4.47517698e-02 2.74286356e-01 9.21421273e-02
1.42624531e-01 -5.91891721e-02 -1.16920405e-01 1.20431249e-01
6.63511474e-02 2.59703060e-02]
[ 5.17501313e-02 -2.68476289e-02 8.64072054e-02 8.56537877e-02
8.31371568e-02 -1.65789894e-02 2.48535769e-01 1.20498202e-01
-3.50814880e-02 -6.79162165e-02]
[ 5.09899153e-03 -1.59271410e-01 -2.91807527e-01 -5.30369349e-02
2.17388052e-01 -8.98980787e-02 1.77605009e-01 1.63993733e-01
1.04705160e-01 -3.37736453e-02]
[ 5.11330777e-02 9.22623962e-04 -1.17194332e-01 4.30969719e-02
-8.70354174e-02 3.23337488e-01 2.53716664e-01 2.05302805e-01
-1.63109751e-01 -5.99247162e-02]
[ 6.15402685e-03 -1.32534223e-02 1.23123104e-01 1.08800435e-01
-1.76850088e-02 1.04888766e-01 -1.53339428e-01 -4.10583849e-02
2.12911143e-01 8.10058432e-02]
[ 1.05432777e-01 6.97392681e-02 -4.92660028e-02 -1.06741436e-01
-8.54480395e-02 -3.28135728e-01 1.16457437e-01 8.41960989e-03
1.37728360e-01 8.43789983e-02]
[ -1.00103998e-01 6.74196975e-03 -1.61669745e-02 2.03820704e-02
1.58292287e-02 -2.02562982e-01 -8.79354102e-02 -1.99453002e-02
1.30103729e-02 1.26302154e-01]
[ -1.39793496e-01 -5.54275941e-02 -1.95117069e-01 2.57637613e-03
-2.76464542e-01 -6.58149547e-03 -2.22573012e-02 -2.31334474e-02
8.10747129e-03 6.93147439e-02]
[ -2.61732302e-02 -5.76850403e-02 -7.29540853e-02 -1.22763875e-01
5.17450646e-01 2.74733368e-01 5.30151643e-01 1.13445087e-01
-1.78050061e-01 -3.68296912e-01]
[ -1.16796874e-02 -3.44848708e-01 -2.75883438e-02 -6.76906886e-02
6.45038088e-01 9.94386809e-02 4.85806506e-01 9.18414136e-02
3.29080828e-02 -3.74056770e-01]
[ 1.34261807e-02 -4.07943279e-01 -4.20526422e-02 -1.05609922e-01
6.73028876e-01 2.33040828e-02 4.61712933e-01 4.89606283e-02
-3.61197040e-01 -2.14632135e-01]
[ -1.58033657e-01 -5.41952895e-01 -4.43506048e-03 -1.89518191e-01
7.25020692e-01 -9.45346410e-02 5.72307033e-01 -8.15962478e-02
-5.71630460e-02 9.41150300e-02]
[ -2.80573925e-01 -3.50161328e-01 5.96084901e-02 -3.68715118e-02
8.92135441e-01 1.39150722e-01 3.72556368e-01 4.84757012e-02
-8.08897028e-02 -1.25395895e-01]
[ -1.87602590e-01 -2.42319575e-01 2.57337154e-01 -2.24872843e-01
6.07042922e-01 -4.98830692e-02 6.28354278e-01 1.44758265e-02
-2.42010717e-01 -1.10672612e-02]
[ -1.16536601e-01 -1.81004138e-01 -1.74950132e-01 -8.54223369e-02
4.40485189e-01 -2.34858540e-01 1.36890388e-01 1.70287573e-01
2.52210603e-03 -1.02843391e-01]
[ 1.24791360e-01 2.65639693e-01 1.70376895e-01 -7.16657649e-02
-1.35896614e-01 4.36372153e-02 -1.77357676e-01 2.84618574e-01
8.93826982e-02 1.92705015e-01]
[ 3.47137486e-01 3.03170178e-01 -8.44623904e-02 3.13103556e-01
-8.92035395e-01 -2.86640870e-01 -4.63888796e-01 1.77653410e-01
3.77935012e-01 -4.09154692e-02]
[ 5.09495293e-02 1.52547172e-01 2.54536924e-01 2.56632004e-01
-7.50673759e-02 -1.97390964e-01 -1.89209233e-01 -1.32539111e-01
-1.35331774e-01 -2.81807026e-01]
[ 2.81706473e-02 -4.31788963e-02 -1.16053856e-01 -4.76045570e-02
2.30418287e-01 3.94817130e-02 -1.89242248e-02 -1.83946380e-01
3.94186895e-02 2.15262809e-01]
[ 1.98677573e-04 -5.57155126e-02 -6.68016265e-02 -5.11181033e-02
-1.42574764e-02 -1.75664697e-01 9.03805152e-02 1.01592344e-02
3.72601858e-02 7.17186901e-03]
[ 2.89938377e-02 6.60968000e-02 2.45131045e-01 7.50584418e-02
-2.28787712e-01 -1.34245406e-01 1.15483307e-01 3.98455216e-02
-1.85092914e-01 1.10518230e-01]
[ 6.40499036e-02 8.11881520e-03 1.04492620e-01 -2.69528429e-03
-2.05784544e-01 7.28276996e-02 8.89859103e-02 -2.71209319e-01
-2.49421761e-02 -9.87390390e-02]
[ -2.12313510e-02 6.04958613e-02 7.99677240e-02 -4.35293864e-02
8.34271720e-03 1.85995268e-01 1.28256789e-01 1.17817272e-01
-3.15920843e-02 1.60831240e-01]
[ 2.12218986e-01 4.19420604e-02 2.48019543e-02 6.96799385e-02
8.88600087e-02 -1.84781465e-02 -1.35159641e-01 1.47777235e-01
-6.33935114e-02 -3.05988366e-02]
[ 3.38181733e-02 -4.05146174e-02 1.32578974e-02 2.94420363e-02
-3.70507754e-01 -1.19114620e-01 -1.81975640e-01 4.06622935e-02
1.11607732e-01 1.84199561e-01]
[ 2.50737594e-02 5.04007356e-01 1.12236924e-01 3.85418108e-01
-1.01084392e+00 -2.98397424e-01 -5.97867197e-01 -7.42671332e-02
2.65367633e-01 3.08731612e-01]
[ 1.76420723e-01 5.13536029e-01 6.23909132e-02 4.14108894e-01
-8.32847365e-01 -8.23814103e-02 -4.49648542e-01 1.50627085e-01
2.00363645e-01 4.84840237e-01]
[ 2.58578733e-01 2.97396733e-01 2.45940472e-01 1.43699652e-01
-4.00378120e-01 8.12558016e-02 -2.07906774e-01 1.62656516e-01
2.37180444e-01 7.63956569e-02]
[ -7.43282342e-02 2.13275127e-01 2.41341901e-01 1.46936471e-02
-3.04949924e-02 1.31462992e-01 -9.35951262e-02 -1.51165739e-02
-3.45634148e-02 4.95522774e-02]
[ -9.78443799e-02 -8.33293946e-03 2.50000047e-02 9.28070704e-02
-4.91008956e-02 1.16362702e-01 2.58597085e-01 2.03142478e-02
-2.75162760e-01 -9.39110077e-02]
[ -2.19320841e-01 -1.95469932e-02 -9.28853140e-02 -3.43819712e-01
1.79955157e-01 1.19834173e-01 1.00671976e-01 1.03606812e-01
-2.07303483e-01 3.24881247e-02]
[ 1.54808432e-02 -3.59663155e-01 -1.24883167e-01 -1.55141880e-01
3.52288477e-01 2.41744515e-02 1.59572656e-01 1.52999435e-01
-1.60029434e-01 -2.13612733e-01]
[ 1.40652654e-01 -1.77768904e-01 -1.42023387e-01 -4.97136903e-03
1.26947281e-01 -5.82896526e-02 1.02397584e-02 -1.49232634e-01
1.29705846e-01 -1.16006544e-01]
[ -1.20821183e-01 1.24963725e-01 2.58212970e-01 -2.32427546e-02
1.80885643e-01 8.78134211e-02 3.94707401e-03 -2.98625169e-01
-1.22533231e-01 -6.50458649e-02]
[ -3.52400756e-01 7.34915058e-02 1.07218058e-02 -3.36784997e-02
1.59414840e-01 -1.69398992e-01 -2.33237975e-02 2.34590527e-01
-9.49028541e-02 7.33057183e-02]
[ 1.47727073e-01 8.55592149e-02 -2.37659161e-01 -9.13236057e-02
1.19729595e-01 -2.93099536e-01 2.39213507e-02 -1.68133583e-01
-3.37583784e-03 -1.90453966e-01]
[ 2.04525761e-01 -1.66617927e-01 5.90061864e-02 -3.40080382e-02
1.04257602e-01 -2.90941759e-02 1.60055556e-02 -1.37522396e-01
1.03899473e-01 -1.90161471e-01]
[ -1.06601559e-01 -4.56119473e-02 1.20327392e-01 1.06076629e-01
4.65159391e-02 -1.11237600e-01 2.46690738e-01 -7.74541126e-02
1.83018115e-01 -6.43399024e-03]
[ 1.77583256e-02 -1.37639591e-01 2.12572429e-01 -2.19321541e-01
7.70618976e-03 1.06775684e-01 1.45738631e-02 -1.13741009e-01
3.91862184e-02 2.47783674e-01]]
[[ 0.57852983]
[ 1.45074879]
[ 0.27546623]
[ 0.82642933]
[-2.57889341]
[-0.27397441]
[-1.5337935 ]
[ 0.04655954]
[ 0.6466335 ]
[ 0.86825022]]
Progress: 23.1% ... Training loss: 0.297 ... Validation loss: 0.475[[ 1.54406862e-01 1.92664176e-01 -1.13132825e-01 9.67829025e-02
-4.85293527e-01 -6.69298059e-02 -4.34058210e-02 1.22872607e-01
-7.77418357e-02 1.77525285e-01]
[ 1.14684969e-02 1.57271055e-01 -2.13339801e-02 3.72297757e-02
1.08920172e-01 -4.27166379e-03 3.09879943e-01 4.10396891e-02
1.36046999e-01 -3.34730876e-02]
[ 1.80976515e-01 4.73460066e-01 1.84558456e-02 3.87087911e-02
2.00658133e-01 -3.98850864e-02 -5.52354341e-01 -3.66454333e-02
7.49542192e-02 2.99481303e-01]
[ -8.41565843e-03 -2.77624389e-01 -2.31170993e-01 5.30897214e-02
-3.89593493e-02 1.57637628e-01 1.08470478e-01 5.67841352e-02
3.47802438e-02 1.44035368e-01]
[ -1.12863909e-02 1.41895044e-01 -1.48068372e-01 3.66982819e-02
8.90207287e-02 -1.77957914e-01 5.26888650e-02 -1.19970060e-01
-1.90586657e-01 -2.37422729e-03]
[ -3.57387621e-01 -4.10627535e-01 -2.88452841e-01 1.58483893e-01
1.44479947e-01 4.33128704e-02 1.01114622e-01 -3.57007647e-02
-5.01197633e-03 2.04293191e-02]
[ -4.64766962e-03 -1.81359596e-01 9.30087226e-03 9.01860661e-02
-1.22648274e-02 -7.03333800e-02 1.76120656e-01 -1.90025005e-01
1.86588837e-01 2.98792222e-02]
[ 1.18442662e-01 -2.16496469e-01 3.60515781e-02 -6.09637213e-02
9.77855323e-02 -4.84243984e-02 5.15241917e-02 1.21881106e-01
8.07497083e-02 -1.69756605e-02]
[ -1.74418715e-01 -9.82877808e-02 -3.06677718e-01 -2.70675266e-02
1.11584242e-02 7.14334297e-02 -1.91823232e-01 -2.86038165e-02
2.54938807e-01 -1.32123592e-01]
[ 7.34972082e-02 -2.80009475e-01 9.62262060e-02 4.82886144e-02
7.52654571e-02 -1.17709577e-01 6.75713716e-02 -9.95013466e-02
2.63197132e-02 1.38314012e-01]
[ -8.57996816e-02 3.89923317e-02 -3.53756059e-03 -1.62035032e-01
6.19129001e-02 2.50165843e-02 1.21512137e-01 -1.03010997e-01
-2.58578874e-02 -1.35211727e-01]
[ -1.12415527e-01 -7.03661180e-02 -7.00164588e-02 -9.30206172e-03
3.71713835e-01 1.01770773e-01 3.59996903e-02 -1.60249040e-02
-1.70411092e-01 -2.10663937e-01]
[ -1.56450021e-01 5.22730026e-03 6.21736137e-02 2.24536097e-02
-1.73961743e-01 -2.19982265e-01 -1.79225683e-01 -1.96963308e-01
8.76352615e-02 1.74907295e-01]
[ -2.28189590e-01 -2.00233394e-01 1.15866097e-01 2.65095586e-01
-1.05850389e-01 -8.09971634e-02 -7.13102646e-02 -2.55628409e-01
-2.17233134e-01 -9.81761378e-03]
[ 1.14966795e-01 -8.32564000e-02 -1.81604292e-02 1.22006384e-01
-1.61870061e-02 -8.70307939e-02 1.43019176e-01 3.99774437e-03
3.28572524e-02 1.97193101e-02]
[ 3.27320673e-02 -6.29358317e-02 -2.13371290e-01 1.42744217e-01
-2.71087717e-02 8.86602793e-02 -6.56958519e-02 -2.02841212e-02
-9.81979448e-02 -1.10399400e-02]
[ -1.23340867e-01 -6.41623570e-02 -2.04225603e-01 1.52473167e-01
-4.77355782e-03 1.35327394e-01 1.13696540e-02 -2.50289493e-01
6.62410336e-02 -2.03431634e-01]
[ -7.41382267e-02 -4.51789808e-02 2.74200251e-01 9.18753182e-02
1.43185261e-01 -5.91084722e-02 -1.16423989e-01 1.20416013e-01
6.61360848e-02 2.56443729e-02]
[ 5.11378757e-02 -2.84454318e-02 8.60992052e-02 8.47592150e-02
8.56771758e-02 -1.62892502e-02 2.50214467e-01 1.20446065e-01
-3.57776674e-02 -6.88856627e-02]
[ 4.67236549e-03 -1.59919728e-01 -2.92037746e-01 -5.37329315e-02
2.19485008e-01 -8.97050075e-02 1.78252345e-01 1.63954099e-01
1.04141233e-01 -3.42569783e-02]
[ 5.23829293e-02 3.56420852e-03 -1.16677862e-01 4.49062399e-02
-9.23644123e-02 3.22756558e-01 2.50611794e-01 2.05399802e-01
-1.61740482e-01 -5.81180872e-02]
[ 6.01754040e-03 -1.36555694e-02 1.23057214e-01 1.08629276e-01
-1.72240233e-02 1.04956322e-01 -1.52902758e-01 -4.10685577e-02
2.12776682e-01 8.07791685e-02]
[ 1.05287263e-01 6.94460794e-02 -4.92894304e-02 -1.06934044e-01
-8.47176558e-02 -3.28083989e-01 1.16806161e-01 8.40795259e-03
1.37538986e-01 8.41970729e-02]
[ -9.99123073e-02 7.10293587e-03 -1.60712966e-02 2.06753290e-02
1.50801718e-02 -2.02660166e-01 -8.84313862e-02 -1.99283760e-02
1.32438315e-02 1.26589485e-01]
[ -1.39680507e-01 -5.52864792e-02 -1.95061654e-01 2.71625526e-03
-2.76862993e-01 -6.62534188e-03 -2.24862768e-02 -2.31257635e-02
8.20306600e-03 6.94589029e-02]
[ -2.64523877e-02 -5.84440125e-02 -7.30941372e-02 -1.23163262e-01
5.18645274e-01 2.74853978e-01 5.30830588e-01 1.13422277e-01
-1.78334174e-01 -3.68712749e-01]
[ -1.14031715e-02 -3.44676906e-01 -2.74651382e-02 -6.72735500e-02
6.44174752e-01 9.93111771e-02 4.85470384e-01 9.18646129e-02
3.32418049e-02 -3.73747999e-01]
[ 1.32002441e-02 -4.08504966e-01 -4.21540824e-02 -1.05943582e-01
6.74113978e-01 2.34106657e-02 4.62305053e-01 4.89417226e-02
-3.61451479e-01 -2.14982298e-01]
[ -1.57936262e-01 -5.41959884e-01 -4.36391773e-03 -1.89301623e-01
7.24437879e-01 -9.46159568e-02 5.72148707e-01 -8.15834614e-02
-5.69990714e-02 9.43271443e-02]
[ -2.80785846e-01 -3.50678447e-01 5.94997883e-02 -3.71932088e-02
8.93076399e-01 1.39256940e-01 3.73117580e-01 4.84580017e-02
-8.11411604e-02 -1.25733615e-01]
[ -1.87837894e-01 -2.42811540e-01 2.57223268e-01 -2.25221922e-01
6.08141004e-01 -4.97716607e-02 6.28844080e-01 1.44566547e-02
-2.42269939e-01 -1.14285298e-02]
[ -1.16520005e-01 -1.80997820e-01 -1.74942846e-01 -8.53974941e-02
4.40401706e-01 -2.34867248e-01 1.36861005e-01 1.70288975e-01
2.54241740e-03 -1.02819506e-01]
[ 1.24416661e-01 2.64960595e-01 1.70204843e-01 -7.22047180e-02
-1.34422875e-01 4.38096578e-02 -1.76468185e-01 2.84588187e-01
8.89860381e-02 1.92144667e-01]
[ 3.46137526e-01 3.00474773e-01 -8.49505171e-02 3.11651718e-01
-8.88296183e-01 -2.86175258e-01 -4.61177957e-01 1.77568279e-01
3.76775635e-01 -4.24506787e-02]
[ 5.08117492e-02 1.52251356e-01 2.54472837e-01 2.56439870e-01
-7.44656869e-02 -1.97327867e-01 -1.88877359e-01 -1.32549726e-01
-1.35482672e-01 -2.82008282e-01]
[ 2.82405199e-02 -4.29238231e-02 -1.16018727e-01 -4.74920618e-02
2.29913013e-01 3.94386069e-02 -1.91633806e-02 -1.83940522e-01
3.95017349e-02 2.15323238e-01]
[ 5.30614876e-04 -5.49321537e-02 -6.66302332e-02 -5.06672968e-02
-1.56995765e-02 -1.75807031e-01 8.95238043e-02 1.01815217e-02
3.75963935e-02 7.63377564e-03]
[ 2.94731304e-02 6.72246924e-02 2.45352780e-01 7.57568457e-02
-2.30639341e-01 -1.34482393e-01 1.14310589e-01 3.98827298e-02
-1.84548325e-01 1.11250153e-01]
[ 6.44473288e-02 9.45031765e-03 1.04657957e-01 -2.07857277e-03
-2.07766198e-01 7.25980421e-02 8.76915834e-02 -2.71173664e-01
-2.45170150e-02 -9.81258468e-02]
[ -2.07883325e-02 6.15863074e-02 8.01884837e-02 -4.28198631e-02
6.27435725e-03 1.85769447e-01 1.27122159e-01 1.17856953e-01
-3.10486831e-02 1.61541076e-01]
[ 2.11923095e-01 4.12509878e-02 2.46442520e-02 6.92210430e-02
9.02298815e-02 -1.83398065e-02 -1.34419313e-01 1.47750646e-01
-6.37732462e-02 -3.10647129e-02]
[ 3.41850904e-02 -3.95561486e-02 1.34215079e-02 2.99707253e-02
-3.72188351e-01 -1.19288157e-01 -1.82862460e-01 4.06911507e-02
1.11993058e-01 1.84701636e-01]
[ 2.49596117e-02 5.03699119e-01 1.12185026e-01 3.85262688e-01
-1.01062763e+00 -2.98339882e-01 -5.97563797e-01 -7.42750085e-02
2.65249433e-01 3.08560047e-01]
[ 1.75243030e-01 5.10637956e-01 6.18044036e-02 4.12433134e-01
-8.28203139e-01 -8.18516349e-02 -4.46764567e-01 1.50527094e-01
1.99030296e-01 4.83273292e-01]
[ 2.58598405e-01 2.97532175e-01 2.45959766e-01 1.43773826e-01
-4.00662770e-01 8.12309851e-02 -2.08034379e-01 1.62659661e-01
2.37194248e-01 7.64480978e-02]
[ -7.47337238e-02 2.12404559e-01 2.41151481e-01 1.41154653e-02
-2.87313016e-02 1.31642134e-01 -9.26135844e-02 -1.51435178e-02
-3.49917171e-02 4.89422959e-02]
[ -9.79239987e-02 -8.48819059e-03 2.49548764e-02 9.26908745e-02
-4.86939750e-02 1.16406169e-01 2.58722263e-01 2.03073819e-02
-2.75250132e-01 -9.40512897e-02]
[ -2.19376036e-01 -1.96816214e-02 -9.29158253e-02 -3.43912653e-01
1.80245029e-01 1.19864598e-01 1.00835539e-01 1.03601744e-01
-2.07368984e-01 3.23899069e-02]
[ 1.53079426e-02 -3.60157443e-01 -1.24966619e-01 -1.55391148e-01
3.53044739e-01 2.42557549e-02 1.60071290e-01 1.52985470e-01
-1.60227408e-01 -2.13889537e-01]
[ 1.42704664e-01 -1.73048511e-01 -1.41107303e-01 -1.98768328e-03
1.18020577e-01 -5.92423477e-02 5.05765446e-03 -1.49070126e-01
1.31914624e-01 -1.12994065e-01]
[ -1.21104206e-01 1.24365204e-01 2.58058552e-01 -2.36912314e-02
1.82387632e-01 8.79588668e-02 4.60147214e-03 -2.98646113e-01
-1.22865759e-01 -6.55255844e-02]
[ -3.53195072e-01 7.13301195e-02 1.03494936e-02 -3.48030480e-02
1.62916291e-01 -1.69073505e-01 -2.10663463e-02 2.34524041e-01
-9.57461691e-02 7.21128219e-02]
[ 1.47168937e-01 8.43695149e-02 -2.37845503e-01 -9.19790538e-02
1.21916058e-01 -2.92916551e-01 2.51214950e-02 -1.68167958e-01
-3.90184810e-03 -1.91108550e-01]
[ 2.04501034e-01 -1.67199279e-01 5.89713866e-02 -3.40914470e-02
1.04709510e-01 -2.90591607e-02 1.64582561e-02 -1.37527067e-01
1.03838500e-01 -1.90337685e-01]
[ -1.07286647e-01 -4.73670187e-02 1.19993191e-01 1.05092513e-01
4.93194184e-02 -1.10926164e-01 2.48407455e-01 -7.75088732e-02
1.82231270e-01 -7.49407582e-03]
[ 1.57845526e-02 -1.41772820e-01 2.11603342e-01 -2.22073287e-01
1.44242506e-02 1.07640189e-01 1.91896640e-02 -1.13904220e-01
3.70100547e-02 2.44919792e-01]]
[[ 0.57087625]
[ 1.44146414]
[ 0.26679561]
[ 0.81571186]
[-2.58344709]
[-0.27786966]
[-1.54252218]
[ 0.03878908]
[ 0.63964625]
[ 0.85861692]]
Progress: 23.1% ... Training loss: 0.306 ... Validation loss: 0.490[[ 1.53552957e-01 1.91259728e-01 -1.13545874e-01 9.54592185e-02
-4.82482795e-01 -6.64887257e-02 -4.14697603e-02 1.22804423e-01
-7.87333522e-02 1.76285203e-01]
[ 1.16633231e-02 1.57608386e-01 -2.12512439e-02 3.75067542e-02
1.07872575e-01 -4.36728550e-03 3.09409248e-01 4.10534314e-02
1.36222162e-01 -3.31970254e-02]
[ 1.80837474e-01 4.72996425e-01 1.81466759e-02 3.76096139e-02
2.05022452e-01 -3.95434034e-02 -5.52719259e-01 -3.66821913e-02
7.44699607e-02 2.98890552e-01]
[ -1.11612912e-02 -2.83950835e-01 -2.32379785e-01 4.93303484e-02
-2.79928993e-02 1.58942570e-01 1.15393879e-01 5.66044830e-02
3.19512537e-02 1.40210902e-01]
[ -1.30499487e-02 1.38525284e-01 -1.48828435e-01 3.40476062e-02
9.63053339e-02 -1.77162366e-01 5.67471297e-02 -1.20096276e-01
-1.92601909e-01 -5.07607713e-03]
[ -3.58126168e-01 -4.12481382e-01 -2.88740527e-01 1.57711953e-01
1.45493668e-01 4.35920744e-02 1.03503665e-01 -3.57447728e-02
-5.76357653e-03 1.94383619e-02]
[ -3.91173452e-03 -1.79794389e-01 9.69270861e-03 9.11975406e-02
-1.49889363e-02 -7.07028276e-02 1.74043926e-01 -1.89978666e-01
1.87497023e-01 3.10442075e-02]
[ 1.17684282e-01 -2.18717577e-01 3.56233263e-02 -6.23179506e-02
1.01389287e-01 -4.79875438e-02 5.37205661e-02 1.21822820e-01
7.97849632e-02 -1.82266800e-02]
[ -1.75350854e-01 -1.01074069e-01 -3.07054181e-01 -2.83964838e-02
1.47715563e-02 7.18198688e-02 -1.89292885e-01 -2.86666535e-02
2.54098419e-01 -1.33536037e-01]
[ 7.50274580e-02 -2.77234161e-01 9.69670832e-02 5.05069153e-02
6.79685105e-02 -1.18492607e-01 6.43968568e-02 -9.93957354e-02
2.81285179e-02 1.40469902e-01]
[ -8.76400601e-02 3.41853649e-02 -4.36203100e-03 -1.64743850e-01
6.86287180e-02 2.59100561e-02 1.26188192e-01 -1.03141818e-01
-2.77842451e-02 -1.37880998e-01]
[ -1.13798528e-01 -7.36305010e-02 -7.06334291e-02 -1.12551961e-02
3.77801462e-01 1.02393382e-01 3.95371839e-02 -1.61184867e-02
-1.71942086e-01 -2.12639993e-01]
[ -1.56450021e-01 5.22730026e-03 6.21736137e-02 2.24536097e-02
-1.73961743e-01 -2.19982265e-01 -1.79225683e-01 -1.96963308e-01
8.76352615e-02 1.74907295e-01]
[ -2.28543204e-01 -2.00716441e-01 1.15737524e-01 2.64732259e-01
-1.05857808e-01 -8.08409913e-02 -7.01809892e-02 -2.55650776e-01
-2.17617583e-01 -1.03653744e-02]
[ 1.14885524e-01 -8.37412587e-02 -1.81745837e-02 1.22032997e-01
-1.64637585e-02 -8.70497268e-02 1.43462856e-01 3.99594139e-03
3.28258803e-02 1.96670289e-02]
[ 3.29163191e-02 -6.25038588e-02 -2.13273639e-01 1.42969575e-01
-2.74892510e-02 8.85563064e-02 -6.62802447e-02 -2.02699845e-02
-9.79672099e-02 -1.06622673e-02]
[ -1.22761225e-01 -6.30607054e-02 -2.03932585e-01 1.53294399e-01
-7.06485219e-03 1.35050067e-01 9.99225603e-03 -2.50254470e-01
6.69342803e-02 -2.02536710e-01]
[ -7.43785158e-02 -4.57606644e-02 2.74103814e-01 9.15360556e-02
1.44020047e-01 -5.90035321e-02 -1.15984113e-01 1.20399647e-01
6.58887777e-02 2.52844309e-02]
[ 5.11331214e-02 -2.84505794e-02 8.60948912e-02 8.47574526e-02
8.56837564e-02 -1.62873378e-02 2.50231142e-01 1.20446365e-01
-3.57787791e-02 -6.88921914e-02]
[ 5.37767505e-03 -1.58482048e-01 -2.91722909e-01 -5.27166645e-02
2.16476104e-01 -9.00401088e-02 1.76670543e-01 1.64003597e-01
1.04945940e-01 -3.33225104e-02]
[ 5.17381245e-02 1.79236271e-03 -1.17010314e-01 4.38417882e-02
-8.92804684e-02 3.23107873e-01 2.52428914e-01 2.05351132e-01
-1.62551400e-01 -5.91455377e-02]
[ 4.67767006e-03 -1.68733010e-02 1.22407752e-01 1.06569142e-01
-1.16524016e-02 1.05624790e-01 -1.49704444e-01 -4.11638967e-02
2.11362216e-01 7.88524056e-02]
[ 1.04911434e-01 6.82390360e-02 -4.94484023e-02 -1.07492439e-01
-8.32326836e-02 -3.27942323e-01 1.17941367e-01 8.38153620e-03
1.37149561e-01 8.35957764e-02]
[ -1.00198543e-01 6.32642159e-03 -1.61648537e-02 2.02825920e-02
1.62603335e-02 -2.02535919e-01 -8.76228133e-02 -1.99468138e-02
1.29594978e-02 1.26186364e-01]
[ -1.39516172e-01 -5.50259480e-02 -1.94989803e-01 2.96320307e-03
-2.77553712e-01 -6.70567776e-03 -2.28923696e-02 -2.31141146e-02
8.38921245e-03 6.96875460e-02]
[ -2.62884563e-02 -5.81724433e-02 -7.30155697e-02 -1.22892218e-01
5.17851249e-01 2.74766388e-01 5.30496613e-01 1.13434764e-01
-1.78123051e-01 -3.68452464e-01]
[ -1.13353542e-02 -3.44681994e-01 -2.74249354e-02 -6.71561164e-02
6.43828595e-01 9.92703096e-02 4.85424356e-01 9.18697262e-02
3.33375064e-02 -3.73683174e-01]
[ 1.34022754e-02 -4.08281275e-01 -4.20586429e-02 -1.05652098e-01
6.73230813e-01 2.33108729e-02 4.61977564e-01 4.89551325e-02
-3.61227018e-01 -2.14686508e-01]
[ -1.58030365e-01 -5.42379287e-01 -4.41207410e-03 -1.89447800e-01
7.24762041e-01 -9.45686066e-02 5.72500417e-01 -8.15898340e-02
-5.71310243e-02 9.41896241e-02]
[ -2.80600366e-01 -3.50497100e-01 5.96019309e-02 -3.68759527e-02
8.91988025e-01 1.39150737e-01 3.72752460e-01 4.84725755e-02
-8.09028409e-02 -1.25428418e-01]
[ -1.87939614e-01 -2.43329544e-01 2.57209683e-01 -2.25260316e-01
6.08287595e-01 -4.97533040e-02 6.29326774e-01 1.44543784e-02
-2.42316424e-01 -1.14257857e-02]
[ -1.16474039e-01 -1.80902760e-01 -1.74921079e-01 -8.53267805e-02
4.40175173e-01 -2.34890025e-01 1.36760645e-01 1.70292322e-01
2.59947556e-03 -1.02744446e-01]
[ 1.24416661e-01 2.64960595e-01 1.70204843e-01 -7.22047180e-02
-1.34422875e-01 4.38096578e-02 -1.76468185e-01 2.84588187e-01
8.89860381e-02 1.92144667e-01]
[ 3.43495891e-01 2.94468703e-01 -8.61462071e-02 3.07645484e-01
-8.77840449e-01 -2.84893289e-01 -4.54628653e-01 1.77379081e-01
3.74011072e-01 -4.64418742e-02]
[ 5.06858645e-02 1.52107219e-01 2.54414938e-01 2.56279363e-01
-7.39799603e-02 -1.97265358e-01 -1.88568196e-01 -1.32557853e-01
-1.35628453e-01 -2.82204083e-01]
[ 2.82747669e-02 -4.28283379e-02 -1.16001496e-01 -4.74416704e-02
2.29757960e-01 3.94242753e-02 -1.92637595e-02 -1.83939650e-01
3.95385888e-02 2.15394373e-01]
[ 7.07572159e-04 -5.44710063e-02 -6.65478144e-02 -5.04156043e-02
-1.64289666e-02 -1.75893674e-01 8.90272323e-02 1.01933971e-02
3.77779931e-02 7.89228967e-03]
[ 2.92202576e-02 6.64660702e-02 2.45230329e-01 7.53454960e-02
-2.29251604e-01 -1.34355582e-01 1.15067921e-01 3.98632540e-02
-1.84874058e-01 1.10816492e-01]
[ 6.43384317e-02 9.16036114e-03 1.04608947e-01 -2.24435961e-03
-2.07269096e-01 7.26508575e-02 8.79599556e-02 -2.71180388e-01
-2.46452832e-02 -9.82974449e-02]
[ -2.00261735e-02 6.34473077e-02 8.05470467e-02 -4.17232370e-02
3.04543979e-03 1.85396602e-01 1.25082309e-01 1.17909664e-01
-3.02016271e-02 1.62635536e-01]
[ 2.12041015e-01 4.14560922e-02 2.46766295e-02 6.93039973e-02
8.99311769e-02 -1.83742052e-02 -1.34754662e-01 1.47754909e-01
-6.37052553e-02 -3.09410967e-02]
[ 3.42002176e-02 -3.94328373e-02 1.34371728e-02 2.99883008e-02
-3.72324406e-01 -1.19278382e-01 -1.82834916e-01 4.06897010e-02
1.12027669e-01 1.84785826e-01]
[ 2.45348089e-02 5.02438073e-01 1.11993930e-01 3.84781372e-01
-1.00946652e+00 -2.98177717e-01 -5.96274501e-01 -7.43004669e-02
2.64798708e-01 3.07889219e-01]
[ 1.75882071e-01 5.12004990e-01 6.20969301e-02 4.13308681e-01
-8.30703936e-01 -8.21662876e-02 -4.48421930e-01 1.50569185e-01
1.99743417e-01 4.84211764e-01]
[ 2.58179301e-01 2.96523645e-01 2.45768131e-01 1.43185530e-01
-3.98789617e-01 8.14333431e-02 -2.06976917e-01 1.62632845e-01
2.36729828e-01 7.58298329e-02]
[ -7.47072188e-02 2.12479171e-01 2.41161785e-01 1.41571334e-02
-2.88524593e-02 1.31625919e-01 -9.26882949e-02 -1.51415000e-02
-3.49514526e-02 4.89936264e-02]
[ -9.78357048e-02 -8.20144690e-03 2.50048164e-02 9.28307815e-02
-4.91793730e-02 1.16346660e-01 2.58422351e-01 2.03146991e-02
-2.75129642e-01 -9.38742543e-02]
[ -2.19350975e-01 -1.96148888e-02 -9.29053157e-02 -3.43877093e-01
1.80126106e-01 1.19851734e-01 1.00764433e-01 1.03603436e-01
-2.07339737e-01 3.24270356e-02]
[ 1.52332943e-02 -3.60355463e-01 -1.25005317e-01 -1.55496593e-01
3.53332566e-01 2.42933842e-02 1.60265662e-01 1.52980804e-01
-1.60315924e-01 -2.13999890e-01]
[ 1.42913496e-01 -1.72554435e-01 -1.40976078e-01 -1.59195812e-03
1.16115025e-01 -5.93916492e-02 4.43327792e-03 -1.49059486e-01
1.32227190e-01 -1.12644533e-01]
[ -1.19223184e-01 1.28434401e-01 2.58960298e-01 -2.10364055e-02
1.74705971e-01 8.70355919e-02 8.91061090e-05 -2.98513566e-01
-1.20717331e-01 -6.26857868e-02]
[ -3.53256656e-01 7.10655716e-02 1.03406819e-02 -3.48306979e-02
1.63030130e-01 -1.69068019e-01 -2.08259541e-02 2.34522928e-01
-9.57693152e-02 7.20732307e-02]
[ 1.46468137e-01 8.26268718e-02 -2.38170797e-01 -9.30539175e-02
1.25097154e-01 -2.92576696e-01 2.69007267e-02 -1.68219864e-01
-4.73669240e-03 -1.92241198e-01]
[ 2.04296544e-01 -1.68013349e-01 5.88944262e-02 -3.43771016e-02
1.05707411e-01 -2.89718862e-02 1.72372747e-02 -1.37539299e-01
1.03611248e-01 -1.90658382e-01]
[ -1.07201664e-01 -4.72307898e-02 1.20034019e-01 1.05207107e-01
4.89230020e-02 -1.10970704e-01 2.48194782e-01 -7.75024717e-02
1.82321583e-01 -7.36627454e-03]
[ 1.28834607e-02 -1.48947097e-01 2.10240046e-01 -2.26293916e-01
2.56215412e-02 1.09057739e-01 2.67794707e-02 -1.14107350e-01
3.38954434e-02 2.40606162e-01]]
[[ 0.56330697]
[ 1.43532261]
[ 0.26283521]
[ 0.80928413]
[-2.58448354]
[-0.28294664]
[-1.54581 ]
[ 0.03176822]
[ 0.63184297]
[ 0.85175188]]
Progress: 23.1% ... Training loss: 0.311 ... Validation loss: 0.499[[ 1.54905418e-01 1.94352731e-01 -1.12862876e-01 9.75746856e-02
-4.88573067e-01 -6.71799523e-02 -4.50806768e-02 1.22890165e-01
-7.70445534e-02 1.78595362e-01]
[ 1.16347649e-02 1.57542722e-01 -2.12623499e-02 3.74687276e-02
1.07989761e-01 -4.35868619e-03 3.09518572e-01 4.10517881e-02
1.36193746e-01 -3.32364315e-02]
[ 1.80828104e-01 4.73651294e-01 1.81026258e-02 3.72597234e-02
2.06130129e-01 -3.93602426e-02 -5.53305001e-01 -3.66857015e-02
7.45257231e-02 2.98656691e-01]
[ -1.43485021e-02 -2.92600158e-01 -2.33862992e-01 4.47204739e-02
-1.34029723e-02 1.60406366e-01 1.24307900e-01 5.64286469e-02
2.84461043e-02 1.35525863e-01]
[ -1.03578681e-02 1.45261882e-01 -1.47400400e-01 3.82847422e-02
8.48478748e-02 -1.78559455e-01 4.95714106e-02 -1.19927903e-01
-1.89358096e-01 -1.02910792e-03]
[ -3.58457517e-01 -4.13548148e-01 -2.88829020e-01 1.57519058e-01
1.45909455e-01 4.36826451e-02 1.04627550e-01 -3.57559809e-02
-6.08464840e-03 1.91088683e-02]
[ -6.77744772e-04 -1.72402064e-01 1.11123709e-02 9.57266880e-02
-2.79215739e-02 -7.22513219e-02 1.65961441e-01 -1.89804478e-01
1.91084517e-01 3.58803726e-02]
[ 1.18753948e-01 -2.16230252e-01 3.61949115e-02 -6.06615848e-02
9.64375532e-02 -4.85355095e-02 5.07734608e-02 1.21892369e-01
8.12007973e-02 -1.65861776e-02]
[ -1.74620807e-01 -9.96960769e-02 -3.06731034e-01 -2.73062883e-02
1.13400766e-02 7.14401370e-02 -1.90804489e-01 -2.86236587e-02
2.54955191e-01 -1.32533847e-01]
[ 7.89896252e-02 -2.68339957e-01 9.88348976e-02 5.63206841e-02
5.07511313e-02 -1.20434665e-01 5.44332962e-02 -9.91656854e-02
3.27554263e-02 1.46445470e-01]
[ -8.72121815e-02 3.51372157e-02 -4.16942565e-03 -1.64070028e-01
6.64237091e-02 2.56651949e-02 1.25283602e-01 -1.03118425e-01
-2.72886005e-02 -1.37261111e-01]
[ -1.13486221e-01 -7.32856806e-02 -7.04679478e-02 -1.06599731e-02
3.76323786e-01 1.02194679e-01 3.89880250e-02 -1.60964060e-02
-1.71525611e-01 -2.12086084e-01]
[ -1.56450021e-01 5.22730026e-03 6.21736137e-02 2.24536097e-02
-1.73961743e-01 -2.19982265e-01 -1.79225683e-01 -1.96963308e-01
8.76352615e-02 1.74907295e-01]
[ -2.28219730e-01 -2.00212900e-01 1.15950329e-01 2.65409514e-01
-1.08160386e-01 -8.10747638e-02 -7.08832681e-02 -2.55625582e-01
-2.17198092e-01 -9.72771741e-03]
[ 1.14783931e-01 -8.39555460e-02 -1.82097420e-02 1.21948214e-01
-1.61346068e-02 -8.70029251e-02 1.43794119e-01 3.99117505e-03
3.27258421e-02 1.95164293e-02]
[ 3.21954706e-02 -6.42800194e-02 -2.13617800e-01 1.41943917e-01
-2.43158268e-02 8.89147965e-02 -6.43721139e-02 -2.03107172e-02
-9.87981407e-02 -1.17348013e-02]
[ -1.20481884e-01 -5.75702552e-02 -2.02894574e-01 1.56550231e-01
-1.62990764e-02 1.33901710e-01 4.01633800e-03 -2.50133176e-01
6.95077014e-02 -1.99046630e-01]
[ -7.30139410e-02 -4.27735917e-02 2.74682686e-01 9.34099396e-02
1.38468053e-01 -5.96123094e-02 -1.19138421e-01 1.20476198e-01
6.73769965e-02 2.72741946e-02]
[ 5.12545470e-02 -2.81026228e-02 8.61524046e-02 8.49355097e-02
8.52066834e-02 -1.63501199e-02 2.49859499e-01 1.20454116e-01
-3.56279818e-02 -6.87337171e-02]
[ 5.42067727e-03 -1.58419811e-01 -2.91733322e-01 -5.27638012e-02
2.16465524e-01 -9.00331304e-02 1.76434649e-01 1.64003298e-01
1.04983252e-01 -3.33173028e-02]
[ 5.23650942e-02 3.05122016e-03 -1.16632671e-01 4.49177499e-02
-9.23588827e-02 3.22773930e-01 2.50849011e-01 2.05395191e-01
-1.61666203e-01 -5.81463517e-02]
[ 4.58583582e-03 -1.70159590e-02 1.22371462e-01 1.06450012e-01
-1.13835149e-02 1.05655406e-01 -1.49338285e-01 -4.11681647e-02
2.11274683e-01 7.87137834e-02]
[ 1.05044754e-01 6.83964649e-02 -4.93990593e-02 -1.07303838e-01
-8.38243033e-02 -3.28011487e-01 1.17785645e-01 8.38934663e-03
1.37296951e-01 8.37707802e-02]
[ -9.98326909e-02 7.20850309e-03 -1.59963424e-02 2.08454379e-02
1.45710058e-02 -2.02726554e-01 -8.86340091e-02 -1.99249751e-02
1.33898663e-02 1.26731664e-01]
[ -1.39157502e-01 -5.43915922e-02 -1.94820578e-01 3.51028778e-03
-2.79289427e-01 -6.88675472e-03 -2.37283714e-02 -2.30930231e-02
8.81454618e-03 7.01979928e-02]
[ -2.59264958e-02 -5.76011039e-02 -7.28588414e-02 -1.22325065e-01
5.16144508e-01 2.74563127e-01 5.29738628e-01 1.13456724e-01
-1.77675131e-01 -3.67926430e-01]
[ -1.16925299e-02 -3.45642480e-01 -2.75978743e-02 -6.76825013e-02
6.45464956e-01 9.94529227e-02 4.86388009e-01 9.18489696e-02
3.29186089e-02 -3.74253313e-01]
[ 1.33380704e-02 -4.08842548e-01 -4.20861992e-02 -1.05717760e-01
6.73261237e-01 2.33308742e-02 4.62501324e-01 4.89530349e-02
-3.61332495e-01 -2.14749556e-01]
[ -1.57796475e-01 -5.42040340e-01 -4.32541771e-03 -1.89102943e-01
7.23957382e-01 -9.46891335e-02 5.72178472e-01 -8.15781566e-02
-5.68569983e-02 9.45493015e-02]
[ -2.80525016e-01 -3.50383473e-01 5.96451299e-02 -3.67433945e-02
8.91577290e-01 1.39108251e-01 3.72563379e-01 4.84777783e-02
-8.08010528e-02 -1.25297255e-01]
[ -1.87843318e-01 -2.43124249e-01 2.57259613e-01 -2.25102508e-01
6.07887507e-01 -4.98069671e-02 6.29150477e-01 1.44601100e-02
-2.42204002e-01 -1.12627247e-02]
[ -1.16377222e-01 -1.80705603e-01 -1.74873205e-01 -8.51846845e-02
4.39818763e-01 -2.34941827e-01 1.36515522e-01 1.70298024e-01
2.70592004e-03 -1.02593224e-01]
[ 1.23673430e-01 2.63312346e-01 1.69840648e-01 -7.33250966e-02
-1.31096337e-01 4.41924438e-02 -1.74509830e-01 2.84544401e-01
8.81240450e-02 1.90970364e-01]
[ 3.44568908e-01 2.97250198e-01 -8.56326330e-02 3.09169211e-01
-8.81999725e-01 -2.85434730e-01 -4.57655805e-01 1.77441873e-01
3.75252281e-01 -4.47895656e-02]
[ 5.08272254e-02 1.52398514e-01 2.54483393e-01 2.56501093e-01
-7.46888474e-02 -1.97340400e-01 -1.88955702e-01 -1.32549675e-01
-1.35454683e-01 -2.82017455e-01]
[ 2.85042295e-02 -4.21372571e-02 -1.15881112e-01 -4.70489381e-02
2.28650390e-01 3.92882623e-02 -1.99309855e-02 -1.83924346e-01
3.98242557e-02 2.15779609e-01]
[ 1.29796869e-03 -5.28946067e-02 -6.62635886e-02 -4.95442915e-02
-1.89849275e-02 -1.76185299e-01 8.74122979e-02 1.02284900e-02
3.84518461e-02 8.75599312e-03]
[ 3.00459577e-02 6.83855139e-02 2.45611044e-01 7.65176710e-02
-2.32865233e-01 -1.34765784e-01 1.12913866e-01 3.99079420e-02
-1.83951122e-01 1.12079379e-01]
[ 6.43675173e-02 9.29246614e-03 1.04618830e-01 -2.21702169e-03
-2.07353350e-01 7.26359085e-02 8.78567780e-02 -2.71181350e-01
-2.46264435e-02 -9.82711950e-02]
[ -1.93402386e-02 6.50434613e-02 8.08881058e-02 -4.06574116e-02
-3.16437926e-04 1.85030916e-01 1.23178141e-01 1.17950147e-01
-2.93880870e-02 1.63685184e-01]
[ 2.11767961e-01 4.07191152e-02 2.45507654e-02 6.88833204e-02
9.11164194e-02 -1.82341028e-02 -1.33998053e-01 1.47738350e-01
-6.40104085e-02 -3.13816067e-02]
[ 3.47616286e-02 -3.80790137e-02 1.36750069e-02 3.07791510e-02
-3.74765280e-01 -1.19534585e-01 -1.84227320e-01 4.07200728e-02
1.12637184e-01 1.85564237e-01]
[ 2.54490736e-02 5.04236261e-01 1.12413142e-01 3.86096518e-01
-1.01313099e+00 -2.98563411e-01 -5.98431626e-01 -7.42454658e-02
2.65941621e-01 3.09333861e-01]
[ 1.75727478e-01 5.11653490e-01 6.20237513e-02 4.13093086e-01
-8.30243887e-01 -8.20880248e-02 -4.48031421e-01 1.50561097e-01
1.99569563e-01 4.83976896e-01]
[ 2.57976224e-01 2.96057148e-01 2.45679332e-01 1.42893436e-01
-3.97959171e-01 8.15334767e-02 -2.06382579e-01 1.62620989e-01
2.36492140e-01 7.55047223e-02]
[ -7.47836727e-02 2.12384708e-01 2.41147020e-01 1.41024338e-02
-2.86672195e-02 1.31649895e-01 -9.25316242e-02 -1.51440100e-02
-3.50042700e-02 4.89304288e-02]
[ -9.77191257e-02 -7.91342567e-03 2.50581066e-02 9.30075611e-02
-4.97276215e-02 1.16286672e-01 2.58110539e-01 2.03212551e-02
-2.75000029e-01 -9.36923280e-02]
[ -2.18973878e-01 -1.86962467e-02 -9.27149524e-02 -3.43301246e-01
1.78455963e-01 1.19653382e-01 9.97605933e-02 1.03625730e-01
-2.06905631e-01 3.30260527e-02]
[ 1.53988134e-02 -3.60118155e-01 -1.24915502e-01 -1.55196224e-01
3.52372028e-01 2.41868221e-02 1.59918287e-01 1.52991907e-01
-1.60109578e-01 -2.13741165e-01]
[ 1.43827428e-01 -1.70465599e-01 -1.40547297e-01 -1.95472403e-04
1.11445612e-01 -5.98710866e-02 1.92415708e-03 -1.49012765e-01
1.33321265e-01 -1.11267168e-01]
[ -1.18540867e-01 1.29956803e-01 2.59347494e-01 -1.98466321e-02
1.71172363e-01 8.66110133e-02 -1.68293792e-03 -2.98467067e-01
-1.19826355e-01 -6.15036009e-02]
[ -3.52887750e-01 7.19251619e-02 1.05226242e-02 -3.42563207e-02
1.61107419e-01 -1.69271419e-01 -2.15994662e-02 2.34548030e-01
-9.53313155e-02 7.26524465e-02]
[ 1.46696762e-01 8.25057943e-02 -2.38051587e-01 -9.26894596e-02
1.24409040e-01 -2.92678385e-01 2.68521723e-02 -1.68205022e-01
-4.39516486e-03 -1.91941279e-01]
[ 2.05323686e-01 -1.65614037e-01 5.93077354e-02 -3.30299707e-02
1.02233832e-01 -2.94309906e-02 1.48346699e-02 -1.37482809e-01
1.04692192e-01 -1.89215896e-01]
[ -1.06755453e-01 -4.62715776e-02 1.20229783e-01 1.05826838e-01
4.71397093e-02 -1.11161225e-01 2.46994369e-01 -7.74783607e-02
1.82815875e-01 -6.65563565e-03]
[ 1.39186809e-02 -1.46464497e-01 2.10739744e-01 -2.24703058e-01
2.07921957e-02 1.08530848e-01 2.40684098e-02 -1.14045592e-01
3.50946566e-02 2.42163714e-01]]
[[ 0.58174198]
[ 1.45279977]
[ 0.28234491]
[ 0.82943661]
[-2.56788265]
[-0.26881354]
[-1.5268947 ]
[ 0.04592533]
[ 0.65125597]
[ 0.86995844]]
Progress: 23.2% ... Training loss: 0.298 ... Validation loss: 0.473[[ 1.55536907e-01 1.94863715e-01 -1.12622930e-01 9.84258084e-02
-4.91274687e-01 -6.74803418e-02 -4.63415914e-02 1.22941137e-01
-7.61568368e-02 1.79175410e-01]
[ 1.12912053e-02 1.56628153e-01 -2.14244169e-02 3.70042566e-02
1.09355076e-01 -4.20446472e-03 3.10408049e-01 4.10250772e-02
1.35804405e-01 -3.37572155e-02]
[ 1.80471025e-01 4.72452085e-01 1.75146189e-02 3.55594568e-02
2.10892268e-01 -3.88721379e-02 -5.53009829e-01 -3.67761973e-02
7.37109585e-02 2.96914192e-01]
[ -1.51536139e-02 -2.93861100e-01 -2.34191252e-01 4.35038868e-02
-9.42631410e-03 1.60860980e-01 1.26555048e-01 5.63756458e-02
2.73686575e-02 1.34578166e-01]
[ -1.26381113e-02 1.39018996e-01 -1.48345946e-01 3.49963733e-02
9.48077137e-02 -1.77602354e-01 5.58123696e-02 -1.20093734e-01
-1.91755357e-01 -4.69713772e-03]
[ -3.57906481e-01 -4.13172714e-01 -2.88483615e-01 1.58589253e-01
1.42532762e-01 4.33132587e-02 1.03705697e-01 -3.57002541e-02
-5.29890566e-03 2.01023051e-02]
[ 4.00272734e-04 -1.69633757e-01 1.15986172e-02 9.72872417e-02
-3.26225249e-02 -7.27724224e-02 1.62677713e-01 -1.89716672e-01
1.92355896e-01 3.73465554e-02]
[ 1.18204750e-01 -2.18852966e-01 3.57907474e-02 -6.18631728e-02
9.97898021e-02 -4.81988451e-02 5.26546827e-02 1.21828922e-01
8.05212254e-02 -1.79108758e-02]
[ -1.74640036e-01 -9.99532144e-02 -3.06729617e-01 -2.72918625e-02
1.10477531e-02 7.14280608e-02 -1.90783100e-01 -2.86243949e-02
2.54929237e-01 -1.32515645e-01]
[ 7.99194440e-02 -2.68091386e-01 9.92047282e-02 5.75497042e-02
4.67211615e-02 -1.20940016e-01 5.22975227e-02 -9.90996204e-02
3.39322822e-02 1.47459459e-01]
[ -8.70949795e-02 3.52805984e-02 -4.11935816e-03 -1.63890062e-01
6.58147666e-02 2.56074328e-02 1.25025941e-01 -1.03106706e-01
-2.71365062e-02 -1.37135703e-01]
[ -1.13472614e-01 -7.34137446e-02 -7.04589415e-02 -1.06253734e-02
3.75944980e-01 1.02191894e-01 3.90784895e-02 -1.60948403e-02
-1.71502966e-01 -2.12072358e-01]
[ -1.56450021e-01 5.22730026e-03 6.21736137e-02 2.24536097e-02
-1.73961743e-01 -2.19982265e-01 -1.79225683e-01 -1.96963308e-01
8.76352615e-02 1.74907295e-01]
[ -2.28334625e-01 -2.00820655e-01 1.15936277e-01 2.65375371e-01
-1.08087513e-01 -8.10622592e-02 -7.05180843e-02 -2.55628374e-01
-2.17259960e-01 -9.82241228e-03]
[ 1.15281111e-01 -8.32713741e-02 -1.79529349e-02 1.22773316e-01
-1.88034555e-02 -8.72922169e-02 1.42836827e-01 4.03378522e-03
3.33611259e-02 2.03354799e-02]
[ 3.24211904e-02 -6.39043646e-02 -2.13486733e-01 1.42304147e-01
-2.53054755e-02 8.87825516e-02 -6.48280502e-02 -2.02884713e-02
-9.84864166e-02 -1.13730715e-02]
[ -1.20638618e-01 -5.78731883e-02 -2.02960755e-01 1.56353409e-01
-1.56323751e-02 1.33964307e-01 4.30160348e-03 -2.50145029e-01
6.93415044e-02 -1.99233777e-01]
[ -7.27084559e-02 -4.18980675e-02 2.74779129e-01 9.38845060e-02
1.37126879e-01 -5.97575083e-02 -1.20083085e-01 1.20501840e-01
6.76980704e-02 2.76160614e-02]
[ 5.20555648e-02 -2.61401377e-02 8.65438069e-02 8.60353592e-02
8.17304206e-02 -1.67150010e-02 2.47529782e-01 1.20515751e-01
-3.46939595e-02 -6.76155660e-02]
[ 3.25761657e-03 -1.64319607e-01 -2.92945140e-01 -5.63430185e-02
2.26776958e-01 -8.89554100e-02 1.81946391e-01 1.63805436e-01
1.02340122e-01 -3.69154839e-02]
[ 5.39664459e-02 6.02519820e-03 -1.15874340e-01 4.71993445e-02
-9.91323755e-02 3.22071445e-01 2.47297534e-01 2.05520125e-01
-1.59813600e-01 -5.59459931e-02]
[ 4.45206116e-03 -1.70626303e-02 1.22349283e-01 1.06342917e-01
-1.09860661e-02 1.05680082e-01 -1.49034020e-01 -4.11697223e-02
2.11228879e-01 7.85672994e-02]
[ 1.05081718e-01 6.85862073e-02 -4.93762967e-02 -1.07255997e-01
-8.42489916e-02 -3.28024822e-01 1.17696435e-01 8.39055192e-03
1.37307592e-01 8.38174498e-02]
[ -9.96593857e-02 7.38840868e-03 -1.59080114e-02 2.11321011e-02
1.37179052e-02 -2.02827297e-01 -8.91247499e-02 -1.99090106e-02
1.36074556e-02 1.27029790e-01]
[ -1.39169435e-01 -5.45120102e-02 -1.94822587e-01 3.49530481e-03
-2.79228388e-01 -6.88197075e-03 -2.36787587e-02 -2.30938460e-02
8.80020434e-03 7.01916700e-02]
[ -2.60026263e-02 -5.77788959e-02 -7.28864456e-02 -1.22411522e-01
5.16487692e-01 2.74591825e-01 5.29923109e-01 1.13451595e-01
-1.77751909e-01 -3.68050200e-01]
[ -1.21107216e-02 -3.46718224e-01 -2.78105459e-02 -6.83200261e-02
6.47386425e-01 9.96589896e-02 4.87515810e-01 9.18159257e-02
3.24227638e-02 -3.74907375e-01]
[ 1.32061199e-02 -4.09271854e-01 -4.21289870e-02 -1.05842802e-01
6.73621002e-01 2.33715842e-02 4.62967872e-01 4.89465637e-02
-3.61439168e-01 -2.14920255e-01]
[ -1.57732607e-01 -5.42096542e-01 -4.28358309e-03 -1.88972723e-01
7.23531649e-01 -9.47300861e-02 5.72134455e-01 -8.15719778e-02
-5.67561330e-02 9.46928355e-02]
[ -2.80685464e-01 -3.50844309e-01 5.96145755e-02 -3.68628998e-02
8.91968494e-01 1.39142816e-01 3.72985101e-01 4.84713522e-02
-8.08734547e-02 -1.25392665e-01]
[ -1.88333834e-01 -2.44448297e-01 2.57022690e-01 -2.25816837e-01
6.09798005e-01 -4.95842404e-02 6.30535200e-01 1.44209605e-02
-2.42758431e-01 -1.19817248e-02]
[ -1.16055923e-01 -1.80073531e-01 -1.74731124e-01 -8.47134851e-02
4.38498292e-01 -2.35094035e-01 1.35703493e-01 1.70323754e-01
3.06605158e-03 -1.02109303e-01]
[ 1.24263915e-01 2.64706561e-01 1.70131902e-01 -7.24710207e-02
-1.33667413e-01 4.39129999e-02 -1.76046759e-01 2.84591883e-01
8.87904003e-02 1.91852393e-01]
[ 3.43637834e-01 2.94378749e-01 -8.62188286e-02 3.07454739e-01
-8.76748860e-01 -2.84943512e-01 -4.55349893e-01 1.77345132e-01
3.74058106e-01 -4.65311956e-02]
[ 5.07724374e-02 1.52154462e-01 2.54461466e-01 2.56429920e-01
-7.44897592e-02 -1.97314157e-01 -1.88793465e-01 -1.32554187e-01
-1.35515387e-01 -2.82123456e-01]
[ 2.86835122e-02 -4.19088482e-02 -1.15804496e-01 -4.67827721e-02
2.27821321e-01 3.92032601e-02 -2.02948137e-02 -1.83909791e-01
4.00164725e-02 2.16047587e-01]
[ 1.54517336e-03 -5.23273496e-02 -6.61415696e-02 -4.91903593e-02
-2.00847041e-02 -1.76298700e-01 8.67508413e-02 1.02481934e-02
3.87179921e-02 9.12297298e-03]
[ 3.01508188e-02 6.87568764e-02 2.45601892e-01 7.66879777e-02
-2.33455605e-01 -1.34814100e-01 1.12619792e-01 3.99172704e-02
-1.83838228e-01 1.12171521e-01]
[ 6.50757022e-02 1.10365894e-02 1.04940545e-01 -1.20723477e-03
-2.10565365e-01 7.23130286e-02 8.59504445e-02 -2.71131198e-01
-2.38646662e-02 -9.72382167e-02]
[ -1.86113539e-02 6.67389505e-02 8.12129376e-02 -3.96143544e-02
-3.42204140e-03 1.84690765e-01 1.21353757e-01 1.18004330e-01
-2.85598754e-02 1.64734214e-01]
[ 2.11685203e-01 4.03743218e-02 2.45343071e-02 6.88083604e-02
9.12790058e-02 -1.82117632e-02 -1.33858581e-01 1.47735440e-01
-6.40555117e-02 -3.14533926e-02]
[ 3.50224614e-02 -3.73530887e-02 1.38054166e-02 3.11652281e-02
-3.75899909e-01 -1.19668026e-01 -1.84900962e-01 4.07416163e-02
1.12918375e-01 1.85947761e-01]
[ 2.58087843e-02 5.04492622e-01 1.12612995e-01 3.86487555e-01
-1.01430709e+00 -2.98657792e-01 -5.99097630e-01 -7.42189371e-02
2.66369543e-01 3.09643753e-01]
[ 1.75830171e-01 5.11989146e-01 6.21202191e-02 4.13331733e-01
-8.31154643e-01 -8.22115072e-02 -4.48321957e-01 1.50577871e-01
1.99803033e-01 4.84199028e-01]
[ 2.58113494e-01 2.96368529e-01 2.45740458e-01 1.43118416e-01
-3.98695502e-01 8.14705161e-02 -2.06777601e-01 1.62630548e-01
2.36627494e-01 7.56658495e-02]
[ -7.48938755e-02 2.12139859e-01 2.41098068e-01 1.39561345e-02
-2.82231761e-02 1.31696446e-01 -9.22763065e-02 -1.51516059e-02
-3.51227543e-02 4.87692772e-02]
[ -9.74616394e-02 -7.30964649e-03 2.51746349e-02 9.33767051e-02
-5.08961603e-02 1.16165585e-01 2.57421940e-01 2.03412182e-02
-2.74709133e-01 -9.32996656e-02]
[ -2.19061329e-01 -1.89154134e-02 -9.27533721e-02 -3.43413734e-01
1.78785629e-01 1.19685752e-01 9.99840727e-02 1.03619477e-01
-2.06997151e-01 3.29087098e-02]
[ 1.49408888e-02 -3.61272057e-01 -1.25139688e-01 -1.55859017e-01
3.54322406e-01 2.43871417e-02 1.61100478e-01 1.52957807e-01
-1.60599301e-01 -2.14415118e-01]
[ 1.43091961e-01 -1.72825961e-01 -1.41044982e-01 -1.64524449e-03
1.15656702e-01 -5.94586295e-02 3.66233405e-03 -1.49099361e-01
1.32328977e-01 -1.12675544e-01]
[ -1.19701069e-01 1.27157032e-01 2.58790226e-01 -2.15060920e-02
1.75924441e-01 8.71358818e-02 1.09426793e-03 -2.98553009e-01
-1.21122097e-01 -6.32639732e-02]
[ -3.50255380e-01 7.72086944e-02 1.18464300e-02 -3.03366375e-02
1.49637458e-01 -1.70520142e-01 -2.78122459e-02 2.34763717e-01
-9.21791159e-02 7.65390257e-02]
[ 1.46532418e-01 8.20539640e-02 -2.38143248e-01 -9.29647171e-02
1.25170941e-01 -2.92598049e-01 2.73294145e-02 -1.68218029e-01
-4.61167644e-03 -1.92223579e-01]
[ 2.05772095e-01 -1.64734904e-01 5.95723235e-02 -3.23485304e-02
1.00160501e-01 -2.96890269e-02 1.37577189e-02 -1.37439256e-01
1.05242321e-01 -1.88612900e-01]
[ -1.06987036e-01 -4.69058018e-02 1.20129518e-01 1.05534363e-01
4.79816838e-02 -1.11062299e-01 2.47519688e-01 -7.74937170e-02
1.82576937e-01 -6.99409326e-03]
[ 1.41901242e-02 -1.46117084e-01 2.10827133e-01 -2.24183631e-01
1.87507251e-02 1.08355121e-01 2.35372267e-02 -1.14024581e-01
3.54874026e-02 2.42616768e-01]]
[[ 0.58349914]
[ 1.45664497]
[ 0.28801209]
[ 0.83372619]
[-2.56699676]
[-0.26418088]
[-1.52311641]
[ 0.05105566]
[ 0.65416323]
[ 0.87540928]]
Progress: 23.2% ... Training loss: 0.300 ... Validation loss: 0.473[[ 1.54755269e-01 1.92195347e-01 -1.13030781e-01 9.72299644e-02
-4.88170793e-01 -6.71077245e-02 -4.39844091e-02 1.22877902e-01
-7.68528553e-02 1.77971210e-01]
[ 1.16501456e-02 1.57526905e-01 -2.12541846e-02 3.75308620e-02
1.07842076e-01 -4.35157964e-03 3.09449872e-01 4.10538585e-02
1.36204297e-01 -3.32062193e-02]
[ 1.80166165e-01 4.71712469e-01 1.73848057e-02 3.50100868e-02
2.11646154e-01 -3.86646602e-02 -5.52743943e-01 -3.67868768e-02
7.34881112e-02 2.96771389e-01]
[ -1.89336809e-02 -3.02086057e-01 -2.36113357e-01 3.80219100e-02
7.20547260e-03 1.62473145e-01 1.36048533e-01 5.60378375e-02
2.32055299e-02 1.29144969e-01]
[ -9.70437367e-03 1.44531926e-01 -1.46810631e-01 3.94109999e-02
8.21033999e-02 -1.78926138e-01 4.84208373e-02 -1.19833790e-01
-1.88334822e-01 -3.29449078e-05]
[ -3.57260703e-01 -4.12289721e-01 -2.88165813e-01 1.59581002e-01
1.39438241e-01 4.30143250e-02 1.02691481e-01 -3.56436702e-02
-4.51022602e-03 2.09471587e-02]
[ -1.49293138e-04 -1.71878923e-01 1.12941048e-02 9.65263658e-02
-3.02242083e-02 -7.25296996e-02 1.64403530e-01 -1.89766990e-01
1.91856813e-01 3.64811715e-02]
[ 1.17059954e-01 -2.21750793e-01 3.52275854e-02 -6.34490540e-02
1.03907869e-01 -4.76282149e-02 5.59827289e-02 1.21739679e-01
7.92928823e-02 -1.94748717e-02]
[ -1.74968732e-01 -1.00616581e-01 -3.06885161e-01 -2.77362603e-02
1.22509233e-02 7.15759505e-02 -1.89878181e-01 -2.86522336e-02
2.54714678e-01 -1.32957567e-01]
[ 7.79850395e-02 -2.73156345e-01 9.82289118e-02 5.48175139e-02
5.43756995e-02 -1.19993245e-01 5.80126338e-02 -9.92648810e-02
3.20957597e-02 1.44720430e-01]
[ -8.61454373e-02 3.65999666e-02 -3.66075038e-03 -1.62453767e-01
6.10667813e-02 2.51432122e-02 1.23050147e-01 -1.03017741e-01
-2.60183445e-02 -1.35814726e-01]
[ -1.13865033e-01 -7.45915212e-02 -7.06471492e-02 -1.11288824e-02
3.77663461e-01 1.02371653e-01 4.02837381e-02 -1.61293603e-02
-1.71937910e-01 -2.12680754e-01]
[ -1.56450021e-01 5.22730026e-03 6.21736137e-02 2.24536097e-02
-1.73961743e-01 -2.19982265e-01 -1.79225683e-01 -1.96963308e-01
8.76352615e-02 1.74907295e-01]
[ -2.28526129e-01 -2.01514988e-01 1.15845304e-01 2.65202583e-01
-1.07667960e-01 -8.09833669e-02 -6.96460828e-02 -2.55644845e-01
-2.17452040e-01 -1.02191559e-02]
[ 1.15444808e-01 -8.32927351e-02 -1.78692494e-02 1.23025136e-01
-1.96372237e-02 -8.73940597e-02 1.42582218e-01 4.04887363e-03
3.35754871e-02 2.05613929e-02]
[ 3.33677159e-02 -6.18868719e-02 -2.13036655e-01 1.43608157e-01
-2.91291179e-02 8.83757155e-02 -6.69272566e-02 -2.02065096e-02
-9.74109711e-02 -9.97548035e-03]
[ -1.20853840e-01 -5.84082420e-02 -2.03058907e-01 1.56098716e-01
-1.46763589e-02 1.34065360e-01 4.81221702e-03 -2.50164959e-01
6.91002981e-02 -1.99575729e-01]
[ -7.36975978e-02 -4.42531695e-02 2.74239659e-01 9.24488282e-02
1.41342161e-01 -5.93137610e-02 -1.17595973e-01 1.20412071e-01
6.66550174e-02 2.61969168e-02]
[ 5.20821746e-02 -2.69525627e-02 8.66025975e-02 8.61002282e-02
8.13848567e-02 -1.67015800e-02 2.47679479e-01 1.20524614e-01
-3.45454365e-02 -6.75919344e-02]
[ 3.89812569e-03 -1.62825220e-01 -2.92602285e-01 -5.53001391e-02
2.23374321e-01 -8.92484874e-02 1.80450459e-01 1.63869791e-01
1.03131718e-01 -3.59129202e-02]
[ 5.28046359e-02 3.14225005e-03 -1.16472726e-01 4.54432749e-02
-9.40237747e-02 3.22622520e-01 2.50447144e-01 2.05418291e-01
-1.61196514e-01 -5.76669582e-02]
[ 3.51333102e-03 -1.89513597e-02 1.21853610e-01 1.04953479e-01
-7.10997591e-03 1.06109446e-01 -1.46568623e-01 -4.12543443e-02
2.10267852e-01 7.72039499e-02]
[ 1.04903402e-01 6.81797998e-02 -4.94646240e-02 -1.07518147e-01
-8.34680227e-02 -3.27942241e-01 1.18079526e-01 8.37475511e-03
1.37114714e-01 8.35540874e-02]
[ -9.92703456e-02 8.38113767e-03 -1.57154971e-02 2.17025723e-02
1.20988129e-02 -2.02989532e-01 -9.00657702e-02 -1.98763186e-02
1.40442330e-02 1.27625050e-01]
[ -1.39038373e-01 -5.43436256e-02 -1.94744946e-01 3.73266771e-03
-2.79935162e-01 -6.95580470e-03 -2.39609479e-02 -2.30791990e-02
8.99335370e-03 7.04257800e-02]
[ -2.60044819e-02 -5.80178193e-02 -7.28797473e-02 -1.22379955e-01
5.16295433e-01 2.74584322e-01 5.30271812e-01 1.13453369e-01
-1.77735516e-01 -3.68122102e-01]
[ -1.23636314e-02 -3.47263295e-01 -2.79419306e-02 -6.87057242e-02
6.48440885e-01 9.97813545e-02 4.88246743e-01 9.17927971e-02
3.21572313e-02 -3.75326029e-01]
[ 1.31458515e-02 -4.09482514e-01 -4.21658712e-02 -1.05940478e-01
6.73768449e-01 2.34062022e-02 4.63189751e-01 4.89401088e-02
-3.61514327e-01 -2.15029657e-01]
[ -1.57945113e-01 -5.42710814e-01 -4.40081927e-03 -1.89278897e-01
7.24537349e-01 -9.46385752e-02 5.72825769e-01 -8.15911694e-02
-5.69687671e-02 9.44139763e-02]
[ -2.80535826e-01 -3.50577515e-01 5.96980433e-02 -3.66095537e-02
8.91303698e-01 1.39071473e-01 3.72797805e-01 4.84848328e-02
-8.06733399e-02 -1.25143845e-01]
[ -1.88653146e-01 -2.45239101e-01 2.56864658e-01 -2.26277144e-01
6.11169358e-01 -4.94409331e-02 6.31283654e-01 1.43944743e-02
-2.43114978e-01 -1.24497740e-02]
[ -1.16332314e-01 -1.80885865e-01 -1.74865782e-01 -8.51028244e-02
4.39639157e-01 -2.34967038e-01 1.36504785e-01 1.70301125e-01
2.76145417e-03 -1.02525212e-01]
[ 1.23213840e-01 2.62052048e-01 1.69595961e-01 -7.40766092e-02
-1.28952378e-01 4.44045827e-02 -1.73175522e-01 2.84499120e-01
8.77169361e-02 1.90389179e-01]
[ 3.43340100e-01 2.93582331e-01 -8.63722073e-02 3.07022618e-01
-8.75452767e-01 -2.84800736e-01 -4.54568413e-01 1.77316389e-01
3.73762164e-01 -4.69298392e-02]
[ 5.08222727e-02 1.52272836e-01 2.54487799e-01 2.56489041e-01
-7.46575400e-02 -1.97336746e-01 -1.88898732e-01 -1.32550458e-01
-1.35481812e-01 -2.82056810e-01]
[ 2.85934150e-02 -4.21054260e-02 -1.15849539e-01 -4.69025268e-02
2.28120573e-01 3.92561091e-02 -2.00434035e-02 -1.83918541e-01
3.99294735e-02 2.15956264e-01]
[ 1.60682960e-03 -5.20974162e-02 -6.61078305e-02 -4.90711844e-02
-2.04547193e-02 -1.76352139e-01 8.65387264e-02 1.02547704e-02
3.88093409e-02 9.19175326e-03]
[ 3.04677981e-02 6.95778989e-02 2.45715314e-01 7.71544497e-02
-2.34887895e-01 -1.34961021e-01 1.11808869e-01 3.99465834e-02
-1.83495652e-01 1.12573675e-01]
[ 6.48807306e-02 1.05408791e-02 1.04839262e-01 -1.52859908e-03
-2.09526295e-01 7.24175969e-02 8.64915058e-02 -2.71150664e-01
-2.41232856e-02 -9.75631658e-02]
[ -1.86891205e-02 6.64045672e-02 8.11559975e-02 -3.97675750e-02
-3.01511462e-03 1.84732349e-01 1.21610647e-01 1.17995234e-01
-2.86841832e-02 1.64623089e-01]
[ 2.11505412e-01 3.99123554e-02 2.44393766e-02 6.85537692e-02
9.21197573e-02 -1.81357208e-02 -1.33365310e-01 1.47718654e-01
-6.42514247e-02 -3.17385416e-02]
[ 3.55605510e-02 -3.59671551e-02 1.40545941e-02 3.19114362e-02
-3.78218149e-01 -1.19883401e-01 -1.86302904e-01 4.07876021e-02
1.13520796e-01 1.86723681e-01]
[ 2.63025891e-02 5.05560253e-01 1.12860479e-01 3.87176637e-01
-1.01629812e+00 -2.98851752e-01 -6.00126183e-01 -7.41742011e-02
2.66900517e-01 3.10392680e-01]
[ 1.75408770e-01 5.10356931e-01 6.19121923e-02 4.12781641e-01
-8.29807397e-01 -8.20132615e-02 -4.47165660e-01 1.50538460e-01
1.99357826e-01 4.83409815e-01]
[ 2.58828175e-01 2.98044100e-01 2.46174546e-01 1.44396862e-01
-4.02688696e-01 8.11039798e-02 -2.08733155e-01 1.62709606e-01
2.37626429e-01 7.69485097e-02]
[ -7.49118583e-02 2.12096412e-01 2.41086772e-01 1.39242577e-02
-2.81294047e-02 1.31707118e-01 -9.22441514e-02 -1.51536937e-02
-3.51498539e-02 4.87239399e-02]
[ -9.76701576e-02 -7.75921137e-03 2.50854521e-02 9.31089420e-02
-5.00268698e-02 1.16247670e-01 2.57950905e-01 2.03243482e-02
-2.74912012e-01 -9.35852655e-02]
[ -2.18936111e-01 -1.87030444e-02 -9.26912684e-02 -3.43226009e-01
1.78206596e-01 1.19628118e-01 9.97275252e-02 1.03631063e-01
-2.06849777e-01 3.31013988e-02]
[ 1.47752864e-02 -3.61696194e-01 -1.25227398e-01 -1.56113998e-01
3.55028821e-01 2.44655469e-02 1.61547901e-01 1.52942616e-01
-1.60791417e-01 -2.14670832e-01]
[ 1.42271680e-01 -1.74946695e-01 -1.41481543e-01 -2.93860764e-03
1.19397197e-01 -5.90370597e-02 6.27665189e-03 -1.49176056e-01
1.31520929e-01 -1.13962751e-01]
[ -1.18659879e-01 1.28867868e-01 2.59335184e-01 -1.99505552e-02
1.71351181e-01 8.66517036e-02 -1.31428584e-03 -2.98456750e-01
-1.19898567e-01 -6.17755379e-02]
[ -3.51556707e-01 7.40248327e-02 1.12092684e-02 -3.22016199e-02
1.55072255e-01 -1.69947846e-01 -2.46062352e-02 2.34650974e-01
-9.36140546e-02 7.46839178e-02]
[ 1.46704623e-01 8.22419863e-02 -2.38012440e-01 -9.25394630e-02
1.23489587e-01 -2.92683400e-01 2.70538125e-02 -1.68191558e-01
-4.30496169e-03 -1.91870640e-01]
[ 2.06020302e-01 -1.64596051e-01 5.96734343e-02 -3.20877455e-02
9.95973397e-02 -2.97788726e-02 1.36133185e-02 -1.37420444e-01
1.05511832e-01 -1.88322255e-01]
[ -1.07085856e-01 -4.69138848e-02 1.20072855e-01 1.05516444e-01
4.80121805e-02 -1.10991325e-01 2.47918851e-01 -7.75034067e-02
1.82483146e-01 -7.15667537e-03]
[ 1.35716689e-02 -1.47765486e-01 2.10475226e-01 -2.25048347e-01
2.09877448e-02 1.08611965e-01 2.50908566e-02 -1.14077812e-01
3.48711208e-02 2.41763199e-01]]
[[ 0.57843252]
[ 1.4562906 ]
[ 0.2833111 ]
[ 0.82916493]
[-2.57196424]
[-0.27049441]
[-1.52875827]
[ 0.04387193]
[ 0.6481498 ]
[ 0.86886664]]
Progress: 23.3% ... Training loss: 0.297 ... Validation loss: 0.470[[ 1.55731590e-01 1.95193386e-01 -1.12566476e-01 9.84651982e-02
-4.92750229e-01 -6.75306830e-02 -4.68212626e-02 1.22941351e-01
-7.57068585e-02 1.79458636e-01]
[ 1.16457351e-02 1.57519951e-01 -2.12562739e-02 3.75245454e-02
1.07860927e-01 -4.34951008e-03 3.09459981e-01 4.10535232e-02
1.36199601e-01 -3.32125418e-02]
[ 1.77318609e-01 4.66732529e-01 1.58277520e-02 3.00654116e-02
2.23857300e-01 -3.71117316e-02 -5.47887930e-01 -3.70486083e-02
6.98932251e-02 2.92712885e-01]
[ -1.66054428e-02 -2.96854043e-01 -2.34911260e-01 4.19397904e-02
-2.83077523e-03 1.61339419e-01 1.31276369e-01 5.62554184e-02
2.60758783e-02 1.32855184e-01]
[ -7.06698209e-03 1.51345049e-01 -1.45450409e-01 4.34011272e-02
7.04039942e-02 -1.80279282e-01 4.16062128e-02 -1.19623852e-01
-1.85425654e-01 4.08961847e-03]
[ -3.56986959e-01 -4.12197452e-01 -2.87997457e-01 1.60129406e-01
1.38018903e-01 4.28176892e-02 1.02707499e-01 -3.56141536e-02
-4.12687534e-03 2.13131645e-02]
[ 1.42856875e-03 -1.68034552e-01 1.20652942e-02 9.88364509e-02
-3.82705460e-02 -7.32578928e-02 1.60281853e-01 -1.89659762e-01
1.93776572e-01 3.87528713e-02]
[ 1.16043408e-01 -2.24029029e-01 3.46753082e-02 -6.51829840e-02
1.08099937e-01 -4.71043914e-02 5.85151220e-02 1.21648950e-01
7.80158411e-02 -2.10012570e-02]
[ -1.75376291e-01 -1.01601641e-01 -3.07063650e-01 -2.82959143e-02
1.38789866e-02 7.17466640e-02 -1.88703857e-01 -2.86815701e-02
2.54310024e-01 -1.33556443e-01]
[ 7.67074025e-02 -2.75845077e-01 9.75671962e-02 5.26842094e-02
5.86919633e-02 -1.19354845e-01 6.12160919e-02 -9.93888094e-02
3.06464833e-02 1.42641290e-01]
[ -8.48719654e-02 3.92126020e-02 -3.00533048e-03 -1.60511574e-01
5.50900035e-02 2.45074130e-02 1.20165383e-01 -1.02917455e-01
-2.44729417e-02 -1.33931437e-01]
[ -1.13433365e-01 -7.38420803e-02 -7.04320748e-02 -1.03728671e-02
3.75678429e-01 1.02138760e-01 3.95661022e-02 -1.60890384e-02
-1.71412622e-01 -2.11972458e-01]
[ -1.56450021e-01 5.22730026e-03 6.21736137e-02 2.24536097e-02
-1.73961743e-01 -2.19982265e-01 -1.79225683e-01 -1.96963308e-01
8.76352615e-02 1.74907295e-01]
[ -2.28225486e-01 -2.00781218e-01 1.16001597e-01 2.65584873e-01
-1.08605615e-01 -8.11153734e-02 -7.03264802e-02 -2.55620665e-01
-2.17111757e-01 -9.80385134e-03]
[ 1.14834390e-01 -8.51338683e-02 -1.81418142e-02 1.22265841e-01
-1.75696860e-02 -8.71733922e-02 1.44481073e-01 4.00525908e-03
3.29595291e-02 1.96118570e-02]
[ 3.39463962e-02 -6.07951642e-02 -2.12757758e-01 1.44540632e-01
-3.17219472e-02 8.80821284e-02 -6.80189287e-02 -2.01571785e-02
-9.67524579e-02 -9.07320820e-03]
[ -1.19907203e-01 -5.63507999e-02 -2.02630828e-01 1.57464883e-01
-1.95711619e-02 1.33649523e-01 2.61024574e-03 -2.50108167e-01
7.02714830e-02 -1.98261525e-01]
[ -7.33708796e-02 -4.32390657e-02 2.74418605e-01 9.29438577e-02
1.39674565e-01 -5.94863376e-02 -1.18654888e-01 1.20438966e-01
6.70482997e-02 2.67388947e-02]
[ 5.26723133e-02 -2.53516940e-02 8.69069573e-02 8.69635746e-02
7.86454173e-02 -1.69683107e-02 2.46021794e-01 1.20569613e-01
-3.38697796e-02 -6.67480723e-02]
[ 2.83017866e-03 -1.65338556e-01 -2.93176815e-01 -5.70708977e-02
2.27743877e-01 -8.87049155e-02 1.83066532e-01 1.63777825e-01
1.01825441e-01 -3.74875274e-02]
[ 5.24939853e-02 2.33876700e-03 -1.16646810e-01 4.49445206e-02
-9.27676833e-02 3.22781645e-01 2.51224931e-01 2.05390002e-01
-1.61565359e-01 -5.81892364e-02]
[ 3.64345192e-03 -1.85102583e-02 1.21931673e-01 1.05144489e-01
-7.48706634e-03 1.06040580e-01 -1.46864898e-01 -4.12426907e-02
2.10404905e-01 7.74247059e-02]
[ 1.04666383e-01 6.75706641e-02 -4.95653108e-02 -1.07839300e-01
-8.23859078e-02 -3.27833558e-01 1.18800815e-01 8.35776186e-03
1.36885265e-01 8.32128759e-02]
[ -9.95629658e-02 7.69303846e-03 -1.58566423e-02 2.12803627e-02
1.31896212e-02 -2.02864304e-01 -8.92916037e-02 -1.98980841e-02
1.37172244e-02 1.27177099e-01]
[ -1.38965154e-01 -5.41540882e-02 -1.94697795e-01 3.83942260e-03
-2.80237401e-01 -6.99376793e-03 -2.41611438e-02 -2.30737430e-02
9.08633343e-03 7.05354324e-02]
[ -2.56956128e-02 -5.74615194e-02 -7.27346752e-02 -1.21860714e-01
5.14943255e-01 2.74435790e-01 5.29694091e-01 1.13480591e-01
-1.77379620e-01 -3.67647028e-01]
[ -1.25302472e-02 -3.47765417e-01 -2.80340048e-02 -6.89676012e-02
6.48913051e-01 9.98608629e-02 4.88758710e-01 9.17789323e-02
3.19609346e-02 -3.75601087e-01]
[ 1.27996447e-02 -4.10335560e-01 -4.23431392e-02 -1.06452139e-01
6.75108618e-01 2.35717072e-02 4.64161320e-01 4.89127319e-02
-3.61910520e-01 -2.15571784e-01]
[ -1.58137857e-01 -5.43142627e-01 -4.49980818e-03 -1.89566647e-01
7.25387285e-01 -9.45443028e-02 5.73331987e-01 -8.16064453e-02
-5.71816323e-02 9.41520951e-02]
[ -2.80265872e-01 -3.50172052e-01 5.98579924e-02 -3.61374513e-02
8.89889851e-01 1.38914030e-01 3.72414914e-01 4.85113347e-02
-8.03187635e-02 -1.24691274e-01]
[ -1.88495623e-01 -2.44918472e-01 2.56945578e-01 -2.26042679e-01
6.10476355e-01 -4.95175093e-02 6.31021094e-01 1.44065387e-02
-2.42932195e-01 -1.22052949e-02]
[ -1.16434346e-01 -1.81304930e-01 -1.74894048e-01 -8.51755992e-02
4.39826237e-01 -2.34945904e-01 1.37024807e-01 1.70297552e-01
2.73577850e-03 -1.02686415e-01]
[ 1.23460134e-01 2.63041608e-01 1.69712063e-01 -7.36994114e-02
-1.30269867e-01 4.42784900e-02 -1.73958997e-01 2.84515902e-01
8.80019348e-02 1.90686915e-01]
[ 3.43273762e-01 2.93364602e-01 -8.64129580e-02 3.06929827e-01
-8.75511175e-01 -2.84762756e-01 -4.54252104e-01 1.77309780e-01
3.73767813e-01 -4.71219677e-02]
[ 5.09931577e-02 1.52680425e-01 2.54570485e-01 2.56721458e-01
-7.54145091e-02 -1.97414188e-01 -1.89313674e-01 -1.32538941e-01
-1.35289656e-01 -2.81807703e-01]
[ 2.83795775e-02 -4.26405012e-02 -1.15946752e-01 -4.72212029e-02
2.28934319e-01 3.93591722e-02 -1.94975856e-02 -1.83937311e-01
3.96953252e-02 2.15663334e-01]
[ 1.97691638e-03 -5.11739322e-02 -6.59284223e-02 -4.85132372e-02
-2.21412273e-02 -1.76528631e-01 8.55519893e-02 1.02841212e-02
3.92415072e-02 9.72459052e-03]
[ 3.09969582e-02 7.08664691e-02 2.45976893e-01 7.79034358e-02
-2.37220379e-01 -1.35208135e-01 1.10384798e-01 3.99868586e-02
-1.82907824e-01 1.13374178e-01]
[ 6.52485729e-02 1.14744363e-02 1.05024239e-01 -1.00465981e-03
-2.11158498e-01 7.22501357e-02 8.55239446e-02 -2.71128548e-01
-2.37000407e-02 -9.70222119e-02]
[ -1.77315255e-02 6.88410450e-02 8.16398235e-02 -3.83807807e-02
-7.25740414e-03 1.84268247e-01 1.19157305e-01 1.18067307e-01
-2.76072531e-02 1.66003096e-01]
[ 2.10675156e-01 3.78793944e-02 2.40007130e-02 6.72166205e-02
9.57908070e-02 -1.77350157e-02 -1.31330848e-01 1.47648737e-01
-6.52919368e-02 -3.30901647e-02]
[ 3.59757688e-02 -3.47659864e-02 1.42758532e-02 3.25253338e-02
-3.80170830e-01 -1.20070605e-01 -1.87479327e-01 4.08211772e-02
1.14014430e-01 1.87327116e-01]
[ 2.54458398e-02 5.03168941e-01 1.12445748e-01 3.86001926e-01
-1.01312806e+00 -2.98469703e-01 -5.97762201e-01 -7.42405772e-02
2.65967828e-01 3.09147166e-01]
[ 1.75157168e-01 5.09887050e-01 6.17512783e-02 4.12224630e-01
-8.28062862e-01 -8.18548420e-02 -4.46893186e-01 1.50511322e-01
1.99009059e-01 4.83164896e-01]
[ 2.58796250e-01 2.97970553e-01 2.46159318e-01 1.44354228e-01
-4.02552093e-01 8.11175652e-02 -2.08648594e-01 1.62707283e-01
2.37590973e-01 7.69005803e-02]
[ -7.49800791e-02 2.11979099e-01 2.41060047e-01 1.38310292e-02
-2.78091323e-02 1.31738675e-01 -9.20598215e-02 -1.51590802e-02
-3.52263473e-02 4.86307204e-02]
[ -9.77213400e-02 -7.88158660e-03 2.50562086e-02 9.30239974e-02
-4.97610488e-02 1.16273766e-01 2.58089640e-01 2.03203376e-02
-2.74973200e-01 -9.36720046e-02]
[ -2.19033294e-01 -1.90440779e-02 -9.27301480e-02 -3.43351591e-01
1.78605016e-01 1.19667318e-01 1.00026749e-01 1.03624331e-01
-2.06949623e-01 3.29751351e-02]
[ 1.46842553e-02 -3.61978373e-01 -1.25275454e-01 -1.56255292e-01
3.55451478e-01 2.45106386e-02 1.61829013e-01 1.52935170e-01
-1.60899733e-01 -2.14813555e-01]
[ 1.43821174e-01 -1.71265497e-01 -1.40716723e-01 -6.60919634e-04
1.11408858e-01 -5.97286953e-02 2.39658454e-03 -1.49068837e-01
1.33438701e-01 -1.11745905e-01]
[ -1.17953500e-01 1.30341250e-01 2.59706084e-01 -1.88087920e-02
1.68038332e-01 8.62886521e-02 -2.66791720e-03 -2.98396419e-01
-1.19093019e-01 -6.07303084e-02]
[ -3.51801185e-01 7.35161100e-02 1.10824746e-02 -3.25601229e-02
1.55690442e-01 -1.69849183e-01 -2.40289163e-02 2.34630180e-01
-9.39085753e-02 7.42852410e-02]
[ 1.46197514e-01 8.07104313e-02 -2.38270434e-01 -9.33709912e-02
1.25943689e-01 -2.92463370e-01 2.84956597e-02 -1.68232155e-01
-4.89234619e-03 -1.92738432e-01]
[ 2.05683452e-01 -1.65714656e-01 5.95095719e-02 -3.25893672e-02
1.01135032e-01 -2.96209689e-02 1.47984557e-02 -1.37446675e-01
1.05141460e-01 -1.88895136e-01]
[ -1.07080756e-01 -4.70795829e-02 1.20096368e-01 1.05580402e-01
4.77606197e-02 -1.11012058e-01 2.48222554e-01 -7.75014358e-02
1.82525085e-01 -7.11724311e-03]
[ 1.28266351e-02 -1.48922139e-01 2.10073421e-01 -2.26275199e-01
2.42849668e-02 1.08980496e-01 2.64176081e-02 -1.14143031e-01
3.39795537e-02 2.40813486e-01]]
[[ 0.57727326]
[ 1.45498688]
[ 0.28308314]
[ 0.83116668]
[-2.57078267]
[-0.26736563]
[-1.52242332]
[ 0.04330055]
[ 0.64748796]
[ 0.867785 ]]
Progress: 23.4% ... Training loss: 0.297 ... Validation loss: 0.473[[ 1.58203899e-01 2.01053373e-01 -1.11258402e-01 1.02040344e-01
-5.03814343e-01 -6.86019462e-02 -5.32213981e-02 1.23140482e-01
-7.28396841e-02 1.82936534e-01]
[ 1.20976664e-02 1.58560531e-01 -2.09979941e-02 3.82797642e-02
1.05659485e-01 -4.56059044e-03 3.08215357e-01 4.10924544e-02
1.36774203e-01 -3.24793162e-02]
[ 1.80068612e-01 4.72969781e-01 1.72689396e-02 3.38686243e-02
2.14422911e-01 -3.83175402e-02 -5.55099985e-01 -3.68290167e-02
7.30113653e-02 2.96476441e-01]
[ -1.70892034e-02 -2.97997862e-01 -2.35249401e-01 4.11086812e-02
-1.13902616e-03 1.61574703e-01 1.33589423e-01 5.62050559e-02
2.54109597e-02 1.31831249e-01]
[ -2.95653366e-03 1.60291780e-01 -1.43455350e-01 4.95280737e-02
5.24522516e-02 -1.82190726e-01 3.13292280e-02 -1.19308659e-01
-1.80747566e-01 1.02358104e-02]
[ -3.56914065e-01 -4.12034074e-01 -2.87956348e-01 1.60268034e-01
1.36694994e-01 4.27661336e-02 1.02787987e-01 -3.56084321e-02
-4.06975998e-03 2.14324909e-02]
[ 2.63090479e-03 -1.65089187e-01 1.26898888e-02 1.00594663e-01
-4.36938394e-02 -7.38479091e-02 1.57064287e-01 -1.89556484e-01
1.95146233e-01 4.04864683e-02]
[ 1.17133303e-01 -2.21823262e-01 3.52760866e-02 -6.35851832e-02
1.03761445e-01 -4.75707896e-02 5.58974844e-02 1.21736267e-01
7.93068815e-02 -1.94575771e-02]
[ -1.76084572e-01 -1.03291737e-01 -3.07407143e-01 -2.93773805e-02
1.71324629e-02 7.21122882e-02 -1.86611194e-01 -2.87382102e-02
2.53502665e-01 -1.34716812e-01]
[ 7.72788165e-02 -2.73953094e-01 9.79368460e-02 5.36341626e-02
5.51988085e-02 -1.19604160e-01 6.01296166e-02 -9.93343580e-02
3.13809249e-02 1.43275486e-01]
[ -8.46739422e-02 3.92831996e-02 -2.87390209e-03 -1.60260280e-01
5.44264198e-02 2.44095409e-02 1.19660914e-01 -1.02900475e-01
-2.42994672e-02 -1.33650231e-01]
[ -1.12545959e-01 -7.21802461e-02 -7.00101636e-02 -9.16093877e-03
3.72002949e-01 1.01743601e-01 3.74949946e-02 -1.60207941e-02
-1.70410080e-01 -2.10651626e-01]
[ -1.56450021e-01 5.22730026e-03 6.21736137e-02 2.24536097e-02
-1.73961743e-01 -2.19982265e-01 -1.79225683e-01 -1.96963308e-01
8.76352615e-02 1.74907295e-01]
[ -2.28673479e-01 -2.01462485e-01 1.15794663e-01 2.65022120e-01
-1.07477005e-01 -8.09192062e-02 -6.90532684e-02 -2.55654991e-01
-2.17643152e-01 -1.04792002e-02]
[ 1.14534616e-01 -8.60219617e-02 -1.82777501e-02 1.21844182e-01
-1.66204298e-02 -8.70468108e-02 1.45297023e-01 3.98384764e-03
3.26547386e-02 1.91745960e-02]
[ 3.47176958e-02 -5.92425377e-02 -2.12391926e-01 1.45578592e-01
-3.47340214e-02 8.77287200e-02 -6.99306342e-02 -2.00991362e-02
-9.58979153e-02 -7.91765312e-03]
[ -1.20585086e-01 -5.79402920e-02 -2.02955669e-01 1.56506849e-01
-1.67576033e-02 1.33944606e-01 4.20677017e-03 -2.50157282e-01
6.95204263e-02 -1.99258512e-01]
[ -7.21430336e-02 -4.02930067e-02 2.75047539e-01 9.47328806e-02
1.34359974e-01 -6.00423507e-02 -1.21607842e-01 1.20535092e-01
6.83937900e-02 2.84855653e-02]
[ 5.25182673e-02 -2.56270403e-02 8.68182061e-02 8.66208014e-02
7.92402797e-02 -1.69083016e-02 2.46196228e-01 1.20559575e-01
-3.40856659e-02 -6.69915601e-02]
[ 3.69426816e-03 -1.63147860e-01 -2.92701620e-01 -5.56541500e-02
2.23490768e-01 -8.91114197e-02 1.80570030e-01 1.63851924e-01
1.02922999e-01 -3.60800545e-02]
[ 5.28354360e-02 2.74268605e-03 -1.16487191e-01 4.53861608e-02
-9.36877123e-02 3.22642260e-01 2.50498330e-01 2.05414205e-01
-1.61208248e-01 -5.77601148e-02]
[ 4.02057005e-03 -1.75708500e-02 1.22150099e-01 1.05705134e-01
-9.00661084e-03 1.05882408e-01 -1.47483000e-01 -4.12122152e-02
2.10879273e-01 7.78703022e-02]
[ 1.04636826e-01 6.74070733e-02 -4.95699632e-02 -1.07879377e-01
-8.22293107e-02 -3.27822783e-01 1.19011284e-01 8.35647731e-03
1.36861745e-01 8.31604939e-02]
[ -9.98467643e-02 6.94949603e-03 -1.59980009e-02 2.08207470e-02
1.45427882e-02 -2.02701252e-01 -8.84429802e-02 -1.99221750e-02
1.33694925e-02 1.26696021e-01]
[ -1.38997063e-01 -5.42210502e-02 -1.94720337e-01 3.79149366e-03
-2.80046322e-01 -6.97429952e-03 -2.40365449e-02 -2.30767469e-02
9.04210072e-03 7.04737938e-02]
[ -2.60641945e-02 -5.85183445e-02 -7.29065846e-02 -1.22395884e-01
5.16595576e-01 2.74598631e-01 5.30676358e-01 1.13453711e-01
-1.77785419e-01 -3.68196408e-01]
[ -1.34668015e-02 -3.50056394e-01 -2.85177349e-02 -7.04006139e-02
6.52919516e-01 1.00311083e-01 4.91318913e-01 9.17048662e-02
3.09098053e-02 -3.77087865e-01]
[ 1.30801626e-02 -4.09955376e-01 -4.21979512e-02 -1.06026352e-01
6.73867597e-01 2.34384456e-02 4.63649192e-01 4.89340753e-02
-3.61609931e-01 -2.15168207e-01]
[ -1.58071569e-01 -5.43046589e-01 -4.46722719e-03 -1.89470235e-01
7.25109908e-01 -9.45752029e-02 5.73218264e-01 -8.16016115e-02
-5.71066079e-02 9.42531092e-02]
[ -2.80261033e-01 -3.50165183e-01 5.98610052e-02 -3.61293456e-02
8.89862696e-01 1.38911184e-01 3.72405116e-01 4.85117923e-02
-8.03119202e-02 -1.24682108e-01]
[ -1.88837463e-01 -2.45680574e-01 2.56805505e-01 -2.26481980e-01
6.11827034e-01 -4.93765691e-02 6.31757117e-01 1.43838195e-02
-2.43297812e-01 -1.26713423e-02]
[ -1.16189789e-01 -1.80959169e-01 -1.74783880e-01 -8.47706984e-02
4.38690922e-01 -2.35073209e-01 1.36596419e-01 1.70317812e-01
3.04404764e-03 -1.02320571e-01]
[ 1.23764335e-01 2.64392019e-01 1.69860334e-01 -7.32286936e-02
-1.31676058e-01 4.41537921e-02 -1.75028637e-01 2.84539662e-01
8.83453242e-02 1.91175891e-01]
[ 3.42343933e-01 2.91539550e-01 -8.68409728e-02 3.05699168e-01
-8.72854458e-01 -2.84367595e-01 -4.51858483e-01 1.77244295e-01
3.72717575e-01 -4.84643777e-02]
[ 5.13675506e-02 1.53407568e-01 2.54757748e-01 2.57201341e-01
-7.69810364e-02 -1.97586401e-01 -1.90243919e-01 -1.32512157e-01
-1.34869655e-01 -2.81242639e-01]
[ 2.84840503e-02 -4.23671208e-02 -1.15899457e-01 -4.70706788e-02
2.28444089e-01 3.93017337e-02 -1.97256785e-02 -1.83930807e-01
3.98130701e-02 2.15794586e-01]
[ 1.12518959e-03 -5.33161871e-02 -6.63666368e-02 -4.98207080e-02
-1.82153588e-02 -1.76140831e-01 8.78628262e-02 1.02169979e-02
3.82294179e-02 8.36781256e-03]
[ 3.12665745e-02 7.16011765e-02 2.46075435e-01 7.82324375e-02
-2.38154952e-01 -1.35296677e-01 1.09670606e-01 4.00022747e-02
-1.82659211e-01 1.13679307e-01]
[ 6.52380011e-02 1.14108964e-02 1.05025261e-01 -1.03477739e-03
-2.11088669e-01 7.22583150e-02 8.55609562e-02 -2.71127987e-01
-2.37143917e-02 -9.70276276e-02]
[ -1.72689199e-02 6.99701920e-02 8.18953501e-02 -3.76136103e-02
-9.65973116e-03 1.84037119e-01 1.17801512e-01 1.18107545e-01
-2.70304072e-02 1.66605554e-01]
[ 2.10930049e-01 3.87162911e-02 2.41406439e-02 6.76104215e-02
9.44952281e-02 -1.78610727e-02 -1.32189457e-01 1.47670682e-01
-6.49894678e-02 -3.26256829e-02]
[ 3.63796272e-02 -3.37833312e-02 1.44740947e-02 3.31029172e-02
-3.81877399e-01 -1.20251106e-01 -1.88522868e-01 4.08511385e-02
1.14448628e-01 1.87906934e-01]
[ 2.67877261e-02 5.05881527e-01 1.13149075e-01 3.87924742e-01
-1.01798338e+00 -2.99040329e-01 -6.00479997e-01 -7.41335472e-02
2.67489203e-01 3.11008592e-01]
[ 1.75751812e-01 5.11143635e-01 6.20816800e-02 4.13013372e-01
-8.30563229e-01 -8.21209242e-02 -4.48589660e-01 1.50558098e-01
1.99701503e-01 4.84159837e-01]
[ 2.58709447e-01 2.97712400e-01 2.46119815e-01 1.44222296e-01
-4.02149280e-01 8.11588298e-02 -2.08406799e-01 1.62700637e-01
2.37499659e-01 7.67626497e-02]
[ -7.48062922e-02 2.12444463e-01 2.41133390e-01 1.40845832e-02
-2.85598146e-02 1.31661351e-01 -9.25196920e-02 -1.51461743e-02
-3.50323085e-02 4.88785482e-02]
[ -9.77056012e-02 -7.85535685e-03 2.50641543e-02 9.30502752e-02
-4.98357629e-02 1.16268108e-01 2.58044369e-01 2.03215945e-02
-2.74955753e-01 -9.36460046e-02]
[ -2.18761136e-01 -1.83827413e-02 -9.25939746e-02 -3.42947071e-01
1.77419578e-01 1.19538538e-01 9.93308286e-02 1.03645936e-01
-2.06624945e-01 3.33879610e-02]
[ 1.46985497e-02 -3.61940351e-01 -1.25269255e-01 -1.56234249e-01
3.55403955e-01 2.45052491e-02 1.61784682e-01 1.52936128e-01
-1.60882709e-01 -2.14792384e-01]
[ 1.43596598e-01 -1.71388477e-01 -1.40816889e-01 -8.25013093e-04
1.11829791e-01 -5.96815658e-02 2.69990557e-03 -1.49079285e-01
1.33272637e-01 -1.11919866e-01]
[ -1.18179763e-01 1.29587068e-01 2.59640881e-01 -1.91098711e-02
1.68656633e-01 8.63685231e-02 -2.07783153e-03 -2.98409597e-01
-1.19333018e-01 -6.09944210e-02]
[ -3.52289330e-01 7.22946302e-02 1.08345745e-02 -3.33307370e-02
1.57850390e-01 -1.69612626e-01 -2.26807269e-02 2.34590393e-01
-9.44965251e-02 7.35109652e-02]
[ 1.47275709e-01 8.27562930e-02 -2.37647828e-01 -9.17389095e-02
1.21245416e-01 -2.92958836e-01 2.63358716e-02 -1.68136926e-01
-3.58530086e-03 -1.91160147e-01]
[ 2.05592774e-01 -1.66130133e-01 5.94542077e-02 -3.27486395e-02
1.01522554e-01 -2.95655047e-02 1.53424688e-02 -1.37453713e-01
1.05019378e-01 -1.89068714e-01]
[ -1.06052673e-01 -4.51566804e-02 1.20584097e-01 1.06890960e-01
4.41389342e-02 -1.11442277e-01 2.45677776e-01 -7.74284974e-02
1.83591952e-01 -5.67278855e-03]
[ 1.34068638e-02 -1.46752371e-01 2.10354709e-01 -2.25409605e-01
2.11860042e-02 1.08744814e-01 2.46745124e-02 -1.14101073e-01
3.46321923e-02 2.41412907e-01]]
[[ 0.58604132]
[ 1.46659798]
[ 0.28947578]
[ 0.83957289]
[-2.56653551]
[-0.26401599]
[-1.51963622]
[ 0.04914332]
[ 0.65338169]
[ 0.87864943]]
Progress: 23.4% ... Training loss: 0.300 ... Validation loss: 0.467[[ 1.56264048e-01 1.95944393e-01 -1.12155986e-01 9.95000803e-02
-4.96908012e-01 -6.77355565e-02 -4.81174448e-02 1.22989940e-01
-7.48986835e-02 1.80363084e-01]
[ 1.21031566e-02 1.58562389e-01 -2.09957641e-02 3.82855378e-02
1.05608995e-01 -4.56385496e-03 3.08222432e-01 4.10927443e-02
1.36783939e-01 -3.24725715e-02]
[ 1.78383674e-01 4.68908001e-01 1.65791520e-02 3.16379291e-02
2.19374078e-01 -3.76441200e-02 -5.50578832e-01 -3.69362088e-02
7.11540023e-02 2.94251315e-01]
[ -1.79270692e-02 -3.00269189e-01 -2.35776519e-01 3.98059225e-02
2.58621367e-03 1.61881492e-01 1.35856415e-01 5.61219284e-02
2.45082196e-02 1.30644609e-01]
[ -2.86796320e-03 1.60106811e-01 -1.43490351e-01 4.94869315e-02
5.20524427e-02 -1.82229156e-01 3.02017141e-02 -1.19303467e-01
-1.80645188e-01 1.01971211e-02]
[ -3.56499905e-01 -4.11317630e-01 -2.87815098e-01 1.60795016e-01
1.35565308e-01 4.25957332e-02 1.01978513e-01 -3.55765871e-02
-3.65993223e-03 2.19686733e-02]
[ -1.70355574e-04 -1.71719207e-01 1.13281114e-02 9.65373676e-02
-3.25829539e-02 -7.25829816e-02 1.63824828e-01 -1.89786079e-01
1.92015719e-01 3.63223821e-02]
[ 1.16359142e-01 -2.23892103e-01 3.49398000e-02 -6.45699772e-02
1.05791138e-01 -4.72354365e-02 5.83377915e-02 1.21685203e-01
7.84812787e-02 -2.04537759e-02]
[ -1.75832416e-01 -1.02327052e-01 -3.07262925e-01 -2.89527526e-02
1.61977913e-02 7.20047543e-02 -1.87100165e-01 -2.87141896e-02
2.53771637e-01 -1.34277493e-01]
[ 7.38238950e-02 -2.81990765e-01 9.62745549e-02 4.87294598e-02
6.88706556e-02 -1.18052009e-01 6.91315002e-02 -9.96070899e-02
2.74938769e-02 1.38171349e-01]
[ -8.37564772e-02 4.13067193e-02 -2.41661562e-03 -1.58919769e-01
5.04533504e-02 2.40177393e-02 1.17636840e-01 -1.02824692e-01
-2.33109396e-02 -1.32279321e-01]
[ -1.12917609e-01 -7.31838284e-02 -7.02177554e-02 -9.68722613e-03
3.73380393e-01 1.01905598e-01 3.84195882e-02 -1.60486383e-02
-1.70788877e-01 -2.11103184e-01]
[ -1.56450021e-01 5.22730026e-03 6.21736137e-02 2.24536097e-02
-1.73961743e-01 -2.19982265e-01 -1.79225683e-01 -1.96963308e-01
8.76352615e-02 1.74907295e-01]
[ -2.28599206e-01 -2.01484675e-01 1.15825484e-01 2.65118103e-01
-1.07675843e-01 -8.09493683e-02 -6.90846422e-02 -2.55649502e-01
-2.17571264e-01 -1.03913015e-02]
[ 1.15111367e-01 -8.47209576e-02 -1.80275543e-02 1.22630693e-01
-1.86833535e-02 -8.73038863e-02 1.43840617e-01 4.03151643e-03
3.32852354e-02 2.00129695e-02]
[ 3.39282625e-02 -6.12106214e-02 -2.12774797e-01 1.44521005e-01
-3.20774155e-02 8.80888217e-02 -6.79177188e-02 -2.01651506e-02
-9.67821536e-02 -8.98588743e-03]
[ -1.20881401e-01 -5.86875010e-02 -2.03103514e-01 1.56076948e-01
-1.53483388e-02 1.34100432e-01 4.88285691e-03 -2.50175596e-01
6.91582636e-02 -1.99725663e-01]
[ -7.32692302e-02 -4.29170801e-02 2.74508531e-01 9.30861871e-02
1.38673378e-01 -5.95502989e-02 -1.18816960e-01 1.20442921e-01
6.71823653e-02 2.67668237e-02]
[ 5.23384971e-02 -2.59740177e-02 8.67416639e-02 8.63811199e-02
7.98984877e-02 -1.68433256e-02 2.46404072e-01 1.20545530e-01
-3.42388904e-02 -6.72711760e-02]
[ 3.10581506e-03 -1.64736590e-01 -2.92934892e-01 -5.63677265e-02
2.24966035e-01 -8.88610683e-02 1.82446949e-01 1.63812706e-01
1.02302586e-01 -3.67521126e-02]
[ 5.25666791e-02 2.08981914e-03 -1.16641224e-01 4.49324208e-02
-9.23761318e-02 3.22780084e-01 2.51265255e-01 2.05388751e-01
-1.61559348e-01 -5.82053513e-02]
[ 3.81041338e-03 -1.80619126e-02 1.22037277e-01 1.05390844e-01
-8.23831735e-03 1.05970166e-01 -1.46825941e-01 -4.12276838e-02
2.10619517e-01 7.75414941e-02]
[ 1.04814404e-01 6.79372060e-02 -4.94527490e-02 -1.07570816e-01
-8.28714894e-02 -3.27908445e-01 1.18676662e-01 8.37455916e-03
1.37028222e-01 8.34629939e-02]
[ -9.95329993e-02 7.63881127e-03 -1.58496615e-02 2.12822158e-02
1.32677484e-02 -2.02830956e-01 -8.92296987e-02 -1.98961518e-02
1.37250926e-02 1.27171279e-01]
[ -1.39589454e-01 -5.53180422e-02 -1.95033112e-01 2.90395982e-03
-2.77383745e-01 -6.69823757e-03 -2.25136520e-02 -2.31281157e-02
8.38264136e-03 6.95648254e-02]
[ -2.60488054e-02 -5.85285559e-02 -7.28988422e-02 -1.22366031e-01
5.16498339e-01 2.74593605e-01 5.30679634e-01 1.13455411e-01
-1.77761061e-01 -3.68166902e-01]
[ -1.43626936e-02 -3.52124450e-01 -2.89577401e-02 -7.16825053e-02
6.56618694e-01 1.00703345e-01 4.93437325e-01 9.16303990e-02
2.99460506e-02 -3.78428473e-01]
[ 1.27150673e-02 -4.10767920e-01 -4.24030593e-02 -1.06574277e-01
6.75526469e-01 2.36097961e-02 4.64595564e-01 4.89020984e-02
-3.62051922e-01 -2.15745879e-01]
[ -1.58223535e-01 -5.43529421e-01 -4.54378942e-03 -1.89704690e-01
7.25636823e-01 -9.45106579e-02 5.73687277e-01 -8.16154658e-02
-5.72863796e-02 9.40306516e-02]
[ -2.80190087e-01 -3.50078174e-01 5.98995003e-02 -3.60187212e-02
8.89552876e-01 1.38875321e-01 3.72294715e-01 4.85182255e-02
-8.02201479e-02 -1.24570889e-01]
[ -1.89210728e-01 -2.46477103e-01 2.56631750e-01 -2.26999052e-01
6.13490856e-01 -4.92194635e-02 6.32534135e-01 1.43549347e-02
-2.43699476e-01 -1.32030777e-02]
[ -1.16227328e-01 -1.81021282e-01 -1.74807925e-01 -8.48241182e-02
4.38851054e-01 -2.35055192e-01 1.36696286e-01 1.70314683e-01
3.00974080e-03 -1.02363829e-01]
[ 1.23223708e-01 2.63231613e-01 1.69595173e-01 -7.40151233e-02
-1.29442702e-01 4.44030158e-02 -1.73627930e-01 2.84493985e-01
8.77731099e-02 1.90366336e-01]
[ 3.42295498e-01 2.91234836e-01 -8.68982973e-02 3.05562216e-01
-8.72765788e-01 -2.84341094e-01 -4.51714870e-01 1.77236773e-01
3.72676701e-01 -4.85567413e-02]
[ 5.11501154e-02 1.53004594e-01 2.54647765e-01 2.56881227e-01
-7.60190252e-02 -1.97486738e-01 -1.89672174e-01 -1.32530827e-01
-1.35114170e-01 -2.81579138e-01]
[ 2.81795250e-02 -4.32270778e-02 -1.16084593e-01 -4.75616767e-02
2.29656638e-01 3.94375458e-02 -1.89211471e-02 -1.83961196e-01
3.94501417e-02 2.15379274e-01]
[ 6.69673576e-04 -5.43459243e-02 -6.65995883e-02 -5.05113379e-02
-1.63046010e-02 -1.75950202e-01 8.89654665e-02 1.01771207e-02
3.77076495e-02 7.67378510e-03]
[ 3.14840695e-02 7.21355605e-02 2.46184653e-01 7.85464039e-02
-2.39052844e-01 -1.35379455e-01 1.09091269e-01 4.00199182e-02
-1.82434408e-01 1.13994574e-01]
[ 6.43719267e-02 9.20042895e-03 1.04601694e-01 -2.30383542e-03
-2.07281198e-01 7.26316669e-02 8.78673398e-02 -2.71189867e-01
-2.46972057e-02 -9.83752559e-02]
[ -1.75238857e-02 6.92275109e-02 8.17888877e-02 -3.79239630e-02
-8.78848608e-03 1.84147898e-01 1.18428620e-01 1.18089431e-01
-2.72742201e-02 1.66257694e-01]
[ 2.10912827e-01 3.87457816e-02 2.41319653e-02 6.75879606e-02
9.44946458e-02 -1.78480174e-02 -1.32113816e-01 1.47670533e-01
-6.50556862e-02 -3.27263045e-02]
[ 3.67587184e-02 -3.27481234e-02 1.46226293e-02 3.35269598e-02
-3.83105260e-01 -1.20381905e-01 -1.89574322e-01 4.08741357e-02
1.14794593e-01 1.88424590e-01]
[ 2.69812536e-02 5.06203095e-01 1.13305898e-01 3.88407455e-01
-1.01949694e+00 -2.99105817e-01 -6.00533175e-01 -7.41078070e-02
2.67693822e-01 3.11476696e-01]
[ 1.76212839e-01 5.12248542e-01 6.22984734e-02 4.13642142e-01
-8.32545309e-01 -8.23320685e-02 -4.49647973e-01 1.50597244e-01
2.00210189e-01 4.84793166e-01]
[ 2.59305171e-01 2.99254230e-01 2.46494382e-01 1.45271909e-01
-4.05216167e-01 8.08671543e-02 -2.09941728e-01 1.62761584e-01
2.38243724e-01 7.78117141e-02]
[ -7.50346313e-02 2.11914747e-01 2.41018748e-01 1.37374505e-02
-2.74906404e-02 1.31770455e-01 -9.19418611e-02 -1.51646629e-02
-3.52966352e-02 4.85202549e-02]
[ -9.76129845e-02 -7.61262984e-03 2.51150050e-02 9.32024608e-02
-5.03204450e-02 1.16217245e-01 2.57822504e-01 2.03304131e-02
-2.74844941e-01 -9.34818136e-02]
[ -2.18830365e-01 -1.85647007e-02 -9.26303973e-02 -3.43056401e-01
1.77751586e-01 1.19571357e-01 9.95210148e-02 1.03640327e-01
-2.06707527e-01 3.33016986e-02]
[ 1.45897490e-02 -3.62200309e-01 -1.25325071e-01 -1.56398276e-01
3.55864618e-01 2.45570126e-02 1.62082218e-01 1.52926599e-01
-1.61011563e-01 -2.14961349e-01]
[ 1.44232731e-01 -1.69770419e-01 -1.40496142e-01 1.67731224e-04
1.08728603e-01 -5.99612260e-02 1.12999375e-03 -1.49024477e-01
1.34033131e-01 -1.10930643e-01]
[ -1.18417496e-01 1.29089893e-01 2.59513158e-01 -1.95115366e-02
1.69619592e-01 8.64705608e-02 -1.32621836e-03 -2.98420192e-01
-1.19636603e-01 -6.14140291e-02]
[ -3.53117134e-01 7.02144958e-02 1.04401368e-02 -3.44929581e-02
1.61367072e-01 -1.69241315e-01 -2.05752622e-02 2.34525773e-01
-9.54139139e-02 7.23123894e-02]
[ 1.47834433e-01 8.38759995e-02 -2.37338757e-01 -9.07558545e-02
1.18916330e-01 -2.93229965e-01 2.52979137e-02 -1.68072788e-01
-2.96335869e-03 -1.90158876e-01]
[ 2.05132474e-01 -1.67313593e-01 5.92190368e-02 -3.34756419e-02
1.03729584e-01 -2.93428867e-02 1.66691226e-02 -1.37494689e-01
1.04439466e-01 -1.89805578e-01]
[ -1.07423327e-01 -4.82640563e-02 1.19880796e-01 1.04834368e-01
4.97995698e-02 -1.10827344e-01 2.48833995e-01 -7.75512715e-02
1.82060569e-01 -7.69949495e-03]
[ 1.21993911e-02 -1.49639723e-01 2.09772928e-01 -2.27128402e-01
2.53451936e-02 1.09307049e-01 2.78448340e-02 -1.14205846e-01
3.33047094e-02 2.39619384e-01]]
[[ 0.57587192]
[ 1.46007959]
[ 0.27838834]
[ 0.82939685]
[-2.57952 ]
[-0.27357692]
[-1.5316872 ]
[ 0.04001354]
[ 0.64300116]
[ 0.86687326]]
Progress: 23.4% ... Training loss: 0.297 ... Validation loss: 0.471[[ 1.57403001e-01 1.98719806e-01 -1.11632023e-01 1.01084990e-01
-5.01935843e-01 -6.82523115e-02 -5.05977521e-02 1.23066501e-01
-7.36068459e-02 1.81973898e-01]
[ 1.22576362e-02 1.58981739e-01 -2.09169539e-02 3.85145241e-02
1.04989313e-01 -4.63634732e-03 3.07922107e-01 4.11031546e-02
1.36941650e-01 -3.22499301e-02]
[ 1.77197615e-01 4.67071975e-01 1.59358610e-02 2.96116632e-02
2.24648645e-01 -3.70680281e-02 -5.47941919e-01 -3.70212483e-02
6.96384365e-02 2.92223131e-01]
[ -1.84644182e-02 -3.02850383e-01 -2.35943639e-01 3.93988813e-02
4.22897829e-03 1.61994237e-01 1.37366499e-01 5.60737126e-02
2.40779350e-02 1.30047957e-01]
[ -4.26930523e-03 1.58564249e-01 -1.44135978e-01 4.74371482e-02
5.87629244e-02 -1.81521754e-01 3.30021021e-02 -1.19370150e-01
-1.82067892e-01 8.26090934e-03]
[ -3.56509788e-01 -4.11445435e-01 -2.87779691e-01 1.60889741e-01
1.35508908e-01 4.25575936e-02 1.02605112e-01 -3.55707799e-02
-3.59775411e-03 2.19826132e-02]
[ -6.42878952e-04 -1.72281418e-01 1.10835170e-02 9.57602335e-02
-3.01208328e-02 -7.23122325e-02 1.65168487e-01 -1.89811784e-01
1.91519193e-01 3.54957826e-02]
[ 1.15780338e-01 -2.25450965e-01 3.46433296e-02 -6.54392988e-02
1.07982295e-01 -4.70011136e-02 5.99990589e-02 1.21642289e-01
7.78284505e-02 -2.13387866e-02]
[ -1.75461948e-01 -1.01601840e-01 -3.07074403e-01 -2.84016965e-02
1.46571961e-02 7.18280016e-02 -1.88041748e-01 -2.86867386e-02
2.54184099e-01 -1.33688315e-01]
[ 7.34577836e-02 -2.83092315e-01 9.60655837e-02 4.80461355e-02
7.06874634e-02 -1.17859848e-01 7.07857641e-02 -9.96327265e-02
2.70388526e-02 1.37471785e-01]
[ -8.37618227e-02 4.16229026e-02 -2.39342414e-03 -1.58827059e-01
5.00103145e-02 2.39857782e-02 1.17851539e-01 -1.02813756e-01
-2.32197932e-02 -1.32250803e-01]
[ -1.13236895e-01 -7.39221268e-02 -7.03491112e-02 -1.00972868e-02
3.75062904e-01 1.02035578e-01 3.92405676e-02 -1.60692983e-02
-1.71099713e-01 -2.11540629e-01]
[ -1.56450021e-01 5.22730026e-03 6.21736137e-02 2.24536097e-02
-1.73961743e-01 -2.19982265e-01 -1.79225683e-01 -1.96963308e-01
8.76352615e-02 1.74907295e-01]
[ -2.28943823e-01 -2.02061957e-01 1.15677247e-01 2.64639007e-01
-1.06366772e-01 -8.07994888e-02 -6.80934429e-02 -2.55671631e-01
-2.17942106e-01 -1.09141885e-02]
[ 1.15865585e-01 -8.34429544e-02 -1.76423978e-02 1.23816766e-01
-2.19323838e-02 -8.76951277e-02 1.42429472e-01 4.08877845e-03
3.42000516e-02 2.11954788e-02]
[ 3.32056262e-02 -6.28203652e-02 -2.13107586e-01 1.43485412e-01
-2.88390415e-02 8.84264360e-02 -6.61836298e-02 -2.02147709e-02
-9.75774079e-02 -1.00504100e-02]
[ -1.21241439e-01 -5.90879232e-02 -2.03260310e-01 1.55550558e-01
-1.37129751e-02 1.34266460e-01 5.75741639e-03 -2.50190003e-01
6.87557565e-02 -2.00265499e-01]
[ -7.21627517e-02 -4.02153830e-02 2.75022890e-01 9.46797173e-02
1.33704665e-01 -6.00050180e-02 -1.21442614e-01 1.20520223e-01
6.85043904e-02 2.83599401e-02]
[ 5.14108386e-02 -2.82316634e-02 8.62675101e-02 8.49543435e-02
8.41915914e-02 -1.64182303e-02 2.48874813e-01 1.20477017e-01
-3.53400953e-02 -6.87106553e-02]
[ 3.32925987e-03 -1.64275975e-01 -2.92836654e-01 -5.60876278e-02
2.23971561e-01 -8.89761760e-02 1.81948335e-01 1.63823333e-01
1.02522191e-01 -3.65421652e-02]
[ 5.20151880e-02 7.16954068e-04 -1.16911744e-01 4.41477207e-02
-9.02913610e-02 3.23018752e-01 2.52760665e-01 2.05352489e-01
-1.62159020e-01 -5.89372553e-02]
[ 3.72041706e-03 -1.83192840e-02 1.21990487e-01 1.05262344e-01
-7.67210297e-03 1.06005860e-01 -1.46559287e-01 -4.12338097e-02
2.10526345e-01 7.74056836e-02]
[ 1.05135725e-01 6.87675091e-02 -4.92929398e-02 -1.07108459e-01
-8.43033938e-02 -3.28054440e-01 1.17814701e-01 8.39652863e-03
1.37371132e-01 8.39512379e-02]
[ -9.94726313e-02 7.61233284e-03 -1.58156828e-02 2.13869497e-02
1.31192193e-02 -2.02865964e-01 -8.93468393e-02 -1.98900297e-02
1.38046356e-02 1.27286018e-01]
[ -1.39749590e-01 -5.56105170e-02 -1.95112502e-01 2.65754906e-03
-2.76661709e-01 -6.61896591e-03 -2.21418477e-02 -2.31397033e-02
8.19168049e-03 6.93022168e-02]
[ -2.63470247e-02 -5.96062927e-02 -7.30552930e-02 -1.22820221e-01
5.17740594e-01 2.74736298e-01 5.31757558e-01 1.13433982e-01
-1.78103514e-01 -3.68682155e-01]
[ -1.44594307e-02 -3.52426539e-01 -2.90005972e-02 -7.18146298e-02
6.56946790e-01 1.00747400e-01 4.93728354e-01 9.16241261e-02
2.98441763e-02 -3.78568699e-01]
[ 1.28137280e-02 -4.10605609e-01 -4.23554759e-02 -1.06427448e-01
6.75243189e-01 2.35499976e-02 4.64425623e-01 4.89082575e-02
-3.61938479e-01 -2.15612518e-01]
[ -1.58170620e-01 -5.43459977e-01 -4.51955995e-03 -1.89620103e-01
7.25614161e-01 -9.45361380e-02 5.73574406e-01 -8.16113875e-02
-5.72191366e-02 9.41365823e-02]
[ -2.80378757e-01 -3.50670861e-01 5.98309706e-02 -3.62284121e-02
8.90170385e-01 1.38943405e-01 3.72906903e-01 4.85080798e-02
-8.03601552e-02 -1.24782770e-01]
[ -1.89213598e-01 -2.46514950e-01 2.56641146e-01 -2.26970564e-01
6.13438222e-01 -4.92274838e-02 6.32561015e-01 1.43558411e-02
-2.43685605e-01 -1.31787173e-02]
[ -1.16299161e-01 -1.81299641e-01 -1.74840717e-01 -8.49097239e-02
4.39149246e-01 -2.35028602e-01 1.37010867e-01 1.70310353e-01
2.94851473e-03 -1.02469918e-01]
[ 1.23319639e-01 2.63838044e-01 1.69623460e-01 -7.38992626e-02
-1.30010385e-01 4.43520204e-02 -1.73906299e-01 2.84497629e-01
8.78343946e-02 1.90569453e-01]
[ 3.41973239e-01 2.90472179e-01 -8.70396630e-02 3.05145571e-01
-8.71596464e-01 -2.84192275e-01 -4.50799604e-01 1.77215876e-01
3.72406133e-01 -4.90169049e-02]
[ 5.11181530e-02 1.52989018e-01 2.54637003e-01 2.56856322e-01
-7.59161899e-02 -1.97474720e-01 -1.89639684e-01 -1.32532309e-01
-1.35144720e-01 -2.81609337e-01]
[ 2.80862281e-02 -4.34215051e-02 -1.16121797e-01 -4.76890670e-02
2.29856914e-01 3.94735057e-02 -1.87120046e-02 -1.83967228e-01
3.93438058e-02 2.15139419e-01]
[ 5.76735188e-04 -5.48757756e-02 -6.66552574e-02 -5.06777571e-02
-1.57542283e-02 -1.75904012e-01 8.93617496e-02 1.01694731e-02
3.75841125e-02 7.49764207e-03]
[ 3.09653655e-02 7.09506020e-02 2.45929768e-01 7.77388101e-02
-2.36590014e-01 -1.35147210e-01 1.10469793e-01 3.99818514e-02
-1.83064194e-01 1.13167429e-01]
[ 6.43429154e-02 9.15885063e-03 1.04593932e-01 -2.33010794e-03
-2.07325501e-01 7.26563516e-02 8.79563726e-02 -2.71192186e-01
-2.47077075e-02 -9.83913595e-02]
[ -1.77351356e-02 6.90327870e-02 8.16758673e-02 -3.82597533e-02
-7.91623271e-03 1.84243624e-01 1.18963864e-01 1.18078458e-01
-2.75381431e-02 1.65917471e-01]
[ 2.11190713e-01 3.96187678e-02 2.42912984e-02 6.80795305e-02
9.29541960e-02 -1.80151258e-02 -1.32905970e-01 1.47694019e-01
-6.46877740e-02 -3.22693105e-02]
[ 3.66957569e-02 -3.26843400e-02 1.46003455e-02 3.34459074e-02
-3.82696830e-01 -1.20375808e-01 -1.89510675e-01 4.08708256e-02
1.14678886e-01 1.88359169e-01]
[ 2.78752204e-02 5.07977469e-01 1.13702346e-01 3.89572032e-01
-1.02269978e+00 -2.99430539e-01 -6.02582386e-01 -7.40488644e-02
2.68677129e-01 3.12783844e-01]
[ 1.76392445e-01 5.12702792e-01 6.23888995e-02 4.13873958e-01
-8.33209427e-01 -8.24119338e-02 -4.50109728e-01 1.50610316e-01
2.00413227e-01 4.85053416e-01]
[ 2.59481202e-01 2.99709150e-01 2.46588733e-01 1.45555043e-01
-4.06102756e-01 8.07784658e-02 -2.10402304e-01 1.62775785e-01
2.38455669e-01 7.80975337e-02]
[ -7.55753113e-02 2.10917556e-01 2.40745709e-01 1.29288233e-02
-2.51037213e-02 1.32028448e-01 -9.05783875e-02 -1.51973751e-02
-3.59117174e-02 4.76792146e-02]
[ -9.72718856e-02 -6.78669324e-03 2.52790409e-02 9.36948728e-02
-5.17559697e-02 1.16061882e-01 2.56914190e-01 2.03528574e-02
-2.74467268e-01 -9.29831885e-02]
[ -2.18831422e-01 -1.85585562e-02 -9.26281717e-02 -3.43073466e-01
1.77760326e-01 1.19570585e-01 9.94862085e-02 1.03640069e-01
-2.06708759e-01 3.32612728e-02]
[ 1.43453635e-02 -3.62804871e-01 -1.25441900e-01 -1.56744853e-01
3.56972946e-01 2.46668500e-02 1.62734451e-01 1.52910178e-01
-1.61273211e-01 -2.15335279e-01]
[ 1.44000345e-01 -1.69876575e-01 -1.40614765e-01 -1.14575624e-04
1.09415111e-01 -5.98412023e-02 1.78389292e-03 -1.49041550e-01
1.33827231e-01 -1.11275165e-01]
[ -1.19202315e-01 1.27526037e-01 2.59150423e-01 -2.06061681e-02
1.73247715e-01 8.68247425e-02 9.02466498e-04 -2.98459754e-01
-1.20506328e-01 -6.25858576e-02]
[ -3.53091915e-01 7.02430218e-02 1.04877115e-02 -3.43473323e-02
1.61010033e-01 -1.69315787e-01 -2.06858661e-02 2.34527362e-01
-9.52970193e-02 7.24707461e-02]
[ 1.47200151e-01 8.22227246e-02 -2.37629681e-01 -9.17024467e-02
1.21570550e-01 -2.92979828e-01 2.70793478e-02 -1.68116820e-01
-3.70226705e-03 -1.91170516e-01]
[ 2.05196309e-01 -1.67245094e-01 5.92322656e-02 -3.34820297e-02
1.03879036e-01 -2.93216606e-02 1.66915475e-02 -1.37492360e-01
1.04508888e-01 -1.89743505e-01]
[ -1.06752385e-01 -4.70474528e-02 1.20179852e-01 1.05728509e-01
4.72548372e-02 -1.11091180e-01 2.47351112e-01 -7.75064795e-02
1.82789786e-01 -6.72193567e-03]
[ 1.24001402e-02 -1.49153730e-01 2.09868215e-01 -2.26838925e-01
2.41849456e-02 1.09189969e-01 2.74418208e-02 -1.14189248e-01
3.35289939e-02 2.39840892e-01]]
[[ 0.57366511]
[ 1.45892861]
[ 0.27718912]
[ 0.82786443]
[-2.58512775]
[-0.2763963 ]
[-1.53472853]
[ 0.03910837]
[ 0.64260772]
[ 0.86587635]]
Progress: 23.5% ... Training loss: 0.297 ... Validation loss: 0.471[[ 1.58469209e-01 2.01355786e-01 -1.10942810e-01 1.03144184e-01
-5.08850431e-01 -6.89110402e-02 -5.26962480e-02 1.23156864e-01
-7.20592109e-02 1.83510782e-01]
[ 1.21838295e-02 1.58807453e-01 -2.09536290e-02 3.84082615e-02
1.05321392e-01 -4.60076843e-03 3.08108145e-01 4.10978914e-02
1.36859308e-01 -3.23475500e-02]
[ 1.82292779e-01 4.79604006e-01 1.86201536e-02 3.72059072e-02
2.03633821e-01 -3.96474869e-02 -5.61057132e-01 -3.66504876e-02
7.58213144e-02 2.99703420e-01]
[ -1.88198374e-02 -3.04003286e-01 -2.36242551e-01 3.86498453e-02
5.66293635e-03 1.62262633e-01 1.37902172e-01 5.60378644e-02
2.36126886e-02 1.29777352e-01]
[ -3.80868479e-03 1.60198496e-01 -1.43875756e-01 4.82016067e-02
5.64252060e-02 -1.81867545e-01 3.11631546e-02 -1.19329531e-01
-1.81437969e-01 8.82752135e-03]
[ -3.58445026e-01 -4.15999105e-01 -2.88725732e-01 1.58373271e-01
1.42188870e-01 4.34361120e-02 1.08022503e-01 -3.57004727e-02
-5.79053409e-03 1.90679203e-02]
[ -1.29069755e-03 -1.73881443e-01 1.08201295e-02 9.48534280e-02
-2.73528881e-02 -7.20081529e-02 1.67085995e-01 -1.89856620e-01
1.90831070e-01 3.46387235e-02]
[ 1.18718379e-01 -2.18612216e-01 3.61954571e-02 -6.08567231e-02
9.43059587e-02 -4.85227271e-02 5.29274380e-02 1.21862297e-01
8.14741541e-02 -1.70427128e-02]
[ -1.75161334e-01 -1.01332893e-01 -3.06909337e-01 -2.79818651e-02
1.31028473e-02 7.16987496e-02 -1.88389847e-01 -2.86688260e-02
2.54494937e-01 -1.33290099e-01]
[ 7.45174356e-02 -2.80594951e-01 9.67317149e-02 5.00901213e-02
6.45490232e-02 -1.18491246e-01 6.89574120e-02 -9.95424080e-02
2.85146479e-02 1.38986882e-01]
[ -8.43931938e-02 3.99001774e-02 -2.66334743e-03 -1.59673760e-01
5.14514821e-02 2.42594250e-02 1.19967443e-01 -1.02857895e-01
-2.38853230e-02 -1.33220584e-01]
[ -1.13009575e-01 -7.37427640e-02 -7.02375542e-02 -9.71544048e-03
3.73977398e-01 1.01925061e-01 3.88681945e-02 -1.60520873e-02
-1.70834341e-01 -2.11163407e-01]
[ -1.56450021e-01 5.22730026e-03 6.21736137e-02 2.24536097e-02
-1.73961743e-01 -2.19982265e-01 -1.79225683e-01 -1.96963308e-01
8.76352615e-02 1.74907295e-01]
[ -2.30194112e-01 -2.04673635e-01 1.15064455e-01 2.62982254e-01
-1.02354744e-01 -8.01992457e-02 -6.47313915e-02 -2.55756697e-01
-2.19381851e-01 -1.28500737e-02]
[ 1.15456199e-01 -8.46488845e-02 -1.78509351e-02 1.23234393e-01
-2.02018788e-02 -8.75271638e-02 1.43670991e-01 4.06021356e-03
3.37206361e-02 2.05489873e-02]
[ 3.28466543e-02 -6.39209649e-02 -2.13286936e-01 1.43040959e-01
-2.74217081e-02 8.85865379e-02 -6.50545765e-02 -2.02385976e-02
-9.79690452e-02 -1.05606725e-02]
[ -1.20785121e-01 -5.82456329e-02 -2.03043933e-01 1.56212079e-01
-1.54300020e-02 1.34064067e-01 4.77079892e-03 -2.50161397e-01
6.92672648e-02 -1.99567250e-01]
[ -7.26001679e-02 -4.11478734e-02 2.74834210e-01 9.40769450e-02
1.35408227e-01 -5.97994080e-02 -1.20223286e-01 1.20491109e-01
6.80629984e-02 2.77946762e-02]
[ 5.11189021e-02 -2.86980226e-02 8.61558089e-02 8.45750917e-02
8.52313721e-02 -1.62973413e-02 2.49441349e-01 1.20460617e-01
-3.56452642e-02 -6.91471041e-02]
[ 4.22373989e-03 -1.62266701e-01 -2.92395254e-01 -5.47932567e-02
2.19849758e-01 -8.94012661e-02 1.79860419e-01 1.63878672e-01
1.03527677e-01 -3.53628946e-02]
[ 5.33057410e-02 3.52653325e-03 -1.16200878e-01 4.62182343e-02
-9.61984348e-02 3.22314691e-01 2.49736452e-01 2.05456550e-01
-1.60454464e-01 -5.69843805e-02]
[ 4.26971155e-03 -1.68129095e-02 1.22301351e-01 1.06141167e-01
-1.02690582e-02 1.05712828e-01 -1.47828791e-01 -4.11929184e-02
2.11202498e-01 7.82367099e-02]
[ 1.05585683e-01 6.97211691e-02 -4.90787679e-02 -1.06457736e-01
-8.61800397e-02 -3.28251412e-01 1.16788570e-01 8.42743296e-03
1.37844389e-01 8.46172981e-02]
[ -9.94856051e-02 7.37549471e-03 -1.58116825e-02 2.13506473e-02
1.33889952e-02 -2.02863107e-01 -8.92223616e-02 -1.98902580e-02
1.37652002e-02 1.27250603e-01]
[ -1.39973619e-01 -5.62237969e-02 -1.95201355e-01 2.38263413e-03
-2.76397968e-01 -6.52335029e-03 -2.14752534e-02 -2.31529137e-02
7.99315193e-03 6.90270407e-02]
[ -2.66828902e-02 -6.04571402e-02 -7.32158999e-02 -1.23304667e-01
5.19221292e-01 2.74895904e-01 5.32571164e-01 1.13411958e-01
-1.78474807e-01 -3.69191076e-01]
[ -1.42297083e-02 -3.52021271e-01 -2.88980010e-02 -7.14789155e-02
6.56017786e-01 1.00636765e-01 4.93226750e-01 9.16399189e-02
3.01045666e-02 -3.78241770e-01]
[ 1.30618931e-02 -4.10209364e-01 -4.22324522e-02 -1.06066562e-01
6.74192632e-01 2.34282848e-02 4.63883884e-01 4.89255402e-02
-3.61653089e-01 -2.15232959e-01]
[ -1.58185049e-01 -5.43487909e-01 -4.52652034e-03 -1.89640443e-01
7.25649627e-01 -9.45291879e-02 5.73613799e-01 -8.16123860e-02
-5.72344455e-02 9.41166517e-02]
[ -2.80720863e-01 -3.51596908e-01 5.96735974e-02 -3.67054174e-02
8.91513670e-01 1.39101149e-01 3.73925891e-01 4.84854950e-02
-8.07166858e-02 -1.25245303e-01]
[ -1.88804957e-01 -2.45802892e-01 2.56860597e-01 -2.26312431e-01
6.11546018e-01 -4.94351756e-02 6.31818362e-01 1.43868856e-02
-2.43180443e-01 -1.24973348e-02]
[ -1.16530360e-01 -1.81923107e-01 -1.74948956e-01 -8.52327584e-02
4.40083050e-01 -2.34924438e-01 1.37684012e-01 1.70295068e-01
2.72991636e-03 -1.02807497e-01]
[ 1.23328062e-01 2.63992266e-01 1.69650431e-01 -7.38824029e-02
-1.30093324e-01 4.43424038e-02 -1.73931396e-01 2.84494131e-01
8.78705753e-02 1.90612118e-01]
[ 3.40929387e-01 2.88320081e-01 -8.75280797e-02 3.03721068e-01
-8.68792709e-01 -2.83689084e-01 -4.48102970e-01 1.77143855e-01
3.71234639e-01 -5.06036655e-02]
[ 5.12914715e-02 1.53454853e-01 2.54723700e-01 2.57112171e-01
-7.67393249e-02 -1.97563107e-01 -1.90134715e-01 -1.32519587e-01
-1.34941751e-01 -2.81330922e-01]
[ 2.80655805e-02 -4.34766591e-02 -1.16131259e-01 -4.77195459e-02
2.29954613e-01 3.94830161e-02 -1.86598975e-02 -1.83968569e-01
3.93209962e-02 2.15106726e-01]
[ 8.10766708e-04 -5.42720730e-02 -6.65220016e-02 -5.03015213e-02
-1.69454955e-02 -1.76027240e-01 8.87221540e-02 1.01850125e-02
3.78779130e-02 7.83246583e-03]
[ 3.07758720e-02 7.05086190e-02 2.45841921e-01 7.74530306e-02
-2.35730352e-01 -1.35057280e-01 1.11003539e-01 3.99688972e-02
-1.83275053e-01 1.12874766e-01]
[ 6.47940995e-02 1.02742518e-02 1.04812990e-01 -1.66106966e-03
-2.09333623e-01 7.24329463e-02 8.68678287e-02 -2.71163727e-01
-2.42027765e-02 -9.77374261e-02]
[ -1.75942480e-02 6.94195336e-02 8.17334724e-02 -3.80569411e-02
-8.39096585e-03 1.84167826e-01 1.18583864e-01 1.18088025e-01
-2.73790166e-02 1.66067559e-01]
[ 2.11037572e-01 3.92464989e-02 2.42168033e-02 6.78474452e-02
9.35648625e-02 -1.79447633e-02 -1.32488504e-01 1.47683891e-01
-6.48919531e-02 -3.25141791e-02]
[ 3.68381211e-02 -3.24380664e-02 1.46669632e-02 3.36505447e-02
-3.83401544e-01 -1.20439225e-01 -1.89724157e-01 4.08817256e-02
1.14812723e-01 1.88536730e-01]
[ 2.79965986e-02 5.08129681e-01 1.13815256e-01 3.89929206e-01
-1.02322702e+00 -2.99528584e-01 -6.02438093e-01 -7.40318590e-02
2.68911196e-01 3.13044267e-01]
[ 1.76605083e-01 5.12954090e-01 6.25215943e-02 4.14316555e-01
-8.34511691e-01 -8.25385889e-02 -4.50370345e-01 1.50628985e-01
2.00699194e-01 4.85238011e-01]
[ 2.59844259e-01 3.00771181e-01 2.46787548e-01 1.46160187e-01
-4.07993658e-01 8.05716210e-02 -2.11455684e-01 1.62805078e-01
2.38910452e-01 7.87046325e-02]
[ -7.55698071e-02 2.10890728e-01 2.40749741e-01 1.29291430e-02
-2.51109692e-02 1.32030608e-01 -9.05167585e-02 -1.51963401e-02
-3.58987716e-02 4.76614884e-02]
[ -9.69266080e-02 -6.05682779e-03 2.54410155e-02 9.41936659e-02
-5.31903182e-02 1.15900296e-01 2.56039131e-01 2.03756908e-02
-2.74084302e-01 -9.24964916e-02]
[ -2.18771443e-01 -1.84369308e-02 -9.25961644e-02 -3.42972724e-01
1.77443532e-01 1.19539608e-01 9.93339568e-02 1.03644794e-01
-2.06636900e-01 3.33627348e-02]
[ 1.41871256e-02 -3.63177028e-01 -1.25518442e-01 -1.56972983e-01
3.57660601e-01 2.47429661e-02 1.63167678e-01 1.52899535e-01
-1.61450874e-01 -2.15574699e-01]
[ 1.43204920e-01 -1.71572115e-01 -1.40995994e-01 -1.04908128e-03
1.11744694e-01 -5.94790829e-02 4.28470365e-03 -1.49093518e-01
1.32963333e-01 -1.12523171e-01]
[ -1.19000593e-01 1.27690928e-01 2.59297555e-01 -2.02884594e-02
1.72311848e-01 8.66896811e-02 4.42104138e-04 -2.98439631e-01
-1.20191623e-01 -6.23329114e-02]
[ -3.52750499e-01 7.07195140e-02 1.06576083e-02 -3.38145959e-02
1.59448520e-01 -1.69479032e-01 -2.11732617e-02 2.34545700e-01
-9.49443134e-02 7.28278947e-02]
[ 1.47236124e-01 8.21969966e-02 -2.37614763e-01 -9.16130014e-02
1.21534631e-01 -2.93041877e-01 2.69774341e-02 -1.68111817e-01
-3.65765752e-03 -1.91077865e-01]
[ 2.06108663e-01 -1.65272418e-01 5.97436539e-02 -3.19611194e-02
9.95874347e-02 -2.98298941e-02 1.47518919e-02 -1.37417186e-01
1.05713432e-01 -1.88220041e-01]
[ -1.06156528e-01 -4.56292753e-02 1.20483310e-01 1.06627802e-01
4.45343292e-02 -1.11364671e-01 2.45876117e-01 -7.74639426e-02
1.83440298e-01 -5.89038373e-03]
[ 1.17638440e-02 -1.50510697e-01 2.09610416e-01 -2.27685382e-01
2.56179904e-02 1.09501663e-01 2.93205113e-02 -1.14235064e-01
3.29014549e-02 2.38953675e-01]]
[[ 0.58128965]
[ 1.46788296]
[ 0.2819193 ]
[ 0.8306883 ]
[-2.57975346]
[-0.27329798]
[-1.53488864]
[ 0.04374975]
[ 0.64692894]
[ 0.87229764]]
Progress: 23.6% ... Training loss: 0.297 ... Validation loss: 0.464[[ 1.59307788e-01 2.02905393e-01 -1.10517474e-01 1.04252907e-01
-5.11075329e-01 -6.92638570e-02 -5.43532174e-02 1.23229013e-01
-7.11032681e-02 1.84839430e-01]
[ 1.15594246e-02 1.57237350e-01 -2.12296183e-02 3.75633807e-02
1.07872066e-01 -4.31514376e-03 3.09773972e-01 4.10524493e-02
1.36253394e-01 -3.32429796e-02]
[ 1.82307141e-01 4.79877605e-01 1.85020117e-02 3.63978402e-02
2.06043664e-01 -3.94760388e-02 -5.61911403e-01 -3.66787073e-02
7.55120555e-02 2.99379622e-01]
[ -1.80648781e-02 -3.01875911e-01 -2.35912401e-01 3.98837464e-02
1.95847836e-03 1.61887614e-01 1.36193976e-01 5.60946240e-02
2.45239879e-02 1.30864813e-01]
[ -5.22380382e-04 1.66786502e-01 -1.42425303e-01 5.28095510e-02
4.27805796e-02 -1.83257856e-01 2.35672369e-02 -1.19079821e-01
-1.77704501e-01 1.34678529e-02]
[ -3.58965293e-01 -4.17377055e-01 -2.88944366e-01 1.57796940e-01
1.43909317e-01 4.36207510e-02 1.09712442e-01 -3.57341561e-02
-6.28765500e-03 1.84377104e-02]
[ -1.64782962e-03 -1.75505733e-01 1.06711183e-02 9.41675603e-02
-2.47933232e-02 -7.18295417e-02 1.67931969e-01 -1.89880911e-01
1.90353055e-01 3.40405691e-02]
[ 1.18678464e-01 -2.18627817e-01 3.61760195e-02 -6.09705100e-02
9.48144917e-02 -4.84744587e-02 5.32753978e-02 1.21858847e-01
8.14401317e-02 -1.70601363e-02]
[ -1.75339753e-01 -1.02231242e-01 -3.06923208e-01 -2.81473087e-02
1.33061889e-02 7.17692030e-02 -1.87444286e-01 -2.86777262e-02
2.54409884e-01 -1.33507359e-01]
[ 7.46039227e-02 -2.81282212e-01 9.68962976e-02 5.03045864e-02
6.41383065e-02 -1.18595098e-01 6.91849878e-02 -9.95218351e-02
2.87412837e-02 1.39399793e-01]
[ -8.49775268e-02 3.78923699e-02 -2.98695259e-03 -1.60626208e-01
5.44957835e-02 2.45810931e-02 1.22083095e-01 -1.02905674e-01
-2.45711047e-02 -1.34223791e-01]
[ -1.13607463e-01 -7.49638851e-02 -7.04794853e-02 -1.05188873e-02
3.76335700e-01 1.02189218e-01 4.03544016e-02 -1.60952042e-02
-1.71469406e-01 -2.12036159e-01]
[ -1.56450021e-01 5.22730026e-03 6.21736137e-02 2.24536097e-02
-1.73961743e-01 -2.19982265e-01 -1.79225683e-01 -1.96963308e-01
8.76352615e-02 1.74907295e-01]
[ -2.30556791e-01 -2.05866137e-01 1.14936250e-01 2.62630809e-01
-1.01375191e-01 -8.00678861e-02 -6.33973263e-02 -2.55781590e-01
-2.19726012e-01 -1.32890015e-02]
[ 1.15071542e-01 -8.54289364e-02 -1.80137795e-02 1.22740233e-01
-1.89044730e-02 -8.73678185e-02 1.44604856e-01 4.03453800e-03
3.33204189e-02 2.00163886e-02]
[ 3.32070169e-02 -6.32449322e-02 -2.13156228e-01 1.43488170e-01
-2.84146568e-02 8.84190500e-02 -6.58105308e-02 -2.02116625e-02
-9.75846926e-02 -1.00293995e-02]
[ -1.21228651e-01 -5.92426352e-02 -2.03249648e-01 1.55526696e-01
-1.28437699e-02 1.34250315e-01 5.67784664e-03 -2.50189511e-01
6.86980727e-02 -2.00244073e-01]
[ -7.32075917e-02 -4.25159245e-02 2.74568428e-01 9.32128378e-02
1.37903059e-01 -5.95283616e-02 -1.18967164e-01 1.20445568e-01
6.74053261e-02 2.69862666e-02]
[ 5.18238282e-02 -2.77504744e-02 8.65028495e-02 8.54647596e-02
8.26468291e-02 -1.65793100e-02 2.47905073e-01 1.20511344e-01
-3.48677806e-02 -6.82193391e-02]
[ 4.12458797e-03 -1.62487857e-01 -2.92478897e-01 -5.50320957e-02
2.20499272e-01 -8.93403749e-02 1.80034336e-01 1.63866490e-01
1.03345504e-01 -3.55243363e-02]
[ 5.31128427e-02 3.02983122e-03 -1.16296961e-01 4.59166339e-02
-9.55539275e-02 3.22417721e-01 2.50170167e-01 2.05439037e-01
-1.60681168e-01 -5.73056174e-02]
[ 5.10876112e-03 -1.45999017e-02 1.22754295e-01 1.07444715e-01
-1.37875636e-02 1.05306053e-01 -1.49322772e-01 -4.11197467e-02
2.12229854e-01 7.96121571e-02]
[ 1.05318078e-01 6.90574843e-02 -4.91766859e-02 -1.06823947e-01
-8.49857503e-02 -3.28119033e-01 1.17415968e-01 8.40665591e-03
1.37555912e-01 8.42159453e-02]
[ -9.96758155e-02 6.64892869e-03 -1.58995056e-02 2.10880315e-02
1.42878956e-02 -2.02778566e-01 -8.86160829e-02 -1.99037766e-02
1.36305077e-02 1.26973712e-01]
[ -1.40425537e-01 -5.75308607e-02 -1.95404988e-01 1.76513861e-03
-2.75055318e-01 -6.31398643e-03 -2.01320162e-02 -2.31858567e-02
7.51303880e-03 6.83471892e-02]
[ -2.68908060e-02 -6.10846239e-02 -7.33241814e-02 -1.23611377e-01
5.20092501e-01 2.75001802e-01 5.33190608e-01 1.13397022e-01
-1.78723137e-01 -3.69521617e-01]
[ -1.43726205e-02 -3.52542952e-01 -2.89722623e-02 -7.17042239e-02
6.56595469e-01 1.00707584e-01 4.93678504e-01 9.16282804e-02
2.99299296e-02 -3.78481952e-01]
[ 1.32319116e-02 -4.10011097e-01 -4.21603400e-02 -1.05823005e-01
6.73473832e-01 2.33496391e-02 4.63626777e-01 4.89380682e-02
-3.61467622e-01 -2.15000541e-01]
[ -1.58153890e-01 -5.43931172e-01 -4.45740428e-03 -1.89444155e-01
7.25258465e-01 -9.45950024e-02 5.73740729e-01 -8.16037116e-02
-5.71115303e-02 9.42863236e-02]
[ -2.81054308e-01 -3.52501921e-01 5.95406419e-02 -3.71344897e-02
8.92544847e-01 1.39240116e-01 3.74930729e-01 4.84630750e-02
-8.10224883e-02 -1.25621889e-01]
[ -1.89094622e-01 -2.46455025e-01 2.56728047e-01 -2.26717259e-01
6.12782242e-01 -4.93013148e-02 6.32420272e-01 1.43665353e-02
-2.43501004e-01 -1.29035303e-02]
[ -1.16663575e-01 -1.82238532e-01 -1.75013998e-01 -8.54203508e-02
4.40647899e-01 -2.34863712e-01 1.38035618e-01 1.70284899e-01
2.58014155e-03 -1.03009810e-01]
[ 1.23007477e-01 2.63271152e-01 1.69510574e-01 -7.42830779e-02
-1.28880332e-01 4.44732855e-02 -1.73077168e-01 2.84471894e-01
8.75470164e-02 1.90180557e-01]
[ 3.42216996e-01 2.91311201e-01 -8.69594715e-02 3.05426383e-01
-8.73073391e-01 -2.84269559e-01 -4.51357812e-01 1.77241820e-01
3.72582763e-01 -4.86853993e-02]
[ 5.08948262e-02 1.52482970e-01 2.54551410e-01 2.56547160e-01
-7.49861100e-02 -1.97367678e-01 -1.89110023e-01 -1.32549957e-01
-1.35401778e-01 -2.81924579e-01]
[ 2.80807640e-02 -4.34865304e-02 -1.16152497e-01 -4.77968499e-02
2.30061667e-01 3.94807374e-02 -1.87370880e-02 -1.83975168e-01
3.92630348e-02 2.15077287e-01]
[ 3.93117963e-04 -5.53254036e-02 -6.67228502e-02 -5.09094100e-02
-1.50873790e-02 -1.75843139e-01 8.98375188e-02 1.01545583e-02
3.74369343e-02 7.19998750e-03]
[ 3.02884283e-02 6.94397678e-02 2.45600167e-01 7.67134379e-02
-2.33470445e-01 -1.34835290e-01 1.12228380e-01 3.99304209e-02
-1.83855648e-01 1.12116712e-01]
[ 6.48160919e-02 1.03488836e-02 1.04825535e-01 -1.61908419e-03
-2.09462832e-01 7.24175894e-02 8.68224055e-02 -2.71161298e-01
-2.41709872e-02 -9.77129884e-02]
[ -1.71222521e-02 7.06362392e-02 8.19756296e-02 -3.73178856e-02
-1.07123186e-02 1.83937203e-01 1.17243384e-01 1.18126140e-01
-2.68202758e-02 1.66776933e-01]
[ 2.10786420e-01 3.89068634e-02 2.41362898e-02 6.75154895e-02
9.42820319e-02 -1.78577642e-02 -1.31908325e-01 1.47665647e-01
-6.51558781e-02 -3.28215767e-02]
[ 3.65646087e-02 -3.30537654e-02 1.45300678e-02 3.32198296e-02
-3.82209048e-01 -1.20300831e-01 -1.89077708e-01 4.08595181e-02
1.14491910e-01 1.88098562e-01]
[ 2.92163223e-02 5.10400708e-01 1.14426315e-01 3.91541571e-01
-1.02753019e+00 -3.00002660e-01 -6.04944663e-01 -7.39412338e-02
2.70226526e-01 3.14747056e-01]
[ 1.76238425e-01 5.12002882e-01 6.23433344e-02 4.13794331e-01
-8.33467951e-01 -8.23659835e-02 -4.49353626e-01 1.50599913e-01
2.00308175e-01 4.84691399e-01]
[ 2.59116953e-01 2.99037033e-01 2.46434973e-01 1.45122053e-01
-4.04885761e-01 8.09160825e-02 -2.09570140e-01 1.62750865e-01
2.38161689e-01 7.76183142e-02]
[ -7.51350810e-02 2.11945499e-01 2.40981162e-01 1.36152826e-02
-2.71160397e-02 1.31817268e-01 -9.16418607e-02 -1.51605164e-02
-3.53773704e-02 4.83592895e-02]
[ -9.73524883e-02 -6.98141193e-03 2.52425636e-02 9.36007816e-02
-5.13373405e-02 1.16085768e-01 2.57054494e-01 2.03442765e-02
-2.74542966e-01 -9.31349150e-02]
[ -2.18955366e-01 -1.88582648e-02 -9.26740715e-02 -3.43199666e-01
1.78103189e-01 1.19608281e-01 9.98461721e-02 1.03633948e-01
-2.06822232e-01 3.31249711e-02]
[ 1.43968909e-02 -3.62623084e-01 -1.25412735e-01 -1.56652281e-01
3.56755569e-01 2.46462688e-02 1.62571752e-01 1.52916698e-01
-1.61198110e-01 -2.15236816e-01]
[ 1.43834602e-01 -1.70118157e-01 -1.40648914e-01 -1.20516093e-05
1.08380615e-01 -5.97935175e-02 2.87298182e-03 -1.49041684e-01
1.33721664e-01 -1.11527869e-01]
[ -1.18956447e-01 1.26743618e-01 2.59402996e-01 -2.00648593e-02
1.71724592e-01 8.66478135e-02 8.23329357e-04 -2.98428907e-01
-1.20023556e-01 -6.21156352e-02]
[ -3.52561279e-01 7.11193704e-02 1.07752332e-02 -3.35038083e-02
1.58367389e-01 -1.69589235e-01 -2.15471432e-02 2.34560883e-01
-9.47095820e-02 7.30941451e-02]
[ 1.45456880e-01 7.78699749e-02 -2.38480792e-01 -9.42812378e-02
1.29339128e-01 -2.92224950e-01 3.15504066e-02 -1.68248122e-01
-5.71445398e-03 -1.93782669e-01]
[ 2.06261592e-01 -1.64948443e-01 5.98311748e-02 -3.16935251e-02
9.94017009e-02 -2.98937936e-02 1.48176361e-02 -1.37401653e-01
1.05972675e-01 -1.88002521e-01]
[ -1.04698176e-01 -4.23914827e-02 1.21146773e-01 1.08506858e-01
3.98442204e-02 -1.12001300e-01 2.42123610e-01 -7.73529360e-02
1.84970095e-01 -3.77281803e-03]
[ 9.97302403e-03 -1.54568137e-01 2.08754361e-01 -2.30276643e-01
3.27136879e-02 1.10333740e-01 3.36681154e-02 -1.14373365e-01
3.09138697e-02 2.36381517e-01]]
[[ 0.57907836]
[ 1.46702171]
[ 0.27802247]
[ 0.83021145]
[-2.58696432]
[-0.27768071]
[-1.54006618]
[ 0.04082644]
[ 0.64462059]
[ 0.870264 ]]
Progress: 23.6% ... Training loss: 0.297 ... Validation loss: 0.466[[ 1.62352993e-01 2.09913492e-01 -1.08908149e-01 1.08863611e-01
-5.25062114e-01 -7.07442116e-02 -6.12323999e-02 1.23459638e-01
-6.75017241e-02 1.89487802e-01]
[ 1.15456842e-02 1.57104210e-01 -2.12319745e-02 3.75633665e-02
1.07843494e-01 -4.31395517e-03 3.10016110e-01 4.10522352e-02
1.36249212e-01 -3.32471002e-02]
[ 1.83615722e-01 4.86049747e-01 1.92652914e-02 3.84788666e-02
1.99653535e-01 -4.00687661e-02 -5.67059303e-01 -3.65771289e-02
7.71339584e-02 3.01474812e-01]
[ -2.14290985e-02 -3.11460358e-01 -2.37518484e-01 3.49237271e-02
1.78578443e-02 1.63480490e-01 1.46313704e-01 5.58614650e-02
2.06697648e-02 1.25646234e-01]
[ -3.83146508e-03 1.58418467e-01 -1.43956182e-01 4.81168684e-02
5.68798749e-02 -1.81500003e-01 3.31625935e-02 -1.19294362e-01
-1.81430434e-01 8.13783284e-03]
[ -3.58009844e-01 -4.16229526e-01 -2.88435383e-01 1.59322389e-01
1.39491202e-01 4.30785763e-02 1.08295814e-01 -3.56555222e-02
-5.10386688e-03 1.99316485e-02]
[ -3.24805730e-03 -1.80128694e-01 9.95312311e-03 9.19491567e-02
-1.84423384e-02 -7.10016654e-02 1.72679438e-01 -1.89988592e-01
1.88677716e-01 3.15671961e-02]
[ 1.21257661e-01 -2.11708857e-01 3.75479761e-02 -5.68751169e-02
8.27586647e-02 -4.97707731e-02 4.63434879e-02 1.22055218e-01
8.45068756e-02 -1.29728461e-02]
[ -1.74264507e-01 -1.00270745e-01 -3.06406264e-01 -2.66251299e-02
9.64815573e-03 7.12416082e-02 -1.89434100e-01 -2.86010614e-02
2.55579665e-01 -1.31986667e-01]
[ 7.66549044e-02 -2.77330337e-01 9.80522370e-02 5.36591804e-02
5.44257012e-02 -1.19617309e-01 6.48591418e-02 -9.93512380e-02
3.14229555e-02 1.42587261e-01]
[ -8.37710832e-02 4.04131276e-02 -2.38570066e-03 -1.58810985e-01
4.96465074e-02 2.39628368e-02 1.19750499e-01 -1.02826074e-01
-2.32488538e-02 -1.32445426e-01]
[ -1.13855225e-01 -7.60324924e-02 -7.05567882e-02 -1.07640871e-02
3.77116591e-01 1.02291477e-01 4.14219594e-02 -1.61014128e-02
-1.71728354e-01 -2.12373445e-01]
[ -1.56450021e-01 5.22730026e-03 6.21736137e-02 2.24536097e-02
-1.73961743e-01 -2.19982265e-01 -1.79225683e-01 -1.96963308e-01
8.76352615e-02 1.74907295e-01]
[ -2.30202922e-01 -2.05408078e-01 1.15106471e-01 2.63150850e-01
-1.02619807e-01 -8.02306781e-02 -6.40625933e-02 -2.55755911e-01
-2.19336349e-01 -1.27862641e-02]
[ 1.14765322e-01 -8.65274672e-02 -1.81367336e-02 1.22526555e-01
-1.82476594e-02 -8.72964512e-02 1.45966345e-01 4.01973220e-03
3.30481924e-02 1.96646948e-02]
[ 3.42128441e-02 -6.12740168e-02 -2.12666196e-01 1.44816925e-01
-3.24095516e-02 8.79323281e-02 -6.79402163e-02 -2.01387336e-02
-9.64281677e-02 -8.58854336e-03]
[ -1.22419537e-01 -6.24763780e-02 -2.03761815e-01 1.53931839e-01
-7.99731309e-03 1.34846588e-01 9.05764147e-03 -2.50269822e-01
6.74252311e-02 -2.01998881e-01]
[ -7.35365238e-02 -4.34690689e-02 2.74406354e-01 9.26841604e-02
1.39101214e-01 -5.93297223e-02 -1.17951049e-01 1.20422685e-01
6.70492150e-02 2.63153874e-02]
[ 5.13736593e-02 -2.87818004e-02 8.62881873e-02 8.48578982e-02
8.42902170e-02 -1.63730084e-02 2.48910840e-01 1.20481633e-01
-3.53188142e-02 -6.87407567e-02]
[ 6.18671636e-03 -1.56940933e-01 -2.91363099e-01 -5.17024185e-02
2.10552082e-01 -9.03760138e-02 1.74494003e-01 1.64029914e-01
1.05858789e-01 -3.22637645e-02]
[ 5.34164014e-02 3.88946881e-03 -1.16134285e-01 4.63842178e-02
-9.67153065e-02 3.22260891e-01 2.49280382e-01 2.05456525e-01
-1.60320152e-01 -5.68200910e-02]
[ 5.62626337e-03 -1.36078621e-02 1.22993994e-01 1.08137052e-01
-1.52098375e-02 1.05058190e-01 -1.50104373e-01 -4.10841360e-02
2.12704950e-01 8.03213464e-02]
[ 1.05572518e-01 6.94444292e-02 -4.90658997e-02 -1.06470483e-01
-8.60160834e-02 -3.28239510e-01 1.17032564e-01 8.42501734e-03
1.37859984e-01 8.45372702e-02]
[ -9.97098284e-02 6.40738966e-03 -1.59141472e-02 2.10542400e-02
1.45087183e-02 -2.02767406e-01 -8.84873322e-02 -1.99050939e-02
1.36026665e-02 1.26933211e-01]
[ -1.39602978e-01 -5.57830726e-02 -1.94987814e-01 2.97576264e-03
-2.78601258e-01 -6.72561358e-03 -2.22247412e-02 -2.31263321e-02
8.43840941e-03 6.95948305e-02]
[ -2.67956473e-02 -6.08704603e-02 -7.32762748e-02 -1.23469352e-01
5.19721715e-01 2.74954317e-01 5.32962926e-01 1.13404114e-01
-1.78614277e-01 -3.69374710e-01]
[ -1.39876357e-02 -3.51957186e-01 -2.87981981e-02 -7.11443544e-02
6.54918851e-01 1.00522467e-01 4.93048448e-01 9.16560855e-02
3.03569966e-02 -3.77933954e-01]
[ 1.33682430e-02 -4.10025357e-01 -4.20917012e-02 -1.05633167e-01
6.72858458e-01 2.32857690e-02 4.63524881e-01 4.89476477e-02
-3.61307947e-01 -2.14811915e-01]
[ -1.58231212e-01 -5.44175768e-01 -4.49295121e-03 -1.89546969e-01
7.25551527e-01 -9.45597394e-02 5.73952196e-01 -8.16087455e-02
-5.71922363e-02 9.42011688e-02]
[ -2.81139679e-01 -3.52777514e-01 5.95235403e-02 -3.72024332e-02
8.92774469e-01 1.39269719e-01 3.75207537e-01 4.84601424e-02
-8.10965604e-02 -1.25704909e-01]
[ -1.89072138e-01 -2.46939240e-01 2.56756669e-01 -2.26620986e-01
6.12689040e-01 -4.93343910e-02 6.32830689e-01 1.43714931e-02
-2.43434911e-01 -1.28339037e-02]
[ -1.16849404e-01 -1.82766568e-01 -1.75096980e-01 -8.56560074e-02
4.41356207e-01 -2.34785791e-01 1.38549828e-01 1.70272679e-01
2.39739088e-03 -1.03256818e-01]
[ 1.22493665e-01 2.62095511e-01 1.69285733e-01 -7.49504095e-02
-1.26970058e-01 4.47232808e-02 -1.71767116e-01 2.84438695e-01
8.70800300e-02 1.89514109e-01]
[ 3.42958735e-01 2.93387577e-01 -8.65534950e-02 3.06615476e-01
-8.75849716e-01 -2.84654571e-01 -4.53273172e-01 1.77294495e-01
3.73499058e-01 -4.75755996e-02]
[ 5.14030663e-02 1.53487651e-01 2.54798873e-01 2.57237114e-01
-7.71826165e-02 -1.97607530e-01 -1.90355176e-01 -1.32513131e-01
-1.34837813e-01 -2.81141574e-01]
[ 2.81725680e-02 -4.32058034e-02 -1.16094870e-01 -4.76363160e-02
2.29587216e-01 3.94280406e-02 -1.89818226e-02 -1.83967174e-01
3.93965306e-02 2.15174366e-01]
[ 4.80188649e-04 -5.50797936e-02 -6.66722388e-02 -5.07628187e-02
-1.55070118e-02 -1.75894657e-01 8.96151008e-02 1.01616702e-02
3.75472195e-02 7.34507191e-03]
[ 3.01463268e-02 6.90767714e-02 2.45541515e-01 7.65174771e-02
-2.32862935e-01 -1.34771084e-01 1.12606252e-01 3.99208879e-02
-1.84003624e-01 1.11910950e-01]
[ 6.47032098e-02 1.00596659e-02 1.04775848e-01 -1.78480025e-03
-2.08926328e-01 7.24698263e-02 8.70644894e-02 -2.71169058e-01
-2.43028448e-02 -9.78973455e-02]
[ -1.70276846e-02 7.08272461e-02 8.20188304e-02 -3.71810815e-02
-1.11164060e-02 1.83891129e-01 1.16993677e-01 1.18132690e-01
-2.67126134e-02 1.66906537e-01]
[ 2.11473238e-01 4.06835768e-02 2.45140125e-02 6.86227604e-02
9.08093266e-02 -1.82065089e-02 -1.33784687e-01 1.47718882e-01
-6.42995565e-02 -3.16616439e-02]
[ 3.72189256e-02 -3.16087170e-02 1.48295465e-02 3.41344126e-02
-3.84824245e-01 -1.20601479e-01 -1.90556370e-01 4.09026464e-02
1.15167553e-01 1.88966734e-01]
[ 2.87719633e-02 5.08971846e-01 1.14246498e-01 3.90990410e-01
-1.02550954e+00 -2.99814372e-01 -6.03252595e-01 -7.39646313e-02
2.69669459e-01 3.14082349e-01]
[ 1.76510872e-01 5.12608170e-01 6.24655609e-02 4.14134113e-01
-8.34561462e-01 -8.24743108e-02 -4.49704286e-01 1.50619649e-01
2.00609213e-01 4.84964477e-01]
[ 2.59227492e-01 2.99244852e-01 2.46486448e-01 1.45273185e-01
-4.05388142e-01 8.08695197e-02 -2.09804157e-01 1.62758868e-01
2.38286977e-01 7.77576205e-02]
[ -7.45771643e-02 2.13322744e-01 2.41274186e-01 1.45068225e-02
-2.98896022e-02 1.31550033e-01 -9.31855374e-02 -1.51163941e-02
-3.46772474e-02 4.92814856e-02]
[ -9.73572112e-02 -7.02621755e-03 2.52405056e-02 9.35969933e-02
-5.13245162e-02 1.16086458e-01 2.57093367e-01 2.03441584e-02
-2.74546149e-01 -9.31487706e-02]
[ -2.18772968e-01 -1.84580299e-02 -9.25861089e-02 -3.42933178e-01
1.77278617e-01 1.19520633e-01 9.93460554e-02 1.03646788e-01
-2.06619612e-01 3.33875725e-02]
[ 1.43461385e-02 -3.62781516e-01 -1.25438162e-01 -1.56719071e-01
3.56964745e-01 2.46737246e-02 1.62727517e-01 1.52913225e-01
-1.61262970e-01 -2.15300970e-01]
[ 1.42837065e-01 -1.72545263e-01 -1.41054066e-01 -1.20154370e-03
1.11494735e-01 -5.93665772e-02 5.62719711e-03 -1.49106675e-01
1.32805777e-01 -1.12975038e-01]
[ -1.18950020e-01 1.26901292e-01 2.59453214e-01 -1.99015364e-02
1.71355985e-01 8.65947757e-02 9.67169803e-04 -2.98419412e-01
-1.19982502e-01 -6.20194381e-02]
[ -3.52147225e-01 7.17773745e-02 1.09724942e-02 -3.29484926e-02
1.57083590e-01 -1.69738797e-01 -2.22437618e-02 2.34585303e-01
-9.42608759e-02 7.35128340e-02]
[ 1.46341777e-01 7.97667066e-02 -2.38009662e-01 -9.28809280e-02
1.25264623e-01 -2.92632036e-01 2.92992455e-02 -1.68179033e-01
-4.61256198e-03 -1.92378100e-01]
[ 2.07929344e-01 -1.61643291e-01 6.06477659e-02 -2.93513533e-02
9.30387045e-02 -3.06952378e-02 1.14814220e-02 -1.37279823e-01
1.07880238e-01 -1.85524746e-01]
[ -1.03382585e-01 -3.96437001e-02 1.21789339e-01 1.10497399e-01
3.39190939e-02 -1.12675197e-01 2.39073387e-01 -7.72545740e-02
1.86431631e-01 -1.74477316e-03]
[ 9.69150272e-03 -1.55502351e-01 2.08661635e-01 -2.30614195e-01
3.38336124e-02 1.10453620e-01 3.45133915e-02 -1.14387579e-01
3.06139811e-02 2.36031958e-01]]
[[ 0.59327857]
[ 1.48018962]
[ 0.29010018]
[ 0.84247149]
[-2.57617214]
[-0.26759712]
[-1.5303833 ]
[ 0.05499585]
[ 0.65860577]
[ 0.8824067 ]]
Progress: 23.6% ... Training loss: 0.304 ... Validation loss: 0.460[[ 1.59393833e-01 2.03186490e-01 -1.10526571e-01 1.04283904e-01
-5.10507314e-01 -6.93931296e-02 -5.45779858e-02 1.23163395e-01
-7.10979766e-02 1.84942330e-01]
[ 1.13228960e-02 1.56537004e-01 -2.13406956e-02 3.72469026e-02
1.08842687e-01 -4.21183134e-03 3.10607969e-01 4.10309148e-02
1.35997161e-01 -3.35565372e-02]
[ 1.73758444e-01 4.64987037e-01 1.41254160e-02 2.28202548e-02
2.45122525e-01 -3.54014298e-02 -5.45364977e-01 -3.75815702e-02
6.54776282e-02 2.86782616e-01]
[ -1.32564892e-02 -2.93584001e-01 -2.33444011e-01 4.71613122e-02
-1.74318449e-02 1.59836607e-01 1.27031436e-01 5.66511932e-02
3.01601399e-02 1.38021020e-01]
[ -5.16439336e-03 1.55296252e-01 -1.44545122e-01 4.64551555e-02
6.11802487e-02 -1.81048303e-01 3.65684162e-02 -1.19377887e-01
-1.82898394e-01 6.30583325e-03]
[ -3.57757864e-01 -4.16721617e-01 -2.88322673e-01 1.59872875e-01
1.37955618e-01 4.28935754e-02 1.08429082e-01 -3.56289872e-02
-4.83883459e-03 2.01942047e-02]
[ -4.20544934e-03 -1.82908801e-01 9.47792753e-03 9.06308809e-02
-1.35253096e-02 -7.05968248e-02 1.75825810e-01 -1.90057482e-01
1.87631023e-01 3.00516856e-02]
[ 1.16436528e-01 -2.23337623e-01 3.50166055e-02 -6.43608784e-02
1.04493334e-01 -4.75528793e-02 5.77947149e-02 1.21564501e-01
7.88033771e-02 -2.01718196e-02]
[ -1.72945519e-01 -9.69714214e-02 -3.05773248e-01 -2.47063180e-02
4.04821063e-03 7.06479623e-02 -1.92707677e-01 -2.84793980e-02
2.57027321e-01 -1.29981309e-01]
[ 7.11614308e-02 -2.90881012e-01 9.52285535e-02 4.54056227e-02
7.89471477e-02 -1.17191256e-01 7.88972909e-02 -9.98844078e-02
2.50088862e-02 1.34302216e-01]
[ -8.23163813e-02 4.31367658e-02 -1.72728979e-03 -1.56673326e-01
4.39198539e-02 2.33032310e-02 1.16542387e-01 -1.02689587e-01
-2.16842121e-02 -1.30344801e-01]
[ -1.14024011e-01 -7.68070972e-02 -7.06523556e-02 -1.09829273e-02
3.77837966e-01 1.02369118e-01 4.20492115e-02 -1.61161394e-02
-1.71916430e-01 -2.12635596e-01]
[ -1.56450021e-01 5.22730026e-03 6.21736137e-02 2.24536097e-02
-1.73961743e-01 -2.19982265e-01 -1.79225683e-01 -1.96963308e-01
8.76352615e-02 1.74907295e-01]
[ -2.30419361e-01 -2.06289564e-01 1.15012523e-01 2.62979275e-01
-1.02186430e-01 -8.01671420e-02 -6.31557883e-02 -2.55774042e-01
-2.19590772e-01 -1.31354514e-02]
[ 1.14923524e-01 -8.66220027e-02 -1.80587258e-02 1.22796039e-01
-1.90695750e-02 -8.74008402e-02 1.45913469e-01 4.03445162e-03
3.32323078e-02 1.98174581e-02]
[ 3.42141500e-02 -6.18372013e-02 -2.12685738e-01 1.44868761e-01
-3.23705133e-02 8.79044119e-02 -6.73914898e-02 -2.01311753e-02
-9.63934035e-02 -8.62246764e-03]
[ -1.22282092e-01 -6.22022244e-02 -2.03713104e-01 1.54153526e-01
-7.80667030e-03 1.34770355e-01 8.87460137e-03 -2.50248221e-01
6.75744740e-02 -2.01849541e-01]
[ -7.38193820e-02 -4.40496294e-02 2.74266167e-01 9.22790851e-02
1.40333500e-01 -5.92026275e-02 -1.17247168e-01 1.20396317e-01
6.67347916e-02 2.58939649e-02]
[ 4.94861962e-02 -3.34089270e-02 8.53562250e-02 8.19636882e-02
9.28587731e-02 -1.54873429e-02 2.53679595e-01 1.20296261e-01
-3.75693116e-02 -7.15754697e-02]
[ 4.81386545e-03 -1.60156356e-01 -2.92170483e-01 -5.40452155e-02
2.17246440e-01 -8.97461583e-02 1.77449788e-01 1.63877059e-01
1.04156076e-01 -3.44437794e-02]
[ 5.23349015e-02 1.30309696e-03 -1.16675171e-01 4.48057164e-02
-9.23728844e-02 3.22750902e-01 2.52121093e-01 2.05355916e-01
-1.61542869e-01 -5.83780628e-02]
[ 4.47846010e-03 -1.63367305e-02 1.22434071e-01 1.06506450e-01
-1.02820060e-02 1.05580307e-01 -1.47424150e-01 -4.11940615e-02
2.11435497e-01 7.87010487e-02]
[ 1.06394187e-01 7.14561306e-02 -4.86756834e-02 -1.05287807e-01
-8.92197079e-02 -3.28604596e-01 1.15002405e-01 8.50115675e-03
1.38726569e-01 8.57429193e-02]
[ -9.93761207e-02 7.16683617e-03 -1.57625435e-02 2.15221888e-02
1.29287403e-02 -2.02912519e-01 -8.93071231e-02 -1.98758145e-02
1.39777984e-02 1.27471830e-01]
[ -1.39273951e-01 -5.51524597e-02 -1.94823361e-01 3.47015352e-03
-2.79908083e-01 -6.88106903e-03 -2.30864729e-02 -2.30937786e-02
8.80529459e-03 7.00994208e-02]
[ -2.64802954e-02 -6.02678719e-02 -7.31141667e-02 -1.22968836e-01
5.18299022e-01 2.74804821e-01 5.32423237e-01 1.13435818e-01
-1.78221748e-01 -3.68937547e-01]
[ -1.40824228e-02 -3.52284035e-01 -2.88486069e-02 -7.12859732e-02
6.55199548e-01 1.00569193e-01 4.93402907e-01 9.16464707e-02
3.02392670e-02 -3.78085769e-01]
[ 1.31915029e-02 -4.10815847e-01 -4.21776593e-02 -1.05866858e-01
6.73577880e-01 2.33697731e-02 4.64351802e-01 4.89311356e-02
-3.61527800e-01 -2.15147173e-01]
[ -1.58467313e-01 -5.44807139e-01 -4.59442178e-03 -1.89836038e-01
7.26321837e-01 -9.44648986e-02 5.74588339e-01 -8.16296988e-02
-5.74348587e-02 9.39061289e-02]
[ -2.81129804e-01 -3.52812789e-01 5.95255563e-02 -3.71755970e-02
8.92638920e-01 1.39258486e-01 3.75250184e-01 4.84623646e-02
-8.10706130e-02 -1.25670940e-01]
[ -1.89167188e-01 -2.47168445e-01 2.56709730e-01 -2.26753341e-01
6.13126665e-01 -4.92935400e-02 6.33208754e-01 1.43625647e-02
-2.43517892e-01 -1.29803163e-02]
[ -1.17100163e-01 -1.83495594e-01 -1.75233169e-01 -8.59686273e-02
4.42313127e-01 -2.34697499e-01 1.39244553e-01 1.70252530e-01
2.14442836e-03 -1.03624806e-01]
[ 1.22082823e-01 2.60994216e-01 1.69070586e-01 -7.55759685e-02
-1.24916272e-01 4.49070841e-02 -1.70762414e-01 2.84398162e-01
8.65796715e-02 1.88987925e-01]
[ 3.43376000e-01 2.93967568e-01 -8.64708052e-02 3.06948746e-01
-8.76085327e-01 -2.84788881e-01 -4.54488356e-01 1.77316679e-01
3.73788894e-01 -4.71715551e-02]
[ 5.14174190e-02 1.53300616e-01 2.54815190e-01 2.57236192e-01
-7.72140457e-02 -1.97607739e-01 -1.90453471e-01 -1.32512780e-01
-1.34828052e-01 -2.81150062e-01]
[ 2.78230613e-02 -4.41439346e-02 -1.16279284e-01 -4.81420156e-02
2.31093427e-01 3.95582989e-02 -1.79969409e-02 -1.83987571e-01
3.90273486e-02 2.14703948e-01]
[ 4.93778194e-04 -5.50467870e-02 -6.66652784e-02 -5.07438944e-02
-1.55631772e-02 -1.75900815e-01 8.95843080e-02 1.01629373e-02
3.75558064e-02 7.36468313e-03]
[ 2.99877153e-02 6.87663802e-02 2.45461915e-01 7.62847936e-02
-2.32171047e-01 -1.34724372e-01 1.12943241e-01 3.99058513e-02
-1.84189746e-01 1.11725268e-01]
[ 6.39065782e-02 8.26445920e-03 1.04396173e-01 -2.96428960e-03
-2.05291698e-01 7.28342183e-02 8.91387855e-02 -2.71242681e-01
-2.52197408e-02 -9.91009207e-02]
[ -1.67192046e-02 7.16625818e-02 8.21579735e-02 -3.67730099e-02
-1.22989730e-02 1.83766527e-01 1.16169386e-01 1.18158352e-01
-2.63966885e-02 1.67384161e-01]
[ 2.11270917e-01 4.01233726e-02 2.44050150e-02 6.82877955e-02
9.17872644e-02 -1.81072530e-02 -1.33217671e-01 1.47696689e-01
-6.45635490e-02 -3.20276582e-02]
[ 3.64791361e-02 -3.32859705e-02 1.44244608e-02 3.29310389e-02
-3.81379326e-01 -1.20277524e-01 -1.88942433e-01 4.08242102e-02
1.14239515e-01 1.87842330e-01]
[ 2.89017504e-02 5.09426500e-01 1.14304914e-01 3.91173951e-01
-1.02589631e+00 -2.99863244e-01 -6.03655761e-01 -7.39566191e-02
2.69758004e-01 3.14317238e-01]
[ 1.75619094e-01 5.10387882e-01 6.20268418e-02 4.12963980e-01
-8.31524270e-01 -8.21065550e-02 -4.47355500e-01 1.50535912e-01
1.99605175e-01 4.83596429e-01]
[ 2.58734259e-01 2.97984946e-01 2.46246343e-01 1.44556354e-01
-4.03153715e-01 8.10984977e-02 -2.08508933e-01 1.62714132e-01
2.37760787e-01 7.69994056e-02]
[ -7.46982609e-02 2.13016442e-01 2.41212445e-01 1.43337704e-02
-2.93825312e-02 1.31601125e-01 -9.28529163e-02 -1.51277594e-02
-3.48017708e-02 4.90981294e-02]
[ -9.74964459e-02 -7.36802493e-03 2.51780326e-02 9.34142895e-02
-5.07118963e-02 1.16147428e-01 2.57443587e-01 2.03317070e-02
-2.74694423e-01 -9.33201751e-02]
[ -2.18675212e-01 -1.82440119e-02 -9.25425032e-02 -3.42791514e-01
1.76847072e-01 1.19476355e-01 9.91586916e-02 1.03655573e-01
-2.06507771e-01 3.35333457e-02]
[ 1.39886055e-02 -3.63662715e-01 -1.25613335e-01 -1.57231866e-01
3.58497579e-01 2.48250838e-02 1.63641956e-01 1.52880294e-01
-1.61659681e-01 -2.15838312e-01]
[ 1.42542616e-01 -1.74034474e-01 -1.41346644e-01 -1.93355369e-03
1.13802947e-01 -5.91602960e-02 6.81908366e-03 -1.49158303e-01
1.32331501e-01 -1.13717717e-01]
[ -1.19883589e-01 1.24687311e-01 2.59021339e-01 -2.11814243e-02
1.75256502e-01 8.69611971e-02 3.63664291e-03 -2.98488627e-01
-1.21022957e-01 -6.33650315e-02]
[ -3.53117403e-01 6.95038161e-02 1.05281041e-02 -3.42282636e-02
1.60787701e-01 -1.69356008e-01 -1.99169004e-02 2.34499046e-01
-9.52969022e-02 7.21380372e-02]
[ 1.46842376e-01 8.07795311e-02 -2.37834267e-01 -9.21342800e-02
1.23464764e-01 -2.92854395e-01 2.81521717e-02 -1.68132261e-01
-4.13098627e-03 -1.91702644e-01]
[ 2.08206097e-01 -1.61683549e-01 6.07794087e-02 -2.89912617e-02
9.23855583e-02 -3.08240187e-02 1.10806166e-02 -1.37257126e-01
1.08128592e-01 -1.85236843e-01]
[ -1.04748987e-01 -4.26920840e-02 1.21094189e-01 1.08465933e-01
3.98292266e-02 -1.12092429e-01 2.42319539e-01 -7.73916621e-02
1.84836076e-01 -3.71605056e-03]
[ 8.27119198e-03 -1.59051424e-01 2.07957750e-01 -2.32732538e-01
3.99798134e-02 1.11110587e-01 3.80841869e-02 -1.14524271e-01
2.89928585e-02 2.34056376e-01]]
[[ 0.57084912]
[ 1.45577949]
[ 0.2675618 ]
[ 0.82450174]
[-2.5939115 ]
[-0.27841335]
[-1.53720494]
[ 0.03916388]
[ 0.64109565]
[ 0.85884588]]
Progress: 23.7% ... Training loss: 0.300 ... Validation loss: 0.477[[ 0.16443155 0.21401529 -0.10814047 0.11165076 -0.53116577 -0.07170408
-0.06645551 0.12351609 -0.0652246 0.19216615]
[ 0.01102393 0.15578348 -0.02148087 0.03681484 0.11020054 -0.00408433
0.31140355 0.04101124 0.13567735 -0.03400524]
[ 0.17441001 0.46749137 0.01454584 0.02381682 0.24180143 -0.0355576
-0.54694569 -0.03752348 0.06642262 0.2872908 ]
[-0.01483399 -0.29694247 -0.23431787 0.04483138 -0.00891982 0.16033298
0.13090007 0.05652459 0.02800095 0.13566796]
[-0.00611624 0.1533749 -0.14478884 0.04523468 0.06361165 -0.18055556
0.03913947 -0.11943046 -0.18356888 0.00465665]
[-0.35632045 -0.41471248 -0.28769967 0.16207292 0.13193158 0.04210655
0.10549963 -0.03552541 -0.00316246 0.0224884 ]
[-0.00219008 -0.17833111 0.010405 0.0935237 -0.02164184 -0.07147996
0.17100257 -0.18991933 0.18993116 0.03307735]
[ 0.11852261 -0.21881761 0.03607277 -0.0611822 0.09527601 -0.04855291
0.05284085 0.12172103 0.08140741 -0.01728258]
[-0.1721878 -0.09515354 -0.30542877 -0.02361278 0.0010561 0.07026935
-0.19441884 -0.02842815 0.25782897 -0.1289771 ]
[ 0.07506929 -0.28236693 0.09711945 0.05125705 0.06147263 -0.11901847
0.06972289 -0.09959617 0.02974387 0.14009247]
[-0.0810524 0.04500413 -0.00114053 -0.15479926 0.03940418 0.02266938
0.11409546 -0.10259966 -0.02028507 -0.1284756 ]
[-0.11289927 -0.07426381 -0.0701793 -0.00934334 0.37347816 0.10178138
0.03925282 -0.0160448 -0.17066836 -0.21108173]
[-0.15645002 0.0052273 0.06217361 0.02245361 -0.17396174 -0.21998227
-0.17922568 -0.19696331 0.08763526 0.17490729]
[-0.23029754 -0.20615977 0.11507832 0.26318486 -0.10285095 -0.08024677
-0.06343107 -0.25576525 -0.21942191 -0.01292847]
[ 0.11553841 -0.08591948 -0.0178083 0.12371553 -0.02118778 -0.08773791
0.14490638 0.00407746 0.03390801 0.02080864]
[ 0.03480225 -0.06082619 -0.21239888 0.14579666 -0.03520122 0.08759177
-0.06873477 -0.02008573 -0.0956888 -0.00775214]
[-0.12145187 -0.06025151 -0.20331258 0.15534865 -0.01113899 0.13436838
0.00679576 -0.25019527 0.06853441 -0.20056733]
[-0.0732277 -0.04297216 0.274511 0.09305937 0.13825776 -0.05941291
-0.11829499 0.12043809 0.06738841 0.02678421]
[ 0.05067149 -0.03100352 0.08590207 0.08363579 0.08795673 -0.01591474
0.25086215 0.12037842 -0.03622255 -0.06989367]
[ 0.00433936 -0.16123565 -0.29235447 -0.05470517 0.21921589 -0.08954926
0.17873054 0.16384712 0.10366266 -0.03515047]
[ 0.05362247 0.00427662 -0.11602335 0.04680017 -0.09789228 0.32206342
0.24887174 0.20545063 -0.15995942 -0.05650034]
[ 0.00459043 -0.01575412 0.12250362 0.10673747 -0.01119774 0.10551533
-0.14766954 -0.04118298 0.21162859 0.07876497]
[ 0.10696754 0.07284343 -0.04842698 -0.10444742 -0.09156489 -0.32889106
0.11361443 0.00853829 0.13933834 0.08649711]
[-0.09959743 0.00663354 -0.01586602 0.02120199 0.01398646 -0.20282284
-0.08870362 -0.01989011 0.01373694 0.12713916]
[-0.13818646 -0.05283549 -0.19434954 0.00504903 -0.28458139 -0.00740854
-0.02593599 -0.0230171 0.01002395 0.07173351]
[-0.02687641 -0.06129914 -0.0732882 -0.12354726 0.52002866 0.27499943
0.53350339 0.11340853 -0.17867039 -0.36954036]
[-0.01418237 -0.35261973 -0.02889401 -0.07142883 0.65539479 0.1006182
0.49375576 0.09164066 0.03013207 -0.37823508]
[ 0.01302574 -0.41121755 -0.04225974 -0.10612137 0.67429956 0.0234563
0.46481112 0.04891949 -0.36172486 -0.21539931]
[-0.15839511 -0.544615 -0.00455996 -0.18972634 0.72622701 -0.09449871
0.57439071 -0.08162516 -0.05734823 0.09402506]
[-0.28129394 -0.35312109 0.05944515 -0.03741978 0.89336949 0.13933738
0.3756835 0.04845089 -0.08124148 -0.12590682]
[-0.18911171 -0.24730215 0.25674812 -0.22661935 0.61284191 -0.04933812
0.63327061 0.01436817 -0.24342504 -0.01284621]
[-0.11705686 -0.18363148 -0.17521589 -0.08587256 0.44210936 -0.23472828
0.13929696 0.17025692 0.00222949 -0.10356145]
[ 0.12160117 0.25992216 0.16886101 -0.07625895 -0.12258387 0.04513734
-0.16947995 0.28436446 0.08605302 0.18834251]
[ 0.34437545 0.29582865 -0.0860643 0.30829797 -0.87921232 -0.28525787
-0.45694445 0.17738328 0.37481469 -0.04568445]
[ 0.05171289 0.15399493 0.25494964 0.25767256 -0.07860377 -0.19775706
-0.19123442 -0.13249193 -0.13448515 -0.28071875]
[ 0.02772831 -0.04445334 -0.11632671 -0.04829348 0.23156739 0.03960836
-0.0177161 -0.18399415 0.03891352 0.21459286]
[ 0.00154811 -0.05255664 -0.06617543 -0.04918088 -0.02033704 -0.17640411
0.08679839 0.01023603 0.03877544 0.00886772]
[ 0.03124849 0.07210877 0.24605695 0.07821478 -0.23800618 -0.13537689
0.10964638 0.03999497 -0.18272096 0.11341551]
[ 0.06378699 0.00798033 0.10433518 -0.00315352 -0.20471449 0.07289462
0.08945378 -0.27125122 -0.02536686 -0.09928541]
[-0.01669175 0.07172711 0.08217189 -0.03673035 -0.01242737 0.18375331
0.11609387 0.11816038 -0.02636378 0.16742147]
[ 0.21198442 0.0419144 0.02475359 0.06936938 0.08836182 -0.01846951
-0.13515883 0.14774721 -0.06370791 -0.03092759]
[ 0.03632871 -0.03367898 0.01435173 0.03270762 -0.38057425 -0.12022318
-0.18857198 0.04081376 0.1140819 0.18761207]
[ 0.03092853 0.51296546 0.1152422 0.39408966 -1.03389763 -0.30070899
-0.60788972 -0.07380488 0.2721148 0.31724782]
[ 0.17622154 0.51191576 0.06232621 0.41385028 -0.83418674 -0.0824379
-0.44880436 0.15057599 0.20031367 0.48446161]
[ 0.25895769 0.29853621 0.24635177 0.14487593 -0.4041516 0.08099736
-0.20911385 0.16272536 0.23801379 0.07732593]
[-0.0741114 0.21449876 0.24150192 0.01522278 -0.03220887 0.13130822
-0.09440462 -0.01508556 -0.03413596 0.05000583]
[-0.09751407 -0.00756521 0.02516623 0.09342576 -0.05068916 0.11614914
0.25763813 0.02033146 -0.27470062 -0.09335434]
[-0.21845366 -0.017696 -0.09242444 -0.34242464 0.1757278 0.11935471
0.0985712 0.1036729 -0.20622966 0.03390083]
[ 0.01379217 -0.36421969 -0.12570626 -0.15753127 0.35942925 0.02492203
0.1643021 0.15286622 -0.16187473 -0.21614239]
[ 0.14254397 -0.17354693 -0.14131238 -0.00192922 0.11378871 -0.05918116
0.00680739 -0.14916154 0.13237206 -0.11370535]
[-0.12048581 0.12318303 0.2587315 -0.02205326 0.17820936 0.08725083
0.00534982 -0.29852802 -0.12170788 -0.06426428]
[-0.35157464 0.07253684 0.01122908 -0.0320337 0.15431337 -0.1700274
-0.02349219 0.23460062 -0.09354887 0.0742387 ]
[ 0.14815169 0.08334921 -0.2372834 -0.09022289 0.11767313 -0.29350113
0.02508591 -0.16804121 -0.00269082 -0.18982071]
[ 0.20907661 -0.15988347 0.06123233 -0.02764024 0.08877498 -0.0312676
0.00928519 -0.13718727 0.1092624 -0.18384076]
[-0.10317148 -0.03991312 0.1217941 0.11064357 0.03446348 -0.11280168
0.23875351 -0.07728208 0.18655233 -0.0013864 ]
[ 0.00986854 -0.1552917 0.20875937 -0.23013456 0.03193347 0.11026397
0.03396798 -0.11440418 0.03098115 0.23644824]]
[[ 0.59629797]
[ 1.48042249]
[ 0.29182128]
[ 0.85243574]
[-2.57944703]
[-0.25937799]
[-1.51560415]
[ 0.06277177]
[ 0.66730295]
[ 0.88621771]]
Progress: 23.8% ... Training loss: 0.304 ... Validation loss: 0.481[[ 0.16399817 0.2123289 -0.10820901 0.1111799 -0.52899119 -0.07141527
-0.06500334 0.12348834 -0.0656079 0.19140996]
[ 0.01164837 0.15719077 -0.0211527 0.03780822 0.10726209 -0.00436665
0.30985572 0.04108114 0.1363996 -0.03304001]
[ 0.17662739 0.47122843 0.01571106 0.02678244 0.23263698 -0.03644206
-0.55298556 -0.03727683 0.06927018 0.29060901]
[-0.01859078 -0.30396306 -0.236172 0.03945595 0.00721508 0.16188398
0.13997159 0.05610187 0.02358592 0.13048455]
[-0.0036412 0.15728148 -0.14372775 0.04856871 0.05309828 -0.18153255
0.03423063 -0.1191911 -0.18090652 0.00741682]
[-0.35775912 -0.41820355 -0.28840853 0.16016611 0.1373955 0.04272437
0.10936578 -0.03567924 -0.00487732 0.02023943]
[-0.00271734 -0.18020505 0.01013482 0.09270604 -0.01900376 -0.07122948
0.17241854 -0.18997414 0.18934759 0.03219967]
[ 0.11842941 -0.21973424 0.03611252 -0.06125975 0.09596677 -0.0484757
0.0531326 0.12172522 0.08146357 -0.01734673]
[-0.17138294 -0.09306277 -0.30502681 -0.02248073 -0.00251637 0.06992743
-0.19628475 -0.02834658 0.25867097 -0.12786637]
[ 0.07488223 -0.28384993 0.09709996 0.05102811 0.06244528 -0.11890768
0.07065688 -0.09960218 0.02962218 0.13968386]
[-0.08169083 0.04336346 -0.00147715 -0.15574091 0.04205393 0.02296438
0.11574116 -0.10267048 -0.02106999 -0.12952361]
[-0.11332804 -0.07533102 -0.07036052 -0.00984272 0.37507605 0.10197919
0.0403811 -0.01609085 -0.17116203 -0.21170519]
[-0.15645002 0.0052273 0.06217361 0.02245361 -0.17396174 -0.21998227
-0.17922568 -0.19696331 0.08763526 0.17490729]
[-0.2311955 -0.20822295 0.11463093 0.26197595 -0.09932786 -0.07987341
-0.06105055 -0.25585649 -0.2204688 -0.01430247]
[ 0.1153014 -0.0866371 -0.01792026 0.12338356 -0.0201551 -0.08763244
0.14560497 0.00405227 0.03363464 0.02045922]
[ 0.03444362 -0.06164358 -0.21257537 0.14535199 -0.03405827 0.08775479
-0.06784045 -0.02012892 -0.09614532 -0.00834984]
[-0.12176009 -0.06148854 -0.20345289 0.15484987 -0.00925683 0.1345262
0.00778896 -0.25022813 0.0681834 -0.20113336]
[-0.07308352 -0.04269545 0.27458188 0.09324244 0.13768783 -0.05947247
-0.11857782 0.12045197 0.06754329 0.02699272]
[ 0.05069728 -0.03147767 0.08589377 0.0836747 0.08763272 -0.01588316
0.25077284 0.12038475 -0.03614553 -0.06993442]
[ 0.00400632 -0.16222243 -0.292434 -0.0550303 0.21963283 -0.08943374
0.17930501 0.1638237 0.10345159 -0.03546297]
[ 0.0543838 0.00568701 -0.11565481 0.04783935 -0.10036804 0.32176052
0.24726094 0.20553175 -0.15909966 -0.05553431]
[ 0.0037956 -0.01714212 0.12212911 0.10557289 -0.00733091 0.10585757
-0.14577128 -0.04126683 0.21068411 0.07766112]
[ 0.10785819 0.07503174 -0.04799482 -0.10318818 -0.09538205 -0.32927723
0.11145442 0.00862912 0.14029908 0.08781297]
[-0.09968015 0.00638465 -0.01590523 0.02107881 0.01424763 -0.20278863
-0.08844155 -0.01989836 0.01364173 0.1270096 ]
[-0.13825025 -0.05296873 -0.19438074 0.0049559 -0.28430007 -0.00737953
-0.02578648 -0.02302413 0.00994985 0.07163685]
[-0.02694241 -0.06154308 -0.07329034 -0.12357595 0.52024662 0.27500611
0.53388549 0.11340443 -0.17871751 -0.36968207]
[-0.01482636 -0.35444033 -0.02920552 -0.07234268 0.65790484 0.10089832
0.49551858 0.09157301 0.02941043 -0.379201 ]
[ 0.01270539 -0.41182743 -0.04243053 -0.10660214 0.6758751 0.02360901
0.46562798 0.04888411 -0.362113 -0.21590037]
[-0.15869337 -0.54515327 -0.0047043 -0.19015877 0.72751015 -0.09436648
0.57507986 -0.08165739 -0.0576517 0.09361311]
[-0.28185784 -0.35442164 0.0591751 -0.03821296 0.89538085 0.1395796
0.37712534 0.04839186 -0.08186627 -0.12672308]
[-0.1896761 -0.24869211 0.25647769 -0.22741371 0.61512248 -0.04909314
0.63457364 0.01431042 -0.24405209 -0.01364328]
[-0.11761604 -0.1849346 -0.17549009 -0.08668244 0.44456545 -0.23448503
0.14065273 0.17019726 0.00163062 -0.10430765]
[ 0.12160117 0.25992216 0.16886101 -0.07625895 -0.12258387 0.04513734
-0.16947995 0.28436446 0.08605302 0.18834251]
[ 0.34467404 0.29676384 -0.08587338 0.30880554 -0.88006724 -0.28541514
-0.45787807 0.17742085 0.37508359 -0.04504938]
[ 0.05163337 0.15379727 0.25491004 0.25756227 -0.07825879 -0.19772209
-0.19105077 -0.13249998 -0.1345714 -0.28083882]
[ 0.02771352 -0.04445651 -0.11633673 -0.04833199 0.23170499 0.03961666
-0.01768864 -0.18399581 0.03889005 0.21453425]
[ 0.00174967 -0.05204058 -0.06609358 -0.04894074 -0.02130805 -0.17649581
0.08632924 0.01025272 0.03896254 0.00909147]
[ 0.03182598 0.07348009 0.24631196 0.07903143 -0.24050197 -0.13562145
0.10823155 0.04005194 -0.18208137 0.11422481]
[ 0.06442152 0.00950135 0.10463742 -0.00228803 -0.2073215 0.07262748
0.08793536 -0.27118878 -0.02469029 -0.09835201]
[-0.01654405 0.07195078 0.08227339 -0.03644655 -0.01317001 0.18368498
0.11564934 0.11818126 -0.02615767 0.16766255]
[ 0.21228001 0.04263273 0.0248791 0.06974371 0.08713742 -0.01859174
-0.1359942 0.14777419 -0.06342973 -0.03056309]
[ 0.03600427 -0.03438793 0.01418288 0.03221874 -0.37907316 -0.12008737
-0.18775578 0.04078097 0.11369112 0.18710854]
[ 0.03070655 0.51213185 0.11515138 0.39379563 -1.03285999 -0.30059438
-0.6072521 -0.07383333 0.27186521 0.31678701]
[ 0.17760785 0.51416008 0.0630601 0.41594602 -0.84042401 -0.08297391
-0.45166501 0.15073876 0.20201606 0.48641991]
[ 0.25864508 0.29767718 0.24618087 0.14443296 -0.40283557 0.08113265
-0.20836026 0.16269214 0.2376607 0.07683774]
[-0.07424786 0.21421705 0.24143016 0.01500737 -0.03155358 0.13137032
-0.09403965 -0.01510129 -0.03430695 0.04978171]
[-0.09763212 -0.00791739 0.02511938 0.09325271 -0.05018424 0.11620151
0.25793377 0.02031927 -0.27483572 -0.09351354]
[-0.21867007 -0.01814206 -0.0925373 -0.34275887 0.17670439 0.11945526
0.09909642 0.10364856 -0.20648371 0.03356312]
[ 0.01343646 -0.36505178 -0.12587937 -0.15803441 0.36097376 0.02506668
0.16513071 0.15283129 -0.16225943 -0.21665544]
[ 0.14283418 -0.1728353 -0.14121758 -0.00154831 0.1128985 -0.0592884
0.00621827 -0.14913873 0.13262901 -0.11335871]
[-0.12055603 0.1228114 0.25869229 -0.02216877 0.17869348 0.0872872
0.00567932 -0.2985308 -0.12181436 -0.06439617]
[-0.35140968 0.07173544 0.01131284 -0.03197642 0.15439576 -0.17000612
-0.02323609 0.23461825 -0.09334236 0.07412829]
[ 0.14759449 0.08168293 -0.23744478 -0.09076819 0.11933132 -0.29327993
0.02657572 -0.16808026 -0.00315723 -0.19055521]
[ 0.20898409 -0.15977839 0.06121632 -0.02771793 0.08932328 -0.0312656
0.00935159 -0.13719263 0.10909535 -0.18390019]
[-0.10471003 -0.04350286 0.12104605 0.10858417 0.04000216 -0.1121523
0.24250094 -0.0774448 0.18482921 -0.00364347]
[ 0.01041761 -0.15387024 0.20900813 -0.22944483 0.0297323 0.11004458
0.03237584 -0.1143576 0.03158049 0.23731483]]
[[ 0.59604393]
[ 1.48497356]
[ 0.2893572 ]
[ 0.84874612]
[-2.58804032]
[-0.26506116]
[-1.52589057]
[ 0.05922588]
[ 0.66386136]
[ 0.88470424]]
Progress: 23.8% ... Training loss: 0.300 ... Validation loss: 0.470[[ 0.16238159 0.20773278 -0.10904734 0.10857555 -0.52127877 -0.07059391
-0.06045166 0.12332571 -0.06745042 0.18891947]
[ 0.01150181 0.15710698 -0.0211744 0.03765124 0.1081251 -0.0043001
0.31002906 0.04106311 0.13624537 -0.0331739 ]
[ 0.17750195 0.4722833 0.01616165 0.02765607 0.23141294 -0.03675812
-0.55484646 -0.03719553 0.07032233 0.29181776]
[-0.01839414 -0.30393407 -0.23608174 0.03992154 0.00440539 0.1616985
0.13937348 0.05611341 0.02391506 0.13110255]
[-0.00312903 0.15803842 -0.14356108 0.04930879 0.05180198 -0.18172284
0.03327268 -0.11912136 -0.1802645 0.00800931]
[-0.35831284 -0.41920333 -0.28868374 0.1594353 0.1395835 0.04293632
0.11118108 -0.03572542 -0.00549725 0.01942925]
[-0.00434389 -0.18384306 0.00941334 0.09046408 -0.01213559 -0.0705472
0.17629752 -0.19012745 0.18758451 0.02983165]
[ 0.1176639 -0.22211114 0.03574128 -0.06251695 0.0999094 -0.04805796
0.05545577 0.12164855 0.08055513 -0.01848655]
[-0.17211391 -0.09494099 -0.30539239 -0.02352739 0.00108086 0.07025025
-0.19438033 -0.02842146 0.25787987 -0.1289933 ]
[ 0.07236919 -0.29014053 0.09585862 0.04722481 0.07479493 -0.11772323
0.07741423 -0.0998472 0.02675063 0.13588932]
[-0.08185978 0.04311739 -0.00150058 -0.15580478 0.04200356 0.02298024
0.11633115 -0.10267866 -0.02118183 -0.12968694]
[-0.1143228 -0.07768727 -0.07082926 -0.01125219 0.3793728 0.10241366
0.04295562 -0.01618869 -0.17226118 -0.21319228]
[-0.15645002 0.0052273 0.06217361 0.02245361 -0.17396174 -0.21998227
-0.17922568 -0.19696331 0.08763526 0.17490729]
[-0.23227287 -0.21024351 0.11417679 0.26065377 -0.09614653 -0.07942635
-0.05835104 -0.25595638 -0.22164052 -0.01577154]
[ 0.11491432 -0.08769173 -0.01810793 0.12288608 -0.01832942 -0.08750872
0.14682785 0.00401788 0.03320266 0.0198805 ]
[ 0.03500011 -0.06055494 -0.21238025 0.14594756 -0.03537525 0.08752012
-0.06912919 -0.02007269 -0.09554607 -0.00764419]
[-0.12221864 -0.06243256 -0.2036605 0.15421881 -0.00735541 0.13472057
0.00890088 -0.25026896 0.06767284 -0.20181061]
[-0.07342975 -0.04332265 0.27446209 0.09278057 0.13935321 -0.05931972
-0.11780519 0.12041624 0.06718399 0.02655844]
[ 0.05106084 -0.0313022 0.08607694 0.0841812 0.0860841 -0.01595297
0.25022937 0.12042644 -0.03568493 -0.06949203]
[ 0.00400414 -0.16187845 -0.2924535 -0.05511626 0.21994446 -0.08943721
0.1791091 0.16381826 0.10335886 -0.03542873]
[ 0.05377351 0.0040342 -0.11593114 0.04699011 -0.09767421 0.32201201
0.24891352 0.20547593 -0.1597226 -0.05644753]
[ 0.00250397 -0.02028899 0.12150893 0.10368888 -0.00177119 0.10643136
-0.14238733 -0.04139769 0.20923595 0.07581881]
[ 0.10748781 0.0740471 -0.04817918 -0.10372599 -0.09374976 -0.32911327
0.11239048 0.00859072 0.13990427 0.08724718]
[-0.09966744 0.00634346 -0.01591001 0.02110149 0.01428663 -0.20279317
-0.08844207 -0.01989692 0.01365847 0.12703244]
[-0.13831605 -0.05299782 -0.19441816 0.00482412 -0.28364873 -0.00733939
-0.02561552 -0.02303316 0.00982291 0.0714674 ]
[-0.02748266 -0.06281111 -0.07354519 -0.12432032 0.52253629 0.27523623
0.53526848 0.11335283 -0.17931049 -0.37050719]
[-0.01484427 -0.35448991 -0.02921472 -0.07237059 0.65797987 0.10090829
0.49556807 0.09157134 0.02938904 -0.3792279 ]
[ 0.01281613 -0.41173063 -0.04236108 -0.10639768 0.675234 0.02354527
0.46548878 0.04889815 -0.36196488 -0.21571591]
[-0.15909054 -0.54639573 -0.00491958 -0.19074131 0.72939273 -0.09421512
0.57619539 -0.08169554 -0.05810494 0.0930285 ]
[-0.28173332 -0.35424906 0.05926567 -0.03795098 0.89464274 0.13949939
0.37687811 0.04841039 -0.08165668 -0.12646115]
[-0.19006843 -0.24965935 0.25628424 -0.22798993 0.61665131 -0.04891437
0.63560263 0.01427039 -0.24448966 -0.01419235]
[-0.11763363 -0.18497521 -0.1754977 -0.08670779 0.44464038 -0.23447769
0.14069432 0.17019549 0.0016109 -0.10433279]
[ 0.12146748 0.25945365 0.16879789 -0.07650553 -0.12181233 0.04521074
-0.16906809 0.2843465 0.08583967 0.1882013 ]
[ 0.34431178 0.29657695 -0.08606276 0.30834212 -0.8788279 -0.28522951
-0.45718645 0.17738649 0.37463922 -0.04554832]
[ 0.05143536 0.15326015 0.25482815 0.25728441 -0.07747618 -0.19763473
-0.1905559 -0.13251867 -0.1347982 -0.28111134]
[ 0.02702326 -0.04582182 -0.11666042 -0.04932651 0.23444653 0.03991664
-0.01609437 -0.18406455 0.03811155 0.21356034]
[ 0.00175093 -0.05207973 -0.06609767 -0.04896056 -0.02108998 -0.17650267
0.08630793 0.0102569 0.03893582 0.00907954]
[ 0.03083169 0.07113842 0.24583294 0.07758776 -0.23607616 -0.13517734
0.11076206 0.03995145 -0.18319642 0.11272337]
[ 0.06450262 0.00954257 0.10464821 -0.00222909 -0.20763419 0.07259791
0.08779984 -0.27118605 -0.02463443 -0.09833272]
[-0.0165868 0.07203502 0.08222377 -0.03660211 -0.01280008 0.18369932
0.11570705 0.11816846 -0.02628937 0.16753449]
[ 0.21288685 0.04419045 0.02518899 0.07069794 0.08426173 -0.01887822
-0.13761923 0.14784072 -0.06269493 -0.02962777]
[ 0.03612439 -0.0341578 0.0142053 0.03232318 -0.37935516 -0.12014219
-0.18805513 0.04079211 0.11378921 0.18721696]
[ 0.03200478 0.51449325 0.11578687 0.39554046 -1.0377084 -0.3010576
-0.60969177 -0.0736992 0.27332837 0.31856601]
[ 0.17751288 0.5142372 0.06310693 0.41596373 -0.84000999 -0.08296784
-0.45172701 0.1507385 0.20205261 0.48644627]
[ 0.25804 0.29624652 0.2458829 0.14359937 -0.40016047 0.08137418
-0.20679982 0.16263272 0.23702253 0.07592325]
[-0.0748252 0.21287084 0.24113835 0.01411791 -0.02888011 0.13164194
-0.09249857 -0.01516261 -0.03499893 0.04888954]
[-0.09766648 -0.00793907 0.02510318 0.09320966 -0.04999962 0.116215
0.257972 0.02031625 -0.27486923 -0.09355491]
[-0.21898581 -0.01888304 -0.09269206 -0.34320888 0.17809389 0.11959326
0.0998494 0.10361645 -0.20683601 0.03308707]
[ 0.01283089 -0.36651981 -0.1261664 -0.15888371 0.36353119 0.02533324
0.1667297 0.15277133 -0.16291081 -0.21755223]
[ 0.14209487 -0.17410188 -0.1415831 -0.00254498 0.11514882 -0.0589631
0.00805554 -0.14921422 0.13178896 -0.11441304]
[-0.12182813 0.11997878 0.2581309 -0.02393404 0.18423132 0.08784247
0.00855495 -0.29865543 -0.12322709 -0.06616192]
[-0.35159237 0.07079999 0.01120877 -0.03233276 0.15529616 -0.16984947
-0.02255026 0.23460132 -0.09354737 0.073797 ]
[ 0.14777964 0.08215189 -0.2373741 -0.09059685 0.11949022 -0.29336635
0.02617629 -0.16805969 -0.00295522 -0.19028994]
[ 0.20856365 -0.16105431 0.0609816 -0.02847486 0.09210127 -0.03106329
0.01095333 -0.1372353 0.10855554 -0.18470004]
[-0.10520463 -0.04483356 0.12084848 0.10805916 0.04189215 -0.11201197
0.24388462 -0.07748457 0.18436086 -0.00429164]
[ 0.00966484 -0.15559083 0.20866721 -0.2304926 0.03281288 0.11038593
0.03431298 -0.11442974 0.03076189 0.23620399]]
[[ 0.58439043]
[ 1.47697281]
[ 0.27571204]
[ 0.83641259]
[-2.60248071]
[-0.27782579]
[-1.54201631]
[ 0.04831094]
[ 0.65139274]
[ 0.87271556]]
Progress: 23.9% ... Training loss: 0.295 ... Validation loss: 0.462[[ 1.60742920e-01 2.04094042e-01 -1.09834033e-01 1.06272186e-01
-5.14387636e-01 -6.98374562e-02 -5.62619117e-02 1.23186680e-01
-6.94019668e-02 1.86136250e-01]
[ 1.17564605e-02 1.57663275e-01 -2.10570010e-02 3.80288513e-02
1.07195106e-01 -4.42502974e-03 3.09400764e-01 4.10870079e-02
1.36524964e-01 -3.27890209e-02]
[ 1.77530322e-01 4.73781866e-01 1.58687829e-02 2.68093432e-02
2.33434398e-01 -3.65262627e-02 -5.56204974e-01 -3.72304037e-02
6.98026561e-02 2.91362867e-01]
[ -1.85298287e-02 -3.04499543e-01 -2.36019933e-01 3.94790615e-02
7.02043955e-03 1.61833669e-01 1.39231435e-01 5.60816155e-02
2.37411476e-02 1.30770431e-01]
[ -9.16408893e-03 1.44223799e-01 -1.46386740e-01 4.07775161e-02
7.67872669e-02 -1.78952368e-01 4.87111400e-02 -1.19600867e-01
-1.86996389e-01 -1.07164579e-03]
[ -3.58747426e-01 -4.21393214e-01 -2.88823535e-01 1.59222094e-01
1.40650215e-01 4.30201795e-02 1.13254289e-01 -3.57470762e-02
-5.85055348e-03 1.87643855e-02]
[ -3.57968672e-03 -1.81530055e-01 9.79230936e-03 9.16076080e-02
-1.54314562e-02 -7.09202213e-02 1.74130476e-01 -1.90053744e-01
1.88401740e-01 3.07480561e-02]
[ 1.17197234e-01 -2.23850308e-01 3.54289569e-02 -6.33822232e-02
1.02448668e-01 -4.78173903e-02 5.70889681e-02 1.21598975e-01
7.98924398e-02 -1.93950344e-02]
[ -1.74157969e-01 -9.96768568e-02 -3.06276575e-01 -2.63625152e-02
9.47284708e-03 7.11613467e-02 -1.88979922e-01 -2.85865860e-02
2.55729148e-01 -1.31985066e-01]
[ 7.06164933e-02 -2.94840620e-01 9.50526257e-02 4.48810049e-02
8.11530871e-02 -1.16997751e-01 8.26160576e-02 -9.99906805e-02
2.48330701e-02 1.32986461e-01]
[ -8.18679782e-02 4.27511944e-02 -1.50510400e-03 -1.55749819e-01
4.24515351e-02 2.29470477e-02 1.16842016e-01 -1.02666197e-01
-2.11430960e-02 -1.29789646e-01]
[ -1.14743019e-01 -7.89728883e-02 -7.09760694e-02 -1.17334121e-02
3.81268767e-01 1.02583877e-01 4.41826985e-02 -1.62203210e-02
-1.72731842e-01 -2.13835414e-01]
[ -1.56450021e-01 5.22730026e-03 6.21736137e-02 2.24536097e-02
-1.73961743e-01 -2.19982265e-01 -1.79225683e-01 -1.96963308e-01
8.76352615e-02 1.74907295e-01]
[ -2.32674384e-01 -2.11710636e-01 1.14009749e-01 2.60334319e-01
-9.50639189e-02 -7.93253829e-02 -5.70296501e-02 -2.55978386e-01
-2.22019664e-01 -1.63640852e-02]
[ 1.15419390e-01 -8.69756818e-02 -1.78388265e-02 1.23714836e-01
-2.06599817e-02 -8.77795067e-02 1.46049174e-01 4.06540809e-03
3.38454402e-02 2.06508645e-02]
[ 3.42543400e-02 -6.23185239e-02 -2.12716509e-01 1.44924655e-01
-3.21433136e-02 8.78780411e-02 -6.71726133e-02 -2.01379071e-02
-9.64057037e-02 -8.79582042e-03]
[ -1.22947501e-01 -6.40317576e-02 -2.03996183e-01 1.53190043e-01
-4.15774786e-03 1.35064450e-01 1.07385309e-02 -2.50317232e-01
6.68608959e-02 -2.02849380e-01]
[ -7.21356308e-02 -4.00495085e-02 2.75073541e-01 9.46362809e-02
1.33957973e-01 -5.99493891e-02 -1.21179345e-01 1.20521026e-01
6.85732046e-02 2.82287023e-02]
[ 5.14445802e-02 -3.02214275e-02 8.62584431e-02 8.48026511e-02
8.40420605e-02 -1.61446739e-02 2.49098725e-01 1.20462076e-01
-3.52095618e-02 -6.88809953e-02]
[ 3.96077739e-03 -1.62211138e-01 -2.92510272e-01 -5.52725172e-02
2.20394403e-01 -8.94258943e-02 1.79155905e-01 1.63808224e-01
1.03235551e-01 -3.55323331e-02]
[ 5.27449524e-02 1.22389423e-03 -1.16462383e-01 4.53261033e-02
-9.27004169e-02 3.22561929e-01 2.51882368e-01 2.05380326e-01
-1.61006807e-01 -5.81524893e-02]
[ 2.05853146e-03 -2.13858341e-02 1.21305543e-01 1.03088234e-01
1.67458403e-04 1.06623162e-01 -1.40999818e-01 -4.14304477e-02
2.08807940e-01 7.51072395e-02]
[ 1.07208622e-01 7.33618386e-02 -4.83018616e-02 -1.04102505e-01
-9.25195650e-02 -3.28993216e-01 1.13122742e-01 8.56835396e-03
1.39577781e-01 8.68988180e-02]
[ -1.00610867e-01 4.17578811e-03 -1.63117628e-02 1.97835260e-02
1.78638756e-02 -2.02379524e-01 -8.58808186e-02 -1.99743933e-02
1.26944330e-02 1.25616761e-01]
[ -1.38063976e-01 -5.24970146e-02 -1.94282758e-01 5.23463879e-03
-2.84860821e-01 -7.47423225e-03 -2.62045570e-02 -2.30100449e-02
1.01428300e-02 7.18341673e-02]
[ -2.76724569e-02 -6.32408841e-02 -7.36252287e-02 -1.24557885e-01
5.23285903e-01 2.75318965e-01 5.35898192e-01 1.13341450e-01
-1.79514260e-01 -3.70801432e-01]
[ -1.46204376e-02 -3.54109292e-01 -2.90909987e-02 -7.19871554e-02
6.56923749e-01 1.00781484e-01 4.95170259e-01 9.15929641e-02
2.96838025e-02 -3.78878272e-01]
[ 1.32741323e-02 -4.10996923e-01 -4.21437257e-02 -1.05688420e-01
6.73368969e-01 2.33097088e-02 4.64519206e-01 4.89385353e-02
-3.61466371e-01 -2.15079902e-01]
[ -1.59056210e-01 -5.46667257e-01 -4.89859426e-03 -1.90659887e-01
7.29345593e-01 -9.42337401e-02 5.76448251e-01 -8.16915501e-02
-5.80464468e-02 9.30791544e-02]
[ -2.81879878e-01 -3.54860255e-01 5.92362784e-02 -3.80843415e-02
8.95109584e-01 1.39544833e-01 3.77386071e-01 4.84021503e-02
-8.17539072e-02 -1.26568445e-01]
[ -1.90511500e-01 -2.50719438e-01 2.56080746e-01 -2.28598881e-01
6.18561648e-01 -4.87117962e-02 6.36704443e-01 1.42351746e-02
-2.44968035e-01 -1.48051559e-02]
[ -1.18054689e-01 -1.86044797e-01 -1.75692928e-01 -8.73102345e-02
4.46232998e-01 -2.34277940e-01 1.41775859e-01 1.70160704e-01
1.14448535e-03 -1.04943733e-01]
[ 1.21592301e-01 2.59778002e-01 1.68846875e-01 -7.63494909e-02
-1.22436354e-01 4.51521143e-02 -1.69427807e-01 2.84355864e-01
8.59369305e-02 1.88327659e-01]
[ 3.43009163e-01 2.93491885e-01 -8.66383963e-02 3.06440161e-01
-8.73375650e-01 -2.84623376e-01 -4.53700137e-01 1.77274064e-01
3.73197442e-01 -4.75258814e-02]
[ 5.11365938e-02 1.52454691e-01 2.54688824e-01 2.56871192e-01
-7.62286087e-02 -1.97507805e-01 -1.89767821e-01 -1.32543915e-01
-1.35127698e-01 -2.81616011e-01]
[ 2.70436582e-02 -4.57564405e-02 -1.16645407e-01 -4.93154814e-02
2.34369759e-01 3.99036797e-02 -1.62007982e-02 -1.84063675e-01
3.81104903e-02 2.13490371e-01]
[ 1.66066609e-03 -5.23096846e-02 -6.61360465e-02 -4.90898745e-02
-2.06875549e-02 -1.76470051e-01 8.65478518e-02 1.02497123e-02
3.88361034e-02 8.94381549e-03]
[ 3.07123528e-02 7.09563092e-02 2.45766023e-01 7.74496715e-02
-2.35620411e-01 -1.35144190e-01 1.10973500e-01 3.99462773e-02
-1.83297956e-01 1.12429818e-01]
[ 6.45991368e-02 9.75894770e-03 1.04691688e-01 -2.12564609e-03
-2.07929987e-01 7.25579414e-02 8.75882974e-02 -2.71179076e-01
-2.45840319e-02 -9.81790122e-02]
[ -1.69257880e-02 7.11316028e-02 8.20350485e-02 -3.71471166e-02
-1.10977123e-02 1.83875932e-01 1.16682714e-01 1.18137054e-01
-2.67168190e-02 1.66926280e-01]
[ 2.12636510e-01 4.34716727e-02 2.50690106e-02 7.03049644e-02
8.54215826e-02 -1.87395439e-02 -1.36904464e-01 1.47817306e-01
-6.30075207e-02 -3.00329798e-02]
[ 3.66497861e-02 -3.28425040e-02 1.44518078e-02 3.31240289e-02
-3.81549177e-01 -1.20397603e-01 -1.89191554e-01 4.08346462e-02
1.14378643e-01 1.87945905e-01]
[ 3.17891057e-02 5.13948916e-01 1.15678396e-01 3.95201775e-01
-1.03673911e+00 -3.00964549e-01 -6.09182657e-01 -7.37196289e-02
2.73068055e-01 3.18254196e-01]
[ 1.77317298e-01 5.13667066e-01 6.30012515e-02 4.15790209e-01
-8.39760897e-01 -8.29098719e-02 -4.51153936e-01 1.50723898e-01
2.01848111e-01 4.86128346e-01]
[ 2.58094413e-01 2.96420324e-01 2.45906666e-01 1.43722627e-01
-4.00537512e-01 8.13352776e-02 -2.06977976e-01 1.62640040e-01
2.37128803e-01 7.60545638e-02]
[ -7.42683895e-02 2.14173840e-01 2.41392158e-01 1.49157355e-02
-3.10343249e-02 1.31374568e-01 -9.39335634e-02 -1.51150683e-02
-3.43832738e-02 4.96746791e-02]
[ -9.77737344e-02 -8.04142713e-03 2.50565446e-02 9.30662449e-02
-4.96242263e-02 1.16276723e-01 2.58228087e-01 2.03131429e-02
-2.74975309e-01 -9.36961556e-02]
[ -2.18970942e-01 -1.87954493e-02 -9.26801908e-02 -3.43167539e-01
1.78085690e-01 1.19579115e-01 9.97400962e-02 1.03618564e-01
-2.06809396e-01 3.31197289e-02]
[ 1.26596955e-02 -3.66888074e-01 -1.26231310e-01 -1.59103167e-01
3.64198228e-01 2.54067760e-02 1.67245104e-01 1.52758576e-01
-1.63067391e-01 -2.17804197e-01]
[ 1.41049807e-01 -1.76540641e-01 -1.42051935e-01 -3.95951365e-03
1.19245482e-01 -5.84861944e-02 1.09952587e-02 -1.49305369e-01
1.30596723e-01 -1.16031501e-01]
[ -1.21577126e-01 1.20697529e-01 2.58248551e-01 -2.35654026e-02
1.83093060e-01 8.77063900e-02 7.88487931e-03 -2.98623623e-01
-1.22907527e-01 -6.58340657e-02]
[ -3.51134201e-01 7.18911145e-02 1.14611570e-02 -3.15870459e-02
1.53646435e-01 -1.70110065e-01 -2.35752856e-02 2.34641920e-01
-9.29956208e-02 7.45457201e-02]
[ 1.47292520e-01 8.03245816e-02 -2.37563080e-01 -9.12383956e-02
1.21610827e-01 -2.93184348e-01 2.77921383e-02 -1.68094702e-01
-3.48414770e-03 -1.90987678e-01]
[ 2.08056250e-01 -1.62510987e-01 6.07201026e-02 -2.92299133e-02
9.47060632e-02 -3.08096602e-02 1.24810360e-02 -1.37276345e-01
1.07942152e-01 -1.85510659e-01]
[ -1.05755303e-01 -4.64349270e-02 1.20603504e-01 1.07315580e-01
4.43236555e-02 -1.11770491e-01 2.45438251e-01 -7.75311007e-02
1.83712588e-01 -5.21094963e-03]
[ 9.36481157e-03 -1.56428513e-01 2.08504127e-01 -2.30822293e-01
3.30494111e-02 1.10491087e-01 3.53109452e-02 -1.14451049e-01
3.05239033e-02 2.35524840e-01]]
[[ 0.5758789 ]
[ 1.46926062]
[ 0.27294293]
[ 0.82726078]
[-2.60736429]
[-0.28239904]
[-1.54839786]
[ 0.04255035]
[ 0.644596 ]
[ 0.86542162]]
Progress: 23.9% ... Training loss: 0.299 ... Validation loss: 0.467[[ 1.63674576e-01 2.11730915e-01 -1.08367081e-01 1.10610907e-01
-5.26319603e-01 -7.13687433e-02 -6.44782981e-02 1.23419200e-01
-6.59269747e-02 1.90688909e-01]
[ 1.17632671e-02 1.57691548e-01 -2.10554132e-02 3.80308608e-02
1.07187880e-01 -4.42599075e-03 3.09375135e-01 4.10871931e-02
1.36525989e-01 -3.27822048e-02]
[ 1.78746925e-01 4.78736237e-01 1.65177657e-02 2.86668801e-02
2.26969212e-01 -3.71180326e-02 -5.61059342e-01 -3.71387224e-02
7.13527495e-02 2.93305682e-01]
[ -1.74066451e-02 -3.02452796e-01 -2.35547464e-01 4.08931876e-02
5.03261970e-03 1.61394795e-01 1.37177586e-01 5.61592383e-02
2.45127513e-02 1.32371185e-01]
[ -1.13594805e-02 1.38837603e-01 -1.47306476e-01 3.78234847e-02
8.40863755e-02 -1.78005980e-01 5.50267547e-02 -1.19750327e-01
-1.89326408e-01 -4.53448818e-03]
[ -3.57687581e-01 -4.19620198e-01 -2.88381610e-01 1.60746037e-01
1.35761430e-01 4.24685677e-02 1.11207758e-01 -3.56655375e-02
-4.57559636e-03 2.02851013e-02]
[ -2.49924960e-03 -1.78610713e-01 1.04034091e-02 9.32944342e-02
-1.95449595e-02 -7.15278558e-02 1.70795865e-01 -1.89961703e-01
1.89740424e-01 3.23913559e-02]
[ 1.19966091e-01 -2.16934386e-01 3.68173010e-02 -5.91154893e-02
9.01636388e-02 -4.92434379e-02 4.99541545e-02 1.21815527e-01
8.31142683e-02 -1.49482604e-02]
[ -1.75139095e-01 -1.02357640e-01 -3.06720430e-01 -2.77904064e-02
1.42912904e-02 7.15856667e-02 -1.86402190e-01 -2.86579780e-02
2.54652008e-01 -1.33464003e-01]
[ 7.44768194e-02 -2.85394838e-01 9.70063704e-02 5.08390389e-02
6.30578612e-02 -1.19087349e-01 7.24749855e-02 -9.96747199e-02
2.95759655e-02 1.39365693e-01]
[ -8.10695999e-02 4.43878009e-02 -1.16112714e-03 -1.54758045e-01
4.12867342e-02 2.25202048e-02 1.14903813e-01 -1.02614183e-01
-2.03065973e-02 -1.28905977e-01]
[ -1.15473710e-01 -8.11277821e-02 -7.12762774e-02 -1.26336083e-02
3.84059920e-01 1.02939344e-01 4.63237504e-02 -1.62695556e-02
-1.73552906e-01 -2.14966463e-01]
[ -1.56450021e-01 5.22730026e-03 6.21736137e-02 2.24536097e-02
-1.73961743e-01 -2.19982265e-01 -1.79225683e-01 -1.96963308e-01
8.76352615e-02 1.74907295e-01]
[ -2.32580296e-01 -2.11606291e-01 1.14047125e-01 2.60449278e-01
-9.57652432e-02 -7.93813565e-02 -5.71731738e-02 -2.55972584e-01
-2.21878535e-01 -1.62610110e-02]
[ 1.16060471e-01 -8.58878690e-02 -1.75716429e-02 1.24656066e-01
-2.28373483e-02 -8.81051399e-02 1.44940816e-01 4.11596918e-03
3.46118624e-02 2.15752405e-02]
[ 3.65190616e-02 -5.69754445e-02 -2.11669909e-01 1.48072810e-01
-4.09782231e-02 8.67480169e-02 -7.31404242e-02 -1.99680350e-02
-9.38876339e-02 -5.42982852e-03]
[ -1.23710904e-01 -6.57956106e-02 -2.04294996e-01 1.52222445e-01
-1.20016169e-03 1.35416000e-01 1.26868831e-02 -2.50368354e-01
6.60342684e-02 -2.03991062e-01]
[ -7.29247985e-02 -4.19725460e-02 2.74727943e-01 9.35408807e-02
1.37248724e-01 -5.95899733e-02 -1.19355109e-01 1.20465106e-01
6.77662290e-02 2.71076960e-02]
[ 5.25314598e-02 -2.72593151e-02 8.67930075e-02 8.64319562e-02
7.89839800e-02 -1.67024880e-02 2.45977545e-01 1.20546142e-01
-3.39319385e-02 -6.72620039e-02]
[ 4.56208626e-03 -1.60744983e-01 -2.92229241e-01 -5.43925703e-02
2.17791431e-01 -8.97127371e-02 1.77637531e-01 1.63852424e-01
1.03925866e-01 -3.46503815e-02]
[ 5.36064533e-02 3.04856985e-03 -1.16031364e-01 4.66641731e-02
-9.67804807e-02 3.22117487e-01 2.49561887e-01 2.05443926e-01
-1.59964120e-01 -5.68912601e-02]
[ 2.50833718e-03 -1.98360384e-02 1.21573814e-01 1.03852278e-01
-1.60529267e-03 1.06354877e-01 -1.42091684e-01 -4.13862383e-02
2.09417031e-01 7.60971400e-02]
[ 1.06575265e-01 7.18259646e-02 -4.85835602e-02 -1.05006209e-01
-8.96266852e-02 -3.28702164e-01 1.14798325e-01 8.52135826e-03
1.38891850e-01 8.59627019e-02]
[ -1.00548785e-01 4.10116858e-03 -1.62693821e-02 1.98833160e-02
1.77153335e-02 -2.02451022e-01 -8.59471458e-02 -1.99678064e-02
1.26993339e-02 1.25702122e-01]
[ -1.38011501e-01 -5.26101114e-02 -1.94267559e-01 5.33545307e-03
-2.85094902e-01 -7.49671245e-03 -2.62530313e-02 -2.30061640e-02
1.01704551e-02 7.19339486e-02]
[ -2.74712827e-02 -6.29330984e-02 -7.35337577e-02 -1.24263549e-01
5.22361235e-01 2.75215046e-01 5.35562915e-01 1.13356918e-01
-1.79290556e-01 -3.70499532e-01]
[ -1.45542138e-02 -3.54017267e-01 -2.90617141e-02 -7.18914290e-02
6.56644756e-01 1.00748637e-01 4.95021013e-01 9.15979149e-02
2.97528391e-02 -3.78783872e-01]
[ 1.33628740e-02 -4.10783946e-01 -4.21011023e-02 -1.05558025e-01
6.73014234e-01 2.32675158e-02 4.64289167e-01 4.89450907e-02
-3.61371233e-01 -2.14943868e-01]
[ -1.59140167e-01 -5.47047135e-01 -4.95355491e-03 -1.90802513e-01
7.29750278e-01 -9.41850013e-02 5.76905353e-01 -8.16993363e-02
-5.81521831e-02 9.29964847e-02]
[ -2.81763919e-01 -3.54814413e-01 5.92937828e-02 -3.79003407e-02
8.94650137e-01 1.39479041e-01 3.77263109e-01 4.84115704e-02
-8.16060033e-02 -1.26367391e-01]
[ -1.90174094e-01 -2.50195859e-01 2.56244264e-01 -2.28101312e-01
6.17149047e-01 -4.88819630e-02 6.36115581e-01 1.42602286e-02
-2.44577940e-01 -1.42925333e-02]
[ -1.18284201e-01 -1.86740778e-01 -1.75771740e-01 -8.75796737e-02
4.47127080e-01 -2.34194340e-01 1.42427963e-01 1.70145946e-01
9.42622167e-04 -1.05249568e-01]
[ 1.20965281e-01 2.58607313e-01 1.68529235e-01 -7.73207567e-02
-1.19679008e-01 4.54659466e-02 -1.67856666e-01 2.84306427e-01
8.52874570e-02 1.87453833e-01]
[ 3.45595351e-01 3.00242618e-01 -8.53554997e-02 3.10254569e-01
-8.82466661e-01 -2.85960268e-01 -4.60851765e-01 1.77482183e-01
3.76055978e-01 -4.33556624e-02]
[ 5.14531351e-02 1.53140070e-01 2.54835941e-01 2.57273945e-01
-7.76690685e-02 -1.97656797e-01 -1.90609959e-01 -1.32520142e-01
-1.34783694e-01 -2.81127671e-01]
[ 2.71602791e-02 -4.53951085e-02 -1.16579980e-01 -4.91248128e-02
2.33682944e-01 3.98441609e-02 -1.65822634e-02 -1.84054652e-01
3.82600261e-02 2.13689640e-01]
[ 1.80856825e-03 -5.20912329e-02 -6.60552183e-02 -4.88250635e-02
-2.16747089e-02 -1.76563180e-01 8.61336301e-02 1.02636559e-02
3.90469403e-02 9.20052233e-03]
[ 3.08394964e-02 7.13246635e-02 2.45807533e-01 7.76181304e-02
-2.36129139e-01 -1.35223421e-01 1.10505397e-01 3.99549806e-02
-1.83122883e-01 1.12568102e-01]
[ 6.49138035e-02 1.05475094e-02 1.04825461e-01 -1.68497909e-03
-2.09135791e-01 7.24026798e-02 8.67123490e-02 -2.71156595e-01
-2.42047799e-02 -9.77429863e-02]
[ -1.69853683e-02 7.09666575e-02 8.20067182e-02 -3.72318287e-02
-1.08379517e-02 1.83903879e-01 1.16825680e-01 1.18133097e-01
-2.67841785e-02 1.66833333e-01]
[ 2.12977428e-01 4.42117346e-02 2.52456152e-02 7.08388418e-02
8.37634890e-02 -1.89129783e-02 -1.37915638e-01 1.47847241e-01
-6.25288440e-02 -2.94856668e-02]
[ 3.69489357e-02 -3.19838091e-02 1.45910100e-02 3.35622304e-02
-3.82710935e-01 -1.20544597e-01 -1.90016961e-01 4.08572393e-02
1.14727394e-01 1.88336854e-01]
[ 3.03983678e-02 5.10633376e-01 1.15073071e-01 3.93379926e-01
-1.03153093e+00 -3.00318354e-01 -6.05707176e-01 -7.38188086e-02
2.71502344e-01 3.16228409e-01]
[ 1.77489125e-01 5.13866661e-01 6.31076004e-02 4.16049703e-01
-8.40492683e-01 -8.30346396e-02 -4.51348562e-01 1.50733894e-01
2.02044143e-01 4.86231825e-01]
[ 2.57975744e-01 2.96184737e-01 2.45853168e-01 1.43549940e-01
-4.00012138e-01 8.13960267e-02 -2.06610298e-01 1.62630933e-01
2.37000944e-01 7.58615691e-02]
[ -7.34201566e-02 2.16287230e-01 2.41802084e-01 1.61808263e-02
-3.49438493e-02 1.30939832e-01 -9.61507198e-02 -1.50497057e-02
-3.33918190e-02 5.08944772e-02]
[ -9.75273737e-02 -7.39627877e-03 2.51763443e-02 9.34167757e-02
-5.07685708e-02 1.16158506e-01 2.57547967e-01 2.03316585e-02
-2.74692125e-01 -9.33293153e-02]
[ -2.18910423e-01 -1.86984980e-02 -9.26444029e-02 -3.43059002e-01
1.77744255e-01 1.19542533e-01 9.96015503e-02 1.03623893e-01
-2.06729268e-01 3.32188324e-02]
[ 1.27116100e-02 -3.67006822e-01 -1.26218852e-01 -1.59030504e-01
3.63977280e-01 2.53874149e-02 1.67267330e-01 1.52762318e-01
-1.63012400e-01 -2.17760628e-01]
[ 1.41063019e-01 -1.76776509e-01 -1.41956590e-01 -3.72223973e-03
1.18256326e-01 -5.85481814e-02 1.09456272e-02 -1.49294036e-01
1.30776282e-01 -1.15903084e-01]
[ -1.21167050e-01 1.21500146e-01 2.58474588e-01 -2.28816895e-02
1.81697725e-01 8.74554440e-02 6.75072534e-03 -2.98585676e-01
-1.22366958e-01 -6.51039267e-02]
[ -3.50026123e-01 7.42513907e-02 1.19489015e-02 -3.01050384e-02
1.49109344e-01 -1.70669240e-01 -2.62701627e-02 2.34715905e-01
-9.17410171e-02 7.58730530e-02]
[ 1.48375307e-01 8.30179969e-02 -2.37007195e-01 -8.95569198e-02
1.17054952e-01 -2.93801158e-01 2.50420654e-02 -1.68003204e-01
-2.13943877e-03 -1.89286899e-01]
[ 2.09114862e-01 -1.60143433e-01 6.12209416e-02 -2.76672876e-02
9.05553835e-02 -3.13495235e-02 9.93562875e-03 -1.37192579e-01
1.09029926e-01 -1.83842919e-01]
[ -1.04586090e-01 -4.37876273e-02 1.21164134e-01 1.09045369e-01
3.94044314e-02 -1.12351018e-01 2.42451146e-01 -7.74391442e-02
1.85033142e-01 -3.37076492e-03]
[ 8.45084807e-03 -1.58136313e-01 2.08075158e-01 -2.32149566e-01
3.71278979e-02 1.10939422e-01 3.75339700e-02 -1.14522794e-01
2.95544657e-02 2.34262100e-01]]
[[ 0.59468765]
[ 1.48177342]
[ 0.28710542]
[ 0.84521034]
[-2.59390512]
[-0.26910166]
[-1.53215357]
[ 0.05909283]
[ 0.66102947]
[ 0.88131098]]
Progress: 23.9% ... Training loss: 0.298 ... Validation loss: 0.465[[ 1.58646758e-01 1.99793931e-01 -1.10930025e-01 1.02943370e-01
-5.03966487e-01 -6.90258994e-02 -5.18682206e-02 1.22888514e-01
-7.18135044e-02 1.83238520e-01]
[ 1.22845576e-02 1.58855791e-01 -2.07796285e-02 3.88411902e-02
1.04801558e-01 -4.68886791e-03 3.08423653e-01 4.11437099e-02
1.37155526e-01 -3.19664820e-02]
[ 1.72465755e-01 4.63314964e-01 1.32019604e-02 1.88358929e-02
2.54689779e-01 -3.41006731e-02 -5.44924316e-01 -3.77987067e-02
6.37531854e-02 2.83729966e-01]
[ -1.87923159e-02 -3.05035764e-01 -2.36076415e-01 3.93573827e-02
9.14241175e-03 1.62033382e-01 1.39858427e-01 5.60450844e-02
2.33219580e-02 1.31051978e-01]
[ -1.14807911e-02 1.39044825e-01 -1.47290576e-01 3.77543082e-02
8.47646406e-02 -1.78127832e-01 5.54384546e-02 -1.19736025e-01
-1.89522586e-01 -4.96216840e-03]
[ -3.57884639e-01 -4.20141870e-01 -2.88457434e-01 1.60495887e-01
1.36747049e-01 4.25173917e-02 1.11926537e-01 -3.56828545e-02
-4.77565612e-03 1.99749218e-02]
[ -5.21813303e-03 -1.84881754e-01 9.10223539e-03 8.94115226e-02
-8.45989300e-03 -7.03469456e-02 1.77546261e-01 -1.90223849e-01
1.86754438e-01 2.85034141e-02]
[ 1.16486135e-01 -2.25917435e-01 3.49556684e-02 -6.45683443e-02
1.05705470e-01 -4.75762177e-02 5.92617098e-02 1.21444342e-01
7.89328160e-02 -2.02869829e-02]
[ -1.74815449e-01 -1.01461093e-01 -3.06552845e-01 -2.73302100e-02
1.24859482e-02 7.14310865e-02 -1.87077022e-01 -2.86237856e-02
2.55017912e-01 -1.32956106e-01]
[ 7.04842254e-02 -2.95844310e-01 9.49119487e-02 4.46475882e-02
8.03806956e-02 -1.17233312e-01 8.33085009e-02 -1.00099791e-01
2.48738598e-02 1.33355229e-01]
[ -8.29955327e-02 4.02403135e-02 -2.07039411e-03 -1.57529021e-01
4.92749597e-02 2.33608861e-02 1.19808549e-01 -1.02794423e-01
-2.24678569e-02 -1.31756081e-01]
[ -1.15627436e-01 -8.14100367e-02 -7.13436336e-02 -1.27969019e-02
3.84556035e-01 1.02987000e-01 4.66873967e-02 -1.62807016e-02
-1.73691134e-01 -2.15134842e-01]
[ -1.56450021e-01 5.22730026e-03 6.21736137e-02 2.24536097e-02
-1.73961743e-01 -2.19982265e-01 -1.79225683e-01 -1.96963308e-01
8.76352615e-02 1.74907295e-01]
[ -2.32651184e-01 -2.11891075e-01 1.14018263e-01 2.60385213e-01
-9.56948257e-02 -7.93537025e-02 -5.69033891e-02 -2.55977990e-01
-2.21949544e-01 -1.63740482e-02]
[ 1.15667318e-01 -8.65878851e-02 -1.77592280e-02 1.24117612e-01
-2.14628008e-02 -8.79580233e-02 1.45914091e-01 4.07790030e-03
3.41576169e-02 2.09752287e-02]
[ 3.64627518e-02 -5.71380479e-02 -2.11690038e-01 1.47924127e-01
-3.99906870e-02 8.67666014e-02 -7.30447116e-02 -1.99757005e-02
-9.39468072e-02 -5.52987264e-03]
[ -1.24002282e-01 -6.62562382e-02 -2.04429501e-01 1.51830571e-01
-5.79122232e-05 1.35521586e-01 1.33179966e-02 -2.50391615e-01
6.57323488e-02 -2.04392112e-01]
[ -7.37824004e-02 -4.40764749e-02 2.74319050e-01 9.23417791e-02
1.40515744e-01 -5.92129459e-02 -1.17261058e-01 1.20382162e-01
6.68340904e-02 2.59914374e-02]
[ 5.06937833e-02 -3.16044257e-02 8.58391107e-02 8.36021036e-02
8.70628736e-02 -1.58650042e-02 2.50788063e-01 1.20352588e-01
-3.61100886e-02 -7.01774141e-02]
[ 2.19926214e-03 -1.66960334e-01 -2.93472970e-01 -5.80468294e-02
2.28140511e-01 -8.85695096e-02 1.83955721e-01 1.63603905e-01
1.01143471e-01 -3.81389364e-02]
[ 5.33217043e-02 2.32598640e-03 -1.16169992e-01 4.62668943e-02
-9.55755622e-02 3.22249199e-01 2.50327203e-01 2.05418867e-01
-1.60277207e-01 -5.73210837e-02]
[ 1.86371662e-03 -2.14565289e-02 1.21248257e-01 1.02872332e-01
1.34843038e-03 1.06655400e-01 -1.40479272e-01 -4.14545985e-02
2.08676764e-01 7.51245693e-02]
[ 1.07326442e-01 7.37311628e-02 -4.82213334e-02 -1.03944737e-01
-9.26850572e-02 -3.29049317e-01 1.13044694e-01 8.59665000e-03
1.39656955e-01 8.70504662e-02]
[ -1.00201389e-01 4.95436034e-03 -1.60927183e-02 2.04117826e-02
1.61604830e-02 -2.02615133e-01 -8.68547650e-02 -1.99308728e-02
1.31087205e-02 1.26253418e-01]
[ -1.38383126e-01 -5.36322206e-02 -1.94435711e-01 4.82330807e-03
-2.84102891e-01 -7.33198841e-03 -2.50602567e-02 -2.30420072e-02
9.82675600e-03 7.14027012e-02]
[ -2.74393743e-02 -6.29803176e-02 -7.34999654e-02 -1.24160922e-01
5.22063928e-01 2.75187631e-01 5.35637009e-01 1.13363871e-01
-1.79208004e-01 -3.70422631e-01]
[ -1.50937058e-02 -3.55360473e-01 -2.93224893e-02 -7.26546812e-02
6.58804609e-01 1.00990837e-01 4.96466886e-01 9.15445666e-02
2.91637747e-02 -3.79576845e-01]
[ 1.27882403e-02 -4.12207228e-01 -4.23969455e-02 -1.06428812e-01
6.75435621e-01 2.35430185e-02 4.65860703e-01 4.88849713e-02
-3.62052821e-01 -2.15815075e-01]
[ -1.59903818e-01 -5.48829267e-01 -5.32162086e-03 -1.91894867e-01
7.32679850e-01 -9.38493079e-02 5.78775907e-01 -8.17732814e-02
-5.90030242e-02 9.19466727e-02]
[ -2.82153100e-01 -3.55783870e-01 5.91169572e-02 -3.84348993e-02
8.96101758e-01 1.39645844e-01 3.78275381e-01 4.83768706e-02
-8.20166059e-02 -1.26902435e-01]
[ -1.90185328e-01 -2.50212829e-01 2.56244407e-01 -2.28113972e-01
6.17228397e-01 -4.88792794e-02 6.36182238e-01 1.42594779e-02
-2.44590218e-01 -1.42993141e-02]
[ -1.19137573e-01 -1.88732399e-01 -1.76180496e-01 -8.88131873e-02
4.50817657e-01 -2.33812951e-01 1.44618692e-01 1.70060370e-01
-1.45972065e-05 -1.06490000e-01]
[ 1.20059701e-01 2.56385338e-01 1.68055273e-01 -7.87052668e-02
-1.15574059e-01 4.59091444e-02 -1.65640603e-01 2.84213410e-01
8.42350798e-02 1.86275044e-01]
[ 3.45911957e-01 3.00844098e-01 -8.51969828e-02 3.10688038e-01
-8.83326497e-01 -2.86101721e-01 -4.61661249e-01 1.77513251e-01
3.76453261e-01 -4.28513355e-02]
[ 5.11702277e-02 1.52306800e-01 2.54672814e-01 2.56788154e-01
-7.62003363e-02 -1.97512674e-01 -1.89903097e-01 -1.32553696e-01
-1.35156348e-01 -2.81627046e-01]
[ 2.70075984e-02 -4.56947789e-02 -1.16637553e-01 -4.93150609e-02
2.34059444e-01 3.98986539e-02 -1.64148301e-02 -1.84071784e-01
3.81462421e-02 2.13585249e-01]
[ 1.24877076e-03 -5.34458194e-02 -6.63286129e-02 -4.96587782e-02
-1.93222091e-02 -1.76327877e-01 8.75881545e-02 1.02084764e-02
3.84051338e-02 8.34913733e-03]
[ 3.06358926e-02 7.09109603e-02 2.45706562e-01 7.73248712e-02
-2.35296989e-01 -1.35139535e-01 1.11021777e-01 3.99351440e-02
-1.83347883e-01 1.12256227e-01]
[ 6.45555272e-02 9.68913383e-03 1.04626560e-01 -2.29376508e-03
-2.07434359e-01 7.25723920e-02 8.76193050e-02 -2.71196864e-01
-2.46710616e-02 -9.83611587e-02]
[ -1.64359623e-02 7.23594043e-02 8.22739800e-02 -3.64519359e-02
-1.31903658e-02 1.83660593e-01 1.15528596e-01 1.18187567e-01
-2.62239424e-02 1.67638024e-01]
[ 2.12153842e-01 4.21261349e-02 2.47649809e-02 6.94457789e-02
8.79550876e-02 -1.85131111e-02 -1.35770750e-01 1.47748958e-01
-6.36294970e-02 -3.09035528e-02]
[ 3.68824271e-02 -3.21232889e-02 1.45554676e-02 3.34551804e-02
-3.82395444e-01 -1.20509392e-01 -1.89834196e-01 4.08498929e-02
1.14644285e-01 1.88217086e-01]
[ 3.02467878e-02 5.10119218e-01 1.15001696e-01 3.93172492e-01
-1.03143906e+00 -3.00259147e-01 -6.04975680e-01 -7.38327728e-02
2.71342158e-01 3.15915113e-01]
[ 1.77667509e-01 5.14271548e-01 6.31829755e-02 4.16306819e-01
-8.41360490e-01 -8.31208699e-02 -4.51706331e-01 1.50752900e-01
2.02237689e-01 4.86469234e-01]
[ 2.57548454e-01 2.95241575e-01 2.45650278e-01 1.42952757e-01
-3.98230145e-01 8.15784548e-02 -2.05584323e-01 1.62590674e-01
2.36541572e-01 7.52308399e-02]
[ -7.34340880e-02 2.16250198e-01 2.41801867e-01 1.61754793e-02
-3.49241060e-02 1.30938714e-01 -9.60161319e-02 -1.50509294e-02
-3.33960530e-02 5.08680673e-02]
[ -9.77072967e-02 -7.65027272e-03 2.50854212e-02 9.31554321e-02
-5.00395979e-02 1.16241703e-01 2.57999901e-01 2.03201241e-02
-2.74879794e-01 -9.35786302e-02]
[ -2.18776322e-01 -1.83823326e-02 -9.25784028e-02 -3.42847406e-01
1.77161543e-01 1.19479025e-01 9.92321256e-02 1.03638314e-01
-2.06568057e-01 3.34210233e-02]
[ 1.26861817e-02 -3.67072426e-01 -1.26231211e-01 -1.59066068e-01
3.64046243e-01 2.53979062e-02 1.67331408e-01 1.52759983e-01
-1.63040101e-01 -2.17797453e-01]
[ 1.41166150e-01 -1.76645362e-01 -1.41962791e-01 -3.61929634e-03
1.17770394e-01 -5.85803646e-02 1.07959000e-02 -1.49299490e-01
1.30819895e-01 -1.15911892e-01]
[ -1.21549505e-01 1.20851157e-01 2.58274358e-01 -2.34200581e-02
1.82948478e-01 8.76024031e-02 8.23720702e-03 -2.98615296e-01
-1.22802968e-01 -6.56768600e-02]
[ -3.51487687e-01 7.04865445e-02 1.12521308e-02 -3.21909313e-02
1.55150761e-01 -1.70044217e-01 -2.26011721e-02 2.34572706e-01
-9.33483160e-02 7.39118760e-02]
[ 1.47163550e-01 8.00419145e-02 -2.37636787e-01 -9.14577785e-02
1.22689054e-01 -2.93257504e-01 2.82188760e-02 -1.68127475e-01
-3.60059752e-03 -1.91211352e-01]
[ 2.08646681e-01 -1.61546415e-01 6.09779857e-02 -2.84926811e-02
9.29648190e-02 -3.11156723e-02 1.13366382e-02 -1.37243331e-01
1.08412236e-01 -1.84673391e-01]
[ -1.05221647e-01 -4.53335365e-02 1.20853697e-01 1.08096393e-01
4.21054114e-02 -1.12058479e-01 2.43963165e-01 -7.75019346e-02
1.84331306e-01 -4.32860244e-03]
[ 6.43497785e-03 -1.62807865e-01 2.07090300e-01 -2.35078740e-01
4.53843180e-02 1.11871952e-01 4.25402836e-02 -1.14723164e-01
2.73332516e-02 2.31488834e-01]]
[[ 0.56907717]
[ 1.46048688]
[ 0.26513788]
[ 0.82286735]
[-2.61997757]
[-0.28770431]
[-1.55254196]
[ 0.03657906]
[ 0.63783972]
[ 0.85444522]]
Progress: 24.0% ... Training loss: 0.310 ... Validation loss: 0.479[[ 1.60854930e-01 2.05851115e-01 -1.09783415e-01 1.06331332e-01
-5.14537594e-01 -7.02312594e-02 -5.78284545e-02 1.23042013e-01
-6.91740842e-02 1.86525383e-01]
[ 1.25302260e-02 1.59387861e-01 -2.06642470e-02 3.92149190e-02
1.03686940e-01 -4.81542573e-03 3.07902573e-01 4.11595598e-02
1.37416082e-01 -3.15903206e-02]
[ 1.75614701e-01 4.73657323e-01 1.45637963e-02 2.29390757e-02
2.42595071e-01 -3.55335143e-02 -5.54576812e-01 -3.76061356e-02
6.71069866e-02 2.88235610e-01]
[ -1.78518115e-02 -3.03763212e-01 -2.35637261e-01 4.08224637e-02
5.93785813e-03 1.61556340e-01 1.37810131e-01 5.60928072e-02
2.42448561e-02 1.32824818e-01]
[ -1.28221145e-02 1.35246042e-01 -1.48110917e-01 3.55027227e-02
9.19242870e-02 -1.77365666e-01 5.96696918e-02 -1.19831943e-01
-1.91207233e-01 -7.34144670e-03]
[ -3.57460122e-01 -4.20187157e-01 -2.88180351e-01 1.61303264e-01
1.33441380e-01 4.22185061e-02 1.12064731e-01 -3.56442904e-02
-4.13092629e-03 2.04546341e-02]
[ -3.24933121e-03 -1.80309241e-01 9.96421815e-03 9.23709912e-02
-1.68472772e-02 -7.13636734e-02 1.72555564e-01 -1.90096018e-01
1.88985896e-01 3.13640598e-02]
[ 1.18506239e-01 -2.20529680e-01 3.59775990e-02 -6.14436060e-02
9.68202063e-02 -4.86708320e-02 5.36189206e-02 1.21581776e-01
8.12914572e-02 -1.70737516e-02]
[ -1.74407103e-01 -1.00781714e-01 -3.06345184e-01 -2.66615623e-02
1.04519196e-02 7.11791465e-02 -1.87830478e-01 -2.85938231e-02
2.55575821e-01 -1.32316332e-01]
[ 7.38591008e-02 -2.88283607e-01 9.66043009e-02 4.98975822e-02
6.45104879e-02 -1.19107588e-01 7.52565926e-02 -9.98620340e-02
2.89858594e-02 1.38392074e-01]
[ -8.20611243e-02 4.23994613e-02 -1.59004346e-03 -1.55969260e-01
4.44954805e-02 2.28426865e-02 1.17523810e-01 -1.02728023e-01
-2.13698988e-02 -1.30294287e-01]
[ -1.15114950e-01 -8.05355270e-02 -7.11476787e-02 -1.20464253e-02
3.82593376e-01 1.02717308e-01 4.57752957e-02 -1.62510673e-02
-1.73108355e-01 -2.14440119e-01]
[ -1.56450021e-01 5.22730026e-03 6.21736137e-02 2.24536097e-02
-1.73961743e-01 -2.19982265e-01 -1.79225683e-01 -1.96963308e-01
8.76352615e-02 1.74907295e-01]
[ -2.32510534e-01 -2.12429512e-01 1.14125923e-01 2.60811347e-01
-9.70278436e-02 -7.94945328e-02 -5.67186728e-02 -2.55961391e-01
-2.21703490e-01 -1.61800627e-02]
[ 1.15267955e-01 -8.75014377e-02 -1.79514488e-02 1.23592729e-01
-2.02135259e-02 -8.77933878e-02 1.47014522e-01 4.05403618e-03
3.37667590e-02 2.04122298e-02]
[ 3.71905619e-02 -5.58565396e-02 -2.11319752e-01 1.48877717e-01
-4.32199353e-02 8.64311898e-02 -7.40900130e-02 -1.99273802e-02
-9.31296195e-02 -4.66594249e-03]
[ -1.24208253e-01 -6.68655127e-02 -2.04540909e-01 1.51563378e-01
1.11533253e-03 1.35612440e-01 1.40079111e-02 -2.50404287e-01
6.55191921e-02 -2.04671622e-01]
[ -7.21976301e-02 -4.01836397e-02 2.75021915e-01 9.46536989e-02
1.33584822e-01 -6.00062302e-02 -1.21471428e-01 1.20481846e-01
6.86152355e-02 2.82435894e-02]
[ 5.10761778e-02 -3.05295622e-02 8.60260943e-02 8.42121904e-02
8.53165739e-02 -1.60770278e-02 2.49606558e-01 1.20379764e-01
-3.56745787e-02 -6.95439744e-02]
[ 2.46835713e-03 -1.66317296e-01 -2.93359629e-01 -5.76771980e-02
2.26940668e-01 -8.87041792e-02 1.83239700e-01 1.63618018e-01
1.01423496e-01 -3.77655594e-02]
[ 5.41755088e-02 4.52378155e-03 -1.15718197e-01 4.76668092e-02
-9.96444164e-02 3.21785244e-01 2.47889679e-01 2.05479213e-01
-1.59183203e-01 -5.58766801e-02]
[ 2.65926702e-03 -1.91240355e-02 1.21656730e-01 1.04087026e-01
-1.92272426e-03 1.06202749e-01 -1.42683777e-01 -4.13977425e-02
2.09570987e-01 7.63526004e-02]
[ 1.07566085e-01 7.43452759e-02 -4.81112257e-02 -1.03596754e-01
-9.38178533e-02 -3.29176168e-01 1.12527800e-01 8.61222957e-03
1.39942639e-01 8.74155189e-02]
[ -1.00061851e-01 5.05230042e-03 -1.60148907e-02 2.06611570e-02
1.55138283e-02 -2.02709218e-01 -8.70751942e-02 -1.99197465e-02
1.33086151e-02 1.26469641e-01]
[ -1.38089278e-01 -5.31111828e-02 -1.94292762e-01 5.29228786e-03
-2.85578966e-01 -7.49588411e-03 -2.57515159e-02 -2.30214805e-02
1.01897808e-02 7.18679794e-02]
[ -2.73883514e-02 -6.29894269e-02 -7.34789763e-02 -1.24086021e-01
5.21813519e-01 2.75162344e-01 5.35540303e-01 1.13367630e-01
-1.79158905e-01 -3.70348964e-01]
[ -1.44419863e-02 -3.54309996e-01 -2.89865779e-02 -7.16108465e-02
6.55782774e-01 1.00613755e-01 4.95190103e-01 9.15908125e-02
2.99733322e-02 -3.78650577e-01]
[ 1.33006450e-02 -4.11679678e-01 -4.21645155e-02 -1.05639432e-01
6.73262982e-01 2.32675611e-02 4.64980466e-01 4.89201447e-02
-3.61483613e-01 -2.15057817e-01]
[ -1.59770912e-01 -5.48637039e-01 -5.25469468e-03 -1.91675978e-01
7.32070894e-01 -9.39259702e-02 5.78477304e-01 -8.17638987e-02
-5.88360278e-02 9.21739888e-02]
[ -2.81861649e-01 -3.55272260e-01 5.92406859e-02 -3.79779729e-02
8.95185315e-01 1.39485390e-01 3.77773902e-01 4.83960572e-02
-8.16475487e-02 -1.26464971e-01]
[ -1.90299713e-01 -2.50585147e-01 2.56211865e-01 -2.28245034e-01
6.17651309e-01 -4.88389613e-02 6.36456722e-01 1.42537077e-02
-2.44693092e-01 -1.44294748e-02]
[ -1.18979489e-01 -1.88521679e-01 -1.76097078e-01 -8.85526513e-02
4.49985278e-01 -2.33903452e-01 1.44325281e-01 1.70072202e-01
1.89405792e-04 -1.06239545e-01]
[ 1.19813750e-01 2.56105586e-01 1.67971247e-01 -7.89690939e-02
-1.14952988e-01 4.60081224e-02 -1.65214957e-01 2.84198566e-01
8.40303313e-02 1.85978515e-01]
[ 3.46039286e-01 3.01669124e-01 -8.50752841e-02 3.10919439e-01
-8.83914027e-01 -2.86174359e-01 -4.62141684e-01 1.77523292e-01
3.76573561e-01 -4.25602556e-02]
[ 5.13053760e-02 1.52670494e-01 2.54740261e-01 2.57008959e-01
-7.69131985e-02 -1.97590506e-01 -1.90290947e-01 -1.32543359e-01
-1.34980648e-01 -2.81393715e-01]
[ 2.70934377e-02 -4.55598768e-02 -1.16602390e-01 -4.91993327e-02
2.33613358e-01 3.98525738e-02 -1.65323594e-02 -1.84067238e-01
3.82371579e-02 2.13725497e-01]
[ 1.24378974e-03 -5.34246379e-02 -6.63302596e-02 -4.96689909e-02
-1.93482186e-02 -1.76327181e-01 8.76005138e-02 1.02079890e-02
3.84001765e-02 8.33725622e-03]
[ 3.11292549e-02 7.23408770e-02 2.45930241e-01 7.81175053e-02
-2.37793266e-01 -1.35416985e-01 1.09530097e-01 3.99707101e-02
-1.82733817e-01 1.12947318e-01]
[ 6.49802657e-02 1.07436830e-02 1.04827825e-01 -1.67846374e-03
-2.09370836e-01 7.23559706e-02 8.64233646e-02 -2.71172407e-01
-2.41959532e-02 -9.77176911e-02]
[ -1.65558918e-02 7.20644032e-02 8.22204413e-02 -3.66309564e-02
-1.26139763e-02 1.83721468e-01 1.15834065e-01 1.18179609e-01
-2.63620297e-02 1.67458953e-01]
[ 2.13260732e-01 4.50732944e-02 2.52638529e-02 7.11481215e-02
8.27876491e-02 -1.91223779e-02 -1.38697075e-01 1.47825445e-01
-6.23307154e-02 -2.92668857e-02]
[ 3.71203171e-02 -3.15564649e-02 1.46583539e-02 3.38134998e-02
-3.83445042e-01 -1.20635191e-01 -1.90486316e-01 4.08657702e-02
1.14910479e-01 1.88553657e-01]
[ 3.04160037e-02 5.10397851e-01 1.15090947e-01 3.93446203e-01
-1.03231235e+00 -3.00337663e-01 -6.05317712e-01 -7.38205593e-02
2.71559119e-01 3.16193481e-01]
[ 1.78058518e-01 5.14882890e-01 6.33657061e-02 4.16765110e-01
-8.42822678e-01 -8.32893938e-02 -4.52105007e-01 1.50779857e-01
2.02660918e-01 4.86849118e-01]
[ 2.57628807e-01 2.95448185e-01 2.45684381e-01 1.43096260e-01
-3.98615906e-01 8.15355517e-02 -2.05862442e-01 1.62593605e-01
2.36640436e-01 7.53371621e-02]
[ -7.32459334e-02 2.16808513e-01 2.41895466e-01 1.64653147e-02
-3.58432019e-02 1.30834811e-01 -9.65940721e-02 -1.50377526e-02
-3.31715206e-02 5.11632308e-02]
[ -9.75992337e-02 -7.44756408e-03 2.51314388e-02 9.33172731e-02
-5.05627257e-02 1.16183800e-01 2.57816272e-01 2.03272276e-02
-2.74755514e-01 -9.34139261e-02]
[ -2.18766254e-01 -1.84080372e-02 -9.25746407e-02 -3.42838036e-01
1.77089007e-01 1.19473800e-01 9.92064906e-02 1.03639152e-01
-2.06565394e-01 3.34377039e-02]
[ 1.26375489e-02 -3.67189623e-01 -1.26254677e-01 -1.59139269e-01
3.64274464e-01 2.54227774e-02 1.67469829e-01 1.52756723e-01
-1.63096215e-01 -2.17872452e-01]
[ 1.40829636e-01 -1.77212833e-01 -1.42041834e-01 -3.85956131e-03
1.17763095e-01 -5.84748861e-02 1.16036169e-02 -1.49316171e-01
1.30568262e-01 -1.16379075e-01]
[ -1.20599473e-01 1.22857640e-01 2.58763363e-01 -2.18824544e-02
1.78717464e-01 8.70490231e-02 5.96389505e-03 -2.98548227e-01
-1.21619754e-01 -6.41688195e-02]
[ -3.50493320e-01 7.25537712e-02 1.17273286e-02 -3.07876347e-02
1.50517291e-01 -1.70543718e-01 -2.48763203e-02 2.34638523e-01
-9.22041663e-02 7.53290499e-02]
[ 1.47971087e-01 8.13887289e-02 -2.37268443e-01 -9.02914515e-02
1.19461291e-01 -2.93675984e-01 2.66858561e-02 -1.68073770e-01
-2.67077579e-03 -1.90061645e-01]
[ 2.09939474e-01 -1.58873320e-01 6.16033771e-02 -2.64793684e-02
8.69337023e-02 -3.18145572e-02 8.22049274e-03 -1.37156228e-01
1.09944756e-01 -1.82681742e-01]
[ -1.04941116e-01 -4.45000520e-02 1.21022782e-01 1.08526365e-01
4.13564547e-02 -1.12232252e-01 2.43125413e-01 -7.74805072e-02
1.84612228e-01 -3.85785520e-03]
[ 7.26800172e-03 -1.60573137e-01 2.07410977e-01 -2.33828756e-01
4.16515915e-02 1.11448326e-01 4.05191959e-02 -1.14667813e-01
2.83069941e-02 2.32612062e-01]]
[[ 0.58968288]
[ 1.47813839]
[ 0.28526102]
[ 0.84307311]
[-2.59894076]
[-0.27000519]
[-1.53474053]
[ 0.05520101]
[ 0.65809053]
[ 0.87552021]]
Progress: 24.1% ... Training loss: 0.296 ... Validation loss: 0.467[[ 1.60902412e-01 2.06638838e-01 -1.09594000e-01 1.06600266e-01
-5.14996793e-01 -7.03151447e-02 -5.71926380e-02 1.23069993e-01
-6.90629682e-02 1.86553316e-01]
[ 1.21514861e-02 1.58653169e-01 -2.07904118e-02 3.87408917e-02
1.05432402e-01 -4.66473692e-03 3.08748935e-01 4.11274786e-02
1.37031043e-01 -3.19963120e-02]
[ 1.78278609e-01 4.81394904e-01 1.59945586e-02 2.66264513e-02
2.32997662e-01 -3.67249977e-02 -5.61457832e-01 -3.73405247e-02
6.97634634e-02 2.92142078e-01]
[ -1.62922693e-02 -3.01152803e-01 -2.34972391e-01 4.29275519e-02
-6.92618562e-04 1.60953871e-01 1.34577988e-01 5.62317662e-02
2.59489537e-02 1.35560571e-01]
[ -1.32469029e-02 1.33891192e-01 -1.48315404e-01 3.51070910e-02
9.30317000e-02 -1.77291402e-01 6.03163918e-02 -1.19867396e-01
-1.91512711e-01 -7.94227538e-03]
[ -3.58467920e-01 -4.22866370e-01 -2.88630485e-01 1.60145338e-01
1.36893669e-01 4.25855688e-02 1.14854210e-01 -3.57275169e-02
-5.09441402e-03 1.90640527e-02]
[ -2.62281705e-03 -1.78909754e-01 1.03597942e-02 9.32260178e-02
-1.90098875e-02 -7.16570032e-02 1.71242694e-01 -1.90030966e-01
1.89746641e-01 3.21315093e-02]
[ 1.17938113e-01 -2.21463768e-01 3.58136674e-02 -6.20269746e-02
9.81933403e-02 -4.84597844e-02 5.53431301e-02 1.21548254e-01
8.06595882e-02 -1.77089150e-02]
[ -1.73497005e-01 -9.86404887e-02 -3.05889825e-01 -2.53547252e-02
7.29602056e-03 7.07754449e-02 -1.89335521e-01 -2.85078971e-02
2.56558374e-01 -1.31052324e-01]
[ 7.48673342e-02 -2.85015571e-01 9.73569852e-02 5.17244954e-02
5.95727128e-02 -1.19669908e-01 7.34170230e-02 -9.97340572e-02
3.03163166e-02 1.39854727e-01]
[ -8.25918094e-02 4.03413784e-02 -1.85194757e-03 -1.56735148e-01
4.67843947e-02 2.30617416e-02 1.19642965e-01 -1.02777774e-01
-2.19899842e-02 -1.30975136e-01]
[ -1.15631810e-01 -8.18180692e-02 -7.14015904e-02 -1.26868812e-02
3.84749151e-01 1.02941652e-01 4.71914862e-02 -1.62950620e-02
-1.73670786e-01 -2.15216209e-01]
[ -1.56450021e-01 5.22730026e-03 6.21736137e-02 2.24536097e-02
-1.73961743e-01 -2.19982265e-01 -1.79225683e-01 -1.96963308e-01
8.76352615e-02 1.74907295e-01]
[ -2.32849503e-01 -2.13064600e-01 1.13979724e-01 2.60410234e-01
-9.60430533e-02 -7.93607337e-02 -5.58020661e-02 -2.55989998e-01
-2.22045258e-01 -1.66618306e-02]
[ 1.15254638e-01 -8.79575006e-02 -1.79279478e-02 1.23666403e-01
-2.06600448e-02 -8.78254779e-02 1.47229749e-01 4.05718179e-03
3.38316228e-02 2.04529258e-02]
[ 3.64578416e-02 -5.78067979e-02 -2.11662703e-01 1.47841227e-01
-3.96547513e-02 8.67275404e-02 -7.20294942e-02 -1.99904758e-02
-9.39115924e-02 -5.88306451e-03]
[ -1.23698313e-01 -6.56467962e-02 -2.04297313e-01 1.52291054e-01
-1.03689260e-03 1.35369157e-01 1.27536836e-02 -2.50359684e-01
6.60954735e-02 -2.04006819e-01]
[ -7.16976171e-02 -3.87922945e-02 2.75336418e-01 9.54306583e-02
1.31695882e-01 -6.02190852e-02 -1.22671327e-01 1.20536660e-01
6.92387695e-02 2.90825261e-02]
[ 5.04008060e-02 -3.22492397e-02 8.56941345e-02 8.32097851e-02
8.81469489e-02 -1.57681182e-02 2.51281911e-01 1.20314458e-01
-3.64539048e-02 -7.05856439e-02]
[ 3.00049165e-03 -1.64395645e-01 -2.92983666e-01 -5.66509983e-02
2.24042306e-01 -8.90142075e-02 1.81955641e-01 1.63688450e-01
1.02088202e-01 -3.66730910e-02]
[ 5.34659021e-02 2.52204003e-03 -1.16072912e-01 4.66353646e-02
-9.69276270e-02 3.22123850e-01 2.49902190e-01 2.05413306e-01
-1.60011507e-01 -5.69495686e-02]
[ 3.62540512e-03 -1.67743733e-02 1.22131137e-01 1.05453732e-01
-5.41048410e-03 1.05760884e-01 -1.44463591e-01 -4.13086627e-02
2.10575417e-01 7.76411201e-02]
[ 1.07496286e-01 7.43043601e-02 -4.81343076e-02 -1.03674622e-01
-9.35187841e-02 -3.29139619e-01 1.12733667e-01 8.60667140e-03
1.39888029e-01 8.73170182e-02]
[ -1.00029792e-01 5.03683053e-03 -1.59967166e-02 2.07036207e-02
1.53935470e-02 -2.02720398e-01 -8.70586796e-02 -1.99160410e-02
1.33445520e-02 1.26498191e-01]
[ -1.38129091e-01 -5.32459322e-02 -1.94307132e-01 5.24849759e-03
-2.85474173e-01 -7.47771876e-03 -2.56403385e-02 -2.30245574e-02
1.01539502e-02 7.18316669e-02]
[ -2.78338910e-02 -6.41980814e-02 -7.36933282e-02 -1.24733082e-01
5.23607506e-01 2.75366377e-01 5.36721366e-01 1.13325219e-01
-1.79660013e-01 -3.71041994e-01]
[ -1.42738689e-02 -3.54249138e-01 -2.89008603e-02 -7.13534363e-02
6.55059561e-01 1.00531065e-01 4.95122396e-01 9.16073458e-02
3.01771680e-02 -3.78494710e-01]
[ 1.33120052e-02 -4.11841069e-01 -4.21642014e-02 -1.05648675e-01
6.73201777e-01 2.32630335e-02 4.65115414e-01 4.89189089e-02
-3.61489616e-01 -2.15090518e-01]
[ -1.59486726e-01 -5.48317756e-01 -5.12350829e-03 -1.91234982e-01
7.30880010e-01 -9.40657729e-02 5.78009169e-01 -8.17356521e-02
-5.84949115e-02 9.26319029e-02]
[ -2.81854146e-01 -3.55256668e-01 5.92437905e-02 -3.79680056e-02
8.95161993e-01 1.39482216e-01 3.77754673e-01 4.83967291e-02
-8.16403860e-02 -1.26454425e-01]
[ -1.90666392e-01 -2.51480343e-01 2.56045401e-01 -2.28733637e-01
6.19179831e-01 -4.86827011e-02 6.37445335e-01 1.42228427e-02
-2.45060130e-01 -1.48939697e-02]
[ -1.19209358e-01 -1.89135297e-01 -1.76213148e-01 -8.88697792e-02
4.51098900e-01 -2.33795336e-01 1.45071762e-01 1.70051513e-01
-6.24882667e-05 -1.06575993e-01]
[ 1.19075448e-01 2.54691463e-01 1.67634008e-01 -7.99950463e-02
-1.11954423e-01 4.63439636e-02 -1.63399966e-01 2.84127786e-01
8.32494272e-02 1.84890751e-01]
[ 3.46363169e-01 3.02888956e-01 -8.48267382e-02 3.11628677e-01
-8.86017736e-01 -2.86379954e-01 -4.63054679e-01 1.77570773e-01
3.77004192e-01 -4.19015599e-02]
[ 5.09718840e-02 1.52013270e-01 2.54575791e-01 2.56532175e-01
-7.54556663e-02 -1.97428018e-01 -1.89499842e-01 -1.32575362e-01
-1.35363551e-01 -2.81879341e-01]
[ 2.70685706e-02 -4.56844311e-02 -1.16623264e-01 -4.92441011e-02
2.33799132e-01 3.98809578e-02 -1.64098702e-02 -1.84072408e-01
3.82066199e-02 2.13651236e-01]
[ 1.12281081e-03 -5.37869979e-02 -6.63937687e-02 -4.98431621e-02
-1.87970986e-02 -1.76279106e-01 8.79292174e-02 1.01968975e-02
3.82642528e-02 8.15047900e-03]
[ 3.12421830e-02 7.26807377e-02 2.45947403e-01 7.81674087e-02
-2.37927955e-01 -1.35465102e-01 1.09191683e-01 3.99706836e-02
-1.82684965e-01 1.12987800e-01]
[ 6.48691896e-02 1.04985553e-02 1.04769282e-01 -1.84991709e-03
-2.08866336e-01 7.24048965e-02 8.66915117e-02 -2.71183533e-01
-2.43296147e-02 -9.78849294e-02]
[ -1.68732943e-02 7.13133789e-02 8.20773145e-02 -3.70600965e-02
-1.13732854e-02 1.83860763e-01 1.16638554e-01 1.18151404e-01
-2.67039638e-02 1.67007198e-01]
[ 2.13952624e-01 4.67381638e-02 2.56146297e-02 7.21683987e-02
7.98121183e-02 -1.94479684e-02 -1.40463199e-01 1.47892663e-01
-6.15429768e-02 -2.82167145e-02]
[ 3.79461974e-02 -2.94278511e-02 1.50792758e-02 3.50859141e-02
-3.87163532e-01 -1.21030052e-01 -1.92367666e-01 4.09480784e-02
1.15853429e-01 1.89738661e-01]
[ 3.14722815e-02 5.13088289e-01 1.15665614e-01 3.95063085e-01
-1.03630616e+00 -3.00815067e-01 -6.07506201e-01 -7.37104286e-02
2.72719675e-01 3.17815381e-01]
[ 1.77661975e-01 5.13739023e-01 6.32169777e-02 4.16183899e-01
-8.41292254e-01 -8.31385676e-02 -4.50970102e-01 1.50752895e-01
2.02292941e-01 4.86240101e-01]
[ 2.57585487e-01 2.95286413e-01 2.45691292e-01 1.43059796e-01
-3.98590900e-01 8.15438033e-02 -2.05729197e-01 1.62593037e-01
2.36594688e-01 7.53310868e-02]
[ -7.30882977e-02 2.17211437e-01 2.41981805e-01 1.67049045e-02
-3.65786350e-02 1.30760246e-01 -9.69935856e-02 -1.50222394e-02
-3.30045997e-02 5.14117676e-02]
[ -9.76812131e-02 -7.59369529e-03 2.50943016e-02 9.32103001e-02
-5.02714519e-02 1.16217960e-01 2.57919380e-01 2.03196409e-02
-2.74817982e-01 -9.35282436e-02]
[ -2.18766036e-01 -1.84235243e-02 -9.25732053e-02 -3.42838069e-01
1.77057227e-01 1.19475013e-01 9.92051889e-02 1.03639107e-01
-2.06564765e-01 3.34417434e-02]
[ 1.21684057e-02 -3.68203954e-01 -1.26474377e-01 -1.59826391e-01
3.66252428e-01 2.56343144e-02 1.68656576e-01 1.52711615e-01
-1.63630564e-01 -2.18590390e-01]
[ 1.40783922e-01 -1.76662212e-01 -1.42045720e-01 -3.78472178e-03
1.17708984e-01 -5.84570665e-02 1.16853725e-02 -1.49315355e-01
1.30628613e-01 -1.16441731e-01]
[ -1.20967921e-01 1.22365177e-01 2.58709098e-01 -2.22213584e-02
1.80053492e-01 8.71595118e-02 6.63807427e-03 -2.98569953e-01
-1.21939668e-01 -6.44711324e-02]
[ -3.51172410e-01 7.07856774e-02 1.14116881e-02 -3.17281698e-02
1.53492280e-01 -1.70261872e-01 -2.31050083e-02 2.34575646e-01
-9.29299223e-02 7.43661157e-02]
[ 1.48365728e-01 8.18751905e-02 -2.37099322e-01 -8.98193294e-02
1.17577455e-01 -2.93839604e-01 2.62787328e-02 -1.68039058e-01
-2.31296198e-03 -1.89602982e-01]
[ 2.10798181e-01 -1.56723972e-01 6.21107406e-02 -2.49674163e-02
8.34857240e-02 -3.22548065e-02 6.60854821e-03 -1.37059269e-01
1.10955207e-01 -1.81264301e-01]
[ -1.04926410e-01 -4.46465732e-02 1.21054588e-01 1.08475079e-01
4.14139309e-02 -1.12243320e-01 2.43431086e-01 -7.74739002e-02
1.84585098e-01 -4.08036979e-03]
[ 7.05388702e-03 -1.61425078e-01 2.07313346e-01 -2.34136375e-01
4.21759382e-02 1.11534188e-01 4.14011199e-02 -1.14688073e-01
2.80991199e-02 2.32292089e-01]]
[[ 0.59334055]
[ 1.48123805]
[ 0.28613641]
[ 0.84567636]
[-2.5999989 ]
[-0.27043883]
[-1.53905315]
[ 0.05496254]
[ 0.66303373]
[ 0.8793235 ]]
Progress: 24.1% ... Training loss: 0.296 ... Validation loss: 0.465[[ 1.60830147e-01 2.05643977e-01 -1.09585834e-01 1.06090798e-01
-5.12990288e-01 -7.02066018e-02 -5.64589616e-02 1.23068613e-01
-6.90480290e-02 1.85984342e-01]
[ 1.22330618e-02 1.58787469e-01 -2.07558001e-02 3.88532039e-02
1.05094394e-01 -4.69993184e-03 3.08532686e-01 4.11350362e-02
1.37114399e-01 -3.18812375e-02]
[ 1.77872949e-01 4.81543320e-01 1.56990089e-02 2.53701931e-02
2.35930350e-01 -3.63572837e-02 -5.61536606e-01 -3.74188887e-02
6.90234436e-02 2.90920925e-01]
[ -1.42580552e-02 -2.97243644e-01 -2.33919720e-01 4.61231469e-02
-8.98503574e-03 1.59865011e-01 1.30415334e-01 5.64379348e-02
2.85026308e-02 1.38922812e-01]
[ -1.01346057e-02 1.40873792e-01 -1.46758395e-01 3.97549462e-02
7.84815072e-02 -1.78662105e-01 5.23373676e-02 -1.19549322e-01
-1.87836905e-01 -3.80747426e-03]
[ -3.56976168e-01 -4.20248040e-01 -2.87922375e-01 1.62134627e-01
1.31480161e-01 4.18613567e-02 1.11988601e-01 -3.55773167e-02
-3.33122906e-03 2.09819028e-02]
[ -4.59472513e-03 -1.84079958e-01 9.45578504e-03 9.04515908e-02
-1.02103926e-02 -7.07569601e-02 1.76516853e-01 -1.90200227e-01
1.87707189e-01 2.94022921e-02]
[ 1.17579515e-01 -2.22337144e-01 3.55918192e-02 -6.26848855e-02
1.00118521e-01 -4.82596918e-02 5.64146486e-02 1.21504392e-01
8.01788803e-02 -1.85656752e-02]
[ -1.74585886e-01 -1.01309144e-01 -3.06373608e-01 -2.68926047e-02
1.15506362e-02 7.12802544e-02 -1.86444870e-01 -2.86102787e-02
2.55355075e-01 -1.32673148e-01]
[ 7.35121407e-02 -2.88585531e-01 9.66769907e-02 4.93875428e-02
6.63975780e-02 -1.18956572e-01 7.74725517e-02 -9.98627230e-02
2.88588733e-02 1.37260144e-01]
[ -8.24498301e-02 3.99460980e-02 -1.78250000e-03 -1.56491852e-01
4.70450732e-02 2.29401522e-02 1.19902699e-01 -1.02756585e-01
-2.17937322e-02 -1.30658358e-01]
[ -1.16346231e-01 -8.39467335e-02 -7.16925738e-02 -1.35741532e-02
3.87229390e-01 1.03230638e-01 4.92469420e-02 -1.63528906e-02
-1.74369868e-01 -2.16227356e-01]
[ -1.56450021e-01 5.22730026e-03 6.21736137e-02 2.24536097e-02
-1.73961743e-01 -2.19982265e-01 -1.79225683e-01 -1.96963308e-01
8.76352615e-02 1.74907295e-01]
[ -2.32451787e-01 -2.12563750e-01 1.14191167e-01 2.61026671e-01
-9.74252516e-02 -7.95707003e-02 -5.66518197e-02 -2.55943754e-01
-2.21540159e-01 -1.60095098e-02]
[ 1.15109113e-01 -8.85459602e-02 -1.79967591e-02 1.23557896e-01
-2.02538389e-02 -8.77874908e-02 1.47876967e-01 4.04965903e-03
3.37041028e-02 2.02497326e-02]
[ 3.78536805e-02 -5.45260534e-02 -2.11036936e-01 1.49496244e-01
-4.39736561e-02 8.60881487e-02 -7.51496654e-02 -1.98631517e-02
-9.24053871e-02 -4.18409812e-03]
[ -1.24458302e-01 -6.76715676e-02 -2.04667507e-01 1.51289183e-01
1.98798844e-03 1.35692825e-01 1.49237519e-02 -2.50422513e-01
6.53217020e-02 -2.05086242e-01]
[ -7.30333021e-02 -4.20119644e-02 2.74742587e-01 9.35260375e-02
1.37243045e-01 -5.96102229e-02 -1.19185472e-01 1.20414350e-01
6.78064163e-02 2.72720692e-02]
[ 5.01973017e-02 -3.30367455e-02 8.56052974e-02 8.28598434e-02
8.90956398e-02 -1.56256430e-02 2.51680997e-01 1.20294782e-01
-3.66407679e-02 -7.09464233e-02]
[ 2.23702573e-03 -1.66109336e-01 -2.93345321e-01 -5.77288261e-02
2.27125055e-01 -8.86830893e-02 1.83718105e-01 1.63616895e-01
1.01260196e-01 -3.76944738e-02]
[ 5.25540640e-02 9.48150952e-05 -1.16575959e-01 4.51601499e-02
-9.24919769e-02 3.22593381e-01 2.52395639e-01 2.05317604e-01
-1.61157948e-01 -5.84124292e-02]
[ 5.06252964e-03 -1.31849986e-02 1.22841568e-01 1.07580494e-01
-1.16539781e-02 1.05097853e-01 -1.47938078e-01 -4.11705024e-02
2.12243999e-01 7.94934559e-02]
[ 1.06433321e-01 7.17811160e-02 -4.85985553e-02 -1.05157827e-01
-8.94463799e-02 -3.28652464e-01 1.15510691e-01 8.50770084e-03
1.38730353e-01 8.57535906e-02]
[ -9.99723929e-02 5.13631752e-03 -1.59695745e-02 2.07876197e-02
1.51454075e-02 -2.02747404e-01 -8.71929805e-02 -1.99106737e-02
1.34104216e-02 1.26584075e-01]
[ -1.38161833e-01 -5.35257266e-02 -1.94332821e-01 5.18654240e-03
-2.85233397e-01 -7.45838547e-03 -2.54260713e-02 -2.30283917e-02
1.01005521e-02 7.17547329e-02]
[ -2.79074588e-02 -6.44604909e-02 -7.37242848e-02 -1.24850817e-01
5.24092203e-01 2.75406807e-01 5.36934036e-01 1.13318101e-01
-1.79756535e-01 -3.71190251e-01]
[ -1.39984297e-02 -3.53827697e-01 -2.87785320e-02 -7.09502282e-02
6.53934663e-01 1.00401961e-01 4.94657415e-01 9.16334344e-02
3.04909917e-02 -3.78138211e-01]
[ 1.28903011e-02 -4.12906667e-01 -4.23739812e-02 -1.06243588e-01
6.74979931e-01 2.34513752e-02 4.66185782e-01 4.88806831e-02
-3.61947067e-01 -2.15701398e-01]
[ -1.59586526e-01 -5.48649347e-01 -5.16089355e-03 -1.91329981e-01
7.31083321e-01 -9.40400570e-02 5.78328988e-01 -8.17420134e-02
-5.85683409e-02 9.25364531e-02]
[ -2.81677114e-01 -3.55157923e-01 5.93527350e-02 -3.76011926e-02
8.94350974e-01 1.39365416e-01 3.77493000e-01 4.84201559e-02
-8.13629496e-02 -1.26127421e-01]
[ -1.90697446e-01 -2.51531370e-01 2.56030734e-01 -2.28775480e-01
6.19263840e-01 -4.86693702e-02 6.37526194e-01 1.42201760e-02
-2.45092185e-01 -1.49340203e-02]
[ -1.19330568e-01 -1.89608490e-01 -1.76271602e-01 -8.89864158e-02
4.51517118e-01 -2.33760045e-01 1.45516989e-01 1.70043695e-01
-1.37090512e-04 -1.06711672e-01]
[ 1.17565460e-01 2.50935481e-01 1.66947370e-01 -8.21904358e-02
-1.05470174e-01 4.70392311e-02 -1.59425476e-01 2.83986537e-01
8.15973808e-02 1.82903718e-01]
[ 3.46763924e-01 3.03908506e-01 -8.46338433e-02 3.12149761e-01
-8.86991461e-01 -2.86571223e-01 -4.64050391e-01 1.77613572e-01
3.77487868e-01 -4.12310279e-02]
[ 5.05048852e-02 1.50983587e-01 2.54332109e-01 2.55840400e-01
-7.32473215e-02 -1.97203920e-01 -1.88320664e-01 -1.32620958e-01
-1.35927188e-01 -2.82598527e-01]
[ 2.67792974e-02 -4.65729555e-02 -1.16795465e-01 -4.97677178e-02
2.35084197e-01 4.00345123e-02 -1.56041555e-02 -1.84106444e-01
3.78161541e-02 2.13045711e-01]
[ 2.42222622e-03 -5.07570148e-02 -6.57627760e-02 -4.79170968e-02
-2.45982756e-02 -1.76859419e-01 8.46520415e-02 1.03203184e-02
3.97627897e-02 9.94014782e-03]
[ 3.06629206e-02 7.13255483e-02 2.45668104e-01 7.73460246e-02
-2.35573419e-01 -1.35203013e-01 1.10661589e-01 3.99175779e-02
-1.83342812e-01 1.12121633e-01]
[ 6.44529154e-02 9.47304943e-03 1.04559833e-01 -2.46629602e-03
-2.07002371e-01 7.25915106e-02 8.77865166e-02 -2.71218430e-01
-2.48110988e-02 -9.85101860e-02]
[ -1.69302805e-02 7.11048289e-02 8.20532377e-02 -3.71460131e-02
-1.10615802e-02 1.83896232e-01 1.16849283e-01 1.18146034e-01
-2.67723082e-02 1.66908877e-01]
[ 2.14052706e-01 4.68527692e-02 2.56604411e-02 7.23140112e-02
7.93979431e-02 -1.94973209e-02 -1.40656186e-01 1.47902595e-01
-6.14260673e-02 -2.80673397e-02]
[ 3.74352552e-02 -3.06457939e-02 1.48222150e-02 3.42981485e-02
-3.84790072e-01 -1.20804765e-01 -1.91070871e-01 4.08975101e-02
1.15236551e-01 1.88935540e-01]
[ 3.19787258e-02 5.14275930e-01 1.15901389e-01 3.95705635e-01
-1.03807025e+00 -3.01045371e-01 -6.08425458e-01 -7.36643004e-02
2.73246671e-01 3.18467432e-01]
[ 1.78169172e-01 5.14746436e-01 6.34958557e-02 4.16784769e-01
-8.43266285e-01 -8.33387985e-02 -4.52217438e-01 1.50801668e-01
2.02963973e-01 4.86742428e-01]
[ 2.57202325e-01 2.94493710e-01 2.45510694e-01 1.42503727e-01
-3.97022941e-01 8.17253339e-02 -2.04806918e-01 1.62556401e-01
2.36169903e-01 7.47493476e-02]
[ -7.31855833e-02 2.17064096e-01 2.41933430e-01 1.65450457e-02
-3.61922423e-02 1.30808049e-01 -9.67768631e-02 -1.50325884e-02
-3.31044651e-02 5.12104648e-02]
[ -9.75642291e-02 -7.27303534e-03 2.51535966e-02 9.33875538e-02
-5.07682055e-02 1.16161919e-01 2.57586973e-01 2.03315866e-02
-2.74674951e-01 -9.33445139e-02]
[ -2.18900443e-01 -1.87408330e-02 -9.26390035e-02 -3.43033322e-01
1.77677898e-01 1.19539116e-01 9.95653619e-02 1.03626093e-01
-2.06719285e-01 3.32410241e-02]
[ 1.20493349e-02 -3.68575348e-01 -1.26532407e-01 -1.59991243e-01
3.66753338e-01 2.56895373e-02 1.69058889e-01 1.52700806e-01
-1.63778346e-01 -2.18791843e-01]
[ 1.39539227e-01 -1.80011304e-01 -1.42631088e-01 -5.48676544e-03
1.22422618e-01 -5.78961869e-02 1.53884910e-02 -1.49428636e-01
1.29353327e-01 -1.18275491e-01]
[ -1.21268405e-01 1.21527933e-01 2.58567572e-01 -2.27741873e-02
1.81839206e-01 8.72950113e-02 7.74843760e-03 -2.98597311e-01
-1.22286213e-01 -6.51086850e-02]
[ -3.50866890e-01 7.14317540e-02 1.15518163e-02 -3.14272123e-02
1.52441036e-01 -1.70421753e-01 -2.36178174e-02 2.34605959e-01
-9.25580875e-02 7.45965552e-02]
[ 1.48457466e-01 8.12210815e-02 -2.37033169e-01 -8.96216395e-02
1.17047492e-01 -2.93861014e-01 2.63825829e-02 -1.68022752e-01
-2.13257551e-03 -1.89478296e-01]
[ 2.09908653e-01 -1.59078956e-01 6.16464696e-02 -2.62932526e-02
8.76008159e-02 -3.18438216e-02 9.01372320e-03 -1.37143281e-01
1.09833586e-01 -1.82653348e-01]
[ -1.04939105e-01 -4.46947364e-02 1.21011786e-01 1.08293195e-01
4.29188847e-02 -1.12236381e-01 2.43357797e-01 -7.74775051e-02
1.84529275e-01 -4.03789218e-03]
[ 7.17639661e-03 -1.60921467e-01 2.07439502e-01 -2.33853358e-01
4.12035336e-02 1.11481909e-01 4.10354303e-02 -1.14671742e-01
2.83859004e-02 2.32465895e-01]]
[[ 0.58486438]
[ 1.47571168]
[ 0.27683577]
[ 0.84094856]
[-2.60801307]
[-0.27680717]
[-1.54617539]
[ 0.04834646]
[ 0.65485665]
[ 0.87403531]]
Progress: 24.1% ... Training loss: 0.295 ... Validation loss: 0.465[[ 1.60804748e-01 2.05539617e-01 -1.09625707e-01 1.06135723e-01
-5.13234858e-01 -7.02216116e-02 -5.64400295e-02 1.23070458e-01
-6.89944958e-02 1.85965558e-01]
[ 1.24479601e-02 1.59320462e-01 -2.06238441e-02 3.92549015e-02
1.03957748e-01 -4.83513053e-03 3.08109373e-01 4.11559469e-02
1.37387368e-01 -3.15627815e-02]
[ 1.77362296e-01 4.81809769e-01 1.53469339e-02 2.43260286e-02
2.39263297e-01 -3.60203024e-02 -5.61880750e-01 -3.74726715e-02
6.84378212e-02 2.90144253e-01]
[ -1.78649622e-02 -3.06426246e-01 -2.35601482e-01 4.07675500e-02
7.21710114e-03 1.61658099e-01 1.40035526e-01 5.61341870e-02
2.44997307e-02 1.33885345e-01]
[ -7.75735687e-03 1.46527798e-01 -1.45571363e-01 4.33779364e-02
6.69438586e-02 -1.79760315e-01 4.59589729e-02 -1.19341469e-01
-1.85236841e-01 -2.70352047e-04]
[ -3.56941473e-01 -4.20930490e-01 -2.87851309e-01 1.62406218e-01
1.30350588e-01 4.17975497e-02 1.12546667e-01 -3.55677298e-02
-3.19758442e-03 2.10122122e-02]
[ -6.18081077e-03 -1.87650022e-01 8.67055420e-03 8.82759388e-02
-3.90721687e-03 -7.00228811e-02 1.80579277e-01 -1.90321799e-01
1.86062218e-01 2.70653714e-02]
[ 1.18220802e-01 -2.21186489e-01 3.59198231e-02 -6.16624052e-02
9.73748223e-02 -4.85765586e-02 5.46336002e-02 1.21560951e-01
8.09863363e-02 -1.76311539e-02]
[ -1.74681602e-01 -1.01695455e-01 -3.06385475e-01 -2.69714390e-02
1.18815266e-02 7.13018807e-02 -1.86036046e-01 -2.86177040e-02
2.55330650e-01 -1.32712353e-01]
[ 7.41004845e-02 -2.87229256e-01 9.69729045e-02 5.05753191e-02
6.27340254e-02 -1.19304134e-01 7.60161003e-02 -9.98057184e-02
2.98033839e-02 1.38218712e-01]
[ -8.28846400e-02 3.79923630e-02 -1.92893030e-03 -1.56971526e-01
4.82869498e-02 2.31040920e-02 1.21659480e-01 -1.02779990e-01
-2.21684289e-02 -1.31319703e-01]
[ -1.17505584e-01 -8.68374432e-02 -7.22400847e-02 -1.52426707e-02
3.92411861e-01 1.03789292e-01 5.21948789e-02 -1.64493416e-02
-1.75667978e-01 -2.17935874e-01]
[ -1.56450021e-01 5.22730026e-03 6.21736137e-02 2.24536097e-02
-1.73961743e-01 -2.19982265e-01 -1.79225683e-01 -1.96963308e-01
8.76352615e-02 1.74907295e-01]
[ -2.31987664e-01 -2.11788408e-01 1.14463831e-01 2.61852151e-01
-9.99437720e-02 -7.98419123e-02 -5.75426344e-02 -2.55898471e-01
-2.20944226e-01 -1.53212421e-02]
[ 1.14901277e-01 -8.93118347e-02 -1.80924705e-02 1.23341198e-01
-1.96444136e-02 -8.76990378e-02 1.48644429e-01 4.03367463e-03
3.35057735e-02 1.99425801e-02]
[ 3.76814469e-02 -5.49960665e-02 -2.11111312e-01 1.49225786e-01
-4.31888818e-02 8.61823654e-02 -7.46857772e-02 -1.98780229e-02
-9.26001237e-02 -4.45137537e-03]
[ -1.25363864e-01 -6.99433503e-02 -2.05094459e-01 1.50068362e-01
5.64458763e-03 1.36099159e-01 1.74284179e-02 -2.50488576e-01
6.43404052e-02 -2.06431996e-01]
[ -7.41797746e-02 -4.47643576e-02 2.74168782e-01 9.17980755e-02
1.42249247e-01 -5.90370613e-02 -1.16160422e-01 1.20316415e-01
6.65168147e-02 2.56011672e-02]
[ 5.09045245e-02 -3.11986199e-02 8.59331643e-02 8.39678851e-02
8.57542932e-02 -1.59782308e-02 2.49688517e-01 1.20357547e-01
-3.57615201e-02 -6.99148212e-02]
[ 2.37364113e-03 -1.65640087e-01 -2.93274862e-01 -5.75078674e-02
2.26471146e-01 -8.87606098e-02 1.83180728e-01 1.63629765e-01
1.01448858e-01 -3.75099499e-02]
[ 5.32807996e-02 1.72213430e-03 -1.16181817e-01 4.63129265e-02
-9.58838761e-02 3.22219092e-01 2.50505412e-01 2.05384155e-01
-1.60263088e-01 -5.72873432e-02]
[ 4.84169545e-03 -1.39016807e-02 1.22715720e-01 1.07248379e-01
-1.04994352e-02 1.05220105e-01 -1.47340490e-01 -4.11957241e-02
2.11977166e-01 7.91794425e-02]
[ 1.05917530e-01 7.06220101e-02 -4.88333356e-02 -1.05884967e-01
-8.71897615e-02 -3.28413666e-01 1.16871251e-01 8.46538257e-03
1.38207561e-01 8.50250317e-02]
[ -9.99871528e-02 5.03953015e-03 -1.59703641e-02 2.07678271e-02
1.52113527e-02 -2.02744521e-01 -8.71029619e-02 -1.99116789e-02
1.34049790e-02 1.26563175e-01]
[ -1.38018860e-01 -5.34912929e-02 -1.94263720e-01 5.43385753e-03
-2.86101035e-01 -7.53384410e-03 -2.56761393e-02 -2.30153137e-02
1.02725856e-02 7.19685160e-02]
[ -2.77570728e-02 -6.42221929e-02 -7.36636019e-02 -1.24631627e-01
5.23415685e-01 2.75337580e-01 5.36701517e-01 1.13330765e-01
-1.79585768e-01 -3.70979389e-01]
[ -1.40794084e-02 -3.53967634e-01 -2.88156808e-02 -7.10519129e-02
6.54317008e-01 1.00439201e-01 4.94833958e-01 9.16272370e-02
3.04193557e-02 -3.78258919e-01]
[ 1.28874694e-02 -4.12877844e-01 -4.23535315e-02 -1.06185118e-01
6.74880713e-01 2.34327226e-02 4.66364420e-01 4.88818308e-02
-3.61940838e-01 -2.15691866e-01]
[ -1.59919855e-01 -5.49319519e-01 -5.31687551e-03 -1.91814412e-01
7.32511029e-01 -9.38830905e-02 5.79180313e-01 -8.17698995e-02
-5.89303722e-02 9.21050882e-02]
[ -2.81593247e-01 -3.55244160e-01 5.94204013e-02 -3.73889663e-02
8.93668489e-01 1.39295545e-01 3.77533823e-01 4.84319294e-02
-8.12058868e-02 -1.25897354e-01]
[ -1.90703391e-01 -2.51677952e-01 2.56029930e-01 -2.28791328e-01
6.19341088e-01 -4.86638204e-02 6.37580236e-01 1.42196032e-02
-2.45106054e-01 -1.49467829e-02]
[ -1.19410994e-01 -1.89971069e-01 -1.76302438e-01 -8.90339013e-02
4.51686435e-01 -2.33747220e-01 1.45847564e-01 1.70039867e-01
-1.70999157e-04 -1.06774274e-01]
[ 1.17718164e-01 2.51538076e-01 1.67031748e-01 -8.19162253e-02
-1.06319217e-01 4.69615902e-02 -1.59928366e-01 2.84002534e-01
8.18382673e-02 1.83169403e-01]
[ 3.46774089e-01 3.03837221e-01 -8.46582712e-02 3.12083612e-01
-8.86700063e-01 -2.86557980e-01 -4.64083032e-01 1.77610914e-01
3.77431004e-01 -4.12846554e-02]
[ 5.08787918e-02 1.51624830e-01 2.54520945e-01 2.56397993e-01
-7.49301115e-02 -1.97402951e-01 -1.89276589e-01 -1.32587139e-01
-1.35481017e-01 -2.82022823e-01]
[ 2.60126735e-02 -4.84763797e-02 -1.17155730e-01 -5.08948595e-02
2.38473736e-01 4.03978624e-02 -1.35905663e-02 -1.84171019e-01
3.69503894e-02 2.11932442e-01]
[ 2.25594378e-03 -5.11886352e-02 -6.58311636e-02 -4.81478487e-02
-2.39853274e-02 -1.76798317e-01 8.50129310e-02 1.03082683e-02
3.95914859e-02 9.69607177e-03]
[ 3.08298658e-02 7.17984348e-02 2.45713643e-01 7.75917838e-02
-2.36288554e-01 -1.35280951e-01 1.10160556e-01 3.99311438e-02
-1.83129455e-01 1.12290886e-01]
[ 6.49548841e-02 1.07696065e-02 1.04823511e-01 -1.70735390e-03
-2.09298078e-01 7.23321571e-02 8.64158432e-02 -2.71175476e-01
-2.42268383e-02 -9.76796378e-02]
[ -1.67387200e-02 7.16483992e-02 8.21667781e-02 -3.68114246e-02
-1.20730871e-02 1.83792521e-01 1.16298565e-01 1.18165148e-01
-2.65238667e-02 1.67197937e-01]
[ 2.14321480e-01 4.75474512e-02 2.57987448e-02 7.27893149e-02
7.78687590e-02 -1.96467594e-02 -1.41368978e-01 1.47929368e-01
-6.10653378e-02 -2.76116364e-02]
[ 3.72902531e-02 -3.10001142e-02 1.47536492e-02 3.40807998e-02
-3.84122381e-01 -1.20735948e-01 -1.90731673e-01 4.08850041e-02
1.15082184e-01 1.88707434e-01]
[ 3.14253002e-02 5.12558305e-01 1.15650445e-01 3.94980805e-01
-1.03600054e+00 -3.00758402e-01 -6.06828956e-01 -7.37065607e-02
2.72670296e-01 3.17612572e-01]
[ 1.77308244e-01 5.12621970e-01 6.30824857e-02 4.15596610e-01
-8.39765047e-01 -8.29176102e-02 -4.50040479e-01 1.50727449e-01
2.02014674e-01 4.85370326e-01]
[ 2.57284543e-01 2.94607961e-01 2.45525333e-01 1.42585812e-01
-3.97258092e-01 8.17006159e-02 -2.04925752e-01 1.62560392e-01
2.36247474e-01 7.48323924e-02]
[ -7.30415369e-02 2.17425694e-01 2.42001200e-01 1.67570785e-02
-3.68566146e-02 1.30746667e-01 -9.71592018e-02 -1.50206105e-02
-3.29397900e-02 5.14068541e-02]
[ -9.72731663e-02 -6.61858631e-03 2.52928517e-02 9.38060527e-02
-5.20003952e-02 1.16023307e-01 2.56865156e-01 2.03556827e-02
-2.74344594e-01 -9.29213055e-02]
[ -2.19170118e-01 -1.94101709e-02 -9.27634933e-02 -3.43424318e-01
1.78896172e-01 1.19666273e-01 1.00264751e-01 1.03603713e-01
-2.07022105e-01 3.28401638e-02]
[ 1.18913598e-02 -3.69034888e-01 -1.26599951e-01 -1.60205730e-01
3.67380019e-01 2.57597362e-02 1.69570862e-01 1.52689215e-01
-1.63948913e-01 -2.19047857e-01]
[ 1.39102723e-01 -1.81097108e-01 -1.42792869e-01 -5.77774336e-03
1.23087677e-01 -5.77353929e-02 1.66415437e-02 -1.49460294e-01
1.29074254e-01 -1.18880664e-01]
[ -1.21870733e-01 1.19875952e-01 2.58312935e-01 -2.35546236e-02
1.84210700e-01 8.75551703e-02 9.51751243e-03 -2.98641672e-01
-1.22951941e-01 -6.60134236e-02]
[ -3.51391374e-01 6.99930480e-02 1.13071672e-02 -3.22058936e-02
1.54518095e-01 -1.70186781e-01 -2.21851673e-02 2.34562811e-01
-9.31144985e-02 7.37832755e-02]
[ 1.49033491e-01 8.23909355e-02 -2.36729416e-01 -8.87326533e-02
1.14230846e-01 -2.94149134e-01 2.50533563e-02 -1.67970560e-01
-1.41795411e-03 -1.88646253e-01]
[ 2.09117393e-01 -1.61416767e-01 6.12430342e-02 -2.75223953e-02
9.13858332e-02 -3.14448800e-02 1.10250419e-02 -1.37212415e-01
1.08918422e-01 -1.83849090e-01]
[ -1.04678853e-01 -4.43066245e-02 1.21134576e-01 1.08638195e-01
4.22767395e-02 -1.12359182e-01 2.42924397e-01 -7.74535454e-02
1.84809743e-01 -3.64063124e-03]
[ 7.68887637e-03 -1.59453302e-01 2.07679434e-01 -2.32968521e-01
3.85244895e-02 1.11212996e-01 3.95802255e-02 -1.14622444e-01
2.90788900e-02 2.33344229e-01]]
[[ 0.58279761]
[ 1.47491378]
[ 0.27529648]
[ 0.83744579]
[-2.61031971]
[-0.28043121]
[-1.5474924 ]
[ 0.04586983]
[ 0.64950262]
[ 0.86948661]]
Progress: 24.2% ... Training loss: 0.296 ... Validation loss: 0.463[[ 1.59613073e-01 2.02867615e-01 -1.10219047e-01 1.04402691e-01
-5.07712109e-01 -6.96567614e-02 -5.33556604e-02 1.22971598e-01
-7.03837143e-02 1.83842340e-01]
[ 1.24930180e-02 1.59402104e-01 -2.05949842e-02 3.93313829e-02
1.03776989e-01 -4.85586199e-03 3.07997161e-01 4.11588417e-02
1.37423762e-01 -3.14948698e-02]
[ 1.78462086e-01 4.86534228e-01 1.57638031e-02 2.53622945e-02
2.36397553e-01 -3.64256334e-02 -5.66325612e-01 -3.74154598e-02
6.93769735e-02 2.91184035e-01]
[ -1.51437491e-02 -3.00598708e-01 -2.34111202e-01 4.52579358e-02
-5.91530450e-03 1.60281295e-01 1.32973350e-01 5.63682802e-02
2.78229844e-02 1.38706998e-01]
[ -1.00726344e-02 1.40265858e-01 -1.46715418e-01 4.00281556e-02
7.71274978e-02 -1.78676788e-01 5.27075075e-02 -1.19510559e-01
-1.87740372e-01 -3.77153243e-03]
[ -3.57120481e-01 -4.22331312e-01 -2.87929204e-01 1.62345898e-01
1.30415525e-01 4.18063850e-02 1.14039909e-01 -3.55730578e-02
-3.33149556e-03 2.07323751e-02]
[ -7.16715643e-03 -1.90045637e-01 8.19621498e-03 8.69688013e-02
6.71943322e-04 -6.95566742e-02 1.82945613e-01 -1.90391559e-01
1.84979242e-01 2.56952075e-02]
[ 1.20119086e-01 -2.16477138e-01 3.67969740e-02 -5.89990277e-02
8.93781921e-02 -4.94967247e-02 5.00153456e-02 1.21706277e-01
8.30609959e-02 -1.51422322e-02]
[ -1.74434123e-01 -1.01413076e-01 -3.06276691e-01 -2.66339417e-02
1.08202964e-02 7.11808472e-02 -1.86567731e-01 -2.85968213e-02
2.55565144e-01 -1.32358007e-01]
[ 7.43051724e-02 -2.87762060e-01 9.70095054e-02 5.09077031e-02
6.23469082e-02 -1.19466588e-01 7.66023032e-02 -9.97813252e-02
3.00084987e-02 1.38163170e-01]
[ -8.26022629e-02 3.81325437e-02 -1.78855108e-03 -1.56516770e-01
4.69586844e-02 2.29523414e-02 1.21153357e-01 -1.02757203e-01
-2.18398082e-02 -1.30872689e-01]
[ -1.17012240e-01 -8.52495287e-02 -7.19833649e-02 -1.43963931e-02
3.89713480e-01 1.03537339e-01 5.08244374e-02 -1.64054013e-02
-1.75109446e-01 -2.17134079e-01]
[ -1.56450021e-01 5.22730026e-03 6.21736137e-02 2.24536097e-02
-1.73961743e-01 -2.19982265e-01 -1.79225683e-01 -1.96963308e-01
8.76352615e-02 1.74907295e-01]
[ -2.32391609e-01 -2.12944460e-01 1.14270775e-01 2.61342130e-01
-9.84874384e-02 -7.96873261e-02 -5.61173346e-02 -2.55926943e-01
-2.21394216e-01 -1.59735102e-02]
[ 1.15087064e-01 -8.93958581e-02 -1.80023884e-02 1.23688992e-01
-2.07128329e-02 -8.78122085e-02 1.48543751e-01 4.05202616e-03
3.37630055e-02 2.02813698e-02]
[ 3.75042118e-02 -5.56347648e-02 -2.11192326e-01 1.49022577e-01
-4.26068713e-02 8.62561267e-02 -7.40588606e-02 -1.98888146e-02
-9.27975862e-02 -4.70586559e-03]
[ -1.25968443e-01 -7.12512934e-02 -2.05370483e-01 1.49239547e-01
8.37290464e-03 1.36371144e-01 1.89166876e-02 -2.50528814e-01
6.36831438e-02 -2.07303013e-01]
[ -7.42148047e-02 -4.51955616e-02 2.74123385e-01 9.17816986e-02
1.42713410e-01 -5.89984314e-02 -1.15978790e-01 1.20310332e-01
6.64617849e-02 2.55677418e-02]
[ 5.05158006e-02 -3.19834399e-02 8.57312119e-02 8.33097799e-02
8.77622076e-02 -1.57841843e-02 2.50550233e-01 1.20321997e-01
-3.62683608e-02 -7.05625219e-02]
[ 2.96332303e-03 -1.64101587e-01 -2.93015536e-01 -5.66871673e-02
2.24120067e-01 -8.90712410e-02 1.81460493e-01 1.63674550e-01
1.02090190e-01 -3.68497563e-02]
[ 5.35370697e-02 2.38534413e-03 -1.16040974e-01 4.67335517e-02
-9.71458121e-02 3.22087192e-01 2.49790933e-01 2.05405121e-01
-1.59949229e-01 -5.68968088e-02]
[ 5.59762213e-03 -1.20765259e-02 1.23082837e-01 1.08357208e-01
-1.39497956e-02 1.04867478e-01 -1.48856994e-01 -4.11326246e-02
2.12869756e-01 8.02950854e-02]
[ 1.06422715e-01 7.16213396e-02 -4.85989704e-02 -1.05182725e-01
-8.93916760e-02 -3.28656987e-01 1.15709543e-01 8.50479889e-03
1.38719872e-01 8.57822716e-02]
[ -9.97673555e-02 5.49828714e-03 -1.58706728e-02 2.10861778e-02
1.43051944e-02 -2.02846790e-01 -8.76698905e-02 -1.98932311e-02
1.36446416e-02 1.26868739e-01]
[ -1.37941585e-01 -5.33782130e-02 -1.94224002e-01 5.56526075e-03
-2.86513670e-01 -7.57909155e-03 -2.57698042e-02 -2.30081248e-02
1.03744503e-02 7.20527188e-02]
[ -2.74247912e-02 -6.39122639e-02 -7.35110096e-02 -1.24118543e-01
5.21862942e-01 2.75153568e-01 5.36322494e-01 1.13358886e-01
-1.79192052e-01 -3.70543757e-01]
[ -1.40282483e-02 -3.53918515e-01 -2.87925164e-02 -7.09827646e-02
6.54141913e-01 1.00415263e-01 4.94776085e-01 9.16312776e-02
3.04741690e-02 -3.78185955e-01]
[ 1.30195304e-02 -4.12764976e-01 -4.22817604e-02 -1.05938279e-01
6.74152079e-01 2.33496390e-02 4.66180144e-01 4.88947688e-02
-3.61755360e-01 -2.15447362e-01]
[ -1.59948610e-01 -5.49443461e-01 -5.33334860e-03 -1.91857274e-01
7.32667763e-01 -9.38718183e-02 5.79215351e-01 -8.17722392e-02
-5.89685875e-02 9.20721033e-02]
[ -2.81863721e-01 -3.55960198e-01 5.92981956e-02 -3.77695147e-02
8.94686831e-01 1.39415062e-01 3.78280319e-01 4.84112477e-02
-8.14913238e-02 -1.26299780e-01]
[ -1.90893908e-01 -2.52388171e-01 2.55972439e-01 -2.28950464e-01
6.19895842e-01 -4.86117298e-02 6.38297623e-01 1.42102059e-02
-2.45258772e-01 -1.51387486e-02]
[ -1.19202295e-01 -1.89626033e-01 -1.76200020e-01 -8.87226368e-02
4.50813666e-01 -2.33852068e-01 1.45341767e-01 1.70056975e-01
5.55420030e-05 -1.06455596e-01]
[ 1.17626004e-01 2.51377168e-01 1.66996326e-01 -8.20374435e-02
-1.06008711e-01 4.70071931e-02 -1.59842837e-01 2.83993566e-01
8.17316340e-02 1.83033921e-01]
[ 3.46944208e-01 3.04259636e-01 -8.45834628e-02 3.12323410e-01
-8.87414185e-01 -2.86635119e-01 -4.64530814e-01 1.77624267e-01
3.77614679e-01 -4.10594035e-02]
[ 5.05745783e-02 1.50890351e-01 2.54402909e-01 2.56001435e-01
-7.36000581e-02 -1.97259699e-01 -1.88512960e-01 -1.32609265e-01
-1.35808677e-01 -2.82443547e-01]
[ 2.56329279e-02 -4.95275422e-02 -1.17352799e-01 -5.14964937e-02
2.40354567e-01 4.05966509e-02 -1.25070941e-02 -1.84203300e-01
3.64887336e-02 2.11343608e-01]
[ 1.97184663e-03 -5.17727214e-02 -6.59760908e-02 -4.85952325e-02
-2.27093072e-02 -1.76670506e-01 8.57891111e-02 1.02861113e-02
3.92419334e-02 9.24912907e-03]
[ 3.07811694e-02 7.17769240e-02 2.45659207e-01 7.75085077e-02
-2.36074584e-01 -1.35250751e-01 1.10186504e-01 3.99257725e-02
-1.83202739e-01 1.12181452e-01]
[ 6.52436438e-02 1.15940966e-02 1.04928617e-01 -1.34756904e-03
-2.10344283e-01 7.21958993e-02 8.55971863e-02 -2.71154169e-01
-2.39617807e-02 -9.72837362e-02]
[ -1.64785962e-02 7.26953896e-02 8.23357424e-02 -3.63343544e-02
-1.35708454e-02 1.83631224e-01 1.15479437e-01 1.18193748e-01
-2.61696715e-02 1.67496487e-01]
[ 2.14691199e-01 4.85948535e-02 2.59869470e-02 7.33417617e-02
7.62250030e-02 -1.98470529e-02 -1.42409103e-01 1.47959082e-01
-6.06421225e-02 -2.71181586e-02]
[ 3.70701856e-02 -3.14291210e-02 1.46383142e-02 3.37210945e-02
-3.83182596e-01 -1.20626253e-01 -1.90167755e-01 4.08667028e-02
1.14808018e-01 1.88332801e-01]
[ 3.21674711e-02 5.13656442e-01 1.15965416e-01 3.96050794e-01
-1.03893538e+00 -3.01070077e-01 -6.08068061e-01 -7.36485897e-02
2.73487127e-01 3.18630170e-01]
[ 1.76937400e-01 5.11815642e-01 6.28957584e-02 4.15078623e-01
-8.38213961e-01 -8.27446296e-02 -4.49099225e-01 1.50696772e-01
2.01577918e-01 4.84814730e-01]
[ 2.57300514e-01 2.94647058e-01 2.45532805e-01 1.42608597e-01
-3.97323574e-01 8.16934832e-02 -2.04968420e-01 1.62561657e-01
2.36265489e-01 7.48562587e-02]
[ -7.28892072e-02 2.17823995e-01 2.42066977e-01 1.69769294e-02
-3.75145252e-02 1.30676891e-01 -9.75548879e-02 -1.50085529e-02
-3.27698943e-02 5.16281217e-02]
[ -9.72212549e-02 -6.48470129e-03 2.53171367e-02 9.38861920e-02
-5.22349082e-02 1.15999357e-01 2.56729226e-01 2.03609181e-02
-2.74289174e-01 -9.28340791e-02]
[ -2.19086381e-01 -1.93252899e-02 -9.27215884e-02 -3.43300696e-01
1.78549437e-01 1.19622708e-01 1.00118017e-01 1.03610859e-01
-2.06923491e-01 3.29789989e-02]
[ 1.22022944e-02 -3.68414465e-01 -1.26459566e-01 -1.59747827e-01
3.66204734e-01 2.56093369e-02 1.68754434e-01 1.52713778e-01
-1.63596035e-01 -2.18569317e-01]
[ 1.39483366e-01 -1.80158836e-01 -1.42588173e-01 -5.06576174e-03
1.21257608e-01 -5.79628398e-02 1.56990889e-02 -1.49421326e-01
1.29573382e-01 -1.18185007e-01]
[ -1.21346297e-01 1.20131797e-01 2.58544550e-01 -2.27226361e-02
1.82449788e-01 8.73126792e-02 8.94686874e-03 -2.98593524e-01
-1.22316776e-01 -6.52675137e-02]
[ -3.51833677e-01 6.86095785e-02 1.10966355e-02 -3.27919572e-02
1.56377788e-01 -1.69995593e-01 -2.07998128e-02 2.34529010e-01
-9.35986668e-02 7.31686858e-02]
[ 1.48592066e-01 8.11904442e-02 -2.36968674e-01 -8.94920241e-02
1.16322893e-01 -2.93923355e-01 2.61965948e-02 -1.68009688e-01
-1.98025268e-03 -1.89379309e-01]
[ 2.08724614e-01 -1.62447435e-01 6.10115582e-02 -2.82241104e-02
9.35342201e-02 -3.12312826e-02 1.22972013e-02 -1.37251292e-01
1.08336206e-01 -1.84663278e-01]
[ -1.04570451e-01 -4.40427029e-02 1.21187238e-01 1.08802691e-01
4.15848105e-02 -1.12416758e-01 2.42715634e-01 -7.74470015e-02
1.84891539e-01 -3.49746718e-03]
[ 8.93231131e-03 -1.56101420e-01 2.08305427e-01 -2.30996420e-01
3.22935097e-02 1.10543787e-01 3.62109738e-02 -1.14513177e-01
3.05837526e-02 2.35114598e-01]]
[[ 0.58729891]
[ 1.47697457]
[ 0.27924892]
[ 0.83995773]
[-2.60506398]
[-0.27442691]
[-1.54423616]
[ 0.05088973]
[ 0.65498079]
[ 0.87426801]]
Progress: 24.2% ... Training loss: 0.295 ... Validation loss: 0.464[[ 1.61700082e-01 2.06046063e-01 -1.09266577e-01 1.06917283e-01
-5.13240470e-01 -7.04395329e-02 -5.66158457e-02 1.23143903e-01
-6.81755029e-02 1.86634239e-01]
[ 1.21468889e-02 1.58230397e-01 -2.07937308e-02 3.86983706e-02
1.05563242e-01 -4.68374078e-03 3.09213788e-01 4.11217607e-02
1.37025654e-01 -3.21642610e-02]
[ 1.77492918e-01 4.85375180e-01 1.53218102e-02 2.34381050e-02
2.40573266e-01 -3.57792759e-02 -5.63172102e-01 -3.75251493e-02
6.80212731e-02 2.89316714e-01]
[ -1.50958205e-02 -3.01281732e-01 -2.34133450e-01 4.55976670e-02
-5.93440866e-03 1.60119819e-01 1.32421737e-01 5.63923165e-02
2.80579828e-02 1.39279357e-01]
[ -7.77487478e-03 1.46047742e-01 -1.45559548e-01 4.36209146e-02
6.65298052e-02 -1.79760901e-01 4.72853109e-02 -1.19304456e-01
-1.85185627e-01 -1.70445146e-04]
[ -3.55056006e-01 -4.19360670e-01 -2.86985408e-01 1.65341045e-01
1.22738089e-01 4.08031330e-02 1.10123954e-01 -3.53838080e-02
-1.03977578e-03 2.37566469e-02]
[ -6.39737896e-03 -1.88282095e-01 8.56875121e-03 8.79897497e-02
-2.46137089e-03 -6.98528243e-02 1.81463382e-01 -1.90319453e-01
1.85864790e-01 2.67286867e-02]
[ 1.19289606e-01 -2.19026382e-01 3.63784676e-02 -6.03951318e-02
9.35398623e-02 -4.90984162e-02 5.27398632e-02 1.21625465e-01
8.20454524e-02 -1.64872982e-02]
[ -1.72520646e-01 -9.72472633e-02 -3.05368225e-01 -2.38919509e-02
3.09683886e-03 7.03631200e-02 -1.90564407e-01 -2.84353163e-02
2.57707940e-01 -1.29583183e-01]
[ 7.74580412e-02 -2.82572430e-01 9.84759040e-02 5.50577338e-02
5.09785474e-02 -1.20795948e-01 7.11234907e-02 -9.95132399e-02
3.34463433e-02 1.42504975e-01]
[ -8.28841225e-02 3.72281142e-02 -1.94628431e-03 -1.56992401e-01
4.87646911e-02 2.30855654e-02 1.22105548e-01 -1.02782770e-01
-2.22100165e-02 -1.31338184e-01]
[ -1.15964999e-01 -8.31839760e-02 -7.14857390e-02 -1.27088108e-02
3.84903296e-01 1.03014654e-01 4.86807144e-02 -1.63058709e-02
-1.73872562e-01 -2.15522880e-01]
[ -1.56450021e-01 5.22730026e-03 6.21736137e-02 2.24536097e-02
-1.73961743e-01 -2.19982265e-01 -1.79225683e-01 -1.96963308e-01
8.76352615e-02 1.74907295e-01]
[ -2.32294082e-01 -2.12977597e-01 1.14312805e-01 2.61428362e-01
-9.83672128e-02 -7.97266823e-02 -5.63072487e-02 -2.55917548e-01
-2.21283288e-01 -1.58188448e-02]
[ 1.16726188e-01 -8.65662464e-02 -1.72298977e-02 1.26112661e-01
-2.72852726e-02 -8.86185740e-02 1.45143474e-01 4.20256651e-03
3.56193820e-02 2.26947183e-02]
[ 3.76182056e-02 -5.58433431e-02 -2.11136099e-01 1.49232632e-01
-4.28197059e-02 8.62096034e-02 -7.40574187e-02 -1.98773512e-02
-9.26647041e-02 -4.48372114e-03]
[ -1.25812403e-01 -7.07880866e-02 -2.05303324e-01 1.49458032e-01
7.83888796e-03 1.36293839e-01 1.84890034e-02 -2.50514407e-01
6.38525538e-02 -2.07067336e-01]
[ -7.37401862e-02 -4.40366214e-02 2.74347202e-01 9.24462696e-02
1.40318955e-01 -5.92016635e-02 -1.16899988e-01 1.20354757e-01
6.70063806e-02 2.62819853e-02]
[ 5.03985395e-02 -3.25060710e-02 8.56524773e-02 8.29254360e-02
8.90545450e-02 -1.56687654e-02 2.51234018e-01 1.20304331e-01
-3.65294665e-02 -7.09672374e-02]
[ 2.55993194e-03 -1.65345906e-01 -2.93254347e-01 -5.74037666e-02
2.26031439e-01 -8.88760045e-02 1.82692296e-01 1.63631734e-01
1.01592597e-01 -3.75373213e-02]
[ 5.33511212e-02 1.69554575e-03 -1.16086290e-01 4.65258319e-02
-9.64049009e-02 3.22155374e-01 2.50597242e-01 2.05396158e-01
-1.60093351e-01 -5.71144081e-02]
[ 6.93415290e-03 -9.23457597e-03 1.23730313e-01 1.10272529e-01
-1.93718761e-02 1.04277198e-01 -1.51520517e-01 -4.10202082e-02
2.14358745e-01 8.22049701e-02]
[ 1.07244555e-01 7.35297807e-02 -4.82286091e-02 -1.04015413e-01
-9.27585521e-02 -3.28999341e-01 1.13719709e-01 8.57418246e-03
1.39597655e-01 8.69793096e-02]
[ -9.98073789e-02 5.46345038e-03 -1.58864255e-02 2.10434498e-02
1.44799876e-02 -2.02829783e-01 -8.75726988e-02 -1.98954583e-02
1.36515725e-02 1.26821000e-01]
[ -1.37916386e-01 -5.34963088e-02 -1.94218656e-01 5.59298880e-03
-2.86623143e-01 -7.58833962e-03 -2.56682482e-02 -2.30064341e-02
1.03938944e-02 7.20508464e-02]
[ -2.73021133e-02 -6.40434759e-02 -7.34577290e-02 -1.23909852e-01
5.21294051e-01 2.75095638e-01 5.36458841e-01 1.13371750e-01
-1.79036699e-01 -3.70443733e-01]
[ -1.39342799e-02 -3.53823964e-01 -2.87482820e-02 -7.08382386e-02
6.53702750e-01 1.00368161e-01 4.94618079e-01 9.16400395e-02
3.05861302e-02 -3.78049468e-01]
[ 1.34763267e-02 -4.12063324e-01 -4.20793688e-02 -1.05230735e-01
6.72226899e-01 2.31201589e-02 4.65286356e-01 4.89375776e-02
-3.61254176e-01 -2.14746157e-01]
[ -1.60083181e-01 -5.49734579e-01 -5.39485065e-03 -1.92044837e-01
7.33171251e-01 -9.38113117e-02 5.79524806e-01 -8.17834852e-02
-5.91151893e-02 9.18910482e-02]
[ -2.82177806e-01 -3.56681032e-01 5.91329861e-02 -3.82221072e-02
8.95898303e-01 1.39566030e-01 3.79121514e-01 4.83833695e-02
-8.18508934e-02 -1.26747164e-01]
[ -1.90997034e-01 -2.52740479e-01 2.55931983e-01 -2.29070426e-01
6.20297592e-01 -4.85760547e-02 6.38602061e-01 1.42031172e-02
-2.45349651e-01 -1.52659373e-02]
[ -1.19380832e-01 -1.90179202e-01 -1.76270615e-01 -8.89498176e-02
4.51441991e-01 -2.33778260e-01 1.45891772e-01 1.70043108e-01
-1.36689191e-04 -1.06640081e-01]
[ 1.17312318e-01 2.50654075e-01 1.66813568e-01 -8.25522091e-02
-1.04413715e-01 4.71793065e-02 -1.58997326e-01 2.83965011e-01
8.13824094e-02 1.82626323e-01]
[ 3.47440253e-01 3.04374723e-01 -8.44175386e-02 3.12732336e-01
-8.87690353e-01 -2.86840656e-01 -4.65257189e-01 1.77658923e-01
3.78110586e-01 -4.04825712e-02]
[ 5.06920784e-02 1.51144131e-01 2.54450568e-01 2.56154043e-01
-7.40717175e-02 -1.97307080e-01 -1.88774045e-01 -1.32599937e-01
-1.35684520e-01 -2.82295221e-01]
[ 2.54404926e-02 -4.99975671e-02 -1.17446336e-01 -5.17817634e-02
2.41151576e-01 4.06871664e-02 -1.20288386e-02 -1.84219959e-01
3.62774578e-02 2.11060854e-01]
[ 1.46823325e-03 -5.27375638e-02 -6.62214091e-02 -4.93722812e-02
-2.06590273e-02 -1.76432367e-01 8.69911246e-02 1.02396200e-02
3.86582006e-02 8.50088184e-03]
[ 3.05298347e-02 7.10921434e-02 2.45509145e-01 7.70055444e-02
-2.34333255e-01 -1.35106756e-01 1.10968153e-01 3.98945642e-02
-1.83599961e-01 1.11708123e-01]
[ 6.62596230e-02 1.41336735e-02 1.05423875e-01 1.46732934e-04
-2.14895696e-01 7.17124112e-02 8.31090952e-02 -2.71071022e-01
-2.28116992e-02 -9.57812978e-02]
[ -1.54199444e-02 7.52704262e-02 8.28750788e-02 -3.46899919e-02
-1.86491613e-02 1.83108420e-01 1.12667097e-01 1.18289546e-01
-2.49366332e-02 1.69096948e-01]
[ 2.14861464e-01 4.89669547e-02 2.60575629e-02 7.35331633e-02
7.54681450e-02 -1.99026634e-02 -1.42795320e-01 1.47972073e-01
-6.04911615e-02 -2.69420175e-02]
[ 3.74249989e-02 -3.06161334e-02 1.47964018e-02 3.42167290e-02
-3.84645344e-01 -1.20786579e-01 -1.91122956e-01 4.08988002e-02
1.15191927e-01 1.88833151e-01]
[ 3.45238815e-02 5.18216776e-01 1.17143755e-01 3.99411245e-01
-1.04780946e+00 -3.02075858e-01 -6.12562416e-01 -7.34336711e-02
2.76176193e-01 3.22003665e-01]
[ 1.77476143e-01 5.13130409e-01 6.31685623e-02 4.15938166e-01
-8.41022955e-01 -8.30207115e-02 -4.50401382e-01 1.50746357e-01
2.02225978e-01 4.85587585e-01]
[ 2.57337897e-01 2.94854308e-01 2.45553063e-01 1.42680524e-01
-3.97632794e-01 8.16756511e-02 -2.05108436e-01 1.62564834e-01
2.36306932e-01 7.49100944e-02]
[ -7.33823072e-02 2.16812899e-01 2.41829550e-01 1.62276808e-02
-3.52524845e-02 1.30918744e-01 -9.63038366e-02 -1.50512773e-02
-3.33338337e-02 5.08612576e-02]
[ -9.75013672e-02 -7.19233032e-03 2.51807948e-02 9.34552393e-02
-5.09072546e-02 1.16139690e-01 2.57437533e-01 2.03351623e-02
-2.74623057e-01 -9.32327778e-02]
[ -2.19136539e-01 -1.96217390e-02 -9.27390176e-02 -3.43292014e-01
1.78749879e-01 1.19619739e-01 1.00387237e-01 1.03612276e-01
-2.06966216e-01 3.29920333e-02]
[ 1.21160700e-02 -3.68704281e-01 -1.26500828e-01 -1.59886898e-01
3.66636106e-01 2.56549333e-02 1.69024271e-01 1.52705750e-01
-1.63705352e-01 -2.18719692e-01]
[ 1.40777268e-01 -1.77324913e-01 -1.41958460e-01 -3.07770175e-03
1.15294123e-01 -5.86101006e-02 1.25121810e-02 -1.49303741e-01
1.31035918e-01 -1.16281507e-01]
[ -1.20235151e-01 1.22325849e-01 2.59099870e-01 -2.10362539e-02
1.78086716e-01 8.67450713e-02 6.53440032e-03 -2.98487874e-01
-1.21053909e-01 -6.35123227e-02]
[ -3.51498017e-01 6.90146839e-02 1.12512799e-02 -3.23648149e-02
1.54960475e-01 -1.70143915e-01 -2.11731319e-02 2.34560597e-01
-9.32389889e-02 7.35443364e-02]
[ 1.49345374e-01 8.17775387e-02 -2.36635100e-01 -8.86006399e-02
1.14613187e-01 -2.94233523e-01 2.53831104e-02 -1.67942754e-01
-1.10705081e-03 -1.88440922e-01]
[ 2.09223342e-01 -1.62009626e-01 6.12096084e-02 -2.76538707e-02
9.21449770e-02 -3.14028846e-02 1.19719366e-02 -1.37215316e-01
1.08808231e-01 -1.84131225e-01]
[ -1.04304072e-01 -4.32347934e-02 1.21325579e-01 1.09256292e-01
4.00001475e-02 -1.12543404e-01 2.42043344e-01 -7.74218212e-02
1.85245244e-01 -3.09231788e-03]
[ 8.59143955e-03 -1.57016560e-01 2.08102076e-01 -2.31651247e-01
3.43484548e-02 1.10796573e-01 3.73243638e-02 -1.14554041e-01
3.01042595e-02 2.34692177e-01]]
[[ 0.60100659]
[ 1.49066489]
[ 0.29126598]
[ 0.85836642]
[-2.59691361]
[-0.2635144 ]
[-1.53204358]
[ 0.06172952]
[ 0.67085387]
[ 0.88933517]]
Progress: 24.3% ... Training loss: 0.299 ... Validation loss: 0.467[[ 1.61366575e-01 2.04786343e-01 -1.09317260e-01 1.06624355e-01
-5.12990420e-01 -7.03080980e-02 -5.53046024e-02 1.23130871e-01
-6.84027150e-02 1.85945805e-01]
[ 1.23086531e-02 1.58625562e-01 -2.07067764e-02 3.89560616e-02
1.04911098e-01 -4.75758249e-03 3.08881410e-01 4.11398164e-02
1.37224688e-01 -3.19118484e-02]
[ 1.80636075e-01 4.92700698e-01 1.70476015e-02 2.83172151e-02
2.25593050e-01 -3.72897448e-02 -5.70960117e-01 -3.71552503e-02
7.18992921e-02 2.93908208e-01]
[ -1.44101398e-02 -2.99856273e-01 -2.33828537e-01 4.65520003e-02
-9.23675790e-03 1.59891730e-01 1.30835707e-01 5.64451019e-02
2.88441985e-02 1.40428636e-01]
[ -5.52137133e-03 1.50417455e-01 -1.44417922e-01 4.70251617e-02
5.71180715e-02 -1.80820380e-01 4.22949368e-02 -1.19048553e-01
-1.82493901e-01 3.03472947e-03]
[ -3.55475408e-01 -4.20791906e-01 -2.87193566e-01 1.64784846e-01
1.24422593e-01 4.10111541e-02 1.11508481e-01 -3.54272857e-02
-1.53245632e-03 2.30866618e-02]
[ -8.14617831e-03 -1.92374125e-01 7.69311273e-03 8.54450185e-02
4.56576385e-03 -6.90934624e-02 1.85954283e-01 -1.90500683e-01
1.83857768e-01 2.41283251e-02]
[ 1.20469996e-01 -2.16544660e-01 3.70677114e-02 -5.84776828e-02
8.72923694e-02 -4.96626621e-02 5.01050173e-02 1.21773136e-01
8.36441260e-02 -1.48757536e-02]
[ -1.72680014e-01 -9.73607957e-02 -3.05462580e-01 -2.41376578e-02
3.83045666e-03 7.04269061e-02 -1.89823068e-01 -2.84527083e-02
2.57496743e-01 -1.29831203e-01]
[ 7.59424202e-02 -2.86257258e-01 9.78193359e-02 5.30517418e-02
5.64726089e-02 -1.20176873e-01 7.55566136e-02 -9.96475173e-02
3.19316561e-02 1.40057533e-01]
[ -8.28628113e-02 3.71327106e-02 -1.94039432e-03 -1.56950250e-01
4.78547705e-02 2.30711987e-02 1.22275177e-01 -1.02779101e-01
-2.21982212e-02 -1.31327142e-01]
[ -1.15617869e-01 -8.25588210e-02 -7.13239676e-02 -1.21741577e-02
3.83516919e-01 1.02876869e-01 4.80598822e-02 -1.62696904e-02
-1.73481897e-01 -2.14993302e-01]
[ -1.56450021e-01 5.22730026e-03 6.21736137e-02 2.24536097e-02
-1.73961743e-01 -2.19982265e-01 -1.79225683e-01 -1.96963308e-01
8.76352615e-02 1.74907295e-01]
[ -2.32618388e-01 -2.13656688e-01 1.14138310e-01 2.60926414e-01
-9.68607312e-02 -7.95659529e-02 -5.54738202e-02 -2.55954853e-01
-2.21687142e-01 -1.63611890e-02]
[ 1.16575045e-01 -8.71212339e-02 -1.72957950e-02 1.25941677e-01
-2.68402136e-02 -8.85467294e-02 1.45728525e-01 4.18904694e-03
3.54441423e-02 2.24458326e-02]
[ 3.66905088e-02 -5.83461978e-02 -2.11574854e-01 1.47917239e-01
-4.00097700e-02 8.66287773e-02 -7.15391994e-02 -1.99746734e-02
-9.36638955e-02 -5.82865013e-03]
[ -1.26332333e-01 -7.21149866e-02 -2.05549531e-01 1.48706491e-01
1.04711022e-02 1.36522659e-01 1.98105418e-02 -2.50563450e-01
6.32662100e-02 -2.07837271e-01]
[ -7.36036406e-02 -4.37113903e-02 2.74377830e-01 9.26424515e-02
1.40083108e-01 -5.92659731e-02 -1.17190614e-01 1.20367324e-01
6.71166148e-02 2.64873439e-02]
[ 4.99508523e-02 -3.34175318e-02 8.54337552e-02 8.22764995e-02
9.08589280e-02 -1.54870709e-02 2.52298189e-01 1.20257903e-01
-3.70510345e-02 -7.16356996e-02]
[ 3.65153356e-03 -1.62863246e-01 -2.92629412e-01 -5.56508346e-02
2.20173746e-01 -8.93865155e-02 1.80071672e-01 1.63764772e-01
1.02987380e-01 -3.60295673e-02]
[ 5.37280850e-02 2.43372441e-03 -1.15894429e-01 4.70688442e-02
-9.79562875e-02 3.21997560e-01 2.49758932e-01 2.05438703e-01
-1.59622657e-01 -5.66401639e-02]
[ 7.08239073e-03 -8.87927910e-03 1.23801914e-01 1.10492008e-01
-1.99794627e-02 1.04193039e-01 -1.51450832e-01 -4.10041853e-02
2.14552395e-01 8.24629888e-02]
[ 1.07096515e-01 7.32332179e-02 -4.83022074e-02 -1.04235810e-01
-9.21210971e-02 -3.28938529e-01 1.13999388e-01 8.55787748e-03
1.39417989e-01 8.67521535e-02]
[ -1.00055011e-01 5.02336530e-03 -1.60051490e-02 2.07163539e-02
1.54435245e-02 -2.02733623e-01 -8.68999422e-02 -1.99199327e-02
1.33982689e-02 1.26481853e-01]
[ -1.38050479e-01 -5.38408089e-02 -1.94290188e-01 5.38849266e-03
-2.85971932e-01 -7.52385827e-03 -2.52812953e-02 -2.30206391e-02
1.02314742e-02 7.18395068e-02]
[ -2.74174955e-02 -6.44118590e-02 -7.35177778e-02 -1.24098497e-01
5.21898630e-01 2.75154970e-01 5.36762685e-01 1.13358096e-01
-1.79187106e-01 -3.70637754e-01]
[ -1.36757373e-02 -3.53729080e-01 -2.86418195e-02 -7.04716229e-02
6.52336754e-01 1.00264258e-01 4.94328782e-01 9.16656341e-02
3.08778423e-02 -3.77689148e-01]
[ 1.29780638e-02 -4.13317788e-01 -4.23383182e-02 -1.05999416e-01
6.74459556e-01 2.33560009e-02 4.66632340e-01 4.88838622e-02
-3.61859739e-01 -2.15563373e-01]
[ -1.60098946e-01 -5.49762165e-01 -5.41775443e-03 -1.92084435e-01
7.33521573e-01 -9.37926553e-02 5.79664955e-01 -8.17872846e-02
-5.91543062e-02 9.18630880e-02]
[ -2.82093807e-01 -3.56571591e-01 5.91741420e-02 -3.81005868e-02
8.95584988e-01 1.39528978e-01 3.78958465e-01 4.83917143e-02
-8.17589708e-02 -1.26624257e-01]
[ -1.91322120e-01 -2.53491995e-01 2.55766716e-01 -2.29549200e-01
6.21778100e-01 -4.84326436e-02 6.39378481e-01 1.41688666e-02
-2.45704016e-01 -1.57563411e-02]
[ -1.20081711e-01 -1.91882587e-01 -1.76605980e-01 -8.99778318e-02
4.54378516e-01 -2.33484759e-01 1.47762682e-01 1.69970497e-01
-9.15265867e-04 -1.07644670e-01]
[ 1.17596869e-01 2.51611947e-01 1.66971411e-01 -8.20540811e-02
-1.05892714e-01 4.70315987e-02 -1.59843987e-01 2.83999368e-01
8.17687177e-02 1.83105467e-01]
[ 3.47104856e-01 3.03701456e-01 -8.45723623e-02 3.12211204e-01
-8.86926756e-01 -2.86676310e-01 -4.64333770e-01 1.77619525e-01
3.77727413e-01 -4.09646788e-02]
[ 5.06917039e-02 1.51135635e-01 2.54453585e-01 2.56161351e-01
-7.40531279e-02 -1.97310392e-01 -1.88792120e-01 -1.32600079e-01
-1.35678582e-01 -2.82296462e-01]
[ 2.53671920e-02 -5.00579269e-02 -1.17463864e-01 -5.18372250e-02
2.41544620e-01 4.07089384e-02 -1.19097265e-02 -1.84218689e-01
3.62260670e-02 2.10919292e-01]
[ 1.59443279e-03 -5.24198022e-02 -6.61512699e-02 -4.91679559e-02
-2.12681038e-02 -1.76487671e-01 8.67312386e-02 1.02534783e-02
3.88181453e-02 8.70107940e-03]
[ 3.04504972e-02 7.08725927e-02 2.45468659e-01 7.68731313e-02
-2.33931931e-01 -1.35073596e-01 1.11214036e-01 3.98853917e-02
-1.83714418e-01 1.11571519e-01]
[ 6.60919028e-02 1.37282625e-02 1.05343840e-01 -8.46788113e-05
-2.14215640e-01 7.17846632e-02 8.35058641e-02 -2.71086471e-01
-2.29983075e-02 -9.60300055e-02]
[ -1.57608664e-02 7.44992091e-02 8.27138397e-02 -3.52018279e-02
-1.73185942e-02 1.83257000e-01 1.13412182e-01 1.18254937e-01
-2.53289976e-02 1.68625770e-01]
[ 2.14529470e-01 4.83038850e-02 2.58984880e-02 7.30710791e-02
7.67749487e-02 -1.97703039e-02 -1.42055058e-01 1.47938071e-01
-6.08578312e-02 -2.74170944e-02]
[ 3.83019787e-02 -2.82448014e-02 1.52454037e-02 3.55584277e-02
-3.88622156e-01 -1.21179721e-01 -1.93190937e-01 4.09948753e-02
1.16149812e-01 1.90116455e-01]
[ 3.49389184e-02 5.18964123e-01 1.17344485e-01 4.00013086e-01
-1.04939455e+00 -3.02265857e-01 -6.13459455e-01 -7.33876711e-02
2.76651269e-01 3.22588096e-01]
[ 1.77779199e-01 5.13565523e-01 6.33785869e-02 4.16546762e-01
-8.43315999e-01 -8.31670061e-02 -4.50839127e-01 1.50792699e-01
2.02715806e-01 4.85924291e-01]
[ 2.57081232e-01 2.94227326e-01 2.45409017e-01 1.42298977e-01
-3.96482985e-01 8.17864860e-02 -2.04407451e-01 1.62536300e-01
2.36022142e-01 7.45038349e-02]
[ -7.35249501e-02 2.16439140e-01 2.41759667e-01 1.60251199e-02
-3.45959687e-02 1.30976996e-01 -9.59135407e-02 -1.50658217e-02
-3.34741193e-02 5.06634773e-02]
[ -9.74847991e-02 -7.05763764e-03 2.51920794e-02 9.34787703e-02
-5.09763051e-02 1.16134620e-01 2.57359841e-01 2.03372830e-02
-2.74594171e-01 -9.31968227e-02]
[ -2.19425510e-01 -2.03687472e-02 -9.28843134e-02 -3.43712071e-01
1.80025947e-01 1.19746772e-01 1.01138841e-01 1.03581463e-01
-2.07295811e-01 3.25584187e-02]
[ 1.22766574e-02 -3.68373346e-01 -1.26424446e-01 -1.59667432e-01
3.65944283e-01 2.55843062e-02 1.68612897e-01 1.52722055e-01
-1.63527716e-01 -2.18501155e-01]
[ 1.41450872e-01 -1.75566597e-01 -1.41608325e-01 -1.99089913e-03
1.12248057e-01 -5.89407712e-02 1.10927974e-02 -1.49228120e-01
1.31770864e-01 -1.15263814e-01]
[ -1.19138206e-01 1.24727566e-01 2.59637607e-01 -1.94615080e-02
1.73717427e-01 8.62720509e-02 4.00544942e-03 -2.98364908e-01
-1.19776361e-01 -6.20284103e-02]
[ -3.52651825e-01 6.64161182e-02 1.06687798e-02 -3.40661850e-02
1.59696213e-01 -1.69629929e-01 -1.83501478e-02 2.34438701e-01
-9.46145084e-02 7.18186543e-02]
[ 1.49096312e-01 8.10938087e-02 -2.36752662e-01 -8.89350868e-02
1.15479011e-01 -2.94134076e-01 2.61903281e-02 -1.67968668e-01
-1.39726688e-03 -1.88828646e-01]
[ 2.09003335e-01 -1.62568670e-01 6.11342690e-02 -2.79004296e-02
9.27955656e-02 -3.13124984e-02 1.27179040e-02 -1.37229112e-01
1.08658084e-01 -1.84460531e-01]
[ -1.04978369e-01 -4.51250069e-02 1.21007679e-01 1.08306279e-01
4.29694438e-02 -1.12244189e-01 2.43853320e-01 -7.74887447e-02
1.84564512e-01 -4.14716284e-03]
[ 7.97088368e-03 -1.58600116e-01 2.07818599e-01 -2.32509594e-01
3.57401262e-02 1.11064153e-01 3.90684734e-02 -1.14618526e-01
2.94761536e-02 2.33781305e-01]]
[[ 0.59987984]
[ 1.49225255]
[ 0.28726238]
[ 0.85501477]
[-2.6001484 ]
[-0.26684959]
[-1.54015426]
[ 0.05850352]
[ 0.66775616]
[ 0.88765198]]
Progress: 24.4% ... Training loss: 0.297 ... Validation loss: 0.460[[ 1.59280949e-01 1.99740578e-01 -1.10377644e-01 1.03340520e-01
-5.02828428e-01 -6.93742794e-02 -5.01976302e-02 1.22928579e-01
-7.08515563e-02 1.82688940e-01]
[ 1.22135781e-02 1.58642976e-01 -2.07739346e-02 3.87786587e-02
1.05457248e-01 -4.74810336e-03 3.09154128e-01 4.11266782e-02
1.37071904e-01 -3.20626206e-02]
[ 1.76962478e-01 4.87118731e-01 1.50935055e-02 2.26503270e-02
2.40827619e-01 -3.56098774e-02 -5.63770250e-01 -3.75442186e-02
6.76197811e-02 2.88548723e-01]
[ -1.38032587e-02 -2.99605313e-01 -2.33532202e-01 4.75445258e-02
-1.16825804e-02 1.59632340e-01 1.30191318e-01 5.65261572e-02
2.96939110e-02 1.41545016e-01]
[ -6.20492401e-03 1.50938975e-01 -1.44824927e-01 4.61248723e-02
5.99950343e-02 -1.80531677e-01 4.35975245e-02 -1.19125225e-01
-1.83379159e-01 1.70880939e-03]
[ -3.54607603e-01 -4.20355312e-01 -2.86756184e-01 1.66062397e-01
1.20839873e-01 4.05867650e-02 1.10498023e-01 -3.53304193e-02
-5.28363602e-04 2.41231938e-02]
[ -8.83796681e-03 -1.93883722e-01 7.37818419e-03 8.44419219e-02
7.76638492e-03 -6.87754383e-02 1.87579462e-01 -1.90567620e-01
1.83069915e-01 2.30824333e-02]
[ 1.19201326e-01 -2.19395716e-01 3.64076493e-02 -6.04295624e-02
9.33166350e-02 -4.91037093e-02 5.30704063e-02 1.21649659e-01
8.20934482e-02 -1.66150623e-02]
[ -1.73832719e-01 -1.00321418e-01 -3.05989132e-01 -2.57562200e-02
8.50712003e-03 7.09277462e-02 -1.86698453e-01 -2.85632784e-02
2.56406469e-01 -1.31455183e-01]
[ 7.57813404e-02 -2.87617678e-01 9.77791896e-02 5.24781458e-02
5.92022030e-02 -1.20142444e-01 7.67666654e-02 -9.96571698e-02
3.18222496e-02 1.39624807e-01]
[ -8.42819208e-02 3.32932595e-02 -2.65790719e-03 -1.58874911e-01
5.30400396e-02 2.37227972e-02 1.25898281e-01 -1.02912350e-01
-2.37952920e-02 -1.33493849e-01]
[ -1.16283039e-01 -8.42436305e-02 -7.16304692e-02 -1.29718881e-02
3.85920886e-01 1.03144269e-01 4.99314525e-02 -1.63309060e-02
-1.74200132e-01 -2.15766517e-01]
[ -1.56450021e-01 5.22730026e-03 6.21736137e-02 2.24536097e-02
-1.73961743e-01 -2.19982265e-01 -1.79225683e-01 -1.96963308e-01
8.76352615e-02 1.74907295e-01]
[ -2.33180858e-01 -2.15982881e-01 1.13887277e-01 2.60282026e-01
-9.55636841e-02 -7.93623121e-02 -5.35478070e-02 -2.56002194e-01
-2.22265782e-01 -1.72838056e-02]
[ 1.17323604e-01 -8.57013591e-02 -1.69309726e-02 1.26922963e-01
-2.90392410e-02 -8.88767775e-02 1.44177605e-01 4.26386721e-03
3.62451236e-02 2.35522296e-02]
[ 3.74577602e-02 -5.67535824e-02 -2.11213384e-01 1.48977741e-01
-4.30412530e-02 8.62948775e-02 -7.31550178e-02 -1.98970180e-02
-9.27878060e-02 -4.85083908e-03]
[ -1.26575743e-01 -7.24593462e-02 -2.05663124e-01 1.48319646e-01
1.18267955e-02 1.36637323e-01 2.02883527e-02 -2.50584174e-01
6.29548021e-02 -2.08165118e-01]
[ -7.41166300e-02 -4.50628346e-02 2.74140193e-01 9.19113886e-02
1.42321454e-01 -5.90439390e-02 -1.15781313e-01 1.20316977e-01
6.65472491e-02 2.56679685e-02]
[ 5.01698787e-02 -3.27893823e-02 8.55509440e-02 8.26599185e-02
8.97283864e-02 -1.55988858e-02 2.51558792e-01 1.20280897e-01
-3.67450021e-02 -7.12742773e-02]
[ 3.46995599e-03 -1.63100589e-01 -2.92762578e-01 -5.59899801e-02
2.21216694e-01 -8.93040493e-02 1.80360862e-01 1.63742229e-01
1.02740760e-01 -3.63412375e-02]
[ 5.30045039e-02 5.67799775e-04 -1.16266592e-01 4.59471344e-02
-9.46538387e-02 3.22346316e-01 2.51746318e-01 2.05365350e-01
-1.60494186e-01 -5.77750759e-02]
[ 5.62718722e-03 -1.23130694e-02 1.23128138e-01 1.08361899e-01
-1.37990764e-02 1.04843022e-01 -1.47783249e-01 -4.11446710e-02
2.12946372e-01 8.05038316e-02]
[ 1.06648498e-01 7.20644964e-02 -4.85163838e-02 -1.04881285e-01
-9.02466115e-02 -3.28744773e-01 1.15195699e-01 8.51456331e-03
1.38982665e-01 8.61259921e-02]
[ -9.98511915e-02 5.40837892e-03 -1.58931098e-02 2.10739687e-02
1.45895177e-02 -2.02842953e-01 -8.74071166e-02 -1.98959564e-02
1.36722059e-02 1.26848128e-01]
[ -1.38107246e-01 -5.40233667e-02 -1.94314327e-01 5.30841668e-03
-2.85729398e-01 -7.50063772e-03 -2.51168559e-02 -2.30260950e-02
1.01686314e-02 7.17566939e-02]
[ -2.72840992e-02 -6.44175378e-02 -7.34605934e-02 -1.23905168e-01
5.21337877e-01 2.75100719e-01 5.36684509e-01 1.13372583e-01
-1.79029965e-01 -3.70443324e-01]
[ -1.42777787e-02 -3.55776857e-01 -2.89250092e-02 -7.13486930e-02
6.54744152e-01 1.00527720e-01 4.96337153e-01 9.16076135e-02
3.02737409e-02 -3.78669178e-01]
[ 1.24432813e-02 -4.14747967e-01 -4.25922049e-02 -1.06765423e-01
6.76569264e-01 2.35910654e-02 4.68110428e-01 4.88327167e-02
-3.62464933e-01 -2.16343704e-01]
[ -1.60467345e-01 -5.50502459e-01 -5.59595340e-03 -1.92613627e-01
7.35018054e-01 -9.36311238e-02 5.80470192e-01 -8.18230473e-02
-5.95681454e-02 9.13355072e-02]
[ -2.82111343e-01 -3.56703006e-01 5.91695620e-02 -3.81119454e-02
8.95490351e-01 1.39530008e-01 3.79078862e-01 4.83912047e-02
-8.17561500e-02 -1.26636079e-01]
[ -1.91263694e-01 -2.53491798e-01 2.55824304e-01 -2.29351986e-01
6.21393065e-01 -4.84874744e-02 6.39233180e-01 1.41809196e-02
-2.45573050e-01 -1.55748087e-02]
[ -1.20051650e-01 -1.91969257e-01 -1.76586128e-01 -8.99210650e-02
4.54232337e-01 -2.33501627e-01 1.47804424e-01 1.69974232e-01
-8.69703845e-04 -1.07620064e-01]
[ 1.16435173e-01 2.48805355e-01 1.66410348e-01 -8.37629125e-02
-1.00811591e-01 4.75655648e-02 -1.56847898e-01 2.83882180e-01
8.04874994e-02 1.81415473e-01]
[ 3.48601348e-01 3.07196452e-01 -8.38332895e-02 3.14179387e-01
-8.91287403e-01 -2.87336640e-01 -4.68096077e-01 1.77769232e-01
3.79260965e-01 -3.87187963e-02]
[ 5.05183820e-02 1.50593034e-01 2.54384548e-01 2.55925504e-01
-7.32704575e-02 -1.97243730e-01 -1.88342831e-01 -1.32615364e-01
-1.35855294e-01 -2.82555027e-01]
[ 2.59905252e-02 -4.83700652e-02 -1.17153807e-01 -5.08991141e-02
2.38759666e-01 4.04140983e-02 -1.36206267e-02 -1.84157990e-01
3.69347184e-02 2.11744178e-01]
[ 1.60120607e-03 -5.24017651e-02 -6.61481185e-02 -4.91576152e-02
-2.12993961e-02 -1.76490501e-01 8.67135762e-02 1.02541518e-02
3.88262105e-02 8.71172873e-03]
[ 3.05542110e-02 7.11955338e-02 2.45517458e-01 7.70204856e-02
-2.34394681e-01 -1.35111166e-01 1.10980682e-01 3.98944462e-02
-1.83593961e-01 1.11713832e-01]
[ 6.61334289e-02 1.38197189e-02 1.05359967e-01 -2.37303946e-05
-2.14401382e-01 7.17656983e-02 8.34169300e-02 -2.71082740e-01
-2.29527127e-02 -9.59712999e-02]
[ -1.58303103e-02 7.43094623e-02 8.26751564e-02 -3.53162387e-02
-1.69801063e-02 1.83292386e-01 1.13613855e-01 1.18247169e-01
-2.54178495e-02 1.68515641e-01]
[ 2.15265374e-01 4.97922873e-02 2.62301559e-02 7.40879838e-02
7.36158397e-02 -2.00928804e-02 -1.43953351e-01 1.48009467e-01
-6.00247191e-02 -2.63246473e-02]
[ 3.82016718e-02 -2.84631015e-02 1.51926787e-02 3.54071254e-02
-3.88143034e-01 -1.21137415e-01 -1.92926869e-01 4.09851191e-02
1.16042589e-01 1.89947370e-01]
[ 3.51798983e-02 5.19632261e-01 1.17392658e-01 4.00227889e-01
-1.05030209e+00 -3.02364590e-01 -6.14014716e-01 -7.33661805e-02
2.76864333e-01 3.22647372e-01]
[ 1.76416082e-01 5.10486393e-01 6.27250170e-02 4.14669392e-01
-8.38059769e-01 -8.25656548e-02 -4.47590634e-01 1.50659178e-01
2.01201349e-01 4.84130538e-01]
[ 2.56953747e-01 2.94111552e-01 2.45367930e-01 1.42128313e-01
-3.96040152e-01 8.18413123e-02 -2.04166093e-01 1.62525623e-01
2.35894563e-01 7.43391433e-02]
[ -7.43755156e-02 2.14408497e-01 2.41361842e-01 1.47985576e-02
-3.09312701e-02 1.31361732e-01 -9.38051120e-02 -1.51494184e-02
-3.44064947e-02 4.94069258e-02]
[ -9.73953599e-02 -6.86403834e-03 2.52370942e-02 9.36283253e-02
-5.14137584e-02 1.16084708e-01 2.57327962e-01 2.03472603e-02
-2.74493876e-01 -9.30604550e-02]
[ -2.19949638e-01 -2.16778373e-02 -9.31377629e-02 -3.44443441e-01
1.82247526e-01 1.19976572e-01 1.02475214e-01 1.03532873e-01
-2.07877641e-01 3.18227090e-02]
[ 1.23640757e-02 -3.68489764e-01 -1.26377999e-01 -1.59516945e-01
3.65498872e-01 2.55393207e-02 1.68540083e-01 1.52732752e-01
-1.63418327e-01 -2.18366657e-01]
[ 1.41584792e-01 -1.75996381e-01 -1.41532467e-01 -1.62994980e-03
1.10702958e-01 -5.90388673e-02 1.10120129e-02 -1.49204374e-01
1.32036050e-01 -1.15042533e-01]
[ -1.18925663e-01 1.24963968e-01 2.59753815e-01 -1.91407608e-02
1.73196699e-01 8.61578665e-02 3.70417871e-03 -2.98339041e-01
-1.19535201e-01 -6.16856064e-02]
[ -3.53676429e-01 6.39746574e-02 1.01605489e-02 -3.56367179e-02
1.64385880e-01 -1.69193101e-01 -1.56131436e-02 2.34342306e-01
-9.57083441e-02 7.02750861e-02]
[ 1.48095895e-01 7.86817443e-02 -2.37260963e-01 -9.04861586e-02
1.20230750e-01 -2.93700146e-01 2.88823681e-02 -1.68074577e-01
-2.59844119e-03 -1.90437322e-01]
[ 2.08311152e-01 -1.64332069e-01 6.08117027e-02 -2.88793913e-02
9.53385165e-02 -3.10148721e-02 1.46348297e-02 -1.37296439e-01
1.07944863e-01 -1.85510492e-01]
[ -1.03911512e-01 -4.25718989e-02 1.21527775e-01 1.09726409e-01
3.99265621e-02 -1.12676636e-01 2.41142230e-01 -7.73825289e-02
1.85618985e-01 -2.63892754e-03]
[ 7.02940890e-03 -1.61227599e-01 2.07381374e-01 -2.33806842e-01
3.91833073e-02 1.11493924e-01 4.15203739e-02 -1.14708842e-01
2.84988539e-02 2.32538542e-01]]
[[ 0.59163911]
[ 1.4819519 ]
[ 0.27896581]
[ 0.84885662]
[-2.60926958]
[-0.27425526]
[-1.54465572]
[ 0.05070307]
[ 0.66035461]
[ 0.87759744]]
Progress: 24.4% ... Training loss: 0.294 ... Validation loss: 0.462[[ 1.62277844e-01 2.07004839e-01 -1.08951149e-01 1.07630223e-01
-5.15160943e-01 -7.07181422e-02 -5.71394550e-02 1.23193677e-01
-6.74323559e-02 1.86765489e-01]
[ 1.22992796e-02 1.58789202e-01 -2.07307099e-02 3.89161165e-02
1.05045021e-01 -4.79250301e-03 3.09056788e-01 4.11347747e-02
1.37178251e-01 -3.19211449e-02]
[ 1.81860289e-01 4.99121558e-01 1.73941697e-02 2.95927466e-02
2.21497457e-01 -3.78375560e-02 -5.76326411e-01 -3.71097295e-02
7.32379374e-02 2.95559240e-01]
[ -1.70450558e-02 -3.06738889e-01 -2.34897735e-01 4.29825184e-02
5.11839726e-04 1.61080840e-01 1.37864523e-01 5.62576616e-02
2.59638008e-02 1.37129571e-01]
[ -7.32526041e-03 1.48501385e-01 -1.45230954e-01 4.43939004e-02
6.46833032e-02 -1.79980434e-01 4.68402312e-02 -1.19211825e-01
-1.84379652e-01 3.26101020e-05]
[ -3.54522796e-01 -4.20595395e-01 -2.86685858e-01 1.66245119e-01
1.19749304e-01 4.05270375e-02 1.11143256e-01 -3.53220603e-02
-3.79140279e-04 2.41166330e-02]
[ -6.99520623e-03 -1.89882724e-01 8.16933348e-03 8.69454425e-02
7.14700441e-04 -6.95700084e-02 1.83306150e-01 -1.90404200e-01
1.85122573e-01 2.54778453e-02]
[ 1.21052151e-01 -2.14688669e-01 3.73581675e-02 -5.74814920e-02
8.43452815e-02 -5.00267862e-02 4.83319157e-02 1.21825809e-01
8.43732553e-02 -1.37426746e-02]
[ -1.73914922e-01 -1.00789155e-01 -3.06026840e-01 -2.58669366e-02
9.24635158e-03 7.09470969e-02 -1.86321575e-01 -2.85695906e-02
2.56320735e-01 -1.31634274e-01]
[ 7.92142728e-02 -2.79886526e-01 9.94104960e-02 5.75611716e-02
4.46651624e-02 -1.21768094e-01 6.87502481e-02 -9.93485832e-02
3.58789865e-02 1.44437887e-01]
[ -8.41789536e-02 3.32501986e-02 -2.57764884e-03 -1.58669800e-01
5.18543467e-02 2.36695154e-02 1.26308323e-01 -1.02893619e-01
-2.36342650e-02 -1.33473603e-01]
[ -1.16122749e-01 -8.39314977e-02 -7.15677487e-02 -1.27364286e-02
3.85269244e-01 1.03065177e-01 4.95481369e-02 -1.63166073e-02
-1.74021941e-01 -2.15517696e-01]
[ -1.56450021e-01 5.22730026e-03 6.21736137e-02 2.24536097e-02
-1.73961743e-01 -2.19982265e-01 -1.79225683e-01 -1.96963308e-01
8.76352615e-02 1.74907295e-01]
[ -2.33336123e-01 -2.16618951e-01 1.13829765e-01 2.60176047e-01
-9.58030225e-02 -7.93022008e-02 -5.26586960e-02 -2.56013113e-01
-2.22417958e-01 -1.75668977e-02]
[ 1.17350716e-01 -8.58024218e-02 -1.69146428e-02 1.27007283e-01
-2.93923637e-02 -8.89068096e-02 1.44225150e-01 4.26713756e-03
3.63054479e-02 2.35990183e-02]
[ 3.77385385e-02 -5.61078261e-02 -2.11069908e-01 1.49279426e-01
-4.38307548e-02 8.61736746e-02 -7.35644560e-02 -1.98753354e-02
-9.24707166e-02 -4.54591188e-03]
[ -1.27128069e-01 -7.39071999e-02 -2.05924438e-01 1.47433712e-01
1.44947502e-02 1.36923672e-01 2.17491365e-02 -2.50631675e-01
6.23515951e-02 -2.08989030e-01]
[ -7.28178628e-02 -4.19924731e-02 2.74701213e-01 9.37738134e-02
1.37074988e-01 -5.96458912e-02 -1.19032623e-01 1.20434384e-01
6.79750765e-02 2.74302025e-02]
[ 5.13513142e-02 -3.01701227e-02 8.60827022e-02 8.42992896e-02
8.49842266e-02 -1.61178240e-02 2.48789427e-01 1.20382063e-01
-3.54218658e-02 -6.96618986e-02]
[ 4.17647257e-03 -1.61352869e-01 -2.92406694e-01 -5.48905813e-02
2.18050579e-01 -8.96428950e-02 1.78526719e-01 1.63806827e-01
1.03562626e-01 -3.52338689e-02]
[ 5.34901583e-02 1.80905203e-03 -1.16010449e-01 4.67304753e-02
-9.72190358e-02 3.22092464e-01 2.50474601e-01 2.05412292e-01
-1.59885810e-01 -5.69663076e-02]
[ 6.56517940e-03 -1.00489795e-02 1.23595607e-01 1.09817456e-01
-1.80264639e-02 1.04398608e-01 -1.49924063e-01 -4.10577678e-02
2.14086806e-01 8.18253559e-02]
[ 1.06695210e-01 7.21047587e-02 -4.84869487e-02 -1.04805701e-01
-9.04368278e-02 -3.28784854e-01 1.15103529e-01 8.51970498e-03
1.39031074e-01 8.62044650e-02]
[ -1.00793630e-01 3.19500051e-03 -1.63084844e-02 1.97385861e-02
1.81631371e-02 -2.02420798e-01 -8.50487783e-02 -1.99756396e-02
1.27161084e-02 1.25474015e-01]
[ -1.37725995e-01 -5.32534813e-02 -1.94167353e-01 5.85762742e-03
-2.86823843e-01 -7.67795813e-03 -2.60933672e-02 -2.29934845e-02
1.05286026e-02 7.22774953e-02]
[ -2.69505003e-02 -6.39020986e-02 -7.32957574e-02 -1.23400279e-01
5.19726507e-01 2.74936085e-01 5.36091826e-01 1.13403127e-01
-1.78629641e-01 -3.69966838e-01]
[ -1.40606380e-02 -3.55559132e-01 -2.88003946e-02 -7.09720760e-02
6.53546170e-01 1.00405662e-01 4.96047548e-01 9.16301528e-02
3.05625589e-02 -3.78345926e-01]
[ 1.23551957e-02 -4.14948106e-01 -4.26336754e-02 -1.06891680e-01
6.76864304e-01 2.36310851e-02 4.68339662e-01 4.88259402e-02
-3.62563164e-01 -2.16471820e-01]
[ -1.60334710e-01 -5.50370170e-01 -5.52818434e-03 -1.92389070e-01
7.34314592e-01 -9.36999401e-02 5.80363124e-01 -8.18101413e-02
-5.94061267e-02 9.15604239e-02]
[ -2.82031563e-01 -3.56560239e-01 5.92074669e-02 -3.79944886e-02
8.95187490e-01 1.39490202e-01 3.78909651e-01 4.83983010e-02
-8.16644265e-02 -1.26514470e-01]
[ -1.91201198e-01 -2.53392509e-01 2.55868923e-01 -2.29216466e-01
6.20988148e-01 -4.85302212e-02 6.39095458e-01 1.41888870e-02
-2.45471014e-01 -1.54330066e-02]
[ -1.19954363e-01 -1.91834263e-01 -1.76541030e-01 -8.97817409e-02
4.53817046e-01 -2.33546859e-01 1.47600792e-01 1.69982341e-01
-7.66729352e-04 -1.07483184e-01]
[ 1.16308738e-01 2.48702766e-01 1.66353137e-01 -8.39312104e-02
-1.00373393e-01 4.76234389e-02 -1.56695609e-01 2.83869853e-01
8.03529405e-02 1.81226604e-01]
[ 3.49122761e-01 3.08833257e-01 -8.35285175e-02 3.15031232e-01
-8.93197646e-01 -2.87610677e-01 -4.69649049e-01 1.77824224e-01
3.79882944e-01 -3.78491862e-02]
[ 5.05223896e-02 1.50738227e-01 2.54388383e-01 2.55919329e-01
-7.33455420e-02 -1.97245278e-01 -1.88373137e-01 -1.32615546e-01
-1.35877144e-01 -2.82564241e-01]
[ 2.61682027e-02 -4.82027347e-02 -1.17073996e-01 -5.06431677e-02
2.37960401e-01 4.03305408e-02 -1.39664913e-02 -1.84143468e-01
3.71450260e-02 2.12027705e-01]
[ 1.41105680e-03 -5.28907256e-02 -6.62332818e-02 -4.94320175e-02
-2.04077973e-02 -1.76427480e-01 8.72208827e-02 1.02384582e-02
3.86167062e-02 8.42255858e-03]
[ 3.07517369e-02 7.16787762e-02 2.45528156e-01 7.72979726e-02
-2.35202745e-01 -1.35208182e-01 1.10508823e-01 3.99119019e-02
-1.83383396e-01 1.11896536e-01]
[ 6.61119553e-02 1.37774150e-02 1.05336883e-01 -3.39776643e-05
-2.14431352e-01 7.17650939e-02 8.34174434e-02 -2.71082428e-01
-2.29613422e-02 -9.59680738e-02]
[ -1.57086173e-02 7.46107650e-02 8.27269445e-02 -3.51542325e-02
-1.75016221e-02 1.83238361e-01 1.13290292e-01 1.18254748e-01
-2.53041684e-02 1.68678857e-01]
[ 2.15793082e-01 5.11977542e-02 2.65233256e-02 7.49937520e-02
7.08213227e-02 -2.03665201e-02 -1.45314745e-01 1.48063692e-01
-5.93155998e-02 -2.55641034e-02]
[ 3.80648079e-02 -2.87156169e-02 1.51055969e-02 3.52074288e-02
-3.87556183e-01 -1.21076391e-01 -1.92562526e-01 4.09733570e-02
1.15866217e-01 1.89722898e-01]
[ 3.60535331e-02 5.21165563e-01 1.17776528e-01 4.01257896e-01
-1.05335066e+00 -3.02664802e-01 -6.15458272e-01 -7.33012184e-02
2.77815053e-01 3.23591935e-01]
[ 1.76772365e-01 5.10900210e-01 6.28595446e-02 4.15088991e-01
-8.39526055e-01 -8.26909841e-02 -4.48187518e-01 1.50684486e-01
2.01579743e-01 4.84497729e-01]
[ 2.57644461e-01 2.95880041e-01 2.45726149e-01 1.43210287e-01
-3.99340236e-01 8.14971178e-02 -2.06057839e-01 1.62589863e-01
2.36705563e-01 7.54421738e-02]
[ -7.46039964e-02 2.13881493e-01 2.41255154e-01 1.44676111e-02
-2.99143292e-02 1.31469669e-01 -9.32319611e-02 -1.51683292e-02
-3.46600753e-02 4.90603683e-02]
[ -9.69227047e-02 -5.66867654e-03 2.54762699e-02 9.43422805e-02
-5.33428984e-02 1.15857691e-01 2.56077108e-01 2.03900767e-02
-2.73935013e-01 -9.23244231e-02]
[ -2.20271838e-01 -2.24018765e-02 -9.32926731e-02 -3.44915859e-01
1.83605809e-01 1.20129451e-01 1.03340751e-01 1.03509122e-01
-2.08229190e-01 3.13314966e-02]
[ 1.23077048e-02 -3.68444801e-01 -1.26392813e-01 -1.59601860e-01
3.65856209e-01 2.55630144e-02 1.68626938e-01 1.52728198e-01
-1.63480622e-01 -2.18445488e-01]
[ 1.41558283e-01 -1.75987489e-01 -1.41509809e-01 -1.50575295e-03
1.09264811e-01 -5.90498813e-02 1.11054800e-02 -1.49204396e-01
1.32162847e-01 -1.15053530e-01]
[ -1.18555402e-01 1.25537661e-01 2.59924748e-01 -1.88150520e-02
1.72606988e-01 8.60153999e-02 3.17158958e-03 -2.98311879e-01
-1.19106923e-01 -6.12626029e-02]
[ -3.52770433e-01 6.54025937e-02 1.05688570e-02 -3.44973981e-02
1.61004876e-01 -1.69562597e-01 -1.72858918e-02 2.34415479e-01
-9.47552637e-02 7.12384526e-02]
[ 1.49333594e-01 8.17232991e-02 -2.36643426e-01 -8.85950282e-02
1.15722063e-01 -2.94303345e-01 2.54710958e-02 -1.67958234e-01
-1.24445964e-03 -1.88456004e-01]
[ 2.08000646e-01 -1.65159817e-01 6.06473746e-02 -2.93536432e-02
9.68030573e-02 -3.08720628e-02 1.55548972e-02 -1.37325348e-01
1.07561910e-01 -1.85997395e-01]
[ -1.03676514e-01 -4.21693837e-02 1.21668382e-01 1.10128502e-01
3.86473469e-02 -1.12803199e-01 2.40723495e-01 -7.73572803e-02
1.85907335e-01 -2.25304489e-03]
[ 8.31365874e-03 -1.57854218e-01 2.07959945e-01 -2.31691443e-01
3.25411557e-02 1.10845830e-01 3.85524936e-02 -1.14580221e-01
3.01272730e-02 2.34365020e-01]]
[[ 0.60939292]
[ 1.50026656]
[ 0.29550342]
[ 0.86442973]
[-2.59640402]
[-0.2634961 ]
[-1.53566699]
[ 0.06505225]
[ 0.67657174]
[ 0.89530999]]
Progress: 24.4% ... Training loss: 0.306 ... Validation loss: 0.460[[ 1.59453934e-01 2.00893886e-01 -1.10281776e-01 1.03488181e-01
-5.02106274e-01 -6.95832918e-02 -5.00354518e-02 1.22911279e-01
-7.05151813e-02 1.82682975e-01]
[ 1.21903340e-02 1.58504581e-01 -2.07865619e-02 3.87581285e-02
1.05461313e-01 -4.75251564e-03 3.09333861e-01 4.11226706e-02
1.37051924e-01 -3.20781603e-02]
[ 1.78702837e-01 4.92758725e-01 1.58349694e-02 2.45597861e-02
2.36187340e-01 -3.64673652e-02 -5.69907554e-01 -3.74691381e-02
6.95084811e-02 2.91394846e-01]
[ -1.37244302e-02 -2.99075323e-01 -2.33138351e-01 4.79971272e-02
-1.33676188e-02 1.59744674e-01 1.29990072e-01 5.66206510e-02
2.96902706e-02 1.42074294e-01]
[ -9.02937620e-03 1.45293893e-01 -1.45987625e-01 4.22868126e-02
7.07667088e-02 -1.79458995e-01 5.12499123e-02 -1.19364891e-01
-1.86140582e-01 -2.53202156e-03]
[ -3.55125438e-01 -4.22159174e-01 -2.86956648e-01 1.65363281e-01
1.22685745e-01 4.07480007e-02 1.12980341e-01 -3.53850147e-02
-1.04658418e-03 2.31624590e-02]
[ -9.48948515e-03 -1.95054735e-01 7.04814839e-03 8.33389781e-02
1.14117465e-02 -6.85698711e-02 1.89351807e-01 -1.90649561e-01
1.82411684e-01 2.17601179e-02]
[ 1.18905677e-01 -2.19190182e-01 3.62870886e-02 -6.06509025e-02
9.36259567e-02 -4.90973504e-02 5.32270695e-02 1.21591134e-01
8.19716403e-02 -1.65136859e-02]
[ -1.73605996e-01 -1.00506823e-01 -3.05858885e-01 -2.54082534e-02
8.49948541e-03 7.08125367e-02 -1.87131728e-01 -2.85370059e-02
2.56555253e-01 -1.31166011e-01]
[ 7.40984820e-02 -2.91462983e-01 9.69328664e-02 4.99689921e-02
6.70780143e-02 -1.19662063e-01 8.10760857e-02 -9.98854372e-02
3.02174091e-02 1.37132977e-01]
[ -8.38021722e-02 3.42260715e-02 -2.32292532e-03 -1.58028963e-01
5.04085405e-02 2.35003141e-02 1.25606984e-01 -1.02846344e-01
-2.33010016e-02 -1.32877318e-01]
[ -1.16318208e-01 -8.42858835e-02 -7.16399409e-02 -1.29841154e-02
3.86469494e-01 1.03144324e-01 4.98913811e-02 -1.63374341e-02
-1.74239057e-01 -2.15783720e-01]
[ -1.56450021e-01 5.22730026e-03 6.21736137e-02 2.24536097e-02
-1.73961743e-01 -2.19982265e-01 -1.79225683e-01 -1.96963308e-01
8.76352615e-02 1.74907295e-01]
[ -2.33584500e-01 -2.17096897e-01 1.13704177e-01 2.59803796e-01
-9.45903928e-02 -7.91877711e-02 -5.20995087e-02 -2.56041489e-01
-2.22691682e-01 -1.79795595e-02]
[ 1.17241182e-01 -8.63288730e-02 -1.69644693e-02 1.26889006e-01
-2.89598370e-02 -8.88777550e-02 1.44844695e-01 4.25482945e-03
3.61687722e-02 2.33969121e-02]
[ 3.71606521e-02 -5.70659232e-02 -2.11271633e-01 1.48450593e-01
-4.09684337e-02 8.63274791e-02 -7.22552228e-02 -1.99184662e-02
-9.30010821e-02 -5.33131999e-03]
[ -1.28639770e-01 -7.71686532e-02 -2.06640826e-01 1.45305013e-01
2.03121733e-02 1.37554713e-01 2.54717013e-02 -2.50781750e-01
6.07491246e-02 -2.11203370e-01]
[ -7.27137019e-02 -4.17716319e-02 2.74773165e-01 9.39129156e-02
1.36956077e-01 -5.96954919e-02 -1.19242735e-01 1.20446889e-01
6.80571731e-02 2.75607497e-02]
[ 5.07302785e-02 -3.15978721e-02 8.57833585e-02 8.33299568e-02
8.77449621e-02 -1.58397839e-02 2.50300090e-01 1.20310246e-01
-3.61753221e-02 -7.06398468e-02]
[ 2.96214246e-03 -1.64024311e-01 -2.93029569e-01 -5.67430938e-02
2.23195443e-01 -8.91095746e-02 1.81130098e-01 1.63668551e-01
1.02161957e-01 -3.67249875e-02]
[ 5.33741459e-02 1.55761663e-03 -1.16073982e-01 4.65601690e-02
-9.63119957e-02 3.22149409e-01 2.50703015e-01 2.05399854e-01
-1.60039544e-01 -5.70981886e-02]
[ 5.34788446e-03 -1.26071089e-02 1.23023050e-01 1.08117564e-01
-1.31829245e-02 1.04916187e-01 -1.46966741e-01 -4.11833883e-02
2.12823273e-01 8.01242121e-02]
[ 1.06859987e-01 7.24606921e-02 -4.83935536e-02 -1.04553468e-01
-9.11938046e-02 -3.28853124e-01 1.14722081e-01 8.53653946e-03
1.39216122e-01 8.64465132e-02]
[ -1.00276835e-01 4.16394419e-03 -1.60508036e-02 2.04923699e-02
1.61599452e-02 -2.02659045e-01 -8.62907434e-02 -1.99193918e-02
1.32411097e-02 1.26212829e-01]
[ -1.37830023e-01 -5.36214645e-02 -1.94233645e-01 5.65358233e-03
-2.85758548e-01 -7.62007758e-03 -2.58024092e-02 -2.30074369e-02
1.03056556e-02 7.21080447e-02]
[ -2.70021002e-02 -6.40383655e-02 -7.33246895e-02 -1.23486098e-01
5.19985881e-01 2.74962447e-01 5.36229249e-01 1.13396778e-01
-1.78697834e-01 -3.70052321e-01]
[ -1.42134745e-02 -3.55965134e-01 -2.88771049e-02 -7.11857511e-02
6.54130580e-01 1.00469857e-01 4.96453932e-01 9.16147222e-02
3.04027939e-02 -3.78594555e-01]
[ 1.25305130e-02 -4.14726260e-01 -4.25497746e-02 -1.06637643e-01
6.76146736e-01 2.35540298e-02 4.68050645e-01 4.88450162e-02
-3.62366298e-01 -2.16226834e-01]
[ -1.60387791e-01 -5.50546250e-01 -5.53693063e-03 -1.92397560e-01
7.34536927e-01 -9.36961961e-02 5.80529471e-01 -8.18099207e-02
-5.94155607e-02 9.15948140e-02]
[ -2.82662612e-01 -3.58014467e-01 5.89071122e-02 -3.88706073e-02
8.97448801e-01 1.39761251e-01 3.80533895e-01 4.83320233e-02
-8.23522415e-02 -1.27415692e-01]
[ -1.91338559e-01 -2.53706512e-01 2.55807971e-01 -2.29408669e-01
6.21430184e-01 -4.84732640e-02 6.39492002e-01 1.41738499e-02
-2.45614032e-01 -1.56306072e-02]
[ -1.21080861e-01 -1.94336475e-01 -1.77094614e-01 -9.14220796e-02
4.58589977e-01 -2.33046156e-01 1.50464087e-01 1.69860891e-01
-1.98021490e-03 -1.09061269e-01]
[ 1.16387439e-01 2.48833423e-01 1.66390662e-01 -8.38201154e-02
-1.00663701e-01 4.75891714e-02 -1.56828910e-01 2.83878741e-01
8.04355954e-02 1.81338941e-01]
[ 3.49839227e-01 3.10547116e-01 -8.31623096e-02 3.16002863e-01
-8.95444788e-01 -2.87935546e-01 -4.71478450e-01 1.77905283e-01
3.80594019e-01 -3.67853104e-02]
[ 5.04529034e-02 1.50547584e-01 2.54356499e-01 2.55831907e-01
-7.30950394e-02 -1.97222189e-01 -1.88211504e-01 -1.32621837e-01
-1.35950373e-01 -2.82668223e-01]
[ 2.57484938e-02 -4.92799716e-02 -1.17289148e-01 -5.12743405e-02
2.39832415e-01 4.05161157e-02 -1.28888093e-02 -1.84189638e-01
3.66595776e-02 2.11407089e-01]
[ 6.49447356e-04 -5.46171726e-02 -6.65939741e-02 -5.04966301e-02
-1.71825708e-02 -1.76140728e-01 8.90180392e-02 1.01627055e-02
3.78098538e-02 7.29039020e-03]
[ 3.02085870e-02 7.04888188e-02 2.45260161e-01 7.64074751e-02
-2.32609221e-01 -1.34970431e-01 1.11808937e-01 3.98461957e-02
-1.84083152e-01 1.11066352e-01]
[ 6.67332078e-02 1.52194323e-02 1.05640213e-01 8.57985893e-04
-2.17062530e-01 7.15009381e-02 8.19149889e-02 -2.71020603e-01
-2.22903792e-02 -9.50533028e-02]
[ -1.53887088e-02 7.54682179e-02 8.29090792e-02 -3.46622699e-02
-1.90526826e-02 1.83090931e-01 1.12509576e-01 1.18297075e-01
-2.49562266e-02 1.69162599e-01]
[ 2.15078962e-01 4.95913343e-02 2.61656229e-02 7.39764488e-02
7.40967450e-02 -2.00985993e-02 -1.43595586e-01 1.47986592e-01
-6.01163174e-02 -2.66136642e-02]
[ 3.82163240e-02 -2.83060026e-02 1.51841355e-02 3.54286237e-02
-3.88169978e-01 -1.21147081e-01 -1.92959319e-01 4.09900621e-02
1.16024162e-01 1.89940656e-01]
[ 3.61915050e-02 5.21449658e-01 1.17841562e-01 4.01463547e-01
-1.05392094e+00 -3.02713367e-01 -6.15892706e-01 -7.32857160e-02
2.78000404e-01 3.23832146e-01]
[ 1.75994085e-01 5.09394398e-01 6.25060064e-02 4.13878622e-01
-8.35716467e-01 -8.23601173e-02 -4.46679656e-01 1.50598225e-01
2.00707662e-01 4.83445740e-01]
[ 2.57739713e-01 2.96310016e-01 2.45799682e-01 1.43432438e-01
-3.99939946e-01 8.14315289e-02 -2.06426232e-01 1.62606671e-01
2.36860027e-01 7.56458026e-02]
[ -7.52452562e-02 2.12366912e-01 2.40949914e-01 1.35130738e-02
-2.71198746e-02 1.31755082e-01 -9.16262143e-02 -1.52358483e-02
-3.54010298e-02 4.80967529e-02]
[ -9.69825584e-02 -5.82327538e-03 2.54458150e-02 9.42558117e-02
-5.30733555e-02 1.15884081e-01 2.56224460e-01 2.03835579e-02
-2.74002151e-01 -9.24145508e-02]
[ -2.20774002e-01 -2.35672467e-02 -9.35335767e-02 -3.45657174e-01
1.85831753e-01 1.20349527e-01 1.04596647e-01 1.03455688e-01
-2.08780488e-01 3.05781785e-02]
[ 1.17189105e-02 -3.69769431e-01 -1.26685273e-01 -1.60470232e-01
3.68385930e-01 2.58247678e-02 1.70162353e-01 1.52664681e-01
-1.64154129e-01 -2.19329257e-01]
[ 1.41596789e-01 -1.75532899e-01 -1.41491019e-01 -1.39754466e-03
1.09142434e-01 -5.90581540e-02 1.11039094e-02 -1.49199611e-01
1.32240270e-01 -1.15021459e-01]
[ -1.18769918e-01 1.24834357e-01 2.59830918e-01 -1.92067357e-02
1.74358730e-01 8.60823808e-02 3.69553465e-03 -2.98329651e-01
-1.19340569e-01 -6.15447240e-02]
[ -3.52793313e-01 6.51281668e-02 1.05668196e-02 -3.44675745e-02
1.61064630e-01 -1.69556043e-01 -1.70863413e-02 2.34421423e-01
-9.47583840e-02 7.12809448e-02]
[ 1.47350540e-01 7.68838830e-02 -2.37564490e-01 -9.14253274e-02
1.24135668e-01 -2.93518256e-01 3.04772135e-02 -1.68165126e-01
-3.45405925e-03 -1.91407244e-01]
[ 2.07767078e-01 -1.65405666e-01 6.05899752e-02 -2.96819385e-02
9.80618367e-02 -3.08162696e-02 1.61032543e-02 -1.37343017e-01
1.07268087e-01 -1.86418481e-01]
[ -1.03656015e-01 -4.22754514e-02 1.21672172e-01 1.10134052e-01
3.89422383e-02 -1.12823923e-01 2.40618485e-01 -7.73547961e-02
1.85822804e-01 -2.20989935e-03]
[ 5.77420369e-03 -1.63094715e-01 2.06716597e-01 -2.35483776e-01
4.30520567e-02 1.11976385e-01 4.43488461e-02 -1.14861506e-01
2.73291407e-02 2.30927108e-01]]
[[ 0.59072528]
[ 1.48433765]
[ 0.2783454 ]
[ 0.84743995]
[-2.61670409]
[-0.27672942]
[-1.55197249]
[ 0.05060185]
[ 0.65970849]
[ 0.87595997]]
Progress: 24.5% ... Training loss: 0.295 ... Validation loss: 0.461[[ 1.59521773e-01 2.00981384e-01 -1.10289116e-01 1.03465132e-01
-5.02473682e-01 -6.95354568e-02 -5.02290571e-02 1.22914234e-01
-7.04763189e-02 1.82796638e-01]
[ 1.19958042e-02 1.57979001e-01 -2.08748390e-02 3.84906102e-02
1.06313913e-01 -4.68439133e-03 3.09891248e-01 4.11076601e-02
1.36855590e-01 -3.23558657e-02]
[ 1.78170548e-01 4.93170307e-01 1.55252475e-02 2.34617995e-02
2.39006023e-01 -3.61212203e-02 -5.69643127e-01 -3.75375037e-02
6.86012391e-02 2.90396762e-01]
[ -1.55352806e-02 -3.04236725e-01 -2.33903515e-01 4.55593889e-02
-5.61231639e-03 1.60596970e-01 1.35041120e-01 5.64732553e-02
2.77457954e-02 1.39631709e-01]
[ -9.14164804e-03 1.45017461e-01 -1.46111283e-01 4.19308530e-02
7.22522416e-02 -1.79261897e-01 5.13516615e-02 -1.19380635e-01
-1.86275442e-01 -2.78322712e-03]
[ -3.54180475e-01 -4.20679244e-01 -2.86522563e-01 1.66804257e-01
1.18321155e-01 4.02866668e-02 1.11350902e-01 -3.52949812e-02
8.87809714e-05 2.46577669e-02]
[ -1.00797747e-02 -1.96554840e-01 6.73330756e-03 8.23794666e-02
1.35395616e-02 -6.82779783e-02 1.90919482e-01 -1.90705951e-01
1.81709876e-01 2.07620042e-02]
[ 1.18386505e-01 -2.20363465e-01 3.60402002e-02 -6.13571239e-02
9.50469536e-02 -4.88801161e-02 5.46720639e-02 1.21549111e-01
8.13800922e-02 -1.71899827e-02]
[ -1.74157175e-01 -1.02037658e-01 -3.06106583e-01 -2.61909288e-02
1.07198067e-02 7.10875231e-02 -1.85477049e-01 -2.85862740e-02
2.55984562e-01 -1.32023780e-01]
[ 7.41955132e-02 -2.91701299e-01 9.68923236e-02 4.99984789e-02
6.60103956e-02 -1.19657620e-01 8.13356820e-02 -9.98775483e-02
3.04265509e-02 1.37199269e-01]
[ -8.48294433e-02 3.14379307e-02 -2.78930912e-03 -1.59433264e-01
5.39791585e-02 2.39450545e-02 1.28745699e-01 -1.02934417e-01
-2.45230578e-02 -1.34336963e-01]
[ -1.16103645e-01 -8.39837201e-02 -7.15083576e-02 -1.26167343e-02
3.85371039e-01 1.03017920e-01 4.95309789e-02 -1.63148976e-02
-1.73954825e-01 -2.15427240e-01]
[ -1.56450021e-01 5.22730026e-03 6.21736137e-02 2.24536097e-02
-1.73961743e-01 -2.19982265e-01 -1.79225683e-01 -1.96963308e-01
8.76352615e-02 1.74907295e-01]
[ -2.33381261e-01 -2.17160672e-01 1.13800932e-01 2.60141120e-01
-9.59336927e-02 -7.92896752e-02 -5.22448276e-02 -2.56022675e-01
-2.22450289e-01 -1.76749883e-02]
[ 1.17364947e-01 -8.61947822e-02 -1.68945894e-02 1.27100537e-01
-2.97818227e-02 -8.89516967e-02 1.44735491e-01 4.26773653e-03
3.63104844e-02 2.36031724e-02]
[ 3.77833878e-02 -5.59075820e-02 -2.10997941e-01 1.49371359e-01
-4.34117028e-02 8.60276948e-02 -7.35987312e-02 -1.98582268e-02
-9.22248504e-02 -4.28857213e-03]
[ -1.28444552e-01 -7.67508696e-02 -2.06542642e-01 1.45542440e-01
1.97801486e-02 1.37481904e-01 2.50487323e-02 -2.50766048e-01
6.09524379e-02 -2.10908995e-01]
[ -7.30743464e-02 -4.27824795e-02 2.74574347e-01 9.33556917e-02
1.38070895e-01 -5.95233035e-02 -1.18218316e-01 1.20413297e-01
6.76522794e-02 2.69544845e-02]
[ 5.05579681e-02 -3.18956110e-02 8.56885866e-02 8.30535338e-02
8.83629170e-02 -1.57607753e-02 2.50637906e-01 1.20293521e-01
-3.63944907e-02 -7.09704708e-02]
[ 2.54284665e-03 -1.65211382e-01 -2.93223444e-01 -5.73775037e-02
2.24856953e-01 -8.89156155e-02 1.82453036e-01 1.63632042e-01
1.01677279e-01 -3.72320591e-02]
[ 5.28852680e-02 4.12311132e-04 -1.16317616e-01 4.57931379e-02
-9.41634991e-02 3.22393960e-01 2.51928690e-01 2.05356399e-01
-1.60622331e-01 -5.78848219e-02]
[ 5.70953604e-03 -1.15653770e-02 1.23199259e-01 1.08774364e-01
-1.54444243e-02 1.04709149e-01 -1.47884590e-01 -4.11488193e-02
2.13262405e-01 8.07173919e-02]
[ 1.07110016e-01 7.30555574e-02 -4.82581523e-02 -1.04171389e-01
-9.21686155e-02 -3.28928642e-01 1.14081213e-01 8.55653429e-03
1.39522190e-01 8.67650870e-02]
[ -1.00924765e-01 2.59156595e-03 -1.63558341e-02 1.95658830e-02
1.86616041e-02 -2.02388059e-01 -8.45713773e-02 -1.99738094e-02
1.25649529e-02 1.25255998e-01]
[ -1.38213282e-01 -5.44154558e-02 -1.94422980e-01 5.06179790e-03
-2.84021552e-01 -7.42699698e-03 -2.48149951e-02 -2.30426125e-02
9.83680743e-03 7.14988891e-02]
[ -2.74216273e-02 -6.52817960e-02 -7.35160371e-02 -1.24081311e-01
5.21726760e-01 2.75159782e-01 5.37315913e-01 1.13362751e-01
-1.79156787e-01 -3.70659341e-01]
[ -1.42090616e-02 -3.56043697e-01 -2.88703393e-02 -7.11625228e-02
6.54038747e-01 1.00461494e-01 4.96525826e-01 9.16157021e-02
3.04155703e-02 -3.78592759e-01]
[ 1.23479467e-02 -4.15250331e-01 -4.26398725e-02 -1.06907831e-01
6.76903672e-01 2.36437312e-02 4.68560277e-01 4.88291154e-02
-3.62580388e-01 -2.16498827e-01]
[ -1.60148537e-01 -5.50268808e-01 -5.40739850e-03 -1.91960353e-01
7.33264629e-01 -9.38377087e-02 5.80205394e-01 -8.17841074e-02
-5.90723959e-02 9.20384139e-02]
[ -2.82888810e-01 -3.58555124e-01 5.88029757e-02 -3.91930455e-02
8.98342190e-01 1.39864519e-01 3.81074044e-01 4.83133703e-02
-8.26045745e-02 -1.27743112e-01]
[ -1.91254343e-01 -2.53571792e-01 2.55850530e-01 -2.29273594e-01
6.21030940e-01 -4.85177123e-02 6.39340057e-01 1.41818414e-02
-2.45510914e-01 -1.54921932e-02]
[ -1.21427668e-01 -1.95518661e-01 -1.77228251e-01 -9.18853710e-02
4.59929174e-01 -2.32913312e-01 1.51546985e-01 1.69833336e-01
-2.31662723e-03 -1.09556538e-01]
[ 1.15225907e-01 2.46192263e-01 1.65832174e-01 -8.55420932e-02
-9.55717358e-02 4.81430890e-02 -1.53891812e-01 2.83778546e-01
7.91000343e-02 1.79711053e-01]
[ 3.49824151e-01 3.10365070e-01 -8.32084181e-02 3.15841408e-01
-8.95159589e-01 -2.87888810e-01 -4.71310096e-01 1.77901692e-01
3.80610747e-01 -3.68113828e-02]
[ 5.04183590e-02 1.50506018e-01 2.54346918e-01 2.55795296e-01
-7.30485981e-02 -1.97207644e-01 -1.88175127e-01 -1.32623749e-01
-1.35988692e-01 -2.82697727e-01]
[ 2.64414122e-02 -4.77692529e-02 -1.16946600e-01 -5.01823200e-02
2.36410514e-01 4.01643872e-02 -1.47161985e-02 -1.84125283e-01
3.75040461e-02 2.12401798e-01]
[ 8.59168516e-04 -5.40226736e-02 -6.64830405e-02 -5.01634268e-02
-1.82240568e-02 -1.76255889e-01 8.84849792e-02 1.01829843e-02
3.80250758e-02 7.61519449e-03]
[ 2.93828906e-02 6.85184341e-02 2.44842246e-01 7.52029894e-02
-2.29022235e-01 -1.34609266e-01 1.13933508e-01 3.97731013e-02
-1.85015092e-01 1.09855055e-01]
[ 6.74384969e-02 1.70985944e-02 1.05943918e-01 1.90145697e-03
-2.20266215e-01 7.11736682e-02 8.01902563e-02 -2.70964709e-01
-2.15273960e-02 -9.40350857e-02]
[ -1.54534726e-02 7.54422281e-02 8.28637410e-02 -3.48168053e-02
-1.87785088e-02 1.83130355e-01 1.12747080e-01 1.18288405e-01
-2.50880850e-02 1.69023991e-01]
[ 2.15046217e-01 4.94501756e-02 2.61593035e-02 7.39149319e-02
7.42796536e-02 -2.00774114e-02 -1.43407449e-01 1.47982795e-01
-6.01659299e-02 -2.66828674e-02]
[ 3.84423990e-02 -2.78075725e-02 1.52873863e-02 3.57558720e-02
-3.89052728e-01 -1.21215575e-01 -1.93516547e-01 4.10092573e-02
1.16297427e-01 1.90172374e-01]
[ 3.58924340e-02 5.20636220e-01 1.17648234e-01 4.00901303e-01
-1.05282260e+00 -3.02529070e-01 -6.14983290e-01 -7.33207594e-02
2.77546120e-01 3.23298329e-01]
[ 1.76184207e-01 5.09801741e-01 6.25987796e-02 4.14159592e-01
-8.36491056e-01 -8.24589264e-02 -4.47106162e-01 1.50616456e-01
2.00939286e-01 4.83701285e-01]
[ 2.58060764e-01 2.97056252e-01 2.45959303e-01 1.43910536e-01
-4.01422949e-01 8.12780962e-02 -2.07235433e-01 1.62635183e-01
2.37240962e-01 7.61743513e-02]
[ -7.47778927e-02 2.13599787e-01 2.41186693e-01 1.42380983e-02
-2.93807719e-02 1.31528579e-01 -9.28276579e-02 -1.51932745e-02
-3.48361240e-02 4.88276864e-02]
[ -9.71719499e-02 -6.34169344e-03 2.53601289e-02 9.39910883e-02
-5.23343829e-02 1.15971302e-01 2.56767699e-01 2.03678142e-02
-2.74215859e-01 -9.27007578e-02]
[ -2.20833333e-01 -2.36742512e-02 -9.35594036e-02 -3.45729145e-01
1.86037721e-01 1.20379106e-01 1.04773166e-01 1.03451912e-01
-2.08848426e-01 3.04854497e-02]
[ 1.17200585e-02 -3.69765077e-01 -1.26681274e-01 -1.60462559e-01
3.68380804e-01 2.58220501e-02 1.70143392e-01 1.52665165e-01
-1.64146991e-01 -2.19317387e-01]
[ 1.41651580e-01 -1.75278848e-01 -1.41449314e-01 -1.28352156e-03
1.08565475e-01 -5.90985600e-02 1.08895644e-02 -1.49195396e-01
1.32261531e-01 -1.14885084e-01]
[ -1.18542302e-01 1.25103731e-01 2.59960265e-01 -1.88254302e-02
1.73125407e-01 8.59604271e-02 3.31175549e-03 -2.98305349e-01
-1.19036748e-01 -6.12124990e-02]
[ -3.53240293e-01 6.40292436e-02 1.03529479e-02 -3.52196693e-02
1.63154574e-01 -1.69321899e-01 -1.56062407e-02 2.34381431e-01
-9.53579514e-02 7.05707719e-02]
[ 1.46964676e-01 7.58172226e-02 -2.37791565e-01 -9.20750252e-02
1.25910683e-01 -2.93323069e-01 3.16082697e-02 -1.68198205e-01
-3.92340361e-03 -1.91986903e-01]
[ 2.07271235e-01 -1.66759178e-01 6.03534233e-02 -3.04298535e-02
1.00365521e-01 -3.06023334e-02 1.74906685e-02 -1.37384981e-01
1.06701345e-01 -1.87184730e-01]
[ -1.03417418e-01 -4.23385060e-02 1.21809947e-01 1.10591192e-01
3.75418004e-02 -1.12970441e-01 2.40502183e-01 -7.73310448e-02
1.86226424e-01 -1.72570506e-03]
[ 5.86620980e-03 -1.62760283e-01 2.06709925e-01 -2.35293970e-01
4.14986770e-02 1.11964776e-01 4.41026109e-02 -1.14856387e-01
2.75074103e-02 2.30993522e-01]]
[[ 0.58815172]
[ 1.48229629]
[ 0.2766951 ]
[ 0.84599357]
[-2.61934745]
[-0.2784618 ]
[-1.55477842]
[ 0.04650408]
[ 0.65743698]
[ 0.87370136]]
Progress: 24.6% ... Training loss: 0.296 ... Validation loss: 0.461[[ 1.60038041e-01 2.01628648e-01 -1.10003364e-01 1.04302830e-01
-5.04590814e-01 -6.98725056e-02 -5.13912085e-02 1.22970113e-01
-6.97055015e-02 1.83687548e-01]
[ 1.18978501e-02 1.57730678e-01 -2.09192419e-02 3.83508018e-02
1.06737254e-01 -4.63959448e-03 3.10136501e-01 4.10998562e-02
1.36761224e-01 -3.24999649e-02]
[ 1.77969030e-01 4.94379815e-01 1.54729508e-02 2.31162766e-02
2.40016653e-01 -3.60126924e-02 -5.70284859e-01 -3.75504790e-02
6.84826247e-02 2.89996417e-01]
[ -1.04181394e-02 -2.93933961e-01 -2.31581842e-01 5.29312670e-02
-2.57640733e-02 1.58231781e-01 1.22974215e-01 5.68548486e-02
3.34967258e-02 1.47524002e-01]
[ -9.76597058e-03 1.43523162e-01 -1.46387248e-01 4.12190392e-02
7.48415109e-02 -1.78978033e-01 5.33116599e-02 -1.19422596e-01
-1.86986669e-01 -3.68637030e-03]
[ -3.53596663e-01 -4.20117236e-01 -2.86251877e-01 1.67686600e-01
1.16052946e-01 3.99598710e-02 1.10153908e-01 -3.52434844e-02
7.62051421e-04 2.56315066e-02]
[ -1.01502836e-02 -1.97791735e-01 6.72131313e-03 8.24044406e-02
1.39622104e-02 -6.82944955e-02 1.92020318e-01 -1.90703469e-01
1.81694787e-01 2.06616060e-02]
[ 1.18978151e-01 -2.19090365e-01 3.63666481e-02 -6.03605023e-02
9.22997199e-02 -4.92442696e-02 5.31552230e-02 1.21605288e-01
8.22429278e-02 -1.62275172e-02]
[ -1.73930322e-01 -1.02105894e-01 -3.05986860e-01 -2.58510852e-02
9.68571362e-03 7.10050395e-02 -1.85817699e-01 -2.85678453e-02
2.56259789e-01 -1.31694230e-01]
[ 7.43098467e-02 -2.92861078e-01 9.70175236e-02 5.03919230e-02
6.50526700e-02 -1.19804393e-01 8.19344101e-02 -9.98498663e-02
3.06913326e-02 1.37365050e-01]
[ -8.46500006e-02 3.15175839e-02 -2.68312853e-03 -1.59122424e-01
5.31110413e-02 2.38174771e-02 1.28403826e-01 -1.02919298e-01
-2.42209226e-02 -1.33985061e-01]
[ -1.15065620e-01 -8.23736167e-02 -7.10348748e-02 -1.10772351e-02
3.81569994e-01 1.02502321e-01 4.73204744e-02 -1.62291139e-02
-1.72725496e-01 -2.13779564e-01]
[ -1.56450021e-01 5.22730026e-03 6.21736137e-02 2.24536097e-02
-1.73961743e-01 -2.19982265e-01 -1.79225683e-01 -1.96963308e-01
8.76352615e-02 1.74907295e-01]
[ -2.33254577e-01 -2.17074780e-01 1.13874483e-01 2.60374128e-01
-9.65993038e-02 -7.93582345e-02 -5.24133523e-02 -2.56011693e-01
-2.22314628e-01 -1.74538910e-02]
[ 1.17452390e-01 -8.63740146e-02 -1.68449566e-02 1.27246316e-01
-2.99959445e-02 -8.90303328e-02 1.44600159e-01 4.27854953e-03
3.64350729e-02 2.38019828e-02]
[ 3.80776045e-02 -5.56262560e-02 -2.10885263e-01 1.49809453e-01
-4.46812615e-02 8.58641939e-02 -7.40659453e-02 -1.98308984e-02
-9.18919837e-02 -3.85211601e-03]
[ -1.28367347e-01 -7.71667383e-02 -2.06508402e-01 1.45742060e-01
1.95676693e-02 1.37411584e-01 2.53697068e-02 -2.50757802e-01
6.10783246e-02 -2.10744275e-01]
[ -7.27761080e-02 -4.22209926e-02 2.74719826e-01 9.38090086e-02
1.36914937e-01 -5.96701261e-02 -1.18796474e-01 1.20440736e-01
6.80006795e-02 2.73807570e-02]
[ 4.99833713e-02 -3.33447679e-02 8.54346986e-02 8.22393848e-02
9.05713899e-02 -1.54900045e-02 2.52100283e-01 1.20249968e-01
-3.69687986e-02 -7.17686152e-02]
[ 2.91010997e-03 -1.64205734e-01 -2.93047726e-01 -5.68353229e-02
2.23128523e-01 -8.91116579e-02 1.81381329e-01 1.63659784e-01
1.02088880e-01 -3.67322462e-02]
[ 5.38617989e-02 2.59582454e-03 -1.15799041e-01 4.73522018e-02
-9.83885368e-02 3.21873340e-01 2.49464478e-01 2.05444491e-01
-1.59354130e-01 -5.63748635e-02]
[ 5.05698118e-03 -1.32312462e-02 1.22870643e-01 1.07785522e-01
-1.23631675e-02 1.05025129e-01 -1.46135938e-01 -4.12041552e-02
2.12503148e-01 7.97414573e-02]
[ 1.07716255e-01 7.43071523e-02 -4.79771079e-02 -1.03322264e-01
-9.46865460e-02 -3.29176581e-01 1.12621212e-01 8.60429344e-03
1.40128901e-01 8.76577126e-02]
[ -1.01142592e-01 1.79203435e-03 -1.64328644e-02 1.92833862e-02
1.95014166e-02 -2.02302381e-01 -8.39368416e-02 -1.99899532e-02
1.24021965e-02 1.24953100e-01]
[ -1.38270322e-01 -5.47452800e-02 -1.94449501e-01 4.97088001e-03
-2.83788855e-01 -7.39693575e-03 -2.45900361e-02 -2.30473953e-02
9.77545811e-03 7.13914705e-02]
[ -2.72673773e-02 -6.50610184e-02 -7.34446139e-02 -1.23856142e-01
5.21045874e-01 2.75087994e-01 5.36989906e-01 1.13375174e-01
-1.78990716e-01 -3.70444747e-01]
[ -1.42268086e-02 -3.56231690e-01 -2.88877873e-02 -7.12022691e-02
6.54197242e-01 1.00470822e-01 4.96649886e-01 9.16140699e-02
3.03848101e-02 -3.78648621e-01]
[ 1.25988279e-02 -4.15169724e-01 -4.25157818e-02 -1.06507516e-01
6.75939818e-01 2.35048970e-02 4.68193031e-01 4.88506644e-02
-3.62278246e-01 -2.16101254e-01]
[ -1.60146094e-01 -5.50661946e-01 -5.40500178e-03 -1.91927499e-01
7.33301692e-01 -9.38469143e-02 5.80583284e-01 -8.17827060e-02
-5.90299652e-02 9.21231294e-02]
[ -2.82763791e-01 -3.58408676e-01 5.88740689e-02 -3.89363933e-02
8.97856565e-01 1.39780403e-01 3.80788075e-01 4.83270676e-02
-8.23965644e-02 -1.27478280e-01]
[ -1.91223160e-01 -2.53615483e-01 2.55871768e-01 -2.29219659e-01
6.20894788e-01 -4.85357297e-02 6.39332290e-01 1.41846836e-02
-2.45468837e-01 -1.54333690e-02]
[ -1.21155922e-01 -1.94951558e-01 -1.77114610e-01 -9.14902807e-02
4.58790682e-01 -2.33041562e-01 1.50882170e-01 1.69854809e-01
-2.01183638e-03 -1.09159035e-01]
[ 1.16121088e-01 2.48525456e-01 1.66283946e-01 -8.41578501e-02
-9.97518364e-02 4.76930686e-02 -1.56313690e-01 2.83851977e-01
8.01528243e-02 1.81054889e-01]
[ 3.49821707e-01 3.10213692e-01 -8.31776283e-02 3.15826525e-01
-8.95190884e-01 -2.87903946e-01 -4.71325521e-01 1.77902506e-01
3.80629463e-01 -3.67672460e-02]
[ 4.98137950e-02 1.49031163e-01 2.54059287e-01 2.54918584e-01
-7.04061320e-02 -1.96927900e-01 -1.86619091e-01 -1.32672768e-01
-1.36683590e-01 -2.83632665e-01]
[ 2.67893377e-02 -4.70803158e-02 -1.16776443e-01 -4.96900605e-02
2.35011895e-01 3.99961518e-02 -1.55963991e-02 -1.84099736e-01
3.78906927e-02 2.12881259e-01]
[ 6.29459713e-04 -5.45307727e-02 -6.65879815e-02 -5.05087559e-02
-1.71654692e-02 -1.76141431e-01 8.90822637e-02 1.01638367e-02
3.77091501e-02 7.25911156e-03]
[ 2.95225518e-02 6.86278988e-02 2.44872690e-01 7.53651839e-02
-2.29388646e-01 -1.34684496e-01 1.13650884e-01 3.97837417e-02
-1.84868685e-01 1.10066757e-01]
[ 6.72365271e-02 1.65753117e-02 1.05849727e-01 1.60677648e-03
-2.19396061e-01 7.12695933e-02 8.07070593e-02 -2.70979895e-01
-2.17571284e-02 -9.43371983e-02]
[ -1.55085720e-02 7.52846920e-02 8.28365671e-02 -3.48953924e-02
-1.85302271e-02 1.83155570e-01 1.12905167e-01 1.18284163e-01
-2.51509773e-02 1.68940477e-01]
[ 2.14598164e-01 4.83104553e-02 2.59204067e-02 7.31283072e-02
7.65571952e-02 -1.98440885e-02 -1.42207179e-01 1.47940418e-01
-6.07517049e-02 -2.74444472e-02]
[ 3.86255896e-02 -2.74145637e-02 1.53674361e-02 3.60325099e-02
-3.89906817e-01 -1.21302062e-01 -1.93988577e-01 4.10244736e-02
1.16503804e-01 1.90449788e-01]
[ 3.60797274e-02 5.20748992e-01 1.17759995e-01 4.01252879e-01
-1.05378555e+00 -3.02627951e-01 -6.15232071e-01 -7.32978808e-02
2.77818285e-01 3.23595762e-01]
[ 1.76992018e-01 5.11506041e-01 6.30278838e-02 4.15510634e-01
-8.40432820e-01 -8.28822324e-02 -4.49052855e-01 1.50694961e-01
2.02039331e-01 4.85019061e-01]
[ 2.57565076e-01 2.95819271e-01 2.45730453e-01 1.43209133e-01
-3.99309890e-01 8.15025992e-02 -2.05924491e-01 1.62595927e-01
2.36719064e-01 7.54519070e-02]
[ -7.48677833e-02 2.13363741e-01 2.41146664e-01 1.41066418e-02
-2.89826443e-02 1.31568996e-01 -9.25795849e-02 -1.51999170e-02
-3.49432546e-02 4.86944792e-02]
[ -9.70282881e-02 -5.94771280e-03 2.54306436e-02 9.42066359e-02
-5.29173390e-02 1.15894306e-01 2.56334935e-01 2.03798165e-02
-2.74049218e-01 -9.24660554e-02]
[ -2.20669411e-01 -2.33468810e-02 -9.34804534e-02 -3.45482301e-01
1.85238334e-01 1.20295177e-01 1.04427113e-01 1.03465606e-01
-2.08652386e-01 3.07446504e-02]
[ 1.14928543e-02 -3.70260339e-01 -1.26794676e-01 -1.60793715e-01
3.69472722e-01 2.59376183e-02 1.70798548e-01 1.52645137e-01
-1.64413081e-01 -2.19685990e-01]
[ 1.42113352e-01 -1.74586362e-01 -1.41265497e-01 -6.53965423e-04
1.06687520e-01 -5.93029433e-02 9.75188062e-03 -1.49160721e-01
1.32760701e-01 -1.14199159e-01]
[ -1.18670121e-01 1.24761112e-01 2.59937631e-01 -1.89244777e-02
1.73324502e-01 8.59900878e-02 3.65876870e-03 -2.98309208e-01
-1.19153585e-01 -6.14295348e-02]
[ -3.53390120e-01 6.32478971e-02 1.02884434e-02 -3.53819085e-02
1.63919788e-01 -1.69282745e-01 -1.49201282e-02 2.34371539e-01
-9.54958311e-02 7.03559864e-02]
[ 1.47328790e-01 7.61275628e-02 -2.37565364e-01 -9.14786726e-02
1.24850039e-01 -2.93537259e-01 3.09450055e-02 -1.68161279e-01
-3.42195381e-03 -1.91398723e-01]
[ 2.08633121e-01 -1.63820294e-01 6.09962813e-02 -2.83969390e-02
9.43351989e-02 -3.12672895e-02 1.41979440e-02 -1.37268828e-01
1.08300567e-01 -1.85100415e-01]
[ -1.04318429e-01 -4.45911883e-02 1.21383579e-01 1.09318906e-01
4.13067505e-02 -1.12558378e-01 2.42860956e-01 -7.74026344e-02
1.85247088e-01 -3.02192818e-03]
[ 6.18889603e-03 -1.62795367e-01 2.06875419e-01 -2.34775437e-01
4.01114519e-02 1.11777477e-01 4.38507341e-02 -1.14830216e-01
2.79378675e-02 2.31528505e-01]]
[[ 0.59405891]
[ 1.48494107]
[ 0.27866765]
[ 0.85163662]
[-2.61417432]
[-0.27116484]
[-1.54808386]
[ 0.05327242]
[ 0.66319913]
[ 0.88091836]]
Progress: 24.6% ... Training loss: 0.295 ... Validation loss: 0.463[[ 1.59928564e-01 2.00530489e-01 -1.10090014e-01 1.04079707e-01
-5.04596882e-01 -6.97840597e-02 -5.09155795e-02 1.22954128e-01
-6.98281150e-02 1.83423717e-01]
[ 1.23826685e-02 1.58891368e-01 -2.06772490e-02 3.90805204e-02
1.04660255e-01 -4.86088709e-03 3.08601250e-01 4.11482297e-02
1.37337583e-01 -3.16614247e-02]
[ 1.77861905e-01 4.94934770e-01 1.54235564e-02 2.25345234e-02
2.42278401e-01 -3.57611253e-02 -5.71074370e-01 -3.75747273e-02
6.85339786e-02 2.89658261e-01]
[ -8.98334202e-03 -2.90362674e-01 -2.31028755e-01 5.47141084e-02
-3.01017035e-02 1.57641908e-01 1.19568410e-01 5.69465113e-02
3.48173621e-02 1.49439488e-01]
[ -8.45983189e-03 1.47488121e-01 -1.45627660e-01 4.33827180e-02
6.86597768e-02 -1.79708798e-01 4.95916339e-02 -1.19278251e-01
-1.85486231e-01 -1.43684789e-03]
[ -3.52923895e-01 -4.19594660e-01 -2.85950881e-01 1.68838419e-01
1.11994193e-01 3.96094389e-02 1.09203404e-01 -3.51794020e-02
1.51006766e-03 2.66661814e-02]
[ -1.11034686e-02 -2.00172803e-01 6.31123100e-03 8.10337317e-02
1.78952697e-02 -6.78809198e-02 1.94238474e-01 -1.90776686e-01
1.80717723e-01 1.92266208e-02]
[ 1.18271629e-01 -2.21699875e-01 3.59544459e-02 -6.15802010e-02
9.61841557e-02 -4.88161194e-02 5.51725147e-02 1.21525591e-01
8.15807284e-02 -1.74085900e-02]
[ -1.73590924e-01 -1.01700783e-01 -3.05833807e-01 -2.53489926e-02
7.89124823e-03 7.08456182e-02 -1.86666016e-01 -2.85360488e-02
2.56615055e-01 -1.31173251e-01]
[ 7.36290532e-02 -2.96386155e-01 9.65995914e-02 4.92788835e-02
6.71499575e-02 -1.19402749e-01 8.41493743e-02 -9.99184774e-02
3.00863341e-02 1.36123981e-01]
[ -8.47184111e-02 3.11830524e-02 -2.67801288e-03 -1.59118762e-01
5.34708917e-02 2.37936362e-02 1.28417254e-01 -1.02915644e-01
-2.42461282e-02 -1.33878462e-01]
[ -1.14963957e-01 -8.25769003e-02 -7.09902938e-02 -1.09043545e-02
3.81077133e-01 1.02456390e-01 4.75287094e-02 -1.62211919e-02
-1.72631274e-01 -2.13705499e-01]
[ -1.56450021e-01 5.22730026e-03 6.21736137e-02 2.24536097e-02
-1.73961743e-01 -2.19982265e-01 -1.79225683e-01 -1.96963308e-01
8.76352615e-02 1.74907295e-01]
[ -2.33447034e-01 -2.18110940e-01 1.13779724e-01 2.60174324e-01
-9.66706612e-02 -7.92958459e-02 -5.16232924e-02 -2.56027428e-01
-2.22547581e-01 -1.77208030e-02]
[ 1.18131422e-01 -8.51570137e-02 -1.65256527e-02 1.28315494e-01
-3.31900272e-02 -8.93548600e-02 1.43246452e-01 4.34172160e-03
3.72086591e-02 2.48177976e-02]
[ 3.77180208e-02 -5.66741002e-02 -2.11063611e-01 1.49275898e-01
-4.30508184e-02 8.60186020e-02 -7.30584245e-02 -1.98607150e-02
-9.22850363e-02 -4.44532099e-03]
[ -1.29070286e-01 -7.88017525e-02 -2.06837999e-01 1.44731594e-01
2.26395436e-02 1.37729071e-01 2.71233654e-02 -2.50818155e-01
6.03046919e-02 -2.11789777e-01]
[ -7.29603192e-02 -4.26626974e-02 2.74640208e-01 9.35285178e-02
1.37666712e-01 -5.95884603e-02 -1.18394006e-01 1.20423216e-01
6.77781746e-02 2.70968481e-02]
[ 5.06887517e-02 -3.18283568e-02 8.58086131e-02 8.33501186e-02
8.71082085e-02 -1.58142369e-02 2.50225700e-01 1.20325106e-01
-3.60490562e-02 -7.06254103e-02]
[ 4.06767384e-03 -1.61960917e-01 -2.92538150e-01 -5.52565985e-02
2.18736603e-01 -8.95866489e-02 1.78602157e-01 1.63757986e-01
1.03412977e-01 -3.51091125e-02]
[ 5.31890435e-02 1.05409820e-03 -1.16106078e-01 4.63846479e-02
-9.51153626e-02 3.22164978e-01 2.51176415e-01 2.05383684e-01
-1.60129780e-01 -5.73549455e-02]
[ 3.45560546e-03 -1.73157370e-02 1.22055234e-01 1.05315387e-01
-5.43868987e-03 1.05816798e-01 -1.42039130e-01 -4.13617843e-02
2.10803454e-01 7.72758107e-02]
[ 1.07430431e-01 7.35944937e-02 -4.80926867e-02 -1.03734157e-01
-9.34605415e-02 -3.29051483e-01 1.13368907e-01 8.57984744e-03
1.39805434e-01 8.72366286e-02]
[ -1.00226111e-01 3.66210329e-03 -1.60171112e-02 2.06165924e-02
1.58116110e-02 -2.02721703e-01 -8.63102103e-02 -1.99072258e-02
1.33464180e-02 1.26311408e-01]
[ -1.38377174e-01 -5.51568704e-02 -1.94515937e-01 4.81643968e-03
-2.83891980e-01 -7.34634564e-03 -2.42827253e-02 -2.30573645e-02
9.69878252e-03 7.12469451e-02]
[ -2.70680053e-02 -6.46226267e-02 -7.33568614e-02 -1.23564143e-01
5.20307988e-01 2.74994515e-01 5.36562203e-01 1.13393120e-01
-1.78771314e-01 -3.70162262e-01]
[ -1.46626774e-02 -3.57380665e-01 -2.91075810e-02 -7.18869414e-02
6.56174679e-01 1.00682739e-01 4.97871504e-01 9.15725981e-02
2.98578186e-02 -3.79354676e-01]
[ 1.23493777e-02 -4.15777200e-01 -4.26308719e-02 -1.06870910e-01
6.76907252e-01 2.36131179e-02 4.68820805e-01 4.88300655e-02
-3.62552165e-01 -2.16464839e-01]
[ -1.60247943e-01 -5.51147862e-01 -5.43516247e-03 -1.92036188e-01
7.33732776e-01 -9.38113851e-02 5.81011776e-01 -8.17897260e-02
-5.91012418e-02 9.20336361e-02]
[ -2.82792796e-01 -3.58438526e-01 5.88598533e-02 -3.89752501e-02
8.98045640e-01 1.39793897e-01 3.80819296e-01 4.83243745e-02
-8.24286184e-02 -1.27523978e-01]
[ -1.91345154e-01 -2.54207199e-01 2.55813436e-01 -2.29356448e-01
6.21329251e-01 -4.84900256e-02 6.39918037e-01 1.41758843e-02
-2.45587440e-01 -1.55496428e-02]
[ -1.21033855e-01 -1.94637410e-01 -1.77045257e-01 -9.12626469e-02
4.58080899e-01 -2.33105723e-01 1.50597617e-01 1.69868819e-01
-1.83653722e-03 -1.08950855e-01]
[ 1.16580276e-01 2.49456456e-01 1.66505613e-01 -8.34657088e-02
-1.01769773e-01 4.74709840e-02 -1.57454508e-01 2.83895086e-01
8.06661551e-02 1.81747889e-01]
[ 3.49461903e-01 3.08740698e-01 -8.34598588e-02 3.15083967e-01
-8.92714207e-01 -2.87655141e-01 -4.70520764e-01 1.77845579e-01
3.80189833e-01 -3.74410920e-02]
[ 4.98165933e-02 1.48940408e-01 2.54059815e-01 2.54908187e-01
-7.04536766e-02 -1.96932634e-01 -1.86592282e-01 -1.32672829e-01
-1.36679378e-01 -2.83651070e-01]
[ 2.63439217e-02 -4.82036251e-02 -1.16994303e-01 -5.03454978e-02
2.36731006e-01 4.02033208e-02 -1.45192176e-02 -1.84139402e-01
3.74158006e-02 2.12252158e-01]
[ 6.88462844e-04 -5.45857895e-02 -6.65814995e-02 -5.04382790e-02
-1.73421175e-02 -1.76174526e-01 8.89518116e-02 1.01680474e-02
3.77667575e-02 7.32541737e-03]
[ 2.92840889e-02 6.80182036e-02 2.44765347e-01 7.49991689e-02
-2.28252361e-01 -1.34575608e-01 1.14289503e-01 3.97606830e-02
-1.85157458e-01 1.09692862e-01]
[ 6.71783732e-02 1.64375976e-02 1.05820502e-01 1.52466634e-03
-2.19142227e-01 7.12933375e-02 8.08273586e-02 -2.70984510e-01
-2.18203276e-02 -9.44242626e-02]
[ -1.50160987e-02 7.64370561e-02 8.30771241e-02 -3.41775688e-02
-2.06749214e-02 1.82926367e-01 1.11679195e-01 1.18328315e-01
-2.46278887e-02 1.69678572e-01]
[ 2.14833210e-01 4.86448143e-02 2.60408208e-02 7.34145519e-02
7.56281727e-02 -1.99419788e-02 -1.42747287e-01 1.47960245e-01
-6.05100883e-02 -2.71257477e-02]
[ 3.82772968e-02 -2.82448841e-02 1.51992412e-02 3.55185772e-02
-3.88344100e-01 -1.21148173e-01 -1.93104876e-01 4.09954158e-02
1.16108866e-01 1.89920068e-01]
[ 3.55539596e-02 5.19285851e-01 1.17491165e-01 4.00527046e-01
-1.05274732e+00 -3.02358412e-01 -6.13516285e-01 -7.33461532e-02
2.77245709e-01 3.22742508e-01]
[ 1.77156464e-01 5.11678063e-01 6.31495416e-02 4.15882285e-01
-8.41754092e-01 -8.29718128e-02 -4.49500220e-01 1.50721199e-01
2.02351147e-01 4.85318058e-01]
[ 2.57434663e-01 2.95539717e-01 2.45674624e-01 1.43046409e-01
-3.98759183e-01 8.15596788e-02 -2.05600339e-01 1.62585367e-01
2.36581579e-01 7.52765062e-02]
[ -7.49142606e-02 2.13265959e-01 2.41120887e-01 1.40425949e-02
-2.87597662e-02 1.31590152e-01 -9.24851836e-02 -1.52028314e-02
-3.49953896e-02 4.86223196e-02]
[ -9.66027921e-02 -4.92765755e-03 2.56544910e-02 9.49069758e-02
-5.49432810e-02 1.15691616e-01 2.55109511e-01 2.04232715e-02
-2.73513282e-01 -9.17800021e-02]
[ -2.20315532e-01 -2.25399327e-02 -9.33165829e-02 -3.45023667e-01
1.84107873e-01 1.20131135e-01 1.03518011e-01 1.03497279e-01
-2.08253808e-01 3.12348589e-02]
[ 1.14225015e-02 -3.70468308e-01 -1.26826158e-01 -1.60891700e-01
3.69718259e-01 2.59653154e-02 1.70986117e-01 1.52639198e-01
-1.64483479e-01 -2.19794469e-01]
[ 1.40326138e-01 -1.80183763e-01 -1.42237966e-01 -3.39964971e-03
1.14747469e-01 -5.84354629e-02 1.48341931e-02 -1.49339189e-01
1.30819110e-01 -1.17127666e-01]
[ -1.19388783e-01 1.22583960e-01 2.59571330e-01 -1.99918213e-02
1.76283247e-01 8.63491737e-02 5.82272613e-03 -2.98371472e-01
-1.20001976e-01 -6.25230306e-02]
[ -3.53069768e-01 6.41783506e-02 1.04561083e-02 -3.48790728e-02
1.62450480e-01 -1.69448773e-01 -1.57900040e-02 2.34398395e-01
-9.51207369e-02 7.07942582e-02]
[ 1.48398667e-01 7.79379591e-02 -2.37034789e-01 -8.98317923e-02
1.20175554e-01 -2.94023651e-01 2.84565001e-02 -1.68056039e-01
-2.19949617e-03 -1.89730611e-01]
[ 2.09396357e-01 -1.61963686e-01 6.14301070e-02 -2.71608931e-02
9.11940472e-02 -3.16684657e-02 1.20581005e-02 -1.37188529e-01
1.09278235e-01 -1.83823962e-01]
[ -1.04442876e-01 -4.47463281e-02 1.21326196e-01 1.09101895e-01
4.20887959e-02 -1.12502096e-01 2.43014266e-01 -7.74126610e-02
1.85122430e-01 -3.23114193e-03]
[ 6.01821328e-03 -1.63526025e-01 2.06771270e-01 -2.35067657e-01
3.95599336e-02 1.11880096e-01 4.43860065e-02 -1.14848887e-01
2.77413053e-02 2.31316481e-01]]
[[ 0.5907581 ]
[ 1.48369504]
[ 0.27407826]
[ 0.84837362]
[-2.61501317]
[-0.27418817]
[-1.54890072]
[ 0.05267232]
[ 0.65913482]
[ 0.87841333]]
Progress: 24.6% ... Training loss: 0.295 ... Validation loss: 0.465[[ 1.61860818e-01 2.05380496e-01 -1.09119070e-01 1.06972984e-01
-5.13579608e-01 -7.07331441e-02 -5.57977721e-02 1.23145157e-01
-6.75459656e-02 1.86467871e-01]
[ 1.27251139e-02 1.59621509e-01 -2.05108027e-02 3.95962289e-02
1.03088028e-01 -5.03234163e-03 3.07854900e-01 4.11800070e-02
1.37721101e-01 -3.11573808e-02]
[ 1.81084036e-01 5.02443804e-01 1.69340861e-02 2.70046747e-02
2.28659597e-01 -3.72037346e-02 -5.78960673e-01 -3.72861925e-02
7.21855915e-02 2.94325456e-01]
[ -1.31745526e-02 -3.00428576e-01 -2.32936904e-01 4.87380010e-02
-1.18672006e-02 1.59465474e-01 1.29754387e-01 5.65666103e-02
3.01689708e-02 1.43320693e-01]
[ -7.74716150e-03 1.49047673e-01 -1.45334673e-01 4.43246382e-02
6.56648180e-02 -1.79913738e-01 4.79804155e-02 -1.19224168e-01
-1.84615598e-01 -3.70982736e-04]
[ -3.52657781e-01 -4.19058026e-01 -2.85817612e-01 1.69262752e-01
1.10680888e-01 3.95204518e-02 1.09209746e-01 -3.51547926e-02
1.77981545e-03 2.70553631e-02]
[ -7.81039099e-03 -1.92811279e-01 7.81896803e-03 8.57391418e-02
3.55567847e-03 -6.93480999e-02 1.86023924e-01 -1.90481099e-01
1.84374644e-01 2.40298026e-02]
[ 1.18437535e-01 -2.21089755e-01 3.60772829e-02 -6.12236442e-02
9.46359492e-02 -4.89599274e-02 5.46814941e-02 1.21548228e-01
8.18756449e-02 -1.69584097e-02]
[ -1.73220042e-01 -1.00879998e-01 -3.05659134e-01 -2.48149880e-02
6.66956723e-03 7.06700228e-02 -1.87559355e-01 -2.85039221e-02
2.56970803e-01 -1.30595178e-01]
[ 7.62976627e-02 -2.89849847e-01 9.78654786e-02 5.31995572e-02
5.51446961e-02 -1.20607205e-01 7.77839319e-02 -9.96764154e-02
3.30531819e-02 1.40125688e-01]
[ -8.43499393e-02 3.17059451e-02 -2.51276734e-03 -1.58584504e-01
5.15350978e-02 2.36367603e-02 1.27685292e-01 -1.02883849e-01
-2.38828712e-02 -1.33312007e-01]
[ -1.13905058e-01 -8.03070369e-02 -7.04829111e-02 -9.33898124e-03
3.76595405e-01 1.01942151e-01 4.50335457e-02 -1.61200888e-02
-1.71384046e-01 -2.12053044e-01]
[ -1.56450021e-01 5.22730026e-03 6.21736137e-02 2.24536097e-02
-1.73961743e-01 -2.19982265e-01 -1.79225683e-01 -1.96963308e-01
8.76352615e-02 1.74907295e-01]
[ -2.33545620e-01 -2.18412256e-01 1.13740621e-01 2.60067316e-01
-9.63625278e-02 -7.92535350e-02 -5.12516849e-02 -2.56035683e-01
-2.22668192e-01 -1.78621115e-02]
[ 1.18041834e-01 -8.54432019e-02 -1.65453904e-02 1.28282243e-01
-3.33059628e-02 -8.93387054e-02 1.43729101e-01 4.33699681e-03
3.71011471e-02 2.47057457e-02]
[ 3.84998364e-02 -5.50251248e-02 -2.10719676e-01 1.50286920e-01
-4.56945443e-02 8.57068395e-02 -7.46455957e-02 -1.97916451e-02
-9.14144338e-02 -3.33796847e-03]
[ -1.27968525e-01 -7.59459759e-02 -2.06323935e-01 1.46345807e-01
1.78496892e-02 1.37195237e-01 2.40388810e-02 -2.50721614e-01
6.14697837e-02 -2.10074775e-01]
[ -7.25675958e-02 -4.17134449e-02 2.74809869e-01 9.41349059e-02
1.35709593e-01 -5.97620834e-02 -1.19343345e-01 1.20460183e-01
6.82245291e-02 2.76433403e-02]
[ 5.15400628e-02 -3.04292833e-02 8.61725870e-02 8.43514558e-02
8.37419963e-02 -1.61268723e-02 2.48454168e-01 1.20395096e-01
-3.51553423e-02 -6.94610042e-02]
[ 4.68356901e-03 -1.60377139e-01 -2.92225697e-01 -5.43059315e-02
2.16019880e-01 -8.98810081e-02 1.77005863e-01 1.63816557e-01
1.04148311e-01 -3.42133191e-02]
[ 5.33986448e-02 1.64257125e-03 -1.15974631e-01 4.68409672e-02
-9.68335411e-02 3.22008892e-01 2.50558116e-01 2.05412966e-01
-1.59752423e-01 -5.68737661e-02]
[ 3.68454386e-03 -1.66836776e-02 1.22166339e-01 1.05656484e-01
-6.48992047e-03 1.05696724e-01 -1.42681915e-01 -4.13410734e-02
2.11026022e-01 7.76631354e-02]
[ 1.07697257e-01 7.42244494e-02 -4.79713839e-02 -1.03367783e-01
-9.43881279e-02 -3.29157039e-01 1.12727764e-01 8.60022587e-03
1.40071835e-01 8.76142898e-02]
[ -1.00422845e-01 3.17878675e-03 -1.60959581e-02 2.03574469e-02
1.67831160e-02 -2.02644941e-01 -8.57692645e-02 -1.99226330e-02
1.31541589e-02 1.26045727e-01]
[ -1.38345158e-01 -5.50443296e-02 -1.94507675e-01 4.88873262e-03
-2.84307836e-01 -7.34921308e-03 -2.43794471e-02 -2.30555279e-02
9.71907737e-03 7.13113920e-02]
[ -2.73000119e-02 -6.52915944e-02 -7.34737674e-02 -1.23925111e-01
5.21397162e-01 2.75112586e-01 5.37299066e-01 1.13371585e-01
-1.79064029e-01 -3.70541918e-01]
[ -1.48005086e-02 -3.57709213e-01 -2.91714671e-02 -7.20872388e-02
6.56644834e-01 1.00746062e-01 4.98229888e-01 9.15612973e-02
2.97035617e-02 -3.79561342e-01]
[ 1.20224022e-02 -4.16513507e-01 -4.27753051e-02 -1.07333615e-01
6.78239907e-01 2.37604899e-02 4.69668899e-01 4.88017768e-02
-3.62918792e-01 -2.16936313e-01]
[ -1.60330034e-01 -5.51308126e-01 -5.47409695e-03 -1.92156414e-01
7.34080259e-01 -9.37732770e-02 5.81191189e-01 -8.17971351e-02
-5.91924705e-02 9.19119536e-02]
[ -2.82878934e-01 -3.58723612e-01 5.88192429e-02 -3.90974224e-02
8.98330062e-01 1.39824119e-01 3.81075668e-01 4.83167017e-02
-8.25227336e-02 -1.27649275e-01]
[ -1.91351173e-01 -2.54187960e-01 2.55821818e-01 -2.29311904e-01
6.21423102e-01 -4.85067416e-02 6.39860129e-01 1.41784149e-02
-2.45548940e-01 -1.54605959e-02]
[ -1.20976991e-01 -1.94660736e-01 -1.77024772e-01 -9.11680138e-02
4.57828150e-01 -2.33135313e-01 1.50546525e-01 1.69874544e-01
-1.75750037e-03 -1.08873223e-01]
[ 1.16736935e-01 2.49942291e-01 1.66589586e-01 -8.31956325e-02
-1.02572854e-01 4.73868769e-02 -1.57928021e-01 2.83911897e-01
8.08623638e-02 1.82012031e-01]
[ 3.49748767e-01 3.09446205e-01 -8.33424274e-02 3.15447961e-01
-8.93617478e-01 -2.87762931e-01 -4.71253584e-01 1.77870776e-01
3.80508037e-01 -3.70263518e-02]
[ 4.97476782e-02 1.48842555e-01 2.54038458e-01 2.54844224e-01
-7.02976681e-02 -1.96911601e-01 -1.86567849e-01 -1.32678165e-01
-1.36737680e-01 -2.83725732e-01]
[ 2.64020475e-02 -4.80575700e-02 -1.16964189e-01 -5.03074490e-02
2.36613301e-01 4.01771872e-02 -1.46934817e-02 -1.84142861e-01
3.74436468e-02 2.12387153e-01]
[ 1.33467995e-03 -5.31810874e-02 -6.62856838e-02 -4.95037489e-02
-2.01759898e-02 -1.76484704e-01 8.72857225e-02 1.02253343e-02
3.84379345e-02 8.26554059e-03]
[ 2.91153852e-02 6.76079881e-02 2.44686117e-01 7.47487092e-02
-2.27537167e-01 -1.34497309e-01 1.14716850e-01 3.97451003e-02
-1.85351777e-01 1.09436882e-01]
[ 6.68058886e-02 1.56260823e-02 1.05642265e-01 9.49824001e-04
-2.17400286e-01 7.14656545e-02 8.17939328e-02 -2.71019762e-01
-2.22673449e-02 -9.49914624e-02]
[ -1.41613564e-02 7.85509095e-02 8.34907379e-02 -3.29156684e-02
-2.44383397e-02 1.82520972e-01 1.09412988e-01 1.18406623e-01
-2.37097294e-02 1.71008568e-01]
[ 2.15011191e-01 4.90825505e-02 2.61224510e-02 7.36730627e-02
7.48334696e-02 -2.00195606e-02 -1.43215980e-01 1.47975533e-01
-6.03202214e-02 -2.68615208e-02]
[ 3.85138425e-02 -2.75779139e-02 1.52534418e-02 3.58058214e-02
-3.89173235e-01 -1.21224803e-01 -1.93402889e-01 4.10136759e-02
1.16319408e-01 1.90091150e-01]
[ 3.71583115e-02 5.22469993e-01 1.18210245e-01 4.02638423e-01
-1.05918861e+00 -3.02974902e-01 -6.16807288e-01 -7.32073020e-02
2.79003455e-01 3.24961763e-01]
[ 1.77331237e-01 5.11757960e-01 6.32514209e-02 4.16166513e-01
-8.43041761e-01 -8.30524404e-02 -4.49857259e-01 1.50737454e-01
2.02554291e-01 4.85642298e-01]
[ 2.58271476e-01 2.98062956e-01 2.46123226e-01 1.44505967e-01
-4.03087969e-01 8.10886887e-02 -2.08065594e-01 1.62674309e-01
2.37674304e-01 7.67362031e-02]
[ -7.50835274e-02 2.12844557e-01 2.41040809e-01 1.37896202e-02
-2.79669613e-02 1.31671357e-01 -9.20888588e-02 -1.52179521e-02
-3.51860654e-02 4.83617018e-02]
[ -9.61099117e-02 -3.63499606e-03 2.58948200e-02 9.56688617e-02
-5.72518024e-02 1.15446978e-01 2.53924938e-01 2.04703421e-02
-2.72938889e-01 -9.10228522e-02]
[ -2.20264375e-01 -2.24838031e-02 -9.32916243e-02 -3.44944698e-01
1.83879324e-01 1.20107502e-01 1.03413981e-01 1.03502110e-01
-2.08192600e-01 3.13124302e-02]
[ 1.15349378e-02 -3.70311725e-01 -1.26764466e-01 -1.60712287e-01
3.69164534e-01 2.59102944e-02 1.70790243e-01 1.52649759e-01
-1.64355644e-01 -2.19634514e-01]
[ 1.41190164e-01 -1.78168029e-01 -1.41824542e-01 -2.03106768e-03
1.10415115e-01 -5.88668151e-02 1.26351890e-02 -1.49262879e-01
1.31725136e-01 -1.15827121e-01]
[ -1.19236410e-01 1.22769553e-01 2.59661655e-01 -1.97414954e-02
1.75508113e-01 8.62669531e-02 5.74161056e-03 -2.98355276e-01
-1.19840417e-01 -6.22708391e-02]
[ -3.52647779e-01 6.47615327e-02 1.06811696e-02 -3.42792151e-02
1.60832080e-01 -1.69649748e-01 -1.64884195e-02 2.34438278e-01
-9.46381344e-02 7.12877940e-02]
[ 1.49548878e-01 8.02919944e-02 -2.36478046e-01 -8.82561351e-02
1.15497913e-01 -2.94515498e-01 2.58567414e-02 -1.67949473e-01
-8.70650696e-04 -1.87965389e-01]
[ 2.10136958e-01 -1.59708765e-01 6.18093170e-02 -2.59115238e-02
8.74014037e-02 -3.20841614e-02 9.90817672e-03 -1.37110558e-01
1.10230485e-01 -1.82519403e-01]
[ -1.04863718e-01 -4.56751106e-02 1.21067546e-01 1.08338929e-01
4.42851020e-02 -1.12235208e-01 2.44162774e-01 -7.74592312e-02
1.84567132e-01 -3.89828932e-03]
[ 7.20583446e-03 -1.60661642e-01 2.07303673e-01 -2.33328179e-01
3.41370161e-02 1.11359730e-01 4.13731492e-02 -1.14744284e-01
2.90426541e-02 2.33088190e-01]]
[[ 0.60848621]
[ 1.50304095]
[ 0.28998099]
[ 0.86552745]
[-2.60269402]
[-0.2625978 ]
[-1.53837108]
[ 0.06568682]
[ 0.67676463]
[ 0.89572491]]
Progress: 24.7% ... Training loss: 0.300 ... Validation loss: 0.460[[ 1.60371480e-01 2.02079314e-01 -1.09742683e-01 1.04959589e-01
-5.08044281e-01 -7.01376934e-02 -5.26341995e-02 1.23005161e-01
-6.88879599e-02 1.84451907e-01]
[ 1.25911727e-02 1.59288662e-01 -2.05660877e-02 3.94252370e-02
1.03518131e-01 -4.97784110e-03 3.08195566e-01 4.11665568e-02
1.37581949e-01 -3.13328479e-02]
[ 1.80461378e-01 5.01357318e-01 1.66911110e-02 2.59497070e-02
2.30637354e-01 -3.68513774e-02 -5.77834253e-01 -3.73444031e-02
7.16103667e-02 2.93573351e-01]
[ -1.29092223e-02 -2.99640831e-01 -2.32791221e-01 4.91098522e-02
-1.30025392e-02 1.59364244e-01 1.29496489e-01 5.66038701e-02
3.05740329e-02 1.43832631e-01]
[ -3.71929731e-03 1.58138230e-01 -1.43365042e-01 5.01774184e-02
4.95828972e-02 -1.81736392e-01 3.74488378e-02 -1.18769970e-01
-1.79970738e-01 5.27867937e-03]
[ -3.53996215e-01 -4.22583203e-01 -2.86412926e-01 1.67506322e-01
1.15930310e-01 4.00547776e-02 1.12822612e-01 -3.52933228e-02
3.69238812e-04 2.51049605e-02]
[ -8.77894164e-03 -1.95371184e-01 7.32523508e-03 8.43217342e-02
7.15930404e-03 -6.89133798e-02 1.88189131e-01 -1.90589683e-01
1.83355899e-01 2.26703545e-02]
[ 1.18107932e-01 -2.21513357e-01 3.60055448e-02 -6.15526733e-02
9.51518837e-02 -4.88512173e-02 5.54889410e-02 1.21538148e-01
8.16859562e-02 -1.73829826e-02]
[ -1.74042779e-01 -1.02866586e-01 -3.06036111e-01 -2.59920469e-02
9.86412370e-03 7.10234749e-02 -1.85429140e-01 -2.85940985e-02
2.56101128e-01 -1.31769228e-01]
[ 7.30637294e-02 -2.97314548e-01 9.64212298e-02 4.88752807e-02
6.63162737e-02 -1.19272405e-01 8.57117788e-02 -1.00000766e-01
2.98605770e-02 1.35713214e-01]
[ -8.46833510e-02 3.04512471e-02 -2.70090500e-03 -1.59200918e-01
5.38359635e-02 2.38020837e-02 1.28736299e-01 -1.02925873e-01
-2.43350719e-02 -1.34039502e-01]
[ -1.13797039e-01 -8.00829097e-02 -7.03882865e-02 -9.07821636e-03
3.75686500e-01 1.01873236e-01 4.47704267e-02 -1.61010852e-02
-1.71227925e-01 -2.11821549e-01]
[ -1.56450021e-01 5.22730026e-03 6.21736137e-02 2.24536097e-02
-1.73961743e-01 -2.19982265e-01 -1.79225683e-01 -1.96963308e-01
8.76352615e-02 1.74907295e-01]
[ -2.33919902e-01 -2.19240867e-01 1.13580528e-01 2.59662585e-01
-9.53428840e-02 -7.91458728e-02 -5.03371980e-02 -2.56068403e-01
-2.23034044e-01 -1.84154611e-02]
[ 1.17345614e-01 -8.72562094e-02 -1.68458421e-02 1.27408925e-01
-3.07988083e-02 -8.90531969e-02 1.45635155e-01 4.26571985e-03
3.63677469e-02 2.37267431e-02]
[ 3.80786084e-02 -5.62475845e-02 -2.10925022e-01 1.49587877e-01
-4.33077979e-02 8.59081023e-02 -7.35496476e-02 -1.98423370e-02
-9.18872594e-02 -3.97733631e-03]
[ -1.28233888e-01 -7.65621135e-02 -2.06469795e-01 1.45957352e-01
1.91399012e-02 1.37311265e-01 2.46124977e-02 -2.50751380e-01
6.11626791e-02 -2.10499864e-01]
[ -7.34627132e-02 -4.40988314e-02 2.74377686e-01 9.28058557e-02
1.38920876e-01 -5.93499448e-02 -1.17163200e-01 1.20357935e-01
6.72746494e-02 2.64542704e-02]
[ 5.14119988e-02 -3.07715983e-02 8.61204779e-02 8.42532342e-02
8.35884078e-02 -1.60922067e-02 2.48724151e-01 1.20389745e-01
-3.52374581e-02 -6.95946685e-02]
[ 5.40024208e-03 -1.58458158e-01 -2.91868366e-01 -5.32001409e-02
2.12492655e-01 -9.01797501e-02 1.75086336e-01 1.63902533e-01
1.05002723e-01 -3.30585452e-02]
[ 5.30089211e-02 6.18227551e-04 -1.16138562e-01 4.62890453e-02
-9.51186563e-02 3.22165725e-01 2.51481278e-01 2.05374607e-01
-1.60166993e-01 -5.75560858e-02]
[ 3.20040370e-03 -1.75162086e-02 1.21967279e-01 1.04971606e-01
-4.54378486e-03 1.05883350e-01 -1.41349312e-01 -4.13859736e-02
2.10577453e-01 7.69723983e-02]
[ 1.07117101e-01 7.28493571e-02 -4.82315587e-02 -1.04213389e-01
-9.19042420e-02 -3.28908333e-01 1.14175929e-01 8.53745487e-03
1.39418305e-01 8.67590550e-02]
[ -1.00223431e-01 3.53688958e-03 -1.60016016e-02 2.06464854e-02
1.60153635e-02 -2.02728078e-01 -8.61484212e-02 -1.99020374e-02
1.33790741e-02 1.26343766e-01]
[ -1.38486277e-01 -5.53768021e-02 -1.94577916e-01 4.68920048e-03
-2.83855677e-01 -7.28555719e-03 -2.40091926e-02 -2.30713836e-02
9.57891197e-03 7.10979405e-02]
[ -2.73340616e-02 -6.54901385e-02 -7.34851228e-02 -1.23965171e-01
5.21446070e-01 2.75126764e-01 5.37466735e-01 1.13368387e-01
-1.79088840e-01 -3.70606755e-01]
[ -1.49205714e-02 -3.58137776e-01 -2.92511806e-02 -7.22794462e-02
6.57281395e-01 1.00802561e-01 4.98667689e-01 9.15465964e-02
2.95654748e-02 -3.79783153e-01]
[ 1.14342289e-02 -4.17791795e-01 -4.30467727e-02 -1.08181379e-01
6.80604751e-01 2.40060367e-02 4.71058638e-01 4.87400905e-02
-3.63569964e-01 -2.17785478e-01]
[ -1.60523487e-01 -5.51784327e-01 -5.56372010e-03 -1.92430809e-01
7.34849886e-01 -9.36929406e-02 5.81636311e-01 -8.18164805e-02
-5.94030315e-02 9.16354391e-02]
[ -2.83287359e-01 -3.60021792e-01 5.86785440e-02 -3.95343180e-02
8.99090330e-01 1.39958548e-01 3.82275320e-01 4.82833816e-02
-8.28510325e-02 -1.28100544e-01]
[ -1.91417780e-01 -2.54385792e-01 2.55793953e-01 -2.29395711e-01
6.21631527e-01 -4.84822480e-02 6.40015931e-01 1.41738116e-02
-2.45613238e-01 -1.55400573e-02]
[ -1.21717771e-01 -1.96462123e-01 -1.77379872e-01 -9.22366651e-02
4.61000318e-01 -2.32812701e-01 1.52487609e-01 1.69796325e-01
-2.55388621e-03 -1.09857789e-01]
[ 1.16571581e-01 2.49804335e-01 1.66504084e-01 -8.34448696e-02
-1.01841760e-01 4.74620737e-02 -1.57594355e-01 2.83892461e-01
8.06641733e-02 1.81748320e-01]
[ 3.49132496e-01 3.07765897e-01 -8.36607399e-02 3.14527480e-01
-8.91374646e-01 -2.87475819e-01 -4.69719390e-01 1.77797290e-01
3.79856347e-01 -3.78493606e-02]
[ 4.96663135e-02 1.48631854e-01 2.54001356e-01 2.54725563e-01
-6.99369540e-02 -1.96877441e-01 -1.86352978e-01 -1.32687107e-01
-1.36829750e-01 -2.83848153e-01]
[ 2.65617106e-02 -4.76426541e-02 -1.16892076e-01 -5.00862851e-02
2.35788946e-01 4.01087326e-02 -1.50546534e-02 -1.84129284e-01
3.75943343e-02 2.12638838e-01]
[ 1.15283265e-03 -5.36299900e-02 -6.63721290e-02 -4.97612563e-02
-1.94335053e-02 -1.76406177e-01 8.77083248e-02 1.02067723e-02
3.82460012e-02 8.00988246e-03]
[ 2.85084016e-02 6.63915460e-02 2.44411066e-01 7.38416713e-02
-2.24966653e-01 -1.34219795e-01 1.16150339e-01 3.96762881e-02
-1.86044749e-01 1.08487393e-01]
[ 6.69853997e-02 1.60968769e-02 1.05752376e-01 1.27234075e-03
-2.18386600e-01 7.13689464e-02 8.12718905e-02 -2.70995235e-01
-2.20225067e-02 -9.47272222e-02]
[ -1.51063214e-02 7.62463528e-02 8.30564858e-02 -3.42901460e-02
-2.04410098e-02 1.82933820e-01 1.11735859e-01 1.18304044e-01
-2.47655928e-02 1.69624007e-01]
[ 2.15268929e-01 4.97406632e-02 2.62607094e-02 7.40695269e-02
7.35979399e-02 -2.01286618e-02 -1.43868501e-01 1.48006523e-01
-5.99965085e-02 -2.64478693e-02]
[ 3.81967797e-02 -2.83961671e-02 1.50948348e-02 3.53713512e-02
-3.87857581e-01 -1.21112699e-01 -1.92628604e-01 4.09809151e-02
1.15976538e-01 1.89622806e-01]
[ 3.78091495e-02 5.23811962e-01 1.18532083e-01 4.03525358e-01
-1.06165879e+00 -3.03222518e-01 -6.18155596e-01 -7.31379580e-02
2.79731952e-01 3.25910140e-01]
[ 1.77372221e-01 5.12090938e-01 6.33368396e-02 4.16414329e-01
-8.43629223e-01 -8.31273521e-02 -4.49951754e-01 1.50756850e-01
2.02704068e-01 4.85572607e-01]
[ 2.58858558e-01 2.99496409e-01 2.46404811e-01 1.45426007e-01
-4.05732252e-01 8.08159027e-02 -2.09618734e-01 1.62745041e-01
2.38383383e-01 7.76583141e-02]
[ -7.53524796e-02 2.12269680e-01 2.40896334e-01 1.33259685e-02
-2.66175091e-02 1.31814604e-01 -9.15146183e-02 -1.52526542e-02
-3.55392194e-02 4.79272702e-02]
[ -9.59348191e-02 -3.22402718e-03 2.59720345e-02 9.59851228e-02
-5.81292183e-02 1.15355326e-01 2.53401572e-01 2.04927191e-02
-2.72712305e-01 -9.07085152e-02]
[ -2.20230162e-01 -2.24239789e-02 -9.32941575e-02 -3.44947773e-01
1.83914480e-01 1.20107087e-01 1.03311928e-01 1.03502051e-01
-2.08188135e-01 3.13159320e-02]
[ 1.13248423e-02 -3.70859020e-01 -1.26870663e-01 -1.61031030e-01
3.70047581e-01 2.60043444e-02 1.71315985e-01 1.52625857e-01
-1.64589615e-01 -2.19961953e-01]
[ 1.41661905e-01 -1.76600335e-01 -1.41595325e-01 -1.22648238e-03
1.07902487e-01 -5.90539252e-02 1.13223249e-02 -1.49209818e-01
1.32252523e-01 -1.15145790e-01]
[ -1.19902944e-01 1.20882873e-01 2.59394271e-01 -2.06999186e-02
1.78382552e-01 8.65436121e-02 7.31371146e-03 -2.98422425e-01
-1.20498399e-01 -6.32495209e-02]
[ -3.53445752e-01 6.25788838e-02 1.03282808e-02 -3.54011409e-02
1.63920769e-01 -1.69316764e-01 -1.44515484e-02 2.34358750e-01
-9.55015860e-02 7.01525628e-02]
[ 1.48559307e-01 7.78604946e-02 -2.36937654e-01 -8.96431597e-02
1.19087079e-01 -2.94087770e-01 2.85423830e-02 -1.68055957e-01
-1.94178322e-03 -1.89455122e-01]
[ 2.09892532e-01 -1.59954331e-01 6.17524394e-02 -2.61616125e-02
8.83251739e-02 -3.20370910e-02 1.05240985e-02 -1.37122415e-01
1.10081651e-01 -1.82905839e-01]
[ -1.05423911e-01 -4.71659950e-02 1.20782802e-01 1.07521513e-01
4.64497102e-02 -1.11995220e-01 2.45650087e-01 -7.75212196e-02
1.83935664e-01 -4.72925672e-03]
[ 6.53346533e-03 -1.62487330e-01 2.06958195e-01 -2.34277811e-01
3.65725107e-02 1.11653618e-01 4.30038989e-02 -1.14817709e-01
2.83994484e-02 2.32319435e-01]]
[[ 0.59838322]
[ 1.49638707]
[ 0.27790391]
[ 0.85443825]
[-2.61540847]
[-0.27323086]
[-1.55123685]
[ 0.05441151]
[ 0.66455274]
[ 0.88404763]]
Progress: 24.8% ... Training loss: 0.294 ... Validation loss: 0.456[[ 1.62662909e-01 2.08465663e-01 -1.08491696e-01 1.08939185e-01
-5.18505851e-01 -7.12711273e-02 -5.87983358e-02 1.23236626e-01
-6.61099138e-02 1.88264919e-01]
[ 1.25906485e-02 1.59246725e-01 -2.05507106e-02 3.95239567e-02
1.03305465e-01 -4.99697223e-03 3.08309310e-01 4.11696026e-02
1.37585379e-01 -3.13568427e-02]
[ 1.84680026e-01 5.12860035e-01 1.86600165e-02 3.21591254e-02
2.13965505e-01 -3.88280753e-02 -5.89386332e-01 -3.69398665e-02
7.64476125e-02 3.00302889e-01]
[ -1.44975692e-02 -3.03006693e-01 -2.33487688e-01 4.61855848e-02
-3.74348338e-03 1.60319105e-01 1.33469929e-01 5.64188247e-02
2.86388137e-02 1.41469345e-01]
[ -6.68891342e-03 1.50884965e-01 -1.44781773e-01 4.58138652e-02
6.17505700e-02 -1.80347492e-01 4.52279003e-02 -1.19024078e-01
-1.83491705e-01 5.33382731e-04]
[ -3.55743389e-01 -4.27143054e-01 -2.87131092e-01 1.65490999e-01
1.21670136e-01 4.07425497e-02 1.17749168e-01 -3.54385297e-02
-1.50948304e-03 2.24838847e-02]
[ -8.02678343e-03 -1.93014252e-01 7.67187495e-03 8.54883854e-02
3.66889509e-03 -6.92800225e-02 1.85917467e-01 -1.90514296e-01
1.84208406e-01 2.38740327e-02]
[ 1.19721569e-01 -2.17222441e-01 3.69163134e-02 -5.87612303e-02
8.79563665e-02 -4.97132034e-02 5.13394545e-02 1.21709721e-01
8.37486850e-02 -1.46037730e-02]
[ -1.74720820e-01 -1.04928755e-01 -3.06293744e-01 -2.69928965e-02
1.28018091e-02 7.13310518e-02 -1.83295059e-01 -2.86568640e-02
2.55409859e-01 -1.32780973e-01]
[ 7.23980430e-02 -2.98561539e-01 9.62244393e-02 4.85395994e-02
6.68754915e-02 -1.19143233e-01 8.72663876e-02 -1.00026736e-01
2.94077664e-02 1.34916638e-01]
[ -8.34583987e-02 3.33683046e-02 -1.94443547e-03 -1.57114079e-01
4.85503521e-02 2.31343661e-02 1.26020671e-01 -1.02800094e-01
-2.27994207e-02 -1.31880956e-01]
[ -1.14415723e-01 -8.17271485e-02 -7.06663562e-02 -9.88745291e-03
3.78404479e-01 1.02178502e-01 4.65709326e-02 -1.61619056e-02
-1.71965522e-01 -2.12833452e-01]
[ -1.56450021e-01 5.22730026e-03 6.21736137e-02 2.24536097e-02
-1.73961743e-01 -2.19982265e-01 -1.79225683e-01 -1.96963308e-01
8.76352615e-02 1.74907295e-01]
[ -2.35010929e-01 -2.21966126e-01 1.13167947e-01 2.58522839e-01
-9.20918451e-02 -7.87233538e-02 -4.72879994e-02 -2.56156043e-01
-2.24167076e-01 -2.00095104e-02]
[ 1.16566674e-01 -8.91946441e-02 -1.72034363e-02 1.26398294e-01
-2.79039654e-02 -8.87491106e-02 1.47625265e-01 4.19936937e-03
3.55113692e-02 2.25575912e-02]
[ 3.79762594e-02 -5.64660267e-02 -2.10963322e-01 1.49434817e-01
-4.27681597e-02 8.59558268e-02 -7.32778321e-02 -1.98503971e-02
-9.20108037e-02 -4.16075178e-03]
[ -1.27821602e-01 -7.55729966e-02 -2.06273168e-01 1.46563416e-01
1.73174776e-02 1.37108581e-01 2.36257779e-02 -2.50715739e-01
6.16127240e-02 -2.09880064e-01]
[ -7.31149553e-02 -4.28566005e-02 2.74535645e-01 9.32959513e-02
1.37478292e-01 -5.94892798e-02 -1.18274199e-01 1.20392442e-01
6.76466544e-02 2.70762446e-02]
[ 5.17141010e-02 -2.99876512e-02 8.62355734e-02 8.47564043e-02
8.19669642e-02 -1.62516315e-02 2.47786666e-01 1.20421406e-01
-3.48567033e-02 -6.91487267e-02]
[ 5.92584079e-03 -1.57144194e-01 -2.91570847e-01 -5.23249361e-02
2.09930836e-01 -9.04324682e-02 1.73973066e-01 1.63957102e-01
1.05623917e-01 -3.22563448e-02]
[ 5.39184635e-02 3.17828022e-03 -1.15614409e-01 4.79335931e-02
-9.89108692e-02 3.21645480e-01 2.48871808e-01 2.05476133e-01
-1.58932067e-01 -5.58587410e-02]
[ 4.09937783e-03 -1.56188429e-02 1.22390545e-01 1.06228543e-01
-8.02164526e-03 1.05479907e-01 -1.43285167e-01 -4.13078643e-02
2.11510181e-01 7.82796418e-02]
[ 1.06446382e-01 7.12234411e-02 -4.85116166e-02 -1.05188660e-01
-8.92386290e-02 -3.28608483e-01 1.15915633e-01 8.47788142e-03
1.38737592e-01 8.57718788e-02]
[ -1.00675557e-01 2.30761219e-03 -1.62088222e-02 2.00404743e-02
1.77487739e-02 -2.02533063e-01 -8.50133920e-02 -1.99430803e-02
1.29515561e-02 1.25706836e-01]
[ -1.38846796e-01 -5.64003220e-02 -1.94715173e-01 4.13982286e-03
-2.82230292e-01 -7.11018144e-03 -2.28617641e-02 -2.31057435e-02
9.15368813e-03 7.05242249e-02]
[ -2.72771759e-02 -6.54274239e-02 -7.34497753e-02 -1.23831930e-01
5.21073789e-01 2.75086553e-01 5.37579255e-01 1.13375467e-01
-1.79004540e-01 -3.70587501e-01]
[ -1.50687281e-02 -3.58610617e-01 -2.93116788e-02 -7.24734943e-02
6.57768421e-01 1.00863764e-01 4.99113549e-01 9.15350207e-02
2.94125537e-02 -3.79988348e-01]
[ 1.13041566e-02 -4.18169157e-01 -4.31157696e-02 -1.08384716e-01
6.81281077e-01 2.40711087e-02 4.71419520e-01 4.87268529e-02
-3.63716410e-01 -2.17995458e-01]
[ -1.60926760e-01 -5.52661026e-01 -5.73895587e-03 -1.93010506e-01
7.36524982e-01 -9.35092814e-02 5.82653740e-01 -8.18521949e-02
-5.98482139e-02 9.11078788e-02]
[ -2.82872360e-01 -3.59381618e-01 5.89273841e-02 -3.87765345e-02
8.97026199e-01 1.39709765e-01 3.81340327e-01 4.83295374e-02
-8.22843607e-02 -1.27346578e-01]
[ -1.91487012e-01 -2.54602865e-01 2.55760964e-01 -2.29493848e-01
6.21979595e-01 -4.84466394e-02 6.40229823e-01 1.41662937e-02
-2.45694908e-01 -1.56233724e-02]
[ -1.22053709e-01 -1.97161089e-01 -1.77510756e-01 -9.27057049e-02
4.62346934e-01 -2.32668754e-01 1.53275275e-01 1.69766131e-01
-2.91750211e-03 -1.10344907e-01]
[ 1.16227339e-01 2.49356184e-01 1.66346190e-01 -8.39257433e-02
-1.00439445e-01 4.76261753e-02 -1.56827309e-01 2.83859727e-01
8.02645402e-02 1.81223921e-01]
[ 3.51121048e-01 3.12696853e-01 -8.26530372e-02 3.17619199e-01
-8.99132400e-01 -2.88441902e-01 -4.74793700e-01 1.77989992e-01
3.82176342e-01 -3.46122058e-02]
[ 4.96667933e-02 1.48479161e-01 2.54000531e-01 2.54727802e-01
-6.99829816e-02 -1.96876800e-01 -1.86324290e-01 -1.32687703e-01
-1.36820713e-01 -2.83905303e-01]
[ 2.70313069e-02 -4.64615766e-02 -1.16659903e-01 -4.93764941e-02
2.33515232e-01 3.98828723e-02 -1.62253127e-02 -1.84084908e-01
3.81256869e-02 2.13333938e-01]
[ 1.38902478e-03 -5.30075859e-02 -6.62780246e-02 -4.94541029e-02
-2.04054197e-02 -1.76501455e-01 8.71395691e-02 1.02280673e-02
3.84864454e-02 8.34064224e-03]
[ 2.78539369e-02 6.49337605e-02 2.44125806e-01 7.28934860e-02
-2.22255777e-01 -1.33922543e-01 1.17786585e-01 3.96166426e-02
-1.86782412e-01 1.07525393e-01]
[ 6.79202914e-02 1.84926883e-02 1.06179509e-01 2.66295802e-03
-2.22439261e-01 7.09186074e-02 7.87610201e-02 -2.70916655e-01
-2.09703742e-02 -9.33086738e-02]
[ -1.48633512e-02 7.68253061e-02 8.31816386e-02 -3.39030937e-02
-2.16017691e-02 1.82813345e-01 1.11130127e-01 1.18328902e-01
-2.44628940e-02 1.69935021e-01]
[ 2.15551795e-01 5.06069349e-02 2.64211749e-02 7.45915151e-02
7.19840123e-02 -2.02985753e-02 -1.44680175e-01 1.48043466e-01
-5.96091252e-02 -2.60015914e-02]
[ 3.75655431e-02 -2.98600977e-02 1.48072426e-02 3.44179478e-02
-3.85024938e-01 -1.20834071e-01 -1.91005197e-01 4.09227392e-02
1.15230960e-01 1.88663879e-01]
[ 3.78259487e-02 5.23397189e-01 1.18567572e-01 4.03653791e-01
-1.06176248e+00 -3.03251021e-01 -6.17599177e-01 -7.31261804e-02
2.79709434e-01 3.25876103e-01]
[ 1.75582832e-01 5.07833899e-01 6.25436134e-02 4.14028640e-01
-8.36989452e-01 -8.23194153e-02 -4.45547912e-01 1.50592316e-01
2.00824778e-01 4.83045140e-01]
[ 2.58580326e-01 2.98983064e-01 2.46265661e-01 1.45121981e-01
-4.05030311e-01 8.09354102e-02 -2.09095774e-01 1.62723697e-01
2.38085133e-01 7.72608925e-02]
[ -7.54807637e-02 2.12018969e-01 2.40839377e-01 1.31410143e-02
-2.61336909e-02 1.31874757e-01 -9.11931626e-02 -1.52646732e-02
-3.56674320e-02 4.77399061e-02]
[ -9.60342199e-02 -3.45347505e-03 2.59265485e-02 9.58409022e-02
-5.76846735e-02 1.15397925e-01 2.53613435e-01 2.04845672e-02
-2.72821934e-01 -9.08504027e-02]
[ -2.19880179e-01 -2.15909767e-02 -9.31415750e-02 -3.44463847e-01
1.82477069e-01 1.19947214e-01 1.02425742e-01 1.03533588e-01
-2.07800822e-01 3.18123312e-02]
[ 1.12831287e-02 -3.71113743e-01 -1.26873051e-01 -1.61057441e-01
3.70144397e-01 2.60160746e-02 1.71508477e-01 1.52624980e-01
-1.64615088e-01 -2.20016538e-01]
[ 1.41399818e-01 -1.76828095e-01 -1.41642046e-01 -1.30656749e-03
1.07879636e-01 -5.89967568e-02 1.19444399e-02 -1.49238040e-01
1.32025620e-01 -1.15534993e-01]
[ -1.20365061e-01 1.19483693e-01 2.59291716e-01 -2.10079997e-02
1.79912773e-01 8.66354867e-02 8.66870800e-03 -2.98438505e-01
-1.20871898e-01 -6.37500490e-02]
[ -3.53816399e-01 6.16297028e-02 1.01786388e-02 -3.59527721e-02
1.65617502e-01 -1.69142052e-01 -1.32958250e-02 2.34320821e-01
-9.59762231e-02 6.96233826e-02]
[ 1.48399915e-01 7.77616589e-02 -2.36981512e-01 -8.97741979e-02
1.19847900e-01 -2.94054086e-01 2.89331181e-02 -1.68064727e-01
-2.07639729e-03 -1.89591649e-01]
[ 2.10474774e-01 -1.58877975e-01 6.20597047e-02 -2.52002882e-02
8.56061839e-02 -3.23111624e-02 9.32576543e-03 -1.37059303e-01
1.10789328e-01 -1.82030384e-01]
[ -1.05414515e-01 -4.75219897e-02 1.20788163e-01 1.07497880e-01
4.70242620e-02 -1.11972948e-01 2.45966295e-01 -7.75211803e-02
1.83935002e-01 -4.70780572e-03]
[ 7.13665065e-03 -1.60506908e-01 2.07269955e-01 -2.33202745e-01
3.27436098e-02 1.11314698e-01 4.10019407e-02 -1.14750870e-01
2.92473318e-02 2.33328036e-01]]
[[ 0.60490008]
[ 1.50305435]
[ 0.28110243]
[ 0.85491602]
[-2.61436693]
[-0.27050405]
[-1.55413859]
[ 0.05699668]
[ 0.66895815]
[ 0.88598868]]
Progress: 24.8% ... Training loss: 0.296 ... Validation loss: 0.452[[ 1.63925543e-01 2.10313824e-01 -1.07778271e-01 1.10820490e-01
-5.22204255e-01 -7.18969165e-02 -6.14662191e-02 1.23386175e-01
-6.43972651e-02 1.90256462e-01]
[ 1.29125454e-02 1.60005433e-01 -2.04038016e-02 3.99765356e-02
1.02082383e-01 -5.13780619e-03 3.07555366e-01 4.11979321e-02
1.37935162e-01 -3.09165641e-02]
[ 1.85476815e-01 5.14849873e-01 1.91613336e-02 3.32813155e-02
2.09015263e-01 -3.93112951e-02 -5.92003180e-01 -3.68400009e-02
7.76050084e-02 3.01576954e-01]
[ -1.66787840e-02 -3.08525173e-01 -2.34507740e-01 4.31656755e-02
4.95463525e-03 1.61433638e-01 1.39750649e-01 5.61909185e-02
2.62008088e-02 1.38723994e-01]
[ -7.80383266e-03 1.46613880e-01 -1.45404106e-01 4.40056601e-02
6.66544837e-02 -1.79933577e-01 4.91034030e-02 -1.19126686e-01
-1.84566246e-01 -1.85897777e-03]
[ -3.56667525e-01 -4.29228688e-01 -2.87556338e-01 1.64340114e-01
1.25496870e-01 4.10749046e-02 1.19933521e-01 -3.55173701e-02
-2.43024307e-03 2.12117960e-02]
[ -7.42994474e-03 -1.93219018e-01 7.95912881e-03 8.60934532e-02
2.79796046e-03 -6.94769149e-02 1.84981809e-01 -1.90458701e-01
1.84866043e-01 2.45177068e-02]
[ 1.20119297e-01 -2.15817021e-01 3.72018988e-02 -5.79832339e-02
8.56125925e-02 -5.00282809e-02 5.04195883e-02 1.21771067e-01
8.44136773e-02 -1.37644698e-02]
[ -1.75006377e-01 -1.05287890e-01 -3.06324150e-01 -2.73808685e-02
1.37797914e-02 7.14526703e-02 -1.82482573e-01 -2.86880433e-02
2.55159218e-01 -1.33144604e-01]
[ 7.27494602e-02 -2.97743070e-01 9.65112947e-02 4.90442521e-02
6.68024176e-02 -1.19412442e-01 8.64346582e-02 -9.99703092e-02
2.99671101e-02 1.35379002e-01]
[ -8.34939376e-02 3.28517822e-02 -1.94992487e-03 -1.57129589e-01
4.84961809e-02 2.31239999e-02 1.26325807e-01 -1.02801188e-01
-2.27309197e-02 -1.31790431e-01]
[ -1.14946729e-01 -8.32732091e-02 -7.08305348e-02 -1.05323882e-02
3.80121732e-01 1.02400081e-01 4.82388409e-02 -1.62103179e-02
-1.72442137e-01 -2.13539083e-01]
[ -1.56450021e-01 5.22730026e-03 6.21736137e-02 2.24536097e-02
-1.73961743e-01 -2.19982265e-01 -1.79225683e-01 -1.96963308e-01
8.76352615e-02 1.74907295e-01]
[ -2.35122795e-01 -2.22232036e-01 1.13101241e-01 2.58411477e-01
-9.12972679e-02 -7.87112520e-02 -4.70740528e-02 -2.56162122e-01
-2.24236113e-01 -2.01182936e-02]
[ 1.16132982e-01 -9.02514190e-02 -1.73912760e-02 1.25847386e-01
-2.63141825e-02 -8.86083622e-02 1.48656375e-01 4.16399027e-03
3.50908437e-02 2.19737122e-02]
[ 3.74781953e-02 -5.77845603e-02 -2.11197569e-01 1.48777885e-01
-4.07606193e-02 8.61748570e-02 -7.18766502e-02 -1.98971773e-02
-9.25724792e-02 -4.93269873e-03]
[ -1.26440427e-01 -7.30961522e-02 -2.05636106e-01 1.48403977e-01
1.27733960e-02 1.36542294e-01 2.07767738e-02 -2.50589500e-01
6.30966281e-02 -2.07893106e-01]
[ -7.44180691e-02 -4.62171595e-02 2.73960100e-01 9.13810126e-02
1.42971154e-01 -5.88982022e-02 -1.15167121e-01 1.20271047e-01
6.62303207e-02 2.51027589e-02]
[ 5.29051692e-02 -2.74959354e-02 8.67874549e-02 8.64449000e-02
7.68980861e-02 -1.67693946e-02 2.44808356e-01 1.20539060e-01
-3.34757575e-02 -6.74775125e-02]
[ 5.49181886e-03 -1.57688353e-01 -2.91728955e-01 -5.28901997e-02
2.11196046e-01 -9.03053026e-02 1.74918367e-01 1.63919331e-01
1.05119399e-01 -3.27558739e-02]
[ 5.45347671e-02 4.65966427e-03 -1.15237013e-01 4.89838699e-02
-1.01634021e-01 3.21285071e-01 2.47402176e-01 2.05554280e-01
-1.58032243e-01 -5.48811910e-02]
[ 3.85334230e-03 -1.63216074e-02 1.22234948e-01 1.05808173e-01
-6.63419985e-03 1.05611176e-01 -1.42555972e-01 -4.13353609e-02
2.11226839e-01 7.79328862e-02]
[ 1.06549524e-01 7.15989736e-02 -4.84314986e-02 -1.05032627e-01
-8.98410405e-02 -3.28679434e-01 1.15620332e-01 8.48429566e-03
1.38818711e-01 8.59612930e-02]
[ -1.00828314e-01 2.20254239e-03 -1.62674566e-02 1.98211118e-02
1.82865813e-02 -2.02438328e-01 -8.45531596e-02 -1.99598437e-02
1.28569908e-02 1.25470662e-01]
[ -1.39174061e-01 -5.71161417e-02 -1.94807765e-01 3.68780063e-03
-2.80776987e-01 -6.96889356e-03 -2.20162480e-02 -2.31356127e-02
8.80912115e-03 7.00669009e-02]
[ -2.73882628e-02 -6.58226940e-02 -7.35055434e-02 -1.24011113e-01
5.21609375e-01 2.75136143e-01 5.38026672e-01 1.13362131e-01
-1.79145264e-01 -3.70809982e-01]
[ -1.50467115e-02 -3.58585509e-01 -2.93035907e-02 -7.24397623e-02
6.57758074e-01 1.00856625e-01 4.99071461e-01 9.15370094e-02
2.94331899e-02 -3.79975946e-01]
[ 1.16834330e-02 -4.17602740e-01 -4.29509685e-02 -1.07842188e-01
6.79761653e-01 2.39066676e-02 4.70760196e-01 4.87620024e-02
-3.63310562e-01 -2.17475239e-01]
[ -1.61039331e-01 -5.53301106e-01 -5.77787054e-03 -1.93102654e-01
7.36869366e-01 -9.34840101e-02 5.83193034e-01 -8.18605121e-02
-5.99170830e-02 9.10552920e-02]
[ -2.83101044e-01 -3.59887981e-01 5.88243566e-02 -3.90970462e-02
8.97887645e-01 1.39811600e-01 3.81885701e-01 4.83082097e-02
-8.25437177e-02 -1.27674337e-01]
[ -1.91576740e-01 -2.54806854e-01 2.55718468e-01 -2.29621257e-01
6.22347588e-01 -4.84065166e-02 6.40386697e-01 1.41577441e-02
-2.45795811e-01 -1.57574436e-02]
[ -1.22069774e-01 -1.97253766e-01 -1.77519656e-01 -9.27300997e-02
4.62364107e-01 -2.32666190e-01 1.53315348e-01 1.69765256e-01
-2.92550940e-03 -1.10362745e-01]
[ 1.16080708e-01 2.49083465e-01 1.66237491e-01 -8.42207980e-02
-9.95553259e-02 4.77194254e-02 -1.56425835e-01 2.83840186e-01
8.00912425e-02 1.81033809e-01]
[ 3.51455067e-01 3.13715177e-01 -8.23737093e-02 3.18106806e-01
-8.99918747e-01 -2.88620536e-01 -4.75757042e-01 1.78028606e-01
3.82601180e-01 -3.39816243e-02]
[ 4.95924792e-02 1.48451360e-01 2.53967328e-01 2.54621912e-01
-6.96494203e-02 -1.96839124e-01 -1.86170133e-01 -1.32695307e-01
-1.36910510e-01 -2.84020306e-01]
[ 2.66162714e-02 -4.74992037e-02 -1.16849778e-01 -4.99689410e-02
2.35216253e-01 4.00548352e-02 -1.51855650e-02 -1.84122001e-01
3.76674084e-02 2.12743090e-01]
[ 1.91113015e-03 -5.15773513e-02 -6.60129236e-02 -4.86342725e-02
-2.27314730e-02 -1.76723083e-01 8.57176145e-02 1.02827432e-02
3.91080463e-02 9.11805303e-03]
[ 2.69907743e-02 6.29382859e-02 2.43725711e-01 7.16574381e-02
-2.18596725e-01 -1.33581941e-01 1.19930043e-01 3.95340580e-02
-1.87753334e-01 1.06333787e-01]
[ 6.81829763e-02 1.92150164e-02 1.06304236e-01 3.03975405e-03
-2.23590951e-01 7.07875385e-02 7.81123480e-02 -2.70894550e-01
-2.07122522e-02 -9.29421535e-02]
[ -1.51947536e-02 7.60779066e-02 8.30233117e-02 -3.44199905e-02
-2.00612608e-02 1.82968389e-01 1.11989886e-01 1.18294537e-01
-2.48507579e-02 1.69451303e-01]
[ 2.15234362e-01 5.01658251e-02 2.62934483e-02 7.41560792e-02
7.30604190e-02 -2.02043293e-02 -1.44184233e-01 1.48013334e-01
-5.99425351e-02 -2.64384123e-02]
[ 3.71680037e-02 -3.06351444e-02 1.46156666e-02 3.38496961e-02
-3.83295798e-01 -1.20679849e-01 -1.90021918e-01 4.08875246e-02
1.14792764e-01 1.88070541e-01]
[ 3.82131889e-02 5.23800602e-01 1.18782664e-01 4.04290236e-01
-1.06327870e+00 -3.03425515e-01 -6.18198999e-01 -7.30826197e-02
2.80268780e-01 3.26470792e-01]
[ 1.76780758e-01 5.10353574e-01 6.31668609e-02 4.15743826e-01
-8.42015470e-01 -8.28530760e-02 -4.48399377e-01 1.50719706e-01
2.02327164e-01 4.84627970e-01]
[ 2.58731630e-01 2.99214673e-01 2.46330701e-01 1.45357381e-01
-4.05740979e-01 8.08651690e-02 -2.09536362e-01 1.62738546e-01
2.38264859e-01 7.74877015e-02]
[ -7.54166843e-02 2.12137311e-01 2.40876464e-01 1.32532918e-02
-2.64763214e-02 1.31840612e-01 -9.13394490e-02 -1.52574490e-02
-3.55759617e-02 4.78526889e-02]
[ -9.60146616e-02 -3.40736636e-03 2.59366480e-02 9.58863391e-02
-5.77567021e-02 1.15378330e-01 2.53502261e-01 2.04874955e-02
-2.72781476e-01 -9.08266954e-02]
[ -2.20264033e-01 -2.26020766e-02 -9.33265471e-02 -3.45027747e-01
1.84206591e-01 1.20125560e-01 1.03456667e-01 1.03497875e-01
-2.08244836e-01 3.12754723e-02]
[ 1.12153003e-02 -3.71292759e-01 -1.26904893e-01 -1.61160904e-01
3.70415921e-01 2.60483949e-02 1.71696736e-01 1.52618068e-01
-1.64694652e-01 -2.20124189e-01]
[ 1.41686962e-01 -1.75629721e-01 -1.41472885e-01 -8.24317148e-04
1.06324895e-01 -5.90967543e-02 1.13410309e-02 -1.49208858e-01
1.32479455e-01 -1.14934696e-01]
[ -1.20253943e-01 1.19505101e-01 2.59324098e-01 -2.08265300e-02
1.79434173e-01 8.65768581e-02 8.38495439e-03 -2.98426140e-01
-1.20756371e-01 -6.36144238e-02]
[ -3.52847503e-01 6.31628252e-02 1.06503151e-02 -3.48320959e-02
1.62913311e-01 -1.69565999e-01 -1.56569703e-02 2.34413320e-01
-9.48900449e-02 7.09660002e-02]
[ 1.46693277e-01 7.37344425e-02 -2.37733738e-01 -9.22727285e-02
1.26835076e-01 -2.93323526e-01 3.31619712e-02 -1.68229906e-01
-3.94791994e-03 -1.92197505e-01]
[ 2.11331487e-01 -1.57076690e-01 6.25471988e-02 -2.37332315e-02
8.17493220e-02 -3.27828169e-02 7.53759508e-03 -1.36954731e-01
1.11992149e-01 -1.80686444e-01]
[ -1.06066947e-01 -4.90795799e-02 1.20499067e-01 1.06618121e-01
4.99944523e-02 -1.11704996e-01 2.47528276e-01 -7.75840180e-02
1.83122543e-01 -5.58433788e-03]
[ 7.05672471e-03 -1.60720404e-01 2.07267752e-01 -2.33231701e-01
3.29706455e-02 1.11312417e-01 4.13889006e-02 -1.14754549e-01
2.92241810e-02 2.33235201e-01]]
[[ 0.60729821]
[ 1.50708833]
[ 0.28289776]
[ 0.85691415]
[-2.61838586]
[-0.27034986]
[-1.5563856 ]
[ 0.05791748]
[ 0.67072922]
[ 0.88723083]]
Progress: 24.9% ... Training loss: 0.298 ... Validation loss: 0.449[[ 1.63509293e-01 2.10441965e-01 -1.07858331e-01 1.10137721e-01
-5.19243602e-01 -7.17432833e-02 -6.08097696e-02 1.23361559e-01
-6.48595555e-02 1.89703481e-01]
[ 1.29125454e-02 1.60005433e-01 -2.04038016e-02 3.99765356e-02
1.02082383e-01 -5.13780619e-03 3.07555366e-01 4.11979321e-02
1.37935162e-01 -3.09165641e-02]
[ 1.81833450e-01 5.08177480e-01 1.74270214e-02 2.72464739e-02
2.26643647e-01 -3.75138449e-02 -5.84625601e-01 -3.72381354e-02
7.34032246e-02 2.96346730e-01]
[ -1.40516018e-02 -3.04182160e-01 -2.33288600e-01 4.73145748e-02
-6.31992320e-03 1.60207490e-01 1.34981949e-01 5.64861433e-02
2.92483708e-02 1.42623048e-01]
[ -7.61146701e-03 1.47026088e-01 -1.45333106e-01 4.45268413e-02
6.51512230e-02 -1.80104821e-01 4.94375175e-02 -1.19099000e-01
-1.84030754e-01 -2.19379235e-03]
[ -3.55927475e-01 -4.27800422e-01 -2.87216656e-01 1.65495439e-01
1.21694265e-01 4.06564738e-02 1.18412567e-01 -3.54321451e-02
-1.41564545e-03 2.21829389e-02]
[ -7.93849475e-03 -1.94227355e-01 7.76225876e-03 8.54279257e-02
6.44973882e-03 -6.93185906e-02 1.85879461e-01 -1.90496937e-01
1.84186679e-01 2.39578710e-02]
[ 1.18563987e-01 -2.19002561e-01 3.65067812e-02 -6.03733567e-02
9.21961493e-02 -4.92743403e-02 5.38887894e-02 1.21612845e-01
8.27476571e-02 -1.58274712e-02]
[ -1.73627123e-01 -1.02759421e-01 -3.05692357e-01 -2.54096772e-02
7.78954898e-03 7.08804658e-02 -1.85606508e-01 -2.85560925e-02
2.56607030e-01 -1.31177623e-01]
[ 7.22582944e-02 -2.98257189e-01 9.63374265e-02 4.81767136e-02
6.88558129e-02 -1.19199609e-01 8.71423520e-02 -1.00018293e-01
2.94181290e-02 1.34660305e-01]
[ -8.23928983e-02 3.47221394e-02 -1.43825308e-03 -1.55504550e-01
4.47645905e-02 2.26111808e-02 1.23876065e-01 -1.02689387e-01
-2.15130162e-02 -1.30076312e-01]
[ -1.15501158e-01 -8.48665907e-02 -7.10888506e-02 -1.12190220e-02
3.82242415e-01 1.02621696e-01 4.97028523e-02 -1.62534172e-02
-1.72994034e-01 -2.14219219e-01]
[ -1.56450021e-01 5.22730026e-03 6.21736137e-02 2.24536097e-02
-1.73961743e-01 -2.19982265e-01 -1.79225683e-01 -1.96963308e-01
8.76352615e-02 1.74907295e-01]
[ -2.34886627e-01 -2.21814167e-01 1.13224248e-01 2.58771806e-01
-9.24304900e-02 -7.88225052e-02 -4.75811549e-02 -2.56141463e-01
-2.23965596e-01 -1.97635097e-02]
[ 1.15012444e-01 -9.26958614e-02 -1.79173188e-02 1.24365129e-01
-2.24646475e-02 -8.81638134e-02 1.51439921e-01 4.06319298e-03
3.39101653e-02 2.03078567e-02]
[ 3.89955556e-02 -5.44371795e-02 -2.10516171e-01 1.50824825e-01
-4.67705674e-02 8.55022235e-02 -7.54756574e-02 -1.97479999e-02
-9.08308429e-02 -2.88872556e-03]
[ -1.26457620e-01 -7.32151424e-02 -2.05637482e-01 1.48366287e-01
1.41068421e-02 1.36534968e-01 2.06771285e-02 -2.50588163e-01
6.29814156e-02 -2.07862803e-01]
[ -7.53641829e-02 -4.83801753e-02 2.73511988e-01 9.00439031e-02
1.46947272e-01 -5.84972643e-02 -1.12757023e-01 1.20179914e-01
6.51712549e-02 2.37197321e-02]
[ 5.27215963e-02 -2.76978438e-02 8.67377197e-02 8.61051552e-02
7.80687670e-02 -1.66790827e-02 2.44786324e-01 1.20520040e-01
-3.37579496e-02 -6.75225895e-02]
[ 5.29707602e-03 -1.58111291e-01 -2.91852394e-01 -5.34008526e-02
2.12786130e-01 -9.01642213e-02 1.75299303e-01 1.63884615e-01
1.04804866e-01 -3.30926802e-02]
[ 5.36772755e-02 2.65563515e-03 -1.15635581e-01 4.77987054e-02
-9.81031406e-02 3.21660188e-01 2.49410314e-01 2.05476982e-01
-1.58922353e-01 -5.60846887e-02]
[ 3.84283560e-03 -1.59449252e-02 1.22291380e-01 1.05944970e-01
-7.32706736e-03 1.05591443e-01 -1.42466082e-01 -4.13252795e-02
2.11346819e-01 7.80177516e-02]
[ 1.07282869e-01 7.31403470e-02 -4.80950777e-02 -1.03997583e-01
-9.30102941e-02 -3.28955908e-01 1.13811443e-01 8.55126957e-03
1.39591905e-01 8.70231691e-02]
[ -1.00277061e-01 3.15734768e-03 -1.60189542e-02 2.06097444e-02
1.59096837e-02 -2.02693474e-01 -8.58077565e-02 -1.99061277e-02
1.34361272e-02 1.26252752e-01]
[ -1.38826585e-01 -5.66360716e-02 -1.94626765e-01 4.28354246e-03
-2.82403054e-01 -7.15669760e-03 -2.26756199e-02 -2.30938741e-02
9.28347307e-03 7.06585585e-02]
[ -2.80674965e-02 -6.74998912e-02 -7.38186108e-02 -1.24990939e-01
5.24537463e-01 2.75445407e-01 5.39736918e-01 1.13298261e-01
-1.79900879e-01 -3.71795926e-01]
[ -1.48897673e-02 -3.58672921e-01 -2.92296824e-02 -7.22006194e-02
6.57055742e-01 1.00786158e-01 4.98907401e-01 9.15537738e-02
2.95953059e-02 -3.79782451e-01]
[ 1.16623188e-02 -4.17833012e-01 -4.29664973e-02 -1.07880780e-01
6.79893394e-01 2.39156168e-02 4.70934339e-01 4.87591668e-02
-3.63341587e-01 -2.17504003e-01]
[ -1.61121060e-01 -5.53544096e-01 -5.81087312e-03 -1.93199808e-01
7.36961165e-01 -9.34459227e-02 5.83488980e-01 -8.18681840e-02
-6.00021932e-02 9.09640579e-02]
[ -2.82941750e-01 -3.59805110e-01 5.89212688e-02 -3.87411347e-02
8.96967799e-01 1.39707467e-01 3.81652560e-01 4.83328242e-02
-8.22576569e-02 -1.27295669e-01]
[ -1.92103721e-01 -2.56020148e-01 2.55473263e-01 -2.30388336e-01
6.24585714e-01 -4.81702965e-02 6.41662671e-01 1.41083731e-02
-2.46367007e-01 -1.64825098e-02]
[ -1.22907803e-01 -1.99014524e-01 -1.77898831e-01 -9.39077555e-02
4.65868598e-01 -2.32307853e-01 1.55393271e-01 1.69685451e-01
-3.80881862e-03 -1.11531733e-01]
[ 1.16037614e-01 2.48906219e-01 1.66212838e-01 -8.42975558e-02
-9.92857379e-02 4.77527033e-02 -1.56298579e-01 2.83837909e-01
8.00192882e-02 1.80994996e-01]
[ 3.52596476e-01 3.16972296e-01 -8.17964647e-02 3.19781736e-01
-9.03707931e-01 -2.89163499e-01 -4.79077605e-01 1.78148625e-01
3.83821266e-01 -3.21222626e-02]
[ 4.96874252e-02 1.48678290e-01 2.54017966e-01 2.54766567e-01
-7.01315457e-02 -1.96883315e-01 -1.86413958e-01 -1.32684789e-01
-1.36803160e-01 -2.83868668e-01]
[ 2.72258262e-02 -4.61075475e-02 -1.16561638e-01 -4.90514631e-02
2.32451997e-01 3.97756613e-02 -1.66271409e-02 -1.84060966e-01
3.83494046e-02 2.13539388e-01]
[ 1.75923513e-03 -5.19348639e-02 -6.60919717e-02 -4.88537319e-02
-2.20964935e-02 -1.76675381e-01 8.60467165e-02 1.02677616e-02
3.88941029e-02 8.89910798e-03]
[ 2.66709515e-02 6.20228193e-02 2.43543605e-01 7.10746300e-02
-2.16825076e-01 -1.33411114e-01 1.20813687e-01 3.94936031e-02
-1.88200425e-01 1.05770495e-01]
[ 6.86843022e-02 2.05092111e-02 1.06525621e-01 3.71464409e-03
-2.25742914e-01 7.05707604e-02 7.68046334e-02 -2.70856584e-01
-2.01907214e-02 -9.22529936e-02]
[ -1.52308872e-02 7.59870762e-02 8.30131306e-02 -3.44567085e-02
-2.00903098e-02 1.82975499e-01 1.12048413e-01 1.18293107e-01
-2.48767972e-02 1.69393430e-01]
[ 2.15625378e-01 5.12186224e-02 2.65322961e-02 7.48943990e-02
7.07241740e-02 -2.04175761e-02 -1.45144668e-01 1.48064100e-01
-5.93756956e-02 -2.56973047e-02]
[ 3.68731344e-02 -3.13519910e-02 1.44764534e-02 3.34404341e-02
-3.82043903e-01 -1.20568022e-01 -1.89260251e-01 4.08621700e-02
1.14472440e-01 1.87633532e-01]
[ 3.81392478e-02 5.23618766e-01 1.18744782e-01 4.04067870e-01
-1.06245897e+00 -3.03346784e-01 -6.18285964e-01 -7.30966597e-02
2.80195396e-01 3.26363169e-01]
[ 1.76440959e-01 5.09765620e-01 6.29784288e-02 4.15024319e-01
-8.40251606e-01 -8.26596838e-02 -4.47733313e-01 1.50677758e-01
2.01884611e-01 4.83976843e-01]
[ 2.58734160e-01 2.99218876e-01 2.46333340e-01 1.45371941e-01
-4.05774292e-01 8.08577500e-02 -2.09542949e-01 1.62738750e-01
2.38270449e-01 7.74707965e-02]
[ -7.54850438e-02 2.11957973e-01 2.40848490e-01 1.31732649e-02
-2.61825040e-02 1.31867225e-01 -9.11375411e-02 -1.52626215e-02
-3.56413140e-02 4.77656835e-02]
[ -9.59604863e-02 -3.27550431e-03 2.59618778e-02 9.59627924e-02
-5.79868931e-02 1.15355638e-01 2.53363621e-01 2.04919534e-02
-2.72721911e-01 -9.07506694e-02]
[ -2.20049406e-01 -2.21577495e-02 -9.32350732e-02 -3.44687710e-01
1.83232052e-01 1.20021955e-01 1.02931541e-01 1.03521009e-01
-2.07988542e-01 3.16059797e-02]
[ 1.14199219e-02 -3.70996910e-01 -1.26816356e-01 -1.60859200e-01
3.69571684e-01 2.59543526e-02 1.71284930e-01 1.52638520e-01
-1.64458159e-01 -2.19846577e-01]
[ 1.42878910e-01 -1.73119083e-01 -1.40880583e-01 1.01916398e-03
1.00536753e-01 -5.96606206e-02 8.61922022e-03 -1.49087943e-01
1.33859483e-01 -1.13080661e-01]
[ -1.20577393e-01 1.18342079e-01 2.59200128e-01 -2.12242824e-02
1.80752618e-01 8.66760336e-02 9.44614169e-03 -2.98450989e-01
-1.21082020e-01 -6.40695162e-02]
[ -3.52887958e-01 6.29715212e-02 1.06262497e-02 -3.50423518e-02
1.63641251e-01 -1.69498632e-01 -1.49384658e-02 2.34410624e-01
-9.49568691e-02 7.05377503e-02]
[ 1.46700064e-01 7.33120471e-02 -2.37725297e-01 -9.21305311e-02
1.26483582e-01 -2.93357785e-01 3.32634798e-02 -1.68219817e-01
-3.84551750e-03 -1.92066280e-01]
[ 2.11564484e-01 -1.56313954e-01 6.26542647e-02 -2.34581313e-02
8.20351532e-02 -3.29453295e-02 6.69823090e-03 -1.36930148e-01
1.12071109e-01 -1.80294648e-01]
[ -1.06604082e-01 -5.02269515e-02 1.20259011e-01 1.05909572e-01
5.25703128e-02 -1.11495254e-01 2.48745087e-01 -7.76299972e-02
1.82567024e-01 -6.21340314e-03]
[ 6.58147521e-03 -1.61306828e-01 2.07027523e-01 -2.34105057e-01
3.46446925e-02 1.11618401e-01 4.15740263e-02 -1.14815896e-01
2.87278069e-02 2.32685840e-01]]
[[ 0.60677384]
[ 1.50429125]
[ 0.27937263]
[ 0.85829928]
[-2.62081439]
[-0.26882532]
[-1.55447328]
[ 0.05757153]
[ 0.67233834]
[ 0.88574298]]
Progress: 24.9% ... Training loss: 0.295 ... Validation loss: 0.453[[ 1.64670145e-01 2.13578087e-01 -1.07221177e-01 1.11986950e-01
-5.23410105e-01 -7.23150413e-02 -6.43527406e-02 1.23507329e-01
-6.32014227e-02 1.91797938e-01]
[ 1.28213743e-02 1.59815194e-01 -2.04225609e-02 3.99336631e-02
1.02242110e-01 -5.11768645e-03 3.07965809e-01 4.11946289e-02
1.37898088e-01 -3.10410468e-02]
[ 1.79914452e-01 5.03878715e-01 1.65661286e-02 2.42009070e-02
2.34303210e-01 -3.66644848e-02 -5.81103573e-01 -3.74142557e-02
7.13854409e-02 2.93851619e-01]
[ -1.18722210e-02 -2.98503902e-01 -2.32392198e-01 5.03372368e-02
-1.40207628e-02 1.59170247e-01 1.29367865e-01 5.66802873e-02
3.15423505e-02 1.46039101e-01]
[ -6.71195034e-03 1.48849073e-01 -1.44862996e-01 4.60352631e-02
6.04988501e-02 -1.80534582e-01 4.68758403e-02 -1.18992553e-01
-1.82813167e-01 -8.38852615e-04]
[ -3.56628465e-01 -4.29691028e-01 -2.87502864e-01 1.64755894e-01
1.23624027e-01 4.09022157e-02 1.20720962e-01 -3.54914509e-02
-2.09339168e-03 2.10978660e-02]
[ -6.56213524e-03 -1.90928490e-01 8.42862579e-03 8.72915972e-02
2.46862186e-03 -6.99509264e-02 1.82329880e-01 -1.90347022e-01
1.85670455e-01 2.60999008e-02]
[ 1.18099857e-01 -2.20290180e-01 3.63448999e-02 -6.09402253e-02
9.32640987e-02 -4.90713702e-02 5.49191728e-02 1.21580055e-01
8.24657897e-02 -1.62786904e-02]
[ -1.74540943e-01 -1.05250560e-01 -3.06114410e-01 -2.66693464e-02
1.17538638e-02 7.12658319e-02 -1.83291653e-01 -2.86401454e-02
2.55746694e-01 -1.32479618e-01]
[ 7.03574127e-02 -3.02691793e-01 9.55346137e-02 4.54936095e-02
7.73075503e-02 -1.18366277e-01 9.18120552e-02 -1.00173131e-01
2.75084160e-02 1.32138235e-01]
[ -8.19662409e-02 3.51169674e-02 -1.18578772e-03 -1.54692887e-01
4.26004525e-02 2.23449565e-02 1.23183958e-01 -1.02636890e-01
-2.08221155e-02 -1.29391340e-01]
[ -1.14729514e-01 -8.31973142e-02 -7.07422786e-02 -1.00499934e-02
3.78935725e-01 1.02256330e-01 4.78293096e-02 -1.61773093e-02
-1.72111396e-01 -2.13078378e-01]
[ -1.56450021e-01 5.22730026e-03 6.21736137e-02 2.24536097e-02
-1.73961743e-01 -2.19982265e-01 -1.79225683e-01 -1.96963308e-01
8.76352615e-02 1.74907295e-01]
[ -2.34884581e-01 -2.21721103e-01 1.13282413e-01 2.58970888e-01
-9.30839832e-02 -7.88791421e-02 -4.72955741e-02 -2.56132342e-01
-2.23889924e-01 -1.97048533e-02]
[ 1.14614510e-01 -9.39517734e-02 -1.81066381e-02 1.23843696e-01
-2.10746985e-02 -8.79870723e-02 1.52676645e-01 4.02472029e-03
3.35035475e-02 1.96233196e-02]
[ 4.00906180e-02 -5.15988429e-02 -2.09976434e-01 1.52394175e-01
-5.09694805e-02 8.50034915e-02 -7.83650571e-02 -1.96330940e-02
-8.95016055e-02 -1.25100557e-03]
[ -1.26641033e-01 -7.37496855e-02 -2.05728543e-01 1.48103182e-01
1.56316568e-02 1.36612310e-01 2.11654295e-02 -2.50596650e-01
6.27363020e-02 -2.08106810e-01]
[ -7.52532659e-02 -4.82799353e-02 2.73558819e-01 9.01600661e-02
1.47023475e-01 -5.85727309e-02 -1.12974163e-01 1.20190042e-01
6.51879331e-02 2.39614090e-02]
[ 5.31628129e-02 -2.70052364e-02 8.69889379e-02 8.68052141e-02
7.56882982e-02 -1.68512090e-02 2.43746358e-01 1.20571945e-01
-3.31537102e-02 -6.68239513e-02]
[ 5.46066433e-03 -1.57779500e-01 -2.91807791e-01 -5.32759793e-02
2.12183301e-01 -9.02147405e-02 1.74837310e-01 1.63893908e-01
1.04935733e-01 -3.29788100e-02]
[ 5.35750771e-02 2.50486086e-03 -1.15655906e-01 4.77683754e-02
-9.81010521e-02 3.21647999e-01 2.49483846e-01 2.05475924e-01
-1.58937906e-01 -5.60660972e-02]
[ 2.76696570e-03 -1.84057423e-02 1.21801758e-01 1.04406028e-01
-2.88630970e-03 1.06080828e-01 -1.39854193e-01 -4.14280952e-02
2.10280281e-01 7.65716176e-02]
[ 1.06553751e-01 7.14024864e-02 -4.84244190e-02 -1.05021585e-01
-8.99687416e-02 -3.28639803e-01 1.15595951e-01 8.48254776e-03
1.38829407e-01 8.59729720e-02]
[ -1.00493128e-01 2.55596156e-03 -1.61154453e-02 2.03120111e-02
1.69134456e-02 -2.02597859e-01 -8.51538131e-02 -1.99261594e-02
1.32411820e-02 1.25950160e-01]
[ -1.38637395e-01 -5.63213160e-02 -1.94554936e-01 4.54714895e-03
-2.83065568e-01 -7.24447316e-03 -2.30975457e-02 -2.30758748e-02
9.48187081e-03 7.09206146e-02]
[ -2.78879400e-02 -6.71277357e-02 -7.37145767e-02 -1.24664565e-01
5.23617472e-01 2.75350239e-01 5.39594597e-01 1.13318302e-01
-1.79653789e-01 -3.71557100e-01]
[ -1.49708268e-02 -3.59124875e-01 -2.92773909e-02 -7.23233760e-02
6.57250586e-01 1.00832372e-01 4.99504230e-01 9.15466136e-02
2.95159159e-02 -3.79989896e-01]
[ 1.15724639e-02 -4.18110669e-01 -4.30268435e-02 -1.07991583e-01
6.80303024e-01 2.39545602e-02 4.71170873e-01 4.87526232e-02
-3.63433235e-01 -2.17638179e-01]
[ -1.61210696e-01 -5.53782005e-01 -5.84870288e-03 -1.93321719e-01
7.37170057e-01 -9.34077370e-02 5.83744494e-01 -8.18756969e-02
-6.00948547e-02 9.08560911e-02]
[ -2.83246402e-01 -3.60518300e-01 5.87896030e-02 -3.91745157e-02
8.98182368e-01 1.39837251e-01 3.82440959e-01 4.83042571e-02
-8.25723068e-02 -1.27661061e-01]
[ -1.92119357e-01 -2.56359835e-01 2.55496294e-01 -2.30319898e-01
6.24419442e-01 -4.81862055e-02 6.41907952e-01 1.41121295e-02
-2.46332036e-01 -1.64564635e-02]
[ -1.22621756e-01 -1.98426097e-01 -1.77774422e-01 -9.34863780e-02
4.64795117e-01 -2.32439749e-01 1.54670112e-01 1.69713257e-01
-3.49056760e-03 -1.11093697e-01]
[ 1.15376283e-01 2.47546657e-01 1.65896073e-01 -8.52703231e-02
-9.64385453e-02 4.80673478e-02 -1.54683890e-01 2.83770747e-01
7.92713257e-02 1.80029948e-01]
[ 3.54502154e-01 3.21876504e-01 -8.09037376e-02 3.22556838e-01
-9.10317999e-01 -2.90025076e-01 -4.84333481e-01 1.78342130e-01
3.85957381e-01 -2.90968218e-02]
[ 4.98917564e-02 1.49078377e-01 2.54118932e-01 2.55039353e-01
-7.09660305e-02 -1.96979707e-01 -1.86969056e-01 -1.32663154e-01
-1.36524445e-01 -2.83539841e-01]
[ 2.65771424e-02 -4.77823121e-02 -1.16860643e-01 -4.99834178e-02
2.35191742e-01 4.00645652e-02 -1.49041939e-02 -1.84124228e-01
3.76549013e-02 2.12639686e-01]
[ 1.69747142e-03 -5.18997901e-02 -6.61082249e-02 -4.89027481e-02
-2.20358427e-02 -1.76676506e-01 8.61404033e-02 1.02640836e-02
3.88373120e-02 8.88115873e-03]
[ 2.67291436e-02 6.21310444e-02 2.43574058e-01 7.11620524e-02
-2.17114865e-01 -1.33461768e-01 1.20638784e-01 3.94993760e-02
-1.88137355e-01 1.05807006e-01]
[ 6.84970257e-02 2.01374666e-02 1.06452892e-01 3.49520699e-03
-2.25068198e-01 7.06310313e-02 7.71951201e-02 -2.70866144e-01
-2.03640921e-02 -9.24805574e-02]
[ -1.54364283e-02 7.54599811e-02 8.29198355e-02 -3.47879026e-02
-1.91776813e-02 1.83075962e-01 1.12601318e-01 1.18270893e-01
-2.51331598e-02 1.69056542e-01]
[ 2.15445260e-01 5.06815777e-02 2.64375111e-02 7.45949523e-02
7.15525442e-02 -2.03303337e-02 -1.44656418e-01 1.48044215e-01
-5.95959278e-02 -2.59930777e-02]
[ 3.67250222e-02 -3.16951822e-02 1.44002327e-02 3.32143606e-02
-3.81369460e-01 -1.20502199e-01 -1.88877689e-01 4.08475708e-02
1.14291691e-01 1.87402529e-01]
[ 3.77649296e-02 5.22697407e-01 1.18561620e-01 4.03532605e-01
-1.06117559e+00 -3.03173647e-01 -6.17299987e-01 -7.31340020e-02
2.79752071e-01 3.25827942e-01]
[ 1.76998817e-01 5.10838157e-01 6.33307976e-02 4.15975292e-01
-8.42951005e-01 -8.29301533e-02 -4.49070608e-01 1.50748088e-01
2.02699459e-01 4.84767831e-01]
[ 2.58237005e-01 2.98033742e-01 2.46088845e-01 1.44623373e-01
-4.03532361e-01 8.10976468e-02 -2.08363665e-01 1.62688179e-01
2.37757039e-01 7.67178571e-02]
[ -7.55155272e-02 2.11854602e-01 2.40830131e-01 1.31313989e-02
-2.61251354e-02 1.31881076e-01 -9.12043045e-02 -1.52638588e-02
-3.56517943e-02 4.77264956e-02]
[ -9.61539417e-02 -3.71105556e-03 2.58688156e-02 9.56747607e-02
-5.71663370e-02 1.15442887e-01 2.53857414e-01 2.04725067e-02
-2.72948889e-01 -9.10245415e-02]
[ -2.19839971e-01 -2.17009917e-02 -9.31298972e-02 -3.44375291e-01
1.82313566e-01 1.19918856e-01 1.02383326e-01 1.03542304e-01
-2.07738105e-01 3.19048102e-02]
[ 1.10853215e-02 -3.71825665e-01 -1.26967615e-01 -1.61344033e-01
3.70895649e-01 2.60977746e-02 1.72165475e-01 1.52606885e-01
-1.64835317e-01 -2.20336207e-01]
[ 1.42128305e-01 -1.74745039e-01 -1.41228844e-01 -3.44106192e-05
1.03488495e-01 -5.93165579e-02 1.04295397e-02 -1.49161359e-01
1.33135678e-01 -1.14157900e-01]
[ -1.21337658e-01 1.16584721e-01 2.58874194e-01 -2.22102806e-02
1.83639003e-01 8.69807287e-02 1.13747450e-02 -2.98515975e-01
-1.21835049e-01 -6.51637607e-02]
[ -3.53614116e-01 6.13482202e-02 1.02809128e-02 -3.60629214e-02
1.66650995e-01 -1.69195534e-01 -1.31954302e-02 2.34344561e-01
-9.57945990e-02 6.95449589e-02]
[ 1.48063698e-01 7.61282657e-02 -2.37069662e-01 -9.00478637e-02
1.21896876e-01 -2.93967262e-01 2.98474570e-02 -1.68070824e-01
-2.16224830e-03 -1.89906132e-01]
[ 2.11614507e-01 -1.56095375e-01 6.27525126e-02 -2.33006831e-02
8.17560888e-02 -3.30386829e-02 6.76138144e-03 -1.36910410e-01
1.12249904e-01 -1.80180721e-01]
[ -1.06058701e-01 -4.94693593e-02 1.20499726e-01 1.06631849e-01
5.03703877e-02 -1.11729497e-01 2.47521778e-01 -7.75785303e-02
1.83083423e-01 -5.47822642e-03]
[ 6.15688715e-03 -1.62463101e-01 2.06848681e-01 -2.34709718e-01
3.58434259e-02 1.11805361e-01 4.27723029e-02 -1.14857863e-01
2.83277359e-02 2.32144605e-01]]
[[ 0.60700252]
[ 1.50363793]
[ 0.27542961]
[ 0.85901675]
[-2.62683105]
[-0.27108141]
[-1.55455608]
[ 0.05704042]
[ 0.6708144 ]
[ 0.8829611 ]]
Progress: 24.9% ... Training loss: 0.294 ... Validation loss: 0.455[[ 1.61952126e-01 2.06238966e-01 -1.08497282e-01 1.07973300e-01
-5.12375133e-01 -7.10638478e-02 -5.77349988e-02 1.23247048e-01
-6.61065518e-02 1.87861113e-01]
[ 1.26290099e-02 1.59330406e-01 -2.05092376e-02 3.96616057e-02
1.03097665e-01 -5.03078032e-03 3.08483840e-01 4.11758728e-02
1.37681969e-01 -3.13002072e-02]
[ 1.77432413e-01 4.96593903e-01 1.52780835e-02 2.01412385e-02
2.45850816e-01 -3.55009089e-02 -5.75688074e-01 -3.76776962e-02
6.84596832e-02 2.90285025e-01]
[ -1.05020917e-02 -2.95386142e-01 -2.31693133e-01 5.24555416e-02
-2.03412533e-02 1.58671759e-01 1.27144569e-01 5.68029182e-02
3.30112442e-02 1.48004018e-01]
[ -6.93013550e-03 1.47222834e-01 -1.45040477e-01 4.55941935e-02
6.23137534e-02 -1.80549720e-01 4.74244025e-02 -1.19002330e-01
-1.83233621e-01 -1.24929734e-03]
[ -3.57263790e-01 -4.31271684e-01 -2.87795170e-01 1.63882600e-01
1.26042741e-01 4.11821498e-02 1.22439101e-01 -3.55534957e-02
-2.80567106e-03 2.01474097e-02]
[ -5.06122498e-03 -1.88138673e-01 9.09774668e-03 8.94134247e-02
-3.39214222e-03 -7.06196393e-02 1.78736579e-01 -1.90206903e-01
1.87358438e-01 2.82720858e-02]
[ 1.16781987e-01 -2.24178832e-01 3.56366677e-02 -6.31113845e-02
9.91919825e-02 -4.84211855e-02 5.81322775e-02 1.21440632e-01
8.08291779e-02 -1.81847658e-02]
[ -1.77028337e-01 -1.11248550e-01 -3.07217833e-01 -3.01442206e-02
2.10667700e-02 7.23284926e-02 -1.77236519e-01 -2.88709772e-02
2.53253976e-01 -1.36115858e-01]
[ 6.68905000e-02 -3.11839217e-01 9.38468981e-02 4.03710120e-02
9.11774093e-02 -1.16815955e-01 1.00185076e-01 -1.00510517e-01
2.38016882e-02 1.27191696e-01]
[ -8.13751041e-02 3.56636940e-02 -9.08012575e-04 -1.53888415e-01
4.00790667e-02 2.20898789e-02 1.22077911e-01 -1.02585247e-01
-2.01969532e-02 -1.28678580e-01]
[ -1.14793417e-01 -8.32740962e-02 -7.07671782e-02 -1.01293673e-02
3.79385991e-01 1.02285153e-01 4.79554121e-02 -1.61837478e-02
-1.72183457e-01 -2.13165186e-01]
[ -1.56450021e-01 5.22730026e-03 6.21736137e-02 2.24536097e-02
-1.73961743e-01 -2.19982265e-01 -1.79225683e-01 -1.96963308e-01
8.76352615e-02 1.74907295e-01]
[ -2.35402932e-01 -2.22906685e-01 1.13018166e-01 2.58200354e-01
-9.09243357e-02 -7.86286323e-02 -4.58335344e-02 -2.56185153e-01
-2.24513664e-01 -2.05741972e-02]
[ 1.14104369e-01 -9.51295992e-02 -1.83270608e-02 1.23133774e-01
-1.90937602e-02 -8.77698923e-02 1.53935746e-01 3.97642532e-03
3.29438082e-02 1.89255149e-02]
[ 4.02209259e-02 -5.14393251e-02 -2.09904245e-01 1.52635847e-01
-5.15278611e-02 8.49170686e-02 -7.86759426e-02 -1.96135558e-02
-8.92996799e-02 -1.00947851e-03]
[ -1.25767848e-01 -7.16506397e-02 -2.05341942e-01 1.49333590e-01
1.22920243e-02 1.36226798e-01 1.88655168e-02 -2.50519619e-01
6.36985297e-02 -2.06814217e-01]
[ -7.47723809e-02 -4.71654781e-02 2.73782579e-01 9.08574821e-02
1.44978030e-01 -5.87921085e-02 -1.14198530e-01 1.20236724e-01
6.56951684e-02 2.46699759e-02]
[ 5.36359904e-02 -2.68698842e-02 8.71824461e-02 8.74478431e-02
7.38507722e-02 -1.70364548e-02 2.42851960e-01 1.20612988e-01
-3.26108568e-02 -6.61804488e-02]
[ 4.32985166e-03 -1.60750912e-01 -2.92396084e-01 -5.51356482e-02
2.17483275e-01 -8.96745551e-02 1.77417721e-01 1.63775036e-01
1.03589518e-01 -3.46805858e-02]
[ 5.32641812e-02 1.73308729e-03 -1.15801340e-01 4.73056786e-02
-9.67559948e-02 3.21790473e-01 2.50317571e-01 2.05448463e-01
-1.59296269e-01 -5.65472221e-02]
[ 1.44083038e-03 -2.18624565e-02 1.21168701e-01 1.02489037e-01
1.87717084e-03 1.06707061e-01 -1.36521279e-01 -4.15616505e-02
2.08915499e-01 7.47024309e-02]
[ 1.06410939e-01 7.08683914e-02 -4.84634131e-02 -1.05206216e-01
-8.94209823e-02 -3.28577313e-01 1.16077957e-01 8.47085232e-03
1.38682001e-01 8.57735347e-02]
[ -1.01125055e-01 1.13565766e-03 -1.63978107e-02 1.94438202e-02
1.95379247e-02 -2.02379164e-01 -8.38057493e-02 -1.99799023e-02
1.25538377e-02 1.25028395e-01]
[ -1.38963555e-01 -5.69894639e-02 -1.94693020e-01 4.11015871e-03
-2.82207180e-01 -7.10161575e-03 -2.22731671e-02 -2.31059167e-02
9.20159301e-03 7.04542784e-02]
[ -2.82578897e-02 -6.81117211e-02 -7.38747584e-02 -1.25185746e-01
5.25061536e-01 2.75516379e-01 5.40561008e-01 1.13287693e-01
-1.80058447e-01 -3.72081021e-01]
[ -1.54711337e-02 -3.60375909e-01 -2.94933001e-02 -7.30495553e-02
6.59188693e-01 1.01053609e-01 5.00770919e-01 9.14995985e-02
2.89737716e-02 -3.80734509e-01]
[ 1.17659090e-02 -4.17719759e-01 -4.29380563e-02 -1.07707216e-01
6.79644788e-01 2.38651103e-02 4.70714661e-01 4.87715321e-02
-3.63211462e-01 -2.17347207e-01]
[ -1.61251787e-01 -5.53916946e-01 -5.84740953e-03 -1.93336933e-01
7.37367338e-01 -9.33990358e-02 5.83940426e-01 -8.18779331e-02
-6.00962882e-02 9.08651947e-02]
[ -2.83493033e-01 -3.61182157e-01 5.86779282e-02 -3.95231025e-02
8.99230014e-01 1.39945291e-01 3.82997735e-01 4.82833070e-02
-8.28551019e-02 -1.28004175e-01]
[ -1.92244972e-01 -2.56704500e-01 2.55446761e-01 -2.30485363e-01
6.24933062e-01 -4.81348370e-02 6.42249368e-01 1.41016138e-02
-2.46459783e-01 -1.65770109e-02]
[ -1.22851504e-01 -1.98981315e-01 -1.77870882e-01 -9.38100310e-02
4.65950217e-01 -2.32340013e-01 1.55276178e-01 1.69691700e-01
-3.73103233e-03 -1.11415538e-01]
[ 1.16675204e-01 2.50607478e-01 1.66489710e-01 -8.33965499e-02
-1.02068901e-01 4.74757713e-02 -1.58030892e-01 2.83895246e-01
8.06808587e-02 1.81902132e-01]
[ 3.53630997e-01 3.19255530e-01 -8.13766085e-02 3.21102526e-01
-9.06595410e-01 -2.89562390e-01 -4.82207381e-01 1.78240499e-01
3.85011110e-01 -3.04417541e-02]
[ 4.96757300e-02 1.48650866e-01 2.54027161e-01 2.54748394e-01
-6.99735928e-02 -1.96882575e-01 -1.86398707e-01 -1.32684121e-01
-1.36764522e-01 -2.83873016e-01]
[ 2.61347888e-02 -4.88673609e-02 -1.17067275e-01 -5.06208060e-02
2.36966035e-01 4.02493738e-02 -1.37770963e-02 -1.84161811e-01
3.71785913e-02 2.12011215e-01]
[ 1.80220204e-03 -5.16801087e-02 -6.60701466e-02 -4.87825156e-02
-2.24885749e-02 -1.76710181e-01 8.59583111e-02 1.02719729e-02
3.89166295e-02 8.98772506e-03]
[ 2.69815879e-02 6.27111574e-02 2.43691993e-01 7.15277167e-02
-2.18212701e-01 -1.33575296e-01 1.20015929e-01 3.95235206e-02
-1.87858661e-01 1.06171147e-01]
[ 6.80490751e-02 1.91050069e-02 1.06241462e-01 2.82049602e-03
-2.23175458e-01 7.08316832e-02 7.82523374e-02 -2.70910459e-01
-2.08622996e-02 -9.31177824e-02]
[ -1.54768458e-02 7.53829144e-02 8.29002417e-02 -3.48370939e-02
-1.89673754e-02 1.83081543e-01 1.12711027e-01 1.18269001e-01
-2.51559463e-02 1.68972534e-01]
[ 2.16036497e-01 5.21167545e-02 2.66944781e-02 7.54404805e-02
6.89959138e-02 -2.05965412e-02 -1.46169989e-01 1.48096790e-01
-5.89481149e-02 -2.51258817e-02]
[ 3.65618101e-02 -3.19152785e-02 1.43192936e-02 3.29325580e-02
-3.80464647e-01 -1.20425758e-01 -1.88716705e-01 4.08285564e-02
1.14080828e-01 1.87209407e-01]
[ 3.69409654e-02 5.20758218e-01 1.18159946e-01 4.02349551e-01
-1.05812267e+00 -3.02842989e-01 -6.15340937e-01 -7.32133066e-02
2.78792821e-01 3.24564354e-01]
[ 1.76634698e-01 5.09342594e-01 6.31576271e-02 4.15466385e-01
-8.41704991e-01 -8.27546219e-02 -4.48001604e-01 1.50711181e-01
2.02428199e-01 4.84228530e-01]
[ 2.57972856e-01 2.97429839e-01 2.45970137e-01 1.44256441e-01
-4.02409213e-01 8.12153814e-02 -2.07701927e-01 1.62663583e-01
2.37469430e-01 7.63411032e-02]
[ -7.50695673e-02 2.12721459e-01 2.41012307e-01 1.37565663e-02
-2.80202972e-02 1.31696282e-01 -9.22902044e-02 -1.52236248e-02
-3.51719272e-02 4.83678768e-02]
[ -9.63696966e-02 -4.20898295e-03 2.57724873e-02 9.53741915e-02
-5.62236007e-02 1.15541619e-01 2.54397850e-01 2.04514257e-02
-2.73184262e-01 -9.13492198e-02]
[ -2.20043560e-01 -2.22271456e-02 -9.32155206e-02 -3.44659602e-01
1.83169882e-01 1.19999860e-01 1.02909462e-01 1.03524067e-01
-2.07964702e-01 3.16179345e-02]
[ 1.08249377e-02 -3.72597112e-01 -1.27088829e-01 -1.61723850e-01
3.71971212e-01 2.62148899e-02 1.72925074e-01 1.52584865e-01
-1.65132093e-01 -2.20742170e-01]
[ 1.40439326e-01 -1.78955289e-01 -1.42015691e-01 -2.35019570e-03
1.09715344e-01 -5.85829704e-02 1.44673541e-02 -1.49322338e-01
1.31496247e-01 -1.16611834e-01]
[ -1.20390547e-01 1.17877898e-01 2.59300173e-01 -2.08682380e-02
1.80106224e-01 8.65616191e-02 9.35313270e-03 -2.98423556e-01
-1.20724350e-01 -6.38035295e-02]
[ -3.54948538e-01 5.80425277e-02 9.67023458e-03 -3.79888279e-02
1.72116508e-01 -1.68581616e-01 -9.60246940e-03 2.34223077e-01
-9.73067094e-02 6.75861314e-02]
[ 1.47814076e-01 7.56362003e-02 -2.37145069e-01 -9.03488136e-02
1.22687282e-01 -2.93889891e-01 3.02965613e-02 -1.68090843e-01
-2.41172175e-03 -1.90221112e-01]
[ 2.11720592e-01 -1.56014417e-01 6.27856716e-02 -2.32237942e-02
8.13570990e-02 -3.30753513e-02 6.58471542e-03 -1.36903124e-01
1.12300034e-01 -1.80120774e-01]
[ -1.05903383e-01 -4.92457337e-02 1.20567222e-01 1.06842731e-01
4.96960060e-02 -1.11797369e-01 2.47139859e-01 -7.75632971e-02
1.83241066e-01 -5.26654535e-03]
[ 5.28171523e-03 -1.64730335e-01 2.06360138e-01 -2.36194390e-01
3.97655488e-02 1.12228200e-01 4.46656973e-02 -1.14962500e-01
2.72566524e-02 2.30919901e-01]]
[[ 0.59501549]
[ 1.49248405]
[ 0.26705171]
[ 0.84682554]
[-2.6356535 ]
[-0.27883838]
[-1.56154449]
[ 0.04584604]
[ 0.65763365]
[ 0.86964801]]
Progress: 25.0% ... Training loss: 0.298 ... Validation loss: 0.466[[ 1.64046411e-01 2.10832154e-01 -1.07509630e-01 1.11159856e-01
-5.21847566e-01 -7.20379606e-02 -6.27151915e-02 1.23419855e-01
-6.35517749e-02 1.90974451e-01]
[ 1.26310693e-02 1.59367342e-01 -2.05083042e-02 3.96912787e-02
1.03043435e-01 -5.03896402e-03 3.08439023e-01 4.11780460e-02
1.37695337e-01 -3.12754360e-02]
[ 1.79032274e-01 5.03985981e-01 1.60326482e-02 2.25026649e-02
2.38190790e-01 -3.61312083e-02 -5.82666350e-01 -3.75481925e-02
7.03645061e-02 2.92787592e-01]
[ -1.49381036e-02 -3.07025258e-01 -2.33639837e-01 4.61211978e-02
-5.26226033e-04 1.60606833e-01 1.39182730e-01 5.64790170e-02
2.81321813e-02 1.41507372e-01]
[ -5.94537459e-03 1.49645761e-01 -1.44559977e-01 4.73456670e-02
5.68145908e-02 -1.80895327e-01 4.54885252e-02 -1.18924198e-01
-1.82140833e-01 8.42779516e-05]
[ -3.56286626e-01 -4.30573528e-01 -2.87309740e-01 1.65578494e-01
1.20961632e-01 4.06645068e-02 1.21392808e-01 -3.54678277e-02
-1.60621229e-03 2.16428280e-02]
[ -2.87286061e-03 -1.83795984e-01 1.00847574e-02 9.25736105e-02
-1.27196488e-02 -7.15409412e-02 1.73720182e-01 -1.90038646e-01
1.89823659e-01 3.14670616e-02]
[ 1.18972725e-01 -2.18919608e-01 3.67137218e-02 -5.97267137e-02
8.94712662e-02 -4.94800324e-02 5.26123214e-02 1.21622966e-01
8.35121775e-02 -1.48171350e-02]
[ -1.75525860e-01 -1.08122674e-01 -3.06539495e-01 -2.80087547e-02
1.49855454e-02 7.16385616e-02 -1.80520544e-01 -2.87572458e-02
2.54935185e-01 -1.34079646e-01]
[ 7.36934355e-02 -2.96894225e-01 9.69556602e-02 5.04789464e-02
6.14197437e-02 -1.19956608e-01 8.42351990e-02 -9.99775633e-02
3.14758423e-02 1.37121271e-01]
[ -8.14578959e-02 3.46298509e-02 -8.95776833e-04 -1.53963119e-01
4.00286136e-02 2.21380928e-02 1.22959147e-01 -1.02593155e-01
-2.00860297e-02 -1.28771701e-01]
[ -1.14654817e-01 -8.37593015e-02 -7.06603432e-02 -9.78638025e-03
3.78983553e-01 1.02189869e-01 4.81573827e-02 -1.61588032e-02
-1.71939645e-01 -2.12907403e-01]
[ -1.56450021e-01 5.22730026e-03 6.21736137e-02 2.24536097e-02
-1.73961743e-01 -2.19982265e-01 -1.79225683e-01 -1.96963308e-01
8.76352615e-02 1.74907295e-01]
[ -2.35375547e-01 -2.23364079e-01 1.13068592e-01 2.58463220e-01
-9.19830959e-02 -7.86909562e-02 -4.54878294e-02 -2.56174451e-01
-2.24386745e-01 -2.04620301e-02]
[ 1.14884082e-01 -9.42203041e-02 -1.79729601e-02 1.24315184e-01
-2.23727202e-02 -8.81434231e-02 1.52789918e-01 4.03822173e-03
3.38330798e-02 2.01124313e-02]
[ 4.05148260e-02 -5.08799831e-02 -2.09769362e-01 1.53036219e-01
-5.27324350e-02 8.47820321e-02 -7.91943855e-02 -1.95914742e-02
-8.89821803e-02 -6.17854477e-04]
[ -1.25462505e-01 -7.11675728e-02 -2.05168329e-01 1.49814116e-01
1.12299462e-02 1.36106592e-01 1.83752294e-02 -2.50497629e-01
6.40408563e-02 -2.06356823e-01]
[ -7.37727533e-02 -4.50447458e-02 2.74206981e-01 9.22431029e-02
1.40899311e-01 -5.92017070e-02 -1.16591433e-01 1.20315669e-01
6.67723540e-02 2.60855269e-02]
[ 5.41749633e-02 -2.56327760e-02 8.74355596e-02 8.82897205e-02
7.10570283e-02 -1.72782808e-02 2.41331201e-01 1.20654964e-01
-3.19454086e-02 -6.53054979e-02]
[ 5.55111832e-03 -1.57513575e-01 -2.91819000e-01 -5.32528069e-02
2.12344473e-01 -9.02578453e-02 1.74217568e-01 1.63874935e-01
1.05030045e-01 -3.28463626e-02]
[ 5.48621217e-02 5.23804507e-03 -1.15021656e-01 4.97550364e-02
-1.04188719e-01 3.21009874e-01 2.46401031e-01 2.05581748e-01
-1.57351054e-01 -5.41323578e-02]
[ 1.00474430e-03 -2.29859274e-02 1.20951677e-01 1.01787280e-01
4.12008913e-03 1.06938736e-01 -1.35218309e-01 -4.15997649e-02
2.08428487e-01 7.39473654e-02]
[ 1.07037064e-01 7.22570521e-02 -4.81683877e-02 -1.04286518e-01
-9.24150795e-02 -3.28872827e-01 1.14813424e-01 8.52008122e-03
1.39401202e-01 8.66693867e-02]
[ -1.00726391e-01 1.78615705e-03 -1.62213362e-02 1.99890345e-02
1.79833293e-02 -2.02554232e-01 -8.46747921e-02 -1.99516121e-02
1.29966731e-02 1.25579579e-01]
[ -1.38457663e-01 -5.60736538e-02 -1.94466971e-01 4.83834857e-03
-2.84063602e-01 -7.34401983e-03 -2.34700239e-02 -2.30660063e-02
9.75106604e-03 7.11688530e-02]
[ -2.76548847e-02 -6.67528049e-02 -7.36069138e-02 -1.24306164e-01
5.22535602e-01 2.75234080e-01 5.39327889e-01 1.13334104e-01
-1.79385604e-01 -3.71225016e-01]
[ -1.52589237e-02 -3.60480847e-01 -2.93891418e-02 -7.26699143e-02
6.58032679e-01 1.00927860e-01 5.00706558e-01 9.15221364e-02
2.92725961e-02 -3.80474171e-01]
[ 1.21614481e-02 -4.17188507e-01 -4.27556980e-02 -1.07130402e-01
6.77980782e-01 2.36755120e-02 4.69920484e-01 4.88028365e-02
-3.62755730e-01 -2.16779438e-01]
[ -1.60466412e-01 -5.52962852e-01 -5.48085300e-03 -1.92138438e-01
7.34353024e-01 -9.37704201e-02 5.82746332e-01 -8.18153260e-02
-5.91859397e-02 9.20781667e-02]
[ -2.83572595e-01 -3.61651071e-01 5.86608949e-02 -3.95740773e-02
8.99381751e-01 1.39971795e-01 3.83325653e-01 4.82808572e-02
-8.29077935e-02 -1.28045794e-01]
[ -1.92115871e-01 -2.56454892e-01 2.55508280e-01 -2.30289855e-01
6.24396578e-01 -4.81925140e-02 6.41987849e-01 1.41116575e-02
-2.46308630e-01 -1.63772029e-02]
[ -1.23016785e-01 -1.99413319e-01 -1.77950857e-01 -9.40595681e-02
4.66733687e-01 -2.32257779e-01 1.55738876e-01 1.69678023e-01
-3.88175874e-03 -1.11666415e-01]
[ 1.16517109e-01 2.50214190e-01 1.66419299e-01 -8.36205237e-02
-1.01423415e-01 4.75478183e-02 -1.57624816e-01 2.83883075e-01
8.05063781e-02 1.81672339e-01]
[ 3.53813994e-01 3.19553054e-01 -8.12613572e-02 3.21325250e-01
-9.06935582e-01 -2.89652181e-01 -4.82629579e-01 1.78253233e-01
3.85273687e-01 -3.01418204e-02]
[ 4.98568703e-02 1.49107293e-01 2.54118170e-01 2.54989530e-01
-7.07570753e-02 -1.96969823e-01 -1.86892153e-01 -1.32670474e-01
-1.36559001e-01 -2.83599613e-01]
[ 2.64101315e-02 -4.83003131e-02 -1.16944754e-01 -5.02354096e-02
2.35737160e-01 4.01242684e-02 -1.44372644e-02 -1.84141907e-01
3.74792321e-02 2.12412054e-01]
[ 2.10346221e-03 -5.06782690e-02 -6.59073830e-02 -4.82836642e-02
-2.40984953e-02 -1.76860986e-01 8.50527777e-02 1.03015736e-02
3.92939285e-02 9.49602616e-03]
[ 2.70907069e-02 6.30044157e-02 2.43741272e-01 7.16448907e-02
-2.18589238e-01 -1.33603766e-01 1.19715271e-01 3.95299701e-02
-1.87746614e-01 1.06284803e-01]
[ 6.88978370e-02 2.09698033e-02 1.06639342e-01 4.14859584e-03
-2.27357286e-01 7.04256597e-02 7.59563144e-02 -2.70849841e-01
-1.98249715e-02 -9.18466318e-02]
[ -1.51460541e-02 7.63017324e-02 8.30516391e-02 -3.43668840e-02
-2.03377395e-02 1.82940061e-01 1.11753162e-01 1.18293481e-01
-2.48013240e-02 1.69450879e-01]
[ 2.15923820e-01 5.18144763e-02 2.66408081e-02 7.52747605e-02
6.95237604e-02 -2.05437896e-02 -1.45853620e-01 1.48088188e-01
-5.90810108e-02 -2.52971716e-02]
[ 3.78205092e-02 -2.86164941e-02 1.49243941e-02 3.48451792e-02
-3.86109214e-01 -1.21010578e-01 -1.91668301e-01 4.09296440e-02
1.15472844e-01 1.89014241e-01]
[ 3.74119345e-02 5.21076536e-01 1.18384776e-01 4.03100389e-01
-1.06029278e+00 -3.03021598e-01 -6.15996470e-01 -7.31644663e-02
2.79373341e-01 3.25335004e-01]
[ 1.76445337e-01 5.08993054e-01 6.30595277e-02 4.15218816e-01
-8.40887177e-01 -8.26516035e-02 -4.47532160e-01 1.50694481e-01
2.02178671e-01 4.83932390e-01]
[ 2.58547864e-01 2.98780063e-01 2.46236134e-01 1.45103757e-01
-4.05038926e-01 8.09364700e-02 -2.09158653e-01 1.62706653e-01
2.38136052e-01 7.71210618e-02]
[ -7.50123774e-02 2.12872045e-01 2.41029016e-01 1.38446202e-02
-2.82678951e-02 1.31666763e-01 -9.24633660e-02 -1.52187935e-02
-3.50960654e-02 4.84542432e-02]
[ -9.61007315e-02 -3.61562643e-03 2.58925011e-02 9.57673263e-02
-5.74138349e-02 1.15414714e-01 2.53765189e-01 2.04727947e-02
-2.72884688e-01 -9.09466636e-02]
[ -2.19608216e-01 -2.12298689e-02 -9.30310663e-02 -3.44045754e-01
1.81327965e-01 1.19799723e-01 1.01800133e-01 1.03556465e-01
-2.07496233e-01 3.22155531e-02]
[ 1.09678406e-02 -3.72322334e-01 -1.27031450e-01 -1.61509300e-01
3.71346365e-01 2.61451457e-02 1.72638067e-01 1.52596522e-01
-1.64964881e-01 -2.20542719e-01]
[ 1.43204272e-01 -1.72201831e-01 -1.40669268e-01 1.92244301e-03
9.69175973e-02 -5.98569148e-02 7.69593327e-03 -1.49101923e-01
1.34809708e-01 -1.12452918e-01]
[ -1.19849400e-01 1.18962536e-01 2.59553927e-01 -2.01390220e-02
1.78743262e-01 8.63063234e-02 8.02484436e-03 -2.98382598e-01
-1.20157337e-01 -6.30076394e-02]
[ -3.54683648e-01 5.85742015e-02 9.78167649e-03 -3.76408807e-02
1.71055056e-01 -1.68714025e-01 -1.02958154e-02 2.34239421e-01
-9.70080613e-02 6.78720245e-02]
[ 1.48363683e-01 7.66940114e-02 -2.36866411e-01 -8.94882203e-02
1.20289800e-01 -2.94164174e-01 2.91279587e-02 -1.68042548e-01
-1.71218678e-03 -1.89350543e-01]
[ 2.11641148e-01 -1.56736323e-01 6.27337261e-02 -2.33613827e-02
8.16721076e-02 -3.30070813e-02 7.13468125e-03 -1.36910558e-01
1.12232782e-01 -1.80255585e-01]
[ -1.04677178e-01 -4.71709419e-02 1.21086607e-01 1.08622357e-01
4.46260942e-02 -1.12340813e-01 2.44781299e-01 -7.74674551e-02
1.84597173e-01 -3.51525385e-03]
[ 6.87310852e-03 -1.62084859e-01 2.07130254e-01 -2.33670606e-01
3.19295370e-02 1.11451584e-01 4.15692779e-02 -1.14826929e-01
2.91180283e-02 2.33286389e-01]]
[[ 0.62167347]
[ 1.51456623]
[ 0.29259984]
[ 0.87235243]
[-2.60867663]
[-0.25785319]
[-1.53489658]
[ 0.06820225]
[ 0.6844336 ]
[ 0.89577266]]
Progress: 25.1% ... Training loss: 0.305 ... Validation loss: 0.460[[ 1.61380642e-01 2.06457148e-01 -1.08738152e-01 1.07604557e-01
-5.13147982e-01 -7.10516224e-02 -5.73753418e-02 1.23149111e-01
-6.65383066e-02 1.87212315e-01]
[ 1.27527742e-02 1.59667405e-01 -2.04427571e-02 3.98762212e-02
1.02435305e-01 -5.09456039e-03 3.08127013e-01 4.11913948e-02
1.37839161e-01 -3.11259910e-02]
[ 1.79391240e-01 5.03253498e-01 1.62055872e-02 2.24983098e-02
2.40647224e-01 -3.62543173e-02 -5.84398792e-01 -3.75160121e-02
7.06671527e-02 2.93496253e-01]
[ -9.62485193e-03 -2.94202114e-01 -2.31043889e-01 5.36128200e-02
-2.20845513e-02 1.58595649e-01 1.26844985e-01 5.70867789e-02
3.41302280e-02 1.49299074e-01]
[ -7.27282473e-03 1.45388407e-01 -1.45214401e-01 4.58632215e-02
6.20748272e-02 -1.80672566e-01 4.88425390e-02 -1.19066279e-01
-1.83501914e-01 -1.62211690e-03]
[ -3.59853985e-01 -4.36934768e-01 -2.89001693e-01 1.60897762e-01
1.32727355e-01 4.20626024e-02 1.29809223e-01 -3.58600676e-02
-5.51788695e-03 1.64712400e-02]
[ -1.83848915e-03 -1.81627279e-01 1.06183113e-02 9.41314067e-02
-1.67708769e-02 -7.20452520e-02 1.70881889e-01 -1.89902749e-01
1.90983506e-01 3.30468500e-02]
[ 1.15601206e-01 -2.26825989e-01 3.50523651e-02 -6.46298090e-02
1.03263810e-01 -4.80805674e-02 6.03862150e-02 1.21248015e-01
7.97749367e-02 -1.97397419e-02]
[ -1.75272657e-01 -1.07716204e-01 -3.06436942e-01 -2.76853254e-02
1.38913425e-02 7.15423980e-02 -1.81040988e-01 -2.87287384e-02
2.55188262e-01 -1.33765327e-01]
[ 6.79658805e-02 -3.08530988e-01 9.41857646e-02 4.25358283e-02
8.20312431e-02 -1.17689942e-01 9.68264676e-02 -1.00607308e-01
2.51658807e-02 1.28659803e-01]
[ -8.15826781e-02 3.42223618e-02 -9.31756444e-04 -1.53977101e-01
4.03170577e-02 2.21404249e-02 1.23504260e-01 -1.02591598e-01
-2.02004541e-02 -1.28799399e-01]
[ -1.14453784e-01 -8.34074957e-02 -7.05716714e-02 -9.53188207e-03
3.78496445e-01 1.02117957e-01 4.78525729e-02 -1.61334016e-02
-1.71751251e-01 -2.12618324e-01]
[ -1.56450021e-01 5.22730026e-03 6.21736137e-02 2.24536097e-02
-1.73961743e-01 -2.19982265e-01 -1.79225683e-01 -1.96963308e-01
8.76352615e-02 1.74907295e-01]
[ -2.37026185e-01 -2.25655412e-01 1.12252204e-01 2.56182293e-01
-8.66938869e-02 -7.79792669e-02 -4.17380432e-02 -2.56365427e-01
-2.26281890e-01 -2.29501900e-02]
[ 1.13135876e-01 -9.76815467e-02 -1.87841565e-02 1.22090477e-01
-1.64338264e-02 -8.75140593e-02 1.56828086e-01 3.85139090e-03
3.19897213e-02 1.76983951e-02]
[ 4.01085777e-02 -5.22899300e-02 -2.09964375e-01 1.52581519e-01
-5.15395030e-02 8.48969645e-02 -7.78959148e-02 -1.96267367e-02
-8.94040964e-02 -1.27928321e-03]
[ -1.25214288e-01 -7.08398629e-02 -2.05053772e-01 1.50206206e-01
1.03011624e-02 1.36018258e-01 1.77188244e-02 -2.50467804e-01
6.43458742e-02 -2.05966996e-01]
[ -7.30778137e-02 -4.33037473e-02 2.74553545e-01 9.31481040e-02
1.38290243e-01 -5.95080707e-02 -1.18306191e-01 1.20395337e-01
6.75226500e-02 2.70547574e-02]
[ 5.45039113e-02 -2.47314976e-02 8.76386375e-02 8.88300276e-02
6.98883405e-02 -1.74457839e-02 2.40194062e-01 1.20702197e-01
-3.15921308e-02 -6.46927304e-02]
[ 5.67409062e-03 -1.56697888e-01 -2.91742933e-01 -5.29737786e-02
2.11227585e-01 -9.03571599e-02 1.73465652e-01 1.63899800e-01
1.05178849e-01 -3.24993040e-02]
[ 5.23958527e-02 -7.89932650e-04 -1.16237898e-01 4.60970839e-02
-9.35624185e-02 3.22052878e-01 2.52602861e-01 2.05305459e-01
-1.60214360e-01 -5.78185280e-02]
[ -2.34787603e-05 -2.56800178e-02 1.20430496e-01 1.00263109e-01
8.40322115e-03 1.07394512e-01 -1.32894329e-01 -4.17232912e-02
2.07405747e-01 7.23638701e-02]
[ 1.07369146e-01 7.30022126e-02 -4.80112595e-02 -1.03828081e-01
-9.37681868e-02 -3.29005280e-01 1.14029111e-01 8.55663426e-03
1.39750426e-01 8.71386034e-02]
[ -1.00594148e-01 2.10563597e-03 -1.61664917e-02 2.01711668e-02
1.74470456e-02 -2.02606899e-01 -8.50578510e-02 -1.99360411e-02
1.31299642e-02 1.25764735e-01]
[ -1.38668784e-01 -5.67318232e-02 -1.94576390e-01 4.52120802e-03
-2.83268414e-01 -7.25506363e-03 -2.28230953e-02 -2.30896229e-02
9.52162810e-03 7.08287995e-02]
[ -2.84023922e-02 -6.86715444e-02 -7.39805702e-02 -1.25440482e-01
5.25844315e-01 2.75553612e-01 5.41217541e-01 1.13250666e-01
-1.80266708e-01 -3.72379735e-01]
[ -1.62107193e-02 -3.62941807e-01 -2.98513286e-02 -7.40363644e-02
6.61790357e-01 1.01331237e-01 5.03091586e-01 9.14211207e-02
2.82119455e-02 -3.81883980e-01]
[ 1.22288931e-02 -4.17261334e-01 -4.27099517e-02 -1.06963987e-01
6.77685130e-01 2.36269595e-02 4.69983173e-01 4.88168908e-02
-3.62655114e-01 -2.16677650e-01]
[ -1.60696076e-01 -5.53453421e-01 -5.59241254e-03 -1.92468555e-01
7.35210021e-01 -9.36829865e-02 5.83215824e-01 -8.18411733e-02
-5.94356021e-02 9.17465391e-02]
[ -2.83216247e-01 -3.61282392e-01 5.88361320e-02 -3.90303176e-02
8.98094594e-01 1.39828707e-01 3.82790722e-01 4.83233580e-02
-8.24855948e-02 -1.27526643e-01]
[ -1.92225389e-01 -2.56753106e-01 2.55470587e-01 -2.30414722e-01
6.24714431e-01 -4.81558601e-02 6.42238971e-01 1.41021901e-02
-2.46409221e-01 -1.64895742e-02]
[ -1.23412821e-01 -2.00033735e-01 -1.78117766e-01 -9.46295270e-02
4.68387951e-01 -2.32092918e-01 1.56531474e-01 1.69633550e-01
-4.33115749e-03 -1.12250171e-01]
[ 1.16263020e-01 2.49666201e-01 1.66301979e-01 -8.39457272e-02
-1.00340740e-01 4.76415269e-02 -1.57061535e-01 2.83859522e-01
8.01919983e-02 1.81313799e-01]
[ 3.53208068e-01 3.19994437e-01 -8.15429332e-02 3.20604044e-01
-9.06081914e-01 -2.89402039e-01 -4.81870575e-01 1.78192436e-01
3.84721866e-01 -3.08896257e-02]
[ 4.97079093e-02 1.48652012e-01 2.54039325e-01 2.54741334e-01
-7.02097264e-02 -1.96904349e-01 -1.86611682e-01 -1.32690092e-01
-1.36745230e-01 -2.83854411e-01]
[ 2.64828469e-02 -4.82111060e-02 -1.16911489e-01 -5.01143143e-02
2.35372604e-01 4.00903888e-02 -1.45983634e-02 -1.84132844e-01
3.75741959e-02 2.12531718e-01]
[ 2.93625898e-03 -4.85809516e-02 -6.55003721e-02 -4.70457361e-02
-2.78520730e-02 -1.77221201e-01 8.28909462e-02 1.03983127e-02
4.02081059e-02 1.07552240e-02]
[ 2.72064362e-02 6.34656221e-02 2.43793811e-01 7.18069105e-02
-2.18986159e-01 -1.33665745e-01 1.19321469e-01 3.95370337e-02
-1.87595636e-01 1.06452377e-01]
[ 6.87958280e-02 2.07114593e-02 1.06585855e-01 3.99338572e-03
-2.27145399e-01 7.04542898e-02 7.61340935e-02 -2.70864689e-01
-1.99329219e-02 -9.20256117e-02]
[ -1.62985757e-02 7.36163189e-02 8.24715636e-02 -3.61069910e-02
-1.52282132e-02 1.83420800e-01 1.14543110e-01 1.18158758e-01
-2.61444158e-02 1.67712154e-01]
[ 2.16072758e-01 5.21159098e-02 2.66978598e-02 7.54721038e-02
6.88291952e-02 -2.06136832e-02 -1.46287449e-01 1.48104395e-01
-5.89273378e-02 -2.50843923e-02]
[ 3.70297734e-02 -3.00436678e-02 1.45466049e-02 3.37064814e-02
-3.82886282e-01 -1.20679619e-01 -1.89847990e-01 4.08421474e-02
1.14574581e-01 1.87852861e-01]
[ 3.66973459e-02 5.19255739e-01 1.18037111e-01 4.02131995e-01
-1.05790046e+00 -3.02740114e-01 -6.14160805e-01 -7.32380198e-02
2.78597717e-01 3.24208052e-01]
[ 1.75623912e-01 5.07084963e-01 6.26746104e-02 4.14242197e-01
-8.38130180e-01 -8.23843801e-02 -4.45562476e-01 1.50607726e-01
2.01300501e-01 4.82851180e-01]
[ 2.58684062e-01 2.99089745e-01 2.46295656e-01 1.45294869e-01
-4.05612124e-01 8.08834732e-02 -2.09485179e-01 1.62721885e-01
2.38277427e-01 7.73133831e-02]
[ -7.50407236e-02 2.12817802e-01 2.41018714e-01 1.38256714e-02
-2.80661231e-02 1.31672834e-01 -9.24296443e-02 -1.52185785e-02
-3.51252821e-02 4.84113739e-02]
[ -9.63774919e-02 -4.24239857e-03 2.57542951e-02 9.53572228e-02
-5.62317707e-02 1.15537234e-01 2.54368704e-01 2.04405581e-02
-2.73210679e-01 -9.13451745e-02]
[ -2.19547178e-01 -2.11157650e-02 -9.30020094e-02 -3.43965532e-01
1.81072100e-01 1.19774323e-01 1.01652605e-01 1.03563276e-01
-2.07430763e-01 3.23027717e-02]
[ 1.08552108e-02 -3.72551958e-01 -1.27085894e-01 -1.61683400e-01
3.71924000e-01 2.61994288e-02 1.72945226e-01 1.52583671e-01
-1.65092180e-01 -2.20720448e-01]
[ 1.42111515e-01 -1.75005658e-01 -1.41240939e-01 2.92316332e-04
1.01030141e-01 -5.93797572e-02 1.03472664e-02 -1.49228160e-01
1.33662544e-01 -1.14200549e-01]
[ -1.21315393e-01 1.15575791e-01 2.58880953e-01 -2.21699804e-02
1.84388060e-01 8.69023576e-02 1.14324834e-02 -2.98536311e-01
-1.21772033e-01 -6.51222211e-02]
[ -3.55700361e-01 5.62677559e-02 9.29540915e-03 -3.91377104e-02
1.75202912e-01 -1.68317587e-01 -7.89291867e-03 2.34131098e-01
-9.81290299e-02 6.63259660e-02]
[ 1.47699956e-01 7.49141787e-02 -2.37196949e-01 -9.04571054e-02
1.23126960e-01 -2.93910275e-01 3.07552815e-02 -1.68116011e-01
-2.48180813e-03 -1.90371497e-01]
[ 2.12937937e-01 -1.53114817e-01 6.34036604e-02 -2.13882416e-02
7.68681553e-02 -3.36209623e-02 3.53673459e-03 -1.36748913e-01
1.13659371e-01 -1.78168575e-01]
[ -1.05325566e-01 -4.87410036e-02 1.20759539e-01 1.07780138e-01
4.73540342e-02 -1.12082377e-01 2.46477881e-01 -7.75397188e-02
1.83841158e-01 -4.44216521e-03]
[ 4.81259425e-03 -1.65551897e-01 2.06131636e-01 -2.36377330e-01
3.76760267e-02 1.12280587e-01 4.62130231e-02 -1.15057361e-01
2.68639131e-02 2.30355428e-01]]
[[ 0.60367986]
[ 1.49795766]
[ 0.2725637 ]
[ 0.8513432 ]
[-2.62517663]
[-0.27450058]
[-1.55506934]
[ 0.05022413]
[ 0.66714524]
[ 0.87544183]]
Progress: 25.1% ... Training loss: 0.294 ... Validation loss: 0.459[[ 1.62891077e-01 2.08819497e-01 -1.08017498e-01 1.09579765e-01
-5.18747389e-01 -7.16524895e-02 -6.00740822e-02 1.23283135e-01
-6.48053281e-02 1.89234198e-01]
[ 1.34214642e-02 1.61137515e-01 -2.01158205e-02 4.09087173e-02
9.96659625e-02 -5.41596899e-03 3.06438740e-01 4.12487557e-02
1.38575633e-01 -3.01784319e-02]
[ 1.83172583e-01 5.10843140e-01 1.78126312e-02 2.74430623e-02
2.26644714e-01 -3.77390891e-02 -5.93085613e-01 -3.72095016e-02
7.49320498e-02 2.98477365e-01]
[ -1.39681410e-02 -3.02738552e-01 -2.33047323e-01 4.75230336e-02
-3.94044801e-03 1.60432827e-01 1.36520170e-01 5.67163415e-02
2.91875723e-02 1.43122000e-01]
[ -4.48270613e-03 1.51394008e-01 -1.43937510e-01 4.97852405e-02
5.12123081e-02 -1.81801216e-01 4.18538021e-02 -1.18834276e-01
-1.80687946e-01 2.38106152e-03]
[ -3.59986892e-01 -4.37683737e-01 -2.88994591e-01 1.60995591e-01
1.32011878e-01 4.20522571e-02 1.30639592e-01 -3.58611089e-02
-5.50496285e-03 1.64022669e-02]
[ -2.95489885e-04 -1.78647249e-01 1.14007787e-02 9.61057306e-02
-2.19825098e-02 -7.26857655e-02 1.67341147e-01 -1.89778395e-01
1.92795834e-01 3.51136869e-02]
[ 1.16745390e-01 -2.24959948e-01 3.55399950e-02 -6.29908431e-02
9.85458910e-02 -4.85289771e-02 5.80734841e-02 1.21346022e-01
8.11396439e-02 -1.80991133e-02]
[ -1.74500003e-01 -1.06231320e-01 -3.06066118e-01 -2.65986897e-02
1.05066847e-02 7.11868774e-02 -1.82717662e-01 -2.86654141e-02
2.56046365e-01 -1.32662398e-01]
[ 7.19951218e-02 -2.99925931e-01 9.60986523e-02 4.83902427e-02
6.43858905e-02 -1.19487435e-01 8.73919343e-02 -1.00264557e-01
2.99973248e-02 1.34407673e-01]
[ -8.20258497e-02 3.16967149e-02 -1.11887737e-03 -1.54690596e-01
4.24314421e-02 2.23683758e-02 1.25545910e-01 -1.02628990e-01
-2.07254952e-02 -1.29455815e-01]
[ -1.14712922e-01 -8.39049185e-02 -7.06494141e-02 -9.87504685e-03
3.79997727e-01 1.02232710e-01 4.85456776e-02 -1.61541155e-02
-1.72009592e-01 -2.12968356e-01]
[ -1.56450021e-01 5.22730026e-03 6.21736137e-02 2.24536097e-02
-1.73961743e-01 -2.19982265e-01 -1.79225683e-01 -1.96963308e-01
8.76352615e-02 1.74907295e-01]
[ -2.36887849e-01 -2.25354733e-01 1.12363577e-01 2.56562700e-01
-8.81077117e-02 -7.80926545e-02 -4.17608198e-02 -2.56347461e-01
-2.26028932e-01 -2.26809373e-02]
[ 1.13195963e-01 -9.78196527e-02 -1.87400941e-02 1.22250226e-01
-1.68604882e-02 -8.75489941e-02 1.56749398e-01 3.85835444e-03
3.20849810e-02 1.78016342e-02]
[ 4.07877901e-02 -5.11806537e-02 -2.09627292e-01 1.53495638e-01
-5.38432874e-02 8.45779818e-02 -7.93006847e-02 -1.95659079e-02
-8.86542765e-02 -2.21674112e-04]
[ -1.24983938e-01 -7.03371425e-02 -2.04936923e-01 1.50492298e-01
9.79907096e-03 1.35932933e-01 1.71514184e-02 -2.50448625e-01
6.46387175e-02 -2.05626639e-01]
[ -7.19145437e-02 -4.06526709e-02 2.75154063e-01 9.47670074e-02
1.33234301e-01 -6.00356661e-02 -1.21216847e-01 1.20492512e-01
6.88247024e-02 2.86330838e-02]
[ 5.47402795e-02 -2.50472590e-02 8.77171788e-02 8.91518131e-02
6.91358494e-02 -1.74690719e-02 2.40043335e-01 1.20719359e-01
-3.11800913e-02 -6.44266616e-02]
[ 6.68042772e-03 -1.54300664e-01 -2.91278689e-01 -5.14853375e-02
2.07186517e-01 -9.08218898e-02 1.71014764e-01 1.63988092e-01
1.06333361e-01 -3.10511407e-02]
[ 5.24670170e-02 -6.89112876e-04 -1.16241590e-01 4.61335963e-02
-9.40447913e-02 3.22048689e-01 2.52619349e-01 2.05308502e-01
-1.60177030e-01 -5.77560170e-02]
[ -2.60180366e-04 -2.62140156e-02 1.20317787e-01 9.99300613e-02
9.43703295e-03 1.07503933e-01 -1.32329307e-01 -4.17455361e-02
2.07202216e-01 7.19908289e-02]
[ 1.07099652e-01 7.21163905e-02 -4.81200817e-02 -1.04212488e-01
-9.26359708e-02 -3.28891649e-01 1.14813206e-01 8.53482623e-03
1.39444935e-01 8.67906206e-02]
[ -9.99188654e-02 3.54975106e-03 -1.58551201e-02 2.11354789e-02
1.44801848e-02 -2.02916449e-01 -8.66952308e-02 -1.98796808e-02
1.38858589e-02 1.26761567e-01]
[ -1.39096065e-01 -5.77820591e-02 -1.94767187e-01 3.86609723e-03
-2.81519032e-01 -7.05092360e-03 -2.16651881e-02 -2.31278936e-02
9.02600286e-03 7.01688865e-02]
[ -2.82834756e-02 -6.83723622e-02 -7.39284638e-02 -1.25270928e-01
5.25526591e-01 2.75500174e-01 5.40925965e-01 1.13260584e-01
-1.80140168e-01 -3.72209996e-01]
[ -1.60039290e-02 -3.62632710e-01 -2.97616062e-02 -7.37156422e-02
6.61130097e-01 1.01233177e-01 5.02749980e-01 9.14396832e-02
2.84697161e-02 -3.81583822e-01]
[ 1.22226838e-02 -4.17262755e-01 -4.26961878e-02 -1.06900097e-01
6.77554049e-01 2.36065247e-02 4.70192279e-01 4.88185285e-02
-3.62646574e-01 -2.16695575e-01]
[ -1.60313188e-01 -5.52953575e-01 -5.40282022e-03 -1.91874495e-01
7.33586606e-01 -9.38721319e-02 5.82437668e-01 -8.18066413e-02
-5.89742003e-02 9.23578318e-02]
[ -2.83261473e-01 -3.61447800e-01 5.88232031e-02 -3.90748412e-02
8.98206925e-01 1.39839910e-01 3.83025258e-01 4.83206689e-02
-8.25124664e-02 -1.27575297e-01]
[ -1.92336103e-01 -2.57014923e-01 2.55426945e-01 -2.30562144e-01
6.25060759e-01 -4.81080269e-02 6.42479915e-01 1.40935346e-02
-2.46524235e-01 -1.66391427e-02]
[ -1.23338185e-01 -2.00075742e-01 -1.78079958e-01 -9.44833698e-02
4.67942568e-01 -2.32140608e-01 1.56421943e-01 1.69642759e-01
-4.20589145e-03 -1.12104814e-01]
[ 1.15921877e-01 2.48984633e-01 1.66174219e-01 -8.43929342e-02
-9.90996210e-02 4.77735155e-02 -1.56280630e-01 2.83832465e-01
7.98530028e-02 1.80913216e-01]
[ 3.52122645e-01 3.17605774e-01 -8.21031525e-02 3.18826729e-01
-9.01350881e-01 -2.88800616e-01 -4.78885522e-01 1.78087969e-01
3.83459894e-01 -3.26491484e-02]
[ 4.98130758e-02 1.48806704e-01 2.54079535e-01 2.54864975e-01
-7.07087907e-02 -1.96957608e-01 -1.86913773e-01 -1.32682437e-01
-1.36653200e-01 -2.83730510e-01]
[ 2.68142181e-02 -4.73230722e-02 -1.16747478e-01 -4.96129638e-02
2.34105598e-01 3.99285654e-02 -1.54794888e-02 -1.84104038e-01
3.79544194e-02 2.12887117e-01]
[ 2.88649710e-03 -4.87487467e-02 -6.55151401e-02 -4.70960786e-02
-2.77153211e-02 -1.77202989e-01 8.30310436e-02 1.03956845e-02
4.01695165e-02 1.07045027e-02]
[ 2.70911832e-02 6.30845653e-02 2.43748542e-01 7.16421918e-02
-2.18487513e-01 -1.33616585e-01 1.19727618e-01 3.95267664e-02
-1.87707938e-01 1.06290198e-01]
[ 6.94105224e-02 2.23221995e-02 1.06882556e-01 4.91980022e-03
-2.29995671e-01 7.01561863e-02 7.44848636e-02 -2.70813222e-01
-1.92162834e-02 -9.10641550e-02]
[ -1.59678665e-02 7.43750734e-02 8.26147825e-02 -3.56506008e-02
-1.66406562e-02 1.83273324e-01 1.13724427e-01 1.18183301e-01
-2.58020439e-02 1.68166441e-01]
[ 2.16580318e-01 5.31953941e-02 2.69504407e-02 7.62132545e-02
6.66347778e-02 -2.08503026e-02 -1.47574073e-01 1.48148364e-01
-5.83518976e-02 -2.43228543e-02]
[ 3.72866747e-02 -2.94377451e-02 1.46564753e-02 3.40703057e-02
-3.84001189e-01 -1.20793616e-01 -1.90440086e-01 4.08627073e-02
1.14859586e-01 1.88212164e-01]
[ 3.81096649e-02 5.21254568e-01 1.18677611e-01 4.04057635e-01
-1.06312003e+00 -3.03285086e-01 -6.16917331e-01 -7.31206065e-02
2.80185907e-01 3.26188908e-01]
[ 1.75180621e-01 5.05866957e-01 6.25539936e-02 4.13670237e-01
-8.36727743e-01 -8.21749521e-02 -4.44456869e-01 1.50577515e-01
2.00929725e-01 4.82230152e-01]
[ 2.58794327e-01 2.99420888e-01 2.46350758e-01 1.45414178e-01
-4.05994784e-01 8.08228977e-02 -2.09796741e-01 1.62733013e-01
2.38407378e-01 7.74702600e-02]
[ -7.48137748e-02 2.13379715e-01 2.41124671e-01 1.41705464e-02
-2.90358509e-02 1.31563916e-01 -9.29769501e-02 -1.51987238e-02
-3.48582415e-02 4.87397767e-02]
[ -9.57554314e-02 -2.79299992e-03 2.60281144e-02 9.62003911e-02
-5.84690211e-02 1.15263763e-01 2.52800110e-01 2.04908992e-02
-2.72540460e-01 -9.04512707e-02]
[ -2.19374779e-01 -2.08060423e-02 -9.29190768e-02 -3.43683121e-01
1.80159355e-01 1.19683789e-01 1.01183884e-01 1.03579766e-01
-2.07206004e-01 3.25836680e-02]
[ 1.09055388e-02 -3.72518991e-01 -1.27060564e-01 -1.61604717e-01
3.71663589e-01 2.61739094e-02 1.72846476e-01 1.52588205e-01
-1.65030984e-01 -2.20652212e-01]
[ 1.42707173e-01 -1.73937734e-01 -1.40975245e-01 1.23860030e-03
9.86768817e-02 -5.96398368e-02 8.71467464e-03 -1.49182578e-01
1.34533339e-01 -1.13327703e-01]
[ -1.19516248e-01 1.18957622e-01 2.59714761e-01 -1.95643656e-02
1.76809186e-01 8.61204522e-02 7.40658167e-03 -2.98383599e-01
-1.19733887e-01 -6.25797678e-02]
[ -3.55425631e-01 5.64691438e-02 9.46303217e-03 -3.86970504e-02
1.74476994e-01 -1.68468640e-01 -8.25672656e-03 2.34158024e-01
-9.77362049e-02 6.68780497e-02]
[ 1.47980352e-01 7.54075352e-02 -2.37035911e-01 -9.00644822e-02
1.21835580e-01 -2.94033143e-01 3.02505656e-02 -1.68088606e-01
-2.16514872e-03 -1.90069327e-01]
[ 2.12408916e-01 -1.54090831e-01 6.31846019e-02 -2.21031993e-02
7.87823459e-02 -3.33778991e-02 4.94528540e-03 -1.36790771e-01
1.13102181e-01 -1.78911231e-01]
[ -1.04077281e-01 -4.64331081e-02 1.21329503e-01 1.09395681e-01
4.30287801e-02 -1.12626203e-01 2.43743284e-01 -7.74343078e-02
1.85181102e-01 -2.71790213e-03]
[ 4.47033156e-03 -1.66446291e-01 2.06000591e-01 -2.36865342e-01
3.80068354e-02 1.12442466e-01 4.73663080e-02 -1.15088894e-01
2.65107956e-02 2.29845690e-01]]
[[ 0.61609916]
[ 1.51289677]
[ 0.286725 ]
[ 0.86481085]
[-2.60982857]
[-0.2662759 ]
[-1.5451857 ]
[ 0.05888823]
[ 0.67902983]
[ 0.88929158]]
Progress: 25.1% ... Training loss: 0.299 ... Validation loss: 0.453[[ 1.62209958e-01 2.06461964e-01 -1.08235600e-01 1.08610026e-01
-5.16350674e-01 -7.13050517e-02 -5.86650015e-02 1.23220163e-01
-6.54308319e-02 1.88197602e-01]
[ 1.35130079e-02 1.61259299e-01 -2.00692261e-02 4.10485695e-02
9.91221518e-02 -5.45794160e-03 3.06314291e-01 4.12587847e-02
1.38703446e-01 -3.00567884e-02]
[ 1.82630448e-01 5.09877510e-01 1.73895617e-02 2.59954970e-02
2.30354679e-01 -3.71862411e-02 -5.92690174e-01 -3.73030590e-02
7.41063008e-02 2.97433311e-01]
[ -1.55078452e-02 -3.06073103e-01 -2.34007515e-01 4.50297458e-02
3.73057223e-03 1.61080796e-01 1.40752086e-01 5.65222138e-02
2.71627734e-02 1.40780361e-01]
[ -2.65916688e-03 1.55701676e-01 -1.42984404e-01 5.25814203e-02
4.30355575e-02 -1.82601554e-01 3.74165149e-02 -1.18623180e-01
-1.78526522e-01 5.13120896e-03]
[ -3.59420249e-01 -4.37669399e-01 -2.88605310e-01 1.62219192e-01
1.28292666e-01 4.16723037e-02 1.30077415e-01 -3.57822645e-02
-4.65539038e-03 1.74406591e-02]
[ -2.30599510e-03 -1.83382483e-01 1.05188416e-02 9.31995735e-02
-1.32808180e-02 -7.18210854e-02 1.72034532e-01 -1.89968859e-01
1.90572439e-01 3.23029103e-02]
[ 1.17350062e-01 -2.24612204e-01 3.58450339e-02 -6.21427096e-02
9.53495627e-02 -4.86907538e-02 5.68946856e-02 1.21408286e-01
8.19473851e-02 -1.71909972e-02]
[ -1.75382896e-01 -1.08364601e-01 -3.06463337e-01 -2.78315036e-02
1.34299970e-02 7.15616774e-02 -1.80547430e-01 -2.87489434e-02
2.55158607e-01 -1.33880679e-01]
[ 7.07783888e-02 -3.04956627e-01 9.57001306e-02 4.68768393e-02
6.83474639e-02 -1.18956672e-01 9.12747771e-02 -1.00358355e-01
2.89400010e-02 1.32975696e-01]
[ -8.28654497e-02 2.96439741e-02 -1.49733948e-03 -1.55842980e-01
4.47408005e-02 2.27274730e-02 1.27571188e-01 -1.02710003e-01
-2.16095992e-02 -1.30711919e-01]
[ -1.14378674e-01 -8.33279149e-02 -7.04572667e-02 -9.27649721e-03
3.78436259e-01 1.02040600e-01 4.77601980e-02 -1.61121907e-02
-1.71522003e-01 -2.12362825e-01]
[ -1.56450021e-01 5.22730026e-03 6.21736137e-02 2.24536097e-02
-1.73961743e-01 -2.19982265e-01 -1.79225683e-01 -1.96963308e-01
8.76352615e-02 1.74907295e-01]
[ -2.35666783e-01 -2.23285251e-01 1.13027424e-01 2.58548702e-01
-9.40399189e-02 -7.87302560e-02 -4.43216552e-02 -2.56213886e-01
-2.24525311e-01 -2.08447916e-02]
[ 1.12826040e-01 -9.90985344e-02 -1.88938000e-02 1.21789051e-01
-1.55874600e-02 -8.73992453e-02 1.57838234e-01 3.82563941e-03
3.17128090e-02 1.73134470e-02]
[ 3.99642575e-02 -5.28673370e-02 -2.09986926e-01 1.52431381e-01
-5.05906345e-02 8.49253297e-02 -7.72869034e-02 -1.96391287e-02
-8.95352699e-02 -1.30030150e-03]
[ -1.25121939e-01 -7.03610585e-02 -2.04975940e-01 1.50277952e-01
1.10128343e-02 1.35996977e-01 1.71630003e-02 -2.50458208e-01
6.44835468e-02 -2.05804887e-01]
[ -7.25849030e-02 -4.27279758e-02 2.74852591e-01 9.37951705e-02
1.35572871e-01 -5.97553094e-02 -1.19452235e-01 1.20425904e-01
6.80885315e-02 2.76581246e-02]
[ 5.50639719e-02 -2.48933799e-02 8.79471209e-02 8.97064438e-02
6.74257623e-02 -1.75671180e-02 2.39419374e-01 1.20763952e-01
-3.06621312e-02 -6.38458775e-02]
[ 6.19536359e-03 -1.55719107e-01 -2.91560782e-01 -5.23268490e-02
2.09297646e-01 -9.05893098e-02 1.72089616e-01 1.63933564e-01
1.05747010e-01 -3.17730766e-02]
[ 5.21601180e-02 -1.68413438e-03 -1.16385136e-01 4.56819304e-02
-9.29971770e-02 3.22201445e-01 2.53563301e-01 2.05274118e-01
-1.60536182e-01 -5.82037466e-02]
[ -1.54670604e-04 -2.59131099e-02 1.20392205e-01 1.00130212e-01
8.85749913e-03 1.07468394e-01 -1.32579391e-01 -4.17327192e-02
2.07394488e-01 7.21962198e-02]
[ 1.07092123e-01 7.21226052e-02 -4.81209794e-02 -1.04220349e-01
-9.25260641e-02 -3.28889039e-01 1.14815683e-01 8.53475370e-03
1.39427631e-01 8.67844897e-02]
[ -9.98506117e-02 3.63774763e-03 -1.58175471e-02 2.12456273e-02
1.41368396e-02 -2.02953673e-01 -8.68252243e-02 -1.98708652e-02
1.39829998e-02 1.26879805e-01]
[ -1.39735363e-01 -5.94287201e-02 -1.95077437e-01 2.96057932e-03
-2.79591060e-01 -6.77420547e-03 -1.98777650e-02 -2.31894701e-02
8.36848438e-03 6.92415953e-02]
[ -2.81731726e-02 -6.81860588e-02 -7.38739673e-02 -1.25079268e-01
5.24972133e-01 2.75444116e-01 5.40769892e-01 1.13273979e-01
-1.79990759e-01 -3.72027806e-01]
[ -1.59252649e-02 -3.63116286e-01 -2.96877941e-02 -7.34815043e-02
6.60560720e-01 1.01168537e-01 5.03060953e-01 9.14553783e-02
2.86354537e-02 -3.81452645e-01]
[ 1.21746021e-02 -4.17448763e-01 -4.27215132e-02 -1.06963240e-01
6.77616684e-01 2.36271923e-02 4.70386350e-01 4.88143113e-02
-3.62697337e-01 -2.16775852e-01]
[ -1.60273943e-01 -5.53002389e-01 -5.35914328e-03 -1.91743953e-01
7.33247841e-01 -9.39116328e-02 5.82444801e-01 -8.17993682e-02
-5.88848148e-02 9.24748199e-02]
[ -2.83143685e-01 -3.61543050e-01 5.88931077e-02 -3.88569556e-02
8.97659017e-01 1.39770226e-01 3.82954736e-01 4.83365217e-02
-8.23612574e-02 -1.27332868e-01]
[ -1.92663139e-01 -2.57829486e-01 2.55292587e-01 -2.30983475e-01
6.26355130e-01 -4.79791454e-02 6.43195841e-01 1.40662774e-02
-2.46869356e-01 -1.70528103e-02]
[ -1.23768264e-01 -2.00946764e-01 -1.78271729e-01 -9.50627593e-02
4.69572378e-01 -2.31963219e-01 1.57338044e-01 1.69604787e-01
-4.63198490e-03 -1.12701023e-01]
[ 1.14607613e-01 2.45753410e-01 1.65546361e-01 -8.63842017e-02
-9.33272594e-02 4.83809227e-02 -1.53033156e-01 2.83697617e-01
7.83076581e-02 1.79020420e-01]
[ 3.50889329e-01 3.14320739e-01 -8.27277539e-02 3.16835800e-01
-8.96373214e-01 -2.88218408e-01 -4.75970592e-01 1.77953157e-01
3.82070087e-01 -3.44075790e-02]
[ 4.97189918e-02 1.48472049e-01 2.54060148e-01 2.54770779e-01
-7.06053574e-02 -1.96951703e-01 -1.86702617e-01 -1.32686096e-01
-1.36710933e-01 -2.83838153e-01]
[ 2.63129214e-02 -4.86846179e-02 -1.16983757e-01 -5.03399726e-02
2.36094239e-01 4.01372351e-02 -1.42053425e-02 -1.84152023e-01
3.73958005e-02 2.12189202e-01]
[ 3.15663718e-03 -4.80890109e-02 -6.53945579e-02 -4.66990404e-02
-2.88101046e-02 -1.77340686e-01 8.23800514e-02 1.04240576e-02
4.04597793e-02 1.10708388e-02]
[ 2.68549900e-02 6.24714375e-02 2.43644054e-01 7.13008979e-02
-2.17450119e-01 -1.33511242e-01 1.20326100e-01 3.95027363e-02
-1.87977675e-01 1.05960803e-01]
[ 6.91425089e-02 2.16436182e-02 1.06765511e-01 4.54072891e-03
-2.28869807e-01 7.02686777e-02 7.51205904e-02 -2.70834337e-01
-1.95081297e-02 -9.14089783e-02]
[ -1.49809204e-02 7.67238123e-02 8.30831778e-02 -3.42594535e-02
-2.08232481e-02 1.82835015e-01 1.11258011e-01 1.18276749e-01
-2.47466193e-02 1.69555604e-01]
[ 2.16666465e-01 5.33337055e-02 2.70080529e-02 7.63787091e-02
6.61359180e-02 -2.08925897e-02 -1.47857450e-01 1.48160127e-01
-5.82009183e-02 -2.41938285e-02]
[ 3.83908700e-02 -2.66812242e-02 1.52109308e-02 3.57459435e-02
-3.88790297e-01 -1.21273113e-01 -1.93049871e-01 4.09762444e-02
1.16155775e-01 1.89823044e-01]
[ 3.80631151e-02 5.21264333e-01 1.18661645e-01 4.03983554e-01
-1.06292594e+00 -3.03267629e-01 -6.16892476e-01 -7.31261086e-02
2.80106345e-01 3.26140066e-01]
[ 1.75548568e-01 5.06128866e-01 6.27908035e-02 4.14380818e-01
-8.39224806e-01 -8.22780663e-02 -4.45121434e-01 1.50627673e-01
2.01541369e-01 4.82829689e-01]
[ 2.58787443e-01 2.99404956e-01 2.46353699e-01 1.45412000e-01
-4.06160845e-01 8.08291118e-02 -2.09798800e-01 1.62727273e-01
2.38417493e-01 7.74502768e-02]
[ -7.50806032e-02 2.12772861e-01 2.41001022e-01 1.37837931e-02
-2.78323834e-02 1.31682317e-01 -9.22571145e-02 -1.52236056e-02
-3.51641357e-02 4.83473103e-02]
[ -9.58122809e-02 -2.92371766e-03 2.60052993e-02 9.61352648e-02
-5.82670083e-02 1.15281356e-01 2.52893341e-01 2.04861331e-02
-2.72592579e-01 -9.05443663e-02]
[ -2.19458702e-01 -2.10123324e-02 -9.29522657e-02 -3.43783039e-01
1.80456548e-01 1.19714637e-01 1.01410055e-01 1.03572801e-01
-2.07285960e-01 3.24716671e-02]
[ 1.09354776e-02 -3.72423514e-01 -1.27051354e-01 -1.61570351e-01
3.71723094e-01 2.61629703e-02 1.72782694e-01 1.52589575e-01
-1.65002584e-01 -2.20614944e-01]
[ 1.42831637e-01 -1.73945396e-01 -1.40879681e-01 1.55146414e-03
9.77358255e-02 -5.96994413e-02 8.69229370e-03 -1.49157103e-01
1.34750939e-01 -1.13058915e-01]
[ -1.20535260e-01 1.16169068e-01 2.59269882e-01 -2.09369842e-02
1.80591256e-01 8.65161866e-02 1.00823220e-02 -2.98470534e-01
-1.20804696e-01 -6.39616932e-02]
[ -3.54660502e-01 5.74155446e-02 9.86640514e-03 -3.75035965e-02
1.71216737e-01 -1.68818730e-01 -9.68850567e-03 2.34236982e-01
-9.67880700e-02 6.79494438e-02]
[ 1.48622807e-01 7.66698568e-02 -2.36675206e-01 -8.90064111e-02
1.18607106e-01 -2.94300928e-01 2.87910011e-02 -1.68013309e-01
-1.31227491e-03 -1.89084883e-01]
[ 2.12023776e-01 -1.54966056e-01 6.30154746e-02 -2.27012257e-02
8.08308492e-02 -3.31913293e-02 5.92686593e-03 -1.36832285e-01
1.12653243e-01 -1.79506179e-01]
[ -1.04575573e-01 -4.78859135e-02 1.21146289e-01 1.08852449e-01
4.45252885e-02 -1.12461690e-01 2.45012300e-01 -7.74691792e-02
1.84768546e-01 -3.31074269e-03]
[ 3.11864502e-03 -1.70037201e-01 2.05353334e-01 -2.38983092e-01
4.28190054e-02 1.13070878e-01 5.04763371e-02 -1.15238189e-01
2.49706514e-02 2.28008228e-01]]
[[ 0.60966652]
[ 1.50918083]
[ 0.28163903]
[ 0.86066771]
[-2.61300557]
[-0.27189601]
[-1.5494031 ]
[ 0.05436308]
[ 0.67149607]
[ 0.88332755]]
Progress: 25.2% ... Training loss: 0.296 ... Validation loss: 0.452[[ 1.62196652e-01 2.05973653e-01 -1.08192691e-01 1.08471110e-01
-5.15122667e-01 -7.13505607e-02 -5.82044183e-02 1.23215147e-01
-6.54304998e-02 1.88145672e-01]
[ 1.24918719e-02 1.58604339e-01 -2.05515041e-02 3.95588947e-02
1.03790088e-01 -4.99535425e-03 3.09013623e-01 4.11612316e-02
1.37661663e-01 -3.12956752e-02]
[ 1.77512151e-01 4.99552353e-01 1.48447836e-02 1.78547433e-02
2.54899256e-01 -3.47231668e-02 -5.80824351e-01 -3.78163029e-02
6.80969943e-02 2.89661739e-01]
[ -1.61985117e-02 -3.09192482e-01 -2.34167351e-01 4.46908849e-02
4.76687189e-03 1.61279170e-01 1.43322200e-01 5.64862649e-02
2.70794464e-02 1.40618010e-01]
[ -2.70234192e-03 1.56027781e-01 -1.43082129e-01 5.24795658e-02
4.24305565e-02 -1.82640874e-01 3.74441057e-02 -1.18632667e-01
-1.78732688e-01 4.77113914e-03]
[ -3.58799813e-01 -4.37035653e-01 -2.88248578e-01 1.63382407e-01
1.24783531e-01 4.12953864e-02 1.29064903e-01 -3.57100910e-02
-3.79263942e-03 1.85308576e-02]
[ -2.68365962e-03 -1.85098614e-01 1.03145821e-02 9.24899435e-02
-1.03993997e-02 -7.16150393e-02 1.73501873e-01 -1.90014843e-01
1.90128654e-01 3.17499816e-02]
[ 1.15026448e-01 -2.30026007e-01 3.47450656e-02 -6.56055264e-02
1.06048681e-01 -4.76583092e-02 6.28734224e-02 1.21191053e-01
7.94457415e-02 -2.04258239e-02]
[ -1.75081566e-01 -1.07958663e-01 -3.06313795e-01 -2.73452571e-02
1.23569008e-02 7.14194252e-02 -1.81160004e-01 -2.87207277e-02
2.55511364e-01 -1.33454777e-01]
[ 6.94602785e-02 -3.09009819e-01 9.50537026e-02 4.47597987e-02
7.55084604e-02 -1.18388316e-01 9.51687868e-02 -1.00490639e-01
2.75270840e-02 1.31156373e-01]
[ -8.26034067e-02 2.96250270e-02 -1.32711275e-03 -1.55338764e-01
4.33855881e-02 2.25674596e-02 1.27475089e-01 -1.02680276e-01
-2.12439358e-02 -1.30192996e-01]
[ -1.15102118e-01 -8.53460259e-02 -7.07790196e-02 -1.01866576e-02
3.81628780e-01 1.02351578e-01 4.97832794e-02 -1.61724614e-02
-1.72204671e-01 -2.13334080e-01]
[ -1.56450021e-01 5.22730026e-03 6.21736137e-02 2.24536097e-02
-1.73961743e-01 -2.19982265e-01 -1.79225683e-01 -1.96963308e-01
8.76352615e-02 1.74907295e-01]
[ -2.35373123e-01 -2.23042693e-01 1.13202402e-01 2.59085808e-01
-9.56394143e-02 -7.89233313e-02 -4.49202390e-02 -2.56177460e-01
-2.24106275e-01 -2.03305545e-02]
[ 1.12787759e-01 -9.93825634e-02 -1.88853895e-02 1.21869627e-01
-1.59050697e-02 -8.74189283e-02 1.58185410e-01 3.82992693e-03
3.17362955e-02 1.73229476e-02]
[ 4.01366322e-02 -5.26589228e-02 -2.09900151e-01 1.52691910e-01
-5.12710817e-02 8.48427669e-02 -7.76034185e-02 -1.96229484e-02
-8.93298995e-02 -1.00420302e-03]
[ -1.24042663e-01 -6.82475549e-02 -2.04467557e-01 1.51781011e-01
7.30940376e-03 1.35507377e-01 1.48419276e-02 -2.50367578e-01
6.56867917e-02 -2.04221560e-01]
[ -7.34055316e-02 -4.50935655e-02 2.74414952e-01 9.24992685e-02
1.39652695e-01 -5.93427295e-02 -1.17091574e-01 1.20344026e-01
6.71383982e-02 2.64250266e-02]
[ 5.47495282e-02 -2.55238601e-02 8.78038550e-02 8.92584926e-02
6.86035811e-02 -1.74258474e-02 2.40117687e-01 1.20736557e-01
-3.09845107e-02 -6.43254479e-02]
[ 5.36561758e-03 -1.57763831e-01 -2.92001148e-01 -5.36403918e-02
2.13246751e-01 -9.02016304e-02 1.74114280e-01 1.63849219e-01
1.04794299e-01 -3.30094019e-02]
[ 5.12733293e-02 -3.71534693e-03 -1.16813042e-01 4.43375206e-02
-8.89908670e-02 3.22613940e-01 2.55768588e-01 2.05189990e-01
-1.61580807e-01 -5.95427893e-02]
[ -9.83225618e-04 -2.78763882e-02 1.20070832e-01 9.90110129e-02
1.24288910e-02 1.07805088e-01 -1.30327110e-01 -4.18014601e-02
2.06626036e-01 7.12411690e-02]
[ 1.06863932e-01 7.15438297e-02 -4.82037019e-02 -1.04526025e-01
-9.14406592e-02 -3.28788195e-01 1.15467948e-01 8.51351387e-03
1.39186369e-01 8.64362894e-02]
[ -9.95421022e-02 4.33472848e-03 -1.56761732e-02 2.16889188e-02
1.29038061e-02 -2.03093142e-01 -8.75733973e-02 -1.98429931e-02
1.43188466e-02 1.27335098e-01]
[ -1.39422060e-01 -5.88823374e-02 -1.94942040e-01 3.43971475e-03
-2.80928592e-01 -6.92205652e-03 -2.06130774e-02 -2.31599675e-02
8.73113999e-03 6.97027715e-02]
[ -2.85383814e-02 -6.91624779e-02 -7.40538947e-02 -1.25644452e-01
5.26566048e-01 2.75621147e-01 5.41783139e-01 1.13238215e-01
-1.80430945e-01 -3.72591311e-01]
[ -1.59800864e-02 -3.63255895e-01 -2.97160588e-02 -7.35617932e-02
6.60772034e-01 1.01194738e-01 5.03221999e-01 9.14501005e-02
2.85674578e-02 -3.81522135e-01]
[ 1.21895280e-02 -4.17540216e-01 -4.27075409e-02 -1.06918876e-01
6.77371833e-01 2.36143062e-02 4.70447220e-01 4.88170114e-02
-3.62677813e-01 -2.16743835e-01]
[ -1.60350663e-01 -5.53321407e-01 -5.38891683e-03 -1.91810466e-01
7.33518584e-01 -9.38909834e-02 5.82652076e-01 -8.18028665e-02
-5.89277516e-02 9.24191770e-02]
[ -2.83076052e-01 -3.61617613e-01 5.89412254e-02 -3.86703460e-02
8.97413335e-01 1.39723774e-01 3.82887774e-01 4.83468469e-02
-8.22152439e-02 -1.27146279e-01]
[ -1.92540447e-01 -2.57558488e-01 2.55362461e-01 -2.30770711e-01
6.25773818e-01 -4.80337679e-02 6.43014081e-01 1.40795990e-02
-2.46727203e-01 -1.68440026e-02]
[ -1.23580913e-01 -2.00724768e-01 -1.78173689e-01 -9.47227148e-02
4.68525172e-01 -2.32067621e-01 1.57100214e-01 1.69625438e-01
-4.37012483e-03 -1.12378650e-01]
[ 1.13472800e-01 2.42792623e-01 1.65020897e-01 -8.80448675e-02
-8.82776859e-02 4.88910409e-02 -1.50009352e-01 2.83593891e-01
7.70806957e-02 1.77503675e-01]
[ 3.50116667e-01 3.12278794e-01 -8.31049025e-02 3.15657833e-01
-8.92844633e-01 -2.87851127e-01 -4.73986904e-01 1.77876449e-01
3.81291357e-01 -3.55106799e-02]
[ 4.97341054e-02 1.48468872e-01 2.54097564e-01 2.54846237e-01
-7.08295673e-02 -1.96969203e-01 -1.86814553e-01 -1.32680307e-01
-1.36648149e-01 -2.83730125e-01]
[ 2.65177239e-02 -4.82709678e-02 -1.16886076e-01 -5.00265185e-02
2.35433231e-01 4.00392626e-02 -1.47104249e-02 -1.84132500e-01
3.76383614e-02 2.12453926e-01]
[ 2.79547030e-03 -4.90037927e-02 -6.55497098e-02 -4.72169912e-02
-2.73340236e-02 -1.77177754e-01 8.33643618e-02 1.03921721e-02
4.00545188e-02 1.05127843e-02]
[ 2.65268625e-02 6.16892512e-02 2.43488482e-01 7.08163430e-02
-2.15992828e-01 -1.33361116e-01 1.21186949e-01 3.94718008e-02
-1.88358875e-01 1.05465690e-01]
[ 7.03055111e-02 2.45222826e-02 1.07307233e-01 6.20012119e-03
-2.33762265e-01 6.97435058e-02 7.22192410e-02 -2.70744454e-01
-1.82432722e-02 -8.97586954e-02]
[ -1.56141270e-02 7.52505142e-02 8.27891393e-02 -3.51718286e-02
-1.81116381e-02 1.83112383e-01 1.12899946e-01 1.18218848e-01
-2.54507201e-02 1.68659262e-01]
[ 2.16164479e-01 5.21557992e-02 2.67415594e-02 7.56376380e-02
6.83840517e-02 -2.06835884e-02 -1.46621590e-01 1.48118522e-01
-5.88002222e-02 -2.49530794e-02]
[ 3.78589413e-02 -2.79437421e-02 1.49547809e-02 3.49504072e-02
-3.86420052e-01 -1.21068887e-01 -1.91751927e-01 4.09270672e-02
1.15552292e-01 1.89027499e-01]
[ 3.88702935e-02 5.23006314e-01 1.19010605e-01 4.05012729e-01
-1.06546194e+00 -3.03582277e-01 -6.18618286e-01 -7.30560366e-02
2.80923578e-01 3.27269785e-01]
[ 1.75854301e-01 5.06912979e-01 6.29608326e-02 4.14813113e-01
-8.39988841e-01 -8.24331963e-02 -4.45886342e-01 1.50656949e-01
2.01960336e-01 4.83343680e-01]
[ 2.58527014e-01 2.98782638e-01 2.46233591e-01 1.45053276e-01
-4.05229118e-01 8.09355991e-02 -2.09223197e-01 1.62704316e-01
2.38133470e-01 7.70716744e-02]
[ -7.50448982e-02 2.12816084e-01 2.41016906e-01 1.38257410e-02
-2.79477688e-02 1.31671439e-01 -9.23234826e-02 -1.52203351e-02
-3.51332408e-02 4.83935221e-02]
[ -9.57771746e-02 -2.86704571e-03 2.60234905e-02 9.61912526e-02
-5.84349725e-02 1.15264473e-01 2.52807429e-01 2.04895897e-02
-2.72546430e-01 -9.04881404e-02]
[ -2.19531466e-01 -2.11846413e-02 -9.30007608e-02 -3.43880999e-01
1.80740768e-01 1.19744956e-01 1.01607490e-01 1.03566688e-01
-2.07353161e-01 3.23367475e-02]
[ 1.12905567e-02 -3.71912773e-01 -1.26872609e-01 -1.61026037e-01
3.70068072e-01 2.59970984e-02 1.72007736e-01 1.52624027e-01
-1.64584117e-01 -2.20079255e-01]
[ 1.42251618e-01 -1.75374274e-01 -1.41170451e-01 6.53875182e-04
1.00736634e-01 -5.94284608e-02 1.00899056e-02 -1.49214165e-01
1.34076169e-01 -1.13972804e-01]
[ -1.21940182e-01 1.12423591e-01 2.58643330e-01 -2.30052153e-02
1.87021973e-01 8.71629103e-02 1.37998645e-02 -2.98599073e-01
-1.22265631e-01 -6.57547559e-02]
[ -3.54484805e-01 5.78015499e-02 9.97791196e-03 -3.71074926e-02
1.70208403e-01 -1.68942496e-01 -9.98229755e-03 2.34262121e-01
-9.65125990e-02 6.83576430e-02]
[ 1.47684986e-01 7.42789698e-02 -2.37136924e-01 -9.03918181e-02
1.22619664e-01 -2.93919971e-01 3.12903091e-02 -1.68099138e-01
-2.47216657e-03 -1.90527415e-01]
[ 2.12455957e-01 -1.53908490e-01 6.32738825e-02 -2.20600516e-02
7.94477242e-02 -3.34258395e-02 5.15222687e-03 -1.36786418e-01
1.13207311e-01 -1.78904562e-01]
[ -1.03878811e-01 -4.68460579e-02 1.21453097e-01 1.09824725e-01
4.17320914e-02 -1.12749158e-01 2.43635747e-01 -7.74044751e-02
1.85535689e-01 -2.34950373e-03]
[ 2.95725480e-03 -1.71045637e-01 2.05257697e-01 -2.39164403e-01
4.35578835e-02 1.13137282e-01 5.11278500e-02 -1.15265298e-01
2.49396438e-02 2.27915000e-01]]
[[ 0.59992453]
[ 1.50030859]
[ 0.27483464]
[ 0.85593005]
[-2.62247194]
[-0.27694104]
[-1.55123518]
[ 0.04689696]
[ 0.66465681]
[ 0.87500533]]
Progress: 25.2% ... Training loss: 0.294 ... Validation loss: 0.457[[ 1.62235688e-01 2.05922048e-01 -1.08168970e-01 1.08650144e-01
-5.15530660e-01 -7.13927355e-02 -5.77468332e-02 1.23226700e-01
-6.53500350e-02 1.88293570e-01]
[ 1.30840292e-02 1.60069845e-01 -2.02785187e-02 4.03982650e-02
1.01243794e-01 -5.26318578e-03 3.07677854e-01 4.12069529e-02
1.38312072e-01 -3.04242882e-02]
[ 1.74451058e-01 4.94074046e-01 1.34613843e-02 1.31425068e-02
2.69230045e-01 -3.32321423e-02 -5.74680599e-01 -3.80674147e-02
6.44785425e-02 2.85119877e-01]
[ -1.36871608e-02 -3.04433992e-01 -2.33068270e-01 4.85745633e-02
-6.17510583e-03 1.60015332e-01 1.37962611e-01 5.66962921e-02
2.99736890e-02 1.44482361e-01]
[ -4.65819102e-03 1.52289123e-01 -1.44107829e-01 4.95423983e-02
5.07196326e-02 -1.81701703e-01 4.19530110e-02 -1.18800421e-01
-1.80961060e-01 1.74103198e-03]
[ -3.58134132e-01 -4.36409643e-01 -2.87928923e-01 1.64450589e-01
1.21667528e-01 4.09689837e-02 1.28111952e-01 -3.56545829e-02
-2.98603609e-03 1.95376049e-02]
[ -1.95053827e-03 -1.83708522e-01 1.06395913e-02 9.35655465e-02
-1.31619890e-02 -7.19520050e-02 1.72077567e-01 -1.89955980e-01
1.90929546e-01 3.27630774e-02]
[ 1.14662817e-01 -2.30813710e-01 3.45959213e-02 -6.61452701e-02
1.07934833e-01 -4.74933068e-02 6.33787247e-02 1.21160683e-01
7.90087624e-02 -2.08782366e-02]
[ -1.73628503e-01 -1.04790832e-01 -3.05634879e-01 -2.52392447e-02
6.28315472e-03 7.07662804e-02 -1.84389394e-01 -2.86074419e-02
2.57053882e-01 -1.31321682e-01]
[ 7.09363131e-02 -3.06773458e-01 9.57610273e-02 4.68801503e-02
6.92686600e-02 -1.19023148e-01 9.24181301e-02 -1.00377484e-01
2.90775465e-02 1.33245911e-01]
[ -8.17286804e-02 3.15965582e-02 -9.11006610e-04 -1.53971532e-01
3.99900702e-02 2.21116560e-02 1.25365966e-01 -1.02605780e-01
-2.02217538e-02 -1.28755963e-01]
[ -1.14964645e-01 -8.51576870e-02 -7.07280138e-02 -9.96418777e-03
3.81197912e-01 1.02290704e-01 4.95417139e-02 -1.61628248e-02
-1.72064281e-01 -2.13160126e-01]
[ -1.56450021e-01 5.22730026e-03 6.21736137e-02 2.24536097e-02
-1.73961743e-01 -2.19982265e-01 -1.79225683e-01 -1.96963308e-01
8.76352615e-02 1.74907295e-01]
[ -2.35578964e-01 -2.23691848e-01 1.13103766e-01 2.58846344e-01
-9.49277208e-02 -7.88400550e-02 -4.43621185e-02 -2.56193876e-01
-2.24347380e-01 -2.06441786e-02]
[ 1.13505219e-01 -9.82426408e-02 -1.85479012e-02 1.22915138e-01
-1.89789895e-02 -8.77446620e-02 1.56884243e-01 3.88720720e-03
3.25673791e-02 1.83942055e-02]
[ 4.06352365e-02 -5.17993875e-02 -2.09694936e-01 1.53430743e-01
-5.33707515e-02 8.46051469e-02 -7.86086676e-02 -1.95837439e-02
-8.87447637e-02 -2.70329254e-04]
[ -1.24627275e-01 -6.96607381e-02 -2.04739857e-01 1.50944128e-01
9.91700724e-03 1.35779332e-01 1.63006418e-02 -2.50413004e-01
6.50425516e-02 -2.05114749e-01]
[ -7.30849139e-02 -4.45081102e-02 2.74579853e-01 9.29556081e-02
1.38330469e-01 -5.94908380e-02 -1.17660444e-01 1.20370218e-01
6.74706651e-02 2.68863503e-02]
[ 5.53908992e-02 -2.41033788e-02 8.80979599e-02 9.02019332e-02
6.63001609e-02 -1.77202073e-02 2.38640460e-01 1.20787304e-01
-3.02806997e-02 -6.34056323e-02]
[ 4.75587898e-03 -1.59211785e-01 -2.92285885e-01 -5.46081038e-02
2.16121764e-01 -8.99002802e-02 1.75531775e-01 1.63797502e-01
1.04064750e-01 -3.39027274e-02]
[ 5.13661228e-02 -3.33717426e-03 -1.16746114e-01 4.45407372e-02
-8.93859513e-02 3.22550959e-01 2.55223467e-01 2.05200082e-01
-1.61421553e-01 -5.93285595e-02]
[ -1.15936788e-03 -2.83200629e-02 1.19993560e-01 9.87747643e-02
1.29792297e-02 1.07879961e-01 -1.29883265e-01 -4.18150080e-02
2.06418726e-01 7.10088489e-02]
[ 1.08622360e-01 7.55214854e-02 -4.73946614e-02 -1.02002172e-01
-9.86499230e-02 -3.29581268e-01 1.11337478e-01 8.65053612e-03
1.41020718e-01 8.89874252e-02]
[ -9.95471648e-02 4.32866673e-03 -1.56785959e-02 2.16765396e-02
1.28791227e-02 -2.03083348e-01 -8.75271382e-02 -1.98446347e-02
1.43120669e-02 1.27321032e-01]
[ -1.39381705e-01 -5.88873012e-02 -1.94909913e-01 3.53126152e-03
-2.81311159e-01 -6.95294087e-03 -2.06107522e-02 -2.31544682e-02
8.82725858e-03 6.97981856e-02]
[ -2.83714720e-02 -6.88429099e-02 -7.39737080e-02 -1.25397855e-01
5.25906681e-01 2.75542976e-01 5.41436193e-01 1.13251947e-01
-1.80242061e-01 -3.72345533e-01]
[ -1.59063114e-02 -3.63136167e-01 -2.96837826e-02 -7.34595108e-02
6.60449967e-01 1.01162709e-01 5.03108989e-01 9.14558252e-02
2.86488854e-02 -3.81425082e-01]
[ 1.20321322e-02 -4.17950199e-01 -4.27788764e-02 -1.07165409e-01
6.78152895e-01 2.36898696e-02 4.70871560e-01 4.88035483e-02
-3.62864957e-01 -2.16992998e-01]
[ -1.59987727e-01 -5.53049584e-01 -5.20896261e-03 -1.91223610e-01
7.31872410e-01 -9.40754703e-02 5.82157202e-01 -8.17710053e-02
-5.84782291e-02 9.30211759e-02]
[ -2.83537481e-01 -3.62890778e-01 5.87346334e-02 -3.93142029e-02
8.98935243e-01 1.39927762e-01 3.84187251e-01 4.83115532e-02
-8.27301526e-02 -1.27753088e-01]
[ -1.92408765e-01 -2.57320061e-01 2.55432272e-01 -2.30560435e-01
6.25146465e-01 -4.81037660e-02 6.42762339e-01 1.40913089e-02
-2.46556331e-01 -1.66148623e-02]
[ -1.23668915e-01 -2.00931721e-01 -1.78211155e-01 -9.48406289e-02
4.69050264e-01 -2.32025398e-01 1.57335396e-01 1.69618566e-01
-4.45384257e-03 -1.12488981e-01]
[ 1.13869444e-01 2.43632981e-01 1.65203973e-01 -8.74574170e-02
-9.00549769e-02 4.87054879e-02 -1.51009447e-01 2.83625626e-01
7.74835102e-02 1.78090890e-01]
[ 3.50610596e-01 3.13630644e-01 -8.28687801e-02 3.16469244e-01
-8.94862250e-01 -2.88107115e-01 -4.75408031e-01 1.77919249e-01
3.81912117e-01 -3.46863695e-02]
[ 4.96407656e-02 1.48135708e-01 2.54046741e-01 2.54702528e-01
-7.02989219e-02 -1.96921693e-01 -1.86511356e-01 -1.32689943e-01
-1.36776721e-01 -2.83937334e-01]
[ 2.65706081e-02 -4.81931464e-02 -1.16864414e-01 -4.99352184e-02
2.35115202e-01 4.00036291e-02 -1.48792914e-02 -1.84129210e-01
3.77026654e-02 2.12558836e-01]
[ 2.96230287e-03 -4.87158194e-02 -6.55006733e-02 -4.69907646e-02
-2.79752412e-02 -1.77252021e-01 8.30457234e-02 1.04043880e-02
4.02327515e-02 1.07477065e-02]
[ 2.61070173e-02 6.06181585e-02 2.43290500e-01 7.01889715e-02
-2.14086908e-01 -1.33167539e-01 1.22301226e-01 3.94386262e-02
-1.88834636e-01 1.04819199e-01]
[ 7.02977912e-02 2.43986778e-02 1.07292189e-01 6.14271630e-03
-2.33664218e-01 6.97704195e-02 7.22699857e-02 -2.70749685e-01
-1.82611173e-02 -8.98198365e-02]
[ -1.48725466e-02 7.69474822e-02 8.31239822e-02 -3.41231241e-02
-2.13061340e-02 1.82769933e-01 1.11238766e-01 1.18277206e-01
-2.46443521e-02 1.69738407e-01]
[ 2.16370802e-01 5.26145020e-02 2.68105216e-02 7.58570929e-02
6.76825923e-02 -2.07624518e-02 -1.47159371e-01 1.48130172e-01
-5.86462755e-02 -2.47124187e-02]
[ 3.77824101e-02 -2.81202189e-02 1.49358651e-02 3.48134721e-02
-3.86033794e-01 -1.21024196e-01 -1.91731733e-01 4.09194613e-02
1.15444115e-01 1.88887855e-01]
[ 3.99258060e-02 5.25578726e-01 1.19533158e-01 4.06604996e-01
-1.06959941e+00 -3.04060627e-01 -6.20986170e-01 -7.29669189e-02
2.82076290e-01 3.28847823e-01]
[ 1.75770446e-01 5.06691299e-01 6.29217650e-02 4.14698932e-01
-8.39611989e-01 -8.23921584e-02 -4.45656760e-01 1.50650004e-01
2.01862323e-01 4.83215128e-01]
[ 2.58384017e-01 2.98484790e-01 2.46173443e-01 1.44860580e-01
-4.04713489e-01 8.10050094e-02 -2.08910270e-01 1.62692923e-01
2.37977237e-01 7.68796126e-02]
[ -7.49448093e-02 2.13072723e-01 2.41069477e-01 1.39826878e-02
-2.84101576e-02 1.31621220e-01 -9.25915716e-02 -1.52120293e-02
-3.50104742e-02 4.85292969e-02]
[ -9.59175482e-02 -3.22714703e-03 2.59726615e-02 9.60065725e-02
-5.78310894e-02 1.15326212e-01 2.53133203e-01 2.04792526e-02
-2.72694749e-01 -9.07072740e-02]
[ -2.19385728e-01 -2.08207401e-02 -9.29375350e-02 -3.43675113e-01
1.80209282e-01 1.19682156e-01 1.01242207e-01 1.03578497e-01
-2.07185071e-01 3.25456311e-02]
[ 1.13554446e-02 -3.71898645e-01 -1.26844247e-01 -1.60936363e-01
3.69793007e-01 2.59677411e-02 1.71906212e-01 1.52628958e-01
-1.64513096e-01 -2.19986024e-01]
[ 1.43345620e-01 -1.73365316e-01 -1.40713913e-01 2.21502956e-03
9.63432682e-02 -5.99312222e-02 7.72446377e-03 -1.49129043e-01
1.35267077e-01 -1.12404442e-01]
[ -1.20775193e-01 1.14779033e-01 2.59203868e-01 -2.13311100e-02
1.82412317e-01 8.66314963e-02 1.13368656e-02 -2.98507376e-01
-1.21021913e-01 -6.40494485e-02]
[ -3.54737851e-01 5.71996894e-02 9.86755936e-03 -3.74702370e-02
1.71371625e-01 -1.68827868e-01 -9.33638427e-03 2.34240711e-01
-9.68278392e-02 6.80113363e-02]
[ 1.47915003e-01 7.48609157e-02 -2.36995052e-01 -8.99457484e-02
1.21439074e-01 -2.94039887e-01 3.06609954e-02 -1.68074518e-01
-2.13533170e-03 -1.90044796e-01]
[ 2.12926280e-01 -1.52983962e-01 6.34847456e-02 -2.14558438e-02
7.77289175e-02 -3.36002458e-02 4.28540731e-03 -1.36751163e-01
1.13645737e-01 -1.78372265e-01]
[ -1.04191593e-01 -4.76455586e-02 1.21316067e-01 1.09455743e-01
4.28222383e-02 -1.12612088e-01 2.44441520e-01 -7.74290674e-02
1.85204847e-01 -2.81610148e-03]
[ 3.05198440e-03 -1.71118917e-01 2.05309703e-01 -2.39008161e-01
4.31407460e-02 1.13062570e-01 5.08993929e-02 -1.15258701e-01
2.50888741e-02 2.28139845e-01]]
[[ 0.60839617]
[ 1.50535909]
[ 0.28261405]
[ 0.86501507]
[-2.61696055]
[-0.26821636]
[-1.53943485]
[ 0.05531311]
[ 0.67588205]
[ 0.8834168 ]]
Progress: 25.3% ... Training loss: 0.293 ... Validation loss: 0.461[[ 1.62562042e-01 2.06208899e-01 -1.08111773e-01 1.09105205e-01
-5.15742809e-01 -7.14670577e-02 -5.78187833e-02 1.23255292e-01
-6.51635711e-02 1.88612229e-01]
[ 1.25748030e-02 1.58831722e-01 -2.05149524e-02 3.96699560e-02
1.03261458e-01 -5.03891186e-03 3.08849705e-01 4.11634155e-02
1.37750905e-01 -3.11857094e-02]
[ 1.77297899e-01 5.00151165e-01 1.47211661e-02 1.71667669e-02
2.59221054e-01 -3.43278044e-02 -5.80925131e-01 -3.78068409e-02
6.77311857e-02 2.89183851e-01]
[ -1.32213865e-02 -3.02244869e-01 -2.32841159e-01 4.89416012e-02
-5.89640255e-03 1.59834656e-01 1.35697534e-01 5.67115566e-02
3.01032501e-02 1.44832022e-01]
[ -8.61199884e-03 1.41667363e-01 -1.45911777e-01 4.41633698e-02
6.57184467e-02 -1.80041101e-01 5.16738346e-02 -1.19136100e-01
-1.84997178e-01 -3.94280691e-03]
[ -3.58762137e-01 -4.38129282e-01 -2.88241260e-01 1.63639741e-01
1.23576056e-01 4.12080419e-02 1.29936286e-01 -3.57122710e-02
-3.67365396e-03 1.86200960e-02]
[ -1.88477113e-03 -1.83755206e-01 1.06158913e-02 9.36761879e-02
-1.30328350e-02 -7.19916168e-02 1.72119870e-01 -1.89938264e-01
1.90848045e-01 3.28121952e-02]
[ 1.15139660e-01 -2.30094219e-01 3.48209098e-02 -6.54045171e-02
1.06017413e-01 -4.76377865e-02 6.24712697e-02 1.21201438e-01
7.96629166e-02 -2.01737773e-02]
[ -1.73352024e-01 -1.04507548e-01 -3.05510995e-01 -2.48090767e-02
5.51197785e-03 7.06397956e-02 -1.84818672e-01 -2.85810325e-02
2.57357774e-01 -1.30965842e-01]
[ 7.08181875e-02 -3.07782020e-01 9.56349881e-02 4.68893871e-02
6.95965749e-02 -1.18969257e-01 9.34757557e-02 -1.00384579e-01
2.90517003e-02 1.33016221e-01]
[ -8.07993413e-02 3.34092592e-02 -4.98607619e-04 -1.52681769e-01
3.63092722e-02 2.17185766e-02 1.23251230e-01 -1.02520869e-01
-1.93533626e-02 -1.27526763e-01]
[ -1.15584775e-01 -8.67253762e-02 -7.10015387e-02 -1.07924725e-02
3.83899881e-01 1.02558373e-01 5.11287298e-02 -1.62134482e-02
-1.72717899e-01 -2.13967727e-01]
[ -1.56450021e-01 5.22730026e-03 6.21736137e-02 2.24536097e-02
-1.73961743e-01 -2.19982265e-01 -1.79225683e-01 -1.96963308e-01
8.76352615e-02 1.74907295e-01]
[ -2.35982758e-01 -2.24562776e-01 1.12892800e-01 2.58239476e-01
-9.36346696e-02 -7.86476417e-02 -4.32694380e-02 -2.56235535e-01
-2.24860512e-01 -2.13093851e-02]
[ 1.13403683e-01 -9.86421629e-02 -1.85924897e-02 1.22844377e-01
-1.88837134e-02 -8.77417054e-02 1.57168776e-01 3.88001602e-03
3.25020957e-02 1.82569435e-02]
[ 4.05251254e-02 -5.24255344e-02 -2.09744824e-01 1.53314805e-01
-5.28818775e-02 8.46321484e-02 -7.81917468e-02 -1.95904760e-02
-8.88310259e-02 -3.48862117e-04]
[ -1.25718533e-01 -7.22901845e-02 -2.05236204e-01 1.49434966e-01
1.42705376e-02 1.36260072e-01 1.89288403e-02 -2.50502210e-01
6.38378088e-02 -2.06682179e-01]
[ -7.13431030e-02 -4.03772930e-02 2.75358257e-01 9.54594946e-02
1.31585414e-01 -6.02840585e-02 -1.21795008e-01 1.20534493e-01
6.92624448e-02 2.93693298e-02]
[ 5.56638466e-02 -2.40295693e-02 8.82094551e-02 9.06143884e-02
6.48699674e-02 -1.77791576e-02 2.38354402e-01 1.20813839e-01
-2.99054556e-02 -6.29615414e-02]
[ 5.72627966e-03 -1.56618148e-01 -2.91801638e-01 -5.31082541e-02
2.11954733e-01 -9.03455022e-02 1.73109830e-01 1.63887073e-01
1.05188397e-01 -3.24684468e-02]
[ 5.10472200e-02 -4.11594558e-03 -1.16894787e-01 4.40805162e-02
-8.80598038e-02 3.22694384e-01 2.56044108e-01 2.05170820e-01
-1.61785267e-01 -5.97549100e-02]
[ -1.97823659e-03 -3.06095124e-02 1.19560902e-01 9.74530750e-02
1.73218764e-02 1.08302670e-01 -1.27558850e-01 -4.19021368e-02
2.05457164e-01 6.96111956e-02]
[ 1.08797559e-01 7.59348512e-02 -4.73320534e-02 -1.01755715e-01
-9.91436719e-02 -3.29662649e-01 1.10874400e-01 8.66543671e-03
1.41199497e-01 8.92110405e-02]
[ -9.91262343e-02 5.19803080e-03 -1.54714481e-02 2.23299811e-02
1.11661331e-02 -2.03279039e-01 -8.85807069e-02 -1.98043535e-02
1.48147559e-02 1.27987842e-01]
[ -1.39927439e-01 -6.01375803e-02 -1.95157859e-01 2.77052526e-03
-2.79312581e-01 -6.71923866e-03 -1.92890216e-02 -2.32016597e-02
8.23874368e-03 6.90107523e-02]
[ -2.83472222e-02 -6.88218687e-02 -7.39632093e-02 -1.25359358e-01
5.25765530e-01 2.75531956e-01 5.41399426e-01 1.13254241e-01
-1.80211641e-01 -3.72310368e-01]
[ -1.61467135e-02 -3.63853817e-01 -2.97822991e-02 -7.37469266e-02
6.61360724e-01 1.01249538e-01 5.03602447e-01 9.14386527e-02
2.84052358e-02 -3.81732048e-01]
[ 1.17492010e-02 -4.18707376e-01 -4.28907006e-02 -1.07541411e-01
6.79109556e-01 2.38060341e-02 4.71703164e-01 4.87791596e-02
-3.63156828e-01 -2.17398149e-01]
[ -1.60034710e-01 -5.53257721e-01 -5.22308311e-03 -1.91281760e-01
7.32131675e-01 -9.40705836e-02 5.82246294e-01 -8.17743305e-02
-5.85252039e-02 9.29626907e-02]
[ -2.83645477e-01 -3.63280247e-01 5.86987207e-02 -3.94098600e-02
8.99392479e-01 1.39965815e-01 3.84363601e-01 4.83058423e-02
-8.28098866e-02 -1.27852742e-01]
[ -1.92474208e-01 -2.57527375e-01 2.55401734e-01 -2.30641113e-01
6.25417635e-01 -4.80793780e-02 6.43043858e-01 1.40859672e-02
-2.46601809e-01 -1.66876961e-02]
[ -1.23708840e-01 -2.01118997e-01 -1.78229712e-01 -9.49139974e-02
4.69237802e-01 -2.32008933e-01 1.57493657e-01 1.69613604e-01
-4.49047878e-03 -1.12564062e-01]
[ 1.14064607e-01 2.43959599e-01 1.65241205e-01 -8.72317739e-02
-9.07145978e-02 4.86361035e-02 -1.51387318e-01 2.83640657e-01
7.76812583e-02 1.78368708e-01]
[ 3.51378361e-01 3.15929789e-01 -8.25271211e-02 3.17549816e-01
-8.97655681e-01 -2.88429499e-01 -4.77555792e-01 1.77983231e-01
3.82644406e-01 -3.36292417e-02]
[ 4.93263613e-02 1.47552764e-01 2.53908113e-01 2.54262478e-01
-6.89646456e-02 -1.96783826e-01 -1.85790318e-01 -1.32718834e-01
-1.37135610e-01 -2.84401513e-01]
[ 2.64758905e-02 -4.85351789e-02 -1.16921963e-01 -5.01269168e-02
2.35569400e-01 4.00708015e-02 -1.45749027e-02 -1.84141297e-01
3.75382881e-02 2.12368659e-01]
[ 3.22037532e-03 -4.81554371e-02 -6.53638820e-02 -4.66066211e-02
-2.90717117e-02 -1.77382160e-01 8.23943396e-02 1.04301391e-02
4.05048595e-02 1.11144809e-02]
[ 2.62206277e-02 6.09035493e-02 2.43326908e-01 7.03704387e-02
-2.14628001e-01 -1.33229481e-01 1.21953765e-01 3.94499090e-02
-1.88689921e-01 1.04974842e-01]
[ 7.08661674e-02 2.59999127e-02 1.07521580e-01 7.03743655e-03
-2.36173464e-01 6.95028551e-02 7.07861785e-02 -2.70693929e-01
-1.76006270e-02 -8.89684569e-02]
[ -1.56235085e-02 7.51028553e-02 8.27693663e-02 -3.52054342e-02
-1.80992288e-02 1.83100364e-01 1.13164262e-01 1.18209209e-01
-2.54797230e-02 1.68692543e-01]
[ 2.16328619e-01 5.24924844e-02 2.67945986e-02 7.58288142e-02
6.78198323e-02 -2.07730275e-02 -1.47095106e-01 1.48128233e-01
-5.86683746e-02 -2.47716673e-02]
[ 3.77153087e-02 -2.82938638e-02 1.48943216e-02 3.47003494e-02
-3.85705743e-01 -1.20995631e-01 -1.91606415e-01 4.09123782e-02
1.15355613e-01 1.88780097e-01]
[ 4.05817623e-02 5.26288019e-01 1.19811193e-01 4.07541992e-01
-1.07271658e+00 -3.04261891e-01 -6.21678505e-01 -7.29057967e-02
2.82830809e-01 3.29678306e-01]
[ 1.75810851e-01 5.06649335e-01 6.29436765e-02 4.14759235e-01
-8.39722886e-01 -8.24122754e-02 -4.45687168e-01 1.50653476e-01
2.01875341e-01 4.83263626e-01]
[ 2.58122106e-01 2.97893491e-01 2.46073095e-01 1.44544338e-01
-4.03531505e-01 8.11176900e-02 -2.08256787e-01 1.62673060e-01
2.37709970e-01 7.65359955e-02]
[ -7.48984465e-02 2.13173097e-01 2.41091173e-01 1.40530113e-02
-2.86171933e-02 1.31598226e-01 -9.27127284e-02 -1.52073890e-02
-3.49555866e-02 4.85995435e-02]
[ -9.59175482e-02 -3.22714703e-03 2.59726615e-02 9.60065725e-02
-5.78310894e-02 1.15326212e-01 2.53133203e-01 2.04792526e-02
-2.72694749e-01 -9.07072740e-02]
[ -2.19297077e-01 -2.08110654e-02 -9.29005038e-02 -3.43560747e-01
1.79928870e-01 1.19648518e-01 1.01185688e-01 1.03584945e-01
-2.07090530e-01 3.26549379e-02]
[ 1.11028742e-02 -3.72409797e-01 -1.26963991e-01 -1.61309704e-01
3.70913336e-01 2.60837448e-02 1.72557316e-01 1.52605130e-01
-1.64798056e-01 -2.20367544e-01]
[ 1.42725370e-01 -1.75170538e-01 -1.41042455e-01 1.32831305e-03
9.91799227e-02 -5.96303538e-02 9.42165785e-03 -1.49195188e-01
1.34630440e-01 -1.13341285e-01]
[ -1.20649107e-01 1.14401160e-01 2.59257803e-01 -2.11207745e-02
1.81937384e-01 8.66244872e-02 1.12183600e-02 -2.98492053e-01
-1.20829021e-01 -6.38762330e-02]
[ -3.54186996e-01 5.84531413e-02 1.01089504e-02 -3.66929502e-02
1.69382386e-01 -1.69047702e-01 -1.04400826e-02 2.34280066e-01
-9.63033194e-02 6.86944561e-02]
[ 1.47713366e-01 7.43597216e-02 -2.37082594e-01 -9.02333679e-02
1.22654430e-01 -2.93976996e-01 3.11650862e-02 -1.68088842e-01
-2.39908043e-03 -1.90297868e-01]
[ 2.12484968e-01 -1.54008636e-01 6.32986041e-02 -2.19996181e-02
7.89346826e-02 -3.34175835e-02 5.65706640e-03 -1.36778432e-01
1.13235199e-01 -1.78858804e-01]
[ -1.04397508e-01 -4.81594362e-02 1.21241348e-01 1.09155804e-01
4.40871341e-02 -1.12574148e-01 2.44781912e-01 -7.74420191e-02
1.84915778e-01 -3.11837206e-03]
[ 4.03524163e-03 -1.68913078e-01 2.05704158e-01 -2.37507019e-01
3.84313321e-02 1.12633535e-01 4.87381662e-02 -1.15165499e-01
2.61603809e-02 2.29454144e-01]]
[[ 0.61092261]
[ 1.50935978]
[ 0.28596108]
[ 0.86535965]
[-2.61789436]
[-0.267959 ]
[-1.54320271]
[ 0.05819993]
[ 0.67949258]
[ 0.88749353]]
Progress: 25.4% ... Training loss: 0.294 ... Validation loss: 0.460[[ 1.65252649e-01 2.12951678e-01 -1.06755751e-01 1.13378868e-01
-5.28877165e-01 -7.28062842e-02 -6.45889757e-02 1.23542627e-01
-6.18425727e-02 1.92476441e-01]
[ 1.24112392e-02 1.58384524e-01 -2.05845031e-02 3.94683484e-02
1.03764049e-01 -4.97567499e-03 3.09361813e-01 4.11474509e-02
1.37574600e-01 -3.14116081e-02]
[ 1.80623554e-01 5.09133818e-01 1.64474714e-02 2.23832638e-02
2.43294204e-01 -3.59885133e-02 -5.89909021e-01 -3.74470961e-02
7.18509994e-02 2.93923146e-01]
[ -1.47288224e-02 -3.06108176e-01 -2.33553924e-01 4.66176406e-02
1.64167555e-03 1.60648281e-01 1.39760570e-01 5.65366228e-02
2.82165892e-02 1.42824615e-01]
[ -7.70485249e-03 1.43656308e-01 -1.45545023e-01 4.54375096e-02
6.23781704e-02 -1.80567568e-01 4.98396353e-02 -1.19033128e-01
-1.83900859e-01 -2.79909361e-03]
[ -3.59022014e-01 -4.38876918e-01 -2.88361631e-01 1.63420935e-01
1.23772758e-01 4.12690440e-02 1.30915040e-01 -3.57384522e-02
-3.93842712e-03 1.82673826e-02]
[ -2.92276844e-03 -1.86678944e-01 1.01004431e-02 9.20777681e-02
-9.01130954e-03 -7.15501479e-02 1.74868816e-01 -1.90034090e-01
1.89749416e-01 3.12600496e-02]
[ 1.17002399e-01 -2.24968367e-01 3.58407638e-02 -6.22084924e-02
9.61187098e-02 -4.86290964e-02 5.75547602e-02 1.21414743e-01
8.21561601e-02 -1.74205773e-02]
[ -1.72274465e-01 -1.02311792e-01 -3.05004185e-01 -2.32638433e-02
1.12682672e-03 7.01624954e-02 -1.87182858e-01 -2.84780050e-02
2.58464675e-01 -1.29383194e-01]
[ 7.25988778e-02 -3.03316436e-01 9.65998132e-02 4.99892596e-02
5.92170306e-02 -1.19979079e-01 8.90713607e-02 -1.00180441e-01
3.14848481e-02 1.35595358e-01]
[ -8.14403561e-02 3.18730514e-02 -8.23919174e-04 -1.53583947e-01
3.86436074e-02 2.19999322e-02 1.24971020e-01 -1.02580367e-01
-2.01420502e-02 -1.28432134e-01]
[ -1.15082026e-01 -8.60045167e-02 -7.07502074e-02 -1.00661350e-02
3.81879463e-01 1.02320701e-01 5.02603374e-02 -1.61637630e-02
-1.72125616e-01 -2.13210504e-01]
[ -1.56450021e-01 5.22730026e-03 6.21736137e-02 2.24536097e-02
-1.73961743e-01 -2.19982265e-01 -1.79225683e-01 -1.96963308e-01
8.76352615e-02 1.74907295e-01]
[ -2.35543264e-01 -2.23717526e-01 1.13104542e-01 2.58862257e-01
-9.56309276e-02 -7.88345216e-02 -4.42796312e-02 -2.56194364e-01
-2.24393202e-01 -2.06930492e-02]
[ 1.12075315e-01 -1.01383370e-01 -1.92108855e-02 1.21119948e-01
-1.41198160e-02 -8.72282899e-02 1.60515293e-01 3.75712488e-03
3.10755818e-02 1.63705851e-02]
[ 4.09531385e-02 -5.16888653e-02 -2.09569796e-01 1.53884117e-01
-5.44570101e-02 8.44533229e-02 -7.90568447e-02 -1.95550678e-02
-8.83651001e-02 2.37445111e-04]
[ -1.25269996e-01 -7.13519606e-02 -2.05032197e-01 1.49980480e-01
1.28008482e-02 1.36070057e-01 1.77694597e-02 -2.50458782e-01
6.43680525e-02 -2.06099744e-01]
[ -7.19625860e-02 -4.17913493e-02 2.75084551e-01 9.46706017e-02
1.33949237e-01 -6.00517393e-02 -1.20352001e-01 1.20483183e-01
6.86141700e-02 2.85970238e-02]
[ 5.50361755e-02 -2.58183364e-02 8.78837258e-02 8.96476173e-02
6.66849531e-02 -1.75249395e-02 2.40080106e-01 1.20750493e-01
-3.05869170e-02 -6.39821404e-02]
[ 7.21151477e-03 -1.52720977e-01 -2.91017186e-01 -5.07089941e-02
2.04972183e-01 -9.10508841e-02 1.69386937e-01 1.64045622e-01
1.06996712e-01 -3.02016944e-02]
[ 5.17909297e-02 -2.15461824e-03 -1.16507135e-01 4.53124150e-02
-9.18120999e-02 3.22303849e-01 2.53948372e-01 2.05254824e-01
-1.60818524e-01 -5.87395112e-02]
[ -1.77425708e-03 -2.99971916e-02 1.19677910e-01 9.77676569e-02
1.59581547e-02 1.08211829e-01 -1.27837200e-01 -4.18815514e-02
2.05665533e-01 6.99178196e-02]
[ 1.08618023e-01 7.53966287e-02 -4.74082146e-02 -1.02002052e-01
-9.83525716e-02 -3.29588208e-01 1.11434920e-01 8.64928674e-03
1.41038480e-01 8.89604753e-02]
[ -9.87111685e-02 5.99514404e-03 -1.52822229e-02 2.29338414e-02
9.61032339e-03 -2.03465315e-01 -8.95964460e-02 -1.97636302e-02
1.52381516e-02 1.28601905e-01]
[ -1.39693991e-01 -5.97931673e-02 -1.95042137e-01 3.13378078e-03
-2.80416557e-01 -6.83101664e-03 -1.97703758e-02 -2.31775066e-02
8.52245111e-03 6.93836536e-02]
[ -2.85074811e-02 -6.93162531e-02 -7.40381693e-02 -1.25591391e-01
5.26218421e-01 2.75599859e-01 5.41902434e-01 1.13239458e-01
-1.80391393e-01 -3.72565766e-01]
[ -1.63792344e-02 -3.64555954e-01 -2.98800272e-02 -7.40619871e-02
6.62286950e-01 1.01348345e-01 5.04245783e-01 9.14170436e-02
2.81636802e-02 -3.82068056e-01]
[ 1.17848527e-02 -4.18786654e-01 -4.28830194e-02 -1.07491586e-01
6.78986751e-01 2.37880564e-02 4.71727765e-01 4.87830157e-02
-3.63119225e-01 -2.17342277e-01]
[ -1.60198348e-01 -5.53712940e-01 -5.29192274e-03 -1.91484811e-01
7.32904154e-01 -9.40151918e-02 5.82624755e-01 -8.17847054e-02
-5.86799019e-02 9.27576997e-02]
[ -2.83849523e-01 -3.63804064e-01 5.86111470e-02 -3.96797554e-02
9.00060251e-01 1.40043610e-01 3.84850649e-01 4.82889921e-02
-8.30094253e-02 -1.28124125e-01]
[ -1.92699440e-01 -2.58015238e-01 2.55293916e-01 -2.30967802e-01
6.26379939e-01 -4.79796130e-02 6.43558633e-01 1.40638651e-02
-2.46861022e-01 -1.70168238e-02]
[ -1.23837759e-01 -2.01425388e-01 -1.78287133e-01 -9.50929765e-02
4.69812494e-01 -2.31952650e-01 1.57864031e-01 1.69601426e-01
-4.62179353e-03 -1.12742617e-01]
[ 1.14324868e-01 2.44438303e-01 1.65353874e-01 -8.68650935e-02
-9.17440523e-02 4.85250030e-02 -1.51925231e-01 2.83664628e-01
7.79693413e-02 1.78746704e-01]
[ 3.51328334e-01 3.16339027e-01 -8.25297277e-02 3.17637773e-01
-8.98203164e-01 -2.88429986e-01 -4.77537152e-01 1.77983537e-01
3.82610073e-01 -3.35547897e-02]
[ 4.88838270e-02 1.46582222e-01 2.53705108e-01 2.53640056e-01
-6.71018895e-02 -1.96596419e-01 -1.84739760e-01 -1.32761797e-01
-1.37622814e-01 -2.85038898e-01]
[ 2.62611721e-02 -4.91463801e-02 -1.17047344e-01 -5.04750182e-02
2.36401944e-01 4.01431699e-02 -1.38788638e-02 -1.84161366e-01
3.72385633e-02 2.12046739e-01]
[ 2.48666986e-03 -4.98949009e-02 -6.57380393e-02 -4.77460084e-02
-2.58097778e-02 -1.77088696e-01 8.43354463e-02 1.03552224e-02
3.96277347e-02 9.96437202e-03]
[ 2.67063027e-02 6.22476872e-02 2.43578975e-01 7.11825653e-02
-2.17001621e-01 -1.33480227e-01 1.20576576e-01 3.95043330e-02
-1.88066405e-01 1.05602969e-01]
[ 7.25643660e-02 3.01403912e-02 1.08350167e-01 9.55953578e-03
-2.43699221e-01 6.87486346e-02 6.66115748e-02 -2.70540191e-01
-1.56659476e-02 -8.64177268e-02]
[ -1.46342090e-02 7.74681227e-02 8.32491248e-02 -3.36522995e-02
-2.27890054e-02 1.82635547e-01 1.10668213e-01 1.18313692e-01
-2.42661170e-02 1.70129166e-01]
[ 2.15733249e-01 5.09923447e-02 2.65184135e-02 7.49704720e-02
7.02664882e-02 -2.05198908e-02 -1.45662338e-01 1.48074192e-01
-5.93285771e-02 -2.56582554e-02]
[ 3.75384575e-02 -2.86745072e-02 1.48194732e-02 3.44798876e-02
-3.85161742e-01 -1.20925661e-01 -1.91172139e-01 4.08996407e-02
1.15179420e-01 1.88540605e-01]
[ 4.01299395e-02 5.25179927e-01 1.19634932e-01 4.06912088e-01
-1.07118913e+00 -3.04069802e-01 -6.20607885e-01 -7.29492947e-02
2.82349913e-01 3.29057253e-01]
[ 1.76650951e-01 5.08246406e-01 6.33122010e-02 4.15774383e-01
-8.42856276e-01 -8.27238452e-02 -4.47562870e-01 1.50730157e-01
2.02802869e-01 4.84359131e-01]
[ 2.58828841e-01 2.99583092e-01 2.46443847e-01 1.45795193e-01
-4.07294820e-01 8.07152287e-02 -2.09971763e-01 1.62757603e-01
2.38616251e-01 7.76524750e-02]
[ -7.44901713e-02 2.14186913e-01 2.41286432e-01 1.46422658e-02
-3.02897973e-02 1.31425183e-01 -9.36631337e-02 -1.51703528e-02
-3.44822601e-02 4.91154808e-02]
[ -9.60067421e-02 -3.38889870e-03 2.59337827e-02 9.58923603e-02
-5.74466992e-02 1.15361929e-01 2.53337467e-01 2.04716026e-02
-2.72789830e-01 -9.08356265e-02]
[ -2.19292116e-01 -2.07971319e-02 -9.28977954e-02 -3.43541856e-01
1.79861100e-01 1.19642516e-01 1.01155426e-01 1.03586186e-01
-2.07073725e-01 3.26747968e-02]
[ 1.11849801e-02 -3.72290887e-01 -1.26925489e-01 -1.61193106e-01
3.70557592e-01 2.60499341e-02 1.72391547e-01 1.52612949e-01
-1.64705909e-01 -2.20247775e-01]
[ 1.42693764e-01 -1.74567259e-01 -1.41001211e-01 1.52907033e-03
9.83654093e-02 -5.96583717e-02 9.38542846e-03 -1.49187088e-01
1.34727514e-01 -1.13212194e-01]
[ -1.21154157e-01 1.13099942e-01 2.59070889e-01 -2.16444661e-02
1.83451024e-01 8.67505587e-02 1.25816686e-02 -2.98515110e-01
-1.21227461e-01 -6.45445474e-02]
[ -3.53036142e-01 6.08380124e-02 1.06432815e-02 -3.51615927e-02
1.65007385e-01 -1.69519213e-01 -1.30464594e-02 2.34388144e-01
-9.50418331e-02 7.02282785e-02]
[ 1.47360321e-01 7.32428108e-02 -2.37275962e-01 -9.08357639e-02
1.24392519e-01 -2.93849963e-01 3.23876599e-02 -1.68125918e-01
-2.84001990e-03 -1.90910134e-01]
[ 2.12706634e-01 -1.53423122e-01 6.34287735e-02 -2.15086148e-02
7.72576597e-02 -3.35499512e-02 5.11237353e-03 -1.36748320e-01
1.13511221e-01 -1.78358836e-01]
[ -1.05306338e-01 -5.02863466e-02 1.20825068e-01 1.07891055e-01
4.75973719e-02 -1.12209769e-01 2.46928254e-01 -7.75270266e-02
1.83923599e-01 -4.44941921e-03]
[ 6.10367674e-03 -1.64291468e-01 2.06685820e-01 -2.34415268e-01
2.84702767e-02 1.11681810e-01 4.36402447e-02 -1.14972321e-01
2.85941008e-02 2.32333880e-01]]
[[ 0.61997363]
[ 1.52031565]
[ 0.29296 ]
[ 0.87205804]
[-2.61357187]
[-0.26071144]
[-1.54155635]
[ 0.06600982]
[ 0.68648562]
[ 0.89856109]]
Progress: 25.4% ... Training loss: 0.302 ... Validation loss: 0.463[[ 1.60424582e-01 2.01344007e-01 -1.09078318e-01 1.06096112e-01
-5.07152112e-01 -7.06322398e-02 -5.34692779e-02 1.23001917e-01
-6.71870779e-02 1.85684542e-01]
[ 1.22583369e-02 1.58117806e-01 -2.06460498e-02 3.92534884e-02
1.04364483e-01 -4.91764972e-03 3.09660831e-01 4.11323380e-02
1.37407764e-01 -3.16139154e-02]
[ 1.76946171e-01 5.00493105e-01 1.45294206e-02 1.60875047e-02
2.60839025e-01 -3.42756650e-02 -5.82805602e-01 -3.78891990e-02
6.77292031e-02 2.88792173e-01]
[ -1.52997650e-02 -3.07147196e-01 -2.33735655e-01 4.64897768e-02
2.82980841e-03 1.60792039e-01 1.42066829e-01 5.65129935e-02
2.77032386e-02 1.42041490e-01]
[ -3.69331695e-03 1.52374306e-01 -1.43325348e-01 5.19054416e-02
4.51013118e-02 -1.82413194e-01 4.05286751e-02 -1.18538763e-01
-1.78974751e-01 3.29484590e-03]
[ -3.60884734e-01 -4.43027096e-01 -2.89255410e-01 1.60866165e-01
1.31099249e-01 4.20323248e-02 1.35597507e-01 -3.59431497e-02
-6.09263700e-03 1.54645100e-02]
[ -3.72381517e-03 -1.88681818e-01 9.74007090e-03 9.07990855e-02
-5.46532605e-03 -7.11292381e-02 1.76562057e-01 -1.90113763e-01
1.88902397e-01 3.00513417e-02]
[ 1.12879174e-01 -2.34927254e-01 3.37361061e-02 -6.86097119e-02
1.14343071e-01 -4.68060736e-02 6.72115876e-02 1.20941922e-01
7.74878994e-02 -2.33275739e-02]
[ -1.72898257e-01 -1.04130922e-01 -3.05290037e-01 -2.41342918e-02
3.44916215e-03 7.04389141e-02 -1.85605364e-01 -2.85469779e-02
2.57772026e-01 -1.30265064e-01]
[ 6.83797880e-02 -3.13626256e-01 9.44617573e-02 4.33284206e-02
7.75792803e-02 -1.18055641e-01 9.90155339e-02 -1.00663492e-01
2.66971284e-02 1.29421742e-01]
[ -8.35471535e-02 2.66835543e-02 -1.83064576e-03 -1.56575164e-01
4.73900144e-02 2.29051989e-02 1.30048115e-01 -1.02808179e-01
-2.25010907e-02 -1.31468682e-01]
[ -1.16166923e-01 -8.84362688e-02 -7.12500855e-02 -1.15191994e-02
3.86189977e-01 1.02775629e-01 5.28490983e-02 -1.62790655e-02
-1.73340995e-01 -2.14800787e-01]
[ -1.56450021e-01 5.22730026e-03 6.21736137e-02 2.24536097e-02
-1.73961743e-01 -2.19982265e-01 -1.79225683e-01 -1.96963308e-01
8.76352615e-02 1.74907295e-01]
[ -2.36889166e-01 -2.26629241e-01 1.12445163e-01 2.56977970e-01
-9.08456276e-02 -7.82401816e-02 -4.07973163e-02 -2.56344127e-01
-2.25979644e-01 -2.27716854e-02]
[ 1.11447914e-01 -1.02745167e-01 -1.94970655e-02 1.20298211e-01
-1.12105671e-02 -8.70105091e-02 1.61908813e-01 3.69085932e-03
3.03862730e-02 1.55180532e-02]
[ 4.03843413e-02 -5.30764678e-02 -2.09827703e-01 1.53089519e-01
-5.21479858e-02 8.46900648e-02 -7.77301651e-02 -1.96139550e-02
-8.89963823e-02 -6.20317760e-04]
[ -1.25159590e-01 -7.13809474e-02 -2.04964560e-01 1.50040808e-01
1.29827146e-02 1.36091380e-01 1.76130546e-02 -2.50447609e-01
6.44977321e-02 -2.05935871e-01]
[ -7.24429324e-02 -4.27055880e-02 2.74885698e-01 9.40330318e-02
1.35623107e-01 -5.98609734e-02 -1.19212703e-01 1.20438389e-01
6.81325002e-02 2.79611351e-02]
[ 5.48287811e-02 -2.66780766e-02 8.76986621e-02 8.91486303e-02
6.79313381e-02 -1.73899122e-02 2.40536092e-01 1.20716274e-01
-3.08781773e-02 -6.45297793e-02]
[ 4.94337254e-03 -1.58198101e-01 -2.92248470e-01 -5.44238387e-02
2.15471958e-01 -9.00113019e-02 1.74202376e-01 1.63768484e-01
1.04333783e-01 -3.34559076e-02]
[ 5.14315767e-02 -2.90857532e-03 -1.16616555e-01 4.49262108e-02
-9.07182180e-02 3.22413219e-01 2.54902778e-01 2.05235829e-01
-1.61076081e-01 -5.90925228e-02]
[ -2.82308052e-03 -3.24319595e-02 1.19175316e-01 9.61982635e-02
2.03918280e-02 1.08677755e-01 -1.25194220e-01 -4.20007792e-02
2.04457172e-01 6.84024354e-02]
[ 1.08280876e-01 7.44820106e-02 -4.75516963e-02 -1.02449998e-01
-9.70037680e-02 -3.29449277e-01 1.12244033e-01 8.61370734e-03
1.40655327e-01 8.84783529e-02]
[ -9.89594614e-02 5.30597149e-03 -1.54030076e-02 2.25828699e-02
1.03556096e-02 -2.03348240e-01 -8.89898608e-02 -1.97916821e-02
1.49872732e-02 1.28263509e-01]
[ -1.39723581e-01 -5.99905164e-02 -1.95059486e-01 3.07487012e-03
-2.80224502e-01 -6.81424757e-03 -1.96302643e-02 -2.31819246e-02
8.47347434e-03 6.93349208e-02]
[ -2.84983732e-02 -6.93029016e-02 -7.40367435e-02 -1.25590014e-01
5.26363922e-01 2.75597895e-01 5.41897074e-01 1.13240135e-01
-1.80384985e-01 -3.72559150e-01]
[ -1.66540267e-02 -3.65151803e-01 -3.00066391e-02 -7.44471399e-02
6.63244309e-01 1.01461551e-01 5.04870134e-01 9.13896459e-02
2.78635489e-02 -3.82456160e-01]
[ 1.14213260e-02 -4.19607198e-01 -4.30428990e-02 -1.08014750e-01
6.80503077e-01 2.39395493e-02 4.72700420e-01 4.87432890e-02
-3.63530540e-01 -2.17896194e-01]
[ -1.61105732e-01 -5.55628271e-01 -5.71864230e-03 -1.92750774e-01
7.36330948e-01 -9.36317036e-02 5.84797823e-01 -8.18787794e-02
-5.96684323e-02 9.16203581e-02]
[ -2.83910254e-01 -3.63917211e-01 5.85827628e-02 -3.97641971e-02
9.00253868e-01 1.40068541e-01 3.84996165e-01 4.82826054e-02
-8.30726357e-02 -1.28209633e-01]
[ -1.93644241e-01 -2.60154376e-01 2.54849536e-01 -2.32294691e-01
6.30122650e-01 -4.75844790e-02 6.45629585e-01 1.39623607e-02
-2.47905752e-01 -1.83094825e-02]
[ -1.23768088e-01 -2.01315029e-01 -1.78255710e-01 -9.49818320e-02
4.69478833e-01 -2.31984784e-01 1.57689254e-01 1.69609344e-01
-4.53808806e-03 -1.12627574e-01]
[ 1.13997836e-01 2.43215608e-01 1.65142164e-01 -8.74482142e-02
-8.98696294e-02 4.87031791e-02 -1.50975462e-01 2.83624546e-01
7.75691586e-02 1.78230061e-01]
[ 3.50705500e-01 3.14123971e-01 -8.29159509e-02 3.16544562e-01
-8.94402165e-01 -2.88113158e-01 -4.75801517e-01 1.77890979e-01
3.81826441e-01 -3.47141321e-02]
[ 4.89020835e-02 1.46627466e-01 2.53713700e-01 2.53665124e-01
-6.71787929e-02 -1.96604167e-01 -1.84785281e-01 -1.32759826e-01
-1.37602935e-01 -2.85012140e-01]
[ 2.55819774e-02 -5.06912735e-02 -1.17363061e-01 -5.14387773e-02
2.39238415e-01 4.04300707e-02 -1.23059667e-02 -1.84229321e-01
3.64822132e-02 2.11060159e-01]
[ 1.92590366e-03 -5.11700916e-02 -6.60158353e-02 -4.85505053e-02
-2.34752077e-02 -1.76847844e-01 8.57044049e-02 1.02997134e-02
3.89852307e-02 9.13054078e-03]
[ 2.67693757e-02 6.23019819e-02 2.43590476e-01 7.12301853e-02
-2.17248294e-01 -1.33470728e-01 1.20412806e-01 3.95052839e-02
-1.88014078e-01 1.05646731e-01]
[ 7.21068314e-02 2.90403132e-02 1.08134655e-01 8.90495193e-03
-2.41929425e-01 6.89451111e-02 6.77621400e-02 -2.70590079e-01
-1.61878552e-02 -8.70919801e-02]
[ -1.48163104e-02 7.71345662e-02 8.31618533e-02 -3.39318622e-02
-2.20024121e-02 1.82710641e-01 1.11115352e-01 1.18292574e-01
-2.44750862e-02 1.69897772e-01]
[ 2.15302093e-01 5.00242448e-02 2.63113837e-02 7.42535003e-02
7.20417664e-02 -2.03134232e-02 -1.44718638e-01 1.48022667e-01
-5.98604941e-02 -2.63798279e-02]
[ 3.70962983e-02 -2.95895136e-02 1.46090675e-02 3.38242144e-02
-3.83294070e-01 -1.20756683e-01 -1.90270094e-01 4.08507533e-02
1.14670849e-01 1.87886394e-01]
[ 4.00840878e-02 5.25335865e-01 1.19625252e-01 4.06670781e-01
-1.07076987e+00 -3.03996621e-01 -6.20711123e-01 -7.29657095e-02
2.82309048e-01 3.29118503e-01]
[ 1.76266576e-01 5.07093594e-01 6.31487919e-02 4.15298838e-01
-8.41759317e-01 -8.25955960e-02 -4.46623896e-01 1.50699459e-01
2.02482990e-01 4.83883806e-01]
[ 2.58487977e-01 2.98948817e-01 2.46281352e-01 1.45330168e-01
-4.06022662e-01 8.08499664e-02 -2.09235655e-01 1.62721189e-01
2.38237613e-01 7.71482222e-02]
[ -7.48105357e-02 2.13385814e-01 2.41128741e-01 1.41803002e-02
-2.88932457e-02 1.31567759e-01 -9.28353102e-02 -1.52047059e-02
-3.48480650e-02 4.86252628e-02]
[ -9.61367963e-02 -3.62323403e-03 2.58736197e-02 9.57254593e-02
-5.68592713e-02 1.15420215e-01 2.53634580e-01 2.04577193e-02
-2.72931461e-01 -9.10303125e-02]
[ -2.19325583e-01 -2.09137915e-02 -9.29163864e-02 -3.43596558e-01
1.80017408e-01 1.19657898e-01 1.01259284e-01 1.03582002e-01
-2.07118915e-01 3.26063083e-02]
[ 1.11230778e-02 -3.72503377e-01 -1.26953422e-01 -1.61281001e-01
3.70677226e-01 2.60754755e-02 1.72533115e-01 1.52607824e-01
-1.64776408e-01 -2.20333325e-01]
[ 1.41486587e-01 -1.78448853e-01 -1.41718938e-01 -5.71208267e-04
1.04611276e-01 -5.90128403e-02 1.27575089e-02 -1.49345355e-01
1.33311806e-01 -1.15303615e-01]
[ -1.22627416e-01 1.09710771e-01 2.58370794e-01 -2.37515186e-02
1.89428169e-01 8.73643815e-02 1.60777044e-02 -2.98662469e-01
-1.22868979e-01 -6.66640940e-02]
[ -3.53519813e-01 5.94555969e-02 1.04022321e-02 -3.59201937e-02
1.67580911e-01 -1.69283979e-01 -1.17705291e-02 2.34334664e-01
-9.56066413e-02 6.95725178e-02]
[ 1.46386970e-01 7.08928003e-02 -2.37734676e-01 -9.22777806e-02
1.28507555e-01 -2.93426409e-01 3.46036212e-02 -1.68235285e-01
-3.93537700e-03 -1.92360232e-01]
[ 2.12629222e-01 -1.53670473e-01 6.34730271e-02 -2.16457156e-02
7.76639953e-02 -3.35237020e-02 5.28367949e-03 -1.36747459e-01
1.13493347e-01 -1.78520516e-01]
[ -1.06219702e-01 -5.23157934e-02 1.20398852e-01 1.06642144e-01
5.12291392e-02 -1.11829388e-01 2.49002168e-01 -7.76272873e-02
1.82884693e-01 -5.75360121e-03]
[ 3.82112638e-03 -1.68942549e-01 2.05540708e-01 -2.37726429e-01
3.69397720e-02 1.12640669e-01 4.86450455e-02 -1.15230614e-01
2.60061326e-02 2.29316121e-01]]
[[ 0.59217133]
[ 1.49868301]
[ 0.26666156]
[ 0.84573651]
[-2.64070665]
[-0.28468919]
[-1.56735058]
[ 0.04033561]
[ 0.65769379]
[ 0.86851497]]
Progress: 25.4% ... Training loss: 0.300 ... Validation loss: 0.460[[ 1.63302305e-01 2.08209300e-01 -1.07654891e-01 1.10388527e-01
-5.18712040e-01 -7.19460958e-02 -6.08682276e-02 1.23219377e-01
-6.38387358e-02 1.89931484e-01]
[ 1.24638231e-02 1.58629790e-01 -2.05608519e-02 3.95480685e-02
1.03470286e-01 -5.01288557e-03 3.09081126e-01 4.11450022e-02
1.37625173e-01 -3.13092191e-02]
[ 1.76815249e-01 5.02428837e-01 1.44341655e-02 1.53973575e-02
2.62543895e-01 -3.39923710e-02 -5.83617116e-01 -3.79082717e-02
6.71900294e-02 2.88218162e-01]
[ -1.20976849e-02 -3.00277676e-01 -2.32231312e-01 5.14774828e-02
-1.30765402e-02 1.59031015e-01 1.34278573e-01 5.67397584e-02
3.12642581e-02 1.47037226e-01]
[ -4.87737137e-03 1.50384689e-01 -1.43980948e-01 4.99190644e-02
5.13945607e-02 -1.81600355e-01 4.36915999e-02 -1.18621805e-01
-1.80317023e-01 1.39355246e-03]
[ -3.60215370e-01 -4.42848238e-01 -2.88905741e-01 1.62157987e-01
1.27555904e-01 4.15977752e-02 1.34890298e-01 -3.58836637e-02
-5.12598857e-03 1.66110963e-02]
[ -2.58956920e-03 -1.85936915e-01 1.02977233e-02 9.25117716e-02
-9.92338639e-03 -7.16205569e-02 1.73285287e-01 -1.90030739e-01
1.90259271e-01 3.18256794e-02]
[ 1.14764868e-01 -2.30497688e-01 3.46499578e-02 -6.58542246e-02
1.06398485e-01 -4.76893891e-02 6.26378750e-02 1.21082418e-01
7.95586410e-02 -2.06572627e-02]
[ -1.71707838e-01 -1.01331059e-01 -3.04733924e-01 -2.23401352e-02
-1.94433175e-03 6.98627203e-02 -1.88623824e-01 -2.84627695e-02
2.59068824e-01 -1.28464831e-01]
[ 7.23269336e-02 -3.05090047e-01 9.63640261e-02 4.91675956e-02
6.04601924e-02 -1.19876547e-01 8.94082150e-02 -1.00370732e-01
3.12396243e-02 1.35083125e-01]
[ -8.18798758e-02 3.00945330e-02 -1.01853116e-03 -1.53937734e-01
4.00463407e-02 2.20326602e-02 1.26113548e-01 -1.02686130e-01
-2.05436220e-02 -1.28731000e-01]
[ -1.16901623e-01 -9.02302681e-02 -7.15871832e-02 -1.24416520e-02
3.89313253e-01 1.03083696e-01 5.48148335e-02 -1.63266597e-02
-1.74149897e-01 -2.15808385e-01]
[ -1.56450021e-01 5.22730026e-03 6.21736137e-02 2.24536097e-02
-1.73961743e-01 -2.19982265e-01 -1.79225683e-01 -1.96963308e-01
8.76352615e-02 1.74907295e-01]
[ -2.36022262e-01 -2.25654588e-01 1.12908138e-01 2.58488683e-01
-9.53981847e-02 -7.87467180e-02 -4.22616124e-02 -2.56273727e-01
-2.24807286e-01 -2.13855842e-02]
[ 1.11663966e-01 -1.02381930e-01 -1.93995782e-02 1.20604716e-01
-1.20715250e-02 -8.71084786e-02 1.61490451e-01 3.70625935e-03
3.06362815e-02 1.58502186e-02]
[ 4.01463433e-02 -5.36061984e-02 -2.09956935e-01 1.52815983e-01
-5.04956731e-02 8.48036492e-02 -7.71752725e-02 -1.96271887e-02
-8.92116661e-02 -8.69481953e-04]
[ -1.24241628e-01 -6.95172536e-02 -2.04556373e-01 1.51306165e-01
9.42416220e-03 1.35694341e-01 1.52674145e-02 -2.50384967e-01
6.54858895e-02 -2.04600164e-01]
[ -7.28207002e-02 -4.35023813e-02 2.74740564e-01 9.35172150e-02
1.36968719e-01 -5.96726969e-02 -1.18221666e-01 1.20413594e-01
6.77509148e-02 2.73933182e-02]
[ 5.49345044e-02 -2.64081285e-02 8.77533979e-02 8.93622470e-02
6.73940858e-02 -1.74663941e-02 2.40128980e-01 1.20724789e-01
-3.07560589e-02 -6.43504452e-02]
[ 5.91696743e-03 -1.55888492e-01 -2.91795770e-01 -5.29659696e-02
2.10941778e-01 -9.04540857e-02 1.71769303e-01 1.63836994e-01
1.05422515e-01 -3.20108694e-02]
[ 5.14782307e-02 -3.04134830e-03 -1.16562540e-01 4.50033254e-02
-9.09117801e-02 3.22385245e-01 2.54802239e-01 2.05244364e-01
-1.60963313e-01 -5.90742062e-02]
[ -1.72540452e-03 -2.95445523e-02 1.19703650e-01 9.77917654e-02
1.60797789e-02 1.08151742e-01 -1.27809232e-01 -4.19193629e-02
2.05601868e-01 6.99650226e-02]
[ 1.08842501e-01 7.59462013e-02 -4.73051151e-02 -1.01637026e-01
-9.94366735e-02 -3.29693320e-01 1.10790579e-01 8.65104891e-03
1.41207320e-01 8.92994795e-02]
[ -9.85238365e-02 6.21082150e-03 -1.51839579e-02 2.32833388e-02
8.17983270e-03 -2.03583015e-01 -9.01754328e-02 -1.97584812e-02
1.55285196e-02 1.28976745e-01]
[ -1.39449908e-01 -5.94156190e-02 -1.94931900e-01 3.48025715e-03
-2.81408118e-01 -6.94787168e-03 -2.03292838e-02 -2.31626403e-02
8.78932833e-03 6.97497567e-02]
[ -2.85472912e-02 -6.98820365e-02 -7.40330605e-02 -1.25596702e-01
5.26303538e-01 2.75595610e-01 5.42425332e-01 1.13240681e-01
-1.80388500e-01 -3.72663144e-01]
[ -1.69233126e-02 -3.65837492e-01 -3.01361123e-02 -7.48569797e-02
6.64387765e-01 1.01599611e-01 5.05565820e-01 9.13700762e-02
2.75564422e-02 -3.82882647e-01]
[ 1.16069588e-02 -4.19508949e-01 -4.29506359e-02 -1.07722388e-01
6.79604151e-01 2.38413157e-02 4.72424099e-01 4.87573875e-02
-3.63302143e-01 -2.17615348e-01]
[ -1.61014766e-01 -5.55653206e-01 -5.67417821e-03 -1.92581360e-01
7.35963905e-01 -9.36979744e-02 5.84705742e-01 -8.18723781e-02
-5.95282049e-02 9.18027208e-02]
[ -2.84031384e-01 -3.64163510e-01 5.85271814e-02 -3.99347611e-02
9.00785487e-01 1.40128031e-01 3.85239983e-01 4.82743508e-02
-8.32085943e-02 -1.28387993e-01]
[ -1.94004246e-01 -2.60967535e-01 2.54689120e-01 -2.32813788e-01
6.31697542e-01 -4.74119120e-02 6.46496924e-01 1.39382036e-02
-2.48310954e-01 -1.88342523e-02]
[ -1.23258685e-01 -2.00494037e-01 -1.78024605e-01 -9.41626995e-02
4.67112333e-01 -2.32246834e-01 1.56509241e-01 1.69646587e-01
-3.92213708e-03 -1.11837760e-01]
[ 1.14923746e-01 2.45510710e-01 1.65585064e-01 -8.60495181e-02
-9.39412420e-02 4.82837486e-02 -1.53598820e-01 2.83689430e-01
7.86116764e-02 1.79667089e-01]
[ 3.51971131e-01 3.17749722e-01 -8.22597196e-02 3.18588474e-01
-8.99747956e-01 -2.88744948e-01 -4.79226498e-01 1.77990325e-01
3.83316427e-01 -3.26011300e-02]
[ 4.90216885e-02 1.46802104e-01 2.53762131e-01 2.53818502e-01
-6.76144929e-02 -1.96663048e-01 -1.85102671e-01 -1.32752402e-01
-1.37483526e-01 -2.84852173e-01]
[ 2.54999770e-02 -5.11465276e-02 -1.17422420e-01 -5.16106560e-02
2.39645750e-01 4.04782548e-02 -1.19277386e-02 -1.84238814e-01
3.63236312e-02 2.10885059e-01]
[ 1.75309385e-03 -5.16213640e-02 -6.60943277e-02 -4.88026487e-02
-2.27630687e-02 -1.76774096e-01 8.61452050e-02 1.02879906e-02
3.88039342e-02 8.87621447e-03]
[ 2.67961509e-02 6.23063496e-02 2.43602262e-01 7.12747249e-02
-2.17320566e-01 -1.33487708e-01 1.20367314e-01 3.95073168e-02
-1.87978716e-01 1.05686574e-01]
[ 7.24880657e-02 2.99749532e-02 1.08289263e-01 9.42038943e-03
-2.43422396e-01 6.87749424e-02 6.67732206e-02 -2.70569824e-01
-1.58056586e-02 -8.65626154e-02]
[ -1.49573082e-02 7.69111482e-02 8.30856224e-02 -3.41576723e-02
-2.16641977e-02 1.82781175e-01 1.11398268e-01 1.18281125e-01
-2.46682878e-02 1.69725953e-01]
[ 2.14963644e-01 4.91576842e-02 2.61523391e-02 7.37707117e-02
7.36203536e-02 -2.01700862e-02 -1.43839553e-01 1.47999962e-01
-6.02428627e-02 -2.68848282e-02]
[ 3.75711620e-02 -2.84252379e-02 1.48271096e-02 3.45185197e-02
-3.85454589e-01 -1.20937106e-01 -1.91393217e-01 4.08837688e-02
1.15202814e-01 1.88567595e-01]
[ 4.09173031e-02 5.27081294e-01 1.20010699e-01 4.07851957e-01
-1.07400693e+00 -3.04363838e-01 -6.22307757e-01 -7.29040915e-02
2.83175374e-01 3.30164960e-01]
[ 1.77064252e-01 5.08838530e-01 6.35691930e-02 4.16541203e-01
-8.45111530e-01 -8.29819856e-02 -4.48747867e-01 1.50763325e-01
2.03538018e-01 4.85098266e-01]
[ 2.58822153e-01 2.99859952e-01 2.46439830e-01 1.45826286e-01
-4.07586029e-01 8.06763619e-02 -2.10175440e-01 1.62746134e-01
2.38608288e-01 7.76314428e-02]
[ -7.49749925e-02 2.13020773e-01 2.41054618e-01 1.39577995e-02
-2.81621262e-02 1.31635871e-01 -9.24036092e-02 -1.52134857e-02
-3.50308391e-02 4.83841647e-02]
[ -9.57311738e-02 -2.74152858e-03 2.60485885e-02 9.63467473e-02
-5.87294317e-02 1.15211131e-01 2.52568194e-01 2.04875760e-02
-2.72472149e-01 -9.03850307e-02]
[ -2.19021092e-01 -2.02612862e-02 -9.27510767e-02 -3.43133665e-01
1.78565503e-01 1.19503928e-01 1.00523560e-01 1.03605568e-01
-2.06729639e-01 3.31022388e-02]
[ 1.10456515e-02 -3.72693152e-01 -1.26991535e-01 -1.61400554e-01
3.71066802e-01 2.61128444e-02 1.72743309e-01 1.52602074e-01
-1.64861969e-01 -2.20459678e-01]
[ 1.42547327e-01 -1.76820326e-01 -1.41246757e-01 1.06691242e-03
9.97325032e-02 -5.94948128e-02 1.07466326e-02 -1.49271770e-01
1.34510839e-01 -1.13710283e-01]
[ -1.21454822e-01 1.12287973e-01 2.58946253e-01 -2.18973885e-02
1.84108198e-01 8.67476616e-02 1.32226504e-02 -2.98575708e-01
-1.21489272e-01 -6.48063627e-02]
[ -3.52932329e-01 6.05293116e-02 1.06546484e-02 -3.51441036e-02
1.65456075e-01 -1.69535229e-01 -1.31723295e-02 2.34372081e-01
-9.49623378e-02 7.03422187e-02]
[ 1.47897206e-01 7.49361664e-02 -2.36929998e-01 -8.98321134e-02
1.21936820e-01 -2.94198945e-01 3.04155165e-02 -1.68112160e-01
-2.04086806e-03 -1.89946946e-01]
[ 2.11892388e-01 -1.55571750e-01 6.31107627e-02 -2.27241234e-02
8.10053324e-02 -3.31628272e-02 7.26944485e-03 -1.36800238e-01
1.12621385e-01 -1.79642111e-01]
[ -1.04763645e-01 -4.90123770e-02 1.21113967e-01 1.08844041e-01
4.43883748e-02 -1.12554725e-01 2.45574342e-01 -7.75164934e-02
1.84519306e-01 -3.72542108e-03]
[ 3.65057314e-03 -1.69514309e-01 2.05460409e-01 -2.38009774e-01
3.79940264e-02 1.12742231e-01 4.89667914e-02 -1.15242303e-01
2.58169916e-02 2.29166953e-01]]
[[ 0.61177081]
[ 1.51555433]
[ 0.28293662]
[ 0.86782594]
[-2.62868535]
[-0.26886452]
[-1.54896362]
[ 0.05835637]
[ 0.6804198 ]
[ 0.89001681]]
Progress: 25.5% ... Training loss: 0.293 ... Validation loss: 0.460[[ 1.62661823e-01 2.07258046e-01 -1.07969044e-01 1.09405559e-01
-5.15354031e-01 -7.16000809e-02 -5.91944822e-02 1.23159693e-01
-6.45215208e-02 1.88534407e-01]
[ 1.22531236e-02 1.58105388e-01 -2.06597183e-02 3.92480978e-02
1.04283499e-01 -4.91907802e-03 3.09621548e-01 4.11245476e-02
1.37451040e-01 -3.16194609e-02]
[ 1.78409619e-01 5.07229955e-01 1.50244982e-02 1.74050123e-02
2.56161974e-01 -3.46489722e-02 -5.87364977e-01 -3.77485758e-02
6.87841515e-02 2.89926908e-01]
[ -1.09268441e-02 -2.98801066e-01 -2.31549596e-01 5.32678991e-02
-1.79134841e-02 1.58582703e-01 1.32138202e-01 5.68519631e-02
3.25425538e-02 1.48820299e-01]
[ -4.45400609e-03 1.50912899e-01 -1.43659985e-01 5.03916754e-02
5.03732206e-02 -1.81775240e-01 4.34082112e-02 -1.18578380e-01
-1.79849185e-01 1.65550180e-03]
[ -3.60975780e-01 -4.44848677e-01 -2.89262869e-01 1.61111567e-01
1.30944675e-01 4.18969860e-02 1.37009257e-01 -3.59542353e-02
-5.96996265e-03 1.55646035e-02]
[ -2.83578655e-03 -1.86186929e-01 1.01075050e-02 9.21318332e-02
-9.18460485e-03 -7.14595825e-02 1.73806791e-01 -1.90052527e-01
1.89988304e-01 3.12702172e-02]
[ 1.16481813e-01 -2.26709630e-01 3.54369792e-02 -6.34141061e-02
9.92900828e-02 -4.84477800e-02 5.89418983e-02 1.21254169e-01
8.14884421e-02 -1.84722535e-02]
[ -1.73377498e-01 -1.05451940e-01 -3.05452852e-01 -2.46459636e-02
4.51415100e-03 7.05434458e-02 -1.84425756e-01 -2.86181839e-02
2.57398207e-01 -1.30853111e-01]
[ 7.13731925e-02 -3.07160183e-01 9.58276165e-02 4.77201703e-02
6.40588441e-02 -1.19487829e-01 9.18874861e-02 -1.00461077e-01
3.03419317e-02 1.33253991e-01]
[ -8.15221450e-02 3.04662181e-02 -8.47389123e-04 -1.53362651e-01
3.87004597e-02 2.18598580e-02 1.25840507e-01 -1.02637191e-01
-2.01190447e-02 -1.28212256e-01]
[ -1.17264955e-01 -9.11150920e-02 -7.17011692e-02 -1.28613792e-02
3.90538116e-01 1.03250300e-01 5.57511586e-02 -1.63612776e-02
-1.74532539e-01 -2.16303219e-01]
[ -1.56450021e-01 5.22730026e-03 6.21736137e-02 2.24536097e-02
-1.73961743e-01 -2.19982265e-01 -1.79225683e-01 -1.96963308e-01
8.76352615e-02 1.74907295e-01]
[ -2.36285664e-01 -2.26170333e-01 1.12777253e-01 2.58108361e-01
-9.43342036e-02 -7.86226260e-02 -4.16613165e-02 -2.56299814e-01
-2.25113088e-01 -2.17781807e-02]
[ 1.12300029e-01 -1.01243457e-01 -1.91214554e-02 1.21483463e-01
-1.43790876e-02 -8.73913504e-02 1.60257651e-01 3.76930144e-03
3.13460710e-02 1.67906701e-02]
[ 3.90435236e-02 -5.62187095e-02 -2.10458635e-01 1.51213404e-01
-4.55536287e-02 8.52856602e-02 -7.44854183e-02 -1.97388301e-02
-9.04439618e-02 -2.44877673e-03]
[ -1.25169665e-01 -7.17685801e-02 -2.04940968e-01 1.50090677e-01
1.30184429e-02 1.36104307e-01 1.75910441e-02 -2.50469832e-01
6.44779760e-02 -2.05929224e-01]
[ -7.22671612e-02 -4.20466834e-02 2.74916611e-01 9.43054971e-02
1.34480607e-01 -5.99045980e-02 -1.19636133e-01 1.20466004e-01
6.83564643e-02 2.81108926e-02]
[ 5.44328422e-02 -2.71135871e-02 8.74770096e-02 8.85088072e-02
6.94943711e-02 -1.72297097e-02 2.41247412e-01 1.20675457e-01
-3.13893485e-02 -6.52094277e-02]
[ 5.82076035e-03 -1.55970160e-01 -2.91841365e-01 -5.30770420e-02
2.11239341e-01 -9.04294298e-02 1.71968659e-01 1.63829210e-01
1.05335864e-01 -3.21313615e-02]
[ 5.18181417e-02 -2.42280246e-03 -1.16410324e-01 4.54956743e-02
-9.23330788e-02 3.22235362e-01 2.54039281e-01 2.05280068e-01
-1.60581322e-01 -5.85771413e-02]
[ -4.40177819e-04 -2.68398873e-02 1.20312321e-01 9.96706806e-02
1.07296533e-02 1.07582386e-01 -1.30484070e-01 -4.17882744e-02
2.07105406e-01 7.15393435e-02]
[ 1.07813867e-01 7.36780473e-02 -4.77538556e-02 -1.03087757e-01
-9.56462970e-02 -3.29257150e-01 1.13360835e-01 8.55192068e-03
1.40193999e-01 8.78127090e-02]
[ -9.87632930e-02 5.54826974e-03 -1.52843702e-02 2.29678638e-02
9.14604635e-03 -2.03496975e-01 -8.96317084e-02 -1.97791122e-02
1.52764135e-02 1.28642786e-01]
[ -1.39063771e-01 -5.88188612e-02 -1.94737895e-01 4.07900166e-03
-2.83118130e-01 -7.13095924e-03 -2.11472140e-02 -2.31214411e-02
9.26408231e-03 7.03162755e-02]
[ -2.88707540e-02 -7.07594400e-02 -7.41802622e-02 -1.26059440e-01
5.27604212e-01 2.75745580e-01 5.43230852e-01 1.13211009e-01
-1.80750037e-01 -3.73124151e-01]
[ -1.70104178e-02 -3.66036248e-01 -3.01760845e-02 -7.49779984e-02
6.64627870e-01 1.01637346e-01 5.05781015e-01 9.13617695e-02
2.74620248e-02 -3.83009412e-01]
[ 1.16424180e-02 -4.19426439e-01 -4.29332341e-02 -1.07662349e-01
6.79594758e-01 2.38249574e-02 4.72289703e-01 4.87609692e-02
-3.63263465e-01 -2.17561902e-01]
[ -1.61172604e-01 -5.56010961e-01 -5.75222358e-03 -1.92817560e-01
7.36645481e-01 -9.36268203e-02 5.85112202e-01 -8.18889766e-02
-5.97045856e-02 9.15520392e-02]
[ -2.83813459e-01 -3.63776009e-01 5.86326931e-02 -3.95899360e-02
8.99816226e-01 1.40021434e-01 3.84807357e-01 4.82975605e-02
-8.29402323e-02 -1.28047293e-01]
[ -1.94510988e-01 -2.62126255e-01 2.54454996e-01 -2.33536076e-01
6.33764846e-01 -4.71818489e-02 6.47753861e-01 1.38893941e-02
-2.48877087e-01 -1.95433337e-02]
[ -1.23614264e-01 -2.01255475e-01 -1.78183370e-01 -9.46725031e-02
4.68702805e-01 -2.32096644e-01 1.57313913e-01 1.69612090e-01
-4.30518621e-03 -1.12368548e-01]
[ 1.14660461e-01 2.44790729e-01 1.65462500e-01 -8.64409314e-02
-9.27398682e-02 4.84001683e-02 -1.52860307e-01 2.83663932e-01
7.82903524e-02 1.79405267e-01]
[ 3.50839845e-01 3.14945723e-01 -8.27397078e-02 3.17058655e-01
-8.95522560e-01 -2.88279998e-01 -4.76211820e-01 1.77883884e-01
3.82148222e-01 -3.42411247e-02]
[ 4.92612141e-02 1.47337390e-01 2.53886474e-01 2.54197194e-01
-6.86559129e-02 -1.96780842e-01 -1.85700557e-01 -1.32726451e-01
-1.37192265e-01 -2.84501083e-01]
[ 2.52600556e-02 -5.16619212e-02 -1.17528577e-01 -5.19304409e-02
2.40656348e-01 4.05750417e-02 -1.13639455e-02 -1.84258021e-01
3.60699992e-02 2.10539662e-01]
[ 1.46871909e-03 -5.22999904e-02 -6.62264022e-02 -4.92077177e-02
-2.15307438e-02 -1.76663701e-01 8.68014638e-02 1.02605798e-02
3.84881295e-02 8.47222432e-03]
[ 2.74323182e-02 6.39805685e-02 2.43793026e-01 7.22045799e-02
-2.20231012e-01 -1.33775069e-01 1.18637183e-01 3.95687040e-02
-1.87263863e-01 1.06482925e-01]
[ 7.17649255e-02 2.86222607e-02 1.07951811e-01 8.28794496e-03
-2.39893518e-01 6.90975131e-02 6.84820661e-02 -2.70641661e-01
-1.66966627e-02 -8.76442939e-02]
[ -1.44693533e-02 7.83038924e-02 8.33020729e-02 -3.34275274e-02
-2.40776044e-02 1.82559543e-01 1.10118032e-01 1.18329778e-01
-2.41081573e-02 1.70297120e-01]
[ 2.15383773e-01 5.01248959e-02 2.63637808e-02 7.44537196e-02
7.17469753e-02 -2.03808075e-02 -1.44676815e-01 1.48046496e-01
-5.97107405e-02 -2.62466961e-02]
[ 3.75098970e-02 -2.85621112e-02 1.48111989e-02 3.44392199e-02
-3.85211889e-01 -1.20910729e-01 -1.91233770e-01 4.08784684e-02
1.15145942e-01 1.88482404e-01]
[ 4.14166139e-02 5.27878493e-01 1.20245451e-01 4.08460232e-01
-1.07574535e+00 -3.04531110e-01 -6.23127753e-01 -7.28591902e-02
2.83771624e-01 3.30661361e-01]
[ 1.77770083e-01 5.10302544e-01 6.38858254e-02 4.17519063e-01
-8.48131336e-01 -8.32834266e-02 -4.50429724e-01 1.50832713e-01
2.04331192e-01 4.86074131e-01]
[ 2.58682274e-01 2.99587009e-01 2.46374546e-01 1.45628053e-01
-4.07037841e-01 8.07362389e-02 -2.09864305e-01 1.62732660e-01
2.38459506e-01 7.74300655e-02]
[ -7.51489108e-02 2.12607622e-01 2.40974520e-01 1.36989976e-02
-2.74835666e-02 1.31721408e-01 -9.19493592e-02 -1.52305665e-02
-3.52225443e-02 4.81054646e-02]
[ -9.56886442e-02 -2.66010346e-03 2.60683684e-02 9.64213002e-02
-5.89577669e-02 1.15187377e-01 2.52510546e-01 2.04934435e-02
-2.72416885e-01 -9.03099912e-02]
[ -2.18876501e-01 -1.99439953e-02 -9.26820707e-02 -3.42925557e-01
1.77957848e-01 1.19440015e-01 1.00144860e-01 1.03619181e-01
-2.06565779e-01 3.33098793e-02]
[ 1.11046834e-02 -3.72728094e-01 -1.26979234e-01 -1.61321070e-01
3.70807811e-01 2.60901822e-02 1.72740895e-01 1.52607097e-01
-1.64802836e-01 -2.20394263e-01]
[ 1.41294440e-01 -1.79730270e-01 -1.41773579e-01 -5.60634792e-04
1.03751442e-01 -5.89758270e-02 1.39325628e-02 -1.49390763e-01
1.33259849e-01 -1.15502412e-01]
[ -1.21633590e-01 1.11542578e-01 2.58852864e-01 -2.22026710e-02
1.85204937e-01 8.68601394e-02 1.39250891e-02 -2.98592959e-01
-1.21605302e-01 -6.51334713e-02]
[ -3.52870661e-01 6.05023126e-02 1.06913412e-02 -3.51807040e-02
1.65559208e-01 -1.69544207e-01 -1.30555642e-02 2.34377759e-01
-9.49115967e-02 7.01903180e-02]
[ 1.47243405e-01 7.34346376e-02 -2.37215991e-01 -9.07844667e-02
1.24601904e-01 -2.93919026e-01 3.20360231e-02 -1.68170443e-01
-2.76975672e-03 -1.90902035e-01]
[ 2.11783542e-01 -1.55837833e-01 6.30555242e-02 -2.28915567e-02
8.14973809e-02 -3.31137935e-02 7.49384575e-03 -1.36810768e-01
1.12450404e-01 -1.79732804e-01]
[ -1.04963832e-01 -4.96190579e-02 1.21004071e-01 1.08457477e-01
4.58887807e-02 -1.12460042e-01 2.46161326e-01 -7.75386166e-02
1.84234309e-01 -4.05987150e-03]
[ 5.02405181e-03 -1.66040954e-01 2.06015801e-01 -2.35826062e-01
3.15953117e-02 1.12078629e-01 4.56723208e-02 -1.15096825e-01
2.74623819e-02 2.31013097e-01]]
[[ 0.60953461]
[ 1.51480594]
[ 0.28291143]
[ 0.86451982]
[-2.63163385]
[-0.27032677]
[-1.55405965]
[ 0.0568867 ]
[ 0.67682392]
[ 0.89039209]]
Progress: 25.6% ... Training loss: 0.292 ... Validation loss: 0.456[[ 1.63084521e-01 2.08439426e-01 -1.07699418e-01 1.10199593e-01
-5.16312419e-01 -7.18740195e-02 -6.00833915e-02 1.23218097e-01
-6.37934086e-02 1.89232026e-01]
[ 1.22095918e-02 1.58021991e-01 -2.06795409e-02 3.91938716e-02
1.04458681e-01 -4.89789006e-03 3.09771819e-01 4.11200041e-02
1.37402770e-01 -3.16550140e-02]
[ 1.79283573e-01 5.12638242e-01 1.55229633e-02 1.84823058e-02
2.53768452e-01 -3.49750457e-02 -5.91676938e-01 -3.76639267e-02
6.98182050e-02 2.91134096e-01]
[ -8.28392666e-03 -2.94225118e-01 -2.30269112e-01 5.71070098e-02
-2.67044663e-02 1.57456574e-01 1.26571186e-01 5.70996830e-02
3.54767322e-02 1.52989621e-01]
[ -6.98597019e-03 1.45641885e-01 -1.44889316e-01 4.68522399e-02
6.00946046e-02 -1.80773626e-01 4.90425316e-02 -1.18827018e-01
-1.82458202e-01 -2.49664021e-03]
[ -3.61832013e-01 -4.48330542e-01 -2.89598651e-01 1.60287168e-01
1.32596132e-01 4.21629018e-02 1.40565287e-01 -3.60161301e-02
-6.73613295e-03 1.44780174e-02]
[ -2.70547710e-03 -1.85689074e-01 1.01960748e-02 9.23523153e-02
-9.77615273e-03 -7.15456069e-02 1.73316424e-01 -1.90038442e-01
1.90215024e-01 3.16228587e-02]
[ 1.17210199e-01 -2.24341296e-01 3.58825414e-02 -6.21416851e-02
9.59916564e-02 -4.88401356e-02 5.72258440e-02 1.21341498e-01
8.24817899e-02 -1.73711646e-02]
[ -1.72909297e-01 -1.04819943e-01 -3.05274642e-01 -2.40138220e-02
3.62139123e-03 7.03647194e-02 -1.85389412e-01 -2.85779087e-02
2.57835148e-01 -1.30276284e-01]
[ 7.23391765e-02 -3.04904196e-01 9.63824554e-02 4.93771969e-02
5.89553064e-02 -1.20012574e-01 9.00101834e-02 -1.00357201e-01
3.16348324e-02 1.34644851e-01]
[ -8.22179622e-02 2.86943397e-02 -1.20022363e-03 -1.54327124e-01
4.21969993e-02 2.21606156e-02 1.27915181e-01 -1.02698099e-01
-2.09465235e-02 -1.29255699e-01]
[ -1.17064459e-01 -9.15828808e-02 -7.15266125e-02 -1.22532862e-02
3.89013837e-01 1.03083096e-01 5.59397397e-02 -1.63244512e-02
-1.74107123e-01 -2.15706666e-01]
[ -1.56450021e-01 5.22730026e-03 6.21736137e-02 2.24536097e-02
-1.73961743e-01 -2.19982265e-01 -1.79225683e-01 -1.96963308e-01
8.76352615e-02 1.74907295e-01]
[ -2.37168705e-01 -2.28743901e-01 1.12328394e-01 2.56872166e-01
-9.16180806e-02 -7.82642497e-02 -3.89283008e-02 -2.56380748e-01
-2.26158763e-01 -2.32482269e-02]
[ 1.12402983e-01 -1.01645875e-01 -1.90089360e-02 1.21898804e-01
-1.54517404e-02 -8.74873134e-02 1.60727402e-01 3.78944303e-03
3.16305587e-02 1.71199375e-02]
[ 3.95374646e-02 -5.52416975e-02 -2.10174105e-01 1.51999763e-01
-4.75962555e-02 8.50245426e-02 -7.54697486e-02 -1.96847593e-02
-8.97911895e-02 -1.58755016e-03]
[ -1.25592982e-01 -7.27177517e-02 -2.05124499e-01 1.49503501e-01
1.48648529e-02 1.36275289e-01 1.85567660e-02 -2.50506957e-01
6.40244534e-02 -2.06525025e-01]
[ -7.26812701e-02 -4.31323527e-02 2.74704437e-01 9.36940902e-02
1.36027175e-01 -5.97082327e-02 -1.18653258e-01 1.20420751e-01
6.78822393e-02 2.75945179e-02]
[ 5.48665292e-02 -2.59673124e-02 8.76943327e-02 8.91923440e-02
6.73991163e-02 -1.74351397e-02 2.40048761e-01 1.20720443e-01
-3.08486855e-02 -6.44944213e-02]
[ 6.43719618e-03 -1.54227994e-01 -2.91505995e-01 -5.20596592e-02
2.08362014e-01 -9.07334880e-02 1.70304938e-01 1.63896740e-01
1.06116416e-01 -3.11191451e-02]
[ 5.15792320e-02 -3.03691978e-03 -1.16518316e-01 4.51467498e-02
-9.10804580e-02 3.22335363e-01 2.54820822e-01 2.05261307e-01
-1.60826149e-01 -5.89300611e-02]
[ -3.79596708e-04 -2.62990443e-02 1.20393053e-01 9.98624263e-02
1.03205078e-02 1.07534558e-01 -1.30636367e-01 -4.17774569e-02
2.07230081e-01 7.15403239e-02]
[ 1.08497529e-01 7.49790460e-02 -4.74692442e-02 -1.02148028e-01
-9.75110787e-02 -3.29541663e-01 1.11831648e-01 8.61286189e-03
1.40880126e-01 8.87271307e-02]
[ -9.87245159e-02 5.48223867e-03 -1.52703392e-02 2.30181183e-02
9.01483533e-03 -2.03514981e-01 -8.96504727e-02 -1.97757311e-02
1.53162235e-02 1.28688779e-01]
[ -1.39063771e-01 -5.88188612e-02 -1.94737895e-01 4.07900166e-03
-2.83118130e-01 -7.13095924e-03 -2.11472140e-02 -2.31214411e-02
9.26408231e-03 7.03162755e-02]
[ -2.86774738e-02 -7.04229426e-02 -7.40842574e-02 -1.25775880e-01
5.26745444e-01 2.75658353e-01 5.42874377e-01 1.13230273e-01
-1.80526674e-01 -3.72843980e-01]
[ -1.71237713e-02 -3.66295627e-01 -3.02320728e-02 -7.51487295e-02
6.65088380e-01 1.01691794e-01 5.06071421e-01 9.13508767e-02
2.73388534e-02 -3.83183159e-01]
[ 1.20094675e-02 -4.18895599e-01 -4.27831898e-02 -1.07135401e-01
6.78196817e-01 2.36622659e-02 4.71593522e-01 4.87954738e-02
-3.62857327e-01 -2.17058518e-01]
[ -1.61039807e-01 -5.55853171e-01 -5.68100118e-03 -1.92599559e-01
7.36054526e-01 -9.36948118e-02 5.84883160e-01 -8.18752617e-02
-5.95351809e-02 9.17767294e-02]
[ -2.83834089e-01 -3.63823718e-01 5.86231207e-02 -3.96192004e-02
8.99876677e-01 1.40030527e-01 3.84856811e-01 4.82956575e-02
-8.29624635e-02 -1.28077392e-01]
[ -1.94388765e-01 -2.62494005e-01 2.54575896e-01 -2.33165555e-01
6.32824773e-01 -4.72846794e-02 6.47972122e-01 1.39120646e-02
-2.48597353e-01 -1.91671486e-02]
[ -1.23900289e-01 -2.01890989e-01 -1.78317846e-01 -9.50704597e-02
4.69930452e-01 -2.31974707e-01 1.57988683e-01 1.69585830e-01
-4.60435886e-03 -1.12772188e-01]
[ 1.14696029e-01 2.44805368e-01 1.65468171e-01 -8.63995047e-02
-9.27770669e-02 4.83911914e-02 -1.52789169e-01 2.83667194e-01
7.83615376e-02 1.79493519e-01]
[ 3.51446939e-01 3.16311583e-01 -8.24862962e-02 3.17869072e-01
-8.97030134e-01 -2.88533149e-01 -4.77780173e-01 1.77934808e-01
3.82749858e-01 -3.32704504e-02]
[ 4.91785975e-02 1.47136263e-01 2.53847364e-01 2.54090709e-01
-6.83389188e-02 -1.96743986e-01 -1.85470684e-01 -1.32733915e-01
-1.37274095e-01 -2.84628357e-01]
[ 2.61431734e-02 -4.97535301e-02 -1.17102892e-01 -5.06509533e-02
2.37097267e-01 4.01693091e-02 -1.35959561e-02 -1.84175116e-01
3.69952143e-02 2.11769115e-01]
[ 1.58996239e-03 -5.19303228e-02 -6.61567069e-02 -4.89748046e-02
-2.22332021e-02 -1.76733327e-01 8.64706024e-02 1.02757146e-02
3.86811423e-02 8.58693368e-03]
[ 2.71316127e-02 6.32497993e-02 2.43651393e-01 7.17858789e-02
-2.18952984e-01 -1.33649271e-01 1.19341433e-01 3.95409355e-02
-1.87569038e-01 1.06038937e-01]
[ 7.16241151e-02 2.84899355e-02 1.07923942e-01 8.16980176e-03
-2.39596717e-01 6.91355784e-02 6.87825817e-02 -2.70654206e-01
-1.67723368e-02 -8.78625049e-02]
[ -1.47761188e-02 7.76631978e-02 8.31635381e-02 -3.38977109e-02
-2.27490901e-02 1.82715309e-01 1.10908686e-01 1.18301281e-01
-2.45174424e-02 1.69841185e-01]
[ 2.15736043e-01 5.11237175e-02 2.65629025e-02 7.51060838e-02
6.96685750e-02 -2.05804590e-02 -1.45622819e-01 1.48090441e-01
-5.92158575e-02 -2.55226231e-02]
[ 3.79375181e-02 -2.73806681e-02 1.50199283e-02 3.51020813e-02
-3.87126572e-01 -1.21118552e-01 -1.92317484e-01 4.09222909e-02
1.15609096e-01 1.89133553e-01]
[ 4.08755815e-02 5.26510304e-01 1.19983652e-01 4.07660452e-01
-1.07397633e+00 -3.04289765e-01 -6.21002404e-01 -7.29066731e-02
2.83118966e-01 3.29640073e-01]
[ 1.77415007e-01 5.09341237e-01 6.36991823e-02 4.17029054e-01
-8.46738341e-01 -8.31288789e-02 -4.49480910e-01 1.50795049e-01
2.03930718e-01 4.85540227e-01]
[ 2.58220047e-01 2.98457832e-01 2.46172539e-01 1.44980828e-01
-4.05192871e-01 8.09314824e-02 -2.08746359e-01 1.62690991e-01
2.38008403e-01 7.67663697e-02]
[ -7.51117083e-02 2.12736523e-01 2.41011229e-01 1.38105181e-02
-2.78363375e-02 1.31687682e-01 -9.20756086e-02 -1.52238760e-02
-3.51474023e-02 4.81952799e-02]
[ -9.58593399e-02 -3.07819822e-03 2.59966306e-02 9.62185481e-02
-5.83527005e-02 1.15252382e-01 2.52875405e-01 2.04796244e-02
-2.72579772e-01 -9.05053114e-02]
[ -2.18846016e-01 -1.99045233e-02 -9.26470425e-02 -3.42852700e-01
1.77746059e-01 1.19417352e-01 1.00045909e-01 1.03624080e-01
-2.06512001e-01 3.33698387e-02]
[ 1.10453302e-02 -3.72852062e-01 -1.27005524e-01 -1.61432070e-01
3.71247228e-01 2.61229765e-02 1.72908401e-01 1.52601119e-01
-1.64884980e-01 -2.20495706e-01]
[ 1.42228277e-01 -1.77358506e-01 -1.41316947e-01 8.57455001e-04
9.99320669e-02 -5.93971774e-02 1.17512735e-02 -1.49296044e-01
1.34290106e-01 -1.14100036e-01]
[ -1.20840788e-01 1.12853926e-01 2.59250439e-01 -2.09440650e-02
1.81743410e-01 8.64731493e-02 1.24491048e-02 -2.98510269e-01
-1.20603642e-01 -6.38910435e-02]
[ -3.53004190e-01 6.01799561e-02 1.06525031e-02 -3.51642921e-02
1.66466715e-01 -1.69560963e-01 -1.25654476e-02 2.34372123e-01
-9.49637309e-02 7.02190081e-02]
[ 1.46687135e-01 7.20091606e-02 -2.37469266e-01 -9.15494712e-02
1.26828127e-01 -2.93693976e-01 3.35013865e-02 -1.68221701e-01
-3.34186427e-03 -1.91718919e-01]
[ 2.11846910e-01 -1.55757812e-01 6.31347843e-02 -2.27456088e-02
8.16468982e-02 -3.31807509e-02 7.52126333e-03 -1.36796015e-01
1.12588773e-01 -1.79546964e-01]
[ -1.05813024e-01 -5.14120636e-02 1.20640561e-01 1.07325762e-01
4.90594142e-02 -1.12109949e-01 2.48116769e-01 -7.76141664e-02
1.83291541e-01 -5.30039984e-03]
[ 5.24369739e-03 -1.66246927e-01 2.06114519e-01 -2.35467752e-01
2.92910557e-02 1.12004350e-01 4.57772056e-02 -1.15076747e-01
2.77499426e-02 2.31155148e-01]]
[[ 0.61451309]
[ 1.51599978]
[ 0.28454208]
[ 0.86617182]
[-2.62635782]
[-0.26633297]
[-1.55142887]
[ 0.06066654]
[ 0.68103684]
[ 0.89440416]]
Progress: 25.6% ... Training loss: 0.294 ... Validation loss: 0.459[[ 1.61780946e-01 2.04638903e-01 -1.08257475e-01 1.08537377e-01
-5.12044851e-01 -7.12678538e-02 -5.60975262e-02 1.23090534e-01
-6.51017008e-02 1.87468089e-01]
[ 1.25847881e-02 1.58919756e-01 -2.04595043e-02 3.98336363e-02
1.02553008e-01 -5.09500798e-03 3.09111718e-01 4.11615447e-02
1.37894676e-01 -3.10850525e-02]
[ 1.76128187e-01 5.07341423e-01 1.41825327e-02 1.38756041e-02
2.66358480e-01 -3.34347905e-02 -5.86095750e-01 -3.79749915e-02
6.63984071e-02 2.86813696e-01]
[ -9.97156680e-03 -2.97933666e-01 -2.31011508e-01 5.46664046e-02
-1.78001456e-02 1.58133599e-01 1.30779123e-01 5.69204152e-02
3.36046293e-02 1.50873716e-01]
[ -1.27686677e-02 1.32752753e-01 -1.47420802e-01 3.86837955e-02
8.44143552e-02 -1.78313324e-01 6.37427218e-02 -1.19372024e-01
-1.88529417e-01 -1.08665007e-02]
[ -3.61314360e-01 -4.48326319e-01 -2.89321322e-01 1.61243135e-01
1.30069698e-01 4.18801458e-02 1.40583285e-01 -3.59555864e-02
-6.07419937e-03 1.51640831e-02]
[ -3.90232467e-03 -1.88396340e-01 9.65229967e-03 9.07338916e-02
-5.94985569e-03 -7.10746660e-02 1.76157299e-01 -1.90159091e-01
1.88964571e-01 2.99077380e-02]
[ 1.15992475e-01 -2.27299456e-01 3.54281161e-02 -6.36518687e-02
1.00427131e-01 -4.82797532e-02 6.05869372e-02 1.21232890e-01
8.13443377e-02 -1.89697784e-02]
[ -1.74284283e-01 -1.08307605e-01 -3.05899155e-01 -2.59486573e-02
9.55736529e-03 7.09504028e-02 -1.81941280e-01 -2.87068795e-02
2.56360720e-01 -1.32232136e-01]
[ 7.17108464e-02 -3.06866469e-01 9.61577302e-02 4.87052575e-02
5.99922785e-02 -1.19758008e-01 9.19462754e-02 -1.00401969e-01
3.11457188e-02 1.33767176e-01]
[ -8.36148065e-02 2.46214538e-02 -1.79333245e-03 -1.56072940e-01
4.72069536e-02 2.27047350e-02 1.32258513e-01 -1.02829034e-01
-2.23373962e-02 -1.31208093e-01]
[ -1.18311188e-01 -9.46965860e-02 -7.20541636e-02 -1.39430064e-02
3.94638223e-01 1.03618662e-01 5.93284131e-02 -1.64464316e-02
-1.75427535e-01 -2.17460117e-01]
[ -1.56450021e-01 5.22730026e-03 6.21736137e-02 2.24536097e-02
-1.73961743e-01 -2.19982265e-01 -1.79225683e-01 -1.96963308e-01
8.76352615e-02 1.74907295e-01]
[ -2.37404358e-01 -2.29522575e-01 1.12234844e-01 2.56683314e-01
-9.11665521e-02 -7.82101101e-02 -3.79684203e-02 -2.56393512e-01
-2.26358556e-01 -2.36776321e-02]
[ 1.13671888e-01 -9.94648571e-02 -1.84030166e-02 1.23750200e-01
-2.06054241e-02 -8.80525551e-02 1.58416350e-01 3.91600053e-03
3.30831915e-02 1.90051875e-02]
[ 3.89992426e-02 -5.65630149e-02 -2.10410803e-01 1.51264880e-01
-4.53256942e-02 8.52593668e-02 -7.41270966e-02 -1.97391331e-02
-9.03962232e-02 -2.37818415e-03]
[ -1.26171180e-01 -7.42696950e-02 -2.05420381e-01 1.48687397e-01
1.68328552e-02 1.36500843e-01 2.03182277e-02 -2.50570769e-01
6.33925105e-02 -2.07390557e-01]
[ -7.32541617e-02 -4.42071205e-02 2.74482168e-01 9.29688412e-02
1.37691672e-01 -5.94855158e-02 -1.17566681e-01 1.20368011e-01
6.73210356e-02 2.68407446e-02]
[ 5.55470858e-02 -2.48556798e-02 8.80479886e-02 9.02578026e-02
6.42873534e-02 -1.76779739e-02 2.38557517e-01 1.20797406e-01
-2.99734024e-02 -6.34602202e-02]
[ 6.39945700e-03 -1.54243848e-01 -2.91511239e-01 -5.20704656e-02
2.08391649e-01 -9.07249747e-02 1.70371031e-01 1.63893431e-01
1.06085445e-01 -3.11460231e-02]
[ 5.07047324e-02 -4.86862946e-03 -1.16882738e-01 4.39418803e-02
-8.74799585e-02 3.22709416e-01 2.56959710e-01 2.05173962e-01
-1.61726098e-01 -6.01463945e-02]
[ -1.69644807e-03 -2.93554718e-02 1.19796249e-01 9.80278930e-02
1.55474739e-02 1.08101950e-01 -1.27360060e-01 -4.19034784e-02
2.05835256e-01 6.96601206e-02]
[ 1.08061932e-01 7.39815764e-02 -4.76632218e-02 -1.02761471e-01
-9.56499526e-02 -3.29351076e-01 1.12907242e-01 8.57179278e-03
1.40408506e-01 8.81055296e-02]
[ -9.94916858e-02 3.60504967e-03 -1.56185924e-02 2.19260623e-02
1.23840556e-02 -2.03196248e-01 -8.76241954e-02 -1.98482478e-02
1.44557530e-02 1.27574523e-01]
[ -1.38928314e-01 -5.87550234e-02 -1.94685755e-01 4.27546804e-03
-2.83623407e-01 -7.18514387e-03 -2.14105522e-02 -2.31086937e-02
9.39157645e-03 7.05119204e-02]
[ -2.91180283e-02 -7.16839350e-02 -7.42717926e-02 -1.26370324e-01
5.28375802e-01 2.75840076e-01 5.44202099e-01 1.13189067e-01
-1.80994683e-01 -3.73524369e-01]
[ -1.71134636e-02 -3.66260565e-01 -3.02248944e-02 -7.51308050e-02
6.65067075e-01 1.01688084e-01 5.06097975e-01 9.13520827e-02
2.73581187e-02 -3.83164584e-01]
[ 1.22588285e-02 -4.18875205e-01 -4.26682450e-02 -1.06718845e-01
6.76798827e-01 2.35421673e-02 4.71503714e-01 4.88227867e-02
-3.62554087e-01 -2.16679794e-01]
[ -1.61213097e-01 -5.56278631e-01 -5.75838681e-03 -1.92852925e-01
7.36811417e-01 -9.36202302e-02 5.85362972e-01 -8.18928245e-02
-5.97317646e-02 9.15472402e-02]
[ -2.83360819e-01 -3.62908577e-01 5.88840101e-02 -3.88024306e-02
8.97848005e-01 1.39782632e-01 3.83898781e-01 4.83501138e-02
-8.23325452e-02 -1.27321490e-01]
[ -1.95172700e-01 -2.64315810e-01 2.54221090e-01 -2.34247580e-01
6.35904308e-01 -4.69427398e-02 6.49798584e-01 1.38342397e-02
-2.49473048e-01 -2.02614608e-02]
[ -1.23815786e-01 -2.01717348e-01 -1.78274298e-01 -9.49098131e-02
4.69546859e-01 -2.32019112e-01 1.57834049e-01 1.69596269e-01
-4.47173282e-03 -1.12620410e-01]
[ 1.15063291e-01 2.45741400e-01 1.65635621e-01 -8.58519044e-02
-9.45191685e-02 4.82273474e-02 -1.53777805e-01 2.83707091e-01
7.87899007e-02 1.80079885e-01]
[ 3.51170173e-01 3.15389814e-01 -8.26338048e-02 3.17462755e-01
-8.96083015e-01 -2.88422158e-01 -4.76967749e-01 1.77903985e-01
3.82447463e-01 -3.36948318e-02]
[ 4.88198455e-02 1.46305481e-01 2.53681947e-01 2.53581535e-01
-6.67588028e-02 -1.96589633e-01 -1.84562903e-01 -1.32769234e-01
-1.37673530e-01 -2.85155853e-01]
[ 2.58968876e-02 -5.03880751e-02 -1.17217956e-01 -5.10127015e-02
2.38123236e-01 4.02806733e-02 -1.29756654e-02 -1.84199389e-01
3.67359852e-02 2.11407977e-01]
[ 1.57563823e-03 -5.19695877e-02 -6.61715579e-02 -4.90163893e-02
-2.22178491e-02 -1.76739460e-01 8.65580105e-02 1.02731378e-02
3.86379279e-02 8.52158542e-03]
[ 2.74612360e-02 6.41366741e-02 2.43818453e-01 7.22945298e-02
-2.20345015e-01 -1.33787975e-01 1.18460829e-01 3.95765081e-02
-1.87170073e-01 1.06542699e-01]
[ 7.17843597e-02 2.89290916e-02 1.07994437e-01 8.38177643e-03
-2.40078330e-01 6.90566958e-02 6.85837982e-02 -2.70643309e-01
-1.65970642e-02 -8.76290093e-02]
[ -1.52400527e-02 7.65442629e-02 8.29493659e-02 -3.45768887e-02
-2.07867250e-02 1.82914654e-01 1.12114369e-01 1.18255149e-01
-2.50450636e-02 1.69169356e-01]
[ 2.15284782e-01 5.01881593e-02 2.63795014e-02 7.44658473e-02
7.13059260e-02 -2.03988694e-02 -1.44796138e-01 1.48045435e-01
-5.97184604e-02 -2.61462299e-02]
[ 3.78922859e-02 -2.74209363e-02 1.50056961e-02 3.50997496e-02
-3.87026893e-01 -1.21106529e-01 -1.92151770e-01 4.09224383e-02
1.15564830e-01 1.89007744e-01]
[ 4.03975753e-02 5.25075978e-01 1.19828869e-01 4.07099310e-01
-1.07229216e+00 -3.04059517e-01 -6.19461035e-01 -7.29414726e-02
2.82754989e-01 3.29038345e-01]
[ 1.76790414e-01 5.07827274e-01 6.34193484e-02 4.16191541e-01
-8.44492221e-01 -8.28433024e-02 -4.47907181e-01 1.50732365e-01
2.03258660e-01 4.84637670e-01]
[ 2.57950338e-01 2.97766786e-01 2.46040931e-01 1.44585581e-01
-4.04036074e-01 8.10530778e-02 -2.08050355e-01 1.62661572e-01
2.37702662e-01 7.63202189e-02]
[ -7.51023979e-02 2.12798894e-01 2.41022381e-01 1.38369712e-02
-2.79174557e-02 1.31678790e-01 -9.21411635e-02 -1.52218235e-02
-3.51134101e-02 4.82166107e-02]
[ -9.60263562e-02 -3.53010426e-03 2.59248060e-02 9.59946192e-02
-5.76977474e-02 1.15318575e-01 2.53302739e-01 2.04631295e-02
-2.72755188e-01 -9.07496377e-02]
[ -2.19097595e-01 -2.04861224e-02 -9.27710328e-02 -3.43220790e-01
1.78885076e-01 1.19532110e-01 1.00647170e-01 1.03597930e-01
-2.06806300e-01 3.29992926e-02]
[ 1.11347836e-02 -3.72767378e-01 -1.26957214e-01 -1.61289796e-01
3.70831164e-01 2.60835113e-02 1.72786322e-01 1.52611727e-01
-1.64776481e-01 -2.20360053e-01]
[ 1.41779791e-01 -1.78670795e-01 -1.41549312e-01 3.11878015e-04
1.01215517e-01 -5.92205023e-02 1.31017160e-02 -1.49343725e-01
1.33908652e-01 -1.14760933e-01]
[ -1.20972527e-01 1.12482702e-01 2.59264774e-01 -2.09212600e-02
1.81224341e-01 8.64903451e-02 1.30494335e-02 -2.98512431e-01
-1.20610951e-01 -6.39996748e-02]
[ -3.53614385e-01 5.85293682e-02 1.04260588e-02 -3.60253616e-02
1.69300933e-01 -1.69329715e-01 -1.10712859e-02 2.34312064e-01
-9.56308415e-02 6.94059034e-02]
[ 1.47053295e-01 7.19878004e-02 -2.37238482e-01 -9.08831257e-02
1.24805608e-01 -2.93833645e-01 3.32198971e-02 -1.68169329e-01
-2.81207154e-03 -1.91142312e-01]
[ 2.11339275e-01 -1.56879656e-01 6.28876079e-02 -2.34559359e-02
8.37019731e-02 -3.29478598e-02 8.83096108e-03 -1.36845404e-01
1.12011926e-01 -1.80318106e-01]
[ -1.06393507e-01 -5.28788575e-02 1.20364303e-01 1.06475979e-01
5.17936271e-02 -1.11856425e-01 2.49577266e-01 -7.76758887e-02
1.82603885e-01 -6.18417683e-03]
[ 3.88417218e-03 -1.69451692e-01 2.05506256e-01 -2.37297622e-01
3.45969997e-02 1.12566736e-01 4.95116647e-02 -1.15205790e-01
2.63401277e-02 2.29232571e-01]]
[[ 0.60374143]
[ 1.50332533]
[ 0.27594566]
[ 0.85501003]
[-2.63668246]
[-0.27520504]
[-1.55904456]
[ 0.05222239]
[ 0.67078862]
[ 0.88161695]]
Progress: 25.6% ... Training loss: 0.293 ... Validation loss: 0.460[[ 0.16494743 0.21146782 -0.10690025 0.11267569 -0.52376957 -0.07264979
-0.06356119 0.12335799 -0.06168742 0.19169399]
[ 0.01248757 0.1585791 -0.02050988 0.03973788 0.10320616 -0.0050321
0.30923069 0.04115329 0.13787183 -0.03108443]
[ 0.17571708 0.50644799 0.0137945 0.01272223 0.27075289 -0.03313649
-0.58577621 -0.03803005 0.06571313 0.28553696]
[-0.00864778 -0.29607041 -0.23036621 0.0565225 -0.02362748 0.15761657
0.1283388 0.05700266 0.03503037 0.15307588]
[-0.01341237 0.13257944 -0.14767619 0.03803127 0.08653732 -0.17815052
0.06472989 -0.11939496 -0.18914609 -0.01171886]
[-0.36017575 -0.44610406 -0.28878926 0.16283446 0.12547038 0.0413484
0.13831855 -0.03585044 -0.00470399 0.01684177]
[-0.0026176 -0.18511599 0.01017653 0.09246243 -0.01110685 -0.07167947
0.17331204 -0.19004565 0.1902651 0.03160662]
[ 0.11617458 -0.22811428 0.0354294 -0.06366141 0.10065568 -0.0482827
0.06064115 0.12123663 0.08162906 -0.01896565]
[-0.17486631 -0.1100389 -0.3061177 -0.02677943 0.01166177 0.0712167
-0.18043603 -0.02875528 0.25575171 -0.13308119]
[ 0.0726631 -0.30533153 0.09653578 0.04979983 0.05708724 -0.12016074
0.08999061 -0.10031222 0.0323452 0.13500021]
[-0.08365242 0.02350466 -0.00184526 -0.15622931 0.04716233 0.02274417
0.13334135 -0.10283777 -0.02243998 -0.13142171]
[-0.11720243 -0.09215825 -0.07154125 -0.01240166 0.39016453 0.10310876
0.05665071 -0.01635353 -0.17417798 -0.21594789]
[-0.15645002 0.0052273 0.06217361 0.02245361 -0.17396174 -0.21998227
-0.17922568 -0.19696331 0.08763526 0.17490729]
[-0.23722332 -0.2293874 0.11233447 0.25699242 -0.0922064 -0.07831101
-0.03822859 -0.25637567 -0.22613937 -0.02338985]
[ 0.11403014 -0.09924198 -0.01822036 0.12432098 -0.02220183 -0.08823921
0.15806987 0.00395233 0.03353747 0.01956542]
[ 0.03944336 -0.05565711 -0.21025549 0.15171078 -0.04608076 0.08507642
-0.07516407 -0.01970155 -0.08989843 -0.00172397]
[-0.12581404 -0.07312497 -0.20526941 0.14918539 0.01505505 0.13633401
0.01945758 -0.25053677 0.06378388 -0.20691992]
[-0.0718735 -0.04094197 0.27507618 0.09487952 0.13240332 -0.06010658
-0.12069496 0.12048824 0.06875193 0.02868752]
[ 0.05542164 -0.0250777 0.08796996 0.09003667 0.06481072 -0.01763452
0.23878723 0.12078533 -0.03012599 -0.06365921]
[ 0.006868 -0.15332338 -0.29133723 -0.05148451 0.20650019 -0.09090529
0.16899548 0.16393087 0.1066442 -0.03056624]
[ 0.05117557 -0.00462351 -0.11667834 0.0444861 -0.08892108 0.3225142
0.25639611 0.20521237 -0.16120867 -0.05969882]
[-0.00217656 -0.03067911 0.11955476 0.0972744 0.01799431 0.10836049
-0.12613669 -0.0419517 0.20532697 0.06901626]
[ 0.10818693 0.07411249 -0.04759559 -0.10260432 -0.09599906 -0.32940891
0.11263648 0.00858199 0.14050954 0.08826856]
[-0.09992149 0.00242285 -0.01580318 0.02133411 0.01405621 -0.20300965
-0.08657294 -0.01988367 0.01403454 0.12696697]
[-0.13965513 -0.060041 -0.19497122 0.00329981 -0.28154995 -0.00685518
-0.01962298 -0.02317108 0.00864938 0.06948392]
[-0.02912457 -0.07184277 -0.07427549 -0.12638936 0.52842088 0.27584617
0.54435987 0.11318809 -0.18100399 -0.37354953]
[-0.01734739 -0.36687539 -0.03033802 -0.07548603 0.66614161 0.10179635
0.50684108 0.09133119 0.02711261 -0.38354614]
[ 0.01269275 -0.41844279 -0.04244676 -0.10603406 0.67470952 0.02332267
0.47083438 0.04886468 -0.36202758 -0.21600543]
[-0.16115271 -0.5561959 -0.00572649 -0.19276541 0.73680395 -0.09364729
0.58523106 -0.08188757 -0.05966423 0.09163438]
[-0.28333224 -0.36299699 0.05891474 -0.03871835 0.897635 0.13975788
0.38394013 0.04835538 -0.0822662 -0.12724506]
[-0.19527213 -0.26471039 0.25417563 -0.23438416 0.63630248 -0.04689712
0.65019352 0.01382567 -0.24958101 -0.02035587]
[-0.12386736 -0.20189523 -0.17829634 -0.09496967 0.46964315 -0.23200019
0.158014 0.16959293 -0.00450918 -0.11268822]
[ 0.11524415 0.24607536 0.1657135 -0.08561273 -0.09529917 0.04814512
-0.15424934 0.28372077 0.0789169 0.18033434]
[ 0.35022227 0.31301107 -0.08315255 0.31576136 -0.89121867 -0.28788397
-0.47446872 0.17781011 0.38135735 -0.03520565]
[ 0.04894182 0.14663892 0.25374446 0.2537179 -0.06731296 -0.19664416
-0.18484267 -0.13276116 -0.13753316 -0.28503216]
[ 0.02621634 -0.04979914 -0.11707986 -0.05055358 0.23674315 0.04011552
-0.01368175 -0.18417109 0.03706882 0.21190977]
[ 0.00204858 -0.05086351 -0.0659643 -0.0483739 -0.02425404 -0.17692746
0.08539249 0.0103081 0.03914981 0.00919889]
[ 0.02856749 0.06696908 0.24432459 0.07391054 -0.22525172 -0.13431141
0.1155472 0.03967707 -0.18591619 0.10809258]
[ 0.07149794 0.028181 0.1078571 0.00797244 -0.23885503 0.06918476
0.06935206 -0.27066811 -0.01690424 -0.08806431]
[-0.01486687 0.07749479 0.08313706 -0.03403002 -0.02240462 0.18274704
0.11102223 0.11829019 -0.02460557 0.16971026]
[ 0.21524207 0.05005785 0.02636143 0.07436247 0.07151092 -0.02037043
-0.14476513 0.14803937 -0.05981174 -0.02623793]
[ 0.03777583 -0.02760917 0.01494209 0.03488388 -0.38641364 -0.12107096
-0.19191727 0.04091165 0.11539951 0.18880547]
[ 0.04207967 0.52837967 0.12058767 0.40939367 -1.07821783 -0.30481412
-0.62283022 -0.07279662 0.28460222 0.33114123]
[ 0.17542363 0.50458412 0.06278098 0.41428012 -0.8390551 -0.08222765
-0.44458804 0.1506138 0.20181894 0.48276295]
[ 0.25802829 0.29798078 0.24606565 0.1446857 -0.40443901 0.08101519
-0.20825202 0.16266826 0.23779794 0.07642939]
[-0.07491047 0.21333227 0.24111297 0.01411618 -0.02886254 0.13158166
-0.09267354 -0.01520412 -0.03487978 0.04848558]
[-0.09618859 -0.00381568 0.02585269 0.09577053 -0.0570903 0.11538802
0.2537426 0.02045411 -0.27292142 -0.09097068]
[-0.21879446 -0.01978115 -0.09262956 -0.34275559 0.17766795 0.11940133
0.09979414 0.10362732 -0.20642451 0.03347472]
[ 0.01111952 -0.3728188 -0.1269649 -0.16130934 0.37091893 0.02608872
0.17281307 0.15261088 -0.16479174 -0.22036604]
[ 0.14288194 -0.17545154 -0.14100849 0.0020896 0.0950885 -0.05976448
0.01004568 -0.14924578 0.1352353 -0.11308534]
[-0.12073281 0.11263994 0.25938078 -0.02063984 0.18122085 0.08635115
0.01265785 -0.29847902 -0.12022693 -0.06359635]
[-0.35260004 0.06049611 0.0108667 -0.03466115 0.16565753 -0.16978058
-0.01292049 0.23439775 -0.09454756 0.07059392]
[ 0.14735282 0.07257217 -0.23713017 -0.09057511 0.12472007 -0.29394653
0.03224195 -0.16814287 -0.0024716 -0.19068109]
[ 0.21017926 -0.16007174 0.0623039 -0.0252538 0.08892781 -0.03238083
0.01206006 -0.13695314 0.11067827 -0.18216489]
[-0.10501288 -0.049691 0.12101118 0.10841048 0.04602241 -0.11250053
0.24629024 -0.0775559 0.18410452 -0.00424129]
[ 0.00303123 -0.17241859 0.20507635 -0.23868607 0.03757848 0.11301755
0.05229383 -0.11528761 0.02538518 0.22793996]]
[[ 0.60841291]
[ 1.50800019]
[ 0.28181274]
[ 0.86315929]
[-2.63026283]
[-0.26976779]
[-1.5499648 ]
[ 0.05889704]
[ 0.67608328]
[ 0.88893514]]
Progress: 25.7% ... Training loss: 0.293 ... Validation loss: 0.464[[ 1.61860357e-01 2.04453628e-01 -1.08382378e-01 1.08018289e-01
-5.10651454e-01 -7.11938946e-02 -5.62475883e-02 1.23037824e-01
-6.52157128e-02 1.87238952e-01]
[ 1.22752130e-02 1.57988800e-01 -2.06175063e-02 3.94236153e-02
1.04190258e-01 -4.94096921e-03 3.09677763e-01 4.11316443e-02
1.37644227e-01 -3.14269018e-02]
[ 1.74628907e-01 5.05223706e-01 1.30972758e-02 1.02417191e-02
2.79375700e-01 -3.24446321e-02 -5.84761601e-01 -3.81888606e-02
6.41073449e-02 2.84008060e-01]
[ -7.93233298e-03 -2.95588147e-01 -2.29864434e-01 5.80998841e-02
-2.87281850e-02 1.57214672e-01 1.28117945e-01 5.71044897e-02
3.64875176e-02 1.54256667e-01]
[ -1.15664499e-02 1.36337782e-01 -1.46890188e-01 4.04989335e-02
7.89543686e-02 -1.78919622e-01 6.00498542e-02 -1.19236815e-01
-1.87284462e-01 -9.46510852e-03]
[ -3.61264345e-01 -4.49324504e-01 -2.89265428e-01 1.61564440e-01
1.28187098e-01 4.17547669e-02 1.41684763e-01 -3.59480473e-02
-5.81392100e-03 1.53209751e-02]
[ -4.02446254e-03 -1.88311832e-01 9.59488233e-03 9.04439155e-02
-4.97158681e-03 -7.10451957e-02 1.76726731e-01 -1.90182659e-01
1.88822540e-01 2.97337635e-02]
[ 1.14825536e-01 -2.31526559e-01 3.46909002e-02 -6.59047667e-02
1.06790148e-01 -4.76030382e-02 6.40526444e-02 1.21078729e-01
8.00302703e-02 -2.09916084e-02]
[ -1.75299360e-01 -1.11422957e-01 -3.06305874e-01 -2.73602223e-02
1.37510572e-02 7.14015023e-02 -1.79249300e-01 -2.87964930e-02
2.55345032e-01 -1.33683229e-01]
[ 7.07597023e-02 -3.10613900e-01 9.55654597e-02 4.68074286e-02
6.46700006e-02 -1.19213241e-01 9.51858387e-02 -1.00529509e-01
3.00541699e-02 1.32237010e-01]
[ -8.54642785e-02 1.93835153e-02 -2.63836598e-03 -1.58648553e-01
5.41176543e-02 2.34741649e-02 1.37757197e-01 -1.03004450e-01
-2.42731991e-02 -1.33939212e-01]
[ -1.17764711e-01 -9.39673482e-02 -7.17623176e-02 -1.31026988e-02
3.92702177e-01 1.03336370e-01 5.84187636e-02 -1.64032794e-02
-1.74611691e-01 -2.16688838e-01]
[ -1.56450021e-01 5.22730026e-03 6.21736137e-02 2.24536097e-02
-1.73961743e-01 -2.19982265e-01 -1.79225683e-01 -1.96963308e-01
8.76352615e-02 1.74907295e-01]
[ -2.37471131e-01 -2.30005128e-01 1.12235943e-01 2.56777926e-01
-9.21892348e-02 -7.82273558e-02 -3.74482920e-02 -2.56396737e-01
-2.26344918e-01 -2.37266458e-02]
[ 1.13529400e-01 -1.01008412e-01 -1.84222012e-02 1.23735118e-01
-2.04809775e-02 -8.80596093e-02 1.59762259e-01 3.91191301e-03
3.30464526e-02 1.89203925e-02]
[ 3.95659285e-02 -5.52749943e-02 -2.10201175e-01 1.51853643e-01
-4.65821739e-02 8.50230424e-02 -7.55984110e-02 -1.96906089e-02
-8.97691493e-02 -1.55680844e-03]
[ -1.26026688e-01 -7.37149189e-02 -2.05353100e-01 1.48870575e-01
1.58819609e-02 1.36447306e-01 2.01655508e-02 -2.50562139e-01
6.36129692e-02 -2.07205491e-01]
[ -7.31009400e-02 -4.38049431e-02 2.74542596e-01 9.31515626e-02
1.37532677e-01 -5.95638827e-02 -1.17617529e-01 1.20369267e-01
6.74712960e-02 2.69802021e-02]
[ 5.63038924e-02 -2.28050431e-02 8.84033739e-02 9.13113648e-02
6.15209207e-02 -1.80434811e-02 2.36382973e-01 1.20874850e-01
-2.91519127e-02 -6.22891719e-02]
[ 6.09010207e-03 -1.54984010e-01 -2.91755738e-01 -5.28028774e-02
2.10213882e-01 -9.05168038e-02 1.70614044e-01 1.63841751e-01
1.05685973e-01 -3.16768907e-02]
[ 5.05956343e-02 -6.03212096e-03 -1.16951252e-01 4.36234291e-02
-8.65533294e-02 3.22780908e-01 2.57882640e-01 2.05153753e-01
-1.61858643e-01 -6.05449742e-02]
[ -3.17396919e-03 -3.34791432e-02 1.19034910e-01 9.57383735e-02
2.21959962e-02 1.08843039e-01 -1.23355206e-01 -4.20602374e-02
2.04215493e-01 6.74836732e-02]
[ 1.07859179e-01 7.32761587e-02 -4.77376437e-02 -1.03060699e-01
-9.43950577e-02 -3.29259680e-01 1.13507496e-01 8.55057939e-03
1.40173092e-01 8.77841745e-02]
[ -9.96970527e-02 2.79739511e-03 -1.56847550e-02 2.16978460e-02
1.31081946e-02 -2.03123241e-01 -8.71106556e-02 -1.98597108e-02
1.43253988e-02 1.27336700e-01]
[ -1.40290304e-01 -6.17402599e-02 -1.95290913e-01 2.42240563e-03
-2.79316410e-01 -6.58035873e-03 -1.78831999e-02 -2.32357161e-02
7.90143470e-03 6.85038486e-02]
[ -2.91575330e-02 -7.19918952e-02 -7.42728261e-02 -1.26379561e-01
5.28373101e-01 2.75839072e-01 5.44555318e-01 1.13188172e-01
-1.80997698e-01 -3.73600520e-01]
[ -1.74049319e-02 -3.67318188e-01 -3.03742697e-02 -7.55982813e-02
6.66334699e-01 1.01836185e-01 5.07264451e-01 9.13239467e-02
2.70376138e-02 -3.83665078e-01]
[ 1.27380499e-02 -4.18380795e-01 -4.24262042e-02 -1.05970642e-01
6.74563175e-01 2.33029897e-02 4.70719872e-01 4.88690467e-02
-3.61975603e-01 -2.15942649e-01]
[ -1.60871818e-01 -5.55871072e-01 -5.58174982e-03 -1.92276847e-01
7.35547052e-01 -9.37994977e-02 5.84605446e-01 -8.18561937e-02
-5.92804702e-02 9.21348547e-02]
[ -2.83242379e-01 -3.62917159e-01 5.89634325e-02 -3.85622846e-02
8.97204111e-01 1.39706769e-01 3.83825449e-01 4.83653716e-02
-8.21401276e-02 -1.27113862e-01]
[ -1.95227022e-01 -2.65015180e-01 2.54215531e-01 -2.34255121e-01
6.35965335e-01 -4.69287777e-02 6.50424194e-01 1.38339754e-02
-2.49480974e-01 -2.01957097e-02]
[ -1.23838983e-01 -2.01831318e-01 -1.78283622e-01 -9.49248192e-02
4.69512026e-01 -2.32014276e-01 1.57927627e-01 1.69596101e-01
-4.47553357e-03 -1.12640120e-01]
[ 1.14246246e-01 2.43558439e-01 1.65253855e-01 -8.70920279e-02
-9.09072823e-02 4.86012176e-02 -1.51787178e-01 2.83620484e-01
7.78478707e-02 1.78928928e-01]
[ 3.49028391e-01 3.10748958e-01 -8.37325797e-02 3.14021194e-01
-8.87116411e-01 -2.87321726e-01 -4.71559389e-01 1.77689058e-01
3.80043216e-01 -3.70236342e-02]
[ 4.86951572e-02 1.45978975e-01 2.53633095e-01 2.53379570e-01
-6.62715097e-02 -1.96549718e-01 -1.84186006e-01 -1.32781610e-01
-1.37809197e-01 -2.85360818e-01]
[ 2.63739849e-02 -4.94591028e-02 -1.17003777e-01 -5.03295343e-02
2.36049852e-01 4.00453207e-02 -1.40878292e-02 -1.84156537e-01
3.72480168e-02 2.12141854e-01]
[ 1.61448431e-03 -5.18498159e-02 -6.61716450e-02 -4.90110514e-02
-2.23234509e-02 -1.76737731e-01 8.64053498e-02 1.02633324e-02
3.86354130e-02 8.52578887e-03]
[ 2.86414143e-02 6.71604275e-02 2.44354777e-01 7.40210959e-02
-2.25550700e-01 -1.34343382e-01 1.15370687e-01 3.96848045e-02
-1.85826893e-01 1.08192105e-01]
[ 7.14547968e-02 2.80723704e-02 1.07837942e-01 7.90969634e-03
-2.38686758e-01 6.92046079e-02 6.94659573e-02 -2.70671924e-01
-1.69505580e-02 -8.81271604e-02]
[ -1.47220828e-02 7.78383365e-02 8.31830175e-02 -3.39258360e-02
-2.28592797e-02 1.82717043e-01 1.10765682e-01 1.18293396e-01
-2.45042445e-02 1.69848250e-01]
[ 2.15310460e-01 5.01526013e-02 2.63916462e-02 7.44537281e-02
7.11319892e-02 -2.03990155e-02 -1.44933705e-01 1.48045549e-01
-5.97277071e-02 -2.61418598e-02]
[ 3.76319114e-02 -2.79168814e-02 1.48742362e-02 3.46825040e-02
-3.85826259e-01 -1.21021904e-01 -1.91583451e-01 4.08983573e-02
1.15250943e-01 1.88578936e-01]
[ 4.22460162e-02 5.28658339e-01 1.20675359e-01 4.09631437e-01
-1.07898030e+00 -3.04883876e-01 -6.22990954e-01 -7.27809892e-02
2.84785977e-01 3.31390191e-01]
[ 1.74349863e-01 5.02202154e-01 6.22397435e-02 4.12633039e-01
-8.34344564e-01 -8.17137128e-02 -4.42316475e-01 1.50497075e-01
2.00553907e-01 4.81363282e-01]
[ 2.57242504e-01 2.96056809e-01 2.45715901e-01 1.43575684e-01
-4.01150569e-01 8.13579091e-02 -2.06373088e-01 1.62590578e-01
2.36970773e-01 7.52758923e-02]
[ -7.50270451e-02 2.13141551e-01 2.41059357e-01 1.39798317e-02
-2.82467816e-02 1.31626416e-01 -9.23841273e-02 -1.52147074e-02
-3.49963660e-02 4.83211607e-02]
[ -9.65719446e-02 -4.74530375e-03 2.56887488e-02 9.52424051e-02
-5.54441833e-02 1.15555727e-01 2.54689004e-01 2.04168617e-02
-2.73341650e-01 -9.15403313e-02]
[ -2.18594701e-01 -1.94791570e-02 -9.25308581e-02 -3.42435483e-01
1.76723186e-01 1.19301470e-01 9.94074942e-02 1.03648968e-01
-2.06171692e-01 3.38102578e-02]
[ 1.10511640e-02 -3.72947685e-01 -1.26997295e-01 -1.61408807e-01
3.71202139e-01 2.61196656e-02 1.72963914e-01 1.52604055e-01
-1.64869416e-01 -2.20468860e-01]
[ 1.43010806e-01 -1.76020175e-01 -1.41022910e-01 2.15072022e-03
9.45373165e-02 -5.97750668e-02 1.01122526e-02 -1.49249282e-01
1.35351962e-01 -1.12992926e-01]
[ -1.21359067e-01 1.11209923e-01 2.59088313e-01 -2.15390523e-02
1.83911111e-01 8.66156305e-02 1.40946672e-02 -2.98540860e-01
-1.20899323e-01 -6.45319400e-02]
[ -3.52777767e-01 5.97937283e-02 1.07795632e-02 -3.48793415e-02
1.66732698e-01 -1.69723320e-01 -1.24316543e-02 2.34378498e-01
-9.47149476e-02 7.03279738e-02]
[ 1.46608004e-01 7.05095485e-02 -2.37454045e-01 -9.16663410e-02
1.28083571e-01 -2.93614094e-01 3.42650796e-02 -1.68219574e-01
-3.27482158e-03 -1.91795807e-01]
[ 2.09601074e-01 -1.61573683e-01 6.20391846e-02 -2.60456962e-02
9.10733317e-02 -3.21429397e-02 1.37927681e-02 -1.37005605e-01
1.10048212e-01 -1.83009210e-01]
[ -1.05207733e-01 -5.01720669e-02 1.20958039e-01 1.08221931e-01
4.68053405e-02 -1.12428868e-01 2.46806564e-01 -7.75681825e-02
1.83867575e-01 -4.45907146e-03]
[ 9.46659192e-04 -1.76884537e-01 2.04127603e-01 -2.41670801e-01
4.51480077e-02 1.13969499e-01 5.74085722e-02 -1.15495302e-01
2.32205618e-02 2.25204248e-01]]
[[ 0.59147205]
[ 1.49306262]
[ 0.26603461]
[ 0.84701106]
[-2.63986866]
[-0.28318412]
[-1.56215723]
[ 0.04375095]
[ 0.65822535]
[ 0.87175212]]
Progress: 25.8% ... Training loss: 0.299 ... Validation loss: 0.469[[ 1.64104137e-01 2.10203702e-01 -1.07366247e-01 1.11360527e-01
-5.20247462e-01 -7.22969953e-02 -6.18335635e-02 1.23218412e-01
-6.26728641e-02 1.90640049e-01]
[ 1.23818921e-02 1.58195405e-01 -2.05696702e-02 3.95740652e-02
1.03900016e-01 -4.99194432e-03 3.09437554e-01 4.11395387e-02
1.37754783e-01 -3.12763666e-02]
[ 1.75704093e-01 5.09216539e-01 1.34927407e-02 1.13715362e-02
2.77352217e-01 -3.28240367e-02 -5.88389333e-01 -3.81209727e-02
6.50931285e-02 2.85217901e-01]
[ -9.29671579e-03 -2.98177610e-01 -2.30406822e-01 5.64544528e-02
-2.22372498e-02 1.57723420e-01 1.30139823e-01 5.70083401e-02
3.52930130e-02 1.52723543e-01]
[ -8.73339608e-03 1.42740935e-01 -1.45571169e-01 4.46486553e-02
6.56523236e-02 -1.80212645e-01 5.29633305e-02 -1.19034504e-01
-1.84091766e-01 -5.27242357e-03]
[ -3.59960715e-01 -4.46907370e-01 -2.88640224e-01 1.63638771e-01
1.21160258e-01 4.10511039e-02 1.38855269e-01 -3.58439240e-02
-4.24532801e-03 1.73683087e-02]
[ -2.71780085e-03 -1.85045456e-01 1.01682965e-02 9.22298494e-02
-1.04943089e-02 -7.16177303e-02 1.73441923e-01 -1.90088134e-01
1.90186310e-01 3.15421095e-02]
[ 1.16820565e-01 -2.26578842e-01 3.56319276e-02 -6.28653949e-02
9.88812993e-02 -4.86118762e-02 5.88316595e-02 1.21237160e-01
8.24352012e-02 -1.80169704e-02]
[ -1.73956982e-01 -1.08272065e-01 -3.05730544e-01 -2.54959431e-02
8.66090107e-03 7.07890669e-02 -1.82272953e-01 -2.86987547e-02
2.56777651e-01 -1.31800572e-01]
[ 7.47104761e-02 -3.01144571e-01 9.73744845e-02 5.25002334e-02
4.79045112e-02 -1.21074594e-01 8.56666204e-02 -1.00232244e-01
3.44591357e-02 1.37996589e-01]
[ -8.36028927e-02 2.33223558e-02 -1.78150806e-03 -1.55787359e-01
4.57529558e-02 2.25073798e-02 1.33366835e-01 -1.02855662e-01
-2.20879952e-02 -1.31182916e-01]
[ -1.17629172e-01 -9.35933995e-02 -7.17132241e-02 -1.28927810e-02
3.92283798e-01 1.03267038e-01 5.79694033e-02 -1.63945137e-02
-1.74431949e-01 -2.16491739e-01]
[ -1.56450021e-01 5.22730026e-03 6.21736137e-02 2.24536097e-02
-1.73961743e-01 -2.19982265e-01 -1.79225683e-01 -1.96963308e-01
8.76352615e-02 1.74907295e-01]
[ -2.37117583e-01 -2.29388757e-01 1.12447079e-01 2.57429694e-01
-9.42861256e-02 -7.84425506e-02 -3.81927844e-02 -2.56363597e-01
-2.25870773e-01 -2.31186868e-02]
[ 1.13338965e-01 -1.01829541e-01 -1.84861016e-02 1.23540030e-01
-2.03949188e-02 -8.80180055e-02 1.60599930e-01 3.90122697e-03
3.28718502e-02 1.86447061e-02]
[ 4.02688824e-02 -5.36392643e-02 -2.09921441e-01 1.52838385e-01
-4.96207586e-02 8.46987033e-02 -7.74233372e-02 -1.96381109e-02
-8.89787159e-02 -4.86649931e-04]
[ -1.25330171e-01 -7.23404543e-02 -2.05043753e-01 1.49860132e-01
1.29482596e-02 1.36125976e-01 1.85891376e-02 -2.50514399e-01
6.43599202e-02 -2.06259664e-01]
[ -7.23727788e-02 -4.19471794e-02 2.74860803e-01 9.41842800e-02
1.34285936e-01 -5.98788381e-02 -1.19465512e-01 1.20426061e-01
6.82778429e-02 2.80415778e-02]
[ 5.61794810e-02 -2.28830393e-02 8.83581782e-02 9.10546033e-02
6.22449359e-02 -1.79795999e-02 2.36573512e-01 1.20864423e-01
-2.93517798e-02 -6.25064693e-02]
[ 7.32707699e-03 -1.51992021e-01 -2.91192235e-01 -5.10235208e-02
2.05334985e-01 -9.11074097e-02 1.67401307e-01 1.63934100e-01
1.07073470e-01 -2.99026295e-02]
[ 5.11153562e-02 -4.32686161e-03 -1.16672085e-01 4.45044325e-02
-8.88426498e-02 3.22483254e-01 2.56253571e-01 2.05200359e-01
-1.61163500e-01 -5.96294234e-02]
[ -2.17996458e-03 -3.15767305e-02 1.19445516e-01 9.71434223e-02
1.86407675e-02 1.08363827e-01 -1.25340976e-01 -4.19854824e-02
2.05338227e-01 6.88214981e-02]
[ 1.08547458e-01 7.49486118e-02 -4.74349087e-02 -1.02087308e-01
-9.72149099e-02 -3.29554377e-01 1.11882841e-01 8.59945835e-03
1.40904299e-01 8.87504895e-02]
[ -9.94094397e-02 3.46283823e-03 -1.55646736e-02 2.21211751e-02
1.20098411e-02 -2.03265395e-01 -8.78783036e-02 -1.98378477e-02
1.46448454e-02 1.27774047e-01]
[ -1.40235533e-01 -6.14809022e-02 -1.95261357e-01 2.51725856e-03
-2.79717481e-01 -6.60317184e-03 -1.80566562e-02 -2.32344100e-02
7.97171309e-03 6.85931873e-02]
[ -2.90172447e-02 -7.17910413e-02 -7.42038537e-02 -1.26161060e-01
5.27709143e-01 2.75765185e-01 5.44387964e-01 1.13199604e-01
-1.80825944e-01 -3.73409439e-01]
[ -1.75154788e-02 -3.67563424e-01 -3.04302632e-02 -7.57763054e-02
6.66894261e-01 1.01890611e-01 5.07563502e-01 9.13154340e-02
2.69046377e-02 -3.83847772e-01]
[ 1.27627575e-02 -4.18267974e-01 -4.24150482e-02 -1.05921321e-01
6.74504879e-01 2.32930608e-02 4.70661157e-01 4.88706993e-02
-3.61959239e-01 -2.15903475e-01]
[ -1.60875679e-01 -5.55912315e-01 -5.58600198e-03 -1.92290515e-01
7.35625974e-01 -9.37950227e-02 5.84664622e-01 -8.18568421e-02
-5.92938374e-02 9.21194308e-02]
[ -2.82861328e-01 -3.62301811e-01 5.91596972e-02 -3.78927695e-02
8.95472522e-01 1.39481163e-01 3.83074426e-01 4.83998174e-02
-8.16122107e-02 -1.26473033e-01]
[ -1.95505715e-01 -2.65706683e-01 2.54085595e-01 -2.34668346e-01
6.37146026e-01 -4.67887033e-02 6.51137643e-01 1.38126498e-02
-2.49800557e-01 -2.06193715e-02]
[ -1.23588860e-01 -2.01340973e-01 -1.78185502e-01 -9.45639928e-02
4.68474242e-01 -2.32133774e-01 1.57363152e-01 1.69614776e-01
-4.19784189e-03 -1.12273915e-01]
[ 1.14739242e-01 2.44891794e-01 1.65485293e-01 -8.63757554e-02
-9.30421745e-02 4.83602072e-02 -1.53077102e-01 2.83655700e-01
7.84041272e-02 1.79666548e-01]
[ 3.50338324e-01 3.14655944e-01 -8.30343353e-02 3.16204515e-01
-8.93006151e-01 -2.88027962e-01 -4.75431315e-01 1.77805157e-01
3.81688398e-01 -3.47043027e-02]
[ 4.87326280e-02 1.46042411e-01 2.53665343e-01 2.53416957e-01
-6.64973561e-02 -1.96568991e-01 -1.84263966e-01 -1.32778831e-01
-1.37766803e-01 -2.85307514e-01]
[ 2.67009148e-02 -4.87559879e-02 -1.16860090e-01 -4.98710823e-02
2.34641094e-01 3.99098376e-02 -1.48722811e-02 -1.84135837e-01
3.76072526e-02 2.12608327e-01]
[ 1.69771715e-03 -5.18357597e-02 -6.61731038e-02 -4.88970445e-02
-2.27959745e-02 -1.76798987e-01 8.62558138e-02 1.02704593e-02
3.87719392e-02 8.67541762e-03]
[ 2.83931145e-02 6.65969076e-02 2.44244173e-01 7.35910907e-02
-2.24320667e-01 -1.34207618e-01 1.16129314e-01 3.96614295e-02
-1.86151753e-01 1.07763609e-01]
[ 7.15664864e-02 2.84135878e-02 1.07904539e-01 8.07833258e-03
-2.39302220e-01 6.91544028e-02 6.90436069e-02 -2.70666113e-01
-1.68312564e-02 -8.79422282e-02]
[ -1.44153850e-02 7.85925252e-02 8.33185710e-02 -3.34938804e-02
-2.39536713e-02 1.82567599e-01 1.10023449e-01 1.18317426e-01
-2.41641255e-02 1.70157239e-01]
[ 2.15618301e-01 5.10072596e-02 2.65059186e-02 7.47948541e-02
6.96671620e-02 -2.05276112e-02 -1.45831103e-01 1.48064217e-01
-5.94528096e-02 -2.57774835e-02]
[ 3.80166642e-02 -2.70335345e-02 1.50256427e-02 3.51992364e-02
-3.87475607e-01 -1.21160618e-01 -1.92575282e-01 4.09259130e-02
1.15665683e-01 1.89095219e-01]
[ 4.23778168e-02 5.28621143e-01 1.20728698e-01 4.09869284e-01
-1.07984178e+00 -3.04944402e-01 -6.23023301e-01 -7.27694822e-02
2.84919746e-01 3.31510394e-01]
[ 1.75208889e-01 5.04036055e-01 6.25951440e-02 4.13788587e-01
-8.37583804e-01 -8.21125146e-02 -4.44108463e-01 1.50560067e-01
2.01457336e-01 4.82537360e-01]
[ 2.57404026e-01 2.96441249e-01 2.45792923e-01 1.43826122e-01
-4.01843596e-01 8.12765726e-02 -2.06768979e-01 1.62603466e-01
2.37160581e-01 7.55181115e-02]
[ -7.50450302e-02 2.13138477e-01 2.41049580e-01 1.39659948e-02
-2.81740949e-02 1.31633321e-01 -9.23726534e-02 -1.52146172e-02
-3.50146581e-02 4.82997805e-02]
[ -9.61193659e-02 -3.62681071e-03 2.58863230e-02 9.58801063e-02
-5.72500197e-02 1.15339484e-01 2.53542242e-01 2.04492828e-02
-2.72841951e-01 -9.08937703e-02]
[ -2.18348823e-01 -1.88737856e-02 -9.24272572e-02 -3.42108142e-01
1.75744723e-01 1.19185566e-01 9.87682772e-02 1.03666570e-01
-2.05898497e-01 3.41664673e-02]
[ 1.16497280e-02 -3.71799726e-01 -1.26705194e-01 -1.60471062e-01
3.68557142e-01 2.58124976e-02 1.71538578e-01 1.52651042e-01
-1.64172707e-01 -2.19561729e-01]
[ 1.44269983e-01 -1.73197302e-01 -1.40494881e-01 3.90273046e-03
8.91499790e-02 -6.03593557e-02 7.08055750e-03 -1.49156482e-01
1.36744318e-01 -1.11150637e-01]
[ -1.20718584e-01 1.12553467e-01 2.59395212e-01 -2.06271310e-02
1.81662582e-01 8.62870302e-02 1.28846272e-02 -2.98491298e-01
-1.20221631e-01 -6.36578773e-02]
[ -3.51942141e-01 6.18132727e-02 1.11363876e-02 -3.37066545e-02
1.63333737e-01 -1.70084372e-01 -1.43530055e-02 2.34438739e-01
-9.38423221e-02 7.14354202e-02]
[ 1.46699896e-01 7.10099193e-02 -2.37391339e-01 -9.14288584e-02
1.28004381e-01 -2.93714870e-01 3.36225685e-02 -1.68206296e-01
-3.10115701e-03 -1.91500787e-01]
[ 2.09994905e-01 -1.60288824e-01 6.22522807e-02 -2.54145574e-02
8.92480341e-02 -3.23516154e-02 1.26188844e-02 -1.36969901e-01
1.10532139e-01 -1.82327646e-01]
[ -1.04398261e-01 -4.84978748e-02 1.21352089e-01 1.09468648e-01
4.30091829e-02 -1.12816915e-01 2.44985871e-01 -7.75024705e-02
1.84900435e-01 -3.21725481e-03]
[ 2.86387701e-03 -1.72747801e-01 2.04980976e-01 -2.38858842e-01
3.63349139e-02 1.13043467e-01 5.28498068e-02 -1.15357782e-01
2.53573486e-02 2.27875022e-01]]
[[ 0.61378282]
[ 1.51303721]
[ 0.28614312]
[ 0.87027142]
[-2.61981542]
[-0.26466005]
[-1.5413202 ]
[ 0.0642633 ]
[ 0.68203837]
[ 0.89507487]]
Progress: 25.8% ... Training loss: 0.295 ... Validation loss: 0.466[[ 1.64261963e-01 2.10490576e-01 -1.07378496e-01 1.11391981e-01
-5.19502542e-01 -7.23364102e-02 -6.16994966e-02 1.23208854e-01
-6.26794129e-02 1.90522176e-01]
[ 1.27541407e-02 1.59069062e-01 -2.03888291e-02 4.01588282e-02
1.02231626e-01 -5.17054437e-03 3.08719273e-01 4.11818477e-02
1.38169653e-01 -3.06977679e-02]
[ 1.75442238e-01 5.08367463e-01 1.33279071e-02 1.04706424e-02
2.79300670e-01 -3.26560350e-02 -5.87606274e-01 -3.81850399e-02
6.45649822e-02 2.84266175e-01]
[ -8.96391777e-03 -2.97336479e-01 -2.30280228e-01 5.71965072e-02
-2.43474273e-02 1.57488200e-01 1.30025186e-01 5.70689759e-02
3.58853973e-02 1.53371220e-01]
[ -7.54455189e-03 1.44586161e-01 -1.45071147e-01 4.65557846e-02
6.04387383e-02 -1.80838842e-01 5.00994806e-02 -1.18911058e-01
-1.82749556e-01 -3.41794140e-03]
[ -3.60892405e-01 -4.49781985e-01 -2.89099192e-01 1.62425548e-01
1.25068945e-01 4.13781591e-02 1.41792892e-01 -3.59331080e-02
-5.25858431e-03 1.60114607e-02]
[ -1.44717494e-03 -1.82011043e-01 1.07069420e-02 9.38954617e-02
-1.56825746e-02 -7.21516816e-02 1.70348059e-01 -1.89968718e-01
1.91531975e-01 3.31489278e-02]
[ 1.15780007e-01 -2.29346404e-01 3.51070706e-02 -6.44708273e-02
1.03798867e-01 -4.81397943e-02 6.18011741e-02 1.21121710e-01
8.11835809e-02 -1.97119285e-02]
[ -1.75331375e-01 -1.11383371e-01 -3.06378946e-01 -2.74642743e-02
1.43394507e-02 7.13833069e-02 -1.78805433e-01 -2.88460116e-02
2.55297923e-01 -1.33830738e-01]
[ 7.32683549e-02 -3.04629149e-01 9.66238356e-02 5.01655290e-02
5.47351173e-02 -1.20440303e-01 8.98276634e-02 -1.00406093e-01
3.26826226e-02 1.35419089e-01]
[ -8.38522804e-02 2.23453626e-02 -1.93279540e-03 -1.56166534e-01
4.70155224e-02 2.26209149e-02 1.34150288e-01 -1.02883756e-01
-2.23925896e-02 -1.31599791e-01]
[ -1.18013678e-01 -9.48508967e-02 -7.19048703e-02 -1.33002765e-02
3.93507163e-01 1.03378637e-01 5.93057020e-02 -1.64250465e-02
-1.74749781e-01 -2.16972518e-01]
[ -1.56450021e-01 5.22730026e-03 6.21736137e-02 2.24536097e-02
-1.73961743e-01 -2.19982265e-01 -1.79225683e-01 -1.96963308e-01
8.76352615e-02 1.74907295e-01]
[ -2.37402903e-01 -2.29921902e-01 1.12328715e-01 2.57089511e-01
-9.33824637e-02 -7.83353120e-02 -3.75688968e-02 -2.56390154e-01
-2.26192949e-01 -2.34904792e-02]
[ 1.12884985e-01 -1.03222078e-01 -1.87016227e-02 1.22925640e-01
-1.84029876e-02 -8.78783504e-02 1.62050299e-01 3.85803453e-03
3.23872213e-02 1.79602839e-02]
[ 4.01871265e-02 -5.44281917e-02 -2.10018843e-01 1.52732462e-01
-4.89845530e-02 8.47334887e-02 -7.67526262e-02 -1.96469192e-02
-8.90670520e-02 -6.30340473e-04]
[ -1.24796958e-01 -7.09527316e-02 -2.04785773e-01 1.50595604e-01
1.06822560e-02 1.35916584e-01 1.70033680e-02 -2.50470019e-01
6.49756923e-02 -2.05549626e-01]
[ -7.18391236e-02 -4.06517951e-02 2.75090717e-01 9.48871918e-02
1.32230644e-01 -6.01107657e-02 -1.20519796e-01 1.20482642e-01
6.88212073e-02 2.87046973e-02]
[ 5.63690556e-02 -2.25251458e-02 8.84325243e-02 9.12900032e-02
6.12101346e-02 -1.80633497e-02 2.36058104e-01 1.20883919e-01
-2.91552516e-02 -6.22671674e-02]
[ 6.93595625e-03 -1.52965955e-01 -2.91412646e-01 -5.16794097e-02
2.06930974e-01 -9.09267898e-02 1.68265409e-01 1.63882362e-01
1.06570146e-01 -3.05647613e-02]
[ 4.99653087e-02 -7.36786869e-03 -1.17240856e-01 4.27866695e-02
-8.37562189e-02 3.22991127e-01 2.59312479e-01 2.05073621e-01
-1.62510731e-01 -6.14370725e-02]
[ -2.56440367e-03 -3.22527541e-02 1.19296798e-01 9.66350991e-02
2.06236263e-02 1.08516452e-01 -1.24106033e-01 -4.20174384e-02
2.05008334e-01 6.82945754e-02]
[ 1.08638134e-01 7.51899853e-02 -4.73886786e-02 -1.01960452e-01
-9.76630822e-02 -3.29596707e-01 1.11706472e-01 8.60853956e-03
1.40995110e-01 8.88914093e-02]
[ -9.96362824e-02 2.94478721e-03 -1.56757157e-02 2.17834445e-02
1.30790965e-02 -2.03165287e-01 -8.72907765e-02 -1.98614784e-02
1.43929655e-02 1.27427601e-01]
[ -1.40685160e-01 -6.25587207e-02 -1.95483181e-01 1.87544539e-03
-2.77863007e-01 -6.39925176e-03 -1.69344794e-02 -2.32838026e-02
7.45376583e-03 6.79077096e-02]
[ -2.91469822e-02 -7.22629614e-02 -7.42722468e-02 -1.26364265e-01
5.28255585e-01 2.75822272e-01 5.44877517e-01 1.13185943e-01
-1.80969328e-01 -3.73628333e-01]
[ -1.74630460e-02 -3.67709693e-01 -3.04414547e-02 -7.56992468e-02
6.66795457e-01 1.01865081e-01 5.07686444e-01 9.13216852e-02
2.69810555e-02 -3.83811868e-01]
[ 1.28358343e-02 -4.18180013e-01 -4.23744472e-02 -1.05785054e-01
6.74037473e-01 2.32483657e-02 4.70542751e-01 4.88816678e-02
-3.61881323e-01 -2.15756821e-01]
[ -1.61199154e-01 -5.56674089e-01 -5.74522868e-03 -1.92754485e-01
7.36912257e-01 -9.36558199e-02 5.85510545e-01 -8.18912268e-02
-5.96525702e-02 9.16841858e-02]
[ -2.82803261e-01 -3.62183420e-01 5.91828333e-02 -3.78043224e-02
8.95259949e-01 1.39454070e-01 3.82935449e-01 4.84063416e-02
-8.15428493e-02 -1.26382753e-01]
[ -1.96004807e-01 -2.66765624e-01 2.53852087e-01 -2.35385634e-01
6.39154610e-01 -4.65777708e-02 6.52245390e-01 1.37604359e-02
-2.50344600e-01 -2.13377320e-02]
[ -1.23804794e-01 -2.01793175e-01 -1.78283625e-01 -9.48807710e-02
4.69377996e-01 -2.32041421e-01 1.57892175e-01 1.69592221e-01
-4.44048670e-03 -1.12595843e-01]
[ 1.14608362e-01 2.44617084e-01 1.65409261e-01 -8.65662828e-02
-9.24750312e-02 4.84274226e-02 -1.52781382e-01 2.83637034e-01
7.82321078e-02 1.79432396e-01]
[ 3.50448554e-01 3.14983797e-01 -8.29698049e-02 3.16389893e-01
-8.93519540e-01 -2.88073150e-01 -4.75775926e-01 1.77819103e-01
3.81831681e-01 -3.45088760e-02]
[ 4.83324781e-02 1.44839323e-01 2.53446249e-01 2.52764642e-01
-6.45485434e-02 -1.96380098e-01 -1.83091501e-01 -1.32828485e-01
-1.38287725e-01 -2.86037328e-01]
[ 2.65388556e-02 -4.91256437e-02 -1.16918881e-01 -5.00549625e-02
2.35044637e-01 3.99578602e-02 -1.44342859e-02 -1.84147794e-01
3.74548537e-02 2.12450775e-01]
[ 1.44864002e-03 -5.24812949e-02 -6.63218812e-02 -4.92905918e-02
-2.16951397e-02 -1.76705050e-01 8.69523627e-02 1.02449170e-02
3.84732007e-02 8.29752088e-03]
[ 2.81407046e-02 6.59435285e-02 2.44129701e-01 7.32088002e-02
-2.23149115e-01 -1.34110186e-01 1.16743558e-01 3.96348819e-02
-1.86437383e-01 1.07381487e-01]
[ 7.15457462e-02 2.84020982e-02 1.07903302e-01 8.05410600e-03
-2.39197797e-01 6.91533363e-02 6.90922925e-02 -2.70674137e-01
-1.68426550e-02 -8.79934841e-02]
[ -1.43370702e-02 7.88030489e-02 8.33534275e-02 -3.33961766e-02
-2.45110197e-02 1.82531889e-01 1.09838506e-01 1.18325006e-01
-2.40856360e-02 1.70219850e-01]
[ 2.15445955e-01 5.04905982e-02 2.63948912e-02 7.45032258e-02
7.05670258e-02 -2.04573899e-02 -1.45381345e-01 1.48040017e-01
-5.96606602e-02 -2.61123511e-02]
[ 3.85284431e-02 -2.58382438e-02 1.52541011e-02 3.58774368e-02
-3.89314875e-01 -1.21365020e-01 -1.93873825e-01 4.09708805e-02
1.16193314e-01 1.89808475e-01]
[ 4.31661895e-02 5.30571129e-01 1.21102169e-01 4.10981613e-01
-1.08247761e+00 -3.05282232e-01 -6.24519153e-01 -7.26782543e-02
2.85784390e-01 3.32543662e-01]
[ 1.75923353e-01 5.05351584e-01 6.29515024e-02 4.14836131e-01
-8.40887559e-01 -8.24280594e-02 -4.45741356e-01 1.50637935e-01
2.02307434e-01 4.83537708e-01]
[ 2.56830637e-01 2.95291680e-01 2.45512536e-01 1.42986146e-01
-3.99554719e-01 8.15328519e-02 -2.05432098e-01 1.62540805e-01
2.36512062e-01 7.46357383e-02]
[ -7.51324974e-02 2.12836149e-01 2.40990523e-01 1.38389215e-02
-2.77898658e-02 1.31677982e-01 -9.21664420e-02 -1.52266661e-02
-3.51255371e-02 4.81467623e-02]
[ -9.65383422e-02 -4.61718066e-03 2.56854028e-02 9.52826473e-02
-5.54708967e-02 1.15521839e-01 2.54520404e-01 2.04050113e-02
-2.73294001e-01 -9.14568934e-02]
[ -2.18874909e-01 -2.01619407e-02 -9.26614326e-02 -3.42832080e-01
1.77988901e-01 1.19405110e-01 1.00239983e-01 1.03612529e-01
-2.06504612e-01 3.34148124e-02]
[ 1.13487972e-02 -3.72428282e-01 -1.26845776e-01 -1.60907260e-01
3.69864419e-01 2.59408449e-02 1.72230034e-01 1.52619660e-01
-1.64504163e-01 -2.20002372e-01]
[ 1.44200549e-01 -1.73429305e-01 -1.40563402e-01 3.74585921e-03
8.96311795e-02 -6.03159993e-02 7.49903367e-03 -1.49170247e-01
1.36596498e-01 -1.11395803e-01]
[ -1.20052102e-01 1.14051611e-01 2.59686542e-01 -1.96987823e-02
1.78563248e-01 8.59914255e-02 1.13635803e-02 -2.98423209e-01
-1.19487856e-01 -6.26815206e-02]
[ -3.52040574e-01 6.13151774e-02 1.10727452e-02 -3.39023160e-02
1.64050215e-01 -1.70025636e-01 -1.36198429e-02 2.34428816e-01
-9.40401828e-02 7.11392887e-02]
[ 1.45791560e-01 6.82228918e-02 -2.37853188e-01 -9.27268591e-02
1.31727249e-01 -2.93379627e-01 3.63110487e-02 -1.68296390e-01
-4.10877632e-03 -1.92849944e-01]
[ 2.09397260e-01 -1.61604307e-01 6.19692841e-02 -2.63700410e-02
9.24669613e-02 -3.20755485e-02 1.44184281e-02 -1.37029022e-01
1.09876848e-01 -1.83260123e-01]
[ -1.05018175e-01 -5.00473007e-02 1.21069976e-01 1.08638919e-01
4.54749529e-02 -1.12575509e-01 2.46345283e-01 -7.75646934e-02
1.84240315e-01 -4.13140705e-03]
[ 2.41514133e-03 -1.73582980e-01 2.04755185e-01 -2.39472819e-01
3.81455423e-02 1.13243689e-01 5.36525731e-02 -1.15423220e-01
2.48933455e-02 2.27160596e-01]]
[[ 0.60723661]
[ 1.50977364]
[ 0.28011195]
[ 0.86501527]
[-2.6310663 ]
[-0.27239705]
[-1.55089409]
[ 0.05649483]
[ 0.67562537]
[ 0.88946517]]
Progress: 25.9% ... Training loss: 0.291 ... Validation loss: 0.460[[ 1.64546793e-01 2.11699351e-01 -1.07238139e-01 1.11986480e-01
-5.20576663e-01 -7.25039732e-02 -6.28138765e-02 1.23249060e-01
-6.23962539e-02 1.91052921e-01]
[ 1.27154593e-02 1.58986388e-01 -2.04001513e-02 4.01408685e-02
1.02411847e-01 -5.15198789e-03 3.08830950e-01 4.11778206e-02
1.38107839e-01 -3.08057796e-02]
[ 1.77753360e-01 5.14508518e-01 1.44020537e-02 1.35363562e-02
2.70547991e-01 -3.37198801e-02 -5.93992753e-01 -3.79594595e-02
6.72570469e-02 2.87781860e-01]
[ -7.01100678e-03 -2.93492344e-01 -2.29190240e-01 6.04076742e-02
-3.12643925e-02 1.56511559e-01 1.24598064e-01 5.72814236e-02
3.82756495e-02 1.56708616e-01]
[ -8.61143394e-03 1.42247315e-01 -1.45505995e-01 4.49198403e-02
6.46615085e-02 -1.80372716e-01 5.24694994e-02 -1.19013764e-01
-1.83627533e-01 -5.20580362e-03]
[ -3.61944233e-01 -4.52291963e-01 -2.89614269e-01 1.61149375e-01
1.28504975e-01 4.18324939e-02 1.44627057e-01 -3.60303526e-02
-6.47703579e-03 1.43977419e-02]
[ -1.47511511e-03 -1.82220657e-01 1.07026766e-02 9.39585620e-02
-1.58275807e-02 -7.21232807e-02 1.70428876e-01 -1.89964538e-01
1.91552259e-01 3.31674305e-02]
[ 1.16099792e-01 -2.28332404e-01 3.52784725e-02 -6.39933340e-02
1.02169624e-01 -4.83063673e-02 6.07135588e-02 1.21159245e-01
8.16194130e-02 -1.92153645e-02]
[ -1.75193995e-01 -1.11220821e-01 -3.06281978e-01 -2.71529429e-02
1.37370614e-02 7.12492479e-02 -1.79228061e-01 -2.88230614e-02
2.55418419e-01 -1.33515674e-01]
[ 7.25951190e-02 -3.05469797e-01 9.63365217e-02 4.95670467e-02
5.61041348e-02 -1.20239270e-01 9.12922997e-02 -1.00450227e-01
3.18937272e-02 1.34641562e-01]
[ -8.36587015e-02 2.27920048e-02 -1.83368391e-03 -1.55867884e-01
4.58883241e-02 2.25432789e-02 1.33649691e-01 -1.02866270e-01
-2.21217671e-02 -1.31530690e-01]
[ -1.18156625e-01 -9.59999330e-02 -7.19676404e-02 -1.34246915e-02
3.94324736e-01 1.03437345e-01 5.97464002e-02 -1.64309766e-02
-1.74873547e-01 -2.17047679e-01]
[ -1.56450021e-01 5.22730026e-03 6.21736137e-02 2.24536097e-02
-1.73961743e-01 -2.19982265e-01 -1.79225683e-01 -1.96963308e-01
8.76352615e-02 1.74907295e-01]
[ -2.37987467e-01 -2.31122743e-01 1.12061564e-01 2.56381141e-01
-9.18859561e-02 -7.80819918e-02 -3.59175084e-02 -2.56443407e-01
-2.26873551e-01 -2.43899063e-02]
[ 1.12612297e-01 -1.03726452e-01 -1.88233958e-02 1.22583425e-01
-1.72696113e-02 -8.77558082e-02 1.62658846e-01 3.83213090e-03
3.20738442e-02 1.75139087e-02]
[ 3.99984806e-02 -5.49696992e-02 -2.10091257e-01 1.52496580e-01
-4.82062664e-02 8.48049482e-02 -7.61790790e-02 -1.96617661e-02
-8.92402178e-02 -8.67008386e-04]
[ -1.24723033e-01 -7.10283268e-02 -2.04726707e-01 1.50746685e-01
1.04851385e-02 1.35901134e-01 1.67951587e-02 -2.50459682e-01
6.50757035e-02 -2.05408700e-01]
[ -7.16117270e-02 -4.01200625e-02 2.75175806e-01 9.52634994e-02
1.30988015e-01 -6.02109135e-02 -1.20964496e-01 1.20507694e-01
6.90957936e-02 2.90702015e-02]
[ 5.61551142e-02 -2.28404914e-02 8.83344368e-02 9.09696010e-02
6.20925366e-02 -1.79668766e-02 2.36458243e-01 1.20863363e-01
-2.93939304e-02 -6.25884469e-02]
[ 7.60104339e-03 -1.51394587e-01 -2.91137442e-01 -5.07724765e-02
2.04154174e-01 -9.12055183e-02 1.66511525e-01 1.63942025e-01
1.07289650e-01 -2.97133377e-02]
[ 5.01069778e-02 -6.87222122e-03 -1.17131360e-01 4.30731842e-02
-8.46895160e-02 3.22885145e-01 2.58829277e-01 2.05095941e-01
-1.62270190e-01 -6.11263183e-02]
[ -3.02376337e-03 -3.32978523e-02 1.19081503e-01 9.59604407e-02
2.27053798e-02 1.08721462e-01 -1.22999210e-01 -4.20595216e-02
2.04517025e-01 6.76733030e-02]
[ 1.09034629e-01 7.62941680e-02 -4.71663135e-02 -1.01296276e-01
-9.91310029e-02 -3.29817758e-01 1.10671765e-01 8.65183504e-03
1.41386146e-01 8.95514675e-02]
[ -9.96837048e-02 2.42783880e-03 -1.56894653e-02 2.17484531e-02
1.29833456e-02 -2.03169312e-01 -8.72042042e-02 -1.98624347e-02
1.43548159e-02 1.27382770e-01]
[ -1.41045716e-01 -6.36049849e-02 -1.95696903e-01 1.38270289e-03
-2.76462426e-01 -6.24056964e-03 -1.60320569e-02 -2.33194483e-02
7.02153141e-03 6.73653096e-02]
[ -2.87442834e-02 -7.12970956e-02 -7.40621564e-02 -1.25694675e-01
5.26409858e-01 2.75611157e-01 5.44095046e-01 1.13228149e-01
-1.80462453e-01 -3.73024168e-01]
[ -1.71443882e-02 -3.67440314e-01 -3.02949944e-02 -7.52151487e-02
6.65371848e-01 1.01712255e-01 5.07137206e-01 9.13537157e-02
2.73215524e-02 -3.83350540e-01]
[ 1.28301335e-02 -4.18192740e-01 -4.23771823e-02 -1.05793578e-01
6.74058325e-01 2.32510695e-02 4.70556507e-01 4.88811106e-02
-3.61887886e-01 -2.15765572e-01]
[ -1.61271143e-01 -5.56848773e-01 -5.77764651e-03 -1.92849354e-01
7.37328242e-01 -9.36278292e-02 5.85657571e-01 -8.18970408e-02
-5.97267619e-02 9.15960580e-02]
[ -2.82796312e-01 -3.62534264e-01 5.91937056e-02 -3.77575435e-02
8.95183172e-01 1.39460335e-01 3.83016911e-01 4.84099338e-02
-8.15049516e-02 -1.26325780e-01]
[ -1.96119775e-01 -2.66967384e-01 2.53804959e-01 -2.35542427e-01
6.39628436e-01 -4.65270207e-02 6.52519674e-01 1.37504351e-02
-2.50458111e-01 -2.14834569e-02]
[ -1.24163165e-01 -2.02412855e-01 -1.78441117e-01 -9.54005816e-02
4.70981568e-01 -2.31879872e-01 1.58697927e-01 1.69557880e-01
-4.82889204e-03 -1.13130960e-01]
[ 1.14585674e-01 2.44720322e-01 1.65397258e-01 -8.66216934e-02
-9.23195550e-02 4.84486482e-02 -1.52785370e-01 2.83632761e-01
7.81896099e-02 1.79367831e-01]
[ 3.51102678e-01 3.16527701e-01 -8.26588147e-02 3.17419361e-01
-8.95953775e-01 -2.88406422e-01 -4.77470730e-01 1.77887466e-01
3.82514212e-01 -3.34625447e-02]
[ 4.83585842e-02 1.44922040e-01 2.53459986e-01 2.52805731e-01
-6.46897179e-02 -1.96400016e-01 -1.83169791e-01 -1.32824904e-01
-1.38253315e-01 -2.85990742e-01]
[ 2.63042668e-02 -4.97006906e-02 -1.17023474e-01 -5.03894101e-02
2.35975463e-01 4.00616237e-02 -1.38506287e-02 -1.84168949e-01
3.72093757e-02 2.12118443e-01]
[ 1.38058271e-03 -5.25739878e-02 -6.63488363e-02 -4.94009556e-02
-2.14266948e-02 -1.76674767e-01 8.70576512e-02 1.02391915e-02
3.84147154e-02 8.20673446e-03]
[ 2.78777694e-02 6.54344390e-02 2.44009219e-01 7.28392665e-02
-2.22070234e-01 -1.33988518e-01 1.17315003e-01 3.96110035e-02
-1.86726831e-01 1.06996454e-01]
[ 7.11987030e-02 2.75101685e-02 1.07735631e-01 7.53343689e-03
-2.37739479e-01 6.93087566e-02 6.99554595e-02 -2.70707530e-01
-1.72440615e-02 -8.85065916e-02]
[ -1.46045170e-02 7.81456887e-02 8.32192470e-02 -3.38106687e-02
-2.32424112e-02 1.82653320e-01 1.10540643e-01 1.18299443e-01
-2.44069370e-02 1.69804083e-01]
[ 2.15495329e-01 5.05483446e-02 2.63585985e-02 7.45141999e-02
7.03759019e-02 -2.04639160e-02 -1.45427157e-01 1.48040141e-01
-5.96521968e-02 -2.61288732e-02]
[ 3.87855297e-02 -2.51602425e-02 1.53944459e-02 3.62971314e-02
-3.90767178e-01 -1.21480692e-01 -1.94500139e-01 4.09987271e-02
1.16533720e-01 1.90140067e-01]
[ 4.22682962e-02 5.28351073e-01 1.20668422e-01 4.09668811e-01
-1.07930498e+00 -3.04876332e-01 -6.22244894e-01 -7.27651872e-02
2.84750976e-01 3.31157277e-01]
[ 1.74895702e-01 5.03077104e-01 6.24645273e-02 4.13468048e-01
-8.37252933e-01 -8.19476395e-02 -4.43311485e-01 1.50539716e-01
2.01103042e-01 4.81963522e-01]
[ 2.57537718e-01 2.97163489e-01 2.45854008e-01 1.44092865e-01
-4.02605095e-01 8.11861038e-02 -2.07299477e-01 1.62611635e-01
2.37307341e-01 7.57576451e-02]
[ -7.48569435e-02 2.13472018e-01 2.41128850e-01 1.42750949e-02
-2.91353175e-02 1.31540123e-01 -9.28820097e-02 -1.51988907e-02
-3.47881457e-02 4.85948999e-02]
[ -9.67875844e-02 -5.21710247e-03 2.55983305e-02 9.49744261e-02
-5.44728051e-02 1.15623502e-01 2.55055027e-01 2.03854162e-02
-2.73551311e-01 -9.17870195e-02]
[ -2.18623460e-01 -1.95754882e-02 -9.25366990e-02 -3.42426695e-01
1.76907914e-01 1.19280029e-01 9.95480305e-02 1.03639208e-01
-2.06191591e-01 3.38674814e-02]
[ 1.17056895e-02 -3.71586034e-01 -1.26684031e-01 -1.60407457e-01
3.68485430e-01 2.57809336e-02 1.71303862e-01 1.52653504e-01
-1.64106367e-01 -2.19469120e-01]
[ 1.43162658e-01 -1.76098332e-01 -1.41047561e-01 2.24788299e-03
9.43046054e-02 -5.98357531e-02 1.01042919e-02 -1.49268489e-01
1.35379009e-01 -1.12952804e-01]
[ -1.20080306e-01 1.13894771e-01 2.59679525e-01 -1.96886790e-02
1.78524773e-01 8.59955636e-02 1.15352002e-02 -2.98421997e-01
-1.19550039e-01 -6.27317959e-02]
[ -3.51963624e-01 6.12071194e-02 1.11338851e-02 -3.36568131e-02
1.63470446e-01 -1.70113208e-01 -1.38580289e-02 2.34444003e-01
-9.38740912e-02 7.13919642e-02]
[ 1.46415507e-01 6.95079244e-02 -2.37577347e-01 -9.18059878e-02
1.29003679e-01 -2.93652669e-01 3.47579745e-02 -1.68234974e-01
-3.41615799e-03 -1.91919753e-01]
[ 2.09518914e-01 -1.60578436e-01 6.20648063e-02 -2.60106966e-02
9.16596026e-02 -3.21941774e-02 1.38305191e-02 -1.37007133e-01
1.10003221e-01 -1.82971623e-01]
[ -1.05825196e-01 -5.20346299e-02 1.20690802e-01 1.07540034e-01
4.82022572e-02 -1.12202027e-01 2.48537173e-01 -7.76448665e-02
1.83306175e-01 -5.41750657e-03]
[ 2.84310338e-03 -1.72515672e-01 2.04942059e-01 -2.38836028e-01
3.59533767e-02 1.13047169e-01 5.24677123e-02 -1.15377087e-01
2.54802354e-02 2.27799019e-01]]
[[ 0.60784102]
[ 1.50958552]
[ 0.2778103 ]
[ 0.8614426 ]
[-2.62966756]
[-0.27251609]
[-1.55361597]
[ 0.05686906]
[ 0.67468135]
[ 0.88785154]]
Progress: 25.9% ... Training loss: 0.292 ... Validation loss: 0.460[[ 1.64288352e-01 2.12399420e-01 -1.07229819e-01 1.11867459e-01
-5.19768432e-01 -7.24982132e-02 -6.29480100e-02 1.23239197e-01
-6.27197226e-02 1.91199457e-01]
[ 1.23947875e-02 1.58090560e-01 -2.05458345e-02 3.97247401e-02
1.03795165e-01 -5.02016977e-03 3.09857927e-01 4.11481154e-02
1.37840555e-01 -3.12780977e-02]
[ 1.77069076e-01 5.14566635e-01 1.41047930e-02 1.23858292e-02
2.75880529e-01 -3.35376044e-02 -5.94573064e-01 -3.80235952e-02
6.65029099e-02 2.87457752e-01]
[ -7.82345573e-03 -2.95318321e-01 -2.29514695e-01 5.93717987e-02
-2.67795085e-02 1.56900231e-01 1.26206900e-01 5.72060338e-02
3.76451505e-02 1.56020894e-01]
[ -8.24086478e-03 1.42145077e-01 -1.45302451e-01 4.54240800e-02
6.19812096e-02 -1.80623570e-01 5.21367980e-02 -1.18992327e-01
-1.83251660e-01 -4.84674524e-03]
[ -3.61446293e-01 -4.51737893e-01 -2.89416835e-01 1.61997430e-01
1.25471537e-01 4.16120176e-02 1.44221225e-01 -3.59801082e-02
-5.93939065e-03 1.49467813e-02]
[ -2.28667866e-03 -1.84403103e-01 1.04236547e-02 9.28355134e-02
-1.25338878e-02 -7.18059728e-02 1.72916945e-01 -1.90040467e-01
1.90666170e-01 3.21207952e-02]
[ 1.15347750e-01 -2.29855669e-01 3.50079626e-02 -6.48812286e-02
1.05098682e-01 -4.80600531e-02 6.20881044e-02 1.21096023e-01
8.09755830e-02 -1.99708109e-02]
[ -1.74382869e-01 -1.08966652e-01 -3.05892087e-01 -2.58904986e-02
1.05119578e-02 7.08695716e-02 -1.81045301e-01 -2.87414490e-02
2.56315511e-01 -1.32224597e-01]
[ 7.23607162e-02 -3.06060207e-01 9.63317395e-02 4.94622311e-02
5.66309831e-02 -1.20237376e-01 9.24202400e-02 -1.00465703e-01
3.18019384e-02 1.34600457e-01]
[ -8.38985333e-02 2.21653494e-02 -1.89213266e-03 -1.56008474e-01
4.62599008e-02 2.26110156e-02 1.34483608e-01 -1.02881809e-01
-2.23953423e-02 -1.31770164e-01]
[ -1.17936930e-01 -9.56803402e-02 -7.18666160e-02 -1.30797305e-02
3.93390521e-01 1.03331183e-01 5.94240865e-02 -1.64072566e-02
-1.74603365e-01 -2.16729065e-01]
[ -1.56450021e-01 5.22730026e-03 6.21736137e-02 2.24536097e-02
-1.73961743e-01 -2.19982265e-01 -1.79225683e-01 -1.96963308e-01
8.76352615e-02 1.74907295e-01]
[ -2.38509762e-01 -2.32149769e-01 1.11820959e-01 2.55691558e-01
-9.03562626e-02 -7.78385584e-02 -3.44489278e-02 -2.56492631e-01
-2.27507522e-01 -2.52449030e-02]
[ 1.13202128e-01 -1.02828217e-01 -1.85619264e-02 1.23437975e-01
-1.98009636e-02 -8.80138666e-02 1.61808489e-01 3.88866207e-03
3.27478503e-02 1.83556904e-02]
[ 4.03489577e-02 -5.48729517e-02 -2.09882436e-01 1.53071395e-01
-5.03728703e-02 8.46277516e-02 -7.65271901e-02 -1.96232807e-02
-8.88294845e-02 -5.74190285e-04]
[ -1.24048734e-01 -6.95322064e-02 -2.04418655e-01 1.51719875e-01
7.77503120e-03 1.35591605e-01 1.51335859e-02 -2.50401837e-01
6.58489770e-02 -2.04429620e-01]
[ -7.24229229e-02 -4.17281956e-02 2.74822945e-01 9.41294460e-02
1.34732835e-01 -5.98689033e-02 -1.18945707e-01 1.20433335e-01
6.82008138e-02 2.81890395e-02]
[ 5.54655519e-02 -2.43368481e-02 8.80367740e-02 8.99833949e-02
6.50906068e-02 -1.76878575e-02 2.37964775e-01 1.20797095e-01
-3.01820878e-02 -6.35929656e-02]
[ 6.47395284e-03 -1.54175738e-01 -2.91685667e-01 -5.24803068e-02
2.09241590e-01 -9.06835575e-02 1.69184326e-01 1.63828883e-01
1.06005403e-01 -3.13121649e-02]
[ 5.08816450e-02 -4.85080398e-03 -1.16700224e-01 4.44118682e-02
-8.86672952e-02 3.22466577e-01 2.56672448e-01 2.05182399e-01
-1.61207996e-01 -5.97975782e-02]
[ -3.05481424e-03 -3.32167288e-02 1.19112810e-01 9.59788278e-02
2.25507495e-02 1.08706901e-01 -1.22767155e-01 -4.20572712e-02
2.04503000e-01 6.77430569e-02]
[ 1.09368727e-01 7.72543151e-02 -4.70156655e-02 -1.00735793e-01
-1.00278991e-01 -3.29981770e-01 1.09833371e-01 8.68710307e-03
1.41758629e-01 9.01363412e-02]
[ -9.94229233e-02 3.04743971e-03 -1.55706913e-02 2.21355655e-02
1.20217136e-02 -2.03281809e-01 -8.77628520e-02 -1.98368359e-02
1.46607410e-02 1.27775148e-01]
[ -1.41103213e-01 -6.37631812e-02 -1.95729962e-01 1.29271119e-03
-2.76208124e-01 -6.20910181e-03 -1.58773576e-02 -2.33261870e-02
6.94311438e-03 6.72534223e-02]
[ -2.86671564e-02 -7.13716374e-02 -7.40194785e-02 -1.25557596e-01
5.26018500e-01 2.75573414e-01 5.44090818e-01 1.13236980e-01
-1.80353693e-01 -3.72905978e-01]
[ -1.67196746e-02 -3.66753467e-01 -3.01080789e-02 -7.46052162e-02
6.63739161e-01 1.01519867e-01 5.06389527e-01 9.13938446e-02
2.78053694e-02 -3.82757015e-01]
[ 1.25936380e-02 -4.18794469e-01 -4.24718962e-02 -1.06119806e-01
6.75079219e-01 2.33508908e-02 4.71150223e-01 4.88600955e-02
-3.62138835e-01 -2.16091128e-01]
[ -1.61137357e-01 -5.56840307e-01 -5.71530508e-03 -1.92635002e-01
7.36876013e-01 -9.36951789e-02 5.85553873e-01 -8.18844863e-02
-5.95606404e-02 9.17786241e-02]
[ -2.82746465e-01 -3.62524999e-01 5.92198696e-02 -3.76406829e-02
8.95057562e-01 1.39421567e-01 3.83018447e-01 4.84170377e-02
-8.14188085e-02 -1.26195717e-01]
[ -1.96227596e-01 -2.67245019e-01 2.53784885e-01 -2.35618311e-01
6.39873093e-01 -4.65036858e-02 6.52930047e-01 1.37436912e-02
-2.50537504e-01 -2.15902143e-02]
[ -1.24225721e-01 -2.02459934e-01 -1.78483379e-01 -9.55110938e-02
4.71327202e-01 -2.31838814e-01 1.58862612e-01 1.69549765e-01
-4.91668157e-03 -1.13271505e-01]
[ 1.14786917e-01 2.45627489e-01 1.65541596e-01 -8.61861808e-02
-9.36923538e-02 4.83146464e-02 -1.53573317e-01 2.83657128e-01
7.85538542e-02 1.79923946e-01]
[ 3.50908588e-01 3.16360415e-01 -8.26691495e-02 3.17344898e-01
-8.95309860e-01 -2.88359827e-01 -4.77002627e-01 1.77878586e-01
3.82381250e-01 -3.35535962e-02]
[ 4.78609895e-02 1.43715963e-01 2.53227642e-01 2.52034167e-01
-6.23960688e-02 -1.96163697e-01 -1.81845355e-01 -1.32874300e-01
-1.38856568e-01 -2.86785496e-01]
[ 2.60231081e-02 -5.05722068e-02 -1.17145408e-01 -5.07752451e-02
2.37051911e-01 4.01805878e-02 -1.30826333e-02 -1.84193623e-01
3.69315462e-02 2.11763127e-01]
[ 1.97367889e-03 -5.13556603e-02 -6.61028450e-02 -4.85591525e-02
-2.39598940e-02 -1.76941656e-01 8.55886712e-02 1.02940231e-02
3.90793712e-02 9.02049431e-03]
[ 2.74171065e-02 6.43869046e-02 2.43803223e-01 7.21920092e-02
-2.20294535e-01 -1.33781563e-01 1.18432750e-01 3.95678609e-02
-1.87239883e-01 1.06334306e-01]
[ 7.14189128e-02 2.81195724e-02 1.07831347e-01 7.83678307e-03
-2.38780439e-01 6.92139620e-02 6.93114457e-02 -2.70686488e-01
-1.69985078e-02 -8.82079447e-02]
[ -1.45034987e-02 7.86271027e-02 8.32686167e-02 -3.36737060e-02
-2.37325474e-02 1.82596450e-01 1.10220652e-01 1.18307546e-01
-2.43447881e-02 1.70057672e-01]
[ 2.16413823e-01 5.29086788e-02 2.67942473e-02 7.58636395e-02
6.64691709e-02 -2.08819169e-02 -1.47716193e-01 1.48125304e-01
-5.85921605e-02 -2.47672299e-02]
[ 3.86441069e-02 -2.53084633e-02 1.53195838e-02 3.60793885e-02
-3.90095071e-01 -1.21422698e-01 -1.94147261e-01 4.09839450e-02
1.16336164e-01 1.89929863e-01]
[ 4.11397088e-02 5.25572092e-01 1.20116067e-01 4.08022781e-01
-1.07482237e+00 -3.04360004e-01 -6.19408949e-01 -7.28775258e-02
2.83392568e-01 3.29461096e-01]
[ 1.75781182e-01 5.04844296e-01 6.29054431e-02 4.14724462e-01
-8.41024981e-01 -8.23690110e-02 -4.45237639e-01 1.50631389e-01
2.02125756e-01 4.83124949e-01]
[ 2.57314588e-01 2.96702750e-01 2.45742265e-01 1.43785112e-01
-4.01691929e-01 8.12934668e-02 -2.06806774e-01 1.62588059e-01
2.37034585e-01 7.54211443e-02]
[ -7.48927987e-02 2.13390824e-01 2.41117727e-01 1.42302465e-02
-2.90889994e-02 1.31558949e-01 -9.27876825e-02 -1.52006136e-02
-3.48279501e-02 4.85699876e-02]
[ -9.68317263e-02 -5.30597097e-03 2.55786757e-02 9.49167258e-02
-5.41634750e-02 1.15645776e-01 2.55182610e-01 2.03811825e-02
-2.73605534e-01 -9.18430351e-02]
[ -2.18817642e-01 -2.01087520e-02 -9.26235963e-02 -3.42698474e-01
1.77704641e-01 1.19364192e-01 1.00078300e-01 1.03621162e-01
-2.06406611e-01 3.36075844e-02]
[ 1.14538332e-02 -3.72147257e-01 -1.26792023e-01 -1.60772006e-01
3.69546240e-01 2.58925837e-02 1.71952833e-01 1.52629077e-01
-1.64382750e-01 -2.19840772e-01]
[ 1.42457836e-01 -1.78391388e-01 -1.41303216e-01 1.40300531e-03
9.61378684e-02 -5.95622705e-02 1.27187576e-02 -1.49337037e-01
1.34653720e-01 -1.14008022e-01]
[ -1.21762888e-01 1.09739803e-01 2.58912366e-01 -2.20438528e-02
1.85171613e-01 8.67546918e-02 1.61766429e-02 -2.98579151e-01
-1.21417787e-01 -6.52669509e-02]
[ -3.52120771e-01 6.07907866e-02 1.10716370e-02 -3.38625534e-02
1.64207241e-01 -1.70055309e-01 -1.34254049e-02 2.34431582e-01
-9.40535567e-02 7.12976858e-02]
[ 1.47226245e-01 7.16218611e-02 -2.37208163e-01 -9.05270105e-02
1.26365877e-01 -2.94052609e-01 3.27758695e-02 -1.68149487e-01
-2.57916064e-03 -1.90615179e-01]
[ 2.10026531e-01 -1.58853769e-01 6.23871344e-02 -2.50320772e-02
8.88579927e-02 -3.25064721e-02 1.21456372e-02 -1.36947966e-01
1.10758665e-01 -1.81991318e-01]
[ -1.05657623e-01 -5.17802048e-02 1.20771150e-01 1.07701972e-01
4.78640656e-02 -1.12279996e-01 2.48164091e-01 -7.76272167e-02
1.83450862e-01 -5.27697196e-03]
[ 3.64718577e-03 -1.70641816e-01 2.05293055e-01 -2.37750215e-01
3.24782910e-02 1.12710333e-01 5.04587923e-02 -1.15308562e-01
2.64204279e-02 2.29096291e-01]]
[[ 0.60811234]
[ 1.50913644]
[ 0.27556124]
[ 0.86052671]
[-2.62944043]
[-0.27169191]
[-1.55319744]
[ 0.05740485]
[ 0.67452994]
[ 0.88707551]]
Progress: 25.9% ... Training loss: 0.291 ... Validation loss: 0.460[[ 1.62640925e-01 2.08846196e-01 -1.08033792e-01 1.09586995e-01
-5.13974956e-01 -7.17996034e-02 -5.88766878e-02 1.23067195e-01
-6.46274295e-02 1.88378727e-01]
[ 1.24030945e-02 1.58110517e-01 -2.05421023e-02 3.97363059e-02
1.03760412e-01 -5.02391195e-03 3.09836806e-01 4.11489212e-02
1.37849414e-01 -3.12661624e-02]
[ 1.73100624e-01 5.06328903e-01 1.21947435e-02 6.15364263e-03
2.92569887e-01 -3.17990095e-02 -5.87393499e-01 -3.84212407e-02
6.21824292e-02 2.81997407e-01]
[ -1.94403211e-03 -2.82832738e-01 -2.26834909e-01 6.77749607e-02
-4.93291303e-02 1.54473311e-01 1.13563253e-01 5.77292571e-02
4.40087597e-02 1.64298322e-01]
[ -1.02561775e-02 1.37972660e-01 -1.46146310e-01 4.28571650e-02
6.78973136e-02 -1.79966198e-01 5.72653261e-02 -1.19116671e-01
-1.85310829e-01 -7.72854086e-03]
[ -3.62421121e-01 -4.54028756e-01 -2.89861817e-01 1.60732302e-01
1.28818097e-01 4.19936727e-02 1.46701803e-01 -3.60662800e-02
-6.99391779e-03 1.34820914e-02]
[ -5.52856621e-03 -1.92243358e-01 8.97294161e-03 8.81476924e-02
1.73353674e-04 -7.04332186e-02 1.81007865e-01 -1.90344252e-01
1.87004533e-01 2.73085043e-02]
[ 1.14781049e-01 -2.30899932e-01 3.46760908e-02 -6.58268487e-02
1.07593636e-01 -4.78108263e-02 6.25932723e-02 1.21031207e-01
8.04405615e-02 -2.07209754e-02]
[ -1.72823781e-01 -1.05169284e-01 -3.05214113e-01 -2.37001951e-02
4.59769218e-03 7.02028594e-02 -1.84961600e-01 -2.85977098e-02
2.57957880e-01 -1.30227352e-01]
[ 6.96019480e-02 -3.12233423e-01 9.49788939e-02 4.53080493e-02
6.74696445e-02 -1.19071894e-01 9.83908727e-02 -1.00735682e-01
2.86943165e-02 1.30381175e-01]
[ -8.47490653e-02 1.99557856e-02 -2.25936805e-03 -1.57200910e-01
5.00664558e-02 2.29679983e-02 1.36484020e-01 -1.02958287e-01
-2.33135806e-02 -1.33038150e-01]
[ -1.17551958e-01 -9.46755734e-02 -7.16961278e-02 -1.24413788e-02
3.91379795e-01 1.03145643e-01 5.86134081e-02 -1.63718339e-02
-1.74186322e-01 -2.16271697e-01]
[ -1.56450021e-01 5.22730026e-03 6.21736137e-02 2.24536097e-02
-1.73961743e-01 -2.19982265e-01 -1.79225683e-01 -1.96963308e-01
8.76352615e-02 1.74907295e-01]
[ -2.38688923e-01 -2.32333006e-01 1.11730328e-01 2.55409616e-01
-8.96291375e-02 -7.77511283e-02 -3.40490032e-02 -2.56511578e-01
-2.27742495e-01 -2.55491155e-02]
[ 1.12527109e-01 -1.04684610e-01 -1.88562541e-02 1.22611668e-01
-1.76973183e-02 -8.77677310e-02 1.63522445e-01 3.83082180e-03
3.20610781e-02 1.73423723e-02]
[ 4.02491856e-02 -5.52543766e-02 -2.09930580e-01 1.52961109e-01
-4.99990366e-02 8.46479509e-02 -7.60702799e-02 -1.96287866e-02
-8.89253828e-02 -6.92773700e-04]
[ -1.24632587e-01 -7.05991942e-02 -2.04647090e-01 1.50911686e-01
9.77317644e-03 1.35813010e-01 1.65093307e-02 -2.50444331e-01
6.52084217e-02 -2.05314487e-01]
[ -7.38015897e-02 -4.50441217e-02 2.74216124e-01 9.21408992e-02
1.40292968e-01 -5.92833115e-02 -1.15798051e-01 1.20302733e-01
6.66702450e-02 2.63134944e-02]
[ 5.43940118e-02 -2.70519402e-02 8.75334521e-02 8.84260260e-02
6.91778242e-02 -1.72068613e-02 2.40903622e-01 1.20690552e-01
-3.13886626e-02 -6.52668319e-02]
[ 5.18585652e-03 -1.57154666e-01 -2.92354987e-01 -5.45627799e-02
2.15300112e-01 -9.00766710e-02 1.71424105e-01 1.63690247e-01
1.04558983e-01 -3.31244887e-02]
[ 5.10227794e-02 -4.54997268e-03 -1.16623528e-01 4.46306228e-02
-8.94122373e-02 3.22394478e-01 2.56337780e-01 2.05192716e-01
-1.61034926e-01 -5.96516902e-02]
[ -2.75985785e-03 -3.23551989e-02 1.19226116e-01 9.64409273e-02
2.11675128e-02 1.08556982e-01 -1.23522698e-01 -4.20266505e-02
2.04870520e-01 6.81808412e-02]
[ 1.10733956e-01 8.05894061e-02 -4.64246545e-02 -9.88269163e-02
-1.05832440e-01 -3.30562263e-01 1.06442569e-01 8.81180806e-03
1.43195196e-01 9.18984693e-02]
[ -9.93112457e-02 3.32010073e-03 -1.55227688e-02 2.22874457e-02
1.15908632e-02 -2.03328946e-01 -8.80487985e-02 -1.98263556e-02
1.47781496e-02 1.27912397e-01]
[ -1.40964433e-01 -6.34133187e-02 -1.95667491e-01 1.49794664e-03
-2.76369776e-01 -6.27117365e-03 -1.62228502e-02 -2.33127744e-02
7.08149472e-03 6.74231890e-02]
[ -2.87504310e-02 -7.16229848e-02 -7.40608722e-02 -1.25659039e-01
5.26332562e-01 2.75602930e-01 5.44367827e-01 1.13230726e-01
-1.80449425e-01 -3.73009372e-01]
[ -1.65996016e-02 -3.66642475e-01 -3.00534947e-02 -7.44439578e-02
6.63248536e-01 1.01465835e-01 5.06188482e-01 9.14044004e-02
2.79426875e-02 -3.82584405e-01]
[ 1.19967864e-02 -4.20367905e-01 -4.27612481e-02 -1.07022235e-01
6.77511422e-01 2.36317842e-02 4.72782141e-01 4.88001949e-02
-3.62836766e-01 -2.17012167e-01]
[ -1.61114469e-01 -5.56787894e-01 -5.70433999e-03 -1.92604652e-01
7.36831899e-01 -9.37054432e-02 5.85508976e-01 -8.18823972e-02
-5.95380886e-02 9.18110340e-02]
[ -2.82967901e-01 -3.63050899e-01 5.91197512e-02 -3.79479880e-02
8.95871190e-01 1.39517240e-01 3.83579028e-01 4.83963462e-02
-8.16658852e-02 -1.26517756e-01]
[ -1.96313385e-01 -2.67554925e-01 2.53765822e-01 -2.35678293e-01
6.40110435e-01 -4.64822967e-02 6.53166209e-01 1.37395782e-02
-2.50626434e-01 -2.16635259e-02]
[ -1.24388336e-01 -2.02738309e-01 -1.78572238e-01 -9.57675406e-02
4.72104914e-01 -2.31756808e-01 1.59274317e-01 1.69532343e-01
-5.11785615e-03 -1.13554641e-01]
[ 1.14244798e-01 2.44332528e-01 1.65262880e-01 -8.70553141e-02
-9.13630831e-02 4.85833967e-02 -1.52288084e-01 2.83599655e-01
7.79167537e-02 1.79071034e-01]
[ 3.50470175e-01 3.15036582e-01 -8.28536674e-02 3.16812811e-01
-8.93757060e-01 -2.88160658e-01 -4.75644230e-01 1.77832893e-01
3.81883064e-01 -3.43165547e-02]
[ 4.76884071e-02 1.43279200e-01 2.53154962e-01 2.51775897e-01
-6.16555731e-02 -1.96087299e-01 -1.81420802e-01 -1.32891192e-01
-1.39058726e-01 -2.87046764e-01]
[ 2.58015207e-02 -5.11054624e-02 -1.17239413e-01 -5.10743868e-02
2.37694296e-01 4.02695101e-02 -1.26469819e-02 -1.84213957e-01
3.67100587e-02 2.11533587e-01]
[ 2.44685866e-03 -5.02559657e-02 -6.58878763e-02 -4.78802756e-02
-2.59263694e-02 -1.77160392e-01 8.44333715e-02 1.03423304e-02
3.95885499e-02 9.61492008e-03]
[ 2.76967840e-02 6.50943289e-02 2.43929613e-01 7.25716716e-02
-2.21471468e-01 -1.33887706e-01 1.17693366e-01 3.95920803e-02
-1.86921641e-01 1.06749214e-01]
[ 7.13726385e-02 2.81202110e-02 1.07798980e-01 7.81197072e-03
-2.38653506e-01 6.92099003e-02 6.93928914e-02 -2.70683909e-01
-1.70218629e-02 -8.82753859e-02]
[ -1.47494706e-02 7.82689507e-02 8.31707422e-02 -3.40129251e-02
-2.28427389e-02 1.82675275e-01 1.10743078e-01 1.18287518e-01
-2.46147589e-02 1.69747153e-01]
[ 2.16059856e-01 5.24017881e-02 2.66198856e-02 7.53037068e-02
6.77494551e-02 -2.07533642e-02 -1.46933406e-01 1.48099520e-01
-5.90320442e-02 -2.53488533e-02]
[ 3.87285847e-02 -2.51152795e-02 1.53631703e-02 3.61973585e-02
-3.90330332e-01 -1.21457860e-01 -1.94468372e-01 4.09915905e-02
1.16433150e-01 1.90067517e-01]
[ 3.99230238e-02 5.23014975e-01 1.19535572e-01 4.06236864e-01
-1.06975798e+00 -3.03854904e-01 -6.17398961e-01 -7.29983531e-02
2.82087554e-01 3.27824602e-01]
[ 1.76267364e-01 5.05940148e-01 6.31001791e-02 4.15363570e-01
-8.42909469e-01 -8.25857089e-02 -4.46281404e-01 1.50672546e-01
2.02634249e-01 4.83665558e-01]
[ 2.57375349e-01 2.96739678e-01 2.45791564e-01 1.43916880e-01
-4.02000256e-01 8.12568348e-02 -2.06932223e-01 1.62591966e-01
2.37128918e-01 7.55006667e-02]
[ -7.50706341e-02 2.12937023e-01 2.41031832e-01 1.39597714e-02
-2.83901592e-02 1.31639013e-01 -9.24479838e-02 -1.52175885e-02
-3.50139274e-02 4.82787692e-02]
[ -9.65837232e-02 -4.59977741e-03 2.56746931e-02 9.52840166e-02
-5.52209694e-02 1.15532324e-01 2.54483182e-01 2.04048510e-02
-2.73323619e-01 -9.14725675e-02]
[ -2.19176300e-01 -2.09104941e-02 -9.27929097e-02 -3.43248402e-01
1.79301633e-01 1.19530175e-01 1.00951848e-01 1.03584998e-01
-2.06799945e-01 3.30534981e-02]
[ 1.13783220e-02 -3.72323111e-01 -1.26823149e-01 -1.60870038e-01
3.69847300e-01 2.59234484e-02 1.72212475e-01 1.52622465e-01
-1.64453275e-01 -2.19962296e-01]
[ 1.40852348e-01 -1.82592160e-01 -1.42101007e-01 -8.94063656e-04
1.01603928e-01 -5.88239280e-02 1.66203698e-02 -1.49507282e-01
1.32824819e-01 -1.16564736e-01]
[ -1.22352464e-01 1.08549208e-01 2.58664030e-01 -2.28305323e-02
1.87964600e-01 8.69655445e-02 1.75910722e-02 -2.98622302e-01
-1.22016333e-01 -6.61307840e-02]
[ -3.52476772e-01 5.98514896e-02 1.09088370e-02 -3.43556125e-02
1.65404784e-01 -1.69943091e-01 -1.25225647e-02 2.34395084e-01
-9.44414591e-02 7.08200547e-02]
[ 1.45912019e-01 6.85140895e-02 -2.37787338e-01 -9.23715381e-02
1.31780274e-01 -2.93518864e-01 3.59776896e-02 -1.68263989e-01
-4.03165123e-03 -1.92493298e-01]
[ 2.10013146e-01 -1.58983001e-01 6.23577146e-02 -2.51658365e-02
8.92331521e-02 -3.24888034e-02 1.22781925e-02 -1.36951170e-01
1.10665204e-01 -1.82099974e-01]
[ -1.06062613e-01 -5.27307876e-02 1.20594688e-01 1.07129456e-01
4.93938617e-02 -1.12101812e-01 2.49217534e-01 -7.76652076e-02
1.83002611e-01 -5.85226398e-03]
[ 4.70652483e-03 -1.67501578e-01 2.05737448e-01 -2.36330871e-01
2.83368405e-02 1.12256246e-01 4.70124588e-02 -1.15214004e-01
2.76211634e-02 2.30526635e-01]]
[[ 0.59440716]
[ 1.49373314]
[ 0.26227178]
[ 0.84695024]
[-2.64321994]
[-0.27825674]
[-1.56188444]
[ 0.04819502]
[ 0.66250303]
[ 0.87510565]]
Progress: 26.0% ... Training loss: 0.299 ... Validation loss: 0.469[[ 1.63268166e-01 2.10418785e-01 -1.07737156e-01 1.10462706e-01
-5.16133507e-01 -7.20758358e-02 -6.07042089e-02 1.23122574e-01
-6.38869760e-02 1.89448974e-01]
[ 1.28217277e-02 1.59043552e-01 -2.03424890e-02 4.03634690e-02
1.01852815e-01 -5.23206566e-03 3.08738180e-01 4.11846391e-02
1.38341977e-01 -3.06545395e-02]
[ 1.73178702e-01 5.09616303e-01 1.22367226e-02 6.10266050e-03
2.92214912e-01 -3.17402104e-02 -5.89777607e-01 -3.84222513e-02
6.21674538e-02 2.82030876e-01]
[ -1.44151127e-03 -2.82015808e-01 -2.26687360e-01 6.84644947e-02
-5.01457278e-02 1.54284952e-01 1.12506077e-01 5.77780730e-02
4.45982820e-02 1.65089816e-01]
[ -9.49471009e-03 1.39867579e-01 -1.45817104e-01 4.40295597e-02
6.39613120e-02 -1.80306486e-01 5.54789044e-02 -1.19050732e-01
-1.84482567e-01 -6.76669651e-03]
[ -3.60164066e-01 -4.50353154e-01 -2.88844898e-01 1.64234600e-01
1.18532401e-01 4.08089685e-02 1.41942621e-01 -3.58680226e-02
-4.30455500e-03 1.70038340e-02]
[ -5.66693901e-03 -1.92848778e-01 8.94289437e-03 8.79295717e-02
6.81993607e-04 -7.03410682e-02 1.81455554e-01 -1.90356843e-01
1.86841518e-01 2.70539247e-02]
[ 1.16324039e-01 -2.26529276e-01 3.54258932e-02 -6.34506190e-02
1.00500957e-01 -4.85888761e-02 5.81189681e-02 1.21165224e-01
8.22688278e-02 -1.82666390e-02]
[ -1.72034856e-01 -1.03321973e-01 -3.04878556e-01 -2.25145369e-02
1.40703961e-03 6.98231121e-02 -1.86794755e-01 -2.85268383e-02
2.58878174e-01 -1.28969069e-01]
[ 7.36183856e-02 -3.03357245e-01 9.68519522e-02 5.13351815e-02
4.98737222e-02 -1.21073445e-01 8.87991246e-02 -1.00387515e-01
3.33318298e-02 1.36662095e-01]
[ -8.34741522e-02 2.25044288e-02 -1.68815012e-03 -1.55220207e-01
4.37688774e-02 2.23216725e-02 1.33314864e-01 -1.02847964e-01
-2.17490769e-02 -1.31077326e-01]
[ -1.18392711e-01 -9.68122456e-02 -7.20681730e-02 -1.36031482e-02
3.95212907e-01 1.03543168e-01 6.07553601e-02 -1.64397676e-02
-1.75113430e-01 -2.17533660e-01]
[ -1.56450021e-01 5.22730026e-03 6.21736137e-02 2.24536097e-02
-1.73961743e-01 -2.19982265e-01 -1.79225683e-01 -1.96963308e-01
8.76352615e-02 1.74907295e-01]
[ -2.38328351e-01 -2.31762616e-01 1.11932174e-01 2.56065812e-01
-9.16958992e-02 -7.79613455e-02 -3.47737281e-02 -2.56477020e-01
-2.27270106e-01 -2.49058740e-02]
[ 1.12330957e-01 -1.05795754e-01 -1.89268152e-02 1.22496665e-01
-1.74417001e-02 -8.77487711e-02 1.64602524e-01 3.82098484e-03
3.19073386e-02 1.71038366e-02]
[ 4.20957368e-02 -5.16159981e-02 -2.09146135e-01 1.55554677e-01
-5.72762842e-02 8.37737354e-02 -8.05558154e-02 -1.94755400e-02
-8.68428201e-02 2.05416438e-03]
[ -1.24366964e-01 -7.00422644e-02 -2.04516056e-01 1.51274311e-01
8.68716571e-03 1.35709132e-01 1.58480476e-02 -2.50426680e-01
6.54826350e-02 -2.04964170e-01]
[ -7.42952869e-02 -4.62320307e-02 2.74018420e-01 9.14422960e-02
1.42255855e-01 -5.90565894e-02 -1.14554372e-01 1.20264312e-01
6.61268295e-02 2.56224342e-02]
[ 5.41448277e-02 -2.74194868e-02 8.74387609e-02 8.80620536e-02
7.02500546e-02 -1.70917971e-02 2.41300120e-01 1.20671175e-01
-3.16564853e-02 -6.54901596e-02]
[ 6.56048767e-03 -1.53706161e-01 -2.91716217e-01 -5.25029767e-02
2.09148661e-01 -9.07387685e-02 1.67896433e-01 1.63807237e-01
1.06144923e-01 -3.11308001e-02]
[ 5.15524067e-02 -3.16576817e-03 -1.16381067e-01 4.54353463e-02
-9.18368263e-02 3.22131582e-01 2.54869193e-01 2.05237972e-01
-1.60411757e-01 -5.88248457e-02]
[ -2.15823538e-03 -3.06872982e-02 1.19490768e-01 9.73452352e-02
1.88250279e-02 1.08273909e-01 -1.25061849e-01 -4.19720692e-02
2.05545696e-01 6.91271078e-02]
[ 1.10455968e-01 7.99925104e-02 -4.65364561e-02 -9.92066655e-02
-1.04674742e-01 -3.30434790e-01 1.07161761e-01 8.78923288e-03
1.42911695e-01 9.14923594e-02]
[ -9.91201386e-02 3.58138063e-03 -1.54343464e-02 2.25846966e-02
1.06796206e-02 -2.03429094e-01 -8.85005617e-02 -1.98087167e-02
1.50079766e-02 1.28202835e-01]
[ -1.40466548e-01 -6.23892618e-02 -1.95472132e-01 2.22286595e-03
-2.78618811e-01 -6.51321811e-03 -1.74225338e-02 -2.32719328e-02
7.66160587e-03 6.81642712e-02]
[ -2.84371247e-02 -7.09727277e-02 -7.39222509e-02 -1.25208398e-01
5.24983205e-01 2.75454715e-01 5.43644050e-01 1.13256456e-01
-1.80103342e-01 -3.72560202e-01]
[ -1.64348955e-02 -3.66612913e-01 -2.99703034e-02 -7.41732934e-02
6.62411561e-01 1.01376462e-01 5.06002470e-01 9.14193274e-02
2.81516536e-02 -3.82330658e-01]
[ 1.21592873e-02 -4.20086497e-01 -4.27058692e-02 -1.06787305e-01
6.76873060e-01 2.35548011e-02 4.72425245e-01 4.88135925e-02
-3.62654636e-01 -2.16776125e-01]
[ -1.61107839e-01 -5.56997595e-01 -5.68735331e-03 -1.92560236e-01
7.36752646e-01 -9.37181423e-02 5.85764205e-01 -8.18804239e-02
-5.94729160e-02 9.18555541e-02]
[ -2.83370898e-01 -3.63980486e-01 5.89623858e-02 -3.84958226e-02
8.97437442e-01 1.39693405e-01 3.84719327e-01 4.83651596e-02
-8.20884404e-02 -1.27060665e-01]
[ -1.96359522e-01 -2.67925783e-01 2.53789625e-01 -2.35620619e-01
6.39925881e-01 -4.65029915e-02 6.53449630e-01 1.37417058e-02
-2.50624746e-01 -2.16094082e-02]
[ -1.24287782e-01 -2.02637909e-01 -1.78515841e-01 -9.55760004e-02
4.71631103e-01 -2.31813730e-01 1.59078808e-01 1.69543897e-01
-4.97462095e-03 -1.13345593e-01]
[ 1.14101848e-01 2.43935955e-01 1.65211315e-01 -8.72465113e-02
-9.07726345e-02 4.86432704e-02 -1.51911110e-01 2.83588701e-01
7.77670048e-02 1.78875078e-01]
[ 3.51776470e-01 3.18162494e-01 -8.22929099e-02 3.18625563e-01
-8.98300045e-01 -2.88778790e-01 -4.78933025e-01 1.77945668e-01
3.83317300e-01 -3.22648444e-02]
[ 4.77627876e-02 1.43479007e-01 2.53161572e-01 2.51854393e-01
-6.20069134e-02 -1.96103239e-01 -1.81674566e-01 -1.32889614e-01
-1.38988477e-01 -2.87016799e-01]
[ 2.58680910e-02 -5.09850215e-02 -1.17210162e-01 -5.09851037e-02
2.37261753e-01 4.02342210e-02 -1.27919311e-02 -1.84208787e-01
3.67913319e-02 2.11630746e-01]
[ 3.72627309e-03 -4.73700391e-02 -6.53566738e-02 -4.60530119e-02
-3.15126542e-02 -1.77765207e-01 8.10620816e-02 1.04453793e-02
4.09982343e-02 1.14572219e-02]
[ 2.73804225e-02 6.43218471e-02 2.43793737e-01 7.21387106e-02
-2.20077430e-01 -1.33745965e-01 1.18576606e-01 3.95670991e-02
-1.87260173e-01 1.06321400e-01]
[ 7.15005937e-02 2.83459064e-02 1.07860533e-01 8.00702560e-03
-2.39177693e-01 6.91453753e-02 6.91185230e-02 -2.70673761e-01
-1.68734838e-02 -8.80700641e-02]
[ -1.39884995e-02 8.01998147e-02 8.35050517e-02 -3.29342312e-02
-2.59481284e-02 1.82322471e-01 1.08712570e-01 1.18350108e-01
-2.37769158e-02 1.70808356e-01]
[ 2.16811108e-01 5.43713114e-02 2.69710811e-02 7.64645229e-02
6.42854880e-02 -2.11282299e-02 -1.48958897e-01 1.48165451e-01
-5.81306136e-02 -2.41761039e-02]
[ 3.90288880e-02 -2.42257175e-02 1.55109182e-02 3.66824745e-02
-3.91853861e-01 -1.21598898e-01 -1.95249553e-01 4.10186692e-02
1.16794642e-01 1.90531046e-01]
[ 3.91675166e-02 5.21335510e-01 1.19207201e-01 4.05144006e-01
-1.06656131e+00 -3.03534695e-01 -6.15729733e-01 -7.30616870e-02
2.81206136e-01 3.26773577e-01]
[ 1.76147327e-01 5.05500136e-01 6.30438190e-02 4.15190170e-01
-8.42607986e-01 -8.25180067e-02 -4.45886241e-01 1.50662944e-01
2.02507140e-01 4.83430153e-01]
[ 2.57529673e-01 2.97040636e-01 2.45866785e-01 1.44197859e-01
-4.02945270e-01 8.11851774e-02 -2.07249872e-01 1.62606129e-01
2.37329024e-01 7.57247873e-02]
[ -7.49953065e-02 2.13123357e-01 2.41098179e-01 1.41157748e-02
-2.87230470e-02 1.31592714e-01 -9.27730300e-02 -1.52086115e-02
-3.48995362e-02 4.84434044e-02]
[ -9.63583941e-02 -4.12305058e-03 2.57723609e-02 9.56070038e-02
-5.62343287e-02 1.15425520e-01 2.54001324e-01 2.04223697e-02
-2.73075230e-01 -9.11415121e-02]
[ -2.18846365e-01 -2.01900643e-02 -9.26442369e-02 -3.42763446e-01
1.77786738e-01 1.19370064e-01 1.00147877e-01 1.03613398e-01
-2.06411993e-01 3.35368554e-02]
[ 1.14131543e-02 -3.72330090e-01 -1.26806295e-01 -1.60807986e-01
3.69636722e-01 2.59045736e-02 1.72151033e-01 1.52625991e-01
-1.64401701e-01 -2.19903159e-01]
[ 1.41194946e-01 -1.81838804e-01 -1.41917832e-01 -1.63436623e-04
9.93370633e-02 -5.90372129e-02 1.58152776e-02 -1.49471007e-01
1.33248790e-01 -1.15978650e-01]
[ -1.21712687e-01 1.09815506e-01 2.59015258e-01 -2.17411892e-02
1.84718195e-01 8.65988236e-02 1.61376839e-02 -2.98561726e-01
-1.21194288e-01 -6.50549976e-02]
[ -3.52379001e-01 5.95968866e-02 1.09820487e-02 -3.41021999e-02
1.64478462e-01 -1.70022043e-01 -1.25136116e-02 2.34409905e-01
-9.42382099e-02 7.10476048e-02]
[ 1.47009430e-01 7.11773775e-02 -2.37342081e-01 -9.07743531e-02
1.27401488e-01 -2.94028122e-01 3.32992283e-02 -1.68168349e-01
-2.79825529e-03 -1.90809578e-01]
[ 2.10508287e-01 -1.57853734e-01 6.25944028e-02 -2.43924275e-02
8.68174263e-02 -3.27384117e-02 1.10232296e-02 -1.36909067e-01
1.11283280e-01 -1.81341795e-01]
[ -1.05431020e-01 -5.16279354e-02 1.20854925e-01 1.07913146e-01
4.73830081e-02 -1.12385204e-01 2.47674480e-01 -7.76157899e-02
1.83662997e-01 -4.93042064e-03]
[ 5.85283139e-03 -1.64873888e-01 2.06259881e-01 -2.34712472e-01
2.35214094e-02 1.11707112e-01 4.41195124e-02 -1.15122284e-01
2.89349487e-02 2.32253254e-01]]
[[ 0.61131435]
[ 1.50568356]
[ 0.27574408]
[ 0.86416424]
[-2.62558944]
[-0.26271185]
[-1.54321785]
[ 0.06391077]
[ 0.68016511]
[ 0.89173206]]
Progress: 26.1% ... Training loss: 0.294 ... Validation loss: 0.473[[ 1.65822036e-01 2.16730603e-01 -1.06479586e-01 1.14408379e-01
-5.26936798e-01 -7.32424757e-02 -6.74870266e-02 1.23408915e-01
-6.08178700e-02 1.93380300e-01]
[ 1.24976297e-02 1.58146708e-01 -2.05033579e-02 3.99322040e-02
1.03461511e-01 -5.07862312e-03 3.09507619e-01 4.11460898e-02
1.38024972e-01 -3.09978282e-02]
[ 1.77497164e-01 5.21180160e-01 1.42692942e-02 1.23871549e-02
2.74589721e-01 -3.36747037e-02 -6.01368534e-01 -3.79533103e-02
6.72447443e-02 2.88730487e-01]
[ -4.78841163e-03 -2.89001936e-01 -2.28126551e-01 6.36336648e-02
-3.56312263e-02 1.55827508e-01 1.20175387e-01 5.74306623e-02
4.06331302e-02 1.60540469e-01]
[ -1.10513503e-02 1.36127022e-01 -1.46438520e-01 4.17561466e-02
6.99628524e-02 -1.79590614e-01 5.86149791e-02 -1.19232570e-01
-1.86111758e-01 -9.12455193e-03]
[ -3.59806957e-01 -4.50301631e-01 -2.88680854e-01 1.64994111e-01
1.16309176e-01 4.06147670e-02 1.41705556e-01 -3.58243213e-02
-3.84844655e-03 1.74063055e-02]
[ -5.91369503e-03 -1.93254583e-01 8.88870592e-03 8.75903149e-02
1.61770698e-03 -7.02019143e-02 1.81833095e-01 -1.90390555e-01
1.86638330e-01 2.68071245e-02]
[ 1.17902515e-01 -2.22919306e-01 3.62153786e-02 -6.09008122e-02
9.29844522e-02 -4.93695162e-02 5.41819957e-02 1.21350911e-01
8.43709778e-02 -1.56933470e-02]
[ -1.72183209e-01 -1.03621788e-01 -3.04905737e-01 -2.26543103e-02
2.29912574e-03 6.98556083e-02 -1.86291295e-01 -2.85351247e-02
2.58624568e-01 -1.29138739e-01]
[ 7.48739627e-02 -3.00694179e-01 9.75133388e-02 5.36400010e-02
4.36470561e-02 -1.21750052e-01 8.60740833e-02 -1.00240051e-01
3.50587459e-02 1.38812933e-01]
[ -8.24498445e-02 2.44245450e-02 -1.21113227e-03 -1.53692362e-01
3.90593482e-02 2.18793216e-02 1.31047599e-01 -1.02733424e-01
-2.05776116e-02 -1.29609701e-01]
[ -1.19132121e-01 -9.84395548e-02 -7.23344166e-02 -1.46055258e-02
3.98237172e-01 1.03858935e-01 6.24546293e-02 -1.65143823e-02
-1.75910347e-01 -2.18592830e-01]
[ -1.56450021e-01 5.22730026e-03 6.21736137e-02 2.24536097e-02
-1.73961743e-01 -2.19982265e-01 -1.79225683e-01 -1.96963308e-01
8.76352615e-02 1.74907295e-01]
[ -2.38630885e-01 -2.32728928e-01 1.11788101e-01 2.55712320e-01
-9.08037134e-02 -7.78288626e-02 -3.37756341e-02 -2.56510367e-01
-2.27637584e-01 -2.54527294e-02]
[ 1.12176665e-01 -1.06438485e-01 -1.89671088e-02 1.22424794e-01
-1.71212475e-02 -8.77220824e-02 1.65291891e-01 3.81057087e-03
3.18005679e-02 1.69059563e-02]
[ 4.25034235e-02 -5.09401634e-02 -2.09000802e-01 1.56126907e-01
-5.88799517e-02 8.35904958e-02 -8.15551419e-02 -1.94330404e-02
-8.63869065e-02 2.59479383e-03]
[ -1.24421239e-01 -6.99512630e-02 -2.04499221e-01 1.51274906e-01
8.29671987e-03 1.35725320e-01 1.58424392e-02 -2.50441412e-01
6.54862983e-02 -2.05056281e-01]
[ -7.36370270e-02 -4.46144318e-02 2.74331376e-01 9.23408802e-02
1.39937194e-01 -5.92930985e-02 -1.16206944e-01 1.20337378e-01
6.68770740e-02 2.66311154e-02]
[ 5.36071315e-02 -2.87151873e-02 8.72022029e-02 8.72666172e-02
7.25173710e-02 -1.68526671e-02 2.42624952e-01 1.20611703e-01
-3.22723854e-02 -6.62173952e-02]
[ 7.44508566e-03 -1.51714219e-01 -2.91352755e-01 -5.13286882e-02
2.05568874e-01 -9.11162245e-02 1.65858739e-01 1.63895444e-01
1.07108799e-01 -3.00656640e-02]
[ 5.27314277e-02 -2.60069476e-04 -1.15729470e-01 4.74528239e-02
-9.78056585e-02 3.21519218e-01 2.51839660e-01 2.05390030e-01
-1.58777790e-01 -5.68366499e-02]
[ -2.64967139e-03 -3.19993969e-02 1.19270162e-01 9.67087703e-02
2.08980709e-02 1.08483519e-01 -1.23857709e-01 -4.20252340e-02
2.05026678e-01 6.86404772e-02]
[ 1.10782933e-01 8.10769966e-02 -4.63511959e-02 -9.86461847e-02
-1.05805326e-01 -3.30611200e-01 1.06293999e-01 8.83124122e-03
1.43224908e-01 9.20499936e-02]
[ -9.94101118e-02 2.89949064e-03 -1.55552935e-02 2.21711086e-02
1.18674675e-02 -2.03309189e-01 -8.77629181e-02 -1.98388643e-02
1.46963952e-02 1.27777111e-01]
[ -1.40552397e-01 -6.29012194e-02 -1.95512936e-01 2.10034918e-03
-2.78279609e-01 -6.47443618e-03 -1.70771505e-02 -2.32811037e-02
7.56294018e-03 6.80397239e-02]
[ -2.83534363e-02 -7.09475609e-02 -7.38807840e-02 -1.25073120e-01
5.24603625e-01 2.75414715e-01 5.43580263e-01 1.13265244e-01
-1.80013118e-01 -3.72449315e-01]
[ -1.62594547e-02 -3.66440880e-01 -2.98751644e-02 -7.38494562e-02
6.61549379e-01 1.01271480e-01 5.05661343e-01 9.14424385e-02
2.83958518e-02 -3.82031555e-01]
[ 1.25506508e-02 -4.19728909e-01 -4.25068743e-02 -1.06176239e-01
6.75029707e-01 2.33676529e-02 4.71884348e-01 4.88589429e-02
-3.62178371e-01 -2.16193491e-01]
[ -1.61541583e-01 -5.57844566e-01 -5.88744521e-03 -1.93186086e-01
7.38580738e-01 -9.35305913e-02 5.86728496e-01 -8.19260883e-02
-5.99610714e-02 9.12651024e-02]
[ -2.83677277e-01 -3.64611829e-01 5.88310692e-02 -3.89116718e-02
8.98594166e-01 1.39822635e-01 3.85421247e-01 4.83339756e-02
-8.24154077e-02 -1.27474606e-01]
[ -1.96512164e-01 -2.68329655e-01 2.53718594e-01 -2.35820574e-01
6.40522286e-01 -4.64385131e-02 6.53912000e-01 1.37253777e-02
-2.50794676e-01 -2.17797391e-02]
[ -1.24446067e-01 -2.03029456e-01 -1.78578375e-01 -9.57824341e-02
4.72187197e-01 -2.31747877e-01 1.59513129e-01 1.69529429e-01
-5.11875502e-03 -1.13561621e-01]
[ 1.14601560e-01 2.45098220e-01 1.65456290e-01 -8.65232850e-02
-9.28961072e-02 4.84283681e-02 -1.53164500e-01 2.83638504e-01
7.83211391e-02 1.79627446e-01]
[ 3.52078486e-01 3.19007188e-01 -8.21793530e-02 3.18903569e-01
-8.98781687e-01 -2.88857011e-01 -4.79744043e-01 1.77975063e-01
3.83536166e-01 -3.17889753e-02]
[ 4.79291320e-02 1.43916100e-01 2.53251709e-01 2.52132680e-01
-6.28787920e-02 -1.96188561e-01 -1.82138291e-01 -1.32868528e-01
-1.38771321e-01 -2.86754540e-01]
[ 2.56240872e-02 -5.15855614e-02 -1.17320345e-01 -5.13306221e-02
2.38288029e-01 4.03327024e-02 -1.21811688e-02 -1.84234423e-01
3.65178123e-02 2.11279029e-01]
[ 4.25712135e-03 -4.62837505e-02 -6.51480800e-02 -4.53259958e-02
-3.35763194e-02 -1.77996625e-01 7.97018424e-02 1.04997626e-02
4.15939878e-02 1.21846173e-02]
[ 2.75585306e-02 6.47091117e-02 2.43899520e-01 7.24418021e-02
-2.20929633e-01 -1.33840929e-01 1.18048657e-01 3.95892185e-02
-1.87037986e-01 1.06646757e-01]
[ 7.24592820e-02 3.07481739e-02 1.08309587e-01 9.42018074e-03
-2.43307967e-01 6.87272549e-02 6.66080242e-02 -2.70585165e-01
-1.57703969e-02 -8.66236841e-02]
[ -1.33709460e-02 8.18413192e-02 8.37870649e-02 -3.20222082e-02
-2.85859938e-02 1.82032337e-01 1.07249406e-01 1.18418551e-01
-2.30706895e-02 1.71533983e-01]
[ 2.17565277e-01 5.63111870e-02 2.73386995e-02 7.76532508e-02
6.05695287e-02 -2.14791380e-02 -1.50901262e-01 1.48253916e-01
-5.71856074e-02 -2.30132863e-02]
[ 3.80651946e-02 -2.63773689e-02 1.51392004e-02 3.53766166e-02
-3.87969217e-01 -1.21201770e-01 -1.93008197e-01 4.09225268e-02
1.15772923e-01 1.89181809e-01]
[ 3.95928802e-02 5.22148320e-01 1.19440625e-01 4.05904079e-01
-1.06863496e+00 -3.03763756e-01 -6.16446963e-01 -7.30018253e-02
2.81796391e-01 3.27469798e-01]
[ 1.74982767e-01 5.02559499e-01 6.24884583e-02 4.13646921e-01
-8.38086213e-01 -8.20007471e-02 -4.42734483e-01 1.50533103e-01
2.01205685e-01 4.81697735e-01]
[ 2.57618591e-01 2.97176636e-01 2.45916491e-01 1.44340725e-01
-4.03388693e-01 8.11416303e-02 -2.07505639e-01 1.62616777e-01
2.37445399e-01 7.58682218e-02]
[ -7.49750606e-02 2.13156005e-01 2.41099813e-01 1.41342635e-02
-2.86963878e-02 1.31596372e-01 -9.28817901e-02 -1.52069025e-02
-3.48929798e-02 4.84371666e-02]
[ -9.65304903e-02 -4.58561491e-03 2.56902046e-02 9.53496714e-02
-5.54995944e-02 1.15503741e-01 2.54440355e-01 2.04035496e-02
-2.73271769e-01 -9.13840197e-02]
[ -2.18837803e-01 -2.01649879e-02 -9.26414186e-02 -3.42756513e-01
1.77749864e-01 1.19366734e-01 1.00111062e-01 1.03613977e-01
-2.06402421e-01 3.35444955e-02]
[ 1.13480108e-02 -3.72407669e-01 -1.26834659e-01 -1.60899728e-01
3.69909411e-01 2.59315780e-02 1.72248919e-01 1.52619126e-01
-1.64473680e-01 -2.19988988e-01]
[ 1.41521026e-01 -1.81132965e-01 -1.41698752e-01 4.97571631e-04
9.76491065e-02 -5.92127210e-02 1.48844151e-02 -1.49424847e-01
1.33694719e-01 -1.15385339e-01]
[ -1.21827422e-01 1.09345878e-01 2.58961798e-01 -2.18208140e-02
1.85228007e-01 8.66475737e-02 1.64528128e-02 -2.98574118e-01
-1.21249093e-01 -6.50668114e-02]
[ -3.52035205e-01 6.00972735e-02 1.11618741e-02 -3.35889331e-02
1.63085284e-01 -1.70206215e-01 -1.31164348e-02 2.34448472e-01
-9.38057481e-02 7.15032180e-02]
[ 1.46674446e-01 7.05462290e-02 -2.37457170e-01 -9.12064831e-02
1.28595109e-01 -2.93882100e-01 3.40955227e-02 -1.68201085e-01
-3.13273935e-03 -1.91296517e-01]
[ 2.11560308e-01 -1.55501643e-01 6.31346388e-02 -2.26937833e-02
8.25502694e-02 -3.32538328e-02 8.82337035e-03 -1.36781025e-01
1.12487089e-01 -1.79680932e-01]
[ -1.05657543e-01 -5.22011768e-02 1.20765260e-01 1.07682332e-01
4.80911585e-02 -1.12288260e-01 2.48201367e-01 -7.76348266e-02
1.83408705e-01 -5.25214380e-03]
[ 6.34765178e-03 -1.63802313e-01 2.06451114e-01 -2.34012535e-01
2.05461860e-02 1.11487304e-01 4.29217098e-02 -1.15083498e-01
2.95977946e-02 2.32923234e-01]]
[[ 0.62127041]
[ 1.51663376]
[ 0.28362085]
[ 0.86978614]
[-2.61897119]
[-0.25712667]
[-1.54145206]
[ 0.07127204]
[ 0.6869735 ]
[ 0.89911601]]
Progress: 26.1% ... Training loss: 0.300 ... Validation loss: 0.473[[ 0.16287428 0.20951305 -0.10780623 0.11014607 -0.51740615 -0.07192502
-0.06019861 0.1230423 -0.06407869 0.18874922]
[ 0.01199687 0.15728213 -0.0207174 0.03930571 0.10544102 -0.00489159
0.31048469 0.04109205 0.13748755 -0.03160788]
[ 0.17536968 0.51733866 0.01321477 0.00896221 0.28344541 -0.03257265
-0.59679052 -0.03823912 0.06447097 0.28520357]
[-0.00664863 -0.29454758 -0.22917128 0.06074587 -0.02677197 0.15659488
0.12513607 0.05720038 0.0384177 0.15749838]
[-0.00828792 0.14259391 -0.14518341 0.04567107 0.05917651 -0.18060074
0.05242344 -0.11892602 -0.18307044 -0.00546421]
[-0.35944676 -0.45031707 -0.28846924 0.16569294 0.11410548 0.04041661
0.14160163 -0.03577457 -0.00333614 0.01798052]
[-0.00812578 -0.19828493 0.00790197 0.0845387 0.0095664 -0.06931741
0.18665899 -0.1906448 0.18418745 0.02378217]
[ 0.11663387 -0.226435 0.03558772 -0.06292755 0.09725424 -0.04870174
0.05787913 0.12118005 0.08279648 -0.0180028 ]
[-0.17273814 -0.10525033 -0.30514375 -0.02348408 0.00373125 0.07011008
-0.18467976 -0.02860997 0.25813577 -0.1300209 ]
[ 0.07203692 -0.30821847 0.09621549 0.0495225 0.05358309 -0.12046006
0.09358617 -0.10060185 0.03188041 0.13444205]
[-0.08244416 0.02419485 -0.0012061 -0.15363989 0.03821032 0.02187474
0.1311982 -0.10272805 -0.02057384 -0.12967809]
[-0.11997621 -0.10087559 -0.0726824 -0.01574981 0.40059708 0.10418211
0.06482259 -0.01660815 -0.17673765 -0.21979591]
[-0.15645002 0.0052273 0.06217361 0.02245361 -0.17396174 -0.21998227
-0.17922568 -0.19696331 0.08763526 0.17490729]
[-0.2383875 -0.23270411 0.11191414 0.25614939 -0.09222905 -0.07796031
-0.0339562 -0.25647698 -0.22731496 -0.02506726]
[ 0.11215375 -0.10648536 -0.01895797 0.12241714 -0.0170658 -0.08771534
0.1654338 0.00380842 0.03179548 0.01688531]
[ 0.0424023 -0.0514357 -0.20905456 0.15597238 -0.05841562 0.08363298
-0.08122995 -0.0194449 -0.08650923 0.00242105]
[-0.12442844 -0.07001403 -0.20448068 0.15129317 0.00782087 0.13573158
0.01581594 -0.2504425 0.06551464 -0.20504645]
[-0.07470376 -0.04687435 0.27384127 0.09084942 0.14382306 -0.05886667
-0.11383309 0.12021201 0.0656548 0.02521236]
[ 0.05214558 -0.03233795 0.08651275 0.08515945 0.07843283 -0.01625482
0.24605007 0.12044038 -0.03394253 -0.06837203]
[ 0.00876266 -0.14872607 -0.2907098 -0.0493698 0.19901776 -0.09162857
0.16285225 0.16405499 0.1086482 -0.02837759]
[ 0.05122619 -0.00409814 -0.1164909 0.04504812 -0.09121274 0.32222117
0.25569824 0.20519 -0.16071255 -0.05929125]
[-0.0028356 -0.03246081 0.11919182 0.09644416 0.02114253 0.10860102
-0.12314266 -0.04205125 0.20495335 0.0684291 ]
[ 0.10970823 0.07837414 -0.0468163 -0.10017625 -0.10203176 -0.33018144
0.10899815 0.00870521 0.1421182 0.09045844]
[-0.09900651 0.0037143 -0.01537749 0.02272989 0.01026689 -0.20345747
-0.08872642 -0.01979641 0.01513117 0.12834651]
[-0.14076701 -0.06342883 -0.19559002 0.00187823 -0.27771185 -0.00640275
-0.01641331 -0.02330283 0.00737055 0.06776991]
[-0.02866266 -0.07174203 -0.07402071 -0.12551598 0.52574728 0.2755369
0.54430493 0.11322974 -0.18036004 -0.37289847]
[-0.0163901 -0.36707857 -0.02993172 -0.07402531 0.66211036 0.10132271
0.50610818 0.09142904 0.0282552 -0.38223852]
[ 0.01216246 -0.42081248 -0.04269124 -0.10672676 0.67664812 0.02352732
0.4729424 0.04881248 -0.36263699 -0.21678681]
[-0.16191094 -0.55887813 -0.00604944 -0.19367319 0.73984301 -0.09339771
0.58778171 -0.08196686 -0.06034144 0.09079544]
[-0.28393219 -0.36517864 0.05870897 -0.03927739 0.89942567 0.13992969
0.38599864 0.04830445 -0.08271075 -0.1278611 ]
[-0.19661 -0.26862698 0.25368043 -0.23593594 0.6408389 -0.04640676
0.65416711 0.01371604 -0.25089807 -0.02190422]
[-0.12421412 -0.20263786 -0.17847755 -0.09542554 0.47116564 -0.23185098
0.15901236 0.16955716 -0.00484113 -0.11322971]
[ 0.11482816 0.24565398 0.16555987 -0.08620006 -0.09381481 0.0483368
-0.15373731 0.28366307 0.07853679 0.17993243]
[ 0.34963906 0.31246056 -0.08337191 0.31513095 -0.88968034 -0.2877426
-0.47339758 0.17765308 0.380775 -0.03560788]
[ 0.04793669 0.14393234 0.25325537 0.25214253 -0.06291017 -0.19619101
-0.18215717 -0.13286799 -0.13875975 -0.28674695]
[ 0.02570426 -0.05145036 -0.11726756 -0.05116186 0.23775402 0.04027792
-0.01236722 -0.18421609 0.03663508 0.21145128]
[ 0.00406106 -0.04675663 -0.06526136 -0.0456866 -0.03269835 -0.17788775
0.08034847 0.01046892 0.04127009 0.01182458]
[ 0.02655533 0.06236837 0.24345091 0.07094956 -0.21659482 -0.13342742
0.12050764 0.03946837 -0.18819441 0.10514434]
[ 0.07283407 0.03156307 0.10848443 0.00994758 -0.24483457 0.06856534
0.06573255 -0.27055105 -0.01536862 -0.0860759 ]
[-0.01294687 0.08281481 0.08397077 -0.03144022 -0.03039784 0.18188101
0.10622577 0.11846308 -0.02260406 0.17209388]
[ 0.21814694 0.05783014 0.02765677 0.07862927 0.05758201 -0.02173766
-0.1522794 0.14833192 -0.05640547 -0.02199609]
[ 0.03797204 -0.02654724 0.01509635 0.03525643 -0.38761558 -0.12116227
-0.19275977 0.04091175 0.11566851 0.18900838]
[ 0.03901585 0.52112611 0.11919099 0.40516275 -1.06697189 -0.30353168
-0.61525133 -0.07306265 0.28118325 0.32678179]
[ 0.17576633 0.5041258 0.06285171 0.41473 -0.84137539 -0.08228916
-0.4443622 0.15062177 0.2021061 0.48254509]
[ 0.25778054 0.29787583 0.24605829 0.14475047 -0.40480444 0.08104796
-0.20823789 0.16265238 0.23775982 0.07628631]
[-0.07518884 0.21263123 0.24100387 0.01383589 -0.02780401 0.13168537
-0.09235656 -0.01522984 -0.03512293 0.04812379]
[-0.09670788 -0.0049705 0.02560897 0.0950977 -0.05476102 0.11557915
0.25484668 0.02038277 -0.27347245 -0.09163223]
[-0.21879033 -0.0200877 -0.09261951 -0.34269152 0.1775495 0.11934775
0.10000604 0.10361907 -0.2063498 0.03361473]
[ 0.01100297 -0.37347119 -0.12701268 -0.16143624 0.37139801 0.02608737
0.17335734 0.15257573 -0.16489868 -0.22057419]
[ 0.14201443 -0.18092111 -0.14148824 0.00113461 0.09417845 -0.0593316
0.01421613 -0.14939808 0.13428253 -0.11483177]
[-0.12246433 0.10838036 0.25870195 -0.02270708 0.18821038 0.08689935
0.01782987 -0.29864509 -0.12200522 -0.06588714]
[-0.35246339 0.05868162 0.01095964 -0.03425243 0.16472019 -0.16999913
-0.0116534 0.23439414 -0.09428635 0.07057398]
[ 0.1459677 0.06864208 -0.23775326 -0.09209711 0.13065419 -0.29359942
0.03599479 -0.16827239 -0.00386783 -0.19228469]
[ 0.21085002 -0.15737873 0.06279885 -0.02375982 0.08552337 -0.03295964
0.01065489 -0.13686574 0.11165905 -0.1807572 ]
[-0.10550229 -0.05200707 0.12086221 0.10802764 0.04692261 -0.11237523
0.24801977 -0.07760997 0.18356136 -0.00501803]
[ 0.00450568 -0.1682359 0.20559681 -0.23669776 0.02698284 0.11226602
0.04723135 -0.11530401 0.02765531 0.23030721]]
[[ 0.60565257]
[ 1.50579898]
[ 0.27000924]
[ 0.85609165]
[-2.62827387]
[-0.26844722]
[-1.55337666]
[ 0.05798601]
[ 0.67220198]
[ 0.88434529]]
Progress: 26.1% ... Training loss: 0.291 ... Validation loss: 0.461[[ 1.61703820e-01 2.06367957e-01 -1.08332328e-01 1.08611371e-01
-5.14608455e-01 -7.13788513e-02 -5.70364216e-02 1.22929430e-01
-6.51870999e-02 1.87254287e-01]
[ 1.23200878e-02 1.58012596e-01 -2.05761307e-02 3.97818426e-02
1.04127130e-01 -5.03936801e-03 3.09775757e-01 4.11240948e-02
1.37848370e-01 -3.11544398e-02]
[ 1.77711256e-01 5.21414977e-01 1.41780260e-02 1.17890087e-02
2.74735499e-01 -3.34978751e-02 -6.03626653e-01 -3.80274860e-02
6.70836593e-02 2.88531101e-01]
[ -5.95521449e-03 -2.92060771e-01 -2.28766438e-01 6.20430633e-02
-2.90396665e-02 1.56217435e-01 1.23926499e-01 5.72818426e-02
3.93359045e-02 1.59128068e-01]
[ -6.27338081e-03 1.45255643e-01 -1.44408518e-01 4.81654092e-02
5.22612525e-02 -1.81415733e-01 4.83122019e-02 -1.18739903e-01
-1.81052112e-01 -2.76250059e-03]
[ -3.60662744e-01 -4.53457617e-01 -2.89021517e-01 1.64299889e-01
1.17198571e-01 4.08727010e-02 1.45627805e-01 -3.58824064e-02
-4.62907106e-03 1.62357045e-02]
[ -6.58025425e-03 -1.95681812e-01 8.59518023e-03 8.67475106e-02
2.86598068e-03 -6.99605510e-02 1.83258090e-01 -1.90493495e-01
1.86027155e-01 2.58944234e-02]
[ 1.15956433e-01 -2.28219594e-01 3.52571244e-02 -6.39062175e-02
9.94001819e-02 -4.84096007e-02 5.94478898e-02 1.21114483e-01
8.20584012e-02 -1.87464062e-02]
[ -1.73747796e-01 -1.07783762e-01 -3.05595406e-01 -2.49171088e-02
7.99903898e-03 7.05412781e-02 -1.82107850e-01 -2.87048687e-02
2.57057105e-01 -1.31419290e-01]
[ 6.91151833e-02 -3.14674409e-01 9.48428752e-02 4.54804655e-02
6.31971706e-02 -1.19179463e-01 1.00681298e-01 -1.00884069e-01
2.86458917e-02 1.30138196e-01]
[ -8.13272906e-02 2.53687001e-02 -7.06703027e-04 -1.52003778e-01
3.35631797e-02 2.13614120e-02 1.29449933e-01 -1.02612827e-01
-1.91959490e-02 -1.27924428e-01]
[ -1.19528910e-01 -1.00448957e-01 -7.24504949e-02 -1.49398041e-02
3.98436538e-01 1.03951138e-01 6.42416645e-02 -1.65581589e-02
-1.76150995e-01 -2.19020277e-01]
[ -1.56450021e-01 5.22730026e-03 6.21736137e-02 2.24536097e-02
-1.73961743e-01 -2.19982265e-01 -1.79225683e-01 -1.96963308e-01
8.76352615e-02 1.74907295e-01]
[ -2.39969873e-01 -2.35853840e-01 1.11205295e-01 2.54122911e-01
-8.76439968e-02 -7.72662904e-02 -2.98332233e-02 -2.56629680e-01
-2.29108237e-01 -2.74349002e-02]
[ 1.12397264e-01 -1.06323148e-01 -1.88639392e-02 1.22846807e-01
-1.77378007e-02 -8.78757263e-02 1.65398157e-01 3.83851162e-03
3.21238849e-02 1.73046240e-02]
[ 4.23496572e-02 -5.16808191e-02 -2.09075548e-01 1.55888093e-01
-5.81723587e-02 8.36538227e-02 -8.10353932e-02 -1.94504784e-02
-8.65575923e-02 2.34031997e-03]
[ -1.24202142e-01 -6.95708530e-02 -2.04377265e-01 1.51596230e-01
7.18300003e-03 1.35665133e-01 1.54036432e-02 -2.50421571e-01
6.57794865e-02 -2.04703308e-01]
[ -7.45925907e-02 -4.66974849e-02 2.73898046e-01 9.09831981e-02
1.43293318e-01 -5.89108506e-02 -1.14004748e-01 1.20224152e-01
6.57896333e-02 2.53593315e-02]
[ 5.31089977e-02 -3.09467010e-02 8.69240691e-02 8.65535982e-02
7.39532929e-02 -1.66710547e-02 2.43835792e-01 1.20533466e-01
-3.27991103e-02 -6.71355156e-02]
[ 7.54178688e-03 -1.51957849e-01 -2.91332365e-01 -5.13151438e-02
2.03966620e-01 -9.10366239e-02 1.65909116e-01 1.63923413e-01
1.07161936e-01 -3.01397604e-02]
[ 5.20534802e-02 -2.09030908e-03 -1.16067382e-01 4.63924711e-02
-9.51809785e-02 3.21808776e-01 2.53526495e-01 2.05280379e-01
-1.59646514e-01 -5.79003100e-02]
[ -3.40405673e-03 -3.36810499e-02 1.18941976e-01 9.56875400e-02
2.34223937e-02 1.08835645e-01 -1.21771763e-01 -4.21012153e-02
2.04360545e-01 6.77371292e-02]
[ 1.09442519e-01 7.77287571e-02 -4.69273812e-02 -1.00551041e-01
-1.00892083e-01 -3.30078545e-01 1.09665637e-01 8.68225386e-03
1.41832140e-01 9.00751722e-02]
[ -9.92892797e-02 2.99319362e-03 -1.55076222e-02 2.23101951e-02
1.15591398e-02 -2.03329538e-01 -8.79622046e-02 -1.98247169e-02
1.48158287e-02 1.27913326e-01]
[ -1.40523442e-01 -6.32522493e-02 -1.95476938e-01 2.28451591e-03
-2.79107042e-01 -6.53907185e-03 -1.68187425e-02 -2.32753658e-02
7.68515314e-03 6.81774315e-02]
[ -2.88005743e-02 -7.21722768e-02 -7.40945273e-02 -1.25724234e-01
5.26371035e-01 2.75597885e-01 5.44707229e-01 1.13215181e-01
-1.80523034e-01 -3.73113319e-01]
[ -1.64526282e-02 -3.67213309e-01 -2.99601766e-02 -7.41159292e-02
6.62332934e-01 1.01350997e-01 5.06246632e-01 9.14230120e-02
2.81849287e-02 -3.82330678e-01]
[ 1.23564885e-02 -4.20530203e-01 -4.25990300e-02 -1.06439939e-01
6.75824476e-01 2.34376434e-02 4.72537728e-01 4.88323539e-02
-3.62405004e-01 -2.16486589e-01]
[ -1.61815808e-01 -5.59276050e-01 -5.99141016e-03 -1.93446110e-01
7.39339259e-01 -9.34705969e-02 5.88069418e-01 -8.19520887e-02
-6.01660999e-02 9.10669599e-02]
[ -2.84338837e-01 -3.66118528e-01 5.85367133e-02 -3.98414003e-02
9.00771651e-01 1.40107464e-01 3.87095960e-01 4.82662007e-02
-8.31361839e-02 -1.28432044e-01]
[ -1.96482959e-01 -2.68474869e-01 2.53730083e-01 -2.35742808e-01
6.40478685e-01 -4.64670046e-02 6.54036543e-01 1.37279732e-02
-2.50750431e-01 -2.17109309e-02]
[ -1.24185169e-01 -2.02379980e-01 -1.78465755e-01 -9.53782315e-02
4.71080563e-01 -2.31862847e-01 1.58819382e-01 1.69559816e-01
-4.80607171e-03 -1.13182363e-01]
[ 1.14484247e-01 2.44987870e-01 1.65433760e-01 -8.65935822e-02
-9.26055483e-02 4.84668777e-02 -1.52980522e-01 2.83632635e-01
7.82409949e-02 1.79566619e-01]
[ 3.49883629e-01 3.13543235e-01 -8.32714250e-02 3.15503184e-01
-8.91284999e-01 -2.87846071e-01 -4.74043820e-01 1.77678631e-01
3.81009965e-01 -3.52061794e-02]
[ 4.81446922e-02 1.44310024e-01 2.53366564e-01 2.52433662e-01
-6.39164843e-02 -1.96296477e-01 -1.82636615e-01 -1.32844558e-01
-1.38489126e-01 -2.86391590e-01]
[ 2.53858441e-02 -5.21473922e-02 -1.17415005e-01 -5.16193687e-02
2.38952043e-01 4.04053928e-02 -1.16132722e-02 -1.84247177e-01
3.62724523e-02 2.10959464e-01]
[ 3.90594091e-03 -4.73041979e-02 -6.53516170e-02 -4.59230951e-02
-3.20102726e-02 -1.77825751e-01 8.09099508e-02 1.04545698e-02
4.10998983e-02 1.15599362e-02]
[ 2.60909788e-02 6.12326331e-02 2.43240996e-01 7.02759236e-02
-2.14577033e-01 -1.33224251e-01 1.21607572e-01 3.94240897e-02
-1.88721324e-01 1.04471352e-01]
[ 7.26048578e-02 3.09903850e-02 1.08381477e-01 9.62085408e-03
-2.43840377e-01 6.86513402e-02 6.63201563e-02 -2.70570956e-01
-1.56264855e-02 -8.64132881e-02]
[ -1.26542745e-02 8.33685597e-02 8.40797118e-02 -3.09849702e-02
-3.16853050e-02 1.81742222e-01 1.05486107e-01 1.18494131e-01
-2.22597325e-02 1.72432650e-01]
[ 2.17973952e-01 5.75388039e-02 2.75728070e-02 7.83877727e-02
5.81409640e-02 -2.16796688e-02 -1.51881017e-01 1.48315913e-01
-5.65942268e-02 -2.22719124e-02]
[ 3.82761081e-02 -2.56689291e-02 1.52337480e-02 3.56489906e-02
-3.88711493e-01 -1.21251546e-01 -1.93537126e-01 4.09351083e-02
1.15993422e-01 1.89455429e-01]
[ 3.89397321e-02 5.20520626e-01 1.19172730e-01 4.05197745e-01
-1.06768960e+00 -3.03485652e-01 -6.14552544e-01 -7.30675116e-02
2.81102806e-01 3.26634143e-01]
[ 1.75429432e-01 5.02521707e-01 6.26605233e-02 4.14205023e-01
-8.40369734e-01 -8.21176798e-02 -4.43383045e-01 1.50582389e-01
2.01718060e-01 4.82010530e-01]
[ 2.57907734e-01 2.98095357e-01 2.46101583e-01 1.44898196e-01
-4.05345631e-01 8.10028786e-02 -2.08475927e-01 1.62664454e-01
2.37889043e-01 7.64355038e-02]
[ -7.53212372e-02 2.12442691e-01 2.40955794e-01 1.36793560e-02
-2.73533351e-02 1.31734102e-01 -9.21541091e-02 -1.52396943e-02
-3.52284755e-02 4.79813680e-02]
[ -9.69776515e-02 -5.66677363e-03 2.54941236e-02 9.47227220e-02
-5.36328648e-02 1.15694923e-01 2.55588381e-01 2.03569718e-02
-2.73762582e-01 -9.20122034e-02]
[ -2.18717960e-01 -1.99419748e-02 -9.25867537e-02 -3.42582765e-01
1.77218041e-01 1.19313824e-01 9.98420163e-02 1.03626096e-01
-2.06265157e-01 3.37285565e-02]
[ 1.10577358e-02 -3.73368932e-01 -1.26992199e-01 -1.61340400e-01
3.71118700e-01 2.60585613e-02 1.73190261e-01 1.52581816e-01
-1.64822369e-01 -2.20475986e-01]
[ 1.41758632e-01 -1.81969595e-01 -1.41655645e-01 7.70853948e-04
9.54015967e-02 -5.92206988e-02 1.51342372e-02 -1.49428636e-01
1.33973934e-01 -1.15151811e-01]
[ -1.21878264e-01 1.08641095e-01 2.58984409e-01 -2.17650633e-02
1.85651631e-01 8.66017465e-02 1.69614287e-02 -2.98575186e-01
-1.21248050e-01 -6.50063282e-02]
[ -3.52970287e-01 5.73483622e-02 1.07318641e-02 -3.49911188e-02
1.66887381e-01 -1.69775930e-01 -1.03571288e-02 2.34344271e-01
-9.48381673e-02 6.99004092e-02]
[ 1.45123589e-01 6.61208009e-02 -2.38110398e-01 -9.31718918e-02
1.33585976e-01 -2.93275689e-01 3.85363313e-02 -1.68349323e-01
-4.75140969e-03 -1.93537709e-01]
[ 2.11226316e-01 -1.56335349e-01 6.29963764e-02 -2.31545742e-02
8.34556615e-02 -3.31437356e-02 9.71453251e-03 -1.36824471e-01
1.12155684e-01 -1.80095836e-01]
[ -1.05373814e-01 -5.17191079e-02 1.20874067e-01 1.08044733e-01
4.65379387e-02 -1.12361357e-01 2.47727288e-01 -7.76066106e-02
1.83618774e-01 -4.90903404e-03]
[ 3.66407446e-03 -1.69780401e-01 2.05215976e-01 -2.37680814e-01
2.84782480e-02 1.12612296e-01 4.93426569e-02 -1.15378168e-01
2.68181210e-02 2.29128106e-01]]
[[ 0.60295462]
[ 1.50591493]
[ 0.26631636]
[ 0.85147532]
[-2.63105858]
[-0.27115436]
[-1.55862419]
[ 0.05358508]
[ 0.66760936]
[ 0.87948164]]
Progress: 26.2% ... Training loss: 0.292 ... Validation loss: 0.459[[ 1.62815596e-01 2.08651593e-01 -1.07874401e-01 1.09875063e-01
-5.17061038e-01 -7.18364676e-02 -5.95905567e-02 1.23009301e-01
-6.39808955e-02 1.88903541e-01]
[ 1.23664730e-02 1.58084467e-01 -2.05514310e-02 3.98643070e-02
1.03868074e-01 -5.06607422e-03 3.09721736e-01 4.11292006e-02
1.37910142e-01 -3.10719448e-02]
[ 1.72189538e-01 5.11695907e-01 1.15185604e-02 3.10165976e-03
2.97357513e-01 -3.09194741e-02 -5.92686459e-01 -3.85763936e-02
6.03695983e-02 2.79729127e-01]
[ -7.20443045e-03 -2.95819997e-01 -2.29164363e-01 6.08519351e-02
-2.49557195e-02 1.56747614e-01 1.27701204e-01 5.72072054e-02
3.82464054e-02 1.57772666e-01]
[ -6.69195860e-03 1.47501392e-01 -1.44414637e-01 4.76002881e-02
5.41301684e-02 -1.81502903e-01 4.74412795e-02 -1.18766119e-01
-1.81319975e-01 -3.34425092e-03]
[ -3.58406472e-01 -4.50384247e-01 -2.88008568e-01 1.67656924e-01
1.08109724e-01 3.98005113e-02 1.41676658e-01 -3.56747462e-02
-1.97543441e-03 1.96475747e-02]
[ -7.34019879e-03 -1.97244788e-01 8.26651488e-03 8.56522070e-02
6.27746476e-03 -6.95717252e-02 1.84651642e-01 -1.90564961e-01
1.85351780e-01 2.50877973e-02]
[ 1.15663684e-01 -2.28853814e-01 3.50773407e-02 -6.46286836e-02
1.01260874e-01 -4.83196725e-02 6.00645579e-02 1.21074917e-01
8.15158104e-02 -1.95609424e-02]
[ -1.73708120e-01 -1.07588247e-01 -3.05531813e-01 -2.48101760e-02
7.52187997e-03 7.04622385e-02 -1.82253648e-01 -2.87002475e-02
2.57173761e-01 -1.31308255e-01]
[ 7.02571058e-02 -3.13560018e-01 9.52821094e-02 4.67393729e-02
6.02723146e-02 -1.19701353e-01 9.86254430e-02 -1.00802343e-01
2.99575563e-02 1.31836100e-01]
[ -8.08711740e-02 2.63422520e-02 -4.42081422e-04 -1.51229379e-01
3.11493987e-02 2.11032174e-02 1.28152650e-01 -1.02563286e-01
-1.85810645e-02 -1.27244910e-01]
[ -1.19883695e-01 -1.01465211e-01 -7.25862571e-02 -1.53269122e-02
3.99481345e-01 1.04058747e-01 6.55080774e-02 -1.65881768e-02
-1.76525217e-01 -2.19495957e-01]
[ -1.56450021e-01 5.22730026e-03 6.21736137e-02 2.24536097e-02
-1.73961743e-01 -2.19982265e-01 -1.79225683e-01 -1.96963308e-01
8.76352615e-02 1.74907295e-01]
[ -2.39879693e-01 -2.35964280e-01 1.11253190e-01 2.54385190e-01
-8.86294760e-02 -7.73426940e-02 -2.97007862e-02 -2.56616701e-01
-2.28958202e-01 -2.72500203e-02]
[ 1.13621559e-01 -1.04824390e-01 -1.82972795e-02 1.24638005e-01
-2.24834757e-02 -8.84463469e-02 1.63451181e-01 3.95146184e-03
3.35541647e-02 1.91224846e-02]
[ 4.26840588e-02 -5.09044676e-02 -2.08908874e-01 1.56356673e-01
-5.89746614e-02 8.35110003e-02 -8.20973813e-02 -1.94179044e-02
-8.61016937e-02 2.96896925e-03]
[ -1.23237932e-01 -6.71789541e-02 -2.03937530e-01 1.52906510e-01
3.68707136e-03 1.35252053e-01 1.28145565e-02 -2.50338933e-01
6.68818630e-02 -2.03239448e-01]
[ -7.64930493e-02 -5.15798261e-02 2.73044832e-01 8.82631911e-02
1.51087590e-01 -5.80408588e-02 -1.09085137e-01 1.20048460e-01
6.37185816e-02 2.27285326e-02]
[ 5.33206322e-02 -3.03062468e-02 8.69655799e-02 8.67826976e-02
7.31037337e-02 -1.67593331e-02 2.43197486e-01 1.20547515e-01
-3.25979265e-02 -6.69118364e-02]
[ 6.43837875e-03 -1.54259008e-01 -2.91836965e-01 -5.29893827e-02
2.08474422e-01 -9.05943194e-02 1.68312158e-01 1.63816647e-01
1.05862410e-01 -3.17587377e-02]
[ 5.24950919e-02 -1.28491792e-03 -1.15886239e-01 4.69143235e-02
-9.68151352e-02 3.21626826e-01 2.52394839e-01 2.05317049e-01
-1.59203315e-01 -5.74647372e-02]
[ -2.19677306e-03 -3.06373822e-02 1.19488977e-01 9.74167091e-02
1.86321647e-02 1.08268490e-01 -1.24518681e-01 -4.19938393e-02
2.05647968e-01 6.94362440e-02]
[ 1.08956216e-01 7.66047517e-02 -4.71037871e-02 -1.01237796e-01
-9.86875085e-02 -3.29883095e-01 1.10899187e-01 8.64149145e-03
1.41310743e-01 8.93693265e-02]
[ -9.91254030e-02 3.26774617e-03 -1.54313815e-02 2.25740149e-02
1.05224511e-02 -2.03425083e-01 -8.85470103e-02 -1.98084558e-02
1.50632457e-02 1.28167187e-01]
[ -1.40427511e-01 -6.31936892e-02 -1.95441481e-01 2.43543805e-03
-2.79567501e-01 -6.58343960e-03 -1.68943714e-02 -2.32663931e-02
7.81164346e-03 6.83273175e-02]
[ -2.91625327e-02 -7.30662645e-02 -7.42627401e-02 -1.26280196e-01
5.27993284e-01 2.75758350e-01 5.45709847e-01 1.13181467e-01
-1.80929265e-01 -3.73681782e-01]
[ -1.60690291e-02 -3.66881289e-01 -2.97978151e-02 -7.35578141e-02
6.60558531e-01 1.01170837e-01 5.05718032e-01 9.14592892e-02
2.86374198e-02 -3.81808658e-01]
[ 1.23369344e-02 -4.20681596e-01 -4.26083037e-02 -1.06473294e-01
6.75905174e-01 2.34499382e-02 4.72633382e-01 4.88308114e-02
-3.62433242e-01 -2.16521624e-01]
[ -1.61684634e-01 -5.59288937e-01 -5.93232534e-03 -1.93242826e-01
7.38754789e-01 -9.35352542e-02 5.87959535e-01 -8.19397714e-02
-6.00090166e-02 9.12857246e-02]
[ -2.84305032e-01 -3.66349507e-01 5.85825323e-02 -3.96886301e-02
9.00227837e-01 1.40056794e-01 3.87185944e-01 4.82748018e-02
-8.30343605e-02 -1.28286237e-01]
[ -1.96325394e-01 -2.68495921e-01 2.53820895e-01 -2.35450898e-01
6.39737307e-01 -4.65526858e-02 6.53975937e-01 1.37468650e-02
-2.50521807e-01 -2.13925298e-02]
[ -1.24006972e-01 -2.01964498e-01 -1.78388354e-01 -9.51178252e-02
4.70400997e-01 -2.31941853e-01 1.58344338e-01 1.69575757e-01
-4.60606037e-03 -1.12913687e-01]
[ 1.14851597e-01 2.46051509e-01 1.65605558e-01 -8.60029017e-02
-9.44991141e-02 4.82859141e-02 -1.54040755e-01 2.83668207e-01
7.87215975e-02 1.80158051e-01]
[ 3.51260015e-01 3.16531451e-01 -8.26413553e-02 3.17321014e-01
-8.94782117e-01 -2.88452490e-01 -4.77660629e-01 1.77800276e-01
3.82614698e-01 -3.29400580e-02]
[ 4.79705140e-02 1.43821634e-01 2.53274997e-01 2.52153086e-01
-6.30151511e-02 -1.96207336e-01 -1.82142783e-01 -1.32862987e-01
-1.38716565e-01 -2.86693529e-01]
[ 2.57404535e-02 -5.15376051e-02 -1.17261607e-01 -5.10685853e-02
2.36876194e-01 4.02252500e-02 -1.24260749e-02 -1.84214182e-01
3.66885043e-02 2.11520686e-01]
[ 4.14535965e-03 -4.67893548e-02 -6.52349268e-02 -4.55731605e-02
-3.31317473e-02 -1.77943444e-01 8.02351002e-02 1.04783646e-02
4.13961394e-02 1.18510557e-02]
[ 2.60578341e-02 6.11677120e-02 2.43232662e-01 7.01926301e-02
-2.14314931e-01 -1.33207255e-01 1.21615752e-01 3.94163627e-02
-1.88747701e-01 1.04496056e-01]
[ 7.26493804e-02 3.12318007e-02 1.08406312e-01 9.69076802e-03
-2.44182015e-01 6.86070065e-02 6.61586485e-02 -2.70568487e-01
-1.56075690e-02 -8.62895536e-02]
[ -1.24157585e-02 8.39661016e-02 8.41657429e-02 -3.07265001e-02
-3.25102400e-02 1.81662331e-01 1.04858382e-01 1.18510320e-01
-2.20507081e-02 1.72729980e-01]
[ 2.17590681e-01 5.67205538e-02 2.73865443e-02 7.77851210e-02
5.98521696e-02 -2.15192557e-02 -1.50900399e-01 1.48278596e-01
-5.70578996e-02 -2.28938898e-02]
[ 3.76633274e-02 -2.71222071e-02 1.49829324e-02 3.47567801e-02
-3.86065564e-01 -1.20980184e-01 -1.91986564e-01 4.08790691e-02
1.15330498e-01 1.88538286e-01]
[ 3.80455644e-02 5.18448215e-01 1.18761313e-01 4.03981029e-01
-1.06454734e+00 -3.03093606e-01 -6.12436602e-01 -7.31477856e-02
2.80136900e-01 3.25245948e-01]
[ 1.75756809e-01 5.03304982e-01 6.28295430e-02 4.14660514e-01
-8.41785299e-01 -8.23070396e-02 -4.44079753e-01 1.50611698e-01
2.02092206e-01 4.82352673e-01]
[ 2.57735930e-01 2.97653410e-01 2.46024491e-01 1.44650337e-01
-4.04575378e-01 8.10833790e-02 -2.08041254e-01 1.62648599e-01
2.37697156e-01 7.61759015e-02]
[ -7.45721466e-02 2.14226246e-01 2.41252001e-01 1.47335017e-02
-3.04774615e-02 1.31402447e-01 -9.40409080e-02 -1.51750706e-02
-3.44215548e-02 4.90549588e-02]
[ -9.72608665e-02 -6.44789658e-03 2.53572024e-02 9.42856826e-02
-5.23007071e-02 1.15832066e-01 2.56388721e-01 2.03290886e-02
-2.74105217e-01 -9.24307428e-02]
[ -2.18859324e-01 -2.01602312e-02 -9.26354392e-02 -3.42776050e-01
1.77800199e-01 1.19377104e-01 1.00149804e-01 1.03613707e-01
-2.06412889e-01 3.35285266e-02]
[ 1.07948188e-02 -3.73978144e-01 -1.27119050e-01 -1.61764988e-01
3.72392431e-01 2.61930765e-02 1.73934913e-01 1.52555606e-01
-1.65153671e-01 -2.20908388e-01]
[ 1.41629979e-01 -1.82358794e-01 -1.41693224e-01 5.50510222e-04
9.57737339e-02 -5.91754818e-02 1.56979114e-02 -1.49452993e-01
1.33843892e-01 -1.15368819e-01]
[ -1.21445622e-01 1.09603085e-01 2.59183639e-01 -2.10361446e-02
1.83776478e-01 8.63652993e-02 1.60968757e-02 -2.98532422e-01
-1.20785271e-01 -6.43001918e-02]
[ -3.52863447e-01 5.71309268e-02 1.07614368e-02 -3.49460997e-02
1.67268152e-01 -1.69836175e-01 -1.05063783e-02 2.34349976e-01
-9.47210282e-02 7.00883583e-02]
[ 1.44706308e-01 6.50077474e-02 -2.38286513e-01 -9.37204224e-02
1.34877254e-01 -2.93163379e-01 3.95393982e-02 -1.68386427e-01
-5.15473405e-03 -1.94139643e-01]
[ 2.10961288e-01 -1.57012560e-01 6.28605183e-02 -2.37255211e-02
8.59018939e-02 -3.29843679e-02 1.02944994e-02 -1.36850018e-01
1.11836892e-01 -1.80509137e-01]
[ -1.05078939e-01 -5.13549337e-02 1.21010533e-01 1.08494165e-01
4.52001964e-02 -1.12504740e-01 2.47136859e-01 -7.75774244e-02
1.83973607e-01 -4.53043242e-03]
[ 4.88393274e-03 -1.67637977e-01 2.05768353e-01 -2.35918163e-01
2.29068948e-02 1.12063001e-01 4.67134563e-02 -1.15267566e-01
2.82878555e-02 2.30989405e-01]]
[[ 0.60477816]
[ 1.50541319]
[ 0.26999202]
[ 0.85686921]
[-2.63012085]
[-0.26535515]
[-1.54826954]
[ 0.05744899]
[ 0.67183637]
[ 0.88178332]]
Progress: 26.2% ... Training loss: 0.291 ... Validation loss: 0.463[[ 1.64526285e-01 2.12598836e-01 -1.07079577e-01 1.12502078e-01
-5.24534298e-01 -7.26259057e-02 -6.31840114e-02 1.23181381e-01
-6.19537245e-02 1.91207481e-01]
[ 1.26323584e-02 1.58553425e-01 -2.04371909e-02 4.02495675e-02
1.02785011e-01 -5.17788385e-03 3.09026354e-01 4.11541709e-02
1.38208388e-01 -3.07176424e-02]
[ 1.73479503e-01 5.17055571e-01 1.20788941e-02 4.75287418e-03
2.92096247e-01 -3.13984181e-02 -5.96574179e-01 -3.84614271e-02
6.17195351e-02 2.81170033e-01]
[ -6.49549548e-03 -2.94793375e-01 -2.28801535e-01 6.19684222e-02
-2.65968933e-02 1.56418222e-01 1.26169645e-01 5.72784935e-02
3.91141899e-02 1.59117442e-01]
[ -6.68991897e-03 1.47393101e-01 -1.44386082e-01 4.77656078e-02
5.36372032e-02 -1.81523968e-01 4.74302895e-02 -1.18741460e-01
-1.81228014e-01 -3.12581520e-03]
[ -3.57819271e-01 -4.50222714e-01 -2.87726967e-01 1.68736696e-01
1.04788807e-01 3.94628296e-02 1.41118766e-01 -3.56058852e-02
-1.18403701e-03 2.05576764e-02]
[ -6.61339933e-03 -1.95654400e-01 8.58845892e-03 8.67981616e-02
2.26726527e-03 -6.99211952e-02 1.82798127e-01 -1.90489852e-01
1.86171737e-01 2.62112232e-02]
[ 1.16180774e-01 -2.27568476e-01 3.53533128e-02 -6.38088582e-02
9.82328583e-02 -4.85531440e-02 5.92832872e-02 1.21125439e-01
8.21979186e-02 -1.90426977e-02]
[ -1.73681668e-01 -1.07915395e-01 -3.05503719e-01 -2.47888621e-02
8.01145280e-03 7.04554265e-02 -1.81751731e-01 -2.86939763e-02
2.57197509e-01 -1.31328841e-01]
[ 7.08519066e-02 -3.12979631e-01 9.55734702e-02 4.78428230e-02
5.59231270e-02 -1.20000662e-01 9.82404644e-02 -1.00731275e-01
3.08175589e-02 1.32490551e-01]
[ -7.99212322e-02 2.81496829e-02 2.51177555e-05 -1.49800527e-01
2.71486291e-02 2.06348871e-02 1.26367246e-01 -1.02470898e-01
-1.75407546e-02 -1.25917319e-01]
[ -1.19570895e-01 -1.01142918e-01 -7.24372072e-02 -1.47923483e-02
3.97961743e-01 1.03898951e-01 6.49876988e-02 -1.65508690e-02
-1.76108320e-01 -2.18946812e-01]
[ -1.56450021e-01 5.22730026e-03 6.21736137e-02 2.24536097e-02
-1.73961743e-01 -2.19982265e-01 -1.79225683e-01 -1.96963308e-01
8.76352615e-02 1.74907295e-01]
[ -2.39481161e-01 -2.35606164e-01 1.11486698e-01 2.55144025e-01
-9.10662095e-02 -7.75839526e-02 -3.03411668e-02 -2.56565664e-01
-2.28390661e-01 -2.65414300e-02]
[ 1.13660472e-01 -1.04932002e-01 -1.82949392e-02 1.24689193e-01
-2.25527911e-02 -8.84675770e-02 1.63592474e-01 3.95274243e-03
3.35807554e-02 1.91330529e-02]
[ 4.25705543e-02 -5.17945669e-02 -2.08965687e-01 1.56241784e-01
-5.88651618e-02 8.35458766e-02 -8.14636468e-02 -1.94245810e-02
-8.61975071e-02 2.78699671e-03]
[ -1.23256504e-01 -6.73177476e-02 -2.03933274e-01 1.52889830e-01
3.82926485e-03 1.35265450e-01 1.29425701e-02 -2.50337099e-01
6.68741823e-02 -2.03236762e-01]
[ -7.56398508e-02 -4.96396242e-02 2.73389609e-01 8.95269747e-02
1.47126017e-01 -5.84234459e-02 -1.11276551e-01 1.20125725e-01
6.46648030e-02 2.39976499e-02]
[ 5.42136463e-02 -2.78979523e-02 8.73804708e-02 8.81526752e-02
6.87606341e-02 -1.71918691e-02 2.40733885e-01 1.20642000e-01
-3.15540936e-02 -6.55895524e-02]
[ 7.48660236e-03 -1.51947227e-01 -2.91322937e-01 -5.13780024e-02
2.03055346e-01 -9.10574102e-02 1.66289825e-01 1.63922770e-01
1.07135921e-01 -3.04362881e-02]
[ 5.16426132e-02 -3.20918505e-03 -1.16279284e-01 4.56262901e-02
-9.28747466e-02 3.22010514e-01 2.54557221e-01 2.05228534e-01
-1.60199236e-01 -5.87100355e-02]
[ -2.05522917e-03 -3.04356428e-02 1.19559465e-01 9.75802401e-02
1.85246332e-02 1.08198781e-01 -1.24468025e-01 -4.19795319e-02
2.05749619e-01 6.95629843e-02]
[ 1.08746206e-01 7.59621377e-02 -4.71988175e-02 -1.01549697e-01
-9.75898058e-02 -3.29767895e-01 1.11548549e-01 8.62141744e-03
1.41105002e-01 8.90240333e-02]
[ -9.92094763e-02 2.92751891e-03 -1.54632298e-02 2.24638061e-02
1.08795669e-02 -2.03391611e-01 -8.82676486e-02 -1.98155312e-02
1.49826031e-02 1.28062270e-01]
[ -1.40664756e-01 -6.36600986e-02 -1.95541425e-01 2.12531866e-03
-2.78746633e-01 -6.48109617e-03 -1.63122068e-02 -2.32896229e-02
7.55530324e-03 6.79735501e-02]
[ -2.93857949e-02 -7.36492237e-02 -7.43654381e-02 -1.26610232e-01
5.29005042e-01 2.75862571e-01 5.46382639e-01 1.13159553e-01
-1.81188894e-01 -3.74055588e-01]
[ -1.60625736e-02 -3.67196654e-01 -2.98005129e-02 -7.35331999e-02
6.60450419e-01 1.01166290e-01 5.05903471e-01 9.14613190e-02
2.86586438e-02 -3.81818674e-01]
[ 1.22972330e-02 -4.21195898e-01 -4.26168518e-02 -1.06485051e-01
6.75847560e-01 2.34485287e-02 4.73049507e-01 4.88314299e-02
-3.62459790e-01 -2.16579866e-01]
[ -1.61755125e-01 -5.59507767e-01 -5.96523518e-03 -1.93345960e-01
7.39007393e-01 -9.35034424e-02 5.88185766e-01 -8.19468493e-02
-6.00993438e-02 9.12036155e-02]
[ -2.84412811e-01 -3.66674143e-01 5.85419773e-02 -3.98237376e-02
9.00358707e-01 1.40090243e-01 3.87582591e-01 4.82672373e-02
-8.31350378e-02 -1.28403745e-01]
[ -1.96228060e-01 -2.68506199e-01 2.53876186e-01 -2.35281298e-01
6.39264573e-01 -4.65943965e-02 6.53925392e-01 1.37577197e-02
-2.50395737e-01 -2.12092570e-02]
[ -1.24280556e-01 -2.02675460e-01 -1.78496345e-01 -9.54714981e-02
4.71266993e-01 -2.31836024e-01 1.59128863e-01 1.69552758e-01
-4.85103474e-03 -1.13266505e-01]
[ 1.15510938e-01 2.47756869e-01 1.65914771e-01 -8.50268827e-02
-9.75001524e-02 4.79826728e-02 -1.55685561e-01 2.83728251e-01
7.94793683e-02 1.81020743e-01]
[ 3.51471601e-01 3.17200260e-01 -8.25416643e-02 3.17667503e-01
-8.95590002e-01 -2.88557704e-01 -4.78209059e-01 1.77813854e-01
3.82867389e-01 -3.26345230e-02]
[ 4.77373901e-02 1.43271748e-01 2.53168952e-01 2.51820491e-01
-6.20164161e-02 -1.96105168e-01 -1.81560209e-01 -1.32884762e-01
-1.38978972e-01 -2.87034767e-01]
[ 2.54564485e-02 -5.22542638e-02 -1.17378153e-01 -5.14493066e-02
2.37697608e-01 4.03315043e-02 -1.16586807e-02 -1.84237619e-01
3.63975043e-02 2.11171241e-01]
[ 3.93213021e-03 -4.73653579e-02 -6.53238605e-02 -4.58896946e-02
-3.21839854e-02 -1.77847146e-01 8.07108976e-02 1.04567685e-02
4.11684317e-02 1.15210449e-02]
[ 2.61521919e-02 6.14225482e-02 2.43273330e-01 7.03545614e-02
-2.14839425e-01 -1.33260685e-01 1.21373716e-01 3.94277956e-02
-1.88626307e-01 1.04649710e-01]
[ 7.35041076e-02 3.33671286e-02 1.08745775e-01 1.09325654e-02
-2.47903674e-01 6.82276412e-02 6.39878805e-02 -2.70493300e-01
-1.46531859e-02 -8.50656430e-02]
[ -1.33050049e-02 8.18021337e-02 8.37621856e-02 -3.20577500e-02
-2.84552065e-02 1.82064580e-01 1.07096570e-01 1.18423463e-01
-2.30770382e-02 1.71420218e-01]
[ 2.17184201e-01 5.57319593e-02 2.71957672e-02 7.71744153e-02
6.15571149e-02 -2.13368791e-02 -1.49910854e-01 1.48237910e-01
-5.75317467e-02 -2.35119412e-02]
[ 3.78443779e-02 -2.66061121e-02 1.50559375e-02 3.49924478e-02
-3.86812242e-01 -1.21067782e-01 -1.92513849e-01 4.08958667e-02
1.15498825e-01 1.88789876e-01]
[ 3.89792697e-02 5.20459232e-01 1.19209261e-01 4.05357615e-01
-1.06859119e+00 -3.03443088e-01 -6.14306180e-01 -7.30534327e-02
2.81219953e-01 3.26538013e-01]
[ 1.76514006e-01 5.04788930e-01 6.32084685e-02 4.15803751e-01
-8.45284768e-01 -8.26832992e-02 -4.45364827e-01 1.50692786e-01
2.02920091e-01 4.83286549e-01]
[ 2.58040839e-01 2.98418072e-01 2.46167634e-01 1.45124253e-01
-4.06031742e-01 8.09430947e-02 -2.08840873e-01 1.62681222e-01
2.38053874e-01 7.66519329e-02]
[ -7.46041089e-02 2.14113720e-01 2.41250980e-01 1.47280835e-02
-3.04740296e-02 1.31398319e-01 -9.39768749e-02 -1.51743275e-02
-3.44228687e-02 4.90572604e-02]
[ -9.70571127e-02 -5.87973328e-03 2.54486110e-02 9.46208167e-02
-5.31738716e-02 1.15736538e-01 2.55706157e-01 2.03514545e-02
-2.73836725e-01 -9.21092439e-02]
[ -2.18829975e-01 -2.01000628e-02 -9.26230805e-02 -3.42734207e-01
1.77666760e-01 1.19363806e-01 1.00075164e-01 1.03616607e-01
-2.06379124e-01 3.35727637e-02]
[ 1.10914579e-02 -3.73651450e-01 -1.27000276e-01 -1.61314026e-01
3.71176826e-01 2.60564783e-02 1.73340208e-01 1.52585660e-01
-1.64803472e-01 -2.20484857e-01]
[ 1.42311007e-01 -1.81120883e-01 -1.41384540e-01 1.60275223e-03
9.25099646e-02 -5.94994212e-02 1.45142434e-02 -1.49386638e-01
1.34638324e-01 -1.14385707e-01]
[ -1.20800526e-01 1.10813229e-01 2.59502365e-01 -2.00084834e-02
1.80550684e-01 8.60458700e-02 1.46416931e-02 -2.98459971e-01
-1.19973187e-01 -6.34798108e-02]
[ -3.52848180e-01 5.71146976e-02 1.07851201e-02 -3.48460553e-02
1.66933890e-01 -1.69868998e-01 -1.02935173e-02 2.34347320e-01
-9.46868962e-02 7.01012265e-02]
[ 1.44471554e-01 6.42647679e-02 -2.38418814e-01 -9.40557167e-02
1.35918017e-01 -2.93081438e-01 4.01938215e-02 -1.68403288e-01
-5.41215268e-03 -1.94515727e-01]
[ 2.11266917e-01 -1.56734132e-01 6.30353457e-02 -2.32857360e-02
8.46795382e-02 -3.31034349e-02 1.01770443e-02 -1.36815103e-01
1.12186336e-01 -1.80131096e-01]
[ -1.05196464e-01 -5.15917651e-02 1.20986307e-01 1.08412932e-01
4.52236488e-02 -1.12478958e-01 2.47431150e-01 -7.75855158e-02
1.83885351e-01 -4.66649377e-03]
[ 5.44673303e-03 -1.66658310e-01 2.06006569e-01 -2.35054503e-01
2.00193007e-02 1.11823102e-01 4.56174259e-02 -1.15212916e-01
2.89606480e-02 2.31838335e-01]]
[[ 0.61315828]
[ 1.51474807]
[ 0.27807415]
[ 0.86623143]
[-2.6259676 ]
[-0.25928101]
[-1.5432998 ]
[ 0.06424388]
[ 0.68088621]
[ 0.89137832]]
Progress: 26.3% ... Training loss: 0.292 ... Validation loss: 0.466[[ 1.65816377e-01 2.15497057e-01 -1.06387277e-01 1.14465816e-01
-5.30095779e-01 -7.31712892e-02 -6.59251230e-02 1.23321599e-01
-6.02788364e-02 1.92787450e-01]
[ 1.27148006e-02 1.58507002e-01 -2.03770685e-02 4.04823078e-02
1.02244807e-01 -5.20253673e-03 3.08852472e-01 4.11653829e-02
1.38423971e-01 -3.05575260e-02]
[ 1.75992052e-01 5.22722776e-01 1.32261943e-02 7.98276963e-03
2.80793690e-01 -3.24379100e-02 -6.02054821e-01 -3.81940231e-02
6.45673802e-02 2.84185214e-01]
[ -7.38874173e-03 -2.96950478e-01 -2.29115759e-01 6.09858685e-02
-2.34200767e-02 1.56710388e-01 1.27670765e-01 5.71920639e-02
3.81622117e-02 1.58263734e-01]
[ -5.10766648e-03 1.51154693e-01 -1.43605302e-01 5.00842641e-02
4.74679787e-02 -1.82232625e-01 4.39012497e-02 -1.18550806e-01
-1.79430548e-01 -6.40949419e-04]
[ -3.59223620e-01 -4.53508071e-01 -2.88342526e-01 1.66887146e-01
1.10514666e-01 4.00385139e-02 1.44873462e-01 -3.57473142e-02
-2.70529287e-03 1.85174849e-02]
[ -8.61174277e-03 -2.00580677e-01 7.59373944e-03 8.37234505e-02
1.03052238e-02 -6.90043725e-02 1.87707111e-01 -1.90720332e-01
1.83910452e-01 2.29464319e-02]
[ 1.18867110e-01 -2.21312787e-01 3.66890671e-02 -5.97488965e-02
8.61914893e-02 -4.97339446e-02 5.34078130e-02 1.21430296e-01
8.53785660e-02 -1.53161014e-02]
[ -1.73479328e-01 -1.07535529e-01 -3.05410340e-01 -2.45588592e-02
7.29926136e-03 7.03893631e-02 -1.82165286e-01 -2.86778872e-02
2.57401777e-01 -1.31067011e-01]
[ 7.08155303e-02 -3.13154913e-01 9.56039487e-02 4.79330383e-02
5.49353504e-02 -1.19969296e-01 9.96097705e-02 -1.00730157e-01
3.09776406e-02 1.31939779e-01]
[ -8.03574676e-02 2.69450039e-02 -1.70100780e-04 -1.50457136e-01
2.87857506e-02 2.08269798e-02 1.27325876e-01 -1.02515559e-01
-1.80290968e-02 -1.26582126e-01]
[ -1.19612299e-01 -1.01339036e-01 -7.24536116e-02 -1.48602505e-02
3.98322656e-01 1.03921135e-01 6.50344137e-02 -1.65582893e-02
-1.76177685e-01 -2.19047789e-01]
[ -1.56450021e-01 5.22730026e-03 6.21736137e-02 2.24536097e-02
-1.73961743e-01 -2.19982265e-01 -1.79225683e-01 -1.96963308e-01
8.76352615e-02 1.74907295e-01]
[ -2.39819233e-01 -2.36279924e-01 1.11332617e-01 2.54695586e-01
-8.98031121e-02 -7.74431410e-02 -2.95320231e-02 -2.56599902e-01
-2.28772110e-01 -2.70721532e-02]
[ 1.13912597e-01 -1.04597977e-01 -1.81587174e-02 1.25074286e-01
-2.34544091e-02 -8.85845269e-02 1.63228676e-01 3.98149769e-03
3.38703330e-02 1.95001548e-02]
[ 4.16338497e-02 -5.39914960e-02 -2.09387633e-01 1.54954356e-01
-5.48581977e-02 8.39401475e-02 -7.91589913e-02 -1.95220629e-02
-8.72361911e-02 1.42185608e-03]
[ -1.23678385e-01 -6.82161230e-02 -2.04114986e-01 1.52279020e-01
5.48686411e-03 1.35465974e-01 1.37902074e-02 -2.50378380e-01
6.64014317e-02 -2.03842264e-01]
[ -7.66685871e-02 -5.23530004e-02 2.72863186e-01 8.79936894e-02
1.51249623e-01 -5.79460623e-02 -1.08439423e-01 1.20002388e-01
6.35851752e-02 2.22907196e-02]
[ 5.36406336e-02 -2.92568725e-02 8.70767441e-02 8.71949616e-02
7.11485989e-02 -1.69409616e-02 2.42075224e-01 1.20574291e-01
-3.22870961e-02 -6.65509511e-02]
[ 1.03181246e-02 -1.45055299e-01 -2.89939486e-01 -4.70362329e-02
1.89639120e-01 -9.23000298e-02 1.59729481e-01 1.64238946e-01
1.10439528e-01 -2.64616371e-02]
[ 5.22609581e-02 -2.06475236e-03 -1.15962574e-01 4.64862283e-02
-9.47251646e-02 3.21739888e-01 2.53390799e-01 2.05300439e-01
-1.59447193e-01 -5.78909414e-02]
[ -2.90193270e-03 -3.24427807e-02 1.19160022e-01 9.62935602e-02
2.21629125e-02 1.08576093e-01 -1.22388719e-01 -4.20744484e-02
2.04776735e-01 6.83543766e-02]
[ 1.08606032e-01 7.56596086e-02 -4.72621898e-02 -1.01766091e-01
-9.69917780e-02 -3.29710735e-01 1.11916081e-01 8.60655188e-03
1.40975695e-01 8.88179838e-02]
[ -9.85386214e-02 4.26275525e-03 -1.51649313e-02 2.34202959e-02
8.01194253e-03 -2.03669509e-01 -8.98465161e-02 -1.97459421e-02
1.56987188e-02 1.29043176e-01]
[ -1.41266334e-01 -6.47907717e-02 -1.95806546e-01 1.28848189e-03
-2.76376027e-01 -6.22572882e-03 -1.48548644e-02 -2.33531810e-02
6.90404082e-03 6.70995921e-02]
[ -2.96093632e-02 -7.41346945e-02 -7.44596097e-02 -1.26926607e-01
5.29843365e-01 2.75957002e-01 5.46862580e-01 1.13136667e-01
-1.81434348e-01 -3.74374373e-01]
[ -1.61590051e-02 -3.67539274e-01 -2.98440759e-02 -7.36675153e-02
6.60820688e-01 1.01210283e-01 5.06301368e-01 9.14517310e-02
2.85673601e-02 -3.81994097e-01]
[ 1.17117129e-02 -4.22425895e-01 -4.28839524e-02 -1.07332953e-01
6.78223972e-01 2.37061199e-02 4.74496393e-01 4.87685551e-02
-3.63130343e-01 -2.17442230e-01]
[ -1.61711414e-01 -5.59534946e-01 -5.94115325e-03 -1.93266464e-01
7.38783234e-01 -9.35311067e-02 5.88152284e-01 -8.19400072e-02
-6.00269244e-02 9.12867156e-02]
[ -2.84561473e-01 -3.67029063e-01 5.84664726e-02 -4.00548622e-02
9.00999229e-01 1.40160646e-01 3.87954771e-01 4.82502049e-02
-8.33198976e-02 -1.28638606e-01]
[ -1.96407556e-01 -2.68935665e-01 2.53807217e-01 -2.35493038e-01
6.39957000e-01 -4.65283269e-02 6.54291657e-01 1.37428686e-02
-2.50573616e-01 -2.14215103e-02]
[ -1.24668542e-01 -2.03621618e-01 -1.78678022e-01 -9.60070714e-02
4.72602506e-01 -2.31680664e-01 1.60210358e-01 1.69513514e-01
-5.24674745e-03 -1.13759260e-01]
[ 1.16462880e-01 2.50155369e-01 1.66374001e-01 -8.35496746e-02
-1.01882098e-01 4.75415226e-02 -1.58233217e-01 2.83832246e-01
8.05698649e-02 1.82388673e-01]
[ 3.50960174e-01 3.15583794e-01 -8.28018348e-02 3.16931133e-01
-8.93559655e-01 -2.88321465e-01 -4.76808322e-01 1.77745246e-01
3.82381709e-01 -3.34874607e-02]
[ 4.78458360e-02 1.43472509e-01 2.53223636e-01 2.51955422e-01
-6.24792433e-02 -1.96148695e-01 -1.81798356e-01 -1.32874346e-01
-1.38867041e-01 -2.86905569e-01]
[ 2.48661796e-02 -5.37101277e-02 -1.17666428e-01 -5.23930676e-02
2.40234873e-01 4.05906884e-02 -1.01907682e-02 -1.84305279e-01
3.56607762e-02 2.10292673e-01]
[ 4.04921153e-03 -4.70471137e-02 -6.52706748e-02 -4.57872685e-02
-3.28735888e-02 -1.77896204e-01 8.03672072e-02 1.04694800e-02
4.13049361e-02 1.16289278e-02]
[ 2.55857347e-02 6.00394734e-02 2.43020890e-01 6.94881291e-02
-2.12210025e-01 -1.33003377e-01 1.22858781e-01 3.93650876e-02
-1.89303494e-01 1.03769645e-01]
[ 7.34202697e-02 3.32006088e-02 1.08707192e-01 1.08145953e-02
-2.47532039e-01 6.82622214e-02 6.41861252e-02 -2.70500797e-01
-1.47464813e-02 -8.51896127e-02]
[ -1.33221759e-02 8.18427216e-02 8.37226778e-02 -3.21686478e-02
-2.83807127e-02 1.82103817e-01 1.07125108e-01 1.18412825e-01
-2.31390552e-02 1.71326426e-01]
[ 2.16505087e-01 5.42211762e-02 2.68650977e-02 7.60933379e-02
6.45237588e-02 -2.10231448e-02 -1.48410283e-01 1.48157411e-01
-5.83542997e-02 -2.46166290e-02]
[ 3.81865210e-02 -2.56488746e-02 1.52228019e-02 3.55542399e-02
-3.88378312e-01 -1.21229896e-01 -1.93299111e-01 4.09415301e-02
1.15878895e-01 1.89310356e-01]
[ 4.11674835e-02 5.25115954e-01 1.20260883e-01 4.08486069e-01
-1.07711537e+00 -3.04376114e-01 -6.18682173e-01 -7.28084828e-02
2.83752519e-01 3.29507902e-01]
[ 1.76217036e-01 5.04232768e-01 6.30545608e-02 4.15451427e-01
-8.44322217e-01 -8.25471032e-02 -4.44694305e-01 1.50658979e-01
2.02591872e-01 4.82825924e-01]
[ 2.57613391e-01 2.97767132e-01 2.46000382e-01 1.44655772e-01
-4.04742666e-01 8.10959463e-02 -2.07811981e-01 1.62643601e-01
2.37660003e-01 7.60562725e-02]
[ -7.42063505e-02 2.14849308e-01 2.41457611e-01 1.53669031e-02
-3.22051571e-02 1.31234032e-01 -9.49387708e-02 -1.51273673e-02
-3.39297827e-02 4.96823344e-02]
[ -9.68237011e-02 -5.30602269e-03 2.55540315e-02 9.49462899e-02
-5.39938774e-02 1.15643119e-01 2.55123966e-01 2.03752454e-02
-2.73579426e-01 -9.17834283e-02]
[ -2.18902243e-01 -2.02180511e-02 -9.26544577e-02 -3.42829597e-01
1.77957147e-01 1.19393797e-01 1.00260277e-01 1.03608833e-01
-2.06456882e-01 3.34686010e-02]
[ 1.10613617e-02 -3.73835273e-01 -1.27009970e-01 -1.61347186e-01
3.71181733e-01 2.60691991e-02 1.73472915e-01 1.52582658e-01
-1.64832419e-01 -2.20539876e-01]
[ 1.40447592e-01 -1.85272406e-01 -1.42241929e-01 -9.67198899e-04
9.94889070e-02 -5.87141645e-02 1.92853928e-02 -1.49586133e-01
1.32707251e-01 -1.17175651e-01]
[ -1.19255706e-01 1.13902869e-01 2.60241497e-01 -1.76724444e-02
1.73821561e-01 8.53663531e-02 1.16473270e-02 -2.98282211e-01
-1.18080308e-01 -6.14102305e-02]
[ -3.52400747e-01 5.81773387e-02 1.09893413e-02 -3.42525594e-02
1.65291480e-01 -1.70020792e-01 -1.09213227e-02 2.34390691e-01
-9.42344420e-02 7.06035143e-02]
[ 1.43638563e-01 6.17337454e-02 -2.38819414e-01 -9.54177475e-02
1.39385785e-01 -2.92709076e-01 4.21958252e-02 -1.68498947e-01
-6.49342744e-03 -1.95863203e-01]
[ 2.10887401e-01 -1.57572026e-01 6.28897589e-02 -2.38012331e-02
8.61918915e-02 -3.29662469e-02 1.10706292e-02 -1.36850743e-01
1.11778479e-01 -1.80732025e-01]
[ -1.05121882e-01 -5.12390523e-02 1.21030437e-01 1.08596398e-01
4.45899972e-02 -1.12505678e-01 2.46978619e-01 -7.75819563e-02
1.83985448e-01 -4.55141580e-03]
[ 5.94180586e-03 -1.65218943e-01 2.06241518e-01 -2.34354322e-01
1.80756795e-02 1.11631969e-01 4.44000410e-02 -1.15157777e-01
2.95377981e-02 2.32573182e-01]]
[[ 0.61279024]
[ 1.52001899]
[ 0.27764994]
[ 0.86425079]
[-2.63049254]
[-0.262249 ]
[-1.54959428]
[ 0.06463965]
[ 0.679537 ]
[ 0.8933648 ]]
Progress: 26.4% ... Training loss: 0.292 ... Validation loss: 0.461[[ 1.64615079e-01 2.12560449e-01 -1.06979867e-01 1.12497208e-01
-5.24584757e-01 -7.26585533e-02 -6.32086253e-02 1.23171921e-01
-6.18212702e-02 1.90885796e-01]
[ 1.21363014e-02 1.57353976e-01 -2.05982396e-02 3.97416144e-02
1.04712651e-01 -5.00282747e-03 3.10110967e-01 4.11103288e-02
1.37822266e-01 -3.13089900e-02]
[ 1.72801154e-01 5.18724954e-01 1.13741958e-02 2.06349951e-03
2.97859474e-01 -3.08488405e-02 -5.96730871e-01 -3.86413306e-02
6.01427273e-02 2.78864790e-01]
[ -7.90548893e-03 -3.00106888e-01 -2.29092434e-01 6.11639812e-02
-2.45516039e-02 1.56707784e-01 1.30429215e-01 5.72182518e-02
3.80459964e-02 1.58044907e-01]
[ -5.04284195e-03 1.50459319e-01 -1.43476201e-01 5.04715598e-02
4.53154509e-02 -1.82259902e-01 4.40545505e-02 -1.18547736e-01
-1.79441971e-01 -5.99966413e-04]
[ -3.58150949e-01 -4.52840699e-01 -2.87776960e-01 1.68750733e-01
1.04791327e-01 3.94457392e-02 1.43625635e-01 -3.56030953e-02
-1.32551814e-03 2.03313165e-02]
[ -8.80858307e-03 -2.00831979e-01 7.63734831e-03 8.36442554e-02
1.11684668e-02 -6.89294992e-02 1.87448284e-01 -1.90731984e-01
1.83778621e-01 2.26836857e-02]
[ 1.16696710e-01 -2.26399520e-01 3.55598342e-02 -6.32402058e-02
9.50898084e-02 -4.87656803e-02 5.89294181e-02 1.21169834e-01
8.26975363e-02 -1.86681263e-02]
[ -1.73678213e-01 -1.08054109e-01 -3.05484464e-01 -2.47963626e-02
8.42995818e-03 7.04737732e-02 -1.81512986e-01 -2.86961622e-02
2.57196764e-01 -1.31424011e-01]
[ 6.89387588e-02 -3.18244009e-01 9.46790022e-02 4.51375710e-02
6.21294340e-02 -1.19176728e-01 1.04560567e-01 -1.00938319e-01
2.87383022e-02 1.29125859e-01]
[ -7.96729183e-02 2.81721659e-02 1.79648110e-04 -1.49499429e-01
2.64639743e-02 2.05160682e-02 1.25890643e-01 -1.02444682e-01
-1.72090664e-02 -1.25594065e-01]
[ -1.19913533e-01 -1.02666345e-01 -7.24725961e-02 -1.49669127e-02
3.98619268e-01 1.03974252e-01 6.61861016e-02 -1.65671750e-02
-1.76396475e-01 -2.19379870e-01]
[ -1.56450021e-01 5.22730026e-03 6.21736137e-02 2.24536097e-02
-1.73961743e-01 -2.19982265e-01 -1.79225683e-01 -1.96963308e-01
8.76352615e-02 1.74907295e-01]
[ -2.38979175e-01 -2.35185044e-01 1.11803239e-01 2.56161847e-01
-9.40086705e-02 -7.79069828e-02 -3.09081657e-02 -2.56486864e-01
-2.27653514e-01 -2.56746956e-02]
[ 1.14062077e-01 -1.04842695e-01 -1.80887389e-02 1.25285892e-01
-2.45039678e-02 -8.86588658e-02 1.63183875e-01 3.99947375e-03
3.40536705e-02 1.97080122e-02]
[ 4.16633750e-02 -5.40748074e-02 -2.09367414e-01 1.55055229e-01
-5.48095381e-02 8.39120398e-02 -7.90636901e-02 -1.95130705e-02
-8.72083414e-02 1.57122187e-03]
[ -1.24240478e-01 -6.99549823e-02 -2.04277414e-01 1.51587433e-01
7.66373226e-03 1.35740886e-01 1.51488375e-02 -2.50429032e-01
6.57805821e-02 -2.04661833e-01]
[ -7.68502664e-02 -5.24228155e-02 2.72814237e-01 8.77878692e-02
1.52144641e-01 -5.78939358e-02 -1.08363458e-01 1.19983042e-01
6.34162504e-02 2.20953131e-02]
[ 5.39222677e-02 -2.87394902e-02 8.71851353e-02 8.75921688e-02
6.96622227e-02 -1.70589156e-02 2.41260401e-01 1.20599100e-01
-3.19510748e-02 -6.61816337e-02]
[ 9.67094451e-03 -1.46301036e-01 -2.90331526e-01 -4.82589151e-02
1.93003588e-01 -9.20107281e-02 1.61273103e-01 1.64148669e-01
1.09478728e-01 -2.75334119e-02]
[ 5.14637057e-02 -4.21542339e-03 -1.16392804e-01 4.51533342e-02
-9.16064393e-02 3.22134503e-01 2.55548638e-01 2.05204156e-01
-1.60455199e-01 -5.91368388e-02]
[ -3.46388621e-03 -3.34965101e-02 1.18939204e-01 9.56564268e-02
2.39052428e-02 1.08765439e-01 -1.21043712e-01 -4.21251084e-02
2.04294261e-01 6.75528464e-02]
[ 1.08822455e-01 7.62210510e-02 -4.71454045e-02 -1.01399674e-01
-9.76025868e-02 -3.29796830e-01 1.11524915e-01 8.63201713e-03
1.41225180e-01 8.90728867e-02]
[ -9.86659277e-02 3.89155618e-03 -1.52217378e-02 2.32398531e-02
8.52979362e-03 -2.03627449e-01 -8.95374059e-02 -1.97587192e-02
1.55566534e-02 1.28858647e-01]
[ -1.41399444e-01 -6.51956785e-02 -1.95875453e-01 1.07225589e-03
-2.75718726e-01 -6.16297900e-03 -1.44461553e-02 -2.33696370e-02
6.73377120e-03 6.68814587e-02]
[ -2.97380210e-02 -7.47548809e-02 -7.45074377e-02 -1.27057178e-01
5.30173778e-01 2.76003152e-01 5.47401689e-01 1.13125769e-01
-1.81558658e-01 -3.74562585e-01]
[ -1.68019116e-02 -3.68952477e-01 -3.01363722e-02 -7.45801671e-02
6.63503958e-01 1.01485190e-01 5.07878555e-01 9.13837919e-02
2.79196931e-02 -3.82925853e-01]
[ 1.19536844e-02 -4.22081645e-01 -4.27565800e-02 -1.06934976e-01
6.77157572e-01 2.35849552e-02 4.74041004e-01 4.87978632e-02
-3.62823239e-01 -2.17052788e-01]
[ -1.62179288e-01 -5.60787358e-01 -6.15140070e-03 -1.93909784e-01
7.40497973e-01 -9.33464369e-02 5.89427044e-01 -8.19903724e-02
-6.05607413e-02 9.06888882e-02]
[ -2.84325919e-01 -3.66797243e-01 5.85931015e-02 -3.96191293e-02
8.99915456e-01 1.40027007e-01 3.87524276e-01 4.82833781e-02
-8.29856324e-02 -1.28229731e-01]
[ -1.96881490e-01 -2.69990506e-01 2.53608437e-01 -2.36105043e-01
6.41756491e-01 -4.63480015e-02 6.55258359e-01 1.37009959e-02
-2.51072905e-01 -2.20188185e-02]
[ -1.24485668e-01 -2.03394590e-01 -1.78590579e-01 -9.57338297e-02
4.71778001e-01 -2.31757049e-01 1.59945882e-01 1.69533900e-01
-5.03424159e-03 -1.13504027e-01]
[ 1.16808451e-01 2.50842733e-01 1.66509696e-01 -8.30751724e-02
-1.03235784e-01 4.74033890e-02 -1.58986033e-01 2.83868652e-01
8.09369893e-02 1.82892836e-01]
[ 3.50128597e-01 3.13263415e-01 -8.32521568e-02 3.15586583e-01
-8.90249640e-01 -2.87907001e-01 -4.74412700e-01 1.77645589e-01
3.81386081e-01 -3.47854903e-02]
[ 4.82126655e-02 1.44140347e-01 2.53409274e-01 2.52455040e-01
-6.40904598e-02 -1.96326913e-01 -1.82591326e-01 -1.32829752e-01
-1.38414554e-01 -2.86309639e-01]
[ 2.54376372e-02 -5.22475849e-02 -1.17402749e-01 -5.15719053e-02
2.37734646e-01 4.03575370e-02 -1.16750824e-02 -1.84247369e-01
3.63134505e-02 2.11041344e-01]
[ 3.63328515e-03 -4.81176902e-02 -6.54875567e-02 -4.65245468e-02
-3.06564658e-02 -1.77693913e-01 8.14962127e-02 1.04163962e-02
4.07395121e-02 1.08862502e-02]
[ 2.57677059e-02 6.03531145e-02 2.43073959e-01 6.96670951e-02
-2.12667045e-01 -1.33083887e-01 1.22523209e-01 3.93793655e-02
-1.89150322e-01 1.03993311e-01]
[ 7.45912248e-02 3.61414975e-02 1.09243231e-01 1.26033863e-02
-2.52867847e-01 6.77324126e-02 6.11826533e-02 -2.70378902e-01
-1.33512463e-02 -8.35015209e-02]
[ -1.36506741e-02 8.12685367e-02 8.35553177e-02 -3.27217289e-02
-2.68621510e-02 1.82238245e-01 1.07817508e-01 1.18371584e-01
-2.35778766e-02 1.70770732e-01]
[ 2.15573283e-01 5.19964930e-02 2.64335808e-02 7.47005684e-02
6.84402252e-02 -2.06309853e-02 -1.46107962e-01 1.48056787e-01
-5.94280733e-02 -2.60511949e-02]
[ 3.80930419e-02 -2.58735888e-02 1.51801703e-02 3.54237798e-02
-3.87975187e-01 -1.21193494e-01 -1.93066772e-01 4.09317670e-02
1.15776709e-01 1.89185677e-01]
[ 4.01678139e-02 5.22572865e-01 1.19914053e-01 4.07256652e-01
-1.07348564e+00 -3.03920541e-01 -6.16330829e-01 -7.29061541e-02
2.82655598e-01 3.28167401e-01]
[ 1.76592334e-01 5.05161253e-01 6.32254364e-02 4.15881113e-01
-8.45192363e-01 -8.26971050e-02 -4.45613358e-01 1.50690928e-01
2.02887220e-01 4.83276348e-01]
[ 2.58063772e-01 2.99113119e-01 2.46241443e-01 1.45435679e-01
-4.07046510e-01 8.08630097e-02 -2.09079656e-01 1.62702756e-01
2.38221761e-01 7.68387250e-02]
[ -7.45258414e-02 2.14201284e-01 2.41315101e-01 1.49183179e-02
-3.07550151e-02 1.31366139e-01 -9.42465145e-02 -1.51588741e-02
-3.42878509e-02 4.92073979e-02]
[ -9.67573201e-02 -5.15856619e-03 2.55831269e-02 9.50410585e-02
-5.42769283e-02 1.15615558e-01 2.54954087e-01 2.03823365e-02
-2.73506561e-01 -9.16954427e-02]
[ -2.19004650e-01 -2.04309425e-02 -9.27026362e-02 -3.42977995e-01
1.78359516e-01 1.19431788e-01 1.00473271e-01 1.03597904e-01
-2.06563069e-01 3.33046638e-02]
[ 1.11148863e-02 -3.74162630e-01 -1.26965366e-01 -1.61182874e-01
3.70664888e-01 2.60140139e-02 1.73650237e-01 1.52595895e-01
-1.64732964e-01 -2.20382622e-01]
[ 1.39188920e-01 -1.88369631e-01 -1.42783551e-01 -2.59892168e-03
1.03860768e-01 -5.81944304e-02 2.25466298e-02 -1.49724300e-01
1.31309567e-01 -1.19077569e-01]
[ -1.20319235e-01 1.11113254e-01 2.59842178e-01 -1.90548728e-02
1.78202248e-01 8.57572121e-02 1.43161055e-02 -2.98383596e-01
-1.19192223e-01 -6.28422796e-02]
[ -3.52777440e-01 5.70600285e-02 1.08474071e-02 -3.47184280e-02
1.66670274e-01 -1.69889043e-01 -9.89073363e-03 2.34360241e-01
-9.46139220e-02 7.01930574e-02]
[ 1.43504073e-01 6.10528823e-02 -2.38892044e-01 -9.56926345e-02
1.40766984e-01 -2.92620704e-01 4.28120166e-02 -1.68523623e-01
-6.73881023e-03 -1.96083376e-01]
[ 2.10969354e-01 -1.57325726e-01 6.29080776e-02 -2.37354984e-02
8.60985137e-02 -3.30300466e-02 1.09143441e-02 -1.36843700e-01
1.11796308e-01 -1.80649816e-01]
[ -1.05062946e-01 -5.14963825e-02 1.21083492e-01 1.08590130e-01
4.46438345e-02 -1.12544720e-01 2.46969738e-01 -7.75696054e-02
1.84080695e-01 -4.41047985e-03]
[ 7.14084657e-03 -1.62712143e-01 2.06731467e-01 -2.32603304e-01
1.17715990e-02 1.11138870e-01 4.16556623e-02 -1.15028661e-01
3.09210845e-02 2.34156693e-01]]
[[ 0.60502673]
[ 1.51347341]
[ 0.27369107]
[ 0.85907552]
[-2.6360361 ]
[-0.26524226]
[-1.55115254]
[ 0.05860049]
[ 0.672762 ]
[ 0.88691825]]
Progress: 26.4% ... Training loss: 0.290 ... Validation loss: 0.461[[ 1.63967723e-01 2.10726602e-01 -1.07241558e-01 1.11565635e-01
-5.21230419e-01 -7.23249136e-02 -6.09964712e-02 1.23105953e-01
-6.25218643e-02 1.89889379e-01]
[ 1.20289415e-02 1.57161144e-01 -2.06129387e-02 3.96934797e-02
1.04954094e-01 -4.98763874e-03 3.10434943e-01 4.11058394e-02
1.37797546e-01 -3.14198856e-02]
[ 1.72066154e-01 5.17491739e-01 1.08758718e-02 7.62502429e-05
3.04161158e-01 -3.02441754e-02 -5.95468739e-01 -3.87615291e-02
5.87344682e-02 2.77203611e-01]
[ -7.96214640e-03 -3.00125639e-01 -2.29120284e-01 6.11308813e-02
-2.35408897e-02 1.56777672e-01 1.30978199e-01 5.72036817e-02
3.80358817e-02 1.58144183e-01]
[ -3.59412092e-03 1.54308919e-01 -1.42795122e-01 5.27470122e-02
3.83335959e-02 -1.83027505e-01 4.00318868e-02 -1.18395284e-01
-1.77781592e-01 1.52252873e-03]
[ -3.57662661e-01 -4.52509321e-01 -2.87486461e-01 1.69750664e-01
1.01548027e-01 3.91759249e-02 1.43164029e-01 -3.55441145e-02
-6.09146930e-04 2.11865112e-02]
[ -9.36190676e-03 -2.02423110e-01 7.41582017e-03 8.28978128e-02
1.35213335e-02 -6.86820152e-02 1.89075304e-01 -1.90790737e-01
1.83201463e-01 2.19795654e-02]
[ 1.16420679e-01 -2.27293250e-01 3.54299112e-02 -6.37121313e-02
9.71169364e-02 -4.86266149e-02 5.97801275e-02 1.21140619e-01
8.23300113e-02 -1.91204883e-02]
[ -1.74304598e-01 -1.09905526e-01 -3.05723763e-01 -2.56867129e-02
1.09596064e-02 7.07296464e-02 -1.79580443e-01 -2.87522807e-02
2.56621288e-01 -1.32402420e-01]
[ 6.81460282e-02 -3.21521447e-01 9.43900793e-02 4.41450024e-02
6.51569370e-02 -1.18876683e-01 1.07501983e-01 -1.01008130e-01
2.79950797e-02 1.28169229e-01]
[ -7.91170159e-02 2.92385920e-02 4.95758569e-04 -1.48514304e-01
2.39292748e-02 2.02386361e-02 1.24875797e-01 -1.02382032e-01
-1.63765470e-02 -1.24764626e-01]
[ -1.20644155e-01 -1.04460232e-01 -7.28000344e-02 -1.60682558e-02
4.01792807e-01 1.04324247e-01 6.82081979e-02 -1.66451199e-02
-1.77289559e-01 -2.20532377e-01]
[ -1.56450021e-01 5.22730026e-03 6.21736137e-02 2.24536097e-02
-1.73961743e-01 -2.19982265e-01 -1.79225683e-01 -1.96963308e-01
8.76352615e-02 1.74907295e-01]
[ -2.38653509e-01 -2.34575258e-01 1.12010402e-01 2.56821449e-01
-9.59596907e-02 -7.81109329e-02 -3.14576322e-02 -2.56443894e-01
-2.27154192e-01 -2.50691802e-02]
[ 1.14405086e-01 -1.04170737e-01 -1.79247275e-02 1.25832784e-01
-2.61232305e-02 -8.88255866e-02 1.62471822e-01 4.03469741e-03
3.44797964e-02 2.02509033e-02]
[ 4.09301510e-02 -5.61048592e-02 -2.09688168e-01 1.54136550e-01
-5.24138841e-02 8.42178480e-02 -7.72555195e-02 -1.95803108e-02
-8.79686721e-02 5.42532574e-04]
[ -1.23617309e-01 -6.85203858e-02 -2.03988335e-01 1.52504371e-01
5.10374952e-03 1.35465072e-01 1.37082031e-02 -2.50372605e-01
6.64981290e-02 -2.03792534e-01]
[ -7.75388333e-02 -5.43614804e-02 2.72501835e-01 8.67961314e-02
1.55343059e-01 -5.75879023e-02 -1.06464199e-01 1.19913144e-01
6.26543507e-02 2.11694100e-02]
[ 5.39810567e-02 -2.85538521e-02 8.71972783e-02 8.75216106e-02
6.97203693e-02 -1.70475199e-02 2.40986966e-01 1.20597159e-01
-3.19702161e-02 -6.61948051e-02]
[ 9.10993609e-03 -1.47544977e-01 -2.90591086e-01 -4.90619569e-02
1.95120079e-01 -9.17795794e-02 1.62560017e-01 1.64092595e-01
1.08846366e-01 -2.82661260e-02]
[ 5.14017941e-02 -4.83989011e-03 -1.16408571e-01 4.50169930e-02
-9.06197680e-02 3.22203648e-01 2.56108262e-01 2.05196915e-01
-1.60542819e-01 -5.92758603e-02]
[ -2.70554362e-03 -3.17368304e-02 1.19330945e-01 9.68626841e-02
2.07375804e-02 1.08401432e-01 -1.22519114e-01 -4.20374357e-02
2.05212418e-01 6.86885599e-02]
[ 1.08677212e-01 7.58795211e-02 -4.72040903e-02 -1.01639617e-01
-9.69218089e-02 -3.29726169e-01 1.11920467e-01 8.61526739e-03
1.41090099e-01 8.88500325e-02]
[ -9.94794799e-02 1.84363691e-03 -1.55742118e-02 2.21011953e-02
1.17343086e-02 -2.03297332e-01 -8.76296640e-02 -1.98349982e-02
1.47320803e-02 1.27662750e-01]
[ -1.41472366e-01 -6.56356623e-02 -1.95920199e-01 9.32739507e-04
-2.75395129e-01 -6.10418904e-03 -1.39037608e-02 -2.33816118e-02
6.58983996e-03 6.67065927e-02]
[ -2.96786599e-02 -7.46150909e-02 -7.44803376e-02 -1.26970535e-01
5.29947439e-01 2.75977413e-01 5.47279301e-01 1.13131501e-01
-1.81492136e-01 -3.74475368e-01]
[ -1.69265921e-02 -3.69185582e-01 -3.01917731e-02 -7.47586560e-02
6.64044667e-01 1.01540009e-01 5.08168238e-01 9.13718632e-02
2.77989848e-02 -3.83110790e-01]
[ 1.20779441e-02 -4.22108527e-01 -4.27049604e-02 -1.06774109e-01
6.76865335e-01 2.35347649e-02 4.73939031e-01 4.88094289e-02
-3.62698555e-01 -2.16890077e-01]
[ -1.62553594e-01 -5.61641036e-01 -6.29744664e-03 -1.94392961e-01
7.41993854e-01 -9.31937007e-02 5.90385696e-01 -8.20240447e-02
-6.09014694e-02 9.02152183e-02]
[ -2.84138074e-01 -3.66466088e-01 5.87081107e-02 -3.92340376e-02
8.98920100e-01 1.39914496e-01 3.87206505e-01 4.83065736e-02
-8.26987352e-02 -1.27877400e-01]
[ -1.96869572e-01 -2.70405403e-01 2.53632410e-01 -2.36009059e-01
6.41373484e-01 -4.63749323e-02 6.55645331e-01 1.37067406e-02
-2.50994867e-01 -2.18914029e-02]
[ -1.24266196e-01 -2.02981014e-01 -1.78451631e-01 -9.53240491e-02
4.70575507e-01 -2.31880903e-01 1.59534030e-01 1.69559821e-01
-4.73030777e-03 -1.13102993e-01]
[ 1.16511450e-01 2.50028450e-01 1.66363963e-01 -8.35152486e-02
-1.01776253e-01 4.75435101e-02 -1.58145520e-01 2.83836607e-01
8.06183508e-02 1.82534244e-01]
[ 3.50096450e-01 3.13294643e-01 -8.32315490e-02 3.15607380e-01
-8.90065151e-01 -2.87906471e-01 -4.74337180e-01 1.77644053e-01
3.81378744e-01 -3.47865434e-02]
[ 4.82811755e-02 1.44276061e-01 2.53439709e-01 2.52553231e-01
-6.43904020e-02 -1.96357096e-01 -1.82767598e-01 -1.32822858e-01
-1.38341400e-01 -2.86213801e-01]
[ 2.54819104e-02 -5.23108801e-02 -1.17394390e-01 -5.15083602e-02
2.37353064e-01 4.03409265e-02 -1.18003800e-02 -1.84243113e-01
3.63625986e-02 2.11100769e-01]
[ 4.28823509e-03 -4.64541640e-02 -6.51895416e-02 -4.55851964e-02
-3.34907009e-02 -1.77971416e-01 7.97994514e-02 1.04742240e-02
4.14760932e-02 1.17948850e-02]
[ 2.49471694e-02 5.83268747e-02 2.42685377e-01 6.84097849e-02
-2.08934835e-01 -1.32697507e-01 1.24618070e-01 3.92933441e-02
-1.90109054e-01 1.02716408e-01]
[ 7.43771906e-02 3.56480194e-02 1.09138335e-01 1.22720561e-02
-2.51948350e-01 6.78308330e-02 6.16850661e-02 -2.70401373e-01
-1.36119750e-02 -8.38316788e-02]
[ -1.32857683e-02 8.22569239e-02 8.37231583e-02 -3.22126636e-02
-2.83619431e-02 1.82079640e-01 1.06818570e-01 1.18409319e-01
-2.31732814e-02 1.71299120e-01]
[ 2.14791478e-01 5.00368328e-02 2.60229997e-02 7.33578891e-02
7.24240347e-02 -2.02368679e-02 -1.44122436e-01 1.47965112e-01
-6.04548930e-02 -2.74139384e-02]
[ 3.79394691e-02 -2.62372979e-02 1.51168179e-02 3.51959910e-02
-3.87295149e-01 -1.21128005e-01 -1.92693701e-01 4.09169158e-02
1.15600923e-01 1.88956826e-01]
[ 4.03476826e-02 5.22387081e-01 1.20007297e-01 4.07538087e-01
-1.07413201e+00 -3.03979509e-01 -6.16385325e-01 -7.28857645e-02
2.82914670e-01 3.28389763e-01]
[ 1.76330837e-01 5.04278502e-01 6.31327669e-02 4.15562872e-01
-8.44566599e-01 -8.25868289e-02 -4.44504398e-01 1.50667565e-01
2.02589164e-01 4.82847216e-01]
[ 2.58278793e-01 2.99749388e-01 2.46377590e-01 1.45867123e-01
-4.08327806e-01 8.07213368e-02 -2.09749825e-01 1.62733688e-01
2.38537940e-01 7.72672252e-02]
[ -7.44417404e-02 2.14598968e-01 2.41370027e-01 1.51058936e-02
-3.13110321e-02 1.31306482e-01 -9.45206189e-02 -1.51459502e-02
-3.41446320e-02 4.93751303e-02]
[ -9.65409459e-02 -4.70957942e-03 2.56784879e-02 9.53411795e-02
-5.51309118e-02 1.15523340e-01 2.54407943e-01 2.04037391e-02
-2.73251940e-01 -9.13715638e-02]
[ -2.19138975e-01 -2.08055364e-02 -9.27665667e-02 -3.43176865e-01
1.78982518e-01 1.19491435e-01 1.00756180e-01 1.03585996e-01
-2.06720844e-01 3.31147989e-02]
[ 1.09104805e-02 -3.74661489e-01 -1.27056011e-01 -1.61483592e-01
3.71538946e-01 2.60987301e-02 1.74195991e-01 1.52575738e-01
-1.64968087e-01 -2.20691883e-01]
[ 1.37839832e-01 -1.91728497e-01 -1.43384995e-01 -4.51585206e-03
1.09275948e-01 -5.75861921e-02 2.59376462e-02 -1.49858115e-01
1.29843498e-01 -1.21019992e-01]
[ -1.19857798e-01 1.12076888e-01 2.60117979e-01 -1.82090639e-02
1.76009776e-01 8.55024219e-02 1.33070946e-02 -2.98329748e-01
-1.18546696e-01 -6.20117288e-02]
[ -3.52960995e-01 5.62563388e-02 1.07816832e-02 -3.49626219e-02
1.67207684e-01 -1.69812329e-01 -9.12367125e-03 2.34340992e-01
-9.48149325e-02 6.99115917e-02]
[ 1.43480699e-01 6.01790263e-02 -2.38841368e-01 -9.56425193e-02
1.41248381e-01 -2.92628468e-01 4.38217886e-02 -1.68513197e-01
-6.69411146e-03 -1.96129958e-01]
[ 2.10284091e-01 -1.58712885e-01 6.25829121e-02 -2.48040644e-02
8.93905538e-02 -3.27131110e-02 1.24893833e-02 -1.36916843e-01
1.10986910e-01 -1.81777628e-01]
[ -1.04988047e-01 -5.16988713e-02 1.21117805e-01 1.08698015e-01
4.43805990e-02 -1.12597438e-01 2.46923511e-01 -7.75606330e-02
1.84203955e-01 -4.25064992e-03]
[ 7.87833868e-03 -1.61054617e-01 2.07062759e-01 -2.31486209e-01
8.16762156e-03 1.10824861e-01 3.99166767e-02 -1.14960806e-01
3.17802899e-02 2.35284899e-01]]
[[ 0.60046876]
[ 1.51136037]
[ 0.27144858]
[ 0.8564072 ]
[-2.63935334]
[-0.26714488]
[-1.55260483]
[ 0.05463683]
[ 0.66923234]
[ 0.88368324]]
Progress: 26.4% ... Training loss: 0.291 ... Validation loss: 0.461[[ 1.63874501e-01 2.10798139e-01 -1.07257667e-01 1.11537104e-01
-5.20605846e-01 -7.22768306e-02 -6.07275626e-02 1.23093192e-01
-6.25685266e-02 1.89655612e-01]
[ 1.19326523e-02 1.56883625e-01 -2.06679195e-02 3.95937895e-02
1.05086947e-01 -4.95012776e-03 3.10791549e-01 4.10977970e-02
1.37667993e-01 -3.15651342e-02]
[ 1.72241510e-01 5.19347687e-01 1.11387649e-02 5.12407890e-04
3.02043644e-01 -3.04098010e-02 -5.96860141e-01 -3.87179496e-02
5.91786334e-02 2.77708164e-01]
[ -5.41798976e-03 -2.95255540e-01 -2.28000616e-01 6.44990254e-02
-3.20593831e-02 1.55954450e-01 1.24989586e-01 5.74038513e-02
4.06706104e-02 1.61919714e-01]
[ -8.41354408e-03 1.44080732e-01 -1.44889621e-01 4.62195889e-02
5.62198147e-02 -1.81310826e-01 5.15678010e-02 -1.18783740e-01
-1.82813594e-01 -5.48857857e-03]
[ -3.58919630e-01 -4.55780685e-01 -2.88098579e-01 1.68074844e-01
1.06640524e-01 3.96252960e-02 1.46799283e-01 -3.56549938e-02
-2.02175130e-03 1.92302760e-02]
[ -9.82357631e-03 -2.03510161e-01 7.26632011e-03 8.22744528e-02
1.53663385e-02 -6.84944388e-02 1.90100873e-01 -1.90819564e-01
1.82745149e-01 2.15773281e-02]
[ 1.17254480e-01 -2.24824403e-01 3.58537105e-02 -6.23842993e-02
9.27609920e-02 -4.90492507e-02 5.76300209e-02 1.21221820e-01
8.33169267e-02 -1.80457972e-02]
[ -1.74515642e-01 -1.10584826e-01 -3.05797169e-01 -2.59903789e-02
1.18880639e-02 7.08210467e-02 -1.78928957e-01 -2.87695110e-02
2.56401601e-01 -1.32706603e-01]
[ 6.75591384e-02 -3.22876085e-01 9.41950291e-02 4.34906799e-02
6.59604256e-02 -1.18774435e-01 1.08961377e-01 -1.01042586e-01
2.74158228e-02 1.27173494e-01]
[ -7.94743739e-02 2.84895536e-02 3.47048715e-04 -1.48962465e-01
2.60283378e-02 2.03801139e-02 1.26193865e-01 -1.02412034e-01
-1.67263843e-02 -1.25161109e-01]
[ -1.20795790e-01 -1.04925425e-01 -7.28674991e-02 -1.62407864e-02
4.02400271e-01 1.04386233e-01 6.85929389e-02 -1.66563965e-02
-1.77462156e-01 -2.20728122e-01]
[ -1.56450021e-01 5.22730026e-03 6.21736137e-02 2.24536097e-02
-1.73961743e-01 -2.19982265e-01 -1.79225683e-01 -1.96963308e-01
8.76352615e-02 1.74907295e-01]
[ -2.39175792e-01 -2.35553808e-01 1.11754954e-01 2.56063591e-01
-9.43944206e-02 -7.78505175e-02 -3.01586017e-02 -2.56496399e-01
-2.27809610e-01 -2.59263727e-02]
[ 1.14560210e-01 -1.04139289e-01 -1.78799657e-02 1.26088484e-01
-2.58527329e-02 -8.89823784e-02 1.62376766e-01 4.05370012e-03
3.46770690e-02 2.04704622e-02]
[ 4.05082157e-02 -5.73554540e-02 -2.09861603e-01 1.53608724e-01
-5.06149516e-02 8.43480689e-02 -7.60904063e-02 -1.96127171e-02
-8.84311712e-02 -8.95733715e-05]
[ -1.23183825e-01 -6.73399948e-02 -2.03776965e-01 1.53135861e-01
3.05025454e-03 1.35279074e-01 1.26490225e-02 -2.50329096e-01
6.69910922e-02 -2.03118276e-01]
[ -7.83038177e-02 -5.62787176e-02 2.72184200e-01 8.57305151e-02
1.58484969e-01 -5.72626055e-02 -1.04612789e-01 1.19850634e-01
6.18706818e-02 2.02904648e-02]
[ 5.39136610e-02 -2.87502100e-02 8.71626267e-02 8.74247950e-02
7.00288779e-02 -1.70171659e-02 2.41227926e-01 1.20591284e-01
-3.20578593e-02 -6.63097907e-02]
[ 8.98898295e-03 -1.47485325e-01 -2.90636009e-01 -4.91953481e-02
1.95163204e-01 -9.17649932e-02 1.62860667e-01 1.64085044e-01
1.08713725e-01 -2.84536280e-02]
[ 5.20405924e-02 -3.16237365e-03 -1.16094255e-01 4.60024886e-02
-9.35767554e-02 3.21910276e-01 2.54418810e-01 2.05254798e-01
-1.59754885e-01 -5.83492638e-02]
[ -2.40185033e-03 -3.10165090e-02 1.19493907e-01 9.73220585e-02
1.93089910e-02 1.08259643e-01 -1.23329171e-01 -4.20072815e-02
2.05540390e-01 6.90137411e-02]
[ 1.08334986e-01 7.50399065e-02 -4.73360571e-02 -1.02129801e-01
-9.54303084e-02 -3.29573602e-01 1.12814531e-01 8.58436923e-03
1.40711720e-01 8.83356619e-02]
[ -9.91601944e-02 2.48307365e-03 -1.54293980e-02 2.25561155e-02
1.03032290e-02 -2.03437893e-01 -8.83895720e-02 -1.98055295e-02
1.50914032e-02 1.28143356e-01]
[ -1.42178855e-01 -6.73309426e-02 -1.96251587e-01 -5.75650868e-05
-2.72634707e-01 -5.79340522e-03 -1.20791321e-02 -2.34456199e-02
5.82293422e-03 6.56775306e-02]
[ -2.95202520e-02 -7.45198656e-02 -7.43985050e-02 -1.26731767e-01
5.29168713e-01 2.75901148e-01 5.47215536e-01 1.13147681e-01
-1.81293049e-01 -3.74281150e-01]
[ -1.70660589e-02 -3.69685317e-01 -3.02689301e-02 -7.50052352e-02
6.64665998e-01 1.01617432e-01 5.08625023e-01 9.13567312e-02
2.76160833e-02 -3.83359091e-01]
[ 1.21150622e-02 -4.22069274e-01 -4.27056843e-02 -1.06729177e-01
6.76763185e-01 2.35213577e-02 4.73889082e-01 4.88126215e-02
-3.62665511e-01 -2.16850136e-01]
[ -1.62645762e-01 -5.61821528e-01 -6.33761188e-03 -1.94525574e-01
7.42394146e-01 -9.31524661e-02 5.90609554e-01 -8.20321835e-02
-6.10045206e-02 9.00888373e-02]
[ -2.84333249e-01 -3.66928672e-01 5.86177289e-02 -3.95258057e-02
8.99635722e-01 1.40005180e-01 3.87722568e-01 4.82882425e-02
-8.29250270e-02 -1.28178194e-01]
[ -1.96599684e-01 -2.69973728e-01 2.53746450e-01 -2.35596976e-01
6.40270192e-01 -4.65048943e-02 6.55181473e-01 1.37327186e-02
-2.50674238e-01 -2.14810451e-02]
[ -1.24336876e-01 -2.03011834e-01 -1.78484474e-01 -9.54299535e-02
4.70885337e-01 -2.31848762e-01 1.59673061e-01 1.69553472e-01
-4.81900846e-03 -1.13209362e-01]
[ 1.16420369e-01 2.50036413e-01 1.66340702e-01 -8.35854069e-02
-1.01662231e-01 4.75652445e-02 -1.58191693e-01 2.83829710e-01
8.05433628e-02 1.82539594e-01]
[ 3.50338543e-01 3.13538259e-01 -8.31552095e-02 3.15978589e-01
-8.89981698e-01 -2.88088160e-01 -4.74701357e-01 1.77662773e-01
3.81668542e-01 -3.44296548e-02]
[ 4.80352218e-02 1.43645559e-01 2.53319130e-01 2.52164013e-01
-6.32223590e-02 -1.96240284e-01 -1.82127134e-01 -1.32847801e-01
-1.38646550e-01 -2.86627091e-01]
[ 2.51462747e-02 -5.31617424e-02 -1.17532641e-01 -5.19854514e-02
2.38790521e-01 4.04872409e-02 -1.09263057e-02 -1.84273712e-01
3.59983138e-02 2.10569473e-01]
[ 3.57112701e-03 -4.80820306e-02 -6.55135260e-02 -4.66463517e-02
-3.03997137e-02 -1.77664561e-01 8.15839704e-02 1.04074836e-02
4.06692100e-02 1.07436006e-02]
[ 2.51965953e-02 5.88746288e-02 2.42823377e-01 6.87780934e-02
-2.10117185e-01 -1.32807055e-01 1.23993824e-01 3.93182439e-02
-1.89814092e-01 1.03062217e-01]
[ 7.39018118e-02 3.46301554e-02 1.08941763e-01 1.15831725e-02
-2.49880269e-01 6.80268744e-02 6.28828762e-02 -2.70441147e-01
-1.41346158e-02 -8.45281867e-02]
[ -1.35195969e-02 8.21350483e-02 8.36222567e-02 -3.25017401e-02
-2.77173161e-02 1.82155796e-01 1.07232562e-01 1.18397659e-01
-2.34027392e-02 1.71040213e-01]
[ 2.15624165e-01 5.22325905e-02 2.64396433e-02 7.46434890e-02
6.84449367e-02 -2.06166110e-02 -1.46324511e-01 1.48043615e-01
-5.94406279e-02 -2.61530776e-02]
[ 3.88199423e-02 -2.41345789e-02 1.55121902e-02 3.65024545e-02
-3.91007876e-01 -1.21527070e-01 -1.94846816e-01 4.10025946e-02
1.16550395e-01 1.90195992e-01]
[ 3.92772550e-02 5.20012973e-01 1.19534612e-01 4.06120693e-01
-1.07051728e+00 -3.03503589e-01 -6.13877678e-01 -7.29828037e-02
2.81692065e-01 3.26886417e-01]
[ 1.76474270e-01 5.04652343e-01 6.32241196e-02 4.15783266e-01
-8.45367426e-01 -8.26885113e-02 -4.44790124e-01 1.50687325e-01
2.02797648e-01 4.83032782e-01]
[ 2.58231584e-01 2.99656034e-01 2.46358394e-01 1.45802546e-01
-4.08189583e-01 8.07392478e-02 -2.09644331e-01 1.62729898e-01
2.38484714e-01 7.71930041e-02]
[ -7.44659387e-02 2.14567638e-01 2.41355940e-01 1.50625481e-02
-3.11770087e-02 1.31320923e-01 -9.44633885e-02 -1.51488980e-02
-3.41811563e-02 4.93278150e-02]
[ -9.67641401e-02 -5.25363789e-03 2.55820866e-02 9.50085394e-02
-5.41543133e-02 1.15628973e-01 2.54942957e-01 2.03822128e-02
-2.73511467e-01 -9.17104277e-02]
[ -2.19268696e-01 -2.11351052e-02 -9.28316393e-02 -3.43366097e-01
1.79537261e-01 1.19553035e-01 1.01075422e-01 1.03573625e-01
-2.06865096e-01 3.29102173e-02]
[ 1.10922969e-02 -3.74473144e-01 -1.26968554e-01 -1.61206728e-01
3.70636069e-01 2.60149024e-02 1.73840056e-01 1.52593329e-01
-1.64759034e-01 -2.20416546e-01]
[ 1.38738451e-01 -1.89509991e-01 -1.42964311e-01 -3.10074255e-03
1.04574923e-01 -5.79929328e-02 2.35562805e-02 -1.49774134e-01
1.30866825e-01 -1.19687679e-01]
[ -1.21368866e-01 1.08720769e-01 2.59429544e-01 -2.03226479e-02
1.81903316e-01 8.61777929e-02 1.70950618e-02 -2.98461068e-01
-1.20246492e-01 -6.42243767e-02]
[ -3.52775953e-01 5.66807042e-02 1.08805993e-02 -3.46702994e-02
1.66980376e-01 -1.69948228e-01 -9.55992732e-03 2.34354705e-01
-9.45851352e-02 7.02835545e-02]
[ 1.42713135e-01 5.80000908e-02 -2.39177832e-01 -9.67063727e-02
1.45247226e-01 -2.92325209e-01 4.61188591e-02 -1.68575806e-01
-7.54176803e-03 -1.97279052e-01]
[ 2.09915061e-01 -1.59537203e-01 6.24120675e-02 -2.54213843e-02
9.07698530e-02 -3.25271311e-02 1.35615956e-02 -1.36952723e-01
1.10569754e-01 -1.82433306e-01]
[ -1.04507012e-01 -5.06602418e-02 1.21327810e-01 1.09331489e-01
4.22779776e-02 -1.12808644e-01 2.45903172e-01 -7.75171565e-02
1.84666862e-01 -3.63174582e-03]
[ 7.86542325e-03 -1.60945614e-01 2.07117673e-01 -2.31307372e-01
7.43690663e-03 1.10719810e-01 3.97595908e-02 -1.14947904e-01
3.19271765e-02 2.35391175e-01]]
[[ 0.59926646]
[ 1.50652997]
[ 0.26836527]
[ 0.85231849]
[-2.64221435]
[-0.26763733]
[-1.55588157]
[ 0.05485918]
[ 0.66787173]
[ 0.88127254]]
Progress: 26.5% ... Training loss: 0.292 ... Validation loss: 0.464[[ 1.64710487e-01 2.13120814e-01 -1.06899977e-01 1.12716056e-01
-5.25354156e-01 -7.26474165e-02 -6.26536558e-02 1.23160337e-01
-6.17324186e-02 1.90626272e-01]
[ 1.19558058e-02 1.56940794e-01 -2.06567244e-02 3.96299385e-02
1.04980390e-01 -4.95941643e-03 3.10743852e-01 4.11001132e-02
1.37695719e-01 -3.15298803e-02]
[ 1.71352682e-01 5.17211049e-01 1.06473737e-02 -1.42268531e-03
3.07337895e-01 -2.99858416e-02 -5.94428700e-01 -3.88380408e-02
5.80002748e-02 2.75902400e-01]
[ -4.88841825e-03 -2.94936374e-01 -2.27771303e-01 6.52360703e-02
-3.43910499e-02 1.55815027e-01 1.23743914e-01 5.74393786e-02
4.13113396e-02 1.62582846e-01]
[ -9.24688497e-03 1.42233844e-01 -1.45285167e-01 4.49328558e-02
5.99761151e-02 -1.80961909e-01 5.37780125e-02 -1.18868238e-01
-1.83727608e-01 -6.67355046e-03]
[ -3.59323218e-01 -4.56867400e-01 -2.88258868e-01 1.67695155e-01
1.07086551e-01 3.97789133e-02 1.48107212e-01 -3.56868116e-02
-2.40332919e-03 1.87257042e-02]
[ -8.19875458e-03 -1.99894815e-01 7.98531150e-03 8.45494442e-02
8.17502552e-03 -6.91892445e-02 1.85982422e-01 -1.90677132e-01
1.84509421e-01 2.38097713e-02]
[ 1.16401804e-01 -2.27398512e-01 3.54276923e-02 -6.37838700e-02
9.60254934e-02 -4.86840455e-02 6.03368985e-02 1.21128536e-01
8.23396025e-02 -1.95481452e-02]
[ -1.73679049e-01 -1.08776961e-01 -3.05352246e-01 -2.47496071e-02
8.02029848e-03 7.04290887e-02 -1.80926977e-01 -2.86882650e-02
2.57340063e-01 -1.31380009e-01]
[ 6.82942013e-02 -3.21373390e-01 9.45356027e-02 4.45991776e-02
6.13130011e-02 -1.19129859e-01 1.07682798e-01 -1.00977629e-01
2.82328795e-02 1.28221856e-01]
[ -8.01050653e-02 2.67086732e-02 7.50814874e-05 -1.49882689e-01
2.86148925e-02 2.06599815e-02 1.27839188e-01 -1.02472483e-01
-1.74523260e-02 -1.26138627e-01]
[ -1.19695010e-01 -1.02884852e-01 -7.23584979e-02 -1.46925568e-02
3.97112590e-01 1.03893848e-01 6.61245294e-02 -1.65623289e-02
-1.76209439e-01 -2.19246849e-01]
[ -1.56450021e-01 5.22730026e-03 6.21736137e-02 2.24536097e-02
-1.73961743e-01 -2.19982265e-01 -1.79225683e-01 -1.96963308e-01
8.76352615e-02 1.74907295e-01]
[ -2.39147294e-01 -2.35519852e-01 1.11794210e-01 2.56297704e-01
-9.58596790e-02 -7.79018296e-02 -3.00245117e-02 -2.56488721e-01
-2.27696853e-01 -2.57683554e-02]
[ 1.14399318e-01 -1.04644250e-01 -1.79608094e-02 1.25849488e-01
-2.51415112e-02 -8.88972498e-02 1.62847043e-01 4.03838638e-03
3.44843183e-02 2.02020394e-02]
[ 3.98659709e-02 -5.88458957e-02 -2.10134739e-01 1.52741139e-01
-4.80412192e-02 8.46207987e-02 -7.44413906e-02 -1.96674990e-02
-8.91539225e-02 -1.02994655e-03]
[ -1.22712202e-01 -6.62017452e-02 -2.03565474e-01 1.53797102e-01
1.00848181e-03 1.35078925e-01 1.13523026e-02 -2.50290078e-01
6.75112026e-02 -2.02444179e-01]
[ -7.72010627e-02 -5.38847594e-02 2.72648665e-01 8.72450903e-02
1.53784799e-01 -5.77269548e-02 -1.07349192e-01 1.19946444e-01
6.30872750e-02 2.18110800e-02]
[ 5.47266206e-02 -2.68865434e-02 8.75203394e-02 8.85735624e-02
6.65516710e-02 -1.73756665e-02 2.39324486e-01 1.20666181e-01
-3.11701250e-02 -6.51669550e-02]
[ 9.53885974e-03 -1.46185599e-01 -2.90416149e-01 -4.85084871e-02
1.92383412e-01 -9.20336491e-02 1.61546770e-01 1.64122364e-01
1.09284001e-01 -2.78629012e-02]
[ 5.08971449e-02 -6.29411018e-03 -1.16612014e-01 4.42987515e-02
-8.86907230e-02 3.22437319e-01 2.57687213e-01 2.05147092e-01
-1.61046065e-01 -6.00926561e-02]
[ -2.42093468e-03 -3.11412555e-02 1.19500373e-01 9.72815407e-02
1.91849091e-02 1.08251355e-01 -1.23184277e-01 -4.20081512e-02
2.05511239e-01 6.90379281e-02]
[ 1.07884952e-01 7.39375717e-02 -4.74878660e-02 -1.02752302e-01
-9.34419662e-02 -3.29380199e-01 1.13923505e-01 8.54505963e-03
1.40227249e-01 8.77338728e-02]
[ -9.86550926e-02 3.63950860e-03 -1.51971504e-02 2.33067967e-02
8.01304987e-03 -2.03663267e-01 -8.96465807e-02 -1.97579093e-02
1.56805215e-02 1.28909155e-01]
[ -1.42028815e-01 -6.71003245e-02 -1.96181931e-01 1.56037615e-04
-2.73264124e-01 -5.86302256e-03 -1.24489819e-02 -2.34314062e-02
5.99048139e-03 6.59073468e-02]
[ -2.97124344e-02 -7.50372919e-02 -7.44828598e-02 -1.27011727e-01
5.29918256e-01 2.75984082e-01 5.47733795e-01 1.13130305e-01
-1.81496435e-01 -3.74569689e-01]
[ -1.71275671e-02 -3.69884476e-01 -3.03001612e-02 -7.50976449e-02
6.64949536e-01 1.01643724e-01 5.08806169e-01 9.13509078e-02
2.75434429e-02 -3.83453192e-01]
[ 1.21911069e-02 -4.21920762e-01 -4.26714975e-02 -1.06620850e-01
6.76511936e-01 2.34870524e-02 4.73718760e-01 4.88194704e-02
-3.62580878e-01 -2.16739082e-01]
[ -1.62721439e-01 -5.62041117e-01 -6.34528326e-03 -1.94545623e-01
7.42538548e-01 -9.31444420e-02 5.90810072e-01 -8.20355503e-02
-6.10398047e-02 9.00518792e-02]
[ -2.84630054e-01 -3.67822370e-01 5.84944259e-02 -3.99152482e-02
9.00597611e-01 1.40119847e-01 3.88550949e-01 4.82635301e-02
-8.32279783e-02 -1.28534824e-01]
[ -1.96680939e-01 -2.70126245e-01 2.53709305e-01 -2.35714169e-01
6.40613209e-01 -4.64680009e-02 6.55353234e-01 1.37251839e-02
-2.50766098e-01 -2.15991444e-02]
[ -1.24111429e-01 -2.02622352e-01 -1.78384924e-01 -9.50947221e-02
4.69896341e-01 -2.31944939e-01 1.59235105e-01 1.69574777e-01
-4.55790701e-03 -1.12881354e-01]
[ 1.17049582e-01 2.51483747e-01 1.66612117e-01 -8.27121600e-02
-1.04342107e-01 4.72854563e-02 -1.59780995e-01 2.83886622e-01
8.11823336e-02 1.83401495e-01]
[ 3.49497796e-01 3.11579667e-01 -8.35684710e-02 3.14713619e-01
-8.86688417e-01 -2.87649736e-01 -4.72431369e-01 1.77575771e-01
3.80691716e-01 -3.57279316e-02]
[ 4.80466245e-02 1.43697922e-01 2.53323182e-01 2.52175115e-01
-6.32665127e-02 -1.96243307e-01 -1.82171134e-01 -1.32847862e-01
-1.38636476e-01 -2.86627788e-01]
[ 2.53213598e-02 -5.28526651e-02 -1.17441997e-01 -5.16946762e-02
2.37727141e-01 4.04095487e-02 -1.12948739e-02 -1.84258341e-01
3.61979294e-02 2.10847643e-01]
[ 3.14686954e-03 -4.92847590e-02 -6.57127151e-02 -4.72996085e-02
-2.85560637e-02 -1.77484992e-01 8.27245876e-02 1.03655162e-02
4.01614643e-02 1.00914421e-02]
[ 2.53507715e-02 5.92835297e-02 2.42889829e-01 6.89711271e-02
-2.10972110e-01 -1.32883555e-01 1.23485833e-01 3.93279718e-02
-1.89642196e-01 1.03313389e-01]
[ 7.38778913e-02 3.45576619e-02 1.08933734e-01 1.15474712e-02
-2.49775965e-01 6.80394193e-02 6.29393797e-02 -2.70443813e-01
-1.41582633e-02 -8.45626369e-02]
[ -1.33538363e-02 8.26004218e-02 8.37024147e-02 -3.22771455e-02
-2.84174788e-02 1.82068733e-01 1.06957706e-01 1.18412701e-01
-2.32542063e-02 1.71268943e-01]
[ 2.15536149e-01 5.19429080e-02 2.63920897e-02 7.44747061e-02
6.88336270e-02 -2.05624245e-02 -1.46108691e-01 1.48032633e-01
-5.95797924e-02 -2.63145438e-02]
[ 3.84702315e-02 -2.49129714e-02 1.53473761e-02 3.59795254e-02
-3.89574609e-01 -1.21387427e-01 -1.94108134e-01 4.09694324e-02
1.16141482e-01 1.89699733e-01]
[ 3.97691041e-02 5.20895488e-01 1.19773886e-01 4.06911907e-01
-1.07315142e+00 -3.03738622e-01 -6.14680544e-01 -7.29282068e-02
2.82326629e-01 3.27595454e-01]
[ 1.76916511e-01 5.05534277e-01 6.34353076e-02 4.16378541e-01
-8.47346775e-01 -8.28778752e-02 -4.45693305e-01 1.50718866e-01
2.03321199e-01 4.83514110e-01]
[ 2.58830356e-01 3.01028635e-01 2.46634169e-01 1.46663113e-01
-4.10933311e-01 8.04530440e-02 -2.11141035e-01 1.62787312e-01
2.39146974e-01 7.80611602e-02]
[ -7.42133234e-02 2.15199896e-01 2.41484236e-01 1.54524764e-02
-3.24446499e-02 1.31204364e-01 -9.51717422e-02 -1.51236377e-02
-3.38839658e-02 4.96908919e-02]
[ -9.64588477e-02 -4.49076824e-03 2.57254189e-02 9.54712634e-02
-5.53680035e-02 1.15496014e-01 2.54127455e-01 2.04109591e-02
-2.73162862e-01 -9.12609545e-02]
[ -2.19133683e-01 -2.07756201e-02 -9.27682472e-02 -3.43178101e-01
1.78911340e-01 1.19493087e-01 1.00693519e-01 1.03586642e-01
-2.06706226e-01 3.31133285e-02]
[ 1.10686176e-02 -3.74539183e-01 -1.26982108e-01 -1.61249544e-01
3.70789152e-01 2.60283995e-02 1.73918217e-01 1.52590778e-01
-1.64792650e-01 -2.20460014e-01]
[ 1.39401055e-01 -1.88052546e-01 -1.42683477e-01 -2.22713965e-03
1.01928042e-01 -5.82392060e-02 2.20524264e-02 -1.49725613e-01
1.31523709e-01 -1.18826941e-01]
[ -1.21110069e-01 1.09006504e-01 2.59562142e-01 -1.98666644e-02
1.79811629e-01 8.60315529e-02 1.68707828e-02 -2.98431783e-01
-1.19936653e-01 -6.38647014e-02]
[ -3.52200556e-01 5.79334177e-02 1.11229017e-02 -3.39295591e-02
1.64388747e-01 -1.70204322e-01 -1.09227513e-02 2.34398862e-01
-9.39404136e-02 7.09607143e-02]
[ 1.42451172e-01 5.69070970e-02 -2.39234706e-01 -9.70447237e-02
1.46049460e-01 -2.92233732e-01 4.71586772e-02 -1.68596273e-01
-7.79629844e-03 -1.97676100e-01]
[ 2.09833388e-01 -1.59637967e-01 6.23854007e-02 -2.55189730e-02
9.11173867e-02 -3.24995991e-02 1.37568717e-02 -1.36959006e-01
1.10497034e-01 -1.82545248e-01]
[ -1.04273954e-01 -5.01179668e-02 1.21413124e-01 1.09615108e-01
4.12895749e-02 -1.12924512e-01 2.45229775e-01 -7.74970665e-02
1.84853230e-01 -3.36184643e-03]
[ 7.68435256e-03 -1.61527636e-01 2.07037774e-01 -2.31488874e-01
7.25718872e-03 1.10797335e-01 4.01871846e-02 -1.14964630e-01
3.18004457e-02 2.35284809e-01]]
[[ 0.602084 ]
[ 1.51001742]
[ 0.27352766]
[ 0.85763811]
[-2.63884249]
[-0.26365782]
[-1.55140954]
[ 0.05875771]
[ 0.67301895]
[ 0.88605441]]
Progress: 26.6% ... Training loss: 0.291 ... Validation loss: 0.467[[ 1.63174005e-01 2.10717328e-01 -1.07406152e-01 1.10833841e-01
-5.20198108e-01 -7.20281074e-02 -5.89604287e-02 1.23039967e-01
-6.32851178e-02 1.88749562e-01]
[ 1.19104969e-02 1.56838229e-01 -2.06776920e-02 3.95619033e-02
1.05198300e-01 -4.93872566e-03 3.10854250e-01 4.10957927e-02
1.37637040e-01 -3.16028754e-02]
[ 1.71226319e-01 5.19285820e-01 1.07378706e-02 -1.59148292e-03
3.09031449e-01 -2.99318169e-02 -5.95088896e-01 -3.88406205e-02
5.77920957e-02 2.75868022e-01]
[ -4.95424837e-03 -2.96592560e-01 -2.27901686e-01 6.50191326e-02
-3.43315627e-02 1.55866873e-01 1.24230608e-01 5.74045169e-02
4.12880373e-02 1.62260949e-01]
[ -7.63479943e-03 1.45854813e-01 -1.44610261e-01 4.72508889e-02
5.27517020e-02 -1.81706247e-01 4.95492506e-02 -1.18699967e-01
-1.82011438e-01 -4.42465163e-03]
[ -3.59837137e-01 -4.58389096e-01 -2.88469100e-01 1.67130598e-01
1.08353819e-01 3.99421266e-02 1.49816169e-01 -3.57237735e-02
-2.93016540e-03 1.80744220e-02]
[ -1.00034632e-02 -2.04272477e-01 7.17312701e-03 8.19593293e-02
1.52905063e-02 -6.84216157e-02 1.90609928e-01 -1.90851235e-01
1.82481155e-01 2.11069311e-02]
[ 1.16865520e-01 -2.25461026e-01 3.58003191e-02 -6.28167961e-02
9.35268417e-02 -4.89488597e-02 5.90989212e-02 1.21202809e-01
8.29992415e-02 -1.85125145e-02]
[ -1.73142662e-01 -1.07342547e-01 -3.05127761e-01 -2.39175839e-02
5.84754280e-03 7.02121138e-02 -1.82272260e-01 -2.86336999e-02
2.57965410e-01 -1.30592974e-01]
[ 6.89301515e-02 -3.18696472e-01 9.49601783e-02 4.58034695e-02
5.84054845e-02 -1.19469362e-01 1.06020307e-01 -1.00878379e-01
2.90706939e-02 1.29509264e-01]
[ -8.19133686e-02 2.23196229e-02 -6.92584956e-04 -1.52338706e-01
3.47589148e-02 2.14155338e-02 1.32479531e-01 -1.02645125e-01
-1.94629770e-02 -1.28778656e-01]
[ -1.19841181e-01 -1.03700179e-01 -7.24407131e-02 -1.47964054e-02
3.97587427e-01 1.03926853e-01 6.68998812e-02 -1.65711633e-02
-1.76306719e-01 -2.19425684e-01]
[ -1.56450021e-01 5.22730026e-03 6.21736137e-02 2.24536097e-02
-1.73961743e-01 -2.19982265e-01 -1.79225683e-01 -1.96963308e-01
8.76352615e-02 1.74907295e-01]
[ -2.38890814e-01 -2.35450134e-01 1.11959254e-01 2.56886663e-01
-9.80740986e-02 -7.80892565e-02 -3.03248611e-02 -2.56447961e-01
-2.27307507e-01 -2.52208807e-02]
[ 1.14359822e-01 -1.04739087e-01 -1.79726300e-02 1.25816052e-01
-2.49691334e-02 -8.88948238e-02 1.62999509e-01 4.03835541e-03
3.44592347e-02 2.01681095e-02]
[ 3.91370427e-02 -6.06867529e-02 -2.10487149e-01 1.51662235e-01
-4.55464726e-02 8.49582812e-02 -7.24079731e-02 -1.97441300e-02
-9.00020168e-02 -2.20520250e-03]
[ -1.23342314e-01 -6.75622992e-02 -2.03851663e-01 1.52935489e-01
3.70830417e-03 1.35310211e-01 1.28466383e-02 -2.50344258e-01
6.68031857e-02 -2.03368498e-01]
[ -7.78007006e-02 -5.54135089e-02 2.72390360e-01 8.63422800e-02
1.56426714e-01 -5.74519005e-02 -1.05787671e-01 1.19885220e-01
6.24097684e-02 2.09429178e-02]
[ 5.43324878e-02 -2.77287559e-02 8.73483215e-02 8.79905820e-02
6.82116581e-02 -1.72011816e-02 2.40180768e-01 1.20626201e-01
-3.16261778e-02 -6.57460027e-02]
[ 9.47852091e-03 -1.46205526e-01 -2.90386880e-01 -4.84653415e-02
1.92246772e-01 -9.19990138e-02 1.61724327e-01 1.64127574e-01
1.09270057e-01 -2.77781729e-02]
[ 5.11431065e-02 -5.15048623e-03 -1.16434944e-01 4.48115046e-02
-9.01156942e-02 3.22267642e-01 2.56737296e-01 2.05182484e-01
-1.60662725e-01 -5.95447963e-02]
[ -2.13574604e-03 -3.00416691e-02 1.19658155e-01 9.77271581e-02
1.81962375e-02 1.08112160e-01 -1.23505794e-01 -4.19727127e-02
2.05913322e-01 6.94052021e-02]
[ 1.07935288e-01 7.42252825e-02 -4.74476566e-02 -1.02617581e-01
-9.37153778e-02 -3.29390450e-01 1.13684211e-01 8.55194791e-03
1.40262645e-01 8.78430553e-02]
[ -9.80884446e-02 4.82745633e-03 -1.49593595e-02 2.41144858e-02
5.85516201e-03 -2.03900585e-01 -9.10654649e-02 -1.97018758e-02
1.62853545e-02 1.29749588e-01]
[ -1.42299309e-01 -6.77292350e-02 -1.96333659e-01 -2.72677938e-04
-2.72025630e-01 -5.72547053e-03 -1.17413967e-02 -2.34613084e-02
5.63406405e-03 6.54596531e-02]
[ -3.03007289e-02 -7.64832466e-02 -7.47470585e-02 -1.27857824e-01
5.32514492e-01 2.76246401e-01 5.49144341e-01 1.13071644e-01
-1.82161317e-01 -3.75437587e-01]
[ -1.71237496e-02 -3.69961976e-01 -3.03100636e-02 -7.50992519e-02
6.65046957e-01 1.01644170e-01 5.08905951e-01 9.13512268e-02
2.75371551e-02 -3.83498804e-01]
[ 1.24557912e-02 -4.21675477e-01 -4.25298789e-02 -1.06174059e-01
6.75161888e-01 2.33524485e-02 4.73303348e-01 4.88493027e-02
-3.62273404e-01 -2.16306941e-01]
[ -1.62679753e-01 -5.61994195e-01 -6.32656246e-03 -1.94485883e-01
7.42391195e-01 -9.31626559e-02 5.90730845e-01 -8.20315585e-02
-6.09950319e-02 9.01129789e-02]
[ -2.84896261e-01 -3.68404518e-01 5.83728052e-02 -4.03086533e-02
9.01607817e-01 1.40236744e-01 3.89168891e-01 4.82365284e-02
-8.35320323e-02 -1.28941796e-01]
[ -1.96665877e-01 -2.70245197e-01 2.53755453e-01 -2.35557383e-01
6.40191741e-01 -4.65158843e-02 6.55453893e-01 1.37352788e-02
-2.50664629e-01 -2.14668762e-02]
[ -1.24049699e-01 -2.02628712e-01 -1.78371298e-01 -9.49591150e-02
4.69607700e-01 -2.31988780e-01 1.59149847e-01 1.69583650e-01
-4.47454478e-03 -1.12784265e-01]
[ 1.16787755e-01 2.50977110e-01 1.66503722e-01 -8.30879958e-02
-1.03465776e-01 4.73883020e-02 -1.59116853e-01 2.83861755e-01
8.09876569e-02 1.83035285e-01]
[ 3.50929896e-01 3.15605286e-01 -8.27894300e-02 3.17155164e-01
-8.93933360e-01 -2.88304455e-01 -4.76354298e-01 1.77745785e-01
3.82530512e-01 -3.31798453e-02]
[ 4.79448248e-02 1.43366341e-01 2.53290609e-01 2.52011812e-01
-6.28440962e-02 -1.96200419e-01 -1.81876849e-01 -1.32857165e-01
-1.38741809e-01 -2.86764601e-01]
[ 2.56853505e-02 -5.22595918e-02 -1.17288152e-01 -5.11476616e-02
2.36092175e-01 4.02361848e-02 -1.21494719e-02 -1.84223056e-01
3.66072337e-02 2.11414511e-01]
[ 3.63527049e-03 -4.78254651e-02 -6.54921874e-02 -4.66097240e-02
-3.06877434e-02 -1.77666133e-01 8.14013157e-02 1.04090448e-02
4.06529284e-02 1.07448979e-02]
[ 2.42796529e-02 5.67092816e-02 2.42392144e-01 6.73884574e-02
-2.06354096e-01 -1.32422412e-01 1.26238440e-01 3.92191651e-02
-1.90859115e-01 1.01677354e-01]
[ 7.30843393e-02 3.28494611e-02 1.08536428e-01 1.02876270e-02
-2.46144732e-01 6.84197467e-02 6.48194714e-02 -2.70527402e-01
-1.51381436e-02 -8.58250826e-02]
[ -1.35967871e-02 8.21974088e-02 8.35963903e-02 -3.26262132e-02
-2.75536253e-02 1.82173507e-01 1.07474057e-01 1.18389184e-01
-2.35245606e-02 1.70932260e-01]
[ 2.15178281e-01 5.10693893e-02 2.62263618e-02 7.39559724e-02
7.04023709e-02 -2.04147038e-02 -1.45243183e-01 1.47996994e-01
-5.99786906e-02 -2.68560806e-02]
[ 3.84133894e-02 -2.51411396e-02 1.53178778e-02 3.58662606e-02
-3.89184221e-01 -1.21363146e-01 -1.93859258e-01 4.09621155e-02
1.16057725e-01 1.89598728e-01]
[ 3.97343651e-02 5.20939216e-01 1.19772645e-01 4.06959181e-01
-1.07309187e+00 -3.03771414e-01 -6.14373850e-01 -7.29168982e-02
2.82303422e-01 3.27585286e-01]
[ 1.76983771e-01 5.05659329e-01 6.34623261e-02 4.16442946e-01
-8.47640859e-01 -8.28946594e-02 -4.45805278e-01 1.50724056e-01
2.03378354e-01 4.83544826e-01]
[ 2.59087671e-01 3.01887907e-01 2.46770777e-01 1.47086552e-01
-4.12156570e-01 8.03280168e-02 -2.11716882e-01 1.62816693e-01
2.39375488e-01 7.84701258e-02]
[ -7.44612229e-02 2.14705369e-01 2.41367071e-01 1.50806711e-02
-3.13318782e-02 1.31318619e-01 -9.45415744e-02 -1.51489909e-02
-3.41749838e-02 4.93084798e-02]
[ -9.64359557e-02 -4.42781037e-03 2.57344485e-02 9.54978620e-02
-5.54579300e-02 1.15485824e-01 2.54058097e-01 2.04133066e-02
-2.73140559e-01 -9.12118885e-02]
[ -2.19241022e-01 -2.09692109e-02 -9.27998521e-02 -3.43299883e-01
1.79285543e-01 1.19530173e-01 1.00921925e-01 1.03578548e-01
-2.06807700e-01 3.29902576e-02]
[ 1.08615910e-02 -3.74983445e-01 -1.27070657e-01 -1.61546787e-01
3.71705497e-01 2.61210301e-02 1.74493237e-01 1.52570535e-01
-1.65006638e-01 -2.20754362e-01]
[ 1.38563291e-01 -1.89787712e-01 -1.43072350e-01 -3.39984323e-03
1.05477150e-01 -5.78726733e-02 2.41675097e-02 -1.49805298e-01
1.30648020e-01 -1.20084302e-01]
[ -1.20912148e-01 1.09586428e-01 2.59681491e-01 -1.95737821e-02
1.79096106e-01 8.59296729e-02 1.63321732e-02 -2.98407725e-01
-1.19707841e-01 -6.35290764e-02]
[ -3.53005844e-01 5.63328540e-02 1.07991451e-02 -3.50154607e-02
1.67298094e-01 -1.69884649e-01 -8.89928062e-03 2.34326176e-01
-9.47982635e-02 6.98104656e-02]
[ 1.42655278e-01 5.68094437e-02 -2.39176743e-01 -9.66254783e-02
1.44928743e-01 -2.92318021e-01 4.67908033e-02 -1.68565658e-01
-7.58454821e-03 -1.97272576e-01]
[ 2.10150953e-01 -1.58322340e-01 6.26192990e-02 -2.48112419e-02
8.95983195e-02 -3.27297627e-02 1.29997657e-02 -1.36907341e-01
1.10952979e-01 -1.81857017e-01]
[ -1.04393787e-01 -5.04032965e-02 1.21376972e-01 1.09472465e-01
4.18099743e-02 -1.12877678e-01 2.45571854e-01 -7.75075114e-02
1.84709286e-01 -3.57560032e-03]
[ 7.40912244e-03 -1.62231933e-01 2.06950039e-01 -2.31863059e-01
7.34498329e-03 1.10929680e-01 4.11233449e-02 -1.14990378e-01
3.15113052e-02 2.34947337e-01]]
[[ 0.60070996]
[ 1.50854234]
[ 0.27003109]
[ 0.85529499]
[-2.64337983]
[-0.26833858]
[-1.55720937]
[ 0.05614647]
[ 0.67117741]
[ 0.8833139 ]]
Progress: 26.6% ... Training loss: 0.292 ... Validation loss: 0.465[[ 1.64830939e-01 2.14919855e-01 -1.06636694e-01 1.13442176e-01
-5.28631881e-01 -7.27357943e-02 -6.26505312e-02 1.23219857e-01
-6.11871702e-02 1.91251566e-01]
[ 1.20363724e-02 1.57129117e-01 -2.06205658e-02 3.97566037e-02
1.04668291e-01 -4.99800176e-03 3.10555692e-01 4.11084101e-02
1.37785711e-01 -3.14093434e-02]
[ 1.72964026e-01 5.25233175e-01 1.15906289e-02 1.13390491e-03
3.00809692e-01 -3.07423990e-02 -6.00324487e-01 -3.86474426e-02
5.99109436e-02 2.78606697e-01]
[ -7.77921422e-03 -3.03490286e-01 -2.29142589e-01 6.10327549e-02
-2.46555333e-02 1.57076019e-01 1.30329008e-01 5.71295398e-02
3.81823586e-02 1.58467790e-01]
[ -6.54320788e-03 1.48745277e-01 -1.44025501e-01 4.90236990e-02
4.74666219e-02 -1.82226379e-01 4.73011954e-02 -1.18587628e-01
-1.80715195e-01 -2.60947038e-03]
[ -3.59223620e-01 -4.58229490e-01 -2.88201032e-01 1.68121032e-01
1.05543898e-01 3.96309480e-02 1.49309379e-01 -3.56608649e-02
-2.19495363e-03 1.89954567e-02]
[ -1.04136853e-02 -2.05293183e-01 6.90936407e-03 8.13521072e-02
1.65024331e-02 -6.81952578e-02 1.91625773e-01 -1.90888464e-01
1.82091796e-01 2.04688480e-02]
[ 1.17072252e-01 -2.24385358e-01 3.60064332e-02 -6.22080327e-02
9.08769602e-02 -4.90989192e-02 5.84678394e-02 1.21245689e-01
8.34472633e-02 -1.79140452e-02]
[ -1.71656317e-01 -1.04135867e-01 -3.04434365e-01 -2.18478556e-02
-7.48307195e-04 6.96197877e-02 -1.85127206e-01 -2.84936666e-02
2.59560324e-01 -1.28694519e-01]
[ 7.15944772e-02 -3.12942363e-01 9.61974510e-02 4.98900058e-02
4.57398469e-02 -1.20640847e-01 1.00762445e-01 -1.00597608e-01
3.22060350e-02 1.33297731e-01]
[ -8.25843022e-02 2.03670137e-02 -9.96829565e-04 -1.53243990e-01
3.68889433e-02 2.17053498e-02 1.34432727e-01 -1.02709295e-01
-2.01273542e-02 -1.29671472e-01]
[ -1.19938201e-01 -1.04080431e-01 -7.24699251e-02 -1.49159551e-02
3.97279310e-01 1.03981315e-01 6.72275736e-02 -1.65791707e-02
-1.76388894e-01 -2.19541460e-01]
[ -1.56450021e-01 5.22730026e-03 6.21736137e-02 2.24536097e-02
-1.73961743e-01 -2.19982265e-01 -1.79225683e-01 -1.96963308e-01
8.76352615e-02 1.74907295e-01]
[ -2.38797363e-01 -2.35282935e-01 1.11983128e-01 2.56983341e-01
-9.85242750e-02 -7.81193212e-02 -3.04882537e-02 -2.56441284e-01
-2.27241840e-01 -2.51237718e-02]
[ 1.14382478e-01 -1.05205120e-01 -1.79558669e-02 1.25887031e-01
-2.50438113e-02 -8.89143752e-02 1.63422569e-01 4.04160224e-03
3.45002329e-02 2.02075732e-02]
[ 3.96748311e-02 -6.00004962e-02 -2.10259477e-01 1.52480536e-01
-4.76458203e-02 8.47011743e-02 -7.33275117e-02 -1.96904465e-02
-8.93583391e-02 -1.42032446e-03]
[ -1.23994630e-01 -6.90901149e-02 -2.04145873e-01 1.52027658e-01
6.22718631e-03 1.35590589e-01 1.44779111e-02 -2.50400583e-01
6.60978528e-02 -2.04330384e-01]
[ -7.72276950e-02 -5.42733511e-02 2.72595239e-01 8.71805053e-02
1.53401049e-01 -5.76901889e-02 -1.07174635e-01 1.19936708e-01
6.30866050e-02 2.16920389e-02]
[ 5.40098129e-02 -2.83765489e-02 8.72079890e-02 8.75733917e-02
6.93421095e-02 -1.70435889e-02 2.40924334e-01 1.20601712e-01
-3.19054370e-02 -6.60818616e-02]
[ 9.89201657e-03 -1.44988671e-01 -2.90152303e-01 -4.77194805e-02
1.89490814e-01 -9.22107854e-02 1.60614497e-01 1.64174076e-01
1.09815073e-01 -2.70420575e-02]
[ 5.10791339e-02 -5.08772997e-03 -1.16465624e-01 4.47001644e-02
-9.00949356e-02 3.22292931e-01 2.56810614e-01 2.05176157e-01
-1.60743773e-01 -5.96607475e-02]
[ -1.67970129e-03 -2.92078434e-02 1.19909293e-01 9.83769593e-02
1.66957299e-02 1.07942804e-01 -1.23933869e-01 -4.19202882e-02
2.06406018e-01 7.00867156e-02]
[ 1.08363287e-01 7.53805606e-02 -4.72459786e-02 -1.02009581e-01
-9.59730424e-02 -3.29561114e-01 1.12655568e-01 8.59265958e-03
1.40707636e-01 8.82872998e-02]
[ -9.79045777e-02 5.19231629e-03 -1.48782263e-02 2.43791526e-02
5.07592463e-03 -2.03979631e-01 -9.14295981e-02 -1.96850469e-02
1.64880758e-02 1.30011737e-01]
[ -1.42072280e-01 -6.72935338e-02 -1.96206334e-01 1.32873018e-04
-2.73596213e-01 -5.84008810e-03 -1.21890095e-02 -2.34371387e-02
5.97589012e-03 6.58586312e-02]
[ -3.01398782e-02 -7.62803545e-02 -7.46771645e-02 -1.27611834e-01
5.31782336e-01 2.76168874e-01 5.48937522e-01 1.13087271e-01
-1.81973197e-01 -3.75193032e-01]
[ -1.70835153e-02 -3.70320746e-01 -3.03233841e-02 -7.50623928e-02
6.64943432e-01 1.01633095e-01 5.09042026e-01 9.13559888e-02
2.75623921e-02 -3.83464948e-01]
[ 1.23544249e-02 -4.21841091e-01 -4.25755817e-02 -1.06306240e-01
6.75588129e-01 2.33944274e-02 4.73525490e-01 4.88411637e-02
-3.62376922e-01 -2.16439671e-01]
[ -1.62415674e-01 -5.61952428e-01 -6.19525079e-03 -1.94061363e-01
7.41048653e-01 -9.32822493e-02 5.90611824e-01 -8.20053318e-02
-6.06640708e-02 9.05478153e-02]
[ -2.84979242e-01 -3.68585878e-01 5.83448142e-02 -4.03969028e-02
9.01847058e-01 1.40263304e-01 3.89366674e-01 4.82309661e-02
-8.35998952e-02 -1.29029548e-01]
[ -1.96807671e-01 -2.70608916e-01 2.53691886e-01 -2.35751643e-01
6.40774101e-01 -4.64528446e-02 6.55874578e-01 1.37217196e-02
-2.50824048e-01 -2.16384012e-02]
[ -1.23678910e-01 -2.01727064e-01 -1.78201404e-01 -9.44147172e-02
4.68194714e-01 -2.32137108e-01 1.58231382e-01 1.69618432e-01
-4.05006837e-03 -1.12226313e-01]
[ 1.17088864e-01 2.51815603e-01 1.66651286e-01 -8.26117566e-02
-1.04887894e-01 4.72472311e-02 -1.59949587e-01 2.83891144e-01
8.13595261e-02 1.83490349e-01]
[ 3.50439454e-01 3.14566601e-01 -8.29806321e-02 3.16573837e-01
-8.92752748e-01 -2.88106881e-01 -4.74978518e-01 1.77709461e-01
3.82074388e-01 -3.38485000e-02]
[ 4.78797377e-02 1.43201090e-01 2.53262493e-01 2.51928364e-01
-6.25700657e-02 -1.96174187e-01 -1.81701909e-01 -1.32862506e-01
-1.38809666e-01 -2.86863666e-01]
[ 2.54568024e-02 -5.27286744e-02 -1.17393327e-01 -5.14776456e-02
2.36853237e-01 4.03364875e-02 -1.16674369e-02 -1.84244539e-01
3.63477633e-02 2.11102675e-01]
[ 3.87443020e-03 -4.74235906e-02 -6.53844960e-02 -4.62717704e-02
-3.17343471e-02 -1.77772204e-01 8.08173583e-02 1.04312956e-02
4.08977736e-02 1.10946284e-02]
[ 2.54235117e-02 5.96381362e-02 2.42875616e-01 6.90649691e-02
-2.11356603e-01 -1.32919204e-01 1.23339500e-01 3.93285368e-02
-1.89567320e-01 1.03211485e-01]
[ 7.27147959e-02 3.19280239e-02 1.08380973e-01 9.74643028e-03
-2.44567656e-01 6.85878550e-02 6.57147721e-02 -2.70560908e-01
-1.55530842e-02 -8.63753853e-02]
[ -1.33719172e-02 8.28538323e-02 8.36928510e-02 -3.23295024e-02
-2.84498488e-02 1.82068164e-01 1.06917087e-01 1.18408602e-01
-2.33008869e-02 1.71222514e-01]
[ 2.15092411e-01 5.09026783e-02 2.61820596e-02 7.37833178e-02
7.06807113e-02 -2.03653785e-02 -1.45117036e-01 1.47987321e-01
-6.00979028e-02 -2.69864313e-02]
[ 3.84663627e-02 -2.50475573e-02 1.53283629e-02 3.59073483e-02
-3.89349920e-01 -1.21377629e-01 -1.93932347e-01 4.09643699e-02
1.16069422e-01 1.89622811e-01]
[ 3.94337009e-02 5.19753212e-01 1.19659872e-01 4.06450697e-01
-1.07233602e+00 -3.03560779e-01 -6.12701070e-01 -7.29467061e-02
2.81960747e-01 3.27066029e-01]
[ 1.77080874e-01 5.05822396e-01 6.35029811e-02 4.16626362e-01
-8.48009716e-01 -8.29455503e-02 -4.45864128e-01 1.50737500e-01
2.03519677e-01 4.83692866e-01]
[ 2.59356644e-01 3.02668228e-01 2.46920243e-01 1.47580770e-01
-4.13677524e-01 8.01748411e-02 -2.12623151e-01 1.62849821e-01
2.39772775e-01 7.89176307e-02]
[ -7.40345189e-02 2.15838393e-01 2.41576214e-01 1.57569587e-02
-3.33802085e-02 1.31114725e-01 -9.56666452e-02 -1.51049398e-02
-3.36508788e-02 4.99815187e-02]
[ -9.64544410e-02 -4.45198971e-03 2.57232581e-02 9.54704812e-02
-5.54551562e-02 1.15492955e-01 2.54103121e-01 2.04116122e-02
-2.73154475e-01 -9.12338798e-02]
[ -2.19144889e-01 -2.07862686e-02 -9.27540979e-02 -3.43152962e-01
1.78863472e-01 1.19484016e-01 1.00689002e-01 1.03588201e-01
-2.06692630e-01 3.31416207e-02]
[ 1.09559060e-02 -3.74846274e-01 -1.27029837e-01 -1.61407031e-01
3.71268754e-01 2.60773363e-02 1.74280682e-01 1.52579862e-01
-1.64903312e-01 -2.20625433e-01]
[ 1.37786810e-01 -1.92463420e-01 -1.43453298e-01 -4.50629560e-03
1.07938010e-01 -5.75051782e-02 2.66459821e-02 -1.49883333e-01
1.29828297e-01 -1.21253629e-01]
[ -1.21065337e-01 1.09179484e-01 2.59620223e-01 -1.98114518e-02
1.79776455e-01 8.60074176e-02 1.67409917e-02 -2.98422818e-01
-1.19882084e-01 -6.37899084e-02]
[ -3.51811992e-01 5.86968463e-02 1.13188445e-02 -3.34330025e-02
1.62765762e-01 -1.70321213e-01 -1.11038716e-02 2.34437806e-01
-9.35367532e-02 7.13900993e-02]
[ 1.42497012e-01 5.67832312e-02 -2.39230071e-01 -9.67512856e-02
1.45641541e-01 -2.92291657e-01 4.73177553e-02 -1.68572128e-01
-7.70957834e-03 -1.97431866e-01]
[ 2.11160579e-01 -1.56037602e-01 6.31468163e-02 -2.30896547e-02
8.42061434e-02 -3.32373526e-02 1.06776725e-02 -1.36793329e-01
1.12303634e-01 -1.80193906e-01]
[ -1.03662184e-01 -4.88362833e-02 1.21709189e-01 1.10540438e-01
3.86450688e-02 -1.13219670e-01 2.43809291e-01 -7.74363678e-02
1.85488608e-01 -2.49469350e-03]
[ 7.45834933e-03 -1.61917564e-01 2.06969965e-01 -2.31703446e-01
5.73666401e-03 1.10917016e-01 4.10213759e-02 -1.14978973e-01
3.16276031e-02 2.34993009e-01]]
[[ 0.60790879]
[ 1.51785523]
[ 0.27832233]
[ 0.86275472]
[-2.63480702]
[-0.26349891]
[-1.5515698 ]
[ 0.06435012]
[ 0.6785486 ]
[ 0.89250263]]
Progress: 26.6% ... Training loss: 0.291 ... Validation loss: 0.465[[ 1.63589572e-01 2.11686966e-01 -1.07295099e-01 1.11455729e-01
-5.22613171e-01 -7.21645511e-02 -5.99826209e-02 1.23091248e-01
-6.27254625e-02 1.89470871e-01]
[ 1.18682906e-02 1.56729538e-01 -2.06981991e-02 3.95194943e-02
1.05345220e-01 -4.92679700e-03 3.10988343e-01 4.10926092e-02
1.37596611e-01 -3.16582385e-02]
[ 1.72400229e-01 5.25480188e-01 1.10812502e-02 -6.36609710e-04
3.06976955e-01 -3.02632187e-02 -6.00170396e-01 -3.87532233e-02
5.85704171e-02 2.77361694e-01]
[ -4.95113922e-03 -2.98349735e-01 -2.27715938e-01 6.53057017e-02
-3.52728977e-02 1.55798328e-01 1.24327147e-01 5.74316133e-02
4.15941938e-02 1.63165734e-01]
[ -7.03107377e-03 1.47940711e-01 -1.44309509e-01 4.79595756e-02
5.00673895e-02 -1.81918311e-01 4.80986294e-02 -1.18638158e-01
-1.81616766e-01 -3.82864253e-03]
[ -3.58952813e-01 -4.58778083e-01 -2.87987550e-01 1.68983700e-01
1.03111476e-01 3.93842007e-02 1.49495125e-01 -3.55984552e-02
-1.61267019e-03 1.96885142e-02]
[ -1.05871394e-02 -2.05678457e-01 6.77352734e-03 8.10202923e-02
1.70804750e-02 -6.81330662e-02 1.91883124e-01 -1.90888489e-01
1.81814984e-01 2.01221770e-02]
[ 1.15785310e-01 -2.27599968e-01 3.53739456e-02 -6.41854192e-02
9.63843113e-02 -4.85069265e-02 6.17071506e-02 1.21103010e-01
8.19255948e-02 -1.96858280e-02]
[ -1.72669673e-01 -1.06556859e-01 -3.04893307e-01 -2.33153139e-02
1.93052184e-03 7.00789988e-02 -1.82463614e-01 -2.86036275e-02
2.58523982e-01 -1.30301465e-01]
[ 6.93184989e-02 -3.18301444e-01 9.50494199e-02 4.64210721e-02
5.42646750e-02 -1.19620771e-01 1.06598378e-01 -1.00828516e-01
2.95154523e-02 1.29856905e-01]
[ -8.29305612e-02 1.90360205e-02 -1.11999238e-03 -1.53628461e-01
3.73571487e-02 2.18059071e-02 1.35441009e-01 -1.02732176e-01
-2.03850152e-02 -1.30126602e-01]
[ -1.19518909e-01 -1.03959823e-01 -7.22125150e-02 -1.39765417e-02
3.94618076e-01 1.03727330e-01 6.67293603e-02 -1.65156383e-02
-1.75693189e-01 -2.18677846e-01]
[ -1.56450021e-01 5.22730026e-03 6.21736137e-02 2.24536097e-02
-1.73961743e-01 -2.19982265e-01 -1.79225683e-01 -1.96963308e-01
8.76352615e-02 1.74907295e-01]
[ -2.38771504e-01 -2.35585453e-01 1.12059519e-01 2.57299899e-01
-9.95583819e-02 -7.82002501e-02 -3.02831790e-02 -2.56421628e-01
-2.27090484e-01 -2.49735210e-02]
[ 1.13985895e-01 -1.06298591e-01 -1.81013917e-02 1.25490045e-01
-2.43195024e-02 -8.87958885e-02 1.64670411e-01 4.00844953e-03
3.41825052e-02 1.97110248e-02]
[ 4.01943858e-02 -5.92843449e-02 -2.10039667e-01 1.53197447e-01
-4.91764766e-02 8.44847680e-02 -7.43800900e-02 -1.96315419e-02
-8.87884689e-02 -6.16566118e-04]
[ -1.24478622e-01 -7.03196156e-02 -2.04375405e-01 1.51279014e-01
8.34071148e-03 1.35795905e-01 1.56013886e-02 -2.50434509e-01
6.55394173e-02 -2.04960594e-01]
[ -7.64007098e-02 -5.22424517e-02 2.72944042e-01 8.83854553e-02
1.49758764e-01 -5.80516625e-02 -1.09203857e-01 1.20025761e-01
6.39750406e-02 2.27597043e-02]
[ 5.34747450e-02 -2.95834151e-02 8.69451580e-02 8.67628240e-02
7.14534665e-02 -1.68183145e-02 2.42121526e-01 1.20545053e-01
-3.25313254e-02 -6.68938427e-02]
[ 9.56717122e-03 -1.45785424e-01 -2.90312570e-01 -4.82216159e-02
1.90647523e-01 -9.20606426e-02 1.61381949e-01 1.64138096e-01
1.09430421e-01 -2.73751423e-02]
[ 5.04371036e-02 -6.68061691e-03 -1.16788080e-01 4.36944129e-02
-8.70617951e-02 3.22593355e-01 2.58457989e-01 2.05102420e-01
-1.61515822e-01 -6.06322049e-02]
[ -2.11466644e-03 -3.02117824e-02 1.19715792e-01 9.77438519e-02
1.84750129e-02 1.08132880e-01 -1.22723405e-01 -4.19649080e-02
2.05922084e-01 6.94412360e-02]
[ 1.08565200e-01 7.58997182e-02 -4.71469643e-02 -1.01741772e-01
-9.68991231e-02 -3.29624314e-01 1.11975188e-01 8.61272903e-03
1.40946531e-01 8.85557915e-02]
[ -9.79843773e-02 4.83507456e-03 -1.49184390e-02 2.42595455e-02
5.30455599e-03 -2.03945687e-01 -9.11052209e-02 -1.96943754e-02
1.64050977e-02 1.29875370e-01]
[ -1.42952254e-01 -6.95460323e-02 -1.96609811e-01 -1.07054606e-03
-2.71278239e-01 -5.47509505e-03 -9.80408369e-03 -2.35276739e-02
5.10045819e-03 6.45612509e-02]
[ -3.02084528e-02 -7.65536358e-02 -7.47044559e-02 -1.27697603e-01
5.32077123e-01 2.76198344e-01 5.49240894e-01 1.13080981e-01
-1.82054612e-01 -3.75310161e-01]
[ -1.73769808e-02 -3.71525962e-01 -3.04374862e-02 -7.53808272e-02
6.65698444e-01 1.01724892e-01 5.10052242e-01 9.13374174e-02
2.73177099e-02 -3.83819017e-01]
[ 1.22391709e-02 -4.22280114e-01 -4.26034227e-02 -1.06405553e-01
6.75885251e-01 2.34265928e-02 4.73971044e-01 4.88342843e-02
-3.62461058e-01 -2.16557303e-01]
[ -1.62664905e-01 -5.62488254e-01 -6.30363731e-03 -1.94369239e-01
7.42034081e-01 -9.31894486e-02 5.91157348e-01 -8.20270779e-02
-6.08882338e-02 9.02628413e-02]
[ -2.84947780e-01 -3.68619403e-01 5.83732832e-02 -4.03132676e-02
9.01508992e-01 1.40240999e-01 3.89346832e-01 4.82378607e-02
-8.35365710e-02 -1.28940336e-01]
[ -1.96730078e-01 -2.70585315e-01 2.53752886e-01 -2.35545448e-01
6.40047759e-01 -4.65189866e-02 6.55869720e-01 1.37370209e-02
-2.50655670e-01 -2.14582006e-02]
[ -1.23408590e-01 -2.01352078e-01 -1.78062193e-01 -9.39490208e-02
4.66866414e-01 -2.32278451e-01 1.57693356e-01 1.69650694e-01
-3.68436128e-03 -1.11760747e-01]
[ 1.16929638e-01 2.51551241e-01 1.66580565e-01 -8.28390361e-02
-1.04294837e-01 4.73173163e-02 -1.59738009e-01 2.83873007e-01
8.11649737e-02 1.83246024e-01]
[ 3.51240049e-01 3.16539220e-01 -8.26240830e-02 3.17579873e-01
-8.95452034e-01 -2.88429774e-01 -4.76906008e-01 1.77793953e-01
3.82936418e-01 -3.26346666e-02]
[ 4.76632426e-02 1.42698273e-01 2.53176317e-01 2.51638134e-01
-6.16521494e-02 -1.96090834e-01 -1.81172853e-01 -1.32882912e-01
-1.39047962e-01 -2.87211672e-01]
[ 2.58329344e-02 -5.19061150e-02 -1.17238214e-01 -5.09203666e-02
2.35138692e-01 4.01696027e-02 -1.25966170e-02 -1.84204570e-01
3.67573323e-02 2.11621590e-01]
[ 4.31522738e-03 -4.62446303e-02 -6.52061919e-02 -4.56622054e-02
-3.37299107e-02 -1.77941660e-01 7.97307267e-02 1.04770708e-02
4.13450559e-02 1.16268255e-02]
[ 2.54296798e-02 5.96298685e-02 2.42880279e-01 6.90757956e-02
-2.11315301e-01 -1.32934417e-01 1.23324749e-01 3.93305119e-02
-1.89551894e-01 1.03217149e-01]
[ 7.19302837e-02 2.99248310e-02 1.08005195e-01 8.56857409e-03
-2.41051577e-01 6.89454547e-02 6.77054152e-02 -2.70640159e-01
-1.64748544e-02 -8.75838062e-02]
[ -1.27780414e-02 8.41904830e-02 8.39658573e-02 -3.14837250e-02
-3.09828019e-02 1.81813544e-01 1.05482418e-01 1.18472180e-01
-2.26220207e-02 1.72071326e-01]
[ 2.15301909e-01 5.13612254e-02 2.62710057e-02 7.40993595e-02
6.96187101e-02 -2.04698836e-02 -1.45679112e-01 1.48013283e-01
-5.98674713e-02 -2.66719664e-02]
[ 3.81661245e-02 -2.56665493e-02 1.51687022e-02 3.54059767e-02
-3.87847934e-01 -1.21239320e-01 -1.93225950e-01 4.09282368e-02
1.15681455e-01 1.89132005e-01]
[ 3.85044495e-02 5.17534519e-01 1.19226955e-01 4.05160113e-01
-1.06954446e+00 -3.03162972e-01 -6.10327050e-01 -7.30433008e-02
2.80935050e-01 3.25734682e-01]
[ 1.75967923e-01 5.03080117e-01 6.29735232e-02 4.15047759e-01
-8.44134186e-01 -8.24490876e-02 -4.43074489e-01 1.50614667e-01
2.02272896e-01 4.82122894e-01]
[ 2.59321683e-01 3.02563636e-01 2.46900408e-01 1.47540262e-01
-4.13776627e-01 8.01909081e-02 -2.12550283e-01 1.62847723e-01
2.39785420e-01 7.88795444e-02]
[ -7.42803817e-02 2.15153452e-01 2.41454332e-01 1.53790582e-02
-3.22268480e-02 1.31226272e-01 -9.49911794e-02 -1.51325964e-02
-3.39463703e-02 4.96201223e-02]
[ -9.64275894e-02 -4.31306868e-03 2.57354607e-02 9.54979158e-02
-5.55710244e-02 1.15482179e-01 2.53970931e-01 2.04142578e-02
-2.73129964e-01 -9.12023719e-02]
[ -2.19277543e-01 -2.10873462e-02 -9.28105869e-02 -3.43339840e-01
1.79414940e-01 1.19541521e-01 1.01025472e-01 1.03574020e-01
-2.06833470e-01 3.29479377e-02]
[ 1.05623463e-02 -3.75786499e-01 -1.27210546e-01 -1.61966908e-01
3.72937974e-01 2.62431526e-02 1.75285594e-01 1.52541526e-01
-1.65348232e-01 -2.21198300e-01]
[ 1.36663080e-01 -1.95004976e-01 -1.43977902e-01 -6.06085793e-03
1.11467607e-01 -5.70106945e-02 2.93264699e-02 -1.50002027e-01
1.28620855e-01 -1.22831953e-01]
[ -1.21892810e-01 1.07315413e-01 2.59241465e-01 -2.09899628e-02
1.83128600e-01 8.63647842e-02 1.88177670e-02 -2.98498671e-01
-1.20827062e-01 -6.50288610e-02]
[ -3.51313598e-01 5.95096596e-02 1.16131242e-02 -3.25707331e-02
1.59931848e-01 -1.70581973e-01 -1.19225577e-02 2.34508721e-01
-9.28680016e-02 7.22757153e-02]
[ 1.41735898e-01 5.48956995e-02 -2.39583149e-01 -9.78714997e-02
1.48863479e-01 -2.91983065e-01 4.94179734e-02 -1.68650529e-01
-8.57087595e-03 -1.98600154e-01]
[ 2.10464156e-01 -1.57671961e-01 6.28121089e-02 -2.41383667e-02
8.73264166e-02 -3.29201828e-02 1.22967052e-02 -1.36869374e-01
1.11498010e-01 -1.81275678e-01]
[ -1.03758460e-01 -4.98310336e-02 1.21661535e-01 1.10535058e-01
3.90197845e-02 -1.13211719e-01 2.44374892e-01 -7.74370238e-02
1.85498224e-01 -2.52688727e-03]
[ 8.26202520e-03 -1.60377578e-01 2.07300704e-01 -2.30572326e-01
1.30370937e-03 1.10558861e-01 3.91439477e-02 -1.14890495e-01
3.25160381e-02 2.36174582e-01]]
[[ 0.59901183]
[ 1.50964671]
[ 0.27086774]
[ 0.85482185]
[-2.63904462]
[-0.26854169]
[-1.5572993 ]
[ 0.05934194]
[ 0.67061394]
[ 0.88567099]]
Progress: 26.7% ... Training loss: 0.291 ... Validation loss: 0.464[[ 1.67985364e-01 2.22437427e-01 -1.05362315e-01 1.17613052e-01
-5.41113408e-01 -7.41206515e-02 -7.11635912e-02 1.23504219e-01
-5.79714648e-02 1.95745114e-01]
[ 1.17766505e-02 1.56508395e-01 -2.07397759e-02 3.93815297e-02
1.05655927e-01 -4.88706374e-03 3.11214058e-01 4.10827923e-02
1.37499541e-01 -3.17735909e-02]
[ 1.75290358e-01 5.32981001e-01 1.24251738e-02 3.68433517e-03
2.94230744e-01 -3.16934459e-02 -6.07910995e-01 -3.84652334e-02
6.19188264e-02 2.81652788e-01]
[ -4.70148118e-03 -2.97688110e-01 -2.27525685e-01 6.56591108e-02
-3.47547430e-02 1.55712070e-01 1.23632414e-01 5.74811190e-02
4.18720410e-02 1.63932340e-01]
[ -5.29353232e-03 1.51660075e-01 -1.43505402e-01 5.03175139e-02
4.29486405e-02 -1.82718627e-01 4.36183113e-02 -1.18475812e-01
-1.79797151e-01 -1.24077898e-03]
[ -3.58749504e-01 -4.58423420e-01 -2.87932563e-01 1.69103953e-01
1.02594176e-01 3.93393793e-02 1.49157287e-01 -3.55855276e-02
-1.44888075e-03 1.98702395e-02]
[ -7.29817583e-03 -1.97412375e-01 8.24677004e-03 8.58055430e-02
2.80527997e-03 -6.96363356e-02 1.83456184e-01 -1.90571297e-01
1.85519570e-01 2.49097074e-02]
[ 1.15580011e-01 -2.27965395e-01 3.52847871e-02 -6.44804009e-02
9.67461376e-02 -4.84736446e-02 6.19762306e-02 1.21083922e-01
8.16717139e-02 -1.98639730e-02]
[ -1.72457756e-01 -1.06476698e-01 -3.04799693e-01 -2.30974866e-02
1.15944377e-03 7.00006189e-02 -1.82557198e-01 -2.85834935e-02
2.58688366e-01 -1.30208592e-01]
[ 7.08584236e-02 -3.14091869e-01 9.57161783e-02 4.85679626e-02
4.63775735e-02 -1.20341225e-01 1.02633678e-01 -1.00683101e-01
3.13208660e-02 1.31930764e-01]
[ -8.24961871e-02 1.95397628e-02 -9.48586913e-04 -1.53089654e-01
3.61076025e-02 2.16285528e-02 1.34738015e-01 -1.02697148e-01
-2.00059556e-02 -1.29529393e-01]
[ -1.17994318e-01 -1.00337663e-01 -7.15179948e-02 -1.18338901e-02
3.88552977e-01 1.03031950e-01 6.28077718e-02 -1.63649150e-02
-1.74098783e-01 -2.16464931e-01]
[ -1.56450021e-01 5.22730026e-03 6.21736137e-02 2.24536097e-02
-1.73961743e-01 -2.19982265e-01 -1.79225683e-01 -1.96963308e-01
8.76352615e-02 1.74907295e-01]
[ -2.39010322e-01 -2.35748735e-01 1.11926058e-01 2.56835372e-01
-9.82453737e-02 -7.80264659e-02 -2.97689912e-02 -2.56451551e-01
-2.27414202e-01 -2.54098292e-02]
[ 1.13936171e-01 -1.06617773e-01 -1.81196939e-02 1.25430816e-01
-2.41408547e-02 -8.87893136e-02 1.64958833e-01 4.00585513e-03
3.41372362e-02 1.96518659e-02]
[ 4.04780282e-02 -5.88225399e-02 -2.09934334e-01 1.53536163e-01
-5.03489688e-02 8.43624871e-02 -7.50051471e-02 -1.96088462e-02
-8.84989798e-02 -2.58564290e-04]
[ -1.23150171e-01 -6.72524674e-02 -2.03781797e-01 1.53193750e-01
2.62430734e-03 1.35212588e-01 1.23078039e-02 -2.50323259e-01
6.70467981e-02 -2.03058337e-01]
[ -7.41317835e-02 -4.64278290e-02 2.73955115e-01 9.16963100e-02
1.40197094e-01 -5.91069163e-02 -1.15049816e-01 1.20262529e-01
6.65040639e-02 2.60896657e-02]
[ 5.29141494e-02 -3.06940122e-02 8.67274439e-02 8.59826635e-02
7.32022837e-02 -1.65922761e-02 2.43387554e-01 1.20496482e-01
-3.30933827e-02 -6.76649790e-02]
[ 9.74107653e-03 -1.45238840e-01 -2.90248938e-01 -4.80089382e-02
1.90097471e-01 -9.21645595e-02 1.60862372e-01 1.64149153e-01
1.09603668e-01 -2.71314023e-02]
[ 5.12088116e-02 -4.81969743e-03 -1.16444290e-01 4.48379553e-02
-9.06717326e-02 3.22227004e-01 2.56457511e-01 2.05182902e-01
-1.60712610e-01 -5.94887631e-02]
[ -2.71107017e-03 -3.20354831e-02 1.19446037e-01 9.68150018e-02
2.15812466e-02 1.08418452e-01 -1.20998148e-01 -4.20280403e-02
2.05235070e-01 6.86419963e-02]
[ 1.09075730e-01 7.71996581e-02 -4.69145883e-02 -1.01000431e-01
-9.90206503e-02 -3.29845687e-01 1.10662655e-01 8.66484113e-03
1.41507539e-01 8.91736269e-02]
[ -9.82425969e-02 4.11848676e-03 -1.50306583e-02 2.38596149e-02
6.48584318e-03 -2.03826009e-01 -9.03421846e-02 -1.97215500e-02
1.60969711e-02 1.29459003e-01]
[ -1.43086766e-01 -7.01282250e-02 -1.96675490e-01 -1.27136822e-03
-2.71275897e-01 -5.42743675e-03 -9.35310604e-03 -2.35394773e-02
4.94216263e-03 6.43322067e-02]
[ -3.01801549e-02 -7.65061992e-02 -7.46915855e-02 -1.27657080e-01
5.31968973e-01 2.76185991e-01 5.49178587e-01 1.13083807e-01
-1.82023956e-01 -3.75268055e-01]
[ -1.74267449e-02 -3.71886095e-01 -3.04721863e-02 -7.54899722e-02
6.66110120e-01 1.01742738e-01 5.10407817e-01 9.13304803e-02
2.72418762e-02 -3.83952344e-01]
[ 1.20700822e-02 -4.22715628e-01 -4.26841669e-02 -1.06662610e-01
6.76582937e-01 2.35091995e-02 4.74461249e-01 4.88171925e-02
-3.62661119e-01 -2.16811144e-01]
[ -1.62633979e-01 -5.62451371e-01 -6.28744604e-03 -1.94318143e-01
7.41876532e-01 -9.32027563e-02 5.91121933e-01 -8.20237881e-02
-6.08519261e-02 9.03099903e-02]
[ -2.85394926e-01 -3.69668466e-01 5.81801713e-02 -4.09431150e-02
9.03231364e-01 1.40433962e-01 3.90485344e-01 4.81942742e-02
-8.40177971e-02 -1.29541472e-01]
[ -1.96894891e-01 -2.70992799e-01 2.53676571e-01 -2.35789644e-01
6.40810159e-01 -4.64427427e-02 6.56238101e-01 1.37203809e-02
-2.50854362e-01 -2.17065664e-02]
[ -1.23153157e-01 -2.00803376e-01 -1.77946827e-01 -9.35685121e-02
4.65761104e-01 -2.32397026e-01 1.57094452e-01 1.69676544e-01
-3.38742659e-03 -1.11367523e-01]
[ 1.16739396e-01 2.51295474e-01 1.66487789e-01 -8.31434362e-02
-1.03433209e-01 4.74126984e-02 -1.59316605e-01 2.83851841e-01
8.09257831e-02 1.82929907e-01]
[ 3.52447211e-01 3.19692912e-01 -8.20547305e-02 3.19230023e-01
-8.99882301e-01 -2.88957656e-01 -4.80141802e-01 1.77920992e-01
3.84266068e-01 -3.07454760e-02]
[ 4.77791767e-02 1.43132557e-01 2.53226881e-01 2.51752770e-01
-6.21717074e-02 -1.96137292e-01 -1.81544635e-01 -1.32872719e-01
-1.38928372e-01 -2.87039593e-01]
[ 2.64315284e-02 -5.06498588e-02 -1.16983044e-01 -5.00731301e-02
2.32603846e-01 3.99067049e-02 -1.39876546e-02 -1.84149768e-01
3.74037515e-02 2.12482967e-01]
[ 4.07198899e-03 -4.69709827e-02 -6.53239259e-02 -4.60287106e-02
-3.27429814e-02 -1.77853380e-01 8.04159777e-02 1.04537415e-02
4.10440320e-02 1.11652740e-02]
[ 2.61351550e-02 6.12664301e-02 2.43204811e-01 7.01080104e-02
-2.14401096e-01 -1.33253239e-01 1.21550834e-01 3.94026000e-02
-1.88832563e-01 1.04107096e-01]
[ 7.38649588e-02 3.47581203e-02 1.08846143e-01 1.14002528e-02
-2.49593178e-01 6.80668422e-02 6.26712762e-02 -2.70461868e-01
-1.42540208e-02 -8.47171688e-02]
[ -1.30163040e-02 8.36814723e-02 8.38623113e-02 -3.18321696e-02
-3.00474821e-02 1.81921444e-01 1.06102582e-01 1.18448255e-01
-2.28923773e-02 1.71718714e-01]
[ 2.15099874e-01 5.09655802e-02 2.61817243e-02 7.38108521e-02
7.03700183e-02 -2.03867371e-02 -1.45195837e-01 1.47993640e-01
-6.00912733e-02 -2.69705279e-02]
[ 3.82100970e-02 -2.55477403e-02 1.51942731e-02 3.54709631e-02
-3.87999499e-01 -1.21253113e-01 -1.93338256e-01 4.09289167e-02
1.15753959e-01 1.89146075e-01]
[ 3.81684273e-02 5.16285896e-01 1.19057973e-01 4.04629383e-01
-1.06835893e+00 -3.03022846e-01 -6.09122322e-01 -7.30775423e-02
2.80462528e-01 3.25174130e-01]
[ 1.76439595e-01 5.04173343e-01 6.32039860e-02 4.15723141e-01
-8.46265958e-01 -8.26670547e-02 -4.44339367e-01 1.50665887e-01
2.02854425e-01 4.82846197e-01]
[ 2.59002699e-01 3.02010947e-01 2.46757985e-01 1.47096912e-01
-4.12710150e-01 8.03307674e-02 -2.11846978e-01 1.62815142e-01
2.39464206e-01 7.84109049e-02]
[ -7.38754278e-02 2.16118916e-01 2.41635297e-01 1.59572050e-02
-3.38582349e-02 1.31044607e-01 -9.59934069e-02 -1.50956155e-02
-3.34919903e-02 5.01966558e-02]
[ -9.62129074e-02 -3.72760822e-03 2.58185827e-02 9.58204562e-02
-5.64510342e-02 1.15384091e-01 2.53355715e-01 2.04370472e-02
-2.72898361e-01 -9.08551628e-02]
[ -2.19253360e-01 -2.10409543e-02 -9.28039924e-02 -3.43325865e-01
1.79386535e-01 1.19537460e-01 1.00991713e-01 1.03574802e-01
-2.06809938e-01 3.29576729e-02]
[ 1.03848721e-02 -3.76267197e-01 -1.27289959e-01 -1.62219449e-01
3.73661117e-01 2.63200933e-02 1.75757191e-01 1.52525001e-01
-1.65548701e-01 -2.21452175e-01]
[ 1.37712833e-01 -1.92445498e-01 -1.43535879e-01 -4.57185689e-03
1.06948238e-01 -5.74934686e-02 2.66423061e-02 -1.49904978e-01
1.29755892e-01 -1.21250095e-01]
[ -1.21976861e-01 1.07013906e-01 2.59217955e-01 -2.10829494e-02
1.83092236e-01 8.63677287e-02 1.91771442e-02 -2.98499428e-01
-1.20905722e-01 -6.51382158e-02]
[ -3.52353099e-01 5.69792520e-02 1.11346302e-02 -3.41517757e-02
1.64608544e-01 -1.70119305e-01 -9.22617776e-03 2.34398232e-01
-9.40931671e-02 7.06851669e-02]
[ 1.42209136e-01 5.59110399e-02 -2.39379496e-01 -9.72462379e-02
1.47415723e-01 -2.92159577e-01 4.82967065e-02 -1.68603916e-01
-8.02755115e-03 -1.97912373e-01]
[ 2.11487932e-01 -1.55028409e-01 6.33253202e-02 -2.26822985e-02
8.31218491e-02 -3.34052077e-02 9.55518279e-03 -1.36756375e-01
1.12672777e-01 -1.79670330e-01]
[ -1.03990983e-01 -5.08519094e-02 1.21540804e-01 1.10092315e-01
4.05751774e-02 -1.13100269e-01 2.45354510e-01 -7.74633553e-02
1.85209516e-01 -2.90395407e-03]
[ 1.05702240e-02 -1.54407680e-01 2.08297235e-01 -2.27197536e-01
-9.92207088e-03 1.09532921e-01 3.30662439e-02 -1.14678412e-01
3.50343220e-02 2.39260549e-01]]
[[ 0.61485062]
[ 1.52352526]
[ 0.28210905]
[ 0.86861108]
[-2.63091773]
[-0.2580082 ]
[-1.54804744]
[ 0.06828083]
[ 0.68400661]
[ 0.90007585]]
Progress: 26.8% ... Training loss: 0.294 ... Validation loss: 0.469[[ 1.68370989e-01 2.23061761e-01 -1.05266552e-01 1.17839559e-01
-5.41759525e-01 -7.42272153e-02 -7.18773991e-02 1.23526323e-01
-5.76696133e-02 1.95989272e-01]
[ 1.04148328e-02 1.53205660e-01 -2.13396263e-02 3.74885985e-02
1.10654926e-01 -4.36168867e-03 3.14425140e-01 4.09339755e-02
1.36177737e-01 -3.37364470e-02]
[ 1.74784447e-01 5.30890570e-01 1.21929489e-02 2.31254946e-03
2.98216340e-01 -3.13419008e-02 -6.06791203e-01 -3.85660642e-02
6.10112037e-02 2.80515529e-01]
[ -6.18589224e-03 -3.00490748e-01 -2.28117143e-01 6.42579235e-02
-3.13656143e-02 1.56240192e-01 1.26977079e-01 5.73551137e-02
4.05230228e-02 1.62591574e-01]
[ -3.24497150e-03 1.55462221e-01 -1.42681020e-01 5.30085449e-02
3.48924877e-02 -1.83491593e-01 3.92597393e-02 -1.18262983e-01
-1.77855914e-01 1.51259934e-03]
[ -3.57429321e-01 -4.55920066e-01 -2.87414544e-01 1.70957656e-01
9.66203574e-02 3.87598725e-02 1.46370430e-01 -3.54382717e-02
4.15829708e-05 2.15469670e-02]
[ -8.14438108e-03 -1.99390150e-01 7.86967687e-03 8.45119698e-02
6.52825241e-03 -6.92527634e-02 1.85268088e-01 -1.90676205e-01
1.84642651e-01 2.35967142e-02]
[ 1.14152615e-01 -2.31175270e-01 3.46631168e-02 -6.66061204e-02
1.02220999e-01 -4.78673584e-02 6.53472713e-02 1.20920229e-01
7.99712159e-02 -2.19570279e-02]
[ -1.73585351e-01 -1.09466561e-01 -3.05287201e-01 -2.46984128e-02
6.22244336e-03 7.04183520e-02 -1.79388727e-01 -2.87050778e-02
2.57665643e-01 -1.31903474e-01]
[ 6.86209539e-02 -3.19057831e-01 9.46645329e-02 4.50201115e-02
5.62241109e-02 -1.19405126e-01 1.08110861e-01 -1.00950147e-01
2.88585432e-02 1.28186459e-01]
[ -8.23790139e-02 1.85833524e-02 -9.24111637e-04 -1.52882977e-01
3.48298093e-02 2.15762214e-02 1.34861361e-01 -1.02685497e-01
-1.97441074e-02 -1.29374227e-01]
[ -1.17955034e-01 -1.00089450e-01 -7.14590768e-02 -1.16592321e-02
3.88271247e-01 1.02976267e-01 6.27718000e-02 -1.63524485e-02
-1.74007986e-01 -2.16299994e-01]
[ -1.56450021e-01 5.22730026e-03 6.21736137e-02 2.24536097e-02
-1.73961743e-01 -2.19982265e-01 -1.79225683e-01 -1.96963308e-01
8.76352615e-02 1.74907295e-01]
[ -2.39610278e-01 -2.37289767e-01 1.11640715e-01 2.56034155e-01
-9.67887388e-02 -7.77946765e-02 -2.80602235e-02 -2.56518469e-01
-2.28092946e-01 -2.63761993e-02]
[ 1.13706927e-01 -1.07142031e-01 -1.82217705e-02 1.25108373e-01
-2.31051808e-02 -8.87039424e-02 1.65537838e-01 3.98033966e-03
3.39000243e-02 1.93172032e-02]
[ 4.27797152e-02 -5.38278925e-02 -2.08957350e-01 1.56742959e-01
-5.94220552e-02 8.33957015e-02 -8.05136819e-02 -1.93513921e-02
-8.59068652e-02 2.93691695e-03]
[ -1.23422227e-01 -6.73542421e-02 -2.03884110e-01 1.52814991e-01
3.96869754e-03 1.35333154e-01 1.26425706e-02 -2.50354377e-01
6.67703495e-02 -2.03459771e-01]
[ -7.50344603e-02 -4.84468936e-02 2.73561758e-01 9.04348344e-02
1.43755009e-01 -5.87404026e-02 -1.12924883e-01 1.20159471e-01
6.55595015e-02 2.48452917e-02]
[ 5.30360558e-02 -3.10909683e-02 8.67446892e-02 8.59754066e-02
7.30230056e-02 -1.65983209e-02 2.43259847e-01 1.20498451e-01
-3.30262516e-02 -6.76698391e-02]
[ 9.54324455e-03 -1.45695158e-01 -2.90336097e-01 -4.82811729e-02
1.90317235e-01 -9.20845521e-02 1.61352933e-01 1.64126829e-01
1.09388796e-01 -2.74038653e-02]
[ 5.02542907e-02 -7.10786593e-03 -1.16884267e-01 4.33759970e-02
-8.64002834e-02 3.22658380e-01 2.58635560e-01 2.05070562e-01
-1.61857185e-01 -6.09405167e-02]
[ -2.36146138e-03 -3.13710083e-02 1.19618125e-01 9.72472840e-02
2.08290368e-02 1.08246797e-01 -1.21250095e-01 -4.19855836e-02
2.05582293e-01 6.91185540e-02]
[ 1.08557873e-01 7.59482195e-02 -4.71253754e-02 -1.01721480e-01
-9.66780991e-02 -3.29633676e-01 1.11907442e-01 8.60704200e-03
1.40942897e-01 8.84198646e-02]
[ -9.89616644e-02 2.33053148e-03 -1.53375127e-02 2.29170911e-02
9.07570648e-03 -2.03573080e-01 -8.87112242e-02 -1.97961619e-02
1.54833155e-02 1.28451858e-01]
[ -1.43547771e-01 -7.10945395e-02 -1.96882190e-01 -1.90804429e-03
-2.69802550e-01 -5.23543220e-03 -8.19219064e-03 -2.35906010e-02
4.50072882e-03 6.36727892e-02]
[ -3.02955264e-02 -7.69675736e-02 -7.47480067e-02 -1.27783089e-01
5.32365212e-01 2.76225826e-01 5.49663960e-01 1.13073208e-01
-1.82132346e-01 -3.75478519e-01]
[ -1.71295930e-02 -3.71451100e-01 -3.03270304e-02 -7.50306383e-02
6.64878081e-01 1.01602504e-01 5.09852741e-01 9.13667918e-02
2.76034241e-02 -3.83512395e-01]
[ 1.19185160e-02 -4.23145627e-01 -4.27704768e-02 -1.06919203e-01
6.77162837e-01 2.35833854e-02 4.74913952e-01 4.87967123e-02
-3.62861523e-01 -2.17073249e-01]
[ -1.62711857e-01 -5.62615050e-01 -6.31627922e-03 -1.94376672e-01
7.42167918e-01 -9.31858924e-02 5.91216590e-01 -8.20291405e-02
-6.08970209e-02 9.02779084e-02]
[ -2.86126815e-01 -3.71491481e-01 5.78677669e-02 -4.19101792e-02
9.05567658e-01 1.40721051e-01 3.92396932e-01 4.81187228e-02
-8.47501054e-02 -1.30558742e-01]
[ -1.98193206e-01 -2.74001086e-01 2.53102221e-01 -2.37593960e-01
6.46123328e-01 -4.59028266e-02 6.59197970e-01 1.35784244e-02
-2.52291505e-01 -2.35429393e-02]
[ -1.24002818e-01 -2.02351160e-01 -1.78310597e-01 -9.47700730e-02
4.69414931e-01 -2.32045641e-01 1.58878440e-01 1.69583447e-01
-4.33541954e-03 -1.12606172e-01]
[ 1.16184056e-01 2.49940581e-01 1.66245611e-01 -8.39423938e-02
-1.01092138e-01 4.76370688e-02 -1.57921520e-01 2.83789733e-01
8.03606554e-02 1.82151673e-01]
[ 3.52571417e-01 3.20202151e-01 -8.19652187e-02 3.19496209e-01
-9.00641010e-01 -2.89044308e-01 -4.80417395e-01 1.77940788e-01
3.84421925e-01 -3.04625394e-02]
[ 4.79113689e-02 1.43444869e-01 2.53282465e-01 2.51929797e-01
-6.26531693e-02 -1.96185787e-01 -1.81883260e-01 -1.32858791e-01
-1.38786344e-01 -2.86858015e-01]
[ 2.63747727e-02 -5.07169539e-02 -1.17005480e-01 -5.01632850e-02
2.32910906e-01 3.99348731e-02 -1.38773335e-02 -1.84156887e-01
3.73324012e-02 2.12379593e-01]
[ 3.54817508e-03 -4.81858985e-02 -6.55638319e-02 -4.68142314e-02
-3.05236854e-02 -1.77637157e-01 8.16476002e-02 1.03921468e-02
4.04547971e-02 1.04109490e-02]
[ 2.75408673e-02 6.44598809e-02 2.43804893e-01 7.20651718e-02
-2.20000223e-01 -1.33827874e-01 1.18078818e-01 3.95519463e-02
-1.87269198e-01 1.06127345e-01]
[ 7.47461223e-02 3.66796557e-02 1.09215876e-01 1.26123107e-02
-2.53004197e-01 6.77012693e-02 6.05723875e-02 -2.70370257e-01
-1.32775220e-02 -8.34384456e-02]
[ -1.24564579e-02 8.50055372e-02 8.41139390e-02 -3.10650902e-02
-3.23440586e-02 1.81694033e-01 1.04709322e-01 1.18509565e-01
-2.22685646e-02 1.72352993e-01]
[ 2.14524345e-01 4.95896699e-02 2.58932647e-02 7.29069766e-02
7.27559977e-02 -2.01467850e-02 -1.43819815e-01 1.47923190e-01
-6.07798886e-02 -2.78992860e-02]
[ 3.73469076e-02 -2.74484795e-02 1.48075048e-02 3.41643121e-02
-3.84189212e-01 -1.20887485e-01 -1.91448090e-01 4.08268756e-02
1.14744103e-01 1.87830076e-01]
[ 3.77282871e-02 5.14629113e-01 1.18850463e-01 4.03976395e-01
-1.06744669e+00 -3.02826380e-01 -6.07815861e-01 -7.31329984e-02
2.80077644e-01 3.24414999e-01]
[ 1.77761069e-01 5.06895939e-01 6.37879478e-02 4.17458328e-01
-8.50996529e-01 -8.32082241e-02 -4.46982647e-01 1.50814424e-01
2.04324965e-01 4.84645270e-01]
[ 2.58843181e-01 3.01740677e-01 2.46688912e-01 1.46876468e-01
-4.12033202e-01 8.03923126e-02 -2.11481905e-01 1.62801483e-01
2.39283780e-01 7.81738300e-02]
[ -7.38170077e-02 2.16292615e-01 2.41671653e-01 1.60450052e-02
-3.41443217e-02 1.31016023e-01 -9.61675657e-02 -1.50890059e-02
-3.34122637e-02 5.02873859e-02]
[ -9.60777548e-02 -3.41834985e-03 2.58699624e-02 9.60157615e-02
-5.70235629e-02 1.15326355e-01 2.53042273e-01 2.04524802e-02
-2.72746125e-01 -9.06542397e-02]
[ -2.19431819e-01 -2.14657790e-02 -9.28814704e-02 -3.43565603e-01
1.80144016e-01 1.19612778e-01 1.01433302e-01 1.03555294e-01
-2.07006014e-01 3.27006092e-02]
[ 9.96596759e-03 -3.77142937e-01 -1.27485704e-01 -1.62830700e-01
3.75335069e-01 2.65017219e-02 1.76781569e-01 1.52478163e-01
-1.66027088e-01 -2.22073915e-01]
[ 1.37999915e-01 -1.91762853e-01 -1.43443196e-01 -4.20832845e-03
1.05686614e-01 -5.76073721e-02 2.60008652e-02 -1.49880273e-01
1.30167823e-01 -1.20854084e-01]
[ -1.21474663e-01 1.07366201e-01 2.59461062e-01 -2.05056253e-02
1.81889189e-01 8.61753617e-02 1.84876546e-02 -2.98446205e-01
-1.20377257e-01 -6.45148861e-02]
[ -3.52525746e-01 5.63918613e-02 1.10562020e-02 -3.43687027e-02
1.65426023e-01 -1.70070515e-01 -8.74002406e-03 2.34383054e-01
-9.42126785e-02 7.04876084e-02]
[ 1.41181104e-01 5.34067339e-02 -2.39862011e-01 -9.87648894e-02
1.51499471e-01 -2.91749625e-01 5.09399672e-02 -1.68723303e-01
-9.21769640e-03 -1.99508790e-01]
[ 2.10540290e-01 -1.57110573e-01 6.29332748e-02 -2.39697563e-02
8.66392001e-02 -3.30670400e-02 1.18970858e-02 -1.36857821e-01
1.11739588e-01 -1.81043411e-01]
[ -1.04950733e-01 -5.32662018e-02 1.21108919e-01 1.08686215e-01
4.44562675e-02 -1.12692643e-01 2.47613998e-01 -7.75664538e-02
1.84182673e-01 -4.26869951e-03]
[ 1.08080011e-02 -1.53528626e-01 2.08378066e-01 -2.26875768e-01
-1.14700525e-02 1.09462740e-01 3.22309263e-02 -1.14660161e-01
3.52539367e-02 2.39348807e-01]]
[[ 0.60805512]
[ 1.5204084 ]
[ 0.27481266]
[ 0.86370559]
[-2.64361948]
[-0.26338077]
[-1.55813888]
[ 0.06042819]
[ 0.67496952]
[ 0.8937061 ]]
Progress: 26.8% ... Training loss: 0.290 ... Validation loss: 0.460[[ 1.64839545e-01 2.14112098e-01 -1.06849769e-01 1.12571134e-01
-5.25407000e-01 -7.25788017e-02 -6.25959852e-02 1.23168980e-01
-6.15932131e-02 1.90835515e-01]
[ 1.06448979e-02 1.53555582e-01 -2.12325658e-02 3.78445747e-02
1.09583332e-01 -4.46417579e-03 3.13819470e-01 4.09580829e-02
1.36453080e-01 -3.34063969e-02]
[ 1.72892226e-01 5.25692250e-01 1.12306692e-02 -6.65002802e-04
3.06823088e-01 -3.04688572e-02 -6.02124565e-01 -3.87739445e-02
5.88305273e-02 2.77748256e-01]
[ -9.37289119e-03 -3.08044597e-01 -2.29549696e-01 5.96963755e-02
-1.79705142e-02 1.57626351e-01 1.35428115e-01 5.70347586e-02
3.69580311e-02 1.57756295e-01]
[ -2.29527268e-03 1.57612237e-01 -1.42248586e-01 5.43664438e-02
3.14486426e-02 -1.83953041e-01 3.63951615e-02 -1.18167431e-01
-1.76902549e-01 3.03407118e-03]
[ -3.58097740e-01 -4.57293464e-01 -2.87675329e-01 1.70035448e-01
9.98760724e-02 3.90565921e-02 1.48252418e-01 -3.54994546e-02
-6.72431445e-04 2.05666839e-02]
[ -8.18593774e-03 -1.99933519e-01 7.90543716e-03 8.44872196e-02
6.87440731e-03 -6.92284152e-02 1.85498540e-01 -1.90677951e-01
1.84624860e-01 2.37243385e-02]
[ 1.11813686e-01 -2.37527917e-01 3.35240835e-02 -7.02290185e-02
1.13223489e-01 -4.67913558e-02 7.15626160e-02 1.20671131e-01
7.72516186e-02 -2.54987268e-02]
[ -1.73782024e-01 -1.10442464e-01 -3.05376515e-01 -2.50183794e-02
7.39598019e-03 7.05174582e-02 -1.78595664e-01 -2.87251930e-02
2.57433308e-01 -1.32246511e-01]
[ 6.75351785e-02 -3.22544064e-01 9.41462515e-02 4.32712432e-02
6.22637926e-02 -1.18864776e-01 1.11459978e-01 -1.01069706e-01
2.75544783e-02 1.26734224e-01]
[ -8.35610935e-02 1.49669017e-02 -1.44104734e-03 -1.54656952e-01
4.02349699e-02 2.21099055e-02 1.38135044e-01 -1.02800573e-01
-2.10388136e-02 -1.31232743e-01]
[ -1.18932757e-01 -1.02232083e-01 -7.18772322e-02 -1.30262108e-02
3.92604302e-01 1.03398409e-01 6.52698482e-02 -1.64499560e-02
-1.75092951e-01 -2.17726638e-01]
[ -1.56450021e-01 5.22730026e-03 6.21736137e-02 2.24536097e-02
-1.73961743e-01 -2.19982265e-01 -1.79225683e-01 -1.96963308e-01
8.76352615e-02 1.74907295e-01]
[ -2.39982527e-01 -2.38181402e-01 1.11493479e-01 2.55588283e-01
-9.54475832e-02 -7.76555525e-02 -2.69155611e-02 -2.56552548e-01
-2.28500116e-01 -2.68972732e-02]
[ 1.14088216e-01 -1.06381337e-01 -1.80521876e-02 1.25590117e-01
-2.40327980e-02 -8.88406110e-02 1.64674332e-01 4.01818945e-03
3.43303966e-02 1.98812131e-02]
[ 4.17747406e-02 -5.60052837e-02 -2.09381696e-01 1.55316248e-01
-5.51604720e-02 8.38306578e-02 -7.80613434e-02 -1.94495009e-02
-8.70181468e-02 1.46797190e-03]
[ -1.23038011e-01 -6.67803962e-02 -2.03681198e-01 1.53343584e-01
2.63074280e-03 1.35188336e-01 1.18614264e-02 -2.50317018e-01
6.72090917e-02 -2.02872248e-01]
[ -7.51652915e-02 -4.89155553e-02 2.73506244e-01 9.02481530e-02
1.44312333e-01 -5.86945048e-02 -1.12499731e-01 1.20146355e-01
6.54091108e-02 2.47273793e-02]
[ 5.23552569e-02 -3.29452258e-02 8.64273881e-02 8.49517571e-02
7.60286809e-02 -1.62934346e-02 2.44890712e-01 1.20427033e-01
-3.38039050e-02 -6.86742994e-02]
[ 9.10467321e-03 -1.46839225e-01 -2.90558712e-01 -4.89618447e-02
1.92747905e-01 -9.18832696e-02 1.62512939e-01 1.64081495e-01
1.08904212e-01 -2.80203335e-02]
[ 4.95437321e-02 -9.16893765e-03 -1.17245099e-01 4.22274096e-02
-8.29248938e-02 3.23007240e-01 2.60679218e-01 2.04991918e-01
-1.62755691e-01 -6.20348171e-02]
[ -2.38786507e-03 -3.16419086e-02 1.19612692e-01 9.71935722e-02
2.09263223e-02 1.08261800e-01 -1.21026065e-01 -4.19878369e-02
2.05552220e-01 6.90617005e-02]
[ 1.08195069e-01 7.49865580e-02 -4.72837883e-02 -1.02248424e-01
-9.49307504e-02 -3.29467657e-01 1.12888068e-01 8.56929589e-03
1.40575986e-01 8.78071625e-02]
[ -9.88380625e-02 2.39110208e-03 -1.52792825e-02 2.31165299e-02
8.50083204e-03 -2.03635287e-01 -8.90021867e-02 -1.97828939e-02
1.56231092e-02 1.28667841e-01]
[ -1.43955263e-01 -7.19053215e-02 -1.97074599e-01 -2.51481465e-03
-2.68100639e-01 -5.05158946e-03 -7.19706787e-03 -2.36305205e-02
4.03465284e-03 6.30605960e-02]
[ -3.02082292e-02 -7.69125851e-02 -7.47080578e-02 -1.27659821e-01
5.32061378e-01 2.76189603e-01 5.49531931e-01 1.13083194e-01
-1.82037318e-01 -3.75367536e-01]
[ -1.72474657e-02 -3.71907997e-01 -3.03830287e-02 -7.52016456e-02
6.65536933e-01 1.01657465e-01 5.10297511e-01 9.13545451e-02
2.74872732e-02 -3.83718360e-01]
[ 1.17275865e-02 -4.23750036e-01 -4.28398941e-02 -1.07147532e-01
6.77733703e-01 2.36485017e-02 4.75568178e-01 4.87807979e-02
-3.63066817e-01 -2.17338654e-01]
[ -1.62661707e-01 -5.62766210e-01 -6.29286831e-03 -1.94310091e-01
7.41945460e-01 -9.32079045e-02 5.91214727e-01 -8.20247993e-02
-6.08446272e-02 9.03629684e-02]
[ -2.86302048e-01 -3.71814637e-01 5.77913790e-02 -4.21559166e-02
9.06271623e-01 1.40795534e-01 3.92816981e-01 4.81016676e-02
-8.49237589e-02 -1.30805246e-01]
[ -1.98457367e-01 -2.74818570e-01 2.52984974e-01 -2.37966260e-01
6.47089401e-01 -4.57881058e-02 6.59969919e-01 1.35511037e-02
-2.52583563e-01 -2.38932777e-02]
[ -1.24442629e-01 -2.03425852e-01 -1.78489672e-01 -9.53698090e-02
4.71378592e-01 -2.31860673e-01 1.59947326e-01 1.69542359e-01
-4.79364107e-03 -1.13139865e-01]
[ 1.15263919e-01 2.48001032e-01 1.65841353e-01 -8.52884413e-02
-9.69361352e-02 4.80494623e-02 -1.55622802e-01 2.83697978e-01
7.93528532e-02 1.80748939e-01]
[ 3.52422246e-01 3.19615896e-01 -8.20601979e-02 3.19110028e-01
-8.98988167e-01 -2.88938760e-01 -4.79953419e-01 1.77917689e-01
3.84199992e-01 -3.07578678e-02]
[ 4.75463017e-02 1.42523083e-01 2.53116828e-01 2.51400630e-01
-6.10803457e-02 -1.96030866e-01 -1.80923777e-01 -1.32894247e-01
-1.39198245e-01 -2.87391047e-01]
[ 2.64383743e-02 -5.09508612e-02 -1.16976114e-01 -5.00692453e-02
2.32631736e-01 3.99079547e-02 -1.38941340e-02 -1.84150326e-01
3.73810325e-02 2.12489310e-01]
[ 3.40671798e-03 -4.86034240e-02 -6.56287078e-02 -4.70474496e-02
-2.98428689e-02 -1.77575660e-01 8.20361547e-02 1.03745871e-02
4.02870878e-02 1.01606300e-02]
[ 2.74037930e-02 6.38852469e-02 2.43739012e-01 7.18848781e-02
-2.19442268e-01 -1.33765570e-01 1.18433708e-01 3.95388838e-02
-1.87411153e-01 1.05943934e-01]
[ 7.42877792e-02 3.56831304e-02 1.09004042e-01 1.19586510e-02
-2.51135050e-01 6.79076866e-02 6.16661398e-02 -2.70413174e-01
-1.37937879e-02 -8.41116030e-02]
[ -1.20674300e-02 8.60015693e-02 8.42945166e-02 -3.04869164e-02
-3.40157368e-02 1.81517759e-01 1.03678097e-01 1.18549576e-01
-2.18278805e-02 1.72921775e-01]
[ 2.13901979e-01 4.81663817e-02 2.56108060e-02 7.20279279e-02
7.54595608e-02 -1.98842037e-02 -1.42226317e-01 1.47861216e-01
-6.14797433e-02 -2.88042595e-02]
[ 3.71118776e-02 -2.78162390e-02 1.47125669e-02 3.38134329e-02
-3.83242436e-01 -1.20779624e-01 -1.90918761e-01 4.08031326e-02
1.14478180e-01 1.87468727e-01]
[ 3.78315900e-02 5.14850774e-01 1.18896628e-01 4.04115183e-01
-1.06791430e+00 -3.02865661e-01 -6.07986313e-01 -7.31233247e-02
2.80187751e-01 3.24580317e-01]
[ 1.78438211e-01 5.08250680e-01 6.41040987e-02 4.18397139e-01
-8.53583724e-01 -8.34789944e-02 -4.48634860e-01 1.50880878e-01
2.05074199e-01 4.85696904e-01]
[ 2.58465758e-01 3.00654570e-01 2.46496056e-01 1.46273466e-01
-4.10207345e-01 8.05804348e-02 -2.10384343e-01 1.62760149e-01
2.38806602e-01 7.76006276e-02]
[ -7.38777082e-02 2.16194557e-01 2.41644307e-01 1.59579582e-02
-3.38793332e-02 1.31042440e-01 -9.60147130e-02 -1.50950757e-02
-3.34748494e-02 5.01972057e-02]
[ -9.59986865e-02 -3.21045261e-03 2.59052431e-02 9.61235786e-02
-5.73333564e-02 1.15293777e-01 2.52839335e-01 2.04591309e-02
-2.72661237e-01 -9.05429146e-02]
[ -2.19510332e-01 -2.16533000e-02 -9.29189340e-02 -3.43683719e-01
1.80545469e-01 1.19646679e-01 1.01626275e-01 1.03547289e-01
-2.07094755e-01 3.25771434e-02]
[ 1.00040864e-02 -3.76962858e-01 -1.27469325e-01 -1.62784234e-01
3.75459059e-01 2.64857428e-02 1.76624471e-01 1.52480941e-01
-1.65984562e-01 -2.22021069e-01]
[ 1.37094297e-01 -1.94204476e-01 -1.43875676e-01 -5.61383196e-03
1.10111025e-01 -5.71744417e-02 2.86043307e-02 -1.49975611e-01
1.29058511e-01 -1.22306153e-01]
[ -1.22261920e-01 1.05189004e-01 2.59117320e-01 -2.15799223e-02
1.84804622e-01 8.65049875e-02 2.05353605e-02 -2.98520169e-01
-1.21248605e-01 -6.56663003e-02]
[ -3.52389768e-01 5.66216547e-02 1.11117634e-02 -3.42345525e-02
1.65792688e-01 -1.70108071e-01 -9.09269721e-03 2.34396069e-01
-9.40315265e-02 7.07387780e-02]
[ 1.41540704e-01 5.38951364e-02 -2.39675527e-01 -9.82593561e-02
1.50060596e-01 -2.91870673e-01 5.03594228e-02 -1.68686432e-01
-8.79632944e-03 -1.98964309e-01]
[ 2.09832860e-01 -1.58844657e-01 6.26325439e-02 -2.49230025e-02
8.97231032e-02 -3.27786691e-02 1.38037198e-02 -1.36927272e-01
1.10990662e-01 -1.82029041e-01]
[ -1.05309706e-01 -5.41538210e-02 1.20943528e-01 1.08126226e-01
4.63047510e-02 -1.12535662e-01 2.48525198e-01 -7.76028568e-02
1.83774039e-01 -4.78131612e-03]
[ 9.82612469e-03 -1.56251616e-01 2.07924992e-01 -2.28412238e-01
-6.89217618e-03 1.09909613e-01 3.48159865e-02 -1.14767034e-01
3.41059007e-02 2.37917492e-01]]
[[ 0.59477165]
[ 1.51152034]
[ 0.26448154]
[ 0.85223611]
[-2.65480407]
[-0.27532087]
[-1.56962921]
[ 0.04799419]
[ 0.66341338]
[ 0.88065974]]
Progress: 26.9% ... Training loss: 0.295 ... Validation loss: 0.458[[ 1.65981872e-01 2.17202160e-01 -1.06271132e-01 1.14218330e-01
-5.31547057e-01 -7.30204202e-02 -6.52794897e-02 1.23257782e-01
-6.03684861e-02 1.92364869e-01]
[ 1.09282565e-02 1.53817651e-01 -2.11086098e-02 3.81829551e-02
1.08447041e-01 -4.55932455e-03 3.13309913e-01 4.09744362e-02
1.36763505e-01 -3.30328421e-02]
[ 1.75211633e-01 5.32644538e-01 1.23131942e-02 1.92533589e-03
2.99759593e-01 -3.12317001e-02 -6.09143773e-01 -3.86181700e-02
6.09774401e-02 2.80610929e-01]
[ -5.68822838e-03 -2.99975930e-01 -2.27857905e-01 6.57646746e-02
-3.50628940e-02 1.55757139e-01 1.26446111e-01 5.73592102e-02
4.14177911e-02 1.63858987e-01]
[ -3.14597467e-03 1.54337475e-01 -1.42692511e-01 5.28789985e-02
3.53270327e-02 -1.83502141e-01 3.96249520e-02 -1.18231405e-01
-1.77812760e-01 1.35858974e-03]
[ -3.57996559e-01 -4.58265923e-01 -2.87614652e-01 1.70544903e-01
9.78835852e-02 3.89316791e-02 1.49044233e-01 -3.54792745e-02
-4.27880699e-04 2.08034878e-02]
[ -8.07099323e-03 -2.00446597e-01 7.91818656e-03 8.44797025e-02
7.04847680e-03 -6.92460662e-02 1.85627205e-01 -1.90673712e-01
1.84702857e-01 2.38463146e-02]
[ 1.14307341e-01 -2.31310982e-01 3.47087892e-02 -6.65357357e-02
1.01902315e-01 -4.79087709e-02 6.51508866e-02 1.20879422e-01
7.99567672e-02 -2.19348636e-02]
[ -1.74080109e-01 -1.11351975e-01 -3.05499102e-01 -2.53932458e-02
8.21262195e-03 7.06564966e-02 -1.77649977e-01 -2.87470572e-02
2.57190697e-01 -1.32669300e-01]
[ 6.80477565e-02 -3.22328069e-01 9.44274720e-02 4.41252218e-02
5.81094215e-02 -1.19051471e-01 1.11242423e-01 -1.01025361e-01
2.81370666e-02 1.27310742e-01]
[ -8.23149305e-02 1.77229716e-02 -8.64261761e-04 -1.52744422e-01
3.50083035e-02 2.15222717e-02 1.35065093e-01 -1.02693080e-01
-1.96134002e-02 -1.29282230e-01]
[ -1.18279802e-01 -1.01382261e-01 -7.15996923e-02 -1.19723660e-02
3.89662389e-01 1.03051797e-01 6.40117932e-02 -1.63909477e-02
-1.74315869e-01 -2.16753814e-01]
[ -1.56450021e-01 5.22730026e-03 6.21736137e-02 2.24536097e-02
-1.73961743e-01 -2.19982265e-01 -1.79225683e-01 -1.96963308e-01
8.76352615e-02 1.74907295e-01]
[ -2.40207522e-01 -2.39098627e-01 1.11424055e-01 2.55629973e-01
-9.59930248e-02 -7.76266019e-02 -2.58393412e-02 -2.56558874e-01
-2.28615056e-01 -2.71267540e-02]
[ 1.14682765e-01 -1.05571977e-01 -1.78021062e-02 1.26433688e-01
-2.65264487e-02 -8.91102985e-02 1.63652870e-01 4.06675301e-03
3.50025761e-02 2.07639735e-02]
[ 4.18268503e-02 -5.60316685e-02 -2.09362278e-01 1.55395105e-01
-5.53615238e-02 8.38085673e-02 -7.80631511e-02 -1.94454466e-02
-8.69599501e-02 1.53075102e-03]
[ -1.22907683e-01 -6.68668935e-02 -2.03630905e-01 1.53417706e-01
2.25844498e-03 1.35143782e-01 1.17025868e-02 -2.50309381e-01
6.73174907e-02 -2.02731129e-01]
[ -7.44860269e-02 -4.73715632e-02 2.73799039e-01 9.12048116e-02
1.41682810e-01 -5.90043908e-02 -1.14227189e-01 1.20201214e-01
6.61549563e-02 2.57743124e-02]
[ 5.08836381e-02 -3.67576644e-02 8.57426367e-02 8.25907184e-02
8.32890231e-02 -1.55470545e-02 2.48775249e-01 1.20295792e-01
-3.55829033e-02 -7.10021874e-02]
[ 1.14374466e-02 -1.41154504e-01 -2.89454117e-01 -4.54027974e-02
1.82154684e-01 -9.29654873e-02 1.56707424e-01 1.64284731e-01
1.11555125e-01 -2.46690587e-02]
[ 4.93458649e-02 -9.80047028e-03 -1.17350751e-01 4.19209953e-02
-8.24598556e-02 3.23124891e-01 2.61199423e-01 2.04970254e-01
-1.63009010e-01 -6.23052983e-02]
[ -7.19207363e-04 -2.71325180e-02 1.20403814e-01 9.97269047e-02
1.32470373e-02 1.07466134e-01 -1.25461609e-01 -4.18454013e-02
2.07466105e-01 7.16230370e-02]
[ 1.07553713e-01 7.34185886e-02 -4.75594864e-02 -1.03170452e-01
-9.20390442e-02 -3.29177884e-01 1.14537116e-01 8.51749397e-03
1.39894632e-01 8.68550223e-02]
[ -9.88817661e-02 2.23277893e-03 -1.53008071e-02 2.30553074e-02
8.69147176e-03 -2.03608562e-01 -8.88286918e-02 -1.97861745e-02
1.55753353e-02 1.28597268e-01]
[ -1.44421710e-01 -7.34305281e-02 -1.97290306e-01 -3.13103621e-03
-2.66716844e-01 -4.85790891e-03 -5.89550758e-03 -2.36661468e-02
3.54670331e-03 6.23648103e-02]
[ -3.02219406e-02 -7.70143625e-02 -7.47020130e-02 -1.27669404e-01
5.32165142e-01 2.76200883e-01 5.49585619e-01 1.13082155e-01
-1.82048072e-01 -3.75383251e-01]
[ -1.73568880e-02 -3.72224981e-01 -3.04262699e-02 -7.53516845e-02
6.65929622e-01 1.01704678e-01 5.10653051e-01 9.13462136e-02
2.73735480e-02 -3.83885413e-01]
[ 1.23488635e-02 -4.23132509e-01 -4.25713427e-02 -1.06197051e-01
6.75088527e-01 2.33384403e-02 4.74561530e-01 4.88347982e-02
-3.62358722e-01 -2.16424636e-01]
[ -1.62899806e-01 -5.63131919e-01 -6.39920922e-03 -1.94653262e-01
7.43184749e-01 -9.30980958e-02 5.91710319e-01 -8.20438955e-02
-6.10979111e-02 9.00535545e-02]
[ -2.86105721e-01 -3.71544793e-01 5.78797344e-02 -4.18535103e-02
9.05508359e-01 1.40698067e-01 3.92372659e-01 4.81191304e-02
-8.46891338e-02 -1.30501609e-01]
[ -1.98374519e-01 -2.74719291e-01 2.53021133e-01 -2.37842370e-01
6.46746555e-01 -4.58282144e-02 6.59848994e-01 1.35582369e-02
-2.52491668e-01 -2.37645358e-02]
[ -1.24087391e-01 -2.02997444e-01 -1.78341855e-01 -9.48087506e-02
4.69647902e-01 -2.32039845e-01 1.59272206e-01 1.69573901e-01
-4.35795069e-03 -1.12615336e-01]
[ 1.15072225e-01 2.47591700e-01 1.65757173e-01 -8.55238199e-02
-9.62396435e-02 4.81443609e-02 -1.55275201e-01 2.83680563e-01
7.91677507e-02 1.80485180e-01]
[ 3.52330862e-01 3.19997793e-01 -8.20813991e-02 3.19071522e-01
-8.99709033e-01 -2.88856422e-01 -4.79631751e-01 1.77908898e-01
3.83980222e-01 -3.08846180e-02]
[ 4.76729699e-02 1.42841917e-01 2.53181337e-01 2.51542700e-01
-6.15279464e-02 -1.96086224e-01 -1.81221282e-01 -1.32884741e-01
-1.39065847e-01 -2.87198950e-01]
[ 2.72460788e-02 -4.91890706e-02 -1.16607440e-01 -4.87900708e-02
2.28965090e-01 3.94898336e-02 -1.59560214e-02 -1.84078907e-01
3.83101010e-02 2.13809005e-01]
[ 3.55263311e-03 -4.82038936e-02 -6.55626273e-02 -4.68376317e-02
-3.04189818e-02 -1.77650596e-01 8.16171628e-02 1.03863144e-02
4.04399192e-02 1.03736663e-02]
[ 2.76399507e-02 6.44218084e-02 2.43850790e-01 7.22055420e-02
-2.20447283e-01 -1.33856446e-01 1.17935302e-01 3.95565964e-02
-1.87127890e-01 1.06295588e-01]
[ 7.35276229e-02 3.37013489e-02 1.08648783e-01 1.06951023e-02
-2.47285206e-01 6.83060528e-02 6.36981995e-02 -2.70483250e-01
-1.47492129e-02 -8.53885765e-02]
[ -1.18460087e-02 8.67102588e-02 8.43952739e-02 -3.01625052e-02
-3.49987364e-02 1.81412028e-01 1.03163850e-01 1.18568744e-01
-2.15895907e-02 1.73232557e-01]
[ 2.13886070e-01 4.80588096e-02 2.56138281e-02 7.19959379e-02
7.53728922e-02 -1.98810142e-02 -1.42281932e-01 1.47861218e-01
-6.14974401e-02 -2.88279024e-02]
[ 3.70441232e-02 -2.78532268e-02 1.46851282e-02 3.37313878e-02
-3.83149806e-01 -1.20761825e-01 -1.90832250e-01 4.07986686e-02
1.14407563e-01 1.87381654e-01]
[ 3.82291796e-02 5.15300931e-01 1.19076297e-01 4.04639201e-01
-1.06955151e+00 -3.02999776e-01 -6.08686031e-01 -7.30964935e-02
2.80640842e-01 3.25173926e-01]
[ 1.78645420e-01 5.08312264e-01 6.42202159e-02 4.18734212e-01
-8.55340907e-01 -8.35564217e-02 -4.48890155e-01 1.50901482e-01
2.05385072e-01 4.85808294e-01]
[ 2.58113557e-01 3.00069353e-01 2.46347690e-01 1.45871090e-01
-4.08814844e-01 8.06895073e-02 -2.09590102e-01 1.62739934e-01
2.38439787e-01 7.71244401e-02]
[ -7.34908302e-02 2.17175037e-01 2.41823908e-01 1.65361113e-02
-3.54279368e-02 1.30860287e-01 -9.69799689e-02 -1.50624987e-02
-3.30294610e-02 5.07657051e-02]
[ -9.59033197e-02 -2.94460606e-03 2.59434933e-02 9.62627033e-02
-5.77853490e-02 1.15250693e-01 2.52573974e-01 2.04670561e-02
-2.72550929e-01 -9.04145890e-02]
[ -2.19394379e-01 -2.15584554e-02 -9.28703811e-02 -3.43496506e-01
1.79990197e-01 1.19588268e-01 1.01465781e-01 1.03557754e-01
-2.06952014e-01 3.27636762e-02]
[ 1.02595626e-02 -3.76610886e-01 -1.27371690e-01 -1.62386799e-01
3.74287049e-01 2.63578570e-02 1.76031800e-01 1.52503138e-01
-1.65674848e-01 -2.21621197e-01]
[ 1.37006135e-01 -1.94180750e-01 -1.43918384e-01 -5.50577644e-03
1.09341538e-01 -5.71436028e-02 2.92586669e-02 -1.49979600e-01
1.29001443e-01 -1.22488470e-01]
[ -1.21398941e-01 1.06402632e-01 2.59533350e-01 -2.03544816e-02
1.81017255e-01 8.61425429e-02 1.87428995e-02 -2.98449704e-01
-1.20205786e-01 -6.45518060e-02]
[ -3.52355724e-01 5.64324401e-02 1.11381415e-02 -3.42232381e-02
1.65664689e-01 -1.70088316e-01 -9.06937988e-03 2.34399553e-01
-9.39988909e-02 7.07524149e-02]
[ 1.42104514e-01 5.45379103e-02 -2.39436323e-01 -9.73049349e-02
1.47555516e-01 -2.92203455e-01 4.94042327e-02 -1.68631006e-01
-8.13679398e-03 -1.98084725e-01]
[ 2.10224278e-01 -1.57932347e-01 6.28444707e-02 -2.42628056e-02
8.77603662e-02 -3.29744689e-02 1.26757221e-02 -1.36891265e-01
1.11476302e-01 -1.81373537e-01]
[ -1.04507143e-01 -5.20213646e-02 1.21330696e-01 1.09311229e-01
4.25934018e-02 -1.12923052e-01 2.46469662e-01 -7.75353011e-02
1.84640599e-01 -3.50583182e-03]
[ 9.67116748e-03 -1.57165408e-01 2.07822539e-01 -2.28736317e-01
-6.35110766e-03 1.10016495e-01 3.55239566e-02 -1.14785136e-01
3.38608638e-02 2.37660960e-01]]
[[ 0.60432238]
[ 1.51896997]
[ 0.27163247]
[ 0.86159891]
[-2.64229843]
[-0.26586255]
[-1.56122662]
[ 0.05762662]
[ 0.67380789]
[ 0.89160057]]
Progress: 26.9% ... Training loss: 0.290 ... Validation loss: 0.459[[ 1.65213339e-01 2.14769725e-01 -1.06400992e-01 1.13451888e-01
-5.30288219e-01 -7.25782303e-02 -6.30800489e-02 1.23203334e-01
-6.08835505e-02 1.91448574e-01]
[ 1.09282565e-02 1.53817651e-01 -2.11086098e-02 3.81829551e-02
1.08447041e-01 -4.55932455e-03 3.13309913e-01 4.09744362e-02
1.36763505e-01 -3.30328421e-02]
[ 1.76438917e-01 5.36265717e-01 1.30887009e-02 3.67212758e-03
2.93788068e-01 -3.15950955e-02 -6.12697225e-01 -3.84873893e-02
6.24462147e-02 2.82735772e-01]
[ -8.92683830e-03 -3.06861821e-01 -2.29560003e-01 6.05812189e-02
-1.91645805e-02 1.57202839e-01 1.34255345e-01 5.70024548e-02
3.71917240e-02 1.58745584e-01]
[ -5.12157437e-04 1.60288939e-01 -1.41612558e-01 5.69603253e-02
2.40433090e-02 -1.84733310e-01 3.31298080e-02 -1.17953025e-01
-1.74686883e-01 5.24165948e-03]
[ -3.59409407e-01 -4.62257747e-01 -2.88245220e-01 1.68728573e-01
1.02950786e-01 3.95438060e-02 1.53113157e-01 -3.56114158e-02
-1.99481807e-03 1.86324561e-02]
[ -8.80162580e-03 -2.02623843e-01 7.64736758e-03 8.34305304e-02
9.88537451e-03 -6.89474488e-02 1.87530589e-01 -1.90739762e-01
1.84014735e-01 2.27641089e-02]
[ 1.14911086e-01 -2.30455622e-01 3.51340122e-02 -6.54017508e-02
9.80303760e-02 -4.80983189e-02 6.42066891e-02 1.20958447e-01
8.08353576e-02 -2.08904413e-02]
[ -1.72849081e-01 -1.08568032e-01 -3.04929541e-01 -2.36081633e-02
2.85516052e-03 7.01487748e-02 -1.80412090e-01 -2.86280049e-02
2.58582234e-01 -1.30837590e-01]
[ 6.94143797e-02 -3.20040835e-01 9.52075774e-02 4.63645077e-02
5.02224306e-02 -1.19562396e-01 1.08863612e-01 -1.00874567e-01
2.99925767e-02 1.29400097e-01]
[ -8.29349004e-02 1.58420251e-02 -1.10889573e-03 -1.53549423e-01
3.76161362e-02 2.17677497e-02 1.36674377e-01 -1.02744449e-01
-2.02599578e-02 -1.30105431e-01]
[ -1.19335163e-01 -1.04318314e-01 -7.20417676e-02 -1.33530855e-02
3.93616246e-01 1.03530718e-01 6.70473172e-02 -1.64904869e-02
-1.75509753e-01 -2.18397074e-01]
[ -1.56450021e-01 5.22730026e-03 6.21736137e-02 2.24536097e-02
-1.73961743e-01 -2.19982265e-01 -1.79225683e-01 -1.96963308e-01
8.76352615e-02 1.74907295e-01]
[ -2.40752975e-01 -2.40580849e-01 1.11204845e-01 2.55031023e-01
-9.46390466e-02 -7.74201445e-02 -2.43325255e-02 -2.56606826e-01
-2.29180126e-01 -2.78954206e-02]
[ 1.14902908e-01 -1.05230266e-01 -1.77050419e-02 1.26729657e-01
-2.71041735e-02 -8.91761745e-02 1.63251632e-01 4.08725142e-03
3.52618613e-02 2.10378500e-02]
[ 4.09602375e-02 -5.87074743e-02 -2.09765220e-01 1.54212578e-01
-5.18309816e-02 8.41715981e-02 -7.55671402e-02 -1.95284555e-02
-8.79255859e-02 1.58555356e-04]
[ -1.23259335e-01 -6.77190206e-02 -2.03787307e-01 1.52923938e-01
3.76607206e-03 1.35282929e-01 1.25441891e-02 -2.50337215e-01
6.69305545e-02 -2.03261461e-01]
[ -7.54991197e-02 -5.00045287e-02 2.73370879e-01 8.96948759e-02
1.45542966e-01 -5.85534601e-02 -1.11615841e-01 1.20099715e-01
6.50797377e-02 2.42565533e-02]
[ 5.11634007e-02 -3.63439079e-02 8.59113690e-02 8.29010541e-02
8.25117443e-02 -1.55872720e-02 2.48070890e-01 1.20317813e-01
-3.52903931e-02 -7.05967499e-02]
[ 1.24076424e-02 -1.38874925e-01 -2.88928627e-01 -4.37474763e-02
1.76698971e-01 -9.33923657e-02 1.54529615e-01 1.64396303e-01
1.12793169e-01 -2.31584782e-02]
[ 4.94348311e-02 -9.97476591e-03 -1.17309379e-01 4.20357858e-02
-8.26858784e-02 3.23107745e-01 2.61138610e-01 2.04978705e-01
-1.62939085e-01 -6.22337280e-02]
[ 4.14769103e-04 -2.41481846e-02 1.20972357e-01 1.01501142e-01
7.76945309e-03 1.06960019e-01 -1.28123423e-01 -4.17280062e-02
2.08870035e-01 7.35080400e-02]
[ 1.07577421e-01 7.34526446e-02 -4.75478876e-02 -1.03145942e-01
-9.20348291e-02 -3.29174691e-01 1.14516805e-01 8.51964413e-03
1.39896338e-01 8.68774153e-02]
[ -9.91075432e-02 1.67537151e-03 -1.54042351e-02 2.27185915e-02
9.71924964e-03 -2.03510587e-01 -8.82179762e-02 -1.98073977e-02
1.53191056e-02 1.28250664e-01]
[ -1.44444581e-01 -7.36389059e-02 -1.97299570e-01 -3.13073631e-03
-2.66812118e-01 -4.84893463e-03 -5.66965791e-03 -2.36668313e-02
3.54546249e-03 6.23544008e-02]
[ -3.02528640e-02 -7.74014417e-02 -7.47238346e-02 -1.27718747e-01
5.32320642e-01 2.76206231e-01 5.49853829e-01 1.13078828e-01
-1.82063646e-01 -3.75488791e-01]
[ -1.73292354e-02 -3.72208242e-01 -3.03942541e-02 -7.52485736e-02
6.65714644e-01 1.01670738e-01 5.10590138e-01 9.13532166e-02
2.74591277e-02 -3.83798893e-01]
[ 1.19355438e-02 -4.24061127e-01 -4.27705683e-02 -1.06838212e-01
6.76822956e-01 2.35340829e-02 4.75647581e-01 4.87919773e-02
-3.62861072e-01 -2.17082394e-01]
[ -1.63443519e-01 -5.64445390e-01 -6.65481522e-03 -1.95423160e-01
7.45274257e-01 -9.28543034e-02 5.93120792e-01 -8.20971990e-02
-6.17211267e-02 8.92785446e-02]
[ -2.85941439e-01 -3.71492913e-01 5.79593203e-02 -4.15957732e-02
9.04769263e-01 1.40622532e-01 3.92247554e-01 4.81364723e-02
-8.44886313e-02 -1.30276021e-01]
[ -1.98681196e-01 -2.75652396e-01 2.52882068e-01 -2.38283053e-01
6.48034981e-01 -4.57005461e-02 6.60713987e-01 1.35302961e-02
-2.52835393e-01 -2.41939634e-02]
[ -1.23773968e-01 -2.02363938e-01 -1.78206216e-01 -9.43463815e-02
4.68386142e-01 -2.32175041e-01 1.58535158e-01 1.69604556e-01
-4.00357744e-03 -1.12154055e-01]
[ 1.15420772e-01 2.48452722e-01 1.65935662e-01 -8.49988828e-02
-9.77111916e-02 4.79936209e-02 -1.56167720e-01 2.83714054e-01
7.95986043e-02 1.81033395e-01]
[ 3.51668411e-01 3.18098821e-01 -8.23840126e-02 3.18040917e-01
-8.97051277e-01 -2.88505090e-01 -4.77789925e-01 1.77843621e-01
3.83294715e-01 -3.19066881e-02]
[ 4.81203084e-02 1.43901905e-01 2.53395286e-01 2.52195062e-01
-6.34901597e-02 -1.96283305e-01 -1.82332299e-01 -1.32840346e-01
-1.38542985e-01 -2.86517620e-01]
[ 2.71454481e-02 -4.95009366e-02 -1.16652015e-01 -4.89350313e-02
2.29402407e-01 3.95366457e-02 -1.56472436e-02 -1.84087067e-01
3.81979947e-02 2.13653654e-01]
[ 4.04423982e-03 -4.68578164e-02 -6.53219811e-02 -4.61085743e-02
-3.26507549e-02 -1.77880291e-01 8.02949376e-02 1.04378975e-02
4.10003503e-02 1.11409640e-02]
[ 2.80909281e-02 6.56108026e-02 2.44090697e-01 7.28279520e-02
-2.22575931e-01 -1.34046351e-01 1.16824791e-01 3.95956695e-02
-1.86613705e-01 1.06975795e-01]
[ 7.32561733e-02 3.29400271e-02 1.08512985e-01 1.01656566e-02
-2.45658935e-01 6.84684373e-02 6.43958735e-02 -2.70519330e-01
-1.51406450e-02 -8.59101794e-02]
[ -1.22243581e-02 8.57432616e-02 8.42173928e-02 -3.07278864e-02
-3.33163081e-02 1.81581554e-01 1.04109272e-01 1.18530385e-01
-2.20077650e-02 1.72637609e-01]
[ 2.14318371e-01 4.92839498e-02 2.58466853e-02 7.27515878e-02
7.30680723e-02 -2.00930483e-02 -1.43333186e-01 1.47912009e-01
-6.09074832e-02 -2.80482066e-02]
[ 3.71222094e-02 -2.76181468e-02 1.47228855e-02 3.38460009e-02
-3.83496564e-01 -1.20795069e-01 -1.90995686e-01 4.08071209e-02
1.14494352e-01 1.87460896e-01]
[ 3.80859805e-02 5.14393349e-01 1.19000846e-01 4.04498873e-01
-1.06913215e+00 -3.02953796e-01 -6.08030051e-01 -7.31050457e-02
2.80432024e-01 3.24890732e-01]
[ 1.78869340e-01 5.08641274e-01 6.44877810e-02 4.19526460e-01
-8.57991771e-01 -8.36397499e-02 -4.49294609e-01 1.50948541e-01
2.05884826e-01 4.86332044e-01]
[ 2.57487405e-01 2.98537390e-01 2.46052979e-01 1.44950774e-01
-4.06118305e-01 8.09760587e-02 -2.07946762e-01 1.62678129e-01
2.37707251e-01 7.61824164e-02]
[ -7.38219963e-02 2.16440410e-01 2.41672792e-01 1.60572361e-02
-3.40550065e-02 1.31003580e-01 -9.61633744e-02 -1.50948604e-02
-3.34010238e-02 5.03069395e-02]
[ -9.55666196e-02 -2.11900671e-03 2.60957201e-02 9.67523440e-02
-5.91942413e-02 1.15104557e-01 2.51702413e-01 2.04982163e-02
-2.72171382e-01 -8.99194427e-02]
[ -2.19409699e-01 -2.16048830e-02 -9.28788165e-02 -3.43522318e-01
1.80053151e-01 1.19595561e-01 1.01514346e-01 1.03555926e-01
-2.06971784e-01 3.27337339e-02]
[ 1.04593709e-02 -3.76191659e-01 -1.27282633e-01 -1.62100558e-01
3.73459684e-01 2.62725434e-02 1.75561936e-01 1.52521836e-01
-1.65459841e-01 -2.21350942e-01]
[ 1.39025978e-01 -1.89357289e-01 -1.42943504e-01 -2.38167465e-03
9.96116491e-02 -5.80379166e-02 2.45943768e-02 -1.49772941e-01
1.31412070e-01 -1.19360490e-01]
[ -1.21412497e-01 1.06430876e-01 2.59531360e-01 -2.03280082e-02
1.80963619e-01 8.61441605e-02 1.87576138e-02 -2.98448662e-01
-1.20207401e-01 -6.45608781e-02]
[ -3.52892764e-01 5.48904326e-02 1.08866980e-02 -3.49833068e-02
1.67919195e-01 -1.69884179e-01 -7.73526321e-03 2.34345448e-01
-9.45565576e-02 6.98948641e-02]
[ 1.42607531e-01 5.52354522e-02 -2.39054651e-01 -9.61186364e-02
1.44034571e-01 -2.92389551e-01 4.84487428e-02 -1.68549754e-01
-7.29592344e-03 -1.97158952e-01]
[ 2.09342014e-01 -1.60766525e-01 6.24150026e-02 -2.57504050e-02
9.19292783e-02 -3.25363121e-02 1.54854073e-02 -1.36987482e-01
1.10343537e-01 -1.82898868e-01]
[ -1.04703361e-01 -5.27993048e-02 1.21247849e-01 1.08941702e-01
4.40604538e-02 -1.12792346e-01 2.46982734e-01 -7.75598560e-02
1.84311420e-01 -3.81765166e-03]
[ 8.46867840e-03 -1.60090295e-01 2.07325131e-01 -2.30402430e-01
-2.26240820e-03 1.10535762e-01 3.87381458e-02 -1.14899325e-01
3.26456598e-02 2.35933876e-01]]
[[ 0.60609786]
[ 1.52245694]
[ 0.27057299]
[ 0.86062597]
[-2.64123913]
[-0.26914413]
[-1.56431904]
[ 0.05662814]
[ 0.67373363]
[ 0.89018345]]
Progress: 26.9% ... Training loss: 0.290 ... Validation loss: 0.455[[ 1.63862948e-01 2.11844332e-01 -1.06893179e-01 1.11842919e-01
-5.27313931e-01 -7.20528854e-02 -5.98335588e-02 1.23085457e-01
-6.22511944e-02 1.89326915e-01]
[ 1.08042839e-02 1.53402928e-01 -2.11627423e-02 3.80310782e-02
1.08808012e-01 -4.52183252e-03 3.13679968e-01 4.09638909e-02
1.36646260e-01 -3.32147789e-02]
[ 1.75239385e-01 5.36269859e-01 1.25598483e-02 1.52678003e-03
3.01161167e-01 -3.10957729e-02 -6.12197829e-01 -3.86035465e-02
6.10358230e-02 2.80885221e-01]
[ -6.49355946e-03 -3.02554031e-01 -2.28574443e-01 6.41617163e-02
-2.83719482e-02 1.56233401e-01 1.30302811e-01 5.72175188e-02
3.96794595e-02 1.62313274e-01]
[ -1.72391185e-03 1.57449304e-01 -1.42217228e-01 5.50977260e-02
3.00714325e-02 -1.84147278e-01 3.60464990e-02 -1.18082542e-01
-1.76307827e-01 3.31852308e-03]
[ -3.59807073e-01 -4.64117038e-01 -2.88368770e-01 1.68483802e-01
1.02457000e-01 3.96426438e-02 1.54729927e-01 -3.56377305e-02
-2.31270235e-03 1.80783251e-02]
[ -9.01631828e-03 -2.03690429e-01 7.64006082e-03 8.31843684e-02
9.82386814e-03 -6.88325081e-02 1.88324094e-01 -1.90759475e-01
1.83771457e-01 2.23343363e-02]
[ 1.13833725e-01 -2.32549529e-01 3.46937492e-02 -6.68664334e-02
1.01575704e-01 -4.77001759e-02 6.66990632e-02 1.20862945e-01
7.97510335e-02 -2.25853054e-02]
[ -1.73619565e-01 -1.10494264e-01 -3.05303800e-01 -2.47191065e-02
5.76324431e-03 7.04830847e-02 -1.78414702e-01 -2.87003070e-02
2.57766622e-01 -1.31938971e-01]
[ 6.85674407e-02 -3.22039848e-01 9.49777151e-02 4.54250260e-02
5.16993378e-02 -1.19326191e-01 1.10638708e-01 -1.00935888e-01
2.93447951e-02 1.28194049e-01]
[ -8.50396667e-02 1.00300231e-02 -2.01288045e-03 -1.56406459e-01
4.37741696e-02 2.26916365e-02 1.42697426e-01 -1.02943425e-01
-2.26137533e-02 -1.33405607e-01]
[ -1.18843662e-01 -1.03453316e-01 -7.18532986e-02 -1.26231262e-02
3.91879425e-01 1.03316858e-01 6.61492097e-02 -1.64440220e-02
-1.74969273e-01 -2.17670998e-01]
[ -1.56450021e-01 5.22730026e-03 6.21736137e-02 2.24536097e-02
-1.73961743e-01 -2.19982265e-01 -1.79225683e-01 -1.96963308e-01
8.76352615e-02 1.74907295e-01]
[ -2.40663497e-01 -2.40922729e-01 1.11292890e-01 2.55397382e-01
-9.64394466e-02 -7.75163296e-02 -2.41240212e-02 -2.56589403e-01
-2.28974715e-01 -2.77311784e-02]
[ 1.14617644e-01 -1.06217158e-01 -1.78268976e-02 1.26387355e-01
-2.66082131e-02 -8.90756620e-02 1.64110057e-01 4.06219989e-03
3.49643206e-02 2.06135927e-02]
[ 4.02832000e-02 -6.07051756e-02 -2.10013919e-01 1.53247762e-01
-4.96543841e-02 8.45111258e-02 -7.35188801e-02 -1.95967352e-02
-8.87027187e-02 -9.31151841e-04]
[ -1.23061492e-01 -6.75308830e-02 -2.03708849e-01 1.53216073e-01
2.96863485e-03 1.35198559e-01 1.22137090e-02 -2.50318523e-01
6.71452279e-02 -2.02993008e-01]
[ -7.58220491e-02 -5.06356967e-02 2.73269028e-01 8.92680278e-02
1.46765801e-01 -5.84313973e-02 -1.11060049e-01 1.20071121e-01
6.47150782e-02 2.38139403e-02]
[ 5.10751148e-02 -3.65948464e-02 8.58659959e-02 8.27183672e-02
8.27908243e-02 -1.55319538e-02 2.48237327e-01 1.20308311e-01
-3.54289840e-02 -7.08153950e-02]
[ 1.27371860e-02 -1.37833591e-01 -2.88736136e-01 -4.31821606e-02
1.74746787e-01 -9.35896283e-02 1.53665566e-01 1.64433463e-01
1.13260525e-01 -2.27354367e-02]
[ 4.91233834e-02 -1.04281269e-02 -1.17451681e-01 4.16410373e-02
-8.18649671e-02 3.23212216e-01 2.61674806e-01 2.04952668e-01
-1.63238144e-01 -6.27487715e-02]
[ -6.32696453e-04 -2.66246465e-02 1.20515960e-01 1.00003839e-01
1.22089027e-02 1.07419040e-01 -1.25436861e-01 -4.18265659e-02
2.07702669e-01 7.20183194e-02]
[ 1.07613785e-01 7.35284639e-02 -4.75541818e-02 -1.03104377e-01
-9.21062056e-02 -3.29182900e-01 1.14428195e-01 8.52240018e-03
1.39949325e-01 8.69660314e-02]
[ -9.92914547e-02 1.08547272e-03 -1.55005879e-02 2.24656859e-02
1.05133573e-02 -2.03444515e-01 -8.76905911e-02 -1.98235450e-02
1.51222568e-02 1.27974116e-01]
[ -1.44641673e-01 -7.41619125e-02 -1.97384816e-01 -3.40106145e-03
-2.66521543e-01 -4.76366195e-03 -5.07404456e-03 -2.36845241e-02
3.38513564e-03 6.20864344e-02]
[ -3.03496329e-02 -7.80029480e-02 -7.47462153e-02 -1.27816669e-01
5.32485598e-01 2.76234317e-01 5.50549336e-01 1.13072473e-01
-1.82146248e-01 -3.75712790e-01]
[ -1.73057804e-02 -3.72447629e-01 -3.03979450e-02 -7.52393063e-02
6.65686112e-01 1.01664709e-01 5.10820793e-01 9.13533511e-02
2.74905158e-02 -3.83843410e-01]
[ 1.17488996e-02 -4.24501380e-01 -4.28546765e-02 -1.07102188e-01
6.77579203e-01 2.36180105e-02 4.76090437e-01 4.87748866e-02
-3.63067830e-01 -2.17354054e-01]
[ -1.63429432e-01 -5.64409394e-01 -6.66163761e-03 -1.95400788e-01
7.45317950e-01 -9.28565146e-02 5.93127692e-01 -8.20960201e-02
-6.17049833e-02 8.93111058e-02]
[ -2.85896380e-01 -3.71540366e-01 5.79965376e-02 -4.14571954e-02
9.04377161e-01 1.40573000e-01 3.92213786e-01 4.81445625e-02
-8.43870149e-02 -1.30139259e-01]
[ -1.98516393e-01 -2.75568338e-01 2.52964777e-01 -2.38019803e-01
6.47411647e-01 -4.57823724e-02 6.60718127e-01 1.35466624e-02
-2.52636867e-01 -2.38679305e-02]
[ -1.23492608e-01 -2.01945030e-01 -1.78079383e-01 -9.39099408e-02
4.67109133e-01 -2.32305551e-01 1.57959160e-01 1.69633199e-01
-3.65957640e-03 -1.11722136e-01]
[ 1.15712027e-01 2.49199487e-01 1.66072462e-01 -8.45609382e-02
-9.90530895e-02 4.78566413e-02 -1.56967790e-01 2.83742318e-01
7.99089111e-02 1.81442428e-01]
[ 3.51225007e-01 3.16952950e-01 -8.25404869e-02 3.17439980e-01
-8.95874084e-01 -2.88300108e-01 -4.76572320e-01 1.77799571e-01
3.82785600e-01 -3.26044985e-02]
[ 4.78896338e-02 1.43451899e-01 2.53302866e-01 2.51912018e-01
-6.26791221e-02 -1.96200337e-01 -1.81840829e-01 -1.32860752e-01
-1.38782668e-01 -2.86838452e-01]
[ 2.65676262e-02 -5.09580589e-02 -1.16920738e-01 -4.98149297e-02
2.32063873e-01 3.97986538e-02 -1.41391770e-02 -1.84143275e-01
3.75089406e-02 2.12771319e-01]
[ 4.17213054e-03 -4.64940430e-02 -6.52723271e-02 -4.59176315e-02
-3.32590062e-02 -1.77928337e-01 7.99219265e-02 1.04500227e-02
4.11396544e-02 1.12928105e-02]
[ 2.78170994e-02 6.52331277e-02 2.43979557e-01 7.24712957e-02
-2.21634716e-01 -1.33968799e-01 1.17290144e-01 3.95719721e-02
-1.86884681e-01 1.06596518e-01]
[ 7.32953540e-02 3.32846093e-02 1.08564319e-01 1.02942836e-02
-2.46207432e-01 6.84155815e-02 6.39398829e-02 -2.70510217e-01
-1.50312083e-02 -8.57952502e-02]
[ -1.26125341e-02 8.48087350e-02 8.40257250e-02 -3.13401411e-02
-3.14936688e-02 1.81760877e-01 1.05101617e-01 1.18491604e-01
-2.24805414e-02 1.72026415e-01]
[ 2.14185520e-01 4.93194866e-02 2.58492954e-02 7.27001092e-02
7.28435260e-02 -2.00749072e-02 -1.43277167e-01 1.47910304e-01
-6.09576832e-02 -2.81998464e-02]
[ 3.70248010e-02 -2.78458836e-02 1.46791210e-02 3.37074801e-02
-3.83070298e-01 -1.20757575e-01 -1.90792026e-01 4.07980238e-02
1.14383329e-01 1.87318524e-01]
[ 3.71050847e-02 5.11893815e-01 1.18554199e-01 4.03107287e-01
-1.06619428e+00 -3.02514709e-01 -6.05502845e-01 -7.31994002e-02
2.79378235e-01 3.23419030e-01]
[ 1.78425140e-01 5.07303218e-01 6.43091937e-02 4.18924769e-01
-8.57261023e-01 -8.34260443e-02 -4.48068917e-01 1.50906695e-01
2.05426647e-01 4.85609343e-01]
[ 2.57492787e-01 2.98553572e-01 2.46052062e-01 1.44948679e-01
-4.06149484e-01 8.09762235e-02 -2.07907306e-01 1.62678176e-01
2.37688218e-01 7.61772599e-02]
[ -7.37654356e-02 2.16529701e-01 2.41690597e-01 1.61358788e-02
-3.42051678e-02 1.30983252e-01 -9.62568403e-02 -1.50901113e-02
-3.33429927e-02 5.03737609e-02]
[ -9.53636030e-02 -1.57746237e-03 2.61932237e-02 9.70467716e-02
-5.99639853e-02 1.15011514e-01 2.51147779e-01 2.05162234e-02
-2.71945023e-01 -8.96396299e-02]
[ -2.19328580e-01 -2.14302800e-02 -9.28486711e-02 -3.43411940e-01
1.79764708e-01 1.19569304e-01 1.01268448e-01 1.03562096e-01
-2.06880851e-01 3.28277807e-02]
[ 1.05186722e-02 -3.76229785e-01 -1.27253279e-01 -1.61997928e-01
3.73168170e-01 2.62389519e-02 1.75487876e-01 1.52528707e-01
-1.65383797e-01 -2.21249658e-01]
[ 1.38537295e-01 -1.90656452e-01 -1.43089623e-01 -2.85359680e-03
9.98875601e-02 -5.78488468e-02 2.60980569e-02 -1.49815266e-01
1.30911134e-01 -1.20092756e-01]
[ -1.20959547e-01 1.06888765e-01 2.59787071e-01 -1.96029537e-02
1.78958673e-01 8.59078807e-02 1.80347815e-02 -2.98396681e-01
-1.19609445e-01 -6.38773907e-02]
[ -3.53811565e-01 5.29693678e-02 1.05153896e-02 -3.63163215e-02
1.71418412e-01 -1.69503812e-01 -5.95883732e-03 2.34258973e-01
-9.55662812e-02 6.85515326e-02]
[ 1.42724855e-01 5.50601437e-02 -2.39021961e-01 -9.59451893e-02
1.43870317e-01 -2.92452999e-01 4.86392727e-02 -1.68538651e-01
-7.21372758e-03 -1.97101717e-01]
[ 2.08547627e-01 -1.63187760e-01 6.19999484e-02 -2.70305894e-02
9.54866865e-02 -3.21445994e-02 1.79543340e-02 -1.37072146e-01
1.09346842e-01 -1.84245391e-01]
[ -1.05565064e-01 -5.50609424e-02 1.20880453e-01 1.07761234e-01
4.73686908e-02 -1.12431276e-01 2.49330731e-01 -7.76397133e-02
1.83361197e-01 -5.10586851e-03]
[ 8.50177410e-03 -1.59415793e-01 2.07391231e-01 -2.30101901e-01
-4.83586332e-03 1.10459501e-01 3.80734558e-02 -1.14882920e-01
3.29619881e-02 2.36123341e-01]]
[[ 0.59748841]
[ 1.51253768]
[ 0.2626044 ]
[ 0.85145209]
[-2.64612445]
[-0.27449043]
[-1.56955269]
[ 0.04952563]
[ 0.66447446]
[ 0.88141134]]
Progress: 27.0% ... Training loss: 0.293 ... Validation loss: 0.459[[ 1.64581549e-01 2.13812442e-01 -1.06611735e-01 1.13101684e-01
-5.31410218e-01 -7.24053337e-02 -6.12357191e-02 1.23148598e-01
-6.15011948e-02 1.90108782e-01]
[ 1.09236382e-02 1.53586952e-01 -2.11167931e-02 3.81817299e-02
1.08357489e-01 -4.56870976e-03 3.13472570e-01 4.09733501e-02
1.36777544e-01 -3.30600952e-02]
[ 1.76236546e-01 5.39683492e-01 1.30090020e-02 2.48680261e-03
2.99084661e-01 -3.14247284e-02 -6.15659791e-01 -3.85339614e-02
6.21264159e-02 2.81943217e-01]
[ -6.04175023e-03 -3.02510366e-01 -2.28346896e-01 6.49128619e-02
-2.88893502e-02 1.55980454e-01 1.29881255e-01 5.72619127e-02
4.04132471e-02 1.63375167e-01]
[ -1.15797438e-03 1.58523294e-01 -1.41976192e-01 5.60196848e-02
2.76077038e-02 -1.84468895e-01 3.47810680e-02 -1.18033046e-01
-1.75722325e-01 4.26661331e-03]
[ -3.59820132e-01 -4.64941088e-01 -2.88387426e-01 1.68861640e-01
1.00813020e-01 3.95761003e-02 1.55998028e-01 -3.56313630e-02
-2.31767543e-03 1.79870062e-02]
[ -8.53288437e-03 -2.02832805e-01 7.83574133e-03 8.38900590e-02
7.79802973e-03 -6.90341638e-02 1.87167905e-01 -1.90717122e-01
1.84396296e-01 2.31032254e-02]
[ 1.14741908e-01 -2.30517272e-01 3.50804606e-02 -6.55717090e-02
9.74950802e-02 -4.81331542e-02 6.46608629e-02 1.20938269e-01
8.08046921e-02 -2.14692251e-02]
[ -1.72475780e-01 -1.07829231e-01 -3.04780333e-01 -2.30677834e-02
1.48733972e-03 6.99578784e-02 -1.81042086e-01 -2.86016947e-02
2.58991998e-01 -1.30223256e-01]
[ 7.03750580e-02 -3.18287771e-01 9.57799385e-02 4.82058441e-02
4.32725285e-02 -1.20173487e-01 1.07146944e-01 -1.00778043e-01
3.13589168e-02 1.30612776e-01]
[ -8.43989373e-02 1.11728412e-02 -1.77293487e-03 -1.55539372e-01
4.08399180e-02 2.23963270e-02 1.41521180e-01 -1.02891858e-01
-2.18907836e-02 -1.32550513e-01]
[ -1.18769665e-01 -1.03617347e-01 -7.18082648e-02 -1.22414551e-02
3.91214138e-01 1.03233080e-01 6.62635455e-02 -1.64307785e-02
-1.74807465e-01 -2.17435453e-01]
[ -1.56450021e-01 5.22730026e-03 6.21736137e-02 2.24536097e-02
-1.73961743e-01 -2.19982265e-01 -1.79225683e-01 -1.96963308e-01
8.76352615e-02 1.74907295e-01]
[ -2.42101369e-01 -2.44172384e-01 1.10658461e-01 2.53639171e-01
-9.20891215e-02 -7.68985451e-02 -2.04261062e-02 -2.56707014e-01
-2.30600286e-01 -2.98804830e-02]
[ 1.15173126e-01 -1.05525474e-01 -1.75855932e-02 1.27259400e-01
-2.92344940e-02 -8.93539563e-02 1.63420495e-01 4.11246393e-03
3.56087972e-02 2.14691634e-02]
[ 4.11892027e-02 -5.89494090e-02 -2.09631691e-01 1.54572245e-01
-5.32068828e-02 8.40850990e-02 -7.53016499e-02 -1.95197802e-02
-8.76823399e-02 3.31153389e-04]
[ -1.22670096e-01 -6.67421734e-02 -2.03534959e-01 1.53809987e-01
1.40730792e-03 1.35011464e-01 1.12558528e-02 -2.50284923e-01
6.75989622e-02 -2.02388052e-01]
[ -7.60400300e-02 -5.12146663e-02 2.73145379e-01 8.89584409e-02
1.47643922e-01 -5.83289328e-02 -1.10449948e-01 1.20052924e-01
6.45122273e-02 2.34724607e-02]
[ 5.12294505e-02 -3.61664772e-02 8.59355733e-02 8.28953844e-02
8.21768049e-02 -1.55827476e-02 2.47789246e-01 1.20321350e-01
-3.52381356e-02 -7.05429330e-02]
[ 1.27666094e-02 -1.37825006e-01 -2.88723641e-01 -4.31456350e-02
1.74275842e-01 -9.35891603e-02 1.53683743e-01 1.64431006e-01
1.13289708e-01 -2.27754532e-02]
[ 4.97096055e-02 -9.29242834e-03 -1.17183695e-01 4.25201062e-02
-8.42133377e-02 3.22922976e-01 2.60344791e-01 2.05006036e-01
-1.62526195e-01 -6.19619940e-02]
[ 2.69568411e-04 -2.42849895e-02 1.20898049e-01 1.01241499e-01
8.79784889e-03 1.07004283e-01 -1.27595025e-01 -4.17506182e-02
2.08652773e-01 7.33026105e-02]
[ 1.08204769e-01 7.49651085e-02 -4.72876688e-02 -1.02280816e-01
-9.45374999e-02 -3.29433141e-01 1.13027913e-01 8.57131752e-03
1.40544015e-01 8.77900147e-02]
[ -9.91532749e-02 1.19693429e-03 -1.54373739e-02 2.26991367e-02
9.94866764e-03 -2.03516548e-01 -8.79668771e-02 -1.98104985e-02
1.53118800e-02 1.28204095e-01]
[ -1.44717767e-01 -7.42989990e-02 -1.97398834e-01 -3.48141243e-03
-2.66195856e-01 -4.74228306e-03 -4.91089445e-03 -2.36887412e-02
3.32746947e-03 6.20062753e-02]
[ -3.02263793e-02 -7.79484037e-02 -7.46875821e-02 -1.27630592e-01
5.31885650e-01 2.76178612e-01 5.50465060e-01 1.13083242e-01
-1.82001576e-01 -3.75529896e-01]
[ -1.73133350e-02 -3.72852068e-01 -3.04138613e-02 -7.52716272e-02
6.65725434e-01 1.01681330e-01 5.11308984e-01 9.13538000e-02
2.74911032e-02 -3.83901686e-01]
[ 1.17080601e-02 -4.24710439e-01 -4.28660807e-02 -1.07128286e-01
6.77629631e-01 2.36273915e-02 4.76165979e-01 4.87727781e-02
-3.63086720e-01 -2.17381858e-01]
[ -1.63307435e-01 -5.64218192e-01 -6.60602065e-03 -1.95217988e-01
7.44783580e-01 -9.29066066e-02 5.92950364e-01 -8.20866557e-02
-6.15744014e-02 8.94793672e-02]
[ -2.85571444e-01 -3.71084771e-01 5.81330414e-02 -4.09469236e-02
9.03024069e-01 1.40412539e-01 3.91558545e-01 4.81742349e-02
-8.39931811e-02 -1.29626204e-01]
[ -1.98470523e-01 -2.75584368e-01 2.52985034e-01 -2.37899556e-01
6.47393756e-01 -4.58305633e-02 6.60609598e-01 1.35542267e-02
-2.52550796e-01 -2.37541015e-02]
[ -1.23497442e-01 -2.02017155e-01 -1.78083057e-01 -9.39030485e-02
4.66937455e-01 -2.32303268e-01 1.57972729e-01 1.69632680e-01
-3.64916284e-03 -1.11728475e-01]
[ 1.15590177e-01 2.48766981e-01 1.66008135e-01 -8.47389497e-02
-9.85235221e-02 4.79143974e-02 -1.56552896e-01 2.83731932e-01
7.97844786e-02 1.81259352e-01]
[ 3.51079331e-01 3.16901195e-01 -8.25937089e-02 3.17296826e-01
-8.95461292e-01 -2.88249038e-01 -4.76131389e-01 1.77788548e-01
3.82619531e-01 -3.27485424e-02]
[ 4.79898757e-02 1.43668990e-01 2.53345508e-01 2.52049644e-01
-6.31291070e-02 -1.96245375e-01 -1.82050893e-01 -1.32853446e-01
-1.38669628e-01 -2.86708682e-01]
[ 2.65978817e-02 -5.08700602e-02 -1.16906916e-01 -4.97871385e-02
2.31903542e-01 3.97833320e-02 -1.42345110e-02 -1.84140653e-01
3.75294754e-02 2.12814165e-01]
[ 3.96418066e-03 -4.68208090e-02 -6.53541160e-02 -4.62342997e-02
-3.21431685e-02 -1.77850217e-01 8.04434422e-02 1.04312898e-02
4.08906491e-02 1.09600869e-02]
[ 2.92461435e-02 6.87663133e-02 2.44555191e-01 7.45382130e-02
-2.27919378e-01 -1.34626865e-01 1.13534942e-01 3.96925434e-02
-1.85265794e-01 1.08651692e-01]
[ 7.32726764e-02 3.32481918e-02 1.08546234e-01 1.02492589e-02
-2.46056287e-01 6.84309169e-02 6.39845273e-02 -2.70513051e-01
-1.50646608e-02 -8.58373953e-02]
[ -1.25501934e-02 8.50921507e-02 8.40368107e-02 -3.13080461e-02
-3.15756655e-02 1.81748492e-01 1.04932409e-01 1.18493859e-01
-2.24740151e-02 1.72076943e-01]
[ 2.14257557e-01 4.95019672e-02 2.58806763e-02 7.27969658e-02
7.25260737e-02 -2.01042733e-02 -1.43475067e-01 1.47915841e-01
-6.08776650e-02 -2.80917207e-02]
[ 3.70572052e-02 -2.77273130e-02 1.47012416e-02 3.37593826e-02
-3.83291363e-01 -1.20779279e-01 -1.90866887e-01 4.08022117e-02
1.14404391e-01 1.87330453e-01]
[ 3.73501874e-02 5.12489929e-01 1.18657620e-01 4.03498983e-01
-1.06754701e+00 -3.02633524e-01 -6.05802893e-01 -7.31774305e-02
2.79590646e-01 3.23635689e-01]
[ 1.78595667e-01 5.07319883e-01 6.44041141e-02 4.19354405e-01
-8.58492825e-01 -8.35362858e-02 -4.48175305e-01 1.50926718e-01
2.05696728e-01 4.85787402e-01]
[ 2.57705168e-01 2.99043502e-01 2.46171580e-01 1.45286535e-01
-4.07220102e-01 8.08882154e-02 -2.08410806e-01 1.62692512e-01
2.37947839e-01 7.64771616e-02]
[ -7.38532761e-02 2.16350695e-01 2.41657653e-01 1.60081071e-02
-3.38269808e-02 1.31024142e-01 -9.60220730e-02 -1.50973834e-02
-3.34434415e-02 5.02337941e-02]
[ -9.51216609e-02 -1.00432112e-03 2.63047515e-02 9.73960849e-02
-6.10792481e-02 1.14915646e-01 2.50509457e-01 2.05360941e-02
-2.71678463e-01 -8.92569857e-02]
[ -2.19372276e-01 -2.17064527e-02 -9.28703668e-02 -3.43408457e-01
1.79855159e-01 1.19571322e-01 1.01468717e-01 1.03562396e-01
-2.06908168e-01 3.28540753e-02]
[ 1.05116023e-02 -3.76294580e-01 -1.27260104e-01 -1.62030764e-01
3.73336974e-01 2.62483588e-02 1.75576081e-01 1.52527444e-01
-1.65400181e-01 -2.21285888e-01]
[ 1.37162382e-01 -1.94050442e-01 -1.43692360e-01 -4.48031455e-03
1.03600467e-01 -5.72582452e-02 3.00843267e-02 -1.49926122e-01
1.29414759e-01 -1.22171118e-01]
[ -1.20225877e-01 1.08422565e-01 2.60122264e-01 -1.85564516e-02
1.76364096e-01 8.55342045e-02 1.66197438e-02 -2.98324997e-01
-1.18785612e-01 -6.28087671e-02]
[ -3.53022603e-01 5.48418142e-02 1.08986323e-02 -3.50469582e-02
1.67934856e-01 -1.69890102e-01 -7.84804260e-03 2.34329129e-01
-9.46280745e-02 6.97356467e-02]
[ 1.43508521e-01 5.64121191e-02 -2.38675334e-01 -9.47516123e-02
1.40625896e-01 -2.92819971e-01 4.70225639e-02 -1.68471507e-01
-6.28435973e-03 -1.95898345e-01]
[ 2.08240379e-01 -1.64063401e-01 6.18428748e-02 -2.75491676e-02
9.68500269e-02 -3.19678701e-02 1.89004413e-02 -1.37102817e-01
1.08942260e-01 -1.84787207e-01]
[ -1.05596419e-01 -5.51336741e-02 1.20859859e-01 1.07709726e-01
4.74657565e-02 -1.12413949e-01 2.49317926e-01 -7.76409637e-02
1.83314309e-01 -5.17784288e-03]
[ 1.04313362e-02 -1.55100787e-01 2.08193774e-01 -2.27384963e-01
-1.27129686e-02 1.09575397e-01 3.35211612e-02 -1.14726472e-01
3.51173250e-02 2.38868749e-01]]
[[ 0.60691402]
[ 1.52233655]
[ 0.27193594]
[ 0.86033766]
[-2.63698925]
[-0.26565371]
[-1.56020474]
[ 0.05867571]
[ 0.67395728]
[ 0.8925521 ]]
Progress: 27.1% ... Training loss: 0.290 ... Validation loss: 0.457[[ 1.62694187e-01 2.08898839e-01 -1.07542403e-01 1.10150761e-01
-5.24009981e-01 -7.15431568e-02 -5.67479770e-02 1.22938703e-01
-6.36462157e-02 1.87089609e-01]
[ 1.04140770e-02 1.52073420e-01 -2.13855760e-02 3.72971261e-02
1.10940399e-01 -4.32903990e-03 3.14992407e-01 4.09143397e-02
1.36176483e-01 -3.39619303e-02]
[ 1.75865046e-01 5.38745801e-01 1.26090623e-02 1.19423326e-03
3.04689416e-01 -3.11181279e-02 -6.16157008e-01 -3.86148863e-02
6.16214995e-02 2.81203457e-01]
[ -5.23372456e-03 -3.02444453e-01 -2.27956632e-01 6.61072944e-02
-3.02062930e-02 1.55651984e-01 1.29148623e-01 5.73500472e-02
4.14152346e-02 1.64617383e-01]
[ 8.72937310e-04 1.63961292e-01 -1.41096574e-01 5.91103011e-02
1.96958323e-02 -1.85414621e-01 2.86131967e-02 -1.17820120e-01
-1.73499898e-01 7.49170052e-03]
[ -3.60895409e-01 -4.67529641e-01 -2.88807343e-01 1.67569550e-01
1.03416907e-01 3.99938352e-02 1.59177650e-01 -3.57315476e-02
-3.48908895e-03 1.63902383e-02]
[ -8.70348652e-03 -2.03859416e-01 7.73472905e-03 8.36708928e-02
8.29845598e-03 -6.89598515e-02 1.87410160e-01 -1.90729749e-01
1.84247604e-01 2.28633729e-02]
[ 1.14076472e-01 -2.32471299e-01 3.46735116e-02 -6.68888740e-02
1.00838944e-01 -4.77962647e-02 6.66554003e-02 1.20843330e-01
8.00268214e-02 -2.27332767e-02]
[ -1.72488034e-01 -1.07836374e-01 -3.04792517e-01 -2.30524829e-02
1.55700840e-03 6.99467300e-02 -1.80923217e-01 -2.86029440e-02
2.59048453e-01 -1.30252703e-01]
[ 6.77394049e-02 -3.24359819e-01 9.45597729e-02 4.43806986e-02
5.27061939e-02 -1.19064628e-01 1.13947951e-01 -1.01049653e-01
2.84163726e-02 1.26614177e-01]
[ -8.45824214e-02 1.00618049e-02 -1.88521926e-03 -1.55861725e-01
4.17790317e-02 2.24992417e-02 1.42142029e-01 -1.02912326e-01
-2.20585760e-02 -1.32795836e-01]
[ -1.17874098e-01 -1.02010595e-01 -7.14158777e-02 -1.09070772e-02
3.87359205e-01 1.02839094e-01 6.43769732e-02 -1.63476987e-02
-1.73738649e-01 -2.16321650e-01]
[ -1.56450021e-01 5.22730026e-03 6.21736137e-02 2.24536097e-02
-1.73961743e-01 -2.19982265e-01 -1.79225683e-01 -1.96963308e-01
8.76352615e-02 1.74907295e-01]
[ -2.43099588e-01 -2.46209377e-01 1.10244403e-01 2.52421152e-01
-8.99000759e-02 -7.64883993e-02 -1.76162425e-02 -2.56801770e-01
-2.31728375e-01 -3.13909052e-02]
[ 1.15086070e-01 -1.05855303e-01 -1.76047904e-02 1.27127856e-01
-2.87004239e-02 -8.93321871e-02 1.63653059e-01 4.10502556e-03
3.55422371e-02 2.13831906e-02]
[ 4.12828714e-02 -5.91941436e-02 -2.09579610e-01 1.54734771e-01
-5.34731616e-02 8.40341640e-02 -7.51134402e-02 -1.95096768e-02
-8.75741460e-02 4.20702250e-04]
[ -1.22697379e-01 -6.69914471e-02 -2.03558110e-01 1.53802389e-01
1.47668297e-03 1.35014993e-01 1.13800317e-02 -2.50284150e-01
6.75778657e-02 -2.02417400e-01]
[ -7.66026158e-02 -5.25299115e-02 2.72890476e-01 8.81956450e-02
1.49800570e-01 -5.80936278e-02 -1.09202399e-01 1.19998761e-01
6.39072464e-02 2.26806845e-02]
[ 5.18188150e-02 -3.49598290e-02 8.61937011e-02 8.36954287e-02
7.96938172e-02 -1.58238657e-02 2.45999235e-01 1.20379420e-01
-3.45613830e-02 -6.96651404e-02]
[ 1.20916195e-02 -1.39746363e-01 -2.89102835e-01 -4.43948508e-02
1.77459172e-01 -9.32649439e-02 1.55807032e-01 1.64343040e-01
1.12464459e-01 -2.40542945e-02]
[ 5.07221246e-02 -6.98264336e-03 -1.16716236e-01 4.40423870e-02
-8.84149402e-02 3.22454246e-01 2.57936599e-01 2.05107667e-01
-1.61328554e-01 -6.04242943e-02]
[ -8.92337491e-04 -2.70164968e-02 1.20332878e-01 9.94322500e-02
1.37550364e-02 1.07553877e-01 -1.24946810e-01 -4.18746384e-02
2.07339975e-01 7.15429860e-02]
[ 1.08469895e-01 7.55322162e-02 -4.71668687e-02 -1.01892126e-01
-9.53709861e-02 -3.29545199e-01 1.12403636e-01 8.59590746e-03
1.40857207e-01 8.81691557e-02]
[ -9.96076236e-02 2.88665730e-04 -1.56363697e-02 2.20614411e-02
1.14013375e-02 -2.03335430e-01 -8.67956681e-02 -1.98536809e-02
1.48532341e-02 1.27538384e-01]
[ -1.44635626e-01 -7.42216644e-02 -1.97382693e-01 -3.35195674e-03
-2.66435981e-01 -4.77733027e-03 -5.09820896e-03 -2.36813810e-02
3.40758801e-03 6.21136710e-02]
[ -3.04031455e-02 -7.83654333e-02 -7.47654794e-02 -1.27884348e-01
5.32614903e-01 2.76253503e-01 5.50814088e-01 1.13065979e-01
-1.82194563e-01 -3.75780970e-01]
[ -1.74483631e-02 -3.73133896e-01 -3.04728049e-02 -7.54620981e-02
6.66430385e-01 1.01743153e-01 5.11565315e-01 9.13402953e-02
2.73382686e-02 -3.84118526e-01]
[ 1.15817147e-02 -4.25378079e-01 -4.29499816e-02 -1.07328282e-01
6.78223667e-01 2.36924544e-02 4.76732933e-01 4.87598824e-02
-3.63249955e-01 -2.17625516e-01]
[ -1.63463856e-01 -5.64921142e-01 -6.66439085e-03 -1.95405491e-01
7.45250410e-01 -9.28498060e-02 5.93521911e-01 -8.21001999e-02
-6.17286556e-02 8.93430697e-02]
[ -2.85665921e-01 -3.71294574e-01 5.80905331e-02 -4.10812262e-02
9.03401325e-01 1.40455099e-01 3.91827802e-01 4.81652147e-02
-8.40971058e-02 -1.29726627e-01]
[ -1.98252668e-01 -2.75286465e-01 2.53110299e-01 -2.37504911e-01
6.46208628e-01 -4.59527131e-02 6.60288262e-01 1.35804729e-02
-2.52249125e-01 -2.34052101e-02]
[ -1.23480717e-01 -2.02053912e-01 -1.78072238e-01 -9.38639722e-02
4.66871712e-01 -2.32323264e-01 1.57875604e-01 1.69634741e-01
-3.62897353e-03 -1.11686031e-01]
[ 1.15931067e-01 2.49563104e-01 1.66157795e-01 -8.42542968e-02
-9.99130487e-02 4.77641196e-02 -1.57369855e-01 2.83765235e-01
8.01613187e-02 1.81752862e-01]
[ 3.48877053e-01 3.11929217e-01 -8.36638023e-02 3.14001649e-01
-8.87203773e-01 -2.87248106e-01 -4.70663487e-01 1.77553483e-01
3.80131082e-01 -3.61901863e-02]
[ 4.84300073e-02 1.44312808e-01 2.53553692e-01 2.52652128e-01
-6.49773307e-02 -1.96436716e-01 -1.82916859e-01 -1.32809261e-01
-1.38156784e-01 -2.86036275e-01]
[ 2.66786756e-02 -5.06913608e-02 -1.16876631e-01 -4.96913435e-02
2.31736097e-01 3.97510939e-02 -1.44172329e-02 -1.84134542e-01
3.76106099e-02 2.12902355e-01]
[ 2.92612872e-03 -4.92541319e-02 -6.58221859e-02 -4.77211415e-02
-2.76808754e-02 -1.77411367e-01 8.30476865e-02 1.03313363e-02
3.97783977e-02 9.46186450e-03]
[ 2.91193542e-02 6.85059814e-02 2.44514404e-01 7.44096422e-02
-2.27490025e-01 -1.34601531e-01 1.13765963e-01 3.96858980e-02
-1.85375768e-01 1.08489734e-01]
[ 7.32559981e-02 3.32056299e-02 1.08538349e-01 1.02255828e-02
-2.45986129e-01 6.84384877e-02 6.40201589e-02 -2.70514464e-01
-1.50833861e-02 -8.58630572e-02]
[ -1.30962671e-02 8.36782628e-02 8.37774219e-02 -3.21318350e-02
-2.91904756e-02 1.82007440e-01 1.06371652e-01 1.18441478e-01
-2.31024811e-02 1.71245118e-01]
[ 2.14814323e-01 5.07296325e-02 2.61256186e-02 7.35770163e-02
7.03638699e-02 -2.03419527e-02 -1.44783380e-01 1.47965859e-01
-6.02702416e-02 -2.72913882e-02]
[ 3.69040246e-02 -2.79448413e-02 1.46567712e-02 3.35671606e-02
-3.82649221e-01 -1.20712061e-01 -1.90431820e-01 4.07880452e-02
1.14239875e-01 1.87081337e-01]
[ 3.67333555e-02 5.11227447e-01 1.18375979e-01 4.02619284e-01
-1.06552425e+00 -3.02354811e-01 -6.04246920e-01 -7.32405883e-02
2.78832371e-01 3.22640017e-01]
[ 1.80017165e-01 5.10516698e-01 6.50443284e-02 4.21344657e-01
-8.64590766e-01 -8.41720994e-02 -4.51655172e-01 1.51059809e-01
2.07375171e-01 4.87740922e-01]
[ 2.57912814e-01 2.99744266e-01 2.46255782e-01 1.45589476e-01
-4.08020153e-01 8.08032960e-02 -2.09133483e-01 1.62709187e-01
2.38152161e-01 7.67678724e-02]
[ -7.37027462e-02 2.16579615e-01 2.41711235e-01 1.62260994e-02
-3.44924185e-02 1.30959632e-01 -9.63893017e-02 -1.50834897e-02
-3.32661929e-02 5.04934682e-02]
[ -9.50739900e-02 -8.52132377e-04 2.63331268e-02 9.74863642e-02
-6.14166934e-02 1.14891846e-01 2.50341010e-01 2.05421658e-02
-2.71608430e-01 -8.91474054e-02]
[ -2.19561834e-01 -2.20872024e-02 -9.29565253e-02 -3.43679375e-01
1.80653240e-01 1.19652833e-01 1.01944503e-01 1.03543322e-01
-2.07117028e-01 3.25823191e-02]
[ 1.06860049e-02 -3.75994959e-01 -1.27195582e-01 -1.61775132e-01
3.72634147e-01 2.61686573e-02 1.75184019e-01 1.52544870e-01
-1.65215100e-01 -2.21051120e-01]
[ 1.37193947e-01 -1.93814668e-01 -1.43633554e-01 -4.18838620e-03
1.02428189e-01 -5.73346925e-02 3.02132057e-02 -1.49915147e-01
1.29527818e-01 -1.22070340e-01]
[ -1.19811233e-01 1.09131197e-01 2.60308248e-01 -1.79170190e-02
1.74671814e-01 8.53346849e-02 1.56402356e-02 -2.98277969e-01
-1.18304608e-01 -6.21441930e-02]
[ -3.51953893e-01 5.71434667e-02 1.13644222e-02 -3.35563375e-02
1.63654801e-01 -1.70356379e-01 -1.01737086e-02 2.34423186e-01
-9.34366960e-02 7.11462009e-02]
[ 1.42330220e-01 5.31820619e-02 -2.39254718e-01 -9.66594623e-02
1.46012692e-01 -2.92283765e-01 4.99533824e-02 -1.68597898e-01
-7.61121205e-03 -1.97826878e-01]
[ 2.08109236e-01 -1.64819671e-01 6.17582738e-02 -2.76843150e-02
9.71597398e-02 -3.19091718e-02 1.95507782e-02 -1.37114072e-01
1.08849443e-01 -1.84990948e-01]
[ -1.06517777e-01 -5.74992655e-02 1.20460248e-01 1.06434487e-01
5.13187456e-02 -1.12037742e-01 2.51560217e-01 -7.77317726e-02
1.82318999e-01 -6.47955385e-03]
[ 9.22364985e-03 -1.57571259e-01 2.07606729e-01 -2.29301828e-01
-8.60000511e-03 1.10164318e-01 3.64092941e-02 -1.14859075e-01
3.37053426e-02 2.36996710e-01]]
[[ 0.59846054]
[ 1.51810423]
[ 0.26490566]
[ 0.85257026]
[-2.64095786]
[-0.26984753]
[-1.56662557]
[ 0.052737 ]
[ 0.66339359]
[ 0.88449691]]
Progress: 27.1% ... Training loss: 0.292 ... Validation loss: 0.459[[ 1.63399427e-01 2.10958533e-01 -1.07205356e-01 1.11152463e-01
-5.27648409e-01 -7.18670022e-02 -5.83711527e-02 1.23004475e-01
-6.29011337e-02 1.87999576e-01]
[ 1.06489511e-02 1.52656757e-01 -2.12727516e-02 3.76759196e-02
1.09996511e-01 -4.44529302e-03 3.14556231e-01 4.09362599e-02
1.36467480e-01 -3.35858428e-02]
[ 1.74355705e-01 5.36129058e-01 1.18939763e-02 -1.59640771e-03
3.13694230e-01 -3.03134297e-02 -6.13726123e-01 -3.87732359e-02
5.96358557e-02 2.78961647e-01]
[ -6.26599355e-03 -3.05378952e-01 -2.28377291e-01 6.49269259e-02
-2.64925288e-02 1.56089774e-01 1.32150490e-01 5.72829965e-02
4.05794016e-02 1.63740094e-01]
[ 3.21981010e-04 1.62420138e-01 -1.41391997e-01 5.81866152e-02
2.07639484e-02 -1.85140045e-01 2.98852358e-02 -1.17875811e-01
-1.74122549e-01 6.17926890e-03]
[ -3.60470087e-01 -4.67278463e-01 -2.88610560e-01 1.68476480e-01
9.97990975e-02 3.97160247e-02 1.59207133e-01 -3.56832863e-02
-2.93264620e-03 1.69237091e-02]
[ -7.97014351e-03 -2.01831819e-01 8.08955102e-03 8.47014541e-02
5.29101686e-03 -6.93121281e-02 1.85451894e-01 -1.90663969e-01
1.85067991e-01 2.39471401e-02]
[ 1.13211753e-01 -2.34959572e-01 3.42787302e-02 -6.82156602e-02
1.04446411e-01 -4.74066113e-02 6.91148487e-02 1.20765110e-01
7.90606765e-02 -2.39639183e-02]
[ -1.71846268e-01 -1.06662476e-01 -3.04475730e-01 -2.20397546e-02
-9.96313113e-04 6.96337037e-02 -1.82210494e-01 -2.85396721e-02
2.59754130e-01 -1.29319838e-01]
[ 6.80890206e-02 -3.23899520e-01 9.47374073e-02 4.49211545e-02
5.06138933e-02 -1.19291780e-01 1.13434264e-01 -1.01016235e-01
2.87283243e-02 1.26984672e-01]
[ -8.37906893e-02 1.11227022e-02 -1.50853100e-03 -1.54593645e-01
3.80478419e-02 2.21007175e-02 1.41135299e-01 -1.02834350e-01
-2.11195197e-02 -1.31528344e-01]
[ -1.18079733e-01 -1.02567394e-01 -7.14965893e-02 -1.10921791e-02
3.87611593e-01 1.02911310e-01 6.51407796e-02 -1.63600013e-02
-1.73873295e-01 -2.16640175e-01]
[ -1.56450021e-01 5.22730026e-03 6.21736137e-02 2.24536097e-02
-1.73961743e-01 -2.19982265e-01 -1.79225683e-01 -1.96963308e-01
8.76352615e-02 1.74907295e-01]
[ -2.43191159e-01 -2.46585121e-01 1.10221408e-01 2.52452214e-01
-9.03327420e-02 -7.64827139e-02 -1.70986012e-02 -2.56802758e-01
-2.31797918e-01 -3.15201416e-02]
[ 1.14656224e-01 -1.06720588e-01 -1.77853023e-02 1.26603005e-01
-2.79786979e-02 -8.91792586e-02 1.64947240e-01 4.06575828e-03
3.50745922e-02 2.07184609e-02]
[ 4.21427127e-02 -5.77541249e-02 -2.09223522e-01 1.55994481e-01
-5.69343345e-02 8.36429891e-02 -7.67019764e-02 -1.94300922e-02
-8.65885913e-02 1.57223415e-03]
[ -1.21943663e-01 -6.52022092e-02 -2.03209745e-01 1.54845698e-01
-1.48424284e-03 1.34672906e-01 9.47526611e-03 -2.50216756e-01
6.83912835e-02 -2.01267819e-01]
[ -7.66202805e-02 -5.23148144e-02 2.72886763e-01 8.81927191e-02
1.49795879e-01 -5.81051462e-02 -1.09301298e-01 1.19997736e-01
6.39218098e-02 2.26768205e-02]
[ 5.16692763e-02 -3.52746243e-02 8.61344746e-02 8.34235513e-02
8.04946975e-02 -1.57563686e-02 2.46345782e-01 1.20362818e-01
-3.47741791e-02 -6.99516883e-02]
[ 1.16411821e-02 -1.41100939e-01 -2.89345888e-01 -4.51326288e-02
1.79191697e-01 -9.30490414e-02 1.56824494e-01 1.64298274e-01
1.11937683e-01 -2.46510878e-02]
[ 5.05594821e-02 -7.72169227e-03 -1.16797151e-01 4.37442387e-02
-8.71497497e-02 3.22532464e-01 2.58687773e-01 2.05092395e-01
-1.61516089e-01 -6.07274478e-02]
[ -1.01309637e-03 -2.71196742e-02 1.20322874e-01 9.93807377e-02
1.36343044e-02 1.07591517e-01 -1.24620765e-01 -4.18780051e-02
2.07276367e-01 7.14546510e-02]
[ 1.08703041e-01 7.59401607e-02 -4.70380942e-02 -1.01481822e-01
-9.62279900e-02 -3.29674785e-01 1.12015045e-01 8.62199788e-03
1.41095491e-01 8.84728470e-02]
[ -9.92854887e-02 9.18518377e-04 -1.54911783e-02 2.25173592e-02
1.00811761e-02 -2.03476900e-01 -8.74843887e-02 -1.98254381e-02
1.52051668e-02 1.28016040e-01]
[ -1.44446294e-01 -7.39867904e-02 -1.97287083e-01 -3.04173253e-03
-2.67370053e-01 -4.87282701e-03 -5.43835769e-03 -2.36623135e-02
3.64809965e-03 6.24233322e-02]
[ -3.03283143e-02 -7.82390960e-02 -7.47380254e-02 -1.27779049e-01
5.32282287e-01 2.76219448e-01 5.50697395e-01 1.13072261e-01
-1.82119208e-01 -3.75688292e-01]
[ -1.67966422e-02 -3.72042675e-01 -3.01954692e-02 -7.44661303e-02
6.63733793e-01 1.01432584e-01 5.10367815e-01 9.14015218e-02
2.80923270e-02 -3.83241856e-01]
[ 1.14753179e-02 -4.25755631e-01 -4.30012477e-02 -1.07467609e-01
6.78619817e-01 2.37346329e-02 4.77020969e-01 4.87529917e-02
-3.63362518e-01 -2.17763847e-01]
[ -1.63430743e-01 -5.64918446e-01 -6.64053182e-03 -1.95325568e-01
7.45158876e-01 -9.28710993e-02 5.93726984e-01 -8.20969476e-02
-6.16712914e-02 8.94446089e-02]
[ -2.85771754e-01 -3.71707999e-01 5.80528077e-02 -4.11911021e-02
9.03790103e-01 1.40490441e-01 3.92164792e-01 4.81583876e-02
-8.41684727e-02 -1.29807828e-01]
[ -1.98265865e-01 -2.75675940e-01 2.53139014e-01 -2.37464536e-01
6.46109073e-01 -4.59645081e-02 6.60635568e-01 1.35820755e-02
-2.52223460e-01 -2.32911018e-02]
[ -1.23540931e-01 -2.02295483e-01 -1.78086565e-01 -9.39077767e-02
4.66995093e-01 -2.32311925e-01 1.58056552e-01 1.69632510e-01
-3.66215002e-03 -1.11779554e-01]
[ 1.15426399e-01 2.48462304e-01 1.65922578e-01 -8.49911433e-02
-9.76688513e-02 4.79920982e-02 -1.56117051e-01 2.83719038e-01
7.95713562e-02 1.80994434e-01]
[ 3.48051036e-01 3.10523202e-01 -8.40058081e-02 3.12938664e-01
-8.85045490e-01 -2.86914688e-01 -4.68771391e-01 1.77484708e-01
3.79264189e-01 -3.73582760e-02]
[ 4.81752326e-02 1.43582721e-01 2.53413199e-01 2.52198696e-01
-6.35617151e-02 -1.96296115e-01 -1.82255323e-01 -1.32837659e-01
-1.38495795e-01 -2.86500656e-01]
[ 2.64656189e-02 -5.12022974e-02 -1.16958086e-01 -4.99871481e-02
2.32616803e-01 3.98455537e-02 -1.38611792e-02 -1.84152077e-01
3.73793143e-02 2.12602958e-01]
[ 2.40687456e-03 -5.05811299e-02 -6.60698745e-02 -4.85107641e-02
-2.52924338e-02 -1.77171820e-01 8.43992663e-02 1.02837219e-02
3.91705515e-02 8.67348432e-03]
[ 2.97863708e-02 7.01042622e-02 2.44827226e-01 7.54094295e-02
-2.30559238e-01 -1.34905771e-01 1.12077266e-01 3.97467906e-02
-1.84607463e-01 1.09319819e-01]
[ 7.31294135e-02 3.28187574e-02 1.08480073e-01 1.00153573e-02
-2.45141712e-01 6.84983658e-02 6.44248630e-02 -2.70526181e-01
-1.52446427e-02 -8.60601006e-02]
[ -1.26432078e-02 8.47224900e-02 8.39481730e-02 -3.15376496e-02
-3.15862586e-02 1.81803257e-01 1.05174743e-01 1.18477169e-01
-2.26679925e-02 1.71954129e-01]
[ 2.14797019e-01 5.07292246e-02 2.61102689e-02 7.35494521e-02
7.04777976e-02 -2.03492868e-02 -1.44772491e-01 1.47963782e-01
-6.02963441e-02 -2.72934011e-02]
[ 3.70963457e-02 -2.76096082e-02 1.47364735e-02 3.38176655e-02
-3.83542836e-01 -1.20780371e-01 -1.90926730e-01 4.08021363e-02
1.14434461e-01 1.87353564e-01]
[ 3.68524364e-02 5.11407865e-01 1.18416123e-01 4.02797349e-01
-1.06597493e+00 -3.02426847e-01 -6.04277565e-01 -7.32304885e-02
2.78942851e-01 3.22701777e-01]
[ 1.80625169e-01 5.11923904e-01 6.53743260e-02 4.22267038e-01
-8.66939435e-01 -8.44484159e-02 -4.52881085e-01 1.51121982e-01
2.08058141e-01 4.88734146e-01]
[ 2.58043555e-01 3.00033744e-01 2.46312726e-01 1.45771480e-01
-4.08581140e-01 8.07464094e-02 -2.09459078e-01 1.62720537e-01
2.38295153e-01 7.69488302e-02]
[ -7.29688352e-02 2.18405631e-01 2.42035081e-01 1.72735003e-02
-3.77358731e-02 1.30626912e-01 -9.82801762e-02 -1.50181116e-02
-3.24458122e-02 5.14984867e-02]
[ -9.49352173e-02 -4.89919723e-04 2.63883290e-02 9.76900840e-02
-6.20494769e-02 1.14827288e-01 2.49965698e-01 2.05540662e-02
-2.71449503e-01 -8.89419059e-02]
[ -2.19630039e-01 -2.23600109e-02 -9.29714449e-02 -3.43722535e-01
1.80752290e-01 1.19667006e-01 1.02104390e-01 1.03540350e-01
-2.07136664e-01 3.25189205e-02]
[ 1.06346510e-02 -3.76136940e-01 -1.27210019e-01 -1.61838664e-01
3.72825569e-01 2.61805780e-02 1.75322555e-01 1.52541259e-01
-1.65265200e-01 -2.21120253e-01]
[ 1.38529875e-01 -1.91436023e-01 -1.43143985e-01 -2.35844437e-03
9.69598024e-02 -5.78988790e-02 2.73891077e-02 -1.49808958e-01
1.30867076e-01 -1.20261090e-01]
[ -1.18755641e-01 1.11145608e-01 2.60785881e-01 -1.63713988e-02
1.70611653e-01 8.48300435e-02 1.35651307e-02 -2.98178517e-01
-1.17052335e-01 -6.06428601e-02]
[ -3.52363055e-01 5.60645220e-02 1.11744306e-02 -3.41550249e-02
1.65115209e-01 -1.70198970e-01 -9.11162560e-03 2.34384335e-01
-9.38997858e-02 7.05542438e-02]
[ 1.42743991e-01 5.41018854e-02 -2.39034862e-01 -9.59953382e-02
1.44468989e-01 -2.92468169e-01 4.90776820e-02 -1.68555162e-01
-7.15632792e-03 -1.97240026e-01]
[ 2.08853992e-01 -1.63495854e-01 6.21641037e-02 -2.65222953e-02
9.38972323e-02 -3.23207889e-02 1.82255338e-02 -1.37034931e-01
1.09695219e-01 -1.83899704e-01]
[ -1.06761169e-01 -5.79777236e-02 1.20363502e-01 1.06122221e-01
5.18611715e-02 -1.11938763e-01 2.52074275e-01 -7.77509728e-02
1.82091302e-01 -6.74878706e-03]
[ 7.26186869e-03 -1.61686156e-01 2.06774190e-01 -2.31969147e-01
-1.83918511e-03 1.11019320e-01 4.11766898e-02 -1.15029448e-01
3.16203009e-02 2.34188682e-01]]
[[ 0.60133295]
[ 1.52140557]
[ 0.2681257 ]
[ 0.85761827]
[-2.63831692]
[-0.26572328]
[-1.56118344]
[ 0.05468877]
[ 0.66718255]
[ 0.88625222]]
Progress: 27.1% ... Training loss: 0.290 ... Validation loss: 0.460[[ 1.66192122e-01 2.18065279e-01 -1.05939766e-01 1.15517756e-01
-5.41902955e-01 -7.32166227e-02 -6.59339009e-02 1.23270024e-01
-5.97420220e-02 1.92053736e-01]
[ 1.13732222e-02 1.54141528e-01 -2.09182780e-02 3.88154465e-02
1.06580415e-01 -4.79004389e-03 3.12752862e-01 4.10087815e-02
1.37335124e-01 -3.24333124e-02]
[ 1.79166246e-01 5.47578747e-01 1.39697259e-02 5.16771780e-03
2.94786745e-01 -3.24813025e-02 -6.26214794e-01 -3.83381904e-02
6.49700836e-02 2.85859590e-01]
[ -6.93263977e-03 -3.07714461e-01 -2.28542995e-01 6.42952372e-02
-2.45122939e-02 1.56364677e-01 1.33883062e-01 5.72387347e-02
3.99404027e-02 1.63199136e-01]
[ -5.48912315e-03 1.47717518e-01 -1.44033425e-01 4.94556573e-02
4.75207886e-02 -1.82535339e-01 4.47966006e-02 -1.18423777e-01
-1.80595332e-01 -2.49045674e-03]
[ -3.61763754e-01 -4.70281709e-01 -2.89153715e-01 1.66877813e-01
1.03442514e-01 4.02754595e-02 1.62793074e-01 -3.57999159e-02
-4.34955100e-03 1.50902796e-02]
[ -5.49933621e-03 -1.95620680e-01 9.14966731e-03 8.82558239e-02
-5.67566424e-03 -7.04360600e-02 1.78623654e-01 -1.90439699e-01
1.87793988e-01 2.75576895e-02]
[ 1.15366355e-01 -2.30218486e-01 3.52317143e-02 -6.49983306e-02
9.46413955e-02 -4.84259248e-02 6.39689206e-02 1.20962878e-01
8.14981590e-02 -2.08667258e-02]
[ -1.71137900e-01 -1.05563376e-01 -3.04184848e-01 -2.09932270e-02
-4.25793060e-03 6.93195494e-02 -1.83751497e-01 -2.84688730e-02
2.60505019e-01 -1.28262063e-01]
[ 7.26500125e-02 -3.13274140e-01 9.66910569e-02 5.15489249e-02
2.99762854e-02 -1.21360724e-01 1.02232224e-01 -1.00606645e-01
3.37279312e-02 1.33372230e-01]
[ -8.40409799e-02 1.02745246e-02 -1.59167735e-03 -1.54771556e-01
3.75758582e-02 2.21592670e-02 1.41740197e-01 -1.02846317e-01
-2.13462497e-02 -1.31611372e-01]
[ -1.18350324e-01 -1.03296518e-01 -7.16062650e-02 -1.13224799e-02
3.88331287e-01 1.03023740e-01 6.58086919e-02 -1.63814154e-02
-1.74148708e-01 -2.17012619e-01]
[ -1.56450021e-01 5.22730026e-03 6.21736137e-02 2.24536097e-02
-1.73961743e-01 -2.19982265e-01 -1.79225683e-01 -1.96963308e-01
8.76352615e-02 1.74907295e-01]
[ -2.43836819e-01 -2.47999927e-01 1.09982534e-01 2.51794657e-01
-8.89229611e-02 -7.62209737e-02 -1.54459387e-02 -2.56857578e-01
-2.32471909e-01 -3.23730291e-02]
[ 1.14497693e-01 -1.06965077e-01 -1.78546307e-02 1.26371800e-01
-2.71255074e-02 -8.91077517e-02 1.65278279e-01 4.05080802e-03
3.48943205e-02 2.04778031e-02]
[ 4.22588104e-02 -5.77466505e-02 -2.09178952e-01 1.56185109e-01
-5.73692039e-02 8.35701313e-02 -7.68603916e-02 -1.94183399e-02
-8.64376244e-02 1.75873074e-03]
[ -1.21792823e-01 -6.47888702e-02 -2.03148459e-01 1.55024580e-01
-2.11336213e-03 1.34615874e-01 8.95214259e-03 -2.50203657e-01
6.85546251e-02 -2.01033542e-01]
[ -7.47146866e-02 -4.75085744e-02 2.73700209e-01 9.09755258e-02
1.41336547e-01 -5.89691177e-02 -1.14402017e-01 1.20169789e-01
6.59998425e-02 2.54814384e-02]
[ 5.17575254e-02 -3.50308784e-02 8.61621904e-02 8.35122947e-02
8.00062146e-02 -1.58294455e-02 2.46129292e-01 1.20370102e-01
-3.46890526e-02 -6.99205151e-02]
[ 1.22665404e-02 -1.39472819e-01 -2.89026334e-01 -4.41153927e-02
1.75998541e-01 -9.33586371e-02 1.55275855e-01 1.64363823e-01
1.12646763e-01 -2.36694837e-02]
[ 5.15465351e-02 -5.94959696e-03 -1.16384896e-01 4.51020899e-02
-9.08106574e-02 3.22117682e-01 2.56601980e-01 2.05175891e-01
-1.60410870e-01 -5.94144407e-02]
[ 5.23381690e-05 -2.45115205e-02 1.20789858e-01 1.01013638e-01
8.38218927e-03 1.07094038e-01 -1.27473994e-01 -4.17794726e-02
2.08499765e-01 7.30646870e-02]
[ 1.09305642e-01 7.71608789e-02 -4.67852146e-02 -1.00615220e-01
-9.88617757e-02 -3.29929314e-01 1.10490629e-01 8.67671634e-03
1.41715433e-01 8.93701938e-02]
[ -9.92214192e-02 9.55104022e-04 -1.54646873e-02 2.26127405e-02
9.83725659e-03 -2.03507592e-01 -8.76037473e-02 -1.98190976e-02
1.52792580e-02 1.28094713e-01]
[ -1.45207290e-01 -7.60158899e-02 -1.97643235e-01 -4.14444427e-03
-2.65027235e-01 -4.53002173e-03 -3.22110709e-03 -2.37291595e-02
2.79062872e-03 6.13117324e-02]
[ -3.02897514e-02 -7.83286774e-02 -7.47268336e-02 -1.27722301e-01
5.32053587e-01 2.76201767e-01 5.50740761e-01 1.13075983e-01
-1.82074219e-01 -3.75658198e-01]
[ -1.70569869e-02 -3.72774325e-01 -3.03127365e-02 -7.48353481e-02
6.64871363e-01 1.01521151e-01 5.10955674e-01 9.13779056e-02
2.78165621e-02 -3.83607492e-01]
[ 1.14761946e-02 -4.25817701e-01 -4.29974954e-02 -1.07451167e-01
6.78648690e-01 2.37285346e-02 4.76958468e-01 4.87544864e-02
-3.63351153e-01 -2.17758144e-01]
[ -1.63430743e-01 -5.64918446e-01 -6.64053182e-03 -1.95325568e-01
7.45158876e-01 -9.28710993e-02 5.93726984e-01 -8.20969476e-02
-6.16712914e-02 8.94446089e-02]
[ -2.85917600e-01 -3.72161387e-01 5.79783622e-02 -4.13806562e-02
9.04324796e-01 1.40545853e-01 3.92567582e-01 4.81463086e-02
-8.43180278e-02 -1.29988983e-01]
[ -1.98170223e-01 -2.75562424e-01 2.53183677e-01 -2.37319717e-01
6.45661543e-01 -4.60075495e-02 6.60535677e-01 1.35907530e-02
-2.52120950e-01 -2.31718253e-02]
[ -1.23398331e-01 -2.02112551e-01 -1.78027859e-01 -9.36763020e-02
4.66283884e-01 -2.32384112e-01 1.57707996e-01 1.69648019e-01
-3.49060087e-03 -1.11570734e-01]
[ 1.16509552e-01 2.51406030e-01 1.66413744e-01 -8.33789017e-02
-1.02529807e-01 4.74909025e-02 -1.59109835e-01 2.83815422e-01
8.07700328e-02 1.82467903e-01]
[ 3.47497511e-01 3.09495451e-01 -8.42411919e-02 3.12178521e-01
-8.83626345e-01 -2.86661299e-01 -4.67472507e-01 1.77431810e-01
3.78613762e-01 -3.81838372e-02]
[ 4.82325929e-02 1.43708618e-01 2.53442682e-01 2.52274133e-01
-6.38179235e-02 -1.96321875e-01 -1.82409903e-01 -1.32832318e-01
-1.38418930e-01 -2.86414562e-01]
[ 2.61634696e-02 -5.21531002e-02 -1.17126289e-01 -5.05305055e-02
2.34106818e-01 3.99967503e-02 -1.30046526e-02 -1.84186462e-01
3.69682067e-02 2.12110834e-01]
[ 2.59608906e-03 -5.02250816e-02 -6.59986103e-02 -4.82687012e-02
-2.60314331e-02 -1.77269316e-01 8.40581676e-02 1.02991385e-02
3.93305646e-02 8.93795942e-03]
[ 3.09881608e-02 7.29203214e-02 2.45358883e-01 7.72465860e-02
-2.36086069e-01 -1.35479127e-01 1.09061218e-01 3.98629801e-02
-1.83223464e-01 1.11146706e-01]
[ 7.32883188e-02 3.32679313e-02 1.08577693e-01 1.02967049e-02
-2.45951238e-01 6.84167884e-02 6.39180940e-02 -2.70504755e-01
-1.50869789e-02 -8.57234777e-02]
[ -1.14961904e-02 8.74587700e-02 8.43903643e-02 -2.99120178e-02
-3.63447196e-02 1.81297696e-01 1.02291660e-01 1.18576418e-01
-2.13997496e-02 1.73514328e-01]
[ 2.15239877e-01 5.18322134e-02 2.63064775e-02 7.41473265e-02
6.85574597e-02 -2.05244949e-02 -1.45932561e-01 1.48001451e-01
-5.98026665e-02 -2.66410901e-02]
[ 3.73434857e-02 -2.69300918e-02 1.48515558e-02 3.42076416e-02
-3.84683382e-01 -1.20888781e-01 -1.91535057e-01 4.08266192e-02
1.14711137e-01 1.87736219e-01]
[ 3.74602901e-02 5.12726421e-01 1.18703806e-01 4.03646673e-01
-1.06836311e+00 -3.02680320e-01 -6.05644414e-01 -7.31739157e-02
2.79619812e-01 3.23508481e-01]
[ 1.79223367e-01 5.08490115e-01 6.47433605e-02 4.20400632e-01
-8.62054719e-01 -8.38160221e-02 -4.49306422e-01 1.50994151e-01
2.06509601e-01 4.86827088e-01]
[ 2.58351663e-01 3.00821770e-01 2.46465987e-01 1.46268799e-01
-4.10152126e-01 8.05896873e-02 -2.10192273e-01 1.62750835e-01
2.38665953e-01 7.74027002e-02]
[ -7.26354225e-02 2.19320321e-01 2.42190572e-01 1.77775522e-02
-3.92823978e-02 1.30471814e-01 -9.91472091e-02 -1.49865127e-02
-3.20632056e-02 5.20071456e-02]
[ -9.46239588e-02 2.39677362e-04 2.65261568e-02 9.81305368e-02
-6.33799560e-02 1.14688178e-01 2.49193293e-01 2.05824500e-02
-2.71101410e-01 -8.84828964e-02]
[ -2.19523781e-01 -2.21214237e-02 -9.29268081e-02 -3.43570987e-01
1.80317758e-01 1.19618489e-01 1.01843910e-01 1.03550263e-01
-2.07022069e-01 3.26527566e-02]
[ 1.08664159e-02 -3.75835423e-01 -1.27094813e-01 -1.61444331e-01
3.71610672e-01 2.60621464e-02 1.74802906e-01 1.52565948e-01
-1.64971625e-01 -2.20725315e-01]
[ 1.39529878e-01 -1.88663173e-01 -1.42696692e-01 -5.62069531e-04
9.11357657e-02 -5.83690874e-02 2.46980852e-02 -1.49713929e-01
1.31938429e-01 -1.18654404e-01]
[ -1.17383936e-01 1.14290260e-01 2.61427020e-01 -1.42861753e-02
1.64213910e-01 8.41757818e-02 1.01580654e-02 -2.98046667e-01
-1.15444157e-01 -5.86212511e-02]
[ -3.51179103e-01 5.82639904e-02 1.16770926e-02 -3.24637088e-02
1.60115134e-01 -1.70741872e-01 -1.18430445e-02 2.34484795e-01
-9.25407485e-02 7.21855594e-02]
[ 1.43975204e-01 5.71528038e-02 -2.38452438e-01 -9.40874809e-02
1.38647765e-01 -2.93077237e-01 4.59565839e-02 -1.68431826e-01
-5.77588737e-03 -1.95362497e-01]
[ 2.08296231e-01 -1.65315778e-01 6.18823525e-02 -2.74790979e-02
9.66358713e-02 -3.20477902e-02 1.98689165e-02 -1.37091079e-01
1.08983380e-01 -1.84807284e-01]
[ -1.06604300e-01 -5.76881986e-02 1.20435422e-01 1.06321654e-01
5.10438893e-02 -1.11988289e-01 2.51612966e-01 -7.77375079e-02
1.82266465e-01 -6.49086280e-03]
[ 6.91599869e-03 -1.62275568e-01 2.06571330e-01 -2.32472991e-01
-1.10735974e-03 1.11174323e-01 4.20159906e-02 -1.15061232e-01
3.12354316e-02 2.33633286e-01]]
[[ 0.61873769]
[ 1.53725678]
[ 0.28634187]
[ 0.87116233]
[-2.62168637]
[-0.25230149]
[-1.54992122]
[ 0.07026729]
[ 0.68455003]
[ 0.9038206 ]]
Progress: 27.2% ... Training loss: 0.298 ... Validation loss: 0.468[[ 1.64666556e-01 2.15002914e-01 -1.06556683e-01 1.13527856e-01
-5.36839433e-01 -7.25879604e-02 -6.20740792e-02 1.23108397e-01
-6.11790607e-02 1.89649826e-01]
[ 1.14458032e-02 1.54298544e-01 -2.08789154e-02 3.89414279e-02
1.06189823e-01 -4.82920772e-03 3.12708028e-01 4.10192068e-02
1.37418317e-01 -3.23152960e-02]
[ 1.80766093e-01 5.50449602e-01 1.47118272e-02 7.23473326e-03
2.89973756e-01 -3.31098804e-02 -6.29694201e-01 -3.81367941e-02
6.69155803e-02 2.88432595e-01]
[ -1.03980723e-02 -3.14620569e-01 -2.30021676e-01 5.95170378e-02
-9.76259921e-03 1.57674095e-01 1.42176159e-01 5.68493925e-02
3.62149905e-02 1.58498538e-01]
[ -5.54037148e-03 1.47200288e-01 -1.44092929e-01 4.94634994e-02
4.56571301e-02 -1.82528819e-01 4.41969569e-02 -1.18436470e-01
-1.80733747e-01 -2.63272696e-03]
[ -3.64636405e-01 -4.76391677e-01 -2.90438016e-01 1.63078056e-01
1.12981629e-01 4.14209997e-02 1.69815335e-01 -3.61264118e-02
-7.58729319e-03 1.07607644e-02]
[ -5.64364647e-03 -1.95946928e-01 9.07898569e-03 8.80181431e-02
-4.24881610e-03 -7.03878925e-02 1.79200339e-01 -1.90454022e-01
1.87663498e-01 2.72363812e-02]
[ 1.14696708e-01 -2.31678693e-01 3.49778555e-02 -6.58124860e-02
9.55292727e-02 -4.81358690e-02 6.58298094e-02 1.20899801e-01
8.09093885e-02 -2.17287105e-02]
[ -1.71913560e-01 -1.07309261e-01 -3.04521478e-01 -2.20512055e-02
-1.13362566e-03 6.96242310e-02 -1.81747725e-01 -2.85558678e-02
2.59783243e-01 -1.29375254e-01]
[ 7.10090269e-02 -3.17070694e-01 9.59365294e-02 4.93188381e-02
3.47839410e-02 -1.20699207e-01 1.06874889e-01 -1.00777165e-01
3.20411178e-02 1.30912913e-01]
[ -8.55050352e-02 7.31643444e-03 -2.23464309e-03 -1.56726123e-01
4.26795028e-02 2.27511425e-02 1.45013421e-01 -1.03013326e-01
-2.28868475e-02 -1.33749342e-01]
[ -1.19707552e-01 -1.06184181e-01 -7.21542432e-02 -1.30473974e-02
3.93398131e-01 1.03558793e-01 6.93564088e-02 -1.65347781e-02
-1.75600076e-01 -2.19041331e-01]
[ -1.56450021e-01 5.22730026e-03 6.21736137e-02 2.24536097e-02
-1.73961743e-01 -2.19982265e-01 -1.79225683e-01 -1.96963308e-01
8.76352615e-02 1.74907295e-01]
[ -2.45149512e-01 -2.50774728e-01 1.09370327e-01 2.50013305e-01
-8.51327630e-02 -7.56804627e-02 -1.21957156e-02 -2.57008088e-01
-2.33980193e-01 -3.43667755e-02]
[ 1.13444864e-01 -1.09259551e-01 -1.83160463e-02 1.25029831e-01
-2.40646238e-02 -8.87228286e-02 1.67790595e-01 3.93296380e-03
3.37705056e-02 1.89318072e-02]
[ 4.17176073e-02 -5.86063927e-02 -2.09365659e-01 1.55470097e-01
-5.41581104e-02 8.37761051e-02 -7.56997268e-02 -1.94721629e-02
-8.70579010e-02 8.99518148e-04]
[ -1.20964897e-01 -6.30884170e-02 -2.02778018e-01 1.56144627e-01
-4.97236341e-03 1.34320318e-01 7.09393771e-03 -2.50121245e-01
6.94650948e-02 -1.99823627e-01]
[ -7.57403812e-02 -4.99772012e-02 2.73199558e-01 8.95264211e-02
1.45558333e-01 -5.85563798e-02 -1.11746702e-01 1.20051719e-01
6.48791834e-02 2.38907863e-02]
[ 5.18450585e-02 -3.47699035e-02 8.61977481e-02 8.36422487e-02
7.95472179e-02 -1.58843274e-02 2.46007925e-01 1.20387119e-01
-3.45947201e-02 -6.97916465e-02]
[ 1.20237357e-02 -1.40015273e-01 -2.89109709e-01 -4.43876962e-02
1.75323678e-01 -9.32538771e-02 1.55870229e-01 1.64338965e-01
1.12411962e-01 -2.39327452e-02]
[ 5.10052985e-02 -7.27483737e-03 -1.16614375e-01 4.43898490e-02
-8.87028698e-02 3.22327622e-01 2.58204531e-01 2.05124980e-01
-1.60952885e-01 -6.01523617e-02]
[ -4.85556498e-04 -2.55819833e-02 1.20546340e-01 1.00247969e-01
1.05826540e-02 1.07321721e-01 -1.26262400e-01 -4.18423715e-02
2.08029632e-01 7.22590698e-02]
[ 1.09282229e-01 7.70466622e-02 -4.67833683e-02 -1.00631362e-01
-9.88007513e-02 -3.29912217e-01 1.10732249e-01 8.67423898e-03
1.41739175e-01 8.93348975e-02]
[ -9.91721568e-02 1.07534838e-03 -1.54390519e-02 2.26967711e-02
9.60965183e-03 -2.03530057e-01 -8.77469530e-02 -1.98124061e-02
1.53443695e-02 1.28180143e-01]
[ -1.45356511e-01 -7.62898519e-02 -1.97704833e-01 -4.33425226e-03
-2.64481861e-01 -4.47229958e-03 -2.86337820e-03 -2.37447770e-02
2.63817766e-03 6.10932237e-02]
[ -3.03574832e-02 -7.84997257e-02 -7.47613992e-02 -1.27829182e-01
5.32346344e-01 2.76232398e-01 5.50908238e-01 1.13067651e-01
-1.82152246e-01 -3.75763558e-01]
[ -1.67553331e-02 -3.72240645e-01 -3.01787212e-02 -7.44065639e-02
6.63716458e-01 1.01396703e-01 5.10422423e-01 9.14128481e-02
2.81533929e-02 -3.83222245e-01]
[ 1.12823708e-02 -4.26356019e-01 -4.30936427e-02 -1.07752568e-01
6.79278737e-01 2.38063786e-02 4.77494333e-01 4.87301771e-02
-3.63587743e-01 -2.18073761e-01]
[ -1.64242911e-01 -5.66707552e-01 -6.99150936e-03 -1.96437894e-01
7.48317966e-01 -9.25465471e-02 5.95708836e-01 -8.21870205e-02
-6.24825368e-02 8.83587991e-02]
[ -2.86430208e-01 -3.73306831e-01 5.77351390e-02 -4.21248557e-02
9.06145183e-01 1.40758102e-01 3.93838301e-01 4.80898349e-02
-8.48825041e-02 -1.30744382e-01]
[ -1.98595295e-01 -2.76598070e-01 2.52983563e-01 -2.37944682e-01
6.47490472e-01 -4.58339140e-02 6.61535405e-01 1.35406648e-02
-2.52611552e-01 -2.38119697e-02]
[ -1.23830912e-01 -2.03104513e-01 -1.78213680e-01 -9.42431573e-02
4.67844958e-01 -2.32218964e-01 1.58811118e-01 1.69602231e-01
-3.91576785e-03 -1.12180286e-01]
[ 1.16902825e-01 2.52144409e-01 1.66576729e-01 -8.28415123e-02
-1.03970002e-01 4.73380458e-02 -1.59870481e-01 2.83860319e-01
8.11967025e-02 1.83045912e-01]
[ 3.46441135e-01 3.07778210e-01 -8.47213259e-02 3.10722159e-01
-8.81010019e-01 -2.86243152e-01 -4.65215751e-01 1.77309528e-01
3.77436819e-01 -3.97412051e-02]
[ 4.79411909e-02 1.43112693e-01 2.53323327e-01 2.51903748e-01
-6.27246945e-02 -1.96216706e-01 -1.81726368e-01 -1.32862587e-01
-1.38710777e-01 -2.86837614e-01]
[ 2.50877886e-02 -5.46852934e-02 -1.17621545e-01 -5.20385712e-02
2.38458014e-01 4.04257308e-02 -1.03141481e-02 -1.84302572e-01
3.57733320e-02 2.10584719e-01]
[ 2.83156994e-03 -4.96225650e-02 -6.58758293e-02 -4.79184561e-02
-2.69006632e-02 -1.77366971e-01 8.34003899e-02 1.03280165e-02
3.96011955e-02 9.24365428e-03]
[ 3.05320313e-02 7.18578019e-02 2.45137168e-01 7.65900655e-02
-2.34207831e-01 -1.35289331e-01 1.10024537e-01 3.98124912e-02
-1.83731897e-01 1.10450899e-01]
[ 7.35877667e-02 3.40814005e-02 1.08697936e-01 1.06940837e-02
-2.47076822e-01 6.83049900e-02 6.32604931e-02 -2.70477507e-01
-1.47727512e-02 -8.53542487e-02]
[ -1.16400662e-02 8.73256855e-02 8.43047406e-02 -3.01621848e-02
-3.59421056e-02 1.81343176e-01 1.02588139e-01 1.18552099e-01
-2.15566996e-02 1.73350025e-01]
[ 2.14771427e-01 5.08696144e-02 2.60722999e-02 7.34397787e-02
7.03070301e-02 -2.03355641e-02 -1.44908601e-01 1.47943979e-01
-6.03576728e-02 -2.73360333e-02]
[ 3.75525469e-02 -2.63205334e-02 1.49531745e-02 3.45220776e-02
-3.85651878e-01 -1.20968334e-01 -1.92004556e-01 4.08521536e-02
1.14921460e-01 1.88052888e-01]
[ 3.75133161e-02 5.12641242e-01 1.18797947e-01 4.03856965e-01
-1.06889135e+00 -3.02659846e-01 -6.05167946e-01 -7.31661078e-02
2.79666885e-01 3.23499959e-01]
[ 1.79391303e-01 5.08870821e-01 6.49046598e-02 4.20912741e-01
-8.63003454e-01 -8.39063796e-02 -4.49632708e-01 1.51034689e-01
2.06886015e-01 4.87151878e-01]
[ 2.58806541e-01 3.01941305e-01 2.46689117e-01 1.46931389e-01
-4.12179802e-01 8.03968986e-02 -2.11281102e-01 1.62800426e-01
2.39192818e-01 7.80294381e-02]
[ -7.29582592e-02 2.18523285e-01 2.42025014e-01 1.72937456e-02
-3.79571858e-02 1.30615231e-01 -9.83634279e-02 -1.50261676e-02
-3.24451988e-02 5.15463349e-02]
[ -9.49479394e-02 -5.35894943e-04 2.63813944e-02 9.76985156e-02
-6.21038643e-02 1.14807030e-01 2.49931528e-01 2.05470916e-02
-2.71438493e-01 -8.89634201e-02]
[ -2.19575049e-01 -2.23153753e-02 -9.29539945e-02 -3.43649410e-01
1.80558420e-01 1.19632866e-01 1.01977487e-01 1.03544941e-01
-2.07059527e-01 3.25655935e-02]
[ 1.09233757e-02 -3.75748750e-01 -1.27075878e-01 -1.61367200e-01
3.71426460e-01 2.60423667e-02 1.74655026e-01 1.52571960e-01
-1.64912742e-01 -2.20647200e-01]
[ 1.39035387e-01 -1.89311528e-01 -1.42867130e-01 -1.08778925e-03
9.21889687e-02 -5.81498230e-02 2.60463460e-02 -1.49774698e-01
1.31348350e-01 -1.19318435e-01]
[ -1.18101683e-01 1.12295215e-01 2.61077793e-01 -1.53183546e-02
1.67212385e-01 8.44475003e-02 1.23437559e-02 -2.98117082e-01
-1.16267901e-01 -5.96990131e-02]
[ -3.51146056e-01 5.82546153e-02 1.16909925e-02 -3.24237210e-02
1.59937922e-01 -1.70754082e-01 -1.17499469e-02 2.34488416e-01
-9.25296399e-02 7.21331714e-02]
[ 1.44691759e-01 5.87127215e-02 -2.38024389e-01 -9.28924813e-02
1.35275593e-01 -2.93353260e-01 4.44552467e-02 -1.68333139e-01
-4.86431494e-03 -1.94290977e-01]
[ 2.06835964e-01 -1.68875423e-01 6.12472321e-02 -2.94837283e-02
1.02561284e-01 -3.14712679e-02 2.37380844e-02 -1.37249132e-01
1.07527075e-01 -1.86977594e-01]
[ -1.08233259e-01 -6.11997214e-02 1.19647126e-01 1.03948416e-01
5.74218306e-02 -1.11344503e-01 2.55160416e-01 -7.79369016e-02
1.80473842e-01 -8.81109612e-03]
[ 6.00559205e-03 -1.63753849e-01 2.06126991e-01 -2.33681782e-01
1.06513554e-03 1.11539710e-01 4.39372672e-02 -1.15165802e-01
3.02967217e-02 2.32220490e-01]]
[[ 0.60734339]
[ 1.53201529]
[ 0.27340227]
[ 0.85510641]
[-2.63808976]
[-0.26692876]
[-1.57000118]
[ 0.05697558]
[ 0.67070761]
[ 0.88952272]]
Progress: 27.2% ... Training loss: 0.290 ... Validation loss: 0.452[[ 1.63970474e-01 2.12938472e-01 -1.06865246e-01 1.12456265e-01
-5.34754060e-01 -7.22262445e-02 -5.99487294e-02 1.23041300e-01
-6.19719278e-02 1.88470170e-01]
[ 1.16590189e-02 1.54781007e-01 -2.07475760e-02 3.93341520e-02
1.05078520e-01 -4.95173687e-03 3.12397248e-01 4.10444504e-02
1.37714534e-01 -3.19403111e-02]
[ 1.82907779e-01 5.55811368e-01 1.56701280e-02 9.93998388e-03
2.82784186e-01 -3.39335182e-02 -6.35454963e-01 -3.79375243e-02
6.91002591e-02 2.91391760e-01]
[ -9.76686770e-03 -3.14031923e-01 -2.29732451e-01 6.04295823e-02
-1.08800948e-02 1.57336980e-01 1.40493105e-01 5.69099718e-02
3.71068353e-02 1.59706891e-01]
[ -5.32019921e-03 1.47201735e-01 -1.43977785e-01 4.96511472e-02
4.48868742e-02 -1.82688701e-01 4.37485438e-02 -1.18415189e-01
-1.80753822e-01 -2.48674268e-03]
[ -3.65226462e-01 -4.78322171e-01 -2.90667413e-01 1.62503752e-01
1.14157769e-01 4.16156833e-02 1.71978501e-01 -3.61708123e-02
-8.17479158e-03 9.93681417e-03]
[ -5.32873642e-03 -1.95307910e-01 9.26595592e-03 8.86845468e-02
-6.14198700e-03 -7.05555842e-02 1.78658214e-01 -1.90406453e-01
1.88204542e-01 2.76910918e-02]
[ 1.14880241e-01 -2.31338718e-01 3.50507075e-02 -6.55993047e-02
9.43688277e-02 -4.81904248e-02 6.55052671e-02 1.20914461e-01
8.10703664e-02 -2.15059414e-02]
[ -1.72858627e-01 -1.09982266e-01 -3.04908115e-01 -2.33610228e-02
2.83667529e-03 7.00207015e-02 -1.79125390e-01 -2.86457104e-02
2.58841038e-01 -1.30746054e-01]
[ 7.01009379e-02 -3.19496870e-01 9.55862346e-02 4.83225889e-02
3.62466682e-02 -1.20323895e-01 1.09546190e-01 -1.00848915e-01
3.12884082e-02 1.29510972e-01]
[ -8.61398510e-02 5.44253327e-03 -2.51525280e-03 -1.57597388e-01
4.52053499e-02 2.30335633e-02 1.47088850e-01 -1.03071346e-01
-2.36181443e-02 -1.34728053e-01]
[ -1.19201327e-01 -1.05508608e-01 -7.18795509e-02 -1.21844194e-02
3.91502382e-01 1.03269967e-01 6.85285122e-02 -1.64770208e-02
-1.74943751e-01 -2.18177949e-01]
[ -1.56450021e-01 5.22730026e-03 6.21736137e-02 2.24536097e-02
-1.73961743e-01 -2.19982265e-01 -1.79225683e-01 -1.96963308e-01
8.76352615e-02 1.74907295e-01]
[ -2.45898193e-01 -2.52813932e-01 1.09061133e-01 2.49148131e-01
-8.30394721e-02 -7.53903295e-02 -9.98803452e-03 -2.57070389e-01
-2.34760856e-01 -3.54319230e-02]
[ 1.13708009e-01 -1.08867591e-01 -1.82025847e-02 1.25446993e-01
-2.51525945e-02 -8.88485456e-02 1.67467283e-01 3.95929924e-03
3.40818677e-02 1.93321659e-02]
[ 4.17431702e-02 -5.85422069e-02 -2.09335275e-01 1.55551972e-01
-5.45391829e-02 8.37559973e-02 -7.57179615e-02 -1.94670384e-02
-8.70004892e-02 9.52118577e-04]
[ -1.21705276e-01 -6.44916098e-02 -2.03108592e-01 1.55148587e-01
-2.39691008e-03 1.34637136e-01 8.84699753e-03 -2.50185017e-01
6.87168908e-02 -2.00897706e-01]
[ -7.45650119e-02 -4.76393923e-02 2.73732020e-01 9.12672630e-02
1.40993550e-01 -5.90732994e-02 -1.14426077e-01 1.20168924e-01
6.62409446e-02 2.55483773e-02]
[ 5.17434788e-02 -3.49570996e-02 8.61819606e-02 8.35496059e-02
7.98092628e-02 -1.58631295e-02 2.46261483e-01 1.20381815e-01
-3.46680832e-02 -6.99149995e-02]
[ 1.23863527e-02 -1.39085525e-01 -2.88912857e-01 -4.37912310e-02
1.73211010e-01 -9.34130316e-02 1.54945821e-01 1.64379809e-01
1.12889699e-01 -2.32864433e-02]
[ 5.07548332e-02 -8.13244258e-03 -1.16777480e-01 4.38699007e-02
-8.72685816e-02 3.22493368e-01 2.59006369e-01 2.05088710e-01
-1.61372401e-01 -6.06905257e-02]
[ -9.06020996e-04 -2.70490651e-02 1.20369277e-01 9.96390939e-02
1.21076230e-02 1.07505533e-01 -1.24897575e-01 -4.18820837e-02
2.07590287e-01 7.16364544e-02]
[ 1.08865565e-01 7.61818770e-02 -4.69523461e-02 -1.01211902e-01
-9.69250715e-02 -3.29745726e-01 1.11662098e-01 8.63304364e-03
1.41302554e-01 8.87071392e-02]
[ -9.91859754e-02 1.11481964e-03 -1.54319085e-02 2.27345927e-02
9.67671706e-03 -2.03542409e-01 -8.77335950e-02 -1.98105524e-02
1.53805685e-02 1.28219895e-01]
[ -1.45527833e-01 -7.68584656e-02 -1.97776647e-01 -4.54973481e-03
-2.64075334e-01 -4.41334107e-03 -2.32338568e-03 -2.37595990e-02
2.46373781e-03 6.08304657e-02]
[ -3.05207881e-02 -7.89426045e-02 -7.48247156e-02 -1.28065567e-01
5.33188019e-01 2.76317387e-01 5.51380527e-01 1.13052035e-01
-1.82339586e-01 -3.76011871e-01]
[ -1.64744909e-02 -3.71903049e-01 -3.00402928e-02 -7.39722821e-02
6.62415078e-01 1.01262755e-01 5.09929660e-01 9.14408220e-02
2.84938622e-02 -3.82810487e-01]
[ 1.14388804e-02 -4.26087456e-01 -4.30241668e-02 -1.07530423e-01
6.78816578e-01 2.37389491e-02 4.77143099e-01 4.87448808e-02
-3.63415274e-01 -2.17842308e-01]
[ -1.64038752e-01 -5.66518459e-01 -6.87739757e-03 -1.96079001e-01
7.47438878e-01 -9.26647933e-02 5.95434440e-01 -8.21650171e-02
-6.22033077e-02 8.87165151e-02]
[ -2.86473144e-01 -3.73477800e-01 5.77309776e-02 -4.21615192e-02
9.06441875e-01 1.40768776e-01 3.94022915e-01 4.80873186e-02
-8.49021759e-02 -1.30770409e-01]
[ -1.98642128e-01 -2.76841311e-01 2.52986185e-01 -2.37933457e-01
6.47804106e-01 -4.58367590e-02 6.61624539e-01 1.35425078e-02
-2.52586818e-01 -2.37829090e-02]
[ -1.23918371e-01 -2.03227944e-01 -1.78257393e-01 -9.43609271e-02
4.68241839e-01 -2.32179295e-01 1.59032389e-01 1.69593827e-01
-4.00127047e-03 -1.12315816e-01]
[ 1.17205989e-01 2.52877107e-01 1.66720751e-01 -8.24000863e-02
-1.05285133e-01 4.71993610e-02 -1.60645254e-01 2.83889625e-01
8.15406456e-02 1.83499881e-01]
[ 3.45046397e-01 3.04345038e-01 -8.53714906e-02 3.08623286e-01
-8.75969547e-01 -2.85613478e-01 -4.61616826e-01 1.77167004e-01
3.75873433e-01 -4.19403175e-02]
[ 4.78499378e-02 1.43087182e-01 2.53279750e-01 2.51773603e-01
-6.23727035e-02 -1.96168627e-01 -1.81511203e-01 -1.32871855e-01
-1.38817542e-01 -2.86969771e-01]
[ 2.48817761e-02 -5.51696609e-02 -1.17717815e-01 -5.23416158e-02
2.39255289e-01 4.05209221e-02 -9.77560008e-03 -1.84322731e-01
3.55373942e-02 2.10282056e-01]
[ 2.75774990e-03 -4.97896992e-02 -6.59111615e-02 -4.80305141e-02
-2.65889707e-02 -1.77331791e-01 8.35648733e-02 1.03206114e-02
3.95143077e-02 9.13073121e-03]
[ 3.03695226e-02 7.16100386e-02 2.45075431e-01 7.64038008e-02
-2.33599404e-01 -1.35222579e-01 1.10354648e-01 3.98000961e-02
-1.83882967e-01 1.10239823e-01]
[ 7.37340915e-02 3.43741188e-02 1.08768481e-01 1.09094132e-02
-2.47628700e-01 6.82458671e-02 6.29335058e-02 -2.70466231e-01
-1.46128590e-02 -8.51417265e-02]
[ -1.14685048e-02 8.78205692e-02 8.43949032e-02 -2.98988986e-02
-3.67868460e-02 1.81267152e-01 1.02155773e-01 1.18569858e-01
-2.13265002e-02 1.73582837e-01]
[ 2.15440004e-01 5.25138846e-02 2.63690457e-02 7.44095760e-02
6.73297948e-02 -2.06345919e-02 -1.46587666e-01 1.48008722e-01
-5.96011944e-02 -2.64227620e-02]
[ 3.73893080e-02 -2.67127464e-02 1.48759606e-02 3.42777721e-02
-3.85055068e-01 -1.20898097e-01 -1.91599121e-01 4.08365820e-02
1.14732970e-01 1.87802902e-01]
[ 3.78898507e-02 5.13120708e-01 1.18951084e-01 4.04329912e-01
-1.06986662e+00 -3.02801775e-01 -6.05737551e-01 -7.31321741e-02
2.80006538e-01 3.23969319e-01]
[ 1.78262618e-01 5.06340841e-01 6.44074730e-02 4.19470815e-01
-8.59262556e-01 -8.34278634e-02 -4.46737472e-01 1.50935548e-01
2.05625460e-01 4.85481256e-01]
[ 2.58649740e-01 3.01535119e-01 2.46610473e-01 1.46725266e-01
-4.11721609e-01 8.04595657e-02 -2.10835078e-01 1.62788840e-01
2.39050172e-01 7.78078296e-02]
[ -7.27151295e-02 2.19237439e-01 2.42161646e-01 1.77260761e-02
-3.93916437e-02 1.30492536e-01 -9.90408666e-02 -1.49972361e-02
-3.21132300e-02 5.19759529e-02]
[ -9.48200761e-02 -3.09458434e-04 2.64638145e-02 9.79398389e-02
-6.29062842e-02 1.14729668e-01 2.49735248e-01 2.05636939e-02
-2.71260573e-01 -8.87299305e-02]
[ -2.19676494e-01 -2.28093923e-02 -9.30023427e-02 -3.43745924e-01
1.80926388e-01 1.19663270e-01 1.02378977e-01 1.03538597e-01
-2.07126764e-01 3.24375464e-02]
[ 1.10270642e-02 -3.75592267e-01 -1.27030730e-01 -1.61224652e-01
3.70940426e-01 2.59965525e-02 1.74386038e-01 1.52581801e-01
-1.64801887e-01 -2.20501435e-01]
[ 1.39019380e-01 -1.90072908e-01 -1.42935301e-01 -1.12993752e-03
9.22577305e-02 -5.80847398e-02 2.64257813e-02 -1.49785704e-01
1.31240007e-01 -1.19556233e-01]
[ -1.18283735e-01 1.11740844e-01 2.61026036e-01 -1.54726705e-02
1.68025692e-01 8.45121348e-02 1.31290486e-02 -2.98126347e-01
-1.16434088e-01 -5.99230927e-02]
[ -3.51155799e-01 5.79443587e-02 1.17122013e-02 -3.23399896e-02
1.59725587e-01 -1.70790086e-01 -1.14233198e-02 2.34496117e-01
-9.24531016e-02 7.21743403e-02]
[ 1.44422840e-01 5.79190612e-02 -2.38054385e-01 -9.31189058e-02
1.35803546e-01 -2.93307776e-01 4.52674690e-02 -1.68346001e-01
-5.07386027e-03 -1.94595231e-01]
[ 2.06913379e-01 -1.68751335e-01 6.12805545e-02 -2.92983699e-02
1.01673528e-01 -3.15126359e-02 2.36828886e-02 -1.37237669e-01
1.07646782e-01 -1.86850411e-01]
[ -1.08165995e-01 -6.09310653e-02 1.19695615e-01 1.04018247e-01
5.75796204e-02 -1.11367277e-01 2.55117548e-01 -7.79320247e-02
1.80519459e-01 -8.72330136e-03]
[ 5.30095227e-03 -1.65351430e-01 2.05817682e-01 -2.34602351e-01
2.69024157e-03 1.11833560e-01 4.56505871e-02 -1.15228723e-01
2.97112549e-02 2.31213205e-01]]
[[ 0.60475866]
[ 1.5304145 ]
[ 0.27171926]
[ 0.85100439]
[-2.63488098]
[-0.26906466]
[-1.57302561]
[ 0.05481825]
[ 0.66682236]
[ 0.8869148 ]]
Progress: 27.3% ... Training loss: 0.291 ... Validation loss: 0.451[[ 1.63184850e-01 2.10662056e-01 -1.07173195e-01 1.11376739e-01
-5.30338748e-01 -7.19283435e-02 -5.75695183e-02 1.22984446e-01
-6.28116499e-02 1.87565242e-01]
[ 1.14194967e-02 1.54178819e-01 -2.08547201e-02 3.89842456e-02
1.06166772e-01 -4.84400501e-03 3.12980752e-01 4.10223955e-02
1.37441434e-01 -3.22873297e-02]
[ 1.80058699e-01 5.52015584e-01 1.42045433e-02 5.37713139e-03
2.96026019e-01 -3.24800510e-02 -6.30253224e-01 -3.82251404e-02
6.55815457e-02 2.86898473e-01]
[ -7.67434667e-03 -3.10493536e-01 -2.28589459e-01 6.38612857e-02
-2.06049378e-02 1.56303213e-01 1.36180089e-01 5.71269333e-02
3.97278601e-02 1.63638983e-01]
[ -4.67077639e-03 1.48572420e-01 -1.43790837e-01 5.04308476e-02
4.14286189e-02 -1.82931117e-01 4.21713438e-02 -1.18371492e-01
-1.80075710e-01 -2.16939109e-03]
[ -3.64359992e-01 -4.77688161e-01 -2.90187576e-01 1.63947286e-01
1.10552443e-01 4.11296723e-02 1.70873568e-01 -3.60746281e-02
-7.06922866e-03 1.13803759e-02]
[ -5.60433338e-03 -1.96623501e-01 9.09906405e-03 8.82365976e-02
-4.32714922e-03 -7.04312948e-02 1.80206565e-01 -1.90434922e-01
1.87932063e-01 2.73401311e-02]
[ 1.15584869e-01 -2.29263695e-01 3.53872219e-02 -6.45681791e-02
9.22012292e-02 -4.85375513e-02 6.36189670e-02 1.20985372e-01
8.18058855e-02 -2.04355379e-02]
[ -1.71945827e-01 -1.08236478e-01 -3.04459591e-01 -2.20082518e-02
-1.12016299e-03 6.96203267e-02 -1.81196740e-01 -2.85636320e-02
2.59843078e-01 -1.29344568e-01]
[ 7.15345238e-02 -3.17112607e-01 9.63187705e-02 5.05371769e-02
3.09468128e-02 -1.21060601e-01 1.06887470e-01 -1.00701070e-01
3.30145681e-02 1.31903344e-01]
[ -8.67251214e-02 3.65468792e-03 -2.79266097e-03 -1.58495439e-01
4.80353413e-02 2.32875784e-02 1.48972166e-01 -1.03125727e-01
-2.43289910e-02 -1.35640397e-01]
[ -1.17841342e-01 -1.02965797e-01 -7.12366947e-02 -1.01214747e-02
3.86057322e-01 1.02643435e-01 6.57896838e-02 -1.63497800e-02
-1.73388422e-01 -2.16093486e-01]
[ -1.56450021e-01 5.22730026e-03 6.21736137e-02 2.24536097e-02
-1.73961743e-01 -2.19982265e-01 -1.79225683e-01 -1.96963308e-01
8.76352615e-02 1.74907295e-01]
[ -2.45435458e-01 -2.52112845e-01 1.09327502e-01 2.49995122e-01
-8.56055177e-02 -7.56637834e-02 -1.09118142e-02 -2.57016025e-01
-2.34134847e-01 -3.45883401e-02]
[ 1.13924138e-01 -1.08798290e-01 -1.80856186e-02 1.25702505e-01
-2.52632282e-02 -8.89534156e-02 1.67256028e-01 3.97972874e-03
3.42986249e-02 1.96154392e-02]
[ 4.10242322e-02 -6.02828204e-02 -2.09680607e-01 1.54495625e-01
-5.11734840e-02 8.40660749e-02 -7.37724536e-02 -1.95346789e-02
-8.78164808e-02 -1.34688638e-04]
[ -1.20950406e-01 -6.32939023e-02 -2.02770964e-01 1.56276617e-01
-5.32102020e-03 1.34292161e-01 7.67431791e-03 -2.50116126e-01
6.95952936e-02 -1.99786163e-01]
[ -7.50863907e-02 -4.90729420e-02 2.73461340e-01 9.04501947e-02
1.43420350e-01 -5.88167930e-02 -1.12881394e-01 1.20118819e-01
6.56593859e-02 2.48702213e-02]
[ 5.22338765e-02 -3.36955372e-02 8.64120618e-02 8.42532490e-02
7.78153438e-02 -1.60942665e-02 2.44916754e-01 1.20428994e-01
-3.41057282e-02 -6.92189240e-02]
[ 1.28005742e-02 -1.38045125e-01 -2.88740059e-01 -4.32574304e-02
1.71744200e-01 -9.35962170e-02 1.54071415e-01 1.64418177e-01
1.13347518e-01 -2.27505450e-02]
[ 5.04635172e-02 -8.89545305e-03 -1.16929210e-01 4.34098588e-02
-8.57521487e-02 3.22649552e-01 2.59689439e-01 2.05057720e-01
-1.61731052e-01 -6.11665894e-02]
[ -7.25711203e-04 -2.63114638e-02 1.20499167e-01 1.00013298e-01
1.14902098e-02 1.07375225e-01 -1.25545838e-01 -4.18567193e-02
2.07767178e-01 7.20532674e-02]
[ 1.09285811e-01 7.70889302e-02 -4.67459396e-02 -1.00609580e-01
-9.86970226e-02 -3.29902710e-01 1.10771874e-01 8.66871795e-03
1.41738300e-01 8.93270446e-02]
[ -9.87621703e-02 1.78935630e-03 -1.52242588e-02 2.33842518e-02
7.76058193e-03 -2.03751142e-01 -8.87414486e-02 -1.97704808e-02
1.58607081e-02 1.28900524e-01]
[ -1.45150614e-01 -7.63713119e-02 -1.97578731e-01 -3.93095756e-03
-2.65932172e-01 -4.61168405e-03 -2.93768893e-03 -2.37205010e-02
2.95646099e-03 6.14482631e-02]
[ -3.05073729e-02 -7.91171750e-02 -7.48141809e-02 -1.28036770e-01
5.33227910e-01 2.76310095e-01 5.51647624e-01 1.13053667e-01
-1.82318320e-01 -3.76060416e-01]
[ -1.64276150e-02 -3.71984150e-01 -3.00031416e-02 -7.38671314e-02
6.61923381e-01 1.01226337e-01 5.09975202e-01 9.14469445e-02
2.85913661e-02 -3.82727301e-01]
[ 1.13543791e-02 -4.26686729e-01 -4.30659307e-02 -1.07633717e-01
6.79331697e-01 2.37748591e-02 4.77483975e-01 4.87376866e-02
-3.63482695e-01 -2.17953047e-01]
[ -1.63812366e-01 -5.66341657e-01 -6.75762454e-03 -1.95696789e-01
7.46355633e-01 -9.27867895e-02 5.95219724e-01 -8.21413592e-02
-6.18920842e-02 8.91117586e-02]
[ -2.86391570e-01 -3.73567289e-01 5.78072568e-02 -4.19113850e-02
9.05725978e-01 1.40680256e-01 3.93976877e-01 4.81049971e-02
-8.47209756e-02 -1.30492160e-01]
[ -1.98102343e-01 -2.76112493e-01 2.53226659e-01 -2.37126222e-01
6.45613187e-01 -4.60989455e-02 6.60838710e-01 1.35936627e-02
-2.51947522e-01 -2.29512910e-02]
[ -1.23893364e-01 -2.03218135e-01 -1.78245062e-01 -9.43209267e-02
4.68139567e-01 -2.32191173e-01 1.58986070e-01 1.69595885e-01
-3.97645137e-03 -1.12278632e-01]
[ 1.17085678e-01 2.52717542e-01 1.66685433e-01 -8.25450595e-02
-1.04928353e-01 4.72380324e-02 -1.60522946e-01 2.83880047e-01
8.14732141e-02 1.83489952e-01]
[ 3.46471025e-01 3.07882191e-01 -8.46738434e-02 3.10699073e-01
-8.81095037e-01 -2.86300177e-01 -4.65326667e-01 1.77306757e-01
3.77351499e-01 -3.96765961e-02]
[ 4.77558897e-02 1.42847982e-01 2.53238382e-01 2.51642955e-01
-6.19842829e-02 -1.96128128e-01 -1.81278975e-01 -1.32879573e-01
-1.38920660e-01 -2.87107071e-01]
[ 2.44517497e-02 -5.61899589e-02 -1.17913380e-01 -5.29357368e-02
2.41012743e-01 4.07041852e-02 -8.71189541e-03 -1.84360846e-01
3.50655666e-02 2.09746050e-01]
[ 2.42175320e-03 -5.06274077e-02 -6.60702380e-02 -4.85203343e-02
-2.50663228e-02 -1.77175658e-01 8.44586432e-02 1.02886655e-02
3.91219537e-02 8.60795740e-03]
[ 3.04271439e-02 7.17739119e-02 2.45071600e-01 7.64715272e-02
-2.33756808e-01 -1.35247323e-01 1.10241526e-01 3.98039021e-02
-1.83831230e-01 1.10280029e-01]
[ 7.38429011e-02 3.47334991e-02 1.08813533e-01 1.10294337e-02
-2.48081180e-01 6.81971286e-02 6.26553574e-02 -2.70460200e-01
-1.45229034e-02 -8.50252772e-02]
[ -1.14247979e-02 8.79598661e-02 8.44267211e-02 -2.98075028e-02
-3.69057691e-02 1.81240368e-01 1.02021001e-01 1.18575862e-01
-2.12502123e-02 1.73655619e-01]
[ 2.14729523e-01 5.07640300e-02 2.60654281e-02 7.33632326e-02
7.05783194e-02 -2.03224050e-02 -1.44675550e-01 1.47940357e-01
-6.04349477e-02 -2.75302554e-02]
[ 3.78186889e-02 -2.57297802e-02 1.50418672e-02 3.48756567e-02
-3.86891517e-01 -1.21070167e-01 -1.92529024e-01 4.08740946e-02
1.15185683e-01 1.88370439e-01]
[ 3.85077856e-02 5.14185253e-01 1.19232076e-01 4.05148242e-01
-1.07216433e+00 -3.03005229e-01 -6.06950788e-01 -7.30766677e-02
2.80689540e-01 3.24747554e-01]
[ 1.78208308e-01 5.06385004e-01 6.43760505e-02 4.19376288e-01
-8.58966731e-01 -8.34164096e-02 -4.46735834e-01 1.50929201e-01
2.05561501e-01 4.85419370e-01]
[ 2.58800660e-01 3.01957413e-01 2.46684995e-01 1.46960102e-01
-4.12428273e-01 8.03913431e-02 -2.11255765e-01 1.62803023e-01
2.39227933e-01 7.80522992e-02]
[ -7.25821790e-02 2.19579757e-01 2.42217917e-01 1.79052614e-02
-3.96372154e-02 1.30434328e-01 -9.93392506e-02 -1.49864122e-02
-3.19748323e-02 5.21567605e-02]
[ -9.46700034e-02 5.56603571e-06 2.65330434e-02 9.81572129e-02
-6.35362560e-02 1.14658535e-01 2.49396116e-01 2.05776127e-02
-2.71089225e-01 -8.84995800e-02]
[ -2.19482590e-01 -2.25158243e-02 -9.29099727e-02 -3.43464006e-01
1.80076468e-01 1.19565088e-01 1.01932890e-01 1.03557859e-01
-2.06907250e-01 3.27311171e-02]
[ 1.08220658e-02 -3.76081991e-01 -1.27131135e-01 -1.61539430e-01
3.71905454e-01 2.60957413e-02 1.74968746e-01 1.52562665e-01
-1.65045475e-01 -2.20815883e-01]
[ 1.39490277e-01 -1.88928928e-01 -1.42717104e-01 -4.34860671e-04
9.05915928e-02 -5.82866222e-02 2.52995121e-02 -1.49743767e-01
1.31794146e-01 -1.18833348e-01]
[ -1.17386542e-01 1.13078893e-01 2.61457811e-01 -1.42295223e-02
1.65003243e-01 8.41275353e-02 1.13624897e-02 -2.98038960e-01
-1.15396166e-01 -5.86898880e-02]
[ -3.50906948e-01 5.82534851e-02 1.18605086e-02 -3.18767199e-02
1.58658653e-01 -1.70953053e-01 -1.20597317e-02 2.34523706e-01
-9.21503803e-02 7.27321892e-02]
[ 1.43909223e-01 5.63768259e-02 -2.38286924e-01 -9.38891976e-02
1.38155930e-01 -2.93095222e-01 4.70958319e-02 -1.68396344e-01
-5.69572255e-03 -1.95491036e-01]
[ 2.07354586e-01 -1.67982693e-01 6.15340172e-02 -2.85425647e-02
9.99760211e-02 -3.17690249e-02 2.27292960e-02 -1.37187893e-01
1.08112646e-01 -1.86071110e-01]
[ -1.08058433e-01 -6.09472044e-02 1.19765020e-01 1.04202287e-01
5.70629368e-02 -1.11447517e-01 2.55188805e-01 -7.79186122e-02
1.80670616e-01 -8.47597606e-03]
[ 5.85716022e-03 -1.64213623e-01 2.06027058e-01 -2.33793917e-01
3.92643916e-04 1.11597862e-01 4.47195688e-02 -1.15177776e-01
3.03919550e-02 2.32132937e-01]]
[[ 0.61088809]
[ 1.53379277]
[ 0.27907455]
[ 0.86078534]
[-2.62835593]
[-0.2609778 ]
[-1.56145252]
[ 0.06251796]
[ 0.6763099 ]
[ 0.89430154]]
Progress: 27.4% ... Training loss: 0.290 ... Validation loss: 0.457[[ 1.62757063e-01 2.09715264e-01 -1.07309355e-01 1.10876992e-01
-5.29815194e-01 -7.17515039e-02 -5.70326662e-02 1.22941986e-01
-6.32152902e-02 1.87018421e-01]
[ 1.08701464e-02 1.52700582e-01 -2.11057956e-02 3.82543112e-02
1.08084679e-01 -4.59960048e-03 3.14197397e-01 4.09690309e-02
1.36860220e-01 -3.30630617e-02]
[ 1.79707888e-01 5.52928205e-01 1.39286139e-02 3.98051031e-03
3.01140357e-01 -3.21952940e-02 -6.31830980e-01 -3.83119861e-02
6.48001376e-02 2.86270465e-01]
[ -1.91397504e-03 -2.97252169e-01 -2.25805279e-01 7.26443110e-02
-4.44682550e-02 1.53676305e-01 1.23171159e-01 5.77609003e-02
4.66353267e-02 1.72731125e-01]
[ -7.97423919e-03 1.40104819e-01 -1.45312477e-01 4.58826593e-02
5.17898599e-02 -1.81439153e-01 5.06011527e-02 -1.18705135e-01
-1.83677051e-01 -7.15737399e-03]
[ -3.65996708e-01 -4.82387980e-01 -2.90937164e-01 1.61873876e-01
1.14567474e-01 4.17855917e-02 1.75454057e-01 -3.62327967e-02
-8.84092840e-03 8.94051744e-03]
[ -6.97162405e-03 -1.99510880e-01 8.53241713e-03 8.64055821e-02
6.61525467e-04 -6.99123513e-02 1.83223422e-01 -1.90562250e-01
1.86429205e-01 2.56268258e-02]
[ 1.14916288e-01 -2.30770629e-01 3.51011528e-02 -6.56663716e-02
9.42890073e-02 -4.82333972e-02 6.47278926e-02 1.20907779e-01
8.10293579e-02 -2.14261107e-02]
[ -1.71507708e-01 -1.07119553e-01 -3.04258695e-01 -2.13827142e-02
-2.95347207e-03 6.94451304e-02 -1.82204109e-01 -2.85205880e-02
2.60289678e-01 -1.28717497e-01]
[ 6.86739373e-02 -3.23446737e-01 9.50612852e-02 4.64840383e-02
4.03749086e-02 -1.19860718e-01 1.13245113e-01 -1.00998624e-01
2.97281738e-02 1.27715020e-01]
[ -8.71240220e-02 2.23579674e-03 -2.93843014e-03 -1.58877938e-01
4.84088026e-02 2.34142329e-02 1.50247004e-01 -1.03152914e-01
-2.46856417e-02 -1.35970231e-01]
[ -1.17816323e-01 -1.03189984e-01 -7.12348489e-02 -1.00629176e-02
3.85513939e-01 1.02620717e-01 6.58561056e-02 -1.63450856e-02
-1.73349861e-01 -2.16091995e-01]
[ -1.56450021e-01 5.22730026e-03 6.21736137e-02 2.24536097e-02
-1.73961743e-01 -2.19982265e-01 -1.79225683e-01 -1.96963308e-01
8.76352615e-02 1.74907295e-01]
[ -2.45643642e-01 -2.52879803e-01 1.09254618e-01 2.49812255e-01
-8.54354971e-02 -7.55992271e-02 -1.02832517e-02 -2.57028594e-01
-2.34319355e-01 -3.48058890e-02]
[ 1.13508540e-01 -1.10308336e-01 -1.82786287e-02 1.25207273e-01
-2.42375273e-02 -8.88042247e-02 1.68583835e-01 3.93922292e-03
3.38739641e-02 1.89839454e-02]
[ 3.97816810e-02 -6.31401418e-02 -2.10221425e-01 1.52856669e-01
-4.78166349e-02 8.45674292e-02 -7.06733432e-02 -1.96548959e-02
-8.91710944e-02 -1.92237122e-03]
[ -1.20958182e-01 -6.32702638e-02 -2.02759851e-01 1.56316870e-01
-5.49907761e-03 1.34286815e-01 7.85444454e-03 -2.50112155e-01
6.96145990e-02 -1.99728879e-01]
[ -7.56587817e-02 -5.03291390e-02 2.73214820e-01 8.96171121e-02
1.45764735e-01 -5.85850714e-02 -1.11684715e-01 1.20060160e-01
6.50221983e-02 2.41717737e-02]
[ 5.24247805e-02 -3.35485816e-02 8.64882403e-02 8.44356616e-02
7.74506159e-02 -1.61319802e-02 2.44525540e-01 1.20442856e-01
-3.39588434e-02 -6.90009467e-02]
[ 1.19472628e-02 -1.39937099e-01 -2.89160038e-01 -4.45913966e-02
1.74785872e-01 -9.32348889e-02 1.55525162e-01 1.64324195e-01
1.12354168e-01 -2.39894260e-02]
[ 4.96322900e-02 -1.06164027e-02 -1.17287851e-01 4.22314787e-02
-8.26426869e-02 3.22990108e-01 2.61474805e-01 2.04972575e-01
-1.62672533e-01 -6.23211632e-02]
[ 6.04534590e-04 -2.27797553e-02 1.21155512e-01 1.01988731e-01
5.84557340e-03 1.06774467e-01 -1.28862681e-01 -4.17170990e-02
2.09315522e-01 7.39702246e-02]
[ 1.09719270e-01 7.81681630e-02 -4.65477797e-02 -9.99857386e-02
-1.00572919e-01 -3.30062462e-01 1.09728456e-01 8.71219974e-03
1.42180405e-01 8.99639743e-02]
[ -9.89514721e-02 1.35041864e-03 -1.53130938e-02 2.31108183e-02
8.61080678e-03 -2.03677805e-01 -8.81790073e-02 -1.97891401e-02
1.56618885e-02 1.28637388e-01]
[ -1.46019351e-01 -7.86876700e-02 -1.98001248e-01 -5.19405967e-03
-2.62508993e-01 -4.22633887e-03 -7.21150927e-04 -2.38117452e-02
1.92995853e-03 6.00942124e-02]
[ -3.04888718e-02 -7.92998098e-02 -7.48131158e-02 -1.28034230e-01
5.33227932e-01 2.76306173e-01 5.51853584e-01 1.13055094e-01
-1.82311591e-01 -3.76080959e-01]
[ -1.64067344e-02 -3.72162045e-01 -2.99937516e-02 -7.38327411e-02
6.61712518e-01 1.01223731e-01 5.10091940e-01 9.14495206e-02
2.86219131e-02 -3.82695994e-01]
[ 1.11763862e-02 -4.27075752e-01 -4.31480843e-02 -1.07889961e-01
6.79908032e-01 2.38519330e-02 4.77926888e-01 4.87190983e-02
-3.63680533e-01 -2.18219126e-01]
[ -1.63892824e-01 -5.66487160e-01 -6.79636036e-03 -1.95818233e-01
7.46684465e-01 -9.27492212e-02 5.95395451e-01 -8.21506165e-02
-6.19908043e-02 8.89835050e-02]
[ -2.86184640e-01 -3.73488096e-01 5.79353771e-02 -4.15073674e-02
9.04523819e-01 1.40560328e-01 3.93762901e-01 4.81334337e-02
-8.44048179e-02 -1.30091362e-01]
[ -1.99005509e-01 -2.78202869e-01 2.52835845e-01 -2.38415482e-01
6.49325676e-01 -4.57228045e-02 6.62865989e-01 1.35016213e-02
-2.52948358e-01 -2.41651169e-02]
[ -1.23644554e-01 -2.02944375e-01 -1.78131666e-01 -9.38600547e-02
4.66761005e-01 -2.32333076e-01 1.58597737e-01 1.69629504e-01
-3.61337865e-03 -1.11815892e-01]
[ 1.17822318e-01 2.54514569e-01 1.67023623e-01 -8.15122777e-02
-1.07981963e-01 4.69185547e-02 -1.62543210e-01 2.83951789e-01
8.22696813e-02 1.84501606e-01]
[ 3.46918770e-01 3.09741755e-01 -8.44250076e-02 3.11451044e-01
-8.83894661e-01 -2.86514051e-01 -4.66562146e-01 1.77360175e-01
3.77874341e-01 -3.89575403e-02]
[ 4.73928356e-02 1.42051543e-01 2.53069182e-01 2.51131741e-01
-6.04829857e-02 -1.95974950e-01 -1.80403306e-01 -1.32917117e-01
-1.39319624e-01 -2.87629795e-01]
[ 2.42070435e-02 -5.67732399e-02 -1.18023338e-01 -5.32816570e-02
2.41960338e-01 4.08073419e-02 -8.12381287e-03 -1.84384622e-01
3.47997565e-02 2.09405313e-01]
[ 2.06000028e-03 -5.14864800e-02 -6.62454812e-02 -4.90624669e-02
-2.35747371e-02 -1.77029943e-01 8.53570065e-02 1.02493660e-02
3.87031749e-02 8.05254932e-03]
[ 2.99086796e-02 7.05640934e-02 2.44819438e-01 7.56146286e-02
-2.31181778e-01 -1.35008561e-01 1.11510257e-01 3.97419527e-02
-1.84508206e-01 1.09427596e-01]
[ 7.39682378e-02 3.51301290e-02 1.08879885e-01 1.12563898e-02
-2.48939510e-01 6.81317693e-02 6.23065931e-02 -2.70445502e-01
-1.43457770e-02 -8.48922602e-02]
[ -1.14207313e-02 8.79680525e-02 8.44300984e-02 -2.97975609e-02
-3.73460296e-02 1.81234581e-01 1.02034003e-01 1.18576190e-01
-2.12291456e-02 1.73682995e-01]
[ 2.14414756e-01 5.01622842e-02 2.59282428e-02 7.29329784e-02
7.16241743e-02 -2.02176887e-02 -1.44095881e-01 1.47910879e-01
-6.07966365e-02 -2.79620504e-02]
[ 3.78301306e-02 -2.54616718e-02 1.50426881e-02 3.48784331e-02
-3.86953804e-01 -1.21069943e-01 -1.92825019e-01 4.08719453e-02
1.15149029e-01 1.88418485e-01]
[ 3.75509118e-02 5.11175012e-01 1.18762418e-01 4.03818450e-01
-1.06916618e+00 -3.02556971e-01 -6.04234992e-01 -7.31741808e-02
2.79563858e-01 3.23195174e-01]
[ 1.77419114e-01 5.04751255e-01 6.40305910e-02 4.18274358e-01
-8.56399290e-01 -8.30830168e-02 -4.44948718e-01 1.50850238e-01
2.04672024e-01 4.84368028e-01]
[ 2.57942966e-01 3.00028289e-01 2.46287101e-01 1.45610935e-01
-4.08509731e-01 8.07838090e-02 -2.09345610e-01 1.62707337e-01
2.38198473e-01 7.67881380e-02]
[ -7.26608971e-02 2.19374317e-01 2.42177918e-01 1.77818937e-02
-3.92624210e-02 1.30471877e-01 -9.91423627e-02 -1.49952507e-02
-3.20667680e-02 5.20408696e-02]
[ -9.44460411e-02 5.11078980e-04 2.66555707e-02 9.85614896e-02
-6.47078163e-02 1.14554450e-01 2.48571885e-01 2.06071381e-02
-2.70755241e-01 -8.81027766e-02]
[ -2.19170812e-01 -2.19788994e-02 -9.27585160e-02 -3.42981400e-01
1.78606546e-01 1.19420208e-01 1.01305766e-01 1.03592666e-01
-2.06532160e-01 3.32156276e-02]
[ 1.08783489e-02 -3.75969761e-01 -1.27107613e-01 -1.61472015e-01
3.71772841e-01 2.60731818e-02 1.74819722e-01 1.52567128e-01
-1.65000220e-01 -2.20732284e-01]
[ 1.40045744e-01 -1.87726415e-01 -1.42470368e-01 3.98157844e-04
8.82536275e-02 -5.85157154e-02 2.40995348e-02 -1.49685111e-01
1.32405822e-01 -1.17982387e-01]
[ -1.18225690e-01 1.10210572e-01 2.61066389e-01 -1.54952889e-02
1.68075056e-01 8.45641035e-02 1.38056826e-02 -2.98121012e-01
-1.16373846e-01 -6.00344098e-02]
[ -3.50694947e-01 5.90638315e-02 1.19794060e-02 -3.15269572e-02
1.57397922e-01 -1.71091337e-01 -1.29298780e-02 2.34548313e-01
-9.19100230e-02 7.31302114e-02]
[ 1.44123568e-01 5.65700882e-02 -2.38168129e-01 -9.34388179e-02
1.36772843e-01 -2.93271065e-01 4.64643278e-02 -1.68366478e-01
-5.37488921e-03 -1.95111078e-01]
[ 2.06291552e-01 -1.70335081e-01 6.10281491e-02 -3.02023473e-02
1.04825359e-01 -3.12968318e-02 2.52968128e-02 -1.37308269e-01
1.06823551e-01 -1.87718710e-01]
[ -1.08568203e-01 -6.22270611e-02 1.19534003e-01 1.03462452e-01
5.85019058e-02 -1.11264543e-01 2.56411855e-01 -7.79678290e-02
1.80059807e-01 -9.16077205e-03]
[ 4.05283196e-03 -1.67896388e-01 2.05269528e-01 -2.36138774e-01
5.27248200e-03 1.12353167e-01 4.88863390e-02 -1.15359307e-01
2.84921881e-02 2.29664247e-01]]
[[ 0.60010819]
[ 1.52222778]
[ 0.26559473]
[ 0.84870742]
[-2.63815247]
[-0.26813927]
[-1.57295187]
[ 0.05469798]
[ 0.66683531]
[ 0.88286807]]
Progress: 27.4% ... Training loss: 0.291 ... Validation loss: 0.461[[ 1.67029762e-01 2.18904752e-01 -1.05347358e-01 1.17140464e-01
-5.47810989e-01 -7.37408716e-02 -6.77696097e-02 1.23353574e-01
-5.81439028e-02 1.93466080e-01]
[ 1.13413335e-02 1.53780342e-01 -2.09087608e-02 3.89218191e-02
1.06168743e-01 -4.81144985e-03 3.12989566e-01 4.10117350e-02
1.37363273e-01 -3.23791541e-02]
[ 1.84215419e-01 5.64715391e-01 1.60893505e-02 1.08084339e-02
2.81225466e-01 -3.43213729e-02 -6.44255647e-01 -3.78720626e-02
7.00792724e-02 2.93083065e-01]
[ -5.89608895e-03 -3.06960985e-01 -2.27598271e-01 6.68568910e-02
-2.69673480e-02 1.55437338e-01 1.33344018e-01 5.73850307e-02
4.24210578e-02 1.67074377e-01]
[ -7.27434491e-03 1.41132250e-01 -1.44989941e-01 4.67927386e-02
5.05147341e-02 -1.81751788e-01 4.91284966e-02 -1.18645723e-01
-1.83150422e-01 -6.17919886e-03]
[ -3.64684247e-01 -4.80708487e-01 -2.90372191e-01 1.63768086e-01
1.09649713e-01 4.11719310e-02 1.72860501e-01 -3.61124219e-02
-7.33086706e-03 1.08979534e-02]
[ -6.07042990e-03 -1.97676272e-01 8.90125625e-03 8.76266778e-02
-3.59218717e-03 -7.03048474e-02 1.81015522e-01 -1.90482705e-01
1.87505974e-01 2.70193595e-02]
[ 1.18042115e-01 -2.23424321e-01 3.66086326e-02 -6.08268997e-02
8.03084360e-02 -4.97488139e-02 5.68731822e-02 1.21220753e-01
8.47807974e-02 -1.66732152e-02]
[ -1.71906145e-01 -1.08099278e-01 -3.04428039e-01 -2.19544421e-02
-2.55839663e-03 6.96165110e-02 -1.80944350e-01 -2.85553741e-02
2.60028958e-01 -1.29432256e-01]
[ 7.17879908e-02 -3.16093683e-01 9.64918782e-02 5.11744121e-02
2.47312379e-02 -1.21317870e-01 1.06265874e-01 -1.00704074e-01
3.33723722e-02 1.32208735e-01]
[ -8.58829167e-02 3.65561963e-03 -2.35817340e-03 -1.57026029e-01
4.38787656e-02 2.27872399e-02 1.47333787e-01 -1.03027016e-01
-2.29521595e-02 -1.33964980e-01]
[ -1.17230438e-01 -1.02082175e-01 -7.09737498e-02 -9.22215088e-03
3.82930678e-01 1.02354670e-01 6.43521551e-02 -1.62874252e-02
-1.72649993e-01 -2.15202855e-01]
[ -1.56450021e-01 5.22730026e-03 6.21736137e-02 2.24536097e-02
-1.73961743e-01 -2.19982265e-01 -1.79225683e-01 -1.96963308e-01
8.76352615e-02 1.74907295e-01]
[ -2.44769813e-01 -2.51532672e-01 1.09643435e-01 2.51069694e-01
-8.87686430e-02 -7.60097718e-02 -1.23111977e-02 -2.56946052e-01
-2.33283302e-01 -3.34533066e-02]
[ 1.13748899e-01 -1.10202396e-01 -1.81752558e-02 1.25582942e-01
-2.51528128e-02 -8.89352228e-02 1.68339001e-01 3.96223239e-03
3.41583150e-02 1.93347167e-02]
[ 3.99583874e-02 -6.29955929e-02 -2.10170947e-01 1.53086915e-01
-4.84208975e-02 8.45023348e-02 -7.09884194e-02 -1.96424454e-02
-8.90056615e-02 -1.67860454e-03]
[ -1.20822893e-01 -6.31130965e-02 -2.02694603e-01 1.56514714e-01
-6.18534041e-03 1.34216204e-01 7.70352297e-03 -2.50104521e-01
6.97759808e-02 -1.99522138e-01]
[ -7.55656484e-02 -5.00032409e-02 2.73218293e-01 8.97577405e-02
1.45248098e-01 -5.86287801e-02 -1.11942030e-01 1.20068853e-01
6.51312771e-02 2.42830301e-02]
[ 5.32216836e-02 -3.18620539e-02 8.68547996e-02 8.54945802e-02
7.39056302e-02 -1.64634031e-02 2.42448789e-01 1.20517879e-01
-3.30130818e-02 -6.77650597e-02]
[ 1.30128101e-02 -1.36922838e-01 -2.88636287e-01 -4.28792947e-02
1.69493860e-01 -9.37588922e-02 1.52596898e-01 1.64432253e-01
1.13628975e-01 -2.23585630e-02]
[ 5.14800753e-02 -6.82202944e-03 -1.16395827e-01 4.50426643e-02
-9.04160402e-02 3.22099803e-01 2.56989607e-01 2.05156998e-01
-1.60441506e-01 -5.95623468e-02]
[ 4.13412712e-04 -2.32134900e-02 1.21084120e-01 1.01729229e-01
6.17549668e-03 1.06842319e-01 -1.28255589e-01 -4.17332617e-02
2.09254993e-01 7.36831623e-02]
[ 1.10609707e-01 8.00718791e-02 -4.61719389e-02 -9.87226106e-02
-1.04228383e-01 -3.30442607e-01 1.07760091e-01 8.79402947e-03
1.43104717e-01 9.12261404e-02]
[ -9.95783087e-02 -2.91083661e-04 -1.55817228e-02 2.22125198e-02
1.10773990e-02 -2.03408999e-01 -8.66519231e-02 -1.98458535e-02
1.49979719e-02 1.27698967e-01]
[ -1.46380337e-01 -7.92113111e-02 -1.98158843e-01 -5.70037171e-03
-2.61741071e-01 -4.06635600e-03 2.02935079e-04 -2.38444234e-02
1.59974863e-03 5.95549514e-02]
[ -3.06106086e-02 -7.97002486e-02 -7.48769273e-02 -1.28231661e-01
5.33742979e-01 2.76368945e-01 5.52300780e-01 1.13042870e-01
-1.82470685e-01 -3.76295760e-01]
[ -1.62357500e-02 -3.71868438e-01 -2.99175918e-02 -7.35861390e-02
6.60999157e-01 1.01147738e-01 5.09716667e-01 9.14655268e-02
2.88064517e-02 -3.82458504e-01]
[ 1.14194713e-02 -4.26846385e-01 -4.30528237e-02 -1.07539905e-01
6.78941346e-01 2.37434452e-02 4.77682421e-01 4.87397963e-02
-3.63411602e-01 -2.17845007e-01]
[ -1.63879194e-01 -5.66625231e-01 -6.79615835e-03 -1.95799673e-01
7.46534732e-01 -9.27499391e-02 5.95514224e-01 -8.21497554e-02
-6.19752600e-02 8.90000917e-02]
[ -2.86406276e-01 -3.74081009e-01 5.78481933e-02 -4.18123662e-02
9.05261650e-01 1.40651930e-01 3.94435637e-01 4.81130976e-02
-8.46374144e-02 -1.30417104e-01]
[ -1.99112906e-01 -2.78651572e-01 2.52792670e-01 -2.38556682e-01
6.49660249e-01 -4.56788061e-02 6.63356291e-01 1.34924294e-02
-2.53046892e-01 -2.43208929e-02]
[ -1.23705715e-01 -2.03156777e-01 -1.78159715e-01 -9.39498253e-02
4.66974526e-01 -2.32306693e-01 1.58781910e-01 1.69624136e-01
-3.68132637e-03 -1.11908976e-01]
[ 1.18005314e-01 2.54998631e-01 1.67101360e-01 -8.12648186e-02
-1.08578123e-01 4.68404172e-02 -1.62937260e-01 2.83965967e-01
8.24552855e-02 1.84744141e-01]
[ 3.46741035e-01 3.09490613e-01 -8.44794755e-02 3.11175724e-01
-8.83682232e-01 -2.86457819e-01 -4.66359582e-01 1.77348032e-01
3.77982037e-01 -3.90664807e-02]
[ 4.73950956e-02 1.42005474e-01 2.53069870e-01 2.51121065e-01
-6.04415503e-02 -1.95974727e-01 -1.80419821e-01 -1.32917145e-01
-1.39334375e-01 -2.87628200e-01]
[ 2.40641847e-02 -5.74216132e-02 -1.18084381e-01 -5.34855289e-02
2.42587486e-01 4.08667792e-02 -7.67686496e-03 -1.84398579e-01
3.46526774e-02 2.09252590e-01]
[ 2.69183594e-03 -4.99552966e-02 -6.59408100e-02 -4.80949581e-02
-2.65127836e-02 -1.77324991e-01 8.37461403e-02 1.03145546e-02
3.94581057e-02 9.00209980e-03]
[ 3.05320607e-02 7.21021960e-02 2.45052381e-01 7.65138696e-02
-2.33855913e-01 -1.35280155e-01 1.09902237e-01 3.97994915e-02
-1.83798344e-01 1.10286577e-01]
[ 7.41550423e-02 3.56466203e-02 1.08961758e-01 1.15053422e-02
-2.49763167e-01 6.80448954e-02 6.17715571e-02 -2.70435306e-01
-1.41454152e-02 -8.46083437e-02]
[ -1.00716773e-02 9.14440858e-02 8.50411244e-02 -2.77905795e-02
-4.34841485e-02 1.80598129e-01 9.85028734e-02 1.18703474e-01
-1.97325993e-02 1.75566398e-01]
[ 2.14375953e-01 5.00038642e-02 2.59028502e-02 7.28509336e-02
7.18719361e-02 -2.01950406e-02 -1.43975566e-01 1.47905697e-01
-6.08634712e-02 -2.80440617e-02]
[ 3.78420935e-02 -2.52860933e-02 1.50659555e-02 3.48885203e-02
-3.86976150e-01 -1.21075460e-01 -1.92819154e-01 4.08728310e-02
1.15128293e-01 1.88407784e-01]
[ 3.86193349e-02 5.13068612e-01 1.19241569e-01 4.05340510e-01
-1.07345667e+00 -3.03014865e-01 -6.06485134e-01 -7.30751146e-02
2.80776403e-01 3.24687292e-01]
[ 1.78511783e-01 5.06954563e-01 6.45813183e-02 4.19969491e-01
-8.61217802e-01 -8.36343016e-02 -4.47824084e-01 1.50963571e-01
2.06052365e-01 4.86086891e-01]
[ 2.57760667e-01 2.99626415e-01 2.46225467e-01 1.45433610e-01
-4.08074445e-01 8.08439018e-02 -2.08994115e-01 1.62696091e-01
2.38047211e-01 7.66127652e-02]
[ -7.27884667e-02 2.19173947e-01 2.42124062e-01 1.76356006e-02
-3.88677885e-02 1.30513787e-01 -9.88537277e-02 -1.50042679e-02
-3.21615548e-02 5.18878537e-02]
[ -9.42423574e-02 1.08228191e-03 2.67458554e-02 9.88556878e-02
-6.55847812e-02 1.14465530e-01 2.48009246e-01 2.06261102e-02
-2.70527483e-01 -8.78028390e-02]
[ -2.18906211e-01 -2.14472546e-02 -9.26405189e-02 -3.42583813e-01
1.77423738e-01 1.19295501e-01 1.00656052e-01 1.03618029e-01
-2.06223512e-01 3.36247725e-02]
[ 1.09552187e-02 -3.76034481e-01 -1.27099038e-01 -1.61364461e-01
3.71447225e-01 2.60393162e-02 1.74747531e-01 1.52574357e-01
-1.64922358e-01 -2.20640251e-01]
[ 1.41417047e-01 -1.84493668e-01 -1.41821426e-01 2.53965366e-03
8.15087197e-02 -5.91740937e-02 2.06200753e-02 -1.49558722e-01
1.34064364e-01 -1.15898060e-01]
[ -1.17103077e-01 1.12626975e-01 2.61566400e-01 -1.39302567e-02
1.63727156e-01 8.40702193e-02 1.09979108e-02 -2.98015478e-01
-1.15128006e-01 -5.83496911e-02]
[ -3.50108035e-01 6.02089355e-02 1.22347527e-02 -3.07103986e-02
1.55545148e-01 -1.71358650e-01 -1.43991192e-02 2.34606614e-01
-9.12215442e-02 7.40795682e-02]
[ 1.45058412e-01 5.77787374e-02 -2.37712886e-01 -9.19945390e-02
1.32551413e-01 -2.93747960e-01 4.44369737e-02 -1.68267710e-01
-4.19874630e-03 -1.93684405e-01]
[ 2.06710594e-01 -1.69626418e-01 6.12279701e-02 -2.95176578e-02
1.02418465e-01 -3.15131975e-02 2.47491074e-02 -1.37264370e-01
1.07356004e-01 -1.87039757e-01]
[ -1.07991845e-01 -6.11314375e-02 1.19825314e-01 1.04340935e-01
5.64491332e-02 -1.11548584e-01 2.55025581e-01 -7.79120587e-02
1.80725007e-01 -8.29503974e-03]
[ 3.98280430e-03 -1.67822892e-01 2.05190802e-01 -2.36286263e-01
4.14219095e-03 1.12399851e-01 4.92077379e-02 -1.15369861e-01
2.86030810e-02 2.29362592e-01]]
[[ 0.62154367]
[ 1.54547024]
[ 0.28434791]
[ 0.86902118]
[-2.62239379]
[-0.2538308 ]
[-1.55802314]
[ 0.07267032]
[ 0.68527508]
[ 0.90428699]]
Progress: 27.4% ... Training loss: 0.302 ... Validation loss: 0.463[[ 1.67831322e-01 2.20205116e-01 -1.04969295e-01 1.17952111e-01
-5.48894004e-01 -7.39588128e-02 -6.89228386e-02 1.23449383e-01
-5.73313955e-02 1.94307915e-01]
[ 1.12589200e-02 1.53579702e-01 -2.09493467e-02 3.87997410e-02
1.06505613e-01 -4.77645228e-03 3.13214468e-01 4.10012643e-02
1.37264254e-01 -3.25118313e-02]
[ 1.81862313e-01 5.60677208e-01 1.49591752e-02 6.87407852e-03
2.92906849e-01 -3.32355018e-02 -6.38787848e-01 -3.81766511e-02
6.71014817e-02 2.89160623e-01]
[ -1.90236468e-03 -2.98250863e-01 -2.25754750e-01 7.28433199e-02
-4.38144863e-02 1.53737625e-01 1.24100271e-01 5.78722325e-02
4.70754224e-02 1.72934503e-01]
[ -7.38140771e-03 1.42089323e-01 -1.45126928e-01 4.63533159e-02
5.14013130e-02 -1.81764984e-01 4.90589634e-02 -1.18627674e-01
-1.83459070e-01 -6.59121802e-03]
[ -3.63723682e-01 -4.79176633e-01 -2.89916050e-01 1.65149395e-01
1.05527642e-01 4.07275564e-02 1.70880552e-01 -3.59839539e-02
-6.16532392e-03 1.24355062e-02]
[ -5.73471074e-03 -1.97397138e-01 9.09083610e-03 8.80446637e-02
-4.59072886e-03 -7.04279631e-02 1.80536199e-01 -1.90424009e-01
1.87941718e-01 2.73504055e-02]
[ 1.16555385e-01 -2.26498280e-01 3.59308785e-02 -6.30712766e-02
8.68964664e-02 -4.91076532e-02 6.05338693e-02 1.21038371e-01
8.31140831e-02 -1.89083255e-02]
[ -1.71728532e-01 -1.07626226e-01 -3.04310192e-01 -2.16232079e-02
-3.61342362e-03 6.94959881e-02 -1.81290384e-01 -2.85274417e-02
2.60323537e-01 -1.29176856e-01]
[ 7.15032044e-02 -3.16731878e-01 9.64777470e-02 5.07160509e-02
2.57121660e-02 -1.21247924e-01 1.07446249e-01 -1.00710974e-01
3.33070330e-02 1.31764236e-01]
[ -8.57191785e-02 3.67089411e-03 -2.32021521e-03 -1.56805872e-01
4.33737516e-02 2.27423395e-02 1.47161911e-01 -1.03003512e-01
-2.28152599e-02 -1.33863506e-01]
[ -1.17122222e-01 -1.02249174e-01 -7.09117634e-02 -9.09779493e-03
3.82867154e-01 1.02282771e-01 6.41990374e-02 -1.62713158e-02
-1.72492401e-01 -2.14970941e-01]
[ -1.56450021e-01 5.22730026e-03 6.21736137e-02 2.24536097e-02
-1.73961743e-01 -2.19982265e-01 -1.79225683e-01 -1.96963308e-01
8.76352615e-02 1.74907295e-01]
[ -2.44325160e-01 -2.50843422e-01 1.09877700e-01 2.51788156e-01
-9.09738812e-02 -7.62158286e-02 -1.32326090e-02 -2.56884598e-01
-2.32697370e-01 -3.27004189e-02]
[ 1.13984512e-01 -1.09943802e-01 -1.80756071e-02 1.25857398e-01
-2.59399728e-02 -8.90527324e-02 1.67984116e-01 3.99530622e-03
3.44400651e-02 1.96805136e-02]
[ 4.00798481e-02 -6.28180134e-02 -2.10130070e-01 1.53223863e-01
-4.86755932e-02 8.44557424e-02 -7.13147101e-02 -1.96286915e-02
-8.88926975e-02 -1.50160793e-03]
[ -1.21684868e-01 -6.53439444e-02 -2.03088518e-01 1.55320624e-01
-2.88776539e-03 1.34552884e-01 9.89200779e-03 -2.50194887e-01
6.88448340e-02 -2.00761574e-01]
[ -7.51200102e-02 -4.92028924e-02 2.73435301e-01 9.03670505e-02
1.43696114e-01 -5.87869621e-02 -1.12688203e-01 1.20123709e-01
6.56251731e-02 2.48921884e-02]
[ 5.37365578e-02 -3.05998349e-02 8.71068612e-02 8.61089477e-02
7.19783184e-02 -1.66659715e-02 2.41060974e-01 1.20578689e-01
-3.24612490e-02 -6.71063559e-02]
[ 1.33565476e-02 -1.36333532e-01 -2.88494315e-01 -4.25127945e-02
1.68555295e-01 -9.38467356e-02 1.51955778e-01 1.64466540e-01
1.14011976e-01 -2.20299052e-02]
[ 5.02321952e-02 -9.32755467e-03 -1.16937732e-01 4.33246814e-02
-8.52556191e-02 3.22583973e-01 2.59928560e-01 2.05015317e-01
-1.61812453e-01 -6.12745108e-02]
[ 5.33918149e-04 -2.27319506e-02 1.21142096e-01 1.01903230e-01
5.66302067e-03 1.06792443e-01 -1.28489077e-01 -4.17176400e-02
2.09410601e-01 7.38178973e-02]
[ 1.10118981e-01 7.88981343e-02 -4.63905061e-02 -9.94379279e-02
-1.02140123e-01 -3.30266542e-01 1.08924678e-01 8.73586352e-03
1.42532489e-01 9.04867262e-02]
[ -9.95260210e-02 -4.79314179e-06 -1.55404676e-02 2.23549466e-02
1.04233469e-02 -2.03446738e-01 -8.67724841e-02 -1.98357109e-02
1.51742828e-02 1.27838522e-01]
[ -1.46071358e-01 -7.86362385e-02 -1.98003705e-01 -5.22329965e-03
-2.63043453e-01 -4.20375695e-03 -5.01963134e-04 -2.38054968e-02
1.96192785e-03 5.99883634e-02]
[ -3.08280036e-02 -8.03910104e-02 -7.49866434e-02 -1.28568747e-01
5.34868135e-01 2.76459808e-01 5.52915372e-01 1.13015166e-01
-1.82721205e-01 -3.76636960e-01]
[ -1.62738952e-02 -3.71945734e-01 -2.99355736e-02 -7.36393779e-02
6.61142738e-01 1.01162731e-01 5.09794471e-01 9.14611093e-02
2.87687632e-02 -3.82511878e-01]
[ 1.14425109e-02 -4.26835580e-01 -4.30414993e-02 -1.07511879e-01
6.78848672e-01 2.37361760e-02 4.77670582e-01 4.87423564e-02
-3.63391034e-01 -2.17818468e-01]
[ -1.64028664e-01 -5.67171628e-01 -6.84955032e-03 -1.95950733e-01
7.46669179e-01 -9.27022277e-02 5.96069776e-01 -8.21644492e-02
-6.21025863e-02 8.88275616e-02]
[ -2.86418180e-01 -3.74102389e-01 5.78427673e-02 -4.18287419e-02
9.05297159e-01 1.40656790e-01 3.94462172e-01 4.81117165e-02
-8.46501087e-02 -1.30434182e-01]
[ -1.98965404e-01 -2.78396529e-01 2.52878851e-01 -2.38286377e-01
6.48895298e-01 -4.57576797e-02 6.63121526e-01 1.35138148e-02
-2.52835180e-01 -2.40420834e-02]
[ -1.24007200e-01 -2.04033903e-01 -1.78271828e-01 -9.43023758e-02
4.67965325e-01 -2.32204152e-01 1.59592521e-01 1.69596776e-01
-3.94780444e-03 -1.12270796e-01]
[ 1.18472826e-01 2.56062744e-01 1.67343264e-01 -8.05448251e-02
-1.10518602e-01 4.66355531e-02 -1.64110003e-01 2.84028560e-01
8.30014902e-02 1.85457062e-01]
[ 3.47002193e-01 3.10431805e-01 -8.43063851e-02 3.11667606e-01
-8.84970027e-01 -2.86626006e-01 -4.67156586e-01 1.77390185e-01
3.78429048e-01 -3.85205572e-02]
[ 4.75982622e-02 1.42450249e-01 2.53162528e-01 2.51404647e-01
-6.14445203e-02 -1.96061391e-01 -1.80877653e-01 -1.32892065e-01
-1.39081790e-01 -2.87389990e-01]
[ 2.37082043e-02 -5.83730542e-02 -1.18269140e-01 -5.40509896e-02
2.44375313e-01 4.10278809e-02 -6.71514934e-03 -1.84445614e-01
3.42517539e-02 2.08685090e-01]
[ 2.56106170e-03 -5.04353607e-02 -6.60143670e-02 -4.83212032e-02
-2.57847432e-02 -1.77254511e-01 8.41576859e-02 1.02974099e-02
3.92828258e-02 8.76829725e-03]
[ 3.03218060e-02 7.17988923e-02 2.44956090e-01 7.62313054e-02
-2.33155517e-01 -1.35223625e-01 1.10234367e-01 3.97763270e-02
-1.84026638e-01 1.10057011e-01]
[ 7.38946881e-02 3.51910400e-02 1.08831158e-01 1.11100503e-02
-2.48615502e-01 6.81400517e-02 6.23453689e-02 -2.70463298e-01
-1.44719734e-02 -8.49972995e-02]
[ -1.06448753e-02 9.02235865e-02 8.47725019e-02 -2.86260079e-02
-4.10211368e-02 1.80826326e-01 9.99590890e-02 1.18637122e-01
-2.03708844e-02 1.74737960e-01]
[ 2.14220645e-01 4.97040102e-02 2.58212402e-02 7.25460285e-02
7.24806509e-02 -2.01311119e-02 -1.43567837e-01 1.47882319e-01
-6.11157404e-02 -2.83500419e-02]
[ 3.77614901e-02 -2.54633166e-02 1.50269890e-02 3.47752726e-02
-3.86642801e-01 -1.21052534e-01 -1.92625704e-01 4.08648103e-02
1.15030644e-01 1.88290679e-01]
[ 4.00330512e-02 5.15990708e-01 1.19899751e-01 4.07220701e-01
-1.07818887e+00 -3.03495225e-01 -6.09466338e-01 -7.29083438e-02
2.82332316e-01 3.26473394e-01]
[ 1.78998391e-01 5.08145750e-01 6.48213450e-02 4.20549437e-01
-8.63237257e-01 -8.38205642e-02 -4.49101390e-01 1.51025798e-01
2.06616224e-01 4.86736355e-01]
[ 2.57845132e-01 2.99911903e-01 2.46271952e-01 1.45572299e-01
-4.08562449e-01 8.08022021e-02 -2.09254301e-01 1.62707142e-01
2.38178126e-01 7.67940818e-02]
[ -7.31519976e-02 2.18272261e-01 2.41958673e-01 1.71270980e-02
-3.74203158e-02 1.30657822e-01 -9.79693738e-02 -1.50470143e-02
-3.25494732e-02 5.13575189e-02]
[ -9.45002174e-02 4.77845379e-04 2.66270328e-02 9.84969590e-02
-6.45049619e-02 1.14570650e-01 2.48595179e-01 2.05964523e-02
-2.70818990e-01 -8.81799410e-02]
[ -2.18883936e-01 -2.14482078e-02 -9.26325893e-02 -3.42554545e-01
1.77330423e-01 1.19285814e-01 1.00598981e-01 1.03620926e-01
-2.06200913e-01 3.36602085e-02]
[ 1.09392069e-02 -3.76331099e-01 -1.27113759e-01 -1.61399503e-01
3.71555673e-01 2.60478881e-02 1.74960886e-01 1.52571398e-01
-1.64951180e-01 -2.20681298e-01]
[ 1.40680612e-01 -1.86365674e-01 -1.42144191e-01 1.50089704e-03
8.40400226e-02 -5.88860933e-02 2.26558170e-02 -1.49643384e-01
1.33344237e-01 -1.17005557e-01]
[ -1.17343479e-01 1.12038877e-01 2.61458084e-01 -1.42742966e-02
1.64941897e-01 8.41500352e-02 1.16094503e-02 -2.98034196e-01
-1.15416356e-01 -5.87233116e-02]
[ -3.50192116e-01 5.97891337e-02 1.22307378e-02 -3.08122473e-02
1.55692079e-01 -1.71356201e-01 -1.39621412e-02 2.34608404e-01
-9.12307761e-02 7.38486268e-02]
[ 1.45157336e-01 5.78024416e-02 -2.37649366e-01 -9.18471804e-02
1.32025736e-01 -2.93787685e-01 4.45010774e-02 -1.68251297e-01
-4.08427267e-03 -1.93592954e-01]
[ 2.07151372e-01 -1.68824316e-01 6.14720336e-02 -2.88933263e-02
1.01015070e-01 -3.17224776e-02 2.36978561e-02 -1.37203346e-01
1.07907869e-01 -1.86321447e-01]
[ -1.07570138e-01 -6.04748560e-02 1.20014227e-01 1.04937669e-01
5.51546182e-02 -1.11716938e-01 2.54279594e-01 -7.78556352e-02
1.81261469e-01 -7.65818004e-03]
[ 4.06948020e-03 -1.67215292e-01 2.05215215e-01 -2.36283889e-01
3.88519321e-03 1.12400092e-01 4.87119950e-02 -1.15369417e-01
2.86471410e-02 2.29516920e-01]]
[[ 0.62097445]
[ 1.54391464]
[ 0.28385592]
[ 0.87243017]
[-2.62728747]
[-0.25380754]
[-1.55672423]
[ 0.07382659]
[ 0.68734459]
[ 0.90635197]]
Progress: 27.5% ... Training loss: 0.300 ... Validation loss: 0.469[[ 1.63394311e-01 2.10947778e-01 -1.06985709e-01 1.11521481e-01
-5.30678510e-01 -7.21022711e-02 -5.92894056e-02 1.22915939e-01
-6.23494758e-02 1.88104396e-01]
[ 1.14345099e-02 1.53809357e-01 -2.08873508e-02 3.91109367e-02
1.05368312e-01 -4.85275294e-03 3.12986453e-01 4.10239031e-02
1.37409959e-01 -3.23317577e-02]
[ 1.78529045e-01 5.54346538e-01 1.34512155e-02 1.61233949e-03
3.08689949e-01 -3.18124008e-02 -6.32422894e-01 -3.85969842e-02
6.32592354e-02 2.84846710e-01]
[ -2.04120339e-03 -2.99306255e-01 -2.25813158e-01 7.26227449e-02
-4.12636125e-02 1.53928394e-01 1.25436905e-01 5.78417267e-02
4.68839211e-02 1.72877495e-01]
[ -8.67655434e-03 1.39215806e-01 -1.45714376e-01 4.47142168e-02
5.56845250e-02 -1.81468544e-01 5.21998073e-02 -1.18764915e-01
-1.84757730e-01 -8.38735195e-03]
[ -3.64465111e-01 -4.81610290e-01 -2.90264048e-01 1.64354518e-01
1.06817632e-01 4.09767248e-02 1.73190840e-01 -3.60603106e-02
-6.93125964e-03 1.12300763e-02]
[ -6.40254782e-03 -1.99106457e-01 8.81207070e-03 8.70483304e-02
-1.24094810e-03 -7.01349746e-02 1.82163289e-01 -1.90507650e-01
1.87116486e-01 2.64354732e-02]
[ 1.13087727e-01 -2.34223656e-01 3.43746329e-02 -6.80427144e-02
1.00993997e-01 -4.77162103e-02 6.83760387e-02 1.20627311e-01
7.92964885e-02 -2.36061814e-02]
[ -1.73489079e-01 -1.11408578e-01 -3.05087484e-01 -2.40877634e-02
3.05772751e-03 7.01910638e-02 -1.77067246e-01 -2.87364883e-02
2.58557907e-01 -1.31661365e-01]
[ 6.73578888e-02 -3.25858411e-01 9.45971954e-02 4.49131410e-02
4.14076960e-02 -1.19616607e-01 1.17031565e-01 -1.01195024e-01
2.88544002e-02 1.25916064e-01]
[ -8.75858750e-02 -1.23425499e-03 -3.14049413e-03 -1.59384742e-01
5.04859153e-02 2.34869581e-02 1.51915064e-01 -1.03224352e-01
-2.48361910e-02 -1.36411298e-01]
[ -1.17747681e-01 -1.03868195e-01 -7.11712347e-02 -9.94321800e-03
3.85467913e-01 1.02535511e-01 6.58632529e-02 -1.63465293e-02
-1.73193229e-01 -2.15877705e-01]
[ -1.56450021e-01 5.22730026e-03 6.21736137e-02 2.24536097e-02
-1.73961743e-01 -2.19982265e-01 -1.79225683e-01 -1.96963308e-01
8.76352615e-02 1.74907295e-01]
[ -2.44373942e-01 -2.51503891e-01 1.09867745e-01 2.51870654e-01
-9.16782250e-02 -7.62276490e-02 -1.27434274e-02 -2.56881882e-01
-2.32714531e-01 -3.28039111e-02]
[ 1.13003570e-01 -1.11957719e-01 -1.85228781e-02 1.24565165e-01
-2.26679238e-02 -8.86832903e-02 1.70160389e-01 3.88367260e-03
3.33947506e-02 1.82303893e-02]
[ 3.98563410e-02 -6.35591871e-02 -2.10241838e-01 1.52884993e-01
-4.75948176e-02 8.45467711e-02 -7.06475116e-02 -1.96595190e-02
-8.91725962e-02 -1.88052162e-03]
[ -1.21824011e-01 -6.57966602e-02 -2.03148178e-01 1.55144861e-01
-2.32512789e-03 1.34620248e-01 1.03208653e-02 -2.50212564e-01
6.86833668e-02 -2.00970357e-01]
[ -7.49717483e-02 -4.88909387e-02 2.73511015e-01 9.04793667e-02
1.43664215e-01 -5.88268678e-02 -1.13078376e-01 1.20140713e-01
6.57128720e-02 2.51168189e-02]
[ 5.30622590e-02 -3.22375310e-02 8.67911287e-02 8.51442661e-02
7.46846710e-02 -1.63717282e-02 2.42687474e-01 1.20492747e-01
-3.32505990e-02 -6.80321504e-02]
[ 1.21257290e-02 -1.39077807e-01 -2.89052816e-01 -4.42855970e-02
1.73648403e-01 -9.33426113e-02 1.54816563e-01 1.64321447e-01
1.12607788e-01 -2.37240669e-02]
[ 4.95204017e-02 -1.08336236e-02 -1.17247273e-01 4.23933390e-02
-8.26601322e-02 3.22833748e-01 2.61587693e-01 2.04941865e-01
-1.62542736e-01 -6.22044793e-02]
[ -9.87374942e-04 -2.61422392e-02 1.20459822e-01 9.96810704e-02
1.20001265e-02 1.07416645e-01 -1.25196574e-01 -4.19036526e-02
2.07763413e-01 7.17304139e-02]
[ 1.09388218e-01 7.72936398e-02 -4.67132316e-02 -1.00476286e-01
-9.95220176e-02 -3.29987120e-01 1.10712720e-01 8.64614737e-03
1.41806201e-01 8.94533908e-02]
[ -1.00524005e-01 -2.15139214e-03 -1.59886438e-02 2.09689616e-02
1.43978337e-02 -2.03039894e-01 -8.43948035e-02 -1.99544958e-02
1.41480510e-02 1.26424001e-01]
[ -1.45597766e-01 -7.76811991e-02 -1.97774116e-01 -4.52312358e-03
-2.65138865e-01 -4.40979970e-03 -1.47526012e-03 -2.37461821e-02
2.52720700e-03 6.06875831e-02]
[ -3.08908666e-02 -8.07510615e-02 -7.50102100e-02 -1.28647603e-01
5.35048876e-01 2.76480600e-01 5.53273213e-01 1.13009114e-01
-1.82769775e-01 -3.76756026e-01]
[ -1.65454494e-02 -3.72825812e-01 -3.00625216e-02 -7.40225034e-02
6.62159545e-01 1.01263579e-01 5.10556662e-01 9.14301615e-02
2.85048617e-02 -3.82934011e-01]
[ 1.15124195e-02 -4.27038506e-01 -4.30167725e-02 -1.07380140e-01
6.78439061e-01 2.36968147e-02 4.77730482e-01 4.87528233e-02
-3.63312133e-01 -2.17696306e-01]
[ -1.64278179e-01 -5.67706650e-01 -6.96757224e-03 -1.96298717e-01
7.47845036e-01 -9.26035194e-02 5.96730864e-01 -8.21948424e-02
-6.23378135e-02 8.85347842e-02]
[ -2.86490872e-01 -3.74273424e-01 5.78096101e-02 -4.19277348e-02
9.05512614e-01 1.40683709e-01 3.94637730e-01 4.81031202e-02
-8.47304263e-02 -1.30536568e-01]
[ -1.98853433e-01 -2.78318540e-01 2.52953409e-01 -2.38061406e-01
6.48225192e-01 -4.58225040e-02 6.63086514e-01 1.35326605e-02
-2.52670086e-01 -2.38681259e-02]
[ -1.24322344e-01 -2.04668125e-01 -1.78381413e-01 -9.47353833e-02
4.69262617e-01 -2.32077826e-01 1.60282951e-01 1.69558895e-01
-4.29307736e-03 -1.12718044e-01]
[ 1.17102726e-01 2.53260128e-01 1.66705064e-01 -8.24571327e-02
-1.05010072e-01 4.72030779e-02 -1.60988037e-01 2.83867232e-01
8.14748545e-02 1.83576141e-01]
[ 3.46880537e-01 3.10180287e-01 -8.43646047e-02 3.11426275e-01
-8.84378170e-01 -2.86582969e-01 -4.66880457e-01 1.77377743e-01
3.78286020e-01 -3.86980333e-02]
[ 4.75993361e-02 1.42493304e-01 2.53155691e-01 2.51433909e-01
-6.16487372e-02 -1.96065650e-01 -1.80912511e-01 -1.32891338e-01
-1.39074131e-01 -2.87405946e-01]
[ 2.32119512e-02 -5.95042466e-02 -1.18489315e-01 -5.47633569e-02
2.46312259e-01 4.12317218e-02 -5.50685255e-03 -1.84505538e-01
3.37017197e-02 2.07980326e-01]
[ 2.18163223e-03 -5.11682013e-02 -6.61811588e-02 -4.88595043e-02
-2.44118395e-02 -1.77135431e-01 8.50191249e-02 1.02520398e-02
3.88713510e-02 8.21966842e-03]
[ 2.97029077e-02 7.04042582e-02 2.44689700e-01 7.53315053e-02
-2.30688223e-01 -1.34977846e-01 1.11515690e-01 3.97014244e-02
-1.84719354e-01 1.09206569e-01]
[ 7.38457018e-02 3.51429458e-02 1.08813514e-01 1.10496803e-02
-2.48380451e-01 6.81530632e-02 6.24085965e-02 -2.70468704e-01
-1.45570573e-02 -8.50131571e-02]
[ -1.10661137e-02 8.94431202e-02 8.45866409e-02 -2.92394781e-02
-3.91896024e-02 1.80996446e-01 1.00880570e-01 1.18584752e-01
-2.08422780e-02 1.74145823e-01]
[ 2.14443437e-01 5.02779599e-02 2.59147811e-02 7.28332639e-02
7.14957172e-02 -2.02243313e-02 -1.44116610e-01 1.47910904e-01
-6.08508754e-02 -2.80285791e-02]
[ 3.78885423e-02 -2.52303384e-02 1.50911789e-02 3.49651697e-02
-3.87097848e-01 -1.21105248e-01 -1.92814548e-01 4.08796151e-02
1.15140335e-01 1.88425023e-01]
[ 3.95043090e-02 5.14793855e-01 1.19653532e-01 4.06495380e-01
-1.07658197e+00 -3.03269799e-01 -6.08465410e-01 -7.29730145e-02
2.81754770e-01 3.25734600e-01]
[ 1.77813611e-01 5.05070742e-01 6.42830813e-02 4.19017023e-01
-8.58943009e-01 -8.33410935e-02 -4.46143064e-01 1.50884967e-01
2.05393337e-01 4.85064644e-01]
[ 2.57438630e-01 2.98939336e-01 2.46088759e-01 1.44965156e-01
-4.06800813e-01 8.09761027e-02 -2.08326040e-01 1.62656003e-01
2.37733269e-01 7.62159983e-02]
[ -7.36405194e-02 2.17147679e-01 2.41737158e-01 1.64077825e-02
-3.52350538e-02 1.30870923e-01 -9.68085492e-02 -1.51085979e-02
-3.31033665e-02 5.06536759e-02]
[ -9.42824423e-02 1.07669654e-03 2.67310334e-02 9.88007147e-02
-6.54571834e-02 1.14482182e-01 2.47984118e-01 2.06235228e-02
-2.70565379e-01 -8.78595684e-02]
[ -2.18871684e-01 -2.14174388e-02 -9.26273053e-02 -3.42538436e-01
1.77283698e-01 1.19280773e-01 1.00568124e-01 1.03622397e-01
-2.06187232e-01 3.36774162e-02]
[ 1.05757853e-02 -3.77245688e-01 -1.27279774e-01 -1.61905570e-01
3.73008672e-01 2.61965663e-02 1.75923766e-01 1.52533162e-01
-1.65366233e-01 -2.21211306e-01]
[ 1.40131118e-01 -1.87446980e-01 -1.42355499e-01 9.01064755e-04
8.51917260e-02 -5.86910008e-02 2.37481157e-02 -1.49703017e-01
1.32824559e-01 -1.17714037e-01]
[ -1.18371849e-01 1.09699827e-01 2.60969335e-01 -1.56590796e-02
1.68598559e-01 8.45493511e-02 1.41630393e-02 -2.98149799e-01
-1.16570725e-01 -6.02727717e-02]
[ -3.52337912e-01 5.49459672e-02 1.12644429e-02 -3.38343632e-02
1.64465084e-01 -1.70542214e-01 -9.01874740e-03 2.34356649e-01
-9.36178776e-02 7.08155271e-02]
[ 1.45420603e-01 5.82567285e-02 -2.37501257e-01 -9.14640531e-02
1.30669799e-01 -2.93911039e-01 4.39410912e-02 -1.68216436e-01
-3.73068982e-03 -1.93221863e-01]
[ 2.06801465e-01 -1.70172452e-01 6.12944032e-02 -2.93998150e-02
1.02515334e-01 -3.15597971e-02 2.49062544e-02 -1.37249644e-01
1.07527719e-01 -1.86890299e-01]
[ -1.08332001e-01 -6.20877482e-02 1.19671768e-01 1.03789950e-01
5.87974154e-02 -1.11376237e-01 2.56081101e-01 -7.79474694e-02
1.80390481e-01 -8.73942846e-03]
[ 2.00417250e-03 -1.72095734e-01 2.04293246e-01 -2.39233281e-01
1.19251512e-02 1.13240345e-01 5.36754787e-02 -1.15619258e-01
2.64314534e-02 2.26784240e-01]]
[[ 0.59732677]
[ 1.52140763]
[ 0.26168008]
[ 0.84928222]
[-2.64713315]
[-0.27300467]
[-1.57641291]
[ 0.05095426]
[ 0.66290073]
[ 0.87889579]]
Progress: 27.6% ... Training loss: 0.292 ... Validation loss: 0.462[[ 1.62645669e-01 2.09115172e-01 -1.07241269e-01 1.10791643e-01
-5.28282929e-01 -7.17950096e-02 -5.71273577e-02 1.22879414e-01
-6.30885926e-02 1.87225046e-01]
[ 1.14054082e-02 1.53682407e-01 -2.08893980e-02 3.91322480e-02
1.05264700e-01 -4.85880252e-03 3.13219706e-01 4.10246901e-02
1.37399862e-01 -3.23381026e-02]
[ 1.76523553e-01 5.52454491e-01 1.26346846e-02 -1.67711811e-03
3.18335815e-01 -3.07025570e-02 -6.29333935e-01 -3.87764339e-02
6.07915297e-02 2.81679021e-01]
[ 6.91272348e-04 -2.95358754e-01 -2.24785125e-01 7.63075288e-02
-5.10586495e-02 1.52723806e-01 1.20507828e-01 5.80536139e-02
4.98283857e-02 1.76837333e-01]
[ -9.78112769e-03 1.36856901e-01 -1.46254157e-01 4.30035330e-02
6.06383701e-02 -1.81067919e-01 5.46461688e-02 -1.18873179e-01
-1.85981173e-01 -1.00392285e-02]
[ -3.63444318e-01 -4.80852077e-01 -2.89760461e-01 1.66231532e-01
1.00555498e-01 4.03947403e-02 1.72296620e-01 -3.59523653e-02
-5.60725621e-03 1.29830854e-02]
[ -6.49733526e-03 -1.99825037e-01 8.79721315e-03 8.69978263e-02
-1.20235960e-03 -7.01231462e-02 1.82494704e-01 -1.90500132e-01
1.87128383e-01 2.64446931e-02]
[ 1.12241053e-01 -2.36251340e-01 3.40702079e-02 -6.91705877e-02
1.04039622e-01 -4.73246388e-02 7.10066186e-02 1.20565918e-01
7.83608892e-02 -2.48680498e-02]
[ -1.72465244e-01 -1.09166758e-01 -3.04659913e-01 -2.26029330e-02
-1.87316747e-04 6.97311471e-02 -1.79432704e-01 -2.86504216e-02
2.59643855e-01 -1.30170197e-01]
[ 6.83299302e-02 -3.24327867e-01 9.51654976e-02 4.67859600e-02
3.52178079e-02 -1.20187231e-01 1.15512548e-01 -1.01076803e-01
3.01613316e-02 1.27660522e-01]
[ -8.77370922e-02 -2.77783143e-03 -3.24540550e-03 -1.59598132e-01
5.17524396e-02 2.35940909e-02 1.53333529e-01 -1.03236978e-01
-2.50311944e-02 -1.36686663e-01]
[ -1.17465339e-01 -1.03601394e-01 -7.10227494e-02 -9.41917972e-03
3.83968312e-01 1.02360502e-01 6.56661224e-02 -1.63119878e-02
-1.72818908e-01 -2.15355268e-01]
[ -1.56450021e-01 5.22730026e-03 6.21736137e-02 2.24536097e-02
-1.73961743e-01 -2.19982265e-01 -1.79225683e-01 -1.96963308e-01
8.76352615e-02 1.74907295e-01]
[ -2.44557365e-01 -2.52183212e-01 1.09839076e-01 2.51838393e-01
-9.22838626e-02 -7.61981546e-02 -1.20438322e-02 -2.56888754e-01
-2.32825056e-01 -3.29853678e-02]
[ 1.13564229e-01 -1.11307083e-01 -1.82664283e-02 1.25472266e-01
-2.53930272e-02 -8.89720969e-02 1.69497047e-01 3.93807181e-03
3.40723800e-02 1.91267760e-02]
[ 4.05648025e-02 -6.27333056e-02 -2.09952091e-01 1.53980186e-01
-5.08228696e-02 8.41869899e-02 -7.17239231e-02 -1.95928948e-02
-8.83200423e-02 -7.42371282e-04]
[ -1.22416099e-01 -6.74393683e-02 -2.03411684e-01 1.54328570e-01
9.11958091e-05 1.34866702e-01 1.19182547e-02 -2.50256421e-01
6.80295813e-02 -2.01808602e-01]
[ -7.48651180e-02 -4.87762463e-02 2.73578559e-01 9.06494162e-02
1.43083693e-01 -5.88764346e-02 -1.13267944e-01 1.20152058e-01
6.58431003e-02 2.53293220e-02]
[ 5.35819019e-02 -3.09937328e-02 8.70440276e-02 8.59136619e-02
7.24997884e-02 -1.66079716e-02 2.41217130e-01 1.20542587e-01
-3.26105977e-02 -6.72214820e-02]
[ 1.28678552e-02 -1.37145116e-01 -2.88655685e-01 -4.30034470e-02
1.69801724e-01 -9.36952687e-02 1.53281336e-01 1.64399143e-01
1.13477163e-01 -2.25116880e-02]
[ 4.87112919e-02 -1.28609931e-02 -1.17604096e-01 4.11360354e-02
-7.91651070e-02 3.23229142e-01 2.63765546e-01 2.04871665e-01
-1.63496328e-01 -6.35526308e-02]
[ -1.73771344e-03 -2.80379856e-02 1.20131064e-01 9.85905789e-02
1.50970603e-02 1.07749239e-01 -1.23187133e-01 -4.19682370e-02
2.06954106e-01 7.06514688e-02]
[ 1.09547363e-01 7.76919141e-02 -4.66656376e-02 -1.00242697e-01
-9.92651811e-02 -3.30053329e-01 1.10286662e-01 8.65764321e-03
1.41934650e-01 8.97012163e-02]
[ -1.00142705e-01 -1.17368601e-03 -1.58229501e-02 2.15059587e-02
1.27033688e-02 -2.03205995e-01 -8.53644441e-02 -1.99244026e-02
1.45698507e-02 1.26986416e-01]
[ -1.45337605e-01 -7.73259650e-02 -1.97661544e-01 -4.13778315e-03
-2.65961608e-01 -4.53287130e-03 -1.92663032e-03 -2.37220244e-02
2.82062918e-03 6.10455823e-02]
[ -3.03293706e-02 -7.96920223e-02 -7.47652028e-02 -1.27833852e-01
5.32650192e-01 2.76232554e-01 5.52155153e-01 1.13059224e-01
-1.82122152e-01 -3.75915294e-01]
[ -1.63883144e-02 -3.72581199e-01 -2.99941440e-02 -7.37999116e-02
6.61574752e-01 1.01191445e-01 5.10224493e-01 9.14435553e-02
2.86704993e-02 -3.82711010e-01]
[ 1.18735138e-02 -4.26704239e-01 -4.28616887e-02 -1.06827347e-01
6.76854859e-01 2.35272747e-02 4.77199369e-01 4.87867959e-02
-3.62874094e-01 -2.17120145e-01]
[ -1.64417334e-01 -5.68174293e-01 -7.02617158e-03 -1.96490242e-01
7.48396375e-01 -9.25476885e-02 5.97094277e-01 -8.22045400e-02
-6.24872123e-02 8.83449906e-02]
[ -2.86395350e-01 -3.74558488e-01 5.78877402e-02 -4.16671627e-02
9.04580080e-01 1.40588433e-01 3.94877358e-01 4.81185920e-02
-8.45460659e-02 -1.30283391e-01]
[ -1.99029044e-01 -2.79055638e-01 2.52882864e-01 -2.38290265e-01
6.48872279e-01 -4.57480868e-02 6.63822647e-01 1.35186201e-02
-2.52852913e-01 -2.41048867e-02]
[ -1.24533883e-01 -2.05495992e-01 -1.78478117e-01 -9.50168837e-02
4.70009278e-01 -2.32004271e-01 1.61027584e-01 1.69542196e-01
-4.50881359e-03 -1.13006789e-01]
[ 1.17219153e-01 2.53550308e-01 1.66759332e-01 -8.22857851e-02
-1.05474108e-01 4.71367166e-02 -1.61249519e-01 2.83879844e-01
8.15976848e-02 1.83766722e-01]
[ 3.46889812e-01 3.09899853e-01 -8.43963206e-02 3.11359568e-01
-8.82960673e-01 -2.86534017e-01 -4.66690852e-01 1.77370774e-01
3.78208549e-01 -3.88120597e-02]
[ 4.75566443e-02 1.42400048e-01 2.53139865e-01 2.51393276e-01
-6.15333796e-02 -1.96058291e-01 -1.80794079e-01 -1.32892098e-01
-1.39116375e-01 -2.87435603e-01]
[ 2.35540328e-02 -5.87634333e-02 -1.18342017e-01 -5.42313575e-02
2.44569564e-01 4.10590387e-02 -6.35852233e-03 -1.84474054e-01
3.41332398e-02 2.08466828e-01]
[ 2.19394427e-03 -5.10739502e-02 -6.61781613e-02 -4.88583924e-02
-2.43427213e-02 -1.77144652e-01 8.49384214e-02 1.02521863e-02
3.88633351e-02 8.22227573e-03]
[ 2.92867190e-02 6.94628327e-02 2.44509289e-01 7.47350056e-02
-2.29044345e-01 -1.34796441e-01 1.12538643e-01 3.96662703e-02
-1.85190653e-01 1.08597390e-01]
[ 7.38104788e-02 3.50680384e-02 1.08793643e-01 1.09936689e-02
-2.48314895e-01 6.81753093e-02 6.24885121e-02 -2.70473961e-01
-1.45985665e-02 -8.50708337e-02]
[ -1.10381090e-02 8.95116991e-02 8.46010352e-02 -2.91933777e-02
-3.93355957e-02 1.80982889e-01 1.00825099e-01 1.18587563e-01
-2.08084002e-02 1.74193527e-01]
[ 2.14077158e-01 4.94302297e-02 2.57449120e-02 7.22677630e-02
7.31901684e-02 -2.00467626e-02 -1.43190951e-01 1.47878494e-01
-6.12894845e-02 -2.86051687e-02]
[ 3.80624751e-02 -2.47717339e-02 1.51690234e-02 3.52221307e-02
-3.87891615e-01 -1.21180676e-01 -1.93262272e-01 4.08948873e-02
1.15340875e-01 1.88684183e-01]
[ 4.01488759e-02 5.16208479e-01 1.19980137e-01 4.07544600e-01
-1.07970619e+00 -3.03551922e-01 -6.09608411e-01 -7.29081609e-02
2.82492679e-01 3.26759576e-01]
[ 1.77773150e-01 5.04971827e-01 6.42863549e-02 4.19039614e-01
-8.59596642e-01 -8.33323719e-02 -4.46103654e-01 1.50888582e-01
2.05418248e-01 4.85050413e-01]
[ 2.57589087e-01 2.99642036e-01 2.46186448e-01 1.45327626e-01
-4.08103058e-01 8.08752974e-02 -2.08853382e-01 1.62675912e-01
2.37943493e-01 7.65075821e-02]
[ -7.40184095e-02 2.16257052e-01 2.41581113e-01 1.58638807e-02
-3.34215971e-02 1.31047034e-01 -9.58590514e-02 -1.51414002e-02
-3.35323935e-02 5.01181797e-02]
[ -9.40423252e-02 1.51763800e-03 2.68623670e-02 9.92037938e-02
-6.67815788e-02 1.14352312e-01 2.47447627e-01 2.06478299e-02
-2.70264507e-01 -8.74752574e-02]
[ -2.18848160e-01 -2.13778680e-02 -9.26134672e-02 -3.42465246e-01
1.77124967e-01 1.19245875e-01 1.00698805e-01 1.03628637e-01
-2.06135605e-01 3.37401900e-02]
[ 1.05680467e-02 -3.77335135e-01 -1.27284452e-01 -1.61918743e-01
3.73031232e-01 2.62018432e-02 1.75971349e-01 1.52532890e-01
-1.65373820e-01 -2.21210891e-01]
[ 1.40072379e-01 -1.87717305e-01 -1.42367164e-01 8.95026350e-04
8.52293105e-02 -5.86689298e-02 2.40726439e-02 -1.49705598e-01
1.32743646e-01 -1.17785013e-01]
[ -1.18479915e-01 1.08975335e-01 2.60970470e-01 -1.56036447e-02
1.68708406e-01 8.45196810e-02 1.48787116e-02 -2.98145825e-01
-1.16605259e-01 -6.03106526e-02]
[ -3.52226000e-01 5.52107048e-02 1.12963065e-02 -3.36630267e-02
1.64707346e-01 -1.70581890e-01 -9.25883015e-03 2.34367443e-01
-9.35393604e-02 7.10294849e-02]
[ 1.46141141e-01 5.94068005e-02 -2.37149191e-01 -9.02389197e-02
1.27144860e-01 -2.94261136e-01 4.29233465e-02 -1.68139918e-01
-2.91432081e-03 -1.92051524e-01]
[ 2.07224516e-01 -1.69682896e-01 6.15110713e-02 -2.87724354e-02
1.00548465e-01 -3.17738037e-02 2.41320555e-02 -1.37207104e-01
1.08078107e-01 -1.86268562e-01]
[ -1.07843933e-01 -6.15656874e-02 1.19882091e-01 1.04509984e-01
5.66504939e-02 -1.11610755e-01 2.55403727e-01 -7.79005291e-02
1.80976290e-01 -7.96534785e-03]
[ 1.53057331e-03 -1.73273574e-01 2.04104731e-01 -2.39843094e-01
1.27512212e-02 1.13447741e-01 5.50469964e-02 -1.15657307e-01
2.60020652e-02 2.26104512e-01]]
[[ 0.60125386]
[ 1.52284289]
[ 0.26444663]
[ 0.85577318]
[-2.64192114]
[-0.26777931]
[-1.56827185]
[ 0.05646047]
[ 0.66941091]
[ 0.88349296]]
Progress: 27.6% ... Training loss: 0.291 ... Validation loss: 0.465[[ 1.65377234e-01 2.16306427e-01 -1.05932614e-01 1.14799324e-01
-5.38960720e-01 -7.30776004e-02 -6.33675717e-02 1.23154570e-01
-6.01087618e-02 1.91163397e-01]
[ 1.12249838e-02 1.53267681e-01 -2.09813007e-02 3.88487053e-02
1.06146298e-01 -4.77406906e-03 3.13646467e-01 4.10068410e-02
1.37173046e-01 -3.26316116e-02]
[ 1.77999226e-01 5.58974746e-01 1.30980453e-02 -6.65529279e-05
3.12748350e-01 -3.12020897e-02 -6.34843981e-01 -3.86499879e-02
6.20935238e-02 2.83583233e-01]
[ -5.79597217e-04 -2.96945100e-01 -2.25161044e-01 7.50059014e-02
-4.67234268e-02 1.53178713e-01 1.22854457e-01 5.79758253e-02
4.87052272e-02 1.75681276e-01]
[ -8.42993743e-03 1.39745046e-01 -1.45671048e-01 4.47248842e-02
5.46246476e-02 -1.81591769e-01 5.06746404e-02 -1.18764476e-01
-1.84712478e-01 -8.82541395e-03]
[ -3.63915037e-01 -4.82993841e-01 -2.89844138e-01 1.66010474e-01
1.00926689e-01 4.04699800e-02 1.74748449e-01 -3.59730773e-02
-5.94092316e-03 1.23481690e-02]
[ -4.38809979e-03 -1.95128138e-01 9.65228763e-03 8.98957372e-02
-9.16974712e-03 -7.09981300e-02 1.77534031e-01 -1.90311038e-01
1.89465181e-01 2.93106330e-02]
[ 1.14068104e-01 -2.31127157e-01 3.49307302e-02 -6.62868283e-02
9.55673502e-02 -4.82152570e-02 6.61277491e-02 1.20761349e-01
8.05116488e-02 -2.19800026e-02]
[ -1.71468326e-01 -1.07328765e-01 -3.04165947e-01 -2.11589757e-02
-3.83328918e-03 6.92336067e-02 -1.81100861e-01 -2.85461580e-02
2.60700268e-01 -1.28716192e-01]
[ 7.08906818e-02 -3.18114312e-01 9.63285103e-02 5.06208585e-02
2.45420701e-02 -1.21369789e-01 1.10499154e-01 -1.00826885e-01
3.30595294e-02 1.31202337e-01]
[ -8.65013043e-02 -1.02413658e-04 -2.62727460e-03 -1.57559448e-01
4.59307917e-02 2.29283451e-02 1.50378736e-01 -1.03090315e-01
-2.35024877e-02 -1.34669679e-01]
[ -1.16799392e-01 -1.02973057e-01 -7.06780077e-02 -8.28819295e-03
3.80751257e-01 1.02020903e-01 6.45784398e-02 -1.62404913e-02
-1.72035509e-01 -2.14340991e-01]
[ -1.56450021e-01 5.22730026e-03 6.21736137e-02 2.24536097e-02
-1.73961743e-01 -2.19982265e-01 -1.79225683e-01 -1.96963308e-01
8.76352615e-02 1.74907295e-01]
[ -2.44417523e-01 -2.51973695e-01 1.09968944e-01 2.52247085e-01
-9.33698995e-02 -7.63098983e-02 -1.20006096e-02 -2.56863922e-01
-2.32574637e-01 -3.27627864e-02]
[ 1.13910151e-01 -1.11337103e-01 -1.80774613e-02 1.26142722e-01
-2.72072433e-02 -8.91813301e-02 1.69403229e-01 3.97976843e-03
3.45565000e-02 1.96918607e-02]
[ 3.98446253e-02 -6.45246752e-02 -2.10252553e-01 1.53014949e-01
-4.84676868e-02 8.44736916e-02 -6.96954414e-02 -1.96579315e-02
-8.91139918e-02 -1.82331967e-03]
[ -1.21085316e-01 -6.43278994e-02 -2.02844366e-01 1.56175867e-01
-4.32110278e-03 1.34294170e-01 8.53145669e-03 -2.50142194e-01
6.94667843e-02 -1.99878648e-01]
[ -7.44444197e-02 -4.79765512e-02 2.73715708e-01 9.11780102e-02
1.41077615e-01 -5.90191769e-02 -1.14035344e-01 1.20191158e-01
6.63161903e-02 2.57688087e-02]
[ 5.38149044e-02 -3.04928454e-02 8.71530511e-02 8.62991303e-02
7.09760485e-02 -1.66947473e-02 2.40661991e-01 1.20569459e-01
-3.22807389e-02 -6.68539192e-02]
[ 1.36398801e-02 -1.34943866e-01 -2.88287383e-01 -4.18146827e-02
1.66514437e-01 -9.40749184e-02 1.51126660e-01 1.64479191e-01
1.14389478e-01 -2.13771185e-02]
[ 4.95437844e-02 -1.07448426e-02 -1.17223219e-01 4.24547794e-02
-8.28247339e-02 3.22816607e-01 2.61493159e-01 2.04960505e-01
-1.62558381e-01 -6.21911042e-02]
[ -3.30692986e-04 -2.44734538e-02 1.20791931e-01 1.00639565e-01
9.77744688e-03 1.07074764e-01 -1.25827292e-01 -4.18229675e-02
2.08425566e-01 7.27284732e-02]
[ 1.08995216e-01 7.64265989e-02 -4.68939077e-02 -1.01023838e-01
-9.67784176e-02 -3.29816968e-01 1.11604366e-01 8.60609988e-03
1.41326947e-01 8.88871130e-02]
[ -1.00073057e-01 -1.17179193e-03 -1.57932557e-02 2.16019333e-02
1.19373936e-02 -2.03239572e-01 -8.56083569e-02 -1.99202058e-02
1.46838207e-02 1.27081646e-01]
[ -1.45154229e-01 -7.72273451e-02 -1.97578991e-01 -3.87981237e-03
-2.66643123e-01 -4.62057346e-03 -2.25761815e-03 -2.37024497e-02
3.02220290e-03 6.13207106e-02]
[ -3.03995148e-02 -7.99110956e-02 -7.47957078e-02 -1.27935038e-01
5.33014433e-01 2.76261681e-01 5.52485640e-01 1.13051800e-01
-1.82189436e-01 -3.76044855e-01]
[ -1.63349423e-02 -3.72558877e-01 -2.99732710e-02 -7.37285720e-02
6.61584064e-01 1.01166804e-01 5.10142229e-01 9.14468989e-02
2.87179826e-02 -3.82653568e-01]
[ 1.21615590e-02 -4.26611533e-01 -4.26969411e-02 -1.06292062e-01
6.75266601e-01 2.33570207e-02 4.76980801e-01 4.88234155e-02
-3.62481072e-01 -2.16688737e-01]
[ -1.64571006e-01 -5.68397935e-01 -7.09652100e-03 -1.96719524e-01
7.49085647e-01 -9.24764294e-02 5.97475349e-01 -8.22195703e-02
-6.26487107e-02 8.81230769e-02]
[ -2.87328274e-01 -3.76732708e-01 5.74806277e-02 -4.29971790e-02
9.08024509e-01 1.41003193e-01 3.97322743e-01 4.80324793e-02
-8.55462791e-02 -1.31594639e-01]
[ -1.98525583e-01 -2.78465092e-01 2.53170481e-01 -2.37350985e-01
6.46049441e-01 -4.60373653e-02 6.63162137e-01 1.35782189e-02
-2.52128890e-01 -2.32062433e-02]
[ -1.24442776e-01 -2.05462739e-01 -1.78430232e-01 -9.48627223e-02
4.69585105e-01 -2.32048092e-01 1.60902194e-01 1.69552058e-01
-4.38784519e-03 -1.12848123e-01]
[ 1.17016032e-01 2.53701355e-01 1.66693708e-01 -8.24919997e-02
-1.05009413e-01 4.72216886e-02 -1.61069300e-01 2.83868705e-01
8.13924032e-02 1.83510134e-01]
[ 3.48770164e-01 3.15050170e-01 -8.34816260e-02 3.14255411e-01
-8.89995673e-01 -2.87468945e-01 -4.71499375e-01 1.77568925e-01
3.80262342e-01 -3.58013747e-02]
[ 4.73388090e-02 1.41710160e-01 2.53044075e-01 2.51092237e-01
-6.05226690e-02 -1.95962353e-01 -1.80217117e-01 -1.32911907e-01
-1.39362198e-01 -2.87760507e-01]
[ 2.35616096e-02 -5.88485967e-02 -1.18337647e-01 -5.42223577e-02
2.44517985e-01 4.10575801e-02 -6.34601137e-03 -1.84474578e-01
3.41465785e-02 2.08480549e-01]
[ 2.53118317e-03 -5.01422667e-02 -6.60280290e-02 -4.83784089e-02
-2.58520056e-02 -1.77282287e-01 8.39797617e-02 1.02781579e-02
3.92509700e-02 8.66383534e-03]
[ 3.04246771e-02 7.21204920e-02 2.44955204e-01 7.63748516e-02
-2.34006687e-01 -1.35315816e-01 1.09645105e-01 3.97754585e-02
-1.83998272e-01 1.10194424e-01]
[ 7.39760154e-02 3.55061571e-02 1.08867996e-01 1.12242269e-02
-2.49039063e-01 6.80991017e-02 6.20612606e-02 -2.70458658e-01
-1.44276388e-02 -8.48366531e-02]
[ -1.12178930e-02 8.91158930e-02 8.45203998e-02 -2.94545125e-02
-3.85434245e-02 1.81055085e-01 1.01288561e-01 1.18570511e-01
-2.10121806e-02 1.73926375e-01]
[ 2.13706620e-01 4.86290129e-02 2.55826884e-02 7.17384175e-02
7.47680743e-02 -1.98930861e-02 -1.42284616e-01 1.47844890e-01
-6.17123890e-02 -2.91419708e-02]
[ 3.85139707e-02 -2.36397356e-02 1.53467530e-02 3.58413812e-02
-3.89785900e-01 -1.21372357e-01 -1.94322026e-01 4.09343577e-02
1.15803166e-01 1.89305185e-01]
[ 3.98576471e-02 5.15253783e-01 1.19847770e-01 4.07141773e-01
-1.07884718e+00 -3.03424868e-01 -6.08857297e-01 -7.29401263e-02
2.82228447e-01 3.26358831e-01]
[ 1.79754301e-01 5.08916347e-01 6.51691539e-02 4.21818149e-01
-8.67488791e-01 -8.41725316e-02 -4.50086194e-01 1.51083489e-01
2.07617528e-01 4.87663752e-01]
[ 2.57195705e-01 2.98708353e-01 2.46011034e-01 1.44766076e-01
-4.06304954e-01 8.10383643e-02 -2.07809033e-01 1.62638512e-01
2.37516129e-01 7.59214571e-02]
[ -7.40605438e-02 2.16177075e-01 2.41562841e-01 1.58163571e-02
-3.33105276e-02 1.31065574e-01 -9.58397651e-02 -1.51454452e-02
-3.35742799e-02 5.00556335e-02]
[ -9.35215908e-02 2.80093697e-03 2.70789676e-02 9.99301945e-02
-6.90283477e-02 1.14127086e-01 2.46109574e-01 2.06948859e-02
-2.69691855e-01 -8.67447345e-02]
[ -2.18942196e-01 -2.15913534e-02 -9.26540165e-02 -3.42601844e-01
1.77541410e-01 1.19288902e-01 1.00932673e-01 1.03619168e-01
-2.06240476e-01 3.36099749e-02]
[ 1.05613033e-02 -3.77474442e-01 -1.27267441e-01 -1.61886939e-01
3.72930270e-01 2.61949904e-02 1.76125479e-01 1.52535069e-01
-1.65356174e-01 -2.21218219e-01]
[ 1.39458605e-01 -1.89177055e-01 -1.42607635e-01 2.16245192e-04
8.73310201e-02 -5.84482374e-02 2.58515486e-02 -1.49757913e-01
1.32162585e-01 -1.18661689e-01]
[ -1.17378232e-01 1.11453489e-01 2.61459735e-01 -1.40664648e-02
1.65022761e-01 8.40277329e-02 1.25112346e-02 -2.98041530e-01
-1.15415468e-01 -5.87427085e-02]
[ -3.51962437e-01 5.50723561e-02 1.14680054e-02 -3.31485880e-02
1.62685539e-01 -1.70723224e-01 -9.15524156e-03 2.34406048e-01
-9.31362963e-02 7.14082205e-02]
[ 1.47386133e-01 6.23405907e-02 -2.36543013e-01 -8.83077406e-02
1.22044635e-01 -2.94857081e-01 4.01118336e-02 -1.68007212e-01
-1.40877181e-03 -1.90208510e-01]
[ 2.08984411e-01 -1.65620385e-01 6.23227756e-02 -2.61644427e-02
9.40186217e-02 -3.25996033e-02 2.03130049e-02 -1.37028547e-01
1.09954158e-01 -1.83574752e-01]
[ -1.08025601e-01 -6.20541714e-02 1.19803269e-01 1.04295396e-01
5.71104495e-02 -1.11566637e-01 2.55865971e-01 -7.79137445e-02
1.80818588e-01 -8.23505763e-03]
[ 2.41836964e-03 -1.71144135e-01 2.04471064e-01 -2.38535946e-01
7.81263728e-03 1.13050054e-01 5.26444291e-02 -1.15577863e-01
2.69766770e-02 2.27340469e-01]]
[[ 0.62137861]
[ 1.54209935]
[ 0.28143079]
[ 0.87528118]
[-2.63038144]
[-0.25379772]
[-1.55362556]
[ 0.07227982]
[ 0.68839944]
[ 0.90187917]]
Progress: 27.6% ... Training loss: 0.296 ... Validation loss: 0.471[[ 1.63021559e-01 2.10779907e-01 -1.07008643e-01 1.11563519e-01
-5.29807397e-01 -7.20723477e-02 -5.74938671e-02 1.22887622e-01
-6.26423682e-02 1.87628236e-01]
[ 1.10221057e-02 1.52731835e-01 -2.10661921e-02 3.86097868e-02
1.06831477e-01 -4.69013123e-03 3.14033676e-01 4.09833397e-02
1.36948979e-01 -3.29452899e-02]
[ 1.78564333e-01 5.60109796e-01 1.31915727e-02 2.52384334e-04
3.12997766e-01 -3.13083377e-02 -6.35898472e-01 -3.85964436e-02
6.26022588e-02 2.83920589e-01]
[ -3.59905237e-03 -3.03252046e-01 -2.26383746e-01 7.07245799e-02
-3.47432394e-02 1.54380274e-01 1.29565091e-01 5.76063929e-02
4.51435531e-02 1.71577822e-01]
[ -7.98981446e-03 1.40270415e-01 -1.45502985e-01 4.53230637e-02
5.10183745e-02 -1.81554117e-01 4.92496984e-02 -1.18734765e-01
-1.84285083e-01 -8.26347785e-03]
[ -3.64964179e-01 -4.86183080e-01 -2.90260175e-01 1.64834744e-01
1.03527911e-01 4.08757923e-02 1.77758450e-01 -3.60881559e-02
-7.06828554e-03 1.09399370e-02]
[ -3.95342430e-03 -1.94074662e-01 9.84117277e-03 9.05697835e-02
-1.12180869e-02 -7.11725993e-02 1.76550466e-01 -1.90258288e-01
1.90010784e-01 2.98618614e-02]
[ 1.13596118e-01 -2.33130732e-01 3.46904691e-02 -6.70087173e-02
9.78294635e-02 -4.79935472e-02 6.79066265e-02 1.20709849e-01
8.00062863e-02 -2.27730536e-02]
[ -1.72517218e-01 -1.10092311e-01 -3.04631334e-01 -2.26899290e-02
6.98196802e-04 6.96582413e-02 -1.78415005e-01 -2.86690966e-02
2.59523167e-01 -1.30245922e-01]
[ 7.04224912e-02 -3.20576859e-01 9.61323591e-02 5.01216944e-02
2.57962528e-02 -1.21167766e-01 1.12650207e-01 -1.00875240e-01
3.26664426e-02 1.30464072e-01]
[ -8.82077085e-02 -4.33819341e-03 -3.40530889e-03 -1.59934196e-01
5.22219748e-02 2.36232908e-02 1.54558651e-01 -1.03287292e-01
-2.54519160e-02 -1.37216532e-01]
[ -1.16760142e-01 -1.03177613e-01 -7.06366214e-02 -8.16880768e-03
3.80552373e-01 1.02001621e-01 6.47386403e-02 -1.62319266e-02
-1.71957217e-01 -2.14235659e-01]
[ -1.56450021e-01 5.22730026e-03 6.21736137e-02 2.24536097e-02
-1.73961743e-01 -2.19982265e-01 -1.79225683e-01 -1.96963308e-01
8.76352615e-02 1.74907295e-01]
[ -2.44814852e-01 -2.53010942e-01 1.09794553e-01 2.51776979e-01
-9.27589436e-02 -7.61561318e-02 -1.08564388e-02 -2.56907185e-01
-2.32995186e-01 -3.33384800e-02]
[ 1.13635591e-01 -1.12413311e-01 -1.81836374e-02 1.25902823e-01
-2.65811332e-02 -8.90810639e-02 1.70063669e-01 3.95278651e-03
3.42695531e-02 1.93645673e-02]
[ 3.95530661e-02 -6.53464918e-02 -2.10361564e-01 1.52653036e-01
-4.72597277e-02 8.45766768e-02 -6.89257789e-02 -1.96876186e-02
-8.93861479e-02 -2.21733084e-03]
[ -1.20402648e-01 -6.28264551e-02 -2.02530094e-01 1.57152990e-01
-7.14188464e-03 1.34006701e-01 7.10585970e-03 -2.50064314e-01
7.02484896e-02 -1.98964253e-01]
[ -7.36995388e-02 -4.60379046e-02 2.74031027e-01 9.22688721e-02
1.37872326e-01 -5.93078997e-02 -1.15939702e-01 1.20278564e-01
6.71547372e-02 2.67473814e-02]
[ 5.32325964e-02 -3.26245490e-02 8.68845215e-02 8.54441055e-02
7.32778161e-02 -1.63939208e-02 2.42446061e-01 1.20499856e-01
-3.29174806e-02 -6.76420779e-02]
[ 1.29660244e-02 -1.36596333e-01 -2.88618296e-01 -4.28249391e-02
1.69145474e-01 -9.37883870e-02 1.52770481e-01 1.64395748e-01
1.13595671e-01 -2.23770328e-02]
[ 4.98096362e-02 -1.01662578e-02 -1.17092284e-01 4.28933943e-02
-8.35764353e-02 3.22657741e-01 2.61048050e-01 2.05002673e-01
-1.62212792e-01 -6.18187808e-02]
[ -1.39380478e-03 -2.70639098e-02 1.20323296e-01 9.90940605e-02
1.44065996e-02 1.07514640e-01 -1.23271260e-01 -4.19464670e-02
2.07253432e-01 7.11839645e-02]
[ 1.08593771e-01 7.53920316e-02 -4.70802243e-02 -1.01611384e-01
-9.51155491e-02 -3.29652372e-01 1.12662073e-01 8.55807892e-03
1.40869163e-01 8.82734722e-02]
[ -1.00107713e-01 -1.40871668e-03 -1.58077831e-02 2.15362759e-02
1.21306421e-02 -2.03225608e-01 -8.54492463e-02 -1.99248891e-02
1.46363026e-02 1.27017048e-01]
[ -1.45264149e-01 -7.75675134e-02 -1.97613817e-01 -4.00503260e-03
-2.66381968e-01 -4.57064036e-03 -1.76639894e-03 -2.37174888e-02
2.87977529e-03 6.11834529e-02]
[ -3.06159796e-02 -8.05175857e-02 -7.49039938e-02 -1.28282517e-01
5.33989598e-01 2.76362465e-01 5.53081593e-01 1.13023523e-01
-1.82462322e-01 -3.76399024e-01]
[ -1.66380747e-02 -3.73236479e-01 -3.01015927e-02 -7.41369299e-02
6.62708689e-01 1.01284731e-01 5.10963205e-01 9.14161820e-02
2.84142200e-02 -3.83092362e-01]
[ 1.22020767e-02 -4.26797210e-01 -4.26680173e-02 -1.06216461e-01
6.75054206e-01 2.33327370e-02 4.77039087e-01 4.88296115e-02
-3.62425361e-01 -2.16622168e-01]
[ -1.64449457e-01 -5.68278133e-01 -7.02794400e-03 -1.96504839e-01
7.48461108e-01 -9.25391535e-02 5.97309129e-01 -8.22022943e-02
-6.24775426e-02 8.83384893e-02]
[ -2.87539224e-01 -3.77444239e-01 5.73928967e-02 -4.32535796e-02
9.08655508e-01 1.41070551e-01 3.97984325e-01 4.80123734e-02
-8.57344595e-02 -1.31871623e-01]
[ -1.99121277e-01 -2.80029582e-01 2.52948354e-01 -2.38113946e-01
6.48351992e-01 -4.58059516e-02 6.64686888e-01 1.35146162e-02
-2.52744457e-01 -2.39337081e-02]
[ -1.24703767e-01 -2.06089404e-01 -1.78546267e-01 -9.52111242e-02
4.70654908e-01 -2.31939498e-01 1.61567539e-01 1.69523215e-01
-4.66758674e-03 -1.13210263e-01]
[ 1.16566574e-01 2.52666885e-01 1.66509133e-01 -8.31554866e-02
-1.03022982e-01 4.74174311e-02 -1.59919289e-01 2.83813805e-01
8.08875821e-02 1.82931845e-01]
[ 3.49081630e-01 3.15930451e-01 -8.33158614e-02 3.14735331e-01
-8.91227135e-01 -2.87616642e-01 -4.72354590e-01 1.77609121e-01
3.80627843e-01 -3.53095222e-02]
[ 4.73549035e-02 1.41736037e-01 2.53045010e-01 2.51124026e-01
-6.06210095e-02 -1.95974266e-01 -1.80269376e-01 -1.32909182e-01
-1.39336722e-01 -2.87731437e-01]
[ 2.43488446e-02 -5.69916500e-02 -1.17950084e-01 -5.30516984e-02
2.41162520e-01 4.07184964e-02 -8.40156392e-03 -1.84386128e-01
3.50360602e-02 2.09585412e-01]
[ 2.29548533e-03 -5.07862209e-02 -6.61390837e-02 -4.87503538e-02
-2.47434864e-02 -1.77175683e-01 8.46009827e-02 1.02470953e-02
3.89872449e-02 8.28376922e-03]
[ 3.00743229e-02 7.12788618e-02 2.44797326e-01 7.58519244e-02
-2.32428048e-01 -1.35174002e-01 1.10579004e-01 3.97305718e-02
-1.84393531e-01 1.09671782e-01]
[ 7.39654367e-02 3.53317562e-02 1.08863360e-01 1.12131845e-02
-2.49008317e-01 6.81031931e-02 6.21290389e-02 -2.70453530e-01
-1.44457461e-02 -8.48588869e-02]
[ -1.16136087e-02 8.81684113e-02 8.42847618e-02 -3.00581089e-02
-3.69153410e-02 1.81213826e-01 1.02282885e-01 1.18519253e-01
-2.14849805e-02 1.73253076e-01]
[ 2.12860863e-01 4.66178766e-02 2.51877227e-02 7.04776455e-02
7.83812949e-02 -1.95421061e-02 -1.40296856e-01 1.47740681e-01
-6.26817179e-02 -3.04191970e-02]
[ 3.89701502e-02 -2.25829543e-02 1.55592434e-02 3.64956964e-02
-3.91761324e-01 -1.21533816e-01 -1.95358664e-01 4.09870384e-02
1.16321334e-01 1.89951965e-01]
[ 4.04870850e-02 5.15915889e-01 1.20102024e-01 4.08067947e-01
-1.08204750e+00 -3.03637449e-01 -6.09690145e-01 -7.28635655e-02
2.82955137e-01 3.27173946e-01]
[ 1.79190257e-01 5.07524399e-01 6.49229147e-02 4.21101948e-01
-8.65648948e-01 -8.39332194e-02 -4.48776700e-01 1.51016402e-01
2.06939347e-01 4.86810652e-01]
[ 2.57245238e-01 2.98894509e-01 2.46028066e-01 1.44859806e-01
-4.06605445e-01 8.10141410e-02 -2.07957189e-01 1.62646575e-01
2.37578715e-01 7.60290302e-02]
[ -7.39564558e-02 2.16428897e-01 2.41611964e-01 1.59730221e-02
-3.37638230e-02 1.31021010e-01 -9.60542720e-02 -1.51316757e-02
-3.34724443e-02 5.02039243e-02]
[ -9.40063514e-02 1.84682412e-03 2.68501501e-02 9.92554756e-02
-6.70817146e-02 1.14325766e-01 2.47112876e-01 2.06388606e-02
-2.70214201e-01 -8.74736217e-02]
[ -2.18741119e-01 -2.13180103e-02 -9.25742364e-02 -3.42306710e-01
1.76696533e-01 1.19198873e-01 1.00566982e-01 1.03644335e-01
-2.06009384e-01 3.38955365e-02]
[ 1.06323790e-02 -3.77318851e-01 -1.27238380e-01 -1.61791847e-01
3.72738101e-01 2.61691907e-02 1.75949053e-01 1.52543063e-01
-1.65283399e-01 -2.21113795e-01]
[ 1.39753238e-01 -1.88391528e-01 -1.42458809e-01 6.65981276e-04
8.59416990e-02 -5.85566714e-02 2.49266823e-02 -1.49726943e-01
1.32482641e-01 -1.18255156e-01]
[ -1.17493615e-01 1.10090763e-01 2.61400294e-01 -1.41293979e-02
1.65427486e-01 8.41032722e-02 1.35246464e-02 -2.98038856e-01
-1.15449638e-01 -5.89708617e-02]
[ -3.53343646e-01 5.18155947e-02 1.08482892e-02 -3.51024366e-02
1.68454986e-01 -1.70153843e-01 -5.62700048e-03 2.34243897e-01
-9.46919879e-02 6.94599241e-02]
[ 1.46908561e-01 6.10335369e-02 -2.36736076e-01 -8.89561058e-02
1.23626763e-01 -2.94676014e-01 4.13870939e-02 -1.68060698e-01
-1.95987078e-03 -1.90900219e-01]
[ 2.08228306e-01 -1.67763767e-01 6.19439260e-02 -2.72992282e-02
9.72979671e-02 -3.22815571e-02 2.23771251e-02 -1.37121579e-01
1.09095856e-01 -1.84750722e-01]
[ -1.08292938e-01 -6.26972145e-02 1.19726322e-01 1.04024992e-01
5.79806379e-02 -1.11502572e-01 2.56472464e-01 -7.79367255e-02
1.80589190e-01 -8.51942215e-03]
[ 2.98599833e-03 -1.70119579e-01 2.04717456e-01 -2.37669872e-01
4.64260639e-03 1.12828077e-01 5.15729383e-02 -1.15516624e-01
2.76210585e-02 2.28082645e-01]]
[[ 0.61568228]
[ 1.53856251]
[ 0.27688344]
[ 0.86826362]
[-2.63742811]
[-0.26040812]
[-1.56377074]
[ 0.06355991]
[ 0.68213272]
[ 0.89492245]]
Progress: 27.7% ... Training loss: 0.290 ... Validation loss: 0.459[[ 1.63955421e-01 2.12185518e-01 -1.06457619e-01 1.12548814e-01
-5.32921896e-01 -7.24442440e-02 -5.90334501e-02 1.22997793e-01
-6.16584483e-02 1.88624053e-01]
[ 1.09377281e-02 1.52455433e-01 -2.10852650e-02 3.85153181e-02
1.07208897e-01 -4.65714891e-03 3.14350686e-01 4.09753946e-02
1.36870218e-01 -3.30562289e-02]
[ 1.79631487e-01 5.63520431e-01 1.37690552e-02 1.42955696e-03
3.09229640e-01 -3.17433830e-02 -6.38977425e-01 -3.84831749e-02
6.38208640e-02 2.84968674e-01]
[ -4.72994146e-03 -3.07131325e-01 -2.26853657e-01 6.91941136e-02
-2.98645878e-02 1.54751479e-01 1.32645283e-01 5.75012412e-02
4.36919509e-02 1.70044190e-01]
[ -5.30458374e-03 1.46429456e-01 -1.44244399e-01 4.91926979e-02
3.91320871e-02 -1.82589072e-01 4.26620292e-02 -1.18449529e-01
-1.80877408e-01 -4.35221762e-03]
[ -3.64610010e-01 -4.85494760e-01 -2.90058926e-01 1.65562322e-01
1.00792974e-01 4.06775196e-02 1.77484455e-01 -3.60416314e-02
-6.56186151e-03 1.14616928e-02]
[ -3.38199321e-03 -1.93645216e-01 1.01137514e-02 9.10592443e-02
-1.18766010e-02 -7.13745439e-02 1.75516928e-01 -1.90202052e-01
1.90438079e-01 3.06308173e-02]
[ 1.14924715e-01 -2.30183891e-01 3.53840387e-02 -6.50423704e-02
9.14223672e-02 -4.85787206e-02 6.51143555e-02 1.20864957e-01
8.15294765e-02 -2.12020139e-02]
[ -1.73132338e-01 -1.11920987e-01 -3.04856666e-01 -2.35403845e-02
2.97665380e-03 6.99098835e-02 -1.76875778e-01 -2.87326944e-02
2.58910003e-01 -1.31125399e-01]
[ 7.31475819e-02 -3.14902040e-01 9.74510512e-02 5.38603895e-02
1.49413469e-02 -1.22334443e-01 1.06665350e-01 -1.00580189e-01
3.55589977e-02 1.34061241e-01]
[ -8.77598783e-02 -3.44134503e-03 -3.16904986e-03 -1.59230507e-01
5.03139302e-02 2.34142626e-02 1.53737934e-01 -1.03231266e-01
-2.49090139e-02 -1.36591720e-01]
[ -1.18293985e-01 -1.07513351e-01 -7.12495075e-02 -1.02782612e-02
3.85793233e-01 1.02643578e-01 6.89836373e-02 -1.63887326e-02
-1.73548929e-01 -2.16475366e-01]
[ -1.56450021e-01 5.22730026e-03 6.21736137e-02 2.24536097e-02
-1.73961743e-01 -2.19982265e-01 -1.79225683e-01 -1.96963308e-01
8.76352615e-02 1.74907295e-01]
[ -2.44892182e-01 -2.53285731e-01 1.09787458e-01 2.51835333e-01
-9.32079343e-02 -7.61601003e-02 -1.03347590e-02 -2.56906617e-01
-2.33055678e-01 -3.34291857e-02]
[ 1.13410668e-01 -1.13007565e-01 -1.82825685e-02 1.25631349e-01
-2.61196675e-02 -8.89882988e-02 1.70823932e-01 3.93109257e-03
3.40980842e-02 1.90116698e-02]
[ 4.02573520e-02 -6.38263106e-02 -2.10033258e-01 1.53611668e-01
-4.99870981e-02 8.42715945e-02 -7.04494488e-02 -1.96134408e-02
-8.86278055e-02 -1.33893807e-03]
[ -1.19480648e-01 -6.09727721e-02 -2.02124677e-01 1.58217164e-01
-9.28788128e-03 1.33636720e-01 4.89160722e-03 -2.49972427e-01
7.10407065e-02 -1.97653229e-01]
[ -7.40537333e-02 -4.70791256e-02 2.73906420e-01 9.17533062e-02
1.39677863e-01 -5.91451049e-02 -1.15107280e-01 1.20244347e-01
6.68037093e-02 2.63437206e-02]
[ 5.30852408e-02 -3.33610947e-02 8.67991596e-02 8.51758089e-02
7.35149948e-02 -1.62971287e-02 2.43164281e-01 1.20477691e-01
-3.30893905e-02 -6.78934043e-02]
[ 1.26186988e-02 -1.37360873e-01 -2.88766943e-01 -4.33321795e-02
1.69982685e-01 -9.36532065e-02 1.53533532e-01 1.64360002e-01
1.13211596e-01 -2.29027222e-02]
[ 5.01596723e-02 -9.23036652e-03 -1.16862933e-01 4.36115300e-02
-8.57204315e-02 3.22462656e-01 2.59958472e-01 2.05056867e-01
-1.61682382e-01 -6.11851146e-02]
[ -4.28385823e-04 -2.49306797e-02 1.20769544e-01 1.00352073e-01
1.07861919e-02 1.07121256e-01 -1.25076347e-01 -4.18462945e-02
2.08252262e-01 7.21448178e-02]
[ 1.07781416e-01 7.33565611e-02 -4.73849422e-02 -1.02755809e-01
-9.22281388e-02 -3.29312469e-01 1.14653431e-01 8.47288166e-03
1.40062248e-01 8.70916242e-02]
[ -9.98038624e-02 -8.58761098e-04 -1.56861223e-02 2.19527825e-02
1.11822834e-02 -2.03350412e-01 -8.61936208e-02 -1.98937151e-02
1.49037458e-02 1.27455254e-01]
[ -1.44907179e-01 -7.68777047e-02 -1.97433375e-01 -3.43891512e-03
-2.68097741e-01 -4.73951991e-03 -2.53700825e-03 -2.36763721e-02
3.32216683e-03 6.17497121e-02]
[ -3.06393524e-02 -8.08564729e-02 -7.49149317e-02 -1.28325278e-01
5.34061635e-01 2.76373052e-01 5.53521986e-01 1.13018086e-01
-1.82529876e-01 -3.76475975e-01]
[ -1.66310796e-02 -3.73262273e-01 -3.00947429e-02 -7.41274951e-02
6.62737721e-01 1.01283393e-01 5.10965534e-01 9.14168541e-02
2.84131758e-02 -3.83089498e-01]
[ 1.21634836e-02 -4.26904222e-01 -4.26883960e-02 -1.06271940e-01
6.75205939e-01 2.33486384e-02 4.77145313e-01 4.88252167e-02
-3.62469720e-01 -2.16679863e-01]
[ -1.64301956e-01 -5.68166390e-01 -6.95392527e-03 -1.96259313e-01
7.47747160e-01 -9.26094833e-02 5.97286453e-01 -8.21847273e-02
-6.22801467e-02 8.85532917e-02]
[ -2.87499869e-01 -3.77495927e-01 5.74185167e-02 -4.31718246e-02
9.08343832e-01 1.41048149e-01 3.97956251e-01 4.80183655e-02
-8.56727585e-02 -1.31792330e-01]
[ -1.99062935e-01 -2.79952776e-01 2.52984196e-01 -2.38001562e-01
6.47988264e-01 -4.58421640e-02 6.64637071e-01 1.35227851e-02
-2.52654530e-01 -2.38131508e-02]
[ -1.24662813e-01 -2.06012928e-01 -1.78526773e-01 -9.51502416e-02
4.70498656e-01 -2.31957105e-01 1.61465208e-01 1.69527711e-01
-4.62338319e-03 -1.13148190e-01]
[ 1.16984046e-01 2.53548500e-01 1.66688608e-01 -8.25830922e-02
-1.04752526e-01 4.72409071e-02 -1.60909197e-01 2.83857419e-01
8.13437767e-02 1.83538340e-01]
[ 3.48490540e-01 3.13708732e-01 -8.35832236e-02 3.13737337e-01
-8.88607336e-01 -2.87353113e-01 -4.70665048e-01 1.77544734e-01
3.79806674e-01 -3.62094838e-02]
[ 4.69887893e-02 1.40798513e-01 2.52887962e-01 2.50570459e-01
-5.90313129e-02 -1.95822228e-01 -1.79409042e-01 -1.32949862e-01
-1.39763650e-01 -2.88308765e-01]
[ 2.42827625e-02 -5.71395311e-02 -1.17978586e-01 -5.31557855e-02
2.41508392e-01 4.07436588e-02 -8.23506988e-03 -1.84391734e-01
3.49636188e-02 2.09473825e-01]
[ 2.23297576e-03 -5.08708509e-02 -6.61537610e-02 -4.88130852e-02
-2.46304901e-02 -1.77180907e-01 8.48088565e-02 1.02448141e-02
3.89051586e-02 8.19817530e-03]
[ 3.01054876e-02 7.16623217e-02 2.44834794e-01 7.59283438e-02
-2.32570852e-01 -1.35217968e-01 1.10284952e-01 3.97350023e-02
-1.84333165e-01 1.09778465e-01]
[ 7.39301384e-02 3.52610294e-02 1.08839171e-01 1.11404922e-02
-2.48830434e-01 6.81258609e-02 6.22373237e-02 -2.70459833e-01
-1.45049042e-02 -8.49328106e-02]
[ -1.11104761e-02 8.93467379e-02 8.45303443e-02 -2.92989784e-02
-3.89291191e-02 1.80990267e-01 1.01025059e-01 1.18573128e-01
-2.09045354e-02 1.74011973e-01]
[ 2.12613768e-01 4.60122519e-02 2.50627930e-02 7.00775752e-02
7.92996274e-02 -1.94335479e-02 -1.39720920e-01 1.47712020e-01
-6.29873377e-02 -3.08128893e-02]
[ 3.90877382e-02 -2.22736646e-02 1.56129862e-02 3.66691208e-02
-3.92236223e-01 -1.21577572e-01 -1.95610063e-01 4.10005824e-02
1.16443262e-01 1.90094461e-01]
[ 4.01353407e-02 5.15028105e-01 1.19962661e-01 4.07572735e-01
-1.08068476e+00 -3.03435221e-01 -6.08522660e-01 -7.29005026e-02
2.82551376e-01 3.26606491e-01]
[ 1.80797273e-01 5.10867353e-01 6.56907271e-02 4.23279750e-01
-8.72037564e-01 -8.45704864e-02 -4.52229036e-01 1.51188572e-01
2.08774485e-01 4.88744026e-01]
[ 2.57552242e-01 2.99794867e-01 2.46218664e-01 1.45449501e-01
-4.08385357e-01 8.08368516e-02 -2.08920111e-01 1.62689476e-01
2.38055335e-01 7.65950837e-02]
[ -7.38348464e-02 2.16775407e-01 2.41664700e-01 1.61455425e-02
-3.43972129e-02 1.30965281e-01 -9.65132367e-02 -1.51177942e-02
-3.33230514e-02 5.03620887e-02]
[ -9.39049432e-02 2.10311075e-03 2.69164601e-02 9.94466539e-02
-6.76902987e-02 1.14270632e-01 2.46916253e-01 2.06529908e-02
-2.70078868e-01 -8.72988881e-02]
[ -2.18835745e-01 -2.15524614e-02 -9.26165024e-02 -3.42436353e-01
1.77100459e-01 1.19238466e-01 1.00801072e-01 1.03635986e-01
-2.06114070e-01 3.37686157e-02]
[ 1.06484396e-02 -3.77233025e-01 -1.27222210e-01 -1.61767230e-01
3.72749100e-01 2.61615167e-02 1.75896418e-01 1.52544929e-01
-1.65259492e-01 -2.21086899e-01]
[ 1.39184041e-01 -1.89517985e-01 -1.42670998e-01 4.82050605e-05
8.67228163e-02 -5.83377422e-02 2.64897462e-02 -1.49781304e-01
1.31954861e-01 -1.19092559e-01]
[ -1.17659480e-01 1.09485573e-01 2.61372639e-01 -1.42599686e-02
1.65654399e-01 8.41370385e-02 1.41623567e-02 -2.98050166e-01
-1.15553843e-01 -5.91738374e-02]
[ -3.52909556e-01 5.27440193e-02 1.10580775e-02 -3.45687300e-02
1.67048909e-01 -1.70337224e-01 -6.31800500e-03 2.34287158e-01
-9.42356789e-02 6.98442711e-02]
[ 1.46511502e-01 5.96451974e-02 -2.36835813e-01 -8.93890813e-02
1.24983250e-01 -2.94569376e-01 4.24747383e-02 -1.68089602e-01
-2.31943795e-03 -1.91403712e-01]
[ 2.08928054e-01 -1.66324774e-01 6.22636948e-02 -2.63471690e-02
9.44977118e-02 -3.25431861e-02 2.06563671e-02 -1.37046764e-01
1.09903871e-01 -1.83740124e-01]
[ -1.06892003e-01 -5.99015437e-02 1.20369677e-01 1.05727079e-01
5.40823963e-02 -1.12043456e-01 2.53373162e-01 -7.77887178e-02
1.81858310e-01 -6.76241541e-03]
[ 3.22242388e-03 -1.69926751e-01 2.04826189e-01 -2.37343472e-01
2.86057261e-03 1.12720889e-01 5.12350069e-02 -1.15493862e-01
2.79229118e-02 2.28456840e-01]]
[[ 0.62246857]
[ 1.54593358]
[ 0.28409065]
[ 0.87606354]
[-2.63266441]
[-0.25486927]
[-1.55797298]
[ 0.06908844]
[ 0.68854168]
[ 0.90418464]]
Progress: 27.8% ... Training loss: 0.296 ... Validation loss: 0.461[[ 1.63235038e-01 2.09749470e-01 -1.06764171e-01 1.11338599e-01
-5.29276883e-01 -7.21244852e-02 -5.66514641e-02 1.22916839e-01
-6.25061762e-02 1.87550350e-01]
[ 1.13288352e-02 1.53283576e-01 -2.08991800e-02 3.90893494e-02
1.05523628e-01 -4.82536648e-03 3.13813563e-01 4.10207866e-02
1.37326184e-01 -3.25250433e-02]
[ 1.78772917e-01 5.62063360e-01 1.33840712e-02 -2.57661766e-04
3.14642283e-01 -3.13004812e-02 -6.38284153e-01 -3.85993871e-02
6.28306215e-02 2.83793945e-01]
[ -8.81927855e-03 -3.17229984e-01 -2.28754277e-01 6.33041237e-02
-1.41140745e-02 1.56426319e-01 1.42718133e-01 5.70438296e-02
3.92298509e-02 1.64385013e-01]
[ -3.58278533e-03 1.48301603e-01 -1.43452876e-01 5.21079382e-02
3.10902473e-02 -1.83490017e-01 3.94159955e-02 -1.18224302e-01
-1.78848131e-01 -1.75237640e-03]
[ -3.64193170e-01 -4.85179103e-01 -2.89817941e-01 1.66413014e-01
9.82699330e-02 4.04468172e-02 1.77598920e-01 -3.59826607e-02
-6.01095389e-03 1.19780810e-02]
[ -3.66235677e-03 -1.94891779e-01 1.00290574e-02 9.07651758e-02
-1.14078183e-02 -7.12616011e-02 1.76369350e-01 -1.90213143e-01
1.90243665e-01 3.03184002e-02]
[ 1.15001579e-01 -2.30717388e-01 3.54191300e-02 -6.50356240e-02
9.14251865e-02 -4.86014969e-02 6.55343439e-02 1.20866391e-01
8.15327377e-02 -2.10724108e-02]
[ -1.74743467e-01 -1.15952214e-01 -3.05590066e-01 -2.58953051e-02
9.62388632e-03 7.05575344e-02 -1.72768494e-01 -2.89184561e-02
2.57283559e-01 -1.33513995e-01]
[ 7.17902687e-02 -3.19078815e-01 9.68603989e-02 5.18666800e-02
2.04827609e-02 -1.21806447e-01 1.11091810e-01 -1.00733261e-01
3.40428458e-02 1.31925762e-01]
[ -8.76959577e-02 -4.54317993e-03 -3.09739522e-03 -1.58929370e-01
4.91593952e-02 2.33750868e-02 1.54278139e-01 -1.03208297e-01
-2.45400136e-02 -1.36418303e-01]
[ -1.18398381e-01 -1.07730370e-01 -7.12725280e-02 -1.03772394e-02
3.86002147e-01 1.02661873e-01 6.95111307e-02 -1.63950788e-02
-1.73668467e-01 -2.16568325e-01]
[ -1.56450021e-01 5.22730026e-03 6.21736137e-02 2.24536097e-02
-1.73961743e-01 -2.19982265e-01 -1.79225683e-01 -1.96963308e-01
8.76352615e-02 1.74907295e-01]
[ -2.44838939e-01 -2.53356719e-01 1.09845671e-01 2.52040825e-01
-9.38443644e-02 -7.62163214e-02 -1.01640609e-02 -2.56891698e-01
-2.32933054e-01 -3.33133984e-02]
[ 1.14020775e-01 -1.12081296e-01 -1.79910830e-02 1.26622731e-01
-2.90992638e-02 -8.92700454e-02 1.70134140e-01 4.00278683e-03
3.47939146e-02 1.97671482e-02]
[ 3.99764485e-02 -6.45733636e-02 -2.10161230e-01 1.53213939e-01
-4.87059202e-02 8.43966848e-02 -6.96394662e-02 -1.96448074e-02
-8.89375085e-02 -1.74518918e-03]
[ -1.20416332e-01 -6.33743434e-02 -2.02517253e-01 1.56988463e-01
-5.92665425e-03 1.33995438e-01 7.25250368e-03 -2.50062208e-01
7.00660068e-02 -1.98883715e-01]
[ -7.38224466e-02 -4.67391003e-02 2.73999527e-01 9.20675427e-02
1.38606547e-01 -5.92187285e-02 -1.15564683e-01 1.20271040e-01
6.70553805e-02 2.66464077e-02]
[ 5.31976591e-02 -3.32645897e-02 8.68464142e-02 8.52499033e-02
7.32527363e-02 -1.63391272e-02 2.42914491e-01 1.20485497e-01
-3.29844666e-02 -6.78446345e-02]
[ 1.25520377e-02 -1.37711885e-01 -2.88802150e-01 -4.34818126e-02
1.70099913e-01 -9.36157947e-02 1.53883575e-01 1.64347710e-01
1.13132199e-01 -2.29771737e-02]
[ 5.05854660e-02 -8.71608482e-03 -1.16657849e-01 4.42198430e-02
-8.70958629e-02 3.22304000e-01 2.59151114e-01 2.05106101e-01
-1.61195524e-01 -6.05634188e-02]
[ -1.39141493e-03 -2.71336959e-02 1.20367972e-01 9.90428608e-02
1.42967212e-02 1.07483632e-01 -1.22809429e-01 -4.19476749e-02
2.07350048e-01 7.08724354e-02]
[ 1.07538047e-01 7.26555155e-02 -4.75030771e-02 -1.03127057e-01
-9.11687777e-02 -3.29234626e-01 1.15372842e-01 8.44345324e-03
1.39791542e-01 8.67413412e-02]
[ -1.00036913e-01 -1.49494676e-03 -1.58007222e-02 2.15735683e-02
1.23391292e-02 -2.03234007e-01 -8.54476512e-02 -1.99249871e-02
1.46263876e-02 1.27033066e-01]
[ -1.45015120e-01 -7.71395436e-02 -1.97480476e-01 -3.58824523e-03
-2.67663285e-01 -4.69800376e-03 -2.26242482e-03 -2.36876464e-02
3.20764745e-03 6.16063142e-02]
[ -3.06459544e-02 -8.09222624e-02 -7.49123934e-02 -1.28319383e-01
5.33888241e-01 2.76374411e-01 5.53829826e-01 1.13017661e-01
-1.82536344e-01 -3.76540313e-01]
[ -1.67111534e-02 -3.73588190e-01 -3.01352895e-02 -7.42542642e-02
6.63085196e-01 1.01323128e-01 5.11277397e-01 9.14075074e-02
2.83067875e-02 -3.83229942e-01]
[ 1.23192311e-02 -4.26828797e-01 -4.26264291e-02 -1.06065076e-01
6.74713343e-01 2.32893298e-02 4.76956612e-01 4.88413535e-02
-3.62313032e-01 -2.16487882e-01]
[ -1.64233703e-01 -5.68102579e-01 -6.92916076e-03 -1.96166588e-01
7.47496061e-01 -9.26350760e-02 5.97210453e-01 -8.21780418e-02
-6.22105195e-02 8.86433059e-02]
[ -2.87499869e-01 -3.77495927e-01 5.74185167e-02 -4.31718246e-02
9.08343832e-01 1.41048149e-01 3.97956251e-01 4.80183655e-02
-8.56727585e-02 -1.31792330e-01]
[ -1.98995212e-01 -2.80115613e-01 2.53054913e-01 -2.37780878e-01
6.47341199e-01 -4.59079002e-02 6.64804090e-01 1.35383751e-02
-2.52500458e-01 -2.36600729e-02]
[ -1.24661524e-01 -2.06410381e-01 -1.78520896e-01 -9.51368092e-02
4.70403176e-01 -2.31967127e-01 1.61770692e-01 1.69528992e-01
-4.62144070e-03 -1.13152907e-01]
[ 1.17311941e-01 2.54347338e-01 1.66838438e-01 -8.21217385e-02
-1.06122227e-01 4.71067625e-02 -1.61728273e-01 2.83891216e-01
8.17024855e-02 1.83978783e-01]
[ 3.47737342e-01 3.11803091e-01 -8.39235334e-02 3.12629092e-01
-8.85964216e-01 -2.87058029e-01 -4.68690645e-01 1.77457868e-01
3.79059178e-01 -3.72062717e-02]
[ 4.67898745e-02 1.40655359e-01 2.52800625e-01 2.50282388e-01
-5.81828341e-02 -1.95731177e-01 -1.78996561e-01 -1.32971094e-01
-1.39999588e-01 -2.88613240e-01]
[ 2.41026403e-02 -5.76338358e-02 -1.18074392e-01 -5.34129494e-02
2.42222150e-01 4.08134252e-02 -7.74019167e-03 -1.84410116e-01
3.47604837e-02 2.09216245e-01]
[ 1.56696843e-03 -5.26325843e-02 -6.64655810e-02 -4.98649491e-02
-2.15528772e-02 -1.76905536e-01 8.65475395e-02 1.01630297e-02
3.81338937e-02 7.15815937e-03]
[ 3.01690173e-02 7.17592871e-02 2.44853282e-01 7.59519359e-02
-2.32496919e-01 -1.35216204e-01 1.10346854e-01 3.97378436e-02
-1.84305595e-01 1.09832969e-01]
[ 7.43536335e-02 3.63114488e-02 1.09033583e-01 1.17389415e-02
-2.50547512e-01 6.79547824e-02 6.12332706e-02 -2.70417362e-01
-1.40222180e-02 -8.43442949e-02]
[ -1.12123683e-02 8.91654922e-02 8.44865494e-02 -2.94302867e-02
-3.84692533e-02 1.81012134e-01 1.01262907e-01 1.18559249e-01
-2.10035402e-02 1.73872092e-01]
[ 2.13205479e-01 4.72905482e-02 2.53238879e-02 7.08751708e-02
7.69551659e-02 -1.96603068e-02 -1.41140443e-01 1.47775305e-01
-6.23500668e-02 -2.99883207e-02]
[ 3.90915973e-02 -2.22640544e-02 1.56062917e-02 3.66347219e-02
-3.92101316e-01 -1.21553854e-01 -1.95499359e-01 4.10016369e-02
1.16423979e-01 1.90051629e-01]
[ 4.00890044e-02 5.14372504e-01 1.19971675e-01 4.07685220e-01
-1.08078498e+00 -3.03460744e-01 -6.08240539e-01 -7.28904486e-02
2.82610915e-01 3.26574627e-01]
[ 1.80292280e-01 5.09539772e-01 6.55029729e-02 4.22657344e-01
-8.70536661e-01 -8.43586956e-02 -4.51066583e-01 1.51144675e-01
2.08302433e-01 4.88117932e-01]
[ 2.57629167e-01 2.99958790e-01 2.46273365e-01 1.45607937e-01
-4.08849487e-01 8.07951650e-02 -2.09138196e-01 1.62701121e-01
2.38179083e-01 7.67626032e-02]
[ -7.40960245e-02 2.16050008e-01 2.41547988e-01 1.58209891e-02
-3.36038045e-02 1.31058783e-01 -9.58373221e-02 -1.51429694e-02
-3.35905720e-02 4.99996392e-02]
[ -9.38966558e-02 2.12652900e-03 2.69207625e-02 9.94597832e-02
-6.77299622e-02 1.14266822e-01 2.46892703e-01 2.06540213e-02
-2.70068463e-01 -8.72855554e-02]
[ -2.19040422e-01 -2.19273042e-02 -9.27010540e-02 -3.42728077e-01
1.77970721e-01 1.19320532e-01 1.01279923e-01 1.03612547e-01
-2.06341799e-01 3.34632674e-02]
[ 1.04659335e-02 -3.77767862e-01 -1.27306605e-01 -1.62026916e-01
3.73576057e-01 2.62252188e-02 1.76417119e-01 1.52527036e-01
-1.65452159e-01 -2.21349052e-01]
[ 1.39878237e-01 -1.88277781e-01 -1.42373600e-01 1.04636331e-03
8.36792078e-02 -5.85997409e-02 2.52394603e-02 -1.49710244e-01
1.32725637e-01 -1.18146779e-01]
[ -1.17990439e-01 1.08348047e-01 2.61255942e-01 -1.46302910e-02
1.66510976e-01 8.42441948e-02 1.55891984e-02 -2.98080625e-01
-1.15856011e-01 -5.96398044e-02]
[ -3.52953998e-01 5.26403735e-02 1.10295098e-02 -3.46875660e-02
1.67224073e-01 -1.70307387e-01 -6.11120325e-03 2.34278133e-01
-9.43051156e-02 6.97058385e-02]
[ 1.46077458e-01 5.78174322e-02 -2.36985325e-01 -8.99368962e-02
1.26935151e-01 -2.94434741e-01 4.39221932e-02 -1.68122758e-01
-2.69867186e-03 -1.91991522e-01]
[ 2.09401784e-01 -1.65729172e-01 6.25387971e-02 -2.56168614e-02
9.25323245e-02 -3.27620475e-02 2.01228559e-02 -1.36983203e-01
1.10484126e-01 -1.83002011e-01]
[ -1.07889976e-01 -6.21730243e-02 1.19898495e-01 1.04398901e-01
5.79909978e-02 -1.11667832e-01 2.55688598e-01 -7.78989235e-02
1.80740916e-01 -8.28235666e-03]
[ 2.46412842e-03 -1.71917768e-01 2.04477629e-01 -2.38498338e-01
5.57311687e-03 1.13061612e-01 5.31164282e-02 -1.15582086e-01
2.71734235e-02 2.27430075e-01]]
[[ 0.61844775]
[ 1.54347548]
[ 0.2816505 ]
[ 0.87094497]
[-2.63478897]
[-0.25981264]
[-1.56102837]
[ 0.06493821]
[ 0.6816183 ]
[ 0.89757695]]
Progress: 27.8% ... Training loss: 0.291 ... Validation loss: 0.455[[ 1.59709510e-01 2.01545560e-01 -1.08293043e-01 1.06536346e-01
-5.15461826e-01 -7.07047104e-02 -4.87481982e-02 1.22561363e-01
-6.62028082e-02 1.82473656e-01]
[ 1.08752952e-02 1.52115639e-01 -2.11061884e-02 3.84141096e-02
1.07466729e-01 -4.62434158e-03 3.14872361e-01 4.09719366e-02
1.36824643e-01 -3.32219376e-02]
[ 1.79634074e-01 5.65828113e-01 1.38090441e-02 7.66220858e-04
3.13157802e-01 -3.16045236e-02 -6.41774509e-01 -3.85194071e-02
6.35190332e-02 2.85008703e-01]
[ -3.70236094e-03 -3.05050680e-01 -2.26406837e-01 7.05658121e-02
-3.56556226e-02 1.54439893e-01 1.31737546e-01 5.75732887e-02
4.50347545e-02 1.71770061e-01]
[ -6.14543655e-03 1.41528708e-01 -1.44657029e-01 4.86722008e-02
4.16690587e-02 -1.82652760e-01 4.42265717e-02 -1.18463067e-01
-1.81506238e-01 -5.71603203e-03]
[ -3.65727730e-01 -4.90625397e-01 -2.90558400e-01 1.64423610e-01
1.03355020e-01 4.10012652e-02 1.82107655e-01 -3.61338286e-02
-7.58818100e-03 9.74057911e-03]
[ -5.57566831e-03 -1.99370192e-01 9.19772961e-03 8.81021695e-02
-3.29475916e-03 -7.04845863e-02 1.80720016e-01 -1.90410984e-01
1.88157545e-01 2.77346874e-02]
[ 1.14964213e-01 -2.30488010e-01 3.54370311e-02 -6.50441844e-02
9.06503390e-02 -4.85764482e-02 6.54339793e-02 1.20867611e-01
8.15748286e-02 -2.11467996e-02]
[ -1.76982928e-01 -1.20369693e-01 -3.06556047e-01 -2.90537332e-02
1.79133227e-02 7.14796747e-02 -1.67428602e-01 -2.91534254e-02
2.55012339e-01 -1.36781856e-01]
[ 6.61667921e-02 -3.32634098e-01 9.43765195e-02 4.41006172e-02
4.15548307e-02 -1.19533957e-01 1.24968178e-01 -1.01316329e-01
2.81792919e-02 1.23829165e-01]
[ -8.74477800e-02 -4.30237200e-03 -2.98410135e-03 -1.58469258e-01
4.71461443e-02 2.32417688e-02 1.53676384e-01 -1.03172561e-01
-2.41881611e-02 -1.36061839e-01]
[ -1.18747782e-01 -1.08528704e-01 -7.14218085e-02 -1.08906873e-02
3.87656063e-01 1.02801352e-01 7.03354464e-02 -1.64305038e-02
-1.74049241e-01 -2.16991657e-01]
[ -1.56450021e-01 5.22730026e-03 6.21736137e-02 2.24536097e-02
-1.73961743e-01 -2.19982265e-01 -1.79225683e-01 -1.96963308e-01
8.76352615e-02 1.74907295e-01]
[ -2.45159091e-01 -2.54698314e-01 1.09706311e-01 2.51679858e-01
-9.30121239e-02 -7.61255330e-02 -9.11627194e-03 -2.56917799e-01
-2.33188404e-01 -3.38029205e-02]
[ 1.13744300e-01 -1.13193532e-01 -1.81269160e-02 1.26254465e-01
-2.83855318e-02 -8.91709597e-02 1.70870010e-01 3.97491873e-03
3.45101067e-02 1.93634345e-02]
[ 3.88724441e-02 -6.76242997e-02 -2.10672295e-01 1.51687353e-01
-4.40600893e-02 8.48227219e-02 -6.66329433e-02 -1.97572043e-02
-9.01393210e-02 -3.29742230e-03]
[ -1.20735482e-01 -6.41822576e-02 -2.02646294e-01 1.56533547e-01
-4.61075903e-03 1.34126497e-01 7.99976044e-03 -2.50093392e-01
6.97115345e-02 -1.99343123e-01]
[ -7.46916721e-02 -4.87786883e-02 2.73621908e-01 9.08478225e-02
1.42438417e-01 -5.88598730e-02 -1.13621764e-01 1.20178718e-01
6.61055472e-02 2.55035582e-02]
[ 5.30678872e-02 -3.36275095e-02 8.67993241e-02 8.50957248e-02
7.36510880e-02 -1.62812056e-02 2.43171695e-01 1.20474181e-01
-3.30922346e-02 -6.79757008e-02]
[ 1.26447042e-02 -1.37156880e-01 -2.88738301e-01 -4.32737531e-02
1.68888289e-01 -9.36770894e-02 1.53317229e-01 1.64363943e-01
1.13316733e-01 -2.28657549e-02]
[ 5.04224101e-02 -9.07197146e-03 -1.16733534e-01 4.39501253e-02
-8.63738882e-02 3.22390510e-01 2.59611205e-01 2.05085814e-01
-1.61398178e-01 -6.08420000e-02]
[ -1.45389120e-03 -2.70864202e-02 1.20343213e-01 9.89485546e-02
1.45190399e-02 1.07516085e-01 -1.22666307e-01 -4.19539915e-02
2.07272610e-01 7.08240705e-02]
[ 1.06485962e-01 7.05538400e-02 -4.79374749e-02 -1.04594758e-01
-8.71140257e-02 -3.28797058e-01 1.17852690e-01 8.33249802e-03
1.38733073e-01 8.52019797e-02]
[ -1.00619594e-01 -2.92099563e-03 -1.60693173e-02 2.07387367e-02
1.48023415e-02 -2.03009584e-01 -8.40123188e-02 -1.99846175e-02
1.39922708e-02 1.26175303e-01]
[ -1.45953409e-01 -7.92558317e-02 -1.97920745e-01 -4.86451306e-03
-2.64939104e-01 -4.30275786e-03 1.46895455e-04 -2.37882601e-02
2.25635974e-03 6.02342943e-02]
[ -3.04913329e-02 -8.07980747e-02 -7.48357763e-02 -1.28075839e-01
5.33212638e-01 2.76302298e-01 5.53598384e-01 1.13035888e-01
-1.82342843e-01 -3.76316948e-01]
[ -1.65795272e-02 -3.73628958e-01 -3.00716896e-02 -7.40490092e-02
6.62477501e-01 1.01262692e-01 5.11236244e-01 9.14221309e-02
2.84756456e-02 -3.83078687e-01]
[ 1.22625784e-02 -4.27206619e-01 -4.26595073e-02 -1.06164309e-01
6.74967166e-01 2.33193610e-02 4.77329154e-01 4.88326654e-02
-3.62390977e-01 -2.16593687e-01]
[ -1.64597125e-01 -5.69079464e-01 -7.07542291e-03 -1.96647293e-01
7.48719565e-01 -9.24896432e-02 5.98175796e-01 -8.22150840e-02
-6.25753127e-02 8.81578663e-02]
[ -2.87451853e-01 -3.77408711e-01 5.74418275e-02 -4.30980966e-02
9.08160549e-01 1.41026416e-01 3.97853029e-01 4.80238816e-02
-8.56180166e-02 -1.31716046e-01]
[ -1.99510799e-01 -2.81227022e-01 2.52844815e-01 -2.38503569e-01
6.49496052e-01 -4.56942871e-02 6.65857532e-01 1.34870753e-02
-2.53066436e-01 -2.43862821e-02]
[ -1.24979841e-01 -2.07072785e-01 -1.78655708e-01 -9.55230895e-02
4.71605200e-01 -2.31856127e-01 1.62527485e-01 1.69499861e-01
-4.91474148e-03 -1.13499073e-01]
[ 1.17699839e-01 2.55219121e-01 1.67035244e-01 -8.15008355e-02
-1.08119864e-01 4.69548484e-02 -1.62738635e-01 2.83936528e-01
8.22079625e-02 1.84667532e-01]
[ 3.46990996e-01 3.10764641e-01 -8.42322814e-02 3.11568514e-01
-8.84177340e-01 -2.86744132e-01 -4.66817388e-01 1.77377760e-01
3.78440768e-01 -3.82690187e-02]
[ 4.66579623e-02 1.40330558e-01 2.52745816e-01 2.50095367e-01
-5.76899578e-02 -1.95675407e-01 -1.78669857e-01 -1.32984212e-01
-1.40143930e-01 -2.88792782e-01]
[ 2.40933292e-02 -5.77875685e-02 -1.18083805e-01 -5.34256946e-02
2.42236702e-01 4.08187957e-02 -7.67869432e-03 -1.84409875e-01
3.47477310e-02 2.09202105e-01]
[ 1.82192345e-03 -5.20784942e-02 -6.63362260e-02 -4.94678909e-02
-2.27363306e-02 -1.77015280e-01 8.59901358e-02 1.01928391e-02
3.84462636e-02 7.52324390e-03]
[ 3.00120251e-02 7.14283731e-02 2.44783470e-01 7.57161925e-02
-2.31819519e-01 -1.35145917e-01 1.10690049e-01 3.97214195e-02
-1.84496430e-01 1.09562797e-01]
[ 7.39002492e-02 3.52163058e-02 1.08828677e-01 1.10911450e-02
-2.48521386e-01 6.81466641e-02 6.22760475e-02 -2.70461395e-01
-1.45343129e-02 -8.50033920e-02]
[ -1.15939807e-02 8.82874243e-02 8.43062510e-02 -2.99674471e-02
-3.68623794e-02 1.81165514e-01 1.02095066e-01 1.18518949e-01
-2.14214232e-02 1.73316869e-01]
[ 2.11826653e-01 4.40634600e-02 2.46989126e-02 6.89322349e-02
8.26579966e-02 -1.91563569e-02 -1.37973629e-01 1.47629845e-01
-6.38468126e-02 -3.19914365e-02]
[ 3.90076641e-02 -2.24101371e-02 1.55641030e-02 3.65136327e-02
-3.91915700e-01 -1.21529142e-01 -1.95342650e-01 4.09944595e-02
1.16338975e-01 1.89856421e-01]
[ 4.00342290e-02 5.14248549e-01 1.19927073e-01 4.07588305e-01
-1.08050812e+00 -3.03438197e-01 -6.08090452e-01 -7.28994972e-02
2.82493901e-01 3.26459383e-01]
[ 1.79834273e-01 5.08272718e-01 6.52934555e-02 4.22108818e-01
-8.69146822e-01 -8.41588672e-02 -4.49882536e-01 1.51096754e-01
2.07820531e-01 4.87494956e-01]
[ 2.57166354e-01 2.98814934e-01 2.46051489e-01 1.44951342e-01
-4.07328952e-01 8.09520513e-02 -2.08252564e-01 1.62655546e-01
2.37709779e-01 7.60866086e-02]
[ -7.44639965e-02 2.15174150e-01 2.41384553e-01 1.52913923e-02
-3.20583389e-02 1.31225880e-01 -9.49988299e-02 -1.51827149e-02
-3.40128967e-02 4.94568319e-02]
[ -9.40113008e-02 1.86612027e-03 2.68679884e-02 9.93051086e-02
-6.72359445e-02 1.14316047e-01 2.47181243e-01 2.06419888e-02
-2.70196438e-01 -8.74488283e-02]
[ -2.19394914e-01 -2.27562923e-02 -9.28594522e-02 -3.43237392e-01
1.79485193e-01 1.19471995e-01 1.02123915e-01 1.03574562e-01
-2.06742913e-01 3.29550300e-02]
[ 1.01731145e-02 -3.78654260e-01 -1.27446157e-01 -1.62457201e-01
3.74867919e-01 2.63534381e-02 1.77317610e-01 1.52495638e-01
-1.65779865e-01 -2.21785858e-01]
[ 1.38067608e-01 -1.92622542e-01 -1.43178463e-01 -1.49857084e-03
9.00145943e-02 -5.78531765e-02 3.02377091e-02 -1.49900973e-01
1.30954917e-01 -1.20757662e-01]
[ -1.18713577e-01 1.06656714e-01 2.60934234e-01 -1.56843579e-02
1.69518747e-01 8.45569526e-02 1.71681585e-02 -2.98151595e-01
-1.16641102e-01 -6.07329020e-02]
[ -3.53939349e-01 5.03928545e-02 1.05754607e-02 -3.60517718e-02
1.70885873e-01 -1.69939738e-01 -3.82769126e-03 2.34175599e-01
-9.53954704e-02 6.83971070e-02]
[ 1.46164335e-01 5.78804875e-02 -2.36909521e-01 -8.96734681e-02
1.26206888e-01 -2.94481105e-01 4.36346989e-02 -1.68105008e-01
-2.47165067e-03 -1.91778606e-01]
[ 2.08952972e-01 -1.67193096e-01 6.23454884e-02 -2.62355674e-02
9.44881706e-02 -3.26053377e-02 2.14416785e-02 -1.37028788e-01
1.10010900e-01 -1.83637019e-01]
[ -1.09367054e-01 -6.56195500e-02 1.19200843e-01 1.02348654e-01
6.37487693e-02 -1.11057406e-01 2.59106191e-01 -7.80594013e-02
1.79067709e-01 -1.04642849e-02]
[ 2.09755870e-03 -1.72899570e-01 2.04353539e-01 -2.38949004e-01
6.29554005e-03 1.13192522e-01 5.39057154e-02 -1.15612298e-01
2.68465245e-02 2.26883343e-01]]
[[ 0.59988722]
[ 1.52750815]
[ 0.26266735]
[ 0.84956424]
[-2.65059656]
[-0.27368833]
[-1.58144685]
[ 0.04839194]
[ 0.66194908]
[ 0.87853808]]
Progress: 27.9% ... Training loss: 0.294 ... Validation loss: 0.466[[ 1.61037227e-01 2.03888801e-01 -1.07730836e-01 1.08444918e-01
-5.21115073e-01 -7.12922003e-02 -5.17668082e-02 1.22674738e-01
-6.45856099e-02 1.84428603e-01]
[ 1.09294993e-02 1.51893930e-01 -2.10831576e-02 3.84380483e-02
1.07259630e-01 -4.63723235e-03 3.14828203e-01 4.09732041e-02
1.36907244e-01 -3.31783109e-02]
[ 1.78046943e-01 5.64862771e-01 1.28525334e-02 -2.36140333e-03
3.21624910e-01 -3.05507617e-02 -6.40211149e-01 -3.86814958e-02
6.14856515e-02 2.82111359e-01]
[ -3.96707787e-03 -3.07666724e-01 -2.26601099e-01 6.99445449e-02
-3.20322932e-02 1.54529035e-01 1.33747642e-01 5.75319545e-02
4.45521962e-02 1.71445970e-01]
[ -5.27366129e-03 1.42510360e-01 -1.44164619e-01 4.97594567e-02
3.77118367e-02 -1.82853252e-01 4.27133373e-02 -1.18398406e-01
-1.80634296e-01 -4.30245722e-03]
[ -3.63598256e-01 -4.88023575e-01 -2.89494858e-01 1.67977631e-01
9.30606253e-02 3.98694704e-02 1.78691447e-01 -3.59361744e-02
-4.98470849e-03 1.31301192e-02]
[ -4.17884019e-03 -1.96617001e-01 9.75935013e-03 9.00468806e-02
-9.75054164e-03 -7.11074246e-02 1.77242900e-01 -1.90297079e-01
1.89787582e-01 2.96785382e-02]
[ 1.13669529e-01 -2.34006526e-01 3.48352357e-02 -6.69069524e-02
9.60339229e-02 -4.79676194e-02 6.91462202e-02 1.20760575e-01
8.02500518e-02 -2.30775978e-02]
[ -1.75968941e-01 -1.18463993e-01 -3.06103791e-01 -2.75882995e-02
1.37670730e-02 7.10506736e-02 -1.69741489e-01 -2.90745340e-02
2.56094350e-01 -1.35302428e-01]
[ 6.90889733e-02 -3.28505001e-01 9.56742680e-02 4.85004523e-02
2.78885465e-02 -1.20903689e-01 1.19405793e-01 -1.01071855e-01
3.17218045e-02 1.28158589e-01]
[ -8.71839409e-02 -4.56144424e-03 -2.84376524e-03 -1.57918242e-01
4.56863662e-02 2.30565076e-02 1.53808700e-01 -1.03138391e-01
-2.37700643e-02 -1.35551152e-01]
[ -1.18688197e-01 -1.08656530e-01 -7.13842701e-02 -1.07401401e-02
3.87269282e-01 1.02781540e-01 7.02715458e-02 -1.64257348e-02
-1.74019107e-01 -2.16949747e-01]
[ -1.56450021e-01 5.22730026e-03 6.21736137e-02 2.24536097e-02
-1.73961743e-01 -2.19982265e-01 -1.79225683e-01 -1.96963308e-01
8.76352615e-02 1.74907295e-01]
[ -2.44615019e-01 -2.54305167e-01 1.10080687e-01 2.52917115e-01
-9.70792228e-02 -7.64900229e-02 -9.74102170e-03 -2.56855573e-01
-2.32372155e-01 -3.28823714e-02]
[ 1.14798038e-01 -1.11451136e-01 -1.76632062e-02 1.27710734e-01
-3.21245808e-02 -8.96538872e-02 1.68673233e-01 4.06344733e-03
3.56850415e-02 2.09638116e-02]
[ 3.90387114e-02 -6.79341807e-02 -2.10606843e-01 1.52010053e-01
-4.49420486e-02 8.46989324e-02 -6.64244774e-02 -1.97408613e-02
-8.99376179e-02 -2.97181253e-03]
[ -1.20659363e-01 -6.41820532e-02 -2.02610035e-01 1.56580484e-01
-5.07492210e-03 1.34077682e-01 7.97047089e-03 -2.50088929e-01
6.98287066e-02 -1.99234943e-01]
[ -7.37765361e-02 -4.66406672e-02 2.73949074e-01 9.21519735e-02
1.38367539e-01 -5.92791761e-02 -1.15967954e-01 1.20252867e-01
6.71034803e-02 2.67347063e-02]
[ 5.33107716e-02 -3.33931143e-02 8.69169317e-02 8.54117243e-02
7.23829382e-02 -1.63573579e-02 2.42587547e-01 1.20494845e-01
-3.27949702e-02 -6.76487964e-02]
[ 1.27115678e-02 -1.36999890e-01 -2.88696799e-01 -4.31382778e-02
1.68390117e-01 -9.37043580e-02 1.53234030e-01 1.64370415e-01
1.13424130e-01 -2.27509095e-02]
[ 5.04940823e-02 -8.89806798e-03 -1.16667391e-01 4.41909826e-02
-8.70883434e-02 3.22318208e-01 2.59445362e-01 2.05100359e-01
-1.61230989e-01 -6.06310835e-02]
[ -2.04676974e-03 -2.89559961e-02 1.20011022e-01 9.79519341e-02
1.77782598e-02 1.07845825e-01 -1.20809726e-01 -4.20125684e-02
2.06592387e-01 6.98214370e-02]
[ 1.06719596e-01 7.09867919e-02 -4.78265817e-02 -1.04264751e-01
-8.81614793e-02 -3.28862685e-01 1.17242146e-01 8.34691522e-03
1.38985335e-01 8.55176288e-02]
[ -1.00299876e-01 -2.40029353e-03 -1.59211208e-02 2.12281640e-02
1.34012873e-02 -2.03164024e-01 -8.46938528e-02 -1.99568288e-02
1.43653163e-02 1.26679320e-01]
[ -1.45805028e-01 -7.91268892e-02 -1.97864236e-01 -4.64557557e-03
-2.65558733e-01 -4.37218843e-03 -8.98477376e-05 -2.37758658e-02
2.42217510e-03 6.04607522e-02]
[ -3.04567326e-02 -8.10926546e-02 -7.47966580e-02 -1.27957960e-01
5.32850152e-01 2.76260500e-01 5.53807480e-01 1.13043204e-01
-1.82252490e-01 -3.76270916e-01]
[ -1.65788807e-02 -3.73812371e-01 -3.00597041e-02 -7.39976459e-02
6.62277933e-01 1.01249469e-01 5.11368473e-01 9.14243172e-02
2.85212121e-02 -3.83025052e-01]
[ 1.24866005e-02 -4.27065081e-01 -4.25462983e-02 -1.05793523e-01
6.73781508e-01 2.31961641e-02 4.77248848e-01 4.88531689e-02
-3.62156998e-01 -2.16250716e-01]
[ -1.63891407e-01 -5.68242080e-01 -6.78618610e-03 -1.95566863e-01
7.45836123e-01 -9.28278822e-02 5.97004817e-01 -8.21573158e-02
-6.17859654e-02 8.92930038e-02]
[ -2.87155607e-01 -3.77224930e-01 5.76297613e-02 -4.24782604e-02
9.06257329e-01 1.40825539e-01 3.97415560e-01 4.80581077e-02
-8.51543345e-02 -1.31137702e-01]
[ -1.99075001e-01 -2.80544577e-01 2.53039625e-01 -2.37840832e-01
6.47625380e-01 -4.59063290e-02 6.65081652e-01 1.35247356e-02
-2.52554879e-01 -2.37239311e-02]
[ -1.25323968e-01 -2.08013198e-01 -1.78807205e-01 -9.60378787e-02
4.73139592e-01 -2.31704538e-01 1.63549212e-01 1.69471111e-01
-5.31062895e-03 -1.14022382e-01]
[ 1.16680041e-01 2.52640889e-01 1.66580874e-01 -8.29843095e-02
-1.03566026e-01 4.74287910e-02 -1.60069097e-01 2.83850420e-01
8.10644266e-02 1.83171687e-01]
[ 3.47030593e-01 3.10208494e-01 -8.42689735e-02 3.11446015e-01
-8.83210631e-01 -2.86727268e-01 -4.66843714e-01 1.77374684e-01
3.78510567e-01 -3.82868605e-02]
[ 4.69547905e-02 1.41041505e-01 2.52901064e-01 2.50573267e-01
-5.92583754e-02 -1.95830607e-01 -1.79405351e-01 -1.32957146e-01
-1.39763571e-01 -2.88330354e-01]
[ 2.41445989e-02 -5.76405238e-02 -1.18063682e-01 -5.33702637e-02
2.41822273e-01 4.07939417e-02 -7.82518593e-03 -1.84410175e-01
3.47920984e-02 2.09282864e-01]
[ 1.44171732e-03 -5.30264378e-02 -6.64985973e-02 -5.00008658e-02
-2.11257524e-02 -1.76862857e-01 8.69756561e-02 1.01628617e-02
3.80275452e-02 6.97900562e-03]
[ 3.11788826e-02 7.41562891e-02 2.45224260e-01 7.73866146e-02
-2.36983387e-01 -1.35631500e-01 1.07689924e-01 3.98140584e-02
-1.83216170e-01 1.11165680e-01]
[ 7.35472885e-02 3.43822918e-02 1.08670410e-01 1.05816782e-02
-2.46991550e-01 6.82982001e-02 6.31872948e-02 -2.70487744e-01
-1.49341746e-02 -8.55387095e-02]
[ -1.16565239e-02 8.81411536e-02 8.42803747e-02 -3.00516232e-02
-3.65842394e-02 1.81194175e-01 1.02290876e-01 1.18514210e-01
-2.14953376e-02 1.73235725e-01]
[ 2.11930339e-01 4.42005857e-02 2.47707472e-02 6.91420131e-02
8.19470613e-02 -1.92191496e-02 -1.38207228e-01 1.47641775e-01
-6.36981029e-02 -3.18327990e-02]
[ 3.95820761e-02 -2.11009444e-02 1.58117503e-02 3.73471330e-02
-3.94468515e-01 -1.21786412e-01 -1.96760467e-01 4.10410638e-02
1.16973149e-01 1.90659096e-01]
[ 3.99966782e-02 5.14189601e-01 1.19928569e-01 4.07553216e-01
-1.08041456e+00 -3.03409563e-01 -6.07769082e-01 -7.29041153e-02
2.82407046e-01 3.26342795e-01]
[ 1.80284262e-01 5.08791834e-01 6.55144143e-02 4.22745690e-01
-8.71389661e-01 -8.43063590e-02 -4.50987840e-01 1.51131514e-01
2.08368992e-01 4.88125072e-01]
[ 2.57254046e-01 2.99019283e-01 2.46083166e-01 1.45055246e-01
-4.07656441e-01 8.09193090e-02 -2.08489078e-01 1.62659947e-01
2.37788278e-01 7.62188491e-02]
[ -7.36684083e-02 2.17335004e-01 2.41747148e-01 1.65335884e-02
-3.58882816e-02 1.30832015e-01 -9.70761496e-02 -1.51125730e-02
-3.30568730e-02 5.07017005e-02]
[ -9.39248504e-02 2.23530040e-03 2.69048864e-02 9.94227617e-02
-6.77596405e-02 1.14271891e-01 2.46937344e-01 2.06542256e-02
-2.70074467e-01 -8.73168941e-02]
[ -2.19244418e-01 -2.24271555e-02 -9.27918856e-02 -3.43022200e-01
1.78844035e-01 1.19401723e-01 1.01740351e-01 1.03586673e-01
-2.06568880e-01 3.31784577e-02]
[ 1.01160095e-02 -3.78832112e-01 -1.27474589e-01 -1.62539215e-01
3.75168656e-01 2.63785847e-02 1.77448188e-01 1.52491420e-01
-1.65841491e-01 -2.21877992e-01]
[ 1.37730726e-01 -1.94154564e-01 -1.43412950e-01 -2.13068790e-03
9.22173973e-02 -5.76401678e-02 3.14282117e-02 -1.49942877e-01
1.30571233e-01 -1.21376107e-01]
[ -1.17756498e-01 1.07833927e-01 2.61400588e-01 -1.41772035e-02
1.64609578e-01 8.40504269e-02 1.58083616e-02 -2.98066586e-01
-1.15491813e-01 -5.92559056e-02]
[ -3.54060986e-01 4.96967437e-02 1.05819146e-02 -3.60415075e-02
1.70686349e-01 -1.69978740e-01 -3.33020529e-03 2.34177103e-01
-9.54080536e-02 6.82997973e-02]
[ 1.46298067e-01 5.74698528e-02 -2.36790427e-01 -8.93447954e-02
1.25048309e-01 -2.94518998e-01 4.37554122e-02 -1.68087506e-01
-2.22382063e-03 -1.91520418e-01]
[ 2.10475270e-01 -1.64308517e-01 6.30185533e-02 -2.40491946e-02
8.84894413e-02 -3.33338309e-02 1.80681535e-02 -1.36897894e-01
1.11747535e-01 -1.81355918e-01]
[ -1.09138802e-01 -6.52054330e-02 1.19296900e-01 1.02684160e-01
6.24834639e-02 -1.11159348e-01 2.58749427e-01 -7.80430858e-02
1.79295010e-01 -1.01433057e-02]
[ 2.96032159e-03 -1.70994514e-01 2.04702625e-01 -2.37583459e-01
2.11120101e-03 1.12818562e-01 5.16931293e-02 -1.15538204e-01
2.78724811e-02 2.28143855e-01]]
[[ 0.60987726]
[ 1.53514471]
[ 0.27563038]
[ 0.86395509]
[-2.63810374]
[-0.2625919 ]
[-1.56453848]
[ 0.05812748]
[ 0.67328799]
[ 0.89083284]]
Progress: 27.9% ... Training loss: 0.287 ... Validation loss: 0.457[[ 1.59901751e-01 2.00406805e-01 -1.08320455e-01 1.06617912e-01
-5.14556737e-01 -7.07478142e-02 -4.87314928e-02 1.22558043e-01
-6.58071029e-02 1.82709438e-01]
[ 1.15663110e-02 1.53283828e-01 -2.07957320e-02 3.93789612e-02
1.04684111e-01 -4.92589792e-03 3.13376196e-01 4.10367255e-02
1.37632820e-01 -3.22122133e-02]
[ 1.74630905e-01 5.56779811e-01 1.10734378e-02 -7.85357245e-03
3.36053474e-01 -2.90050494e-02 -6.32719994e-01 -3.90604074e-02
5.72403662e-02 2.76752926e-01]
[ -4.13817533e-03 -3.08554607e-01 -2.26655481e-01 6.97441178e-02
-2.97342739e-02 1.54605540e-01 1.34832647e-01 5.75355792e-02
4.43992300e-02 1.71364523e-01]
[ -5.73517746e-03 1.41456968e-01 -1.44346553e-01 4.89984879e-02
4.00833819e-02 -1.82667706e-01 4.36563589e-02 -1.18448213e-01
-1.81131335e-01 -4.93916862e-03]
[ -3.63628391e-01 -4.88785423e-01 -2.89476352e-01 1.68084352e-01
9.32984129e-02 3.98291250e-02 1.79165553e-01 -3.59292148e-02
-4.83443010e-03 1.31781140e-02]
[ -2.16501476e-03 -1.91917976e-01 1.06419559e-02 9.29322569e-02
-1.69329425e-02 -7.19233162e-02 1.72030706e-01 -1.90107157e-01
1.92060723e-01 3.25484434e-02]
[ 1.10052056e-01 -2.43106711e-01 3.30999748e-02 -7.24389866e-02
1.11495566e-01 -4.64176520e-02 7.80489451e-02 1.20393967e-01
7.60777391e-02 -2.84902340e-02]
[ -1.75959182e-01 -1.18345674e-01 -3.06115977e-01 -2.75626074e-02
1.34941353e-02 7.10413455e-02 -1.69600862e-01 -2.90728550e-02
2.56125163e-01 -1.35270999e-01]
[ 6.75369976e-02 -3.32491572e-01 9.48892801e-02 4.60850284e-02
3.47317311e-02 -1.20237835e-01 1.23281043e-01 -1.01237161e-01
3.00399713e-02 1.25721341e-01]
[ -8.59377161e-02 -2.21094187e-03 -2.31909389e-03 -1.56182875e-01
4.17783355e-02 2.25125694e-02 1.50798398e-01 -1.03017023e-01
-2.23597199e-02 -1.33674739e-01]
[ -1.20006469e-01 -1.12065151e-01 -7.19702894e-02 -1.25743280e-02
3.92578220e-01 1.03344026e-01 7.37118618e-02 -1.65498441e-02
-1.75465699e-01 -2.18852220e-01]
[ -1.56450021e-01 5.22730026e-03 6.21736137e-02 2.24536097e-02
-1.73961743e-01 -2.19982265e-01 -1.79225683e-01 -1.96963308e-01
8.76352615e-02 1.74907295e-01]
[ -2.44064543e-01 -2.53511105e-01 1.10359767e-01 2.53803198e-01
-9.91185242e-02 -7.67767240e-02 -1.08258457e-02 -2.56793907e-01
-2.31632616e-01 -3.19670290e-02]
[ 1.14430916e-01 -1.12514553e-01 -1.78314133e-02 1.27201363e-01
-3.07313501e-02 -8.94880065e-02 1.69630989e-01 4.02730865e-03
3.53082014e-02 2.03862881e-02]
[ 3.86411955e-02 -6.88152042e-02 -2.10792874e-01 1.51448034e-01
-4.32172507e-02 8.48699096e-02 -6.54088585e-02 -1.97790751e-02
-9.03758212e-02 -3.56415620e-03]
[ -1.20131023e-01 -6.29912296e-02 -2.02358966e-01 1.57259069e-01
-6.54194592e-03 1.33911837e-01 6.65845955e-03 -2.50041659e-01
7.04283091e-02 -1.98409376e-01]
[ -7.29142827e-02 -4.46285484e-02 2.74326334e-01 9.34392171e-02
1.34971267e-01 -5.96635784e-02 -1.18071009e-01 1.20337404e-01
6.80556166e-02 2.79110780e-02]
[ 5.34176502e-02 -3.32619416e-02 8.69184343e-02 8.55407602e-02
7.20932964e-02 -1.64061381e-02 2.42219576e-01 1.20500698e-01
-3.26895622e-02 -6.75296700e-02]
[ 1.12627566e-02 -1.40510005e-01 -2.89442108e-01 -4.54569005e-02
1.74768895e-01 -9.30811343e-02 1.56373794e-01 1.64215101e-01
1.11673858e-01 -2.49435047e-02]
[ 5.00252325e-02 -1.02885422e-02 -1.16858141e-01 4.35032563e-02
-8.52012873e-02 3.22503732e-01 2.60742034e-01 2.05059200e-01
-1.61707058e-01 -6.13787833e-02]
[ -3.00479363e-03 -3.14219752e-02 1.19563564e-01 9.65341060e-02
2.19902147e-02 1.08274797e-01 -1.18245163e-01 -4.21093692e-02
2.05509963e-01 6.84420979e-02]
[ 1.06961063e-01 7.15373691e-02 -4.77318147e-02 -1.03912943e-01
-8.90995926e-02 -3.28971395e-01 1.16653077e-01 8.37119500e-03
1.39253056e-01 8.58788817e-02]
[ -1.00651806e-01 -2.99376357e-03 -1.60794318e-02 2.07343211e-02
1.45051721e-02 -2.03017433e-01 -8.37677485e-02 -1.99900053e-02
1.39971872e-02 1.26168109e-01]
[ -1.45726214e-01 -7.89458544e-02 -1.97818185e-01 -4.50316589e-03
-2.65883992e-01 -4.41451448e-03 -2.28132152e-04 -2.37667169e-02
2.53162592e-03 6.06004958e-02]
[ -3.08160955e-02 -8.22578545e-02 -7.49594299e-02 -1.28469448e-01
5.34235747e-01 2.76414274e-01 5.54783715e-01 1.13011111e-01
-1.82646539e-01 -3.76809521e-01]
[ -1.65099735e-02 -3.73745955e-01 -3.00328763e-02 -7.38873677e-02
6.62174287e-01 1.01219226e-01 5.11262009e-01 9.14316802e-02
2.86077478e-02 -3.82921915e-01]
[ 1.22036503e-02 -4.27811892e-01 -4.26840809e-02 -1.06237298e-01
6.74901106e-01 2.33266126e-02 4.78050966e-01 4.88234585e-02
-3.62500264e-01 -2.16703626e-01]
[ -1.64223211e-01 -5.69080261e-01 -6.94300624e-03 -1.96066528e-01
7.47171204e-01 -9.26755825e-02 5.97890130e-01 -8.21906739e-02
-6.21665517e-02 8.88163091e-02]
[ -2.87209621e-01 -3.77277955e-01 5.76258602e-02 -4.24931339e-02
9.06494922e-01 1.40830643e-01 3.97528558e-01 4.80563661e-02
-8.51678831e-02 -1.31158442e-01]
[ -1.99186014e-01 -2.80876510e-01 2.52986987e-01 -2.38006478e-01
6.48143360e-01 -4.58564493e-02 6.65368626e-01 1.35145697e-02
-2.52681050e-01 -2.38962230e-02]
[ -1.25390335e-01 -2.08149048e-01 -1.78838709e-01 -9.61342668e-02
4.73420268e-01 -2.31673964e-01 1.63712186e-01 1.69464737e-01
-5.38666975e-03 -1.14124203e-01]
[ 1.17287647e-01 2.54144895e-01 1.66840538e-01 -8.20845429e-02
-1.06180845e-01 4.71628902e-02 -1.61647500e-01 2.83911046e-01
8.17468753e-02 1.84080988e-01]
[ 3.47038177e-01 3.09954692e-01 -8.42940524e-02 3.11305637e-01
-8.82079149e-01 -2.86728026e-01 -4.66788822e-01 1.77372271e-01
3.78578311e-01 -3.82112581e-02]
[ 4.64824144e-02 1.40040746e-01 2.52676224e-01 2.49916393e-01
-5.73881667e-02 -1.95622255e-01 -1.78204024e-01 -1.33002507e-01
-1.40298110e-01 -2.89070131e-01]
[ 2.41308913e-02 -5.77988224e-02 -1.18075691e-01 -5.33670197e-02
2.41730631e-01 4.07868795e-02 -7.70579998e-03 -1.84412695e-01
3.48127921e-02 2.09271088e-01]
[ 1.26490932e-03 -5.35114038e-02 -6.66117453e-02 -5.03227430e-02
-2.01318500e-02 -1.76798698e-01 8.75177066e-02 1.01405524e-02
3.77856860e-02 6.65602838e-03]
[ 3.11068359e-02 7.38452855e-02 2.45173515e-01 7.72484759e-02
-2.36363809e-01 -1.35616561e-01 1.07883077e-01 3.98060106e-02
-1.83323072e-01 1.11070228e-01]
[ 7.28979336e-02 3.27827441e-02 1.08381791e-01 9.70718587e-03
-2.44353127e-01 6.85653685e-02 6.47029158e-02 -2.70549666e-01
-1.56173768e-02 -8.64474275e-02]
[ -1.16277147e-02 8.84325197e-02 8.42948789e-02 -3.00128431e-02
-3.69864706e-02 1.81182790e-01 1.01960177e-01 1.18516039e-01
-2.14968063e-02 1.73231043e-01]
[ 2.12063535e-01 4.45513544e-02 2.48204287e-02 6.93262668e-02
8.11870891e-02 -1.92709392e-02 -1.38537476e-01 1.47654317e-01
-6.35619889e-02 -3.16617213e-02]
[ 3.99477260e-02 -2.01910988e-02 1.59811702e-02 3.78742708e-02
-3.96130539e-01 -1.21941073e-01 -1.97653464e-01 4.10721821e-02
1.17394415e-01 1.91228083e-01]
[ 4.08390482e-02 5.16013644e-01 1.20312517e-01 4.08669225e-01
-1.08306656e+00 -3.03735683e-01 -6.09842152e-01 -7.28305561e-02
2.83332273e-01 3.27563497e-01]
[ 1.80621073e-01 5.09391099e-01 6.56988637e-02 4.23286943e-01
-8.73040817e-01 -8.44781548e-02 -4.51747428e-01 1.51169717e-01
2.08833658e-01 4.88532860e-01]
[ 2.57273754e-01 2.99098245e-01 2.46086299e-01 1.45121631e-01
-4.07800638e-01 8.09010680e-02 -2.08589842e-01 1.62664630e-01
2.37827679e-01 7.62603819e-02]
[ -7.37896864e-02 2.17067665e-01 2.41689872e-01 1.63501354e-02
-3.53016099e-02 1.30887633e-01 -9.67799117e-02 -1.51240834e-02
-3.31994800e-02 5.05405449e-02]
[ -9.44853258e-02 9.58520306e-04 2.66375339e-02 9.85892066e-02
-6.52293528e-02 1.14520814e-01 2.48226778e-01 2.05980582e-02
-2.70719473e-01 -8.81398861e-02]
[ -2.19519173e-01 -2.31251482e-02 -9.29277164e-02 -3.43434416e-01
1.80092594e-01 1.19531881e-01 1.02394866e-01 1.03558269e-01
-2.06888130e-01 3.27905921e-02]
[ 9.62765907e-03 -3.80179985e-01 -1.27692236e-01 -1.63247748e-01
3.76998798e-01 2.65895473e-02 1.78832457e-01 1.52445546e-01
-1.66395175e-01 -2.22620970e-01]
[ 1.38813575e-01 -1.91764510e-01 -1.42902290e-01 -5.41798774e-04
8.75594121e-02 -5.81012800e-02 2.89062139e-02 -1.49840970e-01
1.31783864e-01 -1.19842661e-01]
[ -1.16803448e-01 1.09464756e-01 2.61857420e-01 -1.27377415e-02
1.60746948e-01 8.35844518e-02 1.37236344e-02 -2.97963553e-01
-1.14330367e-01 -5.78929579e-02]
[ -3.54614561e-01 4.82546502e-02 1.03455058e-02 -3.68157378e-02
1.73898666e-01 -1.69798071e-01 -2.17951752e-03 2.34130245e-01
-9.59494386e-02 6.76663248e-02]
[ 1.46540357e-01 5.79717305e-02 -2.36709895e-01 -8.90667117e-02
1.24312479e-01 -2.94625790e-01 4.33125782e-02 -1.68068621e-01
-1.98243814e-03 -1.91211667e-01]
[ 2.09057298e-01 -1.67874414e-01 6.23310678e-02 -2.62237578e-02
9.48022834e-02 -3.26703883e-02 2.18829317e-02 -1.37045024e-01
1.10071453e-01 -1.83542692e-01]
[ -1.10050070e-01 -6.75238941e-02 1.18893031e-01 1.01356863e-01
6.62197043e-02 -1.10753798e-01 2.60947398e-01 -7.81311231e-02
1.78300949e-01 -1.14378623e-02]
[ 1.94092442e-03 -1.73235513e-01 2.04136029e-01 -2.39128049e-01
6.35033923e-03 1.13287183e-01 5.38845154e-02 -1.15648051e-01
2.67504696e-02 2.26590205e-01]]
[[ 0.60240039]
[ 1.53094832]
[ 0.27082896]
[ 0.8603162 ]
[-2.64927268]
[-0.26810106]
[-1.56952277]
[ 0.05090012]
[ 0.66903534]
[ 0.88460259]]
Progress: 27.9% ... Training loss: 0.289 ... Validation loss: 0.461[[ 1.62023857e-01 2.04462598e-01 -1.07305135e-01 1.09719331e-01
-5.23051347e-01 -7.16042349e-02 -5.30075667e-02 1.22755049e-01
-6.33099187e-02 1.85839600e-01]
[ 1.12573936e-02 1.52407094e-01 -2.09198541e-02 3.89715258e-02
1.05854878e-01 -4.80196394e-03 3.14087112e-01 4.10128042e-02
1.37307121e-01 -3.26199286e-02]
[ 1.73545623e-01 5.56507407e-01 1.06360485e-02 -9.40438926e-03
3.39692157e-01 -2.85150338e-02 -6.31231072e-01 -3.91351342e-02
5.60704661e-02 2.75036069e-01]
[ -5.62286630e-03 -3.13351736e-01 -2.27427089e-01 6.74395020e-02
-2.36721915e-02 1.55300704e-01 1.39079243e-01 5.73577076e-02
4.24901193e-02 1.68881017e-01]
[ -6.92311600e-03 1.39496099e-01 -1.44870572e-01 4.71003692e-02
4.56747431e-02 -1.82186776e-01 4.62680681e-02 -1.18517183e-01
-1.82510353e-01 -6.73747665e-03]
[ -3.61715510e-01 -4.85812983e-01 -2.88579366e-01 1.70886484e-01
8.57097140e-02 3.89742476e-02 1.75571415e-01 -3.57585171e-02
-2.65298009e-03 1.60881143e-02]
[ -2.03433646e-03 -1.91571491e-01 1.06711734e-02 9.30962325e-02
-1.67541470e-02 -7.19924632e-02 1.71597640e-01 -1.90079289e-01
1.92143223e-01 3.26789386e-02]
[ 1.11679593e-01 -2.39197481e-01 3.39439539e-02 -6.98245117e-02
1.03730989e-01 -4.71750776e-02 7.43815826e-02 1.20556198e-01
7.80511256e-02 -2.59604578e-02]
[ -1.76868463e-01 -1.20846714e-01 -3.06496215e-01 -2.88244459e-02
1.66436880e-02 7.14597462e-02 -1.67125768e-01 -2.91504890e-02
2.55245642e-01 -1.36641316e-01]
[ 7.05774654e-02 -3.26209186e-01 9.63496439e-02 5.05524189e-02
2.26233431e-02 -1.21603035e-01 1.16571130e-01 -1.00939059e-01
3.36439038e-02 1.30323602e-01]
[ -8.55842712e-02 -2.21232677e-03 -2.14386664e-03 -1.55572613e-01
4.06499682e-02 2.23184794e-02 1.50305483e-01 -1.02976822e-01
-2.18896043e-02 -1.33120400e-01]
[ -1.20376192e-01 -1.13081873e-01 -7.20777109e-02 -1.29903110e-02
3.93218793e-01 1.03503366e-01 7.49623492e-02 -1.65795014e-02
-1.75840063e-01 -2.19389759e-01]
[ -1.56712396e-01 4.69013582e-03 6.20353903e-02 2.21106843e-02
-1.73390487e-01 -2.19845363e-01 -1.78492813e-01 -1.96988789e-01
8.72933933e-02 1.74488189e-01]
[ -2.43724731e-01 -2.53044258e-01 1.10546706e-01 2.54379986e-01
-1.00842602e-01 -7.69209536e-02 -1.11876532e-02 -2.56763421e-01
-2.31265461e-01 -3.14845590e-02]
[ 1.14791852e-01 -1.12133846e-01 -1.76811151e-02 1.27657301e-01
-3.15269343e-02 -8.96532926e-02 1.68744867e-01 4.05987698e-03
3.57030384e-02 2.09340366e-02]
[ 3.99335762e-02 -6.65134804e-02 -2.10214176e-01 1.53334670e-01
-4.87297368e-02 8.42885252e-02 -6.79110226e-02 -1.96625514e-02
-8.88638770e-02 -1.56231681e-03]
[ -1.21154142e-01 -6.52199266e-02 -2.02816206e-01 1.55830420e-01
-2.10804740e-03 1.34322100e-01 9.08204275e-03 -2.50112456e-01
6.92878144e-02 -1.99847652e-01]
[ -7.28319982e-02 -4.45192674e-02 2.74374755e-01 9.35607064e-02
1.34714428e-01 -5.97018734e-02 -1.18388900e-01 1.20343642e-01
6.81428659e-02 2.80248321e-02]
[ 5.47179339e-02 -3.02710095e-02 8.74862143e-02 8.73855524e-02
6.70973292e-02 -1.69510159e-02 2.39150152e-01 1.20613473e-01
-3.12647804e-02 -6.57229755e-02]
[ 1.10748955e-02 -1.41187664e-01 -2.89518813e-01 -4.57682689e-02
1.75121077e-01 -9.29450564e-02 1.57071555e-01 1.64198345e-01
1.11475859e-01 -2.52136772e-02]
[ 5.05427239e-02 -8.98798515e-03 -1.16585902e-01 4.44193322e-02
-8.77735381e-02 3.22208672e-01 2.59503678e-01 2.05113454e-01
-1.61015586e-01 -6.05504480e-02]
[ -2.72722794e-03 -3.06032440e-02 1.19732122e-01 9.70212825e-02
2.03560249e-02 1.08150490e-01 -1.18874711e-01 -4.20774675e-02
2.05927447e-01 6.88361421e-02]
[ 1.06601273e-01 7.06003081e-02 -4.78600711e-02 -1.04400864e-01
-8.79148313e-02 -3.28818693e-01 1.17627935e-01 8.34112581e-03
1.38846308e-01 8.53465972e-02]
[ -1.00831625e-01 -3.51036203e-03 -1.61571416e-02 2.04912356e-02
1.53237449e-02 -2.02943688e-01 -8.32739059e-02 -2.00039175e-02
1.38132645e-02 1.25913742e-01]
[ -1.45384563e-01 -7.82275018e-02 -1.97661262e-01 -4.00229376e-03
-2.67206938e-01 -4.55691371e-03 -1.03233450e-03 -2.37367639e-02
2.92368284e-03 6.11206655e-02]
[ -3.07624775e-02 -8.22996764e-02 -7.49264716e-02 -1.28353461e-01
5.33864399e-01 2.76384266e-01 5.54837103e-01 1.13017552e-01
-1.82577742e-01 -3.76737110e-01]
[ -1.62263192e-02 -3.73167353e-01 -2.99076676e-02 -7.34693617e-02
6.61094100e-01 1.01089992e-01 5.10624914e-01 9.14562762e-02
2.89288148e-02 -3.82510366e-01]
[ 1.20079911e-02 -4.28327214e-01 -4.27719851e-02 -1.06523220e-01
6.75729213e-01 2.34139694e-02 4.78542404e-01 4.88063188e-02
-3.62722452e-01 -2.16994029e-01]
[ -1.64147588e-01 -5.69145099e-01 -6.90035700e-03 -1.95911790e-01
7.46739337e-01 -9.27239756e-02 5.98013235e-01 -8.21815653e-02
-6.20384762e-02 8.89916943e-02]
[ -2.87023649e-01 -3.77113332e-01 5.77162309e-02 -4.21812223e-02
9.05511178e-01 1.40731277e-01 3.97222545e-01 4.80748982e-02
-8.49302703e-02 -1.30850206e-01]
[ -1.99024667e-01 -2.80695028e-01 2.53069461e-01 -2.37745533e-01
6.47347177e-01 -4.59370446e-02 6.65121803e-01 1.35299212e-02
-2.52481216e-01 -2.36270625e-02]
[ -1.25528139e-01 -2.08530944e-01 -1.78896551e-01 -9.63252050e-02
4.73976031e-01 -2.31618021e-01 1.64068767e-01 1.69454163e-01
-5.54476181e-03 -1.14316206e-01]
[ 1.17196116e-01 2.53907691e-01 1.66794186e-01 -8.22281761e-02
-1.05837726e-01 4.72070903e-02 -1.61630600e-01 2.83901752e-01
8.16382227e-02 1.83924406e-01]
[ 3.48241263e-01 3.12391521e-01 -8.37302477e-02 3.12949027e-01
-8.85687176e-01 -2.87242574e-01 -4.69816358e-01 1.77480970e-01
3.80031037e-01 -3.63463034e-02]
[ 4.60240579e-02 1.38916224e-01 2.52491142e-01 2.49265331e-01
-5.56139897e-02 -1.95426739e-01 -1.77206412e-01 -1.33041620e-01
-1.40807218e-01 -2.89746571e-01]
[ 2.41231176e-02 -5.79619790e-02 -1.18098377e-01 -5.34081209e-02
2.41705498e-01 4.07945734e-02 -7.63053735e-03 -1.84415387e-01
3.47947815e-02 2.09228558e-01]
[ 1.05277096e-03 -5.40153341e-02 -6.67079835e-02 -5.06359792e-02
-1.92274417e-02 -1.76717364e-01 8.80507523e-02 1.01223312e-02
3.75366266e-02 6.34809858e-03]
[ 3.12515555e-02 7.41918464e-02 2.45232295e-01 7.74158219e-02
-2.36844327e-01 -1.35666157e-01 1.07526050e-01 3.98167842e-02
-1.83185673e-01 1.11269653e-01]
[ 7.26835792e-02 3.23537133e-02 1.08286929e-01 9.35950041e-03
-2.43168243e-01 6.86418462e-02 6.52595464e-02 -2.70564837e-01
-1.58695476e-02 -8.67679781e-02]
[ -1.17799700e-02 8.79874639e-02 8.42075792e-02 -3.03036707e-02
-3.63523278e-02 1.81259109e-01 1.02465346e-01 1.18498953e-01
-2.17076436e-02 1.73006469e-01]
[ 2.11951588e-01 4.42616716e-02 2.47665915e-02 6.91599113e-02
8.16965286e-02 -1.92201827e-02 -1.38245704e-01 1.47644848e-01
-6.36934554e-02 -3.18372057e-02]
[ 4.04156501e-02 -1.89474554e-02 1.61938789e-02 3.85393333e-02
-3.98042960e-01 -1.22147240e-01 -1.98835810e-01 4.11122984e-02
1.17925943e-01 1.91881659e-01]
[ 4.17527708e-02 5.18083028e-01 1.20753656e-01 4.10066490e-01
-1.08666516e+00 -3.04073698e-01 -6.11564008e-01 -7.27361491e-02
2.84342866e-01 3.28761600e-01]
[ 1.80940241e-01 5.10106086e-01 6.59218328e-02 4.24084997e-01
-8.76208647e-01 -8.46667797e-02 -4.52258294e-01 1.51211124e-01
2.09347203e-01 4.89146809e-01]
[ 2.57437937e-01 2.99583243e-01 2.46162563e-01 1.45374321e-01
-4.08595549e-01 8.08187247e-02 -2.09059238e-01 1.62680357e-01
2.38000611e-01 7.65190293e-02]
[ -7.37984234e-02 2.17043674e-01 2.41675927e-01 1.63326953e-02
-3.51913196e-02 1.30892435e-01 -9.67359946e-02 -1.51246996e-02
-3.32098114e-02 5.05147593e-02]
[ -9.43636099e-02 1.17968857e-03 2.67182186e-02 9.88319335e-02
-6.59818238e-02 1.14448739e-01 2.47997830e-01 2.06126645e-02
-2.70538591e-01 -8.78845361e-02]
[ -2.19349220e-01 -2.26632579e-02 -9.28545617e-02 -3.43215644e-01
1.79484691e-01 1.19459187e-01 1.01940785e-01 1.03572324e-01
-2.06701105e-01 3.30093596e-02]
[ 9.71534252e-03 -3.80136585e-01 -1.27659407e-01 -1.63127695e-01
3.76740690e-01 2.65577578e-02 1.78710149e-01 1.52454265e-01
-1.66309456e-01 -2.22508245e-01]
[ 1.38317829e-01 -1.93292666e-01 -1.43105224e-01 -1.23757983e-03
8.86428231e-02 -5.78518481e-02 3.03570547e-02 -1.49885948e-01
1.31384181e-01 -1.20577654e-01]
[ -1.18124052e-01 1.06368583e-01 2.61289797e-01 -1.44339733e-02
1.65395495e-01 8.41235232e-02 1.69890135e-02 -2.98060128e-01
-1.15811281e-01 -5.97840703e-02]
[ -3.54274071e-01 4.90806868e-02 1.04818069e-02 -3.63675894e-02
1.72987852e-01 -1.69942662e-01 -2.93997158e-03 2.34159159e-01
-9.56145376e-02 6.80619505e-02]
[ 1.47323362e-01 5.96153777e-02 -2.36260683e-01 -8.76321501e-02
1.20351821e-01 -2.94961317e-01 4.16768935e-02 -1.67980785e-01
-1.03262298e-03 -1.89870114e-01]
[ 2.10011432e-01 -1.66450707e-01 6.27711317e-02 -2.48708475e-02
9.18068723e-02 -3.31344897e-02 1.98755713e-02 -1.36953500e-01
1.11220207e-01 -1.82078088e-01]
[ -1.08537163e-01 -6.41802986e-02 1.19573123e-01 1.03393414e-01
6.04319266e-02 -1.11411674e-01 2.57599687e-01 -7.80005204e-02
1.79968418e-01 -9.24160880e-03]
[ 2.92855354e-03 -1.71121055e-01 2.04590862e-01 -2.37689463e-01
2.24811538e-03 1.12837725e-01 5.17000338e-02 -1.15562210e-01
2.78879422e-02 2.28018229e-01]]
[[ 0.61444419]
[ 1.53928745]
[ 0.28232599]
[ 0.87342029]
[-2.64400799]
[-0.25958245]
[-1.5573685 ]
[ 0.06305459]
[ 0.68131429]
[ 0.89690947]]
Progress: 28.0% ... Training loss: 0.288 ... Validation loss: 0.459[[ 1.62563455e-01 2.05321252e-01 -1.07101205e-01 1.10257863e-01
-5.24573447e-01 -7.18063248e-02 -5.43185084e-02 1.22794930e-01
-6.28513022e-02 1.86575849e-01]
[ 1.12797102e-02 1.52353603e-01 -2.08913412e-02 3.90442390e-02
1.05779753e-01 -4.81722883e-03 3.14148688e-01 4.10173953e-02
1.37341849e-01 -3.25796716e-02]
[ 1.74103074e-01 5.58421955e-01 1.09265793e-02 -8.69317376e-03
3.38080750e-01 -2.87275937e-02 -6.33256879e-01 -3.90937888e-02
5.67937722e-02 2.75988425e-01]
[ -3.57273436e-03 -3.09200693e-01 -2.26310122e-01 7.04422915e-02
-3.08297963e-02 1.54423900e-01 1.34572386e-01 5.75870337e-02
4.48726949e-02 1.72216775e-01]
[ -1.32453974e-02 1.25948071e-01 -1.47510549e-01 3.84667377e-02
6.96791381e-02 -1.79660640e-01 6.20728058e-02 -1.19180712e-01
-1.88790078e-01 -1.54872696e-02]
[ -3.61868679e-01 -4.86944361e-01 -2.88645000e-01 1.70697452e-01
8.55974123e-02 3.89941450e-02 1.76514667e-01 -3.57702592e-02
-2.80991662e-03 1.58503301e-02]
[ -2.44192995e-03 -1.92309408e-01 1.05459676e-02 9.25760110e-02
-1.52169949e-02 -7.18253974e-02 1.72361988e-01 -1.90123310e-01
1.91763740e-01 3.22014786e-02]
[ 1.10583511e-01 -2.41909067e-01 3.34610108e-02 -7.14644598e-02
1.07726948e-01 -4.67239853e-02 7.73567511e-02 1.20437845e-01
7.68729364e-02 -2.75538348e-02]
[ -1.75786198e-01 -1.18565561e-01 -3.05976079e-01 -2.72454546e-02
1.24237090e-02 7.10024256e-02 -1.69755140e-01 -2.90436450e-02
2.56394029e-01 -1.35028539e-01]
[ 6.94895498e-02 -3.29032956e-01 9.58249874e-02 4.88322159e-02
2.61834095e-02 -1.21111326e-01 1.19239731e-01 -1.01072628e-01
3.23250713e-02 1.28575893e-01]
[ -8.47896617e-02 -6.11855374e-04 -1.69720819e-03 -1.54308241e-01
3.69166375e-02 2.19463061e-02 1.48704775e-01 -1.02889615e-01
-2.09847122e-02 -1.31892422e-01]
[ -1.20657466e-01 -1.14158302e-01 -7.21533607e-02 -1.33046912e-02
3.94592887e-01 1.03564564e-01 7.59478511e-02 -1.66004124e-02
-1.75992344e-01 -2.19565872e-01]
[ -1.56712396e-01 4.69013582e-03 6.20353903e-02 2.21106843e-02
-1.73390487e-01 -2.19845363e-01 -1.78492813e-01 -1.96988789e-01
8.72933933e-02 1.74488189e-01]
[ -2.44030594e-01 -2.53617685e-01 1.10403079e-01 2.53961715e-01
-1.00198415e-01 -7.67903648e-02 -1.04476136e-02 -2.56798167e-01
-2.31628660e-01 -3.20133155e-02]
[ 1.15107654e-01 -1.11851543e-01 -1.75344009e-02 1.28119178e-01
-3.27005906e-02 -8.98201990e-02 1.68293959e-01 4.09593044e-03
3.60508999e-02 2.13950860e-02]
[ 3.97331624e-02 -6.75771142e-02 -2.10280280e-01 1.53085116e-01
-4.81387649e-02 8.43496944e-02 -6.71021247e-02 -1.96752583e-02
-8.90194937e-02 -1.75511303e-03]
[ -1.21640100e-01 -6.63662578e-02 -2.03019583e-01 1.55129585e-01
5.51891050e-05 1.34527409e-01 1.01889972e-02 -2.50166089e-01
6.87559611e-02 -2.00512110e-01]
[ -7.25332105e-02 -4.36425857e-02 2.74535106e-01 9.40237535e-02
1.33197722e-01 -5.98309122e-02 -1.19126131e-01 1.20374457e-01
6.85034916e-02 2.84951429e-02]
[ 5.39055165e-02 -3.25409874e-02 8.70621625e-02 8.60499224e-02
7.06153803e-02 -1.65590768e-02 2.41315230e-01 1.20515232e-01
-3.22606508e-02 -6.69995498e-02]
[ 1.17046184e-02 -1.39569497e-01 -2.89216133e-01 -4.48612062e-02
1.72376560e-01 -9.32270834e-02 1.55442900e-01 1.64266338e-01
1.12184990e-01 -2.42993116e-02]
[ 4.95087347e-02 -1.13372098e-02 -1.17003299e-01 4.30331759e-02
-8.37807972e-02 3.22616575e-01 2.62046132e-01 2.05011418e-01
-1.62051599e-01 -6.19714035e-02]
[ -2.81301466e-03 -3.06869953e-02 1.19706468e-01 9.69109137e-02
2.03687206e-02 1.08172945e-01 -1.18594112e-01 -4.20842276e-02
2.05854227e-01 6.87392620e-02]
[ 1.07956708e-01 7.36407530e-02 -4.72449760e-02 -1.02475832e-01
-9.30796511e-02 -3.29372850e-01 1.14293182e-01 8.47162958e-03
1.40281075e-01 8.72735583e-02]
[ -1.00604852e-01 -3.05307031e-03 -1.60375158e-02 2.08834327e-02
1.42127946e-02 -2.03062951e-01 -8.38493111e-02 -1.99765328e-02
1.41136849e-02 1.26316332e-01]
[ -1.45861236e-01 -7.93157728e-02 -1.97879163e-01 -4.72090561e-03
-2.65217341e-01 -4.34415040e-03 1.03989893e-04 -2.37886642e-02
2.36042764e-03 6.04299652e-02]
[ -3.06290652e-02 -8.20537951e-02 -7.48666276e-02 -1.28163359e-01
5.33300469e-01 2.76330391e-01 5.54652242e-01 1.13030928e-01
-1.82439845e-01 -3.76567648e-01]
[ -1.62361887e-02 -3.73436964e-01 -2.99366112e-02 -7.35300701e-02
6.61297014e-01 1.01105235e-01 5.10879986e-01 9.14524831e-02
2.88905264e-02 -3.82590039e-01]
[ 1.21633120e-02 -4.28271878e-01 -4.27137542e-02 -1.06272705e-01
6.75090564e-01 2.33474227e-02 4.78380511e-01 4.88253338e-02
-3.62545653e-01 -2.16749198e-01]
[ -1.64213609e-01 -5.69351086e-01 -6.93618401e-03 -1.96020933e-01
7.47048925e-01 -9.26921917e-02 5.98279116e-01 -8.21899381e-02
-6.21231880e-02 8.88834745e-02]
[ -2.87165684e-01 -3.77444097e-01 5.76565737e-02 -4.23536129e-02
9.05886890e-01 1.40790949e-01 3.97560218e-01 4.80613056e-02
-8.50713184e-02 -1.31033523e-01]
[ -1.98919987e-01 -2.80681947e-01 2.53142651e-01 -2.37492528e-01
6.46728225e-01 -4.60151025e-02 6.65037121e-01 1.35474821e-02
-2.52295618e-01 -2.33633924e-02]
[ -1.25413328e-01 -2.08323837e-01 -1.78852539e-01 -9.61712978e-02
4.73642858e-01 -2.31662710e-01 1.63812340e-01 1.69465598e-01
-5.43122648e-03 -1.14144561e-01]
[ 1.17255722e-01 2.54122655e-01 1.66820442e-01 -8.21595282e-02
-1.06078265e-01 4.71846945e-02 -1.61915755e-01 2.83906643e-01
8.16987722e-02 1.84010779e-01]
[ 3.47569640e-01 3.10416945e-01 -8.40914854e-02 3.11751927e-01
-8.82490488e-01 -2.86911930e-01 -4.67967714e-01 1.77394056e-01
3.79069736e-01 -3.73710266e-02]
[ 4.60023511e-02 1.38560102e-01 2.52500983e-01 2.49207090e-01
-5.54840656e-02 -1.95418584e-01 -1.77015182e-01 -1.33041914e-01
-1.40818468e-01 -2.89787636e-01]
[ 2.38521009e-02 -5.83625917e-02 -1.18188089e-01 -5.37489560e-02
2.42667576e-01 4.09008227e-02 -7.08459323e-03 -1.84440018e-01
3.45162380e-02 2.08843697e-01]
[ 7.98778452e-04 -5.46974893e-02 -6.68235608e-02 -5.09976447e-02
-1.82158313e-02 -1.76618588e-01 8.87651085e-02 1.00965847e-02
3.72608264e-02 6.03377934e-03]
[ 3.10705498e-02 7.37575618e-02 2.45151088e-01 7.71581317e-02
-2.36101171e-01 -1.35607796e-01 1.07970895e-01 3.97993150e-02
-1.83383432e-01 1.10977828e-01]
[ 7.47969173e-02 3.76765662e-02 1.09281687e-01 1.24119798e-02
-2.52557917e-01 6.77394890e-02 5.97823464e-02 -2.70361745e-01
-1.34617381e-02 -8.36421436e-02]
[ -1.16134114e-02 8.83813258e-02 8.42779738e-02 -3.00632114e-02
-3.69760392e-02 1.81188901e-01 1.02058759e-01 1.18516164e-01
-2.15305974e-02 1.73239113e-01]
[ 2.11870336e-01 4.40754401e-02 2.47453723e-02 6.90717146e-02
8.20897242e-02 -1.91896592e-02 -1.38010425e-01 1.47639604e-01
-6.37591863e-02 -3.19145043e-02]
[ 4.06203961e-02 -1.84961350e-02 1.63054081e-02 3.88782835e-02
-3.99137637e-01 -1.22242379e-01 -1.99342161e-01 4.11373081e-02
1.18186187e-01 1.92192035e-01]
[ 4.09368682e-02 5.16210667e-01 1.20429659e-01 4.08944957e-01
-1.08312216e+00 -3.03746131e-01 -6.09571029e-01 -7.28183653e-02
2.83554399e-01 3.27639387e-01]
[ 1.80576248e-01 5.09433348e-01 6.57493127e-02 4.23532735e-01
-8.75098196e-01 -8.44934458e-02 -4.51417080e-01 1.51169675e-01
2.08889714e-01 4.88551839e-01]
[ 2.57057830e-01 2.98669703e-01 2.45992155e-01 1.44859657e-01
-4.07113382e-01 8.09572564e-02 -2.08269818e-01 1.62644923e-01
2.37567178e-01 7.59590700e-02]
[ -7.37675808e-02 2.17186229e-01 2.41699763e-01 1.64063963e-02
-3.54472369e-02 1.30862781e-01 -9.68103080e-02 -1.51201574e-02
-3.31452302e-02 5.05775902e-02]
[ -9.45721740e-02 6.69382592e-04 2.66201212e-02 9.85337739e-02
-6.51147971e-02 1.14535632e-01 2.48504878e-01 2.05916236e-02
-2.70750319e-01 -8.81920185e-02]
[ -2.19354607e-01 -2.26640303e-02 -9.28526647e-02 -3.43228786e-01
1.79505399e-01 1.19466420e-01 1.01922737e-01 1.03572809e-01
-2.06715226e-01 3.30072833e-02]
[ 9.52992308e-03 -3.80673210e-01 -1.27728440e-01 -1.63373943e-01
3.77352521e-01 2.66284501e-02 1.79249478e-01 1.52436573e-01
-1.66500065e-01 -2.22779754e-01]
[ 1.40494298e-01 -1.87867056e-01 -1.42086431e-01 1.98881746e-03
7.91591035e-02 -5.87897017e-02 2.50500234e-02 -1.49670880e-01
1.33894844e-01 -1.17390707e-01]
[ -1.17880101e-01 1.06945564e-01 2.61426546e-01 -1.40270777e-02
1.65327352e-01 8.40105272e-02 1.64751952e-02 -2.98028448e-01
-1.15613759e-01 -5.93935726e-02]
[ -3.54701072e-01 4.81658787e-02 1.03082215e-02 -3.68984656e-02
1.74539030e-01 -1.69809036e-01 -1.84642917e-03 2.34118433e-01
-9.60341523e-02 6.75324203e-02]
[ 1.46875944e-01 5.84433641e-02 -2.36443424e-01 -8.82185951e-02
1.21867084e-01 -2.94798110e-01 4.27401778e-02 -1.68022503e-01
-1.50078074e-03 -1.90512012e-01]
[ 2.09354098e-01 -1.68490147e-01 6.24597000e-02 -2.59417112e-02
9.49642520e-02 -3.28482138e-02 2.16295227e-02 -1.37025175e-01
1.10426087e-01 -1.83042360e-01]
[ -1.07611277e-01 -6.25426702e-02 1.20014021e-01 1.04740354e-01
5.65832763e-02 -1.11822538e-01 2.55559737e-01 -7.78976437e-02
1.81000189e-01 -7.87070445e-03]
[ 5.39420040e-04 -1.76934740e-01 2.03508534e-01 -2.41251722e-01
1.06256372e-02 1.13897064e-01 5.77034501e-02 -1.15824990e-01
2.52636576e-02 2.24509737e-01]]
[[ 0.61239151]
[ 1.53614397]
[ 0.27965519]
[ 0.8703256 ]
[-2.64368288]
[-0.25952356]
[-1.55868042]
[ 0.06143504]
[ 0.68188063]
[ 0.89396858]]
Progress: 28.1% ... Training loss: 0.289 ... Validation loss: 0.463[[ 1.60712470e-01 2.01134368e-01 -1.07951295e-01 1.07793895e-01
-5.19940839e-01 -7.10210985e-02 -5.03150836e-02 1.22593842e-01
-6.49921463e-02 1.83767056e-01]
[ 1.11429773e-02 1.51733709e-01 -2.09520039e-02 3.88720570e-02
1.06175547e-01 -4.75499539e-03 3.14473847e-01 4.10022090e-02
1.37198081e-01 -3.27516240e-02]
[ 1.74137281e-01 5.58489602e-01 1.07569870e-02 -9.24494167e-03
3.40850141e-01 -2.86328464e-02 -6.33918529e-01 -3.91299288e-02
5.66492826e-02 2.75832375e-01]
[ -2.22788418e-03 -3.05745278e-01 -2.25451767e-01 7.27241734e-02
-3.54558513e-02 1.53904768e-01 1.31607085e-01 5.77518855e-02
4.64404279e-02 1.74226984e-01]
[ -1.39917822e-02 1.23634669e-01 -1.47858744e-01 3.76848149e-02
7.13283407e-02 -1.79438735e-01 6.42527937e-02 -1.19239405e-01
-1.89788181e-01 -1.66006598e-02]
[ -3.62693188e-01 -4.89403955e-01 -2.89007556e-01 1.69646969e-01
8.76813242e-02 3.93231361e-02 1.79056542e-01 -3.58487829e-02
-3.74595890e-03 1.47149817e-02]
[ -3.97956778e-03 -1.96053590e-01 9.89360983e-03 9.07763403e-02
-1.04738702e-02 -7.12058871e-02 1.75751918e-01 -1.90269058e-01
1.90226711e-01 3.00920975e-02]
[ 1.10017489e-01 -2.43747015e-01 3.31418933e-02 -7.24589513e-02
1.10133492e-01 -4.64506616e-02 7.88709580e-02 1.20362291e-01
7.60655483e-02 -2.85293371e-02]
[ -1.76838516e-01 -1.21082463e-01 -3.06458070e-01 -2.87275017e-02
1.65480434e-02 7.13667224e-02 -1.67271623e-01 -2.91439521e-02
2.55320954e-01 -1.36560558e-01]
[ 6.67851124e-02 -3.36236019e-01 9.45233110e-02 4.51160821e-02
3.57626632e-02 -1.20039045e-01 1.25734415e-01 -1.01352349e-01
2.93006314e-02 1.24554974e-01]
[ -8.51064939e-02 -1.64494988e-03 -1.84272854e-03 -1.54729165e-01
3.80169040e-02 2.20668539e-02 1.49774265e-01 -1.02915617e-01
-2.12702568e-02 -1.32309036e-01]
[ -1.21616683e-01 -1.16480771e-01 -7.25221854e-02 -1.44943249e-02
3.97271282e-01 1.03957858e-01 7.83132058e-02 -1.66948223e-02
-1.77035895e-01 -2.20880589e-01]
[ -1.56712396e-01 4.69013582e-03 6.20353903e-02 2.21106843e-02
-1.73390487e-01 -2.19845363e-01 -1.78492813e-01 -1.96988789e-01
8.72933933e-02 1.74488189e-01]
[ -2.44588824e-01 -2.55149040e-01 1.10162046e-01 2.53241828e-01
-9.85725756e-02 -7.65732096e-02 -9.04928430e-03 -2.56854038e-01
-2.32254248e-01 -3.28307338e-02]
[ 1.15459745e-01 -1.11168853e-01 -1.73683430e-02 1.28639175e-01
-3.41046849e-02 -8.99559737e-02 1.67692003e-01 4.13376120e-03
3.64370749e-02 2.18970219e-02]
[ 3.87953762e-02 -6.99423395e-02 -2.10707710e-01 1.51783211e-01
-4.48915045e-02 8.47289326e-02 -6.46837386e-02 -1.97673442e-02
-9.00626687e-02 -3.01370815e-03]
[ -1.23296321e-01 -7.07107464e-02 -2.03705494e-01 1.53022474e-01
5.49062898e-03 1.35208459e-01 1.43773194e-02 -2.50320686e-01
6.70060262e-02 -2.02885971e-01]
[ -7.25917431e-02 -4.37888841e-02 2.74462422e-01 9.39845682e-02
1.33384284e-01 -5.98053699e-02 -1.19126522e-01 1.20364767e-01
6.84514553e-02 2.84415683e-02]
[ 5.41854156e-02 -3.16639980e-02 8.72075687e-02 8.65203418e-02
6.92066125e-02 -1.66846424e-02 2.40450237e-01 1.20542380e-01
-3.19020716e-02 -6.65695672e-02]
[ 1.09153441e-02 -1.41682995e-01 -2.89631100e-01 -4.61495030e-02
1.75759371e-01 -9.28679738e-02 1.57474366e-01 1.64177429e-01
1.11203996e-01 -2.55149567e-02]
[ 4.95642663e-02 -1.14914044e-02 -1.17004387e-01 4.30386313e-02
-8.38050500e-02 3.22620773e-01 2.62092001e-01 2.05006268e-01
-1.62041005e-01 -6.19795548e-02]
[ -2.66034083e-03 -3.02326945e-02 1.19799511e-01 9.72005965e-02
1.94497142e-02 1.08083509e-01 -1.19155182e-01 -4.20657656e-02
2.06043449e-01 6.89901595e-02]
[ 1.07659225e-01 7.28856155e-02 -4.73877297e-02 -1.02925466e-01
-9.17474985e-02 -3.29267848e-01 1.15078890e-01 8.44146204e-03
1.39972380e-01 8.68167251e-02]
[ -1.00942587e-01 -3.84055377e-03 -1.61859878e-02 2.04527955e-02
1.53540624e-02 -2.02979172e-01 -8.32195455e-02 -2.00045119e-02
1.37782431e-02 1.25845287e-01]
[ -1.46046657e-01 -7.96906994e-02 -1.97965354e-01 -4.99649487e-03
-2.64454639e-01 -4.26232672e-03 5.64081768e-04 -2.38077881e-02
2.15818795e-03 6.01500218e-02]
[ -3.09544036e-02 -8.30255706e-02 -7.50229717e-02 -1.28666855e-01
5.34748815e-01 2.76473567e-01 5.55513231e-01 1.12997217e-01
-1.82820109e-01 -3.77047471e-01]
[ -1.60391440e-02 -3.73208698e-01 -2.98376395e-02 -7.32377200e-02
6.60553129e-01 1.01019342e-01 5.10595553e-01 9.14723706e-02
2.91138664e-02 -3.82309266e-01]
[ 1.22526553e-02 -4.28397042e-01 -4.26903323e-02 -1.06181486e-01
6.74672203e-01 2.33309928e-02 4.78563144e-01 4.88306549e-02
-3.62505711e-01 -2.16685890e-01]
[ -1.64510477e-01 -5.70128958e-01 -7.07570660e-03 -1.96477311e-01
7.48488048e-01 -9.25606485e-02 5.99078837e-01 -8.22218917e-02
-6.24533317e-02 8.84343914e-02]
[ -2.87304755e-01 -3.77970614e-01 5.76136679e-02 -4.25080588e-02
9.06316230e-01 1.40840675e-01 3.98007258e-01 4.80491063e-02
-8.52042441e-02 -1.31219932e-01]
[ -1.99274410e-01 -2.81509483e-01 2.52978468e-01 -2.37998076e-01
6.48099449e-01 -4.58673877e-02 6.65874399e-01 1.35113574e-02
-2.52695107e-01 -2.38909132e-02]
[ -1.25777899e-01 -2.09150204e-01 -1.79022290e-01 -9.66943034e-02
4.75237573e-01 -2.31515442e-01 1.64704076e-01 1.69428233e-01
-5.83609611e-03 -1.14686468e-01]
[ 1.17624202e-01 2.54982066e-01 1.67009763e-01 -8.15629085e-02
-1.07884042e-01 4.70070993e-02 -1.62978286e-01 2.83947436e-01
8.21182298e-02 1.84599906e-01]
[ 3.47002131e-01 3.09253416e-01 -8.43499980e-02 3.10975251e-01
-8.80917669e-01 -2.86683209e-01 -4.66664991e-01 1.77336099e-01
3.78423391e-01 -3.82060745e-02]
[ 4.56709306e-02 1.37636846e-01 2.52359771e-01 2.48755408e-01
-5.41807340e-02 -1.95285190e-01 -1.76137770e-01 -1.33074237e-01
-1.41175006e-01 -2.90287843e-01]
[ 2.36329930e-02 -5.88888456e-02 -1.18294442e-01 -5.40759320e-02
2.43238617e-01 4.09946769e-02 -6.57290801e-03 -1.84464046e-01
3.42528383e-02 2.08526633e-01]
[ 7.75103019e-04 -5.47110960e-02 -6.68227674e-02 -5.10171751e-02
-1.81806512e-02 -1.76606336e-01 8.88013220e-02 1.00970755e-02
3.72350821e-02 6.00405376e-03]
[ 3.05908504e-02 7.25525359e-02 2.44934456e-01 7.64576627e-02
-2.34099009e-01 -1.35407736e-01 1.09171815e-01 3.97512851e-02
-1.83913325e-01 1.10346768e-01]
[ 7.59852701e-02 4.07180561e-02 1.09778034e-01 1.41774517e-02
-2.57745441e-01 6.72318983e-02 5.66829699e-02 -2.70246639e-01
-1.20855062e-02 -8.19120681e-02]
[ -1.18489719e-02 8.78583139e-02 8.41516910e-02 -3.04571246e-02
-3.58963065e-02 1.81295669e-01 1.02614526e-01 1.18488284e-01
-2.18402814e-02 1.72858029e-01]
[ 2.11818731e-01 4.39814127e-02 2.47225056e-02 6.90015621e-02
8.23144345e-02 -1.91675541e-02 -1.37908827e-01 1.47634447e-01
-6.38174957e-02 -3.19878282e-02]
[ 4.05150495e-02 -1.87130638e-02 1.62565263e-02 3.87213834e-02
-3.98686493e-01 -1.22198403e-01 -1.99120372e-01 4.11260507e-02
1.18062131e-01 1.92025215e-01]
[ 3.96240536e-02 5.12868248e-01 1.19875500e-01 4.07304762e-01
-1.07892430e+00 -3.03272820e-01 -6.06456359e-01 -7.29374769e-02
2.82125674e-01 3.25686122e-01]
[ 1.79934208e-01 5.07819478e-01 6.54461953e-02 4.22618791e-01
-8.72777161e-01 -8.42110020e-02 -4.49867961e-01 1.51104046e-01
2.08193937e-01 4.87701992e-01]
[ 2.56028262e-01 2.96038115e-01 2.45521825e-01 1.43428948e-01
-4.03146995e-01 8.14012087e-02 -2.05766320e-01 1.62536469e-01
2.36482512e-01 7.44845422e-02]
[ -7.36627220e-02 2.17454885e-01 2.41751131e-01 1.65598046e-02
-3.58435734e-02 1.30817287e-01 -9.70821803e-02 -1.51088773e-02
-3.30246163e-02 5.07352021e-02]
[ -9.42343023e-02 1.49389912e-03 2.67797053e-02 9.90401145e-02
-6.66152393e-02 1.14384958e-01 2.47679835e-01 2.06277732e-02
-2.70350279e-01 -8.76804800e-02]
[ -2.19434585e-01 -2.28655470e-02 -9.28973069e-02 -3.43339270e-01
1.79839179e-01 1.19499401e-01 1.02128391e-01 1.03565548e-01
-2.06805354e-01 3.28924928e-02]
[ 9.82208148e-03 -3.79943910e-01 -1.27598573e-01 -1.62971540e-01
3.76420834e-01 2.65049994e-02 1.78521818e-01 1.52465853e-01
-1.66172271e-01 -2.22352935e-01]
[ 1.37557758e-01 -1.95122847e-01 -1.43396133e-01 -1.92837522e-03
9.07526888e-02 -5.76098381e-02 3.23218315e-02 -1.49953382e-01
1.30674478e-01 -1.21668876e-01]
[ -1.18570278e-01 1.04821785e-01 2.61092718e-01 -1.50630414e-02
1.67821215e-01 8.43244774e-02 1.81466486e-02 -2.98102628e-01
-1.16422442e-01 -6.03645784e-02]
[ -3.54065519e-01 4.95513047e-02 1.05906480e-02 -3.59816924e-02
1.71609896e-01 -1.70087756e-01 -3.28082375e-03 2.34178510e-01
-9.53222535e-02 6.84479648e-02]
[ 1.46784042e-01 5.81871772e-02 -2.36473678e-01 -8.83538675e-02
1.22185205e-01 -2.94775416e-01 4.28834654e-02 -1.68030048e-01
-1.61283007e-03 -1.90640301e-01]
[ 2.08408139e-01 -1.70800761e-01 6.20234192e-02 -2.73414325e-02
9.88959328e-02 -3.24501234e-02 2.38576498e-02 -1.37123615e-01
1.09308145e-01 -1.84430137e-01]
[ -1.08002884e-01 -6.35274879e-02 1.19843889e-01 1.04186682e-01
5.82128020e-02 -1.11664687e-01 2.56545347e-01 -7.79364894e-02
1.80596312e-01 -8.43753838e-03]
[ 9.79565704e-04 -1.75947606e-01 2.03690283e-01 -2.40453365e-01
6.94591070e-03 1.13689457e-01 5.67670884e-02 -1.15783687e-01
2.58611400e-02 2.25174015e-01]]
[[ 0.59806479]
[ 1.52432056]
[ 0.26788596]
[ 0.85397209]
[-2.65435541]
[-0.26999578]
[-1.5712445 ]
[ 0.05053403]
[ 0.66615044]
[ 0.88070717]]
Progress: 28.1% ... Training loss: 0.293 ... Validation loss: 0.467[[ 1.60978353e-01 2.03261953e-01 -1.07687411e-01 1.08547209e-01
-5.22090950e-01 -7.12604985e-02 -5.18257228e-02 1.22639966e-01
-6.45000813e-02 1.84668465e-01]
[ 1.11970342e-02 1.51887413e-01 -2.09287030e-02 3.89723841e-02
1.06267646e-01 -4.76964425e-03 3.14210429e-01 4.10052183e-02
1.37210969e-01 -3.26842849e-02]
[ 1.75234811e-01 5.61580705e-01 1.14022219e-02 -7.64447725e-03
3.37310069e-01 -2.92093010e-02 -6.37638885e-01 -3.90117641e-02
5.81355004e-02 2.78068166e-01]
[ -5.46898188e-03 -3.13014337e-01 -2.26936215e-01 6.80645910e-02
-2.08394271e-02 1.55362884e-01 1.39724578e-01 5.74749958e-02
4.26890689e-02 1.69356388e-01]
[ -1.43356490e-02 1.21089956e-01 -1.48097837e-01 3.68770787e-02
7.37490303e-02 -1.79109333e-01 6.59442933e-02 -1.19299400e-01
-1.90279376e-01 -1.75599042e-02]
[ -3.63120555e-01 -4.90479217e-01 -2.89187673e-01 1.69219339e-01
8.81157272e-02 3.95011266e-02 1.80502277e-01 -3.58820810e-02
-4.21642963e-03 1.40471702e-02]
[ -2.63022381e-03 -1.92508116e-01 1.06029116e-02 9.29026224e-02
-1.59162598e-02 -7.19056851e-02 1.71987285e-01 -1.90139397e-01
1.91886791e-01 3.23695473e-02]
[ 1.10463992e-01 -2.42887698e-01 3.33972822e-02 -7.16632078e-02
1.07933871e-01 -4.66843712e-02 7.78802516e-02 1.20411947e-01
7.67162321e-02 -2.75893524e-02]
[ -1.76725735e-01 -1.20855236e-01 -3.06383951e-01 -2.85191235e-02
1.63872539e-02 7.12966875e-02 -1.67546274e-01 -2.91302675e-02
2.55475427e-01 -1.36380528e-01]
[ 6.84459046e-02 -3.31852706e-01 9.54318849e-02 4.78836520e-02
2.77419798e-02 -1.20927905e-01 1.21717728e-01 -1.01184776e-01
3.14379741e-02 1.27497782e-01]
[ -8.48514356e-02 -1.30191996e-03 -1.71145966e-03 -1.54287893e-01
3.69666757e-02 2.19601750e-02 1.49051990e-01 -1.02890206e-01
-2.09888408e-02 -1.31923295e-01]
[ -1.22051272e-01 -1.17650357e-01 -7.27033357e-02 -1.50003935e-02
3.98973797e-01 1.04127845e-01 7.94679118e-02 -1.67281027e-02
-1.77459887e-01 -2.21479486e-01]
[ -1.56712396e-01 4.69013582e-03 6.20353903e-02 2.21106843e-02
-1.73390487e-01 -2.19845363e-01 -1.78492813e-01 -1.96988789e-01
8.72933933e-02 1.74488189e-01]
[ -2.44850275e-01 -2.55492589e-01 1.10053349e-01 2.52960798e-01
-9.85304054e-02 -7.64625128e-02 -8.28901628e-03 -2.56875947e-01
-2.32548681e-01 -3.32373871e-02]
[ 1.15627594e-01 -1.11342138e-01 -1.72949484e-02 1.28960129e-01
-3.51263662e-02 -9.00401224e-02 1.67643661e-01 4.15061461e-03
3.66466022e-02 2.21227579e-02]
[ 3.90572127e-02 -6.90650249e-02 -2.10541696e-01 1.52203360e-01
-4.59429297e-02 8.45706486e-02 -6.53451433e-02 -1.97358946e-02
-8.97079656e-02 -2.62742731e-03]
[ -1.22668906e-01 -6.93376559e-02 -2.03422253e-01 1.53867003e-01
3.29677659e-03 1.34968236e-01 1.28444829e-02 -2.50275222e-01
6.76993498e-02 -2.01960339e-01]
[ -7.31856335e-02 -4.53215283e-02 2.74193566e-01 9.31872970e-02
1.35902119e-01 -5.95564238e-02 -1.17570676e-01 1.20314835e-01
6.78103389e-02 2.76094808e-02]
[ 5.53254342e-02 -2.85936750e-02 8.77848239e-02 8.82972665e-02
6.43429778e-02 -1.72666168e-02 2.37091056e-01 1.20651417e-01
-3.05770712e-02 -6.46093790e-02]
[ 1.11007319e-02 -1.41452023e-01 -2.89553381e-01 -4.58831531e-02
1.75111637e-01 -9.29486111e-02 1.57244526e-01 1.64194235e-01
1.11395712e-01 -2.52892654e-02]
[ 5.03058604e-02 -9.72619792e-03 -1.16619072e-01 4.42763165e-02
-8.75778436e-02 3.22236906e-01 2.60090986e-01 2.05082215e-01
-1.61067833e-01 -6.05784721e-02]
[ -3.68503274e-03 -3.25500401e-02 1.19353453e-01 9.57539304e-02
2.37053846e-02 1.08543568e-01 -1.16554431e-01 -4.21510301e-02
2.04977222e-01 6.74896177e-02]
[ 1.07786590e-01 7.32066263e-02 -4.73106249e-02 -1.02732275e-01
-9.23137340e-02 -3.29341757e-01 1.14716985e-01 8.45270463e-03
1.40120404e-01 8.70107995e-02]
[ -1.00605130e-01 -3.05894951e-03 -1.60216093e-02 2.09833767e-02
1.41720451e-02 -2.03145108e-01 -8.40423144e-02 -1.99727772e-02
1.41660461e-02 1.26397200e-01]
[ -1.46274286e-01 -8.01866392e-02 -1.98087471e-01 -5.35911830e-03
-2.63339336e-01 -4.13860130e-03 1.08025405e-03 -2.38295125e-02
1.87146208e-03 5.97483584e-02]
[ -3.06989711e-02 -8.25964226e-02 -7.49020553e-02 -1.28281218e-01
5.33927592e-01 2.76351861e-01 5.55172475e-01 1.13019742e-01
-1.82532662e-01 -3.76655718e-01]
[ -1.61367123e-02 -3.73712440e-01 -2.98709601e-02 -7.33600349e-02
6.60874434e-01 1.01055586e-01 5.11126286e-01 9.14659247e-02
2.90220635e-02 -3.82486568e-01]
[ 1.24457708e-02 -4.27984104e-01 -4.26077012e-02 -1.05908479e-01
6.74022266e-01 2.32442841e-02 4.78193979e-01 4.88464304e-02
-3.62298210e-01 -2.16419075e-01]
[ -1.64508201e-01 -5.70124838e-01 -7.07436160e-03 -1.96473115e-01
7.48474772e-01 -9.25618697e-02 5.99073787e-01 -8.22216397e-02
-6.24502546e-02 8.84388145e-02]
[ -2.87273396e-01 -3.77985062e-01 5.76501867e-02 -4.23681977e-02
9.06131803e-01 1.40792353e-01 3.97957513e-01 4.80564928e-02
-8.50781561e-02 -1.31073821e-01]
[ -1.99320024e-01 -2.81688945e-01 2.52961162e-01 -2.38050223e-01
6.48254844e-01 -4.58473052e-02 6.66038443e-01 1.35085142e-02
-2.52731882e-01 -2.39371074e-02]
[ -1.25978236e-01 -2.09976981e-01 -1.79124029e-01 -9.69493506e-02
4.76041687e-01 -2.31441089e-01 1.65486935e-01 1.69412092e-01
-6.02942474e-03 -1.14945405e-01]
[ 1.17156162e-01 2.53775477e-01 1.66772270e-01 -8.23294786e-02
-1.05473745e-01 4.72429977e-02 -1.61690335e-01 2.83904690e-01
8.15179412e-02 1.83997520e-01]
[ 3.46825565e-01 3.09270430e-01 -8.44243374e-02 3.10813565e-01
-8.80168460e-01 -2.86614997e-01 -4.66446335e-01 1.77323410e-01
3.78205497e-01 -3.84537841e-02]
[ 4.51822781e-02 1.36404401e-01 2.52138184e-01 2.48020578e-01
-5.18620830e-02 -1.95059641e-01 -1.74974474e-01 -1.33118844e-01
-1.41766466e-01 -2.91043636e-01]
[ 2.35573185e-02 -5.90725232e-02 -1.18328482e-01 -5.41853534e-02
2.43548165e-01 4.10295751e-02 -6.37748749e-03 -1.84470500e-01
3.41664570e-02 2.08419723e-01]
[ 7.49490479e-04 -5.48488171e-02 -6.68432398e-02 -5.10866915e-02
-1.80115507e-02 -1.76591266e-01 8.89314676e-02 1.00925863e-02
3.71651250e-02 5.94382573e-03]
[ 3.04454624e-02 7.22295142e-02 2.44862315e-01 7.62179506e-02
-2.33356283e-01 -1.35331982e-01 1.09572061e-01 3.97376012e-02
-1.84101399e-01 1.10101188e-01]
[ 7.55647744e-02 3.95728331e-02 1.09573489e-01 1.35154709e-02
-2.55927774e-01 6.74335127e-02 5.77528039e-02 -2.70283150e-01
-1.25875950e-02 -8.25866422e-02]
[ -1.19313730e-02 8.76370794e-02 8.41105020e-02 -3.05864814e-02
-3.55095948e-02 1.81335682e-01 1.02839113e-01 1.18480628e-01
-2.19420793e-02 1.72727789e-01]
[ 2.12200511e-01 4.50827744e-02 2.49107686e-02 6.96392151e-02
8.02538166e-02 -1.93630166e-02 -1.38955788e-01 1.47672642e-01
-6.33514147e-02 -3.13190405e-02]
[ 4.03949487e-02 -1.89642046e-02 1.61923642e-02 3.85175519e-02
-3.98066999e-01 -1.22135445e-01 -1.98830345e-01 4.11134720e-02
1.17907747e-01 1.91825096e-01]
[ 4.03104891e-02 5.14245074e-01 1.20225267e-01 4.08290682e-01
-1.08171069e+00 -3.03537909e-01 -6.08040051e-01 -7.28815854e-02
2.82954596e-01 3.26751268e-01]
[ 1.80441453e-01 5.09302516e-01 6.57499414e-02 4.23480883e-01
-8.75565326e-01 -8.44893645e-02 -4.51341917e-01 1.51158840e-01
2.08868302e-01 4.88458087e-01]
[ 2.56838649e-01 2.98590144e-01 2.45980839e-01 1.44925223e-01
-4.07723620e-01 8.09370156e-02 -2.08348204e-01 1.62622777e-01
2.37614603e-01 7.59727180e-02]
[ -7.35100438e-02 2.17889011e-01 2.41810806e-01 1.67738038e-02
-3.64762332e-02 1.30747415e-01 -9.75125547e-02 -1.50953724e-02
-3.28662114e-02 5.09404179e-02]
[ -9.39137819e-02 2.35033069e-03 2.69298071e-02 9.95058067e-02
-6.80966316e-02 1.14235211e-01 2.46785601e-01 2.06557885e-02
-2.69979103e-01 -8.71982096e-02]
[ -2.19186255e-01 -2.22859487e-02 -9.27742680e-02 -3.42942720e-01
1.78590409e-01 1.19371822e-01 1.01481784e-01 1.03589277e-01
-2.06495796e-01 3.32968918e-02]
[ 1.00602336e-02 -3.79408303e-01 -1.27492562e-01 -1.62623235e-01
3.75491701e-01 2.63970661e-02 1.77902186e-01 1.52486024e-01
-1.65907981e-01 -2.21996500e-01]
[ 1.36992375e-01 -1.96423090e-01 -1.43639880e-01 -2.61321273e-03
9.22708930e-02 -5.73810341e-02 3.39872819e-02 -1.49998670e-01
1.30173071e-01 -1.22465396e-01]
[ -1.18674748e-01 1.04437586e-01 2.61036910e-01 -1.51566039e-02
1.68443562e-01 8.43850087e-02 1.84560551e-02 -2.98114096e-01
-1.16581804e-01 -6.05104515e-02]
[ -3.54288794e-01 4.90228323e-02 1.05065172e-02 -3.62286858e-02
1.72641164e-01 -1.70018400e-01 -2.79339207e-03 2.34163981e-01
-9.55348440e-02 6.81956267e-02]
[ 1.48645248e-01 6.24549998e-02 -2.35507451e-01 -8.53104970e-02
1.13124368e-01 -2.95684750e-01 3.81461858e-02 -1.67851286e-01
7.88663940e-04 -1.87592853e-01]
[ 2.10167040e-01 -1.66213197e-01 6.28717476e-02 -2.48204140e-02
9.23327594e-02 -3.33054106e-02 1.91642271e-02 -1.36961748e-01
1.11243718e-01 -1.81844729e-01]
[ -1.08194006e-01 -6.41615911e-02 1.19755033e-01 1.03913197e-01
5.91320237e-02 -1.11585434e-01 2.57106070e-01 -7.79522222e-02
1.80395652e-01 -8.73494181e-03]
[ -7.50296377e-05 -1.78399216e-01 2.03206962e-01 -2.42016101e-01
1.11104828e-02 1.14190581e-01 5.95905229e-02 -1.15877594e-01
2.45928605e-02 2.23762948e-01]]
[[ 0.60751591]
[ 1.5336638 ]
[ 0.27455212]
[ 0.86124968]
[-2.64880428]
[-0.26571083]
[-1.56593033]
[ 0.05647676]
[ 0.67353852]
[ 0.88630675]]
Progress: 28.1% ... Training loss: 0.288 ... Validation loss: 0.460[[ 1.61034688e-01 2.02506531e-01 -1.07623957e-01 1.08620914e-01
-5.20794155e-01 -7.12943741e-02 -5.19200596e-02 1.22663982e-01
-6.42677415e-02 1.84825018e-01]
[ 1.15904168e-02 1.52663155e-01 -2.07507723e-02 3.95518319e-02
1.04526617e-01 -4.94521645e-03 3.13193420e-01 4.10407695e-02
1.37656156e-01 -3.21044686e-02]
[ 1.77397359e-01 5.67465470e-01 1.25303739e-02 -3.95796732e-03
3.25590704e-01 -3.01623697e-02 -6.43018280e-01 -3.87798127e-02
6.08495351e-02 2.81303844e-01]
[ -3.45605369e-03 -3.07911854e-01 -2.26176340e-01 7.07625413e-02
-2.82805990e-02 1.54416751e-01 1.34999200e-01 5.76360034e-02
4.47096927e-02 1.72140326e-01]
[ -1.55015679e-02 1.17981283e-01 -1.48555812e-01 3.54936128e-02
7.65082930e-02 -1.78604595e-01 6.86388812e-02 -1.19390570e-01
-1.91313681e-01 -1.90056306e-02]
[ -3.62102875e-01 -4.89098398e-01 -2.88778086e-01 1.70444843e-01
8.62129547e-02 3.90502584e-02 1.78256407e-01 -3.57880190e-02
-3.13437924e-03 1.55079568e-02]
[ -3.36665918e-03 -1.94475913e-01 1.02606539e-02 9.18544017e-02
-1.26886580e-02 -7.15844485e-02 1.74107305e-01 -1.90199659e-01
1.91123522e-01 3.11873195e-02]
[ 1.12347987e-01 -2.38372539e-01 3.43318299e-02 -6.86266340e-02
9.95408432e-02 -4.75502379e-02 7.30636783e-02 1.20610500e-01
7.89907979e-02 -2.46193466e-02]
[ -1.76455147e-01 -1.19954734e-01 -3.06261171e-01 -2.81126859e-02
1.50084278e-02 7.11891608e-02 -1.68257752e-01 -2.91024249e-02
2.55774293e-01 -1.35963223e-01]
[ 6.88833699e-02 -3.31333582e-01 9.56684284e-02 4.86432203e-02
2.59724297e-02 -1.21099331e-01 1.21216769e-01 -1.01119526e-01
3.20368640e-02 1.28102486e-01]
[ -8.30339659e-02 2.69802304e-03 -9.06222506e-04 -1.51707596e-01
3.10140067e-02 2.11172199e-02 1.44268097e-01 -1.02713882e-01
-1.89179460e-02 -1.29152608e-01]
[ -1.21870379e-01 -1.17340742e-01 -7.26204600e-02 -1.47199639e-02
3.98248991e-01 1.04039201e-01 7.90988624e-02 -1.67094805e-02
-1.77237458e-01 -2.21189007e-01]
[ -1.56712396e-01 4.69013582e-03 6.20353903e-02 2.21106843e-02
-1.73390487e-01 -2.19845363e-01 -1.78492813e-01 -1.96988789e-01
8.72933933e-02 1.74488189e-01]
[ -2.44516403e-01 -2.54998288e-01 1.10184919e-01 2.53323664e-01
-9.88898590e-02 -7.65988373e-02 -9.07514940e-03 -2.56847048e-01
-2.32218634e-01 -3.28078674e-02]
[ 1.16175710e-01 -1.10582529e-01 -1.70500872e-02 1.29667678e-01
-3.64635643e-02 -9.02896597e-02 1.66457123e-01 4.20392222e-03
3.72493289e-02 2.29660198e-02]
[ 3.89454390e-02 -6.92409159e-02 -2.10602030e-01 1.52030932e-01
-4.51059413e-02 8.46036175e-02 -6.51913517e-02 -1.97449067e-02
-8.97917757e-02 -2.76730158e-03]
[ -1.23552997e-01 -7.15551049e-02 -2.03828823e-01 1.52629669e-01
6.64302326e-03 1.35349104e-01 1.50766561e-02 -2.50354178e-01
6.67460455e-02 -2.03231596e-01]
[ -7.31228753e-02 -4.52050911e-02 2.74212922e-01 9.32563311e-02
1.35960120e-01 -5.95746937e-02 -1.17430619e-01 1.20320595e-01
6.78651295e-02 2.75757657e-02]
[ 5.60495179e-02 -2.73692616e-02 8.81616198e-02 8.94332578e-02
6.10734707e-02 -1.75668153e-02 2.35410520e-01 1.20732482e-01
-2.96449045e-02 -6.34923281e-02]
[ 1.18769802e-02 -1.39220172e-01 -2.89169652e-01 -4.46714607e-02
1.71648653e-01 -9.33092793e-02 1.55262954e-01 1.64273622e-01
1.12309464e-01 -2.41557782e-02]
[ 4.99963843e-02 -1.03408274e-02 -1.16761330e-01 4.38985934e-02
-8.61965838e-02 3.22349237e-01 2.60651593e-01 2.05057682e-01
-1.61366361e-01 -6.09271621e-02]
[ -2.52293418e-03 -2.98533772e-02 1.19881714e-01 9.74456004e-02
1.87392957e-02 1.08036970e-01 -1.19348309e-01 -4.20426169e-02
2.06203447e-01 6.91790212e-02]
[ 1.07555277e-01 7.28239596e-02 -4.74099852e-02 -1.03050747e-01
-9.13017043e-02 -3.29234093e-01 1.15215791e-01 8.43113940e-03
1.39877531e-01 8.66787353e-02]
[ -1.00241145e-01 -2.22202999e-03 -1.58597427e-02 2.15298344e-02
1.25245359e-02 -2.03311967e-01 -8.49733261e-02 -1.99359825e-02
1.45758848e-02 1.26963824e-01]
[ -1.46272964e-01 -8.03275150e-02 -1.98100732e-01 -5.35812707e-03
-2.63378147e-01 -4.13700270e-03 1.20058521e-03 -2.38288777e-02
1.87264490e-03 5.97604820e-02]
[ -3.02736280e-02 -8.17987347e-02 -7.47172487e-02 -1.27664980e-01
5.32251606e-01 2.76161311e-01 5.54287822e-01 1.13060099e-01
-1.82059997e-01 -3.76049566e-01]
[ -1.60840740e-02 -3.73796748e-01 -2.98552901e-02 -7.33063765e-02
6.60757668e-01 1.01036958e-01 5.11135932e-01 9.14704087e-02
2.90549820e-02 -3.82429307e-01]
[ 1.20952548e-02 -4.28647246e-01 -4.27648144e-02 -1.06403485e-01
6.75485389e-01 2.33962373e-02 4.78931760e-01 4.88147694e-02
-3.62683535e-01 -2.16927789e-01]
[ -1.64755548e-01 -5.70538754e-01 -7.18609076e-03 -1.96824070e-01
7.49558427e-01 -9.24529959e-02 5.99584247e-01 -8.22444933e-02
-6.27148613e-02 8.80939396e-02]
[ -2.87233600e-01 -3.77859746e-01 5.76717611e-02 -4.22983483e-02
9.05994545e-01 1.40770277e-01 3.97837732e-01 4.80611000e-02
-8.50229281e-02 -1.31001972e-01]
[ -1.99591865e-01 -2.82359356e-01 2.52831498e-01 -2.38455972e-01
6.49434901e-01 -4.57220317e-02 6.66694166e-01 1.34821163e-02
-2.53047331e-01 -2.43478456e-02]
[ -1.26087234e-01 -2.10347606e-01 -1.79170388e-01 -9.70677284e-02
4.76496906e-01 -2.31405398e-01 1.65925477e-01 1.69402991e-01
-6.10388692e-03 -1.15053078e-01]
[ 1.17246740e-01 2.53896641e-01 1.66793717e-01 -8.22308622e-02
-1.05825302e-01 4.72193128e-02 -1.61880001e-01 2.83910643e-01
8.15593649e-02 1.84133225e-01]
[ 3.48148812e-01 3.12014021e-01 -8.38443892e-02 3.12684536e-01
-8.84265149e-01 -2.87228648e-01 -4.69794145e-01 1.77452158e-01
3.79712290e-01 -3.64114492e-02]
[ 4.50614649e-02 1.35913639e-01 2.52077085e-01 2.47799857e-01
-5.11231218e-02 -1.95001128e-01 -1.74472431e-01 -1.33130712e-01
-1.41910144e-01 -2.91209114e-01]
[ 2.33701458e-02 -5.95606590e-02 -1.18415448e-01 -5.44572627e-02
2.44378681e-01 4.11114244e-02 -5.88025230e-03 -1.84486439e-01
3.39659797e-02 2.08139176e-01]
[ 1.95733023e-04 -5.61489074e-02 -6.71095837e-02 -5.19240608e-02
-1.55468589e-02 -1.76342429e-01 9.03043322e-02 1.00389141e-02
3.65080306e-02 5.12452510e-03]
[ 3.01182933e-02 7.14082974e-02 2.44711574e-01 7.57312497e-02
-2.31946799e-01 -1.35189114e-01 1.10365593e-01 3.97073054e-02
-1.84474402e-01 1.09637102e-01]
[ 7.57525095e-02 3.98683256e-02 1.09658940e-01 1.37929843e-02
-2.56771374e-01 6.73396373e-02 5.72331280e-02 -2.70266628e-01
-1.23717727e-02 -8.23048163e-02]
[ -1.07869447e-02 9.04981596e-02 8.46247829e-02 -2.89722710e-02
-4.04265960e-02 1.80838723e-01 9.98624818e-02 1.18586967e-01
-2.07161770e-02 1.74291067e-01]
[ 2.13228100e-01 4.76985888e-02 2.53872204e-02 7.12005400e-02
7.60827791e-02 -1.98284847e-02 -1.41416864e-01 1.47775995e-01
-6.21516365e-02 -2.98061726e-02]
[ 4.08661191e-02 -1.75741746e-02 1.64296501e-02 3.92872839e-02
-4.00427078e-01 -1.22366588e-01 -2.00097598e-01 4.11636197e-02
1.18456457e-01 1.92524411e-01]
[ 4.06247297e-02 5.14937890e-01 1.20360161e-01 4.08687453e-01
-1.08293139e+00 -3.03657367e-01 -6.08651695e-01 -7.28524380e-02
2.83274079e-01 3.27126256e-01]
[ 1.81189025e-01 5.10652979e-01 6.61366822e-02 4.24628123e-01
-8.79036629e-01 -8.47898022e-02 -4.53145244e-01 1.51240586e-01
2.09827541e-01 4.89600212e-01]
[ 2.56556190e-01 2.97908459e-01 2.45853237e-01 1.44537765e-01
-4.06496883e-01 8.10549949e-02 -2.07666279e-01 1.62597610e-01
2.37322316e-01 7.55596075e-02]
[ -7.35274808e-02 2.17882393e-01 2.41806353e-01 1.67611137e-02
-3.63533683e-02 1.30753315e-01 -9.74633495e-02 -1.50964397e-02
-3.28705734e-02 5.09393001e-02]
[ -9.42243811e-02 1.60326619e-03 2.68068184e-02 9.91009525e-02
-6.68134390e-02 1.14361570e-01 2.47534422e-01 2.06291436e-02
-2.70286824e-01 -8.76176791e-02]
[ -2.19572158e-01 -2.31939376e-02 -9.29406322e-02 -3.43490232e-01
1.80304555e-01 1.19543041e-01 1.02434617e-01 1.03552765e-01
-2.06919978e-01 3.27362679e-02]
[ 9.83573743e-03 -3.79927113e-01 -1.27595033e-01 -1.62939762e-01
3.76434008e-01 2.64946546e-02 1.78479191e-01 1.52465997e-01
-1.66151082e-01 -2.22322598e-01]
[ 1.37834121e-01 -1.93995714e-01 -1.43223366e-01 -1.28121422e-03
8.86535591e-02 -5.77572337e-02 3.18167497e-02 -1.49912860e-01
1.31158471e-01 -1.21181592e-01]
[ -1.18592178e-01 1.04316022e-01 2.61057297e-01 -1.50410347e-02
1.68175218e-01 8.43253230e-02 1.82342353e-02 -2.98105980e-01
-1.16475163e-01 -6.03989861e-02]
[ -3.54044151e-01 4.96109713e-02 1.05884900e-02 -3.59280595e-02
1.71966292e-01 -1.70120683e-01 -3.29290784e-03 2.34187035e-01
-9.52814146e-02 6.85215207e-02]
[ 1.48563887e-01 6.19325889e-02 -2.35492306e-01 -8.52274878e-02
1.13256630e-01 -2.95675482e-01 3.83719934e-02 -1.67840166e-01
9.15139041e-04 -1.87521521e-01]
[ 2.10866272e-01 -1.65118193e-01 6.31758588e-02 -2.39394219e-02
9.11076216e-02 -3.36198352e-02 1.74647429e-02 -1.36894112e-01
1.11961144e-01 -1.80816627e-01]
[ -1.07640590e-01 -6.31245595e-02 1.20012927e-01 1.04682730e-01
5.69257265e-02 -1.11817250e-01 2.55868323e-01 -7.78969410e-02
1.81004360e-01 -7.99407596e-03]
[ 2.05527152e-05 -1.78074110e-01 2.03235594e-01 -2.41877535e-01
1.05231808e-02 1.14162699e-01 5.95399122e-02 -1.15868415e-01
2.46869945e-02 2.23867354e-01]]
[[ 0.61870083]
[ 1.54365721]
[ 0.28314645]
[ 0.87208066]
[-2.6413549 ]
[-0.25697683]
[-1.56035853]
[ 0.06693259]
[ 0.68600171]
[ 0.89751079]]
Progress: 28.2% ... Training loss: 0.291 ... Validation loss: 0.460[[ 1.59542206e-01 1.98699278e-01 -1.08368986e-01 1.06133304e-01
-5.11857889e-01 -7.06765290e-02 -4.80837945e-02 1.22496955e-01
-6.61334428e-02 1.82548574e-01]
[ 1.16517781e-02 1.53034763e-01 -2.07648506e-02 3.95654727e-02
1.04437351e-01 -4.99021193e-03 3.12885352e-01 4.10420613e-02
1.37685863e-01 -3.20927662e-02]
[ 1.74143929e-01 5.61591044e-01 1.09254250e-02 -8.86604980e-03
3.37226821e-01 -2.87908327e-02 -6.35968212e-01 -3.91593688e-02
5.71126289e-02 2.76513440e-01]
[ -4.55321248e-03 -3.10245373e-01 -2.26617945e-01 6.92899777e-02
-2.46258732e-02 1.54923842e-01 1.38139734e-01 5.75505533e-02
4.38043203e-02 1.70774769e-01]
[ -1.22559190e-02 1.26731452e-01 -1.47028539e-01 4.03473878e-02
6.14339375e-02 -1.80007942e-01 5.93863715e-02 -1.19075211e-01
-1.87743823e-01 -1.43814991e-02]
[ -3.62458239e-01 -4.90710471e-01 -2.88946458e-01 1.69928939e-01
8.81613737e-02 3.91821489e-02 1.79964107e-01 -3.58281228e-02
-3.52311420e-03 1.48673893e-02]
[ -2.85126149e-03 -1.92769755e-01 1.05019553e-02 9.25017296e-02
-1.38212447e-02 -7.17885590e-02 1.72145555e-01 -1.90149968e-01
1.91622099e-01 3.19200320e-02]
[ 1.10288016e-01 -2.42798095e-01 3.33424656e-02 -7.17816138e-02
1.08246416e-01 -4.66785408e-02 7.84543116e-02 1.20381192e-01
7.66799921e-02 -2.77077830e-02]
[ -1.75742440e-01 -1.18493081e-01 -3.05924128e-01 -2.71149842e-02
1.25657425e-02 7.09081648e-02 -1.69936588e-01 -2.90233253e-02
2.56527594e-01 -1.34910342e-01]
[ 6.88554060e-02 -3.31434296e-01 9.55829618e-02 4.82609211e-02
2.87841487e-02 -1.21070942e-01 1.21507617e-01 -1.01145686e-01
3.18435923e-02 1.27910750e-01]
[ -8.39565822e-02 3.44352039e-04 -1.31422714e-03 -1.52994545e-01
3.42474814e-02 2.15043435e-02 1.46885323e-01 -1.02804899e-01
-1.98861619e-02 -1.30548951e-01]
[ -1.22107030e-01 -1.17756175e-01 -7.27063813e-02 -1.50765691e-02
3.99282517e-01 1.04142170e-01 7.96485364e-02 -1.67329249e-02
-1.77523633e-01 -2.21544339e-01]
[ -1.56712396e-01 4.69013582e-03 6.20353903e-02 2.21106843e-02
-1.73390487e-01 -2.19845363e-01 -1.78492813e-01 -1.96988789e-01
8.72933933e-02 1.74488189e-01]
[ -2.44616794e-01 -2.55343786e-01 1.10138377e-01 2.53226174e-01
-9.88506379e-02 -7.65569694e-02 -8.60644716e-03 -2.56858977e-01
-2.32359185e-01 -3.30457023e-02]
[ 1.16112229e-01 -1.11126901e-01 -1.70724646e-02 1.29593445e-01
-3.62695964e-02 -9.02823811e-02 1.66964007e-01 4.20011519e-03
3.72072790e-02 2.28495494e-02]
[ 3.87131819e-02 -6.99872119e-02 -2.10707637e-01 1.51636115e-01
-4.32033721e-02 8.47061323e-02 -6.44553777e-02 -1.97730863e-02
-9.00631351e-02 -3.11154480e-03]
[ -1.22544419e-01 -6.88262332e-02 -2.03357476e-01 1.53971049e-01
3.55261990e-03 1.34957323e-01 1.21778681e-02 -2.50250803e-01
6.78122351e-02 -2.01742291e-01]
[ -7.32092450e-02 -4.54109516e-02 2.74157653e-01 9.31130081e-02
1.36283870e-01 -5.95485049e-02 -1.17365078e-01 1.20310190e-01
6.77504308e-02 2.74183320e-02]
[ 5.56816380e-02 -2.81231437e-02 8.79907591e-02 8.89017087e-02
6.26837326e-02 -1.74176514e-02 2.36272600e-01 1.20690526e-01
-3.00774961e-02 -6.40289309e-02]
[ 1.08289870e-02 -1.41544098e-01 -2.89684721e-01 -4.62851129e-02
1.75957716e-01 -9.28716201e-02 1.57716330e-01 1.64158148e-01
1.11115322e-01 -2.57009210e-02]
[ 4.95092656e-02 -1.16274077e-02 -1.16994817e-01 4.31586520e-02
-8.39264350e-02 3.22564790e-01 2.62001848e-01 2.05003382e-01
-1.61947820e-01 -6.16871482e-02]
[ -2.67529627e-03 -2.99086911e-02 1.19809027e-01 9.71850687e-02
1.91488717e-02 1.08110159e-01 -1.18709234e-01 -4.20608233e-02
2.06084012e-01 6.89355203e-02]
[ 1.07258579e-01 7.21374289e-02 -4.75322660e-02 -1.03467833e-01
-9.00318432e-02 -3.29121662e-01 1.15950845e-01 8.39987151e-03
1.39551252e-01 8.62517079e-02]
[ -9.97526348e-02 -1.07953398e-03 -1.56319691e-02 2.22272221e-02
1.06788862e-02 -2.03500052e-01 -8.61057803e-02 -1.98810720e-02
1.51128121e-02 1.27682943e-01]
[ -1.46122734e-01 -8.01204411e-02 -1.98035068e-01 -5.15012409e-03
-2.63691793e-01 -4.20450142e-03 8.72636552e-04 -2.38122598e-02
2.04442780e-03 5.99768895e-02]
[ -3.01818231e-02 -8.18476674e-02 -7.46514644e-02 -1.27507253e-01
5.31716988e-01 2.76113030e-01 5.54381300e-01 1.13072698e-01
-1.81931838e-01 -3.75942225e-01]
[ -1.64009698e-02 -3.74528795e-01 -3.00016198e-02 -7.37530724e-02
6.62051426e-01 1.01166798e-01 5.11808816e-01 9.14354444e-02
2.87055656e-02 -3.82889984e-01]
[ 1.20941572e-02 -4.28809451e-01 -4.27625048e-02 -1.06391114e-01
6.75272935e-01 2.33943292e-02 4.79195103e-01 4.88155581e-02
-3.62685769e-01 -2.16938662e-01]
[ -1.64893156e-01 -5.70907765e-01 -7.24489045e-03 -1.97012172e-01
7.50068351e-01 -9.24104429e-02 5.99856584e-01 -8.22574193e-02
-6.28607743e-02 8.79058137e-02]
[ -2.87840519e-01 -3.79223067e-01 5.73951259e-02 -4.31479852e-02
9.07935880e-01 1.41018177e-01 3.99382444e-01 4.79992101e-02
-8.56447241e-02 -1.31816209e-01]
[ -1.99787169e-01 -2.82771483e-01 2.52741302e-01 -2.38731013e-01
6.50267961e-01 -4.56419511e-02 6.67164004e-01 1.34608735e-02
-2.53263972e-01 -2.46055020e-02]
[ -1.26110806e-01 -2.10393762e-01 -1.79176690e-01 -9.70974574e-02
4.76515406e-01 -2.31392025e-01 1.65999242e-01 1.69400752e-01
-6.12609799e-03 -1.15086526e-01]
[ 1.16304152e-01 2.51420071e-01 1.66338914e-01 -8.36591355e-02
-1.01418254e-01 4.76141157e-02 -1.59331274e-01 2.83808663e-01
8.05965011e-02 1.82754641e-01]
[ 3.49739621e-01 3.15754955e-01 -8.31024881e-02 3.14823733e-01
-8.88626589e-01 -2.87888000e-01 -4.73782362e-01 1.77628414e-01
3.81391870e-01 -3.40694131e-02]
[ 4.48382727e-02 1.35351992e-01 2.51972217e-01 2.47479892e-01
-5.02135365e-02 -1.94905690e-01 -1.73966376e-01 -1.33155461e-01
-1.42152280e-01 -2.91546175e-01]
[ 2.35668067e-02 -5.90949707e-02 -1.18318984e-01 -5.41671874e-02
2.43589963e-01 4.10245710e-02 -6.39895759e-03 -1.84464435e-01
3.41750269e-02 2.08425538e-01]
[ 2.65608405e-04 -5.59679802e-02 -6.70874207e-02 -5.18467537e-02
-1.57346168e-02 -1.76362890e-01 9.00796368e-02 1.00444896e-02
3.65712411e-02 5.18187694e-03]
[ 3.02496726e-02 7.17758518e-02 2.44756953e-01 7.59255138e-02
-2.32689190e-01 -1.35245802e-01 1.09956534e-01 3.97237796e-02
-1.84326392e-01 1.09784851e-01]
[ 7.55573552e-02 3.94269724e-02 1.09566071e-01 1.35017519e-02
-2.55877753e-01 6.74256362e-02 5.76910052e-02 -2.70288255e-01
-1.26029166e-02 -8.25949093e-02]
[ -1.09908372e-02 9.00135425e-02 8.45251591e-02 -2.93154618e-02
-3.94360874e-02 1.80930274e-01 1.00431172e-01 1.18559659e-01
-2.10217202e-02 1.74010589e-01]
[ 2.13660292e-01 4.89357479e-02 2.55916396e-02 7.18015055e-02
7.43885036e-02 -1.99651034e-02 -1.42570381e-01 1.47808872e-01
-6.16689511e-02 -2.92047780e-02]
[ 4.00724316e-02 -1.93692958e-02 1.60482444e-02 3.80756149e-02
-3.96877157e-01 -1.22034765e-01 -1.98156035e-01 4.10751732e-02
1.17498804e-01 1.91285199e-01]
[ 4.07097893e-02 5.15392681e-01 1.20377766e-01 4.08748320e-01
-1.08293979e+00 -3.03696129e-01 -6.08945382e-01 -7.28485788e-02
2.83322741e-01 3.27231113e-01]
[ 1.81219573e-01 5.10748749e-01 6.61467014e-02 4.24699875e-01
-8.79318891e-01 -8.47999351e-02 -4.53186327e-01 1.51243463e-01
2.09878638e-01 4.89615823e-01]
[ 2.56602551e-01 2.98085176e-01 2.45871000e-01 1.44582260e-01
-4.06846868e-01 8.10382184e-02 -2.07733983e-01 1.62601989e-01
2.37355448e-01 7.56061894e-02]
[ -7.35324501e-02 2.17872128e-01 2.41802491e-01 1.67523658e-02
-3.63325038e-02 1.30756906e-01 -9.74500090e-02 -1.50972657e-02
-3.28786760e-02 5.09277509e-02]
[ -9.39805362e-02 2.20546468e-03 2.69234935e-02 9.94622812e-02
-6.78493138e-02 1.14256311e-01 2.46902314e-01 2.06569922e-02
-2.70001442e-01 -8.72573537e-02]
[ -2.19709488e-01 -2.35625366e-02 -9.30071074e-02 -3.43696533e-01
1.80871341e-01 1.19603049e-01 1.02804442e-01 1.03537333e-01
-2.07081984e-01 3.25220699e-02]
[ 9.51218288e-03 -3.80846697e-01 -1.27732740e-01 -1.63377380e-01
3.77775987e-01 2.66172700e-02 1.79469280e-01 1.52433468e-01
-1.66500051e-01 -2.22819427e-01]
[ 1.37874544e-01 -1.94009550e-01 -1.43220697e-01 -1.29318500e-03
8.87624665e-02 -5.77104918e-02 3.21114455e-02 -1.49925285e-01
1.31288333e-01 -1.21147604e-01]
[ -1.18341952e-01 1.04721394e-01 2.61160010e-01 -1.46874549e-02
1.67502186e-01 8.42231008e-02 1.76224047e-02 -2.98075706e-01
-1.16222078e-01 -6.00690689e-02]
[ -3.53951951e-01 4.97339936e-02 1.06064840e-02 -3.59671194e-02
1.72915126e-01 -1.70136930e-01 -3.19213719e-03 2.34192257e-01
-9.53218545e-02 6.85316588e-02]
[ 1.48426483e-01 6.19612456e-02 -2.35546347e-01 -8.55052199e-02
1.14841110e-01 -2.95645771e-01 3.86102838e-02 -1.67849636e-01
6.61632622e-04 -1.87708062e-01]
[ 2.10002802e-01 -1.67262582e-01 6.27548958e-02 -2.52364616e-02
9.47941256e-02 -3.32444953e-02 1.95077653e-02 -1.36994073e-01
1.10980796e-01 -1.82139688e-01]
[ -1.07969541e-01 -6.40787692e-02 1.19887121e-01 1.04250605e-01
5.77600572e-02 -1.11710742e-01 2.56868524e-01 -7.79279953e-02
1.80652004e-01 -8.41002055e-03]
[ -2.19702595e-04 -1.78388543e-01 2.03133635e-01 -2.42199041e-01
1.11118762e-02 1.14241348e-01 5.99325112e-02 -1.15891624e-01
2.44830345e-02 2.23475446e-01]]
[[ 0.61313457]
[ 1.5402219 ]
[ 0.27778143]
[ 0.86956325]
[-2.64924077]
[-0.26267159]
[-1.56435531]
[ 0.06066474]
[ 0.68132758]
[ 0.89090639]]
Progress: 28.2% ... Training loss: 0.287 ... Validation loss: 0.458[[ 1.60117426e-01 2.00400310e-01 -1.08055714e-01 1.07196082e-01
-5.15461997e-01 -7.09974464e-02 -4.98562590e-02 1.22572379e-01
-6.53772579e-02 1.83510122e-01]
[ 1.15677107e-02 1.52878163e-01 -2.08110278e-02 3.94588731e-02
1.04743027e-01 -4.96272131e-03 3.13173939e-01 4.10321118e-02
1.37584131e-01 -3.22341117e-02]
[ 1.75907365e-01 5.68034812e-01 1.17917979e-02 -6.30512048e-03
3.31122193e-01 -2.95742002e-02 -6.41611168e-01 -3.89809835e-02
5.91452020e-02 2.79435272e-01]
[ -2.81123513e-03 -3.07456361e-01 -2.25958460e-01 7.14131462e-02
-2.79790018e-02 1.54209247e-01 1.34592967e-01 5.77115822e-02
4.57146578e-02 1.73261538e-01]
[ -1.32657285e-02 1.25408164e-01 -1.47331836e-01 3.92598350e-02
6.36260502e-02 -1.79653720e-01 6.10313687e-02 -1.19168558e-01
-1.88643617e-01 -1.55283071e-02]
[ -3.62895595e-01 -4.92703585e-01 -2.89139142e-01 1.69575135e-01
8.79741283e-02 3.93042173e-02 1.81500606e-01 -3.58599042e-02
-3.96558448e-03 1.41860041e-02]
[ -1.96921025e-03 -1.90552684e-01 1.08841171e-02 9.36681209e-02
-1.70937958e-02 -7.21581565e-02 1.70172121e-01 -1.90072322e-01
1.92580690e-01 3.31508128e-02]
[ 1.11782285e-01 -2.38821327e-01 3.41334210e-02 -6.93211960e-02
1.00837144e-01 -4.74167156e-02 7.45023103e-02 1.20555934e-01
7.85382125e-02 -2.52240142e-02]
[ -1.75557403e-01 -1.18355217e-01 -3.05834102e-01 -2.68573615e-02
1.16106805e-02 7.08518543e-02 -1.70274685e-01 -2.90085116e-02
2.56748315e-01 -1.34661947e-01]
[ 6.98800072e-02 -3.28535430e-01 9.60915093e-02 4.99791204e-02
2.25533997e-02 -1.21565583e-01 1.18758017e-01 -1.01036816e-01
3.30250184e-02 1.29535428e-01]
[ -8.32100051e-02 1.57516966e-03 -8.70387521e-04 -1.51655574e-01
2.98788057e-02 2.11030514e-02 1.45329208e-01 -1.02712594e-01
-1.88474104e-02 -1.29341648e-01]
[ -1.21754207e-01 -1.17547269e-01 -7.25883082e-02 -1.46031125e-02
3.98057811e-01 1.03996089e-01 7.92272197e-02 -1.66986809e-02
-1.77148749e-01 -2.21094760e-01]
[ -1.56712396e-01 4.69013582e-03 6.20353903e-02 2.21106843e-02
-1.73390487e-01 -2.19845363e-01 -1.78492813e-01 -1.96988789e-01
8.72933933e-02 1.74488189e-01]
[ -2.45001745e-01 -2.56238346e-01 1.09977805e-01 2.52755606e-01
-9.84288471e-02 -7.63999094e-02 -7.62017530e-03 -2.56894854e-01
-2.32799224e-01 -3.36359184e-02]
[ 1.15986321e-01 -1.11941243e-01 -1.71256252e-02 1.29549242e-01
-3.64790273e-02 -9.02502191e-02 1.67533716e-01 4.19251818e-03
3.71120092e-02 2.26452990e-02]
[ 3.81839859e-02 -7.13296526e-02 -2.10905550e-01 1.50897622e-01
-4.11884303e-02 8.49010110e-02 -6.31136295e-02 -1.98194104e-02
-9.06167990e-02 -3.85981743e-03]
[ -1.21613144e-01 -6.65539263e-02 -2.02940817e-01 1.55263579e-01
9.82509792e-06 1.34566898e-01 9.99495712e-03 -2.50170691e-01
6.88424078e-02 -2.00392549e-01]
[ -7.26954212e-02 -4.41750795e-02 2.74360191e-01 9.38712294e-02
1.34049965e-01 -5.97683266e-02 -1.18500869e-01 1.20362680e-01
6.83078063e-02 2.81230834e-02]
[ 5.56416625e-02 -2.80707709e-02 8.79959894e-02 8.88931939e-02
6.26003966e-02 -1.73988764e-02 2.36271965e-01 1.20691445e-01
-3.00740652e-02 -6.40205153e-02]
[ 1.12576802e-02 -1.40100347e-01 -2.89457553e-01 -4.55655329e-02
1.73516397e-01 -9.31073736e-02 1.56386396e-01 1.64207069e-01
1.11629424e-01 -2.49436885e-02]
[ 4.96106697e-02 -1.15055651e-02 -1.16897641e-01 4.34498724e-02
-8.43144389e-02 3.22481768e-01 2.61724462e-01 2.05025517e-01
-1.61728817e-01 -6.14177615e-02]
[ -2.36536921e-03 -2.91230614e-02 1.19949572e-01 9.76008479e-02
1.76505193e-02 1.07977918e-01 -1.19307172e-01 -4.20298691e-02
2.06406207e-01 6.93328857e-02]
[ 1.07038926e-01 7.16679969e-02 -4.76188652e-02 -1.03773979e-01
-8.91867006e-02 -3.29006848e-01 1.16493938e-01 8.37665681e-03
1.39350335e-01 8.59354050e-02]
[ -9.93244119e-02 -3.66801476e-04 -1.54454368e-02 2.28246378e-02
8.87452696e-03 -2.03682660e-01 -8.70568131e-02 -1.98405663e-02
1.55689067e-02 1.28287355e-01]
[ -1.45412395e-01 -7.88855844e-02 -1.97742211e-01 -4.12631987e-03
-2.66596298e-01 -4.52033496e-03 -8.19592366e-04 -2.37398648e-02
2.82700677e-03 6.10261853e-02]
[ -3.02525280e-02 -8.19662403e-02 -7.46810621e-02 -1.27602766e-01
5.32009852e-01 2.76142954e-01 5.54493743e-01 1.13066039e-01
-1.82007534e-01 -3.76035413e-01]
[ -1.63347070e-02 -3.74547455e-01 -2.99613070e-02 -7.36295622e-02
6.61679218e-01 1.01128441e-01 5.11778745e-01 9.14465413e-02
2.88023194e-02 -3.82766760e-01]
[ 1.23686906e-02 -4.28702206e-01 -4.26486495e-02 -1.05979975e-01
6.74078875e-01 2.32694667e-02 4.78942116e-01 4.88444242e-02
-3.62374813e-01 -2.16561145e-01]
[ -1.65193336e-01 -5.71620130e-01 -7.39292136e-03 -1.97475524e-01
7.51286624e-01 -9.22751975e-02 6.00674257e-01 -8.22894458e-02
-6.32191856e-02 8.74550959e-02]
[ -2.87947570e-01 -3.79526772e-01 5.73514254e-02 -4.32813696e-02
9.08293284e-01 1.41058131e-01 3.99637938e-01 4.79906226e-02
-8.57531443e-02 -1.31943625e-01]
[ -1.99787169e-01 -2.82771483e-01 2.52741302e-01 -2.38731013e-01
6.50267961e-01 -4.56419511e-02 6.67164004e-01 1.34608735e-02
-2.53263972e-01 -2.46055020e-02]
[ -1.25741505e-01 -2.09725709e-01 -1.78986043e-01 -9.64927383e-02
4.74737894e-01 -2.31560853e-01 1.65278076e-01 1.69442231e-01
-5.66884240e-03 -1.14534175e-01]
[ 1.16300768e-01 2.51424161e-01 1.66336888e-01 -8.36634314e-02
-1.01402956e-01 4.76159139e-02 -1.59329607e-01 2.83808287e-01
8.05924156e-02 1.82748539e-01]
[ 3.50447414e-01 3.17387132e-01 -8.27672679e-02 3.15836493e-01
-8.90869811e-01 -2.88206726e-01 -4.75551525e-01 1.77702794e-01
3.82249336e-01 -3.29704435e-02]
[ 4.49172551e-02 1.35441282e-01 2.52020215e-01 2.47600750e-01
-5.06917012e-02 -1.94960572e-01 -1.74173684e-01 -1.33146257e-01
-1.42044422e-01 -2.91416518e-01]
[ 2.37349267e-02 -5.87825873e-02 -1.18237805e-01 -5.38857472e-02
2.42800532e-01 4.09441836e-02 -6.75956467e-03 -1.84445401e-01
3.43912459e-02 2.08684149e-01]
[ 3.68169007e-04 -5.57248710e-02 -6.70471159e-02 -5.17299048e-02
-1.60941921e-02 -1.76375340e-01 8.98743484e-02 1.00523791e-02
3.66706091e-02 5.28503296e-03]
[ 2.98289165e-02 7.07351265e-02 2.44563408e-01 7.53140167e-02
-2.30916286e-01 -1.35078112e-01 1.10930954e-01 3.96812680e-02
-1.84794187e-01 1.09155812e-01]
[ 7.64275594e-02 4.17776620e-02 1.09981794e-01 1.48029818e-02
-2.59894377e-01 6.70289137e-02 5.53590142e-02 -2.70205432e-01
-1.16121575e-02 -8.12413097e-02]
[ -1.09372922e-02 9.00227570e-02 8.45471002e-02 -2.92897619e-02
-3.95527729e-02 1.80918061e-01 1.00314567e-01 1.18561565e-01
-2.10138555e-02 1.74060188e-01]
[ 2.14102761e-01 5.00914822e-02 2.58224098e-02 7.24810782e-02
7.25222951e-02 -2.01709747e-02 -1.43837992e-01 1.47858435e-01
-6.11290719e-02 -2.84695408e-02]
[ 4.04911487e-02 -1.80607307e-02 1.61991062e-02 3.86800002e-02
-3.98796953e-01 -1.22198040e-01 -1.99127079e-01 4.11139672e-02
1.17896142e-01 1.91811528e-01]
[ 4.05915000e-02 5.15174163e-01 1.20316393e-01 4.08598851e-01
-1.08331253e+00 -3.03648933e-01 -6.08479249e-01 -7.28601439e-02
2.83149508e-01 3.27025660e-01]
[ 1.80815684e-01 5.09514846e-01 6.59898579e-02 4.24242071e-01
-8.78530557e-01 -8.46652492e-02 -4.52182310e-01 1.51207583e-01
2.09483870e-01 4.89027042e-01]
[ 2.56373085e-01 2.97671425e-01 2.45783650e-01 1.44351375e-01
-4.06403651e-01 8.11310738e-02 -2.07308151e-01 1.62583969e-01
2.37139333e-01 7.53116150e-02]
[ -7.35974358e-02 2.17676600e-01 2.41787299e-01 1.66971826e-02
-3.62233507e-02 1.30776337e-01 -9.73442072e-02 -1.51019510e-02
-3.29177767e-02 5.08803736e-02]
[ -9.39711670e-02 2.32813608e-03 2.69349550e-02 9.95086557e-02
-6.79761956e-02 1.14244457e-01 2.46810379e-01 2.06601899e-02
-2.69961353e-01 -8.72123743e-02]
[ -2.19540751e-01 -2.31608303e-02 -9.29302486e-02 -3.43458790e-01
1.80183514e-01 1.19531108e-01 1.02375695e-01 1.03553668e-01
-2.06895382e-01 3.27399976e-02]
[ 9.62429458e-03 -3.80657310e-01 -1.27681754e-01 -1.63211651e-01
3.77275349e-01 2.65668440e-02 1.79333290e-01 1.52444630e-01
-1.66375773e-01 -2.22666375e-01]
[ 1.39985949e-01 -1.88795502e-01 -1.42203411e-01 1.93511108e-03
7.89331889e-02 -5.86567487e-02 2.65867670e-02 -1.49715098e-01
1.33721275e-01 -1.17911048e-01]
[ -1.17541654e-01 1.06503784e-01 2.61552399e-01 -1.35528492e-02
1.64839367e-01 8.38493024e-02 1.56909459e-02 -2.97991793e-01
-1.15258792e-01 -5.88986672e-02]
[ -3.54365219e-01 4.86930073e-02 1.04295171e-02 -3.65535824e-02
1.74528858e-01 -1.69969596e-01 -2.09297134e-03 2.34154208e-01
-9.57896891e-02 6.79743525e-02]
[ 1.49631845e-01 6.39379290e-02 -2.35011320e-01 -8.37210585e-02
1.09981593e-01 -2.96179194e-01 3.61168993e-02 -1.67721425e-01
2.06216997e-03 -1.85929066e-01]
[ 2.09765623e-01 -1.67535157e-01 6.26740455e-02 -2.54895592e-02
9.53958080e-02 -3.31638635e-02 1.98874019e-02 -1.37011011e-01
1.10791221e-01 -1.82383706e-01]
[ -1.08240585e-01 -6.45550691e-02 1.19752259e-01 1.03899807e-01
5.83955486e-02 -1.11598631e-01 2.57554778e-01 -7.79576491e-02
1.80283969e-01 -8.86973431e-03]
[ -1.29127446e-03 -1.81233215e-01 2.02652073e-01 -2.43625119e-01
1.37884530e-02 1.14692735e-01 6.29899441e-02 -1.15993873e-01
2.33067758e-02 2.21832090e-01]]
[[ 0.62329195]
[ 1.54803706]
[ 0.28376919]
[ 0.87778469]
[-2.64020894]
[-0.25530208]
[-1.55789921]
[ 0.06766931]
[ 0.69120016]
[ 0.89817183]]
Progress: 28.3% ... Training loss: 0.291 ... Validation loss: 0.461[[ 1.55317893e-01 1.90246010e-01 -1.10262818e-01 1.00175173e-01
-4.95800468e-01 -6.90020254e-02 -3.94288868e-02 1.22028504e-01
-7.09149424e-02 1.76450753e-01]
[ 1.13407844e-02 1.52410166e-01 -2.09045978e-02 3.91424131e-02
1.05579630e-01 -4.87345935e-03 3.13721524e-01 4.10076204e-02
1.37350510e-01 -3.25147869e-02]
[ 1.72468160e-01 5.60663575e-01 1.01821087e-02 -1.18701581e-02
3.46488987e-01 -2.80144133e-02 -6.33984966e-01 -3.94031863e-02
5.50109555e-02 2.74403163e-01]
[ -2.66954564e-03 -3.06962651e-01 -2.25811878e-01 7.20468881e-02
-2.83237242e-02 1.54081047e-01 1.34830088e-01 5.77638229e-02
4.62685953e-02 1.73761250e-01]
[ -1.00736052e-02 1.32933613e-01 -1.45935242e-01 4.37218680e-02
5.13663351e-02 -1.80929539e-01 5.28228617e-02 -1.18822062e-01
-1.85286046e-01 -1.10948624e-02]
[ -3.63166466e-01 -4.93798618e-01 -2.89239508e-01 1.69338525e-01
8.82947522e-02 3.93788337e-02 1.82720127e-01 -3.58806079e-02
-4.18526551e-03 1.37851094e-02]
[ -5.43716904e-03 -1.98676172e-01 9.35333502e-03 8.87160056e-02
-3.59877459e-03 -7.07098504e-02 1.78481403e-01 -1.90451935e-01
1.88889568e-01 2.83603703e-02]
[ 1.10817713e-01 -2.40847959e-01 3.36843464e-02 -7.08633009e-02
1.04876075e-01 -4.70080837e-02 7.66147601e-02 1.20438767e-01
7.72852051e-02 -2.66663281e-02]
[ -1.75979685e-01 -1.19283274e-01 -3.06032830e-01 -2.74996018e-02
1.41522197e-02 7.10564527e-02 -1.69296968e-01 -2.90581869e-02
2.56303361e-01 -1.35391027e-01]
[ 6.56518924e-02 -3.37864923e-01 9.41941438e-02 4.38330036e-02
3.90695989e-02 -1.19795441e-01 1.28525294e-01 -1.01515225e-01
2.83427070e-02 1.23544107e-01]
[ -8.36968817e-02 1.07158682e-04 -1.05328947e-03 -1.52338722e-01
3.20436137e-02 2.13132928e-02 1.46683053e-01 -1.02760981e-01
-1.93999320e-02 -1.30109500e-01]
[ -1.22164899e-01 -1.18922976e-01 -7.27869918e-02 -1.51469184e-02
3.99772919e-01 1.04151858e-01 8.07250654e-02 -1.67390430e-02
-1.77522681e-01 -2.21698318e-01]
[ -1.56712396e-01 4.69013582e-03 6.20353903e-02 2.21106843e-02
-1.73390487e-01 -2.19845363e-01 -1.78492813e-01 -1.96988789e-01
8.72933933e-02 1.74488189e-01]
[ -2.46077776e-01 -2.58176812e-01 1.09481684e-01 2.51264674e-01
-9.45742794e-02 -7.59566260e-02 -5.22617218e-03 -2.57014386e-01
-2.34032924e-01 -3.52412535e-02]
[ 1.16402000e-01 -1.11655613e-01 -1.69192977e-02 1.30190553e-01
-3.83008312e-02 -9.04385441e-02 1.67101209e-01 4.24319377e-03
3.76321991e-02 2.32287477e-02]
[ 3.81490578e-02 -7.15629309e-02 -2.10910562e-01 1.50871804e-01
-4.10712556e-02 8.48990305e-02 -6.30147839e-02 -1.98193493e-02
-9.06273669e-02 -3.85984446e-03]
[ -1.21963563e-01 -6.74052817e-02 -2.03089866e-01 1.54782646e-01
1.44808672e-03 1.34710723e-01 1.07838823e-02 -2.50205024e-01
6.84617556e-02 -2.00903242e-01]
[ -7.47922065e-02 -4.91088140e-02 2.73424050e-01 9.08765179e-02
1.42132286e-01 -5.89078635e-02 -1.13364062e-01 1.20129251e-01
6.60636043e-02 2.52312301e-02]
[ 5.44229773e-02 -3.10499228e-02 8.74186603e-02 8.69448063e-02
6.77266429e-02 -1.68461692e-02 2.39222483e-01 1.20542820e-01
-3.15026718e-02 -6.59122478e-02]
[ 1.15034382e-02 -1.39480736e-01 -2.89336500e-01 -4.52173123e-02
1.72552048e-01 -9.31877996e-02 1.55893491e-01 1.64234564e-01
1.11894881e-01 -2.45830147e-02]
[ 4.88649205e-02 -1.29693517e-02 -1.17246310e-01 4.23336784e-02
-8.12388024e-02 3.22784986e-01 2.63388645e-01 2.04940524e-01
-1.62607037e-01 -6.24294087e-02]
[ -2.90000394e-03 -3.03621132e-02 1.19748331e-01 9.69082588e-02
1.95153965e-02 1.08170353e-01 -1.18200443e-01 -4.20843173e-02
2.05871279e-01 6.86053443e-02]
[ 1.07361956e-01 7.25604970e-02 -4.74847412e-02 -1.03333618e-01
-8.97830953e-02 -3.29122051e-01 1.15511476e-01 8.40946443e-03
1.39694649e-01 8.63162186e-02]
[ -9.94156862e-02 -6.19272485e-04 -1.54891381e-02 2.26903111e-02
9.25526266e-03 -2.03630021e-01 -8.67074023e-02 -1.98500462e-02
1.54735551e-02 1.28160365e-01]
[ -1.45374038e-01 -7.89652407e-02 -1.97725402e-01 -4.04539074e-03
-2.66757455e-01 -4.54681758e-03 -7.82170908e-04 -2.37332215e-02
2.89450939e-03 6.11043380e-02]
[ -3.03955803e-02 -8.26782860e-02 -7.47497236e-02 -1.27816869e-01
5.32706541e-01 2.76208894e-01 5.55135685e-01 1.13051252e-01
-1.82163732e-01 -3.76287883e-01]
[ -1.64266053e-02 -3.74985548e-01 -3.00047113e-02 -7.37068626e-02
6.61971051e-01 1.01158733e-01 5.12151776e-01 9.14390292e-02
2.87475443e-02 -3.82892404e-01]
[ 1.26070305e-02 -4.28384841e-01 -4.25252912e-02 -1.05597306e-01
6.72988323e-01 2.31575819e-02 4.78568940e-01 4.88733737e-02
-3.62074584e-01 -2.16190428e-01]
[ -1.65956372e-01 -5.73305673e-01 -7.73639644e-03 -1.98555863e-01
7.54256019e-01 -9.19686361e-02 6.02428611e-01 -8.23699588e-02
-6.40464194e-02 8.64622773e-02]
[ -2.88347882e-01 -3.80483952e-01 5.71709616e-02 -4.38494199e-02
9.09682267e-01 1.41207777e-01 4.00652027e-01 4.79481259e-02
-8.62011449e-02 -1.32486220e-01]
[ -2.00264268e-01 -2.83947329e-01 2.52544860e-01 -2.39367720e-01
6.51983298e-01 -4.54615281e-02 6.68357149e-01 1.34116243e-02
-2.53757224e-01 -2.52321686e-02]
[ -1.26340428e-01 -2.10614434e-01 -1.79251826e-01 -9.73357954e-02
4.77263755e-01 -2.31310511e-01 1.66484840e-01 1.69375702e-01
-6.32342342e-03 -1.15403025e-01]
[ 1.16116604e-01 2.50936226e-01 1.66252428e-01 -8.39042483e-02
-1.00789633e-01 4.76905135e-02 -1.58795575e-01 2.83786734e-01
8.03951008e-02 1.82503145e-01]
[ 3.50152325e-01 3.16532361e-01 -8.28997250e-02 3.15374281e-01
-8.90137025e-01 -2.88065659e-01 -4.74787598e-01 1.77666732e-01
3.81942060e-01 -3.33997940e-02]
[ 4.48907034e-02 1.35340410e-01 2.52019288e-01 2.47583124e-01
-5.06535267e-02 -1.94956190e-01 -1.74125700e-01 -1.33145772e-01
-1.42055840e-01 -2.91427616e-01]
[ 2.40160241e-02 -5.81183319e-02 -1.18095377e-01 -5.34671550e-02
2.41613295e-01 4.08284271e-02 -7.46570718e-03 -1.84410427e-01
3.47011526e-02 2.09073466e-01]
[ -3.30401401e-04 -5.73329390e-02 -6.73852828e-02 -5.28224375e-02
-1.30255525e-02 -1.76073833e-01 9.15566460e-02 9.96987484e-03
3.58371377e-02 4.17703960e-03]
[ 2.98170726e-02 7.07287507e-02 2.44549363e-01 7.52785692e-02
-2.30816267e-01 -1.35067854e-01 1.10925360e-01 3.96781232e-02
-1.84817857e-01 1.09137857e-01]
[ 7.58575929e-02 4.05047272e-02 1.09748752e-01 1.40273767e-02
-2.57668014e-01 6.72395482e-02 5.66353290e-02 -2.70264302e-01
-1.21908549e-02 -8.20405090e-02]
[ -1.19423072e-02 8.76562046e-02 8.40963212e-02 -3.08424028e-02
-3.51560620e-02 1.81367251e-01 1.02720860e-01 1.18437885e-01
-2.21582636e-02 1.72627159e-01]
[ 2.13691093e-01 4.90504836e-02 2.55928239e-02 7.17235836e-02
7.46338600e-02 -1.99664939e-02 -1.42780745e-01 1.47799828e-01
-6.17249546e-02 -2.92279424e-02]
[ 4.06201955e-02 -1.76570879e-02 1.62653579e-02 3.88972552e-02
-3.99412642e-01 -1.22251731e-01 -1.99412854e-01 4.11305520e-02
1.18055763e-01 1.92006585e-01]
[ 4.04199794e-02 5.14912111e-01 1.20229290e-01 4.08319349e-01
-1.08257343e+00 -3.03572472e-01 -6.08202561e-01 -7.28818802e-02
2.82928755e-01 3.26813329e-01]
[ 1.81483811e-01 5.11060410e-01 6.63043615e-02 4.25250940e-01
-8.80853733e-01 -8.49322035e-02 -4.53678229e-01 1.51286953e-01
2.10258249e-01 4.89961992e-01]
[ 2.56126662e-01 2.97080636e-01 2.45683008e-01 1.44029769e-01
-4.05518886e-01 8.12291617e-02 -2.06696015e-01 1.62555445e-01
2.36888967e-01 7.49631445e-02]
[ -7.35430053e-02 2.17924778e-01 2.41807879e-01 1.68019053e-02
-3.65894484e-02 1.30748135e-01 -9.75226370e-02 -1.50937915e-02
-3.28592647e-02 5.09608682e-02]
[ -9.40805119e-02 2.18600082e-03 2.68878100e-02 9.93643612e-02
-6.75161500e-02 1.14284759e-01 2.46855399e-01 2.06501561e-02
-2.70063013e-01 -8.73716596e-02]
[ -2.19569789e-01 -2.32789954e-02 -9.29422202e-02 -3.43496204e-01
1.80261194e-01 1.19542785e-01 1.02477320e-01 1.03550748e-01
-2.06921261e-01 3.27077958e-02]
[ 9.36108337e-03 -3.81300445e-01 -1.27799270e-01 -1.63580080e-01
3.78216946e-01 2.66736362e-02 1.80010406e-01 1.52417670e-01
-1.66662348e-01 -2.23035889e-01]
[ 1.39336162e-01 -1.90235020e-01 -1.42497037e-01 1.08934772e-03
8.11331347e-02 -5.83764662e-02 2.84851406e-02 -1.49792654e-01
1.33038343e-01 -1.18857590e-01]
[ -1.19047281e-01 1.03121588e-01 2.60896762e-01 -1.56832174e-02
1.70812277e-01 8.44531259e-02 1.91744752e-02 -2.98153594e-01
-1.16919127e-01 -6.10236294e-02]
[ -3.54610818e-01 4.77308748e-02 1.03224120e-02 -3.68978464e-02
1.76029999e-01 -1.69856204e-01 -1.25142647e-03 2.34131150e-01
-9.60245026e-02 6.76375304e-02]
[ 1.48849597e-01 6.17151093e-02 -2.35347113e-01 -8.48223575e-02
1.13101084e-01 -2.95864421e-01 3.81490940e-02 -1.67799702e-01
1.19361657e-03 -1.87109164e-01]
[ 2.09962018e-01 -1.67271730e-01 6.27426455e-02 -2.53407234e-02
9.46317318e-02 -3.32336544e-02 1.94339176e-02 -1.36998434e-01
1.10865699e-01 -1.82263916e-01]
[ -1.08986905e-01 -6.64444655e-02 1.19435360e-01 1.02878391e-01
6.14128269e-02 -1.11304651e-01 2.59502456e-01 -7.80368351e-02
1.79587724e-01 -9.89865503e-03]
[ -2.68377187e-03 -1.83773790e-01 2.02013583e-01 -2.45703914e-01
1.91378791e-02 1.15292427e-01 6.58590761e-02 -1.16153730e-01
2.17664127e-02 2.19966914e-01]]
[[ 0.60493714]
[ 1.53290825]
[ 0.26383474]
[ 0.85968209]
[-2.65873161]
[-0.27130437]
[-1.57534143]
[ 0.05166516]
[ 0.67245214]
[ 0.87812545]]
Progress: 28.4% ... Training loss: 0.293 ... Validation loss: 0.465[[ 1.57432897e-01 1.94660380e-01 -1.09277297e-01 1.03334189e-01
-5.05134361e-01 -6.99613743e-02 -4.45964422e-02 1.22227450e-01
-6.83460464e-02 1.79649142e-01]
[ 1.22552252e-02 1.54462686e-01 -2.04893662e-02 4.05501375e-02
1.01594129e-01 -5.29656972e-03 3.11366473e-01 4.10919026e-02
1.38410935e-01 -3.11686218e-02]
[ 1.74638002e-01 5.66995191e-01 1.12538038e-02 -8.46462994e-03
3.36522641e-01 -2.89667205e-02 -6.40747452e-01 -3.91951360e-02
5.74738914e-02 2.77779709e-01]
[ -4.71710268e-03 -3.11729682e-01 -2.26756677e-01 6.89624901e-02
-1.94684568e-02 1.55058049e-01 1.40638429e-01 5.75789849e-02
4.38112615e-02 1.70640670e-01]
[ -9.86628365e-03 1.33725361e-01 -1.45822097e-01 4.42384620e-02
5.03355584e-02 -1.81079999e-01 5.24262023e-02 -1.18797274e-01
-1.84807205e-01 -1.06975536e-02]
[ -3.62107347e-01 -4.92245738e-01 -2.88797893e-01 1.70815525e-01
8.37239576e-02 3.88745828e-02 1.80543715e-01 -3.57877162e-02
-2.95490531e-03 1.52637120e-02]
[ -4.53946721e-03 -1.96684139e-01 9.70960538e-03 8.99605247e-02
-7.63306288e-03 -7.10989836e-02 1.76203733e-01 -1.90378427e-01
1.89817778e-01 2.95080616e-02]
[ 1.11146186e-01 -2.40235307e-01 3.38966495e-02 -7.02297527e-02
1.02870537e-01 -4.71601802e-02 7.58469344e-02 1.20485599e-01
7.78464820e-02 -2.60116432e-02]
[ -1.75698445e-01 -1.18625305e-01 -3.05885116e-01 -2.70700327e-02
1.23531753e-02 7.09219662e-02 -1.69899383e-01 -2.90318451e-02
2.56628048e-01 -1.34963617e-01]
[ 6.87008082e-02 -3.30835780e-01 9.55597816e-02 4.82198524e-02
2.57199204e-02 -1.21154105e-01 1.20941234e-01 -1.01242218e-01
3.18411454e-02 1.27919215e-01]
[ -8.40787051e-02 -1.59616012e-03 -1.21596652e-03 -1.52825602e-01
3.28228333e-02 2.14542550e-02 1.47913658e-01 -1.02786939e-01
-1.97954164e-02 -1.30624400e-01]
[ -1.22265458e-01 -1.19433267e-01 -7.28320493e-02 -1.52622504e-02
3.99933713e-01 1.04189592e-01 8.12541981e-02 -1.67465188e-02
-1.77581101e-01 -2.21850137e-01]
[ -1.56712396e-01 4.69013582e-03 6.20353903e-02 2.21106843e-02
-1.73390487e-01 -2.19845363e-01 -1.78492813e-01 -1.96988789e-01
8.72933933e-02 1.74488189e-01]
[ -2.45284607e-01 -2.56656805e-01 1.09828950e-01 2.52385240e-01
-9.75300936e-02 -7.63219400e-02 -7.03120687e-03 -2.56945886e-01
-2.33165207e-01 -3.41227448e-02]
[ 1.15934955e-01 -1.12851768e-01 -1.71404109e-02 1.29557503e-01
-3.74653390e-02 -9.02337666e-02 1.68395355e-01 4.20369252e-03
3.71561820e-02 2.25621583e-02]
[ 3.84754402e-02 -7.12499242e-02 -2.10776261e-01 1.51302450e-01
-4.19576468e-02 8.47345707e-02 -6.37176823e-02 -1.97863652e-02
-9.02325983e-02 -3.38676675e-03]
[ -1.21795732e-01 -6.70225049e-02 -2.03024464e-01 1.55012912e-01
8.07077029e-04 1.34636161e-01 1.04056239e-02 -2.50192550e-01
6.86501786e-02 -2.00666601e-01]
[ -7.32821591e-02 -4.54610921e-02 2.74061394e-01 9.30391139e-02
1.35575377e-01 -5.95698138e-02 -1.17300806e-01 1.20257185e-01
6.76449433e-02 2.73428788e-02]
[ 5.43691467e-02 -3.14024473e-02 8.74206578e-02 8.69348656e-02
6.73459807e-02 -1.68391575e-02 2.39415769e-01 1.20543040e-01
-3.14466513e-02 -6.59391596e-02]
[ 1.19662389e-02 -1.38526460e-01 -2.89102375e-01 -4.44865499e-02
1.70662786e-01 -9.34137772e-02 1.54475795e-01 1.64282012e-01
1.12488482e-01 -2.38218052e-02]
[ 4.84557329e-02 -1.38352647e-02 -1.17439364e-01 4.17157099e-02
-7.96960313e-02 3.22975219e-01 2.64326336e-01 2.04903910e-01
-1.63096332e-01 -6.30013188e-02]
[ -2.99019261e-03 -3.06687879e-02 1.19724684e-01 9.67722748e-02
2.00027375e-02 1.08244364e-01 -1.17488705e-01 -4.20891601e-02
2.05774573e-01 6.84082818e-02]
[ 1.07679763e-01 7.33190344e-02 -4.73343757e-02 -1.02853269e-01
-9.13938998e-02 -3.29267134e-01 1.14846693e-01 8.43777468e-03
1.40057540e-01 8.67727745e-02]
[ -9.93704565e-02 -5.24346405e-04 -1.54563951e-02 2.27524354e-02
8.77624095e-03 -2.03660577e-01 -8.68832928e-02 -1.98452840e-02
1.55593386e-02 1.28234049e-01]
[ -1.45410521e-01 -7.90996920e-02 -1.97733229e-01 -4.08112075e-03
-2.66632850e-01 -4.53491427e-03 -6.62048537e-04 -2.37353234e-02
2.87051865e-03 6.10438747e-02]
[ -3.03085057e-02 -8.25174736e-02 -7.47098589e-02 -1.27683670e-01
5.32281300e-01 2.76171687e-01 5.54932888e-01 1.13058990e-01
-1.82064785e-01 -3.76177517e-01]
[ -1.63022413e-02 -3.74867048e-01 -2.99475253e-02 -7.35165813e-02
6.61403498e-01 1.01102561e-01 5.11968215e-01 9.14505955e-02
2.89023568e-02 -3.82721169e-01]
[ 1.23923790e-02 -4.28832441e-01 -4.26142073e-02 -1.05903874e-01
6.73808513e-01 2.32507867e-02 4.79103878e-01 4.88550509e-02
-3.62312464e-01 -2.16503464e-01]
[ -1.65992609e-01 -5.73490087e-01 -7.74955495e-03 -1.98586766e-01
7.54290911e-01 -9.19584557e-02 6.02603526e-01 -8.23722318e-02
-6.40663531e-02 8.64428636e-02]
[ -2.88503755e-01 -3.81036588e-01 5.70996877e-02 -4.40691783e-02
9.10096085e-01 1.41276549e-01 4.01166115e-01 4.79343054e-02
-8.63750955e-02 -1.32709426e-01]
[ -2.00350292e-01 -2.84262524e-01 2.52506415e-01 -2.39484413e-01
6.52292013e-01 -4.54261759e-02 6.68670462e-01 1.34044184e-02
-2.53852687e-01 -2.53369664e-02]
[ -1.26130087e-01 -2.10190080e-01 -1.79157062e-01 -9.70245495e-02
4.76325182e-01 -2.31408718e-01 1.65992509e-01 1.69394000e-01
-6.07840946e-03 -1.15082670e-01]
[ 1.16060399e-01 2.50899679e-01 1.66208598e-01 -8.40169096e-02
-1.00449529e-01 4.77239041e-02 -1.58677084e-01 2.83781013e-01
8.03173514e-02 1.82396018e-01]
[ 3.50333920e-01 3.16923845e-01 -8.28254871e-02 3.15478211e-01
-8.90327191e-01 -2.88136848e-01 -4.75305063e-01 1.77680552e-01
3.82113800e-01 -3.31776592e-02]
[ 4.49553057e-02 1.35364008e-01 2.52050540e-01 2.47683118e-01
-5.09268264e-02 -1.94988666e-01 -1.74211926e-01 -1.33139858e-01
-1.41974393e-01 -2.91362585e-01]
[ 2.46006098e-02 -5.70007029e-02 -1.17856650e-01 -5.26281442e-02
2.39189391e-01 4.05798288e-02 -8.75355949e-03 -1.84362168e-01
3.53263491e-02 2.09900644e-01]
[ 3.92557146e-04 -5.57357354e-02 -6.70846349e-02 -5.17909846e-02
-1.61617627e-02 -1.76395511e-01 8.98278430e-02 1.00314249e-02
3.66215898e-02 5.14024291e-03]
[ 2.97067299e-02 7.04904295e-02 2.44496316e-01 7.51033518e-02
-2.30286238e-01 -1.35011681e-01 1.11225637e-01 3.96674922e-02
-1.84946554e-01 1.08964882e-01]
[ 7.55239581e-02 3.96295347e-02 1.09593720e-01 1.35066217e-02
-2.56243420e-01 6.74085964e-02 5.74303361e-02 -2.70295835e-01
-1.25775317e-02 -8.25590398e-02]
[ -9.66870698e-03 9.30500578e-02 8.51578803e-02 -2.73875588e-02
-4.56366938e-02 1.80326501e-01 9.67133231e-02 1.18644520e-01
-1.95172072e-02 1.76060934e-01]
[ 2.13685076e-01 4.90669922e-02 2.55983065e-02 7.17301243e-02
7.48308446e-02 -1.99672644e-02 -1.42792697e-01 1.47803304e-01
-6.17081200e-02 -2.92046210e-02]
[ 4.07332664e-02 -1.74074476e-02 1.62786904e-02 3.89553617e-02
-3.99596290e-01 -1.22303762e-01 -1.99747289e-01 4.11354412e-02
1.18111180e-01 1.92072095e-01]
[ 3.96422440e-02 5.13070527e-01 1.19938876e-01 4.07284769e-01
-1.08025209e+00 -3.03233010e-01 -6.06071093e-01 -7.29412199e-02
2.82131212e-01 3.25674007e-01]
[ 1.81721755e-01 5.11599074e-01 6.64152073e-02 4.25643636e-01
-8.82103549e-01 -8.50451935e-02 -4.54243272e-01 1.51311220e-01
2.10567707e-01 4.90358449e-01]
[ 2.55822203e-01 2.96354848e-01 2.45565677e-01 1.43645626e-01
-4.04396314e-01 8.13442427e-02 -2.05975374e-01 1.62532191e-01
2.36582310e-01 7.46093344e-02]
[ -7.36179102e-02 2.17734490e-01 2.41767586e-01 1.66826828e-02
-3.62027967e-02 1.30785572e-01 -9.73055154e-02 -1.51011426e-02
-3.29390188e-02 5.08393903e-02]
[ -9.41965478e-02 1.91335972e-03 2.68392911e-02 9.92150818e-02
-6.69857820e-02 1.14331195e-01 2.47121728e-01 2.06420021e-02
-2.70163728e-01 -8.75231066e-02]
[ -2.19319617e-01 -2.27105891e-02 -9.28423217e-02 -3.43151309e-01
1.79239606e-01 1.19429179e-01 1.01842536e-01 1.03572213e-01
-2.06649642e-01 3.30726555e-02]
[ 9.34943113e-03 -3.81405358e-01 -1.27808908e-01 -1.63591860e-01
3.78267649e-01 2.66748063e-02 1.80152281e-01 1.52416972e-01
-1.66668788e-01 -2.23065782e-01]
[ 1.40173346e-01 -1.88731452e-01 -1.42121223e-01 2.29891717e-03
7.73226282e-02 -5.87275002e-02 2.67431852e-02 -1.49719556e-01
1.34024810e-01 -1.17612417e-01]
[ -1.18429158e-01 1.04469055e-01 2.61149298e-01 -1.48435727e-02
1.68644086e-01 8.41690280e-02 1.76467939e-02 -2.98096156e-01
-1.16237456e-01 -6.01615595e-02]
[ -3.55351605e-01 4.59501261e-02 9.99396766e-03 -3.79767976e-02
1.79025791e-01 -1.69535031e-01 5.13336742e-04 2.34069226e-01
-9.68670026e-02 6.65938155e-02]
[ 1.49164889e-01 6.20927959e-02 -2.35117101e-01 -8.41385469e-02
1.10521910e-01 -2.96076526e-01 3.76211514e-02 -1.67756231e-01
1.66879189e-03 -1.86570687e-01]
[ 2.10622879e-01 -1.66495710e-01 6.30155771e-02 -2.44235309e-02
9.22426293e-02 -3.35194509e-02 1.81074027e-02 -1.36941026e-01
1.11633558e-01 -1.81356102e-01]
[ -1.09193912e-01 -6.68227435e-02 1.19319916e-01 1.02545401e-01
6.22221865e-02 -1.11199554e-01 2.59917570e-01 -7.80562569e-02
1.79291682e-01 -1.02175751e-02]
[ -1.60090567e-03 -1.80803972e-01 2.02484081e-01 -2.44157555e-01
1.38700359e-02 1.14819224e-01 6.29789707e-02 -1.16064228e-01
2.30383155e-02 2.21484405e-01]]
[[ 0.61542706]
[ 1.54239605]
[ 0.27360504]
[ 0.86900588]
[-2.64761554]
[-0.26353305]
[-1.56731389]
[ 0.05954416]
[ 0.68246468]
[ 0.88955597]]
Progress: 28.4% ... Training loss: 0.287 ... Validation loss: 0.456[[ 1.57223434e-01 1.93991574e-01 -1.09330765e-01 1.03181867e-01
-5.04136936e-01 -6.98958204e-02 -4.42283735e-02 1.22212439e-01
-6.84474802e-02 1.79213324e-01]
[ 1.21919871e-02 1.54143695e-01 -2.05300713e-02 4.04617932e-02
1.01843899e-01 -5.26909951e-03 3.11502711e-01 4.10849562e-02
1.38332554e-01 -3.12926572e-02]
[ 1.74380726e-01 5.69518779e-01 1.11736409e-02 -8.91021927e-03
3.36838156e-01 -2.87042153e-02 -6.42639725e-01 -3.92435044e-02
5.71940126e-02 2.77301347e-01]
[ -3.71251261e-03 -3.10333833e-01 -2.26290720e-01 7.03819167e-02
-2.18105003e-02 1.54607382e-01 1.39618472e-01 5.76808324e-02
4.49665659e-02 1.72289057e-01]
[ -7.90823817e-03 1.38902556e-01 -1.44947242e-01 4.73733329e-02
3.90233411e-02 -1.81988318e-01 4.67402941e-02 -1.18591922e-01
-1.82471760e-01 -8.45855448e-03]
[ -3.60905592e-01 -4.91313050e-01 -2.88247923e-01 1.72684935e-01
7.86122134e-02 3.82724972e-02 1.78947159e-01 -3.56591518e-02
-1.51450898e-03 1.70294335e-02]
[ -6.59200278e-03 -2.01960507e-01 8.77406362e-03 8.70760013e-02
1.02933958e-03 -7.02459531e-02 1.81322629e-01 -1.90577282e-01
1.87555121e-01 2.65643728e-02]
[ 1.12716193e-01 -2.36285410e-01 3.46098757e-02 -6.78000215e-02
9.51483772e-02 -4.78364848e-02 7.17790040e-02 1.20644433e-01
7.97125939e-02 -2.38944007e-02]
[ -1.75543746e-01 -1.18167672e-01 -3.05792915e-01 -2.68068100e-02
1.16213499e-02 7.08400280e-02 -1.70082881e-01 -2.90140364e-02
2.56909946e-01 -1.34715423e-01]
[ 6.89666649e-02 -3.31081373e-01 9.57138965e-02 4.88872365e-02
2.28009928e-02 -1.21361559e-01 1.20886744e-01 -1.01199781e-01
3.24094865e-02 1.28119427e-01]
[ -8.36238430e-02 -9.35228931e-04 -9.70957480e-04 -1.52092142e-01
3.13236594e-02 2.12355776e-02 1.46890356e-01 -1.02740705e-01
-1.91926260e-02 -1.29806922e-01]
[ -1.22112251e-01 -1.19784754e-01 -7.28113189e-02 -1.49852548e-02
3.99448488e-01 1.04108426e-01 8.16029016e-02 -1.67288378e-02
-1.77426483e-01 -2.21680358e-01]
[ -1.56712396e-01 4.69013582e-03 6.20353903e-02 2.21106843e-02
-1.73390487e-01 -2.19845363e-01 -1.78492813e-01 -1.96988789e-01
8.72933933e-02 1.74488189e-01]
[ -2.45715406e-01 -2.57770111e-01 1.09608076e-01 2.51771850e-01
-9.60941857e-02 -7.61487097e-02 -5.84241713e-03 -2.56986345e-01
-2.33676510e-01 -3.48538523e-02]
[ 1.17210835e-01 -1.11254644e-01 -1.65510044e-02 1.31464656e-01
-4.23212866e-02 -9.08338381e-02 1.66216985e-01 4.33406728e-03
3.86493405e-02 2.44809124e-02]
[ 3.82057112e-02 -7.22957692e-02 -2.10872820e-01 1.51015486e-01
-4.12702710e-02 8.48113881e-02 -6.27445878e-02 -1.98064981e-02
-9.04741557e-02 -3.74232357e-03]
[ -1.22235208e-01 -6.83834100e-02 -2.03226751e-01 1.54389049e-01
2.81424105e-03 1.34825571e-01 1.15133375e-02 -2.50233692e-01
6.81586040e-02 -2.01270797e-01]
[ -7.44063388e-02 -4.82021198e-02 2.73559796e-01 9.14306491e-02
1.40349108e-01 -5.90960751e-02 -1.14482206e-01 1.20145819e-01
6.64281091e-02 2.57423678e-02]
[ 5.44232356e-02 -3.12790009e-02 8.74355744e-02 8.70316660e-02
6.71607160e-02 -1.68672441e-02 2.39238258e-01 1.20547466e-01
-3.13919205e-02 -6.58638569e-02]
[ 1.17240911e-02 -1.39035439e-01 -2.89196309e-01 -4.47916589e-02
1.71525887e-01 -9.33072541e-02 1.54998600e-01 1.64262548e-01
1.12236706e-01 -2.41001570e-02]
[ 4.83177633e-02 -1.41221517e-02 -1.17504585e-01 4.15118781e-02
-7.94555509e-02 3.23031434e-01 2.64694967e-01 2.04890549e-01
-1.63246157e-01 -6.32057242e-02]
[ -1.16851397e-03 -2.60814484e-02 1.20540056e-01 9.95241059e-02
1.16755226e-02 1.07462375e-01 -1.22067728e-01 -4.19101232e-02
2.07926515e-01 7.08188811e-02]
[ 1.07512978e-01 7.28572582e-02 -4.74042578e-02 -1.03085066e-01
-9.07355646e-02 -3.29198046e-01 1.15337010e-01 8.42179960e-03
1.39917930e-01 8.65377558e-02]
[ -9.89477257e-02 4.28497668e-04 -1.52695277e-02 2.33640446e-02
7.02660829e-03 -2.03845403e-01 -8.78826738e-02 -1.98037175e-02
1.60403812e-02 1.28839378e-01]
[ -1.45299887e-01 -7.87778690e-02 -1.97669581e-01 -3.89725558e-03
-2.67084213e-01 -4.59226384e-03 -9.26803884e-04 -2.37224749e-02
3.01787394e-03 6.12305062e-02]
[ -3.01766880e-02 -8.24302241e-02 -7.46577205e-02 -1.27463437e-01
5.31629148e-01 2.76107254e-01 5.54941789e-01 1.13073408e-01
-1.81905283e-01 -3.76005664e-01]
[ -1.61984775e-02 -3.74727973e-01 -2.99064208e-02 -7.33524816e-02
6.61271100e-01 1.01052696e-01 5.11657707e-01 9.14629774e-02
2.90272024e-02 -3.82527495e-01]
[ 1.21578839e-02 -4.29533535e-01 -4.27266022e-02 -1.06265535e-01
6.74641802e-01 2.33625637e-02 4.79904333e-01 4.88295945e-02
-3.62594020e-01 -2.16892187e-01]
[ -1.66436248e-01 -5.74596755e-01 -7.93605243e-03 -1.99196944e-01
7.55948576e-01 -9.17859481e-02 6.03701914e-01 -8.24118229e-02
-6.45394885e-02 8.58417655e-02]
[ -2.88260441e-01 -3.80846499e-01 5.71940642e-02 -4.36748101e-02
9.09090500e-01 1.41152983e-01 4.00953588e-01 4.79619568e-02
-8.60577954e-02 -1.32342097e-01]
[ -2.00525779e-01 -2.84991309e-01 2.52442843e-01 -2.39689904e-01
6.52714246e-01 -4.53639824e-02 6.69445119e-01 1.33914415e-02
-2.54024735e-01 -2.55407902e-02]
[ -1.25997066e-01 -2.10065936e-01 -1.79102972e-01 -9.68153744e-02
4.75728588e-01 -2.31473108e-01 1.65733259e-01 1.69407388e-01
-5.91969072e-03 -1.14851182e-01]
[ 1.16901300e-01 2.52971094e-01 1.66593656e-01 -8.27497545e-02
-1.04135456e-01 4.73439890e-02 -1.60848234e-01 2.83866528e-01
8.12858578e-02 1.83644996e-01]
[ 3.50287665e-01 3.16522993e-01 -8.28470538e-02 3.15395026e-01
-8.89379223e-01 -2.88129569e-01 -4.75057103e-01 1.77672005e-01
3.82080825e-01 -3.32065264e-02]
[ 4.52045488e-02 1.35677476e-01 2.52165203e-01 2.48003284e-01
-5.18315869e-02 -1.95099215e-01 -1.74626192e-01 -1.33115234e-01
-1.41690470e-01 -2.90997722e-01]
[ 2.46588675e-02 -5.68501469e-02 -1.17811356e-01 -5.25050103e-02
2.38752319e-01 4.05315810e-02 -8.90734311e-03 -1.84352515e-01
3.54271234e-02 2.09916793e-01]
[ 4.60257491e-04 -5.56026197e-02 -6.70577968e-02 -5.16966288e-02
-1.63893880e-02 -1.76425261e-01 8.96775894e-02 1.00372868e-02
3.66956129e-02 5.21608801e-03]
[ 3.03062462e-02 7.20361128e-02 2.44759024e-01 7.60397140e-02
-2.33074451e-01 -1.35267968e-01 1.09584997e-01 3.97331908e-02
-1.84203061e-01 1.09826849e-01]
[ 7.56294051e-02 3.99671020e-02 1.09686336e-01 1.37452923e-02
-2.57047801e-01 6.73508368e-02 5.70518602e-02 -2.70285055e-01
-1.23967766e-02 -8.24380175e-02]
[ -9.49943764e-03 9.33274052e-02 8.52381374e-02 -2.71519682e-02
-4.64170556e-02 1.80253042e-01 9.63451467e-02 1.18660802e-01
-1.93355625e-02 1.76306607e-01]
[ 2.13642775e-01 4.89358161e-02 2.55725338e-02 7.16449620e-02
7.50757064e-02 -1.99413797e-02 -1.42663948e-01 1.47797422e-01
-6.17726299e-02 -2.92830873e-02]
[ 4.08808630e-02 -1.71647467e-02 1.63348497e-02 3.91525266e-02
-4.00135836e-01 -1.22352402e-01 -2.00124984e-01 4.11435690e-02
1.18267491e-01 1.92257232e-01]
[ 3.93809187e-02 5.12459464e-01 1.19799795e-01 4.06897947e-01
-1.07944909e+00 -3.03134019e-01 -6.05419736e-01 -7.29645244e-02
2.81816303e-01 3.25221136e-01]
[ 1.81314596e-01 5.10657129e-01 6.62189237e-02 4.25086930e-01
-8.80745676e-01 -8.48606343e-02 -4.53154683e-01 1.51268891e-01
2.10082168e-01 4.89696137e-01]
[ 2.55657938e-01 2.95981475e-01 2.45499401e-01 1.43403522e-01
-4.03738985e-01 8.14134666e-02 -2.05639899e-01 1.62516377e-01
2.36419358e-01 7.43719455e-02]
[ -7.32010066e-02 2.18811499e-01 2.41962906e-01 1.73704151e-02
-3.81026946e-02 1.30588374e-01 -9.84662378e-02 -1.50578206e-02
-3.24255044e-02 5.15087858e-02]
[ -9.43039187e-02 1.76088795e-03 2.67959007e-02 9.90616540e-02
-6.65493294e-02 1.14376885e-01 2.47368603e-01 2.06314569e-02
-2.70282330e-01 -8.76817163e-02]
[ -2.19561123e-01 -2.33584756e-02 -9.29565609e-02 -3.43517962e-01
1.80344070e-01 1.19540313e-01 1.02454075e-01 1.03547953e-01
-2.06923281e-01 3.27113943e-02]
[ 9.08040677e-03 -3.82235612e-01 -1.27920603e-01 -1.63950838e-01
3.79353697e-01 2.67823269e-02 1.81027695e-01 1.52394328e-01
-1.66926486e-01 -2.23458267e-01]
[ 1.40257119e-01 -1.88544959e-01 -1.42062046e-01 2.54776984e-03
7.63821381e-02 -5.87810183e-02 2.67848830e-02 -1.49705415e-01
1.34183160e-01 -1.17493947e-01]
[ -1.18083385e-01 1.04577582e-01 2.61283459e-01 -1.43617161e-02
1.67400155e-01 8.40087219e-02 1.70149775e-02 -2.98061335e-01
-1.15852654e-01 -5.96709009e-02]
[ -3.55169233e-01 4.61528989e-02 1.00936633e-02 -3.76619133e-02
1.78826276e-01 -1.69631744e-01 2.62864741e-04 2.34087565e-01
-9.66452303e-02 6.69233332e-02]
[ 1.48762156e-01 6.08182685e-02 -2.35275303e-01 -8.46026552e-02
1.11751932e-01 -2.95965898e-01 3.87724942e-02 -1.67782331e-01
1.30433465e-03 -1.87108659e-01]
[ 2.09722391e-01 -1.68625929e-01 6.25955802e-02 -2.57732005e-02
9.61247852e-02 -3.31217155e-02 2.03798798e-02 -1.37032112e-01
1.10603916e-01 -1.82685078e-01]
[ -1.09103901e-01 -6.69990155e-02 1.19372382e-01 1.02714483e-01
6.17787082e-02 -1.11250668e-01 2.60081269e-01 -7.80443939e-02
1.79430149e-01 -1.00216125e-02]
[ -1.25687257e-04 -1.77656895e-01 2.03136634e-01 -2.41880611e-01
6.68194570e-03 1.14165213e-01 5.95029540e-02 -1.15919852e-01
2.48547738e-02 2.23404213e-01]]
[[ 0.61824539]
[ 1.54580007]
[ 0.27711249]
[ 0.87201811]
[-2.64312711]
[-0.25928316]
[-1.56355459]
[ 0.06357017]
[ 0.68556006]
[ 0.89404209]]
Progress: 28.4% ... Training loss: 0.287 ... Validation loss: 0.455[[ 1.57902280e-01 1.96212675e-01 -1.08924138e-01 1.04707852e-01
-5.09246157e-01 -7.02215248e-02 -4.55183846e-02 1.22315924e-01
-6.75031377e-02 1.80282270e-01]
[ 1.20024226e-02 1.53678657e-01 -2.06338945e-02 4.01760618e-02
1.02493151e-01 -5.17267338e-03 3.11954667e-01 4.10626272e-02
1.38067001e-01 -3.15486352e-02]
[ 1.75400443e-01 5.71240762e-01 1.18567421e-02 -7.15674083e-03
3.32227771e-01 -2.91992600e-02 -6.45006724e-01 -3.90928549e-02
5.88501293e-02 2.79103009e-01]
[ -4.40840705e-03 -3.11631877e-01 -2.26693955e-01 6.89007733e-02
-1.70283367e-02 1.54972148e-01 1.41410724e-01 5.75600345e-02
4.39951992e-02 1.70850270e-01]
[ -8.20221943e-03 1.36349623e-01 -1.45134566e-01 4.70220590e-02
3.99752112e-02 -1.81973717e-01 4.88810744e-02 -1.18598164e-01
-1.82674008e-01 -8.88054094e-03]
[ -3.62706033e-01 -4.95257449e-01 -2.89115165e-01 1.70286533e-01
8.48564017e-02 3.90085422e-02 1.83451132e-01 -3.58457793e-02
-3.59403466e-03 1.43365226e-02]
[ -7.32666302e-03 -2.03252287e-01 8.44439772e-03 8.60670874e-02
3.37148077e-03 -6.99376001e-02 1.82836044e-01 -1.90648556e-01
1.86784125e-01 2.55095937e-02]
[ 1.11684311e-01 -2.39080666e-01 3.41821060e-02 -6.90859252e-02
9.83115816e-02 -4.74180512e-02 7.42691696e-02 1.20552920e-01
7.87602784e-02 -2.51604253e-02]
[ -1.75327215e-01 -1.17665046e-01 -3.05623665e-01 -2.64217095e-02
1.09826353e-02 7.07358691e-02 -1.70156392e-01 -2.89866404e-02
2.57200588e-01 -1.34574138e-01]
[ 6.74190081e-02 -3.34427643e-01 9.50640795e-02 4.71430950e-02
2.73411090e-02 -1.20786488e-01 1.24872479e-01 -1.01337560e-01
3.09377078e-02 1.25748172e-01]
[ -8.54462481e-02 -5.16651509e-03 -1.76948747e-03 -1.54704002e-01
3.83350369e-02 2.20162322e-02 1.51177587e-01 -1.02924871e-01
-2.12277696e-02 -1.32295310e-01]
[ -1.22092641e-01 -1.19736006e-01 -7.28183990e-02 -1.49373712e-02
3.99007813e-01 1.04111373e-01 8.17639789e-02 -1.67289120e-02
-1.77431755e-01 -2.21693146e-01]
[ -1.56712396e-01 4.69013582e-03 6.20353903e-02 2.21106843e-02
-1.73390487e-01 -2.19845363e-01 -1.78492813e-01 -1.96988789e-01
8.72933933e-02 1.74488189e-01]
[ -2.46940692e-01 -2.59998955e-01 1.09016680e-01 2.50096742e-01
-9.18198545e-02 -7.55898616e-02 -3.10342272e-03 -2.57121550e-01
-2.35166460e-01 -3.67199116e-02]
[ 1.16862722e-01 -1.12270725e-01 -1.67274236e-02 1.31046125e-01
-4.13477668e-02 -9.07333547e-02 1.67347086e-01 4.30460785e-03
3.82718845e-02 2.39508486e-02]
[ 3.75671388e-02 -7.38348662e-02 -2.11147724e-01 1.50132951e-01
-3.85115624e-02 8.50604958e-02 -6.11599801e-02 -1.98704912e-02
-9.11377809e-02 -4.61780580e-03]
[ -1.22885537e-01 -6.97268323e-02 -2.03531236e-01 1.53473881e-01
5.35021937e-03 1.35087183e-01 1.29285506e-02 -2.50299462e-01
6.74058656e-02 -2.02263240e-01]
[ -7.41857298e-02 -4.76516973e-02 2.73653592e-01 9.17186757e-02
1.39145524e-01 -5.91868735e-02 -1.15052702e-01 1.20167695e-01
6.66820555e-02 2.60683581e-02]
[ 5.47890691e-02 -3.07445997e-02 8.76448519e-02 8.76718412e-02
6.51739331e-02 -1.69540351e-02 2.38590526e-01 1.20595931e-01
-3.08373184e-02 -6.52190457e-02]
[ 1.09281484e-02 -1.41070775e-01 -2.89562431e-01 -4.59691096e-02
1.74653737e-01 -9.29816057e-02 1.56824196e-01 1.64176774e-01
1.11306494e-01 -2.52855040e-02]
[ 4.78301927e-02 -1.49589673e-02 -1.17697181e-01 4.09535725e-02
-7.82348241e-02 3.23182935e-01 2.65736884e-01 2.04850790e-01
-1.63692566e-01 -6.37020722e-02]
[ -9.46292129e-04 -2.55841482e-02 1.20632992e-01 9.98678068e-02
1.07612003e-02 1.07360884e-01 -1.22609590e-01 -4.18882649e-02
2.08239548e-01 7.11227003e-02]
[ 1.07889719e-01 7.38902903e-02 -4.71777449e-02 -1.02476093e-01
-9.21235729e-02 -3.29371964e-01 1.14652967e-01 8.46875801e-03
1.40381790e-01 8.69288830e-02]
[ -9.92191378e-02 -4.34266448e-04 -1.53913349e-02 2.29745669e-02
8.26018481e-03 -2.03730316e-01 -8.70571224e-02 -1.98326028e-02
1.57354615e-02 1.28424078e-01]
[ -1.45418519e-01 -7.90594737e-02 -1.97719802e-01 -4.06967244e-03
-2.66605387e-01 -4.54287999e-03 -6.10607336e-04 -2.37348068e-02
2.88554990e-03 6.10533717e-02]
[ -3.01521985e-02 -8.23907567e-02 -7.46466314e-02 -1.27427745e-01
5.31522630e-01 2.76097158e-01 5.54909444e-01 1.13076010e-01
-1.81877345e-01 -3.75969672e-01]
[ -1.59592049e-02 -3.74472935e-01 -2.98203894e-02 -7.30181584e-02
6.60243641e-01 1.00954554e-01 5.11450101e-01 9.14878730e-02
2.92817870e-02 -3.82239787e-01]
[ 1.14710499e-02 -4.31185313e-01 -4.30418674e-02 -1.07293449e-01
6.77447736e-01 2.36595840e-02 4.81691630e-01 4.87546313e-02
-3.63395232e-01 -2.17939526e-01]
[ -1.66447152e-01 -5.74693898e-01 -7.93485576e-03 -1.99196600e-01
7.55877402e-01 -9.17869595e-02 6.03751550e-01 -8.24117946e-02
-6.45408526e-02 8.58456203e-02]
[ -2.88414613e-01 -3.81176494e-01 5.71254341e-02 -4.38927138e-02
9.09641086e-01 1.41210796e-01 4.01320830e-01 4.79463861e-02
-8.62292786e-02 -1.32558545e-01]
[ -2.00780288e-01 -2.85463926e-01 2.52340456e-01 -2.40039295e-01
6.53816474e-01 -4.52611402e-02 6.69879409e-01 1.33681084e-02
-2.54296394e-01 -2.58929240e-02]
[ -1.26503869e-01 -2.11228725e-01 -1.79331916e-01 -9.75253658e-02
4.77881945e-01 -2.31258413e-01 1.67004120e-01 1.69355096e-01
-6.44780439e-03 -1.15564999e-01]
[ 1.17192556e-01 2.53709892e-01 1.66731974e-01 -8.23293479e-02
-1.05448768e-01 4.72199542e-02 -1.61630986e-01 2.83897525e-01
8.16230087e-02 1.84091738e-01]
[ 3.49433170e-01 3.14197822e-01 -8.32926077e-02 3.14069738e-01
-8.85627559e-01 -2.87720720e-01 -4.73029638e-01 1.77571427e-01
3.81122949e-01 -3.45268834e-02]
[ 4.48479581e-02 1.34859786e-01 2.52005019e-01 2.47514732e-01
-5.03394264e-02 -1.94948766e-01 -1.73768414e-01 -1.33151460e-01
-1.42084665e-01 -2.91521562e-01]
[ 2.49857069e-02 -5.61770329e-02 -1.17658126e-01 -5.20151429e-02
2.37342819e-01 4.03925704e-02 -9.64480231e-03 -1.84317309e-01
3.58100028e-02 2.10400063e-01]
[ 2.08970265e-04 -5.60534892e-02 -6.71715755e-02 -5.20773810e-02
-1.54448228e-02 -1.76310630e-01 9.02047828e-02 1.00089210e-02
3.64159404e-02 4.82354598e-03]
[ 3.04612063e-02 7.25405810e-02 2.44836536e-01 7.62783825e-02
-2.33970387e-01 -1.35339385e-01 1.09088831e-01 3.97537587e-02
-1.84024193e-01 1.09969850e-01]
[ 7.53301752e-02 3.92632034e-02 1.09539691e-01 1.32550626e-02
-2.55561387e-01 6.74815376e-02 5.79206114e-02 -2.70321909e-01
-1.27954433e-02 -8.29192410e-02]
[ -9.68719023e-03 9.28615445e-02 8.51563662e-02 -2.74294003e-02
-4.56121315e-02 1.80336272e-01 9.68653308e-02 1.18641037e-01
-1.95512541e-02 1.76019928e-01]
[ 2.13440722e-01 4.84601224e-02 2.54860133e-02 7.13594712e-02
7.58942055e-02 -1.98812509e-02 -1.42211993e-01 1.47778891e-01
-6.19767611e-02 -2.96061867e-02]
[ 4.07788846e-02 -1.73080551e-02 1.63305595e-02 3.90590738e-02
-3.99945431e-01 -1.22309498e-01 -1.99832915e-01 4.11360027e-02
1.18199317e-01 1.92110829e-01]
[ 3.87509359e-02 5.10565023e-01 1.19538737e-01 4.06143647e-01
-1.07759276e+00 -3.02858582e-01 -6.03705011e-01 -7.30191768e-02
2.81205906e-01 3.24471992e-01]
[ 1.80873571e-01 5.10282422e-01 6.60215418e-02 4.24662151e-01
-8.79634213e-01 -8.46843649e-02 -4.52046423e-01 1.51226146e-01
2.09493157e-01 4.88928248e-01]
[ 2.56527428e-01 2.98555582e-01 2.45940750e-01 1.44895966e-01
-4.08233430e-01 8.09634281e-02 -2.08056224e-01 1.62625570e-01
2.37585992e-01 7.58704053e-02]
[ -7.31939549e-02 2.18779545e-01 2.41957890e-01 1.73517596e-02
-3.80532291e-02 1.30591473e-01 -9.84799445e-02 -1.50590251e-02
-3.24366045e-02 5.14977197e-02]
[ -9.45126028e-02 1.38316277e-03 2.67039515e-02 9.87572695e-02
-6.56568490e-02 1.14466461e-01 2.47835746e-01 2.06096525e-02
-2.70507850e-01 -8.79511178e-02]
[ -2.19583045e-01 -2.34846233e-02 -9.29678153e-02 -3.43558300e-01
1.80448256e-01 1.19545787e-01 1.02539208e-01 1.03545708e-01
-2.06952278e-01 3.26743404e-02]
[ 8.98481786e-03 -3.82647625e-01 -1.27964126e-01 -1.64081845e-01
3.79668207e-01 2.68216327e-02 1.81318115e-01 1.52385514e-01
-1.67029469e-01 -2.23591289e-01]
[ 1.38299799e-01 -1.92541430e-01 -1.43007206e-01 -7.98704835e-05
8.34403795e-02 -5.79326469e-02 3.15840328e-02 -1.49915845e-01
1.32102008e-01 -1.20488632e-01]
[ -1.19045693e-01 1.02364906e-01 2.60816990e-01 -1.57730466e-02
1.71153232e-01 8.43973014e-02 1.93829602e-02 -2.98156451e-01
-1.16991435e-01 -6.11084051e-02]
[ -3.56230348e-01 4.35307590e-02 9.63411359e-03 -3.91883618e-02
1.83260107e-01 -1.69196677e-01 2.82854029e-03 2.33979808e-01
-9.78372283e-02 6.54089477e-02]
[ 1.48761296e-01 6.02086906e-02 -2.35209476e-01 -8.45194455e-02
1.11512055e-01 -2.95932990e-01 3.93389078e-02 -1.67773383e-01
1.34518996e-03 -1.87143717e-01]
[ 2.10017921e-01 -1.67663940e-01 6.27890601e-02 -2.50886737e-02
9.41118434e-02 -3.33461175e-02 1.95022355e-02 -1.36982605e-01
1.11104676e-01 -1.82017389e-01]
[ -1.09360710e-01 -6.74619044e-02 1.19252309e-01 1.02346092e-01
6.28403908e-02 -1.11129839e-01 2.60643759e-01 -7.80722196e-02
1.79124895e-01 -1.04307118e-02]
[ 4.66741472e-04 -1.76243939e-01 2.03413152e-01 -2.41022657e-01
3.73875083e-03 1.13922533e-01 5.79529307e-02 -1.15859197e-01
2.55181481e-02 2.24254826e-01]]
[[ 0.61015857]
[ 1.54033439]
[ 0.2685207 ]
[ 0.85917435]
[-2.65413904]
[-0.26858394]
[-1.57777665]
[ 0.05446608]
[ 0.67534237]
[ 0.88484601]]
Progress: 28.5% ... Training loss: 0.288 ... Validation loss: 0.455[[ 1.57676967e-01 1.94972721e-01 -1.09034628e-01 1.04177738e-01
-5.08367658e-01 -7.01264572e-02 -4.45263625e-02 1.22290237e-01
-6.77702822e-02 1.79632031e-01]
[ 1.27126388e-02 1.55137808e-01 -2.02772801e-02 4.13069468e-02
9.92662838e-02 -5.51064605e-03 3.10495288e-01 4.11336286e-02
1.38920745e-01 -3.04777448e-02]
[ 1.74162872e-01 5.67288589e-01 1.12845010e-02 -9.13854239e-03
3.37800928e-01 -2.86080947e-02 -6.42217804e-01 -3.92102531e-02
5.74381453e-02 2.76990974e-01]
[ -2.96506771e-03 -3.08095820e-01 -2.26019856e-01 7.11862695e-02
-2.29231620e-02 1.54375387e-01 1.37838102e-01 5.76893577e-02
4.56821513e-02 1.73248115e-01]
[ -8.53551819e-03 1.35607575e-01 -1.45211300e-01 4.66841232e-02
4.21506218e-02 -1.81982049e-01 5.00581422e-02 -1.18602949e-01
-1.82876396e-01 -9.15477007e-03]
[ -3.62631817e-01 -4.94769042e-01 -2.89064128e-01 1.70459239e-01
8.36595860e-02 3.89452208e-02 1.83456540e-01 -3.58360883e-02
-3.45311422e-03 1.44710699e-02]
[ -7.53313004e-03 -2.03955280e-01 8.38863817e-03 8.57747933e-02
4.14958649e-03 -6.98871110e-02 1.83595553e-01 -1.90662156e-01
1.86626519e-01 2.51569651e-02]
[ 1.11388032e-01 -2.40544177e-01 3.40167649e-02 -6.96621821e-02
9.92470627e-02 -4.72445146e-02 7.51098401e-02 1.20515238e-01
7.83476877e-02 -2.58955552e-02]
[ -1.74502902e-01 -1.16059295e-01 -3.05287964e-01 -2.52887093e-02
7.95381078e-03 7.03601904e-02 -1.71970437e-01 -2.89096344e-02
2.58098326e-01 -1.33416104e-01]
[ 6.73569508e-02 -3.35236208e-01 9.50026765e-02 4.69362858e-02
2.73198068e-02 -1.20769614e-01 1.25218107e-01 -1.01342170e-01
3.09039986e-02 1.25325879e-01]
[ -8.54341041e-02 -5.38535486e-03 -1.73365212e-03 -1.54666334e-01
3.76323467e-02 2.19879563e-02 1.51503465e-01 -1.02922495e-01
-2.12095216e-02 -1.32276837e-01]
[ -1.21646944e-01 -1.18780948e-01 -7.26271944e-02 -1.43310756e-02
3.97219752e-01 1.03907800e-01 8.08840159e-02 -1.66912623e-02
-1.76947833e-01 -2.21084502e-01]
[ -1.56712396e-01 4.69013582e-03 6.20353903e-02 2.21106843e-02
-1.73390487e-01 -2.19845363e-01 -1.78492813e-01 -1.96988789e-01
8.72933933e-02 1.74488189e-01]
[ -2.47077462e-01 -2.60212250e-01 1.08944774e-01 2.49834721e-01
-9.11519859e-02 -7.55194064e-02 -2.81258889e-03 -2.57136524e-01
-2.35327238e-01 -3.69650903e-02]
[ 1.16759601e-01 -1.12176070e-01 -1.67645639e-02 1.30958674e-01
-4.16497841e-02 -9.07088473e-02 1.67676368e-01 4.29671982e-03
3.81776775e-02 2.37986339e-02]
[ 3.77796981e-02 -7.33493237e-02 -2.10984375e-01 1.50521761e-01
-3.95772779e-02 8.48987569e-02 -6.15548245e-02 -1.98382359e-02
-9.07982373e-02 -4.26757274e-03]
[ -1.22770803e-01 -6.95624698e-02 -2.03465532e-01 1.53616608e-01
4.93334652e-03 1.35031568e-01 1.27572650e-02 -2.50288544e-01
6.75281178e-02 -2.02096814e-01]
[ -7.44452211e-02 -4.83854082e-02 2.73537696e-01 9.13614158e-02
1.40416176e-01 -5.90647849e-02 -1.14420051e-01 1.20143472e-01
6.64191340e-02 2.57725771e-02]
[ 5.46983235e-02 -3.14971663e-02 8.75011837e-02 8.73385301e-02
6.57041021e-02 -1.68475672e-02 2.39104039e-01 1.20565847e-01
-3.10161183e-02 -6.56943361e-02]
[ 1.11719491e-02 -1.40686110e-01 -2.89434468e-01 -4.55794075e-02
1.72987575e-01 -9.31011330e-02 1.56206873e-01 1.64204283e-01
1.11610890e-01 -2.49885517e-02]
[ 4.73759902e-02 -1.61125049e-02 -1.17918379e-01 4.02460694e-02
-7.62300505e-02 3.23392265e-01 2.66967759e-01 2.04807103e-01
-1.64248218e-01 -6.44286306e-02]
[ -9.19160866e-04 -2.56194955e-02 1.20673101e-01 9.99647703e-02
1.04138883e-02 1.07327695e-01 -1.22870451e-01 -4.18808946e-02
2.08284686e-01 7.12557592e-02]
[ 1.07867738e-01 7.37165262e-02 -4.71916174e-02 -1.02502696e-01
-9.20218287e-02 -3.29378854e-01 1.14892840e-01 8.46815797e-03
1.40363933e-01 8.68890891e-02]
[ -9.87204317e-02 6.93754637e-04 -1.51679173e-02 2.36664334e-02
6.03807756e-03 -2.03956431e-01 -8.82267550e-02 -1.97864388e-02
1.62853924e-02 1.29132189e-01]
[ -1.45053356e-01 -7.83268446e-02 -1.97571026e-01 -3.56843894e-03
-2.67672462e-01 -4.68762710e-03 -1.44214534e-03 -2.37021521e-02
3.26296276e-03 6.15382311e-02]
[ -2.99368943e-02 -8.20356870e-02 -7.45673136e-02 -1.27144819e-01
5.30724962e-01 2.75995952e-01 5.54825813e-01 1.13095212e-01
-1.81654964e-01 -3.75763567e-01]
[ -1.57708751e-02 -3.74049839e-01 -2.97362539e-02 -7.27463878e-02
6.59744360e-01 1.00870299e-01 5.10966607e-01 9.15043488e-02
2.94822008e-02 -3.81970361e-01]
[ 1.12771117e-02 -4.31735422e-01 -4.31274325e-02 -1.07573995e-01
6.78130941e-01 2.37452432e-02 4.82242727e-01 4.87371153e-02
-3.63610726e-01 -2.18225361e-01]
[ -1.66450279e-01 -5.74712918e-01 -7.93561922e-03 -1.99199332e-01
7.55860461e-01 -9.17856976e-02 6.03768555e-01 -8.24120528e-02
-6.45433455e-02 8.58436617e-02]
[ -2.88441994e-01 -3.81287933e-01 5.71245546e-02 -4.39102492e-02
9.09673562e-01 1.41213357e-01 4.01443146e-01 4.79450374e-02
-8.62435498e-02 -1.32567693e-01]
[ -2.00512299e-01 -2.85236121e-01 2.52479177e-01 -2.39578478e-01
6.52407910e-01 -4.53995153e-02 6.69635851e-01 1.33968849e-02
-2.53959692e-01 -2.54204832e-02]
[ -1.27042229e-01 -2.12498403e-01 -1.79571980e-01 -9.83035620e-02
4.79902694e-01 -2.31012857e-01 1.68390795e-01 1.69305071e-01
-7.06370629e-03 -1.16336720e-01]
[ 1.18500257e-01 2.56694244e-01 1.67334505e-01 -8.04058720e-02
-1.10950710e-01 4.66306403e-02 -1.64941645e-01 2.84013819e-01
8.30870902e-02 1.86028262e-01]
[ 3.48611184e-01 3.11943905e-01 -8.37570135e-02 3.12711331e-01
-8.82213228e-01 -2.87268498e-01 -4.70801481e-01 1.77480811e-01
3.80168626e-01 -3.60540761e-02]
[ 4.46148795e-02 1.34325228e-01 2.51905227e-01 2.47133459e-01
-4.94080065e-02 -1.94844073e-01 -1.73127349e-01 -1.33174226e-01
-1.42355369e-01 -2.91886358e-01]
[ 2.47401465e-02 -5.68432303e-02 -1.17762348e-01 -5.23729953e-02
2.38347276e-01 4.05018419e-02 -8.99035237e-03 -1.84338625e-01
3.55366499e-02 2.10042528e-01]
[ 2.37513419e-04 -5.60729437e-02 -6.71423973e-02 -5.20269612e-02
-1.56280077e-02 -1.76348637e-01 9.01558319e-02 1.00153036e-02
3.64625758e-02 4.85616095e-03]
[ 3.02803560e-02 7.20844855e-02 2.44751758e-01 7.60005235e-02
-2.33116538e-01 -1.35261228e-01 1.09545053e-01 3.97363849e-02
-1.84240939e-01 1.09694601e-01]
[ 7.50304027e-02 3.85033952e-02 1.09384953e-01 1.27779958e-02
-2.54137397e-01 6.76028320e-02 5.86031931e-02 -2.70350565e-01
-1.31212079e-02 -8.34103788e-02]
[ -9.12939031e-03 9.42806711e-02 8.54476428e-02 -2.65307815e-02
-4.83384638e-02 1.80066114e-01 9.52135669e-02 1.18700034e-01
-1.88851609e-02 1.76934109e-01]
[ 2.13482807e-01 4.87150868e-02 2.54926613e-02 7.13518471e-02
7.56441763e-02 -1.98975308e-02 -1.42404280e-01 1.47779125e-01
-6.19691841e-02 -2.96097733e-02]
[ 4.05280827e-02 -1.79455182e-02 1.62249602e-02 3.87032276e-02
-3.98845397e-01 -1.22198473e-01 -1.99218020e-01 4.11151602e-02
1.17926263e-01 1.91749828e-01]
[ 3.85285227e-02 5.10016406e-01 1.19442033e-01 4.05842400e-01
-1.07696705e+00 -3.02773907e-01 -6.03226361e-01 -7.30376167e-02
2.80977184e-01 3.24190297e-01]
[ 1.81233007e-01 5.11170972e-01 6.62221745e-02 4.25215651e-01
-8.81159025e-01 -8.48737388e-02 -4.52893093e-01 1.51265460e-01
2.09970933e-01 4.89430312e-01]
[ 2.56824890e-01 2.99256008e-01 2.46057645e-01 1.45308453e-01
-4.09387887e-01 8.08325495e-02 -2.08747961e-01 1.62651817e-01
2.37890135e-01 7.63036520e-02]
[ -7.29598167e-02 2.19499264e-01 2.42056026e-01 1.76654394e-02
-3.89721533e-02 1.30501577e-01 -9.91308898e-02 -1.50396883e-02
-3.22052866e-02 5.18071700e-02]
[ -9.43569643e-02 1.73719990e-03 2.67769380e-02 9.89875408e-02
-6.63500767e-02 1.14394076e-01 2.47411699e-01 2.06241844e-02
-2.70324585e-01 -8.77160797e-02]
[ -2.19674707e-01 -2.37129764e-02 -9.30175162e-02 -3.43709434e-01
1.80981864e-01 1.19587188e-01 1.02759498e-01 1.03537519e-01
-2.07065860e-01 3.25155288e-02]
[ 8.83510683e-03 -3.82992407e-01 -1.28031734e-01 -1.64295338e-01
3.80207679e-01 2.68890098e-02 1.81683998e-01 1.52372488e-01
-1.67196987e-01 -2.23807890e-01]
[ 1.37119168e-01 -1.96029070e-01 -1.43634708e-01 -1.96144370e-03
8.82076994e-02 -5.73518262e-02 3.47778614e-02 -1.50040236e-01
1.30703249e-01 -1.22549042e-01]
[ -1.18506132e-01 1.03357779e-01 2.61081076e-01 -1.49359839e-02
1.68735241e-01 8.41487143e-02 1.85474971e-02 -2.98100573e-01
-1.16358659e-01 -6.03447237e-02]
[ -3.56360274e-01 4.29992923e-02 9.60186207e-03 -3.93038085e-02
1.83751118e-01 -1.69185858e-01 3.19557011e-03 2.33968396e-01
-9.79201191e-02 6.52791875e-02]
[ 1.48533883e-01 5.95768767e-02 -2.35293714e-01 -8.48237862e-02
1.12121146e-01 -2.95866837e-01 3.97649601e-02 -1.67789227e-01
1.09363166e-03 -1.87463617e-01]
[ 2.11626282e-01 -1.64013139e-01 6.35226208e-02 -2.28387782e-02
8.81535463e-02 -3.40780539e-02 1.55647666e-02 -1.36832291e-01
1.12882709e-01 -1.79789678e-01]
[ -1.09445758e-01 -6.77687757e-02 1.19219124e-01 1.02183769e-01
6.31921951e-02 -1.11080692e-01 2.61005086e-01 -7.80819571e-02
1.79021780e-01 -1.05471435e-02]
[ 3.37621113e-04 -1.76002168e-01 2.03358318e-01 -2.41208776e-01
3.38376064e-03 1.13981142e-01 5.81691668e-02 -1.15868590e-01
2.54121235e-02 2.24094759e-01]]
[[ 0.61026297]
[ 1.54005111]
[ 0.26980058]
[ 0.85981091]
[-2.65216384]
[-0.26542789]
[-1.57470848]
[ 0.05605779]
[ 0.67667445]
[ 0.88607598]]
Progress: 28.6% ... Training loss: 0.288 ... Validation loss: 0.457[[ 1.58096558e-01 1.94501798e-01 -1.08723924e-01 1.04940074e-01
-5.11853792e-01 -7.02942439e-02 -4.54909658e-02 1.22336941e-01
-6.71433231e-02 1.80277350e-01]
[ 1.25789018e-02 1.54791706e-01 -2.03161933e-02 4.11436379e-02
9.97589530e-02 -5.45523047e-03 3.10879739e-01 4.11225361e-02
1.38764384e-01 -3.06538728e-02]
[ 1.75311603e-01 5.70219138e-01 1.19180855e-02 -7.49303027e-03
3.32760638e-01 -2.89879314e-02 -6.45500642e-01 -3.90865539e-02
5.89769156e-02 2.78696892e-01]
[ -5.36090735e-03 -3.12828811e-01 -2.27176235e-01 6.78351666e-02
-1.18857310e-02 1.55226597e-01 1.43910729e-01 5.74599573e-02
4.31390035e-02 1.69875235e-01]
[ -4.59506849e-03 1.42829015e-01 -1.43418106e-01 5.23958094e-02
2.52225476e-02 -1.83631700e-01 3.97619081e-02 -1.18219001e-01
-1.78459984e-01 -3.26814480e-03]
[ -3.61594362e-01 -4.93471258e-01 -2.88571054e-01 1.72097784e-01
7.86727059e-02 3.84618530e-02 1.81554846e-01 -3.57356483e-02
-2.27531233e-03 1.59981456e-02]
[ -8.74702718e-03 -2.07581716e-01 7.88312299e-03 8.41274827e-02
8.89768120e-03 -6.93467479e-02 1.87060939e-01 -1.90779094e-01
1.85462024e-01 2.33861029e-02]
[ 1.13077454e-01 -2.37131670e-01 3.48463910e-02 -6.70950629e-02
9.14189891e-02 -4.79696142e-02 7.10261095e-02 1.20688139e-01
8.04477492e-02 -2.34593025e-02]
[ -1.75323696e-01 -1.17968494e-01 -3.05633129e-01 -2.64441541e-02
1.12159814e-02 7.07154306e-02 -1.69916837e-01 -2.89824531e-02
2.57243490e-01 -1.34556846e-01]
[ 6.80981348e-02 -3.35038565e-01 9.54578155e-02 4.82510798e-02
2.26044291e-02 -1.21026092e-01 1.24036333e-01 -1.01265834e-01
3.19917886e-02 1.26430682e-01]
[ -8.60472917e-02 -7.39624829e-03 -1.97012651e-03 -1.55470317e-01
3.99812534e-02 2.22134313e-02 1.53408111e-01 -1.02973961e-01
-2.17006262e-02 -1.33178444e-01]
[ -1.21082756e-01 -1.17793042e-01 -7.23738389e-02 -1.34389776e-02
3.94781535e-01 1.03625939e-01 7.96947041e-02 -1.66325481e-02
-1.76285986e-01 -2.20235973e-01]
[ -1.56712396e-01 4.69013582e-03 6.20353903e-02 2.21106843e-02
-1.73390487e-01 -2.19845363e-01 -1.78492813e-01 -1.96988789e-01
8.72933933e-02 1.74488189e-01]
[ -2.46242111e-01 -2.58694728e-01 1.09343596e-01 2.51095500e-01
-9.48098131e-02 -7.58780402e-02 -4.67033528e-03 -2.57060112e-01
-2.34430061e-01 -3.57169540e-02]
[ 1.17005500e-01 -1.12233099e-01 -1.66362282e-02 1.31384402e-01
-4.31662575e-02 -9.08465375e-02 1.67443236e-01 4.32412978e-03
3.85119991e-02 2.41641760e-02]
[ 3.76511841e-02 -7.34156748e-02 -2.11029543e-01 1.50406156e-01
-3.91328116e-02 8.49286487e-02 -6.12519553e-02 -1.98458833e-02
-9.09287732e-02 -4.43914293e-03]
[ -1.22449117e-01 -6.88313355e-02 -2.03310894e-01 1.54127226e-01
3.85880301e-03 1.34860727e-01 1.20895145e-02 -2.50257350e-01
6.79344597e-02 -2.01593733e-01]
[ -7.51796609e-02 -5.04146481e-02 2.73224599e-01 9.03052710e-02
1.43809506e-01 -5.87426235e-02 -1.12459048e-01 1.20073160e-01
6.56455459e-02 2.46728299e-02]
[ 5.44457086e-02 -3.27768383e-02 8.74053098e-02 8.70553053e-02
6.56054733e-02 -1.66939906e-02 2.39894381e-01 1.20541214e-01
-3.11570267e-02 -6.60107540e-02]
[ 1.24323964e-02 -1.37449289e-01 -2.88837087e-01 -4.36659129e-02
1.67399162e-01 -9.36632594e-02 1.53259725e-01 1.64329401e-01
1.13059157e-01 -2.31644824e-02]
[ 4.81966845e-02 -1.47544099e-02 -1.17536269e-01 4.14209456e-02
-7.99491522e-02 3.23065722e-01 2.65166532e-01 2.04888494e-01
-1.63286963e-01 -6.33878150e-02]
[ -2.08317628e-03 -2.87201650e-02 1.20154127e-01 9.82599877e-02
1.54320927e-02 1.07837520e-01 -1.20142380e-01 -4.19915974e-02
2.07080076e-01 6.96188347e-02]
[ 1.07274915e-01 7.23493534e-02 -4.74399678e-02 -1.03340788e-01
-8.96809244e-02 -3.29118925e-01 1.16418654e-01 8.41534293e-03
1.39701584e-01 8.60740499e-02]
[ -9.86399169e-02 9.24972428e-04 -1.51357211e-02 2.37816969e-02
5.69147280e-03 -2.03988846e-01 -8.84942915e-02 -1.97782692e-02
1.64085550e-02 1.29241968e-01]
[ -1.45053356e-01 -7.83268446e-02 -1.97571026e-01 -3.56843894e-03
-2.67672462e-01 -4.68762710e-03 -1.44214534e-03 -2.37021521e-02
3.26296276e-03 6.15382311e-02]
[ -3.02599708e-02 -8.28051279e-02 -7.47070006e-02 -1.27607164e-01
5.32166801e-01 2.76137175e-01 5.55584177e-01 1.13064965e-01
-1.82021671e-01 -3.76241448e-01]
[ -1.57327599e-02 -3.74397765e-01 -2.96961968e-02 -7.26568293e-02
6.59394213e-01 1.00837134e-01 5.11230228e-01 9.15105022e-02
2.95590038e-02 -3.81947394e-01]
[ 1.14874352e-02 -4.31283056e-01 -4.30338725e-02 -1.07259116e-01
6.77481698e-01 2.36501370e-02 4.81749348e-01 4.87571912e-02
-3.63374751e-01 -2.17912534e-01]
[ -1.66604761e-01 -5.75065812e-01 -8.00408098e-03 -1.99416688e-01
7.56426397e-01 -9.17171615e-02 6.04144279e-01 -8.24265105e-02
-6.47174574e-02 8.56327745e-02]
[ -2.88693083e-01 -3.82023030e-01 5.70153811e-02 -4.42562966e-02
9.10559706e-01 1.41325141e-01 4.02147706e-01 4.79238690e-02
-8.65132652e-02 -1.32922594e-01]
[ -2.00503377e-01 -2.85499488e-01 2.52501614e-01 -2.39499798e-01
6.52375009e-01 -4.54258120e-02 6.69907453e-01 1.34043332e-02
-2.53904369e-01 -2.52810643e-02]
[ -1.26754592e-01 -2.11986996e-01 -1.79441867e-01 -9.78784338e-02
4.78686623e-01 -2.31138213e-01 1.67794268e-01 1.69332388e-01
-6.73013798e-03 -1.15932468e-01]
[ 1.19312978e-01 2.58955119e-01 1.67730566e-01 -7.91392144e-02
-1.14457101e-01 4.62306884e-02 -1.67165357e-01 2.84093798e-01
8.40898116e-02 1.87219648e-01]
[ 3.46953692e-01 3.07359626e-01 -8.45531854e-02 3.10248684e-01
-8.75738301e-01 -2.86496470e-01 -4.66279525e-01 1.77312915e-01
3.78418242e-01 -3.85706107e-02]
[ 4.43947402e-02 1.33617459e-01 2.51813086e-01 2.46819285e-01
-4.85625467e-02 -1.94742670e-01 -1.72570464e-01 -1.33194521e-01
-1.42622314e-01 -2.92216426e-01]
[ 2.50542941e-02 -5.61819428e-02 -1.17626712e-01 -5.19442445e-02
2.36977763e-01 4.03667644e-02 -9.74214557e-03 -1.84312985e-01
3.59129661e-02 2.10426174e-01]
[ 4.67888517e-04 -5.54021744e-02 -6.70369366e-02 -5.16966519e-02
-1.65841896e-02 -1.76446845e-01 8.95741295e-02 1.00377251e-02
3.67116812e-02 5.20197754e-03]
[ 2.98127695e-02 7.08985902e-02 2.44557780e-01 7.53370465e-02
-2.31155686e-01 -1.35064162e-01 1.10765327e-01 3.96942389e-02
-1.84763924e-01 1.09055221e-01]
[ 7.50218902e-02 3.82021290e-02 1.09377483e-01 1.27409384e-02
-2.53833352e-01 6.75997552e-02 5.86869198e-02 -2.70354158e-01
-1.31483647e-02 -8.34407054e-02]
[ -8.96795627e-03 9.46092691e-02 8.55662023e-02 -2.62163017e-02
-4.93106191e-02 1.79969765e-01 9.47191881e-02 1.18721046e-01
-1.86273990e-02 1.77144252e-01]
[ 2.13813817e-01 4.94176918e-02 2.56411033e-02 7.18052186e-02
7.42977436e-02 -2.00389287e-02 -1.43237688e-01 1.47808885e-01
-6.16303750e-02 -2.91139617e-02]
[ 4.04185907e-02 -1.81311868e-02 1.61775148e-02 3.85489175e-02
-3.98438391e-01 -1.22149865e-01 -1.98947348e-01 4.11049745e-02
1.17815977e-01 1.91598741e-01]
[ 3.95345729e-02 5.11846337e-01 1.19908619e-01 4.07261129e-01
-1.08106284e+00 -3.03145018e-01 -6.05198819e-01 -7.29406175e-02
2.82108263e-01 3.25599961e-01]
[ 1.81352746e-01 5.11566709e-01 6.62668740e-02 4.25434484e-01
-8.81971516e-01 -8.49071606e-02 -4.53117469e-01 1.51273493e-01
2.10076298e-01 4.89506678e-01]
[ 2.56903349e-01 2.99562706e-01 2.46154749e-01 1.45572023e-01
-4.10552091e-01 8.07791264e-02 -2.09387666e-01 1.62670264e-01
2.38107998e-01 7.65925492e-02]
[ -7.31575359e-02 2.19143335e-01 2.41980086e-01 1.73935051e-02
-3.81328439e-02 1.30587191e-01 -9.86572900e-02 -1.50578488e-02
-3.23765811e-02 5.15585181e-02]
[ -9.44815500e-02 1.47150409e-03 2.67211340e-02 9.88061579e-02
-6.57528671e-02 1.14450619e-01 2.47692888e-01 2.06128088e-02
-2.70466384e-01 -8.79028062e-02]
[ -2.19605117e-01 -2.35752966e-02 -9.29844579e-02 -3.43605172e-01
1.80644104e-01 1.19555567e-01 1.02536135e-01 1.03544502e-01
-2.06986714e-01 3.26553104e-02]
[ 9.37294330e-03 -3.82020475e-01 -1.27805216e-01 -1.63488906e-01
3.77889552e-01 2.66369021e-02 1.80470189e-01 1.52425325e-01
-1.66596906e-01 -2.23030698e-01]
[ 1.36545864e-01 -1.98229037e-01 -1.43916814e-01 -2.71428611e-03
9.03003656e-02 -5.70920479e-02 3.67940707e-02 -1.50096156e-01
1.30221298e-01 -1.23490619e-01]
[ -1.18383107e-01 1.03752425e-01 2.61178730e-01 -1.46699928e-02
1.68012275e-01 8.40716158e-02 1.82178453e-02 -2.98083267e-01
-1.16197325e-01 -6.01543623e-02]
[ -3.55865308e-01 4.33167402e-02 9.87336375e-03 -3.85294879e-02
1.81716389e-01 -1.69387067e-01 2.68935713e-03 2.34024692e-01
-9.72895629e-02 6.60553170e-02]
[ 1.48685640e-01 5.94952788e-02 -2.35173940e-01 -8.45313694e-02
1.11072746e-01 -2.95927190e-01 3.93552794e-02 -1.67768331e-01
1.34661918e-03 -1.87192620e-01]
[ 2.12910540e-01 -1.60939311e-01 6.41543528e-02 -2.08621862e-02
8.24567600e-02 -3.46735559e-02 1.24052682e-02 -1.36703174e-01
1.14328956e-01 -1.77781157e-01]
[ -1.10404179e-01 -6.98738156e-02 1.18784239e-01 1.00891552e-01
6.68922254e-02 -1.10661415e-01 2.63478214e-01 -7.81701755e-02
1.78037023e-01 -1.19745321e-02]
[ 5.07524309e-04 -1.76226829e-01 2.03426668e-01 -2.41070128e-01
2.28925653e-03 1.13923386e-01 5.76184336e-02 -1.15864483e-01
2.56462395e-02 2.24269440e-01]]
[[ 0.61333913]
[ 1.54474549]
[ 0.27197111]
[ 0.86263155]
[-2.64653238]
[-0.26357304]
[-1.57239938]
[ 0.05908485]
[ 0.67652326]
[ 0.88971961]]
Progress: 28.6% ... Training loss: 0.287 ... Validation loss: 0.454[[ 1.59801295e-01 1.97756557e-01 -1.07988206e-01 1.07247768e-01
-5.18656233e-01 -7.10176980e-02 -4.91368034e-02 1.22504202e-01
-6.51174062e-02 1.82583578e-01]
[ 1.25789018e-02 1.54791706e-01 -2.03161933e-02 4.11436379e-02
9.97589530e-02 -5.45523047e-03 3.10879739e-01 4.11225361e-02
1.38764384e-01 -3.06538728e-02]
[ 1.72978429e-01 5.67770302e-01 1.07487868e-02 -1.11669599e-02
3.41599878e-01 -2.78268749e-02 -6.41527059e-01 -3.93466516e-02
5.61116564e-02 2.74805334e-01]
[ -4.32101589e-03 -3.11940941e-01 -2.26584205e-01 6.94153842e-02
-1.36871615e-02 1.54709073e-01 1.41679047e-01 5.75912310e-02
4.43931617e-02 1.71768979e-01]
[ -4.58556363e-03 1.43973729e-01 -1.43457866e-01 5.22769523e-02
2.49953590e-02 -1.83612840e-01 3.98904231e-02 -1.18235530e-01
-1.78490003e-01 -3.32952142e-03]
[ -3.60253200e-01 -4.92277488e-01 -2.87971248e-01 1.73987104e-01
7.32614766e-02 3.78428289e-02 1.79733337e-01 -3.55992752e-02
-6.75723828e-04 1.80018334e-02]
[ -7.77799507e-03 -2.05789704e-01 8.23622159e-03 8.52938749e-02
5.44972201e-03 -6.97253062e-02 1.85097191e-01 -1.90700809e-01
1.86451633e-01 2.43809932e-02]
[ 1.14051386e-01 -2.34478255e-01 3.53187377e-02 -6.55537240e-02
8.63102516e-02 -4.84171360e-02 6.83784952e-02 1.20790148e-01
8.16028687e-02 -2.18488052e-02]
[ -1.75570377e-01 -1.19250557e-01 -3.05697430e-01 -2.67257589e-02
1.19393826e-02 7.08118581e-02 -1.69386367e-01 -2.89988700e-02
2.57084219e-01 -1.34929293e-01]
[ 7.21333942e-02 -3.27402230e-01 9.72336618e-02 5.39043811e-02
5.15910014e-03 -1.22745507e-01 1.15238368e-01 -1.00881843e-01
3.65051320e-02 1.31976585e-01]
[ -8.65877842e-02 -9.45584963e-03 -2.19517919e-03 -1.56195043e-01
4.24699348e-02 2.23810134e-02 1.55102934e-01 -1.03018667e-01
-2.21833254e-02 -1.33809288e-01]
[ -1.21540077e-01 -1.19012641e-01 -7.25636827e-02 -1.40521061e-02
3.96493658e-01 1.03829096e-01 8.08954469e-02 -1.66715827e-02
-1.76731583e-01 -2.20914405e-01]
[ -1.56712396e-01 4.69013582e-03 6.20353903e-02 2.21106843e-02
-1.73390487e-01 -2.19845363e-01 -1.78492813e-01 -1.96988789e-01
8.72933933e-02 1.74488189e-01]
[ -2.45467576e-01 -2.57999459e-01 1.09704797e-01 2.52256982e-01
-9.75440822e-02 -7.62778485e-02 -5.92605532e-03 -2.56974938e-01
-2.33440217e-01 -3.45105908e-02]
[ 1.17714567e-01 -1.11312192e-01 -1.63222852e-02 1.32355196e-01
-4.58676141e-02 -9.11480545e-02 1.66262384e-01 4.39195300e-03
3.93109196e-02 2.51646102e-02]
[ 3.80693478e-02 -7.25640911e-02 -2.10852421e-01 1.50961008e-01
-4.07393613e-02 8.47590262e-02 -6.22075222e-02 -1.98068272e-02
-9.04900490e-02 -3.84667561e-03]
[ -1.21923683e-01 -6.77744883e-02 -2.03076775e-01 1.54878639e-01
1.63886239e-03 1.34628455e-01 1.09089912e-02 -2.50211178e-01
6.85225270e-02 -2.00914162e-01]
[ -7.49353994e-02 -4.98608909e-02 2.73294680e-01 9.06710557e-02
1.42704782e-01 -5.88648926e-02 -1.13048242e-01 1.20097193e-01
6.59064985e-02 2.50336759e-02]
[ 5.52882998e-02 -3.07444722e-02 8.77725724e-02 8.81656763e-02
6.24840092e-02 -1.70150278e-02 2.38014533e-01 1.20620296e-01
-3.02170393e-02 -6.49653719e-02]
[ 1.24432897e-02 -1.37414203e-01 -2.88835961e-01 -4.36585444e-02
1.66925902e-01 -9.36771851e-02 1.53135231e-01 1.64327451e-01
1.13047329e-01 -2.31927673e-02]
[ 4.85306950e-02 -1.40144623e-02 -1.17377194e-01 4.19198366e-02
-8.17343714e-02 3.22921028e-01 2.64402474e-01 2.04923122e-01
-1.62882909e-01 -6.28100532e-02]
[ -2.21506522e-03 -2.90485268e-02 1.20099507e-01 9.80766650e-02
1.60648200e-02 1.07894844e-01 -1.19803021e-01 -4.20038222e-02
2.06924092e-01 6.94314870e-02]
[ 1.06798367e-01 7.12176030e-02 -4.76160612e-02 -1.03992930e-01
-8.78801834e-02 -3.28906487e-01 1.17404731e-01 8.37267408e-03
1.39235567e-01 8.53832560e-02]
[ -9.89811568e-02 4.12148075e-05 -1.52852231e-02 2.33056041e-02
6.83979114e-03 -2.03846058e-01 -8.77405473e-02 -1.98104729e-02
1.60781874e-02 1.28742150e-01]
[ -1.44925190e-01 -7.85116055e-02 -1.97513791e-01 -3.36239086e-03
-2.68751990e-01 -4.74370831e-03 -1.49346773e-03 -2.36888223e-02
3.39165536e-03 6.17182781e-02]
[ -3.03226825e-02 -8.30963263e-02 -7.47366580e-02 -1.27694655e-01
5.32417971e-01 2.76164914e-01 5.55817764e-01 1.13059105e-01
-1.82090922e-01 -3.76340798e-01]
[ -1.56348568e-02 -3.74221956e-01 -2.96523497e-02 -7.25192918e-02
6.59076513e-01 1.00799009e-01 5.10981808e-01 9.15201049e-02
2.96481391e-02 -3.81803962e-01]
[ 1.15728044e-02 -4.31626592e-01 -4.29952814e-02 -1.07127853e-01
6.76910434e-01 2.36087447e-02 4.81866652e-01 4.87665485e-02
-3.63277922e-01 -2.17782002e-01]
[ -1.66762972e-01 -5.75646454e-01 -8.08393852e-03 -1.99668282e-01
7.57112885e-01 -9.16506633e-02 6.04686699e-01 -8.24434928e-02
-6.49104126e-02 8.53903604e-02]
[ -2.88068779e-01 -3.81254449e-01 5.73395419e-02 -4.32238821e-02
9.07665966e-01 1.41009690e-01 4.01226726e-01 4.79929346e-02
-8.57139951e-02 -1.31934067e-01]
[ -2.00548977e-01 -2.85686089e-01 2.52478118e-01 -2.39561944e-01
6.52694599e-01 -4.54110441e-02 6.70076963e-01 1.33996865e-02
-2.53951645e-01 -2.53480794e-02]
[ -1.26550672e-01 -2.11557859e-01 -1.79351503e-01 -9.75874057e-02
4.77922441e-01 -2.31225025e-01 1.67307325e-01 1.69351912e-01
-6.50376846e-03 -1.15639107e-01]
[ 1.20829440e-01 2.63058253e-01 1.68445687e-01 -7.68757681e-02
-1.21284142e-01 4.55808413e-02 -1.71301474e-01 2.84242680e-01
8.58099116e-02 1.89417113e-01]
[ 3.47185180e-01 3.06880766e-01 -8.44274527e-02 3.10439712e-01
-8.75135861e-01 -2.86614190e-01 -4.66812919e-01 1.77343582e-01
3.78780558e-01 -3.80935758e-02]
[ 4.45944295e-02 1.33889780e-01 2.51915465e-01 2.47108197e-01
-4.93042548e-02 -1.94837674e-01 -1.72879813e-01 -1.33172755e-01
-1.42359043e-01 -2.91949036e-01]
[ 2.52946604e-02 -5.58371925e-02 -1.17530798e-01 -5.16204207e-02
2.36196371e-01 4.02676589e-02 -1.01995399e-02 -1.84290355e-01
3.61531030e-02 2.10731565e-01]
[ 4.36580346e-04 -5.54565488e-02 -6.70497801e-02 -5.17405256e-02
-1.64512124e-02 -1.76433473e-01 8.96308556e-02 1.00348564e-02
3.66771573e-02 5.15844084e-03]
[ 2.99443164e-02 7.11372994e-02 2.44603050e-01 7.54554463e-02
-2.31461209e-01 -1.35100830e-01 1.10484230e-01 3.97034553e-02
-1.84661596e-01 1.09202501e-01]
[ 7.56748813e-02 3.98166768e-02 1.09618567e-01 1.36808096e-02
-2.56714882e-01 6.73261997e-02 5.70488670e-02 -2.70295300e-01
-1.24260636e-02 -8.25253804e-02]
[ -8.59992781e-03 9.55431560e-02 8.57317421e-02 -2.56982047e-02
-5.08047407e-02 1.79809765e-01 9.38095540e-02 1.18750557e-01
-1.82048113e-02 1.77577289e-01]
[ 2.13120742e-01 4.76669876e-02 2.52974229e-02 7.06960469e-02
7.71595781e-02 -1.97378209e-02 -1.41539020e-01 1.47734293e-01
-6.24961440e-02 -3.02592953e-02]
[ 4.04608997e-02 -1.80259623e-02 1.61964641e-02 3.86089587e-02
-3.98622434e-01 -1.22168229e-01 -1.99054577e-01 4.11089911e-02
1.17861274e-01 1.91657035e-01]
[ 3.94073312e-02 5.11312283e-01 1.19838234e-01 4.07029744e-01
-1.08079832e+00 -3.03053684e-01 -6.04640507e-01 -7.29542474e-02
2.81963811e-01 3.25210076e-01]
[ 1.80769659e-01 5.10224362e-01 6.60110673e-02 4.24622787e-01
-8.80672453e-01 -8.46450503e-02 -4.51523090e-01 1.51217696e-01
2.09443551e-01 4.88780657e-01]
[ 2.57308391e-01 3.00602038e-01 2.46341738e-01 1.46234727e-01
-4.12572419e-01 8.05835872e-02 -2.10464897e-01 1.62715734e-01
2.38623581e-01 7.72529885e-02]
[ -7.34153572e-02 2.18717839e-01 2.41867255e-01 1.70274849e-02
-3.70082121e-02 1.30688077e-01 -9.79964040e-02 -1.50830111e-02
-3.26554393e-02 5.11934311e-02]
[ -9.43220715e-02 1.90716342e-03 2.68005805e-02 9.90573705e-02
-6.65174485e-02 1.14373582e-01 2.47229541e-01 2.06296415e-02
-2.70268509e-01 -8.76445258e-02]
[ -2.19600313e-01 -2.35885609e-02 -9.29826577e-02 -3.43599673e-01
1.80652295e-01 1.19553351e-01 1.02557414e-01 1.03544976e-01
-2.06980337e-01 3.26559664e-02]
[ 9.40574243e-03 -3.82123358e-01 -1.27790898e-01 -1.63425359e-01
3.77641266e-01 2.66172467e-02 1.80483905e-01 1.52429242e-01
-1.66555805e-01 -2.22991869e-01]
[ 1.37593928e-01 -1.96194757e-01 -1.43432069e-01 -1.13696696e-03
8.55651350e-02 -5.75405346e-02 3.44028713e-02 -1.49992599e-01
1.31438809e-01 -1.21962066e-01]
[ -1.18212454e-01 1.03787521e-01 2.61280320e-01 -1.42803713e-02
1.67067931e-01 8.39612160e-02 1.80074433e-02 -2.98059511e-01
-1.15966176e-01 -5.99115782e-02]
[ -3.54923465e-01 4.48824577e-02 1.03056087e-02 -3.72964842e-02
1.78648606e-01 -1.69783789e-01 6.24408842e-04 2.34120153e-01
-9.61069370e-02 6.72776077e-02]
[ 1.48842270e-01 5.98240223e-02 -2.35061327e-01 -8.42058384e-02
1.09864656e-01 -2.96002064e-01 3.89014638e-02 -1.67745187e-01
1.61409246e-03 -1.86881364e-01]
[ 2.12972400e-01 -1.61280517e-01 6.41634923e-02 -2.08383853e-02
8.18106455e-02 -3.47089721e-02 1.24829512e-02 -1.36702626e-01
1.14300498e-01 -1.77773175e-01]
[ -1.09702225e-01 -6.86422100e-02 1.19101190e-01 1.01790793e-01
6.48395091e-02 -1.10984533e-01 2.62076527e-01 -7.80987127e-02
1.78813471e-01 -1.09618114e-02]
[ 4.63967160e-04 -1.76723932e-01 2.03330335e-01 -2.41203198e-01
1.69901009e-03 1.13963727e-01 5.81604038e-02 -1.15882162e-01
2.55845371e-02 2.24180480e-01]]
[[ 0.62304465]
[ 1.54944552]
[ 0.28243174]
[ 0.87515145]
[-2.63704214]
[-0.25336826]
[-1.55643303]
[ 0.06978312]
[ 0.68733606]
[ 0.90017771]]
Progress: 28.6% ... Training loss: 0.291 ... Validation loss: 0.459[[ 1.59557828e-01 1.97866752e-01 -1.08021690e-01 1.06991982e-01
-5.17265296e-01 -7.08600521e-02 -4.83222108e-02 1.22493713e-01
-6.53664660e-02 1.82344889e-01]
[ 1.28209160e-02 1.55333216e-01 -2.02210780e-02 4.14819810e-02
9.91262076e-02 -5.54269822e-03 3.10290681e-01 4.11486705e-02
1.39014300e-01 -3.03320462e-02]
[ 1.73481949e-01 5.68650317e-01 1.09915816e-02 -1.06565363e-02
3.40386437e-01 -2.79025619e-02 -6.42097382e-01 -3.92855057e-02
5.66262043e-02 2.75471081e-01]
[ -2.58940789e-03 -3.09762972e-01 -2.25637916e-01 7.16551188e-02
-1.98914563e-02 1.54072615e-01 1.37957324e-01 5.77581424e-02
4.64002408e-02 1.74081073e-01]
[ -7.39435040e-03 1.38006686e-01 -1.44660518e-01 4.87037521e-02
3.58042897e-02 -1.82510471e-01 4.65733972e-02 -1.18524508e-01
-1.81376442e-01 -7.16665285e-03]
[ -3.61952472e-01 -4.95925387e-01 -2.88736597e-01 1.71725796e-01
7.98055818e-02 3.84804627e-02 1.83541571e-01 -3.57849308e-02
-2.53028242e-03 1.56258020e-02]
[ -9.97195096e-03 -2.11070196e-01 7.15313197e-03 8.20497732e-02
1.43399251e-02 -6.87943636e-02 1.90062992e-01 -1.90956432e-01
1.83924214e-01 2.12149739e-02]
[ 1.14394023e-01 -2.33555847e-01 3.55297106e-02 -6.49133565e-02
8.46428020e-02 -4.85676698e-02 6.79589883e-02 1.20845662e-01
8.20854845e-02 -2.12149646e-02]
[ -1.73896046e-01 -1.15404202e-01 -3.04835132e-01 -2.42214650e-02
4.91403618e-03 7.01739802e-02 -1.72975143e-01 -2.87995716e-02
2.58955792e-01 -1.32451661e-01]
[ 7.20346939e-02 -3.26695977e-01 9.72059291e-02 5.40081111e-02
4.66880655e-03 -1.22673402e-01 1.15431829e-01 -1.00868082e-01
3.63528468e-02 1.32072962e-01]
[ -8.71363074e-02 -1.09893181e-02 -2.45355839e-03 -1.57026350e-01
4.44914255e-02 2.26037753e-02 1.56502875e-01 -1.03082647e-01
-2.27744766e-02 -1.34608466e-01]
[ -1.22769114e-01 -1.22345052e-01 -7.30527376e-02 -1.56852774e-02
4.01703973e-01 1.04314393e-01 8.40677943e-02 -1.68078302e-02
-1.78015937e-01 -2.22642181e-01]
[ -1.56712396e-01 4.69013582e-03 6.20353903e-02 2.21106843e-02
-1.73390487e-01 -2.19845363e-01 -1.78492813e-01 -1.96988789e-01
8.72933933e-02 1.74488189e-01]
[ -2.46116638e-01 -2.59020058e-01 1.09397522e-01 2.51406672e-01
-9.55895066e-02 -7.60208589e-02 -4.74298000e-03 -2.57048594e-01
-2.34177031e-01 -3.53943618e-02]
[ 1.17470027e-01 -1.12113699e-01 -1.64176731e-02 1.32025797e-01
-4.46530852e-02 -9.10668394e-02 1.66998018e-01 4.36690451e-03
3.90577005e-02 2.47570832e-02]
[ 3.71488518e-02 -7.46629681e-02 -2.11265470e-01 1.49716977e-01
-3.69751231e-02 8.51023749e-02 -6.00326102e-02 -1.99066665e-02
-9.14790871e-02 -5.08201439e-03]
[ -1.22468170e-01 -6.89765680e-02 -2.03321753e-01 1.54109650e-01
4.03398698e-03 1.34839407e-01 1.21825863e-02 -2.50267214e-01
6.79197104e-02 -2.01689345e-01]
[ -7.56288163e-02 -5.15522471e-02 2.72962682e-01 8.97047399e-02
1.45386979e-01 -5.85759807e-02 -1.11489049e-01 1.20018393e-01
6.51188655e-02 2.41434124e-02]
[ 5.44623595e-02 -3.28432324e-02 8.73393629e-02 8.68898732e-02
6.56290628e-02 -1.66425425e-02 2.39863963e-01 1.20518421e-01
-3.11730151e-02 -6.62368804e-02]
[ 1.32875523e-02 -1.35417818e-01 -2.88418709e-01 -4.23656430e-02
1.63509398e-01 -9.40326527e-02 1.51199262e-01 1.64429952e-01
1.14044036e-01 -2.19294809e-02]
[ 4.75906976e-02 -1.60580746e-02 -1.17813283e-01 4.05391066e-02
-7.79601049e-02 3.23318507e-01 2.66656714e-01 2.04814447e-01
-1.63936061e-01 -6.42054909e-02]
[ -1.22642284e-03 -2.66774807e-02 1.20580242e-01 9.95647257e-02
1.16964405e-02 1.07486131e-01 -1.21760527e-01 -4.18815611e-02
2.08033471e-01 7.09663461e-02]
[ 1.07817984e-01 7.35569791e-02 -4.70692289e-02 -1.02455208e-01
-9.17886158e-02 -3.29274258e-01 1.15194050e-01 8.49470667e-03
1.40371215e-01 8.68759849e-02]
[ -9.88690530e-02 2.34939074e-04 -1.52338722e-02 2.34686010e-02
6.36996552e-03 -2.03892543e-01 -8.79926642e-02 -1.97976059e-02
1.61960419e-02 1.28909769e-01]
[ -1.44948135e-01 -7.86149719e-02 -1.97523142e-01 -3.38924387e-03
-2.68777321e-01 -4.73648726e-03 -1.40152328e-03 -2.36910199e-02
3.38292686e-03 6.16882364e-02]
[ -3.08097432e-02 -8.44058811e-02 -7.49629273e-02 -1.28412352e-01
5.34636734e-01 2.76367278e-01 5.57055731e-01 1.13001945e-01
-1.82651923e-01 -3.77073204e-01]
[ -1.56153801e-02 -3.74241973e-01 -2.96466853e-02 -7.25030587e-02
6.59054739e-01 1.00800841e-01 5.11018115e-01 9.15205652e-02
2.96670292e-02 -3.81791835e-01]
[ 1.13532570e-02 -4.32468923e-01 -4.31004493e-02 -1.07432405e-01
6.77922553e-01 2.36925408e-02 4.82724104e-01 4.87430964e-02
-3.63508281e-01 -2.18140549e-01]
[ -1.66942034e-01 -5.76026934e-01 -8.15777119e-03 -1.99919555e-01
7.57887791e-01 -9.15788118e-02 6.05071562e-01 -8.24635594e-02
-6.51136126e-02 8.51475950e-02]
[ -2.88285596e-01 -3.81792724e-01 5.72341221e-02 -4.35475232e-02
9.08615024e-01 1.41101685e-01 4.01783554e-01 4.79670997e-02
-8.59702487e-02 -1.32238533e-01]
[ -2.00601988e-01 -2.85811581e-01 2.52456611e-01 -2.39627457e-01
6.52851225e-01 -4.53929195e-02 6.70222683e-01 1.33941389e-02
-2.54002868e-01 -2.54209411e-02]
[ -1.26435969e-01 -2.11344455e-01 -1.79299196e-01 -9.74205454e-02
4.77479718e-01 -2.31272718e-01 1.67034283e-01 1.69364974e-01
-6.37875125e-03 -1.15469045e-01]
[ 1.20447754e-01 2.62016562e-01 1.68279241e-01 -7.74086807e-02
-1.19719480e-01 4.57389525e-02 -1.70334518e-01 2.84199335e-01
8.54011505e-02 1.88873187e-01]
[ 3.46955949e-01 3.06804728e-01 -8.45253655e-02 3.10185556e-01
-8.74922897e-01 -2.86530743e-01 -4.66486596e-01 1.77320732e-01
3.78512558e-01 -3.83274894e-02]
[ 4.49008745e-02 1.34639629e-01 2.52060729e-01 2.47545115e-01
-5.06359781e-02 -1.94969567e-01 -1.73669950e-01 -1.33136259e-01
-1.41996947e-01 -2.91476524e-01]
[ 2.47011355e-02 -5.72654124e-02 -1.17801794e-01 -5.24754060e-02
2.38216062e-01 4.05065449e-02 -8.93562619e-03 -1.84357923e-01
3.54910289e-02 2.09955937e-01]
[ 8.25872868e-04 -5.44022527e-02 -6.68822330e-02 -5.12084394e-02
-1.81507962e-02 -1.76586952e-01 8.84110465e-02 1.00767402e-02
3.70525080e-02 5.73589359e-03]
[ 3.06379450e-02 7.27777162e-02 2.44893990e-01 7.64318198e-02
-2.34310263e-01 -1.35371909e-01 1.08850362e-01 3.97811223e-02
-1.83911104e-01 1.10169724e-01]
[ 7.56748813e-02 3.98166768e-02 1.09618567e-01 1.36808096e-02
-2.56714882e-01 6.73261997e-02 5.70488670e-02 -2.70295300e-01
-1.24260636e-02 -8.25253804e-02]
[ -8.81943776e-03 9.53784943e-02 8.56213675e-02 -2.60980875e-02
-4.98886685e-02 1.79901624e-01 9.42539633e-02 1.18726703e-01
-1.85332572e-02 1.77201824e-01]
[ 2.13784457e-01 4.95736657e-02 2.56274795e-02 7.16730982e-02
7.40046090e-02 -1.99817807e-02 -1.43134197e-01 1.47811211e-01
-6.17242715e-02 -2.92765036e-02]
[ 4.04338306e-02 -1.80749630e-02 1.61864739e-02 3.85930789e-02
-3.98529624e-01 -1.22150545e-01 -1.98958155e-01 4.11053922e-02
1.17839667e-01 1.91605223e-01]
[ 4.01051734e-02 5.12750473e-01 1.20191849e-01 4.08127386e-01
-1.08323886e+00 -3.03315461e-01 -6.05649019e-01 -7.28639154e-02
2.82774565e-01 3.26252864e-01]
[ 1.79486809e-01 5.07086504e-01 6.54775832e-02 4.22924195e-01
-8.75359644e-01 -8.41391817e-02 -4.48387325e-01 1.51075669e-01
2.08107791e-01 4.87026384e-01]
[ 2.57344716e-01 3.00641078e-01 2.46360848e-01 1.46316483e-01
-4.12748758e-01 8.05617550e-02 -2.10582913e-01 1.62725843e-01
2.38667199e-01 7.73388293e-02]
[ -7.32463013e-02 2.19104578e-01 2.41937763e-01 1.72810792e-02
-3.77186247e-02 1.30618042e-01 -9.84380131e-02 -1.50628796e-02
-3.24620881e-02 5.14456872e-02]
[ -9.50148601e-02 2.05521294e-04 2.64738098e-02 9.80980699e-02
-6.36008000e-02 1.14643768e-01 2.48807535e-01 2.05530352e-02
-2.71008721e-01 -8.86694990e-02]
[ -2.19842770e-01 -2.41986170e-02 -9.30879686e-02 -3.43917908e-01
1.81521659e-01 1.19647059e-01 1.03170041e-01 1.03518339e-01
-2.07242470e-01 3.23144307e-02]
[ 9.26361417e-03 -3.82286279e-01 -1.27847595e-01 -1.63628001e-01
3.78193414e-01 2.66694480e-02 1.80686278e-01 1.52414262e-01
-1.66706005e-01 -2.23172930e-01]
[ 1.37313611e-01 -1.96219017e-01 -1.43487335e-01 -1.18058611e-03
8.58061802e-02 -5.74805927e-02 3.50786253e-02 -1.50003374e-01
1.31293624e-01 -1.22040157e-01]
[ -1.18486873e-01 1.03046940e-01 2.61144771e-01 -1.46813956e-02
1.68078247e-01 8.40815401e-02 1.86051568e-02 -2.98093007e-01
-1.16281160e-01 -6.03535540e-02]
[ -3.55421178e-01 4.37239229e-02 1.00789196e-02 -3.80057858e-02
1.80362994e-01 -1.69575091e-01 1.74139237e-03 2.34065442e-01
-9.66531010e-02 6.66294197e-02]
[ 1.46889108e-01 5.54602201e-02 -2.35934450e-01 -8.71632913e-02
1.18278728e-01 -2.95179288e-01 4.32500621e-02 -1.67975381e-01
-6.73562711e-04 -1.89779341e-01]
[ 2.13226172e-01 -1.61199827e-01 6.43245645e-02 -2.03356465e-02
8.10719548e-02 -3.48008370e-02 1.28757158e-02 -1.36662518e-01
1.14612034e-01 -1.77364943e-01]
[ -1.09743913e-01 -6.91120880e-02 1.19075678e-01 1.01750128e-01
6.50954860e-02 -1.10982938e-01 2.62221836e-01 -7.80992144e-02
1.78790349e-01 -1.10431804e-02]
[ 1.38123394e-03 -1.74207192e-01 2.03710234e-01 -2.39914623e-01
-2.45658408e-03 1.13622421e-01 5.56490312e-02 -1.15779059e-01
2.65623208e-02 2.25489271e-01]]
[[ 0.61881718]
[ 1.54479828]
[ 0.27807122]
[ 0.86777475]
[-2.64462548]
[-0.25861615]
[-1.56554725]
[ 0.06549382]
[ 0.68476292]
[ 0.89617656]]
Progress: 28.7% ... Training loss: 0.288 ... Validation loss: 0.458[[ 1.59536557e-01 1.97788639e-01 -1.07890792e-01 1.07261852e-01
-5.18888566e-01 -7.08044458e-02 -4.75706310e-02 1.22518938e-01
-6.50993613e-02 1.82324115e-01]
[ 1.26331923e-02 1.54901604e-01 -2.03052937e-02 4.12194297e-02
9.99271420e-02 -5.46530239e-03 3.10742559e-01 4.11289510e-02
1.38841797e-01 -3.05947672e-02]
[ 1.75901058e-01 5.74864082e-01 1.21754815e-02 -7.53698730e-03
3.31242333e-01 -2.87706981e-02 -6.47891837e-01 -3.90300345e-02
5.92334884e-02 2.78324111e-01]
[ -2.76931356e-03 -3.10674688e-01 -2.25648360e-01 7.16021404e-02
-1.92222603e-02 1.54024433e-01 1.38813997e-01 5.77292062e-02
4.63088695e-02 1.74226337e-01]
[ -6.17580307e-03 1.41212646e-01 -1.44092209e-01 5.06217817e-02
2.93869850e-02 -1.83050162e-01 4.32881217e-02 -1.18373230e-01
-1.79886614e-01 -6.03300997e-03]
[ -3.63045744e-01 -4.98338748e-01 -2.89205859e-01 1.70451067e-01
8.29124493e-02 3.88643571e-02 1.86264771e-01 -3.58876533e-02
-3.62775244e-03 1.42514292e-02]
[ -9.91116260e-03 -2.10961106e-01 7.15841984e-03 8.20527764e-02
1.36170761e-02 -6.87801136e-02 1.90025811e-01 -1.90952397e-01
1.83978062e-01 2.12018032e-02]
[ 1.15962334e-01 -2.29840244e-01 3.63625927e-02 -6.24285070e-02
7.70888786e-02 -4.92278313e-02 6.44129025e-02 1.21036599e-01
8.40301875e-02 -1.90459582e-02]
[ -1.74432209e-01 -1.16802987e-01 -3.05041699e-01 -2.49151987e-02
6.92074575e-03 7.03673489e-02 -1.71502930e-01 -2.88547047e-02
2.58421966e-01 -1.33097445e-01]
[ 7.19438074e-02 -3.26828348e-01 9.72464122e-02 5.41808754e-02
2.72015460e-03 -1.22649646e-01 1.16102789e-01 -1.00856694e-01
3.64992244e-02 1.31989051e-01]
[ -8.72276881e-02 -1.10085529e-02 -2.46900998e-03 -1.57090343e-01
4.43335505e-02 2.26294589e-02 1.56614644e-01 -1.03083442e-01
-2.28215789e-02 -1.34774313e-01]
[ -1.22587182e-01 -1.22180901e-01 -7.29154290e-02 -1.52746591e-02
4.00647304e-01 1.04196306e-01 8.38972120e-02 -1.67813060e-02
-1.77747956e-01 -2.22256745e-01]
[ -1.56712396e-01 4.69013582e-03 6.20353903e-02 2.21106843e-02
-1.73390487e-01 -2.19845363e-01 -1.78492813e-01 -1.96988789e-01
8.72933933e-02 1.74488189e-01]
[ -2.47104884e-01 -2.60579185e-01 1.08946232e-01 2.50137549e-01
-9.21795026e-02 -7.56361313e-02 -2.71520920e-03 -2.57147284e-01
-2.35252395e-01 -3.67295446e-02]
[ 1.17593743e-01 -1.12565000e-01 -1.63474242e-02 1.32334888e-01
-4.59109743e-02 -9.11620360e-02 1.67255746e-01 4.38769163e-03
3.92889356e-02 2.50432152e-02]
[ 3.66124286e-02 -7.57237350e-02 -2.11491082e-01 1.48952056e-01
-3.46611317e-02 8.53293231e-02 -5.88988970e-02 -1.99643775e-02
-9.20814321e-02 -5.86682302e-03]
[ -1.22298484e-01 -6.90023928e-02 -2.03258218e-01 1.54311332e-01
3.24806130e-03 1.34793359e-01 1.20623234e-02 -2.50248424e-01
6.81095752e-02 -2.01456413e-01]
[ -7.47547006e-02 -4.93212291e-02 2.73359384e-01 9.09760076e-02
1.41435096e-01 -5.89336265e-02 -1.13718647e-01 1.20108481e-01
6.61161360e-02 2.52846104e-02]
[ 5.35397568e-02 -3.46419245e-02 8.68956275e-02 8.54054821e-02
7.00553464e-02 -1.62206131e-02 2.41886565e-01 1.20409153e-01
-3.23005331e-02 -6.75787567e-02]
[ 1.38845215e-02 -1.34293128e-01 -2.88070852e-01 -4.13380640e-02
1.60060707e-01 -9.42710164e-02 1.50200772e-01 1.64511987e-01
1.14809262e-01 -2.10745714e-02]
[ 4.79190103e-02 -1.53777557e-02 -1.17636983e-01 4.10372314e-02
-7.93998594e-02 3.23152910e-01 2.65884153e-01 2.04855369e-01
-1.63513468e-01 -6.38008637e-02]
[ -6.70959407e-04 -2.49805529e-02 1.20870776e-01 1.00515817e-01
8.64522132e-03 1.07230242e-01 -1.23124079e-01 -4.18120325e-02
2.08783558e-01 7.18041748e-02]
[ 1.07704888e-01 7.31482748e-02 -4.71186394e-02 -1.02602234e-01
-9.14891592e-02 -3.29232135e-01 1.15565734e-01 8.48172233e-03
1.40250159e-01 8.68465867e-02]
[ -9.92825938e-02 -7.74259547e-04 -1.54014286e-02 2.28898776e-02
8.12245758e-03 -2.03731115e-01 -8.69663782e-02 -1.98410678e-02
1.57383402e-02 1.28317514e-01]
[ -1.44622825e-01 -7.80217666e-02 -1.97368375e-01 -2.88450459e-03
-2.70207382e-01 -4.88355134e-03 -2.14469768e-03 -2.36539382e-02
3.77789007e-03 6.21498090e-02]
[ -3.10131420e-02 -8.48861200e-02 -7.50548271e-02 -1.28710535e-01
5.35568164e-01 2.76457412e-01 5.57466008e-01 1.12980212e-01
-1.82862160e-01 -3.77355861e-01]
[ -1.54576608e-02 -3.73976653e-01 -2.95820169e-02 -7.22806661e-02
6.58413518e-01 1.00734016e-01 5.10671310e-01 9.15370329e-02
2.98217271e-02 -3.81564584e-01]
[ 1.12362003e-02 -4.32970115e-01 -4.31540386e-02 -1.07596275e-01
6.78421136e-01 2.37378491e-02 4.83177471e-01 4.87320869e-02
-3.63639873e-01 -2.18293713e-01]
[ -1.67080845e-01 -5.76371200e-01 -8.22145051e-03 -2.00117506e-01
7.58427600e-01 -9.15238432e-02 6.05460390e-01 -8.24789354e-02
-6.52699113e-02 8.49573532e-02]
[ -2.88634439e-01 -3.82471479e-01 5.70853411e-02 -4.40223113e-02
9.09764844e-01 1.41239973e-01 4.02677968e-01 4.79307514e-02
-8.63235930e-02 -1.32725942e-01]
[ -2.00497305e-01 -2.85558926e-01 2.52521032e-01 -2.39426940e-01
6.52269807e-01 -4.54522726e-02 6.69997941e-01 1.34096162e-02
-2.53875452e-01 -2.52118315e-02]
[ -1.26697435e-01 -2.12281121e-01 -1.79405306e-01 -9.77113833e-02
4.78238663e-01 -2.31183727e-01 1.67949916e-01 1.69340663e-01
-6.56796783e-03 -1.15680676e-01]
[ 1.19578476e-01 2.59987721e-01 1.67907259e-01 -7.86476699e-02
-1.16254311e-01 4.61064594e-02 -1.68144810e-01 2.84104677e-01
8.44666575e-02 1.87813252e-01]
[ 3.46653972e-01 3.06591767e-01 -8.46663756e-02 3.09807750e-01
-8.74211750e-01 -2.86401367e-01 -4.65974242e-01 1.77287319e-01
3.78166053e-01 -3.87317195e-02]
[ 4.49179744e-02 1.34527752e-01 2.52069361e-01 2.47569858e-01
-5.04888628e-02 -1.94976065e-01 -1.73665345e-01 -1.33134719e-01
-1.41971673e-01 -2.91509639e-01]
[ 2.47863374e-02 -5.70842142e-02 -1.17763678e-01 -5.23460307e-02
2.37681173e-01 4.04680061e-02 -9.17929064e-03 -1.84349615e-01
3.55775334e-02 2.09972074e-01]
[ 7.76725393e-04 -5.44610792e-02 -6.69057812e-02 -5.12811878e-02
-1.79346934e-02 -1.76565339e-01 8.85094313e-02 1.00713592e-02
3.69937094e-02 5.66584660e-03]
[ 3.05125313e-02 7.26591866e-02 2.44834670e-01 7.62884104e-02
-2.33981815e-01 -1.35338468e-01 1.08967902e-01 3.97709464e-02
-1.84032506e-01 1.09875986e-01]
[ 7.54322236e-02 3.96318545e-02 1.09517789e-01 1.33623963e-02
-2.55816159e-01 6.74231143e-02 5.76162202e-02 -2.70317148e-01
-1.26994353e-02 -8.28457306e-02]
[ -7.75442175e-03 9.83630541e-02 8.61312756e-02 -2.44387025e-02
-5.47814046e-02 1.79418627e-01 9.13927915e-02 1.18851281e-01
-1.72679346e-02 1.78779684e-01]
[ 2.13029557e-01 4.79597076e-02 2.52754071e-02 7.05655114e-02
7.70408308e-02 -1.96872847e-02 -1.41335143e-01 1.47728254e-01
-6.26081862e-02 -3.04273706e-02]
[ 4.07289999e-02 -1.73734482e-02 1.63189799e-02 3.90097369e-02
-3.99749703e-01 -1.22271846e-01 -1.99677170e-01 4.11358163e-02
1.18167518e-01 1.91975280e-01]
[ 4.05157758e-02 5.13137294e-01 1.20377716e-01 4.08691723e-01
-1.08541543e+00 -3.03423029e-01 -6.05951925e-01 -7.28191860e-02
2.83221441e-01 3.26701950e-01]
[ 1.80220267e-01 5.08593067e-01 6.58765614e-02 4.24074140e-01
-8.78645568e-01 -8.44468057e-02 -4.50164875e-01 1.51166762e-01
2.09075275e-01 4.88102972e-01]
[ 2.57151114e-01 3.00329874e-01 2.46295562e-01 1.46050677e-01
-4.11947199e-01 8.06366203e-02 -2.10157660e-01 1.62703832e-01
2.38426602e-01 7.70656784e-02]
[ -7.28705180e-02 2.19844730e-01 2.42112802e-01 1.78499539e-02
-3.95156610e-02 1.30458005e-01 -9.93207957e-02 -1.50189232e-02
-3.20086743e-02 5.20263065e-02]
[ -9.48940065e-02 4.30089067e-04 2.65309803e-02 9.82865729e-02
-6.41811125e-02 1.14588955e-01 2.48494529e-01 2.05672713e-02
-2.70864114e-01 -8.84697987e-02]
[ -2.20004279e-01 -2.45487150e-02 -9.31597157e-02 -3.44140397e-01
1.82190424e-01 1.19714562e-01 1.03577310e-01 1.03501646e-01
-2.07419243e-01 3.20841514e-02]
[ 9.66575211e-03 -3.81584850e-01 -1.27670759e-01 -1.63060464e-01
3.76588568e-01 2.65029465e-02 1.79786026e-01 1.52456485e-01
-1.66261653e-01 -2.22582843e-01]
[ 1.38802408e-01 -1.92057574e-01 -1.42793469e-01 1.13060933e-03
7.84434926e-02 -5.81293586e-02 3.12132820e-02 -1.49839872e-01
1.32990893e-01 -1.19774509e-01]
[ -1.18917324e-01 1.01968442e-01 2.60983737e-01 -1.52406000e-02
1.69781279e-01 8.42347677e-02 1.96622269e-02 -2.98126960e-01
-1.16638821e-01 -6.10265479e-02]
[ -3.54336196e-01 4.54532857e-02 1.06035342e-02 -3.63890397e-02
1.76089352e-01 -1.70002500e-01 -6.26070508e-05 2.34190397e-01
-9.54052283e-02 6.82071322e-02]
[ 1.47043042e-01 5.55966764e-02 -2.35823353e-01 -8.68469613e-02
1.17004117e-01 -2.95282889e-01 4.31218183e-02 -1.67947035e-01
-4.54416656e-04 -1.89574668e-01]
[ 2.12463196e-01 -1.62534299e-01 6.39893538e-02 -2.13223617e-02
8.39355755e-02 -3.45088048e-02 1.45325502e-02 -1.36740113e-01
1.13825509e-01 -1.78406260e-01]
[ -1.10404154e-01 -7.04377802e-02 1.18769305e-01 1.00747927e-01
6.81482864e-02 -1.10688883e-01 2.63594662e-01 -7.81775019e-02
1.78006829e-01 -1.19991764e-02]
[ 5.06853736e-04 -1.76483246e-01 2.03345614e-01 -2.41091384e-01
-3.28293163e-04 1.13994234e-01 5.79720332e-02 -1.15868907e-01
2.56929946e-02 2.24247224e-01]]
[[ 0.62109511]
[ 1.54957621]
[ 0.27842625]
[ 0.86886014]
[-2.6437728 ]
[-0.25847426]
[-1.56819387]
[ 0.06736394]
[ 0.68638534]
[ 0.89900262]]
Progress: 28.8% ... Training loss: 0.289 ... Validation loss: 0.455[[ 1.57910371e-01 1.92816644e-01 -1.08685907e-01 1.04563772e-01
-5.10766827e-01 -6.99667456e-02 -4.33133095e-02 1.22331379e-01
-6.70591097e-02 1.79952606e-01]
[ 1.25650015e-02 1.54672787e-01 -2.03326767e-02 4.11323231e-02
1.00087948e-01 -5.43570351e-03 3.11054838e-01 4.11223054e-02
1.38774879e-01 -3.06496350e-02]
[ 1.75906263e-01 5.72202960e-01 1.20433381e-02 -8.14341447e-03
3.33160698e-01 -2.85342283e-02 -6.47245025e-01 -3.90547337e-02
5.89913916e-02 2.78252201e-01]
[ -3.52843065e-03 -3.11188576e-01 -2.26053999e-01 7.05062106e-02
-1.56562505e-02 1.54170686e-01 1.40094556e-01 5.76261989e-02
4.53316226e-02 1.73169866e-01]
[ -4.47171914e-03 1.43787221e-01 -1.43277675e-01 5.30757380e-02
2.21446334e-02 -1.83602603e-01 3.96234426e-02 -1.18184341e-01
-1.77965935e-01 -3.68303807e-03]
[ -3.63562014e-01 -4.99665103e-01 -2.89440722e-01 1.69772499e-01
8.48910880e-02 3.90869722e-02 1.87945439e-01 -3.59420841e-02
-4.20874496e-03 1.34137671e-02]
[ -8.93640666e-03 -2.08576663e-01 7.60212584e-03 8.34623785e-02
9.40434264e-03 -6.92102978e-02 1.87408259e-01 -1.90839816e-01
1.85069574e-01 2.26016683e-02]
[ 1.13414439e-01 -2.37437610e-01 3.51134524e-02 -6.64156884e-02
8.84188860e-02 -4.79763461e-02 7.13519125e-02 1.20741758e-01
8.10064910e-02 -2.27337393e-02]
[ -1.75146469e-01 -1.18703382e-01 -3.05409543e-01 -2.59009894e-02
9.53816640e-03 7.06656848e-02 -1.69516163e-01 -2.89338331e-02
2.57698459e-01 -1.34170957e-01]
[ 6.90709494e-02 -3.34496754e-01 9.58229578e-02 4.98312706e-02
1.39550461e-02 -1.21259182e-01 1.23857350e-01 -1.01183592e-01
3.32008583e-02 1.27631208e-01]
[ -8.72075063e-02 -1.13588126e-02 -2.44331073e-03 -1.57065646e-01
4.46313232e-02 2.26037975e-02 1.56575120e-01 -1.03078430e-01
-2.28242871e-02 -1.34686818e-01]
[ -1.22538174e-01 -1.22601908e-01 -7.29258140e-02 -1.51916886e-02
4.00827974e-01 1.04173754e-01 8.41710682e-02 -1.67752391e-02
-1.77683566e-01 -2.22185486e-01]
[ -1.56712396e-01 4.69013582e-03 6.20353903e-02 2.21106843e-02
-1.73390487e-01 -2.19845363e-01 -1.78492813e-01 -1.96988789e-01
8.72933933e-02 1.74488189e-01]
[ -2.47218888e-01 -2.60626156e-01 1.08883750e-01 2.49929588e-01
-9.16376957e-02 -7.55744564e-02 -2.55044227e-03 -2.57161797e-01
-2.35403321e-01 -3.69232132e-02]
[ 1.17292824e-01 -1.13594358e-01 -1.64763418e-02 1.31949343e-01
-4.48409825e-02 -9.10444141e-02 1.68202964e-01 4.35841380e-03
3.89884828e-02 2.46169100e-02]
[ 3.65291950e-02 -7.56933285e-02 -2.11504027e-01 1.48915660e-01
-3.42244303e-02 8.53471033e-02 -5.85475366e-02 -1.99675814e-02
-9.21738361e-02 -6.00546027e-03]
[ -1.22090840e-01 -6.87988738e-02 -2.03145469e-01 1.54612452e-01
2.16500936e-03 1.34698253e-01 1.15514831e-02 -2.50226311e-01
6.83335807e-02 -2.01142899e-01]
[ -7.41799200e-02 -4.79485858e-02 2.73583444e-01 9.17720521e-02
1.39128601e-01 -5.91712387e-02 -1.15048165e-01 1.20171221e-01
6.67327299e-02 2.60500243e-02]
[ 5.43394262e-02 -3.32876036e-02 8.72462618e-02 8.64925614e-02
6.68603310e-02 -1.64626466e-02 2.40135749e-01 1.20498483e-01
-3.13872455e-02 -6.64928021e-02]
[ 1.20933078e-02 -1.39351095e-01 -2.88981584e-01 -4.41571058e-02
1.67875983e-01 -9.34337768e-02 1.54698581e-01 1.64296829e-01
1.12711985e-01 -2.36185883e-02]
[ 4.72284325e-02 -1.73255898e-02 -1.17939612e-01 4.00615920e-02
-7.67497252e-02 3.23452131e-01 2.67842058e-01 2.04783027e-01
-1.64263787e-01 -6.47897980e-02]
[ -2.08119449e-03 -2.81613210e-02 1.20233705e-01 9.84714810e-02
1.49360383e-02 1.07810851e-01 -1.19792609e-01 -4.19673201e-02
2.07154139e-01 6.97637886e-02]
[ 1.08205115e-01 7.37748118e-02 -4.69395999e-02 -1.01900069e-01
-9.34681025e-02 -3.29438267e-01 1.14662647e-01 8.53650060e-03
1.40767575e-01 8.75283194e-02]
[ -9.93497360e-02 -8.29357285e-04 -1.54252989e-02 2.28337788e-02
7.99391599e-03 -2.03709740e-01 -8.67725371e-02 -1.98479239e-02
1.57216181e-02 1.28224235e-01]
[ -1.45051489e-01 -7.87308704e-02 -1.97564350e-01 -3.48783225e-03
-2.68606727e-01 -4.69593828e-03 -1.10591407e-03 -2.37020805e-02
3.30742396e-03 6.15293311e-02]
[ -3.15538812e-02 -8.64194879e-02 -7.52983585e-02 -1.29467093e-01
5.37648610e-01 2.76678688e-01 5.58998913e-01 1.12922694e-01
-1.83440090e-01 -3.78146680e-01]
[ -1.53368843e-02 -3.73840720e-01 -2.95433355e-02 -7.21094483e-02
6.57932179e-01 1.00682836e-01 5.10495736e-01 9.15503822e-02
2.99538219e-02 -3.81423618e-01]
[ 1.11220935e-02 -4.33496692e-01 -4.32242490e-02 -1.07763245e-01
6.78868507e-01 2.37871055e-02 4.83780661e-01 4.87195386e-02
-3.63763992e-01 -2.18477087e-01]
[ -1.67173858e-01 -5.76614036e-01 -8.26384539e-03 -2.00250233e-01
7.58778279e-01 -9.14847311e-02 6.05698825e-01 -8.24890882e-02
-6.53688181e-02 8.48546628e-02]
[ -2.88661799e-01 -3.82506342e-01 5.70716150e-02 -4.40648971e-02
9.09898411e-01 1.41253008e-01 4.02732889e-01 4.79273947e-02
-8.63581859e-02 -1.32767283e-01]
[ -2.00429580e-01 -2.85513530e-01 2.52551470e-01 -2.39336183e-01
6.52171466e-01 -4.54781593e-02 6.69864444e-01 1.34160806e-02
-2.53804489e-01 -2.51139069e-02]
[ -1.27348252e-01 -2.13855702e-01 -1.79699789e-01 -9.86089940e-02
4.80516378e-01 -2.30914673e-01 1.69497564e-01 1.69268471e-01
-7.27354290e-03 -1.16581436e-01]
[ 1.19347172e-01 2.59539335e-01 1.67767275e-01 -7.90398226e-02
-1.15212544e-01 4.62284697e-02 -1.67720260e-01 2.84075598e-01
8.41580307e-02 1.87508862e-01]
[ 3.46481805e-01 3.06240382e-01 -8.47742155e-02 3.09452349e-01
-8.73275003e-01 -2.86313019e-01 -4.65656028e-01 1.77261289e-01
3.77910248e-01 -3.89750412e-02]
[ 4.45406746e-02 1.33602382e-01 2.51878699e-01 2.46977483e-01
-4.87546515e-02 -1.94803429e-01 -1.72792438e-01 -1.33180777e-01
-1.42417830e-01 -2.92091919e-01]
[ 2.42711982e-02 -5.83660189e-02 -1.17995660e-01 -5.30882624e-02
2.39733500e-01 4.06763111e-02 -7.84566279e-03 -1.84404012e-01
3.49989617e-02 2.09216611e-01]
[ 9.11384447e-04 -5.42449156e-02 -6.68565611e-02 -5.11038690e-02
-1.84980237e-02 -1.76616583e-01 8.82005878e-02 1.00848686e-02
3.70966139e-02 5.85795711e-03]
[ 3.05272729e-02 7.26230819e-02 2.44846107e-01 7.62876504e-02
-2.33949037e-01 -1.35340114e-01 1.09002073e-01 3.97736350e-02
-1.83991191e-01 1.09888233e-01]
[ 7.47697548e-02 3.80682579e-02 1.09220013e-01 1.24182147e-02
-2.53121317e-01 6.76867839e-02 5.90651311e-02 -2.70381544e-01
-1.34162106e-02 -8.37871336e-02]
[ -7.39222714e-03 9.91959680e-02 8.62601213e-02 -2.39358623e-02
-5.62730320e-02 1.79268679e-01 9.05924336e-02 1.18890336e-01
-1.68976022e-02 1.79250402e-01]
[ 2.13362390e-01 4.85288018e-02 2.54318912e-02 7.10511683e-02
7.55873465e-02 -1.98185484e-02 -1.42126585e-01 1.47758401e-01
-6.22336495e-02 -2.99320401e-02]
[ 4.04633937e-02 -1.78817614e-02 1.62039489e-02 3.86507119e-02
-3.98769134e-01 -1.22159366e-01 -1.99044986e-01 4.11048704e-02
1.17875601e-01 1.91626886e-01]
[ 4.15142503e-02 5.14714702e-01 1.20831125e-01 4.10067239e-01
-1.08917953e+00 -3.03736122e-01 -6.07894504e-01 -7.27075808e-02
2.84367806e-01 3.28075887e-01]
[ 1.80167816e-01 5.08409294e-01 6.58525486e-02 4.24044111e-01
-8.78515442e-01 -8.44250401e-02 -4.49793342e-01 1.51161157e-01
2.08999874e-01 4.87970045e-01]
[ 2.57111990e-01 3.00459247e-01 2.46289328e-01 1.46010277e-01
-4.11791633e-01 8.06481096e-02 -2.10138934e-01 1.62701800e-01
2.38381218e-01 7.70190277e-02]
[ -7.36316350e-02 2.18131086e-01 2.41772719e-01 1.67481673e-02
-3.64513513e-02 1.30785560e-01 -9.75352107e-02 -1.50992206e-02
-3.28599020e-02 5.09015940e-02]
[ -9.46928163e-02 8.81308439e-04 2.66265354e-02 9.85770362e-02
-6.50637003e-02 1.14501212e-01 2.48058037e-01 2.05901787e-02
-2.70630517e-01 -8.81629698e-02]
[ -2.20685523e-01 -2.61823914e-02 -9.34779350e-02 -3.45130047e-01
1.85158944e-01 1.20008821e-01 1.05262562e-01 1.03424295e-01
-2.08179972e-01 3.10789285e-02]
[ 9.81344376e-03 -3.81423746e-01 -1.27606798e-01 -1.62851727e-01
3.75955168e-01 2.64429533e-02 1.79460944e-01 1.52472897e-01
-1.66098726e-01 -2.22368247e-01]
[ 1.38951339e-01 -1.92302509e-01 -1.42800829e-01 1.23220569e-03
7.85182071e-02 -5.81461300e-02 3.11412777e-02 -1.49830213e-01
1.33114344e-01 -1.19669471e-01]
[ -1.19643816e-01 9.99777515e-02 2.60655323e-01 -1.62581662e-02
1.72490166e-01 8.45376483e-02 2.17070214e-02 -2.98203162e-01
-1.17451011e-01 -6.20472286e-02]
[ -3.54595005e-01 4.40127020e-02 1.04755360e-02 -3.67877421e-02
1.77301007e-01 -1.69804393e-01 1.14125454e-03 2.34163385e-01
-9.56977173e-02 6.77457325e-02]
[ 1.47266190e-01 5.60793124e-02 -2.35686080e-01 -8.65312801e-02
1.16009311e-01 -2.95384124e-01 4.28574514e-02 -1.67908559e-01
-1.78021368e-04 -1.89228918e-01]
[ 2.11739900e-01 -1.64266362e-01 6.36600282e-02 -2.23495527e-02
8.68230443e-02 -3.42121411e-02 1.61636456e-02 -1.36817330e-01
1.13046874e-01 -1.79467184e-01]
[ -1.10577659e-01 -7.02642950e-02 1.18722904e-01 1.00635764e-01
6.85104429e-02 -1.10649040e-01 2.63839792e-01 -7.81939346e-02
1.77808888e-01 -1.22857432e-02]
[ -7.86792908e-04 -1.80170769e-01 2.02639700e-01 -2.43194976e-01
5.13496443e-03 1.14616998e-01 6.11724156e-02 -1.16035999e-01
2.41377201e-02 2.22426917e-01]]
[[ 0.61096519]
[ 1.54397206]
[ 0.26906583]
[ 0.8603425 ]
[-2.65492796]
[-0.26932586]
[-1.57979249]
[ 0.05676097]
[ 0.67573454]
[ 0.88823484]]
Progress: 28.8% ... Training loss: 0.288 ... Validation loss: 0.454[[ 1.59246369e-01 1.96864777e-01 -1.08018986e-01 1.06508964e-01
-5.15923412e-01 -7.06349166e-02 -4.68678485e-02 1.22472344e-01
-6.55586017e-02 1.82336984e-01]
[ 1.22604799e-02 1.53902894e-01 -2.04520435e-02 4.07143628e-02
1.01418645e-01 -5.28559571e-03 3.11936435e-01 4.10921250e-02
1.38472431e-01 -3.10015812e-02]
[ 1.71331765e-01 5.63980806e-01 9.88761987e-03 -1.52375392e-02
3.52088983e-01 -2.65537952e-02 -6.37923904e-01 -3.95013033e-02
5.35172111e-02 2.71495819e-01]
[ -3.15219041e-03 -3.12113818e-01 -2.25777464e-01 7.14158440e-02
-1.75580027e-02 1.54010802e-01 1.40914285e-01 5.76834407e-02
4.59051936e-02 1.74134009e-01]
[ -6.42076090e-03 1.39628545e-01 -1.44181304e-01 5.01797139e-02
2.92674970e-02 -1.82679360e-01 4.38202226e-02 -1.18374292e-01
-1.80152263e-01 -6.73842642e-03]
[ -3.62783184e-01 -4.98804055e-01 -2.89078225e-01 1.70964516e-01
8.12672225e-02 3.87111491e-02 1.86688192e-01 -3.58640763e-02
-3.26764463e-03 1.45982138e-02]
[ -7.15170210e-03 -2.04450794e-01 8.41439336e-03 8.58442040e-02
3.42397297e-03 -7.00051830e-02 1.82962495e-01 -1.90671120e-01
1.86937427e-01 2.52369788e-02]
[ 1.11731708e-01 -2.41170236e-01 3.43129792e-02 -6.89335790e-02
9.44765931e-02 -4.72580271e-02 7.52465208e-02 1.20578008e-01
7.91506598e-02 -2.51187228e-02]
[ -1.74810827e-01 -1.17894662e-01 -3.05215717e-01 -2.52597404e-02
8.00856228e-03 7.04627036e-02 -1.70110065e-01 -2.88913535e-02
2.58079065e-01 -1.33514053e-01]
[ 6.98343662e-02 -3.33712408e-01 9.61229404e-02 5.06698301e-02
1.14080611e-02 -1.21615093e-01 1.22714285e-01 -1.01115839e-01
3.38556439e-02 1.28830820e-01]
[ -8.75484357e-02 -1.18546199e-02 -2.56964958e-03 -1.57510334e-01
4.59654119e-02 2.27232942e-02 1.57227187e-01 -1.03107412e-01
-2.31724260e-02 -1.35102336e-01]
[ -1.21744217e-01 -1.20827436e-01 -7.25313410e-02 -1.38883607e-02
3.96964738e-01 1.03754799e-01 8.22597614e-02 -1.66885771e-02
-1.76656485e-01 -2.20877903e-01]
[ -1.56712396e-01 4.69013582e-03 6.20353903e-02 2.21106843e-02
-1.73390487e-01 -2.19845363e-01 -1.78492813e-01 -1.96988789e-01
8.72933933e-02 1.74488189e-01]
[ -2.47057886e-01 -2.60462331e-01 1.08961431e-01 2.50166916e-01
-9.22697052e-02 -7.56486511e-02 -2.75702293e-03 -2.57147016e-01
-2.35212254e-01 -3.67243182e-02]
[ 1.17257013e-01 -1.13900748e-01 -1.64856238e-02 1.31928166e-01
-4.48645621e-02 -9.10370651e-02 1.68396751e-01 4.35767076e-03
3.89725647e-02 2.46116234e-02]
[ 3.68782777e-02 -7.51511273e-02 -2.11352570e-01 1.49438831e-01
-3.57721193e-02 8.51866258e-02 -5.92547551e-02 -1.99321968e-02
-9.17759250e-02 -5.47451484e-03]
[ -1.20276498e-01 -6.45999057e-02 -2.02347394e-01 1.57108004e-01
-4.44196062e-03 1.33892590e-01 7.08919667e-03 -2.50061408e-01
7.02848265e-02 -1.98482955e-01]
[ -7.47161921e-02 -4.93247395e-02 2.73358376e-01 9.09360476e-02
1.41812787e-01 -5.89122141e-02 -1.13710195e-01 1.20121186e-01
6.61147120e-02 2.53717363e-02]
[ 5.49961500e-02 -3.15508828e-02 8.75477926e-02 8.74394776e-02
6.40552581e-02 -1.67929157e-02 2.38383896e-01 1.20566895e-01
-3.06500321e-02 -6.55943394e-02]
[ 9.96154986e-03 -1.44349108e-01 -2.90004606e-01 -4.74280570e-02
1.76446601e-01 -9.24564654e-02 1.59627786e-01 1.64082898e-01
1.10182797e-01 -2.67153027e-02]
[ 4.73208155e-02 -1.73616168e-02 -1.17886460e-01 4.02440432e-02
-7.75228394e-02 3.23377969e-01 2.67668257e-01 2.04795756e-01
-1.64091801e-01 -6.46532073e-02]
[ -1.17173283e-03 -2.53918528e-02 1.20683679e-01 9.98403206e-02
1.11663891e-02 1.07371106e-01 -1.21721649e-01 -4.18743130e-02
2.08117132e-01 7.11901273e-02]
[ 1.07805130e-01 7.28402703e-02 -4.71128681e-02 -1.02439328e-01
-9.17665842e-02 -3.29265209e-01 1.15659120e-01 8.50028912e-03
1.40353603e-01 8.69724340e-02]
[ -9.95162256e-02 -1.34012489e-03 -1.55000570e-02 2.26404244e-02
8.33195450e-03 -2.03642654e-01 -8.64343747e-02 -1.98632888e-02
1.56046664e-02 1.28005857e-01]
[ -1.44547725e-01 -7.79171494e-02 -1.97322705e-01 -2.68414550e-03
-2.70819137e-01 -4.95062683e-03 -2.07303539e-03 -2.36495798e-02
3.92278373e-03 6.23243836e-02]
[ -3.19876038e-02 -8.74238840e-02 -7.54896480e-02 -1.30077248e-01
5.39278557e-01 2.76863092e-01 5.60113655e-01 1.12882622e-01
-1.83908449e-01 -3.78780842e-01]
[ -1.50567511e-02 -3.73869574e-01 -2.94125124e-02 -7.17108960e-02
6.56601110e-01 1.00561218e-01 5.10363796e-01 9.15773619e-02
3.02664361e-02 -3.81077092e-01]
[ 1.08767400e-02 -4.34051597e-01 -4.33324659e-02 -1.08116068e-01
6.79823489e-01 2.38981100e-02 4.84359758e-01 4.86962766e-02
-3.64041313e-01 -2.18839258e-01]
[ -1.66934407e-01 -5.76480905e-01 -8.15794907e-03 -1.99894914e-01
7.57764336e-01 -9.15962013e-02 6.05383048e-01 -8.24673316e-02
-6.51038692e-02 8.52039729e-02]
[ -2.88955417e-01 -3.83647476e-01 5.69523875e-02 -4.44277068e-02
9.10685757e-01 1.41359593e-01 4.03741270e-01 4.79038263e-02
-8.66395147e-02 -1.33140168e-01]
[ -2.00809586e-01 -2.86292781e-01 2.52392872e-01 -2.39836578e-01
6.53636929e-01 -4.53246633e-02 6.70781152e-01 1.33840587e-02
-2.54184680e-01 -2.55297538e-02]
[ -1.27101040e-01 -2.13425925e-01 -1.79596557e-01 -9.82559524e-02
4.79526588e-01 -2.31024312e-01 1.68968746e-01 1.69291665e-01
-7.00683539e-03 -1.16220920e-01]
[ 1.18848417e-01 2.58141175e-01 1.67547608e-01 -7.97637142e-02
-1.12868856e-01 4.64634127e-02 -1.66379519e-01 2.84028137e-01
8.36030543e-02 1.86966014e-01]
[ 3.47419865e-01 3.08818524e-01 -8.43280674e-02 3.10839494e-01
-8.76870985e-01 -2.86749235e-01 -4.67916917e-01 1.77356010e-01
3.78837308e-01 -3.75075888e-02]
[ 4.43976928e-02 1.33197451e-01 2.51798959e-01 2.46728213e-01
-4.80373637e-02 -1.94725330e-01 -1.72384941e-01 -1.33196499e-01
-1.42611808e-01 -2.92337025e-01]
[ 2.47094599e-02 -5.71390138e-02 -1.17798496e-01 -5.24331263e-02
2.37726394e-01 4.04871831e-02 -8.97953798e-03 -1.84363587e-01
3.55036833e-02 2.09804661e-01]
[ 1.72639973e-03 -5.20447192e-02 -6.64825348e-02 -4.98911829e-02
-2.21473290e-02 -1.76984136e-01 8.60294751e-02 1.01620846e-02
3.80253948e-02 7.06550403e-03]
[ 3.06472824e-02 7.30776394e-02 2.44908583e-01 7.64673772e-02
-2.34771634e-01 -1.35411934e-01 1.08655204e-01 3.97851280e-02
-1.83850517e-01 1.10107146e-01]
[ 7.43060588e-02 3.70496921e-02 1.09016221e-01 1.17382038e-02
-2.51008509e-01 6.78772896e-02 6.00922302e-02 -2.70424372e-01
-1.39496958e-02 -8.44650024e-02]
[ -7.92992837e-03 9.80282519e-02 8.60262018e-02 -2.47184019e-02
-5.37717990e-02 1.79510333e-01 9.19690168e-02 1.18837061e-01
-1.75005557e-02 1.78500275e-01]
[ 2.12751694e-01 4.70247780e-02 2.50998845e-02 6.99921970e-02
7.80669702e-02 -1.95304259e-02 -1.40737196e-01 1.47689092e-01
-6.30660259e-02 -3.09816685e-02]
[ 4.01739468e-02 -1.85597548e-02 1.60751608e-02 3.82249305e-02
-3.97482288e-01 -1.22027686e-01 -1.98291319e-01 4.10766929e-02
1.17578637e-01 1.91220199e-01]
[ 4.15738310e-02 5.14832855e-01 1.20869318e-01 4.10151526e-01
-1.08933509e+00 -3.03777666e-01 -6.08205136e-01 -7.26979589e-02
2.84508377e-01 3.28185580e-01]
[ 1.81844908e-01 5.12348585e-01 6.66071527e-02 4.26382523e-01
-8.84908213e-01 -8.51995275e-02 -4.54062250e-01 1.51323450e-01
2.10909996e-01 4.90399729e-01]
[ 2.56947178e-01 3.00044232e-01 2.46215818e-01 1.45787543e-01
-4.11061656e-01 8.07203711e-02 -2.09703787e-01 1.62687943e-01
2.38195447e-01 7.67778029e-02]
[ -7.38513288e-02 2.17546320e-01 2.41674186e-01 1.64280739e-02
-3.55331659e-02 1.30879409e-01 -9.69016528e-02 -1.51191679e-02
-3.31073521e-02 5.05617186e-02]
[ -9.44984416e-02 1.62107567e-03 2.67121303e-02 9.88944290e-02
-6.60666595e-02 1.14403606e-01 2.47271655e-01 2.06107055e-02
-2.70380599e-01 -8.78319673e-02]
[ -2.20553087e-01 -2.59585329e-02 -9.34185469e-02 -3.44926870e-01
1.84534128e-01 1.19946380e-01 1.04980156e-01 1.03437784e-01
-2.08023107e-01 3.12878537e-02]
[ 1.01687466e-02 -3.80724903e-01 -1.27448937e-01 -1.62349930e-01
3.74537543e-01 2.62845009e-02 1.78613642e-01 1.52506116e-01
-1.65712829e-01 -2.21855760e-01]
[ 1.39195187e-01 -1.91352393e-01 -1.42683013e-01 1.69501873e-03
7.69817415e-02 -5.82900405e-02 3.00705038e-02 -1.49804042e-01
1.33511202e-01 -1.19222094e-01]
[ -1.21160095e-01 9.61920576e-02 2.60014383e-01 -1.83656978e-02
1.78441214e-01 8.51975389e-02 2.56921208e-02 -2.98341386e-01
-1.19096459e-01 -6.41760109e-02]
[ -3.55160699e-01 4.30597906e-02 1.02400451e-02 -3.75598511e-02
1.79688961e-01 -1.69587997e-01 2.32865895e-03 2.34113991e-01
-9.63219285e-02 6.69941285e-02]
[ 1.47264888e-01 5.55282729e-02 -2.35683681e-01 -8.65402223e-02
1.15716582e-01 -2.95434345e-01 4.32922104e-02 -1.67904086e-01
-1.31711678e-04 -1.89289477e-01]
[ 2.13754223e-01 -1.59787303e-01 6.45573001e-02 -1.96284083e-02
7.95017209e-02 -3.51278771e-02 1.14757955e-02 -1.36625308e-01
1.15087408e-01 -1.76532209e-01]
[ -1.10346949e-01 -6.98261788e-02 1.18805955e-01 1.00891455e-01
6.76060689e-02 -1.10730941e-01 2.63285573e-01 -7.81749299e-02
1.78051915e-01 -1.19457305e-02]
[ 2.40471189e-05 -1.78685404e-01 2.02983709e-01 -2.42048843e-01
1.77472251e-03 1.14277108e-01 5.94756913e-02 -1.15964619e-01
2.50143783e-02 2.23737175e-01]]
[[ 0.61515277]
[ 1.54381647]
[ 0.27207117]
[ 0.86823557]
[-2.65835295]
[-0.26409785]
[-1.57248325]
[ 0.06002507]
[ 0.68268765]
[ 0.89184629]]
Progress: 28.9% ... Training loss: 0.287 ... Validation loss: 0.457[[ 1.60250715e-01 1.99173300e-01 -1.07567414e-01 1.07789790e-01
-5.19646167e-01 -7.09953626e-02 -4.89433312e-02 1.22581831e-01
-6.44499632e-02 1.83400186e-01]
[ 1.23988336e-02 1.54292656e-01 -2.03913113e-02 4.09082650e-02
1.00916868e-01 -5.34547521e-03 3.11549459e-01 4.11052698e-02
1.38619477e-01 -3.08000272e-02]
[ 1.72177991e-01 5.66336052e-01 1.02867685e-02 -1.42777953e-02
3.49349685e-01 -2.68730286e-02 -6.39789520e-01 -3.93921763e-02
5.43351769e-02 2.72401785e-01]
[ 6.20628692e-04 -3.03334496e-01 -2.24008472e-01 7.68307569e-02
-3.21180081e-02 1.52420569e-01 1.32155772e-01 5.80337320e-02
5.00422335e-02 1.79500431e-01]
[ -7.87505617e-03 1.36207949e-01 -1.44846078e-01 4.79017998e-02
3.30923531e-02 -1.82018904e-01 4.69050488e-02 -1.18499707e-01
-1.81588417e-01 -9.30700036e-03]
[ -3.62418746e-01 -4.98014792e-01 -2.88949579e-01 1.71312088e-01
7.95960368e-02 3.85655239e-02 1.86052096e-01 -3.58313354e-02
-2.85776386e-03 1.48586423e-02]
[ -6.98269256e-03 -2.04150520e-01 8.51046881e-03 8.61313359e-02
2.57212995e-03 -7.00897020e-02 1.82443034e-01 -1.90631989e-01
1.87116943e-01 2.55288829e-02]
[ 1.12698772e-01 -2.39430221e-01 3.47387097e-02 -6.76801866e-02
8.99660816e-02 -4.76116653e-02 7.33748943e-02 1.20675577e-01
8.02042370e-02 -2.39913316e-02]
[ -1.74426864e-01 -1.16844348e-01 -3.05035449e-01 -2.46680767e-02
6.88885237e-03 7.02805471e-02 -1.70934306e-01 -2.88478944e-02
2.58409493e-01 -1.33028571e-01]
[ 6.99858002e-02 -3.34050118e-01 9.61761235e-02 5.06422038e-02
1.08167814e-02 -1.21639868e-01 1.23290338e-01 -1.01081436e-01
3.39517125e-02 1.28557024e-01]
[ -8.61707783e-02 -8.58660139e-03 -1.95806932e-03 -1.55495392e-01
3.98775271e-02 2.21230600e-02 1.53755201e-01 -1.02962126e-01
-2.16536623e-02 -1.33101890e-01]
[ -1.21186916e-01 -1.19597856e-01 -7.22772048e-02 -1.30853295e-02
3.94664508e-01 1.03519809e-01 8.08315403e-02 -1.66340030e-02
-1.76036022e-01 -2.20092244e-01]
[ -1.56914312e-01 4.41011305e-03 6.19472100e-02 2.18000982e-02
-1.72564343e-01 -2.19751303e-01 -1.78020083e-01 -1.97010152e-01
8.70315001e-02 1.74141086e-01]
[ -2.47606168e-01 -2.61690494e-01 1.08702810e-01 2.49391064e-01
-9.05268803e-02 -7.54260965e-02 -1.41672742e-03 -2.57204356e-01
-2.35845637e-01 -3.76324141e-02]
[ 1.17204309e-01 -1.14116987e-01 -1.65071351e-02 1.31847609e-01
-4.48372414e-02 -9.10216792e-02 1.68656731e-01 4.35331047e-03
3.89231925e-02 2.45350104e-02]
[ 3.74131234e-02 -7.40445375e-02 -2.11113642e-01 1.50077713e-01
-3.77885484e-02 8.49760212e-02 -6.04095905e-02 -1.98777100e-02
-9.11511857e-02 -4.85081102e-03]
[ -1.20642122e-01 -6.53408530e-02 -2.02509341e-01 1.56574013e-01
-2.71001188e-03 1.34046191e-01 7.98640694e-03 -2.50079868e-01
6.98929416e-02 -1.98992010e-01]
[ -7.41196441e-02 -4.82570930e-02 2.73617420e-01 9.17892525e-02
1.39482849e-01 -5.91715017e-02 -1.15156626e-01 1.20179526e-01
6.67612026e-02 2.62271185e-02]
[ 5.52766121e-02 -3.05939494e-02 8.76947914e-02 8.78955981e-02
6.25205081e-02 -1.69034963e-02 2.37434313e-01 1.20600846e-01
-3.03102288e-02 -6.50992734e-02]
[ 9.75566629e-03 -1.45373763e-01 -2.90111813e-01 -4.78842894e-02
1.77352956e-01 -9.23220542e-02 1.60334756e-01 1.64057237e-01
1.09887116e-01 -2.71853213e-02]
[ 4.78155885e-02 -1.63073442e-02 -1.17679123e-01 4.09352640e-02
-7.97240759e-02 3.23177935e-01 2.66539071e-01 2.04843617e-01
-1.63556839e-01 -6.39672218e-02]
[ -6.32589869e-04 -2.40144389e-02 1.20930783e-01 1.00610819e-01
8.78649603e-03 1.07133944e-01 -1.22741771e-01 -4.18153331e-02
2.08710342e-01 7.18375353e-02]
[ 1.07999287e-01 7.33797587e-02 -4.70082484e-02 -1.02096087e-01
-9.22818208e-02 -3.29384588e-01 1.15292717e-01 8.52559208e-03
1.40515678e-01 8.72012666e-02]
[ -9.90514160e-02 -1.70123083e-04 -1.52985010e-02 2.32928940e-02
6.61804388e-03 -2.03823921e-01 -8.75949991e-02 -1.98185064e-02
1.61064261e-02 1.28684641e-01]
[ -1.44595493e-01 -7.80996251e-02 -1.97348287e-01 -2.76338888e-03
-2.70689443e-01 -4.92420317e-03 -1.90173136e-03 -2.36545609e-02
3.86346502e-03 6.22382101e-02]
[ -3.19641009e-02 -8.74415946e-02 -7.54885563e-02 -1.30093397e-01
5.39421037e-01 2.76861187e-01 5.60116207e-01 1.12883026e-01
-1.83899755e-01 -3.78761643e-01]
[ -1.49607127e-02 -3.73810017e-01 -2.93754888e-02 -7.15750689e-02
6.56297816e-01 1.00521031e-01 5.10283371e-01 9.15862018e-02
3.03719131e-02 -3.80957689e-01]
[ 1.06746689e-02 -4.34507711e-01 -4.34326913e-02 -1.08436819e-01
6.80744369e-01 2.39936333e-02 4.84900206e-01 4.86746424e-02
-3.64290169e-01 -2.19163583e-01]
[ -1.67185360e-01 -5.76995712e-01 -8.26884851e-03 -2.00247419e-01
7.58777485e-01 -9.14901301e-02 6.05975218e-01 -8.24908963e-02
-6.53763279e-02 8.48625957e-02]
[ -2.88862578e-01 -3.83460430e-01 5.69942396e-02 -4.42861988e-02
9.10322941e-01 1.41316842e-01 4.03525657e-01 4.79133770e-02
-8.65288034e-02 -1.33000283e-01]
[ -2.00775990e-01 -2.86440747e-01 2.52420478e-01 -2.39735129e-01
6.53357266e-01 -4.53560850e-02 6.70890401e-01 1.33909149e-02
-2.54109269e-01 -2.54347459e-02]
[ -1.27052582e-01 -2.13428820e-01 -1.79575886e-01 -9.81898467e-02
4.79353549e-01 -2.31046349e-01 1.68870710e-01 1.69296230e-01
-6.96347694e-03 -1.16146846e-01]
[ 1.19059938e-01 2.58396371e-01 1.67616056e-01 -7.95337644e-02
-1.13426068e-01 4.64472267e-02 -1.66855473e-01 2.84047612e-01
8.38205234e-02 1.87417160e-01]
[ 3.47733134e-01 3.09670864e-01 -8.41730713e-02 3.11339615e-01
-8.78208685e-01 -2.86897265e-01 -4.68800377e-01 1.77391670e-01
3.79201076e-01 -3.69836958e-02]
[ 4.46946391e-02 1.33548874e-01 2.51931107e-01 2.47124574e-01
-4.93090214e-02 -1.94853531e-01 -1.72886881e-01 -1.33164980e-01
-1.42270174e-01 -2.91909434e-01]
[ 2.46824900e-02 -5.71765771e-02 -1.17810782e-01 -5.24718205e-02
2.37845921e-01 4.04990653e-02 -8.93079105e-03 -1.84366170e-01
3.54727492e-02 2.09766538e-01]
[ 1.78324462e-03 -5.18771243e-02 -6.64579559e-02 -4.98107108e-02
-2.22983440e-02 -1.77018397e-01 8.58417753e-02 1.01679111e-02
3.80828788e-02 7.14410176e-03]
[ 3.05096013e-02 7.28910740e-02 2.44838141e-01 7.62469257e-02
-2.34302607e-01 -1.35343754e-01 1.08888446e-01 3.97697572e-02
-1.84017135e-01 1.09876736e-01]
[ 7.32470502e-02 3.45359326e-02 1.08542739e-01 1.01977790e-02
-2.46568966e-01 6.83190638e-02 6.25989715e-02 -2.70520247e-01
-1.51601370e-02 -8.60106655e-02]
[ -8.31930040e-03 9.72826807e-02 8.58324243e-02 -2.53545803e-02
-5.23935925e-02 1.79683653e-01 9.27628100e-02 1.18794695e-01
-1.80155865e-02 1.77851844e-01]
[ 2.12844865e-01 4.71836499e-02 2.51030255e-02 7.00133400e-02
7.76371648e-02 -1.95512645e-02 -1.41081130e-01 1.47690461e-01
-6.30602837e-02 -3.09611758e-02]
[ 3.98111678e-02 -1.93106982e-02 1.58946620e-02 3.76542631e-02
-3.95919324e-01 -1.21857802e-01 -1.97327068e-01 4.10380902e-02
1.17118561e-01 1.90594591e-01]
[ 4.22192167e-02 5.16503913e-01 1.21139621e-01 4.10925112e-01
-1.09153256e+00 -3.04031985e-01 -6.09696662e-01 -7.26354763e-02
2.85220465e-01 3.28972433e-01]
[ 1.84014868e-01 5.17276234e-01 6.77035700e-02 4.29823082e-01
-8.95513897e-01 -8.61998385e-02 -4.58795128e-01 1.51564649e-01
2.13493791e-01 4.93219186e-01]
[ 2.57407240e-01 3.01120032e-01 2.46411395e-01 1.46429612e-01
-4.12791343e-01 8.05314782e-02 -2.10862235e-01 1.62731472e-01
2.38685787e-01 7.74420269e-02]
[ -7.41236198e-02 2.16938667e-01 2.41552814e-01 1.60210235e-02
-3.43812424e-02 1.31003011e-01 -9.63377111e-02 -1.51477391e-02
-3.34169215e-02 5.01948519e-02]
[ -9.43817329e-02 2.08557717e-03 2.67581156e-02 9.90595168e-02
-6.65104049e-02 1.14351951e-01 2.46974516e-01 2.06273456e-02
-2.70232254e-01 -8.76596955e-02]
[ -2.20582752e-01 -2.60304530e-02 -9.34313020e-02 -3.44969711e-01
1.84660430e-01 1.19954858e-01 1.05069863e-01 1.03434964e-01
-2.08050345e-01 3.12418281e-02]
[ 1.01257094e-02 -3.80962604e-01 -1.27462320e-01 -1.62418694e-01
3.74903084e-01 2.63008432e-02 1.78784427e-01 1.52502488e-01
-1.65762522e-01 -2.21915821e-01]
[ 1.38672538e-01 -1.92709669e-01 -1.42936507e-01 9.30178625e-04
7.91967214e-02 -5.80693843e-02 3.14913299e-02 -1.49856564e-01
1.32902357e-01 -1.19990342e-01]
[ -1.20945184e-01 9.66128752e-02 2.60113652e-01 -1.80527636e-02
1.77110359e-01 8.51023697e-02 2.53062442e-02 -2.98298864e-01
-1.18789203e-01 -6.39994443e-02]
[ -3.53756442e-01 4.63445041e-02 1.08291330e-02 -3.57084635e-02
1.74297227e-01 -1.70169487e-01 -9.21385993e-04 2.34247637e-01
-9.47908393e-02 6.87396615e-02]
[ 1.47693976e-01 5.70471296e-02 -2.35392131e-01 -8.57022642e-02
1.13001642e-01 -2.95670251e-01 4.22571466e-02 -1.67840225e-01
3.66898259e-04 -1.88746010e-01]
[ 2.13928370e-01 -1.59790009e-01 6.46176291e-02 -1.94653800e-02
7.88400004e-02 -3.51762465e-02 1.14373086e-02 -1.36611610e-01
1.15225421e-01 -1.76400813e-01]
[ -1.10082768e-01 -6.96208868e-02 1.18920343e-01 1.01215406e-01
6.66825158e-02 -1.10842788e-01 2.62766917e-01 -7.81487199e-02
1.78329894e-01 -1.15591579e-02]
[ -5.54130134e-05 -1.78875235e-01 2.02913299e-01 -2.42293500e-01
2.42929485e-03 1.14363296e-01 5.94315694e-02 -1.15979133e-01
2.48436784e-02 2.23687093e-01]]
[[ 0.62212918]
[ 1.55188762]
[ 0.2773454 ]
[ 0.87717501]
[-2.6561223 ]
[-0.2578944 ]
[-1.56874182]
[ 0.06903275]
[ 0.6913153 ]
[ 0.90137797]]
Progress: 28.9% ... Training loss: 0.287 ... Validation loss: 0.460[[ 1.58227073e-01 1.94243247e-01 -1.08479422e-01 1.04850069e-01
-5.11815558e-01 -7.01047130e-02 -4.43183679e-02 1.22346593e-01
-6.66444055e-02 1.80283231e-01]
[ 1.25252280e-02 1.54467996e-01 -2.03293729e-02 4.11071149e-02
1.00310806e-01 -5.40633083e-03 3.11392814e-01 4.11211285e-02
1.38762277e-01 -3.06055528e-02]
[ 1.72706374e-01 5.69126665e-01 1.04964778e-02 -1.37661720e-02
3.48870889e-01 -2.70540195e-02 -6.42423469e-01 -3.93463489e-02
5.51357853e-02 2.73012832e-01]
[ 1.13882321e-04 -3.05441198e-01 -2.24263778e-01 7.60073899e-02
-2.83521628e-02 1.52632804e-01 1.35012814e-01 5.79569140e-02
4.94078560e-02 1.78550788e-01]
[ -6.08623535e-03 1.41392174e-01 -1.43861457e-01 5.08946322e-02
2.52981807e-02 -1.82899945e-01 4.16732989e-02 -1.18259212e-01
-1.79595151e-01 -6.35539766e-03]
[ -3.63520045e-01 -5.00845274e-01 -2.89426497e-01 1.69898676e-01
8.30784712e-02 3.90267178e-02 1.89012709e-01 -3.59571666e-02
-4.06564691e-03 1.32394249e-02]
[ -8.47392271e-03 -2.08550609e-01 7.80413360e-03 8.40782479e-02
8.34779971e-03 -6.94320933e-02 1.86307334e-01 -1.90799346e-01
1.85622449e-01 2.33321288e-02]
[ 1.12392856e-01 -2.39771201e-01 3.46459902e-02 -6.80962460e-02
9.13498513e-02 -4.75241495e-02 7.38315495e-02 1.20639389e-01
7.99463503e-02 -2.45206303e-02]
[ -1.75555562e-01 -1.19781085e-01 -3.05493386e-01 -2.62383025e-02
1.17295362e-02 7.07106561e-02 -1.68148452e-01 -2.89712719e-02
2.57238858e-01 -1.34603303e-01]
[ 6.77059056e-02 -3.39665226e-01 9.51777149e-02 4.75054035e-02
1.92971600e-02 -1.20688173e-01 1.28568527e-01 -1.01330346e-01
3.16533395e-02 1.25271896e-01]
[ -8.75235072e-02 -1.20480335e-02 -2.56362302e-03 -1.57390779e-01
4.48933227e-02 2.26697492e-02 1.57265858e-01 -1.03128460e-01
-2.30930561e-02 -1.35215887e-01]
[ -1.21581438e-01 -1.21029603e-01 -7.24071523e-02 -1.35059273e-02
3.96650891e-01 1.03657853e-01 8.21101169e-02 -1.66715120e-02
-1.76429154e-01 -2.20613121e-01]
[ -1.56914312e-01 4.41011305e-03 6.19472100e-02 2.18000982e-02
-1.72564343e-01 -2.19751303e-01 -1.78020083e-01 -1.97010152e-01
8.70315001e-02 1.74141086e-01]
[ -2.47682752e-01 -2.62343816e-01 1.08677841e-01 2.49346671e-01
-9.04548273e-02 -7.53867296e-02 -8.27997509e-04 -2.57214832e-01
-2.35929256e-01 -3.77933424e-02]
[ 1.16445952e-01 -1.15688288e-01 -1.68341740e-02 1.30841423e-01
-4.25250726e-02 -9.07141535e-02 1.70350383e-01 4.26912857e-03
3.81128904e-02 2.34772162e-02]
[ 3.68607244e-02 -7.56113187e-02 -2.11365660e-01 1.49373908e-01
-3.57665831e-02 8.51876587e-02 -5.89187183e-02 -1.99397362e-02
-9.17640534e-02 -5.65681841e-03]
[ -1.21199873e-01 -6.68242025e-02 -2.02741479e-01 1.55814462e-01
-4.38199632e-04 1.34268452e-01 9.34264737e-03 -2.50132350e-01
6.92965842e-02 -1.99802915e-01]
[ -7.36248475e-02 -4.71395574e-02 2.73820175e-01 9.25053209e-02
1.37564644e-01 -5.93814181e-02 -1.16288700e-01 1.20234775e-01
6.73241221e-02 2.68911672e-02]
[ 5.38278632e-02 -3.43797744e-02 8.70029727e-02 8.57785052e-02
6.83811422e-02 -1.62310627e-02 2.41066373e-01 1.20426282e-01
-3.18247643e-02 -6.71645749e-02]
[ 9.91471504e-03 -1.44661553e-01 -2.90018544e-01 -4.75867146e-02
1.76681104e-01 -9.24238880e-02 1.59655609e-01 1.64079100e-01
1.10134608e-01 -2.68242156e-02]
[ 4.75293191e-02 -1.72554221e-02 -1.17803540e-01 4.04546981e-02
-7.82428453e-02 3.23308462e-01 2.67277020e-01 2.04803131e-01
-1.63900468e-01 -6.44875616e-02]
[ -1.04322725e-03 -2.46415359e-02 1.20775043e-01 1.00079852e-01
1.02438723e-02 1.07272878e-01 -1.21817256e-01 -4.18574250e-02
2.08375958e-01 7.11496719e-02]
[ 1.07300280e-01 7.17204236e-02 -4.72936979e-02 -1.03101573e-01
-8.92411712e-02 -3.29104032e-01 1.16946496e-01 8.44815917e-03
1.39728262e-01 8.61807482e-02]
[ -9.89591152e-02 -1.19121701e-04 -1.52532459e-02 2.34577335e-02
6.22231361e-03 -2.03874386e-01 -8.77818351e-02 -1.98063030e-02
1.62350840e-02 1.28853523e-01]
[ -1.44579030e-01 -7.81935720e-02 -1.97329886e-01 -2.74661087e-03
-2.70738987e-01 -4.92880178e-03 -1.91405022e-03 -2.36528894e-02
3.87660943e-03 6.22538293e-02]
[ -3.24160400e-02 -8.85214473e-02 -7.56886986e-02 -1.30744255e-01
5.41439087e-01 2.77055098e-01 5.61051440e-01 1.12832759e-01
-1.84414597e-01 -3.79409525e-01]
[ -1.52699246e-02 -3.74731158e-01 -2.95277354e-02 -7.20389612e-02
6.57605877e-01 1.00640115e-01 5.11079615e-01 9.15499768e-02
3.00446958e-02 -3.81431506e-01]
[ 1.07563295e-02 -4.34502468e-01 -4.33985029e-02 -1.08302227e-01
6.80557984e-01 2.39535033e-02 4.84742045e-01 4.86837586e-02
-3.64177226e-01 -2.19017812e-01]
[ -1.67754484e-01 -5.78252953e-01 -8.52549347e-03 -2.01065885e-01
7.61090028e-01 -9.12556946e-02 6.07211150e-01 -8.25523534e-02
-6.60099332e-02 8.41145753e-02]
[ -2.88833619e-01 -3.83388310e-01 5.70124195e-02 -4.42176697e-02
9.10403179e-01 1.41295799e-01 4.03520124e-01 4.79173412e-02
-8.64575026e-02 -1.32946488e-01]
[ -2.00217683e-01 -2.85756371e-01 2.52690551e-01 -2.38871845e-01
6.50872924e-01 -4.56075341e-02 6.70212971e-01 1.34566477e-02
-2.53454663e-01 -2.46014315e-02]
[ -1.27526492e-01 -2.14567194e-01 -1.79796339e-01 -9.89023601e-02
4.81519622e-01 -2.30836357e-01 1.70139911e-01 1.69242045e-01
-7.52200403e-03 -1.16832548e-01]
[ 1.18506940e-01 2.57103705e-01 1.67377825e-01 -8.02924789e-02
-1.11152907e-01 4.66562323e-02 -1.65520054e-01 2.83985175e-01
8.32313165e-02 1.86671387e-01]
[ 3.46323858e-01 3.06216633e-01 -8.48451882e-02 3.09275910e-01
-8.72885917e-01 -2.86266174e-01 -4.65241306e-01 1.77220438e-01
3.77706706e-01 -3.90912767e-02]
[ 4.44559651e-02 1.32865958e-01 2.51816222e-01 2.46724387e-01
-4.81182165e-02 -1.94757125e-01 -1.72306253e-01 -1.33195189e-01
-1.42569201e-01 -2.92314266e-01]
[ 2.46055774e-02 -5.74586594e-02 -1.17844291e-01 -5.25907514e-02
2.38119910e-01 4.05331525e-02 -8.71589915e-03 -1.84377715e-01
3.53838102e-02 2.09661428e-01]
[ 2.28888332e-03 -5.05308460e-02 -6.62192977e-02 -4.90487001e-02
-2.46278506e-02 -1.77234032e-01 8.45619619e-02 1.02276854e-02
3.86769702e-02 7.80204433e-03]
[ 3.06661407e-02 7.33360331e-02 2.44943192e-01 7.65041916e-02
-2.35155535e-01 -1.35388891e-01 1.08342113e-01 3.97900911e-02
-1.83800255e-01 1.10168544e-01]
[ 7.37472329e-02 3.58259309e-02 1.08771830e-01 1.09280795e-02
-2.48661257e-01 6.81060664e-02 6.13700034e-02 -2.70460762e-01
-1.45721579e-02 -8.53423147e-02]
[ -8.80508362e-03 9.62027875e-02 8.56276991e-02 -2.60425730e-02
-5.03405596e-02 1.79879851e-01 9.38664031e-02 1.18742142e-01
-1.85562889e-02 1.77165227e-01]
[ 2.13020251e-01 4.77271255e-02 2.51850465e-02 7.03052988e-02
7.69896368e-02 -1.96301678e-02 -1.41542808e-01 1.47712413e-01
-6.28174960e-02 -3.06784938e-02]
[ 3.93578972e-02 -2.03295514e-02 1.56917483e-02 3.70144900e-02
-3.94136642e-01 -1.21684439e-01 -1.96402625e-01 4.09887528e-02
1.16605030e-01 1.89963011e-01]
[ 4.17564329e-02 5.15397073e-01 1.20941374e-01 4.10264351e-01
-1.08958050e+00 -3.03820396e-01 -6.08729566e-01 -7.26863767e-02
2.84735586e-01 3.28299372e-01]
[ 1.83412845e-01 5.15674851e-01 6.74259796e-02 4.29054824e-01
-8.93634527e-01 -8.59701946e-02 -4.57268284e-01 1.51488152e-01
2.12812629e-01 4.92173183e-01]
[ 2.57067309e-01 3.00387483e-01 2.46265329e-01 1.45991825e-01
-4.11443861e-01 8.06723277e-02 -2.10047516e-01 1.62694025e-01
2.38311184e-01 7.69545185e-02]
[ -7.38663320e-02 2.17592323e-01 2.41669067e-01 1.64240192e-02
-3.55762474e-02 1.30891198e-01 -9.69896992e-02 -1.51140728e-02
-3.31024627e-02 5.05923743e-02]
[ -9.45518818e-02 1.76989889e-03 2.66958703e-02 9.88038644e-02
-6.57518104e-02 1.14426444e-01 2.47294693e-01 2.06075737e-02
-2.70423816e-01 -8.79089737e-02]
[ -2.20268338e-01 -2.53305275e-02 -9.32874281e-02 -3.44506932e-01
1.83300124e-01 1.19821276e-01 1.04325494e-01 1.03471350e-01
-2.07687212e-01 3.17117682e-02]
[ 1.01161766e-02 -3.81247224e-01 -1.27453604e-01 -1.62407703e-01
3.74815017e-01 2.62938115e-02 1.79022630e-01 1.52503386e-01
-1.65759426e-01 -2.21944181e-01]
[ 1.37480825e-01 -1.95846723e-01 -1.43463612e-01 -6.13718921e-04
8.33906924e-02 -5.75275476e-02 3.44217277e-02 -1.49991062e-01
1.31765725e-01 -1.21676599e-01]
[ -1.21659004e-01 9.47869995e-02 2.59790695e-01 -1.90777274e-02
1.79998810e-01 8.54061971e-02 2.70378262e-02 -2.98378639e-01
-1.19604836e-01 -6.50437247e-02]
[ -3.53927937e-01 4.55265854e-02 1.07474600e-02 -3.59912014e-02
1.75583867e-01 -1.70097298e-01 -5.69558896e-04 2.34215594e-01
-9.50071371e-02 6.83552094e-02]
[ 1.47436456e-01 5.64466722e-02 -2.35451815e-01 -8.60044901e-02
1.14056181e-01 -2.95590692e-01 4.29088452e-02 -1.67864387e-01
1.13117469e-04 -1.89077655e-01]
[ 2.13489632e-01 -1.61433931e-01 6.44301959e-02 -2.00669376e-02
8.06723550e-02 -3.50273993e-02 1.30087585e-02 -1.36651625e-01
1.14820391e-01 -1.77118079e-01]
[ -1.10987161e-01 -7.13187153e-02 1.18513165e-01 9.99930670e-02
6.99662456e-02 -1.10487925e-01 2.64651199e-01 -7.82498953e-02
1.77315824e-01 -1.28113768e-02]
[ -4.04878155e-04 -1.79660467e-01 2.02765418e-01 -2.42768564e-01
3.37216765e-03 1.14498600e-01 6.03777542e-02 -1.16020217e-01
2.45542235e-02 2.23183211e-01]]
[[ 0.60777367]
[ 1.54215833]
[ 0.26521107]
[ 0.86129623]
[-2.6650904 ]
[-0.27005436]
[-1.58355309]
[ 0.05579985]
[ 0.67466864]
[ 0.8876839 ]]
Progress: 28.9% ... Training loss: 0.289 ... Validation loss: 0.459[[ 1.60980664e-01 2.01023387e-01 -1.07365255e-01 1.08738985e-01
-5.21946287e-01 -7.13299300e-02 -5.12343864e-02 1.22591722e-01
-6.37905262e-02 1.84209888e-01]
[ 1.25252280e-02 1.54467996e-01 -2.03293729e-02 4.11071149e-02
1.00310806e-01 -5.40633083e-03 3.11392814e-01 4.11211285e-02
1.38762277e-01 -3.06055528e-02]
[ 1.73925173e-01 5.72656911e-01 1.08991371e-02 -1.22806974e-02
3.44623177e-01 -2.75462788e-02 -6.45434876e-01 -3.92541432e-02
5.63428823e-02 2.74489042e-01]
[ -2.25188648e-03 -3.09813967e-01 -2.25105494e-01 7.28125746e-02
-1.73155965e-02 1.53609805e-01 1.39434604e-01 5.77690147e-02
4.69383017e-02 1.75785443e-01]
[ -7.30623667e-03 1.38393248e-01 -1.44209040e-01 4.93833936e-02
2.74249359e-02 -1.82393157e-01 4.35404562e-02 -1.18390057e-01
-1.80567618e-01 -8.10653321e-03]
[ -3.63629985e-01 -5.01438555e-01 -2.89532043e-01 1.69603937e-01
8.36557976e-02 3.91151550e-02 1.89590435e-01 -3.59794603e-02
-4.31530795e-03 1.28840328e-02]
[ -7.94877209e-03 -2.07224064e-01 8.04864237e-03 8.49944417e-02
6.28841536e-03 -6.96955020e-02 1.84674581e-01 -1.90753992e-01
1.86189235e-01 2.42126625e-02]
[ 1.15063516e-01 -2.33584877e-01 3.57155736e-02 -6.44352893e-02
8.13426271e-02 -4.86713701e-02 6.77524107e-02 1.20883075e-01
8.27231736e-02 -2.09075848e-02]
[ -1.74947241e-01 -1.18708477e-01 -3.05190674e-01 -2.53228228e-02
8.75519713e-03 7.04005713e-02 -1.69601270e-01 -2.89106064e-02
2.57947897e-01 -1.33668007e-01]
[ 7.11155221e-02 -3.32201917e-01 9.65701937e-02 5.23639280e-02
5.53786190e-03 -1.22199414e-01 1.21088149e-01 -1.01012348e-01
3.52809005e-02 1.30068135e-01]
[ -8.66358114e-02 -1.01938762e-02 -2.19915898e-03 -1.56234518e-01
4.18099928e-02 2.22797044e-02 1.54503444e-01 -1.03057756e-01
-2.21757566e-02 -1.33992999e-01]
[ -1.22184558e-01 -1.22354874e-01 -7.26528364e-02 -1.43228218e-02
3.99029898e-01 1.03926861e-01 8.37659248e-02 -1.67328043e-02
-1.77171026e-01 -2.21558765e-01]
[ -1.56914312e-01 4.41011305e-03 6.19472100e-02 2.18000982e-02
-1.72564343e-01 -2.19751303e-01 -1.78020083e-01 -1.97010152e-01
8.70315001e-02 1.74141086e-01]
[ -2.47801436e-01 -2.62631111e-01 1.08623432e-01 2.49162057e-01
-9.00852519e-02 -7.53328012e-02 -5.62612673e-04 -2.57226245e-01
-2.36065157e-01 -3.79710202e-02]
[ 1.16366708e-01 -1.15858236e-01 -1.68706453e-02 1.30718967e-01
-4.21534644e-02 -9.06777520e-02 1.70490792e-01 4.26080116e-03
3.80202172e-02 2.33518156e-02]
[ 3.72466043e-02 -7.49274200e-02 -2.11229285e-01 1.49891846e-01
-3.71901808e-02 8.50135187e-02 -5.97619816e-02 -1.99070970e-02
-9.13584236e-02 -5.15792115e-03]
[ -1.20487111e-01 -6.54765989e-02 -2.02435032e-01 1.56847871e-01
-2.82832136e-03 1.33944557e-01 7.39195824e-03 -2.50071236e-01
7.00097865e-02 -1.98763778e-01]
[ -7.37867127e-02 -4.74536296e-02 2.73747358e-01 9.22689090e-02
1.38212582e-01 -5.93001633e-02 -1.15796818e-01 1.20220055e-01
6.71461271e-02 2.66447268e-02]
[ 5.38750929e-02 -3.37716857e-02 8.70424701e-02 8.60057786e-02
6.78261616e-02 -1.62936689e-02 2.40662060e-01 1.20432235e-01
-3.17010768e-02 -6.69532844e-02]
[ 9.26649128e-03 -1.46440304e-01 -2.90368796e-01 -4.87338909e-02
1.80118889e-01 -9.20830444e-02 1.61195711e-01 1.64008376e-01
1.09328410e-01 -2.79278226e-02]
[ 4.87201006e-02 -1.43247830e-02 -1.17279913e-01 4.21684808e-02
-8.36678799e-02 3.22780555e-01 2.64232983e-01 2.04914450e-01
-1.62548374e-01 -6.27966853e-02]
[ 9.53904582e-04 -2.00678013e-02 1.21616572e-01 1.02978815e-01
2.73521806e-03 1.06382492e-01 -1.26030550e-01 -4.16669461e-02
2.10451215e-01 7.39606776e-02]
[ 1.07567860e-01 7.25162623e-02 -4.71373641e-02 -1.02717787e-01
-9.04639052e-02 -3.29251874e-01 1.16285222e-01 8.47513211e-03
1.39985401e-01 8.66018366e-02]
[ -9.90024606e-02 -2.52514148e-04 -1.52666273e-02 2.34160075e-02
6.05638671e-03 -2.03858886e-01 -8.77762333e-02 -1.98096680e-02
1.62530194e-02 1.28792597e-01]
[ -1.44434840e-01 -7.84577212e-02 -1.97295105e-01 -2.59148615e-03
-2.71338465e-01 -4.96223082e-03 -1.82754195e-03 -2.36454060e-02
3.94741893e-03 6.23690689e-02]
[ -3.25033012e-02 -8.87294434e-02 -7.57154254e-02 -1.30861334e-01
5.41853321e-01 2.77095016e-01 5.61233121e-01 1.12824987e-01
-1.84506677e-01 -3.79529376e-01]
[ -1.51682938e-02 -3.74571598e-01 -2.94848420e-02 -7.18971807e-02
6.57201595e-01 1.00594960e-01 5.10887955e-01 9.15585040e-02
3.01533807e-02 -3.81296693e-01]
[ 1.06755381e-02 -4.34695798e-01 -4.34358924e-02 -1.08423584e-01
6.80897341e-01 2.39914205e-02 4.84984934e-01 4.86758314e-02
-3.64271282e-01 -2.19124317e-01]
[ -1.67911996e-01 -5.78592043e-01 -8.60107424e-03 -2.01302311e-01
7.61781264e-01 -9.11810792e-02 6.07638100e-01 -8.25675156e-02
-6.61886088e-02 8.38823388e-02]
[ -2.88844226e-01 -3.83512463e-01 5.70103159e-02 -4.42233634e-02
9.10355124e-01 1.41297198e-01 4.03590786e-01 4.79170531e-02
-8.64629945e-02 -1.32961730e-01]
[ -2.00092013e-01 -2.85563924e-01 2.52745437e-01 -2.38689849e-01
6.50464593e-01 -4.56621326e-02 6.70046966e-01 1.34675320e-02
-2.53308950e-01 -2.44253875e-02]
[ -1.27556190e-01 -2.14633980e-01 -1.79811912e-01 -9.89603130e-02
4.81780787e-01 -2.30819857e-01 1.70158664e-01 1.69238560e-01
-7.57433226e-03 -1.16888780e-01]
[ 1.18184484e-01 2.55870252e-01 1.67203758e-01 -8.08380493e-02
-1.09333487e-01 4.68332399e-02 -1.64524349e-01 2.83955784e-01
8.28584135e-02 1.86205169e-01]
[ 3.47449613e-01 3.09257531e-01 -8.43020195e-02 3.10931757e-01
-8.76521313e-01 -2.86847676e-01 -4.68348965e-01 1.77331951e-01
3.78827026e-01 -3.72967979e-02]
[ 4.48495670e-02 1.33917101e-01 2.51989227e-01 2.47291661e-01
-4.99335955e-02 -1.94926481e-01 -1.73364931e-01 -1.33159451e-01
-1.42101922e-01 -2.91726135e-01]
[ 2.44923092e-02 -5.77093461e-02 -1.17889973e-01 -5.27497496e-02
2.38648713e-01 4.05830439e-02 -8.42267304e-03 -1.84388095e-01
3.52619032e-02 2.09535226e-01]
[ 2.10116461e-03 -5.12255931e-02 -6.63376966e-02 -4.93814086e-02
-2.36181865e-02 -1.77146999e-01 8.50638533e-02 1.02058364e-02
3.84243657e-02 7.47242074e-03]
[ 3.01294901e-02 7.21343402e-02 2.44713468e-01 7.57079204e-02
-2.32827203e-01 -1.35146028e-01 1.09643302e-01 3.97389609e-02
-1.84406021e-01 1.09361967e-01]
[ 7.40610878e-02 3.67203502e-02 1.08919406e-01 1.13871465e-02
-2.50187053e-01 6.79630777e-02 6.03592177e-02 -2.70434373e-01
-1.41954663e-02 -8.48596687e-02]
[ -7.83396447e-03 9.83225582e-02 8.60557763e-02 -2.46596369e-02
-5.46286411e-02 1.79462874e-01 9.12786397e-02 1.18822319e-01
-1.74944488e-02 1.78552778e-01]
[ 2.13292641e-01 4.85199311e-02 2.52843402e-02 7.06312306e-02
7.57513684e-02 -1.97485656e-02 -1.42274274e-01 1.47736600e-01
-6.25929039e-02 -3.03017592e-02]
[ 3.92749681e-02 -2.03648032e-02 1.56503531e-02 3.68791380e-02
-3.93848141e-01 -1.21642894e-01 -1.96282973e-01 4.09804706e-02
1.16504334e-01 1.89777804e-01]
[ 4.13522128e-02 5.13934954e-01 1.20685928e-01 4.09697433e-01
-1.08777698e+00 -3.03598857e-01 -6.06783616e-01 -7.27308851e-02
2.84166700e-01 3.27499906e-01]
[ 1.83996959e-01 5.16792127e-01 6.76597718e-02 4.29907832e-01
-8.96036119e-01 -8.62213600e-02 -4.58368810e-01 1.51543132e-01
2.13449976e-01 4.92864705e-01]
[ 2.57234347e-01 3.00760610e-01 2.46335559e-01 1.46224753e-01
-4.12121684e-01 8.05995846e-02 -2.10456572e-01 1.62708915e-01
2.38485747e-01 7.71953514e-02]
[ -7.31021889e-02 2.19564022e-01 2.42010073e-01 1.75583568e-02
-3.90433888e-02 1.30539807e-01 -9.90229483e-02 -1.50414520e-02
-3.22199320e-02 5.16977839e-02]
[ -9.40650955e-02 3.03370377e-03 2.69080794e-02 9.95279243e-02
-6.79218215e-02 1.14199534e-01 2.45993671e-01 2.06547981e-02
-2.69851077e-01 -8.71659465e-02]
[ -2.20047445e-01 -2.47877112e-02 -9.31818798e-02 -3.44158719e-01
1.82220727e-01 1.19710613e-01 1.03729073e-01 1.03493979e-01
-2.07412151e-01 3.20687243e-02]
[ 1.02964861e-02 -3.80965491e-01 -1.27371943e-01 -1.62142866e-01
3.74026722e-01 2.62131513e-02 1.78631390e-01 1.52521213e-01
-1.65558406e-01 -2.21705483e-01]
[ 1.37615376e-01 -1.95909720e-01 -1.43432107e-01 -4.55437767e-04
8.26286924e-02 -5.75727677e-02 3.40641528e-02 -1.49980085e-01
1.31983522e-01 -1.21441290e-01]
[ -1.21144291e-01 9.58594844e-02 2.60024301e-01 -1.83151956e-02
1.77772753e-01 8.51696893e-02 2.58596885e-02 -2.98329050e-01
-1.19002987e-01 -6.43307118e-02]
[ -3.52932867e-01 4.72907480e-02 1.10519665e-02 -3.47562237e-02
1.72296706e-01 -1.70470281e-01 -1.80017102e-03 2.34294263e-01
-9.41366197e-02 6.94369285e-02]
[ 1.46982002e-01 5.53541292e-02 -2.35644143e-01 -8.67173709e-02
1.16036959e-01 -2.95410327e-01 4.39505999e-02 -1.67910930e-01
-4.32100043e-04 -1.89781512e-01]
[ 2.14556979e-01 -1.58621488e-01 6.49287392e-02 -1.84584289e-02
7.71547793e-02 -3.55564715e-02 9.94762033e-03 -1.36543248e-01
1.15921176e-01 -1.75443512e-01]
[ -1.10960125e-01 -7.10629642e-02 1.18537251e-01 1.00130597e-01
6.96229115e-02 -1.10503560e-01 2.64467044e-01 -7.82471957e-02
1.77344860e-01 -1.27378841e-02]
[ 1.00505086e-03 -1.76417574e-01 2.03376759e-01 -2.40759622e-01
-2.93610439e-03 1.13885377e-01 5.67606342e-02 -1.15896575e-01
2.60824448e-02 2.25182451e-01]]
[[ 0.62226468]
[ 1.55481048]
[ 0.27990987]
[ 0.87428292]
[-2.65600392]
[-0.25763457]
[-1.57267405]
[ 0.06816359]
[ 0.68868474]
[ 0.9011874 ]]
Progress: 29.0% ... Training loss: 0.287 ... Validation loss: 0.456[[ 1.60595755e-01 1.99772630e-01 -1.07541591e-01 1.07989255e-01
-5.19218055e-01 -7.11404435e-02 -4.98789103e-02 1.22550903e-01
-6.41833529e-02 1.83684104e-01]
[ 1.25270698e-02 1.54526697e-01 -2.03271951e-02 4.11229788e-02
1.00266847e-01 -5.41130975e-03 3.11387558e-01 4.11215423e-02
1.38774705e-01 -3.05924308e-02]
[ 1.70070499e-01 5.67383265e-01 8.93753217e-03 -1.82487907e-02
3.61627310e-01 -2.57820727e-02 -6.39025975e-01 -3.97214873e-02
5.16786117e-02 2.68527511e-01]
[ 4.21262257e-04 -3.05320546e-01 -2.23770763e-01 7.67101784e-02
-2.82432501e-02 1.52449318e-01 1.34205954e-01 5.80665204e-02
5.00279543e-02 1.79704960e-01]
[ -8.15212162e-03 1.38611643e-01 -1.44567210e-01 4.82095338e-02
3.14605236e-02 -1.82086446e-01 4.43370602e-02 -1.18479062e-01
-1.81626926e-01 -9.41860698e-03]
[ -3.63394535e-01 -5.02876238e-01 -2.89307079e-01 1.70192257e-01
8.10322394e-02 3.89152202e-02 1.90570854e-01 -3.59275986e-02
-3.86333954e-03 1.34249807e-02]
[ -5.58125435e-03 -2.01954284e-01 9.08643069e-03 8.82718363e-02
-2.31837565e-03 -7.06646389e-02 1.79482828e-01 -1.90497386e-01
1.88795542e-01 2.74971569e-02]
[ 1.13518829e-01 -2.36796077e-01 3.50038116e-02 -6.67365644e-02
8.74005444e-02 -4.80062486e-02 7.12342840e-02 1.20705091e-01
8.09848754e-02 -2.31127080e-02]
[ -1.76285889e-01 -1.21860564e-01 -3.05774090e-01 -2.72224460e-02
1.42117998e-02 7.09543740e-02 -1.66403398e-01 -2.90515697e-02
2.56513478e-01 -1.35557605e-01]
[ 7.01609898e-02 -3.36078521e-01 9.61950769e-02 5.10464078e-02
8.90899621e-03 -1.21848918e-01 1.24760786e-01 -1.01093736e-01
3.43522443e-02 1.28824649e-01]
[ -8.57972946e-02 -8.42706372e-03 -1.79052124e-03 -1.55018491e-01
3.79847627e-02 2.19094325e-02 1.52925372e-01 -1.02969170e-01
-2.11802034e-02 -1.32795480e-01]
[ -1.22348910e-01 -1.22776271e-01 -7.27187836e-02 -1.45565117e-02
3.99768165e-01 1.03996490e-01 8.41397710e-02 -1.67504806e-02
-1.77352366e-01 -2.21782077e-01]
[ -1.56914312e-01 4.41011305e-03 6.19472100e-02 2.18000982e-02
-1.72564343e-01 -2.19751303e-01 -1.78020083e-01 -1.97010152e-01
8.70315001e-02 1.74141086e-01]
[ -2.47399710e-01 -2.62799028e-01 1.08850744e-01 2.49903665e-01
-9.27558514e-02 -7.55546206e-02 -8.31130116e-04 -2.57169482e-01
-2.35525117e-01 -3.72775979e-02]
[ 1.16881787e-01 -1.15747976e-01 -1.66025047e-02 1.31513899e-01
-4.44121588e-02 -9.09305209e-02 1.70146601e-01 4.33039789e-03
3.86941981e-02 2.41937750e-02]
[ 3.62812476e-02 -7.69942081e-02 -2.11628321e-01 1.48533818e-01
-3.36436595e-02 8.54056219e-02 -5.74894804e-02 -2.00133971e-02
-9.24440182e-02 -6.57706174e-03]
[ -1.19206763e-01 -6.26199955e-02 -2.01858721e-01 1.58593911e-01
-7.12558669e-03 1.33415763e-01 4.54249495e-03 -2.49935051e-01
7.14402532e-02 -1.96906304e-01]
[ -7.30753230e-02 -4.60180902e-02 2.74051241e-01 9.32649646e-02
1.35428406e-01 -5.95803409e-02 -1.17164492e-01 1.20298144e-01
6.79057989e-02 2.75721330e-02]
[ 5.41180050e-02 -3.29999497e-02 8.71349116e-02 8.63082099e-02
6.68542195e-02 -1.63897773e-02 2.39978661e-01 1.20455705e-01
-3.14543914e-02 -6.66606863e-02]
[ 8.23466431e-03 -1.48810083e-01 -2.90855942e-01 -5.02768207e-02
1.84084622e-01 -9.16387203e-02 1.63497083e-01 1.63887985e-01
1.08173013e-01 -2.94172169e-02]
[ 4.84932103e-02 -1.49439209e-02 -1.17389876e-01 4.18114121e-02
-8.26034388e-02 3.22882530e-01 2.64818443e-01 2.04886490e-01
-1.62832827e-01 -6.31367353e-02]
[ 4.26377874e-04 -2.09887546e-02 1.21411662e-01 1.02283377e-01
4.82083240e-03 1.06594135e-01 -1.24886813e-01 -4.17154050e-02
2.09931609e-01 7.32809203e-02]
[ 1.07090108e-01 7.14336798e-02 -4.73436407e-02 -1.03393314e-01
-8.84171007e-02 -3.29055302e-01 1.17422650e-01 8.42449296e-03
1.39453905e-01 8.59265211e-02]
[ -9.91021170e-02 -5.01783691e-04 -1.53124191e-02 2.32708450e-02
6.48442278e-03 -2.03816161e-01 -8.75164650e-02 -1.98203956e-02
1.61450671e-02 1.28642973e-01]
[ -1.44537655e-01 -7.86866212e-02 -1.97342497e-01 -2.73358296e-03
-2.71208768e-01 -4.92205162e-03 -1.54615403e-03 -2.36555119e-02
3.86662986e-03 6.22402121e-02]
[ -3.24148651e-02 -8.85876859e-02 -7.56734477e-02 -1.30734932e-01
5.41482700e-01 2.77049933e-01 5.61123400e-01 1.12833681e-01
-1.84403543e-01 -3.79422064e-01]
[ -1.52351080e-02 -3.75446950e-01 -2.95139869e-02 -7.19959429e-02
6.57459632e-01 1.00622345e-01 5.11654927e-01 9.15551759e-02
3.00962698e-02 -3.81446920e-01]
[ 1.09153528e-02 -4.34738588e-01 -4.32931002e-02 -1.07994125e-01
6.79537833e-01 2.38617744e-02 4.84799369e-01 4.87109501e-02
-3.63941208e-01 -2.18713176e-01]
[ -1.67781084e-01 -5.78535981e-01 -8.53027339e-03 -2.01083107e-01
7.61113460e-01 -9.12439812e-02 6.07515470e-01 -8.25505591e-02
-6.60151158e-02 8.41106520e-02]
[ -2.88641122e-01 -3.83359720e-01 5.71174559e-02 -4.38867246e-02
9.09351823e-01 1.41197930e-01 4.03307540e-01 4.79429294e-02
-8.61955889e-02 -1.32607723e-01]
[ -2.00145027e-01 -2.85856998e-01 2.52722161e-01 -2.38765671e-01
6.50632810e-01 -4.56386660e-02 6.70487950e-01 1.34610114e-02
-2.53350668e-01 -2.44865644e-02]
[ -1.27772071e-01 -2.15050237e-01 -1.79909126e-01 -9.92619847e-02
4.82698850e-01 -2.30731492e-01 1.70682617e-01 1.69215298e-01
-7.79617754e-03 -1.17178038e-01]
[ 1.17741192e-01 2.54784087e-01 1.66988844e-01 -8.15204242e-02
-1.07336149e-01 4.70345930e-02 -1.63399144e-01 2.83903438e-01
8.23244737e-02 1.85541529e-01]
[ 3.47245200e-01 3.09067322e-01 -8.43483361e-02 3.10644572e-01
-8.75474826e-01 -2.86779298e-01 -4.67969995e-01 1.77310522e-01
3.78595218e-01 -3.75828381e-02]
[ 4.53543272e-02 1.34645755e-01 2.52226769e-01 2.47927019e-01
-5.18355161e-02 -1.95144824e-01 -1.74364234e-01 -1.33102201e-01
-1.41521214e-01 -2.90996137e-01]
[ 2.36960046e-02 -5.96984613e-02 -1.18240079e-01 -5.38976543e-02
2.42013695e-01 4.09149954e-02 -6.51004835e-03 -1.84474798e-01
3.43980350e-02 2.08415593e-01]
[ 2.88489588e-03 -4.91376482e-02 -6.59685765e-02 -4.82140820e-02
-2.71620132e-02 -1.77477219e-01 8.30311618e-02 1.02968433e-02
3.93044006e-02 8.53959330e-03]
[ 3.08938208e-02 7.40815183e-02 2.45064553e-01 7.68131793e-02
-2.35897018e-01 -1.35473575e-01 1.07683713e-01 3.98233132e-02
-1.83534760e-01 1.10491860e-01]
[ 7.40579843e-02 3.66710541e-02 1.08911479e-01 1.13608123e-02
-2.50106096e-01 6.79628814e-02 6.04140727e-02 -2.70434040e-01
-1.42211702e-02 -8.48927180e-02]
[ -8.02713508e-03 9.81102796e-02 8.59730116e-02 -2.49295326e-02
-5.40165913e-02 1.79528747e-01 9.16391371e-02 1.18802619e-01
-1.76995120e-02 1.78265628e-01]
[ 2.13053740e-01 4.79721709e-02 2.51677752e-02 7.02733367e-02
7.68412496e-02 -1.96524034e-02 -1.41745979e-01 1.47708365e-01
-6.28760556e-02 -3.06476179e-02]
[ 3.88931652e-02 -2.12574373e-02 1.54755321e-02 3.63384065e-02
-3.92284286e-01 -1.21488276e-01 -1.95397459e-01 4.09385519e-02
1.16077653e-01 1.89215028e-01]
[ 4.17830328e-02 5.14937166e-01 1.20865404e-01 4.10257462e-01
-1.08914146e+00 -3.03749788e-01 -6.07648630e-01 -7.26838240e-02
2.84632665e-01 3.28146120e-01]
[ 1.83504512e-01 5.15588494e-01 6.74383929e-02 4.29282706e-01
-8.94640372e-01 -8.60181839e-02 -4.57098055e-01 1.51488944e-01
2.12895517e-01 4.92196614e-01]
[ 2.56714781e-01 2.99648629e-01 2.46097125e-01 1.45481859e-01
-4.10142370e-01 8.08230338e-02 -2.09262758e-01 1.62650288e-01
2.37937264e-01 7.64561961e-02]
[ -7.30216220e-02 2.19751474e-01 2.42038725e-01 1.76431310e-02
-3.93862690e-02 1.30516062e-01 -9.92993594e-02 -1.50346152e-02
-3.21350699e-02 5.17851793e-02]
[ -9.41318761e-02 2.81602657e-03 2.68732174e-02 9.94187676e-02
-6.76003351e-02 1.14231168e-01 2.46199996e-01 2.06465485e-02
-2.69934323e-01 -8.72651405e-02]
[ -2.19953625e-01 -2.45761642e-02 -9.31369490e-02 -3.44004571e-01
1.81765553e-01 1.19665255e-01 1.03572781e-01 1.03505038e-01
-2.07291411e-01 3.22233845e-02]
[ 1.03713116e-02 -3.80884008e-01 -1.27340161e-01 -1.62030894e-01
3.73593812e-01 2.61804337e-02 1.78441496e-01 1.52530698e-01
-1.65473447e-01 -2.21585621e-01]
[ 1.38910608e-01 -1.93267092e-01 -1.42835601e-01 1.39963275e-03
7.69608945e-02 -5.81137349e-02 3.14428171e-02 -1.49840500e-01
1.33443275e-01 -1.19510789e-01]
[ -1.21831926e-01 9.35198995e-02 2.59744860e-01 -1.92581294e-02
1.80567212e-01 8.54169403e-02 2.80259318e-02 -2.98390933e-01
-1.19691218e-01 -6.52524432e-02]
[ -3.53138873e-01 4.64691549e-02 1.09956003e-02 -3.49477900e-02
1.72679887e-01 -1.70414554e-01 -1.12275632e-03 2.34285314e-01
-9.42656220e-02 6.92505119e-02]
[ 1.46521728e-01 5.36865587e-02 -2.35855164e-01 -8.73970355e-02
1.18084550e-01 -2.95224415e-01 4.54827883e-02 -1.67962118e-01
-9.66096101e-04 -1.90488473e-01]
[ 2.15345267e-01 -1.57168613e-01 6.52641897e-02 -1.74651879e-02
7.49483575e-02 -3.58514436e-02 8.35250825e-03 -1.36457434e-01
1.16786876e-01 -1.74325766e-01]
[ -1.11477065e-01 -7.18356695e-02 1.18297227e-01 9.93045869e-02
7.18450124e-02 -1.10279832e-01 2.65303105e-01 -7.83106635e-02
1.76757034e-01 -1.34445290e-02]
[ 5.12019743e-04 -1.77442811e-01 2.03199228e-01 -2.41302942e-01
-2.22504522e-03 1.14058550e-01 5.82335854e-02 -1.15946966e-01
2.55816043e-02 2.24386678e-01]]
[[ 0.61976118]
[ 1.54947014]
[ 0.27946238]
[ 0.8751928 ]
[-2.65783174]
[-0.25732999]
[-1.56743514]
[ 0.06603571]
[ 0.68752141]
[ 0.8977858 ]]
Progress: 29.1% ... Training loss: 0.287 ... Validation loss: 0.461[[ 1.62010917e-01 2.02544477e-01 -1.06956648e-01 1.09564809e-01
-5.22768632e-01 -7.16834085e-02 -5.33715965e-02 1.22712249e-01
-6.24694968e-02 1.85511380e-01]
[ 1.24548952e-02 1.54270166e-01 -2.03532202e-02 4.10365916e-02
1.00413794e-01 -5.38511037e-03 3.11625776e-01 4.11150416e-02
1.38714334e-01 -3.06808785e-02]
[ 1.70922899e-01 5.69700133e-01 9.31940404e-03 -1.74250070e-02
3.58232385e-01 -2.60996987e-02 -6.41307491e-01 -3.96422980e-02
5.26030045e-02 2.69099617e-01]
[ -1.28918684e-03 -3.11572853e-01 -2.24513738e-01 7.43692830e-02
-2.10071862e-02 1.53133692e-01 1.39298015e-01 5.78902329e-02
4.81237806e-02 1.77589041e-01]
[ -7.15373140e-03 1.41627997e-01 -1.44103842e-01 4.95826311e-02
2.85195389e-02 -1.82521059e-01 4.16205792e-02 -1.18360679e-01
-1.80534047e-01 -7.89011445e-03]
[ -3.61893072e-01 -5.00178900e-01 -2.88652015e-01 1.72173824e-01
7.60211983e-02 3.82249319e-02 1.87157969e-01 -3.57531185e-02
-2.01487007e-03 1.56141985e-02]
[ -5.81676454e-03 -2.02440519e-01 8.99561197e-03 8.79681694e-02
-1.47956929e-03 -7.05704190e-02 1.79654909e-01 -1.90508477e-01
1.88622933e-01 2.73108020e-02]
[ 1.13342996e-01 -2.37966922e-01 3.49186241e-02 -6.71113448e-02
8.82373547e-02 -4.79499511e-02 7.18953919e-02 1.20686724e-01
8.08774999e-02 -2.36116825e-02]
[ -1.76557517e-01 -1.22625062e-01 -3.05899036e-01 -2.76495315e-02
1.53094128e-02 7.10831163e-02 -1.65606781e-01 -2.90836857e-02
2.56138885e-01 -1.35974666e-01]
[ 7.27043353e-02 -3.30604645e-01 9.73164523e-02 5.43742306e-02
7.02932450e-05 -1.22957520e-01 1.18332911e-01 -1.00802612e-01
3.73558344e-02 1.32296509e-01]
[ -8.72713932e-02 -1.25725079e-02 -2.46818523e-03 -1.57172811e-01
4.38297541e-02 2.25308281e-02 1.56660242e-01 -1.03127633e-01
-2.27754800e-02 -1.34930573e-01]
[ -1.22599665e-01 -1.23828943e-01 -7.28083833e-02 -1.48539818e-02
4.00524065e-01 1.04072668e-01 8.50496965e-02 -1.67702368e-02
-1.77566787e-01 -2.22032016e-01]
[ -1.56914312e-01 4.41011305e-03 6.19472100e-02 2.18000982e-02
-1.72564343e-01 -2.19751303e-01 -1.78020083e-01 -1.97010152e-01
8.70315001e-02 1.74141086e-01]
[ -2.47186478e-01 -2.62679743e-01 1.08953773e-01 2.50266200e-01
-9.38569554e-02 -7.56709513e-02 -1.20130561e-03 -2.57143174e-01
-2.35228741e-01 -3.68977324e-02]
[ 1.16756997e-01 -1.16137256e-01 -1.66306550e-02 1.31429137e-01
-4.41448917e-02 -9.09280071e-02 1.70505881e-01 4.32503045e-03
3.86541590e-02 2.40941615e-02]
[ 3.78155954e-02 -7.38447202e-02 -2.10989909e-01 1.50401455e-01
-3.81946628e-02 8.47796008e-02 -6.11026277e-02 -1.98460799e-02
-9.07181197e-02 -4.46354679e-03]
[ -1.19553939e-01 -6.33707194e-02 -2.02018343e-01 1.58115348e-01
-5.53967629e-03 1.33557321e-01 5.22040549e-03 -2.49970380e-01
7.10526879e-02 -1.97391155e-01]
[ -7.31287303e-02 -4.62783734e-02 2.74027656e-01 9.31752367e-02
1.35635779e-01 -5.95815231e-02 -1.17087446e-01 1.20301360e-01
6.78768550e-02 2.75825113e-02]
[ 5.44549433e-02 -3.19644348e-02 8.73049432e-02 8.68286370e-02
6.51161921e-02 -1.65168531e-02 2.38889714e-01 1.20497375e-01
-3.10258171e-02 -6.60909623e-02]
[ 8.51006373e-03 -1.48040578e-01 -2.90734030e-01 -4.98923689e-02
1.82491674e-01 -9.17815050e-02 1.62761633e-01 1.63917243e-01
1.08463098e-01 -2.91573128e-02]
[ 4.94990822e-02 -1.32978424e-02 -1.16932078e-01 4.31857419e-02
-8.60813670e-02 3.22463607e-01 2.62826398e-01 2.04997799e-01
-1.61653173e-01 -6.18759120e-02]
[ -9.67538589e-04 -2.44871814e-02 1.20781532e-01 1.00230379e-01
1.05068879e-02 1.07196487e-01 -1.21545902e-01 -4.18697098e-02
2.08408059e-01 7.13292460e-02]
[ 1.06960557e-01 7.11485028e-02 -4.73997602e-02 -1.03578351e-01
-8.77390354e-02 -3.28999114e-01 1.17739188e-01 8.41044737e-03
1.39310343e-01 8.57390516e-02]
[ -9.90937195e-02 -6.62996753e-04 -1.53083160e-02 2.32723694e-02
6.33883396e-03 -2.03816223e-01 -8.74100719e-02 -1.98217648e-02
1.61264212e-02 1.28622665e-01]
[ -1.45044508e-01 -7.97856265e-02 -1.97586063e-01 -3.47736750e-03
-2.69264650e-01 -4.70331426e-03 -4.07547390e-04 -2.37112689e-02
3.28224156e-03 6.14767461e-02]
[ -3.23908658e-02 -8.88104125e-02 -7.56487328e-02 -1.30659077e-01
5.41226887e-01 2.77030818e-01 5.61289252e-01 1.12838699e-01
-1.84356256e-01 -3.79386237e-01]
[ -1.58022319e-02 -3.76791288e-01 -2.97870281e-02 -7.28479334e-02
6.59869537e-01 1.00861260e-01 5.13049525e-01 9.14915838e-02
2.94626773e-02 -3.82299964e-01]
[ 1.09153528e-02 -4.34738588e-01 -4.32931002e-02 -1.07994125e-01
6.79537833e-01 2.38617744e-02 4.84799369e-01 4.87109501e-02
-3.63941208e-01 -2.18713176e-01]
[ -1.67824030e-01 -5.78742909e-01 -8.55001987e-03 -2.01151357e-01
7.61381398e-01 -9.12246221e-02 6.07611033e-01 -8.25545548e-02
-6.60761160e-02 8.40476368e-02]
[ -2.88946343e-01 -3.84129093e-01 5.69838898e-02 -4.42982693e-02
9.10514428e-01 1.41320648e-01 4.04020013e-01 4.79125845e-02
-8.65262859e-02 -1.33034190e-01]
[ -2.00666141e-01 -2.87236244e-01 2.52498568e-01 -2.39468208e-01
6.52415455e-01 -4.54322372e-02 6.71887226e-01 1.34080619e-02
-2.53915306e-01 -2.51329210e-02]
[ -1.28066064e-01 -2.16005260e-01 -1.80020375e-01 -9.95978352e-02
4.83518179e-01 -2.30629727e-01 1.71618130e-01 1.69188958e-01
-8.04154670e-03 -1.17521285e-01]
[ 1.17734338e-01 2.54787244e-01 1.66987936e-01 -8.15286290e-02
-1.07302095e-01 4.70372637e-02 -1.63397187e-01 2.83902713e-01
8.23151625e-02 1.85531794e-01]
[ 3.48381166e-01 3.11373765e-01 -8.38967281e-02 3.12079409e-01
-8.78743229e-01 -2.87232218e-01 -4.70829132e-01 1.77435271e-01
3.79846544e-01 -3.59130058e-02]
[ 4.48692841e-02 1.33406904e-01 2.51995980e-01 2.47199032e-01
-4.97706159e-02 -1.94944302e-01 -1.73209375e-01 -1.33156478e-01
-1.42077377e-01 -2.91739368e-01]
[ 2.36588322e-02 -5.99312249e-02 -1.18262718e-01 -5.39301829e-02
2.42079357e-01 4.09216837e-02 -6.39600369e-03 -1.84477868e-01
3.43732488e-02 2.08399716e-01]
[ 3.20652952e-03 -4.83972621e-02 -6.58291692e-02 -4.77963977e-02
-2.84170475e-02 -1.77603248e-01 8.22011474e-02 1.03290488e-02
3.95998418e-02 8.95097169e-03]
[ 3.12164078e-02 7.50510817e-02 2.45223339e-01 7.72985141e-02
-2.37438339e-01 -1.35587744e-01 1.06676573e-01 3.98595385e-02
-1.83128906e-01 1.11029848e-01]
[ 7.40631047e-02 3.66569665e-02 1.08912135e-01 1.13420497e-02
-2.50181425e-01 6.79631048e-02 6.04327589e-02 -2.70434658e-01
-1.42200206e-02 -8.48886467e-02]
[ -7.18185394e-03 1.00312460e-01 8.63752971e-02 -2.36314201e-02
-5.77855499e-02 1.79135483e-01 8.95022830e-02 1.18899233e-01
-1.66889470e-02 1.79392033e-01]
[ 2.12737510e-01 4.71197743e-02 2.50129355e-02 6.97818783e-02
7.82362746e-02 -1.95176788e-02 -1.40907052e-01 1.47671782e-01
-6.32578913e-02 -3.11505467e-02]
[ 3.82949574e-02 -2.27108277e-02 1.52072322e-02 3.54709558e-02
-3.89638297e-01 -1.21251510e-01 -1.93809374e-01 4.08756697e-02
1.15399965e-01 1.88343605e-01]
[ 4.20700861e-02 5.15142423e-01 1.21025330e-01 4.10602478e-01
-1.08996896e+00 -3.03892905e-01 -6.08434750e-01 -7.26487867e-02
2.85087081e-01 3.28498410e-01]
[ 1.84873462e-01 5.18785246e-01 6.80410428e-02 4.31058272e-01
-8.99659648e-01 -8.65748826e-02 -4.60162868e-01 1.51640221e-01
2.14444475e-01 4.94030717e-01]
[ 2.56351910e-01 2.98841050e-01 2.45926042e-01 1.44952025e-01
-4.08674749e-01 8.09836531e-02 -2.08429306e-01 1.62608885e-01
2.37524613e-01 7.59169409e-02]
[ -7.29549606e-02 2.19797841e-01 2.42080975e-01 1.77625526e-02
-3.97557319e-02 1.30466515e-01 -9.94525510e-02 -1.50232765e-02
-3.20334473e-02 5.19207028e-02]
[ -9.41177532e-02 2.85097749e-03 2.68734149e-02 9.94393953e-02
-6.76467232e-02 1.14226958e-01 2.46152971e-01 2.06479536e-02
-2.69919862e-01 -8.72336850e-02]
[ -2.20129479e-01 -2.47541818e-02 -9.32142686e-02 -3.44269167e-01
1.82408953e-01 1.19740876e-01 1.03793889e-01 1.03485310e-01
-2.07491194e-01 3.19691147e-02]
[ 1.05110587e-02 -3.80658583e-01 -1.27281458e-01 -1.61816320e-01
3.73024411e-01 2.61214535e-02 1.78068321e-01 1.52546241e-01
-1.65313120e-01 -2.21368817e-01]
[ 1.39525698e-01 -1.91873589e-01 -1.42566567e-01 2.28302136e-03
7.40934803e-02 -5.83126830e-02 2.95527715e-02 -1.49776307e-01
1.34107934e-01 -1.18554923e-01]
[ -1.20416412e-01 9.62553249e-02 2.60396232e-01 -1.74050691e-02
1.75242181e-01 8.48152220e-02 2.50901742e-02 -2.98231788e-01
-1.18028935e-01 -6.34761014e-02]
[ -3.53380927e-01 4.53520986e-02 1.09430588e-02 -3.51341313e-02
1.73471977e-01 -1.70367953e-01 -1.28540147e-05 2.34272989e-01
-9.43735931e-02 6.90892357e-02]
[ 1.45512753e-01 5.07897574e-02 -2.36353891e-01 -8.89538997e-02
1.23207511e-01 -2.94850055e-01 4.79367713e-02 -1.68070146e-01
-2.07103400e-03 -1.91977549e-01]
[ 2.15087191e-01 -1.58263550e-01 6.50874030e-02 -1.79570522e-02
7.67530255e-02 -3.57345923e-02 9.16329854e-03 -1.36481507e-01
1.16512243e-01 -1.74736420e-01]
[ -1.11863551e-01 -7.25853092e-02 1.18116218e-01 9.86803026e-02
7.34262643e-02 -1.10114279e-01 2.66045946e-01 -7.83504792e-02
1.76273813e-01 -1.40191136e-02]
[ 1.19549818e-03 -1.75437544e-01 2.03541999e-01 -2.40304003e-01
-5.57138267e-03 1.13744823e-01 5.61587926e-02 -1.15873157e-01
2.64193171e-02 2.25376889e-01]]
[[ 0.62445846]
[ 1.55524274]
[ 0.28281522]
[ 0.88139001]
[-2.65990001]
[-0.25468949]
[-1.56688187]
[ 0.0694895 ]
[ 0.69027692]
[ 0.90433154]]
Progress: 29.1% ... Training loss: 0.289 ... Validation loss: 0.460[[ 1.58100096e-01 1.94245990e-01 -1.08728288e-01 1.03995327e-01
-5.07982244e-01 -7.00442333e-02 -4.40286088e-02 1.22265594e-01
-6.68512886e-02 1.79941161e-01]
[ 1.24226747e-02 1.54185084e-01 -2.03688285e-02 4.09865804e-02
1.00566648e-01 -5.37168921e-03 3.11692821e-01 4.11118198e-02
1.38676802e-01 -3.07329238e-02]
[ 1.71341222e-01 5.69181180e-01 9.46617294e-03 -1.72488424e-02
3.59450737e-01 -2.62522285e-02 -6.41844935e-01 -3.95943861e-02
5.30571980e-02 2.69877026e-01]
[ -1.84516329e-03 -3.12758961e-01 -2.24768462e-01 7.32474706e-02
-1.79392132e-02 1.53455814e-01 1.41087447e-01 5.78167857e-02
4.75067640e-02 1.76839188e-01]
[ -6.02925137e-03 1.44952754e-01 -1.43635451e-01 5.11975778e-02
2.44100752e-02 -1.83011719e-01 3.81320270e-02 -1.18228798e-01
-1.79440076e-01 -6.10200090e-03]
[ -3.65182258e-01 -5.06691393e-01 -2.90110565e-01 1.67782257e-01
8.70010569e-02 3.95435353e-02 1.94903528e-01 -3.61196490e-02
-5.63466383e-03 1.07451398e-02]
[ -7.05444566e-03 -2.05290572e-01 8.45462985e-03 8.62987300e-02
3.59447895e-03 -7.01248648e-02 1.82366018e-01 -1.90635906e-01
1.87272933e-01 2.55705641e-02]
[ 1.11364620e-01 -2.42626777e-01 3.39858685e-02 -7.00004154e-02
9.59709746e-02 -4.71189792e-02 7.68509054e-02 1.20467187e-01
7.86790972e-02 -2.63165333e-02]
[ -1.76376300e-01 -1.22278637e-01 -3.05821744e-01 -2.74317122e-02
1.47677304e-02 7.10132653e-02 -1.65831340e-01 -2.90681186e-02
2.56322497e-01 -1.35822186e-01]
[ 6.84498406e-02 -3.39175505e-01 9.53688437e-02 4.85078905e-02
1.65593565e-02 -1.21272783e-01 1.28072677e-01 -1.01266829e-01
3.26438276e-02 1.26232511e-01]
[ -8.91249060e-02 -1.73632115e-02 -3.25859516e-03 -1.59762085e-01
5.03621333e-02 2.32797020e-02 1.61483134e-01 -1.03331482e-01
-2.47638229e-02 -1.37618086e-01]
[ -1.22815684e-01 -1.24143357e-01 -7.29253601e-02 -1.51306242e-02
4.00748467e-01 1.04164335e-01 8.56746613e-02 -1.68000988e-02
-1.77851022e-01 -2.22442173e-01]
[ -1.56914312e-01 4.41011305e-03 6.19472100e-02 2.18000982e-02
-1.72564343e-01 -2.19751303e-01 -1.78020083e-01 -1.97010152e-01
8.70315001e-02 1.74141086e-01]
[ -2.47874509e-01 -2.64125309e-01 1.08630471e-01 2.49438667e-01
-9.21480421e-02 -7.54113551e-02 5.25941688e-04 -2.57218658e-01
-2.35980969e-01 -3.79421623e-02]
[ 1.14968956e-01 -1.19554728e-01 -1.74128136e-02 1.29033121e-01
-3.79929253e-02 -9.02062313e-02 1.74483577e-01 4.12608899e-03
3.67030315e-02 2.14720988e-02]
[ 3.66524368e-02 -7.63027204e-02 -2.11493426e-01 1.48740513e-01
-3.36716420e-02 8.52590507e-02 -5.82018586e-02 -1.99776523e-02
-9.20207725e-02 -6.14294790e-03]
[ -1.19228486e-01 -6.25220779e-02 -2.01870812e-01 1.58635355e-01
-6.99549789e-03 1.33409845e-01 4.32743404e-03 -2.49928795e-01
7.14089778e-02 -1.96840457e-01]
[ -7.35307109e-02 -4.73102079e-02 2.73858370e-01 9.26448430e-02
1.37257652e-01 -5.94517189e-02 -1.16281071e-01 1.20259192e-01
6.74756135e-02 2.69662292e-02]
[ 5.36872808e-02 -3.38089854e-02 8.69276234e-02 8.56646557e-02
6.87304430e-02 -1.61998917e-02 2.40818076e-01 1.20412843e-01
-3.19209434e-02 -6.71121036e-02]
[ 8.03214778e-03 -1.49004205e-01 -2.90919675e-01 -5.04422447e-02
1.83536185e-01 -9.16148463e-02 1.63931582e-01 1.63873552e-01
1.08007641e-01 -2.97360794e-02]
[ 4.87479730e-02 -1.52171746e-02 -1.17309041e-01 4.20032125e-02
-8.28580612e-02 3.22808695e-01 2.64711641e-01 2.04907416e-01
-1.62539360e-01 -6.30510590e-02]
[ -1.96329136e-03 -2.68398392e-02 1.20334968e-01 9.87824746e-02
1.46851162e-02 1.07601782e-01 -1.19046705e-01 -4.19813377e-02
2.07301015e-01 6.99203868e-02]
[ 1.07464747e-01 7.23121742e-02 -4.71866167e-02 -1.02901503e-01
-8.96305835e-02 -3.29200470e-01 1.16619584e-01 8.46191512e-03
1.39857599e-01 8.63543971e-02]
[ -9.91508868e-02 -7.90224702e-04 -1.53365433e-02 2.31911288e-02
6.59787811e-03 -2.03791983e-01 -8.72537518e-02 -1.98282970e-02
1.60586903e-02 1.28535399e-01]
[ -1.45107359e-01 -7.99136503e-02 -1.97608752e-01 -3.56606192e-03
-2.68996550e-01 -4.67807102e-03 -2.58506432e-04 -2.37173170e-02
3.21290431e-03 6.13823908e-02]
[ -3.27216609e-02 -8.96267037e-02 -7.58036864e-02 -1.31144824e-01
5.42640092e-01 2.77169075e-01 5.62091824e-01 1.12801098e-01
-1.84729019e-01 -3.79886102e-01]
[ -1.56550712e-02 -3.76956111e-01 -2.97012216e-02 -7.25542074e-02
6.58956234e-01 1.00776111e-01 5.13105557e-01 9.15160357e-02
2.97061377e-02 -3.82048072e-01]
[ 1.08215136e-02 -4.34884404e-01 -4.33320350e-02 -1.08126401e-01
6.79936943e-01 2.39013583e-02 4.85017589e-01 4.87005574e-02
-3.64045633e-01 -2.18846509e-01]
[ -1.68174306e-01 -5.79538960e-01 -8.69663441e-03 -2.01646368e-01
7.62735753e-01 -9.10859645e-02 6.08454039e-01 -8.25918691e-02
-6.64644718e-02 8.35630356e-02]
[ -2.89184694e-01 -3.84564651e-01 5.68750470e-02 -4.46331294e-02
9.11389769e-01 1.41419014e-01 4.04544487e-01 4.78868213e-02
-8.67716540e-02 -1.33363345e-01]
[ -2.00597106e-01 -2.87284578e-01 2.52544497e-01 -2.39318122e-01
6.51980054e-01 -4.54767479e-02 6.71881930e-01 1.34187092e-02
-2.53806777e-01 -2.50052221e-02]
[ -1.28211872e-01 -2.16393177e-01 -1.80090078e-01 -9.98028559e-02
4.84097979e-01 -2.30571326e-01 1.72024195e-01 1.69172845e-01
-8.19434365e-03 -1.17715202e-01]
[ 1.16831588e-01 2.53185795e-01 1.66568748e-01 -8.28436815e-02
-1.03424386e-01 4.74262686e-02 -1.61444502e-01 2.83799621e-01
8.12819707e-02 1.84309311e-01]
[ 3.47620816e-01 3.09564101e-01 -8.42484646e-02 3.10956942e-01
-8.75856850e-01 -2.86905572e-01 -4.68926447e-01 1.77346714e-01
3.78987797e-01 -3.70530311e-02]
[ 4.43597638e-02 1.32161889e-01 2.51769875e-01 2.46493369e-01
-4.75909092e-02 -1.94755643e-01 -1.71952558e-01 -1.33208147e-01
-1.42657490e-01 -2.92458060e-01]
[ 2.32548869e-02 -6.06554535e-02 -1.18426488e-01 -5.45022143e-02
2.43828669e-01 4.10887874e-02 -5.57192230e-03 -1.84520162e-01
3.39513430e-02 2.07780093e-01]
[ 3.20862463e-03 -4.83865704e-02 -6.58251100e-02 -4.77814760e-02
-2.84501373e-02 -1.77608194e-01 8.21831815e-02 1.03302408e-02
3.96110373e-02 8.96500165e-03]
[ 3.07300949e-02 7.39624130e-02 2.45002059e-01 7.66036050e-02
-2.35598896e-01 -1.35392805e-01 1.07844419e-01 3.98049712e-02
-1.83682538e-01 1.10318539e-01]
[ 7.37381786e-02 3.59440885e-02 1.08749013e-01 1.08484062e-02
-2.48663572e-01 6.80933159e-02 6.12002411e-02 -2.70471960e-01
-1.46052718e-02 -8.53652543e-02]
[ -7.64463818e-03 9.92813728e-02 8.61582621e-02 -2.42958128e-02
-5.57853227e-02 1.79322509e-01 9.06454597e-02 1.18848849e-01
-1.72058574e-02 1.78708118e-01]
[ 2.13304818e-01 4.85593425e-02 2.52687410e-02 7.05903584e-02
7.58165179e-02 -1.97232153e-02 -1.42440886e-01 1.47726736e-01
-6.26420134e-02 -3.03194816e-02]
[ 3.76859547e-02 -2.40313667e-02 1.49314061e-02 3.45639868e-02
-3.87158173e-01 -1.20991089e-01 -1.92359742e-01 4.08047227e-02
1.14700745e-01 1.87431850e-01]
[ 4.05922437e-02 5.11842115e-01 1.20352252e-01 4.08601273e-01
-1.08531946e+00 -3.03330494e-01 -6.04902140e-01 -7.28103223e-02
2.83441439e-01 3.26352760e-01]
[ 1.84667688e-01 5.18589087e-01 6.79203180e-02 4.30828387e-01
-8.99447251e-01 -8.64943789e-02 -4.59699944e-01 1.51611076e-01
2.14172370e-01 4.93570291e-01]
[ 2.57155833e-01 3.00789476e-01 2.46331299e-01 1.46212763e-01
-4.12422521e-01 8.06296043e-02 -2.10409085e-01 1.62708092e-01
2.38485012e-01 7.71717794e-02]
[ -7.29575487e-02 2.19769653e-01 2.42069793e-01 1.77503735e-02
-3.96839995e-02 1.30471461e-01 -9.94157986e-02 -1.50251336e-02
-3.20429314e-02 5.18973981e-02]
[ -9.41915337e-02 2.69365221e-03 2.68384622e-02 9.93354173e-02
-6.73521191e-02 1.14255285e-01 2.46304520e-01 2.06399704e-02
-2.69995915e-01 -8.73394335e-02]
[ -2.20530954e-01 -2.56791695e-02 -9.34026594e-02 -3.44827385e-01
1.84033878e-01 1.19907740e-01 1.04751808e-01 1.03439223e-01
-2.07940986e-01 3.13978708e-02]
[ 1.03776322e-02 -3.80797958e-01 -1.27347872e-01 -1.62043021e-01
3.73813848e-01 2.61805930e-02 1.78336290e-01 1.52530464e-01
-1.65471411e-01 -2.21578354e-01]
[ 1.38315229e-01 -1.94166476e-01 -1.43101488e-01 7.00231287e-04
7.81379373e-02 -5.78408940e-02 3.22288920e-02 -1.49906040e-01
1.32792195e-01 -1.20272731e-01]
[ -1.20554826e-01 9.59552363e-02 2.60355387e-01 -1.75043261e-02
1.75348745e-01 8.48445661e-02 2.54879043e-02 -2.98237215e-01
-1.18136682e-01 -6.36459695e-02]
[ -3.54633951e-01 4.27181444e-02 1.03353744e-02 -3.70042699e-02
1.78988988e-01 -1.69855850e-01 3.06433997e-03 2.34126518e-01
-9.58320820e-02 6.71811939e-02]
[ 1.44152217e-01 4.75275225e-02 -2.36932414e-01 -9.08072767e-02
1.28444243e-01 -2.94358255e-01 5.10049603e-02 -1.68208870e-01
-3.48671147e-03 -1.93916681e-01]
[ 2.13664362e-01 -1.61354131e-01 6.44369047e-02 -2.00027730e-02
8.28044116e-02 -3.51539785e-02 1.26784646e-02 -1.36644606e-01
1.14860811e-01 -1.76859849e-01]
[ -1.12079126e-01 -7.31151278e-02 1.18028071e-01 9.84325702e-02
7.38419960e-02 -1.10027091e-01 2.66679138e-01 -7.83733033e-02
1.76070139e-01 -1.43478707e-02]
[ 4.72319089e-04 -1.77003958e-01 2.03187622e-01 -2.41337245e-01
-3.69741932e-03 1.14097264e-01 5.79788239e-02 -1.15964808e-01
2.55874909e-02 2.24402256e-01]]
[[ 0.60352538]
[ 1.54017013]
[ 0.26325178]
[ 0.85740373]
[-2.67630018]
[-0.27298299]
[-1.59052049]
[ 0.04893453]
[ 0.66816327]
[ 0.88121263]]
Progress: 29.1% ... Training loss: 0.295 ... Validation loss: 0.463[[ 1.60737680e-01 2.00390805e-01 -1.07703783e-01 1.07479198e-01
-5.17709487e-01 -7.10925922e-02 -5.02550479e-02 1.22473470e-01
-6.39983469e-02 1.83726291e-01]
[ 1.25556511e-02 1.54539042e-01 -2.03083690e-02 4.11881423e-02
9.98953009e-02 -5.42992739e-03 3.11420096e-01 4.11222131e-02
1.38866138e-01 -3.05641854e-02]
[ 1.71762062e-01 5.70538238e-01 9.50916328e-03 -1.71580640e-02
3.62349010e-01 -2.62587959e-02 -6.43922049e-01 -3.95778231e-02
5.32909597e-02 2.70802158e-01]
[ -1.14777793e-03 -3.11126755e-01 -2.24438688e-01 7.44763250e-02
-2.28138505e-02 1.53042340e-01 1.39383957e-01 5.78805677e-02
4.84669816e-02 1.78113310e-01]
[ -5.73111112e-03 1.45982384e-01 -1.43524052e-01 5.14175862e-02
2.45983209e-02 -1.83174888e-01 3.72799433e-02 -1.18212088e-01
-1.79231011e-01 -5.90692268e-03]
[ -3.65453269e-01 -5.07281017e-01 -2.90217471e-01 1.67591386e-01
8.63540743e-02 3.95945861e-02 1.95729799e-01 -3.61342079e-02
-5.82852779e-03 1.03613830e-02]
[ -4.04007341e-03 -1.98955125e-01 9.67864979e-03 9.03949778e-02
-6.84893449e-03 -7.13724151e-02 1.75725230e-01 -1.90397344e-01
1.90562305e-01 2.98565353e-02]
[ 1.11679761e-01 -2.41363640e-01 3.40833170e-02 -6.96065681e-02
9.53458333e-02 -4.72554021e-02 7.54489423e-02 1.20490514e-01
7.89897010e-02 -2.55797204e-02]
[ -1.75407608e-01 -1.20514306e-01 -3.05415598e-01 -2.60256970e-02
1.03109722e-02 7.05751705e-02 -1.68209470e-01 -2.89890531e-02
2.57437380e-01 -1.34431322e-01]
[ 6.92826173e-02 -3.37385241e-01 9.56515141e-02 4.96245539e-02
1.33185046e-02 -1.21575962e-01 1.26109723e-01 -1.01199888e-01
3.36075578e-02 1.27659230e-01]
[ -8.67699454e-02 -1.23220557e-02 -2.25468406e-03 -1.56355291e-01
4.07856178e-02 2.22005694e-02 1.55970917e-01 -1.03140892e-01
-2.21550659e-02 -1.34243708e-01]
[ -1.21976227e-01 -1.22201485e-01 -7.25912329e-02 -1.39488424e-02
3.97393538e-01 1.03775629e-01 8.35552229e-02 -1.67312339e-02
-1.76902515e-01 -2.21213377e-01]
[ -1.56914312e-01 4.41011305e-03 6.19472100e-02 2.18000982e-02
-1.72564343e-01 -2.19751303e-01 -1.78020083e-01 -1.97010152e-01
8.70315001e-02 1.74141086e-01]
[ -2.48031906e-01 -2.64378083e-01 1.08573606e-01 2.49275220e-01
-9.23101776e-02 -7.53506864e-02 9.45229150e-04 -2.57228442e-01
-2.36109930e-01 -3.81592541e-02]
[ 1.14101836e-01 -1.21451564e-01 -1.77791263e-02 1.27903271e-01
-3.52683552e-02 -8.98709255e-02 1.76713525e-01 4.05940320e-03
3.57983475e-02 2.01785306e-02]
[ 3.74232264e-02 -7.47297124e-02 -2.11189372e-01 1.49864557e-01
-3.69649431e-02 8.48948893e-02 -6.00649313e-02 -1.99136774e-02
-9.11594122e-02 -4.99447424e-03]
[ -1.17712905e-01 -5.92517877e-02 -2.01220723e-01 1.60653364e-01
-1.22159587e-02 1.32770959e-01 8.20535859e-04 -2.49812503e-01
7.30410549e-02 -1.94655588e-01]
[ -7.21283989e-02 -4.43483699e-02 2.74454463e-01 9.46355600e-02
1.32116641e-01 -6.00152601e-02 -1.19106825e-01 1.20377440e-01
6.90171623e-02 2.89572122e-02]
[ 5.36538924e-02 -3.38976795e-02 8.68611503e-02 8.55653446e-02
6.92073999e-02 -1.61900919e-02 2.40826564e-01 1.20406265e-01
-3.19536188e-02 -6.71866403e-02]
[ 8.33382953e-03 -1.47913843e-01 -2.90811544e-01 -5.00688164e-02
1.82854198e-01 -9.17177518e-02 1.62641060e-01 1.63892487e-01
1.08333527e-01 -2.91326020e-02]
[ 4.85446633e-02 -1.57626067e-02 -1.17414306e-01 4.16491575e-02
-8.18218001e-02 3.22913126e-01 2.65258344e-01 2.04889914e-01
-1.62811403e-01 -6.33318469e-02]
[ -1.82290412e-03 -2.63465405e-02 1.20407530e-01 9.90524146e-02
1.40314712e-02 1.07512789e-01 -1.19511622e-01 -4.19662482e-02
2.07489549e-01 7.02323387e-02]
[ 1.07987180e-01 7.34914725e-02 -4.69744697e-02 -1.02172181e-01
-9.18370477e-02 -3.29442379e-01 1.15216586e-01 8.50386538e-03
1.40459318e-01 8.70835568e-02]
[ -9.86003436e-02 3.74550621e-04 -1.50947194e-02 2.39901359e-02
4.08563074e-03 -2.04035196e-01 -8.86973713e-02 -1.97829168e-02
1.66770410e-02 1.29354792e-01]
[ -1.45022677e-01 -8.00894916e-02 -1.97578026e-01 -3.41862738e-03
-2.69535381e-01 -4.71568538e-03 -2.59761083e-04 -2.37102437e-02
3.30278640e-03 6.14899594e-02]
[ -3.28155302e-02 -8.98705321e-02 -7.58446774e-02 -1.31269311e-01
5.43051122e-01 2.77209596e-01 5.62358534e-01 1.12793793e-01
-1.84827881e-01 -3.80016823e-01]
[ -1.54545104e-02 -3.76707577e-01 -2.96132990e-02 -7.22595622e-02
6.58144901e-01 1.00680792e-01 5.12762054e-01 9.15331713e-02
2.99402293e-02 -3.81768113e-01]
[ 1.11004381e-02 -4.34649986e-01 -4.32046178e-02 -1.07698804e-01
6.78615065e-01 2.37651155e-02 4.84652157e-01 4.87250411e-02
-3.63716586e-01 -2.18454187e-01]
[ -1.68235648e-01 -5.79737685e-01 -8.71912160e-03 -2.01722509e-01
7.62936190e-01 -9.10563637e-02 6.08721066e-01 -8.25971164e-02
-6.65239414e-02 8.35344825e-02]
[ -2.88776457e-01 -3.84057080e-01 5.70717596e-02 -4.39850771e-02
9.09583370e-01 1.41218029e-01 4.03801364e-01 4.79237520e-02
-8.62574263e-02 -1.32696701e-01]
[ -2.00870579e-01 -2.87862676e-01 2.52423798e-01 -2.39714093e-01
6.53161804e-01 -4.53524774e-02 6.72518551e-01 1.33961516e-02
-2.54098034e-01 -2.53937249e-02]
[ -1.27722764e-01 -2.15414937e-01 -1.79893847e-01 -9.90956867e-02
4.82113215e-01 -2.30794526e-01 1.70862262e-01 1.69211630e-01
-7.65123591e-03 -1.16995908e-01]
[ 1.16651733e-01 2.52600596e-01 1.66434339e-01 -8.31680644e-02
-1.02375394e-01 4.75307577e-02 -1.60857162e-01 2.83782663e-01
8.10252650e-02 1.84126934e-01]
[ 3.47585612e-01 3.10356391e-01 -8.42755721e-02 3.10884722e-01
-8.76089691e-01 -2.86851849e-01 -4.69163534e-01 1.77340428e-01
3.78925431e-01 -3.70869380e-02]
[ 4.42204233e-02 1.31719387e-01 2.51705884e-01 2.46260196e-01
-4.68985771e-02 -1.94688701e-01 -1.71525260e-01 -1.33221993e-01
-1.42827509e-01 -2.92700925e-01]
[ 2.41248905e-02 -5.83444559e-02 -1.18021281e-01 -5.31837211e-02
2.40147707e-01 4.06663431e-02 -7.80258503e-03 -1.84444682e-01
3.49790512e-02 2.09002269e-01]
[ 3.48585591e-03 -4.77874890e-02 -6.57007370e-02 -4.73488361e-02
-2.97917207e-02 -1.77750916e-01 8.15065132e-02 1.03552910e-02
3.99082863e-02 9.39384811e-03]
[ 3.10786069e-02 7.48024946e-02 2.45152246e-01 7.71114470e-02
-2.37199130e-01 -1.35549946e-01 1.06985307e-01 3.98333510e-02
-1.83301318e-01 1.10808917e-01]
[ 7.36978692e-02 3.58413458e-02 1.08731484e-01 1.07911589e-02
-2.48484966e-01 6.81092489e-02 6.12996993e-02 -2.70474686e-01
-1.46495170e-02 -8.54210634e-02]
[ -7.76127078e-03 9.88809625e-02 8.60966618e-02 -2.44931200e-02
-5.52390053e-02 1.79382955e-01 9.08074683e-02 1.18837720e-01
-1.73419004e-02 1.78486814e-01]
[ 2.13941843e-01 5.01719941e-02 2.55653898e-02 7.15420489e-02
7.30678263e-02 -2.00217222e-02 -1.43988667e-01 1.47781505e-01
-6.19016743e-02 -2.93659059e-02]
[ 3.81338224e-02 -2.30311199e-02 1.51180434e-02 3.51914192e-02
-3.88926276e-01 -1.21190385e-01 -1.93523809e-01 4.08393815e-02
1.15189624e-01 1.88020172e-01]
[ 4.11794176e-02 5.12853258e-01 1.20586956e-01 4.09439626e-01
-1.08733255e+00 -3.03555744e-01 -6.05852972e-01 -7.27579600e-02
2.84081224e-01 3.27203645e-01]
[ 1.84145873e-01 5.17285119e-01 6.76362427e-02 4.29842777e-01
-8.96275105e-01 -8.62140747e-02 -4.58806727e-01 1.51558334e-01
2.13521327e-01 4.92918147e-01]
[ 2.57206041e-01 3.01135927e-01 2.46350086e-01 1.46358349e-01
-4.12942727e-01 8.05866361e-02 -2.10739753e-01 1.62715693e-01
2.38576000e-01 7.72703076e-02]
[ -7.27441231e-02 2.20261329e-01 2.42149194e-01 1.80497650e-02
-4.05007129e-02 1.30377774e-01 -9.99646447e-02 -1.50103000e-02
-3.17983359e-02 5.21983030e-02]
[ -9.39042827e-02 3.45751949e-03 2.69598888e-02 9.97543451e-02
-6.86857772e-02 1.14123019e-01 2.45543713e-01 2.06627726e-02
-2.69672905e-01 -8.69191143e-02]
[ -2.20252188e-01 -2.50079905e-02 -9.32862985e-02 -3.44441403e-01
1.82894349e-01 1.19785638e-01 1.04023462e-01 1.03461074e-01
-2.07631269e-01 3.17842840e-02]
[ 1.04923738e-02 -3.80577621e-01 -1.27296289e-01 -1.61875047e-01
3.73329930e-01 2.61254789e-02 1.78050868e-01 1.52540535e-01
-1.65344371e-01 -2.21410847e-01]
[ 1.38789774e-01 -1.93550051e-01 -1.42894805e-01 1.51539109e-03
7.58891583e-02 -5.80932293e-02 3.11045545e-02 -1.49862335e-01
1.33371039e-01 -1.19467227e-01]
[ -1.19713489e-01 9.78949886e-02 2.60691131e-01 -1.63543173e-02
1.72401148e-01 8.44628892e-02 2.35672409e-02 -2.98174057e-01
-1.17208275e-01 -6.24672750e-02]
[ -3.53932972e-01 4.44057263e-02 1.06338670e-02 -3.60560745e-02
1.76605769e-01 -1.70162098e-01 1.30823050e-03 2.34182435e-01
-9.50487699e-02 6.81816995e-02]
[ 1.45296245e-01 4.99236402e-02 -2.36442198e-01 -8.91147877e-02
1.23583403e-01 -2.94873739e-01 4.85493219e-02 -1.68106959e-01
-2.22942579e-03 -1.92243031e-01]
[ 2.14418955e-01 -1.59805229e-01 6.47347458e-02 -1.89687101e-02
8.02756743e-02 -3.54805697e-02 1.11490019e-02 -1.36580614e-01
1.15678888e-01 -1.75752844e-01]
[ -1.11559912e-01 -7.23774708e-02 1.18259626e-01 9.91592371e-02
7.18290214e-02 -1.10240108e-01 2.65696985e-01 -7.83346180e-02
1.76703730e-01 -1.35902617e-02]
[ 6.48174555e-05 -1.77157102e-01 2.02947799e-01 -2.41998588e-01
-2.88756891e-03 1.14321599e-01 5.81525781e-02 -1.16005779e-01
2.51089678e-02 2.23909182e-01]]
[[ 0.6166289 ]
[ 1.55230351]
[ 0.27507756]
[ 0.87171701]
[-2.66140317]
[-0.26097972]
[-1.57579617]
[ 0.06053339]
[ 0.68312421]
[ 0.89414064]]
Progress: 29.2% ... Training loss: 0.286 ... Validation loss: 0.457[[ 1.59435461e-01 1.97188880e-01 -1.08345150e-01 1.05254668e-01
-5.10633005e-01 -7.04804586e-02 -4.75509783e-02 1.22333481e-01
-6.55276563e-02 1.81854548e-01]
[ 1.22371430e-02 1.53669679e-01 -2.04790197e-02 4.06871246e-02
1.01396910e-01 -5.26750842e-03 3.12116839e-01 4.10861267e-02
1.38435653e-01 -3.11138804e-02]
[ 1.68602347e-01 5.64396298e-01 8.12787876e-03 -2.19049141e-02
3.74701620e-01 -2.48630467e-02 -6.36565570e-01 -3.99084127e-02
4.96420512e-02 2.65995686e-01]
[ -3.05424868e-03 -3.16036777e-01 -2.25160517e-01 7.22512132e-02
-1.50384003e-02 1.53692803e-01 1.44400614e-01 5.77412507e-02
4.67568538e-02 1.75966567e-01]
[ -8.92900468e-03 1.39728379e-01 -1.44846379e-01 4.71396712e-02
3.56671833e-02 -1.82003577e-01 4.44142690e-02 -1.18504454e-01
-1.82510999e-01 -1.03417399e-02]
[ -3.65377421e-01 -5.08332572e-01 -2.90223197e-01 1.67648905e-01
8.62238963e-02 3.95439129e-02 1.96087509e-01 -3.61267504e-02
-5.79333997e-03 1.03579748e-02]
[ -4.64987520e-03 -2.00118304e-01 9.40390261e-03 8.94807765e-02
-3.80171354e-03 -7.11042742e-02 1.77005786e-01 -1.90455484e-01
1.90018189e-01 2.90238606e-02]
[ 1.10496479e-01 -2.44179122e-01 3.35727952e-02 -7.14483100e-02
1.00255771e-01 -4.67096926e-02 7.85625093e-02 1.20360050e-01
7.75650083e-02 -2.74472686e-02]
[ -1.74610173e-01 -1.18762453e-01 -3.05060042e-01 -2.48997265e-02
6.69707430e-03 7.02305464e-02 -1.70162040e-01 -2.89108734e-02
2.58320964e-01 -1.33277117e-01]
[ 7.06896140e-02 -3.34390612e-01 9.62208334e-02 5.12756589e-02
8.46290432e-03 -1.22123370e-01 1.22663277e-01 -1.01080390e-01
3.49832967e-02 1.29504085e-01]
[ -8.92882274e-02 -1.88894966e-02 -3.33401429e-03 -1.59853450e-01
5.05031230e-02 2.32411115e-02 1.62555699e-01 -1.03384486e-01
-2.47926177e-02 -1.37925892e-01]
[ -1.21784742e-01 -1.21907037e-01 -7.25166607e-02 -1.36742429e-02
3.96744717e-01 1.03701048e-01 8.32161491e-02 -1.67101037e-02
-1.76690738e-01 -2.20925476e-01]
[ -1.56914312e-01 4.41011305e-03 6.19472100e-02 2.18000982e-02
-1.72564343e-01 -2.19751303e-01 -1.78020083e-01 -1.97010152e-01
8.70315001e-02 1.74141086e-01]
[ -2.48229335e-01 -2.65153881e-01 1.08481057e-01 2.48996968e-01
-9.17938920e-02 -7.52550825e-02 1.59144985e-03 -2.57248515e-01
-2.36360591e-01 -3.85036266e-02]
[ 1.13894327e-01 -1.22394988e-01 -1.78546737e-02 1.27699370e-01
-3.55458954e-02 -8.98167648e-02 1.77665806e-01 4.04361280e-03
3.56119011e-02 1.98316003e-02]
[ 3.82779534e-02 -7.31002378e-02 -2.10847968e-01 1.50917296e-01
-3.82228352e-02 8.45608988e-02 -6.22960626e-02 -1.98296215e-02
-9.02146876e-02 -3.72131570e-03]
[ -1.16977516e-01 -5.72325301e-02 -2.00886368e-01 1.61695659e-01
-1.55219518e-02 1.32449093e-01 -1.27485919e-03 -2.49741591e-01
7.38766425e-02 -1.93548846e-01]
[ -7.26255219e-02 -4.55906849e-02 2.74226909e-01 9.39455874e-02
1.34194004e-01 -5.98343684e-02 -1.17794173e-01 1.20332667e-01
6.84746262e-02 2.82477325e-02]
[ 5.30052599e-02 -3.56750196e-02 8.65572192e-02 8.45289249e-02
7.22145112e-02 -1.58598481e-02 2.42595243e-01 1.20333210e-01
-3.26438134e-02 -6.82425598e-02]
[ 8.44338293e-03 -1.47662361e-01 -2.90764013e-01 -4.99031315e-02
1.81991322e-01 -9.17586006e-02 1.62474049e-01 1.63901667e-01
1.08422218e-01 -2.90285411e-02]
[ 4.83228426e-02 -1.62062058e-02 -1.17521302e-01 4.12631782e-02
-8.08149247e-02 3.23031078e-01 2.65842407e-01 2.04863512e-01
-1.63107889e-01 -6.37485310e-02]
[ -3.28234614e-03 -2.97335004e-02 1.19805539e-01 9.69799238e-02
2.00357612e-02 1.08102911e-01 -1.15890202e-01 -4.21098865e-02
2.05915727e-01 6.82296141e-02]
[ 1.08160854e-01 7.38211355e-02 -4.69069387e-02 -1.01923466e-01
-9.26206157e-02 -3.29517188e-01 1.14794107e-01 8.52054170e-03
1.40627710e-01 8.73279321e-02]
[ -9.78728473e-02 2.06617074e-03 -1.47722053e-02 2.50190112e-02
8.61850635e-04 -2.04346675e-01 -9.05021004e-02 -1.97119386e-02
1.74809065e-02 1.30413292e-01]
[ -1.45311361e-01 -8.07199186e-02 -1.97718231e-01 -3.86237530e-03
-2.68222574e-01 -4.58311329e-03 3.74931152e-04 -2.37412801e-02
2.95163699e-03 6.10298072e-02]
[ -3.23953227e-02 -8.90611681e-02 -7.56501045e-02 -1.30659983e-01
5.41469547e-01 2.77028994e-01 5.61561366e-01 1.12836063e-01
-1.84355993e-01 -3.79425115e-01]
[ -1.56197519e-02 -3.77279106e-01 -2.96834562e-02 -7.24871034e-02
6.58865552e-01 1.00752650e-01 5.13416530e-01 9.15168994e-02
2.97835703e-02 -3.82026489e-01]
[ 1.07899098e-02 -4.35811413e-01 -4.33242904e-02 -1.08096865e-01
6.79550333e-01 2.38791982e-02 4.85715204e-01 4.86988193e-02
-3.64031306e-01 -2.18888101e-01]
[ -1.68255065e-01 -5.79749367e-01 -8.72819103e-03 -2.01751341e-01
7.62981150e-01 -9.10463526e-02 6.08795654e-01 -8.26000890e-02
-6.65416923e-02 8.35025578e-02]
[ -2.88839575e-01 -3.84224583e-01 5.70400209e-02 -4.40880539e-02
9.09807183e-01 1.41247503e-01 4.03982580e-01 4.79165872e-02
-8.63382808e-02 -1.32801939e-01]
[ -2.01077757e-01 -2.88674764e-01 2.52358194e-01 -2.39952723e-01
6.53781761e-01 -4.52794947e-02 6.73305479e-01 1.33812835e-02
-2.54278637e-01 -2.55874490e-02]
[ -1.28053241e-01 -2.16169357e-01 -1.80038193e-01 -9.95564343e-02
4.83184987e-01 -2.30654158e-01 1.71671011e-01 1.69178865e-01
-8.00203035e-03 -1.17481060e-01]
[ 1.16397062e-01 2.52304741e-01 1.66325706e-01 -8.35155314e-02
-1.01376958e-01 4.76467358e-02 -1.60464425e-01 2.83757474e-01
8.07312689e-02 1.83787920e-01]
[ 3.48667821e-01 3.12297067e-01 -8.38376482e-02 3.12217474e-01
-8.78079809e-01 -2.87275695e-01 -4.71712995e-01 1.77443443e-01
3.80107489e-01 -3.55300852e-02]
[ 4.44128717e-02 1.32195565e-01 2.51796289e-01 2.46546792e-01
-4.77363061e-02 -1.94768999e-01 -1.71996810e-01 -1.33202031e-01
-1.42602498e-01 -2.92430266e-01]
[ 2.44054891e-02 -5.76073454e-02 -1.17914081e-01 -5.27809322e-02
2.38924426e-01 4.05466403e-02 -8.55083106e-03 -1.84420000e-01
3.52855959e-02 2.09361780e-01]
[ 3.16274561e-03 -4.84343353e-02 -6.58294834e-02 -4.78121815e-02
-2.84276221e-02 -1.77636718e-01 8.22995859e-02 1.03236133e-02
3.95727636e-02 8.93512136e-03]
[ 3.03996002e-02 7.33648110e-02 2.44882412e-01 7.61983610e-02
-2.34587363e-01 -1.35302472e-01 1.08462368e-01 3.97737684e-02
-1.83998028e-01 1.09913512e-01]
[ 7.33816511e-02 3.49460538e-02 1.08571074e-01 1.01859350e-02
-2.46688863e-01 6.82857873e-02 6.20441455e-02 -2.70517763e-01
-1.51033696e-02 -8.60113637e-02]
[ -7.71942417e-03 9.90523652e-02 8.60895119e-02 -2.45337692e-02
-5.52785387e-02 1.79389503e-01 9.06569987e-02 1.18833325e-01
-1.73782453e-02 1.78478949e-01]
[ 2.14527867e-01 5.16515268e-02 2.58193575e-02 7.23481319e-02
7.03273977e-02 -2.02752754e-02 -1.45664147e-01 1.47836327e-01
-6.12436829e-02 -2.84794388e-02]
[ 3.80889829e-02 -2.31551196e-02 1.50892562e-02 3.51133118e-02
-3.88707268e-01 -1.21181070e-01 -1.93421744e-01 4.08335211e-02
1.15132547e-01 1.87935364e-01]
[ 4.07081150e-02 5.11602955e-01 1.20373345e-01 4.08825609e-01
-1.08644636e+00 -3.03382788e-01 -6.04481749e-01 -7.28038682e-02
2.83562687e-01 3.26468050e-01]
[ 1.84485487e-01 5.17683826e-01 6.77706781e-02 4.30303181e-01
-8.97757329e-01 -8.63184993e-02 -4.59462581e-01 1.51589243e-01
2.13858975e-01 4.93320082e-01]
[ 2.56700782e-01 3.00190581e-01 2.46145230e-01 1.45656446e-01
-4.11053066e-01 8.08050439e-02 -2.09648199e-01 1.62665426e-01
2.38036031e-01 7.65363939e-02]
[ -7.27211440e-02 2.20470625e-01 2.42149079e-01 1.80763075e-02
-4.05280755e-02 1.30374473e-01 -1.00079095e-01 -1.50032636e-02
-3.17788271e-02 5.22250544e-02]
[ -9.39999059e-02 3.24847475e-03 2.69195960e-02 9.96230175e-02
-6.83463457e-02 1.14161993e-01 2.45710524e-01 2.06541499e-02
-2.69768423e-01 -8.70538463e-02]
[ -2.20351927e-01 -2.52256040e-02 -9.33372214e-02 -3.44586435e-01
1.83308568e-01 1.19830750e-01 1.04277431e-01 1.03450253e-01
-2.07753046e-01 3.16296611e-02]
[ 1.04923738e-02 -3.80577621e-01 -1.27296289e-01 -1.61875047e-01
3.73329930e-01 2.61254789e-02 1.78050868e-01 1.52540535e-01
-1.65344371e-01 -2.21410847e-01]
[ 1.39688920e-01 -1.91699176e-01 -1.42501477e-01 2.82272237e-03
7.15273183e-02 -5.84851874e-02 2.90216552e-02 -1.49776263e-01
1.34448025e-01 -1.18134188e-01]
[ -1.20842537e-01 9.51597588e-02 2.60182597e-01 -1.79863824e-02
1.77158183e-01 8.49683097e-02 2.62777369e-02 -2.98282766e-01
-1.18513725e-01 -6.42079877e-02]
[ -3.53759275e-01 4.42903491e-02 1.07302483e-02 -3.59062437e-02
1.77187642e-01 -1.70251305e-01 1.28742012e-03 2.34197251e-01
-9.48576054e-02 6.84239452e-02]
[ 1.46086988e-01 5.12973245e-02 -2.36078754e-01 -8.79936529e-02
1.20599111e-01 -2.95215603e-01 4.66358752e-02 -1.68019165e-01
-1.26373037e-03 -1.91065715e-01]
[ 2.13436035e-01 -1.62123770e-01 6.42622901e-02 -2.05606741e-02
8.48258250e-02 -3.49969677e-02 1.36317482e-02 -1.36692694e-01
1.14505814e-01 -1.77371991e-01]
[ -1.11584369e-01 -7.25698189e-02 1.18254312e-01 9.91481818e-02
7.18932415e-02 -1.10239711e-01 2.65885904e-01 -7.83362461e-02
1.76643941e-01 -1.36323708e-02]
[ -5.82144057e-04 -1.78298530e-01 2.02645511e-01 -2.42914254e-01
-1.28163291e-03 1.14573762e-01 5.95868357e-02 -1.16075011e-01
2.43633991e-02 2.23009122e-01]]
[[ 0.61282454]
[ 1.54661129]
[ 0.26974239]
[ 0.86909305]
[-2.66656428]
[-0.26470812]
[-1.57886118]
[ 0.05797687]
[ 0.68083778]
[ 0.88838221]]
Progress: 29.2% ... Training loss: 0.288 ... Validation loss: 0.460[[ 1.60767648e-01 2.00953023e-01 -1.07743283e-01 1.07194188e-01
-5.16506071e-01 -7.10881143e-02 -5.12647760e-02 1.22453266e-01
-6.39627060e-02 1.83859506e-01]
[ 1.24789882e-02 1.54275652e-01 -2.03707487e-02 4.10312702e-02
1.00435248e-01 -5.36588178e-03 3.11517443e-01 4.11089182e-02
1.38704785e-01 -3.07635945e-02]
[ 1.71553215e-01 5.72555431e-01 9.27522574e-03 -1.80291336e-02
3.63583637e-01 -2.60012329e-02 -6.44539861e-01 -3.96663763e-02
5.25875548e-02 2.69791482e-01]
[ -1.45066085e-03 -3.14348054e-01 -2.24424673e-01 7.45359317e-02
-2.03727093e-02 1.53014383e-01 1.41608587e-01 5.79196324e-02
4.86086288e-02 1.78039963e-01]
[ -8.43185595e-03 1.41670948e-01 -1.44659531e-01 4.76884549e-02
3.38065986e-02 -1.82197240e-01 4.27217982e-02 -1.18455831e-01
-1.81897009e-01 -9.78492431e-03]
[ -3.66003165e-01 -5.10633331e-01 -2.90439158e-01 1.66949195e-01
8.86461328e-02 3.97346285e-02 1.98043107e-01 -3.61747312e-02
-6.29947555e-03 9.80866053e-03]
[ -2.54269950e-03 -1.94903270e-01 1.03251987e-02 9.24841919e-02
-1.31920099e-02 -7.19834630e-02 1.71886519e-01 -1.90266752e-01
1.92412474e-01 3.20404721e-02]
[ 1.11310726e-01 -2.42279941e-01 3.38969591e-02 -7.03395108e-02
9.68772893e-02 -4.70493982e-02 7.63947244e-02 1.20425127e-01
7.84264695e-02 -2.63933978e-02]
[ -1.74751469e-01 -1.19308254e-01 -3.05081757e-01 -2.50160733e-02
6.47179964e-03 7.02638686e-02 -1.69735797e-01 -2.89244901e-02
2.58310382e-01 -1.33446459e-01]
[ 7.31022729e-02 -3.28627502e-01 9.73306803e-02 5.49044047e-02
-3.52434807e-03 -1.23208684e-01 1.16908221e-01 -1.00870468e-01
3.78601782e-02 1.32911092e-01]
[ -8.88337723e-02 -1.84301540e-02 -3.11447269e-03 -1.59119271e-01
4.86828392e-02 2.29987824e-02 1.61496833e-01 -1.03330947e-01
-2.41242620e-02 -1.37070623e-01]
[ -1.22439241e-01 -1.23812901e-01 -7.28074243e-02 -1.46418304e-02
3.99705946e-01 1.04002754e-01 8.50407123e-02 -1.67746318e-02
-1.77417602e-01 -2.21731600e-01]
[ -1.56972545e-01 4.36118012e-03 6.19163683e-02 2.17009197e-02
-1.72289853e-01 -2.19720223e-01 -1.77935935e-01 -1.97016874e-01
8.69521554e-02 1.74036760e-01]
[ -2.47610716e-01 -2.64189861e-01 1.08769080e-01 2.49925104e-01
-9.40616648e-02 -7.55588082e-02 2.01985999e-04 -2.57182505e-01
-2.35581634e-01 -3.74883367e-02]
[ 1.13130689e-01 -1.24160441e-01 -1.81781554e-02 1.26710434e-01
-3.28051734e-02 -8.95008498e-02 1.79533844e-01 3.97044196e-03
3.48025075e-02 1.87578239e-02]
[ 3.75916458e-02 -7.49180760e-02 -2.11129206e-01 1.49990670e-01
-3.61196596e-02 8.48281730e-02 -6.04534045e-02 -1.98891839e-02
-9.08993072e-02 -4.46841718e-03]
[ -1.15857987e-01 -5.44797978e-02 -2.00377628e-01 1.63291932e-01
-2.02641322e-02 1.31970578e-01 -4.20313989e-03 -2.49651194e-01
7.51286176e-02 -1.91864818e-01]
[ -7.28089807e-02 -4.60121587e-02 2.74144178e-01 9.36514420e-02
1.35150992e-01 -5.97427862e-02 -1.17015495e-01 1.20317278e-01
6.82817251e-02 2.79306679e-02]
[ 5.51182966e-02 -3.04533434e-02 8.74858110e-02 8.76278396e-02
6.30068851e-02 -1.67752678e-02 2.37198832e-01 1.20542036e-01
-3.02036489e-02 -6.52596116e-02]
[ 8.22457838e-03 -1.47940620e-01 -2.90879724e-01 -5.02536075e-02
1.82789958e-01 -9.16755918e-02 1.62701498e-01 1.63872439e-01
1.08101022e-01 -2.93617615e-02]
[ 4.89185377e-02 -1.51825333e-02 -1.17283446e-01 4.20612415e-02
-8.29154178e-02 3.22805902e-01 2.64637045e-01 2.04911960e-01
-1.62483336e-01 -6.30275385e-02]
[ -3.66328593e-03 -3.06994870e-02 1.19637311e-01 9.64087853e-02
2.17846029e-02 1.08276954e-01 -1.14893101e-01 -4.21484899e-02
2.05481513e-01 6.77137449e-02]
[ 1.07776495e-01 7.31379858e-02 -4.70486748e-02 -1.02445808e-01
-9.15714562e-02 -3.29368880e-01 1.15741864e-01 8.48463817e-03
1.40268240e-01 8.67801780e-02]
[ -9.82052870e-02 1.11555147e-03 -1.49117206e-02 2.45886318e-02
1.96612089e-03 -2.04204903e-01 -8.96644376e-02 -1.97434122e-02
1.71797005e-02 1.29978689e-01]
[ -1.44653911e-01 -7.95315830e-02 -1.97421017e-01 -2.90356124e-03
-2.70978112e-01 -4.87703806e-03 -1.11010514e-03 -2.36794194e-02
3.69801696e-03 6.19477632e-02]
[ -3.23451476e-02 -8.90076467e-02 -7.56266115e-02 -1.30590859e-01
5.41398072e-01 2.77010617e-01 5.61484322e-01 1.12841238e-01
-1.84303757e-01 -3.79357786e-01]
[ -1.56124384e-02 -3.77280797e-01 -2.96747189e-02 -7.24824070e-02
6.59045439e-01 1.00763403e-01 5.13412999e-01 9.15158390e-02
2.97952886e-02 -3.82045762e-01]
[ 1.10626121e-02 -4.35476129e-01 -4.31980335e-02 -1.07680218e-01
6.78334579e-01 2.37512274e-02 4.85210444e-01 4.87265827e-02
-3.63708996e-01 -2.18478332e-01]
[ -1.68067662e-01 -5.79506898e-01 -8.64865377e-03 -2.01478338e-01
7.62340322e-01 -9.11280834e-02 6.08456744e-01 -8.25811964e-02
-6.63285634e-02 8.37893339e-02]
[ -2.88621118e-01 -3.83962978e-01 5.71550629e-02 -4.37072894e-02
9.08751459e-01 1.41133142e-01 4.03546970e-01 4.79419352e-02
-8.60354922e-02 -1.32414910e-01]
[ -2.01236351e-01 -2.89137480e-01 2.52305821e-01 -2.40139961e-01
6.54325770e-01 -4.52227145e-02 6.73835903e-01 1.33685640e-02
-2.54428542e-01 -2.57213813e-02]
[ -1.28832584e-01 -2.17674768e-01 -1.80368717e-01 -1.00651477e-01
4.86587268e-01 -2.30333393e-01 1.73332570e-01 1.69105428e-01
-8.86339178e-03 -1.18583201e-01]
[ 1.17251291e-01 2.54370112e-01 1.66707565e-01 -8.22706954e-02
-1.05107855e-01 4.72687725e-02 -1.62632783e-01 2.83838858e-01
8.16784597e-02 1.85006063e-01]
[ 3.48231772e-01 3.11101793e-01 -8.40237734e-02 3.11528654e-01
-8.76713857e-01 -2.87079121e-01 -4.70410358e-01 1.77394249e-01
3.79673915e-01 -3.62088030e-02]
[ 4.45251750e-02 1.32182870e-01 2.51855542e-01 2.46720776e-01
-4.82062452e-02 -1.94833459e-01 -1.72250768e-01 -1.33189657e-01
-1.42446577e-01 -2.92183679e-01]
[ 2.39791399e-02 -5.86000506e-02 -1.18104404e-01 -5.34007474e-02
2.40361247e-01 4.07242726e-02 -7.55626477e-03 -1.84461244e-01
3.47960659e-02 2.08761733e-01]
[ 2.90501427e-03 -4.91998115e-02 -6.59515648e-02 -4.82032476e-02
-2.73045175e-02 -1.77519903e-01 8.30612490e-02 1.02962860e-02
3.92750254e-02 8.54705701e-03]
[ 3.01932145e-02 7.28448373e-02 2.44800503e-01 7.59122675e-02
-2.33702204e-01 -1.35217368e-01 1.08909367e-01 3.97580698e-02
-1.84215850e-01 1.09620817e-01]
[ 7.46581101e-02 3.80288890e-02 1.09144113e-01 1.20096610e-02
-2.51825428e-01 6.77279148e-02 5.88954261e-02 -2.70414016e-01
-1.36910070e-02 -8.41201719e-02]
[ -7.32593388e-03 9.99277238e-02 8.62657239e-02 -2.39002304e-02
-5.70965098e-02 1.79204166e-01 8.96563946e-02 1.18876944e-01
-1.68598209e-02 1.79097064e-01]
[ 2.15116802e-01 5.30216389e-02 2.60636653e-02 7.31817479e-02
6.78912361e-02 -2.05285879e-02 -1.47144028e-01 1.47892886e-01
-6.05784098e-02 -2.76070399e-02]
[ 3.90375726e-02 -2.07788105e-02 1.55107702e-02 3.65126326e-02
-3.92977531e-01 -1.21573512e-01 -1.95821895e-01 4.09220413e-02
1.16238611e-01 1.89273918e-01]
[ 4.07783833e-02 5.11968766e-01 1.20382081e-01 4.08875968e-01
-1.08666205e+00 -3.03415640e-01 -6.04588297e-01 -7.28000368e-02
2.83612935e-01 3.26490671e-01]
[ 1.84074713e-01 5.16748170e-01 6.76149455e-02 4.29786011e-01
-8.96731383e-01 -8.61515994e-02 -4.58551117e-01 1.51550584e-01
2.13505877e-01 4.92741310e-01]
[ 2.56367862e-01 2.99382222e-01 2.45994835e-01 1.45191788e-01
-4.09727596e-01 8.09544778e-02 -2.08833607e-01 1.62634188e-01
2.37674763e-01 7.60775462e-02]
[ -7.22471939e-02 2.21683398e-01 2.42350056e-01 1.87473041e-02
-4.25975717e-02 1.30173742e-01 -1.01248599e-01 -1.49597823e-02
-3.12817178e-02 5.28749780e-02]
[ -9.38734841e-02 3.54671659e-03 2.69687837e-02 9.98019606e-02
-6.88818589e-02 1.14108292e-01 2.45386944e-01 2.06659577e-02
-2.69633844e-01 -8.68611286e-02]
[ -2.20607769e-01 -2.58938319e-02 -9.34558380e-02 -3.44958409e-01
1.84412519e-01 1.19946843e-01 1.04909502e-01 1.03424579e-01
-2.08057454e-01 3.12441372e-02]
[ 1.03300466e-02 -3.80981472e-01 -1.27368576e-01 -1.62110566e-01
3.74031812e-01 2.61948866e-02 1.78500839e-01 1.52526497e-01
-1.65525993e-01 -2.21622163e-01]
[ 1.38891849e-01 -1.93480932e-01 -1.42883279e-01 1.66710881e-03
7.46579464e-02 -5.81627917e-02 3.06351505e-02 -1.49880889e-01
1.33665948e-01 -1.19236509e-01]
[ -1.20553459e-01 9.57198402e-02 2.60316735e-01 -1.75152536e-02
1.75559340e-01 8.48229491e-02 2.56601470e-02 -2.98250894e-01
-1.18165177e-01 -6.37349956e-02]
[ -3.52754582e-01 4.63887067e-02 1.11814015e-02 -3.44555988e-02
1.73173682e-01 -1.70705709e-01 -1.06570392e-03 2.34293973e-01
-9.36838032e-02 6.98962367e-02]
[ 1.46196659e-01 5.15061582e-02 -2.35991658e-01 -8.77651253e-02
1.19849897e-01 -2.95289157e-01 4.63986313e-02 -1.68004062e-01
-1.10528024e-03 -1.90871062e-01]
[ 2.13658243e-01 -1.62081961e-01 6.43785809e-02 -2.02695609e-02
8.40041423e-02 -3.50774820e-02 1.35996269e-02 -1.36667681e-01
1.14823578e-01 -1.76970046e-01]
[ -1.10662775e-01 -7.05382338e-02 1.18674420e-01 1.00498048e-01
6.79214427e-02 -1.10635205e-01 2.63689446e-01 -7.82498576e-02
1.77651130e-01 -1.23111327e-02]
[ -1.77936902e-04 -1.77189784e-01 2.02826310e-01 -2.42253763e-01
-3.82857910e-03 1.14405836e-01 5.85046681e-02 -1.16033274e-01
2.48787522e-02 2.23600151e-01]]
[[ 0.62117491]
[ 1.55540102]
[ 0.27899909]
[ 0.87768951]
[-2.65853112]
[-0.25673085]
[-1.57106339]
[ 0.06458034]
[ 0.68860992]
[ 0.89830526]]
Progress: 29.3% ... Training loss: 0.287 ... Validation loss: 0.460[[ 1.60685299e-01 2.00780706e-01 -1.07832635e-01 1.06917039e-01
-5.14253193e-01 -7.10043942e-02 -5.12579282e-02 1.22422209e-01
-6.42195608e-02 1.83623890e-01]
[ 1.22103833e-02 1.53577582e-01 -2.04959769e-02 4.06499715e-02
1.01439875e-01 -5.26537007e-03 3.12152036e-01 4.10795528e-02
1.38382859e-01 -3.11532658e-02]
[ 1.70833122e-01 5.72198395e-01 8.92240903e-03 -1.95860851e-02
3.70327516e-01 -2.56289581e-02 -6.44127597e-01 -3.97562045e-02
5.17508118e-02 2.68936365e-01]
[ 9.72221705e-05 -3.11749603e-01 -2.23713163e-01 7.67573493e-02
-2.59195156e-02 1.52381863e-01 1.39027206e-01 5.80955669e-02
5.04646806e-02 1.80669107e-01]
[ -1.11485878e-02 1.36210494e-01 -1.45825173e-01 4.38520429e-02
4.49675177e-02 -1.81163699e-01 4.92246609e-02 -1.18740125e-01
-1.84916283e-01 -1.37454821e-02]
[ -3.66268670e-01 -5.11971948e-01 -2.90563273e-01 1.66705335e-01
8.88083390e-02 3.98169524e-02 1.99097682e-01 -3.62054070e-02
-6.64163703e-03 9.22646494e-03]
[ -2.99775495e-03 -1.95623994e-01 1.01346218e-02 9.17764201e-02
-1.05701777e-02 -7.17763652e-02 1.72413649e-01 -1.90319792e-01
1.91852174e-01 3.14032948e-02]
[ 1.11178150e-01 -2.42758484e-01 3.38167202e-02 -7.06541816e-02
9.82822306e-02 -4.69670144e-02 7.67963604e-02 1.20404370e-01
7.82634090e-02 -2.64770328e-02]
[ -1.73968962e-01 -1.17697717e-01 -3.04767287e-01 -2.39368339e-02
4.49658244e-03 6.99572794e-02 -1.71402130e-01 -2.88483627e-02
2.59063126e-01 -1.32361002e-01]
[ 7.20085401e-02 -3.31406602e-01 9.68067355e-02 5.32515381e-02
1.70312745e-03 -1.22729137e-01 1.19386083e-01 -1.00999847e-01
3.65560448e-02 1.31258709e-01]
[ -8.82867148e-02 -1.71375713e-02 -2.88141447e-03 -1.58343139e-01
4.74100351e-02 2.27841445e-02 1.60011158e-01 -1.03281337e-01
-2.36659619e-02 -1.36271309e-01]
[ -1.21963195e-01 -1.23253730e-01 -7.25969976e-02 -1.39521597e-02
3.97965038e-01 1.03803061e-01 8.43655318e-02 -1.67232090e-02
-1.76884547e-01 -2.21096082e-01]
[ -1.56972545e-01 4.36118012e-03 6.19163683e-02 2.17009197e-02
-1.72289853e-01 -2.19720223e-01 -1.77935935e-01 -1.97016874e-01
8.69521554e-02 1.74036760e-01]
[ -2.47825184e-01 -2.64592545e-01 1.08662445e-01 2.49718913e-01
-9.41056063e-02 -7.54827564e-02 7.48673104e-04 -2.57208112e-01
-2.35862814e-01 -3.79365837e-02]
[ 1.13020970e-01 -1.24929354e-01 -1.82280230e-02 1.26558240e-01
-3.22268989e-02 -8.94653004e-02 1.80012289e-01 3.95941199e-03
3.46771691e-02 1.85453345e-02]
[ 3.74082207e-02 -7.57321070e-02 -2.11208458e-01 1.49763771e-01
-3.55336011e-02 8.48964551e-02 -5.98811666e-02 -1.99074017e-02
-9.11050859e-02 -4.72146947e-03]
[ -1.15740045e-01 -5.39449358e-02 -2.00317242e-01 1.63433082e-01
-2.04415774e-02 1.31950191e-01 -4.73242103e-03 -2.49641715e-01
7.52645563e-02 -1.91689732e-01]
[ -7.27798676e-02 -4.59107871e-02 2.74164907e-01 9.36840324e-02
1.35249004e-01 -5.97559818e-02 -1.17128101e-01 1.20318360e-01
6.82910101e-02 2.79779203e-02]
[ 5.47005361e-02 -3.13017630e-02 8.72983981e-02 8.70025533e-02
6.50044152e-02 -1.66086028e-02 2.37951916e-01 1.20497019e-01
-3.07073550e-02 -6.58775972e-02]
[ 7.71532150e-03 -1.49349442e-01 -2.91151429e-01 -5.11022355e-02
1.85671379e-01 -9.14322529e-02 1.64024156e-01 1.63812451e-01
1.07484280e-01 -2.99767354e-02]
[ 4.94966736e-02 -1.38404277e-02 -1.17007747e-01 4.29157067e-02
-8.54343205e-02 3.22571566e-01 2.63209229e-01 2.04974043e-01
-1.61810305e-01 -6.21766062e-02]
[ -3.64089412e-03 -3.06606894e-02 1.19653117e-01 9.63963948e-02
2.22237603e-02 1.08267693e-01 -1.14763011e-01 -4.21494339e-02
2.05499429e-01 6.76790445e-02]
[ 1.08665978e-01 7.52517622e-02 -4.66777711e-02 -1.01211218e-01
-9.42083188e-02 -3.29713344e-01 1.13567713e-01 8.57256470e-03
1.41152040e-01 8.80698016e-02]
[ -9.84637118e-02 3.13635848e-04 -1.50356455e-02 2.42276857e-02
2.96386598e-03 -2.04112684e-01 -8.89423385e-02 -1.97698165e-02
1.68923341e-02 1.29590240e-01]
[ -1.44668552e-01 -7.95450587e-02 -1.97426205e-01 -2.92088556e-03
-2.70965395e-01 -4.87228216e-03 -1.07454773e-03 -2.36811267e-02
3.68537880e-03 6.19372156e-02]
[ -3.19797958e-02 -8.83465384e-02 -7.54536120e-02 -1.30050257e-01
5.40020771e-01 2.76866558e-01 5.60699644e-01 1.12881167e-01
-1.83876673e-01 -3.78817823e-01]
[ -1.55080555e-02 -3.77096938e-01 -2.96277605e-02 -7.23345475e-02
6.58613975e-01 1.00721984e-01 5.13244191e-01 9.15259577e-02
2.99085354e-02 -3.81925647e-01]
[ 1.12372894e-02 -4.35652581e-01 -4.30889932e-02 -1.07332381e-01
6.77309812e-01 2.36430507e-02 4.85310167e-01 4.87518536e-02
-3.63474812e-01 -2.18241097e-01]
[ -1.68021543e-01 -5.79442924e-01 -8.63218199e-03 -2.01414044e-01
7.62153467e-01 -9.11472936e-02 6.08379320e-01 -8.25764841e-02
-6.62777016e-02 8.38563335e-02]
[ -2.88775745e-01 -3.84232563e-01 5.70891245e-02 -4.39194441e-02
9.09393487e-01 1.41196504e-01 4.03856114e-01 4.79254945e-02
-8.62032058e-02 -1.32624116e-01]
[ -2.01744667e-01 -2.90352817e-01 2.52083604e-01 -2.40869556e-01
6.56623486e-01 -4.50148620e-02 6.74914430e-01 1.33152615e-02
-2.55005002e-01 -2.64458873e-02]
[ -1.28816789e-01 -2.17696782e-01 -1.80354174e-01 -1.00606010e-01
4.86450546e-01 -2.30346874e-01 1.73324435e-01 1.69108738e-01
-8.82760959e-03 -1.18537426e-01]
[ 1.16890395e-01 2.53169295e-01 1.66527659e-01 -8.28262005e-02
-1.03337545e-01 4.74355519e-02 -1.61638965e-01 2.83799136e-01
8.12073028e-02 1.84631339e-01]
[ 3.48778872e-01 3.12639893e-01 -8.38160054e-02 3.12308124e-01
-8.78264310e-01 -2.87278613e-01 -4.71868349e-01 1.77447062e-01
3.80214174e-01 -3.54233059e-02]
[ 4.47088173e-02 1.32535450e-01 2.51950775e-01 2.46983573e-01
-4.90887525e-02 -1.94912643e-01 -1.72653448e-01 -1.33169476e-01
-1.42223697e-01 -2.91899728e-01]
[ 2.43419806e-02 -5.77266724e-02 -1.17949653e-01 -5.29136624e-02
2.38956345e-01 4.05762630e-02 -8.42627285e-03 -1.84426773e-01
3.51719738e-02 2.09257590e-01]
[ 2.60689659e-03 -4.99660920e-02 -6.60623414e-02 -4.86399955e-02
-2.59595568e-02 -1.77415621e-01 8.39241383e-02 1.02639580e-02
3.89598056e-02 8.14384167e-03]
[ 3.00641902e-02 7.25542250e-02 2.44732101e-01 7.56991294e-02
-2.33146290e-01 -1.35158688e-01 1.09191447e-01 3.97427371e-02
-1.84381144e-01 1.09399007e-01]
[ 7.50463946e-02 3.88068789e-02 1.09317909e-01 1.25392690e-02
-2.53282232e-01 6.75706075e-02 5.80513035e-02 -2.70377403e-01
-1.32827775e-02 -8.35844879e-02]
[ -7.02403017e-03 1.00709247e-01 8.64074637e-02 -2.34617438e-02
-5.83408793e-02 1.79074562e-01 8.88275198e-02 1.18908647e-01
-1.65345394e-02 1.79525216e-01]
[ 2.14673218e-01 5.18579685e-02 2.58471054e-02 7.24889292e-02
6.99141727e-02 -2.03331797e-02 -1.46051203e-01 1.47841927e-01
-6.11158519e-02 -2.83080114e-02]
[ 3.91998904e-02 -2.01063784e-02 1.55804860e-02 3.67347388e-02
-3.93644296e-01 -1.21619172e-01 -1.96293382e-01 4.09363552e-02
1.16451208e-01 1.89519732e-01]
[ 4.10721632e-02 5.12663576e-01 1.20509829e-01 4.09250833e-01
-1.08726539e+00 -3.03524830e-01 -6.05321852e-01 -7.27752359e-02
2.83895221e-01 3.26850298e-01]
[ 1.83202100e-01 5.15017697e-01 6.71784887e-02 4.28519772e-01
-8.93273068e-01 -8.57817250e-02 -4.56741264e-01 1.51454756e-01
2.12458336e-01 4.91398766e-01]
[ 2.55846135e-01 2.98162842e-01 2.45761114e-01 1.44473891e-01
-4.07560523e-01 8.11594544e-02 -2.07611925e-01 1.62581988e-01
2.37098946e-01 7.53321806e-02]
[ -7.22885475e-02 2.21524097e-01 2.42335973e-01 1.87142460e-02
-4.24489550e-02 1.30188870e-01 -1.01077844e-01 -1.49630425e-02
-3.13105242e-02 5.28003255e-02]
[ -9.39537011e-02 3.39061635e-03 2.69222283e-02 9.96818353e-02
-6.85593254e-02 1.14147749e-01 2.45416889e-01 2.06558179e-02
-2.69734718e-01 -8.70018242e-02]
[ -2.20216989e-01 -2.49998075e-02 -9.32770550e-02 -3.44430993e-01
1.82931893e-01 1.19788580e-01 1.03920132e-01 1.03466090e-01
-2.07628616e-01 3.17982881e-02]
[ 1.03329163e-02 -3.81032573e-01 -1.27363967e-01 -1.62088243e-01
3.73962043e-01 2.61873560e-02 1.78503740e-01 1.52527917e-01
-1.65509884e-01 -2.21600843e-01]
[ 1.38910143e-01 -1.93327416e-01 -1.42922516e-01 1.67109371e-03
7.48863074e-02 -5.81712371e-02 3.04135688e-02 -1.49887048e-01
1.33616382e-01 -1.19255339e-01]
[ -1.20889472e-01 9.50321902e-02 2.60173301e-01 -1.79726665e-02
1.76995244e-01 8.49519425e-02 2.64253835e-02 -2.98281008e-01
-1.18557867e-01 -6.41999899e-02]
[ -3.52492978e-01 4.68360929e-02 1.12634915e-02 -3.41146829e-02
1.73011404e-01 -1.70796691e-01 -1.59313114e-03 2.34313403e-01
-9.34602825e-02 7.02092532e-02]
[ 1.45819110e-01 5.03879359e-02 -2.36154657e-01 -8.83253781e-02
1.21555345e-01 -2.95150352e-01 4.72892929e-02 -1.68044750e-01
-1.52057068e-03 -1.91454683e-01]
[ 2.13622931e-01 -1.62408014e-01 6.43573816e-02 -2.03374561e-02
8.42903778e-02 -3.50707221e-02 1.37491946e-02 -1.36670423e-01
1.14759766e-01 -1.77094234e-01]
[ -1.10634946e-01 -7.03956298e-02 1.18683371e-01 1.00506588e-01
6.77283163e-02 -1.10605137e-01 2.63423849e-01 -7.82579908e-02
1.77648052e-01 -1.22821780e-02]
[ 1.92581900e-04 -1.76728713e-01 2.03021679e-01 -2.41708707e-01
-4.91535966e-03 1.14265853e-01 5.80308144e-02 -1.15993212e-01
2.52668889e-02 2.24232261e-01]]
[[ 0.61955907]
[ 1.553389 ]
[ 0.27727636]
[ 0.87568119]
[-2.65951742]
[-0.25542176]
[-1.57128816]
[ 0.06439222]
[ 0.68848751]
[ 0.89635114]]
Progress: 29.4% ... Training loss: 0.287 ... Validation loss: 0.462[[ 1.63557825e-01 2.07416101e-01 -1.06447649e-01 1.11182324e-01
-5.26130508e-01 -7.21266496e-02 -5.76871128e-02 1.22728468e-01
-6.09517075e-02 1.87716278e-01]
[ 1.27778828e-02 1.54797266e-01 -2.01751740e-02 4.16545320e-02
9.85171192e-02 -5.56353499e-03 3.11370657e-01 4.11506916e-02
1.39134477e-01 -3.02715841e-02]
[ 1.73657311e-01 5.78013647e-01 1.01854166e-02 -1.57182142e-02
3.60134212e-01 -2.66391115e-02 -6.50586899e-01 -3.94643306e-02
5.48295025e-02 2.72904999e-01]
[ -1.95288082e-03 -3.15360230e-01 -2.24700401e-01 7.37621531e-02
-1.71808324e-02 1.53181841e-01 1.43032536e-01 5.78587473e-02
4.78721563e-02 1.77602202e-01]
[ -8.93728471e-03 1.40377724e-01 -1.44806213e-01 4.67451426e-02
3.73910099e-02 -1.81952835e-01 4.47638280e-02 -1.18500081e-01
-1.82514908e-01 -1.02524297e-02]
[ -3.65891696e-01 -5.11154576e-01 -2.90369507e-01 1.67461616e-01
8.61888978e-02 3.96248690e-02 1.99021983e-01 -3.61616447e-02
-6.22037900e-03 9.72112654e-03]
[ -2.66865511e-03 -1.94885356e-01 1.02693955e-02 9.21918675e-02
-1.17401369e-02 -7.18613002e-02 1.71809905e-01 -1.90286766e-01
1.92288229e-01 3.16994524e-02]
[ 1.12453169e-01 -2.40054752e-01 3.44297101e-02 -6.86411144e-02
9.19041572e-02 -4.75034528e-02 7.41226125e-02 1.20541383e-01
7.97366508e-02 -2.46172761e-02]
[ -1.73898304e-01 -1.17557617e-01 -3.04694123e-01 -2.38146904e-02
4.79797539e-03 6.99629479e-02 -1.71249002e-01 -2.88382193e-02
2.59083767e-01 -1.32255425e-01]
[ 7.27017644e-02 -3.29166609e-01 9.71643303e-02 5.44453393e-02
-1.81380465e-03 -1.22966238e-01 1.17762779e-01 -1.00920391e-01
3.74642248e-02 1.32152485e-01]
[ -8.68915337e-02 -1.46335283e-02 -2.18791723e-03 -1.56113824e-01
4.09098228e-02 2.21751376e-02 1.57755037e-01 -1.03123151e-01
-2.20502130e-02 -1.34253194e-01]
[ -1.21999850e-01 -1.23597925e-01 -7.26333954e-02 -1.40683362e-02
3.98116101e-01 1.03841381e-01 8.50448953e-02 -1.67369064e-02
-1.77057280e-01 -2.21251819e-01]
[ -1.56972545e-01 4.36118012e-03 6.19163683e-02 2.17009197e-02
-1.72289853e-01 -2.19720223e-01 -1.77935935e-01 -1.97016874e-01
8.69521554e-02 1.74036760e-01]
[ -2.47650084e-01 -2.64269037e-01 1.08780685e-01 2.50193530e-01
-9.55942200e-02 -7.55917068e-02 5.76543699e-04 -2.57182412e-01
-2.35582240e-01 -3.76402282e-02]
[ 1.12890574e-01 -1.25155157e-01 -1.82791068e-02 1.26448107e-01
-3.21894978e-02 -8.94468388e-02 1.80664786e-01 3.94890691e-03
3.45381258e-02 1.83359298e-02]
[ 3.80629619e-02 -7.39233524e-02 -2.10907041e-01 1.50639872e-01
-3.76216640e-02 8.46260780e-02 -6.15553920e-02 -1.98360077e-02
-9.03946396e-02 -3.78702287e-03]
[ -1.15957203e-01 -5.44044747e-02 -2.00409499e-01 1.63137800e-01
-1.95221812e-02 1.32037675e-01 -4.17941836e-03 -2.49663098e-01
7.50298819e-02 -1.91994632e-01]
[ -7.20968495e-02 -4.43899035e-02 2.74487229e-01 9.46318962e-02
1.32456398e-01 -5.99883985e-02 -1.18777138e-01 1.20391791e-01
6.91015131e-02 2.89676069e-02]
[ 5.42597284e-02 -3.24981281e-02 8.70532202e-02 8.63528862e-02
6.64623137e-02 -1.64212559e-02 2.39211410e-01 1.20443101e-01
-3.11912004e-02 -6.66678239e-02]
[ 8.47200972e-03 -1.47879462e-01 -2.90778552e-01 -4.98998227e-02
1.82063215e-01 -9.17433651e-02 1.62647352e-01 1.63896748e-01
1.08330099e-01 -2.88490233e-02]
[ 4.99947661e-02 -1.27375298e-02 -1.16777292e-01 4.37012209e-02
-8.79796527e-02 3.22355103e-01 2.62014793e-01 2.05025044e-01
-1.61211809e-01 -6.14332750e-02]
[ -3.71472749e-03 -3.08330138e-02 1.19629374e-01 9.62884105e-02
2.24563834e-02 1.08305139e-01 -1.14552839e-01 -4.21573020e-02
2.05424301e-01 6.75142463e-02]
[ 1.09148469e-01 7.63551877e-02 -4.64300196e-02 -1.00470427e-01
-9.56514576e-02 -3.29882232e-01 1.12655201e-01 8.62743367e-03
1.41643963e-01 8.87887743e-02]
[ -9.85486351e-02 3.52411191e-05 -1.50716540e-02 2.40954439e-02
3.36255959e-03 -2.04073455e-01 -8.86696192e-02 -1.97790379e-02
1.67933767e-02 1.29451832e-01]
[ -1.44919814e-01 -8.01422388e-02 -1.97556301e-01 -3.34593765e-03
-2.69911571e-01 -4.74183136e-03 -2.43349510e-04 -2.37149798e-02
3.33046154e-03 6.14906021e-02]
[ -3.21260061e-02 -8.87101590e-02 -7.55014716e-02 -1.30233425e-01
5.40556848e-01 2.76918077e-01 5.61304374e-01 1.12867317e-01
-1.84028181e-01 -3.79061130e-01]
[ -1.57712778e-02 -3.77615078e-01 -2.97503947e-02 -7.27191575e-02
6.59570363e-01 1.00834867e-01 5.13863148e-01 9.14970889e-02
2.96192921e-02 -3.82310255e-01]
[ 1.12165252e-02 -4.35822222e-01 -4.30849248e-02 -1.07322002e-01
6.77217615e-01 2.36424444e-02 4.85445824e-01 4.87519299e-02
-3.63481568e-01 -2.18257763e-01]
[ -1.68159826e-01 -5.79727485e-01 -8.69191762e-03 -2.01609474e-01
7.62746804e-01 -9.11006190e-02 6.08620277e-01 -8.25896509e-02
-6.64282842e-02 8.36577309e-02]
[ -2.88768987e-01 -3.84357421e-01 5.71414904e-02 -4.37565475e-02
9.08887385e-01 1.41147121e-01 4.04003263e-01 4.79351917e-02
-8.60829399e-02 -1.32543824e-01]
[ -2.01759617e-01 -2.90487017e-01 2.52074796e-01 -2.40894688e-01
6.56655807e-01 -4.50053434e-02 6.75129079e-01 1.33124879e-02
-2.55026905e-01 -2.64755601e-02]
[ -1.28747240e-01 -2.17608673e-01 -1.80321689e-01 -1.00500025e-01
4.86125083e-01 -2.30376237e-01 1.73209767e-01 1.69116465e-01
-8.74494831e-03 -1.18437030e-01]
[ 1.17920075e-01 2.55910868e-01 1.67022182e-01 -8.12186491e-02
-1.08033236e-01 4.69762026e-02 -1.64432334e-01 2.83910884e-01
8.24066351e-02 1.86147855e-01]
[ 3.48440753e-01 3.11491118e-01 -8.39992066e-02 3.11795007e-01
-8.77077183e-01 -2.87116914e-01 -4.70665862e-01 1.77404191e-01
3.79782082e-01 -3.59979011e-02]
[ 4.47088173e-02 1.32535450e-01 2.51950775e-01 2.46983573e-01
-4.90887525e-02 -1.94912643e-01 -1.72653448e-01 -1.33169476e-01
-1.42223697e-01 -2.91899728e-01]
[ 2.47477602e-02 -5.66889412e-02 -1.17759528e-01 -5.22907692e-02
2.37197019e-01 4.03973284e-02 -9.48639685e-03 -1.84381830e-01
3.56393958e-02 2.09817007e-01]
[ 2.57721880e-03 -5.01939594e-02 -6.60788783e-02 -4.87077219e-02
-2.56652137e-02 -1.77396218e-01 8.42716949e-02 1.02585588e-02
3.89247541e-02 8.05194415e-03]
[ 2.97300174e-02 7.17293187e-02 2.44574543e-01 7.51971423e-02
-2.31667565e-01 -1.35021740e-01 1.10010360e-01 3.97052953e-02
-1.84774661e-01 1.08882699e-01]
[ 7.45802340e-02 3.76702355e-02 1.09106298e-01 1.18631087e-02
-2.51246630e-01 6.77705879e-02 5.92750777e-02 -2.70427060e-01
-1.37883963e-02 -8.42592468e-02]
[ -6.23490291e-03 1.02698725e-01 8.67527771e-02 -2.23412818e-02
-6.16249804e-02 1.78745459e-01 8.68652717e-02 1.18991218e-01
-1.56723729e-02 1.80632492e-01]
[ 2.14689099e-01 5.19909505e-02 2.58581582e-02 7.25329985e-02
6.98347587e-02 -2.03489290e-02 -1.46085029e-01 1.47844773e-01
-6.10958316e-02 -2.82746631e-02]
[ 3.94012960e-02 -1.95791648e-02 1.56708481e-02 3.70265069e-02
-3.94697393e-01 -1.21700871e-01 -1.96751672e-01 4.09561244e-02
1.16666395e-01 1.89790456e-01]
[ 4.22969074e-02 5.14904768e-01 1.21069688e-01 4.10936980e-01
-1.09159190e+00 -3.03932659e-01 -6.07269412e-01 -7.26500468e-02
2.85155775e-01 3.28491188e-01]
[ 1.83326399e-01 5.15414287e-01 6.72394320e-02 4.28687478e-01
-8.93669204e-01 -8.57755957e-02 -4.57154084e-01 1.51464916e-01
2.12586045e-01 4.91566051e-01]
[ 2.55792121e-01 2.98074242e-01 2.45735162e-01 1.44417401e-01
-4.07413197e-01 8.11816638e-02 -2.07486704e-01 1.62577828e-01
2.37044850e-01 7.52637907e-02]
[ -7.17806733e-02 2.22873900e-01 2.42592332e-01 1.95327357e-02
-4.49113078e-02 1.29955811e-01 -1.02427549e-01 -1.49021593e-02
-3.06762141e-02 5.36179020e-02]
[ -9.40611790e-02 3.30608290e-03 2.68514490e-02 9.95046411e-02
-6.83315942e-02 1.14189935e-01 2.45666943e-01 2.06431655e-02
-2.69887596e-01 -8.71725109e-02]
[ -2.20478370e-01 -2.56589173e-02 -9.33993774e-02 -3.44791517e-01
1.84006546e-01 1.19900571e-01 1.04566406e-01 1.03439443e-01
-2.07929684e-01 3.14345582e-02]
[ 1.01840027e-02 -3.81371949e-01 -1.27419731e-01 -1.62278115e-01
3.74512722e-01 2.62435025e-02 1.78859908e-01 1.52513741e-01
-1.65654000e-01 -2.21805188e-01]
[ 1.38519699e-01 -1.94370475e-01 -1.43134423e-01 1.11807583e-03
7.60530109e-02 -5.79877804e-02 3.17779054e-02 -1.49932187e-01
1.33195356e-01 -1.19924832e-01]
[ -1.19224829e-01 9.88732741e-02 2.60988310e-01 -1.53009436e-02
1.69072538e-01 8.41806225e-02 2.30732767e-02 -2.98089727e-01
-1.16589313e-01 -6.16940163e-02]
[ -3.52523812e-01 4.62634619e-02 1.12223401e-02 -3.42597290e-02
1.73234512e-01 -1.70726507e-01 -9.26666106e-04 2.34297666e-01
-9.36198895e-02 6.99795939e-02]
[ 1.45460122e-01 4.98337751e-02 -2.36279673e-01 -8.88207381e-02
1.23121522e-01 -2.95027391e-01 4.79165603e-02 -1.68081656e-01
-1.89909322e-03 -1.92007737e-01]
[ 2.14895232e-01 -1.59419348e-01 6.50129520e-02 -1.83733661e-02
7.88692625e-02 -3.55672203e-02 1.08605469e-02 -1.36522867e-01
1.16260483e-01 -1.75123060e-01]
[ -1.11240856e-01 -7.17042266e-02 1.18398369e-01 9.96584291e-02
7.02907247e-02 -1.10317588e-01 2.64842340e-01 -7.83264763e-02
1.76958992e-01 -1.32105605e-02]
[ 6.93564156e-04 -1.75680172e-01 2.03228869e-01 -2.40995997e-01
-6.95601598e-03 1.14061732e-01 5.69949461e-02 -1.15941837e-01
2.57970301e-02 2.24891855e-01]]
[[ 0.62877201]
[ 1.56606046]
[ 0.28609574]
[ 0.88375279]
[-2.65341046]
[-0.24929969]
[-1.56807724]
[ 0.07117146]
[ 0.69600654]
[ 0.90671351]]
Progress: 29.4% ... Training loss: 0.292 ... Validation loss: 0.464[[ 1.60526583e-01 1.99743791e-01 -1.07865080e-01 1.06743939e-01
-5.13923043e-01 -7.09286059e-02 -5.03660541e-02 1.22374205e-01
-6.43547189e-02 1.83321498e-01]
[ 1.24338655e-02 1.53996723e-01 -2.03247045e-02 4.11692524e-02
9.98389887e-02 -5.42903204e-03 3.12104111e-01 4.11127743e-02
1.38762276e-01 -3.07260800e-02]
[ 1.71782554e-01 5.72796423e-01 9.19630108e-03 -1.89327936e-02
3.69066036e-01 -2.58324569e-02 -6.45923346e-01 -3.97098065e-02
5.24796818e-02 2.69691209e-01]
[ 2.38551296e-04 -3.11668520e-01 -2.23640039e-01 7.71027669e-02
-2.47516359e-02 1.52288522e-01 1.39210539e-01 5.81244935e-02
5.03136803e-02 1.81107268e-01]
[ -7.63277409e-03 1.43520588e-01 -1.44189391e-01 4.87171614e-02
3.02028851e-02 -1.82450323e-01 4.16543536e-02 -1.18342501e-01
-1.81105830e-01 -8.72843207e-03]
[ -3.66610538e-01 -5.12939105e-01 -2.90712670e-01 1.66441038e-01
8.88282333e-02 3.99070519e-02 2.00866274e-01 -3.62446618e-02
-7.07096503e-03 8.69230238e-03]
[ -4.52258134e-03 -1.99197677e-01 9.41988005e-03 8.94681360e-02
-4.36267234e-03 -7.11436354e-02 1.76189671e-01 -1.90506121e-01
1.90103564e-01 2.90628472e-02]
[ 1.10846919e-01 -2.44294223e-01 3.36655341e-02 -7.10428794e-02
9.80800828e-02 -4.68666718e-02 7.78096706e-02 1.20352206e-01
7.79730767e-02 -2.68891958e-02]
[ -1.74710288e-01 -1.19351202e-01 -3.05072407e-01 -2.49851275e-02
7.52104761e-03 7.02808114e-02 -1.69219786e-01 -2.89336125e-02
2.58293754e-01 -1.33544297e-01]
[ 6.86884952e-02 -3.37786762e-01 9.52919345e-02 4.85482759e-02
1.24870895e-02 -1.21384269e-01 1.26558245e-01 -1.01393260e-01
3.30783990e-02 1.26339698e-01]
[ -8.74545190e-02 -1.66362575e-02 -2.47762686e-03 -1.57069341e-01
4.43541909e-02 2.24032401e-02 1.59484478e-01 -1.03195778e-01
-2.28335986e-02 -1.35125221e-01]
[ -1.22414598e-01 -1.25104950e-01 -7.28064298e-02 -1.45322675e-02
3.99286637e-01 1.03985802e-01 8.64603185e-02 -1.67783533e-02
-1.77476907e-01 -2.21793227e-01]
[ -1.56972545e-01 4.36118012e-03 6.19163683e-02 2.17009197e-02
-1.72289853e-01 -2.19720223e-01 -1.77935935e-01 -1.97016874e-01
8.69521554e-02 1.74036760e-01]
[ -2.48311625e-01 -2.65967057e-01 1.08467129e-01 2.49264441e-01
-9.34035502e-02 -7.53318827e-02 2.37822286e-03 -2.57257349e-01
-2.36322895e-01 -3.85725787e-02]
[ 1.12662511e-01 -1.25457776e-01 -1.83936971e-02 1.26060375e-01
-3.10009213e-02 -8.93608831e-02 1.80894251e-01 3.92039875e-03
3.42357392e-02 1.79996451e-02]
[ 3.75129515e-02 -7.51635126e-02 -2.11137945e-01 1.49915440e-01
-3.54151323e-02 8.48554350e-02 -6.02879642e-02 -1.98994337e-02
-9.10324325e-02 -4.60742725e-03]
[ -1.16038972e-01 -5.48133583e-02 -2.00453492e-01 1.63026896e-01
-1.92695154e-02 1.32059716e-01 -4.01889193e-03 -2.49676679e-01
7.49339663e-02 -1.92091462e-01]
[ -7.23313551e-02 -4.49279236e-02 2.74405865e-01 9.42948582e-02
1.33202344e-01 -5.98809436e-02 -1.18149911e-01 1.20366183e-01
6.88467078e-02 2.87119416e-02]
[ 5.34486502e-02 -3.42157371e-02 8.66463140e-02 8.50761032e-02
6.98004074e-02 -1.61161085e-02 2.41241247e-01 1.20344909e-01
-3.22114061e-02 -6.79413123e-02]
[ 7.56466321e-03 -1.50586103e-01 -2.91261741e-01 -5.14408861e-02
1.86256213e-01 -9.13246544e-02 1.64816827e-01 1.63776472e-01
1.07244399e-01 -3.03891618e-02]
[ 4.96309528e-02 -1.33000350e-02 -1.16889537e-01 4.33421249e-02
-8.66535186e-02 3.22451633e-01 2.62605172e-01 2.04996761e-01
-1.61511053e-01 -6.16829923e-02]
[ -4.42441888e-03 -3.26314475e-02 1.19289355e-01 9.52489824e-02
2.47722750e-02 1.08571492e-01 -1.12762547e-01 -4.22416421e-02
2.04625119e-01 6.65084399e-02]
[ 1.09571611e-01 7.74204592e-02 -4.62407647e-02 -9.98719279e-02
-9.76697901e-02 -3.30054317e-01 1.11491883e-01 8.67540640e-03
1.42135029e-01 8.93302090e-02]
[ -9.95238162e-02 -2.13922091e-03 -1.55147691e-02 2.26978351e-02
7.04137635e-03 -2.03682825e-01 -8.61703714e-02 -1.98921558e-02
1.58020863e-02 1.28004710e-01]
[ -1.44810960e-01 -8.01900649e-02 -1.97510814e-01 -3.15777407e-03
-2.70413765e-01 -4.79725749e-03 -3.05257770e-04 -2.36996250e-02
3.47773462e-03 6.16807535e-02]
[ -3.28447263e-02 -9.04817874e-02 -7.58372754e-02 -1.31275090e-01
5.43530927e-01 2.77196727e-01 5.62923157e-01 1.12784633e-01
-1.84827355e-01 -3.80076737e-01]
[ -1.58209224e-02 -3.77762172e-01 -2.97758389e-02 -7.27931216e-02
6.59817459e-01 1.00855962e-01 5.13969164e-01 9.14912958e-02
2.95621915e-02 -3.82380678e-01]
[ 1.09753335e-02 -4.36645784e-01 -4.31925178e-02 -1.07613988e-01
6.77902934e-01 2.37250436e-02 4.86209122e-01 4.87307683e-02
-3.63714972e-01 -2.18545588e-01]
[ -1.68392130e-01 -5.80247153e-01 -8.79655416e-03 -2.01947842e-01
7.63500968e-01 -9.10077623e-02 6.09188086e-01 -8.26162022e-02
-6.66843982e-02 8.33176765e-02]
[ -2.88648540e-01 -3.84416379e-01 5.72008692e-02 -4.35407127e-02
9.08129131e-01 1.41081612e-01 4.03940564e-01 4.79528932e-02
-8.59222593e-02 -1.32334351e-01]
[ -2.01990898e-01 -2.91133668e-01 2.51977218e-01 -2.41220452e-01
6.57652135e-01 -4.49148503e-02 6.75644954e-01 1.32873433e-02
-2.55274944e-01 -2.67670394e-02]
[ -1.28907910e-01 -2.17962560e-01 -1.80399740e-01 -1.00737803e-01
4.86805604e-01 -2.30310968e-01 1.73609270e-01 1.69097123e-01
-8.93326981e-03 -1.18670499e-01]
[ 1.17336201e-01 2.54592587e-01 1.66765163e-01 -8.20739462e-02
-1.05719228e-01 4.72149006e-02 -1.62994421e-01 2.83844683e-01
8.17445667e-02 1.85454143e-01]
[ 3.47459685e-01 3.09229722e-01 -8.45168435e-02 3.10195515e-01
-8.72747282e-01 -2.86731815e-01 -4.68552145e-01 1.77274579e-01
3.78725100e-01 -3.74996758e-02]
[ 4.46591387e-02 1.32358787e-01 2.51941524e-01 2.46928902e-01
-4.89907858e-02 -1.94894635e-01 -1.72513970e-01 -1.33173813e-01
-1.42271073e-01 -2.91973544e-01]
[ 2.56565059e-02 -5.44989117e-02 -1.17352961e-01 -5.09993081e-02
2.33386637e-01 4.00369310e-02 -1.17531887e-02 -1.84285103e-01
3.66222953e-02 2.11024692e-01]
[ 1.99094579e-03 -5.15508321e-02 -6.63364337e-02 -4.95371726e-02
-2.34072127e-02 -1.77176103e-01 8.55289345e-02 1.01932822e-02
3.82794301e-02 7.20955676e-03]
[ 2.97545568e-02 7.19314836e-02 2.44566587e-01 7.51731229e-02
-2.31555510e-01 -1.35037961e-01 1.09980744e-01 3.97053805e-02
-1.84822318e-01 1.08914391e-01]
[ 7.45802340e-02 3.76702355e-02 1.09106298e-01 1.18631087e-02
-2.51246630e-01 6.77705879e-02 5.92750777e-02 -2.70427060e-01
-1.37883963e-02 -8.42592468e-02]
[ -7.08783228e-03 1.00925804e-01 8.63533334e-02 -2.36361802e-02
-5.81348758e-02 1.79083914e-01 8.87528846e-02 1.18889459e-01
-1.66878247e-02 1.79334810e-01]
[ 2.14370585e-01 5.12777753e-02 2.56952298e-02 7.20186161e-02
7.11901124e-02 -2.02130066e-02 -1.45372517e-01 1.47803353e-01
-6.15007308e-02 -2.87860840e-02]
[ 3.96755659e-02 -1.88071190e-02 1.57982594e-02 3.74117314e-02
-3.95963753e-01 -1.21800690e-01 -1.97355715e-01 4.09888298e-02
1.16957470e-01 1.90156883e-01]
[ 4.18938103e-02 5.13819949e-01 1.20911177e-01 4.10479195e-01
-1.09051308e+00 -3.03764575e-01 -6.06232969e-01 -7.26911955e-02
2.84792706e-01 3.27959428e-01]
[ 1.83180406e-01 5.14954517e-01 6.71845609e-02 4.28543772e-01
-8.93649420e-01 -8.57219144e-02 -4.56703372e-01 1.51450674e-01
2.12434557e-01 4.91364207e-01]
[ 2.55565988e-01 2.97554762e-01 2.45635956e-01 1.44121041e-01
-4.06682196e-01 8.12632003e-02 -2.06967390e-01 1.62553629e-01
2.36815055e-01 7.49523111e-02]
[ -7.19976055e-02 2.22348028e-01 2.42495680e-01 1.92120189e-02
-4.39164990e-02 1.30048645e-01 -1.01886721e-01 -1.49276708e-02
-3.09174440e-02 5.32925830e-02]
[ -9.39696258e-02 3.55317624e-03 2.68875468e-02 9.96140539e-02
-6.86084782e-02 1.14161018e-01 2.45423360e-01 2.06515830e-02
-2.69803611e-01 -8.70627277e-02]
[ -2.20899809e-01 -2.67069812e-02 -9.35965181e-02 -3.45414791e-01
1.85811388e-01 1.20068130e-01 1.05665089e-01 1.03390425e-01
-2.08391449e-01 3.07979534e-02]
[ 1.01931891e-02 -3.81354427e-01 -1.27417048e-01 -1.62272980e-01
3.74616251e-01 2.62379040e-02 1.78841236e-01 1.52514560e-01
-1.65652219e-01 -2.21789812e-01]
[ 1.38113913e-01 -1.95516391e-01 -1.43379584e-01 3.83997991e-04
7.78611938e-02 -5.77936679e-02 3.26606857e-02 -1.49996442e-01
1.32807261e-01 -1.20711374e-01]
[ -1.20262956e-01 9.64203559e-02 2.60513498e-01 -1.68379349e-02
1.73155429e-01 8.45982945e-02 2.54403806e-02 -2.98211052e-01
-1.17799789e-01 -6.31954472e-02]
[ -3.53361087e-01 4.42439128e-02 1.08254756e-02 -3.55186117e-02
1.76635349e-01 -1.70385625e-01 1.15714599e-03 2.34200906e-01
-9.45912555e-02 6.87169989e-02]
[ 1.44967723e-01 4.91186120e-02 -2.36461200e-01 -8.94179000e-02
1.25033375e-01 -2.94895510e-01 4.86977582e-02 -1.68127779e-01
-2.39268817e-03 -1.92524050e-01]
[ 2.14119337e-01 -1.61371546e-01 6.46703416e-02 -1.94802290e-02
8.17131524e-02 -3.52571547e-02 1.29562401e-02 -1.36607094e-01
1.15427782e-01 -1.76273867e-01]
[ -1.10894000e-01 -7.17334089e-02 1.18537016e-01 1.00113089e-01
6.96416842e-02 -1.10460018e-01 2.64441625e-01 -7.82889800e-02
1.77256435e-01 -1.26694422e-02]
[ -1.09481253e-03 -1.79495153e-01 2.02396058e-01 -2.43533192e-01
-1.43883231e-03 1.14764042e-01 6.11254047e-02 -1.16153585e-01
2.38069809e-02 2.22342203e-01]]
[[ 0.6104701 ]
[ 1.54995131]
[ 0.26774014]
[ 0.8662588 ]
[-2.66930161]
[-0.26417314]
[-1.58410106]
[ 0.05436819]
[ 0.67765756]
[ 0.8882036 ]]
Progress: 29.4% ... Training loss: 0.287 ... Validation loss: 0.457[[ 1.60304226e-01 1.99303252e-01 -1.07954853e-01 1.06274905e-01
-5.11955318e-01 -7.08779977e-02 -4.99424533e-02 1.22364499e-01
-6.46647250e-02 1.82925881e-01]
[ 1.19623715e-02 1.52822037e-01 -2.05326572e-02 4.05375157e-02
1.01466389e-01 -5.22480643e-03 3.13048403e-01 4.10718243e-02
1.38226303e-01 -3.14183183e-02]
[ 1.72812592e-01 5.76549384e-01 9.64360856e-03 -1.77616724e-02
3.67343297e-01 -2.62376312e-02 -6.48659966e-01 -3.96220010e-02
5.34434027e-02 2.70992497e-01]
[ 2.24852949e-03 -3.07722445e-01 -2.22721015e-01 8.00527209e-02
-3.16256000e-02 1.51419235e-01 1.33882225e-01 5.83014619e-02
5.24169646e-02 1.83749134e-01]
[ -1.12261053e-02 1.34539671e-01 -1.45781584e-01 4.33348602e-02
4.57188032e-02 -1.80873711e-01 5.09111324e-02 -1.18670588e-01
-1.85210367e-01 -1.42318492e-02]
[ -3.65893878e-01 -5.11944761e-01 -2.90356007e-01 1.67576769e-01
8.54200223e-02 3.95543189e-02 1.99427345e-01 -3.61689161e-02
-6.15626032e-03 9.87305806e-03]
[ -4.27615620e-03 -1.98436337e-01 9.49770960e-03 8.96367053e-02
-3.79476435e-03 -7.12738387e-02 1.75410388e-01 -1.90478443e-01
1.90255518e-01 2.92447864e-02]
[ 1.10549554e-01 -2.44703089e-01 3.35932351e-02 -7.12858541e-02
9.89950079e-02 -4.68029021e-02 7.84126489e-02 1.20335131e-01
7.77101255e-02 -2.71267239e-02]
[ -1.76247835e-01 -1.23303025e-01 -3.05712965e-01 -2.71341777e-02
1.22385580e-02 7.09449086e-02 -1.65205706e-01 -2.90704904e-02
2.56636352e-01 -1.35790580e-01]
[ 6.84700014e-02 -3.38154821e-01 9.52590447e-02 4.83912208e-02
1.19273666e-02 -1.21372704e-01 1.26933031e-01 -1.01396931e-01
3.29306272e-02 1.26075090e-01]
[ -8.74881913e-02 -1.71526643e-02 -2.46162254e-03 -1.57150767e-01
4.49114221e-02 2.23825391e-02 1.59764492e-01 -1.03190593e-01
-2.28862173e-02 -1.35192957e-01]
[ -1.23034257e-01 -1.26825487e-01 -7.30679077e-02 -1.53815109e-02
4.02081261e-01 1.04239868e-01 8.82043661e-02 -1.68303952e-02
-1.78130210e-01 -2.22581999e-01]
[ -1.56972545e-01 4.36118012e-03 6.19163683e-02 2.17009197e-02
-1.72289853e-01 -2.19720223e-01 -1.77935935e-01 -1.97016874e-01
8.69521554e-02 1.74036760e-01]
[ -2.48019252e-01 -2.65421137e-01 1.08627844e-01 2.49776079e-01
-9.48423841e-02 -7.54947415e-02 1.69900905e-03 -2.57223967e-01
-2.35911803e-01 -3.80344505e-02]
[ 1.12272608e-01 -1.26641329e-01 -1.85581198e-02 1.25587906e-01
-2.96253411e-02 -8.92243995e-02 1.81902808e-01 3.88822045e-03
3.37976752e-02 1.74111168e-02]
[ 3.85778423e-02 -7.29159362e-02 -2.10692031e-01 1.51286281e-01
-3.89636526e-02 8.44198969e-02 -6.27102661e-02 -1.98011458e-02
-8.98791831e-02 -3.04209200e-03]
[ -1.16369557e-01 -5.55305223e-02 -2.00594455e-01 1.62551593e-01
-1.78554200e-02 1.32190500e-01 -3.21674384e-03 -2.49703534e-01
7.45712683e-02 -1.92577748e-01]
[ -7.19337772e-02 -4.40198385e-02 2.74567940e-01 9.48140571e-02
1.31882989e-01 -6.00635586e-02 -1.19114442e-01 1.20402492e-01
6.92334096e-02 2.92311535e-02]
[ 5.33744461e-02 -3.42861896e-02 8.66189637e-02 8.49416472e-02
7.04224700e-02 -1.60867443e-02 2.41303991e-01 1.20340186e-01
-3.22842959e-02 -6.81230776e-02]
[ 8.21903826e-03 -1.48737106e-01 -2.90939703e-01 -5.03783771e-02
1.83371228e-01 -9.16498912e-02 1.63166842e-01 1.63842885e-01
1.08048530e-01 -2.93435833e-02]
[ 4.89588681e-02 -1.50307821e-02 -1.17178422e-01 4.23585678e-02
-8.36794103e-02 3.22751028e-01 2.64338599e-01 2.04935116e-01
-1.62271022e-01 -6.26267852e-02]
[ -5.17495632e-03 -3.42418909e-02 1.18978420e-01 9.42252305e-02
2.76890703e-02 1.08863979e-01 -1.11136602e-01 -4.23068221e-02
2.03775133e-01 6.54760556e-02]
[ 1.09627158e-01 7.75395414e-02 -4.62085787e-02 -9.97892535e-02
-9.80924722e-02 -3.30073063e-01 1.11284833e-01 8.68108555e-03
1.42184205e-01 8.94183475e-02]
[ -9.96942528e-02 -2.72959563e-03 -1.55794712e-02 2.24857487e-02
7.65187049e-03 -2.03611681e-01 -8.56817784e-02 -1.99063922e-02
1.56308850e-02 1.27766900e-01]
[ -1.45759797e-01 -8.25619948e-02 -1.97914850e-01 -4.49073476e-03
-2.67920392e-01 -4.38699001e-03 2.29525774e-03 -2.37854070e-02
2.47449781e-03 6.02738118e-02]
[ -3.25917324e-02 -8.99333805e-02 -7.57326662e-02 -1.30908471e-01
5.42529729e-01 2.77084343e-01 5.62463660e-01 1.12807457e-01
-1.84546104e-01 -3.79743109e-01]
[ -1.59987532e-02 -3.78175277e-01 -2.98591719e-02 -7.30584233e-02
6.60629821e-01 1.00938111e-01 5.14433049e-01 9.14745251e-02
2.93559150e-02 -3.82654738e-01]
[ 1.09989867e-02 -4.36640672e-01 -4.31766401e-02 -1.07574467e-01
6.77632724e-01 2.37135444e-02 4.86197307e-01 4.87334457e-02
-3.63678209e-01 -2.18518831e-01]
[ -1.68547711e-01 -5.80481628e-01 -8.86695949e-03 -2.02178321e-01
7.64195065e-01 -9.09409181e-02 6.09524490e-01 -8.26306512e-02
-6.68504397e-02 8.30856320e-02]
[ -2.88652983e-01 -3.84639678e-01 5.72180503e-02 -4.34812816e-02
9.07929921e-01 1.41065352e-01 4.03965851e-01 4.79562271e-02
-8.58795850e-02 -1.32245573e-01]
[ -2.02180036e-01 -2.91548225e-01 2.51895286e-01 -2.41485508e-01
6.58437257e-01 -4.48381117e-02 6.75972143e-01 1.32710911e-02
-2.55484229e-01 -2.70302636e-02]
[ -1.29007485e-01 -2.18240445e-01 -1.80438903e-01 -1.00860882e-01
4.87195344e-01 -2.30272739e-01 1.73834571e-01 1.69089049e-01
-9.02941600e-03 -1.18794459e-01]
[ 1.17897561e-01 2.56049699e-01 1.67028723e-01 -8.11814269e-02
-1.08367984e-01 4.69463668e-02 -1.64635803e-01 2.83898192e-01
8.23507230e-02 1.86272177e-01]
[ 3.48076970e-01 3.10699962e-01 -8.42474642e-02 3.11030694e-01
-8.74628107e-01 -2.87015848e-01 -4.70169512e-01 1.77333214e-01
3.79383927e-01 -3.65705551e-02]
[ 4.43987374e-02 1.31734895e-01 2.51833487e-01 2.46543378e-01
-4.78772774e-02 -1.94779126e-01 -1.71842815e-01 -1.33196686e-01
-1.42554046e-01 -2.92244025e-01]
[ 2.52851431e-02 -5.55382505e-02 -1.17512789e-01 -5.15493543e-02
2.35063526e-01 4.01869510e-02 -1.07192321e-02 -1.84316958e-01
3.61859699e-02 2.10485323e-01]
[ 1.35806995e-03 -5.30951701e-02 -6.66142939e-02 -5.04459590e-02
-2.06909089e-02 -1.76935721e-01 8.71051356e-02 1.01400239e-02
3.75712957e-02 6.31341477e-03]
[ 2.88740169e-02 6.98645162e-02 2.44198412e-01 7.39328737e-02
-2.27650240e-01 -1.34681000e-01 1.12331260e-01 3.96283686e-02
-1.85795682e-01 1.07663986e-01]
[ 7.43811519e-02 3.71496199e-02 1.09018498e-01 1.15771741e-02
-2.50432701e-01 6.78583612e-02 5.98041168e-02 -2.70445325e-01
-1.40111312e-02 -8.45589199e-02]
[ -6.82102462e-03 1.01664888e-01 8.64681822e-02 -2.32735002e-02
-5.90047400e-02 1.78966728e-01 8.79821880e-02 1.18913087e-01
-1.64131837e-02 1.79710411e-01]
[ 2.14952913e-01 5.28146224e-02 2.59616098e-02 7.29053937e-02
6.87096715e-02 -2.04755550e-02 -1.46801329e-01 1.47859789e-01
-6.08268800e-02 -2.78915088e-02]
[ 3.97793375e-02 -1.85538329e-02 1.58452448e-02 3.75300548e-02
-3.96265615e-01 -1.21823859e-01 -1.97618314e-01 4.09965760e-02
1.17084803e-01 1.90330999e-01]
[ 4.16143282e-02 5.12894068e-01 1.20778402e-01 4.10015553e-01
-1.08933109e+00 -3.03606827e-01 -6.05523055e-01 -7.27193221e-02
2.84411403e-01 3.27373259e-01]
[ 1.82593985e-01 5.13444877e-01 6.69301895e-02 4.27660756e-01
-8.92393548e-01 -8.54676203e-02 -4.54975065e-01 1.51398041e-01
2.11820054e-01 4.90379474e-01]
[ 2.55593413e-01 2.97742215e-01 2.45678587e-01 1.44248667e-01
-4.07137146e-01 8.12341525e-02 -2.07056994e-01 1.62561295e-01
2.36911011e-01 7.50684004e-02]
[ -7.19549735e-02 2.22529986e-01 2.42517336e-01 1.92762986e-02
-4.40995715e-02 1.30028049e-01 -1.02101330e-01 -1.49234400e-02
-3.08681423e-02 5.33567160e-02]
[ -9.35532699e-02 4.42291620e-03 2.70776213e-02 1.00264758e-01
-7.06291474e-02 1.13962503e-01 2.44443965e-01 2.06929268e-02
-2.69292121e-01 -8.63913944e-02]
[ -2.20794672e-01 -2.65478292e-02 -9.35503601e-02 -3.45256917e-01
1.85315534e-01 1.20021427e-01 1.05474677e-01 1.03400871e-01
-2.08269473e-01 3.09533895e-02]
[ 1.01583461e-02 -3.81573826e-01 -1.27431072e-01 -1.62321123e-01
3.74870210e-01 2.62466613e-02 1.78929118e-01 1.52511124e-01
-1.65689045e-01 -2.21838269e-01]
[ 1.38776282e-01 -1.93847940e-01 -1.43080549e-01 1.38728734e-03
7.39301253e-02 -5.80730150e-02 3.09983111e-02 -1.49934723e-01
1.33581937e-01 -1.19717609e-01]
[ -1.21351271e-01 9.38199747e-02 2.60034368e-01 -1.83688684e-02
1.77648649e-01 8.50697278e-02 2.79247803e-02 -2.98304011e-01
-1.19044621e-01 -6.48062593e-02]
[ -3.52774256e-01 4.50043526e-02 1.11425816e-02 -3.47097260e-02
1.74016223e-01 -1.70679393e-01 6.64507055e-05 2.34262557e-01
-9.38203478e-02 6.95185609e-02]
[ 1.44012129e-01 4.68771216e-02 -2.36865907e-01 -9.06994566e-02
1.28904617e-01 -2.94535054e-01 5.10544470e-02 -1.68209262e-01
-3.45170213e-03 -1.93906827e-01]
[ 2.13730911e-01 -1.62224918e-01 6.45125631e-02 -1.99761262e-02
8.32775992e-02 -3.51159611e-02 1.38123366e-02 -1.36638007e-01
1.14989718e-01 -1.76729599e-01]
[ -1.10353563e-01 -7.04284257e-02 1.18763608e-01 1.00824307e-01
6.79482940e-02 -1.10702533e-01 2.63106647e-01 -7.82395932e-02
1.77783356e-01 -1.18952952e-02]
[ -1.32393956e-03 -1.80138787e-01 2.02316576e-01 -2.43835922e-01
-3.32023238e-04 1.14851519e-01 6.19151153e-02 -1.16171517e-01
2.36226923e-02 2.22100936e-01]]
[[ 0.60863012]
[ 1.54645032]
[ 0.26547825]
[ 0.86429922]
[-2.67083426]
[-0.26482921]
[-1.58720497]
[ 0.05477654]
[ 0.67651543]
[ 0.88718878]]
Progress: 29.5% ... Training loss: 0.288 ... Validation loss: 0.460[[ 1.59332398e-01 1.96206903e-01 -1.08383430e-01 1.04768387e-01
-5.07955004e-01 -7.04409736e-02 -4.73326652e-02 1.22278848e-01
-6.56418225e-02 1.81714348e-01]
[ 1.22965954e-02 1.53538476e-01 -2.03888976e-02 4.09966041e-02
1.00420690e-01 -5.37102025e-03 3.12164260e-01 4.11011579e-02
1.38587636e-01 -3.09065932e-02]
[ 1.71320034e-01 5.74696599e-01 8.99845115e-03 -2.04318605e-02
3.74174347e-01 -2.54241831e-02 -6.47309713e-01 -3.97874262e-02
5.15348570e-02 2.68583480e-01]
[ 2.59054899e-03 -3.09799933e-01 -2.22708544e-01 8.04850962e-02
-3.11805782e-02 1.51300390e-01 1.35734051e-01 5.83176854e-02
5.31579503e-02 1.84568361e-01]
[ -8.34661700e-03 1.41713784e-01 -1.44604334e-01 4.76306758e-02
3.31667207e-02 -1.82176129e-01 4.38924086e-02 -1.18392657e-01
-1.82107132e-01 -9.85288905e-03]
[ -3.64618054e-01 -5.10391262e-01 -2.89846626e-01 1.69417490e-01
8.01872445e-02 3.89631786e-02 1.97541649e-01 -3.60466491e-02
-4.67031045e-03 1.16888177e-02]
[ -5.06847913e-03 -2.00549683e-01 9.17046510e-03 8.85294814e-02
-9.54468556e-04 -7.09230857e-02 1.77471607e-01 -1.90544846e-01
1.89497146e-01 2.80556736e-02]
[ 1.10882634e-01 -2.44415301e-01 3.37115226e-02 -7.09939466e-02
9.77637186e-02 -4.69028990e-02 7.73867003e-02 1.20355276e-01
7.80474644e-02 -2.65536177e-02]
[ -1.77473022e-01 -1.26612426e-01 -3.06214437e-01 -2.88474149e-02
1.63256288e-02 7.14603525e-02 -1.61888594e-01 -2.91799573e-02
2.55532537e-01 -1.37611344e-01]
[ 6.86061543e-02 -3.38916062e-01 9.52956572e-02 4.83749367e-02
1.05714747e-02 -1.21394495e-01 1.26901789e-01 -1.01386188e-01
3.31162905e-02 1.26259589e-01]
[ -8.79076617e-02 -1.86738170e-02 -2.64269768e-03 -1.57700870e-01
4.68376622e-02 2.25522348e-02 1.61079618e-01 -1.03225375e-01
-2.30807956e-02 -1.35767576e-01]
[ -1.23159547e-01 -1.28124554e-01 -7.31244931e-02 -1.55029569e-02
4.01974212e-01 1.04267023e-01 8.93871680e-02 -1.68398142e-02
-1.78160194e-01 -2.22812891e-01]
[ -1.56972545e-01 4.36118012e-03 6.19163683e-02 2.17009197e-02
-1.72289853e-01 -2.19720223e-01 -1.77935935e-01 -1.97016874e-01
8.69521554e-02 1.74036760e-01]
[ -2.48203021e-01 -2.65658731e-01 1.08546096e-01 2.49487796e-01
-9.41403610e-02 -7.54121404e-02 2.06812919e-03 -2.57241066e-01
-2.36132333e-01 -3.83071940e-02]
[ 1.12856613e-01 -1.26192110e-01 -1.83240145e-02 1.26478841e-01
-3.22755064e-02 -8.94960943e-02 1.81341231e-01 3.94441609e-03
3.44710971e-02 1.82089924e-02]
[ 3.92719947e-02 -7.20843085e-02 -2.10419132e-01 1.52277518e-01
-4.15043510e-02 8.40917381e-02 -6.39220678e-02 -1.97333797e-02
-8.90435351e-02 -2.00867851e-03]
[ -1.17097359e-01 -5.72261925e-02 -2.00897429e-01 1.61531829e-01
-1.52149190e-02 1.32511733e-01 -1.36088167e-03 -2.49765248e-01
7.38648479e-02 -1.93651264e-01]
[ -7.16833762e-02 -4.35127863e-02 2.74680960e-01 9.51496844e-02
1.30937700e-01 -6.01708052e-02 -1.19671053e-01 1.20425446e-01
6.94807207e-02 2.95367779e-02]
[ 5.32526652e-02 -3.47219587e-02 8.65851148e-02 8.48187079e-02
7.03782182e-02 -1.60180669e-02 2.41433285e-01 1.20332811e-01
-3.23423896e-02 -6.82351174e-02]
[ 9.09889537e-03 -1.46712433e-01 -2.90583739e-01 -4.92334885e-02
1.80195946e-01 -9.20211848e-02 1.60897959e-01 1.63915555e-01
1.08963270e-01 -2.81525290e-02]
[ 4.88051555e-02 -1.53023362e-02 -1.17220749e-01 4.21763712e-02
-8.36812269e-02 3.22797866e-01 2.64592367e-01 2.04922123e-01
-1.62407585e-01 -6.29452653e-02]
[ -6.06008353e-03 -3.69165662e-02 1.18561326e-01 9.28098458e-02
3.20380068e-02 1.09289121e-01 -1.08845718e-01 -4.23956194e-02
2.02881158e-01 6.43846690e-02]
[ 1.08924991e-01 7.55701700e-02 -4.65044055e-02 -1.00785462e-01
-9.58903423e-02 -3.29770840e-01 1.13282387e-01 8.61762907e-03
1.41492961e-01 8.83669073e-02]
[ -9.96942528e-02 -2.72959563e-03 -1.55794712e-02 2.24857487e-02
7.65187049e-03 -2.03611681e-01 -8.56817784e-02 -1.99063922e-02
1.56308850e-02 1.27766900e-01]
[ -1.45802462e-01 -8.26713927e-02 -1.97918066e-01 -4.51648206e-03
-2.67993180e-01 -4.38025139e-03 2.46433527e-03 -2.37870163e-02
2.47130518e-03 6.02444392e-02]
[ -3.25492575e-02 -8.99648747e-02 -7.57246971e-02 -1.30855618e-01
5.42360834e-01 2.77066388e-01 5.62385016e-01 1.12811065e-01
-1.84497955e-01 -3.79686133e-01]
[ -1.61839291e-02 -3.78649144e-01 -2.99410973e-02 -7.33223438e-02
6.61451948e-01 1.01013524e-01 5.14875780e-01 9.14597026e-02
2.91470415e-02 -3.82887112e-01]
[ 1.10705241e-02 -4.36754155e-01 -4.31532379e-02 -1.07482679e-01
6.77296499e-01 2.36883319e-02 4.86283963e-01 4.87390845e-02
-3.63616035e-01 -2.18443444e-01]
[ -1.68369252e-01 -5.80478871e-01 -8.81304584e-03 -2.01910777e-01
7.63373910e-01 -9.10243846e-02 6.09418064e-01 -8.26143063e-02
-6.66422857e-02 8.33647262e-02]
[ -2.88314920e-01 -3.84192852e-01 5.73669398e-02 -4.29809264e-02
9.06521873e-01 1.40914949e-01 4.03320767e-01 4.79879454e-02
-8.54964740e-02 -1.31740898e-01]
[ -2.01923124e-01 -2.91554991e-01 2.52029035e-01 -2.41033430e-01
6.57059915e-01 -4.49784806e-02 6.75882830e-01 1.32989203e-02
-2.55133901e-01 -2.65667943e-02]
[ -1.28752283e-01 -2.17913766e-01 -1.80327690e-01 -1.00465221e-01
4.85961318e-01 -2.30394225e-01 1.73420844e-01 1.69114100e-01
-8.71825196e-03 -1.18414407e-01]
[ 1.17652634e-01 2.55655199e-01 1.66894487e-01 -8.16391390e-02
-1.06993264e-01 4.70864547e-02 -1.64087697e-01 2.83870384e-01
8.20361431e-02 1.86120460e-01]
[ 3.46568058e-01 3.06790531e-01 -8.48837168e-02 3.08802713e-01
-8.68435269e-01 -2.86330099e-01 -4.66295691e-01 1.77191473e-01
3.78066510e-01 -3.88042905e-02]
[ 4.41978264e-02 1.31334671e-01 2.51742045e-01 2.46249572e-01
-4.70190566e-02 -1.94689338e-01 -1.71393355e-01 -1.33215361e-01
-1.42786397e-01 -2.92547786e-01]
[ 2.60422472e-02 -5.36855254e-02 -1.17163776e-01 -5.03915594e-02
2.31642596e-01 3.98266582e-02 -1.28404898e-02 -1.84244711e-01
3.70322217e-02 2.11605032e-01]
[ 9.30217944e-04 -5.40116050e-02 -6.68064854e-02 -5.10701874e-02
-1.89608082e-02 -1.76757937e-01 8.81686391e-02 1.01012324e-02
3.71016339e-02 5.67356710e-03]
[ 2.90949553e-02 7.03783280e-02 2.44306651e-01 7.43137108e-02
-2.28826495e-01 -1.34783413e-01 1.11744382e-01 3.96535577e-02
-1.85485085e-01 1.08046588e-01]
[ 7.43635268e-02 3.71943097e-02 1.09010268e-01 1.15340296e-02
-2.50595173e-01 6.78585203e-02 5.96650420e-02 -2.70445502e-01
-1.40066599e-02 -8.46149310e-02]
[ -6.73950803e-03 1.01874536e-01 8.65025230e-02 -2.31565933e-02
-5.93432514e-02 1.78930982e-01 8.77672610e-02 1.18920109e-01
-1.63229206e-02 1.79821702e-01]
[ 2.13894201e-01 5.02858979e-02 2.55063408e-02 7.12930303e-02
7.29526645e-02 -1.99891578e-02 -1.44445824e-01 1.47759267e-01
-6.20818786e-02 -2.95240845e-02]
[ 4.02712363e-02 -1.73634497e-02 1.60669419e-02 3.82621256e-02
-3.98531748e-01 -1.22038387e-01 -1.98709575e-01 4.10422572e-02
1.17571515e-01 1.91032084e-01]
[ 4.20032464e-02 5.13629200e-01 1.20942449e-01 4.10537225e-01
-1.09085206e+00 -3.03762103e-01 -6.06284538e-01 -7.26826006e-02
2.84839636e-01 3.27859070e-01]
[ 1.82473176e-01 5.13062890e-01 6.68733845e-02 4.27449523e-01
-8.92228772e-01 -8.54154792e-02 -4.54596642e-01 1.51386061e-01
2.11732293e-01 4.90155805e-01]
[ 2.55351882e-01 2.97296861e-01 2.45570300e-01 1.43894738e-01
-4.06151286e-01 8.13353603e-02 -2.06521299e-01 1.62539084e-01
2.36668687e-01 7.47012775e-02]
[ -7.16815019e-02 2.23079094e-01 2.42634234e-01 1.96542900e-02
-4.49491367e-02 1.29909010e-01 -1.02793903e-01 -1.48986228e-02
-3.05729366e-02 5.37605532e-02]
[ -9.34069378e-02 4.90520856e-03 2.71404369e-02 1.00478974e-01
-7.11457165e-02 1.13898143e-01 2.43960720e-01 2.07060475e-02
-2.69127351e-01 -8.61795875e-02]
[ -2.21084656e-01 -2.72726255e-02 -9.36681369e-02 -3.45671997e-01
1.86623763e-01 1.20145116e-01 1.06227916e-01 1.03374615e-01
-2.08598737e-01 3.05144775e-02]
[ 1.05433512e-02 -3.81182279e-01 -1.27285891e-01 -1.61767326e-01
3.73250746e-01 2.60798513e-02 1.78332556e-01 1.52545664e-01
-1.65260298e-01 -2.21355349e-01]
[ 1.37941839e-01 -1.96687851e-01 -1.43415271e-01 2.80904138e-04
7.59379269e-02 -5.77234628e-02 3.35933582e-02 -1.50006923e-01
1.33035056e-01 -1.20865357e-01]
[ -1.21522706e-01 9.31333872e-02 2.59973624e-01 -1.87165279e-02
1.79100334e-01 8.51573587e-02 2.82152405e-02 -2.98322401e-01
-1.19272668e-01 -6.50896591e-02]
[ -3.52918540e-01 4.45688999e-02 1.10851151e-02 -3.49678720e-02
1.74220110e-01 -1.70624232e-01 4.86776315e-04 2.34248543e-01
-9.39602038e-02 6.92300597e-02]
[ 1.45312471e-01 4.92364862e-02 -2.36326621e-01 -8.87091948e-02
1.23176993e-01 -2.95132942e-01 4.84344826e-02 -1.68082592e-01
-1.97626527e-03 -1.92007390e-01]
[ 2.13057597e-01 -1.64476622e-01 6.41837758e-02 -2.10230935e-02
8.61319797e-02 -3.48000621e-02 1.57756896e-02 -1.36700235e-01
1.14157756e-01 -1.77787476e-01]
[ -1.09884881e-01 -6.94574564e-02 1.18966834e-01 1.01481564e-01
6.61076317e-02 -1.10905928e-01 2.62034615e-01 -7.81969327e-02
1.78321750e-01 -1.12635828e-02]
[ -1.67809574e-03 -1.80836927e-01 2.02154736e-01 -2.44412118e-01
1.18180776e-03 1.15019619e-01 6.28046116e-02 -1.16207472e-01
2.33167094e-02 2.21726300e-01]]
[[ 0.60454534]
[ 1.54288138]
[ 0.26258243]
[ 0.86240924]
[-2.66867586]
[-0.26714239]
[-1.58418624]
[ 0.05264845]
[ 0.67207098]
[ 0.88552337]]
Progress: 29.6% ... Training loss: 0.290 ... Validation loss: 0.462[[ 1.59908290e-01 1.97401436e-01 -1.08170543e-01 1.05411742e-01
-5.09538551e-01 -7.07045603e-02 -4.84975030e-02 1.22313165e-01
-6.48444592e-02 1.82362995e-01]
[ 1.30151171e-02 1.55261137e-01 -2.00786239e-02 4.20543995e-02
9.73642301e-02 -5.69806816e-03 3.10348348e-01 4.11655155e-02
1.39394012e-01 -2.98388756e-02]
[ 1.71270512e-01 5.76117954e-01 8.93100794e-03 -2.06487580e-02
3.73826413e-01 -2.53914862e-02 -6.48115239e-01 -3.98069111e-02
5.13766767e-02 2.68066770e-01]
[ 5.37065659e-03 -3.04461657e-01 -2.21527375e-01 8.44752887e-02
-4.15871997e-02 1.50093989e-01 1.29568184e-01 5.85691685e-02
5.64958261e-02 1.89072050e-01]
[ -7.81932672e-03 1.43294773e-01 -1.44330223e-01 4.86968027e-02
2.95418482e-02 -1.82553616e-01 4.24047531e-02 -1.18329530e-01
-1.81561054e-01 -9.15831573e-03]
[ -3.63492213e-01 -5.08603077e-01 -2.89351278e-01 1.71043589e-01
7.57841640e-02 3.84530872e-02 1.95282930e-01 -3.59458441e-02
-3.34528026e-03 1.33976571e-02]
[ -5.25236450e-03 -2.01893857e-01 9.02169420e-03 8.82029414e-02
3.84214936e-04 -7.08969338e-02 1.78442670e-01 -1.90566788e-01
1.89361740e-01 2.78157499e-02]
[ 1.12957868e-01 -2.39202564e-01 3.46438596e-02 -6.79968252e-02
8.87328825e-02 -4.78242342e-02 7.21959895e-02 1.20532334e-01
8.04889840e-02 -2.36454651e-02]
[ -1.77028173e-01 -1.25570734e-01 -3.06021956e-01 -2.82153082e-02
1.45199502e-02 7.12594972e-02 -1.62947550e-01 -2.91390549e-02
2.56014019e-01 -1.36977911e-01]
[ 7.00600906e-02 -3.36025197e-01 9.59345405e-02 5.05059541e-02
4.27861641e-03 -1.22120936e-01 1.23870050e-01 -1.01269715e-01
3.48707759e-02 1.28364639e-01]
[ -8.71755776e-02 -1.74557037e-02 -2.32940050e-03 -1.56769604e-01
4.45103155e-02 2.22656346e-02 1.59510031e-01 -1.03161241e-01
-2.21898600e-02 -1.34821912e-01]
[ -1.21883528e-01 -1.25535093e-01 -7.26052791e-02 -1.36364526e-02
3.96693505e-01 1.03673935e-01 8.64511714e-02 -1.67235981e-02
-1.76692989e-01 -2.20853103e-01]
[ -1.56972545e-01 4.36118012e-03 6.19163683e-02 2.17009197e-02
-1.72289853e-01 -2.19720223e-01 -1.77935935e-01 -1.97016874e-01
8.69521554e-02 1.74036760e-01]
[ -2.48181285e-01 -2.65989950e-01 1.08549766e-01 2.49563751e-01
-9.43668032e-02 -7.54450016e-02 2.26103034e-03 -2.57235693e-01
-2.36060707e-01 -3.82814697e-02]
[ 1.13347002e-01 -1.25310736e-01 -1.81072221e-02 1.27109111e-01
-3.35674621e-02 -8.97008559e-02 1.80260626e-01 3.98557982e-03
3.50253262e-02 1.89581782e-02]
[ 4.00285590e-02 -7.02179725e-02 -2.10114968e-01 1.53338927e-01
-4.46040452e-02 8.37606928e-02 -6.59420910e-02 -1.96668662e-02
-8.82171511e-02 -8.53408828e-04]
[ -1.16489748e-01 -5.62619690e-02 -2.00635237e-01 1.62438543e-01
-1.77659999e-02 1.32213425e-01 -2.51962929e-03 -2.49716202e-01
7.45707438e-02 -1.92746104e-01]
[ -7.27030555e-02 -4.63295010e-02 2.74200047e-01 9.36683132e-02
1.35332985e-01 -5.97420969e-02 -1.16818577e-01 1.20332462e-01
6.83646379e-02 2.81168387e-02]
[ 5.30688722e-02 -3.52290681e-02 8.65015501e-02 8.44488970e-02
7.15307411e-02 -1.59298022e-02 2.41944925e-01 1.20314035e-01
-3.25503218e-02 -6.86490229e-02]
[ 1.00471128e-02 -1.44625809e-01 -2.90186547e-01 -4.79549549e-02
1.76357371e-01 -9.24106415e-02 1.58728936e-01 1.63990317e-01
1.10019503e-01 -2.69186262e-02]
[ 4.93420171e-02 -1.38919783e-02 -1.16961389e-01 4.30104314e-02
-8.61881044e-02 3.22545283e-01 2.63037747e-01 2.04972269e-01
-1.61735255e-01 -6.20790263e-02]
[ -5.30862799e-03 -3.48412024e-02 1.18901394e-01 9.39684525e-02
2.85845310e-02 1.08939112e-01 -1.10806357e-01 -4.23271533e-02
2.03785013e-01 6.54648656e-02]
[ 1.09500612e-01 7.69706346e-02 -4.62581580e-02 -9.99660114e-02
-9.82852915e-02 -3.30026370e-01 1.11887344e-01 8.66814203e-03
1.42124029e-01 8.91930137e-02]
[ -9.98899922e-02 -3.25064741e-03 -1.56613937e-02 2.22057463e-02
8.51651339e-03 -2.03528475e-01 -8.51795714e-02 -1.99215942e-02
1.54113190e-02 1.27480018e-01]
[ -1.45629667e-01 -8.24816022e-02 -1.97829958e-01 -4.22150897e-03
-2.68943492e-01 -4.47200540e-03 2.20648765e-03 -2.37692139e-02
2.70589069e-03 6.05338821e-02]
[ -3.20887059e-02 -8.88223907e-02 -7.55280935e-02 -1.30201865e-01
5.40655332e-01 2.76862771e-01 5.61237782e-01 1.12851897e-01
-1.83975817e-01 -3.78989237e-01]
[ -1.60698507e-02 -3.78577219e-01 -2.98851151e-02 -7.31503423e-02
6.60968526e-01 1.00956879e-01 5.14756770e-01 9.14717522e-02
2.92944947e-02 -3.82732783e-01]
[ 1.09505300e-02 -4.37140248e-01 -4.32138971e-02 -1.07682910e-01
6.77718800e-01 2.37488941e-02 4.86666260e-01 4.87268497e-02
-3.63774091e-01 -2.18647541e-01]
[ -1.67958669e-01 -5.79962409e-01 -8.63615552e-03 -2.01296358e-01
7.61763265e-01 -9.12109571e-02 6.08731499e-01 -8.25783550e-02
-6.61693752e-02 8.39967042e-02]
[ -2.88107755e-01 -3.83887456e-01 5.74650880e-02 -4.26579228e-02
9.05652902e-01 1.40814790e-01 4.02921730e-01 4.80075860e-02
-8.52461691e-02 -1.31424635e-01]
[ -2.01924363e-01 -2.91649987e-01 2.52035441e-01 -2.41006092e-01
6.57066195e-01 -4.49893440e-02 6.75985682e-01 1.33010392e-02
-2.55104611e-01 -2.65311146e-02]
[ -1.28365148e-01 -2.17133879e-01 -1.80167768e-01 -9.98849726e-02
4.84380319e-01 -2.30571835e-01 1.72465300e-01 1.69147825e-01
-8.27308309e-03 -1.17831360e-01]
[ 1.17495611e-01 2.55423297e-01 1.66835212e-01 -8.18802227e-02
-1.06352985e-01 4.71578992e-02 -1.63586873e-01 2.83851762e-01
8.18879661e-02 1.85964877e-01]
[ 3.46680272e-01 3.06423262e-01 -8.48806015e-02 3.08828247e-01
-8.68233679e-01 -2.86361502e-01 -4.66304184e-01 1.77196666e-01
3.78257678e-01 -3.87115891e-02]
[ 4.41755124e-02 1.31240689e-01 2.51736900e-01 2.46228440e-01
-4.69465399e-02 -1.94687668e-01 -1.71362891e-01 -1.33215337e-01
-1.42808534e-01 -2.92556348e-01]
[ 2.58611816e-02 -5.43525814e-02 -1.17252744e-01 -5.06685640e-02
2.32468386e-01 3.98980588e-02 -1.22561864e-02 -1.84264211e-01
3.68046295e-02 2.11354470e-01]
[ 1.34738115e-03 -5.30214010e-02 -6.66559793e-02 -5.05075420e-02
-2.06476677e-02 -1.76921508e-01 8.71283390e-02 1.01346602e-02
3.75254323e-02 6.21549295e-03]
[ 2.85044642e-02 6.89295933e-02 2.44045804e-01 7.34012551e-02
-2.26067887e-01 -1.34537827e-01 1.13374771e-01 3.96020511e-02
-1.86178309e-01 1.07123746e-01]
[ 7.47912249e-02 3.84009931e-02 1.09208434e-01 1.22267869e-02
-2.52827742e-01 6.76422341e-02 5.85350970e-02 -2.70409570e-01
-1.34658922e-02 -8.40139817e-02]
[ -6.81088489e-03 1.01551057e-01 8.64572411e-02 -2.32720263e-02
-5.90153145e-02 1.78961960e-01 8.80761406e-02 1.18912491e-01
-1.64099872e-02 1.79695056e-01]
[ 2.14362712e-01 5.14741740e-02 2.57093867e-02 7.19609987e-02
7.08553090e-02 -2.01991798e-02 -1.45650798e-01 1.47799141e-01
-6.15827021e-02 -2.88531242e-02]
[ 4.01343637e-02 -1.76740065e-02 1.60032009e-02 3.80515313e-02
-3.97925907e-01 -1.21985352e-01 -1.98388890e-01 4.10300863e-02
1.17408474e-01 1.90825761e-01]
[ 4.24300054e-02 5.14536943e-01 1.21130396e-01 4.11115291e-01
-1.09248424e+00 -3.03932056e-01 -6.07320495e-01 -7.26444492e-02
2.85351859e-01 3.28402529e-01]
[ 1.82494239e-01 5.13093286e-01 6.68846399e-02 4.27474172e-01
-8.92253611e-01 -8.54233324e-02 -4.54646217e-01 1.51388589e-01
2.11761749e-01 4.90192545e-01]
[ 2.56112824e-01 2.99412478e-01 2.45947867e-01 1.45149375e-01
-4.09867730e-01 8.09532841e-02 -2.08800508e-01 1.62614614e-01
2.37630972e-01 7.59833342e-02]
[ -7.17499708e-02 2.22913129e-01 2.42604872e-01 1.95591872e-02
-4.46474651e-02 1.29938382e-01 -1.02623511e-01 -1.49035991e-02
-3.06496679e-02 5.36619633e-02]
[ -9.28014202e-02 6.41399070e-03 2.74057138e-02 1.01346441e-01
-7.36986936e-02 1.13639036e-01 2.42395832e-01 2.07580196e-02
-2.68452002e-01 -8.53387819e-02]
[ -2.20827801e-01 -2.66877939e-02 -9.35626378e-02 -3.45314367e-01
1.85567821e-01 1.20034710e-01 1.05597853e-01 1.03396118e-01
-2.08323672e-01 3.08801844e-02]
[ 1.02779997e-02 -3.81742491e-01 -1.27397551e-01 -1.62167621e-01
3.74435724e-01 2.61958175e-02 1.79014942e-01 1.52520660e-01
-1.65548202e-01 -2.21765141e-01]
[ 1.37105408e-01 -1.99417477e-01 -1.43816035e-01 -1.03096525e-03
7.92153918e-02 -5.73251099e-02 3.61111439e-02 -1.50088414e-01
1.32169538e-01 -1.22281334e-01]
[ -1.20688411e-01 9.50304196e-02 2.60334831e-01 -1.75061833e-02
1.75617462e-01 8.47849323e-02 2.61993907e-02 -2.98247139e-01
-1.18339971e-01 -6.38680675e-02]
[ -3.52294870e-01 4.56602503e-02 1.13461299e-02 -3.42020316e-02
1.72911905e-01 -1.70881347e-01 -7.81437813e-04 2.34293409e-01
-9.32818718e-02 6.99721317e-02]
[ 1.45885343e-01 5.06378068e-02 -2.36070482e-01 -8.77480129e-02
1.20727007e-01 -2.95488101e-01 4.68600861e-02 -1.68015235e-01
-1.22542622e-03 -1.90972823e-01]
[ 2.12734757e-01 -1.65343735e-01 6.40498139e-02 -2.15010540e-02
8.74707502e-02 -3.46632484e-02 1.66646940e-02 -1.36727219e-01
1.13806044e-01 -1.78257435e-01]
[ -1.09475621e-01 -6.86473019e-02 1.19145616e-01 1.02092700e-01
6.42593379e-02 -1.11095500e-01 2.61147991e-01 -7.81599501e-02
1.78789007e-01 -1.06404088e-02]
[ 5.03119433e-04 -1.75741605e-01 2.03103713e-01 -2.41242004e-01
-8.24598169e-03 1.14052595e-01 5.76055835e-02 -1.16026642e-01
2.58174392e-02 2.25001333e-01]]
[[ 0.61537622]
[ 1.55109088]
[ 0.27218625]
[ 0.87427911]
[-2.65552284]
[-0.25442169]
[-1.5687341 ]
[ 0.06426647]
[ 0.68440273]
[ 0.89804421]]
Progress: 29.6% ... Training loss: 0.286 ... Validation loss: 0.462[[ 1.60665540e-01 1.99172603e-01 -1.07830414e-01 1.06261184e-01
-5.11153157e-01 -7.09071794e-02 -4.98504303e-02 1.22387852e-01
-6.41600353e-02 1.83045960e-01]
[ 1.36664830e-02 1.56588802e-01 -1.97980442e-02 4.30109231e-02
9.46333061e-02 -5.96351839e-03 3.08752444e-01 4.12329523e-02
1.40096576e-01 -2.89073149e-02]
[ 1.75530327e-01 5.84587830e-01 1.07755582e-02 -1.48508546e-02
3.58073053e-01 -2.70690438e-02 -6.58041497e-01 -3.93668791e-02
5.57975425e-02 2.73646323e-01]
[ 3.98487352e-03 -3.06709639e-01 -2.22066768e-01 8.26559125e-02
-3.59667712e-02 1.50597075e-01 1.32490934e-01 5.84219603e-02
5.50941899e-02 1.87164149e-01]
[ -6.65481970e-03 1.45952354e-01 -1.43741942e-01 5.05387845e-02
2.52000518e-02 -1.83107757e-01 3.95383887e-02 -1.18203063e-01
-1.80104584e-01 -7.54657243e-03]
[ -3.65694191e-01 -5.13306672e-01 -2.90306347e-01 1.67882836e-01
8.48674936e-02 3.93837605e-02 2.00509576e-01 -3.61824929e-02
-5.87740879e-03 1.01532772e-02]
[ -6.24543653e-03 -2.04448655e-01 8.56776611e-03 8.67285645e-02
4.98821570e-03 -7.04645586e-02 1.81235583e-01 -1.90668672e-01
1.88222092e-01 2.62672079e-02]
[ 1.15108053e-01 -2.34509122e-01 3.56184881e-02 -6.49516965e-02
7.99171872e-02 -4.86736678e-02 6.73158114e-02 1.20763689e-01
8.27948929e-02 -2.07930470e-02]
[ -1.76876984e-01 -1.25232101e-01 -3.05931990e-01 -2.79504419e-02
1.31310723e-02 7.11739539e-02 -1.63123926e-01 -2.91208128e-02
2.56271268e-01 -1.36781907e-01]
[ 7.05527130e-02 -3.35297055e-01 9.61768971e-02 5.10786674e-02
2.11739713e-03 -1.22265998e-01 1.23576405e-01 -1.01215529e-01
3.54094166e-02 1.28665742e-01]
[ -8.82439657e-02 -1.98650955e-02 -2.80634809e-03 -1.58236861e-01
4.86922495e-02 2.27238664e-02 1.62147142e-01 -1.03274143e-01
-2.35032577e-02 -1.36434733e-01]
[ -1.22201438e-01 -1.26080160e-01 -7.27150909e-02 -1.40670434e-02
3.98155548e-01 1.03788836e-01 8.70707104e-02 -1.67538181e-02
-1.77026850e-01 -2.21285884e-01]
[ -1.56972545e-01 4.36118012e-03 6.19163683e-02 2.17009197e-02
-1.72289853e-01 -2.19720223e-01 -1.77935935e-01 -1.97016874e-01
8.69521554e-02 1.74036760e-01]
[ -2.48574722e-01 -2.66849101e-01 1.08347268e-01 2.48897080e-01
-9.22920335e-02 -7.52541964e-02 3.32454532e-03 -2.57280655e-01
-2.36574632e-01 -3.89122313e-02]
[ 1.13061782e-01 -1.25809193e-01 -1.82173907e-02 1.26705607e-01
-3.23536074e-02 -8.95887587e-02 1.80765026e-01 3.95528298e-03
3.47107691e-02 1.85327362e-02]
[ 3.88019236e-02 -7.28916145e-02 -2.10634170e-01 1.51620569e-01
-3.97794512e-02 8.42700132e-02 -6.30365119e-02 -1.97968542e-02
-8.96003229e-02 -2.60223747e-03]
[ -1.17056208e-01 -5.75714205e-02 -2.00881801e-01 1.61658788e-01
-1.53649908e-02 1.32443384e-01 -1.09574579e-03 -2.49775383e-01
7.39714975e-02 -1.93560412e-01]
[ -7.29683675e-02 -4.72754711e-02 2.74061980e-01 9.32448233e-02
1.36645287e-01 -5.96045326e-02 -1.15861660e-01 1.20304482e-01
6.80311938e-02 2.76454696e-02]
[ 5.26617562e-02 -3.61505274e-02 8.63366213e-02 8.38433793e-02
7.31995896e-02 -1.57619224e-02 2.42863527e-01 1.20275019e-01
-3.30318913e-02 -6.92628478e-02]
[ 1.00275591e-02 -1.45244337e-01 -2.90240885e-01 -4.81434108e-02
1.77073029e-01 -9.23642073e-02 1.58612469e-01 1.63976934e-01
1.09934570e-01 -2.71182628e-02]
[ 4.94490558e-02 -1.36935208e-02 -1.16903082e-01 4.32164135e-02
-8.69766507e-02 3.22487646e-01 2.62894564e-01 2.04987301e-01
-1.61582211e-01 -6.19179184e-02]
[ -2.49327786e-03 -2.79380976e-02 1.20186910e-01 9.80754767e-02
1.68886534e-02 1.07793771e-01 -1.17101747e-01 -4.20213316e-02
2.06864458e-01 6.93948646e-02]
[ 1.09512716e-01 7.67846038e-02 -4.62343099e-02 -9.99519322e-02
-9.82091511e-02 -3.30047595e-01 1.11955544e-01 8.67000306e-03
1.42113286e-01 8.92026257e-02]
[ -1.00052238e-01 -3.70174943e-03 -1.57311307e-02 2.19673955e-02
9.19421202e-03 -2.03460338e-01 -8.47135376e-02 -1.99391471e-02
1.52359796e-02 1.27237426e-01]
[ -1.46131855e-01 -8.33456899e-02 -1.98036527e-01 -4.84962617e-03
-2.67941186e-01 -4.28192672e-03 3.41740257e-03 -2.38185060e-02
2.26171427e-03 5.98354268e-02]
[ -3.21515932e-02 -8.89833492e-02 -7.55535690e-02 -1.30298715e-01
5.40941377e-01 2.76889664e-01 5.61391828e-01 1.12845153e-01
-1.84052029e-01 -3.79089293e-01]
[ -1.60572063e-02 -3.78717538e-01 -2.98835063e-02 -7.31430775e-02
6.61131036e-01 1.00945631e-01 5.14804431e-01 9.14744913e-02
2.92965207e-02 -3.82669398e-01]
[ 1.05107971e-02 -4.38077394e-01 -4.34065082e-02 -1.08326979e-01
6.79581748e-01 2.39355968e-02 4.87694379e-01 4.86796869e-02
-3.64277906e-01 -2.19301034e-01]
[ -1.67784752e-01 -5.79631856e-01 -8.56011376e-03 -2.01049415e-01
7.61199923e-01 -9.12853976e-02 6.08336168e-01 -8.25600743e-02
-6.59787683e-02 8.42396875e-02]
[ -2.88198718e-01 -3.84064810e-01 5.74301191e-02 -4.27315815e-02
9.05845825e-01 1.40837725e-01 4.03056363e-01 4.80026080e-02
-8.52938848e-02 -1.31518461e-01]
[ -2.01887741e-01 -2.91652348e-01 2.52054715e-01 -2.40948136e-01
6.56895020e-01 -4.50073024e-02 6.75950276e-01 1.33054042e-02
-2.55060563e-01 -2.64691758e-02]
[ -1.28720700e-01 -2.17781282e-01 -1.80316870e-01 -1.00396479e-01
4.85923427e-01 -2.30425455e-01 1.73260479e-01 1.69110583e-01
-8.65686697e-03 -1.18329926e-01]
[ 1.17385876e-01 2.55279220e-01 1.66787687e-01 -8.20305380e-02
-1.06014435e-01 4.72063522e-02 -1.63338409e-01 2.83840608e-01
8.17698025e-02 1.85813789e-01]
[ 3.45713878e-01 3.04268351e-01 -8.53688134e-02 3.07237809e-01
-8.64485175e-01 -2.85929616e-01 -4.63965566e-01 1.77076569e-01
3.77133741e-01 -4.03796325e-02]
[ 4.38942566e-02 1.30714636e-01 2.51612537e-01 2.45834201e-01
-4.57675111e-02 -1.94563845e-01 -1.70711908e-01 -1.33244012e-01
-1.43135396e-01 -2.92980563e-01]
[ 2.56173568e-02 -5.49294718e-02 -1.17369192e-01 -5.10409717e-02
2.33521820e-01 4.00060516e-02 -1.16501698e-02 -1.84291897e-01
3.65086313e-02 2.10973236e-01]
[ 1.14431145e-03 -5.32504109e-02 -6.67228741e-02 -5.07768920e-02
-1.99426529e-02 -1.76854868e-01 8.74388135e-02 1.01140470e-02
3.73038060e-02 5.91528311e-03]
[ 2.85876699e-02 6.89403393e-02 2.44110725e-01 7.35053058e-02
-2.26188107e-01 -1.34574718e-01 1.13347036e-01 3.96091435e-02
-1.86101933e-01 1.07210776e-01]
[ 7.48635174e-02 3.85799429e-02 1.09233457e-01 1.22993495e-02
-2.52992091e-01 6.76115093e-02 5.83757440e-02 -2.70401725e-01
-1.34206608e-02 -8.39323296e-02]
[ -7.30037632e-03 1.00399198e-01 8.62314015e-02 -2.40029288e-02
-5.67702123e-02 1.79175891e-01 8.92859583e-02 1.18858846e-01
-1.69839329e-02 1.78969708e-01]
[ 2.13894968e-01 5.03402422e-02 2.55147163e-02 7.12965563e-02
7.26453222e-02 -2.00051058e-02 -1.44624868e-01 1.47750727e-01
-6.21081282e-02 -2.95385989e-02]
[ 4.11695544e-02 -1.50471638e-02 1.64511089e-02 3.94944666e-02
-4.02232607e-01 -1.22410854e-01 -2.01027847e-01 4.11307095e-02
1.18486039e-01 1.92273321e-01]
[ 4.32848716e-02 5.16257441e-01 1.21510502e-01 4.12336244e-01
-1.09595505e+00 -3.04237287e-01 -6.08583154e-01 -7.25439942e-02
2.86248952e-01 3.29444124e-01]
[ 1.83218369e-01 5.14467309e-01 6.72769088e-02 4.28752785e-01
-8.95957872e-01 -8.57289829e-02 -4.56112894e-01 1.51483630e-01
2.12727238e-01 4.91407036e-01]
[ 2.56333696e-01 2.99887482e-01 2.46045060e-01 1.45482647e-01
-4.10821339e-01 8.08566810e-02 -2.09362860e-01 1.62639201e-01
2.37881974e-01 7.63219738e-02]
[ -7.16297000e-02 2.23255260e-01 2.42655466e-01 1.97243222e-02
-4.50872629e-02 1.29885293e-01 -1.02929024e-01 -1.48907102e-02
-3.05193792e-02 5.38162250e-02]
[ -9.30851933e-02 5.70464348e-03 2.72810689e-02 1.00931636e-01
-7.24305462e-02 1.13758843e-01 2.43113099e-01 2.07270461e-02
-2.68779260e-01 -8.57716087e-02]
[ -2.21053667e-01 -2.72659366e-02 -9.36671677e-02 -3.45642979e-01
1.86531109e-01 1.20126932e-01 1.06127191e-01 1.03371531e-01
-2.08578184e-01 3.05304703e-02]
[ 1.02706010e-02 -3.81757795e-01 -1.27401606e-01 -1.62180844e-01
3.74474130e-01 2.61994885e-02 1.79035383e-01 1.52519779e-01
-1.65557292e-01 -2.21779081e-01]
[ 1.36242230e-01 -2.01397557e-01 -1.44258373e-01 -2.42058005e-03
8.33311365e-02 -5.69310102e-02 3.80700118e-02 -1.50191411e-01
1.31177967e-01 -1.23685792e-01]
[ -1.20353017e-01 9.55963638e-02 2.60484041e-01 -1.70229397e-02
1.74317261e-01 8.46489351e-02 2.55501945e-02 -2.98211537e-01
-1.18005791e-01 -6.34114077e-02]
[ -3.52610440e-01 4.49183875e-02 1.12301726e-02 -3.46497923e-02
1.74098820e-01 -1.70762629e-01 -7.06293117e-05 2.34261927e-01
-9.36429978e-02 6.95139871e-02]
[ 1.46181584e-01 5.10435075e-02 -2.35795844e-01 -8.70707594e-02
1.18894205e-01 -2.95639198e-01 4.65704530e-02 -1.67958139e-01
-7.23085903e-04 -1.90454130e-01]
[ 2.12116488e-01 -1.66879796e-01 6.37657076e-02 -2.24549478e-02
9.01863004e-02 -3.44109506e-02 1.82188979e-02 -1.36793798e-01
1.13046783e-01 -1.79216562e-01]
[ -1.09266447e-01 -6.82289683e-02 1.19198802e-01 1.02316070e-01
6.37945645e-02 -1.11138503e-01 2.61003985e-01 -7.81366663e-02
1.78875620e-01 -1.05558347e-02]
[ 5.65651539e-04 -1.75099897e-01 2.03124679e-01 -2.41159736e-01
-9.18365741e-03 1.14045648e-01 5.74275426e-02 -1.16030502e-01
2.58976465e-02 2.25018636e-01]]
[[ 0.61560405]
[ 1.55618298]
[ 0.27242076]
[ 0.87106809]
[-2.65935429]
[-0.25842823]
[-1.57881449]
[ 0.06147752]
[ 0.68333076]
[ 0.89928641]]
Progress: 29.6% ... Training loss: 0.285 ... Validation loss: 0.456[[ 1.58400297e-01 1.93160001e-01 -1.08785706e-01 1.03243283e-01
-5.02635009e-01 -6.99646233e-02 -4.36613126e-02 1.22174002e-01
-6.65723343e-02 1.79894692e-01]
[ 1.40264705e-02 1.57393070e-01 -1.96330771e-02 4.35432977e-02
9.29753729e-02 -6.12315257e-03 3.08057980e-01 4.12705820e-02
1.40507505e-01 -2.84023102e-02]
[ 1.75775368e-01 5.84105654e-01 1.07365874e-02 -1.48066375e-02
3.57680191e-01 -2.71437523e-02 -6.58018953e-01 -3.93527603e-02
5.56942806e-02 2.73849962e-01]
[ -9.91860111e-04 -3.17620342e-01 -2.24134688e-01 7.59971360e-02
-1.82290623e-02 1.52687445e-01 1.44894872e-01 5.79410111e-02
4.97707724e-02 1.80100919e-01]
[ -8.57111810e-03 1.40620258e-01 -1.44498975e-01 4.81166940e-02
3.30370228e-02 -1.82392000e-01 4.37034330e-02 -1.18398686e-01
-1.82465786e-01 -1.04801100e-02]
[ -3.65113858e-01 -5.12403979e-01 -2.90030691e-01 1.68787577e-01
8.23314476e-02 3.91166880e-02 1.99661978e-01 -3.61167544e-02
-5.15877651e-03 1.10518588e-02]
[ -9.48982542e-03 -2.12330610e-01 7.21938064e-03 8.23449110e-02
1.77707412e-02 -6.91567143e-02 1.89268313e-01 -1.90991806e-01
1.84680976e-01 2.16957184e-02]
[ 1.15476258e-01 -2.34453980e-01 3.57462405e-02 -6.44131854e-02
7.75505183e-02 -4.88243364e-02 6.73669553e-02 1.20803848e-01
8.32176073e-02 -2.03257859e-02]
[ -1.77793154e-01 -1.27022127e-01 -3.06297370e-01 -2.92576336e-02
1.60503484e-02 7.15622073e-02 -1.60638126e-01 -2.92110973e-02
2.55322274e-01 -1.38164403e-01]
[ 6.91957785e-02 -3.37993656e-01 9.55650384e-02 4.91869604e-02
6.37836501e-03 -1.21753488e-01 1.27333043e-01 -1.01349385e-01
3.39907917e-02 1.26769516e-01]
[ -8.86519505e-02 -2.19965340e-02 -2.94576182e-03 -1.58683622e-01
4.96041066e-02 2.28785147e-02 1.64158356e-01 -1.03306293e-01
-2.37982168e-02 -1.36996178e-01]
[ -1.23648539e-01 -1.29966267e-01 -7.32741756e-02 -1.59761687e-02
4.03781810e-01 1.04400035e-01 9.10249332e-02 -1.68953337e-02
-1.78662031e-01 -2.23416356e-01]
[ -1.56972545e-01 4.36118012e-03 6.19163683e-02 2.17009197e-02
-1.72289853e-01 -2.19720223e-01 -1.77935935e-01 -1.97016874e-01
8.69521554e-02 1.74036760e-01]
[ -2.48312363e-01 -2.66606281e-01 1.08492315e-01 2.49373265e-01
-9.38059844e-02 -7.54025259e-02 3.03185916e-03 -2.57247506e-01
-2.36207365e-01 -3.84757809e-02]
[ 1.13257897e-01 -1.25356870e-01 -1.81255338e-02 1.26988245e-01
-3.30211806e-02 -8.96757535e-02 1.80425058e-01 3.97764734e-03
3.49461380e-02 1.88385238e-02]
[ 3.86595109e-02 -7.32182038e-02 -2.10710343e-01 1.51408007e-01
-3.91448167e-02 8.43516781e-02 -6.27050511e-02 -1.98118656e-02
-8.97690803e-02 -2.82842859e-03]
[ -1.18147638e-01 -6.04584738e-02 -2.01309395e-01 1.60315135e-01
-1.12583081e-02 1.32882730e-01 1.85847004e-03 -2.49880515e-01
7.28216287e-02 -1.95117827e-01]
[ -7.47670957e-02 -5.16633989e-02 2.73281480e-01 9.07215949e-02
1.43856890e-01 -5.88869039e-02 -1.11467233e-01 1.20122037e-01
6.60547598e-02 2.51468445e-02]
[ 5.30639632e-02 -3.52254783e-02 8.65247852e-02 8.44608426e-02
7.11935412e-02 -1.59460469e-02 2.41848912e-01 1.20319522e-01
-3.25578572e-02 -6.86547076e-02]
[ 9.83820300e-03 -1.46188008e-01 -2.90349051e-01 -4.84694004e-02
1.77644866e-01 -9.22616884e-02 1.59650729e-01 1.63954469e-01
1.09672400e-01 -2.73922155e-02]
[ 4.94363727e-02 -1.40120375e-02 -1.16896905e-01 4.32307711e-02
-8.71884708e-02 3.22487992e-01 2.63065029e-01 2.04989302e-01
-1.61565677e-01 -6.19317391e-02]
[ -1.85967626e-03 -2.63968621e-02 1.20449737e-01 9.89654571e-02
1.41438956e-02 1.07529354e-01 -1.18372483e-01 -4.19583351e-02
2.07477751e-01 7.02338440e-02]
[ 1.08934819e-01 7.54380888e-02 -4.64737139e-02 -1.00774151e-01
-9.58498628e-02 -3.29809232e-01 1.13409370e-01 8.61437203e-03
1.41513373e-01 8.83720965e-02]
[ -1.00352057e-01 -4.51169972e-03 -1.58587622e-02 2.15155424e-02
1.04350457e-02 -2.03329426e-01 -8.39095819e-02 -1.99699554e-02
1.48875929e-02 1.26772584e-01]
[ -1.46725832e-01 -8.42010393e-02 -1.98281489e-01 -5.69833845e-03
-2.66122828e-01 -4.03048646e-03 4.91087207e-03 -2.38795463e-02
1.71198134e-03 5.89233029e-02]
[ -3.20272728e-02 -8.86585446e-02 -7.54983141e-02 -1.30128572e-01
5.40614362e-01 2.76837176e-01 5.61073645e-01 1.12857709e-01
-1.83917689e-01 -3.78907995e-01]
[ -1.67316192e-02 -3.80816168e-01 -3.01801492e-02 -7.40858987e-02
6.63546318e-01 1.01228290e-01 5.16923361e-01 9.14086504e-02
2.86242926e-02 -3.83672743e-01]
[ 1.02735599e-02 -4.38930789e-01 -4.35084558e-02 -1.08645996e-01
6.80558541e-01 2.40242406e-02 4.88404567e-01 4.86575026e-02
-3.64520487e-01 -2.19608015e-01]
[ -1.67782718e-01 -5.79867060e-01 -8.55222308e-03 -2.01009393e-01
7.61105410e-01 -9.12953339e-02 6.08624684e-01 -8.25586688e-02
-6.59513829e-02 8.43248025e-02]
[ -2.88714245e-01 -3.85148343e-01 5.72018958e-02 -4.34468071e-02
9.07746024e-01 1.41053338e-01 4.04312085e-01 4.79505534e-02
-8.58578575e-02 -1.32222749e-01]
[ -2.02219005e-01 -2.92444371e-01 2.51910165e-01 -2.41415894e-01
6.58199957e-01 -4.48736507e-02 6.76719285e-01 1.32740904e-02
-2.55426235e-01 -2.69286881e-02]
[ -1.28907308e-01 -2.18340717e-01 -1.80407567e-01 -1.00677593e-01
4.86666517e-01 -2.30340998e-01 1.73809326e-01 1.69091734e-01
-8.87218419e-03 -1.18556569e-01]
[ 1.16932590e-01 2.54233112e-01 1.66585176e-01 -8.27085029e-02
-1.04053781e-01 4.73976120e-02 -1.62146365e-01 2.83793846e-01
8.12416145e-02 1.85116612e-01]
[ 3.45450308e-01 3.04251584e-01 -8.54637853e-02 3.06895737e-01
-8.64195818e-01 -2.85816327e-01 -4.63389146e-01 1.77051737e-01
3.76959399e-01 -4.07338191e-02]
[ 4.39861284e-02 1.30918407e-01 2.51650665e-01 2.45962217e-01
-4.61484193e-02 -1.94600715e-01 -1.70931094e-01 -1.33235509e-01
-1.43034137e-01 -2.92865182e-01]
[ 2.49032226e-02 -5.67251493e-02 -1.17687245e-01 -5.21029352e-02
2.36410447e-01 4.02947330e-02 -9.80438259e-03 -1.84363829e-01
3.56763175e-02 2.09882517e-01]
[ 1.09958839e-03 -5.33692991e-02 -6.67438927e-02 -5.08441043e-02
-1.97901297e-02 -1.76835298e-01 8.75569907e-02 1.01093006e-02
3.72510518e-02 5.84597229e-03]
[ 2.87401853e-02 6.93974038e-02 2.44161930e-01 7.36355262e-02
-2.26556401e-01 -1.34635488e-01 1.12996714e-01 3.96134781e-02
-1.85991289e-01 1.07393165e-01]
[ 7.49125909e-02 3.86996444e-02 1.09239064e-01 1.24161945e-02
-2.53372402e-01 6.75729989e-02 5.82772388e-02 -2.70391315e-01
-1.33339688e-02 -8.38791999e-02]
[ -7.58610687e-03 9.96825248e-02 8.61430298e-02 -2.43766822e-02
-5.57596794e-02 1.79287255e-01 9.00360179e-02 1.18834509e-01
-1.72769004e-02 1.78591866e-01]
[ 2.14259429e-01 5.10585807e-02 2.56732198e-02 7.18215912e-02
7.11743164e-02 -2.01522113e-02 -1.45453136e-01 1.47786240e-01
-6.16989556e-02 -2.89925879e-02]
[ 4.15271794e-02 -1.40484435e-02 1.66239914e-02 4.00525876e-02
-4.04070221e-01 -1.22576513e-01 -2.01770848e-01 4.11708451e-02
1.18842841e-01 1.92735297e-01]
[ 4.36245404e-02 5.16633635e-01 1.21658170e-01 4.12810326e-01
-1.09751340e+00 -3.04358713e-01 -6.08884914e-01 -7.25079910e-02
2.86640230e-01 3.29887098e-01]
[ 1.82381883e-01 5.12193016e-01 6.69836965e-02 4.27720456e-01
-8.92810103e-01 -8.53972612e-02 -4.54044057e-01 1.51398114e-01
2.11804776e-01 4.90238499e-01]
[ 2.55833916e-01 2.98805649e-01 2.45819462e-01 1.44806498e-01
-4.08716530e-01 8.10703129e-02 -2.08142435e-01 1.62589684e-01
2.37364343e-01 7.55757983e-02]
[ -7.14717916e-02 2.23696415e-01 2.42733905e-01 2.00067062e-02
-4.58841975e-02 1.29802690e-01 -1.03364207e-01 -1.48691091e-02
-3.03083037e-02 5.40791729e-02]
[ -9.30905990e-02 5.69134836e-03 2.72786977e-02 1.00923988e-01
-7.24086742e-02 1.13761082e-01 2.43126953e-01 2.07265081e-02
-2.68785162e-01 -8.57792760e-02]
[ -2.21007570e-01 -2.71574056e-02 -9.36458193e-02 -3.45570961e-01
1.86323247e-01 1.20105572e-01 1.06017626e-01 1.03376495e-01
-2.08522846e-01 3.06039017e-02]
[ 1.04211689e-02 -3.81534466e-01 -1.27340721e-01 -1.61960296e-01
3.73779575e-01 2.61377911e-02 1.78684616e-01 1.52535255e-01
-1.65403710e-01 -2.21559495e-01]
[ 1.35480255e-01 -2.03013467e-01 -1.44512563e-01 -3.33422608e-03
8.53281312e-02 -5.65965524e-02 4.01984508e-02 -1.50264118e-01
1.30392942e-01 -1.24824762e-01]
[ -1.19696100e-01 9.70770509e-02 2.60802878e-01 -1.60620930e-02
1.71552308e-01 8.43588322e-02 2.42945516e-02 -2.98139114e-01
-1.17252817e-01 -6.24698426e-02]
[ -3.54198195e-01 4.04552005e-02 1.05374136e-02 -3.69201452e-02
1.80476738e-01 -1.70101005e-01 4.44877022e-03 2.34109454e-01
-9.54146662e-02 6.72427064e-02]
[ 1.45134244e-01 4.82118805e-02 -2.36286796e-01 -8.85901843e-02
1.22995818e-01 -2.95237462e-01 4.93802376e-02 -1.68067306e-01
-1.93259149e-03 -1.92024229e-01]
[ 2.11116076e-01 -1.68746900e-01 6.33260862e-02 -2.38987387e-02
9.42792303e-02 -3.40033051e-02 2.04637959e-02 -1.36894943e-01
1.11970355e-01 -1.80744716e-01]
[ -1.08970485e-01 -6.78259627e-02 1.19350282e-01 1.02851288e-01
6.22731657e-02 -1.11285939e-01 2.60537744e-01 -7.81021804e-02
1.79262840e-01 -1.00798155e-02]
[ 7.98233770e-04 -1.74919908e-01 2.03221527e-01 -2.40756180e-01
-1.06676747e-02 1.13956080e-01 5.71689808e-02 -1.16009441e-01
2.62513144e-02 2.25521413e-01]]
[[ 0.60512974]
[ 1.54951836]
[ 0.26569831]
[ 0.85927949]
[-2.67043288]
[-0.26763778]
[-1.59172325]
[ 0.05106796]
[ 0.67158566]
[ 0.88754642]]
Progress: 29.7% ... Training loss: 0.290 ... Validation loss: 0.459[[ 1.58477413e-01 1.92794105e-01 -1.08791429e-01 1.03330367e-01
-5.03282224e-01 -6.99898559e-02 -4.30701552e-02 1.22177215e-01
-6.65148740e-02 1.79755102e-01]
[ 1.41386945e-02 1.57472759e-01 -1.95926480e-02 4.37140903e-02
9.24222722e-02 -6.16261425e-03 3.08091038e-01 4.12788621e-02
1.40595027e-01 -2.83047116e-02]
[ 1.75604752e-01 5.85588799e-01 1.06235853e-02 -1.55217017e-02
3.60126308e-01 -2.69896491e-02 -6.58961878e-01 -3.93919406e-02
5.54093242e-02 2.73275093e-01]
[ 3.81720443e-04 -3.15172087e-01 -2.23463900e-01 7.81634992e-02
-2.29498180e-02 1.52121007e-01 1.41443328e-01 5.80598356e-02
5.15660375e-02 1.82421343e-01]
[ -1.11711269e-02 1.35470684e-01 -1.45648200e-01 4.45591221e-02
4.34543704e-02 -1.81308793e-01 5.00159078e-02 -1.18625897e-01
-1.85339280e-01 -1.42511137e-02]
[ -3.64979230e-01 -5.13187912e-01 -2.89956406e-01 1.69257335e-01
8.03772825e-02 3.89853058e-02 2.00390350e-01 -3.60926189e-02
-4.93836174e-03 1.13246133e-02]
[ -9.31545298e-03 -2.12372577e-01 7.26350677e-03 8.24687919e-02
1.67381374e-02 -6.92163885e-02 1.89193687e-01 -1.90983072e-01
1.84841866e-01 2.17562302e-02]
[ 1.15745426e-01 -2.33534081e-01 3.58641222e-02 -6.39824064e-02
7.57294889e-02 -4.89732516e-02 6.66168979e-02 1.20831642e-01
8.35042576e-02 -1.99915264e-02]
[ -1.78512822e-01 -1.28913730e-01 -3.06573066e-01 -3.02615968e-02
1.88206938e-02 7.18556023e-02 -1.58638259e-01 -2.92741683e-02
2.54593062e-01 -1.39208806e-01]
[ 6.90085464e-02 -3.39132838e-01 9.54483628e-02 4.89250443e-02
5.37763973e-03 -1.21706101e-01 1.28666831e-01 -1.01366290e-01
3.37877202e-02 1.26140991e-01]
[ -8.80549226e-02 -2.11306061e-02 -2.64584111e-03 -1.57598691e-01
4.59972646e-02 2.25503487e-02 1.63278785e-01 -1.03244251e-01
-2.30434029e-02 -1.35981630e-01]
[ -1.24199835e-01 -1.31490616e-01 -7.34968240e-02 -1.67787294e-02
4.06351924e-01 1.04634237e-01 9.24742724e-02 -1.69428774e-02
-1.79275031e-01 -2.24179256e-01]
[ -1.56972545e-01 4.36118012e-03 6.19163683e-02 2.17009197e-02
-1.72289853e-01 -2.19720223e-01 -1.77935935e-01 -1.97016874e-01
8.69521554e-02 1.74036760e-01]
[ -2.48965893e-01 -2.68486626e-01 1.08169145e-01 2.48477598e-01
-9.17480696e-02 -7.51245510e-02 4.85765361e-03 -2.57302212e-01
-2.37002577e-01 -3.95224765e-02]
[ 1.14041405e-01 -1.24157985e-01 -1.77615955e-02 1.28232205e-01
-3.66876054e-02 -9.00459489e-02 1.79268204e-01 4.04846347e-03
3.58649841e-02 1.99843116e-02]
[ 3.80100271e-02 -7.49591824e-02 -2.10975561e-01 1.50509386e-01
-3.68737934e-02 8.46124527e-02 -6.08641867e-02 -1.98626615e-02
-9.04723222e-02 -3.69723472e-03]
[ -1.18215036e-01 -6.05606958e-02 -2.01337021e-01 1.60219298e-01
-1.09861267e-02 1.32918910e-01 1.93855009e-03 -2.49887781e-01
7.27431734e-02 -1.95209580e-01]
[ -7.42102385e-02 -5.07315601e-02 2.73467843e-01 9.14045898e-02
1.41650473e-01 -5.90894390e-02 -1.12588972e-01 1.20162055e-01
6.66199413e-02 2.57509716e-02]
[ 5.33197822e-02 -3.44900270e-02 8.66433581e-02 8.47846725e-02
7.01024933e-02 -1.60655856e-02 2.41179074e-01 1.20339334e-01
-3.22690814e-02 -6.83024882e-02]
[ 9.91121980e-03 -1.46053091e-01 -2.90339484e-01 -4.83660499e-02
1.77419511e-01 -9.22990276e-02 1.59408703e-01 1.63960825e-01
1.09723524e-01 -2.72420896e-02]
[ 4.91011386e-02 -1.46036672e-02 -1.17033013e-01 4.27617418e-02
-8.62009225e-02 3.22621577e-01 2.63796908e-01 2.04962708e-01
-1.61909374e-01 -6.24867083e-02]
[ -1.77610150e-03 -2.61192818e-02 1.20510272e-01 9.91283071e-02
1.34555494e-02 1.07475897e-01 -1.18437629e-01 -4.19510041e-02
2.07604691e-01 7.03328640e-02]
[ 1.08716822e-01 7.48898910e-02 -4.65621897e-02 -1.01084178e-01
-9.48970409e-02 -3.29727281e-01 1.14009532e-01 8.59655672e-03
1.41271777e-01 8.80559624e-02]
[ -1.00628558e-01 -5.20919807e-03 -1.59655412e-02 2.11255347e-02
1.14167320e-02 -2.03211537e-01 -8.32087296e-02 -1.99930442e-02
1.46035262e-02 1.26367030e-01]
[ -1.46419963e-01 -8.37164442e-02 -1.98112492e-01 -5.13567962e-03
-2.67805866e-01 -4.20235119e-03 4.29040010e-03 -2.38460221e-02
2.14612551e-03 5.94790578e-02]
[ -3.18824913e-02 -8.83084450e-02 -7.54307215e-02 -1.29911515e-01
5.40044803e-01 2.76773646e-01 5.60657386e-01 1.12870301e-01
-1.83756058e-01 -3.78698799e-01]
[ -1.65576426e-02 -3.80552856e-01 -3.00971307e-02 -7.38211304e-02
6.62787059e-01 1.01148849e-01 5.16606726e-01 9.14247128e-02
2.88321773e-02 -3.83402781e-01]
[ 1.05786095e-02 -4.38642271e-01 -4.33719105e-02 -1.08203959e-01
6.79227543e-01 2.38856959e-02 4.88206040e-01 4.86836623e-02
-3.64191235e-01 -2.19194936e-01]
[ -1.67673953e-01 -5.79688647e-01 -8.50255232e-03 -2.00853346e-01
7.60945379e-01 -9.13465662e-02 6.08455566e-01 -8.25505555e-02
-6.58138002e-02 8.44989254e-02]
[ -2.88648415e-01 -3.85119543e-01 5.72676463e-02 -4.32363476e-02
9.07097642e-01 1.40987151e-01 4.04253930e-01 4.79631444e-02
-8.56932317e-02 -1.32024253e-01]
[ -2.02457592e-01 -2.93022958e-01 2.51805633e-01 -2.41754755e-01
6.59163551e-01 -4.47689762e-02 6.77353888e-01 1.32545935e-02
-2.55688876e-01 -2.72143251e-02]
[ -1.29158257e-01 -2.19304795e-01 -1.80510820e-01 -1.00962615e-01
4.87157890e-01 -2.30247501e-01 1.74684371e-01 1.69074216e-01
-9.09623745e-03 -1.18820580e-01]
[ 1.17160807e-01 2.54811175e-01 1.66679951e-01 -8.23843341e-02
-1.05039692e-01 4.72997840e-02 -1.62743414e-01 2.83812532e-01
8.14958084e-02 1.85449524e-01]
[ 3.45076984e-01 3.03137426e-01 -8.56495837e-02 3.06355564e-01
-8.62665740e-01 -2.85633126e-01 -4.62334315e-01 1.77013225e-01
3.76559753e-01 -4.13307225e-02]
[ 4.43641291e-02 1.31667133e-01 2.51820827e-01 2.46491115e-01
-4.77916581e-02 -1.94759679e-01 -1.71725731e-01 -1.33203090e-01
-1.42602588e-01 -2.92363189e-01]
[ 2.51751313e-02 -5.60941635e-02 -1.17569956e-01 -5.16911568e-02
2.34995467e-01 4.01637493e-02 -1.05059541e-02 -1.84339401e-01
3.59729301e-02 2.10296522e-01]
[ 8.03318640e-04 -5.39945520e-02 -6.68616651e-02 -5.12487232e-02
-1.87843485e-02 -1.76739643e-01 8.82334883e-02 1.00869821e-02
3.69498242e-02 5.41144599e-03]
[ 2.85563794e-02 6.90215637e-02 2.44096950e-01 7.33667315e-02
-2.25650738e-01 -1.34564414e-01 1.13470413e-01 3.95983581e-02
-1.86187606e-01 1.07131616e-01]
[ 7.57820943e-02 4.07238528e-02 1.09614580e-01 1.36401599e-02
-2.56997079e-01 6.71892891e-02 5.61763075e-02 -2.70324169e-01
-1.24137551e-02 -8.26527896e-02]
[ -8.31466551e-03 9.79153559e-02 8.58392400e-02 -2.54197408e-02
-5.27188335e-02 1.79599150e-01 9.18593030e-02 1.18773117e-01
-1.80520838e-02 1.77555042e-01]
[ 2.13953405e-01 5.02788328e-02 2.55346357e-02 7.13569243e-02
7.25945173e-02 -2.00185608e-02 -1.44689537e-01 1.47760597e-01
-6.20592678e-02 -2.94464727e-02]
[ 4.21769949e-02 -1.24089077e-02 1.69126791e-02 4.10062612e-02
-4.07052309e-01 -1.22867633e-01 -2.03438115e-01 4.12257762e-02
1.19529459e-01 1.93687238e-01]
[ 4.26234533e-02 5.14187015e-01 1.21228585e-01 4.11429286e-01
-1.09449124e+00 -3.03958475e-01 -6.06295952e-01 -7.25878346e-02
2.85517445e-01 3.28397904e-01]
[ 1.82917155e-01 5.13327590e-01 6.71821466e-02 4.28397235e-01
-8.95102149e-01 -8.55937550e-02 -4.55173197e-01 1.51441700e-01
2.12326203e-01 4.90737276e-01]
[ 2.55701083e-01 2.98469866e-01 2.45762448e-01 1.44630849e-01
-4.08200430e-01 8.11262861e-02 -2.07794343e-01 1.62578581e-01
2.37221022e-01 7.53785172e-02]
[ -7.16848648e-02 2.23341276e-01 2.42637547e-01 1.97258953e-02
-4.50296111e-02 1.29898535e-01 -1.02909661e-01 -1.48861149e-02
-3.05445282e-02 5.37512585e-02]
[ -9.30751918e-02 5.71858032e-03 2.72805640e-02 1.00953221e-01
-7.25127662e-02 1.13754071e-01 2.43051931e-01 2.07282333e-02
-2.68772138e-01 -8.57558815e-02]
[ -2.20984174e-01 -2.71643725e-02 -9.36444149e-02 -3.45538700e-01
1.86214054e-01 1.20096510e-01 1.06027973e-01 1.03378447e-01
-2.08492689e-01 3.06342001e-02]
[ 1.02342595e-02 -3.81875195e-01 -1.27429185e-01 -1.62228271e-01
3.74616197e-01 2.62196171e-02 1.79108979e-01 1.52520410e-01
-1.65598029e-01 -2.21833233e-01]
[ 1.35186194e-01 -2.03866241e-01 -1.44685081e-01 -3.68998122e-03
8.60530403e-02 -5.64834216e-02 4.09898260e-02 -1.50292755e-01
1.30002769e-01 -1.25334697e-01]
[ -1.19512812e-01 9.71667430e-02 2.60876656e-01 -1.57674024e-02
1.70621414e-01 8.42731433e-02 2.44031961e-02 -2.98121845e-01
-1.17044310e-01 -6.22479264e-02]
[ -3.53895372e-01 4.11396052e-02 1.07014074e-02 -3.64001195e-02
1.78644358e-01 -1.70276331e-01 3.94242645e-03 2.34144096e-01
-9.49762098e-02 6.76804409e-02]
[ 1.44278005e-01 4.57579164e-02 -2.36657460e-01 -8.98629109e-02
1.26371535e-01 -2.94877055e-01 5.17768576e-02 -1.68140944e-01
-2.88715411e-03 -1.93379965e-01]
[ 2.10804106e-01 -1.69659025e-01 6.32002917e-02 -2.43074288e-02
9.54648737e-02 -3.38697673e-02 2.13296217e-02 -1.36920175e-01
1.11636748e-01 -1.81155698e-01]
[ -1.08819600e-01 -6.76232315e-02 1.19421198e-01 1.03054438e-01
6.15725434e-02 -1.11352118e-01 2.60253810e-01 -7.80886934e-02
1.79425592e-01 -9.87693100e-03]
[ 1.48200574e-03 -1.73475476e-01 2.03542413e-01 -2.39716419e-01
-1.45275019e-02 1.13629623e-01 5.57003497e-02 -1.15949739e-01
2.70586845e-02 2.26558653e-01]]
[[ 0.60450561]
[ 1.54756705]
[ 0.2667389 ]
[ 0.85815257]
[-2.66993605]
[-0.26595916]
[-1.59045189]
[ 0.05160564]
[ 0.67194621]
[ 0.88799299]]
Progress: 29.8% ... Training loss: 0.289 ... Validation loss: 0.461[[ 1.57450008e-01 1.89998621e-01 -1.09314089e-01 1.01498248e-01
-4.99101143e-01 -6.94381566e-02 -3.97642094e-02 1.22070221e-01
-6.78369785e-02 1.77953839e-01]
[ 1.41465070e-02 1.57099358e-01 -1.95976989e-02 4.36449624e-02
9.26805624e-02 -6.16298506e-03 3.08376718e-01 4.12767340e-02
1.40627764e-01 -2.83943904e-02]
[ 1.73198195e-01 5.79338532e-01 9.30870133e-03 -1.99555691e-02
3.74194957e-01 -2.56884019e-02 -6.52896091e-01 -3.96440957e-02
5.23197908e-02 2.69200886e-01]
[ -9.85139477e-04 -3.19058313e-01 -2.24026024e-01 7.62325460e-02
-1.69737198e-02 1.52766789e-01 1.44930105e-01 5.79472456e-02
5.00507043e-02 1.80628501e-01]
[ -9.37362990e-03 1.40564086e-01 -1.44763078e-01 4.76575199e-02
3.41089906e-02 -1.82238223e-01 4.53336144e-02 -1.18446655e-01
-1.83201051e-01 -1.12544496e-02]
[ -3.65018556e-01 -5.13998445e-01 -2.89922512e-01 1.69457658e-01
7.88116865e-02 3.89338668e-02 2.01284143e-01 -3.60880033e-02
-4.89693790e-03 1.13624528e-02]
[ -9.97659972e-03 -2.13920221e-01 6.99366734e-03 8.15270878e-02
1.91724372e-02 -6.89234825e-02 1.90892469e-01 -1.91039118e-01
1.84064676e-01 2.07244570e-02]
[ 1.13280990e-01 -2.41121719e-01 3.45953373e-02 -6.80970727e-02
8.79524193e-02 -4.77406831e-02 7.39386488e-02 1.20586591e-01
8.05574240e-02 -2.39697486e-02]
[ -1.76810778e-01 -1.25061994e-01 -3.05832626e-01 -2.77876281e-02
1.16737972e-02 7.11251577e-02 -1.62653735e-01 -2.91277497e-02
2.56447671e-01 -1.36777480e-01]
[ 6.81938592e-02 -3.43669433e-01 9.49053205e-02 4.72748554e-02
9.37744831e-03 -1.21241076e-01 1.33090295e-01 -1.01467560e-01
3.26018875e-02 1.24505553e-01]
[ -8.88700214e-02 -2.30530904e-02 -2.94865179e-03 -1.58632104e-01
4.83763040e-02 2.29106187e-02 1.65225879e-01 -1.03311436e-01
-2.38929857e-02 -1.37158527e-01]
[ -1.24032913e-01 -1.31125617e-01 -7.34152607e-02 -1.64772062e-02
4.05917814e-01 1.04552533e-01 9.20025655e-02 -1.69244856e-02
-1.79067605e-01 -2.23907751e-01]
[ -1.56972545e-01 4.36118012e-03 6.19163683e-02 2.17009197e-02
-1.72289853e-01 -2.19720223e-01 -1.77935935e-01 -1.97016874e-01
8.69521554e-02 1.74036760e-01]
[ -2.49058809e-01 -2.68825088e-01 1.08133496e-01 2.48402129e-01
-9.19744660e-02 -7.51016679e-02 5.15774413e-03 -2.57306373e-01
-2.37090235e-01 -3.96246529e-02]
[ 1.13873148e-01 -1.24805851e-01 -1.78288991e-02 1.28091494e-01
-3.62956179e-02 -9.00050876e-02 1.80030491e-01 4.03624876e-03
3.57028107e-02 1.97673749e-02]
[ 3.79546321e-02 -7.53909747e-02 -2.10940347e-01 1.50568639e-01
-3.78169011e-02 8.46183284e-02 -6.03877329e-02 -1.98649702e-02
-9.04828682e-02 -3.75224580e-03]
[ -1.18360678e-01 -6.10299031e-02 -2.01388871e-01 1.60034747e-01
-1.04685693e-02 1.32982715e-01 2.38739920e-03 -2.49896056e-01
7.25853419e-02 -1.95443459e-01]
[ -7.39345702e-02 -5.00302904e-02 2.73597270e-01 9.18134936e-02
1.40409209e-01 -5.92046578e-02 -1.13323775e-01 1.20185581e-01
6.69358913e-02 2.61640250e-02]
[ 5.19984935e-02 -3.79214984e-02 8.60021964e-02 8.26785344e-02
7.64596026e-02 -1.54539648e-02 2.44761621e-01 1.20212406e-01
-3.38697608e-02 -7.03994233e-02]
[ 8.08273847e-03 -1.51812813e-01 -2.91256798e-01 -5.13536695e-02
1.86207403e-01 -9.14066711e-02 1.64621649e-01 1.63786013e-01
1.07623657e-01 -3.00695686e-02]
[ 4.90333352e-02 -1.47598651e-02 -1.17086782e-01 4.25869732e-02
-8.56891764e-02 3.22679184e-01 2.64120676e-01 2.04950619e-01
-1.62045892e-01 -6.26805737e-02]
[ -5.53353651e-05 -2.18068743e-02 1.21248675e-01 1.01564573e-01
6.11247497e-03 1.06744970e-01 -1.22552166e-01 -4.18057182e-02
2.09415406e-01 7.27407359e-02]
[ 1.08876832e-01 7.51409870e-02 -4.64956813e-02 -1.00854728e-01
-9.54235272e-02 -3.29788631e-01 1.13672251e-01 8.61025752e-03
1.41454362e-01 8.82920566e-02]
[ -1.00712848e-01 -5.50525512e-03 -1.59985050e-02 2.10487634e-02
1.18066284e-02 -2.03182769e-01 -8.29686237e-02 -1.99988824e-02
1.45380858e-02 1.26275439e-01]
[ -1.46275200e-01 -8.35445216e-02 -1.98046323e-01 -4.90560270e-03
-2.68536989e-01 -4.27504171e-03 4.02882304e-03 -2.38319703e-02
2.32959884e-03 5.96990815e-02]
[ -3.14534921e-02 -8.73450929e-02 -7.52453615e-02 -1.29305760e-01
5.38507605e-01 2.76608307e-01 5.59643600e-01 1.12906690e-01
-1.83315176e-01 -3.78089587e-01]
[ -1.63545035e-02 -3.80548239e-01 -3.00149403e-02 -7.35255448e-02
6.62011126e-01 1.01063224e-01 5.16396971e-01 9.14419414e-02
2.90725169e-02 -3.83128846e-01]
[ 1.04027819e-02 -4.39287146e-01 -4.34588364e-02 -1.08494290e-01
6.79975674e-01 2.39758366e-02 4.88840935e-01 4.86672440e-02
-3.64417990e-01 -2.19510240e-01]
[ -1.67539950e-01 -5.79848368e-01 -8.43715309e-03 -2.00591153e-01
7.60090772e-01 -9.14307440e-02 6.08627685e-01 -8.25366345e-02
-6.56390313e-02 8.48297033e-02]
[ -2.88616932e-01 -3.85204917e-01 5.72847441e-02 -4.31895960e-02
9.06972309e-01 1.40972909e-01 4.04209228e-01 4.79663225e-02
-8.56680829e-02 -1.31982519e-01]
[ -2.02422530e-01 -2.93008165e-01 2.51823425e-01 -2.41696983e-01
6.59003503e-01 -4.47852563e-02 6.77292580e-01 1.32582033e-02
-2.55646673e-01 -2.71514355e-02]
[ -1.29022965e-01 -2.19020473e-01 -1.80455255e-01 -1.00772928e-01
4.86736067e-01 -2.30308067e-01 1.74321124e-01 1.69085828e-01
-8.95283442e-03 -1.18617035e-01]
[ 1.16640317e-01 2.53182715e-01 1.66389241e-01 -8.33087379e-02
-1.02464058e-01 4.75909015e-02 -1.61301241e-01 2.83761034e-01
8.08681604e-02 1.84607273e-01]
[ 3.43642492e-01 2.99145145e-01 -8.63264037e-02 3.04070939e-01
-8.56163905e-01 -2.84955940e-01 -4.58127890e-01 1.76872468e-01
3.74909105e-01 -4.37757718e-02]
[ 4.45536103e-02 1.32137971e-01 2.51906060e-01 2.46768345e-01
-4.86472444e-02 -1.94840310e-01 -1.72203530e-01 -1.33186559e-01
-1.42385764e-01 -2.92083992e-01]
[ 2.51834022e-02 -5.62038866e-02 -1.17561549e-01 -5.16634593e-02
2.34808319e-01 4.01704402e-02 -1.04524616e-02 -1.84338976e-01
3.60065448e-02 2.10351954e-01]
[ 8.92592966e-04 -5.36682947e-02 -6.68345967e-02 -5.11598135e-02
-1.91764624e-02 -1.76760585e-01 8.80215833e-02 1.00913671e-02
3.70066474e-02 5.50467674e-03]
[ 2.79139348e-02 6.76353617e-02 2.43789364e-01 7.23834381e-02
-2.22630764e-01 -1.34288844e-01 1.15043779e-01 3.95388488e-02
-1.86962459e-01 1.06137798e-01]
[ 7.55130158e-02 4.00549099e-02 1.09483641e-01 1.32122430e-02
-2.55666569e-01 6.73209787e-02 5.68879030e-02 -2.70349547e-01
-1.27488010e-02 -8.30785787e-02]
[ -7.37116203e-03 1.00115719e-01 8.62752969e-02 -2.40063539e-02
-5.68421787e-02 1.79174122e-01 8.95049111e-02 1.18858081e-01
-1.69433480e-02 1.78909794e-01]
[ 2.14020935e-01 5.04516350e-02 2.55632044e-02 7.14516964e-02
7.22949295e-02 -2.00473853e-02 -1.44859928e-01 1.47766154e-01
-6.19843789e-02 -2.93600831e-02]
[ 4.24552466e-02 -1.16910061e-02 1.70528012e-02 4.14033827e-02
-4.08337577e-01 -1.22980598e-01 -2.04129382e-01 4.12512050e-02
1.19831863e-01 1.94094197e-01]
[ 4.25019363e-02 5.13787658e-01 1.21158385e-01 4.11292545e-01
-1.09438843e+00 -3.03922264e-01 -6.05707812e-01 -7.25955501e-02
2.85354084e-01 3.28180547e-01]
[ 1.81784845e-01 5.10575029e-01 6.66930886e-02 4.26812790e-01
-8.90713287e-01 -8.50923843e-02 -4.52425741e-01 1.51342916e-01
2.11041359e-01 4.89202065e-01]
[ 2.55766604e-01 2.98745275e-01 2.45781781e-01 1.44731379e-01
-4.08567419e-01 8.10887473e-02 -2.07989842e-01 1.62582129e-01
2.37293259e-01 7.54667845e-02]
[ -7.17320786e-02 2.23247029e-01 2.42617818e-01 1.96521018e-02
-4.49687029e-02 1.29911282e-01 -1.02806593e-01 -1.48912139e-02
-3.05905910e-02 5.36297326e-02]
[ -9.29723225e-02 5.87858093e-03 2.73306847e-02 1.01112870e-01
-7.29903964e-02 1.13703581e-01 2.42854537e-01 2.07380918e-02
-2.68648496e-01 -8.55896293e-02]
[ -2.20921488e-01 -2.70563585e-02 -9.36130967e-02 -3.45414398e-01
1.85826457e-01 1.20057895e-01 1.05888769e-01 1.03385967e-01
-2.08403376e-01 3.07630985e-02]
[ 1.03394022e-02 -3.81746198e-01 -1.27371141e-01 -1.62046145e-01
3.74082477e-01 2.61617516e-02 1.78905746e-01 1.52531351e-01
-1.65462028e-01 -2.21659232e-01]
[ 1.33813491e-01 -2.08589094e-01 -1.45352136e-01 -5.79014831e-03
9.19677838e-02 -5.58046160e-02 4.53876871e-02 -1.50425420e-01
1.28392025e-01 -1.27605776e-01]
[ -1.18431611e-01 9.92425158e-02 2.61356355e-01 -1.41879229e-02
1.65805721e-01 8.37705540e-02 2.24110684e-02 -2.98027402e-01
-1.15842641e-01 -6.06545654e-02]
[ -3.53352427e-01 4.22559245e-02 1.09524496e-02 -3.55425493e-02
1.76104717e-01 -1.70545914e-01 2.61275388e-03 2.34193430e-01
-9.42927136e-02 6.85934225e-02]
[ 1.43143341e-01 4.26437016e-02 -2.37187896e-01 -9.16381420e-02
1.31390302e-01 -2.94350792e-01 5.49850508e-02 -1.68246927e-01
-4.24085961e-03 -1.95244278e-01]
[ 2.10044956e-01 -1.71336591e-01 6.28345363e-02 -2.54557081e-02
9.90119575e-02 -3.35063250e-02 2.30703070e-02 -1.36988033e-01
1.10760624e-01 -1.82332767e-01]
[ -1.08116478e-01 -6.60763662e-02 1.19737853e-01 1.04061177e-01
5.85531049e-02 -1.11645058e-01 2.58644911e-01 -7.80289122e-02
1.80198683e-01 -8.87049108e-03]
[ 9.58391039e-04 -1.74793881e-01 2.03293973e-01 -2.40518609e-01
-1.26885858e-02 1.13869814e-01 5.71831595e-02 -1.15996854e-01
2.64130119e-02 2.25817503e-01]]
[[ 0.59288701]
[ 1.54096035]
[ 0.26178535]
[ 0.85101104]
[-2.67246023]
[-0.26943513]
[-1.59365322]
[ 0.04400396]
[ 0.66340198]
[ 0.87939733]]
Progress: 29.8% ... Training loss: 0.298 ... Validation loss: 0.468[[ 1.61735822e-01 1.99878515e-01 -1.07369472e-01 1.07737537e-01
-5.17711816e-01 -7.12919946e-02 -5.04274778e-02 1.22399951e-01
-6.28240159e-02 1.84421709e-01]
[ 1.43000914e-02 1.57406903e-01 -1.95052940e-02 4.39456387e-02
9.17523453e-02 -6.25914040e-03 3.08176364e-01 4.12912203e-02
1.40854729e-01 -2.81844908e-02]
[ 1.77932145e-01 5.91533729e-01 1.13485208e-02 -1.35190658e-02
3.56391977e-01 -2.75926209e-02 -6.65683250e-01 -3.92941902e-02
5.75750687e-02 2.76076680e-01]
[ -4.78953354e-03 -3.27686830e-01 -2.25748418e-01 7.07605585e-02
-8.61390461e-05 1.54252293e-01 1.53895493e-01 5.76491269e-02
4.56406459e-02 1.75310173e-01]
[ -6.38777758e-03 1.46652115e-01 -1.43534024e-01 5.18399760e-02
2.19686790e-02 -1.83336028e-01 3.82071387e-02 -1.18221288e-01
-1.79892282e-01 -7.05034631e-03]
[ -3.64156357e-01 -5.12662847e-01 -2.89514771e-01 1.70963909e-01
7.36066111e-02 3.84596179e-02 2.00103611e-01 -3.60154420e-02
-3.81086591e-03 1.27076860e-02]
[ -8.00551609e-03 -2.08985829e-01 7.86634230e-03 8.43183610e-02
1.09671938e-02 -6.97551264e-02 1.85554106e-01 -1.90884876e-01
1.86310613e-01 2.38051492e-02]
[ 1.16981082e-01 -2.32611668e-01 3.62386683e-02 -6.27174316e-02
7.22359930e-02 -4.93384015e-02 6.50251186e-02 1.20864384e-01
8.47977974e-02 -1.85602256e-02]
[ -1.76390862e-01 -1.24107905e-01 -3.05641524e-01 -2.71330663e-02
9.71174188e-03 7.09361472e-02 -1.63609646e-01 -2.90951956e-02
2.56923545e-01 -1.36164719e-01]
[ 7.41177085e-02 -3.29863476e-01 9.75844217e-02 5.59284095e-02
-1.69398744e-02 -1.23828308e-01 1.18635122e-01 -1.01005692e-01
3.94439756e-02 1.33429059e-01]
[ -8.79812840e-02 -2.11535451e-02 -2.52589091e-03 -1.57197767e-01
4.40835228e-02 2.24547401e-02 1.63247700e-01 -1.03242031e-01
-2.28178458e-02 -1.35839562e-01]
[ -1.23892211e-01 -1.31096989e-01 -7.34022740e-02 -1.62333698e-02
4.05439117e-01 1.04503022e-01 9.20475798e-02 -1.69186087e-02
-1.78936576e-01 -2.23702013e-01]
[ -1.56972545e-01 4.36118012e-03 6.19163683e-02 2.17009197e-02
-1.72289853e-01 -2.19720223e-01 -1.77935935e-01 -1.97016874e-01
8.69521554e-02 1.74036760e-01]
[ -2.48301608e-01 -2.67340389e-01 1.08515800e-01 2.49658535e-01
-9.57062043e-02 -7.55013140e-02 3.71315412e-03 -2.57243732e-01
-2.36163562e-01 -3.84419044e-02]
[ 1.13422911e-01 -1.25515420e-01 -1.80235084e-02 1.27486321e-01
-3.50324035e-02 -8.98050699e-02 1.80898487e-01 4.00121954e-03
3.51882418e-02 1.91135651e-02]
[ 3.85822727e-02 -7.46946780e-02 -2.10695763e-01 1.51523700e-01
-4.05733230e-02 8.43165763e-02 -6.12323127e-02 -1.98148749e-02
-8.97537532e-02 -2.84813871e-03]
[ -1.17938851e-01 -6.01493767e-02 -2.01222071e-01 1.60607619e-01
-1.21122500e-02 1.32806727e-01 1.32499758e-03 -2.49866308e-01
7.30330911e-02 -1.94820062e-01]
[ -7.32517632e-02 -4.84725851e-02 2.73897304e-01 9.27877176e-02
1.37299458e-01 -5.94544520e-02 -1.14996540e-01 1.20239320e-01
6.77023394e-02 2.72393341e-02]
[ 5.39577413e-02 -3.34343333e-02 8.68804254e-02 8.54545136e-02
6.85336370e-02 -1.62468839e-02 2.39701395e-01 1.20363481e-01
-3.16167143e-02 -6.74668913e-02]
[ 9.31174918e-03 -1.48741981e-01 -2.90685304e-01 -4.95317289e-02
1.81006062e-01 -9.19747957e-02 1.61567186e-01 1.63883829e-01
1.09049974e-01 -2.82001839e-02]
[ 4.95544475e-02 -1.38666989e-02 -1.16883115e-01 4.32961083e-02
-8.76518654e-02 3.22446378e-01 2.63130826e-01 2.04982943e-01
-1.61468937e-01 -6.20045251e-02]
[ 1.50461892e-03 -1.74491032e-02 1.21967813e-01 1.03925048e-01
-1.05744241e-03 1.06013414e-01 -1.26760572e-01 -4.16844595e-02
2.11232532e-01 7.50949477e-02]
[ 1.08656964e-01 7.46118143e-02 -4.65922594e-02 -1.01163331e-01
-9.44280289e-02 -3.29688107e-01 1.14274190e-01 8.59489570e-03
1.41209703e-01 8.79754358e-02]
[ -1.00710067e-01 -5.49867019e-03 -1.59972546e-02 2.10528761e-02
1.17946487e-02 -2.03184079e-01 -8.29764240e-02 -1.99986673e-02
1.45413481e-02 1.26279732e-01]
[ -1.46413387e-01 -8.40063958e-02 -1.98107787e-01 -5.09030584e-03
-2.68371016e-01 -4.21430875e-03 4.51563405e-03 -2.38433415e-02
2.19039213e-03 5.94956894e-02]
[ -3.14312379e-02 -8.73295595e-02 -7.52394793e-02 -1.29292020e-01
5.38502391e-01 2.76603711e-01 5.59630591e-01 1.12907419e-01
-1.83308807e-01 -3.78075665e-01]
[ -1.58812191e-02 -3.79928830e-01 -2.98186759e-02 -7.27462167e-02
6.59769714e-01 1.00811097e-01 5.15786154e-01 9.14817293e-02
2.96743529e-02 -3.82466821e-01]
[ 1.08412362e-02 -4.38636904e-01 -4.32820695e-02 -1.07852384e-01
6.78315138e-01 2.37721540e-02 4.88102304e-01 4.86995327e-02
-3.63940024e-01 -2.18892943e-01]
[ -1.67524094e-01 -5.79838326e-01 -8.42813507e-03 -2.00562429e-01
7.59970623e-01 -9.14397720e-02 6.08649428e-01 -8.25353782e-02
-6.56103695e-02 8.48795798e-02]
[ -2.88767449e-01 -3.85541205e-01 5.72215056e-02 -4.33957432e-02
9.07640024e-01 1.41043648e-01 4.04572480e-01 4.79558478e-02
-8.58246731e-02 -1.32176799e-01]
[ -2.02123090e-01 -2.92637835e-01 2.51982467e-01 -2.41182521e-01
6.57513960e-01 -4.49489049e-02 6.76885610e-01 1.32847725e-02
-2.55264358e-01 -2.66518049e-02]
[ -1.28974707e-01 -2.18971607e-01 -1.80425836e-01 -1.00687062e-01
4.86483544e-01 -2.30341283e-01 1.74189989e-01 1.69090272e-01
-8.89703336e-03 -1.18521396e-01]
[ 1.16828592e-01 2.53826587e-01 1.66473729e-01 -8.29946641e-02
-1.03500995e-01 4.75027969e-02 -1.61945466e-01 2.83775994e-01
8.10680275e-02 1.84948381e-01]
[ 3.44399340e-01 3.01434788e-01 -8.59362530e-02 3.05241084e-01
-8.59658348e-01 -2.85297851e-01 -4.60419244e-01 1.76937691e-01
3.75836861e-01 -4.24720330e-02]
[ 4.45858619e-02 1.32036886e-01 2.51917148e-01 2.46791922e-01
-4.87062132e-02 -1.94857261e-01 -1.72255125e-01 -1.33185504e-01
-1.42359913e-01 -2.92039425e-01]
[ 2.49835330e-02 -5.67726542e-02 -1.17654192e-01 -5.19568224e-02
2.35673280e-01 4.02562836e-02 -9.88580462e-03 -1.84352862e-01
3.57803830e-02 2.10063281e-01]
[ 1.49840299e-03 -5.21453930e-02 -6.65540013e-02 -5.02919228e-02
-2.16593974e-02 -1.77036188e-01 8.65140888e-02 1.01385566e-02
3.77041870e-02 6.38799111e-03]
[ 2.84463875e-02 6.89723965e-02 2.44021034e-01 7.31686197e-02
-2.25158198e-01 -1.34493835e-01 1.13606197e-01 3.95787581e-02
-1.86335525e-01 1.06948811e-01]
[ 7.59361312e-02 4.11452574e-02 1.09694798e-01 1.39109022e-02
-2.57757313e-01 6.71024233e-02 5.58219111e-02 -2.70312915e-01
-1.22001303e-02 -8.23568947e-02]
[ -7.61072094e-03 9.96577478e-02 8.61680974e-02 -2.43577380e-02
-5.58810977e-02 1.79273051e-01 9.00669411e-02 1.18840127e-01
-1.72326890e-02 1.78516361e-01]
[ 2.14209249e-01 5.11095513e-02 2.56447463e-02 7.17061364e-02
7.14320085e-02 -2.01405933e-02 -1.45275766e-01 1.47779301e-01
-6.17934814e-02 -2.90907298e-02]
[ 4.23208274e-02 -1.19679620e-02 1.69878422e-02 4.11925570e-02
-4.07734435e-01 -1.22920340e-01 -2.03809365e-01 4.12403783e-02
1.19669036e-01 1.93878614e-01]
[ 4.39024862e-02 5.16330592e-01 1.21765571e-01 4.13252871e-01
-1.10011022e+00 -3.04448923e-01 -6.08769784e-01 -7.24904015e-02
2.86947106e-01 3.30128663e-01]
[ 1.81884404e-01 5.10862003e-01 6.67278634e-02 4.26966543e-01
-8.91212278e-01 -8.51119940e-02 -4.52534362e-01 1.51351064e-01
2.11131509e-01 4.89306048e-01]
[ 2.56589200e-01 3.00994939e-01 2.46133569e-01 1.45894192e-01
-4.12393842e-01 8.07364453e-02 -2.10240628e-01 1.62636674e-01
2.38206163e-01 7.66728196e-02]
[ -7.10693101e-02 2.24912049e-01 2.42908351e-01 2.06545317e-02
-4.79589527e-02 1.29608905e-01 -1.04571031e-01 -1.48401551e-02
-2.98221971e-02 5.46559520e-02]
[ -9.28752022e-02 6.04401563e-03 2.73735364e-02 1.01251218e-01
-7.34285899e-02 1.13659247e-01 2.42625192e-01 2.07453313e-02
-2.68542125e-01 -8.54467916e-02]
[ -2.20554722e-01 -2.61517283e-02 -9.34517316e-02 -3.44912905e-01
1.84337269e-01 1.19893287e-01 1.04908450e-01 1.03411895e-01
-2.07993333e-01 3.12644261e-02]
[ 1.05430806e-02 -3.81341794e-01 -1.27283833e-01 -1.61749853e-01
3.73185369e-01 2.60688701e-02 1.78393835e-01 1.52546381e-01
-1.65230202e-01 -2.21360739e-01]
[ 1.35042734e-01 -2.05836228e-01 -1.44792608e-01 -3.89659288e-03
8.64180450e-02 -5.63598266e-02 4.23048037e-02 -1.50329259e-01
1.29838787e-01 -1.25684915e-01]
[ -1.18242169e-01 9.92330327e-02 2.61459696e-01 -1.38526985e-02
1.65283049e-01 8.36457133e-02 2.24114692e-02 -2.98005752e-01
-1.15532615e-01 -6.04306649e-02]
[ -3.51588125e-01 4.56291403e-02 1.17348178e-02 -3.30001762e-02
1.68563215e-01 -1.71242031e-01 -1.45433852e-03 2.34321726e-01
-9.22711697e-02 7.12080716e-02]
[ 1.44515386e-01 4.58252450e-02 -2.36603574e-01 -8.95682964e-02
1.24715232e-01 -2.94980304e-01 5.16965223e-02 -1.68138346e-01
-2.70092790e-03 -1.93174954e-01]
[ 2.10160969e-01 -1.70874490e-01 6.29058684e-02 -2.52581982e-02
9.85586801e-02 -3.35587109e-02 2.26698156e-02 -1.36974314e-01
1.10961150e-01 -1.82055419e-01]
[ -1.07301314e-01 -6.44858447e-02 1.20103203e-01 1.05219429e-01
5.51496674e-02 -1.12018659e-01 2.56828105e-01 -7.79662999e-02
1.81115283e-01 -7.63887694e-03]
[ 2.42547008e-03 -1.70410514e-01 2.03942581e-01 -2.38383642e-01
-1.96316888e-02 1.13208861e-01 5.34502245e-02 -1.15890722e-01
2.80258783e-02 2.27928016e-01]]
[[ 0.62092568]
[ 1.5682705 ]
[ 0.28851376]
[ 0.8783713 ]
[-2.64848692]
[-0.25016747]
[-1.57173051]
[ 0.06778957]
[ 0.68998762]
[ 0.9073924 ]]
Progress: 29.9% ... Training loss: 0.292 ... Validation loss: 0.453[[ 1.60528611e-01 1.97717236e-01 -1.07894645e-01 1.05983913e-01
-5.13030348e-01 -7.08158471e-02 -4.83429755e-02 1.22273119e-01
-6.42635226e-02 1.82603139e-01]
[ 1.46208634e-02 1.58157279e-01 -1.93517813e-02 4.44144451e-02
9.03560024e-02 -6.39483804e-03 3.07347832e-01 4.13277447e-02
1.41224975e-01 -2.77703306e-02]
[ 1.77821616e-01 5.91211773e-01 1.11848685e-02 -1.40997270e-02
3.60279767e-01 -2.74640683e-02 -6.65932774e-01 -3.93199197e-02
5.70926832e-02 2.75763179e-01]
[ -4.47034279e-03 -3.27827057e-01 -2.25471850e-01 7.14664274e-02
-2.62238785e-03 1.54140011e-01 1.53862138e-01 5.76862990e-02
4.62533620e-02 1.75811183e-01]
[ -8.16874246e-03 1.42969781e-01 -1.44379959e-01 4.91506536e-02
2.96471558e-02 -1.82625312e-01 4.19624848e-02 -1.18419696e-01
-1.81904587e-01 -9.71077892e-03]
[ -3.64886880e-01 -5.14411095e-01 -2.89813300e-01 1.70014222e-01
7.54084617e-02 3.87394800e-02 2.02242511e-01 -3.60918938e-02
-4.56990500e-03 1.16805478e-02]
[ -8.04189210e-03 -2.09238253e-01 7.86102413e-03 8.43018521e-02
1.14807320e-02 -6.97511657e-02 1.85631843e-01 -1.90881529e-01
1.86301579e-01 2.36947692e-02]
[ 1.15394251e-01 -2.36359465e-01 3.54635449e-02 -6.51567685e-02
7.93570514e-02 -4.86353964e-02 6.89033177e-02 1.20682560e-01
8.29251553e-02 -2.09902085e-02]
[ -1.77415894e-01 -1.26446507e-01 -3.06081730e-01 -2.85990205e-02
1.34543627e-02 7.13449729e-02 -1.60947753e-01 -2.92092688e-02
2.55748898e-01 -1.37706065e-01]
[ 7.20911576e-02 -3.34499720e-01 9.65872037e-02 5.27973234e-02
-7.78001175e-03 -1.22962735e-01 1.23669169e-01 -1.01232668e-01
3.70046348e-02 1.30221176e-01]
[ -8.88068127e-02 -2.32770636e-02 -2.79709328e-03 -1.58181086e-01
4.58917013e-02 2.27469371e-02 1.65541797e-01 -1.03322802e-01
-2.35837432e-02 -1.36924679e-01]
[ -1.24418892e-01 -1.32424297e-01 -7.36530298e-02 -1.69904526e-02
4.07650144e-01 1.04740906e-01 9.34761636e-02 -1.69798629e-02
-1.79546700e-01 -2.24517860e-01]
[ -1.56972545e-01 4.36118012e-03 6.19163683e-02 2.17009197e-02
-1.72289853e-01 -2.19720223e-01 -1.77935935e-01 -1.97016874e-01
8.69521554e-02 1.74036760e-01]
[ -2.48356695e-01 -2.67345705e-01 1.08480003e-01 2.49551391e-01
-9.54413921e-02 -7.54705755e-02 3.73017925e-03 -2.57251939e-01
-2.36247028e-01 -3.85507072e-02]
[ 1.13177358e-01 -1.26286621e-01 -1.80804144e-02 1.27303696e-01
-3.51611339e-02 -8.97353263e-02 1.81746397e-01 3.98242854e-03
3.50246798e-02 1.88573086e-02]
[ 3.92810943e-02 -7.32061678e-02 -2.10376369e-01 1.52513596e-01
-4.31727669e-02 8.40309865e-02 -6.28931927e-02 -1.97375589e-02
-8.89808146e-02 -1.91808349e-03]
[ -1.18779914e-01 -6.20584891e-02 -2.01597511e-01 1.59430540e-01
-8.77466511e-03 1.33144971e-01 3.45674872e-03 -2.49955046e-01
7.21682672e-02 -1.96062584e-01]
[ -7.30671107e-02 -4.80121896e-02 2.73977183e-01 9.30703088e-02
1.36612825e-01 -5.95377931e-02 -1.15456020e-01 1.20261378e-01
6.78710118e-02 2.75295434e-02]
[ 5.39017010e-02 -3.37366774e-02 8.68739082e-02 8.54066424e-02
6.87417885e-02 -1.62315784e-02 2.39869334e-01 1.20361444e-01
-3.16532267e-02 -6.74872952e-02]
[ 8.89569333e-03 -1.49675743e-01 -2.90924387e-01 -5.02667109e-02
1.83103595e-01 -9.17585121e-02 1.62618638e-01 1.63828374e-01
1.08500578e-01 -2.89317241e-02]
[ 4.85363671e-02 -1.63637630e-02 -1.17385774e-01 4.17453802e-02
-8.29779932e-02 3.22888728e-01 2.65646636e-01 2.04865184e-01
-1.62691691e-01 -6.35155320e-02]
[ 1.29754112e-03 -1.78990293e-02 1.21890029e-01 1.03643016e-01
-3.30586342e-04 1.06091963e-01 -1.26323968e-01 -4.17031004e-02
2.11031711e-01 7.47757790e-02]
[ 1.08138056e-01 7.36388356e-02 -4.67908771e-02 -1.01879095e-01
-9.26224412e-02 -3.29496073e-01 1.15499814e-01 8.53989712e-03
1.40605143e-01 8.72124355e-02]
[ -1.01030028e-01 -6.43612699e-03 -1.61492429e-02 2.05730264e-02
1.31154741e-02 -2.03040970e-01 -8.20186069e-02 -2.00367561e-02
1.41765726e-02 1.25780697e-01]
[ -1.46997795e-01 -8.52632122e-02 -1.98381442e-01 -5.95620529e-03
-2.66212364e-01 -3.97608178e-03 6.04079033e-03 -2.39090017e-02
1.52408937e-03 5.86183144e-02]
[ -3.15654162e-02 -8.77199169e-02 -7.53150945e-02 -1.29514036e-01
5.39387074e-01 2.76669443e-01 5.60017206e-01 1.12890983e-01
-1.83488927e-01 -3.78315625e-01]
[ -1.60718964e-02 -3.80572822e-01 -2.99092270e-02 -7.30147955e-02
6.60541963e-01 1.00889353e-01 5.16421844e-01 9.14620564e-02
2.94642978e-02 -3.82725460e-01]
[ 1.09979293e-02 -4.38474646e-01 -4.31921201e-02 -1.07575959e-01
6.77498250e-01 2.36941416e-02 4.87909847e-01 4.87200148e-02
-3.63726100e-01 -2.18635614e-01]
[ -1.67719483e-01 -5.80370619e-01 -8.51540010e-03 -2.00834528e-01
7.60619348e-01 -9.13636025e-02 6.09128245e-01 -8.25562098e-02
-6.58208506e-02 8.46196097e-02]
[ -2.88425397e-01 -3.85223172e-01 5.73942681e-02 -4.28622932e-02
9.06136800e-01 1.40892664e-01 4.04078318e-01 4.79977274e-02
-8.54043260e-02 -1.31629574e-01]
[ -2.02274564e-01 -2.93047582e-01 2.51921702e-01 -2.41357872e-01
6.58022752e-01 -4.49024991e-02 6.77286353e-01 1.32723546e-02
-2.55402416e-01 -2.67911199e-02]
[ -1.28932127e-01 -2.18801636e-01 -1.80397703e-01 -1.00609206e-01
4.86449811e-01 -2.30362798e-01 1.74048697e-01 1.69096032e-01
-8.82188803e-03 -1.18444071e-01]
[ 1.16568921e-01 2.53229937e-01 1.66337922e-01 -8.33911499e-02
-1.02184912e-01 4.76229507e-02 -1.61286204e-01 2.83743836e-01
8.07503873e-02 1.84506955e-01]
[ 3.43632921e-01 3.00162630e-01 -8.62494717e-02 3.04234415e-01
-8.57554494e-01 -2.84992141e-01 -4.58794556e-01 1.76855035e-01
3.75082483e-01 -4.35601769e-02]
[ 4.46176244e-02 1.32237640e-01 2.51932777e-01 2.46842387e-01
-4.89557238e-02 -1.94869192e-01 -1.72422581e-01 -1.33181149e-01
-1.42324071e-01 -2.91986001e-01]
[ 2.42954185e-02 -5.85486657e-02 -1.17964606e-01 -5.29664059e-02
2.38678622e-01 4.05291049e-02 -8.10965478e-03 -1.84429088e-01
3.50152029e-02 2.09096069e-01]
[ 1.49840299e-03 -5.21453930e-02 -6.65540013e-02 -5.02919228e-02
-2.16593974e-02 -1.77036188e-01 8.65140888e-02 1.01385566e-02
3.77041870e-02 6.38799111e-03]
[ 2.87698455e-02 6.97515382e-02 2.44182537e-01 7.36623944e-02
-2.26312798e-01 -1.34631816e-01 1.12679992e-01 3.96182541e-02
-1.85941030e-01 1.07340343e-01]
[ 7.52690462e-02 3.95102912e-02 1.09336552e-01 1.27993166e-02
-2.54467805e-01 6.73948914e-02 5.74247273e-02 -2.70397208e-01
-1.30670338e-02 -8.34564873e-02]
[ -7.68847267e-03 9.96314208e-02 8.61464772e-02 -2.44903971e-02
-5.55434914e-02 1.79301781e-01 9.00603879e-02 1.18831794e-01
-1.73229676e-02 1.78390222e-01]
[ 2.14502886e-01 5.16380557e-02 2.58225072e-02 7.21978545e-02
6.99235886e-02 -2.02700794e-02 -1.45921344e-01 1.47817714e-01
-6.14038975e-02 -2.85798451e-02]
[ 4.20658158e-02 -1.24005433e-02 1.68553995e-02 4.07843544e-02
-4.06765472e-01 -1.22810891e-01 -2.03044063e-01 4.12106703e-02
1.19297730e-01 1.93418159e-01]
[ 4.33261675e-02 5.15062741e-01 1.21509113e-01 4.12395483e-01
-1.09828031e+00 -3.04183907e-01 -6.07235435e-01 -7.25569155e-02
2.86276647e-01 3.29223575e-01]
[ 1.81580371e-01 5.10067008e-01 6.65770740e-02 4.26514266e-01
-8.89939875e-01 -8.49779216e-02 -4.51766232e-01 1.51314971e-01
2.10782622e-01 4.88863898e-01]
[ 2.56700621e-01 3.01306151e-01 2.46188509e-01 1.46095860e-01
-4.12901098e-01 8.06793413e-02 -2.10479477e-01 1.62655090e-01
2.38315480e-01 7.68623591e-02]
[ -7.10985095e-02 2.24892996e-01 2.42888830e-01 2.06001424e-02
-4.77540651e-02 1.29622327e-01 -1.04503943e-01 -1.48441109e-02
-2.98617439e-02 5.46011974e-02]
[ -9.28675840e-02 6.28080451e-03 2.73657357e-02 1.01233169e-01
-7.33703121e-02 1.13663376e-01 2.42492043e-01 2.07432047e-02
-2.68551704e-01 -8.54680915e-02]
[ -2.20594278e-01 -2.62551336e-02 -9.34703698e-02 -3.44970626e-01
1.84511890e-01 1.19909406e-01 1.05011689e-01 1.03407444e-01
-2.08038781e-01 3.12048135e-02]
[ 1.01899781e-02 -3.82235143e-01 -1.27464534e-01 -1.62303642e-01
3.74762165e-01 2.62228856e-02 1.79293373e-01 1.52504454e-01
-1.65665897e-01 -2.21933087e-01]
[ 1.34457643e-01 -2.06658819e-01 -1.45023699e-01 -4.60627263e-03
8.80817652e-02 -5.61078376e-02 4.35532159e-02 -1.50385343e-01
1.29307133e-01 -1.26464707e-01]
[ -1.17765456e-01 1.00432798e-01 2.61685796e-01 -1.31735541e-02
1.63416381e-01 8.34510400e-02 2.11852054e-02 -2.97952186e-01
-1.15016034e-01 -5.98255766e-02]
[ -3.52994672e-01 4.21697997e-02 1.10881688e-02 -3.50466252e-02
1.74648050e-01 -1.70680133e-01 2.18224642e-03 2.34164684e-01
-9.38647374e-02 6.91292879e-02]
[ 1.44127302e-01 4.47053068e-02 -2.36738334e-01 -9.01057323e-02
1.26155046e-01 -2.94820205e-01 5.29242224e-02 -1.68176975e-01
-3.16771197e-03 -1.93727787e-01]
[ 2.09140420e-01 -1.73478746e-01 6.23817118e-02 -2.68736610e-02
1.03211924e-01 -3.31280843e-02 2.52117444e-02 -1.37095204e-01
1.09706438e-01 -1.83682208e-01]
[ -1.07456366e-01 -6.47910245e-02 1.20026163e-01 1.04973301e-01
5.55733457e-02 -1.11954234e-01 2.57088034e-01 -7.79841567e-02
1.80947120e-01 -7.80821957e-03]
[ 2.12532035e-03 -1.71386044e-01 2.03811000e-01 -2.38779119e-01
-1.88512437e-02 1.13330149e-01 5.45186606e-02 -1.15922788e-01
2.77088165e-02 2.27421620e-01]]
[[ 0.60922485]
[ 1.55863595]
[ 0.2790574 ]
[ 0.86627109]
[-2.65780172]
[-0.25950767]
[-1.58364042]
[ 0.05672428]
[ 0.67727559]
[ 0.89549704]]
Progress: 29.9% ... Training loss: 0.286 ... Validation loss: 0.452[[ 1.60168346e-01 1.96964039e-01 -1.07935932e-01 1.05790319e-01
-5.11427837e-01 -7.06577967e-02 -4.69069293e-02 1.22271820e-01
-6.45827648e-02 1.82171675e-01]
[ 1.46326795e-02 1.58093006e-01 -1.93436945e-02 4.44540618e-02
9.02793952e-02 -6.41088015e-03 3.07393840e-01 4.13306401e-02
1.41252299e-01 -2.77537599e-02]
[ 1.79360372e-01 5.95233135e-01 1.19948489e-02 -1.19007031e-02
3.53601079e-01 -2.80034134e-02 -6.69877298e-01 -3.91615398e-02
5.86468286e-02 2.77809948e-01]
[ -7.68955126e-04 -3.18583675e-01 -2.23851402e-01 7.66287828e-02
-1.70835242e-02 1.52580889e-01 1.45024026e-01 5.80049133e-02
5.01900566e-02 1.81120428e-01]
[ -9.85483135e-03 1.38892928e-01 -1.45227896e-01 4.67352487e-02
3.63661834e-02 -1.81996035e-01 4.56843451e-02 -1.18557559e-01
-1.83606908e-01 -1.20076288e-02]
[ -3.65540189e-01 -5.16515927e-01 -2.90094399e-01 1.69302521e-01
7.70228466e-02 3.89728756e-02 2.04558961e-01 -3.61473476e-02
-5.23223231e-03 1.07151755e-02]
[ -9.25049038e-03 -2.12665237e-01 7.31085190e-03 8.23811755e-02
1.73227201e-02 -6.92281753e-02 1.88721307e-01 -1.90989475e-01
1.84839124e-01 2.17979061e-02]
[ 1.16337842e-01 -2.34230275e-01 3.60096585e-02 -6.35174397e-02
7.41576507e-02 -4.90453309e-02 6.69238434e-02 1.20793791e-01
8.41444897e-02 -1.94914789e-02]
[ -1.75896375e-01 -1.22742432e-01 -3.05382221e-01 -2.63700829e-02
7.70530869e-03 7.07253356e-02 -1.64215636e-01 -2.90594724e-02
2.57341525e-01 -1.35455278e-01]
[ 7.27611397e-02 -3.33377830e-01 9.70227996e-02 5.40964937e-02
-1.12363297e-02 -1.23263965e-01 1.23151137e-01 -1.01132205e-01
3.77422454e-02 1.31257316e-01]
[ -8.87148130e-02 -2.38477351e-02 -2.75266470e-03 -1.58065410e-01
4.54740232e-02 2.27023084e-02 1.65830530e-01 -1.03309085e-01
-2.34237429e-02 -1.36787115e-01]
[ -1.24579671e-01 -1.32674067e-01 -7.37187039e-02 -1.71694090e-02
4.08032058e-01 1.04813578e-01 9.38640207e-02 -1.69964151e-02
-1.79757133e-01 -2.24804282e-01]
[ -1.56972545e-01 4.36118012e-03 6.19163683e-02 2.17009197e-02
-1.72289853e-01 -2.19720223e-01 -1.77935935e-01 -1.97016874e-01
8.69521554e-02 1.74036760e-01]
[ -2.48921832e-01 -2.68585995e-01 1.08219938e-01 2.48800123e-01
-9.34819226e-02 -7.52291312e-02 5.15490374e-03 -2.57307051e-01
-2.36900455e-01 -3.94603234e-02]
[ 1.13600087e-01 -1.25775023e-01 -1.78811443e-02 1.27967534e-01
-3.70318686e-02 -8.99379634e-02 1.81200671e-01 4.02521698e-03
3.55284913e-02 1.95160534e-02]
[ 3.84101870e-02 -7.56200791e-02 -2.10748882e-01 1.51337208e-01
-3.92381604e-02 8.43788876e-02 -6.05327070e-02 -1.98115100e-02
-8.99177247e-02 -3.12439165e-03]
[ -1.19176112e-01 -6.32384711e-02 -2.01774913e-01 1.58846022e-01
-7.00871841e-03 1.33296446e-01 4.57606997e-03 -2.49984460e-01
7.17047904e-02 -1.96654037e-01]
[ -7.29881242e-02 -4.78052682e-02 2.74030109e-01 9.31828828e-02
1.36317740e-01 -5.95818372e-02 -1.15663575e-01 1.20268928e-01
6.79603219e-02 2.76667051e-02]
[ 5.37713594e-02 -3.42193842e-02 8.67839624e-02 8.50548216e-02
6.93932990e-02 -1.61433041e-02 2.40087347e-01 1.20342336e-01
-3.18986200e-02 -6.78499143e-02]
[ 9.77566756e-03 -1.47659735e-01 -2.90402105e-01 -4.86268101e-02
1.77967983e-01 -9.21280723e-02 1.60809040e-01 1.63936630e-01
1.09719322e-01 -2.73351151e-02]
[ 4.86051198e-02 -1.63061925e-02 -1.17347149e-01 4.18191682e-02
-8.31681887e-02 3.22859630e-01 2.65456178e-01 2.04871344e-01
-1.62615659e-01 -6.35005053e-02]
[ 1.98820858e-03 -1.60126342e-02 1.22185670e-01 1.04594899e-01
-2.80767169e-03 1.05794781e-01 -1.27959610e-01 -4.16346220e-02
2.11723731e-01 7.57747587e-02]
[ 1.08617968e-01 7.48246397e-02 -4.65537852e-02 -1.01159525e-01
-9.43393652e-02 -3.29676267e-01 1.14640695e-01 8.58673519e-03
1.41054834e-01 8.78604418e-02]
[ -1.00852538e-01 -6.13189896e-03 -1.60715620e-02 2.08316721e-02
1.23482193e-02 -2.03114204e-01 -8.23573420e-02 -2.00204047e-02
1.43673439e-02 1.26026536e-01]
[ -1.47232520e-01 -8.58133995e-02 -1.98490686e-01 -6.27652136e-03
-2.65563089e-01 -3.88241378e-03 6.66363638e-03 -2.39302121e-02
1.29009478e-03 5.82752247e-02]
[ -3.14263199e-02 -8.76380513e-02 -7.52468717e-02 -1.29316481e-01
5.38765775e-01 2.76609282e-01 5.59938988e-01 1.12903333e-01
-1.83336062e-01 -3.78150488e-01]
[ -1.59918573e-02 -3.80485015e-01 -2.98757350e-02 -7.29004860e-02
6.60151551e-01 1.00856978e-01 5.16289594e-01 9.14693218e-02
2.95488770e-02 -3.82625661e-01]
[ 1.07006114e-02 -4.39188933e-01 -4.33226382e-02 -1.07997621e-01
6.78514217e-01 2.38165135e-02 4.88674079e-01 4.86926515e-02
-3.64041781e-01 -2.19079567e-01]
[ -1.67877816e-01 -5.80880284e-01 -8.58330566e-03 -2.01042182e-01
7.61273104e-01 -9.13064901e-02 6.09532629e-01 -8.25652404e-02
-6.59801736e-02 8.44321909e-02]
[ -2.88401536e-01 -3.85251721e-01 5.74084710e-02 -4.28188901e-02
9.05899784e-01 1.40877152e-01 4.04180282e-01 4.80005093e-02
-8.53626652e-02 -1.31588222e-01]
[ -2.01918892e-01 -2.92577236e-01 2.52103655e-01 -2.40787195e-01
6.56402444e-01 -4.50713497e-02 6.76723538e-01 1.33099855e-02
-2.54982452e-01 -2.62060107e-02]
[ -1.29450631e-01 -2.20089718e-01 -1.80629558e-01 -1.01346683e-01
4.88728905e-01 -2.30156599e-01 1.75396501e-01 1.69047525e-01
-9.40169504e-03 -1.19180015e-01]
[ 1.17383934e-01 2.55281940e-01 1.66709990e-01 -8.22300930e-02
-1.05719192e-01 4.72792684e-02 -1.63413058e-01 2.83819721e-01
8.16367825e-02 1.85670294e-01]
[ 3.45021280e-01 3.03990948e-01 -8.55644765e-02 3.06453486e-01
-8.63576379e-01 -2.85568824e-01 -4.62389564e-01 1.77005468e-01
3.76712016e-01 -4.12008833e-02]
[ 4.44425567e-02 1.31890875e-01 2.51840173e-01 2.46559906e-01
-4.80499396e-02 -1.94778855e-01 -1.71957791e-01 -1.33200931e-01
-1.42535430e-01 -2.92287438e-01]
[ 2.45958009e-02 -5.78141419e-02 -1.17829518e-01 -5.25327232e-02
2.37375943e-01 4.04101115e-02 -8.88965923e-03 -1.84402744e-01
3.53388879e-02 2.09539638e-01]
[ 1.36765199e-03 -5.24841441e-02 -6.66152669e-02 -5.04849244e-02
-2.10767916e-02 -1.76980855e-01 8.67934563e-02 1.01275019e-02
3.75563529e-02 6.21805526e-03]
[ 2.84944479e-02 6.90039627e-02 2.44056858e-01 7.32685106e-02
-2.25141908e-01 -1.34529123e-01 1.13386759e-01 3.95925133e-02
-1.86251044e-01 1.06938124e-01]
[ 7.50253537e-02 3.89088015e-02 1.09226264e-01 1.24598249e-02
-2.53421362e-01 6.74785377e-02 5.80343969e-02 -2.70412211e-01
-1.33251015e-02 -8.37907201e-02]
[ -7.76296721e-03 9.94119592e-02 8.61150585e-02 -2.45948738e-02
-5.52490002e-02 1.79329018e-01 9.02991186e-02 1.18825359e-01
-1.74088153e-02 1.78254286e-01]
[ 2.13944258e-01 5.03139334e-02 2.55468092e-02 7.12668936e-02
7.22632261e-02 -2.00078395e-02 -1.44649173e-01 1.47757873e-01
-6.21208931e-02 -2.95319235e-02]
[ 4.16230597e-02 -1.35472995e-02 1.66386868e-02 4.01357464e-02
-4.04890102e-01 -1.22628688e-01 -2.01951443e-01 4.11673799e-02
1.18787937e-01 1.92725519e-01]
[ 4.41652020e-02 5.17081078e-01 1.21922315e-01 4.13644643e-01
-1.10102927e+00 -3.04494050e-01 -6.08779350e-01 -7.24769832e-02
2.87068160e-01 3.30362067e-01]
[ 1.82189594e-01 5.11236947e-01 6.69156986e-02 4.27531459e-01
-8.93098701e-01 -8.52636884e-02 -4.53062137e-01 1.51385756e-01
2.11561466e-01 4.89702639e-01]
[ 2.55539674e-01 2.98653906e-01 2.45653737e-01 1.44435570e-01
-4.08593779e-01 8.11816793e-02 -2.07611538e-01 1.62544632e-01
2.37070695e-01 7.51178275e-02]
[ -7.09999899e-02 2.25009298e-01 2.42932577e-01 2.07331847e-02
-4.81082660e-02 1.29582478e-01 -1.04660542e-01 -1.48350883e-02
-2.97512473e-02 5.47455633e-02]
[ -9.30528144e-02 5.80345354e-03 2.72882661e-02 1.00960823e-01
-7.25501039e-02 1.13744645e-01 2.42952475e-01 2.07254644e-02
-2.68760741e-01 -8.57286494e-02]
[ -2.20609119e-01 -2.64813041e-02 -9.34706042e-02 -3.44975568e-01
1.84522186e-01 1.19905131e-01 1.05159265e-01 1.03407704e-01
-2.08038676e-01 3.11794034e-02]
[ 1.03779428e-02 -3.81871865e-01 -1.27379361e-01 -1.62009630e-01
3.73958084e-01 2.61330106e-02 1.78965054e-01 1.52523637e-01
-1.65449814e-01 -2.21638709e-01]
[ 1.33714266e-01 -2.08577375e-01 -1.45385779e-01 -5.70278535e-03
9.09511409e-02 -5.57724841e-02 4.56289241e-02 -1.50462346e-01
1.28478025e-01 -1.27669369e-01]
[ -1.18120448e-01 9.91351278e-02 2.61533398e-01 -1.35931002e-02
1.64515901e-01 8.35813545e-02 2.23977631e-02 -2.97976005e-01
-1.15358663e-01 -6.03220863e-02]
[ -3.53606507e-01 4.04446057e-02 1.08203292e-02 -3.58822611e-02
1.76929967e-01 -1.70449389e-01 4.04024190e-03 2.34108418e-01
-9.45431813e-02 6.82137774e-02]
[ 1.45708482e-01 4.85992680e-02 -2.35933305e-01 -8.75167730e-02
1.19568131e-01 -2.95468138e-01 4.94457512e-02 -1.67999558e-01
-1.43451775e-03 -1.91150866e-01]
[ 2.09012018e-01 -1.73797419e-01 6.23647712e-02 -2.70001804e-02
1.03047227e-01 -3.30840744e-02 2.56367641e-02 -1.37100907e-01
1.09585951e-01 -1.83903330e-01]
[ -1.06417752e-01 -6.25057369e-02 1.20500681e-01 1.06355623e-01
5.17812719e-02 -1.12376082e-01 2.54532964e-01 -7.78856917e-02
1.82058140e-01 -6.40514017e-03]
[ 1.94533605e-03 -1.72003752e-01 2.03745063e-01 -2.39036297e-01
-1.80504530e-02 1.13386323e-01 5.51394781e-02 -1.15938251e-01
2.75224487e-02 2.27166705e-01]]
[[ 0.61440912]
[ 1.56315432]
[ 0.28013322]
[ 0.86975834]
[-2.65662073]
[-0.25726666]
[-1.58360307]
[ 0.0613335 ]
[ 0.68436715]
[ 0.90096039]]
Progress: 29.9% ... Training loss: 0.286 ... Validation loss: 0.451[[ 1.62046626e-01 2.02418681e-01 -1.06901542e-01 1.08921665e-01
-5.20361448e-01 -7.15525905e-02 -5.14103596e-02 1.22502846e-01
-6.22483404e-02 1.84952493e-01]
[ 1.45436202e-02 1.57858865e-01 -1.93874131e-02 4.43266398e-02
9.06514399e-02 -6.37518042e-03 3.07685930e-01 4.13210568e-02
1.41163664e-01 -2.78712670e-02]
[ 1.82347912e-01 6.03423200e-01 1.34343648e-02 -7.69026496e-03
3.40971952e-01 -2.92654153e-02 -6.77446335e-01 -3.88438380e-02
6.19424033e-02 2.81552497e-01]
[ -1.11159590e-03 -3.19858493e-01 -2.23779881e-01 7.62325541e-02
-1.42683473e-02 1.52750830e-01 1.47122190e-01 5.79886615e-02
4.99216712e-02 1.81148225e-01]
[ -9.39128610e-03 1.39077383e-01 -1.44961739e-01 4.73074904e-02
3.39514104e-02 -1.82193386e-01 4.55668255e-02 -1.18508452e-01
-1.83021749e-01 -1.17735355e-02]
[ -3.66294774e-01 -5.18621087e-01 -2.90440853e-01 1.68401610e-01
7.91597315e-02 3.92455106e-02 2.06732179e-01 -3.62149956e-02
-6.03502123e-03 9.65127950e-03]
[ -8.36316687e-03 -2.09927293e-01 7.67163502e-03 8.35165153e-02
1.36153462e-02 -6.95790093e-02 1.86219625e-01 -1.90906483e-01
1.85723531e-01 2.29110569e-02]
[ 1.18201706e-01 -2.29223842e-01 3.70256529e-02 -6.05034827e-02
6.54882086e-02 -4.99223128e-02 6.27639932e-02 1.21018069e-01
8.64632710e-02 -1.67825787e-02]
[ -1.77443019e-01 -1.26267273e-01 -3.05963263e-01 -2.84943381e-02
1.33416690e-02 7.13336316e-02 -1.60275965e-01 -2.92095873e-02
2.55689396e-01 -1.37743020e-01]
[ 7.41713408e-02 -3.28886029e-01 9.78280566e-02 5.65202277e-02
-1.90128818e-02 -1.23982048e-01 1.19697118e-01 -1.00954800e-01
3.95613213e-02 1.33137978e-01]
[ -8.81933029e-02 -2.27095006e-02 -2.53616433e-03 -1.57273899e-01
4.29572045e-02 2.24510909e-02 1.64862188e-01 -1.03248465e-01
-2.28572692e-02 -1.35987657e-01]
[ -1.26061425e-01 -1.36189726e-01 -7.42911796e-02 -1.92605240e-02
4.13721858e-01 1.05435994e-01 9.77377392e-02 -1.71449339e-02
-1.81394412e-01 -2.27013990e-01]
[ -1.56972545e-01 4.36118012e-03 6.19163683e-02 2.17009197e-02
-1.72289853e-01 -2.19720223e-01 -1.77935935e-01 -1.97016874e-01
8.69521554e-02 1.74036760e-01]
[ -2.49352593e-01 -2.69710135e-01 1.08017102e-01 2.48292212e-01
-9.25056475e-02 -7.50694145e-02 6.39657505e-03 -2.57347688e-01
-2.37385192e-01 -4.00838450e-02]
[ 1.13151150e-01 -1.26753952e-01 -1.80772736e-02 1.27339768e-01
-3.52279336e-02 -8.97569693e-02 1.82183307e-01 3.98055996e-03
3.50270782e-02 1.88635309e-02]
[ 3.86723348e-02 -7.50617516e-02 -2.10625031e-01 1.51745069e-01
-4.03421881e-02 8.42577902e-02 -6.10439396e-02 -1.97764937e-02
-8.95455944e-02 -2.75091777e-03]
[ -1.18213847e-01 -6.06247148e-02 -2.01354093e-01 1.60225514e-01
-1.11117868e-02 1.32878882e-01 2.19569120e-03 -2.49889918e-01
7.27760297e-02 -1.95228367e-01]
[ -7.26301432e-02 -4.68767744e-02 2.74180878e-01 9.36934068e-02
1.34840637e-01 -5.97247698e-02 -1.16568430e-01 1.20304988e-01
6.83164689e-02 2.81619333e-02]
[ 5.24157520e-02 -3.74390922e-02 8.61082198e-02 8.28887821e-02
7.52590314e-02 -1.55307272e-02 2.43424885e-01 1.20193747e-01
-3.35974482e-02 -6.99427392e-02]
[ 1.11248245e-02 -1.44673110e-01 -2.89719013e-01 -4.65181186e-02
1.71576704e-01 -9.27026121e-02 1.57809641e-01 1.64084338e-01
1.11415191e-01 -2.55581437e-02]
[ 4.89252598e-02 -1.54142578e-02 -1.17170290e-01 4.23451005e-02
-8.45707377e-02 3.22687670e-01 2.64594505e-01 2.04910767e-01
-1.62172620e-01 -6.30105872e-02]
[ 2.64407665e-03 -1.36434296e-02 1.22582017e-01 1.05723462e-01
-5.79458235e-03 1.05456068e-01 -1.29590095e-01 -4.15474507e-02
2.12492091e-01 7.68395065e-02]
[ 1.08633356e-01 7.48983409e-02 -4.65265471e-02 -1.01116663e-01
-9.45867268e-02 -3.29677932e-01 1.14741122e-01 8.58959626e-03
1.41043227e-01 8.78631862e-02]
[ -1.01412210e-01 -7.59623164e-03 -1.63151273e-02 2.00854507e-02
1.42829123e-02 -2.02926381e-01 -8.10538983e-02 -2.00729739e-02
1.38482759e-02 1.25244605e-01]
[ -1.47910532e-01 -8.73339553e-02 -1.98702105e-01 -7.20837907e-03
-2.63034994e-01 -3.60193512e-03 8.43730144e-03 -2.39970335e-02
5.47235160e-04 5.72676840e-02]
[ -3.15478979e-02 -8.80242084e-02 -7.52944720e-02 -1.29462215e-01
5.39220740e-01 2.76652577e-01 5.60311488e-01 1.12891894e-01
-1.83468562e-01 -3.78308225e-01]
[ -1.62383194e-02 -3.81069089e-01 -2.99919623e-02 -7.32657930e-02
6.61119058e-01 1.00964565e-01 5.16899737e-01 9.14440359e-02
2.92718073e-02 -3.83003371e-01]
[ 1.05790856e-02 -4.39570852e-01 -4.33816884e-02 -1.08190303e-01
6.79125461e-01 2.38721026e-02 4.89038547e-01 4.86791522e-02
-3.64189783e-01 -2.19247032e-01]
[ -1.68130864e-01 -5.81465527e-01 -8.69589428e-03 -2.01407236e-01
7.62286792e-01 -9.12011875e-02 6.10189656e-01 -8.25899754e-02
-6.62631436e-02 8.40790867e-02]
[ -2.88095180e-01 -3.84879334e-01 5.75448739e-02 -4.23243801e-02
9.04522094e-01 1.40732553e-01 4.03643757e-01 4.80351951e-02
-8.49734355e-02 -1.31098985e-01]
[ -2.01992119e-01 -2.92781585e-01 2.52074968e-01 -2.40876053e-01
6.56652038e-01 -4.50454968e-02 6.76925173e-01 1.33044031e-02
-2.55050827e-01 -2.62838791e-02]
[ -1.29531852e-01 -2.20151946e-01 -1.80662064e-01 -1.01468150e-01
4.89094466e-01 -2.30121087e-01 1.75550736e-01 1.69039036e-01
-9.48643159e-03 -1.19303741e-01]
[ 1.17177444e-01 2.54702504e-01 1.66611634e-01 -8.25575547e-02
-1.04873193e-01 4.73769572e-02 -1.62740370e-01 2.83799515e-01
8.13505879e-02 1.85446633e-01]
[ 3.46008348e-01 3.07063222e-01 -8.50509238e-02 3.08029854e-01
-8.67533544e-01 -2.86024887e-01 -4.65226008e-01 1.77118482e-01
3.77872343e-01 -3.95730977e-02]
[ 4.44427181e-02 1.31855268e-01 2.51853040e-01 2.46570671e-01
-4.81342418e-02 -1.94784439e-01 -1.71912769e-01 -1.33199141e-01
-1.42524551e-01 -2.92293655e-01]
[ 2.42688219e-02 -5.85938316e-02 -1.17979170e-01 -5.29981485e-02
2.38705143e-01 4.05473357e-02 -8.09990779e-03 -1.84434698e-01
3.49776271e-02 2.09064284e-01]
[ 1.97747562e-03 -5.09144228e-02 -6.63490009e-02 -4.96105742e-02
-2.36086813e-02 -1.77229835e-01 8.52853967e-02 1.01875162e-02
3.82047831e-02 7.08990495e-03]
[ 2.84575586e-02 6.90419649e-02 2.44041249e-01 7.32677607e-02
-2.25133610e-01 -1.34535876e-01 1.13422033e-01 3.95926980e-02
-1.86241240e-01 1.06858331e-01]
[ 7.42809713e-02 3.72295495e-02 1.08891682e-01 1.13695649e-02
-2.50233344e-01 6.77964460e-02 5.99126670e-02 -2.70484838e-01
-1.41910070e-02 -8.49179370e-02]
[ -6.95930060e-03 1.01331716e-01 8.64849258e-02 -2.34240691e-02
-5.85528695e-02 1.78982914e-01 8.84664866e-02 1.18905411e-01
-1.64755163e-02 1.79439924e-01]
[ 2.14082679e-01 5.09241881e-02 2.56072623e-02 7.14103262e-02
7.13042027e-02 -2.00660253e-02 -1.45177412e-01 1.47764875e-01
-6.20187274e-02 -2.93973338e-02]
[ 4.14504881e-02 -1.39019761e-02 1.65615107e-02 3.98940544e-02
-4.04110185e-01 -1.22550003e-01 -2.01402594e-01 4.11513711e-02
1.18526877e-01 1.92428734e-01]
[ 4.24061730e-02 5.12984051e-01 1.21210775e-01 4.11313650e-01
-1.09554239e+00 -3.03820109e-01 -6.04345866e-01 -7.26463754e-02
2.85186525e-01 3.27739977e-01]
[ 1.84097218e-01 5.15839084e-01 6.78375695e-02 4.30277262e-01
-9.01057454e-01 -8.60699419e-02 -4.57524828e-01 1.51589859e-01
2.13822658e-01 4.92188602e-01]
[ 2.55817889e-01 2.99299692e-01 2.45804742e-01 1.44922995e-01
-4.10158021e-01 8.10414556e-02 -2.08240012e-01 1.62578775e-01
2.37431264e-01 7.55533124e-02]
[ -7.10790260e-02 2.24936089e-01 2.42898397e-01 2.06105064e-02
-4.78497840e-02 1.29617505e-01 -1.04500576e-01 -1.48433502e-02
-2.98212419e-02 5.45986178e-02]
[ -9.31304310e-02 5.58704265e-03 2.72533897e-02 1.00837318e-01
-7.21653883e-02 1.13781405e-01 2.43089881e-01 2.07169434e-02
-2.68847021e-01 -8.58576760e-02]
[ -2.20792426e-01 -2.69373179e-02 -9.35619820e-02 -3.45242036e-01
1.85315443e-01 1.19983953e-01 1.05668453e-01 1.03387347e-01
-2.08257626e-01 3.09032483e-02]
[ 1.02799261e-02 -3.82112516e-01 -1.27418354e-01 -1.62140623e-01
3.74354126e-01 2.61696751e-02 1.79179568e-01 1.52514512e-01
-1.65552506e-01 -2.21757989e-01]
[ 1.33274119e-01 -2.09228232e-01 -1.45554380e-01 -6.17817434e-03
9.19736428e-02 -5.56120309e-02 4.69030629e-02 -1.50505452e-01
1.28036496e-01 -1.28259481e-01]
[ -1.17621828e-01 1.00437471e-01 2.61814148e-01 -1.27415639e-02
1.61929609e-01 8.33310715e-02 2.11649860e-02 -2.97913429e-01
-1.14707896e-01 -5.95551204e-02]
[ -3.53228297e-01 4.11057511e-02 1.09980233e-02 -3.53550242e-02
1.75268501e-01 -1.70573727e-01 3.35543858e-03 2.34146219e-01
-9.40880375e-02 6.85260794e-02]
[ 1.45028077e-01 4.74521224e-02 -2.36109286e-01 -8.83661255e-02
1.22501749e-01 -2.95237503e-01 5.10760013e-02 -1.68046663e-01
-2.12710239e-03 -1.92057561e-01]
[ 2.08936892e-01 -1.73517775e-01 6.23727831e-02 -2.71147929e-02
1.02778419e-01 -3.30859648e-02 2.57576488e-02 -1.37100587e-01
1.09455604e-01 -1.84182433e-01]
[ -1.07047456e-01 -6.38796826e-02 1.20220305e-01 1.05477146e-01
5.38893233e-02 -1.12132242e-01 2.56140967e-01 -7.79502260e-02
1.81379486e-01 -7.35568120e-03]
[ 3.34384570e-03 -1.68960559e-01 2.04352847e-01 -2.36973109e-01
-2.42016294e-02 1.12781020e-01 5.18751391e-02 -1.15794696e-01
2.91079239e-02 2.29284301e-01]]
[[ 0.62099563]
[ 1.57019706]
[ 0.28384676]
[ 0.87306357]
[-2.656187 ]
[-0.25485236]
[-1.58539661]
[ 0.06565826]
[ 0.68861879]
[ 0.90808246]]
Progress: 30.0% ... Training loss: 0.290 ... Validation loss: 0.448[[ 1.60504077e-01 1.99405496e-01 -1.07564792e-01 1.06793701e-01
-5.13790147e-01 -7.09744491e-02 -4.77670478e-02 1.22348748e-01
-6.39090252e-02 1.82603457e-01]
[ 1.43471962e-02 1.57270728e-01 -1.94845947e-02 4.40186492e-02
9.16104276e-02 -6.28626862e-03 3.08180099e-01 4.12981524e-02
1.40926348e-01 -2.81911016e-02]
[ 1.80506647e-01 5.99483620e-01 1.25747202e-02 -1.05393184e-02
3.49211389e-01 -2.85320234e-02 -6.72810171e-01 -3.90544083e-02
5.98057225e-02 2.78971178e-01]
[ -1.04706837e-03 -3.19555380e-01 -2.23701639e-01 7.65666336e-02
-1.41997500e-02 1.52744821e-01 1.47059280e-01 5.79942230e-02
5.02245779e-02 1.81242025e-01]
[ -8.78650267e-03 1.40811878e-01 -1.44740499e-01 4.82119203e-02
3.11226552e-02 -1.82449258e-01 4.35508053e-02 -1.18437039e-01
-1.82430925e-01 -1.08390143e-02]
[ -3.66852397e-01 -5.19902242e-01 -2.90685046e-01 1.67715565e-01
8.11600592e-02 3.94496300e-02 2.08244447e-01 -3.62677635e-02
-6.60333229e-03 8.79296847e-03]
[ -1.06843918e-02 -2.15187797e-01 6.60107952e-03 8.01772467e-02
2.32557057e-02 -6.86276272e-02 1.91647530e-01 -1.91156535e-01
1.83182219e-01 1.95380604e-02]
[ 1.17686504e-01 -2.30237786e-01 3.68055473e-02 -6.11958086e-02
6.74249268e-02 -4.97483060e-02 6.38967145e-02 1.20961194e-01
8.58647639e-02 -1.74716872e-02]
[ -1.78695509e-01 -1.29505095e-01 -3.06501097e-01 -3.02224497e-02
1.85422674e-02 7.18433765e-02 -1.57243252e-01 -2.93396201e-02
2.54463905e-01 -1.39538518e-01]
[ 7.11529657e-02 -3.35572904e-01 9.64839687e-02 5.22520954e-02
-7.11679742e-03 -1.22795614e-01 1.26637639e-01 -1.01269293e-01
3.62566406e-02 1.28745219e-01]
[ -8.86523575e-02 -2.40286260e-02 -2.72372992e-03 -1.57839203e-01
4.47135793e-02 2.26170022e-02 1.66130218e-01 -1.03297774e-01
-2.32318840e-02 -1.36587181e-01]
[ -1.27230533e-01 -1.38977152e-01 -7.48322135e-02 -2.08728386e-02
4.18847403e-01 1.05922901e-01 1.00634796e-01 -1.72708582e-02
-1.82648738e-01 -2.28737621e-01]
[ -1.56972545e-01 4.36118012e-03 6.19163683e-02 2.17009197e-02
-1.72289853e-01 -2.19720223e-01 -1.77935935e-01 -1.97016874e-01
8.69521554e-02 1.74036760e-01]
[ -2.49360826e-01 -2.69925326e-01 1.08020111e-01 2.48322067e-01
-9.27997110e-02 -7.50799387e-02 6.46463807e-03 -2.57345836e-01
-2.37366511e-01 -4.01450934e-02]
[ 1.12628509e-01 -1.27601753e-01 -1.83093885e-02 1.26656138e-01
-3.32065606e-02 -8.95450103e-02 1.83235242e-01 3.92523088e-03
3.44536496e-02 1.80907575e-02]
[ 3.85476728e-02 -7.52341069e-02 -2.10665077e-01 1.51590517e-01
-3.96180404e-02 8.42974896e-02 -6.06666918e-02 -1.97828844e-02
-8.96238292e-02 -2.91260919e-03]
[ -1.18078078e-01 -6.02834596e-02 -2.01291878e-01 1.60411679e-01
-1.16885468e-02 1.32822589e-01 1.77118018e-03 -2.49876796e-01
7.29251467e-02 -1.95016889e-01]
[ -7.37959928e-02 -4.97786113e-02 2.73640074e-01 9.20239967e-02
1.39556542e-01 -5.92553475e-02 -1.13601425e-01 1.20180821e-01
6.70033215e-02 2.64780945e-02]
[ 5.13206947e-02 -3.98130453e-02 8.56002052e-02 8.13444026e-02
7.99380640e-02 -1.50990567e-02 2.46047447e-01 1.20076996e-01
-3.47627561e-02 -7.15069738e-02]
[ 1.05751754e-02 -1.45973320e-01 -2.89958226e-01 -4.72953736e-02
1.73182272e-01 -9.24910857e-02 1.58992205e-01 1.64024217e-01
1.10770869e-01 -2.63555538e-02]
[ 4.85262655e-02 -1.63720418e-02 -1.17386830e-01 4.16716371e-02
-8.23029052e-02 3.22871240e-01 2.65547134e-01 2.04853236e-01
-1.62705776e-01 -6.36447394e-02]
[ 2.27163466e-03 -1.45196624e-02 1.22449307e-01 1.05308504e-01
-4.32511971e-03 1.05584050e-01 -1.28648305e-01 -4.15741574e-02
2.12242319e-01 7.63756052e-02]
[ 1.09018496e-01 7.59203849e-02 -4.63475216e-02 -1.00567322e-01
-9.59684865e-02 -3.29818263e-01 1.13729815e-01 8.63031715e-03
1.41454792e-01 8.84245405e-02]
[ -1.02116633e-01 -9.61430354e-03 -1.66306067e-02 1.91301674e-02
1.68821189e-02 -2.02649948e-01 -7.92250547e-02 -2.01472213e-02
1.31518801e-02 1.24230907e-01]
[ -1.48136029e-01 -8.78272453e-02 -1.98794120e-01 -7.54655956e-03
-2.62086935e-01 -3.50779747e-03 8.98608719e-03 -2.40212120e-02
2.88013313e-04 5.69318851e-02]
[ -3.15310789e-02 -8.80709263e-02 -7.52961015e-02 -1.29454238e-01
5.39237395e-01 2.76641822e-01 5.60426244e-01 1.12893945e-01
-1.83465027e-01 -3.78303457e-01]
[ -1.62527622e-02 -3.81331062e-01 -2.99922180e-02 -7.32610407e-02
6.60974309e-01 1.00963486e-01 5.17041444e-01 9.14447462e-02
2.92636061e-02 -3.83020177e-01]
[ 1.04897178e-02 -4.39694334e-01 -4.34213444e-02 -1.08311945e-01
6.79536926e-01 2.39099611e-02 4.89226518e-01 4.86700186e-02
-3.64288117e-01 -2.19378861e-01]
[ -1.68120921e-01 -5.81456008e-01 -8.69034837e-03 -2.01389927e-01
7.62233734e-01 -9.12063574e-02 6.10179672e-01 -8.25886927e-02
-6.62492817e-02 8.40968979e-02]
[ -2.88145257e-01 -3.85132050e-01 5.75117109e-02 -4.23857584e-02
9.04732231e-01 1.40750599e-01 4.03871245e-01 4.80302149e-02
-8.50359822e-02 -1.31143532e-01]
[ -2.02505003e-01 -2.93848419e-01 2.51834283e-01 -2.41634793e-01
6.58813465e-01 -4.48269409e-02 6.77959034e-01 1.32481508e-02
-2.55642972e-01 -2.70354408e-02]
[ -1.29650103e-01 -2.20505392e-01 -1.80718803e-01 -1.01618388e-01
4.89426423e-01 -2.30076194e-01 1.75880792e-01 1.69027566e-01
-9.60186405e-03 -1.19462849e-01]
[ 1.16310855e-01 2.52776144e-01 1.66221825e-01 -8.37749556e-02
-1.01267126e-01 4.77268218e-02 -1.60713479e-01 2.83707502e-01
8.04688542e-02 1.84195276e-01]
[ 3.46223806e-01 3.07601247e-01 -8.49741511e-02 3.08348401e-01
-8.67872475e-01 -2.86083217e-01 -4.65744615e-01 1.77130942e-01
3.78152484e-01 -3.93483828e-02]
[ 4.42961053e-02 1.31221938e-01 2.51785827e-01 2.46333662e-01
-4.73861477e-02 -1.94721427e-01 -1.71472436e-01 -1.33216423e-01
-1.42696413e-01 -2.92558546e-01]
[ 2.35388251e-02 -6.04133436e-02 -1.18309478e-01 -5.40205147e-02
2.41716261e-01 4.08492186e-02 -6.21719164e-03 -1.84508005e-01
3.41700949e-02 2.08062525e-01]
[ 1.40706712e-03 -5.22704685e-02 -6.66292986e-02 -5.04945139e-02
-2.08943590e-02 -1.77008808e-01 8.66777492e-02 1.01231483e-02
3.75336359e-02 6.20404989e-03]
[ 2.80863009e-02 6.82191499e-02 2.43875862e-01 7.27167720e-02
-2.23539375e-01 -1.34376666e-01 1.14247187e-01 3.95504498e-02
-1.86677413e-01 1.06329094e-01]
[ 7.38290563e-02 3.60978529e-02 1.08679523e-01 1.07250103e-02
-2.48434880e-01 6.79848779e-02 6.10508098e-02 -2.70532624e-01
-1.46639525e-02 -8.55732587e-02]
[ -6.86758714e-03 1.01819529e-01 8.65243662e-02 -2.32890038e-02
-5.90348501e-02 1.78955439e-01 8.82080608e-02 1.18914469e-01
-1.63901199e-02 1.79603545e-01]
[ 2.13872895e-01 5.04268468e-02 2.54845450e-02 7.10204329e-02
7.22270085e-02 -1.99783852e-02 -1.44772797e-01 1.47734219e-01
-6.23188390e-02 -2.97787994e-02]
[ 4.13410280e-02 -1.41872762e-02 1.65076267e-02 3.97316450e-02
-4.03693858e-01 -1.22501182e-01 -2.01092334e-01 4.11394254e-02
1.18397474e-01 1.92251244e-01]
[ 4.19046545e-02 5.11848413e-01 1.20976783e-01 4.10583447e-01
-1.09336737e+00 -3.03613680e-01 -6.03309705e-01 -7.27023475e-02
2.84604922e-01 3.27075588e-01]
[ 1.84225970e-01 5.16163859e-01 6.79371597e-02 4.30503146e-01
-9.01688441e-01 -8.61389568e-02 -4.57621199e-01 1.51611163e-01
2.14087803e-01 4.92428750e-01]
[ 2.56194018e-01 3.00599610e-01 2.46056573e-01 1.45751533e-01
-4.12806213e-01 8.08026283e-02 -2.09381213e-01 1.62638875e-01
2.37996005e-01 7.62694459e-02]
[ -7.12186026e-02 2.24641078e-01 2.42840285e-01 2.03601059e-02
-4.71469124e-02 1.29682890e-01 -1.04275946e-01 -1.48603006e-02
-2.99984711e-02 5.43046546e-02]
[ -9.33890332e-02 5.07937131e-03 2.71264213e-02 1.00467364e-01
-7.11231571e-02 1.13892840e-01 2.43574927e-01 2.06882272e-02
-2.69131221e-01 -8.62532748e-02]
[ -2.21196382e-01 -2.78718455e-02 -9.37346406e-02 -3.45802577e-01
1.86989164e-01 1.20149263e-01 1.06657437e-01 1.03344676e-01
-2.08704036e-01 3.03333540e-02]
[ 1.03392725e-02 -3.82115574e-01 -1.27378589e-01 -1.62012788e-01
3.73893109e-01 2.61317757e-02 1.79118640e-01 1.52523570e-01
-1.65461939e-01 -2.21666025e-01]
[ 1.32497607e-01 -2.11022824e-01 -1.45932389e-01 -7.34086489e-03
9.55616256e-02 -5.52645986e-02 4.87462793e-02 -1.50598384e-01
1.27240410e-01 -1.29440792e-01]
[ -1.18720089e-01 9.78963620e-02 2.61315843e-01 -1.42891048e-02
1.66478272e-01 8.37706892e-02 2.37579304e-02 -2.98027234e-01
-1.15914100e-01 -6.11753893e-02]
[ -3.53093301e-01 4.13758307e-02 1.10489426e-02 -3.51492638e-02
1.74541523e-01 -1.70617416e-01 3.21170675e-03 2.34153467e-01
-9.39442494e-02 6.87240692e-02]
[ 1.45518994e-01 4.86862676e-02 -2.35856929e-01 -8.76770325e-02
1.20730145e-01 -2.95479857e-01 4.99656539e-02 -1.67986704e-01
-1.56239314e-03 -1.91378072e-01]
[ 2.08508314e-01 -1.74767698e-01 6.22119440e-02 -2.76347985e-02
1.04435159e-01 -3.29540838e-02 2.70639484e-02 -1.37134302e-01
1.08996956e-01 -1.84765455e-01]
[ -1.08762903e-01 -6.79660114e-02 1.19446184e-01 1.03163526e-01
6.05823012e-02 -1.11451056e-01 2.60197093e-01 -7.81296350e-02
1.79608883e-01 -9.83476542e-03]
[ 2.09019195e-03 -1.71586258e-01 2.03788156e-01 -2.38769857e-01
-1.94114060e-02 1.13306200e-01 5.44362405e-02 -1.15931769e-01
2.76973449e-02 2.27554594e-01]]
[[ 0.60628937]
[ 1.55778335]
[ 0.26727983]
[ 0.85746779]
[-2.67326055]
[-0.26915549]
[-1.60160673]
[ 0.05224173]
[ 0.67224527]
[ 0.89116435]]
Progress: 30.1% ... Training loss: 0.289 ... Validation loss: 0.454[[ 1.64538445e-01 2.08543839e-01 -1.05686990e-01 1.12516456e-01
-5.29656888e-01 -7.27256885e-02 -5.72045830e-02 1.22703493e-01
-5.93370492e-02 1.88478334e-01]
[ 1.43389858e-02 1.57269644e-01 -1.94884872e-02 4.40112907e-02
9.16261199e-02 -6.28187955e-03 3.08184929e-01 4.12974734e-02
1.40917422e-01 -2.82014722e-02]
[ 1.80266145e-01 6.01652328e-01 1.25111463e-02 -1.09821683e-02
3.50363083e-01 -2.82917468e-02 -6.73401232e-01 -3.90853552e-02
5.94171343e-02 2.78463676e-01]
[ 1.67184282e-03 -3.14745363e-01 -2.22491957e-01 8.05665114e-02
-2.56840946e-02 1.51438584e-01 1.41062918e-01 5.82416464e-02
5.34030586e-02 1.85415155e-01]
[ -1.00053488e-02 1.38285847e-01 -1.45362697e-01 4.62508520e-02
3.62809853e-02 -1.81843882e-01 4.64361194e-02 -1.18550666e-01
-1.83910147e-01 -1.25413866e-02]
[ -3.66025407e-01 -5.19497135e-01 -2.90290410e-01 1.69021132e-01
7.69227538e-02 3.90290856e-02 2.07285597e-01 -3.61858637e-02
-5.54007291e-03 1.01011684e-02]
[ -8.04740312e-03 -2.08997299e-01 7.80881244e-03 8.38406342e-02
1.34121748e-02 -6.97520406e-02 1.84991235e-01 -1.90924467e-01
1.86069474e-01 2.35504951e-02]
[ 1.17951201e-01 -2.29495566e-01 3.69824459e-02 -6.07162020e-02
6.52697764e-02 -4.98694573e-02 6.37886211e-02 1.20987943e-01
8.62145732e-02 -1.70576678e-02]
[ -1.77797799e-01 -1.27823399e-01 -3.06099953e-01 -2.89613889e-02
1.48876960e-02 7.14592007e-02 -1.59065625e-01 -2.92643370e-02
2.55471300e-01 -1.38307118e-01]
[ 7.39867369e-02 -3.29377860e-01 9.78441843e-02 5.64658455e-02
-2.00302780e-02 -1.24044038e-01 1.20410615e-01 -1.01012510e-01
3.95008325e-02 1.32911832e-01]
[ -8.88838556e-02 -2.52318426e-02 -2.80830482e-03 -1.58153033e-01
4.56931233e-02 2.26886377e-02 1.67422100e-01 -1.03315700e-01
-2.34409837e-02 -1.36841415e-01]
[ -1.25206423e-01 -1.34949458e-01 -7.39274428e-02 -1.80631364e-02
4.10890782e-01 1.05049405e-01 9.60243268e-02 -1.70937147e-02
-1.80376110e-01 -2.25683946e-01]
[ -1.56972545e-01 4.36118012e-03 6.19163683e-02 2.17009197e-02
-1.72289853e-01 -2.19720223e-01 -1.77935935e-01 -1.97016874e-01
8.69521554e-02 1.74036760e-01]
[ -2.49026681e-01 -2.69949300e-01 1.08203930e-01 2.48911236e-01
-9.46053946e-02 -7.52681035e-02 6.19362913e-03 -2.57310173e-01
-2.36898738e-01 -3.95889835e-02]
[ 1.12881793e-01 -1.27265438e-01 -1.81975798e-02 1.27001671e-01
-3.44076773e-02 -8.96659947e-02 1.82878532e-01 3.94752017e-03
3.47455457e-02 1.84261740e-02]
[ 3.85167669e-02 -7.58192455e-02 -2.10680450e-01 1.51553875e-01
-3.95859014e-02 8.43032592e-02 -6.02448989e-02 -1.97838521e-02
-8.96381697e-02 -2.90809309e-03]
[ -1.17468589e-01 -5.90415445e-02 -2.01025459e-01 1.61214577e-01
-1.31444016e-02 1.32559552e-01 4.52270605e-04 -2.49826357e-01
7.35532225e-02 -1.94094477e-01]
[ -7.22103440e-02 -4.58718210e-02 2.74363751e-01 9.42733049e-02
1.32810193e-01 -5.99347310e-02 -1.17836777e-01 1.20323139e-01
6.87792219e-02 2.89373532e-02]
[ 5.23524800e-02 -3.75251450e-02 8.60681427e-02 8.27847915e-02
7.54874703e-02 -1.55191657e-02 2.43660611e-01 1.20168566e-01
-3.36248740e-02 -7.00207209e-02]
[ 1.08708590e-02 -1.44988949e-01 -2.89777157e-01 -4.67540746e-02
1.71237243e-01 -9.26403514e-02 1.58554835e-01 1.64054296e-01
1.11160911e-01 -2.59984843e-02]
[ 4.83497565e-02 -1.67157145e-02 -1.17456240e-01 4.14274430e-02
-8.16250114e-02 3.22949182e-01 2.65975916e-01 2.04837395e-01
-1.62897509e-01 -6.38213835e-02]
[ 2.45304214e-03 -1.40659549e-02 1.22533924e-01 1.05572037e-01
-5.19943210e-03 1.05499034e-01 -1.29156689e-01 -4.15601677e-02
2.12434451e-01 7.66248061e-02]
[ 1.09838770e-01 7.75174829e-02 -4.59912166e-02 -9.94705584e-02
-9.86111255e-02 -3.30155090e-01 1.12000743e-01 8.69819076e-03
1.42345120e-01 8.95808468e-02]
[ -1.02154002e-01 -9.73691128e-03 -1.66403644e-02 1.91032564e-02
1.69743725e-02 -2.02644292e-01 -7.91465578e-02 -2.01488861e-02
1.31271146e-02 1.24201861e-01]
[ -1.48376578e-01 -8.85404278e-02 -1.98894821e-01 -7.85808184e-03
-2.61658203e-01 -3.40466267e-03 9.75504517e-03 -2.40409595e-02
5.25442119e-05 5.65770867e-02]
[ -3.14324395e-02 -8.79733615e-02 -7.52480811e-02 -1.29306096e-01
5.38800513e-01 2.76600377e-01 5.60293292e-01 1.12902916e-01
-1.83351232e-01 -3.78165760e-01]
[ -1.56863256e-02 -3.80675980e-01 -2.97282472e-02 -7.23607620e-02
6.58387895e-01 1.00687527e-01 5.16164106e-01 9.15008830e-02
2.99823768e-02 -3.82146325e-01]
[ 1.04920596e-02 -4.39695343e-01 -4.34233891e-02 -1.08306840e-01
6.79640613e-01 2.39090136e-02 4.89256202e-01 4.86685083e-02
-3.64284364e-01 -2.19381987e-01]
[ -1.67797572e-01 -5.81129014e-01 -8.54315529e-03 -2.00899479e-01
7.60812301e-01 -9.13588370e-02 6.09685904e-01 -8.25611730e-02
-6.58729679e-02 8.45940492e-02]
[ -2.87966141e-01 -3.84970959e-01 5.75888315e-02 -4.21078326e-02
9.03988920e-01 1.40667145e-01 4.03583299e-01 4.80471770e-02
-8.48220390e-02 -1.30855295e-01]
[ -2.02505003e-01 -2.93848419e-01 2.51834283e-01 -2.41634793e-01
6.58813465e-01 -4.48269409e-02 6.77959034e-01 1.32481508e-02
-2.55642972e-01 -2.70354408e-02]
[ -1.29587110e-01 -2.20422232e-01 -1.80689499e-01 -1.01527295e-01
4.89025440e-01 -2.30108692e-01 1.75798911e-01 1.69033461e-01
-9.52784327e-03 -1.19359659e-01]
[ 1.17520496e-01 2.55905321e-01 1.66786758e-01 -8.19496568e-02
-1.06900757e-01 4.71599987e-02 -1.63911602e-01 2.83817382e-01
8.18753842e-02 1.85987537e-01]
[ 3.47633390e-01 3.11220114e-01 -8.43216244e-02 3.10350562e-01
-8.73896201e-01 -2.86697303e-01 -4.69368552e-01 1.77255175e-01
3.79695579e-01 -3.72297464e-02]
[ 4.45045080e-02 1.31377359e-01 2.51868626e-01 2.46558434e-01
-4.80838924e-02 -1.94812817e-01 -1.71825143e-01 -1.33198866e-01
-1.42470032e-01 -2.92296894e-01]
[ 2.32550981e-02 -6.11998299e-02 -1.18432811e-01 -5.44572556e-02
2.42840817e-01 4.09712150e-02 -5.40525819e-03 -1.84533869e-01
3.38411882e-02 2.07611661e-01]
[ 1.23954137e-03 -5.26504224e-02 -6.66971248e-02 -5.07162816e-02
-2.00911829e-02 -1.76943820e-01 8.70894361e-02 1.01097344e-02
3.73709390e-02 5.97539204e-03]
[ 2.78974171e-02 6.77532882e-02 2.43797623e-01 7.24377115e-02
-2.22960166e-01 -1.34255176e-01 1.14756756e-01 3.95333834e-02
-1.86871419e-01 1.06078067e-01]
[ 7.38414472e-02 3.61145449e-02 1.08679718e-01 1.07310706e-02
-2.48464719e-01 6.79847661e-02 6.09797649e-02 -2.70534049e-01
-1.46606060e-02 -8.55626102e-02]
[ -6.78249010e-03 1.02054945e-01 8.65665284e-02 -2.31893706e-02
-5.95279596e-02 1.78906916e-01 8.79644606e-02 1.18921990e-01
-1.63039276e-02 1.79707557e-01]
[ 2.13585710e-01 4.98686574e-02 2.53844319e-02 7.06868760e-02
7.33701220e-02 -1.98839457e-02 -1.44019911e-01 1.47714828e-01
-6.25883600e-02 -3.01319433e-02]
[ 4.12669076e-02 -1.43455461e-02 1.64779421e-02 3.96287204e-02
-4.03414844e-01 -1.22469104e-01 -2.00901755e-01 4.11339117e-02
1.18313308e-01 1.92134007e-01]
[ 4.43617278e-02 5.17034958e-01 1.22076608e-01 4.14012495e-01
-1.10246958e+00 -3.04629807e-01 -6.08585041e-01 -7.24907645e-02
2.87316902e-01 3.30619128e-01]
[ 1.83506245e-01 5.14502596e-01 6.76155920e-02 4.29493162e-01
-8.99095222e-01 -8.58176555e-02 -4.55707581e-01 1.51548099e-01
2.13252124e-01 4.91453151e-01]
[ 2.56094215e-01 3.00464877e-01 2.46023285e-01 1.45571335e-01
-4.12430306e-01 8.08469797e-02 -2.09255444e-01 1.62629033e-01
2.37885431e-01 7.60786026e-02]
[ -7.17423254e-02 2.23369872e-01 2.42604085e-01 1.95920926e-02
-4.48049580e-02 1.29926462e-01 -1.03004163e-01 -1.49058123e-02
-3.06075289e-02 5.35422939e-02]
[ -9.34190424e-02 5.04124894e-03 2.71165827e-02 1.00419533e-01
-7.09655014e-02 1.13909278e-01 2.43606095e-01 2.06845295e-02
-2.69169556e-01 -8.62996886e-02]
[ -2.20827250e-01 -2.70975026e-02 -9.35681236e-02 -3.45237715e-01
1.85237800e-01 1.19970268e-01 1.05740416e-01 1.03379323e-01
-2.08261542e-01 3.09224980e-02]
[ 1.03561614e-02 -3.82081310e-01 -1.27370608e-01 -1.61987915e-01
3.73821710e-01 2.61236785e-02 1.79080005e-01 1.52524965e-01
-1.65441889e-01 -2.21640722e-01]
[ 1.33468106e-01 -2.08964925e-01 -1.45470456e-01 -5.77109847e-03
9.05328467e-02 -5.57044327e-02 4.67727766e-02 -1.50505299e-01
1.28467270e-01 -1.27865021e-01]
[ -1.17479989e-01 1.00336110e-01 2.61904615e-01 -1.24848559e-02
1.61522068e-01 8.32456997e-02 2.13985775e-02 -2.97916707e-01
-1.14543520e-01 -5.94880271e-02]
[ -3.52169930e-01 4.35090227e-02 1.14761349e-02 -3.38084620e-02
1.70409145e-01 -1.71018718e-01 1.07269628e-03 2.34232392e-01
-9.29087673e-02 7.00424343e-02]
[ 1.46324310e-01 5.06693840e-02 -2.35468102e-01 -8.64892389e-02
1.17133878e-01 -2.95860253e-01 4.80353615e-02 -1.67907292e-01
-6.56851102e-04 -1.90170362e-01]
[ 2.09487084e-01 -1.72959828e-01 6.26590097e-02 -2.64312939e-02
1.01648514e-01 -3.33730801e-02 2.48164166e-02 -1.37056454e-01
1.10060882e-01 -1.83255665e-01]
[ -1.08837880e-01 -6.88128036e-02 1.19405650e-01 1.03068270e-01
6.06394458e-02 -1.11430416e-01 2.60879096e-01 -7.81335134e-02
1.79581372e-01 -9.94067463e-03]
[ 1.87349678e-03 -1.72141771e-01 2.03695312e-01 -2.39071093e-01
-1.88588366e-02 1.13400793e-01 5.48583159e-02 -1.15951689e-01
2.74301868e-02 2.27327559e-01]]
[[ 0.62352837]
[ 1.5718016 ]
[ 0.28272207]
[ 0.87759267]
[-2.66093397]
[-0.25526863]
[-1.5846277 ]
[ 0.06874703]
[ 0.69203522]
[ 0.90883635]]
Progress: 30.1% ... Training loss: 0.290 ... Validation loss: 0.451[[ 1.63664081e-01 2.07105770e-01 -1.06134196e-01 1.11142032e-01
-5.26018219e-01 -7.23087287e-02 -5.50551453e-02 1.22603023e-01
-6.03584345e-02 1.87151306e-01]
[ 1.46181027e-02 1.57837965e-01 -1.93463849e-02 4.44841035e-02
9.04307314e-02 -6.40218648e-03 3.07553637e-01 4.13330561e-02
1.41286585e-01 -2.77457949e-02]
[ 1.80273316e-01 5.99665917e-01 1.23671744e-02 -1.14761725e-02
3.53402236e-01 -2.82389469e-02 -6.72246787e-01 -3.90836095e-02
5.92005010e-02 2.78131908e-01]
[ -1.24072513e-03 -3.21255516e-01 -2.23762270e-01 7.65475317e-02
-1.55447788e-02 1.52694351e-01 1.48654882e-01 5.79095767e-02
5.02247978e-02 1.81348948e-01]
[ -9.11238532e-03 1.40233499e-01 -1.44881883e-01 4.76975183e-02
3.28012821e-02 -1.82369800e-01 4.34392574e-02 -1.18424423e-01
-1.82914413e-01 -1.09688285e-02]
[ -3.66284928e-01 -5.18851651e-01 -2.90383016e-01 1.68809090e-01
7.62309417e-02 3.91400425e-02 2.07551672e-01 -3.62148108e-02
-5.79469458e-03 9.73882421e-03]
[ -8.67325401e-03 -2.10463162e-01 7.47822250e-03 8.28744940e-02
1.59447244e-02 -6.94866446e-02 1.86247934e-01 -1.90994446e-01
1.85352009e-01 2.26210925e-02]
[ 1.15962939e-01 -2.34344552e-01 3.59819415e-02 -6.38323963e-02
7.43896623e-02 -4.89952345e-02 6.89951402e-02 1.20757817e-01
8.39315638e-02 -2.01651561e-02]
[ -1.78038248e-01 -1.28023665e-01 -3.06188026e-01 -2.92930884e-02
1.58695514e-02 7.15729316e-02 -1.58513804e-01 -2.92901007e-02
2.55223459e-01 -1.38683203e-01]
[ 7.00744009e-02 -3.36758987e-01 9.59944405e-02 5.07685173e-02
-5.04482680e-03 -1.22394349e-01 1.29445558e-01 -1.01453911e-01
3.51154073e-02 1.27000563e-01]
[ -8.84930690e-02 -2.46733031e-02 -2.64213787e-03 -1.57596344e-01
4.41060381e-02 2.25506953e-02 1.66704491e-01 -1.03268655e-01
-2.30086565e-02 -1.36271844e-01]
[ -1.24798956e-01 -1.33996500e-01 -7.37556403e-02 -1.75485734e-02
4.09434894e-01 1.04901965e-01 9.49881063e-02 -1.70541761e-02
-1.79925951e-01 -2.25117569e-01]
[ -1.56972545e-01 4.36118012e-03 6.19163683e-02 2.17009197e-02
-1.72289853e-01 -2.19720223e-01 -1.77935935e-01 -1.97016874e-01
8.69521554e-02 1.74036760e-01]
[ -2.49884889e-01 -2.71185375e-01 1.07812276e-01 2.47787406e-01
-9.22256301e-02 -7.49134084e-02 8.08118141e-03 -2.57406934e-01
-2.37870062e-01 -4.08474279e-02]
[ 1.13658115e-01 -1.25448002e-01 -1.78439674e-02 1.28041829e-01
-3.71994225e-02 -8.99673179e-02 1.80976737e-01 4.03296448e-03
3.56066949e-02 1.95310065e-02]
[ 3.86286796e-02 -7.56741349e-02 -2.10627819e-01 1.51788922e-01
-4.03166380e-02 8.42266523e-02 -6.05213259e-02 -1.97689483e-02
-8.94767875e-02 -2.68109638e-03]
[ -1.17942077e-01 -6.00133036e-02 -2.01259904e-01 1.60483330e-01
-1.09551830e-02 1.32758357e-01 1.24514419e-03 -2.49876250e-01
7.30266761e-02 -1.94791707e-01]
[ -7.15368916e-02 -4.44529598e-02 2.74637023e-01 9.52230358e-02
1.29753015e-01 -6.01893679e-02 -1.19317729e-01 1.20394801e-01
6.95102387e-02 2.99079278e-02]
[ 5.14185917e-02 -3.96344860e-02 8.56353822e-02 8.13977202e-02
7.94459220e-02 -1.51503034e-02 2.45956418e-01 1.20061333e-01
-3.47147988e-02 -7.14403137e-02]
[ 9.72505619e-03 -1.47832426e-01 -2.90315663e-01 -4.84381797e-02
1.75873510e-01 -9.21443918e-02 1.61354688e-01 1.63928301e-01
1.10005469e-01 -2.76247260e-02]
[ 4.77134305e-02 -1.81110626e-02 -1.17785007e-01 4.04476743e-02
-7.87824173e-02 3.23225064e-01 2.67477316e-01 2.04761557e-01
-1.63664913e-01 -6.47940826e-02]
[ 3.09598105e-03 -1.26906282e-02 1.22797836e-01 1.06363366e-01
-7.31085584e-03 1.05279644e-01 -1.30362938e-01 -4.14920116e-02
2.12972907e-01 7.73398453e-02]
[ 1.09121265e-01 7.61125012e-02 -4.62983002e-02 -1.00479641e-01
-9.53873863e-02 -3.29859709e-01 1.13728581e-01 8.62000127e-03
1.41607077e-01 8.85677400e-02]
[ -1.02149856e-01 -9.73911170e-03 -1.66357060e-02 1.91122176e-02
1.69384201e-02 -2.02646128e-01 -7.91362850e-02 -2.01482564e-02
1.31377117e-02 1.24204827e-01]
[ -1.48934214e-01 -8.92036100e-02 -1.99121464e-01 -8.59428009e-03
-2.60218722e-01 -3.17614797e-03 1.08859857e-02 -2.41026628e-02
-5.04311775e-04 5.57686718e-02]
[ -3.12625065e-02 -8.76126696e-02 -7.51705694e-02 -1.29057431e-01
5.38061797e-01 2.76530527e-01 5.59958035e-01 1.12922183e-01
-1.83155243e-01 -3.77925033e-01]
[ -1.62055459e-02 -3.81854096e-01 -2.99616721e-02 -7.30931501e-02
6.60465747e-01 1.00887239e-01 5.17319528e-01 9.14433669e-02
2.94635666e-02 -3.82893228e-01]
[ 1.02349463e-02 -4.40370925e-01 -4.35429280e-02 -1.08692300e-01
6.80679144e-01 2.40205196e-02 4.90041150e-01 4.86388341e-02
-3.64581723e-01 -2.19764462e-01]
[ -1.67686153e-01 -5.80993435e-01 -8.49237394e-03 -2.00742043e-01
7.60432247e-01 -9.14036160e-02 6.09462866e-01 -8.25488473e-02
-6.57622001e-02 8.47542948e-02]
[ -2.88802396e-01 -3.86702455e-01 5.72056270e-02 -4.32831086e-02
9.07212378e-01 1.41007088e-01 4.05577254e-01 4.79594313e-02
-8.57259719e-02 -1.32003213e-01]
[ -2.03060944e-01 -2.95016831e-01 2.51585636e-01 -2.42430865e-01
6.60977189e-01 -4.45960954e-02 6.79135775e-01 1.31873601e-02
-2.56268962e-01 -2.78226844e-02]
[ -1.29874644e-01 -2.21080335e-01 -1.80823825e-01 -1.01925904e-01
4.90195138e-01 -2.29995944e-01 1.76516371e-01 1.69002259e-01
-9.84622698e-03 -1.19745261e-01]
[ 1.17364675e-01 2.55719500e-01 1.66717098e-01 -8.21606835e-02
-1.06298249e-01 4.72223770e-02 -1.63550705e-01 2.83799046e-01
8.17458273e-02 1.85792569e-01]
[ 3.46533508e-01 3.09587155e-01 -8.48159094e-02 3.08810899e-01
-8.70642723e-01 -2.86226461e-01 -4.67065825e-01 1.77126412e-01
3.78580344e-01 -3.89281340e-02]
[ 4.44328722e-02 1.31332867e-01 2.51836056e-01 2.46470331e-01
-4.78457074e-02 -1.94797554e-01 -1.71711761e-01 -1.33206164e-01
-1.42539689e-01 -2.92390330e-01]
[ 2.33182998e-02 -6.10414097e-02 -1.18404386e-01 -5.43684729e-02
2.42612381e-01 4.09452663e-02 -5.56575024e-03 -1.84526957e-01
3.39114926e-02 2.07699479e-01]
[ 1.25887992e-03 -5.26102575e-02 -6.66830363e-02 -5.06712001e-02
-2.02226379e-02 -1.76957490e-01 8.70331372e-02 1.01133699e-02
3.74054539e-02 6.01872378e-03]
[ 2.77487044e-02 6.74562601e-02 2.43706612e-01 7.21749001e-02
-2.22417879e-01 -1.34199329e-01 1.15036998e-01 3.95148897e-02
-1.87091242e-01 1.05769989e-01]
[ 7.42030353e-02 3.69230097e-02 1.08862413e-01 1.12533450e-02
-2.50048560e-01 6.78494740e-02 6.01710998e-02 -2.70501204e-01
-1.43067384e-02 -8.51029521e-02]
[ -6.74661704e-03 1.02256516e-01 8.65832353e-02 -2.31470193e-02
-5.97162734e-02 1.78894940e-01 8.78580859e-02 1.18923765e-01
-1.62846026e-02 1.79769409e-01]
[ 2.13929510e-01 5.06953385e-02 2.55511494e-02 7.11959825e-02
7.18485246e-02 -2.00241380e-02 -1.44980352e-01 1.47764153e-01
-6.21731800e-02 -2.95953153e-02]
[ 4.16217197e-02 -1.35125352e-02 1.66245543e-02 4.01489167e-02
-4.04966736e-01 -1.22622417e-01 -2.01641142e-01 4.11746586e-02
1.18718048e-01 1.92641256e-01]
[ 4.48364610e-02 5.18036708e-01 1.22251389e-01 4.14568756e-01
-1.10365081e+00 -3.04787715e-01 -6.09521351e-01 -7.24423455e-02
2.87688872e-01 3.31148066e-01]
[ 1.84136696e-01 5.16009621e-01 6.78892332e-02 4.30278721e-01
-9.01086692e-01 -8.60471718e-02 -4.57315200e-01 1.51613873e-01
2.13953209e-01 4.92344985e-01]
[ 2.55229860e-01 2.98358316e-01 2.45602502e-01 1.44312832e-01
-4.08901343e-01 8.12325149e-02 -2.07074202e-01 1.62528448e-01
2.36868182e-01 7.47683760e-02]
[ -7.18647325e-02 2.23057209e-01 2.42546626e-01 1.94172744e-02
-4.42721782e-02 1.29975062e-01 -1.02696288e-01 -1.49188252e-02
-3.07367656e-02 5.33662978e-02]
[ -9.36862391e-02 4.53678739e-03 2.69916400e-02 1.00027309e-01
-6.98195396e-02 1.14022646e-01 2.44144855e-01 2.06561924e-02
-2.69465733e-01 -8.66537849e-02]
[ -2.20954635e-01 -2.74565030e-02 -9.36359973e-02 -3.45404191e-01
1.85707140e-01 1.20019453e-01 1.06103632e-01 1.03365373e-01
-2.08396947e-01 3.07569274e-02]
[ 9.99038966e-03 -3.82969604e-01 -1.27536617e-01 -1.62508278e-01
3.75274430e-01 2.62746586e-02 1.80018137e-01 1.52484829e-01
-1.65845758e-01 -2.22183421e-01]
[ 1.31613938e-01 -2.13232302e-01 -1.46391680e-01 -8.59606779e-03
9.82467747e-02 -5.48351400e-02 5.12037698e-02 -1.50738871e-01
1.26389404e-01 -1.30705559e-01]
[ -1.18124317e-01 9.93183603e-02 2.61599661e-01 -1.34432300e-02
1.64218599e-01 8.35027507e-02 2.27802251e-02 -2.97981540e-01
-1.15307061e-01 -6.04733140e-02]
[ -3.52490928e-01 4.26939292e-02 1.13343486e-02 -3.42733997e-02
1.71653912e-01 -1.70913050e-01 1.69360260e-03 2.34200069e-01
-9.32282953e-02 6.96105907e-02]
[ 1.46192782e-01 5.03339578e-02 -2.35520684e-01 -8.67287571e-02
1.18068786e-01 -2.95808306e-01 4.83104922e-02 -1.67922649e-01
-8.02572890e-04 -1.90373013e-01]
[ 2.08681765e-01 -1.74745478e-01 6.22863047e-02 -2.75838255e-02
1.04935857e-01 -3.30467230e-02 2.67678994e-02 -1.37143159e-01
1.09173961e-01 -1.84432183e-01]
[ -1.09106707e-01 -6.92238930e-02 1.19294441e-01 1.02713252e-01
6.18206573e-02 -1.11337082e-01 2.61637702e-01 -7.81538290e-02
1.79316671e-01 -1.03627541e-02]
[ 2.78458453e-03 -1.69379013e-01 2.04087998e-01 -2.37701821e-01
-2.39750468e-02 1.13061450e-01 5.27206625e-02 -1.15853399e-01
2.83855263e-02 2.28611155e-01]]
[[ 0.61180822]
[ 1.56739737]
[ 0.27363978]
[ 0.86616274]
[-2.67375203]
[-0.26520224]
[-1.59944032]
[ 0.05759245]
[ 0.68017486]
[ 0.89879996]]
Progress: 30.1% ... Training loss: 0.286 ... Validation loss: 0.448[[ 1.62428598e-01 2.03751949e-01 -1.06625132e-01 1.09230745e-01
-5.20654007e-01 -7.17832992e-02 -5.24882390e-02 1.22491923e-01
-6.17123763e-02 1.85827830e-01]
[ 1.48444395e-02 1.58151566e-01 -1.92422514e-02 4.48056174e-02
8.94302366e-02 -6.50102055e-03 3.07092690e-01 4.13528877e-02
1.41534999e-01 -2.73983550e-02]
[ 1.76412674e-01 5.92310357e-01 1.05351436e-02 -1.73688020e-02
3.69542104e-01 -2.63899768e-02 -6.64397288e-01 -3.94775525e-02
5.44620881e-02 2.72425495e-01]
[ -3.36793427e-03 -3.27034079e-01 -2.24648173e-01 7.38702699e-02
-6.86446360e-03 1.53531743e-01 1.55039428e-01 5.77319766e-02
4.79014107e-02 1.78652570e-01]
[ -9.70174757e-03 1.38769066e-01 -1.45275407e-01 4.65345562e-02
3.50573859e-02 -1.81965836e-01 4.39922980e-02 -1.18518296e-01
-1.83597129e-01 -1.22724198e-02]
[ -3.65084537e-01 -5.17572285e-01 -2.89757528e-01 1.70785906e-01
7.04351755e-02 3.84979781e-02 2.05458160e-01 -3.60768767e-02
-4.14285796e-03 1.18165387e-02]
[ -7.84467998e-03 -2.08738566e-01 7.87076576e-03 8.39488516e-02
1.28945022e-02 -6.98322294e-02 1.84072424e-01 -1.90918635e-01
1.86267881e-01 2.39441788e-02]
[ 1.14194346e-01 -2.38731566e-01 3.52309528e-02 -6.61844228e-02
8.05123871e-02 -4.82545439e-02 7.34762736e-02 1.20605118e-01
8.19891284e-02 -2.23049857e-02]
[ -1.77759194e-01 -1.27623767e-01 -3.06042842e-01 -2.89152997e-02
1.47131391e-02 7.14514618e-02 -1.59094124e-01 -2.92652386e-02
2.55524651e-01 -1.38250192e-01]
[ 7.05059616e-02 -3.36427804e-01 9.62785845e-02 5.14714583e-02
-6.51945933e-03 -1.22652861e-01 1.28557351e-01 -1.01398181e-01
3.56578945e-02 1.28237241e-01]
[ -8.81505797e-02 -2.46520114e-02 -2.44344917e-03 -1.56970472e-01
4.13007745e-02 2.23434709e-02 1.66343496e-01 -1.03220033e-01
-2.24671844e-02 -1.35712757e-01]
[ -1.25033580e-01 -1.35332130e-01 -7.38262453e-02 -1.78004512e-02
4.09835114e-01 1.04999273e-01 9.58690996e-02 -1.70726207e-02
-1.80083444e-01 -2.25219352e-01]
[ -1.56972545e-01 4.36118012e-03 6.19163683e-02 2.17009197e-02
-1.72289853e-01 -2.19720223e-01 -1.77935935e-01 -1.97016874e-01
8.69521554e-02 1.74036760e-01]
[ -2.49616480e-01 -2.70760669e-01 1.07982492e-01 2.48272092e-01
-9.39634205e-02 -7.50760299e-02 7.63507120e-03 -2.57370921e-01
-2.37460642e-01 -4.03399281e-02]
[ 1.13482694e-01 -1.26262466e-01 -1.79039694e-02 1.27881975e-01
-3.71797032e-02 -8.99245174e-02 1.81452606e-01 4.02188253e-03
3.54989889e-02 1.93132031e-02]
[ 3.94998061e-02 -7.44941316e-02 -2.10223366e-01 1.53078111e-01
-4.33953108e-02 8.38208224e-02 -6.20995792e-02 -1.96774912e-02
-8.84241188e-02 -1.28827191e-03]
[ -1.17259019e-01 -5.87382075e-02 -2.00972846e-01 1.61326539e-01
-1.31496886e-02 1.32500401e-01 -3.73411432e-04 -2.49818739e-01
7.37476084e-02 -1.93787084e-01]
[ -7.15925782e-02 -4.43101493e-02 2.74658112e-01 9.51802742e-02
1.29911032e-01 -6.01986720e-02 -1.19482933e-01 1.20391544e-01
6.94886245e-02 2.99302189e-02]
[ 5.15968633e-02 -3.93916156e-02 8.57388674e-02 8.16914230e-02
7.82733053e-02 -1.52217461e-02 2.45599035e-01 1.20083450e-01
-3.44583208e-02 -7.11122111e-02]
[ 8.89926624e-03 -1.49942522e-01 -2.90705679e-01 -4.96543405e-02
1.78852822e-01 -9.17745713e-02 1.63612329e-01 1.63848101e-01
1.09044165e-01 -2.88484756e-02]
[ 4.76385436e-02 -1.83564507e-02 -1.17813448e-01 4.03648203e-02
-7.84800943e-02 3.23258828e-01 2.67632556e-01 2.04755696e-01
-1.63732245e-01 -6.48057767e-02]
[ 2.27259193e-03 -1.45049124e-02 1.22456685e-01 1.05309823e-01
-4.26337441e-03 1.05600129e-01 -1.28503671e-01 -4.15608902e-02
2.12042892e-01 7.64398839e-02]
[ 1.08970705e-01 7.57231368e-02 -4.63421902e-02 -1.00720800e-01
-9.47650814e-02 -3.29794000e-01 1.14154635e-01 8.60623567e-03
1.41429158e-01 8.83787693e-02]
[ -1.01832626e-01 -9.20502184e-03 -1.64973557e-02 1.95777702e-02
1.55805849e-02 -2.02786745e-01 -7.98596729e-02 -2.01182382e-02
1.34941809e-02 1.24669880e-01]
[ -1.48607150e-01 -8.86127434e-02 -1.98970389e-01 -8.09735145e-03
-2.61686135e-01 -3.32938471e-03 1.02326014e-02 -2.40708273e-02
-1.07924559e-04 5.62844399e-02]
[ -3.15622888e-02 -8.83462152e-02 -7.53062981e-02 -1.29483849e-01
5.39159507e-01 2.76662515e-01 5.60727480e-01 1.12893193e-01
-1.83490490e-01 -3.78371288e-01]
[ -1.59262881e-02 -3.81494987e-01 -2.98193507e-02 -7.26362068e-02
6.59077743e-01 1.00746927e-01 5.16899055e-01 9.14733199e-02
2.98155985e-02 -3.82469410e-01]
[ 1.03531873e-02 -4.40364416e-01 -4.34877503e-02 -1.08508306e-01
6.79966545e-01 2.39640478e-02 4.90041985e-01 4.86500237e-02
-3.64433126e-01 -2.19590543e-01]
[ -1.67466325e-01 -5.80820197e-01 -8.38596459e-03 -2.00381462e-01
7.59386537e-01 -9.15149866e-02 6.09305400e-01 -8.25253173e-02
-6.54916144e-02 8.51211330e-02]
[ -2.89513568e-01 -3.88388493e-01 5.68911439e-02 -4.42963450e-02
9.09787039e-01 1.41321541e-01 4.07340757e-01 4.78958988e-02
-8.65010897e-02 -1.33013165e-01]
[ -2.03038339e-01 -2.95399097e-01 2.51651614e-01 -2.42197070e-01
6.60322355e-01 -4.46693077e-02 6.79479002e-01 1.32036500e-02
-2.56102739e-01 -2.75251849e-02]
[ -1.30022863e-01 -2.21528132e-01 -1.80866586e-01 -1.02075382e-01
4.90488178e-01 -2.29946921e-01 1.77015626e-01 1.68991460e-01
-9.96240824e-03 -1.19882748e-01]
[ 1.17364675e-01 2.55719500e-01 1.66717098e-01 -8.21606835e-02
-1.06298249e-01 4.72223770e-02 -1.63550705e-01 2.83799046e-01
8.17458273e-02 1.85792569e-01]
[ 3.47532186e-01 3.12047468e-01 -8.42993650e-02 3.10319956e-01
-8.74081478e-01 -2.86712171e-01 -4.69741844e-01 1.77233933e-01
3.79717879e-01 -3.72118546e-02]
[ 4.45146919e-02 1.31553371e-01 2.51871778e-01 2.46573382e-01
-4.81981675e-02 -1.94836324e-01 -1.71943403e-01 -1.33199421e-01
-1.42453623e-01 -2.92279622e-01]
[ 2.26555842e-02 -6.30095281e-02 -1.18690071e-01 -5.53204440e-02
2.45363985e-01 4.12345341e-02 -3.72578273e-03 -1.84589686e-01
3.31816682e-02 2.06846662e-01]
[ 1.32724563e-03 -5.24307393e-02 -6.66592716e-02 -5.06455427e-02
-2.02768981e-02 -1.76985950e-01 8.68671568e-02 1.01166930e-02
3.74189070e-02 6.06839849e-03]
[ 2.78169932e-02 6.76337945e-02 2.43728639e-01 7.22782757e-02
-2.22712874e-01 -1.34226970e-01 1.14870471e-01 3.95221774e-02
-1.87013652e-01 1.05846443e-01]
[ 7.43462539e-02 3.72833632e-02 1.08928330e-01 1.14593712e-02
-2.50614710e-01 6.77882591e-02 5.98089618e-02 -2.70489400e-01
-1.41438554e-02 -8.48921160e-02]
[ -6.83086783e-03 1.02064581e-01 8.65439781e-02 -2.32800311e-02
-5.93189562e-02 1.78932769e-01 8.80827169e-02 1.18915027e-01
-1.63882192e-02 1.79645237e-01]
[ 2.14148698e-01 5.13178610e-02 2.56478483e-02 7.15072599e-02
7.07707500e-02 -2.01276366e-02 -1.45618114e-01 1.47784918e-01
-6.19514295e-02 -2.92735049e-02]
[ 4.15040944e-02 -1.37041944e-02 1.65936538e-02 4.00033094e-02
-4.04626991e-01 -1.22584221e-01 -2.01630098e-01 4.11644939e-02
1.18620128e-01 1.92547601e-01]
[ 4.47426171e-02 5.17371361e-01 1.22190248e-01 4.14383296e-01
-1.10332206e+00 -3.04702223e-01 -6.09143043e-01 -7.24527790e-02
2.87558919e-01 3.31132088e-01]
[ 1.85104822e-01 5.18056031e-01 6.83258774e-02 4.31618277e-01
-9.04941939e-01 -8.64454968e-02 -4.59622195e-01 1.51707343e-01
2.15086216e-01 4.93699762e-01]
[ 2.55260529e-01 2.98309458e-01 2.45610836e-01 1.44370673e-01
-4.09484929e-01 8.12071498e-02 -2.07346347e-01 1.62531032e-01
2.36907529e-01 7.48376054e-02]
[ -7.20805178e-02 2.22640521e-01 2.42459119e-01 1.91072049e-02
-4.34764337e-02 1.30056003e-01 -1.02204576e-01 -1.49389374e-02
-3.09432847e-02 5.30452310e-02]
[ -9.39231439e-02 4.01067033e-03 2.68774648e-02 9.96645125e-02
-6.88401655e-02 1.14131913e-01 2.44619715e-01 2.06318895e-02
-2.69739959e-01 -8.70241544e-02]
[ -2.21105093e-01 -2.78582165e-02 -9.37056805e-02 -3.45611662e-01
1.86395119e-01 1.20085654e-01 1.06469955e-01 1.03350732e-01
-2.08571618e-01 3.05716487e-02]
[ 1.00322846e-02 -3.82898689e-01 -1.27518606e-01 -1.62436975e-01
3.75173198e-01 2.62539213e-02 1.79883965e-01 1.52490718e-01
-1.65785087e-01 -2.22104253e-01]
[ 1.32432694e-01 -2.10942065e-01 -1.46013427e-01 -7.39858715e-03
9.47115393e-02 -5.51930628e-02 4.89482994e-02 -1.50659808e-01
1.27327589e-01 -1.29459678e-01]
[ -1.17949475e-01 9.93065173e-02 2.61692077e-01 -1.30896553e-02
1.62832912e-01 8.34110694e-02 2.26708810e-02 -2.97959224e-01
-1.15061090e-01 -6.01688568e-02]
[ -3.52532388e-01 4.17696888e-02 1.13896120e-02 -3.43188279e-02
1.72391554e-01 -1.70933725e-01 2.17192838e-03 2.34206884e-01
-9.31572779e-02 6.97224624e-02]
[ 1.46399009e-01 5.05920574e-02 -2.35421135e-01 -8.63953198e-02
1.17021010e-01 -2.95893363e-01 4.78359226e-02 -1.67900226e-01
-5.24598851e-04 -1.89965592e-01]
[ 2.08809063e-01 -1.74387427e-01 6.23766415e-02 -2.73118212e-02
1.04479107e-01 -3.31563159e-02 2.64066156e-02 -1.37123237e-01
1.09271826e-01 -1.84143615e-01]
[ -1.08005577e-01 -6.79749045e-02 1.19832790e-01 1.04275515e-01
5.77309894e-02 -1.11844701e-01 2.59847127e-01 -7.80406698e-02
1.80629704e-01 -8.57856745e-03]
[ 9.37215596e-04 -1.73581461e-01 2.03246057e-01 -2.40298217e-01
-1.80772469e-02 1.13865570e-01 5.68653729e-02 -1.16031189e-01
2.63679459e-02 2.26162751e-01]]
[[ 0.61344107]
[ 1.5682741 ]
[ 0.27647075]
[ 0.87234356]
[-2.67511077]
[-0.26342537]
[-1.59348317]
[ 0.05984787]
[ 0.68437314]
[ 0.89869139]]
Progress: 30.2% ... Training loss: 0.285 ... Validation loss: 0.449[[ 1.62983700e-01 2.04950798e-01 -1.06329239e-01 1.10181074e-01
-5.23813429e-01 -7.20608644e-02 -5.36635918e-02 1.22569078e-01
-6.09382839e-02 1.86832500e-01]
[ 1.51590504e-02 1.58789760e-01 -1.90619394e-02 4.53704455e-02
8.78935788e-02 -6.67396965e-03 3.06612466e-01 4.13886532e-02
1.41969758e-01 -2.68589160e-02]
[ 1.78047228e-01 5.96911987e-01 1.11489530e-02 -1.54765757e-02
3.64616350e-01 -2.69928507e-02 -6.68827860e-01 -3.93344250e-02
5.60822125e-02 2.74631229e-01]
[ -3.81096273e-03 -3.29036304e-01 -2.24684085e-01 7.32960335e-02
-3.79368893e-03 1.53793683e-01 1.57351673e-01 5.76786558e-02
4.74393453e-02 1.78393397e-01]
[ -1.06611865e-02 1.35918742e-01 -1.45739140e-01 4.50048552e-02
3.90588829e-02 -1.81517394e-01 4.63698158e-02 -1.18617019e-01
-1.84791649e-01 -1.40036367e-02]
[ -3.64120809e-01 -5.16024594e-01 -2.89283771e-01 1.72415369e-01
6.51871703e-02 3.80194700e-02 2.03690576e-01 -3.59677558e-02
-2.89335695e-03 1.33541911e-02]
[ -8.54716241e-03 -2.10531486e-01 7.57764595e-03 8.30192863e-02
1.52743376e-02 -6.95496300e-02 1.85908655e-01 -1.90973777e-01
1.85518690e-01 2.30390094e-02]
[ 1.15682582e-01 -2.35409041e-01 3.59278697e-02 -6.39436379e-02
7.40855611e-02 -4.89281861e-02 7.03941915e-02 1.20759974e-01
8.37285398e-02 -2.00381592e-02]
[ -1.78854296e-01 -1.30381655e-01 -3.06454693e-01 -3.04264795e-02
1.92513870e-02 7.19380183e-02 -1.56181411e-01 -2.93657949e-02
2.54335510e-01 -1.39805141e-01]
[ 7.08727197e-02 -3.35770918e-01 9.64210114e-02 5.19388163e-02
-8.43125551e-03 -1.22772181e-01 1.27883786e-01 -1.01356010e-01
3.60486456e-02 1.28757373e-01]
[ -8.77304373e-02 -2.41719589e-02 -2.16809373e-03 -1.56021182e-01
3.85535282e-02 2.20578896e-02 1.65922917e-01 -1.03153671e-01
-2.17555567e-02 -1.34819346e-01]
[ -1.25166099e-01 -1.36149659e-01 -7.37783246e-02 -1.77875966e-02
4.09737409e-01 1.05021180e-01 9.68625219e-02 -1.70728750e-02
-1.80135242e-01 -2.25288533e-01]
[ -1.56972545e-01 4.36118012e-03 6.19163683e-02 2.17009197e-02
-1.72289853e-01 -2.19720223e-01 -1.77935935e-01 -1.97016874e-01
8.69521554e-02 1.74036760e-01]
[ -2.49630413e-01 -2.70831024e-01 1.08023412e-01 2.48435889e-01
-9.48085687e-02 -7.51291173e-02 7.86578627e-03 -2.57363246e-01
-2.37359252e-01 -4.02553452e-02]
[ 1.13577112e-01 -1.25994988e-01 -1.78595532e-02 1.28003999e-01
-3.75749024e-02 -8.99570938e-02 1.81192320e-01 4.03163898e-03
3.56129461e-02 1.94417941e-02]
[ 3.94224457e-02 -7.51353833e-02 -2.10261296e-01 1.53077788e-01
-4.36898734e-02 8.38448405e-02 -6.16238994e-02 -1.96791242e-02
-8.84974433e-02 -1.40909269e-03]
[ -1.17464135e-01 -5.94193032e-02 -2.01073274e-01 1.61061663e-01
-1.23752665e-02 1.32568381e-01 1.82182944e-04 -2.49829591e-01
7.35284970e-02 -1.94066598e-01]
[ -7.15838007e-02 -4.43305241e-02 2.74657917e-01 9.51761921e-02
1.29923200e-01 -6.01885101e-02 -1.19443721e-01 1.20392192e-01
6.94935315e-02 2.99370617e-02]
[ 5.17894207e-02 -3.89040202e-02 8.58377844e-02 8.19443613e-02
7.75448862e-02 -1.53096258e-02 2.45186274e-01 1.20102418e-01
-3.42231979e-02 -7.07245376e-02]
[ 1.06397210e-02 -1.45805517e-01 -2.89883846e-01 -4.70815115e-02
1.71227989e-01 -9.25190977e-02 1.59474103e-01 1.64024950e-01
1.11090659e-01 -2.63736662e-02]
[ 4.69992418e-02 -2.00528009e-02 -1.18118439e-01 3.94683879e-02
-7.57156499e-02 3.23502956e-01 2.69392702e-01 2.04694043e-01
-1.64467380e-01 -6.55818033e-02]
[ 2.35686615e-03 -1.43160233e-02 1.22499481e-01 1.05437223e-01
-4.64427445e-03 1.05571759e-01 -1.28582792e-01 -4.15498232e-02
2.12138166e-01 7.65554963e-02]
[ 1.08747805e-01 7.51140979e-02 -4.64416244e-02 -1.01041391e-01
-9.37043915e-02 -3.29687101e-01 1.14806700e-01 8.58559811e-03
1.41180239e-01 8.80616944e-02]
[ -1.01754018e-01 -9.13380133e-03 -1.64408261e-02 1.97516906e-02
1.53280409e-02 -2.02831463e-01 -7.99361384e-02 -2.01055023e-02
1.36345191e-02 1.24854270e-01]
[ -1.48993247e-01 -8.97270567e-02 -1.99067118e-01 -8.59445263e-03
-2.60533002e-01 -3.17440841e-03 1.13853256e-02 -2.41054719e-02
-5.18337566e-04 5.57397352e-02]
[ -3.17368935e-02 -8.89822477e-02 -7.53969749e-02 -1.29732823e-01
5.39752809e-01 2.76738381e-01 5.61290257e-01 1.12875746e-01
-1.83697789e-01 -3.78619806e-01]
[ -1.56000265e-02 -3.81193729e-01 -2.96713338e-02 -7.21560479e-02
6.57651445e-01 1.00606885e-01 5.16452251e-01 9.15066164e-02
3.01898169e-02 -3.81998194e-01]
[ 1.04448216e-02 -4.40280049e-01 -4.34423526e-02 -1.08367718e-01
6.79517960e-01 2.39212588e-02 4.89917731e-01 4.86600875e-02
-3.64312065e-01 -2.19434148e-01]
[ -1.67509006e-01 -5.80988904e-01 -8.37472151e-03 -2.00349284e-01
7.59274734e-01 -9.15247256e-02 6.09593505e-01 -8.25256678e-02
-6.54558976e-02 8.51189837e-02]
[ -2.89407107e-01 -3.88325742e-01 5.69456949e-02 -4.40982538e-02
9.09380524e-01 1.41273426e-01 4.07247687e-01 4.79081265e-02
-8.63462956e-02 -1.32816615e-01]
[ -2.02589818e-01 -2.94408954e-01 2.51873355e-01 -2.41488062e-01
6.58705580e-01 -4.48871755e-02 6.78503071e-01 1.32520347e-02
-2.55540836e-01 -2.67825447e-02]
[ -1.29881665e-01 -2.21339401e-01 -1.80797042e-01 -1.01840803e-01
4.89777467e-01 -2.30016233e-01 1.76765530e-01 1.69007447e-01
-9.77808329e-03 -1.19673778e-01]
[ 1.16424309e-01 2.53257438e-01 1.66274121e-01 -8.36171756e-02
-1.01972499e-01 4.76776029e-02 -1.61001455e-01 2.83701314e-01
8.06101922e-02 1.84608242e-01]
[ 3.47996892e-01 3.13349796e-01 -8.40631023e-02 3.11126808e-01
-8.76199699e-01 -2.86947615e-01 -4.71024708e-01 1.77287320e-01
3.80311947e-01 -3.63881342e-02]
[ 4.46303328e-02 1.31859807e-01 2.51922216e-01 2.46724872e-01
-4.86330259e-02 -1.94880583e-01 -1.72249507e-01 -1.33186859e-01
-1.42319997e-01 -2.92102191e-01]
[ 2.26814805e-02 -6.30863328e-02 -1.18676954e-01 -5.52756884e-02
2.45238484e-01 4.12171307e-02 -3.68784177e-03 -1.84587752e-01
3.32214628e-02 2.06887777e-01]
[ 1.59873888e-03 -5.16614550e-02 -6.65333623e-02 -5.02768469e-02
-2.14579828e-02 -1.77114805e-01 8.61292974e-02 1.01446830e-02
3.77365882e-02 6.42614041e-03]
[ 2.82272432e-02 6.87913174e-02 2.43917787e-01 7.29085326e-02
-2.24633490e-01 -1.34431115e-01 1.13697772e-01 3.95682031e-02
-1.86529639e-01 1.06479701e-01]
[ 7.40953856e-02 3.67721253e-02 1.08820291e-01 1.11113370e-02
-2.49751902e-01 6.78893550e-02 6.03276214e-02 -2.70510854e-01
-1.44105012e-02 -8.52120260e-02]
[ -7.21502382e-03 1.01005081e-01 8.63723484e-02 -2.38481232e-02
-5.76084164e-02 1.79091220e-01 8.90893113e-02 1.18878324e-01
-1.68247848e-02 1.79092939e-01]
[ 2.14032313e-01 5.09921438e-02 2.55823034e-02 7.12978105e-02
7.14083180e-02 -2.00674094e-02 -1.45272855e-01 1.47770640e-01
-6.21140672e-02 -2.94856103e-02]
[ 4.20224634e-02 -1.24460145e-02 1.68224749e-02 4.07142991e-02
-4.06764786e-01 -1.22791189e-01 -2.02943772e-01 4.12126530e-02
1.19176867e-01 1.93245164e-01]
[ 4.43487100e-02 5.16401411e-01 1.22079205e-01 4.13904005e-01
-1.10250724e+00 -3.04540489e-01 -6.07810849e-01 -7.24855205e-02
2.87114313e-01 3.30446746e-01]
[ 1.84621233e-01 5.16889932e-01 6.81273171e-02 4.31005929e-01
-9.03309923e-01 -8.62353609e-02 -4.58256548e-01 1.51665754e-01
2.14568026e-01 4.93002004e-01]
[ 2.55671496e-01 2.99508835e-01 2.45828304e-01 1.45030442e-01
-4.11685596e-01 8.10177967e-02 -2.08577661e-01 1.62577105e-01
2.37443446e-01 7.54934372e-02]
[ -7.17421093e-02 2.23480179e-01 2.42605399e-01 1.95683345e-02
-4.49170519e-02 1.29921918e-01 -1.03005008e-01 -1.49103882e-02
-3.05806808e-02 5.34342203e-02]
[ -9.40625396e-02 3.65136312e-03 2.68251905e-02 9.94997805e-02
-6.84106718e-02 1.14178992e-01 2.44948930e-01 2.06213858e-02
-2.69872670e-01 -8.71853817e-02]
[ -2.21069613e-01 -2.77765796e-02 -9.36903138e-02 -3.45559515e-01
1.86318917e-01 1.20070989e-01 1.06355252e-01 1.03355908e-01
-2.08529396e-01 3.06265331e-02]
[ 9.90733345e-03 -3.83385535e-01 -1.27585465e-01 -1.62600748e-01
3.75766411e-01 2.63041557e-02 1.80297404e-01 1.52481979e-01
-1.65928897e-01 -2.22302563e-01]
[ 1.33081502e-01 -2.09328078e-01 -1.45730378e-01 -6.35340050e-03
9.14048266e-02 -5.55195613e-02 4.72039971e-02 -1.50584905e-01
1.28095561e-01 -1.28508538e-01]
[ -1.17693425e-01 9.93802196e-02 2.61856020e-01 -1.25266978e-02
1.61189447e-01 8.32623284e-02 2.27984591e-02 -2.97919384e-01
-1.14705250e-01 -5.97560062e-02]
[ -3.52178080e-01 4.24543311e-02 1.15874184e-02 -3.37752647e-02
1.70983578e-01 -1.71080840e-01 1.55874874e-03 2.34245940e-01
-9.26804203e-02 7.01790692e-02]
[ 1.45943747e-01 4.99425425e-02 -2.35518209e-01 -8.68219725e-02
1.17814615e-01 -2.95747387e-01 4.87886171e-02 -1.67930796e-01
-9.36992584e-04 -1.90443866e-01]
[ 2.08056474e-01 -1.76137290e-01 6.20303224e-02 -2.83546288e-02
1.07421156e-01 -3.28487450e-02 2.81618796e-02 -1.37194691e-01
1.08447142e-01 -1.85259403e-01]
[ -1.07784642e-01 -6.73337647e-02 1.19929886e-01 1.04533375e-01
5.68845067e-02 -1.11929095e-01 2.59214150e-01 -7.80229229e-02
1.80882366e-01 -8.29055535e-03]
[ 1.31934608e-03 -1.73876146e-01 2.03413261e-01 -2.39808821e-01
-1.93650134e-02 1.13735776e-01 5.69195727e-02 -1.15992432e-01
2.68022729e-02 2.26992566e-01]]
[[ 0.61659601]
[ 1.57091557]
[ 0.27989977]
[ 0.87509945]
[-2.66941311]
[-0.26129609]
[-1.59011879]
[ 0.0637423 ]
[ 0.68781166]
[ 0.90224997]]
Progress: 30.2% ... Training loss: 0.286 ... Validation loss: 0.448[[ 1.62146074e-01 2.02893689e-01 -1.06731554e-01 1.08952481e-01
-5.20678441e-01 -7.17286679e-02 -5.16679527e-02 1.22480353e-01
-6.18343184e-02 1.85603562e-01]
[ 1.51752289e-02 1.58850364e-01 -1.90521307e-02 4.54000797e-02
8.77983748e-02 -6.68349452e-03 3.06602403e-01 4.13906850e-02
1.41997840e-01 -2.68295313e-02]
[ 1.76441462e-01 5.93943078e-01 1.04195046e-02 -1.82059578e-02
3.74019873e-01 -2.62555163e-02 -6.65942999e-01 -3.95078554e-02
5.40310218e-02 2.72075734e-01]
[ -3.38306920e-03 -3.29071436e-01 -2.24394229e-01 7.44489249e-02
-6.33421062e-03 1.53554234e-01 1.57449972e-01 5.77471851e-02
4.84556577e-02 1.79310061e-01]
[ -9.12043398e-03 1.39499618e-01 -1.45077632e-01 4.71738879e-02
3.26694907e-02 -1.82232194e-01 4.25363308e-02 -1.18460025e-01
-1.83173312e-01 -1.17639765e-02]
[ -3.64521216e-01 -5.17449832e-01 -2.89456471e-01 1.72072280e-01
6.53167899e-02 3.81662458e-02 2.05435243e-01 -3.60082077e-02
-3.22914564e-03 1.28272614e-02]
[ -1.03526679e-02 -2.15076696e-01 6.77556041e-03 8.04789566e-02
2.27312121e-02 -6.87679679e-02 1.90619518e-01 -1.91168600e-01
1.83599268e-01 2.04171414e-02]
[ 1.14621424e-01 -2.37554650e-01 3.54918774e-02 -6.52995107e-02
7.76400287e-02 -4.85327930e-02 7.27277086e-02 1.20664089e-01
8.26824234e-02 -2.14610770e-02]
[ -1.79044628e-01 -1.30677844e-01 -3.06548040e-01 -3.06699914e-02
2.00402494e-02 7.20307261e-02 -1.55783425e-01 -2.93839884e-02
2.54210371e-01 -1.40095046e-01]
[ 6.92910274e-02 -3.39243317e-01 9.57677107e-02 4.98089397e-02
-2.67502608e-03 -1.22123674e-01 1.31940513e-01 -1.01517149e-01
3.44717864e-02 1.26299172e-01]
[ -8.83886261e-02 -2.61289967e-02 -2.44088395e-03 -1.56631684e-01
3.98340787e-02 2.22709159e-02 1.67973216e-01 -1.03207492e-01
-2.22229597e-02 -1.35479336e-01]
[ -1.26383622e-01 -1.39132469e-01 -7.43563587e-02 -1.95300219e-02
4.14630453e-01 1.05576186e-01 9.99425270e-02 -1.72072672e-02
-1.81517446e-01 -2.27031963e-01]
[ -1.56972545e-01 4.36118012e-03 6.19163683e-02 2.17009197e-02
-1.72289853e-01 -2.19720223e-01 -1.77935935e-01 -1.97016874e-01
8.69521554e-02 1.74036760e-01]
[ -2.49813543e-01 -2.71493843e-01 1.07944086e-01 2.48174357e-01
-9.41351392e-02 -7.50672829e-02 8.42766487e-03 -2.57382396e-01
-2.37533966e-01 -4.05357672e-02]
[ 1.13375859e-01 -1.26768790e-01 -1.79234245e-02 1.27946647e-01
-3.80669469e-02 -8.99173993e-02 1.82108538e-01 4.02017377e-03
3.55516653e-02 1.92744604e-02]
[ 3.90788556e-02 -7.56221041e-02 -2.10429633e-01 1.52609210e-01
-4.23103849e-02 8.40050518e-02 -6.08799095e-02 -1.97183147e-02
-8.89250323e-02 -1.91074859e-03]
[ -1.17260569e-01 -5.91560365e-02 -2.00972283e-01 1.61417578e-01
-1.32997916e-02 1.32491537e-01 -8.72917189e-05 -2.49813960e-01
7.38112202e-02 -1.93801437e-01]
[ -7.27707496e-02 -4.72787786e-02 2.74135192e-01 9.35212290e-02
1.34559612e-01 -5.96838887e-02 -1.16500108e-01 1.20270335e-01
6.82558460e-02 2.83288150e-02]
[ 5.14221575e-02 -3.96148056e-02 8.56858369e-02 8.14155414e-02
7.90421352e-02 -1.51607645e-02 2.46016075e-01 1.20065666e-01
-3.46217768e-02 -7.12597493e-02]
[ 1.08091179e-02 -1.44978606e-01 -2.89783986e-01 -4.67014763e-02
1.70081595e-01 -9.26209187e-02 1.58730865e-01 1.64052769e-01
1.11314902e-01 -2.60146655e-02]
[ 4.64062034e-02 -2.13294090e-02 -1.18387709e-01 3.86250544e-02
-7.32998898e-02 3.23747515e-01 2.70796016e-01 2.04634484e-01
-1.65124277e-01 -6.63764507e-02]
[ 1.35796937e-03 -1.70735338e-02 1.22051073e-01 1.03980677e-01
-5.16697646e-04 1.05990170e-01 -1.25897681e-01 -4.16549198e-02
2.11087503e-01 7.49789060e-02]
[ 1.08665834e-01 7.52447212e-02 -4.64794567e-02 -1.01159671e-01
-9.33000619e-02 -3.29633357e-01 1.14838388e-01 8.57643666e-03
1.41141946e-01 8.79465297e-02]
[ -1.01916313e-01 -9.31379548e-03 -1.65189271e-02 1.95172791e-02
1.60707974e-02 -2.02759869e-01 -7.96215440e-02 -2.01230932e-02
1.34558163e-02 1.24596660e-01]
[ -1.48705228e-01 -8.95636085e-02 -1.98952278e-01 -8.18939072e-03
-2.61917216e-01 -3.28273548e-03 1.11548613e-02 -2.40784535e-02
-2.27364867e-04 5.60908352e-02]
[ -3.17917579e-02 -8.93650534e-02 -7.54355057e-02 -1.29812839e-01
5.40183529e-01 2.76765880e-01 5.61556405e-01 1.12872796e-01
-1.83768661e-01 -3.78720409e-01]
[ -1.57721424e-02 -3.81844212e-01 -2.97565918e-02 -7.23840087e-02
6.58251953e-01 1.00670686e-01 5.17078698e-01 9.14896349e-02
2.99986926e-02 -3.82225782e-01]
[ 1.06066759e-02 -4.40089706e-01 -4.33731094e-02 -1.08135050e-01
6.78862733e-01 2.38527832e-02 4.89627107e-01 4.86764328e-02
-3.64127754e-01 -2.19195899e-01]
[ -1.67457536e-01 -5.80918344e-01 -8.35164633e-03 -2.00273021e-01
7.59049854e-01 -9.15469280e-02 6.09505108e-01 -8.25203352e-02
-6.53953843e-02 8.51942034e-02]
[ -2.89224782e-01 -3.88349322e-01 5.70360564e-02 -4.37921928e-02
9.08425139e-01 1.41187032e-01 4.07122592e-01 4.79290018e-02
-8.61149165e-02 -1.32535683e-01]
[ -2.02965629e-01 -2.95328149e-01 2.51710359e-01 -2.42011325e-01
6.60237754e-01 -4.47346801e-02 6.79371951e-01 1.32131410e-02
-2.55949211e-01 -2.73041338e-02]
[ -1.29582979e-01 -2.20778450e-01 -1.80657916e-01 -1.01351100e-01
4.88407815e-01 -2.30156380e-01 1.76163490e-01 1.69042607e-01
-9.39260526e-03 -1.19187805e-01]
[ 1.16497254e-01 2.53947516e-01 1.66326490e-01 -8.34230726e-02
-1.02395395e-01 4.76320400e-02 -1.61333544e-01 2.83713509e-01
8.08150294e-02 1.84797417e-01]
[ 3.47317281e-01 3.12599518e-01 -8.43129997e-02 3.10309102e-01
-8.74182856e-01 -2.86668506e-01 -4.69805701e-01 1.77222164e-01
3.79684852e-01 -3.72816765e-02]
[ 4.46478275e-02 1.31830741e-01 2.51935270e-01 2.46764399e-01
-4.88013159e-02 -1.94898120e-01 -1.72264103e-01 -1.33184013e-01
-1.42296644e-01 -2.92061747e-01]
[ 2.28420448e-02 -6.27066730e-02 -1.18615143e-01 -5.50536481e-02
2.44438463e-01 4.11522134e-02 -4.07886760e-03 -1.84575529e-01
3.33940274e-02 2.07158718e-01]
[ 1.24034164e-03 -5.27320313e-02 -6.67020726e-02 -5.08082254e-02
-1.98273915e-02 -1.76979605e-01 8.72204258e-02 1.01054610e-02
3.73266818e-02 5.85309492e-03]
[ 2.78276686e-02 6.78567240e-02 2.43732790e-01 7.23303730e-02
-2.23216061e-01 -1.34250143e-01 1.14513530e-01 3.95260586e-02
-1.86973169e-01 1.05908386e-01]
[ 7.41797377e-02 3.67653306e-02 1.08875886e-01 1.12283732e-02
-2.49845540e-01 6.78490806e-02 6.02172788e-02 -2.70503510e-01
-1.43052347e-02 -8.50725876e-02]
[ -7.41518903e-03 1.00654027e-01 8.62718710e-02 -2.41646635e-02
-5.66119405e-02 1.79181583e-01 8.95891290e-02 1.18856935e-01
-1.70434638e-02 1.78838752e-01]
[ 2.14016536e-01 5.10870654e-02 2.55853907e-02 7.13051064e-02
7.15020797e-02 -2.00629978e-02 -1.45246645e-01 1.47771025e-01
-6.21105808e-02 -2.94568858e-02]
[ 4.25223045e-02 -1.07760618e-02 1.70647327e-02 4.14876214e-02
-4.09100311e-01 -1.23010660e-01 -2.04381867e-01 4.12696467e-02
1.19745864e-01 1.93976339e-01]
[ 4.29003441e-02 5.12704442e-01 1.21393181e-01 4.11802366e-01
-1.09709567e+00 -3.03879615e-01 -6.04091628e-01 -7.26442541e-02
2.85455689e-01 3.28386001e-01]
[ 1.84236777e-01 5.15919552e-01 6.79628944e-02 4.30540551e-01
-9.02297258e-01 -8.60798911e-02 -4.56978370e-01 1.51625367e-01
2.14183746e-01 4.92177145e-01]
[ 2.55275364e-01 2.98645456e-01 2.45654687e-01 1.44426095e-01
-4.09809853e-01 8.11891948e-02 -2.07627948e-01 1.62534308e-01
2.37017086e-01 7.48899899e-02]
[ -7.25093640e-02 2.21676282e-01 2.42244712e-01 1.84385852e-02
-4.16395767e-02 1.30252957e-01 -1.01290601e-01 -1.49922199e-02
-3.14484912e-02 5.22976418e-02]
[ -9.38818174e-02 4.10172759e-03 2.69036880e-02 9.97749120e-02
-6.92633325e-02 1.14095063e-01 2.44477626e-01 2.06411927e-02
-2.69661789e-01 -8.69182016e-02]
[ -2.21060376e-01 -2.78389508e-02 -9.36756298e-02 -3.45504189e-01
1.86148798e-01 1.20055180e-01 1.06397324e-01 1.03359489e-01
-2.08482939e-01 3.06961811e-02]
[ 9.98296262e-03 -3.83389189e-01 -1.27557131e-01 -1.62495891e-01
3.75448567e-01 2.62727827e-02 1.80231059e-01 1.52490025e-01
-1.65846232e-01 -2.22213783e-01]
[ 1.33326239e-01 -2.07914613e-01 -1.45594235e-01 -5.74726920e-03
8.92889076e-02 -5.56167133e-02 4.64901253e-02 -1.50555966e-01
1.28585782e-01 -1.28128499e-01]
[ -1.18868227e-01 9.64907284e-02 2.61314635e-01 -1.42349671e-02
1.65682513e-01 8.37673714e-02 2.58410550e-02 -2.98043931e-01
-1.16086145e-01 -6.15281056e-02]
[ -3.52069511e-01 4.20316711e-02 1.16755109e-02 -3.36076184e-02
1.71153011e-01 -1.71172595e-01 2.01929699e-03 2.34266333e-01
-9.24668281e-02 7.02519483e-02]
[ 1.46349738e-01 5.04214847e-02 -2.35363342e-01 -8.62387562e-02
1.16346846e-01 -2.95913357e-01 4.81017641e-02 -1.67891116e-01
-4.35491392e-04 -1.89870489e-01]
[ 2.07628791e-01 -1.77067453e-01 6.18652297e-02 -2.88716995e-02
1.08906936e-01 -3.26900701e-02 2.91194032e-02 -1.37231070e-01
1.08067298e-01 -1.85762049e-01]
[ -1.08987313e-01 -7.00449322e-02 1.19395776e-01 1.02905339e-01
6.15420846e-02 -1.11421541e-01 2.62068492e-01 -7.81475604e-02
1.79542807e-01 -1.00330552e-02]
[ -9.21979676e-05 -1.77227318e-01 2.02770621e-01 -2.41795243e-01
-1.46573585e-02 1.14335921e-01 6.01923189e-02 -1.16145233e-01
2.52707910e-02 2.25121895e-01]]
[[ 0.6048595 ]
[ 1.55903808]
[ 0.26515961]
[ 0.86212861]
[-2.67794325]
[-0.2718987 ]
[-1.59920358]
[ 0.05382456]
[ 0.67441693]
[ 0.8888552 ]]
Progress: 30.3% ... Training loss: 0.289 ... Validation loss: 0.454[[ 1.60877424e-01 2.00308225e-01 -1.07320816e-01 1.07050881e-01
-5.14789395e-01 -7.11504609e-02 -4.87161769e-02 1.22360442e-01
-6.33047191e-02 1.83612235e-01]
[ 1.53008218e-02 1.59089471e-01 -1.90035222e-02 4.55748882e-02
8.74603215e-02 -6.74873959e-03 3.06340969e-01 4.14030949e-02
1.42133423e-01 -2.66691249e-02]
[ 1.76883616e-01 5.96579874e-01 1.05451665e-02 -1.77800293e-02
3.72686849e-01 -2.64067395e-02 -6.67549986e-01 -3.94692582e-02
5.44413724e-02 2.72625305e-01]
[ -2.09251181e-03 -3.26563829e-01 -2.23820105e-01 7.64043963e-02
-9.87274957e-03 1.53045687e-01 1.54687565e-01 5.78615746e-02
4.99205306e-02 1.81378176e-01]
[ -1.11097882e-02 1.34383792e-01 -1.45945446e-01 4.44280390e-02
4.06163763e-02 -1.81467035e-01 4.81284227e-02 -1.18631431e-01
-1.85281091e-01 -1.47672246e-02]
[ -3.64811798e-01 -5.18430318e-01 -2.89564796e-01 1.71741062e-01
6.63612520e-02 3.82648552e-02 2.06389726e-01 -3.60380969e-02
-3.54836648e-03 1.24199832e-02]
[ -1.12270382e-02 -2.16541621e-01 6.40282296e-03 7.92967754e-02
2.57029585e-02 -6.83916649e-02 1.92463161e-01 -1.91240408e-01
1.82706004e-01 1.92196380e-02]
[ 1.12633078e-01 -2.42204635e-01 3.45699513e-02 -6.82842233e-02
8.64088000e-02 -4.76304321e-02 7.80277625e-02 1.20485119e-01
8.04126362e-02 -2.43566037e-02]
[ -1.77508432e-01 -1.27545083e-01 -3.05892476e-01 -2.83858690e-02
1.39778780e-02 7.13444302e-02 -1.59666822e-01 -2.92416505e-02
2.55897209e-01 -1.37739661e-01]
[ 6.85330631e-02 -3.41198838e-01 9.53686338e-02 4.86900003e-02
9.09103391e-04 -1.21794233e-01 1.34142685e-01 -1.01584600e-01
3.35944546e-02 1.25307723e-01]
[ -8.89373580e-02 -2.72862264e-02 -2.66927690e-03 -1.57416672e-01
4.16938565e-02 2.25214044e-02 1.69170243e-01 -1.03256931e-01
-2.28500959e-02 -1.36300235e-01]
[ -1.26694028e-01 -1.39982354e-01 -7.44763131e-02 -1.98400829e-02
4.15909154e-01 1.05687234e-01 1.00758111e-01 -1.72287068e-02
-1.81808412e-01 -2.27364538e-01]
[ -1.56972545e-01 4.36118012e-03 6.19163683e-02 2.17009197e-02
-1.72289853e-01 -2.19720223e-01 -1.77935935e-01 -1.97016874e-01
8.69521554e-02 1.74036760e-01]
[ -2.49952783e-01 -2.71903655e-01 1.07890265e-01 2.48005256e-01
-9.34891804e-02 -7.50075512e-02 8.85747635e-03 -2.57397576e-01
-2.37702066e-01 -4.07959133e-02]
[ 1.12955402e-01 -1.27742251e-01 -1.81020768e-02 1.27338746e-01
-3.62392251e-02 -8.97455267e-02 1.83021418e-01 3.98279226e-03
3.50895630e-02 1.86472170e-02]
[ 3.84458506e-02 -7.72813569e-02 -2.10675780e-01 1.51791443e-01
-4.05574316e-02 8.42614012e-02 -5.92319158e-02 -1.97729647e-02
-8.95928870e-02 -2.71581355e-03]
[ -1.17466189e-01 -5.95697287e-02 -2.01052053e-01 1.61138664e-01
-1.24582297e-02 1.32576508e-01 4.14869513e-04 -2.49827993e-01
7.36072688e-02 -1.94105438e-01]
[ -7.25767430e-02 -4.64285732e-02 2.74191330e-01 9.38191721e-02
1.33594965e-01 -5.97672202e-02 -1.17069590e-01 1.20285694e-01
6.84992585e-02 2.86509176e-02]
[ 5.13169149e-02 -3.96986204e-02 8.56482017e-02 8.12641994e-02
7.96504619e-02 -1.51155292e-02 2.46210824e-01 1.20057169e-01
-3.47414916e-02 -7.13639861e-02]
[ 1.06029711e-02 -1.45459060e-01 -2.89892799e-01 -4.70440729e-02
1.71200584e-01 -9.25288980e-02 1.59309323e-01 1.64035197e-01
1.11054854e-01 -2.63264661e-02]
[ 4.55443364e-02 -2.32435897e-02 -1.18775154e-01 3.73729286e-02
-6.97844642e-02 3.24128077e-01 2.72978779e-01 2.04560211e-01
-1.66110702e-01 -6.75699560e-02]
[ 6.59983290e-04 -1.89238812e-02 1.21724413e-01 1.02938650e-01
2.53059395e-03 1.06318489e-01 -1.23897288e-01 -4.17215474e-02
2.10333789e-01 7.38930575e-02]
[ 1.09117613e-01 7.63170089e-02 -4.62953946e-02 -1.00515903e-01
-9.50961632e-02 -3.29824344e-01 1.13762865e-01 8.61644083e-03
1.41631306e-01 8.86198593e-02]
[ -1.01034298e-01 -7.57045519e-03 -1.61394880e-02 2.08545362e-02
1.26901601e-02 -2.03164278e-01 -8.19716248e-02 -2.00393868e-02
1.44417762e-02 1.25980778e-01]
[ -1.48580566e-01 -8.94070636e-02 -1.98900397e-01 -8.02057263e-03
-2.62411451e-01 -3.33209168e-03 1.09155221e-02 -2.40676368e-02
-1.19622570e-04 5.62582085e-02]
[ -3.18152575e-02 -8.95428437e-02 -7.54422372e-02 -1.29842516e-01
5.40248266e-01 2.76775749e-01 5.61697367e-01 1.12870571e-01
-1.83790949e-01 -3.78766317e-01]
[ -1.58427693e-02 -3.82013574e-01 -2.97844115e-02 -7.24799146e-02
6.58586059e-01 1.00694976e-01 5.17177667e-01 9.14839629e-02
2.99189291e-02 -3.82307817e-01]
[ 1.04930430e-02 -4.40347308e-01 -4.34241556e-02 -1.08295400e-01
6.79384807e-01 2.39054505e-02 4.89923103e-01 4.86659759e-02
-3.64263262e-01 -2.19364954e-01]
[ -1.67160389e-01 -5.80416811e-01 -8.23829382e-03 -1.99820601e-01
7.57896416e-01 -9.16860724e-02 6.09015082e-01 -8.24945147e-02
-6.50709639e-02 8.56732786e-02]
[ -2.89267069e-01 -3.88518182e-01 5.70344475e-02 -4.37619917e-02
9.08549377e-01 1.41179181e-01 4.07132707e-01 4.79305719e-02
-8.60929625e-02 -1.32502712e-01]
[ -2.02964303e-01 -2.95355805e-01 2.51717392e-01 -2.42000683e-01
6.60202427e-01 -4.47371716e-02 6.79427423e-01 1.32139964e-02
-2.55940789e-01 -2.72636425e-02]
[ -1.30339448e-01 -2.22404676e-01 -1.80981259e-01 -1.02456093e-01
4.91707563e-01 -2.29815743e-01 1.78101322e-01 1.68975579e-01
-1.02171108e-02 -1.20269719e-01]
[ 1.15326577e-01 2.51036540e-01 1.65812198e-01 -8.51132038e-02
-9.72530790e-02 4.81236060e-02 -1.58326274e-01 2.83612886e-01
7.95264949e-02 1.83182550e-01]
[ 3.47274325e-01 3.12281291e-01 -8.43700173e-02 3.10206486e-01
-8.73701932e-01 -2.86626334e-01 -4.69564055e-01 1.77214607e-01
3.79612149e-01 -3.74043922e-02]
[ 4.46320971e-02 1.31799498e-01 2.51928297e-01 2.46741703e-01
-4.87318888e-02 -1.94891114e-01 -1.72227327e-01 -1.33185344e-01
-1.42314003e-01 -2.92084301e-01]
[ 2.28169954e-02 -6.29553108e-02 -1.18638134e-01 -5.51214550e-02
2.44660342e-01 4.11744751e-02 -3.94929513e-03 -1.84580255e-01
3.33292086e-02 2.07102328e-01]
[ 1.43830934e-03 -5.24770307e-02 -6.66289243e-02 -5.05555626e-02
-2.06719848e-02 -1.77069713e-01 8.67349329e-02 1.01206542e-02
3.75207900e-02 6.15925643e-03]
[ 2.80891247e-02 6.85616144e-02 2.43844131e-01 7.27113555e-02
-2.24402259e-01 -1.34358245e-01 1.13804023e-01 3.95503507e-02
-1.86699061e-01 1.06300464e-01]
[ 7.52849764e-02 3.95033499e-02 1.09320800e-01 1.28020005e-02
-2.54596325e-01 6.73588298e-02 5.72397330e-02 -2.70409002e-01
-1.30731183e-02 -8.35679777e-02]
[ -8.03953349e-03 9.94094430e-02 8.59709796e-02 -2.51181615e-02
-5.36256151e-02 1.79463536e-01 9.10435391e-02 1.18801103e-01
-1.77869101e-02 1.77910159e-01]
[ 2.14082733e-01 5.12800156e-02 2.56320867e-02 7.14448638e-02
7.12550005e-02 -2.01065632e-02 -1.45421880e-01 1.47778962e-01
-6.20042948e-02 -2.93031144e-02]
[ 4.26904570e-02 -1.04385482e-02 1.71444435e-02 4.17663693e-02
-4.09898601e-01 -1.23095202e-01 -2.04764814e-01 4.12859204e-02
1.19948375e-01 1.94227018e-01]
[ 4.27088044e-02 5.12301157e-01 1.21322851e-01 4.11549843e-01
-1.09633374e+00 -3.03780811e-01 -6.03604939e-01 -7.26618165e-02
2.85240141e-01 3.28085873e-01]
[ 1.83640217e-01 5.14477777e-01 6.77252432e-02 4.29744648e-01
-9.00698680e-01 -8.58140102e-02 -4.55318314e-01 1.51575302e-01
2.13535397e-01 4.91346957e-01]
[ 2.55732590e-01 2.99881522e-01 2.45857773e-01 1.45127013e-01
-4.12017225e-01 8.09773045e-02 -2.08889511e-01 1.62578678e-01
2.37534660e-01 7.55811831e-02]
[ -7.27364655e-02 2.21264801e-01 2.42143532e-01 1.80808304e-02
-4.06007907e-02 1.30361139e-01 -1.00737499e-01 -1.50146040e-02
-3.17152343e-02 5.19613799e-02]
[ -9.39898266e-02 3.86351015e-03 2.68536576e-02 9.96107772e-02
-6.87790688e-02 1.14146302e-01 2.44743061e-01 2.06308756e-02
-2.69789734e-01 -8.70879115e-02]
[ -2.21091052e-01 -2.78251540e-02 -9.36746740e-02 -3.45552018e-01
1.86405075e-01 1.20070173e-01 1.06419728e-01 1.03357260e-01
-2.08504341e-01 3.06552765e-02]
[ 9.85030879e-03 -3.83655672e-01 -1.27612888e-01 -1.62684023e-01
3.76008647e-01 2.63301827e-02 1.80531450e-01 1.52478886e-01
-1.65994252e-01 -2.22408512e-01]
[ 1.33642890e-01 -2.07206213e-01 -1.45444354e-01 -5.27997068e-03
8.77293167e-02 -5.57415016e-02 4.57417354e-02 -1.50529801e-01
1.28941005e-01 -1.27693306e-01]
[ -1.18855930e-01 9.64306502e-02 2.61311718e-01 -1.41561226e-02
1.65611417e-01 8.37441985e-02 2.59749604e-02 -2.98035505e-01
-1.16094460e-01 -6.14677698e-02]
[ -3.52088843e-01 4.20408599e-02 1.16914287e-02 -3.35339935e-02
1.71056157e-01 -1.71208906e-01 1.88753318e-03 2.34269971e-01
-9.23882637e-02 7.03302880e-02]
[ 1.46344715e-01 5.01301044e-02 -2.35401920e-01 -8.63264974e-02
1.17034510e-01 -2.95871461e-01 4.82330079e-02 -1.67896288e-01
-5.30374795e-04 -1.89955217e-01]
[ 2.07394908e-01 -1.77738938e-01 6.17478049e-02 -2.92604162e-02
1.10154595e-01 -3.25702382e-02 2.98291535e-02 -1.37255260e-01
1.07790589e-01 -1.86061894e-01]
[ -1.09296194e-01 -7.07044914e-02 1.19267155e-01 1.02502928e-01
6.26356879e-02 -1.11309139e-01 2.62750853e-01 -7.81701517e-02
1.79196488e-01 -1.04614176e-02]
[ -1.47112911e-03 -1.80225039e-01 2.02144937e-01 -2.43750131e-01
-9.23613556e-03 1.14937041e-01 6.36299943e-02 -1.16269838e-01
2.37677964e-02 2.23216040e-01]]
[[ 0.59852094]
[ 1.55430166]
[ 0.25905807]
[ 0.85643508]
[-2.68247941]
[-0.27695521]
[-1.6061029 ]
[ 0.04743556]
[ 0.67000746]
[ 0.88252405]]
Progress: 30.4% ... Training loss: 0.294 ... Validation loss: 0.459[[ 1.61586927e-01 2.01692934e-01 -1.06964399e-01 1.08051759e-01
-5.18054828e-01 -7.15446724e-02 -4.99512622e-02 1.22420706e-01
-6.23435385e-02 1.84479753e-01]
[ 1.54604271e-02 1.59441960e-01 -1.89326898e-02 4.58050654e-02
8.68674508e-02 -6.82446696e-03 3.05966091e-01 4.14151975e-02
1.42301703e-01 -2.64349291e-02]
[ 1.78355665e-01 6.02636738e-01 1.11794121e-02 -1.60256212e-02
3.67122294e-01 -2.70411341e-02 -6.72821419e-01 -3.93655255e-02
5.58745186e-02 2.74323171e-01]
[ -9.02921203e-04 -3.24297509e-01 -2.23307929e-01 7.79653443e-02
-1.28130062e-02 1.52456001e-01 1.51976744e-01 5.79704112e-02
5.13014290e-02 1.83313983e-01]
[ -1.55560798e-02 1.24195546e-01 -1.47854561e-01 3.80884661e-02
5.89377796e-02 -1.79388842e-01 5.91622155e-02 -1.19001820e-01
-1.90284859e-01 -2.09718939e-02]
[ -3.65008320e-01 -5.20764838e-01 -2.89614431e-01 1.71859834e-01
6.54111665e-02 3.81866179e-02 2.08289334e-01 -3.60349774e-02
-3.60921311e-03 1.22319941e-02]
[ -8.75086594e-03 -2.11145948e-01 7.50728472e-03 8.28285674e-02
1.50152355e-02 -6.94907811e-02 1.86548830e-01 -1.91050046e-01
1.85575239e-01 2.27836994e-02]
[ 1.12493294e-01 -2.42432012e-01 3.45413360e-02 -6.84437134e-02
8.66001993e-02 -4.76582977e-02 7.85901557e-02 1.20481495e-01
8.02430669e-02 -2.46615364e-02]
[ -1.77230646e-01 -1.26692132e-01 -3.05756440e-01 -2.80019604e-02
1.27162758e-02 7.12247239e-02 -1.60310097e-01 -2.92187442e-02
2.56211497e-01 -1.37381429e-01]
[ 7.09286922e-02 -3.36658238e-01 9.64931894e-02 5.23825737e-02
-1.14395135e-02 -1.23017614e-01 1.29452595e-01 -1.01385765e-01
3.63798080e-02 1.28601584e-01]
[ -8.87775633e-02 -2.76956904e-02 -2.57622625e-03 -1.57031862e-01
4.06898039e-02 2.23639336e-02 1.69346448e-01 -1.03232887e-01
-2.25260567e-02 -1.35978373e-01]
[ -1.26831799e-01 -1.40426762e-01 -7.45316719e-02 -2.00424838e-02
4.16553812e-01 1.05743160e-01 1.01176392e-01 -1.72388224e-02
-1.81964698e-01 -2.27550889e-01]
[ -1.56972545e-01 4.36118012e-03 6.19163683e-02 2.17009197e-02
-1.72289853e-01 -2.19720223e-01 -1.77935935e-01 -1.97016874e-01
8.69521554e-02 1.74036760e-01]
[ -2.49510218e-01 -2.71458631e-01 1.08144596e-01 2.48852194e-01
-9.62501231e-02 -7.52764567e-02 8.30376903e-03 -2.57351865e-01
-2.37077194e-01 -4.00539265e-02]
[ 1.12483729e-01 -1.29264361e-01 -1.83035838e-02 1.26747195e-01
-3.46214177e-02 -8.95976095e-02 1.84563461e-01 3.95045403e-03
3.45737672e-02 1.79552389e-02]
[ 3.87114610e-02 -7.72304520e-02 -2.10558926e-01 1.52243891e-01
-4.19258022e-02 8.40753354e-02 -5.94593182e-02 -1.97432616e-02
-8.92375395e-02 -2.34371228e-03]
[ -1.16046290e-01 -5.64803102e-02 -2.00416588e-01 1.63191827e-01
-1.84806486e-02 1.31975858e-01 -3.13711195e-03 -2.49724067e-01
7.52325936e-02 -1.91954382e-01]
[ -7.21899453e-02 -4.55682197e-02 2.74353860e-01 9.44028196e-02
1.31877897e-01 -5.99533354e-02 -1.17908356e-01 1.20316024e-01
6.89456326e-02 2.91425453e-02]
[ 5.14250802e-02 -3.96383346e-02 8.56925484e-02 8.13877754e-02
7.87171586e-02 -1.51449040e-02 2.46025430e-01 1.20064468e-01
-3.46244390e-02 -7.12046171e-02]
[ 1.13738072e-02 -1.43676045e-01 -2.89536580e-01 -4.58800200e-02
1.66953510e-01 -9.29303867e-02 1.57572342e-01 1.64100671e-01
1.11962414e-01 -2.53680607e-02]
[ 4.52804700e-02 -2.39991971e-02 -1.18903153e-01 3.69588124e-02
-6.83192154e-02 3.24254555e-01 2.73758827e-01 2.04539899e-01
-1.66432752e-01 -6.79940499e-02]
[ 1.84671734e-05 -2.02695194e-02 1.21451933e-01 1.02022887e-01
5.63824077e-03 1.06572938e-01 -1.22311156e-01 -4.17715015e-02
2.09586483e-01 7.30308382e-02]
[ 1.09537593e-01 7.73965364e-02 -4.61031383e-02 -9.99479435e-02
-9.67396031e-02 -3.30003544e-01 1.12764395e-01 8.64930102e-03
1.42060810e-01 8.91616298e-02]
[ -1.01151641e-01 -7.87000464e-03 -1.61810637e-02 2.06882502e-02
1.32139579e-02 -2.03111414e-01 -8.16574050e-02 -2.00486178e-02
1.43105160e-02 1.25809281e-01]
[ -1.48482369e-01 -8.91659600e-02 -1.98856591e-01 -7.84966050e-03
-2.63141345e-01 -3.38692462e-03 1.06901756e-02 -2.40583435e-02
4.38620225e-05 5.64210514e-02]
[ -3.16088177e-02 -8.94074736e-02 -7.53400972e-02 -1.29497187e-01
5.39201275e-01 2.76659247e-01 5.61419834e-01 1.12890183e-01
-1.83529908e-01 -3.78459226e-01]
[ -1.59311070e-02 -3.82286213e-01 -2.98225334e-02 -7.26134161e-02
6.59000265e-01 1.00733759e-01 5.17480291e-01 9.14771508e-02
2.98338610e-02 -3.82440777e-01]
[ 1.05046639e-02 -4.40479927e-01 -4.34251385e-02 -1.08278294e-01
6.79259720e-01 2.38980803e-02 4.89992753e-01 4.86665868e-02
-3.64249149e-01 -2.19364597e-01]
[ -1.67026990e-01 -5.80231052e-01 -8.18176330e-03 -1.99623465e-01
7.57365823e-01 -9.17491555e-02 6.08755029e-01 -8.24838901e-02
-6.49203531e-02 8.58718848e-02]
[ -2.89040025e-01 -3.88384509e-01 5.71577714e-02 -4.32903858e-02
9.07135747e-01 1.41026967e-01 4.06879207e-01 4.79568600e-02
-8.57153311e-02 -1.32051855e-01]
[ -2.02882321e-01 -2.95262286e-01 2.51756510e-01 -2.41868316e-01
6.59814025e-01 -4.47791067e-02 6.79332744e-01 1.32208756e-02
-2.55848088e-01 -2.71434459e-02]
[ -1.30565315e-01 -2.22939453e-01 -1.81075520e-01 -1.02759345e-01
4.92682017e-01 -2.29718960e-01 1.78770488e-01 1.68958540e-01
-1.04544155e-02 -1.20553721e-01]
[ 1.15020284e-01 2.50370814e-01 1.65666902e-01 -8.56045714e-02
-9.57474874e-02 4.82725349e-02 -1.57399747e-01 2.83587814e-01
7.91719580e-02 1.82704309e-01]
[ 3.47004395e-01 3.11562532e-01 -8.44977038e-02 3.09779159e-01
-8.72876275e-01 -2.86491431e-01 -4.68813498e-01 1.77190918e-01
3.79310393e-01 -3.78146399e-02]
[ 4.49758755e-02 1.32579733e-01 2.52087362e-01 2.47257289e-01
-5.04717090e-02 -1.95069028e-01 -1.73126592e-01 -1.33156722e-01
-1.41895794e-01 -2.91580040e-01]
[ 2.26904134e-02 -6.36158973e-02 -1.18694085e-01 -5.53494181e-02
2.45543247e-01 4.12410764e-02 -3.38629163e-03 -1.84593215e-01
3.31777441e-02 2.06890387e-01]
[ 1.34092646e-03 -5.26878800e-02 -6.66675588e-02 -5.06915672e-02
-2.02546657e-02 -1.77049394e-01 8.69689736e-02 1.01135600e-02
3.73593280e-02 6.02057011e-03]
[ 2.79352263e-02 6.80883126e-02 2.43780548e-01 7.24896847e-02
-2.23810980e-01 -1.34295827e-01 1.14275288e-01 3.95382032e-02
-1.86870543e-01 1.06079945e-01]
[ 7.50724855e-02 3.92425822e-02 1.09230271e-01 1.25209205e-02
-2.53705205e-01 6.74264932e-02 5.77390441e-02 -2.70425361e-01
-1.32873931e-02 -8.39022022e-02]
[ -7.19453823e-03 1.01693952e-01 8.63557581e-02 -2.38679610e-02
-5.77243243e-02 1.79043550e-01 8.88437743e-02 1.18871731e-01
-1.68307975e-02 1.79009394e-01]
[ 2.15275073e-01 5.42015701e-02 2.61557235e-02 7.31916512e-02
6.59893047e-02 -2.06416972e-02 -1.48547418e-01 1.47867492e-01
-6.06279371e-02 -2.75421908e-02]
[ 4.26137193e-02 -1.05859579e-02 1.71125650e-02 4.16750108e-02
-4.09673883e-01 -1.23047903e-01 -2.04658650e-01 4.12811567e-02
1.19861601e-01 1.94115962e-01]
[ 4.23232139e-02 5.10940969e-01 1.21146559e-01 4.11047288e-01
-1.09505953e+00 -3.03586695e-01 -6.02241410e-01 -7.26934432e-02
2.84725501e-01 3.27499198e-01]
[ 1.84215195e-01 5.15923904e-01 6.80248478e-02 4.30653603e-01
-9.03467443e-01 -8.61354787e-02 -4.56605619e-01 1.51631533e-01
2.14271595e-01 4.92134571e-01]
[ 2.55788834e-01 3.00026127e-01 2.45893687e-01 1.45196462e-01
-4.12132163e-01 8.09486124e-02 -2.09021578e-01 1.62583585e-01
2.37597984e-01 7.56677585e-02]
[ -7.25087001e-02 2.21832486e-01 2.42240090e-01 1.83994492e-02
-4.16328483e-02 1.30257720e-01 -1.01338363e-01 -1.49962657e-02
-3.14587754e-02 5.22810652e-02]
[ -9.40963042e-02 3.52248357e-03 2.67992574e-02 9.94543489e-02
-6.82973368e-02 1.14184367e-01 2.45012767e-01 2.06231131e-02
-2.69915274e-01 -8.72218179e-02]
[ -2.20976548e-01 -2.76483586e-02 -9.36192432e-02 -3.45374336e-01
1.85844640e-01 1.20012355e-01 1.06138554e-01 1.03366556e-01
-2.08369671e-01 3.08111777e-02]
[ 1.03024568e-02 -3.83060127e-01 -1.27409124e-01 -1.61987353e-01
3.73902573e-01 2.61149154e-02 1.79622048e-01 1.52516405e-01
-1.65474272e-01 -2.21727987e-01]
[ 1.33464473e-01 -2.07725741e-01 -1.45528835e-01 -5.47017218e-03
8.82071694e-02 -5.56762792e-02 4.64212719e-02 -1.50544121e-01
1.28709204e-01 -1.27994044e-01]
[ -1.18193597e-01 9.74981726e-02 2.61632112e-01 -1.30651652e-02
1.62201468e-01 8.33876511e-02 2.47653909e-02 -2.97976294e-01
-1.15266936e-01 -6.05646926e-02]
[ -3.52746663e-01 4.05071480e-02 1.14067553e-02 -3.44963886e-02
1.73947172e-01 -1.70922518e-01 3.64791275e-03 2.34216065e-01
-9.31823756e-02 6.93275081e-02]
[ 1.46208642e-01 4.89330507e-02 -2.35449529e-01 -8.65237946e-02
1.17848168e-01 -2.95790149e-01 4.90724736e-02 -1.67908926e-01
-6.56384789e-04 -1.90091435e-01]
[ 2.08132068e-01 -1.76025891e-01 6.21019903e-02 -2.81495173e-02
1.06874269e-01 -3.29828185e-02 2.79797255e-02 -1.37187151e-01
1.08702401e-01 -1.84973009e-01]
[ -1.08272636e-01 -6.86616105e-02 1.19756457e-01 1.04057164e-01
5.77983771e-02 -1.11800517e-01 2.60578910e-01 -7.80802925e-02
1.80444691e-01 -8.84605847e-03]
[ -5.04217279e-04 -1.78111468e-01 2.02560067e-01 -2.42281346e-01
-1.45990867e-02 1.14439698e-01 6.14859493e-02 -1.16193392e-01
2.48852877e-02 2.24477826e-01]]
[[ 0.60866424]
[ 1.56139397]
[ 0.26982566]
[ 0.86650069]
[-2.67157595]
[-0.26610532]
[-1.59640141]
[ 0.05555927]
[ 0.68179872]
[ 0.8931278 ]]
Progress: 30.4% ... Training loss: 0.286 ... Validation loss: 0.453[[ 1.61663366e-01 2.02653018e-01 -1.06843080e-01 1.08236920e-01
-5.18325658e-01 -7.15081705e-02 -5.07641290e-02 1.22441592e-01
-6.21409617e-02 1.84606118e-01]
[ 1.55800588e-02 1.59736127e-01 -1.88808884e-02 4.59889575e-02
8.64142778e-02 -6.87833394e-03 3.05751260e-01 4.14265071e-02
1.42438769e-01 -2.62649230e-02]
[ 1.81303464e-01 6.10571801e-01 1.25028711e-02 -1.22252492e-02
3.58866986e-01 -2.80825886e-02 -6.80899137e-01 -3.91035915e-02
5.90556864e-02 2.78361032e-01]
[ 2.02450855e-04 -3.21895966e-01 -2.22801019e-01 7.97185276e-02
-1.75553141e-02 1.51887904e-01 1.49116293e-01 5.80785208e-02
5.26850043e-02 1.85138012e-01]
[ -1.49816371e-02 1.23895804e-01 -1.47506975e-01 3.92526247e-02
5.55466787e-02 -1.79869322e-01 5.87060150e-02 -1.18922549e-01
-1.89423648e-01 -1.99392154e-02]
[ -3.65732570e-01 -5.22708822e-01 -2.89908528e-01 1.71191878e-01
6.68325518e-02 3.83742205e-02 2.10469575e-01 -3.60867031e-02
-4.31403267e-03 1.13521342e-02]
[ -9.08877446e-03 -2.11615225e-01 7.31909691e-03 8.22370148e-02
1.67973998e-02 -6.92816203e-02 1.86971145e-01 -1.91078356e-01
1.85150683e-01 2.21146620e-02]
[ 1.13853643e-01 -2.38837272e-01 3.52198382e-02 -6.62815578e-02
8.08895291e-02 -4.82822280e-02 7.49991198e-02 1.20619368e-01
8.18523799e-02 -2.25716635e-02]
[ -1.77579370e-01 -1.27787714e-01 -3.05878054e-01 -2.84713019e-02
1.37184917e-02 7.13471689e-02 -1.59017919e-01 -2.92483299e-02
2.55873377e-01 -1.37855373e-01]
[ 7.13526551e-02 -3.34554662e-01 9.67012462e-02 5.32411410e-02
-1.41819914e-02 -1.23202055e-01 1.27968389e-01 -1.01336100e-01
3.68951436e-02 1.29103287e-01]
[ -8.85838137e-02 -2.77388385e-02 -2.43618836e-03 -1.56559016e-01
3.93423828e-02 2.22078031e-02 1.69206949e-01 -1.03198532e-01
-2.21461124e-02 -1.35596457e-01]
[ -1.27500045e-01 -1.42401294e-01 -7.48051630e-02 -2.09405919e-02
4.19138807e-01 1.05979010e-01 1.03103796e-01 -1.72945906e-02
-1.82718161e-01 -2.28367477e-01]
[ -1.56972545e-01 4.36118012e-03 6.19163683e-02 2.17009197e-02
-1.72289853e-01 -2.19720223e-01 -1.77935935e-01 -1.97016874e-01
8.69521554e-02 1.74036760e-01]
[ -2.49484110e-01 -2.71361394e-01 1.08218742e-01 2.49143194e-01
-9.78833089e-02 -7.53672493e-02 8.47793692e-03 -2.57335096e-01
-2.36930703e-01 -3.98236592e-02]
[ 1.11691062e-01 -1.31357418e-01 -1.86748085e-02 1.25768906e-01
-3.16530444e-02 -8.93095310e-02 1.86574874e-01 3.87726425e-03
3.36787945e-02 1.67803015e-02]
[ 3.81919928e-02 -7.84192041e-02 -2.10809138e-01 1.51476649e-01
-3.96805346e-02 8.42954690e-02 -5.82580247e-02 -1.97881899e-02
-8.98229735e-02 -3.09127807e-03]
[ -1.16357288e-01 -5.69690612e-02 -2.00558611e-01 1.62756948e-01
-1.70931742e-02 1.32126352e-01 -2.66515229e-03 -2.49752206e-01
7.48937435e-02 -1.92371173e-01]
[ -7.24916273e-02 -4.62635296e-02 2.74221809e-01 9.39685486e-02
1.33097037e-01 -5.98135644e-02 -1.17025689e-01 1.20289737e-01
6.86064228e-02 2.86448568e-02]
[ 5.21664839e-02 -3.79624473e-02 8.59882009e-02 8.23133533e-02
7.60261689e-02 -1.54048868e-02 2.44155763e-01 1.20131578e-01
-3.38498677e-02 -7.02939720e-02]
[ 1.30999948e-02 -1.39222623e-01 -2.88700171e-01 -4.31949855e-02
1.59545813e-01 -9.37307711e-02 1.53139300e-01 1.64276379e-01
1.14042547e-01 -2.26955799e-02]
[ 4.47291016e-02 -2.51774150e-02 -1.19138464e-01 3.61692681e-02
-6.58665167e-02 3.24501067e-01 2.74920700e-01 2.04487986e-01
-1.67058077e-01 -6.87423897e-02]
[ 7.32890620e-05 -2.02435377e-02 1.21474884e-01 1.02097642e-01
5.56004164e-03 1.06552815e-01 -1.22302953e-01 -4.17698203e-02
2.09595893e-01 7.30140208e-02]
[ 1.09436084e-01 7.71378555e-02 -4.61239199e-02 -1.00095520e-01
-9.62686666e-02 -3.29978700e-01 1.13051808e-01 8.63999044e-03
1.41943986e-01 8.90163896e-02]
[ -1.00968417e-01 -7.58904366e-03 -1.60930211e-02 2.09793678e-02
1.23641616e-02 -2.03200050e-01 -8.18966833e-02 -2.00298896e-02
1.45376124e-02 1.26089928e-01]
[ -1.48686955e-01 -8.97107837e-02 -1.98947584e-01 -8.13203628e-03
-2.62730272e-01 -3.30156129e-03 1.13368734e-02 -2.40763183e-02
-1.51406671e-04 5.61414218e-02]
[ -3.15708154e-02 -8.92461902e-02 -7.53185227e-02 -1.29415218e-01
5.39262370e-01 2.76634256e-01 5.61236411e-01 1.12895647e-01
-1.83468746e-01 -3.78377384e-01]
[ -1.57411469e-02 -3.82036010e-01 -2.97386860e-02 -7.23265860e-02
6.58297795e-01 1.00645717e-01 5.17120939e-01 9.14955046e-02
3.00487253e-02 -3.82177068e-01]
[ 1.04932703e-02 -4.40527728e-01 -4.34304248e-02 -1.08290030e-01
6.79256089e-01 2.39030519e-02 4.90031177e-01 4.86653967e-02
-3.64262918e-01 -2.19377722e-01]
[ -1.67113668e-01 -5.80367445e-01 -8.22417737e-03 -1.99748419e-01
7.57835846e-01 -9.17086779e-02 6.08921226e-01 -8.24923969e-02
-6.50167336e-02 8.57615167e-02]
[ -2.88839416e-01 -3.88187931e-01 5.73003338e-02 -4.28366786e-02
9.05659428e-01 1.40879429e-01 4.06702638e-01 4.79860723e-02
-8.53941792e-02 -1.31625921e-01]
[ -2.02989662e-01 -2.95517303e-01 2.51711634e-01 -2.42010001e-01
6.60260120e-01 -4.47386228e-02 6.79488805e-01 1.32127946e-02
-2.55952118e-01 -2.72759389e-02]
[ -1.30590936e-01 -2.22971921e-01 -1.81082199e-01 -1.02772188e-01
4.92720121e-01 -2.29714088e-01 1.78826723e-01 1.68957868e-01
-1.04607002e-02 -1.20568284e-01]
[ 1.15548289e-01 2.51775976e-01 1.65906390e-01 -8.48209310e-02
-9.80780283e-02 4.80398801e-02 -1.58835266e-01 2.83634348e-01
7.97573858e-02 1.83413319e-01]
[ 3.46791358e-01 3.11574635e-01 -8.45525692e-02 3.09546050e-01
-8.72635161e-01 -2.86431135e-01 -4.68336865e-01 1.77174959e-01
3.79069791e-01 -3.81013247e-02]
[ 4.46000133e-02 1.31848192e-01 2.51920737e-01 2.46726211e-01
-4.88324245e-02 -1.94904975e-01 -1.72252443e-01 -1.33191914e-01
-1.42326408e-01 -2.92150092e-01]
[ 2.25156038e-02 -6.40858784e-02 -1.18778937e-01 -5.56228651e-02
2.46311135e-01 4.13216799e-02 -2.92650213e-03 -1.84610956e-01
3.29703959e-02 2.06614190e-01]
[ 2.47900979e-03 -4.96656828e-02 -6.61738411e-02 -4.90253799e-02
-2.54022556e-02 -1.77547991e-01 8.40154178e-02 1.02179613e-02
3.86549832e-02 7.66808684e-03]
[ 2.84262167e-02 6.92409330e-02 2.44006475e-01 7.32205031e-02
-2.26050946e-01 -1.34520229e-01 1.13091629e-01 3.95879309e-02
-1.86277046e-01 1.06793835e-01]
[ 7.46754182e-02 3.82987019e-02 1.09049690e-01 1.19344396e-02
-2.51947551e-01 6.75971950e-02 5.86873655e-02 -2.70462629e-01
-1.37461613e-02 -8.44899780e-02]
[ -7.35123384e-03 1.01447656e-01 8.63049203e-02 -2.41216164e-02
-5.68151700e-02 1.79113597e-01 8.92206494e-02 1.18857367e-01
-1.69993247e-02 1.78737935e-01]
[ 2.14892956e-01 5.32521997e-02 2.59746812e-02 7.25794206e-02
6.77790996e-02 -2.04654110e-02 -1.47592772e-01 1.47828973e-01
-6.10935840e-02 -2.81642419e-02]
[ 4.24243879e-02 -1.10020611e-02 1.70277603e-02 4.14045921e-02
-4.08837065e-01 -1.22970012e-01 -2.04181569e-01 4.12645778e-02
1.19621223e-01 1.93822366e-01]
[ 4.28463209e-02 5.11522523e-01 1.21344504e-01 4.11731161e-01
-1.09716595e+00 -3.03761198e-01 -6.03151081e-01 -7.26420106e-02
2.85289805e-01 3.28161039e-01]
[ 1.83470154e-01 5.14169312e-01 6.76889361e-02 4.29717757e-01
-9.00859021e-01 -8.58341506e-02 -4.54806306e-01 1.51564250e-01
2.13465218e-01 4.91106876e-01]
[ 2.56126380e-01 3.01134504e-01 2.46091389e-01 1.45778245e-01
-4.14008645e-01 8.07840189e-02 -2.10084036e-01 1.62620719e-01
2.38037711e-01 7.62836120e-02]
[ -7.25768106e-02 2.21697512e-01 2.42212539e-01 1.83050898e-02
-4.13423160e-02 1.30287109e-01 -1.01170840e-01 -1.50022182e-02
-3.15354469e-02 5.21916050e-02]
[ -9.44945303e-02 2.34607417e-03 2.66004090e-02 9.88758255e-02
-6.65580160e-02 1.14360531e-01 2.46211474e-01 2.05856740e-02
-2.70399352e-01 -8.78081151e-02]
[ -2.21070538e-01 -2.79789014e-02 -9.36500378e-02 -3.45448779e-01
1.86172472e-01 1.20032453e-01 1.06389672e-01 1.03363666e-01
-2.08426984e-01 3.07429689e-02]
[ 1.02309427e-02 -3.83238940e-01 -1.27441316e-01 -1.62088047e-01
3.74357950e-01 2.61478515e-02 1.79788880e-01 1.52510034e-01
-1.65551455e-01 -2.21830526e-01]
[ 1.34240567e-01 -2.05778831e-01 -1.45185067e-01 -4.28963004e-03
8.47934614e-02 -5.60236182e-02 4.45164340e-02 -1.50469883e-01
1.29596672e-01 -1.26810434e-01]
[ -1.18681915e-01 9.66328155e-02 2.61451819e-01 -1.36896256e-02
1.64309743e-01 8.35869125e-02 2.58873509e-02 -2.98015906e-01
-1.15796471e-01 -6.12668481e-02]
[ -3.52245122e-01 4.15376289e-02 1.15841270e-02 -3.38241474e-02
1.71861760e-01 -1.71140080e-01 2.35672244e-03 2.34258764e-01
-9.26766930e-02 6.98861508e-02]
[ 1.45994183e-01 4.81417055e-02 -2.35544984e-01 -8.68753170e-02
1.19285289e-01 -2.95705265e-01 4.96930908e-02 -1.67930422e-01
-8.99671275e-04 -1.90416785e-01]
[ 2.08243174e-01 -1.75945346e-01 6.22170179e-02 -2.78179314e-02
1.05871182e-01 -3.30502359e-02 2.79938138e-02 -1.37163197e-01
1.08954880e-01 -1.84715497e-01]
[ -1.08671320e-01 -7.00326091e-02 1.19589914e-01 1.03643762e-01
5.90937288e-02 -1.11670325e-01 2.61776777e-01 -7.81082435e-02
1.80018770e-01 -9.33535305e-03]
[ -8.42031552e-04 -1.78055808e-01 2.02440795e-01 -2.42643026e-01
-1.44425315e-02 1.14552957e-01 6.20311442e-02 -1.16216970e-01
2.45802159e-02 2.24061891e-01]]
[[ 0.61130249]
[ 1.56435456]
[ 0.27029166]
[ 0.86659576]
[-2.6680909 ]
[-0.26654714]
[-1.59763243]
[ 0.0578974 ]
[ 0.68399535]
[ 0.89590656]]
Progress: 30.4% ... Training loss: 0.286 ... Validation loss: 0.451[[ 1.62592443e-01 2.04692033e-01 -1.06425137e-01 1.09342980e-01
-5.20793316e-01 -7.18637279e-02 -5.27417378e-02 1.22528406e-01
-6.11087585e-02 1.85531912e-01]
[ 1.59704804e-02 1.60654850e-01 -1.87076767e-02 4.65325511e-02
8.49642441e-02 -7.04866565e-03 3.04732798e-01 4.14637527e-02
1.42846210e-01 -2.56887788e-02]
[ 1.82169314e-01 6.13117040e-01 1.29166595e-02 -1.11327388e-02
3.55152990e-01 -2.84420602e-02 -6.83362258e-01 -3.90111078e-02
5.99703547e-02 2.79095656e-01]
[ -2.81391331e-04 -3.24360979e-01 -2.22985348e-01 7.93151577e-02
-1.59641481e-02 1.52000620e-01 1.51106715e-01 5.80598186e-02
5.23144228e-02 1.84657499e-01]
[ -1.22929892e-02 1.30168523e-01 -1.46395500e-01 4.31215771e-02
4.34699341e-02 -1.80901735e-01 5.23728782e-02 -1.18691871e-01
-1.86557071e-01 -1.64655570e-02]
[ -3.66193587e-01 -5.23944907e-01 -2.90112547e-01 1.70580402e-01
6.77921130e-02 3.85685949e-02 2.11920104e-01 -3.61283288e-02
-4.77626137e-03 1.07384390e-02]
[ -7.41458100e-03 -2.08131657e-01 8.02000663e-03 8.45158509e-02
1.08740072e-02 -6.99715893e-02 1.83582765e-01 -1.90924155e-01
1.86988667e-01 2.44069101e-02]
[ 1.15172471e-01 -2.35586806e-01 3.58382809e-02 -6.43357617e-02
7.45002084e-02 -4.88481568e-02 7.18843073e-02 1.20757453e-01
8.33818252e-02 -2.09126794e-02]
[ -1.78540329e-01 -1.30188725e-01 -3.06274320e-01 -2.97667678e-02
1.74209558e-02 7.17566844e-02 -1.56747794e-01 -2.93406159e-02
2.54927967e-01 -1.39167149e-01]
[ 7.14276976e-02 -3.34042009e-01 9.67164891e-02 5.31714370e-02
-1.53854379e-02 -1.23145825e-01 1.28241685e-01 -1.01339281e-01
3.70916256e-02 1.28751564e-01]
[ -8.74823356e-02 -2.53734147e-02 -1.91704489e-03 -1.54801651e-01
3.45494463e-02 2.16741283e-02 1.66488135e-01 -1.03080376e-01
-2.08824849e-02 -1.33836733e-01]
[ -1.27105521e-01 -1.42182433e-01 -7.46204823e-02 -2.03105623e-02
4.17484502e-01 1.05804447e-01 1.02766776e-01 -1.72511907e-02
-1.82218479e-01 -2.27749717e-01]
[ -1.56972545e-01 4.36118012e-03 6.19163683e-02 2.17009197e-02
-1.72289853e-01 -2.19720223e-01 -1.77935935e-01 -1.97016874e-01
8.69521554e-02 1.74036760e-01]
[ -2.49233619e-01 -2.71052839e-01 1.08332921e-01 2.49508469e-01
-9.90236421e-02 -7.54873549e-02 7.96397812e-03 -2.57309051e-01
-2.36627847e-01 -3.94343602e-02]
[ 1.11324891e-01 -1.31915280e-01 -1.88303205e-02 1.25312844e-01
-3.07982746e-02 -8.91459348e-02 1.87438045e-01 3.84190858e-03
3.32809508e-02 1.62031667e-02]
[ 3.87785542e-02 -7.73847004e-02 -2.10550847e-01 1.52200938e-01
-4.13411699e-02 8.40347973e-02 -5.95547752e-02 -1.97289715e-02
-8.91623243e-02 -2.31889370e-03]
[ -1.14752039e-01 -5.34688541e-02 -1.99834324e-01 1.65067828e-01
-2.33759738e-02 1.31444825e-01 -6.10003893e-03 -2.49600417e-01
7.66880707e-02 -1.89999453e-01]
[ -7.22821269e-02 -4.57111267e-02 2.74283539e-01 9.42466435e-02
1.32284129e-01 -5.99024817e-02 -1.17517088e-01 1.20306359e-01
6.88199118e-02 2.88861588e-02]
[ 5.19221284e-02 -3.87033498e-02 8.58633097e-02 8.19821755e-02
7.70933625e-02 -1.52896426e-02 2.44911126e-01 1.20109685e-01
-3.40794645e-02 -7.06140123e-02]
[ 1.37517032e-02 -1.38088786e-01 -2.88440537e-01 -4.23698812e-02
1.56800576e-01 -9.39628759e-02 1.51909299e-01 1.64335714e-01
1.14694847e-01 -2.20716844e-02]
[ 4.49101263e-02 -2.43101394e-02 -1.19021085e-01 3.64844826e-02
-6.70555897e-02 3.24400209e-01 2.74143751e-01 2.04512335e-01
-1.66783068e-01 -6.84996371e-02]
[ 1.64507543e-04 -1.99111281e-02 1.21530692e-01 1.02273268e-01
5.07630650e-03 1.06502545e-01 -1.22473925e-01 -4.17581626e-02
2.09722372e-01 7.31663603e-02]
[ 1.09284320e-01 7.67197990e-02 -4.61729141e-02 -1.00302510e-01
-9.56274064e-02 -3.29903325e-01 1.13358438e-01 8.62276294e-03
1.41769815e-01 8.88301684e-02]
[ -1.01556368e-01 -9.12699149e-03 -1.63443227e-02 2.02030825e-02
1.44852384e-02 -2.02961969e-01 -8.04277445e-02 -2.00840601e-02
1.39854903e-02 1.25271488e-01]
[ -1.49341422e-01 -9.10882683e-02 -1.99239124e-01 -9.03831470e-03
-2.60750541e-01 -3.01141212e-03 1.30751484e-02 -2.41383141e-02
-8.62991803e-04 5.52753272e-02]
[ -3.11806362e-02 -8.87261566e-02 -7.51513498e-02 -1.28837062e-01
5.37511493e-01 2.76467401e-01 5.60693269e-01 1.12935216e-01
-1.83007265e-01 -3.77821150e-01]
[ -1.61700382e-02 -3.83563129e-01 -2.99521593e-02 -7.30202819e-02
6.59957508e-01 1.00853640e-01 5.18747521e-01 9.14482277e-02
2.95187853e-02 -3.82959703e-01]
[ 1.05074658e-02 -4.40494606e-01 -4.34238899e-02 -1.08269594e-01
6.79224482e-01 2.38965792e-02 4.89995652e-01 4.86667915e-02
-3.64246618e-01 -2.19354831e-01]
[ -1.67067215e-01 -5.80362602e-01 -8.20171664e-03 -1.99674419e-01
7.57720948e-01 -9.17332328e-02 6.08824878e-01 -8.24875670e-02
-6.49663604e-02 8.58331599e-02]
[ -2.88735135e-01 -3.88032328e-01 5.73527233e-02 -4.26681186e-02
9.05200281e-01 1.40829580e-01 4.06549946e-01 4.79968582e-02
-8.52673399e-02 -1.31459920e-01]
[ -2.02871305e-01 -2.95500405e-01 2.51769780e-01 -2.41828088e-01
6.59953595e-01 -4.47814048e-02 6.79371209e-01 1.32252167e-02
-2.55812604e-01 -2.70780292e-02]
[ -1.30523245e-01 -2.22906624e-01 -1.81060425e-01 -1.02676065e-01
4.92412455e-01 -2.29744250e-01 1.78764411e-01 1.68964282e-01
-1.03851620e-02 -1.20465858e-01]
[ 1.15193685e-01 2.50788295e-01 1.65732651e-01 -8.53590190e-02
-9.63841160e-02 4.82074946e-02 -1.57822811e-01 2.83599609e-01
7.94002353e-02 1.82915433e-01]
[ 3.47202205e-01 3.13108429e-01 -8.43633170e-02 3.10153785e-01
-8.74364095e-01 -2.86619761e-01 -4.69761414e-01 1.77215824e-01
3.79513117e-01 -3.74705958e-02]
[ 4.41202513e-02 1.30666350e-01 2.51715554e-01 2.46044569e-01
-4.67235077e-02 -1.94697973e-01 -1.71001321e-01 -1.33237059e-01
-1.42859354e-01 -2.92860305e-01]
[ 2.28485510e-02 -6.31971782e-02 -1.18630959e-01 -5.51257830e-02
2.44858391e-01 4.11671307e-02 -3.82832707e-03 -1.84578598e-01
3.33580828e-02 2.07031973e-01]
[ 2.54253243e-03 -4.95012699e-02 -6.61468455e-02 -4.89399206e-02
-2.56486169e-02 -1.77576949e-01 8.37869837e-02 1.02240681e-02
3.87108119e-02 7.76507965e-03]
[ 2.86647391e-02 6.99898725e-02 2.44093062e-01 7.35434695e-02
-2.26821592e-01 -1.34594743e-01 1.12372784e-01 3.96022332e-02
-1.86038384e-01 1.07124734e-01]
[ 7.40185356e-02 3.68498627e-02 1.08756029e-01 1.09069763e-02
-2.49189343e-01 6.79212053e-02 6.02886013e-02 -2.70526405e-01
-1.45441290e-02 -8.55417070e-02]
[ -7.74867694e-03 1.00555850e-01 8.61387748e-02 -2.47058195e-02
-5.50027612e-02 1.79296088e-01 9.02247295e-02 1.18817223e-01
-1.74627596e-02 1.78166539e-01]
[ 2.15101169e-01 5.37779263e-02 2.60656056e-02 7.28756635e-02
6.68677986e-02 -2.05564628e-02 -1.48138505e-01 1.47847824e-01
-6.08742006e-02 -2.78990562e-02]
[ 4.29060207e-02 -9.67219649e-03 1.72547797e-02 4.21406037e-02
-4.11087421e-01 -1.23190453e-01 -2.05260773e-01 4.13136799e-02
1.20158350e-01 1.94523991e-01]
[ 4.27315969e-02 5.11266811e-01 1.21296520e-01 4.11569850e-01
-1.09670980e+00 -3.03715615e-01 -6.02984836e-01 -7.26523156e-02
2.85182324e-01 3.28031429e-01]
[ 1.84065305e-01 5.15266444e-01 6.79860164e-02 4.30549521e-01
-9.03843833e-01 -8.60869763e-02 -4.55826009e-01 1.51626615e-01
2.14266095e-01 4.91796889e-01]
[ 2.56867559e-01 3.03075842e-01 2.46424154e-01 1.46913266e-01
-4.17632773e-01 8.04330739e-02 -2.11997608e-01 1.62696861e-01
2.38916847e-01 7.74087709e-02]
[ -7.26528997e-02 2.21467303e-01 2.42169448e-01 1.81885032e-02
-4.10481398e-02 1.30320938e-01 -1.00980583e-01 -1.50100645e-02
-3.16011315e-02 5.20810937e-02]
[ -9.45635566e-02 2.25487517e-03 2.65684889e-02 9.87981112e-02
-6.63161880e-02 1.14390134e-01 2.46347121e-01 2.05792204e-02
-2.70471577e-01 -8.79051992e-02]
[ -2.20923209e-01 -2.76581444e-02 -9.35656556e-02 -3.45177939e-01
1.85344996e-01 1.19948150e-01 1.05941775e-01 1.03382381e-01
-2.08203513e-01 3.10266368e-02]
[ 1.04189094e-02 -3.82874057e-01 -1.27358513e-01 -1.61791961e-01
3.73449431e-01 2.60646793e-02 1.79306095e-01 1.52529873e-01
-1.65320377e-01 -2.21512859e-01]
[ 1.33737362e-01 -2.06869831e-01 -1.45428017e-01 -5.03622994e-03
8.70662938e-02 -5.57637445e-02 4.59944898e-02 -1.50522786e-01
1.29052994e-01 -1.27574500e-01]
[ -1.18077569e-01 9.79905368e-02 2.61739072e-01 -1.28542069e-02
1.62243856e-01 8.33099515e-02 2.43122773e-02 -2.97950847e-01
-1.15114670e-01 -6.03450847e-02]
[ -3.51767638e-01 4.24221790e-02 1.18052193e-02 -3.31604977e-02
1.69798299e-01 -1.71312316e-01 1.35086716e-03 2.34302863e-01
-9.21328868e-02 7.02907001e-02]
[ 1.45537631e-01 4.70595089e-02 -2.35753186e-01 -8.75246462e-02
1.21062603e-01 -2.95513620e-01 5.07690296e-02 -1.67972521e-01
-1.39201397e-03 -1.91077663e-01]
[ 2.08829955e-01 -1.75052898e-01 6.24778672e-02 -2.69664148e-02
1.03405164e-01 -3.33336080e-02 2.70342315e-02 -1.37100782e-01
1.09626593e-01 -1.83874977e-01]
[ -1.08220902e-01 -6.92398190e-02 1.19807824e-01 1.04298599e-01
5.73203246e-02 -1.11884650e-01 2.60954690e-01 -7.80608876e-02
1.80562749e-01 -8.73687338e-03]
[ -4.30258526e-04 -1.76713182e-01 2.02623909e-01 -2.41934828e-01
-1.77745959e-02 1.14396325e-01 6.10572093e-02 -1.16182523e-01
2.51347287e-02 2.24747284e-01]]
[[ 0.61805503]
[ 1.57209988]
[ 0.27627125]
[ 0.87347825]
[-2.66224532]
[-0.26122251]
[-1.59210698]
[ 0.06315542]
[ 0.68996022]
[ 0.90238957]]
Progress: 30.5% ... Training loss: 0.286 ... Validation loss: 0.448[[ 1.65151128e-01 2.10886757e-01 -1.05324750e-01 1.12732961e-01
-5.29970134e-01 -7.29502500e-02 -5.89233245e-02 1.22790778e-01
-5.82624249e-02 1.88827040e-01]
[ 1.60888934e-02 1.60949675e-01 -1.86510551e-02 4.67265437e-02
8.44867393e-02 -7.10627186e-03 3.04433314e-01 4.14775116e-02
1.42986899e-01 -2.55149914e-02]
[ 1.82218102e-01 6.14168708e-01 1.28287010e-02 -1.18897892e-02
3.58497038e-01 -2.83028872e-02 -6.84923724e-01 -3.90387957e-02
5.97878821e-02 2.78422449e-01]
[ 1.40499673e-03 -3.20523883e-01 -2.22302569e-01 8.18711706e-02
-2.30614287e-02 1.51269397e-01 1.46787607e-01 5.82465071e-02
5.45124276e-02 1.87385816e-01]
[ -9.12835060e-03 1.38207709e-01 -1.44895278e-01 4.77599706e-02
2.96800857e-02 -1.82297196e-01 4.46764779e-02 -1.18358050e-01
-1.83180302e-01 -1.22674932e-02]
[ -3.65673264e-01 -5.23325967e-01 -2.89852675e-01 1.71555960e-01
6.44613775e-02 3.82943427e-02 2.11532012e-01 -3.60633690e-02
-4.13744461e-03 1.14819565e-02]
[ -7.52735889e-03 -2.08198878e-01 8.00563188e-03 8.41974511e-02
1.21217597e-02 -6.99094919e-02 1.83876068e-01 -1.90935461e-01
1.86846857e-01 2.39306145e-02]
[ 1.16257932e-01 -2.33145669e-01 3.62833423e-02 -6.29476144e-02
7.07756000e-02 -4.92983410e-02 6.92042022e-02 1.20871043e-01
8.45901277e-02 -1.95431481e-02]
[ -1.78577758e-01 -1.30359685e-01 -3.06281185e-01 -2.97892100e-02
1.73485307e-02 7.17603172e-02 -1.56603184e-01 -2.93448245e-02
2.54949092e-01 -1.39197592e-01]
[ 7.01894542e-02 -3.37271007e-01 9.61795829e-02 5.12379454e-02
-1.00330950e-02 -1.22605803e-01 1.31825512e-01 -1.01471696e-01
3.57293227e-02 1.26408175e-01]
[ -8.58329897e-02 -2.14339951e-02 -1.12922716e-03 -1.52446698e-01
2.79101520e-02 2.09500527e-02 1.62621114e-01 -1.02900901e-01
-1.90457696e-02 -1.31458576e-01]
[ -1.26061045e-01 -1.40070957e-01 -7.41877006e-02 -1.87091603e-02
4.12891437e-01 1.05329794e-01 1.00419684e-01 -1.71352155e-02
-1.80966457e-01 -2.26178175e-01]
[ -1.56972545e-01 4.36118012e-03 6.19163683e-02 2.17009197e-02
-1.72289853e-01 -2.19720223e-01 -1.77935935e-01 -1.97016874e-01
8.69521554e-02 1.74036760e-01]
[ -2.49182219e-01 -2.71004086e-01 1.08383832e-01 2.49725823e-01
-1.00122448e-01 -7.55380425e-02 8.19437520e-03 -2.57298368e-01
-2.36549362e-01 -3.93705138e-02]
[ 1.11553384e-01 -1.32002110e-01 -1.87425261e-02 1.25717821e-01
-3.20556793e-02 -8.92643066e-02 1.87414178e-01 3.87084929e-03
3.35821282e-02 1.65327849e-02]
[ 3.96538019e-02 -7.52368467e-02 -2.10163630e-01 1.53441300e-01
-4.46983465e-02 8.36543806e-02 -6.16959641e-02 -1.96355569e-02
-8.81909782e-02 -1.02889671e-03]
[ -1.15098608e-01 -5.42964558e-02 -1.99996639e-01 1.64527254e-01
-2.14292483e-02 1.31606357e-01 -5.29257557e-03 -2.49638784e-01
7.63128403e-02 -1.90531917e-01]
[ -7.27558273e-02 -4.68287340e-02 2.74083483e-01 9.35888188e-02
1.34107598e-01 -5.97197018e-02 -1.16248835e-01 1.20259572e-01
6.82777467e-02 2.80587237e-02]
[ 5.20205569e-02 -3.82953246e-02 8.59238471e-02 8.18993332e-02
7.73768281e-02 -1.52868127e-02 2.44739619e-01 1.20111065e-01
-3.40744251e-02 -7.07478149e-02]
[ 1.33869017e-02 -1.39272623e-01 -2.88657886e-01 -4.30649334e-02
1.58888163e-01 -9.37425344e-02 1.52850390e-01 1.64284260e-01
1.14219510e-01 -2.27296344e-02]
[ 4.62650218e-02 -2.09681365e-02 -1.18395592e-01 3.85729226e-02
-7.31292607e-02 3.23756711e-01 2.70715226e-01 2.04669550e-01
-1.65100688e-01 -6.64305277e-02]
[ 6.54432123e-04 -1.85870127e-02 1.21767215e-01 1.02959414e-01
3.04938663e-03 1.06282163e-01 -1.23730084e-01 -4.17041078e-02
2.10254924e-01 7.38354991e-02]
[ 1.08858178e-01 7.56306870e-02 -4.63609589e-02 -1.00910930e-01
-9.39889822e-02 -3.29726935e-01 1.14430394e-01 8.57811627e-03
1.41337684e-01 8.82097519e-02]
[ -1.01482140e-01 -9.01729824e-03 -1.63104465e-02 2.03210096e-02
1.42030702e-02 -2.02994649e-01 -8.06140389e-02 -2.00754148e-02
1.40796993e-02 1.25384159e-01]
[ -1.49447247e-01 -9.13418262e-02 -1.99270021e-01 -9.18594586e-03
-2.60314081e-01 -2.96795540e-03 1.33332431e-02 -2.41483579e-02
-9.76882555e-04 5.51193250e-02]
[ -3.09433387e-02 -8.83857183e-02 -7.50343125e-02 -1.28466503e-01
5.36370314e-01 2.76355192e-01 5.60388758e-01 1.12961156e-01
-1.82731997e-01 -3.77508534e-01]
[ -1.60494380e-02 -3.83435840e-01 -2.99047049e-02 -7.28497804e-02
6.59463238e-01 1.00803243e-01 5.18601376e-01 9.14607147e-02
2.96542336e-02 -3.82790186e-01]
[ 9.89417988e-03 -4.41876019e-01 -4.36921453e-02 -1.09132767e-01
6.81504623e-01 2.41550520e-02 4.91475381e-01 4.86050466e-02
-3.64920624e-01 -2.20243494e-01]
[ -1.67026178e-01 -5.80236637e-01 -8.18436231e-03 -1.99619820e-01
7.57743312e-01 -9.17507358e-02 6.08686492e-01 -8.24834069e-02
-6.49219406e-02 8.58915058e-02]
[ -2.88684898e-01 -3.88372160e-01 5.73942658e-02 -4.25105030e-02
9.04644569e-01 1.40780044e-01 4.06775749e-01 4.80103758e-02
-8.51429396e-02 -1.31290930e-01]
[ -2.03137231e-01 -2.96012982e-01 2.51663180e-01 -2.42185180e-01
6.61021394e-01 -4.46758132e-02 6.79970430e-01 1.32003837e-02
-2.56080474e-01 -2.74047016e-02]
[ -1.30727061e-01 -2.23364199e-01 -1.81151871e-01 -1.02975364e-01
4.93345980e-01 -2.29650543e-01 1.79302964e-01 1.68943065e-01
-1.06226233e-02 -1.20735447e-01]
[ 1.14856113e-01 2.49789586e-01 1.65530352e-01 -8.60065596e-02
-9.44176648e-02 4.84054103e-02 -1.56935375e-01 2.83551837e-01
7.90034969e-02 1.82306778e-01]
[ 3.47214153e-01 3.13735957e-01 -8.43393834e-02 3.10225352e-01
-8.74891591e-01 -2.86642151e-01 -4.70041424e-01 1.77219941e-01
3.79527996e-01 -3.74163302e-02]
[ 4.42288702e-02 1.31060154e-01 2.51766292e-01 2.46190583e-01
-4.72600457e-02 -1.94735801e-01 -1.71303878e-01 -1.33225597e-01
-1.42746551e-01 -2.92692545e-01]
[ 2.34052458e-02 -6.18812660e-02 -1.18377953e-01 -5.43227377e-02
2.42288068e-01 4.09281231e-02 -5.20479794e-03 -1.84521142e-01
3.39941148e-02 2.07829594e-01]
[ 2.18055625e-03 -5.04428721e-02 -6.63069540e-02 -4.94609175e-02
-2.41001535e-02 -1.77422278e-01 8.47532709e-02 1.01870237e-02
3.83123252e-02 7.21840810e-03]
[ 2.88608462e-02 7.06121846e-02 2.44168588e-01 7.38231324e-02
-2.27553548e-01 -1.34685987e-01 1.11732812e-01 3.96214204e-02
-1.85834162e-01 1.07383398e-01]
[ 7.36086185e-02 3.59182527e-02 1.08557906e-01 1.02179647e-02
-2.47130030e-01 6.81123375e-02 6.13151202e-02 -2.70574845e-01
-1.50912586e-02 -8.62553041e-02]
[ -7.36112101e-03 1.01672598e-01 8.63335197e-02 -2.41382964e-02
-5.65894336e-02 1.79120598e-01 8.92174487e-02 1.18859572e-01
-1.70578742e-02 1.78559607e-01]
[ 2.15614070e-01 5.52582177e-02 2.63061980e-02 7.36439768e-02
6.43603408e-02 -2.07993659e-02 -1.49667648e-01 1.47904457e-01
-6.02855992e-02 -2.71057219e-02]
[ 4.29029343e-02 -9.66398135e-03 1.72560982e-02 4.21356050e-02
-4.11071661e-01 -1.23188171e-01 -2.05253233e-01 4.13133057e-02
1.20154200e-01 1.94514265e-01]
[ 4.37983959e-02 5.13536211e-01 1.21768860e-01 4.12989284e-01
-1.09994692e+00 -3.04165329e-01 -6.05309860e-01 -7.25451458e-02
2.86383177e-01 3.29543489e-01]
[ 1.84102994e-01 5.15121056e-01 6.80284994e-02 4.30596855e-01
-9.04145726e-01 -8.61030014e-02 -4.55836697e-01 1.51637550e-01
2.14377043e-01 4.91617734e-01]
[ 2.56957312e-01 3.03269823e-01 2.46465133e-01 1.47052718e-01
-4.18041927e-01 8.03964183e-02 -2.12196834e-01 1.62706212e-01
2.39016918e-01 7.75368233e-02]
[ -7.22674223e-02 2.22441322e-01 2.42350397e-01 1.87998724e-02
-4.29196367e-02 1.30139068e-01 -1.01972044e-01 -1.49660460e-02
-3.11224854e-02 5.26859968e-02]
[ -9.52681561e-02 5.78445109e-04 2.62492387e-02 9.77693308e-02
-6.31654703e-02 1.14693191e-01 2.48098491e-01 2.05038094e-02
-2.71280631e-01 -8.88843885e-02]
[ -2.20829258e-01 -2.74272852e-02 -9.35276968e-02 -3.45054803e-01
1.84949634e-01 1.19912799e-01 1.05710703e-01 1.03392213e-01
-2.08111921e-01 3.11444686e-02]
[ 1.08779997e-02 -3.82493785e-01 -1.27166695e-01 -1.61088332e-01
3.71391512e-01 2.58572648e-02 1.78675298e-01 1.52581126e-01
-1.64782114e-01 -2.20921660e-01]
[ 1.33488390e-01 -2.07878495e-01 -1.45605921e-01 -5.39954873e-03
8.80831996e-02 -5.56244642e-02 4.67753078e-02 -1.50553363e-01
1.28860909e-01 -1.27861400e-01]
[ -1.17774656e-01 9.82758562e-02 2.61911863e-01 -1.24184506e-02
1.61484246e-01 8.31636510e-02 2.39307093e-02 -2.97914558e-01
-1.14761832e-01 -5.99570314e-02]
[ -3.51208486e-01 4.37777716e-02 1.20778921e-02 -3.24185262e-02
1.67401912e-01 -1.71541893e-01 1.07823608e-04 2.34358811e-01
-9.14896415e-02 7.08905006e-02]
[ 1.45538513e-01 4.65191128e-02 -2.35792591e-01 -8.75515743e-02
1.21088008e-01 -2.95523008e-01 5.12063402e-02 -1.67973338e-01
-1.42959102e-03 -1.91179414e-01]
[ 2.08400630e-01 -1.75952087e-01 6.22880122e-02 -2.76208695e-02
1.05185487e-01 -3.31551702e-02 2.81327901e-02 -1.37145735e-01
1.09094148e-01 -1.84619187e-01]
[ -1.07225637e-01 -6.67235719e-02 1.20308745e-01 1.05717108e-01
5.35172229e-02 -1.12337241e-01 2.58465842e-01 -7.79478859e-02
1.81726371e-01 -7.32541160e-03]
[ -1.54595264e-04 -1.75600195e-01 2.02768381e-01 -2.41463499e-01
-1.95181473e-02 1.14257757e-01 6.02236966e-02 -1.16148380e-01
2.54635663e-02 2.25087139e-01]]
[[ 0.62270778]
[ 1.57886803]
[ 0.27937876]
[ 0.88029742]
[-2.66005861]
[-0.25568617]
[-1.58695628]
[ 0.06882284]
[ 0.69392332]
[ 0.90848021]]
Progress: 30.6% ... Training loss: 0.288 ... Validation loss: 0.448[[ 1.63651904e-01 2.06874043e-01 -1.05985773e-01 1.10547954e-01
-5.24144988e-01 -7.22544628e-02 -5.51863270e-02 1.22623218e-01
-5.97927668e-02 1.86723943e-01]
[ 1.60912984e-02 1.60969161e-01 -1.86543299e-02 4.67168204e-02
8.44970382e-02 -7.10311689e-03 3.04416470e-01 4.14770334e-02
1.42978673e-01 -2.55202872e-02]
[ 1.78520581e-01 6.05079716e-01 1.11387800e-02 -1.75339705e-02
3.73694670e-01 -2.67642418e-02 -6.76832992e-01 -3.94416510e-02
5.56015189e-02 2.73303647e-01]
[ -1.77872510e-03 -3.27577575e-01 -2.23667215e-01 7.74416816e-02
-9.70252171e-03 1.52564724e-01 1.54570237e-01 5.79044633e-02
5.10685045e-02 1.82984132e-01]
[ -7.39827224e-03 1.42226072e-01 -1.44208485e-01 5.01038690e-02
2.32478486e-02 -1.83020954e-01 4.11754855e-02 -1.18175411e-01
-1.81684095e-01 -9.87731822e-03]
[ -3.66222774e-01 -5.24205889e-01 -2.90086708e-01 1.70791220e-01
6.60425075e-02 3.85533435e-02 2.13046463e-01 -3.61317803e-02
-4.80593820e-03 1.04569722e-02]
[ -8.26845376e-03 -2.09702612e-01 7.69437998e-03 8.30058896e-02
1.50113488e-02 -6.96034170e-02 1.85111646e-01 -1.91018192e-01
1.85996924e-01 2.27842403e-02]
[ 1.13793309e-01 -2.39342811e-01 3.51347836e-02 -6.64603634e-02
8.03828979e-02 -4.82465074e-02 7.52406125e-02 1.20595417e-01
8.18529841e-02 -2.30094974e-02]
[ -1.79507825e-01 -1.32885346e-01 -3.06645159e-01 -3.10797446e-02
2.05762017e-02 7.21295156e-02 -1.54024564e-01 -2.94390401e-02
2.54109618e-01 -1.40523401e-01]
[ 6.71989152e-02 -3.44239931e-01 9.48408851e-02 4.69109656e-02
1.11658920e-04 -1.21346066e-01 1.39176050e-01 -1.01807116e-01
3.25028045e-02 1.22015351e-01]
[ -8.69092058e-02 -2.40232360e-02 -1.58976548e-03 -1.54084961e-01
3.25403226e-02 2.14126811e-02 1.65317144e-01 -1.03025432e-01
-2.02953923e-02 -1.33114337e-01]
[ -1.26679585e-01 -1.41619251e-01 -7.44462817e-02 -1.95035024e-02
4.15422200e-01 1.05593536e-01 1.01738176e-01 -1.71962492e-02
-1.81585360e-01 -2.27093106e-01]
[ -1.56972545e-01 4.36118012e-03 6.19163683e-02 2.17009197e-02
-1.72289853e-01 -2.19720223e-01 -1.77935935e-01 -1.97016874e-01
8.69521554e-02 1.74036760e-01]
[ -2.49597223e-01 -2.71886698e-01 1.08190210e-01 2.49137126e-01
-9.86440390e-02 -7.53433928e-02 9.23646749e-03 -2.57351932e-01
-2.37097725e-01 -4.01322936e-02]
[ 1.11399190e-01 -1.32342838e-01 -1.88085052e-02 1.25537433e-01
-3.17394974e-02 -8.92073428e-02 1.87801951e-01 3.85443747e-03
3.34227736e-02 1.63126268e-02]
[ 3.95321077e-02 -7.52458971e-02 -2.10192226e-01 1.53241946e-01
-4.42975352e-02 8.37210413e-02 -6.12527402e-02 -1.96491632e-02
-8.83120211e-02 -1.27742483e-03]
[ -1.14903828e-01 -5.38474081e-02 -1.99887039e-01 1.64771538e-01
-2.18959957e-02 1.31528506e-01 -5.96549358e-03 -2.49616867e-01
7.65687112e-02 -1.90262077e-01]
[ -7.30651241e-02 -4.73922391e-02 2.73957725e-01 9.31232971e-02
1.35090695e-01 -5.95906339e-02 -1.15802507e-01 1.20224180e-01
6.79309917e-02 2.76392154e-02]
[ 5.08187845e-02 -4.09186992e-02 8.53508413e-02 8.01513259e-02
8.15428356e-02 -1.48213652e-02 2.47459837e-01 1.19980410e-01
-3.54504854e-02 -7.25657478e-02]
[ 1.28729092e-02 -1.40711634e-01 -2.88858591e-01 -4.37191447e-02
1.60314075e-01 -9.35175811e-02 1.54349314e-01 1.64233030e-01
1.13710003e-01 -2.33845160e-02]
[ 4.54623901e-02 -2.30871058e-02 -1.18810057e-01 3.72805505e-02
-6.90857879e-02 3.24132992e-01 2.72795761e-01 2.04570271e-01
-1.66120618e-01 -6.76718127e-02]
[ 6.03509826e-04 -1.86719886e-02 1.21737138e-01 1.02907047e-01
3.20428972e-03 1.06313533e-01 -1.23746122e-01 -4.17105534e-02
2.10216255e-01 7.38319571e-02]
[ 1.07698844e-01 7.28244534e-02 -4.68470434e-02 -1.02539471e-01
-8.97617326e-02 -3.29258652e-01 1.17384957e-01 8.45593229e-03
1.40268308e-01 8.65288443e-02]
[ -1.01538963e-01 -9.38093105e-03 -1.63277544e-02 2.02499921e-02
1.44096171e-02 -2.02982813e-01 -8.04308478e-02 -2.00798977e-02
1.40214770e-02 1.25323728e-01]
[ -1.49541658e-01 -9.16652398e-02 -1.99301837e-01 -9.30933780e-03
-2.59944237e-01 -2.92950881e-03 1.36304120e-02 -2.41580097e-02
-1.08051628e-03 5.49949222e-02]
[ -3.08199799e-02 -8.82470679e-02 -7.49869330e-02 -1.28291280e-01
5.35839981e-01 2.76304222e-01 5.60243298e-01 1.12974864e-01
-1.82596924e-01 -3.77342688e-01]
[ -1.61532307e-02 -3.83854789e-01 -2.99670703e-02 -7.30104750e-02
6.60225012e-01 1.00858006e-01 5.18991897e-01 9.14479718e-02
2.95517273e-02 -3.82968733e-01]
[ 9.53865118e-03 -4.42682745e-01 -4.38553939e-02 -1.09636416e-01
6.82778704e-01 2.43013909e-02 4.92351505e-01 4.85653118e-02
-3.65308239e-01 -2.20770834e-01]
[ -1.67734333e-01 -5.81843833e-01 -8.49690978e-03 -2.00629340e-01
7.60431415e-01 -9.14629455e-02 6.10439309e-01 -8.25604891e-02
-6.56995588e-02 8.49766323e-02]
[ -2.88688201e-01 -3.88674092e-01 5.74109298e-02 -4.24650237e-02
9.04433059e-01 1.40760877e-01 4.06937937e-01 4.80130246e-02
-8.51170432e-02 -1.31275086e-01]
[ -2.03309583e-01 -2.96433815e-01 2.51586345e-01 -2.42420025e-01
6.61713798e-01 -4.46045936e-02 6.80348641e-01 1.31813446e-02
-2.56272854e-01 -2.76388090e-02]
[ -1.30858686e-01 -2.23588420e-01 -1.81192506e-01 -1.03159349e-01
4.93922788e-01 -2.29597031e-01 1.79620886e-01 1.68928855e-01
-1.07696282e-02 -1.20926107e-01]
[ 1.14803383e-01 2.49815266e-01 1.65500577e-01 -8.61175244e-02
-9.40884622e-02 4.84358722e-02 -1.56844789e-01 2.83543715e-01
7.89199022e-02 1.82198287e-01]
[ 3.45645288e-01 3.10553582e-01 -8.50014348e-02 3.08018857e-01
-8.69519191e-01 -2.85995616e-01 -4.66393433e-01 1.77050790e-01
3.77973655e-01 -3.97280663e-02]
[ 4.40463817e-02 1.30631837e-01 2.51697038e-01 2.45937451e-01
-4.64852053e-02 -1.94662363e-01 -1.70839078e-01 -1.33245337e-01
-1.42951766e-01 -2.92954481e-01]
[ 2.24765477e-02 -6.43200764e-02 -1.18813299e-01 -5.57663056e-02
2.46109755e-01 4.13380952e-02 -2.80505235e-03 -1.84625985e-01
3.28639126e-02 2.06416435e-01]
[ 2.60849812e-03 -4.94387933e-02 -6.61112889e-02 -4.88272282e-02
-2.60175691e-02 -1.77591681e-01 8.35610213e-02 1.02363902e-02
3.87896138e-02 7.83397365e-03]
[ 2.85853292e-02 7.02769798e-02 2.44038926e-01 7.34721786e-02
-2.26950638e-01 -1.34619077e-01 1.12155460e-01 3.95958410e-02
-1.86105894e-01 1.07005635e-01]
[ 7.35892526e-02 3.60656975e-02 1.08563060e-01 1.02075212e-02
-2.47140954e-01 6.81113143e-02 6.12765568e-02 -2.70580589e-01
-1.51108693e-02 -8.62609835e-02]
[ -7.76053104e-03 1.00625705e-01 8.61518219e-02 -2.47179777e-02
-5.48660548e-02 1.79285641e-01 9.02178592e-02 1.18814559e-01
-1.75013243e-02 1.77973272e-01]
[ 2.15132413e-01 5.42932596e-02 2.60970567e-02 7.29001429e-02
6.62520671e-02 -2.05918606e-02 -1.48669673e-01 1.47846337e-01
-6.08698645e-02 -2.78500858e-02]
[ 4.25863408e-02 -1.04616028e-02 1.70797107e-02 4.16087030e-02
-4.09388430e-01 -1.23065019e-01 -2.04545129e-01 4.12764253e-02
1.19746112e-01 1.94001106e-01]
[ 4.36560887e-02 5.12994963e-01 1.21739856e-01 4.12881251e-01
-1.09985840e+00 -3.04033182e-01 -6.04767384e-01 -7.25566930e-02
2.86306277e-01 3.29386110e-01]
[ 1.84307117e-01 5.15529489e-01 6.81058710e-02 4.30832093e-01
-9.04710649e-01 -8.61775995e-02 -4.56283556e-01 1.51653075e-01
2.14564482e-01 4.91851981e-01]
[ 2.57083108e-01 3.03510780e-01 2.46521643e-01 1.47217864e-01
-4.18448887e-01 8.03509898e-02 -2.12516929e-01 1.62719716e-01
2.39160441e-01 7.77188499e-02]
[ -7.24569651e-02 2.21986866e-01 2.42260980e-01 1.85223668e-02
-4.21724104e-02 1.30218700e-01 -1.01521495e-01 -1.49876830e-02
-3.13369008e-02 5.24044674e-02]
[ -9.51533633e-02 8.71085824e-04 2.63025395e-02 9.79386480e-02
-6.36385777e-02 1.14643880e-01 2.47796915e-01 2.05169814e-02
-2.71149156e-01 -8.87086856e-02]
[ -2.20762681e-01 -2.72388379e-02 -9.34992504e-02 -3.44966184e-01
1.84725491e-01 1.19883957e-01 1.05529417e-01 1.03399458e-01
-2.08036403e-01 3.12508073e-02]
[ 1.11620473e-02 -3.82076833e-01 -1.27037636e-01 -1.60656424e-01
3.70008216e-01 2.57336945e-02 1.78063378e-01 1.52614162e-01
-1.64454433e-01 -2.20573689e-01]
[ 1.33751223e-01 -2.07100943e-01 -1.45470578e-01 -4.89424783e-03
8.61241522e-02 -5.57429513e-02 4.62295250e-02 -1.50525419e-01
1.29336285e-01 -1.27408964e-01]
[ -1.18952876e-01 9.50456590e-02 2.61375097e-01 -1.41806055e-02
1.66606256e-01 8.36600636e-02 2.69917138e-02 -2.98048206e-01
-1.16092663e-01 -6.17138781e-02]
[ -3.53285611e-01 3.90879513e-02 1.11863079e-02 -3.53351683e-02
1.74946485e-01 -1.70723145e-01 4.50155823e-03 2.34135875e-01
-9.37324788e-02 6.80320022e-02]
[ 1.43968492e-01 4.24008567e-02 -2.36454574e-01 -8.97847679e-02
1.27562298e-01 -2.94861068e-01 5.55464805e-02 -1.68146317e-01
-3.23184962e-03 -1.93590674e-01]
[ 2.07620914e-01 -1.78019110e-01 6.19077650e-02 -2.89271587e-02
1.08677181e-01 -3.27980812e-02 3.01473497e-02 -1.37236499e-01
1.08178216e-01 -1.85886406e-01]
[ -1.07272635e-01 -6.67771158e-02 1.20280109e-01 1.05593645e-01
5.39158154e-02 -1.12301674e-01 2.58558016e-01 -7.79562480e-02
1.81649062e-01 -7.43417206e-03]
[ 5.49356602e-04 -1.73325365e-01 2.03074438e-01 -2.40386643e-01
-2.32845726e-02 1.13992595e-01 5.82329260e-02 -1.16068620e-01
2.62623139e-02 2.26073771e-01]]
[[ 0.60528638]
[ 1.5643085 ]
[ 0.26485591]
[ 0.86335228]
[-2.67792885]
[-0.26916357]
[-1.60170954]
[ 0.05235833]
[ 0.67624832]
[ 0.89012855]]
Progress: 30.6% ... Training loss: 0.287 ... Validation loss: 0.453[[ 1.65671076e-01 2.12231985e-01 -1.05004012e-01 1.13897549e-01
-5.33488421e-01 -7.32334368e-02 -6.05703211e-02 1.22820516e-01
-5.71809934e-02 1.90210652e-01]
[ 1.66042548e-02 1.62199075e-01 -1.84296570e-02 4.74477353e-02
8.24637478e-02 -7.32897375e-03 3.03197963e-01 4.15197423e-02
1.43517359e-01 -2.47932327e-02]
[ 1.78886316e-01 6.09180690e-01 1.13022429e-02 -1.71972830e-02
3.72992492e-01 -2.68422571e-02 -6.80546390e-01 -3.94130098e-02
5.60916027e-02 2.74081904e-01]
[ 1.61934502e-04 -3.23901349e-01 -2.22963635e-01 8.00365830e-02
-1.51770861e-02 1.51802735e-01 1.49994279e-01 5.80522476e-02
5.29692626e-02 1.85611986e-01]
[ -9.05929223e-03 1.39506657e-01 -1.44899899e-01 4.77917058e-02
3.03866773e-02 -1.82423198e-01 4.44839014e-02 -1.18303307e-01
-1.83386889e-01 -1.24312701e-02]
[ -3.66199892e-01 -5.26048582e-01 -2.90053548e-01 1.71161125e-01
6.44766913e-02 3.84395498e-02 2.14324374e-01 -3.61112064e-02
-4.63454818e-03 1.05773461e-02]
[ -7.51337016e-03 -2.08259544e-01 7.94967358e-03 8.39680575e-02
1.22241275e-02 -6.98787476e-02 1.83623521e-01 -1.90971099e-01
1.86806565e-01 2.38889448e-02]
[ 1.15711682e-01 -2.33908141e-01 3.60698068e-02 -6.33224982e-02
7.11278415e-02 -4.91741096e-02 6.96850203e-02 1.20784844e-01
8.43036803e-02 -1.98489345e-02]
[ -1.78464222e-01 -1.30124170e-01 -3.06198009e-01 -2.95347127e-02
1.68888705e-02 7.16810154e-02 -1.56480120e-01 -2.93483230e-02
2.55211263e-01 -1.38942153e-01]
[ 6.79029125e-02 -3.42675785e-01 9.52311708e-02 4.83394154e-02
-4.75095818e-03 -1.21740318e-01 1.37995502e-01 -1.01727635e-01
3.36077312e-02 1.23389225e-01]
[ -8.47004161e-02 -1.94688899e-02 -6.39480752e-04 -1.50772283e-01
2.35224953e-02 2.04212725e-02 1.60412316e-01 -1.02830665e-01
-1.78052046e-02 -1.29853277e-01]
[ -1.25852430e-01 -1.39941523e-01 -7.41162259e-02 -1.82296608e-02
4.12007220e-01 1.05213970e-01 9.96021898e-02 -1.71226855e-02
-1.80647103e-01 -2.25761151e-01]
[ -1.56972545e-01 4.36118012e-03 6.19163683e-02 2.17009197e-02
-1.72289853e-01 -2.19720223e-01 -1.77935935e-01 -1.97016874e-01
8.69521554e-02 1.74036760e-01]
[ -2.49426344e-01 -2.71944314e-01 1.08309906e-01 2.49642755e-01
-1.00623849e-01 -7.54840917e-02 9.23151184e-03 -2.57326997e-01
-2.36820345e-01 -3.98130826e-02]
[ 1.11226417e-01 -1.33548207e-01 -1.88530973e-02 1.25409310e-01
-3.13911017e-02 -8.91794341e-02 1.88978751e-01 3.85072278e-03
3.33561419e-02 1.61538647e-02]
[ 3.92599667e-02 -7.62369630e-02 -2.10324233e-01 1.52849036e-01
-4.32677938e-02 8.38473457e-02 -6.02143825e-02 -1.96749979e-02
-8.86258487e-02 -1.72222946e-03]
[ -1.13769017e-01 -5.10606078e-02 -1.99413240e-01 1.66329568e-01
-2.64163702e-02 1.31040801e-01 -8.90725673e-03 -2.49528139e-01
7.78181787e-02 -1.88581391e-01]
[ -7.32242226e-02 -4.76655357e-02 2.73888408e-01 9.29056677e-02
1.35779711e-01 -5.95178508e-02 -1.15384881e-01 1.20210524e-01
6.77708013e-02 2.74764313e-02]
[ 5.08260561e-02 -4.14445808e-02 8.53144098e-02 8.01211773e-02
8.18523825e-02 -1.47813227e-02 2.47761783e-01 1.19974402e-01
-3.54688245e-02 -7.26165511e-02]
[ 1.31681514e-02 -1.39815116e-01 -2.88730424e-01 -4.32574136e-02
1.58908581e-01 -9.36406529e-02 1.53478411e-01 1.64261311e-01
1.14067166e-01 -2.29279170e-02]
[ 4.66951933e-02 -1.94442892e-02 -1.18178472e-01 3.93618228e-02
-7.51024540e-02 3.23502115e-01 2.69115155e-01 2.04696851e-01
-1.64510473e-01 -6.56309500e-02]
[ 4.47152760e-04 -1.88810239e-02 1.21682829e-01 1.02732068e-01
3.27359394e-03 1.06371901e-01 -1.23189212e-01 -4.17224019e-02
2.10115733e-01 7.37210662e-02]
[ 1.09050934e-01 7.62612223e-02 -4.62837845e-02 -1.00594595e-01
-9.44861619e-02 -3.29831859e-01 1.13940094e-01 8.56966325e-03
1.41676495e-01 8.85119471e-02]
[ -1.01534548e-01 -9.45907592e-03 -1.63231871e-02 2.02608733e-02
1.43395897e-02 -2.02988116e-01 -8.04189888e-02 -2.00782860e-02
1.40169642e-02 1.25323557e-01]
[ -1.49238858e-01 -9.12915133e-02 -1.99215627e-01 -8.91299776e-03
-2.60968865e-01 -3.05928053e-03 1.28486417e-02 -2.41330020e-02
-7.85463625e-04 5.54095658e-02]
[ -3.06262760e-02 -8.79541326e-02 -7.49076485e-02 -1.27998987e-01
5.35297092e-01 2.76224433e-01 5.59914696e-01 1.12992511e-01
-1.82379045e-01 -3.77072839e-01]
[ -1.64542763e-02 -3.84811029e-01 -3.00814487e-02 -7.33821232e-02
6.61193598e-01 1.00963451e-01 5.19956217e-01 9.14270956e-02
2.92670656e-02 -3.83343860e-01]
[ 9.42858601e-03 -4.42954022e-01 -4.39061795e-02 -1.09800499e-01
6.83273904e-01 2.43539200e-02 4.92731068e-01 4.85551812e-02
-3.65430958e-01 -2.20939012e-01]
[ -1.66945360e-01 -5.80946055e-01 -8.14459193e-03 -1.99435503e-01
7.57218372e-01 -9.18237390e-02 6.09425583e-01 -8.24895004e-02
-6.47787405e-02 8.61603985e-02]
[ -2.89112672e-01 -3.89559396e-01 5.72203215e-02 -4.30891835e-02
9.06082947e-01 1.40953170e-01 4.08052956e-01 4.79755881e-02
-8.55809381e-02 -1.31908066e-01]
[ -2.03381981e-01 -2.96622767e-01 2.51566824e-01 -2.42485784e-01
6.61894564e-01 -4.45709188e-02 6.80631675e-01 1.31772902e-02
-2.56350650e-01 -2.77072428e-02]
[ -1.30730205e-01 -2.23515302e-01 -1.81114843e-01 -1.02895213e-01
4.93251164e-01 -2.29678612e-01 1.79380005e-01 1.68944133e-01
-1.05765263e-02 -1.20653341e-01]
[ 1.14950261e-01 2.49999005e-01 1.65563622e-01 -8.59165787e-02
-9.45367108e-02 4.83674763e-02 -1.57114351e-01 2.83556956e-01
7.90881501e-02 1.82421406e-01]
[ 3.47244347e-01 3.14363176e-01 -8.43489007e-02 3.10468385e-01
-8.75624366e-01 -2.86711668e-01 -4.70537255e-01 1.77193903e-01
3.79808810e-01 -3.72006535e-02]
[ 4.38095355e-02 1.30033275e-01 2.51586308e-01 2.45581775e-01
-4.54390259e-02 -1.94594086e-01 -1.70258053e-01 -1.33263714e-01
-1.43193575e-01 -2.93324382e-01]
[ 2.34182296e-02 -6.17686222e-02 -1.18369978e-01 -5.43263927e-02
2.41637205e-01 4.08967360e-02 -5.45414390e-03 -1.84541099e-01
3.39527171e-02 2.07804266e-01]
[ 2.86639341e-03 -4.87359519e-02 -6.60030583e-02 -4.84694462e-02
-2.69941204e-02 -1.77707632e-01 8.28585745e-02 1.02557413e-02
3.90708705e-02 8.20294922e-03]
[ 2.87458833e-02 7.06703569e-02 2.44109773e-01 7.36923485e-02
-2.27646832e-01 -1.34683265e-01 1.11769946e-01 3.96068076e-02
-1.85924291e-01 1.07228213e-01]
[ 7.35939626e-02 3.59335937e-02 1.08559623e-01 1.02222653e-02
-2.47262398e-01 6.81034113e-02 6.13428137e-02 -2.70579652e-01
-1.51043653e-02 -8.62602552e-02]
[ -7.80123264e-03 1.00435046e-01 8.61261242e-02 -2.48004155e-02
-5.46083811e-02 1.79310602e-01 9.03838203e-02 1.18809988e-01
-1.75704538e-02 1.77893915e-01]
[ 2.16420996e-01 5.77791771e-02 2.67009019e-02 7.48564589e-02
6.02529158e-02 -2.11861940e-02 -1.51973809e-01 1.47964800e-01
-5.93612963e-02 -2.58944673e-02]
[ 4.27344938e-02 -9.97352567e-03 1.71567694e-02 4.18674942e-02
-4.10273119e-01 -1.23130697e-01 -2.04884738e-01 4.12919827e-02
1.19948978e-01 1.94245767e-01]
[ 4.35620317e-02 5.12664548e-01 1.21690583e-01 4.12777485e-01
-1.09981777e+00 -3.03946681e-01 -6.04224778e-01 -7.25684559e-02
2.86121693e-01 3.29146035e-01]
[ 1.83810513e-01 5.14317568e-01 6.78289101e-02 4.30002531e-01
-9.02538962e-01 -8.59268536e-02 -4.55307718e-01 1.51600121e-01
2.13960194e-01 4.91129068e-01]
[ 2.57168943e-01 3.03943333e-01 2.46606823e-01 1.47496516e-01
-4.19348976e-01 8.02794756e-02 -2.13057232e-01 1.62735714e-01
2.39377973e-01 7.80264923e-02]
[ -7.24981791e-02 2.21922372e-01 2.42232928e-01 1.84421353e-02
-4.19385258e-02 1.30245099e-01 -1.01462900e-01 -1.49927985e-02
-3.14074321e-02 5.23130823e-02]
[ -9.52523470e-02 6.16975953e-04 2.62587735e-02 9.77882418e-02
-6.31941169e-02 1.14682389e-01 2.47998889e-01 2.05088728e-02
-2.71241104e-01 -8.88555626e-02]
[ -2.20894159e-01 -2.75743336e-02 -9.35560862e-02 -3.45154050e-01
1.85304983e-01 1.19940171e-01 1.05879866e-01 1.03388209e-01
-2.08183818e-01 3.10701872e-02]
[ 1.12053468e-02 -3.82172466e-01 -1.27010291e-01 -1.60552966e-01
3.69675992e-01 2.57004577e-02 1.78075067e-01 1.52620183e-01
-1.64384621e-01 -2.20495900e-01]
[ 1.34531766e-01 -2.05168592e-01 -1.45159985e-01 -3.69051911e-03
8.22959261e-02 -5.60615082e-02 4.45237169e-02 -1.50463059e-01
1.30237499e-01 -1.26232604e-01]
[ -1.18351350e-01 9.63024043e-02 2.61638173e-01 -1.33563248e-02
1.64804824e-01 8.33910331e-02 2.55026427e-02 -2.97996656e-01
-1.15455189e-01 -6.08570082e-02]
[ -3.52569136e-01 4.05526875e-02 1.14926614e-02 -3.42201061e-02
1.71984516e-01 -1.71027880e-01 3.17879567e-03 2.34199477e-01
-9.29802229e-02 6.91043518e-02]
[ 1.45580192e-01 4.54471837e-02 -2.35723414e-01 -8.71608168e-02
1.19769829e-01 -2.95624675e-01 5.20356485e-02 -1.67991271e-01
-1.29118938e-03 -1.90949696e-01]
[ 2.06837705e-01 -1.79724015e-01 6.15816209e-02 -3.00076357e-02
1.11928356e-01 -3.24713672e-02 3.21175667e-02 -1.37300699e-01
1.07357304e-01 -1.86961349e-01]
[ -1.06784487e-01 -6.58193878e-02 1.20502698e-01 1.06365802e-01
5.15653884e-02 -1.12540160e-01 2.57510358e-01 -7.79094944e-02
1.82275099e-01 -6.72172541e-03]
[ 8.74115699e-04 -1.72482128e-01 2.03237436e-01 -2.39830376e-01
-2.50966498e-02 1.13795069e-01 5.71174787e-02 -1.16035920e-01
2.67589572e-02 2.26656599e-01]]
[[ 0.62046903]
[ 1.57707294]
[ 0.27558796]
[ 0.87695529]
[-2.66542915]
[-0.25665464]
[-1.58699141]
[ 0.06653467]
[ 0.69218356]
[ 0.90389743]]
Progress: 30.6% ... Training loss: 0.285 ... Validation loss: 0.449[[ 1.64684155e-01 2.09160577e-01 -1.05445502e-01 1.12392439e-01
-5.29641291e-01 -7.27821524e-02 -5.75972959e-02 1.22706296e-01
-5.82741440e-02 1.88631657e-01]
[ 1.69044459e-02 1.62672259e-01 -1.82933698e-02 4.78616096e-02
8.11360927e-02 -7.44869439e-03 3.02541110e-01 4.15506024e-02
1.43843277e-01 -2.43792038e-02]
[ 1.77265863e-01 6.05330351e-01 1.03877279e-02 -2.02000696e-02
3.82200655e-01 -2.60117481e-02 -6.77214571e-01 -3.96311982e-02
5.41227995e-02 2.71622946e-01]
[ -1.50003329e-03 -3.27913215e-01 -2.23609351e-01 7.79597469e-02
-9.23392164e-03 1.52561451e-01 1.54983097e-01 5.78710295e-02
5.09163235e-02 1.83446427e-01]
[ -8.71273127e-03 1.40501638e-01 -1.44611886e-01 4.86619335e-02
2.80946945e-02 -1.82678675e-01 4.35314386e-02 -1.18241544e-01
-1.83042706e-01 -1.19429817e-02]
[ -3.65359071e-01 -5.24917306e-01 -2.89603964e-01 1.72653517e-01
6.01204546e-02 3.80189899e-02 2.12944428e-01 -3.60045978e-02
-3.59026046e-03 1.18542454e-02]
[ -7.91258718e-03 -2.09545867e-01 7.82452670e-03 8.34400182e-02
1.30277538e-02 -6.97108504e-02 1.84695839e-01 -1.91018687e-01
1.86459245e-01 2.32272866e-02]
[ 1.13805589e-01 -2.39232991e-01 3.51294472e-02 -6.63380720e-02
8.01729242e-02 -4.82891516e-02 7.48542644e-02 1.20563369e-01
8.21033261e-02 -2.26690249e-02]
[ -1.78555736e-01 -1.30306242e-01 -3.06234572e-01 -2.96359683e-02
1.74585433e-02 7.17113731e-02 -1.56255730e-01 -2.93556194e-02
2.55149301e-01 -1.39074061e-01]
[ 6.65274705e-02 -3.47396832e-01 9.45381939e-02 4.60932048e-02
1.40485763e-03 -1.21106962e-01 1.41965312e-01 -1.01891102e-01
3.21922688e-02 1.21220028e-01]
[ -8.43650374e-02 -1.90664324e-02 -4.31451606e-04 -1.50161926e-01
2.12399778e-02 2.02648674e-02 1.60066695e-01 -1.02790574e-01
-1.74193863e-02 -1.29394599e-01]
[ -1.26368370e-01 -1.41284903e-01 -7.42837637e-02 -1.87462842e-02
4.14196066e-01 1.05399672e-01 1.01064007e-01 -1.71690601e-02
-1.81182808e-01 -2.26387390e-01]
[ -1.56972545e-01 4.36118012e-03 6.19163683e-02 2.17009197e-02
-1.72289853e-01 -2.19720223e-01 -1.77935935e-01 -1.97016874e-01
8.69521554e-02 1.74036760e-01]
[ -2.49424095e-01 -2.72257194e-01 1.08311406e-01 2.49649821e-01
-1.00644270e-01 -7.54961012e-02 9.42657959e-03 -2.57323462e-01
-2.36785071e-01 -3.98360215e-02]
[ 1.11325823e-01 -1.33641792e-01 -1.87838553e-02 1.25718178e-01
-3.24236190e-02 -8.92679590e-02 1.89141872e-01 3.87223907e-03
3.35329915e-02 1.63580643e-02]
[ 3.92518376e-02 -7.63159214e-02 -2.10239245e-01 1.52997808e-01
-4.41424456e-02 8.38492942e-02 -6.00710707e-02 -1.96780669e-02
-8.86480215e-02 -1.77669574e-03]
[ -1.13900641e-01 -5.16169608e-02 -1.99468797e-01 1.66141664e-01
-2.59248005e-02 1.31098737e-01 -8.52989589e-03 -2.49541505e-01
7.76930921e-02 -1.88792881e-01]
[ -7.28407928e-02 -4.67938790e-02 2.74072303e-01 9.34618156e-02
1.34205539e-01 -5.96898613e-02 -1.16321093e-01 1.20255358e-01
6.82135137e-02 2.80033594e-02]
[ 4.97361207e-02 -4.45771554e-02 8.47587901e-02 7.83645919e-02
8.65772908e-02 -1.42633644e-02 2.50830194e-01 1.19839517e-01
-3.67135983e-02 -7.42354827e-02]
[ 1.27739651e-02 -1.40802901e-01 -2.88930611e-01 -4.38779200e-02
1.60923130e-01 -9.34714921e-02 1.54216136e-01 1.64214721e-01
1.13642534e-01 -2.34730057e-02]
[ 4.63854289e-02 -2.05558797e-02 -1.18324832e-01 3.88448563e-02
-7.33389456e-02 3.23664514e-01 2.70167354e-01 2.04659978e-01
-1.64870635e-01 -6.61564955e-02]
[ -1.27635311e-04 -1.99931563e-02 1.21436879e-01 1.01943772e-01
5.67604733e-03 1.06600597e-01 -1.21786856e-01 -4.17805887e-02
2.09525742e-01 7.29379137e-02]
[ 1.09190609e-01 7.67001483e-02 -4.62109210e-02 -1.00389658e-01
-9.49774832e-02 -3.29892735e-01 1.13533658e-01 8.58579111e-03
1.41794497e-01 8.87174185e-02]
[ -1.01783372e-01 -1.00965129e-02 -1.64416789e-02 1.99087965e-02
1.53564877e-02 -2.02882659e-01 -7.97391786e-02 -2.01054066e-02
1.37991662e-02 1.24947561e-01]
[ -1.48662369e-01 -9.02407716e-02 -1.98958436e-01 -8.06892967e-03
-2.63327524e-01 -3.30676145e-03 1.14579324e-02 -2.40686767e-02
-1.39035210e-04 5.62738197e-02]
[ -3.03878551e-02 -8.75374838e-02 -7.47976781e-02 -1.27640454e-01
5.34311954e-01 2.76123685e-01 5.59549485e-01 1.13019503e-01
-1.82099152e-01 -3.76743034e-01]
[ -1.64083227e-02 -3.84827268e-01 -3.00610019e-02 -7.33103611e-02
6.60940064e-01 1.00943402e-01 5.19969129e-01 9.14326050e-02
2.93312593e-02 -3.83278791e-01]
[ 9.68015020e-03 -4.42635511e-01 -4.37866607e-02 -1.09420489e-01
6.82187762e-01 2.42429528e-02 4.92370075e-01 4.85842429e-02
-3.65129144e-01 -2.20577474e-01]
[ -1.67103220e-01 -5.81225399e-01 -8.21264653e-03 -1.99650744e-01
7.57961138e-01 -9.17624736e-02 6.09726872e-01 -8.25044097e-02
-6.49456319e-02 8.59772861e-02]
[ -2.89224527e-01 -3.89845670e-01 5.71613411e-02 -4.32104538e-02
9.06550812e-01 1.40988763e-01 4.08486007e-01 4.79666364e-02
-8.56412311e-02 -1.32033632e-01]
[ -2.03510732e-01 -2.96903698e-01 2.51518328e-01 -2.42663582e-01
6.62383309e-01 -4.45181941e-02 6.80890052e-01 1.31636153e-02
-2.56491324e-01 -2.78885780e-02]
[ -1.30611961e-01 -2.23376367e-01 -1.81052906e-01 -1.02692914e-01
4.92644434e-01 -2.29736308e-01 1.79154936e-01 1.68958915e-01
-1.04168213e-02 -1.20453192e-01]
[ 1.15106049e-01 2.50077288e-01 1.65604652e-01 -8.57879839e-02
-9.47993917e-02 4.83286950e-02 -1.57215729e-01 2.83570004e-01
7.91985502e-02 1.82598899e-01]
[ 3.45065352e-01 3.08420846e-01 -8.53468600e-02 3.07150891e-01
-8.66837899e-01 -2.85740976e-01 -4.64861623e-01 1.76936831e-01
3.77316975e-01 -4.05206979e-02]
[ 4.39402246e-02 1.30395848e-01 2.51647072e-01 2.45778688e-01
-4.60712763e-02 -1.94652011e-01 -1.70611236e-01 -1.33248489e-01
-1.43039000e-01 -2.93157355e-01]
[ 2.36777850e-02 -6.11419687e-02 -1.18250406e-01 -5.39498211e-02
2.40465015e-01 4.07828028e-02 -6.13238748e-03 -1.84512392e-01
3.42431904e-02 2.08138843e-01]
[ 3.02748417e-03 -4.82550869e-02 -6.59285627e-02 -4.82299969e-02
-2.76695105e-02 -1.77772203e-01 8.24476893e-02 1.02735262e-02
3.92264868e-02 8.44234627e-03]
[ 2.86119946e-02 7.02928639e-02 2.44053401e-01 7.35070255e-02
-2.27126536e-01 -1.34633493e-01 1.12029510e-01 3.95937539e-02
-1.86061064e-01 1.07029944e-01]
[ 7.33227046e-02 3.54027683e-02 1.08435539e-01 9.88236611e-03
-2.46308878e-01 6.81957680e-02 6.18432699e-02 -2.70605604e-01
-1.53752517e-02 -8.66412806e-02]
[ -7.47430992e-03 1.01223987e-01 8.62873022e-02 -2.43257034e-02
-5.58929133e-02 1.79172018e-01 8.95738658e-02 1.18845444e-01
-1.72311549e-02 1.78395960e-01]
[ 2.16597491e-01 5.79853575e-02 2.67877272e-02 7.51241870e-02
5.95401052e-02 -2.12800294e-02 -1.52342375e-01 1.47985723e-01
-5.91488146e-02 -2.56227569e-02]
[ 4.27344938e-02 -9.97352567e-03 1.71567694e-02 4.18674942e-02
-4.10273119e-01 -1.23130697e-01 -2.04884738e-01 4.12919827e-02
1.19948978e-01 1.94245767e-01]
[ 4.39411156e-02 5.13310091e-01 1.21863985e-01 4.13302568e-01
-1.10104040e+00 -3.04098125e-01 -6.04973816e-01 -7.25263942e-02
2.86570557e-01 3.29593462e-01]
[ 1.83049310e-01 5.12375525e-01 6.75270883e-02 4.28958292e-01
-8.99476542e-01 -8.55786456e-02 -4.53349871e-01 1.51511725e-01
2.13111426e-01 4.90080995e-01]
[ 2.57001642e-01 3.03637046e-01 2.46534125e-01 1.47264447e-01
-4.18608475e-01 8.03490267e-02 -2.12681641e-01 1.62717318e-01
2.39235244e-01 7.77787593e-02]
[ -7.23953663e-02 2.22168026e-01 2.42271070e-01 1.85848590e-02
-4.24140806e-02 1.30202165e-01 -1.01717531e-01 -1.49800794e-02
-3.12756836e-02 5.24475262e-02]
[ -9.54424561e-02 3.24236796e-04 2.61784292e-02 9.75401836e-02
-6.24569688e-02 1.14757501e-01 2.48315218e-01 2.04893087e-02
-2.71451832e-01 -8.90957417e-02]
[ -2.20770724e-01 -2.74278778e-02 -9.35020985e-02 -3.44916512e-01
1.84624444e-01 1.19870531e-01 1.05744017e-01 1.03406093e-01
-2.08038126e-01 3.13009077e-02]
[ 1.12805088e-02 -3.82035177e-01 -1.26975237e-01 -1.60425968e-01
3.69288537e-01 2.56689427e-02 1.77883028e-01 1.52630247e-01
-1.64275147e-01 -2.20368723e-01]
[ 1.33601360e-01 -2.07528545e-01 -1.45532624e-01 -4.99107205e-03
8.57757043e-02 -5.56284979e-02 4.69622380e-02 -1.50575124e-01
1.29125063e-01 -1.27723368e-01]
[ -1.17648471e-01 9.72692239e-02 2.61971928e-01 -1.22987569e-02
1.61793096e-01 8.30818227e-02 2.42944290e-02 -2.97915661e-01
-1.14671390e-01 -5.97803835e-02]
[ -3.52685394e-01 4.00985815e-02 1.14629937e-02 -3.43527703e-02
1.72727376e-01 -1.70978755e-01 3.52520409e-03 2.34191676e-01
-9.30594282e-02 6.89312630e-02]
[ 1.46045159e-01 4.67123239e-02 -2.35507045e-01 -8.64288253e-02
1.17948049e-01 -2.95839210e-01 5.07277635e-02 -1.67936945e-01
-7.36101857e-04 -1.90221992e-01]
[ 2.06730590e-01 -1.80100033e-01 6.15527026e-02 -3.01140503e-02
1.12099817e-01 -3.24510304e-02 3.26460714e-02 -1.37304356e-01
1.07302097e-01 -1.87135704e-01]
[ -1.07157594e-01 -6.69110663e-02 1.20350010e-01 1.05882129e-01
5.28523823e-02 -1.12403104e-01 2.58663500e-01 -7.79450410e-02
1.81955671e-01 -7.25151536e-03]
[ -3.22846020e-04 -1.76094302e-01 2.02618740e-01 -2.41749107e-01
-1.98820890e-02 1.14341940e-01 6.02530072e-02 -1.16181921e-01
2.54209963e-02 2.24883511e-01]]
[[ 0.61140541]
[ 1.57144289]
[ 0.26993513]
[ 0.86999583]
[-2.6673934 ]
[-0.26125707]
[-1.58998056]
[ 0.05972585]
[ 0.68382433]
[ 0.89598738]]
Progress: 30.7% ... Training loss: 0.284 ... Validation loss: 0.450[[ 1.62341491e-01 2.03768240e-01 -1.06388858e-01 1.09266333e-01
-5.20885092e-01 -7.17881037e-02 -5.25983691e-02 1.22483299e-01
-6.07591520e-02 1.85557213e-01]
[ 1.69522252e-02 1.62798215e-01 -1.82295120e-02 4.81287546e-02
7.99788843e-02 -7.49532358e-03 3.02256302e-01 4.15630043e-02
1.43979836e-01 -2.42644571e-02]
[ 1.75369025e-01 6.03508100e-01 9.42806196e-03 -2.37309485e-02
3.93530147e-01 -2.49883247e-02 -6.75408831e-01 -3.98405135e-02
5.17474033e-02 2.68798875e-01]
[ -5.20952920e-04 -3.26693179e-01 -2.23130544e-01 7.95616322e-02
-1.34569053e-02 1.52047452e-01 1.53746146e-01 5.79567852e-02
5.23520925e-02 1.85345736e-01]
[ -7.85725010e-03 1.43761577e-01 -1.44178309e-01 5.03805034e-02
2.23700758e-02 -1.83206955e-01 4.08769930e-02 -1.18091705e-01
-1.82154563e-01 -1.06048707e-02]
[ -3.65831159e-01 -5.27024963e-01 -2.89731298e-01 1.72380811e-01
6.00460681e-02 3.81286031e-02 2.14812808e-01 -3.60372572e-02
-3.95266641e-03 1.11974561e-02]
[ -9.64763078e-03 -2.13298248e-01 7.10647918e-03 8.09371569e-02
2.00840857e-02 -6.89794578e-02 1.88927707e-01 -1.91169558e-01
1.84515404e-01 2.09066516e-02]
[ 1.14226510e-01 -2.38280509e-01 3.53150968e-02 -6.56501865e-02
7.80795406e-02 -4.84654254e-02 7.32342468e-02 1.20599764e-01
8.26414273e-02 -2.20084487e-02]
[ -1.78204893e-01 -1.30208379e-01 -3.06067272e-01 -2.91308296e-02
1.57688096e-02 7.15699286e-02 -1.56820871e-01 -2.93203483e-02
2.55691998e-01 -1.38581087e-01]
[ 6.59421849e-02 -3.49672556e-01 9.43646908e-02 4.54952626e-02
2.08912284e-03 -1.20870209e-01 1.43195387e-01 -1.01936194e-01
3.16371872e-02 1.20511144e-01]
[ -8.54232169e-02 -2.15663111e-02 -8.40117525e-04 -1.51533283e-01
2.48801635e-02 2.06774327e-02 1.62758211e-01 -1.02884894e-01
-1.83894593e-02 -1.30845531e-01]
[ -1.26160272e-01 -1.41318992e-01 -7.41940263e-02 -1.83595268e-02
4.13070443e-01 1.05273641e-01 1.01057505e-01 -1.71415125e-02
-1.80883101e-01 -2.26051447e-01]
[ -1.56972545e-01 4.36118012e-03 6.19163683e-02 2.17009197e-02
-1.72289853e-01 -2.19720223e-01 -1.77935935e-01 -1.97016874e-01
8.69521554e-02 1.74036760e-01]
[ -2.48544388e-01 -2.71109824e-01 1.08764964e-01 2.51132005e-01
-1.05184715e-01 -7.59309205e-02 8.05619558e-03 -2.57226846e-01
-2.35679943e-01 -3.84669864e-02]
[ 1.10779589e-01 -1.35156586e-01 -1.90064570e-02 1.25119863e-01
-3.11918468e-02 -8.90771173e-02 1.90390658e-01 3.82481573e-03
3.29893692e-02 1.55998864e-02]
[ 3.82558377e-02 -7.84764816e-02 -2.10671379e-01 1.51592054e-01
-4.01594911e-02 8.42759356e-02 -5.76581923e-02 -1.97775883e-02
-8.97813725e-02 -3.31168719e-03]
[ -1.14546941e-01 -5.29389075e-02 -1.99755429e-01 1.65248441e-01
-2.34296885e-02 1.31341797e-01 -7.03170080e-03 -2.49588880e-01
7.69749028e-02 -1.89692814e-01]
[ -7.30249420e-02 -4.70671468e-02 2.74013358e-01 9.31618241e-02
1.35132124e-01 -5.96229891e-02 -1.15877514e-01 1.20240555e-01
6.79936450e-02 2.77878489e-02]
[ 4.99672957e-02 -4.43121510e-02 8.48718492e-02 7.86580049e-02
8.58622001e-02 -1.43114351e-02 2.50350175e-01 1.19862298e-01
-3.64497419e-02 -7.37787371e-02]
[ 1.23088946e-02 -1.42055849e-01 -2.89170435e-01 -4.46690197e-02
1.62919822e-01 -9.32251931e-02 1.54968076e-01 1.64160006e-01
1.13051750e-01 -2.42139863e-02]
[ 4.73866306e-02 -1.77849636e-02 -1.17838261e-01 4.04183630e-02
-7.80198235e-02 3.23195106e-01 2.67432251e-01 2.04760301e-01
-1.63625168e-01 -6.47057331e-02]
[ -1.27976501e-03 -2.30358343e-02 1.20930593e-01 1.00334824e-01
1.05792659e-02 1.07089489e-01 -1.18930501e-01 -4.18947354e-02
2.08415189e-01 7.13444391e-02]
[ 1.09165605e-01 7.66945450e-02 -4.62111440e-02 -1.00409777e-01
-9.49243924e-02 -3.29882772e-01 1.13626983e-01 8.58507975e-03
1.41757953e-01 8.86905699e-02]
[ -1.01383743e-01 -9.40399261e-03 -1.62658099e-02 2.04837309e-02
1.36398530e-02 -2.03051560e-01 -8.06221303e-02 -2.00660129e-02
1.42286637e-02 1.25533849e-01]
[ -1.48594562e-01 -9.03544752e-02 -1.98933279e-01 -7.95805851e-03
-2.64065072e-01 -3.33484365e-03 1.15364216e-02 -2.40609575e-02
-5.55185048e-05 5.63570307e-02]
[ -3.03701324e-02 -8.76331641e-02 -7.47707545e-02 -1.27557947e-01
5.33983505e-01 2.76098661e-01 5.59732285e-01 1.13024823e-01
-1.82049719e-01 -3.76729573e-01]
[ -1.59419192e-02 -3.84168710e-01 -2.98590977e-02 -7.26354258e-02
6.58971683e-01 1.00741012e-01 5.19031042e-01 9.14789246e-02
2.98313281e-02 -3.82674164e-01]
[ 9.78148334e-03 -4.42550022e-01 -4.37295121e-02 -1.09286381e-01
6.81723040e-01 2.41960175e-02 4.92205543e-01 4.85962165e-02
-3.64995098e-01 -2.20425335e-01]
[ -1.66738807e-01 -5.80974589e-01 -8.02334912e-03 -1.99033127e-01
7.56055897e-01 -9.19379311e-02 6.09329438e-01 -8.24641285e-02
-6.44756167e-02 8.65936546e-02]
[ -2.88907922e-01 -3.89512079e-01 5.72880081e-02 -4.27070864e-02
9.05275248e-01 1.40834835e-01 4.08119277e-01 4.80020023e-02
-8.52457399e-02 -1.31547244e-01]
[ -2.03468928e-01 -2.96975744e-01 2.51552215e-01 -2.42571084e-01
6.62112435e-01 -4.45444121e-02 6.80900340e-01 1.31685679e-02
-2.56435910e-01 -2.77955680e-02]
[ -1.30412865e-01 -2.22972007e-01 -1.80977355e-01 -1.02418799e-01
4.91903616e-01 -2.29812338e-01 1.78694242e-01 1.68977365e-01
-1.02120934e-02 -1.20176571e-01]
[ 1.14840403e-01 2.49464521e-01 1.65510522e-01 -8.61744873e-02
-9.35396975e-02 4.84402254e-02 -1.56538209e-01 2.83534769e-01
7.89361299e-02 1.82261775e-01]
[ 3.44582279e-01 3.07484272e-01 -8.55222229e-02 3.06563303e-01
-8.65390420e-01 -2.85565690e-01 -4.64149583e-01 1.76895063e-01
3.76971419e-01 -4.11726006e-02]
[ 4.41348074e-02 1.30956898e-01 2.51733466e-01 2.46072393e-01
-4.69669326e-02 -1.94736166e-01 -1.71146625e-01 -1.33228122e-01
-1.42813951e-01 -2.92852557e-01]
[ 2.39912887e-02 -6.02476914e-02 -1.18092753e-01 -5.34656727e-02
2.39025222e-01 4.06355935e-02 -7.01195643e-03 -1.84479930e-01
3.46365746e-02 2.08556143e-01]
[ 2.47025732e-03 -4.94993573e-02 -6.61714526e-02 -4.90252826e-02
-2.54310877e-02 -1.77544704e-01 8.37384034e-02 1.02195861e-02
3.86140504e-02 7.61878011e-03]
[ 2.82480253e-02 6.92595216e-02 2.43909267e-01 7.30235571e-02
-2.25671456e-01 -1.34472429e-01 1.12874829e-01 3.95602145e-02
-1.86427524e-01 1.06526687e-01]
[ 7.30574681e-02 3.48108040e-02 1.08328160e-01 9.49116387e-03
-2.45212260e-01 6.83200675e-02 6.23944124e-02 -2.70631085e-01
-1.57353286e-02 -8.70361887e-02]
[ -8.13057866e-03 9.97067652e-02 8.59825095e-02 -2.53637606e-02
-5.31344704e-02 1.79476299e-01 9.11427136e-02 1.18775479e-01
-1.80310218e-02 1.77389311e-01]
[ 2.16962904e-01 5.88731690e-02 2.69564882e-02 7.56716508e-02
5.78404778e-02 -2.14399836e-02 -1.53364942e-01 1.48023107e-01
-5.87223482e-02 -2.50572307e-02]
[ 4.24661126e-02 -1.03802255e-02 1.70307619e-02 4.14762515e-02
-4.09076347e-01 -1.23046210e-01 -2.04456039e-01 4.12748059e-02
1.19633224e-01 1.93836039e-01]
[ 4.39727006e-02 5.13271667e-01 1.21896675e-01 4.13440456e-01
-1.10153118e+00 -3.04093138e-01 -6.05028041e-01 -7.25169916e-02
2.86676512e-01 3.29751815e-01]
[ 1.82873415e-01 5.12385622e-01 6.74564619e-02 4.28737346e-01
-8.99394885e-01 -8.55104436e-02 -4.53033708e-01 1.51497244e-01
2.12890881e-01 4.89815062e-01]
[ 2.56554331e-01 3.02717788e-01 2.46327538e-01 1.46591956e-01
-4.16800348e-01 8.05474985e-02 -2.11690622e-01 1.62670702e-01
2.38727445e-01 7.71570175e-02]
[ -7.24586049e-02 2.21902351e-01 2.42233684e-01 1.84998511e-02
-4.22821416e-02 1.30245479e-01 -1.01509288e-01 -1.49866955e-02
-3.13293963e-02 5.23485191e-02]
[ -9.56939123e-02 -3.22185899e-04 2.60598756e-02 9.71678056e-02
-6.12830147e-02 1.14869254e-01 2.48969979e-01 2.04645642e-02
-2.71747814e-01 -8.94779314e-02]
[ -2.21036417e-01 -2.82307430e-02 -9.36225548e-02 -3.45255522e-01
1.85702278e-01 1.19971404e-01 1.06426460e-01 1.03379622e-01
-2.08321909e-01 3.09871773e-02]
[ 1.14960750e-02 -3.81747700e-01 -1.26876241e-01 -1.60087684e-01
3.68241250e-01 2.55734860e-02 1.77497344e-01 1.52652136e-01
-1.64036254e-01 -2.20071450e-01]
[ 1.33529327e-01 -2.08531533e-01 -1.45558427e-01 -5.05783508e-03
8.59393129e-02 -5.56000438e-02 4.73721484e-02 -1.50585970e-01
1.29212441e-01 -1.27792883e-01]
[ -1.18023031e-01 9.65636428e-02 2.61852100e-01 -1.26415823e-02
1.62284792e-01 8.31554806e-02 2.51714717e-02 -2.97932928e-01
-1.14979226e-01 -6.03026557e-02]
[ -3.52583519e-01 4.00818569e-02 1.15054194e-02 -3.41685087e-02
1.72210907e-01 -1.71011253e-01 3.22826694e-03 2.34195237e-01
-9.29257537e-02 6.90824029e-02]
[ 1.46248370e-01 4.66355799e-02 -2.35391543e-01 -8.60283950e-02
1.16989319e-01 -2.95932197e-01 5.04814103e-02 -1.67909715e-01
-4.46805323e-04 -1.89868406e-01]
[ 2.07736996e-01 -1.77855806e-01 6.20469811e-02 -2.85818260e-02
1.06919872e-01 -3.28731353e-02 3.03738580e-02 -1.37196313e-01
1.08402188e-01 -1.85661772e-01]
[ -1.07961981e-01 -6.88243046e-02 1.19994355e-01 1.04772189e-01
5.59094000e-02 -1.12066627e-01 2.60544648e-01 -7.80219246e-02
1.81085754e-01 -8.44791876e-03]
[ -1.81872653e-03 -1.79432945e-01 2.01975388e-01 -2.43929038e-01
-1.37404398e-02 1.14974228e-01 6.38154993e-02 -1.16327623e-01
2.37628624e-02 2.22869170e-01]]
[[ 0.60596737]
[ 1.56490195]
[ 0.26484458]
[ 0.86555975]
[-2.66724977]
[-0.26483137]
[-1.59110893]
[ 0.05614164]
[ 0.67761354]
[ 0.8886705 ]]
Progress: 30.8% ... Training loss: 0.286 ... Validation loss: 0.454[[ 1.64758809e-01 2.09945938e-01 -1.05294205e-01 1.12719611e-01
-5.30564159e-01 -7.28079098e-02 -5.85086733e-02 1.22712232e-01
-5.80858960e-02 1.88857647e-01]
[ 1.71068123e-02 1.63289495e-01 -1.81602746e-02 4.83663916e-02
7.93839986e-02 -7.57933525e-03 3.01747700e-01 4.15786518e-02
1.44134785e-01 -2.39988522e-02]
[ 1.80096340e-01 6.16298723e-01 1.14903047e-02 -1.72356950e-02
3.76296281e-01 -2.69251397e-02 -6.87924719e-01 -3.93940890e-02
5.69712927e-02 2.75627031e-01]
[ -1.44216480e-03 -3.29400051e-01 -2.23480763e-01 7.87521041e-02
-1.06089469e-02 1.52257602e-01 1.56349888e-01 5.78730821e-02
5.13189395e-02 1.84305054e-01]
[ -1.01242516e-02 1.37155231e-01 -1.45123591e-01 4.72094082e-02
3.20123433e-02 -1.82128546e-01 4.76723920e-02 -1.18305985e-01
-1.84490865e-01 -1.38627855e-02]
[ -3.64925229e-01 -5.25309908e-01 -2.89303502e-01 1.73662665e-01
5.51809053e-02 3.77369429e-02 2.13547022e-01 -3.59457798e-02
-2.87557962e-03 1.23378512e-02]
[ -9.51933111e-03 -2.13426464e-01 7.14608128e-03 8.12118436e-02
1.99322270e-02 -6.90173218e-02 1.88645055e-01 -1.91156546e-01
1.84612885e-01 2.10599780e-02]
[ 1.17191793e-01 -2.30212792e-01 3.67059754e-02 -6.11550944e-02
6.54133443e-02 -4.98108046e-02 6.57024993e-02 1.20890720e-01
8.59652008e-02 -1.75848240e-02]
[ -1.77609023e-01 -1.29077980e-01 -3.05798072e-01 -2.82572076e-02
1.31822182e-02 7.13081895e-02 -1.58136980e-01 -2.92662778e-02
2.56387894e-01 -1.37728498e-01]
[ 6.95330125e-02 -3.40853422e-01 9.59936379e-02 5.06284860e-02
-1.34900863e-02 -1.22408697e-01 1.34714546e-01 -1.01592222e-01
3.56758404e-02 1.25541805e-01]
[ -8.49161175e-02 -2.01823349e-02 -5.80064427e-04 -1.50762260e-01
2.25964631e-02 2.04391087e-02 1.61301264e-01 -1.02835174e-01
-1.78303432e-02 -1.30148679e-01]
[ -1.25662817e-01 -1.40737149e-01 -7.39555492e-02 -1.73385198e-02
4.10663544e-01 1.05013811e-01 1.00598997e-01 -1.70856881e-02
-1.80286634e-01 -2.25209024e-01]
[ -1.56972545e-01 4.36118012e-03 6.19163683e-02 2.17009197e-02
-1.72289853e-01 -2.19720223e-01 -1.77935935e-01 -1.97016874e-01
8.69521554e-02 1.74036760e-01]
[ -2.48534102e-01 -2.71301349e-01 1.08789292e-01 2.51220207e-01
-1.05705246e-01 -7.59505351e-02 8.26529897e-03 -2.57223525e-01
-2.35666493e-01 -3.84454588e-02]
[ 1.10848782e-01 -1.35422472e-01 -1.89750168e-02 1.25249559e-01
-3.16199389e-02 -8.91211308e-02 1.90560111e-01 3.83416889e-03
3.30913061e-02 1.56721956e-02]
[ 3.91316654e-02 -7.67042081e-02 -2.10285772e-01 1.52717375e-01
-4.37511198e-02 8.39149768e-02 -5.93233641e-02 -1.96930168e-02
-8.87806242e-02 -2.18085490e-03]
[ -1.14598662e-01 -5.32158013e-02 -1.99774193e-01 1.65163917e-01
-2.31934423e-02 1.31361071e-01 -6.88790437e-03 -2.49594860e-01
7.69043485e-02 -1.89811973e-01]
[ -7.26272210e-02 -4.62161784e-02 2.74158802e-01 9.37258157e-02
1.33562666e-01 -5.98000961e-02 -1.16870411e-01 1.20279471e-01
6.84087227e-02 2.83276684e-02]
[ 5.03497323e-02 -4.36803036e-02 8.50378881e-02 7.93197108e-02
8.45376556e-02 -1.44508601e-02 2.49529469e-01 1.19899841e-01
-3.60076838e-02 -7.31377707e-02]
[ 1.39207970e-02 -1.37836530e-01 -2.88401366e-01 -4.21768183e-02
1.56173424e-01 -9.39465193e-02 1.50947014e-01 1.64322593e-01
1.14949385e-01 -2.17308854e-02]
[ 4.73797167e-02 -1.77563631e-02 -1.17851881e-01 4.03452191e-02
-7.80325692e-02 3.23219654e-01 2.67456183e-01 2.04750154e-01
-1.63672097e-01 -6.48616559e-02]
[ -6.41233731e-05 -1.95544466e-02 1.21496988e-01 1.02165199e-01
5.43124025e-03 1.06511068e-01 -1.22095076e-01 -4.17719076e-02
2.09701647e-01 7.31936909e-02]
[ 1.09370436e-01 7.71449200e-02 -4.61191080e-02 -1.00131627e-01
-9.58064708e-02 -3.29958782e-01 1.13128146e-01 8.60141123e-03
1.41994963e-01 8.89736191e-02]
[ -1.01421886e-01 -9.54865015e-03 -1.62839452e-02 2.04282996e-02
1.37778810e-02 -2.03035592e-01 -8.04634228e-02 -2.00696754e-02
1.41822954e-02 1.25447021e-01]
[ -1.48670243e-01 -9.01253306e-02 -1.98935641e-01 -7.98934989e-03
-2.64485654e-01 -3.31440102e-03 1.15983826e-02 -2.40671040e-02
-9.18036375e-05 5.62680189e-02]
[ -3.01877065e-02 -8.76372832e-02 -7.47047872e-02 -1.27264960e-01
5.33119371e-01 2.76014809e-01 5.59732027e-01 1.13045688e-01
-1.81840355e-01 -3.76457364e-01]
[ -1.56358109e-02 -3.83861205e-01 -2.97455971e-02 -7.21695509e-02
6.57637321e-01 1.00596506e-01 5.18671826e-01 9.15096433e-02
3.02016992e-02 -3.82257872e-01]
[ 9.76268923e-03 -4.42623137e-01 -4.37370940e-02 -1.09313273e-01
6.81840334e-01 2.42036709e-02 4.92247064e-01 4.85945192e-02
-3.65015433e-01 -2.20451608e-01]
[ -1.66705170e-01 -5.80901414e-01 -8.00818219e-03 -1.98982444e-01
7.55920267e-01 -9.19541040e-02 6.09246429e-01 -8.24607017e-02
-6.44357322e-02 8.66474516e-02]
[ -2.88782079e-01 -3.89499864e-01 5.73448377e-02 -4.25273398e-02
9.04856892e-01 1.40776260e-01 4.07929263e-01 4.80139056e-02
-8.51174791e-02 -1.31373411e-01]
[ -2.03282922e-01 -2.96711633e-01 2.51652738e-01 -2.42234147e-01
6.61114208e-01 -4.46529131e-02 6.80608655e-01 1.31883634e-02
-2.56192431e-01 -2.74674303e-02]
[ -1.30404272e-01 -2.22949510e-01 -1.80974023e-01 -1.02414320e-01
4.92205747e-01 -2.29816262e-01 1.78736360e-01 1.68977886e-01
-1.02015106e-02 -1.20177044e-01]
[ 1.15743317e-01 2.51627973e-01 1.65906017e-01 -8.48633854e-02
-9.74235324e-02 4.80458769e-02 -1.58844824e-01 2.83609704e-01
7.99434010e-02 1.83505772e-01]
[ 3.44581933e-01 3.08390574e-01 -8.54591243e-02 3.06671763e-01
-8.65993562e-01 -2.85591338e-01 -4.64537965e-01 1.76899751e-01
3.76956227e-01 -4.11262384e-02]
[ 4.42403740e-02 1.31170879e-01 2.51783861e-01 2.46212401e-01
-4.75058622e-02 -1.94794166e-01 -1.71375019e-01 -1.33216452e-01
-1.42684079e-01 -2.92687596e-01]
[ 2.45971059e-02 -5.87226177e-02 -1.17801832e-01 -5.25477388e-02
2.36323641e-01 4.03631715e-02 -8.68102493e-03 -1.84420027e-01
3.53387337e-02 2.09416582e-01]
[ 2.76681310e-03 -4.85745132e-02 -6.60744050e-02 -4.86062219e-02
-2.67825236e-02 -1.77689502e-01 8.29876342e-02 1.02481801e-02
3.88829241e-02 7.99589292e-03]
[ 2.86488135e-02 7.04823117e-02 2.44101448e-01 7.36705967e-02
-2.27608467e-01 -1.34668953e-01 1.11815305e-01 3.96025656e-02
-1.85965729e-01 1.07156978e-01]
[ 7.26273469e-02 3.40171877e-02 1.08153701e-01 8.84957237e-03
-2.43353473e-01 6.85275556e-02 6.32468841e-02 -2.70668672e-01
-1.62009705e-02 -8.76926595e-02]
[ -8.42354758e-03 9.90521724e-02 8.58645122e-02 -2.58039192e-02
-5.18323166e-02 1.79612550e-01 9.17740656e-02 1.18746683e-01
-1.83785315e-02 1.76939130e-01]
[ 2.16992060e-01 5.90250896e-02 2.69826990e-02 7.57532420e-02
5.77933319e-02 -2.14546709e-02 -1.53412168e-01 1.48028610e-01
-5.86613814e-02 -2.49772606e-02]
[ 4.22256025e-02 -1.09035899e-02 1.69252107e-02 4.11351793e-02
-4.08102169e-01 -1.22945597e-01 -2.03855030e-01 4.12519372e-02
1.19360673e-01 1.93463033e-01]
[ 4.54450675e-02 5.16328200e-01 1.22566723e-01 4.15525880e-01
-1.10738600e+00 -3.04669736e-01 -6.08140122e-01 -7.23741996e-02
2.88387870e-01 3.31913394e-01]
[ 1.82472080e-01 5.11257253e-01 6.72590255e-02 4.28138334e-01
-8.97673768e-01 -8.52935516e-02 -4.51690220e-01 1.51452909e-01
2.12349745e-01 4.89120474e-01]
[ 2.57578998e-01 3.05229074e-01 2.46775550e-01 1.48065854e-01
-4.21284146e-01 8.00812259e-02 -2.14385383e-01 1.62767666e-01
2.39891005e-01 7.86518569e-02]
[ -7.24361968e-02 2.21957133e-01 2.42245442e-01 1.85429873e-02
-4.24847878e-02 1.30230443e-01 -1.01558736e-01 -1.49839964e-02
-3.12989853e-02 5.23870395e-02]
[ -9.55730401e-02 -3.39405007e-05 2.61099951e-02 9.73413765e-02
-6.18097165e-02 1.14819076e-01 2.48652759e-01 2.04755402e-02
-2.71615482e-01 -8.93027578e-02]
[ -2.20969127e-01 -2.81792687e-02 -9.35820821e-02 -3.45142312e-01
1.85319522e-01 1.19935246e-01 1.06300722e-01 1.03387965e-01
-2.08236393e-01 3.11101727e-02]
[ 1.15845180e-02 -3.81535754e-01 -1.26836815e-01 -1.59958846e-01
3.67960286e-01 2.55341489e-02 1.77262498e-01 1.52660290e-01
-1.63935709e-01 -2.19941030e-01]
[ 1.34314841e-01 -2.05551135e-01 -1.45126050e-01 -3.64965819e-03
8.14321837e-02 -5.59903536e-02 4.51998150e-02 -1.50502506e-01
1.30196212e-01 -1.26509163e-01]
[ -1.17726045e-01 9.71668945e-02 2.62001736e-01 -1.20956195e-02
1.60483737e-01 8.29907512e-02 2.47487081e-02 -2.97891295e-01
-1.14660377e-01 -5.98190741e-02]
[ -3.51516194e-01 4.24333635e-02 1.19788233e-02 -3.27558707e-02
1.67803062e-01 -1.71476382e-01 7.89401564e-04 2.34284613e-01
-9.17172900e-02 7.03741562e-02]
[ 1.46617306e-01 4.71955737e-02 -2.35237320e-01 -8.55241732e-02
1.15612072e-01 -2.96109235e-01 4.96200360e-02 -1.67874001e-01
-6.63211780e-05 -1.89365183e-01]
[ 2.08340820e-01 -1.76742744e-01 6.23414497e-02 -2.77078384e-02
1.04875047e-01 -3.31111695e-02 2.94409023e-02 -1.37134494e-01
1.09119840e-01 -1.84785516e-01]
[ -1.07826856e-01 -6.89054856e-02 1.20054130e-01 1.05049109e-01
5.55805512e-02 -1.12089736e-01 2.60426412e-01 -7.80080524e-02
1.81184201e-01 -8.18059859e-03]
[ -4.81054376e-04 -1.76175022e-01 2.02538982e-01 -2.42025690e-01
-1.95432977e-02 1.14395936e-01 6.03657320e-02 -1.16203985e-01
2.52494316e-02 2.24733252e-01]]
[[ 0.6249176 ]
[ 1.58273567]
[ 0.2823644 ]
[ 0.8824727 ]
[-2.64936731]
[-0.25004537]
[-1.57934056]
[ 0.07338949]
[ 0.6971997 ]
[ 0.90873035]]
Progress: 30.8% ... Training loss: 0.291 ... Validation loss: 0.453[[ 1.63847683e-01 2.07474341e-01 -1.05656335e-01 1.11459074e-01
-5.27597021e-01 -7.24421030e-02 -5.60678282e-02 1.22624349e-01
-5.91153597e-02 1.87501385e-01]
[ 1.74094878e-02 1.64029096e-01 -1.80424298e-02 4.87715810e-02
7.82643968e-02 -7.68195155e-03 3.00846839e-01 4.16128764e-02
1.44473753e-01 -2.36178995e-02]
[ 1.81430009e-01 6.19354498e-01 1.21680886e-02 -1.55793587e-02
3.73953775e-01 -2.73901702e-02 -6.91392207e-01 -3.92232387e-02
5.84353655e-02 2.77587442e-01]
[ 1.78994289e-03 -3.21918413e-01 -2.21973852e-01 8.35620453e-02
-2.19871939e-02 1.50889135e-01 1.48871817e-01 5.82684668e-02
5.50172356e-02 1.89435375e-01]
[ -1.00737210e-02 1.36751280e-01 -1.45198180e-01 4.70294110e-02
3.29017027e-02 -1.82125850e-01 4.80763750e-02 -1.18329322e-01
-1.84515570e-01 -1.43056783e-02]
[ -3.66176654e-01 -5.28446360e-01 -2.89884455e-01 1.71987117e-01
5.89912796e-02 3.82183088e-02 2.16687109e-01 -3.60949760e-02
-4.29256715e-03 1.04968621e-02]
[ -1.07199793e-02 -2.17586220e-01 6.62479358e-03 7.96197843e-02
2.45094969e-02 -6.85429088e-02 1.92286012e-01 -1.91282747e-01
1.83433887e-01 1.95039409e-02]
[ 1.16289966e-01 -2.32047535e-01 3.63560306e-02 -6.23920177e-02
6.89305640e-02 -4.94780969e-02 6.78107765e-02 1.20798614e-01
8.50066493e-02 -1.87363327e-02]
[ -1.78123650e-01 -1.29881351e-01 -3.06007684e-01 -2.89915725e-02
1.48396251e-02 7.15131162e-02 -1.56871291e-01 -2.93295842e-02
2.55854063e-01 -1.38579316e-01]
[ 6.69023630e-02 -3.47081678e-01 9.48666014e-02 4.70447644e-02
-4.60986769e-03 -1.21392346e-01 1.41043059e-01 -1.01889503e-01
3.29216261e-02 1.21840555e-01]
[ -8.56087178e-02 -2.25727870e-02 -8.80531622e-04 -1.51635792e-01
2.49765071e-02 2.06921636e-02 1.63740510e-01 -1.02903417e-01
-1.85388763e-02 -1.31036146e-01]
[ -1.26208095e-01 -1.42052762e-01 -7.41898439e-02 -1.81201616e-02
4.12965552e-01 1.05237818e-01 1.01986250e-01 -1.71509742e-02
-1.80912254e-01 -2.26019661e-01]
[ -1.56972545e-01 4.36118012e-03 6.19163683e-02 2.17009197e-02
-1.72289853e-01 -2.19720223e-01 -1.77935935e-01 -1.97016874e-01
8.69521554e-02 1.74036760e-01]
[ -2.48897548e-01 -2.72151388e-01 1.08613676e-01 2.50691054e-01
-1.04468695e-01 -7.57924700e-02 9.22238889e-03 -2.57270146e-01
-2.36116781e-01 -3.90056876e-02]
[ 1.10269390e-01 -1.36661888e-01 -1.92325110e-02 1.24494461e-01
-2.97458098e-02 -8.89134912e-02 1.91814434e-01 3.76592379e-03
3.24565655e-02 1.48039440e-02]
[ 3.87378942e-02 -7.78782045e-02 -2.10485459e-01 1.52231769e-01
-4.30309664e-02 8.40624207e-02 -5.80942269e-02 -1.97342716e-02
-8.91667019e-02 -2.70573596e-03]
[ -1.15181049e-01 -5.54849274e-02 -2.00039123e-01 1.64320916e-01
-2.13924222e-02 1.31608043e-01 -4.90257366e-03 -2.49660677e-01
7.62882324e-02 -1.90636497e-01]
[ -7.36246601e-02 -4.92829752e-02 2.73719490e-01 9.23761318e-02
1.37851601e-01 -5.93917334e-02 -1.14055958e-01 1.20165516e-01
6.74280841e-02 2.69202670e-02]
[ 5.03999437e-02 -4.31312057e-02 8.50767627e-02 7.93790928e-02
8.49643912e-02 -1.44949381e-02 2.49161342e-01 1.19907798e-01
-3.60188071e-02 -7.29668857e-02]
[ 1.38443418e-02 -1.37897954e-01 -2.88412589e-01 -4.22368709e-02
1.56110801e-01 -9.39202869e-02 1.50986567e-01 1.64324534e-01
1.14879104e-01 -2.17624016e-02]
[ 4.75563967e-02 -1.73784074e-02 -1.17735397e-01 4.06483730e-02
-7.89764388e-02 3.23119461e-01 2.67013951e-01 2.04778654e-01
-1.63409983e-01 -6.46169600e-02]
[ -7.26972903e-04 -2.10501196e-02 1.21208178e-01 1.01225391e-01
8.24290234e-03 1.06775212e-01 -1.20476655e-01 -4.18496356e-02
2.08977381e-01 7.23503983e-02]
[ 1.09562264e-01 7.76552084e-02 -4.60164708e-02 -9.98459893e-02
-9.68210611e-02 -3.30038330e-01 1.12657609e-01 8.62266166e-03
1.42210776e-01 8.91580054e-02]
[ -1.01807937e-01 -1.01852036e-02 -1.64579095e-02 1.98767325e-02
1.53122483e-02 -2.02882985e-01 -7.95801775e-02 -2.01152917e-02
1.37683717e-02 1.24894318e-01]
[ -1.48915698e-01 -9.07039702e-02 -1.99044398e-01 -8.36244836e-03
-2.63595853e-01 -3.20863598e-03 1.22527381e-02 -2.40983232e-02
-3.70643854e-04 5.58814975e-02]
[ -3.02371632e-02 -8.78921235e-02 -7.47122472e-02 -1.27283240e-01
5.33200204e-01 2.76019472e-01 5.59968172e-01 1.13043959e-01
-1.81855814e-01 -3.76506911e-01]
[ -1.58263712e-02 -3.84454745e-01 -2.98214422e-02 -7.24188458e-02
6.58179804e-01 1.00667871e-01 5.19264098e-01 9.14919293e-02
3.00283814e-02 -3.82504321e-01]
[ 9.72115646e-03 -4.42732088e-01 -4.37509188e-02 -1.09369667e-01
6.81982708e-01 2.42190738e-02 4.92349329e-01 4.85897611e-02
-3.65061769e-01 -2.20510199e-01]
[ -1.66722084e-01 -5.81112768e-01 -8.02030157e-03 -1.99022264e-01
7.56098888e-01 -9.19425708e-02 6.09413141e-01 -8.24646133e-02
-6.44719646e-02 8.66259684e-02]
[ -2.88740936e-01 -3.89734987e-01 5.73551750e-02 -4.24375264e-02
9.04442054e-01 1.40752486e-01 4.08143823e-01 4.80215757e-02
-8.50393038e-02 -1.31286337e-01]
[ -2.03357604e-01 -2.97120089e-01 2.51650393e-01 -2.42277675e-01
6.61264708e-01 -4.46437843e-02 6.80912781e-01 1.31867713e-02
-2.56244826e-01 -2.75081431e-02]
[ -1.30341410e-01 -2.22777880e-01 -1.80949278e-01 -1.02326164e-01
4.91968127e-01 -2.29835454e-01 1.78524556e-01 1.68984097e-01
-1.01395319e-02 -1.20085685e-01]
[ 1.15022643e-01 2.50029737e-01 1.65581275e-01 -8.59087836e-02
-9.43600002e-02 4.83431907e-02 -1.57081427e-01 2.83522517e-01
7.91602124e-02 1.82555928e-01]
[ 3.44277880e-01 3.07783646e-01 -8.55487244e-02 3.06436532e-01
-8.65711998e-01 -2.85542996e-01 -4.63883709e-01 1.76877410e-01
3.76698748e-01 -4.14197485e-02]
[ 4.44563259e-02 1.31670023e-01 2.51876518e-01 2.46497442e-01
-4.84230422e-02 -1.94881553e-01 -1.71903876e-01 -1.33192899e-01
-1.42443018e-01 -2.92399223e-01]
[ 2.50395853e-02 -5.76800547e-02 -1.17608019e-01 -5.19149732e-02
2.34395498e-01 4.01911014e-02 -9.73951063e-03 -1.84367944e-01
3.58269497e-02 2.09955997e-01]
[ 2.24217189e-03 -4.98208642e-02 -6.62998348e-02 -4.93765187e-02
-2.45771409e-02 -1.77479470e-01 8.42512654e-02 1.01854748e-02
3.82865817e-02 7.21811867e-03]
[ 2.83760364e-02 6.99846559e-02 2.43989093e-01 7.33163852e-02
-2.26639297e-01 -1.34572306e-01 1.12354039e-01 3.95746519e-02
-1.86255835e-01 1.06817643e-01]
[ 7.22132531e-02 3.31520395e-02 1.07973664e-01 8.25829413e-03
-2.41681435e-01 6.86932186e-02 6.41596078e-02 -2.70717981e-01
-1.66595153e-02 -8.82889925e-02]
[ -8.21239146e-03 9.94642694e-02 8.59436332e-02 -2.55146510e-02
-5.25995111e-02 1.79530373e-01 9.13314287e-02 1.18772804e-01
-1.81454290e-02 1.77236209e-01]
[ 2.16774472e-01 5.85129131e-02 2.68741343e-02 7.54185035e-02
5.88155049e-02 -2.13652662e-02 -1.52941814e-01 1.47999860e-01
-5.89222606e-02 -2.53003304e-02]
[ 4.22384870e-02 -1.05045929e-02 1.69332391e-02 4.11829233e-02
-4.08368085e-01 -1.22946935e-01 -2.03916507e-01 4.12546395e-02
1.19384879e-01 1.93451449e-01]
[ 4.57805224e-02 5.16595257e-01 1.22717032e-01 4.15989219e-01
-1.10825460e+00 -3.04746301e-01 -6.08693541e-01 -7.23347650e-02
2.88766275e-01 3.32476713e-01]
[ 1.82161757e-01 5.10098563e-01 6.71525533e-02 4.27775579e-01
-8.97512433e-01 -8.52098367e-02 -4.50643845e-01 1.51424206e-01
2.12087985e-01 4.88578070e-01]
[ 2.56778759e-01 3.03466669e-01 2.46381385e-01 1.46796447e-01
-4.17943594e-01 8.04374871e-02 -2.12458446e-01 1.62663181e-01
2.38927061e-01 7.74054762e-02]
[ -7.30382790e-02 2.20692860e-01 2.41962818e-01 1.76636064e-02
-3.99272316e-02 1.30467587e-01 -1.00068697e-01 -1.50580637e-02
-3.19881189e-02 5.14821442e-02]
[ -9.58893616e-02 -5.75676695e-04 2.59650530e-02 9.69031211e-02
-6.05896624e-02 1.14944130e-01 2.49247541e-01 2.04371331e-02
-2.71978145e-01 -8.97607982e-02]
[ -2.21093017e-01 -2.84826727e-02 -9.36361682e-02 -3.45291669e-01
1.85824754e-01 1.19986378e-01 1.06500819e-01 1.03377318e-01
-2.08342867e-01 3.09959810e-02]
[ 1.13738849e-02 -3.82092295e-01 -1.26923012e-01 -1.60256240e-01
3.68828647e-01 2.56172623e-02 1.77796785e-01 1.52635924e-01
-1.64174966e-01 -2.20232860e-01]
[ 1.33122532e-01 -2.08096541e-01 -1.45697777e-01 -5.21879959e-03
8.54194116e-02 -5.55469557e-02 4.80497734e-02 -1.50642038e-01
1.28990926e-01 -1.28231517e-01]
[ -1.17430079e-01 9.74368780e-02 2.62174476e-01 -1.15972174e-02
1.59077838e-01 8.28371556e-02 2.41619466e-02 -2.97843391e-01
-1.14270839e-01 -5.94383820e-02]
[ -3.53163427e-01 3.79788830e-02 1.12483258e-02 -3.51535823e-02
1.74549034e-01 -1.70803847e-01 5.09742273e-03 2.34087591e-01
-9.35701051e-02 6.79903403e-02]
[ 1.47038329e-01 4.77034242e-02 -2.35032882e-01 -8.48461226e-02
1.13978282e-01 -2.96270132e-01 4.90187560e-02 -1.67811920e-01
4.69578061e-04 -1.88710430e-01]
[ 2.08157335e-01 -1.77174652e-01 6.22948361e-02 -2.79399958e-02
1.05300652e-01 -3.30729517e-02 2.96520822e-02 -1.37147921e-01
1.08892048e-01 -1.84949144e-01]
[ -1.08055017e-01 -6.90085671e-02 1.19952472e-01 1.04709312e-01
5.67791768e-02 -1.11983886e-01 2.60975373e-01 -7.80392730e-02
1.80851154e-01 -8.51561793e-03]
[ -1.81538486e-03 -1.79352301e-01 2.01950502e-01 -2.43902232e-01
-1.52987695e-02 1.14943840e-01 6.37906649e-02 -1.16363577e-01
2.38545677e-02 2.22903270e-01]]
[[ 0.6142081 ]
[ 1.5741302 ]
[ 0.26843907]
[ 0.86990161]
[-2.66040092]
[-0.26071246]
[-1.59339462]
[ 0.06147133]
[ 0.68448919]
[ 0.89731201]]
Progress: 30.9% ... Training loss: 0.284 ... Validation loss: 0.450[[ 1.62885905e-01 2.05014406e-01 -1.06141504e-01 1.10014359e-01
-5.24414238e-01 -7.19443712e-02 -5.34638760e-02 1.22527350e-01
-6.00214018e-02 1.86079782e-01]
[ 1.71012944e-02 1.63274527e-01 -1.81752765e-02 4.83374429e-02
7.92308922e-02 -7.55432357e-03 3.01630507e-01 4.15821639e-02
1.44142164e-01 -2.40408585e-02]
[ 1.82554928e-01 6.21341025e-01 1.25591224e-02 -1.43738484e-02
3.70586601e-01 -2.77199161e-02 -6.93610799e-01 -3.91331854e-02
5.96183588e-02 2.78991809e-01]
[ -2.90348315e-03 -3.33304849e-01 -2.23902463e-01 7.69629237e-02
-4.32026269e-03 1.52765266e-01 1.60936958e-01 5.78166249e-02
5.00787414e-02 1.82498537e-01]
[ -6.66604769e-03 1.44474714e-01 -1.43776375e-01 5.19736888e-02
1.87497868e-02 -1.83534839e-01 3.99459900e-02 -1.17979546e-01
-1.80876613e-01 -9.31815654e-03]
[ -3.66009086e-01 -5.28409583e-01 -2.89793935e-01 1.72352796e-01
5.75549077e-02 3.81220139e-02 2.16633209e-01 -3.60701418e-02
-4.06861858e-03 1.08179731e-02]
[ -1.05032228e-02 -2.16593319e-01 6.67290847e-03 7.99966643e-02
2.29311641e-02 -6.86171196e-02 1.91640341e-01 -1.91267070e-01
1.83840702e-01 1.98526599e-02]
[ 1.16048641e-01 -2.33752537e-01 3.61914827e-02 -6.28544696e-02
6.97114102e-02 -4.92958079e-02 6.92298768e-02 1.20768189e-01
8.46606811e-02 -1.91567637e-02]
[ -1.78030794e-01 -1.29928776e-01 -3.05955513e-01 -2.88693626e-02
1.47586712e-02 7.14876727e-02 -1.56920394e-01 -2.93178690e-02
2.56029731e-01 -1.38587592e-01]
[ 6.80061895e-02 -3.45386924e-01 9.52646558e-02 4.85580682e-02
-9.51262888e-03 -1.21768552e-01 1.39113335e-01 -1.01785590e-01
3.41368439e-02 1.23424764e-01]
[ -8.66018455e-02 -2.49994768e-02 -1.32861009e-03 -1.53051382e-01
2.88333257e-02 2.11314394e-02 1.66439880e-01 -1.03009936e-01
-1.95829260e-02 -1.32500948e-01]
[ -1.26082937e-01 -1.42043575e-01 -7.41135608e-02 -1.78155583e-02
4.11696682e-01 1.05161088e-01 1.01887030e-01 -1.71265676e-02
-1.80622958e-01 -2.25897945e-01]
[ -1.56972545e-01 4.36118012e-03 6.19163683e-02 2.17009197e-02
-1.72289853e-01 -2.19720223e-01 -1.77935935e-01 -1.97016874e-01
8.69521554e-02 1.74036760e-01]
[ -2.48880526e-01 -2.72177185e-01 1.08605618e-01 2.50749765e-01
-1.04826177e-01 -7.58013317e-02 9.15296404e-03 -2.57266688e-01
-2.36101041e-01 -3.90087445e-02]
[ 1.10143370e-01 -1.36738916e-01 -1.92754848e-02 1.24328651e-01
-2.94487199e-02 -8.88640012e-02 1.92060147e-01 3.75412390e-03
3.23153401e-02 1.46134956e-02]
[ 3.90304277e-02 -7.75888870e-02 -2.10329866e-01 1.52730759e-01
-4.44908957e-02 8.39194359e-02 -5.84270123e-02 -1.96994117e-02
-8.88007057e-02 -2.16579067e-03]
[ -1.15669380e-01 -5.64283403e-02 -2.00261102e-01 1.63641386e-01
-1.92622825e-02 1.31813806e-01 -3.79521640e-03 -2.49708035e-01
7.57959023e-02 -1.91333868e-01]
[ -7.33366746e-02 -4.84702211e-02 2.73786148e-01 9.28056711e-02
1.35935901e-01 -5.94992246e-02 -1.14696561e-01 1.20181105e-01
6.78109560e-02 2.73329780e-02]
[ 5.09340552e-02 -4.20151677e-02 8.53202473e-02 8.01804061e-02
8.26877183e-02 -1.47106361e-02 2.47790492e-01 1.19966217e-01
-3.53786938e-02 -7.21572233e-02]
[ 1.44381772e-02 -1.36777323e-01 -2.88148203e-01 -4.13617904e-02
1.53619827e-01 -9.41532387e-02 1.49941401e-01 1.64386583e-01
1.15556608e-01 -2.09429721e-02]
[ 4.70087404e-02 -1.92418869e-02 -1.18036675e-01 3.96726411e-02
-7.65467099e-02 3.23412737e-01 2.68802242e-01 2.04714288e-01
-1.64160884e-01 -6.55607375e-02]
[ -1.14745281e-03 -2.21544652e-02 1.21026434e-01 1.00662934e-01
9.65284320e-03 1.06946454e-01 -1.19439658e-01 -4.18904009e-02
2.08564406e-01 7.18527030e-02]
[ 1.09651471e-01 7.77033333e-02 -4.59678454e-02 -9.97271419e-02
-9.70757040e-02 -3.30069502e-01 1.12511836e-01 8.63432691e-03
1.42374620e-01 8.91741819e-02]
[ -1.01756782e-01 -1.00863355e-02 -1.64276566e-02 1.99630262e-02
1.52703788e-02 -2.02899220e-01 -7.96762856e-02 -2.01093625e-02
1.38396807e-02 1.24965685e-01]
[ -1.48963204e-01 -9.08983884e-02 -1.99071106e-01 -8.44537950e-03
-2.63380295e-01 -3.18667144e-03 1.24455153e-02 -2.41042025e-02
-4.30127992e-04 5.57856772e-02]
[ -3.05294368e-02 -8.88534497e-02 -7.48414923e-02 -1.27684001e-01
5.34215870e-01 2.76146292e-01 5.60971061e-01 1.13018312e-01
-1.82155474e-01 -3.76944359e-01]
[ -1.59178310e-02 -3.84814044e-01 -2.98675635e-02 -7.25516939e-02
6.58695081e-01 1.00710497e-01 5.19550036e-01 9.14824093e-02
2.99359648e-02 -3.82601687e-01]
[ 9.85488605e-03 -4.42749184e-01 -4.36947383e-02 -1.09170354e-01
6.81495649e-01 2.41569445e-02 4.92122650e-01 4.86045332e-02
-3.64911998e-01 -2.20305073e-01]
[ -1.66728321e-01 -5.81108244e-01 -8.02402231e-03 -1.99034852e-01
7.56141501e-01 -9.19389458e-02 6.09412607e-01 -8.24654676e-02
-6.44814076e-02 8.66130301e-02]
[ -2.89605623e-01 -3.91690603e-01 5.69821584e-02 -4.36632737e-02
9.07511612e-01 1.41118156e-01 4.10326735e-01 4.79352073e-02
-8.59591233e-02 -1.32511304e-01]
[ -2.03411027e-01 -2.97390279e-01 2.51650734e-01 -2.42282278e-01
6.61246122e-01 -4.46425961e-02 6.81200249e-01 1.31865884e-02
-2.56263417e-01 -2.74673672e-02]
[ -1.29842236e-01 -2.21869899e-01 -1.80742258e-01 -1.01554019e-01
4.89804307e-01 -2.30059281e-01 1.77488052e-01 1.69036794e-01
-9.55899714e-03 -1.19366350e-01]
[ 1.14920741e-01 2.49771367e-01 1.65533563e-01 -8.60716607e-02
-9.37361729e-02 4.83779224e-02 -1.56768281e-01 2.83511463e-01
7.90261075e-02 1.82389413e-01]
[ 3.42445495e-01 3.03259818e-01 -8.63596328e-02 3.03774244e-01
-8.59373348e-01 -2.84721009e-01 -4.59270951e-01 1.76691080e-01
3.74729464e-01 -4.41612751e-02]
[ 4.44616487e-02 1.31694394e-01 2.51879112e-01 2.46505755e-01
-4.84410072e-02 -1.94882779e-01 -1.71932718e-01 -1.33192235e-01
-1.42440211e-01 -2.92388086e-01]
[ 2.51970412e-02 -5.72772378e-02 -1.17545471e-01 -5.16795647e-02
2.33809555e-01 4.01227766e-02 -1.01799940e-02 -1.84353749e-01
3.60275029e-02 2.10209067e-01]
[ 2.16207739e-03 -5.00708373e-02 -6.63322658e-02 -4.95157468e-02
-2.41481418e-02 -1.77435606e-01 8.44865332e-02 1.01759040e-02
3.82003650e-02 7.06712905e-03]
[ 2.81028500e-02 6.92442720e-02 2.43869065e-01 7.29000295e-02
-2.25376259e-01 -1.34457422e-01 1.13068741e-01 3.95450428e-02
-1.86575505e-01 1.06406853e-01]
[ 7.34578619e-02 3.63496907e-02 1.08465070e-01 1.00175300e-02
-2.46875970e-01 6.81793877e-02 6.09815814e-02 -2.70608303e-01
-1.52972231e-02 -8.65322662e-02]
[ -8.39623965e-03 9.90505438e-02 8.58730327e-02 -2.57766228e-02
-5.17973794e-02 1.79608462e-01 9.17911408e-02 1.18754708e-01
-1.83449497e-02 1.76965646e-01]
[ 2.16444049e-01 5.76390461e-02 2.67076323e-02 7.48892226e-02
6.03617462e-02 -2.12112716e-02 -1.52061606e-01 1.47962569e-01
-5.93421092e-02 -2.58486452e-02]
[ 4.22800926e-02 -1.03044864e-02 1.69630935e-02 4.12689685e-02
-4.08654088e-01 -1.22970181e-01 -2.04075544e-01 4.12605562e-02
1.19451224e-01 1.93537673e-01]
[ 4.72958685e-02 5.19849556e-01 1.23413955e-01 4.18172904e-01
-1.11413374e+00 -3.05342799e-01 -6.11944110e-01 -7.21728271e-02
2.90510522e-01 3.34667757e-01]
[ 1.82558019e-01 5.11195461e-01 6.72932661e-02 4.28299600e-01
-8.99102651e-01 -8.53713331e-02 -4.51647798e-01 1.51457282e-01
2.12455118e-01 4.88974540e-01]
[ 2.57146586e-01 3.04477993e-01 2.46559479e-01 1.47384685e-01
-4.19611170e-01 8.02716452e-02 -2.13514897e-01 1.62704855e-01
2.39374601e-01 7.80163084e-02]
[ -7.23747815e-02 2.22164799e-01 2.42225684e-01 1.86373494e-02
-4.28908738e-02 1.30190763e-01 -1.01708001e-01 -1.49906379e-02
-3.12442787e-02 5.24427088e-02]
[ -9.60733041e-02 -1.04560104e-03 2.58798260e-02 9.66343069e-02
-5.98126211e-02 1.15022478e-01 2.49708126e-01 2.04183950e-02
-2.72178887e-01 -8.99959012e-02]
[ -2.21473249e-01 -2.94340671e-02 -9.38093704e-02 -3.45842842e-01
1.87468088e-01 1.20153156e-01 1.07451370e-01 1.03341788e-01
-2.08757103e-01 3.04700394e-02]
[ 1.12590079e-02 -3.82341962e-01 -1.26966577e-01 -1.60415534e-01
3.69301953e-01 2.56642399e-02 1.78101456e-01 1.52624479e-01
-1.64296015e-01 -2.20400579e-01]
[ 1.32727611e-01 -2.09020745e-01 -1.45881080e-01 -5.74437380e-03
8.65999527e-02 -5.53772316e-02 4.91361388e-02 -1.50691549e-01
1.28634188e-01 -1.28844107e-01]
[ -1.17187800e-01 9.73460860e-02 2.62281410e-01 -1.11909094e-02
1.57853236e-01 8.27477505e-02 2.40359768e-02 -2.97810636e-01
-1.13945704e-01 -5.90833241e-02]
[ -3.53644976e-01 3.65707819e-02 1.10549770e-02 -3.58623591e-02
1.76260419e-01 -1.70593286e-01 6.53557984e-03 2.34046479e-01
-9.40232215e-02 6.71875708e-02]
[ 1.47266527e-01 4.81016864e-02 -2.34913803e-01 -8.44354017e-02
1.12944329e-01 -2.96391680e-01 4.83795021e-02 -1.67782020e-01
7.72149276e-04 -1.88281763e-01]
[ 2.08671648e-01 -1.76272415e-01 6.25117150e-02 -2.72537854e-02
1.03798367e-01 -3.32621841e-02 2.87610154e-02 -1.37096654e-01
1.09497755e-01 -1.84199946e-01]
[ -1.07787649e-01 -6.85488846e-02 1.20055662e-01 1.05116330e-01
5.55463139e-02 -1.12079202e-01 2.60521217e-01 -7.80139386e-02
1.81118524e-01 -8.13694953e-03]
[ -1.95521426e-03 -1.79412135e-01 2.01807330e-01 -2.44175821e-01
-1.55118052e-02 1.15045397e-01 6.40470145e-02 -1.16390410e-01
2.36241026e-02 2.22648162e-01]]
[[ 0.6153265 ]
[ 1.57971834]
[ 0.27148714]
[ 0.87144379]
[-2.65983502]
[-0.26291889]
[-1.59569095]
[ 0.05938782]
[ 0.68471677]
[ 0.89853362]]
Progress: 30.9% ... Training loss: 0.286 ... Validation loss: 0.446[[ 1.61685579e-01 2.01053276e-01 -1.06703012e-01 1.08084019e-01
-5.19107136e-01 -7.13679693e-02 -4.97272330e-02 1.22410281e-01
-6.12969355e-02 1.84142212e-01]
[ 1.71639556e-02 1.63273051e-01 -1.81431606e-02 4.84487205e-02
7.88972036e-02 -7.58757941e-03 3.01525808e-01 4.15898159e-02
1.44239355e-01 -2.39354536e-02]
[ 1.80158366e-01 6.18135441e-01 1.14202252e-02 -1.85748244e-02
3.82940226e-01 -2.64209910e-02 -6.89454364e-01 -3.94081540e-02
5.67978097e-02 2.75239074e-01]
[ -2.45897597e-03 -3.34305960e-01 -2.23734956e-01 7.74114503e-02
-5.34666389e-03 1.52677200e-01 1.61164180e-01 5.78449051e-02
5.09084602e-02 1.83424700e-01]
[ -4.76887394e-03 1.50394865e-01 -1.42931373e-01 5.48972680e-02
9.81760694e-03 -1.84405558e-01 3.47862268e-02 -1.17781801e-01
-1.79102972e-01 -6.77443847e-03]
[ -3.65921400e-01 -5.29368350e-01 -2.89729857e-01 1.72839403e-01
5.55710424e-02 3.79691576e-02 2.17718571e-01 -3.60400119e-02
-3.86158339e-03 1.09566930e-02]
[ -1.10861423e-02 -2.17820879e-01 6.42214745e-03 7.91610879e-02
2.52245298e-02 -6.83404974e-02 1.92684707e-01 -1.91316710e-01
1.83184656e-01 1.89868323e-02]
[ 1.14833878e-01 -2.36965994e-01 3.56238243e-02 -6.47747197e-02
7.48216768e-02 -4.87040308e-02 7.26626177e-02 1.20643757e-01
8.32833696e-02 -2.10689334e-02]
[ -1.77482971e-01 -1.29210151e-01 -3.05702962e-01 -2.80779031e-02
1.28984713e-02 7.12357996e-02 -1.58025893e-01 -2.92630575e-02
2.56699151e-01 -1.37839991e-01]
[ 6.77552284e-02 -3.47031654e-01 9.51517976e-02 4.82645236e-02
-8.59181645e-03 -1.21666456e-01 1.40595663e-01 -1.01799378e-01
3.37514824e-02 1.23022213e-01]
[ -8.74309741e-02 -2.76675779e-02 -1.70741105e-03 -1.54235211e-01
3.11442564e-02 2.15062193e-02 1.68956634e-01 -1.03084319e-01
-2.04058034e-02 -1.33871174e-01]
[ -1.26165022e-01 -1.42411903e-01 -7.41236930e-02 -1.78159448e-02
4.12024506e-01 1.05147882e-01 1.02344919e-01 -1.71275268e-02
-1.80571623e-01 -2.26016845e-01]
[ -1.56972545e-01 4.36118012e-03 6.19163683e-02 2.17009197e-02
-1.72289853e-01 -2.19720223e-01 -1.77935935e-01 -1.97016874e-01
8.69521554e-02 1.74036760e-01]
[ -2.48883084e-01 -2.72669380e-01 1.08656161e-01 2.51010012e-01
-1.05922163e-01 -7.58865347e-02 9.73972849e-03 -2.57249230e-01
-2.36029219e-01 -3.89170016e-02]
[ 1.10192125e-01 -1.37220551e-01 -1.92664422e-02 1.24473191e-01
-3.00961282e-02 -8.89062151e-02 1.92483329e-01 3.76164002e-03
3.23851686e-02 1.46610485e-02]
[ 3.87067274e-02 -7.84241442e-02 -2.10483255e-01 1.52294615e-01
-4.38288385e-02 8.40547418e-02 -5.74629817e-02 -1.97303875e-02
-8.91358920e-02 -2.69848115e-03]
[ -1.16476483e-01 -5.82312930e-02 -2.00619394e-01 1.62503353e-01
-1.58664097e-02 1.32159052e-01 -2.01221543e-03 -2.49779410e-01
7.48956731e-02 -1.92482926e-01]
[ -7.23723089e-02 -4.61943014e-02 2.74216015e-01 9.41537128e-02
1.32217831e-01 -5.98934119e-02 -1.17171421e-01 1.20272975e-01
6.88705920e-02 2.86504593e-02]
[ 5.05859959e-02 -4.28376319e-02 8.51685425e-02 7.96930365e-02
8.42859810e-02 -1.45583218e-02 2.48586368e-01 1.19934967e-01
-3.57617496e-02 -7.26179882e-02]
[ 1.35520184e-02 -1.39278312e-01 -2.88573498e-01 -4.27637165e-02
1.57145924e-01 -9.37395091e-02 1.52235975e-01 1.64294831e-01
1.14582961e-01 -2.23786561e-02]
[ 4.67247046e-02 -2.01475922e-02 -1.18205316e-01 3.91477389e-02
-7.51152545e-02 3.23581851e-01 2.69768382e-01 2.04676124e-01
-1.64585743e-01 -6.61181546e-02]
[ -1.73604116e-03 -2.32154005e-02 1.20822907e-01 9.99024310e-02
1.20667439e-02 1.07174389e-01 -1.17901723e-01 -4.19375813e-02
2.08085209e-01 7.11483500e-02]
[ 1.09689105e-01 7.78648176e-02 -4.59478569e-02 -9.96807786e-02
-9.71401444e-02 -3.30087094e-01 1.12420296e-01 8.63779609e-03
1.42400358e-01 8.92120051e-02]
[ -1.01377798e-01 -9.25558243e-03 -1.62578237e-02 2.05144932e-02
1.36191549e-02 -2.03063699e-01 -8.06382905e-02 -2.00720998e-02
1.42592010e-02 1.25528056e-01]
[ -1.48314915e-01 -8.99455711e-02 -1.98791324e-01 -7.52491928e-03
-2.65671244e-01 -3.46297099e-03 1.10793885e-02 -2.40402105e-02
2.62599221e-04 5.66769977e-02]
[ -3.04522501e-02 -8.91014131e-02 -7.48002640e-02 -1.27516969e-01
5.33687473e-01 2.76098922e-01 5.61146499e-01 1.13030222e-01
-1.82049862e-01 -3.76793331e-01]
[ -1.56583888e-02 -3.84427649e-01 -2.97536567e-02 -7.21701756e-02
6.57633495e-01 1.00595121e-01 5.19078187e-01 9.15082773e-02
3.02315272e-02 -3.82305858e-01]
[ 9.88400978e-03 -4.43219263e-01 -4.36678566e-02 -1.09062667e-01
6.80985122e-01 2.41191335e-02 4.92423425e-01 4.86129751e-02
-3.64847316e-01 -2.20237459e-01]
[ -1.67103086e-01 -5.82068364e-01 -8.19246000e-03 -1.99561048e-01
7.57567206e-01 -9.17735546e-02 6.10336682e-01 -8.25022311e-02
-6.49031826e-02 8.61029774e-02]
[ -2.89822026e-01 -3.92079221e-01 5.68890078e-02 -4.39661216e-02
9.08363857e-01 1.41209433e-01 4.10805710e-01 4.79146256e-02
-8.61812071e-02 -1.32819581e-01]
[ -2.03778265e-01 -2.98533761e-01 2.51499605e-01 -2.42806015e-01
6.62717484e-01 -4.44912981e-02 6.82119927e-01 1.31515739e-02
-2.56672761e-01 -2.80045459e-02]
[ -1.29904533e-01 -2.22406276e-01 -1.80781682e-01 -1.01620961e-01
4.90023831e-01 -2.30040980e-01 1.77963700e-01 1.69033456e-01
-9.56335262e-03 -1.19363729e-01]
[ 1.14885600e-01 2.49672406e-01 1.65520568e-01 -8.61137503e-02
-9.36083371e-02 4.83890677e-02 -1.56678777e-01 2.83509814e-01
7.89920826e-02 1.82357139e-01]
[ 3.42543480e-01 3.02749480e-01 -8.63356049e-02 3.03695649e-01
-8.58792266e-01 -2.84702408e-01 -4.59192648e-01 1.76694264e-01
3.74850176e-01 -4.42323955e-02]
[ 4.45254885e-02 1.31695288e-01 2.51912958e-01 2.46630261e-01
-4.87453143e-02 -1.94919060e-01 -1.72097836e-01 -1.33183700e-01
-1.42360764e-01 -2.92279387e-01]
[ 2.52390167e-02 -5.72745738e-02 -1.17523685e-01 -5.16056490e-02
2.33545740e-01 4.00976327e-02 -1.02101883e-02 -1.84348687e-01
3.60974284e-02 2.10288489e-01]
[ 2.23729457e-03 -4.99146999e-02 -6.62880297e-02 -4.93780747e-02
-2.45879419e-02 -1.77477604e-01 8.43022193e-02 1.01852052e-02
3.83054614e-02 7.20915753e-03]
[ 2.74846606e-02 6.76600520e-02 2.43585886e-01 7.19810887e-02
-2.22571204e-01 -1.34187138e-01 1.14670322e-01 3.94822927e-02
-1.87296514e-01 1.05511713e-01]
[ 7.32109492e-02 3.57913928e-02 1.08351668e-01 9.64739602e-03
-2.45780703e-01 6.82899718e-02 6.16358279e-02 -2.70631431e-01
-1.55865143e-02 -8.69090660e-02]
[ -8.15119720e-03 9.99691366e-02 8.59975021e-02 -2.53915124e-02
-5.28067423e-02 1.79500880e-01 9.09617475e-02 1.18783443e-01
-1.80582332e-02 1.77319462e-01]
[ 2.16508796e-01 5.77243401e-02 2.67311442e-02 7.49605923e-02
6.01635750e-02 -2.12335997e-02 -1.52209445e-01 1.47967633e-01
-5.92736212e-02 -2.57849911e-02]
[ 4.24170706e-02 -9.65107169e-03 1.70369862e-02 4.15196533e-02
-4.09454056e-01 -1.23045829e-01 -2.04458789e-01 4.12762264e-02
1.19680895e-01 1.93713283e-01]
[ 4.72044526e-02 5.19577415e-01 1.23358457e-01 4.18040313e-01
-1.11426378e+00 -3.05312958e-01 -6.11527271e-01 -7.21785569e-02
2.90356390e-01 3.34431635e-01]
[ 1.82204073e-01 5.10705965e-01 6.71349384e-02 4.27870959e-01
-8.98156864e-01 -8.52155772e-02 -4.50888042e-01 1.51422114e-01
2.12014874e-01 4.88412713e-01]
[ 2.56765000e-01 3.03765876e-01 2.46382048e-01 1.46853331e-01
-4.18079091e-01 8.04489260e-02 -2.12497566e-01 1.62667493e-01
2.38917489e-01 7.74815727e-02]
[ -7.19672259e-02 2.23012288e-01 2.42418775e-01 1.92722623e-02
-4.48357864e-02 1.29997724e-01 -1.02638447e-01 -1.49480795e-02
-3.07581626e-02 5.30472253e-02]
[ -9.60550469e-02 -9.42314742e-04 2.58863937e-02 9.66544211e-02
-5.98679674e-02 1.15016418e-01 2.49612612e-01 2.04203232e-02
-2.72166318e-01 -8.99700862e-02]
[ -2.21531873e-01 -2.95754924e-02 -9.38369083e-02 -3.45933965e-01
1.87751912e-01 1.20179686e-01 1.07557350e-01 1.03335955e-01
-2.08826734e-01 3.03873551e-02]
[ 1.13860011e-02 -3.82063652e-01 -1.26915302e-01 -1.60234627e-01
3.68767982e-01 2.56102582e-02 1.77798208e-01 1.52636410e-01
-1.64154511e-01 -2.20216695e-01]
[ 1.32336259e-01 -2.10229932e-01 -1.46149557e-01 -6.31728416e-03
8.71023269e-02 -5.51745689e-02 5.07434004e-02 -1.50734845e-01
1.28063487e-01 -1.29684965e-01]
[ -1.17170860e-01 9.73866449e-02 2.62326043e-01 -1.10799757e-02
1.57520849e-01 8.27144676e-02 2.40123799e-02 -2.97798928e-01
-1.13880721e-01 -5.89884080e-02]
[ -3.53507995e-01 3.67495876e-02 1.11536969e-02 -3.55741967e-02
1.75330786e-01 -1.70690223e-01 6.14535175e-03 2.34067343e-01
-9.38184967e-02 6.74735925e-02]
[ 1.46995196e-01 4.71074681e-02 -2.35035710e-01 -8.47628014e-02
1.13844499e-01 -2.96290880e-01 4.92583717e-02 -1.67802222e-01
5.31854584e-04 -1.88616415e-01]
[ 2.08995986e-01 -1.76383235e-01 6.26573060e-02 -2.68508262e-02
1.03774712e-01 -3.33836358e-02 2.83257556e-02 -1.37063929e-01
1.09823159e-01 -1.83885297e-01]
[ -1.08278795e-01 -6.98198838e-02 1.19851411e-01 1.04381068e-01
5.77943983e-02 -1.11877589e-01 2.61764317e-01 -7.80588837e-02
1.80654893e-01 -8.92884139e-03]
[ -2.44181956e-03 -1.80727434e-01 2.01611230e-01 -2.44820064e-01
-1.43171910e-02 1.15255663e-01 6.56238384e-02 -1.16436395e-01
2.31467137e-02 2.22028301e-01]]
[[ 0.60973167]
[ 1.57549465]
[ 0.2674472 ]
[ 0.86787479]
[-2.66405375]
[-0.26664568]
[-1.5985244 ]
[ 0.05569063]
[ 0.67990308]
[ 0.89323214]]
Progress: 30.9% ... Training loss: 0.286 ... Validation loss: 0.450[[ 1.61261649e-01 2.00793915e-01 -1.06827680e-01 1.07552750e-01
-5.17828587e-01 -7.11949730e-02 -4.93248575e-02 1.22377142e-01
-6.16506560e-02 1.83627358e-01]
[ 1.69381298e-02 1.62760167e-01 -1.82441177e-02 4.81349444e-02
7.98910760e-02 -7.48501307e-03 3.02093547e-01 4.15694564e-02
1.43985190e-01 -2.42337045e-02]
[ 1.78693632e-01 6.17057700e-01 1.07529106e-02 -2.10247471e-02
3.90156433e-01 -2.57499195e-02 -6.87986652e-01 -3.95520425e-02
5.48267507e-02 2.73031039e-01]
[ 6.96636539e-04 -3.29301898e-01 -2.22340386e-01 8.23219240e-02
-1.87623058e-02 1.51193762e-01 1.55614430e-01 5.81588263e-02
5.45401811e-02 1.88337911e-01]
[ -6.03525584e-03 1.48125191e-01 -1.43638543e-01 5.27888984e-02
1.60825961e-02 -1.83818369e-01 3.75361035e-02 -1.17913928e-01
-1.80528271e-01 -9.01441326e-03]
[ -3.66092468e-01 -5.30513530e-01 -2.89785394e-01 1.72784018e-01
5.50477401e-02 3.79765787e-02 2.18718466e-01 -3.60485067e-02
-3.89781870e-03 1.07920358e-02]
[ -9.77643767e-03 -2.14969793e-01 7.02269395e-03 8.11075737e-02
1.99851421e-02 -6.89061072e-02 1.89696454e-01 -1.91193629e-01
1.84719964e-01 2.09688094e-02]
[ 1.15105692e-01 -2.36060046e-01 3.57596574e-02 -6.43922995e-02
7.33530950e-02 -4.88579074e-02 7.15419648e-02 1.20666961e-01
8.35177843e-02 -2.05995235e-02]
[ -1.77900985e-01 -1.30519607e-01 -3.05869332e-01 -2.86634863e-02
1.42511940e-02 7.14173136e-02 -1.56981505e-01 -2.92996508e-02
2.56298212e-01 -1.38444666e-01]
[ 6.80361066e-02 -3.46245532e-01 9.53333179e-02 4.87095130e-02
-1.13606252e-02 -1.21794255e-01 1.39604747e-01 -1.01776882e-01
3.41896288e-02 1.23439689e-01]
[ -8.67931277e-02 -2.70701105e-02 -1.39496747e-03 -1.53132864e-01
2.78441317e-02 2.11404984e-02 1.67885963e-01 -1.03013809e-01
-1.96044506e-02 -1.32740514e-01]
[ -1.26091309e-01 -1.42493095e-01 -7.41031841e-02 -1.76753426e-02
4.12214890e-01 1.05110851e-01 1.02341882e-01 -1.71193367e-02
-1.80478573e-01 -2.25882925e-01]
[ -1.56972545e-01 4.36118012e-03 6.19163683e-02 2.17009197e-02
-1.72289853e-01 -2.19720223e-01 -1.77935935e-01 -1.97016874e-01
8.69521554e-02 1.74036760e-01]
[ -2.48608595e-01 -2.72799780e-01 1.08793693e-01 2.51525858e-01
-1.07769317e-01 -7.60633175e-02 9.46431748e-03 -2.57217887e-01
-2.35611629e-01 -3.84654129e-02]
[ 1.09832239e-01 -1.37756034e-01 -1.94100362e-02 1.24042261e-01
-2.91818054e-02 -8.87604552e-02 1.93300449e-01 3.73081563e-03
3.20474245e-02 1.41981506e-02]
[ 3.90696362e-02 -7.78746874e-02 -2.10322925e-01 1.52813914e-01
-4.50026272e-02 8.39068603e-02 -5.80391256e-02 -1.96951207e-02
-8.86855971e-02 -2.11513371e-03]
[ -1.16098922e-01 -5.75102234e-02 -2.00455113e-01 1.63041319e-01
-1.69748176e-02 1.31981407e-01 -2.64837496e-03 -2.49746288e-01
7.53007233e-02 -1.91933607e-01]
[ -7.24238085e-02 -4.65706580e-02 2.74193564e-01 9.40959233e-02
1.32410094e-01 -5.98705608e-02 -1.16980762e-01 1.20269504e-01
6.87971833e-02 2.86114351e-02]
[ 5.09519840e-02 -4.17222320e-02 8.53468437e-02 8.02265741e-02
8.23808987e-02 -1.47040734e-02 2.47378042e-01 1.19966767e-01
-3.53140756e-02 -7.21161239e-02]
[ 1.39279202e-02 -1.38030759e-01 -2.88400080e-01 -4.21915479e-02
1.55130570e-01 -9.39444801e-02 1.51018924e-01 1.64331404e-01
1.14959791e-01 -2.17913244e-02]
[ 4.67710089e-02 -1.99243828e-02 -1.18180407e-01 3.92251145e-02
-7.53638356e-02 3.23548236e-01 2.69582694e-01 2.04680681e-01
-1.64528274e-01 -6.60392389e-02]
[ -1.96416387e-03 -2.40541796e-02 1.20731250e-01 9.95637053e-02
1.30763402e-02 1.07286106e-01 -1.17363483e-01 -4.19603134e-02
2.07825903e-01 7.08300919e-02]
[ 1.09304125e-01 7.69308833e-02 -4.61112503e-02 -1.00243274e-01
-9.59275775e-02 -3.29913737e-01 1.13435909e-01 8.60083162e-03
1.42016576e-01 8.86244692e-02]
[ -1.01019069e-01 -8.59779291e-03 -1.60929333e-02 2.10690222e-02
1.19780646e-02 -2.03227197e-01 -8.15253902e-02 -2.00367599e-02
1.46775955e-02 1.26077880e-01]
[ -1.48459870e-01 -9.03426995e-02 -1.98859416e-01 -7.75776314e-03
-2.64939085e-01 -3.39706254e-03 1.14390099e-02 -2.40530269e-02
7.60854962e-05 5.64645784e-02]
[ -3.07130204e-02 -8.99176290e-02 -7.49204353e-02 -1.27882147e-01
5.34585138e-01 2.76214059e-01 5.61941683e-01 1.13007295e-01
-1.82343012e-01 -3.77160991e-01]
[ -1.53615293e-02 -3.84241570e-01 -2.96213064e-02 -7.17388519e-02
6.56286962e-01 1.00459733e-01 5.18699125e-01 9.15358630e-02
3.05603331e-02 -3.81879678e-01]
[ 1.06169059e-02 -4.42221968e-01 -4.33670212e-02 -1.07997235e-01
6.77891692e-01 2.37858321e-02 4.90989477e-01 4.86817883e-02
-3.64022913e-01 -2.19122281e-01]
[ -1.66612995e-01 -5.81390413e-01 -7.98181677e-03 -1.98783033e-01
7.55669937e-01 -9.20140270e-02 6.09630447e-01 -8.24546984e-02
-6.42856485e-02 8.69175153e-02]
[ -2.90350244e-01 -3.93361133e-01 5.66663301e-02 -4.47271653e-02
9.10313445e-01 1.41440589e-01 4.12166211e-01 4.78659701e-02
-8.67706380e-02 -1.33581246e-01]
[ -2.03650564e-01 -2.98329991e-01 2.51556215e-01 -2.42616880e-01
6.62147229e-01 -4.45473707e-02 6.81951211e-01 1.31630690e-02
-2.56523817e-01 -2.78152087e-02]
[ -1.29561386e-01 -2.21861012e-01 -1.80611302e-01 -1.01074863e-01
4.88420533e-01 -2.30199956e-01 1.77200178e-01 1.69068043e-01
-9.15162966e-03 -1.18838240e-01]
[ 1.14640958e-01 2.49101293e-01 1.65425414e-01 -8.64552614e-02
-9.25611190e-02 4.84919221e-02 -1.56036614e-01 2.83487502e-01
7.87186702e-02 1.82009733e-01]
[ 3.42283347e-01 3.02727799e-01 -8.64242224e-02 3.03378354e-01
-8.58204865e-01 -2.84600658e-01 -4.58805415e-01 1.76673332e-01
3.74692431e-01 -4.45215927e-02]
[ 4.46355828e-02 1.31954763e-01 2.51960002e-01 2.46780358e-01
-4.92699911e-02 -1.94959735e-01 -1.72385322e-01 -1.33174665e-01
-1.42240764e-01 -2.92149789e-01]
[ 2.61300139e-02 -5.50426142e-02 -1.17111788e-01 -5.02501924e-02
2.29334458e-01 3.96911719e-02 -1.25446281e-02 -1.84268868e-01
3.71562455e-02 2.11591647e-01]
[ 2.36174297e-03 -4.95457818e-02 -6.62447000e-02 -4.92367766e-02
-2.51605562e-02 -1.77523219e-01 8.38568912e-02 1.01928261e-02
3.84036169e-02 7.36863104e-03]
[ 2.68605021e-02 6.60469254e-02 2.43313920e-01 7.10780940e-02
-2.19777789e-01 -1.33905743e-01 1.16275337e-01 3.94239638e-02
-1.87993642e-01 1.04593941e-01]
[ 7.31652730e-02 3.56481210e-02 1.08330812e-01 9.57788354e-03
-2.45619113e-01 6.83109380e-02 6.17476786e-02 -2.70635146e-01
-1.56445457e-02 -8.69609465e-02]
[ -8.70161269e-03 9.86949102e-02 8.57525304e-02 -2.61862494e-02
-5.05446587e-02 1.79719509e-01 9.23029755e-02 1.18737943e-01
-1.86673974e-02 1.76506095e-01]
[ 2.16401649e-01 5.74013595e-02 2.66789183e-02 7.47697360e-02
6.06020159e-02 -2.11812892e-02 -1.52098740e-01 1.47955778e-01
-5.94358455e-02 -2.59726414e-02]
[ 4.23840114e-02 -9.26869164e-03 1.70449346e-02 4.15210959e-02
-4.09565297e-01 -1.23045413e-01 -2.04765154e-01 4.12755561e-02
1.19638376e-01 1.93649814e-01]
[ 4.74787182e-02 5.20305614e-01 1.23482849e-01 4.18383609e-01
-1.11503132e+00 -3.05434525e-01 -6.12253424e-01 -7.21545157e-02
2.90636653e-01 3.34826064e-01]
[ 1.82172658e-01 5.10676177e-01 6.71210031e-02 4.27828270e-01
-8.97961551e-01 -8.51979400e-02 -4.50841667e-01 1.51418442e-01
2.11976078e-01 4.88397974e-01]
[ 2.56485384e-01 3.03203223e-01 2.46262633e-01 1.46459542e-01
-4.16953577e-01 8.05711340e-02 -2.11867357e-01 1.62641797e-01
2.38611575e-01 7.70833724e-02]
[ -7.16280147e-02 2.23846002e-01 2.42562952e-01 1.97524170e-02
-4.63198397e-02 1.29854833e-01 -1.03530945e-01 -1.49170251e-02
-3.03779943e-02 5.35339578e-02]
[ -9.58839282e-02 -3.74301321e-04 2.59627410e-02 9.69237902e-02
-6.06249037e-02 1.14942305e-01 2.49010950e-01 2.04370787e-02
-2.71949617e-01 -8.97110604e-02]
[ -2.21410128e-01 -2.92714517e-02 -9.37820535e-02 -3.45767527e-01
1.87283952e-01 1.20125134e-01 1.07230434e-01 1.03347252e-01
-2.08690709e-01 3.05702199e-02]
[ 1.13211150e-02 -3.82411346e-01 -1.26931647e-01 -1.60284637e-01
3.68838299e-01 2.56253320e-02 1.78075452e-01 1.52632234e-01
-1.64215989e-01 -2.20307639e-01]
[ 1.34237667e-01 -2.05348100e-01 -1.45274314e-01 -3.33240818e-03
7.79993479e-02 -5.60366778e-02 4.58412527e-02 -1.50556285e-01
1.30300646e-01 -1.26741538e-01]
[ -1.17747789e-01 9.58255625e-02 2.62102000e-01 -1.17988198e-02
1.59658339e-01 8.29509295e-02 2.54298073e-02 -2.97845869e-01
-1.14494657e-01 -5.97542769e-02]
[ -3.54385197e-01 3.46467038e-02 1.07613865e-02 -3.68288838e-02
1.78589162e-01 -1.70330368e-01 8.30881316e-03 2.33987223e-01
-9.47920482e-02 6.62395394e-02]
[ 1.46565794e-01 4.57366249e-02 -2.35255433e-01 -8.53894732e-02
1.15690893e-01 -2.96134209e-01 5.06975243e-02 -1.67840177e-01
5.02194484e-05 -1.89274334e-01]
[ 2.09508030e-01 -1.75261703e-01 6.29021415e-02 -2.62315959e-02
1.02461242e-01 -3.35858265e-02 2.69769001e-02 -1.37019099e-01
1.10380180e-01 -1.83166893e-01]
[ -1.07927636e-01 -6.94880682e-02 1.20023216e-01 1.04903144e-01
5.60652798e-02 -1.12034788e-01 2.61172176e-01 -7.80234426e-02
1.81081874e-01 -8.32122104e-03]
[ -2.33046052e-03 -1.80725407e-01 2.01669896e-01 -2.44658105e-01
-1.52924322e-02 1.15193623e-01 6.53823179e-02 -1.16429013e-01
2.33272243e-02 2.22098746e-01]]
[[ 0.6136797 ]
[ 1.5736566 ]
[ 0.26960826]
[ 0.87211451]
[-2.65858366]
[-0.26157033]
[-1.59073295]
[ 0.05832876]
[ 0.68488306]
[ 0.89663413]]
Progress: 31.0% ... Training loss: 0.284 ... Validation loss: 0.452[[ 1.62335762e-01 2.02447189e-01 -1.06262988e-01 1.08947494e-01
-5.20860780e-01 -7.16222137e-02 -5.15266137e-02 1.22481681e-01
-6.03611162e-02 1.85148693e-01]
[ 1.69758636e-02 1.62848184e-01 -1.82282603e-02 4.81914857e-02
7.97854601e-02 -7.50212287e-03 3.01979707e-01 4.15734218e-02
1.44030851e-01 -2.41785820e-02]
[ 1.80907838e-01 6.20449831e-01 1.17273783e-02 -1.81064899e-02
3.83579026e-01 -2.66566548e-02 -6.93974390e-01 -3.93511822e-02
5.73949148e-02 2.76250094e-01]
[ 7.51999555e-04 -3.29289349e-01 -2.22204784e-01 8.30316618e-02
-2.06010255e-02 1.51104904e-01 1.55899102e-01 5.81937812e-02
5.52196955e-02 1.89315840e-01]
[ -5.44654926e-03 1.48437560e-01 -1.43412425e-01 5.37532180e-02
1.32775609e-02 -1.84203435e-01 3.61308944e-02 -1.17842152e-01
-1.80131688e-01 -8.34045109e-03]
[ -3.67463405e-01 -5.33582872e-01 -2.90401783e-01 1.70819851e-01
5.88479161e-02 3.85638666e-02 2.22755138e-01 -3.61836013e-02
-5.55042070e-03 8.54044097e-03]
[ -9.98896902e-03 -2.16342024e-01 6.94566644e-03 8.07291528e-02
2.10499524e-02 -6.88047568e-02 1.90279629e-01 -1.91214116e-01
1.84535715e-01 2.07534548e-02]
[ 1.15578069e-01 -2.35209950e-01 3.59721233e-02 -6.37546377e-02
7.14286771e-02 -4.90342858e-02 7.06127629e-02 1.20711146e-01
8.40313141e-02 -2.00985886e-02]
[ -1.78613422e-01 -1.32187633e-01 -3.06148392e-01 -2.96255344e-02
1.66560271e-02 7.17093004e-02 -1.55157345e-01 -2.93635998e-02
2.55729152e-01 -1.39394167e-01]
[ 6.52860068e-02 -3.52518605e-01 9.40853375e-02 4.44153444e-02
-8.16149583e-04 -1.20529950e-01 1.46608126e-01 -1.02062153e-01
3.10842311e-02 1.19001380e-01]
[ -8.62525388e-02 -2.60633042e-02 -1.12097021e-03 -1.52261392e-01
2.49570280e-02 2.09038362e-02 1.66548081e-01 -1.02952613e-01
-1.89575195e-02 -1.31964286e-01]
[ -1.25705328e-01 -1.42486331e-01 -7.38892113e-02 -1.69196201e-02
4.09902920e-01 1.04887455e-01 1.02191191e-01 -1.70706065e-02
-1.79912488e-01 -2.25136360e-01]
[ -1.56972545e-01 4.36118012e-03 6.19163683e-02 2.17009197e-02
-1.72289853e-01 -2.19720223e-01 -1.77935935e-01 -1.97016874e-01
8.69521554e-02 1.74036760e-01]
[ -2.49494404e-01 -2.74719062e-01 1.08379075e-01 2.50292707e-01
-1.05551342e-01 -7.56908481e-02 1.18237352e-02 -2.57303294e-01
-2.36684159e-01 -3.98884109e-02]
[ 1.10207506e-01 -1.37594379e-01 -1.92404047e-02 1.24507034e-01
-3.02003932e-02 -8.89228648e-02 1.93084436e-01 3.76682574e-03
3.24362190e-02 1.46794066e-02]
[ 3.89166191e-02 -7.82211444e-02 -2.10390386e-01 1.52605567e-01
-4.43477691e-02 8.39714824e-02 -5.76779406e-02 -1.97097283e-02
-8.88587562e-02 -2.33407422e-03]
[ -1.15929284e-01 -5.74168123e-02 -2.00367556e-01 1.63315398e-01
-1.76239588e-02 1.31917135e-01 -3.02425972e-03 -2.49728605e-01
7.55410295e-02 -1.91628169e-01]
[ -7.36232773e-02 -4.95542030e-02 2.73667170e-01 9.23213583e-02
1.37251027e-01 -5.93447853e-02 -1.13996844e-01 1.20150858e-01
6.74838177e-02 2.69322313e-02]
[ 5.17162733e-02 -4.03464299e-02 8.56852702e-02 8.12620873e-02
7.95197884e-02 -1.50411722e-02 2.45528578e-01 1.20042391e-01
-3.44896672e-02 -7.10442807e-02]
[ 1.39907058e-02 -1.37787886e-01 -2.88385366e-01 -4.20839346e-02
1.54519314e-01 -9.39625580e-02 1.50726119e-01 1.64334192e-01
1.14987074e-01 -2.16561940e-02]
[ 4.71670861e-02 -1.93737965e-02 -1.17989791e-01 3.98229879e-02
-7.71179508e-02 3.23370278e-01 2.68784858e-01 2.04720480e-01
-1.64018120e-01 -6.55632870e-02]
[ -1.85823036e-03 -2.37708306e-02 1.20779472e-01 9.96433197e-02
1.30513987e-02 1.07262667e-01 -1.17472404e-01 -4.19498071e-02
2.07924184e-01 7.08679409e-02]
[ 1.08953158e-01 7.62990453e-02 -4.62480518e-02 -1.00772641e-01
-9.46912034e-02 -3.29752573e-01 1.14301375e-01 8.56718656e-03
1.41755087e-01 8.81356683e-02]
[ -1.01402578e-01 -9.49447241e-03 -1.62495639e-02 2.05849452e-02
1.33316917e-02 -2.03080157e-01 -8.06204826e-02 -2.00705694e-02
1.43188742e-02 1.25577342e-01]
[ -1.49184621e-01 -9.15320763e-02 -1.99166688e-01 -8.75469662e-03
-2.62978298e-01 -3.08063162e-03 1.31198461e-02 -2.41246663e-02
-7.26257608e-04 5.53520748e-02]
[ -3.10770113e-02 -9.09001986e-02 -7.50667647e-02 -1.28376871e-01
5.36062442e-01 2.76360659e-01 5.62840091e-01 1.12974750e-01
-1.82721834e-01 -3.77724330e-01]
[ -1.57226546e-02 -3.85238113e-01 -2.97704152e-02 -7.22442837e-02
6.57752984e-01 1.00606952e-01 5.19679537e-01 9.15031315e-02
3.01825423e-02 -3.82427871e-01]
[ 1.08580333e-02 -4.41884611e-01 -4.32610807e-02 -1.07633608e-01
6.77006116e-01 2.36789001e-02 4.90546307e-01 4.87065902e-02
-3.63746375e-01 -2.18755919e-01]
[ -1.66181416e-01 -5.80987574e-01 -7.76086643e-03 -1.98038462e-01
7.53569249e-01 -9.22385109e-02 6.09103223e-01 -8.24066534e-02
-6.37027470e-02 8.76873493e-02]
[ -2.90407857e-01 -3.93425779e-01 5.66409647e-02 -4.48093096e-02
9.10611784e-01 1.41465186e-01 4.12294580e-01 4.78603850e-02
-8.68302633e-02 -1.33666795e-01]
[ -2.03720347e-01 -2.98540211e-01 2.51526679e-01 -2.42713226e-01
6.62413372e-01 -4.45182795e-02 6.82140329e-01 1.31564697e-02
-2.56600358e-01 -2.79185131e-02]
[ -1.29287219e-01 -2.21483209e-01 -1.80492041e-01 -1.00606052e-01
4.86982329e-01 -2.30340275e-01 1.76698354e-01 1.69099702e-01
-8.79189343e-03 -1.18381296e-01]
[ 1.14560412e-01 2.48851818e-01 1.65389290e-01 -8.65814202e-02
-9.22347975e-02 4.85292053e-02 -1.55772457e-01 2.83479656e-01
7.86436141e-02 1.81903985e-01]
[ 3.42756052e-01 3.04412071e-01 -8.61563324e-02 3.04050598e-01
-8.60101852e-01 -2.84789186e-01 -4.59977659e-01 1.76722894e-01
3.75436503e-01 -4.35482677e-02]
[ 4.44548123e-02 1.31610362e-01 2.51873723e-01 2.46499635e-01
-4.85113711e-02 -1.94881676e-01 -1.72022838e-01 -1.33193074e-01
-1.42454707e-01 -2.92428586e-01]
[ 2.60204666e-02 -5.53186253e-02 -1.17149624e-01 -5.04029481e-02
2.29795555e-01 3.97342839e-02 -1.22685004e-02 -1.84278283e-01
3.70343818e-02 2.11431810e-01]
[ 2.29222844e-03 -4.97134621e-02 -6.62752306e-02 -4.93334700e-02
-2.48577091e-02 -1.77495554e-01 8.40124697e-02 1.01865863e-02
3.83308703e-02 7.26858339e-03]
[ 2.73281363e-02 6.71631627e-02 2.43535486e-01 7.17198106e-02
-2.21738683e-01 -1.34094913e-01 1.15064640e-01 3.94631161e-02
-1.87464641e-01 1.05289203e-01]
[ 7.27076236e-02 3.45491151e-02 1.08125473e-01 8.89880287e-03
-2.43619874e-01 6.85091778e-02 6.29604649e-02 -2.70676342e-01
-1.61721690e-02 -8.76623346e-02]
[ -9.27521240e-03 9.73663878e-02 8.54875577e-02 -2.70706377e-02
-4.83179099e-02 1.79968821e-01 9.36777985e-02 1.18682276e-01
-1.93515015e-02 1.75642437e-01]
[ 2.15926254e-01 5.62395561e-02 2.64342742e-02 7.39841689e-02
6.25915615e-02 -2.09724672e-02 -1.50982406e-01 1.47903462e-01
-6.00451420e-02 -2.67756443e-02]
[ 4.19391407e-02 -1.01373649e-02 1.68658706e-02 4.08791845e-02
-4.07851656e-01 -1.22861562e-01 -2.03754089e-01 4.12317556e-02
1.19134844e-01 1.92961094e-01]
[ 4.76048181e-02 5.20740899e-01 1.23495604e-01 4.18518832e-01
-1.11584067e+00 -3.05445116e-01 -6.12309126e-01 -7.21453169e-02
2.90613229e-01 3.34776220e-01]
[ 1.82175101e-01 5.09913479e-01 6.71236211e-02 4.27886431e-01
-8.99065369e-01 -8.51945883e-02 -4.50524379e-01 1.51415052e-01
2.12047439e-01 4.88209885e-01]
[ 2.56225972e-01 3.02747515e-01 2.46152309e-01 1.46050891e-01
-4.15988116e-01 8.06949615e-02 -2.11345341e-01 1.62614449e-01
2.38295276e-01 7.66841538e-02]
[ -7.18108091e-02 2.23615049e-01 2.42462419e-01 1.94436369e-02
-4.55739691e-02 1.29956240e-01 -1.03284565e-01 -1.49370988e-02
-3.06262188e-02 5.32186790e-02]
[ -9.60084086e-02 -6.38131435e-04 2.59035450e-02 9.67362383e-02
-6.00630900e-02 1.15000905e-01 2.49303838e-01 2.04240486e-02
-2.72100103e-01 -8.99090929e-02]
[ -2.21443062e-01 -2.94075356e-02 -9.37947739e-02 -3.45807317e-01
1.87345693e-01 1.20136411e-01 1.07329291e-01 1.03344475e-01
-2.08724970e-01 3.05280057e-02]
[ 1.13258538e-02 -3.82425816e-01 -1.26924737e-01 -1.60265270e-01
3.68758462e-01 2.56172867e-02 1.78054025e-01 1.52633438e-01
-1.64198340e-01 -2.20290620e-01]
[ 1.33630771e-01 -2.06588261e-01 -1.45534831e-01 -4.10972010e-03
7.90613154e-02 -5.57822194e-02 4.73561849e-02 -1.50618202e-01
1.29684437e-01 -1.27641461e-01]
[ -1.16846734e-01 9.68843727e-02 2.62515053e-01 -1.05572387e-02
1.56572317e-01 8.25653820e-02 2.36124814e-02 -2.97752819e-01
-1.13409428e-01 -5.84644440e-02]
[ -3.53842841e-01 3.57724848e-02 1.09818807e-02 -3.60853696e-02
1.76272310e-01 -1.70541257e-01 7.29047172e-03 2.34028000e-01
-9.42438478e-02 6.67806337e-02]
[ 1.45976038e-01 4.44601906e-02 -2.35477767e-01 -8.61670502e-02
1.17740205e-01 -2.95913640e-01 5.21007962e-02 -1.67891879e-01
-5.59792198e-04 -1.90132825e-01]
[ 2.08318646e-01 -1.77735696e-01 6.23720703e-02 -2.79096926e-02
1.06843558e-01 -3.30857729e-02 2.96580881e-02 -1.37130384e-01
1.09015482e-01 -1.84904472e-01]
[ -1.07047027e-01 -6.79310752e-02 1.20457097e-01 1.06140874e-01
5.33847816e-02 -1.12420581e-01 2.59476737e-01 -7.79260093e-02
1.82032976e-01 -7.02522278e-03]
[ -4.09197293e-03 -1.84735905e-01 2.00855380e-01 -2.47314919e-01
-9.35725465e-03 1.16005017e-01 6.98288367e-02 -1.16610716e-01
2.14412295e-02 2.19552298e-01]]
[[ 0.60855281]
[ 1.57383012]
[ 0.26287353]
[ 0.86613567]
[-2.66369239]
[-0.26788789]
[-1.59964162]
[ 0.05382933]
[ 0.67803842]
[ 0.89094905]]
Progress: 31.1% ... Training loss: 0.286 ... Validation loss: 0.453[[ 1.62627208e-01 2.03353855e-01 -1.06098736e-01 1.09375574e-01
-5.22682811e-01 -7.17463338e-02 -5.25071643e-02 1.22505724e-01
-6.01345580e-02 1.85589644e-01]
[ 1.69032580e-02 1.62285716e-01 -1.82277112e-02 4.82690070e-02
7.89984161e-02 -7.51476625e-03 3.02332313e-01 4.15725337e-02
1.44008814e-01 -2.42825879e-02]
[ 1.79663231e-01 6.18485573e-01 1.11563575e-02 -2.06568929e-02
3.91127361e-01 -2.60431049e-02 -6.92426305e-01 -3.94927836e-02
5.56781126e-02 2.74498224e-01]
[ 4.98022267e-03 -3.18566074e-01 -2.20410516e-01 8.92417907e-02
-3.73286144e-02 1.49454568e-01 1.45238078e-01 5.85385924e-02
5.99902905e-02 1.95113315e-01]
[ -7.28946380e-03 1.43784606e-01 -1.44233711e-01 5.11739598e-02
1.95528399e-02 -1.83551162e-01 4.05971522e-02 -1.17980127e-01
-1.82037945e-01 -1.10785790e-02]
[ -3.68510071e-01 -5.36321439e-01 -2.90794110e-01 1.69626690e-01
6.15221300e-02 3.89133993e-02 2.25620103e-01 -3.62592572e-02
-6.61326679e-03 7.11124651e-03]
[ -1.00717403e-02 -2.17604726e-01 6.95191670e-03 8.05473954e-02
2.14344640e-02 -6.87561148e-02 1.90973717e-01 -1.91211896e-01
1.84439284e-01 2.06407616e-02]
[ 1.15471872e-01 -2.34578745e-01 3.59382964e-02 -6.39135124e-02
7.16335151e-02 -4.90325451e-02 7.00003473e-02 1.20695809e-01
8.39359030e-02 -2.00713134e-02]
[ -1.78545808e-01 -1.32053845e-01 -3.06110983e-01 -2.95382618e-02
1.70367498e-02 7.16735944e-02 -1.55088198e-01 -2.93541443e-02
2.55736831e-01 -1.39331507e-01]
[ 6.40451703e-02 -3.56225345e-01 9.35979991e-02 4.24960256e-02
4.67257222e-03 -1.20007636e-01 1.49700875e-01 -1.02164408e-01
2.96416012e-02 1.17290220e-01]
[ -8.64463918e-02 -2.64560003e-02 -1.14616293e-03 -1.52269022e-01
2.48736921e-02 2.08624978e-02 1.67217360e-01 -1.02952831e-01
-1.90613881e-02 -1.32029029e-01]
[ -1.25438658e-01 -1.41623170e-01 -7.37591747e-02 -1.64391923e-02
4.08141820e-01 1.04770688e-01 1.01444947e-01 -1.70474509e-02
-1.79612997e-01 -2.24812409e-01]
[ -1.56972545e-01 4.36118012e-03 6.19163683e-02 2.17009197e-02
-1.72289853e-01 -2.19720223e-01 -1.77935935e-01 -1.97016874e-01
8.69521554e-02 1.74036760e-01]
[ -2.49806574e-01 -2.75352096e-01 1.08282650e-01 2.50011818e-01
-1.04935722e-01 -7.55751906e-02 1.25620369e-02 -2.57327210e-01
-2.36989210e-01 -4.03671464e-02]
[ 1.09792136e-01 -1.38718046e-01 -1.94031350e-02 1.24010383e-01
-2.89929837e-02 -8.87730833e-02 1.94264691e-01 3.73538771e-03
3.20065041e-02 1.40820686e-02]
[ 3.77334835e-02 -8.10818502e-02 -2.10906076e-01 1.50964923e-01
-4.01970941e-02 8.44365382e-02 -5.45887226e-02 -1.98043738e-02
-9.01766333e-02 -4.00145443e-03]
[ -1.15415513e-01 -5.71350470e-02 -2.00158271e-01 1.63958353e-01
-1.94309159e-02 1.31720358e-01 -3.80685628e-03 -2.49684758e-01
7.61260106e-02 -1.90906098e-01]
[ -7.40941123e-02 -5.09323142e-02 2.73476575e-01 9.16059306e-02
1.39371112e-01 -5.91372870e-02 -1.12803429e-01 1.20108957e-01
6.69407301e-02 2.62467370e-02]
[ 5.16987867e-02 -4.01480583e-02 8.57234677e-02 8.12199748e-02
7.94609813e-02 -1.50489373e-02 2.45330476e-01 1.20045183e-01
-3.45377835e-02 -7.09626947e-02]
[ 1.37484127e-02 -1.38081812e-01 -2.88496521e-01 -4.24692920e-02
1.55653072e-01 -9.38679604e-02 1.50852166e-01 1.64309205e-01
1.14723306e-01 -2.19628594e-02]
[ 4.75920614e-02 -1.79888676e-02 -1.17773598e-01 4.05146805e-02
-7.89476680e-02 3.23152668e-01 2.67490922e-01 2.04759152e-01
-1.63517357e-01 -6.48384488e-02]
[ -1.33437873e-03 -2.23266161e-02 1.20987625e-01 1.00370956e-01
1.06055146e-02 1.07033382e-01 -1.18765591e-01 -4.19050436e-02
2.08506646e-01 7.15923237e-02]
[ 1.08717093e-01 7.57464050e-02 -4.63501395e-02 -1.01107493e-01
-9.35210416e-02 -3.29655918e-01 1.15019678e-01 8.54876990e-03
1.41442534e-01 8.77671370e-02]
[ -1.01777507e-01 -1.04283097e-02 -1.64054256e-02 2.00436241e-02
1.49840590e-02 -2.02922239e-01 -7.96350403e-02 -2.01030690e-02
1.38993208e-02 1.25020369e-01]
[ -1.48562954e-01 -9.03017106e-02 -1.98886467e-01 -7.82624581e-03
-2.65242723e-01 -3.35214918e-03 1.16724707e-02 -2.40662530e-02
-1.75111470e-06 5.63083628e-02]
[ -3.12693260e-02 -9.13682381e-02 -7.51455795e-02 -1.28654055e-01
5.36869733e-01 2.76444492e-01 5.63316648e-01 1.12957485e-01
-1.82935787e-01 -3.78008747e-01]
[ -1.63252184e-02 -3.86710315e-01 -3.00378971e-02 -7.31228071e-02
6.60274976e-01 1.00871169e-01 5.21232237e-01 9.14498729e-02
2.95139433e-02 -3.83290369e-01]
[ 1.04249294e-02 -4.43125000e-01 -4.34704256e-02 -1.08321377e-01
6.79011013e-01 2.38922133e-02 4.92039107e-01 4.86633025e-02
-3.64263666e-01 -2.19445394e-01]
[ -1.65901891e-01 -5.80584518e-01 -7.64242444e-03 -1.97633496e-01
7.52588694e-01 -9.23633397e-02 6.08544484e-01 -8.23818959e-02
-6.33848915e-02 8.80905890e-02]
[ -2.90315006e-01 -3.93321527e-01 5.67236893e-02 -4.45184251e-02
9.09757062e-01 1.41378986e-01 4.12177613e-01 4.78764610e-02
-8.66172097e-02 -1.33447558e-01]
[ -2.03855636e-01 -2.98861696e-01 2.51469524e-01 -2.42911990e-01
6.63002720e-01 -4.44561664e-02 6.82492821e-01 1.31446945e-02
-2.56748318e-01 -2.80963941e-02]
[ -1.28995297e-01 -2.20963715e-01 -1.80360026e-01 -1.00149179e-01
4.85572762e-01 -2.30466565e-01 1.76131805e-01 1.69128092e-01
-8.44425205e-03 -1.17939990e-01]
[ 1.15431412e-01 2.51058597e-01 1.65806364e-01 -8.51827770e-02
-9.63277985e-02 4.81043686e-02 -1.58106485e-01 2.83563574e-01
7.97263327e-02 1.83278414e-01]
[ 3.43832471e-01 3.07386432e-01 -8.56552660e-02 3.05588344e-01
-8.64061738e-01 -2.85264857e-01 -4.62955412e-01 1.76821618e-01
3.76576668e-01 -4.19131351e-02]
[ 4.46474601e-02 1.32047043e-01 2.51957382e-01 2.46753615e-01
-4.93174030e-02 -1.94966729e-01 -1.72527378e-01 -1.33175516e-01
-1.42230320e-01 -2.92137736e-01]
[ 2.61349236e-02 -5.51932787e-02 -1.17104588e-01 -5.02517993e-02
2.29372983e-01 3.96866121e-02 -1.25272631e-02 -1.84270567e-01
3.71573574e-02 2.11590230e-01]
[ 2.29222844e-03 -4.97134621e-02 -6.62752306e-02 -4.93334700e-02
-2.48577091e-02 -1.77495554e-01 8.40124697e-02 1.01865863e-02
3.83308703e-02 7.26858339e-03]
[ 2.67763580e-02 6.58733303e-02 2.43304613e-01 7.09427175e-02
-2.19408364e-01 -1.33879960e-01 1.16441198e-01 3.94164648e-02
-1.88063460e-01 1.04506924e-01]
[ 7.19540122e-02 3.27398642e-02 1.07802374e-01 7.80198757e-03
-2.40476991e-01 6.88141712e-02 6.47745053e-02 -2.70738085e-01
-1.70242814e-02 -8.87521760e-02]
[ -9.70271033e-03 9.65129175e-02 8.53218965e-02 -2.76978816e-02
-4.67113484e-02 1.80155622e-01 9.48084630e-02 1.18643461e-01
-1.98356182e-02 1.75027853e-01]
[ 2.15968431e-01 5.63444726e-02 2.64497858e-02 7.40228413e-02
6.25234936e-02 -2.10002232e-02 -1.51122047e-01 1.47905518e-01
-6.00105186e-02 -2.67910183e-02]
[ 4.24522335e-02 -8.83826925e-03 1.70886358e-02 4.16239602e-02
-4.09890136e-01 -1.23071452e-01 -2.04970246e-01 4.12778960e-02
1.19618679e-01 1.93711018e-01]
[ 4.55904332e-02 5.16399085e-01 1.22646864e-01 4.15725522e-01
-1.10862040e+00 -3.04628418e-01 -6.07797374e-01 -7.23177731e-02
2.88352231e-01 3.31935246e-01]
[ 1.83067900e-01 5.11356024e-01 6.75241557e-02 4.29125437e-01
-9.02746282e-01 -8.55621377e-02 -4.52417709e-01 1.51494746e-01
2.13074825e-01 4.89465230e-01]
[ 2.56326604e-01 3.02976917e-01 2.46163815e-01 1.46168710e-01
-4.16470125e-01 8.06680707e-02 -2.11766476e-01 1.62620253e-01
2.38389568e-01 7.68052151e-02]
[ -7.21517825e-02 2.22844555e-01 2.42318931e-01 1.89586163e-02
-4.41581506e-02 1.30099382e-01 -1.02514931e-01 -1.49664243e-02
-3.10123883e-02 5.27376799e-02]
[ -9.58805452e-02 -3.14843811e-04 2.59620907e-02 9.69272094e-02
-6.06504946e-02 1.14942707e-01 2.48987933e-01 2.04358880e-02
-2.71957606e-01 -8.97175645e-02]
[ -2.21560635e-01 -2.97366451e-02 -9.38527025e-02 -3.45970369e-01
1.87885376e-01 1.20184547e-01 1.07651561e-01 1.03335051e-01
-2.08853709e-01 3.03696679e-02]
[ 1.11315390e-02 -3.82935224e-01 -1.27013526e-01 -1.60552500e-01
3.69606889e-01 2.57041320e-02 1.78573850e-01 1.52615449e-01
-1.64418019e-01 -2.20586385e-01]
[ 1.34167657e-01 -2.05605584e-01 -1.45337628e-01 -3.42294547e-03
7.73089246e-02 -5.59928277e-02 4.61563702e-02 -1.50577964e-01
1.30220896e-01 -1.26938313e-01]
[ -1.17225745e-01 9.54622487e-02 2.62394179e-01 -1.08534944e-02
1.56842749e-01 8.26645979e-02 2.48534423e-02 -2.97772844e-01
-1.13711967e-01 -5.89567809e-02]
[ -3.53848614e-01 3.55194113e-02 1.10007646e-02 -3.61297572e-02
1.76385031e-01 -1.70530854e-01 7.54936671e-03 2.34029273e-01
-9.42294436e-02 6.67763271e-02]
[ 1.45261788e-01 4.24620558e-02 -2.35764814e-01 -8.71030208e-02
1.20275495e-01 -2.95639268e-01 5.41279473e-02 -1.67950965e-01
-1.34149844e-03 -1.91182142e-01]
[ 2.07119964e-01 -1.80529157e-01 6.18713657e-02 -2.95648918e-02
1.11171692e-01 -3.26393405e-02 3.27642435e-02 -1.37221253e-01
1.07756431e-01 -1.86538106e-01]
[ -1.06424401e-01 -6.58582672e-02 1.20752310e-01 1.07030284e-01
5.12889981e-02 -1.12681184e-01 2.57665739e-01 -7.78688073e-02
1.82592925e-01 -6.04387679e-03]
[ -4.12179077e-03 -1.84560872e-01 2.00870212e-01 -2.47405811e-01
-9.11137090e-03 1.16010015e-01 6.92222719e-02 -1.16618766e-01
2.14267058e-02 2.19595446e-01]]
[[ 0.60536933]
[ 1.56874136]
[ 0.25783932]
[ 0.86292942]
[-2.66908282]
[-0.26873236]
[-1.60224876]
[ 0.05315479]
[ 0.67640839]
[ 0.88875254]]
Progress: 31.1% ... Training loss: 0.287 ... Validation loss: 0.459[[ 1.62935181e-01 2.03633186e-01 -1.05953343e-01 1.10002295e-01
-5.24311955e-01 -7.19191057e-02 -5.24461892e-02 1.22538165e-01
-5.97571449e-02 1.86118976e-01]
[ 1.71766553e-02 1.62854905e-01 -1.80927207e-02 4.87195969e-02
7.77426637e-02 -7.64981291e-03 3.01985297e-01 4.15985049e-02
1.44353639e-01 -2.38315383e-02]
[ 1.77481137e-01 6.14692504e-01 1.01337250e-02 -2.43506157e-02
4.03605672e-01 -2.48766482e-02 -6.88230567e-01 -3.97051103e-02
5.28888407e-02 2.71247494e-01]
[ 8.73176204e-03 -3.09743479e-01 -2.18918221e-01 9.47382903e-02
-5.39499081e-02 1.47822167e-01 1.35915160e-01 5.88734563e-02
6.43166469e-02 2.00949369e-01]
[ -8.36380544e-03 1.42673940e-01 -1.44562585e-01 4.99905861e-02
2.09146674e-02 -1.83286952e-01 4.27724748e-02 -1.18057760e-01
-1.83058757e-01 -1.28309175e-02]
[ -3.67341394e-01 -5.34845203e-01 -2.90226527e-01 1.71738257e-01
5.42556477e-02 3.82670940e-02 2.24058890e-01 -3.61363453e-02
-5.07024064e-03 8.98346220e-03]
[ -1.08573409e-02 -2.19081909e-01 6.62268316e-03 7.93067168e-02
2.47249232e-02 -6.83741433e-02 1.92937532e-01 -1.91286790e-01
1.83619536e-01 1.94337783e-02]
[ 1.15548405e-01 -2.34712771e-01 3.59774010e-02 -6.38315779e-02
7.17768789e-02 -4.90515196e-02 7.02108701e-02 1.20702570e-01
8.40462042e-02 -1.99144480e-02]
[ -1.77862723e-01 -1.30704570e-01 -3.05829445e-01 -2.84566424e-02
1.46540266e-02 7.13781824e-02 -1.56609595e-01 -2.92827503e-02
2.56409817e-01 -1.38222228e-01]
[ 6.14404158e-02 -3.63017907e-01 9.25675633e-02 3.88214335e-02
1.49093287e-02 -1.18868803e-01 1.56557100e-01 -1.02380604e-01
2.68027758e-02 1.13679948e-01]
[ -8.34999724e-02 -1.99459966e-02 8.89614246e-05 -1.47821230e-01
1.21464723e-02 1.95364640e-02 1.61258211e-01 -1.02687733e-01
-1.56930646e-02 -1.27731130e-01]
[ -1.24637629e-01 -1.40126311e-01 -7.34048710e-02 -1.51779500e-02
4.04416901e-01 1.04379169e-01 9.96395984e-02 -1.69701800e-02
-1.78635931e-01 -2.23568661e-01]
[ -1.56972545e-01 4.36118012e-03 6.19163683e-02 2.17009197e-02
-1.72289853e-01 -2.19720223e-01 -1.77935935e-01 -1.97016874e-01
8.69521554e-02 1.74036760e-01]
[ -2.49774643e-01 -2.75702163e-01 1.08328551e-01 2.50229932e-01
-1.06045552e-01 -7.56335212e-02 1.28270816e-02 -2.57315074e-01
-2.36872348e-01 -4.01793163e-02]
[ 1.10502045e-01 -1.37388141e-01 -1.90792711e-02 1.25121801e-01
-3.24778058e-02 -8.91062785e-02 1.93228325e-01 3.80075026e-03
3.28569717e-02 1.51613774e-02]
[ 3.80790774e-02 -8.04298558e-02 -2.10746316e-01 1.51567950e-01
-4.24237129e-02 8.42365110e-02 -5.54129916e-02 -1.97710673e-02
-8.97455231e-02 -3.57749274e-03]
[ -1.15625907e-01 -5.74514844e-02 -2.00257036e-01 1.63624773e-01
-1.83061157e-02 1.31814209e-01 -3.27178974e-03 -2.49701856e-01
7.58908610e-02 -1.91247340e-01]
[ -7.49029921e-02 -5.26431950e-02 2.73147567e-01 9.04056973e-02
1.42362479e-01 -5.87587211e-02 -1.10816141e-01 1.20033006e-01
6.61298998e-02 2.50380983e-02]
[ 5.18184268e-02 -3.98897777e-02 8.57752503e-02 8.13286948e-02
7.91406739e-02 -1.50863803e-02 2.45100434e-01 1.20051893e-01
-3.44424278e-02 -7.08432570e-02]
[ 1.32227875e-02 -1.39605903e-01 -2.88754346e-01 -4.33165140e-02
1.58025951e-01 -9.35974236e-02 1.52262598e-01 1.64259988e-01
1.14085103e-01 -2.26687429e-02]
[ 4.78841436e-02 -1.72836086e-02 -1.17654132e-01 4.09357815e-02
-7.99797001e-02 3.23020155e-01 2.66824238e-01 2.04781140e-01
-1.63186458e-01 -6.43701109e-02]
[ -9.71509002e-04 -2.15795823e-02 1.21182878e-01 1.00967150e-01
9.34165605e-03 1.06868844e-01 -1.19532665e-01 -4.18632102e-02
2.08957943e-01 7.21117159e-02]
[ 1.09052995e-01 7.66956688e-02 -4.62294871e-02 -1.00538606e-01
-9.45382531e-02 -3.29805526e-01 1.14239512e-01 8.58504908e-03
1.41728580e-01 8.83389831e-02]
[ -1.01768400e-01 -1.05355050e-02 -1.63954253e-02 2.00728287e-02
1.49105388e-02 -2.02927499e-01 -7.95519646e-02 -2.01014034e-02
1.39232893e-02 1.25048950e-01]
[ -1.48082396e-01 -8.97204737e-02 -1.98668556e-01 -7.06743391e-03
-2.67418951e-01 -3.59290713e-03 1.07878911e-02 -2.40170960e-02
6.02991118e-04 5.70968073e-02]
[ -3.08950403e-02 -9.08303684e-02 -7.49902121e-02 -1.28101022e-01
5.35223739e-01 2.76289879e-01 5.62725704e-01 1.12991624e-01
-1.82550663e-01 -3.77528714e-01]
[ -1.62861570e-02 -3.86993447e-01 -3.00175275e-02 -7.30659015e-02
6.59929156e-01 1.00850501e-01 5.21375725e-01 9.14534061e-02
2.95638102e-02 -3.83245163e-01]
[ 1.05421329e-02 -4.43054281e-01 -4.34189703e-02 -1.08109403e-01
6.78421008e-01 2.38279269e-02 4.91891787e-01 4.86767063e-02
-3.64095334e-01 -2.19225268e-01]
[ -1.65973627e-01 -5.80749564e-01 -7.65810985e-03 -1.97686894e-01
7.52784731e-01 -9.23481226e-02 6.08878324e-01 -8.23849047e-02
-6.34290409e-02 8.80327163e-02]
[ -2.90212779e-01 -3.93147262e-01 5.67733447e-02 -4.43370380e-02
9.09260481e-01 1.41322757e-01 4.11950118e-01 4.78877862e-02
-8.64740184e-02 -1.33272777e-01]
[ -2.03968707e-01 -2.99068741e-01 2.51426367e-01 -2.43072408e-01
6.63514257e-01 -4.44029430e-02 6.82836367e-01 1.31349533e-02
-2.56873998e-01 -2.82265049e-02]
[ -1.28762258e-01 -2.20577248e-01 -1.80234897e-01 -9.97035000e-02
4.84162630e-01 -2.30599519e-01 1.75671311e-01 1.69155850e-01
-8.11064433e-03 -1.17461210e-01]
[ 1.14957186e-01 2.49911043e-01 1.65571756e-01 -8.59653005e-02
-9.39031233e-02 4.83489816e-02 -1.56952391e-01 2.83516376e-01
7.91811810e-02 1.82644388e-01]
[ 3.44644111e-01 3.09477158e-01 -8.53447850e-02 3.06845286e-01
-8.67410578e-01 -2.85618574e-01 -4.64935926e-01 1.76891486e-01
3.77473222e-01 -4.06746688e-02]
[ 4.48378386e-02 1.32285493e-01 2.52045113e-01 2.47032094e-01
-5.00562949e-02 -1.95051194e-01 -1.72895668e-01 -1.33158600e-01
-1.42018007e-01 -2.91867234e-01]
[ 2.62317299e-02 -5.51155629e-02 -1.17074997e-01 -5.01243036e-02
2.28981384e-01 3.96469565e-02 -1.26675132e-02 -1.84263657e-01
3.72533428e-02 2.11728116e-01]
[ 2.19201417e-03 -5.00605794e-02 -6.63199746e-02 -4.94660289e-02
-2.45686378e-02 -1.77456530e-01 8.43644252e-02 1.01792323e-02
3.82472251e-02 7.12743896e-03]
[ 2.71598229e-02 6.68132289e-02 2.43463701e-01 7.14557134e-02
-2.20650436e-01 -1.34046048e-01 1.15702928e-01 3.94468105e-02
-1.87635857e-01 1.05047774e-01]
[ 7.15710727e-02 3.17316016e-02 1.07640747e-01 7.25155102e-03
-2.38778973e-01 6.89853673e-02 6.57538084e-02 -2.70769239e-01
-1.74463145e-02 -8.93112379e-02]
[ -1.06276803e-02 9.43715799e-02 8.49564700e-02 -2.89895428e-02
-4.26640335e-02 1.80551481e-01 9.70959256e-02 1.18566554e-01
-2.08437914e-02 1.73775518e-01]
[ 2.15897381e-01 5.61298029e-02 2.64176596e-02 7.39084203e-02
6.28601249e-02 -2.09634059e-02 -1.50925931e-01 1.47898255e-01
-6.00948211e-02 -2.69112407e-02]
[ 4.28634288e-02 -7.79504153e-03 1.72595853e-02 4.22194441e-02
-4.11655170e-01 -1.23260791e-01 -2.06037272e-01 4.13147613e-02
1.20089618e-01 1.94318272e-01]
[ 4.56279694e-02 5.16546472e-01 1.22671266e-01 4.15803814e-01
-1.10894647e+00 -3.04624642e-01 -6.07841686e-01 -7.23141764e-02
2.88363869e-01 3.31978627e-01]
[ 1.82761806e-01 5.10479664e-01 6.74684801e-02 4.28882551e-01
-9.02758912e-01 -8.54982054e-02 -4.51492033e-01 1.51477338e-01
2.12836585e-01 4.89030392e-01]
[ 2.56375093e-01 3.03130086e-01 2.46186479e-01 1.46194941e-01
-4.16550301e-01 8.06577200e-02 -2.11901035e-01 1.62621932e-01
2.38418430e-01 7.68576362e-02]
[ -7.18737282e-02 2.23530226e-01 2.42425098e-01 1.93232508e-02
-4.53260821e-02 1.29983219e-01 -1.03177406e-01 -1.49431559e-02
-3.07254672e-02 5.30933208e-02]
[ -9.59256307e-02 -4.28837975e-04 2.59464237e-02 9.68645481e-02
-6.04521945e-02 1.14961652e-01 2.49107279e-01 2.04319510e-02
-2.72007586e-01 -8.97837181e-02]
[ -2.21476478e-01 -2.94280578e-02 -9.38262406e-02 -3.45867539e-01
1.87429321e-01 1.20149166e-01 1.07438004e-01 1.03346297e-01
-2.08747948e-01 3.04968450e-02]
[ 1.15560810e-02 -3.82070556e-01 -1.26825331e-01 -1.59919456e-01
3.67707757e-01 2.55067187e-02 1.77606256e-01 1.52654738e-01
-1.63926800e-01 -2.20031747e-01]
[ 1.34117889e-01 -2.05815647e-01 -1.45357446e-01 -3.39307505e-03
7.70761578e-02 -5.59793866e-02 4.66893174e-02 -1.50584981e-01
1.30250817e-01 -1.27070193e-01]
[ -1.17022089e-01 9.57986843e-02 2.62495774e-01 -1.05323375e-02
1.55961769e-01 8.25599171e-02 2.47633528e-02 -2.97748922e-01
-1.13434942e-01 -5.86446795e-02]
[ -3.53056056e-01 3.71712008e-02 1.13820014e-02 -3.48885442e-02
1.72660988e-01 -1.70896308e-01 5.71062041e-03 2.34102286e-01
-9.32923864e-02 6.80636199e-02]
[ 1.46473929e-01 4.52174011e-02 -2.35234312e-01 -8.51651611e-02
1.14916440e-01 -2.96224727e-01 5.15197514e-02 -1.67825653e-01
6.21387230e-05 -1.89423934e-01]
[ 2.06507175e-01 -1.82108570e-01 6.16024786e-02 -3.05124390e-02
1.13827143e-01 -3.23679475e-02 3.43380696e-02 -1.37277055e-01
1.07026815e-01 -1.87572070e-01]
[ -1.05528252e-01 -6.42711515e-02 1.21148868e-01 1.08386821e-01
4.72877949e-02 -1.13104943e-01 2.55766577e-01 -7.77844300e-02
1.83658871e-01 -4.68368767e-03]
[ -5.42104047e-03 -1.87887781e-01 2.00308017e-01 -2.49310459e-01
-3.78415666e-03 1.16625813e-01 7.26434200e-02 -1.16736398e-01
1.99492998e-02 2.17974874e-01]]
[[ 0.6073211 ]
[ 1.56994759]
[ 0.25818309]
[ 0.86848662]
[-2.6660953 ]
[-0.26372812]
[-1.59360005]
[ 0.05875341]
[ 0.68091499]
[ 0.890614 ]]
Progress: 31.1% ... Training loss: 0.286 ... Validation loss: 0.462[[ 1.62543074e-01 2.03089320e-01 -1.06150473e-01 1.09160137e-01
-5.21332989e-01 -7.16195325e-02 -5.16276320e-02 1.22500982e-01
-6.03886723e-02 1.85482240e-01]
[ 1.72934021e-02 1.63086522e-01 -1.80431250e-02 4.88867098e-02
7.73356091e-02 -7.70143869e-03 3.01674235e-01 4.16092326e-02
1.44465322e-01 -2.36648986e-02]
[ 1.72290611e-01 6.05896516e-01 7.77742804e-03 -3.25730894e-02
4.27664049e-01 -2.24574659e-02 -6.77748965e-01 -4.02308697e-02
4.64946892e-02 2.63246714e-01]
[ 8.77878013e-03 -3.10691639e-01 -2.18868570e-01 9.51598044e-02
-5.52598453e-02 1.47572982e-01 1.36313491e-01 5.88739759e-02
6.45728819e-02 2.01459769e-01]
[ -8.87178536e-03 1.41956772e-01 -1.44858532e-01 4.91365709e-02
2.29667919e-02 -1.82953904e-01 4.43499890e-02 -1.18098358e-01
-1.83752564e-01 -1.38065563e-02]
[ -3.65703389e-01 -5.32534272e-01 -2.89476378e-01 1.74227403e-01
4.67194494e-02 3.75276039e-02 2.21323294e-01 -3.59668190e-02
-3.12278944e-03 1.13974186e-02]
[ -9.91625722e-03 -2.16506819e-01 7.02012898e-03 8.06151237e-02
2.11996471e-02 -6.87557583e-02 1.90487579e-01 -1.91173571e-01
1.84600996e-01 2.07567820e-02]
[ 1.13137386e-01 -2.40750138e-01 3.48960548e-02 -6.75667995e-02
8.23394229e-02 -4.79702496e-02 7.65153727e-02 1.20454180e-01
8.11573091e-02 -2.35373503e-02]
[ -1.77085426e-01 -1.29620002e-01 -3.05491557e-01 -2.72776695e-02
1.09104785e-02 7.11171827e-02 -1.58095447e-01 -2.92055766e-02
2.57306116e-01 -1.37049535e-01]
[ 6.37729271e-02 -3.59253160e-01 9.35497613e-02 4.19873222e-02
5.53648988e-03 -1.19735585e-01 1.52191235e-01 -1.02143543e-01
2.92134257e-02 1.16932368e-01]
[ -8.47153582e-02 -2.33566012e-02 -4.15441346e-04 -1.49534072e-01
1.66791802e-02 2.00428580e-02 1.64726802e-01 -1.02799169e-01
-1.69943560e-02 -1.29485759e-01]
[ -1.24809388e-01 -1.40547230e-01 -7.34785301e-02 -1.53896926e-02
4.05014554e-01 1.04438722e-01 1.00169975e-01 -1.69842759e-02
-1.78808974e-01 -2.23779700e-01]
[ -1.56972545e-01 4.36118012e-03 6.19163683e-02 2.17009197e-02
-1.72289853e-01 -2.19720223e-01 -1.77935935e-01 -1.97016874e-01
8.69521554e-02 1.74036760e-01]
[ -2.49386755e-01 -2.75284158e-01 1.08526224e-01 2.50886423e-01
-1.08099139e-01 -7.58396767e-02 1.22354911e-02 -2.57270056e-01
-2.36350737e-01 -3.95640602e-02]
[ 1.11159091e-01 -1.36447569e-01 -1.87928563e-02 1.26057424e-01
-3.52067009e-02 -8.93773744e-02 1.92124068e-01 3.86455208e-03
3.36110988e-02 1.60306153e-02]
[ 3.87653631e-02 -7.92135104e-02 -2.10460257e-01 1.52592212e-01
-4.56665053e-02 8.39319963e-02 -5.66980441e-02 -1.97009362e-02
-8.89659740e-02 -2.51451803e-03]
[ -1.15928664e-01 -5.83908706e-02 -2.00381292e-01 1.63238630e-01
-1.72867909e-02 1.31915313e-01 -2.24257012e-03 -2.49721499e-01
7.55695283e-02 -1.91681953e-01]
[ -7.43351141e-02 -5.11472940e-02 2.73381811e-01 9.11999707e-02
1.40228824e-01 -5.89750576e-02 -1.12306386e-01 1.20090577e-01
6.67389175e-02 2.57750585e-02]
[ 5.19694921e-02 -3.90521125e-02 8.58518056e-02 8.14463675e-02
7.91096033e-02 -1.51178186e-02 2.44460421e-01 1.20073926e-01
-3.43692601e-02 -7.05699788e-02]
[ 1.20091282e-02 -1.42855280e-01 -2.89317180e-01 -4.52656155e-02
1.63347581e-01 -9.30417395e-02 1.55443207e-01 1.64130845e-01
1.12578345e-01 -2.45873550e-02]
[ 4.73818412e-02 -1.85343638e-02 -1.17870110e-01 4.02081589e-02
-7.78842213e-02 3.23233781e-01 2.68131705e-01 2.04733198e-01
-1.63760160e-01 -6.51172812e-02]
[ -1.63488528e-03 -2.31896994e-02 1.20904708e-01 9.99815018e-02
1.22167220e-02 1.07158680e-01 -1.17752888e-01 -4.19297112e-02
2.08209441e-01 7.11615862e-02]
[ 1.10235957e-01 7.91914811e-02 -4.57415812e-02 -9.88381206e-02
-9.92563448e-02 -3.30220095e-01 1.11550082e-01 8.69703502e-03
1.43023671e-01 9.00224701e-02]
[ -1.01714232e-01 -1.06855305e-02 -1.63666315e-02 2.01773303e-02
1.42802232e-02 -2.02960841e-01 -7.95806266e-02 -2.00942370e-02
1.40126425e-02 1.25183965e-01]
[ -1.48142226e-01 -8.99918915e-02 -1.98680827e-01 -7.11092380e-03
-2.67434523e-01 -3.57654087e-03 1.09531720e-02 -2.40200451e-02
5.67684448e-04 5.70578745e-02]
[ -3.10652537e-02 -9.13676173e-02 -7.50646453e-02 -1.28345455e-01
5.35923457e-01 2.76356603e-01 5.63245601e-01 1.12976127e-01
-1.82735667e-01 -3.77783502e-01]
[ -1.60011508e-02 -3.87073705e-01 -2.98881314e-02 -7.26281022e-02
6.58461340e-01 1.00725149e-01 5.21415693e-01 9.14828798e-02
2.99249821e-02 -3.82942254e-01]
[ 1.06118397e-02 -4.43101505e-01 -4.34016270e-02 -1.08017566e-01
6.78122276e-01 2.38018145e-02 4.91933236e-01 4.86827999e-02
-3.64024808e-01 -2.19116984e-01]
[ -1.65734197e-01 -5.80700913e-01 -7.53718002e-03 -1.97320759e-01
7.51726953e-01 -9.24621151e-02 6.08739471e-01 -8.23618350e-02
-6.31487272e-02 8.84090562e-02]
[ -2.90360707e-01 -3.94040577e-01 5.67344480e-02 -4.44498456e-02
9.09266850e-01 1.41343632e-01 4.12689999e-01 4.78805564e-02
-8.65764834e-02 -1.33378111e-01]
[ -2.04285192e-01 -2.99771662e-01 2.51302739e-01 -2.43513821e-01
6.64818473e-01 -4.42713130e-02 6.83562729e-01 1.31050179e-02
-2.57221244e-01 -2.86096083e-02]
[ -1.28665465e-01 -2.20398650e-01 -1.80191893e-01 -9.95533447e-02
4.83758694e-01 -2.30642511e-01 1.75498866e-01 1.69166231e-01
-7.99326407e-03 -1.17275219e-01]
[ 1.15050693e-01 2.49941764e-01 1.65571794e-01 -8.59205302e-02
-9.40241863e-02 4.83262512e-02 -1.57023783e-01 2.83521845e-01
7.92321162e-02 1.82756303e-01]
[ 3.45582382e-01 3.12050621e-01 -8.49381622e-02 3.08130410e-01
-8.70704691e-01 -2.85994938e-01 -4.67558223e-01 1.76986874e-01
3.78440752e-01 -3.92356439e-02]
[ 4.49138588e-02 1.32255899e-01 2.52068933e-01 2.47115646e-01
-5.04004136e-02 -1.95077386e-01 -1.72973960e-01 -1.33152463e-01
-1.41933498e-01 -2.91817925e-01]
[ 2.61959872e-02 -5.51505195e-02 -1.17087671e-01 -5.01794475e-02
2.29054101e-01 3.96502962e-02 -1.26192224e-02 -1.84266856e-01
3.71820153e-02 2.11657591e-01]
[ 2.17812025e-03 -5.01287304e-02 -6.63362057e-02 -4.95013771e-02
-2.45937362e-02 -1.77451849e-01 8.44416696e-02 1.01801240e-02
3.82255317e-02 6.97819862e-03]
[ 2.74476503e-02 6.74554040e-02 2.43583969e-01 7.18299928e-02
-2.21727838e-01 -1.34160967e-01 1.15033591e-01 3.94740687e-02
-1.87339123e-01 1.05458148e-01]
[ 7.09902795e-02 3.05257469e-02 1.07385402e-01 6.37010738e-03
-2.36295849e-01 6.92377680e-02 6.72119908e-02 -2.70822258e-01
-1.81357874e-02 -9.02122788e-02]
[ -1.07522175e-02 9.40863559e-02 8.49016870e-02 -2.91770880e-02
-4.21100945e-02 1.80608875e-01 9.73954628e-02 1.18554045e-01
-2.09918341e-02 1.73582615e-01]
[ 2.15574224e-01 5.54871076e-02 2.62779140e-02 7.34101262e-02
6.40893365e-02 -2.08347303e-02 -1.50213719e-01 1.47870863e-01
-6.04761303e-02 -2.74246272e-02]
[ 4.30822820e-02 -7.35347664e-03 1.73642200e-02 4.25735322e-02
-4.12432287e-01 -1.23310273e-01 -2.06615102e-01 4.13360049e-02
1.20360342e-01 1.94642938e-01]
[ 4.66586058e-02 5.18887493e-01 1.23111771e-01 4.17261085e-01
-1.11278361e+00 -3.04985779e-01 -6.10269184e-01 -7.22141241e-02
2.89488109e-01 3.33514105e-01]
[ 1.82121958e-01 5.08793004e-01 6.71914060e-02 4.27989658e-01
-9.00515556e-01 -8.52179372e-02 -4.49823020e-01 1.51415040e-01
2.12128969e-01 4.88090675e-01]
[ 2.56385246e-01 3.03168484e-01 2.46185149e-01 1.46202370e-01
-4.16723805e-01 8.06553514e-02 -2.11899302e-01 1.62622667e-01
2.38425283e-01 7.68565005e-02]
[ -7.21386099e-02 2.22947586e-01 2.42324017e-01 1.89586940e-02
-4.43703224e-02 1.30089004e-01 -1.02605653e-01 -1.49675795e-02
-3.10059977e-02 5.27392965e-02]
[ -9.56592115e-02 1.05827144e-04 2.60594382e-02 9.72375551e-02
-6.16250586e-02 1.14848707e-01 2.48480003e-01 2.04570251e-02
-2.71720555e-01 -8.94067098e-02]
[ -2.21617603e-01 -2.97596898e-02 -9.38865013e-02 -3.46070321e-01
1.88041105e-01 1.20211205e-01 1.07804670e-01 1.03333043e-01
-2.08899738e-01 3.02900545e-02]
[ 1.16474280e-02 -3.81838217e-01 -1.26785288e-01 -1.59786940e-01
3.67355768e-01 2.54666578e-02 1.77352391e-01 1.52663756e-01
-1.63821934e-01 -2.19894309e-01]
[ 1.34042831e-01 -2.06640815e-01 -1.45408228e-01 -3.59330980e-03
7.76129240e-02 -5.59195842e-02 4.73542381e-02 -1.50596732e-01
1.30085764e-01 -1.27256763e-01]
[ -1.17907493e-01 9.37178173e-02 2.62130223e-01 -1.17679381e-02
1.59566928e-01 8.29019985e-02 2.69933906e-02 -2.97819881e-01
-1.14424567e-01 -5.98961449e-02]
[ -3.52419156e-01 3.84507992e-02 1.16724182e-02 -3.38781340e-02
1.69747118e-01 -1.71180749e-01 4.29031168e-03 2.34171092e-01
-9.25530126e-02 6.90724471e-02]
[ 1.47642376e-01 4.72762599e-02 -2.34738975e-01 -8.34901112e-02
1.09960951e-01 -2.96698898e-01 4.92037192e-02 -1.67706605e-01
1.37544896e-03 -1.87821363e-01]
[ 2.05765138e-01 -1.84415119e-01 6.12591523e-02 -3.16989327e-02
1.16929853e-01 -3.20393816e-02 3.66326270e-02 -1.37356146e-01
1.06127852e-01 -1.88797757e-01]
[ -1.04691364e-01 -6.21946553e-02 1.21520852e-01 1.09539612e-01
4.41771413e-02 -1.13431608e-01 2.53594596e-01 -7.76979044e-02
1.84550134e-01 -3.35778701e-03]
[ -5.41541175e-03 -1.88156928e-01 2.00314075e-01 -2.49285077e-01
-4.29125753e-03 1.16679806e-01 7.29953283e-02 -1.16737447e-01
1.99953085e-02 2.17988049e-01]]
[[ 0.60777773]
[ 1.56737628]
[ 0.26043512]
[ 0.87453558]
[-2.66855408]
[-0.26309274]
[-1.58497387]
[ 0.06161105]
[ 0.68531489]
[ 0.89252462]]
Progress: 31.2% ... Training loss: 0.287 ... Validation loss: 0.465[[ 1.66456351e-01 2.12619835e-01 -1.04385964e-01 1.14986016e-01
-5.39590056e-01 -7.34084492e-02 -6.12776108e-02 1.22925736e-01
-5.58000335e-02 1.91248005e-01]
[ 1.74004636e-02 1.63381732e-01 -1.79917844e-02 4.90297192e-02
7.69648992e-02 -7.73831052e-03 3.01577087e-01 4.16171077e-02
1.44566900e-01 -2.35077913e-02]
[ 1.76136406e-01 6.17067541e-01 9.54289992e-03 -2.67654395e-02
4.09171966e-01 -2.41520341e-02 -6.88611070e-01 -3.98036081e-02
5.12626757e-02 2.68861726e-01]
[ 9.65190477e-03 -3.09779494e-01 -2.18501107e-01 9.60783101e-02
-5.39853636e-02 1.47308831e-01 1.34578901e-01 5.89465317e-02
6.53695593e-02 2.03026275e-01]
[ -9.35299188e-03 1.40304258e-01 -1.44957724e-01 4.86008642e-02
2.32868278e-02 -1.82821662e-01 4.74329712e-02 -1.18125769e-01
-1.84219733e-01 -1.51058194e-02]
[ -3.66077804e-01 -5.34364381e-01 -2.89656392e-01 1.73610590e-01
4.81860923e-02 3.76733270e-02 2.23091054e-01 -3.60092761e-02
-3.67951015e-03 1.07186152e-02]
[ -8.45958893e-03 -2.13034872e-01 7.65007368e-03 8.27090895e-02
1.51308257e-02 -6.93613400e-02 1.87026625e-01 -1.91016118e-01
1.86313101e-01 2.29251782e-02]
[ 1.15440380e-01 -2.35006824e-01 3.59621050e-02 -6.40390059e-02
7.11115405e-02 -4.90459894e-02 7.05301297e-02 1.20713674e-01
8.39078425e-02 -2.00406066e-02]
[ -1.76162485e-01 -1.27891840e-01 -3.05056084e-01 -2.58945174e-02
6.33897825e-03 7.06470960e-02 -1.60031123e-01 -2.91116939e-02
2.58361763e-01 -1.35767235e-01]
[ 6.68005668e-02 -3.53667283e-01 9.48632675e-02 4.63690921e-02
-8.65205751e-03 -1.21095464e-01 1.45933689e-01 -1.01821313e-01
3.26749352e-02 1.21038363e-01]
[ -8.36321341e-02 -2.01277743e-02 1.28356893e-04 -1.47836382e-01
1.11684326e-02 1.94825691e-02 1.61625611e-01 -1.02673298e-01
-1.57108231e-02 -1.27602785e-01]
[ -1.24612062e-01 -1.40248621e-01 -7.33843799e-02 -1.50810530e-02
4.04312287e-01 1.04353205e-01 9.99145990e-02 -1.69640040e-02
-1.78592451e-01 -2.23500033e-01]
[ -1.56972545e-01 4.36118012e-03 6.19163683e-02 2.17009197e-02
-1.72289853e-01 -2.19720223e-01 -1.77935935e-01 -1.97016874e-01
8.69521554e-02 1.74036760e-01]
[ -2.49864053e-01 -2.76436762e-01 1.08316265e-01 2.50256679e-01
-1.06883431e-01 -7.56463943e-02 1.34200927e-02 -2.57317387e-01
-2.36928461e-01 -4.02848608e-02]
[ 1.11334747e-01 -1.36247321e-01 -1.87234194e-02 1.26301492e-01
-3.57850309e-02 -8.94624524e-02 1.92070160e-01 3.88073258e-03
3.37876192e-02 1.62517051e-02]
[ 3.89060243e-02 -7.95114791e-02 -2.10408570e-01 1.52663306e-01
-4.55874160e-02 8.38703330e-02 -5.67282687e-02 -1.96849583e-02
-8.88408816e-02 -2.34130781e-03]
[ -1.15734179e-01 -5.78568873e-02 -2.00290023e-01 1.63502954e-01
-1.81720513e-02 1.31848699e-01 -2.73342449e-03 -2.49699556e-01
7.58080056e-02 -1.91359276e-01]
[ -7.36482326e-02 -4.93959129e-02 2.73676870e-01 9.22231740e-02
1.37317018e-01 -5.92838118e-02 -1.13954605e-01 1.20159745e-01
6.75298220e-02 2.68732274e-02]
[ 5.29700199e-02 -3.69044771e-02 8.62732216e-02 8.28929597e-02
7.50670697e-02 -1.55268986e-02 2.42148978e-01 1.20179160e-01
-3.32210226e-02 -6.91902295e-02]
[ 1.33784344e-02 -1.39309495e-01 -2.88686647e-01 -4.31859331e-02
1.56411071e-01 -9.36889333e-02 1.51555376e-01 1.64284568e-01
1.14224317e-01 -2.25027273e-02]
[ 4.74682844e-02 -1.83321710e-02 -1.17802135e-01 4.04245614e-02
-7.86982671e-02 3.23164726e-01 2.67942337e-01 2.04752056e-01
-1.63592577e-01 -6.48917155e-02]
[ -2.84100222e-04 -1.99337882e-02 1.21479068e-01 1.01900139e-01
6.38506639e-03 1.06583573e-01 -1.20697675e-01 -4.17941872e-02
2.09662644e-01 7.29863943e-02]
[ 1.10436298e-01 7.97077117e-02 -4.56413544e-02 -9.85434549e-02
-1.00149164e-01 -3.30301907e-01 1.11009435e-01 8.71494756e-03
1.43233676e-01 9.03185524e-02]
[ -1.02160582e-01 -1.22861369e-02 -1.65244659e-02 1.95980192e-02
1.54618450e-02 -2.02845584e-01 -7.82531677e-02 -2.01344510e-02
1.36027845e-02 1.24535449e-01]
[ -1.48115476e-01 -8.99807665e-02 -1.98663543e-01 -7.07243908e-03
-2.67419541e-01 -3.58640798e-03 1.09242793e-02 -2.40186485e-02
5.60836202e-04 5.70698483e-02]
[ -3.10083210e-02 -9.13203907e-02 -7.50382850e-02 -1.28261098e-01
5.35661150e-01 2.76330511e-01 5.63150383e-01 1.12982837e-01
-1.82664945e-01 -3.77689480e-01]
[ -1.57905856e-02 -3.86847043e-01 -2.98083161e-02 -7.23088192e-02
6.57611592e-01 1.00629833e-01 5.21011128e-01 9.15050218e-02
3.01654755e-02 -3.82652244e-01]
[ 1.10302785e-02 -4.42427432e-01 -4.32240778e-02 -1.07410281e-01
6.76523093e-01 2.36346184e-02 4.91201312e-01 4.87241026e-02
-3.63587523e-01 -2.18532219e-01]
[ -1.65767032e-01 -5.80841345e-01 -7.54949829e-03 -1.97373635e-01
7.51896171e-01 -9.24526977e-02 6.08851286e-01 -8.23656708e-02
-6.31932295e-02 8.83598875e-02]
[ -2.90419971e-01 -3.94154826e-01 5.67103447e-02 -4.45353409e-02
9.09524649e-01 1.41369272e-01 4.12810330e-01 4.78747470e-02
-8.66428363e-02 -1.33464497e-01]
[ -2.04048273e-01 -2.99379924e-01 2.51405088e-01 -2.43164129e-01
6.63968115e-01 -4.43739121e-02 6.83169653e-01 1.31297027e-02
-2.56957243e-01 -2.82615219e-02]
[ -1.28469269e-01 -2.20020582e-01 -1.80111442e-01 -9.92638480e-02
4.82983656e-01 -2.30727788e-01 1.75044871e-01 1.69184982e-01
-7.77238700e-03 -1.16980594e-01]
[ 1.14887824e-01 2.49226461e-01 1.65486557e-01 -8.62051808e-02
-9.30679105e-02 4.84061302e-02 -1.56418746e-01 2.83504939e-01
7.90042375e-02 1.82600029e-01]
[ 3.46368725e-01 3.13558557e-01 -8.46088242e-02 3.09133111e-01
-8.72847411e-01 -2.86336890e-01 -4.69397044e-01 1.77067230e-01
3.79257258e-01 -3.80758546e-02]
[ 4.46232306e-02 1.31519597e-01 2.51934219e-01 2.46642617e-01
-4.91242120e-02 -1.94940053e-01 -1.72370757e-01 -1.33186622e-01
-1.42319420e-01 -2.92298988e-01]
[ 2.57676187e-02 -5.62092714e-02 -1.17272666e-01 -5.08032602e-02
2.30805997e-01 3.98392452e-02 -1.14897559e-02 -1.84310729e-01
3.67035218e-02 2.11046732e-01]
[ 2.21350609e-03 -4.99258598e-02 -6.63154472e-02 -4.94299172e-02
-2.46967772e-02 -1.77471945e-01 8.42710086e-02 1.01853601e-02
3.82879256e-02 7.05635889e-03]
[ 2.71900460e-02 6.67926167e-02 2.43476867e-01 7.14571334e-02
-2.20775987e-01 -1.34069937e-01 1.15647139e-01 3.94494434e-02
-1.87624088e-01 1.05120486e-01]
[ 7.25535104e-02 3.49180234e-02 1.08074894e-01 8.72557614e-03
-2.43740653e-01 6.85200683e-02 6.29271853e-02 -2.70657325e-01
-1.63442905e-02 -8.77606809e-02]
[ -1.00905865e-02 9.57757655e-02 8.51777037e-02 -2.82407372e-02
-4.49673574e-02 1.80325086e-01 9.57429302e-02 1.18620255e-01
-2.02690617e-02 1.74470076e-01]
[ 2.16357738e-01 5.76009465e-02 2.66566598e-02 7.46772427e-02
6.02620985e-02 -2.12231620e-02 -1.52299339e-01 1.47960213e-01
-5.95044618e-02 -2.61935402e-02]
[ 4.36183684e-02 -5.99954905e-03 1.76160748e-02 4.34217629e-02
-4.15100129e-01 -1.23558021e-01 -2.07865419e-01 4.13952505e-02
1.21035251e-01 1.95410108e-01]
[ 4.63782194e-02 5.17740359e-01 1.22986347e-01 4.16816253e-01
-1.11271417e+00 -3.04840743e-01 -6.08989927e-01 -7.22493050e-02
2.89128960e-01 3.32869044e-01]
[ 1.82057544e-01 5.08563932e-01 6.72308120e-02 4.27944366e-01
-9.01054376e-01 -8.52218852e-02 -4.49647336e-01 1.51418155e-01
2.12150615e-01 4.87968259e-01]
[ 2.56871656e-01 3.04410230e-01 2.46387894e-01 1.46953449e-01
-4.18973398e-01 8.04307839e-02 -2.13125861e-01 1.62675004e-01
2.38996866e-01 7.75443155e-02]
[ -7.17850205e-02 2.23814132e-01 2.42467841e-01 1.94657232e-02
-4.58663371e-02 1.29934406e-01 -1.03461331e-01 -1.49316585e-02
-3.06012688e-02 5.32559259e-02]
[ -9.60109041e-02 -7.76150138e-04 2.59211643e-02 9.67422965e-02
-6.00826148e-02 1.14987884e-01 2.49370496e-01 2.04233812e-02
-2.72101365e-01 -8.99251365e-02]
[ -2.21828181e-01 -3.02545689e-02 -9.39773137e-02 -3.46376992e-01
1.88870545e-01 1.20303355e-01 1.08372719e-01 1.03315726e-01
-2.09128816e-01 2.99983610e-02]
[ 1.17690168e-02 -3.81630334e-01 -1.26729558e-01 -1.59603615e-01
3.66813612e-01 2.54116720e-02 1.77085168e-01 1.52677189e-01
-1.63674301e-01 -2.19717880e-01]
[ 1.36804474e-01 -1.99708728e-01 -1.44198069e-01 6.14557755e-04
6.43657416e-02 -5.71598383e-02 4.03823845e-02 -1.50311002e-01
1.33201238e-01 -1.23062749e-01]
[ -1.17571240e-01 9.42166149e-02 2.62302846e-01 -1.12399934e-02
1.57774229e-01 8.27578775e-02 2.64784110e-02 -2.97772849e-01
-1.13975859e-01 -5.94781839e-02]
[ -3.51711665e-01 3.97598012e-02 1.19610907e-02 -3.29271673e-02
1.66753279e-01 -1.71451771e-01 3.10439778e-03 2.34240889e-01
-9.18190816e-02 6.99068718e-02]
[ 1.46949554e-01 4.53024749e-02 -2.34969438e-01 -8.44349564e-02
1.12748278e-01 -2.96476431e-01 5.11531627e-02 -1.67767449e-01
6.34440955e-04 -1.88831000e-01]
[ 2.06090730e-01 -1.83938025e-01 6.13958758e-02 -3.12623505e-02
1.15817744e-01 -3.21777688e-02 3.60545939e-02 -1.37323345e-01
1.06465114e-01 -1.88317865e-01]
[ -1.04815105e-01 -6.30054304e-02 1.21456452e-01 1.09186961e-01
4.53399458e-02 -1.13398893e-01 2.53866935e-01 -7.77140340e-02
1.84428632e-01 -3.55435985e-03]
[ -4.42163701e-03 -1.85476035e-01 2.00752214e-01 -2.47722843e-01
-9.49712135e-03 1.16212723e-01 7.04102132e-02 -1.16627461e-01
2.11840093e-02 2.19536603e-01]]
[[ 0.62723474]
[ 1.58310972]
[ 0.27518746]
[ 0.88980581]
[-2.65326807]
[-0.24881538]
[-1.57234031]
[ 0.07707854]
[ 0.70368832]
[ 0.9102295 ]]
Progress: 31.2% ... Training loss: 0.291 ... Validation loss: 0.470[[ 1.63282779e-01 2.05596153e-01 -1.05753506e-01 1.10586749e-01
-5.28521747e-01 -7.21201180e-02 -5.45072789e-02 1.22546985e-01
-5.91872202e-02 1.86717491e-01]
[ 1.71819912e-02 1.62856851e-01 -1.80632304e-02 4.87207963e-02
7.79331361e-02 -7.65148404e-03 3.02128050e-01 4.15901663e-02
1.44344632e-01 -2.38255788e-02]
[ 1.76374482e-01 6.16788806e-01 9.68005829e-03 -2.66122139e-02
4.08531435e-01 -2.41695123e-02 -6.88821987e-01 -3.97722812e-02
5.17364778e-02 2.69553309e-01]
[ 8.15205439e-03 -3.11652720e-01 -2.19242783e-01 9.37177160e-02
-4.58543743e-02 1.47920324e-01 1.37896723e-01 5.87165751e-02
6.34217300e-02 2.00403302e-01]
[ -5.27406731e-03 1.48775204e-01 -1.43186960e-01 5.46640368e-02
7.04301358e-03 -1.84472133e-01 3.75470182e-02 -1.17578586e-01
-1.79521499e-01 -9.45133817e-03]
[ -3.67759144e-01 -5.38496103e-01 -2.90400379e-01 1.71319025e-01
5.33827559e-02 3.83239436e-02 2.27165725e-01 -3.62135255e-02
-5.57926667e-03 8.20937369e-03]
[ -9.52623668e-03 -2.15072811e-01 7.23773922e-03 8.13673885e-02
1.90513353e-02 -6.89453561e-02 1.88702037e-01 -1.91125759e-01
1.85240144e-01 2.14533920e-02]
[ 1.13386554e-01 -2.40023974e-01 3.50512134e-02 -6.70366685e-02
7.90519695e-02 -4.81723682e-02 7.54644057e-02 1.20449999e-01
8.16868234e-02 -2.29833295e-02]
[ -1.76928997e-01 -1.29684458e-01 -3.05373619e-01 -2.70536183e-02
9.62644488e-03 7.09566617e-02 -1.58081866e-01 -2.92131077e-02
2.57538466e-01 -1.36921569e-01]
[ 6.51466350e-02 -3.57752127e-01 9.41571102e-02 4.41643638e-02
-3.61619818e-03 -1.20437951e-01 1.49836821e-01 -1.02016678e-01
3.10623811e-02 1.18729429e-01]
[ -8.73738498e-02 -2.88818649e-02 -1.46655436e-03 -1.53269054e-01
2.60756662e-02 2.09998551e-02 1.70212351e-01 -1.03132807e-01
-1.98906705e-02 -1.33009126e-01]
[ -1.24784741e-01 -1.40389115e-01 -7.34680608e-02 -1.52336833e-02
4.04714263e-01 1.04428194e-01 1.00058342e-01 -1.69881096e-02
-1.78817081e-01 -2.23862842e-01]
[ -1.56972545e-01 4.36118012e-03 6.19163683e-02 2.17009197e-02
-1.72289853e-01 -2.19720223e-01 -1.77935935e-01 -1.97016874e-01
8.69521554e-02 1.74036760e-01]
[ -2.51004109e-01 -2.78932609e-01 1.07803042e-01 2.48747818e-01
-1.03621434e-01 -7.52053343e-02 1.60022415e-02 -2.57456081e-01
-2.38217751e-01 -4.19592715e-02]
[ 1.11194959e-01 -1.36953718e-01 -1.87968947e-02 1.26099904e-01
-3.52710942e-02 -8.94163488e-02 1.92687547e-01 3.86574683e-03
3.36340474e-02 1.60277230e-02]
[ 3.85386470e-02 -8.02950893e-02 -2.10555995e-01 1.52130275e-01
-4.43021056e-02 8.40141145e-02 -5.59370296e-02 -1.97304724e-02
-8.92483590e-02 -2.90845865e-03]
[ -1.17418016e-01 -6.16071965e-02 -2.01029360e-01 1.61183953e-01
-1.12700141e-02 1.32520277e-01 7.12420133e-04 -2.49899111e-01
7.38861370e-02 -1.93804803e-01]
[ -7.38939545e-02 -4.99642422e-02 2.73583681e-01 9.18577608e-02
1.38439817e-01 -5.91852209e-02 -1.13355428e-01 1.20127126e-01
6.72585514e-02 2.64844395e-02]
[ 5.40450946e-02 -3.46181830e-02 8.68397041e-02 8.46951469e-02
6.95066721e-02 -1.59517685e-02 2.39544518e-01 1.20341743e-01
-3.17395903e-02 -6.74005050e-02]
[ 1.32118963e-02 -1.39777538e-01 -2.88827716e-01 -4.35761020e-02
1.57092132e-01 -9.35882750e-02 1.51821647e-01 1.64254028e-01
1.13974092e-01 -2.29386213e-02]
[ 4.75133929e-02 -1.80942744e-02 -1.17786437e-01 4.04562392e-02
-7.87820342e-02 3.23152320e-01 2.67738707e-01 2.04744829e-01
-1.63559156e-01 -6.49226453e-02]
[ -2.33279469e-03 -2.46424501e-02 1.20588152e-01 9.89276406e-02
1.47743952e-02 1.07406369e-01 -1.15713743e-01 -4.20494284e-02
2.07396553e-01 7.02339281e-02]
[ 1.09649766e-01 7.78985107e-02 -4.59674532e-02 -9.96672013e-02
-9.69390961e-02 -3.29994736e-01 1.12923507e-01 8.61865524e-03
1.42404709e-01 8.91695224e-02]
[ -1.02098167e-01 -1.22556191e-02 -1.65004878e-02 1.96440522e-02
1.53551314e-02 -2.02861669e-01 -7.83334294e-02 -2.01335548e-02
1.36589597e-02 1.24585281e-01]
[ -1.48287856e-01 -9.02245054e-02 -1.98729715e-01 -7.32806028e-03
-2.66690133e-01 -3.51499793e-03 1.12461755e-02 -2.40404399e-02
3.61538773e-04 5.68203850e-02]
[ -3.13465449e-02 -9.20813569e-02 -7.51848916e-02 -1.28746920e-01
5.37026870e-01 2.76464958e-01 5.63869494e-01 1.12941413e-01
-1.83043624e-01 -3.78162022e-01]
[ -1.57264309e-02 -3.86895722e-01 -2.97874498e-02 -7.22239475e-02
6.57319261e-01 1.00605576e-01 5.21098353e-01 9.15126842e-02
3.02558041e-02 -3.82581310e-01]
[ 1.07451777e-02 -4.43003884e-01 -4.33570768e-02 -1.07835277e-01
6.77521963e-01 2.37554786e-02 4.91789822e-01 4.86880079e-02
-3.63926064e-01 -2.18972660e-01]
[ -1.65689402e-01 -5.80711126e-01 -7.51460079e-03 -1.97259757e-01
7.51570247e-01 -9.24853571e-02 6.08690497e-01 -8.23557179e-02
-6.31033698e-02 8.84763103e-02]
[ -2.91047344e-01 -3.95666360e-01 5.64314667e-02 -4.54318581e-02
9.11749664e-01 1.41608661e-01 4.14508537e-01 4.78004227e-02
-8.72979468e-02 -1.34334529e-01]
[ -2.04831145e-01 -3.01071868e-01 2.51069831e-01 -2.44293579e-01
6.67114792e-01 -4.40633636e-02 6.84978317e-01 1.30322240e-02
-2.57837581e-01 -2.92909299e-02]
[ -1.28497145e-01 -2.20075770e-01 -1.80121485e-01 -9.93041693e-02
4.83099517e-01 -2.30716551e-01 1.75113263e-01 1.69181450e-01
-7.80274084e-03 -1.17022078e-01]
[ 1.14498823e-01 2.48497746e-01 1.65341695e-01 -8.67553708e-02
-9.14065225e-02 4.85686305e-02 -1.55868225e-01 2.83444303e-01
7.85683055e-02 1.82057050e-01]
[ 3.46393322e-01 3.13621926e-01 -8.46008159e-02 3.09169081e-01
-8.72940252e-01 -2.86345094e-01 -4.69460291e-01 1.77070320e-01
3.79283701e-01 -3.80389386e-02]
[ 4.46061839e-02 1.31430557e-01 2.51928166e-01 2.46618935e-01
-4.90320705e-02 -1.94930508e-01 -1.72275363e-01 -1.33188095e-01
-1.42322784e-01 -2.92348364e-01]
[ 2.56066936e-02 -5.66119608e-02 -1.17359189e-01 -5.10598188e-02
2.31400460e-01 3.99106084e-02 -1.11041243e-02 -1.84333245e-01
3.65335284e-02 2.10770481e-01]
[ 2.43382697e-03 -4.92875637e-02 -6.62227793e-02 -4.90947018e-02
-2.58115175e-02 -1.77554416e-01 8.35489909e-02 1.02168075e-02
3.85521425e-02 7.36687445e-03]
[ 2.66786595e-02 6.55259865e-02 2.43255873e-01 7.06893798e-02
-2.18537872e-01 -1.33862640e-01 1.16840892e-01 3.93839447e-02
-1.88231356e-01 1.04321099e-01]
[ 7.22332195e-02 3.42094446e-02 1.07937906e-01 8.23912909e-03
-2.42460181e-01 6.86500471e-02 6.36009036e-02 -2.70697351e-01
-1.66999471e-02 -8.82399345e-02]
[ -1.08279798e-02 9.40130637e-02 8.48472628e-02 -2.93080956e-02
-4.17875269e-02 1.80616162e-01 9.75126721e-02 1.18529653e-01
-2.11199467e-02 1.73388560e-01]
[ 2.16081402e-01 5.69978542e-02 2.65378576e-02 7.42842849e-02
6.12829930e-02 -2.11204489e-02 -1.51751853e-01 1.47929028e-01
-5.97898705e-02 -2.65871829e-02]
[ 4.35953244e-02 -5.99531961e-03 1.75962377e-02 4.33702265e-02
-4.14983135e-01 -1.23554839e-01 -2.07919272e-01 4.13902472e-02
1.21004488e-01 1.95358824e-01]
[ 4.64758801e-02 5.17974891e-01 1.23008057e-01 4.16910755e-01
-1.11317980e+00 -3.04864894e-01 -6.09354711e-01 -7.22375679e-02
2.89208163e-01 3.32948736e-01]
[ 1.82449870e-01 5.09211770e-01 6.74833401e-02 4.28929927e-01
-9.04318757e-01 -8.53758815e-02 -4.50635343e-01 1.51493122e-01
2.12837355e-01 4.88745495e-01]
[ 2.56205624e-01 3.03105934e-01 2.46120081e-01 1.46020172e-01
-4.16455015e-01 8.06868643e-02 -2.11546137e-01 1.62594093e-01
2.38275199e-01 7.65854204e-02]
[ -7.17300540e-02 2.23967796e-01 2.42490947e-01 1.95421825e-02
-4.60984457e-02 1.29913140e-01 -1.03592474e-01 -1.49255152e-02
-3.05428993e-02 5.33174361e-02]
[ -9.60044492e-02 -7.27079888e-04 2.59231377e-02 9.67475799e-02
-6.01035242e-02 1.14985984e-01 2.49320645e-01 2.04238556e-02
-2.72096767e-01 -8.99130578e-02]
[ -2.22489083e-01 -3.18229608e-02 -9.42712525e-02 -3.47338126e-01
1.91584698e-01 1.20567013e-01 1.09941752e-01 1.03233158e-01
-2.09872622e-01 2.90225329e-02]
[ 1.10863820e-02 -3.83452081e-01 -1.27040028e-01 -1.60657384e-01
3.69698570e-01 2.56964905e-02 1.78917362e-01 1.52586004e-01
-1.64503324e-01 -2.20798948e-01]
[ 1.35407316e-01 -2.02516948e-01 -1.44786389e-01 -1.21717434e-03
6.86240871e-02 -5.66205000e-02 4.35611199e-02 -1.50479254e-01
1.31741634e-01 -1.25040416e-01]
[ -1.18812705e-01 9.13986917e-02 2.61784785e-01 -1.30730184e-02
1.63024425e-01 8.32670961e-02 2.92583406e-02 -2.97925226e-01
-1.15385983e-01 -6.13417553e-02]
[ -3.52502123e-01 3.79434565e-02 1.16042870e-02 -3.41057720e-02
1.70062207e-01 -1.71147445e-01 4.92179838e-03 2.34132934e-01
-9.27126882e-02 6.86958121e-02]
[ 1.46416693e-01 4.35968167e-02 -2.35147858e-01 -8.51072575e-02
1.14785910e-01 -2.96260597e-01 5.25503856e-02 -1.67818176e-01
1.29415376e-04 -1.89511736e-01]
[ 2.05043863e-01 -1.86757553e-01 6.09339114e-02 -3.27987227e-02
1.19367126e-01 -3.17416267e-02 3.88824981e-02 -1.37450183e-01
1.05371319e-01 -1.89851602e-01]
[ -1.05089618e-01 -6.33945503e-02 1.21310580e-01 1.08841507e-01
4.66091597e-02 -1.13284385e-01 2.54082827e-01 -7.77475670e-02
1.84087090e-01 -4.06815462e-03]
[ -4.70664158e-03 -1.86098669e-01 2.00616906e-01 -2.48115383e-01
-8.82574918e-03 1.16343144e-01 7.08267444e-02 -1.16666758e-01
2.08706749e-02 2.19239085e-01]]
[[ 0.61072704]
[ 1.57197055]
[ 0.25744575]
[ 0.87214352]
[-2.67247021]
[-0.26844936]
[-1.5948257 ]
[ 0.06004231]
[ 0.68394179]
[ 0.89283221]]
Progress: 31.3% ... Training loss: 0.285 ... Validation loss: 0.458[[ 1.66586212e-01 2.13166817e-01 -1.04408961e-01 1.15412515e-01
-5.41701735e-01 -7.36686133e-02 -6.26129416e-02 1.22874328e-01
-5.55336651e-02 1.91717229e-01]
[ 1.77449807e-02 1.64050720e-01 -1.78213281e-02 4.95527344e-02
7.57436384e-02 -7.91157458e-03 3.00966420e-01 4.16476421e-02
1.44991494e-01 -2.30231164e-02]
[ 1.78400498e-01 6.24172320e-01 1.03669727e-02 -2.44102415e-02
4.04063957e-01 -2.48454476e-02 -6.97059368e-01 -3.96066053e-02
5.36669746e-02 2.72462888e-01]
[ 8.82012107e-03 -3.12345037e-01 -2.18974068e-01 9.43126407e-02
-4.49103551e-02 1.47644956e-01 1.38257819e-01 5.87911861e-02
6.39659787e-02 2.01256273e-01]
[ -8.33370941e-03 1.42224216e-01 -1.44492007e-01 5.08349382e-02
1.58252053e-02 -1.83330010e-01 4.39913824e-02 -1.17876149e-01
-1.82673075e-01 -1.39191275e-02]
[ -3.67379822e-01 -5.39650673e-01 -2.90229775e-01 1.72138991e-01
5.05132386e-02 3.80267900e-02 2.27887476e-01 -3.61661914e-02
-5.05742857e-03 8.63226207e-03]
[ -7.51306208e-03 -2.10451678e-01 8.01331936e-03 8.44556741e-02
9.67035229e-03 -6.98123537e-02 1.83704186e-01 -1.90921603e-01
1.87610149e-01 2.45880120e-02]
[ 1.14000492e-01 -2.39019103e-01 3.52445486e-02 -6.63935721e-02
7.82711332e-02 -4.84491655e-02 7.34355066e-02 1.20498993e-01
8.23869425e-02 -2.23103493e-02]
[ -1.74130398e-01 -1.22431530e-01 -3.04165594e-01 -2.30195162e-02
-1.42413276e-03 6.97401580e-02 -1.64715745e-01 -2.89332854e-02
2.60377234e-01 -1.32823528e-01]
[ 6.82679890e-02 -3.50912605e-01 9.54178633e-02 4.88380051e-02
-1.66919326e-02 -1.21888730e-01 1.42152599e-01 -1.01708412e-01
3.44674862e-02 1.23284112e-01]
[ -8.65977250e-02 -2.73094207e-02 -1.12298272e-03 -1.52090324e-01
2.28090191e-02 2.06374534e-02 1.68506806e-01 -1.03052928e-01
-1.90234131e-02 -1.31883618e-01]
[ -1.22877186e-01 -1.37076719e-01 -7.27248400e-02 -1.25006039e-02
3.96974731e-01 1.03583922e-01 9.65092312e-02 -1.67959486e-02
-1.76658713e-01 -2.21214504e-01]
[ -1.56972545e-01 4.36118012e-03 6.19163683e-02 2.17009197e-02
-1.72289853e-01 -2.19720223e-01 -1.77935935e-01 -1.97016874e-01
8.69521554e-02 1.74036760e-01]
[ -2.50363845e-01 -2.77992907e-01 1.08099535e-01 2.49725441e-01
-1.06285217e-01 -7.55198765e-02 1.48841632e-02 -2.57391393e-01
-2.37465243e-01 -4.10314853e-02]
[ 1.11121208e-01 -1.38594802e-01 -1.88480592e-02 1.26208181e-01
-3.62730724e-02 -8.94698921e-02 1.94074290e-01 3.86591394e-03
3.36043879e-02 1.57846070e-02]
[ 3.80217146e-02 -8.14744533e-02 -2.10769879e-01 1.51394346e-01
-4.20892915e-02 8.42274104e-02 -5.47306488e-02 -1.97800808e-02
-8.98194478e-02 -3.63581936e-03]
[ -1.17610275e-01 -6.23936299e-02 -2.01115927e-01 1.60965139e-01
-1.04579561e-02 1.32594483e-01 1.39967310e-03 -2.49911395e-01
7.36962111e-02 -1.94079693e-01]
[ -7.40330320e-02 -5.03871425e-02 2.73484955e-01 9.16971881e-02
1.38880536e-01 -5.91440898e-02 -1.12741697e-01 1.20116051e-01
6.71079559e-02 2.64128314e-02]
[ 5.67032085e-02 -2.79502662e-02 8.79490720e-02 8.86829044e-02
5.72064542e-02 -1.71053879e-02 2.32365108e-01 1.20602849e-01
-2.86199631e-02 -6.34184218e-02]
[ 1.35205034e-02 -1.39477249e-01 -2.88805542e-01 -4.34900490e-02
1.57520916e-01 -9.36827829e-02 1.50695964e-01 1.64261781e-01
1.14217778e-01 -2.28410387e-02]
[ 4.76514249e-02 -1.77359650e-02 -1.17696042e-01 4.07468629e-02
-7.93006549e-02 3.23062865e-01 2.67382266e-01 2.04769084e-01
-1.63317099e-01 -6.46126018e-02]
[ -4.05695260e-04 -1.99754493e-02 1.21425914e-01 1.01673692e-01
7.40471926e-03 1.06575421e-01 -1.20183308e-01 -4.18576329e-02
2.09311005e-01 7.30641149e-02]
[ 1.10365286e-01 7.97642339e-02 -4.56710726e-02 -9.86599829e-02
-9.96495057e-02 -3.30299060e-01 1.11219705e-01 8.68902820e-03
1.43112370e-01 9.01435416e-02]
[ -1.01717306e-01 -1.12646325e-02 -1.63366417e-02 2.02032087e-02
1.37650939e-02 -2.03026656e-01 -7.93028865e-02 -2.00958348e-02
1.40999313e-02 1.25171053e-01]
[ -1.48329299e-01 -9.02602889e-02 -1.98748249e-01 -7.39005481e-03
-2.66511699e-01 -3.49515736e-03 1.13356252e-02 -2.40450235e-02
3.12574349e-04 5.67584168e-02]
[ -3.07334024e-02 -9.15611932e-02 -7.49159934e-02 -1.27744274e-01
5.33926689e-01 2.76163248e-01 5.63373361e-01 1.13010447e-01
-1.82271359e-01 -3.77349721e-01]
[ -1.58172308e-02 -3.87131000e-01 -2.98176075e-02 -7.23225400e-02
6.57534734e-01 1.00635531e-01 5.21525269e-01 9.15051003e-02
3.01760651e-02 -3.82722285e-01]
[ 1.09945622e-02 -4.42592176e-01 -4.32524954e-02 -1.07471365e-01
6.76549228e-01 2.36455370e-02 4.91320162e-01 4.87125998e-02
-3.63641247e-01 -2.18601498e-01]
[ -1.65854269e-01 -5.81251960e-01 -7.58643180e-03 -1.97506219e-01
7.52405424e-01 -9.24234336e-02 6.09053079e-01 -8.23718137e-02
-6.32919394e-02 8.82472150e-02]
[ -2.91163421e-01 -3.95979610e-01 5.63949899e-02 -4.55822198e-02
9.12121108e-01 1.41652573e-01 4.14854681e-01 4.77902881e-02
-8.74075497e-02 -1.34475201e-01]
[ -2.04864784e-01 -3.01146571e-01 2.51057698e-01 -2.44336655e-01
6.67295435e-01 -4.40490082e-02 6.85041907e-01 1.30291454e-02
-2.57872832e-01 -2.93395568e-02]
[ -1.28374035e-01 -2.20136074e-01 -1.80082727e-01 -9.91089376e-02
4.82540547e-01 -2.30778587e-01 1.75054978e-01 1.69194555e-01
-7.64526983e-03 -1.16827535e-01]
[ 1.15173050e-01 2.50293907e-01 1.65642933e-01 -8.57024810e-02
-9.44616581e-02 4.82471373e-02 -1.57701638e-01 2.83514826e-01
7.93611865e-02 1.83118335e-01]
[ 3.46566015e-01 3.13163640e-01 -8.46115403e-02 3.08979812e-01
-8.71096833e-01 -2.86394402e-01 -4.69582689e-01 1.77068836e-01
3.79238429e-01 -3.80339121e-02]
[ 4.44707719e-02 1.31074281e-01 2.51872004e-01 2.46423240e-01
-4.84710476e-02 -1.94871818e-01 -1.71922688e-01 -1.33201785e-01
-1.42478787e-01 -2.92552223e-01]
[ 2.59532859e-02 -5.57254396e-02 -1.17210562e-01 -5.05731853e-02
2.30200238e-01 3.97569783e-02 -1.19972069e-02 -1.84299247e-01
3.69128278e-02 2.11249973e-01]
[ 2.28840034e-03 -4.96195822e-02 -6.62804650e-02 -4.92976905e-02
-2.52174550e-02 -1.77506456e-01 8.38597310e-02 1.02048330e-02
3.83426027e-02 7.23809669e-03]
[ 2.75024058e-02 6.77044022e-02 2.43607272e-01 7.19354881e-02
-2.22161824e-01 -1.34212969e-01 1.14652061e-01 3.94682752e-02
-1.87283434e-01 1.05520421e-01]
[ 7.40973043e-02 3.87191487e-02 1.08710945e-01 1.10086352e-02
-2.50425768e-01 6.78226265e-02 5.87591269e-02 -2.70519728e-01
-1.46073778e-02 -8.54884499e-02]
[ -1.07270131e-02 9.42639676e-02 8.48950818e-02 -2.91736112e-02
-4.21996758e-02 1.80568735e-01 9.72877858e-02 1.18538602e-01
-2.10343072e-02 1.73529158e-01]
[ 2.16120024e-01 5.72363858e-02 2.65362813e-02 7.43396074e-02
6.11326746e-02 -2.11483550e-02 -1.51977814e-01 1.47931605e-01
-5.97483208e-02 -2.65109923e-02]
[ 4.33542195e-02 -6.48402284e-03 1.74981622e-02 4.30270751e-02
-4.14140879e-01 -1.23446613e-01 -2.07490171e-01 4.13665713e-02
1.20735875e-01 1.95002048e-01]
[ 4.78304867e-02 5.20935988e-01 1.23564528e-01 4.18986759e-01
-1.11931813e+00 -3.05468059e-01 -6.12026729e-01 -7.20961852e-02
2.90692174e-01 3.34879261e-01]
[ 1.82475275e-01 5.09131078e-01 6.75020952e-02 4.29068537e-01
-9.05104771e-01 -8.53886030e-02 -4.50746447e-01 1.51497853e-01
2.12888561e-01 4.88753772e-01]
[ 2.55641766e-01 3.01856585e-01 2.45885963e-01 1.45234138e-01
-4.14319344e-01 8.09382848e-02 -2.10259313e-01 1.62539037e-01
2.37665824e-01 7.57507768e-02]
[ -7.12968119e-02 2.24944343e-01 2.42654859e-01 2.01513856e-02
-4.76830298e-02 1.29720194e-01 -1.04719852e-01 -1.48823307e-02
-3.00586794e-02 5.39691753e-02]
[ -9.57109061e-02 1.15945013e-04 2.60292594e-02 9.71920357e-02
-6.13926323e-02 1.14849047e-01 2.48448214e-01 2.04544532e-02
-2.71750507e-01 -8.94387987e-02]
[ -2.22240261e-01 -3.11893457e-02 -9.41634041e-02 -3.46971700e-01
1.90504925e-01 1.20457106e-01 1.09239269e-01 1.03258804e-01
-2.09583532e-01 2.94053940e-02]
[ 1.10204133e-02 -3.83744420e-01 -1.27071010e-01 -1.60757736e-01
3.69954538e-01 2.57294714e-02 1.79239750e-01 1.52578811e-01
-1.64579831e-01 -2.20926060e-01]
[ 1.34735262e-01 -2.04233787e-01 -1.45156978e-01 -2.35788495e-03
7.16078457e-02 -5.63028245e-02 4.47965830e-02 -1.50563716e-01
1.30840588e-01 -1.26300040e-01]
[ -1.17702271e-01 9.31663086e-02 2.62273797e-01 -1.15353874e-02
1.59537696e-01 8.27471339e-02 2.72719389e-02 -2.97811482e-01
-1.14107229e-01 -5.97392729e-02]
[ -3.53601917e-01 3.53712181e-02 1.11158071e-02 -3.57049287e-02
1.74445310e-01 -1.70707218e-01 7.62083918e-03 2.34024610e-01
-9.40163447e-02 6.70676583e-02]
[ 1.46943214e-01 4.39069811e-02 -2.34947903e-01 -8.42967811e-02
1.12443399e-01 -2.96498328e-01 5.19453356e-02 -1.67761611e-01
7.62318159e-04 -1.88769521e-01]
[ 2.07512975e-01 -1.81056086e-01 6.20107618e-02 -2.90314067e-02
1.09080788e-01 -3.28885885e-02 3.34830337e-02 -1.37182812e-01
1.08168994e-01 -1.86023216e-01]
[ -1.04829572e-01 -6.30076642e-02 1.21425179e-01 1.09334757e-01
4.48136111e-02 -1.13412007e-01 2.53497328e-01 -7.77193399e-02
1.84392253e-01 -3.70124880e-03]
[ -1.49587398e-03 -1.78251365e-01 2.01943104e-01 -2.43398739e-01
-2.23633991e-02 1.14960065e-01 6.25297764e-02 -1.16359572e-01
2.44916137e-02 2.23915402e-01]]
[[ 0.63234649]
[ 1.59073113]
[ 0.27962296]
[ 0.89255364]
[-2.65481054]
[-0.24788509]
[-1.57524597]
[ 0.07722356]
[ 0.70668395]
[ 0.9147055 ]]
Progress: 31.4% ... Training loss: 0.293 ... Validation loss: 0.469[[ 1.63384396e-01 2.04864853e-01 -1.05860591e-01 1.10517084e-01
-5.27463488e-01 -7.22939565e-02 -5.48377926e-02 1.22464302e-01
-5.92626601e-02 1.87047331e-01]
[ 1.77597851e-02 1.64090815e-01 -1.78178133e-02 4.95641384e-02
7.57557971e-02 -7.91426554e-03 3.00924243e-01 4.16490327e-02
1.45000071e-01 -2.29997542e-02]
[ 1.73968267e-01 6.13928326e-01 8.36712422e-03 -3.12407363e-02
4.22187442e-01 -2.29540601e-02 -6.87340370e-01 -4.01832336e-02
4.86384900e-02 2.66028492e-01]
[ 7.35695645e-03 -3.16123545e-01 -2.19679716e-01 9.21286932e-02
-3.90079973e-02 1.48203256e-01 1.43049242e-01 5.85861031e-02
6.23420509e-02 1.98959568e-01]
[ -9.75803092e-03 1.38546460e-01 -1.45153734e-01 4.88505722e-02
2.10444891e-02 -1.82792180e-01 4.71200169e-02 -1.18035294e-01
-1.84207618e-01 -1.59769635e-02]
[ -3.67186246e-01 -5.39776838e-01 -2.90172008e-01 1.72456382e-01
4.95674422e-02 3.79351170e-02 2.28062659e-01 -3.61402930e-02
-4.85267364e-03 8.82363115e-03]
[ -9.24381295e-03 -2.14512974e-01 7.27831982e-03 8.19398352e-02
1.71120935e-02 -6.91399803e-02 1.87495732e-01 -1.91118508e-01
1.85696289e-01 2.21358047e-02]
[ 1.10403356e-01 -2.48137009e-01 3.35786362e-02 -7.18753369e-02
9.27786921e-02 -4.69165713e-02 8.23538284e-02 1.20027762e-01
7.82178717e-02 -2.76435866e-02]
[ -1.73914579e-01 -1.22095285e-01 -3.04074537e-01 -2.27624717e-02
-1.87015344e-03 6.96530664e-02 -1.65125928e-01 -2.89120712e-02
2.60554828e-01 -1.32559236e-01]
[ 6.52002679e-02 -3.58248193e-01 9.39842326e-02 4.41131803e-02
-3.78583176e-03 -1.20596084e-01 1.49282178e-01 -1.02106512e-01
3.08536518e-02 1.18624798e-01]
[ -8.81214833e-02 -3.21287064e-02 -1.80576524e-03 -1.54299576e-01
2.90322964e-02 2.12464732e-02 1.73036079e-01 -1.03232692e-01
-2.07900415e-02 -1.34062415e-01]
[ -1.23204198e-01 -1.37890968e-01 -7.28605156e-02 -1.29896959e-02
3.98402836e-01 1.03708459e-01 9.73252467e-02 -1.68391071e-02
-1.76978832e-01 -2.21706175e-01]
[ -1.56972545e-01 4.36118012e-03 6.19163683e-02 2.17009197e-02
-1.72289853e-01 -2.19720223e-01 -1.77935935e-01 -1.97016874e-01
8.69521554e-02 1.74036760e-01]
[ -2.51038511e-01 -2.79067620e-01 1.07768049e-01 2.48750287e-01
-1.03810988e-01 -7.52449400e-02 1.62235844e-02 -2.57479550e-01
-2.38294673e-01 -4.21120557e-02]
[ 1.11887925e-01 -1.37602224e-01 -1.84916835e-02 1.27331403e-01
-3.92600441e-02 -8.97860319e-02 1.92948211e-01 3.96476913e-03
3.45067435e-02 1.69064629e-02]
[ 3.76483150e-02 -8.25230691e-02 -2.10946331e-01 1.50882997e-01
-4.07112646e-02 8.43618354e-02 -5.37663345e-02 -1.98231110e-02
-9.02197729e-02 -4.16872577e-03]
[ -1.18105757e-01 -6.35520068e-02 -2.01338388e-01 1.60190406e-01
-7.51991107e-03 1.32805220e-01 2.36271159e-03 -2.49971234e-01
7.31099851e-02 -1.94778514e-01]
[ -7.52882195e-02 -5.33650941e-02 2.72937267e-01 8.98785061e-02
1.43788838e-01 -5.86657051e-02 -1.09727777e-01 1.19966693e-01
6.56855040e-02 2.45907960e-02]
[ 5.70348070e-02 -2.72507630e-02 8.81161597e-02 8.91900183e-02
5.55711780e-02 -1.72433918e-02 2.31572541e-01 1.20651879e-01
-2.81899320e-02 -6.29195597e-02]
[ 1.15845567e-02 -1.44458775e-01 -2.89708562e-01 -4.65358588e-02
1.65429630e-01 -9.28355876e-02 1.55369230e-01 1.63999789e-01
1.11954674e-01 -2.57327614e-02]
[ 4.67490111e-02 -2.00469704e-02 -1.18094729e-01 3.94405695e-02
-7.56627690e-02 3.23431039e-01 2.69556868e-01 2.04658246e-01
-1.64357435e-01 -6.59479258e-02]
[ -1.29234613e-03 -2.20983891e-02 1.21011476e-01 1.00383100e-01
1.09526875e-02 1.06929912e-01 -1.17767297e-01 -4.19706808e-02
2.08353510e-01 7.18001677e-02]
[ 1.10970835e-01 8.11145799e-02 -4.54008539e-02 -9.78212155e-02
-1.01792766e-01 -3.30534765e-01 1.09758287e-01 8.76140285e-03
1.43715506e-01 9.09864084e-02]
[ -1.01874036e-01 -1.16768264e-02 -1.64108785e-02 1.99599369e-02
1.44702108e-02 -2.02959930e-01 -7.88761936e-02 -2.01167607e-02
1.39143228e-02 1.24930052e-01]
[ -1.48271181e-01 -9.01845167e-02 -1.98725550e-01 -7.31643871e-03
-2.66686995e-01 -3.51417484e-03 1.12192908e-02 -2.40391178e-02
3.61447956e-04 5.68313774e-02]
[ -3.10286867e-02 -9.26380976e-02 -7.50596548e-02 -1.28184847e-01
5.34901760e-01 2.76285454e-01 5.64485775e-01 1.12973363e-01
-1.82619803e-01 -3.77820869e-01]
[ -1.56743907e-02 -3.86907435e-01 -2.97690183e-02 -7.21226830e-02
6.57035854e-01 1.00585128e-01 5.21239102e-01 9.15214300e-02
3.03334119e-02 -3.82525552e-01]
[ 1.04988603e-02 -4.43656867e-01 -4.34694353e-02 -1.08153111e-01
6.78610555e-01 2.38312317e-02 4.92242939e-01 4.86567259e-02
-3.64193279e-01 -2.19274660e-01]
[ -1.66564317e-01 -5.82836206e-01 -7.92049066e-03 -1.98569588e-01
7.55220930e-01 -9.21322966e-02 6.10786951e-01 -8.24625811e-02
-6.41151765e-02 8.72312027e-02]
[ -2.91529810e-01 -3.96754069e-01 5.62282861e-02 -4.61023260e-02
9.13513984e-01 1.41795913e-01 4.15681022e-01 4.77442411e-02
-8.78137167e-02 -1.34995464e-01]
[ -2.05028519e-01 -3.01648905e-01 2.50993297e-01 -2.44546571e-01
6.67829743e-01 -4.39918199e-02 6.85513248e-01 1.30145360e-02
-2.58030456e-01 -2.95256229e-02]
[ -1.28814195e-01 -2.21283209e-01 -1.80276407e-01 -9.97487447e-02
4.84393997e-01 -2.30599034e-01 1.76170643e-01 1.69140771e-01
-8.16389270e-03 -1.17485725e-01]
[ 1.15649296e-01 2.51302434e-01 1.65859679e-01 -8.50077276e-02
-9.63486308e-02 4.80551028e-02 -1.58795515e-01 2.83573147e-01
7.98980107e-02 1.83823768e-01]
[ 3.45685433e-01 3.10506315e-01 -8.50277009e-02 3.07540977e-01
-8.67180697e-01 -2.86011936e-01 -4.67115591e-01 1.76945700e-01
3.78185846e-01 -3.94490336e-02]
[ 4.43208916e-02 1.30402058e-01 2.51800639e-01 2.46169289e-01
-4.76523309e-02 -1.94809029e-01 -1.71352154e-01 -1.33221642e-01
-1.42662397e-01 -2.92806074e-01]
[ 2.56308723e-02 -5.66285144e-02 -1.17368387e-01 -5.10780694e-02
2.31542899e-01 3.98946082e-02 -1.11626682e-02 -1.84342178e-01
3.65260886e-02 2.10759246e-01]
[ 2.43351794e-03 -4.91248692e-02 -6.62122975e-02 -4.90676497e-02
-2.57982471e-02 -1.77556487e-01 8.34568517e-02 1.02253701e-02
3.85228622e-02 7.47354900e-03]
[ 2.72694902e-02 6.71763386e-02 2.43503094e-01 7.15952649e-02
-2.21152115e-01 -1.34124475e-01 1.15229958e-01 3.94388377e-02
-1.87546539e-01 1.05179005e-01]
[ 7.31570999e-02 3.63755440e-02 1.08305979e-01 9.63731376e-03
-2.46728915e-01 6.81883932e-02 6.09468490e-02 -2.70633429e-01
-1.56679351e-02 -8.68512879e-02]
[ -1.06762866e-02 9.43048183e-02 8.49181661e-02 -2.91267006e-02
-4.23578516e-02 1.80534154e-01 9.73687911e-02 1.18544511e-01
-2.09661242e-02 1.73588505e-01]
[ 2.15669247e-01 5.62293189e-02 2.63194907e-02 7.36316039e-02
6.31031318e-02 -2.09633491e-02 -1.50982563e-01 1.47870222e-01
-6.03109118e-02 -2.72207729e-02]
[ 4.34402043e-02 -6.06098572e-03 1.75147149e-02 4.31419549e-02
-4.14780056e-01 -1.23457537e-01 -2.07788065e-01 4.13738924e-02
1.20794973e-01 1.95076416e-01]
[ 4.81954499e-02 5.21757083e-01 1.23711962e-01 4.19399469e-01
-1.12032217e+00 -3.05592110e-01 -6.12881987e-01 -7.20618276e-02
2.91052434e-01 3.35356212e-01]
[ 1.82522938e-01 5.09220087e-01 6.75534419e-02 4.29209372e-01
-9.05511308e-01 -8.54390322e-02 -4.50893827e-01 1.51519218e-01
2.13023854e-01 4.88840338e-01]
[ 2.55907097e-01 3.02629209e-01 2.46026724e-01 1.45652639e-01
-4.15393525e-01 8.08467774e-02 -2.11130777e-01 1.62573103e-01
2.37977148e-01 7.62556232e-02]
[ -7.14246438e-02 2.24609430e-01 2.42591678e-01 1.99418064e-02
-4.70762983e-02 1.29779670e-01 -1.04366203e-01 -1.49006003e-02
-3.02194958e-02 5.37568670e-02]
[ -9.61380346e-02 -8.08959229e-04 2.58478292e-02 9.66009490e-02
-5.96498713e-02 1.15020062e-01 2.49353279e-01 2.04050056e-02
-2.72218558e-01 -9.00597808e-02]
[ -2.22785914e-01 -3.24972547e-02 -9.44112994e-02 -3.47747205e-01
1.92773182e-01 1.20673907e-01 1.10528829e-01 1.03190003e-01
-2.10203044e-01 2.86125953e-02]
[ 1.10717529e-02 -3.83758109e-01 -1.27052543e-01 -1.60690485e-01
3.69755956e-01 2.57110742e-02 1.79224806e-01 1.52584711e-01
-1.64525308e-01 -2.20870876e-01]
[ 1.33499626e-01 -2.07672400e-01 -1.45743634e-01 -4.17759144e-03
7.73084027e-02 -5.57964218e-02 4.81721708e-02 -1.50719180e-01
1.29426020e-01 -1.28235694e-01]
[ -1.18188726e-01 9.20728367e-02 2.62036010e-01 -1.23896446e-02
1.62109069e-01 8.29516320e-02 2.83035175e-02 -2.97876859e-01
-1.14772385e-01 -6.05155805e-02]
[ -3.53935612e-01 3.44231679e-02 1.09769081e-02 -3.61759006e-02
1.75763397e-01 -1.70583571e-01 8.50321775e-03 2.33987641e-01
-9.44014128e-02 6.65972566e-02]
[ 1.46228301e-01 4.23523333e-02 -2.35222542e-01 -8.51395109e-02
1.14491078e-01 -2.96263050e-01 5.35084613e-02 -1.67836345e-01
2.85758254e-05 -1.89674704e-01]
[ 2.06597937e-01 -1.83781952e-01 6.15903672e-02 -3.04267171e-02
1.12678487e-01 -3.25102945e-02 3.61438943e-02 -1.37297001e-01
1.07145317e-01 -1.87372781e-01]
[ -1.05621766e-01 -6.46317105e-02 1.21047852e-01 1.08094963e-01
4.83088316e-02 -1.13046010e-01 2.54907754e-01 -7.78297013e-02
1.83494739e-01 -4.90017600e-03]
[ -1.93643506e-03 -1.79835792e-01 2.01726717e-01 -2.44199138e-01
-2.05365300e-02 1.15172152e-01 6.40806877e-02 -1.16423501e-01
2.39107567e-02 2.23221659e-01]]
[[ 0.6131672 ]
[ 1.5759031 ]
[ 0.26419965]
[ 0.8754079 ]
[-2.67539522]
[-0.26280151]
[-1.59182168]
[ 0.06166076]
[ 0.6893742 ]
[ 0.89614989]]
Progress: 31.4% ... Training loss: 0.284 ... Validation loss: 0.458[[ 1.64880945e-01 2.08366905e-01 -1.05139460e-01 1.12774287e-01
-5.34683209e-01 -7.28954865e-02 -5.76663106e-02 1.22619994e-01
-5.75189651e-02 1.89042450e-01]
[ 1.71854152e-02 1.62558868e-01 -1.80671081e-02 4.87802191e-02
7.83215166e-02 -7.66120688e-03 3.02380036e-01 4.15891499e-02
1.44426064e-01 -2.36787513e-02]
[ 1.77452378e-01 6.21923407e-01 9.88041838e-03 -2.64433649e-02
4.08920102e-01 -2.43248685e-02 -6.95108326e-01 -3.98300345e-02
5.28128199e-02 2.70929773e-01]
[ 5.61388796e-03 -3.20923108e-01 -2.20293181e-01 8.98210845e-02
-3.13803430e-02 1.48910719e-01 1.47430034e-01 5.83983339e-02
6.04016628e-02 1.96501948e-01]
[ -1.04883262e-02 1.37221236e-01 -1.45239427e-01 4.78965098e-02
2.21285655e-02 -1.82475162e-01 4.92341646e-02 -1.18065389e-01
-1.84916304e-01 -1.73499607e-02]
[ -3.67733982e-01 -5.41084084e-01 -2.90361946e-01 1.71906355e-01
4.99745085e-02 3.81229788e-02 2.29613291e-01 -3.61866297e-02
-5.41270266e-03 8.16331361e-03]
[ -1.00602641e-02 -2.16516674e-01 6.94195461e-03 8.08705452e-02
1.99696811e-02 -6.88138429e-02 1.89683176e-01 -1.91186818e-01
1.84812300e-01 2.10838472e-02]
[ 1.12137388e-01 -2.44150067e-01 3.44098708e-02 -6.91962243e-02
8.43804167e-02 -4.76610053e-02 7.85082798e-02 1.20219284e-01
8.04680640e-02 -2.50401043e-02]
[ -1.72823543e-01 -1.19731599e-01 -3.03529983e-01 -2.12083558e-02
-5.70391333e-03 6.92060151e-02 -1.67264228e-01 -2.88024653e-02
2.61709513e-01 -1.30957737e-01]
[ 6.70866678e-02 -3.54360865e-01 9.48899737e-02 4.70764060e-02
-1.32216851e-02 -1.21384075e-01 1.45962009e-01 -1.01896911e-01
3.31961262e-02 1.21481948e-01]
[ -8.80221652e-02 -3.13491982e-02 -1.70868546e-03 -1.54023388e-01
2.76231563e-02 2.11731467e-02 1.72592126e-01 -1.03211603e-01
-2.06691988e-02 -1.33795771e-01]
[ -1.23729035e-01 -1.39518123e-01 -7.30138506e-02 -1.36151977e-02
4.00280448e-01 1.03892290e-01 9.88435963e-02 -1.68833169e-02
-1.77481289e-01 -2.22337264e-01]
[ -1.56972545e-01 4.36118012e-03 6.19163683e-02 2.17009197e-02
-1.72289853e-01 -2.19720223e-01 -1.77935935e-01 -1.97016874e-01
8.69521554e-02 1.74036760e-01]
[ -2.51005709e-01 -2.79267746e-01 1.07784563e-01 2.48871827e-01
-1.04380419e-01 -7.52825163e-02 1.63996490e-02 -2.57471927e-01
-2.38230249e-01 -4.20350611e-02]
[ 1.11059390e-01 -1.39253061e-01 -1.88486635e-02 1.26233481e-01
-3.67877343e-02 -8.94560257e-02 1.94724059e-01 3.88163663e-03
3.35606907e-02 1.57016210e-02]
[ 3.78888852e-02 -8.21351317e-02 -2.10802486e-01 1.51285296e-01
-4.21393018e-02 8.42641534e-02 -5.40059877e-02 -1.97951813e-02
-8.99131523e-02 -3.72206160e-03]
[ -1.18596812e-01 -6.45671698e-02 -2.01536279e-01 1.59568118e-01
-6.03840337e-03 1.32994502e-01 3.49300774e-03 -2.50006450e-01
7.25881444e-02 -1.95438001e-01]
[ -7.56787485e-02 -5.44408995e-02 2.72768108e-01 8.93220727e-02
1.45429533e-01 -5.85028264e-02 -1.08692360e-01 1.19926781e-01
6.52469223e-02 2.40866457e-02]
[ 5.74577953e-02 -2.61316280e-02 8.83208088e-02 8.98623746e-02
5.34799732e-02 -1.74351017e-02 2.30547004e-01 1.20701184e-01
-2.76451521e-02 -6.22596647e-02]
[ 1.13217299e-02 -1.44897559e-01 -2.89798774e-01 -4.68691800e-02
1.65765921e-01 -9.27308406e-02 1.55879080e-01 1.63976922e-01
1.11710928e-01 -2.60293653e-02]
[ 4.80599829e-02 -1.70647897e-02 -1.17500613e-01 4.14123504e-02
-8.13231531e-02 3.22853024e-01 2.66375040e-01 2.04795987e-01
-1.62772038e-01 -6.40419766e-02]
[ -1.47659101e-04 -1.98388412e-02 1.21541209e-01 1.02017117e-01
6.88319032e-03 1.06477219e-01 -1.19366283e-01 -4.18503698e-02
2.09660427e-01 7.34199498e-02]
[ 1.11663439e-01 8.25965747e-02 -4.51054925e-02 -9.68524326e-02
-1.04530240e-01 -3.30799763e-01 1.08090544e-01 8.82229469e-03
1.44444578e-01 9.19823574e-02]
[ -1.02023084e-01 -1.20241016e-02 -1.64716891e-02 1.97521614e-02
1.50752239e-02 -2.02899825e-01 -7.85087320e-02 -2.01308820e-02
1.37609373e-02 1.24719690e-01]
[ -1.48532927e-01 -9.06476392e-02 -1.98785230e-01 -7.65556468e-03
-2.65634166e-01 -3.41600505e-03 1.16923292e-02 -2.40611896e-02
8.87036082e-05 5.64942935e-02]
[ -3.11032508e-02 -9.30507495e-02 -7.50978585e-02 -1.28323087e-01
5.35156296e-01 2.76327004e-01 5.64900643e-01 1.12963666e-01
-1.82725463e-01 -3.77977462e-01]
[ -1.54409420e-02 -3.86521973e-01 -2.96698698e-02 -7.17749948e-02
6.56038160e-01 1.00481696e-01 5.20734798e-01 9.15456540e-02
3.05821436e-02 -3.82174559e-01]
[ 1.05787861e-02 -4.43537427e-01 -4.34398376e-02 -1.08037596e-01
6.78282658e-01 2.37994178e-02 4.92155708e-01 4.86644173e-02
-3.64115536e-01 -2.19173769e-01]
[ -1.66939984e-01 -5.83808529e-01 -8.08935255e-03 -1.99130824e-01
7.56533492e-01 -9.19683170e-02 6.11810471e-01 -8.25024956e-02
-6.45573708e-02 8.66868601e-02]
[ -2.91791955e-01 -3.97454696e-01 5.61182953e-02 -4.64649752e-02
9.14532347e-01 1.41898690e-01 4.16348115e-01 4.77189662e-02
-8.81075573e-02 -1.35364433e-01]
[ -2.04425575e-01 -3.00855003e-01 2.51286199e-01 -2.43525321e-01
6.64880973e-01 -4.42911580e-02 6.84682627e-01 1.30845021e-02
-2.57276649e-01 -2.85248353e-02]
[ -1.28690244e-01 -2.20943067e-01 -1.80221087e-01 -9.95469689e-02
4.83822454e-01 -2.30661089e-01 1.75760485e-01 1.69154665e-01
-7.99686328e-03 -1.17279862e-01]
[ 1.16069780e-01 2.52438409e-01 1.66049316e-01 -8.43665383e-02
-9.82638640e-02 4.78615399e-02 -1.59942265e-01 2.83616251e-01
8.04068318e-02 1.84472389e-01]
[ 3.45653644e-01 3.11296601e-01 -8.49898700e-02 3.07584323e-01
-8.68053108e-01 -2.86022452e-01 -4.67390911e-01 1.76944370e-01
3.78108012e-01 -3.94431596e-02]
[ 4.44748009e-02 1.30690312e-01 2.51864827e-01 2.46382093e-01
-4.82144825e-02 -1.94873038e-01 -1.71765373e-01 -1.33205984e-01
-1.42489387e-01 -2.92567336e-01]
[ 2.55976208e-02 -5.67154980e-02 -1.17375630e-01 -5.10968306e-02
2.31747876e-01 3.98909655e-02 -1.10957954e-02 -1.84343090e-01
3.64963315e-02 2.10785439e-01]
[ 2.82738142e-03 -4.81259118e-02 -6.60461954e-02 -4.85080018e-02
-2.75453056e-02 -1.77704990e-01 8.25042988e-02 1.02596027e-02
3.90051753e-02 8.06740348e-03]
[ 2.70990455e-02 6.67179464e-02 2.43433428e-01 7.13678398e-02
-2.20506687e-01 -1.34049474e-01 1.15645308e-01 3.94241550e-02
-1.87741584e-01 1.04934923e-01]
[ 7.34765672e-02 3.71554789e-02 1.08446484e-01 1.00931580e-02
-2.48215381e-01 6.80656631e-02 6.00751639e-02 -2.70601400e-01
-1.53126517e-02 -8.63566503e-02]
[ -1.08450742e-02 9.40657215e-02 8.48524707e-02 -2.93484204e-02
-4.20478045e-02 1.80593387e-01 9.76853419e-02 1.18527625e-01
-2.11290097e-02 1.73372735e-01]
[ 2.15714092e-01 5.62977316e-02 2.63376488e-02 7.36883051e-02
6.30533900e-02 -2.09758201e-02 -1.50961584e-01 1.47874925e-01
-6.02943372e-02 -2.71497500e-02]
[ 4.30909733e-02 -6.78264359e-03 1.73491183e-02 4.25947956e-02
-4.13429521e-01 -1.23295699e-01 -2.07000291e-01 4.13357979e-02
1.20362788e-01 1.94515612e-01]
[ 4.95422190e-02 5.24490104e-01 1.24310155e-01 4.21295677e-01
-1.12578904e+00 -3.06125677e-01 -6.15348945e-01 -7.19175526e-02
2.92571418e-01 3.37009590e-01]
[ 1.82679543e-01 5.09207634e-01 6.76525726e-02 4.29534178e-01
-9.06118176e-01 -8.55079254e-02 -4.50800812e-01 1.51541133e-01
2.13309181e-01 4.89221294e-01]
[ 2.55770731e-01 3.02346868e-01 2.46058497e-01 1.45637737e-01
-4.15445994e-01 8.08713113e-02 -2.11104633e-01 1.62572104e-01
2.37970842e-01 7.62113750e-02]
[ -7.18732050e-02 2.23768921e-01 2.42390778e-01 1.92828794e-02
-4.51657451e-02 1.29972844e-01 -1.03320471e-01 -1.49408540e-02
-3.07188071e-02 5.31512878e-02]
[ -9.61494704e-02 -7.46460956e-04 2.58366931e-02 9.65705157e-02
-5.95720566e-02 1.15031854e-01 2.49287990e-01 2.04023845e-02
-2.72249519e-01 -9.00981683e-02]
[ -2.23176476e-01 -3.34379380e-02 -9.45787049e-02 -3.48300924e-01
1.94457108e-01 1.20837129e-01 1.11545564e-01 1.03150417e-01
-2.10612016e-01 2.80356555e-02]
[ 1.11092266e-02 -3.83546996e-01 -1.27020846e-01 -1.60618176e-01
3.69625008e-01 2.56910224e-02 1.79108489e-01 1.52589752e-01
-1.64467122e-01 -2.20794264e-01]
[ 1.34418336e-01 -2.05195333e-01 -1.45346029e-01 -2.74761230e-03
7.25617612e-02 -5.61625480e-02 4.57895273e-02 -1.50634346e-01
1.30404950e-01 -1.26866154e-01]
[ -1.18485502e-01 9.14766943e-02 2.61914867e-01 -1.27877419e-02
1.64194128e-01 8.30681611e-02 2.91569012e-02 -2.97901529e-01
-1.15076210e-01 -6.07353340e-02]
[ -3.52688365e-01 3.66617449e-02 1.15319843e-02 -3.44213304e-02
1.71114603e-01 -1.71085787e-01 6.22345910e-03 2.34116939e-01
-9.29498106e-02 6.81738065e-02]
[ 1.46958793e-01 4.36728228e-02 -2.34761286e-01 -8.37745498e-02
1.10359072e-01 -2.96666518e-01 5.21271590e-02 -1.67733536e-01
1.01939405e-03 -1.88379042e-01]
[ 2.06206298e-01 -1.84749157e-01 6.14226668e-02 -3.10026503e-02
1.14025961e-01 -3.23315222e-02 3.73854616e-02 -1.37336386e-01
1.06725867e-01 -1.87904983e-01]
[ -1.06080803e-01 -6.54588740e-02 1.20867744e-01 1.07462653e-01
4.94866253e-02 -1.12866737e-01 2.55846992e-01 -7.78748256e-02
1.83028318e-01 -5.50852375e-03]
[ -2.22454963e-03 -1.80441733e-01 2.01631217e-01 -2.44528396e-01
-2.05867976e-02 1.15291901e-01 6.48444308e-02 -1.16444783e-01
2.36399628e-02 2.22832916e-01]]
[[ 0.62162114]
[ 1.58691826]
[ 0.27040903]
[ 0.88164143]
[-2.67079215]
[-0.25894386]
[-1.5914266 ]
[ 0.06858406]
[ 0.69648321]
[ 0.90403588]]
Progress: 31.4% ... Training loss: 0.283 ... Validation loss: 0.456[[ 1.63252838e-01 2.04088720e-01 -1.05764532e-01 1.10421335e-01
-5.27982295e-01 -7.21717715e-02 -5.34846622e-02 1.22444286e-01
-5.92328272e-02 1.86655632e-01]
[ 1.66783138e-02 1.61425555e-01 -1.82992773e-02 4.80348288e-02
8.06658649e-02 -7.43699225e-03 3.03509494e-01 4.15303487e-02
1.43917398e-01 -2.44502613e-02]
[ 1.74114288e-01 6.15537286e-01 8.42924910e-03 -3.17069312e-02
4.24568894e-01 -2.27718874e-02 -6.89258214e-01 -4.02379883e-02
4.89245932e-02 2.66292111e-01]
[ 6.99543353e-03 -3.18578280e-01 -2.19716369e-01 9.20188983e-02
-3.63663685e-02 1.48427850e-01 1.45165246e-01 5.85432685e-02
6.20375556e-02 1.98539060e-01]
[ -1.08879784e-02 1.35261995e-01 -1.45414120e-01 4.72294631e-02
2.49571577e-02 -1.82478868e-01 5.02675014e-02 -1.18083438e-01
-1.85416068e-01 -1.78384824e-02]
[ -3.67697796e-01 -5.42419884e-01 -2.90321371e-01 1.72226964e-01
4.80209846e-02 3.79969987e-02 2.31004622e-01 -3.61645629e-02
-5.26106463e-03 8.11605075e-03]
[ -1.15615750e-02 -2.20827919e-01 6.31287141e-03 7.87225587e-02
2.55757713e-02 -6.81569326e-02 1.93692246e-01 -1.91342604e-01
1.83288147e-01 1.89025226e-02]
[ 1.09919684e-01 -2.50577960e-01 3.34356822e-02 -7.24954455e-02
9.31737578e-02 -4.66776855e-02 8.44410204e-02 1.19957528e-01
7.79846381e-02 -2.82947352e-02]
[ -1.73079495e-01 -1.20543102e-01 -3.03612926e-01 -2.15337280e-02
-4.34436469e-03 6.93025680e-02 -1.66677142e-01 -2.88249030e-02
2.61521465e-01 -1.31292918e-01]
[ 6.40286790e-02 -3.62501996e-01 9.35527870e-02 4.25529112e-02
-1.45792046e-03 -1.20090577e-01 1.53539773e-01 -1.02246835e-01
2.98177908e-02 1.16986004e-01]
[ -8.93195029e-02 -3.61090846e-02 -2.23694304e-03 -1.55725045e-01
3.17519102e-02 2.16887709e-02 1.77059019e-01 -1.03337837e-01
-2.18236473e-02 -1.35697486e-01]
[ -1.23312490e-01 -1.39503545e-01 -7.27940459e-02 -1.28420161e-02
3.98193385e-01 1.03693971e-01 9.87191668e-02 -1.68250716e-02
-1.76992494e-01 -2.21758003e-01]
[ -1.56972545e-01 4.36118012e-03 6.19163683e-02 2.17009197e-02
-1.72289853e-01 -2.19720223e-01 -1.77935935e-01 -1.97016874e-01
8.69521554e-02 1.74036760e-01]
[ -2.51184319e-01 -2.79982206e-01 1.07694942e-01 2.48644704e-01
-1.03988333e-01 -7.52002033e-02 1.71565868e-02 -2.57490642e-01
-2.38500797e-01 -4.24186062e-02]
[ 1.11033038e-01 -1.40133308e-01 -1.88291101e-02 1.26388717e-01
-3.80759998e-02 -8.95502082e-02 1.95687960e-01 3.89223456e-03
3.36826716e-02 1.56616271e-02]
[ 3.84152891e-02 -8.16399585e-02 -2.10590994e-01 1.52056216e-01
-4.42728130e-02 8.40478415e-02 -5.45747778e-02 -1.97347266e-02
-8.93104794e-02 -3.03115842e-03]
[ -1.19211999e-01 -6.62058622e-02 -2.01788283e-01 1.58640319e-01
-3.20003732e-03 1.33287885e-01 4.86387805e-03 -2.50064402e-01
7.19155392e-02 -1.96306145e-01]
[ -7.73226978e-02 -5.85467304e-02 2.72064141e-01 8.69845614e-02
1.51522407e-01 -5.78257671e-02 -1.04553050e-01 1.19740669e-01
6.35059913e-02 2.17152868e-02]
[ 5.69347907e-02 -2.71073778e-02 8.81098671e-02 8.90970581e-02
5.52788053e-02 -1.72205911e-02 2.31775370e-01 1.20643693e-01
-2.82310162e-02 -6.30120218e-02]
[ 1.06896402e-02 -1.46633177e-01 -2.90084670e-01 -4.77979709e-02
1.67933057e-01 -9.24515979e-02 1.57398453e-01 1.63902763e-01
1.10978060e-01 -2.69314988e-02]
[ 4.83752377e-02 -1.71634574e-02 -1.17356163e-01 4.18651197e-02
-8.26691287e-02 3.22738865e-01 2.65916865e-01 2.04831361e-01
-1.62377904e-01 -6.36288097e-02]
[ -1.10416659e-03 -2.23192990e-02 1.21117483e-01 1.00604008e-01
1.10816003e-02 1.06899591e-01 -1.16891677e-01 -4.19650334e-02
2.08613713e-01 7.20527467e-02]
[ 1.11024190e-01 8.11789273e-02 -4.53619806e-02 -9.77745835e-02
-1.01755396e-01 -3.30531432e-01 1.09586968e-01 8.75254119e-03
1.43795403e-01 9.10065822e-02]
[ -1.01718169e-01 -1.15511471e-02 -1.63377170e-02 2.02066727e-02
1.40317018e-02 -2.03031769e-01 -7.91752872e-02 -2.00940927e-02
1.41121748e-02 1.25192841e-01]
[ -1.48403334e-01 -9.04548365e-02 -1.98717695e-01 -7.41917262e-03
-2.66279983e-01 -3.48581732e-03 1.13562891e-02 -2.40434726e-02
2.73393714e-04 5.67591848e-02]
[ -3.10483855e-02 -9.32988739e-02 -7.50677512e-02 -1.28196400e-01
5.34663609e-01 2.76289992e-01 5.65197123e-01 1.12973757e-01
-1.82615167e-01 -3.77923683e-01]
[ -1.55118340e-02 -3.86897912e-01 -2.97092614e-02 -7.18740499e-02
6.56321077e-01 1.00517587e-01 5.21103552e-01 9.15374108e-02
3.05189768e-02 -3.82317129e-01]
[ 1.08968747e-02 -4.43639966e-01 -4.33223495e-02 -1.07580740e-01
6.76880349e-01 2.36655977e-02 4.91991062e-01 4.86999749e-02
-3.63806900e-01 -2.18795270e-01]
[ -1.67460425e-01 -5.84911411e-01 -8.30826200e-03 -1.99848114e-01
7.58561840e-01 -9.17629026e-02 6.12906171e-01 -8.25581260e-02
-6.50575435e-02 8.60199280e-02]
[ -2.91495545e-01 -3.97267045e-01 5.62632453e-02 -4.59638373e-02
9.13068087e-01 1.41751210e-01 4.16050269e-01 4.77578912e-02
-8.77142702e-02 -1.34924169e-01]
[ -2.04624072e-01 -3.01462866e-01 2.51220062e-01 -2.43741723e-01
6.65395713e-01 -4.42330876e-02 6.85319740e-01 1.30673593e-02
-2.57446466e-01 -2.87773326e-02]
[ -1.28622981e-01 -2.20797726e-01 -1.80191274e-01 -9.94505493e-02
4.83556760e-01 -2.30689680e-01 1.75588346e-01 1.69161819e-01
-7.91795938e-03 -1.17180813e-01]
[ 1.16120783e-01 2.52719803e-01 1.66112934e-01 -8.42318839e-02
-9.86214117e-02 4.78293818e-02 -1.60180022e-01 2.83623025e-01
8.05019338e-02 1.84644308e-01]
[ 3.44148267e-01 3.07409289e-01 -8.56524500e-02 3.05417487e-01
-8.62483407e-01 -2.85452672e-01 -4.63575829e-01 1.76775896e-01
3.76506984e-01 -4.16471720e-02]
[ 4.45359990e-02 1.30831178e-01 2.51891569e-01 2.46462233e-01
-4.84260709e-02 -1.94898044e-01 -1.71917679e-01 -1.33200256e-01
-1.42426049e-01 -2.92489758e-01]
[ 2.52622560e-02 -5.76942589e-02 -1.17525694e-01 -5.15911076e-02
2.33058257e-01 4.00349063e-02 -1.01209665e-02 -1.84381490e-01
3.61196276e-02 2.10313494e-01]
[ 2.59747039e-03 -4.87558939e-02 -6.61544827e-02 -4.88634486e-02
-2.66204178e-02 -1.77605935e-01 8.31064215e-02 1.02315523e-02
3.87297890e-02 7.70287625e-03]
[ 2.67255929e-02 6.61326748e-02 2.43272508e-01 7.08013529e-02
-2.18855377e-01 -1.33902697e-01 1.16528373e-01 3.93803740e-02
-1.88188751e-01 1.04378521e-01]
[ 7.29519626e-02 3.59390653e-02 1.08233585e-01 9.35146790e-03
-2.45991808e-01 6.82883337e-02 6.11926052e-02 -2.70651266e-01
-1.59103016e-02 -8.70955700e-02]
[ -1.09639242e-02 9.35915978e-02 8.48126958e-02 -2.94731918e-02
-4.16480717e-02 1.80641717e-01 9.79960245e-02 1.18518472e-01
-2.12030723e-02 1.73256273e-01]
[ 2.15210153e-01 5.49006476e-02 2.60871035e-02 7.28250446e-02
6.52368852e-02 -2.07369773e-02 -1.49773928e-01 1.47808439e-01
-6.09426397e-02 -2.80052097e-02]
[ 4.28848244e-02 -7.34996009e-03 1.72511629e-02 4.22791807e-02
-4.12506103e-01 -1.23199360e-01 -2.06670630e-01 4.13094548e-02
1.20130899e-01 1.94245243e-01]
[ 4.93978077e-02 5.23537171e-01 1.24267398e-01 4.21212303e-01
-1.12617927e+00 -3.06022198e-01 -6.14457114e-01 -7.19231569e-02
2.92544044e-01 3.36856737e-01]
[ 1.82662506e-01 5.09074319e-01 6.76557596e-02 4.29516870e-01
-9.06079425e-01 -8.54797506e-02 -4.50639750e-01 1.51538214e-01
2.13294442e-01 4.89042925e-01]
[ 2.55698351e-01 3.02226551e-01 2.46024378e-01 1.45489748e-01
-4.14973853e-01 8.09122812e-02 -2.10970418e-01 1.62561135e-01
2.37846995e-01 7.61027196e-02]
[ -7.22439000e-02 2.22824038e-01 2.42225688e-01 1.87310661e-02
-4.36090815e-02 1.30133640e-01 -1.02366191e-01 -1.49808536e-02
-3.11428994e-02 5.25985091e-02]
[ -9.58104275e-02 1.12881585e-05 2.60051313e-02 9.71129746e-02
-6.10500802e-02 1.14876567e-01 2.48503744e-01 2.04444509e-02
-2.71834039e-01 -8.95742070e-02]
[ -2.23080733e-01 -3.34244971e-02 -9.45455695e-02 -3.48187373e-01
1.94168833e-01 1.20796304e-01 1.11433662e-01 1.03160010e-01
-2.10510801e-01 2.81470338e-02]
[ 1.10788333e-02 -3.83634816e-01 -1.27034534e-01 -1.60660437e-01
3.69701020e-01 2.57034710e-02 1.79189585e-01 1.52587012e-01
-1.64501969e-01 -2.20836339e-01]
[ 1.33133788e-01 -2.08564324e-01 -1.45860115e-01 -4.37761598e-03
7.61951391e-02 -5.56411330e-02 4.92146010e-02 -1.50762845e-01
1.29198262e-01 -1.28614711e-01]
[ -1.19638513e-01 8.87936847e-02 2.61391074e-01 -1.44692186e-02
1.69146308e-01 8.35770125e-02 3.18076070e-02 -2.98032693e-01
-1.16348685e-01 -6.24810727e-02]
[ -3.52441515e-01 3.70316488e-02 1.16431591e-02 -3.40558740e-02
1.70349118e-01 -1.71174711e-01 5.74164310e-03 2.34142975e-01
-9.26547375e-02 6.84868686e-02]
[ 1.47671002e-01 4.42602740e-02 -2.34420959e-01 -8.26459346e-02
1.07325006e-01 -2.96996786e-01 5.09527892e-02 -1.67640100e-01
1.87751604e-03 -1.87325487e-01]
[ 2.06180697e-01 -1.86332441e-01 6.14064177e-02 -3.10486163e-02
1.13482929e-01 -3.23086987e-02 3.88764040e-02 -1.37338095e-01
1.06727873e-01 -1.88110038e-01]
[ -1.06588351e-01 -6.64943754e-02 1.20663701e-01 1.06682925e-01
5.17888551e-02 -1.12652367e-01 2.57103937e-01 -7.79320481e-02
1.82453147e-01 -6.31489905e-03]
[ -4.15168128e-03 -1.85614742e-01 2.00792247e-01 -2.47337264e-01
-1.33265454e-02 1.16054436e-01 6.95971762e-02 -1.16663575e-01
2.14951063e-02 2.20153626e-01]]
[[ 0.60585688]
[ 1.57373621]
[ 0.25457675]
[ 0.86847062]
[-2.68281604]
[-0.26925101]
[-1.60172328]
[ 0.0575093 ]
[ 0.68024332]
[ 0.88836478]]
Progress: 31.5% ... Training loss: 0.288 ... Validation loss: 0.458[[ 1.63475632e-01 2.04037469e-01 -1.05682642e-01 1.10829967e-01
-5.29132921e-01 -7.22095830e-02 -5.39771474e-02 1.22472080e-01
-5.88607594e-02 1.87090801e-01]
[ 1.68889362e-02 1.61893213e-01 -1.81902447e-02 4.84067953e-02
7.95391121e-02 -7.55030659e-03 3.03207973e-01 4.15537415e-02
1.44184086e-01 -2.41512496e-02]
[ 1.73761379e-01 6.17252576e-01 8.15410124e-03 -3.28053162e-02
4.28184509e-01 -2.23586138e-02 -6.90980969e-01 -4.02801057e-02
4.83315186e-02 2.65996413e-01]
[ 5.25272806e-03 -3.21754244e-01 -2.20578843e-01 8.94814417e-02
-2.86862962e-02 1.49299659e-01 1.48514048e-01 5.83461119e-02
6.00103497e-02 1.95900914e-01]
[ -7.75439957e-03 1.41463589e-01 -1.44044890e-01 5.21957280e-02
8.28324543e-03 -1.83868360e-01 4.30165676e-02 -1.17738979e-01
-1.81680905e-01 -1.31428555e-02]
[ -3.66449399e-01 -5.40733177e-01 -2.89717353e-01 1.74403072e-01
4.10827399e-02 3.73458837e-02 2.29274559e-01 -3.60306699e-02
-3.61129064e-03 9.89117387e-03]
[ -1.29130851e-02 -2.24072783e-01 5.76112803e-03 7.70566138e-02
3.03893456e-02 -6.76062890e-02 1.97187395e-01 -1.91455673e-01
1.81923776e-01 1.70338688e-02]
[ 1.11051040e-01 -2.48173386e-01 3.39343889e-02 -7.08313819e-02
8.82700231e-02 -4.71130238e-02 8.17849757e-02 1.20070338e-01
7.93741890e-02 -2.64526280e-02]
[ -1.71306822e-01 -1.16982137e-01 -3.02894654e-01 -1.89421116e-02
-1.12340340e-02 6.85384133e-02 -1.70578603e-01 -2.86565712e-02
2.63376972e-01 -1.28689758e-01]
[ 6.49872995e-02 -3.61679866e-01 9.40702736e-02 4.43667114e-02
-6.49399507e-03 -1.20600093e-01 1.52801866e-01 -1.02119329e-01
3.11577587e-02 1.18628932e-01]
[ -8.81363998e-02 -3.34999962e-02 -1.74120701e-03 -1.53888050e-01
2.61536572e-02 2.11407090e-02 1.74182642e-01 -1.03223089e-01
-2.04627923e-02 -1.33909894e-01]
[ -1.22653299e-01 -1.38527382e-01 -7.25380160e-02 -1.17269689e-02
3.94909638e-01 1.03451585e-01 9.75410322e-02 -1.67653590e-02
-1.76162856e-01 -2.20836788e-01]
[ -1.56972545e-01 4.36118012e-03 6.19163683e-02 2.17009197e-02
-1.72289853e-01 -2.19720223e-01 -1.77935935e-01 -1.97016874e-01
8.69521554e-02 1.74036760e-01]
[ -2.50850879e-01 -2.79661193e-01 1.07893363e-01 2.49313424e-01
-1.06423744e-01 -7.54082341e-02 1.69119146e-02 -2.57449977e-01
-2.38007759e-01 -4.19279690e-02]
[ 1.11414202e-01 -1.39288193e-01 -1.86510271e-02 1.27016875e-01
-4.00339013e-02 -8.97184266e-02 1.95128272e-01 3.92956679e-03
3.41872237e-02 1.61892122e-02]
[ 3.84056409e-02 -8.21720755e-02 -2.10588448e-01 1.52157888e-01
-4.46540653e-02 8.40163054e-02 -5.43873534e-02 -1.97302354e-02
-8.92850534e-02 -3.08378536e-03]
[ -1.19558451e-01 -6.74133952e-02 -2.01939346e-01 1.58240701e-01
-2.21498223e-03 1.33422340e-01 6.07082091e-03 -2.50089004e-01
7.15576785e-02 -1.96865299e-01]
[ -7.88623005e-02 -6.22489394e-02 2.71415578e-01 8.48427650e-02
1.57999339e-01 -5.71443448e-02 -1.00528077e-01 1.19593838e-01
6.18521378e-02 1.95431363e-02]
[ 5.80852911e-02 -2.40734024e-02 8.86155721e-02 9.08823005e-02
5.00981465e-02 -1.77601179e-02 2.28676749e-01 1.20762491e-01
-2.68541491e-02 -6.12195930e-02]
[ 1.22985212e-02 -1.43495789e-01 -2.89420796e-01 -4.55110578e-02
1.61237763e-01 -9.30864587e-02 1.53851002e-01 1.64053179e-01
1.12789960e-01 -2.46342296e-02]
[ 4.83832598e-02 -1.70423844e-02 -1.17341395e-01 4.19076181e-02
-8.28362728e-02 3.22726573e-01 2.65852625e-01 2.04835975e-01
-1.62346395e-01 -6.35651785e-02]
[ -1.96402548e-03 -2.40430448e-02 1.20769038e-01 9.93488236e-02
1.47732552e-02 1.07283515e-01 -1.14995042e-01 -4.20470030e-02
2.07728399e-01 7.09581773e-02]
[ 1.12678127e-01 8.49682962e-02 -4.46879955e-02 -9.53557669e-02
-1.08673836e-01 -3.31220168e-01 1.05755834e-01 8.90803629e-03
1.45565100e-01 9.34025018e-02]
[ -1.01900280e-01 -1.20144464e-02 -1.64158501e-02 1.99464783e-02
1.48020128e-02 -2.02961386e-01 -7.86855657e-02 -2.01112685e-02
1.39038520e-02 1.24920419e-01]
[ -1.47800690e-01 -8.96664852e-02 -1.98459620e-01 -6.52855624e-03
-2.68385910e-01 -3.77276571e-03 1.01039793e-02 -2.39827384e-02
8.96215984e-04 5.76943732e-02]
[ -3.06191641e-02 -9.24413535e-02 -7.48632700e-02 -1.27499659e-01
5.32713814e-01 2.76079168e-01 5.64516258e-01 1.13018735e-01
-1.82092560e-01 -3.77310769e-01]
[ -1.55747553e-02 -3.87401382e-01 -2.97296557e-02 -7.19491298e-02
6.56464631e-01 1.00539908e-01 5.21555891e-01 9.15335730e-02
3.04773191e-02 -3.82444174e-01]
[ 1.11186597e-02 -4.43731156e-01 -4.32262695e-02 -1.07250518e-01
6.75833613e-01 2.35563568e-02 4.91913580e-01 4.87207264e-02
-3.63534728e-01 -2.18524131e-01]
[ -1.67615991e-01 -5.85274333e-01 -8.35118929e-03 -2.00003866e-01
7.58986805e-01 -9.17134390e-02 6.13373547e-01 -8.25699303e-02
-6.51867661e-02 8.58569644e-02]
[ -2.91024280e-01 -3.96806001e-01 5.64973232e-02 -4.51414080e-02
9.10680870e-01 1.41489983e-01 4.15384178e-01 4.78115157e-02
-8.70493102e-02 -1.34119001e-01]
[ -2.04749444e-01 -3.01840768e-01 2.51173435e-01 -2.43896040e-01
6.65879296e-01 -4.41861333e-02 6.85646246e-01 1.30568488e-02
-2.57571497e-01 -2.89350950e-02]
[ -1.28234618e-01 -2.19968605e-01 -1.80032370e-01 -9.88770827e-02
4.82078526e-01 -2.30863703e-01 1.74649270e-01 1.69199662e-01
-7.47697099e-03 -1.16600457e-01]
[ 1.15870941e-01 2.52193193e-01 1.66026358e-01 -8.45478574e-02
-9.76409390e-02 4.79352263e-02 -1.59607549e-01 2.83601407e-01
8.02899924e-02 1.84416461e-01]
[ 3.43158037e-01 3.05506956e-01 -8.60343280e-02 3.04156068e-01
-8.58735201e-01 -2.85039296e-01 -4.61192984e-01 1.76686099e-01
3.75428386e-01 -4.30417342e-02]
[ 4.44876947e-02 1.30702778e-01 2.51870537e-01 2.46388719e-01
-4.82617361e-02 -1.94875750e-01 -1.71812330e-01 -1.33205162e-01
-1.42479417e-01 -2.92563380e-01]
[ 2.55739554e-02 -5.69758460e-02 -1.17411281e-01 -5.11531348e-02
2.31769149e-01 3.98915833e-02 -1.07914018e-02 -1.84352044e-01
3.64563786e-02 2.10762418e-01]
[ 2.96499500e-03 -4.82174505e-02 -6.60513303e-02 -4.84085308e-02
-2.80182114e-02 -1.77754273e-01 8.21887080e-02 1.02610299e-02
3.90896102e-02 8.14047991e-03]
[ 2.64645845e-02 6.56155271e-02 2.43154346e-01 7.03961122e-02
-2.17820846e-01 -1.33787475e-01 1.17127421e-01 3.93544717e-02
-1.88494529e-01 1.03968269e-01]
[ 7.32143583e-02 3.65174877e-02 1.08334585e-01 9.71377723e-03
-2.47106023e-01 6.81718789e-02 6.05690306e-02 -2.70627955e-01
-1.56300999e-02 -8.67724940e-02]
[ -1.08618072e-02 9.36872920e-02 8.48523820e-02 -2.93441818e-02
-4.18976607e-02 1.80598697e-01 9.78495592e-02 1.18527485e-01
-2.11035966e-02 1.73396187e-01]
[ 2.15277461e-01 5.48693374e-02 2.61233473e-02 7.29872246e-02
6.47647419e-02 -2.07729674e-02 -1.49797217e-01 1.47826628e-01
-6.08154304e-02 -2.78579403e-02]
[ 4.34678156e-02 -5.77680471e-03 1.75136552e-02 4.31804555e-02
-4.15249338e-01 -1.23464415e-01 -2.08107795e-01 4.13684819e-02
1.20790350e-01 1.95147613e-01]
[ 5.01567128e-02 5.24945680e-01 1.24608163e-01 4.22515787e-01
-1.12986440e+00 -3.06274350e-01 -6.15897932e-01 -7.18432921e-02
2.93393315e-01 3.37986707e-01]
[ 1.82393900e-01 5.08498456e-01 6.75428063e-02 4.29103463e-01
-9.04923694e-01 -8.53576394e-02 -4.50132483e-01 1.51510906e-01
2.13000876e-01 4.88705920e-01]
[ 2.56659938e-01 3.04442795e-01 2.46411845e-01 1.46870249e-01
-4.19043149e-01 8.04923916e-02 -2.13393457e-01 1.62649463e-01
2.38954516e-01 7.74946646e-02]
[ -7.22244588e-02 2.22870807e-01 2.42231821e-01 1.87515486e-02
-4.36779988e-02 1.30127032e-01 -1.02421473e-01 -1.49793389e-02
-3.11261864e-02 5.26247928e-02]
[ -9.58140320e-02 6.22497673e-05 2.60108664e-02 9.71260956e-02
-6.10527497e-02 1.14875017e-01 2.48457824e-01 2.04446863e-02
-2.71826856e-01 -8.95811044e-02]
[ -2.23079925e-01 -3.34228288e-02 -9.45451349e-02 -3.48185837e-01
1.94164107e-01 1.20795815e-01 1.11431899e-01 1.03160112e-01
-2.10509622e-01 2.81485524e-02]
[ 1.10997907e-02 -3.83586252e-01 -1.27025797e-01 -1.60629538e-01
3.69606376e-01 2.56941062e-02 1.79132941e-01 1.52588957e-01
-1.64477852e-01 -2.20805096e-01]
[ 1.33201149e-01 -2.08485686e-01 -1.45837391e-01 -4.16561742e-03
7.51561045e-02 -5.56755041e-02 4.95830463e-02 -1.50762296e-01
1.29318687e-01 -1.28594609e-01]
[ -1.19591151e-01 8.81530700e-02 2.61445791e-01 -1.41561363e-02
1.67652452e-01 8.35272840e-02 3.22825041e-02 -2.98007046e-01
-1.16190107e-01 -6.23434204e-02]
[ -3.52248106e-01 3.72885360e-02 1.17154983e-02 -3.37961008e-02
1.69776089e-01 -1.71231927e-01 5.42597273e-03 2.34158970e-01
-9.24933781e-02 6.87496867e-02]
[ 1.47683330e-01 4.38401037e-02 -2.34419165e-01 -8.26291094e-02
1.07413830e-01 -2.97018127e-01 5.12313782e-02 -1.67638588e-01
1.89656592e-03 -1.87391782e-01]
[ 2.07238804e-01 -1.83908548e-01 6.19051056e-02 -2.93555781e-02
1.08443798e-01 -3.27930845e-02 3.64075158e-02 -1.37224505e-01
1.08029662e-01 -1.86448482e-01]
[ -1.06511176e-01 -6.62599364e-02 1.20699869e-01 1.06872387e-01
5.20298867e-02 -1.12685197e-01 2.56805548e-01 -7.79217466e-02
1.82494777e-01 -6.18340703e-03]
[ -2.80650851e-03 -1.83140433e-01 2.01375070e-01 -2.45255600e-01
-1.94294261e-02 1.15434343e-01 6.67657733e-02 -1.16529202e-01
2.32227368e-02 2.22358035e-01]]
[[ 0.61519761]
[ 1.58281283]
[ 0.26280857]
[ 0.87771169]
[-2.67137598]
[-0.26075432]
[-1.58864613]
[ 0.06687045]
[ 0.68993926]
[ 0.89746575]]
Progress: 31.6% ... Training loss: 0.284 ... Validation loss: 0.458[[ 1.62543849e-01 2.02214895e-01 -1.06057341e-01 1.09548395e-01
-5.26363462e-01 -7.18002725e-02 -5.17895406e-02 1.22366834e-01
-5.98801481e-02 1.85960122e-01]
[ 1.69275845e-02 1.62059109e-01 -1.82077379e-02 4.84033262e-02
7.96990178e-02 -7.55874874e-03 3.03107676e-01 4.15525245e-02
1.44193540e-01 -2.41276535e-02]
[ 1.72312873e-01 6.13873327e-01 7.32641679e-03 -3.54234290e-02
4.36196026e-01 -2.16758731e-02 -6.88364810e-01 -4.04852987e-02
4.64517719e-02 2.63774549e-01]
[ 5.41670865e-03 -3.20326380e-01 -2.20412600e-01 8.99856803e-02
-3.00360240e-02 1.49242076e-01 1.47331891e-01 5.83719160e-02
6.02888957e-02 1.96442299e-01]
[ -1.00602593e-02 1.35259619e-01 -1.45075559e-01 4.87064126e-02
1.90454958e-02 -1.82930678e-01 4.85039983e-02 -1.17988950e-01
-1.84281764e-01 -1.63179057e-02]
[ -3.66853886e-01 -5.42014279e-01 -2.89836372e-01 1.73905946e-01
4.15011890e-02 3.74978572e-02 2.30931436e-01 -3.60688066e-02
-4.01720128e-03 9.28551425e-03]
[ -1.32793557e-02 -2.25033187e-01 5.61184603e-03 7.65483975e-02
3.18058668e-02 -6.74518325e-02 1.98098772e-01 -1.91491448e-01
1.81561407e-01 1.65305618e-02]
[ 1.10492057e-01 -2.49379271e-01 3.36531561e-02 -7.16975900e-02
9.04081809e-02 -4.69035689e-02 8.28444426e-02 1.19998273e-01
7.86932670e-02 -2.71179451e-02]
[ -1.71809531e-01 -1.18663800e-01 -3.03126955e-01 -1.96714824e-02
-9.42532316e-03 6.87575861e-02 -1.69218398e-01 -2.87144368e-02
2.62761846e-01 -1.29429446e-01]
[ 6.48824026e-02 -3.63083906e-01 9.39658594e-02 4.41273887e-02
-6.70816814e-03 -1.20590966e-01 1.53649315e-01 -1.02137248e-01
3.10095783e-02 1.18553036e-01]
[ -8.95320336e-02 -3.61953613e-02 -2.28939076e-03 -1.55802883e-01
3.08389374e-02 2.17263063e-02 1.77364795e-01 -1.03378751e-01
-2.20179523e-02 -1.35912587e-01]
[ -1.22985217e-01 -1.39557031e-01 -7.26672521e-02 -1.21737347e-02
3.96220370e-01 1.03591918e-01 9.84993550e-02 -1.67956219e-02
-1.76523843e-01 -2.21272170e-01]
[ -1.56972545e-01 4.36118012e-03 6.19163683e-02 2.17009197e-02
-1.72289853e-01 -2.19720223e-01 -1.77935935e-01 -1.97016874e-01
8.69521554e-02 1.74036760e-01]
[ -2.50990008e-01 -2.79869661e-01 1.07855731e-01 2.49187477e-01
-1.06542837e-01 -7.53680275e-02 1.73724024e-02 -2.57460454e-01
-2.38150594e-01 -4.21036102e-02]
[ 1.11357160e-01 -1.39594017e-01 -1.86732373e-02 1.26914062e-01
-3.97685142e-02 -8.97018704e-02 1.95393409e-01 3.92451325e-03
3.41265128e-02 1.60729382e-02]
[ 3.80976051e-02 -8.30357093e-02 -2.10699932e-01 1.51711199e-01
-4.38594695e-02 8.41634891e-02 -5.33014599e-02 -1.97660967e-02
-8.96252573e-02 -3.56993686e-03]
[ -1.19543643e-01 -6.73731836e-02 -2.01924504e-01 1.58277720e-01
-2.34164481e-03 1.33422085e-01 5.97082079e-03 -2.50085352e-01
7.15931836e-02 -1.96829657e-01]
[ -7.93442936e-02 -6.36062175e-02 2.71198129e-01 8.41644302e-02
1.60158880e-01 -5.69428190e-02 -9.92474521e-02 1.19542172e-01
6.13247833e-02 1.88826195e-02]
[ 5.79742886e-02 -2.41439588e-02 8.85838272e-02 9.07186471e-02
5.02512055e-02 -1.77254488e-02 2.28910973e-01 1.20753671e-01
-2.69588626e-02 -6.14063502e-02]
[ 1.13740372e-02 -1.46165705e-01 -2.89947218e-01 -4.72291141e-02
1.66113959e-01 -9.26294471e-02 1.56206246e-01 1.63923135e-01
1.11498469e-01 -2.62318055e-02]
[ 4.98540843e-02 -1.30512025e-02 -1.16644853e-01 4.43151048e-02
-8.99960987e-02 3.22025753e-01 2.61781466e-01 2.05008748e-01
-1.60512990e-01 -6.11596312e-02]
[ -3.42403188e-03 -2.75167886e-02 1.20165702e-01 9.73017344e-02
2.05346673e-02 1.07894557e-01 -1.11392436e-01 -4.22033490e-02
2.06117348e-01 6.89744375e-02]
[ 1.13115487e-01 8.56483236e-02 -4.45167403e-02 -9.47358381e-02
-1.10552129e-01 -3.31402826e-01 1.04757668e-01 8.95473196e-03
1.46004784e-01 9.40380963e-02]
[ -1.02093744e-01 -1.24471511e-02 -1.64969982e-02 1.96713770e-02
1.56564975e-02 -2.02881532e-01 -7.81639473e-02 -2.01318362e-02
1.36868695e-02 1.24633718e-01]
[ -1.47880975e-01 -9.01248346e-02 -1.98492666e-01 -6.63622858e-03
-2.68184871e-01 -3.74202451e-03 1.04553924e-02 -2.39908670e-02
8.18638627e-04 5.75969741e-02]
[ -3.07238171e-02 -9.28158560e-02 -7.49170321e-02 -1.27664295e-01
5.33140532e-01 2.76125616e-01 5.64843190e-01 1.13007345e-01
-1.82214947e-01 -3.77464757e-01]
[ -1.55273228e-02 -3.87345191e-01 -2.96963565e-02 -7.18508769e-02
6.56166397e-01 1.00510560e-01 5.21523453e-01 9.15395671e-02
3.05469073e-02 -3.82373108e-01]
[ 1.12496598e-02 -4.43762801e-01 -4.31776696e-02 -1.07069185e-01
6.75220892e-01 2.35006625e-02 4.91812689e-01 4.87345692e-02
-3.63402399e-01 -2.18354050e-01]
[ -1.67668192e-01 -5.85422336e-01 -8.36547788e-03 -2.00052236e-01
7.59132928e-01 -9.17001226e-02 6.13573683e-01 -8.25733955e-02
-6.52010638e-02 8.58263481e-02]
[ -2.91009809e-01 -3.96951149e-01 5.65080706e-02 -4.50917046e-02
9.10530430e-01 1.41472167e-01 4.15478418e-01 4.78149629e-02
-8.70091117e-02 -1.34039650e-01]
[ -2.04717246e-01 -3.02197434e-01 2.51201933e-01 -2.43792016e-01
6.65413977e-01 -4.42052252e-02 6.85950989e-01 1.30625379e-02
-2.57505118e-01 -2.88377946e-02]
[ -1.28351613e-01 -2.20370367e-01 -1.80082578e-01 -9.90396676e-02
4.82582237e-01 -2.30813263e-01 1.75082214e-01 1.69187114e-01
-7.60869299e-03 -1.16739448e-01]
[ 1.16142301e-01 2.53040583e-01 1.66136713e-01 -8.41626748e-02
-9.88376255e-02 4.78197590e-02 -1.60454399e-01 2.83631249e-01
8.05977095e-02 1.84786278e-01]
[ 3.42783158e-01 3.04899219e-01 -8.62048367e-02 3.03509330e-01
-8.57123672e-01 -2.84873593e-01 -4.60725530e-01 1.76626593e-01
3.74954312e-01 -4.36166160e-02]
[ 4.41007949e-02 1.29823262e-01 2.51690100e-01 2.45749363e-01
-4.66102486e-02 -1.94688574e-01 -1.70905592e-01 -1.33252231e-01
-1.42962945e-01 -2.93210319e-01]
[ 2.58108880e-02 -5.63390194e-02 -1.17306951e-01 -5.07852512e-02
2.30374134e-01 3.97897244e-02 -1.15597707e-02 -1.84323029e-01
3.67038357e-02 2.11137043e-01]
[ 2.93571989e-03 -4.80820693e-02 -6.60690553e-02 -4.84698604e-02
-2.79266342e-02 -1.77737868e-01 8.20930874e-02 1.02557049e-02
3.90306035e-02 8.04527822e-03]
[ 2.62238999e-02 6.48105263e-02 2.43008474e-01 6.99427129e-02
-2.16201619e-01 -1.33677318e-01 1.17890652e-01 3.93198620e-02
-1.88857179e-01 1.03532967e-01]
[ 7.30589470e-02 3.61730610e-02 1.08276935e-01 9.52745086e-03
-2.46719570e-01 6.82312337e-02 6.09102956e-02 -2.70642105e-01
-1.57915516e-02 -8.69575366e-02]
[ -1.13614076e-02 9.24896453e-02 8.46540784e-02 -3.00701402e-02
-3.99321050e-02 1.80803544e-01 9.90723471e-02 1.18473537e-01
-2.16427874e-02 1.72679209e-01]
[ 2.14693632e-01 5.33751720e-02 2.58807953e-02 7.21579670e-02
6.71351066e-02 -2.05307630e-02 -1.48376064e-01 1.47767282e-01
-6.14552600e-02 -2.86859813e-02]
[ 4.32073797e-02 -6.32303674e-03 1.73905539e-02 4.27802097e-02
-4.14132507e-01 -1.23352126e-01 -2.07501714e-01 4.13388476e-02
1.20472214e-01 1.94744309e-01]
[ 5.03827908e-02 5.25101743e-01 1.24698468e-01 4.22841041e-01
-1.13120083e+00 -3.06338421e-01 -6.15848316e-01 -7.18203982e-02
2.93614934e-01 3.38232619e-01]
[ 1.82235148e-01 5.08244158e-01 6.74614864e-02 4.28814588e-01
-9.04002826e-01 -8.52827938e-02 -4.49818636e-01 1.51488540e-01
2.12793517e-01 4.88455761e-01]
[ 2.56877691e-01 3.05108306e-01 2.46550923e-01 1.47406164e-01
-4.20748726e-01 8.03215310e-02 -2.14057250e-01 1.62689692e-01
2.39351880e-01 7.80443306e-02]
[ -7.23371009e-02 2.22597326e-01 2.42183838e-01 1.85800693e-02
-4.31568705e-02 1.30178094e-01 -1.02133879e-01 -1.49925322e-02
-3.12597373e-02 5.24537108e-02]
[ -9.57746674e-02 2.17083560e-04 2.60375206e-02 9.72099020e-02
-6.13141863e-02 1.14850797e-01 2.48300577e-01 2.04519157e-02
-2.71771536e-01 -8.94992252e-02]
[ -2.23074567e-01 -3.34411531e-02 -9.45444994e-02 -3.48183144e-01
1.94140812e-01 1.20799951e-01 1.11420632e-01 1.03160901e-01
-2.10498890e-01 2.81771462e-02]
[ 1.11216526e-02 -3.83488948e-01 -1.27016422e-01 -1.60585953e-01
3.69501792e-01 2.56892082e-02 1.79058582e-01 1.52592693e-01
-1.64443700e-01 -2.20756834e-01]
[ 1.33207174e-01 -2.08982291e-01 -1.45802395e-01 -4.00801582e-03
7.36383065e-02 -5.56870881e-02 4.98198923e-02 -1.50758938e-01
1.29339931e-01 -1.28541069e-01]
[ -1.18868565e-01 8.99804431e-02 2.61782008e-01 -1.29901623e-02
1.64378629e-01 8.31858391e-02 3.06540103e-02 -2.97919672e-01
-1.15355288e-01 -6.12655593e-02]
[ -3.51671700e-01 3.83520775e-02 1.19599846e-02 -3.29879095e-02
1.67639313e-01 -1.71443116e-01 4.53706706e-03 2.34217504e-01
-9.18803686e-02 6.94862954e-02]
[ 1.46744514e-01 4.18096007e-02 -2.34847425e-01 -8.40763113e-02
1.11438065e-01 -2.96647997e-01 5.33068861e-02 -1.67744212e-01
7.88759468e-04 -1.88785714e-01]
[ 2.07618726e-01 -1.82954586e-01 6.21063410e-02 -2.86388148e-02
1.06073521e-01 -3.30006818e-02 3.55729098e-02 -1.37168827e-01
1.08579249e-01 -1.85705615e-01]
[ -1.07306726e-01 -6.82001985e-02 1.20380691e-01 1.05732471e-01
5.50700957e-02 -1.12345033e-01 2.58702153e-01 -7.80079637e-02
1.81653910e-01 -7.28392570e-03]
[ -4.58953165e-03 -1.87646993e-01 2.00523739e-01 -2.48117934e-01
-1.14133571e-02 1.16230923e-01 7.08967452e-02 -1.16746147e-01
2.10884229e-02 2.19727638e-01]]
[[ 0.60854073]
[ 1.5762915 ]
[ 0.25737075]
[ 0.87167106]
[-2.67803077]
[-0.26476085]
[-1.59314496]
[ 0.0620752 ]
[ 0.68290818]
[ 0.8903812 ]]
Progress: 31.6% ... Training loss: 0.286 ... Validation loss: 0.459[[ 1.63749410e-01 2.06341551e-01 -1.05509617e-01 1.11556013e-01
-5.33247094e-01 -7.22965713e-02 -5.56559868e-02 1.22505137e-01
-5.83739986e-02 1.87948302e-01]
[ 1.69554182e-02 1.62157155e-01 -1.81935697e-02 4.84306330e-02
7.98965106e-02 -7.56759770e-03 3.02949229e-01 4.15563749e-02
1.44196546e-01 -2.40846872e-02]
[ 1.75092059e-01 6.20824942e-01 8.63918427e-03 -3.11980392e-02
4.25957569e-01 -2.29171386e-02 -6.95583161e-01 -4.01892628e-02
4.96875069e-02 2.68118234e-01]
[ 6.88311734e-03 -3.18506016e-01 -2.19916906e-01 9.18426774e-02
-3.38524695e-02 1.48602926e-01 1.45126349e-01 5.84941184e-02
6.16736348e-02 1.98203605e-01]
[ -9.02815272e-03 1.37540028e-01 -1.44763033e-01 5.00596536e-02
1.51352663e-02 -1.83323889e-01 4.60534421e-02 -1.17886499e-01
-1.83129949e-01 -1.50121996e-02]
[ -3.68966978e-01 -5.46158963e-01 -2.90754800e-01 1.70882391e-01
4.82213563e-02 3.84285741e-02 2.36106158e-01 -3.62842340e-02
-6.38191683e-03 6.17432868e-03]
[ -1.13590536e-02 -2.20234709e-01 6.41905395e-03 7.93864154e-02
2.29198548e-02 -6.83032955e-02 1.93056624e-01 -1.91286702e-01
1.83744672e-01 1.93525433e-02]
[ 1.10937178e-01 -2.47738014e-01 3.39114739e-02 -7.08324896e-02
8.70812444e-02 -4.71127907e-02 8.15718393e-02 1.20059587e-01
7.93255519e-02 -2.62576613e-02]
[ -1.71936202e-01 -1.19400179e-01 -3.03176815e-01 -1.98316264e-02
-9.50143522e-03 6.88098977e-02 -1.68733971e-01 -2.87244943e-02
2.62629619e-01 -1.29605755e-01]
[ 6.40973097e-02 -3.64024901e-01 9.36984694e-02 4.32662435e-02
-7.61219516e-03 -1.20261782e-01 1.55365144e-01 -1.02196047e-01
3.02604053e-02 1.17634339e-01]
[ -8.86755003e-02 -3.39380194e-02 -1.93753053e-03 -1.54496049e-01
2.63293226e-02 2.13411727e-02 1.75146515e-01 -1.03283993e-01
-2.09976051e-02 -1.34662590e-01]
[ -1.22930998e-01 -1.39314704e-01 -7.26544855e-02 -1.21000045e-02
3.96065119e-01 1.03570211e-01 9.83462046e-02 -1.67910038e-02
-1.76476409e-01 -2.21208699e-01]
[ -1.56972545e-01 4.36118012e-03 6.19163683e-02 2.17009197e-02
-1.72289853e-01 -2.19720223e-01 -1.77935935e-01 -1.97016874e-01
8.69521554e-02 1.74036760e-01]
[ -2.52189905e-01 -2.81964186e-01 1.07328690e-01 2.47446359e-01
-1.02006291e-01 -7.48396717e-02 1.99511466e-02 -2.57583783e-01
-2.39516226e-01 -4.38912750e-02]
[ 1.10941040e-01 -1.40367380e-01 -1.88428904e-02 1.26359420e-01
-3.89836612e-02 -8.95292054e-02 1.96500273e-01 3.88432408e-03
3.37183917e-02 1.54773646e-02]
[ 3.89510353e-02 -8.10357734e-02 -2.10345818e-01 1.52962526e-01
-4.77171210e-02 8.37925071e-02 -5.53140590e-02 -1.96778300e-02
-8.86680852e-02 -2.34454693e-03]
[ -1.19383735e-01 -6.70325735e-02 -2.01874974e-01 1.58509751e-01
-3.24920073e-03 1.33356228e-01 5.60065752e-03 -2.50064762e-01
7.17719646e-02 -1.96591843e-01]
[ -7.89943464e-02 -6.25967924e-02 2.71358461e-01 8.46952120e-02
1.58505738e-01 -5.71001303e-02 -1.00329597e-01 1.19581005e-01
6.17259944e-02 1.94141870e-02]
[ 5.84975357e-02 -2.26835509e-02 8.87980009e-02 9.14280205e-02
4.82027483e-02 -1.79462892e-02 2.27383553e-01 1.20801661e-01
-2.63906009e-02 -6.06696532e-02]
[ 1.15115892e-02 -1.45829093e-01 -2.89862810e-01 -4.69100258e-02
1.64739285e-01 -9.26696598e-02 1.55988336e-01 1.63950119e-01
1.11718858e-01 -2.58198736e-02]
[ 4.94956957e-02 -1.36819247e-02 -1.16768595e-01 4.38803728e-02
-8.90334082e-02 3.22151360e-01 2.62617555e-01 2.04976913e-01
-1.60872262e-01 -6.16190612e-02]
[ -3.07423263e-03 -2.65496388e-02 1.20342581e-01 9.79021132e-02
1.86683559e-02 1.07724641e-01 -1.12327776e-01 -4.21639407e-02
2.06573522e-01 6.94503200e-02]
[ 1.13257446e-01 8.58861727e-02 -4.44647568e-02 -9.45274989e-02
-1.11046651e-01 -3.31465597e-01 1.04423396e-01 8.97096381e-03
1.46153343e-01 9.42374928e-02]
[ -1.02047871e-01 -1.24273661e-02 -1.64768562e-02 1.97377693e-02
1.54152709e-02 -2.02900642e-01 -7.82169416e-02 -2.01274861e-02
1.37365051e-02 1.24699272e-01]
[ -1.48342625e-01 -9.14393260e-02 -1.98686556e-01 -7.30402762e-03
-2.67594313e-01 -3.53930761e-03 1.18109384e-02 -2.40375925e-02
2.90087360e-04 5.69501804e-02]
[ -3.07545581e-02 -9.32761691e-02 -7.49372048e-02 -1.27695428e-01
5.33163319e-01 2.76141690e-01 5.65315508e-01 1.13006088e-01
-1.82239178e-01 -3.77546786e-01]
[ -1.55788600e-02 -3.87576193e-01 -2.97087993e-02 -7.18986695e-02
6.56162699e-01 1.00521972e-01 5.21716870e-01 9.15367238e-02
3.05145337e-02 -3.82425231e-01]
[ 1.11593909e-02 -4.44047662e-01 -4.32230501e-02 -1.07228000e-01
6.75591909e-01 2.35476803e-02 4.92123063e-01 4.87231844e-02
-3.63528252e-01 -2.18514708e-01]
[ -1.67811762e-01 -5.85851642e-01 -8.42681594e-03 -2.00244344e-01
7.59668283e-01 -9.16372509e-02 6.14031528e-01 -8.25867725e-02
-6.53587695e-02 8.56448770e-02]
[ -2.91284602e-01 -3.97793000e-01 5.64023842e-02 -4.54531142e-02
9.11426907e-01 1.41575967e-01 4.16178703e-01 4.77898060e-02
-8.72821319e-02 -1.34391047e-01]
[ -2.04672312e-01 -3.02375571e-01 2.51228858e-01 -2.43700137e-01
6.65075585e-01 -4.42289249e-02 6.86148258e-01 1.30690878e-02
-2.57433823e-01 -2.87227469e-02]
[ -1.28227305e-01 -2.20126101e-01 -1.80031660e-01 -9.88592398e-02
4.82093888e-01 -2.30867858e-01 1.74789118e-01 1.69199692e-01
-7.47093750e-03 -1.16555151e-01]
[ 1.15693182e-01 2.52699859e-01 1.65935522e-01 -8.48423396e-02
-9.71300397e-02 4.80246087e-02 -1.59735616e-01 2.83582711e-01
8.00712999e-02 1.84106535e-01]
[ 3.43187273e-01 3.06360962e-01 -8.59899237e-02 3.04281267e-01
-8.59743846e-01 -2.85026068e-01 -4.61955072e-01 1.76680490e-01
3.75535673e-01 -4.28260566e-02]
[ 4.38495074e-02 1.29202615e-01 2.51579042e-01 2.45351384e-01
-4.55628290e-02 -1.94560520e-01 -1.70285050e-01 -1.33282340e-01
-1.43299258e-01 -2.93636973e-01]
[ 2.61586550e-02 -5.53850178e-02 -1.17170010e-01 -5.03031740e-02
2.28971512e-01 3.96329678e-02 -1.25234644e-02 -1.84288114e-01
3.70455470e-02 2.11557987e-01]
[ 2.84256866e-03 -4.81034085e-02 -6.61088707e-02 -4.86226342e-02
-2.78518436e-02 -1.77688198e-01 8.21688358e-02 1.02395702e-02
3.89124066e-02 7.92925375e-03]
[ 2.59585162e-02 6.41678748e-02 2.42893451e-01 6.95407780e-02
-2.15003190e-01 -1.33554864e-01 1.18528471e-01 3.92918655e-02
-1.89150771e-01 1.03131684e-01]
[ 7.37155483e-02 3.80039831e-02 1.08581458e-01 1.05634406e-02
-2.50168303e-01 6.79153669e-02 5.89894111e-02 -2.70571864e-01
-1.49758520e-02 -8.59583952e-02]
[ -1.14659996e-02 9.23342558e-02 8.45906312e-02 -3.03034344e-02
-3.94510234e-02 1.80878126e-01 9.93138749e-02 1.18457412e-01
-2.18263051e-02 1.72466451e-01]
[ 2.15706339e-01 5.58248570e-02 2.62964983e-02 7.36046039e-02
6.27760300e-02 -2.09735374e-02 -1.51052770e-01 1.47869782e-01
-6.03461897e-02 -2.72126633e-02]
[ 4.28640392e-02 -6.68123635e-03 1.72356140e-02 4.22739437e-02
-4.12823390e-01 -1.23201895e-01 -2.06734264e-01 4.13044143e-02
1.20049282e-01 1.94199678e-01]
[ 4.95907763e-02 5.23058284e-01 1.24377398e-01 4.21805743e-01
-1.12942270e+00 -3.06007475e-01 -6.13495427e-01 -7.18893094e-02
2.92760677e-01 3.37124235e-01]
[ 1.82048764e-01 5.08031671e-01 6.74086868e-02 4.28623200e-01
-9.03733511e-01 -8.52452398e-02 -4.49492027e-01 1.51476838e-01
2.12673804e-01 4.88300859e-01]
[ 2.56914435e-01 3.05354686e-01 2.46558837e-01 1.47484166e-01
-4.20980992e-01 8.03121806e-02 -2.14206557e-01 1.62695361e-01
2.39402338e-01 7.80911130e-02]
[ -7.21728995e-02 2.22852566e-01 2.42242056e-01 1.87849730e-02
-4.35545914e-02 1.30109048e-01 -1.02525197e-01 -1.49752769e-02
-3.10781878e-02 5.26705047e-02]
[ -9.57110171e-02 4.77970193e-04 2.60634124e-02 9.73120686e-02
-6.16694455e-02 1.14823848e-01 2.48018598e-01 2.04582318e-02
-2.71698788e-01 -8.94015593e-02]
[ -2.22920705e-01 -3.31233004e-02 -9.44755346e-02 -3.47974903e-01
1.93543377e-01 1.20727255e-01 1.11018749e-01 1.03177930e-01
-2.10321507e-01 2.83939953e-02]
[ 1.13146045e-02 -3.83130885e-01 -1.26925732e-01 -1.60278939e-01
3.68485114e-01 2.55962444e-02 1.78638511e-01 1.52614287e-01
-1.64196008e-01 -2.20451402e-01]
[ 1.34276784e-01 -2.05675451e-01 -1.45353838e-01 -2.35914057e-03
6.82717825e-02 -5.61633290e-02 4.64934839e-02 -1.50648157e-01
1.30537102e-01 -1.26925821e-01]
[ -1.19767171e-01 8.79830337e-02 2.61411669e-01 -1.43574221e-02
1.68190495e-01 8.35901617e-02 3.26266644e-02 -2.98012920e-01
-1.16452890e-01 -6.25933935e-02]
[ -3.52319187e-01 3.67170854e-02 1.16964285e-02 -3.38952923e-02
1.69806746e-01 -1.71169318e-01 6.19910204e-03 2.34155856e-01
-9.25910521e-02 6.85146178e-02]
[ 1.47213276e-01 4.28556798e-02 -2.34612577e-01 -8.32051455e-02
1.08711633e-01 -2.96842706e-01 5.23969803e-02 -1.67681578e-01
1.46399361e-03 -1.87907428e-01]
[ 2.07436825e-01 -1.83491952e-01 6.20303140e-02 -2.88211900e-02
1.06268061e-01 -3.29340047e-02 3.65244362e-02 -1.37180914e-01
1.08381918e-01 -1.86000061e-01]
[ -1.07291034e-01 -6.80955808e-02 1.20393435e-01 1.05683533e-01
5.54782792e-02 -1.12337868e-01 2.58405102e-01 -7.80110961e-02
1.81670073e-01 -7.21547074e-03]
[ -4.28994262e-03 -1.86376089e-01 2.00634750e-01 -2.47612601e-01
-1.54713158e-02 1.16072255e-01 7.01882933e-02 -1.16708871e-01
2.15240789e-02 2.20154379e-01]]
[[ 0.61392413]
[ 1.58104484]
[ 0.25705683]
[ 0.87151626]
[-2.67525698]
[-0.26392268]
[-1.59522812]
[ 0.06287979]
[ 0.68537501]
[ 0.8922062 ]]
Progress: 31.6% ... Training loss: 0.283 ... Validation loss: 0.457[[ 1.63011788e-01 2.04570060e-01 -1.05839735e-01 1.10491974e-01
-5.31143132e-01 -7.18721499e-02 -5.36733789e-02 1.22419531e-01
-5.91953840e-02 1.86678118e-01]
[ 1.65094195e-02 1.60910258e-01 -1.84022622e-02 4.77507916e-02
8.17634806e-02 -7.35817962e-03 3.04275328e-01 4.15050608e-02
1.43755341e-01 -2.47574305e-02]
[ 1.73399612e-01 6.19516492e-01 7.77546762e-03 -3.41259971e-02
4.33786905e-01 -2.19546611e-02 -6.93518758e-01 -4.04080967e-02
4.75482974e-02 2.65472415e-01]
[ 6.94239613e-03 -3.19725689e-01 -2.19957719e-01 9.15945475e-02
-3.34548977e-02 1.48684367e-01 1.46027583e-01 5.84832130e-02
6.16257422e-02 1.98022629e-01]
[ -1.03293515e-02 1.35372300e-01 -1.45212571e-01 4.85383878e-02
1.98132794e-02 -1.82944206e-01 4.87356722e-02 -1.17984432e-01
-1.84250708e-01 -1.64622457e-02]
[ -3.68548556e-01 -5.46794064e-01 -2.90507466e-01 1.71818772e-01
4.49300552e-02 3.81115635e-02 2.36555863e-01 -3.62177905e-02
-5.69902291e-03 6.88819099e-03]
[ -9.87748953e-03 -2.16969999e-01 7.07148365e-03 8.15602172e-02
1.63262542e-02 -6.89390417e-02 1.89539991e-01 -1.91142879e-01
1.85430609e-01 2.14612152e-02]
[ 1.10070094e-01 -2.50044916e-01 3.35007675e-02 -7.21270689e-02
8.97001616e-02 -4.66470561e-02 8.40605447e-02 1.19968482e-01
7.83845681e-02 -2.76146863e-02]
[ -1.71672093e-01 -1.18864003e-01 -3.03081649e-01 -1.94648328e-02
-9.82468621e-03 6.87040027e-02 -1.69165250e-01 -2.86980018e-02
2.62915832e-01 -1.29344500e-01]
[ 6.58264989e-02 -3.60491349e-01 9.44565414e-02 4.60115317e-02
-1.61680475e-02 -1.21051894e-01 1.51851121e-01 -1.02015615e-01
3.23219674e-02 1.20165805e-01]
[ -8.98502909e-02 -3.76711643e-02 -2.44544353e-03 -1.56190890e-01
3.05320916e-02 2.18730548e-02 1.78806604e-01 -1.03403613e-01
-2.22282319e-02 -1.36487382e-01]
[ -1.22188385e-01 -1.38256231e-01 -7.23204212e-02 -1.09680541e-02
3.92828967e-01 1.03235524e-01 9.71906367e-02 -1.67061624e-02
-1.75593285e-01 -2.20188609e-01]
[ -1.56972545e-01 4.36118012e-03 6.19163683e-02 2.17009197e-02
-1.72289853e-01 -2.19720223e-01 -1.77935935e-01 -1.97016874e-01
8.69521554e-02 1.74036760e-01]
[ -2.51909825e-01 -2.81697077e-01 1.07513821e-01 2.48088153e-01
-1.04315274e-01 -7.50287554e-02 1.95898148e-02 -2.57540111e-01
-2.39044816e-01 -4.33197874e-02]
[ 1.11185815e-01 -1.40691336e-01 -1.87333945e-02 1.26761330e-01
-3.99839294e-02 -8.96937430e-02 1.96766912e-01 3.91837794e-03
3.40568933e-02 1.58002785e-02]
[ 3.84784917e-02 -8.24431681e-02 -2.10536711e-01 1.52368470e-01
-4.65100071e-02 8.39778190e-02 -5.39102447e-02 -1.97220380e-02
-8.91833400e-02 -3.01739100e-03]
[ -1.18151308e-01 -6.42662557e-02 -2.01346072e-01 1.60282253e-01
-8.45697194e-03 1.32831206e-01 2.65624633e-03 -2.49950544e-01
7.31654566e-02 -1.94847537e-01]
[ -7.83846803e-02 -6.13084221e-02 2.71626872e-01 8.55890436e-02
1.56113585e-01 -5.73576141e-02 -1.01746535e-01 1.19643658e-01
6.23985192e-02 2.02735193e-02]
[ 5.81722047e-02 -2.34761826e-02 8.86318682e-02 9.08740432e-02
4.96046943e-02 -1.78047622e-02 2.28232870e-01 1.20762535e-01
-2.68169470e-02 -6.12246732e-02]
[ 1.20011400e-02 -1.44461270e-01 -2.89622483e-01 -4.60453959e-02
1.61578508e-01 -9.28498871e-02 1.54757073e-01 1.64012811e-01
1.12365305e-01 -2.50049305e-02]
[ 4.85871676e-02 -1.62229977e-02 -1.17175348e-01 4.24773733e-02
-8.53968608e-02 3.22578314e-01 2.65166204e-01 2.04879035e-01
-1.61930468e-01 -6.30215526e-02]
[ -2.71347280e-03 -2.56171312e-02 1.20466703e-01 9.83961181e-02
1.73064454e-02 1.07592689e-01 -1.13047006e-01 -4.21302978e-02
2.07006020e-01 6.98816185e-02]
[ 1.12938846e-01 8.52600521e-02 -4.46061760e-02 -9.49785290e-02
-1.09538431e-01 -3.31330864e-01 1.05096279e-01 8.93812374e-03
1.45810316e-01 9.37697098e-02]
[ -1.02166425e-01 -1.28173622e-02 -1.65233678e-02 1.95789735e-02
1.58349368e-02 -2.02851859e-01 -7.78111463e-02 -2.01390905e-02
1.36296406e-02 1.24529770e-01]
[ -1.48119316e-01 -9.11214007e-02 -1.98607013e-01 -7.02944592e-03
-2.67925180e-01 -3.62122611e-03 1.13275131e-02 -2.40172144e-02
4.98971514e-04 5.72003028e-02]
[ -3.07965217e-02 -9.35594247e-02 -7.49537028e-02 -1.27756938e-01
5.33355145e-01 2.76163992e-01 5.65541121e-01 1.13002596e-01
-1.82284932e-01 -3.77607252e-01]
[ -1.55825646e-02 -3.87825054e-01 -2.97110345e-02 -7.19036957e-02
6.56256994e-01 1.00523659e-01 5.21903986e-01 9.15373253e-02
3.05140647e-02 -3.82445899e-01]
[ 1.12502521e-02 -4.44754671e-01 -4.32057670e-02 -1.07146728e-01
6.75116429e-01 2.35185757e-02 4.92802727e-01 4.87308195e-02
-3.63460501e-01 -2.18501799e-01]
[ -1.67690275e-01 -5.85679869e-01 -8.37360744e-03 -2.00059223e-01
7.59222659e-01 -9.16939926e-02 6.13788620e-01 -8.25741064e-02
-6.52169378e-02 8.58166221e-02]
[ -2.91381977e-01 -3.98162310e-01 5.63764811e-02 -4.55101751e-02
9.11563785e-01 1.41593047e-01 4.16580880e-01 4.77859039e-02
-8.73219484e-02 -1.34424730e-01]
[ -2.04373765e-01 -3.02182198e-01 2.51375821e-01 -2.43188145e-01
6.63467280e-01 -4.43807208e-02 6.85925229e-01 1.31043449e-02
-2.57051985e-01 -2.82479538e-02]
[ -1.28475847e-01 -2.20654509e-01 -1.80124964e-01 -9.91868039e-02
4.82990232e-01 -2.30768836e-01 1.75421638e-01 1.69175835e-01
-7.71892416e-03 -1.16867476e-01]
[ 1.16044270e-01 2.53624618e-01 1.66092213e-01 -8.43116083e-02
-9.87310244e-02 4.78629953e-02 -1.60703958e-01 2.83620373e-01
8.04592703e-02 1.84611149e-01]
[ 3.43167627e-01 3.05968294e-01 -8.60171581e-02 3.04234821e-01
-8.59465142e-01 -2.84911622e-01 -4.61730405e-01 1.76678598e-01
3.75607223e-01 -4.29148780e-02]
[ 4.34280156e-02 1.28106504e-01 2.51396140e-01 2.44721222e-01
-4.37417178e-02 -1.94412095e-01 -1.69274511e-01 -1.33324724e-01
-1.43744711e-01 -2.94249282e-01]
[ 2.64650399e-02 -5.48863163e-02 -1.17054436e-01 -4.99200476e-02
2.27764618e-01 3.95110262e-02 -1.31160515e-02 -1.84266878e-01
3.73431732e-02 2.11941280e-01]
[ 2.65304015e-03 -4.85764873e-02 -6.61886480e-02 -4.88959953e-02
-2.70311426e-02 -1.77611004e-01 8.26535625e-02 1.02199113e-02
3.87048385e-02 7.65084218e-03]
[ 2.59216394e-02 6.41995613e-02 2.42876992e-01 6.95005516e-02
-2.14943309e-01 -1.33552699e-01 1.18530142e-01 3.92894544e-02
-1.89194262e-01 1.03077839e-01]
[ 7.39126577e-02 3.83551455e-02 1.08677767e-01 1.08610993e-02
-2.50825146e-01 6.78258925e-02 5.84782735e-02 -2.70556295e-01
-1.47554558e-02 -8.56549248e-02]
[ -1.16030820e-02 9.19960648e-02 8.45330267e-02 -3.05205395e-02
-3.88210510e-02 1.80933791e-01 9.97172148e-02 1.18444327e-01
-2.19741368e-02 1.72239858e-01]
[ 2.15597154e-01 5.54883029e-02 2.62631511e-02 7.35004758e-02
6.31003401e-02 -2.09394383e-02 -1.50739047e-01 1.47862392e-01
-6.04424553e-02 -2.73327656e-02]
[ 4.35486407e-02 -4.85607114e-03 1.75165293e-02 4.32339824e-02
-4.15607009e-01 -1.23479907e-01 -2.08308545e-01 4.13724063e-02
1.20766648e-01 1.95064127e-01]
[ 4.93964538e-02 5.22609730e-01 1.24296321e-01 4.21549646e-01
-1.12888548e+00 -3.05925506e-01 -6.13021671e-01 -7.19081593e-02
2.92552689e-01 3.36844174e-01]
[ 1.81953187e-01 5.07901904e-01 6.73828161e-02 4.28599888e-01
-9.03980117e-01 -8.52170081e-02 -4.49261786e-01 1.51471412e-01
2.12588732e-01 4.88172752e-01]
[ 2.56501539e-01 3.04628631e-01 2.46386294e-01 1.46924973e-01
-4.19679415e-01 8.04893905e-02 -2.13293077e-01 1.62652850e-01
2.38959070e-01 7.75028730e-02]
[ -7.18071172e-02 2.23797125e-01 2.42413075e-01 1.93604132e-02
-4.53869997e-02 1.29934727e-01 -1.03525609e-01 -1.49353008e-02
-3.06262993e-02 5.32440158e-02]
[ -9.51845283e-02 1.67485616e-03 2.62717779e-02 9.80709419e-02
-6.39355590e-02 1.14593316e-01 2.46855208e-01 2.05134738e-02
-2.71114619e-01 -8.86338848e-02]
[ -2.22558995e-01 -3.23273707e-02 -9.43233582e-02 -3.47477251e-01
1.91989313e-01 1.20568872e-01 1.10105174e-01 1.03214483e-01
-2.09920180e-01 2.88662141e-02]
[ 1.13157467e-02 -3.83128178e-01 -1.26925257e-01 -1.60277254e-01
3.68480007e-01 2.55957495e-02 1.78635439e-01 1.52614409e-01
-1.64194698e-01 -2.20449685e-01]
[ 1.34737434e-01 -2.05133096e-01 -1.45163607e-01 -1.65645268e-03
6.54852899e-02 -5.63373192e-02 4.57933859e-02 -1.50610357e-01
1.31022471e-01 -1.26342883e-01]
[ -1.20392999e-01 8.61653914e-02 2.61147708e-01 -1.52196243e-02
1.70649306e-01 8.38430358e-02 3.45435642e-02 -2.98076340e-01
-1.17020016e-01 -6.34859974e-02]
[ -3.53006641e-01 3.50326227e-02 1.14083379e-02 -3.48761212e-02
1.72604594e-01 -1.70889876e-01 7.99854129e-03 2.34084891e-01
-9.33486914e-02 6.74931453e-02]
[ 1.48270028e-01 4.57019555e-02 -2.34117166e-01 -8.14728107e-02
1.03874619e-01 -2.97291616e-01 4.95803779e-02 -1.67554408e-01
2.76878820e-03 -1.86215740e-01]
[ 2.07481125e-01 -1.84341909e-01 6.20289993e-02 -2.87591158e-02
1.05740779e-01 -3.29434999e-02 3.71364246e-02 -1.37176363e-01
1.08380196e-01 -1.86122706e-01]
[ -1.06744183e-01 -6.72585804e-02 1.20637013e-01 1.06522754e-01
5.28620143e-02 -1.12595506e-01 2.57531201e-01 -7.79493414e-02
1.82350927e-01 -6.40990458e-03]
[ -3.78820118e-03 -1.85390777e-01 2.00843118e-01 -2.46923490e-01
-1.75501570e-02 1.15837054e-01 6.92410658e-02 -1.16660108e-01
2.20936092e-02 2.20837670e-01]]
[[ 0.6174067 ]
[ 1.58165551]
[ 0.26159372]
[ 0.87671278]
[-2.66977547]
[-0.2591405 ]
[-1.58796421]
[ 0.06571954]
[ 0.69130491]
[ 0.89618375]]
Progress: 31.7% ... Training loss: 0.283 ... Validation loss: 0.461[[ 1.64046015e-01 2.07355451e-01 -1.05371420e-01 1.12139353e-01
-5.34087999e-01 -7.23295092e-02 -5.63020884e-02 1.22537901e-01
-5.79047564e-02 1.88267633e-01]
[ 1.62535760e-02 1.60092310e-01 -1.85161990e-02 4.74362728e-02
8.22457112e-02 -7.23375401e-03 3.04834049e-01 4.14805179e-02
1.43468983e-01 -2.51593087e-02]
[ 1.74604960e-01 6.23287055e-01 8.42092384e-03 -3.18251898e-02
4.28044156e-01 -2.26299800e-02 -6.97459182e-01 -4.02412243e-02
4.92993154e-02 2.67789560e-01]
[ 5.95062222e-03 -3.22092768e-01 -2.20178786e-01 9.03960787e-02
-2.74328867e-02 1.49005066e-01 1.48316725e-01 5.83885210e-02
6.07302840e-02 1.97011695e-01]
[ -1.27443785e-02 1.29040142e-01 -1.46212842e-01 4.48789289e-02
3.11729510e-02 -1.81878233e-01 5.42623536e-02 -1.18244268e-01
-1.87058244e-01 -2.01201801e-02]
[ -3.69390908e-01 -5.49417887e-01 -2.90917692e-01 1.70445481e-01
4.82463401e-02 3.85382862e-02 2.39174000e-01 -3.63225557e-02
-6.83750921e-03 5.33986262e-03]
[ -9.16995806e-03 -2.15014787e-01 7.30422387e-03 8.25481662e-02
1.39296250e-02 -6.92185413e-02 1.88001192e-01 -1.91071990e-01
1.86179553e-01 2.24369782e-02]
[ 1.11087158e-01 -2.47305915e-01 3.40143253e-02 -7.04424816e-02
8.50033061e-02 -4.71385255e-02 8.10982625e-02 1.20085876e-01
7.96685604e-02 -2.59716932e-02]
[ -1.72102981e-01 -1.19984917e-01 -3.03247035e-01 -2.00587490e-02
-7.81942169e-03 6.88820582e-02 -1.68242143e-01 -2.87422672e-02
2.62434168e-01 -1.29995562e-01]
[ 6.61231781e-02 -3.59753656e-01 9.45215869e-02 4.65108108e-02
-1.92095633e-02 -1.21142906e-01 1.51313985e-01 -1.01990239e-01
3.25818218e-02 1.20360781e-01]
[ -8.92209808e-02 -3.61281578e-02 -2.16812514e-03 -1.55347344e-01
2.93583009e-02 2.16051420e-02 1.77203005e-01 -1.03341426e-01
-2.15500696e-02 -1.35602299e-01]
[ -1.22663018e-01 -1.39587453e-01 -7.24920988e-02 -1.16055497e-02
3.95272338e-01 1.03428258e-01 9.83715348e-02 -1.67544735e-02
-1.76118516e-01 -2.20849302e-01]
[ -1.56972545e-01 4.36118012e-03 6.19163683e-02 2.17009197e-02
-1.72289853e-01 -2.19720223e-01 -1.77935935e-01 -1.97016874e-01
8.69521554e-02 1.74036760e-01]
[ -2.52300626e-01 -2.82349321e-01 1.07313430e-01 2.47415550e-01
-1.03041205e-01 -7.48155199e-02 2.05923827e-02 -2.57592903e-01
-2.39570838e-01 -4.40631078e-02]
[ 1.11591011e-01 -1.40241105e-01 -1.85601311e-02 1.27294288e-01
-4.09155537e-02 -8.98560485e-02 1.96033276e-01 3.96250685e-03
3.44922826e-02 1.63646950e-02]
[ 3.80180206e-02 -8.37129735e-02 -2.10740827e-01 1.51711651e-01
-4.47473856e-02 8.41753414e-02 -5.26268470e-02 -1.97735185e-02
-8.97342438e-02 -3.72434544e-03]
[ -1.17652471e-01 -6.30866391e-02 -2.01142323e-01 1.60975774e-01
-1.05814794e-02 1.32607958e-01 1.48832437e-03 -2.49900428e-01
7.37114966e-02 -1.94163718e-01]
[ -7.83785377e-02 -6.11639685e-02 2.71578563e-01 8.56181960e-02
1.55891624e-01 -5.73437420e-02 -1.01495418e-01 1.19644882e-01
6.23959071e-02 2.02550448e-02]
[ 5.85892832e-02 -2.23830601e-02 8.87998232e-02 9.14447604e-02
4.87714187e-02 -1.79629181e-02 2.27110911e-01 1.20803541e-01
-2.63719120e-02 -6.06195109e-02]
[ 1.24424990e-02 -1.43539631e-01 -2.89419389e-01 -4.53815865e-02
1.59521521e-01 -9.30249892e-02 1.53490865e-01 1.64063349e-01
1.12919567e-01 -2.43031912e-02]
[ 4.87216396e-02 -1.54948902e-02 -1.17043290e-01 4.28688829e-02
-8.62616874e-02 3.22445705e-01 2.64532509e-01 2.04904071e-01
-1.61678473e-01 -6.26399906e-02]
[ -2.80806771e-03 -2.58861942e-02 1.20423172e-01 9.82642619e-02
1.77670826e-02 1.07629178e-01 -1.12803951e-01 -4.21444127e-02
2.06891862e-01 6.96675986e-02]
[ 1.12839622e-01 8.51478590e-02 -4.46363072e-02 -9.50993505e-02
-1.08951749e-01 -3.31290165e-01 1.05283058e-01 8.92789772e-03
1.45705163e-01 9.36201274e-02]
[ -1.02093039e-01 -1.27788983e-02 -1.64877568e-02 1.96942812e-02
1.54825294e-02 -2.02885688e-01 -7.79958487e-02 -2.01294416e-02
1.37172069e-02 1.24648727e-01]
[ -1.48599341e-01 -9.24242524e-02 -1.98825578e-01 -7.73898942e-03
-2.66395535e-01 -3.40398657e-03 1.25088821e-02 -2.40710467e-02
-1.09680558e-04 5.63963647e-02]
[ -3.07755299e-02 -9.35253168e-02 -7.49441386e-02 -1.27724995e-01
5.33260760e-01 2.76154527e-01 5.65503635e-01 1.13004964e-01
-1.82260926e-01 -3.77574736e-01]
[ -1.55725570e-02 -3.88020927e-01 -2.97021541e-02 -7.18753749e-02
6.56154280e-01 1.00513353e-01 5.22029261e-01 9.15395025e-02
3.05542835e-02 -3.82458731e-01]
[ 1.13454912e-02 -4.44629595e-01 -4.31644891e-02 -1.07009736e-01
6.74708948e-01 2.34766471e-02 4.92642305e-01 4.87413945e-02
-3.63350535e-01 -2.18358630e-01]
[ -1.67698700e-01 -5.85733105e-01 -8.37521982e-03 -2.00077587e-01
7.59607366e-01 -9.16908196e-02 6.13773935e-01 -8.25752687e-02
-6.52316756e-02 8.57999976e-02]
[ -2.91456236e-01 -3.98388286e-01 5.63409943e-02 -4.56286840e-02
9.11886117e-01 1.41626686e-01 4.16774031e-01 4.77769580e-02
-8.74148601e-02 -1.34547384e-01]
[ -2.04446469e-01 -3.02575206e-01 2.51355031e-01 -2.43256574e-01
6.63595346e-01 -4.43568347e-02 6.86263335e-01 1.30992060e-02
-2.57113356e-01 -2.83349179e-02]
[ -1.28509702e-01 -2.20707543e-01 -1.80152958e-01 -9.92471828e-02
4.83377600e-01 -2.30753674e-01 1.75462107e-01 1.69171096e-01
-7.75591381e-03 -1.16913576e-01]
[ 1.16011418e-01 2.53608211e-01 1.66062843e-01 -8.43843384e-02
-9.84872701e-02 4.78916447e-02 -1.60576300e-01 2.83607961e-01
8.03857260e-02 1.84452335e-01]
[ 3.45029809e-01 3.10885873e-01 -8.51352356e-02 3.07127070e-01
-8.66330756e-01 -2.85781991e-01 -4.66666521e-01 1.76896175e-01
3.77851723e-01 -3.98994230e-02]
[ 4.35028176e-02 1.28068937e-01 2.51424489e-01 2.44799392e-01
-4.40411819e-02 -1.94441272e-01 -1.69338765e-01 -1.33318898e-01
-1.43679269e-01 -2.94192480e-01]
[ 2.62557417e-02 -5.55545600e-02 -1.17139262e-01 -5.02085841e-02
2.28338936e-01 3.95981673e-02 -1.25941626e-02 -1.84288258e-01
3.71335723e-02 2.11681944e-01]
[ 2.56721730e-03 -4.88139204e-02 -6.62250448e-02 -4.90197480e-02
-2.67435262e-02 -1.77578740e-01 8.28927486e-02 1.02111805e-02
3.86107109e-02 7.52483137e-03]
[ 2.55411540e-02 6.32222662e-02 2.42731688e-01 6.89748433e-02
-2.13310408e-01 -1.33394703e-01 1.19366348e-01 3.92541014e-02
-1.89600545e-01 1.02514533e-01]
[ 7.38396103e-02 3.82354033e-02 1.08625699e-01 1.06585550e-02
-2.50291633e-01 6.78789146e-02 5.86565846e-02 -2.70571380e-01
-1.48921040e-02 -8.58495483e-02]
[ -1.13568890e-02 9.26364234e-02 8.46392224e-02 -3.01941405e-02
-3.98541611e-02 1.80833664e-01 9.90456020e-02 1.18464146e-01
-2.17217502e-02 1.72560512e-01]
[ 2.15778436e-01 5.58636477e-02 2.63415001e-02 7.37629354e-02
6.23601249e-02 -2.10162073e-02 -1.51188571e-01 1.47882029e-01
-6.02444875e-02 -2.70861778e-02]
[ 4.40812104e-02 -3.52455322e-03 1.77252042e-02 4.40017851e-02
-4.17960172e-01 -1.23685565e-01 -2.09439796e-01 4.14293866e-02
1.21328509e-01 1.95758670e-01]
[ 4.84545910e-02 5.20485989e-01 1.23869278e-01 4.20234930e-01
-1.12582738e+00 -3.05481184e-01 -6.10566832e-01 -7.20133931e-02
2.91416814e-01 3.35413810e-01]
[ 1.81738256e-01 5.07358311e-01 6.72889461e-02 4.28297701e-01
-9.03083900e-01 -8.51261379e-02 -4.48710131e-01 1.51446527e-01
2.12326333e-01 4.87846271e-01]
[ 2.56326263e-01 3.04244680e-01 2.46299904e-01 1.46665950e-01
-4.19085354e-01 8.05637157e-02 -2.12932801e-01 1.62634347e-01
2.38735900e-01 7.72443536e-02]
[ -7.17315042e-02 2.24060941e-01 2.42431406e-01 1.94267712e-02
-4.57632055e-02 1.29914828e-01 -1.03776893e-01 -1.49304882e-02
-3.05722770e-02 5.32766698e-02]
[ -9.53589524e-02 1.29628932e-03 2.61940061e-02 9.78109522e-02
-6.32470292e-02 1.14669334e-01 2.47240385e-01 2.04940981e-02
-2.71317230e-01 -8.88921037e-02]
[ -2.22563371e-01 -3.23496527e-02 -9.43387938e-02 -3.47500942e-01
1.92006267e-01 1.20572936e-01 1.10085025e-01 1.03213234e-01
-2.09925309e-01 2.88429796e-02]
[ 1.11498404e-02 -3.83436552e-01 -1.27001758e-01 -1.60524059e-01
3.69231989e-01 2.56687263e-02 1.79060188e-01 1.52596082e-01
-1.64376883e-01 -2.20688618e-01]
[ 1.34393918e-01 -2.06405853e-01 -1.45308286e-01 -2.13980421e-03
6.71716636e-02 -5.61826119e-02 4.68977033e-02 -1.50653892e-01
1.30599806e-01 -1.26907520e-01]
[ -1.21950250e-01 8.21079692e-02 2.60464233e-01 -1.73918729e-02
1.76438213e-01 8.45003469e-02 3.83000034e-02 -2.98240988e-01
-1.18761661e-01 -6.57044511e-02]
[ -3.52070083e-01 3.74879672e-02 1.17695789e-02 -3.36758194e-02
1.69597804e-01 -1.71233364e-01 5.62136182e-03 2.34166533e-01
-9.24045678e-02 6.85989147e-02]
[ 1.48234744e-01 4.52095868e-02 -2.34071316e-01 -8.13969298e-02
1.03835175e-01 -2.97305944e-01 4.96321088e-02 -1.67545276e-01
2.80666106e-03 -1.86178371e-01]
[ 2.08213933e-01 -1.82557165e-01 6.23724030e-02 -2.76474567e-02
1.03551223e-01 -3.32850803e-02 3.54426496e-02 -1.37087606e-01
1.09231287e-01 -1.84948445e-01]
[ -1.06294870e-01 -6.62108461e-02 1.20825768e-01 1.07171403e-01
5.08317108e-02 -1.12793827e-01 2.56472216e-01 -7.79010919e-02
1.82835248e-01 -5.77134269e-03]
[ -3.51947232e-03 -1.83906575e-01 2.00902709e-01 -2.46599051e-01
-1.95312788e-02 1.15756563e-01 6.84986806e-02 -1.16640454e-01
2.23532965e-02 2.21084166e-01]]
[[ 0.62182281]
[ 1.58494084]
[ 0.26339518]
[ 0.87764069]
[-2.66901503]
[-0.25851808]
[-1.58878858]
[ 0.0696275 ]
[ 0.69527345]
[ 0.89775108]]
Progress: 31.8% ... Training loss: 0.282 ... Validation loss: 0.460[[ 1.64478174e-01 2.08367515e-01 -1.05177776e-01 1.12881558e-01
-5.37845344e-01 -7.25122669e-02 -5.74458984e-02 1.22581271e-01
-5.72905651e-02 1.88738049e-01]
[ 1.63301401e-02 1.60255479e-01 -1.84806188e-02 4.75514080e-02
8.18768912e-02 -7.26937996e-03 3.04710933e-01 4.14898495e-02
1.43560340e-01 -2.50399180e-02]
[ 1.75273210e-01 6.25305628e-01 8.68381738e-03 -3.08852930e-02
4.25389836e-01 -2.28294707e-02 -6.99064221e-01 -4.01704078e-02
5.01432702e-02 2.68594006e-01]
[ 6.48818410e-03 -3.22354452e-01 -2.19766665e-01 9.13722302e-02
-2.78063771e-02 1.48724340e-01 1.48082308e-01 5.85090219e-02
6.14701744e-02 1.98317773e-01]
[ -1.79809161e-02 1.16309043e-01 -1.48410259e-01 3.78818620e-02
5.07384061e-02 -1.79875852e-01 6.73018368e-02 -1.18779279e-01
-1.93108127e-01 -2.78747824e-02]
[ -3.69758156e-01 -5.51339564e-01 -2.91058585e-01 1.70112867e-01
4.85778909e-02 3.86137575e-02 2.40420006e-01 -3.63529082e-02
-7.20604376e-03 4.87550000e-03]
[ -9.08275447e-03 -2.14977490e-01 7.33355573e-03 8.27665096e-02
1.25508104e-02 -6.92726516e-02 1.87911643e-01 -1.91058185e-01
1.86294779e-01 2.23817596e-02]
[ 1.11093950e-01 -2.47299609e-01 3.40357766e-02 -7.03470228e-02
8.38828741e-02 -4.71226209e-02 8.11327664e-02 1.20086020e-01
7.96957261e-02 -2.59659230e-02]
[ -1.72453455e-01 -1.20790568e-01 -3.03379364e-01 -2.05284894e-02
-6.41357393e-03 6.90142384e-02 -1.67493368e-01 -2.87814550e-02
2.62073555e-01 -1.30489493e-01]
[ 6.59315693e-02 -3.60877708e-01 9.44166736e-02 4.63898060e-02
-2.10602129e-02 -1.21101866e-01 1.52170604e-01 -1.02019412e-01
3.24109280e-02 1.19774931e-01]
[ -8.94460384e-02 -3.67468679e-02 -2.24915356e-03 -1.55575796e-01
2.96084937e-02 2.16682021e-02 1.77412278e-01 -1.03362169e-01
-2.17669456e-02 -1.35810756e-01]
[ -1.22870079e-01 -1.40528415e-01 -7.25285960e-02 -1.17446455e-02
3.96110946e-01 1.03493604e-01 9.92453778e-02 -1.67601482e-02
-1.76317502e-01 -2.21062739e-01]
[ -1.56972545e-01 4.36118012e-03 6.19163683e-02 2.17009197e-02
-1.72289853e-01 -2.19720223e-01 -1.77935935e-01 -1.97016874e-01
8.69521554e-02 1.74036760e-01]
[ -2.52092559e-01 -2.82178685e-01 1.07393627e-01 2.47681834e-01
-1.04047991e-01 -7.49042448e-02 2.02348712e-02 -2.57569886e-01
-2.39346595e-01 -4.37399765e-02]
[ 1.11156244e-01 -1.41763124e-01 -1.87269628e-02 1.26797877e-01
-3.97230304e-02 -8.97326821e-02 1.97214960e-01 3.92139026e-03
3.40460939e-02 1.57798674e-02]
[ 3.75995599e-02 -8.47045291e-02 -2.10899302e-01 1.51211971e-01
-4.33861553e-02 8.43328590e-02 -5.16261229e-02 -1.98170679e-02
-9.01981229e-02 -4.33617564e-03]
[ -1.18071721e-01 -6.42534483e-02 -2.01327394e-01 1.60455652e-01
-9.57964554e-03 1.32773136e-01 2.62089537e-03 -2.49949973e-01
7.32236732e-02 -1.94800818e-01]
[ -7.78611895e-02 -5.99942325e-02 2.71788136e-01 8.63315064e-02
1.53574596e-01 -5.75529483e-02 -1.02667949e-01 1.19705547e-01
6.29483402e-02 2.08536494e-02]
[ 5.85954866e-02 -2.25002075e-02 8.87979394e-02 9.14746453e-02
4.86110735e-02 -1.79756612e-02 2.27146290e-01 1.20806587e-01
-2.63119438e-02 -6.06310767e-02]
[ 1.25112339e-02 -1.43614078e-01 -2.89398562e-01 -4.52891721e-02
1.58842148e-01 -9.30052564e-02 1.53707156e-01 1.64066764e-01
1.12979140e-01 -2.43621019e-02]
[ 4.93453753e-02 -1.37894984e-02 -1.16740988e-01 4.38777434e-02
-8.92242941e-02 3.22156484e-01 2.62799750e-01 2.04980689e-01
-1.60899061e-01 -6.16237961e-02]
[ -3.57374261e-03 -2.76653133e-02 1.20091851e-01 9.71612589e-02
2.05881072e-02 1.07939671e-01 -1.11149728e-01 -4.22311766e-02
2.06016430e-01 6.86397453e-02]
[ 1.12583485e-01 8.45369301e-02 -4.47376711e-02 -9.54482109e-02
-1.07896548e-01 -3.31191192e-01 1.05866093e-01 8.89907557e-03
1.45434541e-01 9.32591367e-02]
[ -1.01863518e-01 -1.22429671e-02 -1.63888936e-02 2.00270065e-02
1.45090514e-02 -2.02981687e-01 -7.85570334e-02 -2.01040590e-02
1.39775832e-02 1.24977405e-01]
[ -1.48582388e-01 -9.24276460e-02 -1.98814832e-01 -7.70294630e-03
-2.66489579e-01 -3.41390660e-03 1.24686954e-02 -2.40689843e-02
-8.84970103e-05 5.64150926e-02]
[ -3.12061729e-02 -9.46507392e-02 -7.51363314e-02 -1.28361402e-01
5.34850881e-01 2.76344782e-01 5.66597389e-01 1.12955695e-01
-1.82766478e-01 -3.78230768e-01]
[ -1.56833763e-02 -3.88356502e-01 -2.97514773e-02 -7.20463123e-02
6.56573240e-01 1.00563364e-01 5.22356263e-01 9.15259514e-02
3.04189141e-02 -3.82633594e-01]
[ 1.13377473e-02 -4.45038988e-01 -4.31731763e-02 -1.07016322e-01
6.74585284e-01 2.34742687e-02 4.93007507e-01 4.87402023e-02
-3.63363256e-01 -2.18387272e-01]
[ -1.67581788e-01 -5.85985958e-01 -8.30531085e-03 -1.99832921e-01
7.58981880e-01 -9.17635107e-02 6.13867363e-01 -8.25554386e-02
-6.50357175e-02 8.60641772e-02]
[ -2.91558304e-01 -3.98669510e-01 5.62980961e-02 -4.57702605e-02
9.12303872e-01 1.41665888e-01 4.17063196e-01 4.77655418e-02
-8.75258149e-02 -1.34663908e-01]
[ -2.04799473e-01 -3.03517351e-01 2.51201279e-01 -2.43762324e-01
6.64913191e-01 -4.42063063e-02 6.87200020e-01 1.30579788e-02
-2.57515909e-01 -2.88557917e-02]
[ -1.28412222e-01 -2.20529850e-01 -1.80116389e-01 -9.91091345e-02
4.82982787e-01 -2.30793107e-01 1.75269439e-01 1.69180793e-01
-7.64578136e-03 -1.16782209e-01]
[ 1.16201473e-01 2.54305113e-01 1.66169000e-01 -8.40416811e-02
-9.97726952e-02 4.77966112e-02 -1.61353337e-01 2.83632533e-01
8.06474657e-02 1.84778283e-01]
[ 3.44667253e-01 3.10030983e-01 -8.52781562e-02 3.06666115e-01
-8.65997385e-01 -2.85659359e-01 -4.65761181e-01 1.76861578e-01
3.77449719e-01 -4.03844806e-02]
[ 4.37374587e-02 1.28591942e-01 2.51521272e-01 2.45087137e-01
-4.48618820e-02 -1.94529204e-01 -1.69885372e-01 -1.33295634e-01
-1.43423680e-01 -2.93904529e-01]
[ 2.65190050e-02 -5.50083735e-02 -1.17031126e-01 -4.98249251e-02
2.27044199e-01 3.94854087e-02 -1.32081153e-02 -1.84257648e-01
3.74216649e-02 2.11984105e-01]
[ 2.35467203e-03 -4.93032950e-02 -6.63206021e-02 -4.93426479e-02
-2.58152887e-02 -1.77495579e-01 8.33841960e-02 1.01856286e-02
3.83711977e-02 7.20862380e-03]
[ 2.57302466e-02 6.36423787e-02 2.42808107e-01 6.92364807e-02
-2.14139007e-01 -1.33474297e-01 1.18865292e-01 3.92749132e-02
-1.89397842e-01 1.02796964e-01]
[ 7.40224210e-02 3.86173825e-02 1.08674969e-01 1.08732563e-02
-2.50558048e-01 6.78140223e-02 5.81269026e-02 -2.70563394e-01
-1.47262578e-02 -8.56285596e-02]
[ -1.15294050e-02 9.21802856e-02 8.45653244e-02 -3.04309072e-02
-3.92213374e-02 1.80905587e-01 9.93659683e-02 1.18444934e-01
-2.19098591e-02 1.72338887e-01]
[ 2.15681502e-01 5.56906542e-02 2.62839868e-02 7.36236469e-02
6.24982937e-02 -2.09941241e-02 -1.51028812e-01 1.47870928e-01
-6.03465986e-02 -2.72703916e-02]
[ 4.44396064e-02 -2.34829894e-03 1.78792970e-02 4.45309893e-02
-4.19631958e-01 -1.23815171e-01 -2.10450093e-01 4.14670191e-02
1.21727263e-01 1.96291094e-01]
[ 4.76601757e-02 5.18073520e-01 1.23556040e-01 4.19247545e-01
-1.12296689e+00 -3.05144134e-01 -6.08372765e-01 -7.20903250e-02
2.90552967e-01 3.34151494e-01]
[ 1.81706319e-01 5.07362175e-01 6.72897265e-02 4.28324997e-01
-9.03314469e-01 -8.51385318e-02 -4.48511573e-01 1.51448288e-01
2.12305480e-01 4.87764494e-01]
[ 2.56529646e-01 3.04882827e-01 2.46413444e-01 1.47050691e-01
-4.20163901e-01 8.04542405e-02 -2.13609592e-01 1.62661669e-01
2.39013493e-01 7.76277845e-02]
[ -7.16104402e-02 2.24354613e-01 2.42484474e-01 1.95918585e-02
-4.62567799e-02 1.29863752e-01 -1.04101002e-01 -1.49146962e-02
-3.04387419e-02 5.34613377e-02]
[ -9.54700306e-02 1.17768114e-03 2.61476791e-02 9.76472516e-02
-6.28067763e-02 1.14716297e-01 2.47476840e-01 2.04809208e-02
-2.71448708e-01 -8.90624779e-02]
[ -2.22680988e-01 -3.26028500e-02 -9.43866086e-02 -3.47661340e-01
1.92483020e-01 1.20620681e-01 1.10332876e-01 1.03199785e-01
-2.10048258e-01 2.86756328e-02]
[ 1.14728933e-02 -3.82873811e-01 -1.26864798e-01 -1.60059403e-01
3.68029678e-01 2.55338810e-02 1.78313044e-01 1.52631890e-01
-1.64015570e-01 -2.20226057e-01]
[ 1.33978863e-01 -2.07811206e-01 -1.45489587e-01 -2.67010265e-03
6.81238909e-02 -5.60142930e-02 4.77582594e-02 -1.50703685e-01
1.30145307e-01 -1.27475207e-01]
[ -1.22035534e-01 8.14004570e-02 2.60442283e-01 -1.74828926e-02
1.76733363e-01 8.45194560e-02 3.89207366e-02 -2.98245513e-01
-1.18805958e-01 -6.57631489e-02]
[ -3.51720727e-01 3.78512258e-02 1.19280363e-02 -3.31690692e-02
1.68272196e-01 -1.71355936e-01 5.12905624e-03 2.34208410e-01
-9.20007906e-02 6.90007662e-02]
[ 1.48093745e-01 4.51086269e-02 -2.34087103e-01 -8.14825549e-02
1.03651392e-01 -2.97286853e-01 4.97839614e-02 -1.67556130e-01
2.72235674e-03 -1.86378849e-01]
[ 2.08082974e-01 -1.83144780e-01 6.23251330e-02 -2.78156362e-02
1.03717955e-01 -3.32471740e-02 3.61103158e-02 -1.37096026e-01
1.09050849e-01 -1.85159780e-01]
[ -1.06650877e-01 -6.71032295e-02 1.20657470e-01 1.06697349e-01
5.21066048e-02 -1.12671538e-01 2.57163042e-01 -7.79405650e-02
1.82437092e-01 -6.31674844e-03]
[ -3.36425176e-03 -1.83259735e-01 2.00956418e-01 -2.46245177e-01
-2.14727394e-02 1.15681866e-01 6.79390871e-02 -1.16624856e-01
2.25244575e-02 2.21258176e-01]]
[[ 0.62057985]
[ 1.58349622]
[ 0.26329777]
[ 0.87506096]
[-2.67042717]
[-0.25825633]
[-1.59190992]
[ 0.06990886]
[ 0.69427532]
[ 0.89731114]]
Progress: 31.8% ... Training loss: 0.283 ... Validation loss: 0.462[[ 1.64824995e-01 2.08639331e-01 -1.04994050e-01 1.13645580e-01
-5.41243508e-01 -7.27102085e-02 -5.75617025e-02 1.22645414e-01
-5.67999531e-02 1.89404235e-01]
[ 1.63156490e-02 1.60130624e-01 -1.84719115e-02 4.75643252e-02
8.16788608e-02 -7.27625461e-03 3.04852927e-01 4.14917459e-02
1.43576143e-01 -2.50283607e-02]
[ 1.76523193e-01 6.26763551e-01 9.29991547e-03 -2.91157211e-02
4.20908430e-01 -2.32785771e-02 -7.00453982e-01 -4.00068377e-02
5.18548900e-02 2.70532672e-01]
[ 3.58789245e-03 -3.28509654e-01 -2.20925380e-01 8.73495485e-02
-1.51144694e-02 1.49910133e-01 1.54386325e-01 5.81765900e-02
5.89365726e-02 1.94733670e-01]
[ -1.73273525e-02 1.17669430e-01 -1.48208840e-01 3.89258250e-02
4.59609771e-02 -1.80189751e-01 6.56813665e-02 -1.18703350e-01
-1.92863056e-01 -2.71738989e-02]
[ -3.70674380e-01 -5.53555114e-01 -2.91456710e-01 1.69040843e-01
5.01871786e-02 3.89284371e-02 2.42720318e-01 -3.64462701e-02
-8.22367213e-03 3.54184079e-03]
[ -8.89187695e-03 -2.15644246e-01 7.40980934e-03 8.29997967e-02
1.22706402e-02 -6.93155066e-02 1.87805273e-01 -1.91044938e-01
1.86546290e-01 2.27201695e-02]
[ 1.11595908e-01 -2.46616077e-01 3.42988871e-02 -6.94095059e-02
8.08089017e-02 -4.73803281e-02 8.09699202e-02 1.20170949e-01
8.03121427e-02 -2.50435848e-02]
[ -1.73519463e-01 -1.23719381e-01 -3.03835677e-01 -2.20091184e-02
-2.32815122e-03 6.94542143e-02 -1.64844758e-01 -2.89053209e-02
2.61224610e-01 -1.31919546e-01]
[ 6.69839831e-02 -3.59258701e-01 9.49354102e-02 4.82009893e-02
-2.74014088e-02 -1.21625623e-01 1.50860128e-01 -1.01863584e-01
3.36522131e-02 1.21334094e-01]
[ -9.11180350e-02 -4.19215463e-02 -3.01123212e-03 -1.57905614e-01
3.58035618e-02 2.23712548e-02 1.81773979e-01 -1.03562028e-01
-2.32866314e-02 -1.38081766e-01]
[ -1.23539892e-01 -1.42100331e-01 -7.28003273e-02 -1.26078602e-02
3.98597642e-01 1.03768401e-01 1.00873859e-01 -1.68351700e-02
-1.77037747e-01 -2.21853855e-01]
[ -1.56972545e-01 4.36118012e-03 6.19163683e-02 2.17009197e-02
-1.72289853e-01 -2.19720223e-01 -1.77935935e-01 -1.97016874e-01
8.69521554e-02 1.74036760e-01]
[ -2.53218628e-01 -2.84571249e-01 1.06910044e-01 2.46237421e-01
-1.00817371e-01 -7.44716082e-02 2.29564801e-02 -2.57688834e-01
-2.40623094e-01 -4.53646494e-02]
[ 1.11208471e-01 -1.41830713e-01 -1.87120593e-02 1.26914598e-01
-4.06992008e-02 -8.97810155e-02 1.97023620e-01 3.92725755e-03
3.41228461e-02 1.58343707e-02]
[ 3.77891508e-02 -8.45300282e-02 -2.10817382e-01 1.51500342e-01
-4.40757445e-02 8.42462182e-02 -5.19305304e-02 -1.97934810e-02
-8.99688497e-02 -4.04560381e-03]
[ -1.17936360e-01 -6.43057420e-02 -2.01277042e-01 1.60681682e-01
-1.00331080e-02 1.32697760e-01 2.45332053e-03 -2.49933475e-01
7.33839740e-02 -1.94560682e-01]
[ -7.75130058e-02 -5.95728468e-02 2.71922467e-01 8.67622934e-02
1.52423303e-01 -5.76763390e-02 -1.03355264e-01 1.19739743e-01
6.33345686e-02 2.13238447e-02]
[ 5.82861525e-02 -2.37248325e-02 8.86801978e-02 9.10451386e-02
4.98935269e-02 -1.78158770e-02 2.28097890e-01 1.20768448e-01
-2.66100470e-02 -6.10006995e-02]
[ 1.29323244e-02 -1.42946475e-01 -2.89200674e-01 -4.46157117e-02
1.56486885e-01 -9.32053079e-02 1.53350748e-01 1.64126055e-01
1.13438248e-01 -2.38366770e-02]
[ 4.91622954e-02 -1.43417908e-02 -1.16817471e-01 4.36615437e-02
-8.83547993e-02 3.22223668e-01 2.63338349e-01 2.04963249e-01
-1.61093625e-01 -6.18456669e-02]
[ -4.45699363e-03 -2.99734654e-02 1.19746371e-01 9.60316805e-02
2.33134664e-02 1.08288350e-01 -1.08822570e-01 -4.23206818e-02
2.05448637e-01 6.76923445e-02]
[ 1.12546793e-01 8.44782634e-02 -4.47518340e-02 -9.55003761e-02
-1.07639602e-01 -3.31176600e-01 1.05975573e-01 8.89499796e-03
1.45374271e-01 9.31941187e-02]
[ -1.01756997e-01 -1.22052965e-02 -1.63494045e-02 2.01658992e-02
1.41194191e-02 -2.03022868e-01 -7.87523682e-02 -2.00933177e-02
1.40687255e-02 1.25114880e-01]
[ -1.48586331e-01 -9.22002104e-02 -1.98811340e-01 -7.68719434e-03
-2.66498473e-01 -3.40771643e-03 1.24023364e-02 -2.40701068e-02
-9.27190039e-05 5.64224078e-02]
[ -3.15108285e-02 -9.54454994e-02 -7.52662883e-02 -1.28788426e-01
5.35970330e-01 2.76471219e-01 5.67371850e-01 1.12923469e-01
-1.83106845e-01 -3.78652559e-01]
[ -1.56277341e-02 -3.88281923e-01 -2.97272712e-02 -7.19677909e-02
6.56391745e-01 1.00536987e-01 5.22288308e-01 9.15330113e-02
3.04924152e-02 -3.82553157e-01]
[ 1.12487647e-02 -4.45270214e-01 -4.32114053e-02 -1.07148884e-01
6.75096941e-01 2.35172412e-02 4.93191258e-01 4.87288734e-02
-3.63455631e-01 -2.18523063e-01]
[ -1.67854239e-01 -5.86688830e-01 -8.42724484e-03 -2.00239794e-01
7.60045143e-01 -9.16446927e-02 6.14557475e-01 -8.25882350e-02
-6.53623966e-02 8.56764390e-02]
[ -2.91438687e-01 -3.98662542e-01 5.63494844e-02 -4.55923151e-02
9.11791313e-01 1.41617584e-01 4.16939179e-01 4.77784509e-02
-8.73891740e-02 -1.34482079e-01]
[ -2.05078699e-01 -3.04279216e-01 2.51080814e-01 -2.44166085e-01
6.65976659e-01 -4.40972022e-02 6.87920410e-01 1.30254587e-02
-2.57836227e-01 -2.92530895e-02]
[ -1.28208249e-01 -2.20114094e-01 -1.80038749e-01 -9.88163935e-02
4.82227387e-01 -2.30878106e-01 1.74731810e-01 1.69203779e-01
-7.41058549e-03 -1.16480954e-01]
[ 1.15777286e-01 2.52918412e-01 1.66006245e-01 -8.46340287e-02
-9.76946619e-02 4.79684075e-02 -1.60047258e-01 2.83584580e-01
8.01705886e-02 1.84212015e-01]
[ 3.44945251e-01 3.11146424e-01 -8.50887282e-02 3.07252421e-01
-8.67812281e-01 -2.85831289e-01 -4.66568876e-01 1.76911167e-01
3.77983643e-01 -3.98265194e-02]
[ 4.35750894e-02 1.28355676e-01 2.51457252e-01 2.44867923e-01
-4.42430825e-02 -1.94462157e-01 -1.69550216e-01 -1.33314071e-01
-1.43607975e-01 -2.94146388e-01]
[ 2.64005894e-02 -5.53821741e-02 -1.17092944e-01 -5.00136620e-02
2.27466374e-01 3.95307045e-02 -1.28673402e-02 -1.84273048e-01
3.72567351e-02 2.11834687e-01]
[ 2.33763956e-03 -4.95450513e-02 -6.63407073e-02 -4.93869595e-02
-2.56331728e-02 -1.77485717e-01 8.36207421e-02 1.01833080e-02
3.83402539e-02 7.16125490e-03]
[ 2.57207670e-02 6.36168945e-02 2.42809684e-01 6.92469096e-02
-2.13988763e-01 -1.33488358e-01 1.18935023e-01 3.92763718e-02
-1.89397264e-01 1.02809107e-01]
[ 7.38187091e-02 3.80649104e-02 1.08573116e-01 1.05421587e-02
-2.49727143e-01 6.79053103e-02 5.86320802e-02 -2.70589853e-01
-1.49866178e-02 -8.59679560e-02]
[ -1.20083565e-02 9.10569010e-02 8.43611422e-02 -3.11136390e-02
-3.73334656e-02 1.81102452e-01 1.00513531e-01 1.18391983e-01
-2.24411452e-02 1.71684656e-01]
[ 2.16132175e-01 5.65046786e-02 2.64661939e-02 7.42253455e-02
6.09526053e-02 -2.11626961e-02 -1.52081987e-01 1.47918014e-01
-5.98623381e-02 -2.66409581e-02]
[ 4.45438195e-02 -2.16028691e-03 1.79226853e-02 4.46791304e-02
-4.19852457e-01 -1.23859111e-01 -2.10722990e-01 4.14790477e-02
1.21845880e-01 1.96444413e-01]
[ 4.80411612e-02 5.18084187e-01 1.23687246e-01 4.19835986e-01
-1.12579603e+00 -3.05247981e-01 -6.08482826e-01 -7.20494114e-02
2.91144554e-01 3.34605438e-01]
[ 1.81249234e-01 5.05934510e-01 6.71049041e-02 4.27804544e-01
-9.02613949e-01 -8.49927224e-02 -4.47238156e-01 1.51404157e-01
2.11854822e-01 4.87229519e-01]
[ 2.55732131e-01 3.03324869e-01 2.46074113e-01 1.45997812e-01
-4.17123911e-01 8.07828232e-02 -2.11853170e-01 1.62572721e-01
2.38118818e-01 7.64708729e-02]
[ -7.12727810e-02 2.25202153e-01 2.42635878e-01 2.01297344e-02
-4.79369737e-02 1.29708417e-01 -1.04936947e-01 -1.48710464e-02
-3.00128947e-02 5.39955019e-02]
[ -9.51503241e-02 1.82211569e-03 2.62965570e-02 9.81258360e-02
-6.42827764e-02 1.14569262e-01 2.46796034e-01 2.05202218e-02
-2.71067020e-01 -8.85573165e-02]
[ -2.22525295e-01 -3.22316033e-02 -9.43183355e-02 -3.47422999e-01
1.91799451e-01 1.20551318e-01 1.09930071e-01 1.03218813e-01
-2.09861033e-01 2.89190429e-02]
[ 1.13913985e-02 -3.83073853e-01 -1.26899997e-01 -1.60178286e-01
3.68401196e-01 2.55678587e-02 1.78546152e-01 1.52622300e-01
-1.64109514e-01 -2.20349032e-01]
[ 1.33728463e-01 -2.08231272e-01 -1.45626988e-01 -2.88843358e-03
6.84464944e-02 -5.59216252e-02 4.84002175e-02 -1.50731545e-01
1.29791732e-01 -1.27862050e-01]
[ -1.20151931e-01 8.50691837e-02 2.61289404e-01 -1.46908653e-02
1.68683109e-01 8.37201603e-02 3.53652089e-02 -2.98019712e-01
-1.16616791e-01 -6.30762571e-02]
[ -3.53034888e-01 3.46368302e-02 1.13672803e-02 -3.50332191e-02
1.73574026e-01 -1.70830601e-01 8.36790044e-03 2.34064469e-01
-9.34641710e-02 6.71562170e-02]
[ 1.47820492e-01 4.42947574e-02 -2.34175929e-01 -8.17930849e-02
1.04347243e-01 -2.97211786e-01 5.06978458e-02 -1.67575628e-01
2.38830382e-03 -1.86730134e-01]
[ 2.08616687e-01 -1.82137249e-01 6.25340981e-02 -2.70546488e-02
1.01317860e-01 -3.34517784e-02 3.48569097e-02 -1.37037135e-01
1.09675575e-01 -1.84349529e-01]
[ -1.07070678e-01 -6.82693009e-02 1.20483108e-01 1.06147374e-01
5.35278564e-02 -1.12484403e-01 2.58280234e-01 -7.79884223e-02
1.82215465e-01 -6.90218951e-03]
[ -4.81334901e-03 -1.87449177e-01 2.00346604e-01 -2.48237056e-01
-1.64233594e-02 1.16259654e-01 7.15158481e-02 -1.16789444e-01
2.10845539e-02 2.19426187e-01]]
[[ 0.61956367]
[ 1.58412088]
[ 0.26113761]
[ 0.87173804]
[-2.67433372]
[-0.2636644 ]
[-1.59884445]
[ 0.06541633]
[ 0.69054744]
[ 0.89340391]]
Progress: 31.9% ... Training loss: 0.282 ... Validation loss: 0.456[[ 1.65437778e-01 2.11236210e-01 -1.04665211e-01 1.14860906e-01
-5.45403496e-01 -7.29957744e-02 -5.98206666e-02 1.22728329e-01
-5.59638212e-02 1.90468321e-01]
[ 1.65578250e-02 1.60642244e-01 -1.83514408e-02 4.79922506e-02
8.04663434e-02 -7.37576852e-03 3.04302443e-01 4.15227677e-02
1.43916401e-01 -2.45978956e-02]
[ 1.75644125e-01 6.24441247e-01 9.00555765e-03 -3.04621950e-02
4.23938333e-01 -2.29411294e-02 -6.98503750e-01 -4.00773531e-02
5.11529432e-02 2.69798694e-01]
[ 3.23837267e-03 -3.29764497e-01 -2.21080139e-01 8.68669994e-02
-1.24432408e-02 1.50052999e-01 1.55346040e-01 5.81387859e-02
5.86162842e-02 1.94207006e-01]
[ -1.85049225e-02 1.14813589e-01 -1.48690826e-01 3.71608530e-02
4.87538865e-02 -1.79731128e-01 6.85248924e-02 -1.18838946e-01
-1.94221373e-01 -2.91303378e-02]
[ -3.71455232e-01 -5.54731880e-01 -2.91759171e-01 1.68202741e-01
5.11058950e-02 3.91972483e-02 2.44562554e-01 -3.65221129e-02
-9.02048305e-03 2.34055798e-03]
[ -7.46180037e-03 -2.12682369e-01 7.97417565e-03 8.50538976e-02
6.59779048e-03 -6.98883181e-02 1.84965896e-01 -1.90890777e-01
1.88159415e-01 2.47627992e-02]
[ 1.11287882e-01 -2.46935995e-01 3.42208316e-02 -6.97110288e-02
8.09172225e-02 -4.72752853e-02 8.12256456e-02 1.20145634e-01
8.00506365e-02 -2.53105652e-02]
[ -1.73545040e-01 -1.24162939e-01 -3.03859954e-01 -2.20592798e-02
-1.20087025e-03 6.94437498e-02 -1.64862592e-01 -2.89080085e-02
2.61242967e-01 -1.31986148e-01]
[ 6.61834764e-02 -3.59668442e-01 9.46341394e-02 4.72712118e-02
-2.58716744e-02 -1.21304161e-01 1.52043305e-01 -1.01950675e-01
3.27433607e-02 1.20207547e-01]
[ -8.98321980e-02 -4.00362469e-02 -2.46391308e-03 -1.55879214e-01
3.00790218e-02 2.17659469e-02 1.79260118e-01 -1.03404358e-01
-2.15873633e-02 -1.36141009e-01]
[ -1.23709602e-01 -1.42554256e-01 -7.28868034e-02 -1.28401676e-02
3.99273916e-01 1.03842826e-01 1.01445292e-01 -1.68554324e-02
-1.77254998e-01 -2.22160300e-01]
[ -1.56972545e-01 4.36118012e-03 6.19163683e-02 2.17009197e-02
-1.72289853e-01 -2.19720223e-01 -1.77935935e-01 -1.97016874e-01
8.69521554e-02 1.74036760e-01]
[ -2.53413153e-01 -2.84572735e-01 1.06833561e-01 2.46006726e-01
-1.00367601e-01 -7.43969889e-02 2.31514047e-02 -2.57708082e-01
-2.40832763e-01 -4.56556679e-02]
[ 1.11247579e-01 -1.42038250e-01 -1.86808306e-02 1.27090928e-01
-4.16430329e-02 -8.98355923e-02 1.97272965e-01 3.93759961e-03
3.42454573e-02 1.59110759e-02]
[ 3.74076189e-02 -8.53819460e-02 -2.10997501e-01 1.51041663e-01
-4.33166533e-02 8.43867287e-02 -5.08530691e-02 -1.98319670e-02
-9.04033477e-02 -4.68661426e-03]
[ -1.17918374e-01 -6.40933634e-02 -2.01266450e-01 1.60706871e-01
-1.01072431e-02 1.32708200e-01 2.41596005e-03 -2.49934163e-01
7.34057600e-02 -1.94584573e-01]
[ -7.65699696e-02 -5.74676862e-02 2.72301798e-01 8.81122738e-02
1.48723541e-01 -5.80561654e-02 -1.05194210e-01 1.19842265e-01
6.43778232e-02 2.27241732e-02]
[ 5.90225418e-02 -2.21781194e-02 8.89760996e-02 9.20454235e-02
4.68902014e-02 -1.81011565e-02 2.26283669e-01 1.20837804e-01
-2.58236214e-02 -6.00224109e-02]
[ 1.26595357e-02 -1.43479792e-01 -2.89262232e-01 -4.48487871e-02
1.56398699e-01 -9.31280739e-02 1.53796841e-01 1.64111492e-01
1.13243277e-01 -2.40524074e-02]
[ 4.91664357e-02 -1.40302608e-02 -1.16793188e-01 4.37372429e-02
-8.88829281e-02 3.22196885e-01 2.63015074e-01 2.04968555e-01
-1.61033964e-01 -6.17701805e-02]
[ -5.65443734e-03 -3.28835216e-02 1.19235338e-01 9.43184576e-02
2.84031780e-02 1.08794443e-01 -1.05901705e-01 -4.24503160e-02
2.04242409e-01 6.60161751e-02]
[ 1.12283465e-01 8.38089059e-02 -4.48467607e-02 -9.58586854e-02
-1.06652033e-01 -3.31092600e-01 1.06614829e-01 8.86925147e-03
1.45078710e-01 9.28248190e-02]
[ -1.01466274e-01 -1.14040038e-02 -1.62191624e-02 2.05687577e-02
1.28700554e-02 -2.03140671e-01 -7.95219930e-02 -2.00637408e-02
1.43960224e-02 1.25533174e-01]
[ -1.47992476e-01 -9.09819801e-02 -1.98599225e-01 -6.85923992e-03
-2.67716415e-01 -3.64576633e-03 1.08985695e-02 -2.40085278e-02
4.60337538e-04 5.71981892e-02]
[ -3.11163430e-02 -9.46220241e-02 -7.51198069e-02 -1.28207233e-01
5.34433286e-01 2.76297932e-01 5.66592915e-01 1.12966154e-01
-1.82659254e-01 -3.78088884e-01]
[ -1.60252444e-02 -3.89023118e-01 -2.99027177e-02 -7.25450461e-02
6.58044394e-01 1.00716349e-01 5.23115706e-01 9.14893882e-02
3.00468018e-02 -3.83148984e-01]
[ 1.11793758e-02 -4.45408771e-01 -4.32408905e-02 -1.07245087e-01
6.75525288e-01 2.35451361e-02 4.93320652e-01 4.87221775e-02
-3.63536594e-01 -2.18627281e-01]
[ -1.67721610e-01 -5.86810708e-01 -8.35790832e-03 -1.99998467e-01
7.59359483e-01 -9.17119655e-02 6.14578458e-01 -8.25705177e-02
-6.51849498e-02 8.59110878e-02]
[ -2.91521978e-01 -3.99001679e-01 5.63157472e-02 -4.57087372e-02
9.11980076e-01 1.41652089e-01 4.17228627e-01 4.77704705e-02
-8.74842092e-02 -1.34595197e-01]
[ -2.05047956e-01 -3.04156342e-01 2.51098995e-01 -2.44094984e-01
6.65817674e-01 -4.41189815e-02 6.87895569e-01 1.30302952e-02
-2.57779957e-01 -2.92025253e-02]
[ -1.28566332e-01 -2.20824618e-01 -1.80183864e-01 -9.93156914e-02
4.83580022e-01 -2.30731032e-01 1.75627794e-01 1.69166565e-01
-7.78271393e-03 -1.16971144e-01]
[ 1.16242848e-01 2.54343608e-01 1.66202353e-01 -8.39702968e-02
-1.00133546e-01 4.78017214e-02 -1.61470830e-01 2.83628914e-01
8.06920858e-02 1.84852307e-01]
[ 3.44937798e-01 3.11526612e-01 -8.50768346e-02 3.07402172e-01
-8.68079362e-01 -2.85862285e-01 -4.66787405e-01 1.76913625e-01
3.77998603e-01 -3.98811373e-02]
[ 4.37086635e-02 1.28896426e-01 2.51539045e-01 2.45126230e-01
-4.49849250e-02 -1.94532675e-01 -1.69997957e-01 -1.33296140e-01
-1.43416974e-01 -2.93951571e-01]
[ 2.57025037e-02 -5.71877466e-02 -1.17385829e-01 -5.10136702e-02
2.30128766e-01 3.98197944e-02 -1.11944883e-02 -1.84345298e-01
3.64818991e-02 2.10890934e-01]
[ 3.14103362e-03 -4.74583502e-02 -6.60131032e-02 -4.83007344e-02
-2.90250163e-02 -1.77809903e-01 8.14612826e-02 1.02555779e-02
3.91983246e-02 8.25818410e-03]
[ 2.57226018e-02 6.35888308e-02 2.42836585e-01 6.92929797e-02
-2.14156639e-01 -1.33495579e-01 1.18809957e-01 3.92806368e-02
-1.89367050e-01 1.02831853e-01]
[ 7.41104193e-02 3.87746238e-02 1.08701642e-01 1.09935973e-02
-2.51151904e-01 6.77805597e-02 5.78856726e-02 -2.70560378e-01
-1.46271192e-02 -8.55069646e-02]
[ -1.23264088e-02 9.03236331e-02 8.42204730e-02 -3.15897393e-02
-3.58712095e-02 1.81240319e-01 1.01273585e-01 1.18356223e-01
-2.28150445e-02 1.71215262e-01]
[ 2.15608748e-01 5.52144205e-02 2.62281728e-02 7.34101218e-02
6.29798046e-02 -2.09394225e-02 -1.50783388e-01 1.47858218e-01
-6.04996397e-02 -2.74608001e-02]
[ 4.43413353e-02 -2.52212705e-03 1.78394093e-02 4.43931877e-02
-4.19057616e-01 -1.23783781e-01 -2.10353071e-01 4.14577919e-02
1.21619805e-01 1.96160240e-01]
[ 4.89241288e-02 5.20136440e-01 1.24028459e-01 4.21065466e-01
-1.12878213e+00 -3.05594267e-01 -6.10229350e-01 -7.19517491e-02
2.92093035e-01 3.35884743e-01]
[ 1.81060729e-01 5.05514775e-01 6.70411340e-02 4.27593546e-01
-9.02142215e-01 -8.49355617e-02 -4.46761202e-01 1.51387549e-01
2.11689339e-01 4.86955460e-01]
[ 2.56410695e-01 3.04897919e-01 2.46391539e-01 1.47113505e-01
-4.20489944e-01 8.04482919e-02 -2.13707429e-01 1.62653805e-01
2.38988828e-01 7.76002430e-02]
[ -7.15051922e-02 2.24562004e-01 2.42540244e-01 1.97908477e-02
-4.69201184e-02 1.29811970e-01 -1.04339045e-01 -1.48961910e-02
-3.02751315e-02 5.36517416e-02]
[ -9.56836851e-02 6.02658161e-04 2.60684203e-02 9.73726142e-02
-6.22177513e-02 1.14791775e-01 2.48211289e-01 2.04711236e-02
-2.71649334e-01 -8.93163138e-02]
[ -2.22606167e-01 -3.24060420e-02 -9.43549851e-02 -3.47545405e-01
1.92122260e-01 1.20589802e-01 1.10065876e-01 1.03209751e-01
-2.09949168e-01 2.87948300e-02]
[ 1.15844807e-02 -3.83042347e-01 -1.26843063e-01 -1.59916323e-01
3.67603261e-01 2.54898481e-02 1.78421690e-01 1.52642385e-01
-1.63907369e-01 -2.20138444e-01]
[ 1.33672697e-01 -2.08388739e-01 -1.45630393e-01 -2.80336661e-03
6.74836582e-02 -5.59295196e-02 4.87824375e-02 -1.50740452e-01
1.29730406e-01 -1.27960600e-01]
[ -1.19709869e-01 8.61348236e-02 2.61504692e-01 -1.39479119e-02
1.65986017e-01 8.34970442e-02 3.42682747e-02 -2.97958739e-01
-1.16032554e-01 -6.22950123e-02]
[ -3.53079509e-01 3.48003139e-02 1.13625162e-02 -3.50433540e-02
1.73797648e-01 -1.70833342e-01 8.12787890e-03 2.34062692e-01
-9.34801234e-02 6.71962144e-02]
[ 1.47943549e-01 4.36647045e-02 -2.34142297e-01 -8.15991920e-02
1.04462080e-01 -2.97275040e-01 5.08862950e-02 -1.67558541e-01
2.46013316e-03 -1.86662727e-01]
[ 2.09592349e-01 -1.79983680e-01 6.29320753e-02 -2.56060390e-02
9.76020996e-02 -3.38794547e-02 3.28589084e-02 -1.36926815e-01
1.10742505e-01 -1.82957473e-01]
[ -1.07614126e-01 -6.92659711e-02 1.20253446e-01 1.05398777e-01
5.56096201e-02 -1.12250893e-01 2.59460996e-01 -7.80451226e-02
1.81649118e-01 -7.66066904e-03]
[ -5.39467461e-03 -1.88026046e-01 2.00097110e-01 -2.49084531e-01
-1.49864241e-02 1.16541404e-01 7.23401243e-02 -1.16860123e-01
2.05783481e-02 2.18510278e-01]]
[[ 0.62212289]
[ 1.58712656]
[ 0.26442944]
[ 0.87383751]
[-2.67597667]
[-0.2626338 ]
[-1.59714303]
[ 0.0672006 ]
[ 0.69349389]
[ 0.89434078]]
Progress: 31.9% ... Training loss: 0.282 ... Validation loss: 0.458[[ 1.62472364e-01 2.04176854e-01 -1.05961981e-01 1.10409410e-01
-5.34657825e-01 -7.15802716e-02 -5.26694052e-02 1.22373941e-01
-5.94587653e-02 1.85997571e-01]
[ 1.67987502e-02 1.61206275e-01 -1.82529197e-02 4.83467317e-02
7.94975830e-02 -7.48197873e-03 3.03777964e-01 4.15503663e-02
1.44166260e-01 -2.42520262e-02]
[ 1.76526275e-01 6.25434417e-01 9.28686557e-03 -2.97821316e-02
4.22546986e-01 -2.32020384e-02 -7.00826960e-01 -4.00165815e-02
5.18898806e-02 2.70810640e-01]
[ 1.47321180e-03 -3.34400896e-01 -2.21768432e-01 8.42916661e-02
-4.83602086e-03 1.50794958e-01 1.60000603e-01 5.79517735e-02
5.65292635e-02 1.91618789e-01]
[ -1.71634029e-02 1.18059382e-01 -1.48050095e-01 3.91168727e-02
4.35653596e-02 -1.80271966e-01 6.54089506e-02 -1.18689698e-01
-1.92376197e-01 -2.70156887e-02]
[ -3.72884717e-01 -5.57758127e-01 -2.92374710e-01 1.66305632e-01
5.46071613e-02 3.98191313e-02 2.48050064e-01 -3.66761293e-02
-1.06002747e-02 3.01486327e-04]
[ -7.60091843e-03 -2.12778790e-01 7.96705551e-03 8.49029817e-02
6.52180612e-03 -6.97672169e-02 1.85206764e-01 -1.90916423e-01
1.88073691e-01 2.47156598e-02]
[ 1.10976284e-01 -2.48429886e-01 3.40153919e-02 -7.05220349e-02
8.23696576e-02 -4.70679484e-02 8.21854875e-02 1.20087501e-01
7.94935282e-02 -2.60497145e-02]
[ -1.72814773e-01 -1.22684602e-01 -3.03549543e-01 -2.10326674e-02
-4.15529418e-03 6.91387084e-02 -1.66480367e-01 -2.88285683e-02
2.61996261e-01 -1.30928260e-01]
[ 6.63118216e-02 -3.59070600e-01 9.46331103e-02 4.73009903e-02
-2.85310197e-02 -1.21244601e-01 1.51212283e-01 -1.01966642e-01
3.27829925e-02 1.20370579e-01]
[ -9.09131130e-02 -4.30719420e-02 -2.90672870e-03 -1.57519976e-01
3.39722161e-02 2.22830731e-02 1.82376026e-01 -1.03531310e-01
-2.28906473e-02 -1.37813714e-01]
[ -1.23906966e-01 -1.43254624e-01 -7.29606455e-02 -1.30616032e-02
3.99963360e-01 1.03911419e-01 1.02230853e-01 -1.68708691e-02
-1.77460676e-01 -2.22418099e-01]
[ -1.56972545e-01 4.36118012e-03 6.19163683e-02 2.17009197e-02
-1.72289853e-01 -2.19720223e-01 -1.77935935e-01 -1.97016874e-01
8.69521554e-02 1.74036760e-01]
[ -2.54043181e-01 -2.85630568e-01 1.06551589e-01 2.45161696e-01
-9.88815339e-02 -7.41180580e-02 2.44575040e-02 -2.57778661e-01
-2.41561084e-01 -4.65996136e-02]
[ 1.11045401e-01 -1.42439398e-01 -1.87543429e-02 1.26839181e-01
-4.10452402e-02 -8.97491165e-02 1.97755210e-01 3.91774608e-03
3.40468676e-02 1.55855460e-02]
[ 3.62248294e-02 -8.82243780e-02 -2.11463542e-01 1.49407214e-01
-3.91716184e-02 8.48901202e-02 -4.78732835e-02 -1.99592733e-02
-9.16858398e-02 -6.33088008e-03]
[ -1.17038522e-01 -6.18821963e-02 -2.00863244e-01 1.61960548e-01
-1.39968507e-02 1.32365346e-01 2.56610686e-04 -2.49849123e-01
7.44175136e-02 -1.93271711e-01]
[ -7.64967056e-02 -5.73471973e-02 2.72315426e-01 8.82464498e-02
1.48287028e-01 -5.80569340e-02 -1.05362198e-01 1.19851201e-01
6.44752386e-02 2.28829506e-02]
[ 5.85641501e-02 -2.34371721e-02 8.87527828e-02 9.13056330e-02
4.87657147e-02 -1.78888408e-02 2.27438475e-01 1.20781200e-01
-2.63851999e-02 -6.06758375e-02]
[ 1.19362204e-02 -1.45673073e-01 -2.89603176e-01 -4.60903288e-02
1.59508938e-01 -9.27812366e-02 1.55618269e-01 1.64020865e-01
1.12355700e-01 -2.52985308e-02]
[ 4.93465166e-02 -1.34684458e-02 -1.16716515e-01 4.39606609e-02
-8.99193393e-02 3.22129154e-01 2.62417900e-01 2.04986414e-01
-1.60843455e-01 -6.14958094e-02]
[ -4.81542999e-03 -3.11895410e-02 1.19582627e-01 9.54613624e-02
2.54504186e-02 1.08451138e-01 -1.07743026e-01 -4.23632397e-02
2.05047669e-01 6.71222516e-02]
[ 1.12561814e-01 8.43464633e-02 -4.47291407e-02 -9.54497113e-02
-1.07785709e-01 -3.31211149e-01 1.06138787e-01 8.90002349e-03
1.45392706e-01 9.32311212e-02]
[ -1.01079048e-01 -1.05873692e-02 -1.60531524e-02 2.11155092e-02
1.11995972e-02 -2.03305188e-01 -8.05042985e-02 -2.00216006e-02
1.48240130e-02 1.26090012e-01]
[ -1.48583487e-01 -9.23080984e-02 -1.98855551e-01 -7.68900338e-03
-2.65888343e-01 -3.39071318e-03 1.24488299e-02 -2.40737362e-02
-1.97358281e-04 5.64287805e-02]
[ -3.14063067e-02 -9.55255780e-02 -7.52414039e-02 -1.28600034e-01
5.35434206e-01 2.76426068e-01 5.67460171e-01 1.12935619e-01
-1.82966653e-01 -3.78490033e-01]
[ -1.60457610e-02 -3.89030433e-01 -2.99139571e-02 -7.25783262e-02
6.58160891e-01 1.00727603e-01 5.23132485e-01 9.14866451e-02
3.00182195e-02 -3.83184755e-01]
[ 1.14046140e-02 -4.45049428e-01 -4.31471008e-02 -1.06926559e-01
6.74616862e-01 2.34459347e-02 4.92950511e-01 4.87464265e-02
-3.63291647e-01 -2.18294154e-01]
[ -1.67721610e-01 -5.86810708e-01 -8.35790832e-03 -1.99998467e-01
7.59359483e-01 -9.17119655e-02 6.14578458e-01 -8.25705177e-02
-6.51849498e-02 8.59110878e-02]
[ -2.91706413e-01 -3.99557574e-01 5.62388535e-02 -4.59583059e-02
9.12598454e-01 1.41727059e-01 4.17760652e-01 4.77511378e-02
-8.76840624e-02 -1.34855390e-01]
[ -2.05041786e-01 -3.04270916e-01 2.51110837e-01 -2.44057897e-01
6.65792783e-01 -4.41327592e-02 6.88041550e-01 1.30345698e-02
-2.57750668e-01 -2.91436318e-02]
[ -1.28977313e-01 -2.21673076e-01 -1.80321258e-01 -9.98555183e-02
4.85246525e-01 -2.30573248e-01 1.76542785e-01 1.69125477e-01
-8.21368070e-03 -1.17507203e-01]
[ 1.16970308e-01 2.56293296e-01 1.66520271e-01 -8.29084364e-02
-1.03349211e-01 4.74912208e-02 -1.63473323e-01 2.83705307e-01
8.14649400e-02 1.85863272e-01]
[ 3.43431574e-01 3.07183320e-01 -8.57688186e-02 3.04998971e-01
-8.62135388e-01 -2.85144422e-01 -4.62614231e-01 1.76729461e-01
3.76226403e-01 -4.22021280e-02]
[ 4.32965356e-02 1.27916374e-01 2.51336901e-01 2.44457021e-01
-4.33718012e-02 -1.94336753e-01 -1.69300787e-01 -1.33348310e-01
-1.43948619e-01 -2.94640835e-01]
[ 2.58831588e-02 -5.67863142e-02 -1.17308319e-01 -5.07397359e-02
2.29327975e-01 3.97413206e-02 -1.16188371e-02 -1.84323844e-01
3.66579854e-02 2.11165881e-01]
[ 2.66116035e-03 -4.87261526e-02 -6.62115373e-02 -4.89850304e-02
-2.70426924e-02 -1.77620536e-01 8.26321635e-02 1.02039257e-02
3.86723892e-02 7.57516367e-03]
[ 2.68304795e-02 6.64160834e-02 2.43296706e-01 7.08415177e-02
-2.19086749e-01 -1.33905395e-01 1.16008619e-01 3.93891613e-02
-1.88109434e-01 1.04381070e-01]
[ 7.40764503e-02 3.86911484e-02 1.08687341e-01 1.09471381e-02
-2.51005131e-01 6.77944393e-02 5.79701888e-02 -2.70563783e-01
-1.46648363e-02 -8.55560269e-02]
[ -1.24775683e-02 8.99371476e-02 8.41527740e-02 -3.18204375e-02
-3.51642935e-02 1.81306322e-01 1.01642867e-01 1.18338239e-01
-2.29938280e-02 1.70982321e-01]
[ 2.16234248e-01 5.68786882e-02 2.64946758e-02 7.43326319e-02
6.00559105e-02 -2.11913302e-02 -1.52360987e-01 1.47924581e-01
-5.97420060e-02 -2.64883145e-02]
[ 4.50027119e-02 -9.06971251e-04 1.81168744e-02 4.53096867e-02
-4.21584688e-01 -1.24050353e-01 -2.11967851e-01 4.15273780e-02
1.22308317e-01 1.97080045e-01]
[ 4.92527891e-02 5.20829518e-01 1.24158904e-01 4.21488001e-01
-1.12958867e+00 -3.05732652e-01 -6.10925089e-01 -7.19189842e-02
2.92437129e-01 3.36302952e-01]
[ 1.80256335e-01 5.03873411e-01 6.66852681e-02 4.26483353e-01
-9.00311097e-01 -8.45802487e-02 -4.44757238e-01 1.51296963e-01
2.10751454e-01 4.85832975e-01]
[ 2.55636936e-01 3.03199496e-01 2.46096403e-01 1.46122110e-01
-4.17950649e-01 8.07630228e-02 -2.11910075e-01 1.62578551e-01
2.38167328e-01 7.65485702e-02]
[ -7.14101407e-02 2.24874059e-01 2.42581788e-01 1.99265137e-02
-4.73168476e-02 1.29771661e-01 -1.04638385e-01 -1.48862646e-02
-3.01702060e-02 5.37783275e-02]
[ -9.57267400e-02 5.18113617e-04 2.60486290e-02 9.73093341e-02
-6.20308637e-02 1.14811045e-01 2.48298036e-01 2.04665285e-02
-2.71698813e-01 -8.93786020e-02]
[ -2.22522983e-01 -3.22030128e-02 -9.43207965e-02 -3.47485306e-01
1.91949296e-01 1.20561928e-01 1.09894607e-01 1.03220314e-01
-2.09857698e-01 2.89275442e-02]
[ 1.15038312e-02 -3.83290637e-01 -1.26879596e-01 -1.60031792e-01
3.67880932e-01 2.55274494e-02 1.78589064e-01 1.52633438e-01
-1.64022183e-01 -2.20257970e-01]
[ 1.34633115e-01 -2.06167215e-01 -1.45221417e-01 -1.60187122e-03
6.34635487e-02 -5.62198782e-02 4.62123902e-02 -1.50661297e-01
1.30789259e-01 -1.26712960e-01]
[ -1.18834388e-01 8.80637540e-02 2.61866947e-01 -1.27174009e-02
1.62909434e-01 8.31153638e-02 3.23702231e-02 -2.97861090e-01
-1.15081689e-01 -6.10975047e-02]
[ -3.53924048e-01 3.26542011e-02 1.09912529e-02 -3.62345921e-02
1.77099969e-01 -1.70484596e-01 1.02911671e-02 2.33973753e-01
-9.44375801e-02 6.60063827e-02]
[ 1.47353944e-01 4.23016149e-02 -2.34369695e-01 -8.24035868e-02
1.06433617e-01 -2.97043507e-01 5.21104683e-02 -1.67621681e-01
1.80207285e-03 -1.87483363e-01]
[ 2.09443976e-01 -1.80064642e-01 6.28802106e-02 -2.57470403e-02
9.78198182e-02 -3.38290183e-02 3.30863527e-02 -1.36938964e-01
1.10611122e-01 -1.83108407e-01]
[ -1.06635772e-01 -6.69403397e-02 1.20677929e-01 1.06806314e-01
5.13961057e-02 -1.12661386e-01 2.57039090e-01 -7.79409447e-02
1.82689207e-01 -6.28843072e-03]
[ -7.77634325e-03 -1.94050188e-01 1.99034236e-01 -2.52619860e-01
-7.24450168e-03 1.17638500e-01 7.86856689e-02 -1.17135233e-01
1.78061112e-02 2.15086820e-01]]
[[ 0.61728775]
[ 1.58516629]
[ 0.26214217]
[ 0.86842304]
[-2.67530306]
[-0.26674897]
[-1.60264495]
[ 0.06075506]
[ 0.68872397]
[ 0.88844957]]
Progress: 31.9% ... Training loss: 0.283 ... Validation loss: 0.455[[ 1.62290041e-01 2.03475786e-01 -1.06007557e-01 1.10291349e-01
-5.34542278e-01 -7.15039401e-02 -5.16267780e-02 1.22355965e-01
-5.96215991e-02 1.85789656e-01]
[ 1.60566920e-02 1.59302215e-01 -1.85629560e-02 4.74265099e-02
8.14480899e-02 -7.19958180e-03 3.05539296e-01 4.14791559e-02
1.43346049e-01 -2.53137314e-02]
[ 1.75598103e-01 6.24222821e-01 8.86830352e-03 -3.13795866e-02
4.27655163e-01 -2.27073498e-02 -6.99821844e-01 -4.01274965e-02
5.06917028e-02 2.69322963e-01]
[ 1.52306364e-03 -3.34526442e-01 -2.21764352e-01 8.44855726e-02
-4.76814008e-03 1.50825048e-01 1.60562240e-01 5.79716790e-02
5.67097173e-02 1.91950001e-01]
[ -1.73790885e-02 1.16587862e-01 -1.48276117e-01 3.86214590e-02
4.46763144e-02 -1.80165280e-01 6.62646643e-02 -1.18727674e-01
-1.92684608e-01 -2.74694022e-02]
[ -3.72708245e-01 -5.57852226e-01 -2.92245050e-01 1.66716311e-01
5.29957702e-02 3.96706986e-02 2.48465235e-01 -3.66463524e-02
-1.02842488e-02 5.77277528e-04]
[ -7.13006388e-03 -2.12352551e-01 8.17598832e-03 8.56527674e-02
4.29634895e-03 -6.99317142e-02 1.84628606e-01 -1.90875386e-01
1.88620223e-01 2.54321549e-02]
[ 1.11599804e-01 -2.47166878e-01 3.43001459e-02 -6.95814033e-02
7.93522490e-02 -4.73486006e-02 8.05715258e-02 1.20151090e-01
8.01893836e-02 -2.50810790e-02]
[ -1.72420030e-01 -1.21998223e-01 -3.03369939e-01 -2.04238382e-02
-5.79499987e-03 6.89446341e-02 -1.67445901e-01 -2.87878875e-02
2.62438105e-01 -1.30302149e-01]
[ 6.65217354e-02 -3.59006134e-01 9.47838681e-02 4.77075307e-02
-3.04620117e-02 -1.21392792e-01 1.50853527e-01 -1.01945003e-01
3.29781184e-02 1.20747169e-01]
[ -8.87572148e-02 -3.95438970e-02 -1.97735240e-03 -1.54380778e-01
2.52005460e-02 2.13634515e-02 1.78231940e-01 -1.03313159e-01
-2.03439201e-02 -1.34680890e-01]
[ -1.24607188e-01 -1.44565607e-01 -7.32378297e-02 -1.38974152e-02
4.02172060e-01 1.04191575e-01 1.03991212e-01 -1.69355751e-02
-1.78202271e-01 -2.23340482e-01]
[ -1.56972545e-01 4.36118012e-03 6.19163683e-02 2.17009197e-02
-1.72289853e-01 -2.19720223e-01 -1.77935935e-01 -1.97016874e-01
8.69521554e-02 1.74036760e-01]
[ -2.53829897e-01 -2.85328641e-01 1.06649285e-01 2.45429897e-01
-9.94374418e-02 -7.42169840e-02 2.40690687e-02 -2.57753940e-01
-2.41288074e-01 -4.62512204e-02]
[ 1.10957055e-01 -1.43252481e-01 -1.87687455e-02 1.26893534e-01
-4.16417961e-02 -8.97516551e-02 1.98463120e-01 3.91465152e-03
3.39905410e-02 1.54955209e-02]
[ 3.60730480e-02 -8.81018711e-02 -2.11523640e-01 1.49186389e-01
-3.86842859e-02 8.49382087e-02 -4.72694815e-02 -1.99728299e-02
-9.18352272e-02 -6.61965481e-03]
[ -1.16502546e-01 -6.08454439e-02 -2.00630830e-01 1.62800945e-01
-1.69226825e-02 1.32138784e-01 -7.96465865e-04 -2.49802010e-01
7.50744057e-02 -1.92472060e-01]
[ -7.61746582e-02 -5.71035270e-02 2.72459918e-01 8.87154307e-02
1.47327988e-01 -5.81599031e-02 -1.05924897e-01 1.19882530e-01
6.48095815e-02 2.33654110e-02]
[ 5.82173890e-02 -2.42756220e-02 8.86175182e-02 9.08120987e-02
5.02118303e-02 -1.77479670e-02 2.28291997e-01 1.20748903e-01
-2.67732098e-02 -6.11618929e-02]
[ 1.21104126e-02 -1.45414442e-01 -2.89531180e-01 -4.58395303e-02
1.58700183e-01 -9.28558250e-02 1.55290882e-01 1.64036072e-01
1.12549866e-01 -2.50625000e-02]
[ 4.98307121e-02 -1.23418602e-02 -1.16502863e-01 4.46448727e-02
-9.20929173e-02 3.21929380e-01 2.61102945e-01 2.05035889e-01
-1.60297028e-01 -6.08207463e-02]
[ -4.65982725e-03 -3.08594542e-02 1.19662607e-01 9.57481978e-02
2.46536706e-02 1.08361230e-01 -1.08212738e-01 -4.23456891e-02
2.05223259e-01 6.74473310e-02]
[ 1.12664054e-01 8.45710039e-02 -4.46844520e-02 -9.53064314e-02
-1.07942635e-01 -3.31257408e-01 1.05864248e-01 8.90961629e-03
1.45490484e-01 9.33856239e-02]
[ -1.00775726e-01 -1.00693525e-02 -1.59121934e-02 2.15898496e-02
9.68577712e-03 -2.03455405e-01 -8.12205621e-02 -1.99903983e-02
1.51755709e-02 1.26569513e-01]
[ -1.48621869e-01 -9.25377542e-02 -1.98868715e-01 -7.73611392e-03
-2.65828590e-01 -3.37559027e-03 1.26481820e-02 -2.40758961e-02
-2.33140507e-04 5.63799872e-02]
[ -3.14705567e-02 -9.58459047e-02 -7.52779277e-02 -1.28706955e-01
5.35678468e-01 2.76456769e-01 5.67804189e-01 1.12928002e-01
-1.83043838e-01 -3.78616434e-01]
[ -1.58979251e-02 -3.88912051e-01 -2.98545291e-02 -7.23598977e-02
6.57441149e-01 1.00662149e-01 5.22903556e-01 9.15026003e-02
3.01870152e-02 -3.82952434e-01]
[ 1.15193093e-02 -4.44864189e-01 -4.31021621e-02 -1.06765215e-01
6.74181703e-01 2.33957835e-02 4.92700192e-01 4.87577037e-02
-3.63162853e-01 -2.18135180e-01]
[ -1.67425741e-01 -5.86788433e-01 -8.23213386e-03 -1.99561749e-01
7.58108829e-01 -9.18410215e-02 6.14392613e-01 -8.25422531e-02
-6.48501376e-02 8.63946732e-02]
[ -2.91713247e-01 -3.99744423e-01 5.62488164e-02 -4.59338148e-02
9.12507527e-01 1.41721030e-01 4.17939859e-01 4.77508729e-02
-8.76655299e-02 -1.34834714e-01]
[ -2.05532871e-01 -3.05261506e-01 2.50905087e-01 -2.44750417e-01
6.67873488e-01 -4.39233346e-02 6.89000691e-01 1.29886639e-02
-2.58296256e-01 -2.97932158e-02]
[ -1.28985191e-01 -2.21726564e-01 -1.80331490e-01 -9.98668444e-02
4.85345399e-01 -2.30566832e-01 1.76595171e-01 1.69123765e-01
-8.18275976e-03 -1.17522821e-01]
[ 1.17721354e-01 2.58045773e-01 1.66864868e-01 -8.17375308e-02
-1.06794971e-01 4.71452834e-02 -1.65517044e-01 2.83784736e-01
8.22887871e-02 1.87005056e-01]
[ 3.42792153e-01 3.05730423e-01 -8.60186126e-02 3.04082272e-01
-8.59957247e-01 -2.84876917e-01 -4.60790075e-01 1.76668816e-01
3.75572917e-01 -4.30786737e-02]
[ 4.33575114e-02 1.28101715e-01 2.51355931e-01 2.44498217e-01
-4.35063293e-02 -1.94350194e-01 -1.69397074e-01 -1.33344452e-01
-1.43893144e-01 -2.94579714e-01]
[ 2.62958861e-02 -5.56895198e-02 -1.17117528e-01 -5.00994084e-02
2.27355412e-01 3.95449461e-02 -1.26780915e-02 -1.84279756e-01
3.71356974e-02 2.11788363e-01]
[ 2.93862082e-03 -4.79143222e-02 -6.60863964e-02 -4.85732923e-02
-2.82906622e-02 -1.77742504e-01 8.18391099e-02 1.02284049e-02
3.90017948e-02 7.98515740e-03]
[ 2.73918221e-02 6.75435299e-02 2.43533913e-01 7.16047179e-02
-2.21163852e-01 -1.34145003e-01 1.14796109e-01 3.94434821e-02
-1.87493279e-01 1.05150194e-01]
[ 7.40860767e-02 3.86587248e-02 1.08700119e-01 1.09356733e-02
-2.50963778e-01 6.77966901e-02 5.79365400e-02 -2.70565283e-01
-1.46659768e-02 -8.55626840e-02]
[ -1.27609099e-02 8.93038430e-02 8.40351494e-02 -3.22145843e-02
-3.40351631e-02 1.81416521e-01 1.02325036e-01 1.18311602e-01
-2.32982983e-02 1.70590837e-01]
[ 2.16324446e-01 5.71443633e-02 2.65334014e-02 7.44588590e-02
5.96667785e-02 -2.12258139e-02 -1.52611282e-01 1.47933359e-01
-5.96455908e-02 -2.63594554e-02]
[ 4.50145808e-02 -8.49219382e-04 1.81304243e-02 4.53173018e-02
-4.21803628e-01 -1.24060598e-01 -2.12224771e-01 4.15249447e-02
1.22317766e-01 1.97113066e-01]
[ 4.96245688e-02 5.21271469e-01 1.24317550e-01 4.22118073e-01
-1.13094627e+00 -3.05869960e-01 -6.11341060e-01 -7.18784950e-02
2.92846018e-01 3.36762102e-01]
[ 1.79991078e-01 5.03347785e-01 6.65674497e-02 4.26187067e-01
-8.99898364e-01 -8.44762755e-02 -4.44215752e-01 1.51272077e-01
2.10438536e-01 4.85441614e-01]
[ 2.55598109e-01 3.02853121e-01 2.46078751e-01 1.46059460e-01
-4.17713117e-01 8.07662842e-02 -2.11657418e-01 1.62574154e-01
2.38121600e-01 7.64990023e-02]
[ -7.14161778e-02 2.24816861e-01 2.42588792e-01 1.99334654e-02
-4.73314697e-02 1.29769536e-01 -1.04588633e-01 -1.48856893e-02
-3.01627015e-02 5.37879154e-02]
[ -9.56570765e-02 6.96607205e-04 2.60740248e-02 9.74078420e-02
-6.23548019e-02 1.14780351e-01 2.48132669e-01 2.04736087e-02
-2.71627014e-01 -8.92789848e-02]
[ -2.22432147e-01 -3.20370402e-02 -9.42758198e-02 -3.47336730e-01
1.91506513e-01 1.20516353e-01 1.09741224e-01 1.03231033e-01
-2.09738513e-01 2.90775695e-02]
[ 1.17064277e-02 -3.82819659e-01 -1.26779197e-01 -1.59716150e-01
3.67085654e-01 2.54345130e-02 1.78107114e-01 1.52655205e-01
-1.63779099e-01 -2.19944039e-01]
[ 1.34721610e-01 -2.06125460e-01 -1.45176400e-01 -1.41010233e-03
6.27596926e-02 -5.62638944e-02 4.62535693e-02 -1.50649189e-01
1.30938726e-01 -1.26575457e-01]
[ -1.18965945e-01 8.71447944e-02 2.61827140e-01 -1.27444507e-02
1.62906795e-01 8.31613481e-02 3.27123602e-02 -2.97871569e-01
-1.15227093e-01 -6.12226961e-02]
[ -3.54015826e-01 3.23276786e-02 1.09747910e-02 -3.63153811e-02
1.77189915e-01 -1.70463581e-01 1.03085633e-02 2.33967329e-01
-9.45008952e-02 6.59902752e-02]
[ 1.46832017e-01 4.05689865e-02 -2.34600411e-01 -8.32182746e-02
1.09014082e-01 -2.96818135e-01 5.39742777e-02 -1.67672901e-01
1.16885218e-03 -1.88305483e-01]
[ 2.09896215e-01 -1.78939929e-01 6.30689706e-02 -2.50198934e-02
9.55414570e-02 -3.40458748e-02 3.17930394e-02 -1.36891468e-01
1.11068733e-01 -1.82471637e-01]
[ -1.05895394e-01 -6.56716541e-02 1.21015795e-01 1.07845408e-01
4.85580847e-02 -1.13001552e-01 2.55636204e-01 -7.78636598e-02
1.83613364e-01 -5.14027105e-03]
[ -6.64660356e-03 -1.91225703e-01 1.99552527e-01 -2.50945417e-01
-1.25859970e-02 1.17159511e-01 7.63748640e-02 -1.17028916e-01
1.91170729e-02 2.16714839e-01]]
[[ 0.62230458]
[ 1.58844596]
[ 0.26895532]
[ 0.87368766]
[-2.6695788 ]
[-0.26017286]
[-1.59479546]
[ 0.06608218]
[ 0.69537445]
[ 0.89448128]]
Progress: 32.0% ... Training loss: 0.283 ... Validation loss: 0.458[[ 1.62328509e-01 2.03129112e-01 -1.05948650e-01 1.10560474e-01
-5.34948962e-01 -7.15048940e-02 -5.19254713e-02 1.22381426e-01
-5.93431863e-02 1.86232958e-01]
[ 1.61528336e-02 1.59511906e-01 -1.85176473e-02 4.75649060e-02
8.12939755e-02 -7.24019962e-03 3.05388148e-01 4.14890641e-02
1.43454874e-01 -2.51745901e-02]
[ 1.77248459e-01 6.27924653e-01 9.67273492e-03 -2.87451138e-02
4.19136752e-01 -2.34335863e-02 -7.03707327e-01 -3.99209802e-02
5.30153824e-02 2.72068062e-01]
[ 2.99971896e-04 -3.37578091e-01 -2.22350257e-01 8.26581330e-02
1.34134359e-03 1.51350819e-01 1.63804658e-01 5.78313288e-02
5.52149729e-02 1.90234470e-01]
[ -1.45868243e-02 1.23344183e-01 -1.47046835e-01 4.27173161e-02
3.16998539e-02 -1.81303325e-01 5.97341877e-02 -1.18418531e-01
-1.89322647e-01 -2.35530792e-02]
[ -3.72786712e-01 -5.58011804e-01 -2.92282735e-01 1.66632562e-01
5.34527015e-02 3.97180672e-02 2.48742983e-01 -3.66612430e-02
-1.04077551e-02 3.44413483e-04]
[ -6.59831107e-03 -2.11943989e-01 8.39039097e-03 8.63945495e-02
2.41921316e-03 -7.00864620e-02 1.83563870e-01 -1.90819659e-01
1.89285330e-01 2.64162648e-02]
[ 1.12422842e-01 -2.45016057e-01 3.46932626e-02 -6.82160023e-02
7.52507548e-02 -4.77735301e-02 7.83725449e-02 1.20256698e-01
8.12637046e-02 -2.37453831e-02]
[ -1.72481144e-01 -1.22251075e-01 -3.03395444e-01 -2.05309468e-02
-5.58294152e-03 6.89634263e-02 -1.67306649e-01 -2.87941596e-02
2.62363073e-01 -1.30383169e-01]
[ 6.68931794e-02 -3.58803919e-01 9.49434613e-02 4.82820467e-02
-3.24545925e-02 -1.21507949e-01 1.50173581e-01 -1.01907557e-01
3.34585808e-02 1.21420964e-01]
[ -8.76891251e-02 -3.75291018e-02 -1.48668725e-03 -1.52801448e-01
2.11348155e-02 2.08899447e-02 1.75879102e-01 -1.03191930e-01
-1.90435024e-02 -1.33123558e-01]
[ -1.24831512e-01 -1.44635665e-01 -7.33437580e-02 -1.41349361e-02
4.02920731e-01 1.04266722e-01 1.04177279e-01 -1.69540775e-02
-1.78442262e-01 -2.23565687e-01]
[ -1.56972545e-01 4.36118012e-03 6.19163683e-02 2.17009197e-02
-1.72289853e-01 -2.19720223e-01 -1.77935935e-01 -1.97016874e-01
8.69521554e-02 1.74036760e-01]
[ -2.53909306e-01 -2.85544931e-01 1.06590503e-01 2.45270976e-01
-9.88869704e-02 -7.41629126e-02 2.44103006e-02 -2.57767365e-01
-2.41435477e-01 -4.64437438e-02]
[ 1.10945840e-01 -1.43244807e-01 -1.87551979e-02 1.26931568e-01
-4.17440731e-02 -8.97523922e-02 1.98522811e-01 3.91230580e-03
3.39958618e-02 1.54363353e-02]
[ 3.56825348e-02 -8.88898411e-02 -2.11676617e-01 1.48720774e-01
-3.73740494e-02 8.50715083e-02 -4.65401903e-02 -2.00118607e-02
-9.22460800e-02 -7.13161638e-03]
[ -1.15800520e-01 -5.91903597e-02 -2.00331325e-01 1.63691423e-01
-1.88610490e-02 1.31877746e-01 -2.71520807e-03 -2.49732798e-01
7.57795780e-02 -1.91369087e-01]
[ -7.64377019e-02 -5.87752735e-02 2.72319303e-01 8.82789663e-02
1.48461455e-01 -5.79814379e-02 -1.04569395e-01 1.19851827e-01
6.45638235e-02 2.30054346e-02]
[ 5.86994010e-02 -2.30095845e-02 8.88259936e-02 9.15637323e-02
4.79905339e-02 -1.79512856e-02 2.26961499e-01 1.20803730e-01
-2.61677659e-02 -6.04233519e-02]
[ 1.19297409e-02 -1.45509035e-01 -2.89577399e-01 -4.59837974e-02
1.58841626e-01 -9.28210751e-02 1.55724346e-01 1.64027616e-01
1.12414171e-01 -2.52828077e-02]
[ 5.07724110e-02 -1.01139027e-02 -1.16076777e-01 4.61187427e-02
-9.64408110e-02 3.21481082e-01 2.58583556e-01 2.05147320e-01
-1.59137780e-01 -5.93433125e-02]
[ -4.50092133e-03 -3.05891897e-02 1.19716666e-01 9.59236388e-02
2.43176217e-02 1.08308202e-01 -1.08577762e-01 -4.23322082e-02
2.05388517e-01 6.76732771e-02]
[ 1.12664577e-01 8.45328447e-02 -4.46838384e-02 -9.53064357e-02
-1.07990284e-01 -3.31257717e-01 1.05872449e-01 8.90955520e-03
1.45492421e-01 9.33870403e-02]
[ -1.00726789e-01 -1.01120732e-02 -1.58899030e-02 2.16467335e-02
9.49272105e-03 -2.03483302e-01 -8.13147096e-02 -1.99843824e-02
1.52245901e-02 1.26641065e-01]
[ -1.48815909e-01 -9.29663411e-02 -1.98950369e-01 -8.00085833e-03
-2.65087261e-01 -3.29506615e-03 1.31018824e-02 -2.40966685e-02
-4.43942522e-04 5.61120012e-02]
[ -3.12708471e-02 -9.55081244e-02 -7.51922839e-02 -1.28416855e-01
5.35034739e-01 2.76377147e-01 5.67555764e-01 1.12949550e-01
-1.82828262e-01 -3.78377456e-01]
[ -1.60435546e-02 -3.89289777e-01 -2.99194790e-02 -7.25715428e-02
6.58031995e-01 1.00725388e-01 5.23333927e-01 9.14869450e-02
3.00255545e-02 -3.83177211e-01]
[ 1.17834847e-02 -4.44458264e-01 -4.29880746e-02 -1.06380874e-01
6.73285606e-01 2.32818621e-02 4.92016053e-01 4.87871268e-02
-3.62867654e-01 -2.17740200e-01]
[ -1.67792510e-01 -5.87566519e-01 -8.39163854e-03 -2.00090314e-01
7.59552334e-01 -9.16895973e-02 6.15230967e-01 -8.25821616e-02
-6.52679103e-02 8.58666803e-02]
[ -2.91670486e-01 -3.99559184e-01 5.62775179e-02 -4.58378411e-02
9.12299540e-01 1.41694156e-01 4.17839544e-01 4.77566348e-02
-8.75977708e-02 -1.34749494e-01]
[ -2.05408903e-01 -3.05034949e-01 2.50957554e-01 -2.44558232e-01
6.67590249e-01 -4.39811763e-02 6.88818074e-01 1.30032471e-02
-2.58139761e-01 -2.95771963e-02]
[ -1.29079786e-01 -2.22013102e-01 -1.80374122e-01 -9.99914436e-02
4.85679479e-01 -2.30527850e-01 1.76867197e-01 1.69114924e-01
-8.27139912e-03 -1.17656933e-01]
[ 1.18039829e-01 2.58477888e-01 1.66998622e-01 -8.12992469e-02
-1.07875454e-01 4.70119038e-02 -1.66197876e-01 2.83817161e-01
8.26248656e-02 1.87461529e-01]
[ 3.42547339e-01 3.04906657e-01 -8.61443514e-02 3.03641410e-01
-8.58547785e-01 -2.84754578e-01 -4.60161395e-01 1.76637061e-01
3.75256835e-01 -4.33407132e-02]
[ 4.32401649e-02 1.27770702e-01 2.51300824e-01 2.44314795e-01
-4.29225322e-02 -1.94294530e-01 -1.69089063e-01 -1.33358594e-01
-1.44034046e-01 -2.94772341e-01]
[ 2.62839246e-02 -5.55937174e-02 -1.17122457e-01 -5.01268982e-02
2.27298575e-01 3.95476624e-02 -1.27542066e-02 -1.84281127e-01
3.71282699e-02 2.11761268e-01]
[ 2.82944247e-03 -4.81747652e-02 -6.61355061e-02 -4.87371143e-02
-2.77821947e-02 -1.77693091e-01 8.21524547e-02 1.02155809e-02
3.88676607e-02 7.81403549e-03]
[ 2.68960785e-02 6.63811802e-02 2.43323619e-01 7.09206852e-02
-2.19149681e-01 -1.33947408e-01 1.15866846e-01 3.93899835e-02
-1.88046484e-01 1.04437243e-01]
[ 7.38496421e-02 3.83006520e-02 1.08584540e-01 1.06266771e-02
-2.50261140e-01 6.78724591e-02 5.82518545e-02 -2.70579067e-01
-1.49346367e-02 -8.57973986e-02]
[ -1.28748491e-02 8.89561038e-02 8.39623134e-02 -3.24345410e-02
-3.34435648e-02 1.81478979e-01 1.02636045e-01 1.18290204e-01
-2.34563586e-02 1.70430287e-01]
[ 2.17272430e-01 5.96650744e-02 2.69433347e-02 7.58707551e-02
5.53495739e-02 -2.16245548e-02 -1.55139877e-01 1.48040543e-01
-5.85180176e-02 -2.49369957e-02]
[ 4.51560440e-02 -3.29109776e-04 1.81955173e-02 4.55368013e-02
-4.22568992e-01 -1.24139179e-01 -2.12681313e-01 4.15414718e-02
1.22486317e-01 1.97322919e-01]
[ 5.02394853e-02 5.22077577e-01 1.24586053e-01 4.22929209e-01
-1.13345620e+00 -3.06043426e-01 -6.12290974e-01 -7.18216011e-02
2.93544622e-01 3.37541529e-01]
[ 1.80389050e-01 5.04030943e-01 6.67629439e-02 4.26868143e-01
-9.01846237e-01 -8.46648678e-02 -4.45122156e-01 1.51319695e-01
2.10961244e-01 4.86022099e-01]
[ 2.56254754e-01 3.04672933e-01 2.46412379e-01 1.47148571e-01
-4.20789631e-01 8.04528492e-02 -2.13370807e-01 1.62655747e-01
2.38956478e-01 7.75770623e-02]
[ -7.15890596e-02 2.24435279e-01 2.42514438e-01 1.96975046e-02
-4.66888381e-02 1.29842259e-01 -1.04212201e-01 -1.49037334e-02
-3.03583545e-02 5.35366347e-02]
[ -9.58379803e-02 3.50306895e-04 2.60000945e-02 9.71409516e-02
-6.15785926e-02 1.14852300e-01 2.48476509e-01 2.04542337e-02
-2.71825654e-01 -8.95337848e-02]
[ -2.22539909e-01 -3.22820366e-02 -9.43274146e-02 -3.47497205e-01
1.91982020e-01 1.20562441e-01 1.10008005e-01 1.03218719e-01
-2.09869762e-01 2.89125385e-02]
[ 1.16115261e-02 -3.83007410e-01 -1.26821613e-01 -1.59856709e-01
3.67488364e-01 2.54750922e-02 1.78312783e-01 1.52644734e-01
-1.63889748e-01 -2.20080981e-01]
[ 1.35444028e-01 -2.04492529e-01 -1.44882728e-01 -2.99611421e-04
5.94438786e-02 -5.65740990e-02 4.45178163e-02 -1.50569034e-01
1.31786766e-01 -1.25476184e-01]
[ -1.19371590e-01 8.62727668e-02 2.61642523e-01 -1.33490334e-02
1.65103097e-01 8.33327317e-02 3.37645381e-02 -2.97917912e-01
-1.15717566e-01 -6.18121367e-02]
[ -3.54336730e-01 3.11828569e-02 1.08227911e-02 -3.68048779e-02
1.78334534e-01 -1.70278269e-01 1.14564915e-02 2.33927316e-01
-9.48726031e-02 6.53775889e-02]
[ 1.47296576e-01 4.11906573e-02 -2.34321456e-01 -8.24115880e-02
1.06950581e-01 -2.97054636e-01 5.30747649e-02 -1.67605530e-01
1.81495951e-03 -1.87506180e-01]
[ 2.09809466e-01 -1.79391000e-01 6.30502839e-02 -2.50710808e-02
9.55935226e-02 -3.40220603e-02 3.20815581e-02 -1.36894772e-01
1.11010695e-01 -1.82510441e-01]
[ -1.06029858e-01 -6.58157863e-02 1.20948979e-01 1.07603036e-01
4.96228503e-02 -1.12957798e-01 2.55519365e-01 -7.78794227e-02
1.83383112e-01 -5.30863643e-03]
[ -5.67061061e-03 -1.88721301e-01 1.99946350e-01 -2.49558630e-01
-1.69740745e-02 1.16768436e-01 7.37916262e-02 -1.16930845e-01
2.03142857e-02 2.18231480e-01]]
[[ 0.62894171]
[ 1.59618567]
[ 0.27327652]
[ 0.87838431]
[-2.66550281]
[-0.25648954]
[-1.59238804]
[ 0.06993417]
[ 0.70010025]
[ 0.89965096]]
Progress: 32.0% ... Training loss: 0.284 ... Validation loss: 0.457[[ 1.59605133e-01 1.96388523e-01 -1.07184644e-01 1.06504335e-01
-5.25605240e-01 -7.03472014e-02 -4.49949335e-02 1.22078704e-01
-6.23565306e-02 1.82375191e-01]
[ 1.62832857e-02 1.59827201e-01 -1.84662823e-02 4.77661177e-02
8.07250695e-02 -7.29344618e-03 3.05093391e-01 4.15040606e-02
1.43605241e-01 -2.50272785e-02]
[ 1.75634185e-01 6.24891187e-01 8.84666748e-03 -3.14357327e-02
4.27706723e-01 -2.26971037e-02 -7.00208875e-01 -4.01070362e-02
5.08302132e-02 2.69641447e-01]
[ 4.12719868e-03 -3.29948576e-01 -2.20726014e-01 8.75872981e-02
-1.05838224e-02 1.50015453e-01 1.55742456e-01 5.82123735e-02
5.91161549e-02 1.95467585e-01]
[ -1.65879662e-02 1.19721494e-01 -1.47927811e-01 3.97453434e-02
4.12546110e-02 -1.80587809e-01 6.39222915e-02 -1.18610055e-01
-1.91504634e-01 -2.66437607e-02]
[ -3.73357530e-01 -5.60118621e-01 -2.92519776e-01 1.65979689e-01
5.45708145e-02 3.99340598e-02 2.50763452e-01 -3.67191253e-02
-1.09100170e-02 -3.94823382e-04]
[ -8.45114158e-03 -2.16294788e-01 7.60715158e-03 8.39593907e-02
8.07873451e-03 -6.94156158e-02 1.88158671e-01 -1.90987968e-01
1.87347388e-01 2.39897080e-02]
[ 1.10621802e-01 -2.50274842e-01 3.38024176e-02 -7.11653949e-02
8.26632070e-02 -4.69020465e-02 8.33333503e-02 1.20029538e-01
7.90072688e-02 -2.64885493e-02]
[ -1.73139456e-01 -1.23712139e-01 -3.03655837e-01 -2.14684889e-02
-3.16783823e-03 6.92482725e-02 -1.65528425e-01 -2.88670149e-02
2.61645612e-01 -1.31281721e-01]
[ 6.37896852e-02 -3.66620570e-01 9.35155548e-02 4.38368354e-02
-2.17661668e-02 -1.20217073e-01 1.58176223e-01 -1.02241498e-01
3.00854440e-02 1.17088942e-01]
[ -8.92333582e-02 -4.17669283e-02 -2.16081046e-03 -1.55049306e-01
2.62170148e-02 2.15622440e-02 1.80239856e-01 -1.03363325e-01
-2.08906908e-02 -1.35417981e-01]
[ -1.25066785e-01 -1.45758653e-01 -7.34132478e-02 -1.44168342e-02
4.03755296e-01 1.04346716e-01 1.05168182e-01 -1.69749484e-02
-1.78636038e-01 -2.23746753e-01]
[ -1.56972545e-01 4.36118012e-03 6.19163683e-02 2.17009197e-02
-1.72289853e-01 -2.19720223e-01 -1.77935935e-01 -1.97016874e-01
8.69521554e-02 1.74036760e-01]
[ -2.54356726e-01 -2.86870229e-01 1.06362859e-01 2.44611202e-01
-9.76670430e-02 -7.39765986e-02 2.55662915e-02 -2.57820275e-01
-2.41949648e-01 -4.71879498e-02]
[ 1.10856423e-01 -1.43517076e-01 -1.87805062e-02 1.26934248e-01
-4.18052683e-02 -8.97165848e-02 1.99045371e-01 3.90672487e-03
3.39824327e-02 1.53385726e-02]
[ 3.49765317e-02 -9.08694153e-02 -2.11931298e-01 1.47799379e-01
-3.47406775e-02 8.53356790e-02 -4.47300987e-02 -2.00818129e-02
-9.29677786e-02 -7.89946475e-03]
[ -1.17198958e-01 -6.27756525e-02 -2.00953016e-01 1.61806040e-01
-1.44203034e-02 1.32405217e-01 1.03769425e-03 -2.49869909e-01
7.43015356e-02 -1.93327631e-01]
[ -7.63872390e-02 -5.84064276e-02 2.72327822e-01 8.83728413e-02
1.47744015e-01 -5.80149415e-02 -1.04816257e-01 1.19863845e-01
6.46009118e-02 2.31350465e-02]
[ 5.88024586e-02 -2.28224907e-02 8.89069654e-02 9.17528922e-02
4.75702207e-02 -1.80123673e-02 2.26754146e-01 1.20823760e-01
-2.59886566e-02 -6.02021545e-02]
[ 1.10116839e-02 -1.47732422e-01 -2.89998001e-01 -4.73245495e-02
1.62508570e-01 -9.24390781e-02 1.57710474e-01 1.63918267e-01
1.11344885e-01 -2.66065026e-02]
[ 4.90319831e-02 -1.53282990e-02 -1.16926604e-01 4.33671975e-02
-8.94631078e-02 3.22289588e-01 2.63659438e-01 2.04933584e-01
-1.61273315e-01 -6.19205951e-02]
[ -3.44454828e-03 -2.78079528e-02 1.20168165e-01 9.73475577e-02
2.03172456e-02 1.07921441e-01 -1.11118599e-01 -4.22136817e-02
2.06529216e-01 6.90914267e-02]
[ 1.12036283e-01 8.30039796e-02 -4.49406252e-02 -9.61833514e-02
-1.05919583e-01 -3.31011466e-01 1.07494105e-01 8.84004007e-03
1.44840799e-01 9.25199191e-02]
[ -1.00807641e-01 -1.02475410e-02 -1.59210345e-02 2.15295375e-02
9.87946492e-03 -2.03446549e-01 -8.11148392e-02 -1.99934285e-02
1.51337130e-02 1.26533619e-01]
[ -1.48899894e-01 -9.32164331e-02 -1.98975205e-01 -8.13249737e-03
-2.64678884e-01 -3.25782102e-03 1.33261538e-02 -2.41062484e-02
-5.40279639e-04 5.59794364e-02]
[ -3.09390947e-02 -9.51138301e-02 -7.50578917e-02 -1.27980420e-01
5.33751618e-01 2.76277045e-01 5.67048805e-01 1.12984397e-01
-1.82508717e-01 -3.77962439e-01]
[ -1.59052571e-02 -3.89192568e-01 -2.98511215e-02 -7.23599226e-02
6.57353048e-01 1.00663714e-01 5.23184607e-01 9.15040557e-02
3.02032097e-02 -3.82981423e-01]
[ 1.18113974e-02 -4.44418899e-01 -4.29767393e-02 -1.06341554e-01
6.73169835e-01 2.32708332e-02 4.91963664e-01 4.87902369e-02
-3.62836261e-01 -2.17701913e-01]
[ -1.67809897e-01 -5.87881188e-01 -8.38669315e-03 -2.00074922e-01
7.59544222e-01 -9.16883942e-02 6.15688463e-01 -8.25811400e-02
-6.51893895e-02 8.59396943e-02]
[ -2.91548821e-01 -3.99500083e-01 5.63369245e-02 -4.56289846e-02
9.11687747e-01 1.41627654e-01 4.17707518e-01 4.77739072e-02
-8.74325361e-02 -1.34534606e-01]
[ -2.05447574e-01 -3.05080021e-01 2.50943534e-01 -2.44587739e-01
6.67694922e-01 -4.39730417e-02 6.88949823e-01 1.30005447e-02
-2.58162907e-01 -2.96074779e-02]
[ -1.29113820e-01 -2.22100293e-01 -1.80378605e-01 -1.00035994e-01
4.85859095e-01 -2.30517243e-01 1.76915594e-01 1.69111399e-01
-8.30325121e-03 -1.17691902e-01]
[ 1.17549666e-01 2.57047561e-01 1.66763135e-01 -8.20299620e-02
-1.05544903e-01 4.72327093e-02 -1.64727933e-01 2.83760213e-01
8.20151548e-02 1.86797693e-01]
[ 3.40752788e-01 3.00045533e-01 -8.69889371e-02 3.00901336e-01
-8.53070867e-01 -2.83959486e-01 -4.55255993e-01 1.76428024e-01
3.73176636e-01 -4.59008156e-02]
[ 4.26138922e-02 1.26407484e-01 2.51036410e-01 2.43448660e-01
-4.05331559e-02 -1.94047984e-01 -1.67682375e-01 -1.33427520e-01
-1.44723324e-01 -2.95634035e-01]
[ 2.66500485e-02 -5.44745136e-02 -1.16944811e-01 -4.95664550e-02
2.25632566e-01 3.93897332e-02 -1.38187768e-02 -1.84238396e-01
3.75607576e-02 2.12268346e-01]
[ 3.37156483e-03 -4.67286013e-02 -6.59530515e-02 -4.79947124e-02
-2.99950315e-02 -1.77909695e-01 8.07688409e-02 1.02744223e-02
3.94335017e-02 8.50695088e-03]
[ 2.65260476e-02 6.54530442e-02 2.43141219e-01 7.03108445e-02
-2.17687059e-01 -1.33790249e-01 1.16625649e-01 3.93415281e-02
-1.88474849e-01 1.03848902e-01]
[ 7.34083065e-02 3.74467608e-02 1.08388291e-01 9.97964174e-03
-2.48387710e-01 6.80454251e-02 5.90851064e-02 -2.70630962e-01
-1.54465959e-02 -8.64333243e-02]
[ -1.28771141e-02 8.89508875e-02 8.39613134e-02 -3.24377578e-02
-3.34341663e-02 1.81479919e-01 1.02641710e-01 1.18289954e-01
-2.34588066e-02 1.70426990e-01]
[ 2.16749409e-01 5.86486606e-02 2.67440816e-02 7.52049194e-02
5.72074401e-02 -2.14426426e-02 -1.53971009e-01 1.48000218e-01
-5.90641578e-02 -2.55008782e-02]
[ 4.51726697e-02 -2.84985846e-04 1.82030524e-02 4.55611542e-02
-4.22642502e-01 -1.24146300e-01 -2.12721397e-01 4.15434134e-02
1.22503748e-01 1.97347351e-01]
[ 5.09114316e-02 5.23535234e-01 1.24888604e-01 4.23836397e-01
-1.13582271e+00 -3.06284198e-01 -6.13665082e-01 -7.17435303e-02
2.94273887e-01 3.38429747e-01]
[ 1.79383562e-01 5.01334880e-01 6.63462902e-02 4.25586245e-01
-8.98991751e-01 -8.42905520e-02 -4.42496664e-01 1.51213082e-01
2.09931255e-01 4.84610033e-01]
[ 2.55566096e-01 3.03107519e-01 2.46097257e-01 1.46112580e-01
-4.17777925e-01 8.07603393e-02 -2.11819607e-01 1.62571658e-01
2.38128318e-01 7.65631996e-02]
[ -7.21252017e-02 2.23121386e-01 2.42293087e-01 1.89328521e-02
-4.45378072e-02 1.30067374e-01 -1.02969791e-01 -1.49640436e-02
-3.09570032e-02 5.27522217e-02]
[ -9.56242805e-02 8.71953564e-04 2.61006920e-02 9.74611490e-02
-6.25152882e-02 1.14756544e-01 2.47920874e-01 2.04800588e-02
-2.71566736e-01 -8.91997255e-02]
[ -2.22865933e-01 -3.30108286e-02 -9.44646061e-02 -3.47922537e-01
1.93137909e-01 1.20686470e-01 1.10828311e-01 1.03191190e-01
-2.10202885e-01 2.84794864e-02]
[ 1.11924233e-02 -3.84154224e-01 -1.27010144e-01 -1.60453102e-01
3.69189291e-01 2.56494345e-02 1.79500114e-01 1.52598359e-01
-1.64367121e-01 -2.20686465e-01]
[ 1.35056831e-01 -2.05663549e-01 -1.45049932e-01 -7.40648857e-04
5.96919878e-02 -5.64249749e-02 4.58409379e-02 -1.50605558e-01
1.31379200e-01 -1.25886757e-01]
[ -1.20152189e-01 8.43873595e-02 2.61325467e-01 -1.44044562e-02
1.67766160e-01 8.36281667e-02 3.58359091e-02 -2.97984696e-01
-1.16551987e-01 -6.29504976e-02]
[ -3.55388517e-01 2.86998293e-02 1.03696288e-02 -3.82564942e-02
1.82431811e-01 -1.69896416e-01 1.38502079e-02 2.33811906e-01
-9.59868654e-02 6.39453476e-02]
[ 1.46903793e-01 4.00200373e-02 -2.34484101e-01 -8.30212745e-02
1.08584758e-01 -2.96858748e-01 5.41537809e-02 -1.67650305e-01
1.40336553e-03 -1.88063584e-01]
[ 2.09342338e-01 -1.80384641e-01 6.29056989e-02 -2.56626412e-02
9.73052684e-02 -3.38704333e-02 3.33302876e-02 -1.36929912e-01
1.10615255e-01 -1.82991450e-01]
[ -1.06283721e-01 -6.62745812e-02 1.20850649e-01 1.07309696e-01
5.06622162e-02 -1.12858431e-01 2.56095818e-01 -7.79059423e-02
1.83081792e-01 -5.73156603e-03]
[ -7.22025290e-03 -1.93736256e-01 1.99117814e-01 -2.52090933e-01
-1.17626237e-02 1.17538311e-01 7.84535186e-02 -1.17131901e-01
1.83647888e-02 2.15866487e-01]]
[[ 0.61048151]
[ 1.57865674]
[ 0.25672592]
[ 0.86102964]
[-2.67752551]
[-0.26985738]
[-1.60713046]
[ 0.05418712]
[ 0.6834394 ]
[ 0.88301555]]
Progress: 32.1% ... Training loss: 0.286 ... Validation loss: 0.457[[ 1.62139990e-01 2.02072555e-01 -1.06053417e-01 1.10128520e-01
-5.34718281e-01 -7.14700774e-02 -5.14421100e-02 1.22320906e-01
-5.93090923e-02 1.86475284e-01]
[ 1.60496776e-02 1.59055389e-01 -1.85632649e-02 4.74199273e-02
8.17496707e-02 -7.18673223e-03 3.05869259e-01 4.14822489e-02
1.43350580e-01 -2.53388960e-02]
[ 1.75983154e-01 6.27808940e-01 8.93070954e-03 -3.12310296e-02
4.26516094e-01 -2.26446761e-02 -7.02304437e-01 -4.01009269e-02
5.09656316e-02 2.69893101e-01]
[ 6.12908341e-03 -3.26501522e-01 -2.19883531e-01 9.04026585e-02
-1.76896106e-02 1.49171414e-01 1.51571817e-01 5.83899915e-02
6.14781435e-02 1.98741973e-01]
[ -1.87894977e-02 1.15946305e-01 -1.48962068e-01 3.67820609e-02
4.75674336e-02 -1.79628241e-01 6.86823335e-02 -1.18811202e-01
-1.94105701e-01 -3.01699888e-02]
[ -3.72535746e-01 -5.59958367e-01 -2.92140404e-01 1.67277109e-01
5.16610843e-02 3.94635442e-02 2.49506797e-01 -3.66302744e-02
-9.86219795e-03 1.00905871e-03]
[ -8.12045681e-03 -2.15549781e-01 7.78789267e-03 8.44680248e-02
7.08614131e-03 -6.96101536e-02 1.86918789e-01 -1.90941736e-01
1.87803517e-01 2.45994647e-02]
[ 1.11529071e-01 -2.48263970e-01 3.41764762e-02 -6.98921134e-02
7.82735344e-02 -4.72537212e-02 8.13334685e-02 1.20102976e-01
8.01117531e-02 -2.50809601e-02]
[ -1.73327728e-01 -1.23965508e-01 -3.03725025e-01 -2.16646327e-02
-3.14530542e-03 6.93118650e-02 -1.64916864e-01 -2.88813944e-02
2.61523124e-01 -1.31566042e-01]
[ 6.45000138e-02 -3.65570026e-01 9.38860180e-02 4.49206619e-02
-2.43969427e-02 -1.20663385e-01 1.56431893e-01 -1.02157328e-01
3.11988615e-02 1.18397456e-01]
[ -8.82925095e-02 -4.00386578e-02 -1.76555135e-03 -1.53677166e-01
2.16587305e-02 2.11700361e-02 1.78210770e-01 -1.03276322e-01
-1.97843995e-02 -1.33945342e-01]
[ -1.24846497e-01 -1.45874703e-01 -7.33139856e-02 -1.39896083e-02
4.02674893e-01 1.04232100e-01 1.05056740e-01 -1.69519809e-02
-1.78369802e-01 -2.23390999e-01]
[ -1.56972545e-01 4.36118012e-03 6.19163683e-02 2.17009197e-02
-1.72289853e-01 -2.19720223e-01 -1.77935935e-01 -1.97016874e-01
8.69521554e-02 1.74036760e-01]
[ -2.54073933e-01 -2.86538025e-01 1.06500949e-01 2.45050172e-01
-9.87103516e-02 -7.41326238e-02 2.48849900e-02 -2.57788581e-01
-2.41563092e-01 -4.67518130e-02]
[ 1.11058330e-01 -1.44019088e-01 -1.86753117e-02 1.27243345e-01
-4.23735584e-02 -8.98472561e-02 1.99241471e-01 3.92825584e-03
3.42621801e-02 1.57198843e-02]
[ 3.52784230e-02 -9.05940297e-02 -2.11810823e-01 1.48243945e-01
-3.51313547e-02 8.51789893e-02 -4.55591584e-02 -2.00482100e-02
-9.26076057e-02 -7.36612173e-03]
[ -1.17928264e-01 -6.46175902e-02 -2.01266512e-01 1.60771203e-01
-1.11951376e-02 1.32712017e-01 2.87658458e-03 -2.49928699e-01
7.34879917e-02 -1.94354087e-01]
[ -7.63772512e-02 -5.84320219e-02 2.72341772e-01 8.83836644e-02
1.47711192e-01 -5.80267537e-02 -1.04894042e-01 1.19864590e-01
6.46004504e-02 2.31602458e-02]
[ 6.00259630e-02 -1.93864947e-02 8.94514841e-02 9.35883903e-02
4.21172262e-02 -1.85879842e-02 2.23253406e-01 1.20942377e-01
-2.45322085e-02 -5.83218353e-02]
[ 1.10231303e-02 -1.48441511e-01 -2.90020105e-01 -4.74074094e-02
1.62464167e-01 -9.23760475e-02 1.58358659e-01 1.63908753e-01
1.11314445e-01 -2.66512176e-02]
[ 4.97498961e-02 -1.32778933e-02 -1.16592449e-01 4.44744424e-02
-9.29712614e-02 3.21938219e-01 2.61468240e-01 2.04999647e-01
-1.60395201e-01 -6.08241095e-02]
[ -3.54834334e-03 -2.81932275e-02 1.20121116e-01 9.72041293e-02
2.05507407e-02 1.07989950e-01 -1.10694950e-01 -4.22226651e-02
2.06461728e-01 6.90305011e-02]
[ 1.12290912e-01 8.37346813e-02 -4.48401378e-02 -9.58379279e-02
-1.07004505e-01 -3.31124804e-01 1.06831994e-01 8.86310100e-03
1.45093451e-01 9.28580179e-02]
[ -1.00953354e-01 -1.06206403e-02 -1.59727422e-02 2.13762239e-02
9.92846802e-03 -2.03394291e-01 -8.06002159e-02 -2.00052481e-02
1.50687100e-02 1.26310940e-01]
[ -1.49053686e-01 -9.35413540e-02 -1.99032736e-01 -8.32648937e-03
-2.64330440e-01 -3.20603240e-03 1.37620415e-02 -2.41183152e-02
-6.91089176e-04 5.57802244e-02]
[ -3.10487932e-02 -9.53942373e-02 -7.51044277e-02 -1.28136905e-01
5.34262183e-01 2.76326419e-01 5.67310052e-01 1.12975000e-01
-1.82629958e-01 -3.78103729e-01]
[ -1.56579147e-02 -3.88855869e-01 -2.97400155e-02 -7.19949745e-02
6.56193633e-01 1.00550024e-01 5.22783431e-01 9.15271114e-02
3.04972749e-02 -3.82642879e-01]
[ 1.18085227e-02 -4.44546776e-01 -4.29809025e-02 -1.06356579e-01
6.73185254e-01 2.32764889e-02 4.92110737e-01 4.87891567e-02
-3.62857266e-01 -2.17719843e-01]
[ -1.67256269e-01 -5.87356434e-01 -8.13302556e-03 -1.99191246e-01
7.57066974e-01 -9.19630123e-02 6.14953279e-01 -8.25261092e-02
-6.44925396e-02 8.68537801e-02]
[ -2.91797770e-01 -4.00064840e-01 5.62412805e-02 -4.59679722e-02
9.12731752e-01 1.41729544e-01 4.18321160e-01 4.77530692e-02
-8.76846634e-02 -1.34822510e-01]
[ -2.05445374e-01 -3.05075331e-01 2.50947205e-01 -2.44578043e-01
6.67634930e-01 -4.39749377e-02 6.88968521e-01 1.30011767e-02
-2.58155658e-01 -2.95992528e-02]
[ -1.28953451e-01 -2.21812804e-01 -1.80306659e-01 -9.97731591e-02
4.85174748e-01 -2.30601711e-01 1.76629667e-01 1.69128989e-01
-8.09274060e-03 -1.17416203e-01]
[ 1.17453484e-01 2.56783647e-01 1.66741093e-01 -8.21400827e-02
-1.05347814e-01 4.72637818e-02 -1.64544469e-01 2.83752592e-01
8.19637650e-02 1.86734692e-01]
[ 3.42442506e-01 3.03118138e-01 -8.63363095e-02 3.03024932e-01
-8.57758419e-01 -2.84665826e-01 -4.59172916e-01 1.76573445e-01
3.75139113e-01 -4.35451824e-02]
[ 4.29752118e-02 1.27054397e-01 2.51190377e-01 2.43961503e-01
-4.22118436e-02 -1.94214399e-01 -1.68524800e-01 -1.33394809e-01
-1.44320730e-01 -2.95130552e-01]
[ 2.69509646e-02 -5.37691760e-02 -1.16818243e-01 -4.91420361e-02
2.24371906e-01 3.92572037e-02 -1.45857626e-02 -1.84213338e-01
3.78851932e-02 2.12703624e-01]
[ 3.55206725e-03 -4.59529993e-02 -6.58721731e-02 -4.77286504e-02
-3.09842559e-02 -1.77999213e-01 8.01778777e-02 1.02917890e-02
3.96298177e-02 8.75834558e-03]
[ 2.66559392e-02 6.58712421e-02 2.43194764e-01 7.05385935e-02
-2.18322225e-01 -1.33865750e-01 1.16247586e-01 3.93591117e-02
-1.88295517e-01 1.04076381e-01]
[ 7.31634583e-02 3.68332800e-02 1.08276800e-01 9.57393804e-03
-2.47128429e-01 6.81726549e-02 5.97286772e-02 -2.70656220e-01
-1.57661963e-02 -8.68438724e-02]
[ -1.31585223e-02 8.83338305e-02 8.38328364e-02 -3.28546070e-02
-3.21935580e-02 1.81598290e-01 1.03322573e-01 1.18266910e-01
-2.38099800e-02 1.69984345e-01]
[ 2.16460561e-01 5.78045660e-02 2.66197371e-02 7.47429846e-02
5.83785777e-02 -2.13019413e-02 -1.53222451e-01 1.47971776e-01
-5.94187831e-02 -2.59716087e-02]
[ 4.51850189e-02 -2.66339827e-04 1.82155347e-02 4.55848518e-02
-4.22685295e-01 -1.24164645e-01 -2.12759404e-01 4.15461540e-02
1.22499743e-01 1.97364479e-01]
[ 5.10035279e-02 5.23211036e-01 1.24916122e-01 4.23968041e-01
-1.13659485e+00 -3.06322114e-01 -6.13446067e-01 -7.17374426e-02
2.94346686e-01 3.38486815e-01]
[ 1.78868992e-01 5.00508430e-01 6.61492885e-02 4.24928858e-01
-8.97425832e-01 -8.40546632e-02 -4.41639352e-01 1.51167953e-01
2.09351074e-01 4.83992340e-01]
[ 2.55463235e-01 3.03328567e-01 2.46111452e-01 1.46202767e-01
-4.18261915e-01 8.07397180e-02 -2.12073009e-01 1.62576216e-01
2.38208447e-01 7.66709741e-02]
[ -7.24113405e-02 2.22459671e-01 2.42174470e-01 1.85282233e-02
-4.32992162e-02 1.30192346e-01 -1.02261911e-01 -1.49891197e-02
-3.12749219e-02 5.23346014e-02]
[ -9.55929470e-02 1.11930063e-03 2.61156407e-02 9.75013414e-02
-6.26652365e-02 1.14744155e-01 2.47787058e-01 2.04806597e-02
-2.71535704e-01 -8.91760007e-02]
[ -2.22595235e-01 -3.24160404e-02 -9.43345912e-02 -3.47481186e-01
1.91758582e-01 1.20546002e-01 1.10200369e-01 1.03218968e-01
-2.09848385e-01 2.89230045e-02]
[ 1.12079020e-02 -3.84221623e-01 -1.27003979e-01 -1.60405682e-01
3.69137709e-01 2.56358567e-02 1.79504745e-01 1.52602172e-01
-1.64320199e-01 -2.20639232e-01]
[ 1.34930897e-01 -2.05817147e-01 -1.45125456e-01 -8.40230670e-04
5.96161861e-02 -5.63774074e-02 4.58684757e-02 -1.50618766e-01
1.31258309e-01 -1.26079495e-01]
[ -1.20077850e-01 8.33989647e-02 2.61397810e-01 -1.43620249e-02
1.68620150e-01 8.35717807e-02 3.63805021e-02 -2.97971546e-01
-1.16382988e-01 -6.27698027e-02]
[ -3.53741490e-01 3.18492622e-02 1.10711526e-02 -3.59010353e-02
1.76044309e-01 -1.70588556e-01 1.03000307e-02 2.33959734e-01
-9.40714479e-02 6.63137355e-02]
[ 1.47742166e-01 4.18712808e-02 -2.34113519e-01 -8.17279878e-02
1.05166761e-01 -2.97341290e-01 5.16020226e-02 -1.67559160e-01
2.44751302e-03 -1.86678625e-01]
[ 2.09542520e-01 -1.79990997e-01 6.29920828e-02 -2.54136873e-02
9.65694133e-02 -3.39428530e-02 3.27516662e-02 -1.36910165e-01
1.10856953e-01 -1.82703414e-01]
[ -1.06395687e-01 -6.63830029e-02 1.20818442e-01 1.07307802e-01
5.01526403e-02 -1.12844783e-01 2.56666727e-01 -7.79127544e-02
1.83049000e-01 -5.85034003e-03]
[ -7.87080822e-03 -1.95217396e-01 1.98859695e-01 -2.53046397e-01
-9.75934489e-03 1.17827448e-01 8.01061770e-02 -1.17189608e-01
1.76341533e-02 2.15092829e-01]]
[[ 0.61826187]
[ 1.58441464]
[ 0.26242422]
[ 0.86938761]
[-2.67211156]
[-0.26417796]
[-1.59880365]
[ 0.06356502]
[ 0.69134022]
[ 0.89086154]]
Progress: 32.1% ... Training loss: 0.282 ... Validation loss: 0.458[[ 1.60151317e-01 1.97787577e-01 -1.06900145e-01 1.07468989e-01
-5.28301151e-01 -7.05898983e-02 -4.61309192e-02 1.22116135e-01
-6.14887740e-02 1.83475274e-01]
[ 1.61261500e-02 1.59261753e-01 -1.85307429e-02 4.75238987e-02
8.16601285e-02 -7.21595350e-03 3.05683213e-01 4.14886387e-02
1.43427134e-01 -2.52346900e-02]
[ 1.77512571e-01 6.31163452e-01 9.59094271e-03 -2.92334968e-02
4.22222457e-01 -2.32697346e-02 -7.05980418e-01 -3.99372965e-02
5.27243395e-02 2.71757081e-01]
[ 5.33476039e-03 -3.28317880e-01 -2.20102617e-01 8.94579292e-02
-1.34638984e-02 1.49500845e-01 1.53801331e-01 5.83205895e-02
6.06848532e-02 1.97859061e-01]
[ -2.07606275e-02 1.11350676e-01 -1.49644310e-01 3.44511088e-02
5.47190743e-02 -1.78935520e-01 7.26931277e-02 -1.18948835e-01
-1.96036278e-01 -3.31265341e-02]
[ -3.73762442e-01 -5.63236740e-01 -2.92639751e-01 1.65815423e-01
5.46614444e-02 3.99351625e-02 2.52921597e-01 -3.67477103e-02
-1.12217943e-02 -7.13418928e-04]
[ -9.97678020e-03 -2.19959819e-01 6.99971458e-03 8.18031027e-02
1.49455623e-02 -6.88257695e-02 1.91517153e-01 -1.91123535e-01
1.85657373e-01 2.18687188e-02]
[ 1.12896303e-01 -2.44839243e-01 3.47465904e-02 -6.78973757e-02
7.20157967e-02 -4.78260945e-02 7.80846492e-02 1.20250503e-01
8.17391008e-02 -2.32706070e-02]
[ -1.76053737e-01 -1.30600339e-01 -3.04800669e-01 -2.54694848e-02
7.59212564e-03 7.04289563e-02 -1.57936747e-01 -2.91621104e-02
2.58720997e-01 -1.35340700e-01]
[ 6.10134004e-02 -3.73469929e-01 9.24515345e-02 4.01355420e-02
-1.24651440e-02 -1.19260277e-01 1.65171648e-01 -1.02502639e-01
2.75407207e-02 1.13428379e-01]
[ -8.83850239e-02 -4.06409378e-02 -1.76931345e-03 -1.53812378e-01
2.20720456e-02 2.12030772e-02 1.78668929e-01 -1.03283589e-01
-1.98080869e-02 -1.34128558e-01]
[ -1.25709165e-01 -1.48271035e-01 -7.36687951e-02 -1.50059989e-02
4.05669253e-01 1.04596671e-01 1.07603288e-01 -1.70318260e-02
-1.79368494e-01 -2.24656234e-01]
[ -1.56972545e-01 4.36118012e-03 6.19163683e-02 2.17009197e-02
-1.72289853e-01 -2.19720223e-01 -1.77935935e-01 -1.97016874e-01
8.69521554e-02 1.74036760e-01]
[ -2.54446194e-01 -2.87450812e-01 1.06340253e-01 2.44588402e-01
-9.84151213e-02 -7.39796026e-02 2.59434855e-02 -2.57824755e-01
-2.42029367e-01 -4.72970087e-02]
[ 1.10495866e-01 -1.45276712e-01 -1.89275843e-02 1.26459511e-01
-4.01101387e-02 -8.96220254e-02 2.00450973e-01 3.87185403e-03
3.36278717e-02 1.49060904e-02]
[ 3.45639492e-02 -9.24656997e-02 -2.12082652e-01 1.47376991e-01
-3.26720002e-02 8.54693213e-02 -4.35089027e-02 -2.01212751e-02
-9.33884957e-02 -8.40347477e-03]
[ -1.18486886e-01 -6.62201335e-02 -2.01503370e-01 1.60033555e-01
-8.85487977e-03 1.32941270e-01 4.42793655e-03 -2.49975531e-01
7.28460564e-02 -1.95175583e-01]
[ -7.70131637e-02 -5.98153800e-02 2.72074886e-01 8.74355902e-02
1.50602750e-01 -5.77535901e-02 -1.03399184e-01 1.19798023e-01
6.38725815e-02 2.22461557e-02]
[ 6.00511091e-02 -1.90991839e-02 8.94647640e-02 9.36889585e-02
4.14440059e-02 -1.86284808e-02 2.23038558e-01 1.20953013e-01
-2.44610901e-02 -5.82061551e-02]
[ 1.21047644e-02 -1.46066201e-01 -2.89601035e-01 -4.59543769e-02
1.58314834e-01 -9.27870836e-02 1.55876274e-01 1.64017043e-01
1.12468135e-01 -2.52824137e-02]
[ 5.02091153e-02 -1.23060305e-02 -1.16373378e-01 4.51867397e-02
-9.53762463e-02 3.21716956e-01 2.60449501e-01 2.05051329e-01
-1.59815233e-01 -6.01579401e-02]
[ -4.81793889e-03 -3.10289078e-02 1.19575105e-01 9.53819941e-02
2.56162923e-02 1.08543291e-01 -1.07494628e-01 -4.23554146e-02
2.05117071e-01 6.71272854e-02]
[ 1.10256182e-01 7.88639685e-02 -4.56284096e-02 -9.86879466e-02
-9.90192223e-02 -3.30296177e-01 1.12007910e-01 8.65294201e-03
1.42987964e-01 9.00583788e-02]
[ -1.00867672e-01 -1.04876080e-02 -1.59299652e-02 2.15267559e-02
9.56354924e-03 -2.03439311e-01 -8.07874724e-02 -1.99950965e-02
1.51843305e-02 1.26450495e-01]
[ -1.48999104e-01 -9.34730093e-02 -1.98997165e-01 -8.20920732e-03
-2.64699163e-01 -3.24046602e-03 1.36690323e-02 -2.41095496e-02
-5.90583056e-04 5.59072710e-02]
[ -3.13922919e-02 -9.62266546e-02 -7.52538069e-02 -1.28658230e-01
5.35830197e-01 2.76479326e-01 5.68177322e-01 1.12937703e-01
-1.83043123e-01 -3.78638678e-01]
[ -1.59247309e-02 -3.89368272e-01 -2.98555337e-02 -7.23735386e-02
6.57332365e-01 1.00665121e-01 5.23351690e-01 9.14991738e-02
3.02177774e-02 -3.83017145e-01]
[ 1.13507994e-02 -4.45654572e-01 -4.31718788e-02 -1.07013468e-01
6.75099680e-01 2.34729809e-02 4.93370982e-01 4.87412408e-02
-3.63380875e-01 -2.18391863e-01]
[ -1.67455093e-01 -5.87792782e-01 -8.21568773e-03 -1.99450085e-01
7.57814091e-01 -9.18847899e-02 6.15522508e-01 -8.25454262e-02
-6.46863769e-02 8.66510085e-02]
[ -2.91902205e-01 -4.00443788e-01 5.62169230e-02 -4.60499316e-02
9.12776589e-01 1.41754483e-01 4.18653676e-01 4.77461908e-02
-8.77536027e-02 -1.34919768e-01]
[ -2.05268684e-01 -3.04798755e-01 2.51028367e-01 -2.44303748e-01
6.66887519e-01 -4.40591284e-02 6.88685036e-01 1.30210247e-02
-2.57940834e-01 -2.93180076e-02]
[ -1.28694984e-01 -2.21313712e-01 -1.80214514e-01 -9.94068364e-02
4.84196793e-01 -2.30714064e-01 1.76079360e-01 1.69155434e-01
-7.79791605e-03 -1.17054491e-01]
[ 1.16133624e-01 2.53549036e-01 1.66180218e-01 -8.40124539e-02
-1.00068744e-01 4.78312465e-02 -1.61194431e-01 2.83616041e-01
8.05438326e-02 1.84950369e-01]
[ 3.41837540e-01 3.01992634e-01 -8.65751023e-02 3.02208341e-01
-8.56005718e-01 -2.84419637e-01 -4.57776058e-01 1.76509424e-01
3.74515617e-01 -4.44229009e-02]
[ 4.33161799e-02 1.27947422e-01 2.51328096e-01 2.44402704e-01
-4.35920693e-02 -1.94354866e-01 -1.69401881e-01 -1.33363455e-01
-1.43953701e-01 -2.94659174e-01]
[ 2.61170256e-02 -5.59104818e-02 -1.17193810e-01 -5.03801305e-02
2.27679776e-01 3.96182712e-02 -1.24475656e-02 -1.84299391e-01
3.69114770e-02 2.11483268e-01]
[ 3.93687900e-03 -4.50917707e-02 -6.57113873e-02 -4.71627292e-02
-3.27364807e-02 -1.78162569e-01 7.93023113e-02 1.03312708e-02
4.01025640e-02 9.22478083e-03]
[ 2.66807003e-02 6.59167819e-02 2.43215360e-01 7.06005751e-02
-2.18492927e-01 -1.33879021e-01 1.16208291e-01 3.93640510e-02
-1.88246251e-01 1.04129692e-01]
[ 7.26506759e-02 3.57735922e-02 1.08054004e-01 8.80156487e-03
-2.45159125e-01 6.84039540e-02 6.08161152e-02 -2.70708689e-01
-1.63749437e-02 -8.76216481e-02]
[ -1.34290256e-02 8.76816379e-02 8.37188383e-02 -3.32514323e-02
-3.09874382e-02 1.81711472e-01 1.03993266e-01 1.18238094e-01
-2.41206681e-02 1.69593132e-01]
[ 2.16178839e-01 5.72748991e-02 2.65140240e-02 7.43615823e-02
5.95142397e-02 -2.12023387e-02 -1.52659846e-01 1.47944187e-01
-5.96972341e-02 -2.63674691e-02]
[ 4.40023924e-02 -3.21142155e-03 1.77826138e-02 4.39422928e-02
-4.17713037e-01 -1.23691286e-01 -2.09669205e-01 4.14276126e-02
1.21241866e-01 1.95659234e-01]
[ 5.09250315e-02 5.22770222e-01 1.24895612e-01 4.24045354e-01
-1.13753409e+00 -3.06250446e-01 -6.12632943e-01 -7.17342866e-02
2.94170141e-01 3.38162282e-01]
[ 1.78792844e-01 5.00111003e-01 6.60857383e-02 4.24726123e-01
-8.96839326e-01 -8.40064889e-02 -4.41509201e-01 1.51152219e-01
2.09237236e-01 4.83827567e-01]
[ 2.55822812e-01 3.04290531e-01 2.46288798e-01 1.46865217e-01
-4.20243618e-01 8.05379546e-02 -2.13125410e-01 1.62625242e-01
2.38728412e-01 7.72885890e-02]
[ -7.23995813e-02 2.22538637e-01 2.42181351e-01 1.85513186e-02
-4.33421471e-02 1.30184239e-01 -1.02310021e-01 -1.49871346e-02
-3.12569187e-02 5.23558351e-02]
[ -9.50194272e-02 2.55373820e-03 2.63597652e-02 9.83559055e-02
-6.51664701e-02 1.14475092e-01 2.46289776e-01 2.05448176e-02
-2.70872328e-01 -8.83027118e-02]
[ -2.22759590e-01 -3.28093563e-02 -9.44028766e-02 -3.47694369e-01
1.92388996e-01 1.20611540e-01 1.10631406e-01 1.03202677e-01
-2.10016651e-01 2.87076325e-02]
[ 1.13322486e-02 -3.83983449e-01 -1.26951892e-01 -1.60235840e-01
3.68717779e-01 2.55839473e-02 1.79204880e-01 1.52614767e-01
-1.64190147e-01 -2.20464545e-01]
[ 1.33543719e-01 -2.08758252e-01 -1.45716311e-01 -2.80815253e-03
6.47711691e-02 -5.58022821e-02 4.89817341e-02 -1.50765053e-01
1.29853116e-01 -1.28020884e-01]
[ -1.19915680e-01 8.37330478e-02 2.61475499e-01 -1.40868292e-02
1.67822458e-01 8.34873477e-02 3.60209399e-02 -2.97949664e-01
-1.16164257e-01 -6.25413191e-02]
[ -3.53925070e-01 3.09525144e-02 1.10019524e-02 -3.61317249e-02
1.76348846e-01 -1.70500751e-01 1.12070501e-02 2.33939403e-01
-9.43129445e-02 6.60083450e-02]
[ 1.45771355e-01 3.65408806e-02 -2.34935223e-01 -8.46178954e-02
1.13391391e-01 -2.96525321e-01 5.70063682e-02 -1.67763079e-01
1.95194068e-04 -1.89621470e-01]
[ 2.09175480e-01 -1.80505130e-01 6.28542745e-02 -2.58401104e-02
9.79175543e-02 -3.38295433e-02 3.36010496e-02 -1.36938370e-01
1.10572002e-01 -1.83176644e-01]
[ -1.06140602e-01 -6.55937578e-02 1.20920580e-01 1.07766949e-01
4.88342626e-02 -1.12934672e-01 2.55857598e-01 -7.78865483e-02
1.83335842e-01 -5.58663074e-03]
[ -8.82125126e-03 -1.97556855e-01 1.98506381e-01 -2.54202520e-01
-7.33609108e-03 1.18210281e-01 8.27453246e-02 -1.17271379e-01
1.66320199e-02 2.13845961e-01]]
[[ 0.60370768]
[ 1.57547785]
[ 0.25096522]
[ 0.85385342]
[-2.68406444]
[-0.27601755]
[-1.61572588]
[ 0.0518557 ]
[ 0.67465141]
[ 0.87587962]]
Progress: 32.2% ... Training loss: 0.294 ... Validation loss: 0.465[[ 1.59830284e-01 1.96834538e-01 -1.07055095e-01 1.06812005e-01
-5.25957644e-01 -7.03525877e-02 -4.49834919e-02 1.22071941e-01
-6.18733182e-02 1.83130932e-01]
[ 1.67611639e-02 1.60702317e-01 -1.82666791e-02 4.84351019e-02
7.90577227e-02 -7.51469693e-03 3.04140623e-01 4.15437937e-02
1.44121037e-01 -2.43147458e-02]
[ 1.77003467e-01 6.33318589e-01 9.27925408e-03 -3.08448816e-02
4.28165892e-01 -2.27343065e-02 -7.07769994e-01 -4.00255850e-02
5.18225701e-02 2.70615269e-01]
[ 4.02549671e-03 -3.33049826e-01 -2.20775904e-01 8.76961227e-02
-6.96771198e-03 1.49964948e-01 1.59291029e-01 5.82126667e-02
5.91064703e-02 1.96182984e-01]
[ -1.77403690e-02 1.18043784e-01 -1.48306990e-01 3.91397852e-02
3.94855717e-02 -1.80310019e-01 6.59552109e-02 -1.18687117e-01
-1.92477934e-01 -2.84738358e-02]
[ -3.72180411e-01 -5.61797376e-01 -2.91939059e-01 1.68407337e-01
4.63326720e-02 3.91404370e-02 2.51155724e-01 -3.65951848e-02
-9.28215956e-03 1.73710179e-03]
[ -8.60940311e-03 -2.17353728e-01 7.57132249e-03 8.36868593e-02
9.31134271e-03 -6.93826559e-02 1.88442703e-01 -1.91014767e-01
1.87270438e-01 2.38467996e-02]
[ 1.13932225e-01 -2.42721278e-01 3.51439821e-02 -6.66689349e-02
6.88365066e-02 -4.82097878e-02 7.60702241e-02 1.20324056e-01
8.28024327e-02 -2.19144520e-02]
[ -1.76880867e-01 -1.33173521e-01 -3.05128845e-01 -2.66101637e-02
1.04402968e-02 7.07835853e-02 -1.55376554e-01 -2.92297373e-02
2.57851606e-01 -1.36391637e-01]
[ 6.14891350e-02 -3.74274346e-01 9.27085520e-02 4.07308441e-02
-1.48238179e-02 -1.19390160e-01 1.65770213e-01 -1.02472096e-01
2.82171570e-02 1.14371202e-01]
[ -8.66941289e-02 -3.79476414e-02 -1.07553930e-03 -1.51312115e-01
1.42706479e-02 2.04054133e-02 1.75585734e-01 -1.03131862e-01
-1.78529306e-02 -1.31732229e-01]
[ -1.24717595e-01 -1.46569676e-01 -7.32780703e-02 -1.35381307e-02
4.01535214e-01 1.04143542e-01 1.05793363e-01 -1.69468767e-02
-1.78253445e-01 -2.23261567e-01]
[ -1.56972545e-01 4.36118012e-03 6.19163683e-02 2.17009197e-02
-1.72289853e-01 -2.19720223e-01 -1.77935935e-01 -1.97016874e-01
8.69521554e-02 1.74036760e-01]
[ -2.53850697e-01 -2.86886677e-01 1.06630566e-01 2.45656465e-01
-1.01822958e-01 -7.43194818e-02 2.50673173e-02 -2.57760985e-01
-2.41225565e-01 -4.62918070e-02]
[ 1.10707950e-01 -1.45003850e-01 -1.88322751e-02 1.26785490e-01
-4.12083597e-02 -8.97159736e-02 2.00276863e-01 3.89142518e-03
3.38809284e-02 1.52051532e-02]
[ 3.56400130e-02 -9.12073737e-02 -2.11654559e-01 1.48960144e-01
-3.75119287e-02 8.49735581e-02 -4.51586363e-02 -2.00265030e-02
-9.21705937e-02 -6.85622842e-03]
[ -1.18235636e-01 -6.56941109e-02 -2.01396777e-01 1.60369902e-01
-9.85815126e-03 1.32861280e-01 3.78515141e-03 -2.49964889e-01
7.31374171e-02 -1.94802099e-01]
[ -7.69019884e-02 -5.96371039e-02 2.72109681e-01 8.75671154e-02
1.50166930e-01 -5.77964779e-02 -1.03515546e-01 1.19807190e-01
6.39767355e-02 2.23881671e-02]
[ 6.05458145e-02 -1.79025334e-02 8.97003490e-02 9.43494068e-02
3.96766140e-02 -1.88304639e-02 2.21491163e-01 1.20994634e-01
-2.38208068e-02 -5.74437168e-02]
[ 1.36283761e-02 -1.42751419e-01 -2.88963372e-01 -4.38190589e-02
1.51671846e-01 -9.34527906e-02 1.52475995e-01 1.64146135e-01
1.14173523e-01 -2.31947594e-02]
[ 4.99077503e-02 -1.32005633e-02 -1.16508792e-01 4.47145649e-02
-9.38398053e-02 3.21864801e-01 2.61344758e-01 2.05024090e-01
-1.60185224e-01 -6.06432182e-02]
[ -4.92191954e-03 -3.11582474e-02 1.19504261e-01 9.51066838e-02
2.69012764e-02 1.08628203e-01 -1.07059488e-01 -4.23733513e-02
2.04947234e-01 6.70040005e-02]
[ 1.09612338e-01 7.70539661e-02 -4.58941026e-02 -9.95976379e-02
-9.63198409e-02 -3.30004145e-01 1.13881537e-01 8.59805610e-03
1.42275747e-01 8.92347391e-02]
[ -1.01071087e-01 -1.11846229e-02 -1.60066779e-02 2.12482975e-02
9.89966287e-03 -2.03361051e-01 -8.01832635e-02 -2.00111210e-02
1.49875964e-02 1.26173025e-01]
[ -1.48852688e-01 -9.36629359e-02 -1.98935336e-01 -7.95097449e-03
-2.65654736e-01 -3.30403171e-03 1.39730787e-02 -2.40948783e-02
-4.11110449e-04 5.61336652e-02]
[ -3.11397241e-02 -9.62066504e-02 -7.51507562e-02 -1.28259873e-01
5.34564902e-01 2.76359483e-01 5.68142926e-01 1.12963582e-01
-1.82730233e-01 -3.78235473e-01]
[ -1.61205745e-02 -3.89980892e-01 -2.99341085e-02 -7.26421670e-02
6.58159538e-01 1.00749950e-01 5.24044800e-01 9.14838724e-02
3.00315229e-02 -3.83307861e-01]
[ 1.13617109e-02 -4.45911155e-01 -4.31512652e-02 -1.06951431e-01
6.74930976e-01 2.34507002e-02 4.93616822e-01 4.87430955e-02
-3.63345060e-01 -2.18351202e-01]
[ -1.67469581e-01 -5.88504924e-01 -8.22501074e-03 -1.99438577e-01
7.57406577e-01 -9.18943682e-02 6.16239716e-01 -8.25473170e-02
-6.47209185e-02 8.67339413e-02]
[ -2.91866782e-01 -4.00486593e-01 5.62453897e-02 -4.59538308e-02
9.12536856e-01 1.41726696e-01 4.18627573e-01 4.77523389e-02
-8.76701737e-02 -1.34811088e-01]
[ -2.05110266e-01 -3.04703368e-01 2.51109406e-01 -2.44009160e-01
6.65995410e-01 -4.41469768e-02 6.88672937e-01 1.30383382e-02
-2.57726382e-01 -2.89926857e-02]
[ -1.28059574e-01 -2.20411954e-01 -1.79944941e-01 -9.83942525e-02
4.81137283e-01 -2.31033670e-01 1.74919759e-01 1.69216491e-01
-7.01863446e-03 -1.16118681e-01]
[ 1.15172217e-01 2.51035543e-01 1.65748120e-01 -8.54596572e-02
-9.57170666e-02 4.82985360e-02 -1.58477177e-01 2.83528765e-01
7.94997151e-02 1.83711629e-01]
[ 3.42082206e-01 3.02584004e-01 -8.64626566e-02 3.02485786e-01
-8.56567554e-01 -2.84517833e-01 -4.58322946e-01 1.76524331e-01
3.74752378e-01 -4.41329047e-02]
[ 4.34446372e-02 1.28180482e-01 2.51381975e-01 2.44571006e-01
-4.40733508e-02 -1.94410236e-01 -1.69676035e-01 -1.33353449e-01
-1.43821839e-01 -2.94500330e-01]
[ 2.61802077e-02 -5.58537623e-02 -1.17168500e-01 -5.02864366e-02
2.27413107e-01 3.95876514e-02 -1.25870925e-02 -1.84293520e-01
3.69809362e-02 2.11551788e-01]
[ 4.52660191e-03 -4.35590147e-02 -6.54728848e-02 -4.63620158e-02
-3.50926417e-02 -1.78424029e-01 7.77433044e-02 1.03811010e-02
4.07339049e-02 1.00064606e-02]
[ 2.74685749e-02 6.78532411e-02 2.43550326e-01 7.17101492e-02
-2.22095225e-01 -1.34237176e-01 1.14205073e-01 3.94277309e-02
-1.87348788e-01 1.05204860e-01]
[ 7.28937489e-02 3.62780425e-02 1.08150565e-01 9.13775819e-03
-2.46027566e-01 6.82847878e-02 6.01790943e-02 -2.70686571e-01
-1.61172653e-02 -8.72564266e-02]
[ -1.28767705e-02 8.89497275e-02 8.39515780e-02 -3.24791162e-02
-3.31464001e-02 1.81484330e-01 1.02573093e-01 1.18279814e-01
-2.35184659e-02 1.70391022e-01]
[ 2.15937748e-01 5.66483372e-02 2.64152027e-02 7.40082971e-02
6.05848821e-02 -2.10862125e-02 -1.52016407e-01 1.47922661e-01
-5.99802256e-02 -2.67300984e-02]
[ 4.39105642e-02 -3.55499742e-03 1.77220676e-02 4.37513280e-02
-4.17148720e-01 -1.23626856e-01 -2.09407400e-01 4.14169966e-02
1.21127076e-01 1.95511696e-01]
[ 5.07346483e-02 5.21965078e-01 1.24818872e-01 4.23771023e-01
-1.13736621e+00 -3.06113946e-01 -6.11596629e-01 -7.17514837e-02
2.93935470e-01 3.37802920e-01]
[ 1.79464174e-01 5.01590250e-01 6.63997403e-02 4.25734305e-01
-8.99990576e-01 -8.43026577e-02 -4.43233959e-01 1.51216157e-01
2.10087080e-01 4.84896599e-01]
[ 2.55401826e-01 3.03279782e-01 2.46112001e-01 1.46231914e-01
-4.18367645e-01 8.07330879e-02 -2.12088196e-01 1.62588446e-01
2.38257849e-01 7.66627446e-02]
[ -7.17860006e-02 2.24075494e-01 2.42434125e-01 1.94242019e-02
-4.58508308e-02 1.29903168e-01 -1.03880787e-01 -1.49383703e-02
-3.05715559e-02 5.32184365e-02]
[ -9.49604911e-02 2.70532100e-03 2.63847098e-02 9.84395583e-02
-6.54342849e-02 1.14447525e-01 2.46131065e-01 2.05499080e-02
-2.70807317e-01 -8.82154361e-02]
[ -2.22885157e-01 -3.31439509e-02 -9.44548790e-02 -3.47859702e-01
1.92885860e-01 1.20666176e-01 1.10969434e-01 1.03192013e-01
-2.10151348e-01 2.85193545e-02]
[ 1.16862345e-02 -3.83442682e-01 -1.26814339e-01 -1.59737486e-01
3.67325399e-01 2.54261856e-02 1.78486534e-01 1.52645077e-01
-1.63793732e-01 -2.19970455e-01]
[ 1.34173507e-01 -2.07717785e-01 -1.45477357e-01 -1.98654156e-03
6.24448175e-02 -5.60291416e-02 4.77247358e-02 -1.50722669e-01
1.30562803e-01 -1.27037652e-01]
[ -1.18505051e-01 8.63345663e-02 2.62084484e-01 -1.19931871e-02
1.61634245e-01 8.28177824e-02 3.32424714e-02 -2.97826377e-01
-1.14570457e-01 -6.04235700e-02]
[ -3.52825390e-01 3.34477597e-02 1.14423932e-02 -3.46685852e-02
1.72568469e-01 -1.70933577e-01 8.82462419e-03 2.34020930e-01
-9.32331004e-02 6.74324940e-02]
[ 1.45154577e-01 3.45618040e-02 -2.35211986e-01 -8.55100796e-02
1.15983255e-01 -2.96248575e-01 5.89443891e-02 -1.67815260e-01
-5.06100552e-04 -1.90545866e-01]
[ 2.09535244e-01 -1.80550334e-01 6.30160208e-02 -2.52597142e-02
9.60454988e-02 -3.39680320e-02 3.34970741e-02 -1.36900329e-01
1.11098611e-01 -1.82626964e-01]
[ -1.06262818e-01 -6.61127069e-02 1.20874731e-01 1.07605110e-01
4.91513109e-02 -1.12900674e-01 2.56244886e-01 -7.78943541e-02
1.83223172e-01 -5.75186683e-03]
[ -8.42391990e-03 -1.97560616e-01 1.98720384e-01 -2.53543852e-01
-1.03721184e-02 1.17986600e-01 8.26473281e-02 -1.17229410e-01
1.72826857e-02 2.14594603e-01]]
[[ 0.61188462]
[ 1.58467191]
[ 0.26151468]
[ 0.86601689]
[-2.67064516]
[-0.26619563]
[-1.60077453]
[ 0.06095266]
[ 0.68343356]
[ 0.88513718]]
Progress: 32.2% ... Training loss: 0.283 ... Validation loss: 0.457[[ 1.62496038e-01 2.03119614e-01 -1.05846191e-01 1.10659731e-01
-5.37344128e-01 -7.15543353e-02 -5.19836626e-02 1.22345121e-01
-5.88867124e-02 1.86997279e-01]
[ 1.72201213e-02 1.61656740e-01 -1.80445064e-02 4.91623610e-02
7.69898272e-02 -7.71172184e-03 3.03333547e-01 4.15940849e-02
1.44708908e-01 -2.36165989e-02]
[ 1.77868871e-01 6.38554884e-01 9.70528337e-03 -2.97491482e-02
4.25612509e-01 -2.30771228e-02 -7.13268561e-01 -3.99404883e-02
5.27461725e-02 2.71936251e-01]
[ 6.79536068e-03 -3.27604659e-01 -2.19532913e-01 9.20480665e-02
-1.76098820e-02 1.48720021e-01 1.53088982e-01 5.85191091e-02
6.26189983e-02 2.00596245e-01]
[ -1.63199026e-02 1.21214310e-01 -1.47716775e-01 4.13699140e-02
3.21757832e-02 -1.80992468e-01 6.34111437e-02 -1.18539500e-01
-1.90921243e-01 -2.68956938e-02]
[ -3.70897475e-01 -5.60146453e-01 -2.91384398e-01 1.70308270e-01
4.00942824e-02 3.85479750e-02 2.49221356e-01 -3.64647996e-02
-7.87862136e-03 3.38148732e-03]
[ -6.40372109e-03 -2.12175408e-01 8.50996761e-03 8.68032585e-02
1.92369108e-04 -7.03570349e-02 1.83012986e-01 -1.90794019e-01
1.89704704e-01 2.68996116e-02]
[ 1.14762441e-01 -2.40199503e-01 3.55320072e-02 -6.54342601e-02
6.51620041e-02 -4.85775856e-02 7.35405464e-02 1.20412941e-01
8.37035259e-02 -2.06480113e-02]
[ -1.76053335e-01 -1.31392961e-01 -3.04790643e-01 -2.54356818e-02
6.91328332e-03 7.04403294e-02 -1.57086355e-01 -2.91480317e-02
2.58781149e-01 -1.35217881e-01]
[ 6.43391108e-02 -3.68318770e-01 9.39210583e-02 4.46750131e-02
-2.75335375e-02 -1.20622572e-01 1.59375996e-01 -1.02193430e-01
3.12211087e-02 1.18028234e-01]
[ -8.46524402e-02 -3.28437008e-02 -1.64598204e-04 -1.48224206e-01
5.00487063e-03 1.94658062e-02 1.70667974e-01 -1.02915485e-01
-1.54604102e-02 -1.28674171e-01]
[ -1.24462893e-01 -1.46497616e-01 -7.31819856e-02 -1.31437203e-02
4.00951832e-01 1.04037666e-01 1.05501776e-01 -1.69201954e-02
-1.77981477e-01 -2.22839263e-01]
[ -1.56972545e-01 4.36118012e-03 6.19163683e-02 2.17009197e-02
-1.72289853e-01 -2.19720223e-01 -1.77935935e-01 -1.97016874e-01
8.69521554e-02 1.74036760e-01]
[ -2.53706701e-01 -2.87072019e-01 1.06684570e-01 2.45845102e-01
-1.02691428e-01 -7.43695223e-02 2.51354554e-02 -2.57749019e-01
-2.41139770e-01 -4.61482839e-02]
[ 1.10949358e-01 -1.45114776e-01 -1.87269987e-02 1.27181281e-01
-4.28441576e-02 -8.98649476e-02 2.00396414e-01 3.92025322e-03
3.41664395e-02 1.55006693e-02]
[ 3.65404922e-02 -8.90344805e-02 -2.11262221e-01 1.50233207e-01
-4.11234208e-02 8.45831879e-02 -4.75784714e-02 -1.99384606e-02
-9.11552739e-02 -5.62101510e-03]
[ -1.18032965e-01 -6.53772244e-02 -2.01318180e-01 1.60647161e-01
-1.06386743e-02 1.32781688e-01 3.48436576e-03 -2.49947331e-01
7.33643924e-02 -1.94525703e-01]
[ -7.57020067e-02 -5.66901192e-02 2.72628930e-01 8.93144137e-02
1.44955865e-01 -5.83237685e-02 -1.06608165e-01 1.19929589e-01
6.53049114e-02 2.40569815e-02]
[ 6.04058102e-02 -1.79756245e-02 8.96319566e-02 9.39568104e-02
4.07652288e-02 -1.87664922e-02 2.21428138e-01 1.20970406e-01
-2.41024391e-02 -5.76948631e-02]
[ 1.46183704e-02 -1.39837837e-01 -2.88485802e-01 -4.21961090e-02
1.47014064e-01 -9.39144058e-02 1.49626976e-01 1.64262919e-01
1.15391098e-01 -2.15319639e-02]
[ 4.91934697e-02 -1.50612576e-02 -1.16852053e-01 4.36168463e-02
-9.06814359e-02 3.22206031e-01 2.63270645e-01 2.04946208e-01
-1.61075052e-01 -6.17517231e-02]
[ -3.27469676e-03 -2.72601454e-02 1.20232531e-01 9.75142356e-02
1.98379536e-02 1.07885961e-01 -1.10954932e-01 -4.22046651e-02
2.06810113e-01 6.92726064e-02]
[ 1.09731904e-01 7.70242317e-02 -4.58564521e-02 -9.94353709e-02
-9.67080526e-02 -3.30042391e-01 1.13842373e-01 8.60991880e-03
1.42441658e-01 8.93902811e-02]
[ -1.00752821e-01 -1.04112984e-02 -1.58725940e-02 2.17133195e-02
8.49857257e-03 -2.03495356e-01 -8.08881632e-02 -1.99792428e-02
1.53438650e-02 1.26632120e-01]
[ -1.48615622e-01 -9.32933432e-02 -1.98831190e-01 -7.57400999e-03
-2.66842845e-01 -3.41445319e-03 1.36207301e-02 -2.40690497e-02
-1.15619596e-04 5.64652076e-02]
[ -3.10465378e-02 -9.64964231e-02 -7.51149647e-02 -1.28134888e-01
5.34106415e-01 2.76315448e-01 5.68493448e-01 1.12972996e-01
-1.82628412e-01 -3.78191836e-01]
[ -1.59304749e-02 -3.89587699e-01 -2.98543283e-02 -7.23646077e-02
6.57604547e-01 1.00673774e-01 5.23576904e-01 9.15030017e-02
3.02350975e-02 -3.83009751e-01]
[ 1.13907147e-02 -4.45836872e-01 -4.31340477e-02 -1.06895830e-01
6.74795859e-01 2.34345703e-02 4.93729062e-01 4.87463272e-02
-3.63321893e-01 -2.18329267e-01]
[ -1.67298412e-01 -5.88309028e-01 -8.15050173e-03 -1.99173669e-01
7.56681441e-01 -9.19709649e-02 6.16003912e-01 -8.25303671e-02
-6.45076858e-02 8.70117262e-02]
[ -2.91912605e-01 -4.01064326e-01 5.62390258e-02 -4.59674943e-02
9.12280027e-01 1.41720984e-01 4.19218553e-01 4.77526334e-02
-8.76767120e-02 -1.34844972e-01]
[ -2.04764082e-01 -3.04066359e-01 2.51268627e-01 -2.43474580e-01
6.64727246e-01 -4.43099912e-02 6.88016781e-01 1.30759400e-02
-2.57321810e-01 -2.84479827e-02]
[ -1.27687144e-01 -2.19669672e-01 -1.79799014e-01 -9.78655397e-02
4.79628794e-01 -2.31186947e-01 1.74140211e-01 1.69250528e-01
-6.60563633e-03 -1.15610267e-01]
[ 1.15399307e-01 2.51625859e-01 1.65837163e-01 -8.51664722e-02
-9.66162569e-02 4.82060205e-02 -1.59093556e-01 2.83549907e-01
7.97170833e-02 1.84006628e-01]
[ 3.42506983e-01 3.03929937e-01 -8.62536336e-02 3.03239130e-01
-8.58801852e-01 -2.84735105e-01 -4.59559079e-01 1.76576995e-01
3.75346713e-01 -4.33576118e-02]
[ 4.39156925e-02 1.29271190e-01 2.51594911e-01 2.45214805e-01
-4.59366399e-02 -1.94615059e-01 -1.70826513e-01 -1.33306286e-01
-1.43274862e-01 -2.93800864e-01]
[ 2.69222857e-02 -5.39397901e-02 -1.16847744e-01 -4.92160914e-02
2.24286053e-01 3.92561716e-02 -1.44835952e-02 -1.84219702e-01
3.77863590e-02 2.12621002e-01]
[ 5.77894709e-03 -4.05121310e-02 -6.49064430e-02 -4.45141761e-02
-4.04983376e-02 -1.78966795e-01 7.45672859e-02 1.05127532e-02
4.21688902e-02 1.17553065e-02]
[ 2.73914546e-02 6.76831916e-02 2.43513602e-01 7.15873841e-02
-2.21748379e-01 -1.34203487e-01 1.14410056e-01 3.94191454e-02
-1.87441758e-01 1.05079931e-01]
[ 7.37571559e-02 3.81439761e-02 1.08521010e-01 1.03442831e-02
-2.49262020e-01 6.79166171e-02 5.80092885e-02 -2.70604916e-01
-1.51402695e-02 -8.61115475e-02]
[ -1.24007370e-02 9.01176607e-02 8.41651556e-02 -3.17401256e-02
-3.53834265e-02 1.81264602e-01 1.01362688e-01 1.18331618e-01
-2.29347723e-02 1.70998334e-01]
[ 2.15889423e-01 5.65711717e-02 2.64001200e-02 7.39407270e-02
6.05958018e-02 -2.10687824e-02 -1.51960264e-01 1.47918724e-01
-6.00566140e-02 -2.67802689e-02]
[ 4.40847420e-02 -3.19276663e-03 1.77812724e-02 4.39866759e-02
-4.17873553e-01 -1.23700378e-01 -2.09734645e-01 4.14332545e-02
1.21313415e-01 1.95745439e-01]
[ 4.96729873e-02 5.19729588e-01 1.24344321e-01 4.22137324e-01
-1.13366811e+00 -3.05655707e-01 -6.09383903e-01 -7.18651041e-02
2.92570524e-01 3.36208125e-01]
[ 1.79645355e-01 5.01980093e-01 6.64624259e-02 4.25924912e-01
-9.00447876e-01 -8.43564794e-02 -4.43648047e-01 1.51232304e-01
2.10216220e-01 4.85081861e-01]
[ 2.55533566e-01 3.03681363e-01 2.46161411e-01 1.46421155e-01
-4.18962643e-01 8.06808243e-02 -2.12468246e-01 1.62601273e-01
2.38389185e-01 7.68483997e-02]
[ -7.17250369e-02 2.24203047e-01 2.42463917e-01 1.95311644e-02
-4.61721717e-02 1.29870397e-01 -1.04024736e-01 -1.49308480e-02
-3.04862515e-02 5.33286765e-02]
[ -9.48524730e-02 2.95312476e-03 2.64313204e-02 9.85898685e-02
-6.58768252e-02 1.14400116e-01 2.45880296e-01 2.05602838e-02
-2.70688153e-01 -8.80638610e-02]
[ -2.22914208e-01 -3.31795670e-02 -9.44664630e-02 -3.47904050e-01
1.93011585e-01 1.20679946e-01 1.11025284e-01 1.03188855e-01
-2.10186627e-01 2.84745868e-02]
[ 1.17796417e-02 -3.83518634e-01 -1.26792874e-01 -1.59641796e-01
3.67034164e-01 2.53966459e-02 1.78410754e-01 1.52652415e-01
-1.63719596e-01 -2.19885585e-01]
[ 1.35385696e-01 -2.05196294e-01 -1.44963622e-01 -2.59095546e-04
5.76004676e-02 -5.65443965e-02 4.50680532e-02 -1.50604560e-01
1.31815555e-01 -1.25311991e-01]
[ -1.18508119e-01 8.61119862e-02 2.62074799e-01 -1.20202561e-02
1.61350046e-01 8.28251179e-02 3.36357310e-02 -2.97825802e-01
-1.14601662e-01 -6.05576162e-02]
[ -3.52944745e-01 3.30817037e-02 1.14103038e-02 -3.47575316e-02
1.73296445e-01 -1.70916159e-01 9.15202314e-03 2.34015020e-01
-9.33284517e-02 6.73851586e-02]
[ 1.45967614e-01 3.58680159e-02 -2.34860885e-01 -8.43393949e-02
1.12659498e-01 -2.96586378e-01 5.73931652e-02 -1.67731013e-01
4.33107107e-04 -1.89344662e-01]
[ 2.10123303e-01 -1.79148703e-01 6.32796380e-02 -2.43048777e-02
9.30534158e-02 -3.42542572e-02 3.22767749e-02 -1.36833568e-01
1.11818932e-01 -1.81726253e-01]
[ -1.05628661e-01 -6.45901324e-02 1.21127288e-01 1.08468465e-01
4.63327337e-02 -1.13163673e-01 2.54794575e-01 -7.78344471e-02
1.83852573e-01 -4.92090531e-03]
[ -6.40256995e-03 -1.92592311e-01 1.99600679e-01 -2.50717671e-01
-1.93960068e-02 1.17086234e-01 7.72016232e-02 -1.17031376e-01
1.95360014e-02 2.17254840e-01]]
[[ 0.62976414]
[ 1.59644535]
[ 0.27651999]
[ 0.88357724]
[-2.65177551]
[-0.2501645 ]
[-1.58028468]
[ 0.07616663]
[ 0.70297108]
[ 0.90405771]]
Progress: 32.3% ... Training loss: 0.287 ... Validation loss: 0.463[[ 1.60002008e-01 1.97431073e-01 -1.07037346e-01 1.06967492e-01
-5.26732242e-01 -7.05270783e-02 -4.59829552e-02 1.22030621e-01
-6.17754626e-02 1.83383546e-01]
[ 1.75095437e-02 1.62287204e-01 -1.79117110e-02 4.95702244e-02
7.59207661e-02 -7.82965734e-03 3.02897475e-01 4.16276785e-02
1.45042653e-01 -2.32056753e-02]
[ 1.75306315e-01 6.33856700e-01 8.56526501e-03 -3.37056414e-02
4.37534370e-01 -2.19919916e-02 -7.08562837e-01 -4.02677537e-02
4.97041900e-02 2.68508280e-01]
[ 7.01898880e-03 -3.29868993e-01 -2.19405410e-01 9.23706335e-02
-1.62078294e-02 1.48712352e-01 1.54561132e-01 5.85379582e-02
6.30346837e-02 2.01295862e-01]
[ -1.78527960e-02 1.18258017e-01 -1.48375172e-01 3.93046650e-02
3.75184261e-02 -1.80511170e-01 6.69871074e-02 -1.18708980e-01
-1.92607915e-01 -2.91769605e-02]
[ -3.70174563e-01 -5.58667987e-01 -2.91075523e-01 1.71325028e-01
3.63483442e-02 3.82425554e-02 2.47646255e-01 -3.63759597e-02
-7.07539983e-03 4.14821384e-03]
[ -6.62623480e-03 -2.12917445e-01 8.36702456e-03 8.65833356e-02
1.03690669e-03 -7.02812082e-02 1.83804072e-01 -1.90814975e-01
1.89439207e-01 2.65906768e-02]
[ 1.12985226e-01 -2.44372899e-01 3.47003330e-02 -6.81164825e-02
7.22098273e-02 -4.78450813e-02 7.76127779e-02 1.20184784e-01
8.16383020e-02 -2.30262535e-02]
[ -1.76489294e-01 -1.32528996e-01 -3.04955086e-01 -2.60518837e-02
8.52251696e-03 7.06232233e-02 -1.55846763e-01 -2.91980173e-02
2.58252499e-01 -1.35824789e-01]
[ 6.26967239e-02 -3.71842205e-01 9.31161195e-02 4.22177616e-02
-2.21984576e-02 -1.19943945e-01 1.63074394e-01 -1.02401884e-01
2.92814470e-02 1.15658977e-01]
[ -8.43357562e-02 -3.25014056e-02 -2.63486282e-05 -1.47759112e-01
3.76061529e-03 1.93174646e-02 1.70288984e-01 -1.02868390e-01
-1.51421812e-02 -1.28239681e-01]
[ -1.24849966e-01 -1.47889478e-01 -7.33454808e-02 -1.36531523e-02
4.02616663e-01 1.04193186e-01 1.06710176e-01 -1.69690948e-02
-1.78416194e-01 -2.23431855e-01]
[ -1.56972545e-01 4.36118012e-03 6.19163683e-02 2.17009197e-02
-1.72289853e-01 -2.19720223e-01 -1.77935935e-01 -1.97016874e-01
8.69521554e-02 1.74036760e-01]
[ -2.53942556e-01 -2.87529334e-01 1.06566766e-01 2.45533151e-01
-1.02267876e-01 -7.42899144e-02 2.56205847e-02 -2.57775832e-01
-2.41433791e-01 -4.65280893e-02]
[ 1.10873945e-01 -1.45406803e-01 -1.87683484e-02 1.27047687e-01
-4.22302296e-02 -8.98425859e-02 2.00757935e-01 3.90989445e-03
3.40893081e-02 1.53233872e-02]
[ 3.69072413e-02 -8.82563316e-02 -2.11111169e-01 1.50732704e-01
-4.31005285e-02 8.44430318e-02 -4.84229534e-02 -1.98952190e-02
-9.07741847e-02 -5.30271546e-03]
[ -1.18325026e-01 -6.61784658e-02 -2.01441165e-01 1.60220458e-01
-9.41728619e-03 1.32886180e-01 4.39917678e-03 -2.49978219e-01
7.30513590e-02 -1.94966388e-01]
[ -7.54135428e-02 -5.60125903e-02 2.72717570e-01 8.98002334e-02
1.43797529e-01 -5.84359990e-02 -1.07283656e-01 1.19959817e-01
6.56040233e-02 2.44537662e-02]
[ 6.00584442e-02 -1.86827736e-02 8.94713902e-02 9.34108147e-02
4.23595852e-02 -1.86152036e-02 2.22010570e-01 1.20925728e-01
-2.45489212e-02 -5.81320412e-02]
[ 1.41279665e-02 -1.41074063e-01 -2.88700016e-01 -4.28432576e-02
1.48552604e-01 -9.37381163e-02 1.50855962e-01 1.64209037e-01
1.14864206e-01 -2.21555704e-02]
[ 4.85379544e-02 -1.63907195e-02 -1.17142705e-01 4.26669704e-02
-8.82702136e-02 3.22468180e-01 2.64647023e-01 2.04864440e-01
-1.61827031e-01 -6.26487698e-02]
[ -3.69960967e-03 -2.84280832e-02 1.20008570e-01 9.68163457e-02
2.18081381e-02 1.08083773e-01 -1.09786568e-01 -4.22630610e-02
2.06335668e-01 6.87578016e-02]
[ 1.09670369e-01 7.69642997e-02 -4.58555057e-02 -9.95015196e-02
-9.64750700e-02 -3.30011398e-01 1.13958547e-01 8.60608931e-03
1.42345696e-01 8.93273798e-02]
[ -1.00738257e-01 -1.07623539e-02 -1.58639764e-02 2.17144474e-02
8.37678021e-03 -2.03498846e-01 -8.06621327e-02 -1.99784173e-02
1.53439223e-02 1.26629009e-01]
[ -1.48415112e-01 -9.29196778e-02 -1.98739097e-01 -7.28273681e-03
-2.67836105e-01 -3.49776494e-03 1.32086834e-02 -2.40429916e-02
1.27918929e-04 5.67591858e-02]
[ -3.13189376e-02 -9.71403826e-02 -7.52397214e-02 -1.28527621e-01
5.35211419e-01 2.76423549e-01 5.69075795e-01 1.12940003e-01
-1.82938474e-01 -3.78606554e-01]
[ -1.58612124e-02 -3.89444512e-01 -2.98250278e-02 -7.22479336e-02
6.57333537e-01 1.00641085e-01 5.23393243e-01 9.15123413e-02
3.03169607e-02 -3.82907057e-01]
[ 1.11928392e-02 -4.46280193e-01 -4.32255967e-02 -1.07185101e-01
6.75700208e-01 2.35170577e-02 4.94224488e-01 4.87205478e-02
-3.63555560e-01 -2.18625186e-01]
[ -1.67492558e-01 -5.88975727e-01 -8.22935700e-03 -1.99432761e-01
7.57358817e-01 -9.18975706e-02 6.16560841e-01 -8.25524499e-02
-6.47101419e-02 8.68066548e-02]
[ -2.92113655e-01 -4.01745719e-01 5.61563660e-02 -4.62179001e-02
9.12878071e-01 1.41784798e-01 4.20008079e-01 4.77317639e-02
-8.78671679e-02 -1.35092825e-01]
[ -2.04687611e-01 -3.03977733e-01 2.51302938e-01 -2.43362212e-01
6.64386912e-01 -4.43420379e-02 6.87895422e-01 1.30858176e-02
-2.57232991e-01 -2.83309295e-02]
[ -1.27785420e-01 -2.20010686e-01 -1.79846670e-01 -9.80076465e-02
4.80081411e-01 -2.31143168e-01 1.74425470e-01 1.69236340e-01
-6.71574362e-03 -1.15708170e-01]
[ 1.14799059e-01 2.50008125e-01 1.65540791e-01 -8.61082709e-02
-9.38148252e-02 4.84564557e-02 -1.57568299e-01 2.83472326e-01
7.90725656e-02 1.83227024e-01]
[ 3.42188093e-01 3.03113338e-01 -8.63945514e-02 3.02864176e-01
-8.57526605e-01 -2.84604855e-01 -4.58752796e-01 1.76538740e-01
3.74972012e-01 -4.38077137e-02]
[ 4.40581283e-02 1.29326876e-01 2.51655209e-01 2.45417543e-01
-4.65694755e-02 -1.94670714e-01 -1.70983434e-01 -1.33288339e-01
-1.43112919e-01 -2.93646712e-01]
[ 2.64215476e-02 -5.52056792e-02 -1.17059692e-01 -4.99553070e-02
2.26342032e-01 3.94638250e-02 -1.31967983e-02 -1.84280683e-01
3.71973961e-02 2.11918106e-01]
[ 5.59731997e-03 -4.07630899e-02 -6.49766894e-02 -4.47819637e-02
-4.00232887e-02 -1.78883292e-01 7.48134446e-02 1.04886592e-02
4.19402796e-02 1.14759991e-02]
[ 2.74650050e-02 6.79460517e-02 2.43540775e-01 7.16822657e-02
-2.22109938e-01 -1.34217975e-01 1.14179119e-01 3.94269880e-02
-1.87383532e-01 1.05176631e-01]
[ 7.44259590e-02 3.97976073e-02 1.08789786e-01 1.12824227e-02
-2.51900147e-01 6.76542911e-02 5.65312387e-02 -2.70527919e-01
-1.43846558e-02 -8.51590091e-02]
[ -1.21982252e-02 9.09279151e-02 8.42556632e-02 -3.14958933e-02
-3.62246216e-02 1.81182903e-01 1.00597145e-01 1.18354225e-01
-2.27432560e-02 1.71151489e-01]
[ 2.15819544e-01 5.63435996e-02 2.63702527e-02 7.38264730e-02
6.09293259e-02 -2.10495695e-02 -1.51649266e-01 1.47910604e-01
-6.01374516e-02 -2.68985637e-02]
[ 4.40744898e-02 -3.05201780e-03 1.77676520e-02 4.38922520e-02
-4.17494945e-01 -1.23686731e-01 -2.09898312e-01 4.14245645e-02
1.21195609e-01 1.95688512e-01]
[ 4.95498332e-02 5.19597207e-01 1.24273013e-01 4.21944182e-01
-1.13337952e+00 -3.05618987e-01 -6.09167358e-01 -7.18786609e-02
2.92392759e-01 3.35997434e-01]
[ 1.79710560e-01 5.02016510e-01 6.65039990e-02 4.26074933e-01
-9.01342388e-01 -8.43938507e-02 -4.43579221e-01 1.51247373e-01
2.10326819e-01 4.85159237e-01]
[ 2.55963819e-01 3.04911150e-01 2.46352694e-01 1.47112630e-01
-4.21163935e-01 8.04999018e-02 -2.13729913e-01 1.62659540e-01
2.38917775e-01 7.75395672e-02]
[ -7.16641267e-02 2.24303896e-01 2.42494777e-01 1.96186292e-02
-4.64389697e-02 1.29843545e-01 -1.04209911e-01 -1.49227647e-02
-3.04094918e-02 5.34285384e-02]
[ -9.51242081e-02 2.48734756e-03 2.63095086e-02 9.81939070e-02
-6.48211311e-02 1.14510588e-01 2.46367341e-01 2.05267550e-02
-2.70996852e-01 -8.84492950e-02]
[ -2.23248944e-01 -3.39493201e-02 -9.46182199e-02 -3.48401951e-01
1.94397014e-01 1.20820024e-01 1.11799934e-01 1.03145808e-01
-2.10577926e-01 2.79760358e-02]
[ 1.16524695e-02 -3.84290631e-01 -1.26863815e-01 -1.59828333e-01
3.67450547e-01 2.54429547e-02 1.79053494e-01 1.52639893e-01
-1.63869729e-01 -2.20114371e-01]
[ 1.34909718e-01 -2.06125296e-01 -1.45199905e-01 -9.34127843e-04
5.89885803e-02 -5.63480741e-02 4.62517004e-02 -1.50661182e-01
1.31184445e-01 -1.25931432e-01]
[ -1.19280468e-01 8.41584442e-02 2.61751768e-01 -1.30332843e-02
1.64200254e-01 8.31259940e-02 3.58085056e-02 -2.97912308e-01
-1.15432421e-01 -6.16702546e-02]
[ -3.53437586e-01 3.20776370e-02 1.12003299e-02 -3.54853961e-02
1.75348347e-01 -1.70726852e-01 1.00292497e-02 2.33952726e-01
-9.38996298e-02 6.67160206e-02]
[ 1.46335673e-01 3.61757229e-02 -2.34708814e-01 -8.38456461e-02
1.11415253e-01 -2.96732612e-01 5.70380269e-02 -1.67684921e-01
8.07067681e-04 -1.88897455e-01]
[ 2.10064417e-01 -1.79689281e-01 6.32377777e-02 -2.44661683e-02
9.35752722e-02 -3.42300200e-02 3.26479868e-02 -1.36841468e-01
1.11744605e-01 -1.81841116e-01]
[ -1.06173443e-01 -6.57616583e-02 1.20881736e-01 1.07709279e-01
4.81729570e-02 -1.12943328e-01 2.55982661e-01 -7.79016983e-02
1.83245351e-01 -5.66869678e-03]
[ -6.13857080e-03 -1.91874307e-01 1.99675124e-01 -2.50376607e-01
-2.10484074e-02 1.16987186e-01 7.62916227e-02 -1.17007154e-01
1.98204881e-02 2.17544147e-01]]
[[ 0.62230759]
[ 1.5893923 ]
[ 0.27109707]
[ 0.87747696]
[-2.65940203]
[-0.25498457]
[-1.58491303]
[ 0.06963883]
[ 0.69721773]
[ 0.89643162]]
Progress: 32.4% ... Training loss: 0.282 ... Validation loss: 0.460[[ 1.59892743e-01 1.96833572e-01 -1.07112383e-01 1.06479043e-01
-5.23962406e-01 -7.03246869e-02 -4.58563807e-02 1.22000337e-01
-6.19620562e-02 1.83169373e-01]
[ 1.75095437e-02 1.62287204e-01 -1.79117110e-02 4.95702244e-02
7.59207661e-02 -7.82965734e-03 3.02897475e-01 4.16276785e-02
1.45042653e-01 -2.32056753e-02]
[ 1.71597330e-01 6.26234077e-01 6.90285447e-03 -3.95676141e-02
4.54375669e-01 -2.01970583e-02 -7.01105837e-01 -4.07149494e-02
4.52354804e-02 2.63036982e-01]
[ 6.51462355e-03 -3.31374902e-01 -2.19683958e-01 9.16725356e-02
-1.30919901e-02 1.48740182e-01 1.56417021e-01 5.84997285e-02
6.26755157e-02 2.00845138e-01]
[ -1.39640914e-02 1.25867218e-01 -1.46667212e-01 4.51648096e-02
2.09406317e-02 -1.82087131e-01 5.94234518e-02 -1.18250614e-01
-1.87987593e-01 -2.35902308e-02]
[ -3.68994659e-01 -5.56628904e-01 -2.90549250e-01 1.72921392e-01
3.17524978e-02 3.77295190e-02 2.45732784e-01 -3.62346673e-02
-5.66782198e-03 5.67810142e-03]
[ -6.95407787e-03 -2.13665023e-01 8.21691682e-03 8.60976655e-02
2.88242857e-03 -7.01368154e-02 1.84740570e-01 -1.90863797e-01
1.89113687e-01 2.62066260e-02]
[ 1.11823917e-01 -2.48252042e-01 3.41319764e-02 -7.01111474e-02
7.83528715e-02 -4.71607803e-02 8.08951444e-02 1.20031554e-01
8.01625513e-02 -2.48526923e-02]
[ -1.76167576e-01 -1.32436139e-01 -3.04822653e-01 -2.55888748e-02
7.67932412e-03 7.04835129e-02 -1.56323437e-01 -2.91581773e-02
2.58574166e-01 -1.35331114e-01]
[ 6.16774247e-02 -3.76553197e-01 9.25619081e-02 4.02018801e-02
-1.53762845e-02 -1.19300889e-01 1.66995419e-01 -1.02547887e-01
2.80482709e-02 1.13791934e-01]
[ -8.36420672e-02 -3.09999936e-02 3.36411582e-04 -1.46635962e-01
7.91456409e-04 1.89878939e-02 1.68730389e-01 -1.02777856e-01
-1.43706615e-02 -1.26992791e-01]
[ -1.24511886e-01 -1.47174679e-01 -7.32137888e-02 -1.31813827e-02
4.01313176e-01 1.04055648e-01 1.06176467e-01 -1.69345466e-02
-1.78026564e-01 -2.22998629e-01]
[ -1.56972545e-01 4.36118012e-03 6.19163683e-02 2.17009197e-02
-1.72289853e-01 -2.19720223e-01 -1.77935935e-01 -1.97016874e-01
8.69521554e-02 1.74036760e-01]
[ -2.54228679e-01 -2.88058621e-01 1.06431452e-01 2.45165383e-01
-1.01679744e-01 -7.41801951e-02 2.63680800e-02 -2.57810300e-01
-2.41785502e-01 -4.70111136e-02]
[ 1.11448227e-01 -1.44783709e-01 -1.84993445e-02 1.27915104e-01
-4.50801656e-02 -9.00920789e-02 2.00060168e-01 3.98023800e-03
3.47963555e-02 1.61619416e-02]
[ 3.77647603e-02 -8.65610845e-02 -2.10739140e-01 1.51779268e-01
-4.53884549e-02 8.40851192e-02 -5.01079981e-02 -1.97930214e-02
-8.97518956e-02 -4.18429378e-03]
[ -1.17444654e-01 -6.40368060e-02 -2.01077193e-01 1.61496064e-01
-1.26108839e-02 1.32538713e-01 2.16460343e-03 -2.49892017e-01
7.40629283e-02 -1.93704376e-01]
[ -7.61189238e-02 -5.76313033e-02 2.72426778e-01 8.88004423e-02
1.46817633e-01 -5.81528840e-02 -1.05467894e-01 1.19877834e-01
6.48774212e-02 2.34851611e-02]
[ 6.00372967e-02 -1.93946806e-02 8.94497146e-02 9.32570026e-02
4.28039075e-02 -1.84972111e-02 2.22471394e-01 1.20924421e-01
-2.46444736e-02 -5.82009771e-02]
[ 1.48143933e-02 -1.39400561e-01 -2.88382262e-01 -4.17996341e-02
1.45754702e-01 -9.40339382e-02 1.49294024e-01 1.64291324e-01
1.15631196e-01 -2.11296671e-02]
[ 4.71588356e-02 -1.99345266e-02 -1.17769898e-01 4.05165162e-02
-8.24380159e-02 3.23083818e-01 2.68007888e-01 2.04699052e-01
-1.63464846e-01 -6.47527181e-02]
[ -4.66351926e-03 -3.08459648e-02 1.19547932e-01 9.53039912e-02
2.66425726e-02 1.08542999e-01 -1.07562671e-01 -4.23869478e-02
2.05195519e-01 6.73891671e-02]
[ 1.09876464e-01 7.72914333e-02 -4.57817067e-02 -9.92024578e-02
-9.73689380e-02 -3.30093776e-01 1.13631708e-01 8.62892580e-03
1.42567559e-01 8.96112688e-02]
[ -1.00886713e-01 -1.12704313e-02 -1.59217088e-02 2.15048929e-02
9.10793043e-03 -2.03446756e-01 -8.02716989e-02 -1.99922627e-02
1.51797752e-02 1.26436660e-01]
[ -1.48103201e-01 -9.25454229e-02 -1.98602069e-01 -6.84223590e-03
-2.68713689e-01 -3.62652547e-03 1.25442901e-02 -2.40068991e-02
4.42108266e-04 5.72289764e-02]
[ -3.11939056e-02 -9.69344088e-02 -7.51844405e-02 -1.28342963e-01
5.34720734e-01 2.76369506e-01 5.68874326e-01 1.12954950e-01
-1.82793418e-01 -3.78433537e-01]
[ -1.59730832e-02 -3.90269412e-01 -2.98688630e-02 -7.23891324e-02
6.57617624e-01 1.00686256e-01 5.24218076e-01 9.15011695e-02
3.02209695e-02 -3.83149221e-01]
[ 1.10868833e-02 -4.46634733e-01 -4.32643083e-02 -1.07330082e-01
6.76077371e-01 2.35582908e-02 4.94549230e-01 4.87107497e-02
-3.63657528e-01 -2.18755007e-01]
[ -1.67512160e-01 -5.89278927e-01 -8.22989094e-03 -1.99438147e-01
7.57264684e-01 -9.19007697e-02 6.16802484e-01 -8.25534786e-02
-6.47112985e-02 8.68113693e-02]
[ -2.91710840e-01 -4.01086006e-01 5.63140743e-02 -4.56282112e-02
9.11449597e-01 1.41612686e-01 4.19345883e-01 4.77750493e-02
-8.73955459e-02 -1.34533893e-01]
[ -2.05062073e-01 -3.04706344e-01 2.51150637e-01 -2.43887703e-01
6.65957004e-01 -4.41884903e-02 6.88671431e-01 1.30452506e-02
-2.57645196e-01 -2.88552922e-02]
[ -1.27621292e-01 -2.19834812e-01 -1.79775585e-01 -9.77673173e-02
4.79348568e-01 -2.31203994e-01 1.74230808e-01 1.69255439e-01
-6.52440554e-03 -1.15493733e-01]
[ 1.13725378e-01 2.47204302e-01 1.65086811e-01 -8.76615410e-02
-8.87204872e-02 4.89212500e-02 -1.54793632e-01 2.83346583e-01
7.79023174e-02 1.81846571e-01]
[ 3.43074293e-01 3.04531052e-01 -8.60517268e-02 3.03900317e-01
-8.59620496e-01 -2.84922123e-01 -4.60670917e-01 1.76628130e-01
3.75819200e-01 -4.25703204e-02]
[ 4.44776413e-02 1.30225888e-01 2.51845157e-01 2.45990434e-01
-4.82847422e-02 -1.94856257e-01 -1.71902710e-01 -1.33237788e-01
-1.42609900e-01 -2.93009365e-01]
[ 2.58604586e-02 -5.66042634e-02 -1.17322281e-01 -5.08073816e-02
2.28842610e-01 3.97120230e-02 -1.17387525e-02 -1.84346251e-01
3.65133353e-02 2.11100930e-01]
[ 5.53302289e-03 -4.09004377e-02 -6.50104910e-02 -4.48748155e-02
-3.97767065e-02 -1.78867624e-01 7.49698370e-02 1.04832710e-02
4.18458909e-02 1.13950873e-02]
[ 2.79605077e-02 6.91020613e-02 2.43749641e-01 7.23750250e-02
-2.24123147e-01 -1.34409744e-01 1.12971249e-01 3.94780555e-02
-1.86828239e-01 1.05882182e-01]
[ 7.39380446e-02 3.86415802e-02 1.08557309e-01 1.05091018e-02
-2.49737136e-01 6.78586848e-02 5.77616587e-02 -2.70583140e-01
-1.50016250e-02 -8.59306167e-02]
[ -1.18820484e-02 9.18919167e-02 8.43944414e-02 -3.10444904e-02
-3.75114080e-02 1.81067406e-01 9.95718899e-02 1.18378349e-01
-2.23775147e-02 1.71604658e-01]
[ 2.15279937e-01 5.51085590e-02 2.61453681e-02 7.30155967e-02
6.31060741e-02 -2.08164022e-02 -1.50530053e-01 1.47845122e-01
-6.07741226e-02 -2.77254163e-02]
[ 4.38430999e-02 -3.52039646e-03 1.76782740e-02 4.35773956e-02
-4.16667944e-01 -1.23593597e-01 -2.09366704e-01 4.14000895e-02
1.20950650e-01 1.95365189e-01]
[ 5.05932240e-02 5.21582550e-01 1.24706034e-01 4.23277648e-01
-1.13708399e+00 -3.05952601e-01 -6.11300184e-01 -7.17591608e-02
2.93561095e-01 3.37300563e-01]
[ 1.79287749e-01 5.01088351e-01 6.63209275e-02 4.25529802e-01
-8.99742532e-01 -8.42216588e-02 -4.42543508e-01 1.51202835e-01
2.09910745e-01 4.84580790e-01]
[ 2.55997118e-01 3.05148861e-01 2.46371632e-01 1.47176712e-01
-4.21436475e-01 8.04876477e-02 -2.13895109e-01 1.62663631e-01
2.38958504e-01 7.75983146e-02]
[ -7.15442846e-02 2.24663777e-01 2.42537898e-01 1.97774782e-02
-4.68300958e-02 1.29797290e-01 -1.04512487e-01 -1.49115873e-02
-3.02934303e-02 5.35615866e-02]
[ -9.51352185e-02 2.46069214e-03 2.63044869e-02 9.81774875e-02
-6.47723951e-02 1.14515365e-01 2.46390471e-01 2.05254848e-02
-2.71009931e-01 -8.84655231e-02]
[ -2.23310358e-01 -3.41455489e-02 -9.46460371e-02 -3.48473874e-01
1.94608329e-01 1.20842477e-01 1.11962649e-01 1.03139613e-01
-2.10645230e-01 2.79011550e-02]
[ 1.17241452e-02 -3.84285147e-01 -1.26834742e-01 -1.59725781e-01
3.67123989e-01 2.54125527e-02 1.78952530e-01 1.52648186e-01
-1.63791063e-01 -2.20014554e-01]
[ 1.34601816e-01 -2.07273474e-01 -1.45399223e-01 -1.41155894e-03
5.99905715e-02 -5.61329528e-02 4.73899834e-02 -1.50719504e-01
1.30949655e-01 -1.26466685e-01]
[ -1.18995926e-01 8.45260948e-02 2.61913736e-01 -1.26623315e-02
1.63940527e-01 8.30037504e-02 3.49927056e-02 -2.97873533e-01
-1.15196335e-01 -6.12005703e-02]
[ -3.52740398e-01 3.31382799e-02 1.14937649e-02 -3.46353217e-02
1.73216003e-01 -1.70930981e-01 8.81922378e-03 2.34035112e-01
-9.30646143e-02 6.75426561e-02]
[ 1.46157125e-01 3.55178998e-02 -2.34819923e-01 -8.41502899e-02
1.12305124e-01 -2.96659836e-01 5.78073164e-02 -1.67709330e-01
5.61359557e-04 -1.89227332e-01]
[ 2.09217299e-01 -1.82100554e-01 6.28561010e-02 -2.57661017e-02
9.72475152e-02 -3.38844509e-02 3.50930547e-02 -1.36936569e-01
1.10737971e-01 -1.83211780e-01]
[ -1.04823146e-01 -6.28208927e-02 1.21492203e-01 1.09605359e-01
4.29644488e-02 -1.13517714e-01 2.52868088e-01 -7.77431958e-02
1.84666624e-01 -3.64010532e-03]
[ -7.12455934e-03 -1.94520873e-01 1.99241599e-01 -2.51832669e-01
-1.64624075e-02 1.17430426e-01 7.89081025e-02 -1.17129905e-01
1.87432179e-02 2.16268102e-01]]
[[ 0.61782619]
[ 1.58756205]
[ 0.26746402]
[ 0.87922035]
[-2.66388148]
[-0.25821537]
[-1.58192233]
[ 0.06792005]
[ 0.69535538]
[ 0.8925092 ]]
Progress: 32.4% ... Training loss: 0.282 ... Validation loss: 0.461[[ 1.59802446e-01 1.98499574e-01 -1.07052600e-01 1.06782392e-01
-5.26014381e-01 -7.03902221e-02 -4.62047491e-02 1.22027568e-01
-6.19498207e-02 1.83302244e-01]
[ 1.70535767e-02 1.61177986e-01 -1.81057646e-02 4.89510891e-02
7.76231161e-02 -7.64068808e-03 3.03985550e-01 4.15790803e-02
1.44544430e-01 -2.38113229e-02]
[ 1.74863941e-01 6.34550852e-01 8.47057347e-03 -3.48120060e-02
4.43130258e-01 -2.16912891e-02 -7.09233075e-01 -4.03134507e-02
4.89962591e-02 2.68260158e-01]
[ 1.06102431e-02 -3.21715138e-01 -2.17823239e-01 9.76315507e-02
-2.87130267e-02 1.47088424e-01 1.46675792e-01 5.89467831e-02
6.75777551e-02 2.07112831e-01]
[ -1.63301322e-02 1.18341918e-01 -1.47882140e-01 4.13313220e-02
3.11598515e-02 -1.81133738e-01 6.56982542e-02 -1.18541846e-01
-1.90945025e-01 -2.73971569e-02]
[ -3.70894536e-01 -5.60171480e-01 -2.91396414e-01 1.70325192e-01
3.68785495e-02 3.85101084e-02 2.50115430e-01 -3.64451912e-02
-7.86449959e-03 2.73698380e-03]
[ -7.60636433e-03 -2.15591568e-01 7.90451266e-03 8.50946851e-02
5.51983741e-03 -6.98450001e-02 1.86661839e-01 -1.90939007e-01
1.88344996e-01 2.52446506e-02]
[ 1.13019194e-01 -2.43837519e-01 3.47930664e-02 -6.79259344e-02
7.09377809e-02 -4.77860591e-02 7.72279478e-02 1.20197412e-01
8.17539613e-02 -2.26910485e-02]
[ -1.76693998e-01 -1.33353077e-01 -3.05023737e-01 -2.62235854e-02
8.96042998e-03 7.06734615e-02 -1.54764729e-01 -2.92086868e-02
2.58098287e-01 -1.36111579e-01]
[ 6.00610501e-02 -3.78601417e-01 9.19882931e-02 3.84601386e-02
-1.36838174e-02 -1.18771255e-01 1.70648989e-01 -1.02687129e-01
2.64591862e-02 1.11680355e-01]
[ -8.48116288e-02 -3.31395588e-02 -1.60539177e-04 -1.48225645e-01
4.65279239e-03 1.94762341e-02 1.71307921e-01 -1.02905978e-01
-1.56785268e-02 -1.28724487e-01]
[ -1.23609258e-01 -1.44958428e-01 -7.28427846e-02 -1.18986362e-02
3.97388848e-01 1.03674748e-01 1.04140790e-01 -1.68375675e-02
-1.76979451e-01 -2.21677268e-01]
[ -1.56972545e-01 4.36118012e-03 6.19163683e-02 2.17009197e-02
-1.72289853e-01 -2.19720223e-01 -1.77935935e-01 -1.97016874e-01
8.69521554e-02 1.74036760e-01]
[ -2.55707650e-01 -2.91112373e-01 1.05744036e-01 2.43126710e-01
-9.75085898e-02 -7.35479110e-02 2.98548578e-02 -2.57979691e-01
-2.43588654e-01 -4.93026787e-02]
[ 1.11091200e-01 -1.45099204e-01 -1.86550439e-02 1.27471244e-01
-4.42893657e-02 -8.99447341e-02 2.00649102e-01 3.93978271e-03
3.44370328e-02 1.56340958e-02]
[ 3.74011377e-02 -8.73835595e-02 -2.10882192e-01 1.51217588e-01
-4.39558549e-02 8.42154228e-02 -4.91089633e-02 -1.98280662e-02
-9.01437064e-02 -4.76408412e-03]
[ -1.17385200e-01 -6.40411146e-02 -2.01073085e-01 1.61562932e-01
-1.29758575e-02 1.32527666e-01 2.11513161e-03 -2.49892337e-01
7.41411663e-02 -1.93611381e-01]
[ -7.61718194e-02 -5.80506964e-02 2.72394804e-01 8.86934169e-02
1.47094579e-01 -5.81141116e-02 -1.05174648e-01 1.19871516e-01
6.47974017e-02 2.34057833e-02]
[ 5.98093064e-02 -1.96512827e-02 8.93764159e-02 9.29877245e-02
4.34744582e-02 -1.84237896e-02 2.22991998e-01 1.20909838e-01
-2.48758210e-02 -5.84594826e-02]
[ 1.45565592e-02 -1.39376639e-01 -2.88446882e-01 -4.20573171e-02
1.46437018e-01 -9.39469424e-02 1.49502847e-01 1.64270392e-01
1.15378116e-01 -2.13153411e-02]
[ 4.73911359e-02 -1.88805387e-02 -1.17626802e-01 4.10188725e-02
-8.44509818e-02 3.22923381e-01 2.67045919e-01 2.04734750e-01
-1.63077695e-01 -6.42767735e-02]
[ -3.73072303e-03 -2.83788200e-02 1.19983564e-01 9.67566548e-02
2.20154544e-02 1.08122450e-01 -1.09684133e-01 -4.22742801e-02
2.06282409e-01 6.87569120e-02]
[ 1.10087618e-01 7.78471537e-02 -4.56842432e-02 -9.88355601e-02
-9.79771802e-02 -3.30191511e-01 1.13281654e-01 8.65748392e-03
1.42753223e-01 8.98650633e-02]
[ -1.01472197e-01 -1.27991658e-02 -1.61802604e-02 2.06714428e-02
1.12716816e-02 -2.03217196e-01 -7.87715371e-02 -2.00555415e-02
1.45448705e-02 1.25653161e-01]
[ -1.48098390e-01 -9.22169711e-02 -1.98567318e-01 -6.76805090e-03
-2.69659031e-01 -3.63836490e-03 1.26250907e-02 -2.40038856e-02
6.07966026e-04 5.72228408e-02]
[ -3.13908559e-02 -9.76228951e-02 -7.52711141e-02 -1.28656007e-01
5.35785138e-01 2.76455476e-01 5.69436842e-01 1.12935022e-01
-1.83029920e-01 -3.78707020e-01]
[ -1.59573670e-02 -3.90242061e-01 -2.98620973e-02 -7.23670505e-02
6.57552318e-01 1.00680191e-01 5.24189580e-01 9.15028761e-02
3.02388784e-02 -3.83127347e-01]
[ 1.09860595e-02 -4.46924362e-01 -4.33145366e-02 -1.07491614e-01
6.76536932e-01 2.36023191e-02 4.94795616e-01 4.86993794e-02
-3.63772100e-01 -2.18888001e-01]
[ -1.67784273e-01 -5.89912573e-01 -8.33647293e-03 -1.99789119e-01
7.58156841e-01 -9.17962059e-02 6.17398941e-01 -8.25805666e-02
-6.49965330e-02 8.64876290e-02]
[ -2.91768506e-01 -4.01424231e-01 5.62870631e-02 -4.57110283e-02
9.11602683e-01 1.41632028e-01 4.19638981e-01 4.77685719e-02
-8.74582768e-02 -1.34599804e-01]
[ -2.04969142e-01 -3.04600741e-01 2.51193852e-01 -2.43739892e-01
6.65505208e-01 -4.42311593e-02 6.88559614e-01 1.30565135e-02
-2.57531216e-01 -2.87038928e-02]
[ -1.27620966e-01 -2.19895729e-01 -1.79774512e-01 -9.77688775e-02
4.79404755e-01 -2.31210508e-01 1.74250634e-01 1.69255283e-01
-6.53633450e-03 -1.15497633e-01]
[ 1.13770934e-01 2.47614138e-01 1.65117675e-01 -8.75568439e-02
-8.93511056e-02 4.89016617e-02 -1.55073835e-01 2.83350599e-01
7.79688840e-02 1.81942427e-01]
[ 3.42723692e-01 3.05431882e-01 -8.60640554e-02 3.03849636e-01
-8.61003329e-01 -2.84859047e-01 -4.60253590e-01 1.76617206e-01
3.75757768e-01 -4.27437452e-02]
[ 4.45702628e-02 1.30545564e-01 2.51881608e-01 2.46127246e-01
-4.87322716e-02 -1.94891555e-01 -1.72183964e-01 -1.33229075e-01
-1.42507851e-01 -2.92930675e-01]
[ 2.54503716e-02 -5.74715141e-02 -1.17502120e-01 -5.13946532e-02
2.30301886e-01 3.98683114e-02 -1.08098266e-02 -1.84388688e-01
3.60414954e-02 2.10525899e-01]
[ 4.86678101e-03 -4.23160653e-02 -6.52958791e-02 -4.58370001e-02
-3.72662469e-02 -1.78593518e-01 7.66805102e-02 1.04050037e-02
4.11270093e-02 1.03827180e-02]
[ 2.80688262e-02 6.94449022e-02 2.43802224e-01 7.25452806e-02
-2.24615526e-01 -1.34464922e-01 1.12770161e-01 3.94907691e-02
-1.86706295e-01 1.06029633e-01]
[ 7.38337440e-02 3.81966129e-02 1.08508314e-01 1.03632514e-02
-2.49344019e-01 6.79003197e-02 5.81914408e-02 -2.70592800e-01
-1.51220468e-02 -8.61068844e-02]
[ -1.21736659e-02 9.13434953e-02 8.42713577e-02 -3.14458710e-02
-3.64667171e-02 1.81174264e-01 1.00274696e-01 1.18349224e-01
-2.26972264e-02 1.71133485e-01]
[ 2.15363233e-01 5.52389877e-02 2.61604220e-02 7.30978209e-02
6.27262327e-02 -2.08329774e-02 -1.50709346e-01 1.47851818e-01
-6.07075057e-02 -2.76368559e-02]
[ 4.43598700e-02 -2.42828908e-03 1.78898349e-02 4.43079958e-02
-4.18755851e-01 -1.23794582e-01 -2.10602509e-01 4.14558586e-02
1.21509602e-01 1.96102943e-01]
[ 5.04813542e-02 5.21281180e-01 1.24612869e-01 4.23058390e-01
-1.13726561e+00 -3.05890783e-01 -6.10925997e-01 -7.17787014e-02
2.93339977e-01 3.37036543e-01]
[ 1.79038788e-01 5.00713660e-01 6.62189311e-02 4.25273477e-01
-8.99516799e-01 -8.41237085e-02 -4.41772078e-01 1.51181256e-01
2.09597369e-01 4.84145425e-01]
[ 2.55976184e-01 3.05588739e-01 2.46394887e-01 1.47279703e-01
-4.21939696e-01 8.04453307e-02 -2.14229339e-01 1.62670093e-01
2.39014502e-01 7.76423817e-02]
[ -7.14146181e-02 2.25106783e-01 2.42597271e-01 1.99634068e-02
-4.73475706e-02 1.29743764e-01 -1.04978471e-01 -1.48979802e-02
-3.01592957e-02 5.37567182e-02]
[ -9.51292525e-02 2.53610126e-03 2.63063816e-02 9.81873340e-02
-6.48105080e-02 1.14514099e-01 2.46305207e-01 2.05262010e-02
-2.71007390e-01 -8.84596162e-02]
[ -2.23442089e-01 -3.44568087e-02 -9.47005925e-02 -3.48659800e-01
1.95100497e-01 1.20895714e-01 1.12285581e-01 1.03125747e-01
-2.10787541e-01 2.77447888e-02]
[ 1.17135646e-02 -3.84269159e-01 -1.26846548e-01 -1.59748906e-01
3.67181258e-01 2.54207355e-02 1.78975044e-01 1.52646556e-01
-1.63801532e-01 -2.20039113e-01]
[ 1.33869014e-01 -2.07755101e-01 -1.45715618e-01 -2.30618690e-03
6.07396806e-02 -5.58326682e-02 4.89644006e-02 -1.50807820e-01
1.30263947e-01 -1.27570943e-01]
[ -1.19704857e-01 8.27592982e-02 2.61643015e-01 -1.35710222e-02
1.65870769e-01 8.32944954e-02 3.70959229e-02 -2.97940352e-01
-1.15983079e-01 -6.21737083e-02]
[ -3.54388128e-01 2.93495268e-02 1.07741029e-02 -3.70014246e-02
1.79659850e-01 -1.70270469e-01 1.28167021e-02 2.33853249e-01
-9.49329114e-02 6.51181760e-02]
[ 1.46782522e-01 3.70463451e-02 -2.34561583e-01 -8.32575011e-02
1.09803918e-01 -2.96918314e-01 5.64742232e-02 -1.67638944e-01
1.22630145e-03 -1.88359895e-01]
[ 2.11026834e-01 -1.76962791e-01 6.37538513e-02 -2.28542833e-02
8.85905472e-02 -3.47329547e-02 3.03141117e-02 -1.36707429e-01
1.12956985e-01 -1.80322822e-01]
[ -1.05444573e-01 -6.41647300e-02 1.21188938e-01 1.08723552e-01
4.51890449e-02 -1.13237554e-01 2.54148491e-01 -7.78141558e-02
1.83914617e-01 -4.61025523e-03]
[ -7.73190804e-03 -1.95777601e-01 1.98995990e-01 -2.52634725e-01
-1.50225522e-02 1.17642779e-01 8.02600486e-02 -1.17191858e-01
1.81021827e-02 2.15461820e-01]]
[[ 0.6176355 ]
[ 1.58570692]
[ 0.26204692]
[ 0.87295998]
[-2.66738224]
[-0.26094352]
[-1.59270159]
[ 0.06451582]
[ 0.69223717]
[ 0.88898054]]
Progress: 32.5% ... Training loss: 0.282 ... Validation loss: 0.461[[ 1.61218450e-01 2.01640837e-01 -1.06499814e-01 1.08511718e-01
-5.29024003e-01 -7.09205744e-02 -5.01133404e-02 1.22172504e-01
-6.05024929e-02 1.85157316e-01]
[ 1.69916279e-02 1.61007606e-01 -1.81318850e-02 4.88607901e-02
7.79401408e-02 -7.61832197e-03 3.04177580e-01 4.15724061e-02
1.44484900e-01 -2.38981376e-02]
[ 1.76045611e-01 6.36261658e-01 8.78286240e-03 -3.37787642e-02
4.41780665e-01 -2.20064090e-02 -7.12203423e-01 -4.02244986e-02
5.00627559e-02 2.69530926e-01]
[ 1.16987420e-02 -3.18017930e-01 -2.17306067e-01 9.93429795e-02
-3.35722671e-02 1.46561108e-01 1.43253815e-01 5.90571535e-02
6.88613032e-02 2.08828686e-01]
[ -1.50677888e-02 1.19890024e-01 -1.47324480e-01 4.32936891e-02
2.54878703e-02 -1.81740296e-01 6.38177965e-02 -1.18394205e-01
-1.89426345e-01 -2.55790962e-02]
[ -3.71134558e-01 -5.60745338e-01 -2.91473370e-01 1.70129782e-01
3.66676589e-02 3.85629921e-02 2.51061793e-01 -3.64624841e-02
-8.04889179e-03 2.39680860e-03]
[ -5.76942837e-03 -2.11182448e-01 8.68368535e-03 8.75846311e-02
-3.23371979e-04 -7.05958520e-02 1.81976546e-01 -1.90737206e-01
1.90329195e-01 2.78596328e-02]
[ 1.13387916e-01 -2.43418504e-01 3.48834247e-02 -6.75997880e-02
7.03108772e-02 -4.79031691e-02 7.64118745e-02 1.20219042e-01
8.20698854e-02 -2.23735781e-02]
[ -1.76843277e-01 -1.33724788e-01 -3.05082700e-01 -2.64066683e-02
9.55205152e-03 7.07369593e-02 -1.54431521e-01 -2.92224197e-02
2.57983033e-01 -1.36309993e-01]
[ 5.98021763e-02 -3.79407013e-01 9.18254704e-02 3.79108005e-02
-1.21495138e-02 -1.18596424e-01 1.71641488e-01 -1.02720843e-01
2.61725466e-02 1.11035003e-01]
[ -8.32915543e-02 -2.96336821e-02 5.11267940e-04 -1.46025208e-01
-8.41277168e-04 1.87913010e-02 1.67455234e-01 -1.02738198e-01
-1.40202835e-02 -1.26510638e-01]
[ -1.23054101e-01 -1.43776143e-01 -7.26181562e-02 -1.11121356e-02
3.95259232e-01 1.03433270e-01 1.02779182e-01 -1.67792281e-02
-1.76350578e-01 -2.20851902e-01]
[ -1.56972545e-01 4.36118012e-03 6.19163683e-02 2.17009197e-02
-1.72289853e-01 -2.19720223e-01 -1.77935935e-01 -1.97016874e-01
8.69521554e-02 1.74036760e-01]
[ -2.55603871e-01 -2.91192020e-01 1.05784232e-01 2.43294943e-01
-9.83189237e-02 -7.36091042e-02 2.98798999e-02 -2.57966423e-01
-2.43480254e-01 -4.91921103e-02]
[ 1.11363902e-01 -1.44618656e-01 -1.85366833e-02 1.27854320e-01
-4.51684999e-02 -9.00602347e-02 2.00184804e-01 3.96948714e-03
3.47619466e-02 1.60367045e-02]
[ 3.72693401e-02 -8.73729553e-02 -2.10940555e-01 1.51066146e-01
-4.29854377e-02 8.42368546e-02 -4.89348030e-02 -1.98367138e-02
-9.03112226e-02 -4.92397118e-03]
[ -1.17349413e-01 -6.38776013e-02 -2.01045416e-01 1.61597826e-01
-1.24167151e-02 1.32510738e-01 1.91868713e-03 -2.49881784e-01
7.41796674e-02 -1.93522059e-01]
[ -7.50556553e-02 -5.54248313e-02 2.72858752e-01 9.02810229e-02
1.42288986e-01 -5.85755387e-02 -1.07861216e-01 1.19988749e-01
6.60249575e-02 2.49915574e-02]
[ 6.05434944e-02 -1.82380306e-02 8.96867866e-02 9.39434345e-02
4.11774565e-02 -1.87041140e-02 2.21222081e-01 1.20987007e-01
-2.40774057e-02 -5.74563696e-02]
[ 1.43786785e-02 -1.40382818e-01 -2.88604317e-01 -4.25597840e-02
1.48252223e-01 -9.38266671e-02 1.49958434e-01 1.64233007e-01
1.15140863e-01 -2.17555681e-02]
[ 4.67445986e-02 -2.05987057e-02 -1.17929647e-01 4.00183599e-02
-8.14828968e-02 3.23221239e-01 2.68829908e-01 2.04661151e-01
-1.63865399e-01 -6.52688622e-02]
[ -2.76385618e-03 -2.57515810e-02 1.20427590e-01 9.82318942e-02
1.75809463e-02 1.07689238e-01 -1.12169802e-01 -4.21674252e-02
2.07367938e-01 7.01431137e-02]
[ 1.10113332e-01 7.78610847e-02 -4.56779069e-02 -9.87991118e-02
-9.78465981e-02 -3.30192116e-01 1.13157360e-01 8.65981646e-03
1.42766511e-01 8.98936122e-02]
[ -1.01334225e-01 -1.26042813e-02 -1.61141316e-02 2.08963714e-02
1.05889764e-02 -2.03281419e-01 -7.90872077e-02 -2.00390647e-02
1.47272687e-02 1.25869234e-01]
[ -1.48718990e-01 -9.30602498e-02 -1.98792099e-01 -7.54216445e-03
-2.68282569e-01 -3.39609824e-03 1.40073791e-02 -2.40654396e-02
2.19147570e-05 5.63866974e-02]
[ -3.11190006e-02 -9.71053544e-02 -7.51500944e-02 -1.28244799e-01
5.34657337e-01 2.76330588e-01 5.68955076e-01 1.12965566e-01
-1.82702071e-01 -3.78284074e-01]
[ -1.60745523e-02 -3.90692342e-01 -2.99105194e-02 -7.25321342e-02
6.58029461e-01 1.00730706e-01 5.24647961e-01 9.14902763e-02
3.01081430e-02 -3.83340099e-01]
[ 1.09589308e-02 -4.47083725e-01 -4.33321627e-02 -1.07514963e-01
6.76672310e-01 2.36078503e-02 4.94974894e-01 4.86965471e-02
-3.63807932e-01 -2.18922014e-01]
[ -1.67726330e-01 -5.89754120e-01 -8.32449892e-03 -1.99696837e-01
7.58114857e-01 -9.18241911e-02 6.17294999e-01 -8.25741419e-02
-6.49284762e-02 8.65959165e-02]
[ -2.91722485e-01 -4.01468551e-01 5.63172703e-02 -4.56286834e-02
9.11374790e-01 1.41615394e-01 4.19720895e-01 4.77736474e-02
-8.73964756e-02 -1.34546976e-01]
[ -2.05107192e-01 -3.04880628e-01 2.51137257e-01 -2.43931033e-01
6.66066807e-01 -4.41724367e-02 6.88869132e-01 1.30419333e-02
-2.57680731e-01 -2.88999257e-02]
[ -1.27532823e-01 -2.19697079e-01 -1.79733675e-01 -9.76203671e-02
4.78964321e-01 -2.31251490e-01 1.73977308e-01 1.69265828e-01
-6.42123948e-03 -1.15347518e-01]
[ 1.14321985e-01 2.48888510e-01 1.65356864e-01 -8.67736561e-02
-9.17206839e-02 4.86721854e-02 -1.56489091e-01 2.83406010e-01
7.85352284e-02 1.82700179e-01]
[ 3.42489730e-01 3.05019751e-01 -8.62029372e-02 3.03277767e-01
-8.58624382e-01 -2.84713986e-01 -4.60333065e-01 1.76578072e-01
3.75411914e-01 -4.31952734e-02]
[ 4.44902043e-02 1.30187530e-01 2.51841768e-01 2.46022906e-01
-4.84505170e-02 -1.94869368e-01 -1.71870134e-01 -1.33234063e-01
-1.42596974e-01 -2.93018153e-01]
[ 2.53856666e-02 -5.75986699e-02 -1.17534298e-01 -5.14983618e-02
2.30505269e-01 3.99040964e-02 -1.06405369e-02 -1.84396504e-01
3.59625440e-02 2.10413783e-01]
[ 4.18588195e-03 -4.38768832e-02 -6.55918083e-02 -4.68205557e-02
-3.44336090e-02 -1.78315267e-01 7.83880296e-02 1.03337442e-02
4.03413940e-02 9.39407391e-03]
[ 2.85527583e-02 7.06815413e-02 2.44002596e-01 7.32148872e-02
-2.26596745e-01 -1.34655862e-01 1.11533566e-01 3.95393227e-02
-1.86176244e-01 1.06700960e-01]
[ 7.39139396e-02 3.85136694e-02 1.08550603e-01 1.05048930e-02
-2.49608471e-01 6.78532658e-02 5.79460268e-02 -2.70582638e-01
-1.50119818e-02 -8.59517819e-02]
[ -1.22810721e-02 9.10621043e-02 8.42287709e-02 -3.16049907e-02
-3.59790299e-02 1.81220295e-01 1.00555908e-01 1.18337520e-01
-2.28218402e-02 1.70973780e-01]
[ 2.15547014e-01 5.56055161e-02 2.62412775e-02 7.33751967e-02
6.20208174e-02 -2.09262128e-02 -1.51106820e-01 1.47873412e-01
-6.04965486e-02 -2.73592371e-02]
[ 4.44709355e-02 -2.01322635e-03 1.79358715e-02 4.44631501e-02
-4.19396734e-01 -1.23828548e-01 -2.10886330e-01 4.14683155e-02
1.21623271e-01 1.96207693e-01]
[ 5.15073098e-02 5.23509024e-01 1.25038673e-01 4.24393531e-01
-1.14060473e+00 -3.06281198e-01 -6.13426725e-01 -7.16720072e-02
2.94471285e-01 3.38437732e-01]
[ 1.79133099e-01 5.00977864e-01 6.62693424e-02 4.25448656e-01
-9.00166665e-01 -8.41697454e-02 -4.41927458e-01 1.51194122e-01
2.09705115e-01 4.84266742e-01]
[ 2.55872960e-01 3.05506257e-01 2.46344949e-01 1.47171954e-01
-4.21948352e-01 8.04699638e-02 -2.14025994e-01 1.62662409e-01
2.38965199e-01 7.75339736e-02]
[ -7.11226329e-02 2.25847445e-01 2.42720944e-01 2.03883307e-02
-4.85991227e-02 1.29616406e-01 -1.05709174e-01 -1.48657387e-02
-2.98205311e-02 5.41620808e-02]
[ -9.51698440e-02 2.38206387e-03 2.62954697e-02 9.81489060e-02
-6.46898474e-02 1.14521697e-01 2.46451986e-01 2.05235197e-02
-2.71034605e-01 -8.84947684e-02]
[ -2.23312091e-01 -3.42051356e-02 -9.46484883e-02 -3.48476278e-01
1.94608299e-01 1.20840887e-01 1.11960830e-01 1.03140066e-01
-2.10646997e-01 2.79349529e-02]
[ 1.17068959e-02 -3.84445377e-01 -1.26844798e-01 -1.59743039e-01
3.67153737e-01 2.54186399e-02 1.79130814e-01 1.52647355e-01
-1.63806549e-01 -2.20078181e-01]
[ 1.34199133e-01 -2.06732559e-01 -1.45578480e-01 -1.84624253e-03
5.86531382e-02 -5.59645806e-02 4.81226805e-02 -1.50778193e-01
1.30713785e-01 -1.27170803e-01]
[ -1.19343546e-01 8.34796581e-02 2.61798633e-01 -1.30779261e-02
1.64879998e-01 8.31331370e-02 3.63676255e-02 -2.97901257e-01
-1.15559982e-01 -6.17180209e-02]
[ -3.53867784e-01 3.03389904e-02 1.10026511e-02 -3.62133188e-02
1.77773513e-01 -1.70504999e-01 1.16426259e-02 2.33914484e-01
-9.43001732e-02 6.59759314e-02]
[ 1.46565981e-01 3.66255616e-02 -2.34655751e-01 -8.35189479e-02
1.10344469e-01 -2.96849751e-01 5.70734309e-02 -1.67658761e-01
9.97124718e-04 -1.88677878e-01]
[ 2.11522592e-01 -1.75711171e-01 6.39688424e-02 -2.22091427e-02
8.76958355e-02 -3.49594130e-02 2.90246943e-02 -1.36650549e-01
1.13424023e-01 -1.79641021e-01]
[ -1.04421834e-01 -6.21208300e-02 1.21611178e-01 1.10141229e-01
4.10373408e-02 -1.13616874e-01 2.51854236e-01 -7.77077646e-02
1.84988219e-01 -3.23426559e-03]
[ -8.42928145e-03 -1.97502138e-01 1.98665236e-01 -2.53739642e-01
-1.16424179e-02 1.17956215e-01 8.17668110e-02 -1.17272865e-01
1.72855224e-02 2.14402292e-01]]
[[ 0.62375146]
[ 1.59307846]
[ 0.26932307]
[ 0.88076768]
[-2.66189337]
[-0.25608739]
[-1.58767462]
[ 0.06984944]
[ 0.69920497]
[ 0.89620172]]
Progress: 32.5% ... Training loss: 0.282 ... Validation loss: 0.462[[ 1.61592531e-01 2.03249394e-01 -1.06386846e-01 1.08914746e-01
-5.28983784e-01 -7.10081839e-02 -5.13275526e-02 1.22203244e-01
-6.02325345e-02 1.85657038e-01]
[ 1.69908854e-02 1.60942467e-01 -1.81325376e-02 4.88450542e-02
7.83345529e-02 -7.61419214e-03 3.04208291e-01 4.15717663e-02
1.44470317e-01 -2.38865995e-02]
[ 1.75224001e-01 6.35712051e-01 8.24728441e-03 -3.54028207e-02
4.47243535e-01 -2.15399904e-02 -7.11212113e-01 -4.03626260e-02
4.87976430e-02 2.68022949e-01]
[ 1.01199531e-02 -3.23374736e-01 -2.17770554e-01 9.73003291e-02
-2.61813175e-02 1.47086182e-01 1.48017782e-01 5.89020147e-02
6.73014830e-02 2.06788283e-01]
[ -1.43913944e-02 1.21390746e-01 -1.46932541e-01 4.45894001e-02
2.13312260e-02 -1.81964169e-01 6.25934000e-02 -1.18324789e-01
-1.88347088e-01 -2.44790797e-02]
[ -3.72373257e-01 -5.63645267e-01 -2.91999455e-01 1.68455545e-01
4.06010189e-02 3.90542014e-02 2.54273777e-01 -3.65959296e-02
-9.46224350e-03 5.77881408e-04]
[ -2.89360200e-03 -2.03968980e-01 9.88059314e-03 9.16225195e-02
-1.11624966e-02 -7.17297297e-02 1.75173062e-01 -1.90421733e-01
1.93621694e-01 3.19603447e-02]
[ 1.11092732e-01 -2.49296203e-01 3.38327953e-02 -7.10146382e-02
8.04334618e-02 -4.69201796e-02 8.22033414e-02 1.19944324e-01
7.93820430e-02 -2.57508037e-02]
[ -1.76039466e-01 -1.32197211e-01 -3.04687766e-01 -2.52117283e-02
6.63236732e-03 7.03738831e-02 -1.55928866e-01 -2.91276381e-02
2.58728908e-01 -1.35192881e-01]
[ 6.17874524e-02 -3.74362339e-01 9.25704090e-02 4.05806740e-02
-1.95058877e-02 -1.19339324e-01 1.67313869e-01 -1.02516881e-01
2.81261332e-02 1.13684946e-01]
[ -8.40723966e-02 -3.17652254e-02 1.87981153e-04 -1.47102142e-01
2.13665555e-03 1.90997470e-02 1.69419597e-01 -1.02819700e-01
-1.48897177e-02 -1.27664106e-01]
[ -1.24112780e-01 -1.46725858e-01 -7.30246818e-02 -1.25613333e-02
3.99934809e-01 1.03844968e-01 1.05845062e-01 -1.68995968e-02
-1.77497551e-01 -2.22326705e-01]
[ -1.56972545e-01 4.36118012e-03 6.19163683e-02 2.17009197e-02
-1.72289853e-01 -2.19720223e-01 -1.77935935e-01 -1.97016874e-01
8.69521554e-02 1.74036760e-01]
[ -2.56018554e-01 -2.92020310e-01 1.05591260e-01 2.42711922e-01
-9.70404990e-02 -7.34441052e-02 3.08013719e-02 -2.58010714e-01
-2.43963304e-01 -4.98007889e-02]
[ 1.10833091e-01 -1.46022181e-01 -1.87725226e-02 1.27132532e-01
-4.36527193e-02 -8.98403478e-02 2.01695542e-01 3.91000885e-03
3.41196991e-02 1.52410927e-02]
[ 3.69760029e-02 -8.77201771e-02 -2.11018461e-01 1.50693869e-01
-4.14233779e-02 8.43580545e-02 -4.84222178e-02 -1.98621638e-02
-9.05455565e-02 -5.26693915e-03]
[ -1.16306006e-01 -6.15733173e-02 -2.00584642e-01 1.63061675e-01
-1.64504252e-02 1.32098189e-01 -3.56088306e-04 -2.49774067e-01
7.53663114e-02 -1.92030327e-01]
[ -7.32796689e-02 -5.12754492e-02 2.73583954e-01 9.27804911e-02
1.35596768e-01 -5.92780282e-02 -1.11704675e-01 1.20190124e-01
6.80146568e-02 2.74600952e-02]
[ 6.05462557e-02 -1.79045544e-02 8.96536114e-02 9.39209222e-02
4.09307541e-02 -1.87120423e-02 2.20914150e-01 1.20981883e-01
-2.40902893e-02 -5.74871482e-02]
[ 1.38678678e-02 -1.41638720e-01 -2.88847524e-01 -4.33381763e-02
1.50746108e-01 -9.36085027e-02 1.51228929e-01 1.64172335e-01
1.14516519e-01 -2.25222657e-02]
[ 4.62837539e-02 -2.17922148e-02 -1.18150203e-01 3.92768030e-02
-7.96072844e-02 3.23428196e-01 2.69971321e-01 2.04603157e-01
-1.64441043e-01 -6.59982554e-02]
[ -4.14589220e-03 -2.92148318e-02 1.19813488e-01 9.62582092e-02
2.35822367e-02 1.08266463e-01 -1.08516537e-01 -4.23300758e-02
2.05827882e-01 6.81676424e-02]
[ 1.10777326e-01 7.94064440e-02 -4.53842532e-02 -9.78285185e-02
-9.99547675e-02 -3.30462061e-01 1.11644571e-01 8.73679206e-03
1.43350308e-01 9.08399755e-02]
[ -1.01473389e-01 -1.29709044e-02 -1.61534667e-02 2.07141924e-02
1.09020905e-02 -2.03250635e-01 -7.87212137e-02 -2.00533151e-02
1.45693987e-02 1.25670973e-01]
[ -1.48327696e-01 -9.25710129e-02 -1.98599510e-01 -6.95692302e-03
-2.69944801e-01 -3.56515625e-03 1.32729922e-02 -2.40195063e-02
4.69383064e-04 5.69495947e-02]
[ -3.07241334e-02 -9.63440968e-02 -7.49870968e-02 -1.27694583e-01
5.33396844e-01 2.76173705e-01 5.68245396e-01 1.13007622e-01
-1.82274461e-01 -3.77760370e-01]
[ -1.59906416e-02 -3.90479775e-01 -2.98706442e-02 -7.23857274e-02
6.57602540e-01 1.00706470e-01 5.24604387e-01 9.15017853e-02
3.01936540e-02 -3.83211679e-01]
[ 1.07113046e-02 -4.47878072e-01 -4.34399154e-02 -1.07867167e-01
6.77741173e-01 2.37102976e-02 4.95735454e-01 4.86694508e-02
-3.64085062e-01 -2.19292613e-01]
[ -1.67847979e-01 -5.89920689e-01 -8.38009719e-03 -1.99879042e-01
7.58658267e-01 -9.17718848e-02 6.17496546e-01 -8.25885465e-02
-6.50681839e-02 8.64167037e-02]
[ -2.91459595e-01 -4.01239891e-01 5.64284645e-02 -4.52324467e-02
9.10322154e-01 1.41496535e-01 4.19502419e-01 4.78070780e-02
-8.70718171e-02 -1.34147756e-01]
[ -2.05116697e-01 -3.05147942e-01 2.51138976e-01 -2.43922931e-01
6.66014156e-01 -4.41764602e-02 6.89153597e-01 1.30434808e-02
-2.57671332e-01 -2.88837569e-02]
[ -1.27261969e-01 -2.19202953e-01 -1.79619380e-01 -9.72102643e-02
4.77849145e-01 -2.31372515e-01 1.73377052e-01 1.69297326e-01
-6.10165939e-03 -1.14940842e-01]
[ 1.14073652e-01 2.48301890e-01 1.65263400e-01 -8.71351873e-02
-9.04743980e-02 4.87786123e-02 -1.55934615e-01 2.83377098e-01
7.82444447e-02 1.82346645e-01]
[ 3.43397906e-01 3.07565901e-01 -8.57787160e-02 3.04596247e-01
-8.61426966e-01 -2.85071316e-01 -4.62778729e-01 1.76686670e-01
3.76330829e-01 -4.17944120e-02]
[ 4.50201576e-02 1.31087427e-01 2.52073627e-01 2.46707926e-01
-5.02967855e-02 -1.95089483e-01 -1.73027090e-01 -1.33174718e-01
-1.42005108e-01 -2.92291792e-01]
[ 2.59934780e-02 -5.61700152e-02 -1.17274275e-01 -5.06287588e-02
2.27929847e-01 3.96451351e-02 -1.21647385e-02 -1.84325335e-01
3.66664303e-02 2.11254178e-01]
[ 4.47529117e-03 -4.30384496e-02 -6.54595339e-02 -4.63961711e-02
-3.57739097e-02 -1.78431038e-01 7.76067003e-02 1.03672979e-02
4.06660161e-02 9.78819343e-03]
[ 2.79965590e-02 6.93690531e-02 2.43761718e-01 7.24235277e-02
-2.24245029e-01 -1.34432021e-01 1.12882786e-01 3.94755993e-02
-1.86790498e-01 1.05901976e-01]
[ 7.32333970e-02 3.68561670e-02 1.08223730e-01 9.53451768e-03
-2.47008720e-01 6.81272574e-02 5.95663007e-02 -2.70658726e-01
-1.57576594e-02 -8.69575476e-02]
[ -1.26711243e-02 9.04443250e-02 8.40281163e-02 -3.22565175e-02
-3.43953060e-02 1.81387986e-01 1.01444282e-01 1.18287513e-01
-2.33227537e-02 1.70323347e-01]
[ 2.15555521e-01 5.56968386e-02 2.62489092e-02 7.33375153e-02
6.21650906e-02 -2.09167775e-02 -1.51207401e-01 1.47865400e-01
-6.05264502e-02 -2.74071566e-02]
[ 4.46204255e-02 -1.59526993e-03 1.80030649e-02 4.46680719e-02
-4.19855662e-01 -1.23866345e-01 -2.11348611e-01 4.14768369e-02
1.21795551e-01 1.96427672e-01]
[ 5.11986678e-02 5.22830987e-01 1.24884202e-01 4.23989077e-01
-1.14010596e+00 -3.06164485e-01 -6.12246307e-01 -7.17052902e-02
2.94028713e-01 3.37944865e-01]
[ 1.78731876e-01 4.99797201e-01 6.60764794e-02 4.24854569e-01
-8.98295810e-01 -8.39860618e-02 -4.40856860e-01 1.51143214e-01
2.09194403e-01 4.83723455e-01]
[ 2.56106213e-01 3.06094282e-01 2.46457772e-01 1.47527182e-01
-4.23176959e-01 8.03645195e-02 -2.14611431e-01 1.62685638e-01
2.39258550e-01 7.78432087e-02]
[ -7.11701145e-02 2.25805522e-01 2.42690423e-01 2.03206210e-02
-4.84963277e-02 1.29638332e-01 -1.05624076e-01 -1.48713608e-02
-2.98789386e-02 5.40822593e-02]
[ -9.53907561e-02 1.89760413e-03 2.62011731e-02 9.78384087e-02
-6.37541932e-02 1.14614700e-01 2.46915983e-01 2.04990856e-02
-2.71289807e-01 -8.88072073e-02]
[ -2.23721712e-01 -3.50395590e-02 -9.48224435e-02 -3.49046451e-01
1.96324550e-01 1.21005149e-01 1.12923972e-01 1.03094800e-01
-2.11069878e-01 2.73641404e-02]
[ 1.17553156e-02 -3.84366884e-01 -1.26824450e-01 -1.59674194e-01
3.66948513e-01 2.54006019e-02 1.79039705e-01 1.52652744e-01
-1.63752906e-01 -2.20015972e-01]
[ 1.34086011e-01 -2.06978970e-01 -1.45608883e-01 -1.96138845e-03
5.87494842e-02 -5.59178539e-02 4.86664869e-02 -1.50787786e-01
1.30641492e-01 -1.27352417e-01]
[ -1.19457133e-01 8.29931214e-02 2.61739117e-01 -1.32813960e-02
1.65583140e-01 8.31781997e-02 3.68685473e-02 -2.97913415e-01
-1.15726212e-01 -6.19100821e-02]
[ -3.54070563e-01 2.98943531e-02 1.09202435e-02 -3.64324684e-02
1.78198678e-01 -1.70434127e-01 1.22941942e-02 2.33891741e-01
-9.45319852e-02 6.56332563e-02]
[ 1.45161531e-01 3.33604672e-02 -2.35252050e-01 -8.56155098e-02
1.16272532e-01 -2.96280993e-01 6.05784828e-02 -1.67821782e-01
-6.46903988e-04 -1.90773115e-01]
[ 2.10953274e-01 -1.77299520e-01 6.36757175e-02 -2.30691516e-02
9.12117104e-02 -3.46651945e-02 3.05955392e-02 -1.36716588e-01
1.12722121e-01 -1.80470732e-01]
[ -1.04006491e-01 -6.14948025e-02 1.21814267e-01 1.10739159e-01
3.97735320e-02 -1.13804750e-01 2.51186313e-01 -7.76556481e-02
1.85298231e-01 -2.58160295e-03]
[ -6.29561342e-03 -1.92133720e-01 1.99539023e-01 -2.50699495e-01
-2.07500647e-02 1.17095699e-01 7.63651633e-02 -1.17049336e-01
1.97289545e-02 2.17412600e-01]]
[[ 0.6240586 ]
[ 1.59337933]
[ 0.27137414]
[ 0.88133365]
[-2.66287401]
[-0.25686328]
[-1.58721883]
[ 0.06880283]
[ 0.70145875]
[ 0.89677909]]
Progress: 32.5% ... Training loss: 0.282 ... Validation loss: 0.461[[ 1.60050794e-01 2.00844920e-01 -1.06916949e-01 1.07138437e-01
-5.25853924e-01 -7.04795991e-02 -4.89844642e-02 1.22057301e-01
-6.17685495e-02 1.83898581e-01]
[ 1.67727027e-02 1.60426001e-01 -1.82217644e-02 4.85694620e-02
7.89196463e-02 -7.52459180e-03 3.04630556e-01 4.15478402e-02
1.44220999e-01 -2.41958047e-02]
[ 1.79288780e-01 6.44803231e-01 1.00877377e-02 -2.97039648e-02
4.34342844e-01 -2.32856206e-02 -7.20884454e-01 -3.98856818e-02
5.36073864e-02 2.74210633e-01]
[ 9.32019736e-03 -3.23219271e-01 -2.18061930e-01 9.61694537e-02
-2.17289954e-02 1.47536786e-01 1.48183516e-01 5.87640700e-02
6.64136623e-02 2.05931398e-01]
[ -1.53945713e-02 1.16839109e-01 -1.47515422e-01 4.27137592e-02
2.31022638e-02 -1.81442355e-01 6.65372526e-02 -1.18440308e-01
-1.89645246e-01 -2.66548437e-02]
[ -3.73532986e-01 -5.65903620e-01 -2.92508171e-01 1.66837690e-01
4.22754903e-02 3.95581073e-02 2.56766248e-01 -3.67280167e-02
-1.09080938e-02 -1.29764368e-03]
[ -5.12001133e-03 -2.09276238e-01 8.91141231e-03 8.84602653e-02
-2.95007247e-03 -7.08619610e-02 1.80447776e-01 -1.90651626e-01
1.91103146e-01 2.87323373e-02]
[ 1.12550735e-01 -2.45656351e-01 3.45562835e-02 -6.86036496e-02
7.26241501e-02 -4.76106789e-02 7.83931604e-02 1.20126903e-01
8.12321514e-02 -2.31925593e-02]
[ -1.76472652e-01 -1.33189979e-01 -3.04852300e-01 -2.58034691e-02
8.63859525e-03 7.05668144e-02 -1.54607113e-01 -2.91721601e-02
2.58253812e-01 -1.35823533e-01]
[ 6.11310318e-02 -3.75667608e-01 9.23750204e-02 4.00280780e-02
-1.97948337e-02 -1.19186093e-01 1.68943044e-01 -1.02553883e-01
2.75012549e-02 1.12892334e-01]
[ -8.50879068e-02 -3.36971768e-02 -2.46741269e-04 -1.48532428e-01
4.11576112e-03 1.95294853e-02 1.71411336e-01 -1.02931230e-01
-1.60825286e-02 -1.29168810e-01]
[ -1.24802171e-01 -1.48407165e-01 -7.33135139e-02 -1.35393135e-02
4.02328462e-01 1.04136106e-01 1.07502904e-01 -1.69749890e-02
-1.78269247e-01 -2.23205329e-01]
[ -1.56972545e-01 4.36118012e-03 6.19163683e-02 2.17009197e-02
-1.72289853e-01 -2.19720223e-01 -1.77935935e-01 -1.97016874e-01
8.69521554e-02 1.74036760e-01]
[ -2.57323303e-01 -2.94727986e-01 1.05008818e-01 2.40928855e-01
-9.42372849e-02 -7.28973657e-02 3.38320352e-02 -2.58156136e-01
-2.45543254e-01 -5.18315904e-02]
[ 1.09827736e-01 -1.48096353e-01 -1.91862037e-02 1.25752339e-01
-4.01249880e-02 -8.94277404e-02 2.03832390e-01 3.79933900e-03
3.29821843e-02 1.37737141e-02]
[ 3.75256216e-02 -8.65572789e-02 -2.10789526e-01 1.51428665e-01
-4.42711477e-02 8.41239763e-02 -4.96989252e-02 -1.98001336e-02
-8.99431346e-02 -4.51079046e-03]
[ -1.17157760e-01 -6.34124202e-02 -2.00954104e-01 1.61870843e-01
-1.31765903e-02 1.32424605e-01 1.53257771e-03 -2.49856355e-01
7.44366948e-02 -1.93243816e-01]
[ -7.33580938e-02 -5.16090351e-02 2.73547818e-01 9.26283448e-02
1.35927994e-01 -5.92430401e-02 -1.11425669e-01 1.20181125e-01
6.79104086e-02 2.73270223e-02]
[ 5.97294263e-02 -1.95835182e-02 8.93173561e-02 9.27606415e-02
4.42009906e-02 -1.83963069e-02 2.22681852e-01 1.20893523e-01
-2.50509838e-02 -5.86092512e-02]
[ 1.45448442e-02 -1.39835824e-01 -2.88553657e-01 -4.23514054e-02
1.47694764e-01 -9.38951821e-02 1.49429289e-01 1.64247459e-01
1.15244155e-01 -2.15569983e-02]
[ 4.73961127e-02 -1.88585756e-02 -1.17571430e-01 4.11367681e-02
-8.46422928e-02 3.22899947e-01 2.67021088e-01 2.04747314e-01
-1.63004280e-01 -6.40796088e-02]
[ -4.74589841e-03 -3.12104778e-02 1.19530038e-01 9.54068631e-02
2.49826308e-02 1.08517771e-01 -1.06789544e-01 -4.23985872e-02
2.05223224e-01 6.73785214e-02]
[ 1.10567965e-01 7.88817856e-02 -4.54508493e-02 -9.80735058e-02
-9.87978709e-02 -3.30367178e-01 1.12456522e-01 8.71746288e-03
1.43138093e-01 9.05298531e-02]
[ -1.01539663e-01 -1.31121549e-02 -1.61831301e-02 2.06041936e-02
1.12281505e-02 -2.03218568e-01 -7.85362926e-02 -2.00616540e-02
1.44827634e-02 1.25559045e-01]
[ -1.48095217e-01 -9.20939172e-02 -1.98502341e-01 -6.62646489e-03
-2.71016460e-01 -3.65678866e-03 1.27515791e-02 -2.39928218e-02
7.28710283e-04 5.73116082e-02]
[ -3.08952540e-02 -9.67829302e-02 -7.50610994e-02 -1.27937458e-01
5.34098162e-01 2.76244307e-01 5.68617142e-01 1.12989217e-01
-1.82467623e-01 -3.78007498e-01]
[ -1.60767622e-02 -3.90785328e-01 -2.99039642e-02 -7.24993367e-02
6.57965607e-01 1.00739477e-01 5.24837376e-01 9.14915830e-02
3.01045561e-02 -3.83356804e-01]
[ 1.07114859e-02 -4.47979092e-01 -4.34422140e-02 -1.07871435e-01
6.77681247e-01 2.37108945e-02 4.95792811e-01 4.86691962e-02
-3.64086962e-01 -2.19297938e-01]
[ -1.68401992e-01 -5.91051055e-01 -8.62546947e-03 -2.00688022e-01
7.60851738e-01 -9.15403213e-02 6.18711336e-01 -8.26515684e-02
-6.57047179e-02 8.56536266e-02]
[ -2.91418812e-01 -4.01187334e-01 5.64425972e-02 -4.51629695e-02
9.10102685e-01 1.41474579e-01 4.19504795e-01 4.78128522e-02
-8.70128465e-02 -1.34079526e-01]
[ -2.05262229e-01 -3.05674766e-01 2.51095721e-01 -2.44059739e-01
6.66422965e-01 -4.41352254e-02 6.89668411e-01 1.30314292e-02
-2.57796050e-01 -2.90550379e-02]
[ -1.26890647e-01 -2.18479266e-01 -1.79468849e-01 -9.66851720e-02
4.76455584e-01 -2.31513647e-01 1.72551596e-01 1.69335376e-01
-5.69525628e-03 -1.14453059e-01]
[ 1.13667178e-01 2.47569186e-01 1.65079945e-01 -8.77057144e-02
-8.88410512e-02 4.89523776e-02 -1.55038190e-01 2.83330869e-01
7.78104280e-02 1.81769061e-01]
[ 3.43412599e-01 3.08841328e-01 -8.56653860e-02 3.04949794e-01
-8.63246001e-01 -2.85167789e-01 -4.63576290e-01 1.76705481e-01
3.76493488e-01 -4.14102641e-02]
[ 4.49102928e-02 1.30788386e-01 2.52028797e-01 2.46536026e-01
-4.98233442e-02 -1.95042204e-01 -1.72705504e-01 -1.33187581e-01
-1.42150340e-01 -2.92463133e-01]
[ 2.59688081e-02 -5.61756765e-02 -1.17259278e-01 -5.06684573e-02
2.28260378e-01 3.96484652e-02 -1.21045234e-02 -1.84327037e-01
3.66461272e-02 2.11196548e-01]
[ 4.62789919e-03 -4.25447606e-02 -6.53914687e-02 -4.61584283e-02
-3.66155370e-02 -1.78508106e-01 7.71149516e-02 1.03865518e-02
4.08066625e-02 1.00363113e-02]
[ 2.77985647e-02 6.88369703e-02 2.43668137e-01 7.21117584e-02
-2.23370624e-01 -1.34344737e-01 1.13413301e-01 3.94513571e-02
-1.87035383e-01 1.05588500e-01]
[ 7.31618697e-02 3.66618445e-02 1.08190535e-01 9.42397627e-03
-2.46684193e-01 6.81573056e-02 5.97657021e-02 -2.70666887e-01
-1.58446519e-02 -8.70701969e-02]
[ -1.28337180e-02 8.99375569e-02 8.39786796e-02 -3.24716944e-02
-3.40437237e-02 1.81435472e-01 1.01889817e-01 1.18274366e-01
-2.35030492e-02 1.69992237e-01]
[ 2.15463685e-01 5.53315325e-02 2.61972069e-02 7.31947307e-02
6.22040297e-02 -2.08994360e-02 -1.50873622e-01 1.47864410e-01
-6.05658988e-02 -2.75493912e-02]
[ 4.45335564e-02 -1.75352909e-03 1.79676050e-02 4.45504992e-02
-4.19689141e-01 -1.23831217e-01 -2.11137907e-01 4.14672500e-02
1.21700965e-01 1.96288711e-01]
[ 5.07043233e-02 5.20967535e-01 1.24638273e-01 4.23309086e-01
-1.13973690e+00 -3.05924322e-01 -6.10423487e-01 -7.17537015e-02
2.93378766e-01 3.37199029e-01]
[ 1.78667607e-01 4.99887474e-01 6.60461169e-02 4.24684389e-01
-8.98187944e-01 -8.39402325e-02 -4.41009592e-01 1.51131134e-01
2.09054199e-01 4.83640307e-01]
[ 2.56067749e-01 3.06257195e-01 2.46441324e-01 1.47506517e-01
-4.23686342e-01 8.03783956e-02 -2.14785258e-01 1.62683896e-01
2.39230081e-01 7.77912345e-02]
[ -7.10712567e-02 2.26306349e-01 2.42736127e-01 2.04902556e-02
-4.91397691e-02 1.29590759e-01 -1.05988066e-01 -1.48581804e-02
-2.97366473e-02 5.42571898e-02]
[ -9.56395413e-02 1.25991017e-03 2.60953834e-02 9.75024085e-02
-6.28015204e-02 1.14713747e-01 2.47472559e-01 2.04736611e-02
-2.71570509e-01 -8.91532755e-02]
[ -2.23915524e-01 -3.55012949e-02 -9.49050526e-02 -3.49329786e-01
1.97097305e-01 1.21089270e-01 1.13380640e-01 1.03072574e-01
-2.11298504e-01 2.70772709e-02]
[ 1.18638394e-02 -3.84325164e-01 -1.26779108e-01 -1.59513868e-01
3.66456455e-01 2.53572057e-02 1.78895478e-01 1.52664492e-01
-1.63634141e-01 -2.19864307e-01]
[ 1.33886148e-01 -2.07377585e-01 -1.45699844e-01 -2.15526019e-03
5.82379235e-02 -5.58723741e-02 4.90957001e-02 -1.50803917e-01
1.30407580e-01 -1.27615169e-01]
[ -1.20128357e-01 8.12930085e-02 2.61454733e-01 -1.41904383e-02
1.67495145e-01 8.34198903e-02 3.85378185e-02 -2.97977459e-01
-1.16460188e-01 -6.28629851e-02]
[ -3.53827796e-01 3.05668462e-02 1.10145945e-02 -3.61144869e-02
1.77530328e-01 -1.70490179e-01 1.17400860e-02 2.33915621e-01
-9.43585468e-02 6.58601188e-02]
[ 1.43882448e-01 3.02949724e-02 -2.35780971e-01 -8.74250553e-02
1.21638733e-01 -2.95762761e-01 6.37380296e-02 -1.67962999e-01
-2.06158409e-03 -1.92608623e-01]
[ 2.11206472e-01 -1.75814103e-01 6.38943645e-02 -2.24104171e-02
8.91367209e-02 -3.48653801e-02 2.96042187e-02 -1.36666181e-01
1.13136765e-01 -1.79796133e-01]
[ -1.03858174e-01 -6.13526151e-02 1.21887628e-01 1.10940161e-01
3.90239165e-02 -1.13856434e-01 2.50782077e-01 -7.76343359e-02
1.85459048e-01 -2.37661755e-03]
[ -7.15104819e-03 -1.94188122e-01 1.99137987e-01 -2.51925615e-01
-1.99399432e-02 1.17472325e-01 7.83355533e-02 -1.17147467e-01
1.87732376e-02 2.16181375e-01]]
[[ 0.61965732]
[ 1.59228565]
[ 0.26454835]
[ 0.87245621]
[-2.66673296]
[-0.26269908]
[-1.60101376]
[ 0.06492175]
[ 0.69487928]
[ 0.89102635]]
Progress: 32.6% ... Training loss: 0.280 ... Validation loss: 0.456[[ 1.60026195e-01 2.01190176e-01 -1.06913963e-01 1.07019069e-01
-5.24795607e-01 -7.04915833e-02 -4.96387652e-02 1.22060690e-01
-6.20617306e-02 1.83993060e-01]
[ 1.65006181e-02 1.60101231e-01 -1.83167623e-02 4.82892091e-02
8.00282596e-02 -7.44402137e-03 3.05223813e-01 4.15252108e-02
1.43977612e-01 -2.44332925e-02]
[ 1.79528755e-01 6.46957887e-01 1.01296650e-02 -2.95868825e-02
4.34826810e-01 -2.32863581e-02 -7.22479868e-01 -3.98872481e-02
5.38381425e-02 2.74539830e-01]
[ 9.27116559e-03 -3.25476906e-01 -2.17956550e-01 9.58330237e-02
-1.82824914e-02 1.47538324e-01 1.49275169e-01 5.87679797e-02
6.62790521e-02 2.05953466e-01]
[ -1.60214834e-02 1.15229572e-01 -1.47878530e-01 4.20930645e-02
2.24166218e-02 -1.81149171e-01 6.83615992e-02 -1.18528815e-01
-1.90188567e-01 -2.76730962e-02]
[ -3.73753163e-01 -5.66939825e-01 -2.92577653e-01 1.66853654e-01
4.10588358e-02 3.95425919e-02 2.57694326e-01 -3.67310693e-02
-1.10098374e-02 -1.46975813e-03]
[ -4.30736957e-03 -2.07325117e-01 9.23531873e-03 8.94796965e-02
-5.33815405e-03 -7.12366391e-02 1.78139394e-01 -1.90567609e-01
1.91872537e-01 3.01734215e-02]
[ 1.13584935e-01 -2.42913290e-01 3.50131462e-02 -6.71284885e-02
6.92581818e-02 -4.80371909e-02 7.56964330e-02 1.20241332e-01
8.23786881e-02 -2.17000492e-02]
[ -1.77181261e-01 -1.35103431e-01 -3.05111207e-01 -2.67650546e-02
1.13956575e-02 7.08638327e-02 -1.52800072e-01 -2.92479424e-02
2.57544120e-01 -1.36792098e-01]
[ 6.33016997e-02 -3.69685909e-01 9.33346849e-02 4.31042766e-02
-2.84349117e-02 -1.20196605e-01 1.62727914e-01 -1.02319943e-01
2.97338448e-02 1.16259317e-01]
[ -8.61478356e-02 -3.69638699e-02 -6.86772285e-04 -1.49875242e-01
8.13378092e-03 1.99675767e-02 1.74566900e-01 -1.03031384e-01
-1.70867813e-02 -1.30522911e-01]
[ -1.24994855e-01 -1.49377645e-01 -7.33807660e-02 -1.37237267e-02
4.02736878e-01 1.04188839e-01 1.08292480e-01 -1.69891635e-02
-1.78393092e-01 -2.23425296e-01]
[ -1.56972545e-01 4.36118012e-03 6.19163683e-02 2.17009197e-02
-1.72289853e-01 -2.19720223e-01 -1.77935935e-01 -1.97016874e-01
8.69521554e-02 1.74036760e-01]
[ -2.57414510e-01 -2.95169545e-01 1.04992231e-01 2.40982694e-01
-9.51071238e-02 -7.29295357e-02 3.44413994e-02 -2.58153664e-01
-2.45578284e-01 -5.19232326e-02]
[ 1.08960513e-01 -1.50028903e-01 -1.95429315e-02 1.24582885e-01
-3.71274984e-02 -8.90739299e-02 2.05650233e-01 3.71023084e-03
3.20287858e-02 1.25782081e-02]
[ 3.76870663e-02 -8.63507327e-02 -2.10744428e-01 1.51671196e-01
-4.49616872e-02 8.40492198e-02 -4.99827275e-02 -1.97823037e-02
-8.97643372e-02 -4.28406989e-03]
[ -1.16508550e-01 -6.19331004e-02 -2.00666139e-01 1.62643503e-01
-1.44471302e-02 1.32142125e-01 -2.39961473e-04 -2.49785390e-01
7.50496044e-02 -1.92189045e-01]
[ -7.30486592e-02 -5.08815862e-02 2.73672759e-01 9.30952564e-02
1.34431123e-01 -5.93736204e-02 -1.12327013e-01 1.20210643e-01
6.82475957e-02 2.79718854e-02]
[ 6.00038854e-02 -1.87652163e-02 8.94164834e-02 9.31837401e-02
4.26283201e-02 -1.85365363e-02 2.21994927e-01 1.20924854e-01
-2.47210037e-02 -5.82222774e-02]
[ 1.53568315e-02 -1.37904515e-01 -2.88212372e-01 -4.12023795e-02
1.44511263e-01 -9.42348432e-02 1.47471694e-01 1.64335596e-01
1.16147285e-01 -2.05104128e-02]
[ 4.70780410e-02 -1.95199068e-02 -1.17706285e-01 4.06627763e-02
-8.34112508e-02 3.23038228e-01 2.67808591e-01 2.04713699e-01
-1.63362098e-01 -6.44837385e-02]
[ -4.67210903e-03 -3.09303351e-02 1.19571332e-01 9.55066269e-02
2.57043032e-02 1.08493450e-01 -1.07144122e-01 -4.23911790e-02
2.05265454e-01 6.75208447e-02]
[ 1.09973220e-01 7.73359378e-02 -4.56687774e-02 -9.89094171e-02
-9.63983935e-02 -3.30116229e-01 1.13919558e-01 8.65160126e-03
1.42514796e-01 8.96785955e-02]
[ -1.01580738e-01 -1.31960172e-02 -1.61935437e-02 2.05598267e-02
1.13398553e-02 -2.03200164e-01 -7.84215101e-02 -2.00650621e-02
1.44689576e-02 1.25528629e-01]
[ -1.47545167e-01 -9.11273126e-02 -1.98253159e-01 -5.76159934e-03
-2.73607528e-01 -3.91372207e-03 1.16458427e-02 -2.39288804e-02
1.41231758e-03 5.81752381e-02]
[ -3.08740537e-02 -9.69651537e-02 -7.50396476e-02 -1.27829769e-01
5.33749102e-01 2.76209036e-01 5.68822686e-01 1.12998578e-01
-1.82380242e-01 -3.77924429e-01]
[ -1.61022600e-02 -3.90845204e-01 -2.99150461e-02 -7.25363863e-02
6.58049469e-01 1.00750063e-01 5.24900937e-01 9.14888348e-02
3.00750805e-02 -3.83394527e-01]
[ 1.04200799e-02 -4.48608575e-01 -4.35614597e-02 -1.08280467e-01
6.78943349e-01 2.38348656e-02 4.96501202e-01 4.86390008e-02
-3.64419479e-01 -2.19722554e-01]
[ -1.68608329e-01 -5.91501862e-01 -8.71288783e-03 -2.00978642e-01
7.61828754e-01 -9.14529793e-02 6.19143681e-01 -8.26727847e-02
-6.59375101e-02 8.53371127e-02]
[ -2.91394054e-01 -4.01317452e-01 5.64537457e-02 -4.51180411e-02
9.09854459e-01 1.41468151e-01 4.19562949e-01 4.78157936e-02
-8.69853581e-02 -1.34040529e-01]
[ -2.04947977e-01 -3.05260918e-01 2.51243004e-01 -2.43577914e-01
6.65141749e-01 -4.42752872e-02 6.89213334e-01 1.30657128e-02
-2.57415883e-01 -2.85668205e-02]
[ -1.26838583e-01 -2.18537527e-01 -1.79441631e-01 -9.65998984e-02
4.76212627e-01 -2.31538680e-01 1.72508642e-01 1.69341855e-01
-5.63078252e-03 -1.14371050e-01]
[ 1.12397580e-01 2.44446085e-01 1.64524205e-01 -8.95991844e-02
-8.28993514e-02 4.95126948e-02 -1.51881633e-01 2.83189073e-01
7.63635281e-02 1.79986602e-01]
[ 3.44337018e-01 3.10905158e-01 -8.52466205e-02 3.06090224e-01
-8.65749205e-01 -2.85573831e-01 -4.66134344e-01 1.76807187e-01
3.77275397e-01 -3.99360490e-02]
[ 4.47548361e-02 1.30482515e-01 2.51958291e-01 2.46307996e-01
-4.91355753e-02 -1.94970417e-01 -1.72341240e-01 -1.33205751e-01
-1.42314332e-01 -2.92689171e-01]
[ 2.66220544e-02 -5.44406023e-02 -1.16981863e-01 -4.97155675e-02
2.25564759e-01 3.93658194e-02 -1.38213613e-02 -1.84258580e-01
3.73934704e-02 2.12102971e-01]
[ 4.69310953e-03 -4.19671356e-02 -6.53466912e-02 -4.60041970e-02
-3.76106058e-02 -1.78566351e-01 7.67607388e-02 1.03949301e-02
4.09938107e-02 1.01825909e-02]
[ 2.81719681e-02 6.98453724e-02 2.43846510e-01 7.27003187e-02
-2.24994081e-01 -1.34505520e-01 1.12422537e-01 3.94951752e-02
-1.86569342e-01 1.06175151e-01]
[ 7.35661261e-02 3.77828919e-02 1.08365080e-01 9.97744240e-03
-2.48421890e-01 6.80007832e-02 5.86603933e-02 -2.70631322e-01
-1.53955898e-02 -8.64849367e-02]
[ -1.23908297e-02 9.08278713e-02 8.41822544e-02 -3.17723121e-02
-3.61500528e-02 1.81221967e-01 1.00962840e-01 1.18325658e-01
-2.29576633e-02 1.70684293e-01]
[ 2.15585597e-01 5.57030251e-02 2.62412875e-02 7.33357415e-02
6.17198637e-02 -2.09438928e-02 -1.51265317e-01 1.47874604e-01
-6.04774850e-02 -2.73815089e-02]
[ 4.55564790e-02 6.65608389e-04 1.83769603e-02 4.60310561e-02
-4.24210885e-01 -1.24259147e-01 -2.13530898e-01 4.15779919e-02
1.22891204e-01 1.97655832e-01]
[ 4.98315150e-02 5.18903210e-01 1.24283039e-01 4.22211464e-01
-1.13676211e+00 -3.05607413e-01 -6.08305559e-01 -7.18404917e-02
2.92446570e-01 3.35990295e-01]
[ 1.78686589e-01 5.00042355e-01 6.60541862e-02 4.24671718e-01
-8.97754759e-01 -8.39453932e-02 -4.41072720e-01 1.51131930e-01
2.09048702e-01 4.83775731e-01]
[ 2.55203156e-01 3.04409111e-01 2.46067233e-01 1.46322917e-01
-4.20592630e-01 8.07301821e-02 -2.12928806e-01 1.62596603e-01
2.38279097e-01 7.66185695e-02]
[ -7.07878010e-02 2.26974432e-01 2.42857414e-01 2.08931721e-02
-5.04444017e-02 1.29469865e-01 -1.06726660e-01 -1.48280059e-02
-2.94219988e-02 5.46337195e-02]
[ -9.60290370e-02 3.49622711e-04 2.59378053e-02 9.69611789e-02
-6.11390712e-02 1.14880678e-01 2.48314509e-01 2.04356930e-02
-2.72009838e-01 -8.96811307e-02]
[ -2.23984968e-01 -3.56457853e-02 -9.49383236e-02 -3.49444234e-01
1.97439407e-01 1.21121023e-01 1.13542565e-01 1.03064643e-01
-2.11384222e-01 2.69575743e-02]
[ 1.22035588e-02 -3.84097447e-01 -1.26649904e-01 -1.58990283e-01
3.64877502e-01 2.51991149e-02 1.78395011e-01 1.52704024e-01
-1.63239949e-01 -2.19385225e-01]
[ 1.33795550e-01 -2.07300034e-01 -1.45726128e-01 -2.16603435e-03
5.77983004e-02 -5.58483374e-02 4.91359674e-02 -1.50808739e-01
1.30376450e-01 -1.27581801e-01]
[ -1.20230962e-01 8.09009421e-02 2.61427177e-01 -1.42297203e-02
1.67758181e-01 8.34288548e-02 3.89040668e-02 -2.97981769e-01
-1.16526050e-01 -6.28872930e-02]
[ -3.54467464e-01 2.89946892e-02 1.07508591e-02 -3.70077145e-02
1.80046282e-01 -1.70238027e-01 1.33591695e-02 2.33851227e-01
-9.50736426e-02 6.49560768e-02]
[ 1.43184449e-01 2.85669665e-02 -2.36061971e-01 -8.83874968e-02
1.24505210e-01 -2.95525623e-01 6.52830582e-02 -1.68030970e-01
-2.86489264e-03 -1.93579696e-01]
[ 2.11342831e-01 -1.75550296e-01 6.39625136e-02 -2.22117952e-02
8.90243536e-02 -3.49348471e-02 2.93588416e-02 -1.36649757e-01
1.13302441e-01 -1.79549445e-01]
[ -1.02528285e-01 -5.83408180e-02 1.22497383e-01 1.12776641e-01
3.43365575e-02 -1.14461446e-01 2.47488368e-01 -7.74826699e-02
1.86803433e-01 -4.09244775e-04]
[ -6.16837030e-03 -1.92104524e-01 1.99511040e-01 -2.50506020e-01
-2.45597034e-02 1.17104825e-01 7.60340211e-02 -1.17054447e-01
1.99830651e-02 2.17626286e-01]]
[[ 0.62390033]
[ 1.59318124]
[ 0.26892668]
[ 0.87643129]
[-2.6625648 ]
[-0.25905282]
[-1.5963257 ]
[ 0.06767274]
[ 0.69972986]
[ 0.89569358]]
Progress: 32.6% ... Training loss: 0.281 ... Validation loss: 0.455[[ 1.61021095e-01 2.04128784e-01 -1.06401277e-01 1.08562380e-01
-5.29780337e-01 -7.08455820e-02 -5.23698866e-02 1.22181457e-01
-6.08157904e-02 1.85369362e-01]
[ 1.61837219e-02 1.59312669e-01 -1.84521045e-02 4.79048070e-02
8.09407379e-02 -7.32175087e-03 3.05913595e-01 4.14924459e-02
1.43630595e-01 -2.48762763e-02]
[ 1.79588829e-01 6.48631220e-01 9.99951414e-03 -3.04649102e-02
4.38809635e-01 -2.30135770e-02 -7.23991413e-01 -3.99320573e-02
5.35180737e-02 2.73877079e-01]
[ 9.25491051e-03 -3.26262549e-01 -2.17891330e-01 9.59630208e-02
-1.78365648e-02 1.47460525e-01 1.50123135e-01 5.87755315e-02
6.63815159e-02 2.06159372e-01]
[ -1.59190819e-02 1.14475328e-01 -1.47886516e-01 4.21029932e-02
2.19924837e-02 -1.81089358e-01 6.91704706e-02 -1.18523725e-01
-1.90132819e-01 -2.76647912e-02]
[ -3.73605988e-01 -5.66918859e-01 -2.92423391e-01 1.67522165e-01
3.74243172e-02 3.93671825e-02 2.57928040e-01 -3.66944577e-02
-1.07088632e-02 -1.08593257e-03]
[ -4.45463980e-03 -2.08085792e-01 9.17032289e-03 8.91482744e-02
-3.66163135e-03 -7.11536469e-02 1.78690107e-01 -1.90584687e-01
1.91685726e-01 2.98927087e-02]
[ 1.14221474e-01 -2.40751596e-01 3.53372285e-02 -6.61279097e-02
6.63184241e-02 -4.82550550e-02 7.38028579e-02 1.20324045e-01
8.31999493e-02 -2.08167608e-02]
[ -1.76870057e-01 -1.34463536e-01 -3.04944780e-01 -2.62676239e-02
1.00099930e-02 7.07195628e-02 -1.53567573e-01 -2.92171896e-02
2.57972688e-01 -1.36328651e-01]
[ 6.56520579e-02 -3.63871892e-01 9.44296470e-02 4.66277146e-02
-3.94222853e-02 -1.21159944e-01 1.57305601e-01 -1.02051569e-01
3.24097655e-02 1.19528706e-01]
[ -8.74083823e-02 -4.01943140e-02 -1.20969864e-03 -1.51596369e-01
1.29015117e-02 2.04657072e-02 1.77648279e-01 -1.03164170e-01
-1.84423597e-02 -1.32316254e-01]
[ -1.25137018e-01 -1.49899337e-01 -7.33730262e-02 -1.36909391e-02
4.02673102e-01 1.04199496e-01 1.08756765e-01 -1.69917515e-02
-1.78349442e-01 -2.23451494e-01]
[ -1.56972545e-01 4.36118012e-03 6.19163683e-02 2.17009197e-02
-1.72289853e-01 -2.19720223e-01 -1.77935935e-01 -1.97016874e-01
8.69521554e-02 1.74036760e-01]
[ -2.57634951e-01 -2.96010077e-01 1.04945659e-01 2.40965165e-01
-9.59190288e-02 -7.29119290e-02 3.53759246e-02 -2.58161034e-01
-2.45740875e-01 -5.21224814e-02]
[ 1.08716592e-01 -1.50656562e-01 -1.96034493e-02 1.24423085e-01
-3.72339854e-02 -8.90014727e-02 2.06336278e-01 3.69125345e-03
3.18481785e-02 1.23020361e-02]
[ 3.84363046e-02 -8.47022043e-02 -2.10420483e-01 1.52731338e-01
-4.81854325e-02 8.37064862e-02 -5.16513609e-02 -1.96994294e-02
-8.89203339e-02 -3.21434905e-03]
[ -1.16065455e-01 -6.11329265e-02 -2.00478682e-01 1.63127263e-01
-1.54668625e-02 1.32001004e-01 -1.14514529e-03 -2.49745573e-01
7.54849532e-02 -1.91622232e-01]
[ -7.27558848e-02 -5.03280371e-02 2.73794159e-01 9.35237283e-02
1.33466629e-01 -5.95003679e-02 -1.12954129e-01 1.20243424e-01
6.85861656e-02 2.83957901e-02]
[ 5.90796495e-02 -2.08119179e-02 8.90533723e-02 9.19355909e-02
4.63630353e-02 -1.81425845e-02 2.24028530e-01 1.20831698e-01
-2.56845394e-02 -5.94820774e-02]
[ 1.68035062e-02 -1.34556056e-01 -2.87547784e-01 -3.90680422e-02
1.38388955e-01 -9.48140883e-02 1.44196739e-01 1.64499422e-01
1.17775160e-01 -1.85774725e-02]
[ 4.62727514e-02 -2.12878403e-02 -1.18061202e-01 3.94659685e-02
-8.01436712e-02 3.23372015e-01 2.69838444e-01 2.04622531e-01
-1.64291060e-01 -6.56662727e-02]
[ -3.85677834e-03 -2.84983110e-02 1.19909455e-01 9.66661911e-02
2.23604704e-02 1.08174947e-01 -1.09600891e-01 -4.23030934e-02
2.06234881e-01 6.87483250e-02]
[ 1.09711535e-01 7.65875433e-02 -4.57638431e-02 -9.92655735e-02
-9.53455392e-02 -3.30009971e-01 1.14560789e-01 8.62236341e-03
1.42250880e-01 8.92824073e-02]
[ -1.01576902e-01 -1.32555548e-02 -1.61815079e-02 2.06029939e-02
1.12404612e-02 -2.03211695e-01 -7.84853357e-02 -2.00614400e-02
1.45204203e-02 1.25575450e-01]
[ -1.47892895e-01 -9.17574076e-02 -1.98400749e-01 -6.25750132e-03
-2.72254196e-01 -3.77245310e-03 1.24404206e-02 -2.39669775e-02
1.00923382e-03 5.76713497e-02]
[ -3.06252021e-02 -9.66148905e-02 -7.49067235e-02 -1.27386570e-01
5.32391240e-01 2.76077746e-01 5.68512348e-01 1.13032837e-01
-1.82052760e-01 -3.77542214e-01]
[ -1.63597726e-02 -3.91466089e-01 -3.00247702e-02 -7.28970262e-02
6.59084422e-01 1.00856849e-01 5.25456602e-01 9.14602533e-02
2.97866514e-02 -3.83776105e-01]
[ 1.04558605e-02 -4.48763571e-01 -4.35263366e-02 -1.08172631e-01
6.78525961e-01 2.38017336e-02 4.96678115e-01 4.86478891e-02
-3.64378039e-01 -2.19663004e-01]
[ -1.68136545e-01 -5.90808127e-01 -8.50107947e-03 -2.00254791e-01
7.60108355e-01 -9.16682381e-02 6.18316135e-01 -8.26191161e-02
-6.53916743e-02 8.60824530e-02]
[ -2.91850317e-01 -4.02354834e-01 5.62605454e-02 -4.57585140e-02
9.11665517e-01 1.41644281e-01 4.20603597e-01 4.77661630e-02
-8.74856810e-02 -1.34685176e-01]
[ -2.04942276e-01 -3.05630936e-01 2.51285716e-01 -2.43451452e-01
6.64793512e-01 -4.43081078e-02 6.89506638e-01 1.30726995e-02
-2.57321753e-01 -2.84494064e-02]
[ -1.26833796e-01 -2.18508010e-01 -1.79442483e-01 -9.65950131e-02
4.76218011e-01 -2.31539923e-01 1.72480972e-01 1.69342004e-01
-5.62440919e-03 -1.14363768e-01]
[ 1.12642208e-01 2.45346395e-01 1.64625487e-01 -8.92608659e-02
-8.39615087e-02 4.94143667e-02 -1.52760875e-01 2.83211805e-01
7.65863577e-02 1.80286784e-01]
[ 3.43783388e-01 3.10343433e-01 -8.54401420e-02 3.05377017e-01
-8.64196160e-01 -2.85309307e-01 -4.65482028e-01 1.76750487e-01
3.76727413e-01 -4.06386313e-02]
[ 4.44892896e-02 1.29770473e-01 2.51836892e-01 2.45887876e-01
-4.79715020e-02 -1.94846231e-01 -1.71714753e-01 -1.33238198e-01
-1.42640894e-01 -2.93127865e-01]
[ 2.62813225e-02 -5.53363282e-02 -1.17128133e-01 -5.01885370e-02
2.26978335e-01 3.94958074e-02 -1.28674062e-02 -1.84289634e-01
3.70280234e-02 2.11619555e-01]
[ 4.36544373e-03 -4.29809994e-02 -6.55036373e-02 -4.64778243e-02
-3.62759070e-02 -1.78450793e-01 7.77095737e-02 1.03630566e-02
4.06385827e-02 9.69930984e-03]
[ 2.82129115e-02 7.04536265e-02 2.43860272e-01 7.28251090e-02
-2.25584011e-01 -1.34552607e-01 1.12093390e-01 3.95053016e-02
-1.86495046e-01 1.06272312e-01]
[ 7.44903389e-02 4.01173606e-02 1.08780486e-01 1.13385094e-02
-2.52239472e-01 6.76000072e-02 5.64221906e-02 -2.70532284e-01
-1.43234499e-02 -8.51066801e-02]
[ -1.27086713e-02 9.00523424e-02 8.40378430e-02 -3.22607198e-02
-3.49633756e-02 1.81364561e-01 1.01814999e-01 1.18285675e-01
-2.33761555e-02 1.70199428e-01]
[ 2.15228823e-01 5.49270169e-02 2.60805967e-02 7.28001413e-02
6.33004945e-02 -2.07982839e-02 -1.50378216e-01 1.47833536e-01
-6.08887409e-02 -2.79242380e-02]
[ 4.57178720e-02 1.03371880e-03 1.84460882e-02 4.62567792e-02
-4.24775888e-01 -1.24333620e-01 -2.13948658e-01 4.15950909e-02
1.23076418e-01 1.97885348e-01]
[ 5.09706399e-02 5.21091079e-01 1.24779411e-01 4.23685026e-01
-1.14074893e+00 -3.05985300e-01 -6.10526856e-01 -7.17228992e-02
2.93695454e-01 3.37430896e-01]
[ 1.78634882e-01 4.99996301e-01 6.60542692e-02 4.24770844e-01
-8.98556413e-01 -8.39249891e-02 -4.41123459e-01 1.51133540e-01
2.09046119e-01 4.83746613e-01]
[ 2.55637157e-01 3.05521176e-01 2.46270234e-01 1.46976814e-01
-4.22609776e-01 8.05304959e-02 -2.14061238e-01 1.62647216e-01
2.38813450e-01 7.71969970e-02]
[ -7.08743316e-02 2.26727842e-01 2.42816649e-01 2.07643149e-02
-4.99938266e-02 1.29504179e-01 -1.06466563e-01 -1.48380189e-02
-2.94959824e-02 5.45083234e-02]
[ -9.56370726e-02 1.20085790e-03 2.61182435e-02 9.75290168e-02
-6.28218388e-02 1.14722287e-01 2.47380968e-01 2.04802072e-02
-2.71569448e-01 -8.90745548e-02]
[ -2.23931492e-01 -3.54592122e-02 -9.49066563e-02 -3.49348003e-01
1.97167653e-01 1.21093955e-01 1.13358543e-01 1.03072196e-01
-2.11303490e-01 2.70572561e-02]
[ 1.20087631e-02 -3.84447145e-01 -1.26736054e-01 -1.59268071e-01
3.65698115e-01 2.52819123e-02 1.78822818e-01 1.52683545e-01
-1.63459770e-01 -2.19661274e-01]
[ 1.34187841e-01 -2.05829716e-01 -1.45535832e-01 -1.45305933e-03
5.59313734e-02 -5.60476255e-02 4.78929683e-02 -1.50756704e-01
1.30892239e-01 -1.26945307e-01]
[ -1.20822894e-01 7.93387003e-02 2.61190793e-01 -1.49053867e-02
1.69529937e-01 8.35879856e-02 4.06070038e-02 -2.98028948e-01
-1.17110963e-01 -6.36728551e-02]
[ -3.53082307e-01 3.13609432e-02 1.14524934e-02 -3.47838713e-02
1.73356359e-01 -1.70865175e-01 1.08136685e-02 2.34023821e-01
-9.33115226e-02 6.69493695e-02]
[ 1.44061646e-01 3.03400822e-02 -2.35617084e-01 -8.70058169e-02
1.20820296e-01 -2.95863669e-01 6.30255276e-02 -1.67921328e-01
-1.74738789e-03 -1.92166430e-01]
[ 2.10273188e-01 -1.78162837e-01 6.34697654e-02 -2.38112777e-02
9.33753632e-02 -3.44645160e-02 3.22421172e-02 -1.36774159e-01
1.12036392e-01 -1.81222914e-01]
[ -1.01934893e-01 -5.68647704e-02 1.22772850e-01 1.13536759e-01
3.24560597e-02 -1.14681883e-01 2.45961644e-01 -7.74246937e-02
1.87410789e-01 4.00377214e-04]
[ -6.80718377e-03 -1.92953595e-01 1.99207663e-01 -2.51474389e-01
-2.28436250e-02 1.17405731e-01 7.71439142e-02 -1.17142115e-01
1.91952509e-02 2.16682490e-01]]
[[ 0.6276982 ]
[ 1.59712972]
[ 0.27218153]
[ 0.88228385]
[-2.66096148]
[-0.25663497]
[-1.59298799]
[ 0.07227017]
[ 0.70509458]
[ 0.90156486]]
Progress: 32.7% ... Training loss: 0.284 ... Validation loss: 0.457[[ 1.60361011e-01 2.03687573e-01 -1.06613112e-01 1.07739487e-01
-5.26125440e-01 -7.06165628e-02 -5.14331037e-02 1.22115507e-01
-6.14566720e-02 1.84750102e-01]
[ 1.61880785e-02 1.59213026e-01 -1.84531591e-02 4.79191060e-02
8.09858758e-02 -7.33316835e-03 3.05929294e-01 4.14934745e-02
1.43633555e-01 -2.48559487e-02]
[ 1.79480908e-01 6.47856751e-01 1.00575603e-02 -3.07648555e-02
4.42704412e-01 -2.30146886e-02 -7.23457961e-01 -3.99247290e-02
5.33863528e-02 2.73963936e-01]
[ 1.11474923e-02 -3.22796361e-01 -2.17154106e-01 9.84211648e-02
-2.56923952e-02 1.46719651e-01 1.46719016e-01 5.89792308e-02
6.85391023e-02 2.08827342e-01]
[ -1.80604016e-02 1.08874949e-01 -1.48837989e-01 3.91728707e-02
3.01511290e-02 -1.80300207e-01 7.50852179e-02 -1.18761811e-01
-1.92348278e-01 -3.09736084e-02]
[ -3.74558784e-01 -5.68609399e-01 -2.92863996e-01 1.66246362e-01
4.04767975e-02 3.97226205e-02 2.59758468e-01 -3.68093188e-02
-1.17924021e-02 -2.52237995e-03]
[ -5.10207519e-03 -2.09561968e-01 8.91836592e-03 8.82699961e-02
-9.84084646e-04 -7.09174906e-02 1.80622393e-01 -1.90657004e-01
1.91021738e-01 2.90537466e-02]
[ 1.14808010e-01 -2.39003415e-01 3.56622744e-02 -6.51320102e-02
6.38695686e-02 -4.84966062e-02 7.21511402e-02 1.20406058e-01
8.39122049e-02 -1.96956915e-02]
[ -1.77613587e-01 -1.36918462e-01 -3.05276428e-01 -2.73032162e-02
1.28538421e-02 7.10056978e-02 -1.51355975e-01 -2.93013929e-02
2.57182600e-01 -1.37419596e-01]
[ 6.22878215e-02 -3.71446534e-01 9.30037794e-02 4.20594963e-02
-2.66697381e-02 -1.19810270e-01 1.65378874e-01 -1.02426807e-01
2.87979005e-02 1.14902299e-01]
[ -8.62799105e-02 -3.74044684e-02 -6.87551527e-04 -1.49920443e-01
8.27185102e-03 1.99529882e-02 1.74861424e-01 -1.03034064e-01
-1.72208220e-02 -1.30622709e-01]
[ -1.24658480e-01 -1.48988003e-01 -7.31684709e-02 -1.29924218e-02
4.00675236e-01 1.03998719e-01 1.07792940e-01 -1.69359897e-02
-1.77784474e-01 -2.22763917e-01]
[ -1.56972545e-01 4.36118012e-03 6.19163683e-02 2.17009197e-02
-1.72289853e-01 -2.19720223e-01 -1.77935935e-01 -1.97016874e-01
8.69521554e-02 1.74036760e-01]
[ -2.58224117e-01 -2.96739414e-01 1.04677913e-01 2.40188522e-01
-9.45588950e-02 -7.26755201e-02 3.62941354e-02 -2.58232092e-01
-2.46434206e-01 -5.30147476e-02]
[ 1.08405966e-01 -1.51513401e-01 -1.97425228e-02 1.24018069e-01
-3.61838557e-02 -8.88811630e-02 2.07149609e-01 3.65413883e-03
3.14898181e-02 1.18610074e-02]
[ 3.80400468e-02 -8.53266984e-02 -2.10579271e-01 1.52193150e-01
-4.64140654e-02 8.38387677e-02 -5.07357027e-02 -1.97441955e-02
-8.92801987e-02 -3.71373807e-03]
[ -1.15913575e-01 -6.08854560e-02 -2.00424600e-01 1.63335209e-01
-1.58585390e-02 1.31936969e-01 -1.34190196e-03 -2.49728680e-01
7.56617166e-02 -1.91419333e-01]
[ -7.29415459e-02 -5.09532241e-02 2.73707200e-01 9.32610250e-02
1.34275945e-01 -5.94277443e-02 -1.12264164e-01 1.20220945e-01
6.83806100e-02 2.81590311e-02]
[ 5.91297679e-02 -2.05627967e-02 8.91176252e-02 9.20697991e-02
4.59372780e-02 -1.81696949e-02 2.23722193e-01 1.20844942e-01
-2.55850321e-02 -5.93675484e-02]
[ 1.78419484e-02 -1.31803866e-01 -2.87065777e-01 -3.74764801e-02
1.33891490e-01 -9.52898435e-02 1.41366738e-01 1.64628799e-01
1.18938507e-01 -1.69665278e-02]
[ 4.54986000e-02 -2.30588802e-02 -1.18390508e-01 3.83316521e-02
-7.68637770e-02 3.23689040e-01 2.71740071e-01 2.04530199e-01
-1.65210665e-01 -6.67469352e-02]
[ -4.29604269e-03 -2.96547816e-02 1.19736609e-01 9.60888310e-02
2.42461333e-02 1.08392012e-01 -1.08321163e-01 -4.23487839e-02
2.05808432e-01 6.81870997e-02]
[ 1.09000939e-01 7.47382701e-02 -4.60864230e-02 -1.00299433e-01
-9.23510133e-02 -3.29723233e-01 1.16514001e-01 8.53752621e-03
1.41474169e-01 8.82168274e-02]
[ -1.01341376e-01 -1.30728074e-02 -1.60806024e-02 2.09512222e-02
1.02511197e-02 -2.03317548e-01 -7.89226711e-02 -2.00327980e-02
1.47926197e-02 1.25928940e-01]
[ -1.47720367e-01 -9.14497565e-02 -1.98323864e-01 -6.00513437e-03
-2.72975966e-01 -3.84597314e-03 1.20617127e-02 -2.39462257e-02
1.21193600e-03 5.79211106e-02]
[ -3.03101383e-02 -9.61458700e-02 -7.47722146e-02 -1.26939526e-01
5.31091448e-01 2.75951270e-01 5.67961279e-01 1.13069461e-01
-1.81702343e-01 -3.77085237e-01]
[ -1.63965522e-02 -3.91660616e-01 -3.00562344e-02 -7.29485495e-02
6.59277938e-01 1.00872435e-01 5.25766313e-01 9.14546564e-02
2.97715484e-02 -3.83838746e-01]
[ 1.06498287e-02 -4.48397388e-01 -4.34442998e-02 -1.07892080e-01
6.77728212e-01 2.37240755e-02 4.96290398e-01 4.86696361e-02
-3.64166271e-01 -2.19396270e-01]
[ -1.68308005e-01 -5.91306103e-01 -8.58092159e-03 -2.00513211e-01
7.60778536e-01 -9.15916007e-02 6.18881261e-01 -8.26393638e-02
-6.55855059e-02 8.58769931e-02]
[ -2.91855195e-01 -4.02653599e-01 5.62550353e-02 -4.57459100e-02
9.11650565e-01 1.41644379e-01 4.20866501e-01 4.77672588e-02
-8.74729957e-02 -1.34679942e-01]
[ -2.05129386e-01 -3.06059077e-01 2.51203138e-01 -2.43721356e-01
6.65502916e-01 -4.42300075e-02 6.89876415e-01 1.30506674e-02
-2.57535730e-01 -2.87208966e-02]
[ -1.26696495e-01 -2.18284109e-01 -1.79383915e-01 -9.63956392e-02
4.75636435e-01 -2.31594335e-01 1.72178883e-01 1.69358335e-01
-5.47193578e-03 -1.14162558e-01]
[ 1.12531044e-01 2.45701029e-01 1.64596976e-01 -8.93478052e-02
-8.41482265e-02 4.94692061e-02 -1.53002258e-01 2.83202178e-01
7.65276942e-02 1.80163648e-01]
[ 3.44343032e-01 3.12260249e-01 -8.51903517e-02 3.06179279e-01
-8.66341663e-01 -2.85547430e-01 -4.67170450e-01 1.76813193e-01
3.77323694e-01 -3.97785032e-02]
[ 4.43546496e-02 1.29345954e-01 2.51787931e-01 2.45711052e-01
-4.73464124e-02 -1.94797716e-01 -1.71329918e-01 -1.33253404e-01
-1.42793623e-01 -2.93309885e-01]
[ 2.59009066e-02 -5.63198199e-02 -1.17286973e-01 -5.07264277e-02
2.28620134e-01 3.96434099e-02 -1.18855370e-02 -1.84330665e-01
3.66100125e-02 2.11092687e-01]
[ 4.13110168e-03 -4.34176980e-02 -6.56055149e-02 -4.68251566e-02
-3.55696985e-02 -1.78386619e-01 7.82065503e-02 1.03386295e-02
4.03650122e-02 9.33754280e-03]
[ 2.78466610e-02 6.96193017e-02 2.43705925e-01 7.22746320e-02
-2.23725078e-01 -1.34423023e-01 1.13071790e-01 3.94614191e-02
-1.86913326e-01 1.05755184e-01]
[ 7.39992734e-02 3.87117627e-02 1.08555896e-01 1.06003331e-02
-2.49900934e-01 6.77961377e-02 5.76910688e-02 -2.70589624e-01
-1.48873933e-02 -8.58233297e-02]
[ -1.26456282e-02 9.01955139e-02 8.40635359e-02 -3.21722942e-02
-3.52169004e-02 1.81338800e-01 1.01678382e-01 1.18292644e-01
-2.33053222e-02 1.70290071e-01]
[ 2.15112680e-01 5.45978224e-02 2.60384393e-02 7.26706639e-02
6.37551982e-02 -2.07729739e-02 -1.50089580e-01 1.47821350e-01
-6.09462898e-02 -2.81102357e-02]
[ 4.54611591e-02 4.25344052e-04 1.83402921e-02 4.58936846e-02
-4.23748869e-01 -1.24228148e-01 -2.13300195e-01 4.15651157e-02
1.22785570e-01 1.97534125e-01]
[ 5.14096424e-02 5.22061005e-01 1.24990661e-01 4.24342814e-01
-1.14213730e+00 -3.06132857e-01 -6.11429580e-01 -7.16675066e-02
2.94231000e-01 3.38143484e-01]
[ 1.77692492e-01 4.98032492e-01 6.56332299e-02 4.23549228e-01
-8.95830919e-01 -8.35430322e-02 -4.39102230e-01 1.51022887e-01
2.07965119e-01 4.82374753e-01]
[ 2.55538272e-01 3.05628219e-01 2.46258398e-01 1.46926353e-01
-4.22553372e-01 8.05520457e-02 -2.14107839e-01 1.62639721e-01
2.38729916e-01 7.71258461e-02]
[ -7.06359948e-02 2.27257890e-01 2.42925588e-01 2.11085851e-02
-5.09173460e-02 1.29402787e-01 -1.07034106e-01 -1.48098434e-02
-2.92177584e-02 5.48702230e-02]
[ -9.55668490e-02 1.32970148e-03 2.61460693e-02 9.76279218e-02
-6.31211261e-02 1.14693578e-01 2.47213979e-01 2.04882766e-02
-2.71492260e-01 -8.89765023e-02]
[ -2.23977061e-01 -3.55499975e-02 -9.49239057e-02 -3.49420986e-01
1.97405011e-01 1.21110404e-01 1.13482542e-01 1.03067314e-01
-2.11358279e-01 2.69889090e-02]
[ 1.18127614e-02 -3.85033990e-01 -1.26819232e-01 -1.59537953e-01
3.66469479e-01 2.53561745e-02 1.79435761e-01 1.52661644e-01
-1.63694716e-01 -2.19944287e-01]
[ 1.33032323e-01 -2.07826107e-01 -1.46040934e-01 -2.91611475e-03
5.88914109e-02 -5.55900452e-02 5.05175858e-02 -1.50893872e-01
1.29621355e-01 -1.28574913e-01]
[ -1.20163952e-01 8.06295928e-02 2.61514513e-01 -1.39533606e-02
1.67392097e-01 8.32789177e-02 3.93020841e-02 -2.97943966e-01
-1.16347247e-01 -6.26655858e-02]
[ -3.54104926e-01 2.88356012e-02 1.09864482e-02 -3.62598997e-02
1.77604361e-01 -1.70476723e-01 1.31024694e-02 2.33907251e-01
-9.44527911e-02 6.55991954e-02]
[ 1.44802097e-01 3.21844213e-02 -2.35249760e-01 -8.58317470e-02
1.17932651e-01 -2.96143181e-01 6.11818996e-02 -1.67824830e-01
-8.24934186e-04 -1.90969803e-01]
[ 2.09094249e-01 -1.81458885e-01 6.29510557e-02 -2.55209283e-02
9.85416846e-02 -3.40013939e-02 3.54913587e-02 -1.36912934e-01
1.10742440e-01 -1.82995036e-01]
[ -1.02182317e-01 -5.72576013e-02 1.22678599e-01 1.13266839e-01
3.32048076e-02 -1.14589304e-01 2.46404731e-01 -7.74509620e-02
1.87087683e-01 8.81289838e-05]
[ -6.35930431e-03 -1.91751676e-01 1.99401562e-01 -2.50875606e-01
-2.48162287e-02 1.17228754e-01 7.60093095e-02 -1.17094182e-01
1.97129308e-02 2.17297458e-01]]
[[ 0.62246959]
[ 1.59383252]
[ 0.2665008 ]
[ 0.87539761]
[-2.66524887]
[-0.2601563 ]
[-1.59930974]
[ 0.0681519 ]
[ 0.70004938]
[ 0.8952464 ]]
Progress: 32.8% ... Training loss: 0.281 ... Validation loss: 0.458[[ 1.60690249e-01 2.04824509e-01 -1.06377078e-01 1.08108369e-01
-5.27823505e-01 -7.07081726e-02 -5.29102862e-02 1.22142464e-01
-6.10001817e-02 1.85362782e-01]
[ 1.59203558e-02 1.58502792e-01 -1.85689486e-02 4.75328749e-02
8.21564887e-02 -7.21996593e-03 3.06525813e-01 4.14636369e-02
1.43327152e-01 -2.52316715e-02]
[ 1.80282441e-01 6.50918483e-01 1.04477428e-02 -3.00125436e-02
4.39925410e-01 -2.32796511e-02 -7.27189806e-01 -3.98624299e-02
5.43063849e-02 2.75124772e-01]
[ 1.02928997e-02 -3.24684614e-01 -2.17561275e-01 9.74596412e-02
-2.30164201e-02 1.47036164e-01 1.49022379e-01 5.89009968e-02
6.76440949e-02 2.07048988e-01]
[ -1.46483121e-02 1.15716395e-01 -1.47343474e-01 4.44393252e-02
1.56158964e-02 -1.81636810e-01 6.83305035e-02 -1.18342713e-01
-1.88333626e-01 -2.57604968e-02]
[ -3.74675531e-01 -5.69258519e-01 -2.92910213e-01 1.66083240e-01
4.04607549e-02 3.97918981e-02 2.60764821e-01 -3.68199315e-02
-1.19380236e-02 -2.65344655e-03]
[ -4.91721972e-03 -2.09942027e-01 9.02731434e-03 8.86037534e-02
-1.85630838e-03 -7.09517937e-02 1.80483345e-01 -1.90638992e-01
1.91309783e-01 2.92641714e-02]
[ 1.15324454e-01 -2.37447694e-01 3.59127176e-02 -6.44394126e-02
6.16914071e-02 -4.87131917e-02 7.05508350e-02 1.20456696e-01
8.44857004e-02 -1.88468484e-02]
[ -1.77196105e-01 -1.36416595e-01 -3.05099784e-01 -2.66799322e-02
1.16788322e-02 7.08379353e-02 -1.52311209e-01 -2.92514388e-02
2.57756837e-01 -1.36775163e-01]
[ 6.49103572e-02 -3.66124025e-01 9.41928040e-02 4.56791382e-02
-3.69816882e-02 -1.20813908e-01 1.59436346e-01 -1.02148466e-01
3.17756287e-02 1.18689796e-01]
[ -8.72550993e-02 -3.99776334e-02 -1.11446455e-03 -1.51327990e-01
1.20457072e-02 2.03637910e-02 1.77344613e-01 -1.03141694e-01
-1.82795792e-02 -1.32010039e-01]
[ -1.25303791e-01 -1.50708938e-01 -7.34407637e-02 -1.37179990e-02
4.02971893e-01 1.04242181e-01 1.09564044e-01 -1.69987075e-02
-1.78413289e-01 -2.23591450e-01]
[ -1.56972545e-01 4.36118012e-03 6.19163683e-02 2.17009197e-02
-1.72289853e-01 -2.19720223e-01 -1.77935935e-01 -1.97016874e-01
8.69521554e-02 1.74036760e-01]
[ -2.58355055e-01 -2.96920420e-01 1.04629221e-01 2.39981586e-01
-9.40407669e-02 -7.26082371e-02 3.66409335e-02 -2.58248113e-01
-2.46610604e-01 -5.32172799e-02]
[ 1.08917919e-01 -1.50714656e-01 -1.95165769e-02 1.24775469e-01
-3.82062761e-02 -8.90753928e-02 2.06351928e-01 3.71407200e-03
3.20659811e-02 1.26248027e-02]
[ 3.75799451e-02 -8.67736669e-02 -2.10787831e-01 1.51535147e-01
-4.48752353e-02 8.40116806e-02 -4.92043022e-02 -1.97926451e-02
-8.97708740e-02 -4.33549890e-03]
[ -1.15626903e-01 -6.04444629e-02 -2.00290824e-01 1.63818894e-01
-1.68473859e-02 1.31835716e-01 -1.86368757e-03 -2.49704419e-01
7.60119914e-02 -1.90981588e-01]
[ -7.37001188e-02 -5.28288476e-02 2.73374012e-01 9.21562086e-02
1.37473413e-01 -5.91099246e-02 -1.10351484e-01 1.20135719e-01
6.75072316e-02 2.70436985e-02]
[ 5.92727128e-02 -2.03659357e-02 8.92128034e-02 9.22118912e-02
4.49896092e-02 -1.82002432e-02 2.22973166e-01 1.20859707e-01
-2.53931986e-02 -5.91580450e-02]
[ 1.79146905e-02 -1.31717908e-01 -2.87029071e-01 -3.73530719e-02
1.33500138e-01 -9.53130848e-02 1.41333102e-01 1.64638317e-01
1.19041891e-01 -1.68810326e-02]
[ 4.58158289e-02 -2.24887560e-02 -1.18264226e-01 3.87291160e-02
-7.79034744e-02 3.23568221e-01 2.71115261e-01 2.04559049e-01
-1.64896258e-01 -6.63169708e-02]
[ -3.75586251e-03 -2.81303519e-02 1.19991818e-01 9.69394308e-02
2.16868955e-02 1.08146791e-01 -1.09858316e-01 -4.22847831e-02
2.06500074e-01 6.90773617e-02]
[ 1.09100326e-01 7.49247310e-02 -4.60424003e-02 -1.00174775e-01
-9.26515949e-02 -3.29742357e-01 1.16261672e-01 8.54926024e-03
1.41636015e-01 8.83485263e-02]
[ -1.01341321e-01 -1.31453282e-02 -1.60840158e-02 2.09491241e-02
1.02650052e-02 -2.03317306e-01 -7.89035423e-02 -2.00333625e-02
1.47896103e-02 1.25925834e-01]
[ -1.47339880e-01 -9.06488012e-02 -1.98157311e-01 -5.42606942e-03
-2.74235910e-01 -4.01916770e-03 1.10798927e-02 -2.39010334e-02
1.65600147e-03 5.84880134e-02]
[ -3.07127950e-02 -9.72080532e-02 -7.49517346e-02 -1.27531769e-01
5.32687857e-01 2.76111993e-01 5.69058666e-01 1.13024731e-01
-1.82156184e-01 -3.77693956e-01]
[ -1.62517052e-02 -3.91785914e-01 -2.99877487e-02 -7.26946147e-02
6.58438662e-01 1.00818111e-01 5.25876910e-01 9.14757788e-02
2.99184883e-02 -3.83623276e-01]
[ 1.05688570e-02 -4.48923317e-01 -4.34848829e-02 -1.08035446e-01
6.78058147e-01 2.37646336e-02 4.96874858e-01 4.86586403e-02
-3.64266898e-01 -2.19551724e-01]
[ -1.68217409e-01 -5.91263866e-01 -8.54011450e-03 -2.00376282e-01
7.60367370e-01 -9.16284069e-02 6.18875164e-01 -8.26294294e-02
-6.54709781e-02 8.60030929e-02]
[ -2.91708153e-01 -4.02529471e-01 5.63236229e-02 -4.54794508e-02
9.10973218e-01 1.41565738e-01 4.20540177e-01 4.77883890e-02
-8.72545035e-02 -1.34405099e-01]
[ -2.05679163e-01 -3.07309955e-01 2.50988052e-01 -2.44479369e-01
6.67751232e-01 -4.40032816e-02 6.91082885e-01 1.29906917e-02
-2.58151073e-01 -2.94680913e-02]
[ -1.26624546e-01 -2.18206184e-01 -1.79360108e-01 -9.62918094e-02
4.75302341e-01 -2.31619975e-01 1.72083099e-01 1.69366420e-01
-5.40025202e-03 -1.14060412e-01]
[ 1.11494011e-01 2.43464211e-01 1.64149528e-01 -9.08494949e-02
-7.98445663e-02 4.99129119e-02 -1.50687439e-01 2.83087975e-01
7.53631664e-02 1.78645961e-01]
[ 3.44827566e-01 3.13245851e-01 -8.49902649e-02 3.06859715e-01
-8.67737646e-01 -2.85736163e-01 -4.68353330e-01 1.76867126e-01
3.77859355e-01 -3.90769394e-02]
[ 4.44834526e-02 1.29461911e-01 2.51854092e-01 2.45857002e-01
-4.77326681e-02 -1.94847657e-01 -1.71528891e-01 -1.33239420e-01
-1.42647186e-01 -2.93117872e-01]
[ 2.58158018e-02 -5.65234998e-02 -1.17321797e-01 -5.08466246e-02
2.28977801e-01 3.96784592e-02 -1.16749587e-02 -1.84339832e-01
3.65159502e-02 2.10968706e-01]
[ 3.88918776e-03 -4.39536562e-02 -6.57099919e-02 -4.71685477e-02
-3.45516141e-02 -1.78291603e-01 7.87961326e-02 1.03118992e-02
4.00897724e-02 8.98400772e-03]
[ 2.76629233e-02 6.92093892e-02 2.43627836e-01 7.20155227e-02
-2.22969707e-01 -1.34354976e-01 1.13541487e-01 3.94421534e-02
-1.87115293e-01 1.05490233e-01]
[ 7.46559481e-02 4.06117669e-02 1.08870453e-01 1.16205117e-02
-2.52677067e-01 6.74936023e-02 5.58731341e-02 -2.70519476e-01
-1.40879524e-02 -8.47786642e-02]
[ -1.21036131e-02 9.13592045e-02 8.42837492e-02 -3.14502813e-02
-3.73935359e-02 1.81123391e-01 1.00357571e-01 1.18350034e-01
-2.27044856e-02 1.71024291e-01]
[ 2.15635911e-01 5.59099361e-02 2.62639272e-02 7.34247657e-02
6.17885822e-02 -2.09886311e-02 -1.51348997e-01 1.47876230e-01
-6.03631466e-02 -2.73421441e-02]
[ 4.54167277e-02 2.85270409e-04 1.82919452e-02 4.57631868e-02
-4.23478021e-01 -1.24195849e-01 -2.13066735e-01 4.15549457e-02
1.22681679e-01 1.97408580e-01]
[ 5.11890733e-02 5.21899763e-01 1.24905804e-01 4.23964451e-01
-1.14075850e+00 -3.05979818e-01 -6.11308261e-01 -7.17039068e-02
2.93944663e-01 3.37867154e-01]
[ 1.77406112e-01 4.96970232e-01 6.55152944e-02 4.23177290e-01
-8.95284547e-01 -8.34212974e-02 -4.38073322e-01 1.50993753e-01
2.07717896e-01 4.81885108e-01]
[ 2.56388338e-01 3.07670149e-01 2.46660597e-01 1.48191879e-01
-4.26430146e-01 8.02093853e-02 -2.16400797e-01 1.62740269e-01
2.39770800e-01 7.84711092e-02]
[ -7.05418056e-02 2.27546447e-01 2.42962492e-01 2.12354709e-02
-5.13011345e-02 1.29363309e-01 -1.07323267e-01 -1.48003046e-02
-2.91192514e-02 5.49954659e-02]
[ -9.52649750e-02 2.13300848e-03 2.62797792e-02 9.80688507e-02
-6.44605929e-02 1.14563198e-01 2.46385423e-01 2.05229359e-02
-2.71130378e-01 -8.85231105e-02]
[ -2.24231620e-01 -3.61811549e-02 -9.50346659e-02 -3.49790230e-01
1.98507261e-01 1.21222991e-01 1.14070103e-01 1.03039971e-01
-2.11655909e-01 2.66337025e-02]
[ 1.21661111e-02 -3.84515644e-01 -1.26668494e-01 -1.59000556e-01
3.64883860e-01 2.51975208e-02 1.78811585e-01 1.52702401e-01
-1.63282308e-01 -2.19436414e-01]
[ 1.32991158e-01 -2.07636239e-01 -1.46046738e-01 -2.90622589e-03
5.88231465e-02 -5.55976481e-02 5.03537919e-02 -1.50900970e-01
1.29647337e-01 -1.28505582e-01]
[ -1.19914925e-01 8.07494274e-02 2.61618855e-01 -1.36415851e-02
1.66746549e-01 8.31635973e-02 3.89722204e-02 -2.97914385e-01
-1.16092920e-01 -6.23379244e-02]
[ -3.52978480e-01 3.08374086e-02 1.14769540e-02 -3.46433921e-02
1.73131912e-01 -1.70937715e-01 1.10409547e-02 2.34035062e-01
-9.31530086e-02 6.70789897e-02]
[ 1.45160334e-01 3.27301533e-02 -2.35054841e-01 -8.52505349e-02
1.16350970e-01 -2.96258405e-01 6.03511844e-02 -1.67782620e-01
-3.25971601e-04 -1.90321558e-01]
[ 2.09095486e-01 -1.81916077e-01 6.29475022e-02 -2.55318524e-02
9.90699292e-02 -3.39784964e-02 3.59023029e-02 -1.36910459e-01
1.10773930e-01 -1.82964241e-01]
[ -1.02433532e-01 -5.79529491e-02 1.22574130e-01 1.13013332e-01
3.36639154e-02 -1.14472745e-01 2.47263980e-01 -7.74784150e-02
1.86832321e-01 -3.14507552e-04]
[ -6.79983544e-03 -1.92427970e-01 1.99215442e-01 -2.51644041e-01
-2.32770761e-02 1.17439065e-01 7.64367686e-02 -1.17153717e-01
1.91479047e-02 2.16716903e-01]]
[[ 0.62714963]
[ 1.59844488]
[ 0.26927607]
[ 0.88031949]
[-2.66218345]
[-0.25852154]
[-1.59691972]
[ 0.07081057]
[ 0.70349448]
[ 0.89868738]]
Progress: 32.8% ... Training loss: 0.282 ... Validation loss: 0.456[[ 1.59616216e-01 2.03407556e-01 -1.06880280e-01 1.06555725e-01
-5.21952013e-01 -7.02915008e-02 -5.06487435e-02 1.22006699e-01
-6.23478274e-02 1.83769689e-01]
[ 1.56715020e-02 1.57909214e-01 -1.86764540e-02 4.71873646e-02
8.31615605e-02 -7.11932367e-03 3.07163228e-01 4.14388648e-02
1.43046461e-01 -2.55900482e-02]
[ 1.77248686e-01 6.44117443e-01 9.02939284e-03 -3.47247114e-02
4.54458725e-01 -2.20467282e-02 -7.20268380e-01 -4.02373682e-02
5.06037605e-02 2.70530489e-01]
[ 1.28366234e-02 -3.19366348e-01 -2.16372810e-01 1.01350474e-01
-3.24067315e-02 1.46247757e-01 1.43932096e-01 5.91787594e-02
7.07114309e-02 2.10790425e-01]
[ -1.79374256e-02 1.07855417e-01 -1.48802856e-01 3.98357533e-02
2.71133540e-02 -1.80468048e-01 7.58946298e-02 -1.18699785e-01
-1.92251283e-01 -3.05305133e-02]
[ -3.76709353e-01 -5.73217353e-01 -2.93803905e-01 1.63366583e-01
4.62930964e-02 4.05628916e-02 2.65656607e-01 -3.70375870e-02
-1.42212738e-02 -5.60652826e-03]
[ -5.81457500e-03 -2.12329698e-01 8.60657139e-03 8.72756178e-02
3.15757455e-03 -7.05488179e-02 1.82766938e-01 -1.90752191e-01
1.90228611e-01 2.79788808e-02]
[ 1.13712752e-01 -2.40939059e-01 3.51755777e-02 -6.69369916e-02
6.89076171e-02 -4.80724334e-02 7.44165419e-02 1.20265510e-01
8.25099148e-02 -2.13423371e-02]
[ -1.77133868e-01 -1.36538972e-01 -3.05050307e-01 -2.65698031e-02
1.12919423e-02 7.07996512e-02 -1.52383244e-01 -2.92433043e-02
2.57923949e-01 -1.36653121e-01]
[ 6.17435566e-02 -3.72542542e-01 9.27105336e-02 4.07504235e-02
-2.30262395e-02 -1.19468537e-01 1.66376327e-01 -1.02532375e-01
2.79484640e-02 1.13797001e-01]
[ -8.87449732e-02 -4.38396063e-02 -1.73224268e-03 -1.53315182e-01
1.67144652e-02 2.09035037e-02 1.81471108e-01 -1.03297538e-01
-1.98897357e-02 -1.34034530e-01]
[ -1.25127760e-01 -1.50388695e-01 -7.33428128e-02 -1.32343357e-02
4.02023230e-01 1.04133541e-01 1.09466619e-01 -1.69728602e-02
-1.78149063e-01 -2.23285984e-01]
[ -1.56972545e-01 4.36118012e-03 6.19163683e-02 2.17009197e-02
-1.72289853e-01 -2.19720223e-01 -1.77935935e-01 -1.97016874e-01
8.69521554e-02 1.74036760e-01]
[ -2.59032197e-01 -2.97974989e-01 1.04325864e-01 2.39104314e-01
-9.20459082e-02 -7.23350331e-02 3.82193462e-02 -2.58323166e-01
-2.47404480e-01 -5.42577455e-02]
[ 1.08213080e-01 -1.52325823e-01 -1.98092401e-02 1.23852878e-01
-3.62113131e-02 -8.88215772e-02 2.07937264e-01 3.63773248e-03
3.13329040e-02 1.15760005e-02]
[ 3.68092926e-02 -8.87185903e-02 -2.11144992e-01 1.50435316e-01
-4.22793892e-02 8.43082484e-02 -4.72047831e-02 -1.98725387e-02
-9.06693677e-02 -5.38537827e-03]
[ -1.15555733e-01 -6.05170212e-02 -2.00262839e-01 1.63814042e-01
-1.60594618e-02 1.31828647e-01 -1.99848223e-03 -2.49704707e-01
7.60708901e-02 -1.90915305e-01]
[ -7.26177640e-02 -5.00187252e-02 2.73848460e-01 9.36581004e-02
1.32984165e-01 -5.95492764e-02 -1.13176956e-01 1.20261804e-01
6.86858182e-02 2.85881774e-02]
[ 5.68831376e-02 -2.62655424e-02 8.81336646e-02 8.88318424e-02
5.52129087e-02 -1.72049626e-02 2.29113890e-01 1.20574922e-01
-2.81669395e-02 -6.26164370e-02]
[ 1.69649955e-02 -1.33904943e-01 -2.87513379e-01 -3.89523807e-02
1.37981780e-01 -9.49248281e-02 1.43400862e-01 1.64513046e-01
1.17802283e-01 -1.85198428e-02]
[ 4.55041876e-02 -2.31456651e-02 -1.18388771e-01 3.83192170e-02
-7.68461122e-02 3.23683730e-01 2.71802433e-01 2.04526248e-01
-1.65233761e-01 -6.67144755e-02]
[ -3.48131954e-03 -2.72192370e-02 1.20150368e-01 9.74201059e-02
2.06128725e-02 1.08017560e-01 -1.10355035e-01 -4.22397553e-02
2.06882945e-01 6.96110326e-02]
[ 1.08311512e-01 7.31561546e-02 -4.63659423e-02 -1.01285705e-01
-8.94309389e-02 -3.29418988e-01 1.18275854e-01 8.45925394e-03
1.40876978e-01 8.72180433e-02]
[ -1.00670739e-01 -1.18199745e-02 -1.57947791e-02 2.19176404e-02
7.36144572e-03 -2.03600333e-01 -8.06073481e-02 -1.99562425e-02
1.55147409e-02 1.26919490e-01]
[ -1.47326814e-01 -9.04602951e-02 -1.98144913e-01 -5.40466349e-03
-2.74450087e-01 -4.03004741e-03 1.11366284e-02 -2.38987351e-02
1.67275574e-03 5.85024425e-02]
[ -3.03673526e-02 -9.69328849e-02 -7.48077640e-02 -1.27031738e-01
5.31085869e-01 2.75965319e-01 5.68932457e-01 1.13065398e-01
-1.81767712e-01 -3.77276294e-01]
[ -1.64817407e-02 -3.92329833e-01 -3.00912677e-02 -7.30388820e-02
6.59401424e-01 1.00918977e-01 5.26451728e-01 9.14480504e-02
2.96605603e-02 -3.83975359e-01]
[ 1.05476880e-02 -4.48973956e-01 -4.34939591e-02 -1.08064642e-01
6.78129741e-01 2.37731889e-02 4.96925847e-01 4.86563707e-02
-3.64289517e-01 -2.19581328e-01]
[ -1.68409756e-01 -5.91528718e-01 -8.62178206e-03 -2.00650419e-01
7.61362989e-01 -9.15496967e-02 6.19176511e-01 -8.26508350e-02
-6.56929779e-02 8.57669124e-02]
[ -2.92218360e-01 -4.03769802e-01 5.61089721e-02 -4.61936549e-02
9.12853380e-01 1.41772162e-01 4.21786027e-01 4.77330086e-02
-8.78170038e-02 -1.35096121e-01]
[ -2.05771058e-01 -3.07416300e-01 2.50950137e-01 -2.44602465e-01
6.68105543e-01 -4.39682149e-02 6.91208242e-01 1.29811513e-02
-2.58245060e-01 -2.95817462e-02]
[ -1.26715587e-01 -2.18174491e-01 -1.79406328e-01 -9.64402582e-02
4.75704688e-01 -2.31572914e-01 1.72178369e-01 1.69353908e-01
-5.52683237e-03 -1.14240650e-01]
[ 1.10241266e-01 2.40356296e-01 1.63555008e-01 -9.27806789e-02
-7.43013249e-02 5.04682906e-02 -1.47565718e-01 2.82933772e-01
7.40066695e-02 1.76809411e-01]
[ 3.45529653e-01 3.14813087e-01 -8.46889099e-02 3.07747164e-01
-8.69640870e-01 -2.86011741e-01 -4.70093852e-01 1.76946085e-01
3.78544014e-01 -3.80718936e-02]
[ 4.42495271e-02 1.28843243e-01 2.51749770e-01 2.45506975e-01
-4.67054611e-02 -1.94748990e-01 -1.70932214e-01 -1.33268395e-01
-1.42931196e-01 -2.93483361e-01]
[ 2.57769059e-02 -5.68263989e-02 -1.17330695e-01 -5.08870655e-02
2.28980949e-01 3.96887037e-02 -1.15587629e-02 -1.84341754e-01
3.64671869e-02 2.10942885e-01]
[ 3.79150365e-03 -4.43212600e-02 -6.57645920e-02 -4.73821293e-02
-3.38484681e-02 -1.78246092e-01 7.90863406e-02 1.02928316e-02
3.99074038e-02 8.76933973e-03]
[ 2.82865278e-02 7.08462820e-02 2.43903831e-01 7.29302474e-02
-2.25669592e-01 -1.34621200e-01 1.12026082e-01 3.95151642e-02
-1.86415014e-01 1.06399707e-01]
[ 7.47104516e-02 4.08935924e-02 1.08867777e-01 1.16294097e-02
-2.52550630e-01 6.74637096e-02 5.57170034e-02 -2.70522596e-01
-1.40958317e-02 -8.47755035e-02]
[ -1.19319396e-02 9.17039313e-02 8.43539813e-02 -3.12366082e-02
-3.80332254e-02 1.81050783e-01 9.98454553e-02 1.18368801e-01
-2.25431724e-02 1.71178390e-01]
[ 2.15532531e-01 5.55941909e-02 2.62222685e-02 7.32648713e-02
6.22459213e-02 -2.09542766e-02 -1.51123502e-01 1.47864143e-01
-6.05017079e-02 -2.75286653e-02]
[ 4.54920595e-02 7.46055199e-04 1.83113802e-02 4.58255477e-02
-4.23699616e-01 -1.24195662e-01 -2.13307602e-01 4.15600487e-02
1.22727611e-01 1.97470794e-01]
[ 4.91336317e-02 5.17784769e-01 1.24018005e-01 4.21296724e-01
-1.13383615e+00 -3.05236319e-01 -6.06258236e-01 -7.19230394e-02
2.91598807e-01 3.35044894e-01]
[ 1.77218626e-01 4.96388289e-01 6.54371989e-02 4.22885895e-01
-8.94530301e-01 -8.33373309e-02 -4.37584148e-01 1.50971086e-01
2.07576843e-01 4.81624299e-01]
[ 2.56051696e-01 3.07241896e-01 2.46545523e-01 1.47800614e-01
-4.25481878e-01 8.03379613e-02 -2.15863403e-01 1.62707626e-01
2.39497004e-01 7.80523130e-02]
[ -7.08359062e-02 2.26807945e-01 2.42838974e-01 2.08641765e-02
-5.01025310e-02 1.29483559e-01 -1.06630377e-01 -1.48329474e-02
-2.94398769e-02 5.45977900e-02]
[ -9.54982567e-02 1.68863903e-03 2.61754969e-02 9.77340835e-02
-6.36178116e-02 1.14657497e-01 2.46768374e-01 2.04963304e-02
-2.71383252e-01 -8.88683207e-02]
[ -2.24239320e-01 -3.61781798e-02 -9.50394940e-02 -3.49778759e-01
1.98397754e-01 1.21218132e-01 1.14079109e-01 1.03040910e-01
-2.11637356e-01 2.66471579e-02]
[ 1.16908020e-02 -3.85850213e-01 -1.26868260e-01 -1.59646480e-01
3.66541738e-01 2.53781845e-02 1.80166516e-01 1.52652952e-01
-1.63816713e-01 -2.20136761e-01]
[ 1.32196606e-01 -2.08982176e-01 -1.46503782e-01 -4.16282600e-03
6.17988590e-02 -5.52258121e-02 5.23755484e-02 -1.51017271e-01
1.28777140e-01 -1.29834595e-01]
[ -1.20308934e-01 7.95972355e-02 2.61468048e-01 -1.41897672e-02
1.68441126e-01 8.33142892e-02 4.01730128e-02 -2.97952948e-01
-1.16510596e-01 -6.28868336e-02]
[ -3.53259563e-01 3.00883274e-02 1.13687435e-02 -3.50990735e-02
1.74950269e-01 -1.70820337e-01 1.15598280e-02 2.34004921e-01
-9.35268892e-02 6.66608048e-02]
[ 1.44539812e-01 3.12837228e-02 -2.35325789e-01 -8.61819018e-02
1.18383647e-01 -2.96028125e-01 6.17845978e-02 -1.67854124e-01
-1.08595531e-03 -1.91270330e-01]
[ 2.08633405e-01 -1.83109857e-01 6.27368658e-02 -2.62300678e-02
1.01171790e-01 -3.38222940e-02 3.76199320e-02 -1.36954964e-01
1.10192247e-01 -1.83662450e-01]
[ -1.03522010e-01 -6.03324900e-02 1.22114477e-01 1.11600473e-01
3.80283922e-02 -1.14039469e-01 2.49714585e-01 -7.76039290e-02
1.85568942e-01 -1.79106802e-03]
[ -7.63975469e-03 -1.94121254e-01 1.98870642e-01 -2.52773379e-01
-2.05891918e-02 1.17755844e-01 7.80627500e-02 -1.17241094e-01
1.82416085e-02 2.15524732e-01]]
[[ 0.61118852]
[ 1.58245816]
[ 0.25429833]
[ 0.86382246]
[-2.6774085 ]
[-0.26975854]
[-1.61194186]
[ 0.05755246]
[ 0.68797225]
[ 0.88193213]]
Progress: 32.9% ... Training loss: 0.285 ... Validation loss: 0.464[[ 1.60747560e-01 2.06198782e-01 -1.06292782e-01 1.08551536e-01
-5.27366682e-01 -7.09456234e-02 -5.32281750e-02 1.22151623e-01
-6.07707788e-02 1.85622805e-01]
[ 1.47216198e-02 1.55532204e-01 -1.90634019e-02 4.58630789e-02
8.63852674e-02 -6.72223340e-03 3.09495555e-01 4.13487779e-02
1.42127769e-01 -2.69716673e-02]
[ 1.76975192e-01 6.45374136e-01 9.02111611e-03 -3.47833244e-02
4.53463327e-01 -2.19910858e-02 -7.20028747e-01 -4.02372518e-02
5.05644861e-02 2.70578095e-01]
[ 1.00765264e-02 -3.26328712e-01 -2.17595976e-01 9.72510900e-02
-1.98505535e-02 1.47581547e-01 1.50434360e-01 5.89168895e-02
6.73828336e-02 2.07145094e-01]
[ -1.53734817e-02 1.15331510e-01 -1.47875971e-01 4.31006428e-02
1.63330946e-02 -1.81346335e-01 6.80185505e-02 -1.18510195e-01
-1.89813947e-01 -2.73090942e-02]
[ -3.76829132e-01 -5.74239690e-01 -2.93842736e-01 1.63299068e-01
4.63161645e-02 4.05693195e-02 2.66391826e-01 -3.70425838e-02
-1.42823560e-02 -5.94991916e-03]
[ -5.38305351e-03 -2.11181398e-01 8.83172904e-03 8.78480958e-02
1.05333798e-03 -7.07342115e-02 1.81780946e-01 -1.90714836e-01
1.90760326e-01 2.85979561e-02]
[ 1.14445040e-01 -2.39087816e-01 3.55888102e-02 -6.54105351e-02
6.40711311e-02 -4.85226772e-02 7.28532469e-02 1.20366711e-01
8.36235044e-02 -2.00352186e-02]
[ -1.77101497e-01 -1.37356854e-01 -3.05013156e-01 -2.64607666e-02
1.17194003e-02 7.07312545e-02 -1.51782739e-01 -2.92338316e-02
2.58156325e-01 -1.36582595e-01]
[ 6.37500345e-02 -3.67846514e-01 9.36865081e-02 4.40171556e-02
-3.32612375e-02 -1.20525350e-01 1.61975129e-01 -1.02315109e-01
3.06559263e-02 1.16888207e-01]
[ -8.91477310e-02 -4.57087052e-02 -1.87284850e-03 -1.53780611e-01
1.82319250e-02 2.10343186e-02 1.83093250e-01 -1.03326212e-01
-2.01826782e-02 -1.34619042e-01]
[ -1.25655078e-01 -1.52056301e-01 -7.35414704e-02 -1.38951830e-02
4.04250572e-01 1.04361933e-01 1.11032113e-01 -1.70184206e-02
-1.78746984e-01 -2.24139348e-01]
[ -1.56972545e-01 4.36118012e-03 6.19163683e-02 2.17009197e-02
-1.72289853e-01 -2.19720223e-01 -1.77935935e-01 -1.97016874e-01
8.69521554e-02 1.74036760e-01]
[ -2.59133642e-01 -2.98637640e-01 1.04298398e-01 2.39042466e-01
-9.20271524e-02 -7.23348284e-02 3.87493114e-02 -2.58326656e-01
-2.47438982e-01 -5.43927464e-02]
[ 1.08031053e-01 -1.52870901e-01 -1.98970139e-02 1.23577718e-01
-3.57171395e-02 -8.87362317e-02 2.08445286e-01 3.61923937e-03
3.11249920e-02 1.12277360e-02]
[ 3.68494680e-02 -8.89791430e-02 -2.11110242e-01 1.50533007e-01
-4.22489462e-02 8.42825579e-02 -4.70848624e-02 -1.98689655e-02
-9.06292763e-02 -5.43415842e-03]
[ -1.14301599e-01 -5.72800670e-02 -1.99728701e-01 1.65539981e-01
-2.10212739e-02 1.31291667e-01 -5.29563251e-03 -2.49593421e-01
7.74465457e-02 -1.89103749e-01]
[ -7.26951604e-02 -5.00419763e-02 2.73833810e-01 9.35954250e-02
1.32911366e-01 -5.95289878e-02 -1.12955424e-01 1.20261786e-01
6.86698279e-02 2.84752777e-02]
[ 5.60087459e-02 -2.84448339e-02 8.77717858e-02 8.75464435e-02
5.85515863e-02 -1.68171132e-02 2.31417865e-01 1.20489919e-01
-2.91464538e-02 -6.38877876e-02]
[ 1.74338794e-02 -1.32568465e-01 -2.87291514e-01 -3.81858374e-02
1.35707463e-01 -9.51568483e-02 1.42025562e-01 1.64562723e-01
1.18395921e-01 -1.77964518e-02]
[ 4.54038028e-02 -2.39026526e-02 -1.18378785e-01 3.84155609e-02
-7.69980663e-02 3.23672810e-01 2.72633436e-01 2.04533513e-01
-1.65184019e-01 -6.67487961e-02]
[ -2.68501533e-03 -2.50328192e-02 1.20505754e-01 9.86490120e-02
1.71640915e-02 1.07619728e-01 -1.12195554e-01 -4.21552606e-02
2.07848618e-01 7.08349710e-02]
[ 1.08008794e-01 7.23118106e-02 -4.64831536e-02 -1.01711262e-01
-8.80991565e-02 -3.29280928e-01 1.19145416e-01 8.43144647e-03
1.40542950e-01 8.67886206e-02]
[ -1.00984920e-01 -1.29549126e-02 -1.59063989e-02 2.15637403e-02
8.08613869e-03 -2.03506101e-01 -7.97119246e-02 -1.99818181e-02
1.53460077e-02 1.26525461e-01]
[ -1.46857367e-01 -8.96537271e-02 -1.97943726e-01 -4.71509174e-03
-2.75969146e-01 -4.25019149e-03 1.01566327e-02 -2.38516112e-02
2.20523378e-03 5.91709548e-02]
[ -3.03573417e-02 -9.70618022e-02 -7.47938395e-02 -1.27008820e-01
5.30982951e-01 2.75958880e-01 5.69085670e-01 1.13066943e-01
-1.81747781e-01 -3.77292328e-01]
[ -1.66073867e-02 -3.92733761e-01 -3.01461881e-02 -7.32194717e-02
6.59836880e-01 1.00973099e-01 5.26867952e-01 9.14360468e-02
2.95260325e-02 -3.84175128e-01]
[ 1.08996818e-02 -4.48499153e-01 -4.33422833e-02 -1.07559867e-01
6.76657294e-01 2.36160102e-02 4.96308429e-01 4.86908315e-02
-3.63915896e-01 -2.19175571e-01]
[ -1.68320049e-01 -5.91516305e-01 -8.58145529e-03 -2.00475579e-01
7.60953540e-01 -9.16061052e-02 6.19046877e-01 -8.26393881e-02
-6.55571129e-02 8.59615188e-02]
[ -2.92486090e-01 -4.04648812e-01 5.60275657e-02 -4.65034263e-02
9.13595773e-01 1.41866221e-01 4.22630833e-01 4.77124375e-02
-8.80535452e-02 -1.35449754e-01]
[ -2.06015455e-01 -3.07899962e-01 2.50849699e-01 -2.44949984e-01
6.69164421e-01 -4.38614909e-02 6.91699709e-01 1.29579576e-02
-2.58519928e-01 -2.99299952e-02]
[ -1.26817184e-01 -2.18528902e-01 -1.79447671e-01 -9.65819031e-02
4.75931399e-01 -2.31528366e-01 1.72499775e-01 1.69344528e-01
-5.63717230e-03 -1.14384110e-01]
[ 1.10231912e-01 2.40623822e-01 1.63577695e-01 -9.27069047e-02
-7.45187498e-02 5.04469917e-02 -1.47680706e-01 2.82937692e-01
7.41041441e-02 1.76833492e-01]
[ 3.45786397e-01 3.15022248e-01 -8.45762102e-02 3.08123021e-01
-8.70076592e-01 -2.86120193e-01 -4.70518317e-01 1.76974372e-01
3.78817485e-01 -3.77248112e-02]
[ 4.41879606e-02 1.28574031e-01 2.51718165e-01 2.45385707e-01
-4.62555230e-02 -1.94717304e-01 -1.70721439e-01 -1.33275851e-01
-1.43013633e-01 -2.93605200e-01]
[ 2.56653326e-02 -5.71769375e-02 -1.17364309e-01 -5.10368237e-02
2.29217313e-01 3.97388566e-02 -1.12562644e-02 -1.84352153e-01
3.63792329e-02 2.10802787e-01]
[ 3.63761778e-03 -4.48375600e-02 -6.58296750e-02 -4.76005600e-02
-3.31307991e-02 -1.78176771e-01 7.95339608e-02 1.02783641e-02
3.97574878e-02 8.54357795e-03]
[ 2.80127533e-02 7.02604632e-02 2.43793030e-01 7.25416598e-02
-2.24548224e-01 -1.34506217e-01 1.12709583e-01 3.94892160e-02
-1.86718000e-01 1.06005045e-01]
[ 7.47776582e-02 4.10327368e-02 1.08893839e-01 1.17313465e-02
-2.52791626e-01 6.74439783e-02 5.56349064e-02 -2.70518465e-01
-1.40155807e-02 -8.46774598e-02]
[ -1.21552990e-02 9.11479639e-02 8.42462104e-02 -3.15962033e-02
-3.71612846e-02 1.81152577e-01 1.00435981e-01 1.18341508e-01
-2.28235366e-02 1.70792435e-01]
[ 2.15677306e-01 5.60106136e-02 2.62816601e-02 7.34703103e-02
6.15750578e-02 -2.09956935e-02 -1.51552137e-01 1.47871258e-01
-6.03390239e-02 -2.73454677e-02]
[ 4.55808858e-02 1.10886714e-03 1.83543452e-02 4.59727897e-02
-4.24213753e-01 -1.24236163e-01 -2.13527575e-01 4.15698173e-02
1.22832474e-01 1.97617549e-01]
[ 4.85184922e-02 5.16110725e-01 1.23788416e-01 4.20551941e-01
-1.13242271e+00 -3.05024112e-01 -6.04511674e-01 -7.19721065e-02
2.91104420e-01 3.34189607e-01]
[ 1.79187613e-01 5.01147768e-01 6.63009082e-02 4.25809118e-01
-9.02358958e-01 -8.42894860e-02 -4.42038542e-01 1.51172294e-01
2.09861312e-01 4.84502749e-01]
[ 2.56801834e-01 3.09261933e-01 2.46903282e-01 1.49053023e-01
-4.29284662e-01 7.99653332e-02 -2.18006769e-01 1.62791438e-01
2.40413666e-01 7.93003191e-02]
[ -7.08590742e-02 2.26849217e-01 2.42827493e-01 2.08195453e-02
-5.01036267e-02 1.29492661e-01 -1.06724194e-01 -1.48349861e-02
-2.94564281e-02 5.45458472e-02]
[ -9.55064417e-02 1.61951436e-03 2.61719617e-02 9.77246274e-02
-6.35967813e-02 1.14661557e-01 2.46778543e-01 2.04955422e-02
-2.71391428e-01 -8.88857610e-02]
[ -2.24537412e-01 -3.68647808e-02 -9.51631206e-02 -3.50207994e-01
1.99682816e-01 1.21346312e-01 1.14872158e-01 1.03012601e-01
-2.11936738e-01 2.62125310e-02]
[ 1.15562820e-02 -3.86436425e-01 -1.26927536e-01 -1.59843166e-01
3.67167784e-01 2.54358470e-02 1.80649928e-01 1.52641202e-01
-1.63970976e-01 -2.20320653e-01]
[ 1.32499423e-01 -2.07805409e-01 -1.46375965e-01 -3.74734336e-03
6.05053392e-02 -5.53311819e-02 5.15846825e-02 -1.51000287e-01
1.29172065e-01 -1.29477961e-01]
[ -1.20363980e-01 7.89590204e-02 2.61447814e-01 -1.42878560e-02
1.69496414e-01 8.33322594e-02 4.06732967e-02 -2.97954654e-01
-1.16596078e-01 -6.29927281e-02]
[ -3.53803219e-01 2.84647466e-02 1.11439785e-02 -3.58844422e-02
1.77240838e-01 -1.70597769e-01 1.29629553e-02 2.33954987e-01
-9.40908782e-02 6.58871175e-02]
[ 1.44003937e-01 2.98178495e-02 -2.35547576e-01 -8.69290248e-02
1.20012623e-01 -2.95805385e-01 6.33067727e-02 -1.67902890e-01
-1.71518760e-03 -1.92097593e-01]
[ 2.10482616e-01 -1.78471815e-01 6.36825811e-02 -2.30138472e-02
9.16008643e-02 -3.48754473e-02 3.33441001e-02 -1.36735073e-01
1.12741624e-01 -1.80745402e-01]
[ -1.03920494e-01 -6.18217682e-02 1.21946822e-01 1.11058955e-01
3.94740865e-02 -1.13827924e-01 2.51008796e-01 -7.76417737e-02
1.85151080e-01 -2.36809357e-03]
[ -7.18231625e-03 -1.93559793e-01 1.99068261e-01 -2.52092528e-01
-2.26354712e-02 1.17541936e-01 7.71960878e-02 -1.17196687e-01
1.88104716e-02 2.16188249e-01]]
[[ 0.61929457]
[ 1.58956825]
[ 0.26023253]
[ 0.87082072]
[-2.67685756]
[-0.26570799]
[-1.60948894]
[ 0.06159465]
[ 0.69457811]
[ 0.88800759]]
Progress: 32.9% ... Training loss: 0.280 ... Validation loss: 0.457[[ 1.60011173e-01 2.05470874e-01 -1.06543235e-01 1.07583481e-01
-5.25579626e-01 -7.06071770e-02 -5.22225667e-02 1.22063845e-01
-6.15894133e-02 1.84862928e-01]
[ 1.52181233e-02 1.56691192e-01 -1.88548032e-02 4.65775001e-02
8.42245705e-02 -6.94277845e-03 3.08204146e-01 4.13986586e-02
1.42685216e-01 -2.63186325e-02]
[ 1.77418902e-01 6.49613260e-01 9.23548709e-03 -3.44405503e-02
4.53929676e-01 -2.21331017e-02 -7.24222386e-01 -4.02201292e-02
5.10104625e-02 2.71475786e-01]
[ 6.67565594e-03 -3.34842559e-01 -2.19098283e-01 9.25310755e-02
-5.24184666e-03 1.49038677e-01 1.60303726e-01 5.85793751e-02
6.38998074e-02 2.02125230e-01]
[ -1.18345346e-02 1.23345352e-01 -1.46398902e-01 4.80014107e-02
2.08370043e-03 -1.82859153e-01 5.92055792e-02 -1.18148723e-01
-1.86007587e-01 -2.24504847e-02]
[ -3.76266510e-01 -5.74084744e-01 -2.93562289e-01 1.64319318e-01
4.17548787e-02 4.02854322e-02 2.66104079e-01 -3.69750159e-02
-1.35784313e-02 -4.99680076e-03]
[ -5.50957902e-03 -2.11649363e-01 8.82220454e-03 8.77756407e-02
6.77840124e-04 -7.07106341e-02 1.82194660e-01 -1.90726843e-01
1.90724558e-01 2.86208182e-02]
[ 1.14747024e-01 -2.37330560e-01 3.57890012e-02 -6.48441363e-02
6.18752076e-02 -4.86730161e-02 7.14881102e-02 1.20403165e-01
8.40913166e-02 -1.92531263e-02]
[ -1.77340901e-01 -1.38020481e-01 -3.05108300e-01 -2.67527039e-02
1.18948701e-02 7.08337384e-02 -1.50954854e-01 -2.92584705e-02
2.58070240e-01 -1.36844192e-01]
[ 6.42230247e-02 -3.66480732e-01 9.40283116e-02 4.50576740e-02
-3.82039009e-02 -1.20797775e-01 1.61054898e-01 -1.02252355e-01
3.15415783e-02 1.18240145e-01]
[ -8.88428537e-02 -4.54559662e-02 -1.71615811e-03 -1.53274060e-01
1.57428803e-02 2.08865172e-02 1.82442123e-01 -1.03294103e-01
-1.97621526e-02 -1.34083511e-01]
[ -1.25934269e-01 -1.52894210e-01 -7.36639957e-02 -1.42199951e-02
4.04725043e-01 1.04473994e-01 1.12192187e-01 -1.70459071e-02
-1.79003278e-01 -2.24530341e-01]
[ -1.56972545e-01 4.36118012e-03 6.19163683e-02 2.17009197e-02
-1.72289853e-01 -2.19720223e-01 -1.77935935e-01 -1.97016874e-01
8.69521554e-02 1.74036760e-01]
[ -2.58815354e-01 -2.98203900e-01 1.04450673e-01 2.39600050e-01
-9.44144500e-02 -7.24846126e-02 3.82427565e-02 -2.58289831e-01
-2.47090209e-01 -5.39033355e-02]
[ 1.08537346e-01 -1.52341714e-01 -1.96557688e-02 1.24391560e-01
-3.83058382e-02 -8.89810849e-02 2.07772168e-01 3.67610734e-03
3.17602048e-02 1.20071736e-02]
[ 3.69045989e-02 -8.90880498e-02 -2.11077980e-01 1.50635637e-01
-4.25947203e-02 8.42508856e-02 -4.70447437e-02 -1.98620730e-02
-9.05480132e-02 -5.32363654e-03]
[ -1.14013363e-01 -5.71392290e-02 -1.99608312e-01 1.65965720e-01
-2.25873143e-02 1.31162193e-01 -5.71524858e-03 -2.49568652e-01
7.77729089e-02 -1.88684161e-01]
[ -7.38921603e-02 -5.28960789e-02 2.73347134e-01 9.18981147e-02
1.37728641e-01 -5.90147543e-02 -1.09900863e-01 1.20142933e-01
6.74098494e-02 2.68868082e-02]
[ 5.67852729e-02 -2.57651572e-02 8.81470601e-02 8.87210163e-02
5.48300577e-02 -1.71782581e-02 2.28700788e-01 1.20570892e-01
-2.82594784e-02 -6.25936770e-02]
[ 1.73488789e-02 -1.32705345e-01 -2.87320928e-01 -3.82614391e-02
1.35838961e-01 -9.51212839e-02 1.42281485e-01 1.64553008e-01
1.18278646e-01 -1.79051609e-02]
[ 4.60930995e-02 -2.19714145e-02 -1.18066102e-01 3.94128575e-02
-8.03313818e-02 3.23369579e-01 2.70637218e-01 2.04605480e-01
-1.64363788e-01 -6.56963408e-02]
[ -3.60338757e-03 -2.69301129e-02 1.20151223e-01 9.74368058e-02
2.09690824e-02 1.07997691e-01 -1.09740308e-01 -4.22422412e-02
2.07042597e-01 6.96677521e-02]
[ 1.08460327e-01 7.33338745e-02 -4.63114983e-02 -1.01087863e-01
-8.99711986e-02 -3.29465135e-01 1.18162860e-01 8.47388644e-03
1.41031862e-01 8.74280232e-02]
[ -1.00837542e-01 -1.26349251e-02 -1.58350708e-02 2.18352858e-02
6.99506559e-03 -2.03577569e-01 -8.00672499e-02 -1.99661568e-02
1.55861406e-02 1.26780631e-01]
[ -1.47391000e-01 -9.09326637e-02 -1.98174248e-01 -5.47432538e-03
-2.74774376e-01 -4.01028234e-03 1.15899650e-02 -2.39050817e-02
1.61052874e-03 5.84917304e-02]
[ -3.03199509e-02 -9.75118986e-02 -7.47851542e-02 -1.26967448e-01
5.30705569e-01 2.75950194e-01 5.69495191e-01 1.13070910e-01
-1.81701656e-01 -3.77274244e-01]
[ -1.67013917e-02 -3.92933636e-01 -3.01862830e-02 -7.33649421e-02
6.60199794e-01 1.01017907e-01 5.27098452e-01 9.14262104e-02
2.94200489e-02 -3.84314968e-01]
[ 1.13582866e-02 -4.47821509e-01 -4.31401092e-02 -1.06887791e-01
6.74684730e-01 2.34139697e-02 4.95457578e-01 4.87375494e-02
-3.63398950e-01 -2.18498624e-01]
[ -1.68427417e-01 -5.91960427e-01 -8.62338598e-03 -2.00600527e-01
7.61098992e-01 -9.15703920e-02 6.19508026e-01 -8.26474256e-02
-6.56623398e-02 8.58668551e-02]
[ -2.92669066e-01 -4.05639819e-01 5.59485890e-02 -4.67577919e-02
9.14099726e-01 1.41937253e-01 4.23489853e-01 4.76957492e-02
-8.82533858e-02 -1.35716129e-01]
[ -2.05991538e-01 -3.07835927e-01 2.50892985e-01 -2.44798730e-01
6.68730786e-01 -4.39071475e-02 6.91648176e-01 1.29686288e-02
-2.58423131e-01 -2.98082510e-02]
[ -1.27094871e-01 -2.18965977e-01 -1.79559105e-01 -9.69640362e-02
4.77005964e-01 -2.31418674e-01 1.73117864e-01 1.69317189e-01
-5.91962149e-03 -1.14748437e-01]
[ 1.10045431e-01 2.40422610e-01 1.63514563e-01 -9.29704374e-02
-7.39770353e-02 5.05386008e-02 -1.47257566e-01 2.82919414e-01
7.39518761e-02 1.76651537e-01]
[ 3.45813107e-01 3.15197329e-01 -8.45384633e-02 3.08255223e-01
-8.70508089e-01 -2.86133557e-01 -4.70506977e-01 1.76978801e-01
3.78938193e-01 -3.75589521e-02]
[ 4.42402145e-02 1.28667705e-01 2.51748447e-01 2.45467826e-01
-4.65275134e-02 -1.94741211e-01 -1.70886988e-01 -1.33269316e-01
-1.42951595e-01 -2.93520589e-01]
[ 2.59845750e-02 -5.64572439e-02 -1.17228515e-01 -5.05674345e-02
2.27952216e-01 3.96004846e-02 -1.19871201e-02 -1.84320320e-01
3.67427675e-02 2.11262424e-01]
[ 4.01022301e-03 -4.37684287e-02 -6.56427516e-02 -4.70014957e-02
-3.49592002e-02 -1.78349112e-01 7.85567606e-02 1.03215400e-02
4.02538611e-02 9.12003680e-03]
[ 2.80415433e-02 7.05026070e-02 2.43819198e-01 7.26324935e-02
-2.24933464e-01 -1.34530872e-01 1.12457513e-01 3.94947171e-02
-1.86649380e-01 1.06107650e-01]
[ 7.59376371e-02 4.35909676e-02 1.09396526e-01 1.33875381e-02
-2.57428203e-01 6.69406057e-02 5.26903617e-02 -2.70409313e-01
-1.27235712e-02 -8.29446061e-02]
[ -1.09665522e-02 9.40827059e-02 8.47626844e-02 -2.98508675e-02
-4.23645634e-02 1.80617784e-01 9.72444254e-02 1.18466568e-01
-2.14742950e-02 1.72472012e-01]
[ 2.16807724e-01 5.84443295e-02 2.67599521e-02 7.51164776e-02
5.66948642e-02 -2.14813613e-02 -1.54194396e-01 1.47981406e-01
-5.90452068e-02 -2.56706413e-02]
[ 4.51582529e-02 1.88226213e-04 1.81762036e-02 4.53846484e-02
-4.22488405e-01 -1.24064017e-01 -2.12502877e-01 4.15269183e-02
1.22429996e-01 1.97044757e-01]
[ 4.79207904e-02 5.14976331e-01 1.23523568e-01 4.19542680e-01
-1.13014378e+00 -3.04743196e-01 -6.03300083e-01 -7.20345045e-02
2.90305916e-01 3.33317737e-01]
[ 1.77786106e-01 4.98273388e-01 6.57002829e-02 4.23875260e-01
-8.98183562e-01 -8.36675896e-02 -4.38582663e-01 1.51027448e-01
2.08315711e-01 4.82584573e-01]
[ 2.56533596e-01 3.08662362e-01 2.46790033e-01 1.48666086e-01
-4.28147552e-01 8.00840690e-02 -2.17390814e-01 1.62763830e-01
2.40126586e-01 7.89093274e-02]
[ -7.09291313e-02 2.26823254e-01 2.42792192e-01 2.07137670e-02
-4.99991011e-02 1.29526263e-01 -1.06708095e-01 -1.48424451e-02
-2.95343307e-02 5.44311663e-02]
[ -9.55064417e-02 1.61951436e-03 2.61719617e-02 9.77246274e-02
-6.35967813e-02 1.14661557e-01 2.46778543e-01 2.04955422e-02
-2.71391428e-01 -8.88857610e-02]
[ -2.24797530e-01 -3.76905820e-02 -9.52601726e-02 -3.50477055e-01
2.00598257e-01 1.21428064e-01 1.15644619e-01 1.02990846e-01
-2.12183009e-01 2.59588953e-02]
[ 1.11250730e-02 -3.87519769e-01 -1.27095295e-01 -1.60443430e-01
3.68831055e-01 2.56186354e-02 1.81935617e-01 1.52598533e-01
-1.64423695e-01 -2.20948072e-01]
[ 1.33250947e-01 -2.05193537e-01 -1.46000805e-01 -2.39326640e-03
5.59783410e-02 -5.56936221e-02 4.94542078e-02 -1.50916358e-01
1.30222219e-01 -1.28235782e-01]
[ -1.19508327e-01 8.06566649e-02 2.61833183e-01 -1.30107823e-02
1.65569017e-01 8.29460188e-02 3.87509859e-02 -2.97865156e-01
-1.15608885e-01 -6.18029142e-02]
[ -3.53473309e-01 2.92137487e-02 1.13560870e-02 -3.51910368e-02
1.74877114e-01 -1.70779438e-01 1.23935913e-02 2.34002472e-01
-9.35981322e-02 6.65633004e-02]
[ 1.43495764e-01 2.85014874e-02 -2.35769800e-01 -8.76465240e-02
1.21758601e-01 -2.95606177e-01 6.46588139e-02 -1.67947623e-01
-2.30429656e-03 -1.92825123e-01]
[ 2.10939499e-01 -1.77534264e-01 6.39018385e-02 -2.22768094e-02
8.92609521e-02 -3.50929657e-02 3.23793611e-02 -1.36682734e-01
1.13323727e-01 -1.80005318e-01]
[ -1.04338827e-01 -6.30758477e-02 1.21769179e-01 1.10476829e-01
4.11544740e-02 -1.13653484e-01 2.52424766e-01 -7.76830980e-02
1.84779141e-01 -2.93703112e-03]
[ -8.15110471e-03 -1.96204810e-01 1.98652203e-01 -2.53632240e-01
-1.98610419e-02 1.18007993e-01 7.96036808e-02 -1.17316503e-01
1.77092067e-02 2.15132934e-01]]
[[ 0.62191932]
[ 1.59365374]
[ 0.26274513]
[ 0.87246457]
[-2.67038977]
[-0.26420343]
[-1.60485507]
[ 0.06202964]
[ 0.69402652]
[ 0.88714403]]
Progress: 33.0% ... Training loss: 0.280 ... Validation loss: 0.454[[ 1.58947241e-01 2.04113540e-01 -1.06821550e-01 1.06572290e-01
-5.22466847e-01 -7.02882727e-02 -5.04554479e-02 1.21987221e-01
-6.25681878e-02 1.83604817e-01]
[ 1.58267756e-02 1.58064654e-01 -1.85916398e-02 4.74849014e-02
8.16270681e-02 -7.21674550e-03 3.06979111e-01 4.14632110e-02
1.43371427e-01 -2.54352177e-02]
[ 1.75369318e-01 6.46663020e-01 8.36589881e-03 -3.76331580e-02
4.65298067e-01 -2.12824090e-02 -7.21307266e-01 -4.04364538e-02
4.87911601e-02 2.68966304e-01]
[ 1.04616452e-02 -3.26531817e-01 -2.17348933e-01 9.84756910e-02
-2.32272431e-02 1.47409599e-01 1.52805024e-01 5.89743109e-02
6.84552187e-02 2.07516215e-01]
[ -1.59746367e-02 1.12438730e-01 -1.48144259e-01 4.24301397e-02
1.65207475e-02 -1.81242133e-01 6.98483797e-02 -1.18553533e-01
-1.91135653e-01 -2.85963506e-02]
[ -3.76229236e-01 -5.74884454e-01 -2.93499659e-01 1.64591892e-01
4.02893489e-02 4.01721581e-02 2.66656804e-01 -3.69549225e-02
-1.33748455e-02 -4.93981487e-03]
[ -7.77302779e-03 -2.17341956e-01 7.90196515e-03 8.47060029e-02
9.59508413e-03 -6.97715896e-02 1.87943849e-01 -1.90947942e-01
1.88124727e-01 2.53791833e-02]
[ 1.15834837e-01 -2.34003692e-01 3.63745777e-02 -6.29515019e-02
5.68123902e-02 -4.92857271e-02 6.80654406e-02 1.20536701e-01
8.55864663e-02 -1.73482996e-02]
[ -1.77943602e-01 -1.39380393e-01 -3.05391921e-01 -2.75763320e-02
1.37603023e-02 7.10798437e-02 -1.49272593e-01 -2.93192817e-02
2.57593263e-01 -1.37721279e-01]
[ 6.20745366e-02 -3.70175819e-01 9.32361318e-02 4.23093619e-02
-2.99804703e-02 -1.20080043e-01 1.65003190e-01 -1.02441638e-01
2.95307348e-02 1.15500727e-01]
[ -8.91927903e-02 -4.72087776e-02 -1.82514543e-03 -1.53634400e-01
1.64045806e-02 2.09953842e-02 1.83964836e-01 -1.03323608e-01
-2.00287313e-02 -1.34561141e-01]
[ -1.25176906e-01 -1.51971659e-01 -7.33184822e-02 -1.28394005e-02
4.00094241e-01 1.04106560e-01 1.11282688e-01 -1.69554001e-02
-1.78103929e-01 -2.23470203e-01]
[ -1.56972545e-01 4.36118012e-03 6.19163683e-02 2.17009197e-02
-1.72289853e-01 -2.19720223e-01 -1.77935935e-01 -1.97016874e-01
8.69521554e-02 1.74036760e-01]
[ -2.58609992e-01 -2.98179449e-01 1.04546118e-01 2.39975463e-01
-9.58461600e-02 -7.26040774e-02 3.81417845e-02 -2.58262118e-01
-2.46785869e-01 -5.36688089e-02]
[ 1.08765426e-01 -1.52083013e-01 -1.95440229e-02 1.24779718e-01
-3.94243540e-02 -8.91158221e-02 2.07495244e-01 3.70426977e-03
3.20467761e-02 1.23622777e-02]
[ 3.64365680e-02 -9.04162845e-02 -2.11250336e-01 1.50050392e-01
-4.09864051e-02 8.44156590e-02 -4.57771040e-02 -1.99045568e-02
-9.10026972e-02 -5.94315689e-03]
[ -1.15084870e-01 -5.97121668e-02 -2.00006190e-01 1.64686910e-01
-1.92334524e-02 1.31582144e-01 -3.12802269e-03 -2.49663807e-01
7.65608549e-02 -1.90193252e-01]
[ -7.41432301e-02 -5.35365474e-02 2.73245061e-01 9.15403752e-02
1.39079804e-01 -5.89082459e-02 -1.09174419e-01 1.20118027e-01
6.71007258e-02 2.65437396e-02]
[ 5.59333135e-02 -2.78805158e-02 8.77617005e-02 8.74119642e-02
5.85967120e-02 -1.67972222e-02 2.30806281e-01 1.20480275e-01
-2.92373834e-02 -6.38589142e-02]
[ 1.67221213e-02 -1.33885214e-01 -2.87594982e-01 -3.91792725e-02
1.38474821e-01 -9.48947873e-02 1.43321229e-01 1.64485650e-01
1.17612397e-01 -1.87225086e-02]
[ 4.72376806e-02 -1.88702719e-02 -1.17468628e-01 4.13221935e-02
-8.53593004e-02 3.22802365e-01 2.67718412e-01 2.04743088e-01
-1.62842535e-01 -6.38406883e-02]
[ -3.06986782e-03 -2.55571911e-02 1.20397595e-01 9.82858512e-02
1.84792276e-02 1.07739347e-01 -1.11174924e-01 -4.21835283e-02
2.07665086e-01 7.04749913e-02]
[ 1.08271236e-01 7.29191629e-02 -4.64174829e-02 -1.01318690e-01
-8.97994866e-02 -3.29389787e-01 1.18808634e-01 8.45383635e-03
1.41003231e-01 8.71609634e-02]
[ -1.01020294e-01 -1.30807504e-02 -1.59124795e-02 2.15772561e-02
7.73263413e-03 -2.03505652e-01 -7.96466237e-02 -1.99830060e-02
1.53813374e-02 1.26517731e-01]
[ -1.47602438e-01 -9.15178231e-02 -1.98265828e-01 -5.78679865e-03
-2.74077183e-01 -3.91738775e-03 1.20898409e-02 -2.39281413e-02
1.35125188e-03 5.81665239e-02]
[ -2.98718867e-02 -9.68582351e-02 -7.46067354e-02 -1.26306607e-01
5.28779893e-01 2.75766484e-01 5.68770207e-01 1.13117474e-01
-1.81169724e-01 -3.76653748e-01]
[ -1.67457059e-02 -3.93376790e-01 -3.02068749e-02 -7.33867343e-02
6.60439524e-01 1.01018510e-01 5.27514472e-01 9.14257526e-02
2.94404197e-02 -3.84372118e-01]
[ 1.12450846e-02 -4.48217803e-01 -4.31920809e-02 -1.07046172e-01
6.74932147e-01 2.34617970e-02 4.95901524e-01 4.87260243e-02
-3.63527196e-01 -2.18669362e-01]
[ -1.68324331e-01 -5.91779351e-01 -8.57760754e-03 -2.00446717e-01
7.60661760e-01 -9.16169280e-02 6.19380160e-01 -8.26381306e-02
-6.55441546e-02 8.60225363e-02]
[ -2.92732217e-01 -4.05950945e-01 5.59338040e-02 -4.68004928e-02
9.13961239e-01 1.41944943e-01 4.23856204e-01 4.76938594e-02
-8.82722427e-02 -1.35771887e-01]
[ -2.06286808e-01 -3.08580247e-01 2.50769630e-01 -2.45181816e-01
6.70011440e-01 -4.37878559e-02 6.92360210e-01 1.29396944e-02
-2.58748447e-01 -3.01864960e-02]
[ -1.27462833e-01 -2.19443563e-01 -1.79714321e-01 -9.74915169e-02
4.78643764e-01 -2.31262502e-01 1.73827241e-01 1.69279640e-01
-6.31491117e-03 -1.15260814e-01]
[ 1.10533383e-01 2.41912130e-01 1.63729252e-01 -9.22343960e-02
-7.61446395e-02 5.03180822e-02 -1.48821592e-01 2.82968690e-01
7.44652036e-02 1.77341262e-01]
[ 3.45866944e-01 3.15877757e-01 -8.44561910e-02 3.08378191e-01
-8.70852393e-01 -2.86202175e-01 -4.70869181e-01 1.76988174e-01
3.79186432e-01 -3.74506588e-02]
[ 4.48181643e-02 1.29715025e-01 2.52017259e-01 2.46308561e-01
-4.91855476e-02 -1.95002294e-01 -1.72151598e-01 -1.33207429e-01
-1.42247784e-01 -2.92666839e-01]
[ 2.59238132e-02 -5.66489549e-02 -1.17264915e-01 -5.06667596e-02
2.28231694e-01 3.96303122e-02 -1.18425554e-02 -1.84327709e-01
3.66693523e-02 2.11179435e-01]
[ 3.62223170e-03 -4.47712588e-02 -6.58091206e-02 -4.75431731e-02
-3.33352082e-02 -1.78177854e-01 7.95625236e-02 1.02820263e-02
3.98473277e-02 8.55272561e-03]
[ 2.79844462e-02 7.01830675e-02 2.43786371e-01 7.25114922e-02
-2.24586950e-01 -1.34492764e-01 1.12739712e-01 3.94855886e-02
-1.86743940e-01 1.06005418e-01]
[ 7.54486642e-02 4.24092629e-02 1.09186279e-01 1.26808464e-02
-2.55392994e-01 6.71501486e-02 5.39275980e-02 -2.70456107e-01
-1.32844731e-02 -8.36544852e-02]
[ -1.09112579e-02 9.40224275e-02 8.47682451e-02 -2.97801192e-02
-4.26336223e-02 1.80591905e-01 9.71412350e-02 1.18471204e-01
-2.14346734e-02 1.72532296e-01]
[ 2.16589836e-01 5.80562089e-02 2.66612720e-02 7.47784705e-02
5.76734937e-02 -2.13933642e-02 -1.53667436e-01 1.47959031e-01
-5.93162262e-02 -2.60281537e-02]
[ 4.52020006e-02 3.12666834e-04 1.81931027e-02 4.54426731e-02
-4.22684333e-01 -1.24083122e-01 -2.12620560e-01 4.15298238e-02
1.22474352e-01 1.97089689e-01]
[ 4.67482940e-02 5.12374757e-01 1.23115756e-01 4.18150247e-01
-1.12626695e+00 -3.04324474e-01 -6.00907800e-01 -7.21367260e-02
2.89137764e-01 3.31798961e-01]
[ 1.77476608e-01 4.97489631e-01 6.55762032e-02 4.23487574e-01
-8.97106341e-01 -8.35607621e-02 -4.37860977e-01 1.50997439e-01
2.07974302e-01 4.82137330e-01]
[ 2.56815006e-01 3.09600457e-01 2.46937696e-01 1.49211972e-01
-4.29903323e-01 7.99177203e-02 -2.18309324e-01 1.62801360e-01
2.40513696e-01 7.94510468e-02]
[ -7.10865408e-02 2.26475651e-01 2.42723213e-01 2.04966429e-02
-4.93571673e-02 1.29589766e-01 -1.06382834e-01 -1.48578163e-02
-2.97139621e-02 5.42056443e-02]
[ -9.58503089e-02 7.69701535e-04 2.60257357e-02 9.72613348e-02
-6.22234398e-02 1.14803416e-01 2.47633542e-01 2.04643430e-02
-2.71776940e-01 -8.93624455e-02]
[ -2.24606884e-01 -3.73175832e-02 -9.51651567e-02 -3.50150460e-01
1.99578518e-01 1.21327459e-01 1.15392609e-01 1.03014575e-01
-2.11938829e-01 2.62667211e-02]
[ 1.12219036e-02 -3.87433247e-01 -1.27048517e-01 -1.60286456e-01
3.68358461e-01 2.55709750e-02 1.81793529e-01 1.52609414e-01
-1.64304059e-01 -2.20825274e-01]
[ 1.32239981e-01 -2.07433695e-01 -1.46405206e-01 -3.61346592e-03
5.83844521e-02 -5.52842417e-02 5.19950467e-02 -1.51014429e-01
1.29120729e-01 -1.29742022e-01]
[ -1.18985113e-01 8.23784744e-02 2.62111719e-01 -1.21272713e-02
1.63167396e-01 8.26491963e-02 3.75006387e-02 -2.97800187e-01
-1.14924971e-01 -6.09874903e-02]
[ -3.53826816e-01 2.83503569e-02 1.12098961e-02 -3.56718518e-02
1.76370381e-01 -1.70646180e-01 1.30824976e-02 2.33966871e-01
-9.39912913e-02 6.60786239e-02]
[ 1.43581676e-01 2.78644306e-02 -2.35683132e-01 -8.73330418e-02
1.20943691e-01 -2.95726518e-01 6.50437801e-02 -1.67918807e-01
-2.05019179e-03 -1.92638921e-01]
[ 2.11436182e-01 -1.76211149e-01 6.41634798e-02 -2.13663353e-02
8.66499568e-02 -3.53776410e-02 3.10773097e-02 -1.36619936e-01
1.14012736e-01 -1.79187693e-01]
[ -1.04674898e-01 -6.42533874e-02 1.21634147e-01 1.10036816e-01
4.23429987e-02 -1.13545874e-01 2.53352477e-01 -7.77126863e-02
1.84498376e-01 -3.32458944e-03]
[ -9.29743189e-03 -1.98856935e-01 1.98155326e-01 -2.55326737e-01
-1.48670909e-02 1.18518748e-01 8.21751630e-02 -1.17438107e-01
1.64795200e-02 2.13535247e-01]]
[[ 0.61717893]
[ 1.58601138]
[ 0.25830029]
[ 0.8672032 ]
[-2.67328283]
[-0.26425523]
[-1.60706868]
[ 0.06073307]
[ 0.68909542]
[ 0.8809855 ]]
Progress: 33.0% ... Training loss: 0.281 ... Validation loss: 0.461[[ 1.61046447e-01 2.09195797e-01 -1.05864004e-01 1.09793089e-01
-5.32524396e-01 -7.12275366e-02 -5.57636137e-02 1.22203800e-01
-6.01141854e-02 1.86567049e-01]
[ 1.65374100e-02 1.59745217e-01 -1.83023688e-02 4.84932564e-02
7.88275743e-02 -7.53097930e-03 3.05023752e-01 4.15351033e-02
1.44176963e-01 -2.44767476e-02]
[ 1.74943552e-01 6.49220136e-01 8.12875685e-03 -3.88865070e-02
4.70171631e-01 -2.10236977e-02 -7.24002053e-01 -4.05104802e-02
4.79309487e-02 2.67991226e-01]
[ 1.18395984e-02 -3.25405782e-01 -2.16746221e-01 1.00744460e-01
-2.95679784e-02 1.46745419e-01 1.51988149e-01 5.91263905e-02
7.03836744e-02 2.09515551e-01]
[ -1.34386226e-02 1.18806200e-01 -1.47131967e-01 4.59186309e-02
5.38786856e-03 -1.82229490e-01 6.28721446e-02 -1.18316745e-01
-1.88487581e-01 -2.53862798e-02]
[ -3.76292231e-01 -5.75772486e-01 -2.93472989e-01 1.64889906e-01
3.82366411e-02 4.01376522e-02 2.67495411e-01 -3.69485569e-02
-1.33093704e-02 -4.92406504e-03]
[ -5.88589232e-03 -2.13877787e-01 8.68224759e-03 8.73816629e-02
2.01792394e-03 -7.05652359e-02 1.84494634e-01 -1.90752151e-01
1.90381194e-01 2.80150343e-02]
[ 1.16615277e-01 -2.32112063e-01 3.67384794e-02 -6.18549371e-02
5.34953734e-02 -4.96718365e-02 6.57171024e-02 1.20608697e-01
8.64470189e-02 -1.64868923e-02]
[ -1.76950751e-01 -1.37287505e-01 -3.04966561e-01 -2.61244248e-02
9.63985954e-03 7.06395812e-02 -1.51630344e-01 -2.92175870e-02
2.58811098e-01 -1.36237398e-01]
[ 6.36435831e-02 -3.65841812e-01 9.39448058e-02 4.47079200e-02
-3.74066007e-02 -1.20785387e-01 1.60686530e-01 -1.02282106e-01
3.13282567e-02 1.17599386e-01]
[ -8.91949673e-02 -4.79760328e-02 -1.75585344e-03 -1.53391957e-01
1.51602787e-02 2.09373024e-02 1.84615013e-01 -1.03309371e-01
-1.97497566e-02 -1.34484344e-01]
[ -1.23146345e-01 -1.48977758e-01 -7.25002345e-02 -9.95825594e-03
3.91697346e-01 1.03215462e-01 1.07632472e-01 -1.67533221e-02
-1.75780096e-01 -2.20648769e-01]
[ -1.56972545e-01 4.36118012e-03 6.19163683e-02 2.17009197e-02
-1.72289853e-01 -2.19720223e-01 -1.77935935e-01 -1.97016874e-01
8.69521554e-02 1.74036760e-01]
[ -2.58669237e-01 -2.98936125e-01 1.04572537e-01 2.40198046e-01
-9.77504791e-02 -7.26245179e-02 3.87956638e-02 -2.58257984e-01
-2.46756460e-01 -5.36711143e-02]
[ 1.08587201e-01 -1.52403480e-01 -1.96178169e-02 1.24577213e-01
-3.87036931e-02 -8.90454028e-02 2.07911807e-01 3.68675339e-03
3.18651629e-02 1.21263397e-02]
[ 3.73031300e-02 -8.95809901e-02 -2.10889565e-01 1.51317129e-01
-4.46466379e-02 8.40318659e-02 -4.68280327e-02 -1.98144810e-02
-8.99803542e-02 -4.78138312e-03]
[ -1.15006896e-01 -5.94583962e-02 -1.99965076e-01 1.64787542e-01
-1.94849623e-02 1.31546377e-01 -3.10863722e-03 -2.49656319e-01
7.67368075e-02 -1.90097838e-01]
[ -7.25621290e-02 -4.96223519e-02 2.73902654e-01 9.37600136e-02
1.32466003e-01 -5.95791127e-02 -1.13079343e-01 1.20283034e-01
6.88718226e-02 2.88052586e-02]
[ 5.49889195e-02 -3.01045294e-02 8.73657753e-02 8.60101209e-02
6.28889109e-02 -1.63721069e-02 2.32853403e-01 1.20379032e-01
-3.03287456e-02 -6.51435775e-02]
[ 1.79110947e-02 -1.31084876e-01 -2.87100744e-01 -3.74617209e-02
1.33396130e-01 -9.54513477e-02 1.40314996e-01 1.64603577e-01
1.18962941e-01 -1.71966497e-02]
[ 4.69265304e-02 -1.99005802e-02 -1.17599515e-01 4.08776006e-02
-8.41219764e-02 3.22942962e-01 2.68641097e-01 2.04711953e-01
-1.63213789e-01 -6.43124736e-02]
[ -2.25229782e-03 -2.34657717e-02 1.20768070e-01 9.94862951e-02
1.50397769e-02 1.07373057e-01 -1.13358475e-01 -4.21013381e-02
2.08600248e-01 7.15395923e-02]
[ 1.08762770e-01 7.40445952e-02 -4.62195662e-02 -1.00647773e-01
-9.18775898e-02 -3.29581863e-01 1.17627299e-01 8.50160232e-03
1.41605527e-01 8.78693874e-02]
[ -1.01089696e-01 -1.35356496e-02 -1.59251180e-02 2.15539707e-02
7.93558157e-03 -2.03508172e-01 -7.93812139e-02 -1.99850003e-02
1.53743854e-02 1.26500552e-01]
[ -1.47466306e-01 -9.11912545e-02 -1.98204894e-01 -5.59092983e-03
-2.74571534e-01 -3.97973004e-03 1.17750705e-02 -2.39149911e-02
1.51596040e-03 5.83576930e-02]
[ -2.98885157e-02 -9.69126350e-02 -7.46125191e-02 -1.26327664e-01
5.28816016e-01 2.75772907e-01 5.68825756e-01 1.13116124e-01
-1.81185586e-01 -3.76676316e-01]
[ -1.64222954e-02 -3.92825167e-01 -3.00612561e-02 -7.28851159e-02
6.59060812e-01 1.00865290e-01 5.26888405e-01 9.14601715e-02
2.98288045e-02 -3.83926635e-01]
[ 1.14992342e-02 -4.47905647e-01 -4.30789668e-02 -1.06622278e-01
6.73788993e-01 2.33332121e-02 4.95450484e-01 4.87549981e-02
-3.63194109e-01 -2.18266782e-01]
[ -1.68284704e-01 -5.91735487e-01 -8.57627315e-03 -2.00387156e-01
7.60594895e-01 -9.16338760e-02 6.19286725e-01 -8.26343592e-02
-6.54916744e-02 8.60813828e-02]
[ -2.92146632e-01 -4.05455950e-01 5.62047627e-02 -4.58573743e-02
9.11151942e-01 1.41665153e-01 4.23119049e-01 4.77602435e-02
-8.75131469e-02 -1.34911334e-01]
[ -2.06145864e-01 -3.08688618e-01 2.50846147e-01 -2.44924868e-01
6.69279280e-01 -4.38624931e-02 6.92588077e-01 1.29553061e-02
-2.58559795e-01 -2.99014002e-02]
[ -1.27103892e-01 -2.18921355e-01 -1.79573621e-01 -9.69444067e-02
4.77021983e-01 -2.31428380e-01 1.73115815e-01 1.69317728e-01
-5.88776985e-03 -1.14720558e-01]
[ 1.11103409e-01 2.43312620e-01 1.63982343e-01 -9.13877112e-02
-7.84128735e-02 5.00638733e-02 -1.50208774e-01 2.83028505e-01
7.51165184e-02 1.78126869e-01]
[ 3.45433342e-01 3.15101217e-01 -8.46213010e-02 3.07807110e-01
-8.69476238e-01 -2.86016354e-01 -4.69832990e-01 1.76946058e-01
3.78798382e-01 -3.80606074e-02]
[ 4.50014670e-02 1.29971855e-01 2.52100343e-01 2.46572919e-01
-5.00332921e-02 -1.95087887e-01 -1.72468998e-01 -1.33188573e-01
-1.42022697e-01 -2.92409904e-01]
[ 2.60863252e-02 -5.62245704e-02 -1.17178205e-01 -5.04137868e-02
2.27540897e-01 3.95523965e-02 -1.22956811e-02 -1.84311888e-01
3.68836377e-02 2.11341842e-01]
[ 3.40341976e-03 -4.52865640e-02 -6.59058456e-02 -4.78733158e-02
-3.24511122e-02 -1.78066862e-01 8.00540531e-02 1.02585995e-02
3.96026193e-02 8.21961243e-03]
[ 2.83419179e-02 7.09388528e-02 2.43927702e-01 7.30075036e-02
-2.25831761e-01 -1.34648711e-01 1.11835805e-01 3.95214357e-02
-1.86352211e-01 1.06520355e-01]
[ 7.53817840e-02 4.20108574e-02 1.09160466e-01 1.25922849e-02
-2.54786577e-01 6.71776798e-02 5.43808460e-02 -2.70461217e-01
-1.33579036e-02 -8.37525977e-02]
[ -1.03504120e-02 9.52826011e-02 8.50316732e-02 -2.89202297e-02
-4.52994519e-02 1.80325041e-01 9.56604899e-02 1.18532643e-01
-2.07230685e-02 1.73313635e-01]
[ 2.17205231e-01 5.95833129e-02 2.69189931e-02 7.55982383e-02
5.51986023e-02 -2.16401095e-02 -1.55257138e-01 1.48017365e-01
-5.86519504e-02 -2.51916370e-02]
[ 4.53815007e-02 7.51590475e-04 1.82722672e-02 4.57077894e-02
-4.23491743e-01 -1.24158926e-01 -2.13071032e-01 4.15477843e-02
1.22684786e-01 1.97288065e-01]
[ 4.65845498e-02 5.12725837e-01 1.23042498e-01 4.17650572e-01
-1.12473545e+00 -3.04258304e-01 -6.01490921e-01 -7.21668701e-02
2.88848973e-01 3.31568033e-01]
[ 1.77209285e-01 4.96805197e-01 6.54335017e-02 4.23328168e-01
-8.97943622e-01 -8.34459396e-02 -4.36744593e-01 1.50975220e-01
2.07665199e-01 4.81688400e-01]
[ 2.57336917e-01 3.10724696e-01 2.47150352e-01 1.49966901e-01
-4.32196159e-01 7.97050925e-02 -2.19611949e-01 1.62849309e-01
2.41113584e-01 8.01918695e-02]
[ -7.12206328e-02 2.26174058e-01 2.42675987e-01 2.03039312e-02
-4.88182659e-02 1.29645725e-01 -1.06046495e-01 -1.48669346e-02
-2.98643381e-02 5.40071124e-02]
[ -9.58558079e-02 8.06428911e-04 2.60234235e-02 9.72560629e-02
-6.21923364e-02 1.14806356e-01 2.47601366e-01 2.04639111e-02
-2.71784168e-01 -8.93690252e-02]
[ -2.24363170e-01 -3.69526600e-02 -9.50643219e-02 -3.49802474e-01
1.98642129e-01 1.21220748e-01 1.14952543e-01 1.03038979e-01
-2.11660896e-01 2.66158691e-02]
[ 1.10285802e-02 -3.87899050e-01 -1.27119639e-01 -1.60536372e-01
3.69105034e-01 2.56472675e-02 1.82319365e-01 1.52591506e-01
-1.64521575e-01 -2.21098575e-01]
[ 1.31921271e-01 -2.08572438e-01 -1.46521448e-01 -3.87701373e-03
5.91403496e-02 -5.51534019e-02 5.31550262e-02 -1.51043472e-01
1.28953946e-01 -1.30219613e-01]
[ -1.17433478e-01 8.58344182e-02 2.62797348e-01 -9.86536624e-03
1.56933165e-01 8.19373497e-02 3.39022446e-02 -2.97635467e-01
-1.13176841e-01 -5.89570834e-02]
[ -3.53271847e-01 2.91465724e-02 1.14504394e-02 -3.47885826e-02
1.73750239e-01 -1.70904310e-01 1.18519824e-02 2.34022299e-01
-9.33062855e-02 6.69572584e-02]
[ 1.43793670e-01 2.76687465e-02 -2.35599999e-01 -8.69843059e-02
1.20008653e-01 -2.95832196e-01 6.52406723e-02 -1.67895145e-01
-1.77939825e-03 -1.92399880e-01]
[ 2.11572306e-01 -1.76137174e-01 6.41963697e-02 -2.11907522e-02
8.60711144e-02 -3.54283962e-02 3.10336823e-02 -1.36604137e-01
1.14221054e-01 -1.79023368e-01]
[ -1.03922434e-01 -6.25940207e-02 1.21954148e-01 1.11089173e-01
3.89380928e-02 -1.13885994e-01 2.51599772e-01 -7.76348482e-02
1.85312065e-01 -2.27073527e-03]
[ -8.58847735e-03 -1.96947356e-01 1.98505587e-01 -2.54262894e-01
-1.89171561e-02 1.18199914e-01 8.01268354e-02 -1.17370666e-01
1.73206978e-02 2.14643466e-01]]
[[ 0.62866245]
[ 1.59626904]
[ 0.27067884]
[ 0.8804927 ]
[-2.6577247 ]
[-0.25200849]
[-1.5913847 ]
[ 0.07300137]
[ 0.7017862 ]
[ 0.89401481]]
Progress: 33.0% ... Training loss: 0.282 ... Validation loss: 0.463[[ 1.59742472e-01 2.06199938e-01 -1.06466115e-01 1.07534935e-01
-5.25709908e-01 -7.06063782e-02 -5.27739054e-02 1.22031815e-01
-6.17128934e-02 1.84625952e-01]
[ 1.64159193e-02 1.59221861e-01 -1.83281998e-02 4.83906446e-02
7.91949777e-02 -7.48760993e-03 3.05361409e-01 4.15279423e-02
1.44111132e-01 -2.45529800e-02]
[ 1.73174468e-01 6.44613038e-01 7.07641446e-03 -4.25259433e-02
4.83228207e-01 -2.00289208e-02 -7.20108939e-01 -4.08011013e-02
4.51146630e-02 2.64537064e-01]
[ 1.30654830e-02 -3.23856475e-01 -2.16176761e-01 1.02776375e-01
-3.47556873e-02 1.46179985e-01 1.50730994e-01 5.92814565e-02
7.20489680e-02 2.11571292e-01]
[ -1.14242460e-02 1.24248656e-01 -1.46435089e-01 4.80908605e-02
-9.63893358e-04 -1.82909147e-01 5.69768746e-02 -1.18115140e-01
-1.86686562e-01 -2.28977580e-02]
[ -3.77045336e-01 -5.77272013e-01 -2.93691821e-01 1.64170784e-01
3.89614227e-02 4.03550151e-02 2.69311060e-01 -3.70068414e-02
-1.38562318e-02 -5.67551280e-03]
[ -5.85775159e-03 -2.14472588e-01 8.70460172e-03 8.72812753e-02
2.45342938e-03 -7.05239756e-02 1.84763758e-01 -1.90754957e-01
1.90409199e-01 2.79874777e-02]
[ 1.14864780e-01 -2.36764811e-01 3.59073221e-02 -6.45979005e-02
6.13818490e-02 -4.88999909e-02 7.01817252e-02 1.20379923e-01
8.43066955e-02 -1.91462478e-02]
[ -1.78124899e-01 -1.40144271e-01 -3.05455220e-01 -2.77644220e-02
1.32989958e-02 7.10964733e-02 -1.48637007e-01 -2.93508596e-02
2.57595211e-01 -1.37957575e-01]
[ 5.99194586e-02 -3.74876230e-01 9.23464634e-02 3.92928291e-02
-2.39883915e-02 -1.19241233e-01 1.69753146e-01 -1.02721112e-01
2.72180168e-02 1.12295170e-01]
[ -8.99793955e-02 -5.00686204e-02 -2.04153064e-03 -1.54397173e-01
1.76479967e-02 2.12208888e-02 1.86848091e-01 -1.03392888e-01
-2.04847004e-02 -1.35532561e-01]
[ -1.22287402e-01 -1.47454594e-01 -7.21325088e-02 -8.74041911e-03
3.88497317e-01 1.02875083e-01 1.05875512e-01 -1.66539358e-02
-1.74809979e-01 -2.19454873e-01]
[ -1.56972545e-01 4.36118012e-03 6.19163683e-02 2.17009197e-02
-1.72289853e-01 -2.19720223e-01 -1.77935935e-01 -1.97016874e-01
8.69521554e-02 1.74036760e-01]
[ -2.58179089e-01 -2.98423454e-01 1.04866364e-01 2.41068932e-01
-1.00414639e-01 -7.28771423e-02 3.81019248e-02 -2.58179274e-01
-2.46000222e-01 -5.27672849e-02]
[ 1.07610858e-01 -1.53816688e-01 -2.00223910e-02 1.23311797e-01
-3.57024341e-02 -8.86641390e-02 2.09754139e-01 3.57577062e-03
3.08312452e-02 1.07856525e-02]
[ 3.73293906e-02 -8.93306079e-02 -2.10871275e-01 1.51303238e-01
-4.48259225e-02 8.40347442e-02 -4.71780082e-02 -1.98133720e-02
-8.99458372e-02 -4.69134240e-03]
[ -1.14684403e-01 -5.92198004e-02 -1.99830981e-01 1.65258976e-01
-2.07573899e-02 1.31419765e-01 -3.53456962e-03 -2.49618154e-01
7.71112478e-02 -1.89637493e-01]
[ -7.34051346e-02 -5.16719716e-02 2.73570883e-01 9.25595714e-02
1.35985859e-01 -5.92356579e-02 -1.11005062e-01 1.20183534e-01
6.79592678e-02 2.76138866e-02]
[ 5.48830003e-02 -3.04679643e-02 8.72913591e-02 8.57485819e-02
6.33596610e-02 -1.62969562e-02 2.33318907e-01 1.20362097e-01
-3.05111100e-02 -6.53878519e-02]
[ 1.77081732e-02 -1.31759024e-01 -2.87201400e-01 -3.77971031e-02
1.34289170e-01 -9.53707314e-02 1.40703997e-01 1.64575576e-01
1.18696890e-01 -1.75150115e-02]
[ 4.58782108e-02 -2.26863345e-02 -1.18101344e-01 3.92133366e-02
-7.92415149e-02 3.23420576e-01 2.71394485e-01 2.04573815e-01
-1.64507563e-01 -6.59554782e-02]
[ -2.76638389e-03 -2.47141081e-02 1.20547753e-01 9.87533829e-02
1.71574392e-02 1.07576694e-01 -1.12102421e-01 -4.21621884e-02
2.08023320e-01 7.08306291e-02]
[ 1.08065585e-01 7.24234150e-02 -4.65067569e-02 -1.01621446e-01
-8.88024170e-02 -3.29308658e-01 1.19344001e-01 8.42242659e-03
1.40878179e-01 8.68618528e-02]
[ -1.00579971e-01 -1.23850738e-02 -1.56983864e-02 2.23020345e-02
5.66557602e-03 -2.03713360e-01 -8.06455864e-02 -1.99236435e-02
1.59717656e-02 1.27242520e-01]
[ -1.48076760e-01 -9.27916397e-02 -1.98473377e-01 -6.43626344e-03
-2.73437959e-01 -3.74576532e-03 1.35545602e-02 -2.39838871e-02
8.71255436e-04 5.74571720e-02]
[ -2.98503166e-02 -9.70118126e-02 -7.45959677e-02 -1.26255160e-01
5.28559543e-01 2.75753014e-01 5.68974845e-01 1.13121258e-01
-1.81135411e-01 -3.76647570e-01]
[ -1.61868580e-02 -3.92299699e-01 -2.99597895e-02 -7.25458482e-02
6.58416138e-01 1.00768529e-01 5.26309601e-01 9.14874135e-02
3.00924966e-02 -3.83584098e-01]
[ 1.15570128e-02 -4.48041588e-01 -4.30504620e-02 -1.06517279e-01
6.73524279e-01 2.33025863e-02 4.95560965e-01 4.87641188e-02
-3.63101365e-01 -2.18174486e-01]
[ -1.68740794e-01 -5.93103718e-01 -8.76938719e-03 -2.01019324e-01
7.62167691e-01 -9.14490133e-02 6.20753299e-01 -8.26860357e-02
-6.59865985e-02 8.55590918e-02]
[ -2.91921881e-01 -4.05269347e-01 5.63515999e-02 -4.53966861e-02
9.09711954e-01 1.41530249e-01 4.22799600e-01 4.77998338e-02
-8.71367692e-02 -1.34445252e-01]
[ -2.05975223e-01 -3.08551790e-01 2.50946869e-01 -2.44595370e-01
6.68289824e-01 -4.39568395e-02 6.92406760e-01 1.29823513e-02
-2.58307206e-01 -2.95968741e-02]
[ -1.27127308e-01 -2.19031472e-01 -1.79574650e-01 -9.69611157e-02
4.76965681e-01 -2.31414220e-01 1.73263590e-01 1.69315892e-01
-5.90276652e-03 -1.14769409e-01]
[ 1.10841220e-01 2.43007037e-01 1.63875846e-01 -9.17728278e-02
-7.76315958e-02 5.01623110e-02 -1.49735644e-01 2.82996788e-01
7.48246413e-02 1.77800749e-01]
[ 3.44724045e-01 3.13510022e-01 -8.49505973e-02 3.06693791e-01
-8.66295706e-01 -2.85683662e-01 -4.68040925e-01 1.76853091e-01
3.77989283e-01 -3.91612244e-02]
[ 4.50855048e-02 1.30176453e-01 2.52135589e-01 2.46664140e-01
-5.03780503e-02 -1.95122772e-01 -1.72704443e-01 -1.33178609e-01
-1.41935508e-01 -2.92278084e-01]
[ 2.58382746e-02 -5.68616765e-02 -1.17283379e-01 -5.07584351e-02
2.28567324e-01 3.96484136e-02 -1.16735863e-02 -1.84337722e-01
3.66146879e-02 2.10993748e-01]
[ 2.80217050e-03 -4.68100832e-02 -6.61598660e-02 -4.87218950e-02
-2.99156521e-02 -1.77828362e-01 8.15517518e-02 1.01878542e-02
3.89906959e-02 7.34945686e-03]
[ 2.80288960e-02 7.04409873e-02 2.43795887e-01 7.25604361e-02
-2.24684481e-01 -1.34529863e-01 1.12323357e-01 3.94842814e-02
-1.86683856e-01 1.06077416e-01]
[ 7.48000999e-02 4.06644461e-02 1.08877974e-01 1.16410524e-02
-2.52174496e-01 6.74357026e-02 5.57794137e-02 -2.70534213e-01
-1.41120796e-02 -8.47145168e-02]
[ -9.85840069e-03 9.59603722e-02 8.52776993e-02 -2.81444571e-02
-4.71119985e-02 1.80119818e-01 9.47134287e-02 1.18597199e-01
-2.01097473e-02 1.74070351e-01]
[ 2.16894293e-01 5.89416456e-02 2.67546912e-02 7.50489048e-02
5.65933938e-02 -2.14955418e-02 -1.54625336e-01 1.47971265e-01
-5.90873805e-02 -2.57407639e-02]
[ 4.52699436e-02 5.32434035e-04 1.82192594e-02 4.55425764e-02
-4.23065131e-01 -1.24120723e-01 -2.12887956e-01 4.15335149e-02
1.22550994e-01 1.97112506e-01]
[ 4.61864110e-02 5.11675409e-01 1.22867640e-01 4.17105076e-01
-1.12449342e+00 -3.04090426e-01 -6.00281429e-01 -7.22119724e-02
2.88430911e-01 3.30997440e-01]
[ 1.77601029e-01 4.97807267e-01 6.56014210e-02 4.23835819e-01
-8.99372773e-01 -8.35772218e-02 -4.37835436e-01 1.51016262e-01
2.08081805e-01 4.82219031e-01]
[ 2.56928254e-01 3.09924772e-01 2.46980746e-01 1.49371654e-01
-4.30835004e-01 7.98807623e-02 -2.18817764e-01 1.62798251e-01
2.40661917e-01 7.95705081e-02]
[ -7.15360997e-02 2.25704574e-01 2.42545937e-01 1.98686610e-02
-4.76525606e-02 1.29772475e-01 -1.05487536e-01 -1.49018159e-02
-3.02174765e-02 5.35855240e-02]
[ -9.62443572e-02 -1.70201272e-04 2.58605457e-02 9.67114286e-02
-6.05389309e-02 1.14962307e-01 2.48585961e-01 2.04188427e-02
-2.72212229e-01 -8.99267849e-02]
[ -2.24381306e-01 -3.69999059e-02 -9.50768026e-02 -3.49831289e-01
1.98623512e-01 1.21230276e-01 1.14906825e-01 1.03036796e-01
-2.11675166e-01 2.65907178e-02]
[ 1.08308171e-02 -3.88416547e-01 -1.27208584e-01 -1.60817594e-01
3.69968063e-01 2.57224619e-02 1.82753599e-01 1.52568262e-01
-1.64737322e-01 -2.21368336e-01]
[ 1.30504499e-01 -2.11753302e-01 -1.47146727e-01 -5.82272401e-03
6.40986841e-02 -5.45610175e-02 5.66955625e-02 -1.51216861e-01
1.27417225e-01 -1.32344120e-01]
[ -1.17541174e-01 8.54180922e-02 2.62765891e-01 -1.00964629e-02
1.57919766e-01 8.20003154e-02 3.41290864e-02 -2.97647604e-01
-1.13263342e-01 -5.90851762e-02]
[ -3.53369298e-01 2.85135766e-02 1.14854976e-02 -3.47150009e-02
1.73437638e-01 -1.70933922e-01 1.23629441e-02 2.34029840e-01
-9.32457150e-02 6.70522693e-02]
[ 1.43806924e-01 2.73921342e-02 -2.35583429e-01 -8.69395750e-02
1.19787661e-01 -2.95837553e-01 6.52524769e-02 -1.67886352e-01
-1.73701840e-03 -1.92378645e-01]
[ 2.10144232e-01 -1.79651502e-01 6.35253712e-02 -2.33868525e-02
9.17627586e-02 -3.48149632e-02 3.46361884e-02 -1.36787277e-01
1.12541506e-01 -1.81216499e-01]
[ -1.03337555e-01 -6.14977742e-02 1.22221166e-01 1.11860699e-01
3.69433054e-02 -1.14115367e-01 2.50376618e-01 -7.75656226e-02
1.85998980e-01 -1.44567705e-03]
[ -9.78622652e-03 -1.99626318e-01 1.97998382e-01 -2.55982295e-01
-1.53194566e-02 1.18682834e-01 8.30000715e-02 -1.17510694e-01
1.59585339e-02 2.12989356e-01]]
[[ 0.61354703]
[ 1.58604868]
[ 0.25805828]
[ 0.86908873]
[-2.66777164]
[-0.26247311]
[-1.60161303]
[ 0.06126663]
[ 0.68700342]
[ 0.88056457]]
Progress: 33.1% ... Training loss: 0.282 ... Validation loss: 0.465[[ 1.60464268e-01 2.08048205e-01 -1.06082481e-01 1.08598738e-01
-5.29048170e-01 -7.09171384e-02 -5.48582108e-02 1.22129563e-01
-6.08797568e-02 1.85845824e-01]
[ 1.62612228e-02 1.58842673e-01 -1.83866593e-02 4.81726767e-02
7.97868177e-02 -7.42154196e-03 3.05689288e-01 4.15126596e-02
1.43938910e-01 -2.47587095e-02]
[ 1.75224363e-01 6.49151268e-01 7.94548567e-03 -3.99610002e-02
4.76918244e-01 -2.08296569e-02 -7.24853676e-01 -4.06067977e-02
4.74003716e-02 2.67378301e-01]
[ 1.23789349e-02 -3.26270676e-01 -2.16415558e-01 1.02155271e-01
-3.15203589e-02 1.46405639e-01 1.52269881e-01 5.92079601e-02
7.12310113e-02 2.10761544e-01]
[ -1.47219134e-02 1.17124489e-01 -1.47772482e-01 4.34449496e-02
1.22188754e-02 -1.81437552e-01 6.49362198e-02 -1.18436669e-01
-1.90123030e-01 -2.76812567e-02]
[ -3.76832313e-01 -5.77223845e-01 -2.93598909e-01 1.64573621e-01
3.69750395e-02 4.02714476e-02 2.69515031e-01 -3.69789253e-02
-1.36721166e-02 -5.53641650e-03]
[ -4.82296555e-03 -2.11793810e-01 9.20873303e-03 8.88103390e-02
-1.04057988e-03 -7.09786383e-02 1.81402370e-01 -1.90631529e-01
1.91644660e-01 2.96726101e-02]
[ 1.15307932e-01 -2.35769666e-01 3.60961700e-02 -6.40265101e-02
5.93172606e-02 -4.90633336e-02 6.94273256e-02 1.20419224e-01
8.47805744e-02 -1.86211427e-02]
[ -1.78242398e-01 -1.40512244e-01 -3.05519445e-01 -2.79434382e-02
1.34415618e-02 7.11432447e-02 -1.48213554e-01 -2.93645592e-02
2.57432387e-01 -1.38206242e-01]
[ 6.14715463e-02 -3.70401526e-01 9.30663660e-02 4.14964537e-02
-3.14120882e-02 -1.19894534e-01 1.65471329e-01 -1.02549876e-01
2.89192365e-02 1.14401023e-01]
[ -8.96922196e-02 -5.02236602e-02 -1.93372658e-03 -1.54003595e-01
1.66897875e-02 2.10958212e-02 1.86677239e-01 -1.03362221e-01
-2.01344734e-02 -1.35121463e-01]
[ -1.22553203e-01 -1.48420140e-01 -7.22385500e-02 -9.01334647e-03
3.89476809e-01 1.02998649e-01 1.06839818e-01 -1.66788938e-02
-1.75130795e-01 -2.19871158e-01]
[ -1.56972545e-01 4.36118012e-03 6.19163683e-02 2.17009197e-02
-1.72289853e-01 -2.19720223e-01 -1.77935935e-01 -1.97016874e-01
8.69521554e-02 1.74036760e-01]
[ -2.58619504e-01 -2.99536361e-01 1.04673443e-01 2.40490972e-01
-1.00019051e-01 -7.27083499e-02 3.93509204e-02 -2.58220241e-01
-2.46541837e-01 -5.34710923e-02]
[ 1.07588582e-01 -1.54075587e-01 -2.00246429e-02 1.23349479e-01
-3.56197757e-02 -8.86324948e-02 2.10173681e-01 3.57553314e-03
3.08134626e-02 1.06894777e-02]
[ 3.82932305e-02 -8.68996253e-02 -2.10440832e-01 1.52675754e-01
-4.83493774e-02 8.36391325e-02 -4.95376950e-02 -1.97114363e-02
-8.87882875e-02 -3.25845833e-03]
[ -1.15206404e-01 -6.03397983e-02 -2.00047596e-01 1.64551371e-01
-1.84837701e-02 1.31635546e-01 -2.50368038e-03 -2.49667278e-01
7.65470644e-02 -1.90340875e-01]
[ -7.30990577e-02 -5.10127803e-02 2.73726580e-01 9.30054907e-02
1.34460264e-01 -5.93734790e-02 -1.11830021e-01 1.20218709e-01
6.83462195e-02 2.80543874e-02]
[ 5.58059175e-02 -2.83394196e-02 8.77005624e-02 8.70724648e-02
5.99392618e-02 -1.67080993e-02 2.30848136e-01 1.20464611e-01
-2.95221103e-02 -6.39808365e-02]
[ 1.79122599e-02 -1.31398649e-01 -2.87122064e-01 -3.75469525e-02
1.33407248e-01 -9.54362859e-02 1.40323381e-01 1.64591575e-01
1.18897926e-01 -1.73028277e-02]
[ 4.58665767e-02 -2.28040069e-02 -1.18120173e-01 3.91109006e-02
-7.90906248e-02 3.23451450e-01 2.71549763e-01 2.04564814e-01
-1.64570037e-01 -6.60296774e-02]
[ -2.81476266e-03 -2.47208375e-02 1.20559119e-01 9.87410494e-02
1.72288038e-02 1.07581648e-01 -1.11950027e-01 -4.21613067e-02
2.08018573e-01 7.07846500e-02]
[ 1.08507424e-01 7.31549374e-02 -4.63415758e-02 -1.00994639e-01
-9.05900867e-02 -3.29497066e-01 1.18436556e-01 8.46484680e-03
1.41347083e-01 8.74347265e-02]
[ -1.00545933e-01 -1.23448939e-02 -1.56821260e-02 2.23498446e-02
5.52015378e-03 -2.03729971e-01 -8.07200331e-02 -1.99199424e-02
1.60015206e-02 1.27294004e-01]
[ -1.48331392e-01 -9.31721116e-02 -1.98588581e-01 -6.81642164e-03
-2.72530032e-01 -3.63746090e-03 1.40770214e-02 -2.40102388e-02
5.59493134e-04 5.70644381e-02]
[ -3.03368734e-02 -9.84551115e-02 -7.47923678e-02 -1.26947223e-01
5.30680066e-01 2.75973253e-01 5.70245160e-01 1.13075588e-01
-1.81671623e-01 -3.77302899e-01]
[ -1.60312770e-02 -3.92123616e-01 -2.99086831e-02 -7.23209658e-02
6.57768572e-01 1.00700430e-01 5.26072667e-01 9.15032148e-02
3.02625881e-02 -3.83385804e-01]
[ 1.15585642e-02 -4.48575369e-01 -4.30349065e-02 -1.06475948e-01
6.73304996e-01 2.32760716e-02 4.95914890e-01 4.87701109e-02
-3.63066234e-01 -2.18131960e-01]
[ -1.68650280e-01 -5.93065232e-01 -8.73183035e-03 -2.00888325e-01
7.61861269e-01 -9.14900979e-02 6.20587838e-01 -8.26767427e-02
-6.58924553e-02 8.56670355e-02]
[ -2.91813564e-01 -4.05148193e-01 5.63962780e-02 -4.52439502e-02
9.09264054e-01 1.41484076e-01 4.22619910e-01 4.78109708e-02
-8.70110893e-02 -1.34286620e-01]
[ -2.06132807e-01 -3.08911015e-01 2.50889921e-01 -2.44814352e-01
6.68911299e-01 -4.38921358e-02 6.92729888e-01 1.29676059e-02
-2.58472792e-01 -2.98016940e-02]
[ -1.27107474e-01 -2.19002219e-01 -1.79556359e-01 -9.69114835e-02
4.76736569e-01 -2.31423696e-01 1.73306583e-01 1.69317562e-01
-5.84954089e-03 -1.14726370e-01]
[ 1.10522683e-01 2.42740675e-01 1.63732510e-01 -9.22370103e-02
-7.67923440e-02 5.03019734e-02 -1.49184218e-01 2.82961189e-01
7.44452651e-02 1.77291856e-01]
[ 3.45946277e-01 3.16611721e-01 -8.43854383e-02 3.08492691e-01
-8.70417703e-01 -2.86222956e-01 -4.71450609e-01 1.76986909e-01
3.79356325e-01 -3.72240823e-02]
[ 4.53036656e-02 1.30467739e-01 2.52232110e-01 2.46974556e-01
-5.12099544e-02 -1.95216656e-01 -1.73123513e-01 -1.33156005e-01
-1.41696010e-01 -2.91982897e-01]
[ 2.53725624e-02 -5.79231746e-02 -1.17492652e-01 -5.14932846e-02
2.30454596e-01 3.98641178e-02 -1.05303324e-02 -1.84388800e-01
3.60450385e-02 2.10269914e-01]
[ 2.86425215e-03 -4.67325845e-02 -6.61425964e-02 -4.86367450e-02
-3.02059178e-02 -1.77862833e-01 8.14150373e-02 1.01931512e-02
3.90363726e-02 7.41829711e-03]
[ 2.77984758e-02 6.99546607e-02 2.43697541e-01 7.22270126e-02
-2.23681482e-01 -1.34440738e-01 1.12870902e-01 3.94611999e-02
-1.86944739e-01 1.05731555e-01]
[ 7.47681466e-02 4.05787225e-02 1.08866139e-01 1.15956094e-02
-2.52034194e-01 6.74471807e-02 5.58632040e-02 -2.70536865e-01
-1.41476188e-02 -8.47564398e-02]
[ -9.30691756e-03 9.74561612e-02 8.54977303e-02 -2.74015466e-02
-4.92611179e-02 1.79893855e-01 9.32324290e-02 1.18649195e-01
-1.95561732e-02 1.74784581e-01]
[ 2.16897971e-01 5.89842798e-02 2.67582172e-02 7.50554249e-02
5.66570905e-02 -2.14992532e-02 -1.54593066e-01 1.47972397e-01
-5.90758960e-02 -2.57272815e-02]
[ 4.55324843e-02 1.11110952e-03 1.83288861e-02 4.59015491e-02
-4.24116893e-01 -1.24223597e-01 -2.13413229e-01 4.15577699e-02
1.22830191e-01 1.97467265e-01]
[ 4.54882103e-02 5.09960012e-01 1.22549714e-01 4.16185634e-01
-1.12267914e+00 -3.03774384e-01 -5.98403939e-01 -7.22799329e-02
2.87597415e-01 3.29948637e-01]
[ 1.78803593e-01 5.00507562e-01 6.61323548e-02 4.25508376e-01
-9.04232059e-01 -8.40586385e-02 -4.40328212e-01 1.51143038e-01
2.09482641e-01 4.83850561e-01]
[ 2.56565584e-01 3.09454327e-01 2.46849999e-01 1.48946246e-01
-4.29605076e-01 8.00208380e-02 -2.18240587e-01 1.62765528e-01
2.40343808e-01 7.91092607e-02]
[ -7.15548981e-02 2.25786813e-01 2.42529933e-01 1.98065883e-02
-4.76199616e-02 1.29792817e-01 -1.05531246e-01 -1.49055512e-02
-3.02702922e-02 5.35070001e-02]
[ -9.63732026e-02 -4.86672218e-04 2.58074868e-02 9.65289303e-02
-6.00732342e-02 1.15016095e-01 2.48924299e-01 2.04059542e-02
-2.72356662e-01 -9.01133358e-02]
[ -2.23885173e-01 -3.57824450e-02 -9.48659970e-02 -3.49119498e-01
1.96481596e-01 1.21012430e-01 1.13588070e-01 1.03085961e-01
-2.11104505e-01 2.72733823e-02]
[ 1.09088887e-02 -3.88276455e-01 -1.27174106e-01 -1.60701752e-01
3.69644157e-01 2.56873063e-02 1.82532653e-01 1.52576403e-01
-1.64656834e-01 -2.21260157e-01]
[ 1.30817821e-01 -2.11232570e-01 -1.47015389e-01 -5.35751349e-03
6.26931914e-02 -5.47012049e-02 5.62933192e-02 -1.51183878e-01
1.27761775e-01 -1.31979090e-01]
[ -1.17940030e-01 8.44481705e-02 2.62601274e-01 -1.06160115e-02
1.59538749e-01 8.21955824e-02 3.51191044e-02 -2.97688732e-01
-1.13744516e-01 -5.96744752e-02]
[ -3.52497068e-01 3.02125718e-02 1.18653664e-02 -3.34327783e-02
1.69579596e-01 -1.71297320e-01 1.05629406e-02 2.34118257e-01
-9.22743688e-02 6.82575877e-02]
[ 1.43613366e-01 2.68858491e-02 -2.35628428e-01 -8.71733724e-02
1.20089923e-01 -2.95788245e-01 6.58525423e-02 -1.67897707e-01
-1.90023445e-03 -1.92648647e-01]
[ 2.11628778e-01 -1.76107128e-01 6.42034052e-02 -2.12515991e-02
8.66295265e-02 -3.54703721e-02 3.07138531e-02 -1.36624096e-01
1.14223171e-01 -1.78972784e-01]
[ -1.03180614e-01 -6.13106286e-02 1.22276541e-01 1.12044031e-01
3.63566338e-02 -1.14161159e-01 2.49850583e-01 -7.75515128e-02
1.86137634e-01 -1.28726984e-03]
[ -1.04473900e-02 -2.00747240e-01 1.97685046e-01 -2.56970692e-01
-1.36596765e-02 1.18988244e-01 8.45722420e-02 -1.17579958e-01
1.51973407e-02 2.11976852e-01]]
[[ 0.62155887]
[ 1.59279645]
[ 0.26434549]
[ 0.87581012]
[-2.66314376]
[-0.25798163]
[-1.5989025 ]
[ 0.06869798]
[ 0.69537573]
[ 0.88768734]]
Progress: 33.1% ... Training loss: 0.280 ... Validation loss: 0.462[[ 1.61843578e-01 2.11386196e-01 -1.05361152e-01 1.10694626e-01
-5.35018865e-01 -7.14812375e-02 -5.82581114e-02 1.22303952e-01
-5.89650628e-02 1.88006213e-01]
[ 1.48206197e-02 1.54997819e-01 -1.90425687e-02 4.59846767e-02
8.59122591e-02 -6.79359249e-03 3.09275308e-01 4.13387598e-02
1.42279929e-01 -2.69540225e-02]
[ 1.79305870e-01 6.57835130e-01 9.90136041e-03 -3.38321546e-02
4.60181144e-01 -2.26736089e-02 -7.34105885e-01 -4.00995480e-02
5.26034208e-02 2.73790402e-01]
[ 6.96385266e-03 -3.37308375e-01 -2.18800542e-01 9.41538369e-02
-6.69401664e-03 1.48669323e-01 1.64276710e-01 5.85753356e-02
6.47506357e-02 2.02874243e-01]
[ -1.54871606e-02 1.14797184e-01 -1.47986012e-01 4.25316949e-02
1.38782652e-02 -1.80946920e-01 6.62278442e-02 -1.18516115e-01
-1.90833349e-01 -2.87217356e-02]
[ -3.77731910e-01 -5.79230193e-01 -2.94004838e-01 1.63279917e-01
3.91006336e-02 4.06713261e-02 2.71708206e-01 -3.70861486e-02
-1.47552582e-02 -7.01792566e-03]
[ -4.61575222e-03 -2.11048051e-01 9.39631160e-03 8.92374686e-02
-1.80665336e-03 -7.10720887e-02 1.80665626e-01 -1.90588530e-01
1.92085437e-01 3.02014352e-02]
[ 1.14895932e-01 -2.37374699e-01 3.59783743e-02 -6.45321331e-02
5.95979610e-02 -4.89456845e-02 7.09623643e-02 1.20384936e-01
8.44879590e-02 -1.91555761e-02]
[ -1.77886997e-01 -1.39962778e-01 -3.05372142e-01 -2.75313354e-02
1.13090020e-02 7.10648069e-02 -1.48800288e-01 -2.93333078e-02
2.57680375e-01 -1.37799883e-01]
[ 6.36094941e-02 -3.65995195e-01 9.40827649e-02 4.45987466e-02
-4.25104955e-02 -1.20748582e-01 1.60959636e-01 -1.02296866e-01
3.15210649e-02 1.17460032e-01]
[ -9.17286249e-02 -5.49069472e-02 -2.80542071e-03 -1.56892766e-01
2.40239084e-02 2.19432981e-02 1.91370836e-01 -1.03590821e-01
-2.24826599e-02 -1.38040397e-01]
[ -1.23403728e-01 -1.50459340e-01 -7.25720964e-02 -1.01865630e-02
3.92748756e-01 1.03350860e-01 1.09062649e-01 -1.67705653e-02
-1.76071428e-01 -2.21091991e-01]
[ -1.56972545e-01 4.36118012e-03 6.19163683e-02 2.17009197e-02
-1.72289853e-01 -2.19720223e-01 -1.77935935e-01 -1.97016874e-01
8.69521554e-02 1.74036760e-01]
[ -2.59248803e-01 -3.00604472e-01 1.04399641e-01 2.39584894e-01
-9.76908655e-02 -7.24389951e-02 4.06740106e-02 -2.58294104e-01
-2.47260958e-01 -5.44590680e-02]
[ 1.07466345e-01 -1.54530523e-01 -2.00714374e-02 1.23218266e-01
-3.53079136e-02 -8.85742421e-02 2.10296811e-01 3.56119414e-03
3.06362720e-02 1.04749416e-02]
[ 3.79340194e-02 -8.80122867e-02 -2.10601861e-01 1.52120361e-01
-4.71233855e-02 8.37912964e-02 -4.83655448e-02 -1.97548180e-02
-8.92124832e-02 -3.79456641e-03]
[ -1.15822188e-01 -6.16804666e-02 -2.00301484e-01 1.63661281e-01
-1.57426800e-02 1.31900751e-01 -1.07729103e-03 -2.49740691e-01
7.58628662e-02 -1.91246782e-01]
[ -7.31316627e-02 -5.11692775e-02 2.73720002e-01 9.29054176e-02
1.34872356e-01 -5.93501912e-02 -1.11523302e-01 1.20214936e-01
6.83007343e-02 2.79609722e-02]
[ 5.72765042e-02 -2.44632530e-02 8.84182083e-02 8.93867799e-02
5.32325511e-02 -1.73540432e-02 2.26862303e-01 1.20656391e-01
-2.76478343e-02 -6.16199152e-02]
[ 1.74766716e-02 -1.32638633e-01 -2.87294918e-01 -3.81748148e-02
1.34502484e-01 -9.52896767e-02 1.41531549e-01 1.64543941e-01
1.18477213e-01 -1.79323545e-02]
[ 4.62762642e-02 -2.21880366e-02 -1.17900457e-01 3.98065300e-02
-8.11922865e-02 3.23263905e-01 2.70832523e-01 2.04621339e-01
-1.63999569e-01 -6.53354352e-02]
[ -2.64023821e-03 -2.43284121e-02 1.20628495e-01 9.89446706e-02
1.63810053e-02 1.07521849e-01 -1.12295578e-01 -4.21458988e-02
2.08143580e-01 7.09852131e-02]
[ 1.09046664e-01 7.43869351e-02 -4.61163475e-02 -1.00236476e-01
-9.25993846e-02 -3.29674060e-01 1.17128211e-01 8.52189896e-03
1.41942745e-01 8.81549797e-02]
[ -1.00788656e-01 -1.32671335e-02 -1.57872657e-02 2.19662431e-02
6.30295557e-03 -2.03617677e-01 -7.99908218e-02 -1.99486669e-02
1.56755557e-02 1.26945594e-01]
[ -1.49236965e-01 -9.53097296e-02 -1.98989306e-01 -8.15393475e-03
-2.70254162e-01 -3.24870688e-03 1.65498693e-02 -2.41131368e-02
-4.96043925e-04 5.57235788e-02]
[ -3.03171872e-02 -9.84875445e-02 -7.47800052e-02 -1.26906980e-01
5.30574173e-01 2.75963083e-01 5.70216587e-01 1.13078457e-01
-1.81640629e-01 -3.77264241e-01]
[ -1.59115254e-02 -3.91977818e-01 -2.98566979e-02 -7.21517114e-02
6.57225632e-01 1.00650194e-01 5.25921831e-01 9.15162527e-02
3.04010373e-02 -3.83249990e-01]
[ 1.13678796e-02 -4.48989903e-01 -4.31147033e-02 -1.06735552e-01
6.74215397e-01 2.33553059e-02 4.96297039e-01 4.87489083e-02
-3.63279317e-01 -2.18403977e-01]
[ -1.68666017e-01 -5.93263424e-01 -8.73418629e-03 -2.00905203e-01
7.61808843e-01 -9.14852479e-02 6.20805799e-01 -8.26798809e-02
-6.59222898e-02 8.56249096e-02]
[ -2.91600523e-01 -4.04889588e-01 5.64991277e-02 -4.48712182e-02
9.08245559e-01 1.41368238e-01 4.22312128e-01 4.78410569e-02
-8.66938736e-02 -1.33891188e-01]
[ -2.06184321e-01 -3.09161037e-01 2.50872432e-01 -2.44878312e-01
6.69109920e-01 -4.38772552e-02 6.92937446e-01 1.29630509e-02
-2.58521005e-01 -2.98654051e-02]
[ -1.27337506e-01 -2.19281720e-01 -1.79641408e-01 -9.72374340e-02
4.77635690e-01 -2.31312522e-01 1.73751839e-01 1.69290084e-01
-6.13327438e-03 -1.15079317e-01]
[ 1.09692150e-01 2.40660255e-01 1.63393198e-01 -9.34096228e-02
-7.33630308e-02 5.06448688e-02 -1.47047511e-01 2.82868170e-01
7.35507695e-02 1.76270620e-01]
[ 3.45874928e-01 3.16539672e-01 -8.44076520e-02 3.08292741e-01
-8.69587416e-01 -2.86174331e-01 -4.71361354e-01 1.76979055e-01
3.79276254e-01 -3.73711790e-02]
[ 4.48953274e-02 1.29730725e-01 2.52044188e-01 2.46372915e-01
-4.98875687e-02 -1.95038029e-01 -1.72429510e-01 -1.33204249e-01
-1.42186651e-01 -2.92618187e-01]
[ 2.49787183e-02 -5.89003918e-02 -1.17658955e-01 -5.20762119e-02
2.31620747e-01 4.00202822e-02 -9.58005942e-03 -1.84434094e-01
3.55906180e-02 2.09710758e-01]
[ 2.38832238e-03 -4.79055143e-02 -6.63424227e-02 -4.93142642e-02
-2.84262224e-02 -1.77680808e-01 8.24723027e-02 1.01411627e-02
3.84698197e-02 6.78290700e-03]
[ 2.75839234e-02 6.96441846e-02 2.43622995e-01 7.19344678e-02
-2.22857012e-01 -1.34360299e-01 1.13420938e-01 3.94384120e-02
-1.87169936e-01 1.05411303e-01]
[ 7.49732415e-02 4.10462272e-02 1.08968408e-01 1.19330889e-02
-2.52848656e-01 6.73439404e-02 5.54125850e-02 -2.70509250e-01
-1.38862246e-02 -8.43965411e-02]
[ -9.32791825e-03 9.74875053e-02 8.54807386e-02 -2.74798239e-02
-4.91516356e-02 1.79920883e-01 9.32230073e-02 1.18642903e-01
-1.96507139e-02 1.74697192e-01]
[ 2.17010446e-01 5.91310758e-02 2.68328978e-02 7.52881477e-02
5.60673846e-02 -2.15679836e-02 -1.54910889e-01 1.47988609e-01
-5.89094854e-02 -2.55216133e-02]
[ 4.58947117e-02 2.11474715e-03 1.84841519e-02 4.63854420e-02
-4.25442843e-01 -1.24313315e-01 -2.14225618e-01 4.15925779e-02
1.23212777e-01 1.97912210e-01]
[ 4.53101377e-02 5.09251227e-01 1.22458121e-01 4.15924629e-01
-1.12338171e+00 -3.03661670e-01 -5.97809529e-01 -7.23024084e-02
2.87354655e-01 3.29570810e-01]
[ 1.79571616e-01 5.02083492e-01 6.64498643e-02 4.26564544e-01
-9.08177006e-01 -8.43739598e-02 -4.41924183e-01 1.51232778e-01
2.10394337e-01 4.84830408e-01]
[ 2.57461855e-01 3.11638241e-01 2.47288332e-01 1.50368460e-01
-4.34060068e-01 7.96214979e-02 -2.20450434e-01 1.62879397e-01
2.41482531e-01 8.05470943e-02]
[ -7.17329604e-02 2.25358909e-01 2.42445052e-01 1.95232544e-02
-4.67871693e-02 1.29876015e-01 -1.05045453e-01 -1.49264247e-02
-3.04733414e-02 5.32019663e-02]
[ -9.64533492e-02 -6.90008353e-04 2.57753305e-02 9.64161587e-02
-5.97349347e-02 1.15049334e-01 2.49127374e-01 2.03971171e-02
-2.72446340e-01 -9.02244737e-02]
[ -2.23983309e-01 -3.60273899e-02 -9.49070749e-02 -3.49257300e-01
1.96866299e-01 1.21052711e-01 1.13842450e-01 1.03075244e-01
-2.11215125e-01 2.71343868e-02]
[ 1.09012657e-02 -3.88296381e-01 -1.27176690e-01 -1.60709777e-01
3.69678472e-01 2.56901659e-02 1.82552526e-01 1.52575661e-01
-1.64664404e-01 -2.21269408e-01]
[ 1.32196979e-01 -2.07696380e-01 -1.46369737e-01 -3.23959423e-03
5.65089907e-02 -5.53114110e-02 5.29787923e-02 -1.51020108e-01
1.29320107e-01 -1.29931637e-01]
[ -1.17733676e-01 8.49158447e-02 2.62676026e-01 -1.03767753e-02
1.58644951e-01 8.21275687e-02 3.44812303e-02 -2.97671549e-01
-1.13572276e-01 -5.94202831e-02]
[ -3.53377311e-01 2.81116589e-02 1.14795012e-02 -3.48353301e-02
1.73560173e-01 -1.70914888e-01 1.29769852e-02 2.34009952e-01
-9.33501018e-02 6.67406225e-02]
[ 1.43328678e-01 2.58196256e-02 -2.35724459e-01 -8.75697208e-02
1.20999199e-01 -2.95683521e-01 6.68170987e-02 -1.67927529e-01
-2.14433439e-03 -1.93041483e-01]
[ 2.12689831e-01 -1.73450948e-01 6.47142621e-02 -1.96766394e-02
8.20592358e-02 -3.58967407e-02 2.78129141e-02 -1.36490901e-01
1.15532544e-01 -1.77314200e-01]
[ -1.03519590e-01 -6.29200200e-02 1.22156173e-01 1.11663492e-01
3.70262166e-02 -1.14048171e-01 2.51107660e-01 -7.75783328e-02
1.85875593e-01 -1.66692494e-03]
[ -1.23390301e-02 -2.04946912e-01 1.96867208e-01 -2.59683463e-01
-8.06316319e-03 1.19838327e-01 8.91946384e-02 -1.17796421e-01
1.30522782e-02 2.09225321e-01]]
[[ 0.62478004]
[ 1.59878408]
[ 0.26537935]
[ 0.87438431]
[-2.6650929 ]
[-0.2617038 ]
[-1.60893078]
[ 0.06656192]
[ 0.69472557]
[ 0.88648852]]
Progress: 33.2% ... Training loss: 0.280 ... Validation loss: 0.455[[ 1.63541238e-01 2.14588440e-01 -1.04671153e-01 1.13175176e-01
-5.41502909e-01 -7.21931616e-02 -6.17181752e-02 1.22511431e-01
-5.69927818e-02 1.90569089e-01]
[ 1.51537850e-02 1.55668560e-01 -1.88966794e-02 4.64775480e-02
8.47077744e-02 -6.93953779e-03 3.08702746e-01 4.13811590e-02
1.42656338e-01 -2.64587787e-02]
[ 1.76521446e-01 6.54349274e-01 8.76679654e-03 -3.78179780e-02
4.70106889e-01 -2.14397811e-02 -7.29388402e-01 -4.04087919e-02
4.93675893e-02 2.69710058e-01]
[ 8.92814862e-03 -3.35901457e-01 -2.18003602e-01 9.69224815e-02
-1.36891785e-02 1.47768368e-01 1.61791877e-01 5.87972174e-02
6.69264691e-02 2.05862996e-01]
[ -1.78906243e-02 1.09557688e-01 -1.48950977e-01 3.91003503e-02
2.24176860e-02 -1.79895923e-01 7.20989928e-02 -1.18790272e-01
-1.93527803e-01 -3.21697358e-02]
[ -3.76533760e-01 -5.78119465e-01 -2.93555942e-01 1.64997125e-01
3.46040697e-02 4.01720317e-02 2.70123158e-01 -3.69544514e-02
-1.33749176e-02 -5.33646394e-03]
[ -3.24139164e-03 -2.08283751e-01 1.00062917e-02 9.12512497e-02
-8.34190258e-03 -7.16319680e-02 1.77582311e-01 -1.90438718e-01
1.93777047e-01 3.22251905e-02]
[ 1.15011940e-01 -2.36869366e-01 3.60161482e-02 -6.43348115e-02
5.91738135e-02 -4.89947754e-02 7.10794379e-02 1.20402414e-01
8.45389682e-02 -1.90536732e-02]
[ -1.77205025e-01 -1.38619865e-01 -3.05106979e-01 -2.66233352e-02
9.18140712e-03 7.07932631e-02 -1.50475946e-01 -2.92629310e-02
2.58283331e-01 -1.36870991e-01]
[ 6.55245527e-02 -3.62003644e-01 9.48424836e-02 4.72241813e-02
-4.93699672e-02 -1.21483365e-01 1.56744995e-01 -1.02098769e-01
3.36371938e-02 1.20046332e-01]
[ -9.12642355e-02 -5.48434807e-02 -2.62755249e-03 -1.56177761e-01
2.14592435e-02 2.17244300e-02 1.91070441e-01 -1.03527541e-01
-2.19995029e-02 -1.37251754e-01]
[ -1.22412686e-01 -1.48791083e-01 -7.21478715e-02 -8.69069192e-03
3.88589337e-01 1.02924703e-01 1.07350738e-01 -1.66625777e-02
-1.74944799e-01 -2.19730923e-01]
[ -1.56972545e-01 4.36118012e-03 6.19163683e-02 2.17009197e-02
-1.72289853e-01 -2.19720223e-01 -1.77935935e-01 -1.97016874e-01
8.69521554e-02 1.74036760e-01]
[ -2.59224690e-01 -3.01415214e-01 1.04392556e-01 2.39680458e-01
-9.73957153e-02 -7.24496688e-02 4.12697409e-02 -2.58290777e-01
-2.47245991e-01 -5.44522950e-02]
[ 1.07979014e-01 -1.53632365e-01 -1.98522849e-02 1.23885530e-01
-3.70383798e-02 -8.87841897e-02 2.09388032e-01 3.61638434e-03
3.12193221e-02 1.12143377e-02]
[ 3.93229116e-02 -8.59139074e-02 -2.10069417e-01 1.54081315e-01
-5.32462811e-02 8.32165911e-02 -5.10367631e-02 -1.96053395e-02
-8.76109165e-02 -1.93406063e-03]
[ -1.15377958e-01 -6.07000101e-02 -2.00102006e-01 1.64313705e-01
-1.77085097e-02 1.31698356e-01 -1.86506573e-03 -2.49689668e-01
7.63760953e-02 -1.90609224e-01]
[ -7.26101979e-02 -4.98969239e-02 2.73952468e-01 9.36778209e-02
1.32583359e-01 -5.95578355e-02 -1.13007456e-01 1.20270173e-01
6.89108894e-02 2.87266280e-02]
[ 5.66393327e-02 -2.58619841e-02 8.81472011e-02 8.84296425e-02
5.57240043e-02 -1.70571336e-02 2.28293428e-01 1.20582648e-01
-2.83338004e-02 -6.24439399e-02]
[ 1.82225743e-02 -1.31268139e-01 -2.86966677e-01 -3.70783808e-02
1.31620046e-01 -9.55889457e-02 1.40243116e-01 1.64627164e-01
1.19312034e-01 -1.69327225e-02]
[ 4.53939773e-02 -2.42828418e-02 -1.18303274e-01 3.84957916e-02
-7.73527922e-02 3.23650755e-01 2.73069205e-01 2.04523880e-01
-1.65034944e-01 -6.66174794e-02]
[ -2.03824384e-03 -2.24344641e-02 1.20903135e-01 9.99330125e-02
1.33711852e-02 1.07222427e-01 -1.13924139e-01 -4.20701858e-02
2.08858950e-01 7.19243100e-02]
[ 1.10148937e-01 7.68231236e-02 -4.56749067e-02 -9.86929755e-02
-9.67191298e-02 -3.30124283e-01 1.14376898e-01 8.63863269e-03
1.43029114e-01 8.96954641e-02]
[ -1.00922694e-01 -1.36791744e-02 -1.58436522e-02 2.17567312e-02
7.08217581e-03 -2.03562330e-01 -7.96533429e-02 -1.99631741e-02
1.55227388e-02 1.26751313e-01]
[ -1.49554517e-01 -9.58201152e-02 -1.99118061e-01 -8.61712254e-03
-2.69122844e-01 -3.11334449e-03 1.72421383e-02 -2.41479904e-02
-8.55498711e-04 5.52708385e-02]
[ -3.02183372e-02 -9.86189844e-02 -7.47490406e-02 -1.26763735e-01
5.30008877e-01 2.75929434e-01 5.70327306e-01 1.13089935e-01
-1.81516765e-01 -3.77141619e-01]
[ -1.56841930e-02 -3.91719398e-01 -2.97649435e-02 -7.18281636e-02
6.56317201e-01 1.00553905e-01 5.25593645e-01 9.15404679e-02
3.06497595e-02 -3.82954247e-01]
[ 1.15545609e-02 -4.48604544e-01 -4.30328764e-02 -1.06466691e-01
6.73673602e-01 2.32763149e-02 4.95871300e-01 4.87683656e-02
-3.63068064e-01 -2.18138470e-01]
[ -1.68794359e-01 -5.93610835e-01 -8.77778318e-03 -2.01057592e-01
7.62227169e-01 -9.14410518e-02 6.21142686e-01 -8.26910335e-02
-6.60364811e-02 8.55135289e-02]
[ -2.91463138e-01 -4.04788106e-01 5.65666011e-02 -4.46411816e-02
9.07717452e-01 1.41301422e-01 4.22182952e-01 4.78580995e-02
-8.65141386e-02 -1.33656171e-01]
[ -2.06095463e-01 -3.09093263e-01 2.50915703e-01 -2.44733177e-01
6.68632570e-01 -4.39217469e-02 6.92873976e-01 1.29743280e-02
-2.58416315e-01 -2.97251340e-02]
[ -1.27423452e-01 -2.19566444e-01 -1.79682529e-01 -9.73564672e-02
4.77912134e-01 -2.31285603e-01 1.74042386e-01 1.69282485e-01
-6.21988488e-03 -1.15192498e-01]
[ 1.10195586e-01 2.42061985e-01 1.63619181e-01 -9.26801640e-02
-7.53822132e-02 5.04251135e-02 -1.48237485e-01 2.82924285e-01
7.41188114e-02 1.77035604e-01]
[ 3.46557087e-01 3.17377268e-01 -8.41457531e-02 3.09126643e-01
-8.71238713e-01 -2.86419897e-01 -4.72648879e-01 1.77050431e-01
3.79961261e-01 -3.63895310e-02]
[ 4.49080524e-02 1.29804771e-01 2.52052359e-01 2.46394733e-01
-4.99647875e-02 -1.95045812e-01 -1.72491353e-01 -1.33202859e-01
-1.42172424e-01 -2.92599001e-01]
[ 2.53843235e-02 -5.84334640e-02 -1.17527952e-01 -5.15302802e-02
2.29758332e-01 3.98674910e-02 -1.04695454e-02 -1.84393617e-01
3.60543515e-02 2.10317501e-01]
[ 2.43092030e-03 -4.77659712e-02 -6.63268664e-02 -4.92593192e-02
-2.86273628e-02 -1.77686831e-01 8.23595048e-02 1.01400385e-02
3.85176450e-02 6.84562866e-03]
[ 2.86685353e-02 7.22829667e-02 2.44073541e-01 7.35319078e-02
-2.27217116e-01 -1.34846208e-01 1.10693837e-01 3.95611552e-02
-1.85953590e-01 1.06885776e-01]
[ 7.41446925e-02 3.93202122e-02 1.08592293e-01 1.06688399e-02
-2.48974930e-01 6.77061055e-02 5.74951444e-02 -2.70597055e-01
-1.49030150e-02 -8.56435812e-02]
[ -9.02682187e-03 9.81973983e-02 8.56159176e-02 -2.70372209e-02
-5.04473515e-02 1.79787755e-01 9.25843446e-02 1.18671708e-01
-1.92941705e-02 1.75146710e-01]
[ 2.16987567e-01 5.93645315e-02 2.68328786e-02 7.52965928e-02
5.55045688e-02 -2.15702402e-02 -1.55188635e-01 1.47992072e-01
-5.88994410e-02 -2.55553083e-02]
[ 4.59218438e-02 2.10650828e-03 1.84992366e-02 4.64158773e-02
-4.25548306e-01 -1.24330564e-01 -2.14304444e-01 4.15953636e-02
1.23228120e-01 1.97923712e-01]
[ 4.56697690e-02 5.09794484e-01 1.22600066e-01 4.16526638e-01
-1.12528218e+00 -3.03780891e-01 -5.98101389e-01 -7.22635356e-02
2.87739462e-01 3.30010321e-01]
[ 1.79481878e-01 5.01689064e-01 6.64094207e-02 4.26469860e-01
-9.07795376e-01 -8.43203287e-02 -4.41577317e-01 1.51221621e-01
2.10282070e-01 4.84673940e-01]
[ 2.57530787e-01 3.11785516e-01 2.47312983e-01 1.50435002e-01
-4.34160524e-01 7.95960951e-02 -2.20614416e-01 1.62884539e-01
2.41535437e-01 8.06395300e-02]
[ -7.18923744e-02 2.24982301e-01 2.42374697e-01 1.92854711e-02
-4.60429930e-02 1.29947842e-01 -1.04619603e-01 -1.49446835e-02
-3.06442692e-02 5.29558876e-02]
[ -9.61282226e-02 1.60634726e-04 2.59252979e-02 9.68779078e-02
-6.12004123e-02 1.14905001e-01 2.48272462e-01 2.04338071e-02
-2.72058772e-01 -8.97245050e-02]
[ -2.23952691e-01 -3.60527969e-02 -9.48943826e-02 -3.49205338e-01
1.96642311e-01 1.21038182e-01 1.13775567e-01 1.03079109e-01
-2.11176776e-01 2.71757580e-02]
[ 1.10038475e-02 -3.88135018e-01 -1.27131195e-01 -1.60563391e-01
3.69247338e-01 2.56458023e-02 1.82320321e-01 1.52586926e-01
-1.64546707e-01 -2.21128772e-01]
[ 1.33863998e-01 -2.03762319e-01 -1.45715882e-01 -7.24109597e-04
4.85690456e-02 -5.60039993e-02 4.90398685e-02 -1.50849239e-01
1.31141401e-01 -1.27603123e-01]
[ -1.16515565e-01 8.68053516e-02 2.63207982e-01 -8.59366063e-03
1.54488880e-01 8.16301142e-02 3.25500034e-02 -2.97531524e-01
-1.12204667e-01 -5.76307367e-02]
[ -3.53307583e-01 2.84095485e-02 1.15085654e-02 -3.47379516e-02
1.73721784e-01 -1.70940394e-01 1.28019293e-02 2.34018055e-01
-9.32980050e-02 6.68236499e-02]
[ 1.44067014e-01 2.66381115e-02 -2.35443879e-01 -8.66671219e-02
1.19270550e-01 -2.95992196e-01 6.55716056e-02 -1.67842758e-01
-1.34785705e-03 -1.92021267e-01]
[ 2.13161391e-01 -1.72434126e-01 6.49162083e-02 -1.90672436e-02
7.99575953e-02 -3.61047382e-02 2.67016859e-02 -1.36439703e-01
1.16033005e-01 -1.76696231e-01]
[ -1.04584440e-01 -6.56676668e-02 1.21690669e-01 1.10130057e-01
4.10296850e-02 -1.13580181e-01 2.54118161e-01 -7.76977935e-02
1.84683591e-01 -3.21709732e-03]
[ -1.20684445e-02 -2.04432757e-01 1.96997123e-01 -2.59221689e-01
-9.88549131e-03 1.19722751e-01 8.83591177e-02 -1.17762560e-01
1.34322577e-02 2.09672233e-01]]
[[ 0.63589676]
[ 1.60391625]
[ 0.27515632]
[ 0.88713815]
[-2.6565632 ]
[-0.2508796 ]
[-1.593739 ]
[ 0.07742163]
[ 0.70774262]
[ 0.89740106]]
Progress: 33.2% ... Training loss: 0.287 ... Validation loss: 0.466[[ 1.63144352e-01 2.14694910e-01 -1.04824342e-01 1.12683134e-01
-5.40384906e-01 -7.20652609e-02 -6.11621751e-02 1.22477864e-01
-5.76520756e-02 1.89917877e-01]
[ 1.53140234e-02 1.55927893e-01 -1.88282324e-02 4.67007513e-02
8.41454457e-02 -7.00231154e-03 3.08358849e-01 4.14011250e-02
1.42824242e-01 -2.62333718e-02]
[ 1.76004500e-01 6.53459087e-01 8.49030232e-03 -3.89324337e-02
4.73189010e-01 -2.11861233e-02 -7.28633865e-01 -4.04811886e-02
4.83628950e-02 2.68438996e-01]
[ 1.18437055e-02 -3.30468418e-01 -2.16578548e-01 1.01200705e-01
-2.21605739e-02 1.46606555e-01 1.55908053e-01 5.91510062e-02
7.04011778e-02 2.10131096e-01]
[ -1.93419746e-02 1.04837588e-01 -1.49502847e-01 3.70835947e-02
2.72435203e-02 -1.79389067e-01 7.59282693e-02 -1.18941957e-01
-1.95052175e-01 -3.41735117e-02]
[ -3.78050981e-01 -5.81230831e-01 -2.94216379e-01 1.62901017e-01
3.91887902e-02 4.07510506e-02 2.73771179e-01 -3.71382067e-02
-1.51398558e-02 -7.45243961e-03]
[ -3.33186676e-03 -2.08203823e-01 1.00027099e-02 9.12690221e-02
-8.72724684e-03 -7.16321599e-02 1.77707872e-01 -1.90417953e-01
1.93735995e-01 3.22611282e-02]
[ 1.13522299e-01 -2.39878729e-01 3.53422841e-02 -6.66293922e-02
6.45707392e-02 -4.83974596e-02 7.45207640e-02 1.20209902e-01
8.25769324e-02 -2.15344917e-02]
[ -1.76704864e-01 -1.37636235e-01 -3.04839581e-01 -2.59174909e-02
7.06813950e-03 7.05842112e-02 -1.51443036e-01 -2.92017390e-02
2.58743234e-01 -1.36159875e-01]
[ 6.33690149e-02 -3.65745548e-01 9.38777109e-02 4.41099596e-02
-4.35007283e-02 -1.20665024e-01 1.61385573e-01 -1.02354695e-01
3.08664617e-02 1.16774414e-01]
[ -9.07271622e-02 -5.38163078e-02 -2.36798101e-03 -1.55382554e-01
1.92940968e-02 2.15043007e-02 1.90356198e-01 -1.03448088e-01
-2.14343670e-02 -1.36457275e-01]
[ -1.23391398e-01 -1.51133523e-01 -7.25131551e-02 -1.00387493e-02
3.92368279e-01 1.03293582e-01 1.09672220e-01 -1.67804147e-02
-1.76047325e-01 -2.21103224e-01]
[ -1.56972545e-01 4.36118012e-03 6.19163683e-02 2.17009197e-02
-1.72289853e-01 -2.19720223e-01 -1.77935935e-01 -1.97016874e-01
8.69521554e-02 1.74036760e-01]
[ -2.59977130e-01 -3.02520695e-01 1.04035687e-01 2.38600171e-01
-9.55327639e-02 -7.21520978e-02 4.27830267e-02 -2.58384917e-01
-2.48192720e-01 -5.55604976e-02]
[ 1.07957424e-01 -1.54075255e-01 -1.98568408e-02 1.23899851e-01
-3.70179434e-02 -8.87879801e-02 2.09814506e-01 3.61705630e-03
3.12177241e-02 1.11948252e-02]
[ 3.86351093e-02 -8.73276982e-02 -2.10345611e-01 1.53122105e-01
-5.06773926e-02 8.34799398e-02 -4.94867558e-02 -1.96890560e-02
-8.83712798e-02 -2.84452097e-03]
[ -1.16242621e-01 -6.26979993e-02 -2.00471650e-01 1.63125466e-01
-1.42962780e-02 1.32022745e-01 2.49615592e-04 -2.49776917e-01
7.54347341e-02 -1.91796419e-01]
[ -7.21792877e-02 -4.89868549e-02 2.74142589e-01 9.42946333e-02
1.30921491e-01 -5.97364757e-02 -1.13894411e-01 1.20324590e-01
6.93601983e-02 2.93470455e-02]
[ 5.68318165e-02 -2.50893898e-02 8.82523353e-02 8.87909977e-02
5.41169857e-02 -1.71385054e-02 2.27596132e-01 1.20616324e-01
-2.80640480e-02 -6.20730218e-02]
[ 1.75209292e-02 -1.32923838e-01 -2.87305020e-01 -3.81422806e-02
1.34080064e-01 -9.53221156e-02 1.41954770e-01 1.64534904e-01
1.18403582e-01 -1.80205200e-02]
[ 4.40237048e-02 -2.73064135e-02 -1.18920225e-01 3.63974374e-02
-7.17905259e-02 3.24241929e-01 2.76115384e-01 2.04341458e-01
-1.66715631e-01 -6.87179931e-02]
[ -4.41897085e-04 -1.80704221e-02 1.21633805e-01 1.02246682e-01
6.68176354e-03 1.06560944e-01 -1.17656649e-01 -4.18627125e-02
2.10547855e-01 7.40788983e-02]
[ 1.10258249e-01 7.69883895e-02 -4.56281005e-02 -9.85384294e-02
-9.70962916e-02 -3.30162437e-01 1.14191487e-01 8.65230438e-03
1.43153524e-01 8.98604643e-02]
[ -1.01278361e-01 -1.48060945e-02 -1.59870197e-02 2.12525583e-02
8.43083730e-03 -2.03439183e-01 -7.86282159e-02 -2.00073714e-02
1.51159809e-02 1.26229772e-01]
[ -1.49726666e-01 -9.63229152e-02 -1.99155352e-01 -8.85073517e-03
-2.68539792e-01 -3.04927372e-03 1.76047194e-02 -2.41682250e-02
-1.05004838e-03 5.50453966e-02]
[ -3.04574431e-02 -9.92513397e-02 -7.48555710e-02 -1.27123111e-01
5.30989567e-01 2.76029624e-01 5.70943171e-01 1.13058658e-01
-1.81799394e-01 -3.77516800e-01]
[ -1.57472885e-02 -3.91875329e-01 -2.97918407e-02 -7.19206995e-02
6.56488659e-01 1.00580500e-01 5.25803056e-01 9.15321961e-02
3.05836678e-02 -3.83057550e-01]
[ 1.16053867e-02 -4.48710258e-01 -4.30121347e-02 -1.06381681e-01
6.73385402e-01 2.32558511e-02 4.95943545e-01 4.87748934e-02
-3.63018112e-01 -2.18072137e-01]
[ -1.68679120e-01 -5.93588155e-01 -8.73319338e-03 -2.00895256e-01
7.61835182e-01 -9.14876698e-02 6.21074226e-01 -8.26770172e-02
-6.59112508e-02 8.56859151e-02]
[ -2.92083198e-01 -4.06352673e-01 5.63090780e-02 -4.54796217e-02
9.09621523e-01 1.41535197e-01 4.23823620e-01 4.77846557e-02
-8.71704220e-02 -1.34486666e-01]
[ -2.05915353e-01 -3.08799718e-01 2.51006492e-01 -2.44444688e-01
6.67824805e-01 -4.40014326e-02 6.92614546e-01 1.29988899e-02
-2.58196497e-01 -2.94331186e-02]
[ -1.27736945e-01 -2.20049676e-01 -1.79801550e-01 -9.78172608e-02
4.79272628e-01 -2.31160205e-01 1.74591766e-01 1.69242947e-01
-6.58921515e-03 -1.15636223e-01]
[ 1.10773279e-01 2.43492705e-01 1.63864338e-01 -9.18557169e-02
-7.77647503e-02 5.02000529e-02 -1.49654084e-01 2.82995899e-01
7.47318968e-02 1.77844601e-01]
[ 3.47123028e-01 3.18983852e-01 -8.38704184e-02 3.09944715e-01
-8.73513812e-01 -2.86666795e-01 -4.74083273e-01 1.77126725e-01
3.80513373e-01 -3.55782710e-02]
[ 4.48256562e-02 1.29627247e-01 2.52021241e-01 2.46283808e-01
-4.96605966e-02 -1.95013215e-01 -1.72294501e-01 -1.33211787e-01
-1.42253446e-01 -2.92708290e-01]
[ 2.49499573e-02 -5.95678147e-02 -1.17737599e-01 -5.22108001e-02
2.31503697e-01 4.00536422e-02 -9.40102671e-03 -1.84451710e-01
3.55235572e-02 2.09665377e-01]
[ 2.50287517e-03 -4.73317638e-02 -6.63181568e-02 -4.92062970e-02
-2.91671778e-02 -1.77725868e-01 8.21356538e-02 1.01478757e-02
3.85461193e-02 6.81150884e-03]
[ 2.85987400e-02 7.21376038e-02 2.44035027e-01 7.34248145e-02
-2.26832573e-01 -1.34817620e-01 1.10771250e-01 3.95509185e-02
-1.86044149e-01 1.06779676e-01]
[ 7.39926323e-02 3.89337708e-02 1.08524015e-01 1.04457751e-02
-2.48319801e-01 6.77684952e-02 5.78698581e-02 -2.70616742e-01
-1.50811419e-02 -8.58716264e-02]
[ -8.90534085e-03 9.83848798e-02 8.56654701e-02 -2.68597865e-02
-5.09533614e-02 1.79741211e-01 9.23394627e-02 1.18686221e-01
-1.91760982e-02 1.75315794e-01]
[ 2.16699189e-01 5.90327182e-02 2.66806119e-02 7.47651082e-02
5.66640103e-02 -2.14386998e-02 -1.54823824e-01 1.47948578e-01
-5.94027332e-02 -2.61111472e-02]
[ 4.57025161e-02 1.96883860e-03 1.84178139e-02 4.61343760e-02
-4.25106353e-01 -1.24237536e-01 -2.13931938e-01 4.15736369e-02
1.23009053e-01 1.97682775e-01]
[ 4.52605192e-02 5.08855059e-01 1.22443364e-01 4.16066654e-01
-1.12469598e+00 -3.03668586e-01 -5.96854858e-01 -7.23028200e-02
2.87235943e-01 3.29445991e-01]
[ 1.79561658e-01 5.01835618e-01 6.64438946e-02 4.26589990e-01
-9.08137763e-01 -8.43530847e-02 -4.41730931e-01 1.51232045e-01
2.10377109e-01 4.84774811e-01]
[ 2.57162422e-01 3.11263384e-01 2.47201298e-01 1.49913121e-01
-4.33051863e-01 7.97376369e-02 -2.20054972e-01 1.62841286e-01
2.41097122e-01 8.01273197e-02]
[ -7.20805871e-02 2.24546985e-01 2.42292001e-01 1.90321631e-02
-4.53349813e-02 1.30020561e-01 -1.04203378e-01 -1.49679444e-02
-3.08522641e-02 5.26996484e-02]
[ -9.67032834e-02 -1.11053834e-03 2.56751620e-02 9.60791204e-02
-5.89498566e-02 1.15125710e-01 2.49690537e-01 2.03767103e-02
-2.72671887e-01 -9.04924894e-02]
[ -2.24054282e-01 -3.62695527e-02 -9.49349528e-02 -3.49349206e-01
1.97076788e-01 1.21078946e-01 1.14042523e-01 1.03066292e-01
-2.11280554e-01 2.70317148e-02]
[ 1.07682029e-02 -3.88674200e-01 -1.27238021e-01 -1.60895842e-01
3.70068931e-01 2.57416648e-02 1.82919753e-01 1.52557237e-01
-1.64812696e-01 -2.21475498e-01]
[ 1.35152225e-01 -2.00807361e-01 -1.45148787e-01 1.28580243e-03
4.18388895e-02 -5.65365572e-02 4.61776749e-02 -1.50672237e-01
1.32583694e-01 -1.25614615e-01]
[ -1.17358087e-01 8.50285906e-02 2.62851015e-01 -9.85850443e-03
1.57632021e-01 8.19811205e-02 3.43578632e-02 -2.97631753e-01
-1.13205136e-01 -5.88727500e-02]
[ -3.54499233e-01 2.56617694e-02 1.09851053e-02 -3.64284689e-02
1.78483061e-01 -1.70496056e-01 1.55587150e-02 2.33872607e-01
-9.46516532e-02 6.51573847e-02]
[ 1.42198193e-01 2.21901197e-02 -2.36207608e-01 -8.93511724e-02
1.26798142e-01 -2.95275649e-01 7.00374851e-02 -1.68073353e-01
-3.51634798e-03 -1.94712275e-01]
[ 2.11418282e-01 -1.76189325e-01 6.40875171e-02 -2.17371477e-02
8.65869847e-02 -3.53772491e-02 3.09527826e-02 -1.36669204e-01
1.13841507e-01 -1.79372322e-01]
[ -1.04192135e-01 -6.45576919e-02 1.21902663e-01 1.10756497e-01
3.92072309e-02 -1.13773800e-01 2.53132208e-01 -7.76384402e-02
1.85093940e-01 -2.64647630e-03]
[ -1.07000500e-02 -2.00827130e-01 1.97620396e-01 -2.57215798e-01
-1.59112469e-02 1.19176637e-01 8.51734620e-02 -1.17587453e-01
1.49855980e-02 2.11538741e-01]]
[[ 0.62845385]
[ 1.59668657]
[ 0.26793879]
[ 0.87782788]
[-2.66789322]
[-0.25751621]
[-1.60417025]
[ 0.06999679]
[ 0.70225015]
[ 0.89148311]]
Progress: 33.3% ... Training loss: 0.281 ... Validation loss: 0.463[[ 1.60626666e-01 2.09884877e-01 -1.05904093e-01 1.09095257e-01
-5.30110072e-01 -7.10636317e-02 -5.61633596e-02 1.22182831e-01
-6.06299521e-02 1.86333354e-01]
[ 1.53274269e-02 1.55906023e-01 -1.88316368e-02 4.67201221e-02
8.40660750e-02 -7.00698083e-03 3.08338324e-01 4.14022192e-02
1.42836676e-01 -2.62238202e-02]
[ 1.73211817e-01 6.47192623e-01 6.98816961e-03 -4.37838759e-02
4.88726238e-01 -1.99961822e-02 -7.23968030e-01 -4.08663314e-02
4.47862474e-02 2.63988629e-01]
[ 1.13188753e-02 -3.32510933e-01 -2.16579761e-01 1.00974020e-01
-2.15732574e-02 1.46812225e-01 1.59453244e-01 5.91423566e-02
7.00710179e-02 2.09739744e-01]
[ -1.88707608e-02 1.04487814e-01 -1.49347053e-01 3.74679939e-02
2.43918618e-02 -1.79449412e-01 7.48599782e-02 -1.18925024e-01
-1.95016453e-01 -3.39890543e-02]
[ -3.79085425e-01 -5.83075339e-01 -2.94641635e-01 1.61509312e-01
4.18937764e-02 4.11746380e-02 2.75912348e-01 -3.72550682e-02
-1.63003703e-02 -8.93506804e-03]
[ -4.15879006e-03 -2.09748952e-01 9.63166188e-03 9.02129949e-02
-5.00916965e-03 -7.13201904e-02 1.79501271e-01 -1.90507403e-01
1.93017653e-01 3.12640221e-02]
[ 1.10398604e-01 -2.46575033e-01 3.39075523e-02 -7.15351892e-02
7.89573844e-02 -4.71126829e-02 8.05742061e-02 1.19824544e-01
7.87697962e-02 -2.62508583e-02]
[ -1.77250820e-01 -1.38875664e-01 -3.05050290e-01 -2.66689674e-02
8.30755331e-03 7.08100372e-02 -1.49911000e-01 -2.92669430e-02
2.58103668e-01 -1.36977208e-01]
[ 6.11331612e-02 -3.69539285e-01 9.27967700e-02 4.05567962e-02
-3.34953505e-02 -1.19764009e-01 1.65034905e-01 -1.02636747e-01
2.80934228e-02 1.13369833e-01]
[ -9.24671381e-02 -5.78999294e-02 -3.10945160e-03 -1.57791389e-01
2.55963940e-02 2.22189501e-02 1.94333192e-01 -1.03647510e-01
-2.33355781e-02 -1.38845885e-01]
[ -1.24946586e-01 -1.54581535e-01 -7.31324876e-02 -1.21817571e-02
3.98109727e-01 1.03924077e-01 1.13565940e-01 -1.69558154e-02
-1.77698634e-01 -2.23323467e-01]
[ -1.56972545e-01 4.36118012e-03 6.19163683e-02 2.17009197e-02
-1.72289853e-01 -2.19720223e-01 -1.77935935e-01 -1.97016874e-01
8.69521554e-02 1.74036760e-01]
[ -2.59983414e-01 -3.02585858e-01 1.04036063e-01 2.38593874e-01
-9.55705502e-02 -7.21499069e-02 4.28536164e-02 -2.58385726e-01
-2.48200935e-01 -5.55697101e-02]
[ 1.07485085e-01 -1.55019950e-01 -2.00543079e-02 1.23277817e-01
-3.56329810e-02 -8.85980657e-02 2.10697288e-01 3.56365889e-03
3.06807272e-02 1.05074365e-02]
[ 3.76587132e-02 -8.94298274e-02 -2.10751419e-01 1.51765125e-01
-4.66770779e-02 8.38710912e-02 -4.73918165e-02 -1.97945347e-02
-8.94505874e-02 -4.16942015e-03]
[ -1.15921870e-01 -6.19649723e-02 -2.00329023e-01 1.63555227e-01
-1.49602997e-02 1.31898493e-01 -7.21795973e-04 -2.49749199e-01
7.58007885e-02 -1.91310231e-01]
[ -7.24145040e-02 -4.93963703e-02 2.74010401e-01 9.40572400e-02
1.31600082e-01 -5.96594781e-02 -1.13042572e-01 1.20305865e-01
6.92523310e-02 2.90944953e-02]
[ 5.61888337e-02 -2.64189593e-02 8.79803400e-02 8.78798594e-02
5.66637924e-02 -1.68858589e-02 2.28917972e-01 1.20542575e-01
-2.87759993e-02 -6.29545540e-02]
[ 1.57514438e-02 -1.36511421e-01 -2.88112834e-01 -4.08265284e-02
1.41856888e-01 -9.46252092e-02 1.44870451e-01 1.64320686e-01
1.16402097e-01 -2.05820164e-02]
[ 4.33236650e-02 -2.90882320e-02 -1.19288246e-01 3.51396896e-02
-6.86596781e-02 3.24595976e-01 2.77924505e-01 2.04240418e-01
-1.67720486e-01 -7.00030248e-02]
[ -2.78470063e-04 -1.75497787e-02 1.21723601e-01 1.02441812e-01
6.81154457e-03 1.06466436e-01 -1.17953220e-01 -4.18398213e-02
2.10627029e-01 7.43444006e-02]
[ 1.09549271e-01 7.51279674e-02 -4.59024703e-02 -9.94758595e-02
-9.50174089e-02 -3.29881466e-01 1.16031293e-01 8.57362572e-03
1.42414893e-01 8.88556912e-02]
[ -1.01078879e-01 -1.43235629e-02 -1.59030995e-02 2.15340472e-02
7.57930928e-03 -2.03520121e-01 -7.91391794e-02 -1.99864147e-02
1.53331120e-02 1.26515377e-01]
[ -1.50429623e-01 -9.73035917e-02 -1.99456151e-01 -9.84885240e-03
-2.66664344e-01 -2.74823959e-03 1.91171150e-02 -2.42505681e-02
-1.84865838e-03 5.40015521e-02]
[ -3.11841206e-02 -1.00977487e-01 -7.51763182e-02 -1.28194356e-01
5.34063730e-01 2.76334608e-01 5.72691651e-01 1.12974199e-01
-1.82642267e-01 -3.78579308e-01]
[ -1.57472885e-02 -3.91875329e-01 -2.97918407e-02 -7.19206995e-02
6.56488659e-01 1.00580500e-01 5.25803056e-01 9.15321961e-02
3.05836678e-02 -3.83057550e-01]
[ 1.15095666e-02 -4.49034223e-01 -4.30493894e-02 -1.06494381e-01
6.73756212e-01 2.32864710e-02 4.96191620e-01 4.87667304e-02
-3.63114560e-01 -2.18203112e-01]
[ -1.68619679e-01 -5.93598487e-01 -8.70640061e-03 -2.00795536e-01
7.61518786e-01 -9.15178228e-02 6.21096098e-01 -8.26699498e-02
-6.58313771e-02 8.57885013e-02]
[ -2.92224004e-01 -4.06864050e-01 5.62484031e-02 -4.56557350e-02
9.09798381e-01 1.41588890e-01 4.24290434e-01 4.77702883e-02
-8.73074718e-02 -1.34662654e-01]
[ -2.06448373e-01 -3.09792822e-01 2.50780812e-01 -2.45188208e-01
6.69935797e-01 -4.37824752e-02 6.93547961e-01 1.29404430e-02
-2.58791476e-01 -3.01499246e-02]
[ -1.28193706e-01 -2.20871016e-01 -1.80003564e-01 -9.84488374e-02
4.81109584e-01 -2.30972741e-01 1.75612737e-01 1.69193132e-01
-7.06984465e-03 -1.16272252e-01]
[ 1.10272210e-01 2.42712647e-01 1.63661122e-01 -9.25488218e-02
-7.59379677e-02 5.04084403e-02 -1.48709733e-01 2.82940889e-01
7.41782022e-02 1.77123072e-01]
[ 3.46758912e-01 3.18839846e-01 -8.40414574e-02 3.09255968e-01
-8.71148034e-01 -2.86499598e-01 -4.73459393e-01 1.77072249e-01
3.79965569e-01 -3.62537927e-02]
[ 4.48255352e-02 1.29651749e-01 2.52020451e-01 2.46280257e-01
-4.96596963e-02 -1.95011467e-01 -1.72315496e-01 -1.33211950e-01
-1.42257163e-01 -2.92707497e-01]
[ 2.51845764e-02 -5.89907650e-02 -1.17638959e-01 -5.18831094e-02
2.30570137e-01 3.99597751e-02 -9.97627136e-03 -1.84429810e-01
3.57851099e-02 2.09998002e-01]
[ 2.10973549e-03 -4.80002634e-02 -6.64768816e-02 -4.97607153e-02
-2.77192368e-02 -1.77582571e-01 8.29200371e-02 1.01049937e-02
3.81271067e-02 6.23747607e-03]
[ 2.87208019e-02 7.23009790e-02 2.44073221e-01 7.35692643e-02
-2.26971267e-01 -1.34857050e-01 1.10622822e-01 3.95612715e-02
-1.85941077e-01 1.06918245e-01]
[ 7.37270056e-02 3.81508608e-02 1.08406008e-01 1.00113595e-02
-2.47091818e-01 6.78908985e-02 5.85255164e-02 -2.70651762e-01
-1.54269944e-02 -8.62905316e-02]
[ -9.14736394e-03 9.79032518e-02 8.55569798e-02 -2.72170973e-02
-5.00230540e-02 1.79842842e-01 9.29272091e-02 1.18657632e-01
-1.94608091e-02 1.74949788e-01]
[ 2.16697120e-01 5.92289089e-02 2.66505635e-02 7.48168835e-02
5.64978924e-02 -2.14520512e-02 -1.54752699e-01 1.47954250e-01
-5.93717819e-02 -2.60947261e-02]
[ 4.53318586e-02 1.20670063e-03 1.82449378e-02 4.55196146e-02
-4.23367927e-01 -1.24078328e-01 -2.13486576e-01 4.15190263e-02
1.22541234e-01 1.97158406e-01]
[ 4.38016433e-02 5.05757732e-01 1.21810840e-01 4.13913295e-01
-1.11902550e+00 -3.03088762e-01 -5.94124153e-01 -7.24778681e-02
2.85648894e-01 3.27294000e-01]
[ 1.79445205e-01 5.01561991e-01 6.64048565e-02 4.26474544e-01
-9.08335947e-01 -8.43150834e-02 -4.41453666e-01 1.51219621e-01
2.10227811e-01 4.84612263e-01]
[ 2.57448383e-01 3.11940042e-01 2.47315743e-01 1.50358134e-01
-4.34412347e-01 7.96134112e-02 -2.20728148e-01 1.62877047e-01
2.41435880e-01 8.05807706e-02]
[ -7.22501434e-02 2.24107881e-01 2.42224189e-01 1.87847834e-02
-4.46391596e-02 1.30092872e-01 -1.03785209e-01 -1.49876213e-02
-3.10482219e-02 5.24529498e-02]
[ -9.70330549e-02 -1.82106737e-03 2.55356414e-02 9.56121853e-02
-5.77530451e-02 1.15259419e-01 2.50385019e-01 2.03413911e-02
-2.73032665e-01 -9.09594921e-02]
[ -2.24174801e-01 -3.65748177e-02 -9.49866417e-02 -3.49523251e-01
1.97718048e-01 1.21120709e-01 1.14369997e-01 1.03053361e-01
-2.11396525e-01 2.69406953e-02]
[ 1.08221856e-02 -3.88805989e-01 -1.27217690e-01 -1.60830867e-01
3.69919218e-01 2.57236539e-02 1.82857415e-01 1.52561009e-01
-1.64768819e-01 -2.21411446e-01]
[ 1.32565537e-01 -2.07430199e-01 -1.46346819e-01 -2.75802267e-03
5.22037641e-02 -5.54370162e-02 5.16178481e-02 -1.51009515e-01
1.29453171e-01 -1.29748430e-01]
[ -1.17704887e-01 8.46757647e-02 2.62730001e-01 -1.03814011e-02
1.60133427e-01 8.20934072e-02 3.48018221e-02 -2.97663389e-01
-1.13650630e-01 -5.93011038e-02]
[ -3.55276574e-01 2.38666299e-02 1.06576027e-02 -3.75646105e-02
1.81867796e-01 -1.70182219e-01 1.72507553e-02 2.33783581e-01
-9.55547514e-02 6.40261180e-02]
[ 1.41795279e-01 2.11629086e-02 -2.36392025e-01 -8.99237654e-02
1.28190422e-01 -2.95103512e-01 7.11840949e-02 -1.68118975e-01
-3.99150452e-03 -1.95287145e-01]
[ 2.10808057e-01 -1.77177590e-01 6.38538962e-02 -2.24867025e-02
8.89007176e-02 -3.51504114e-02 3.23055834e-02 -1.36727169e-01
1.13226416e-01 -1.80116432e-01]
[ -1.04240456e-01 -6.47753613e-02 1.21874929e-01 1.10668950e-01
3.93923426e-02 -1.13758491e-01 2.53273373e-01 -7.76446045e-02
1.85015823e-01 -2.67052716e-03]
[ -1.14587793e-02 -2.01148551e-01 1.97270973e-01 -2.58208246e-01
-1.40042647e-02 1.19482849e-01 8.64767596e-02 -1.17676635e-01
1.43075187e-02 2.10561773e-01]]
[[ 0.60803264]
[ 1.57934071]
[ 0.25134781]
[ 0.85864523]
[-2.68678615]
[-0.27412798]
[-1.62325113]
[ 0.05078341]
[ 0.68193565]
[ 0.87133263]]
Progress: 33.4% ... Training loss: 0.289 ... Validation loss: 0.467[[ 1.61244029e-01 2.10212584e-01 -1.05646359e-01 1.09930884e-01
-5.31327845e-01 -7.13268110e-02 -5.74220215e-02 1.22238286e-01
-5.97351936e-02 1.87499935e-01]
[ 1.53402163e-02 1.55939750e-01 -1.88255860e-02 4.67394839e-02
8.40114851e-02 -7.01323914e-03 3.08315235e-01 4.14033177e-02
1.42850828e-01 -2.62032053e-02]
[ 1.72534770e-01 6.47527589e-01 6.60124617e-03 -4.50234878e-02
4.91576120e-01 -1.95656243e-02 -7.24748794e-01 -4.09514670e-02
4.37386237e-02 2.62832859e-01]
[ 1.09554898e-02 -3.34744633e-01 -2.16585648e-01 1.01196882e-01
-1.93887958e-02 1.46828555e-01 1.61473951e-01 5.91417981e-02
7.01915004e-02 2.10159451e-01]
[ -1.83197591e-02 1.05872809e-01 -1.49128349e-01 3.80906273e-02
1.97445421e-02 -1.79651783e-01 7.31728168e-02 -1.18882733e-01
-1.94637260e-01 -3.36476053e-02]
[ -3.77798613e-01 -5.81902000e-01 -2.94073325e-01 1.63483769e-01
3.71567661e-02 4.05361663e-02 2.73980755e-01 -3.71358189e-02
-1.46832373e-02 -6.89606875e-03]
[ -2.82475618e-03 -2.06701068e-01 1.01745032e-02 9.20372581e-02
-1.02812468e-02 -7.18893427e-02 1.75878226e-01 -1.90395523e-01
1.94561026e-01 3.31462875e-02]
[ 1.10840699e-01 -2.45646518e-01 3.40718569e-02 -7.09212950e-02
7.72653300e-02 -4.73054903e-02 7.89921969e-02 1.19857780e-01
7.91754186e-02 -2.54831255e-02]
[ -1.79124832e-01 -1.43631668e-01 -3.05816821e-01 -2.92741815e-02
1.48674081e-02 7.16235755e-02 -1.44925284e-01 -2.94224798e-02
2.56187502e-01 -1.39548158e-01]
[ 6.07937505e-02 -3.71810044e-01 9.26111491e-02 3.99893846e-02
-3.31353012e-02 -1.19575926e-01 1.66531544e-01 -1.02672852e-01
2.78451754e-02 1.13036267e-01]
[ -9.10858173e-02 -5.55222581e-02 -2.51374664e-03 -1.55732105e-01
2.09333422e-02 2.15156527e-02 1.90873501e-01 -1.03520238e-01
-2.16355450e-02 -1.36631785e-01]
[ -1.24799567e-01 -1.54294713e-01 -7.30336470e-02 -1.18662288e-02
3.97271442e-01 1.03852399e-01 1.13378060e-01 -1.69381536e-02
-1.77500457e-01 -2.23085953e-01]
[ -1.56972545e-01 4.36118012e-03 6.19163683e-02 2.17009197e-02
-1.72289853e-01 -2.19720223e-01 -1.77935935e-01 -1.97016874e-01
8.69521554e-02 1.74036760e-01]
[ -2.59234058e-01 -3.01698122e-01 1.04366764e-01 2.39691562e-01
-9.79478632e-02 -7.25382098e-02 4.15246136e-02 -2.58316025e-01
-2.47241400e-01 -5.43608783e-02]
[ 1.07610943e-01 -1.55308127e-01 -1.99830859e-02 1.23568239e-01
-3.64828965e-02 -8.86584088e-02 2.10920608e-01 3.57804213e-03
3.08668826e-02 1.07208338e-02]
[ 3.78550514e-02 -8.89882135e-02 -2.10667693e-01 1.52046614e-01
-4.70289747e-02 8.37894315e-02 -4.79204566e-02 -1.97772043e-02
-8.92174614e-02 -3.85828849e-03]
[ -1.16018874e-01 -6.21910273e-02 -2.00366924e-01 1.63423875e-01
-1.44652158e-02 1.31934633e-01 -4.42813426e-04 -2.49756853e-01
7.56919565e-02 -1.91453794e-01]
[ -7.22963643e-02 -4.91226329e-02 2.74050209e-01 9.41783005e-02
1.31077333e-01 -5.97034530e-02 -1.13368918e-01 1.20314314e-01
6.93770313e-02 2.92802972e-02]
[ 5.73728974e-02 -2.39067576e-02 8.84692556e-02 8.95282118e-02
5.16473365e-02 -1.74014678e-02 2.25808045e-01 1.20642780e-01
-2.74009375e-02 -6.12877530e-02]
[ 1.54389593e-02 -1.37394534e-01 -2.88284043e-01 -4.13965879e-02
1.43538017e-01 -9.44535029e-02 1.45494560e-01 1.64285589e-01
1.15925605e-01 -2.10619110e-02]
[ 4.42482649e-02 -2.70444014e-02 -1.18891151e-01 3.65045374e-02
-7.26994993e-02 3.24180620e-01 2.75449215e-01 2.04320168e-01
-1.66646580e-01 -6.86300590e-02]
[ -9.31148719e-04 -1.91022790e-02 1.21454867e-01 1.01627683e-01
9.50908169e-03 1.06736216e-01 -1.16262150e-01 -4.18930023e-02
2.10068841e-01 7.36248283e-02]
[ 1.09137125e-01 7.41697010e-02 -4.60686295e-02 -1.00055870e-01
-9.32750941e-02 -3.29706428e-01 1.17058655e-01 8.53972725e-03
1.41977792e-01 8.82678159e-02]
[ -1.01056762e-01 -1.44216184e-02 -1.58849003e-02 2.15934976e-02
7.46051718e-03 -2.03544316e-01 -7.91756600e-02 -1.99826718e-02
1.53731390e-02 1.26579317e-01]
[ -1.51086853e-01 -9.90628097e-02 -1.99732889e-01 -1.08092112e-02
-2.65144753e-01 -2.45835740e-03 2.09270250e-02 -2.43054717e-02
-2.61059400e-03 5.30276346e-02]
[ -3.12252848e-02 -1.01179893e-01 -7.51950405e-02 -1.28263863e-01
5.34335781e-01 2.76358334e-01 5.72823301e-01 1.12970224e-01
-1.82691082e-01 -3.78655181e-01]
[ -1.57870603e-02 -3.92009888e-01 -2.98034103e-02 -7.19763815e-02
6.56833899e-01 1.00598680e-01 5.25921450e-01 9.15300206e-02
3.05579100e-02 -3.83100010e-01]
[ 1.16541823e-02 -4.48875876e-01 -4.29887691e-02 -1.06286893e-01
6.73165968e-01 2.32198928e-02 4.95993978e-01 4.87791087e-02
-3.62947754e-01 -2.18006912e-01]
[ -1.68639421e-01 -5.93650191e-01 -8.71308663e-03 -2.00816169e-01
7.61825210e-01 -9.15119818e-02 6.21127079e-01 -8.26700075e-02
-6.58502523e-02 8.58387514e-02]
[ -2.92025905e-01 -4.06865676e-01 5.63608291e-02 -4.52764349e-02
9.08728639e-01 1.41483685e-01 4.24164213e-01 4.77923206e-02
-8.70180525e-02 -1.34252391e-01]
[ -2.06531227e-01 -3.09989694e-01 2.50747868e-01 -2.45288526e-01
6.70345328e-01 -4.37489800e-02 6.93718275e-01 1.29341200e-02
-2.58878716e-01 -3.02389740e-02]
[ -1.28093438e-01 -2.20632165e-01 -1.79966348e-01 -9.83123914e-02
4.80823454e-01 -2.31019094e-01 1.75360404e-01 1.69200955e-01
-6.96957882e-03 -1.16129082e-01]
[ 1.09751417e-01 2.41155324e-01 1.63437669e-01 -9.33121518e-02
-7.33593913e-02 5.06554294e-02 -1.46999140e-01 2.82895532e-01
7.36433529e-02 1.76466971e-01]
[ 3.47483317e-01 3.20124028e-01 -8.37293897e-02 3.10298350e-01
-8.73276346e-01 -2.86869799e-01 -4.75127882e-01 1.77140243e-01
3.80832490e-01 -3.50705354e-02]
[ 4.49182451e-02 1.29594628e-01 2.52065042e-01 2.46402259e-01
-5.01564141e-02 -1.95057451e-01 -1.72456740e-01 -1.33204097e-01
-1.42144335e-01 -2.92600939e-01]
[ 2.54446379e-02 -5.86283652e-02 -1.17532070e-01 -5.14875585e-02
2.29351640e-01 3.98356925e-02 -1.05187346e-02 -1.84407619e-01
3.60938055e-02 2.10396200e-01]
[ 2.01450454e-03 -4.82542526e-02 -6.65164449e-02 -4.99076128e-02
-2.73066207e-02 -1.77544755e-01 8.31507187e-02 1.00970897e-02
3.80165956e-02 6.09563013e-03]
[ 2.84971837e-02 7.17563211e-02 2.43980757e-01 7.32543910e-02
-2.25987249e-01 -1.34766339e-01 1.11209057e-01 3.95424173e-02
-1.86177080e-01 1.06597306e-01]
[ 7.36499247e-02 3.80126466e-02 1.08369986e-01 9.89734918e-03
-2.46745635e-01 6.79309719e-02 5.86928395e-02 -2.70659051e-01
-1.55198993e-02 -8.64083560e-02]
[ -9.38418562e-03 9.73872797e-02 8.54615057e-02 -2.75594113e-02
-4.91787182e-02 1.79949014e-01 9.34855879e-02 1.18637605e-01
-1.97356559e-02 1.74622183e-01]
[ 2.16457723e-01 5.85758029e-02 2.65360085e-02 7.44097267e-02
5.73852035e-02 -2.13402080e-02 -1.54258582e-01 1.47930541e-01
-5.96954362e-02 -2.64928249e-02]
[ 4.52325752e-02 9.65512194e-04 1.81996696e-02 4.53756517e-02
-4.22957828e-01 -1.24024832e-01 -2.13199608e-01 4.15098269e-02
1.22423847e-01 1.96995326e-01]
[ 4.24752499e-02 5.02584747e-01 1.21255140e-01 4.12093379e-01
-1.11488920e+00 -3.02475497e-01 -5.90656736e-01 -7.25921949e-02
2.84104433e-01 3.25400809e-01]
[ 1.80671454e-01 5.04222129e-01 6.69104474e-02 4.28135903e-01
-9.13143440e-01 -8.48430013e-02 -4.44810550e-01 1.51322958e-01
2.11754802e-01 4.86335813e-01]
[ 2.57967870e-01 3.13100518e-01 2.47533061e-01 1.51133540e-01
-4.36862777e-01 7.93689396e-02 -2.22074883e-01 1.62922636e-01
2.42049773e-01 8.13297543e-02]
[ -7.17674379e-02 2.25368744e-01 2.42419967e-01 1.94864499e-02
-4.68329106e-02 1.29871513e-01 -1.05100500e-01 -1.49462448e-02
-3.04902451e-02 5.31614803e-02]
[ -9.65536560e-02 -6.06152927e-04 2.57314531e-02 9.62931951e-02
-5.98078554e-02 1.15050160e-01 2.49133652e-01 2.03800282e-02
-2.72494551e-01 -9.03160875e-02]
[ -2.24486191e-01 -3.73805400e-02 -9.51126336e-02 -3.49926545e-01
1.99095585e-01 1.21243555e-01 1.15217431e-01 1.03028579e-01
-2.11727341e-01 2.65772694e-02]
[ 1.10966567e-02 -3.88224980e-01 -1.27098661e-01 -1.60424184e-01
3.68763840e-01 2.55937179e-02 1.82104670e-01 1.52584609e-01
-1.64454643e-01 -2.21016271e-01]
[ 1.31647995e-01 -2.10188929e-01 -1.46736674e-01 -4.05186356e-03
5.59645164e-02 -5.50078837e-02 5.42629344e-02 -1.51090583e-01
1.28452038e-01 -1.30982689e-01]
[ -1.16521331e-01 8.71600245e-02 2.63228128e-01 -8.67439635e-03
1.55553445e-01 8.15723015e-02 3.16974928e-02 -2.97562160e-01
-1.12285807e-01 -5.77427884e-02]
[ -3.54217477e-01 2.61054535e-02 1.10999776e-02 -3.60818900e-02
1.78505323e-01 -1.70692354e-01 1.46799183e-02 2.33878305e-01
-9.42645584e-02 6.56612819e-02]
[ 1.41756200e-01 2.10449763e-02 -2.36385916e-01 -8.99276210e-02
1.27752582e-01 -2.95112666e-01 7.11468975e-02 -1.68120966e-01
-4.03727489e-03 -1.95352950e-01]
[ 2.11409392e-01 -1.76222744e-01 6.40983421e-02 -2.16270537e-02
8.65487691e-02 -3.54184291e-02 3.11242016e-02 -1.36676482e-01
1.13924897e-01 -1.79246713e-01]
[ -1.03718605e-01 -6.35751817e-02 1.22091483e-01 1.11431096e-01
3.72023713e-02 -1.13995951e-01 2.51932850e-01 -7.76001818e-02
1.85723829e-01 -1.80700042e-03]
[ -1.26790689e-02 -2.04756264e-01 1.96762141e-01 -2.59914668e-01
-9.98408882e-03 1.20012696e-01 8.99150099e-02 -1.17775811e-01
1.29428823e-02 2.09053160e-01]]
[[ 0.6114334 ]
[ 1.58338025]
[ 0.2565905 ]
[ 0.86536216]
[-2.68257938]
[-0.26964218]
[-1.61554016]
[ 0.05556853]
[ 0.68443403]
[ 0.87456258]]
Progress: 33.4% ... Training loss: 0.285 ... Validation loss: 0.465[[ 1.65569291e-01 2.19679844e-01 -1.03697718e-01 1.16016242e-01
-5.48026134e-01 -7.31567031e-02 -6.75052785e-02 1.22642861e-01
-5.46404945e-02 1.93598491e-01]
[ 1.56046462e-02 1.56576639e-01 -1.87340546e-02 4.70657606e-02
8.29740036e-02 -7.11405763e-03 3.07646117e-01 4.14236929e-02
1.43118572e-01 -2.59094813e-02]
[ 1.77575659e-01 6.60678852e-01 8.69488495e-03 -3.81849177e-02
4.73694486e-01 -2.17196152e-02 -7.37388775e-01 -4.04998922e-02
4.94115439e-02 2.69427128e-01]
[ 7.82014253e-03 -3.43036147e-01 -2.17901938e-01 9.66539220e-02
-5.37202743e-03 1.48137303e-01 1.69413488e-01 5.88491116e-02
6.64988212e-02 2.05688753e-01]
[ -1.49829564e-02 1.13368310e-01 -1.47768564e-01 4.25148400e-02
6.19622171e-03 -1.80868608e-01 6.47958256e-02 -1.18608692e-01
-1.90904095e-01 -2.93648534e-02]
[ -3.76819218e-01 -5.80868496e-01 -2.93615122e-01 1.65101690e-01
3.18852999e-02 4.00320883e-02 2.72359690e-01 -3.70321085e-02
-1.34539815e-02 -5.37862472e-03]
[ -1.02830846e-03 -2.02756300e-01 1.09678511e-02 9.44014814e-02
-1.66888155e-02 -7.25780895e-02 1.71025642e-01 -1.90244310e-01
1.96695435e-01 3.58214729e-02]
[ 1.13983760e-01 -2.38298442e-01 3.54641964e-02 -6.62612558e-02
6.37996257e-02 -4.87857814e-02 7.14561081e-02 1.20161896e-01
8.28898407e-02 -2.11419489e-02]
[ -1.77520009e-01 -1.40258240e-01 -3.05071873e-01 -2.68567595e-02
8.21343324e-03 7.09515821e-02 -1.47728977e-01 -2.92670691e-02
2.57981996e-01 -1.37211552e-01]
[ 6.68104938e-02 -3.59309319e-01 9.52823941e-02 4.87533527e-02
-5.86741681e-02 -1.22218183e-01 1.53369513e-01 -1.02109582e-01
3.49275444e-02 1.21706596e-01]
[ -8.94758386e-02 -5.19155334e-02 -1.78131378e-03 -1.53268234e-01
1.37651093e-02 2.07632762e-02 1.86949610e-01 -1.03360762e-01
-1.97307356e-02 -1.34266174e-01]
[ -1.24902563e-01 -1.54702386e-01 -7.30484861e-02 -1.20344628e-02
3.98179828e-01 1.03901923e-01 1.13650553e-01 -1.69464481e-02
-1.77615055e-01 -2.23251481e-01]
[ -1.56972545e-01 4.36118012e-03 6.19163683e-02 2.17009197e-02
-1.72289853e-01 -2.19720223e-01 -1.77935935e-01 -1.97016874e-01
8.69521554e-02 1.74036760e-01]
[ -2.59010662e-01 -3.01625179e-01 1.04512190e-01 2.40198889e-01
-9.95944802e-02 -7.26905618e-02 4.13070952e-02 -2.58282643e-01
-2.46874257e-01 -5.39480799e-02]
[ 1.07926755e-01 -1.54890634e-01 -1.98507891e-02 1.23975057e-01
-3.77737338e-02 -8.87933303e-02 2.10324698e-01 3.60642936e-03
3.12203805e-02 1.11357581e-02]
[ 3.80558857e-02 -8.87260745e-02 -2.10570400e-01 1.52406808e-01
-4.83962624e-02 8.36781349e-02 -4.83679526e-02 -1.97546285e-02
-8.89488313e-02 -3.49602980e-03]
[ -1.14675112e-01 -5.89786805e-02 -1.99786352e-01 1.65202310e-01
-1.92491066e-02 1.31389084e-01 -3.99787608e-03 -2.49648280e-01
7.71862108e-02 -1.89582815e-01]
[ -7.24090345e-02 -4.97377851e-02 2.74024485e-01 9.39478444e-02
1.32031756e-01 -5.96033840e-02 -1.12962588e-01 1.20302887e-01
6.93234582e-02 2.92478023e-02]
[ 5.89282537e-02 -2.04820904e-02 8.91210665e-02 9.17821039e-02
4.53814066e-02 -1.80955642e-02 2.21863989e-01 1.20785605e-01
-2.55942521e-02 -5.90758680e-02]
[ 1.62417424e-02 -1.35206124e-01 -2.87928547e-01 -4.01910393e-02
1.39967929e-01 -9.48324394e-02 1.43657637e-01 1.64361990e-01
1.16826120e-01 -1.99786596e-02]
[ 4.59129015e-02 -2.34056955e-02 -1.18156323e-01 3.89728694e-02
-8.02709983e-02 3.23389247e-01 2.71511895e-01 2.04485911e-01
-1.64626934e-01 -6.63406747e-02]
[ -5.09514743e-04 -1.84910958e-02 1.21644694e-01 1.02207312e-01
8.12678568e-03 1.06598164e-01 -1.16667161e-01 -4.18566702e-02
2.10548078e-01 7.42473317e-02]
[ 1.10045880e-01 7.62853819e-02 -4.56490897e-02 -9.86692518e-02
-9.65321268e-02 -3.30122269e-01 1.15086093e-01 8.63057874e-03
1.42959486e-01 8.95717306e-02]
[ -1.00585564e-01 -1.34489830e-02 -1.56685588e-02 2.23042666e-02
5.34513843e-03 -2.03745613e-01 -8.01976000e-02 -1.99375558e-02
1.59089549e-02 1.27293364e-01]
[ -1.51358624e-01 -9.96640858e-02 -1.99841757e-01 -1.11767127e-02
-2.64647033e-01 -2.33982129e-03 2.16410634e-02 -2.43297808e-02
-2.89155902e-03 5.26445967e-02]
[ -3.11422305e-02 -1.01230982e-01 -7.51276789e-02 -1.28032641e-01
5.33565930e-01 2.76282510e-01 5.72892742e-01 1.12985693e-01
-1.82536142e-01 -3.78484350e-01]
[ -1.60214155e-02 -3.92723835e-01 -2.99038004e-02 -7.23277346e-02
6.57885654e-01 1.00708831e-01 5.26570512e-01 9.15092726e-02
3.02673929e-02 -3.83438059e-01]
[ 1.17057195e-02 -4.48901520e-01 -4.29665363e-02 -1.06216279e-01
6.72995688e-01 2.31910241e-02 4.95903243e-01 4.87844085e-02
-3.62874470e-01 -2.17939253e-01]
[ -1.68533273e-01 -5.93667287e-01 -8.66962765e-03 -2.00640465e-01
7.61297215e-01 -9.15692267e-02 6.21238347e-01 -8.26601948e-02
-6.56981783e-02 8.60412529e-02]
[ -2.91963485e-01 -4.06762657e-01 5.63890395e-02 -4.51801606e-02
9.08438570e-01 1.41455127e-01 4.24065702e-01 4.77984504e-02
-8.69439840e-02 -1.34157820e-01]
[ -2.06227828e-01 -3.09377947e-01 2.50879635e-01 -2.44854147e-01
6.69272850e-01 -4.38841652e-02 6.93110090e-01 1.29628510e-02
-2.58532994e-01 -2.97957792e-02]
[ -1.27928381e-01 -2.20359325e-01 -1.79886084e-01 -9.80509931e-02
4.80094132e-01 -2.31094429e-01 1.74955888e-01 1.69216236e-01
-6.79435329e-03 -1.15885663e-01]
[ 1.10070334e-01 2.41633621e-01 1.63590635e-01 -9.28471058e-02
-7.46748128e-02 5.05129531e-02 -1.47676521e-01 2.82926963e-01
7.40454190e-02 1.77092581e-01]
[ 3.47483317e-01 3.20124028e-01 -8.37293897e-02 3.10298350e-01
-8.73276346e-01 -2.86869799e-01 -4.75127882e-01 1.77140243e-01
3.80832490e-01 -3.50705354e-02]
[ 4.51386993e-02 1.29775302e-01 2.52163807e-01 2.46673393e-01
-5.10582405e-02 -1.95150437e-01 -1.72832655e-01 -1.33184489e-01
-1.41894388e-01 -2.92323932e-01]
[ 2.58053295e-02 -5.75906960e-02 -1.17369180e-01 -5.09315197e-02
2.27545223e-01 3.96540436e-02 -1.16087423e-02 -1.84370608e-01
3.65301238e-02 2.10913684e-01]
[ 2.05295765e-03 -4.81878369e-02 -6.65043652e-02 -4.98506857e-02
-2.74802039e-02 -1.77561590e-01 8.30853779e-02 1.01006120e-02
3.80602823e-02 6.15037276e-03]
[ 2.80960933e-02 7.08458443e-02 2.43808130e-01 7.26647307e-02
-2.24188428e-01 -1.34589498e-01 1.12194949e-01 3.95047762e-02
-1.86606536e-01 1.06013602e-01]
[ 7.33084957e-02 3.73216104e-02 1.08218164e-01 9.36289794e-03
-2.45200076e-01 6.80911532e-02 5.94037091e-02 -2.70689496e-01
-1.59450525e-02 -8.69381140e-02]
[ -8.75944035e-03 9.89237753e-02 8.57333785e-02 -2.67273292e-02
-5.17383393e-02 1.79697181e-01 9.19472915e-02 1.18685182e-01
-1.90487180e-02 1.75415867e-01]
[ 2.16218519e-01 5.80510755e-02 2.64392056e-02 7.40571865e-02
5.83179105e-02 -2.12330785e-02 -1.53669462e-01 1.47908626e-01
-5.99687980e-02 -2.68478580e-02]
[ 4.58770590e-02 2.46419046e-03 1.84644177e-02 4.63094163e-02
-4.25716512e-01 -1.24304439e-01 -2.14651580e-01 4.15701545e-02
1.23131245e-01 1.97911646e-01]
[ 4.41124155e-02 5.05886675e-01 1.21958168e-01 4.14351325e-01
-1.12047378e+00 -3.03129272e-01 -5.94024289e-01 -7.24502898e-02
2.85923704e-01 3.27702445e-01]
[ 1.83174785e-01 5.10274588e-01 6.80771849e-02 4.31909099e-01
-9.24346675e-01 -8.59844439e-02 -4.50823637e-01 1.51573990e-01
2.14762720e-01 4.89887504e-01]
[ 2.58184946e-01 3.13472230e-01 2.47621426e-01 1.51466122e-01
-4.38071211e-01 7.92793345e-02 -2.22755168e-01 1.62943235e-01
2.42327461e-01 8.17067720e-02]
[ -7.04975351e-02 2.28457539e-01 2.42952131e-01 2.13646791e-02
-5.21412775e-02 1.29301508e-01 -1.08322223e-01 -1.48309016e-02
-2.90160671e-02 5.49610279e-02]
[ -9.66485337e-02 -8.51462823e-04 2.56927892e-02 9.61678805e-02
-5.94026831e-02 1.15091978e-01 2.49373353e-01 2.03711018e-02
-2.72587778e-01 -9.04507912e-02]
[ -2.24484811e-01 -3.73710563e-02 -9.50993029e-02 -3.49914987e-01
1.99036709e-01 1.21241300e-01 1.15153374e-01 1.03029816e-01
-2.11710890e-01 2.65917958e-02]
[ 1.13231215e-02 -3.87956090e-01 -1.26989759e-01 -1.60049353e-01
3.67670152e-01 2.54759741e-02 1.81683448e-01 1.52608418e-01
-1.64167522e-01 -2.20656052e-01]
[ 1.31062083e-01 -2.11508079e-01 -1.46953332e-01 -4.82906609e-03
5.77974375e-02 -5.47562386e-02 5.56008894e-02 -1.51139655e-01
1.27824275e-01 -1.31761745e-01]
[ -1.14288522e-01 9.13319721e-02 2.64189435e-01 -5.41062231e-03
1.46365019e-01 8.05783893e-02 2.64460017e-02 -2.97354550e-01
-1.09703500e-01 -5.45295408e-02]
[ -3.53571807e-01 2.72500576e-02 1.14375154e-02 -3.49824794e-02
1.75288829e-01 -1.71042199e-01 1.33503268e-02 2.33944731e-01
-9.34131921e-02 6.65732957e-02]
[ 1.42668613e-01 2.27469548e-02 -2.35998218e-01 -8.86744795e-02
1.24414428e-01 -2.95463992e-01 6.96157738e-02 -1.68039292e-01
-3.02236234e-03 -1.94091783e-01]
[ 2.13233502e-01 -1.72209583e-01 6.49396573e-02 -1.88555899e-02
7.88284520e-02 -3.62425251e-02 2.71405867e-02 -1.36492232e-01
1.16117979e-01 -1.76555531e-01]
[ -1.02252747e-01 -6.02523919e-02 1.22723341e-01 1.13432889e-01
3.15042571e-02 -1.14608664e-01 2.48548925e-01 -7.74694811e-02
1.87345822e-01 2.24165439e-04]
[ -1.16502906e-02 -2.02091818e-01 1.97207922e-01 -2.58467444e-01
-1.44542188e-02 1.19547834e-01 8.72433720e-02 -1.17682950e-01
1.41795644e-02 2.10593852e-01]]
[[ 0.64094927]
[ 1.61573039]
[ 0.28466835]
[ 0.89546927]
[-2.66068163]
[-0.24758738]
[-1.59330019]
[ 0.08001094]
[ 0.71361936]
[ 0.90642832]]
Progress: 33.5% ... Training loss: 0.296 ... Validation loss: 0.470[[ 1.63672167e-01 2.15726606e-01 -1.04652629e-01 1.13018129e-01
-5.38595253e-01 -7.23060332e-02 -6.28812074e-02 1.22385539e-01
-5.71054371e-02 1.90716622e-01]
[ 1.53839122e-02 1.56013014e-01 -1.88359290e-02 4.67517227e-02
8.38314935e-02 -7.02997040e-03 3.08090199e-01 4.13963457e-02
1.42873205e-01 -2.61756300e-02]
[ 1.74368288e-01 6.53089894e-01 7.06975693e-03 -4.35908474e-02
4.87066263e-01 -2.03720613e-02 -7.30707973e-01 -4.09658251e-02
4.53801862e-02 2.64016802e-01]
[ 7.96484810e-03 -3.43090873e-01 -2.17644883e-01 9.76901932e-02
-7.66422646e-03 1.47888945e-01 1.69965220e-01 5.89193389e-02
6.73363452e-02 2.06808295e-01]
[ -1.20533692e-02 1.20833628e-01 -1.46328907e-01 4.70154318e-02
-6.73698737e-03 -1.82135848e-01 5.62129050e-02 -1.18195149e-01
-1.87269445e-01 -2.47561920e-02]
[ -3.77431429e-01 -5.82274555e-01 -2.93910898e-01 1.64223508e-01
3.40058126e-02 4.02947285e-02 2.73903375e-01 -3.71092303e-02
-1.41636527e-02 -6.22748421e-03]
[ -1.96213793e-03 -2.04843012e-01 1.05494087e-02 9.29955684e-02
-1.26231961e-02 -7.21986643e-02 1.72888253e-01 -1.90356968e-01
1.95659348e-01 3.46348368e-02]
[ 1.11388826e-01 -2.44498427e-01 3.41773678e-02 -7.03704641e-02
7.44061770e-02 -4.77175571e-02 7.74060487e-02 1.19804692e-01
7.96242439e-02 -2.52634072e-02]
[ -1.77691305e-01 -1.40309859e-01 -3.05156860e-01 -2.70630370e-02
1.01083176e-02 7.10101059e-02 -1.47523103e-01 -2.92865611e-02
2.57849604e-01 -1.37359741e-01]
[ 6.22938208e-02 -3.69282006e-01 9.31296350e-02 4.18286765e-02
-4.02953943e-02 -1.20368136e-01 1.63242167e-01 -1.02703002e-01
2.96312737e-02 1.15078836e-01]
[ -8.94843525e-02 -5.22502837e-02 -1.78325002e-03 -1.53238756e-01
1.48429677e-02 2.07572367e-02 1.87258413e-01 -1.03359292e-01
-1.98024538e-02 -1.34223861e-01]
[ -1.24587376e-01 -1.54074567e-01 -7.29244094e-02 -1.15662478e-02
3.96996688e-01 1.03777208e-01 1.12921427e-01 -1.69051805e-02
-1.77249100e-01 -2.22789969e-01]
[ -1.57074816e-01 4.29642250e-03 6.18609527e-02 2.15283224e-02
-1.71875777e-01 -2.19670702e-01 -1.77826155e-01 -1.97032669e-01
8.68104419e-02 1.73855552e-01]
[ -2.59400123e-01 -3.02129029e-01 1.04315417e-01 2.39624564e-01
-9.83436826e-02 -7.25222186e-02 4.20039267e-02 -2.58334659e-01
-2.47359245e-01 -5.45318683e-02]
[ 1.08238083e-01 -1.54453575e-01 -1.97042514e-02 1.24444736e-01
-3.89957394e-02 -8.89139896e-02 2.09913042e-01 3.64909372e-03
3.16031356e-02 1.16115010e-02]
[ 3.74687657e-02 -8.99771804e-02 -2.10833084e-01 1.51548528e-01
-4.57061355e-02 8.39242012e-02 -4.72375975e-02 -1.98296837e-02
-8.95953110e-02 -4.29131880e-03]
[ -1.15090106e-01 -6.00507738e-02 -1.99974035e-01 1.64625447e-01
-1.74693091e-02 1.31531106e-01 -3.16687197e-03 -2.49695914e-01
7.66978583e-02 -1.90102299e-01]
[ -7.29266383e-02 -5.09179811e-02 2.73781227e-01 9.31343521e-02
1.34434050e-01 -5.93697304e-02 -1.11554074e-01 1.20234911e-01
6.87486323e-02 2.85349297e-02]
[ 5.86123251e-02 -2.11185604e-02 8.89613808e-02 9.11952389e-02
4.66207899e-02 -1.79687332e-02 2.22475564e-01 1.20738929e-01
-2.60504906e-02 -5.96486494e-02]
[ 1.43575223e-02 -1.39661007e-01 -2.88843503e-01 -4.30794007e-02
1.47165352e-01 -9.40886619e-02 1.47519440e-01 1.64112589e-01
1.14640530e-01 -2.27572773e-02]
[ 4.48847570e-02 -2.56602385e-02 -1.18600376e-01 3.74513919e-02
-7.64732669e-02 3.23802710e-01 2.73688422e-01 2.04351346e-01
-1.65835855e-01 -6.78944051e-02]
[ -4.38639603e-04 -1.87728711e-02 1.21631342e-01 1.02321243e-01
8.33944145e-03 1.06574972e-01 -1.16114251e-01 -4.18497263e-02
2.10616917e-01 7.43129939e-02]
[ 1.10788082e-01 7.82782614e-02 -4.53126407e-02 -9.76078879e-02
-9.85213982e-02 -3.30389634e-01 1.13206660e-01 8.72519763e-03
1.43720196e-01 9.06594398e-02]
[ -1.00638049e-01 -1.35075940e-02 -1.57121486e-02 2.22165047e-02
5.83327659e-03 -2.03726475e-01 -8.01588934e-02 -1.99452856e-02
1.58577297e-02 1.27185133e-01]
[ -1.51605343e-01 -1.00144873e-01 -1.99944746e-01 -1.15138403e-02
-2.63806536e-01 -2.25308562e-03 2.21860376e-02 -2.43594309e-02
-3.15098804e-03 5.23351324e-02]
[ -3.11546345e-02 -1.01159746e-01 -7.51326423e-02 -1.28042574e-01
5.33798067e-01 2.76285407e-01 5.72774686e-01 1.12984865e-01
-1.82540752e-01 -3.78478443e-01]
[ -1.68414125e-02 -3.94459186e-01 -3.02655898e-02 -7.34814820e-02
6.60962014e-01 1.01018945e-01 5.28352762e-01 9.14137778e-02
2.93808340e-02 -3.84552697e-01]
[ 1.10968778e-02 -4.50588471e-01 -4.32625267e-02 -1.07119038e-01
6.75266909e-01 2.34434982e-02 4.97606687e-01 4.87054978e-02
-3.63605478e-01 -2.18840493e-01]
[ -1.69228950e-01 -5.95261483e-01 -8.97663950e-03 -2.01612250e-01
7.63868916e-01 -9.12971128e-02 6.22904900e-01 -8.27480562e-02
-6.64311320e-02 8.51335908e-02]
[ -2.92189868e-01 -4.07435001e-01 5.62893856e-02 -4.54798552e-02
9.09370513e-01 1.41537044e-01 4.24688193e-01 4.77723160e-02
-8.71802139e-02 -1.34454720e-01]
[ -2.06441166e-01 -3.09898153e-01 2.50782480e-01 -2.45159783e-01
6.70090503e-01 -4.38017795e-02 6.93590149e-01 1.29355208e-02
-2.58776160e-01 -3.00830339e-02]
[ -1.28151408e-01 -2.20749960e-01 -1.79983940e-01 -9.83499555e-02
4.80940181e-01 -2.31012452e-01 1.75341818e-01 1.69188788e-01
-7.03891176e-03 -1.16202024e-01]
[ 1.09694112e-01 2.40691955e-01 1.63436540e-01 -9.33609523e-02
-7.30602523e-02 5.06486317e-02 -1.46547785e-01 2.82878253e-01
7.36621164e-02 1.76652588e-01]
[ 3.48388444e-01 3.22390622e-01 -8.33366362e-02 3.11560458e-01
-8.75801715e-01 -2.87213794e-01 -4.77387270e-01 1.77254232e-01
3.81728521e-01 -3.38058879e-02]
[ 4.49288252e-02 1.29381454e-01 2.52065320e-01 2.46371367e-01
-5.03413156e-02 -1.95065650e-01 -1.72461492e-01 -1.33210966e-01
-1.42134609e-01 -2.92613471e-01]
[ 2.58214671e-02 -5.77674859e-02 -1.17372177e-01 -5.09319670e-02
2.27188410e-01 3.96337002e-02 -1.15543316e-02 -1.84367821e-01
3.65256283e-02 2.10930375e-01]
[ 9.02567049e-04 -5.08161906e-02 -6.70442759e-02 -5.15548547e-02
-2.29106665e-02 -1.77089522e-01 8.57148009e-02 9.94784171e-03
3.67482509e-02 4.46741577e-03]
[ 2.78942965e-02 7.03498196e-02 2.43712332e-01 7.23000588e-02
-2.23168918e-01 -1.34506483e-01 1.12750865e-01 3.94724674e-02
-1.86880183e-01 1.05655482e-01]
[ 7.28783516e-02 3.64252495e-02 1.08004990e-01 8.63419628e-03
-2.43203328e-01 6.82809073e-02 6.03048376e-02 -2.70751721e-01
-1.65192668e-02 -8.76679419e-02]
[ -7.70582815e-03 1.01289905e-01 8.62333586e-02 -2.51444316e-02
-5.64191902e-02 1.79273068e-01 8.93490759e-02 1.18825813e-01
-1.77823434e-02 1.76945062e-01]
[ 2.15296011e-01 5.60318452e-02 2.60274542e-02 7.26522954e-02
6.15819039e-02 -2.08681272e-02 -1.51913349e-01 1.47784484e-01
-6.10889796e-02 -2.82277617e-02]
[ 4.57354685e-02 2.10304789e-03 1.84011028e-02 4.61082239e-02
-4.25144297e-01 -1.24254040e-01 -2.14299746e-01 4.15523986e-02
1.22983409e-01 1.97707932e-01]
[ 4.49485291e-02 5.07491271e-01 1.22222931e-01 4.15326401e-01
-1.12212912e+00 -3.03386633e-01 -5.95682245e-01 -7.23578446e-02
2.86757420e-01 3.28719327e-01]
[ 1.83380709e-01 5.10806453e-01 6.81687568e-02 4.32206812e-01
-9.25296203e-01 -8.60556320e-02 -4.51279155e-01 1.51601164e-01
2.14974296e-01 4.90175724e-01]
[ 2.57702766e-01 3.12208447e-01 2.47410273e-01 1.50789053e-01
-4.36106170e-01 7.94496111e-02 -2.21561099e-01 1.62886736e-01
2.41810127e-01 8.10692416e-02]
[ -7.05439890e-02 2.28480278e-01 2.42922220e-01 2.12845979e-02
-5.19716611e-02 1.29326260e-01 -1.08349627e-01 -1.48367329e-02
-2.90828370e-02 5.48866164e-02]
[ -9.67771419e-02 -9.16857224e-04 2.56343134e-02 9.59855923e-02
-5.88889513e-02 1.15148626e-01 2.49492164e-01 2.03533289e-02
-2.72732433e-01 -9.06395291e-02]
[ -2.24568696e-01 -3.75196359e-02 -9.51367123e-02 -3.50034178e-01
1.99374834e-01 1.21273516e-01 1.15321787e-01 1.03019181e-01
-2.11805384e-01 2.64740415e-02]
[ 1.09672583e-02 -3.88572771e-01 -1.27143965e-01 -1.60545635e-01
3.69038553e-01 2.56133610e-02 1.82491351e-01 1.52564049e-01
-1.64560700e-01 -2.21156194e-01]
[ 1.31960088e-01 -2.08902584e-01 -1.46575757e-01 -3.61923080e-03
5.42262460e-02 -5.50714455e-02 5.24080921e-02 -1.51037471e-01
1.28849747e-01 -1.30454804e-01]
[ -1.15017042e-01 8.99435467e-02 2.63879532e-01 -6.51471229e-03
1.49734091e-01 8.08892696e-02 2.77586432e-02 -2.97450831e-01
-1.10678724e-01 -5.55653672e-02]
[ -3.53684770e-01 2.65420136e-02 1.13363297e-02 -3.51811995e-02
1.75843199e-01 -1.70972677e-01 1.44205796e-02 2.33936453e-01
-9.36276517e-02 6.63293473e-02]
[ 1.40953485e-01 1.85117810e-02 -2.36803575e-01 -9.11823449e-02
1.31661582e-01 -2.94827061e-01 7.40366738e-02 -1.68251858e-01
-4.98893988e-03 -1.96508702e-01]
[ 2.12033152e-01 -1.74802902e-01 6.43634424e-02 -2.07914773e-02
8.42926410e-02 -3.57166059e-02 2.98812369e-02 -1.36661918e-01
1.14668596e-01 -1.78444558e-01]
[ -1.03461374e-01 -6.28366626e-02 1.22143117e-01 1.11667323e-01
3.64030683e-02 -1.14139091e-01 2.50923687e-01 -7.76238768e-02
1.85931798e-01 -1.56587829e-03]
[ -1.18949784e-02 -2.02932456e-01 1.97117197e-01 -2.58764731e-01
-1.37290565e-02 1.19619027e-01 8.80790728e-02 -1.17710402e-01
1.40300154e-02 2.10357532e-01]]
[[ 0.62454851]
[ 1.60541474]
[ 0.26941117]
[ 0.8816564 ]
[-2.68192144]
[-0.26132103]
[-1.61017414]
[ 0.06542642]
[ 0.69831073]
[ 0.89137751]]
Progress: 33.5% ... Training loss: 0.280 ... Validation loss: 0.456[[ 1.63283760e-01 2.17002522e-01 -1.04757158e-01 1.12650672e-01
-5.39878000e-01 -7.22074563e-02 -6.37113232e-02 1.22350165e-01
-5.73358976e-02 1.90302923e-01]
[ 1.53820351e-02 1.56034052e-01 -1.88288282e-02 4.67806427e-02
8.37264927e-02 -7.04243537e-03 3.08082750e-01 4.13985603e-02
1.42896076e-01 -2.61543842e-02]
[ 1.76457287e-01 6.59626700e-01 7.95917801e-03 -4.11754116e-02
4.82914698e-01 -2.11864709e-02 -7.37204251e-01 -4.07711241e-02
4.76320045e-02 2.66792707e-01]
[ 9.22166481e-03 -3.42852600e-01 -2.16981376e-01 1.00016466e-01
-1.46739821e-02 1.47322994e-01 1.69719636e-01 5.90916534e-02
6.91360796e-02 2.08932124e-01]
[ -1.38066625e-02 1.17041153e-01 -1.47269836e-01 4.40070172e-02
3.12663697e-05 -1.81330879e-01 5.98960169e-02 -1.18427288e-01
-1.89610604e-01 -2.77219667e-02]
[ -3.77957200e-01 -5.83750414e-01 -2.94135236e-01 1.63675233e-01
3.34752008e-02 4.04319700e-02 2.75383359e-01 -3.71539650e-02
-1.46513371e-02 -6.96792501e-03]
[ -4.04545615e-04 -2.00245839e-01 1.12707422e-02 9.52812596e-02
-1.94040222e-02 -7.28099597e-02 1.68538393e-01 -1.90197941e-01
1.97631499e-01 3.69098069e-02]
[ 1.10880616e-01 -2.44831187e-01 3.39914139e-02 -7.10347278e-02
7.56304959e-02 -4.75673867e-02 7.76090167e-02 1.19750636e-01
7.91364460e-02 -2.59364328e-02]
[ -1.77656225e-01 -1.40195287e-01 -3.05164327e-01 -2.70663147e-02
1.03285585e-02 7.10174767e-02 -1.47559778e-01 -2.92832064e-02
2.57824820e-01 -1.37330748e-01]
[ 6.32597014e-02 -3.64855148e-01 9.36036337e-02 4.33013768e-02
-4.62090228e-02 -1.20829002e-01 1.58900048e-01 -1.02608342e-01
3.09230376e-02 1.16471147e-01]
[ -9.04233745e-02 -5.43920774e-02 -2.19739069e-03 -1.54533186e-01
1.72242813e-02 2.11631742e-02 1.89634451e-01 -1.03456448e-01
-2.07931149e-02 -1.35520483e-01]
[ -1.24055543e-01 -1.53456504e-01 -7.26806925e-02 -1.06746438e-02
3.94662124e-01 1.03515624e-01 1.12183925e-01 -1.68390920e-02
-1.76578317e-01 -2.21995161e-01]
[ -1.57074816e-01 4.29642250e-03 6.18609527e-02 2.15283224e-02
-1.71875777e-01 -2.19670702e-01 -1.77826155e-01 -1.97032669e-01
8.68104419e-02 1.73855552e-01]
[ -2.59898323e-01 -3.03001538e-01 1.04087533e-01 2.38967300e-01
-9.74227064e-02 -7.23130521e-02 4.29681491e-02 -2.58388210e-01
-2.47923053e-01 -5.52449218e-02]
[ 1.07705883e-01 -1.55898714e-01 -1.99079454e-02 1.23878982e-01
-3.84313679e-02 -8.87610708e-02 2.11303143e-01 3.60069107e-03
3.10657852e-02 1.08827810e-02]
[ 3.81757552e-02 -8.84623732e-02 -2.10516648e-01 1.52507222e-01
-4.79595044e-02 8.36218337e-02 -4.88016006e-02 -1.97485775e-02
-8.87038474e-02 -3.21545312e-03]
[ -1.14895455e-01 -5.92207408e-02 -1.99872117e-01 1.64930001e-01
-1.90453742e-02 1.31470900e-01 -3.73420283e-03 -2.49684705e-01
7.70415076e-02 -1.89832394e-01]
[ -7.25092365e-02 -4.97480632e-02 2.73961264e-01 9.37171273e-02
1.32770181e-01 -5.95376469e-02 -1.12669691e-01 1.20279848e-01
6.92231335e-02 2.91101600e-02]
[ 5.90579401e-02 -1.98345087e-02 8.91660520e-02 9.18885419e-02
4.44345526e-02 -1.81530940e-02 2.21187816e-01 1.20786107e-01
-2.55141144e-02 -5.90118261e-02]
[ 1.31798807e-02 -1.42544284e-01 -2.89392625e-01 -4.49516198e-02
1.52117404e-01 -9.35899333e-02 1.50271449e-01 1.63977373e-01
1.13246720e-01 -2.46051777e-02]
[ 4.57255103e-02 -2.25081432e-02 -1.18151193e-01 3.89356891e-02
-8.12995492e-02 3.23378297e-01 2.70857174e-01 2.04452222e-01
-1.64701913e-01 -6.64434258e-02]
[ -3.06127252e-05 -1.80415702e-02 1.21780598e-01 1.02839885e-01
7.37417861e-03 1.06415494e-01 -1.17163640e-01 -4.18080103e-02
2.11014913e-01 7.48468238e-02]
[ 1.10733508e-01 7.82154034e-02 -4.53335343e-02 -9.76918156e-02
-9.81379157e-02 -3.30360341e-01 1.13291157e-01 8.72007078e-03
1.43641673e-01 9.05833766e-02]
[ -1.00784477e-01 -1.38989793e-02 -1.57810132e-02 2.19976924e-02
6.50861204e-03 -2.03659057e-01 -7.97461149e-02 -1.99610854e-02
1.56851902e-02 1.26975355e-01]
[ -1.51651045e-01 -1.00268784e-01 -1.99972215e-01 -1.15882544e-02
-2.63698546e-01 -2.22838156e-03 2.22941831e-02 -2.43647652e-02
-3.21100181e-03 5.22585116e-02]
[ -3.08812749e-02 -1.00965100e-01 -7.50170875e-02 -1.27636747e-01
5.32648787e-01 2.76172017e-01 5.72549583e-01 1.13017110e-01
-1.82216862e-01 -3.78142398e-01]
[ -1.68466908e-02 -3.94665708e-01 -3.02724998e-02 -7.35119335e-02
6.61061667e-01 1.01026460e-01 5.28519999e-01 9.14127661e-02
2.93623518e-02 -3.84587800e-01]
[ 1.14174196e-02 -4.50147569e-01 -4.31425120e-02 -1.06662647e-01
6.73990345e-01 2.33118936e-02 4.97006953e-01 4.87395114e-02
-3.63254502e-01 -2.18388405e-01]
[ -1.69492851e-01 -5.95782119e-01 -9.09217388e-03 -2.01981247e-01
7.65125810e-01 -9.11889081e-02 6.23478808e-01 -8.27757962e-02
-6.67257917e-02 8.47914782e-02]
[ -2.92160980e-01 -4.07627161e-01 5.63117660e-02 -4.53926393e-02
9.09052905e-01 1.41512305e-01 4.24800620e-01 4.77791715e-02
-8.71084963e-02 -1.34324231e-01]
[ -2.06425507e-01 -3.09861070e-01 2.50788441e-01 -2.45138720e-01
6.70016871e-01 -4.38070550e-02 6.93581946e-01 1.29366066e-02
-2.58762191e-01 -3.00615107e-02]
[ -1.28372478e-01 -2.21136092e-01 -1.80087542e-01 -9.86700613e-02
4.81753881e-01 -2.30920558e-01 1.75820400e-01 1.69163765e-01
-7.30193882e-03 -1.16515139e-01]
[ 1.10358663e-01 2.43083280e-01 1.63779769e-01 -9.22129332e-02
-7.68680131e-02 5.03314062e-02 -1.48981312e-01 2.82952575e-01
7.45054479e-02 1.77683326e-01]
[ 3.47645557e-01 3.20704147e-01 -8.36478019e-02 3.10403169e-01
-8.72445937e-01 -2.86868636e-01 -4.75702311e-01 1.77170898e-01
3.81010653e-01 -3.48909273e-02]
[ 4.52036921e-02 1.30268228e-01 2.52194807e-01 2.46786825e-01
-5.16683361e-02 -1.95191947e-01 -1.73291703e-01 -1.33179217e-01
-1.41801716e-01 -2.92179061e-01]
[ 2.61607249e-02 -5.69255592e-02 -1.17218481e-01 -5.04248887e-02
2.25758490e-01 3.94874099e-02 -1.24215239e-02 -1.84332066e-01
3.69222978e-02 2.11449975e-01]
[ 8.20931176e-04 -5.08382781e-02 -6.70782352e-02 -5.16378976e-02
-2.27444777e-02 -1.77058835e-01 8.57193030e-02 9.94267528e-03
3.66740078e-02 4.35221236e-03]
[ 2.85662668e-02 7.20683389e-02 2.44006250e-01 7.32460457e-02
-2.26066209e-01 -1.34779355e-01 1.11052855e-01 3.95407152e-02
-1.86112110e-01 1.06611437e-01]
[ 7.27887667e-02 3.57066335e-02 1.07968695e-01 8.43830846e-03
-2.42099613e-01 6.83338037e-02 6.09090140e-02 -2.70764158e-01
-1.66283209e-02 -8.78364562e-02]
[ -8.06221852e-03 1.00698465e-01 8.60396950e-02 -2.57712036e-02
-5.47388295e-02 1.79455113e-01 9.00709634e-02 1.18778629e-01
-1.82549997e-02 1.76343832e-01]
[ 2.15890966e-01 5.77817517e-02 2.63310548e-02 7.36460677e-02
5.85443927e-02 -2.11499561e-02 -1.53579790e-01 1.47852018e-01
-6.02998078e-02 -2.72632240e-02]
[ 4.56372239e-02 1.88127581e-03 1.83715354e-02 4.59839433e-02
-4.24850750e-01 -1.24211417e-01 -2.14036857e-01 4.15434871e-02
1.22874707e-01 1.97555376e-01]
[ 4.38524539e-02 5.05506929e-01 1.21702099e-01 4.13778542e-01
-1.11943747e+00 -3.02970056e-01 -5.93841547e-01 -7.24791835e-02
2.85440245e-01 3.27049708e-01]
[ 1.84393172e-01 5.13298566e-01 6.85977843e-02 4.33542213e-01
-9.29270026e-01 -8.64729952e-02 -4.53450960e-01 1.51707179e-01
2.16097984e-01 4.91498727e-01]
[ 2.57523504e-01 3.12032876e-01 2.47341865e-01 1.50586038e-01
-4.35588812e-01 7.95046879e-02 -2.21306874e-01 1.62870261e-01
2.41611287e-01 8.08480835e-02]
[ -7.07028334e-02 2.28099390e-01 2.42858024e-01 2.10634748e-02
-5.14254037e-02 1.29391456e-01 -1.07947591e-01 -1.48526218e-02
-2.92572764e-02 5.46611839e-02]
[ -9.70122031e-02 -1.24972703e-03 2.55204028e-02 9.56511116e-02
-5.81119100e-02 1.15261276e-01 2.49813052e-01 2.03262876e-02
-2.73000227e-01 -9.09888352e-02]
[ -2.24579035e-01 -3.77287570e-02 -9.51117189e-02 -3.49929590e-01
1.99045890e-01 1.21242468e-01 1.15433728e-01 1.03026968e-01
-2.11732077e-01 2.66058849e-02]
[ 1.08680113e-02 -3.88794204e-01 -1.27184207e-01 -1.60683257e-01
3.69488884e-01 2.56542586e-02 1.82747638e-01 1.52553584e-01
-1.64659560e-01 -2.21287540e-01]
[ 1.31944773e-01 -2.07851935e-01 -1.46601880e-01 -3.56830042e-03
5.25722236e-02 -5.51144823e-02 5.11231330e-02 -1.51055208e-01
1.28969914e-01 -1.30488792e-01]
[ -1.14988994e-01 9.00533250e-02 2.63894440e-01 -6.44381571e-03
1.49473958e-01 8.08648735e-02 2.77409329e-02 -2.97447100e-01
-1.10651022e-01 -5.55212597e-02]
[ -3.53791125e-01 2.60596362e-02 1.13198498e-02 -3.51956089e-02
1.75755436e-01 -1.70974365e-01 1.48359666e-02 2.33936207e-01
-9.36248225e-02 6.62584234e-02]
[ 1.40714377e-01 1.79526155e-02 -2.36908311e-01 -9.15388647e-02
1.32587256e-01 -2.94745333e-01 7.46639454e-02 -1.68274609e-01
-5.27008165e-03 -1.96831620e-01]
[ 2.13177683e-01 -1.71550444e-01 6.49259303e-02 -1.90637467e-02
7.96499516e-02 -3.62049831e-02 2.68281205e-02 -1.36532404e-01
1.16122294e-01 -1.76727417e-01]
[ -1.03215076e-01 -6.22381194e-02 1.22261048e-01 1.12014492e-01
3.55269874e-02 -1.14232105e-01 2.50366228e-01 -7.75952704e-02
1.86169500e-01 -1.23299407e-03]
[ -1.23943845e-02 -2.03999214e-01 1.96872784e-01 -2.59520654e-01
-1.30009197e-02 1.19871299e-01 8.92460754e-02 -1.17767928e-01
1.34409441e-02 2.09581726e-01]]
[[ 0.62857987]
[ 1.60874584]
[ 0.27296267]
[ 0.88453569]
[-2.67656938]
[-0.25667133]
[-1.60947668]
[ 0.06820332]
[ 0.70096967]
[ 0.89489156]]
Progress: 33.5% ... Training loss: 0.281 ... Validation loss: 0.458[[ 1.64235413e-01 2.18992590e-01 -1.04374028e-01 1.13883184e-01
-5.42104625e-01 -7.25487581e-02 -6.58997636e-02 1.22458063e-01
-5.61370011e-02 1.91737098e-01]
[ 1.53707863e-02 1.56066495e-01 -1.88490312e-02 4.67351343e-02
8.38283741e-02 -7.02815061e-03 3.08011435e-01 4.13944269e-02
1.42838438e-01 -2.61994260e-02]
[ 1.75945728e-01 6.57508509e-01 7.67674355e-03 -4.19619379e-02
4.83145854e-01 -2.08749723e-02 -7.36520818e-01 -4.08325296e-02
4.71353935e-02 2.66328226e-01]
[ 1.01991980e-02 -3.39467290e-01 -2.16572099e-01 1.01267330e-01
-1.53725528e-02 1.47112197e-01 1.67162731e-01 5.91693234e-02
7.02429929e-02 2.10528595e-01]
[ -1.28646524e-02 1.19311699e-01 -1.46803095e-01 4.58511680e-02
-8.96708873e-03 -1.82092791e-01 5.76086758e-02 -1.18273469e-01
-1.88395486e-01 -2.66308834e-02]
[ -3.78801619e-01 -5.86330498e-01 -2.94531956e-01 1.62401885e-01
3.70549634e-02 4.07236359e-02 2.78145698e-01 -3.72413259e-02
-1.56518516e-02 -8.29353749e-03]
[ 6.63723761e-05 -1.99483375e-01 1.14651945e-02 9.60145627e-02
-2.13880016e-02 -7.29924344e-02 1.67276922e-01 -1.90137623e-01
1.98255960e-01 3.75978389e-02]
[ 1.09981002e-01 -2.47001943e-01 3.35579774e-02 -7.24500648e-02
7.94447344e-02 -4.71517649e-02 8.00286897e-02 1.19648198e-01
7.81810307e-02 -2.71008938e-02]
[ -1.77635884e-01 -1.39977454e-01 -3.05174873e-01 -2.70941251e-02
9.66731294e-03 7.09913647e-02 -1.47388821e-01 -2.92828593e-02
2.57841990e-01 -1.37361849e-01]
[ 6.03594233e-02 -3.71637282e-01 9.22546361e-02 3.89181641e-02
-3.46433548e-02 -1.19649594e-01 1.66238010e-01 -1.02921748e-01
2.77105654e-02 1.12372523e-01]
[ -8.93087907e-02 -5.24614101e-02 -1.69602943e-03 -1.52869248e-01
1.20977695e-02 2.06871018e-02 1.87453603e-01 -1.03329876e-01
-1.94612999e-02 -1.33958312e-01]
[ -1.23522624e-01 -1.52375582e-01 -7.24793068e-02 -9.93856038e-03
3.92971744e-01 1.03310989e-01 1.11118308e-01 -1.67813926e-02
-1.76011960e-01 -2.21291852e-01]
[ -1.57074816e-01 4.29642250e-03 6.18609527e-02 2.15283224e-02
-1.71875777e-01 -2.19670702e-01 -1.77826155e-01 -1.97032669e-01
8.68104419e-02 1.73855552e-01]
[ -2.60213501e-01 -3.03541903e-01 1.03946357e-01 2.38542793e-01
-9.65825239e-02 -7.21963595e-02 4.36236065e-02 -2.58421988e-01
-2.48286361e-01 -5.57326889e-02]
[ 1.07914689e-01 -1.56321783e-01 -1.98327653e-02 1.24041294e-01
-3.81177446e-02 -8.88892183e-02 2.11487840e-01 3.62838753e-03
3.13013597e-02 1.11543396e-02]
[ 3.78144160e-02 -8.95762065e-02 -2.10676568e-01 1.52054793e-01
-4.69058825e-02 8.37639445e-02 -4.76513613e-02 -1.97869140e-02
-8.91222730e-02 -3.76820729e-03]
[ -1.15359560e-01 -5.99949447e-02 -2.00071822e-01 1.64291682e-01
-1.69007692e-02 1.31666342e-01 -2.89819070e-03 -2.49728806e-01
7.65308403e-02 -1.90481356e-01]
[ -7.25683242e-02 -4.98324313e-02 2.73939269e-01 9.36613328e-02
1.32871127e-01 -5.95179037e-02 -1.12529333e-01 1.20275197e-01
6.91865211e-02 2.91280341e-02]
[ 5.93901089e-02 -1.96817059e-02 8.92926182e-02 9.23503400e-02
4.26144693e-02 -1.82893012e-02 2.20529146e-01 1.20821709e-01
-2.51040005e-02 -5.86402815e-02]
[ 1.23644614e-02 -1.44760880e-01 -2.89802430e-01 -4.62499877e-02
1.54930782e-01 -9.32159489e-02 1.52191244e-01 1.63879968e-01
1.12326073e-01 -2.57918274e-02]
[ 4.63046622e-02 -2.10385213e-02 -1.17897038e-01 3.97583829e-02
-8.34243158e-02 3.23150551e-01 2.69389161e-01 2.04513227e-01
-1.64043279e-01 -6.55967354e-02]
[ 2.39081831e-04 -1.70843286e-02 1.21918197e-01 1.03270493e-01
6.96650049e-03 1.06305333e-01 -1.17587674e-01 -4.17696437e-02
2.11359275e-01 7.53642185e-02]
[ 1.10641939e-01 7.79244808e-02 -4.53854399e-02 -9.78214523e-02
-9.83859037e-02 -3.30344587e-01 1.13749250e-01 8.70984454e-03
1.43591091e-01 9.04438493e-02]
[ -1.01006487e-01 -1.42794194e-02 -1.58825110e-02 2.16195086e-02
7.50942982e-03 -2.03561258e-01 -7.91648459e-02 -1.99873213e-02
1.54156345e-02 1.26623344e-01]
[ -1.51964932e-01 -1.00795197e-01 -2.00125959e-01 -1.20716200e-02
-2.62616428e-01 -2.08894434e-03 2.30104761e-02 -2.44018349e-02
-3.60418666e-03 5.17679769e-02]
[ -3.06190318e-02 -1.00566599e-01 -7.49233708e-02 -1.27245961e-01
5.31423571e-01 2.76059281e-01 5.72222990e-01 1.13047151e-01
-1.81912243e-01 -3.77782838e-01]
[ -1.69891155e-02 -3.95147476e-01 -3.03476433e-02 -7.37292634e-02
6.61616136e-01 1.01083905e-01 5.28947060e-01 9.13963053e-02
2.91953071e-02 -3.84809614e-01]
[ 1.13755609e-02 -4.50618147e-01 -4.31564611e-02 -1.06702246e-01
6.73957274e-01 2.33215323e-02 4.97398783e-01 4.87354206e-02
-3.63298473e-01 -2.18468049e-01]
[ -1.69574541e-01 -5.95869925e-01 -9.12496652e-03 -2.02093823e-01
7.65536966e-01 -9.11556646e-02 6.23557744e-01 -8.27836897e-02
-6.68143162e-02 8.46775670e-02]
[ -2.92512459e-01 -4.08306647e-01 5.61567490e-02 -4.58913053e-02
9.10442687e-01 1.41657422e-01 4.25553780e-01 4.77405750e-02
-8.75072014e-02 -1.34795544e-01]
[ -2.06302709e-01 -3.09703910e-01 2.50854351e-01 -2.44942028e-01
6.69470508e-01 -4.38646691e-02 6.93446208e-01 1.29521204e-02
-2.58592688e-01 -2.98714592e-02]
[ -1.29238776e-01 -2.22687107e-01 -1.80474968e-01 -9.99225252e-02
4.85536480e-01 -2.30553944e-01 1.77597874e-01 1.69066132e-01
-8.25453111e-03 -1.17694453e-01]
[ 1.10949412e-01 2.44603695e-01 1.64031013e-01 -9.13784989e-02
-7.91273611e-02 5.01103748e-02 -1.50512485e-01 2.83017521e-01
7.52101904e-02 1.78556377e-01]
[ 3.48085497e-01 3.21307557e-01 -8.34441270e-02 3.10883578e-01
-8.73204863e-01 -2.87045066e-01 -4.76266060e-01 1.77214393e-01
3.81531454e-01 -3.42564786e-02]
[ 4.50224863e-02 1.29998079e-01 2.52109485e-01 2.46530855e-01
-5.09344120e-02 -1.95117270e-01 -1.72918326e-01 -1.33198494e-01
-1.42014255e-01 -2.92422997e-01]
[ 2.51810135e-02 -5.93603718e-02 -1.17660127e-01 -5.18520471e-02
2.29162008e-01 3.98796788e-02 -1.00511611e-02 -1.84436125e-01
3.58205729e-02 2.10077140e-01]
[ 1.26633414e-03 -4.98771442e-02 -6.68975353e-02 -5.10159974e-02
-2.46522446e-02 -1.77230277e-01 8.47523595e-02 9.98603731e-03
3.71763476e-02 4.96230451e-03]
[ 2.82598820e-02 7.12926736e-02 2.43871914e-01 7.28010498e-02
-2.24778589e-01 -1.34651413e-01 1.11834779e-01 3.95068538e-02
-1.86461322e-01 1.06166048e-01]
[ 7.25052689e-02 3.49785041e-02 1.07842141e-01 8.02292802e-03
-2.40854369e-01 6.84538375e-02 6.16474882e-02 -2.70791216e-01
-1.69564007e-02 -8.82441427e-02]
[ -7.04525865e-03 1.03207454e-01 8.64703526e-02 -2.43273215e-02
-5.91256983e-02 1.79039609e-01 8.74347378e-02 1.18889198e-01
-1.71112386e-02 1.77754900e-01]
[ 2.16082440e-01 5.83742914e-02 2.64195848e-02 7.39372871e-02
5.78884080e-02 -2.12382704e-02 -1.54142067e-01 1.47875927e-01
-6.00928716e-02 -2.69663102e-02]
[ 4.46235798e-02 -3.39654347e-04 1.78927558e-02 4.44333364e-02
-4.20793418e-01 -1.23764070e-01 -2.11410668e-01 4.14269258e-02
1.21694226e-01 1.96013771e-01]
[ 4.41708568e-02 5.06264938e-01 1.21861616e-01 4.14299973e-01
-1.12091201e+00 -3.03164724e-01 -5.94308386e-01 -7.24278242e-02
2.85845375e-01 3.27528950e-01]
[ 1.84342240e-01 5.12548300e-01 6.85704620e-02 4.33511209e-01
-9.29381603e-01 -8.64554622e-02 -4.53164938e-01 1.51699187e-01
2.16055099e-01 4.91412959e-01]
[ 2.57575065e-01 3.12167745e-01 2.47363825e-01 1.50666550e-01
-4.35831224e-01 7.94816186e-02 -2.21441082e-01 1.62876498e-01
2.41674764e-01 8.09258993e-02]
[ -7.06971981e-02 2.28153797e-01 2.42860622e-01 2.10556268e-02
-5.15109145e-02 1.29390966e-01 -1.08055733e-01 -1.48526596e-02
-2.92644241e-02 5.46660714e-02]
[ -9.73633104e-02 -1.99319667e-03 2.53569999e-02 9.51320927e-02
-5.67197792e-02 1.15412658e-01 2.50520546e-01 2.02861008e-02
-2.73405766e-01 -9.15195271e-02]
[ -2.24640268e-01 -3.79205375e-02 -9.51359118e-02 -3.50020803e-01
1.99308428e-01 1.21263103e-01 1.15598941e-01 1.03020928e-01
-2.11802899e-01 2.65211486e-02]
[ 1.08815359e-02 -3.88868330e-01 -1.27183082e-01 -1.60663885e-01
3.69404933e-01 2.56503844e-02 1.82793510e-01 1.52554764e-01
-1.64645900e-01 -2.21279169e-01]
[ 1.30314629e-01 -2.11944165e-01 -1.47351851e-01 -5.87610139e-03
5.88169561e-02 -5.44460913e-02 5.56388713e-02 -1.51233790e-01
1.27250822e-01 -1.32841548e-01]
[ -1.15359215e-01 8.83783491e-02 2.63714020e-01 -6.99617262e-03
1.50509242e-01 8.10280053e-02 2.90017176e-02 -2.97486648e-01
-1.11095934e-01 -5.61414989e-02]
[ -3.53626122e-01 2.61100009e-02 1.13880311e-02 -3.50633897e-02
1.75968045e-01 -1.71023447e-01 1.47664187e-02 2.33949130e-01
-9.34695243e-02 6.64815781e-02]
[ 1.41260623e-01 1.91231164e-02 -2.36676429e-01 -9.07386468e-02
1.30045688e-01 -2.94991560e-01 7.34437426e-02 -1.68211680e-01
-4.68435206e-03 -1.96105867e-01]
[ 2.13586344e-01 -1.70294458e-01 6.51246523e-02 -1.84455060e-02
7.85878616e-02 -3.63727287e-02 2.58831425e-02 -1.36478080e-01
1.16615449e-01 -1.76039793e-01]
[ -1.04061785e-01 -6.44884688e-02 1.21869947e-01 1.10671801e-01
3.92645519e-02 -1.13856499e-01 2.52440833e-01 -7.76913456e-02
1.85190965e-01 -2.42581163e-03]
[ -1.19199960e-02 -2.02229056e-01 1.97049240e-01 -2.58851675e-01
-1.58786752e-02 1.19625926e-01 8.77211744e-02 -1.17713034e-01
1.40349994e-02 2.10277865e-01]]
[[ 0.6252311 ]
[ 1.60834597]
[ 0.26897899]
[ 0.87980735]
[-2.68337613]
[-0.25981338]
[-1.61470922]
[ 0.06537189]
[ 0.69590991]
[ 0.89055378]]
Progress: 33.6% ... Training loss: 0.279 ... Validation loss: 0.455[[ 1.64557329e-01 2.20575353e-01 -1.04197563e-01 1.14428945e-01
-5.44743177e-01 -7.26288418e-02 -6.77376280e-02 1.22489365e-01
-5.56397663e-02 1.92210831e-01]
[ 1.46596100e-02 1.54266393e-01 -1.91739165e-02 4.57417490e-02
8.66838550e-02 -6.71070371e-03 3.09693332e-01 4.13162200e-02
1.42103360e-01 -2.72580928e-02]
[ 1.75639667e-01 6.57631053e-01 7.37520976e-03 -4.30239158e-02
4.88428901e-01 -2.06288633e-02 -7.36756291e-01 -4.08916288e-02
4.66678968e-02 2.65785184e-01]
[ 7.94027691e-03 -3.46026937e-01 -2.17563190e-01 9.81619677e-02
-5.49279983e-03 1.48064971e-01 1.73415936e-01 5.89282896e-02
6.80429025e-02 2.07434287e-01]
[ -1.19773936e-02 1.23943616e-01 -1.46309618e-01 4.74604994e-02
-1.24274094e-02 -1.82508399e-01 5.41098592e-02 -1.18139272e-01
-1.87424600e-01 -2.52063826e-02]
[ -3.78318226e-01 -5.86407496e-01 -2.94247381e-01 1.63442498e-01
3.25177370e-02 4.04527251e-02 2.77799295e-01 -3.71741634e-02
-1.50138746e-02 -7.51148909e-03]
[ 1.10529125e-05 -1.99190969e-01 1.13950426e-02 9.59369742e-02
-2.12179257e-02 -7.29177075e-02 1.67239349e-01 -1.90147502e-01
1.98295836e-01 3.73649852e-02]
[ 1.09844275e-01 -2.47407135e-01 3.35001975e-02 -7.26184221e-02
7.96852081e-02 -4.70920874e-02 8.02015371e-02 1.19635079e-01
7.81475994e-02 -2.71317838e-02]
[ -1.77283886e-01 -1.38794213e-01 -3.05024999e-01 -2.65355170e-02
7.61483539e-03 7.08450526e-02 -1.48539230e-01 -2.92442404e-02
2.58298169e-01 -1.36855788e-01]
[ 6.19087606e-02 -3.67798656e-01 9.29073580e-02 4.12014633e-02
-4.25513798e-02 -1.20270348e-01 1.62410283e-01 -1.02751134e-01
2.95651138e-02 1.14583602e-01]
[ -9.01995539e-02 -5.51456846e-02 -2.08821338e-03 -1.53982793e-01
1.42649632e-02 2.10574643e-02 1.89870617e-01 -1.03425002e-01
-2.03080559e-02 -1.35204207e-01]
[ -1.23537852e-01 -1.52536475e-01 -7.24333277e-02 -9.75504022e-03
3.92533421e-01 1.03278562e-01 1.11167484e-01 -1.67740967e-02
-1.75919151e-01 -2.21232669e-01]
[ -1.57074816e-01 4.29642250e-03 6.18609527e-02 2.15283224e-02
-1.71875777e-01 -2.19670702e-01 -1.77826155e-01 -1.97032669e-01
8.68104419e-02 1.73855552e-01]
[ -2.60344779e-01 -3.04091688e-01 1.03922178e-01 2.38561375e-01
-9.71356288e-02 -7.21768254e-02 4.40341102e-02 -2.58426210e-01
-2.48402715e-01 -5.58591212e-02]
[ 1.08562019e-01 -1.55663296e-01 -1.95428587e-02 1.24995995e-01
-4.08975461e-02 -8.91688268e-02 2.10572241e-01 3.69877790e-03
3.20532348e-02 1.20530587e-02]
[ 3.72976200e-02 -9.01948856e-02 -2.10859702e-01 1.51420470e-01
-4.52767248e-02 8.40009265e-02 -4.68708048e-02 -1.98388312e-02
-8.96418897e-02 -4.45647172e-03]
[ -1.14654314e-01 -5.77925017e-02 -1.99764344e-01 1.65313157e-01
-2.03161473e-02 1.31371003e-01 -4.96294508e-03 -2.49649166e-01
7.73607047e-02 -1.89411109e-01]
[ -7.19939797e-02 -4.87715945e-02 2.74164049e-01 9.44725865e-02
1.30715175e-01 -5.97455642e-02 -1.13565998e-01 1.20333842e-01
6.98547407e-02 2.98138985e-02]
[ 5.79504806e-02 -2.34478291e-02 8.86258447e-02 9.02269093e-02
4.81413831e-02 -1.76737130e-02 2.24257903e-01 1.20658520e-01
-2.67499924e-02 -6.08622587e-02]
[ 1.19895149e-02 -1.46018433e-01 -2.90023348e-01 -4.69399638e-02
1.56780421e-01 -9.30012511e-02 1.53048816e-01 1.63831346e-01
1.11849521e-01 -2.63980032e-02]
[ 4.70176814e-02 -1.91518286e-02 -1.17541803e-01 4.09430316e-02
-8.70431239e-02 3.22794248e-01 2.67434707e-01 2.04596691e-01
-1.63092816e-01 -6.44441314e-02]
[ 8.01233603e-04 -1.54419222e-02 1.22176728e-01 1.04086154e-01
4.74302611e-03 1.06083989e-01 -1.18966623e-01 -4.17080666e-02
2.12000490e-01 7.62556820e-02]
[ 1.10566833e-01 7.77801469e-02 -4.54276362e-02 -9.79133176e-02
-9.79960320e-02 -3.30308048e-01 1.13928961e-01 8.70203580e-03
1.43499067e-01 9.03358476e-02]
[ -1.01080111e-01 -1.45127889e-02 -1.59064627e-02 2.15694127e-02
7.44187116e-03 -2.03545343e-01 -7.91151336e-02 -1.99924039e-02
1.54044810e-02 1.26570428e-01]
[ -1.51912300e-01 -1.00682761e-01 -2.00094221e-01 -1.19349754e-02
-2.63377088e-01 -2.13076392e-03 2.29925482e-02 -2.43919267e-02
-3.48353237e-03 5.18972126e-02]
[ -3.07334950e-02 -1.00991355e-01 -7.49737110e-02 -1.27403541e-01
5.31801246e-01 2.76110221e-01 5.72665043e-01 1.13035923e-01
-1.82035568e-01 -3.77938382e-01]
[ -1.70157351e-02 -3.95596324e-01 -3.03577404e-02 -7.37554053e-02
6.61546440e-01 1.01090844e-01 5.29294246e-01 9.13947707e-02
2.91728481e-02 -3.84852154e-01]
[ 1.13906185e-02 -4.51003462e-01 -4.31474095e-02 -1.06664275e-01
6.73724655e-01 2.33077672e-02 4.97760708e-01 4.87384532e-02
-3.63269911e-01 -2.18450775e-01]
[ -1.69582366e-01 -5.95887684e-01 -9.12791408e-03 -2.02104250e-01
7.65569214e-01 -9.11524659e-02 6.23573073e-01 -8.27844302e-02
-6.68213319e-02 8.46696070e-02]
[ -2.92468312e-01 -4.08552077e-01 5.62348251e-02 -4.56266862e-02
9.09648007e-01 1.41585729e-01 4.25622816e-01 4.77586777e-02
-8.73246248e-02 -1.34588921e-01]
[ -2.06352195e-01 -3.09926604e-01 2.50839586e-01 -2.45005101e-01
6.69706703e-01 -4.38429621e-02 6.93624420e-01 1.29467906e-02
-2.58654216e-01 -2.99484209e-02]
[ -1.29038514e-01 -2.22365976e-01 -1.80384354e-01 -9.96045835e-02
4.84615596e-01 -2.30644838e-01 1.77183345e-01 1.69088957e-01
-8.00908503e-03 -1.17378978e-01]
[ 1.09801657e-01 2.42081968e-01 1.63501324e-01 -9.31570564e-02
-7.47018702e-02 5.06303698e-02 -1.48123363e-01 2.82888546e-01
7.38774335e-02 1.76808682e-01]
[ 3.47859168e-01 3.21190714e-01 -8.35505965e-02 3.10701618e-01
-8.73037024e-01 -2.86910229e-01 -4.75717404e-01 1.77188633e-01
3.81453464e-01 -3.45431292e-02]
[ 4.50800318e-02 1.30089819e-01 2.52132513e-01 2.46609020e-01
-5.11577311e-02 -1.95139773e-01 -1.72997449e-01 -1.33192577e-01
-1.41950178e-01 -2.92348214e-01]
[ 2.53798596e-02 -5.88544039e-02 -1.17578634e-01 -5.15724383e-02
2.28448004e-01 3.97973225e-02 -1.05564576e-02 -1.84416609e-01
3.60383749e-02 2.10327689e-01]
[ 1.55051457e-03 -4.90241439e-02 -6.67858514e-02 -5.06724340e-02
-2.59033351e-02 -1.77356742e-01 8.40223001e-02 1.00106031e-02
3.74355844e-02 5.27216893e-03]
[ 2.78363693e-02 7.02647220e-02 2.43686729e-01 7.21939726e-02
-2.23026000e-01 -1.34472084e-01 1.12854140e-01 3.94621574e-02
-1.86919965e-01 1.05571711e-01]
[ 7.28723766e-02 3.57255518e-02 1.08012046e-01 8.55802199e-03
-2.42475328e-01 6.82953594e-02 6.07947284e-02 -2.70753679e-01
-1.65442276e-02 -8.77200928e-02]
[ -7.44134712e-03 1.02140611e-01 8.62836578e-02 -2.49309344e-02
-5.72684870e-02 1.79218603e-01 8.84737792e-02 1.18843510e-01
-1.75712224e-02 1.77187118e-01]
[ 2.17383983e-01 6.18710140e-02 2.69726314e-02 7.57522636e-02
5.23142509e-02 -2.17677264e-02 -1.57726381e-01 1.48003352e-01
-5.86591746e-02 -2.50833025e-02]
[ 4.50819706e-02 7.76921564e-04 1.80824590e-02 4.50674252e-02
-4.22153808e-01 -1.23944606e-01 -2.12593556e-01 4.14757810e-02
1.22189214e-01 1.96635632e-01]
[ 4.40980567e-02 5.06258149e-01 1.21815278e-01 4.14213497e-01
-1.12107320e+00 -3.03136648e-01 -5.93995984e-01 -7.24334678e-02
2.85716588e-01 3.27384531e-01]
[ 1.83646530e-01 5.10722411e-01 6.82484811e-02 4.32525923e-01
-9.26961812e-01 -8.61426220e-02 -4.51537908e-01 1.51623146e-01
2.15296642e-01 4.90386689e-01]
[ 2.58335053e-01 3.14225077e-01 2.47748920e-01 1.51947310e-01
-4.39635968e-01 7.91081051e-02 -2.23498816e-01 1.62975212e-01
2.42671786e-01 8.21454680e-02]
[ -7.08581978e-02 2.27780217e-01 2.42791209e-01 2.08369345e-02
-5.08327448e-02 1.29456489e-01 -1.07686966e-01 -1.48655181e-02
-2.94368401e-02 5.44457358e-02]
[ -9.73063742e-02 -1.85690820e-03 2.53835657e-02 9.52582030e-02
-5.69457779e-02 1.15382463e-01 2.50308841e-01 2.02934495e-02
-2.73326051e-01 -9.14113068e-02]
[ -2.24270033e-01 -3.71071516e-02 -9.49593640e-02 -3.49446761e-01
1.97537404e-01 1.21095941e-01 1.14698793e-01 1.03064326e-01
-2.11343259e-01 2.71006690e-02]
[ 1.07322322e-02 -3.89329638e-01 -1.27247454e-01 -1.60878667e-01
3.70003325e-01 2.57122027e-02 1.83232409e-01 1.52538806e-01
-1.64816875e-01 -2.21495104e-01]
[ 1.29061130e-01 -2.15451656e-01 -1.47947841e-01 -7.73070588e-03
6.23887195e-02 -5.38876919e-02 5.88867499e-02 -1.51376517e-01
1.25904171e-01 -1.34753798e-01]
[ -1.16441043e-01 8.56728955e-02 2.63248162e-01 -8.43929249e-03
1.54557814e-01 8.14698963e-02 3.16273665e-02 -2.97589492e-01
-1.12184603e-01 -5.77037540e-02]
[ -3.53201337e-01 2.69874330e-02 1.15714651e-02 -3.43953885e-02
1.74135467e-01 -1.71218432e-01 1.37967332e-02 2.33993637e-01
-9.29737283e-02 6.71290277e-02]
[ 1.42311531e-01 2.21377886e-02 -2.36181800e-01 -8.90845987e-02
1.25829846e-01 -2.95448971e-01 7.05983255e-02 -1.68083644e-01
-3.32466958e-03 -1.94382392e-01]
[ 2.12905195e-01 -1.72200041e-01 6.48272031e-02 -1.94341094e-02
8.14424904e-02 -3.60705918e-02 2.78447508e-02 -1.36551661e-01
1.15814422e-01 -1.77033060e-01]
[ -1.03690327e-01 -6.34339467e-02 1.22014470e-01 1.11196660e-01
3.76510608e-02 -1.13995670e-01 2.51348979e-01 -7.76561245e-02
1.85548033e-01 -1.94674010e-03]
[ -1.01073250e-02 -1.98063697e-01 1.97892469e-01 -2.56058980e-01
-2.48708829e-02 1.18832249e-01 8.34314585e-02 -1.17518863e-01
1.61594018e-02 2.12920005e-01]]
[[ 0.62711029]
[ 1.61042444]
[ 0.27168171]
[ 0.88183559]
[-2.68111154]
[-0.25785036]
[-1.61222284]
[ 0.06712588]
[ 0.69790332]
[ 0.89267601]]
Progress: 33.6% ... Training loss: 0.281 ... Validation loss: 0.455[[ 1.64503071e-01 2.21689598e-01 -1.04237841e-01 1.14382048e-01
-5.44925357e-01 -7.26797398e-02 -6.88862674e-02 1.22483697e-01
-5.56336645e-02 1.92116655e-01]
[ 1.41927195e-02 1.53632101e-01 -1.93408010e-02 4.50999807e-02
8.87101201e-02 -6.52008876e-03 3.10442769e-01 4.12662356e-02
1.41608058e-01 -2.78356258e-02]
[ 1.78146380e-01 6.66172677e-01 8.40189140e-03 -3.98766169e-02
4.80360491e-01 -2.15634236e-02 -7.45036207e-01 -4.06461871e-02
4.91623420e-02 2.69425385e-01]
[ 1.08665028e-02 -3.39269339e-01 -2.16142887e-01 1.02693243e-01
-1.68033288e-02 1.46911425e-01 1.67539605e-01 5.92773687e-02
7.14442171e-02 2.11832381e-01]
[ -1.43545415e-02 1.17246696e-01 -1.47419170e-01 4.39671827e-02
-3.96616846e-03 -1.81673715e-01 5.94056337e-02 -1.18386520e-01
-1.89953968e-01 -2.88219248e-02]
[ -3.79765063e-01 -5.90241875e-01 -2.94851488e-01 1.61583224e-01
3.65879415e-02 4.09453079e-02 2.81482420e-01 -3.73232375e-02
-1.64651956e-02 -9.55298143e-03]
[ -1.01426012e-03 -2.00972335e-01 1.09643080e-02 9.45445983e-02
-1.74504194e-02 -7.25259618e-02 1.69266807e-01 -1.90246637e-01
1.97338651e-01 3.60587646e-02]
[ 1.11809048e-01 -2.42141575e-01 3.43921367e-02 -6.97077508e-02
7.10772718e-02 -4.79791113e-02 7.47446714e-02 1.19859206e-01
8.03542990e-02 -2.43082679e-02]
[ -1.76286542e-01 -1.36221372e-01 -3.04575622e-01 -2.51521008e-02
3.68752738e-03 7.04641687e-02 -1.50817020e-01 -2.91386065e-02
2.59338596e-01 -1.35470256e-01]
[ 6.09895979e-02 -3.68498800e-01 9.25203638e-02 4.00163457e-02
-4.08944293e-02 -1.20012559e-01 1.63256339e-01 -1.02838794e-01
2.86856782e-02 1.13379932e-01]
[ -8.92874208e-02 -5.33781384e-02 -1.61583628e-03 -1.52483999e-01
1.01528487e-02 2.06230467e-02 1.88135873e-01 -1.03309149e-01
-1.91625936e-02 -1.33850738e-01]
[ -1.23040856e-01 -1.51381222e-01 -7.22122357e-02 -9.02627865e-03
3.90291052e-01 1.03071611e-01 1.10032100e-01 -1.67207382e-02
-1.75346557e-01 -2.20521133e-01]
[ -1.57074816e-01 4.29642250e-03 6.18609527e-02 2.15283224e-02
-1.71875777e-01 -2.19670702e-01 -1.77826155e-01 -1.97032669e-01
8.68104419e-02 1.73855552e-01]
[ -2.60922048e-01 -3.05636786e-01 1.03690115e-01 2.37859604e-01
-9.57162035e-02 -7.19857793e-02 4.55609504e-02 -2.58482357e-01
-2.48920403e-01 -5.67116728e-02]
[ 1.07632666e-01 -1.57802530e-01 -1.99577692e-02 1.23681754e-01
-3.77619547e-02 -8.88237611e-02 2.12673557e-01 3.59477553e-03
3.09940652e-02 1.07047160e-02]
[ 3.69840779e-02 -9.11561659e-02 -2.11007028e-01 1.50918221e-01
-4.37725617e-02 8.41339965e-02 -4.59149753e-02 -1.98761749e-02
-9.00219197e-02 -4.94158055e-03]
[ -1.15579659e-01 -5.97318663e-02 -2.00128131e-01 1.64113596e-01
-1.72693752e-02 1.31713558e-01 -2.90690417e-03 -2.49732520e-01
7.64954511e-02 -1.90662726e-01]
[ -7.20557327e-02 -4.85813649e-02 2.74144355e-01 9.43409348e-02
1.31401683e-01 -5.97040763e-02 -1.13676115e-01 1.20321564e-01
6.97943285e-02 2.98602718e-02]
[ 5.76720296e-02 -2.39923964e-02 8.84655833e-02 8.97792954e-02
4.92097311e-02 -1.75489561e-02 2.24712077e-01 1.20623761e-01
-2.70883361e-02 -6.13351507e-02]
[ 1.27103344e-02 -1.43982726e-01 -2.89730394e-01 -4.59234658e-02
1.53849711e-01 -9.33139676e-02 1.50861503e-01 1.63909496e-01
1.12611953e-01 -2.52799986e-02]
[ 4.77822812e-02 -1.75316276e-02 -1.17172492e-01 4.20925993e-02
-9.04092897e-02 3.22456365e-01 2.65612049e-01 2.04684556e-01
-1.62171193e-01 -6.33767808e-02]
[ 1.82567694e-03 -1.24540580e-02 1.22659310e-01 1.05668401e-01
1.61640150e-04 1.05618319e-01 -1.21465578e-01 -4.15855219e-02
2.13143604e-01 7.76994620e-02]
[ 1.10746239e-01 7.82837668e-02 -4.53390573e-02 -9.76929238e-02
-9.88789611e-02 -3.30367740e-01 1.13435276e-01 8.71865417e-03
1.43698613e-01 9.05811746e-02]
[ -1.00390505e-01 -1.28188449e-02 -1.56022921e-02 2.25616245e-02
4.77142448e-03 -2.03822054e-01 -8.07639418e-02 -1.99166482e-02
1.61485233e-02 1.27557376e-01]
[ -1.51715495e-01 -1.00362127e-01 -1.99987301e-01 -1.15563693e-02
-2.64503791e-01 -2.23965356e-03 2.26358113e-02 -2.43634241e-02
-3.19477112e-03 5.22612767e-02]
[ -3.06762983e-02 -1.00866105e-01 -7.49593639e-02 -1.27355185e-01
5.31615931e-01 2.76094148e-01 5.72508929e-01 1.13040025e-01
-1.81984491e-01 -3.77909810e-01]
[ -1.72074007e-02 -3.96105120e-01 -3.04449419e-02 -7.40368324e-02
6.62259373e-01 1.01173349e-01 5.29831222e-01 9.13735412e-02
2.89788160e-02 -3.85135484e-01]
[ 1.09373825e-02 -4.52180947e-01 -4.33486276e-02 -1.07323723e-01
6.75697925e-01 2.34854551e-02 4.98873904e-01 4.86904551e-02
-3.63766446e-01 -2.19105083e-01]
[ -1.69645682e-01 -5.96125343e-01 -9.14474061e-03 -2.02170116e-01
7.65833642e-01 -9.11366437e-02 6.23762176e-01 -8.27897961e-02
-6.68713152e-02 8.46198100e-02]
[ -2.92245427e-01 -4.08181258e-01 5.63627936e-02 -4.51955953e-02
9.08354593e-01 1.41459480e-01 4.25261600e-01 4.77910974e-02
-8.69874580e-02 -1.34166774e-01]
[ -2.06284771e-01 -3.09978402e-01 2.50896525e-01 -2.44822450e-01
6.69265492e-01 -4.38981044e-02 6.93641962e-01 1.29604901e-02
-2.58519027e-01 -2.98371604e-02]
[ -1.29368951e-01 -2.23262318e-01 -1.80513498e-01 -1.00022028e-01
4.85767271e-01 -2.30519971e-01 1.78172152e-01 1.69056122e-01
-8.34132106e-03 -1.17753687e-01]
[ 1.09801657e-01 2.42081968e-01 1.63501324e-01 -9.31570564e-02
-7.47018702e-02 5.06303698e-02 -1.48123363e-01 2.82888546e-01
7.38774335e-02 1.76808682e-01]
[ 3.48293791e-01 3.22749488e-01 -8.33380092e-02 3.11400750e-01
-8.75232372e-01 -2.87097841e-01 -4.76950982e-01 1.77238461e-01
3.81953603e-01 -3.38763548e-02]
[ 4.49644038e-02 1.29663382e-01 2.52089481e-01 2.46429427e-01
-5.05293368e-02 -1.95093663e-01 -1.72623756e-01 -1.33205189e-01
-1.42080939e-01 -2.92528301e-01]
[ 2.47883029e-02 -6.02909155e-02 -1.17836158e-01 -5.24283668e-02
2.30734781e-01 4.00351415e-02 -9.20100155e-03 -1.84479241e-01
3.53826594e-02 2.09534376e-01]
[ 1.40084030e-03 -4.93944352e-02 -6.68464306e-02 -5.08793976e-02
-2.52970782e-02 -1.77295084e-01 8.43961137e-02 9.99478738e-03
3.72824354e-02 5.06137250e-03]
[ 2.79108779e-02 7.06580291e-02 2.43701068e-01 7.23299245e-02
-2.23393898e-01 -1.34518513e-01 1.12479057e-01 3.94849463e-02
-1.86782297e-01 1.05650367e-01]
[ 7.32033410e-02 3.65473733e-02 1.08128814e-01 9.01012441e-03
-2.43883040e-01 6.81648398e-02 5.99574057e-02 -2.70723413e-01
-1.61906276e-02 -8.72506041e-02]
[ -7.38887225e-03 1.02318176e-01 8.63018605e-02 -2.49143741e-02
-5.81542558e-02 1.79205536e-01 8.81865922e-02 1.18840978e-01
-1.75182207e-02 1.77287520e-01]
[ 2.17301292e-01 6.16173193e-02 2.69241486e-02 7.56065601e-02
5.28605485e-02 -2.17478965e-02 -1.57321387e-01 1.47991862e-01
-5.87915365e-02 -2.52445032e-02]
[ 4.50938958e-02 8.47392293e-04 1.80636463e-02 4.49792148e-02
-4.21938286e-01 -1.23935330e-01 -2.12698660e-01 4.14680409e-02
1.22122383e-01 1.96489838e-01]
[ 4.44622785e-02 5.06861858e-01 1.21954916e-01 4.14709161e-01
-1.12238938e+00 -3.03286586e-01 -5.94791090e-01 -7.23971996e-02
2.86094869e-01 3.27846364e-01]
[ 1.83586129e-01 5.11061407e-01 6.82865346e-02 4.32549894e-01
-9.27237065e-01 -8.61399781e-02 -4.51828429e-01 1.51621032e-01
2.15309119e-01 4.90439795e-01]
[ 2.59204102e-01 3.16896506e-01 2.48167241e-01 1.53373412e-01
-4.44336605e-01 7.86861073e-02 -2.25898562e-01 1.63083734e-01
2.43697498e-01 8.34638877e-02]
[ -7.07335307e-02 2.28179706e-01 2.42846336e-01 2.10226674e-02
-5.12613840e-02 1.29406287e-01 -1.08046391e-01 -1.48501329e-02
-2.93038231e-02 5.46134264e-02]
[ -9.75400385e-02 -2.41382696e-03 2.52741449e-02 9.49159328e-02
-5.60367633e-02 1.15481333e-01 2.50833723e-01 2.02678241e-02
-2.73572247e-01 -9.17692886e-02]
[ -2.24167304e-01 -3.66954887e-02 -9.49191600e-02 -3.49331051e-01
1.97131160e-01 1.21057617e-01 1.14265867e-01 1.03074431e-01
-2.11222555e-01 2.72144724e-02]
[ 1.07817993e-02 -3.89134342e-01 -1.27221234e-01 -1.60806400e-01
3.69914841e-01 2.56870887e-02 1.82963200e-01 1.52544963e-01
-1.64758484e-01 -2.21414606e-01]
[ 1.29246771e-01 -2.14683863e-01 -1.47805091e-01 -7.28462277e-03
6.02199476e-02 -5.39891407e-02 5.85901751e-02 -1.51351548e-01
1.26251424e-01 -1.34450673e-01]
[ -1.16405474e-01 8.57871416e-02 2.63324959e-01 -8.30360106e-03
1.54552143e-01 8.14308106e-02 3.14582066e-02 -2.97573545e-01
-1.12030146e-01 -5.75124749e-02]
[ -3.53555341e-01 2.60042697e-02 1.14056036e-02 -3.48813995e-02
1.75309967e-01 -1.71127661e-01 1.47265506e-02 2.33952819e-01
-9.33752429e-02 6.65822813e-02]
[ 1.42000566e-01 2.14467624e-02 -2.36300349e-01 -8.94740906e-02
1.27095562e-01 -2.95358969e-01 7.12114793e-02 -1.68107471e-01
-3.61009211e-03 -1.94813821e-01]
[ 2.12426656e-01 -1.72949138e-01 6.46324663e-02 -2.01094784e-02
8.33926694e-02 -3.58989784e-02 2.88501129e-02 -1.36600024e-01
1.15255386e-01 -1.77712688e-01]
[ -1.03141154e-01 -6.19096717e-02 1.22263874e-01 1.11977630e-01
3.49903065e-02 -1.14254928e-01 2.49535970e-01 -7.75944128e-02
1.86121448e-01 -1.15956392e-03]
[ -9.24423407e-03 -1.95824068e-01 1.98209140e-01 -2.54828415e-01
-2.91236140e-02 1.18496075e-01 8.11377962e-02 -1.17426929e-01
1.71688701e-02 2.14157566e-01]]
[[ 0.63138242]
[ 1.61599775]
[ 0.27464107]
[ 0.88308259]
[-2.67926437]
[-0.25349064]
[-1.61468201]
[ 0.07157385]
[ 0.70319881]
[ 0.8976544 ]]
Progress: 33.7% ... Training loss: 0.281 ... Validation loss: 0.456[[ 0.16027964 0.21109041 -0.10619798 0.10797035 -0.52629904 -0.0708634
-0.05890575 0.12196941 -0.06042994 0.18609604]
[ 0.01442739 0.15424368 -0.01924408 0.04541507 0.08783603 -0.00660906
0.30981906 0.04129152 0.14183032 -0.02752171]
[ 0.17371726 0.65519036 0.00632838 -0.04703602 0.50126919 -0.01952959
-0.73516689 -0.04120661 0.04386873 0.26310745]
[ 0.0098415 -0.34248828 -0.21654204 0.10185033 -0.01443554 0.14720298
0.17105851 0.05918779 0.07076171 0.21125668]
[-0.01150796 0.12242442 -0.14614564 0.0481778 -0.01558295 -0.18288431
0.05360838 -0.11804304 -0.18681574 -0.0252395 ]
[-0.37904597 -0.58894458 -0.29458424 0.16256399 0.03308497 0.04066239
0.28050962 -0.03724414 -0.01563477 -0.00882213]
[-0.00431208 -0.20898833 0.00957858 0.08989415 -0.0043026 -0.07123293
0.17716526 -0.19061841 0.19372556 0.03165328]
[ 0.10877093 -0.25021456 0.03293679 -0.07442721 0.08371245 -0.04662919
0.08204949 0.11948113 0.07683323 -0.02870108]
[-0.17570951 -0.13496218 -0.30433605 -0.02435213 0.00117961 0.07026184
-0.15216552 -0.0290732 0.25993023 -0.13468162]
[ 0.05666031 -0.37882361 0.09049714 0.03335 -0.02328417 -0.11812472
0.17327674 -0.10337492 0.02373335 0.10711797]
[-0.09007148 -0.05588687 -0.00195734 -0.15358159 0.01292182 0.02093902
0.19039154 -0.10339356 -0.02003915 -0.13496523]
[-0.12296732 -0.15208018 -0.07218175 -0.00885151 0.38968393 0.10302551
0.11063801 -0.01670555 -0.17522978 -0.2204235 ]
[-0.15707482 0.00429642 0.06186095 0.02152832 -0.17187578 -0.2196707
-0.17782616 -0.19703267 0.08681044 0.17385555]
[-0.26084593 -0.30594792 0.1037216 0.23800245 -0.09648613 -0.0720449
0.04567251 -0.25847212 -0.24877874 -0.05659102]
[ 0.10754012 -0.15792338 -0.02002659 0.12357837 -0.03812854 -0.08879136
0.21298423 0.00358527 0.0309228 0.0104744 ]
[ 0.03756018 -0.08986984 -0.21075325 0.15171017 -0.0456026 0.08391622
-0.04672979 -0.01980681 -0.08941339 -0.00426409]
[-0.1158427 -0.06035241 -0.20021772 0.16376947 -0.01635664 0.13180959
-0.0026128 -0.24976548 0.0762075 -0.19105597]
[-0.07380262 -0.05280052 0.27339869 0.09185525 0.1385244 -0.05899602
-0.10934383 0.12012152 0.06794184 0.02769076]
[ 0.05672962 -0.02605575 0.08804192 0.08835511 0.05305133 -0.01718501
0.22694103 0.12051428 -0.02821241 -0.06276514]
[ 0.01057456 -0.14949196 -0.29078318 -0.04928987 0.16285549 -0.09236698
0.15543993 0.16363637 0.11014342 -0.02829302]
[ 0.0470065 -0.02012412 -0.1175172 0.04093081 -0.08721524 0.32282336
0.26808647 0.20459573 -0.16309605 -0.06455569]
[ 0.00149559 -0.01313399 0.12251824 0.10519992 0.00129718 0.10575254
-0.1207091 -0.04162202 0.21280016 0.07721005]
[ 0.11124882 0.07947681 -0.04512164 -0.0969904 -0.10096354 -0.33054574
0.1122299 0.00877406 0.14421497 0.09128909]
[-0.10027242 -0.01269087 -0.01555279 0.02272874 0.00427377 -0.20386934
-0.08097994 -0.01990311 0.01627924 0.12772394]
[-0.15174168 -0.10038529 -0.20000743 -0.01159592 -0.26439533 -0.0022284
0.02266707 -0.0243669 -0.00323152 0.05221424]
[-0.03120097 -0.1021593 -0.07518248 -0.12808017 0.53346771 0.27629758
0.57370195 0.11298351 -0.18255944 -0.3785886 ]
[-0.01775803 -0.39809166 -0.03071379 -0.07481723 0.66429459 0.10139448
0.53177369 0.09131379 0.02838021 -0.38598985]
[ 0.01086094 -0.452395 -0.04338617 -0.1074248 0.67605628 0.02351629
0.4990669 0.04868033 -0.36384863 -0.21922123]
[-0.16953257 -0.59620673 -0.00908611 -0.20195125 0.7652205 -0.09120221
0.62378802 -0.08277485 -0.06670422 0.08484385]
[-0.29238426 -0.40843933 0.05630353 -0.04539377 0.90891178 0.14151472
0.42553094 0.04777503 -0.0871474 -0.13436677]
[-0.20660346 -0.31093653 0.25074893 -0.24526341 0.67035771 -0.04376409
0.6946148 0.01292246 -0.25889403 -0.03025292]
[-0.12941481 -0.22339339 -0.18052735 -0.10008216 0.48590548 -0.23050136
0.17830744 0.16905167 -0.00839486 -0.1178114 ]
[ 0.10880937 0.23963152 0.16306428 -0.09459322 -0.07039072 0.051044
-0.14547097 0.28277241 0.07283573 0.17564868]
[ 0.34802578 0.32278596 -0.08345382 0.31105977 -0.87489921 -0.28698647
-0.4767483 0.17720773 0.38166908 -0.03426102]
[ 0.04515589 0.12991669 0.25217892 0.24669522 -0.0513184 -0.19517325
-0.17291008 -0.13318302 -0.14185388 -0.2922784 ]
[ 0.02425486 -0.06152074 -0.11806661 -0.05317696 0.23217248 0.04024311
-0.00806813 -0.18454639 0.03485911 0.20877745]
[ 0.0017612 -0.04853995 -0.06668869 -0.05038279 -0.02683566 -0.17742114
0.08356088 0.01003598 0.0376692 0.00555146]
[ 0.02786014 0.07074142 0.24368478 0.07226824 -0.22328695 -0.13450474
0.11242479 0.03948073 -0.18687223 0.10558855]
[ 0.0728646 0.035797 0.10798229 0.00850481 -0.24248009 0.06829488
0.06080009 -0.27075844 -0.01659385 -0.08775831]
[-0.00781245 0.1011656 0.08612172 -0.02551027 -0.05655177 0.17936969
0.08920681 0.11879428 -0.01799841 0.17668498]
[ 0.21674187 0.0603957 0.02667354 0.07472983 0.0552023 -0.02152138
-0.15604808 0.1479213 -0.05948307 -0.02612595]
[ 0.04540246 0.00178653 0.01817634 0.04535137 -0.42297164 -0.12405478
-0.21349809 0.04150195 0.12239572 0.19675663]
[ 0.04488787 0.50697141 0.12210908 0.4151697 -1.12348339 -0.30338045
-0.59537954 -0.07235737 0.2866021 0.32838993]
[ 0.18309152 0.50964261 0.06801924 0.43170056 -0.92474252 -0.08589381
-0.45071885 0.15155229 0.21468849 0.48974623]
[ 0.2587066 0.31569473 0.24793077 0.15259339 -0.44222774 0.07890006
-0.22483573 0.16302116 0.24310605 0.08273229]
[-0.07077618 0.22806457 0.24281555 0.0209262 -0.05100259 0.12943496
-0.10793928 -0.01485684 -0.02937113 0.05452121]
[-0.09773851 -0.00275217 0.0252073 0.09465838 -0.05518652 0.11555914
0.25114055 0.02024652 -0.27378875 -0.0920552 ]
[-0.22421721 -0.03686847 -0.09494757 -0.34940073 0.19734876 0.121077
0.11443623 0.10306897 -0.21127429 0.02713889]
[ 0.01044732 -0.38996885 -0.12737123 -0.16128537 0.37125593 0.02581262
0.18379625 0.15250781 -0.16512558 -0.22191106]
[ 0.12763398 -0.21939142 -0.14864461 -0.00988027 0.06796267 -0.0532387
0.06223578 -0.15156743 0.12438275 -0.13666351]
[-0.11716798 0.08379491 0.26301687 -0.00934481 0.15755643 0.08172331
0.0333651 -0.29765448 -0.11288878 -0.05858534]
[-0.35582936 0.02014723 0.01040978 -0.0381547 0.18433996 -0.17016754
0.0203169 0.2336949 -0.0959557 0.06335853]
[ 0.14136868 0.01926578 -0.23661371 -0.09047669 0.12948196 -0.29509912
0.07343435 -0.16817932 -0.00434356 -0.19579737]
[ 0.21255793 -0.17298971 0.06469833 -0.01993992 0.08275927 -0.0359772
0.02910238 -0.13657978 0.11540591 -0.17756301]
[-0.1038196 -0.06335778 0.12195876 0.11099006 0.03743786 -0.11397773
0.25096171 -0.07767642 0.18537062 -0.00211389]
[-0.00845567 -0.19313009 0.19857093 -0.25368682 -0.03332907 0.1181919
0.07897605 -0.11734394 0.0180983 0.21517639]]
[[ 0.61021256]
[ 1.59808055]
[ 0.25605543]
[ 0.86468328]
[-2.69948145]
[-0.26947454]
[-1.63107478]
[ 0.05161938]
[ 0.6828334 ]
[ 0.87647231]]
Progress: 33.8% ... Training loss: 0.288 ... Validation loss: 0.458[[ 1.61936421e-01 2.15272222e-01 -1.05472354e-01 1.10430823e-01
-5.33305435e-01 -7.16160919e-02 -6.32814238e-02 1.22116509e-01
-5.86596389e-02 1.88371653e-01]
[ 1.44406144e-02 1.54156853e-01 -1.92456735e-02 4.54857709e-02
8.72467248e-02 -6.61858243e-03 3.09932607e-01 4.12936709e-02
1.41828976e-01 -2.75247557e-02]
[ 1.72843467e-01 6.55275108e-01 5.85727795e-03 -4.89206782e-02
5.05082706e-01 -1.89655307e-02 -7.34473529e-01 -4.12974632e-02
4.26006972e-02 2.61471591e-01]
[ 1.22663051e-02 -3.37417347e-01 -2.15458079e-01 1.05501058e-01
-2.26409550e-02 1.45985613e-01 1.65537672e-01 5.94127316e-02
7.36204602e-02 2.15051575e-01]
[ -1.55389235e-02 1.12105012e-01 -1.47904088e-01 4.23053653e-02
2.01111138e-03 -1.81022789e-01 6.44037202e-02 -1.18385448e-01
-1.91410040e-01 -3.12908090e-02]
[ -3.78218280e-01 -5.88280516e-01 -2.94182739e-01 1.64170860e-01
2.73144497e-02 4.01797577e-02 2.79551123e-01 -3.71582227e-02
-1.45081428e-02 -7.42583577e-03]
[ -3.95976993e-03 -2.08807927e-01 9.71527332e-03 9.02784464e-02
-4.78412583e-03 -7.13352293e-02 1.76609241e-01 -1.90580260e-01
1.94042452e-01 3.20745301e-02]
[ 1.10161752e-01 -2.46363736e-01 3.35482434e-02 -7.23042333e-02
7.66937850e-02 -4.72927940e-02 7.81680253e-02 1.19608417e-01
7.84093230e-02 -2.67462268e-02]
[ -1.73933292e-01 -1.30914244e-01 -3.03621273e-01 -2.19050976e-02
-4.87844789e-03 6.94987997e-02 -1.56426220e-01 -2.89250506e-02
2.61761965e-01 -1.32247141e-01]
[ 5.92477531e-02 -3.73726809e-01 9.15596030e-02 3.71655285e-02
-3.51679469e-02 -1.19263985e-01 1.67495989e-01 -1.03151532e-01
2.64613296e-02 1.10644279e-01]
[ -8.80314021e-02 -5.11359336e-02 -1.04020695e-03 -1.50514717e-01
4.53703532e-03 1.99617735e-02 1.85348864e-01 -1.03202111e-01
-1.76297877e-02 -1.31948547e-01]
[ -1.23247802e-01 -1.53184683e-01 -7.22969345e-02 -9.17273899e-03
3.90623722e-01 1.03130442e-01 1.11804749e-01 -1.67208797e-02
-1.75515768e-01 -2.20759603e-01]
[ -1.57074816e-01 4.29642250e-03 6.18609527e-02 2.15283224e-02
-1.71875777e-01 -2.19670702e-01 -1.77826155e-01 -1.97032669e-01
8.68104419e-02 1.73855552e-01]
[ -2.60551451e-01 -3.05904414e-01 1.03884281e-01 2.38729524e-01
-9.94177510e-02 -7.22501546e-02 4.53636403e-02 -2.58439452e-01
-2.48360263e-01 -5.60431406e-02]
[ 1.07510267e-01 -1.58184481e-01 -2.00279231e-02 1.23545191e-01
-3.80828955e-02 -8.87925943e-02 2.13280594e-01 3.58414786e-03
3.09028869e-02 1.04353972e-02]
[ 3.74865962e-02 -9.00050033e-02 -2.10779913e-01 1.51634640e-01
-4.54643217e-02 8.39442998e-02 -4.64447443e-02 -1.98109568e-02
-8.94658157e-02 -4.36306342e-03]
[ -1.16415723e-01 -6.20753435e-02 -2.00448553e-01 1.62932732e-01
-1.38988793e-02 1.32086037e-01 -1.00624136e-03 -2.49807043e-01
7.55674350e-02 -1.91904597e-01]
[ -7.26610713e-02 -5.01905430e-02 2.73885794e-01 9.34616843e-02
1.34358545e-01 -5.95027637e-02 -1.12194942e-01 1.20221811e-01
6.91837897e-02 2.93257284e-02]
[ 5.64101073e-02 -2.70721753e-02 8.78749107e-02 8.78072227e-02
5.43780857e-02 -1.70062948e-02 2.27933242e-01 1.20483823e-01
-2.86261712e-02 -6.32964465e-02]
[ 1.10889200e-02 -1.48049293e-01 -2.90564894e-01 -4.84922982e-02
1.60121842e-01 -9.26145896e-02 1.54165330e-01 1.63683490e-01
1.10694598e-01 -2.75826174e-02]
[ 4.77247060e-02 -1.81520907e-02 -1.17197200e-01 4.19706716e-02
-9.04222421e-02 3.22493922e-01 2.66021056e-01 2.04659645e-01
-1.62222921e-01 -6.35689077e-02]
[ 2.82367238e-03 -9.70558541e-03 1.23070000e-01 1.07150583e-01
-4.50364509e-03 1.05142962e-01 -1.24197678e-01 -4.15076731e-02
2.14218253e-01 7.91432081e-02]
[ 1.11678162e-01 8.04974999e-02 -4.49364837e-02 -9.63927563e-02
-1.02537307e-01 -3.30733364e-01 1.11215796e-01 8.81065682e-03
1.44669072e-01 9.19041283e-02]
[ -1.00319604e-01 -1.28018777e-02 -1.55712516e-02 2.26613503e-02
4.48184288e-03 -2.03852343e-01 -8.08606438e-02 -1.99069667e-02
1.62260819e-02 1.27657768e-01]
[ -1.50777489e-01 -9.89126839e-02 -1.99623698e-01 -1.01932687e-02
-2.67487882e-01 -2.65273480e-03 2.07135926e-02 -2.42811627e-02
-2.15778456e-03 5.35769772e-02]
[ -3.07096348e-02 -1.01236935e-01 -7.49642681e-02 -1.27328774e-01
5.31165457e-01 2.76063235e-01 5.72869765e-01 1.13028867e-01
-1.81966713e-01 -3.77873281e-01]
[ -1.77816199e-02 -3.98198676e-01 -3.07163903e-02 -7.48412298e-02
6.64580082e-01 1.01403307e-01 5.31808345e-01 9.13126633e-02
2.83536689e-02 -3.86017727e-01]
[ 1.09594034e-02 -4.52591345e-01 -4.33470533e-02 -1.07264076e-01
6.75578049e-01 2.34684099e-02 4.99135560e-01 4.86908432e-02
-3.63720377e-01 -2.19051844e-01]
[ -1.69705533e-01 -5.96495533e-01 -9.15946435e-03 -2.02199804e-01
7.65961528e-01 -9.11252199e-02 6.24175460e-01 -8.27896318e-02
-6.68982491e-02 8.46096486e-02]
[ -2.92599481e-01 -4.08918837e-01 5.62103962e-02 -4.57049775e-02
9.09770581e-01 1.41611538e-01 4.26050505e-01 4.77573121e-02
-8.73930890e-02 -1.34666742e-01]
[ -2.06100846e-01 -3.10230556e-01 2.51006401e-01 -2.44395786e-01
6.68115264e-01 -4.40344676e-02 6.93904450e-01 1.29739689e-02
-2.58221129e-01 -2.93906635e-02]
[ -1.29510215e-01 -2.23667008e-01 -1.80564021e-01 -1.00212890e-01
4.86362638e-01 -2.30462060e-01 1.78643859e-01 1.69043969e-01
-8.49684082e-03 -1.17952627e-01]
[ 1.09293542e-01 2.40615896e-01 1.63251578e-01 -9.39158142e-02
-7.23587290e-02 5.08249490e-02 -1.46748611e-01 2.82810614e-01
7.33171190e-02 1.76352826e-01]
[ 3.49069048e-01 3.25106561e-01 -8.30271064e-02 3.12476262e-01
-8.77691630e-01 -2.87428807e-01 -4.79408169e-01 1.77296035e-01
3.82764646e-01 -3.28497639e-02]
[ 4.53228881e-02 1.30175466e-01 2.52249652e-01 2.46916962e-01
-5.19964967e-02 -1.95247516e-01 -1.73196783e-01 -1.33168654e-01
-1.41666480e-01 -2.92041223e-01]
[ 2.44104722e-02 -6.10917791e-02 -1.17972132e-01 -5.28350810e-02
2.30974940e-01 4.01432251e-02 -8.42479233e-03 -1.84525710e-01
3.51025172e-02 2.09105426e-01]
[ 1.49969760e-03 -4.92823150e-02 -6.68046271e-02 -5.07891381e-02
-2.56141679e-02 -1.77302767e-01 8.42939420e-02 1.00119226e-02
3.73520769e-02 5.15488669e-03]
[ 2.82395183e-02 7.16696416e-02 2.43844116e-01 7.28059383e-02
-2.24647764e-01 -1.34670467e-01 1.11521360e-01 3.95131281e-02
-1.86470232e-01 1.06135761e-01]
[ 7.25695026e-02 3.47955187e-02 1.07828169e-01 7.98470634e-03
-2.41067034e-01 6.84374768e-02 6.15182616e-02 -2.70790966e-01
-1.70020940e-02 -8.82708369e-02]
[ -7.83445821e-03 1.01185588e-01 8.61103799e-02 -2.55516120e-02
-5.65829135e-02 1.79382407e-01 8.92289958e-02 1.18790240e-01
-1.80359181e-02 1.76631507e-01]
[ 2.16782982e-01 6.04484025e-02 2.66898339e-02 7.47868766e-02
5.50384113e-02 -2.15390746e-02 -1.56138764e-01 1.47924485e-01
-5.94430136e-02 -2.60760028e-02]
[ 4.59008606e-02 3.44304128e-03 1.84192974e-02 4.62016249e-02
-4.25644435e-01 -1.24317933e-01 -2.14906159e-01 4.15521281e-02
1.22997985e-01 1.97515362e-01]
[ 4.47477645e-02 5.06423496e-01 1.22049254e-01 4.15022728e-01
-1.12370321e+00 -3.03307026e-01 -5.94764853e-01 -7.23638557e-02
2.86450324e-01 3.28154542e-01]
[ 1.84474715e-01 5.12957392e-01 6.85952104e-02 4.33652942e-01
-9.30684054e-01 -8.64935959e-02 -4.54273883e-01 1.51672507e-01
2.16254243e-01 4.91600508e-01]
[ 2.58419887e-01 3.15049465e-01 2.47799625e-01 1.52229866e-01
-4.41279290e-01 7.90332476e-02 -2.24081499e-01 1.63000906e-01
2.42742668e-01 8.23281157e-02]
[ -7.09092029e-02 2.27801162e-01 2.42760774e-01 2.07386753e-02
-5.04521960e-02 1.29493790e-01 -1.07659764e-01 -1.48679378e-02
-2.95224317e-02 5.43242254e-02]
[ -9.74935467e-02 -1.95598965e-03 2.53198858e-02 9.50462563e-02
-5.65054579e-02 1.15442747e-01 2.50319777e-01 2.02673182e-02
-2.73484660e-01 -9.16788537e-02]
[ -2.23940158e-01 -3.63260963e-02 -9.48440277e-02 -3.48989113e-01
1.96089315e-01 1.20949636e-01 1.13741087e-01 1.03093346e-01
-2.10963128e-01 2.75392665e-02]
[ 1.06734603e-02 -3.89611722e-01 -1.27278645e-01 -1.60978042e-01
3.70078679e-01 2.57182355e-02 1.83267483e-01 1.52527026e-01
-1.64903618e-01 -2.21616189e-01]
[ 1.27526937e-01 -2.19168154e-01 -1.48702106e-01 -9.92165079e-03
6.74394951e-02 -5.32082789e-02 6.24636029e-02 -1.51574721e-01
1.24210458e-01 -1.36830981e-01]
[ -1.16552056e-01 8.53878851e-02 2.63271961e-01 -8.46837808e-03
1.55006049e-01 8.14489427e-02 3.17022005e-02 -2.97597416e-01
-1.12237460e-01 -5.77751573e-02]
[ -3.55399915e-01 2.07569236e-02 1.06085949e-02 -3.75415918e-02
1.82990030e-01 -1.70357590e-01 1.94719339e-02 2.33733158e-01
-9.54357636e-02 6.39913359e-02]
[ 1.42573068e-01 2.22079503e-02 -2.36101710e-01 -8.86787883e-02
1.23518761e-01 -2.95680458e-01 7.04968726e-02 -1.68070319e-01
-2.93066134e-03 -1.94007926e-01]
[ 2.13496500e-01 -1.71247972e-01 6.50832344e-02 -1.85799710e-02
7.95146571e-02 -3.63721356e-02 2.68069304e-02 -1.36495521e-01
1.16365273e-01 -1.76300026e-01]
[ -1.02899957e-01 -6.21258704e-02 1.22364396e-01 1.12383013e-01
3.29167097e-02 -1.14413614e-01 2.49494322e-01 -7.75888122e-02
1.86465746e-01 -7.65079749e-04]
[ -8.10955885e-03 -1.92728595e-01 1.98736403e-01 -2.53124606e-01
-3.45053800e-02 1.18026473e-01 7.82997186e-02 -1.17313322e-01
1.84833007e-02 2.15706527e-01]]
[[ 0.62552399]
[ 1.60863507]
[ 0.27097461]
[ 0.88120193]
[-2.68852413]
[-0.25404441]
[-1.61369356]
[ 0.06842061]
[ 0.70151145]
[ 0.89334051]]
Progress: 33.8% ... Training loss: 0.279 ... Validation loss: 0.461[[ 0.1615214 0.21394203 -0.10565924 0.10971117 -0.5315892 -0.07134289
-0.06202829 0.12206691 -0.05916422 0.18778816]
[ 0.01440257 0.15409736 -0.0192654 0.04542232 0.08743305 -0.00659715
0.30997249 0.04128747 0.14178984 -0.02758674]
[ 0.17407043 0.65733292 0.0062691 -0.04785604 0.50418736 -0.01929498
-0.73769175 -0.04120763 0.04366227 0.26311531]
[ 0.01068018 -0.3398407 -0.21615468 0.10333756 -0.01616597 0.14651439
0.16934848 0.05926902 0.07153315 0.21301895]
[-0.01725955 0.10711591 -0.14867414 0.03972101 0.0106909 -0.1801995
0.06905284 -0.11860513 -0.19324864 -0.0340834 ]
[-0.37948802 -0.59039942 -0.29469861 0.16257586 0.02992257 0.04060394
0.2820925 -0.03728686 -0.01591358 -0.00918099]
[-0.00350397 -0.20810732 0.00991298 0.09084927 -0.00561317 -0.07145008
0.17541205 -0.19053982 0.19445692 0.03266257]
[ 0.11029934 -0.24612523 0.03352604 -0.07239181 0.07684125 -0.04727665
0.07748207 0.11960407 0.07835036 -0.02647618]
[-0.17321003 -0.12969467 -0.30330595 -0.02090488 -0.00821353 0.06920066
-0.15779729 -0.02884653 0.26259474 -0.13136798]
[ 0.05954603 -0.37307692 0.09157819 0.03724222 -0.0367113 -0.11927503
0.16633719 -0.1031583 0.0264714 0.11072665]
[-0.0884161 -0.05177887 -0.00119841 -0.15112757 0.00568552 0.02011647
0.18582552 -0.10324268 -0.01812804 -0.13236937]
[-0.12311448 -0.15315186 -0.07218237 -0.00874813 0.38961004 0.10301412
0.11177406 -0.01668758 -0.17524473 -0.22043905]
[-0.15707482 0.00429642 0.06186095 0.02152832 -0.17187578 -0.2196707
-0.17782616 -0.19703267 0.08681044 0.17385555]
[-0.26090278 -0.30605955 0.10374934 0.23829885 -0.09884739 -0.07213298
0.04585777 -0.25847107 -0.24872162 -0.05649963]
[ 0.10743182 -0.15847937 -0.02006153 0.12347182 -0.03780056 -0.08879543
0.2133478 0.00357708 0.03081766 0.01033885]
[ 0.03668594 -0.0916026 -0.21110746 0.15057593 -0.04332618 0.08423386
-0.04451 -0.01989661 -0.09036339 -0.0055425 ]
[-0.11567349 -0.06080963 -0.20012958 0.16388307 -0.01608013 0.13188901
-0.00258981 -0.24973887 0.07638953 -0.19087848]
[-0.07230919 -0.04926581 0.2740412 0.09400384 0.13281415 -0.05967575
-0.11319911 0.12026427 0.06948467 0.02983773]
[ 0.05546407 -0.02939092 0.08744827 0.0864226 0.05842613 -0.0166103
0.23026415 0.12037882 -0.02970828 -0.06456042]
[ 0.01144909 -0.14708948 -0.29042344 -0.04810088 0.15864184 -0.09274497
0.15283837 0.16371693 0.11106566 -0.02709489]
[ 0.04733638 -0.01948083 -0.11742314 0.04125091 -0.08816834 0.32270778
0.26730771 0.20460211 -0.16277835 -0.06424287]
[ 0.00382391 -0.00696127 0.12350887 0.10859455 -0.00877055 0.10473141
-0.12682445 -0.04139572 0.21524873 0.08063428]
[ 0.11232326 0.08200246 -0.04466396 -0.09552521 -0.10528727 -0.33098806
0.10967948 0.00887974 0.14535741 0.09269132]
[-0.10111428 -0.01493204 -0.01590999 0.02158017 0.0073213 -0.20353687
-0.07880782 -0.01999502 0.0154459 0.1265429 ]
[-0.15047072 -0.09844717 -0.19948856 -0.00975193 -0.26880616 -0.00278799
0.01991209 -0.02424536 -0.00182591 0.05404025]
[-0.0305812 -0.1011257 -0.07491423 -0.12713945 0.53070296 0.27601258
0.57261235 0.11304317 -0.18183514 -0.37768326]
[-0.01796943 -0.39860476 -0.0308021 -0.07511481 0.6653424 0.10148378
0.53229241 0.09129096 0.02814411 -0.38629922]
[ 0.01103921 -0.45245101 -0.04331159 -0.10712273 0.67515727 0.02342863
0.49895859 0.04870164 -0.3636169 -0.21890874]
[-0.16981568 -0.59670979 -0.00920771 -0.20235672 0.76640243 -0.0910816
0.62441333 -0.08280178 -0.06702311 0.08446759]
[-0.29253871 -0.40879167 0.05626182 -0.04553728 0.90921849 0.14155938
0.4259075 0.04777143 -0.08727656 -0.13449033]
[-0.20591106 -0.3099303 0.25112341 -0.24400574 0.66697154 -0.044147
0.69365273 0.01300417 -0.25792744 -0.02909296]
[-0.12949047 -0.22371905 -0.18054806 -0.10015546 0.48611089 -0.2304793
0.17862866 0.16904759 -0.00844699 -0.11789573]
[ 0.1084895 0.2392555 0.16285781 -0.09516575 -0.06913123 0.0511712
-0.14516996 0.28271799 0.0722297 0.17525952]
[ 0.34879511 0.32441457 -0.08316418 0.3120221 -0.87714931 -0.2872948
-0.47873413 0.17725595 0.38231264 -0.03333233]
[ 0.04530299 0.12992675 0.25225086 0.24693615 -0.05185255 -0.19524925
-0.17308832 -0.1331672 -0.14167144 -0.29204498]
[ 0.02469268 -0.06037738 -0.11785093 -0.05243755 0.22985672 0.0400357
-0.0091561 -0.18449694 0.03542189 0.20941297]
[ 0.00149428 -0.04953202 -0.06680491 -0.0508021 -0.02539926 -0.17731254
0.08448682 0.01001225 0.03734884 0.00513906]
[ 0.02789742 0.07124179 0.24369605 0.07233502 -0.22342365 -0.13455025
0.1120661 0.03947588 -0.18687051 0.10563198]
[ 0.073127 0.03645229 0.10808779 0.00876418 -0.24364553 0.06819522
0.05994259 -0.27073117 -0.01636927 -0.08749712]
[-0.00700699 0.10312275 0.0864781 -0.02438569 -0.06000183 0.17903053
0.08719757 0.11888373 -0.01711609 0.17779536]
[ 0.21656573 0.05986681 0.02656863 0.07440412 0.05578201 -0.02143655
-0.1557101 0.14789452 -0.05974188 -0.02645401]
[ 0.04605423 0.00391098 0.01848358 0.04641982 -0.42628804 -0.12437362
-0.21536056 0.04156833 0.1231686 0.19774011]
[ 0.04543227 0.50752158 0.12234062 0.41592702 -1.12555347 -0.30349988
-0.59623932 -0.07229569 0.28720577 0.3291547 ]
[ 0.18375425 0.51130155 0.06827669 0.43257907 -0.92796042 -0.08619392
-0.45269453 0.15158775 0.21548654 0.49059675]
[ 0.25859281 0.31529289 0.24786298 0.15245979 -0.44211597 0.0789691
-0.22446376 0.16301778 0.24290766 0.08256846]
[-0.07120069 0.22711469 0.24261479 0.02025223 -0.04914481 0.12963178
-0.10696531 -0.01490438 -0.02988328 0.05384934]
[-0.09746455 -0.00185015 0.02533119 0.09508681 -0.05661321 0.11543141
0.25021271 0.02026933 -0.27345205 -0.09163738]
[-0.22402814 -0.03642238 -0.09488617 -0.34912821 0.19642716 0.12099016
0.11390049 0.10308254 -0.2110724 0.0273982 ]
[ 0.01059538 -0.38980333 -0.12731265 -0.16108988 0.37038643 0.02574983
0.18347297 0.15251868 -0.16499258 -0.22172957]
[ 0.1272648 -0.21974285 -0.14887112 -0.01040118 0.06865439 -0.05305177
0.06320374 -0.15162263 0.12377064 -0.13741009]
[-0.1168764 0.08466028 0.26311009 -0.00891751 0.15617376 0.08161119
0.03268359 -0.29763106 -0.11267724 -0.05836139]
[-0.35441332 0.02231518 0.01106661 -0.03613841 0.17957375 -0.17072327
0.01749181 0.23383971 -0.09426288 0.06555352]
[ 0.14252321 0.02215557 -0.23611065 -0.08873849 0.12363417 -0.2956826
0.07055324 -0.16807173 -0.00301789 -0.19410581]
[ 0.21384031 -0.17035271 0.06521063 -0.01814043 0.07788957 -0.03651085
0.02568389 -0.1364603 0.11659228 -0.17588804]
[-0.10351446 -0.06419371 0.12212433 0.11167601 0.03454504 -0.11422354
0.25124624 -0.07764785 0.18593486 -0.00154907]
[-0.00814222 -0.19171982 0.19870584 -0.25338351 -0.03499891 0.11805151
0.07716023 -0.11732712 0.01836397 0.21576167]]
[[ 0.62515002]
[ 1.6098199 ]
[ 0.27190576]
[ 0.87977838]
[-2.68702423]
[-0.25410059]
[-1.61631812]
[ 0.06763272]
[ 0.70273449]
[ 0.89284663]]
Progress: 33.9% ... Training loss: 0.279 ... Validation loss: 0.459[[ 1.59884703e-01 2.10513414e-01 -1.06295907e-01 1.07358769e-01
-5.24825323e-01 -7.06877436e-02 -5.82483983e-02 1.21899028e-01
-6.08195266e-02 1.85723947e-01]
[ 1.42850568e-02 1.53844782e-01 -1.93190910e-02 4.52549101e-02
8.79512454e-02 -6.54444495e-03 3.10240290e-01 4.12734008e-02
1.41656623e-01 -2.77236258e-02]
[ 1.75110036e-01 6.60353166e-01 6.83367035e-03 -4.60918327e-02
4.97557713e-01 -1.97667615e-02 -7.39844579e-01 -4.10652072e-02
4.50400272e-02 2.64958105e-01]
[ 1.10237439e-02 -3.39397995e-01 -2.15958645e-01 1.04172373e-01
-1.87923512e-02 1.46306836e-01 1.68257315e-01 5.93007257e-02
7.19848657e-02 2.13576296e-01]
[ -1.52838202e-02 1.11624364e-01 -1.47982413e-01 4.22419636e-02
3.81993895e-03 -1.80916835e-01 6.43205680e-02 -1.18406204e-01
-1.91322944e-01 -3.17048090e-02]
[ -3.79407293e-01 -5.89967173e-01 -2.94686920e-01 1.62605096e-01
3.03055474e-02 4.05832468e-02 2.81808485e-01 -3.72833463e-02
-1.58565688e-02 -9.04081087e-03]
[ -5.22948647e-03 -2.12270142e-01 9.20442732e-03 8.83587977e-02
1.14853674e-03 -7.07546195e-02 1.79824492e-01 -1.90715302e-01
1.92588093e-01 3.02596181e-02]
[ 1.12165428e-01 -2.41273330e-01 3.44402988e-02 -6.94491777e-02
6.79539497e-02 -4.80710455e-02 7.27676736e-02 1.19825333e-01
8.06287606e-02 -2.34205495e-02]
[ -1.72862310e-01 -1.29117472e-01 -3.03129211e-01 -2.03366440e-02
-9.96920394e-03 6.90253585e-02 -1.58691651e-01 -2.88037573e-02
2.63068897e-01 -1.30784835e-01]
[ 5.86535823e-02 -3.74393476e-01 9.12792117e-02 3.60862404e-02
-3.39889760e-02 -1.18941977e-01 1.68195728e-01 -1.03235112e-01
2.56874519e-02 1.09882811e-01]
[ -8.72258973e-02 -4.88321123e-02 -6.23786605e-04 -1.49314630e-01
8.82250654e-04 1.95953618e-02 1.82718485e-01 -1.03104764e-01
-1.67310685e-02 -1.30533773e-01]
[ -1.22843208e-01 -1.53083533e-01 -7.20638729e-02 -8.35544105e-03
3.88192705e-01 1.02907251e-01 1.11542220e-01 -1.66566020e-02
-1.74917024e-01 -2.20054813e-01]
[ -1.57074816e-01 4.29642250e-03 6.18609527e-02 2.15283224e-02
-1.71875777e-01 -2.19670702e-01 -1.77826155e-01 -1.97032669e-01
8.68104419e-02 1.73855552e-01]
[ -2.61000461e-01 -3.06162403e-01 1.03695491e-01 2.38096422e-01
-9.79527714e-02 -7.20830946e-02 4.59793494e-02 -2.58482991e-01
-2.48857191e-01 -5.66776829e-02]
[ 1.07194864e-01 -1.59092697e-01 -2.01727987e-02 1.23145675e-01
-3.67305813e-02 -8.87130095e-02 2.13946675e-01 3.55342000e-03
3.05629526e-02 1.00164382e-02]
[ 3.63405163e-02 -9.21866989e-02 -2.11258008e-01 1.50057078e-01
-4.17287520e-02 8.43886268e-02 -4.37785891e-02 -1.99338955e-02
-9.07716593e-02 -6.00324400e-03]
[ -1.16040885e-01 -6.16366435e-02 -2.00290147e-01 1.63350887e-01
-1.42556098e-02 1.32030635e-01 -1.77689751e-03 -2.49777139e-01
7.59478100e-02 -1.91390290e-01]
[ -7.26217203e-02 -5.03812676e-02 2.73940530e-01 9.35578951e-02
1.33237963e-01 -5.95408040e-02 -1.12052982e-01 1.20237783e-01
6.92700389e-02 2.94592921e-02]
[ 5.62311403e-02 -2.76916700e-02 8.78150937e-02 8.76011942e-02
5.44944663e-02 -1.69097826e-02 2.28704999e-01 1.20474540e-01
-2.87846847e-02 -6.33848117e-02]
[ 1.15670870e-02 -1.46403912e-01 -2.90371186e-01 -4.79496561e-02
1.57994217e-01 -9.28038850e-02 1.52276899e-01 1.63728537e-01
1.11195538e-01 -2.68637252e-02]
[ 4.81350063e-02 -1.71849177e-02 -1.17017765e-01 4.25796579e-02
-9.18833110e-02 3.22334073e-01 2.65027425e-01 2.04699015e-01
-1.61751349e-01 -6.29183656e-02]
[ 3.15351586e-03 -8.65800927e-03 1.23234858e-01 1.07628083e-01
-5.69070838e-03 1.05003557e-01 -1.25025823e-01 -4.14684310e-02
2.14464258e-01 7.97157942e-02]
[ 1.12085252e-01 8.14184688e-02 -4.47631730e-02 -9.58599076e-02
-1.04286422e-01 -3.30890810e-01 1.10272491e-01 8.85514078e-03
1.45088460e-01 9.23501134e-02]
[ -1.00233570e-01 -1.30498689e-02 -1.55138200e-02 2.28922719e-02
3.39097836e-03 -2.03921982e-01 -8.10185069e-02 -1.98981175e-02
1.65139938e-02 1.27886848e-01]
[ -1.50197724e-01 -9.77880661e-02 -1.99364916e-01 -9.34622736e-03
-2.69970908e-01 -2.89873654e-03 1.92407915e-02 -2.42194987e-02
-1.52542156e-03 5.44521647e-02]
[ -3.06048658e-02 -1.01328804e-01 -7.49188886e-02 -1.27156823e-01
5.30791438e-01 2.76014592e-01 5.72764938e-01 1.13041524e-01
-1.81852959e-01 -3.77710378e-01]
[ -1.80819383e-02 -3.98882658e-01 -3.08504730e-02 -7.52735498e-02
6.65817803e-01 1.01529610e-01 5.32545233e-01 9.12788908e-02
2.80158336e-02 -3.86463233e-01]
[ 1.12195181e-02 -4.52207557e-01 -4.32357743e-02 -1.06843090e-01
6.74553991e-01 2.33480030e-02 4.98649460e-01 4.87213300e-02
-3.63402357e-01 -2.18633340e-01]
[ -1.70195074e-01 -5.97537484e-01 -9.36789053e-03 -2.02887025e-01
7.67878830e-01 -9.09290820e-02 6.25326086e-01 -8.28417997e-02
-6.74292140e-02 8.39860682e-02]
[ -2.92940396e-01 -4.09710439e-01 5.60940545e-02 -4.61181708e-02
9.10654804e-01 1.41724286e-01 4.26923184e-01 4.77267790e-02
-8.77176683e-02 -1.35001972e-01]
[ -2.05998252e-01 -3.10055961e-01 2.51089803e-01 -2.44127419e-01
6.67345221e-01 -4.41115684e-02 6.93766837e-01 1.29948812e-02
-2.58025304e-01 -2.92165928e-02]
[ -1.29621350e-01 -2.24043155e-01 -1.80600163e-01 -1.00337146e-01
4.86659819e-01 -2.30427287e-01 1.78937667e-01 1.69034337e-01
-8.59250588e-03 -1.18073680e-01]
[ 1.09206804e-01 2.41281282e-01 1.63193749e-01 -9.40575162e-02
-7.24718947e-02 5.08727758e-02 -1.47162730e-01 2.82796063e-01
7.30855960e-02 1.76369261e-01]
[ 3.49461367e-01 3.25799666e-01 -8.27767973e-02 3.13140915e-01
-8.80401828e-01 -2.87611151e-01 -4.80324238e-01 1.77345674e-01
3.83312308e-01 -3.21179125e-02]
[ 4.53153371e-02 1.29985978e-01 2.52253854e-01 2.46935129e-01
-5.18350293e-02 -1.95253989e-01 -1.73166419e-01 -1.33167317e-01
-1.41674919e-01 -2.92046718e-01]
[ 2.47242742e-02 -6.02361653e-02 -1.17828142e-01 -5.23456729e-02
2.29643053e-01 4.00102501e-02 -9.27066328e-03 -1.84488563e-01
3.54555746e-02 2.09521063e-01]
[ 1.52352223e-03 -4.96092446e-02 -6.67920301e-02 -5.07727916e-02
-2.52903013e-02 -1.77317558e-01 8.44905759e-02 1.00140334e-02
3.73797759e-02 5.15781792e-03]
[ 2.75013993e-02 7.04314147e-02 2.43531404e-01 7.17718056e-02
-2.21764548e-01 -1.34388970e-01 1.13037274e-01 3.94337420e-02
-1.87317061e-01 1.05061299e-01]
[ 7.33694858e-02 3.72552598e-02 1.08212297e-01 9.15681747e-03
-2.44895425e-01 6.80752286e-02 5.92672743e-02 -2.70702705e-01
-1.60750755e-02 -8.70685520e-02]
[ -7.04497691e-03 1.03129691e-01 8.64732002e-02 -2.44537525e-02
-5.98543525e-02 1.79035619e-01 8.71790395e-02 1.18881528e-01
-1.71531864e-02 1.77774810e-01]
[ 2.16540831e-01 5.99073308e-02 2.65519823e-02 7.43539545e-02
5.58595021e-02 -2.14283134e-02 -1.55687207e-01 1.47891360e-01
-5.98055404e-02 -2.65107604e-02]
[ 4.60259608e-02 4.02350274e-03 1.84656756e-02 4.63561658e-02
-4.26317248e-01 -1.24357364e-01 -2.15301913e-01 4.15620992e-02
1.23111453e-01 1.97686166e-01]
[ 4.58203458e-02 5.08196340e-01 1.22510135e-01 4.16493110e-01
-1.12721256e+00 -3.03649731e-01 -5.96791566e-01 -7.22516813e-02
2.87641410e-01 3.29684449e-01]
[ 1.84853949e-01 5.13851939e-01 6.87291615e-02 4.34013147e-01
-9.31808041e-01 -8.66195416e-02 -4.55237671e-01 1.51705731e-01
2.16688608e-01 4.92108729e-01]
[ 2.58398386e-01 3.14887134e-01 2.47786323e-01 1.52198401e-01
-4.41408213e-01 7.90543459e-02 -2.23982262e-01 1.62997651e-01
2.42727224e-01 8.23222111e-02]
[ -7.11627822e-02 2.26931439e-01 2.42615823e-01 2.03015039e-02
-4.93544580e-02 1.29634163e-01 -1.07040171e-01 -1.48991154e-02
-2.98579777e-02 5.38971466e-02]
[ -9.77216757e-02 -2.15447084e-03 2.52215844e-02 9.47567444e-02
-5.57713904e-02 1.15521678e-01 2.50492124e-01 2.02441093e-02
-2.73713247e-01 -9.19728680e-02]
[ -2.24019602e-01 -3.63839864e-02 -9.48838552e-02 -3.49118703e-01
1.96388020e-01 1.20987328e-01 1.13850982e-01 1.03083652e-01
-2.11056113e-01 2.74097224e-02]
[ 9.82470574e-03 -3.91727910e-01 -1.27649102e-01 -1.62191438e-01
3.73373544e-01 2.60623527e-02 1.85416568e-01 1.52436365e-01
-1.65873795e-01 -2.22838318e-01]
[ 1.27581964e-01 -2.18513421e-01 -1.48721930e-01 -9.92211692e-03
6.74615831e-02 -5.31901408e-02 6.20810836e-02 -1.51589281e-01
1.24088139e-01 -1.36927038e-01]
[ -1.17420817e-01 8.35066148e-02 2.62886044e-01 -9.69836268e-03
1.58653492e-01 8.18308986e-02 3.40657752e-02 -2.97686080e-01
-1.13302427e-01 -5.91085128e-02]
[ -3.53621714e-01 2.32503258e-02 1.14285043e-02 -3.49658904e-02
1.76219779e-01 -1.71039897e-01 1.60097441e-02 2.33927773e-01
-9.33349301e-02 6.66912660e-02]
[ 1.42668048e-01 2.27344976e-02 -2.36023151e-01 -8.83778189e-02
1.22981671e-01 -2.95802277e-01 7.01829880e-02 -1.68040939e-01
-2.79167974e-03 -1.93747906e-01]
[ 2.15188582e-01 -1.66966522e-01 6.58580762e-02 -1.61341354e-02
7.24792972e-02 -3.70567747e-02 2.24182573e-02 -1.36292526e-01
1.18276857e-01 -1.73784715e-01]
[ -1.04668558e-01 -6.70308636e-02 1.21618169e-01 1.10031013e-01
3.90011842e-02 -1.13772624e-01 2.54064454e-01 -7.77720620e-02
1.84636857e-01 -3.16723995e-03]
[ -8.47655709e-03 -1.92160159e-01 1.98584151e-01 -2.53926565e-01
-3.48235171e-02 1.18206560e-01 7.77201095e-02 -1.17375796e-01
1.80716618e-02 2.15420933e-01]]
[[ 0.62937093]
[ 1.61584995]
[ 0.27353686]
[ 0.88267753]
[-2.68581756]
[-0.25220319]
[-1.61708814]
[ 0.07181388]
[ 0.70597128]
[ 0.89596647]]
Progress: 33.9% ... Training loss: 0.279 ... Validation loss: 0.458[[ 1.60397938e-01 2.11115059e-01 -1.06124934e-01 1.07753422e-01
-5.25969440e-01 -7.07791492e-02 -5.88290279e-02 1.21938464e-01
-6.04015453e-02 1.85840705e-01]
[ 1.41753669e-02 1.53615110e-01 -1.93741102e-02 4.50762316e-02
8.84575206e-02 -6.49351048e-03 3.10456746e-01 4.12590495e-02
1.41512268e-01 -2.79054538e-02]
[ 1.75774605e-01 6.62087635e-01 7.06646782e-03 -4.58193083e-02
4.97670262e-01 -1.98957919e-02 -7.41258587e-01 -4.10016431e-02
4.54747866e-02 2.65146655e-01]
[ 1.27619038e-02 -3.37368483e-01 -2.15178724e-01 1.06772020e-01
-2.48925981e-02 1.45608448e-01 1.65542807e-01 5.95301736e-02
7.42159930e-02 2.16620293e-01]
[ -1.42956723e-02 1.15147002e-01 -1.47542525e-01 4.35916299e-02
-1.72724100e-03 -1.81287538e-01 6.09535022e-02 -1.18292626e-01
-1.89949380e-01 -3.06631682e-02]
[ -3.81307720e-01 -5.94651383e-01 -2.95502460e-01 1.60221346e-01
3.49138651e-02 4.12829706e-02 2.86732810e-01 -3.74884025e-02
-1.78281651e-02 -1.16247217e-02]
[ -3.47428249e-03 -2.08153516e-01 9.97520513e-03 9.07077649e-02
-5.19317950e-03 -7.14378943e-02 1.75473373e-01 -1.90519722e-01
1.94386897e-01 3.25072326e-02]
[ 1.12283382e-01 -2.41604495e-01 3.44337150e-02 -6.94784304e-02
6.76166453e-02 -4.80419632e-02 7.30473336e-02 1.19837312e-01
8.06587449e-02 -2.35915393e-02]
[ -1.73343088e-01 -1.30923541e-01 -3.03316380e-01 -2.10890870e-02
-7.72373637e-03 6.92086755e-02 -1.56930757e-01 -2.88576606e-02
2.62507526e-01 -1.31547964e-01]
[ 5.60691302e-02 -3.80089131e-01 9.01048015e-02 3.22308638e-02
-2.42861618e-02 -1.17853392e-01 1.74903497e-01 -1.03530512e-01
2.24634802e-02 1.05830446e-01]
[ -8.66568743e-02 -4.87033838e-02 -3.20402476e-04 -1.48423562e-01
-2.19686772e-03 1.93420666e-02 1.81912172e-01 -1.03036349e-01
-1.59163366e-02 -1.29769098e-01]
[ -1.21335826e-01 -1.50221424e-01 -7.14313627e-02 -6.20761165e-03
3.81743774e-01 1.02300810e-01 1.08254525e-01 -1.64810183e-02
-1.73211964e-01 -2.18037539e-01]
[ -1.57074816e-01 4.29642250e-03 6.18609527e-02 2.15283224e-02
-1.71875777e-01 -2.19670702e-01 -1.77826155e-01 -1.97032669e-01
8.68104419e-02 1.73855552e-01]
[ -2.60997979e-01 -3.06362778e-01 1.03701744e-01 2.38197281e-01
-9.86102178e-02 -7.21038225e-02 4.60940944e-02 -2.58479869e-01
-2.48822092e-01 -5.66471515e-02]
[ 1.06188941e-01 -1.61672444e-01 -2.06257135e-02 1.21772341e-01
-3.30440199e-02 -8.83294261e-02 2.16269356e-01 3.44023088e-03
2.94694082e-02 8.58629683e-03]
[ 3.60896902e-02 -9.28155111e-02 -2.11336397e-01 1.49889670e-01
-4.21400848e-02 8.44477791e-02 -4.30096410e-02 -1.99508442e-02
-9.09782012e-02 -6.23998435e-03]
[ -1.14902058e-01 -5.90029263e-02 -1.99794980e-01 1.64950754e-01
-1.83692747e-02 1.31578374e-01 -4.39361592e-03 -2.49653529e-01
7.71699016e-02 -1.89753672e-01]
[ -7.11950946e-02 -4.75840917e-02 2.74558619e-01 9.54642910e-02
1.27871607e-01 -6.00859892e-02 -1.15329710e-01 1.20402950e-01
7.07927228e-02 3.12005768e-02]
[ 5.53673578e-02 -2.97065949e-02 8.74182432e-02 8.63209530e-02
5.80528518e-02 -1.65339117e-02 2.30635172e-01 1.20368385e-01
-2.98004046e-02 -6.46295706e-02]
[ 1.14887263e-02 -1.46569362e-01 -2.90393121e-01 -4.80427245e-02
1.57465389e-01 -9.28001880e-02 1.52539701e-01 1.63723790e-01
1.11120847e-01 -2.70611114e-02]
[ 4.77534165e-02 -1.83300131e-02 -1.17226833e-01 4.19057250e-02
-8.99578200e-02 3.22529051e-01 2.66166196e-01 2.04648903e-01
-1.62284870e-01 -6.35972920e-02]
[ 3.64686337e-03 -7.82747498e-03 1.23430693e-01 1.08184654e-01
-6.69008662e-03 1.04861953e-01 -1.25658104e-01 -4.14101648e-02
2.14990727e-01 8.01950088e-02]
[ 1.11302358e-01 7.93953878e-02 -4.50828240e-02 -9.69646375e-02
-1.01681846e-01 -3.30596552e-01 1.12357718e-01 8.76660547e-03
1.44265765e-01 9.12573990e-02]
[ -1.00166790e-01 -1.28933420e-02 -1.54786717e-02 2.29736347e-02
3.29948879e-03 -2.03949834e-01 -8.11850036e-02 -1.98898604e-02
1.65723518e-02 1.27972181e-01]
[ -1.50470458e-01 -9.81533526e-02 -1.99475114e-01 -9.71504810e-03
-2.69402661e-01 -2.79379611e-03 1.99234270e-02 -2.42496346e-02
-1.84758724e-03 5.40894357e-02]
[ -3.06564872e-02 -1.01407295e-01 -7.49394241e-02 -1.27228517e-01
5.31003480e-01 2.76034781e-01 5.72822391e-01 1.13035619e-01
-1.81909558e-01 -3.77777325e-01]
[ -1.81309451e-02 -3.99285195e-01 -3.08831530e-02 -7.53634402e-02
6.66106248e-01 1.01553596e-01 5.33010965e-01 9.12757542e-02
2.79736567e-02 -3.86633536e-01]
[ 1.08162424e-02 -4.53226355e-01 -4.34161103e-02 -1.07424732e-01
6.76252045e-01 2.35124702e-02 4.99658846e-01 4.86749171e-02
-3.63866292e-01 -2.19215679e-01]
[ -1.70234667e-01 -5.97760232e-01 -9.36586464e-03 -2.02882449e-01
7.67842312e-01 -9.09319594e-02 6.25487378e-01 -8.28417444e-02
-6.74273581e-02 8.40232248e-02]
[ -2.93126199e-01 -4.10284927e-01 5.60229287e-02 -4.63525802e-02
9.11059700e-01 1.41790535e-01 4.27516673e-01 4.77075245e-02
-8.79053783e-02 -1.35230406e-01]
[ -2.05964371e-01 -3.10224267e-01 2.51119288e-01 -2.44009668e-01
6.67073542e-01 -4.41430127e-02 6.93914137e-01 1.30044574e-02
-2.57925418e-01 -2.90664736e-02]
[ -1.29273029e-01 -2.23709953e-01 -1.80457805e-01 -9.98001682e-02
4.85080275e-01 -2.30582590e-01 1.78434249e-01 1.69078433e-01
-8.16522788e-03 -1.17552293e-01]
[ 1.08530294e-01 2.39589891e-01 1.62869830e-01 -9.51075270e-02
-6.93793700e-02 5.11730638e-02 -1.45387830e-01 2.82714108e-01
7.22469530e-02 1.75347514e-01]
[ 3.49174281e-01 3.25383660e-01 -8.29057607e-02 3.12698601e-01
-8.80239849e-01 -2.87487047e-01 -4.79682794e-01 1.77312729e-01
3.82939154e-01 -3.25449670e-02]
[ 4.47804925e-02 1.28626469e-01 2.52006855e-01 2.46128431e-01
-4.94252533e-02 -1.95029436e-01 -1.71854849e-01 -1.33232515e-01
-1.42325217e-01 -2.92871857e-01]
[ 2.49312738e-02 -5.99138780e-02 -1.17736001e-01 -5.20277830e-02
2.28687522e-01 3.99228644e-02 -9.70442596e-03 -1.84464045e-01
3.56908643e-02 2.09844867e-01]
[ 1.34651407e-03 -5.00648973e-02 -6.68604388e-02 -5.10220356e-02
-2.45394831e-02 -1.77252480e-01 8.49346236e-02 9.99442059e-03
3.71959032e-02 4.90772208e-03]
[ 2.77151529e-02 7.08991412e-02 2.43621453e-01 7.20672484e-02
-2.22722450e-01 -1.34468678e-01 1.12432938e-01 3.94577483e-02
-1.87086625e-01 1.05313801e-01]
[ 7.32733586e-02 3.69357054e-02 1.08176851e-01 9.00826381e-03
-2.44248582e-01 6.81155460e-02 5.96392701e-02 -2.70720212e-01
-1.61800787e-02 -8.72180810e-02]
[ -8.21673502e-03 1.00656486e-01 8.59409760e-02 -2.61802473e-02
-5.49719270e-02 1.79510750e-01 8.97171030e-02 1.18743330e-01
-1.85473996e-02 1.76035865e-01]
[ 2.17017189e-01 6.09762770e-02 2.67772395e-02 7.50285172e-02
5.35383874e-02 -2.16131435e-02 -1.56889515e-01 1.47940265e-01
-5.92617796e-02 -2.59077530e-02]
[ 4.56315390e-02 3.23031313e-03 1.82907384e-02 4.57908610e-02
-4.24972234e-01 -1.24216620e-01 -2.14542815e-01 4.15164337e-02
1.22657560e-01 1.97113755e-01]
[ 4.68071154e-02 5.10572239e-01 1.22943555e-01 4.17805024e-01
-1.13043992e+00 -3.04024822e-01 -5.98941262e-01 -7.21388853e-02
2.88676169e-01 3.31021782e-01]
[ 1.85588515e-01 5.15236332e-01 6.90433040e-02 4.35047051e-01
-9.35656094e-01 -8.68870223e-02 -4.56409844e-01 1.51793815e-01
2.17467253e-01 4.92788205e-01]
[ 2.59149768e-01 3.16678443e-01 2.48122884e-01 1.53338505e-01
-4.44701022e-01 7.87388900e-02 -2.25879551e-01 1.63089041e-01
2.43621294e-01 8.34593777e-02]
[ -7.13022168e-02 2.26536565e-01 2.42550744e-01 2.01054220e-02
-4.87781087e-02 1.29696502e-01 -1.06726448e-01 -1.49133960e-02
-3.00132337e-02 5.36925464e-02]
[ -9.79593405e-02 -2.62036057e-03 2.51150985e-02 9.44205463e-02
-5.49745705e-02 1.15617975e-01 2.50888431e-01 2.02176053e-02
-2.73973332e-01 -9.23181925e-02]
[ -2.23883256e-01 -3.60053174e-02 -9.48200021e-02 -3.48923977e-01
1.95804402e-01 1.20929735e-01 1.13495187e-01 1.03100254e-01
-2.10891519e-01 2.76155739e-02]
[ 9.87243861e-03 -3.91720518e-01 -1.27629770e-01 -1.62137230e-01
3.73356449e-01 2.60446302e-02 1.85363308e-01 1.52441511e-01
-1.65823711e-01 -2.22773667e-01]
[ 1.26477006e-01 -2.21259830e-01 -1.49255785e-01 -1.16234994e-02
7.26519262e-02 -5.27007976e-02 6.47811450e-02 -1.51733412e-01
1.22707058e-01 -1.38646978e-01]
[ -1.18226237e-01 8.16487488e-02 2.62565126e-01 -1.07739669e-02
1.61464572e-01 8.21397189e-02 3.60954769e-02 -2.97762117e-01
-1.14201562e-01 -6.03745967e-02]
[ -3.52090434e-01 2.62089667e-02 1.20869644e-02 -3.29115459e-02
1.70458871e-01 -1.71595848e-01 1.29402798e-02 2.34106119e-01
-9.15779297e-02 6.86345476e-02]
[ 1.42299188e-01 2.15045534e-02 -2.36197685e-01 -8.88992821e-02
1.24553623e-01 -2.95696685e-01 7.14546841e-02 -1.68078214e-01
-3.20797602e-03 -1.94227236e-01]
[ 2.15340723e-01 -1.66604413e-01 6.59118448e-02 -1.60067257e-02
7.24820717e-02 -3.71194564e-02 2.23050269e-02 -1.36279299e-01
1.18361519e-01 -1.73690348e-01]
[ -1.04475978e-01 -6.70915891e-02 1.21691871e-01 1.10294449e-01
3.80709907e-02 -1.13849293e-01 2.53637847e-01 -7.77457813e-02
1.84738593e-01 -2.92196102e-03]
[ -8.58136993e-03 -1.92290781e-01 1.98589011e-01 -2.53889784e-01
-3.75337993e-02 1.18226955e-01 7.79417113e-02 -1.17387606e-01
1.81205974e-02 2.15332946e-01]]
[[ 0.62739951]
[ 1.61879801]
[ 0.2723356 ]
[ 0.88252185]
[-2.68869768]
[-0.25377651]
[-1.62246096]
[ 0.07090164]
[ 0.70532172]
[ 0.89582481]]
Progress: 34.0% ... Training loss: 0.278 ... Validation loss: 0.456[[ 1.64484858e-01 2.21903426e-01 -1.04246329e-01 1.13807118e-01
-5.44081707e-01 -7.24509758e-02 -6.95204883e-02 1.22405402e-01
-5.55116548e-02 1.91668918e-01]
[ 1.41861188e-02 1.53631879e-01 -1.93773643e-02 4.50657665e-02
8.84456498e-02 -6.49046425e-03 3.10384440e-01 4.12586782e-02
1.41503218e-01 -2.79061260e-02]
[ 1.79600246e-01 6.72394434e-01 8.79881817e-03 -4.03391519e-02
4.82615743e-01 -2.14287667e-02 -7.51235584e-01 -4.05709083e-02
4.96927853e-02 2.70302233e-01]
[ 1.01857918e-02 -3.45314849e-01 -2.16228512e-01 1.03366503e-01
-1.44806325e-02 1.46541759e-01 1.73336777e-01 5.92892543e-02
7.14903041e-02 2.12860643e-01]
[ -1.25682116e-02 1.19844535e-01 -1.46851338e-01 4.59603542e-02
-8.44432224e-03 -1.81967098e-01 5.60841951e-02 -1.18120905e-01
-1.88124195e-01 -2.82056905e-02]
[ -3.81338724e-01 -5.95255178e-01 -2.95508514e-01 1.60367108e-01
3.38066102e-02 4.12380270e-02 2.87034682e-01 -3.74750968e-02
-1.77176619e-02 -1.14251247e-02]
[ -9.08710537e-04 -2.01926682e-01 1.10625680e-02 9.43593473e-02
-1.55524180e-02 -7.24302491e-02 1.69102156e-01 -1.90252278e-01
1.97365988e-01 3.62246515e-02]
[ 1.14703451e-01 -2.35126547e-01 3.55782436e-02 -6.57519642e-02
5.57701010e-02 -4.90922504e-02 6.67448252e-02 1.20132788e-01
8.35901689e-02 -2.01604013e-02]
[ -1.74525887e-01 -1.33805701e-01 -3.03795537e-01 -2.27414808e-02
-4.41835212e-03 6.96358508e-02 -1.53798944e-01 -2.89886199e-02
2.61276746e-01 -1.33205412e-01]
[ 5.91387706e-02 -3.71662824e-01 9.14977335e-02 3.68967067e-02
-4.04586143e-02 -1.19170437e-01 1.66707946e-01 -1.03184014e-01
2.62509909e-02 1.10267845e-01]
[ -8.58420529e-02 -4.73134371e-02 2.17973533e-05 -1.47230806e-01
-5.71388395e-03 1.90085341e-02 1.80322807e-01 -1.02941045e-01
-1.49805562e-02 -1.28562183e-01]
[ -1.21448451e-01 -1.50818850e-01 -7.14198131e-02 -6.19479317e-03
3.81425589e-01 1.02290976e-01 1.08799400e-01 -1.64775542e-02
-1.73145016e-01 -2.17991147e-01]
[ -1.57074816e-01 4.29642250e-03 6.18609527e-02 2.15283224e-02
-1.71875777e-01 -2.19670702e-01 -1.77826155e-01 -1.97032669e-01
8.68104419e-02 1.73855552e-01]
[ -2.61277694e-01 -3.06929002e-01 1.03583256e-01 2.37846929e-01
-9.81307487e-02 -7.20073508e-02 4.66795180e-02 -2.58505597e-01
-2.49083463e-01 -5.70341855e-02]
[ 1.05696727e-01 -1.62542978e-01 -2.08261700e-02 1.21105671e-01
-3.11819803e-02 -8.81370242e-02 2.17073733e-01 3.38470681e-03
2.89310716e-02 7.90158138e-03]
[ 3.69670380e-02 -9.16475359e-02 -2.10965398e-01 1.51169525e-01
-4.55749192e-02 8.40957328e-02 -4.45469199e-02 -1.98504253e-02
-8.99612842e-02 -4.80815130e-03]
[ -1.13388261e-01 -5.53631430e-02 -1.99146372e-01 1.67157458e-01
-2.45465380e-02 1.30965263e-01 -8.06140504e-03 -2.49498715e-01
7.89405609e-02 -1.87567324e-01]
[ -7.08280640e-02 -4.66036362e-02 2.74691510e-01 9.59690075e-02
1.26193601e-01 -6.02229958e-02 -1.16283678e-01 1.20442325e-01
7.12311101e-02 3.16962528e-02]
[ 5.54983220e-02 -2.91070917e-02 8.74806571e-02 8.64605171e-02
5.74410262e-02 -1.65754271e-02 2.30143166e-01 1.20381721e-01
-2.97005876e-02 -6.44529992e-02]
[ 1.18840325e-02 -1.45745920e-01 -2.90227346e-01 -4.74782400e-02
1.55541338e-01 -9.29577801e-02 1.51692480e-01 1.63768466e-01
1.11556213e-01 -2.66679174e-02]
[ 4.83937791e-02 -1.64827121e-02 -1.16890800e-01 4.29996482e-02
-9.33578869e-02 3.22211049e-01 2.64207002e-01 2.04733920e-01
-1.61436474e-01 -6.24821356e-02]
[ 5.37317422e-03 -3.20814234e-03 1.24222572e-01 1.10795285e-01
-1.47998381e-02 1.04139937e-01 -1.29931947e-01 -4.12029513e-02
2.17067093e-01 8.26815741e-02]
[ 1.10289174e-01 7.68300530e-02 -4.54934894e-02 -9.84101874e-02
-9.79595814e-02 -3.30219790e-01 1.14971983e-01 8.65360421e-03
1.43193206e-01 8.98006695e-02]
[ -1.00124405e-01 -1.28559830e-02 -1.54584709e-02 2.30372915e-02
3.09989645e-03 -2.03968659e-01 -8.12495059e-02 -1.98846600e-02
1.66235130e-02 1.28038354e-01]
[ -1.50607011e-01 -9.86475859e-02 -1.99527623e-01 -9.84459396e-03
-2.69938697e-01 -2.75972902e-03 2.04751244e-02 -2.42601671e-02
-1.92215317e-03 5.39571024e-02]
[ -3.07632747e-02 -1.01886067e-01 -7.49809039e-02 -1.27352223e-01
5.31215213e-01 2.76072028e-01 5.73308223e-01 1.13025766e-01
-1.81987964e-01 -3.77933132e-01]
[ -1.79083957e-02 -3.99028733e-01 -3.07747778e-02 -7.49948597e-02
6.64973873e-01 1.01445688e-01 5.32695414e-01 9.13058954e-02
2.82673975e-02 -3.86282021e-01]
[ 1.09417186e-02 -4.53210208e-01 -4.33621990e-02 -1.07214342e-01
6.75590564e-01 2.34535972e-02 4.99576699e-01 4.86924066e-02
-3.63696366e-01 -2.18994160e-01]
[ -1.69970297e-01 -5.97463315e-01 -9.26115025e-03 -2.02486295e-01
7.66706131e-01 -9.10468384e-02 6.25084248e-01 -8.28108432e-02
-6.71115571e-02 8.44271465e-02]
[ -2.94014302e-01 -4.12296023e-01 5.56479652e-02 -4.76010249e-02
9.14447725e-01 1.42141077e-01 4.29699640e-01 4.76076477e-02
-8.88841996e-02 -1.36409652e-01]
[ -2.05790605e-01 -3.09995761e-01 2.51221736e-01 -2.43664954e-01
6.66045229e-01 -4.42421659e-02 6.93673931e-01 1.30323186e-02
-2.57652061e-01 -2.87518565e-02]
[ -1.29102885e-01 -2.23321639e-01 -1.80383489e-01 -9.95618715e-02
4.84511862e-01 -2.30645535e-01 1.78027965e-01 1.69096094e-01
-7.98498438e-03 -1.17314905e-01]
[ 1.08574324e-01 2.39980756e-01 1.62901088e-01 -9.50470687e-02
-6.98427133e-02 5.11536819e-02 -1.45800272e-01 2.82716362e-01
7.22945539e-02 1.75414846e-01]
[ 3.48833458e-01 3.24508776e-01 -8.30434445e-02 3.12236520e-01
-8.79406989e-01 -2.87374603e-01 -4.78768632e-01 1.77276426e-01
3.82615820e-01 -3.30119349e-02]
[ 4.51087168e-02 1.29393706e-01 2.52143895e-01 2.46564154e-01
-5.06575331e-02 -1.95155235e-01 -1.72668803e-01 -1.33194687e-01
-1.41952001e-01 -2.92403410e-01]
[ 2.49917250e-02 -5.95702425e-02 -1.17690920e-01 -5.19271970e-02
2.28114705e-01 3.98770652e-02 -9.93029342e-03 -1.84461249e-01
3.58059217e-02 2.09857059e-01]
[ 1.63993766e-03 -4.91888330e-02 -6.67303588e-02 -5.05925076e-02
-2.59059816e-02 -1.77372646e-01 8.41053609e-02 1.00317051e-02
3.74988494e-02 5.36960706e-03]
[ 2.82477929e-02 7.23613757e-02 2.43828275e-01 7.28123820e-02
-2.25039165e-01 -1.34676525e-01 1.11006323e-01 3.95159478e-02
-1.86472265e-01 1.06044686e-01]
[ 7.30843516e-02 3.66761043e-02 1.08031564e-01 8.55035526e-03
-2.42695272e-01 6.82326210e-02 5.98192443e-02 -2.70766906e-01
-1.65274016e-02 -8.75745763e-02]
[ -7.42838856e-03 1.02580535e-01 8.63014102e-02 -2.49892446e-02
-5.85881978e-02 1.79181585e-01 8.78028472e-02 1.18836120e-01
-1.76346164e-02 1.77227849e-01]
[ 2.18046163e-01 6.35489132e-02 2.72437621e-02 7.65503421e-02
4.88967696e-02 -2.20417649e-02 -1.59486153e-01 1.48057427e-01
-5.80438323e-02 -2.44437797e-02]
[ 4.66568794e-02 5.69956280e-03 1.87613729e-02 4.73238179e-02
-4.29529463e-01 -1.24629900e-01 -2.16916218e-01 4.16379671e-02
1.23858109e-01 1.98626118e-01]
[ 4.64144249e-02 5.09569110e-01 1.22769178e-01 4.17252039e-01
-1.12931042e+00 -3.03850423e-01 -5.97957866e-01 -7.21841636e-02
2.88279766e-01 3.30464314e-01]
[ 1.86075695e-01 5.16254695e-01 6.92789603e-02 4.35802846e-01
-9.37911349e-01 -8.70994829e-02 -4.57332573e-01 1.51856038e-01
2.18069788e-01 4.93432284e-01]
[ 2.58994236e-01 3.16763631e-01 2.48095398e-01 1.53276108e-01
-4.44812601e-01 7.87572392e-02 -2.26092160e-01 1.63079272e-01
2.43561514e-01 8.33724449e-02]
[ -7.13735540e-02 2.26446741e-01 2.42516063e-01 2.00032542e-02
-4.85442743e-02 1.29728228e-01 -1.06584903e-01 -1.49222104e-02
-3.00999100e-02 5.35821157e-02]
[ -9.74756348e-02 -1.31630996e-03 2.53376637e-02 9.51476000e-02
-5.71071067e-02 1.15409162e-01 2.49573355e-01 2.02757057e-02
-2.73400078e-01 -9.16028750e-02]
[ -2.23931423e-01 -3.61600844e-02 -9.48519760e-02 -3.49017099e-01
1.95981704e-01 1.20958364e-01 1.13568978e-01 1.03093698e-01
-2.10953783e-01 2.75234715e-02]
[ 9.80809948e-03 -3.92029535e-01 -1.27665016e-01 -1.62221200e-01
3.73615135e-01 2.60688991e-02 1.85651768e-01 1.52435698e-01
-1.65893783e-01 -2.22874930e-01]
[ 1.27653087e-01 -2.18402312e-01 -1.48735873e-01 -9.72405796e-03
6.58427766e-02 -5.31837740e-02 6.21158495e-02 -1.51584049e-01
1.24198657e-01 -1.36810469e-01]
[ -1.16664263e-01 8.50758114e-02 2.63254428e-01 -8.55592075e-03
1.55183217e-01 8.15312786e-02 3.25016962e-02 -2.97585683e-01
-1.12421599e-01 -5.82358210e-02]
[ -3.51875349e-01 2.64985743e-02 1.21991968e-02 -3.25530224e-02
1.69305341e-01 -1.71699508e-01 1.26029246e-02 2.34136485e-01
-9.12810039e-02 6.89837117e-02]
[ 1.41831934e-01 2.05696263e-02 -2.36337337e-01 -8.94388383e-02
1.25761123e-01 -2.95573806e-01 7.21957522e-02 -1.68121968e-01
-3.59873087e-03 -1.94802212e-01]
[ 2.14225101e-01 -1.69125602e-01 6.54113213e-02 -1.76980996e-02
7.74080796e-02 -3.66621958e-02 2.49811002e-02 -1.36406486e-01
1.17034703e-01 -1.75283169e-01]
[ -1.04169494e-01 -6.66438518e-02 1.21883629e-01 1.10944397e-01
3.59071043e-02 -1.14027071e-01 2.53036059e-01 -7.76965902e-02
1.85257534e-01 -2.32357681e-03]
[ -6.48628047e-03 -1.86637763e-01 1.99462664e-01 -2.50913395e-01
-4.72670402e-02 1.17359259e-01 7.24827496e-02 -1.17176753e-01
2.05409787e-02 2.18268615e-01]]
[[ 0.64315852]
[ 1.63538997]
[ 0.28761606]
[ 0.89654595]
[-2.67604862]
[-0.24139012]
[-1.61214214]
[ 0.08275224]
[ 0.71823004]
[ 0.91269217]]
Progress: 34.0% ... Training loss: 0.293 ... Validation loss: 0.466[[ 1.60246539e-01 2.12301082e-01 -1.06208889e-01 1.07828656e-01
-5.28477264e-01 -7.08675140e-02 -5.98710435e-02 1.21846886e-01
-6.03660967e-02 1.85692367e-01]
[ 1.42258591e-02 1.53693918e-01 -1.93677097e-02 4.51207764e-02
8.83146019e-02 -6.50451407e-03 3.10296414e-01 4.12638959e-02
1.41546248e-01 -2.78559200e-02]
[ 1.81298297e-01 6.74229886e-01 9.58217649e-03 -3.82086049e-02
4.80167324e-01 -2.20414615e-02 -7.54168106e-01 -4.03493498e-02
5.16844030e-02 2.73043509e-01]
[ 1.05877370e-02 -3.45069408e-01 -2.15969190e-01 1.03914476e-01
-1.23599396e-02 1.46481687e-01 1.73892513e-01 5.93405503e-02
7.23660322e-02 2.13507309e-01]
[ -1.12957914e-02 1.21729967e-01 -1.46279651e-01 4.78569950e-02
-1.46091873e-02 -1.82567692e-01 5.29550482e-02 -1.17912922e-01
-1.86698548e-01 -2.64764125e-02]
[ -3.84455943e-01 -6.01171814e-01 -2.96994370e-01 1.55934370e-01
4.31076975e-02 4.24251980e-02 2.93483763e-01 -3.78917822e-02
-2.14162506e-02 -1.61053205e-02]
[ -3.65639079e-03 -2.08313919e-01 9.83164831e-03 9.05372158e-02
-4.27689125e-03 -7.14042459e-02 1.75695007e-01 -1.90590302e-01
1.94403008e-01 3.23393070e-02]
[ 1.13858056e-01 -2.37297091e-01 3.51700372e-02 -6.70643201e-02
5.91712809e-02 -4.87492782e-02 6.86782062e-02 1.20016898e-01
8.26096040e-02 -2.12325756e-02]
[ -1.74938948e-01 -1.34576348e-01 -3.03977254e-01 -2.32854889e-02
-2.38371352e-03 6.97771152e-02 -1.52725131e-01 -2.90353460e-02
2.60870005e-01 -1.33769446e-01]
[ 5.48380318e-02 -3.79985504e-01 8.94987353e-02 3.08498990e-02
-2.53845734e-02 -1.17565804e-01 1.75679518e-01 -1.03738710e-01
2.12973362e-02 1.04173997e-01]
[ -8.76909194e-02 -5.17687781e-02 -8.43718412e-04 -1.49944143e-01
1.02620703e-03 1.97302608e-02 1.84879084e-01 -1.03178466e-01
-1.70200591e-02 -1.31329787e-01]
[ -1.22422201e-01 -1.53285894e-01 -7.18619991e-02 -7.54588167e-03
3.85623890e-01 1.02662027e-01 1.11320677e-01 -1.66027630e-02
-1.74200733e-01 -2.19331444e-01]
[ -1.57074816e-01 4.29642250e-03 6.18609527e-02 2.15283224e-02
-1.71875777e-01 -2.19670702e-01 -1.77826155e-01 -1.97032669e-01
8.68104419e-02 1.73855552e-01]
[ -2.63007318e-01 -3.10275754e-01 1.02729125e-01 2.35361853e-01
-9.38377229e-02 -7.13408034e-02 5.05272232e-02 -2.58739672e-01
-2.51202046e-01 -5.97465339e-02]
[ 1.04389474e-01 -1.65023252e-01 -2.14256982e-02 1.19277822e-01
-2.65177165e-02 -8.76511043e-02 2.19554019e-01 3.21302731e-03
2.74552818e-02 6.06037401e-03]
[ 3.68893837e-02 -9.17563292e-02 -2.11001219e-01 1.51058903e-01
-4.52663268e-02 8.41262852e-02 -4.43945614e-02 -1.98607400e-02
-9.00514730e-02 -4.92173778e-03]
[ -1.14563893e-01 -5.80909192e-02 -1.99658099e-01 1.65537213e-01
-1.96735749e-02 1.31389760e-01 -5.48264300e-03 -2.49628992e-01
7.76410702e-02 -1.89149384e-01]
[ -7.26919060e-02 -5.10021881e-02 2.73836987e-01 9.33543622e-02
1.33760352e-01 -5.95091469e-02 -1.11583351e-01 1.20194954e-01
6.92454979e-02 2.89665098e-02]
[ 5.57256477e-02 -2.85114702e-02 8.75903679e-02 8.67873376e-02
5.64800225e-02 -1.66634585e-02 2.29598629e-01 1.20412961e-01
-2.94510593e-02 -6.41161276e-02]
[ 1.11989828e-02 -1.47244078e-01 -2.90583301e-01 -4.85890623e-02
1.58492367e-01 -9.26632380e-02 1.53014039e-01 1.63668902e-01
1.10705204e-01 -2.75499682e-02]
[ 4.88673921e-02 -1.56084947e-02 -1.16656108e-01 4.37144386e-02
-9.53316771e-02 3.22015799e-01 2.63221094e-01 2.04801227e-01
-1.60852674e-01 -6.18054759e-02]
[ 4.80296630e-03 -4.57812101e-03 1.23962357e-01 1.09973957e-01
-1.27316550e-02 1.04355368e-01 -1.28426560e-01 -4.12797140e-02
2.16436240e-01 8.18967227e-02]
[ 1.10072536e-01 7.62424887e-02 -4.55933046e-02 -9.87273787e-02
-9.69677650e-02 -3.30135124e-01 1.15563513e-01 8.62752408e-03
1.42928762e-01 8.94793260e-02]
[ -1.00645960e-01 -1.36733187e-02 -1.56928490e-02 2.22806823e-02
5.22934877e-03 -2.03768116e-01 -7.99916019e-02 -1.99510990e-02
1.60744839e-02 1.27269471e-01]
[ -1.50283850e-01 -9.80273041e-02 -1.99372632e-01 -9.33304932e-03
-2.70837547e-01 -2.89558304e-03 1.96188764e-02 -2.42134752e-02
-1.53935552e-03 5.44778965e-02]
[ -3.07279880e-02 -1.01863540e-01 -7.49675092e-02 -1.27306199e-01
5.31067559e-01 2.76056868e-01 5.73263509e-01 1.13030146e-01
-1.81955233e-01 -3.77889955e-01]
[ -1.81192236e-02 -3.99652770e-01 -3.08617259e-02 -7.52787622e-02
6.65697329e-01 1.01521951e-01 5.33374045e-01 9.12784403e-02
2.80579219e-02 -3.86604972e-01]
[ 1.00338940e-02 -4.55220059e-01 -4.37711848e-02 -1.08514936e-01
6.79158691e-01 2.37910261e-02 5.01620234e-01 4.85766521e-02
-3.64718284e-01 -2.20273863e-01]
[ -1.70065759e-01 -5.97510071e-01 -9.30087440e-03 -2.02610566e-01
7.67040725e-01 -9.10150943e-02 6.25173481e-01 -8.28214604e-02
-6.71937235e-02 8.43157811e-02]
[ -2.93958078e-01 -4.12216734e-01 5.56826646e-02 -4.74644613e-02
9.14065459e-01 1.42104759e-01 4.29573250e-01 4.76199252e-02
-8.87719583e-02 -1.36273006e-01]
[ -2.05872754e-01 -3.10214672e-01 2.51188619e-01 -2.43773158e-01
6.66287328e-01 -4.42109528e-02 6.93913763e-01 1.30217152e-02
-2.57744519e-01 -2.88521048e-02]
[ -1.29419541e-01 -2.24097044e-01 -1.80525691e-01 -1.00012408e-01
4.85524488e-01 -2.30524104e-01 1.78829514e-01 1.69056043e-01
-8.31659759e-03 -1.17759446e-01]
[ 1.07906097e-01 2.38845382e-01 1.62570186e-01 -9.60516474e-02
-6.70232374e-02 5.14326512e-02 -1.44468935e-01 2.82624650e-01
7.15018726e-02 1.74509423e-01]
[ 3.48566494e-01 3.23699593e-01 -8.31711252e-02 3.11884349e-01
-8.77869036e-01 -2.87266492e-01 -4.78010611e-01 1.77239275e-01
3.82402920e-01 -3.34044724e-02]
[ 4.51731688e-02 1.29613570e-01 2.52172683e-01 2.46666534e-01
-5.09430566e-02 -1.95181026e-01 -1.72837626e-01 -1.33184658e-01
-1.41886217e-01 -2.92303801e-01]
[ 2.46030950e-02 -6.04092171e-02 -1.17866873e-01 -5.25152516e-02
2.29563354e-01 4.00308127e-02 -8.93706926e-03 -1.84515151e-01
3.53269261e-02 2.09308268e-01]
[ 1.32995794e-03 -4.97960382e-02 -6.68784009e-02 -5.10659064e-02
-2.45855310e-02 -1.77253557e-01 8.47179086e-02 9.98904832e-03
3.71301699e-02 4.88885696e-03]
[ 2.81102546e-02 7.19974057e-02 2.43761075e-01 7.26388169e-02
-2.24548168e-01 -1.34632314e-01 1.11287874e-01 3.95002376e-02
-1.86616219e-01 1.05865058e-01]
[ 7.21635398e-02 3.46574559e-02 1.07608616e-01 7.21454025e-03
-2.38855151e-01 6.85776604e-02 6.18839741e-02 -2.70875545e-01
-1.75940089e-02 -8.89220837e-02]
[ -7.39370107e-03 1.03019331e-01 8.63122257e-02 -2.49615334e-02
-5.84723987e-02 1.79165195e-01 8.74861094e-02 1.18841465e-01
-1.75971488e-02 1.77256585e-01]
[ 2.18285946e-01 6.41918162e-02 2.73748049e-02 7.69549751e-02
4.75053388e-02 -2.21536920e-02 -1.60074672e-01 1.48094643e-01
-5.77184054e-02 -2.40698269e-02]
[ 4.59548927e-02 4.38755751e-03 1.84141503e-02 4.62416243e-02
-4.26398074e-01 -1.24348354e-01 -2.15615584e-01 4.15373804e-02
1.22983749e-01 1.97607307e-01]
[ 4.59815130e-02 5.08190468e-01 1.22542528e-01 4.16606330e-01
-1.12887282e+00 -3.03684208e-01 -5.96607488e-01 -7.22396199e-02
2.87701527e-01 3.29711106e-01]
[ 1.85534249e-01 5.15361343e-01 6.90273543e-02 4.35105941e-01
-9.37069753e-01 -8.68920883e-02 -4.56258811e-01 1.51784219e-01
2.17448370e-01 4.92651397e-01]
[ 2.58173721e-01 3.14998744e-01 2.47712669e-01 1.52085584e-01
-4.41597172e-01 7.90751308e-02 -2.24292331e-01 1.62967686e-01
2.42639051e-01 8.22060507e-02]
[ -7.15211962e-02 2.26049294e-01 2.42450948e-01 1.97989283e-02
-4.79172307e-02 1.29786365e-01 -1.06146997e-01 -1.49384266e-02
-3.02586908e-02 5.33660603e-02]
[ -9.78454441e-02 -2.19725550e-03 2.51760783e-02 9.46568565e-02
-5.55665517e-02 1.15545468e-01 2.50396424e-01 2.02294775e-02
-2.73803416e-01 -9.21147343e-02]
[ -2.23833911e-01 -3.59287192e-02 -9.48133333e-02 -3.48878764e-01
1.95588922e-01 1.20922840e-01 1.13344409e-01 1.03105770e-01
-2.10844954e-01 2.76586761e-02]
[ 9.47618149e-03 -3.92833751e-01 -1.27810489e-01 -1.62682585e-01
3.74979263e-01 2.61926817e-02 1.86490882e-01 1.52393196e-01
-1.66265089e-01 -2.23333343e-01]
[ 1.26336773e-01 -2.20388617e-01 -1.49343676e-01 -1.15128730e-02
6.97812105e-02 -5.26910364e-02 6.48807588e-02 -1.51760039e-01
1.22841336e-01 -1.38723169e-01]
[ -1.17898950e-01 8.20306071e-02 2.62693287e-01 -1.02724273e-02
1.59952465e-01 8.19935958e-02 3.53645643e-02 -2.97739803e-01
-1.13825493e-01 -6.00047868e-02]
[ -3.52648688e-01 2.47810173e-02 1.18325141e-02 -3.36630951e-02
1.72782896e-01 -1.71407665e-01 1.44390216e-02 2.34040851e-01
-9.21747723e-02 6.78800378e-02]
[ 1.40586762e-01 1.77792080e-02 -2.36880064e-01 -9.11579657e-02
1.30664268e-01 -2.95125797e-01 7.48886688e-02 -1.68271044e-01
-4.98910346e-03 -1.96515835e-01]
[ 2.12318033e-01 -1.73323479e-01 6.45338876e-02 -2.04228603e-02
8.46425729e-02 -3.59311950e-02 2.95030533e-02 -1.36656785e-01
1.14891683e-01 -1.78024743e-01]
[ -1.03942156e-01 -6.63248006e-02 1.21975259e-01 1.11226870e-01
3.51905953e-02 -1.14116900e-01 2.52508316e-01 -7.76687874e-02
1.85490938e-01 -2.06248707e-03]
[ -7.36039334e-03 -1.88464518e-01 1.99020120e-01 -2.52247820e-01
-4.48609736e-02 1.17720590e-01 7.43808745e-02 -1.17296760e-01
1.94470745e-02 2.17046312e-01]]
[[ 0.62060109]
[ 1.62041361]
[ 0.2641031 ]
[ 0.87007141]
[-2.69524946]
[-0.26201992]
[-1.64065342]
[ 0.06202361]
[ 0.69327511]
[ 0.88921732]]
Progress: 34.0% ... Training loss: 0.280 ... Validation loss: 0.448[[ 1.66005199e-01 2.25955846e-01 -1.03809254e-01 1.16069415e-01
-5.51533572e-01 -7.33342615e-02 -7.43958255e-02 1.22437816e-01
-5.38018465e-02 1.93930174e-01]
[ 1.43883632e-02 1.54120760e-01 -1.92981417e-02 4.53487541e-02
8.76891764e-02 -6.57142480e-03 3.09917954e-01 4.12797950e-02
1.41726450e-01 -2.76353821e-02]
[ 1.82760058e-01 6.79095262e-01 1.03336216e-02 -3.56919748e-02
4.73775800e-01 -2.27949584e-02 -7.59574552e-01 -4.01719710e-02
5.35368496e-02 2.75439780e-01]
[ 1.27436719e-02 -3.41565125e-01 -2.15191548e-01 1.06679850e-01
-1.70461869e-02 1.45582413e-01 1.68852963e-01 5.95496685e-02
7.47048640e-02 2.16767496e-01]
[ -1.35942995e-02 1.15756050e-01 -1.47250647e-01 4.44817774e-02
-6.17727178e-03 -1.81547584e-01 5.93617229e-02 -1.18158327e-01
-1.89148194e-01 -3.02878789e-02]
[ -3.83007556e-01 -5.98302718e-01 -2.96521223e-01 1.57722057e-01
3.73931909e-02 4.18663664e-02 2.90417464e-01 -3.77539724e-02
-1.98493809e-02 -1.42277428e-02]
[ -1.85957195e-03 -2.04378214e-01 1.05767168e-02 9.31381681e-02
-1.11449227e-02 -7.21810048e-02 1.71618407e-01 -1.90414738e-01
1.96349036e-01 3.48132643e-02]
[ 1.15174969e-01 -2.33642566e-01 3.58198560e-02 -6.49067689e-02
5.25700641e-02 -4.94479784e-02 6.46088416e-02 1.20171837e-01
8.43385082e-02 -1.92128059e-02]
[ -1.75059094e-01 -1.35056887e-01 -3.03996514e-01 -2.34440640e-02
-1.81350370e-03 6.98332504e-02 -1.52110975e-01 -2.90449006e-02
2.60663014e-01 -1.33997139e-01]
[ 5.81495317e-02 -3.71520310e-01 9.09769607e-02 3.58795068e-02
-4.13593210e-02 -1.19028885e-01 1.67428705e-01 -1.03394359e-01
2.52106808e-02 1.08904181e-01]
[ -8.68411777e-02 -5.04079004e-02 -5.45860070e-04 -1.48929196e-01
-1.13590301e-03 1.93250846e-02 1.83009849e-01 -1.03090821e-01
-1.61788399e-02 -1.30288039e-01]
[ -1.22141469e-01 -1.53133178e-01 -7.17893082e-02 -7.20282133e-03
3.85147202e-01 1.02552130e-01 1.10842618e-01 -1.65759996e-02
-1.73920486e-01 -2.18959765e-01]
[ -1.57074816e-01 4.29642250e-03 6.18609527e-02 2.15283224e-02
-1.71875777e-01 -2.19670702e-01 -1.77826155e-01 -1.97032669e-01
8.68104419e-02 1.73855552e-01]
[ -2.62696598e-01 -3.09799999e-01 1.02869477e-01 2.35821680e-01
-9.54475680e-02 -7.14775796e-02 4.99148043e-02 -2.58709567e-01
-2.50838340e-01 -5.93289808e-02]
[ 1.05409459e-01 -1.63312558e-01 -2.10394231e-02 1.20633968e-01
-3.00702674e-02 -8.80629696e-02 2.17639906e-01 3.31449781e-03
2.85833421e-02 7.45378004e-03]
[ 3.76720351e-02 -9.01830770e-02 -2.10740608e-01 1.52033008e-01
-4.79503858e-02 8.38066736e-02 -4.62733469e-02 -1.97827261e-02
-8.91939243e-02 -3.82088884e-03]
[ -1.13482198e-01 -5.55158009e-02 -1.99209029e-01 1.67074118e-01
-2.39364524e-02 1.30920434e-01 -8.15649451e-03 -2.49526332e-01
7.88320912e-02 -1.87670246e-01]
[ -7.19330531e-02 -4.95047137e-02 2.74143541e-01 9.44421685e-02
1.30883881e-01 -5.98197901e-02 -1.13145128e-01 1.20269553e-01
7.00522472e-02 3.00058482e-02]
[ 5.60616295e-02 -2.75541635e-02 8.77444702e-02 8.73450355e-02
5.45058263e-02 -1.68413917e-02 2.28562266e-01 1.20453349e-01
-2.90245111e-02 -6.36087746e-02]
[ 1.13034625e-02 -1.46967764e-01 -2.90533995e-01 -4.84668744e-02
1.58098993e-01 -9.27271753e-02 1.52442987e-01 1.63677692e-01
1.10851723e-01 -2.74045299e-02]
[ 4.93095557e-02 -1.41306522e-02 -1.16393301e-01 4.46161851e-02
-9.79292861e-02 3.21740840e-01 2.61699429e-01 2.04864349e-01
-1.60185465e-01 -6.09505982e-02]
[ 5.22139764e-03 -3.57016361e-03 1.24151382e-01 1.10557828e-01
-1.40324364e-02 1.04181905e-01 -1.29372885e-01 -4.12340245e-02
2.16885101e-01 8.24088966e-02]
[ 1.10701618e-01 7.77167721e-02 -4.53260080e-02 -9.78332813e-02
-9.92806761e-02 -3.30365413e-01 1.14175969e-01 8.68959782e-03
1.43589776e-01 9.03265102e-02]
[ -1.01197412e-01 -1.51692177e-02 -1.58940469e-02 2.15203192e-02
7.12850639e-03 -2.03579818e-01 -7.85044813e-02 -2.00038215e-02
1.54616316e-02 1.26476348e-01]
[ -1.51174468e-01 -9.95786149e-02 -1.99788059e-01 -1.06594616e-02
-2.67785575e-01 -2.49323409e-03 2.16375445e-02 -2.43089062e-02
-2.58892908e-03 5.31173195e-02]
[ -3.04633028e-02 -1.01455027e-01 -7.48607178e-02 -1.26912852e-01
5.29885065e-01 2.75921798e-01 5.72833126e-01 1.13057886e-01
-1.81660765e-01 -3.77510910e-01]
[ -1.80392246e-02 -3.99749885e-01 -3.08349661e-02 -7.51961403e-02
6.65410543e-01 1.01501908e-01 5.33498712e-01 9.12843566e-02
2.81278223e-02 -3.86570058e-01]
[ 1.00204516e-02 -4.55371135e-01 -4.37738752e-02 -1.08526482e-01
6.79132598e-01 2.37948590e-02 5.01749760e-01 4.85754791e-02
-3.64728307e-01 -2.20306532e-01]
[ -1.70029086e-01 -5.97676027e-01 -9.27222099e-03 -2.02515823e-01
7.66808272e-01 -9.10438791e-02 6.25301896e-01 -8.28150420e-02
-6.71232951e-02 8.43969344e-02]
[ -2.93724902e-01 -4.11834626e-01 5.57847641e-02 -4.71292397e-02
9.13352026e-01 1.42012099e-01 4.29011711e-01 4.76440141e-02
-8.85334496e-02 -1.35928871e-01]
[ -2.05949928e-01 -3.10450981e-01 2.51155671e-01 -2.43878640e-01
6.66663224e-01 -4.41785344e-02 6.94107527e-01 1.30143363e-02
-2.57831395e-01 -2.89437968e-02]
[ -1.29348085e-01 -2.24117190e-01 -1.80490029e-01 -9.98775721e-02
4.85133336e-01 -2.30562830e-01 1.78791056e-01 1.69065429e-01
-8.21269457e-03 -1.17638129e-01]
[ 1.08302262e-01 2.40300319e-01 1.62741787e-01 -9.54630469e-02
-6.92975676e-02 5.12540224e-02 -1.45931199e-01 2.82664985e-01
7.19415334e-02 1.75078831e-01]
[ 3.49916783e-01 3.26766772e-01 -8.26208101e-02 3.13736256e-01
-8.81956868e-01 -2.87879074e-01 -4.81480313e-01 1.77382355e-01
3.84024936e-01 -3.13337801e-02]
[ 4.57444814e-02 1.31138061e-01 2.52413571e-01 2.47443269e-01
-5.32891237e-02 -1.95396123e-01 -1.74271484e-01 -1.33130513e-01
-1.41246901e-01 -2.91510359e-01]
[ 2.44995404e-02 -6.06755310e-02 -1.17915566e-01 -5.26925715e-02
2.29714242e-01 4.00779770e-02 -8.79326498e-03 -1.84532004e-01
3.51766038e-02 2.09078262e-01]
[ 9.85430117e-04 -5.07765826e-02 -6.70287277e-02 -5.15422790e-02
-2.29002594e-02 -1.77126774e-01 8.56857616e-02 9.95416189e-03
3.67411133e-02 4.39429148e-03]
[ 2.82892649e-02 7.26542996e-02 2.43843964e-01 7.29239246e-02
-2.25481012e-01 -1.34725111e-01 1.10573320e-01 3.95197884e-02
-1.86400686e-01 1.06064263e-01]
[ 7.19983970e-02 3.43407311e-02 1.07540879e-01 6.98381222e-03
-2.38218945e-01 6.86442578e-02 6.22841241e-02 -2.70891335e-01
-1.77786889e-02 -8.91593774e-02]
[ -6.07580935e-03 1.05697393e-01 8.68607620e-02 -2.30334123e-02
-6.42395322e-02 1.78596682e-01 8.42351187e-02 1.18981608e-01
-1.60235781e-02 1.79155708e-01]
[ 2.18624543e-01 6.50988479e-02 2.74978483e-02 7.74252924e-02
4.61651868e-02 -2.22920399e-02 -1.60848577e-01 1.48127297e-01
-5.73436323e-02 -2.36186438e-02]
[ 4.68351447e-02 6.68129762e-03 1.87926135e-02 4.74952388e-02
-4.29931228e-01 -1.24665319e-01 -2.17507954e-01 4.16243709e-02
1.23888646e-01 1.98821880e-01]
[ 4.58083054e-02 5.07824569e-01 1.22461289e-01 4.16335056e-01
-1.12813710e+00 -3.03611326e-01 -5.96311346e-01 -7.22589798e-02
2.87496851e-01 3.29496071e-01]
[ 1.85361054e-01 5.14891855e-01 6.89847744e-02 4.34879885e-01
-9.36550796e-01 -8.68838981e-02 -4.55674184e-01 1.51773988e-01
2.17243663e-01 4.92307304e-01]
[ 2.57427806e-01 3.13453977e-01 2.47399641e-01 1.51082167e-01
-4.39047508e-01 7.93848345e-02 -2.22532729e-01 1.62892361e-01
2.41818632e-01 8.11347960e-02]
[ -7.14185047e-02 2.26459239e-01 2.42487159e-01 1.99151499e-02
-4.83163220e-02 1.29754332e-01 -1.06506200e-01 -1.49301058e-02
-3.01774137e-02 5.34867032e-02]
[ -9.78324974e-02 -2.18466421e-03 2.51712157e-02 9.46665324e-02
-5.56893408e-02 1.15542045e-01 2.50360627e-01 2.02302999e-02
-2.73795440e-01 -9.20962672e-02]
[ -2.23460508e-01 -3.51756824e-02 -9.46654736e-02 -3.48346854e-01
1.94078717e-01 1.20761242e-01 1.12525260e-01 1.03143266e-01
-2.10421694e-01 2.81872653e-02]
[ 9.50576726e-03 -3.92789153e-01 -1.27797381e-01 -1.62645755e-01
3.74859132e-01 2.61822215e-02 1.86406395e-01 1.52395863e-01
-1.66239006e-01 -2.23299014e-01]
[ 1.28889161e-01 -2.15218687e-01 -1.48264821e-01 -7.83601964e-03
5.93058186e-02 -5.37768594e-02 5.93792451e-02 -1.51502860e-01
1.25717753e-01 -1.35126690e-01]
[ -1.17607003e-01 8.24315691e-02 2.62830843e-01 -9.84118511e-03
1.58965670e-01 8.18377830e-02 3.48913404e-02 -2.97706966e-01
-1.13482695e-01 -5.96787029e-02]
[ -3.53432890e-01 2.30093093e-02 1.15095647e-02 -3.47729291e-02
1.75733575e-01 -1.71083921e-01 1.62321648e-02 2.33962046e-01
-9.30624328e-02 6.67367156e-02]
[ 1.41768489e-01 2.01861740e-02 -2.36327918e-01 -8.92599006e-02
1.25604150e-01 -2.95738771e-01 7.22568458e-02 -1.68131395e-01
-3.53607082e-03 -1.94582664e-01]
[ 2.11875701e-01 -1.74269489e-01 6.43492186e-02 -2.10641083e-02
8.61736304e-02 -3.57417386e-02 3.03151946e-02 -1.36700928e-01
1.14412126e-01 -1.78690985e-01]
[ -1.03299089e-01 -6.50499264e-02 1.22192965e-01 1.11974224e-01
3.34150662e-02 -1.14376740e-01 2.51131942e-01 -7.76070246e-02
1.86072975e-01 -1.21703648e-03]
[ -6.36101393e-03 -1.85020745e-01 1.99390253e-01 -2.50862637e-01
-4.96584219e-02 1.17343685e-01 7.11604169e-02 -1.17206484e-01
2.05948197e-02 2.18298303e-01]]
[[ 0.63917609]
[ 1.63257511]
[ 0.27764963]
[ 0.88759971]
[-2.68364782]
[-0.24768551]
[-1.62447601]
[ 0.07717512]
[ 0.71077099]
[ 0.9069291 ]]
Progress: 34.1% ... Training loss: 0.286 ... Validation loss: 0.455[[ 1.62441341e-01 2.16114511e-01 -1.05395062e-01 1.11166021e-01
-5.38758732e-01 -7.18783969e-02 -6.47892063e-02 1.22000405e-01
-5.76359899e-02 1.89032708e-01]
[ 1.42868130e-02 1.53607513e-01 -1.93195045e-02 4.52999888e-02
8.77135302e-02 -6.55971014e-03 3.10300196e-01 4.12768705e-02
1.41660115e-01 -2.77422343e-02]
[ 1.79619659e-01 6.71599210e-01 8.96186002e-03 -4.03656557e-02
4.88665525e-01 -2.15092906e-02 -7.52095619e-01 -4.05676114e-02
5.01051682e-02 2.71036941e-01]
[ 1.07214699e-02 -3.46207296e-01 -2.16112333e-01 1.03956322e-01
-1.07258759e-02 1.46336746e-01 1.74108605e-01 5.93164551e-02
7.25116263e-02 2.14066286e-01]
[ -1.30513743e-02 1.17041754e-01 -1.46797649e-01 4.54195954e-02
-8.39181959e-03 -1.81952439e-01 5.82166579e-02 -1.18087455e-01
-1.88591840e-01 -2.96821125e-02]
[ -3.81725438e-01 -5.96297557e-01 -2.95914153e-01 1.59746104e-01
3.04929662e-02 4.13254976e-02 2.88134694e-01 -3.75853588e-02
-1.82967737e-02 -1.22725082e-02]
[ -3.53065212e-03 -2.08918959e-01 9.78307349e-03 9.08036636e-02
-5.29914655e-03 -7.15250002e-02 1.75942959e-01 -1.90627190e-01
1.94504045e-01 3.24221285e-02]
[ 1.13410222e-01 -2.38896697e-01 3.50905717e-02 -6.73619899e-02
5.99929849e-02 -4.87688841e-02 6.97293009e-02 1.19968678e-01
8.25055384e-02 -2.15829147e-02]
[ -1.75605419e-01 -1.36542626e-01 -3.04224300e-01 -2.41727066e-02
4.73366849e-04 7.00236172e-02 -1.50959998e-01 -2.91117366e-02
2.60100156e-01 -1.34731746e-01]
[ 5.50485873e-02 -3.80010328e-01 8.96615466e-02 3.17276229e-02
-3.08716113e-02 -1.17837827e-01 1.75568458e-01 -1.03776535e-01
2.18721326e-02 1.04749913e-01]
[ -8.68367988e-02 -5.16498477e-02 -5.91265147e-04 -1.48951647e-01
-1.14824547e-03 1.93521821e-02 1.83697764e-01 -1.03083801e-01
-1.60931875e-02 -1.30298011e-01]
[ -1.21744938e-01 -1.52676666e-01 -7.15721319e-02 -6.52280754e-03
3.83327178e-01 1.02318571e-01 1.10328167e-01 -1.65146782e-02
-1.73355802e-01 -2.18336141e-01]
[ -1.57074816e-01 4.29642250e-03 6.18609527e-02 2.15283224e-02
-1.71875777e-01 -2.19670702e-01 -1.77826155e-01 -1.97032669e-01
8.68104419e-02 1.73855552e-01]
[ -2.62446380e-01 -3.09422233e-01 1.03043347e-01 2.36386344e-01
-9.74963245e-02 -7.16296733e-02 4.95873080e-02 -2.58666986e-01
-2.50473330e-01 -5.88381612e-02]
[ 1.05544993e-01 -1.63470823e-01 -2.09805324e-02 1.20830507e-01
-3.09571999e-02 -8.81140577e-02 2.17602733e-01 3.32979824e-03
2.87505285e-02 7.65076948e-03]
[ 3.86851226e-02 -8.81453746e-02 -2.10329814e-01 1.53451603e-01
-5.23498848e-02 8.34272909e-02 -4.83713450e-02 -1.96585251e-02
-8.80521243e-02 -2.40794628e-03]
[ -1.14476519e-01 -5.80728182e-02 -1.99668826e-01 1.65716890e-01
-2.04314148e-02 1.31304021e-01 -5.69275329e-03 -2.49644336e-01
7.77205133e-02 -1.89079493e-01]
[ -7.22093822e-02 -5.00679750e-02 2.74048003e-01 9.41007836e-02
1.31884043e-01 -5.97245714e-02 -1.12557089e-01 1.20236898e-01
6.97758534e-02 2.97440193e-02]
[ 5.58048925e-02 -2.90259518e-02 8.75718378e-02 8.69411870e-02
5.51573706e-02 -1.66800117e-02 2.29745985e-01 1.20409962e-01
-2.92825804e-02 -6.40671781e-02]
[ 9.75021281e-03 -1.50749581e-01 -2.91226447e-01 -5.08247446e-02
1.64745573e-01 -9.21312846e-02 1.56432420e-01 1.63480455e-01
1.09065094e-01 -2.97509498e-02]
[ 4.90215861e-02 -1.51352482e-02 -1.16454159e-01 4.43998705e-02
-9.68097379e-02 3.21806766e-01 2.62657816e-01 2.04850286e-01
-1.60382418e-01 -6.11424587e-02]
[ 4.63710628e-03 -4.99551220e-03 1.23901891e-01 1.09752084e-01
-1.19314799e-02 1.04410604e-01 -1.28034701e-01 -4.13072137e-02
2.16230412e-01 8.16140986e-02]
[ 1.09982945e-01 7.59245933e-02 -4.56426024e-02 -9.88554754e-02
-9.61927060e-02 -3.30103940e-01 1.15769244e-01 8.60118605e-03
1.42831611e-01 8.92915484e-02]
[ -1.00806697e-01 -1.43147362e-02 -1.57157442e-02 2.20982895e-02
5.69578062e-03 -2.03729670e-01 -7.94938451e-02 -1.99552981e-02
1.59191864e-02 1.27072692e-01]
[ -1.50992485e-01 -9.93697473e-02 -1.99706197e-01 -1.04069658e-02
-2.68474116e-01 -2.56839519e-03 2.12880143e-02 -2.42863996e-02
-2.36621404e-03 5.33771260e-02]
[ -3.06649535e-02 -1.01928346e-01 -7.49486712e-02 -1.27211162e-01
5.30824953e-01 2.76002727e-01 5.73218599e-01 1.13032451e-01
-1.81885250e-01 -3.77804507e-01]
[ -1.85591993e-02 -4.01384585e-01 -3.10829790e-02 -7.59868975e-02
6.67358286e-01 1.01714153e-01 5.35161428e-01 9.12146065e-02
2.74871201e-02 -3.87418173e-01]
[ 9.93102187e-03 -4.55521947e-01 -4.38173022e-02 -1.08662268e-01
6.79552856e-01 2.38360043e-02 5.01954619e-01 4.85629599e-02
-3.64849041e-01 -2.20454303e-01]
[ -1.70093799e-01 -5.98003503e-01 -9.28749754e-03 -2.02571268e-01
7.66917319e-01 -9.10294262e-02 6.25602234e-01 -8.28217531e-02
-6.71747275e-02 8.43496375e-02]
[ -2.93546804e-01 -4.11868290e-01 5.58824677e-02 -4.68058874e-02
9.12525232e-01 1.41919885e-01 4.28834009e-01 4.76734317e-02
-8.82712548e-02 -1.35601953e-01]
[ -2.06820286e-01 -3.12569126e-01 2.50777311e-01 -2.45102031e-01
6.70104769e-01 -4.38432690e-02 6.96219869e-01 1.29094044e-02
-2.58790520e-01 -3.01022494e-02]
[ -1.29598235e-01 -2.24850424e-01 -1.80597708e-01 -1.00228512e-01
4.86174686e-01 -2.30465110e-01 1.79553023e-01 1.69036368e-01
-8.49602528e-03 -1.17930181e-01]
[ 1.07534008e-01 2.38744337e-01 1.62385231e-01 -9.65809508e-02
-6.61842175e-02 5.15732573e-02 -1.44117759e-01 2.82572362e-01
7.10461858e-02 1.73916464e-01]
[ 3.48785767e-01 3.24074073e-01 -8.31044766e-02 3.12261531e-01
-8.78994304e-01 -2.87450651e-01 -4.78442075e-01 1.77242648e-01
3.82859493e-01 -3.29271444e-02]
[ 4.59632670e-02 1.31364573e-01 2.52513232e-01 2.47740960e-01
-5.42222253e-02 -1.95478439e-01 -1.74628499e-01 -1.33104315e-01
-1.41006544e-01 -2.91243277e-01]
[ 2.45897440e-02 -6.05387021e-02 -1.17876783e-01 -5.25666808e-02
2.29326033e-01 4.00445937e-02 -8.95336824e-03 -1.84522118e-01
3.52782719e-02 2.09204974e-01]
[ 1.23495396e-03 -5.04195641e-02 -6.69382051e-02 -5.12150102e-02
-2.35912768e-02 -1.77223518e-01 8.52869153e-02 9.98047942e-03
3.70276029e-02 4.69650268e-03]
[ 2.76946631e-02 7.11959205e-02 2.43585966e-01 7.20739658e-02
-2.22955998e-01 -1.34508301e-01 1.11957626e-01 3.94464178e-02
-1.87080939e-01 1.05220575e-01]
[ 7.19221203e-02 3.41589828e-02 1.07507591e-01 6.87149440e-03
-2.37906249e-01 6.86740924e-02 6.24353831e-02 -2.70901258e-01
-1.78607743e-02 -8.92458661e-02]
[ -5.32839829e-03 1.07419606e-01 8.71587463e-02 -2.19987301e-02
-6.72436599e-02 1.78309761e-01 8.23411522e-02 1.19073684e-01
-1.51623351e-02 1.80249288e-01]
[ 2.18802936e-01 6.55590513e-02 2.75750047e-02 7.76732144e-02
4.53506142e-02 -2.23602793e-02 -1.61226956e-01 1.48149559e-01
-5.71548406e-02 -2.33561044e-02]
[ 4.72032477e-02 7.49386870e-03 1.89616048e-02 4.79990055e-02
-4.31041843e-01 -1.24799796e-01 -2.18575357e-01 4.16670284e-02
1.24305426e-01 1.99364095e-01]
[ 4.66871502e-02 5.08815543e-01 1.22862895e-01 4.17682208e-01
-1.13169286e+00 -3.03915035e-01 -5.97792927e-01 -7.21426638e-02
2.88585909e-01 3.30818539e-01]
[ 1.84545307e-01 5.13259894e-01 6.86603517e-02 4.33759966e-01
-9.33533259e-01 -8.66156560e-02 -4.53884659e-01 1.51673793e-01
2.16374312e-01 4.91135044e-01]
[ 2.57225817e-01 3.13311277e-01 2.47349797e-01 1.50923001e-01
-4.38777371e-01 7.94269804e-02 -2.22455975e-01 1.62875503e-01
2.41692016e-01 8.10003342e-02]
[ -7.15478050e-02 2.26219469e-01 2.42421757e-01 1.97371641e-02
-4.77614499e-02 1.29805697e-01 -1.06237728e-01 -1.49444265e-02
-3.03285506e-02 5.33116465e-02]
[ -9.77391465e-02 -1.95393841e-03 2.52111249e-02 9.47942358e-02
-5.60798873e-02 1.15506050e-01 2.50133607e-01 2.02415885e-02
-2.73693199e-01 -9.19629730e-02]
[ -2.23325602e-01 -3.49639730e-02 -9.46125584e-02 -3.48147589e-01
1.93476859e-01 1.20706181e-01 1.12267370e-01 1.03160064e-01
-2.10264005e-01 2.83782871e-02]
[ 9.38157291e-03 -3.93838773e-01 -1.27854372e-01 -1.62808164e-01
3.75175071e-01 2.62180654e-02 1.87169826e-01 1.52384217e-01
-1.66383687e-01 -2.23452701e-01]
[ 1.27920172e-01 -2.17754422e-01 -1.48770322e-01 -9.25318997e-03
6.24492581e-02 -5.34031628e-02 6.22771702e-02 -1.51631362e-01
1.24692098e-01 -1.36582191e-01]
[ -1.17095738e-01 8.22774779e-02 2.63112179e-01 -8.94280185e-03
1.56501402e-01 8.16338052e-02 3.44172534e-02 -2.97633725e-01
-1.12782022e-01 -5.88277862e-02]
[ -3.53855823e-01 2.20427651e-02 1.13201284e-02 -3.53749834e-02
1.77486375e-01 -1.70924941e-01 1.70895138e-02 2.33908125e-01
-9.35431767e-02 6.61390225e-02]
[ 1.42394501e-01 2.11972598e-02 -2.36016165e-01 -8.81987815e-02
1.22618779e-01 -2.96042788e-01 7.07525800e-02 -1.68035090e-01
-2.70341272e-03 -1.93532989e-01]
[ 2.10938625e-01 -1.76924641e-01 6.39294053e-02 -2.24412416e-02
8.99715600e-02 -3.53805715e-02 3.27967377e-02 -1.36820470e-01
1.13348985e-01 -1.80108274e-01]
[ -1.04304182e-01 -6.76775048e-02 1.21772635e-01 1.10594895e-01
3.73962991e-02 -1.13988135e-01 2.53686472e-01 -7.77256881e-02
1.84963210e-01 -2.61280342e-03]
[ -6.86423507e-03 -1.86368183e-01 1.99188600e-01 -2.51540774e-01
-4.82288419e-02 1.17553828e-01 7.26606405e-02 -1.17269235e-01
2.00525803e-02 2.17723346e-01]]
[[ 0.6266123 ]
[ 1.62412337]
[ 0.26943201]
[ 0.87895836]
[-2.69223029]
[-0.25452767]
[-1.63204547]
[ 0.06732237]
[ 0.69891913]
[ 0.89546185]]
Progress: 34.1% ... Training loss: 0.278 ... Validation loss: 0.449[[ 1.63425525e-01 2.17019481e-01 -1.05024750e-01 1.12577609e-01
-5.43351451e-01 -7.22884915e-02 -6.70919553e-02 1.22103276e-01
-5.65354840e-02 1.90463316e-01]
[ 1.47399122e-02 1.54409287e-01 -1.91215161e-02 4.59162129e-02
8.58960566e-02 -6.73856166e-03 3.09308113e-01 4.13224399e-02
1.42166505e-01 -2.71061784e-02]
[ 1.76406508e-01 6.65877097e-01 7.43092900e-03 -4.57629512e-02
5.04311896e-01 -1.99449114e-02 -7.46111625e-01 -4.09708770e-02
4.61623107e-02 2.65617410e-01]
[ 1.40955349e-02 -3.40994035e-01 -2.14635084e-01 1.09196268e-01
-2.30830359e-02 1.44819451e-01 1.68223987e-01 5.97392605e-02
7.66374468e-02 2.19194490e-01]
[ -1.24916781e-02 1.20355078e-01 -1.46478788e-01 4.64919682e-02
-1.32492796e-02 -1.82268873e-01 5.53823388e-02 -1.18036986e-01
-1.87948330e-01 -2.87900764e-02]
[ -3.81297976e-01 -5.97343406e-01 -2.95757283e-01 1.60598771e-01
2.66172019e-02 4.10529771e-02 2.88311641e-01 -3.75220282e-02
-1.76858385e-02 -1.14535993e-02]
[ -2.67423028e-03 -2.07554452e-01 1.01536845e-02 9.20141774e-02
-8.06238164e-03 -7.18280484e-02 1.73704752e-01 -1.90546524e-01
1.95534368e-01 3.36618077e-02]
[ 1.12057147e-01 -2.42384701e-01 3.44461414e-02 -6.94820003e-02
6.54026031e-02 -4.81813292e-02 7.28753552e-02 1.19807738e-01
8.09297719e-02 -2.37308927e-02]
[ -1.74779521e-01 -1.35076681e-01 -3.03855316e-01 -2.29136683e-02
-2.90220227e-03 6.96581191e-02 -1.52816495e-01 -2.90121856e-02
2.61019448e-01 -1.33444091e-01]
[ 5.40040590e-02 -3.84585222e-01 8.91781665e-02 3.02334900e-02
-2.84596073e-02 -1.17430836e-01 1.78646870e-01 -1.03897313e-01
2.07522611e-02 1.03239107e-01]
[ -8.58054906e-02 -5.02487864e-02 -1.87668148e-04 -1.47399719e-01
-5.16389169e-03 1.89141048e-02 1.81532734e-01 -1.02962133e-01
-1.48957039e-02 -1.28739677e-01]
[ -1.20975011e-01 -1.51206235e-01 -7.12403146e-02 -5.37839388e-03
3.80325870e-01 1.01996145e-01 1.08643083e-01 -1.64329607e-02
-1.72448630e-01 -2.17185403e-01]
[ -1.57074816e-01 4.29642250e-03 6.18609527e-02 2.15283224e-02
-1.71875777e-01 -2.19670702e-01 -1.77826155e-01 -1.97032669e-01
8.68104419e-02 1.73855552e-01]
[ -2.61867534e-01 -3.08809300e-01 1.03343481e-01 2.37346310e-01
-9.98627954e-02 -7.19054101e-02 4.86641311e-02 -2.58592773e-01
-2.49728403e-01 -5.78697350e-02]
[ 1.04846825e-01 -1.65252846e-01 -2.12811158e-02 1.19945536e-01
-2.94092263e-02 -8.78816327e-02 2.19276132e-01 3.25770191e-03
2.79787221e-02 6.68099456e-03]
[ 3.93668597e-02 -8.75831305e-02 -2.10105382e-01 1.54407083e-01
-5.51604145e-02 8.31432555e-02 -4.96130582e-02 -1.95831840e-02
-8.72652493e-02 -1.39196014e-03]
[ -1.13160942e-01 -5.56406089e-02 -1.99100666e-01 1.67528584e-01
-2.52926019e-02 1.30814567e-01 -8.57530438e-03 -2.49514823e-01
7.91887679e-02 -1.87172928e-01]
[ -7.20908326e-02 -4.96948418e-02 2.74087537e-01 9.43497664e-02
1.31717867e-01 -5.97820187e-02 -1.13160439e-01 1.20248994e-01
7.00034787e-02 2.98852371e-02]
[ 5.54516970e-02 -2.98982597e-02 8.74258913e-02 8.64109997e-02
5.64901628e-02 -1.65240656e-02 2.30538177e-01 1.20372961e-01
-2.97018933e-02 -6.45812188e-02]
[ 8.95876942e-03 -1.52825235e-01 -2.91604962e-01 -5.20611023e-02
1.67957325e-01 -9.17906664e-02 1.58249063e-01 1.63387830e-01
1.08181015e-01 -3.09776752e-02]
[ 4.85686134e-02 -1.62411979e-02 -1.16674754e-01 4.36792235e-02
-9.49800100e-02 3.22009031e-01 2.63679743e-01 2.04794731e-01
-1.60937988e-01 -6.19132976e-02]
[ 4.51387263e-03 -5.33861852e-03 1.23850387e-01 1.09568856e-01
-1.15072613e-02 1.04461193e-01 -1.27689906e-01 -4.13215060e-02
2.16078405e-01 8.14429731e-02]
[ 1.10177426e-01 7.62485397e-02 -4.55607727e-02 -9.85828676e-02
-9.70793720e-02 -3.30179376e-01 1.15489759e-01 8.62319570e-03
1.43022808e-01 8.95687457e-02]
[ -1.00222151e-01 -1.31970927e-02 -1.54495789e-02 2.30104979e-02
3.43926127e-03 -2.03998508e-01 -8.10027546e-02 -1.98834733e-02
1.65918550e-02 1.28012302e-01]
[ -1.51290503e-01 -1.00316216e-01 -1.99837273e-01 -1.08103064e-02
-2.68077982e-01 -2.45280300e-03 2.23065412e-02 -2.43172188e-02
-2.69020234e-03 5.29788951e-02]
[ -3.10653083e-02 -1.02944332e-01 -7.51197922e-02 -1.27771684e-01
5.32363598e-01 2.76162763e-01 5.74118226e-01 1.12992485e-01
-1.82327376e-01 -3.78348358e-01]
[ -1.83715468e-02 -4.01265942e-01 -3.09971168e-02 -7.56864708e-02
6.66347832e-01 1.01627547e-01 5.34880745e-01 9.12372260e-02
2.76906837e-02 -3.87123526e-01]
[ 9.80844745e-03 -4.55898299e-01 -4.38517528e-02 -1.08774517e-01
6.79922304e-01 2.38676004e-02 5.02240649e-01 4.85554804e-02
-3.64957193e-01 -2.20577346e-01]
[ -1.70152242e-01 -5.98287420e-01 -9.30754038e-03 -2.02635423e-01
7.67027492e-01 -9.10106413e-02 6.25855763e-01 -8.28266563e-02
-6.72276203e-02 8.43071770e-02]
[ -2.93447350e-01 -4.11922988e-01 5.59456067e-02 -4.65690936e-02
9.11914315e-01 1.41849138e-01 4.28662447e-01 4.76908852e-02
-8.80864447e-02 -1.35354530e-01]
[ -2.06651151e-01 -3.12492695e-01 2.50864829e-01 -2.44810877e-01
6.69316736e-01 -4.39284812e-02 6.96067291e-01 1.29305574e-02
-2.58561793e-01 -2.97847239e-02]
[ -1.29620053e-01 -2.24890285e-01 -1.80610062e-01 -1.00261950e-01
4.86222438e-01 -2.30455137e-01 1.79614556e-01 1.69034067e-01
-8.52505402e-03 -1.17963732e-01]
[ 1.07766961e-01 2.39065359e-01 1.62484955e-01 -9.62565574e-02
-6.69584473e-02 5.14784843e-02 -1.44512064e-01 2.82598275e-01
7.13087787e-02 1.74260684e-01]
[ 3.48589094e-01 3.23263210e-01 -8.32096485e-02 3.11947637e-01
-8.77540450e-01 -2.87343685e-01 -4.78012502e-01 1.77219731e-01
3.82675438e-01 -3.32139071e-02]
[ 4.56660015e-02 1.30579534e-01 2.52394137e-01 2.47285911e-01
-5.30377231e-02 -1.95351042e-01 -1.73955902e-01 -1.33137797e-01
-1.41355964e-01 -2.91708096e-01]
[ 2.49160755e-02 -6.05555421e-02 -1.17784010e-01 -5.21489655e-02
2.28201925e-01 3.99234047e-02 -9.35393474e-03 -1.84487412e-01
3.56273666e-02 2.09621392e-01]
[ 2.24231715e-03 -4.84738093e-02 -6.65326220e-02 -4.97694976e-02
-2.74661065e-02 -1.77645050e-01 8.30022467e-02 1.00915434e-02
3.81664247e-02 6.05888382e-03]
[ 2.77040019e-02 7.10932872e-02 2.43594920e-01 7.20830941e-02
-2.22981137e-01 -1.34517914e-01 1.12063174e-01 3.94476367e-02
-1.87072774e-01 1.05240732e-01]
[ 7.16023339e-02 3.33620435e-02 1.07340612e-01 6.38341971e-03
-2.36497384e-01 6.88179824e-02 6.32733231e-02 -2.70938470e-01
-1.82411539e-02 -8.97337876e-02]
[ -5.11624008e-03 1.07773400e-01 8.72581128e-02 -2.17067913e-02
-6.81393313e-02 1.78226553e-01 8.19843083e-02 1.19095347e-01
-1.48993080e-02 1.80560699e-01]
[ 2.18649588e-01 6.53899895e-02 2.74866199e-02 7.73994656e-02
4.56652336e-02 -2.22777658e-02 -1.61254891e-01 1.48122145e-01
-5.73814323e-02 -2.36207694e-02]
[ 4.74728603e-02 8.19780376e-03 1.90790666e-02 4.83851135e-02
-4.32230899e-01 -1.24903125e-01 -2.19188166e-01 4.16964878e-02
1.24575993e-01 1.99753139e-01]
[ 4.58807011e-02 5.06968002e-01 1.22498528e-01 4.16580123e-01
-1.12961303e+00 -3.03614896e-01 -5.96055119e-01 -7.22315967e-02
2.87652124e-01 3.29694730e-01]
[ 1.84707602e-01 5.13361520e-01 6.87309228e-02 4.33940326e-01
-9.34070600e-01 -8.66712089e-02 -4.54236571e-01 1.51687511e-01
2.16557999e-01 4.91295127e-01]
[ 2.57422382e-01 3.13874550e-01 2.47433944e-01 1.51221660e-01
-4.39903705e-01 7.93474651e-02 -2.22865582e-01 1.62892300e-01
2.41966237e-01 8.12808034e-02]
[ -7.16712540e-02 2.25903950e-01 2.42370274e-01 1.95641846e-02
-4.72487745e-02 1.29852170e-01 -1.05954156e-01 -1.49571287e-02
-3.04670001e-02 5.31377146e-02]
[ -9.77594430e-02 -1.96021554e-03 2.51901801e-02 9.47470133e-02
-5.60253038e-02 1.15524969e-01 2.50123639e-01 2.02375879e-02
-2.73731018e-01 -9.20096402e-02]
[ -2.23006521e-01 -3.43049445e-02 -9.44657195e-02 -3.47645308e-01
1.92104878e-01 1.20560518e-01 1.11574962e-01 1.03197970e-01
-2.09879085e-01 2.88745441e-02]
[ 9.46679835e-03 -3.93764156e-01 -1.27809881e-01 -1.62667010e-01
3.74823262e-01 2.61748093e-02 1.86976216e-01 1.52394464e-01
-1.66268401e-01 -2.23302989e-01]
[ 1.27485611e-01 -2.19533227e-01 -1.49037001e-01 -9.74985195e-03
6.31511852e-02 -5.32698818e-02 6.33894095e-02 -1.51675061e-01
1.24287637e-01 -1.37198915e-01]
[ -1.17146985e-01 8.17892172e-02 2.63110080e-01 -8.99210837e-03
1.56495357e-01 8.16482261e-02 3.47390201e-02 -2.97637090e-01
-1.12805329e-01 -5.88607066e-02]
[ -3.53487012e-01 2.24997052e-02 1.15281711e-02 -3.46387116e-02
1.75231960e-01 -1.71150530e-01 1.63005364e-02 2.33962868e-01
-9.29683471e-02 6.68599298e-02]
[ 1.42440985e-01 2.08233128e-02 -2.35993060e-01 -8.81304550e-02
1.22773687e-01 -2.96066201e-01 7.09128771e-02 -1.68024307e-01
-2.67855537e-03 -1.93355667e-01]
[ 2.10398350e-01 -1.78828719e-01 6.36617688e-02 -2.33526283e-02
9.25500744e-02 -3.51270023e-02 3.42270795e-02 -1.36888205e-01
1.12588540e-01 -1.81033454e-01]
[ -1.04089700e-01 -6.71250587e-02 1.21866509e-01 1.10839471e-01
3.70668218e-02 -1.14062005e-01 2.52881283e-01 -7.77047776e-02
1.85175323e-01 -2.31307792e-03]
[ -5.71122283e-03 -1.84535880e-01 1.99652026e-01 -2.49930384e-01
-5.36792040e-02 1.17121917e-01 7.04584592e-02 -1.17158264e-01
2.14137785e-02 2.19298481e-01]]
[[ 0.62578551]
[ 1.62231381]
[ 0.26971027]
[ 0.88202251]
[-2.69172824]
[-0.25040355]
[-1.62419845]
[ 0.06945135]
[ 0.70114663]
[ 0.89804291]]
Progress: 34.2% ... Training loss: 0.278 ... Validation loss: 0.456[[ 1.65488556e-01 2.22002802e-01 -1.04150274e-01 1.15527926e-01
-5.52833305e-01 -7.30909778e-02 -7.22409745e-02 1.22321491e-01
-5.42071431e-02 1.93527783e-01]
[ 1.53033937e-02 1.55631985e-01 -1.88847041e-02 4.66874208e-02
8.39372696e-02 -6.96114403e-03 3.08063081e-01 4.13849724e-02
1.42787076e-01 -2.63040610e-02]
[ 1.78414371e-01 6.70947641e-01 8.20478260e-03 -4.34366154e-02
4.99323874e-01 -2.06532900e-02 -7.51718831e-01 -4.07717377e-02
4.82417273e-02 2.68237772e-01]
[ 1.36121969e-02 -3.43184099e-01 -2.14731684e-01 1.08631658e-01
-1.87432530e-02 1.45000343e-01 1.70242236e-01 5.97060459e-02
7.61986145e-02 2.18656235e-01]
[ -1.27522727e-02 1.19483074e-01 -1.46530606e-01 4.61741271e-02
-1.28592863e-02 -1.82217685e-01 5.61700061e-02 -1.18066863e-01
-1.88178249e-01 -2.90885526e-02]
[ -3.80606671e-01 -5.96134577e-01 -2.95466582e-01 1.61815420e-01
2.17651444e-02 4.07188328e-02 2.86884622e-01 -3.74333721e-02
-1.67948611e-02 -1.02511249e-02]
[ -1.57679979e-03 -2.05080505e-01 1.06482986e-02 9.36263213e-02
-1.29719575e-02 -7.22649051e-02 1.71090761e-01 -1.90424042e-01
1.96799902e-01 3.52835414e-02]
[ 1.12281983e-01 -2.41910203e-01 3.45449963e-02 -6.91752126e-02
6.46437055e-02 -4.82840744e-02 7.20543488e-02 1.19834295e-01
8.11702467e-02 -2.33737282e-02]
[ -1.74430743e-01 -1.34194602e-01 -3.03678845e-01 -2.24056695e-02
-4.38761783e-03 6.95368309e-02 -1.53631823e-01 -2.89747003e-02
2.61370942e-01 -1.32937812e-01]
[ 5.62016254e-02 -3.79183799e-01 9.01090654e-02 3.34082422e-02
-3.91020614e-02 -1.18299422e-01 1.73085899e-01 -1.03657583e-01
2.31394172e-02 1.06421079e-01]
[ -8.59816757e-02 -5.08923632e-02 -2.94607832e-04 -1.47711005e-01
-4.44784126e-03 1.89942043e-02 1.81714543e-01 -1.02987937e-01
-1.51254269e-02 -1.28996151e-01]
[ -1.20634041e-01 -1.50924729e-01 -7.10036323e-02 -4.59827967e-03
3.78246327e-01 1.01789597e-01 1.08344899e-01 -1.63717056e-02
-1.71857584e-01 -2.16423251e-01]
[ -1.57074816e-01 4.29642250e-03 6.18609527e-02 2.15283224e-02
-1.71875777e-01 -2.19670702e-01 -1.77826155e-01 -1.97032669e-01
8.68104419e-02 1.73855552e-01]
[ -2.62302515e-01 -3.09725187e-01 1.03209455e-01 2.37020829e-01
-1.00237880e-01 -7.17926931e-02 4.96504157e-02 -2.58629289e-01
-2.50105532e-01 -5.83185480e-02]
[ 1.04847779e-01 -1.65322644e-01 -2.12855000e-02 1.19923776e-01
-2.94877501e-02 -8.78805095e-02 2.19326457e-01 3.25947170e-03
2.79749766e-02 6.69670727e-03]
[ 3.96366683e-02 -8.73012901e-02 -2.10012043e-01 1.54783155e-01
-5.61143668e-02 8.30158653e-02 -5.01180642e-02 -1.95482682e-02
-8.69573891e-02 -9.94366180e-04]
[ -1.12063065e-01 -5.32408042e-02 -1.98615685e-01 1.69078805e-01
-2.99234882e-02 1.30397231e-01 -1.11790883e-02 -2.49404690e-01
8.04398909e-02 -1.85535581e-01]
[ -7.11259498e-02 -4.74120224e-02 2.74492483e-01 9.57470788e-02
1.27655359e-01 -6.01635376e-02 -1.15444183e-01 1.20360486e-01
7.10955385e-02 3.12610934e-02]
[ 5.53024743e-02 -3.02763965e-02 8.73529561e-02 8.61781912e-02
5.71217663e-02 -1.64635965e-02 2.30869146e-01 1.20355137e-01
-2.98882289e-02 -6.48140983e-02]
[ 8.63017436e-03 -1.53641242e-01 -2.91774429e-01 -5.26116976e-02
1.69371643e-01 -9.16609960e-02 1.58767381e-01 1.63347415e-01
1.07761144e-01 -3.14900061e-02]
[ 4.89893409e-02 -1.52758515e-02 -1.16474505e-01 4.43170291e-02
-9.65853709e-02 3.21837955e-01 2.62629647e-01 2.04844735e-01
-1.60422671e-01 -6.12526866e-02]
[ 4.85844342e-03 -4.28094059e-03 1.24006811e-01 1.10102468e-01
-1.29635601e-02 1.04322888e-01 -1.28711960e-01 -4.12814571e-02
2.16476894e-01 8.19703969e-02]
[ 1.10305325e-01 7.66133593e-02 -4.54885978e-02 -9.83917065e-02
-9.74735504e-02 -3.30227864e-01 1.15200491e-01 8.63859680e-03
1.43125301e-01 8.97583030e-02]
[ -9.99146718e-02 -1.26338410e-02 -1.53166892e-02 2.34573775e-02
2.17060414e-03 -2.04120853e-01 -8.16422361e-02 -1.98486066e-02
1.69326244e-02 1.28452414e-01]
[ -1.51549551e-01 -1.01012596e-01 -1.99940823e-01 -1.11691447e-02
-2.67304400e-01 -2.34535792e-03 2.31367330e-02 -2.43459132e-02
-2.96275436e-03 5.26163552e-02]
[ -3.09248280e-02 -1.02729006e-01 -7.50577633e-02 -1.27539630e-01
5.31672156e-01 2.76099363e-01 5.73911138e-01 1.13011131e-01
-1.82139727e-01 -3.78117212e-01]
[ -1.81905958e-02 -4.01115218e-01 -3.09236601e-02 -7.54377714e-02
6.65565469e-01 1.01559410e-01 5.34606329e-01 9.12568213e-02
2.78780791e-02 -3.86868006e-01]
[ 9.83276935e-03 -4.55936484e-01 -4.38428433e-02 -1.08740875e-01
6.79716601e-01 2.38591592e-02 5.02281128e-01 4.85575935e-02
-3.64925579e-01 -2.20541304e-01]
[ -1.69964588e-01 -5.98164821e-01 -9.19548468e-03 -2.02271439e-01
7.66134815e-01 -9.11129403e-02 6.25582884e-01 -8.27991397e-02
-6.69567602e-02 8.46698923e-02]
[ -2.93335552e-01 -4.11967815e-01 5.60289373e-02 -4.63027199e-02
9.10966570e-01 1.41769553e-01 4.28589707e-01 4.77107896e-02
-8.79059685e-02 -1.35108067e-01]
[ -2.06826014e-01 -3.12797688e-01 2.50783805e-01 -2.45081091e-01
6.70043574e-01 -4.38525360e-02 6.96361089e-01 1.29094793e-02
-2.58768485e-01 -3.00555903e-02]
[ -1.29610400e-01 -2.24863824e-01 -1.80586613e-01 -1.00239128e-01
4.86225016e-01 -2.30461065e-01 1.79566278e-01 1.69033787e-01
-8.50743037e-03 -1.17944092e-01]
[ 1.07615969e-01 2.38728410e-01 1.62414554e-01 -9.64917704e-02
-6.63408145e-02 5.15476313e-02 -1.44075971e-01 2.82579250e-01
7.11177461e-02 1.74034867e-01]
[ 3.48729075e-01 3.23731959e-01 -8.31469690e-02 3.12162102e-01
-8.78168785e-01 -2.87382499e-01 -4.78481750e-01 1.77235630e-01
3.82803963e-01 -3.30003106e-02]
[ 4.55962309e-02 1.30417165e-01 2.52365080e-01 2.47192238e-01
-5.27376176e-02 -1.95327266e-01 -1.73781044e-01 -1.33145496e-01
-1.41429605e-01 -2.91806581e-01]
[ 2.49152728e-02 -6.06782518e-02 -1.17779592e-01 -5.21512367e-02
2.28346424e-01 3.99131384e-02 -9.27603198e-03 -1.84487479e-01
3.56069466e-02 2.09607027e-01]
[ 2.33632971e-03 -4.81700261e-02 -6.64817652e-02 -4.96467210e-02
-2.78628432e-02 -1.77673753e-01 8.27540450e-02 1.01015942e-02
3.82528409e-02 6.21009912e-03]
[ 2.73945309e-02 7.03025793e-02 2.43456652e-01 7.16221638e-02
-2.21746196e-01 -1.34402200e-01 1.12884756e-01 3.94124175e-02
-1.87428446e-01 1.04777979e-01]
[ 7.21178583e-02 3.45437190e-02 1.07525702e-01 7.10230120e-03
-2.38719191e-01 6.86088972e-02 6.18838386e-02 -2.70877472e-01
-1.76637713e-02 -8.89498763e-02]
[ -4.79425130e-03 1.08716286e-01 8.73928346e-02 -2.12788016e-02
-6.96910052e-02 1.78100362e-01 8.08217209e-02 1.19123615e-01
-1.45477602e-02 1.80988779e-01]
[ 2.18950783e-01 6.60001608e-02 2.76126403e-02 7.77828416e-02
4.42687158e-02 -2.23938208e-02 -1.61908577e-01 1.48150869e-01
-5.70743346e-02 -2.32051452e-02]
[ 4.72739100e-02 7.94478673e-03 1.89916628e-02 4.81030960e-02
-4.31297364e-01 -1.24816041e-01 -2.18787137e-01 4.16731822e-02
1.24352345e-01 1.99446169e-01]
[ 4.55216758e-02 5.05927996e-01 1.22343004e-01 4.16030002e-01
-1.12810398e+00 -3.03441636e-01 -5.95097321e-01 -7.22771189e-02
2.87239036e-01 3.29167539e-01]
[ 1.84819704e-01 5.13668918e-01 6.87707467e-02 4.34199491e-01
-9.35510441e-01 -8.67241515e-02 -4.54413791e-01 1.51705022e-01
2.16704656e-01 4.91459605e-01]
[ 2.57773342e-01 3.14759856e-01 2.47602737e-01 1.51762423e-01
-4.41319132e-01 7.91924904e-02 -2.23767502e-01 1.62935100e-01
2.42407504e-01 8.18437697e-02]
[ -7.07857612e-02 2.28045535e-01 2.42725803e-01 2.08134625e-02
-5.06394628e-02 1.29496766e-01 -1.08147545e-01 -1.48571479e-02
-2.95008912e-02 5.43940630e-02]
[ -9.77544689e-02 -1.81209735e-03 2.51873686e-02 9.47513365e-02
-5.61389246e-02 1.15529672e-01 2.49959255e-01 2.02376014e-02
-2.73736779e-01 -9.19981687e-02]
[ -2.22718883e-01 -3.36272607e-02 -9.43115634e-02 -3.47131131e-01
1.90531832e-01 1.20417941e-01 1.10847284e-01 1.03238504e-01
-2.09468843e-01 2.93966006e-02]
[ 9.42429584e-03 -3.93813506e-01 -1.27830068e-01 -1.62731762e-01
3.74995758e-01 2.61929447e-02 1.87058530e-01 1.52389288e-01
-1.66320831e-01 -2.23370166e-01]
[ 1.29129231e-01 -2.14996762e-01 -1.48361654e-01 -7.37866443e-03
5.52367673e-02 -5.39311531e-02 5.87889961e-02 -1.51503621e-01
1.26087432e-01 -1.34859496e-01]
[ -1.17314292e-01 8.12047649e-02 2.63044935e-01 -9.19242117e-03
1.56845195e-01 8.17049312e-02 3.53135898e-02 -2.97648257e-01
-1.12999854e-01 -5.90800836e-02]
[ -3.53768785e-01 2.15601092e-02 1.14534560e-02 -3.49316313e-02
1.76105990e-01 -1.71054093e-01 1.71365563e-02 2.33938716e-01
-9.32297416e-02 6.65647894e-02]
[ 1.42423020e-01 2.08176065e-02 -2.35977448e-01 -8.81792844e-02
1.22872850e-01 -2.96068150e-01 7.09334958e-02 -1.68019987e-01
-2.70346602e-03 -1.93321621e-01]
[ 2.10881648e-01 -1.77928637e-01 6.38532065e-02 -2.26615775e-02
9.06758799e-02 -3.53192223e-02 3.30782226e-02 -1.36830669e-01
1.13169171e-01 -1.80300435e-01]
[ -1.04185690e-01 -6.72973481e-02 1.21823686e-01 1.10768466e-01
3.71712370e-02 -1.14028001e-01 2.53190945e-01 -7.77126627e-02
1.85103905e-01 -2.41565964e-03]
[ -4.91275495e-03 -1.83231031e-01 2.00012955e-01 -2.48735976e-01
-5.73239846e-02 1.16795177e-01 6.87895141e-02 -1.17073175e-01
2.23340794e-02 2.20496748e-01]]
[[ 0.63538464]
[ 1.6305065 ]
[ 0.27774939]
[ 0.89090398]
[-2.68283057]
[-0.24164742]
[-1.61682252]
[ 0.07665717]
[ 0.71072552]
[ 0.90712105]]
Progress: 34.2% ... Training loss: 0.284 ... Validation loss: 0.464[[ 1.64576234e-01 2.20768752e-01 -1.04519067e-01 1.14108510e-01
-5.49411939e-01 -7.27444291e-02 -7.10693379e-02 1.22190836e-01
-5.53536034e-02 1.92178421e-01]
[ 1.52479438e-02 1.55391111e-01 -1.89057766e-02 4.66662420e-02
8.39959190e-02 -6.94609941e-03 3.08183395e-01 4.13787052e-02
1.42707993e-01 -2.63769350e-02]
[ 1.76325515e-01 6.67324212e-01 7.22416697e-03 -4.70996346e-02
5.10532871e-01 -1.97804996e-02 -7.48448695e-01 -4.10938197e-02
4.57566000e-02 2.65202480e-01]
[ 1.49356408e-02 -3.40577636e-01 -2.13947838e-01 1.10844617e-01
-2.18758226e-02 1.44433238e-01 1.68722589e-01 5.99132771e-02
7.79954675e-02 2.20942389e-01]
[ -1.33791469e-02 1.17455598e-01 -1.46921384e-01 4.50222039e-02
-1.02198426e-02 -1.81893991e-01 5.84132769e-02 -1.18166934e-01
-1.88973805e-01 -3.02083841e-02]
[ -3.81396210e-01 -5.98551366e-01 -2.95772531e-01 1.60970621e-01
2.24471692e-02 4.09662894e-02 2.89540833e-01 -3.75152989e-02
-1.76582465e-02 -1.13625799e-02]
[ -1.28412310e-03 -2.04139762e-01 1.07770960e-02 9.39550926e-02
-1.42742625e-02 -7.23318229e-02 1.69918615e-01 -1.90400046e-01
1.97090917e-01 3.56917889e-02]
[ 1.10178291e-01 -2.47105627e-01 3.35933854e-02 -7.23424596e-02
7.34311540e-02 -4.74993791e-02 7.70808736e-02 1.19551783e-01
7.86876151e-02 -2.65510427e-02]
[ -1.75533912e-01 -1.36650690e-01 -3.04154889e-01 -2.40007508e-02
-1.21423333e-05 6.99497257e-02 -1.50748664e-01 -2.91106415e-02
2.60133539e-01 -1.34540306e-01]
[ 5.20613943e-02 -3.88780778e-01 8.82191691e-02 2.73277374e-02
-2.34909415e-02 -1.16715716e-01 1.82534165e-01 -1.04197509e-01
1.82233133e-02 1.00244418e-01]
[ -8.59486211e-02 -5.07640295e-02 -2.27282412e-04 -1.47623413e-01
-5.33567994e-03 1.89522923e-02 1.81892938e-01 -1.02980630e-01
-1.50745959e-02 -1.28901245e-01]
[ -1.20230589e-01 -1.50583641e-01 -7.07858687e-02 -3.88372401e-03
3.76065690e-01 1.01625932e-01 1.08111988e-01 -1.63154702e-02
-1.71284715e-01 -2.15824511e-01]
[ -1.57074816e-01 4.29642250e-03 6.18609527e-02 2.15283224e-02
-1.71875777e-01 -2.19670702e-01 -1.77826155e-01 -1.97032669e-01
8.68104419e-02 1.73855552e-01]
[ -2.62415489e-01 -3.10401600e-01 1.03155948e-01 2.36998343e-01
-1.01144737e-01 -7.17883941e-02 5.04156856e-02 -2.58634431e-01
-2.50246302e-01 -5.85799797e-02]
[ 1.04923362e-01 -1.65596276e-01 -2.12327284e-02 1.20179781e-01
-3.04138477e-02 -8.79108028e-02 2.19490314e-01 3.27320027e-03
2.81192434e-02 6.84842896e-03]
[ 3.87457983e-02 -8.90622842e-02 -2.10378134e-01 1.53518721e-01
-5.31013873e-02 8.33427050e-02 -4.80848675e-02 -1.96546257e-02
-8.79776557e-02 -2.18346049e-03]
[ -1.11937166e-01 -5.28798786e-02 -1.98558256e-01 1.69285282e-01
-3.05680699e-02 1.30368910e-01 -1.15250640e-02 -2.49395180e-01
8.06131924e-02 -1.85340924e-01]
[ -7.06442450e-02 -4.62197134e-02 2.74688150e-01 9.63417281e-02
1.26036033e-01 -6.03331835e-02 -1.16681986e-01 1.20417318e-01
7.15359201e-02 3.18661030e-02]
[ 5.44430674e-02 -3.21677251e-02 8.69855770e-02 8.48495025e-02
6.08324644e-02 -1.61290736e-02 2.32602252e-01 1.20239118e-01
-3.08821011e-02 -6.59977068e-02]
[ 7.51296209e-03 -1.56763946e-01 -2.92293030e-01 -5.43165351e-02
1.73959464e-01 -9.12311598e-02 1.61570528e-01 1.63198090e-01
1.06453633e-01 -3.32434386e-02]
[ 4.91599436e-02 -1.47446823e-02 -1.16411273e-01 4.45443414e-02
-9.75156032e-02 3.21769107e-01 2.62259825e-01 2.04855849e-01
-1.60235527e-01 -6.10317873e-02]
[ 4.00064920e-03 -6.05114986e-03 1.23657316e-01 1.08924679e-01
-9.52596765e-03 1.04634669e-01 -1.26693429e-01 -4.13818081e-02
2.15537667e-01 8.07775409e-02]
[ 1.10096333e-01 7.61021688e-02 -4.55859178e-02 -9.86890912e-02
-9.65810358e-02 -3.30164241e-01 1.15734566e-01 8.61363848e-03
1.42898264e-01 8.94613210e-02]
[ -1.00093562e-01 -1.30375878e-02 -1.53948654e-02 2.31936170e-02
2.91194340e-03 -2.04051904e-01 -8.11890350e-02 -1.98704780e-02
1.67219781e-02 1.28190708e-01]
[ -1.51880924e-01 -1.01814338e-01 -2.00084160e-01 -1.16725657e-02
-2.66117607e-01 -2.20997104e-03 2.39796996e-02 -2.43894582e-02
-3.36092149e-03 5.21001631e-02]
[ -3.14396966e-02 -1.03971226e-01 -7.52840668e-02 -1.28274866e-01
5.33776754e-01 2.76300310e-01 5.75000664e-01 1.12947407e-01
-1.82725890e-01 -3.78867774e-01]
[ -1.80843576e-02 -4.00928903e-01 -3.08771988e-02 -7.52858512e-02
6.65548244e-01 1.01519106e-01 5.34534445e-01 9.12705927e-02
2.80012683e-02 -3.86742835e-01]
[ 1.00348419e-02 -4.56220501e-01 -4.37478950e-02 -1.08414198e-01
6.78608630e-01 2.37597340e-02 5.02460385e-01 4.85850825e-02
-3.64719414e-01 -2.20330737e-01]
[ -1.69973196e-01 -5.98240452e-01 -9.19960404e-03 -2.02295645e-01
7.66394447e-01 -9.11069116e-02 6.25653160e-01 -8.28017189e-02
-6.69753816e-02 8.46622201e-02]
[ -2.93350671e-01 -4.12496834e-01 5.60545119e-02 -4.62073527e-02
9.10569704e-01 1.41755963e-01 4.29089528e-01 4.77197013e-02
-8.78260719e-02 -1.35039605e-01]
[ -2.06947355e-01 -3.13214507e-01 2.50743709e-01 -2.45228890e-01
6.70309639e-01 -4.38105416e-02 6.96760862e-01 1.28975783e-02
-2.58879274e-01 -3.02028004e-02]
[ -1.29695280e-01 -2.25053106e-01 -1.80619772e-01 -1.00374260e-01
4.86430756e-01 -2.30425186e-01 1.79729568e-01 1.69021722e-01
-8.60490880e-03 -1.18049049e-01]
[ 1.07303634e-01 2.38568237e-01 1.62312354e-01 -9.68835067e-02
-6.56770162e-02 5.16332907e-02 -1.43769060e-01 2.82545324e-01
7.07561199e-02 1.73690174e-01]
[ 3.48717686e-01 3.23841649e-01 -8.31522529e-02 3.12070943e-01
-8.77440504e-01 -2.87369418e-01 -4.78537324e-01 1.77220255e-01
3.82698003e-01 -3.31758336e-02]
[ 4.53243531e-02 1.29679237e-01 2.52245382e-01 2.46795921e-01
-5.16330106e-02 -1.95234335e-01 -1.73108036e-01 -1.33175910e-01
-1.41726045e-01 -2.92194582e-01]
[ 2.49562950e-02 -6.05302314e-02 -1.17793682e-01 -5.21141975e-02
2.27826153e-01 3.98997093e-02 -9.45202413e-03 -1.84485652e-01
3.56038852e-02 2.09585686e-01]
[ 9.39610626e-04 -5.14321289e-02 -6.70912905e-02 -5.16491201e-02
-2.23770096e-02 -1.77167533e-01 8.60487992e-02 9.92819663e-03
3.67150994e-02 4.19299351e-03]
[ 2.73632276e-02 7.04893715e-02 2.43450753e-01 7.15663171e-02
-2.21817889e-01 -1.34384561e-01 1.12902954e-01 3.94024628e-02
-1.87438010e-01 1.04752809e-01]
[ 7.24015116e-02 3.50672401e-02 1.07644029e-01 7.53419206e-03
-2.40044481e-01 6.84997971e-02 6.12308048e-02 -2.70844354e-01
-1.73163058e-02 -8.85201019e-02]
[ -5.19042081e-03 1.07805448e-01 8.72306725e-02 -2.18365515e-02
-6.81678676e-02 1.78249628e-01 8.17503535e-02 1.19075711e-01
-1.49896921e-02 1.80470082e-01]
[ 2.19270602e-01 6.68822788e-02 2.77546630e-02 7.82331153e-02
4.29350626e-02 -2.25105710e-02 -1.62720339e-01 1.48190144e-01
-5.67630060e-02 -2.27439110e-02]
[ 4.68686788e-02 7.05568403e-03 1.87888604e-02 4.74696665e-02
-4.29587786e-01 -1.24663215e-01 -2.17827114e-01 4.16178168e-02
1.23843286e-01 1.98791380e-01]
[ 4.58923916e-02 5.06983231e-01 1.22484448e-01 4.16439313e-01
-1.12989451e+00 -3.03541974e-01 -5.96113364e-01 -7.22364599e-02
2.87608203e-01 3.29635112e-01]
[ 1.83918361e-01 5.11535553e-01 6.83692747e-02 4.33002307e-01
-9.32880900e-01 -8.63729884e-02 -4.52275073e-01 1.51590260e-01
2.15674275e-01 4.90166053e-01]
[ 2.57807756e-01 3.14811841e-01 2.47617372e-01 1.51807442e-01
-4.41411998e-01 7.91794574e-02 -2.23826078e-01 1.62939246e-01
2.42444732e-01 8.18931033e-02]
[ -7.10568390e-02 2.27327435e-01 2.42600115e-01 2.04052267e-02
-4.94293118e-02 1.29606641e-01 -1.07474303e-01 -1.48915702e-02
-2.98239162e-02 5.39875607e-02]
[ -9.77126639e-02 -1.68771529e-03 2.52020825e-02 9.48018006e-02
-5.62853745e-02 1.15518259e-01 2.49840681e-01 2.02415497e-02
-2.73695592e-01 -9.19532717e-02]
[ -2.23132813e-01 -3.45591959e-02 -9.44861450e-02 -3.47709371e-01
1.92225146e-01 1.20569677e-01 1.11886953e-01 1.03188485e-01
-2.09898985e-01 2.88396439e-02]
[ 9.47702639e-03 -3.93728589e-01 -1.27805923e-01 -1.62653408e-01
3.74756945e-01 2.61732146e-02 1.86978621e-01 1.52395569e-01
-1.66266877e-01 -2.23297462e-01]
[ 1.28645001e-01 -2.16383723e-01 -1.48577679e-01 -8.07204751e-03
5.66717759e-02 -5.37297108e-02 6.04263684e-02 -1.51572706e-01
1.25540502e-01 -1.35635985e-01]
[ -1.17964458e-01 7.96293968e-02 2.62734954e-01 -1.01184606e-02
1.59417762e-01 8.19554010e-02 3.70141521e-02 -2.97731794e-01
-1.13779803e-01 -6.00404024e-02]
[ -3.54340967e-01 2.03377073e-02 1.12013144e-02 -3.58578921e-02
1.78591698e-01 -1.70814104e-01 1.86137545e-02 2.33858021e-01
-9.39296730e-02 6.56282485e-02]
[ 1.41022000e-01 1.72218592e-02 -2.36622149e-01 -9.01871572e-02
1.27774128e-01 -2.95573186e-01 7.44439057e-02 -1.68196762e-01
-4.34823700e-03 -1.95479824e-01]
[ 2.11045509e-01 -1.77936987e-01 6.39485278e-02 -2.23796749e-02
8.99749776e-02 -3.53924984e-02 3.27545472e-02 -1.36807137e-01
1.13354112e-01 -1.80057317e-01]
[ -1.04917936e-01 -6.87314647e-02 1.21535421e-01 1.09796602e-01
3.98435717e-02 -1.13762124e-01 2.54778389e-01 -7.77987191e-02
1.84299691e-01 -3.46463129e-03]
[ -4.94049562e-03 -1.83135644e-01 2.00023940e-01 -2.48770815e-01
-5.81473353e-02 1.16793840e-01 6.85939520e-02 -1.17076944e-01
2.23325297e-02 2.20651137e-01]]
[[ 0.62235818]
[ 1.61942387]
[ 0.26633361]
[ 0.87860955]
[-2.69590462]
[-0.25092557]
[-1.62894364]
[ 0.06472725]
[ 0.69732264]
[ 0.89342163]]
Progress: 34.3% ... Training loss: 0.278 ... Validation loss: 0.456[[ 1.65333020e-01 2.23551384e-01 -1.04236220e-01 1.15048758e-01
-5.51867720e-01 -7.30092994e-02 -7.28216461e-02 1.22260501e-01
-5.46625386e-02 1.93061391e-01]
[ 1.57550669e-02 1.56408812e-01 -1.86579436e-02 4.74738434e-02
8.18480100e-02 -7.17885342e-03 3.07413926e-01 4.14365885e-02
1.43311870e-01 -2.56265565e-02]
[ 1.78763960e-01 6.71994501e-01 8.13625862e-03 -4.39347151e-02
5.04195948e-01 -2.07033112e-02 -7.54670614e-01 -4.08500691e-02
4.81411412e-02 2.68303470e-01]
[ 1.20576376e-02 -3.47564086e-01 -2.15148776e-01 1.06808883e-01
-9.65440079e-03 1.45614906e-01 1.75997851e-01 5.96250908e-02
7.47542856e-02 2.17033114e-01]
[ -1.05039068e-02 1.21150060e-01 -1.45672017e-01 4.91512397e-02
-1.88659750e-02 -1.83090100e-01 5.25067486e-02 -1.17881715e-01
-1.85986904e-01 -2.62864638e-02]
[ -3.81707323e-01 -5.98718255e-01 -2.95859539e-01 1.60704677e-01
2.20430715e-02 4.10601767e-02 2.90557749e-01 -3.75427436e-02
-1.79497936e-02 -1.17395921e-02]
[ -8.40001822e-04 -2.03729713e-01 1.08923593e-02 9.45054663e-02
-1.55092149e-02 -7.25124807e-02 1.69168274e-01 -1.90357000e-01
1.97489386e-01 3.62050840e-02]
[ 1.11547617e-01 -2.44112579e-01 3.41878773e-02 -7.03417818e-02
6.83485823e-02 -4.80444929e-02 7.41657757e-02 1.19699803e-01
8.02076397e-02 -2.46198250e-02]
[ -1.75289916e-01 -1.35768904e-01 -3.04037665e-01 -2.35853152e-02
-1.39969015e-03 6.98228756e-02 -1.51057197e-01 -2.90784180e-02
2.60573871e-01 -1.34050914e-01]
[ 5.30032277e-02 -3.85808416e-01 8.85954206e-02 2.86843965e-02
-2.83201986e-02 -1.17099858e-01 1.81058503e-01 -1.04092321e-01
1.93291481e-02 1.01519808e-01]
[ -8.53711503e-02 -4.96490485e-02 6.76162381e-05 -1.46670119e-01
-8.15611905e-03 1.86785230e-02 1.80594090e-01 -1.02916321e-01
-1.44137411e-02 -1.27998468e-01]
[ -1.20003563e-01 -1.50552990e-01 -7.07170478e-02 -3.49313341e-03
3.75606216e-01 1.01525110e-01 1.07929442e-01 -1.62891229e-02
-1.70984126e-01 -2.15445785e-01]
[ -1.57074816e-01 4.29642250e-03 6.18609527e-02 2.15283224e-02
-1.71875777e-01 -2.19670702e-01 -1.77826155e-01 -1.97032669e-01
8.68104419e-02 1.73855552e-01]
[ -2.62747630e-01 -3.10753404e-01 1.03046003e-01 2.36682009e-01
-1.01303955e-01 -7.16803172e-02 5.14555132e-02 -2.58665477e-01
-2.50582118e-01 -5.90342807e-02]
[ 1.04917521e-01 -1.65407020e-01 -2.12256195e-02 1.20156617e-01
-3.03835603e-02 -8.79053701e-02 2.19379028e-01 3.27155416e-03
2.81381338e-02 6.84923470e-03]
[ 3.81432487e-02 -9.02342296e-02 -2.10624848e-01 1.52709157e-01
-5.06574290e-02 8.35834330e-02 -4.67386612e-02 -1.97147503e-02
-8.86754434e-02 -3.00118577e-03]
[ -1.10756807e-01 -5.06604937e-02 -1.98071712e-01 1.70846791e-01
-3.47378084e-02 1.29909123e-01 -1.42737450e-02 -2.49282618e-01
8.18601854e-02 -1.83668302e-01]
[ -7.06586004e-02 -4.62995129e-02 2.74623210e-01 9.63542999e-02
1.25902670e-01 -6.03517233e-02 -1.16449422e-01 1.20422890e-01
7.15218576e-02 3.17362358e-02]
[ 5.45958307e-02 -3.17341140e-02 8.70565735e-02 8.51026503e-02
6.02208122e-02 -1.62025721e-02 2.32198366e-01 1.20258311e-01
-3.06940191e-02 -6.57195826e-02]
[ 7.87117405e-03 -1.55698536e-01 -2.92121739e-01 -5.37553516e-02
1.72565892e-01 -9.13831624e-02 1.60647977e-01 1.63240354e-01
1.06833976e-01 -3.26654248e-02]
[ 4.99256410e-02 -1.34677656e-02 -1.16097876e-01 4.55835924e-02
-9.99720313e-02 3.21494282e-01 2.60822312e-01 2.04931797e-01
-1.59389620e-01 -6.00951663e-02]
[ 4.26495233e-03 -5.21578354e-03 1.23758173e-01 1.09224860e-01
-9.84296551e-03 1.04537654e-01 -1.27226817e-01 -4.13576254e-02
2.15762806e-01 8.11548019e-02]
[ 1.10039316e-01 7.57488404e-02 -4.56216131e-02 -9.87593703e-02
-9.63466338e-02 -3.30147674e-01 1.16016542e-01 8.60875185e-03
1.42841408e-01 8.93801939e-02]
[ -9.98694211e-02 -1.27442558e-02 -1.53077945e-02 2.35154017e-02
1.94948123e-03 -2.04145065e-01 -8.16039465e-02 -1.98461594e-02
1.69670695e-02 1.28522814e-01]
[ -1.52068168e-01 -1.02052746e-01 -2.00124162e-01 -1.18023098e-02
-2.66731992e-01 -2.17068120e-03 2.46942860e-02 -2.43999499e-02
-3.33956813e-03 5.19645233e-02]
[ -3.14992629e-02 -1.04118542e-01 -7.53052445e-02 -1.28357342e-01
5.34029441e-01 2.76324191e-01 5.75162627e-01 1.12941138e-01
-1.82791525e-01 -3.78955621e-01]
[ -1.76010960e-02 -4.00185279e-01 -3.06738361e-02 -7.45590605e-02
6.63772637e-01 1.01319258e-01 5.33635102e-01 9.13231877e-02
2.85752322e-02 -3.86035782e-01]
[ 1.00803783e-02 -4.56353685e-01 -4.37258421e-02 -1.08305162e-01
6.78317680e-01 2.37252045e-02 5.02722406e-01 4.85898519e-02
-3.64671761e-01 -2.20308989e-01]
[ -1.69782749e-01 -5.98104955e-01 -9.12053004e-03 -2.01981195e-01
7.65642154e-01 -9.11920041e-02 6.25503824e-01 -8.27799544e-02
-6.67340110e-02 8.49749534e-02]
[ -2.93140075e-01 -4.12091430e-01 5.61528861e-02 -4.58754573e-02
9.09870475e-01 1.41663160e-01 4.28665332e-01 4.77439299e-02
-8.75667813e-02 -1.34730744e-01]
[ -2.07253105e-01 -3.13837942e-01 2.50619321e-01 -2.45621283e-01
6.71503912e-01 -4.37010798e-02 6.97517471e-01 1.28687302e-02
-2.59157245e-01 -3.05558920e-02]
[ -1.29819255e-01 -2.25637779e-01 -1.80675396e-01 -1.00560105e-01
4.86852657e-01 -2.30374033e-01 1.80265681e-01 1.69009167e-01
-8.73383217e-03 -1.18219269e-01]
[ 1.06797268e-01 2.37570685e-01 1.62091738e-01 -9.76179605e-02
-6.38168659e-02 5.18453237e-02 -1.42678849e-01 2.82491138e-01
7.01742230e-02 1.72959976e-01]
[ 3.49363817e-01 3.26977384e-01 -8.28578251e-02 3.13014835e-01
-8.80949003e-01 -2.87619331e-01 -4.80603916e-01 1.77288098e-01
3.83373694e-01 -3.21874156e-02]
[ 4.53579473e-02 1.29578701e-01 2.52273517e-01 2.46836374e-01
-5.16179223e-02 -1.95266868e-01 -1.73093173e-01 -1.33169065e-01
-1.41673856e-01 -2.92093419e-01]
[ 2.48677076e-02 -6.07632204e-02 -1.17830760e-01 -5.22382737e-02
2.28191955e-01 3.99341787e-02 -9.22592142e-03 -1.84494224e-01
3.55038269e-02 2.09464062e-01]
[ 1.02451311e-03 -5.12278513e-02 -6.70519313e-02 -5.15233779e-02
-2.27005426e-02 -1.77206992e-01 8.58512422e-02 9.93788566e-03
3.68243030e-02 4.32020987e-03]
[ 2.68222924e-02 6.90416641e-02 2.43217002e-01 7.07544382e-02
-2.19541983e-01 -1.34168500e-01 1.14298735e-01 3.93441521e-02
-1.88081750e-01 1.03942301e-01]
[ 7.19611969e-02 3.40013099e-02 1.07465683e-01 6.94550304e-03
-2.38360519e-01 6.86666315e-02 6.23941541e-02 -2.70882899e-01
-1.78044283e-02 -8.91083784e-02]
[ -3.50641092e-03 1.11643836e-01 8.78942850e-02 -1.94291147e-02
-7.54870026e-02 1.77564267e-01 7.76712994e-02 1.19243758e-01
-1.31271217e-02 1.82853300e-01]
[ 2.19401878e-01 6.71909898e-02 2.78055040e-02 7.84444151e-02
4.22818543e-02 -2.25807533e-02 -1.62948707e-01 1.48204989e-01
-5.65835353e-02 -2.25978798e-02]
[ 4.65544001e-02 6.44648994e-03 1.86453349e-02 4.70089241e-02
-4.28435507e-01 -1.24537217e-01 -2.17078783e-01 4.15855845e-02
1.23490993e-01 1.98342672e-01]
[ 4.66581742e-02 5.08469474e-01 1.22820985e-01 4.17490002e-01
-1.13242286e+00 -3.03827236e-01 -5.97684598e-01 -7.21576148e-02
2.88486720e-01 3.30627483e-01]
[ 1.84319600e-01 5.12527386e-01 6.85478418e-02 4.33569693e-01
-9.34336586e-01 -8.65238719e-02 -4.53201745e-01 1.51633924e-01
2.16141043e-01 4.90736035e-01]
[ 2.57612468e-01 3.14632068e-01 2.47528664e-01 1.51521471e-01
-4.40790265e-01 7.92686635e-02 -2.23524772e-01 1.62916193e-01
2.42217899e-01 8.15989578e-02]
[ -7.09395632e-02 2.27530869e-01 2.42650188e-01 2.05849211e-02
-4.99395649e-02 1.29553007e-01 -1.07722089e-01 -1.48781007e-02
-2.96913312e-02 5.41535650e-02]
[ -9.80223265e-02 -2.32533011e-03 2.50679308e-02 9.43756836e-02
-5.51597650e-02 1.15648084e-01 2.50503297e-01 2.02091534e-02
-2.74064084e-01 -9.24029167e-02]
[ -2.23241815e-01 -3.48714321e-02 -9.45375177e-02 -3.47866891e-01
1.92719737e-01 1.20616141e-01 1.12193531e-01 1.03176848e-01
-2.10029899e-01 2.86836611e-02]
[ 9.42302978e-03 -3.93991603e-01 -1.27821630e-01 -1.62711469e-01
3.75000539e-01 2.61885948e-02 1.87185857e-01 1.52391413e-01
-1.66313993e-01 -2.23355121e-01]
[ 1.27579484e-01 -2.18290126e-01 -1.49033345e-01 -9.47468064e-03
6.01094410e-02 -5.33127704e-02 6.32056816e-02 -1.51679579e-01
1.24494898e-01 -1.37042279e-01]
[ -1.17733949e-01 7.97212781e-02 2.62874934e-01 -9.68742646e-03
1.58496086e-01 8.18322038e-02 3.70726330e-02 -2.97697741e-01
-1.13475491e-01 -5.97062527e-02]
[ -3.53420833e-01 2.24008174e-02 1.16081601e-02 -3.45823627e-02
1.75852697e-01 -1.71175868e-01 1.66109100e-02 2.33953679e-01
-9.29259383e-02 6.68926790e-02]
[ 1.41027795e-01 1.67152160e-02 -2.36644315e-01 -9.01905825e-02
1.27786186e-01 -2.95564103e-01 7.46792061e-02 -1.68193977e-01
-4.35988213e-03 -1.95456281e-01]
[ 2.10150090e-01 -1.80027786e-01 6.35609121e-02 -2.37012356e-02
9.39583063e-02 -3.50386308e-02 3.50600412e-02 -1.36902495e-01
1.12324882e-01 -1.81354507e-01]
[ -1.04350717e-01 -6.72212944e-02 1.21799947e-01 1.10560521e-01
3.79788664e-02 -1.14001091e-01 2.53214980e-01 -7.77363866e-02
1.84893362e-01 -2.56201413e-03]
[ -2.95688688e-03 -1.78178967e-01 2.00818007e-01 -2.45813134e-01
-6.81641736e-02 1.15979142e-01 6.38245619e-02 -1.16873695e-01
2.45845702e-02 2.23386774e-01]]
[[ 0.62887529]
[ 1.63037778]
[ 0.27356198]
[ 0.88496969]
[-2.68988049]
[-0.24588982]
[-1.62566566]
[ 0.07086239]
[ 0.70423096]
[ 0.9011921 ]]
Progress: 34.4% ... Training loss: 0.280 ... Validation loss: 0.455[[ 1.63927075e-01 2.20569649e-01 -1.04851478e-01 1.12935797e-01
-5.46346223e-01 -7.24951009e-02 -6.98780006e-02 1.22099944e-01
-5.61794688e-02 1.90911926e-01]
[ 1.57916535e-02 1.56534857e-01 -1.86412506e-02 4.75371904e-02
8.17105292e-02 -7.19124920e-03 3.07368082e-01 4.14439065e-02
1.43364627e-01 -2.55744851e-02]
[ 1.78132899e-01 6.72046092e-01 7.75976798e-03 -4.51194785e-02
5.09053270e-01 -2.04554296e-02 -7.54746009e-01 -4.09446735e-02
4.71700948e-02 2.67397019e-01]
[ 1.18986377e-02 -3.48855406e-01 -2.15158781e-01 1.06511190e-01
-9.23075841e-03 1.45779145e-01 1.77534012e-01 5.96032981e-02
7.45874637e-02 2.16825874e-01]
[ -1.32196009e-02 1.15564050e-01 -1.46868035e-01 4.52422962e-02
-8.95023157e-03 -1.82063740e-01 5.80109053e-02 -1.18189170e-01
-1.89133037e-01 -3.02862840e-02]
[ -3.81688310e-01 -5.98566476e-01 -2.95796206e-01 1.60835814e-01
2.00653333e-02 4.10088435e-02 2.90720568e-01 -3.75282589e-02
-1.77842074e-02 -1.16825417e-02]
[ -4.52398021e-04 -2.02792054e-01 1.10674136e-02 9.50845884e-02
-1.67522809e-02 -7.26938041e-02 1.68080421e-01 -1.90308392e-01
1.97924200e-01 3.68006245e-02]
[ 1.10606650e-01 -2.46365609e-01 3.37680714e-02 -7.16753900e-02
7.14294097e-02 -4.77212662e-02 7.62801753e-02 1.19591183e-01
7.91884148e-02 -2.58866024e-02]
[ -1.75937566e-01 -1.37520927e-01 -3.04312599e-01 -2.45606778e-02
8.14617499e-04 7.00863990e-02 -1.49232307e-01 -2.91575329e-02
2.59895105e-01 -1.35026873e-01]
[ 5.32548024e-02 -3.85146831e-01 8.86749031e-02 2.90196411e-02
-3.08091403e-02 -1.17259864e-01 1.80405821e-01 -1.04063727e-01
1.96698091e-02 1.01975526e-01]
[ -8.62340129e-02 -5.15549206e-02 -2.60493426e-04 -1.47881068e-01
-5.94189550e-03 1.90107714e-02 1.82544545e-01 -1.03016269e-01
-1.53065290e-02 -1.29325652e-01]
[ -1.20574276e-01 -1.52224318e-01 -7.09247722e-02 -4.21614130e-03
3.77955265e-01 1.01706961e-01 1.09645924e-01 -1.63424112e-02
-1.71529591e-01 -2.16164465e-01]
[ -1.57074816e-01 4.29642250e-03 6.18609527e-02 2.15283224e-02
-1.71875777e-01 -2.19670702e-01 -1.77826155e-01 -1.97032669e-01
8.68104419e-02 1.73855552e-01]
[ -2.62907040e-01 -3.10964380e-01 1.03000685e-01 2.36590107e-01
-1.01918428e-01 -7.16399372e-02 5.17414308e-02 -2.58673520e-01
-2.50696039e-01 -5.92338818e-02]
[ 1.05432082e-01 -1.64678467e-01 -2.09888114e-02 1.20852710e-01
-3.22907282e-02 -8.81242744e-02 2.18486355e-01 3.33344780e-03
2.87585658e-02 7.61509055e-03]
[ 3.82817798e-02 -8.99625391e-02 -2.10554413e-01 1.52881472e-01
-5.12676533e-02 8.35250889e-02 -4.70962956e-02 -1.97007494e-02
-8.85196604e-02 -2.90240438e-03]
[ -1.11012040e-01 -5.09498352e-02 -1.98183920e-01 1.70471782e-01
-3.35063714e-02 1.29987495e-01 -1.38294618e-02 -2.49305632e-01
8.15631973e-02 -1.84013775e-01]
[ -7.05884997e-02 -4.63851233e-02 2.74659262e-01 9.64276905e-02
1.25882356e-01 -6.03740125e-02 -1.16564920e-01 1.20429739e-01
7.15730600e-02 3.18529640e-02]
[ 5.48377527e-02 -3.06740140e-02 8.71580712e-02 8.55056821e-02
5.90370253e-02 -1.63286136e-02 2.31452019e-01 1.20285946e-01
-3.03996567e-02 -6.53058125e-02]
[ 7.05380622e-03 -1.57259725e-01 -2.92503423e-01 -5.49749202e-02
1.75377550e-01 -9.10803170e-02 1.62158233e-01 1.63143114e-01
1.05859452e-01 -3.38423758e-02]
[ 5.07759935e-02 -1.18620079e-02 -1.15699541e-01 4.69015509e-02
-1.03557439e-01 3.21145694e-01 2.58930810e-01 2.05031829e-01
-1.58335046e-01 -5.88374416e-02]
[ 3.17458376e-03 -8.18855401e-03 1.23265856e-01 1.07591345e-01
-5.39169248e-03 1.04984370e-01 -1.24306408e-01 -4.14855245e-02
2.14521334e-01 7.95740785e-02]
[ 1.09627727e-01 7.48122014e-02 -4.57775993e-02 -9.93404930e-02
-9.52110925e-02 -3.29988018e-01 1.17043913e-01 8.56114215e-03
1.42449267e-01 8.88090791e-02]
[ -9.99917620e-02 -1.31003036e-02 -1.53611967e-02 2.33254421e-02
2.50739867e-03 -2.04098599e-01 -8.12143758e-02 -1.98611734e-02
1.68079997e-02 1.28327536e-01]
[ -1.52209326e-01 -1.02221886e-01 -2.00182725e-01 -1.19727325e-02
-2.66924113e-01 -2.11685580e-03 2.51343880e-02 -2.44161851e-02
-3.43539618e-03 5.17906585e-02]
[ -3.17679453e-02 -1.04907345e-01 -7.54253534e-02 -1.28751757e-01
5.35210498e-01 2.76430030e-01 5.76005453e-01 1.12909668e-01
-1.83079094e-01 -3.79365252e-01]
[ -1.78615973e-02 -4.00892300e-01 -3.07895655e-02 -7.49456812e-02
6.64734032e-01 1.01423862e-01 5.34341392e-01 9.12925429e-02
2.82725823e-02 -3.86430077e-01]
[ 1.00447277e-02 -4.56396098e-01 -4.37419166e-02 -1.08353910e-01
6.78482936e-01 2.37397554e-02 5.02772405e-01 4.85856189e-02
-3.64710481e-01 -2.20365082e-01]
[ -1.69554998e-01 -5.97855699e-01 -9.01961499e-03 -2.01645000e-01
7.64710065e-01 -9.12850723e-02 6.25122998e-01 -8.27531129e-02
-6.64727333e-02 8.53105347e-02]
[ -2.93420451e-01 -4.12790938e-01 5.60262723e-02 -4.62810690e-02
9.10837453e-01 1.41770851e-01 4.29415272e-01 4.77133763e-02
-8.78692798e-02 -1.35117297e-01]
[ -2.07167990e-01 -3.13963854e-01 2.50704090e-01 -2.45348400e-01
6.70684515e-01 -4.37764615e-02 6.97671317e-01 1.28909814e-02
-2.58954906e-01 -3.02496397e-02]
[ -1.29595575e-01 -2.25225144e-01 -1.80570321e-01 -1.00202831e-01
4.85740347e-01 -2.30471342e-01 1.79776655e-01 1.69038704e-01
-8.46099925e-03 -1.17847630e-01]
[ 1.07426404e-01 2.39070522e-01 1.62365306e-01 -9.67247410e-02
-6.64096659e-02 5.15979672e-02 -1.44221518e-01 2.82556000e-01
7.08778822e-02 1.73815391e-01]
[ 3.48700964e-01 3.26024550e-01 -8.31176161e-02 3.12085724e-01
-8.79478941e-01 -2.87361543e-01 -4.79109774e-01 1.77210694e-01
3.82706407e-01 -3.31149090e-02]
[ 4.54023494e-02 1.29566116e-01 2.52291988e-01 2.46901307e-01
-5.17701573e-02 -1.95280901e-01 -1.73128052e-01 -1.33165060e-01
-1.41627819e-01 -2.92058526e-01]
[ 2.48658657e-02 -6.07985872e-02 -1.17842029e-01 -5.22303434e-02
2.28197648e-01 3.99299191e-02 -9.31261464e-03 -1.84494235e-01
3.55172059e-02 2.09405342e-01]
[ 4.78016777e-05 -5.34952696e-02 -6.74491246e-02 -5.28875847e-02
-1.85830857e-02 -1.76830281e-01 8.82198720e-02 9.83017743e-03
3.57396874e-02 2.96357885e-03]
[ 2.63763864e-02 6.79180044e-02 2.43023399e-01 7.01051767e-02
-2.17498409e-01 -1.34025852e-01 1.15478103e-01 3.92931905e-02
-1.88582217e-01 1.03295164e-01]
[ 7.27225972e-02 3.60772836e-02 1.07791368e-01 8.08544998e-03
-2.41613973e-01 6.83573598e-02 6.03640671e-02 -2.70794883e-01
-1.69568360e-02 -8.79652861e-02]
[ -4.29686394e-03 1.09992367e-01 8.75274924e-02 -2.06019451e-02
-7.23992416e-02 1.77879651e-01 7.94484603e-02 1.19152823e-01
-1.40744208e-02 1.81710811e-01]
[ 2.19328832e-01 6.71908265e-02 2.77593486e-02 7.83399921e-02
4.21019844e-02 -2.25618093e-02 -1.63188054e-01 1.48191047e-01
-5.66508336e-02 -2.27259018e-02]
[ 4.63666796e-02 6.20208770e-03 1.85564487e-02 4.67257161e-02
-4.27982871e-01 -1.24459480e-01 -2.16743670e-01 4.15627695e-02
1.23264196e-01 1.98045952e-01]
[ 4.72836412e-02 5.09564212e-01 1.23114777e-01 4.18446162e-01
-1.13497096e+00 -3.04080399e-01 -5.98926877e-01 -7.20806024e-02
2.89235578e-01 3.31580341e-01]
[ 1.84825736e-01 5.13962311e-01 6.87625066e-02 4.34153417e-01
-9.36094875e-01 -8.67108297e-02 -4.54673405e-01 1.51690251e-01
2.16672763e-01 4.91427859e-01]
[ 2.57279706e-01 3.13884017e-01 2.47379056e-01 1.50979070e-01
-4.39459966e-01 7.93995687e-02 -2.22695789e-01 1.62874695e-01
2.41872033e-01 8.10905235e-02]
[ -7.09639914e-02 2.27442805e-01 2.42639519e-01 2.05523191e-02
-4.98757289e-02 1.29561844e-01 -1.07678273e-01 -1.48804098e-02
-2.97174104e-02 5.41143121e-02]
[ -9.78402893e-02 -1.89842060e-03 2.51410867e-02 9.46325288e-02
-5.59125974e-02 1.15577853e-01 2.50054675e-01 2.02297009e-02
-2.73862948e-01 -9.21409989e-02]
[ -2.23461801e-01 -3.54157204e-02 -9.46307131e-02 -3.48179222e-01
1.93589067e-01 1.20702893e-01 1.12729306e-01 1.03152402e-01
-2.10285873e-01 2.83567638e-02]
[ 9.51682174e-03 -3.94069532e-01 -1.27772389e-01 -1.62553521e-01
3.74460915e-01 2.61453256e-02 1.87100315e-01 1.52406303e-01
-1.66187294e-01 -2.23220369e-01]
[ 1.28798730e-01 -2.15531422e-01 -1.48470933e-01 -7.64149280e-03
5.46377956e-02 -5.38253582e-02 6.04148817e-02 -1.51535684e-01
1.25947276e-01 -1.35181235e-01]
[ -1.17345870e-01 8.06789863e-02 2.63042791e-01 -9.16491430e-03
1.57059832e-01 8.16772550e-02 3.62115077e-02 -2.97648233e-01
-1.13049091e-01 -5.91592243e-02]
[ -3.54579590e-01 1.95766391e-02 1.11250802e-02 -3.62090315e-02
1.79790604e-01 -1.70775957e-01 1.93204974e-02 2.33824844e-01
-9.42194014e-02 6.53405273e-02]
[ 1.41643714e-01 1.77470501e-02 -2.36352473e-01 -8.92458080e-02
1.25163365e-01 -2.95813255e-01 7.34631187e-02 -1.68117728e-01
-3.61829614e-03 -1.94529434e-01]
[ 2.08911334e-01 -1.83061245e-01 6.29926056e-02 -2.56953711e-02
1.00075546e-01 -3.45333172e-02 3.79863527e-02 -1.37051250e-01
1.10910315e-01 -1.83296347e-01]
[ -1.05427793e-01 -6.96941995e-02 1.21368198e-01 1.09126540e-01
4.18690385e-02 -1.13623235e-01 2.55945940e-01 -7.78524230e-02
1.83780143e-01 -4.10486097e-03]
[ -2.88754238e-03 -1.77512285e-01 2.00822679e-01 -2.45657535e-01
-7.05044408e-02 1.15966845e-01 6.33399703e-02 -1.16874363e-01
2.46878639e-02 2.23498546e-01]]
[[ 0.62588587]
[ 1.62684759]
[ 0.27098977]
[ 0.88168424]
[-2.69483719]
[-0.24812195]
[-1.62955529]
[ 0.06650256]
[ 0.70052464]
[ 0.8978459 ]]
Progress: 34.4% ... Training loss: 0.278 ... Validation loss: 0.453[[ 1.61758668e-01 2.14934436e-01 -1.05772342e-01 1.09960391e-01
-5.39473014e-01 -7.17011309e-02 -6.35624731e-02 1.21879760e-01
-5.86292863e-02 1.87805934e-01]
[ 1.56212383e-02 1.56106449e-01 -1.87118262e-02 4.73154496e-02
8.23512549e-02 -7.13404620e-03 3.07805353e-01 4.14268848e-02
1.43176808e-01 -2.57925493e-02]
[ 1.79224536e-01 6.74497666e-01 8.21163480e-03 -4.37502629e-02
5.08496688e-01 -2.07629591e-02 -7.57015437e-01 -4.08442159e-02
4.81985996e-02 2.68565641e-01]
[ 1.75965430e-02 -3.36619406e-01 -2.12551481e-01 1.14681215e-01
-2.69022336e-02 1.43659125e-01 1.64599700e-01 6.02166602e-02
8.11546590e-02 2.25332999e-01]
[ -1.58811798e-02 1.09169368e-01 -1.47946480e-01 4.16147752e-02
6.11128174e-04 -1.81148994e-01 6.49124613e-02 -1.18461245e-01
-1.92127715e-01 -3.42767192e-02]
[ -3.82720194e-01 -6.01805139e-01 -2.96223845e-01 1.59545801e-01
2.08422764e-02 4.13050498e-02 2.94008101e-01 -3.76229020e-02
-1.88122313e-02 -1.30384652e-02]
[ -2.36569652e-03 -2.07298484e-01 1.02182608e-02 9.23876230e-02
-8.91775123e-03 -7.19334844e-02 1.72840400e-01 -1.90512547e-01
1.95761023e-01 3.41920878e-02]
[ 1.11219566e-01 -2.45359470e-01 3.40560717e-02 -7.07786492e-02
6.90270408e-02 -4.79528716e-02 7.55060080e-02 1.19660211e-01
7.98353329e-02 -2.51546866e-02]
[ -1.77224162e-01 -1.40467401e-01 -3.04846024e-01 -2.63566503e-02
5.77176628e-03 7.05864438e-02 -1.46243749e-01 -2.92943497e-02
2.58477071e-01 -1.36876102e-01]
[ 5.09815470e-02 -3.90527846e-01 8.76438256e-02 2.57887894e-02
-2.51276985e-02 -1.16410328e-01 1.86449699e-01 -1.04302359e-01
1.70299688e-02 9.85187884e-02]
[ -8.74790874e-02 -5.48564143e-02 -7.46183873e-04 -1.49458693e-01
-1.15292347e-03 1.94394348e-02 1.85929640e-01 -1.03134931e-01
-1.65218270e-02 -1.30839777e-01]
[ -1.20674808e-01 -1.53227238e-01 -7.09302216e-02 -4.29387445e-03
3.78651104e-01 1.01753726e-01 1.10478854e-01 -1.63517048e-02
-1.71636769e-01 -2.16275376e-01]
[ -1.57074816e-01 4.29642250e-03 6.18609527e-02 2.15283224e-02
-1.71875777e-01 -2.19670702e-01 -1.77826155e-01 -1.97032669e-01
8.68104419e-02 1.73855552e-01]
[ -2.63458042e-01 -3.12268712e-01 1.02754948e-01 2.35833967e-01
-1.00901625e-01 -7.14613053e-02 5.30402869e-02 -2.58728856e-01
-2.51319009e-01 -6.00180144e-02]
[ 1.05242803e-01 -1.65787410e-01 -2.10665615e-02 1.20617584e-01
-3.22880565e-02 -8.81014003e-02 2.19471561e-01 3.31808353e-03
2.85892092e-02 7.35224020e-03]
[ 3.77145536e-02 -9.13627380e-02 -2.10790703e-01 1.52142022e-01
-4.96388486e-02 8.37365788e-02 -4.56372738e-02 -1.97598192e-02
-8.91381979e-02 -3.67301486e-03]
[ -1.11460475e-01 -5.23193001e-02 -1.98380745e-01 1.69845470e-01
-3.14386629e-02 1.30176124e-01 -1.27213040e-02 -2.49349841e-01
8.10589820e-02 -1.84584590e-01]
[ -7.11458449e-02 -4.75440567e-02 2.74405976e-01 9.56209123e-02
1.28322648e-01 -6.01478249e-02 -1.15115482e-01 1.20368282e-01
7.09588168e-02 3.10909916e-02]
[ 5.43776298e-02 -3.17228580e-02 8.69357415e-02 8.47867059e-02
6.11539633e-02 -1.61391241e-02 2.32694969e-01 1.20231964e-01
-3.09803584e-02 -6.60083060e-02]
[ 7.84486837e-03 -1.55828703e-01 -2.92161923e-01 -5.38228176e-02
1.71895121e-01 -9.13796886e-02 1.60506565e-01 1.63229822e-01
1.06761140e-01 -3.27490838e-02]
[ 5.05610963e-02 -1.25222377e-02 -1.15772632e-01 4.65915887e-02
-1.02123960e-01 3.21245882e-01 2.59574237e-01 2.05006199e-01
-1.58623476e-01 -5.91953673e-02]
[ 2.89258646e-03 -8.67655567e-03 1.23172067e-01 1.07227111e-01
-4.35294880e-03 1.05072650e-01 -1.23428746e-01 -4.15092956e-02
2.14235675e-01 7.91400503e-02]
[ 1.09762962e-01 7.51547728e-02 -4.57164958e-02 -9.91395049e-02
-9.56814522e-02 -3.30043827e-01 1.16674777e-01 8.57529523e-03
1.42541844e-01 8.89865008e-02]
[ -1.00676088e-01 -1.48558978e-02 -1.56471888e-02 2.23767661e-02
5.12752331e-03 -2.03833804e-01 -7.95564163e-02 -1.99331969e-02
1.60992628e-02 1.27366451e-01]
[ -1.52799854e-01 -1.03386367e-01 -2.00422455e-01 -1.27063802e-02
-2.66170636e-01 -1.90727586e-03 2.66944176e-02 -2.44727902e-02
-3.99912867e-03 5.10440839e-02]
[ -3.21696368e-02 -1.05887811e-01 -7.56020955e-02 -1.29326808e-01
5.36901299e-01 2.76591304e-01 5.76949707e-01 1.12866929e-01
-1.83527638e-01 -3.79912133e-01]
[ -1.76850262e-02 -4.00486091e-01 -3.07199318e-02 -7.46804033e-02
6.64000431e-01 1.01349106e-01 5.33923170e-01 9.13118378e-02
2.84723476e-02 -3.86156212e-01]
[ 9.96592139e-03 -4.56642764e-01 -4.37850481e-02 -1.08505888e-01
6.78966376e-01 2.37799502e-02 5.03005536e-01 4.85743676e-02
-3.64818674e-01 -2.20512876e-01]
[ -1.69535346e-01 -5.98112686e-01 -9.00261320e-03 -2.01554812e-01
7.64470049e-01 -9.13075365e-02 6.25300807e-01 -8.27459087e-02
-6.63884791e-02 8.54415338e-02]
[ -2.92957470e-01 -4.12104863e-01 5.62610638e-02 -4.54881118e-02
9.08853726e-01 1.41565571e-01 4.28542562e-01 4.77730557e-02
-8.72508413e-02 -1.34312848e-01]
[ -2.07052304e-01 -3.13990617e-01 2.50760090e-01 -2.45157080e-01
6.70097102e-01 -4.38270213e-02 6.97718783e-01 1.29057216e-02
-2.58803554e-01 -3.00412295e-02]
[ -1.29595639e-01 -2.25211034e-01 -1.80569317e-01 -1.00202074e-01
4.85751309e-01 -2.30472491e-01 1.79747199e-01 1.69038494e-01
-8.46303035e-03 -1.17845368e-01]
[ 1.06768524e-01 2.38179815e-01 1.62059759e-01 -9.77092591e-02
-6.40652879e-02 5.18539833e-02 -1.43090045e-01 2.82481392e-01
7.01016161e-02 1.72771159e-01]
[ 3.48335523e-01 3.24925555e-01 -8.32507991e-02 3.11551539e-01
-8.77694814e-01 -2.87197429e-01 -4.78016511e-01 1.77167947e-01
3.82241302e-01 -3.36918276e-02]
[ 4.55106862e-02 1.29690982e-01 2.52347651e-01 2.47014426e-01
-5.21280068e-02 -1.95338342e-01 -1.73319886e-01 -1.33150965e-01
-1.41478886e-01 -2.91847147e-01]
[ 2.48528881e-02 -6.08561563e-02 -1.17843081e-01 -5.22279060e-02
2.28181221e-01 3.99290435e-02 -9.27527493e-03 -1.84494254e-01
3.55133162e-02 2.09414391e-01]
[ -9.01104878e-05 -5.38152599e-02 -6.75101182e-02 -5.30855214e-02
-1.79766094e-02 -1.76774607e-01 8.85054648e-02 9.81536514e-03
3.55948324e-02 2.76077368e-03]
[ 2.61478345e-02 6.74164501e-02 2.42922971e-01 6.97701600e-02
-2.16391016e-01 -1.33938995e-01 1.16022487e-01 3.92669362e-02
-1.88858384e-01 1.02961102e-01]
[ 7.25729400e-02 3.57760541e-02 1.07715963e-01 7.85037556e-03
-2.40935715e-01 6.84257350e-02 6.07033519e-02 -2.70812888e-01
-1.71554204e-02 -8.82141159e-02]
[ -4.87415222e-03 1.08661274e-01 8.72840108e-02 -2.14364069e-02
-6.96300525e-02 1.78106197e-01 8.10138668e-02 1.19091306e-01
-1.47284073e-02 1.80891778e-01]
[ 2.19446381e-01 6.76112473e-02 2.77743009e-02 7.84425731e-02
4.18517632e-02 -2.26154819e-02 -1.63576100e-01 1.48199414e-01
-5.65839297e-02 -2.26331486e-02]
[ 4.64064459e-02 6.36295405e-03 1.85661096e-02 4.67628568e-02
-4.28233883e-01 -1.24473402e-01 -2.16906725e-01 4.15661914e-02
1.23267265e-01 1.98084753e-01]
[ 4.70384866e-02 5.08650902e-01 1.23041758e-01 4.18322627e-01
-1.13666201e+00 -3.04044666e-01 -5.97667548e-01 -7.20919695e-02
2.89051950e-01 3.31228074e-01]
[ 1.83927932e-01 5.11691281e-01 6.83722994e-02 4.32905942e-01
-9.33739028e-01 -8.63481377e-02 -4.52237728e-01 1.51593674e-01
2.15715890e-01 4.90115654e-01]
[ 2.57160959e-01 3.13691472e-01 2.47328595e-01 1.50838945e-01
-4.39348666e-01 7.94398927e-02 -2.22463601e-01 1.62863035e-01
2.41737699e-01 8.09335082e-02]
[ -7.11201888e-02 2.27032183e-01 2.42574339e-01 2.03388217e-02
-4.93401606e-02 1.29619602e-01 -1.07269260e-01 -1.48966488e-02
-2.98862347e-02 5.39055631e-02]
[ -9.80859286e-02 -2.41751625e-03 2.50354987e-02 9.42778543e-02
-5.48861689e-02 1.15673218e-01 2.50592038e-01 2.02049953e-02
-2.74140219e-01 -9.24966651e-02]
[ -2.23755079e-01 -3.61745919e-02 -9.47421223e-02 -3.48592046e-01
1.94797926e-01 1.20817258e-01 1.13473464e-01 1.03121230e-01
-2.10613970e-01 2.79373610e-02]
[ 9.42450887e-03 -3.94490015e-01 -1.27817485e-01 -1.62695157e-01
3.75025454e-01 2.61851241e-02 1.87408409e-01 1.52396794e-01
-1.66295679e-01 -2.23348250e-01]
[ 1.27115895e-01 -2.19768899e-01 -1.49205941e-01 -9.91791674e-03
6.05780026e-02 -5.31768958e-02 6.45885198e-02 -1.51715193e-01
1.24041254e-01 -1.37561828e-01]
[ -1.16539721e-01 8.17179041e-02 2.63409957e-01 -7.97416345e-03
1.53926466e-01 8.13418129e-02 3.51029207e-02 -2.97555765e-01
-1.12060121e-01 -5.79768897e-02]
[ -3.55301592e-01 1.77914374e-02 1.08490487e-02 -3.71240238e-02
1.82268829e-01 -1.70539020e-01 2.12313078e-02 2.33754186e-01
-9.49677095e-02 6.43993947e-02]
[ 1.40819671e-01 1.58338588e-02 -2.36726592e-01 -9.04715936e-02
1.28789600e-01 -2.95483959e-01 7.52779104e-02 -1.68207780e-01
-4.60068928e-03 -1.95718306e-01]
[ 2.08329700e-01 -1.84710603e-01 6.27772852e-02 -2.65488565e-02
1.02374293e-01 -3.42948570e-02 3.99680871e-02 -1.37108403e-01
1.10280842e-01 -1.84198875e-01]
[ -1.05028465e-01 -6.88246585e-02 1.21546261e-01 1.09741029e-01
3.99972667e-02 -1.13794073e-01 2.54981059e-01 -7.78072623e-02
1.84221813e-01 -3.51290374e-03]
[ -3.90136614e-03 -1.79520944e-01 2.00355713e-01 -2.47078298e-01
-6.86764653e-02 1.16344933e-01 6.57943670e-02 -1.16981208e-01
2.35611027e-02 2.22055607e-01]]
[[ 0.61463694]
[ 1.61518595]
[ 0.25947257]
[ 0.86942826]
[-2.70128063]
[-0.25641157]
[-1.64129328]
[ 0.05691981]
[ 0.68933543]
[ 0.88756541]]
Progress: 34.5% ... Training loss: 0.281 ... Validation loss: 0.456[[ 1.61025353e-01 2.12030181e-01 -1.06156794e-01 1.08560957e-01
-5.35066690e-01 -7.13039326e-02 -6.06583129e-02 1.21792643e-01
-5.95764498e-02 1.86535552e-01]
[ 1.53306494e-02 1.55324650e-01 -1.88370179e-02 4.69225783e-02
8.32784089e-02 -7.02436243e-03 3.08548594e-01 4.13994650e-02
1.42871035e-01 -2.62220924e-02]
[ 1.79651252e-01 6.78294640e-01 8.22187968e-03 -4.36719548e-02
5.08112039e-01 -2.07753845e-02 -7.59705905e-01 -4.08420340e-02
4.81778428e-02 2.68699794e-01]
[ 1.99334773e-02 -3.30009490e-01 -2.11548038e-01 1.18034042e-01
-3.39150669e-02 1.42683248e-01 1.57367620e-01 6.04209006e-02
8.36588775e-02 2.28871304e-01]
[ -1.71278888e-02 1.06919255e-01 -1.48536468e-01 3.98015086e-02
5.15522189e-03 -1.80664623e-01 6.77863598e-02 -1.18574382e-01
-1.93725553e-01 -3.63165781e-02]
[ -3.81701053e-01 -6.00938843e-01 -2.95775347e-01 1.61030690e-01
1.70185248e-02 4.08328853e-02 2.92682359e-01 -3.75180531e-02
-1.75934252e-02 -1.15484913e-02]
[ -2.52770022e-03 -2.08024046e-01 1.01354262e-02 9.21737616e-02
-9.33826886e-03 -7.18426231e-02 1.73937544e-01 -1.90524441e-01
1.95600620e-01 3.39142893e-02]
[ 1.12386612e-01 -2.42564349e-01 3.45152513e-02 -6.93325885e-02
6.55044411e-02 -4.83809536e-02 7.25918771e-02 1.19751079e-01
8.09353342e-02 -2.37408442e-02]
[ -1.76864168e-01 -1.39926120e-01 -3.04692486e-01 -2.58102656e-02
3.72681709e-03 7.04125979e-02 -1.47000417e-01 -2.92588452e-02
2.58906398e-01 -1.36397761e-01]
[ 5.35222520e-02 -3.86617237e-01 8.86597857e-02 2.91976099e-02
-3.46849049e-02 -1.17413481e-01 1.82384224e-01 -1.04077436e-01
1.97786633e-02 1.01817652e-01]
[ -8.72831893e-02 -5.44915760e-02 -6.18903804e-04 -1.49118381e-01
-2.96762186e-03 1.93255347e-02 1.85198370e-01 -1.03104780e-01
-1.62455103e-02 -1.30490071e-01]
[ -1.21027233e-01 -1.54025548e-01 -7.10950808e-02 -4.77953446e-03
3.80211191e-01 1.01887548e-01 1.11376203e-01 -1.63874506e-02
-1.72074049e-01 -2.16819587e-01]
[ -1.57074816e-01 4.29642250e-03 6.18609527e-02 2.15283224e-02
-1.71875777e-01 -2.19670702e-01 -1.77826155e-01 -1.97032669e-01
8.68104419e-02 1.73855552e-01]
[ -2.63205391e-01 -3.11948480e-01 1.02882643e-01 2.36242761e-01
-1.01920267e-01 -7.15883055e-02 5.26100029e-02 -2.58699740e-01
-2.50980292e-01 -5.95790261e-02]
[ 1.05643550e-01 -1.65566432e-01 -2.08892890e-02 1.21221710e-01
-3.41565985e-02 -8.82680557e-02 2.19203959e-01 3.35717056e-03
2.90611646e-02 7.87317329e-03]
[ 3.76261817e-02 -9.20651678e-02 -2.10814259e-01 1.51950736e-01
-4.94667100e-02 8.37472914e-02 -4.52557273e-02 -1.97642860e-02
-8.92367479e-02 -3.79636541e-03]
[ -1.11570616e-01 -5.26916380e-02 -1.98417980e-01 1.69702529e-01
-3.12084871e-02 1.30207377e-01 -1.22993123e-02 -2.49353885e-01
8.09429739e-02 -1.84782855e-01]
[ -7.03991581e-02 -4.56796053e-02 2.74722623e-01 9.67781908e-02
1.25311434e-01 -6.04408568e-02 -1.16581433e-01 1.20442641e-01
7.18288346e-02 3.22962789e-02]
[ 5.37805549e-02 -3.35714448e-02 8.66352430e-02 8.38075966e-02
6.38159106e-02 -1.58584385e-02 2.34523237e-01 1.20164990e-01
-3.16938183e-02 -6.70237049e-02]
[ 8.78750973e-03 -1.53388229e-01 -2.91766995e-01 -5.24997663e-02
1.68295619e-01 -9.17641208e-02 1.58074334e-01 1.63315676e-01
1.07823046e-01 -3.14243726e-02]
[ 5.04503861e-02 -1.30318135e-02 -1.15856332e-01 4.62727272e-02
-1.01087305e-01 3.21333881e-01 2.59956553e-01 2.04982408e-01
-1.58902092e-01 -5.95325301e-02]
[ 3.59500964e-03 -6.86578233e-03 1.23476858e-01 1.08208271e-01
-7.19110734e-03 1.04780738e-01 -1.25175323e-01 -4.14441492e-02
2.14948233e-01 8.00455831e-02]
[ 1.09943481e-01 7.54824609e-02 -4.56341603e-02 -9.88812819e-02
-9.64876820e-02 -3.30120995e-01 1.16265935e-01 8.59189937e-03
1.42744824e-01 8.92370668e-02]
[ -1.00713080e-01 -1.51486123e-02 -1.56559845e-02 2.23920104e-02
4.78172057e-03 -2.03844669e-01 -7.94688327e-02 -1.99344321e-02
1.61176406e-02 1.27348526e-01]
[ -1.52698054e-01 -1.03168182e-01 -2.00393957e-01 -1.25585852e-02
-2.66595282e-01 -1.95009065e-03 2.64448006e-02 -2.44631170e-02
-3.88127464e-03 5.11945265e-02]
[ -3.21587775e-02 -1.05903588e-01 -7.55989372e-02 -1.29312113e-01
5.36982704e-01 2.76585111e-01 5.76962553e-01 1.12867726e-01
-1.83519627e-01 -3.79898852e-01]
[ -1.76848004e-02 -4.00716624e-01 -3.07215845e-02 -7.46827134e-02
6.64020348e-01 1.01352541e-01 5.34150612e-01 9.13115082e-02
2.84671392e-02 -3.86221966e-01]
[ 1.03045582e-02 -4.56085837e-01 -4.36434024e-02 -1.08022224e-01
6.77794439e-01 2.36390786e-02 5.02407981e-01 4.86058035e-02
-3.64442785e-01 -2.20038607e-01]
[ -1.69408898e-01 -5.98043839e-01 -8.94449363e-03 -2.01355925e-01
7.63829504e-01 -9.13620236e-02 6.25246417e-01 -8.27332565e-02
-6.62312608e-02 8.56243886e-02]
[ -2.93327113e-01 -4.12901637e-01 5.61054540e-02 -4.60129973e-02
9.10357182e-01 1.41718975e-01 4.29512291e-01 4.77387820e-02
-8.76566693e-02 -1.34796283e-01]
[ -2.06910898e-01 -3.14094120e-01 2.50838818e-01 -2.44883689e-01
6.69097829e-01 -4.39035920e-02 6.97857482e-01 1.29208134e-02
-2.58620764e-01 -2.97945166e-02]
[ -1.29064596e-01 -2.24165254e-01 -1.80355054e-01 -9.94242902e-02
4.83940380e-01 -2.30700340e-01 1.78456434e-01 1.69088674e-01
-7.85668600e-03 -1.17062612e-01]
[ 1.07170883e-01 2.39174344e-01 1.62241291e-01 -9.71181674e-02
-6.58989683e-02 5.16906154e-02 -1.44188652e-01 2.82520297e-01
7.05513802e-02 1.73344076e-01]
[ 3.48028459e-01 3.23186794e-01 -8.34307407e-02 3.10855673e-01
-8.74741895e-01 -2.87011674e-01 -4.76608337e-01 1.77120995e-01
3.81749209e-01 -3.43931144e-02]
[ 4.58585387e-02 1.30528307e-01 2.52496395e-01 2.47479942e-01
-5.35696368e-02 -1.95485125e-01 -1.74186317e-01 -1.33119095e-01
-1.41091572e-01 -2.91355772e-01]
[ 2.48618492e-02 -6.09644199e-02 -1.17838488e-01 -5.22209236e-02
2.28228107e-01 3.99261621e-02 -9.21120287e-03 -1.84494331e-01
3.55331938e-02 2.09398328e-01]
[ -8.30013532e-05 -5.38025406e-02 -6.75071357e-02 -5.30753887e-02
-1.80047581e-02 -1.76777552e-01 8.84928614e-02 9.81599988e-03
3.56028124e-02 2.76976268e-03]
[ 2.60474646e-02 6.72175003e-02 2.42877894e-01 6.95956554e-02
-2.15809060e-01 -1.33893003e-01 1.16305120e-01 3.92560311e-02
-1.88990684e-01 1.02808530e-01]
[ 7.22061049e-02 3.48295084e-02 1.07558286e-01 7.31855864e-03
-2.39286699e-01 6.85827485e-02 6.16952097e-02 -2.70843324e-01
-1.75772941e-02 -8.87530367e-02]
[ -4.68832161e-03 1.09119767e-01 8.73618679e-02 -2.11779763e-02
-7.05666760e-02 1.78016056e-01 8.04852499e-02 1.19108898e-01
-1.45174085e-02 1.81097622e-01]
[ 2.19628712e-01 6.82243116e-02 2.78410683e-02 7.86369976e-02
4.10044553e-02 -2.26821854e-02 -1.64151651e-01 1.48212400e-01
-5.64283581e-02 -2.24380707e-02]
[ 4.66428039e-02 7.03169153e-03 1.86784864e-02 4.71454042e-02
-4.29619394e-01 -1.24573031e-01 -2.17428647e-01 4.15909049e-02
1.23578359e-01 1.98453878e-01]
[ 4.72136288e-02 5.08999912e-01 1.23086995e-01 4.18588580e-01
-1.13728885e+00 -3.04123351e-01 -5.97837338e-01 -7.20725512e-02
2.89222642e-01 3.31506595e-01]
[ 1.83567127e-01 5.10702331e-01 6.82323347e-02 4.32374707e-01
-9.33106893e-01 -8.62069167e-02 -4.51182063e-01 1.51560913e-01
2.15289377e-01 4.89521149e-01]
[ 2.57097128e-01 3.13875410e-01 2.47313460e-01 1.50799725e-01
-4.39553948e-01 7.94709598e-02 -2.22619080e-01 1.62859982e-01
2.41692683e-01 8.08915451e-02]
[ -7.10909130e-02 2.27139571e-01 2.42589951e-01 2.03952887e-02
-4.93862607e-02 1.29607404e-01 -1.07382440e-01 -1.48926357e-02
-2.98312233e-02 5.39553325e-02]
[ -9.73791200e-02 -6.68160083e-04 2.53226935e-02 9.52797789e-02
-5.77708369e-02 1.15379203e-01 2.48819241e-01 2.02699421e-02
-2.73352394e-01 -9.14778222e-02]
[ -2.23512369e-01 -3.55779077e-02 -9.46319052e-02 -3.48226750e-01
1.93724083e-01 1.20706971e-01 1.12819385e-01 1.03145590e-01
-2.10311270e-01 2.83237489e-02]
[ 9.70387664e-03 -3.94127616e-01 -1.27693074e-01 -1.62279031e-01
3.73678268e-01 2.60576102e-02 1.86769657e-01 1.52425313e-01
-1.65968197e-01 -2.22926114e-01]
[ 1.25983108e-01 -2.23387745e-01 -1.49780248e-01 -1.17940709e-02
6.53476716e-02 -5.26237205e-02 6.81564315e-02 -1.51842571e-01
1.22585878e-01 -1.39533834e-01]
[ -1.15462405e-01 8.39144080e-02 2.63895945e-01 -6.42145383e-03
1.50230754e-01 8.08612038e-02 3.28042010e-02 -2.97446642e-01
-1.10847506e-01 -5.64069002e-02]
[ -3.54560691e-01 1.94369577e-02 1.11830603e-02 -3.60591239e-02
1.79824865e-01 -1.70854970e-01 1.93645660e-02 2.33825001e-01
-9.40964189e-02 6.55167019e-02]
[ 1.41272650e-01 1.68155847e-02 -2.36511038e-01 -8.96943179e-02
1.26150401e-01 -2.95706891e-01 7.43134267e-02 -1.68154526e-01
-4.02836422e-03 -1.95052427e-01]
[ 2.09051210e-01 -1.83354822e-01 6.30637387e-02 -2.54825137e-02
9.94339790e-02 -3.45778264e-02 3.86574815e-02 -1.37038907e-01
1.11084161e-01 -1.83139039e-01]
[ -1.04995893e-01 -6.89932505e-02 1.21555111e-01 1.09720123e-01
4.00029706e-02 -1.13815175e-01 2.55050018e-01 -7.78073030e-02
1.84230566e-01 -3.49778242e-03]
[ -3.40968080e-03 -1.78435901e-01 2.00577542e-01 -2.46378993e-01
-7.15444666e-02 1.16132090e-01 6.46986499e-02 -1.16937149e-01
2.41359074e-02 2.22703840e-01]]
[[ 0.62073524]
[ 1.61852805]
[ 0.26761471]
[ 0.87665971]
[-2.69049575]
[-0.24864873]
[-1.63181439]
[ 0.06473105]
[ 0.69726635]
[ 0.89624822]]
Progress: 34.5% ... Training loss: 0.278 ... Validation loss: 0.457[[ 1.65034935e-01 2.21919889e-01 -1.04370484e-01 1.14311798e-01
-5.52208682e-01 -7.27001662e-02 -6.97351649e-02 1.22227075e-01
-5.51014284e-02 1.91773409e-01]
[ 1.51044465e-02 1.54766388e-01 -1.89445657e-02 4.66405949e-02
8.36072136e-02 -6.92705012e-03 3.09150532e-01 4.13761483e-02
1.42588722e-01 -2.66012337e-02]
[ 1.84626467e-01 6.87178431e-01 1.04204714e-02 -3.68222422e-02
4.91830182e-01 -2.25848595e-02 -7.69395475e-01 -4.03139787e-02
5.38646690e-02 2.75414887e-01]
[ 1.61571118e-02 -3.39604930e-01 -2.13229798e-01 1.12430536e-01
-1.56766500e-02 1.44187613e-01 1.66639867e-01 6.00049847e-02
7.92783597e-02 2.23360838e-01]
[ -1.43143569e-02 1.14257798e-01 -1.47211756e-01 4.40445128e-02
-9.44744673e-03 -1.81858901e-01 5.94447177e-02 -1.18254406e-01
-1.89996692e-01 -3.21409242e-02]
[ -3.82563387e-01 -6.02144379e-01 -2.96170716e-01 1.59874336e-01
1.79233714e-02 4.11983978e-02 2.94486381e-01 -3.76132956e-02
-1.86152507e-02 -1.28945972e-02]
[ -2.12067228e-03 -2.06248825e-01 1.03319372e-02 9.26525580e-02
-1.02801066e-02 -7.19705165e-02 1.72499156e-01 -1.90478109e-01
1.96014703e-01 3.43686173e-02]
[ 1.14286282e-01 -2.39253280e-01 3.53426128e-02 -6.66154134e-02
5.71043454e-02 -4.89991119e-02 6.85930488e-02 1.19957324e-01
8.33547654e-02 -2.11773150e-02]
[ -1.75071607e-01 -1.36016167e-01 -3.03907892e-01 -2.31837006e-02
-2.55485935e-03 6.97401768e-02 -1.50680258e-01 -2.90652056e-02
2.60685013e-01 -1.33819653e-01]
[ 5.63616511e-02 -3.78890264e-01 8.99517320e-02 3.34119530e-02
-4.82367321e-02 -1.18378592e-01 1.75642643e-01 -1.03758864e-01
2.29954514e-02 1.05688730e-01]
[ -8.66665766e-02 -5.37235348e-02 -3.82600276e-04 -1.48340851e-01
-5.42912057e-03 1.91221532e-02 1.84112357e-01 -1.03045097e-01
-1.56160380e-02 -1.29731447e-01]
[ -1.21246320e-01 -1.54729855e-01 -7.12102331e-02 -5.10522498e-03
3.81505753e-01 1.02003080e-01 1.11890761e-01 -1.64147320e-02
-1.72330006e-01 -2.17199429e-01]
[ -1.57074816e-01 4.29642250e-03 6.18609527e-02 2.15283224e-02
-1.71875777e-01 -2.19670702e-01 -1.77826155e-01 -1.97032669e-01
8.68104419e-02 1.73855552e-01]
[ -2.64308504e-01 -3.13643375e-01 1.02385152e-01 2.34749499e-01
-9.99018673e-02 -7.11404887e-02 5.48058588e-02 -2.58820746e-01
-2.52276205e-01 -6.12437036e-02]
[ 1.06174565e-01 -1.64680265e-01 -2.06602863e-02 1.21962954e-01
-3.60722473e-02 -8.84758032e-02 2.18313954e-01 3.41255263e-03
2.96594797e-02 8.61757592e-03]
[ 3.76041426e-02 -9.14414004e-02 -2.10816557e-01 1.51949761e-01
-4.96023408e-02 8.37697610e-02 -4.56269885e-02 -1.97644681e-02
-8.92517069e-02 -3.83524930e-03]
[ -1.11539688e-01 -5.25919964e-02 -1.98418614e-01 1.69746626e-01
-3.12130983e-02 1.30198323e-01 -1.24233891e-02 -2.49348195e-01
8.09573035e-02 -1.84732052e-01]
[ -7.00026541e-02 -4.44456735e-02 2.74910841e-01 9.72604904e-02
1.24020657e-01 -6.05817965e-02 -1.17698509e-01 1.20486751e-01
7.22612909e-02 3.27271026e-02]
[ 5.37553588e-02 -3.34359355e-02 8.66594214e-02 8.38192431e-02
6.38987474e-02 -1.58290722e-02 2.34387702e-01 1.20166569e-01
-3.16570315e-02 -6.69598709e-02]
[ 1.05557469e-02 -1.49724703e-01 -2.91004607e-01 -4.99693677e-02
1.60658575e-01 -9.23988140e-02 1.54156111e-01 1.63502348e-01
1.09869093e-01 -2.91646540e-02]
[ 5.01093412e-02 -1.43285197e-02 -1.16037941e-01 4.56457634e-02
-9.99981704e-02 3.21508198e-01 2.61074519e-01 2.04941002e-01
-1.59335647e-01 -6.01403215e-02]
[ 5.07642525e-03 -3.64399516e-03 1.24128980e-01 1.10382290e-01
-1.27408784e-02 1.04244093e-01 -1.28424335e-01 -4.12849382e-02
2.16705971e-01 8.23342574e-02]
[ 1.10604072e-01 7.68396139e-02 -4.53362422e-02 -9.78886100e-02
-9.85362960e-02 -3.30372076e-01 1.15073738e-01 8.66613542e-03
1.43332107e-01 9.01381408e-02]
[ -1.00882869e-01 -1.57034259e-02 -1.57292394e-02 2.21551834e-02
5.50067686e-03 -2.03775193e-01 -7.89919605e-02 -1.99516326e-02
1.59392210e-02 1.27109508e-01]
[ -1.52668638e-01 -1.03052543e-01 -2.00379403e-01 -1.25107512e-02
-2.66641275e-01 -1.96633820e-03 2.63384580e-02 -2.44592298e-02
-3.84107990e-03 5.12554262e-02]
[ -3.17632469e-02 -1.05200169e-01 -7.54270753e-02 -1.28722685e-01
5.35335704e-01 2.76437015e-01 5.76163675e-01 1.12910630e-01
-1.83104644e-01 -3.79310372e-01]
[ -1.77387478e-02 -4.00811258e-01 -3.07467345e-02 -7.47628401e-02
6.64302576e-01 1.01370119e-01 5.34213774e-01 9.13064214e-02
2.84032111e-02 -3.86286270e-01]
[ 1.05322244e-02 -4.56010959e-01 -4.35616012e-02 -1.07724695e-01
6.77385952e-01 2.35640542e-02 5.01961597e-01 4.86283804e-02
-3.64227835e-01 -2.19729169e-01]
[ -1.69583406e-01 -5.98584336e-01 -9.02288958e-03 -2.01620349e-01
7.64459264e-01 -9.12929835e-02 6.25794786e-01 -8.27525291e-02
-6.64403628e-02 8.53933531e-02]
[ -2.93581273e-01 -4.13499436e-01 5.59919426e-02 -4.63821138e-02
9.11345216e-01 1.41818414e-01 4.30118881e-01 4.77111089e-02
-8.79515192e-02 -1.35175044e-01]
[ -2.07042459e-01 -3.14552715e-01 2.50796640e-01 -2.45026943e-01
6.69569796e-01 -4.38635842e-02 6.98344585e-01 1.29100456e-02
-2.58744921e-01 -2.99002023e-02]
[ -1.28990502e-01 -2.24065948e-01 -1.80325651e-01 -9.93045581e-02
4.83573457e-01 -2.30732321e-01 1.78347757e-01 1.69096785e-01
-7.75948946e-03 -1.16927436e-01]
[ 1.06923864e-01 2.39091002e-01 1.62166411e-01 -9.73992134e-02
-6.53552227e-02 5.18032659e-02 -1.43962407e-01 2.82498241e-01
7.03396051e-02 1.73108925e-01]
[ 3.47188587e-01 3.21757989e-01 -8.38348878e-02 3.09596485e-01
-8.72332817e-01 -2.86588605e-01 -4.74819142e-01 1.77027038e-01
3.80774578e-01 -3.57233022e-02]
[ 4.56693405e-02 1.30158841e-01 2.52415579e-01 2.47226381e-01
-5.28738509e-02 -1.95407827e-01 -1.73728658e-01 -1.33138195e-01
-1.41304181e-01 -2.91617450e-01]
[ 2.51377229e-02 -6.02637731e-02 -1.17714299e-01 -5.18121712e-02
2.26970481e-01 3.98137309e-02 -9.91292151e-03 -1.84465757e-01
3.58588704e-02 2.09785246e-01]
[ 1.96303549e-05 -5.37098922e-02 -6.74634973e-02 -5.29492379e-02
-1.84559086e-02 -1.76815193e-01 8.83840613e-02 9.82493163e-03
3.57618939e-02 2.88178689e-03]
[ 2.60810293e-02 6.72719495e-02 2.42892709e-01 6.96400944e-02
-2.15924621e-01 -1.33905980e-01 1.16235855e-01 3.92594729e-02
-1.88954400e-01 1.02858787e-01]
[ 7.19010250e-02 3.39472984e-02 1.07396214e-01 6.77220161e-03
-2.38098396e-01 6.87250354e-02 6.23263326e-02 -2.70879886e-01
-1.79911875e-02 -8.92794055e-02]
[ -4.25997926e-03 1.10408561e-01 8.75365035e-02 -2.05550444e-02
-7.25533749e-02 1.77842159e-01 7.93065583e-02 1.19156993e-01
-1.39963503e-02 1.81644840e-01]
[ 2.19647594e-01 6.81481042e-02 2.78435026e-02 7.86307442e-02
4.10687806e-02 -2.26872659e-02 -1.64025519e-01 1.48212415e-01
-5.64267533e-02 -2.24379730e-02]
[ 4.71591737e-02 8.49137915e-03 1.89161099e-02 4.78955149e-02
-4.31895550e-01 -1.24772802e-01 -2.18451524e-01 4.16438027e-02
1.24118821e-01 1.99222139e-01]
[ 4.87761634e-02 5.12272331e-01 1.23779932e-01 4.20886314e-01
-1.14326795e+00 -3.04714928e-01 -6.00789709e-01 -7.19014886e-02
2.90903194e-01 3.33682115e-01]
[ 1.85223603e-01 5.14673545e-01 6.89984286e-02 4.34805243e-01
-9.40052900e-01 -8.68117012e-02 -4.55356304e-01 1.51744124e-01
2.17252757e-01 4.91609771e-01]
[ 2.57272458e-01 3.14322508e-01 2.47393398e-01 1.51022474e-01
-4.40105739e-01 7.94093099e-02 -2.23087454e-01 1.62877016e-01
2.41872822e-01 8.11536777e-02]
[ -7.12172337e-02 2.27031648e-01 2.42510643e-01 2.01648494e-02
-4.87328493e-02 1.29676198e-01 -1.07255900e-01 -1.49093142e-02
-3.00179613e-02 5.37103647e-02]
[ -9.73166057e-02 -3.24909222e-04 2.53519546e-02 9.53725376e-02
-5.81678746e-02 1.15358321e-01 2.48490665e-01 2.02782320e-02
-2.73270897e-01 -9.13569988e-02]
[ -2.23614062e-01 -3.59505102e-02 -9.46630446e-02 -3.48316998e-01
1.94042657e-01 1.20733251e-01 1.13125668e-01 1.03138641e-01
-2.10395707e-01 2.82173327e-02]
[ 9.83435337e-03 -3.93832640e-01 -1.27637011e-01 -1.62091689e-01
3.73097821e-01 2.60040016e-02 1.86447073e-01 1.52439246e-01
-1.65818638e-01 -2.22736666e-01]
[ 1.26809722e-01 -2.21157928e-01 -1.49448901e-01 -1.06965543e-02
6.17605647e-02 -5.28703842e-02 6.61700475e-02 -1.51761575e-01
1.23340950e-01 -1.38452285e-01]
[ -1.14953174e-01 8.44973854e-02 2.64105307e-01 -5.63158177e-03
1.47685541e-01 8.06790499e-02 3.21140678e-02 -2.97389832e-01
-1.10315259e-01 -5.57781548e-02]
[ -3.53644624e-01 2.15822513e-02 1.15667268e-02 -3.47606573e-02
1.75899326e-01 -1.71190825e-01 1.72051412e-02 2.33919051e-01
-9.30334352e-02 6.66189216e-02]
[ 1.43238992e-01 2.17569241e-02 -2.35537880e-01 -8.66872971e-02
1.18493934e-01 -2.96436266e-01 6.93856181e-02 -1.67918029e-01
-1.67988409e-03 -1.92091886e-01]
[ 2.07782263e-01 -1.86732951e-01 6.24636613e-02 -2.74332021e-02
1.04969111e-01 -3.40305210e-02 4.19358657e-02 -1.37182956e-01
1.09564491e-01 -1.85140428e-01]
[ -1.05595922e-01 -7.04326391e-02 1.21287954e-01 1.08855164e-01
4.25194689e-02 -1.13570976e-01 2.56474989e-01 -7.78699793e-02
1.83595368e-01 -4.35355646e-03]
[ -2.52203357e-03 -1.75727103e-01 2.00960342e-01 -2.45090041e-01
-7.66005340e-02 1.15781673e-01 6.24460100e-02 -1.16847804e-01
2.51822953e-02 2.24037806e-01]]
[[ 0.63509793]
[ 1.63805634]
[ 0.2773732 ]
[ 0.88743755]
[-2.68302405]
[-0.24281345]
[-1.62926151]
[ 0.07517808]
[ 0.70967149]
[ 0.91136549]]
Progress: 34.5% ... Training loss: 0.284 ... Validation loss: 0.455[[ 1.64295902e-01 2.21082223e-01 -1.04830749e-01 1.12997769e-01
-5.48751003e-01 -7.23750566e-02 -6.83634840e-02 1.22112753e-01
-5.62359910e-02 1.90278482e-01]
[ 1.46440237e-02 1.53615734e-01 -1.91619379e-02 4.59925806e-02
8.50486295e-02 -6.74232191e-03 3.10074513e-01 4.13200619e-02
1.42010768e-01 -2.73336451e-02]
[ 1.82019762e-01 6.80199543e-01 9.09191528e-03 -4.11685151e-02
5.05638356e-01 -2.15474328e-02 -7.63131826e-01 -4.06540631e-02
5.04131265e-02 2.71062538e-01]
[ 1.82005721e-02 -3.34689105e-01 -2.12097977e-01 1.15859051e-01
-2.49601682e-02 1.43415143e-01 1.61778462e-01 6.02639756e-02
8.17688994e-02 2.26903525e-01]
[ -1.57007344e-02 1.08896134e-01 -1.47928533e-01 4.17536380e-02
-2.61012964e-03 -1.81393041e-01 6.37310680e-02 -1.18417628e-01
-1.91814000e-01 -3.45971842e-02]
[ -3.83475223e-01 -6.04067937e-01 -2.96611203e-01 1.58611345e-01
2.05727003e-02 4.15818330e-02 2.96499847e-01 -3.77277978e-02
-1.97461942e-02 -1.43612613e-02]
[ -1.46622993e-03 -2.03743413e-01 1.06255949e-02 9.36175636e-02
-1.27920332e-02 -7.22454356e-02 1.70361868e-01 -1.90383240e-01
1.96766228e-01 3.52273238e-02]
[ 1.11134833e-01 -2.47018001e-01 3.38217188e-02 -7.14402809e-02
6.98475557e-02 -4.77455657e-02 7.61797374e-02 1.19546686e-01
7.94743798e-02 -2.60910411e-02]
[ -1.75944340e-01 -1.37955797e-01 -3.04271265e-01 -2.43857325e-02
4.76937442e-04 7.00430121e-02 -1.48505526e-01 -2.91668958e-02
2.59775286e-01 -1.35047655e-01]
[ 5.36521463e-02 -3.84055306e-01 8.86345042e-02 2.92550921e-02
-3.85203527e-02 -1.17326262e-01 1.81385689e-01 -1.04109484e-01
1.96835636e-02 1.01286044e-01]
[ -8.76422886e-02 -5.63158541e-02 -8.39948052e-04 -1.49723669e-01
-1.59792361e-03 1.95055304e-02 1.86477418e-01 -1.03156307e-01
-1.68141054e-02 -1.31243087e-01]
[ -1.21842680e-01 -1.56094991e-01 -7.14667533e-02 -5.89043089e-03
3.83870586e-01 1.02232271e-01 1.13420253e-01 -1.64848629e-02
-1.72989582e-01 -2.18034789e-01]
[ -1.57074816e-01 4.29642250e-03 6.18609527e-02 2.15283224e-02
-1.71875777e-01 -2.19670702e-01 -1.77826155e-01 -1.97032669e-01
8.68104419e-02 1.73855552e-01]
[ -2.64997259e-01 -3.14691947e-01 1.02071869e-01 2.33812340e-01
-9.80709449e-02 -7.08599275e-02 5.61740971e-02 -2.58907641e-01
-2.53095506e-01 -6.23133354e-02]
[ 1.06229681e-01 -1.64766093e-01 -2.06482580e-02 1.22070087e-01
-3.63927909e-02 -8.84917343e-02 2.18243586e-01 3.42149743e-03
2.97025450e-02 8.67620250e-03]
[ 3.75622837e-02 -9.15684907e-02 -2.10826746e-01 1.51907827e-01
-4.95691211e-02 8.37807147e-02 -4.54061248e-02 -1.97679195e-02
-8.92935136e-02 -3.88227152e-03]
[ -1.11520128e-01 -5.21493055e-02 -1.98405445e-01 1.69768834e-01
-3.08599332e-02 1.30174228e-01 -1.26873056e-02 -2.49343085e-01
8.09989450e-02 -1.84712826e-01]
[ -6.88696128e-02 -4.14270507e-02 2.75397926e-01 9.89021081e-02
1.19366554e-01 -6.10205126e-02 -1.20665117e-01 1.20634718e-01
7.35267524e-02 3.42503090e-02]
[ 5.26652150e-02 -3.57944679e-02 8.61700288e-02 8.21914606e-02
6.84034529e-02 -1.54072740e-02 2.36889967e-01 1.20031046e-01
-3.29314578e-02 -6.86066080e-02]
[ 9.84454286e-03 -1.51419467e-01 -2.91345160e-01 -5.10418135e-02
1.63410606e-01 -9.21212891e-02 1.55720136e-01 1.63410431e-01
1.08980196e-01 -3.01990603e-02]
[ 4.86717923e-02 -1.80600261e-02 -1.16727981e-01 4.34389616e-02
-9.37352185e-02 3.22106110e-01 2.64728858e-01 2.04754330e-01
-1.61095056e-01 -6.23929274e-02]
[ 4.36744977e-03 -5.43952781e-03 1.23786234e-01 1.09333762e-01
-1.04222185e-02 1.04504858e-01 -1.26663227e-01 -4.13757218e-02
2.15853072e-01 8.12067772e-02]
[ 1.10383271e-01 7.62821547e-02 -4.54303788e-02 -9.81841670e-02
-9.76196148e-02 -3.30299717e-01 1.15674854e-01 8.64091198e-03
1.43092254e-01 8.98219708e-02]
[ -1.00919053e-01 -1.61086629e-02 -1.57452455e-02 2.21114744e-02
5.79905488e-03 -2.03782738e-01 -7.88019593e-02 -1.99531112e-02
1.58681093e-02 1.27076496e-01]
[ -1.53222462e-01 -1.03831832e-01 -2.00626433e-01 -1.33326784e-02
-2.65024935e-01 -1.73702604e-03 2.74149918e-02 -2.45312678e-02
-4.41307531e-03 5.04317469e-02]
[ -3.21546020e-02 -1.06100171e-01 -7.55968114e-02 -1.29275357e-01
5.36858939e-01 2.76580459e-01 5.77075173e-01 1.12865040e-01
-1.83518567e-01 -3.79865755e-01]
[ -1.77532278e-02 -4.00872845e-01 -3.07511388e-02 -7.47782268e-02
6.64358926e-01 1.01374121e-01 5.34259556e-01 9.13051923e-02
2.83982507e-02 -3.86306300e-01]
[ 9.93975870e-03 -4.57309495e-01 -4.38294997e-02 -1.08590168e-01
6.79872581e-01 2.38011583e-02 5.03430718e-01 4.85559816e-02
-3.64901425e-01 -2.20585682e-01]
[ -1.69540492e-01 -5.98545221e-01 -9.00417479e-03 -2.01559029e-01
7.64281258e-01 -9.13097066e-02 6.25721989e-01 -8.27473938e-02
-6.63937625e-02 8.54564279e-02]
[ -2.93833555e-01 -4.14196088e-01 5.58852753e-02 -4.67293301e-02
9.12307588e-01 1.41906364e-01 4.30741560e-01 4.76830399e-02
-8.82249259e-02 -1.35510403e-01]
[ -2.07353307e-01 -3.15279886e-01 2.50672302e-01 -2.45455299e-01
6.70839331e-01 -4.37477322e-02 6.99133385e-01 1.28740405e-02
-2.59070106e-01 -3.03194049e-02]
[ -1.28733767e-01 -2.23473722e-01 -1.80220830e-01 -9.89434086e-02
4.82625260e-01 -2.30829348e-01 1.77710697e-01 1.69126021e-01
-7.47905040e-03 -1.16560917e-01]
[ 1.06359748e-01 2.38281480e-01 1.61909567e-01 -9.81845016e-02
-6.34905283e-02 5.20227013e-02 -1.43036238e-01 2.82428595e-01
6.96310097e-02 1.72258691e-01]
[ 3.47333918e-01 3.22745414e-01 -8.37401693e-02 3.09856056e-01
-8.74051454e-01 -2.86668955e-01 -4.75337750e-01 1.77050178e-01
3.80955966e-01 -3.53977230e-02]
[ 4.54463350e-02 1.29411370e-01 2.52306555e-01 2.46867608e-01
-5.16997215e-02 -1.95312343e-01 -1.73035503e-01 -1.33169859e-01
-1.41591218e-01 -2.92032968e-01]
[ 2.42442025e-02 -6.24765902e-02 -1.18131179e-01 -5.31712400e-02
2.30612971e-01 4.01664598e-02 -7.74030517e-03 -1.84575463e-01
3.47780991e-02 2.08441128e-01]
[ 8.07417948e-04 -5.20254886e-02 -6.71199936e-02 -5.18243003e-02
-2.16230646e-02 -1.77112856e-01 8.66227532e-02 9.92071335e-03
3.66319444e-02 3.90660787e-03]
[ 2.57991874e-02 6.65917159e-02 2.42686632e-01 6.91813047e-02
-2.14791307e-01 -1.33783042e-01 1.16867418e-01 3.92203710e-02
-1.89312138e-01 1.02337798e-01]
[ 7.17981879e-02 3.38992885e-02 1.07330873e-01 6.52445426e-03
-2.37255989e-01 6.87830753e-02 6.24363071e-02 -2.70912164e-01
-1.81863355e-02 -8.95730200e-02]
[ -3.83699465e-03 1.11370189e-01 8.77140456e-02 -1.99239982e-02
-7.44440960e-02 1.77661163e-01 7.83329329e-02 1.19210858e-01
-1.34899120e-02 1.82208982e-01]
[ 2.18658772e-01 6.60175540e-02 2.74098215e-02 7.71516475e-02
4.51069369e-02 -2.23102591e-02 -1.61876019e-01 1.48101284e-01
-5.75817593e-02 -2.39315764e-02]
[ 4.69049239e-02 7.79151121e-03 1.87851626e-02 4.74843460e-02
-4.30600417e-01 -1.24665673e-01 -2.17891130e-01 4.16094286e-02
1.23802493e-01 1.98829916e-01]
[ 4.84633346e-02 5.11603599e-01 1.23633131e-01 4.20450191e-01
-1.14222975e+00 -3.04583898e-01 -6.00303118e-01 -7.19391247e-02
2.90506364e-01 3.33184237e-01]
[ 1.85072792e-01 5.14555254e-01 6.89138163e-02 4.34598437e-01
-9.39895576e-01 -8.67407040e-02 -4.55074998e-01 1.51724985e-01
2.17045534e-01 4.91337148e-01]
[ 2.56774879e-01 3.13201910e-01 2.47192737e-01 1.50353233e-01
-4.38164750e-01 7.95832918e-02 -2.21924523e-01 1.62820236e-01
2.41348501e-01 8.04737261e-02]
[ -7.09673221e-02 2.27654744e-01 2.42619713e-01 2.05160665e-02
-4.97897015e-02 1.29581738e-01 -1.07845972e-01 -1.48810919e-02
-2.97484758e-02 5.40562181e-02]
[ -9.73711103e-02 -6.16355539e-04 2.53195342e-02 9.52833328e-02
-5.78923836e-02 1.15380423e-01 2.48815689e-01 2.02704703e-02
-2.73350682e-01 -9.14399218e-02]
[ -2.23981089e-01 -3.67886870e-02 -9.48186719e-02 -3.48833080e-01
1.95565247e-01 1.20875717e-01 1.14052702e-01 1.03094422e-01
-2.10812122e-01 2.76969941e-02]
[ 9.89968242e-03 -3.93793366e-01 -1.27604516e-01 -1.61979320e-01
3.72746762e-01 2.59744250e-02 1.86374005e-01 1.52448634e-01
-1.65726306e-01 -2.22625841e-01]
[ 1.24777814e-01 -2.25790205e-01 -1.50369690e-01 -1.35658417e-02
6.94436665e-02 -5.20689787e-02 7.13393118e-02 -1.52011147e-01
1.21069863e-01 -1.41427351e-01]
[ -1.16255635e-01 8.16752673e-02 2.63545079e-01 -7.49887547e-03
1.52743746e-01 8.11736272e-02 3.47585451e-02 -2.97536641e-01
-1.11813313e-01 -5.77126306e-02]
[ -3.54209636e-01 2.02126546e-02 1.13125796e-02 -3.55775012e-02
1.78077287e-01 -1.70973929e-01 1.86314387e-02 2.33851139e-01
-9.36577530e-02 6.57771771e-02]
[ 1.42766531e-01 2.07282894e-02 -2.35733351e-01 -8.73121058e-02
1.20366196e-01 -2.96270022e-01 7.05356931e-02 -1.67966405e-01
-2.22790514e-03 -1.92747359e-01]
[ 2.07612024e-01 -1.87138130e-01 6.23538603e-02 -2.78724662e-02
1.06424159e-01 -3.39457586e-02 4.20337303e-02 -1.37216312e-01
1.09083805e-01 -1.85585428e-01]
[ -1.06404023e-01 -7.21674313e-02 1.20914278e-01 1.07675975e-01
4.58629452e-02 -1.13247235e-01 2.58295611e-01 -7.79655711e-02
1.82675908e-01 -5.55549474e-03]
[ -1.45342866e-03 -1.72857003e-01 2.01343358e-01 -2.43618238e-01
-8.22781804e-02 1.15358943e-01 5.97750079e-02 -1.16738148e-01
2.63543920e-02 2.25341819e-01]]
[[ 0.61957743]
[ 1.62328664]
[ 0.26349535]
[ 0.87276834]
[-2.70101611]
[-0.25594029]
[-1.64385977]
[ 0.06155345]
[ 0.69594105]
[ 0.89768079]]
Progress: 34.6% ... Training loss: 0.278 ... Validation loss: 0.452[[ 1.60478626e-01 2.11836370e-01 -1.06491176e-01 1.07586451e-01
-5.32988905e-01 -7.08117414e-02 -5.84798454e-02 1.21733104e-01
-6.06307146e-02 1.84793901e-01]
[ 1.44189644e-02 1.52918677e-01 -1.92622822e-02 4.56633483e-02
8.59732252e-02 -6.64618595e-03 3.10522786e-01 4.12999585e-02
1.41720640e-01 -2.76647887e-02]
[ 1.79864135e-01 6.75336875e-01 8.09140337e-03 -4.46611304e-02
5.17550533e-01 -2.06158228e-02 -7.57939926e-01 -4.08794046e-02
4.79952241e-02 2.67972491e-01]
[ 1.86517411e-02 -3.33022189e-01 -2.11914691e-01 1.16563327e-01
-2.68040041e-02 1.43340579e-01 1.60325888e-01 6.02985216e-02
8.21094533e-02 2.28009683e-01]
[ -1.80047355e-02 1.04088191e-01 -1.48873839e-01 3.86248084e-02
5.87903095e-03 -1.80608576e-01 6.91684648e-02 -1.18623240e-01
-1.94240920e-01 -3.78615358e-02]
[ -3.84499159e-01 -6.06975976e-01 -2.97054325e-01 1.57342004e-01
2.28181242e-02 4.19829721e-02 2.99643957e-01 -3.78294664e-02
-2.08913524e-02 -1.60197313e-02]
[ -3.25564598e-03 -2.08521854e-01 9.83730243e-03 9.10065594e-02
-4.46069385e-03 -7.15037401e-02 1.75081270e-01 -1.90554521e-01
1.94785895e-01 3.26429213e-02]
[ 1.09873301e-01 -2.50322071e-01 3.32659263e-02 -7.33148018e-02
7.48929675e-02 -4.72297374e-02 7.97959831e-02 1.19416516e-01
7.80432520e-02 -2.78774485e-02]
[ -1.76132628e-01 -1.38910627e-01 -3.04330423e-01 -2.46125519e-02
1.89298283e-03 7.00927150e-02 -1.47585491e-01 -2.91828272e-02
2.59604797e-01 -1.35274511e-01]
[ 5.07570997e-02 -3.92247599e-01 8.73737143e-02 2.49903091e-02
-2.53650096e-02 -1.16166698e-01 1.89935117e-01 -1.04396450e-01
1.64810374e-02 9.68639031e-02]
[ -8.75516538e-02 -5.67552679e-02 -7.88032437e-04 -1.49515611e-01
-2.81735528e-03 1.94377327e-02 1.86541747e-01 -1.03138539e-01
-1.66612709e-02 -1.30996295e-01]
[ -1.23059812e-01 -1.59002992e-01 -7.19833853e-02 -7.51861827e-03
3.88592565e-01 1.02731417e-01 1.16614538e-01 -1.66070280e-02
-1.74347697e-01 -2.19739079e-01]
[ -1.57316443e-01 3.89074964e-03 6.17400943e-02 2.12315502e-02
-1.71495447e-01 -2.19553248e-01 -1.77234405e-01 -1.97060357e-01
8.64911412e-02 1.73479054e-01]
[ -2.65777894e-01 -3.16670960e-01 1.01733105e-01 2.32851788e-01
-9.61134290e-02 -7.05332112e-02 5.85504593e-02 -2.58988625e-01
-2.53992265e-01 -6.35595587e-02]
[ 1.06017357e-01 -1.65506055e-01 -2.07303175e-02 1.21814212e-01
-3.59834942e-02 -8.84286394e-02 2.18837597e-01 3.40456875e-03
2.94996731e-02 8.34157512e-03]
[ 3.73591552e-02 -9.21449110e-02 -2.10917611e-01 1.51629795e-01
-4.88534737e-02 8.38586127e-02 -4.49030922e-02 -1.97857671e-02
-8.94881445e-02 -4.18171870e-03]
[ -1.12070672e-01 -5.36584447e-02 -1.98634248e-01 1.69015043e-01
-2.83988536e-02 1.30391583e-01 -1.12191001e-02 -2.49387195e-01
8.03790989e-02 -1.85482392e-01]
[ -6.89017991e-02 -4.13147378e-02 2.75395536e-01 9.88306946e-02
1.19712844e-01 -6.10264124e-02 -1.20695358e-01 1.20634377e-01
7.34176164e-02 3.42475183e-02]
[ 5.18142669e-02 -3.84170115e-02 8.57491327e-02 8.08427521e-02
7.25858820e-02 -1.50072593e-02 2.39561642e-01 1.19934449e-01
-3.38515177e-02 -7.00122159e-02]
[ 9.39714317e-03 -1.52493763e-01 -2.91543334e-01 -5.17052224e-02
1.65189361e-01 -9.19381910e-02 1.56758216e-01 1.63363305e-01
1.08459917e-01 -3.08097069e-02]
[ 4.85753555e-02 -1.84870160e-02 -1.16763676e-01 4.33091230e-02
-9.35116038e-02 3.22134284e-01 2.65239878e-01 2.04747311e-01
-1.61174931e-01 -6.25689801e-02]
[ 3.39630004e-03 -7.74543038e-03 1.23373855e-01 1.07944825e-01
-5.99366349e-03 1.04916626e-01 -1.23995632e-01 -4.14763078e-02
2.14793149e-01 7.99285493e-02]
[ 1.09999079e-01 7.51257517e-02 -4.55921620e-02 -9.87346599e-02
-9.57716638e-02 -3.30161973e-01 1.16755735e-01 8.60448450e-03
1.42644442e-01 8.92659203e-02]
[ -1.00690707e-01 -1.56884672e-02 -1.56426354e-02 2.24425817e-02
4.82163772e-03 -2.03879208e-01 -7.92910467e-02 -1.99293922e-02
1.61297603e-02 1.27410560e-01]
[ -1.53185035e-01 -1.03919051e-01 -2.00603598e-01 -1.32444216e-02
-2.65360431e-01 -1.77215402e-03 2.74232520e-02 -2.45260725e-02
-4.35064139e-03 5.05207872e-02]
[ -3.20918080e-02 -1.06412803e-01 -7.55701792e-02 -1.29168854e-01
5.36417484e-01 2.76545271e-01 5.77323891e-01 1.12872585e-01
-1.83451950e-01 -3.79824506e-01]
[ -1.76729449e-02 -4.00743991e-01 -3.07177050e-02 -7.46650652e-02
6.64015217e-01 1.01341594e-01 5.34124650e-01 9.13131022e-02
2.84729031e-02 -3.86191679e-01]
[ 1.00203202e-02 -4.57332846e-01 -4.37927662e-02 -1.08466051e-01
6.79422302e-01 2.37701718e-02 5.03483283e-01 4.85647476e-02
-3.64814932e-01 -2.20512113e-01]
[ -1.70059406e-01 -5.99508376e-01 -9.22483023e-03 -2.02284548e-01
7.66466443e-01 -9.10962026e-02 6.26770603e-01 -8.27987331e-02
-6.69626465e-02 8.47312138e-02]
[ -2.93806073e-01 -4.14200492e-01 5.59060811e-02 -4.66657945e-02
9.12053220e-01 1.41887636e-01 4.30740059e-01 4.76875442e-02
-8.81775007e-02 -1.35443991e-01]
[ -2.07268426e-01 -3.15476359e-01 2.50741948e-01 -2.45231501e-01
6.70216284e-01 -4.38153342e-02 6.99368515e-01 1.28897595e-02
-2.58897086e-01 -3.00487502e-02]
[ -1.29062255e-01 -2.24196069e-01 -1.80357186e-01 -9.94047485e-02
4.84020291e-01 -2.30703178e-01 1.78526174e-01 1.69093469e-01
-7.82835176e-03 -1.17019446e-01]
[ 1.06093444e-01 2.37334480e-01 1.61788191e-01 -9.85703780e-02
-6.22135187e-02 5.21366512e-02 -1.42430426e-01 2.82400168e-01
6.93251600e-02 1.71889216e-01]
[ 3.47234574e-01 3.22256151e-01 -8.38109964e-02 3.09598494e-01
-8.72981537e-01 -2.86597611e-01 -4.74990615e-01 1.77033058e-01
3.80817194e-01 -3.56718783e-02]
[ 4.51565725e-02 1.28704431e-01 2.52186460e-01 2.46428684e-01
-5.03383839e-02 -1.95195569e-01 -1.72277713e-01 -1.33195888e-01
-1.41940185e-01 -2.92445290e-01]
[ 2.41011915e-02 -6.28772363e-02 -1.18202168e-01 -5.34173886e-02
2.31240574e-01 4.02201533e-02 -7.35264553e-03 -1.84592503e-01
3.45849974e-02 2.08218183e-01]
[ 6.83438974e-04 -5.21440116e-02 -6.71798997e-02 -5.20275550e-02
-2.12359197e-02 -1.77052989e-01 8.67923580e-02 9.90626895e-03
3.64682022e-02 3.69503967e-03]
[ 2.52949677e-02 6.53507118e-02 2.42458368e-01 6.84285781e-02
-2.12570656e-01 -1.33574059e-01 1.18197865e-01 3.91643271e-02
-1.89891359e-01 1.01559027e-01]
[ 7.14123596e-02 3.29445414e-02 1.07169136e-01 5.98321570e-03
-2.35656267e-01 6.89322778e-02 6.33961894e-02 -2.70942956e-01
-1.86034537e-02 -9.01248993e-02]
[ -4.32840605e-03 1.10390474e-01 8.74969685e-02 -2.06441468e-02
-7.25986331e-02 1.77872755e-01 7.95028813e-02 1.19159748e-01
-1.40547939e-02 1.81466100e-01]
[ 2.18897740e-01 6.62669112e-02 2.75034104e-02 7.74693433e-02
4.42037496e-02 -2.24093639e-02 -1.62218957e-01 1.48123183e-01
-5.73410819e-02 -2.36113414e-02]
[ 4.62566822e-02 6.13460136e-03 1.84996882e-02 4.65380629e-02
-4.27913630e-01 -1.24414669e-01 -2.16160488e-01 4.15453626e-02
1.23084574e-01 1.97950426e-01]
[ 4.88769113e-02 5.12078833e-01 1.23820060e-01 4.21066113e-01
-1.14390017e+00 -3.04761996e-01 -6.00813624e-01 -7.18942921e-02
2.91032144e-01 3.33704948e-01]
[ 1.84246803e-01 5.12762448e-01 6.85469996e-02 4.33566320e-01
-9.37377472e-01 -8.63757973e-02 -4.53026410e-01 1.51637253e-01
2.16063973e-01 4.90123727e-01]
[ 2.56880987e-01 3.13496664e-01 2.47241990e-01 1.50520468e-01
-4.38716914e-01 7.95318195e-02 -2.22249314e-01 1.62832905e-01
2.41487744e-01 8.06569294e-02]
[ -7.13958900e-02 2.26692456e-01 2.42437646e-01 1.99206347e-02
-4.79597697e-02 1.29750548e-01 -1.06767212e-01 -1.49234483e-02
-3.02151423e-02 5.34343602e-02]
[ -9.70861197e-02 1.50941499e-04 2.54499639e-02 9.57223368e-02
-5.91032492e-02 1.15253367e-01 2.48026236e-01 2.03014365e-02
-2.73002451e-01 -9.09907730e-02]
[ -2.24134956e-01 -3.72593689e-02 -9.48891709e-02 -3.49063760e-01
1.96221128e-01 1.20937032e-01 1.14413022e-01 1.03080811e-01
-2.10974854e-01 2.74975262e-02]
[ 9.46479542e-03 -3.94711358e-01 -1.27786193e-01 -1.62594728e-01
3.74574709e-01 2.61524408e-02 1.87530801e-01 1.52407434e-01
-1.66196837e-01 -2.23259805e-01]
[ 1.23182372e-01 -2.30096218e-01 -1.51095625e-01 -1.58450130e-02
7.62426092e-02 -5.13654938e-02 7.58245569e-02 -1.52182549e-01
1.19335826e-01 -1.43863563e-01]
[ -1.17085393e-01 7.92316668e-02 2.63187319e-01 -8.57822407e-03
1.55214853e-01 8.15120169e-02 3.72063601e-02 -2.97609300e-01
-1.12755258e-01 -5.89696891e-02]
[ -3.54773286e-01 1.85512716e-02 1.10749473e-02 -3.63279292e-02
1.80198859e-01 -1.70771675e-01 2.03963468e-02 2.33794073e-01
-9.42263347e-02 6.50142070e-02]
[ 1.42846877e-01 2.02914363e-02 -2.35710860e-01 -8.72064924e-02
1.20025324e-01 -2.96334708e-01 7.10187753e-02 -1.67957224e-01
-2.18855349e-03 -1.92713071e-01]
[ 2.07402187e-01 -1.87681433e-01 6.22837390e-02 -2.81445760e-02
1.07131697e-01 -3.38792828e-02 4.25102909e-02 -1.37231368e-01
1.08913286e-01 -1.85873486e-01]
[ -1.06881260e-01 -7.31301725e-02 1.20737599e-01 1.06984333e-01
4.81239436e-02 -1.13072181e-01 2.59295049e-01 -7.80077860e-02
1.82108545e-01 -6.21779209e-03]
[ -2.12102189e-03 -1.74448488e-01 2.01042631e-01 -2.44632837e-01
-7.92592449e-02 1.15646338e-01 6.15177518e-02 -1.16807982e-01
2.55703771e-02 2.24457990e-01]]
[[ 0.60437607]
[ 1.61036723]
[ 0.24981599]
[ 0.8567851 ]
[-2.7143539 ]
[-0.26784939]
[-1.65839449]
[ 0.048826 ]
[ 0.68141569]
[ 0.88097444]]
Progress: 34.6% ... Training loss: 0.292 ... Validation loss: 0.464[[ 1.61673206e-01 2.15025946e-01 -1.06074616e-01 1.08854394e-01
-5.36980727e-01 -7.12772619e-02 -6.11549368e-02 1.21819523e-01
-5.94113782e-02 1.86065248e-01]
[ 1.54318589e-02 1.55234918e-01 -1.88112015e-02 4.72421565e-02
8.15813518e-02 -7.13073151e-03 3.08415536e-01 4.13881698e-02
1.42933928e-01 -2.61228196e-02]
[ 1.79824321e-01 6.77612021e-01 7.91712431e-03 -4.54728171e-02
5.18891193e-01 -2.04263711e-02 -7.59770576e-01 -4.09226086e-02
4.74621002e-02 2.67152584e-01]
[ 1.90126457e-02 -3.32747420e-01 -2.11751243e-01 1.17407887e-01
-2.80739919e-02 1.43173143e-01 1.59344886e-01 6.03374511e-02
8.25992397e-02 2.28938316e-01]
[ -1.90301408e-02 1.02248679e-01 -1.49346509e-01 3.70301625e-02
1.25302400e-02 -1.80174024e-01 7.19151312e-02 -1.18709146e-01
-1.95270298e-01 -3.90636268e-02]
[ -3.81577521e-01 -6.01378790e-01 -2.95816666e-01 1.61509876e-01
1.02157059e-02 4.06433059e-02 2.93998691e-01 -3.75836052e-02
-1.74886158e-02 -1.19514217e-02]
[ -3.22878440e-03 -2.08141701e-01 9.86195632e-03 9.10893870e-02
-4.38705084e-03 -7.14970425e-02 1.74853213e-01 -1.90552055e-01
1.94889964e-01 3.25713963e-02]
[ 1.10029402e-01 -2.49801948e-01 3.32909852e-02 -7.32408679e-02
7.44047442e-02 -4.72821557e-02 7.95083545e-02 1.19421133e-01
7.80990118e-02 -2.76913666e-02]
[ -1.75250519e-01 -1.36793791e-01 -3.03954908e-01 -2.32774891e-02
-1.90249712e-03 6.96907484e-02 -1.49805737e-01 -2.91087293e-02
2.60603615e-01 -1.33912817e-01]
[ 5.43187622e-02 -3.83576402e-01 8.88651799e-02 2.98469695e-02
-3.97914040e-02 -1.17753500e-01 1.81290302e-01 -1.04108746e-01
2.05400903e-02 1.01611628e-01]
[ -8.68820227e-02 -5.58597980e-02 -5.46937371e-04 -1.48580966e-01
-5.64520125e-03 1.91663201e-02 1.85986580e-01 -1.03085991e-01
-1.59725094e-02 -1.29958752e-01]
[ -1.23304396e-01 -1.59955361e-01 -7.20530596e-02 -7.65022726e-03
3.89034327e-01 1.02802278e-01 1.17433322e-01 -1.66202384e-02
-1.74534129e-01 -2.19979786e-01]
[ -1.57316443e-01 3.89074964e-03 6.17400943e-02 2.12315502e-02
-1.71495447e-01 -2.19553248e-01 -1.77234405e-01 -1.97060357e-01
8.64911412e-02 1.73479054e-01]
[ -2.66011326e-01 -3.17761369e-01 1.01667818e-01 2.32675493e-01
-9.67659806e-02 -7.04934930e-02 5.96281667e-02 -2.58999295e-01
-2.54199992e-01 -6.38476113e-02]
[ 1.07231400e-01 -1.63436552e-01 -2.02281166e-02 1.23533625e-01
-4.04033990e-02 -8.89698563e-02 2.16901540e-01 3.50491052e-03
3.09101119e-02 1.01368355e-02]
[ 3.91322392e-02 -8.79071995e-02 -2.10186460e-01 1.54015117e-01
-5.56344594e-02 8.30867842e-02 -4.92397730e-02 -1.96420910e-02
-8.74588025e-02 -1.86801606e-03]
[ -1.12369150e-01 -5.42367734e-02 -1.98754493e-01 1.68619791e-01
-2.66005750e-02 1.30548652e-01 -1.05329277e-02 -2.49410722e-01
8.00492224e-02 -1.85937102e-01]
[ -6.83185989e-02 -3.97318636e-02 2.75640710e-01 9.96862148e-02
1.17015430e-01 -6.12881528e-02 -1.22335889e-01 1.20680589e-01
7.40870715e-02 3.50018414e-02]
[ 5.14172154e-02 -3.92797995e-02 8.55860091e-02 8.02328614e-02
7.41727607e-02 -1.48260884e-02 2.40590390e-01 1.19899973e-01
-3.42786399e-02 -7.06107364e-02]
[ 9.15808743e-03 -1.52843928e-01 -2.91656843e-01 -5.21183588e-02
1.66694360e-01 -9.18322902e-02 1.57189215e-01 1.63341367e-01
1.08114771e-01 -3.12030277e-02]
[ 4.91342119e-02 -1.73412091e-02 -1.16546907e-01 4.40690675e-02
-9.61624087e-02 3.21901236e-01 2.64136969e-01 2.04789340e-01
-1.60555761e-01 -6.16934483e-02]
[ 3.61856371e-03 -7.22907345e-03 1.23460694e-01 1.08252913e-01
-7.00518373e-03 1.04826338e-01 -1.24588108e-01 -4.14586734e-02
2.15009139e-01 8.02205035e-02]
[ 1.10363018e-01 7.61783062e-02 -4.54431141e-02 -9.82120216e-02
-9.71756741e-02 -3.30313637e-01 1.15742789e-01 8.63250632e-03
1.43006829e-01 8.97675201e-02]
[ -1.00290713e-01 -1.49911034e-02 -1.54758177e-02 2.30524485e-02
3.18226251e-03 -2.04067474e-01 -8.01248028e-02 -1.98949141e-02
1.65992509e-02 1.28031968e-01]
[ -1.53145688e-01 -1.03725235e-01 -2.00576548e-01 -1.31509438e-02
-2.65806499e-01 -1.80531346e-03 2.72737831e-02 -2.45208116e-02
-4.25566077e-03 5.06461716e-02]
[ -3.15899124e-02 -1.05280737e-01 -7.53453077e-02 -1.28397351e-01
5.34544408e-01 2.76305644e-01 5.76306959e-01 1.12915332e-01
-1.82873298e-01 -3.79084212e-01]
[ -1.73233659e-02 -4.00104479e-01 -3.05690798e-02 -7.41218280e-02
6.62538574e-01 1.01180075e-01 5.33273468e-01 9.13427459e-02
2.88764235e-02 -3.85647721e-01]
[ 9.88750215e-03 -4.57672234e-01 -4.38479150e-02 -1.08656539e-01
6.79994093e-01 2.38285087e-02 5.03828007e-01 4.85541758e-02
-3.64957659e-01 -2.20708228e-01]
[ -1.69955607e-01 -5.99267664e-01 -9.16795301e-03 -2.02080013e-01
7.65962187e-01 -9.11572228e-02 6.26751753e-01 -8.27885400e-02
-6.67970154e-02 8.49132607e-02]
[ -2.93857982e-01 -4.14347174e-01 5.58871722e-02 -4.67358595e-02
9.12263728e-01 1.41910122e-01 4.30873549e-01 4.76838832e-02
-8.82348617e-02 -1.35513583e-01]
[ -2.06907372e-01 -3.15158518e-01 2.50909015e-01 -2.44640229e-01
6.68392311e-01 -4.40007613e-02 6.98943985e-01 1.29227274e-02
-2.58447471e-01 -2.94773515e-02]
[ -1.29037726e-01 -2.24134383e-01 -1.80346873e-01 -9.93692615e-02
4.83940879e-01 -2.30713867e-01 1.78457977e-01 1.69095440e-01
-7.80148112e-03 -1.16985866e-01]
[ 1.05643549e-01 2.36222772e-01 1.61583778e-01 -9.92516845e-02
-6.00551596e-02 5.23452914e-02 -1.41064075e-01 2.82360887e-01
6.88154112e-02 1.71214591e-01]
[ 3.48135366e-01 3.24145635e-01 -8.34595495e-02 3.10703046e-01
-8.75120604e-01 -2.86960624e-01 -4.76970261e-01 1.77104686e-01
3.81795343e-01 -3.43828568e-02]
[ 4.53543018e-02 1.28983351e-01 2.52270834e-01 2.46681864e-01
-5.10584432e-02 -1.95284478e-01 -1.72719024e-01 -1.33179789e-01
-1.41711001e-01 -2.92150958e-01]
[ 2.43009524e-02 -6.24772318e-02 -1.18114451e-01 -5.31194193e-02
2.30349409e-01 4.01234588e-02 -7.79126377e-03 -1.84575845e-01
3.48313513e-02 2.08532684e-01]
[ 9.79842057e-04 -5.13912012e-02 -6.70572979e-02 -5.16081744e-02
-2.26760278e-02 -1.77178454e-01 8.59869602e-02 9.92973377e-03
3.68024522e-02 4.08715549e-03]
[ 2.53811233e-02 6.57010050e-02 2.42502881e-01 6.85618803e-02
-2.13109083e-01 -1.33619502e-01 1.17814372e-01 3.91714682e-02
-1.89797180e-01 1.01682004e-01]
[ 7.14003625e-02 3.30202248e-02 1.07152546e-01 5.94876004e-03
-2.35600683e-01 6.89439764e-02 6.34954170e-02 -2.70944328e-01
-1.86232452e-02 -9.02465318e-02]
[ -3.76761260e-03 1.11820021e-01 8.77110389e-02 -1.99077943e-02
-7.48456669e-02 1.77644238e-01 7.79076503e-02 1.19201982e-01
-1.34600751e-02 1.82097736e-01]
[ 2.18482189e-01 6.50619368e-02 2.73419219e-02 7.68557891e-02
4.58766276e-02 -2.22429659e-02 -1.61100226e-01 1.48090860e-01
-5.77760056e-02 -2.42248767e-02]
[ 4.69349738e-02 7.83886343e-03 1.87687737e-02 4.74994564e-02
-4.30899879e-01 -1.24710461e-01 -2.17819933e-01 4.15994663e-02
1.23822684e-01 1.98927105e-01]
[ 4.95447331e-02 5.13623899e-01 1.24093485e-01 4.21949016e-01
-1.14675017e+00 -3.05028116e-01 -6.02030265e-01 -7.18413243e-02
2.91763346e-01 3.34538650e-01]
[ 1.83633346e-01 5.11474179e-01 6.82588934e-02 4.32682204e-01
-9.34913235e-01 -8.60857772e-02 -4.51604815e-01 1.51580241e-01
2.15271167e-01 4.89238348e-01]
[ 2.56967966e-01 3.13961638e-01 2.47274692e-01 1.50636468e-01
-4.39354887e-01 7.94918414e-02 -2.22640321e-01 1.62838826e-01
2.41576661e-01 8.07659506e-02]
[ -7.12660304e-02 2.27189475e-01 2.42505275e-01 2.01241126e-02
-4.87764803e-02 1.29688928e-01 -1.07205831e-01 -1.49106936e-02
-3.00478818e-02 5.36734536e-02]
[ -9.71246335e-02 9.88182583e-05 2.54312775e-02 9.56707994e-02
-5.90398843e-02 1.15269817e-01 2.48065587e-01 2.02990507e-02
-2.73036616e-01 -9.10636506e-02]
[ -2.23787643e-01 -3.66412601e-02 -9.47156794e-02 -3.48464484e-01
1.94301703e-01 1.20748865e-01 1.13729331e-01 1.03115376e-01
-2.10511184e-01 2.80722465e-02]
[ 9.67289113e-03 -3.94351905e-01 -1.27688775e-01 -1.62263330e-01
3.73509093e-01 2.60490587e-02 1.87038924e-01 1.52426021e-01
-1.65934212e-01 -2.22930563e-01]
[ 1.22097717e-01 -2.32779662e-01 -1.51579463e-01 -1.74137152e-02
7.99076046e-02 -5.08855698e-02 7.86039864e-02 -1.52272989e-01
1.18070601e-01 -1.45471594e-01]
[ -1.16231705e-01 8.10278640e-02 2.63610078e-01 -7.22029328e-03
1.51566664e-01 8.10584897e-02 3.59142246e-02 -2.97530130e-01
-1.11664129e-01 -5.77064167e-02]
[ -3.53710987e-01 2.08337680e-02 1.15279237e-02 -3.47802962e-02
1.75373217e-01 -1.71250531e-01 1.81085288e-02 2.33883216e-01
-9.30042480e-02 6.65389913e-02]
[ 1.43450194e-01 2.15804941e-02 -2.35465082e-01 -8.63414800e-02
1.17652480e-01 -2.96610645e-01 6.97091687e-02 -1.67907110e-01
-1.48248490e-03 -1.91808173e-01]
[ 2.08062102e-01 -1.86957955e-01 6.25416637e-02 -2.73016523e-02
1.04972246e-01 -3.41520119e-02 4.13171634e-02 -1.37179875e-01
1.09630060e-01 -1.84941980e-01]
[ -1.06354875e-01 -7.16802668e-02 1.20951648e-01 1.07681109e-01
4.69437035e-02 -1.13265659e-01 2.58003599e-01 -7.79671883e-02
1.82678703e-01 -5.50513416e-03]
[ -7.55260817e-04 -1.70691882e-01 2.01595868e-01 -2.42714713e-01
-8.55503520e-02 1.15053588e-01 5.77312624e-02 -1.16701017e-01
2.70907695e-02 2.26273462e-01]]
[[ 0.6158602 ]
[ 1.61864843]
[ 0.26271775]
[ 0.8714538 ]
[-2.70210068]
[-0.25495645]
[-1.64099853]
[ 0.06198757]
[ 0.69594787]
[ 0.89528042]]
Progress: 34.7% ... Training loss: 0.279 ... Validation loss: 0.456[[ 1.62233293e-01 2.16427395e-01 -1.05810926e-01 1.09667315e-01
-5.39829028e-01 -7.14949495e-02 -6.31539484e-02 1.21859955e-01
-5.88541064e-02 1.86847304e-01]
[ 1.51754496e-02 1.54647732e-01 -1.89252759e-02 4.69657416e-02
8.16680532e-02 -7.04501726e-03 3.09046121e-01 4.13642711e-02
1.42644371e-01 -2.64660690e-02]
[ 1.81470184e-01 6.80666922e-01 8.59421947e-03 -4.34965381e-02
5.16310819e-01 -2.10998711e-02 -7.63958225e-01 -4.07569764e-02
4.93724320e-02 2.69590582e-01]
[ 1.79746538e-02 -3.35212721e-01 -2.12139443e-01 1.15881834e-01
-2.09574934e-02 1.43631143e-01 1.62325289e-01 6.02349610e-02
8.15489116e-02 2.27622916e-01]
[ -1.94046007e-02 1.00503290e-01 -1.49475610e-01 3.65718093e-02
1.33326871e-02 -1.80026887e-01 7.25791379e-02 -1.18720947e-01
-1.95691380e-01 -3.95724776e-02]
[ -3.81942801e-01 -6.01914797e-01 -2.95955497e-01 1.61100161e-01
9.33113226e-03 4.07849933e-02 2.94625132e-01 -3.76250162e-02
-1.79541948e-02 -1.25325408e-02]
[ -2.98964261e-03 -2.07303109e-01 9.97612600e-03 9.14419140e-02
-6.25847610e-03 -7.16123866e-02 1.73733024e-01 -1.90529704e-01
1.95221841e-01 3.28101477e-02]
[ 1.10660085e-01 -2.48643231e-01 3.35498620e-02 -7.23642612e-02
7.21727164e-02 -4.75472545e-02 7.80066304e-02 1.19478805e-01
7.88194330e-02 -2.66865358e-02]
[ -1.75522908e-01 -1.37644163e-01 -3.04060097e-01 -2.36387325e-02
-8.65602349e-04 6.97867330e-02 -1.49065069e-01 -2.91339376e-02
2.60348538e-01 -1.34271617e-01]
[ 5.35437267e-02 -3.84616119e-01 8.85370900e-02 2.88015923e-02
-3.97173039e-02 -1.17459619e-01 1.82065078e-01 -1.04196335e-01
1.97167981e-02 1.00448570e-01]
[ -8.60642053e-02 -5.42902245e-02 -1.78807808e-04 -1.47360684e-01
-9.11239019e-03 1.88074586e-02 1.84296190e-01 -1.03007526e-01
-1.50450031e-02 -1.28750450e-01]
[ -1.23115022e-01 -1.59874286e-01 -7.19640730e-02 -7.36695733e-03
3.88476284e-01 1.02724488e-01 1.17094132e-01 -1.65977103e-02
-1.74306699e-01 -2.19721367e-01]
[ -1.57316443e-01 3.89074964e-03 6.17400943e-02 2.12315502e-02
-1.71495447e-01 -2.19553248e-01 -1.77234405e-01 -1.97060357e-01
8.64911412e-02 1.73479054e-01]
[ -2.66280671e-01 -3.18404576e-01 1.01534142e-01 2.32335222e-01
-9.67730950e-02 -7.03740082e-02 6.01825047e-02 -2.59029193e-01
-2.54573048e-01 -6.42717868e-02]
[ 1.07093643e-01 -1.63756359e-01 -2.02782885e-02 1.23356599e-01
-4.00331213e-02 -8.89261685e-02 2.17285455e-01 3.49215259e-03
3.07573056e-02 9.89626751e-03]
[ 3.92859932e-02 -8.78171390e-02 -2.10125323e-01 1.54244747e-01
-5.65974523e-02 8.30253024e-02 -4.95044221e-02 -1.96290342e-02
-8.73029144e-02 -1.64962768e-03]
[ -1.11855742e-01 -5.26670762e-02 -1.98522576e-01 1.69369152e-01
-2.90056237e-02 1.30332580e-01 -1.22188721e-02 -2.49365685e-01
8.06380169e-02 -1.85208467e-01]
[ -6.83760208e-02 -3.98036965e-02 2.75638359e-01 9.96101555e-02
1.17315027e-01 -6.12781973e-02 -1.22447354e-01 1.20676517e-01
7.40871364e-02 3.49887079e-02]
[ 5.22844202e-02 -3.72885200e-02 8.59276462e-02 8.13948374e-02
7.06710526e-02 -1.51655984e-02 2.38461419e-01 1.19984673e-01
-3.33273776e-02 -6.95125903e-02]
[ 9.23043293e-03 -1.52795823e-01 -2.91655131e-01 -5.21039334e-02
1.66884825e-01 -9.18538306e-02 1.56827218e-01 1.63343936e-01
1.08175256e-01 -3.11548024e-02]
[ 4.90108310e-02 -1.78094034e-02 -1.16577819e-01 4.39773165e-02
-9.60928268e-02 3.21936788e-01 2.64503003e-01 2.04779734e-01
-1.60657688e-01 -6.17941603e-02]
[ 3.27751001e-03 -8.12238460e-03 1.23320925e-01 1.07779406e-01
-5.50320938e-03 1.04958093e-01 -1.23534145e-01 -4.14908710e-02
2.14651533e-01 7.98261857e-02]
[ 1.10214219e-01 7.58195213e-02 -4.55045497e-02 -9.84232618e-02
-9.65320285e-02 -3.30259154e-01 1.16122951e-01 8.61745931e-03
1.42847531e-01 8.95530089e-02]
[ -1.00232252e-01 -1.48956117e-02 -1.54494150e-02 2.31377956e-02
2.91376875e-03 -2.04093034e-01 -8.02252935e-02 -1.98887081e-02
1.66691869e-02 1.28117255e-01]
[ -1.53500949e-01 -1.04153800e-01 -2.00692012e-01 -1.35636544e-02
-2.65687814e-01 -1.67883852e-03 2.79340848e-02 -2.45553992e-02
-4.60575592e-03 5.01585715e-02]
[ -3.18132044e-02 -1.05810019e-01 -7.54334274e-02 -1.28715684e-01
5.35511674e-01 2.76397665e-01 5.76872479e-01 1.12893123e-01
-1.83123704e-01 -3.79413689e-01]
[ -1.74330332e-02 -4.00367556e-01 -3.06141800e-02 -7.42683249e-02
6.63017830e-01 1.01222257e-01 5.33483339e-01 9.13328530e-02
2.87523808e-02 -3.85801709e-01]
[ 9.77215581e-03 -4.58393361e-01 -4.38975152e-02 -1.08817534e-01
6.80065744e-01 2.38750817e-02 5.04554514e-01 4.85426890e-02
-3.65112418e-01 -2.20871920e-01]
[ -1.69892581e-01 -5.99245876e-01 -9.14193934e-03 -2.01986204e-01
7.65912762e-01 -9.11857197e-02 6.26607370e-01 -8.27806542e-02
-6.67235013e-02 8.50056569e-02]
[ -2.93830995e-01 -4.14282590e-01 5.59013018e-02 -4.66920131e-02
9.12200024e-01 1.41896634e-01 4.30781906e-01 4.76871295e-02
-8.81979720e-02 -1.35469951e-01]
[ -2.06693089e-01 -3.14701530e-01 2.51004773e-01 -2.44299371e-01
6.67437788e-01 -4.41015306e-02 6.98562327e-01 1.29467617e-02
-2.58175531e-01 -2.91535357e-02]
[ -1.28711117e-01 -2.23503501e-01 -1.80203517e-01 -9.88696122e-02
4.82596788e-01 -2.30850980e-01 1.77715359e-01 1.69130100e-01
-7.41603486e-03 -1.16490426e-01]
[ 1.05674667e-01 2.36411853e-01 1.61598810e-01 -9.92117996e-02
-6.01713509e-02 5.23359889e-02 -1.41162214e-01 2.82357848e-01
6.88637717e-02 1.71268084e-01]
[ 3.47159571e-01 3.22269914e-01 -8.38946581e-02 3.09308111e-01
-8.72211765e-01 -2.86541721e-01 -4.75184847e-01 1.76998064e-01
3.80669956e-01 -3.58638473e-02]
[ 4.54516863e-02 1.29258823e-01 2.52315415e-01 2.46826308e-01
-5.15070471e-02 -1.95322412e-01 -1.72996018e-01 -1.33169449e-01
-1.41592546e-01 -2.91999282e-01]
[ 2.42466480e-02 -6.26835778e-02 -1.18140712e-01 -5.32042036e-02
2.30424833e-01 4.01377425e-02 -7.62984633e-03 -1.84579948e-01
3.47699045e-02 2.08462217e-01]
[ 1.16901253e-03 -5.07528873e-02 -6.69835734e-02 -5.13484421e-02
-2.34856412e-02 -1.77249961e-01 8.54339788e-02 9.94399451e-03
3.70118303e-02 4.34433344e-03]
[ 2.55217613e-02 6.59136360e-02 2.42563222e-01 6.87518115e-02
-2.13479216e-01 -1.33673508e-01 1.17536235e-01 3.91844639e-02
-1.89656162e-01 1.01868549e-01]
[ 7.17099093e-02 3.39169238e-02 1.07319212e-01 6.43097951e-03
-2.37195580e-01 6.88057635e-02 6.23592950e-02 -2.70917696e-01
-1.82624003e-02 -8.97683173e-02]
[ -4.58696739e-03 1.09857914e-01 8.73578944e-02 -2.10935141e-02
-7.14203137e-02 1.77973884e-01 7.98501411e-02 1.19122807e-01
-1.43848060e-02 1.80844713e-01]
[ 2.19822518e-01 6.84382439e-02 2.79135285e-02 7.88356252e-02
4.02621375e-02 -2.28183860e-02 -1.64368569e-01 1.48227505e-01
-5.62268496e-02 -2.22395659e-02]
[ 4.63682411e-02 6.49330480e-03 1.85397235e-02 4.66781992e-02
-4.28592075e-01 -1.24489488e-01 -2.16608340e-01 4.15414804e-02
1.23173944e-01 1.98122490e-01]
[ 4.99384548e-02 5.14442240e-01 1.24257349e-01 4.22479447e-01
-1.14815235e+00 -3.05181410e-01 -6.02942298e-01 -7.18038659e-02
2.92192388e-01 3.35114312e-01]
[ 1.83217763e-01 5.10230259e-01 6.80863108e-02 4.32128404e-01
-9.34890763e-01 -8.59117478e-02 -4.50367315e-01 1.51540709e-01
2.14817939e-01 4.88520384e-01]
[ 2.56898100e-01 3.13986933e-01 2.47243188e-01 1.50516206e-01
-4.39065010e-01 7.95269413e-02 -2.22544494e-01 1.62830158e-01
2.41470398e-01 8.06612311e-02]
[ -7.13713530e-02 2.26891648e-01 2.42452811e-01 1.99748737e-02
-4.82750937e-02 1.29725335e-01 -1.06905353e-01 -1.49213009e-02
-3.01491941e-02 5.35736714e-02]
[ -9.72147566e-02 -9.42798483e-06 2.53895480e-02 9.55380991e-02
-5.87751212e-02 1.15310963e-01 2.48193636e-01 2.02890872e-02
-2.73139491e-01 -9.12120214e-02]
[ -2.23493432e-01 -3.58923170e-02 -9.45812643e-02 -3.48047524e-01
1.93120693e-01 1.20620944e-01 1.12952007e-01 1.03147069e-01
-2.10157015e-01 2.85339236e-02]
[ 1.00234087e-02 -3.93543088e-01 -1.27544571e-01 -1.61758234e-01
3.72192723e-01 2.59024861e-02 1.86079831e-01 1.52462859e-01
-1.65527593e-01 -2.22404851e-01]
[ 1.22680373e-01 -2.30805941e-01 -1.51266245e-01 -1.63659334e-02
7.63854342e-02 -5.11597051e-02 7.70409902e-02 -1.52214487e-01
1.18858907e-01 -1.44503982e-01]
[ -1.16084998e-01 8.14139590e-02 2.63650562e-01 -6.99490670e-03
1.50299105e-01 8.09909779e-02 3.55847764e-02 -2.97521070e-01
-1.11554911e-01 -5.74950594e-02]
[ -3.53715812e-01 2.06806277e-02 1.15437442e-02 -3.48159891e-02
1.75000297e-01 -1.71248939e-01 1.78649847e-02 2.33878043e-01
-9.29970464e-02 6.64882491e-02]
[ 1.42622381e-01 1.96682883e-02 -2.35811117e-01 -8.75853397e-02
1.20824560e-01 -2.96253515e-01 7.15381052e-02 -1.67989122e-01
-2.46196673e-03 -1.93112309e-01]
[ 2.07926205e-01 -1.87478176e-01 6.24799410e-02 -2.75098322e-02
1.05456313e-01 -3.41074351e-02 4.17875933e-02 -1.37190667e-01
1.09472353e-01 -1.85136381e-01]
[ -1.06363404e-01 -7.16885730e-02 1.20948601e-01 1.07670032e-01
4.69123572e-02 -1.13269364e-01 2.57865163e-01 -7.79674019e-02
1.82650060e-01 -5.57327758e-03]
[ -2.75404611e-04 -1.69846895e-01 2.01766175e-01 -2.42030897e-01
-8.79636351e-02 1.14852869e-01 5.64515173e-02 -1.16656985e-01
2.76835190e-02 2.27015580e-01]]
[[ 0.6170653 ]
[ 1.62100688]
[ 0.26443718]
[ 0.87098264]
[-2.6983768 ]
[-0.25381642]
[-1.64165846]
[ 0.06258999]
[ 0.69580453]
[ 0.89577938]]
Progress: 34.8% ... Training loss: 0.278 ... Validation loss: 0.455[[ 1.62747775e-01 2.17673294e-01 -1.05533154e-01 1.10612241e-01
-5.42800539e-01 -7.16303371e-02 -6.38834654e-02 1.21902907e-01
-5.81666818e-02 1.87629728e-01]
[ 1.53111701e-02 1.54971557e-01 -1.88598096e-02 4.71698737e-02
8.09615079e-02 -7.09460807e-03 3.08853370e-01 4.13788241e-02
1.42811581e-01 -2.62530652e-02]
[ 1.82201302e-01 6.83248997e-01 8.86514356e-03 -4.26968085e-02
5.14871935e-01 -2.12939169e-02 -7.66810179e-01 -4.06928196e-02
5.00950080e-02 2.70394178e-01]
[ 1.72253909e-02 -3.38479781e-01 -2.12430390e-01 1.15279358e-01
-1.83236181e-02 1.43777893e-01 1.65283871e-01 6.01788431e-02
8.09860934e-02 2.27116172e-01]
[ -1.79332407e-02 1.04726243e-01 -1.48945541e-01 3.85446600e-02
8.57895860e-03 -1.80479292e-01 6.88162539e-02 -1.18589967e-01
-1.94293323e-01 -3.76350516e-02]
[ -3.82389618e-01 -6.03230027e-01 -2.96097160e-01 1.60783268e-01
8.54249520e-03 4.09064823e-02 2.96433067e-01 -3.76606376e-02
-1.83009162e-02 -1.29352945e-02]
[ -2.09903967e-03 -2.04649393e-01 1.04022839e-02 9.29165924e-02
-9.99429707e-03 -7.19573034e-02 1.70973780e-01 -1.90439988e-01
1.96302069e-01 3.43532317e-02]
[ 1.10888219e-01 -2.48450938e-01 3.36193672e-02 -7.21114375e-02
7.05143439e-02 -4.76029912e-02 7.79793174e-02 1.19498687e-01
7.90743363e-02 -2.65467109e-02]
[ -1.75502888e-01 -1.37831498e-01 -3.04031139e-01 -2.35685407e-02
-1.29169317e-03 6.97637744e-02 -1.48770725e-01 -2.91300149e-02
2.60424851e-01 -1.34366393e-01]
[ 5.48257810e-02 -3.80539192e-01 8.91494777e-02 3.08867031e-02
-4.80959311e-02 -1.17949335e-01 1.78635389e-01 -1.04058903e-01
2.13509567e-02 1.02251805e-01]
[ -8.62616841e-02 -5.55006935e-02 -2.57653796e-04 -1.47663754e-01
-8.20998679e-03 1.88815353e-02 1.85442504e-01 -1.03032413e-01
-1.52009783e-02 -1.28985640e-01]
[ -1.23507657e-01 -1.61397301e-01 -7.21146560e-02 -7.66819720e-03
3.89343586e-01 1.02838004e-01 1.18693230e-01 -1.66323551e-02
-1.74720160e-01 -2.20104032e-01]
[ -1.57316443e-01 3.89074964e-03 6.17400943e-02 2.12315502e-02
-1.71495447e-01 -2.19553248e-01 -1.77234405e-01 -1.97060357e-01
8.64911412e-02 1.73479054e-01]
[ -2.66719204e-01 -3.19565029e-01 1.01373567e-01 2.31999966e-01
-9.71514180e-02 -7.02465265e-02 6.14627296e-02 -2.59064834e-01
-2.54986253e-01 -6.47047247e-02]
[ 1.07739078e-01 -1.62823227e-01 -1.99918090e-02 1.24319911e-01
-4.23177726e-02 -8.92176003e-02 2.16314702e-01 3.55983882e-03
3.15516664e-02 1.08891052e-02]
[ 3.89940829e-02 -8.82435470e-02 -2.10235434e-01 1.53778457e-01
-5.52957732e-02 8.31596864e-02 -4.89998367e-02 -1.96591457e-02
-8.76279657e-02 -2.03822166e-03]
[ -1.11353651e-01 -5.13649404e-02 -1.98310058e-01 1.70007595e-01
-3.05935304e-02 1.30163438e-01 -1.36641411e-02 -2.49321104e-01
8.11969825e-02 -1.84489295e-01]
[ -6.87037663e-02 -4.05878569e-02 2.75513402e-01 9.91580104e-02
1.18643275e-01 -6.11510496e-02 -1.21712465e-01 1.20643924e-01
7.37346427e-02 3.46026408e-02]
[ 5.29695957e-02 -3.52342839e-02 8.62576969e-02 8.26721237e-02
6.71007057e-02 -1.54629325e-02 2.36566570e-01 1.20061656e-01
-3.24642212e-02 -6.83082995e-02]
[ 9.45116270e-03 -1.52544119e-01 -2.91572087e-01 -5.18600377e-02
1.65175448e-01 -9.19080270e-02 1.56612356e-01 1.63362527e-01
1.08447252e-01 -3.11008959e-02]
[ 4.94933693e-02 -1.66586261e-02 -1.16390702e-01 4.46523622e-02
-9.78881790e-02 3.21739846e-01 2.63428808e-01 2.04828147e-01
-1.60153042e-01 -6.10970058e-02]
[ 2.93666819e-03 -9.03976748e-03 1.23172569e-01 1.07262711e-01
-3.96870419e-03 1.05108347e-01 -1.22635340e-01 -4.15272846e-02
2.14249407e-01 7.93654445e-02]
[ 1.10607911e-01 7.67978311e-02 -4.53313778e-02 -9.78501282e-02
-9.84536038e-02 -3.30419503e-01 1.15229430e-01 8.65618481e-03
1.43338914e-01 9.00289542e-02]
[ -1.00979680e-01 -1.68557857e-02 -1.57427213e-02 2.21039343e-02
5.91658931e-03 -2.03802428e-01 -7.81445220e-02 -1.99618067e-02
1.58378610e-02 1.27030398e-01]
[ -1.53592210e-01 -1.04232073e-01 -2.00744129e-01 -1.36497217e-02
-2.66216456e-01 -1.64143972e-03 2.82439804e-02 -2.45646223e-02
-4.70133746e-03 4.99558409e-02]
[ -3.16334379e-02 -1.05308231e-01 -7.53595583e-02 -1.28436204e-01
5.34799096e-01 2.76315990e-01 5.76319122e-01 1.12912699e-01
-1.82904530e-01 -3.79132619e-01]
[ -1.74060617e-02 -4.00454833e-01 -3.05852341e-02 -7.41795954e-02
6.62647331e-01 1.01194080e-01 5.33530155e-01 9.13396098e-02
2.88253388e-02 -3.85730869e-01]
[ 9.75603087e-03 -4.58381812e-01 -4.39042301e-02 -1.08839357e-01
6.80127332e-01 2.38828666e-02 5.04557392e-01 4.85408304e-02
-3.65133223e-01 -2.20898045e-01]
[ -1.70214066e-01 -5.99961482e-01 -9.27409177e-03 -2.02433288e-01
7.67275537e-01 -9.10550138e-02 6.27420633e-01 -8.28135949e-02
-6.70520941e-02 8.45711276e-02]
[ -2.93575766e-01 -4.13930078e-01 5.60195667e-02 -4.62798037e-02
9.11076426e-01 1.41775527e-01 4.30238299e-01 4.77164607e-02
-8.78618540e-02 -1.35037655e-01]
[ -2.06568331e-01 -3.14423384e-01 2.51060217e-01 -2.44118990e-01
6.66949758e-01 -4.41530809e-02 6.98328103e-01 1.29593880e-02
-2.58037473e-01 -2.89587891e-02]
[ -1.28592046e-01 -2.23427040e-01 -1.80151948e-01 -9.86370878e-02
4.81831854e-01 -2.30918917e-01 1.77594010e-01 1.69145186e-01
-7.21913355e-03 -1.16251716e-01]
[ 1.05319285e-01 2.35873810e-01 1.61459523e-01 -9.96929336e-02
-5.90468223e-02 5.24771078e-02 -1.40422368e-01 2.82325268e-01
6.85391460e-02 1.70795226e-01]
[ 3.46222094e-01 3.20130151e-01 -8.42993818e-02 3.07988885e-01
-8.69557499e-01 -2.86151467e-01 -4.72694871e-01 1.76899265e-01
3.79589850e-01 -3.72302690e-02]
[ 4.55568980e-02 1.29536303e-01 2.52358191e-01 2.46968353e-01
-5.19460877e-02 -1.95364169e-01 -1.73276680e-01 -1.33159961e-01
-1.41475409e-01 -2.91849388e-01]
[ 2.46418303e-02 -6.18189317e-02 -1.17982376e-01 -5.26443927e-02
2.28710932e-01 3.99799231e-02 -8.55670513e-03 -1.84541607e-01
3.51930123e-02 2.08942440e-01]
[ 1.32549626e-03 -5.06127538e-02 -6.69122101e-02 -5.11076864e-02
-2.39760290e-02 -1.77334159e-01 8.51838861e-02 9.96229865e-03
3.72117324e-02 4.58297523e-03]
[ 2.53918537e-02 6.56489668e-02 2.42511866e-01 6.85676291e-02
-2.12962433e-01 -1.33616393e-01 1.17879035e-01 3.91711765e-02
-1.89797347e-01 1.01684108e-01]
[ 7.18611219e-02 3.40433270e-02 1.07372006e-01 6.64314228e-03
-2.37445432e-01 6.87250280e-02 6.22809995e-02 -2.70902089e-01
-1.81045890e-02 -8.95730474e-02]
[ -4.92487791e-03 1.09131225e-01 8.72149136e-02 -2.16013484e-02
-6.97863584e-02 1.78119515e-01 8.05956271e-02 1.19086755e-01
-1.47899683e-02 1.80381512e-01]
[ 2.20356940e-01 6.96123685e-02 2.81451041e-02 7.95875336e-02
3.80706307e-02 -2.30221456e-02 -1.65715276e-01 1.48280160e-01
-5.56236489e-02 -2.15054467e-02]
[ 4.66708108e-02 7.38638653e-03 1.86760499e-02 4.71152282e-02
-4.29972141e-01 -1.24597408e-01 -2.17494037e-01 4.15719943e-02
1.23535940e-01 1.98551747e-01]
[ 4.92155213e-02 5.13071345e-01 1.23974257e-01 4.21449020e-01
-1.14575791e+00 -3.04858705e-01 -6.01088385e-01 -7.18815760e-02
2.91412416e-01 3.34022934e-01]
[ 1.83511438e-01 5.10760479e-01 6.82369425e-02 4.32848095e-01
-9.37695669e-01 -8.60026126e-02 -4.50717396e-01 1.51574397e-01
2.15188740e-01 4.88999167e-01]
[ 2.57327989e-01 3.15120090e-01 2.47420502e-01 1.51070802e-01
-4.40762444e-01 7.93428534e-02 -2.23708574e-01 1.62870889e-01
2.41920735e-01 8.12789365e-02]
[ -7.16953563e-02 2.26121488e-01 2.42318117e-01 1.95206670e-02
-4.71679605e-02 1.29859822e-01 -1.06053144e-01 -1.49547652e-02
-3.05233657e-02 5.30929798e-02]
[ -9.69854913e-02 4.70316483e-04 2.54811922e-02 9.58709064e-02
-5.96545129e-02 1.15213480e-01 2.47703223e-01 2.03128151e-02
-2.72905427e-01 -9.08699091e-02]
[ -2.23271663e-01 -3.52471373e-02 -9.44867368e-02 -3.47747722e-01
1.92352806e-01 1.20530325e-01 1.12295592e-01 1.03170242e-01
-2.09907844e-01 2.88532140e-02]
[ 1.03350959e-02 -3.93071168e-01 -1.27401994e-01 -1.61275447e-01
3.70802345e-01 2.57602536e-02 1.85390206e-01 1.52497846e-01
-1.65138987e-01 -2.21902786e-01]
[ 1.22888853e-01 -2.29448804e-01 -1.51193035e-01 -1.58349727e-02
7.29276747e-02 -5.12726255e-02 7.64212980e-02 -1.52189875e-01
1.19178322e-01 -1.44179716e-01]
[ -1.16265936e-01 8.08491358e-02 2.63580280e-01 -7.28664785e-03
1.51389576e-01 8.10647064e-02 3.61364659e-02 -2.97538745e-01
-1.11766434e-01 -5.77489436e-02]
[ -3.52741060e-01 2.22701583e-02 1.20049327e-02 -3.33072141e-02
1.70333038e-01 -1.71666410e-01 1.60605421e-02 2.33982872e-01
-9.17655001e-02 6.78196985e-02]
[ 1.43065785e-01 2.09715143e-02 -2.35596673e-01 -8.68940668e-02
1.18664008e-01 -2.96452245e-01 7.03446242e-02 -1.67940850e-01
-1.94777466e-03 -1.92484914e-01]
[ 2.08041705e-01 -1.87375314e-01 6.25396673e-02 -2.72952525e-02
1.04900810e-01 -3.41632679e-02 4.16779663e-02 -1.37173256e-01
1.09669760e-01 -1.84914133e-01]
[ -1.06778814e-01 -7.25525595e-02 1.20782958e-01 1.07161192e-01
4.88837788e-02 -1.13047923e-01 2.58837826e-01 -7.80184122e-02
1.82167680e-01 -6.06643648e-03]
[ -7.29251815e-04 -1.71427397e-01 2.01576490e-01 -2.42695104e-01
-8.67933763e-02 1.15040532e-01 5.79701288e-02 -1.16705526e-01
2.71795839e-02 2.26442644e-01]]
[[ 0.62056263]
[ 1.62405333]
[ 0.26635676]
[ 0.87331123]
[-2.69317102]
[-0.25158085]
[-1.63732372]
[ 0.06552 ]
[ 0.69755395]
[ 0.8979197 ]]
Progress: 34.8% ... Training loss: 0.277 ... Validation loss: 0.454[[ 1.61835771e-01 2.16112268e-01 -1.05954229e-01 1.09334665e-01
-5.41794342e-01 -7.12477389e-02 -6.20841679e-02 1.21806509e-01
-5.92958222e-02 1.86264906e-01]
[ 1.49105386e-02 1.54460783e-01 -1.89998065e-02 4.66294714e-02
8.27191005e-02 -6.94997099e-03 3.09437484e-01 4.13404502e-02
1.42388558e-01 -2.67813970e-02]
[ 1.80542207e-01 6.81210715e-01 8.12888277e-03 -4.53924296e-02
5.25598992e-01 -2.06198381e-02 -7.64802525e-01 -4.08790825e-02
4.80650509e-02 2.68453904e-01]
[ 2.01655624e-02 -3.33166915e-01 -2.11268624e-01 1.19210907e-01
-2.72180385e-02 1.42751071e-01 1.59736365e-01 6.04698427e-02
8.44556672e-02 2.31169248e-01]
[ -2.03890533e-02 9.99441519e-02 -1.50014659e-01 3.50716200e-02
1.76308998e-02 -1.79553356e-01 7.37137036e-02 -1.18841908e-01
-1.97286520e-01 -4.11372701e-02]
[ -3.83087959e-01 -6.05411413e-01 -2.96422110e-01 1.59898279e-01
7.73563351e-03 4.11695995e-02 2.98437519e-01 -3.77337689e-02
-1.91185589e-02 -1.40525817e-02]
[ -1.22561768e-03 -2.02139567e-01 1.08262036e-02 9.41703687e-02
-1.33781518e-02 -7.23275923e-02 1.68558392e-01 -1.90333877e-01
1.97314760e-01 3.56125689e-02]
[ 1.08084424e-01 -2.54964089e-01 3.23204663e-02 -7.63602583e-02
8.23701849e-02 -4.64471720e-02 8.46150625e-02 1.19181712e-01
7.58987004e-02 -3.04383517e-02]
[ -1.76045157e-01 -1.39098529e-01 -3.04246275e-01 -2.43359420e-02
6.06760795e-04 6.99919801e-02 -1.47071438e-01 -2.91849261e-02
2.59891149e-01 -1.35180690e-01]
[ 5.08744005e-02 -3.89620381e-01 8.73905857e-02 2.50590011e-02
-3.43868644e-02 -1.16350162e-01 1.88362503e-01 -1.04489061e-01
1.69688883e-02 9.66199891e-02]
[ -8.54484549e-02 -5.36470771e-02 9.95964616e-05 -1.46429503e-01
-1.26842272e-02 1.85450067e-02 1.83320151e-01 -1.02936696e-01
-1.42675557e-02 -1.27884757e-01]
[ -1.23540490e-01 -1.61621470e-01 -7.21280825e-02 -7.72218198e-03
3.89672339e-01 1.02852213e-01 1.19012564e-01 -1.66368216e-02
-1.74785804e-01 -2.20136988e-01]
[ -1.57316443e-01 3.89074964e-03 6.17400943e-02 2.12315502e-02
-1.71495447e-01 -2.19553248e-01 -1.77234405e-01 -1.97060357e-01
8.64911412e-02 1.73479054e-01]
[ -2.66996501e-01 -3.20329353e-01 1.01253946e-01 2.31630617e-01
-9.71071122e-02 -7.01268768e-02 6.22465449e-02 -2.59096044e-01
-2.55326263e-01 -6.51358430e-02]
[ 1.07096936e-01 -1.64558512e-01 -2.02481003e-02 1.23538546e-01
-4.17477585e-02 -8.89978455e-02 2.17914586e-01 3.49608636e-03
3.08605568e-02 1.00130476e-02]
[ 3.95139350e-02 -8.74210646e-02 -2.10018793e-01 1.54533810e-01
-5.77890837e-02 8.29371476e-02 -5.00858674e-02 -1.96014228e-02
-8.70306632e-02 -1.35362592e-03]
[ -1.11340093e-01 -5.15951958e-02 -1.98310453e-01 1.70014755e-01
-3.07272951e-02 1.30167803e-01 -1.35100761e-02 -2.49313941e-01
8.12000130e-02 -1.84493181e-01]
[ -6.84562115e-02 -3.94313350e-02 2.75665243e-01 9.95764529e-02
1.17355019e-01 -6.12790807e-02 -1.22749483e-01 1.20677994e-01
7.40578418e-02 3.49739094e-02]
[ 5.34908288e-02 -3.40479276e-02 8.64706720e-02 8.33383584e-02
6.58655809e-02 -1.56775590e-02 2.35291125e-01 1.20112397e-01
-3.19061345e-02 -6.75760492e-02]
[ 8.79128124e-03 -1.53532383e-01 -2.91882709e-01 -5.28839589e-02
1.67602836e-01 -9.16460255e-02 1.57414252e-01 1.63284083e-01
1.07639833e-01 -3.19299096e-02]
[ 4.86708371e-02 -1.87977744e-02 -1.16770690e-01 4.34153776e-02
-9.43514167e-02 3.22089749e-01 2.65621702e-01 2.04738358e-01
-1.61098998e-01 -6.22727530e-02]
[ 1.84127823e-03 -1.17318845e-02 1.22662214e-01 1.05611577e-01
8.91060742e-04 1.05580905e-01 -1.19555340e-01 -4.16497706e-02
2.13094110e-01 7.78130828e-02]
[ 1.10121300e-01 7.56876086e-02 -4.55277314e-02 -9.85341436e-02
-9.70369949e-02 -3.30221477e-01 1.16661276e-01 8.60710501e-03
1.42871593e-01 8.93061060e-02]
[ -1.00944623e-01 -1.67308235e-02 -1.57238121e-02 2.21433746e-02
5.98083075e-03 -2.03808826e-01 -7.81841627e-02 -1.99582268e-02
1.58645015e-02 1.27071706e-01]
[ -1.54116595e-01 -1.05314520e-01 -2.00985937e-01 -1.44370186e-02
-2.64421507e-01 -1.41925131e-03 2.95618115e-02 -2.46220447e-02
-5.31677446e-03 4.91535638e-02]
[ -3.16523264e-02 -1.05504010e-01 -7.53699357e-02 -1.28458878e-01
5.34791298e-01 2.76322310e-01 5.76512025e-01 1.12912280e-01
-1.82923753e-01 -3.79168930e-01]
[ -1.76143454e-02 -4.01554480e-01 -3.06735633e-02 -7.44670473e-02
6.63230358e-01 1.01254035e-01 5.34552444e-01 9.13185657e-02
2.86148618e-02 -3.86076060e-01]
[ 9.98163532e-03 -4.58222023e-01 -4.38030705e-02 -1.08502008e-01
6.79309135e-01 2.37870913e-02 5.04314095e-01 4.85658899e-02
-3.64863088e-01 -2.20579666e-01]
[ -1.70044343e-01 -5.99835231e-01 -9.20368104e-03 -2.02184073e-01
7.66670146e-01 -9.11256750e-02 6.27190355e-01 -8.27960834e-02
-6.68665001e-02 8.48403424e-02]
[ -2.93632474e-01 -4.14264512e-01 5.60142657e-02 -4.63235084e-02
9.11255900e-01 1.41790865e-01 4.30615481e-01 4.77132810e-02
-8.78801815e-02 -1.35097989e-01]
[ -2.06661225e-01 -3.14692067e-01 2.51019466e-01 -2.44251443e-01
6.67354340e-01 -4.41231732e-02 6.98559153e-01 1.29490127e-02
-2.58143096e-01 -2.91001378e-02]
[ -1.28814232e-01 -2.23701576e-01 -1.80255755e-01 -9.89896678e-02
4.82824047e-01 -2.30816484e-01 1.77952979e-01 1.69118166e-01
-7.50846858e-03 -1.16589457e-01]
[ 1.05131786e-01 2.36096984e-01 1.61363950e-01 -9.99581991e-02
-5.89971059e-02 5.25571281e-02 -1.40475058e-01 2.82305013e-01
6.83616761e-02 1.70545476e-01]
[ 3.45456402e-01 3.18086101e-01 -8.46888135e-02 3.06676117e-01
-8.65888401e-01 -2.85770331e-01 -4.70484107e-01 1.76803715e-01
3.78846846e-01 -3.83343229e-02]
[ 4.54402401e-02 1.29297989e-01 2.52306735e-01 2.46787169e-01
-5.16005408e-02 -1.95321547e-01 -1.73031390e-01 -1.33171242e-01
-1.41598287e-01 -2.92030228e-01]
[ 2.45838890e-02 -6.21177918e-02 -1.18011463e-01 -5.27096604e-02
2.28876182e-01 4.00051418e-02 -8.46680224e-03 -1.84543532e-01
3.51292381e-02 2.08815353e-01]
[ 9.76505337e-04 -5.15437304e-02 -6.70695700e-02 -5.16323565e-02
-2.23854765e-02 -1.77187708e-01 8.61201388e-02 9.92313366e-03
3.68002782e-02 4.04209479e-03]
[ 2.48804016e-02 6.44987143e-02 2.42296464e-01 6.78179430e-02
-2.11248367e-01 -1.33423748e-01 1.18991031e-01 3.91156012e-02
-1.90387111e-01 1.00964857e-01]
[ 7.17108151e-02 3.37487210e-02 1.07303942e-01 6.40684397e-03
-2.36711080e-01 6.87914295e-02 6.26919030e-02 -2.70919765e-01
-1.82906403e-02 -8.98166168e-02]
[ -4.39235088e-03 1.10564132e-01 8.74319429e-02 -2.08869260e-02
-7.21329077e-02 1.77918586e-01 7.92961514e-02 1.19144089e-01
-1.42494084e-02 1.81052597e-01]
[ 2.20520077e-01 7.00993381e-02 2.82255625e-02 7.98582282e-02
3.72985468e-02 -2.31008583e-02 -1.66053945e-01 1.48301035e-01
-5.54129325e-02 -2.12664486e-02]
[ 4.65669240e-02 7.26487284e-03 1.86226931e-02 4.69518472e-02
-4.29807463e-01 -1.24557186e-01 -2.17114852e-01 4.15609139e-02
1.23329478e-01 1.98375938e-01]
[ 4.84322571e-02 5.11821664e-01 1.23666584e-01 4.20378797e-01
-1.14338769e+00 -3.04554951e-01 -5.99670300e-01 -7.19621149e-02
2.90516057e-01 3.32883497e-01]
[ 1.82359040e-01 5.08259953e-01 6.77363170e-02 4.31229175e-01
-9.34224293e-01 -8.55384820e-02 -4.48465798e-01 1.51447595e-01
2.13862133e-01 4.87522193e-01]
[ 2.57442651e-01 3.15526228e-01 2.47496974e-01 1.51329488e-01
-4.41538230e-01 7.92657702e-02 -2.24057800e-01 1.62891147e-01
2.42130873e-01 8.15442671e-02]
[ -7.17007815e-02 2.26099909e-01 2.42316736e-01 1.95143122e-02
-4.70793722e-02 1.29864083e-01 -1.06007461e-01 -1.49555327e-02
-3.05269766e-02 5.30933053e-02]
[ -9.68600944e-02 7.14543068e-04 2.55269902e-02 9.60484057e-02
-6.02230047e-02 1.15159681e-01 2.47458653e-01 2.03267042e-02
-2.72771997e-01 -9.06895893e-02]
[ -2.23116411e-01 -3.48410168e-02 -9.44192550e-02 -3.47531447e-01
1.91804768e-01 1.20467008e-01 1.11893997e-01 1.03187071e-01
-2.09728387e-01 2.90738323e-02]
[ 1.04602868e-02 -3.92985047e-01 -1.27357898e-01 -1.61114142e-01
3.70285542e-01 2.57165664e-02 1.85192047e-01 1.52509837e-01
-1.65012888e-01 -2.21752366e-01]
[ 1.23236211e-01 -2.28497729e-01 -1.51057061e-01 -1.53033113e-02
7.02132558e-02 -5.14114219e-02 7.55339625e-02 -1.52154581e-01
1.19571901e-01 -1.43741213e-01]
[ -1.17678618e-01 7.77499979e-02 2.63009049e-01 -9.27469820e-03
1.57191414e-01 8.16139213e-02 3.93538867e-02 -2.97676429e-01
-1.13337014e-01 -5.97683421e-02]
[ -3.52861958e-01 2.23251479e-02 1.19604571e-02 -3.35502996e-02
1.71240556e-01 -1.71615860e-01 1.61401170e-02 2.33967455e-01
-9.19500919e-02 6.76365623e-02]
[ 1.43406272e-01 2.17803215e-02 -2.35433707e-01 -8.63829217e-02
1.17425274e-01 -2.96627631e-01 6.94998400e-02 -1.67901399e-01
-1.51483837e-03 -1.92024045e-01]
[ 2.08051278e-01 -1.87855968e-01 6.25318126e-02 -2.73250398e-02
1.05018068e-01 -3.41711359e-02 4.19384547e-02 -1.37173793e-01
1.09652331e-01 -1.84925180e-01]
[ -1.06514102e-01 -7.20882520e-02 1.20912227e-01 1.07571194e-01
4.72803994e-02 -1.13169021e-01 2.58431027e-01 -7.79869938e-02
1.82446580e-01 -5.68676491e-03]
[ -3.32878626e-03 -1.77578526e-01 2.00356774e-01 -2.46534425e-01
-7.84998796e-02 1.16160769e-01 6.44756596e-02 -1.16996958e-01
2.43324796e-02 2.22813294e-01]]
[[ 0.60827503]
[ 1.61266606]
[ 0.25361749]
[ 0.86177049]
[-2.70079792]
[-0.25969837]
[-1.64610389]
[ 0.05550685]
[ 0.68586569]
[ 0.8843573 ]]
Progress: 34.9% ... Training loss: 0.283 ... Validation loss: 0.461[[ 1.60728222e-01 2.13956235e-01 -1.06390206e-01 1.07864302e-01
-5.38635328e-01 -7.07281344e-02 -5.93492689e-02 1.21718696e-01
-6.04018055e-02 1.84728258e-01]
[ 1.53400554e-02 1.55521917e-01 -1.88169481e-02 4.72510000e-02
8.11924205e-02 -7.12154864e-03 3.08429357e-01 4.13786241e-02
1.42869139e-01 -2.61655091e-02]
[ 1.84794880e-01 6.91410227e-01 1.00021725e-02 -3.89424862e-02
5.08662342e-01 -2.24636178e-02 -7.74591212e-01 -4.04547337e-02
5.32438312e-02 2.75141308e-01]
[ 1.79295481e-02 -3.38259845e-01 -2.12131467e-01 1.16128554e-01
-1.56082996e-02 1.43718899e-01 1.65057573e-01 6.02409178e-02
8.17498557e-02 2.27984860e-01]
[ -2.02026114e-02 1.01466589e-01 -1.49816233e-01 3.57806745e-02
1.36574312e-02 -1.79744345e-01 7.26374354e-02 -1.18813947e-01
-1.96888165e-01 -4.08934781e-02]
[ -3.83387309e-01 -6.06007543e-01 -2.96517337e-01 1.59591847e-01
7.15305935e-03 4.12519212e-02 2.98961088e-01 -3.77580236e-02
-1.94506617e-02 -1.45611567e-02]
[ -1.04501666e-03 -2.02238445e-01 1.08861317e-02 9.43621241e-02
-1.34778300e-02 -7.23366785e-02 1.68478788e-01 -1.90322816e-01
1.97550027e-01 3.57747505e-02]
[ 1.08820639e-01 -2.53204110e-01 3.27414732e-02 -7.49583002e-02
7.88049111e-02 -4.68066011e-02 8.31530845e-02 1.19274684e-01
7.69736453e-02 -2.89669044e-02]
[ -1.75254448e-01 -1.37417877e-01 -3.03911768e-01 -2.32107723e-02
-2.45394719e-03 6.96633057e-02 -1.48748870e-01 -2.91117513e-02
2.60777242e-01 -1.34074253e-01]
[ 5.23037442e-02 -3.86668684e-01 8.80876021e-02 2.73840916e-02
-4.18402382e-02 -1.16972316e-01 1.85247217e-01 -1.04335338e-01
1.88976191e-02 9.88937935e-02]
[ -8.53034372e-02 -5.36362297e-02 1.50504717e-04 -1.46235593e-01
-1.35198561e-02 1.84755570e-02 1.83322929e-01 -1.02921799e-01
-1.41212109e-02 -1.27702690e-01]
[ -1.23706675e-01 -1.61838392e-01 -7.21557910e-02 -7.82872976e-03
3.90653107e-01 1.02928948e-01 1.19429627e-01 -1.66524878e-02
-1.74996677e-01 -2.20361368e-01]
[ -1.57316443e-01 3.89074964e-03 6.17400943e-02 2.12315502e-02
-1.71495447e-01 -2.19553248e-01 -1.77234405e-01 -1.97060357e-01
8.64911412e-02 1.73479054e-01]
[ -2.67434569e-01 -3.20874292e-01 1.01059500e-01 2.30961754e-01
-9.60209120e-02 -6.99194821e-02 6.29776354e-02 -2.59140168e-01
-2.55860538e-01 -6.58414411e-02]
[ 1.06764932e-01 -1.65666052e-01 -2.03793351e-02 1.23099937e-01
-4.09818450e-02 -8.89140857e-02 2.18958711e-01 3.47211962e-03
3.05292103e-02 9.49734838e-03]
[ 3.92890430e-02 -8.77857479e-02 -2.10069626e-01 1.54323538e-01
-5.72012519e-02 8.30345657e-02 -4.96691950e-02 -1.96224932e-02
-8.72861735e-02 -1.66494383e-03]
[ -1.11667196e-01 -5.24283414e-02 -1.98447319e-01 1.69555023e-01
-2.94188412e-02 1.30308531e-01 -1.26613775e-02 -2.49350643e-01
8.08638979e-02 -1.84962008e-01]
[ -6.84893024e-02 -3.98262519e-02 2.75632114e-01 9.94794212e-02
1.18000457e-01 -6.12247474e-02 -1.22511500e-01 1.20673305e-01
7.40123000e-02 3.49229368e-02]
[ 5.45427258e-02 -3.15783845e-02 8.69331338e-02 8.48803137e-02
6.14950561e-02 -1.61044770e-02 2.32882444e-01 1.20215894e-01
-3.06848067e-02 -6.60799274e-02]
[ 9.76263551e-03 -1.50931736e-01 -2.91406959e-01 -5.12450110e-02
1.63251776e-01 -9.20799611e-02 1.55063529e-01 1.63389043e-01
1.08852043e-01 -3.02744588e-02]
[ 4.89382804e-02 -1.80466496e-02 -1.16623117e-01 4.39167880e-02
-9.60085298e-02 3.21930989e-01 2.64746296e-01 2.04771824e-01
-1.60687747e-01 -6.18103838e-02]
[ 1.04113764e-03 -1.41295769e-02 1.22316943e-01 1.04387953e-01
4.73855537e-03 1.05939838e-01 -1.16941183e-01 -4.17254480e-02
2.12182354e-01 7.66417439e-02]
[ 1.10267917e-01 7.60243865e-02 -4.54706341e-02 -9.83346565e-02
-9.76925918e-02 -3.30284443e-01 1.16415408e-01 8.62050662e-03
1.43046318e-01 8.95170745e-02]
[ -1.00637359e-01 -1.59127384e-02 -1.55879850e-02 2.26007801e-02
4.59152910e-03 -2.03927392e-01 -7.89262796e-02 -1.99305951e-02
1.62455528e-02 1.27528517e-01]
[ -1.53297697e-01 -1.03902159e-01 -2.00652651e-01 -1.32656415e-02
-2.67547477e-01 -1.77554111e-03 2.75964322e-02 -2.45458166e-02
-4.43859273e-03 5.03270854e-02]
[ -3.17222374e-02 -1.05845395e-01 -7.54031758e-02 -1.28582580e-01
5.35221740e-01 2.76354170e-01 5.76791660e-01 1.12905743e-01
-1.83023747e-01 -3.79325117e-01]
[ -1.78405515e-02 -4.02052306e-01 -3.07669649e-02 -7.47836342e-02
6.64232221e-01 1.01351811e-01 5.35198563e-01 9.12981641e-02
2.83708017e-02 -3.86429014e-01]
[ 1.00686260e-02 -4.58097372e-01 -4.37677958e-02 -1.08381654e-01
6.79205436e-01 2.37540825e-02 5.04151257e-01 4.85733299e-02
-3.64774813e-01 -2.20447805e-01]
[ -1.69983655e-01 -5.99840215e-01 -9.18026154e-03 -2.02104727e-01
7.66606011e-01 -9.11465288e-02 6.27065479e-01 -8.27911330e-02
-6.68186997e-02 8.49257202e-02]
[ -2.93771944e-01 -4.14702788e-01 5.59680206e-02 -4.64998487e-02
9.11665622e-01 1.41841063e-01 4.31068016e-01 4.77011934e-02
-8.80106617e-02 -1.35236150e-01]
[ -2.06712899e-01 -3.14933156e-01 2.51010810e-01 -2.44294857e-01
6.67596759e-01 -4.41149486e-02 6.98712638e-01 1.29468955e-02
-2.58177629e-01 -2.91436128e-02]
[ -1.28625015e-01 -2.23460276e-01 -1.80173325e-01 -9.86892045e-02
4.81914595e-01 -2.30908027e-01 1.77629927e-01 1.69138135e-01
-7.25675932e-03 -1.16269933e-01]
[ 1.04065624e-01 2.33096560e-01 1.60902203e-01 -1.01495713e-01
-5.42957727e-02 5.30259927e-02 -1.37308257e-01 2.82205823e-01
6.72143895e-02 1.69043904e-01]
[ 3.46364035e-01 3.20514854e-01 -8.42343137e-02 3.08218860e-01
-8.70310096e-01 -2.86177618e-01 -4.72902625e-01 1.76904040e-01
3.79983763e-01 -3.67444152e-02]
[ 4.56564596e-02 1.29764270e-01 2.52405712e-01 2.47104326e-01
-5.25603097e-02 -1.95411734e-01 -1.73536302e-01 -1.33151145e-01
-1.41343399e-01 -2.91744143e-01]
[ 2.45838890e-02 -6.21177918e-02 -1.18011463e-01 -5.27096604e-02
2.28876182e-01 4.00051418e-02 -8.46680224e-03 -1.84543532e-01
3.51292381e-02 2.08815353e-01]
[ 8.42378250e-04 -5.17794128e-02 -6.71399433e-02 -5.18881671e-02
-2.17689269e-02 -1.77121988e-01 8.64109121e-02 9.90688639e-03
3.65794795e-02 3.75790101e-03]
[ 2.45199381e-02 6.36649333e-02 2.42137096e-01 6.73108876e-02
-2.09704334e-01 -1.33267554e-01 1.19808636e-01 3.90827717e-02
-1.90803711e-01 1.00462796e-01]
[ 7.23087862e-02 3.53472371e-02 1.07558491e-01 7.26499473e-03
-2.39342560e-01 6.85460490e-02 6.11712236e-02 -2.70876226e-01
-1.76076548e-02 -8.89418418e-02]
[ -3.36734086e-03 1.13200812e-01 8.78562803e-02 -1.94231836e-02
-7.63356416e-02 1.77467841e-01 7.66908421e-02 1.19239589e-01
-1.30765078e-02 1.82514255e-01]
[ 2.20927683e-01 7.08059859e-02 2.83965363e-02 8.04442140e-02
3.58008305e-02 -2.32685093e-02 -1.66944041e-01 1.48340052e-01
-5.49415219e-02 -2.06586841e-02]
[ 4.67216199e-02 7.74464362e-03 1.86853963e-02 4.71420634e-02
-4.30375051e-01 -1.24603766e-01 -2.17392910e-01 4.15755297e-02
1.23487621e-01 1.98559702e-01]
[ 4.88672308e-02 5.12143210e-01 1.23828510e-01 4.20957142e-01
-1.14530706e+00 -3.04734903e-01 -6.00024029e-01 -7.19160779e-02
2.90988902e-01 3.33359326e-01]
[ 1.81893397e-01 5.07422334e-01 6.75812828e-02 4.30658665e-01
-9.32644814e-01 -8.53385407e-02 -4.47410553e-01 1.51404326e-01
2.13350414e-01 4.86858857e-01]
[ 2.57952034e-01 3.17187612e-01 2.47762319e-01 1.52237417e-01
-4.44813315e-01 7.89982237e-02 -2.25786377e-01 1.62948995e-01
2.42855031e-01 8.24022700e-02]
[ -7.23190053e-02 2.24678607e-01 2.42056649e-01 1.86063381e-02
-4.44988782e-02 1.30142033e-01 -1.04579771e-01 -1.50122990e-02
-3.12457040e-02 5.21920824e-02]
[ -9.70355940e-02 4.46125732e-04 2.54488102e-02 9.57752809e-02
-5.94122992e-02 1.15243275e-01 2.47755547e-01 2.03086522e-02
-2.72990966e-01 -9.09662735e-02]
[ -2.23123980e-01 -3.48252314e-02 -9.44182600e-02 -3.47539244e-01
1.91705361e-01 1.20468678e-01 1.11840184e-01 1.03186053e-01
-2.09731837e-01 2.90667159e-02]
[ 1.05930222e-02 -3.92799955e-01 -1.27306777e-01 -1.60926295e-01
3.69712403e-01 2.56604420e-02 1.84874276e-01 1.52521968e-01
-1.64864099e-01 -2.21568462e-01]
[ 1.23042321e-01 -2.28719053e-01 -1.51109493e-01 -1.54909535e-02
7.10682052e-02 -5.13173841e-02 7.60920859e-02 -1.52181103e-01
1.19411431e-01 -1.44015048e-01]
[ -1.16754734e-01 7.97867430e-02 2.63414991e-01 -7.90720776e-03
1.53728997e-01 8.12114002e-02 3.68396108e-02 -2.97586240e-01
-1.12309959e-01 -5.83877785e-02]
[ -3.52550144e-01 2.29870692e-02 1.20936227e-02 -3.31480230e-02
1.70034742e-01 -1.71717293e-01 1.56533638e-02 2.33999258e-01
-9.16014065e-02 6.79439622e-02]
[ 1.44101320e-01 2.36947155e-02 -2.35088564e-01 -8.51700602e-02
1.13784548e-01 -2.96960777e-01 6.74565635e-02 -1.67824222e-01
-5.61873601e-04 -1.90813705e-01]
[ 2.08111330e-01 -1.87861378e-01 6.25815664e-02 -2.71438702e-02
1.04620254e-01 -3.42098211e-02 4.21842113e-02 -1.37162659e-01
1.09738229e-01 -1.84789184e-01]
[ -1.06041192e-01 -7.16126710e-02 1.21124734e-01 1.08293066e-01
4.56917921e-02 -1.13337525e-01 2.57672878e-01 -7.79418620e-02
1.83008936e-01 -4.92679087e-03]
[ -4.19042746e-03 -1.79694811e-01 1.99982912e-01 -2.47820001e-01
-7.63676852e-02 1.16496151e-01 6.67787882e-02 -1.17072917e-01
2.33801926e-02 2.21524346e-01]]
[[ 0.61588614]
[ 1.62391066]
[ 0.25905795]
[ 0.86697082]
[-2.69232124]
[-0.25672192]
[-1.64588748]
[ 0.06052447]
[ 0.69298832]
[ 0.88993313]]
Progress: 34.9% ... Training loss: 0.278 ... Validation loss: 0.453[[ 1.61832337e-01 2.16469985e-01 -1.05889636e-01 1.09417813e-01
-5.41752111e-01 -7.10597866e-02 -6.20645112e-02 1.21823752e-01
-5.92995235e-02 1.86410178e-01]
[ 1.50466949e-02 1.54772671e-01 -1.89300302e-02 4.69066060e-02
8.18637444e-02 -7.01150005e-03 3.09125973e-01 4.13524764e-02
1.42535222e-01 -2.65204478e-02]
[ 1.86658655e-01 6.96829684e-01 1.08049322e-02 -3.65111395e-02
5.03862541e-01 -2.31108492e-02 -7.79514848e-01 -4.02850629e-02
5.50619000e-02 2.77702520e-01]
[ 1.62198812e-02 -3.43748016e-01 -2.12864831e-01 1.14445452e-01
-1.21364955e-02 1.44095982e-01 1.70480711e-01 6.01267207e-02
8.04250389e-02 2.25826645e-01]
[ -1.87763584e-02 1.04684984e-01 -1.49312207e-01 3.75967863e-02
8.93163366e-03 -1.80254804e-01 6.91079422e-02 -1.18685089e-01
-1.95167185e-01 -3.89426438e-02]
[ -3.83296096e-01 -6.06594974e-01 -2.96494978e-01 1.59812324e-01
5.73927873e-03 4.11693389e-02 2.99349702e-01 -3.77373278e-02
-1.92495483e-02 -1.42554082e-02]
[ -6.16773992e-04 -2.01430249e-01 1.10944621e-02 9.50147062e-02
-1.45588605e-02 -7.24241481e-02 1.67502791e-01 -1.90287034e-01
1.98062112e-01 3.64001765e-02]
[ 1.08727002e-01 -2.53445193e-01 3.27452994e-02 -7.49767162e-02
7.87785448e-02 -4.67857652e-02 8.35071306e-02 1.19271929e-01
7.68572913e-02 -2.89553363e-02]
[ -1.73222398e-01 -1.33187768e-01 -3.03073205e-01 -2.02874510e-02
-1.04232802e-02 6.88555097e-02 -1.53084833e-01 -2.89140247e-02
2.63022670e-01 -1.31209648e-01]
[ 5.54453819e-02 -3.80112023e-01 8.93591915e-02 3.15098887e-02
-5.26165953e-02 -1.18088943e-01 1.78152316e-01 -1.04042490e-01
2.22895479e-02 1.03227883e-01]
[ -8.59913248e-02 -5.48523639e-02 -8.90800960e-05 -1.47012532e-01
-1.19559383e-02 1.87034764e-02 1.84499729e-01 -1.02982905e-01
-1.48471788e-02 -1.28445803e-01]
[ -1.23702557e-01 -1.62969128e-01 -7.21147169e-02 -7.39962341e-03
3.89375036e-01 1.02860644e-01 1.20778427e-01 -1.66327812e-02
-1.74820366e-01 -2.20144998e-01]
[ -1.57316443e-01 3.89074964e-03 6.17400943e-02 2.12315502e-02
-1.71495447e-01 -2.19553248e-01 -1.77234405e-01 -1.97060357e-01
8.64911412e-02 1.73479054e-01]
[ -2.67538076e-01 -3.21470929e-01 1.01035322e-01 2.30912610e-01
-9.61543211e-02 -6.98991725e-02 6.36243664e-02 -2.59143929e-01
-2.55933673e-01 -6.59006120e-02]
[ 1.06248860e-01 -1.67041268e-01 -2.06004600e-02 1.22455359e-01
-3.99528818e-02 -8.87262152e-02 2.20400011e-01 3.42454707e-03
2.99694065e-02 8.80443281e-03]
[ 3.98448428e-02 -8.68051933e-02 -2.09855824e-01 1.55015025e-01
-5.88520040e-02 8.28097529e-02 -5.09758645e-02 -1.95645594e-02
-8.66298358e-02 -8.17745605e-04]
[ -1.11197916e-01 -5.15389833e-02 -1.98221248e-01 1.70214228e-01
-3.06538502e-02 1.30207080e-01 -1.37226622e-02 -2.49314089e-01
8.14123024e-02 -1.84265671e-01]
[ -6.86947277e-02 -4.01142598e-02 2.75553610e-01 9.92384392e-02
1.18732977e-01 -6.11520702e-02 -1.22176831e-01 1.20656232e-01
7.37893507e-02 3.45937009e-02]
[ 5.46417667e-02 -3.12442011e-02 8.69560544e-02 8.49862017e-02
6.11570351e-02 -1.61423103e-02 2.32661904e-01 1.20222063e-01
-3.05962243e-02 -6.59263377e-02]
[ 1.00520010e-02 -1.50593144e-01 -2.91250224e-01 -5.07253308e-02
1.61475688e-01 -9.22065041e-02 1.54711722e-01 1.63426697e-01
1.09206885e-01 -2.97368933e-02]
[ 4.92022261e-02 -1.72563240e-02 -1.16499855e-01 4.43182140e-02
-9.69345682e-02 3.21811679e-01 2.64000023e-01 2.04797717e-01
-1.60401280e-01 -6.14441420e-02]
[ 1.04397923e-03 -1.41627212e-02 1.22317810e-01 1.04406361e-01
4.69238882e-03 1.05941585e-01 -1.16895357e-01 -4.17290408e-02
2.12188980e-01 7.67002735e-02]
[ 1.11760642e-01 7.92414946e-02 -4.48640651e-02 -9.62336338e-02
-1.03167101e-01 -3.30849753e-01 1.13184029e-01 8.76680396e-03
1.44602032e-01 9.15478228e-02]
[ -1.00720359e-01 -1.63391841e-02 -1.56204860e-02 2.25018229e-02
4.76999692e-03 -2.03901773e-01 -7.85467446e-02 -1.99377665e-02
1.61922790e-02 1.27424879e-01]
[ -1.53104822e-01 -1.03523040e-01 -2.00573490e-01 -1.29511307e-02
-2.68397946e-01 -1.86551481e-03 2.70970267e-02 -2.45256981e-02
-4.18413228e-03 5.06291840e-02]
[ -3.19374384e-02 -1.06740067e-01 -7.55102835e-02 -1.28852264e-01
5.36012223e-01 2.76437923e-01 5.77628813e-01 1.12888349e-01
-1.83234869e-01 -3.79635571e-01]
[ -1.75243650e-02 -4.01855773e-01 -3.06466564e-02 -7.43170207e-02
6.62781591e-01 1.01211492e-01 5.34931102e-01 9.13316327e-02
2.87538118e-02 -3.86010167e-01]
[ 1.00526467e-02 -4.58250877e-01 -4.37781961e-02 -1.08419151e-01
6.79545139e-01 2.37593851e-02 5.04248303e-01 4.85718118e-02
-3.64795255e-01 -2.20491974e-01]
[ -1.69727268e-01 -5.99441556e-01 -9.07260782e-03 -2.01735364e-01
7.65557978e-01 -9.12569071e-02 6.26545413e-01 -8.27652053e-02
-6.65295237e-02 8.53009135e-02]
[ -2.93846176e-01 -4.15202405e-01 5.59568839e-02 -4.65022404e-02
9.11535295e-01 1.41835778e-01 4.31518469e-01 4.77021024e-02
-8.80049682e-02 -1.35241070e-01]
[ -2.06580509e-01 -3.14646854e-01 2.51070554e-01 -2.44088555e-01
6.67157101e-01 -4.41752849e-02 6.98453926e-01 1.29609588e-02
-2.58018411e-01 -2.89359248e-02]
[ -1.28489911e-01 -2.23143799e-01 -1.80125329e-01 -9.84974007e-02
4.81360993e-01 -2.30961817e-01 1.77282082e-01 1.69151953e-01
-7.11056627e-03 -1.16070434e-01]
[ 1.03646632e-01 2.31716194e-01 1.60692404e-01 -1.02194727e-01
-5.19881374e-02 5.32402938e-02 -1.36095090e-01 2.82160915e-01
6.67449264e-02 1.68408663e-01]
[ 3.46454091e-01 3.21518878e-01 -8.41237662e-02 3.08631261e-01
-8.71871945e-01 -2.86256856e-01 -4.73704968e-01 1.76922665e-01
3.80130833e-01 -3.62992027e-02]
[ 4.53325471e-02 1.29096748e-01 2.52280998e-01 2.46665594e-01
-5.12515035e-02 -1.95262068e-01 -1.72810081e-01 -1.33183204e-01
-1.41733639e-01 -2.92204248e-01]
[ 2.43391493e-02 -6.25763363e-02 -1.18121989e-01 -5.30804309e-02
2.29573147e-01 4.01016118e-02 -7.88618055e-03 -1.84569764e-01
3.48147805e-02 2.08402684e-01]
[ 6.47263441e-04 -5.22561540e-02 -6.72275724e-02 -5.21893527e-02
-2.10939258e-02 -1.77035510e-01 8.68707139e-02 9.88635661e-03
3.63681664e-02 3.49799055e-03]
[ 2.47475809e-02 6.41490296e-02 2.42233444e-01 6.76723183e-02
-2.10688156e-01 -1.33375360e-01 1.19345074e-01 3.91077529e-02
-1.90533841e-01 1.00841395e-01]
[ 7.29855704e-02 3.70311841e-02 1.07841790e-01 8.22915241e-03
-2.42083309e-01 6.82614698e-02 5.95033062e-02 -2.70815248e-01
-1.68703421e-02 -8.79769916e-02]
[ -3.74564286e-03 1.12261776e-01 8.76716534e-02 -2.00945358e-02
-7.43865904e-02 1.77659421e-01 7.77000552e-02 1.19194435e-01
-1.36007724e-02 1.81840293e-01]
[ 2.20571017e-01 7.00379487e-02 2.82493950e-02 7.99369506e-02
3.73032191e-02 -2.31318892e-02 -1.66133894e-01 1.48305276e-01
-5.53452222e-02 -2.11619480e-02]
[ 4.69690837e-02 8.41259092e-03 1.87766119e-02 4.74543192e-02
-4.31475678e-01 -1.24702008e-01 -2.18093995e-01 4.15968200e-02
1.23732687e-01 1.98842186e-01]
[ 5.02005964e-02 5.14479117e-01 1.24385484e-01 4.22758085e-01
-1.14939609e+00 -3.05149682e-01 -6.02742292e-01 -7.17921544e-02
2.92399949e-01 3.35276817e-01]
[ 1.82616982e-01 5.08980231e-01 6.79290720e-02 4.31779400e-01
-9.35686260e-01 -8.56620046e-02 -4.49002714e-01 1.51483624e-01
2.14261712e-01 4.87966139e-01]
[ 2.58318230e-01 3.18133588e-01 2.47909896e-01 1.52778000e-01
-4.46411259e-01 7.88437156e-02 -2.26665108e-01 1.62986012e-01
2.43285208e-01 8.29468236e-02]
[ -7.24629048e-02 2.24323753e-01 2.42000394e-01 1.83746443e-02
-4.39137818e-02 1.30211836e-01 -1.04274463e-01 -1.50299391e-02
-3.14259763e-02 5.19557417e-02]
[ -9.69876167e-02 7.63938583e-04 2.54777786e-02 9.58598988e-02
-5.97285586e-02 1.15220714e-01 2.47492362e-01 2.03142333e-02
-2.72917336e-01 -9.09017761e-02]
[ -2.22772239e-01 -3.40813840e-02 -9.42637898e-02 -3.46954736e-01
1.89832232e-01 1.20297492e-01 1.11099568e-01 1.03225890e-01
-2.09279543e-01 2.96242865e-02]
[ 1.05130508e-02 -3.92936693e-01 -1.27337255e-01 -1.61034460e-01
3.69993861e-01 2.56959291e-02 1.85037793e-01 1.52513910e-01
-1.64957608e-01 -2.21683847e-01]
[ 1.22040056e-01 -2.30812431e-01 -1.51519337e-01 -1.67423996e-02
7.43070911e-02 -5.08780181e-02 7.87570063e-02 -1.52285007e-01
1.18340902e-01 -1.45390337e-01]
[ -1.16575468e-01 7.97465949e-02 2.63522180e-01 -7.58770912e-03
1.53023205e-01 8.11251802e-02 3.66867901e-02 -2.97566349e-01
-1.12117740e-01 -5.80268591e-02]
[ -3.51810228e-01 2.45375159e-02 1.23943006e-02 -3.21751648e-02
1.67618301e-01 -1.71954502e-01 1.36614207e-02 2.34063954e-01
-9.07582404e-02 6.89998192e-02]
[ 1.45311805e-01 2.56908052e-02 -2.34561755e-01 -8.32402148e-02
1.07861128e-01 -2.97534896e-01 6.52137166e-02 -1.67688014e-01
9.56718908e-04 -1.88881883e-01]
[ 2.08493335e-01 -1.87170510e-01 6.27327708e-02 -2.66652591e-02
1.03704655e-01 -3.43618666e-02 4.13666363e-02 -1.37119008e-01
1.10200485e-01 -1.84215402e-01]
[ -1.05380906e-01 -7.02470638e-02 1.21412897e-01 1.09221507e-01
4.33289046e-02 -1.13559969e-01 2.56337864e-01 -7.78789365e-02
1.83564284e-01 -3.95862800e-03]
[ -3.90225226e-03 -1.78954507e-01 2.00091791e-01 -2.47419844e-01
-7.77729419e-02 1.16371811e-01 6.60847671e-02 -1.17044934e-01
2.37214125e-02 2.21816439e-01]]
[[ 0.62519773]
[ 1.63598853]
[ 0.2669612 ]
[ 0.87704405]
[-2.6866332 ]
[-0.2511912 ]
[-1.64038802]
[ 0.06801159]
[ 0.70350246]
[ 0.90050271]]
Progress: 35.0% ... Training loss: 0.278 ... Validation loss: 0.450[[ 1.61278805e-01 2.14841747e-01 -1.06140637e-01 1.08686774e-01
-5.41071973e-01 -7.09152123e-02 -6.03996372e-02 1.21779697e-01
-5.97948344e-02 1.85716534e-01]
[ 1.53348162e-02 1.55443602e-01 -1.88064482e-02 4.72573514e-02
8.11655743e-02 -7.12925189e-03 3.08372402e-01 4.13849327e-02
1.42860888e-01 -2.60949742e-02]
[ 1.84071713e-01 6.93860948e-01 9.70296727e-03 -4.05893714e-02
5.14351966e-01 -2.19781920e-02 -7.76322483e-01 -4.05895636e-02
5.21619254e-02 2.73621953e-01]
[ 1.94622908e-02 -3.39090091e-01 -2.11552700e-01 1.18546425e-01
-1.77188657e-02 1.42882321e-01 1.64981779e-01 6.04724552e-02
8.38305866e-02 2.30717392e-01]
[ -1.95523826e-02 1.05378410e-01 -1.49748465e-01 3.66694474e-02
8.15658653e-03 -1.79908579e-01 6.90941825e-02 -1.18774619e-01
-1.96189732e-01 -4.02993811e-02]
[ -3.83000377e-01 -6.07471394e-01 -2.96341820e-01 1.60408068e-01
3.39290475e-03 4.09478608e-02 2.99792620e-01 -3.76891542e-02
-1.89018080e-02 -1.36709761e-02]
[ -1.35492612e-03 -2.03151942e-01 1.08033494e-02 9.39140894e-02
-1.23802690e-02 -7.21124526e-02 1.69013710e-01 -1.90368558e-01
1.97229986e-01 3.53706653e-02]
[ 1.08937464e-01 -2.52873168e-01 3.28841873e-02 -7.45948428e-02
7.64776868e-02 -4.69379631e-02 8.28391243e-02 1.19308673e-01
7.72654593e-02 -2.86261250e-02]
[ -1.73800526e-01 -1.34851172e-01 -3.03344534e-01 -2.10536434e-02
-8.42386810e-03 6.90824433e-02 -1.51369256e-01 -2.89751971e-02
2.62409943e-01 -1.31997158e-01]
[ 5.39674497e-02 -3.84502926e-01 8.87685423e-02 2.95396959e-02
-5.02449012e-02 -1.17580748e-01 1.82002822e-01 -1.04189981e-01
2.08179027e-02 1.01186707e-01]
[ -8.57384414e-02 -5.45699705e-02 3.04366789e-05 -1.46707797e-01
-1.24475577e-02 1.85723257e-02 1.84139993e-01 -1.02948492e-01
-1.46291306e-02 -1.28042593e-01]
[ -1.23287608e-01 -1.62550110e-01 -7.19139810e-02 -6.62335813e-03
3.87025733e-01 1.02648553e-01 1.20289067e-01 -1.65774814e-02
-1.74255713e-01 -2.19410409e-01]
[ -1.57316443e-01 3.89074964e-03 6.17400943e-02 2.12315502e-02
-1.71495447e-01 -2.19553248e-01 -1.77234405e-01 -1.97060357e-01
8.64911412e-02 1.73479054e-01]
[ -2.68440381e-01 -3.23343338e-01 1.00663721e-01 2.29897911e-01
-9.53831503e-02 -6.95885501e-02 6.58974124e-02 -2.59233965e-01
-2.56949590e-01 -6.72070625e-02]
[ 1.07270925e-01 -1.66349827e-01 -2.01598562e-02 1.23777099e-01
-4.22443087e-02 -8.91765199e-02 2.18944167e-01 3.54373321e-03
3.11052349e-02 1.04169990e-02]
[ 4.01060359e-02 -8.62174468e-02 -2.09748951e-01 1.55383220e-01
-5.99731027e-02 8.26997291e-02 -5.15896728e-02 -1.95380715e-02
-8.63348450e-02 -4.59742153e-04]
[ -1.11215471e-01 -5.16411388e-02 -1.98228374e-01 1.70190407e-01
-3.08245932e-02 1.30220541e-01 -1.36118667e-02 -2.49315241e-01
8.14233329e-02 -1.84236275e-01]
[ -6.89616876e-02 -4.06958939e-02 2.75469409e-01 9.88615182e-02
1.19593545e-01 -6.10535968e-02 -1.21740249e-01 1.20627544e-01
7.34888530e-02 3.41961353e-02]
[ 5.39022014e-02 -3.29087175e-02 8.66407687e-02 8.38885960e-02
6.38743195e-02 -1.58240208e-02 2.34293345e-01 1.20138211e-01
-3.14602175e-02 -6.69832105e-02]
[ 9.06765449e-03 -1.53151270e-01 -2.91703584e-01 -5.22869026e-02
1.65310662e-01 -9.18134011e-02 1.57171910e-01 1.63310171e-01
1.07995838e-01 -3.12432915e-02]
[ 5.00755488e-02 -1.48627267e-02 -1.16037936e-01 4.57874199e-02
-1.01378075e-01 3.21400985e-01 2.61606444e-01 2.04913221e-01
-1.59199202e-01 -6.00725240e-02]
[ 6.82777704e-04 -1.49202986e-02 1.22153216e-01 1.03913955e-01
5.63327201e-03 1.06075294e-01 -1.15821654e-01 -4.17650416e-02
2.11957605e-01 7.62001438e-02]
[ 1.12223967e-01 8.01602359e-02 -4.46851631e-02 -9.55858626e-02
-1.04689942e-01 -3.31026755e-01 1.12017268e-01 8.81547163e-03
1.45016070e-01 9.22143221e-02]
[ -1.00861698e-01 -1.68840154e-02 -1.56856578e-02 2.23459268e-02
5.42398721e-03 -2.03850650e-01 -7.80304112e-02 -1.99502126e-02
1.60452035e-02 1.27247150e-01]
[ -1.53121556e-01 -1.03722808e-01 -2.00570846e-01 -1.29243153e-02
-2.69096428e-01 -1.87131967e-03 2.72263374e-02 -2.45246216e-02
-4.16113670e-03 5.06328698e-02]
[ -3.17010686e-02 -1.06379656e-01 -7.53849798e-02 -1.28433153e-01
5.34725285e-01 2.76319656e-01 5.77254996e-01 1.12921486e-01
-1.82923100e-01 -3.79248239e-01]
[ -1.79954475e-02 -4.03067199e-01 -3.08496664e-02 -7.50033548e-02
6.64655620e-01 1.01402101e-01 5.36188128e-01 9.12803332e-02
2.82096143e-02 -3.86704824e-01]
[ 1.01079253e-02 -4.58144318e-01 -4.37537922e-02 -1.08338185e-01
6.79309465e-01 2.37365155e-02 5.04137311e-01 4.85780311e-02
-3.64731117e-01 -2.20408662e-01]
[ -1.69906325e-01 -6.00104200e-01 -9.11521102e-03 -2.01889875e-01
7.65743910e-01 -9.12168969e-02 6.27217057e-01 -8.27776130e-02
-6.66627043e-02 8.51725744e-02]
[ -2.93483620e-01 -4.14770118e-01 5.61087912e-02 -4.59443818e-02
9.10099273e-01 1.41677550e-01 4.30869897e-01 4.77447940e-02
-8.75698533e-02 -1.34677814e-01]
[ -2.06542694e-01 -3.14918729e-01 2.51124036e-01 -2.43927912e-01
6.66661692e-01 -4.42170033e-02 6.98653357e-01 1.29719380e-02
-2.57890888e-01 -2.87548207e-02]
[ -1.28873224e-01 -2.24080215e-01 -1.80291661e-01 -9.90119506e-02
4.82518380e-01 -2.30809896e-01 1.78228681e-01 1.69109927e-01
-7.52867281e-03 -1.16603082e-01]
[ 1.03295721e-01 2.30904308e-01 1.60543924e-01 -1.02685494e-01
-5.06858925e-02 5.33735925e-02 -1.35037153e-01 2.82123869e-01
6.64688321e-02 1.67933904e-01]
[ 3.47729134e-01 3.23359943e-01 -8.36134981e-02 3.10192433e-01
-8.74723204e-01 -2.86761708e-01 -4.76164367e-01 1.77059531e-01
3.81395649e-01 -3.44503253e-02]
[ 4.50195637e-02 1.28160533e-01 2.52166470e-01 2.46223629e-01
-4.99982304e-02 -1.95147594e-01 -1.72059713e-01 -1.33216341e-01
-1.42072872e-01 -2.92638140e-01]
[ 2.46920993e-02 -6.19501831e-02 -1.17974008e-01 -5.25570916e-02
2.27923774e-01 3.99530504e-02 -8.78597521e-03 -1.84530291e-01
3.51962411e-02 2.08953533e-01]
[ 1.16457426e-03 -5.07189188e-02 -6.69949415e-02 -5.14245952e-02
-2.34884146e-02 -1.77245584e-01 8.54103012e-02 9.94108078e-03
3.70065147e-02 4.22648444e-03]
[ 2.43956120e-02 6.35682285e-02 2.42093588e-01 6.71642345e-02
-2.09461919e-01 -1.33232726e-01 1.20020643e-01 3.90683102e-02
-1.90930613e-01 1.00316271e-01]
[ 7.27097239e-02 3.62503572e-02 1.07716819e-01 7.82642334e-03
-2.41006585e-01 6.83755341e-02 6.02241824e-02 -2.70845854e-01
-1.71785644e-02 -8.83889646e-02]
[ -3.76731666e-03 1.12196176e-01 8.76468920e-02 -2.01750987e-02
-7.47414811e-02 1.77676124e-01 7.77222127e-02 1.19189683e-01
-1.36415086e-02 1.81723448e-01]
[ 2.20426366e-01 6.99130028e-02 2.81697497e-02 7.96792789e-02
3.77024927e-02 -2.30908982e-02 -1.65936742e-01 1.48286319e-01
-5.55487313e-02 -2.14378596e-02]
[ 4.65635542e-02 7.47682700e-03 1.85802552e-02 4.68374343e-02
-4.29753730e-01 -1.24523605e-01 -2.17238640e-01 4.15485928e-02
1.23250225e-01 1.98188532e-01]
[ 4.96983270e-02 5.13292714e-01 1.24159660e-01 4.22166579e-01
-1.14871315e+00 -3.04970656e-01 -6.01325548e-01 -7.18442042e-02
2.91786631e-01 3.34543964e-01]
[ 1.82413930e-01 5.08842644e-01 6.78802271e-02 4.31634467e-01
-9.36618260e-01 -8.55984462e-02 -4.48722367e-01 1.51472608e-01
2.14135699e-01 4.87734569e-01]
[ 2.58218887e-01 3.17980151e-01 2.47866087e-01 1.52635987e-01
-4.46033474e-01 7.88875147e-02 -2.26447915e-01 1.62974589e-01
2.43161923e-01 8.27909737e-02]
[ -7.25208898e-02 2.24232876e-01 2.41985026e-01 1.83358214e-02
-4.39382220e-02 1.30221614e-01 -1.04184582e-01 -1.50324970e-02
-3.14524343e-02 5.19121861e-02]
[ -9.69495675e-02 8.97066973e-04 2.54996338e-02 9.59371761e-02
-6.00029809e-02 1.15199748e-01 2.47320554e-01 2.03197127e-02
-2.72866300e-01 -9.08365299e-02]
[ -2.22421305e-01 -3.33457471e-02 -9.41126858e-02 -3.46511652e-01
1.88842138e-01 1.20155233e-01 1.10257134e-01 1.03264385e-01
-2.08882914e-01 3.01336118e-02]
[ 1.02363096e-02 -3.93511957e-01 -1.27452195e-01 -1.61440528e-01
3.71191870e-01 2.58094081e-02 1.85648150e-01 1.52483015e-01
-1.65285800e-01 -2.22093389e-01]
[ 1.21564308e-01 -2.31760917e-01 -1.51758120e-01 -1.73256617e-02
7.37953872e-02 -5.06995580e-02 8.01446868e-02 -1.52342743e-01
1.17864254e-01 -1.46081379e-01]
[ -1.17288326e-01 7.83594791e-02 2.63221597e-01 -8.66829605e-03
1.56150958e-01 8.14301179e-02 3.82320057e-02 -2.97646761e-01
-1.12976386e-01 -5.91068208e-02]
[ -3.52198448e-01 2.29822789e-02 1.23217148e-02 -3.25183343e-02
1.68431135e-01 -1.71863402e-01 1.50103177e-02 2.34037960e-01
-9.10884629e-02 6.86945833e-02]
[ 1.45695160e-01 2.61181156e-02 -2.34384706e-01 -8.26248415e-02
1.05847814e-01 -2.97737584e-01 6.44504432e-02 -1.67640428e-01
1.44182931e-03 -1.88341553e-01]
[ 2.08330939e-01 -1.88273793e-01 6.26596088e-02 -2.70146519e-02
1.04888630e-01 -3.42911040e-02 4.19182465e-02 -1.37131997e-01
1.10062005e-01 -1.84420446e-01]
[ -1.05148860e-01 -7.01244066e-02 1.21496009e-01 1.09425221e-01
4.35527566e-02 -1.13656111e-01 2.56013100e-01 -7.78570311e-02
1.83703867e-01 -3.63007988e-03]
[ -3.58853204e-03 -1.78199843e-01 2.00246348e-01 -2.46771712e-01
-8.10655670e-02 1.16190334e-01 6.53408105e-02 -1.16995073e-01
2.42117711e-02 2.22325468e-01]]
[[ 0.62326161]
[ 1.63179185]
[ 0.26288753]
[ 0.87514482]
[-2.69089511]
[-0.25117136]
[-1.63856856]
[ 0.06776305]
[ 0.70184018]
[ 0.89808686]]
Progress: 35.0% ... Training loss: 0.277 ... Validation loss: 0.453[[ 1.60654314e-01 2.13677968e-01 -1.06346352e-01 1.08082483e-01
-5.39431183e-01 -7.07709227e-02 -5.92719216e-02 1.21728193e-01
-6.03948944e-02 1.85006054e-01]
[ 1.53348162e-02 1.55443602e-01 -1.88064482e-02 4.72573514e-02
8.11655743e-02 -7.12925189e-03 3.08372402e-01 4.13849327e-02
1.42860888e-01 -2.60949742e-02]
[ 1.82720463e-01 6.90946847e-01 9.14883651e-03 -4.26955027e-02
5.20327110e-01 -2.14341348e-02 -7.73795041e-01 -4.07439306e-02
5.06101105e-02 2.71693132e-01]
[ 1.86747056e-02 -3.40069296e-01 -2.11836156e-01 1.17926214e-01
-1.65032216e-02 1.43162170e-01 1.66813182e-01 6.04125193e-02
8.31730002e-02 2.29981341e-01]
[ -1.99593718e-02 1.04728492e-01 -1.49912031e-01 3.62304572e-02
9.00777518e-03 -1.79742433e-01 7.03034616e-02 -1.18810129e-01
-1.96746512e-01 -4.08757413e-02]
[ -3.82934567e-01 -6.07195352e-01 -2.96232303e-01 1.60803373e-01
1.85700132e-03 4.08877265e-02 2.99825732e-01 -3.76739663e-02
-1.87560790e-02 -1.34941571e-02]
[ -3.83309560e-03 -2.08816007e-01 9.81657095e-03 9.04443374e-02
-2.19234813e-03 -7.11742949e-02 1.74798337e-01 -1.90629329e-01
1.94433498e-01 3.19327879e-02]
[ 1.08587455e-01 -2.54062284e-01 3.28034142e-02 -7.49446605e-02
7.70218450e-02 -4.68381898e-02 8.36413469e-02 1.19274698e-01
7.69899069e-02 -2.89849676e-02]
[ -1.73063209e-01 -1.33434692e-01 -3.03062931e-01 -1.99809529e-02
-1.15062429e-02 6.87772631e-02 -1.53111817e-01 -2.88928826e-02
2.63241691e-01 -1.30891779e-01]
[ 5.27859028e-02 -3.88055866e-01 8.83291132e-02 2.79197983e-02
-4.57185442e-02 -1.17146131e-01 1.85015182e-01 -1.04318651e-01
1.95165623e-02 9.96757504e-02]
[ -8.55049760e-02 -5.41242267e-02 1.96060630e-04 -1.46111777e-01
-1.45619111e-02 1.84035597e-02 1.83691038e-01 -1.02907081e-01
-1.42467552e-02 -1.27564455e-01]
[ -1.24364578e-01 -1.64603573e-01 -7.23166070e-02 -7.95105421e-03
3.90727530e-01 1.03055318e-01 1.22603061e-01 -1.66874660e-02
-1.75431313e-01 -2.20892112e-01]
[ -1.57316443e-01 3.89074964e-03 6.17400943e-02 2.12315502e-02
-1.71495447e-01 -2.19553248e-01 -1.77234405e-01 -1.97060357e-01
8.64911412e-02 1.73479054e-01]
[ -2.68501469e-01 -3.23246411e-01 1.00674105e-01 2.29974643e-01
-9.59895151e-02 -6.95935192e-02 6.59668976e-02 -2.59233482e-01
-2.56960176e-01 -6.72312422e-02]
[ 1.07323119e-01 -1.66284244e-01 -2.01323988e-02 1.23867727e-01
-4.22570536e-02 -8.91988783e-02 2.18916458e-01 3.54883648e-03
3.11494174e-02 1.04884963e-02]
[ 3.91479902e-02 -8.82157876e-02 -2.10104668e-01 1.54114183e-01
-5.68365419e-02 8.30761457e-02 -4.93338475e-02 -1.96424266e-02
-8.73898988e-02 -1.78169330e-03]
[ -1.11902345e-01 -5.30489412e-02 -1.98491510e-01 1.69269608e-01
-2.80245209e-02 1.30486678e-01 -1.21423295e-02 -2.49385469e-01
8.06709742e-02 -1.85216951e-01]
[ -6.96622647e-02 -4.25237416e-02 2.75199197e-01 9.78660333e-02
1.22708948e-01 -6.08029092e-02 -1.20008113e-01 1.20551741e-01
7.27001250e-02 3.31738708e-02]
[ 5.31822593e-02 -3.45293896e-02 8.63511091e-02 8.28552289e-02
6.69434252e-02 -1.55383638e-02 2.36054791e-01 1.20063115e-01
-3.23158838e-02 -6.79565411e-02]
[ 8.68626557e-03 -1.54033661e-01 -2.91878377e-01 -5.28506803e-02
1.66715258e-01 -9.16523984e-02 1.58011609e-01 1.63267708e-01
1.07532660e-01 -3.17787316e-02]
[ 5.04118612e-02 -1.42260314e-02 -1.15824664e-01 4.64343204e-02
-1.03318904e-01 3.21214586e-01 2.60575958e-01 2.04955215e-01
-1.58670537e-01 -5.95146226e-02]
[ 8.29304635e-04 -1.46961084e-02 1.22221285e-01 1.04139268e-01
4.75310678e-03 1.06011950e-01 -1.15925111e-01 -4.17489145e-02
2.12118325e-01 7.64951787e-02]
[ 1.12247798e-01 8.03123198e-02 -4.46982016e-02 -9.55420763e-02
-1.04844026e-01 -3.31033716e-01 1.11854036e-01 8.81875795e-03
1.45075915e-01 9.22595134e-02]
[ -1.00893109e-01 -1.70893669e-02 -1.56969201e-02 2.23109848e-02
5.53050485e-03 -2.03841583e-01 -7.78803907e-02 -1.99521587e-02
1.60137587e-02 1.27212291e-01]
[ -1.52166145e-01 -1.02116541e-01 -2.00188641e-01 -1.15418417e-02
-2.73020694e-01 -2.26363829e-03 2.51504724e-02 -2.44189662e-02
-3.09209811e-03 5.20414226e-02]
[ -3.17654721e-02 -1.06668303e-01 -7.54137117e-02 -1.28516843e-01
5.34954467e-01 2.76337300e-01 5.77487456e-01 1.12915542e-01
-1.82986737e-01 -3.79332856e-01]
[ -1.80717806e-02 -4.03407977e-01 -3.08936828e-02 -7.51123679e-02
6.64788803e-01 1.01431523e-01 5.36470854e-01 9.12729834e-02
2.81070230e-02 -3.86821279e-01]
[ 1.02952681e-02 -4.57907192e-01 -4.36793067e-02 -1.08065492e-01
6.78512412e-01 2.36601815e-02 5.03802724e-01 4.85988651e-02
-3.64523558e-01 -2.20140677e-01]
[ -1.69797668e-01 -5.99928458e-01 -9.06734079e-03 -2.01732528e-01
7.65331670e-01 -9.12609086e-02 6.27002328e-01 -8.27654933e-02
-6.65362076e-02 8.53267169e-02]
[ -2.93552943e-01 -4.15262930e-01 5.61215091e-02 -4.58990862e-02
9.09836739e-01 1.41665283e-01 4.31249130e-01 4.77481802e-02
-8.75576270e-02 -1.34635818e-01]
[ -2.06603142e-01 -3.15220526e-01 2.51100362e-01 -2.44001903e-01
6.66947011e-01 -4.41996749e-02 6.98898444e-01 1.29660995e-02
-2.57932132e-01 -2.88150135e-02]
[ -1.28852109e-01 -2.23981238e-01 -1.80291159e-01 -9.89773389e-02
4.82453807e-01 -2.30815651e-01 1.78142431e-01 1.69112169e-01
-7.49694497e-03 -1.16572537e-01]
[ 1.03275012e-01 2.30900468e-01 1.60567549e-01 -1.02654945e-01
-5.07739217e-02 5.33571582e-02 -1.34911269e-01 2.82124603e-01
6.64880165e-02 1.68054824e-01]
[ 3.47297282e-01 3.23279614e-01 -8.37285034e-02 3.09714945e-01
-8.73824456e-01 -2.86589501e-01 -4.75518863e-01 1.77014549e-01
3.80899816e-01 -3.50544826e-02]
[ 4.52380972e-02 1.28653144e-01 2.52251216e-01 2.46554106e-01
-5.09827646e-02 -1.95242985e-01 -1.72614457e-01 -1.33191466e-01
-1.41807662e-01 -2.92313002e-01]
[ 2.48472631e-02 -6.14196388e-02 -1.17903609e-01 -5.23330224e-02
2.27187608e-01 3.98891138e-02 -9.24669796e-03 -1.84512853e-01
3.53495042e-02 2.09176670e-01]
[ 1.35527478e-03 -5.07586087e-02 -6.69301818e-02 -5.11680481e-02
-2.40353581e-02 -1.77331285e-01 8.50785626e-02 9.96243327e-03
3.71982525e-02 4.52077299e-03]
[ 2.42340294e-02 6.31981915e-02 2.42035142e-01 6.69664977e-02
-2.08820621e-01 -1.33168599e-01 1.20363748e-01 3.90524054e-02
-1.91111989e-01 1.00077338e-01]
[ 7.25270241e-02 3.57342019e-02 1.07640827e-01 7.55779876e-03
-2.40010258e-01 6.84488444e-02 6.07691282e-02 -2.70859576e-01
-1.74017903e-02 -8.86474441e-02]
[ -4.38693686e-03 1.11100079e-01 8.73928585e-02 -2.10876592e-02
-7.24737681e-02 1.77933642e-01 7.88374707e-02 1.19114494e-01
-1.43984483e-02 1.80823955e-01]
[ 2.19752225e-01 6.85110925e-02 2.78915462e-02 7.87334045e-02
4.03916784e-02 -2.28112425e-02 -1.64428505e-01 1.48209991e-01
-5.63413770e-02 -2.24411410e-02]
[ 4.62340793e-02 6.88273566e-03 1.84563964e-02 4.63578722e-02
-4.28449769e-01 -1.24384565e-01 -2.16688938e-01 4.15108630e-02
1.22868803e-01 1.97699936e-01]
[ 4.98257176e-02 5.12957978e-01 1.24207738e-01 4.22330969e-01
-1.14898132e+00 -3.05026197e-01 -6.01259270e-01 -7.18356810e-02
2.91942440e-01 3.34621412e-01]
[ 1.82492924e-01 5.08998453e-01 6.79084271e-02 4.31751865e-01
-9.36928181e-01 -8.56314006e-02 -4.48855154e-01 1.51481833e-01
2.14224033e-01 4.87826784e-01]
[ 2.58428015e-01 3.18621490e-01 2.48000467e-01 1.53082484e-01
-4.47445129e-01 7.87604673e-02 -2.27135621e-01 1.63008407e-01
2.43551230e-01 8.32253520e-02]
[ -7.28093399e-02 2.23517589e-01 2.41867104e-01 1.79354084e-02
-4.27290813e-02 1.30326333e-01 -1.03449744e-01 -1.50631674e-02
-3.17620872e-02 5.15513159e-02]
[ -9.70171365e-02 7.80276423e-04 2.54643007e-02 9.58296230e-02
-5.97618429e-02 1.15230537e-01 2.47407029e-01 2.03109156e-02
-2.72951870e-01 -9.09508098e-02]
[ -2.22294774e-01 -3.30580599e-02 -9.40558243e-02 -3.46313684e-01
1.88235184e-01 1.20102702e-01 1.10003041e-01 1.03278194e-01
-2.08749117e-01 3.03272248e-02]
[ 9.83430811e-03 -3.94599457e-01 -1.27620037e-01 -1.62013436e-01
3.72899249e-01 2.59641656e-02 1.86723175e-01 1.52439869e-01
-1.65720878e-01 -2.22634361e-01]
[ 1.22235994e-01 -2.30356143e-01 -1.51450740e-01 -1.62753234e-02
7.08240536e-02 -5.09674651e-02 7.85842064e-02 -1.52276948e-01
1.18567549e-01 -1.45101976e-01]
[ -1.18980852e-01 7.46405989e-02 2.62520089e-01 -1.10788149e-02
1.63244051e-01 8.21124002e-02 4.20066892e-02 -2.97832903e-01
-1.14959930e-01 -6.15476581e-02]
[ -3.52489620e-01 2.16996204e-02 1.22159656e-02 -3.29207470e-02
1.69409237e-01 -1.71775147e-01 1.60713498e-02 2.34007251e-01
-9.13928904e-02 6.82679602e-02]
[ 1.46252819e-01 2.75181452e-02 -2.34085989e-01 -8.15640473e-02
1.02637897e-01 -2.98041737e-01 6.27373612e-02 -1.67554676e-01
2.26062543e-03 -1.87347457e-01]
[ 2.07983625e-01 -1.88709786e-01 6.25346649e-02 -2.74685201e-02
1.06090100e-01 -3.41538388e-02 4.25182186e-02 -1.37168484e-01
1.09693730e-01 -1.84922341e-01]
[ -1.04665586e-01 -6.93542645e-02 1.21675243e-01 1.10079152e-01
4.17661667e-02 -1.13848018e-01 2.55108153e-01 -7.78045480e-02
1.84200581e-01 -3.01496076e-03]
[ -4.99518966e-03 -1.81497916e-01 1.99716787e-01 -2.48621550e-01
-7.62565895e-02 1.16719115e-01 6.89610324e-02 -1.17143010e-01
2.27546481e-02 2.20591681e-01]]
[[ 0.6166968 ]
[ 1.62635304]
[ 0.25522012]
[ 0.86869773]
[-2.69841737]
[-0.25737974]
[-1.6440556 ]
[ 0.06295378]
[ 0.69610608]
[ 0.89085998]]
Progress: 35.0% ... Training loss: 0.277 ... Validation loss: 0.453[[ 1.60222138e-01 2.12613244e-01 -1.06566920e-01 1.07436722e-01
-5.38045707e-01 -7.06162287e-02 -5.84634683e-02 1.21687846e-01
-6.10266162e-02 1.84316648e-01]
[ 1.54679367e-02 1.55531142e-01 -1.87170272e-02 4.75747764e-02
7.98781231e-02 -7.21170227e-03 3.08431300e-01 4.14021430e-02
1.43081713e-01 -2.59188237e-02]
[ 1.81088295e-01 6.86847205e-01 8.20234243e-03 -4.58622787e-02
5.31393625e-01 -2.05721510e-02 -7.69532150e-01 -4.09602179e-02
4.81877329e-02 2.68792588e-01]
[ 2.01383916e-02 -3.37066448e-01 -2.11240623e-01 1.19895080e-01
-2.01378211e-02 1.42595932e-01 1.62628688e-01 6.05483460e-02
8.48254296e-02 2.32241872e-01]
[ -1.97096276e-02 1.05469790e-01 -1.49807519e-01 3.67010351e-02
6.81477656e-03 -1.79870629e-01 7.04871715e-02 -1.18782611e-01
-1.96397515e-01 -4.05668057e-02]
[ -3.82768178e-01 -6.07525203e-01 -2.96024645e-01 1.61547118e-01
-1.75093389e-03 4.06904835e-02 3.00213840e-01 -3.76266037e-02
-1.82501457e-02 -1.29293821e-02]
[ -4.49793233e-03 -2.10129689e-01 9.52541461e-03 8.95783174e-02
-6.09638243e-04 -7.09281757e-02 1.76439985e-01 -1.90684649e-01
1.93726183e-01 3.09716737e-02]
[ 1.07593734e-01 -2.56653987e-01 3.23636269e-02 -7.64650000e-02
8.11424404e-02 -4.64213581e-02 8.61713492e-02 1.19165477e-01
7.57272869e-02 -3.05488875e-02]
[ -1.73176471e-01 -1.33956547e-01 -3.03092573e-01 -2.01061287e-02
-1.10940738e-02 6.88491875e-02 -1.52650026e-01 -2.89038186e-02
2.63133591e-01 -1.31047958e-01]
[ 5.19505314e-02 -3.90017178e-01 8.80028604e-02 2.68936615e-02
-4.46830083e-02 -1.16834614e-01 1.87047645e-01 -1.04390771e-01
1.85772562e-02 9.84166612e-02]
[ -8.59317245e-02 -5.58410141e-02 9.42931479e-05 -1.46443844e-01
-1.41302428e-02 1.85002154e-02 1.85619793e-01 -1.02932705e-01
-1.45142916e-02 -1.27982863e-01]
[ -1.24707888e-01 -1.65682566e-01 -7.24415148e-02 -8.36064078e-03
3.91767865e-01 1.03184778e-01 1.23663392e-01 -1.67178372e-02
-1.75796571e-01 -2.21331053e-01]
[ -1.57316443e-01 3.89074964e-03 6.17400943e-02 2.12315502e-02
-1.71495447e-01 -2.19553248e-01 -1.77234405e-01 -1.97060357e-01
8.64911412e-02 1.73479054e-01]
[ -2.67861353e-01 -3.22545574e-01 1.01020960e-01 2.31162188e-01
-9.95317757e-02 -6.99465762e-02 6.48027152e-02 -2.59147690e-01
-2.56040989e-01 -6.61617614e-02]
[ 1.07220019e-01 -1.66355430e-01 -2.01632713e-02 1.23780189e-01
-4.29924623e-02 -8.91666338e-02 2.19172785e-01 3.54044011e-03
3.10794711e-02 1.03626645e-02]
[ 3.80326308e-02 -9.07368871e-02 -2.10535799e-01 1.52594564e-01
-5.33734995e-02 8.35313891e-02 -4.64058796e-02 -1.97531202e-02
-8.86583479e-02 -3.34100485e-03]
[ -1.12750690e-01 -5.48630330e-02 -1.98852011e-01 1.68093207e-01
-2.46133434e-02 1.30836372e-01 -1.01617505e-02 -2.49465997e-01
7.97230839e-02 -1.86429856e-01]
[ -6.92700458e-02 -4.16041277e-02 2.75344427e-01 9.84677271e-02
1.20709279e-01 -6.09820541e-02 -1.20776070e-01 1.20595749e-01
7.31725754e-02 3.37749661e-02]
[ 5.29461721e-02 -3.50323593e-02 8.62262693e-02 8.24132424e-02
6.81291086e-02 -1.54222154e-02 2.36591525e-01 1.20030030e-01
-3.26543338e-02 -6.84465379e-02]
[ 8.08649427e-03 -1.55731762e-01 -2.92141276e-01 -5.37315094e-02
1.69319049e-01 -9.14046616e-02 1.59500464e-01 1.63204869e-01
1.06804134e-01 -3.25110249e-02]
[ 4.98052021e-02 -1.57651905e-02 -1.16082209e-01 4.55416560e-02
-1.00768294e-01 3.21473548e-01 2.62213269e-01 2.04893082e-01
-1.59374817e-01 -6.04096717e-02]
[ 1.57624011e-03 -1.27496550e-02 1.22547183e-01 1.05247966e-01
1.33128615e-03 1.05687215e-01 -1.17897870e-01 -4.16705094e-02
2.12955359e-01 7.74288602e-02]
[ 1.12221926e-01 8.01932452e-02 -4.47115083e-02 -9.55738129e-02
-1.04735140e-01 -3.31002855e-01 1.11967594e-01 8.81644988e-03
1.45056785e-01 9.22259504e-02]
[ -1.00809260e-01 -1.72374558e-02 -1.56535059e-02 2.24762503e-02
5.03518339e-03 -2.03881229e-01 -7.79155413e-02 -1.99425728e-02
1.61249989e-02 1.27360424e-01]
[ -1.52099500e-01 -1.02026767e-01 -2.00121870e-01 -1.13420610e-02
-2.73641866e-01 -2.32031522e-03 2.51707368e-02 -2.44048889e-02
-2.92743794e-03 5.22215465e-02]
[ -3.19467936e-02 -1.07360412e-01 -7.54751654e-02 -1.28734563e-01
5.35573972e-01 2.76402140e-01 5.78117683e-01 1.12901898e-01
-1.83175401e-01 -3.79542450e-01]
[ -1.79192182e-02 -4.03204219e-01 -3.08073229e-02 -7.48135206e-02
6.63822615e-01 1.01344497e-01 5.36419295e-01 9.12929607e-02
2.83374742e-02 -3.86630274e-01]
[ 1.01852829e-02 -4.58245948e-01 -4.37240652e-02 -1.08222347e-01
6.78907773e-01 2.37062393e-02 5.04132310e-01 4.85893415e-02
-3.64643885e-01 -2.20281787e-01]
[ -1.69704697e-01 -5.99683051e-01 -9.01682270e-03 -2.01549134e-01
7.64849065e-01 -9.13121327e-02 6.26934772e-01 -8.27534869e-02
-6.63958277e-02 8.54807623e-02]
[ -2.93241829e-01 -4.14972306e-01 5.62809367e-02 -4.53394780e-02
9.08091100e-01 1.41499959e-01 4.30782521e-01 4.77894353e-02
-8.71108078e-02 -1.34082938e-01]
[ -2.06553077e-01 -3.15160911e-01 2.51120949e-01 -2.43931770e-01
6.66758206e-01 -4.42205663e-02 6.98807418e-01 1.29711970e-02
-2.57878309e-01 -2.87464659e-02]
[ -1.28782978e-01 -2.23730304e-01 -1.80246091e-01 -9.88331951e-02
4.81939451e-01 -2.30859055e-01 1.77924263e-01 1.69123372e-01
-7.37878605e-03 -1.16416405e-01]
[ 1.03010663e-01 2.30627613e-01 1.60428534e-01 -1.03053062e-01
-4.99686633e-02 5.34905861e-02 -1.34947808e-01 2.82093258e-01
6.60963875e-02 1.67727324e-01]
[ 3.46975258e-01 3.22867971e-01 -8.38516966e-02 3.09309026e-01
-8.73037846e-01 -2.86459632e-01 -4.74801483e-01 1.76981973e-01
3.80543395e-01 -3.54868555e-02]
[ 4.56928756e-02 1.29433782e-01 2.52454432e-01 2.47212693e-01
-5.28373804e-02 -1.95450419e-01 -1.73601319e-01 -1.33139777e-01
-1.41243510e-01 -2.91633407e-01]
[ 2.48203418e-02 -6.13477126e-02 -1.17895388e-01 -5.23020531e-02
2.27041430e-01 3.98773181e-02 -9.25450252e-03 -1.84509018e-01
3.53626202e-02 2.09113091e-01]
[ 1.27173905e-03 -5.14115390e-02 -6.69698017e-02 -5.13277328e-02
-2.32138166e-02 -1.77292510e-01 8.55576992e-02 9.94998722e-03
3.70752083e-02 4.35601116e-03]
[ 2.45186564e-02 6.38513255e-02 2.42166192e-01 6.73722221e-02
-2.09743426e-01 -1.33263602e-01 1.19731191e-01 3.90804702e-02
-1.90822010e-01 1.00494622e-01]
[ 7.26738237e-02 3.62020935e-02 1.07694536e-01 7.76932650e-03
-2.40741244e-01 6.83874735e-02 6.03248181e-02 -2.70846644e-01
-1.72377442e-02 -8.84522992e-02]
[ -4.84399242e-03 1.09944532e-01 8.72034118e-02 -2.17434422e-02
-7.05533440e-02 1.78115335e-01 8.00709665e-02 1.19071439e-01
-1.49103934e-02 1.80156163e-01]
[ 2.20289461e-01 6.97380725e-02 2.81125646e-02 7.94343783e-02
3.83352144e-02 -2.30204810e-02 -1.65706123e-01 1.48261226e-01
-5.57208023e-02 -2.17114149e-02]
[ 4.61667868e-02 6.89214420e-03 1.84330257e-02 4.62883778e-02
-4.28303934e-01 -1.24355903e-01 -2.16477555e-01 4.15047357e-02
1.22801914e-01 1.97585434e-01]
[ 4.88968394e-02 5.10532912e-01 1.23831306e-01 4.21001913e-01
-1.14599296e+00 -3.04662793e-01 -5.98890280e-01 -7.19303983e-02
2.90904027e-01 3.33355208e-01]
[ 1.81262410e-01 5.06218669e-01 6.74000210e-02 4.30128322e-01
-9.33075953e-01 -8.51373934e-02 -4.45629562e-01 1.51363118e-01
2.12833230e-01 4.86030127e-01]
[ 2.58296780e-01 3.18320441e-01 2.47936846e-01 1.52940135e-01
-4.47392505e-01 7.88120578e-02 -2.26878678e-01 1.62997160e-01
2.43398764e-01 8.30692583e-02]
[ -7.29706653e-02 2.23027047e-01 2.41794907e-01 1.76805531e-02
-4.19609615e-02 1.30399148e-01 -1.03052830e-01 -1.50821327e-02
-3.19573642e-02 5.13006350e-02]
[ -9.69438895e-02 9.05354172e-04 2.54985360e-02 9.59463877e-02
-6.01075438e-02 1.15193741e-01 2.47280217e-01 2.03195695e-02
-2.72855826e-01 -9.08398718e-02]
[ -2.22204129e-01 -3.27784203e-02 -9.40192782e-02 -3.46186671e-01
1.87864287e-01 1.20063375e-01 1.09736877e-01 1.03286261e-01
-2.08634236e-01 3.04155004e-02]
[ 9.93014125e-03 -3.94501301e-01 -1.27581406e-01 -1.61875536e-01
3.72576163e-01 2.59254927e-02 1.86568662e-01 1.52450103e-01
-1.65609526e-01 -2.22503525e-01]
[ 1.21517890e-01 -2.31238069e-01 -1.51727900e-01 -1.71353554e-02
7.22792191e-02 -5.06773025e-02 7.98944011e-02 -1.52343852e-01
1.17791451e-01 -1.46127039e-01]
[ -1.20335701e-01 7.11215016e-02 2.62007207e-01 -1.28333464e-02
1.68241787e-01 8.26483349e-02 4.58088686e-02 -2.97963605e-01
-1.16382083e-01 -6.34942908e-02]
[ -3.52195970e-01 2.20382132e-02 1.24249965e-02 -3.22245166e-02
1.67243445e-01 -1.71994317e-01 1.55929148e-02 2.34060047e-01
-9.08535691e-02 6.89286703e-02]
[ 1.45475179e-01 2.54798068e-02 -2.34432166e-01 -8.27607979e-02
1.06196198e-01 -2.97731043e-01 6.47248330e-02 -1.67636396e-01
1.32077719e-03 -1.88463534e-01]
[ 2.08275602e-01 -1.88848847e-01 6.26342678e-02 -2.71327129e-02
1.04790694e-01 -3.42770111e-02 4.23800457e-02 -1.37136594e-01
1.09989705e-01 -1.84575464e-01]
[ -1.03975611e-01 -6.75826404e-02 1.21950929e-01 1.11022051e-01
3.87162720e-02 -1.14107163e-01 2.53254128e-01 -7.77402321e-02
1.84919766e-01 -2.13080712e-03]
[ -5.02562803e-03 -1.81786803e-01 1.99715758e-01 -2.48552962e-01
-7.72451610e-02 1.16721443e-01 6.93533679e-02 -1.17140799e-01
2.27661646e-02 2.20671276e-01]]
[[ 0.60969129]
[ 1.61750507]
[ 0.25132965]
[ 0.86355344]
[-2.70047891]
[-0.26134423]
[-1.64447854]
[ 0.05897386]
[ 0.69021225]
[ 0.88479979]]
Progress: 35.1% ... Training loss: 0.281 ... Validation loss: 0.457[[ 1.64752206e-01 2.24533402e-01 -1.04651784e-01 1.14234186e-01
-5.59139852e-01 -7.25828087e-02 -7.02796560e-02 1.22142225e-01
-5.57283849e-02 1.91045575e-01]
[ 1.51821672e-02 1.54864054e-01 -1.88350825e-02 4.71736508e-02
8.10872694e-02 -7.09105152e-03 3.09172460e-01 4.13783483e-02
1.42757124e-01 -2.63322507e-02]
[ 1.84641610e-01 6.97372052e-01 9.74905849e-03 -4.02956311e-02
5.14613495e-01 -2.21658185e-02 -7.79178733e-01 -4.05869493e-02
5.24387177e-02 2.74278640e-01]
[ 1.75615867e-02 -3.43376649e-01 -2.12300287e-01 1.16345090e-01
-9.02449592e-03 1.43550642e-01 1.69026399e-01 6.03051136e-02
8.17617627e-02 2.28547754e-01]
[ -1.70817696e-02 1.13530739e-01 -1.48762971e-01 4.03135144e-02
-3.60317640e-03 -1.80883242e-01 6.24129442e-02 -1.18536316e-01
-1.93404510e-01 -3.65806880e-02]
[ -3.81481783e-01 -6.04966284e-01 -2.95494465e-01 1.63399955e-01
-7.53200285e-03 4.01356541e-02 2.97297579e-01 -3.75056036e-02
-1.68000577e-02 -1.10638328e-02]
[ -3.83372409e-03 -2.08906564e-01 9.78758687e-03 9.04796443e-02
-3.14688809e-03 -7.11344288e-02 1.74783621e-01 -1.90623067e-01
1.94498671e-01 3.19020000e-02]
[ 1.11034555e-01 -2.47241161e-01 3.38375346e-02 -7.11193161e-02
6.48222639e-02 -4.79935724e-02 7.69552284e-02 1.19519420e-01
7.98677206e-02 -2.52646509e-02]
[ -1.72189628e-01 -1.31487875e-01 -3.02653765e-01 -1.86477883e-02
-1.62596079e-02 6.84215048e-02 -1.55029221e-01 -2.88068945e-02
2.64272121e-01 -1.29641201e-01]
[ 5.77542443e-02 -3.75576407e-01 9.04544762e-02 3.55201887e-02
-7.13804069e-02 -1.19287908e-01 1.72194991e-01 -1.03818997e-01
2.53177188e-02 1.06957153e-01]
[ -8.63980229e-02 -5.71931859e-02 -6.95682059e-05 -1.47071710e-01
-1.28715172e-02 1.86669671e-02 1.87004791e-01 -1.02977172e-01
-1.49637320e-02 -1.28625714e-01]
[ -1.23667037e-01 -1.63107622e-01 -7.20242017e-02 -6.80111458e-03
3.87402509e-01 1.02710341e-01 1.20963108e-01 -1.66116947e-02
-1.74586054e-01 -2.19741825e-01]
[ -1.57316443e-01 3.89074964e-03 6.17400943e-02 2.12315502e-02
-1.71495447e-01 -2.19553248e-01 -1.77234405e-01 -1.97060357e-01
8.64911412e-02 1.73479054e-01]
[ -2.67619902e-01 -3.22239376e-01 1.01127024e-01 2.31505641e-01
-1.00749381e-01 -7.00530780e-02 6.42917594e-02 -2.59122968e-01
-2.55754325e-01 -6.58079105e-02]
[ 1.07548551e-01 -1.65818900e-01 -2.00342442e-02 1.24255074e-01
-4.42406637e-02 -8.93072636e-02 2.18637569e-01 3.57234783e-03
3.14494916e-02 1.08321463e-02]
[ 3.90228720e-02 -8.83467294e-02 -2.10127228e-01 1.54009849e-01
-5.78762105e-02 8.31089269e-02 -4.90100306e-02 -1.96625919e-02
-8.75519382e-02 -1.91099787e-03]
[ -1.12775404e-01 -5.48928774e-02 -1.98862086e-01 1.68052267e-01
-2.40820124e-02 1.30905425e-01 -1.02654239e-02 -2.49467733e-01
7.97326439e-02 -1.86429184e-01]
[ -6.83251228e-02 -3.97294995e-02 2.75741361e-01 9.98286034e-02
1.16889220e-01 -6.13822484e-02 -1.23003398e-01 1.20689879e-01
7.42190486e-02 3.51599914e-02]
[ 5.27113581e-02 -3.55927934e-02 8.60944572e-02 8.20347146e-02
6.87090597e-02 -1.53122167e-02 2.37358954e-01 1.20002478e-01
-3.29112974e-02 -6.88766918e-02]
[ 9.27004370e-03 -1.52282442e-01 -2.91575193e-01 -5.17597453e-02
1.63585285e-01 -9.19756006e-02 1.56156469e-01 1.63337523e-01
1.08342028e-01 -3.05338990e-02]
[ 5.08756631e-02 -1.28875644e-02 -1.15661483e-01 4.71500374e-02
-1.05767314e-01 3.20986107e-01 2.59279096e-01 2.04994729e-01
-1.58145167e-01 -5.88036060e-02]
[ 3.61840920e-03 -7.41191012e-03 1.23407185e-01 1.08248470e-01
-7.92168225e-03 1.04804938e-01 -1.23104758e-01 -4.14680801e-02
2.15203936e-01 8.03133997e-02]
[ 1.12102945e-01 7.99036794e-02 -4.47522115e-02 -9.57215417e-02
-1.04290297e-01 -3.30950897e-01 1.12351518e-01 8.80684804e-03
1.44945166e-01 9.20625858e-02]
[ -1.00878957e-01 -1.75416292e-02 -1.56658162e-02 2.23857026e-02
4.60252790e-03 -2.03851104e-01 -7.77148150e-02 -1.99511456e-02
1.61221751e-02 1.27301005e-01]
[ -1.52074355e-01 -1.01951411e-01 -2.00109310e-01 -1.13012768e-02
-2.73795034e-01 -2.33198219e-03 2.51170986e-02 -2.44019972e-02
-2.88974083e-03 5.22545839e-02]
[ -3.18865816e-02 -1.07168050e-01 -7.54488863e-02 -1.28646256e-01
5.35269691e-01 2.76377550e-01 5.77966658e-01 1.12907429e-01
-1.83104919e-01 -3.79450129e-01]
[ -1.78352124e-02 -4.03058356e-01 -3.07745744e-02 -7.46958734e-02
6.63659225e-01 1.01305626e-01 5.36245843e-01 9.13016986e-02
2.84380260e-02 -3.86524036e-01]
[ 1.01864436e-02 -4.58606631e-01 -4.37211921e-02 -1.08199879e-01
6.78695411e-01 2.36991702e-02 5.04446563e-01 4.85910630e-02
-3.64637802e-01 -2.20246119e-01]
[ -1.69725453e-01 -5.99699319e-01 -9.02642762e-03 -2.01580521e-01
7.64955481e-01 -9.13018973e-02 6.26959229e-01 -8.27557661e-02
-6.64232073e-02 8.54463766e-02]
[ -2.93174775e-01 -4.14862447e-01 5.63189820e-02 -4.52134244e-02
9.07989890e-01 1.41461532e-01 4.30597708e-01 4.77981099e-02
-8.70130836e-02 -1.33945440e-01]
[ -2.06590329e-01 -3.15318293e-01 2.51104925e-01 -2.43984863e-01
6.66891483e-01 -4.42050349e-02 6.98873223e-01 1.29686806e-02
-2.57912771e-01 -2.87990994e-02]
[ -1.28679191e-01 -2.23503458e-01 -1.80199199e-01 -9.86826560e-02
4.81572449e-01 -2.30904393e-01 1.77634659e-01 1.69133531e-01
-7.27677521e-03 -1.16248041e-01]
[ 1.03786457e-01 2.32998793e-01 1.60762172e-01 -1.01902416e-01
-5.34735536e-02 5.31535031e-02 -1.37176544e-01 2.82169613e-01
6.68608265e-02 1.68763651e-01]
[ 3.46926274e-01 3.22578952e-01 -8.39037663e-02 3.09188732e-01
-8.72980116e-01 -2.86423878e-01 -4.74454846e-01 1.76964916e-01
3.80481959e-01 -3.56850436e-02]
[ 4.56928756e-02 1.29433782e-01 2.52454432e-01 2.47212693e-01
-5.28373804e-02 -1.95450419e-01 -1.73601319e-01 -1.33139777e-01
-1.41243510e-01 -2.91633407e-01]
[ 2.50263102e-02 -6.11724481e-02 -1.17811569e-01 -5.19966226e-02
2.26171984e-01 3.97866967e-02 -9.60976257e-03 -1.84489471e-01
3.56020094e-02 2.09408321e-01]
[ 1.87795555e-03 -4.98692248e-02 -6.67180903e-02 -5.04611392e-02
-2.59072994e-02 -1.77533339e-01 8.39126472e-02 1.00040326e-02
3.77739486e-02 5.26360317e-03]
[ 2.52772035e-02 6.60551360e-02 2.42486738e-01 6.84961217e-02
-2.13301534e-01 -1.33596223e-01 1.17579065e-01 3.91578181e-02
-1.89908517e-01 1.01636407e-01]
[ 7.35407437e-02 3.87468791e-02 1.08034506e-01 9.05112845e-03
-2.44760153e-01 6.80049036e-02 5.78548650e-02 -2.70761151e-01
-1.62688367e-02 -8.71338186e-02]
[ -3.82247060e-03 1.12289551e-01 8.76129019e-02 -2.03301491e-02
-7.47502628e-02 1.77683707e-01 7.76092371e-02 1.19167229e-01
-1.37732027e-02 1.81590165e-01]
[ 2.20626562e-01 7.09917708e-02 2.82979032e-02 8.00901841e-02
3.62275434e-02 -2.32218043e-02 -1.66878116e-01 1.48305205e-01
-5.52280802e-02 -2.10568727e-02]
[ 4.63479659e-02 7.44607237e-03 1.85039534e-02 4.65359730e-02
-4.29377672e-01 -1.24410306e-01 -2.16859619e-01 4.15218966e-02
1.23001125e-01 1.97776587e-01]
[ 4.87317851e-02 5.10186126e-01 1.23784020e-01 4.20806011e-01
-1.14584363e+00 -3.04600908e-01 -5.98282481e-01 -7.19421333e-02
2.90764426e-01 3.33128762e-01]
[ 1.81073172e-01 5.05423938e-01 6.73162576e-02 4.29835058e-01
-9.32225044e-01 -8.50129338e-02 -4.45095203e-01 1.51343940e-01
2.12667270e-01 4.85790137e-01]
[ 2.59003462e-01 3.20051316e-01 2.48267350e-01 1.54096304e-01
-4.50996583e-01 7.84870308e-02 -2.28715548e-01 1.63072520e-01
2.44309417e-01 8.42153749e-02]
[ -7.26328095e-02 2.23881021e-01 2.41928046e-01 1.81709330e-02
-4.31685670e-02 1.30257886e-01 -1.03922304e-01 -1.50485736e-02
-3.15637542e-02 5.18133268e-02]
[ -9.67202941e-02 1.36791660e-03 2.55930869e-02 9.62647247e-02
-6.10566523e-02 1.15095848e-01 2.46764766e-01 2.03420904e-02
-2.72599931e-01 -9.05000722e-02]
[ -2.22169988e-01 -3.27181458e-02 -9.40004876e-02 -3.46123157e-01
1.87683990e-01 1.20043780e-01 1.09669765e-01 1.03290588e-01
-2.08584379e-01 3.04781734e-02]
[ 1.03979490e-02 -3.93645503e-01 -1.27386856e-01 -1.61201889e-01
3.70586968e-01 2.57257995e-02 1.85462128e-01 1.52496005e-01
-1.65080107e-01 -2.21845494e-01]
[ 1.23799815e-01 -2.25309235e-01 -1.50776758e-01 -1.35775089e-02
6.09898876e-02 -5.17041337e-02 7.37546668e-02 -1.52114542e-01
1.20597876e-01 -1.42624731e-01]
[ -1.20204360e-01 7.16212914e-02 2.62053728e-01 -1.26415586e-02
1.67616287e-01 8.25949272e-02 4.55356941e-02 -2.97943906e-01
-1.16231152e-01 -6.33052941e-02]
[ -3.51594743e-01 2.33120456e-02 1.26895087e-02 -3.13552573e-02
1.65092531e-01 -1.72247125e-01 1.40151467e-02 2.34115873e-01
-9.01238594e-02 6.98905179e-02]
[ 1.46493876e-01 2.75383599e-02 -2.33969547e-01 -8.11451959e-02
1.01201894e-01 -2.98168932e-01 6.26206105e-02 -1.67530337e-01
2.60554186e-03 -1.86878245e-01]
[ 2.08814382e-01 -1.87880707e-01 6.28643967e-02 -2.63614568e-02
1.02526849e-01 -3.45025836e-02 4.12128015e-02 -1.37083895e-01
1.10508341e-01 -1.83793373e-01]
[ -1.02909197e-01 -6.48278739e-02 1.22388857e-01 1.12552501e-01
3.40473534e-02 -1.14561489e-01 2.50412472e-01 -7.76356878e-02
1.86090933e-01 -7.34485655e-04]
[ -4.28574725e-03 -1.79607175e-01 2.00027973e-01 -2.47530977e-01
-8.10563765e-02 1.16411298e-01 6.72892271e-02 -1.17075487e-01
2.36060703e-02 2.21741290e-01]]
[[ 0.63485043]
[ 1.63884889]
[ 0.2730727 ]
[ 0.88646818]
[-2.67770349]
[-0.24191416]
[-1.62334051]
[ 0.0806223 ]
[ 0.71297428]
[ 0.90886043]]
Progress: 35.1% ... Training loss: 0.287 ... Validation loss: 0.467[[ 1.62836766e-01 2.20172502e-01 -1.05460286e-01 1.11270718e-01
-5.49206028e-01 -7.17170209e-02 -6.60583289e-02 1.21890701e-01
-5.79964278e-02 1.88216458e-01]
[ 1.45977691e-02 1.53797559e-01 -1.90812291e-02 4.64290159e-02
8.27994301e-02 -6.86313560e-03 3.10283528e-01 4.13023321e-02
1.42072040e-01 -2.71632121e-02]
[ 1.85131836e-01 6.97252959e-01 9.94599158e-03 -3.98989783e-02
5.15532818e-01 -2.22172858e-02 -7.78868273e-01 -4.05391553e-02
5.26991025e-02 2.74756351e-01]
[ 1.96116919e-02 -3.37733739e-01 -2.11374484e-01 1.19185705e-01
-1.52445456e-02 1.42779136e-01 1.64378675e-01 6.05362956e-02
8.39700944e-02 2.31319630e-01]
[ -1.66535438e-02 1.14696901e-01 -1.48697471e-01 4.05370620e-02
-3.07410520e-03 -1.81035799e-01 6.04923559e-02 -1.18480172e-01
-1.93039862e-01 -3.62372248e-02]
[ -3.81439742e-01 -6.05391936e-01 -2.95468287e-01 1.63550018e-01
-8.35019257e-03 4.01077678e-02 2.97382975e-01 -3.74979913e-02
-1.67053969e-02 -1.09832656e-02]
[ -6.81932138e-03 -2.15647401e-01 8.51558475e-03 8.61894676e-02
9.88720003e-03 -6.99753022e-02 1.81397792e-01 -1.90990600e-01
1.91202439e-01 2.77197261e-02]
[ 1.10468587e-01 -2.48905230e-01 3.35836899e-02 -7.20413957e-02
6.63456683e-02 -4.77240741e-02 7.85260321e-02 1.19432883e-01
7.91797089e-02 -2.61344839e-02]
[ -1.73317808e-01 -1.34040326e-01 -3.03096567e-01 -2.01352812e-02
-1.25395978e-02 6.88494366e-02 -1.51834829e-01 -2.89453303e-02
2.63028265e-01 -1.31284622e-01]
[ 5.37849198e-02 -3.84955908e-01 8.87880627e-02 3.00744834e-02
-5.71703899e-02 -1.17727926e-01 1.82099554e-01 -1.04308660e-01
2.08691765e-02 1.01352143e-01]
[ -8.68752901e-02 -5.88547798e-02 -2.56413371e-04 -1.47826174e-01
-1.09277112e-02 1.88314957e-02 1.88166016e-01 -1.03040223e-01
-1.53978423e-02 -1.29302116e-01]
[ -1.23640627e-01 -1.63226321e-01 -7.20195635e-02 -6.82340655e-03
3.87993841e-01 1.02723851e-01 1.20959893e-01 -1.66134950e-02
-1.74546948e-01 -2.19701172e-01]
[ -1.57533965e-01 3.66753400e-03 6.16462445e-02 2.09043254e-02
-1.70781290e-01 -2.19462599e-01 -1.76832215e-01 -1.97090736e-01
8.62012488e-02 1.73104853e-01]
[ -2.67090287e-01 -3.21131019e-01 1.01357510e-01 2.32198000e-01
-1.01875556e-01 -7.02154004e-02 6.30648003e-02 -2.59056523e-01
-2.55158692e-01 -6.50984602e-02]
[ 1.07197076e-01 -1.67107076e-01 -2.01701071e-02 1.23896103e-01
-4.44175061e-02 -8.92230669e-02 2.19679362e-01 3.53065274e-03
3.11011065e-02 1.03869483e-02]
[ 3.78575489e-02 -9.06966786e-02 -2.10631433e-01 1.52368711e-01
-5.31700876e-02 8.35536581e-02 -4.65119811e-02 -1.98073908e-02
-8.88500862e-02 -3.53926126e-03]
[ -1.13570449e-01 -5.66147308e-02 -1.99210901e-01 1.66885658e-01
-2.05718279e-02 1.31209693e-01 -8.56916885e-03 -2.49559103e-01
7.88716196e-02 -1.87503235e-01]
[ -6.95171453e-02 -4.24357199e-02 2.75256986e-01 9.81625767e-02
1.21950680e-01 -6.09313976e-02 -1.20429950e-01 1.20538264e-01
7.28869184e-02 3.35175700e-02]
[ 5.28832142e-02 -3.54960895e-02 8.61246783e-02 8.21271911e-02
6.85854063e-02 -1.53307463e-02 2.37037885e-01 1.20009177e-01
-3.27946903e-02 -6.87863851e-02]
[ 9.07376208e-03 -1.53279615e-01 -2.91661488e-01 -5.20212657e-02
1.63704385e-01 -9.18785206e-02 1.57356624e-01 1.63313663e-01
1.08121881e-01 -3.08813773e-02]
[ 5.08088628e-02 -1.29842629e-02 -1.15684620e-01 4.70672900e-02
-1.05612272e-01 3.21005831e-01 2.59412170e-01 2.04988294e-01
-1.58216015e-01 -5.88889264e-02]
[ 3.10690082e-03 -8.44107070e-03 1.23205399e-01 1.07478130e-01
-6.00660740e-03 1.05013179e-01 -1.22271537e-01 -4.15367270e-02
2.14652188e-01 7.96613607e-02]
[ 1.12067621e-01 7.97432833e-02 -4.47405791e-02 -9.57127023e-02
-1.03437455e-01 -3.30928295e-01 1.12798632e-01 8.80762075e-03
1.44820102e-01 9.19765329e-02]
[ -1.01000673e-01 -1.78480946e-02 -1.57082894e-02 2.22149778e-02
5.04457220e-03 -2.03815119e-01 -7.74108591e-02 -1.99661582e-02
1.59842625e-02 1.27126844e-01]
[ -1.52978034e-01 -1.03883388e-01 -2.00497169e-01 -1.25265613e-02
-2.71670923e-01 -1.99013956e-03 2.74028236e-02 -2.45173722e-02
-3.79001277e-03 5.09748519e-02]
[ -3.24195748e-02 -1.08568106e-01 -7.56789240e-02 -1.29420009e-01
5.37423701e-01 2.76585948e-01 5.79309458e-01 1.12836389e-01
-1.83727702e-01 -3.80256178e-01]
[ -1.80102108e-02 -4.03685592e-01 -3.08594981e-02 -7.49776434e-02
6.64288640e-01 1.01381225e-01 5.36886858e-01 9.12765314e-02
2.82292264e-02 -3.86819514e-01]
[ 1.02329059e-02 -4.58508565e-01 -4.37012125e-02 -1.08134201e-01
6.78507880e-01 2.36825020e-02 5.04354264e-01 4.85967922e-02
-3.64590660e-01 -2.20182584e-01]
[ -1.70393331e-01 -6.01149789e-01 -9.31812277e-03 -2.02514820e-01
7.67467366e-01 -9.10491294e-02 6.28500419e-01 -8.28408887e-02
-6.71863361e-02 8.45726135e-02]
[ -2.93144952e-01 -4.15145662e-01 5.63644202e-02 -4.50686053e-02
9.07699522e-01 1.41420692e-01 4.30789566e-01 4.78136136e-02
-8.68906721e-02 -1.33781328e-01]
[ -2.06963344e-01 -3.16033484e-01 2.50951198e-01 -2.44498785e-01
6.68462228e-01 -4.40682115e-02 6.99580907e-01 1.29208067e-02
-2.58323384e-01 -2.93024298e-02]
[ -1.28843497e-01 -2.23730515e-01 -1.80265207e-01 -9.89007224e-02
4.82154598e-01 -2.30843048e-01 1.77918669e-01 1.69114017e-01
-7.45545153e-03 -1.16478662e-01]
[ 1.03677809e-01 2.32822099e-01 1.60711692e-01 -1.02066349e-01
-5.33909226e-02 5.32002991e-02 -1.37141657e-01 2.82145306e-01
6.67311212e-02 1.68594133e-01]
[ 3.47430222e-01 3.23699866e-01 -8.37033099e-02 3.09805512e-01
-8.73877770e-01 -2.86567298e-01 -4.75760448e-01 1.77025188e-01
3.81035780e-01 -3.49871031e-02]
[ 4.57581750e-02 1.29574638e-01 2.52510318e-01 2.47330203e-01
-5.31399391e-02 -1.95474908e-01 -1.73740199e-01 -1.33129963e-01
-1.41138205e-01 -2.91523807e-01]
[ 2.46438889e-02 -6.22393356e-02 -1.18006931e-01 -5.26423577e-02
2.27914131e-01 3.99609071e-02 -8.67237284e-03 -1.84548041e-01
3.50990619e-02 2.08794557e-01]
[ 1.69097877e-03 -5.03667814e-02 -6.68078194e-02 -5.07096110e-02
-2.53194152e-02 -1.77471430e-01 8.43728673e-02 9.98387359e-03
3.75694088e-02 5.00940710e-03]
[ 2.47869086e-02 6.48697654e-02 2.42299869e-01 6.78226347e-02
-2.11324570e-01 -1.33415913e-01 1.18748407e-01 3.90984108e-02
-1.90441937e-01 1.00955819e-01]
[ 7.38481765e-02 3.93353383e-02 1.08160163e-01 9.47795439e-03
-2.45853089e-01 6.78860046e-02 5.72468567e-02 -2.70723034e-01
-1.59215256e-02 -8.66951119e-02]
[ -4.16607089e-03 1.11420895e-01 8.74617649e-02 -2.08255511e-02
-7.33499903e-02 1.77818147e-01 7.84896674e-02 1.19123350e-01
-1.41656700e-02 1.81098250e-01]
[ 2.20402385e-01 7.04333918e-02 2.82023812e-02 7.97797417e-02
3.71451121e-02 -2.31420630e-02 -1.66330083e-01 1.48277288e-01
-5.54748451e-02 -2.13769549e-02]
[ 4.59974823e-02 6.88457311e-03 1.83616920e-02 4.60213092e-02
-4.28170017e-01 -1.24279854e-01 -2.16103999e-01 4.14757393e-02
1.22556698e-01 1.97202617e-01]
[ 4.95637732e-02 5.12044474e-01 1.24177921e-01 4.21984544e-01
-1.14889009e+00 -3.04886987e-01 -5.99868515e-01 -7.18226447e-02
2.91667649e-01 3.34222126e-01]
[ 1.80241459e-01 5.03474290e-01 6.69461406e-02 4.28695159e-01
-9.30491762e-01 -8.46975532e-02 -4.43084634e-01 1.51228849e-01
2.11838926e-01 4.84588313e-01]
[ 2.59003462e-01 3.20051316e-01 2.48267350e-01 1.54096304e-01
-4.50996583e-01 7.84870308e-02 -2.28715548e-01 1.63072520e-01
2.44309417e-01 8.42153749e-02]
[ -7.27362594e-02 2.23715406e-01 2.41877429e-01 1.80284354e-02
-4.28206493e-02 1.30297595e-01 -1.03725127e-01 -1.50617852e-02
-3.16767146e-02 5.16882999e-02]
[ -9.74075645e-02 -2.62298844e-04 2.53151625e-02 9.53670630e-02
-5.83459949e-02 1.15349406e-01 2.48388179e-01 2.02663122e-02
-2.73347801e-01 -9.13789365e-02]
[ -2.22833717e-01 -3.41437235e-02 -9.42866700e-02 -3.47080602e-01
1.90324506e-01 1.20298465e-01 1.11152261e-01 1.03206754e-01
-2.09318389e-01 2.95195191e-02]
[ 1.02612464e-02 -3.94045832e-01 -1.27448050e-01 -1.61390272e-01
3.71068088e-01 2.57787396e-02 1.85849579e-01 1.52479219e-01
-1.65231303e-01 -2.22050070e-01]
[ 1.20923093e-01 -2.31982900e-01 -1.51985621e-01 -1.74234803e-02
6.95853181e-02 -5.06479838e-02 8.07766944e-02 -1.52460976e-01
1.17566338e-01 -1.46596521e-01]
[ -1.20231760e-01 7.11771868e-02 2.62080559e-01 -1.26778215e-02
1.68425987e-01 8.26146996e-02 4.58254275e-02 -2.97944189e-01
-1.16240694e-01 -6.33919273e-02]
[ -3.51422629e-01 2.32492491e-02 1.27638781e-02 -3.11367864e-02
1.64454521e-01 -1.72327724e-01 1.38348086e-02 2.34131613e-01
-8.99332971e-02 7.00365566e-02]
[ 1.47263152e-01 2.94994161e-02 -2.33639588e-01 -8.01416324e-02
9.92409907e-02 -2.98400892e-01 6.10033300e-02 -1.67431787e-01
3.32044892e-03 -1.85873660e-01]
[ 2.07343095e-01 -1.91603917e-01 6.21875828e-02 -2.85926367e-02
1.08725283e-01 -3.38857329e-02 4.48647027e-02 -1.37286008e-01
1.08770172e-01 -1.85994102e-01]
[ -1.03737991e-01 -6.67248434e-02 1.22038156e-01 1.11394245e-01
3.74775193e-02 -1.14253149e-01 2.52224334e-01 -7.77403165e-02
1.85172971e-01 -1.90355704e-03]
[ -4.66063774e-03 -1.80150495e-01 1.99890721e-01 -2.48031027e-01
-8.00318807e-02 1.16551415e-01 6.77760844e-02 -1.17121212e-01
2.32643729e-02 2.21403931e-01]]
[[ 0.61962725]
[ 1.62958525]
[ 0.25820562]
[ 0.8717379 ]
[-2.69315351]
[-0.25595832]
[-1.64256285]
[ 0.06744599]
[ 0.69651844]
[ 0.89426803]]
Progress: 35.2% ... Training loss: 0.276 ... Validation loss: 0.451[[ 1.62361213e-01 2.19468215e-01 -1.05644540e-01 1.10562321e-01
-5.46113761e-01 -7.16449869e-02 -6.49222257e-02 1.21859687e-01
-5.83999940e-02 1.87875294e-01]
[ 1.45117876e-02 1.53722896e-01 -1.91306381e-02 4.62485092e-02
8.34889039e-02 -6.82769717e-03 3.10503388e-01 4.12886825e-02
1.41940211e-01 -2.72896085e-02]
[ 1.85418410e-01 7.02771972e-01 9.97504271e-03 -3.97837160e-02
5.17177510e-01 -2.23734256e-02 -7.82955397e-01 -4.05294871e-02
5.29317024e-02 2.75311590e-01]
[ 2.20870080e-02 -3.35101062e-01 -2.10288812e-01 1.22665124e-01
-2.44298424e-02 1.41751156e-01 1.60480420e-01 6.08195979e-02
8.68688553e-02 2.34898366e-01]
[ -1.80373987e-02 1.12219615e-01 -1.49220019e-01 3.84780249e-02
3.29259782e-03 -1.80490464e-01 6.34161561e-02 -1.18643955e-01
-1.94567095e-01 -3.80373930e-02]
[ -3.80187568e-01 -6.04263507e-01 -2.94944195e-01 1.65335381e-01
-1.39865075e-02 3.95589884e-02 2.95479363e-01 -3.73490521e-02
-1.52253371e-02 -9.13564128e-03]
[ -6.72654751e-03 -2.14903038e-01 8.56358038e-03 8.64169181e-02
9.22906695e-03 -7.00708548e-02 1.81206068e-01 -1.90966429e-01
1.91392030e-01 2.80148762e-02]
[ 1.11078981e-01 -2.46594167e-01 3.38941581e-02 -7.11018373e-02
6.42594556e-02 -4.80513212e-02 7.65444115e-02 1.19505911e-01
8.00111639e-02 -2.50961830e-02]
[ -1.73656518e-01 -1.34863368e-01 -3.03224119e-01 -2.06250363e-02
-1.14956767e-02 6.89792317e-02 -1.50757104e-01 -2.89825219e-02
2.62674073e-01 -1.31783683e-01]
[ 5.49652490e-02 -3.81982133e-01 8.92899875e-02 3.17957368e-02
-6.12080910e-02 -1.18314047e-01 1.79144890e-01 -1.04158485e-01
2.23651926e-02 1.03348303e-01]
[ -8.65997055e-02 -5.87305469e-02 -9.97156155e-05 -1.47324895e-01
-1.29485609e-02 1.86454759e-02 1.88274271e-01 -1.02999851e-01
-1.49678375e-02 -1.28848270e-01]
[ -1.23479909e-01 -1.62963515e-01 -7.19231828e-02 -6.58332250e-03
3.86715652e-01 1.02654207e-01 1.20807071e-01 -1.65950956e-02
-1.74326055e-01 -2.19469164e-01]
[ -1.57533965e-01 3.66753400e-03 6.16462445e-02 2.09043254e-02
-1.70781290e-01 -2.19462599e-01 -1.76832215e-01 -1.97090736e-01
8.62012488e-02 1.73104853e-01]
[ -2.66914773e-01 -3.21388687e-01 1.01457591e-01 2.32538476e-01
-1.03476920e-01 -7.03086512e-02 6.32891599e-02 -2.59031829e-01
-2.54923941e-01 -6.48493820e-02]
[ 1.07455065e-01 -1.67052989e-01 -2.00565526e-02 1.24293567e-01
-4.56743494e-02 -8.93267025e-02 2.19484194e-01 3.56082314e-03
3.14264203e-02 1.07745265e-02]
[ 3.94847900e-02 -8.70606713e-02 -2.09959243e-01 1.54644003e-01
-5.93809409e-02 8.28344285e-02 -5.06953172e-02 -1.96186580e-02
-8.69806428e-02 -1.10056152e-03]
[ -1.14711581e-01 -5.92791640e-02 -1.99664711e-01 1.65356849e-01
-1.63444151e-02 1.31653442e-01 -5.72855751e-03 -2.49673036e-01
7.76948426e-02 -1.88981077e-01]
[ -6.92571741e-02 -4.20084426e-02 2.75355716e-01 9.85129573e-02
1.21247017e-01 -6.10378028e-02 -1.20691808e-01 1.20567184e-01
7.31467898e-02 3.38375863e-02]
[ 5.30531615e-02 -3.47050937e-02 8.61664318e-02 8.22871702e-02
6.81098240e-02 -1.53997993e-02 2.36331837e-01 1.20022409e-01
-3.26464447e-02 -6.85421592e-02]
[ 9.43042762e-03 -1.51521359e-01 -2.91508708e-01 -5.15047301e-02
1.62804069e-01 -9.20400328e-02 1.55856424e-01 1.63354432e-01
1.08574138e-01 -3.02182757e-02]
[ 5.14830643e-02 -1.13669533e-02 -1.15381104e-01 4.81064441e-02
-1.08785515e-01 3.20689850e-01 2.57926584e-01 2.05068108e-01
-1.57364883e-01 -5.79521192e-02]
[ 2.34663450e-03 -1.02609148e-02 1.22912745e-01 1.06398683e-01
-2.76302570e-03 1.05300560e-01 -1.20211591e-01 -4.16194990e-02
2.13843526e-01 7.86228790e-02]
[ 1.11873780e-01 7.92914316e-02 -4.47982276e-02 -9.59775249e-02
-1.03149196e-01 -3.30854158e-01 1.13288715e-01 8.78664979e-03
1.44604981e-01 9.17020174e-02]
[ -1.00982066e-01 -1.79597541e-02 -1.57074849e-02 2.22331326e-02
4.99394600e-03 -2.03824425e-01 -7.73285339e-02 -1.99645678e-02
1.59967220e-02 1.27113069e-01]
[ -1.52806299e-01 -1.03501052e-01 -2.00421465e-01 -1.22883011e-02
-2.72394424e-01 -2.05881678e-03 2.70384632e-02 -2.44986741e-02
-3.59601358e-03 5.12219732e-02]
[ -3.20448095e-02 -1.07790658e-01 -7.55265894e-02 -1.28883100e-01
5.36043267e-01 2.76425429e-01 5.78571196e-01 1.12879930e-01
-1.83277535e-01 -3.79712473e-01]
[ -1.79921063e-02 -4.04276783e-01 -3.08356468e-02 -7.48857469e-02
6.64128701e-01 1.01344691e-01 5.37156380e-01 9.12864513e-02
2.82939461e-02 -3.86741943e-01]
[ 1.02889028e-02 -4.58857815e-01 -4.36757527e-02 -1.08034542e-01
6.78193769e-01 2.36513818e-02 5.04631316e-01 4.86049203e-02
-3.64511203e-01 -2.20120840e-01]
[ -1.70431155e-01 -6.01393651e-01 -9.31941812e-03 -2.02513547e-01
7.67475861e-01 -9.10482057e-02 6.28887730e-01 -8.28451233e-02
-6.71563671e-02 8.45744554e-02]
[ -2.93110101e-01 -4.15076801e-01 5.63797520e-02 -4.50173279e-02
9.07588380e-01 1.41405920e-01 4.30709053e-01 4.78176368e-02
-8.68505052e-02 -1.33728893e-01]
[ -2.07114551e-01 -3.16519699e-01 2.50895021e-01 -2.44686128e-01
6.69047235e-01 -4.40181941e-02 7.00045560e-01 1.29084743e-02
-2.58468954e-01 -2.94820158e-02]
[ -1.29008200e-01 -2.24125951e-01 -1.80324591e-01 -9.91098861e-02
4.82865943e-01 -2.30772758e-01 1.78395486e-01 1.69097423e-01
-7.60375982e-03 -1.16675626e-01]
[ 1.04374865e-01 2.34130620e-01 1.60999406e-01 -1.01084072e-01
-5.61079581e-02 5.29091997e-02 -1.38695910e-01 2.82222037e-01
6.74997398e-02 1.69611358e-01]
[ 3.47566113e-01 3.23741130e-01 -8.36467381e-02 3.09884467e-01
-8.73995214e-01 -2.86631700e-01 -4.76220250e-01 1.77042261e-01
3.81193440e-01 -3.47776981e-02]
[ 4.58938695e-02 1.29947183e-01 2.52575624e-01 2.47515142e-01
-5.38225093e-02 -1.95538825e-01 -1.74162884e-01 -1.33113196e-01
-1.40965252e-01 -2.91308836e-01]
[ 2.40872957e-02 -6.36694135e-02 -1.18232304e-01 -5.34330884e-02
2.30307536e-01 4.01773884e-02 -7.18153946e-03 -1.84607853e-01
3.44759703e-02 2.08039847e-01]
[ 1.30581046e-03 -5.11863906e-02 -6.69555198e-02 -5.12522343e-02
-2.36522652e-02 -1.77335631e-01 8.53924527e-02 9.94317469e-03
3.71457789e-02 4.47891045e-03]
[ 2.47631050e-02 6.50248466e-02 2.42303570e-01 6.78089217e-02
-2.11156317e-01 -1.33404740e-01 1.18714730e-01 3.90972001e-02
-1.90458672e-01 1.00962883e-01]
[ 7.41097966e-02 4.00061612e-02 1.08269707e-01 9.85971665e-03
-2.46972348e-01 6.77733910e-02 5.65253220e-02 -2.70694749e-01
-1.56377238e-02 -8.62923761e-02]
[ -3.50573154e-03 1.12757603e-01 8.77019357e-02 -1.98976013e-02
-7.59221740e-02 1.77539500e-01 7.70142128e-02 1.19194844e-01
-1.34053989e-02 1.82015415e-01]
[ 2.21328570e-01 7.29926717e-02 2.85945149e-02 8.11056578e-02
3.34113318e-02 -2.35096200e-02 -1.68762112e-01 1.48374222e-01
-5.43958111e-02 -2.00080943e-02]
[ 4.59376100e-02 6.86581956e-03 1.83265915e-02 4.58704085e-02
-4.27843478e-01 -1.24244652e-01 -2.16148135e-01 4.14646370e-02
1.22444640e-01 1.97043798e-01]
[ 4.99662641e-02 5.12917687e-01 1.24324692e-01 4.22510197e-01
-1.15035964e+00 -3.05039034e-01 -6.00514175e-01 -7.17793031e-02
2.92062222e-01 3.34674213e-01]
[ 1.79356892e-01 5.01991203e-01 6.65871392e-02 4.27445043e-01
-9.27746515e-01 -8.43627455e-02 -4.41205591e-01 1.51129362e-01
2.10906509e-01 4.83374864e-01]
[ 2.59156034e-01 3.20745426e-01 2.48352029e-01 1.54373007e-01
-4.51952084e-01 7.84037648e-02 -2.29264279e-01 1.63095078e-01
2.44497197e-01 8.44944223e-02]
[ -7.26612981e-02 2.24176305e-01 2.41918677e-01 1.81758899e-02
-4.32905593e-02 1.30249817e-01 -1.03920269e-01 -1.50451827e-02
-3.15634299e-02 5.18218827e-02]
[ -9.74543723e-02 -1.75853918e-04 2.52952675e-02 9.53094891e-02
-5.83168498e-02 1.15369666e-01 2.48326623e-01 2.02607091e-02
-2.73402366e-01 -9.14555515e-02]
[ -2.22944982e-01 -3.44032793e-02 -9.43244364e-02 -3.47220446e-01
1.90723823e-01 1.20339211e-01 1.11433986e-01 1.03196692e-01
-2.09427994e-01 2.94036717e-02]
[ 1.03691609e-02 -3.94013179e-01 -1.27396170e-01 -1.61198271e-01
3.70500309e-01 2.57255272e-02 1.85717238e-01 1.52493901e-01
-1.65100866e-01 -2.21881010e-01]
[ 1.22058524e-01 -2.28933772e-01 -1.51479013e-01 -1.56633977e-02
6.46608040e-02 -5.11253501e-02 7.79225592e-02 -1.52328178e-01
1.18945922e-01 -1.44851668e-01]
[ -1.20954947e-01 6.93051851e-02 2.61805067e-01 -1.36496143e-02
1.71279255e-01 8.28917690e-02 4.78861845e-02 -2.98020675e-01
-1.17071883e-01 -6.43905623e-02]
[ -3.51349029e-01 2.31345853e-02 1.27879602e-02 -3.11013845e-02
1.64582239e-01 -1.72383333e-01 1.42779479e-02 2.34140401e-01
-8.98631799e-02 7.00583481e-02]
[ 1.46828175e-01 2.84090133e-02 -2.33846553e-01 -8.08151699e-02
1.01294437e-01 -2.98228315e-01 6.21115253e-02 -1.67479674e-01
2.77129441e-03 -1.86478549e-01]
[ 2.09108385e-01 -1.88274287e-01 6.29421645e-02 -2.60406645e-02
1.01904177e-01 -3.46958680e-02 4.09181107e-02 -1.37077898e-01
1.10901904e-01 -1.83340199e-01]
[ -1.04312974e-01 -6.80518036e-02 1.21830408e-01 1.10666124e-01
3.94457453e-02 -1.14051258e-01 2.53504385e-01 -7.77963511e-02
1.84652401e-01 -2.59970629e-03]
[ -4.28517910e-03 -1.78764412e-01 2.00050658e-01 -2.47542416e-01
-8.26256583e-02 1.16401204e-01 6.66854377e-02 -1.17081554e-01
2.37307682e-02 2.21965070e-01]]
[[ 0.62702281]
[ 1.63251868]
[ 0.26351717]
[ 0.8784372 ]
[-2.68641686]
[-0.24818111]
[-1.63535118]
[ 0.07496069]
[ 0.70306782]
[ 0.90052724]]
Progress: 35.2% ... Training loss: 0.278 ... Validation loss: 0.455[[ 1.60169265e-01 2.14228265e-01 -1.06516004e-01 1.07603935e-01
-5.36996551e-01 -7.07886569e-02 -5.91317390e-02 1.21606500e-01
-6.07454499e-02 1.85244674e-01]
[ 1.41393043e-02 1.52757910e-01 -1.92825662e-02 4.57518222e-02
8.49668793e-02 -6.68086718e-03 3.11454080e-01 4.12458896e-02
1.41536511e-01 -2.78045088e-02]
[ 1.82607362e-01 6.98937639e-01 8.74959113e-03 -4.41284289e-02
5.27835837e-01 -2.11831040e-02 -7.78080125e-01 -4.08908465e-02
4.94441796e-02 2.71462479e-01]
[ 1.84854518e-02 -3.43581045e-01 -2.11770933e-01 1.17886023e-01
-1.06639274e-02 1.43172805e-01 1.69389374e-01 6.03947377e-02
8.32967325e-02 2.30371554e-01]
[ -1.94463432e-02 1.08574855e-01 -1.49902206e-01 3.62766694e-02
9.34114676e-03 -1.79893448e-01 6.68716767e-02 -1.18825900e-01
-1.96316555e-01 -4.01855667e-02]
[ -3.79141401e-01 -6.03656338e-01 -2.94460638e-01 1.67081002e-01
-1.87015628e-02 3.90838325e-02 2.94578733e-01 -3.72028902e-02
-1.38594396e-02 -7.48494197e-03]
[ -7.87929826e-03 -2.17298289e-01 8.08528929e-03 8.49852111e-02
1.29374150e-02 -6.96286434e-02 1.83887065e-01 -1.91097607e-01
1.90245814e-01 2.64332118e-02]
[ 1.09909121e-01 -2.48997339e-01 3.34440643e-02 -7.26678380e-02
6.87972182e-02 -4.76110192e-02 7.91633183e-02 1.19376471e-01
7.86476100e-02 -2.62754404e-02]
[ -1.74819352e-01 -1.37611314e-01 -3.03684436e-01 -2.22320139e-02
-6.84354332e-03 6.94422814e-02 -1.47758705e-01 -2.91157080e-02
2.61525698e-01 -1.33389903e-01]
[ 5.44460832e-02 -3.84099482e-01 8.91410170e-02 3.13155585e-02
-5.94926642e-02 -1.18174832e-01 1.81368021e-01 -1.04189386e-01
2.19542576e-02 1.03228716e-01]
[ -8.78404523e-02 -6.20093265e-02 -6.21092424e-04 -1.48999819e-01
-8.60230536e-03 1.91380770e-02 1.91767773e-01 -1.03149863e-01
-1.61950548e-02 -1.30681339e-01]
[ -1.24159273e-01 -1.64506587e-01 -7.21579800e-02 -7.28728434e-03
3.88837159e-01 1.02892799e-01 1.22488111e-01 -1.66618246e-02
-1.74980149e-01 -2.20232950e-01]
[ -1.57533965e-01 3.66753400e-03 6.16462445e-02 2.09043254e-02
-1.70781290e-01 -2.19462599e-01 -1.76832215e-01 -1.97090736e-01
8.62012488e-02 1.73104853e-01]
[ -2.66699050e-01 -3.21377801e-01 1.01594063e-01 2.32981026e-01
-1.04723336e-01 -7.04277826e-02 6.30530866e-02 -2.58995240e-01
-2.54579272e-01 -6.44582858e-02]
[ 1.07872170e-01 -1.66822319e-01 -1.98672608e-02 1.24975898e-01
-4.76100979e-02 -8.95044780e-02 2.19356570e-01 3.61411891e-03
3.19319193e-02 1.13550337e-02]
[ 3.88914259e-02 -8.88068143e-02 -2.10217335e-01 1.53825019e-01
-5.66694845e-02 8.30473822e-02 -4.90761831e-02 -1.96866976e-02
-8.76170767e-02 -1.82857471e-03]
[ -1.15286395e-01 -6.06377906e-02 -1.99910695e-01 1.64648680e-01
-1.41400427e-02 1.31885500e-01 -4.40746040e-03 -2.49735004e-01
7.70592502e-02 -1.89824457e-01]
[ -6.92776500e-02 -4.18433221e-02 2.75328257e-01 9.85253170e-02
1.20746480e-01 -6.10256657e-02 -1.20607119e-01 1.20559592e-01
7.32303060e-02 3.38098589e-02]
[ 5.32362369e-02 -3.41253667e-02 8.62530465e-02 8.25672804e-02
6.69094283e-02 -1.54852964e-02 2.35847162e-01 1.20049258e-01
-3.24324459e-02 -6.82279821e-02]
[ 9.27738988e-03 -1.51872232e-01 -2.91546393e-01 -5.16408131e-02
1.62789734e-01 -9.19842946e-02 1.56383985e-01 1.63345861e-01
1.08451655e-01 -3.03644956e-02]
[ 5.09270771e-02 -1.25593492e-02 -1.15622866e-01 4.72920334e-02
-1.06553684e-01 3.20922841e-01 2.59196043e-01 2.04995364e-01
-1.58043951e-01 -5.87462561e-02]
[ 1.98625371e-03 -1.10730669e-02 1.22794902e-01 1.05941781e-01
-6.77393125e-04 1.05417221e-01 -1.19517689e-01 -4.16549256e-02
2.13417348e-01 7.84995600e-02]
[ 1.10497637e-01 7.62944313e-02 -4.53445970e-02 -9.78979051e-02
-9.77741826e-02 -3.30307803e-01 1.16688220e-01 8.62635984e-03
1.43213649e-01 8.97800535e-02]
[ -1.00960652e-01 -1.79112481e-02 -1.56921559e-02 2.22622537e-02
5.07171267e-03 -2.03827313e-01 -7.73350787e-02 -1.99610409e-02
1.60153393e-02 1.27137060e-01]
[ -1.52448691e-01 -1.03017971e-01 -2.00279121e-01 -1.17389086e-02
-2.73999876e-01 -2.21201163e-03 2.63757063e-02 -2.44519452e-02
-3.16347320e-03 5.17805193e-02]
[ -3.19842305e-02 -1.07911608e-01 -7.54970374e-02 -1.28746551e-01
5.35497120e-01 2.76389248e-01 5.78725676e-01 1.12891502e-01
-1.83160957e-01 -3.79619793e-01]
[ -1.82176842e-02 -4.04680842e-01 -3.09353357e-02 -7.52133298e-02
6.65085365e-01 1.01438776e-01 5.37675858e-01 9.12579611e-02
2.80526191e-02 -3.87074781e-01]
[ 1.02128528e-02 -4.59128428e-01 -4.36992837e-02 -1.08124575e-01
6.78470060e-01 2.36717354e-02 5.04810541e-01 4.85979306e-02
-3.64572294e-01 -2.20199910e-01]
[ -1.70173681e-01 -6.01090641e-01 -9.19810809e-03 -2.02092536e-01
7.66240574e-01 -9.11629304e-02 6.28627764e-01 -8.28111022e-02
-6.68126934e-02 8.49663355e-02]
[ -2.93268805e-01 -4.15703051e-01 5.63255881e-02 -4.51831554e-02
9.07899504e-01 1.41446954e-01 4.31285033e-01 4.78074759e-02
-8.69784837e-02 -1.33859969e-01]
[ -2.07216637e-01 -3.16859060e-01 2.50854752e-01 -2.44819285e-01
6.69358123e-01 -4.39801051e-02 7.00406442e-01 1.28967807e-02
-2.58577533e-01 -2.96208480e-02]
[ -1.28770361e-01 -2.23668390e-01 -1.80230567e-01 -9.87784526e-02
4.81901812e-01 -2.30865373e-01 1.77888265e-01 1.69124129e-01
-7.34333204e-03 -1.16332041e-01]
[ 1.03902900e-01 2.32831994e-01 1.60764672e-01 -1.01821302e-01
-5.35578820e-02 5.31272926e-02 -1.37168165e-01 2.82158972e-01
6.70163684e-02 1.69115285e-01]
[ 3.47739307e-01 3.24322969e-01 -8.35340491e-02 3.10270385e-01
-8.74766153e-01 -2.86732777e-01 -4.76804497e-01 1.77073184e-01
3.81437782e-01 -3.43849588e-02]
[ 4.57802609e-02 1.29674038e-01 2.52526445e-01 2.47320516e-01
-5.33074802e-02 -1.95499068e-01 -1.73987369e-01 -1.33124770e-01
-1.41095920e-01 -2.91470898e-01]
[ 2.34992106e-02 -6.52315947e-02 -1.18512001e-01 -5.43408925e-02
2.32731182e-01 4.04171935e-02 -5.67818636e-03 -1.84684903e-01
3.37311984e-02 2.07192875e-01]
[ 1.39957328e-03 -5.13621747e-02 -6.69034355e-02 -5.11108664e-02
-2.38660414e-02 -1.77373042e-01 8.53641737e-02 9.95604841e-03
3.72421384e-02 4.61364095e-03]
[ 2.53999265e-02 6.64650934e-02 2.42570431e-01 6.87042168e-02
-2.13614475e-01 -1.33647181e-01 1.17256599e-01 3.91728928e-02
-1.89742596e-01 1.01869116e-01]
[ 7.39777796e-02 3.97834800e-02 1.08223115e-01 9.65682003e-03
-2.46468014e-01 6.78341341e-02 5.67650405e-02 -2.70711597e-01
-1.57858827e-02 -8.64793313e-02]
[ -4.23552021e-03 1.10861806e-01 8.74028617e-02 -2.09442475e-02
-7.28248583e-02 1.77821457e-01 7.88508573e-02 1.19108678e-01
-1.42270175e-02 1.80983147e-01]
[ 2.21555044e-01 7.36461013e-02 2.86778933e-02 8.14199808e-02
3.24913022e-02 -2.36077122e-02 -1.69369985e-01 1.48399755e-01
-5.41612354e-02 -1.96834007e-02]
[ 4.55657544e-02 6.07693109e-03 1.81764398e-02 4.53537774e-02
-4.26423336e-01 -1.24101566e-01 -2.15287034e-01 4.14195520e-02
1.22027076e-01 1.96545928e-01]
[ 4.99951579e-02 5.13185320e-01 1.24371804e-01 4.22753466e-01
-1.15113631e+00 -3.05047149e-01 -6.00442642e-01 -7.17641980e-02
2.92166280e-01 3.34770436e-01]
[ 1.79255304e-01 5.01649369e-01 6.65565501e-02 4.27371257e-01
-9.27565390e-01 -8.43361195e-02 -4.40911342e-01 1.51122532e-01
2.10822422e-01 4.83236767e-01]
[ 2.58995643e-01 3.20611302e-01 2.48299994e-01 1.54237547e-01
-4.51802549e-01 7.84645444e-02 -2.29060668e-01 1.63078922e-01
2.44394989e-01 8.43120403e-02]
[ -7.35694407e-02 2.22128441e-01 2.41546384e-01 1.69060743e-02
-3.96867444e-02 1.30605357e-01 -1.01685679e-01 -1.51520336e-02
-3.25462105e-02 5.05796710e-02]
[ -9.73521945e-02 1.15774162e-04 2.53434811e-02 9.54630013e-02
-5.87734051e-02 1.15326646e-01 2.48040604e-01 2.02735357e-02
-2.73282945e-01 -9.13055386e-02]
[ -2.23037731e-01 -3.47684967e-02 -9.43429959e-02 -3.47268218e-01
1.90863465e-01 1.20354113e-01 1.11760851e-01 1.03193531e-01
-2.09475759e-01 2.93552376e-02]
[ 1.03452762e-02 -3.94080353e-01 -1.27405984e-01 -1.61230746e-01
3.70585563e-01 2.57347620e-02 1.85781677e-01 1.52491128e-01
-1.65126654e-01 -2.21915089e-01]
[ 1.22732158e-01 -2.27553399e-01 -1.51206179e-01 -1.45733564e-02
6.08550399e-02 -5.13825583e-02 7.68175892e-02 -1.52248973e-01
1.19911796e-01 -1.43877720e-01]
[ -1.21456905e-01 6.78391866e-02 2.61608248e-01 -1.43332171e-02
1.73195198e-01 8.30842394e-02 4.93593740e-02 -2.98076697e-01
-1.17611457e-01 -6.50333800e-02]
[ -3.52428947e-01 2.01765058e-02 1.23694275e-02 -3.25231947e-02
1.68496711e-01 -1.72014677e-01 1.70252709e-02 2.34025955e-01
-9.09815169e-02 6.87085049e-02]
[ 1.46771849e-01 2.79776963e-02 -2.33852583e-01 -8.08092204e-02
1.01722169e-01 -2.98210469e-01 6.25917737e-02 -1.67478184e-01
2.72860727e-03 -1.86537476e-01]
[ 2.09645763e-01 -1.86944258e-01 6.32498708e-02 -2.51049140e-02
9.99423380e-02 -3.49491924e-02 3.98255429e-02 -1.36991995e-01
1.11586713e-01 -1.82378405e-01]
[ -1.05336050e-01 -7.01516373e-02 1.21383637e-01 1.09295984e-01
4.28496129e-02 -1.13652486e-01 2.55708185e-01 -7.79187729e-02
1.83511716e-01 -4.04919855e-03]
[ -5.27419004e-03 -1.81458785e-01 1.99633126e-01 -2.48957669e-01
-7.83368813e-02 1.16804399e-01 6.93760871e-02 -1.17202905e-01
2.26291210e-02 2.20813967e-01]]
[[ 0.61926022]
[ 1.6239661 ]
[ 0.25767648]
[ 0.87174569]
[-2.69436897]
[-0.25561667]
[-1.64103422]
[ 0.06796333]
[ 0.69488686]
[ 0.88998669]]
Progress: 35.3% ... Training loss: 0.276 ... Validation loss: 0.453[[ 1.60245277e-01 2.13994183e-01 -1.06422633e-01 1.07861116e-01
-5.39854752e-01 -7.07822265e-02 -5.89935743e-02 1.21603177e-01
-6.06520341e-02 1.85288944e-01]
[ 1.41290190e-02 1.52723632e-01 -1.92843318e-02 4.57660199e-02
8.49402017e-02 -6.68652824e-03 3.11625919e-01 4.12471138e-02
1.41579029e-01 -2.78033609e-02]
[ 1.84660775e-01 7.03632372e-01 9.65356321e-03 -4.14476075e-02
5.20777541e-01 -2.18677180e-02 -7.82849480e-01 -4.06805229e-02
5.17413050e-02 2.74352760e-01]
[ 1.58742050e-02 -3.50142394e-01 -2.12900654e-01 1.13924592e-01
1.47836283e-03 1.44255578e-01 1.76971100e-01 6.00921101e-02
8.05647103e-02 2.26450542e-01]
[ -1.82605335e-02 1.10770211e-01 -1.49402978e-01 3.80269177e-02
2.07702627e-03 -1.80291298e-01 6.32554694e-02 -1.18693550e-01
-1.95127566e-01 -3.84441268e-02]
[ -3.78800464e-01 -6.03531083e-01 -2.94306677e-01 1.67809788e-01
-2.21701830e-02 3.88544391e-02 2.94425149e-01 -3.71526869e-02
-1.33594829e-02 -6.91690509e-03]
[ -6.46323805e-03 -2.14304226e-01 8.66570940e-03 8.68840883e-02
7.78216461e-03 -7.01444635e-02 1.80338405e-01 -1.90951054e-01
1.91832969e-01 2.83755794e-02]
[ 1.10359572e-01 -2.48249180e-01 3.36784391e-02 -7.19982964e-02
6.59723118e-02 -4.77793055e-02 7.86781348e-02 1.19421132e-01
7.91368797e-02 -2.55761452e-02]
[ -1.75773918e-01 -1.40016054e-01 -3.04060850e-01 -2.35635553e-02
-3.68405866e-03 6.98188001e-02 -1.45296000e-01 -2.92226098e-02
2.60634325e-01 -1.34744036e-01]
[ 5.64861835e-02 -3.79163510e-01 9.00613704e-02 3.43744004e-02
-6.92140002e-02 -1.19032593e-01 1.75972471e-01 -1.03961442e-01
2.43922066e-02 1.06143590e-01]
[ -8.79852721e-02 -6.37342716e-02 -7.10424030e-04 -1.49178294e-01
-9.04824462e-03 1.92003052e-02 1.93560404e-01 -1.03169258e-01
-1.63493672e-02 -1.30853364e-01]
[ -1.24801672e-01 -1.66254878e-01 -7.23966596e-02 -8.20198740e-03
3.90715142e-01 1.03151351e-01 1.24366306e-01 -1.67358578e-02
-1.75578778e-01 -2.21120233e-01]
[ -1.57533965e-01 3.66753400e-03 6.16462445e-02 2.09043254e-02
-1.70781290e-01 -2.19462599e-01 -1.76832215e-01 -1.97090736e-01
8.62012488e-02 1.73104853e-01]
[ -2.66474470e-01 -3.21182437e-01 1.01705971e-01 2.33373269e-01
-1.05866652e-01 -7.05405442e-02 6.27922522e-02 -2.58966682e-01
-2.54288463e-01 -6.41002052e-02]
[ 1.07496776e-01 -1.67486143e-01 -2.00160464e-02 1.24576688e-01
-4.76162180e-02 -8.94029430e-02 2.20076282e-01 3.57763532e-03
3.15385161e-02 1.08712553e-02]
[ 3.95149219e-02 -8.78671684e-02 -2.09975004e-01 1.54737280e-01
-5.92668705e-02 8.27838234e-02 -5.00459844e-02 -1.96156610e-02
-8.68902615e-02 -9.64579920e-04]
[ -1.15655441e-01 -6.14977369e-02 -2.00067833e-01 1.64133762e-01
-1.25362560e-02 1.32038563e-01 -3.58438663e-03 -2.49773891e-01
7.66457219e-02 -1.90334969e-01]
[ -6.82395172e-02 -3.92825688e-02 2.75768573e-01 9.99637851e-02
1.16474047e-01 -6.14518351e-02 -1.23245931e-01 1.20672708e-01
7.43943448e-02 3.51943085e-02]
[ 5.44897875e-02 -3.16675390e-02 8.67455107e-02 8.41975946e-02
6.23143358e-02 -1.59136720e-02 2.32642491e-01 1.20173586e-01
-3.10787096e-02 -6.64894491e-02]
[ 1.03085865e-02 -1.49457223e-01 -2.91021837e-01 -4.98977315e-02
1.57387462e-01 -9.24748916e-02 1.54159751e-01 1.63477801e-01
1.09748604e-01 -2.87084315e-02]
[ 4.98842051e-02 -1.55229774e-02 -1.16090696e-01 4.56220462e-02
-1.02030501e-01 3.21404547e-01 2.62216469e-01 2.04861347e-01
-1.59332016e-01 -6.03056822e-02]
[ 1.41582475e-03 -1.22637414e-02 1.22567258e-01 1.05166447e-01
1.47541102e-03 1.05644902e-01 -1.18019286e-01 -4.17164357e-02
2.12950072e-01 7.77157526e-02]
[ 1.10069547e-01 7.51451790e-02 -4.54925725e-02 -9.84611680e-02
-9.68423971e-02 -3.30143263e-01 1.17900085e-01 8.57966301e-03
1.42800418e-01 8.91796312e-02]
[ -1.00675111e-01 -1.71562467e-02 -1.55780371e-02 2.26601764e-02
3.95847548e-03 -2.03944765e-01 -7.81578127e-02 -1.99304438e-02
1.63178039e-02 1.27539613e-01]
[ -1.52866475e-01 -1.04051510e-01 -2.00463101e-01 -1.23648234e-02
-2.72370869e-01 -2.03860384e-03 2.74985905e-02 -2.44994106e-02
-3.63777531e-03 5.11703569e-02]
[ -3.14640722e-02 -1.06863494e-01 -7.52961673e-02 -1.28011810e-01
5.33310010e-01 2.76166984e-01 5.77696406e-01 1.12950058e-01
-1.82565503e-01 -3.78877584e-01]
[ -1.81692842e-02 -4.04802561e-01 -3.09260032e-02 -7.51475684e-02
6.65033983e-01 1.01417825e-01 5.37893223e-01 9.12627932e-02
2.81210139e-02 -3.87053621e-01]
[ 1.04503723e-02 -4.58919699e-01 -4.35934203e-02 -1.07766562e-01
6.77401537e-01 2.35689123e-02 5.04515787e-01 4.86259763e-02
-3.64286254e-01 -2.19827676e-01]
[ -1.70213434e-01 -6.01127730e-01 -9.21574741e-03 -2.02151553e-01
7.66398116e-01 -9.11454453e-02 6.28668971e-01 -8.28156957e-02
-6.68608672e-02 8.49061837e-02]
[ -2.93153344e-01 -4.15587440e-01 5.63741988e-02 -4.50153103e-02
9.07408016e-01 1.41395928e-01 4.31118819e-01 4.78207483e-02
-8.68290873e-02 -1.33688803e-01]
[ -2.07254038e-01 -3.16985402e-01 2.50846389e-01 -2.44826565e-01
6.69399299e-01 -4.39800015e-02 7.00607874e-01 1.28971264e-02
-2.58580954e-01 -2.96311656e-02]
[ -1.28686397e-01 -2.23448467e-01 -1.80199725e-01 -9.86562650e-02
4.81639795e-01 -2.30901449e-01 1.77646042e-01 1.69133557e-01
-7.24280917e-03 -1.16203910e-01]
[ 1.03512357e-01 2.31761894e-01 1.60593342e-01 -1.02416480e-01
-5.17226932e-02 5.33000294e-02 -1.36055019e-01 2.82113558e-01
6.65724997e-02 1.68549666e-01]
[ 3.48362036e-01 3.25708590e-01 -8.32835561e-02 3.11050573e-01
-8.77387164e-01 -2.86968154e-01 -4.78000075e-01 1.77125019e-01
3.82038202e-01 -3.35619836e-02]
[ 4.54910867e-02 1.29128876e-01 2.52406185e-01 2.46936876e-01
-5.23071576e-02 -1.95386850e-01 -1.73433698e-01 -1.33155850e-01
-1.41387429e-01 -2.91858429e-01]
[ 2.42226839e-02 -6.36653270e-02 -1.18203086e-01 -5.32655786e-02
2.29459269e-01 4.01030320e-02 -7.47135419e-03 -1.84603854e-01
3.45570684e-02 2.08144171e-01]
[ 6.99762490e-04 -5.31208879e-02 -6.72157285e-02 -5.21786934e-02
-2.10255287e-02 -1.77082353e-01 8.70695040e-02 9.87326197e-03
3.64220203e-02 3.53992458e-03]
[ 2.56367577e-02 6.70514952e-02 2.42663478e-01 6.90408595e-02
-2.14556058e-01 -1.33741121e-01 1.16670157e-01 3.91983414e-02
-1.89474385e-01 1.02215756e-01]
[ 7.37071707e-02 3.90346259e-02 1.08103306e-01 9.24160894e-03
-2.45312503e-01 6.79479018e-02 5.74929591e-02 -2.70741935e-01
-1.61094989e-02 -8.68888591e-02]
[ -4.27987048e-03 1.10783927e-01 8.73668996e-02 -2.10976939e-02
-7.24072965e-02 1.77860515e-01 7.88839332e-02 1.19097922e-01
-1.43384149e-02 1.80840704e-01]
[ 2.21459015e-01 7.34130831e-02 2.86378596e-02 8.12857903e-02
3.27691791e-02 -2.35672829e-02 -1.69093375e-01 1.48389265e-01
-5.42666820e-02 -1.98311668e-02]
[ 4.52129780e-02 5.35239627e-03 1.80348463e-02 4.48533194e-02
-4.24834390e-01 -1.23946381e-01 -2.14309480e-01 4.13779616e-02
1.21710470e-01 1.96069374e-01]
[ 4.97921758e-02 5.12262071e-01 1.24314816e-01 4.22507215e-01
-1.15188609e+00 -3.04943147e-01 -6.00125312e-01 -7.17930817e-02
2.91977017e-01 3.34476778e-01]
[ 1.79753180e-01 5.02922371e-01 6.68189525e-02 4.28221511e-01
-9.30366647e-01 -8.45691920e-02 -4.42001013e-01 1.51190944e-01
2.11476919e-01 4.84063060e-01]
[ 2.58986873e-01 3.20542259e-01 2.48351649e-01 1.54371630e-01
-4.52161326e-01 7.84381697e-02 -2.28885728e-01 1.63089454e-01
2.44507594e-01 8.44166731e-02]
[ -7.31189601e-02 2.23044333e-01 2.41722837e-01 1.75468283e-02
-4.16109354e-02 1.30428818e-01 -1.02806180e-01 -1.51036224e-02
-3.20572455e-02 5.12392546e-02]
[ -9.71309381e-02 9.04256020e-04 2.54378696e-02 9.57758349e-02
-5.98239546e-02 1.15241780e-01 2.47263776e-01 2.02980507e-02
-2.73041282e-01 -9.09756895e-02]
[ -2.23023113e-01 -3.47812882e-02 -9.43222565e-02 -3.47193547e-01
1.90644596e-01 1.20333561e-01 1.11777043e-01 1.03198433e-01
-2.09429574e-01 2.94099656e-02]
[ 1.02575906e-02 -3.94277163e-01 -1.27442981e-01 -1.61355872e-01
3.70980086e-01 2.57701282e-02 1.85995834e-01 1.52481989e-01
-1.65226453e-01 -2.22023134e-01]
[ 1.21786645e-01 -2.30136529e-01 -1.51618657e-01 -1.58015082e-02
6.24363745e-02 -5.10201597e-02 7.93825006e-02 -1.52355881e-01
1.18850968e-01 -1.45207684e-01]
[ -1.20059336e-01 7.04819854e-02 2.62186046e-01 -1.23222644e-02
1.67778273e-01 8.25428315e-02 4.61932538e-02 -2.97926191e-01
-1.15992653e-01 -6.29802945e-02]
[ -3.51502353e-01 2.26074640e-02 1.27711093e-02 -3.12107581e-02
1.64739855e-01 -1.72406769e-01 1.47989834e-02 2.34116636e-01
-8.99781653e-02 7.00207649e-02]
[ 1.46960845e-01 2.84390618e-02 -2.33769950e-01 -8.05512800e-02
1.00922271e-01 -2.98287050e-01 6.19900943e-02 -1.67455906e-01
2.98140243e-03 -1.86260591e-01]
[ 2.09721983e-01 -1.86658158e-01 6.33477118e-02 -2.48429283e-02
9.90233207e-02 -3.50053473e-02 3.98689353e-02 -1.36969149e-01
1.11805627e-01 -1.82188340e-01]
[ -1.05297292e-01 -7.06166221e-02 1.21401572e-01 1.09366370e-01
4.22206467e-02 -1.13671525e-01 2.56188208e-01 -7.79117696e-02
1.83672063e-01 -3.98304598e-03]
[ -5.70393185e-03 -1.82769156e-01 1.99460058e-01 -2.49677554e-01
-7.66858460e-02 1.16990293e-01 7.05571246e-02 -1.17254794e-01
2.21207463e-02 2.20101049e-01]]
[[ 0.62395454]
[ 1.63136741]
[ 0.26446259]
[ 0.87702517]
[-2.68738462]
[-0.25343707]
[-1.63830576]
[ 0.07184895]
[ 0.6987698 ]
[ 0.89523009]]
Progress: 35.4% ... Training loss: 0.276 ... Validation loss: 0.450[[ 1.59957368e-01 2.12316649e-01 -1.06590064e-01 1.07452302e-01
-5.39055345e-01 -7.06605158e-02 -5.70045111e-02 1.21583905e-01
-6.09297504e-02 1.85150596e-01]
[ 1.43307785e-02 1.53055965e-01 -1.92038897e-02 4.60941676e-02
8.40798211e-02 -6.77203647e-03 3.11247066e-01 4.12713277e-02
1.41753891e-01 -2.75355689e-02]
[ 1.84895838e-01 7.06228767e-01 9.74882206e-03 -4.11032759e-02
5.20304774e-01 -2.19148653e-02 -7.84480174e-01 -4.06594161e-02
5.19687392e-02 2.74859899e-01]
[ 1.77167345e-02 -3.47640968e-01 -2.12102154e-01 1.16296435e-01
-5.88780157e-04 1.43552647e-01 1.73310699e-01 6.03027528e-02
8.25966744e-02 2.29432755e-01]
[ -1.61335463e-02 1.15930674e-01 -1.48537395e-01 4.10694888e-02
-7.63977795e-03 -1.81141484e-01 5.78504224e-02 -1.18453301e-01
-1.92691107e-01 -3.56031014e-02]
[ -3.79075686e-01 -6.05349575e-01 -2.94451395e-01 1.67413439e-01
-2.12944414e-02 3.89681387e-02 2.96009256e-01 -3.71813007e-02
-1.37153208e-02 -7.34111036e-03]
[ -6.75574397e-03 -2.15960878e-01 8.51697674e-03 8.64445806e-02
8.38443435e-03 -6.99861141e-02 1.81632494e-01 -1.90981971e-01
1.91550993e-01 2.80862453e-02]
[ 1.10502249e-01 -2.48173400e-01 3.36935564e-02 -7.18547474e-02
6.57975492e-02 -4.78262792e-02 7.87393699e-02 1.19434549e-01
7.93029865e-02 -2.53671201e-02]
[ -1.74652878e-01 -1.37385043e-01 -3.03589366e-01 -2.19337318e-02
-8.04912565e-03 6.93920797e-02 -1.47657804e-01 -2.90922570e-02
2.61826535e-01 -1.33114650e-01]
[ 5.67334935e-02 -3.80139038e-01 9.00772425e-02 3.46840512e-02
-7.05735979e-02 -1.19076600e-01 1.76998511e-01 -1.03935102e-01
2.46454043e-02 1.06649757e-01]
[ -8.82855282e-02 -6.46289748e-02 -8.37732173e-04 -1.49611399e-01
-7.82039149e-03 1.93286918e-02 1.94565110e-01 -1.03199309e-01
-1.67306901e-02 -1.31306097e-01]
[ -1.24052737e-01 -1.65152997e-01 -7.20920734e-02 -7.14101739e-03
3.87785068e-01 1.02865326e-01 1.22913188e-01 -1.66479076e-02
-1.74730151e-01 -2.20048795e-01]
[ -1.57533965e-01 3.66753400e-03 6.16462445e-02 2.09043254e-02
-1.70781290e-01 -2.19462599e-01 -1.76832215e-01 -1.97090736e-01
8.62012488e-02 1.73104853e-01]
[ -2.66405966e-01 -3.21544422e-01 1.01722879e-01 2.33522866e-01
-1.06827035e-01 -7.05802981e-02 6.29493075e-02 -2.58955316e-01
-2.54221692e-01 -6.40239907e-02]
[ 1.08065304e-01 -1.67113092e-01 -1.97787062e-02 1.25328785e-01
-4.90441663e-02 -8.96250396e-02 2.19403313e-01 3.64792987e-03
3.21975626e-02 1.16853108e-02]
[ 3.86026672e-02 -8.96967261e-02 -2.10373971e-01 1.53439237e-01
-5.60027985e-02 8.31593735e-02 -4.79459646e-02 -1.97259356e-02
-8.79719164e-02 -2.27905510e-03]
[ -1.16318316e-01 -6.35353478e-02 -2.00354965e-01 1.63195759e-01
-1.06024781e-02 1.32316087e-01 -1.61902487e-03 -2.49847010e-01
7.59747102e-02 -1.91244115e-01]
[ -6.79575734e-02 -3.90482761e-02 2.75886181e-01 1.00345293e-01
1.15493678e-01 -6.15621999e-02 -1.23829815e-01 1.20706914e-01
7.46782726e-02 3.56485466e-02]
[ 5.43864072e-02 -3.17617464e-02 8.66914514e-02 8.40590431e-02
6.26768522e-02 -1.58559109e-02 2.32978091e-01 1.20160043e-01
-3.11988921e-02 -6.65985077e-02]
[ 1.09844439e-02 -1.47893556e-01 -2.90735898e-01 -4.89137644e-02
1.55140828e-01 -9.27498160e-02 1.52569449e-01 1.63556025e-01
1.10491865e-01 -2.77351901e-02]
[ 4.99484737e-02 -1.54924103e-02 -1.16063128e-01 4.57243713e-02
-1.02430687e-01 3.21373641e-01 2.62082611e-01 2.04871907e-01
-1.59254230e-01 -6.02384052e-02]
[ 1.76162898e-03 -1.15905904e-02 1.22673276e-01 1.05573624e-01
1.98052818e-04 1.05550374e-01 -1.18370881e-01 -4.16828771e-02
2.13298423e-01 7.82885286e-02]
[ 1.10369349e-01 7.59654220e-02 -4.53634542e-02 -9.80116192e-02
-9.79771894e-02 -3.30263382e-01 1.17233703e-01 8.61618951e-03
1.43149098e-01 8.96193555e-02]
[ -1.00724064e-01 -1.72265136e-02 -1.56038034e-02 2.25791001e-02
4.18652197e-03 -2.03915388e-01 -7.80389877e-02 -1.99377780e-02
1.62607313e-02 1.27439326e-01]
[ -1.52747730e-01 -1.04121205e-01 -2.00424525e-01 -1.21978538e-02
-2.72793431e-01 -2.08776794e-03 2.73983443e-02 -2.44856360e-02
-3.51517371e-03 5.13306694e-02]
[ -3.12530143e-02 -1.06606119e-01 -7.52069120e-02 -1.27718883e-01
5.32640897e-01 2.76096051e-01 5.77298569e-01 1.12974940e-01
-1.82336767e-01 -3.78572147e-01]
[ -1.82207113e-02 -4.05030477e-01 -3.09426576e-02 -7.52077699e-02
6.65726138e-01 1.01437238e-01 5.38081751e-01 9.12595756e-02
2.80429250e-02 -3.87119041e-01]
[ 1.04517485e-02 -4.59330790e-01 -4.36001270e-02 -1.07796094e-01
6.77390079e-01 2.35749953e-02 5.04824468e-01 4.86234303e-02
-3.64312144e-01 -2.19874539e-01]
[ -1.70472614e-01 -6.01644890e-01 -9.32797186e-03 -2.02521474e-01
7.67484071e-01 -9.10428588e-02 6.29208104e-01 -8.28453383e-02
-6.71509914e-02 8.45479297e-02]
[ -2.93320078e-01 -4.16055318e-01 5.63101004e-02 -4.52302890e-02
9.08013252e-01 1.41459804e-01 4.31721593e-01 4.78027875e-02
-8.69960951e-02 -1.33880158e-01]
[ -2.07277087e-01 -3.17061204e-01 2.50837187e-01 -2.44852772e-01
6.69511149e-01 -4.39706545e-02 7.00674670e-01 1.28948201e-02
-2.58604543e-01 -2.96584643e-02]
[ -1.28482629e-01 -2.23110336e-01 -1.80110946e-01 -9.83378719e-02
4.80714562e-01 -2.30991224e-01 1.77262474e-01 1.69161261e-01
-6.96348239e-03 -1.15865978e-01]
[ 1.03112040e-01 2.30592621e-01 1.60394423e-01 -1.03067443e-01
-4.97044363e-02 5.34865199e-02 -1.34845184e-01 2.82062048e-01
6.61359099e-02 1.68043216e-01]
[ 3.48328708e-01 3.25068357e-01 -8.32945301e-02 3.11013017e-01
-8.77390667e-01 -2.86975940e-01 -4.77459228e-01 1.77129001e-01
3.82063653e-01 -3.35036121e-02]
[ 4.57214478e-02 1.29736478e-01 2.52504437e-01 2.47251560e-01
-5.33702310e-02 -1.95480078e-01 -1.74021538e-01 -1.33130954e-01
-1.41128168e-01 -2.91531973e-01]
[ 2.45182500e-02 -6.32342041e-02 -1.18086844e-01 -5.28407708e-02
2.28319965e-01 3.99831187e-02 -7.97168971e-03 -1.84567781e-01
3.49025558e-02 2.08555100e-01]
[ 6.73136623e-04 -5.34416626e-02 -6.72541302e-02 -5.22759802e-02
-2.06624540e-02 -1.77069228e-01 8.72151916e-02 9.86508173e-03
3.63286495e-02 3.44089538e-03]
[ 2.58611038e-02 6.73182969e-02 2.42752006e-01 6.93765322e-02
-2.15390889e-01 -1.33833337e-01 1.16295803e-01 3.92259586e-02
-1.89205892e-01 1.02540739e-01]
[ 7.33634408e-02 3.81036541e-02 1.07944243e-01 8.71028007e-03
-2.43944929e-01 6.81046141e-02 5.83009387e-02 -2.70782443e-01
-1.65425629e-02 -8.74261602e-02]
[ -3.53405266e-03 1.12941965e-01 8.76748140e-02 -2.00437724e-02
-7.57165571e-02 1.77575948e-01 7.70163553e-02 1.19181856e-01
-1.35434981e-02 1.81902934e-01]
[ 2.21540214e-01 7.35384033e-02 2.86865800e-02 8.14427588e-02
3.22919455e-02 -2.36129637e-02 -1.69243524e-01 1.48402325e-01
-5.41498182e-02 -1.96870198e-02]
[ 4.54523269e-02 5.95918385e-03 1.81476584e-02 4.52018092e-02
-4.25657707e-01 -1.24022075e-01 -2.14725752e-01 4.14058513e-02
1.22001619e-01 1.96425231e-01]
[ 4.99117020e-02 5.12235322e-01 1.24327400e-01 4.22668705e-01
-1.15305105e+00 -3.04969300e-01 -6.00132637e-01 -7.17850569e-02
2.92042998e-01 3.34550119e-01]
[ 1.79388823e-01 5.02085626e-01 6.66547994e-02 4.27723871e-01
-9.29241049e-01 -8.44179901e-02 -4.41240852e-01 1.51146598e-01
2.11059125e-01 4.83557664e-01]
[ 2.59082226e-01 3.20838311e-01 2.48399409e-01 1.54530805e-01
-4.52621943e-01 7.83917182e-02 -2.29080722e-01 1.63103469e-01
2.44599030e-01 8.45713980e-02]
[ -7.29995984e-02 2.23381606e-01 2.41777724e-01 1.77222072e-02
-4.21335137e-02 1.30380868e-01 -1.03030769e-01 -1.50889247e-02
-3.19174581e-02 5.13977861e-02]
[ -9.70708224e-02 1.14928641e-03 2.54598880e-02 9.58529456e-02
-5.99480780e-02 1.15220610e-01 2.47070176e-01 2.03031635e-02
-2.72974224e-01 -9.09149620e-02]
[ -2.23370972e-01 -3.57665542e-02 -9.44737714e-02 -3.47674070e-01
1.92112460e-01 1.20477075e-01 1.12694613e-01 1.03161354e-01
-2.09809674e-01 2.89841374e-02]
[ 1.03429885e-02 -3.94105190e-01 -1.27405673e-01 -1.61241237e-01
3.70609302e-01 2.57376520e-02 1.85783911e-01 1.52491640e-01
-1.65134277e-01 -2.21908734e-01]
[ 1.21644319e-01 -2.31141390e-01 -1.51740000e-01 -1.60478616e-02
6.23200280e-02 -5.09369924e-02 8.05267826e-02 -1.52378357e-01
1.18656354e-01 -1.45244010e-01]
[ -1.19823115e-01 7.09504676e-02 2.62267249e-01 -1.19642191e-02
1.66788201e-01 8.24772937e-02 4.57343684e-02 -2.97894892e-01
-1.15772870e-01 -6.26971245e-02]
[ -3.52182257e-01 2.08576085e-02 1.24756853e-02 -3.21496796e-02
1.67310024e-01 -1.72128322e-01 1.65570488e-02 2.34035026e-01
-9.07601364e-02 6.91041839e-02]
[ 1.46189972e-01 2.66561647e-02 -2.34118769e-01 -8.17115025e-02
1.04109599e-01 -2.97959534e-01 6.39945826e-02 -1.67550000e-01
2.02371665e-03 -1.87444848e-01]
[ 2.10411104e-01 -1.85747992e-01 6.36563482e-02 -2.39421480e-02
9.73859247e-02 -3.52848224e-02 3.89570907e-02 -1.36880291e-01
1.12573170e-01 -1.81187657e-01]
[ -1.05224711e-01 -7.06651028e-02 1.21427878e-01 1.09453217e-01
4.18408993e-02 -1.13686351e-01 2.56149831e-01 -7.79071267e-02
1.83792604e-01 -3.87912784e-03]
[ -4.41276497e-03 -1.80330061e-01 2.00002649e-01 -2.47740214e-01
-8.23815993e-02 1.16459358e-01 6.76370236e-02 -1.17097176e-01
2.36676517e-02 2.21975314e-01]]
[[ 0.62643082]
[ 1.63345528]
[ 0.2663215 ]
[ 0.87892616]
[-2.68491754]
[-0.25102871]
[-1.6360699 ]
[ 0.07371897]
[ 0.70119228]
[ 0.89810488]]
Progress: 35.4% ... Training loss: 0.277 ... Validation loss: 0.450[[ 1.60755015e-01 2.16030086e-01 -1.06317165e-01 1.08328489e-01
-5.41103748e-01 -7.09394581e-02 -6.02009716e-02 1.21666817e-01
-6.01634737e-02 1.86088524e-01]
[ 1.45865745e-02 1.53612870e-01 -1.90931516e-02 4.64557162e-02
8.30661490e-02 -6.87409722e-03 3.10792501e-01 4.13011550e-02
1.42033116e-01 -2.71766303e-02]
[ 1.85000504e-01 7.08317572e-01 9.56842776e-03 -4.17434577e-02
5.23174207e-01 -2.18301270e-02 -7.86341408e-01 -4.07003354e-02
5.16940472e-02 2.74902920e-01]
[ 1.92492101e-02 -3.43627256e-01 -2.11073507e-01 1.19301649e-01
-6.63719373e-03 1.42995043e-01 1.70234505e-01 6.05341612e-02
8.44722558e-02 2.31535423e-01]
[ -2.14339762e-02 1.04826616e-01 -1.50664998e-01 3.37453235e-02
1.09840271e-02 -1.79263855e-01 6.93801233e-02 -1.19057767e-01
-1.98398497e-01 -4.32871536e-02]
[ -3.80031764e-01 -6.07126152e-01 -2.94821496e-01 1.66136464e-01
-1.84963667e-02 3.92909563e-02 2.98089426e-01 -3.72955407e-02
-1.47488129e-02 -8.71591660e-03]
[ -5.70482920e-03 -2.12882103e-01 8.97932120e-03 8.80878032e-02
3.38996031e-03 -7.04282140e-02 1.78786033e-01 -1.90846599e-01
1.92788073e-01 2.96846854e-02]
[ 1.09422496e-01 -2.49533468e-01 3.31702941e-02 -7.36376152e-02
7.08364220e-02 -4.73521771e-02 8.02587241e-02 1.19284937e-01
7.79583519e-02 -2.69672723e-02]
[ -1.73296660e-01 -1.34189458e-01 -3.03013708e-01 -2.00089018e-02
-1.26669583e-02 6.88528882e-02 -1.50857922e-01 -2.89338848e-02
2.63239370e-01 -1.31202153e-01]
[ 5.68624071e-02 -3.78575809e-01 8.99991129e-02 3.46350551e-02
-7.22655367e-02 -1.19117358e-01 1.75659789e-01 -1.03946014e-01
2.46934180e-02 1.06778998e-01]
[ -8.76766418e-02 -6.27501676e-02 -5.40481461e-04 -1.48700910e-01
-9.55062185e-03 1.90630325e-02 1.92825025e-01 -1.03115688e-01
-1.61226019e-02 -1.30413974e-01]
[ -1.24419236e-01 -1.65457319e-01 -7.21665547e-02 -7.49430012e-03
3.89431878e-01 1.02987371e-01 1.23544940e-01 -1.66907257e-02
-1.75114464e-01 -2.20534181e-01]
[ -1.57533965e-01 3.66753400e-03 6.16462445e-02 2.09043254e-02
-1.70781290e-01 -2.19462599e-01 -1.76832215e-01 -1.97090736e-01
8.62012488e-02 1.73104853e-01]
[ -2.66596873e-01 -3.21804456e-01 1.01624194e-01 2.33280109e-01
-1.06465799e-01 -7.05014744e-02 6.33035337e-02 -2.58982790e-01
-2.54429682e-01 -6.43602305e-02]
[ 1.07470240e-01 -1.68551385e-01 -2.00189862e-02 1.24505981e-01
-4.74652198e-02 -8.94554463e-02 2.20692982e-01 3.58327998e-03
3.15564451e-02 1.08785656e-02]
[ 3.76915870e-02 -9.11807051e-02 -2.10693640e-01 1.52228322e-01
-5.24523379e-02 8.35317662e-02 -4.59510151e-02 -1.98337247e-02
-8.89886777e-02 -3.57858937e-03]
[ -1.16174949e-01 -6.32287152e-02 -2.00297275e-01 1.63422868e-01
-1.12876564e-02 1.32250709e-01 -1.88374217e-03 -2.49826204e-01
7.61307945e-02 -1.91001980e-01]
[ -6.65649426e-02 -3.54908797e-02 2.76438657e-01 1.02364230e-01
1.09636754e-01 -6.21328199e-02 -1.27279487e-01 1.20871965e-01
7.62438971e-02 3.76415021e-02]
[ 5.48289266e-02 -3.05192432e-02 8.69014414e-02 8.47067420e-02
6.11625449e-02 -1.60405477e-02 2.31764188e-01 1.20214843e-01
-3.06384075e-02 -6.59118813e-02]
[ 1.07595824e-02 -1.47384460e-01 -2.90851199e-01 -4.92906625e-02
1.55606976e-01 -9.26691841e-02 1.51986003e-01 1.63529147e-01
1.10221464e-01 -2.79098858e-02]
[ 4.88320992e-02 -1.81038333e-02 -1.16574251e-01 4.39576343e-02
-9.71055795e-02 3.21870936e-01 2.64850167e-01 2.04719774e-01
-1.60659471e-01 -6.20820839e-02]
[ 1.75517798e-03 -1.15317147e-02 1.22669020e-01 1.05565647e-01
1.67210577e-04 1.05561826e-01 -1.18307955e-01 -4.16836082e-02
2.13315818e-01 7.83214947e-02]
[ 1.11562211e-01 7.90356582e-02 -4.48587977e-02 -9.63345836e-02
-1.01878093e-01 -3.30724873e-01 1.14197236e-01 8.75318108e-03
1.44380370e-01 9.13204916e-02]
[ -1.00794330e-01 -1.74679812e-02 -1.56304117e-02 2.24946212e-02
4.46443834e-03 -2.03893999e-01 -7.78181357e-02 -1.99443386e-02
1.61863592e-02 1.27344157e-01]
[ -1.52432805e-01 -1.03693034e-01 -2.00288774e-01 -1.17478570e-02
-2.74140449e-01 -2.22159155e-03 2.68093164e-02 -2.44471765e-02
-3.15836230e-03 5.17668905e-02]
[ -3.13071825e-02 -1.06736315e-01 -7.52289825e-02 -1.27793747e-01
5.32883203e-01 2.76117896e-01 5.77460567e-01 1.12968528e-01
-1.82401234e-01 -3.78647687e-01]
[ -1.86983716e-02 -4.06377855e-01 -3.11463850e-02 -7.58895032e-02
6.67466532e-01 1.01629280e-01 5.39445045e-01 9.12072618e-02
2.75110291e-02 -3.87805624e-01]
[ 1.04378970e-02 -4.59282076e-01 -4.36075202e-02 -1.07822878e-01
6.77553503e-01 2.35824827e-02 5.04732646e-01 4.86203754e-02
-3.64328041e-01 -2.19896805e-01]
[ -1.70754177e-01 -6.02307182e-01 -9.43828191e-03 -2.02896267e-01
7.68513205e-01 -9.09449015e-02 6.29814646e-01 -8.28753978e-02
-6.74433915e-02 8.41778144e-02]
[ -2.93560958e-01 -4.16623602e-01 5.62073533e-02 -4.55693004e-02
9.08751230e-01 1.41555270e-01 4.32355605e-01 4.77747030e-02
-8.72612327e-02 -1.34201110e-01]
[ -2.07076923e-01 -3.16765950e-01 2.50923193e-01 -2.44567329e-01
6.68699440e-01 -4.40523209e-02 7.00396290e-01 1.29181710e-02
-2.58382131e-01 -2.93660575e-02]
[ -1.28607195e-01 -2.23279331e-01 -1.80141180e-01 -9.84836744e-02
4.81293221e-01 -2.30943162e-01 1.77474206e-01 1.69148279e-01
-7.09430563e-03 -1.15998901e-01]
[ 1.03278727e-01 2.31115318e-01 1.60493727e-01 -1.02788535e-01
-5.04781637e-02 5.34401502e-02 -1.35296543e-01 2.82082241e-01
6.64104279e-02 1.68344544e-01]
[ 3.48128915e-01 3.24742110e-01 -8.33705483e-02 3.10798406e-01
-8.76725861e-01 -2.86963771e-01 -4.77232676e-01 1.77113922e-01
3.81762555e-01 -3.37212456e-02]
[ 4.57559616e-02 1.29884719e-01 2.52521088e-01 2.47303147e-01
-5.34445915e-02 -1.95496656e-01 -1.74060208e-01 -1.33126698e-01
-1.41088876e-01 -2.91493097e-01]
[ 2.47578795e-02 -6.24483913e-02 -1.17962679e-01 -5.24639096e-02
2.27224717e-01 3.98782942e-02 -8.74283919e-03 -1.84537714e-01
3.51942198e-02 2.08882380e-01]
[ 8.18439047e-04 -5.29376959e-02 -6.71911641e-02 -5.21043236e-02
-2.13984097e-02 -1.77134202e-01 8.68097908e-02 9.88184933e-03
3.64792466e-02 3.60622237e-03]
[ 2.51446890e-02 6.58274530e-02 2.42401932e-01 6.82441318e-02
-2.12324731e-01 -1.33549666e-01 1.17799883e-01 3.91306226e-02
-1.90069036e-01 1.01413014e-01]
[ 7.40305733e-02 3.98100335e-02 1.08179486e-01 9.65402338e-03
-2.46903296e-01 6.78514250e-02 5.66849052e-02 -2.70706450e-01
-1.57970333e-02 -8.65160795e-02]
[ -3.80646568e-03 1.12474937e-01 8.75529147e-02 -2.04431717e-02
-7.46149537e-02 1.77685487e-01 7.75315067e-02 1.19148712e-01
-1.38669526e-02 1.81506732e-01]
[ 2.22444635e-01 7.56612334e-02 2.90112177e-02 8.26041790e-02
2.87361061e-02 -2.39545842e-02 -1.71566198e-01 1.48495125e-01
-5.32295951e-02 -1.84057725e-02]
[ 4.57214530e-02 6.59139782e-03 1.82595271e-02 4.55848288e-02
-4.26816546e-01 -1.24121186e-01 -2.15398620e-01 4.14381279e-02
1.22303606e-01 1.96804072e-01]
[ 4.94890323e-02 5.11789583e-01 1.24211740e-01 4.22111595e-01
-1.15104842e+00 -3.04802534e-01 -5.99126784e-01 -7.18385162e-02
2.91559481e-01 3.33851763e-01]
[ 1.78699815e-01 5.01142079e-01 6.63291180e-02 4.26713664e-01
-9.26385918e-01 -8.41177160e-02 -4.40192311e-01 1.51056831e-01
2.10213475e-01 4.82649211e-01]
[ 2.59445578e-01 3.21911441e-01 2.48570466e-01 1.55069449e-01
-4.54071964e-01 7.82438249e-02 -2.30067891e-01 1.63151110e-01
2.45044733e-01 8.51371072e-02]
[ -7.25436121e-02 2.24514141e-01 2.41974472e-01 1.83766222e-02
-4.37220648e-02 1.30194987e-01 -1.04130145e-01 -1.50351542e-02
-3.14069420e-02 5.20500685e-02]
[ -9.69152401e-02 1.52059539e-03 2.55309087e-02 9.60861975e-02
-6.06352022e-02 1.15153458e-01 2.46685256e-01 2.03228817e-02
-2.72786649e-01 -9.06780066e-02]
[ -2.23147105e-01 -3.53183851e-02 -9.43756057e-02 -3.47348918e-01
1.91143698e-01 1.20383502e-01 1.12136245e-01 1.03188779e-01
-2.09552333e-01 2.93120015e-02]
[ 1.03815127e-02 -3.94208177e-01 -1.27393049e-01 -1.61180414e-01
3.70510229e-01 2.57208336e-02 1.85737288e-01 1.52496963e-01
-1.65092362e-01 -2.21894205e-01]
[ 1.20534430e-01 -2.32941718e-01 -1.52161410e-01 -1.74810792e-02
6.62484108e-02 -5.04708895e-02 8.32142106e-02 -1.52519593e-01
1.17331155e-01 -1.47009563e-01]
[ -1.19391762e-01 7.23323059e-02 2.62446401e-01 -1.14357483e-02
1.66135830e-01 8.23220526e-02 4.45643914e-02 -2.97840632e-01
-1.15406106e-01 -6.21130690e-02]
[ -3.52847513e-01 1.94553443e-02 1.21872430e-02 -3.31018861e-02
1.69918895e-01 -1.71890815e-01 1.80254823e-02 2.33954647e-01
-9.14817295e-02 6.81204681e-02]
[ 1.46703629e-01 2.86720556e-02 -2.33885466e-01 -8.09442658e-02
1.02015492e-01 -2.98165010e-01 6.19553417e-02 -1.67484870e-01
2.63370273e-03 -1.86652233e-01]
[ 2.10633667e-01 -1.85541554e-01 6.37334519e-02 -2.36993947e-02
9.69113352e-02 -3.53599719e-02 3.85787610e-02 -1.36857721e-01
1.12789954e-01 -1.80857930e-01]
[ -1.04591117e-01 -6.93352335e-02 1.21690709e-01 1.10341054e-01
3.91966421e-02 -1.13927607e-01 2.54599862e-01 -7.78323203e-02
1.84477417e-01 -2.97155785e-03]
[ -4.06748498e-03 -1.78923791e-01 2.00104751e-01 -2.47272878e-01
-8.48288871e-02 1.16248499e-01 6.61716234e-02 -1.17062436e-01
2.41078859e-02 2.22646594e-01]]
[[ 0.62779689]
[ 1.63421846]
[ 0.2689416 ]
[ 0.87857327]
[-2.68417207]
[-0.24915021]
[-1.63641782]
[ 0.07435418]
[ 0.70526631]
[ 0.89971949]]
Progress: 35.5% ... Training loss: 0.278 ... Validation loss: 0.455[[ 1.61973445e-01 2.20116175e-01 -1.05713591e-01 1.10078248e-01
-5.45082660e-01 -7.14524991e-02 -6.36253020e-02 1.21816579e-01
-5.87653217e-02 1.87644508e-01]
[ 1.45958655e-02 1.53604797e-01 -1.90889793e-02 4.64726509e-02
8.29885410e-02 -6.87236623e-03 3.10850137e-01 4.13011412e-02
1.42042401e-01 -2.71900842e-02]
[ 1.85277734e-01 7.10756423e-01 9.70027732e-03 -4.13415126e-02
5.20537740e-01 -2.20288646e-02 -7.88911402e-01 -4.06727215e-02
5.19675467e-02 2.75042324e-01]
[ 2.17930792e-02 -3.38270566e-01 -2.09964037e-01 1.23124791e-01
-1.65885828e-02 1.41976853e-01 1.64798149e-01 6.08280168e-02
8.74425002e-02 2.34694402e-01]
[ -2.23235037e-02 1.01988619e-01 -1.50992589e-01 3.25476194e-02
1.44331121e-02 -1.78959770e-01 7.19550588e-02 -1.19145695e-01
-1.99330574e-01 -4.45748585e-02]
[ -3.80318068e-01 -6.08599548e-01 -2.94920332e-01 1.65848332e-01
-1.77275007e-02 3.93644616e-02 2.99565159e-01 -3.73170930e-02
-1.49895163e-02 -8.98950224e-03]
[ -6.05182067e-03 -2.13319173e-01 8.81143889e-03 8.75175110e-02
6.32278614e-03 -7.02570598e-02 1.79618088e-01 -1.90891037e-01
1.92378448e-01 2.90999680e-02]
[ 1.10326268e-01 -2.46987491e-01 3.36131834e-02 -7.21695808e-02
6.51587506e-02 -4.77996942e-02 7.74961225e-02 1.19408945e-01
7.91204127e-02 -2.56442159e-02]
[ -1.74199450e-01 -1.36175000e-01 -3.03392885e-01 -2.13129558e-02
-1.02899769e-02 6.92052987e-02 -1.48515263e-01 -2.90475958e-02
2.62271598e-01 -1.32598991e-01]
[ 5.70193400e-02 -3.76963129e-01 9.01203334e-02 3.50236056e-02
-7.43497513e-02 -1.19259409e-01 1.74815555e-01 -1.03915277e-01
2.50324856e-02 1.06906209e-01]
[ -8.87031028e-02 -6.54228372e-02 -9.42151381e-04 -1.50147514e-01
-6.36583527e-03 1.94587619e-02 1.95346129e-01 -1.03230008e-01
-1.72433974e-02 -1.31757186e-01]
[ -1.24182021e-01 -1.65747360e-01 -7.20891114e-02 -7.13069072e-03
3.88732308e-01 1.02883246e-01 1.23755917e-01 -1.66628348e-02
-1.74788775e-01 -2.20250264e-01]
[ -1.57533965e-01 3.66753400e-03 6.16462445e-02 2.09043254e-02
-1.70781290e-01 -2.19462599e-01 -1.76832215e-01 -1.97090736e-01
8.62012488e-02 1.73104853e-01]
[ -2.66620426e-01 -3.21919802e-01 1.01603057e-01 2.33306886e-01
-1.06713704e-01 -7.05089788e-02 6.34061748e-02 -2.58984303e-01
-2.54470017e-01 -6.43850238e-02]
[ 1.07734890e-01 -1.68401334e-01 -1.98893915e-02 1.24917533e-01
-4.85781935e-02 -8.95773194e-02 2.20522869e-01 3.62161833e-03
3.19142005e-02 1.12672055e-02]
[ 3.70850361e-02 -9.27759535e-02 -2.10934830e-01 1.51377617e-01
-4.98363633e-02 8.37719842e-02 -4.42264370e-02 -1.99032675e-02
-8.96582356e-02 -4.31611680e-03]
[ -1.15984088e-01 -6.26822692e-02 -2.00212901e-01 1.63666888e-01
-1.09444956e-02 1.32186832e-01 -2.43519587e-03 -2.49799748e-01
7.63552847e-02 -1.90747054e-01]
[ -6.67986377e-02 -3.58894586e-02 2.76337054e-01 1.02036042e-01
1.10648334e-01 -6.20470665e-02 -1.26682205e-01 1.20845627e-01
7.59717056e-02 3.73274993e-02]
[ 5.45787238e-02 -3.07419808e-02 8.67532902e-02 8.42527268e-02
6.26262148e-02 -1.59134267e-02 2.32132425e-01 1.20173810e-01
-3.09437949e-02 -6.63535047e-02]
[ 1.05225903e-02 -1.47805144e-01 -2.90922928e-01 -4.94805452e-02
1.54977966e-01 -9.26381544e-02 1.52209694e-01 1.63514032e-01
1.10002957e-01 -2.81958524e-02]
[ 5.01911517e-02 -1.48011305e-02 -1.15947942e-01 4.59753756e-02
-1.03201499e-01 3.21300924e-01 2.61433327e-01 2.04889275e-01
-1.59018998e-01 -6.01407686e-02]
[ 1.68854349e-03 -1.16441756e-02 1.22655338e-01 1.05467438e-01
4.99443704e-04 1.05597672e-01 -1.17938447e-01 -4.16927761e-02
2.13219617e-01 7.82147684e-02]
[ 1.11255947e-01 7.84416575e-02 -4.50050365e-02 -9.67950239e-02
-1.00539251e-01 -3.30603312e-01 1.14945054e-01 8.71064648e-03
1.44070991e-01 9.07604436e-02]
[ -1.01041685e-01 -1.81690823e-02 -1.57311898e-02 2.21518417e-02
4.96729509e-03 -2.03810367e-01 -7.72304487e-02 -1.99722711e-02
1.59262601e-02 1.26987421e-01]
[ -1.52908434e-01 -1.04882106e-01 -2.00487550e-01 -1.24181715e-02
-2.73261956e-01 -2.03393421e-03 2.81141274e-02 -2.45039868e-02
-3.66546231e-03 5.10773495e-02]
[ -3.12647045e-02 -1.06683966e-01 -7.52065894e-02 -1.27715652e-01
5.32649479e-01 2.76095784e-01 5.77404411e-01 1.12975032e-01
-1.82339354e-01 -3.78570602e-01]
[ -1.85000059e-02 -4.06378863e-01 -3.10576807e-02 -7.55582401e-02
6.66268798e-01 1.01536152e-01 5.39347870e-01 9.12343375e-02
2.77797443e-02 -3.87517748e-01]
[ 1.02803073e-02 -4.59558163e-01 -4.36703317e-02 -1.08048128e-01
6.78258940e-01 2.36476214e-02 5.05072859e-01 4.86009291e-02
-3.64513585e-01 -2.20130623e-01]
[ -1.70860598e-01 -6.02572365e-01 -9.48229544e-03 -2.03054737e-01
7.68983102e-01 -9.08995668e-02 6.30086828e-01 -8.28888329e-02
-6.75650643e-02 8.40185732e-02]
[ -2.93531775e-01 -4.16903790e-01 5.62095800e-02 -4.54903365e-02
9.08467492e-01 1.41528289e-01 4.32695934e-01 4.77827382e-02
-8.71797589e-02 -1.34133853e-01]
[ -2.06753639e-01 -3.16538986e-01 2.51068656e-01 -2.44074312e-01
6.67279510e-01 -4.41985068e-02 7.00100229e-01 1.29585085e-02
-2.57982820e-01 -2.88708993e-02]
[ -1.28494321e-01 -2.23023484e-01 -1.80082145e-01 -9.83263451e-02
4.80956584e-01 -2.30989069e-01 1.77147523e-01 1.69161037e-01
-6.97273508e-03 -1.15816887e-01]
[ 1.02763593e-01 2.30396603e-01 1.60276379e-01 -1.03488288e-01
-4.85592719e-02 5.36448340e-02 -1.34328127e-01 2.82021594e-01
6.58763336e-02 1.67627497e-01]
[ 3.47749503e-01 3.23874923e-01 -8.35463592e-02 3.10212461e-01
-8.75121699e-01 -2.86770887e-01 -4.76272677e-01 1.77062680e-01
3.81363167e-01 -3.43172314e-02]
[ 4.58767465e-02 1.30038658e-01 2.52565007e-01 2.47411302e-01
-5.38098948e-02 -1.95546502e-01 -1.74278143e-01 -1.33113256e-01
-1.40971179e-01 -2.91347741e-01]
[ 2.50450218e-02 -6.15504332e-02 -1.17837404e-01 -5.20215180e-02
2.25894898e-01 3.97524415e-02 -9.63926629e-03 -1.84498913e-01
3.55188886e-02 2.09313934e-01]
[ 7.50791285e-04 -5.28935354e-02 -6.72260721e-02 -5.22069735e-02
-2.12333050e-02 -1.77126346e-01 8.66834669e-02 9.86824619e-03
3.63893784e-02 3.52523680e-03]
[ 2.45268379e-02 6.44599997e-02 2.42158871e-01 6.74063592e-02
-2.09978123e-01 -1.33323852e-01 1.19103811e-01 3.90604624e-02
-1.90755093e-01 1.00526875e-01]
[ 7.40396995e-02 4.00116652e-02 1.08206848e-01 9.72218971e-03
-2.47252597e-01 6.78442592e-02 5.65260673e-02 -2.70696215e-01
-1.57203349e-02 -8.63773488e-02]
[ -4.84653151e-03 1.10201456e-01 8.70862781e-02 -2.19809451e-02
-7.00236130e-02 1.78090610e-01 8.01409658e-02 1.19025661e-01
-1.50833380e-02 1.80024158e-01]
[ 2.22644550e-01 7.60902582e-02 2.90883503e-02 8.28964710e-02
2.79640323e-02 -2.40444698e-02 -1.72094717e-01 1.48518628e-01
-5.30205125e-02 -1.81135951e-02]
[ 4.65294608e-02 8.79492867e-03 1.86201314e-02 4.67541126e-02
-4.30261850e-01 -1.24432427e-01 -2.17350127e-01 4.15360733e-02
1.23202514e-01 1.97974211e-01]
[ 4.90267161e-02 5.10610932e-01 1.24017365e-01 4.21454923e-01
-1.14969062e+00 -3.04638426e-01 -5.98085639e-01 -7.18911420e-02
2.91058178e-01 3.33199257e-01]
[ 1.79476336e-01 5.02710737e-01 6.66803457e-02 4.27901194e-01
-9.30127014e-01 -8.44490889e-02 -4.41766222e-01 1.51153166e-01
2.11169304e-01 4.83589149e-01]
[ 2.59382398e-01 3.21844733e-01 2.48537484e-01 1.54930370e-01
-4.53658841e-01 7.82813399e-02 -2.29962869e-01 1.63139708e-01
2.44932211e-01 8.50283378e-02]
[ -7.21489842e-02 2.25584148e-01 2.42152029e-01 1.89551595e-02
-4.55432679e-02 1.30030556e-01 -1.05238266e-01 -1.49876747e-02
-3.09450484e-02 5.25753894e-02]
[ -9.72148606e-02 8.74608155e-04 2.53978063e-02 9.56638553e-02
-5.94849482e-02 1.15278955e-01 2.47351888e-01 2.02855659e-02
-2.73136905e-01 -9.11220123e-02]
[ -2.22847778e-01 -3.45539194e-02 -9.42468887e-02 -3.46930389e-01
1.89883375e-01 1.20264654e-01 1.11345556e-01 1.03223958e-01
-2.09216802e-01 2.97276367e-02]
[ 9.85680172e-03 -3.95486097e-01 -1.27600623e-01 -1.61912704e-01
3.72744798e-01 2.59293880e-02 1.87146156e-01 1.52436567e-01
-1.65664570e-01 -2.22633458e-01]
[ 1.20976432e-01 -2.31335854e-01 -1.51939399e-01 -1.66806791e-02
6.38359792e-02 -5.06612157e-02 8.17836640e-02 -1.52459006e-01
1.17913885e-01 -1.46335302e-01]
[ -1.19695541e-01 7.10962167e-02 2.62319470e-01 -1.18168922e-02
1.66750762e-01 8.24345500e-02 4.58161881e-02 -2.97868530e-01
-1.15690847e-01 -6.25520359e-02]
[ -3.53821210e-01 1.72973147e-02 1.17562882e-02 -3.44990093e-02
1.73579579e-01 -1.71554233e-01 2.01866294e-02 2.33837517e-01
-9.25998415e-02 6.66304550e-02]
[ 1.46773480e-01 2.90356811e-02 -2.33828130e-01 -8.07945789e-02
1.01988917e-01 -2.98213814e-01 6.20091858e-02 -1.67471642e-01
2.75221487e-03 -1.86578785e-01]
[ 2.10216325e-01 -1.87035224e-01 6.35658883e-02 -2.43028127e-02
9.87495688e-02 -3.51920928e-02 3.99000398e-02 -1.36902142e-01
1.12355678e-01 -1.81341219e-01]
[ -1.04160107e-01 -6.83855441e-02 1.21889718e-01 1.10925761e-01
3.76301223e-02 -1.14098715e-01 2.53569628e-01 -7.77795784e-02
1.84991318e-01 -2.41111517e-03]
[ -3.94784279e-03 -1.78305211e-01 2.00148838e-01 -2.47120431e-01
-8.65362100e-02 1.16191332e-01 6.57321829e-02 -1.17055236e-01
2.42738328e-02 2.22818626e-01]]
[[ 0.62787675]
[ 1.63229085]
[ 0.26657709]
[ 0.87778245]
[-2.6862737 ]
[-0.249213 ]
[-1.63804674]
[ 0.07340971]
[ 0.70397593]
[ 0.89971502]]
Progress: 35.5% ... Training loss: 0.278 ... Validation loss: 0.456[[ 1.61254580e-01 2.18410576e-01 -1.06077870e-01 1.08701357e-01
-5.40221226e-01 -7.10995630e-02 -6.21475448e-02 1.21715433e-01
-5.96378402e-02 1.86602797e-01]
[ 1.44412551e-02 1.53222770e-01 -1.91506137e-02 4.62615376e-02
8.35317092e-02 -6.81260636e-03 3.11225850e-01 4.12838617e-02
1.41874335e-01 -2.73854372e-02]
[ 1.84622756e-01 7.06995736e-01 9.33325535e-03 -4.25569392e-02
5.25447512e-01 -2.17478644e-02 -7.86204412e-01 -4.07547808e-02
5.10267476e-02 2.74241543e-01]
[ 2.01818354e-02 -3.41446655e-01 -2.10595726e-01 1.21152850e-01
-1.02590778e-02 1.42580975e-01 1.68357623e-01 6.06504308e-02
8.57550115e-02 2.32641780e-01]
[ -2.07970223e-02 1.05853320e-01 -1.50290340e-01 3.46771207e-02
6.97653571e-03 -1.79563197e-01 6.78208092e-02 -1.18971035e-01
-1.97381152e-01 -4.23882397e-02]
[ -3.80441436e-01 -6.08298217e-01 -2.95036222e-01 1.65425578e-01
-1.69861165e-02 3.94857132e-02 2.99242313e-01 -3.73489291e-02
-1.52489266e-02 -9.34202231e-03]
[ -7.11291609e-03 -2.15701351e-01 8.36533931e-03 8.61131291e-02
1.04690592e-02 -6.98523111e-02 1.82162924e-01 -1.91012448e-01
1.91312713e-01 2.76654145e-02]
[ 1.09182295e-01 -2.50256260e-01 3.30053646e-02 -7.40911964e-02
7.05126490e-02 -4.72896962e-02 8.05205321e-02 1.19256117e-01
7.76494077e-02 -2.74829783e-02]
[ -1.74169065e-01 -1.36305776e-01 -3.03376434e-01 -2.12883527e-02
-1.00607485e-02 6.91962426e-02 -1.48485911e-01 -2.90455139e-02
2.62244671e-01 -1.32532532e-01]
[ 5.39537358e-02 -3.83938058e-01 8.86649822e-02 3.02400382e-02
-6.11293803e-02 -1.17922937e-01 1.81757112e-01 -1.04312723e-01
2.13216278e-02 1.02239343e-01]
[ -8.83773100e-02 -6.49075765e-02 -7.94482358e-04 -1.49699259e-01
-7.62436600e-03 1.92984954e-02 1.94841553e-01 -1.03184603e-01
-1.67892472e-02 -1.31234393e-01]
[ -1.23740260e-01 -1.64768084e-01 -7.19347874e-02 -6.51952715e-03
3.87241251e-01 1.02733983e-01 1.22594686e-01 -1.66147869e-02
-1.74355145e-01 -2.19665567e-01]
[ -1.57533965e-01 3.66753400e-03 6.16462445e-02 2.09043254e-02
-1.70781290e-01 -2.19462599e-01 -1.76832215e-01 -1.97090736e-01
8.62012488e-02 1.73104853e-01]
[ -2.66873898e-01 -3.22096842e-01 1.01466690e-01 2.32865220e-01
-1.05628783e-01 -7.03689808e-02 6.37385977e-02 -2.59024860e-01
-2.54844236e-01 -6.48682680e-02]
[ 1.07420432e-01 -1.68866295e-01 -2.00252171e-02 1.24490887e-01
-4.78618627e-02 -8.94565464e-02 2.20963621e-01 3.58428907e-03
3.15898397e-02 1.08063560e-02]
[ 3.73446234e-02 -9.22666822e-02 -2.10845630e-01 1.51606064e-01
-5.01645939e-02 8.36686707e-02 -4.50505325e-02 -1.98693701e-02
-8.94269419e-02 -3.90601923e-03]
[ -1.15200156e-01 -6.08495383e-02 -1.99877831e-01 1.64783046e-01
-1.40326152e-02 1.31896614e-01 -4.24163803e-03 -2.49713777e-01
7.72758007e-02 -1.89656448e-01]
[ -6.81028270e-02 -3.90152323e-02 2.75781934e-01 1.00238455e-01
1.15797043e-01 -6.15431262e-02 -1.23349237e-01 1.20694877e-01
7.46111691e-02 3.55207692e-02]
[ 5.42764916e-02 -3.13460645e-02 8.66136765e-02 8.38412441e-02
6.38722655e-02 -1.57961339e-02 2.32848748e-01 1.20140830e-01
-3.12639077e-02 -6.67240429e-02]
[ 1.03801922e-02 -1.48278781e-01 -2.91002832e-01 -4.97126865e-02
1.55567708e-01 -9.25788263e-02 1.52467076e-01 1.63494045e-01
1.09819474e-01 -2.84226413e-02]
[ 4.92658540e-02 -1.71700574e-02 -1.16393259e-01 4.45228166e-02
-9.90737884e-02 3.21698732e-01 2.63557440e-01 2.04769021e-01
-1.60170785e-01 -6.15629570e-02]
[ 2.34346842e-03 -1.05087337e-02 1.22887700e-01 1.06242580e-01
-1.67108949e-03 1.05380079e-01 -1.19208890e-01 -4.16223407e-02
2.13804465e-01 7.89959455e-02]
[ 1.10784090e-01 7.71002886e-02 -4.51950795e-02 -9.74650498e-02
-9.85962971e-02 -3.30426498e-01 1.16242382e-01 8.65460213e-03
1.43562852e-01 9.01373567e-02]
[ -1.01315385e-01 -1.87192133e-02 -1.58525974e-02 2.17502367e-02
6.17222375e-03 -2.03699220e-01 -7.66011351e-02 -2.00057107e-02
1.56057383e-02 1.26574176e-01]
[ -1.52917325e-01 -1.04734021e-01 -2.00493943e-01 -1.24283548e-02
-2.73265636e-01 -2.02296725e-03 2.81602573e-02 -2.45069443e-02
-3.68203855e-03 5.10427634e-02]
[ -3.12546165e-02 -1.06756501e-01 -7.52151962e-02 -1.27719624e-01
5.32785866e-01 2.76094993e-01 5.77442002e-01 1.12974478e-01
-1.82344258e-01 -3.78571883e-01]
[ -1.89066218e-02 -4.07304702e-01 -3.12327993e-02 -7.61407117e-02
6.68029288e-01 1.01702406e-01 5.40389803e-01 9.11879392e-02
2.73288835e-02 -3.88117783e-01]
[ 1.02052802e-02 -4.59744123e-01 -4.37117380e-02 -1.08162791e-01
6.78862384e-01 2.36911155e-02 5.05106596e-01 4.85921908e-02
-3.64627012e-01 -2.20241066e-01]
[ -1.70927426e-01 -6.02912536e-01 -9.50167672e-03 -2.03125760e-01
7.69092798e-01 -9.08798072e-02 6.30389699e-01 -8.28943929e-02
-6.76182113e-02 8.39693998e-02]
[ -2.93900967e-01 -4.17873265e-01 5.60531839e-02 -4.60012570e-02
9.09727469e-01 1.41667862e-01 4.33617306e-01 4.77396206e-02
-8.75825297e-02 -1.34662924e-01]
[ -2.06860336e-01 -3.16653123e-01 2.51018185e-01 -2.44239825e-01
6.67709997e-01 -4.41513417e-02 7.00259793e-01 1.29447405e-02
-2.58115564e-01 -2.90360157e-02]
[ -1.29297980e-01 -2.24608871e-01 -1.80417608e-01 -9.94987800e-02
4.84450046e-01 -2.30661333e-01 1.79029558e-01 1.69063908e-01
-7.88794218e-03 -1.16896514e-01]
[ 1.03157718e-01 2.31133916e-01 1.60448248e-01 -1.02924747e-01
-5.00189911e-02 5.34849228e-02 -1.35179356e-01 2.82068851e-01
6.63122256e-02 1.68179418e-01]
[ 3.47846338e-01 3.24209030e-01 -8.35092405e-02 3.10315704e-01
-8.74508863e-01 -2.86803600e-01 -4.76561731e-01 1.77071360e-01
3.81598834e-01 -3.42058129e-02]
[ 4.57797457e-02 1.29811317e-01 2.52521713e-01 2.47252967e-01
-5.34014607e-02 -1.95508613e-01 -1.74051273e-01 -1.33124455e-01
-1.41072187e-01 -2.91482170e-01]
[ 2.49021281e-02 -6.23106331e-02 -1.17911185e-01 -5.22659351e-02
2.26372258e-01 3.98104143e-02 -9.14830114e-03 -1.84519738e-01
3.53206064e-02 2.09129003e-01]
[ 5.45399558e-04 -5.33820562e-02 -6.73067767e-02 -5.24896686e-02
-2.05005547e-02 -1.77061111e-01 8.71651021e-02 9.84417279e-03
3.61691303e-02 3.23385276e-03]
[ 2.40356536e-02 6.32727036e-02 2.41921670e-01 6.66119239e-02
-2.07731865e-01 -1.33109097e-01 1.20286526e-01 3.89938279e-02
-1.91436899e-01 9.97714283e-02]
[ 7.42757161e-02 4.04955029e-02 1.08312123e-01 1.00486162e-02
-2.48289351e-01 6.77487885e-02 5.59735890e-02 -2.70669532e-01
-1.54462690e-02 -8.60361103e-02]
[ -5.04395670e-03 1.09722378e-01 8.69730156e-02 -2.23251694e-02
-6.89128463e-02 1.78188771e-01 8.05227086e-02 1.18996900e-01
-1.53533684e-02 1.79698872e-01]
[ 2.22493704e-01 7.57795241e-02 2.90114691e-02 8.26788267e-02
2.86854916e-02 -2.39870173e-02 -1.71671084e-01 1.48502145e-01
-5.31960185e-02 -1.83405065e-02]
[ 4.70472552e-02 1.00053775e-02 1.88239473e-02 4.74366332e-02
-4.32352081e-01 -1.24631636e-01 -2.18471347e-01 4.15959122e-02
1.23775339e-01 1.98678264e-01]
[ 4.86506775e-02 5.09601684e-01 1.23820044e-01 4.20830758e-01
-1.14794471e+00 -3.04452442e-01 -5.97269756e-01 -7.19421510e-02
2.90567286e-01 3.32608276e-01]
[ 1.79467072e-01 5.02706762e-01 6.66481517e-02 4.27848835e-01
-9.30529022e-01 -8.44140002e-02 -4.41685468e-01 1.51146210e-01
2.11074015e-01 4.83412680e-01]
[ 2.59913758e-01 3.23406098e-01 2.48780821e-01 1.55745678e-01
-4.56060848e-01 7.80555810e-02 -2.31396148e-01 1.63206199e-01
2.45552621e-01 8.58412902e-02]
[ -7.20441395e-02 2.26001372e-01 2.42184408e-01 1.90752061e-02
-4.60768929e-02 1.29998074e-01 -1.05631080e-01 -1.49770078e-02
-3.08479236e-02 5.27008483e-02]
[ -9.75674631e-02 1.36657089e-04 2.52464570e-02 9.51546643e-02
-5.82425036e-02 1.15418317e-01 2.48006819e-01 2.02432913e-02
-2.73507465e-01 -9.16333862e-02]
[ -2.23297024e-01 -3.55406481e-02 -9.44446776e-02 -3.47572647e-01
1.91654924e-01 1.20448464e-01 1.12414256e-01 1.03170355e-01
-2.09722786e-01 2.90947211e-02]
[ 9.96759917e-03 -3.95326207e-01 -1.27557157e-01 -1.61757216e-01
3.72276211e-01 2.58829765e-02 1.86875050e-01 1.52450042e-01
-1.65540966e-01 -2.22475005e-01]
[ 1.19938857e-01 -2.33827652e-01 -1.52429348e-01 -1.80684773e-02
6.71678084e-02 -5.02155097e-02 8.41814923e-02 -1.52593581e-01
1.16830795e-01 -1.47905265e-01]
[ -1.19899609e-01 7.03555056e-02 2.62245572e-01 -1.21819642e-02
1.68595396e-01 8.25139980e-02 4.62907951e-02 -2.97891773e-01
-1.15917542e-01 -6.28062905e-02]
[ -3.53975025e-01 1.71691979e-02 1.16496055e-02 -3.48361197e-02
1.74202727e-01 -1.71464261e-01 2.04821072e-02 2.33811550e-01
-9.28682589e-02 6.62156435e-02]
[ 1.45903174e-01 2.65682259e-02 -2.34240873e-01 -8.21595201e-02
1.05952136e-01 -2.97829686e-01 6.43785982e-02 -1.67586361e-01
1.67050992e-03 -1.87909880e-01]
[ 2.10526005e-01 -1.86133063e-01 6.36689432e-02 -2.39991347e-02
9.86843252e-02 -3.52898556e-02 3.87216508e-02 -1.36872573e-01
1.12567153e-01 -1.80888302e-01]
[ -1.04555891e-01 -6.94325826e-02 1.21705574e-01 1.10327872e-01
3.91823823e-02 -1.13932949e-01 2.54610021e-01 -7.78248847e-02
1.84474007e-01 -2.98248389e-03]
[ -3.89402456e-03 -1.77812645e-01 2.00159841e-01 -2.47095446e-01
-8.73152710e-02 1.16151017e-01 6.56086047e-02 -1.17044989e-01
2.44164972e-02 2.22947826e-01]]
[[ 0.61926646]
[ 1.6276258 ]
[ 0.25824719]
[ 0.86899136]
[-2.69621788]
[-0.2558817 ]
[-1.64910632]
[ 0.06458813]
[ 0.69516161]
[ 0.89004213]]
Progress: 35.5% ... Training loss: 0.276 ... Validation loss: 0.451[[ 1.59049441e-01 2.13685016e-01 -1.06930417e-01 1.05778449e-01
-5.31841847e-01 -7.01604356e-02 -5.67240622e-02 1.21489674e-01
-6.22442831e-02 1.83509596e-01]
[ 1.45824191e-02 1.53415272e-01 -1.90984535e-02 4.64441675e-02
8.29704286e-02 -6.86659063e-03 3.11037087e-01 4.12974315e-02
1.42021977e-01 -2.72188252e-02]
[ 1.85379681e-01 7.08428836e-01 9.47367816e-03 -4.22901628e-02
5.28030258e-01 -2.18607319e-02 -7.87486248e-01 -4.07077369e-02
5.14624792e-02 2.74906025e-01]
[ 2.31240518e-02 -3.35496616e-01 -2.09229182e-01 1.25921404e-01
-2.29113054e-02 1.41358361e-01 1.61026907e-01 6.09792532e-02
8.93373647e-02 2.37005330e-01]
[ -2.45468675e-02 9.74240336e-02 -1.51580232e-01 3.04591471e-02
1.84915363e-02 -1.78204839e-01 7.65332674e-02 -1.19281825e-01
-2.01424672e-01 -4.74450944e-02]
[ -3.81554131e-01 -6.10378912e-01 -2.95411835e-01 1.64225897e-01
-1.52537132e-02 3.98522993e-02 3.01935998e-01 -3.74477185e-02
-1.63452838e-02 -1.07441692e-02]
[ -7.80535644e-03 -2.17782302e-01 8.16758334e-03 8.53748780e-02
1.31408523e-02 -6.95872084e-02 1.84305700e-01 -1.91063365e-01
1.90479435e-01 2.68233431e-02]
[ 1.08719506e-01 -2.51704869e-01 3.27670937e-02 -7.48419491e-02
7.32290543e-02 -4.70702862e-02 8.18075013e-02 1.19199262e-01
7.70302753e-02 -2.81919686e-02]
[ -1.72685974e-01 -1.32720295e-01 -3.02744084e-01 -1.91280597e-02
-1.51202698e-02 6.86149987e-02 -1.51807660e-01 -2.88851913e-02
2.63889297e-01 -1.30484128e-01]
[ 5.20635826e-02 -3.88296524e-01 8.78586194e-02 2.74824622e-02
-5.33076310e-02 -1.17070934e-01 1.86864272e-01 -1.04516336e-01
1.89274752e-02 9.93923494e-02]
[ -8.70786216e-02 -6.16963093e-02 -1.92171236e-04 -1.47614736e-01
-1.32464810e-02 1.86777669e-02 1.91955143e-01 -1.03032872e-01
-1.51472164e-02 -1.29144303e-01]
[ -1.23933629e-01 -1.65645660e-01 -7.19100255e-02 -6.37486533e-03
3.87102698e-01 1.02772563e-01 1.23175617e-01 -1.66091449e-02
-1.74507165e-01 -2.19813469e-01]
[ -1.57533965e-01 3.66753400e-03 6.16462445e-02 2.09043254e-02
-1.70781290e-01 -2.19462599e-01 -1.76832215e-01 -1.97090736e-01
8.62012488e-02 1.73104853e-01]
[ -2.66991300e-01 -3.22366990e-01 1.01472311e-01 2.32933376e-01
-1.06481219e-01 -7.03833406e-02 6.41001676e-02 -2.59022527e-01
-2.54841260e-01 -6.49069005e-02]
[ 1.06955705e-01 -1.69453177e-01 -2.02050804e-02 1.23936488e-01
-4.71368677e-02 -8.92863175e-02 2.21866445e-01 3.53599880e-03
3.10729293e-02 1.01633865e-02]
[ 3.65946941e-02 -9.41158104e-02 -2.11160069e-01 1.50511473e-01
-4.71099099e-02 8.39897644e-02 -4.30537372e-02 -1.99486719e-02
-9.03041044e-02 -5.02780802e-03]
[ -1.16085169e-01 -6.32908535e-02 -2.00162635e-01 1.63782557e-01
-1.08274172e-02 1.32235809e-01 -1.83019122e-03 -2.49789616e-01
7.62451520e-02 -1.90818405e-01]
[ -6.70184733e-02 -3.61873286e-02 2.76235668e-01 1.01784783e-01
1.11439023e-01 -6.19974282e-02 -1.26143917e-01 1.20808939e-01
7.58296326e-02 3.70711247e-02]
[ 5.31697359e-02 -3.39040648e-02 8.61541020e-02 8.22030785e-02
6.85178804e-02 -1.53228560e-02 2.35762070e-01 1.20022664e-01
-3.25741770e-02 -6.82665157e-02]
[ 1.01604114e-02 -1.49060697e-01 -2.91115676e-01 -5.00751217e-02
1.56620343e-01 -9.24742090e-02 1.53119281e-01 1.63466780e-01
1.09486302e-01 -2.88125096e-02]
[ 4.94951473e-02 -1.69002850e-02 -1.16314539e-01 4.48685934e-02
-9.93558930e-02 3.21615456e-01 2.62948865e-01 2.04793924e-01
-1.59894497e-01 -6.11686468e-02]
[ 1.96269814e-03 -1.15200456e-02 1.22726644e-01 1.05682252e-01
-5.21855824e-05 1.05539125e-01 -1.18135489e-01 -4.16630892e-02
2.13419708e-01 7.84427661e-02]
[ 1.12130326e-01 8.03275106e-02 -4.46183887e-02 -9.54998708e-02
-1.03220992e-01 -3.30954937e-01 1.13227239e-01 8.80011442e-03
1.45031694e-01 9.19934822e-02]
[ -1.00892932e-01 -1.77339689e-02 -1.56774742e-02 2.23549928e-02
4.49200076e-03 -2.03873612e-01 -7.76297531e-02 -1.99601329e-02
1.60848543e-02 1.27170923e-01]
[ -1.52860118e-01 -1.04570237e-01 -2.00450541e-01 -1.22765337e-02
-2.73709107e-01 -2.06580315e-03 2.80973896e-02 -2.44959614e-02
-3.57894586e-03 5.11912878e-02]
[ -3.12689981e-02 -1.06980585e-01 -7.52095460e-02 -1.27692382e-01
5.32707522e-01 2.76080484e-01 5.77732539e-01 1.12979494e-01
-1.82322638e-01 -3.78539689e-01]
[ -1.87645957e-02 -4.07143564e-01 -3.11600732e-02 -7.58890959e-02
6.67463982e-01 1.01627304e-01 5.40172503e-01 9.12073129e-02
2.75257943e-02 -3.87923674e-01]
[ 1.03596735e-02 -4.59740146e-01 -4.36605386e-02 -1.07962882e-01
6.78612721e-01 2.36387125e-02 5.04955486e-01 4.86078403e-02
-3.64470376e-01 -2.20017160e-01]
[ -1.70842558e-01 -6.02991634e-01 -9.46440013e-03 -2.03002022e-01
7.69003066e-01 -9.09112251e-02 6.30363456e-01 -8.28861974e-02
-6.74940536e-02 8.41096192e-02]
[ -2.93656199e-01 -4.17604178e-01 5.61948429e-02 -4.55257519e-02
9.08263237e-01 1.41530691e-01 4.33245153e-01 4.77742948e-02
-8.72258675e-02 -1.34236618e-01]
[ -2.06945001e-01 -3.16857105e-01 2.51002340e-01 -2.44283318e-01
6.67699436e-01 -4.41374274e-02 7.00526701e-01 1.29428418e-02
-2.58165431e-01 -2.90714482e-02]
[ -1.29293459e-01 -2.24425391e-01 -1.80431890e-01 -9.95054995e-02
4.84502267e-01 -2.30648147e-01 1.78935875e-01 1.69061932e-01
-7.87892337e-03 -1.16921458e-01]
[ 1.03351916e-01 2.31538639e-01 1.60539222e-01 -1.02663110e-01
-5.07809961e-02 5.34099042e-02 -1.35608208e-01 2.82087923e-01
6.65159270e-02 1.68521653e-01]
[ 3.48137642e-01 3.25393200e-01 -8.33627622e-02 3.10889545e-01
-8.76945140e-01 -2.86961431e-01 -4.77735036e-01 1.77106614e-01
3.81986980e-01 -3.36524123e-02]
[ 4.56116873e-02 1.29370482e-01 2.52454978e-01 2.47013659e-01
-5.26664873e-02 -1.95439179e-01 -1.73609184e-01 -1.33142293e-01
-1.41260905e-01 -2.91717750e-01]
[ 2.40661714e-02 -6.45589232e-02 -1.18272328e-01 -5.35064002e-02
2.30045244e-01 4.01653858e-02 -6.91146316e-03 -1.84610653e-01
3.43692843e-02 2.07902125e-01]
[ 3.34185860e-04 -5.38537290e-02 -6.73973412e-02 -5.28063357e-02
-1.95808870e-02 -1.76968272e-01 8.76722706e-02 9.82044038e-03
3.59147292e-02 2.91178746e-03]
[ 2.47660219e-02 6.54398025e-02 2.42219334e-01 6.75849726e-02
-2.10583466e-01 -1.33404202e-01 1.18382193e-01 3.90665852e-02
-1.90686933e-01 1.00672597e-01]
[ 7.40184800e-02 3.98586522e-02 1.08210487e-01 9.67631696e-03
-2.47186964e-01 6.78469587e-02 5.66769630e-02 -2.70693557e-01
-1.57428137e-02 -8.64042435e-02]
[ -5.48643345e-03 1.08668457e-01 8.67840528e-02 -2.29583453e-02
-6.70207270e-02 1.78368207e-01 8.16595607e-02 1.18949571e-01
-1.58617249e-02 1.79045240e-01]
[ 2.22407251e-01 7.56586852e-02 2.89725765e-02 8.25786555e-02
2.91043111e-02 -2.39519553e-02 -1.71486359e-01 1.48494022e-01
-5.32993157e-02 -1.84502300e-02]
[ 4.69395370e-02 9.67635067e-03 1.87662003e-02 4.72768724e-02
-4.31797972e-01 -1.24583801e-01 -2.18195869e-01 4.15862228e-02
1.23632556e-01 1.98514514e-01]
[ 4.92071657e-02 5.10795105e-01 1.24102724e-01 4.21722381e-01
-1.14934437e+00 -3.04659679e-01 -5.98170473e-01 -7.18713046e-02
2.91106842e-01 3.33459808e-01]
[ 1.79056761e-01 5.02019108e-01 6.65256076e-02 4.27448337e-01
-9.29613779e-01 -8.42435958e-02 -4.40914148e-01 1.51106955e-01
2.10583410e-01 4.82804264e-01]
[ 2.59366319e-01 3.22413491e-01 2.48544708e-01 1.54978608e-01
-4.54143249e-01 7.82799368e-02 -2.30255008e-01 1.63148664e-01
2.44935959e-01 8.50860578e-02]
[ -7.21555770e-02 2.25737434e-01 2.42138738e-01 1.89107761e-02
-4.57916843e-02 1.30046724e-01 -1.05327135e-01 -1.49886663e-02
-3.09723045e-02 5.25165189e-02]
[ -9.73433331e-02 6.66450818e-04 2.53341320e-02 9.54695790e-02
-5.90809206e-02 1.15329435e-01 2.47447561e-01 2.02657436e-02
-2.73259079e-01 -9.13193099e-02]
[ -2.23143709e-01 -3.51754604e-02 -9.43729587e-02 -3.47317418e-01
1.90857477e-01 1.20376357e-01 1.12047338e-01 1.03187644e-01
-2.09538154e-01 2.93559068e-02]
[ 9.67973385e-03 -3.96060259e-01 -1.27682013e-01 -1.62189853e-01
3.73415203e-01 2.60113575e-02 1.87610227e-01 1.52417196e-01
-1.65897562e-01 -2.22932026e-01]
[ 1.19707698e-01 -2.33522206e-01 -1.52487429e-01 -1.81565661e-02
6.70676581e-02 -5.01273258e-02 8.41363414e-02 -1.52617232e-01
1.16507629e-01 -1.48211203e-01]
[ -1.20344225e-01 6.94065998e-02 2.62056465e-01 -1.28203283e-02
1.70591466e-01 8.27084632e-02 4.72712533e-02 -2.97938952e-01
-1.16477393e-01 -6.34660696e-02]
[ -3.53996309e-01 1.69053791e-02 1.16584769e-02 -3.47619154e-02
1.73925843e-01 -1.71487454e-01 2.06761506e-02 2.33815633e-01
-9.28403387e-02 6.62865638e-02]
[ 1.46737612e-01 2.87593939e-02 -2.33878898e-01 -8.08904210e-02
1.02445900e-01 -2.98204810e-01 6.21714695e-02 -1.67487244e-01
2.66950630e-03 -1.86648010e-01]
[ 2.10670454e-01 -1.86162844e-01 6.37124483e-02 -2.38782953e-02
9.90998306e-02 -3.52879814e-02 3.89576122e-02 -1.36863004e-01
1.12593768e-01 -1.80713285e-01]
[ -1.05282648e-01 -7.13398532e-02 1.21429745e-01 1.09356277e-01
4.20897754e-02 -1.13666329e-01 2.56858589e-01 -7.78957550e-02
1.83696683e-01 -3.98793549e-03]
[ -4.23392950e-03 -1.79184258e-01 2.00089217e-01 -2.47389933e-01
-8.66898892e-02 1.16268045e-01 6.70035341e-02 -1.17062297e-01
2.41191652e-02 2.22506382e-01]]
[[ 0.61678969]
[ 1.62624791]
[ 0.25588831]
[ 0.86558226]
[-2.69682073]
[-0.25732679]
[-1.65294948]
[ 0.06397121]
[ 0.69510334]
[ 0.88797671]]
Progress: 35.6% ... Training loss: 0.278 ... Validation loss: 0.455[[ 1.61330692e-01 2.20054251e-01 -1.05851698e-01 1.09060555e-01
-5.41193255e-01 -7.11488617e-02 -6.25277231e-02 1.21751492e-01
-5.94820129e-02 1.86863477e-01]
[ 1.47185436e-02 1.53599056e-01 -1.90331950e-02 4.66887654e-02
8.21834556e-02 -6.94080188e-03 3.10980368e-01 4.13146745e-02
1.42183431e-01 -2.69982703e-02]
[ 1.88205315e-01 7.17361927e-01 1.07214664e-02 -3.83252520e-02
5.15888269e-01 -2.30407975e-02 -7.95307316e-01 -4.04114712e-02
5.47544320e-02 2.79074866e-01]
[ 2.24862103e-02 -3.37878741e-01 -2.09431760e-01 1.25088786e-01
-1.97681196e-02 1.41536317e-01 1.62984144e-01 6.09222360e-02
8.86209340e-02 2.36060751e-01]
[ -2.07472657e-02 1.07228265e-01 -1.50001699e-01 3.58829969e-02
2.30154724e-03 -1.79728303e-01 6.65674266e-02 -1.18869076e-01
-1.97007209e-01 -4.18922073e-02]
[ -3.80544417e-01 -6.08417567e-01 -2.94970910e-01 1.65740873e-01
-2.01071191e-02 3.93927095e-02 3.00131159e-01 -3.73328343e-02
-1.51206248e-02 -9.26115572e-03]
[ -6.09804575e-03 -2.14133291e-01 8.87561011e-03 8.77096614e-02
6.74151269e-03 -7.02895714e-02 1.80316777e-01 -1.90878498e-01
1.92410654e-01 2.91541937e-02]
[ 1.11607546e-01 -2.44364166e-01 3.40583712e-02 -7.04873282e-02
6.05182187e-02 -4.83296119e-02 7.50560235e-02 1.19515063e-01
8.04331279e-02 -2.38502005e-02]
[ -1.72325579e-01 -1.32237471e-01 -3.02574874e-01 -1.85929431e-02
-1.63757868e-02 6.85061617e-02 -1.52321937e-01 -2.88476038e-02
2.64329565e-01 -1.30014851e-01]
[ 5.56222283e-02 -3.79547135e-01 8.94102242e-02 3.25567919e-02
-6.79352984e-02 -1.18525044e-01 1.78443349e-01 -1.04129754e-01
2.31163912e-02 1.04422437e-01]
[ -8.55706883e-02 -5.84243472e-02 4.69963888e-04 -1.45345701e-01
-1.95783727e-02 1.80006700e-02 1.88854102e-01 -1.02871647e-01
-1.34385631e-02 -1.26908116e-01]
[ -1.23034748e-01 -1.64233126e-01 -7.15143263e-02 -4.97873308e-03
3.82843159e-01 1.02373654e-01 1.21638064e-01 -1.65038120e-02
-1.73405735e-01 -2.18454834e-01]
[ -1.57533965e-01 3.66753400e-03 6.16462445e-02 2.09043254e-02
-1.70781290e-01 -2.19462599e-01 -1.76832215e-01 -1.97090736e-01
8.62012488e-02 1.73104853e-01]
[ -2.66923073e-01 -3.22341447e-01 1.01501832e-01 2.33036056e-01
-1.06934639e-01 -7.04143319e-02 6.40396467e-02 -2.59014764e-01
-2.54765966e-01 -6.48172536e-02]
[ 1.07033442e-01 -1.69348184e-01 -2.01596758e-02 1.24140822e-01
-4.80185383e-02 -8.93392590e-02 2.21913665e-01 3.54971595e-03
3.11946174e-02 1.03260290e-02]
[ 3.76946116e-02 -9.17044395e-02 -2.10714695e-01 1.51946249e-01
-5.09695142e-02 8.35336476e-02 -4.53585336e-02 -1.98348479e-02
-8.90577780e-02 -3.56549800e-03]
[ -1.16113563e-01 -6.37035582e-02 -2.00174982e-01 1.63773236e-01
-1.08614465e-02 1.32247800e-01 -1.50041457e-03 -2.49789904e-01
7.62246830e-02 -1.90855676e-01]
[ -6.64885048e-02 -3.47377565e-02 2.76480562e-01 1.02532738e-01
1.09558261e-01 -6.22116883e-02 -1.27662198e-01 1.20869831e-01
7.64289803e-02 3.79249555e-02]
[ 5.39745757e-02 -3.20821636e-02 8.64724103e-02 8.32909743e-02
6.52593361e-02 -1.56585806e-02 2.33765214e-01 1.20105387e-01
-3.16683184e-02 -6.72598373e-02]
[ 1.08719048e-02 -1.47249915e-01 -2.90796682e-01 -4.89942120e-02
1.53339569e-01 -9.27878768e-02 1.51493723e-01 1.63546106e-01
1.10263816e-01 -2.77319085e-02]
[ 5.07967731e-02 -1.37519251e-02 -1.15736844e-01 4.67794819e-02
-1.04906484e-01 3.21049600e-01 2.59789132e-01 2.04931510e-01
-1.58353361e-01 -5.92346102e-02]
[ 2.75521011e-03 -9.31360889e-03 1.23088258e-01 1.06925860e-01
-3.69427712e-03 1.05192629e-01 -1.19839279e-01 -4.15731233e-02
2.14425695e-01 7.96664475e-02]
[ 1.12351485e-01 8.09195266e-02 -4.45110757e-02 -9.51987476e-02
-1.04196380e-01 -3.30997168e-01 1.12710935e-01 8.82031117e-03
1.45290275e-01 9.22934297e-02]
[ -1.00958803e-01 -1.80063020e-02 -1.56993120e-02 2.22879311e-02
4.58329369e-03 -2.03854852e-01 -7.73516215e-02 -1.99651906e-02
1.60388058e-02 1.27089788e-01]
[ -1.52407872e-01 -1.04022290e-01 -2.00256034e-01 -1.15748249e-02
-2.75202625e-01 -2.26838468e-03 2.72685853e-02 -2.44434700e-02
-3.04516117e-03 5.18212284e-02]
[ -3.12823923e-02 -1.07231189e-01 -7.52204819e-02 -1.27711042e-01
5.32692336e-01 2.76086310e-01 5.77937228e-01 1.12977470e-01
-1.82331621e-01 -3.78583085e-01]
[ -1.87095993e-02 -4.07300513e-01 -3.11530922e-02 -7.58181045e-02
6.67300985e-01 1.01607376e-01 5.40356998e-01 9.12123109e-02
2.75998519e-02 -3.87888307e-01]
[ 1.00858120e-02 -4.60449640e-01 -4.37601826e-02 -1.08351414e-01
6.79735300e-01 2.37543248e-02 5.05748210e-01 4.85786306e-02
-3.64784552e-01 -2.20413702e-01]
[ -1.71191489e-01 -6.03839341e-01 -9.61245134e-03 -2.03517525e-01
7.70497079e-01 -9.07588116e-02 6.31299551e-01 -8.29239250e-02
-6.78756117e-02 8.36276998e-02]
[ -2.93276376e-01 -4.17064601e-01 5.63723152e-02 -4.49125602e-02
9.06398320e-01 1.41351553e-01 4.32551044e-01 4.78190995e-02
-8.67530201e-02 -1.33632531e-01]
[ -2.06644370e-01 -3.16551707e-01 2.51134025e-01 -2.43816867e-01
6.66289932e-01 -4.42667552e-02 7.00164755e-01 1.29770429e-02
-2.57795720e-01 -2.86068603e-02]
[ -1.29245758e-01 -2.24293569e-01 -1.80419759e-01 -9.94567093e-02
4.84208198e-01 -2.30666092e-01 1.78757322e-01 1.69065651e-01
-7.83745590e-03 -1.16861496e-01]
[ 1.03858394e-01 2.32791630e-01 1.60748864e-01 -1.01947644e-01
-5.28475521e-02 5.32008406e-02 -1.36876575e-01 2.82137481e-01
6.70671594e-02 1.69215742e-01]
[ 3.50877610e-01 3.32266921e-01 -8.21461629e-02 3.14922941e-01
-8.87112126e-01 -2.88137716e-01 -4.84743514e-01 1.77408462e-01
3.85073451e-01 -2.95688579e-02]
[ 4.58219014e-02 1.29904134e-01 2.52537818e-01 2.47293418e-01
-5.35380333e-02 -1.95526328e-01 -1.74163747e-01 -1.33122426e-01
-1.41025845e-01 -2.91441031e-01]
[ 2.48967832e-02 -6.24657757e-02 -1.17910725e-01 -5.22622325e-02
2.26168652e-01 3.98068896e-02 -8.99124968e-03 -1.84521714e-01
3.53610213e-02 2.09112746e-01]
[ 2.99112507e-04 -5.40009940e-02 -6.74209000e-02 -5.28705544e-02
-1.94028264e-02 -1.76942242e-01 8.78049221e-02 9.81539781e-03
3.58791785e-02 2.83607475e-03]
[ 2.45612033e-02 6.49199504e-02 2.42121503e-01 6.72525070e-02
-2.09626116e-01 -1.33314090e-01 1.18876852e-01 3.90418786e-02
-1.90952337e-01 1.00343015e-01]
[ 7.41621289e-02 4.01541125e-02 1.08271496e-01 9.87624277e-03
-2.47565218e-01 6.77874216e-02 5.63274662e-02 -2.70679518e-01
-1.55890088e-02 -8.61979661e-02]
[ -5.80200717e-03 1.07866150e-01 8.66528194e-02 -2.34082520e-02
-6.56486770e-02 1.78499793e-01 8.25080614e-02 1.18916475e-01
-1.62213121e-02 1.78589202e-01]
[ 2.22914651e-01 7.69455024e-02 2.91841773e-02 8.33237782e-02
2.69784219e-02 -2.41506455e-02 -1.72703022e-01 1.48548602e-01
-5.26942759e-02 -1.77044650e-02]
[ 4.70778866e-02 1.01298837e-02 1.88267233e-02 4.74727656e-02
-4.32480233e-01 -1.24626562e-01 -2.18615802e-01 4.16011601e-02
1.23777210e-01 1.98703030e-01]
[ 5.02371029e-02 5.12943535e-01 1.24559721e-01 4.23300129e-01
-1.15375955e+00 -3.05108218e-01 -6.00193312e-01 -7.17520222e-02
2.92354774e-01 3.35053871e-01]
[ 1.79680280e-01 5.03784854e-01 6.67883432e-02 4.28156620e-01
-9.32155969e-01 -8.44917147e-02 -4.42433282e-01 1.51171453e-01
2.11298287e-01 4.83483081e-01]
[ 2.59497743e-01 3.22784721e-01 2.48591535e-01 1.55177457e-01
-4.54886830e-01 7.82223688e-02 -2.30624536e-01 1.63162350e-01
2.45105868e-01 8.52734978e-02]
[ -7.23366894e-02 2.25427609e-01 2.42068615e-01 1.86643718e-02
-4.52561677e-02 1.30121996e-01 -1.04963236e-01 -1.50071353e-02
-3.11791484e-02 5.22728675e-02]
[ -9.76846885e-02 -1.16755904e-05 2.52033427e-02 9.50020561e-02
-5.78478798e-02 1.15472168e-01 2.48191047e-01 2.02308995e-02
-2.73630454e-01 -9.18083293e-02]
[ -2.23045243e-01 -3.50687057e-02 -9.43230381e-02 -3.47116829e-01
1.90186210e-01 1.20316075e-01 1.12044049e-01 1.03202426e-01
-2.09390739e-01 2.95553795e-02]
[ 9.61614450e-03 -3.96362526e-01 -1.27708973e-01 -1.62265766e-01
3.73590468e-01 2.60344861e-02 1.87896197e-01 1.52411718e-01
-1.65961302e-01 -2.23020593e-01]
[ 1.20079996e-01 -2.32240360e-01 -1.52308131e-01 -1.75276691e-02
6.41006890e-02 -5.02710843e-02 8.30980019e-02 -1.52576612e-01
1.17002708e-01 -1.47652365e-01]
[ -1.19099106e-01 7.24122517e-02 2.62623310e-01 -1.08451965e-02
1.65356384e-01 8.21199816e-02 4.43350346e-02 -2.97793503e-01
-1.15039169e-01 -6.15600230e-02]
[ -3.53341295e-01 1.85742808e-02 1.19339259e-02 -3.38757951e-02
1.71117539e-01 -1.71757989e-01 1.91102306e-02 2.33878037e-01
-9.21265331e-02 6.70556534e-02]
[ 1.47096201e-01 2.86917902e-02 -2.33738758e-01 -8.03927408e-02
1.00966888e-01 -2.98350539e-01 6.20661759e-02 -1.67448652e-01
3.08489680e-03 -1.86147318e-01]
[ 2.12918117e-01 -1.80911183e-01 6.46736265e-02 -2.07252658e-02
9.10063296e-02 -3.62176297e-02 3.37862766e-02 -1.36617247e-01
1.15156146e-01 -1.77454055e-01]
[ -1.05227057e-01 -7.13142161e-02 1.21475422e-01 1.09465646e-01
4.18443484e-02 -1.13692651e-01 2.56944764e-01 -7.78842288e-02
1.83841950e-01 -3.85011684e-03]
[ -3.20274305e-03 -1.76916468e-01 2.00530069e-01 -2.45900664e-01
-9.10806928e-02 1.15842404e-01 6.46749495e-02 -1.16953504e-01
2.53480208e-02 2.23999577e-01]]
[[ 0.64142977]
[ 1.64922418]
[ 0.27609859]
[ 0.88953407]
[-2.68008001]
[-0.24008389]
[-1.63560392]
[ 0.08391233]
[ 0.71878602]
[ 0.91082848]]
Progress: 35.6% ... Training loss: 0.287 ... Validation loss: 0.460[[ 1.58508988e-01 2.14362674e-01 -1.07080302e-01 1.04946993e-01
-5.29850894e-01 -7.00728435e-02 -5.60868323e-02 1.21352191e-01
-6.26824400e-02 1.82831366e-01]
[ 1.49167041e-02 1.54051097e-01 -1.89538795e-02 4.69447228e-02
8.17299294e-02 -7.00848367e-03 3.10516113e-01 4.13391232e-02
1.42365732e-01 -2.67248233e-02]
[ 1.84817380e-01 7.08236022e-01 9.14153342e-03 -4.34681371e-02
5.29819510e-01 -2.17148085e-02 -7.86922908e-01 -4.09047185e-02
5.08095736e-02 2.74295341e-01]
[ 2.17659481e-02 -3.40320412e-01 -2.09588795e-01 1.24431889e-01
-1.66570515e-02 1.41781661e-01 1.65437349e-01 6.08718550e-02
8.82142909e-02 2.35282348e-01]
[ -1.82421700e-02 1.12747101e-01 -1.48877179e-01 3.95205951e-02
-6.42218396e-03 -1.80738985e-01 6.03122587e-02 -1.18539609e-01
-1.94213853e-01 -3.81859677e-02]
[ -3.81387129e-01 -6.09954801e-01 -2.95357934e-01 1.64550359e-01
-1.75989249e-02 3.97064822e-02 3.01817136e-01 -3.74441142e-02
-1.61014684e-02 -1.04386092e-02]
[ -5.50557274e-03 -2.12696252e-01 9.15419402e-03 8.85447564e-02
4.15155997e-03 -7.05077592e-02 1.78885942e-01 -1.90813119e-01
1.93121160e-01 2.99688823e-02]
[ 1.09582120e-01 -2.49964596e-01 3.30786012e-02 -7.35748423e-02
6.91430716e-02 -4.75097716e-02 8.03025446e-02 1.19222420e-01
7.79559426e-02 -2.67186103e-02]
[ -1.74862849e-01 -1.37959322e-01 -3.03647577e-01 -2.21459853e-02
-6.27177963e-03 6.94572958e-02 -1.46397706e-01 -2.91833350e-02
2.61621622e-01 -1.33597404e-01]
[ 5.23567180e-02 -3.86602095e-01 8.79056680e-02 2.76479869e-02
-5.56238259e-02 -1.17221805e-01 1.85665823e-01 -1.04606914e-01
1.93331869e-02 9.97271838e-02]
[ -8.70202145e-02 -6.24753926e-02 -1.43799323e-04 -1.47305758e-01
-1.38810750e-02 1.85304980e-02 1.92805461e-01 -1.03056005e-01
-1.49986094e-02 -1.28874127e-01]
[ -1.23132647e-01 -1.64549599e-01 -7.15569200e-02 -5.10584618e-03
3.83481490e-01 1.02407147e-01 1.21890127e-01 -1.65165694e-02
-1.73517952e-01 -2.18607299e-01]
[ -1.57533965e-01 3.66753400e-03 6.16462445e-02 2.09043254e-02
-1.70781290e-01 -2.19462599e-01 -1.76832215e-01 -1.97090736e-01
8.62012488e-02 1.73104853e-01]
[ -2.67288247e-01 -3.22738915e-01 1.01324081e-01 2.32476117e-01
-1.05696974e-01 -7.02694682e-02 6.45666814e-02 -2.59065657e-01
-2.55220308e-01 -6.53333720e-02]
[ 1.06694080e-01 -1.69956570e-01 -2.03032807e-02 1.23659517e-01
-4.69989416e-02 -8.92194654e-02 2.22537003e-01 3.50522430e-03
3.08103688e-02 9.85425914e-03]
[ 3.76238475e-02 -9.21105872e-02 -2.10743427e-01 1.51875705e-01
-5.10575869e-02 8.35557093e-02 -4.49610410e-02 -1.98403340e-02
-8.91404432e-02 -3.67818181e-03]
[ -1.15493247e-01 -6.21432422e-02 -1.99901727e-01 1.64646220e-01
-1.33734266e-02 1.32014568e-01 -3.01680016e-03 -2.49723259e-01
7.69407275e-02 -1.89951407e-01]
[ -6.65741195e-02 -3.50898319e-02 2.76440246e-01 1.02401986e-01
1.09995486e-01 -6.21682211e-02 -1.27320159e-01 1.20856894e-01
7.63362528e-02 3.77515935e-02]
[ 5.37199289e-02 -3.27723226e-02 8.63606886e-02 8.28747238e-02
6.62659110e-02 -1.55295605e-02 2.34438929e-01 1.20065614e-01
-3.19749281e-02 -6.76722617e-02]
[ 9.69104869e-03 -1.49891914e-01 -2.91389123e-01 -5.08825552e-02
1.57900704e-01 -9.23297556e-02 1.53788205e-01 1.63363927e-01
1.08765348e-01 -2.95590772e-02]
[ 5.03008044e-02 -1.50770357e-02 -1.15948975e-01 4.61025324e-02
-1.02996017e-01 3.21239950e-01 2.61047021e-01 2.04873411e-01
-1.58918882e-01 -5.98802347e-02]
[ 1.32762399e-03 -1.30995311e-02 1.22465618e-01 1.05004848e-01
2.52211689e-03 1.05730742e-01 -1.15708417e-01 -4.17563524e-02
2.12946837e-01 7.78546032e-02]
[ 1.11126598e-01 7.82526399e-02 -4.50137333e-02 -9.69275378e-02
-9.93297027e-02 -3.30535218e-01 1.15478659e-01 8.65791608e-03
1.43987166e-01 9.05209226e-02]
[ -1.00878774e-01 -1.80455329e-02 -1.56698406e-02 2.23939962e-02
4.28502646e-03 -2.03889472e-01 -7.75151470e-02 -1.99570349e-02
1.61081744e-02 1.27220719e-01]
[ -1.52476292e-01 -1.04091696e-01 -2.00287679e-01 -1.16759636e-02
-2.74912937e-01 -2.24171346e-03 2.73598127e-02 -2.44530627e-02
-3.11949311e-03 5.17158033e-02]
[ -3.11222971e-02 -1.06875931e-01 -7.51481694e-02 -1.27479779e-01
5.32009898e-01 2.76025424e-01 5.77616827e-01 1.12998946e-01
-1.82139851e-01 -3.78356022e-01]
[ -1.92644805e-02 -4.08768969e-01 -3.14011137e-02 -7.66231033e-02
6.69836420e-01 1.01822922e-01 5.41799771e-01 9.11394703e-02
2.69570775e-02 -3.88656271e-01]
[ 9.31383092e-03 -4.62461535e-01 -4.41188112e-02 -1.09543452e-01
6.82899758e-01 2.40769138e-02 5.07826224e-01 4.84657381e-02
-3.65753360e-01 -2.21650568e-01]
[ -1.71871614e-01 -6.05251271e-01 -9.91053639e-03 -2.04463627e-01
7.73146185e-01 -9.05013909e-02 6.32967188e-01 -8.30137389e-02
-6.85788611e-02 8.26872609e-02]
[ -2.93330786e-01 -4.17444207e-01 5.63433565e-02 -4.49594045e-02
9.06514096e-01 1.41360727e-01 4.32898814e-01 4.78148998e-02
-8.67846485e-02 -1.33634226e-01]
[ -2.06766311e-01 -3.16895399e-01 2.51090821e-01 -2.43975546e-01
6.66879755e-01 -4.42239862e-02 7.00464006e-01 1.29619898e-02
-2.57926318e-01 -2.87537833e-02]
[ -1.29106553e-01 -2.23993137e-01 -1.80360565e-01 -9.92659877e-02
4.83725969e-01 -2.30717472e-01 1.78407298e-01 1.69083744e-01
-7.69123602e-03 -1.16670324e-01]
[ 1.04057576e-01 2.33541979e-01 1.60848372e-01 -1.01649083e-01
-5.38617404e-02 5.31247294e-02 -1.37583405e-01 2.82162828e-01
6.72920419e-02 1.69404303e-01]
[ 3.51259181e-01 3.33220138e-01 -8.19753469e-02 3.15454275e-01
-8.88405322e-01 -2.88253527e-01 -4.85724205e-01 1.77457578e-01
3.85518361e-01 -2.90068021e-02]
[ 4.57504228e-02 1.29721789e-01 2.52508441e-01 2.47198024e-01
-5.32536452e-02 -1.95499883e-01 -1.73991159e-01 -1.33131159e-01
-1.41105573e-01 -2.91541414e-01]
[ 2.40071457e-02 -6.45708006e-02 -1.18326030e-01 -5.35734455e-02
2.28706792e-01 4.01439954e-02 -7.25991724e-03 -1.84646948e-01
3.43352548e-02 2.07884116e-01]
[ 1.96179648e-04 -5.41886400e-02 -6.74587852e-02 -5.30200022e-02
-1.88665192e-02 -1.76910804e-01 8.80626019e-02 9.80056770e-03
3.57681759e-02 2.67461892e-03]
[ 2.43393608e-02 6.43815780e-02 2.42009688e-01 6.68928374e-02
-2.08642695e-01 -1.33228067e-01 1.19372059e-01 3.90077624e-02
-1.91244280e-01 9.99902558e-02]
[ 7.43368167e-02 4.07163481e-02 1.08350533e-01 1.00845691e-02
-2.48393558e-01 6.77347355e-02 5.57981910e-02 -2.70678814e-01
-1.53929602e-02 -8.59690281e-02]
[ -6.34651012e-03 1.06519476e-01 8.64199011e-02 -2.41789106e-02
-6.34932320e-02 1.78708658e-01 8.37980601e-02 1.18844477e-01
-1.68682408e-02 1.77802984e-01]
[ 2.22720790e-01 7.63705438e-02 2.91025563e-02 8.30615018e-02
2.77477260e-02 -2.40800676e-02 -1.72188719e-01 1.48524119e-01
-5.29192967e-02 -1.79744464e-02]
[ 4.71104567e-02 1.05769488e-02 1.88389658e-02 4.75048797e-02
-4.32763981e-01 -1.24634954e-01 -2.18989189e-01 4.16058170e-02
1.23805840e-01 1.98772949e-01]
[ 5.03620979e-02 5.12937498e-01 1.24621353e-01 4.23592255e-01
-1.15465472e+00 -3.05178475e-01 -5.99989115e-01 -7.17258008e-02
2.92526723e-01 3.35308154e-01]
[ 1.79289765e-01 5.02953278e-01 6.65690054e-02 4.27492522e-01
-9.30106638e-01 -8.43275339e-02 -4.41733452e-01 1.51107065e-01
2.10779645e-01 4.82893284e-01]
[ 2.59734969e-01 3.23242012e-01 2.48708909e-01 1.55494070e-01
-4.55653298e-01 7.81267196e-02 -2.31224133e-01 1.63195895e-01
2.45447310e-01 8.56210912e-02]
[ -7.23877022e-02 2.25298308e-01 2.42046551e-01 1.85913907e-02
-4.50415866e-02 1.30141526e-01 -1.04832961e-01 -1.50140143e-02
-3.12328378e-02 5.22008884e-02]
[ -9.82601565e-02 -1.18528768e-03 2.49561544e-02 9.41928773e-02
-5.57018338e-02 1.15688324e-01 2.49428336e-01 2.01546712e-02
-2.74262854e-01 -9.26116311e-02]
[ -2.24201691e-01 -3.77551807e-02 -9.48219208e-02 -3.48733823e-01
1.94844662e-01 1.20750014e-01 1.14919524e-01 1.03055180e-01
-2.10660731e-01 2.79774345e-02]
[ 9.73471423e-03 -3.96233249e-01 -1.27668710e-01 -1.62102228e-01
3.73093337e-01 2.59904574e-02 1.87738677e-01 1.52427221e-01
-1.65830449e-01 -2.22867569e-01]
[ 1.19886883e-01 -2.32240375e-01 -1.52407530e-01 -1.78596321e-02
6.47565366e-02 -5.01866781e-02 8.29658604e-02 -1.52629213e-01
1.16758627e-01 -1.47857261e-01]
[ -1.19154016e-01 7.21893610e-02 2.62603759e-01 -1.09162909e-02
1.65947379e-01 8.21415863e-02 4.44924949e-02 -2.97797383e-01
-1.15141891e-01 -6.16757964e-02]
[ -3.53473041e-01 1.81736318e-02 1.18845133e-02 -3.40281644e-02
1.71624778e-01 -1.71694941e-01 1.93966010e-02 2.33866807e-01
-9.22406721e-02 6.69388441e-02]
[ 1.45063419e-01 2.38381069e-02 -2.34641493e-01 -8.33352374e-02
1.09096390e-01 -2.97590025e-01 6.70526703e-02 -1.67722144e-01
7.94666071e-04 -1.89158352e-01]
[ 2.11888388e-01 -1.83568308e-01 6.41852727e-02 -2.22795347e-02
9.52412859e-02 -3.57986506e-02 3.69297063e-02 -1.36761957e-01
1.13938501e-01 -1.79025383e-01]
[ -1.06045374e-01 -7.32119384e-02 1.21120879e-01 1.08288269e-01
4.42311781e-02 -1.13382035e-01 2.58413508e-01 -7.79945806e-02
1.82973851e-01 -4.91346047e-03]
[ -3.75508310e-03 -1.78306859e-01 2.00283150e-01 -2.46667070e-01
-8.89389613e-02 1.16049795e-01 6.61904876e-02 -1.17031514e-01
2.47294705e-02 2.23269033e-01]]
[[ 0.62424629]
[ 1.63570448]
[ 0.26196035]
[ 0.87503708]
[-2.69974042]
[-0.25491894]
[-1.6516685 ]
[ 0.06806898]
[ 0.70123384]
[ 0.89271919]]
Progress: 35.7% ... Training loss: 0.275 ... Validation loss: 0.449[[ 1.57527870e-01 2.13597313e-01 -1.07385685e-01 1.03430824e-01
-5.26062412e-01 -6.96489849e-02 -5.50102405e-02 1.21251144e-01
-6.38490150e-02 1.81492874e-01]
[ 1.52737105e-02 1.54930024e-01 -1.87928012e-02 4.74358911e-02
8.02049807e-02 -7.16691124e-03 3.09845012e-01 4.13797223e-02
1.42730425e-01 -2.62262296e-02]
[ 1.87416290e-01 7.12511126e-01 1.03571060e-02 -4.02771144e-02
5.26342454e-01 -2.27419416e-02 -7.92821986e-01 -4.06129333e-02
5.38412948e-02 2.78332667e-01]
[ 2.19129410e-02 -3.40832636e-01 -2.09400477e-01 1.25082642e-01
-1.72898142e-02 1.41650463e-01 1.65498859e-01 6.09127400e-02
8.85434599e-02 2.35792876e-01]
[ -1.72714795e-02 1.14728111e-01 -1.48589395e-01 4.07717912e-02
-1.13870848e-02 -1.81080025e-01 5.85912525e-02 -1.18441671e-01
-1.93124746e-01 -3.73525283e-02]
[ -3.82997606e-01 -6.12248146e-01 -2.96050435e-01 1.62463267e-01
-1.46658080e-02 4.03455445e-02 3.05281324e-01 -3.76180960e-02
-1.79873747e-02 -1.28736119e-02]
[ -4.36458849e-03 -2.09459508e-01 9.69001634e-03 9.00332194e-02
1.66790547e-04 -7.09842429e-02 1.75577314e-01 -1.90681233e-01
1.94379476e-01 3.16053976e-02]
[ 1.09824009e-01 -2.48891744e-01 3.32248530e-02 -7.32339163e-02
6.82980039e-02 -4.76037079e-02 7.92069705e-02 1.19253990e-01
7.82818566e-02 -2.61170163e-02]
[ -1.74999123e-01 -1.38597271e-01 -3.03684757e-01 -2.23224307e-02
-5.87777823e-03 6.95192329e-02 -1.45941602e-01 -2.91950605e-02
2.61473842e-01 -1.33787109e-01]
[ 5.20237673e-02 -3.85395627e-01 8.78050950e-02 2.71950684e-02
-5.67621510e-02 -1.17100556e-01 1.85226473e-01 -1.04632470e-01
1.89336889e-02 9.94128235e-02]
[ -8.72053183e-02 -6.30010527e-02 -1.43980718e-04 -1.47545149e-01
-1.35723786e-02 1.85856136e-02 1.93453232e-01 -1.03066904e-01
-1.51859127e-02 -1.29142304e-01]
[ -1.22978470e-01 -1.63852104e-01 -7.15037724e-02 -4.84768514e-03
3.82808400e-01 1.02361361e-01 1.21197794e-01 -1.65023652e-02
-1.73380606e-01 -2.18411359e-01]
[ -1.57533965e-01 3.66753400e-03 6.16462445e-02 2.09043254e-02
-1.70781290e-01 -2.19462599e-01 -1.76832215e-01 -1.97090736e-01
8.62012488e-02 1.73104853e-01]
[ -2.68606615e-01 -3.24384083e-01 1.00741245e-01 2.30747265e-01
-1.03296843e-01 -6.97258213e-02 6.71204475e-02 -2.59210883e-01
-2.56799611e-01 -6.73188636e-02]
[ 1.06598027e-01 -1.70146573e-01 -2.03371100e-02 1.23583127e-01
-4.72511020e-02 -8.92030175e-02 2.22975213e-01 3.49800885e-03
3.07271188e-02 9.69298921e-03]
[ 3.77423594e-02 -9.12510700e-02 -2.10625820e-01 1.52100751e-01
-5.16721450e-02 8.34544329e-02 -4.56392419e-02 -1.98121036e-02
-8.89425742e-02 -3.38880236e-03]
[ -1.14730017e-01 -6.03405336e-02 -1.99584247e-01 1.65666808e-01
-1.62043522e-02 1.31717337e-01 -4.92320323e-03 -2.49643866e-01
7.77652165e-02 -1.88863504e-01]
[ -6.64203432e-02 -3.47693003e-02 2.76505464e-01 1.02506094e-01
1.09744591e-01 -6.21916926e-02 -1.27740767e-01 1.20869289e-01
7.64534207e-02 3.78687546e-02]
[ 5.33886927e-02 -3.33579722e-02 8.62137387e-02 8.22788762e-02
6.82371636e-02 -1.53731376e-02 2.34865575e-01 1.20021581e-01
-3.24099393e-02 -6.80909994e-02]
[ 1.04189645e-02 -1.48115512e-01 -2.91080992e-01 -4.98363427e-02
1.55137307e-01 -9.26309168e-02 1.52033640e-01 1.63447389e-01
1.09618545e-01 -2.84413254e-02]
[ 5.01637001e-02 -1.54255993e-02 -1.16003516e-01 4.59216598e-02
-1.02373249e-01 3.21297053e-01 2.61331252e-01 2.04860178e-01
-1.59070723e-01 -6.00451244e-02]
[ 1.11274805e-03 -1.34214899e-02 1.22421274e-01 1.04786032e-01
2.72334348e-03 1.05798432e-01 -1.15308219e-01 -4.17707378e-02
2.12773447e-01 7.75969171e-02]
[ 1.11162564e-01 7.82634676e-02 -4.49905507e-02 -9.68901575e-02
-9.94349289e-02 -3.30541403e-01 1.15441130e-01 8.66140742e-03
1.44021749e-01 9.05793009e-02]
[ -1.00827728e-01 -1.80967838e-02 -1.56436686e-02 2.24992984e-02
3.96561381e-03 -2.03918651e-01 -7.75658163e-02 -1.99492084e-02
1.61901776e-02 1.27326996e-01]
[ -1.52592979e-01 -1.04340788e-01 -2.00330576e-01 -1.18479714e-02
-2.74474459e-01 -2.19393972e-03 2.76208273e-02 -2.44660197e-02
-3.25546269e-03 5.15404296e-02]
[ -3.09519600e-02 -1.06447710e-01 -7.50679834e-02 -1.27211288e-01
5.31197539e-01 2.75947213e-01 5.77432126e-01 1.13018825e-01
-1.81938142e-01 -3.78152347e-01]
[ -1.93947058e-02 -4.09238123e-01 -3.14566166e-02 -7.68165012e-02
6.70440526e-01 1.01880693e-01 5.42179372e-01 9.11272175e-02
2.67932228e-02 -3.88843475e-01]
[ 9.38962403e-03 -4.62441197e-01 -4.40738606e-02 -1.09405179e-01
6.82937830e-01 2.40382456e-02 5.07748063e-01 4.84763493e-02
-3.65664039e-01 -2.21541111e-01]
[ -1.72228112e-01 -6.06376671e-01 -1.00338499e-02 -2.04907342e-01
7.74256771e-01 -9.03764360e-02 6.34039775e-01 -8.30474528e-02
-6.89277797e-02 8.22671692e-02]
[ -2.93221888e-01 -4.17434249e-01 5.64154137e-02 -4.47374625e-02
9.05643232e-01 1.41292392e-01 4.32854780e-01 4.78314816e-02
-8.65899098e-02 -1.33404385e-01]
[ -2.06951587e-01 -3.17339167e-01 2.51016012e-01 -2.44244854e-01
6.67761539e-01 -4.41451169e-02 7.00903343e-01 1.29410946e-02
-2.58142251e-01 -2.90080530e-02]
[ -1.29314890e-01 -2.24409646e-01 -1.80422136e-01 -9.95120464e-02
4.84347617e-01 -2.30640179e-01 1.78933414e-01 1.69063004e-01
-7.87724514e-03 -1.16923813e-01]
[ 1.03646069e-01 2.32891030e-01 1.60666214e-01 -1.02259094e-01
-5.23721828e-02 5.32983695e-02 -1.36815982e-01 2.82115341e-01
6.68115964e-02 1.68866552e-01]
[ 3.51365695e-01 3.33929524e-01 -8.19466079e-02 3.15536433e-01
-8.89254285e-01 -2.88295232e-01 -4.86358365e-01 1.77465712e-01
3.85558760e-01 -2.88480439e-02]
[ 4.57987538e-02 1.30161209e-01 2.52521836e-01 2.47253983e-01
-5.37354411e-02 -1.95505236e-01 -1.74346417e-01 -1.33127462e-01
-1.41062709e-01 -2.91505889e-01]
[ 2.36151502e-02 -6.56841285e-02 -1.18495154e-01 -5.41599730e-02
2.30302315e-01 4.03256352e-02 -6.25512430e-03 -1.84691504e-01
3.38738227e-02 2.07273118e-01]
[ -4.79319137e-05 -5.46326687e-02 -6.75535842e-02 -5.33682753e-02
-1.79389721e-02 -1.76813862e-01 8.85728828e-02 9.77421336e-03
3.54850553e-02 2.33274096e-03]
[ 2.40218698e-02 6.36916245e-02 2.41878405e-01 6.64335804e-02
-2.07288657e-01 -1.33105289e-01 1.20176372e-01 3.89732483e-02
-1.91605172e-01 9.95296727e-02]
[ 7.44759794e-02 4.11449989e-02 1.08402041e-01 1.02588126e-02
-2.48960264e-01 6.76743836e-02 5.54497231e-02 -2.70662291e-01
-1.52309343e-02 -8.57532984e-02]
[ -6.54134088e-03 1.06077806e-01 8.63399055e-02 -2.44941889e-02
-6.26653904e-02 1.78794276e-01 8.41857461e-02 1.18820487e-01
-1.71203012e-02 1.77498242e-01]
[ 2.23665288e-01 7.88542736e-02 2.95175079e-02 8.44395520e-02
2.38115071e-02 -2.44629770e-02 -1.74693783e-01 1.48629438e-01
-5.18183984e-02 -1.65684062e-02]
[ 4.69698806e-02 1.03174374e-02 1.87689337e-02 4.72898459e-02
-4.32293788e-01 -1.24579604e-01 -2.18767057e-01 4.15903360e-02
1.23627634e-01 1.98568393e-01]
[ 4.99573601e-02 5.12373868e-01 1.24430263e-01 4.23066902e-01
-1.15393591e+00 -3.05001147e-01 -5.99016267e-01 -7.17706011e-02
2.92026801e-01 3.34684070e-01]
[ 1.79335274e-01 5.03625126e-01 6.65883626e-02 4.27400665e-01
-9.30457640e-01 -8.42881368e-02 -4.42335936e-01 1.51102459e-01
2.10715913e-01 4.82783662e-01]
[ 2.60775207e-01 3.26147658e-01 2.49204427e-01 1.57136877e-01
-4.60219221e-01 7.76423253e-02 -2.34085299e-01 1.63325030e-01
2.46708025e-01 8.72679367e-02]
[ -7.25487567e-02 2.24981306e-01 2.41977512e-01 1.83567839e-02
-4.45146580e-02 1.30201725e-01 -1.04547939e-01 -1.50286234e-02
-3.13960833e-02 5.19668038e-02]
[ -9.82529168e-02 -1.21399051e-03 2.49625976e-02 9.42193584e-02
-5.57732969e-02 1.15680637e-01 2.49447463e-01 2.01566326e-02
-2.74241068e-01 -9.25819140e-02]
[ -2.24059369e-01 -3.73819246e-02 -9.47736564e-02 -3.48548928e-01
1.94473472e-01 1.20699222e-01 1.14529753e-01 1.03070368e-01
-2.10512426e-01 2.81682256e-02]
[ 9.68863227e-03 -3.96361794e-01 -1.27688968e-01 -1.62171000e-01
3.73300469e-01 2.60076639e-02 1.87866769e-01 1.52421939e-01
-1.65884897e-01 -2.22937195e-01]
[ 1.19753388e-01 -2.31305512e-01 -1.52448774e-01 -1.78419933e-02
6.37357565e-02 -5.01325046e-02 8.27320651e-02 -1.52639879e-01
1.16570245e-01 -1.48038512e-01]
[ -1.18182940e-01 7.45419771e-02 2.63011090e-01 -9.55291040e-03
1.61944911e-01 8.17352101e-02 4.22653250e-02 -2.97688495e-01
-1.14069897e-01 -6.02848881e-02]
[ -3.53543355e-01 1.75906187e-02 1.18752721e-02 -3.41122120e-02
1.71877944e-01 -1.71676275e-01 1.96267341e-02 2.33866431e-01
-9.22663328e-02 6.68111584e-02]
[ 1.44572790e-01 2.29923624e-02 -2.34791135e-01 -8.39241822e-02
1.10891417e-01 -2.97446989e-01 6.80631402e-02 -1.67762385e-01
2.77825532e-04 -1.89791377e-01]
[ 2.11412446e-01 -1.84365096e-01 6.40159766e-02 -2.29136555e-02
9.67394744e-02 -3.56277049e-02 3.79802164e-02 -1.36809420e-01
1.13423490e-01 -1.79681446e-01]
[ -1.05107433e-01 -7.10529068e-02 1.21528547e-01 1.09528849e-01
4.03678009e-02 -1.13734422e-01 2.56110290e-01 -7.78924885e-02
1.84072200e-01 -3.61159333e-03]
[ -4.85759702e-03 -1.80149523e-01 1.99789968e-01 -2.48415704e-01
-8.51014353e-02 1.16552316e-01 6.81796473e-02 -1.17166001e-01
2.33555647e-02 2.21787684e-01]]
[[ 0.62550876]
[ 1.63968948]
[ 0.26131016]
[ 0.87426353]
[-2.6980273 ]
[-0.25560469]
[-1.65675078]
[ 0.06713024]
[ 0.70164352]
[ 0.89178763]]
Progress: 35.8% ... Training loss: 0.275 ... Validation loss: 0.447[[ 1.57863268e-01 2.13343000e-01 -1.07203107e-01 1.03936592e-01
-5.26761178e-01 -6.98007125e-02 -5.51237936e-02 1.21309847e-01
-6.34432807e-02 1.81980852e-01]
[ 1.54298306e-02 1.55233551e-01 -1.87108775e-02 4.77128391e-02
7.94631244e-02 -7.24906977e-03 3.09633864e-01 4.13999475e-02
1.43010006e-01 -2.59693247e-02]
[ 1.88687185e-01 7.13598677e-01 1.09676167e-02 -3.85111501e-02
5.19905731e-01 -2.32082678e-02 -7.95013070e-01 -4.04505629e-02
5.53716615e-02 2.79971761e-01]
[ 1.99470237e-02 -3.45461084e-01 -2.10302834e-01 1.22317068e-01
-9.19427845e-03 1.42458355e-01 1.70017404e-01 6.06717696e-02
8.63391843e-02 2.33208655e-01]
[ -1.38790945e-02 1.21638809e-01 -1.47176430e-01 4.55173761e-02
-2.46194101e-02 -1.82411219e-01 5.08253522e-02 -1.18056027e-01
-1.89501116e-01 -3.26796847e-02]
[ -3.81959670e-01 -6.09855750e-01 -2.95643404e-01 1.63882345e-01
-1.86559792e-02 3.99174701e-02 3.03076657e-01 -3.75108206e-02
-1.68597176e-02 -1.14939771e-02]
[ -5.54959327e-03 -2.12290326e-01 9.19117035e-03 8.82741633e-02
4.82296045e-03 -7.05073963e-02 1.78377746e-01 -1.90799035e-01
1.93008033e-01 2.99313580e-02]
[ 1.10729632e-01 -2.47760521e-01 3.36361229e-02 -7.19228874e-02
6.45342555e-02 -4.79508823e-02 7.76064130e-02 1.19363819e-01
7.92758503e-02 -2.48922756e-02]
[ -1.74394653e-01 -1.37269042e-01 -3.03425296e-01 -2.14469030e-02
-8.54873749e-03 6.92899932e-02 -1.47438556e-01 -2.91303369e-02
2.62213461e-01 -1.32942312e-01]
[ 5.35705032e-02 -3.82452659e-01 8.84715734e-02 2.91686802e-02
-6.27341648e-02 -1.17655160e-01 1.81850874e-01 -1.04453134e-01
2.06508078e-02 1.01297940e-01]
[ -8.74392619e-02 -6.39947834e-02 -2.53000936e-04 -1.47802953e-01
-1.27305023e-02 1.86522163e-02 1.94590119e-01 -1.03090483e-01
-1.54082766e-02 -1.29357723e-01]
[ -1.22928238e-01 -1.63780311e-01 -7.14823141e-02 -4.71691404e-03
3.82169828e-01 1.02321720e-01 1.20934761e-01 -1.64940970e-02
-1.73385535e-01 -2.18305924e-01]
[ -1.57533965e-01 3.66753400e-03 6.16462445e-02 2.09043254e-02
-1.70781290e-01 -2.19462599e-01 -1.76832215e-01 -1.97090736e-01
8.62012488e-02 1.73104853e-01]
[ -2.68360136e-01 -3.23620690e-01 1.00842961e-01 2.31109683e-01
-1.04376125e-01 -6.98347881e-02 6.64511919e-02 -2.59185007e-01
-2.56528764e-01 -6.69629929e-02]
[ 1.06408373e-01 -1.70406884e-01 -2.04045188e-02 1.23337717e-01
-4.65874927e-02 -8.91351082e-02 2.23228107e-01 3.47764388e-03
3.05053895e-02 9.43226375e-03]
[ 3.82999643e-02 -9.02784188e-02 -2.10428224e-01 1.52802781e-01
-5.34248173e-02 8.32408012e-02 -4.63975442e-02 -1.97582436e-02
-8.83474300e-02 -2.66464791e-03]
[ -1.15177522e-01 -6.13495031e-02 -1.99775188e-01 1.65054458e-01
-1.43582759e-02 1.31877013e-01 -4.05300167e-03 -2.49682866e-01
7.72660159e-02 -1.89444145e-01]
[ -6.64728781e-02 -3.51258001e-02 2.76493116e-01 1.02364865e-01
1.10055596e-01 -6.21541366e-02 -1.27404573e-01 1.20867972e-01
7.63776927e-02 3.77530786e-02]
[ 5.32812925e-02 -3.33136168e-02 8.61768515e-02 8.21091040e-02
6.80149430e-02 -1.53247269e-02 2.34701323e-01 1.20012440e-01
-3.25359737e-02 -6.82511159e-02]
[ 1.05344079e-02 -1.47682302e-01 -2.91008878e-01 -4.96110538e-02
1.54415530e-01 -9.26894309e-02 1.51665081e-01 1.63463988e-01
1.09769426e-01 -2.82233636e-02]
[ 5.04745609e-02 -1.58305491e-02 -1.15882446e-01 4.63294743e-02
-1.03642750e-01 3.21189364e-01 2.61261237e-01 2.04895254e-01
-1.58770695e-01 -5.97095505e-02]
[ 1.28815641e-03 -1.31835378e-02 1.22497644e-01 1.05004653e-01
2.52972285e-03 1.05741050e-01 -1.15497076e-01 -4.17502799e-02
2.12948946e-01 7.78043593e-02]
[ 1.11467778e-01 7.89479375e-02 -4.48646897e-02 -9.64549619e-02
-1.00808283e-01 -3.30648411e-01 1.14725909e-01 8.69293578e-03
1.44426071e-01 9.10139557e-02]
[ -1.00580672e-01 -1.75861110e-02 -1.55355119e-02 2.28598279e-02
2.88877241e-03 -2.04022129e-01 -7.82140701e-02 -1.99215518e-02
1.64598063e-02 1.27670465e-01]
[ -1.52390928e-01 -1.03935732e-01 -2.00246959e-01 -1.15445277e-02
-2.75374590e-01 -2.27846559e-03 2.72425078e-02 -2.44432242e-02
-3.00929317e-03 5.18135954e-02]
[ -3.05604525e-02 -1.05775998e-01 -7.49248076e-02 -1.26634584e-01
5.29476452e-01 2.75785351e-01 5.76728286e-01 1.13062745e-01
-1.81492269e-01 -3.77623379e-01]
[ -1.95320415e-02 -4.09572396e-01 -3.15135326e-02 -7.70067824e-02
6.71023850e-01 1.01936106e-01 5.42464768e-01 9.11123361e-02
2.66428958e-02 -3.89040930e-01]
[ 9.18377340e-03 -4.62819607e-01 -4.41529307e-02 -1.09679197e-01
6.83770302e-01 2.41185714e-02 5.08199009e-01 4.84547349e-02
-3.65905102e-01 -2.21825822e-01]
[ -1.72436149e-01 -6.06848473e-01 -1.01192520e-02 -2.05190617e-01
7.75129800e-01 -9.03029027e-02 6.34400180e-01 -8.30667832e-02
-6.91587784e-02 8.19723932e-02]
[ -2.93337848e-01 -4.17760447e-01 5.63705104e-02 -4.48808626e-02
9.06072456e-01 1.41333490e-01 4.33142033e-01 4.78211461e-02
-8.67123311e-02 -1.33570234e-01]
[ -2.06807515e-01 -3.17179056e-01 2.51082129e-01 -2.44021652e-01
6.67099458e-01 -4.42078958e-02 7.00782015e-01 1.29575101e-02
-2.57965065e-01 -2.88105160e-02]
[ -1.29358904e-01 -2.24462529e-01 -1.80441331e-01 -9.95520563e-02
4.84393987e-01 -2.30638101e-01 1.78930643e-01 1.69059840e-01
-7.90322809e-03 -1.16942498e-01]
[ 1.04100087e-01 2.34377687e-01 1.60863481e-01 -1.01622563e-01
-5.42860942e-02 5.31173178e-02 -1.38241213e-01 2.82164053e-01
6.72946656e-02 1.69495085e-01]
[ 3.51048056e-01 3.32811861e-01 -8.21002172e-02 3.14975237e-01
-8.87530874e-01 -2.88122900e-01 -4.85310420e-01 1.77424240e-01
3.85167741e-01 -2.93856396e-02]
[ 4.59857715e-02 1.30309609e-01 2.52608860e-01 2.47492556e-01
-5.45710735e-02 -1.95574897e-01 -1.74778426e-01 -1.33106609e-01
-1.40840204e-01 -2.91229547e-01]
[ 2.35416647e-02 -6.59643085e-02 -1.18516726e-01 -5.42457508e-02
2.30605246e-01 4.03487595e-02 -5.94078117e-03 -1.84698916e-01
3.38045046e-02 2.07185849e-01]
[ -2.24669348e-04 -5.50519137e-02 -6.76289884e-02 -5.36195429e-02
-1.72275138e-02 -1.76740052e-01 8.90191353e-02 9.75603398e-03
3.52826151e-02 2.08324218e-03]
[ 2.49604509e-02 6.59139523e-02 2.42281898e-01 6.77760287e-02
-2.11330339e-01 -1.33488772e-01 1.17779846e-01 3.90759609e-02
-1.90626418e-01 1.00880362e-01]
[ 7.43329403e-02 4.06659588e-02 1.08330213e-01 1.00139246e-02
-2.47919620e-01 6.77302740e-02 5.59987825e-02 -2.70675443e-01
-1.54301311e-02 -8.59873573e-02]
[ -7.08357429e-03 1.04865105e-01 8.61060083e-02 -2.53227650e-02
-6.06897996e-02 1.79032079e-01 8.54340372e-02 1.18757734e-01
-1.77773954e-02 1.76674888e-01]
[ 2.23499591e-01 7.87191147e-02 2.94532309e-02 8.41764582e-02
2.42289526e-02 -2.43946239e-02 -1.74662983e-01 1.48610350e-01
-5.20199302e-02 -1.68004084e-02]
[ 4.72663272e-02 1.12064388e-02 1.88861819e-02 4.77068593e-02
-4.33428113e-01 -1.24700926e-01 -2.19551949e-01 4.16195491e-02
1.23955514e-01 1.98997724e-01]
[ 5.11093572e-02 5.14674343e-01 1.24927008e-01 4.24629034e-01
-1.15801676e+00 -3.05435463e-01 -6.01314570e-01 -7.16413217e-02
2.93333674e-01 3.36203659e-01]
[ 1.79923875e-01 5.04339348e-01 6.68427844e-02 4.28246782e-01
-9.33336996e-01 -8.45188447e-02 -4.43153328e-01 1.51171657e-01
2.11444699e-01 4.83531592e-01]
[ 2.60705152e-01 3.26175445e-01 2.49170535e-01 1.57087404e-01
-4.60252000e-01 7.76571208e-02 -2.33988816e-01 1.63318892e-01
2.46649097e-01 8.72142019e-02]
[ -7.25500575e-02 2.24981816e-01 2.41974316e-01 1.83484913e-02
-4.44856288e-02 1.30204534e-01 -1.04550716e-01 -1.50292701e-02
-3.14037612e-02 5.19576958e-02]
[ -9.83486919e-02 -1.37265369e-03 2.49270693e-02 9.41031991e-02
-5.53745095e-02 1.15714286e-01 2.49558235e-01 2.01485026e-02
-2.74334027e-01 -9.26967308e-02]
[ -2.24386584e-01 -3.82221499e-02 -9.49129892e-02 -3.48977869e-01
1.95941157e-01 1.20818948e-01 1.15393599e-01 1.03035775e-01
-2.10862873e-01 2.77877366e-02]
[ 9.52379139e-03 -3.96755526e-01 -1.27757523e-01 -1.62398490e-01
3.74002066e-01 2.60704630e-02 1.88258299e-01 1.52406551e-01
-1.66064591e-01 -2.23157579e-01]
[ 1.20400038e-01 -2.30263298e-01 -1.52230113e-01 -1.70130603e-02
6.15906358e-02 -5.03570561e-02 8.14694162e-02 -1.52583610e-01
1.17234676e-01 -1.47235880e-01]
[ -1.17358739e-01 7.59743511e-02 2.63380625e-01 -8.24793856e-03
1.58201297e-01 8.13525643e-02 4.07405464e-02 -2.97587756e-01
-1.12989267e-01 -5.91190557e-02]
[ -3.53557921e-01 1.74681061e-02 1.18590212e-02 -3.42676417e-02
1.72027976e-01 -1.71610842e-01 1.98196391e-02 2.33863951e-01
-9.23491539e-02 6.66214030e-02]
[ 1.44774194e-01 2.31630191e-02 -2.34686671e-01 -8.35763498e-02
1.09965204e-01 -2.97561390e-01 6.78848009e-02 -1.67729679e-01
5.70159164e-04 -1.89456361e-01]
[ 2.11029835e-01 -1.85082731e-01 6.38706347e-02 -2.34711043e-02
9.79013791e-02 -3.54859299e-02 3.86837358e-02 -1.36846260e-01
1.12971666e-01 -1.80182966e-01]
[ -1.04532484e-01 -7.00288063e-02 1.21779191e-01 1.10265696e-01
3.85575714e-02 -1.13939901e-01 2.54704794e-01 -7.78242393e-02
1.84687614e-01 -2.90393719e-03]
[ -5.34459943e-03 -1.80957691e-01 1.99587173e-01 -2.49074830e-01
-8.35569038e-02 1.16744543e-01 6.91527399e-02 -1.17220616e-01
2.27272285e-02 2.21242955e-01]]
[[ 0.63008174]
[ 1.64703805]
[ 0.2660851 ]
[ 0.88047358]
[-2.69565541]
[-0.25369026]
[-1.65433983]
[ 0.07072038]
[ 0.70546308]
[ 0.89720534]]
Progress: 35.8% ... Training loss: 0.276 ... Validation loss: 0.444[[ 1.56752446e-01 2.11135037e-01 -1.07700031e-01 1.02348301e-01
-5.22032663e-01 -6.93479890e-02 -5.27019794e-02 1.21195896e-01
-6.46803741e-02 1.80580219e-01]
[ 1.51262639e-02 1.54623552e-01 -1.88480099e-02 4.73048689e-02
8.02438458e-02 -7.13049130e-03 3.10442197e-01 4.13648638e-02
1.42778096e-01 -2.63974796e-02]
[ 1.88584647e-01 7.14069291e-01 1.08951604e-02 -3.89514725e-02
5.23123744e-01 -2.30457052e-02 -7.95718827e-01 -4.04809619e-02
5.49018369e-02 2.79762154e-01]
[ 2.27868692e-02 -3.40556946e-01 -2.09003950e-01 1.26651054e-01
-2.00340836e-02 1.41355080e-01 1.64205770e-01 6.09849285e-02
8.97616951e-02 2.37593326e-01]
[ -1.84294868e-02 1.10133516e-01 -1.49073131e-01 3.89191742e-02
-7.34463390e-03 -1.80700253e-01 6.23065461e-02 -1.18567330e-01
-1.94774392e-01 -3.91711653e-02]
[ -3.83473309e-01 -6.14027340e-01 -2.96272455e-01 1.61965361e-01
-1.46986928e-02 4.04110928e-02 3.07365497e-01 -3.76617483e-02
-1.84060264e-02 -1.35863862e-02]
[ -5.56353334e-03 -2.12558262e-01 9.10851241e-03 8.82087565e-02
5.42398941e-03 -7.04928885e-02 1.78341128e-01 -1.90790569e-01
1.92943635e-01 2.99263008e-02]
[ 1.10439908e-01 -2.48254200e-01 3.35379138e-02 -7.22828354e-02
6.52783426e-02 -4.78117688e-02 7.82042939e-02 1.19334047e-01
7.88659185e-02 -2.52258729e-02]
[ -1.74585226e-01 -1.37746416e-01 -3.03499261e-01 -2.16728973e-02
-7.76567760e-03 6.93554004e-02 -1.46983220e-01 -2.91529646e-02
2.62142514e-01 -1.33177440e-01]
[ 5.14883184e-02 -3.86876668e-01 8.75318555e-02 2.62847038e-02
-5.63802147e-02 -1.16867061e-01 1.86797288e-01 -1.04676953e-01
1.83324449e-02 9.83624151e-02]
[ -8.77509765e-02 -6.49844628e-02 -3.76357396e-04 -1.48235750e-01
-1.11099873e-02 1.87749937e-02 1.95538979e-01 -1.03120082e-01
-1.57389796e-02 -1.29783728e-01]
[ -1.22542214e-01 -1.63777201e-01 -7.13031234e-02 -3.96847457e-03
3.80280826e-01 1.02123496e-01 1.20344926e-01 -1.64355401e-02
-1.72828053e-01 -2.17610586e-01]
[ -1.57533965e-01 3.66753400e-03 6.16462445e-02 2.09043254e-02
-1.70781290e-01 -2.19462599e-01 -1.76832215e-01 -1.97090736e-01
8.62012488e-02 1.73104853e-01]
[ -2.68506105e-01 -3.23986303e-01 1.00782982e-01 2.30983924e-01
-1.04579503e-01 -6.98208670e-02 6.69384380e-02 -2.59194810e-01
-2.56639438e-01 -6.71369517e-02]
[ 1.05797450e-01 -1.71824447e-01 -2.06614623e-02 1.22512210e-01
-4.43481011e-02 -8.89014116e-02 2.24629268e-01 3.41264159e-03
2.98672272e-02 8.56609706e-03]
[ 3.77934471e-02 -9.19166180e-02 -2.10619573e-01 1.52174345e-01
-5.21509733e-02 8.33876446e-02 -4.47242862e-02 -1.98070985e-02
-8.88659163e-02 -3.37456740e-03]
[ -1.16213484e-01 -6.38917089e-02 -2.00207205e-01 1.63595723e-01
-1.01051543e-02 1.32288923e-01 -1.67347321e-03 -2.49789032e-01
7.60969970e-02 -1.90823629e-01]
[ -6.58855849e-02 -3.39081003e-02 2.76649556e-01 1.03161194e-01
1.07823876e-01 -6.23873899e-02 -1.28747627e-01 1.20928980e-01
7.69961374e-02 3.85039859e-02]
[ 5.35331921e-02 -3.27095700e-02 8.62937644e-02 8.24500507e-02
6.72252181e-02 -1.54162163e-02 2.34084964e-01 1.20046198e-01
-3.22549286e-02 -6.78674859e-02]
[ 1.11611164e-02 -1.45706652e-01 -2.90689847e-01 -4.85319430e-02
1.51367916e-01 -9.29828379e-02 1.49876646e-01 1.63546442e-01
1.10524503e-01 -2.72136679e-02]
[ 4.97186167e-02 -1.75021488e-02 -1.16189886e-01 4.52478303e-02
-1.00607150e-01 3.21507330e-01 2.62910173e-01 2.04806867e-01
-1.59659005e-01 -6.08139749e-02]
[ 1.37004181e-03 -1.35939551e-02 1.22487822e-01 1.04992869e-01
2.71958284e-03 1.05766662e-01 -1.15385086e-01 -4.17473483e-02
2.12934956e-01 7.78904876e-02]
[ 1.11057368e-01 7.80728116e-02 -4.50307695e-02 -9.70306175e-02
-9.88961735e-02 -3.30490554e-01 1.15793624e-01 8.64526035e-03
1.44012217e-01 9.04729432e-02]
[ -1.00742336e-01 -1.78171570e-02 -1.56002956e-02 2.26687259e-02
2.87467197e-03 -2.03966433e-01 -7.78204243e-02 -1.99397756e-02
1.63989647e-02 1.27438744e-01]
[ -1.52319199e-01 -1.03991937e-01 -2.00234811e-01 -1.14306254e-02
-2.75906517e-01 -2.31116578e-03 2.71323137e-02 -2.44341255e-02
-2.94210802e-03 5.19237284e-02]
[ -3.05847704e-02 -1.06375901e-01 -7.49241599e-02 -1.26625952e-01
5.29455107e-01 2.75779581e-01 5.77215877e-01 1.13063497e-01
-1.81528937e-01 -3.77674333e-01]
[ -1.96112266e-02 -4.09763116e-01 -3.15448134e-02 -7.71092190e-02
6.71450881e-01 1.01965284e-01 5.42654686e-01 9.11058299e-02
2.65630020e-02 -3.89122338e-01]
[ 9.59583632e-03 -4.62263171e-01 -4.39850993e-02 -1.09098859e-01
6.82418789e-01 2.39658395e-02 5.07385283e-01 4.85013188e-02
-3.65460810e-01 -2.21263080e-01]
[ -1.72287170e-01 -6.06731970e-01 -1.00497462e-02 -2.04924484e-01
7.74503670e-01 -9.03804250e-02 6.34228939e-01 -8.30454388e-02
-6.89359124e-02 8.22546889e-02]
[ -2.92868441e-01 -4.17424838e-01 5.65931799e-02 -4.41114337e-02
9.03701383e-01 1.41104869e-01 4.32591143e-01 4.78850181e-02
-8.60913086e-02 -1.32814669e-01]
[ -2.06943943e-01 -3.17531062e-01 2.51023066e-01 -2.44192429e-01
6.67625969e-01 -4.41526948e-02 7.01122723e-01 1.29424534e-02
-2.58118553e-01 -2.89907169e-02]
[ -1.29791941e-01 -2.25235003e-01 -1.80617316e-01 -1.00168367e-01
4.86186722e-01 -2.30467876e-01 1.79927879e-01 1.69008196e-01
-8.39308013e-03 -1.17518189e-01]
[ 1.04755870e-01 2.36111703e-01 1.61144378e-01 -1.00659873e-01
-5.71844225e-02 5.28468591e-02 -1.40015170e-01 2.82239345e-01
6.80301070e-02 1.70358485e-01]
[ 3.49927074e-01 3.30329945e-01 -8.25611264e-02 3.13488728e-01
-8.84503245e-01 -2.87701865e-01 -4.82623619e-01 1.77300555e-01
3.84039586e-01 -3.07830326e-02]
[ 4.61087979e-02 1.30580790e-01 2.52655096e-01 2.47638802e-01
-5.48936693e-02 -1.95620004e-01 -1.75038681e-01 -1.33094339e-01
-1.40711146e-01 -2.91078034e-01]
[ 2.35749972e-02 -6.59618654e-02 -1.18507548e-01 -5.41884438e-02
2.30349962e-01 4.03297122e-02 -5.97750198e-03 -1.84694907e-01
3.38480708e-02 2.07248182e-01]
[ -6.46497990e-04 -5.61832556e-02 -6.78150643e-02 -5.42427100e-02
-1.55022056e-02 -1.76569764e-01 9.00697597e-02 9.70561763e-03
3.48106409e-02 1.44835290e-03]
[ 2.53088114e-02 6.69761320e-02 2.42362084e-01 6.82470610e-02
-2.12810382e-01 -1.33620521e-01 1.16828136e-01 3.91137351e-02
-1.90260384e-01 1.01289575e-01]
[ 7.38051162e-02 3.93999478e-02 1.08089027e-01 9.22977151e-03
-2.45933402e-01 6.79384351e-02 5.72062615e-02 -2.70729496e-01
-1.60405271e-02 -8.67151154e-02]
[ -7.44586393e-03 1.03938783e-01 8.59495842e-02 -2.58459763e-02
-5.92229538e-02 1.79176591e-01 8.63481106e-02 1.18716326e-01
-1.81941649e-02 1.76169346e-01]
[ 2.23551559e-01 7.86711831e-02 2.94492322e-02 8.42110553e-02
2.40866634e-02 -2.44139107e-02 -1.74809085e-01 1.48613747e-01
-5.20103877e-02 -1.67527047e-02]
[ 4.66845150e-02 1.00920785e-02 1.86636091e-02 4.68976324e-02
-4.31422690e-01 -1.24500221e-01 -2.18392403e-01 4.15578958e-02
1.23317949e-01 1.98193673e-01]
[ 5.20300031e-02 5.16833539e-01 1.25329020e-01 4.25888207e-01
-1.16126861e+00 -3.05768711e-01 -6.03326679e-01 -7.15335230e-02
2.94335252e-01 3.37447341e-01]
[ 1.80009229e-01 5.04576979e-01 6.68804982e-02 4.28363736e-01
-9.33541709e-01 -8.45522198e-02 -4.43371260e-01 1.51181765e-01
2.11545694e-01 4.83660347e-01]
[ 2.60108615e-01 3.25353051e-01 2.48925344e-01 1.56328532e-01
-4.58136968e-01 7.79016401e-02 -2.33025283e-01 1.63252606e-01
2.45993175e-01 8.63696025e-02]
[ -7.27083452e-02 2.24611187e-01 2.41902626e-01 1.81086341e-02
-4.38353534e-02 1.30271607e-01 -1.04178990e-01 -1.50481714e-02
-3.15945593e-02 5.17277281e-02]
[ -9.86842238e-02 -2.13320006e-03 2.47858459e-02 9.36363252e-02
-5.40358497e-02 1.15836689e-01 2.50256270e-01 2.01147530e-02
-2.74686385e-01 -9.31556895e-02]
[ -2.24567335e-01 -3.86843341e-02 -9.49901333e-02 -3.49210486e-01
1.96640252e-01 1.20892779e-01 1.15850800e-01 1.03015242e-01
-2.11068931e-01 2.75360627e-02]
[ 9.22581028e-03 -3.97342557e-01 -1.27885540e-01 -1.62825342e-01
3.75251931e-01 2.61928999e-02 1.88973909e-01 1.52372381e-01
-1.66400672e-01 -2.23587883e-01]
[ 1.21486466e-01 -2.27960195e-01 -1.51782482e-01 -1.54385012e-02
5.75255980e-02 -5.07903792e-02 7.89785561e-02 -1.52458047e-01
1.18454572e-01 -1.45696423e-01]
[ -1.17261154e-01 7.62290321e-02 2.63442953e-01 -8.07840400e-03
1.57667633e-01 8.13135616e-02 4.02540997e-02 -2.97574889e-01
-1.12929024e-01 -5.90749494e-02]
[ -3.53856963e-01 1.68311545e-02 1.17357067e-02 -3.46818166e-02
1.73253416e-01 -1.71490785e-01 2.05099678e-02 2.33830334e-01
-9.26718397e-02 6.62149885e-02]
[ 1.43884836e-01 2.02289741e-02 -2.35048492e-01 -8.47646335e-02
1.13300574e-01 -2.97261290e-01 7.04594398e-02 -1.67809857e-01
-3.31772911e-04 -1.90538239e-01]
[ 2.10520477e-01 -1.86008502e-01 6.36993323e-02 -2.40537122e-02
9.89029186e-02 -3.53298192e-02 4.00295382e-02 -1.36890433e-01
1.12526191e-01 -1.80798105e-01]
[ -1.04657326e-01 -7.05855507e-02 1.21729881e-01 1.10144731e-01
3.89977116e-02 -1.13899440e-01 2.55178405e-01 -7.78324659e-02
1.84572747e-01 -3.13257724e-03]
[ -6.71388878e-03 -1.83872540e-01 1.98899079e-01 -2.51081227e-01
-7.88752287e-02 1.17312792e-01 7.23511047e-02 -1.17387714e-01
2.11404654e-02 2.19325272e-01]]
[[ 0.62379354]
[ 1.64138308]
[ 0.26117893]
[ 0.87436768]
[-2.69878373]
[-0.25744958]
[-1.66192553]
[ 0.06640602]
[ 0.70076404]
[ 0.8921546 ]]
Progress: 35.9% ... Training loss: 0.276 ... Validation loss: 0.448[[ 1.53803926e-01 2.04402148e-01 -1.08901515e-01 9.83310079e-02
-5.10155660e-01 -6.82351798e-02 -4.57919050e-02 1.20898092e-01
-6.79600625e-02 1.76576573e-01]
[ 1.50798415e-02 1.54894664e-01 -1.89041517e-02 4.71105872e-02
8.09851681e-02 -7.12069511e-03 3.10168457e-01 4.13548266e-02
1.42647004e-01 -2.65351304e-02]
[ 1.84711222e-01 7.08261560e-01 9.16795138e-03 -4.47381794e-02
5.37959064e-01 -2.15066054e-02 -7.88627723e-01 -4.09096784e-02
5.02968111e-02 2.74380839e-01]
[ 2.67321285e-02 -3.32424597e-01 -2.07282747e-01 1.32763533e-01
-3.55073660e-02 1.39702162e-01 1.55052093e-01 6.14209511e-02
9.42086063e-02 2.43566428e-01]
[ -2.25612574e-02 1.01865504e-01 -1.50869705e-01 3.29466248e-02
7.29998937e-03 -1.78935576e-01 7.16389760e-02 -1.19033816e-01
-1.99345081e-01 -4.51862043e-02]
[ -3.83727060e-01 -6.15688739e-01 -2.96333506e-01 1.61706469e-01
-1.40601641e-02 4.04881709e-02 3.08662538e-01 -3.76822256e-02
-1.86334322e-02 -1.39651300e-02]
[ -7.14854711e-03 -2.16787555e-01 8.43066993e-03 8.60528413e-02
1.12928275e-02 -6.98359725e-02 1.82082857e-01 -1.90954563e-01
1.91196873e-01 2.76936121e-02]
[ 1.09818909e-01 -2.48636761e-01 3.32913765e-02 -7.31155704e-02
6.67589386e-02 -4.76462720e-02 7.86666132e-02 1.19275760e-01
7.81161706e-02 -2.58637178e-02]
[ -1.73178686e-01 -1.35321794e-01 -3.02901067e-01 -1.96205627e-02
-1.26577735e-02 6.87661384e-02 -1.50234612e-01 -2.89967417e-02
2.63618812e-01 -1.31102435e-01]
[ 5.02178510e-02 -3.90635712e-01 8.69831148e-02 2.44739188e-02
-5.13813144e-02 -1.16414086e-01 1.89680573e-01 -1.04803065e-01
1.67963791e-02 9.66552787e-02]
[ -8.76688127e-02 -6.49595122e-02 -2.86691167e-04 -1.47959618e-01
-1.23799207e-02 1.87065719e-02 1.95229987e-01 -1.03100578e-01
-1.56637804e-02 -1.29505475e-01]
[ -1.22407135e-01 -1.63891739e-01 -7.12312848e-02 -3.62902977e-03
3.79647726e-01 1.02049172e-01 1.20020330e-01 -1.64154673e-02
-1.72614805e-01 -2.17355974e-01]
[ -1.57533965e-01 3.66753400e-03 6.16462445e-02 2.09043254e-02
-1.70781290e-01 -2.19462599e-01 -1.76832215e-01 -1.97090736e-01
8.62012488e-02 1.73104853e-01]
[ -2.68401440e-01 -3.24256171e-01 1.00845271e-01 2.31218154e-01
-1.05332498e-01 -6.98806758e-02 6.69203434e-02 -2.59181504e-01
-2.56486787e-01 -6.70319916e-02]
[ 1.05868655e-01 -1.72048891e-01 -2.06120940e-02 1.22603423e-01
-4.47240960e-02 -8.89327693e-02 2.24816513e-01 3.42371671e-03
2.99641043e-02 8.68428733e-03]
[ 3.70991618e-02 -9.36650393e-02 -2.10901911e-01 1.51217126e-01
-4.92737468e-02 8.36646668e-02 -4.31187639e-02 -1.98797868e-02
-8.96411277e-02 -4.34200311e-03]
[ -1.17390971e-01 -6.64877919e-02 -2.00697378e-01 1.61983492e-01
-6.31150224e-03 1.32771530e-01 1.14554017e-03 -2.49908519e-01
7.48259149e-02 -1.92480455e-01]
[ -6.59541921e-02 -3.45651137e-02 2.76613427e-01 1.03051972e-01
1.08253674e-01 -6.23480113e-02 -1.28529330e-01 1.20920237e-01
7.68964262e-02 3.83684533e-02]
[ 5.32683409e-02 -3.34345546e-02 8.61826004e-02 8.21148928e-02
6.83500400e-02 -1.53104728e-02 2.34473456e-01 1.20019343e-01
-3.25511830e-02 -6.81975460e-02]
[ 1.05901106e-02 -1.46392653e-01 -2.90969639e-01 -4.95099290e-02
1.53520774e-01 -9.27687924e-02 1.50596203e-01 1.63474034e-01
1.09779707e-01 -2.80487382e-02]
[ 4.89449858e-02 -1.94178257e-02 -1.16506863e-01 4.42371676e-02
-9.75592803e-02 3.21794174e-01 2.64922478e-01 2.04732440e-01
-1.60506703e-01 -6.17779881e-02]
[ 2.54429663e-03 -1.03773887e-02 1.23011380e-01 1.06775912e-01
-2.67784937e-03 1.05251441e-01 -1.18422482e-01 -4.16129260e-02
2.14194600e-01 7.96307635e-02]
[ 1.11134792e-01 7.81565498e-02 -4.49917899e-02 -9.69293310e-02
-9.92429088e-02 -3.30508831e-01 1.15702160e-01 8.65300841e-03
1.44107256e-01 9.05770983e-02]
[ -1.00023457e-01 -1.66988250e-02 -1.52966581e-02 2.37544204e-02
3.79216566e-04 -2.04284513e-01 -7.95714664e-02 -1.98571257e-02
1.71877518e-02 1.28556311e-01]
[ -1.51968984e-01 -1.03436713e-01 -2.00083307e-01 -1.09188219e-02
-2.76868263e-01 -2.46383406e-03 2.63295770e-02 -2.43952525e-02
-2.54797045e-03 5.24532462e-02]
[ -3.04861968e-02 -1.06129190e-01 -7.48841773e-02 -1.26475065e-01
5.29167870e-01 2.75733460e-01 5.76989596e-01 1.13074989e-01
-1.81413503e-01 -3.77516879e-01]
[ -1.94500284e-02 -4.09713074e-01 -3.14682381e-02 -7.68663175e-02
6.70702117e-01 1.01889048e-01 5.42542450e-01 9.11238564e-02
2.67855778e-02 -3.88924463e-01]
[ 9.48347837e-03 -4.62918471e-01 -4.40272879e-02 -1.09250291e-01
6.82711490e-01 2.40093002e-02 5.07988553e-01 4.84889310e-02
-3.65609592e-01 -2.21463992e-01]
[ -1.71933559e-01 -6.06243440e-01 -9.88873781e-03 -2.04335771e-01
7.73123866e-01 -9.05512977e-02 6.33422793e-01 -8.30010275e-02
-6.84689453e-02 8.28403748e-02]
[ -2.93173611e-01 -4.18140928e-01 5.64597601e-02 -4.45622542e-02
9.04940823e-01 1.41231861e-01 4.33393568e-01 4.78520901e-02
-8.64447887e-02 -1.33260344e-01]
[ -2.07312281e-01 -3.18531279e-01 2.50864313e-01 -2.44734110e-01
6.69152015e-01 -4.39934214e-02 7.02076289e-01 1.29017646e-02
-2.58552335e-01 -2.95210004e-02]
[ -1.29603974e-01 -2.24758737e-01 -1.80536805e-01 -9.98955202e-02
4.85522741e-01 -2.30540149e-01 1.79419002e-01 1.69028934e-01
-8.17436395e-03 -1.17240207e-01]
[ 1.04062745e-01 2.34279829e-01 1.60849269e-01 -1.01648385e-01
-5.46538301e-02 5.31314571e-02 -1.38279814e-01 2.82167729e-01
6.72150264e-02 1.69400344e-01]
[ 3.50573341e-01 3.31726380e-01 -8.22662290e-02 3.14575157e-01
-8.87048817e-01 -2.88016136e-01 -4.84341065e-01 1.77380607e-01
3.84798484e-01 -2.96688709e-02]
[ 4.63399754e-02 1.30750671e-01 2.52754287e-01 2.47908459e-01
-5.54637568e-02 -1.95715758e-01 -1.75236616e-01 -1.33069186e-01
-1.40451228e-01 -2.90770269e-01]
[ 2.39010008e-02 -6.53004921e-02 -1.18377845e-01 -5.37322872e-02
2.29013952e-01 4.02053331e-02 -6.74101409e-03 -1.84661857e-01
3.41446759e-02 2.07705539e-01]
[ -6.39370527e-04 -5.64316381e-02 -6.78057308e-02 -5.42149723e-02
-1.54915937e-02 -1.76583001e-01 9.01607425e-02 9.70763708e-03
3.48273832e-02 1.48736106e-03]
[ 2.58710166e-02 6.82443324e-02 2.42596267e-01 6.90521567e-02
-2.15330331e-01 -1.33861747e-01 1.15338341e-01 3.91742476e-02
-1.89609234e-01 1.02046404e-01]
[ 7.36578890e-02 3.88237139e-02 1.08037373e-01 9.03993085e-03
-2.45335199e-01 6.79802901e-02 5.76271401e-02 -2.70740920e-01
-1.61860169e-02 -8.68995663e-02]
[ -7.91885750e-03 1.02977441e-01 8.57477975e-02 -2.65286303e-02
-5.77328054e-02 1.79369205e-01 8.73561231e-02 1.18664931e-01
-1.87409445e-02 1.75528146e-01]
[ 2.22870252e-01 7.70412974e-02 2.91749360e-02 8.32303182e-02
2.66245410e-02 -2.41153715e-02 -1.73326569e-01 1.48541158e-01
-5.27952432e-02 -1.77376544e-02]
[ 4.65712417e-02 9.87160554e-03 1.86100427e-02 4.67031220e-02
-4.31057941e-01 -1.24453900e-01 -2.18215965e-01 4.15429539e-02
1.23143115e-01 1.97978246e-01]
[ 5.19768812e-02 5.16972491e-01 1.25291944e-01 4.25757039e-01
-1.16081194e+00 -3.05758264e-01 -6.03285642e-01 -7.15438235e-02
2.94236374e-01 3.37336354e-01]
[ 1.79305151e-01 5.03125231e-01 6.65737797e-02 4.27392798e-01
-9.31219383e-01 -8.42408331e-02 -4.42048064e-01 1.51103043e-01
2.10711913e-01 4.82669054e-01]
[ 2.60552223e-01 3.26894766e-01 2.49134097e-01 1.57097131e-01
-4.60535569e-01 7.76818806e-02 -2.34443960e-01 1.63308359e-01
2.46530529e-01 8.71000638e-02]
[ -7.33885067e-02 2.22906697e-01 2.41622642e-01 1.71941706e-02
-4.09642692e-02 1.30555104e-01 -1.02512603e-01 -1.51196601e-02
-3.23471241e-02 5.07943819e-02]
[ -9.87067434e-02 -2.07578571e-03 2.47688915e-02 9.35914056e-02
-5.38634776e-02 1.15852304e-01 2.50191526e-01 2.01100482e-02
-2.74736898e-01 -9.31864700e-02]
[ -2.24125745e-01 -3.76478253e-02 -9.47934736e-02 -3.48611851e-01
1.95148223e-01 1.20698987e-01 1.14676129e-01 1.03065307e-01
-2.10544648e-01 2.81913789e-02]
[ 9.06693006e-03 -3.97727184e-01 -1.27952068e-01 -1.63046535e-01
3.75877011e-01 2.62564507e-02 1.89399859e-01 1.52357758e-01
-1.66578114e-01 -2.23814606e-01]
[ 1.22030986e-01 -2.26823242e-01 -1.51546539e-01 -1.45448139e-02
5.44623411e-02 -5.10264562e-02 7.77431400e-02 -1.52396635e-01
1.19071962e-01 -1.44842958e-01]
[ -1.17209503e-01 7.59265333e-02 2.63440309e-01 -8.08628870e-03
1.57846959e-01 8.12941912e-02 4.01934184e-02 -2.97566317e-01
-1.12886254e-01 -5.90234231e-02]
[ -3.54140727e-01 1.58300013e-02 1.16359656e-02 -3.50372024e-02
1.74572700e-01 -1.71404226e-01 2.09347167e-02 2.33805127e-01
-9.29706150e-02 6.58656590e-02]
[ 1.43586107e-01 1.96672800e-02 -2.35168946e-01 -8.51420004e-02
1.14904711e-01 -2.97188848e-01 7.09159523e-02 -1.67838766e-01
-7.26135634e-04 -1.90916558e-01]
[ 2.10834316e-01 -1.85004909e-01 6.38502462e-02 -2.35177386e-02
9.72756133e-02 -3.54948184e-02 3.90876207e-02 -1.36848720e-01
1.12909197e-01 -1.80274959e-01]
[ -1.06028627e-01 -7.40828235e-02 1.21168593e-01 1.08236956e-01
4.43824778e-02 -1.13341913e-01 2.58544741e-01 -7.79772767e-02
1.83063525e-01 -5.02054699e-03]
[ -6.72332772e-03 -1.84499098e-01 1.98909114e-01 -2.51057684e-01
-7.95763131e-02 1.17326939e-01 7.25912191e-02 -1.17387020e-01
2.10520397e-02 2.19338481e-01]]
[[ 0.61909105]
[ 1.63223184]
[ 0.25761355]
[ 0.87077435]
[-2.70293115]
[-0.25812131]
[-1.6619028 ]
[ 0.06420289]
[ 0.70006865]
[ 0.88758067]]
Progress: 35.9% ... Training loss: 0.280 ... Validation loss: 0.457[[ 1.54345253e-01 2.06276900e-01 -1.08654254e-01 9.89840044e-02
-5.11895891e-01 -6.83367546e-02 -4.72341403e-02 1.20938400e-01
-6.74405479e-02 1.77326350e-01]
[ 1.51418586e-02 1.55216011e-01 -1.88693952e-02 4.72677769e-02
8.07558646e-02 -7.16007795e-03 3.10270543e-01 4.13614637e-02
1.42715278e-01 -2.63852748e-02]
[ 1.84426902e-01 7.07834596e-01 9.07797496e-03 -4.49532566e-02
5.37591827e-01 -2.13963138e-02 -7.88662427e-01 -4.09279737e-02
5.02966992e-02 2.74290598e-01]
[ 2.41180878e-02 -3.37369932e-01 -2.08411681e-01 1.29223700e-01
-2.62987558e-02 1.40659570e-01 1.60387678e-01 6.11541956e-02
9.12550411e-02 2.39783325e-01]
[ -1.73164234e-02 1.14285235e-01 -1.48688656e-01 4.04254832e-02
-1.30951209e-02 -1.80988085e-01 5.94924923e-02 -1.18500587e-01
-1.93515815e-01 -3.77371738e-02]
[ -3.83163635e-01 -6.14292177e-01 -2.96106191e-01 1.62444439e-01
-1.69312131e-02 4.03144829e-02 3.07962630e-01 -3.76325023e-02
-1.81721146e-02 -1.33714753e-02]
[ -7.41524477e-03 -2.17471970e-01 8.35033195e-03 8.56861426e-02
1.33651253e-02 -6.96884683e-02 1.82816954e-01 -1.90993339e-01
1.90947460e-01 2.74860197e-02]
[ 1.10730270e-01 -2.46285752e-01 3.36888150e-02 -7.17296684e-02
6.15410134e-02 -4.79818806e-02 7.63820024e-02 1.19371534e-01
7.92600513e-02 -2.46198458e-02]
[ -1.72315114e-01 -1.33101728e-01 -3.02536300e-01 -1.84237674e-02
-1.57188039e-02 6.84147557e-02 -1.52717975e-01 -2.89091856e-02
2.64510668e-01 -1.29880184e-01]
[ 5.40109301e-02 -3.82276433e-01 8.86156406e-02 2.97655838e-02
-6.54976279e-02 -1.17879290e-01 1.81128803e-01 -1.04418210e-01
2.10838945e-02 1.02106909e-01]
[ -8.90460550e-02 -6.77385921e-02 -8.62213942e-04 -1.49833859e-01
-8.37188053e-03 1.93098091e-02 1.98572234e-01 -1.03252757e-01
-1.72846673e-02 -1.31580414e-01]
[ -1.22751311e-01 -1.64188717e-01 -7.13791056e-02 -4.09248410e-03
3.80678292e-01 1.02197963e-01 1.20496068e-01 -1.64538661e-02
-1.73033792e-01 -2.17880481e-01]
[ -1.57533965e-01 3.66753400e-03 6.16462445e-02 2.09043254e-02
-1.70781290e-01 -2.19462599e-01 -1.76832215e-01 -1.97090736e-01
8.62012488e-02 1.73104853e-01]
[ -2.68872463e-01 -3.24748645e-01 1.00646944e-01 2.30573267e-01
-1.04742564e-01 -6.96604307e-02 6.76980980e-02 -2.59237557e-01
-2.57115112e-01 -6.78198779e-02]
[ 1.06801556e-01 -1.70467770e-01 -2.02188021e-02 1.23866740e-01
-4.78509567e-02 -8.92918175e-02 2.23415566e-01 3.52089672e-03
3.09880481e-02 1.00034226e-02]
[ 3.79201873e-02 -9.17845237e-02 -2.10565863e-01 1.52303961e-01
-5.19513498e-02 8.33581778e-02 -4.51349855e-02 -1.97998284e-02
-8.87721872e-02 -3.22143684e-03]
[ -1.17306358e-01 -6.63546631e-02 -2.00662871e-01 1.62091808e-01
-6.45696562e-03 1.32754462e-01 1.04362571e-03 -2.49906595e-01
7.49349831e-02 -1.92343238e-01]
[ -6.67635098e-02 -3.63780240e-02 2.76310392e-01 1.01995028e-01
1.11784051e-01 -6.20237971e-02 -1.26496204e-01 1.20836488e-01
7.60337554e-02 3.73445208e-02]
[ 5.36418982e-02 -3.28419823e-02 8.63379450e-02 8.26902739e-02
6.64469728e-02 -1.54493941e-02 2.33813047e-01 1.20062718e-01
-3.20827255e-02 -6.76048074e-02]
[ 1.08141523e-02 -1.46056642e-01 -2.90902783e-01 -4.92355540e-02
1.51733180e-01 -9.28055940e-02 1.50319738e-01 1.63492945e-01
1.10010099e-01 -2.78898150e-02]
[ 4.95253762e-02 -1.73854526e-02 -1.16220537e-01 4.51797884e-02
-1.00588040e-01 3.21519475e-01 2.62950151e-01 2.04794868e-01
-1.59765698e-01 -6.08836602e-02]
[ 2.49353630e-03 -1.04450349e-02 1.22985944e-01 1.06656902e-01
-2.24092179e-03 1.05282208e-01 -1.18379154e-01 -4.16210861e-02
2.14134459e-01 7.95506649e-02]
[ 1.11217069e-01 7.85449352e-02 -4.49465955e-02 -9.68304540e-02
-9.89835118e-02 -3.30532866e-01 1.15309220e-01 8.66054209e-03
1.44128556e-01 9.06807741e-02]
[ -9.97498063e-02 -1.61019976e-02 -1.51796627e-02 2.41673050e-02
-8.48060304e-04 -2.04404296e-01 -8.02511372e-02 -1.98275448e-02
1.75189845e-02 1.28962203e-01]
[ -1.51938679e-01 -1.03321394e-01 -2.00081890e-01 -1.09066171e-02
-2.76865981e-01 -2.47539068e-03 2.62424786e-02 -2.43939041e-02
-2.54353187e-03 5.24648720e-02]
[ -3.05893652e-02 -1.06496281e-01 -7.49161657e-02 -1.26576088e-01
5.29304035e-01 2.75766086e-01 5.77420555e-01 1.13065988e-01
-1.81523445e-01 -3.77697060e-01]
[ -1.95576736e-02 -4.09962890e-01 -3.15214562e-02 -7.70347632e-02
6.71264039e-01 1.01942564e-01 5.42845992e-01 9.11115124e-02
2.66547874e-02 -3.89109679e-01]
[ 9.78611420e-03 -4.62769226e-01 -4.39082239e-02 -1.08820303e-01
6.81236006e-01 2.38788462e-02 5.07975603e-01 4.85199169e-02
-3.65298452e-01 -2.21108069e-01]
[ -1.71942141e-01 -6.06365079e-01 -9.89179760e-03 -2.04340849e-01
7.73070346e-01 -9.05509126e-02 6.33490505e-01 -8.30020545e-02
-6.84695706e-02 8.28358027e-02]
[ -2.93201921e-01 -4.18212507e-01 5.64530180e-02 -4.46020008e-02
9.05156145e-01 1.41245033e-01 4.33444906e-01 4.78491025e-02
-8.64702369e-02 -1.33303544e-01]
[ -2.07180266e-01 -3.18146056e-01 2.50919167e-01 -2.44545035e-01
6.68648444e-01 -4.40447288e-02 7.01821132e-01 1.29123235e-02
-2.58412521e-01 -2.93638927e-02]
[ -1.29785238e-01 -2.25199680e-01 -1.80605773e-01 -1.00126224e-01
4.85883423e-01 -2.30467704e-01 1.79790939e-01 1.69010333e-01
-8.35230648e-03 -1.17487645e-01]
[ 1.03744692e-01 2.34103976e-01 1.60744020e-01 -1.02136097e-01
-5.35107792e-02 5.32725192e-02 -1.37811047e-01 2.82126493e-01
6.68621579e-02 1.68910448e-01]
[ 3.50568510e-01 3.31768376e-01 -8.22569356e-02 3.14542574e-01
-8.87021780e-01 -2.88000820e-01 -4.84246707e-01 1.77379439e-01
3.84753749e-01 -2.96619692e-02]
[ 4.64780976e-02 1.31093974e-01 2.52802597e-01 2.48050948e-01
-5.57793511e-02 -1.95747668e-01 -1.75490191e-01 -1.33058503e-01
-1.40347402e-01 -2.90627021e-01]
[ 2.36579928e-02 -6.57966576e-02 -1.18489236e-01 -5.40862213e-02
2.29789196e-01 4.02986591e-02 -6.26688984e-03 -1.84687374e-01
3.38747878e-02 2.07352355e-01]
[ 9.58353162e-05 -5.44919097e-02 -6.75017905e-02 -5.31587842e-02
-1.84492010e-02 -1.76877540e-01 8.81242194e-02 9.78691356e-03
3.56752627e-02 2.56854610e-03]
[ 2.54687904e-02 6.71893493e-02 2.42421059e-01 6.84521054e-02
-2.13501632e-01 -1.33696230e-01 1.16414001e-01 3.91302177e-02
-1.90091111e-01 1.01465757e-01]
[ 7.36316961e-02 3.85149681e-02 1.08021841e-01 8.98268833e-03
-2.44919003e-01 6.79959579e-02 5.78440129e-02 -2.70742676e-01
-1.62284915e-02 -8.69381676e-02]
[ -7.90648943e-03 1.03344192e-01 8.57639012e-02 -2.65341658e-02
-5.81724691e-02 1.79370902e-01 8.71499431e-02 1.18663445e-01
-1.87639319e-02 1.75536342e-01]
[ 2.22929550e-01 7.71195937e-02 2.91910298e-02 8.33114841e-02
2.63114659e-02 -2.41399714e-02 -1.73629063e-01 1.48548281e-01
-5.27078865e-02 -1.76663022e-02]
[ 4.65670501e-02 9.87902174e-03 1.86092214e-02 4.67003083e-02
-4.31062348e-01 -1.24453052e-01 -2.18208349e-01 4.15429822e-02
1.23139879e-01 1.97972441e-01]
[ 5.32492561e-02 5.19593482e-01 1.25816320e-01 4.27550167e-01
-1.16559952e+00 -3.06206072e-01 -6.05882746e-01 -7.14188640e-02
2.95648578e-01 3.39030492e-01]
[ 1.79291379e-01 5.03619125e-01 6.65594884e-02 4.27373476e-01
-9.31131526e-01 -8.41746899e-02 -4.42424229e-01 1.51093090e-01
2.10631244e-01 4.82737889e-01]
[ 2.61099128e-01 3.28449212e-01 2.49403932e-01 1.58007821e-01
-4.63157198e-01 7.74126429e-02 -2.35997856e-01 1.63373372e-01
2.47249282e-01 8.79956159e-02]
[ -7.34184292e-02 2.22824463e-01 2.41614163e-01 1.71484211e-02
-4.08367221e-02 1.30568974e-01 -1.02433062e-01 -1.51230124e-02
-3.23642844e-02 5.07627454e-02]
[ -9.84582745e-02 -1.51177342e-03 2.48718047e-02 9.39526311e-02
-5.48096445e-02 1.15747260e-01 2.49570706e-01 2.01373148e-02
-2.74453665e-01 -9.28113944e-02]
[ -2.23820022e-01 -3.69701513e-02 -9.46631400e-02 -3.48173391e-01
1.93869539e-01 1.20565804e-01 1.13968946e-01 1.03097717e-01
-2.10192829e-01 2.86389362e-02]
[ 8.85664056e-03 -3.98297887e-01 -1.28043052e-01 -1.63345033e-01
3.76816560e-01 2.63457670e-02 1.89945696e-01 1.52336191e-01
-1.66825853e-01 -2.24107119e-01]
[ 1.23453001e-01 -2.23407572e-01 -1.50949463e-01 -1.23771758e-02
4.69063456e-02 -5.16207114e-02 7.42188534e-02 -1.52248284e-01
1.20662854e-01 -1.42877784e-01]
[ -1.16962256e-01 7.69469905e-02 2.63558447e-01 -7.79084617e-03
1.57954224e-01 8.12409804e-02 3.93850801e-02 -2.97553434e-01
-1.12710778e-01 -5.86391272e-02]
[ -3.53308271e-01 1.75247766e-02 1.19776979e-02 -3.39104238e-02
1.71459882e-01 -1.71682808e-01 1.93231925e-02 2.33884153e-01
-9.20612364e-02 6.69081731e-02]
[ 1.44087919e-01 2.10628035e-02 -2.34921017e-01 -8.43299465e-02
1.12703209e-01 -2.97429382e-01 6.94741893e-02 -1.67779119e-01
-5.45944614e-05 -1.90081342e-01]
[ 2.10546030e-01 -1.85909791e-01 6.37062037e-02 -2.40029274e-02
9.87353202e-02 -3.53429868e-02 3.99618142e-02 -1.36886389e-01
1.12548305e-01 -1.80764427e-01]
[ -1.05638172e-01 -7.35229927e-02 1.21320215e-01 1.08691274e-01
4.30756297e-02 -1.13472634e-01 2.58105499e-01 -7.79382242e-02
1.83467769e-01 -4.46502825e-03]
[ -7.75736752e-03 -1.86397251e-01 1.98505841e-01 -2.52474756e-01
-7.60438289e-02 1.17759236e-01 7.48083947e-02 -1.17494033e-01
1.99090427e-02 2.17897415e-01]]
[[ 0.62630905]
[ 1.63918576]
[ 0.26256747]
[ 0.87927165]
[-2.69888334]
[-0.25533322]
[-1.65450853]
[ 0.0697749 ]
[ 0.7059262 ]
[ 0.89360605]]
Progress: 36.0% ... Training loss: 0.276 ... Validation loss: 0.451[[ 1.57436902e-01 2.14118608e-01 -1.07324696e-01 1.03351578e-01
-5.22088645e-01 -6.95558683e-02 -5.49273256e-02 1.21295175e-01
-6.39695990e-02 1.81935063e-01]
[ 1.51032374e-02 1.55104321e-01 -1.88911990e-02 4.71939066e-02
8.09529673e-02 -7.13885282e-03 3.10339960e-01 4.13560916e-02
1.42666970e-01 -2.64541132e-02]
[ 1.86348205e-01 7.11734361e-01 9.91898872e-03 -4.21494650e-02
5.29686918e-01 -2.21880337e-02 -7.92985304e-01 -4.07041272e-02
5.25443422e-02 2.77196272e-01]
[ 2.43768169e-02 -3.38118927e-01 -2.08179044e-01 1.29933125e-01
-2.61448367e-02 1.40484477e-01 1.60490039e-01 6.11969158e-02
9.15158317e-02 2.39773325e-01]
[ -1.85666672e-02 1.10942058e-01 -1.49298884e-01 3.86595478e-02
-7.36023238e-03 -1.80424116e-01 6.27714254e-02 -1.18644119e-01
-1.94900396e-01 -3.91803410e-02]
[ -3.83373998e-01 -6.14535079e-01 -2.96195729e-01 1.62079719e-01
-1.54238443e-02 4.04067805e-02 3.08407786e-01 -3.76532920e-02
-1.83871142e-02 -1.35400486e-02]
[ -7.16433346e-03 -2.16807018e-01 8.47517876e-03 8.60954469e-02
1.35370394e-02 -6.97802929e-02 1.82233663e-01 -1.90956911e-01
1.91334586e-01 2.79449588e-02]
[ 1.11052843e-01 -2.46126698e-01 3.38330558e-02 -7.11736971e-02
5.93268731e-02 -4.81181376e-02 7.60409966e-02 1.19405120e-01
7.96995510e-02 -2.40559182e-02]
[ -1.72056154e-01 -1.32006796e-01 -3.02405271e-01 -1.79957214e-02
-1.72151034e-02 6.82911014e-02 -1.53032358e-01 -2.88696593e-02
2.64864804e-01 -1.29379542e-01]
[ 5.52884784e-02 -3.77618035e-01 8.91391109e-02 3.16521205e-02
-7.13690440e-02 -1.18364693e-01 1.77819837e-01 -1.04264681e-01
2.25510133e-02 1.04188974e-01]
[ -8.97214604e-02 -7.01764312e-02 -1.11066136e-03 -1.50806693e-01
-4.52768873e-03 1.95703204e-02 2.00540947e-01 -1.03328300e-01
-1.79138215e-02 -1.32536795e-01]
[ -1.22731373e-01 -1.64733240e-01 -7.13435497e-02 -3.97758584e-03
3.80674360e-01 1.02163417e-01 1.21042795e-01 -1.64431008e-02
-1.72905995e-01 -2.17651228e-01]
[ -1.57533965e-01 3.66753400e-03 6.16462445e-02 2.09043254e-02
-1.70781290e-01 -2.19462599e-01 -1.76832215e-01 -1.97090736e-01
8.62012488e-02 1.73104853e-01]
[ -2.68926548e-01 -3.24539843e-01 1.00620307e-01 2.30486811e-01
-1.04306329e-01 -6.96242539e-02 6.74877590e-02 -2.59242580e-01
-2.57205532e-01 -6.78794157e-02]
[ 1.06924956e-01 -1.70523054e-01 -2.01675701e-02 1.24038167e-01
-4.83547807e-02 -8.93499554e-02 2.23392787e-01 3.53530386e-03
3.11348948e-02 1.01678547e-02]
[ 3.83140629e-02 -9.05270022e-02 -2.10379767e-01 1.52808398e-01
-5.26972130e-02 8.31923939e-02 -4.61903833e-02 -1.97504707e-02
-8.82741123e-02 -2.54449721e-03]
[ -1.17278445e-01 -6.63827655e-02 -2.00653621e-01 1.62103401e-01
-5.83307385e-03 1.32770583e-01 1.07741186e-03 -2.49907548e-01
7.50012884e-02 -1.92286548e-01]
[ -6.75138190e-02 -3.81494779e-02 2.75997983e-01 1.01018317e-01
1.14997371e-01 -6.17295252e-02 -1.24746417e-01 1.20756787e-01
7.52369498e-02 3.63665356e-02]
[ 5.40579443e-02 -3.22098712e-02 8.65203027e-02 8.32696768e-02
6.43467944e-02 -1.56030865e-02 2.33272727e-01 1.20113681e-01
-3.15851891e-02 -6.69707761e-02]
[ 1.08561891e-02 -1.45826688e-01 -2.90869664e-01 -4.90909851e-02
1.50844918e-01 -9.28414074e-02 1.50181773e-01 1.63501848e-01
1.10075473e-01 -2.77761053e-02]
[ 5.02178861e-02 -1.59106849e-02 -1.15929387e-01 4.61803490e-02
-1.03386163e-01 3.21234304e-01 2.61310719e-01 2.04867724e-01
-1.58976580e-01 -5.99068980e-02]
[ 2.76915358e-03 -9.70784068e-03 1.23081821e-01 1.07071431e-01
-2.76865731e-03 1.05172521e-01 -1.19088655e-01 -4.15856836e-02
2.14465781e-01 8.00580393e-02]
[ 1.11794650e-01 7.99492143e-02 -4.46864373e-02 -9.60214248e-02
-1.01381629e-01 -3.30769649e-01 1.14105344e-01 8.72770512e-03
1.44735035e-01 9.15233375e-02]
[ -1.00474273e-01 -1.76400027e-02 -1.54553438e-02 2.32314598e-02
1.28921038e-03 -2.04140929e-01 -7.83481600e-02 -1.99041385e-02
1.68514912e-02 1.27996745e-01]
[ -1.52336717e-01 -1.04197145e-01 -2.00265824e-01 -1.15145526e-02
-2.75345751e-01 -2.29969611e-03 2.72820128e-02 -2.44419359e-02
-3.02410840e-03 5.18502856e-02]
[ -3.05380796e-02 -1.06374897e-01 -7.48954203e-02 -1.26504529e-01
5.29081286e-01 2.75745053e-01 5.77297099e-01 1.13071751e-01
-1.81466861e-01 -3.77626481e-01]
[ -1.97392309e-02 -4.10683727e-01 -3.16058353e-02 -7.73099474e-02
6.71940360e-01 1.02019118e-01 5.43501590e-01 9.10905863e-02
2.64422678e-02 -3.89392108e-01]
[ 9.82645590e-03 -4.62844016e-01 -4.39028181e-02 -1.08796802e-01
6.81101142e-01 2.38702412e-02 5.08047234e-01 4.85215259e-02
-3.65279174e-01 -2.21088105e-01]
[ -1.72160742e-01 -6.07025792e-01 -9.98264375e-03 -2.04653043e-01
7.73851084e-01 -9.04603200e-02 6.34096214e-01 -8.30263023e-02
-6.87116987e-02 8.25749165e-02]
[ -2.93415908e-01 -4.18665592e-01 5.63661803e-02 -4.48882317e-02
9.06023482e-01 1.41328356e-01 4.33950148e-01 4.78260831e-02
-8.67037728e-02 -1.33600055e-01]
[ -2.06625707e-01 -3.17154663e-01 2.51169440e-01 -2.43679463e-01
6.66279838e-01 -4.42937265e-02 7.00820670e-01 1.29805945e-02
-2.57723368e-01 -2.84849254e-02]
[ -1.29829611e-01 -2.25081565e-01 -1.80614379e-01 -1.00178035e-01
4.86251518e-01 -2.30453368e-01 1.79742154e-01 1.69004755e-01
-8.41190680e-03 -1.17556915e-01]
[ 1.03841290e-01 2.34289390e-01 1.60783679e-01 -1.01988739e-01
-5.38912716e-02 5.32300498e-02 -1.37978167e-01 2.82138413e-01
6.69668153e-02 1.69047946e-01]
[ 3.51198526e-01 3.33471770e-01 -8.19814022e-02 3.15492909e-01
-8.88675947e-01 -2.88260779e-01 -4.85609886e-01 1.77460743e-01
3.85529175e-01 -2.86430752e-02]
[ 4.64061919e-02 1.31088613e-01 2.52781494e-01 2.48014191e-01
-5.56494970e-02 -1.95720600e-01 -1.75433964e-01 -1.33063485e-01
-1.40401748e-01 -2.90717055e-01]
[ 2.31664083e-02 -6.69488482e-02 -1.18701820e-01 -5.47727860e-02
2.31504211e-01 4.04925127e-02 -4.99800528e-03 -1.84746049e-01
3.33859097e-02 2.06710070e-01]
[ -5.37028552e-04 -5.60118735e-02 -6.77708381e-02 -5.40716717e-02
-1.61488969e-02 -1.76641508e-01 8.95891977e-02 9.71481966e-03
3.49391075e-02 1.61354346e-03]
[ 2.52920797e-02 6.67183754e-02 2.42345202e-01 6.81929021e-02
-2.12721260e-01 -1.33625329e-01 1.16887524e-01 3.91098928e-02
-1.90299548e-01 1.01206144e-01]
[ 7.37700134e-02 3.88785103e-02 1.08084748e-01 9.19909095e-03
-2.45580101e-01 6.79327846e-02 5.74225609e-02 -2.70723950e-01
-1.60794011e-02 -8.67249166e-02]
[ -8.18013315e-03 1.02607692e-01 8.56540631e-02 -2.69419812e-02
-5.69938478e-02 1.79487772e-01 8.78988257e-02 1.18631945e-01
-1.90924433e-02 1.75124047e-01]
[ 2.23651437e-01 7.90485772e-02 2.94894146e-02 8.43415217e-02
2.29913027e-02 -2.44330487e-02 -1.75272845e-01 1.48632346e-01
-5.19072829e-02 -1.65925347e-02]
[ 4.65892894e-02 9.93123347e-03 1.86202508e-02 4.67302810e-02
-4.31158654e-01 -1.24457048e-01 -2.18277751e-01 4.15454275e-02
1.23161533e-01 1.98012435e-01]
[ 5.50330651e-02 5.23915276e-01 1.26603271e-01 4.29989311e-01
-1.17113023e+00 -3.06881002e-01 -6.10049963e-01 -7.12193650e-02
2.97706200e-01 3.41616994e-01]
[ 1.78401007e-01 5.01601369e-01 6.61673239e-02 4.26139367e-01
-9.28177211e-01 -8.38059453e-02 -4.40397288e-01 1.50993148e-01
2.09656393e-01 4.81510190e-01]
[ 2.61127269e-01 3.28375905e-01 2.49420797e-01 1.58068201e-01
-4.63360439e-01 7.73806723e-02 -2.35952443e-01 1.63375266e-01
2.47350283e-01 8.81671289e-02]
[ -7.32882362e-02 2.23464541e-01 2.41677224e-01 1.73663985e-02
-4.15474844e-02 1.30514338e-01 -1.02929061e-01 -1.51047997e-02
-3.21960569e-02 5.09744941e-02]
[ -9.87804774e-02 -2.24506536e-03 2.47334583e-02 9.34945546e-02
-5.35418568e-02 1.15883033e-01 2.50265368e-01 2.01013554e-02
-2.74818825e-01 -9.32777123e-02]
[ -2.23857232e-01 -3.70859074e-02 -9.46846540e-02 -3.48245161e-01
1.94029187e-01 1.20586239e-01 1.14036271e-01 1.03092501e-01
-2.10241429e-01 2.85641247e-02]
[ 8.83634590e-03 -3.98313635e-01 -1.28052166e-01 -1.63376067e-01
3.76890153e-01 2.63546941e-02 1.89968010e-01 1.52333695e-01
-1.66850666e-01 -2.24137704e-01]
[ 1.21910031e-01 -2.26611778e-01 -1.51623904e-01 -1.44536405e-02
5.16585915e-02 -5.09685248e-02 7.79408671e-02 -1.52431986e-01
1.19090763e-01 -1.45103818e-01]
[ -1.17622024e-01 7.51716858e-02 2.63288272e-01 -8.75026149e-03
1.60463941e-01 8.15173361e-02 4.10649677e-02 -2.97627761e-01
-1.13467747e-01 -5.95919043e-02]
[ -3.52409270e-01 1.90270883e-02 1.23901223e-02 -3.25364668e-02
1.67499622e-01 -1.72070557e-01 1.75238994e-02 2.33989098e-01
-9.09629668e-02 6.82860634e-02]
[ 1.45102460e-01 2.40767294e-02 -2.34463582e-01 -8.28576463e-02
1.09382462e-01 -2.97874385e-01 6.67922494e-02 -1.67649478e-01
9.71031128e-04 -1.88548073e-01]
[ 2.11412022e-01 -1.84150921e-01 6.40949702e-02 -2.28168504e-02
9.69732725e-02 -3.56796489e-02 3.82447134e-02 -1.36783133e-01
1.13603840e-01 -1.79314637e-01]
[ -1.06007277e-01 -7.44660173e-02 1.21167783e-01 1.08138305e-01
4.49585019e-02 -1.13314860e-01 2.59089428e-01 -7.79789995e-02
1.83105658e-01 -4.91355884e-03]
[ -7.34297800e-03 -1.85073789e-01 1.98654842e-01 -2.51889639e-01
-7.81767657e-02 1.17582895e-01 7.38273733e-02 -1.17444319e-01
2.03865446e-02 2.18518743e-01]]
[[ 0.63190073]
[ 1.64573172]
[ 0.26518789]
[ 0.88318349]
[-2.69972339]
[-0.25411579]
[-1.65591411]
[ 0.0739123 ]
[ 0.70991445]
[ 0.89869478]]
Progress: 36.0% ... Training loss: 0.276 ... Validation loss: 0.449[[ 1.58097779e-01 2.14674465e-01 -1.07042276e-01 1.04386450e-01
-5.23211894e-01 -6.98248217e-02 -5.60032088e-02 1.21377413e-01
-6.32087909e-02 1.82949066e-01]
[ 1.55111354e-02 1.55980631e-01 -1.87035866e-02 4.78296671e-02
7.91563211e-02 -7.29956253e-03 3.09389058e-01 4.14115705e-02
1.43147671e-01 -2.58085731e-02]
[ 1.85010811e-01 7.09104753e-01 9.43798334e-03 -4.40628418e-02
5.36524641e-01 -2.16375870e-02 -7.90757486e-01 -4.08418933e-02
5.10988303e-02 2.75306145e-01]
[ 2.78632954e-02 -3.32450368e-01 -2.06808773e-01 1.35104637e-01
-4.01140730e-02 1.38998963e-01 1.53833185e-01 6.16057283e-02
9.54435653e-02 2.44776020e-01]
[ -2.07635612e-02 1.06506413e-01 -1.50306073e-01 3.55502781e-02
-5.86722311e-04 -1.79472034e-01 6.78090445e-02 -1.18922532e-01
-1.97414918e-01 -4.24302788e-02]
[ -3.82473935e-01 -6.13036709e-01 -2.95852372e-01 1.63427906e-01
-1.93193570e-02 4.00287671e-02 3.06520422e-01 -3.75462252e-02
-1.73728749e-02 -1.21610583e-02]
[ -6.88688872e-03 -2.17354159e-01 8.60655562e-03 8.64994765e-02
1.30658692e-02 -6.98876854e-02 1.82415800e-01 -1.90922157e-01
1.91610119e-01 2.84006404e-02]
[ 1.11565138e-01 -2.44989398e-01 3.40655796e-02 -7.03715079e-02
5.75052016e-02 -4.83517613e-02 7.44521887e-02 1.19474940e-01
8.03319930e-02 -2.31809437e-02]
[ -1.72428962e-01 -1.32976043e-01 -3.02553045e-01 -1.85339809e-02
-1.57273053e-02 6.84289924e-02 -1.52183065e-01 -2.89122266e-02
2.64412899e-01 -1.29938341e-01]
[ 5.40481082e-02 -3.80131000e-01 8.86832790e-02 2.99876736e-02
-6.68368484e-02 -1.17890179e-01 1.80351061e-01 -1.04394305e-01
2.11532101e-02 1.02657996e-01]
[ -8.71008567e-02 -6.57996490e-02 -7.25248869e-05 -1.47205795e-01
-1.40668441e-02 1.85138668e-02 1.94946430e-01 -1.03026312e-01
-1.50302348e-02 -1.28854175e-01]
[ -1.22794612e-01 -1.65477776e-01 -7.13663709e-02 -3.89789053e-03
3.80980763e-01 1.02164217e-01 1.21661348e-01 -1.64463922e-02
-1.72921469e-01 -2.17652023e-01]
[ -1.57533965e-01 3.66753400e-03 6.16462445e-02 2.09043254e-02
-1.70781290e-01 -2.19462599e-01 -1.76832215e-01 -1.97090736e-01
8.62012488e-02 1.73104853e-01]
[ -2.69023333e-01 -3.24755213e-01 1.00581394e-01 2.30385319e-01
-1.04693265e-01 -6.95829143e-02 6.76602427e-02 -2.59253707e-01
-2.57307829e-01 -6.80444203e-02]
[ 1.06812342e-01 -1.70536687e-01 -2.01899373e-02 1.23945802e-01
-4.78574357e-02 -8.93326625e-02 2.23629480e-01 3.52150552e-03
3.10521091e-02 1.01198033e-02]
[ 3.92093114e-02 -8.90299356e-02 -2.10036836e-01 1.54095431e-01
-5.62059870e-02 8.28243143e-02 -4.81993107e-02 -1.96362602e-02
-8.72772452e-02 -1.19792784e-03]
[ -1.15803433e-01 -6.41022894e-02 -2.00058127e-01 1.64075605e-01
-1.09377756e-02 1.32207745e-01 -1.63420100e-03 -2.49744814e-01
7.66136873e-02 -1.90250563e-01]
[ -6.85592462e-02 -4.06794854e-02 2.75561032e-01 9.96456245e-02
1.19048086e-01 -6.13199152e-02 -1.22011106e-01 1.20637938e-01
7.40479989e-02 3.49397355e-02]
[ 5.39749030e-02 -3.24314913e-02 8.65046142e-02 8.31288824e-02
6.49968165e-02 -1.55646388e-02 2.33466421e-01 1.20105092e-01
-3.16732795e-02 -6.70949845e-02]
[ 1.14805556e-02 -1.44343252e-01 -2.90576521e-01 -4.81099724e-02
1.48273486e-01 -9.31078126e-02 1.48477262e-01 1.63584103e-01
1.10835222e-01 -2.67999328e-02]
[ 4.99246033e-02 -1.67679696e-02 -1.16068641e-01 4.57195640e-02
-1.01990391e-01 3.21364130e-01 2.62133046e-01 2.04830083e-01
-1.59348530e-01 -6.03778480e-02]
[ 2.56432756e-03 -1.00576364e-02 1.22994495e-01 1.06786407e-01
-1.93048918e-03 1.05233679e-01 -1.19030206e-01 -4.16063249e-02
2.14248526e-01 7.98348428e-02]
[ 1.11934800e-01 8.01862930e-02 -4.46129230e-02 -9.58029538e-02
-1.02045437e-01 -3.30837122e-01 1.13940850e-01 8.74459804e-03
1.44898410e-01 9.17206410e-02]
[ -1.00621803e-01 -1.79867764e-02 -1.55151841e-02 2.30272416e-02
1.85306444e-03 -2.04089345e-01 -7.80432615e-02 -1.99203370e-02
1.66915915e-02 1.27795216e-01]
[ -1.52170993e-01 -1.04041435e-01 -2.00211085e-01 -1.12997558e-02
-2.75806532e-01 -2.36529617e-03 2.69029597e-02 -2.44221102e-02
-2.87495938e-03 5.21048428e-02]
[ -3.06021215e-02 -1.06655342e-01 -7.49214269e-02 -1.26595375e-01
5.29302691e-01 2.75772545e-01 5.77572218e-01 1.13065128e-01
-1.81541903e-01 -3.77721393e-01]
[ -1.97394982e-02 -4.10936785e-01 -3.16022232e-02 -7.72827085e-02
6.71869894e-01 1.02015513e-01 5.43691069e-01 9.10942291e-02
2.64491854e-02 -3.89404824e-01]
[ 9.87765117e-03 -4.62817438e-01 -4.38835551e-02 -1.08746249e-01
6.81189104e-01 2.38520845e-02 5.07976919e-01 4.85276885e-02
-3.65242071e-01 -2.21022393e-01]
[ -1.71885437e-01 -6.06542255e-01 -9.86884367e-03 -2.04252331e-01
7.72940514e-01 -9.05735372e-02 6.33529244e-01 -8.29929301e-02
-6.83978090e-02 8.29773216e-02]
[ -2.93274631e-01 -4.18747468e-01 5.64220011e-02 -4.46589541e-02
9.05462392e-01 1.41261093e-01 4.33902447e-01 4.78433391e-02
-8.65035405e-02 -1.33378620e-01]
[ -2.06705103e-01 -3.17356907e-01 2.51136060e-01 -2.43788809e-01
6.66610009e-01 -4.42631381e-02 7.00994821e-01 1.29713096e-02
-2.57812385e-01 -2.85983039e-02]
[ -1.30139656e-01 -2.25744223e-01 -1.80742092e-01 -1.00604483e-01
4.87464055e-01 -2.30334129e-01 1.80605125e-01 1.68969563e-01
-8.74831632e-03 -1.17954030e-01]
[ 1.04053053e-01 2.34721794e-01 1.60867597e-01 -1.01695857e-01
-5.47920007e-02 5.31480895e-02 -1.38483147e-01 2.82163283e-01
6.71811266e-02 1.69350143e-01]
[ 3.51611319e-01 3.34235415e-01 -8.18112860e-02 3.16077885e-01
-8.89477848e-01 -2.88437956e-01 -4.86487649e-01 1.77505918e-01
3.85986381e-01 -2.80081607e-02]
[ 4.66142637e-02 1.31421452e-01 2.52871219e-01 2.48279728e-01
-5.61720270e-02 -1.95805813e-01 -1.75705482e-01 -1.33043236e-01
-1.40168067e-01 -2.90461143e-01]
[ 2.37108006e-02 -6.59975118e-02 -1.18507639e-01 -5.40138217e-02
2.29281691e-01 4.02762283e-02 -6.14530574e-03 -1.84680091e-01
3.40255781e-02 2.07506650e-01]
[ -1.31252106e-04 -5.51419843e-02 -6.76042622e-02 -5.34926240e-02
-1.78374828e-02 -1.76788557e-01 8.84691880e-02 9.76243472e-03
3.53469269e-02 2.20062577e-03]
[ 2.54483169e-02 6.72155278e-02 2.42422707e-01 6.83656636e-02
-2.13132813e-01 -1.33686829e-01 1.16459368e-01 3.91272694e-02
-1.90168786e-01 1.01403776e-01]
[ 7.33804176e-02 3.79351192e-02 1.07914405e-01 8.62946368e-03
-2.43847226e-01 6.80939401e-02 5.82952460e-02 -2.70770186e-01
-1.65242244e-02 -8.72745393e-02]
[ -8.43085486e-03 1.02043127e-01 8.55482330e-02 -2.73058060e-02
-5.59752552e-02 1.79589381e-01 8.84079690e-02 1.18602438e-01
-1.93811827e-02 1.74768763e-01]
[ 2.23140011e-01 7.77504516e-02 2.92665124e-02 8.35922945e-02
2.51752498e-02 -2.42351045e-02 -1.74053868e-01 1.48571224e-01
-5.25041418e-02 -1.73435076e-02]
[ 4.63587610e-02 9.41219810e-03 1.85214496e-02 4.64096858e-02
-4.30268847e-01 -1.24377785e-01 -2.17775103e-01 4.15191539e-02
1.22894665e-01 1.97678008e-01]
[ 5.42145706e-02 5.21567155e-01 1.26282430e-01 4.28940454e-01
-1.16819454e+00 -3.06529262e-01 -6.08031466e-01 -7.13169258e-02
2.96843242e-01 3.40646099e-01]
[ 1.79155578e-01 5.03624885e-01 6.64905194e-02 4.27208425e-01
-9.31779253e-01 -8.41172744e-02 -4.42368855e-01 1.51082466e-01
2.10483020e-01 4.82496450e-01]
[ 2.61366114e-01 3.29446045e-01 2.49560971e-01 1.58522369e-01
-4.64818057e-01 7.72443551e-02 -2.36906226e-01 1.63415541e-01
2.47670442e-01 8.86460599e-02]
[ -7.29862904e-02 2.24066156e-01 2.41791374e-01 1.77919670e-02
-4.27546878e-02 1.30395780e-01 -1.03620717e-01 -1.50685122e-02
-3.18532643e-02 5.13906151e-02]
[ -9.86682739e-02 -2.07956698e-03 2.47835173e-02 9.36518409e-02
-5.39615806e-02 1.15835391e-01 2.50048698e-01 2.01152353e-02
-2.74687181e-01 -9.31073219e-02]
[ -2.24129120e-01 -3.77956151e-02 -9.47975673e-02 -3.48626595e-01
1.95188558e-01 1.20697953e-01 1.14723833e-01 1.03060459e-01
-2.10557233e-01 2.81812088e-02]
[ 9.26536928e-03 -3.97549279e-01 -1.27876047e-01 -1.62767748e-01
3.75193773e-01 2.61780822e-02 1.89080422e-01 1.52385174e-01
-1.66366650e-01 -2.23540190e-01]
[ 1.22466130e-01 -2.25418510e-01 -1.51443425e-01 -1.36654312e-02
4.93317161e-02 -5.11733683e-02 7.67277428e-02 -1.52371806e-01
1.19678200e-01 -1.44381226e-01]
[ -1.18030823e-01 7.38942813e-02 2.63144109e-01 -9.29253728e-03
1.62738167e-01 8.16657604e-02 4.22321399e-02 -2.97675061e-01
-1.13981323e-01 -6.01218828e-02]
[ -3.52035046e-01 1.90688258e-02 1.25472091e-02 -3.20560279e-02
1.67624768e-01 -1.72216984e-01 1.72227304e-02 2.34031050e-01
-9.05426962e-02 6.88583281e-02]
[ 1.45624998e-01 2.50197061e-02 -2.34226866e-01 -8.20174997e-02
1.07270098e-01 -2.98126497e-01 6.55077051e-02 -1.67578748e-01
1.61498143e-03 -1.87733919e-01]
[ 2.11806542e-01 -1.83126033e-01 6.42836110e-02 -2.21857018e-02
9.49769588e-02 -3.58776536e-02 3.70697463e-02 -1.36726611e-01
1.14081105e-01 -1.78686317e-01]
[ -1.06127069e-01 -7.52326570e-02 1.21110887e-01 1.07950643e-01
4.52463848e-02 -1.13261938e-01 2.59577787e-01 -7.79901983e-02
1.82993005e-01 -5.04807941e-03]
[ -7.34477322e-03 -1.85113332e-01 1.98652461e-01 -2.51883499e-01
-7.91290244e-02 1.17601798e-01 7.37009057e-02 -1.17446131e-01
2.03541602e-02 2.18596761e-01]]
[[ 0.63632268]
[ 1.64628907]
[ 0.26678101]
[ 0.88865015]
[-2.69634029]
[-0.24787619]
[-1.6475507 ]
[ 0.07904168]
[ 0.71613124]
[ 0.90322817]]
Progress: 36.0% ... Training loss: 0.279 ... Validation loss: 0.457[[ 1.58433461e-01 2.16115288e-01 -1.06936041e-01 1.04691960e-01
-5.26140896e-01 -6.98568317e-02 -5.70787802e-02 1.21414373e-01
-6.28852179e-02 1.83318187e-01]
[ 1.55614047e-02 1.56086993e-01 -1.86850570e-02 4.79042677e-02
7.89507913e-02 -7.32192643e-03 3.09326493e-01 4.14188229e-02
1.43210781e-01 -2.57269943e-02]
[ 1.83284763e-01 7.04271653e-01 8.73663569e-03 -4.69580321e-02
5.45499947e-01 -2.09800042e-02 -7.87475533e-01 -4.10645710e-02
4.89170971e-02 2.73043530e-01]
[ 2.36766210e-02 -3.42241759e-01 -2.08419838e-01 1.29769785e-01
-2.56317599e-02 1.40457764e-01 1.65239162e-01 6.10997297e-02
9.12649770e-02 2.38917006e-01]
[ -1.96554129e-02 1.07438711e-01 -1.49736808e-01 3.72005011e-02
-2.03127657e-03 -1.79919499e-01 6.55565573e-02 -1.18756590e-01
-1.96274736e-01 -4.07190461e-02]
[ -3.82871630e-01 -6.12942932e-01 -2.96020393e-01 1.63023633e-01
-2.04214031e-02 4.02159756e-02 3.07130908e-01 -3.76012310e-02
-1.78042509e-02 -1.28703208e-02]
[ -6.80601054e-03 -2.17551738e-01 8.65512949e-03 8.66610263e-02
1.22851772e-02 -6.98906702e-02 1.82640761e-01 -1.90890908e-01
1.91758287e-01 2.85967100e-02]
[ 1.09379606e-01 -2.50085724e-01 3.31212003e-02 -7.36502065e-02
6.50759652e-02 -4.74850803e-02 7.93572531e-02 1.19180439e-01
7.77038008e-02 -2.63474518e-02]
[ -1.72900339e-01 -1.33558648e-01 -3.02708012e-01 -1.91412790e-02
-1.48132663e-02 6.86224881e-02 -1.51045038e-01 -2.89722643e-02
2.64103947e-01 -1.30591700e-01]
[ 5.07448685e-02 -3.86163816e-01 8.72975211e-02 2.52804486e-02
-5.82895672e-02 -1.16498702e-01 1.87666166e-01 -1.04816388e-01
1.74823533e-02 9.78651114e-02]
[ -8.56293359e-02 -6.25356490e-02 5.28233817e-04 -1.45088836e-01
-2.08189548e-02 1.79438576e-02 1.91436002e-01 -1.02843386e-01
-1.34440887e-02 -1.26810189e-01]
[ -1.23936620e-01 -1.68491692e-01 -7.18001645e-02 -5.43634502e-03
3.85787657e-01 1.02587150e-01 1.24735209e-01 -1.65855310e-02
-1.74057110e-01 -2.19236185e-01]
[ -1.57533965e-01 3.66753400e-03 6.16462445e-02 2.09043254e-02
-1.70781290e-01 -2.19462599e-01 -1.76832215e-01 -1.97090736e-01
8.62012488e-02 1.73104853e-01]
[ -2.68968878e-01 -3.24591587e-01 1.00578094e-01 2.30432314e-01
-1.04731895e-01 -6.95670128e-02 6.74548361e-02 -2.59253711e-01
-2.57286177e-01 -6.80534047e-02]
[ 1.06805850e-01 -1.70447257e-01 -2.01944381e-02 1.23964264e-01
-4.81209838e-02 -8.93319184e-02 2.23585427e-01 3.52113082e-03
3.10326421e-02 1.01234537e-02]
[ 3.93163163e-02 -8.85805414e-02 -2.09966838e-01 1.54369283e-01
-5.81607154e-02 8.27695736e-02 -4.84939115e-02 -1.96195964e-02
-8.70837697e-02 -1.07952216e-03]
[ -1.15759853e-01 -6.43924228e-02 -2.00043529e-01 1.64105603e-01
-1.08006626e-02 1.32223157e-01 -1.56665257e-03 -2.49733744e-01
7.66451018e-02 -1.90223275e-01]
[ -6.89159461e-02 -4.13993513e-02 2.75445036e-01 9.92188044e-02
1.19876323e-01 -6.11943692e-02 -1.20892104e-01 1.20609644e-01
7.37060100e-02 3.45469833e-02]
[ 5.39582311e-02 -3.19220974e-02 8.64952753e-02 8.30315220e-02
6.51020255e-02 -1.55383711e-02 2.32825583e-01 1.20094551e-01
-3.17292653e-02 -6.70646092e-02]
[ 1.05258164e-02 -1.46913651e-01 -2.91006593e-01 -4.95152335e-02
1.51260310e-01 -9.27286845e-02 1.50947834e-01 1.63455634e-01
1.09715162e-01 -2.82090864e-02]
[ 4.95419122e-02 -1.75586930e-02 -1.16206906e-01 4.52120623e-02
-1.00400978e-01 3.21502099e-01 2.62985160e-01 2.04783861e-01
-1.59766680e-01 -6.09306986e-02]
[ 1.76149571e-03 -1.20261852e-02 1.22637045e-01 1.05593057e-01
7.27294826e-04 1.05550868e-01 -1.17042261e-01 -4.17128644e-02
2.13359648e-01 7.86768249e-02]
[ 1.11954933e-01 8.02583597e-02 -4.45788738e-02 -9.57799061e-02
-1.02208468e-01 -3.30828343e-01 1.13891181e-01 8.74590081e-03
1.44937296e-01 9.17531703e-02]
[ -1.00377418e-01 -1.74469284e-02 -1.54188702e-02 2.33740212e-02
8.41289400e-04 -2.04184963e-01 -7.86833754e-02 -1.98897892e-02
1.69306794e-02 1.28141313e-01]
[ -1.53094150e-01 -1.05308255e-01 -2.00585911e-01 -1.25373169e-02
-2.74077335e-01 -1.99747393e-03 2.91589990e-02 -2.45395460e-02
-3.77529787e-03 5.07351963e-02]
[ -3.09337920e-02 -1.07493571e-01 -7.50564339e-02 -1.27047448e-01
5.30353613e-01 2.75900495e-01 5.78426687e-01 1.13024642e-01
-1.81919471e-01 -3.78188315e-01]
[ -1.99723194e-02 -4.11883410e-01 -3.17106380e-02 -7.76512086e-02
6.72690829e-01 1.02113302e-01 5.44590745e-01 9.10620221e-02
2.61586784e-02 -3.89816909e-01]
[ 9.63306406e-03 -4.63514046e-01 -4.39901263e-02 -1.09122285e-01
6.82125589e-01 2.39581939e-02 5.08748640e-01 4.84942720e-02
-3.65556545e-01 -2.21407126e-01]
[ -1.72195862e-01 -6.07350725e-01 -9.99423924e-03 -2.04685319e-01
7.74217622e-01 -9.04575385e-02 6.34426584e-01 -8.30293735e-02
-6.87161655e-02 8.25718586e-02]
[ -2.93436822e-01 -4.19039131e-01 5.63530445e-02 -4.48823206e-02
9.06010051e-01 1.41324999e-01 4.34245343e-01 4.78229254e-02
-8.66812690e-02 -1.33610425e-01]
[ -2.07071872e-01 -3.18158679e-01 2.50976717e-01 -2.44311765e-01
6.67864970e-01 -4.41137373e-02 7.01791524e-01 1.29233416e-02
-2.58239174e-01 -2.91259442e-02]
[ -1.30278086e-01 -2.26273620e-01 -1.80799669e-01 -1.00791110e-01
4.87769664e-01 -2.30285288e-01 1.81098709e-01 1.68953470e-01
-8.87820590e-03 -1.18143633e-01]
[ 1.04273405e-01 2.35099617e-01 1.60958243e-01 -1.01386101e-01
-5.55248137e-02 5.30653348e-02 -1.38925465e-01 2.82190468e-01
6.74102416e-02 1.69642398e-01]
[ 3.50582001e-01 3.32836734e-01 -8.21786565e-02 3.14742246e-01
-8.87820671e-01 -2.88044869e-01 -4.84121706e-01 1.77382235e-01
3.84968209e-01 -2.93938604e-02]
[ 4.66939163e-02 1.31755805e-01 2.52914102e-01 2.48426459e-01
-5.68258384e-02 -1.95852225e-01 -1.76044635e-01 -1.33029848e-01
-1.40042423e-01 -2.90307683e-01]
[ 2.32523797e-02 -6.70804274e-02 -1.18711863e-01 -5.46931588e-02
2.30936846e-01 4.04618862e-02 -5.09236167e-03 -1.84740394e-01
3.34814374e-02 2.06865835e-01]
[ 1.73258377e-03 -5.09403964e-02 -6.68532472e-02 -5.08431980e-02
-2.56245598e-02 -1.77499354e-01 8.37430278e-02 9.99485669e-03
3.74781031e-02 4.78468148e-03]
[ 2.55943373e-02 6.77974671e-02 2.42510652e-01 6.85836664e-02
-2.14141335e-01 -1.33734437e-01 1.15747793e-01 3.91456476e-02
-1.89990870e-01 1.01667549e-01]
[ 7.26177115e-02 3.63899631e-02 1.07615144e-01 7.54300530e-03
-2.41112989e-01 6.83830771e-02 5.97074338e-02 -2.70862897e-01
-1.73873867e-02 -8.83220856e-02]
[ -8.83649998e-03 1.00968594e-01 8.53590868e-02 -2.79348043e-02
-5.41682370e-02 1.79758889e-01 8.94610252e-02 1.18546514e-01
-1.98551730e-02 1.74130060e-01]
[ 2.22766157e-01 7.68096683e-02 2.91292275e-02 8.30697246e-02
2.66012065e-02 -2.40948476e-02 -1.73096518e-01 1.48531715e-01
-5.29253964e-02 -1.78822920e-02]
[ 4.61055211e-02 8.67100777e-03 1.83971641e-02 4.60428224e-02
-4.28878402e-01 -1.24279024e-01 -2.17209384e-01 4.14827175e-02
1.22686268e-01 1.97340898e-01]
[ 5.37930009e-02 5.21058684e-01 1.26100802e-01 4.28221327e-01
-1.16652824e+00 -3.06305524e-01 -6.06997908e-01 -7.13838319e-02
2.96241042e-01 3.39914305e-01]
[ 1.79251050e-01 5.03992029e-01 6.65003787e-02 4.27480296e-01
-9.32853481e-01 -8.41448893e-02 -4.42361051e-01 1.51099450e-01
2.10616000e-01 4.82635265e-01]
[ 2.61569030e-01 3.29938954e-01 2.49649258e-01 1.58822325e-01
-4.65658575e-01 7.71606034e-02 -2.37380863e-01 1.63442385e-01
2.47909577e-01 8.89460007e-02]
[ -7.29679537e-02 2.24185189e-01 2.41805686e-01 1.78283756e-02
-4.28416356e-02 1.30388202e-01 -1.03709877e-01 -1.50658191e-02
-3.18293412e-02 5.14162697e-02]
[ -9.88058735e-02 -2.37068110e-03 2.47243465e-02 9.34564276e-02
-5.35519913e-02 1.15887592e-01 2.50348005e-01 2.00976213e-02
-2.74847463e-01 -9.33044633e-02]
[ -2.24153386e-01 -3.76500223e-02 -9.48029000e-02 -3.48666214e-01
1.95278277e-01 1.20707965e-01 1.14695683e-01 1.03057217e-01
-2.10584894e-01 2.81509562e-02]
[ 9.31856842e-03 -3.97456783e-01 -1.27850817e-01 -1.62692046e-01
3.74950476e-01 2.61566455e-02 1.88965857e-01 1.52392340e-01
-1.66292316e-01 -2.23465107e-01]
[ 1.20896505e-01 -2.27542020e-01 -1.52033548e-01 -1.56255454e-02
5.21619260e-02 -5.05452137e-02 8.02758425e-02 -1.52572344e-01
1.18073536e-01 -1.46596286e-01]
[ -1.18039257e-01 7.39419085e-02 2.63134259e-01 -9.28904110e-03
1.62611242e-01 8.16658938e-02 4.22299083e-02 -2.97665958e-01
-1.13959938e-01 -6.01210739e-02]
[ -3.52599956e-01 1.71696239e-02 1.23409992e-02 -3.29762854e-02
1.70553591e-01 -1.71972436e-01 1.88270647e-02 2.33960663e-01
-9.12029096e-02 6.80165301e-02]
[ 1.44010673e-01 2.12442217e-02 -2.34912832e-01 -8.43530875e-02
1.13165586e-01 -2.97486568e-01 6.92199804e-02 -1.67787597e-01
-2.24093147e-04 -1.90100607e-01]
[ 2.12778604e-01 -1.81176309e-01 6.46900462e-02 -2.07665765e-02
9.09607730e-02 -3.62551113e-02 3.53727393e-02 -1.36591352e-01
1.15219761e-01 -1.77241820e-01]
[ -1.07039124e-01 -7.71973108e-02 1.20706887e-01 1.06705080e-01
4.84611694e-02 -1.12902474e-01 2.61716894e-01 -7.81075215e-02
1.81986658e-01 -6.36256646e-03]
[ -6.62121187e-03 -1.83130566e-01 1.98923381e-01 -2.50973319e-01
-8.32531541e-02 1.17351426e-01 7.12748668e-02 -1.17371691e-01
2.10840665e-02 2.19556427e-01]]
[[ 0.62547419]
[ 1.64062898]
[ 0.25930845]
[ 0.87722271]
[-2.70910807]
[-0.25734358]
[-1.65846787]
[ 0.0687634 ]
[ 0.70410413]
[ 0.89160023]]
Progress: 36.1% ... Training loss: 0.275 ... Validation loss: 0.451[[ 1.57416389e-01 2.14181691e-01 -1.07427076e-01 1.03156292e-01
-5.22845732e-01 -6.94299314e-02 -5.50978572e-02 1.21296155e-01
-6.40986811e-02 1.81656835e-01]
[ 1.53293376e-02 1.55618889e-01 -1.87806025e-02 4.76535139e-02
7.92136261e-02 -7.23012864e-03 3.09881714e-01 4.13926495e-02
1.42961817e-01 -2.60867556e-02]
[ 1.85770117e-01 7.09459427e-01 9.65903686e-03 -4.36871540e-02
5.39717673e-01 -2.18827301e-02 -7.93585428e-01 -4.07925284e-02
5.15337180e-02 2.76556185e-01]
[ 2.29045016e-02 -3.42808908e-01 -2.08568450e-01 1.28761233e-01
-1.92060700e-02 1.40716432e-01 1.66069813e-01 6.10388044e-02
9.06500667e-02 2.38235736e-01]
[ -1.88907008e-02 1.07303567e-01 -1.49395840e-01 3.82929540e-02
-3.95298827e-03 -1.80234858e-01 6.43161880e-02 -1.18678855e-01
-1.95549569e-01 -3.96583146e-02]
[ -3.83712363e-01 -6.15121369e-01 -2.96382655e-01 1.61910090e-01
-1.91807321e-02 4.05046578e-02 3.09413548e-01 -3.76964468e-02
-1.88084334e-02 -1.41781468e-02]
[ -4.53982105e-03 -2.12287472e-01 9.55141582e-03 8.99338610e-02
3.13602979e-03 -7.08306122e-02 1.77131854e-01 -1.90632541e-01
1.94354180e-01 3.18207020e-02]
[ 1.08709713e-01 -2.52024960e-01 3.28087740e-02 -7.47144394e-02
6.80366376e-02 -4.71539051e-02 8.11497940e-02 1.19099274e-01
7.68966898e-02 -2.73930922e-02]
[ -1.74245346e-01 -1.36436468e-01 -3.03253009e-01 -2.10270991e-02
-1.08749263e-02 6.91586628e-02 -1.47747400e-01 -2.91169367e-02
2.62665663e-01 -1.32471327e-01]
[ 5.00626734e-02 -3.87576126e-01 8.69259848e-02 2.43233169e-02
-5.90403366e-02 -1.16220700e-01 1.89064893e-01 -1.04893450e-01
1.67100493e-02 9.67483697e-02]
[ -8.59472434e-02 -6.36292468e-02 4.07068744e-04 -1.45488360e-01
-1.98873511e-02 1.80574371e-02 1.92624172e-01 -1.02874471e-01
-1.37801204e-02 -1.27209995e-01]
[ -1.23525959e-01 -1.67717012e-01 -7.16308621e-02 -4.87044991e-03
3.84597359e-01 1.02411659e-01 1.24012224e-01 -1.65400688e-02
-1.73602459e-01 -2.18728738e-01]
[ -1.57533965e-01 3.66753400e-03 6.16462445e-02 2.09043254e-02
-1.70781290e-01 -2.19462599e-01 -1.76832215e-01 -1.97090736e-01
8.62012488e-02 1.73104853e-01]
[ -2.69219267e-01 -3.25193461e-01 1.00459585e-01 2.30123390e-01
-1.04402829e-01 -6.94653756e-02 6.79502646e-02 -2.59282509e-01
-2.57605172e-01 -6.84594185e-02]
[ 1.06579633e-01 -1.71455998e-01 -2.02891400e-02 1.23650743e-01
-4.84500088e-02 -8.92929581e-02 2.24662178e-01 3.49550524e-03
3.07561423e-02 9.74679748e-03]
[ 3.98377326e-02 -8.73239331e-02 -2.09734884e-01 1.55128905e-01
-5.98518279e-02 8.25631755e-02 -4.96886835e-02 -1.95637566e-02
-8.65074311e-02 -3.61483332e-04]
[ -1.15906474e-01 -6.47784955e-02 -2.00104449e-01 1.63905433e-01
-1.02953933e-02 1.32275830e-01 -1.26298971e-03 -2.49747795e-01
7.64812728e-02 -1.90419714e-01]
[ -6.82563919e-02 -3.98891815e-02 2.75660163e-01 1.00154303e-01
1.16933863e-01 -6.14693887e-02 -1.22377618e-01 1.20685186e-01
7.44481828e-02 3.54276578e-02]
[ 5.52475644e-02 -2.87173298e-02 8.70248413e-02 8.49051039e-02
5.96944450e-02 -1.60669997e-02 2.29459644e-01 1.20243018e-01
-3.02344324e-02 -6.51585787e-02]
[ 1.05214005e-02 -1.47318156e-01 -2.91018762e-01 -4.95136277e-02
1.51074084e-01 -9.26993258e-02 1.51096720e-01 1.63454912e-01
1.09724416e-01 -2.81812419e-02]
[ 4.91896517e-02 -1.84482375e-02 -1.16371387e-01 4.46129923e-02
-9.87872112e-02 3.21667406e-01 2.63889734e-01 2.04738823e-01
-1.60222680e-01 -6.15547781e-02]
[ 9.31562962e-04 -1.38353706e-02 1.22299980e-01 1.04389211e-01
4.56733147e-03 1.05891013e-01 -1.15048284e-01 -4.18064538e-02
2.12416552e-01 7.74916143e-02]
[ 1.11690772e-01 7.96462718e-02 -4.46927617e-02 -9.61477666e-02
-1.01118813e-01 -3.30728907e-01 1.14497093e-01 8.71727837e-03
1.44637164e-01 9.13665145e-02]
[ -1.00278854e-01 -1.73879122e-02 -1.53730863e-02 2.35096422e-02
4.57053902e-04 -2.04233536e-01 -7.88631443e-02 -1.98776777e-02
1.70381923e-02 1.28286738e-01]
[ -1.54178464e-01 -1.07358035e-01 -2.01030007e-01 -1.40406159e-02
-2.71523954e-01 -1.55028170e-03 3.17197116e-02 -2.46577448e-02
-4.90054358e-03 4.92231370e-02]
[ -3.09894550e-02 -1.07839599e-01 -7.50912921e-02 -1.27158603e-01
5.30499158e-01 2.75932511e-01 5.78804225e-01 1.13016566e-01
-1.82009764e-01 -3.78310822e-01]
[ -2.00509219e-02 -4.12030914e-01 -3.17403695e-02 -7.77611161e-02
6.72998835e-01 1.02145517e-01 5.44741123e-01 9.10532526e-02
2.60699133e-02 -3.89921869e-01]
[ 1.01839284e-02 -4.62669271e-01 -4.37616788e-02 -1.08333216e-01
6.79978788e-01 2.37289299e-02 5.07777502e-01 4.85553552e-02
-3.64939107e-01 -2.20688125e-01]
[ -1.72220531e-01 -6.07366474e-01 -9.99289332e-03 -2.04680051e-01
7.74176267e-01 -9.04575085e-02 6.34737486e-01 -8.30312553e-02
-6.87100150e-02 8.25620988e-02]
[ -2.93603982e-01 -4.19388290e-01 5.62841434e-02 -4.51216639e-02
9.06868264e-01 1.41392815e-01 4.34684261e-01 4.78045447e-02
-8.68625486e-02 -1.33846344e-01]
[ -2.07467610e-01 -3.19062180e-01 2.50817407e-01 -2.44867488e-01
6.69729780e-01 -4.39527389e-02 7.02673501e-01 1.28799927e-02
-2.58680592e-01 -2.96704817e-02]
[ -1.30495375e-01 -2.26734929e-01 -1.80885321e-01 -1.01084168e-01
4.88609706e-01 -2.30198185e-01 1.81644260e-01 1.68929995e-01
-9.11569774e-03 -1.18446658e-01]
[ 1.04435559e-01 2.35432934e-01 1.61031960e-01 -1.01137361e-01
-5.61079582e-02 5.29937886e-02 -1.39257702e-01 2.82209889e-01
6.76099254e-02 1.69895286e-01]
[ 3.50421823e-01 3.32999448e-01 -8.22221544e-02 3.14570557e-01
-8.88224477e-01 -2.87985865e-01 -4.83877699e-01 1.77368338e-01
3.84879791e-01 -2.95531041e-02]
[ 4.66581378e-02 1.31792073e-01 2.52902094e-01 2.48381918e-01
-5.67214430e-02 -1.95837879e-01 -1.75990994e-01 -1.33033567e-01
-1.40088550e-01 -2.90359073e-01]
[ 2.29507588e-02 -6.78840112e-02 -1.18838996e-01 -5.51221968e-02
2.31827830e-01 4.05888498e-02 -4.41291793e-03 -1.84773889e-01
3.31510636e-02 2.06462580e-01]
[ 1.55987414e-03 -5.13944178e-02 -6.69234757e-02 -5.10834664e-02
-2.48999183e-02 -1.77431033e-01 8.41771233e-02 9.97633361e-03
3.72942778e-02 4.54736163e-03]
[ 2.57987090e-02 6.82374385e-02 2.42587239e-01 6.88764544e-02
-2.15103335e-01 -1.33826160e-01 1.15186381e-01 3.91696472e-02
-1.89762308e-01 1.01983730e-01]
[ 7.23414824e-02 3.57580848e-02 1.07505356e-01 7.15696072e-03
-2.39985813e-01 6.84926776e-02 6.03648580e-02 -2.70891518e-01
-1.76963207e-02 -8.86966832e-02]
[ -8.62025463e-03 1.01435505e-01 8.53754814e-02 -2.76842223e-02
-5.50715343e-02 1.79682590e-01 8.91032053e-02 1.18567630e-01
-1.96615298e-02 1.74301471e-01]
[ 2.22333986e-01 7.56350529e-02 2.89295510e-02 8.23830530e-02
2.87979294e-02 -2.39054628e-02 -1.71972652e-01 1.48478129e-01
-5.34649471e-02 -1.85692187e-02]
[ 4.62430982e-02 9.12953697e-03 1.84550763e-02 4.62427894e-02
-4.29472064e-01 -1.24338132e-01 -2.17644152e-01 4.14976779e-02
1.22838192e-01 1.97526055e-01]
[ 5.37557265e-02 5.20683165e-01 1.26054432e-01 4.28136667e-01
-1.16750858e+00 -3.06277675e-01 -6.06709462e-01 -7.13965226e-02
2.96117889e-01 3.39801650e-01]
[ 1.79091823e-01 5.03465289e-01 6.64270801e-02 4.27240570e-01
-9.33107192e-01 -8.40807137e-02 -4.41997895e-01 1.51082274e-01
2.10441780e-01 4.82326553e-01]
[ 2.61882789e-01 3.31265338e-01 2.49802295e-01 1.59330272e-01
-4.67401982e-01 7.70155374e-02 -2.38592642e-01 1.63483873e-01
2.48293637e-01 8.94492391e-02]
[ -7.29794390e-02 2.24174996e-01 2.41799920e-01 1.78272087e-02
-4.28968180e-02 1.30388986e-01 -1.03838497e-01 -1.50653833e-02
-3.18375142e-02 5.14171240e-02]
[ -9.86569718e-02 -2.07308407e-03 2.47795902e-02 9.36584140e-02
-5.41847108e-02 1.15824211e-01 2.49992221e-01 2.01135656e-02
-2.74676012e-01 -9.30948518e-02]
[ -2.24222973e-01 -3.79073635e-02 -9.48302469e-02 -3.48756038e-01
1.95563426e-01 1.20734278e-01 1.14950771e-01 1.03050844e-01
-2.10659584e-01 2.80513255e-02]
[ 9.59063756e-03 -3.97097334e-01 -1.27743336e-01 -1.62296339e-01
3.73894753e-01 2.60422035e-02 1.88378893e-01 1.52423218e-01
-1.65982204e-01 -2.23078111e-01]
[ 1.20967569e-01 -2.27348381e-01 -1.51998665e-01 -1.54954957e-02
5.10711402e-02 -5.05777783e-02 8.02800086e-02 -1.52564126e-01
1.18244654e-01 -1.46518292e-01]
[ -1.18471395e-01 7.27882930e-02 2.62949556e-01 -9.86337896e-03
1.64074755e-01 8.18694972e-02 4.32674899e-02 -2.97720050e-01
-1.14444859e-01 -6.07377339e-02]
[ -3.52799777e-01 1.65897569e-02 1.22579735e-02 -3.32627543e-02
1.71447322e-01 -1.71903172e-01 1.93522332e-02 2.33936282e-01
-9.14611955e-02 6.77273023e-02]
[ 1.43717192e-01 2.07114908e-02 -2.35016194e-01 -8.47449380e-02
1.14373711e-01 -2.97371149e-01 6.97603318e-02 -1.67814308e-01
-5.30916563e-04 -1.90484744e-01]
[ 2.12579841e-01 -1.81865213e-01 6.45680079e-02 -2.11862487e-02
9.19509569e-02 -3.61551263e-02 3.60969397e-02 -1.36618300e-01
1.14895387e-01 -1.77596179e-01]
[ -1.06862235e-01 -7.68327923e-02 1.20789008e-01 1.06998572e-01
4.74026875e-02 -1.12992764e-01 2.61270430e-01 -7.80827131e-02
1.82208035e-01 -6.12323268e-03]
[ -6.33440521e-03 -1.82464835e-01 1.98976109e-01 -2.50515292e-01
-8.66689028e-02 1.17202100e-01 7.07537738e-02 -1.17335272e-01
2.14122898e-02 2.19874381e-01]]
[[ 0.62526418]
[ 1.64245445]
[ 0.25926862]
[ 0.87526126]
[-2.70830969]
[-0.25951138]
[-1.66322164]
[ 0.06670383]
[ 0.70189548]
[ 0.89047989]]
Progress: 36.1% ... Training loss: 0.275 ... Validation loss: 0.449[[ 1.58460091e-01 2.15575920e-01 -1.06953582e-01 1.04703380e-01
-5.27054815e-01 -6.98733460e-02 -5.69485330e-02 1.21416810e-01
-6.28382938e-02 1.83316879e-01]
[ 1.55857886e-02 1.56192914e-01 -1.86728408e-02 4.80171148e-02
7.85836721e-02 -7.33683912e-03 3.09305594e-01 4.14202828e-02
1.43235772e-01 -2.57165397e-02]
[ 1.87085112e-01 7.12484093e-01 1.02009736e-02 -4.18781236e-02
5.33499808e-01 -2.23371508e-02 -7.97087301e-01 -4.06507532e-02
5.28777957e-02 2.78261638e-01]
[ 2.26937330e-02 -3.41921526e-01 -2.08610328e-01 1.28646577e-01
-1.88724329e-02 1.40688682e-01 1.65645615e-01 6.10220486e-02
9.07145107e-02 2.38167944e-01]
[ -2.10643224e-02 1.02135450e-01 -1.50357017e-01 3.51172423e-02
4.59450936e-03 -1.79322118e-01 7.02245072e-02 -1.18923809e-01
-1.98099166e-01 -4.30495656e-02]
[ -3.83177505e-01 -6.14178478e-01 -2.96140522e-01 1.62642573e-01
-1.99954012e-02 4.02623262e-02 3.08396501e-01 -3.76374939e-02
-1.81443882e-02 -1.33705262e-02]
[ -4.97083622e-03 -2.13605242e-01 9.40159866e-03 8.94896208e-02
3.11751489e-03 -7.06858097e-02 1.78311759e-01 -1.90669833e-01
1.93957285e-01 3.13725008e-02]
[ 1.10206367e-01 -2.49315832e-01 3.34513131e-02 -7.25550885e-02
6.22153282e-02 -4.77442949e-02 7.79747949e-02 1.19267748e-01
7.85989851e-02 -2.51876870e-02]
[ -1.75223979e-01 -1.39110749e-01 -3.03627151e-01 -2.23715975e-02
-7.60534143e-03 6.95696593e-02 -1.45199184e-01 -2.92184269e-02
2.61637157e-01 -1.33857463e-01]
[ 5.04251879e-02 -3.87324000e-01 8.70966403e-02 2.48197082e-02
-6.00679092e-02 -1.16395526e-01 1.88284408e-01 -1.04850400e-01
1.72617595e-02 9.74642794e-02]
[ -8.54344958e-02 -6.36981904e-02 6.73480541e-04 -1.44577619e-01
-2.32069148e-02 1.78673873e-02 1.92246919e-01 -1.02806474e-01
-1.31393188e-02 -1.26432398e-01]
[ -1.23779357e-01 -1.68240225e-01 -7.17072170e-02 -5.17448678e-03
3.85559586e-01 1.02499612e-01 1.24706035e-01 -1.65624725e-02
-1.73854032e-01 -2.19043556e-01]
[ -1.57533965e-01 3.66753400e-03 6.16462445e-02 2.09043254e-02
-1.70781290e-01 -2.19462599e-01 -1.76832215e-01 -1.97090736e-01
8.62012488e-02 1.73104853e-01]
[ -2.69031014e-01 -3.25044369e-01 1.00558046e-01 2.30451304e-01
-1.05152716e-01 -6.95668927e-02 6.76982129e-02 -2.59257962e-01
-2.57346271e-01 -6.81379618e-02]
[ 1.06644577e-01 -1.71153171e-01 -2.02550238e-02 1.23772096e-01
-4.87494108e-02 -8.93172166e-02 2.24467755e-01 3.50291175e-03
3.08312946e-02 9.86302601e-03]
[ 3.94185500e-02 -8.86606902e-02 -2.09905708e-01 1.54504474e-01
-5.77024175e-02 8.27197920e-02 -4.83988977e-02 -1.96090037e-02
-8.69350878e-02 -9.60661687e-04]
[ -1.15994558e-01 -6.50712559e-02 -2.00137928e-01 1.63793059e-01
-9.91789174e-03 1.32310067e-01 -9.83463458e-04 -2.49755010e-01
7.63872854e-02 -1.90525410e-01]
[ -6.85467755e-02 -4.09478401e-02 2.75536717e-01 9.97433547e-02
1.17885005e-01 -6.13405682e-02 -1.21451428e-01 1.20651692e-01
7.41823554e-02 3.51267050e-02]
[ 5.58912839e-02 -2.68769397e-02 8.73097145e-02 8.58802885e-02
5.64647680e-02 -1.63619759e-02 2.27570259e-01 1.20318138e-01
-2.95192544e-02 -6.42395665e-02]
[ 1.24559125e-02 -1.43679820e-01 -2.90211018e-01 -4.67506422e-02
1.43432236e-01 -9.34521466e-02 1.47097059e-01 1.63666583e-01
1.11829869e-01 -2.54100229e-02]
[ 4.94118829e-02 -1.75483451e-02 -1.16251145e-01 4.49795112e-02
-9.97790388e-02 3.21548969e-01 2.63102646e-01 2.04768410e-01
-1.59915208e-01 -6.11748502e-02]
[ -6.08782331e-05 -1.65634201e-02 1.21885345e-01 1.02960940e-01
8.61166253e-03 1.06313734e-01 -1.12656503e-01 -4.19134601e-02
2.11349611e-01 7.60873425e-02]
[ 1.11778228e-01 7.98225928e-02 -4.46540254e-02 -9.60177162e-02
-1.01326226e-01 -3.30753281e-01 1.14341572e-01 8.72710109e-03
1.44719669e-01 9.14885934e-02]
[ -1.00897569e-01 -1.89400535e-02 -1.56122892e-02 2.26614606e-02
2.76578505e-03 -2.03979390e-01 -7.73278616e-02 -1.99433541e-02
1.64113924e-02 1.27409721e-01]
[ -1.54288910e-01 -1.07736557e-01 -2.01071882e-01 -1.41973213e-02
-2.71619925e-01 -1.50736246e-03 3.21113508e-02 -2.46686160e-02
-5.02305241e-03 4.90590167e-02]
[ -3.08299337e-02 -1.07550291e-01 -7.50261749e-02 -1.26937799e-01
5.29829569e-01 2.75869217e-01 5.78469684e-01 1.13033665e-01
-1.81832434e-01 -3.78082726e-01]
[ -1.99341629e-02 -4.11854332e-01 -3.16906519e-02 -7.75932649e-02
6.72918375e-01 1.02094759e-01 5.44502780e-01 9.10657242e-02
2.61813486e-02 -3.89754281e-01]
[ 9.92437946e-03 -4.63274013e-01 -4.38724178e-02 -1.08706636e-01
6.81116809e-01 2.38381647e-02 5.08427682e-01 4.85283072e-02
-3.65237178e-01 -2.21052480e-01]
[ -1.72262156e-01 -6.07409895e-01 -1.00111628e-02 -2.04741320e-01
7.74361041e-01 -9.04404341e-02 6.34775709e-01 -8.30359846e-02
-6.87599998e-02 8.24980143e-02]
[ -2.93772397e-01 -4.19954162e-01 5.62157147e-02 -4.53471703e-02
9.07238222e-01 1.41461630e-01 4.35246467e-01 4.77876041e-02
-8.70440303e-02 -1.34074507e-01]
[ -2.07326133e-01 -3.18907463e-01 2.50874891e-01 -2.44667649e-01
6.69100812e-01 -4.40127606e-02 7.02501275e-01 1.28950029e-02
-2.58521077e-01 -2.94707888e-02]
[ -1.30134407e-01 -2.26050532e-01 -1.80727148e-01 -1.00555111e-01
4.87230792e-01 -2.30356469e-01 1.80791700e-01 1.68970501e-01
-8.69933754e-03 -1.17906182e-01]
[ 1.05210515e-01 2.37452195e-01 1.61379617e-01 -9.99730542e-02
-5.92960654e-02 5.26569478e-02 -1.41214391e-01 2.82296819e-01
6.84979996e-02 1.71043359e-01]
[ 3.50684268e-01 3.33148847e-01 -8.21051216e-02 3.14909014e-01
-8.88547454e-01 -2.88103198e-01 -4.84260328e-01 1.77395046e-01
3.85284196e-01 -2.90260248e-02]
[ 4.66570228e-02 1.31901872e-01 2.52909351e-01 2.48402100e-01
-5.67962890e-02 -1.95840391e-01 -1.76018803e-01 -1.33032749e-01
-1.40077495e-01 -2.90364364e-01]
[ 2.22563202e-02 -6.96727330e-02 -1.19127760e-01 -5.61141080e-02
2.34564025e-01 4.08774216e-02 -2.62810192e-03 -1.84845997e-01
3.23841707e-02 2.05517372e-01]
[ 1.31729501e-03 -5.20240437e-02 -6.70256708e-02 -5.14163529e-02
-2.39431371e-02 -1.77345761e-01 8.47513667e-02 9.95168490e-03
3.70449824e-02 4.21741023e-03]
[ 2.60785931e-02 6.88261814e-02 2.42706069e-01 6.92732356e-02
-2.16099896e-01 -1.33948673e-01 1.14503399e-01 3.92019505e-02
-1.89418663e-01 1.02395276e-01]
[ 7.21172404e-02 3.54094394e-02 1.07443263e-01 6.87939046e-03
-2.39146451e-01 6.85803520e-02 6.09038304e-02 -2.70910756e-01
-1.79154164e-02 -8.89792482e-02]
[ -8.21584081e-03 1.02589224e-01 8.55531792e-02 -2.70692114e-02
-5.69655901e-02 1.79499196e-01 8.79381585e-02 1.18614351e-01
-1.92025950e-02 1.74903149e-01]
[ 2.22132016e-01 7.49983507e-02 2.88243721e-02 8.20214935e-02
2.98820452e-02 -2.38066693e-02 -1.71500982e-01 1.48449266e-01
-5.37620243e-02 -1.89464232e-02]
[ 4.59924705e-02 8.61799819e-03 1.83505697e-02 4.58724247e-02
-4.28353750e-01 -1.24232823e-01 -2.17002944e-01 4.14695635e-02
1.22544047e-01 1.97145088e-01]
[ 5.43638496e-02 5.21090911e-01 1.26318230e-01 4.29098015e-01
-1.17065083e+00 -3.06466280e-01 -6.07497798e-01 -7.13268584e-02
2.96778133e-01 3.40661293e-01]
[ 1.78053808e-01 5.00817750e-01 6.60057420e-02 4.25791260e-01
-9.29941337e-01 -8.36538098e-02 -4.39357242e-01 1.50970762e-01
2.09322101e-01 4.80844029e-01]
[ 2.62349623e-01 3.32413600e-01 2.49987696e-01 1.59929902e-01
-4.69203638e-01 7.68247626e-02 -2.39827288e-01 1.63531524e-01
2.48817817e-01 9.00421847e-02]
[ -7.34754982e-02 2.23217809e-01 2.41606439e-01 1.71466742e-02
-4.11377164e-02 1.30595432e-01 -1.02794424e-01 -1.51171815e-02
-3.23873322e-02 5.07507706e-02]
[ -9.81582119e-02 -8.71040929e-04 2.50022831e-02 9.44043375e-02
-5.60955837e-02 1.15605442e-01 2.48795542e-01 2.01707931e-02
-2.74075067e-01 -9.23351703e-02]
[ -2.24162197e-01 -3.78110159e-02 -9.48058444e-02 -3.48646056e-01
1.95258755e-01 1.20701317e-01 1.14841590e-01 1.03058779e-01
-2.10581790e-01 2.81537681e-02]
[ 9.69621884e-03 -3.96883697e-01 -1.27702889e-01 -1.62138084e-01
3.73551302e-01 2.59972465e-02 1.88110392e-01 1.52435818e-01
-1.65849642e-01 -2.22911699e-01]
[ 1.20941793e-01 -2.27123977e-01 -1.51981977e-01 -1.53863123e-02
5.01235188e-02 -5.05967450e-02 7.98287232e-02 -1.52559356e-01
1.18345659e-01 -1.46444617e-01]
[ -1.18577024e-01 7.25347988e-02 2.62912374e-01 -1.00139438e-02
1.65066232e-01 8.19167003e-02 4.34775122e-02 -2.97729887e-01
-1.14571685e-01 -6.08882855e-02]
[ -3.51615063e-01 1.86550102e-02 1.27725179e-02 -3.16387630e-02
1.68125409e-01 -1.72402672e-01 1.70367065e-02 2.34063487e-01
-9.00591583e-02 6.94632397e-02]
[ 1.43470977e-01 2.03194555e-02 -2.35092393e-01 -8.50314339e-02
1.15138803e-01 -2.97307079e-01 7.01437121e-02 -1.67832822e-01
-7.85075968e-04 -1.90787357e-01]
[ 2.11815755e-01 -1.83568528e-01 6.42371594e-02 -2.22740071e-02
9.44921726e-02 -3.58255805e-02 3.80056294e-02 -1.36701531e-01
1.14024187e-01 -1.78749485e-01]
[ -1.05924521e-01 -7.57068589e-02 1.21216138e-01 1.08409779e-01
4.33268851e-02 -1.13362893e-01 2.59727529e-01 -7.79729696e-02
1.83250244e-01 -4.72305673e-03]
[ -6.69326172e-03 -1.83871612e-01 1.98822687e-01 -2.51031759e-01
-8.60062600e-02 1.17372955e-01 7.20974696e-02 -1.17376764e-01
2.10601644e-02 2.19449752e-01]]
[[ 0.62780811]
[ 1.64561333]
[ 0.26207516]
[ 0.87741409]
[-2.7052468 ]
[-0.25751176]
[-1.65986936]
[ 0.07229986]
[ 0.70480963]
[ 0.8934379 ]]
Progress: 36.2% ... Training loss: 0.275 ... Validation loss: 0.448[[ 1.58524217e-01 2.14931852e-01 -1.06893397e-01 1.04717301e-01
-5.26597062e-01 -6.98948228e-02 -5.64943117e-02 1.21424499e-01
-6.28700112e-02 1.83186030e-01]
[ 1.58781217e-02 1.56695672e-01 -1.85434031e-02 4.84410256e-02
7.72302305e-02 -7.45911950e-03 3.08528084e-01 4.14545988e-02
1.43585464e-01 -2.53048170e-02]
[ 1.87606354e-01 7.13754832e-01 1.04331743e-02 -4.15178913e-02
5.32967312e-01 -2.23541547e-02 -7.98722075e-01 -4.06044464e-02
5.31611240e-02 2.78583298e-01]
[ 2.27056679e-02 -3.42549935e-01 -2.08659330e-01 1.28749979e-01
-1.80631531e-02 1.40618475e-01 1.66196577e-01 6.10190289e-02
9.11094122e-02 2.38757190e-01]
[ -1.98762096e-02 1.03537491e-01 -1.49917476e-01 3.70871370e-02
-2.60251314e-03 -1.79935645e-01 6.83870014e-02 -1.18771352e-01
-1.96681055e-01 -4.13252172e-02]
[ -3.82767624e-01 -6.13744568e-01 -2.95948824e-01 1.63245726e-01
-2.11979664e-02 4.00735766e-02 3.07943070e-01 -3.75867303e-02
-1.76296909e-02 -1.28028237e-02]
[ -5.50905585e-03 -2.15459732e-01 9.25109985e-03 8.89191707e-02
4.53574973e-03 -7.05022169e-02 1.80066728e-01 -1.90713467e-01
1.93405566e-01 3.07704913e-02]
[ 1.10223499e-01 -2.50149582e-01 3.34569139e-02 -7.26320950e-02
6.15122365e-02 -4.77430612e-02 7.83203266e-02 1.19263535e-01
7.86042271e-02 -2.53435042e-02]
[ -1.74627745e-01 -1.37983852e-01 -3.03370869e-01 -2.15905116e-02
-9.87229706e-03 6.93753551e-02 -1.46049629e-01 -2.91517541e-02
2.62323083e-01 -1.33076141e-01]
[ 5.14790024e-02 -3.85457456e-01 8.76208075e-02 2.62482036e-02
-6.49036141e-02 -1.16791921e-01 1.86445230e-01 -1.04720142e-01
1.84590369e-02 9.86771236e-02]
[ -8.59024000e-02 -6.54768589e-02 5.03281393e-04 -1.45127151e-01
-2.16775236e-02 1.80314815e-02 1.93865752e-01 -1.02855085e-01
-1.35903634e-02 -1.27045131e-01]
[ -1.23880241e-01 -1.69455534e-01 -7.17581024e-02 -5.31666768e-03
3.86111522e-01 1.02533685e-01 1.25723006e-01 -1.65745293e-02
-1.73946118e-01 -2.19052470e-01]
[ -1.57533965e-01 3.66753400e-03 6.16462445e-02 2.09043254e-02
-1.70781290e-01 -2.19462599e-01 -1.76832215e-01 -1.97090736e-01
8.62012488e-02 1.73104853e-01]
[ -2.69089407e-01 -3.25276810e-01 1.00539196e-01 2.30394662e-01
-1.05048422e-01 -6.95558602e-02 6.79349772e-02 -2.59262604e-01
-2.57396946e-01 -6.82385040e-02]
[ 1.06661911e-01 -1.71221977e-01 -2.02441921e-02 1.23789137e-01
-4.88063282e-02 -8.93322465e-02 2.24518269e-01 3.50509900e-03
3.08639457e-02 9.88079980e-03]
[ 3.92360720e-02 -8.94344105e-02 -2.09959657e-01 1.54327637e-01
-5.73377612e-02 8.27762936e-02 -4.75145035e-02 -1.96235041e-02
-8.70896951e-02 -1.18900916e-03]
[ -1.15979402e-01 -6.53615155e-02 -2.00134787e-01 1.63845506e-01
-1.00730265e-02 1.32300173e-01 -7.55042179e-04 -2.49751784e-01
7.64190927e-02 -1.90480327e-01]
[ -6.86220872e-02 -4.14702828e-02 2.75524726e-01 9.96476041e-02
1.18421384e-01 -6.13144095e-02 -1.21063865e-01 1.20644256e-01
7.41065746e-02 3.50218942e-02]
[ 5.57089571e-02 -2.73723841e-02 8.72626704e-02 8.55453277e-02
5.76205156e-02 -1.62484255e-02 2.28042032e-01 1.20294465e-01
-2.98161360e-02 -6.45454213e-02]
[ 1.32068553e-02 -1.41798637e-01 -2.89864850e-01 -4.55742865e-02
1.40136050e-01 -9.37683885e-02 1.45282091e-01 1.63762605e-01
1.12762944e-01 -2.42402646e-02]
[ 4.96937380e-02 -1.71180223e-02 -1.16111879e-01 4.54159568e-02
-1.01310812e-01 3.21408151e-01 2.62437076e-01 2.04808717e-01
-1.59536273e-01 -6.08432293e-02]
[ -9.79345930e-04 -1.92222613e-02 1.21466105e-01 1.01569698e-01
1.19701120e-02 1.06683093e-01 -1.10270887e-01 -4.20298138e-02
2.10271020e-01 7.47655897e-02]
[ 1.12608937e-01 8.15087795e-02 -4.43038385e-02 -9.49147618e-02
-1.04538744e-01 -3.31045294e-01 1.12973327e-01 8.82109236e-03
1.45656563e-01 9.25637199e-02]
[ -1.00877256e-01 -1.89004391e-02 -1.56049180e-02 2.26907909e-02
2.67912660e-03 -2.03987785e-01 -7.73775185e-02 -1.99409569e-02
1.64335853e-02 1.27439519e-01]
[ -1.54303216e-01 -1.07859343e-01 -2.01074690e-01 -1.42196785e-02
-2.71554640e-01 -1.49979965e-03 3.21613701e-02 -2.46705526e-02
-5.04792501e-03 4.90423635e-02]
[ -3.09593600e-02 -1.07932412e-01 -7.50859115e-02 -1.27147917e-01
5.30401614e-01 2.75926591e-01 5.78878166e-01 1.13017215e-01
-1.82007073e-01 -3.78301159e-01]
[ -1.96733752e-02 -4.11444549e-01 -3.15678392e-02 -7.71789500e-02
6.71909845e-01 1.01976263e-01 5.44098485e-01 9.10985086e-02
2.65007630e-02 -3.89409013e-01]
[ 1.00598290e-02 -4.63118021e-01 -4.38160296e-02 -1.08518620e-01
6.80576309e-01 2.37825674e-02 5.08176092e-01 4.85438519e-02
-3.65086835e-01 -2.20860086e-01]
[ -1.72394356e-01 -6.07927762e-01 -1.00693612e-02 -2.04909710e-01
7.74885977e-01 -9.03913112e-02 6.35352019e-01 -8.30523258e-02
-6.88858878e-02 8.23371632e-02]
[ -2.94047619e-01 -4.20586159e-01 5.61036528e-02 -4.57218067e-02
9.08256057e-01 1.41574978e-01 4.35900052e-01 4.77564769e-02
-8.73517776e-02 -1.34440843e-01]
[ -2.07040026e-01 -3.18480826e-01 2.50999380e-01 -2.44240970e-01
6.67804314e-01 -4.41383937e-02 7.02103821e-01 1.29305644e-02
-2.58176394e-01 -2.90303252e-02]
[ -1.29907390e-01 -2.25689216e-01 -1.80630970e-01 -1.00215535e-01
4.86215969e-01 -2.30455154e-01 1.80315575e-01 1.68996976e-01
-8.42915040e-03 -1.17574500e-01]
[ 1.05722197e-01 2.38435937e-01 1.61602375e-01 -9.92217565e-02
-6.11927094e-02 5.24368011e-02 -1.42339737e-01 2.82356664e-01
6.90945521e-02 1.71800421e-01]
[ 3.50235328e-01 3.32161149e-01 -8.22854788e-02 3.14233657e-01
-8.87207417e-01 -2.87930007e-01 -4.83064003e-01 1.77341406e-01
3.84872174e-01 -2.96696586e-02]
[ 4.63980744e-02 1.31109418e-01 2.52809809e-01 2.48021244e-01
-5.56099246e-02 -1.95739569e-01 -1.75221549e-01 -1.33061675e-01
-1.40371927e-01 -2.90743238e-01]
[ 2.23155289e-02 -6.93877108e-02 -1.19089895e-01 -5.60097792e-02
2.34021720e-01 4.08452252e-02 -2.89447024e-03 -1.84836089e-01
3.24813914e-02 2.05577294e-01]
[ 1.60672609e-03 -5.12703820e-02 -6.69057986e-02 -5.10398285e-02
-2.52228226e-02 -1.77465669e-01 8.39636549e-02 9.98513216e-03
3.73249727e-02 4.61559861e-03]
[ 2.59411344e-02 6.86275413e-02 2.42673549e-01 6.91068337e-02
-2.15605594e-01 -1.33903985e-01 1.14621107e-01 3.91910154e-02
-1.89543146e-01 1.02159490e-01]
[ 7.17554183e-02 3.44897299e-02 1.07274438e-01 6.23091389e-03
-2.37273444e-01 6.87744104e-02 6.16647491e-02 -2.70964772e-01
-1.84178123e-02 -8.96377649e-02]
[ -8.24805604e-03 1.02478502e-01 8.55439913e-02 -2.70999528e-02
-5.68212665e-02 1.79507223e-01 8.80604868e-02 1.18612204e-01
-1.92243172e-02 1.74870382e-01]
[ 2.22035458e-01 7.47201239e-02 2.87877246e-02 8.18926414e-02
3.03957615e-02 -2.37696642e-02 -1.71196791e-01 1.48438775e-01
-5.38477209e-02 -1.90638697e-02]
[ 4.61515537e-02 9.02748802e-03 1.84214585e-02 4.60994290e-02
-4.28966613e-01 -1.24292553e-01 -2.17406954e-01 4.14878009e-02
1.22718633e-01 1.97372687e-01]
[ 5.56285371e-02 5.23096694e-01 1.26850986e-01 4.30826903e-01
-1.17476496e+00 -3.06932131e-01 -6.09647194e-01 -7.11785338e-02
2.98117067e-01 3.42397353e-01]
[ 1.77614462e-01 4.99545567e-01 6.58413575e-02 4.25317831e-01
-9.29373853e-01 -8.34881563e-02 -4.38206264e-01 1.50930055e-01
2.08885374e-01 4.80291655e-01]
[ 2.62204166e-01 3.32034674e-01 2.49919650e-01 1.59706294e-01
-4.68647894e-01 7.68891024e-02 -2.39471440e-01 1.63512446e-01
2.48652893e-01 8.98176676e-02]
[ -7.36653703e-02 2.22856646e-01 2.41536187e-01 1.68816545e-02
-4.05022215e-02 1.30670146e-01 -1.02332925e-01 -1.51377563e-02
-3.25925054e-02 5.04833094e-02]
[ -9.82161365e-02 -9.60764446e-04 2.49852815e-02 9.43463165e-02
-5.59036809e-02 1.15612310e-01 2.48924157e-01 2.01667120e-02
-2.74117058e-01 -9.23506345e-02]
[ -2.24025302e-01 -3.75507090e-02 -9.47521560e-02 -3.48453715e-01
1.94653313e-01 1.20649693e-01 1.14549469e-01 1.03074152e-01
-2.10437797e-01 2.83419875e-02]
[ 9.55628719e-03 -3.97141434e-01 -1.27760743e-01 -1.62346364e-01
3.74091151e-01 2.60576754e-02 1.88427394e-01 1.52418421e-01
-1.66013557e-01 -2.23124897e-01]
[ 1.20238500e-01 -2.28723070e-01 -1.52268420e-01 -1.63196978e-02
5.21490725e-02 -5.02957848e-02 8.18667488e-02 -1.52638101e-01
1.17756450e-01 -1.47446018e-01]
[ -1.18123702e-01 7.31097555e-02 2.63142777e-01 -9.30484214e-03
1.63065380e-01 8.17071796e-02 4.27676025e-02 -2.97666519e-01
-1.14021041e-01 -6.02589860e-02]
[ -3.51006440e-01 1.94211216e-02 1.30444683e-02 -3.07727411e-02
1.65869514e-01 -1.72651697e-01 1.62218448e-02 2.34134432e-01
-8.93006439e-02 7.03887742e-02]
[ 1.43443995e-01 2.00676654e-02 -2.35083217e-01 -8.50419846e-02
1.15431365e-01 -2.97304088e-01 7.02719840e-02 -1.67829500e-01
-8.54761438e-04 -1.90773968e-01]
[ 2.11417981e-01 -1.84562011e-01 6.40607083e-02 -2.29626188e-02
9.65556843e-02 -3.56255534e-02 3.88793519e-02 -1.36757742e-01
1.13495358e-01 -1.79449912e-01]
[ -1.05521210e-01 -7.50143952e-02 1.21398876e-01 1.08936017e-01
4.21975274e-02 -1.13468121e-01 2.58978351e-01 -7.79295777e-02
1.83591826e-01 -4.23849535e-03]
[ -6.54544211e-03 -1.84188210e-01 1.98894396e-01 -2.50763790e-01
-8.77561603e-02 1.17234523e-01 7.21280241e-02 -1.17353245e-01
2.12512943e-02 2.19689994e-01]]
[[ 0.62851667]
[ 1.64817985]
[ 0.26305755]
[ 0.87901649]
[-2.70388822]
[-0.25729071]
[-1.65809146]
[ 0.07451356]
[ 0.70648044]
[ 0.89651531]]
Progress: 36.2% ... Training loss: 0.275 ... Validation loss: 0.447[[ 1.57689769e-01 2.13974319e-01 -1.07204159e-01 1.03487151e-01
-5.22483456e-01 -6.95044691e-02 -5.58599303e-02 1.21314826e-01
-6.37332574e-02 1.82114562e-01]
[ 1.57269760e-02 1.56401972e-01 -1.86029564e-02 4.82460321e-02
7.78034760e-02 -7.39976645e-03 3.08969246e-01 4.14354585e-02
1.43443915e-01 -2.55376585e-02]
[ 1.86564821e-01 7.12272938e-01 1.00374743e-02 -4.31581435e-02
5.38478664e-01 -2.18630344e-02 -7.97291647e-01 -4.07284299e-02
5.20117793e-02 2.77190359e-01]
[ 2.22102788e-02 -3.45842789e-01 -2.08853300e-01 1.28318124e-01
-1.63109417e-02 1.40793648e-01 1.69270960e-01 6.09725223e-02
9.06689369e-02 2.37964273e-01]
[ -1.61530732e-02 1.11833498e-01 -1.48237903e-01 4.26472577e-02
-1.85455405e-02 -1.81517939e-01 6.02773030e-02 -1.18291040e-01
-1.92254798e-01 -3.65054671e-02]
[ -3.82205909e-01 -6.12899632e-01 -2.95688051e-01 1.64057835e-01
-2.38287857e-02 3.98543361e-02 3.07127110e-01 -3.75169162e-02
-1.69545010e-02 -1.19920410e-02]
[ -4.35603618e-03 -2.12110967e-01 9.72856243e-03 9.05514841e-02
2.27911099e-05 -7.09899455e-02 1.76537747e-01 -1.90579680e-01
1.94709508e-01 3.24409216e-02]
[ 1.08594958e-01 -2.53928665e-01 3.27986776e-02 -7.50133538e-02
6.81621338e-02 -4.70286193e-02 8.21708797e-02 1.19072179e-01
7.68536606e-02 -2.76250689e-02]
[ -1.75547836e-01 -1.39972001e-01 -3.03750360e-01 -2.28874108e-02
-6.14202815e-03 6.97561017e-02 -1.43866429e-01 -2.92604645e-02
2.61270942e-01 -1.34398180e-01]
[ 5.06393718e-02 -3.86283187e-01 8.73223916e-02 2.50397834e-02
-6.23188033e-02 -1.16431986e-01 1.87360628e-01 -1.04809467e-01
1.76528473e-02 9.76498031e-02]
[ -8.59472538e-02 -6.61617550e-02 4.81335444e-04 -1.45224705e-01
-2.11652228e-02 1.80723578e-02 1.94627599e-01 -1.02867844e-01
-1.36207351e-02 -1.27203740e-01]
[ -1.23829654e-01 -1.69518439e-01 -7.17372333e-02 -5.24442989e-03
3.86250799e-01 1.02521093e-01 1.25734574e-01 -1.65689105e-02
-1.73933133e-01 -2.18988931e-01]
[ -1.57533965e-01 3.66753400e-03 6.16462445e-02 2.09043254e-02
-1.70781290e-01 -2.19462599e-01 -1.76832215e-01 -1.97090736e-01
8.62012488e-02 1.73104853e-01]
[ -2.69077489e-01 -3.25176081e-01 1.00546643e-01 2.30368795e-01
-1.04987824e-01 -6.95527641e-02 6.78622911e-02 -2.59261932e-01
-2.57395504e-01 -6.82263332e-02]
[ 1.06805689e-01 -1.70711805e-01 -2.01776982e-02 1.23992690e-01
-4.94527118e-02 -8.93800197e-02 2.24189912e-01 3.52172749e-03
3.10330504e-02 1.00458074e-02]
[ 3.93371597e-02 -8.98161513e-02 -2.09895167e-01 1.54526105e-01
-5.79531395e-02 8.27219480e-02 -4.74051342e-02 -1.96062387e-02
-8.69304324e-02 -9.51141324e-04]
[ -1.15928130e-01 -6.51271570e-02 -2.00127104e-01 1.63893022e-01
-9.89358743e-03 1.32280124e-01 -9.13828055e-04 -2.49752133e-01
7.64678671e-02 -1.90452588e-01]
[ -6.82354316e-02 -4.05944093e-02 2.75675604e-01 1.00157934e-01
1.16953132e-01 -6.14634850e-02 -1.22069788e-01 1.20689148e-01
7.45091130e-02 3.55327936e-02]
[ 5.58535063e-02 -2.63056259e-02 8.73283262e-02 8.56512067e-02
5.72053402e-02 -1.62992844e-02 2.26876198e-01 1.20301693e-01
-2.97040134e-02 -6.42415790e-02]
[ 1.32817789e-02 -1.41833438e-01 -2.89794320e-01 -4.53708486e-02
1.39235651e-01 -9.38120249e-02 1.45292669e-01 1.63785479e-01
1.12945084e-01 -2.41055015e-02]
[ 4.92333340e-02 -1.79800024e-02 -1.16299282e-01 4.47648840e-02
-9.95081622e-02 3.21601797e-01 2.63445315e-01 2.04756422e-01
-1.60034370e-01 -6.14733866e-02]
[ -1.37637725e-03 -2.03100346e-02 1.21291166e-01 1.00994830e-01
1.37441556e-02 1.06872140e-01 -1.09148123e-01 -4.20787653e-02
2.09882275e-01 7.41676622e-02]
[ 1.12524637e-01 8.11356345e-02 -4.43496554e-02 -9.50174659e-02
-1.04037806e-01 -3.31012324e-01 1.13088096e-01 8.81367596e-03
1.45543857e-01 9.24523669e-02]
[ -1.01087317e-01 -1.94361161e-02 -1.56915977e-02 2.24035272e-02
3.52280515e-03 -2.03904672e-01 -7.67894286e-02 -1.99662807e-02
1.61980494e-02 1.27143262e-01]
[ -1.54899501e-01 -1.08945648e-01 -2.01312521e-01 -1.50808235e-02
-2.69434011e-01 -1.24771321e-03 3.36279593e-02 -2.47422422e-02
-5.71180258e-03 4.81633773e-02]
[ -3.09515905e-02 -1.08288135e-01 -7.50781283e-02 -1.27117453e-01
5.30372671e-01 2.75926026e-01 5.79164679e-01 1.13020545e-01
-1.81986427e-01 -3.78304518e-01]
[ -1.96787681e-02 -4.11488020e-01 -3.15636342e-02 -7.71618770e-02
6.71985026e-01 1.01971660e-01 5.44231377e-01 9.10985820e-02
2.65011000e-02 -3.89447141e-01]
[ 1.01593788e-02 -4.63364151e-01 -4.37777879e-02 -1.08348877e-01
6.79878270e-01 2.37371763e-02 5.08276132e-01 4.85609761e-02
-3.64962500e-01 -2.20701955e-01]
[ -1.72626402e-01 -6.08451491e-01 -1.01691806e-02 -2.05233111e-01
7.75806296e-01 -9.02975485e-02 6.35800942e-01 -8.30788828e-02
-6.91421341e-02 8.20173606e-02]
[ -2.94192411e-01 -4.21032142e-01 5.60547175e-02 -4.58912101e-02
9.08720717e-01 1.41622753e-01 4.36301326e-01 4.77419222e-02
-8.74896477e-02 -1.34620226e-01]
[ -2.07334653e-01 -3.19119970e-01 2.50878671e-01 -2.44651793e-01
6.69113604e-01 -4.40244013e-02 7.02705787e-01 1.28966854e-02
-2.58497731e-01 -2.94241605e-02]
[ -1.29912019e-01 -2.25699266e-01 -1.80632890e-01 -1.00222002e-01
4.86235799e-01 -2.30453364e-01 1.80327617e-01 1.68996420e-01
-8.43413516e-03 -1.17580849e-01]
[ 1.05608837e-01 2.38661624e-01 1.61550642e-01 -9.93970433e-02
-6.10749516e-02 5.24926571e-02 -1.42342389e-01 2.82342294e-01
6.89802582e-02 1.71658359e-01]
[ 3.50181348e-01 3.32060413e-01 -8.23081787e-02 3.14159827e-01
-8.87056616e-01 -2.87906691e-01 -4.82949437e-01 1.77334924e-01
3.84813840e-01 -2.97497789e-02]
[ 4.64247193e-02 1.31062691e-01 2.52828117e-01 2.48060031e-01
-5.56039525e-02 -1.95757159e-01 -1.75159279e-01 -1.33056303e-01
-1.40307611e-01 -2.90709597e-01]
[ 2.20610404e-02 -7.00536212e-02 -1.19204533e-01 -5.64029633e-02
2.35128405e-01 4.09414279e-02 -2.22953071e-03 -1.84866268e-01
3.21740576e-02 2.05205562e-01]
[ 1.94052523e-03 -5.04583810e-02 -6.67545088e-02 -5.05466906e-02
-2.67399290e-02 -1.77599278e-01 8.30719062e-02 1.00292572e-02
3.77294392e-02 5.05644310e-03]
[ 2.61272451e-02 6.92123619e-02 2.42764200e-01 6.94078435e-02
-2.16673586e-01 -1.33990697e-01 1.13990653e-01 3.92135295e-02
-1.89302827e-01 1.02466078e-01]
[ 7.22974098e-02 3.59783231e-02 1.07509901e-01 7.02026234e-03
-2.39496792e-01 6.85426959e-02 6.02011716e-02 -2.70906084e-01
-1.77772134e-02 -8.88415648e-02]
[ -8.65915584e-03 1.01828810e-01 8.53570306e-02 -2.76913864e-02
-5.51553264e-02 1.79667778e-01 8.90135770e-02 1.18568858e-01
-1.97142230e-02 1.74289749e-01]
[ 2.21731044e-01 7.40478897e-02 2.86880556e-02 8.14711662e-02
3.16527026e-02 -2.36445320e-02 -1.70292403e-01 1.48404772e-01
-5.41724100e-02 -1.94935706e-02]
[ 4.60136711e-02 8.63028515e-03 1.83325342e-02 4.58490767e-02
-4.28198277e-01 -1.24218022e-01 -2.17022442e-01 4.14673947e-02
1.22555211e-01 1.97175435e-01]
[ 5.54882702e-02 5.22844436e-01 1.26794104e-01 4.30597593e-01
-1.17393173e+00 -3.06850869e-01 -6.09476465e-01 -7.12021111e-02
2.97942502e-01 3.42221004e-01]
[ 1.77771763e-01 4.99912042e-01 6.59264462e-02 4.25427892e-01
-9.29660958e-01 -8.34982016e-02 -4.38804548e-01 1.50944064e-01
2.09046761e-01 4.80471781e-01]
[ 2.62172150e-01 3.31934351e-01 2.49904896e-01 1.59657385e-01
-4.68487423e-01 7.69033396e-02 -2.39380928e-01 1.63508418e-01
2.48608361e-01 8.97748564e-02]
[ -7.35740157e-02 2.23093204e-01 2.41575829e-01 1.70131444e-02
-4.08467512e-02 1.30631824e-01 -1.02554622e-01 -1.51266413e-02
-3.24898886e-02 5.06175525e-02]
[ -9.82571524e-02 -9.49146702e-04 2.49719255e-02 9.42801530e-02
-5.57258012e-02 1.15632376e-01 2.48971874e-01 2.01599173e-02
-2.74173006e-01 -9.24188455e-02]
[ -2.24185971e-01 -3.78006297e-02 -9.48175912e-02 -3.48680791e-01
1.95224814e-01 1.20718681e-01 1.14793183e-01 1.03054480e-01
-2.10626451e-01 2.81255397e-02]
[ 9.60854891e-03 -3.97041481e-01 -1.27744474e-01 -1.62274102e-01
3.73889805e-01 2.60369804e-02 1.88304531e-01 1.52424010e-01
-1.65954040e-01 -2.23050887e-01]
[ 1.21325172e-01 -2.24950147e-01 -1.51804464e-01 -1.46843710e-02
4.71176664e-02 -5.07670795e-02 7.83822223e-02 -1.52514854e-01
1.19033255e-01 -1.45781024e-01]
[ -1.18015997e-01 7.30658015e-02 2.63207343e-01 -9.13295637e-03
1.62463061e-01 8.16839411e-02 4.27068337e-02 -2.97652193e-01
-1.13839041e-01 -6.01644153e-02]
[ -3.52221042e-01 1.65854881e-02 1.25546531e-02 -3.24989857e-02
1.70837653e-01 -1.72151158e-01 1.91766341e-02 2.33997037e-01
-9.06712168e-02 6.86961851e-02]
[ 1.42135713e-01 1.69202983e-02 -2.35658491e-01 -8.69763122e-02
1.21132343e-01 -2.96756771e-01 7.36275995e-02 -1.67986251e-01
-2.33455714e-03 -1.92706111e-01]
[ 2.11467073e-01 -1.84464583e-01 6.40737655e-02 -2.29353544e-02
9.67505462e-02 -3.56353697e-02 3.86656235e-02 -1.36752689e-01
1.13518120e-01 -1.79397584e-01]
[ -1.05959261e-01 -7.62050024e-02 1.21227980e-01 1.08311426e-01
4.39871864e-02 -1.13286797e-01 2.60066718e-01 -7.79803341e-02
1.83112068e-01 -4.85370883e-03]
[ -5.66187369e-03 -1.82414532e-01 1.99289310e-01 -2.49546840e-01
-9.15396852e-02 1.16897912e-01 7.01770881e-02 -1.17247435e-01
2.22762783e-02 2.20995655e-01]]
[[ 0.62560128]
[ 1.64515081]
[ 0.26036026]
[ 0.87696344]
[-2.7077245 ]
[-0.26018649]
[-1.65955727]
[ 0.06952688]
[ 0.70237978]
[ 0.89266072]]
Progress: 36.3% ... Training loss: 0.275 ... Validation loss: 0.447[[ 1.56930414e-01 2.12229465e-01 -1.07532355e-01 1.02224809e-01
-5.18509741e-01 -6.91571977e-02 -5.39390852e-02 1.21217149e-01
-6.46195403e-02 1.81281278e-01]
[ 1.60133154e-02 1.57031379e-01 -1.84823308e-02 4.86521179e-02
7.70333426e-02 -7.51918176e-03 3.08322949e-01 4.14675219e-02
1.43745635e-01 -2.51241916e-02]
[ 1.83629160e-01 7.05389734e-01 8.66938064e-03 -4.79150486e-02
5.53403857e-01 -2.05596369e-02 -7.90739886e-01 -4.10972346e-02
4.84549879e-02 2.73003861e-01]
[ 2.23431973e-02 -3.46257084e-01 -2.08892858e-01 1.28348063e-01
-1.56534116e-02 1.40778495e-01 1.68951571e-01 6.09888630e-02
9.05457042e-02 2.38343952e-01]
[ -1.65770061e-02 1.11102319e-01 -1.48376911e-01 4.20926819e-02
-1.69479798e-02 -1.81322406e-01 6.17790972e-02 -1.18362756e-01
-1.92705776e-01 -3.69242410e-02]
[ -3.82224436e-01 -6.13090460e-01 -2.95651488e-01 1.64175891e-01
-2.52371723e-02 3.98170237e-02 3.07505675e-01 -3.75069252e-02
-1.69162295e-02 -1.19893015e-02]
[ -4.76824924e-03 -2.13390278e-01 9.56198938e-03 8.97448739e-02
2.82269915e-03 -7.07889605e-02 1.77519099e-01 -1.90644820e-01
1.94140436e-01 3.18746814e-02]
[ 1.08198876e-01 -2.55418511e-01 3.26012106e-02 -7.56217283e-02
7.01013914e-02 -4.68624999e-02 8.34781825e-02 1.19024133e-01
7.63914559e-02 -2.80243176e-02]
[ -1.75158298e-01 -1.39672626e-01 -3.03591353e-01 -2.23193803e-02
-7.81325888e-03 6.96458269e-02 -1.44635677e-01 -2.92169198e-02
2.61544199e-01 -1.33931313e-01]
[ 5.12501593e-02 -3.86125168e-01 8.75418508e-02 2.57389158e-02
-6.49912345e-02 -1.16631323e-01 1.86562814e-01 -1.04758606e-01
1.81338807e-02 9.86795495e-02]
[ -8.65247343e-02 -6.78321154e-02 2.68538303e-04 -1.46048759e-01
-1.83275895e-02 1.82953179e-02 1.96201389e-01 -1.02926117e-01
-1.42701186e-02 -1.28025860e-01]
[ -1.24300245e-01 -1.70666707e-01 -7.19123648e-02 -5.84840628e-03
3.87745145e-01 1.02716988e-01 1.26856568e-01 -1.66211488e-02
-1.74484530e-01 -2.19692440e-01]
[ -1.57533965e-01 3.66753400e-03 6.16462445e-02 2.09043254e-02
-1.70781290e-01 -2.19462599e-01 -1.76832215e-01 -1.97090736e-01
8.62012488e-02 1.73104853e-01]
[ -2.68966409e-01 -3.24915311e-01 1.00637312e-01 2.30652406e-01
-1.05995898e-01 -6.96351776e-02 6.76159934e-02 -2.59242588e-01
-2.57220739e-01 -6.80281289e-02]
[ 1.06617497e-01 -1.71077393e-01 -2.02537083e-02 1.23739221e-01
-4.92945712e-02 -8.92957837e-02 2.24788478e-01 3.50465148e-03
3.08162491e-02 9.76224562e-03]
[ 3.95587238e-02 -8.96489421e-02 -2.09806096e-01 1.54846213e-01
-5.90389469e-02 8.26153036e-02 -4.76420223e-02 -1.95817114e-02
-8.66811549e-02 -6.42923772e-04]
[ -1.15289601e-01 -6.37302350e-02 -1.99851885e-01 1.64699458e-01
-1.17803847e-02 1.32072369e-01 -2.57849566e-03 -2.49694043e-01
7.71556994e-02 -1.89561937e-01]
[ -6.96478771e-02 -4.41353470e-02 2.75100993e-01 9.81573266e-02
1.22594546e-01 -6.09020606e-02 -1.18649548e-01 1.20532477e-01
7.29229589e-02 3.36471396e-02]
[ 5.58075341e-02 -2.61400148e-02 8.72809655e-02 8.54117999e-02
5.81386191e-02 -1.62819609e-02 2.26945630e-01 1.20286432e-01
-2.98555524e-02 -6.44418453e-02]
[ 1.24215456e-02 -1.44242272e-01 -2.90212406e-01 -4.67523234e-02
1.43173616e-01 -9.34206132e-02 1.47289120e-01 1.63674327e-01
1.11859714e-01 -2.54403877e-02]
[ 4.99203661e-02 -1.66058960e-02 -1.15973455e-01 4.59114861e-02
-1.02590873e-01 3.21271503e-01 2.62128049e-01 2.04848606e-01
-1.59115954e-01 -6.03839690e-02]
[ -1.20989518e-03 -2.00000805e-02 1.21356238e-01 1.01206039e-01
1.28653497e-02 1.06836831e-01 -1.09590096e-01 -4.20610679e-02
2.09978456e-01 7.45317012e-02]
[ 1.12651986e-01 8.13056043e-02 -4.42910081e-02 -9.48227203e-02
-1.04361656e-01 -3.31038544e-01 1.12783189e-01 8.82889706e-03
1.45642160e-01 9.26414696e-02]
[ -1.01013445e-01 -1.96170900e-02 -1.56652644e-02 2.25224512e-02
3.17218183e-03 -2.03931174e-01 -7.67214175e-02 -1.99580567e-02
1.62430499e-02 1.27239947e-01]
[ -1.54855850e-01 -1.08954466e-01 -2.01295762e-01 -1.50164001e-02
-2.69828591e-01 -1.26745561e-03 3.35852286e-02 -2.47370206e-02
-5.66145951e-03 4.82355468e-02]
[ -3.06555568e-02 -1.07796763e-01 -7.49523833e-02 -1.26677750e-01
5.29085287e-01 2.75796968e-01 5.78623930e-01 1.13054980e-01
-1.81647130e-01 -3.77900423e-01]
[ -1.93754551e-02 -4.11140012e-01 -3.14488804e-02 -7.67262235e-02
6.70994644e-01 1.01855277e-01 5.43851408e-01 9.11344863e-02
2.68051702e-02 -3.89014818e-01]
[ 1.01540070e-02 -4.63428041e-01 -4.37795707e-02 -1.08365258e-01
6.79872774e-01 2.37423025e-02 5.08390394e-01 4.85587712e-02
-3.64981862e-01 -2.20724951e-01]
[ -1.72465857e-01 -6.08347535e-01 -1.01062699e-02 -2.05006806e-01
7.75344941e-01 -9.03632127e-02 6.35574089e-01 -8.30611970e-02
-6.89875705e-02 8.22591107e-02]
[ -2.94277149e-01 -4.21411572e-01 5.60484892e-02 -4.59324261e-02
9.08605516e-01 1.41633206e-01 4.36668249e-01 4.77368798e-02
-8.75542328e-02 -1.34697747e-01]
[ -2.07327725e-01 -3.19142762e-01 2.50894804e-01 -2.44601729e-01
6.68940514e-01 -4.40433782e-02 7.02784719e-01 1.29022243e-02
-2.58460789e-01 -2.93604591e-02]
[ -1.29749192e-01 -2.25426142e-01 -1.80569578e-01 -9.99911732e-02
4.85511804e-01 -2.30518862e-01 1.80006674e-01 1.69014673e-01
-8.25317827e-03 -1.17344629e-01]
[ 1.05321792e-01 2.38038349e-01 1.61412471e-01 -9.98286890e-02
-6.02835085e-02 5.26193262e-02 -1.41844889e-01 2.82308947e-01
6.85981542e-02 1.71429632e-01]
[ 3.49652125e-01 3.30546059e-01 -8.25638036e-02 3.13300960e-01
-8.84398439e-01 -2.87668760e-01 -4.81780736e-01 1.77266941e-01
3.84186316e-01 -3.05547799e-02]
[ 4.65677305e-02 1.31192531e-01 2.52882407e-01 2.48211573e-01
-5.61042458e-02 -1.95806123e-01 -1.75354041e-01 -1.33042663e-01
-1.40159896e-01 -2.90553818e-01]
[ 2.15313000e-02 -7.13863955e-02 -1.19423498e-01 -5.71422717e-02
2.37307054e-01 4.11556029e-02 -9.05552080e-04 -1.84924569e-01
3.15892161e-02 2.04557209e-01]
[ 2.21210310e-03 -4.98750622e-02 -6.66254098e-02 -5.01058498e-02
-2.80389346e-02 -1.77718885e-01 8.24211459e-02 1.00643420e-02
3.80753593e-02 5.49856618e-03]
[ 2.55296169e-02 6.79126047e-02 2.42495396e-01 6.84776633e-02
-2.13908953e-01 -1.33745531e-01 1.15443828e-01 3.91409301e-02
-1.90042838e-01 1.01561571e-01]
[ 7.24676862e-02 3.64619408e-02 1.07572475e-01 7.23770783e-03
-2.40210641e-01 6.84915966e-02 5.96803428e-02 -2.70889153e-01
-1.76620048e-02 -8.86659163e-02]
[ -1.00291055e-02 9.89034701e-02 8.47610557e-02 -2.97253440e-02
-5.00086491e-02 1.80243599e-01 9.22117325e-02 1.18406009e-01
-2.13442517e-02 1.72238703e-01]
[ 2.21968052e-01 7.45939531e-02 2.87942014e-02 8.18075060e-02
3.06623527e-02 -2.37297063e-02 -1.71076778e-01 1.48424573e-01
-5.39150767e-02 -1.91576947e-02]
[ 4.59699764e-02 8.51831450e-03 1.83214609e-02 4.57762629e-02
-4.27941196e-01 -1.24196957e-01 -2.16903379e-01 4.14631179e-02
1.22476711e-01 1.97069804e-01]
[ 5.65612982e-02 5.25001828e-01 1.27285715e-01 4.32107874e-01
-1.17757834e+00 -3.07292097e-01 -6.11779485e-01 -7.10786758e-02
2.99220016e-01 3.43794590e-01]
[ 1.77946701e-01 5.00325738e-01 6.60071564e-02 4.25708102e-01
-9.30391250e-01 -8.35458852e-02 -4.39189891e-01 1.50964792e-01
2.09235310e-01 4.80744518e-01]
[ 2.61895589e-01 3.31297499e-01 2.49784178e-01 1.59279197e-01
-4.67529067e-01 7.70099654e-02 -2.38751020e-01 1.63478277e-01
2.48300836e-01 8.94031159e-02]
[ -7.37135726e-02 2.22737124e-01 2.41520613e-01 1.68137760e-02
-4.03215901e-02 1.30690386e-01 -1.02226387e-01 -1.51434149e-02
-3.26344900e-02 5.03749294e-02]
[ -9.80563450e-02 -3.94578459e-04 2.50686556e-02 9.45896866e-02
-5.68491270e-02 1.15539613e-01 2.48457181e-01 2.01852111e-02
-2.73932868e-01 -9.21289527e-02]
[ -2.24133057e-01 -3.76890711e-02 -9.47868605e-02 -3.48576825e-01
1.94937089e-01 1.20687650e-01 1.14686328e-01 1.03062542e-01
-2.10545763e-01 2.82167968e-02]
[ 9.78156550e-03 -3.96632091e-01 -1.27675131e-01 -1.62033784e-01
3.73317529e-01 2.59680328e-02 1.87852820e-01 1.52443083e-01
-1.65763601e-01 -2.22803614e-01]
[ 1.21218691e-01 -2.25611014e-01 -1.51864779e-01 -1.48245354e-02
4.76380673e-02 -5.07227605e-02 7.87343135e-02 -1.52522282e-01
1.18901548e-01 -1.45926189e-01]
[ -1.17706614e-01 7.32154947e-02 2.63382698e-01 -8.57396234e-03
1.61381883e-01 8.15158552e-02 4.23408312e-02 -2.97609417e-01
-1.13450977e-01 -5.96704612e-02]
[ -3.52907119e-01 1.48976930e-02 1.22784441e-02 -3.34390875e-02
1.73387313e-01 -1.71883061e-01 2.10453807e-02 2.33921027e-01
-9.14546721e-02 6.77923189e-02]
[ 1.42236487e-01 1.69178125e-02 -2.35640812e-01 -8.69342737e-02
1.20718492e-01 -2.96770479e-01 7.37532881e-02 -1.67982383e-01
-2.39106999e-03 -1.92735026e-01]
[ 2.11572207e-01 -1.84672104e-01 6.41606019e-02 -2.26846490e-02
9.59007782e-02 -3.57114008e-02 3.85817642e-02 -1.36731707e-01
1.13768850e-01 -1.79153641e-01]
[ -1.05463107e-01 -7.54493140e-02 1.21447857e-01 1.08962796e-01
4.22605847e-02 -1.13480514e-01 2.59256861e-01 -7.79274433e-02
1.83683709e-01 -4.13473699e-03]
[ -6.31804483e-03 -1.83421854e-01 1.98957617e-01 -2.50698580e-01
-8.88787982e-02 1.17256555e-01 7.09882509e-02 -1.17344164e-01
2.13177703e-02 2.20120851e-01]]
[[ 0.62297616]
[ 1.64042064]
[ 0.25819617]
[ 0.87686868]
[-2.71229465]
[-0.26116476]
[-1.65707609]
[ 0.06688774]
[ 0.70074571]
[ 0.88875347]]
Progress: 36.4% ... Training loss: 0.276 ... Validation loss: 0.450[[ 1.60022949e-01 2.19646862e-01 -1.06242953e-01 1.06588567e-01
-5.31603862e-01 -7.03514665e-02 -6.16503638e-02 1.21558086e-01
-6.12327327e-02 1.85597001e-01]
[ 1.60909613e-02 1.57129195e-01 -1.84611852e-02 4.87892632e-02
7.64650887e-02 -7.55177343e-03 3.08138698e-01 4.14756587e-02
1.43796005e-01 -2.50583913e-02]
[ 1.86663500e-01 7.14873001e-01 1.00403451e-02 -4.35425098e-02
5.40460382e-01 -2.17403806e-02 -8.00057658e-01 -4.07661370e-02
5.18155492e-02 2.77807419e-01]
[ 2.12525670e-02 -3.48088381e-01 -2.09198970e-01 1.27336333e-01
-1.05247679e-02 1.40855991e-01 1.71916541e-01 6.09226297e-02
8.97503377e-02 2.37222435e-01]
[ -1.66030807e-02 1.10150389e-01 -1.48414876e-01 4.20641687e-02
-1.76649969e-02 -1.81214136e-01 6.17548897e-02 -1.18357262e-01
-1.92811370e-01 -3.69961152e-02]
[ -3.81161114e-01 -6.11314779e-01 -2.95257766e-01 1.65581531e-01
-3.00473369e-02 3.93706312e-02 3.05060691e-01 -3.73925778e-02
-1.57679969e-02 -1.06475193e-02]
[ -4.89834819e-03 -2.13373807e-01 9.54904944e-03 8.95464063e-02
3.26799474e-03 -7.07099815e-02 1.77457001e-01 -1.90658004e-01
1.93993207e-01 3.17652093e-02]
[ 1.10938154e-01 -2.48549265e-01 3.37613612e-02 -7.16974429e-02
5.88716643e-02 -4.79501858e-02 7.62782352e-02 1.19321144e-01
7.94333747e-02 -2.40258229e-02]
[ -1.74406002e-01 -1.38225102e-01 -3.03229882e-01 -2.12502807e-02
-1.14927351e-02 6.92739818e-02 -1.46069206e-01 -2.91374504e-02
2.62455234e-01 -1.32853762e-01]
[ 5.36517531e-02 -3.80183706e-01 8.85599539e-02 2.90976823e-02
-7.65795909e-02 -1.17558980e-01 1.79864967e-01 -1.04499920e-01
2.08465867e-02 1.02034775e-01]
[ -8.51692239e-02 -6.52558167e-02 8.28868650e-04 -1.44298058e-01
-2.25382748e-02 1.77461503e-02 1.93539365e-01 -1.02791403e-01
-1.28385537e-02 -1.26165749e-01]
[ -1.23632552e-01 -1.69075545e-01 -7.15883948e-02 -4.75731594e-03
3.84270115e-01 1.02366868e-01 1.25075882e-01 -1.65369051e-02
-1.73674844e-01 -2.18599421e-01]
[ -1.57533965e-01 3.66753400e-03 6.16462445e-02 2.09043254e-02
-1.70781290e-01 -2.19462599e-01 -1.76832215e-01 -1.97090736e-01
8.62012488e-02 1.73104853e-01]
[ -2.69052512e-01 -3.25601208e-01 1.00561561e-01 2.30437520e-01
-1.05674038e-01 -6.95964135e-02 6.78418480e-02 -2.59253377e-01
-2.57396181e-01 -6.82179911e-02]
[ 1.06531884e-01 -1.71320969e-01 -2.02985244e-02 1.23594431e-01
-4.89507797e-02 -8.92548434e-02 2.24955726e-01 3.49383649e-03
3.07041853e-02 9.58181640e-03]
[ 4.09839927e-02 -8.64755611e-02 -2.09207836e-01 1.56847359e-01
-6.48603884e-02 8.20254736e-02 -5.10071345e-02 -1.94279442e-02
-8.50588573e-02 1.30330363e-03]
[ -1.15377269e-01 -6.36828416e-02 -1.99867921e-01 1.64597489e-01
-1.13388366e-02 1.32114080e-01 -2.54349243e-03 -2.49704879e-01
7.70532070e-02 -1.89707577e-01]
[ -6.98136966e-02 -4.43590446e-02 2.75044282e-01 9.78848325e-02
1.23144944e-01 -6.08076894e-02 -1.18469980e-01 1.20516404e-01
7.27411526e-02 3.35184941e-02]
[ 5.62438590e-02 -2.57176862e-02 8.74567126e-02 8.59895157e-02
5.66686164e-02 -1.63686441e-02 2.26151734e-01 1.20332366e-01
-2.93893405e-02 -6.38443525e-02]
[ 1.31605385e-02 -1.42050186e-01 -2.89899208e-01 -4.57306679e-02
1.40584316e-01 -9.37335472e-02 1.45158775e-01 1.63746445e-01
1.12609739e-01 -2.43177035e-02]
[ 5.13274352e-02 -1.27535980e-02 -1.15363499e-01 4.80250903e-02
-1.09218414e-01 3.20637376e-01 2.58140469e-01 2.05011070e-01
-1.57484466e-01 -5.82793663e-02]
[ -9.00208372e-04 -1.91625411e-02 1.21482092e-01 1.01619522e-01
1.16316487e-02 1.06712257e-01 -1.10223892e-01 -4.20278931e-02
2.10340932e-01 7.49189424e-02]
[ 1.12639966e-01 8.11387509e-02 -4.42624237e-02 -9.48646417e-02
-1.04847074e-01 -3.31070171e-01 1.13056858e-01 8.82606849e-03
1.45663857e-01 9.25922903e-02]
[ -1.00800623e-01 -1.93149928e-02 -1.55737369e-02 2.28332937e-02
2.25202266e-03 -2.04025510e-01 -7.71554015e-02 -1.99349437e-02
1.64855223e-02 1.27545954e-01]
[ -1.54523995e-01 -1.08352644e-01 -2.01143172e-01 -1.44782298e-02
-2.71612697e-01 -1.43607374e-03 3.29080442e-02 -2.46986057e-02
-5.23236720e-03 4.87734020e-02]
[ -3.04588075e-02 -1.07562591e-01 -7.48678289e-02 -1.26360736e-01
5.28030047e-01 2.75708845e-01 5.78428534e-01 1.13079728e-01
-1.81385497e-01 -3.77596002e-01]
[ -1.95870815e-02 -4.11758084e-01 -3.15375811e-02 -7.70359222e-02
6.72010805e-01 1.01944797e-01 5.44551967e-01 9.11117756e-02
2.65785997e-02 -3.89369708e-01]
[ 9.98296797e-03 -4.63701292e-01 -4.38499248e-02 -1.08602028e-01
6.80585673e-01 2.38147164e-02 5.08721859e-01 4.85401393e-02
-3.65176504e-01 -2.20967251e-01]
[ -1.72749231e-01 -6.08954233e-01 -1.02224673e-02 -2.05410830e-01
7.76452749e-01 -9.02476001e-02 6.36360908e-01 -8.30901985e-02
-6.93015020e-02 8.19354505e-02]
[ -2.94306540e-01 -4.21492692e-01 5.60372095e-02 -4.59727249e-02
9.08745299e-01 1.41645114e-01 4.36734447e-01 4.77345131e-02
-8.75941241e-02 -1.34745777e-01]
[ -2.07389513e-01 -3.19142522e-01 2.50867678e-01 -2.44702504e-01
6.69439795e-01 -4.40146472e-02 7.02811397e-01 1.28955048e-02
-2.58538586e-01 -2.94574473e-02]
[ -1.29557740e-01 -2.25274827e-01 -1.80494779e-01 -9.96988818e-02
4.84589604e-01 -2.30608566e-01 1.79613918e-01 1.69036061e-01
-7.97568400e-03 -1.17020596e-01]
[ 1.06053060e-01 2.40035619e-01 1.61729965e-01 -9.87634146e-02
-6.33521605e-02 5.22973846e-02 -1.43755112e-01 2.82389749e-01
6.94264125e-02 1.72440901e-01]
[ 3.50231312e-01 3.31244095e-01 -8.22665845e-02 3.14067202e-01
-8.86033906e-01 -2.87979126e-01 -4.82603664e-01 1.77327508e-01
3.84887004e-01 -2.97166828e-02]
[ 4.65867738e-02 1.31203833e-01 2.52887724e-01 2.48229600e-01
-5.61606749e-02 -1.95808061e-01 -1.75405949e-01 -1.33041234e-01
-1.40146924e-01 -2.90537150e-01]
[ 2.16858164e-02 -7.12717725e-02 -1.19373711e-01 -5.69700018e-02
2.36852092e-01 4.10959516e-02 -1.22238794e-03 -1.84913010e-01
3.17081440e-02 2.04737104e-01]
[ 1.94540095e-03 -5.06139226e-02 -6.67389988e-02 -5.05001450e-02
-2.68589880e-02 -1.77609966e-01 8.31686015e-02 1.00347950e-02
3.77597833e-02 5.10055679e-03]
[ 2.61835358e-02 6.97015426e-02 2.42770164e-01 6.94616059e-02
-2.16920321e-01 -1.34043169e-01 1.13571053e-01 3.92169011e-02
-1.89309816e-01 1.02554825e-01]
[ 7.26201553e-02 3.67388480e-02 1.07632250e-01 7.43240516e-03
-2.40651532e-01 6.84305153e-02 5.92741230e-02 -2.70876474e-01
-1.74938008e-02 -8.84638475e-02]
[ -1.00574007e-02 9.90834941e-02 8.47844204e-02 -2.97625996e-02
-5.03040195e-02 1.80253847e-01 9.19297646e-02 1.18403384e-01
-2.13545620e-02 1.72258168e-01]
[ 2.22696729e-01 7.68698510e-02 2.91096789e-02 8.28514189e-02
2.72606105e-02 -2.40401294e-02 -1.73236885e-01 1.48504944e-01
-5.30800722e-02 -1.81750576e-02]
[ 4.64971472e-02 9.84992051e-03 1.85439135e-02 4.65073913e-02
-4.30331903e-01 -1.24401219e-01 -2.18247124e-01 4.15182978e-02
1.23020039e-01 1.97757634e-01]
[ 5.74400015e-02 5.26136561e-01 1.27602798e-01 4.33299580e-01
-1.18121527e+00 -3.07519659e-01 -6.13350996e-01 -7.09849251e-02
3.00158143e-01 3.44954176e-01]
[ 1.77283216e-01 4.99059729e-01 6.57123767e-02 4.24691198e-01
-9.27718938e-01 -8.32625219e-02 -4.38110252e-01 1.50886382e-01
2.08430985e-01 4.79878204e-01]
[ 2.62307809e-01 3.32279440e-01 2.49968005e-01 1.59895260e-01
-4.69460929e-01 7.68227681e-02 -2.39793690e-01 1.63526325e-01
2.48803536e-01 8.99993012e-02]
[ -7.32408928e-02 2.24096739e-01 2.41706959e-01 1.74717317e-02
-4.25934378e-02 1.30501027e-01 -1.03457817e-01 -1.50947835e-02
-3.21556942e-02 5.10285723e-02]
[ -9.79181185e-02 1.68939140e-04 2.51520367e-02 9.48392362e-02
-5.76118863e-02 1.15473828e-01 2.47835304e-01 2.02037188e-02
-2.73753557e-01 -9.19027256e-02]
[ -2.24193041e-01 -3.78512925e-02 -9.48096726e-02 -3.48652379e-01
1.95079645e-01 1.20710505e-01 1.14859046e-01 1.03056888e-01
-2.10606926e-01 2.81426408e-02]
[ 1.01457639e-02 -3.95877074e-01 -1.27523533e-01 -1.61517725e-01
3.71909134e-01 2.58125494e-02 1.87023079e-01 1.52482762e-01
-1.65343902e-01 -2.22286190e-01]
[ 1.21815403e-01 -2.23796570e-01 -1.51589290e-01 -1.39053957e-02
4.43309123e-02 -5.10111460e-02 7.67394749e-02 -1.52453383e-01
1.19706663e-01 -1.44984382e-01]
[ -1.17053961e-01 7.50004044e-02 2.63664022e-01 -7.56392064e-03
1.58257917e-01 8.12139293e-02 4.04398108e-02 -2.97533677e-01
-1.12708117e-01 -5.88123842e-02]
[ -3.52650626e-01 1.49483426e-02 1.24101128e-02 -3.30748734e-02
1.71755715e-01 -1.71890632e-01 2.06896214e-02 2.33945398e-01
-9.11823689e-02 6.82119550e-02]
[ 1.41831225e-01 1.58368566e-02 -2.35770422e-01 -8.75018268e-02
1.21832598e-01 -2.96631417e-01 7.49871656e-02 -1.68025928e-01
-2.89080443e-03 -1.93384217e-01]
[ 2.12534132e-01 -1.83131273e-01 6.45458326e-02 -2.14836340e-02
9.35297063e-02 -3.61200917e-02 3.65974963e-02 -1.36628136e-01
1.14800544e-01 -1.77809268e-01]
[ -1.03684354e-01 -7.13871957e-02 1.22179947e-01 1.11497652e-01
3.47398536e-02 -1.14202474e-01 2.55138557e-01 -7.77321548e-02
1.85661787e-01 -1.62524165e-03]
[ -5.73452104e-03 -1.81484929e-01 1.99183828e-01 -2.49959736e-01
-9.13124556e-02 1.17019082e-01 6.89680063e-02 -1.17290844e-01
2.19414117e-02 2.21005009e-01]]
[[ 0.63962059]
[ 1.65666844]
[ 0.27254405]
[ 0.89240869]
[-2.69969782]
[-0.24715171]
[-1.6453156 ]
[ 0.0822589 ]
[ 0.7165113 ]
[ 0.90500141]]
Progress: 36.4% ... Training loss: 0.280 ... Validation loss: 0.452[[ 1.57003206e-01 2.12648494e-01 -1.07516919e-01 1.02390810e-01
-5.19726124e-01 -6.91750582e-02 -5.43991775e-02 1.21169139e-01
-6.45837150e-02 1.81542073e-01]
[ 1.55041086e-02 1.55577559e-01 -1.86910327e-02 4.79793619e-02
7.88240208e-02 -7.31963982e-03 3.09725134e-01 4.13990482e-02
1.43169591e-01 -2.57822506e-02]
[ 1.84415286e-01 7.09125023e-01 8.96405760e-03 -4.69402027e-02
5.50835065e-01 -2.08779154e-02 -7.95194802e-01 -4.10674360e-02
4.90234477e-02 2.74763114e-01]
[ 2.14032474e-02 -3.48387893e-01 -2.09012246e-01 1.27725002e-01
-8.79367619e-03 1.40804248e-01 1.72244184e-01 6.09605517e-02
9.00489008e-02 2.37694705e-01]
[ -1.54684651e-02 1.13616803e-01 -1.47873493e-01 4.38428575e-02
-2.20147254e-02 -1.81703810e-01 5.73095395e-02 -1.18214269e-01
-1.91525526e-01 -3.54019531e-02]
[ -3.81609713e-01 -6.12242656e-01 -2.95417566e-01 1.65012966e-01
-2.91366221e-02 3.95350037e-02 3.05938238e-01 -3.74511713e-02
-1.62211522e-02 -1.12871082e-02]
[ -7.05265087e-03 -2.18837776e-01 8.68054375e-03 8.67169628e-02
1.08628898e-02 -6.99086629e-02 1.82400265e-01 -1.90939153e-01
1.91798129e-01 2.89707149e-02]
[ 1.08949326e-01 -2.53603005e-01 3.28736422e-02 -7.45819876e-02
6.51969387e-02 -4.71897059e-02 8.09449010e-02 1.19058712e-01
7.71175912e-02 -2.68782686e-02]
[ -1.74368762e-01 -1.38346584e-01 -3.03251877e-01 -2.12070435e-02
-1.19317156e-02 6.92587549e-02 -1.45452769e-01 -2.91315499e-02
2.62530185e-01 -1.32746547e-01]
[ 4.94112971e-02 -3.89539322e-01 8.67171861e-02 2.30896869e-02
-6.19399510e-02 -1.15944105e-01 1.89162123e-01 -1.05067101e-01
1.61573469e-02 9.62066684e-02]
[ -8.52033494e-02 -6.63140810e-02 8.35230430e-04 -1.44193022e-01
-2.36280549e-02 1.77498696e-02 1.94218882e-01 -1.02789114e-01
-1.27578443e-02 -1.26143528e-01]
[ -1.23912460e-01 -1.70228733e-01 -7.16900084e-02 -5.09367324e-03
3.85112159e-01 1.02459217e-01 1.26203123e-01 -1.65682862e-02
-1.73955379e-01 -2.18972849e-01]
[ -1.57533965e-01 3.66753400e-03 6.16462445e-02 2.09043254e-02
-1.70781290e-01 -2.19462599e-01 -1.76832215e-01 -1.97090736e-01
8.62012488e-02 1.73104853e-01]
[ -2.68570409e-01 -3.24927965e-01 1.00779836e-01 2.31147300e-01
-1.07249215e-01 -6.97948603e-02 6.70201209e-02 -2.59192498e-01
-2.56839436e-01 -6.75038685e-02]
[ 1.05416661e-01 -1.73352419e-01 -2.07611316e-02 1.22047582e-01
-4.57802444e-02 -8.88334487e-02 2.26895179e-01 3.34857272e-03
2.94754104e-02 7.95937740e-03]
[ 4.08131966e-02 -8.67783067e-02 -2.09270096e-01 1.56590371e-01
-6.39533745e-02 8.21074025e-02 -5.04130591e-02 -1.94488618e-02
-8.52376130e-02 1.04774033e-03]
[ -1.15461754e-01 -6.41471889e-02 -1.99891353e-01 1.64557940e-01
-1.21341565e-02 1.32159858e-01 -2.13812232e-03 -2.49726253e-01
7.70337566e-02 -1.89831450e-01]
[ -7.21859252e-02 -5.03349132e-02 2.74064166e-01 9.46497487e-02
1.32866397e-01 -5.99274812e-02 -1.12945933e-01 1.20214622e-01
7.01915795e-02 3.03982624e-02]
[ 5.66452737e-02 -2.46624220e-02 8.76277067e-02 8.65847236e-02
5.48454794e-02 -1.65213690e-02 2.25034194e-01 1.20385635e-01
-2.89117335e-02 -6.32421509e-02]
[ 1.14713087e-02 -1.45697887e-01 -2.90660052e-01 -4.81670735e-02
1.46081256e-01 -9.30970280e-02 1.48575066e-01 1.63520893e-01
1.10637267e-01 -2.67447418e-02]
[ 5.09509916e-02 -1.42995642e-02 -1.15529591e-01 4.74475907e-02
-1.07816178e-01 3.20788221e-01 2.59505694e-01 2.04962233e-01
-1.57925531e-01 -5.88177313e-02]
[ -4.37517168e-04 -1.82677197e-02 1.21651027e-01 1.02264570e-01
1.03774959e-02 1.06530223e-01 -1.10820247e-01 -4.19659781e-02
2.10780940e-01 7.55630510e-02]
[ 1.12631140e-01 8.11028828e-02 -4.42603502e-02 -9.48528098e-02
-1.04891388e-01 -3.31065148e-01 1.13119943e-01 8.82653028e-03
1.45703880e-01 9.26230328e-02]
[ -1.00672852e-01 -1.89655181e-02 -1.55240733e-02 2.30124115e-02
1.75728886e-03 -2.04078888e-01 -7.74046625e-02 -1.99187746e-02
1.66424738e-02 1.27735373e-01]
[ -1.54735231e-01 -1.08888569e-01 -2.01235780e-01 -1.47661566e-02
-2.71932140e-01 -1.36024285e-03 3.34892915e-02 -2.47238456e-02
-5.40267624e-03 4.85010043e-02]
[ -3.10297783e-02 -1.09225865e-01 -7.51113921e-02 -1.27167921e-01
5.30290538e-01 2.75929362e-01 5.80014150e-01 1.13009145e-01
-1.82010792e-01 -3.78431536e-01]
[ -1.98544674e-02 -4.12261494e-01 -3.16486900e-02 -7.74136373e-02
6.73102280e-01 1.02050654e-01 5.45122428e-01 9.10773360e-02
2.62801087e-02 -3.89756764e-01]
[ 1.00018535e-02 -4.63860401e-01 -4.38495518e-02 -1.08601233e-01
6.80555055e-01 2.38105636e-02 5.08922182e-01 4.85413345e-02
-3.65175372e-01 -2.20988662e-01]
[ -1.72816647e-01 -6.09034190e-01 -1.02497120e-02 -2.05496913e-01
7.76620479e-01 -9.02247921e-02 6.36475082e-01 -8.30975259e-02
-6.93673258e-02 8.18761748e-02]
[ -2.94287378e-01 -4.21529198e-01 5.60482194e-02 -4.59361271e-02
9.08557404e-01 1.41640194e-01 4.36706362e-01 4.77373546e-02
-8.75720719e-02 -1.34706931e-01]
[ -2.07302049e-01 -3.19254388e-01 2.50913253e-01 -2.44557247e-01
6.69067230e-01 -4.40632685e-02 7.02831293e-01 1.29100477e-02
-2.58417318e-01 -2.92995001e-02]
[ -1.29583867e-01 -2.25406300e-01 -1.80503102e-01 -9.97151497e-02
4.84542842e-01 -2.30602562e-01 1.79760691e-01 1.69034400e-01
-7.98496977e-03 -1.17059967e-01]
[ 1.05241053e-01 2.38479476e-01 1.61414653e-01 -9.98744373e-02
-6.07430743e-02 5.26022113e-02 -1.42294504e-01 2.82286217e-01
6.85798808e-02 1.71391868e-01]
[ 3.49874538e-01 3.30332221e-01 -8.24087887e-02 3.13598211e-01
-8.85289993e-01 -2.87833299e-01 -4.81611179e-01 1.77281556e-01
3.84564707e-01 -3.02215073e-02]
[ 4.63902167e-02 1.30713310e-01 2.52806591e-01 2.47994354e-01
-5.53616717e-02 -1.95732136e-01 -1.74911525e-01 -1.33065091e-01
-1.40357701e-01 -2.90814926e-01]
[ 1.99954091e-02 -7.53941106e-02 -1.20115485e-01 -5.93810321e-02
2.43009895e-01 4.17508051e-02 2.71059668e-03 -1.85131934e-01
2.97809630e-02 2.02430232e-01]
[ 2.04437564e-03 -5.03589466e-02 -6.67059478e-02 -5.03784473e-02
-2.72865785e-02 -1.77658463e-01 8.29302914e-02 1.00435271e-02
3.78359800e-02 5.21883449e-03]
[ 2.64316918e-02 7.03638559e-02 2.42875015e-01 6.97981170e-02
-2.17927162e-01 -1.34125075e-01 1.12979259e-01 3.92411293e-02
-1.89038496e-01 1.02877659e-01]
[ 7.27806539e-02 3.70576050e-02 1.07692034e-01 7.60955798e-03
-2.41198386e-01 6.83715249e-02 5.87196580e-02 -2.70870232e-01
-1.73463283e-02 -8.82389252e-02]
[ -1.06995609e-02 9.75881712e-02 8.45164425e-02 -3.06438210e-02
-4.77105458e-02 1.80493356e-01 9.34790397e-02 1.18324225e-01
-2.20599855e-02 1.71395751e-01]
[ 2.23101670e-01 7.76720395e-02 2.92942957e-02 8.34455124e-02
2.53375435e-02 -2.42035549e-02 -1.74190950e-01 1.48561700e-01
-5.26134333e-02 -1.75645148e-02]
[ 4.63667458e-02 9.64876149e-03 1.84893207e-02 4.63370591e-02
-4.29917771e-01 -1.24364701e-01 -2.18084787e-01 4.15023189e-02
1.22875820e-01 1.97591061e-01]
[ 5.73806732e-02 5.25432141e-01 1.27552386e-01 4.33205236e-01
-1.18128534e+00 -3.07504392e-01 -6.12498472e-01 -7.09963370e-02
3.00143926e-01 3.44898716e-01]
[ 1.77216530e-01 4.98712497e-01 6.56852172e-02 4.24645025e-01
-9.27574606e-01 -8.32439736e-02 -4.37894527e-01 1.50883372e-01
2.08364140e-01 4.79779834e-01]
[ 2.61896029e-01 3.31400075e-01 2.49789332e-01 1.59340905e-01
-4.67998259e-01 7.69860157e-02 -2.38875269e-01 1.63472040e-01
2.48370303e-01 8.94232073e-02]
[ -7.30119304e-02 2.24634374e-01 2.41790474e-01 1.78056685e-02
-4.36082548e-02 1.30410279e-01 -1.04078102e-01 -1.50669637e-02
-3.19030670e-02 5.13605083e-02]
[ -9.78641628e-02 4.57991397e-04 2.51782852e-02 9.49158182e-02
-5.80845669e-02 1.15447919e-01 2.47516105e-01 2.02110832e-02
-2.73678203e-01 -9.18133394e-02]
[ -2.24555560e-01 -3.85420133e-02 -9.49619181e-02 -3.49154518e-01
1.96394399e-01 1.20854497e-01 1.15655033e-01 1.03008626e-01
-2.11014109e-01 2.76153955e-02]
[ 9.93079681e-03 -3.96224373e-01 -1.27608853e-01 -1.61817559e-01
3.72641934e-01 2.58969637e-02 1.87421185e-01 1.52455150e-01
-1.65590225e-01 -2.22592883e-01]
[ 1.21079080e-01 -2.25154436e-01 -1.51869663e-01 -1.48257200e-02
4.47468274e-02 -5.07249095e-02 7.83884656e-02 -1.52551923e-01
1.19050823e-01 -1.45979023e-01]
[ -1.17469160e-01 7.34823324e-02 2.63469964e-01 -8.09875965e-03
1.60947637e-01 8.13815166e-02 4.21656388e-02 -2.97583935e-01
-1.13239448e-01 -5.92827657e-02]
[ -3.53950136e-01 1.19108834e-02 1.18494367e-02 -3.48940506e-02
1.76670887e-01 -1.71395726e-01 2.37027011e-02 2.33781778e-01
-9.26408385e-02 6.65268564e-02]
[ 1.40709518e-01 1.28158999e-02 -2.36242224e-01 -8.90902660e-02
1.26351768e-01 -2.96206522e-01 7.77588199e-02 -1.68168381e-01
-4.09396028e-03 -1.95019753e-01]
[ 2.12463889e-01 -1.83254171e-01 6.45020190e-02 -2.16375967e-02
9.38142586e-02 -3.61007069e-02 3.67392093e-02 -1.36639660e-01
1.14676961e-01 -1.77986165e-01]
[ -1.04636003e-01 -7.37533780e-02 1.21770930e-01 1.10210629e-01
3.66191306e-02 -1.13850919e-01 2.57115554e-01 -7.78563115e-02
1.84643654e-01 -2.94571373e-03]
[ -5.69438002e-03 -1.81628563e-01 1.99205548e-01 -2.49895287e-01
-9.16243577e-02 1.16985461e-01 6.87936582e-02 -1.17296566e-01
2.20428586e-02 2.21108721e-01]]
[[ 0.62325024]
[ 1.64358262]
[ 0.25829669]
[ 0.87745637]
[-2.71579034]
[-0.25948319]
[-1.66019951]
[ 0.06694374]
[ 0.69953829]
[ 0.88800001]]
Progress: 36.5% ... Training loss: 0.276 ... Validation loss: 0.448[[ 1.57217785e-01 2.13360439e-01 -1.07492522e-01 1.02227812e-01
-5.18583514e-01 -6.91739906e-02 -5.50257620e-02 1.21169768e-01
-6.44800588e-02 1.81356755e-01]
[ 1.57017003e-02 1.56139835e-01 -1.86318568e-02 4.82250577e-02
7.84087830e-02 -7.40449114e-03 3.09194908e-01 4.14157948e-02
1.43344733e-01 -2.55045744e-02]
[ 1.87815630e-01 7.15830008e-01 1.02069885e-02 -4.28911382e-02
5.45504888e-01 -2.21930250e-02 -8.03854075e-01 -4.07464017e-02
5.26204286e-02 2.79169228e-01]
[ 2.10570506e-02 -3.48224404e-01 -2.09040432e-01 1.27604736e-01
-8.20663959e-03 1.40817884e-01 1.72706332e-01 6.09603182e-02
8.99498201e-02 2.37570390e-01]
[ -1.40224881e-02 1.15718843e-01 -1.47281246e-01 4.58850129e-02
-2.54773037e-02 -1.82260116e-01 5.41209275e-02 -1.18055153e-01
-1.89802989e-01 -3.35694523e-02]
[ -3.82071019e-01 -6.12574462e-01 -2.95620914e-01 1.64355326e-01
-2.98642123e-02 3.97217303e-02 3.06972276e-01 -3.74973106e-02
-1.66999484e-02 -1.22183032e-02]
[ -5.98074216e-03 -2.17027100e-01 9.12494306e-03 8.81615308e-02
7.44817852e-03 -7.03130531e-02 1.80150423e-01 -1.90827359e-01
1.93007596e-01 3.04992711e-02]
[ 1.10661202e-01 -2.49694148e-01 3.34815998e-02 -7.25294401e-02
6.02328885e-02 -4.78336565e-02 7.63345986e-02 1.19214811e-01
7.89442455e-02 -2.47729687e-02]
[ -1.74728951e-01 -1.39123199e-01 -3.03343558e-01 -2.16595647e-02
-1.02107039e-02 6.93830253e-02 -1.44247837e-01 -2.91631197e-02
2.62089039e-01 -1.33149172e-01]
[ 5.03649210e-02 -3.86162611e-01 8.70470157e-02 2.40893672e-02
-6.57103740e-02 -1.16293931e-01 1.86299822e-01 -1.04982042e-01
1.70580168e-02 9.70902636e-02]
[ -8.43272451e-02 -6.53962769e-02 1.20766246e-03 -1.42982303e-01
-2.66819300e-02 1.74240733e-02 1.92751074e-01 -1.02702524e-01
-1.17142990e-02 -1.24938972e-01]
[ -1.23779898e-01 -1.69912135e-01 -7.16349419e-02 -4.91711836e-03
3.84551117e-01 1.02397496e-01 1.25912057e-01 -1.65497520e-02
-1.73783415e-01 -2.18760965e-01]
[ -1.57533965e-01 3.66753400e-03 6.16462445e-02 2.09043254e-02
-1.70781290e-01 -2.19462599e-01 -1.76832215e-01 -1.97090736e-01
8.62012488e-02 1.73104853e-01]
[ -2.69245973e-01 -3.25842662e-01 1.00482710e-01 2.30148045e-01
-1.05861052e-01 -6.94813956e-02 6.84239439e-02 -2.59271661e-01
-2.57694494e-01 -6.85873751e-02]
[ 1.05298501e-01 -1.73469652e-01 -2.07897799e-02 1.22023449e-01
-4.69834992e-02 -8.88001232e-02 2.27233994e-01 3.34242898e-03
2.94428130e-02 7.84373258e-03]
[ 4.09175956e-02 -8.65681377e-02 -2.09244042e-01 1.56607252e-01
-6.38254693e-02 8.20504607e-02 -5.06605230e-02 -1.94347905e-02
-8.51034698e-02 9.78421820e-04]
[ -1.15409827e-01 -6.43072389e-02 -1.99869590e-01 1.64643482e-01
-1.19486498e-02 1.32140950e-01 -2.09479626e-03 -2.49718135e-01
7.70748566e-02 -1.89752162e-01]
[ -7.14573294e-02 -4.86567106e-02 2.74356209e-01 9.56036567e-02
1.30390710e-01 -6.02077637e-02 -1.14763948e-01 1.20286170e-01
7.10098682e-02 3.14098970e-02]
[ 5.67342502e-02 -2.47424812e-02 8.76568399e-02 8.66196884e-02
5.48902854e-02 -1.65235391e-02 2.25022995e-01 1.20387429e-01
-2.88586990e-02 -6.31323797e-02]
[ 1.11259684e-02 -1.46686686e-01 -2.90880580e-01 -4.88869677e-02
1.48785581e-01 -9.29099703e-02 1.48954920e-01 1.63465505e-01
1.10193280e-01 -2.73378793e-02]
[ 5.28310023e-02 -1.01822232e-02 -1.14769946e-01 5.00317947e-02
-1.14960477e-01 3.20019191e-01 2.55177648e-01 2.05159868e-01
-1.55798234e-01 -5.62817256e-02]
[ 5.77881681e-04 -1.52483547e-02 1.22110205e-01 1.03768203e-01
6.21792806e-03 1.06073218e-01 -1.13384552e-01 -4.18474461e-02
2.11834977e-01 7.70251950e-02]
[ 1.11822545e-01 7.90090734e-02 -4.45739334e-02 -9.59853517e-02
-1.01476021e-01 -3.30725638e-01 1.15265732e-01 8.73912086e-03
1.44852577e-01 9.15034164e-02]
[ -1.00807418e-01 -1.92010894e-02 -1.55746139e-02 2.28235808e-02
2.33691638e-03 -2.04023338e-01 -7.70656338e-02 -1.99331644e-02
1.64944165e-02 1.27544661e-01]
[ -1.54560025e-01 -1.08712315e-01 -2.01155844e-01 -1.44936796e-02
-2.72780369e-01 -1.44215805e-03 3.31865111e-02 -2.47028677e-02
-5.18339429e-03 4.87741330e-02]
[ -3.11120048e-02 -1.09464172e-01 -7.51500304e-02 -1.27298413e-01
5.30657380e-01 2.75964047e-01 5.80259606e-01 1.12999764e-01
-1.82114973e-01 -3.78563431e-01]
[ -1.97120504e-02 -4.11865413e-01 -3.15862271e-02 -7.71943990e-02
6.72635790e-01 1.01985346e-01 5.44723191e-01 9.10936628e-02
2.64391440e-02 -3.89531902e-01]
[ 9.86989677e-03 -4.64126192e-01 -4.39028340e-02 -1.08784910e-01
6.81124659e-01 2.38646686e-02 5.09241276e-01 4.85279877e-02
-3.65320802e-01 -2.21177899e-01]
[ -1.72766483e-01 -6.09141704e-01 -1.02255785e-02 -2.05416048e-01
7.76264956e-01 -9.02497516e-02 6.36562608e-01 -8.30929049e-02
-6.93014587e-02 8.19788680e-02]
[ -2.93907217e-01 -4.21184878e-01 5.62290510e-02 -4.52974575e-02
9.06626216e-01 1.41456034e-01 4.36265599e-01 4.77849321e-02
-8.70642114e-02 -1.34106400e-01]
[ -2.07319310e-01 -3.19269852e-01 2.50903478e-01 -2.44589272e-01
6.69154528e-01 -4.40534395e-02 7.02844562e-01 1.29075305e-02
-2.58443100e-01 -2.93326151e-02]
[ -1.29449267e-01 -2.25208998e-01 -1.80450098e-01 -9.95080261e-02
4.83858584e-01 -2.30659335e-01 1.79554783e-01 1.69050436e-01
-7.81686925e-03 -1.16858797e-01]
[ 1.04966720e-01 2.37847681e-01 1.61296437e-01 -1.00270930e-01
-5.96267722e-02 5.27181335e-02 -1.41574761e-01 2.82256348e-01
6.82743951e-02 1.70993706e-01]
[ 3.49503188e-01 3.29905098e-01 -8.25897277e-02 3.12957571e-01
-8.83941462e-01 -2.87661477e-01 -4.80955191e-01 1.77235070e-01
3.84037111e-01 -3.08249587e-02]
[ 4.63665703e-02 1.30879713e-01 2.52793558e-01 2.47939610e-01
-5.53490843e-02 -1.95715490e-01 -1.75015276e-01 -1.33069808e-01
-1.40396191e-01 -2.90859254e-01]
[ 2.02408965e-02 -7.49220716e-02 -1.19988738e-01 -5.90098686e-02
2.41851057e-01 4.16419653e-02 2.16194810e-03 -1.85105513e-01
3.00807983e-02 2.02747525e-01]
[ 2.10107862e-03 -5.01893993e-02 -6.66791789e-02 -5.03041870e-02
-2.76174497e-02 -1.77690160e-01 8.27168834e-02 1.00502310e-02
3.79383585e-02 5.26647723e-03]
[ 2.66045488e-02 7.09100536e-02 2.42949732e-01 7.00478716e-02
-2.18624892e-01 -1.34194414e-01 1.12467640e-01 3.92597414e-02
-1.88841233e-01 1.03116150e-01]
[ 7.25659532e-02 3.66689573e-02 1.07596621e-01 7.30182708e-03
-2.40139275e-01 6.84591169e-02 5.92837996e-02 -2.70891543e-01
-1.75947274e-02 -8.85438578e-02]
[ -1.02063971e-02 9.87780854e-02 8.46939704e-02 -3.00301132e-02
-4.94150948e-02 1.80296371e-01 9.22120458e-02 1.18369541e-01
-2.15232126e-02 1.72057642e-01]
[ 2.23284269e-01 7.83164904e-02 2.93929339e-02 8.37526512e-02
2.46416859e-02 -2.42874544e-02 -1.74753370e-01 1.48584188e-01
-5.23837389e-02 -1.72630600e-02]
[ 4.61365927e-02 9.02495446e-03 1.83867783e-02 4.59671199e-02
-4.28827928e-01 -1.24259847e-01 -2.17492405e-01 4.14739494e-02
1.22590372e-01 1.97231006e-01]
[ 5.83546012e-02 5.26824259e-01 1.27938225e-01 4.34479689e-01
-1.18530001e+00 -3.07837425e-01 -6.14265838e-01 -7.09043289e-02
3.01186828e-01 3.46071755e-01]
[ 1.77562618e-01 5.00301970e-01 6.57764097e-02 4.24867459e-01
-9.28388751e-01 -8.33682955e-02 -4.39202077e-01 1.50915227e-01
2.08628412e-01 4.79998155e-01]
[ 2.61572124e-01 3.30538944e-01 2.49654024e-01 1.58852091e-01
-4.66419914e-01 7.71407992e-02 -2.38191220e-01 1.63433272e-01
2.47984101e-01 8.89648099e-02]
[ -7.32937847e-02 2.24057116e-01 2.41676522e-01 1.74241398e-02
-4.24129515e-02 1.30529465e-01 -1.03453764e-01 -1.50954137e-02
-3.21933282e-02 5.09785280e-02]
[ -9.74551527e-02 1.56549288e-03 2.53431227e-02 9.55310127e-02
-5.99634710e-02 1.15265271e-01 2.46347310e-01 2.02577303e-02
-2.73190938e-01 -9.11929402e-02]
[ -2.24551056e-01 -3.85846043e-02 -9.49588133e-02 -3.49143478e-01
1.96384763e-01 1.20851585e-01 1.15693760e-01 1.03009385e-01
-2.11003992e-01 2.76173563e-02]
[ 1.02527920e-02 -3.95649178e-01 -1.27460231e-01 -1.61329566e-01
3.71575492e-01 2.57550711e-02 1.86751754e-01 1.52493176e-01
-1.65188136e-01 -2.22097041e-01]
[ 1.21212940e-01 -2.25179426e-01 -1.51845213e-01 -1.47688959e-02
4.48214966e-02 -5.07586131e-02 7.80902701e-02 -1.52547976e-01
1.19219058e-01 -1.45889358e-01]
[ -1.16618006e-01 7.45789855e-02 2.63805096e-01 -6.97643239e-03
1.57994225e-01 8.10689029e-02 4.05521148e-02 -2.97494148e-01
-1.12300987e-01 -5.81251989e-02]
[ -3.52449892e-01 1.52337468e-02 1.24360994e-02 -3.30331154e-02
1.71792600e-01 -1.71974787e-01 2.02681196e-02 2.33933439e-01
-9.09621035e-02 6.83495245e-02]
[ 1.40708392e-01 1.28680441e-02 -2.36250059e-01 -8.91328962e-02
1.27118423e-01 -2.96200396e-01 7.77347779e-02 -1.68172110e-01
-4.12169317e-03 -1.95035386e-01]
[ 2.12915274e-01 -1.81576404e-01 6.46913715e-02 -2.09397708e-02
9.16526222e-02 -3.63207200e-02 3.55054581e-02 -1.36586567e-01
1.15091681e-01 -1.77322546e-01]
[ -1.04715089e-01 -7.41329037e-02 1.21756857e-01 1.10203320e-01
3.66142043e-02 -1.13851618e-01 2.57383255e-01 -7.78579006e-02
1.84606933e-01 -2.96688588e-03]
[ -6.58851963e-03 -1.82762361e-01 1.98849188e-01 -2.51196305e-01
-8.98527604e-02 1.17388082e-01 7.05088758e-02 -1.17399554e-01
2.10233403e-02 2.19712043e-01]]
[[ 0.62953433]
[ 1.65226523]
[ 0.26474574]
[ 0.88390463]
[-2.70710169]
[-0.25341119]
[-1.65716201]
[ 0.07305316]
[ 0.70498741]
[ 0.89505696]]
Progress: 36.5% ... Training loss: 0.275 ... Validation loss: 0.445[[ 1.58537781e-01 2.17616290e-01 -1.06841848e-01 1.04332121e-01
-5.23666073e-01 -6.96710623e-02 -5.91538774e-02 1.21347538e-01
-6.29395775e-02 1.83416617e-01]
[ 1.56570540e-02 1.56175449e-01 -1.86487683e-02 4.81636266e-02
7.86393872e-02 -7.39228391e-03 3.09374249e-01 4.14136722e-02
1.43289774e-01 -2.55619880e-02]
[ 1.90906852e-01 7.21999378e-01 1.16830530e-02 -3.81122176e-02
5.35978732e-01 -2.35121579e-02 -8.10797137e-01 -4.03299433e-02
5.65156222e-02 2.84133966e-01]
[ 2.01064873e-02 -3.51379954e-01 -2.09575020e-01 1.26133215e-01
-3.91810612e-03 1.41228478e-01 1.76363965e-01 6.08166340e-02
8.85108650e-02 2.35753877e-01]
[ -1.46275118e-02 1.14553344e-01 -1.47426967e-01 4.53267095e-02
-2.36306677e-02 -1.82024818e-01 5.56817676e-02 -1.18087741e-01
-1.90082495e-01 -3.40312878e-02]
[ -3.83328801e-01 -6.14754402e-01 -2.96178696e-01 1.62592938e-01
-2.72114366e-02 4.02636611e-02 3.10172735e-01 -3.76525306e-02
-1.82202140e-02 -1.41799740e-02]
[ -6.13798485e-03 -2.17069482e-01 9.07424319e-03 8.79186647e-02
7.93091555e-03 -7.02401943e-02 1.80226775e-01 -1.90836865e-01
1.92862208e-01 3.03157939e-02]
[ 1.11568295e-01 -2.48002884e-01 3.39512425e-02 -7.09910460e-02
5.64205622e-02 -4.82278336e-02 7.42213491e-02 1.19344820e-01
8.02086857e-02 -2.32494716e-02]
[ -1.73662273e-01 -1.36848168e-01 -3.02884164e-01 -2.00647158e-02
-1.31794368e-02 6.89547104e-02 -1.46648488e-01 -2.90313210e-02
2.63152917e-01 -1.31748575e-01]
[ 5.06441068e-02 -3.84264644e-01 8.72018089e-02 2.45736984e-02
-6.71250591e-02 -1.16368498e-01 1.84914409e-01 -1.04935678e-01
1.73936230e-02 9.75072511e-02]
[ -8.33980743e-02 -6.35932446e-02 1.65972110e-03 -1.41417405e-01
-3.15060900e-02 1.70074113e-02 1.90749571e-01 -1.02570138e-01
-1.05994869e-02 -1.23533665e-01]
[ -1.24429509e-01 -1.71869162e-01 -7.19212386e-02 -5.83835841e-03
3.87144415e-01 1.02681023e-01 1.28061884e-01 -1.66314207e-02
-1.74571170e-01 -2.19804312e-01]
[ -1.57533965e-01 3.66753400e-03 6.16462445e-02 2.09043254e-02
-1.70781290e-01 -2.19462599e-01 -1.76832215e-01 -1.97090736e-01
8.62012488e-02 1.73104853e-01]
[ -2.70367040e-01 -3.27360222e-01 9.99696747e-02 2.28492099e-01
-1.02625418e-01 -6.89805054e-02 7.05133947e-02 -2.59408564e-01
-2.59061150e-01 -7.02332271e-02]
[ 1.05415875e-01 -1.73517277e-01 -2.07298382e-02 1.22260002e-01
-4.83906319e-02 -8.88697878e-02 2.27241956e-01 3.35747776e-03
2.96352523e-02 7.97123535e-03]
[ 4.01004691e-02 -8.89146039e-02 -2.09563257e-01 1.55485018e-01
-6.11209222e-02 8.23634138e-02 -4.82991355e-02 -1.95263037e-02
-8.60183908e-02 -1.97758980e-04]
[ -1.15233130e-01 -6.35790074e-02 -1.99789179e-01 1.64859745e-01
-1.20935171e-02 1.32075131e-01 -2.68176206e-03 -2.49692136e-01
7.72809682e-02 -1.89478112e-01]
[ -7.13661068e-02 -4.84604918e-02 2.74386460e-01 9.57284120e-02
1.30196755e-01 -6.02357326e-02 -1.14948781e-01 1.20295522e-01
7.11156559e-02 3.15297728e-02]
[ 5.73432607e-02 -2.31612682e-02 8.79088044e-02 8.74803501e-02
5.22659872e-02 -1.67601697e-02 2.23398981e-01 1.20460202e-01
-2.81610231e-02 -6.22979677e-02]
[ 1.08125445e-02 -1.47723505e-01 -2.91011893e-01 -4.93317647e-02
1.50143940e-01 -9.27786328e-02 1.49724685e-01 1.63430711e-01
1.09918154e-01 -2.76779368e-02]
[ 5.32107570e-02 -9.67855035e-03 -1.14563326e-01 5.06969073e-02
-1.16757005e-01 3.19828449e-01 2.54534544e-01 2.05215969e-01
-1.55270696e-01 -5.56543664e-02]
[ 1.12404829e-03 -1.36963268e-02 1.22386832e-01 1.04695670e-01
3.98810371e-03 1.05853337e-01 -1.14987495e-01 -4.17722887e-02
2.12523765e-01 7.78949563e-02]
[ 1.12642938e-01 8.09916519e-02 -4.42086531e-02 -9.47581575e-02
-1.03842151e-01 -3.31051004e-01 1.13400415e-01 8.84140229e-03
1.45664301e-01 9.25818724e-02]
[ -1.00815618e-01 -1.94068957e-02 -1.55784439e-02 2.28175743e-02
2.35685557e-03 -2.04024124e-01 -7.69902296e-02 -1.99334644e-02
1.64830663e-02 1.27537724e-01]
[ -1.54482079e-01 -1.08358008e-01 -2.01138990e-01 -1.43947140e-02
-2.72981661e-01 -1.45818221e-03 3.31526297e-02 -2.46989893e-02
-5.18274244e-03 4.87906897e-02]
[ -3.11725133e-02 -1.09642692e-01 -7.51740895e-02 -1.27384079e-01
5.31034254e-01 2.75988271e-01 5.80430273e-01 1.12993117e-01
-1.82176303e-01 -3.78655556e-01]
[ -1.94711803e-02 -4.11732972e-01 -3.14850660e-02 -7.68469404e-02
6.71551910e-01 1.01887203e-01 5.44547996e-01 9.11225625e-02
2.67193445e-02 -3.89247862e-01]
[ 9.95296223e-03 -4.64027656e-01 -4.38672618e-02 -1.08663302e-01
6.80756210e-01 2.38330351e-02 5.09149619e-01 4.85373104e-02
-3.65244866e-01 -2.21093437e-01]
[ -1.72591612e-01 -6.08926481e-01 -1.01515264e-02 -2.05157590e-01
7.75551515e-01 -9.03248087e-02 6.36273641e-01 -8.30711622e-02
-6.91053171e-02 8.22407758e-02]
[ -2.93622513e-01 -4.20807392e-01 5.63633737e-02 -4.48421743e-02
9.05276560e-01 1.41325356e-01 4.35818696e-01 4.78218324e-02
-8.67213555e-02 -1.33658961e-01]
[ -2.07380013e-01 -3.19614667e-01 2.50898638e-01 -2.44613061e-01
6.69210580e-01 -4.40522089e-02 7.03084984e-01 1.29048848e-02
-2.58466282e-01 -2.93539889e-02]
[ -1.29871726e-01 -2.26015155e-01 -1.80626197e-01 -1.00116622e-01
4.85552989e-01 -2.30492061e-01 1.80453986e-01 1.69000503e-01
-8.30730847e-03 -1.17456975e-01]
[ 1.04913205e-01 2.38273685e-01 1.61279660e-01 -1.00323424e-01
-5.99196331e-02 5.27237322e-02 -1.41981045e-01 2.82249028e-01
6.82168674e-02 1.70925556e-01]
[ 3.49694100e-01 3.30067221e-01 -8.25428634e-02 3.13115707e-01
-8.83732025e-01 -2.87702403e-01 -4.81318681e-01 1.77251600e-01
3.84208464e-01 -3.06216561e-02]
[ 4.59331109e-02 1.30045045e-01 2.52632223e-01 2.47410524e-01
-5.41183092e-02 -1.95570832e-01 -1.74064004e-01 -1.33113545e-01
-1.40830115e-01 -2.91437527e-01]
[ 1.99636177e-02 -7.55135790e-02 -1.20098091e-01 -5.93915049e-02
2.42887615e-01 4.17452822e-02 2.75430394e-03 -1.85136982e-01
2.97701951e-02 2.02381353e-01]
[ 2.57063418e-03 -4.89046483e-02 -6.64755788e-02 -4.96256502e-02
-2.96039904e-02 -1.77853540e-01 8.15694543e-02 1.01047909e-02
3.84686769e-02 5.94354977e-03]
[ 2.62456204e-02 7.01408660e-02 2.42786426e-01 6.95115351e-02
-2.17204868e-01 -1.34050631e-01 1.13173134e-01 3.92152623e-02
-1.89252670e-01 1.02570479e-01]
[ 7.23641002e-02 3.62520039e-02 1.07507590e-01 6.99972337e-03
-2.39306922e-01 6.85329561e-02 5.97804614e-02 -2.70912258e-01
-1.78331098e-02 -8.88359470e-02]
[ -9.76748880e-03 9.98827112e-02 8.49122532e-02 -2.93335404e-02
-5.11342604e-02 1.80103718e-01 9.11664096e-02 1.18428069e-01
-2.09640126e-02 1.72760508e-01]
[ 2.23064113e-01 7.77128392e-02 2.93076159e-02 8.34658641e-02
2.56873141e-02 -2.42150408e-02 -1.74173823e-01 1.48560616e-01
-5.26145742e-02 -1.75532640e-02]
[ 4.60479276e-02 8.96036816e-03 1.83460465e-02 4.58412044e-02
-4.28334468e-01 -1.24228310e-01 -2.17318879e-01 4.14671144e-02
1.22483947e-01 1.97101727e-01]
[ 5.84375393e-02 5.26933111e-01 1.27945426e-01 4.34565605e-01
-1.18551315e+00 -3.07765670e-01 -6.13904615e-01 -7.09011646e-02
3.01144127e-01 3.46067682e-01]
[ 1.78802478e-01 5.02948574e-01 6.64081264e-02 4.26869089e-01
-9.33793330e-01 -8.39019005e-02 -4.42006071e-01 1.51086875e-01
2.10174631e-01 4.81886145e-01]
[ 2.61065459e-01 3.29838885e-01 2.49440440e-01 1.58189445e-01
-4.65191731e-01 7.73435008e-02 -2.37329654e-01 1.63373948e-01
2.47410970e-01 8.82503185e-02]
[ -7.31836905e-02 2.24583892e-01 2.41683115e-01 1.75243641e-02
-4.29257132e-02 1.30497821e-01 -1.03917448e-01 -1.50897586e-02
-3.21210017e-02 5.10819717e-02]
[ -9.74862514e-02 1.71144510e-03 2.53147317e-02 9.54343227e-02
-5.98594886e-02 1.15293423e-01 2.46177509e-01 2.02506902e-02
-2.73258314e-01 -9.12857254e-02]
[ -2.24485374e-01 -3.84419845e-02 -9.49313844e-02 -3.49051547e-01
1.96113582e-01 1.20826268e-01 1.15538509e-01 1.03016771e-01
-2.10930823e-01 2.77047856e-02]
[ 1.01453674e-02 -3.95967095e-01 -1.27513645e-01 -1.61505585e-01
3.72117866e-01 2.57999211e-02 1.87041018e-01 1.52479640e-01
-1.65325899e-01 -2.22265182e-01]
[ 1.21633320e-01 -2.23185753e-01 -1.51644399e-01 -1.40112115e-02
4.18593177e-02 -5.09280328e-02 7.62287778e-02 -1.52490109e-01
1.19743604e-01 -1.45158471e-01]
[ -1.16546609e-01 7.45806544e-02 2.63837381e-01 -6.87268203e-03
1.57767064e-01 8.10329904e-02 4.06448931e-02 -2.97482593e-01
-1.12219207e-01 -5.80187893e-02]
[ -3.52189878e-01 1.57741037e-02 1.25449991e-02 -3.26950327e-02
1.71691044e-01 -1.72066363e-01 1.97344709e-02 2.33959772e-01
-9.07344946e-02 6.86115674e-02]
[ 1.41339392e-01 1.43619267e-02 -2.35948633e-01 -8.81641942e-02
1.25188544e-01 -2.96449234e-01 7.63385205e-02 -1.68085402e-01
-3.43048218e-03 -1.94189377e-01]
[ 2.14078826e-01 -1.79422080e-01 6.52547670e-02 -1.90096834e-02
8.67015323e-02 -3.68223826e-02 3.33026295e-02 -1.36429497e-01
1.16539461e-01 -1.75641723e-01]
[ -1.04252900e-01 -7.32296213e-02 1.21967030e-01 1.10888265e-01
3.46975540e-02 -1.14049184e-01 2.56426763e-01 -7.77997325e-02
1.85169692e-01 -2.24952272e-03]
[ -9.03830783e-03 -1.88105577e-01 1.97752748e-01 -2.54851568e-01
-8.14097913e-02 1.18425355e-01 7.61297283e-02 -1.17700172e-01
1.81503195e-02 2.16147455e-01]]
[[ 0.6350742 ]
[ 1.66117095]
[ 0.26678537]
[ 0.88640216]
[-2.7039654 ]
[-0.25257634]
[-1.65991835]
[ 0.07638432]
[ 0.70992171]
[ 0.89856748]]
Progress: 36.5% ... Training loss: 0.276 ... Validation loss: 0.443[[ 1.54004381e-01 2.07040357e-01 -1.08926325e-01 9.73840288e-02
-5.05557699e-01 -6.77614384e-02 -4.86048350e-02 1.20756732e-01
-6.83052268e-02 1.76682830e-01]
[ 1.52311200e-02 1.54821032e-01 -1.88414733e-02 4.75593838e-02
8.04468028e-02 -7.21169201e-03 3.10831546e-01 4.13624111e-02
1.42836505e-01 -2.62018136e-02]
[ 1.88134226e-01 7.14976128e-01 1.01921637e-02 -4.29903737e-02
5.49673726e-01 -2.21942948e-02 -8.04226090e-01 -4.07431036e-02
5.25816751e-02 2.79489876e-01]
[ 1.88156228e-02 -3.53779291e-01 -2.09891047e-01 1.24803280e-01
-9.00092835e-04 1.41721499e-01 1.80233124e-01 6.06813107e-02
8.74300241e-02 2.34058779e-01]
[ -1.64629337e-02 1.09812557e-01 -1.48098304e-01 4.28702211e-02
-1.84586609e-02 -1.81377361e-01 5.91205542e-02 -1.18308998e-01
-1.92016982e-01 -3.66156153e-02]
[ -3.83247703e-01 -6.14659757e-01 -2.96051991e-01 1.62870312e-01
-2.85138446e-02 4.01828428e-02 3.09991728e-01 -3.76324708e-02
-1.79723445e-02 -1.39701474e-02]
[ -6.87845942e-03 -2.18695022e-01 8.76060361e-03 8.69144981e-02
9.90238402e-03 -6.99664593e-02 1.81735957e-01 -1.90917979e-01
1.92066394e-01 2.93508295e-02]
[ 1.07763005e-01 -2.58180442e-01 3.21621043e-02 -7.69307368e-02
7.21290402e-02 -4.65786535e-02 8.40652121e-02 1.18833468e-01
7.55159862e-02 -2.91319807e-02]
[ -1.74156006e-01 -1.38300398e-01 -3.03077779e-01 -2.07399474e-02
-1.21889045e-02 6.91708127e-02 -1.44968256e-01 -2.90902647e-02
2.62713998e-01 -1.32410358e-01]
[ 4.78186936e-02 -3.92200448e-01 8.58312124e-02 1.99815889e-02
-5.58189240e-02 -1.15141450e-01 1.92480641e-01 -1.05321510e-01
1.38636349e-02 9.30313681e-02]
[ -8.53256731e-02 -6.82683802e-02 9.58808037e-04 -1.43836670e-01
-2.64210529e-02 1.77355107e-02 1.95421871e-01 -1.02788369e-01
-1.24819626e-02 -1.26025607e-01]
[ -1.24634898e-01 -1.72418906e-01 -7.20194178e-02 -6.16869883e-03
3.88121314e-01 1.02784074e-01 1.28675621e-01 -1.66587064e-02
-1.74838268e-01 -2.20135917e-01]
[ -1.57533965e-01 3.66753400e-03 6.16462445e-02 2.09043254e-02
-1.70781290e-01 -2.19462599e-01 -1.76832215e-01 -1.97090736e-01
8.62012488e-02 1.73104853e-01]
[ -2.70534902e-01 -3.27817517e-01 9.98958682e-02 2.28277600e-01
-1.02286538e-01 -6.89241315e-02 7.08309986e-02 -2.59426063e-01
-2.59204621e-01 -7.04220556e-02]
[ 1.05446971e-01 -1.73650716e-01 -2.06934022e-02 1.22365061e-01
-4.87228347e-02 -8.89139453e-02 2.27339259e-01 3.36542605e-03
2.97459303e-02 8.04651787e-03]
[ 3.98251870e-02 -8.88654850e-02 -2.09598599e-01 1.55165734e-01
-6.11016974e-02 8.24748860e-02 -4.78811854e-02 -1.95567574e-02
-8.62659220e-02 -5.88991357e-04]
[ -1.15724432e-01 -6.49308640e-02 -1.99989008e-01 1.64178790e-01
-1.01672539e-02 1.32261329e-01 -1.48740415e-03 -2.49744360e-01
7.67440509e-02 -1.90180955e-01]
[ -7.14725802e-02 -4.88758596e-02 2.74328427e-01 9.56144166e-02
1.30355561e-01 -6.01981178e-02 -1.14585533e-01 1.20283625e-01
7.10303149e-02 3.14688726e-02]
[ 5.67826936e-02 -2.45972698e-02 8.76465641e-02 8.66087499e-02
5.44604037e-02 -1.65258754e-02 2.24742500e-01 1.20385685e-01
-2.88828341e-02 -6.31651692e-02]
[ 1.00699151e-02 -1.50061450e-01 -2.91390217e-01 -5.05696205e-02
1.53572608e-01 -9.24336763e-02 1.51745629e-01 1.63326474e-01
1.08971627e-01 -2.88903434e-02]
[ 5.17665538e-02 -1.32692577e-02 -1.15242073e-01 4.84494495e-02
-1.10443294e-01 3.20463786e-01 2.57999509e-01 2.05020075e-01
-1.57089415e-01 -5.78738970e-02]
[ -1.93589247e-04 -1.69120963e-02 1.21805701e-01 1.02733679e-01
8.61263773e-03 1.06385313e-01 -1.11175322e-01 -4.19415925e-02
2.11002292e-01 7.59680413e-02]
[ 1.12457853e-01 8.05130185e-02 -4.42829688e-02 -9.50275466e-02
-1.03291535e-01 -3.30949010e-01 1.13815649e-01 8.81628235e-03
1.45479733e-01 9.23269216e-02]
[ -1.00991508e-01 -2.00177753e-02 -1.56471803e-02 2.25910548e-02
2.52873554e-03 -2.03964389e-01 -7.65135626e-02 -1.99518695e-02
1.63560959e-02 1.27298420e-01]
[ -1.54004643e-01 -1.07539915e-01 -2.00934609e-01 -1.36979424e-02
-2.75008386e-01 -1.65577904e-03 3.20809333e-02 -2.46387358e-02
-4.63965274e-03 4.94800897e-02]
[ -3.12851904e-02 -1.10215478e-01 -7.52247987e-02 -1.27545303e-01
5.31379023e-01 2.76039028e-01 5.80834343e-01 1.12980000e-01
-1.82275549e-01 -3.78810394e-01]
[ -1.97704168e-02 -4.12355604e-01 -3.16307674e-02 -7.73196656e-02
6.72805721e-01 1.02025103e-01 5.45217107e-01 9.10812738e-02
2.63407504e-02 -3.89726305e-01]
[ 1.01789304e-02 -4.63855576e-01 -4.37623445e-02 -1.08309713e-01
6.79695525e-01 2.37333034e-02 5.08879006e-01 4.85677840e-02
-3.64966325e-01 -2.20735773e-01]
[ -1.72777367e-01 -6.09493534e-01 -1.02230249e-02 -2.05391286e-01
7.76185623e-01 -9.02599310e-02 6.36943186e-01 -8.30922190e-02
-6.93046076e-02 8.19956650e-02]
[ -2.93511495e-01 -4.20834039e-01 5.64179053e-02 -4.46685065e-02
9.04839644e-01 1.41274376e-01 4.35746069e-01 4.78388694e-02
-8.65783155e-02 -1.33469502e-01]
[ -2.07330264e-01 -3.19517585e-01 2.50929271e-01 -2.44510082e-01
6.68872620e-01 -4.40810343e-02 7.02981665e-01 1.29139804e-02
-2.58378027e-01 -2.92402679e-02]
[ -1.30090134e-01 -2.26366937e-01 -1.80723756e-01 -1.00431285e-01
4.86495562e-01 -2.30402167e-01 1.80978930e-01 1.68973923e-01
-8.52463523e-03 -1.17771723e-01]
[ 1.03953092e-01 2.35647620e-01 1.60848366e-01 -1.01751080e-01
-5.59326448e-02 5.31288404e-02 -1.39309034e-01 2.82130123e-01
6.71500496e-02 1.69584338e-01]
[ 3.48153161e-01 3.26668869e-01 -8.31498290e-02 3.10986117e-01
-8.79459189e-01 -2.87091218e-01 -4.77569870e-01 1.77057018e-01
3.82481494e-01 -3.28597971e-02]
[ 4.55682255e-02 1.28876026e-01 2.52467134e-01 2.46839818e-01
-5.24343810e-02 -1.95415025e-01 -1.73123077e-01 -1.33162380e-01
-1.41276525e-01 -2.91995370e-01]
[ 1.96260356e-02 -7.65459626e-02 -1.20239694e-01 -5.98685420e-02
2.44124287e-01 4.18817090e-02 3.67807068e-03 -1.85178352e-01
2.93808276e-02 2.01901411e-01]
[ 2.66028450e-03 -4.87052633e-02 -6.64540354e-02 -4.95462765e-02
-2.99204636e-02 -1.77886150e-01 8.12477420e-02 1.01113640e-02
3.85277416e-02 6.03448185e-03]
[ 2.63494693e-02 7.05262457e-02 2.42829365e-01 6.96482102e-02
-2.17822819e-01 -1.34061853e-01 1.12764103e-01 3.92245538e-02
-1.89144798e-01 1.02717742e-01]
[ 7.24165082e-02 3.64086122e-02 1.07487027e-01 7.03737796e-03
-2.39449654e-01 6.85197035e-02 5.97325388e-02 -2.70910795e-01
-1.78236862e-02 -8.88078349e-02]
[ -1.04354661e-02 9.82473454e-02 8.46098857e-02 -3.03792573e-02
-4.84002940e-02 1.80382220e-01 9.26452638e-02 1.18341863e-01
-2.18012132e-02 1.71763297e-01]
[ 2.22847225e-01 7.69637663e-02 2.92232022e-02 8.31619339e-02
2.65392748e-02 -2.41322826e-02 -1.73567121e-01 1.48535243e-01
-5.28543966e-02 -1.78660339e-02]
[ 4.64227232e-02 9.83704223e-03 1.85105538e-02 4.63639766e-02
-4.29718591e-01 -1.24365787e-01 -2.17939087e-01 4.15124185e-02
1.22881083e-01 1.97636851e-01]
[ 5.72788625e-02 5.24335115e-01 1.27424657e-01 4.32836893e-01
-1.18096505e+00 -3.07300150e-01 -6.11487552e-01 -7.10490440e-02
2.99849622e-01 3.44424799e-01]
[ 1.78985214e-01 5.03369496e-01 6.64841481e-02 4.27108396e-01
-9.34685334e-01 -8.39675705e-02 -4.42386954e-01 1.51109508e-01
2.10354512e-01 4.82059014e-01]
[ 2.61360169e-01 3.30625756e-01 2.49574338e-01 1.58601695e-01
-4.66562257e-01 7.72191833e-02 -2.38146417e-01 1.63411776e-01
2.47765858e-01 8.86629606e-02]
[ -7.26922587e-02 2.25678211e-01 2.41889888e-01 1.82189585e-02
-4.48773011e-02 1.30306760e-01 -1.05108242e-01 -1.50293086e-02
-3.15787911e-02 5.17521599e-02]
[ -9.79813323e-02 5.62452203e-04 2.51087813e-02 9.47521272e-02
-5.79865264e-02 1.15477699e-01 2.47234726e-01 2.01919983e-02
-2.73779416e-01 -9.19726826e-02]
[ -2.24460578e-01 -3.83760645e-02 -9.49213359e-02 -3.49026139e-01
1.96018074e-01 1.20812929e-01 1.15476460e-01 1.03018992e-01
-2.10910342e-01 2.77280168e-02]
[ 9.74407188e-03 -3.96884871e-01 -1.27684664e-01 -1.62077720e-01
3.73729734e-01 2.59635948e-02 1.88076188e-01 1.52429806e-01
-1.65769601e-01 -2.22855714e-01]
[ 1.20212130e-01 -2.25797362e-01 -1.52223896e-01 -1.60257723e-02
4.69683273e-02 -5.03428116e-02 7.95252168e-02 -1.52671847e-01
1.18142161e-01 -1.47251839e-01]
[ -1.16731940e-01 7.40052563e-02 2.63776502e-01 -7.14250305e-03
1.58250013e-01 8.11031117e-02 4.12492014e-02 -2.97504364e-01
-1.12395319e-01 -5.83389035e-02]
[ -3.51941765e-01 1.60506993e-02 1.26746667e-02 -3.22977115e-02
1.70504235e-01 -1.72171797e-01 1.92507309e-02 2.33995981e-01
-9.04193340e-02 6.90043466e-02]
[ 1.40008679e-01 1.06424960e-02 -2.36551283e-01 -9.01763140e-02
1.30818682e-01 -2.95902695e-01 7.99352573e-02 -1.68248636e-01
-4.97652776e-03 -1.96135733e-01]
[ 2.12932627e-01 -1.82709340e-01 6.47112970e-02 -2.08380500e-02
9.16624034e-02 -3.63185178e-02 3.63720437e-02 -1.36585679e-01
1.15091799e-01 -1.77472909e-01]
[ -1.03870850e-01 -7.24020843e-02 1.22143874e-01 1.11472780e-01
3.27757808e-02 -1.14231127e-01 2.55209421e-01 -7.77472966e-02
1.85665936e-01 -1.69375396e-03]
[ -1.05434398e-02 -1.92176695e-01 1.97063046e-01 -2.57050252e-01
-7.71161061e-02 1.19065184e-01 8.01161809e-02 -1.17897241e-01
1.64306152e-02 2.14090502e-01]]
[[ 0.61293336]
[ 1.64351229]
[ 0.25147054]
[ 0.86825733]
[-2.71752891]
[-0.26714747]
[-1.67490723]
[ 0.05924325]
[ 0.69065806]
[ 0.87913882]]
Progress: 36.6% ... Training loss: 0.282 ... Validation loss: 0.452[[ 1.55408843e-01 2.09195720e-01 -1.08348415e-01 9.90618941e-02
-5.08983738e-01 -6.82861835e-02 -5.11317680e-02 1.20894948e-01
-6.69347035e-02 1.78630064e-01]
[ 1.54553109e-02 1.55238587e-01 -1.87465232e-02 4.78917981e-02
7.95289497e-02 -7.31109523e-03 3.10479455e-01 4.13843966e-02
1.43091572e-01 -2.58827410e-02]
[ 1.88036256e-01 7.16947942e-01 1.02001011e-02 -4.30716596e-02
5.48870559e-01 -2.21129854e-02 -8.05759437e-01 -4.07626305e-02
5.24624483e-02 2.79045542e-01]
[ 2.27010199e-02 -3.45538125e-01 -2.08262002e-01 1.30187936e-01
-1.36455032e-02 1.39851751e-01 1.70677213e-01 6.10743544e-02
9.14244851e-02 2.39851451e-01]
[ -1.99170185e-02 1.01640165e-01 -1.49519820e-01 3.83033975e-02
-4.89249615e-03 -1.79819301e-01 6.87007304e-02 -1.18628962e-01
-1.95105286e-01 -4.14956759e-02]
[ -3.81723279e-01 -6.12617345e-01 -2.95477966e-01 1.64854722e-01
-3.34217005e-02 3.95486912e-02 3.07499157e-01 -3.74885882e-02
-1.63606494e-02 -1.18317061e-02]
[ -5.21664795e-03 -2.14762130e-01 9.48972748e-03 8.93057678e-02
3.72077849e-03 -7.07268097e-02 1.77356252e-01 -1.90745100e-01
1.93865367e-01 3.19115621e-02]
[ 1.08647054e-01 -2.55650364e-01 3.25419721e-02 -7.57250365e-02
6.85187847e-02 -4.69138465e-02 8.17303538e-02 1.18911053e-01
7.63947356e-02 -2.80787407e-02]
[ -1.73249596e-01 -1.36503101e-01 -3.02681496e-01 -1.94857075e-02
-1.56940212e-02 6.87681557e-02 -1.47159307e-01 -2.89995553e-02
2.63575942e-01 -1.31138950e-01]
[ 5.09783163e-02 -3.85783717e-01 8.71525911e-02 2.43181926e-02
-6.80788403e-02 -1.16435696e-01 1.85251742e-01 -1.05021142e-01
1.71691655e-02 9.73444673e-02]
[ -8.38143748e-02 -6.50065214e-02 1.58024986e-03 -1.41793843e-01
-3.14891900e-02 1.70358726e-02 1.91968535e-01 -1.02634943e-01
-1.09914428e-02 -1.23772787e-01]
[ -1.24329123e-01 -1.71794816e-01 -7.18829382e-02 -5.71250940e-03
3.87244534e-01 1.02645606e-01 1.27959671e-01 -1.66274459e-02
-1.74482957e-01 -2.19678016e-01]
[ -1.57533965e-01 3.66753400e-03 6.16462445e-02 2.09043254e-02
-1.70781290e-01 -2.19462599e-01 -1.76832215e-01 -1.97090736e-01
8.62012488e-02 1.73104853e-01]
[ -2.70399655e-01 -3.27406458e-01 9.99209817e-02 2.28375827e-01
-1.02510533e-01 -6.89183073e-02 7.05585601e-02 -2.59418095e-01
-2.59107140e-01 -7.03033080e-02]
[ 1.06401986e-01 -1.72836671e-01 -2.03189411e-02 1.23641440e-01
-5.15332145e-02 -8.93597124e-02 2.26172538e-01 3.45897672e-03
3.07495267e-02 9.42398435e-03]
[ 4.07228123e-02 -8.68424864e-02 -2.09219052e-01 1.56452361e-01
-6.45878670e-02 8.20490039e-02 -5.03224169e-02 -1.94618472e-02
-8.52438124e-02 8.03868509e-04]
[ -1.15718869e-01 -6.52496951e-02 -1.99964665e-01 1.64152581e-01
-9.89997390e-03 1.32270178e-01 -1.36635478e-03 -2.49743124e-01
7.67482136e-02 -1.90100314e-01]
[ -7.11846798e-02 -4.80908008e-02 2.74449628e-01 9.60460549e-02
1.29110555e-01 -6.03342873e-02 -1.15403612e-01 1.20315129e-01
7.13720360e-02 3.19031047e-02]
[ 5.79079477e-02 -2.16611733e-02 8.81172219e-02 8.82137240e-02
5.01606037e-02 -1.70250146e-02 2.21772594e-01 1.20494057e-01
-2.77136856e-02 -6.15368101e-02]
[ 1.02925112e-02 -1.49758419e-01 -2.91307492e-01 -5.03425180e-02
1.52811489e-01 -9.24628361e-02 1.51490608e-01 1.63341214e-01
1.09158521e-01 -2.87523692e-02]
[ 5.14791328e-02 -1.36891327e-02 -1.15350719e-01 4.80464008e-02
-1.09297293e-01 3.20581670e-01 2.58647312e-01 2.04990355e-01
-1.57421333e-01 -5.83349058e-02]
[ 7.56070848e-04 -1.44195109e-02 1.22215209e-01 1.04141616e-01
4.40763905e-03 1.05973083e-01 -1.13882341e-01 -4.18464174e-02
2.11979242e-01 7.72970653e-02]
[ 1.12342385e-01 8.01449737e-02 -4.43167419e-02 -9.52317926e-02
-1.02773177e-01 -3.30918120e-01 1.14138349e-01 8.80634181e-03
1.45302251e-01 9.21506461e-02]
[ -1.00498262e-01 -1.87400496e-02 -1.54339248e-02 2.33154214e-02
1.07732366e-04 -2.04177886e-01 -7.77823808e-02 -1.99031382e-02
1.69674767e-02 1.28019063e-01]
[ -1.53697167e-01 -1.07173085e-01 -2.00813703e-01 -1.32860705e-02
-2.75692389e-01 -1.78973253e-03 3.14904305e-02 -2.46102075e-02
-4.39233618e-03 4.99212483e-02]
[ -3.14741000e-02 -1.10706141e-01 -7.52991111e-02 -1.27813968e-01
5.32326830e-01 2.76122750e-01 5.81354799e-01 1.12963176e-01
-1.82491244e-01 -3.79083021e-01]
[ -1.96305245e-02 -4.12018041e-01 -3.15738968e-02 -7.71249112e-02
6.72307220e-01 1.01964162e-01 5.44870633e-01 9.10944666e-02
2.64934196e-02 -3.89531296e-01]
[ 1.04932521e-02 -4.63318643e-01 -4.36310379e-02 -1.07854735e-01
6.78432855e-01 2.36016186e-02 5.08247153e-01 4.85981929e-02
-3.64618727e-01 -2.20311716e-01]
[ -1.72576776e-01 -6.09204676e-01 -1.01367247e-02 -2.05092028e-01
7.75318623e-01 -9.03478557e-02 6.36611203e-01 -8.30736404e-02
-6.90753929e-02 8.22905708e-02]
[ -2.93697025e-01 -4.21298155e-01 5.63414782e-02 -4.49212037e-02
9.05508523e-01 1.41353779e-01 4.36269166e-01 4.78217862e-02
-8.67832529e-02 -1.33729648e-01]
[ -2.07328673e-01 -3.19481946e-01 2.50934281e-01 -2.44492333e-01
6.68998743e-01 -4.40838605e-02 7.02914373e-01 1.29149052e-02
-2.58367744e-01 -2.92044305e-02]
[ -1.30352568e-01 -2.27006318e-01 -1.80814162e-01 -1.00773212e-01
4.87652798e-01 -2.30294175e-01 1.81686577e-01 1.68951631e-01
-8.77942147e-03 -1.18117007e-01]
[ 1.04431553e-01 2.36920719e-01 1.61047089e-01 -1.01039945e-01
-5.80112624e-02 5.29138931e-02 -1.40634646e-01 2.82174672e-01
6.76664550e-02 1.70239316e-01]
[ 3.50459892e-01 3.31207991e-01 -8.22224603e-02 3.14039915e-01
-8.85711071e-01 -2.88084467e-01 -4.82940298e-01 1.77282683e-01
3.84770773e-01 -2.94776396e-02]
[ 4.57355606e-02 1.28963875e-01 2.52540544e-01 2.46991937e-01
-5.31430308e-02 -1.95498216e-01 -1.73476707e-01 -1.33142696e-01
-1.41104601e-01 -2.91688993e-01]
[ 1.98180778e-02 -7.58070189e-02 -1.20134056e-01 -5.95234006e-02
2.43330414e-01 4.17634740e-02 3.06466294e-03 -1.85154743e-01
2.95967362e-02 2.02201521e-01]
[ 2.78010989e-03 -4.84609797e-02 -6.64032559e-02 -4.94260513e-02
-3.04269319e-02 -1.77940247e-01 8.09484761e-02 1.01214829e-02
3.86027354e-02 6.16578290e-03]
[ 2.73218427e-02 7.28868377e-02 2.43222731e-01 7.10199139e-02
-2.21603604e-01 -1.34476905e-01 1.10434058e-01 3.93180796e-02
-1.88056917e-01 1.04102892e-01]
[ 7.28887742e-02 3.73036197e-02 1.07677029e-01 7.68057049e-03
-2.41347163e-01 6.83417301e-02 5.86443009e-02 -2.70869423e-01
-1.73895362e-02 -8.82323772e-02]
[ -1.05839506e-02 9.79211019e-02 8.45492405e-02 -3.05906096e-02
-4.78178569e-02 1.80444111e-01 9.30185444e-02 1.18328670e-01
-2.19671802e-02 1.71564316e-01]
[ 2.22860312e-01 7.71389649e-02 2.92199276e-02 8.31432915e-02
2.63220870e-02 -2.41428814e-02 -1.73793468e-01 1.48533646e-01
-5.28605833e-02 -1.78889597e-02]
[ 4.63330569e-02 9.63180517e-03 1.84728172e-02 4.62319139e-02
-4.29453363e-01 -1.24328925e-01 -2.17675380e-01 4.15040077e-02
1.22764199e-01 1.97505016e-01]
[ 5.78300689e-02 5.25394237e-01 1.27655322e-01 4.33619525e-01
-1.18328431e+00 -3.07496275e-01 -6.12417312e-01 -7.09961571e-02
3.00468079e-01 3.45089304e-01]
[ 1.78821203e-01 5.03190897e-01 6.64139145e-02 4.26866564e-01
-9.34632565e-01 -8.38540900e-02 -4.42304967e-01 1.51086857e-01
2.10150590e-01 4.81819892e-01]
[ 2.61035967e-01 3.29979887e-01 2.49442358e-01 1.58138575e-01
-4.65591093e-01 7.73622576e-02 -2.37302210e-01 1.63380096e-01
2.47441913e-01 8.81885116e-02]
[ -7.23325251e-02 2.26561666e-01 2.42039413e-01 1.87497014e-02
-4.64599417e-02 1.30143379e-01 -1.06023575e-01 -1.49936913e-02
-3.11574138e-02 5.22835453e-02]
[ -9.82585463e-02 -2.47441862e-04 2.49972775e-02 9.43551845e-02
-5.67552781e-02 1.15581164e-01 2.48002512e-01 2.01669806e-02
-2.74082284e-01 -9.23671089e-02]
[ -2.24351296e-01 -3.80952241e-02 -9.48744722e-02 -3.48870754e-01
1.95595954e-01 1.20764187e-01 1.15173747e-01 1.03030470e-01
-2.10784365e-01 2.78878080e-02]
[ 9.96247981e-03 -3.96558697e-01 -1.27594673e-01 -1.61747671e-01
3.72709167e-01 2.58603219e-02 1.87728219e-01 1.52451997e-01
-1.65519166e-01 -2.22533119e-01]
[ 1.21292585e-01 -2.23059769e-01 -1.51730428e-01 -1.43661265e-02
4.25482259e-02 -5.08557523e-02 7.69473121e-02 -1.52558301e-01
1.19379210e-01 -1.45620280e-01]
[ -1.17185967e-01 7.28014463e-02 2.63594224e-01 -7.76264998e-03
1.60240127e-01 8.12954061e-02 4.26701056e-02 -2.97545178e-01
-1.12923265e-01 -5.89884272e-02]
[ -3.50262567e-01 1.97973938e-02 1.33847138e-02 -2.98295915e-02
1.63604227e-01 -1.72870367e-01 1.55418133e-02 2.34158494e-01
-8.84791437e-02 7.12750001e-02]
[ 1.39816177e-01 9.66108213e-03 -2.36660776e-01 -9.06480196e-02
1.32838959e-01 -2.95744541e-01 8.07158913e-02 -1.68278931e-01
-5.26654020e-03 -1.96539217e-01]
[ 2.14060965e-01 -1.79961559e-01 6.51896324e-02 -1.92128102e-02
8.68567162e-02 -3.68486468e-02 3.31606924e-02 -1.36468624e-01
1.16340040e-01 -1.75780594e-01]
[ -1.02519458e-01 -7.05685065e-02 1.22686508e-01 1.13172287e-01
2.92611427e-02 -1.14846570e-01 2.52634151e-01 -7.76166409e-02
1.86916419e-01 2.73863463e-04]
[ -1.01595970e-02 -1.90754437e-01 1.97209633e-01 -2.56575291e-01
-7.96908957e-02 1.18939465e-01 7.85899017e-02 -1.17864847e-01
1.67239728e-02 2.14605185e-01]]
[[ 0.63008953]
[ 1.65346844]
[ 0.26726599]
[ 0.88820319]
[-2.70483235]
[-0.25151509]
[-1.65567124]
[ 0.07669307]
[ 0.7118785 ]
[ 0.89799254]]
Progress: 36.6% ... Training loss: 0.275 ... Validation loss: 0.448[[ 1.55480335e-01 2.10119744e-01 -1.08194527e-01 9.95666060e-02
-5.11627856e-01 -6.84059594e-02 -5.15578169e-02 1.20950167e-01
-6.64534177e-02 1.79152773e-01]
[ 1.47272199e-02 1.53438047e-01 -1.90556996e-02 4.69011347e-02
8.27054943e-02 -7.01636566e-03 3.12373950e-01 4.13002158e-02
1.42384316e-01 -2.69072441e-02]
[ 1.89496227e-01 7.21065984e-01 1.10060300e-02 -4.05839975e-02
5.41118416e-01 -2.27932353e-02 -8.09223178e-01 -4.05292670e-02
5.45592490e-02 2.81459302e-01]
[ 2.32111741e-02 -3.43842296e-01 -2.08189248e-01 1.30891840e-01
-1.39633433e-02 1.39842086e-01 1.69901960e-01 6.10862806e-02
9.19632894e-02 2.40228119e-01]
[ -1.80879494e-02 1.05733972e-01 -1.48709468e-01 4.11059429e-02
-1.23702384e-02 -1.80604155e-01 6.35845491e-02 -1.18369898e-01
-1.92950633e-01 -3.86952311e-02]
[ -3.81745801e-01 -6.12740076e-01 -2.95476225e-01 1.64903513e-01
-3.36935889e-02 3.95081839e-02 3.07600109e-01 -3.74799129e-02
-1.63062563e-02 -1.17624752e-02]
[ -7.09981689e-03 -2.19234379e-01 8.74058443e-03 8.68198470e-02
9.98582756e-03 -6.99695129e-02 1.81829689e-01 -1.90959314e-01
1.92007272e-01 2.93081701e-02]
[ 1.10062303e-01 -2.52196225e-01 3.32521903e-02 -7.33512822e-02
6.15927011e-02 -4.75684018e-02 7.81718708e-02 1.19119794e-01
7.82881727e-02 -2.57277080e-02]
[ -1.74668795e-01 -1.40119962e-01 -3.03283276e-01 -2.14865510e-02
-1.03512163e-02 6.93111344e-02 -1.43213913e-01 -2.91693996e-02
2.62030207e-01 -1.33143904e-01]
[ 4.94417312e-02 -3.89379594e-01 8.66490555e-02 2.25688818e-02
-6.47079651e-02 -1.15963354e-01 1.89199820e-01 -1.05148967e-01
1.58444493e-02 9.56811010e-02]
[ -8.44850793e-02 -6.67099495e-02 1.30735570e-03 -1.42719674e-01
-2.88062896e-02 1.73050855e-02 1.93455747e-01 -1.02718702e-01
-1.15704467e-02 -1.24743550e-01]
[ -1.24031473e-01 -1.71253213e-01 -7.17454726e-02 -5.10158621e-03
3.85600640e-01 1.02509265e-01 1.27485682e-01 -1.65825042e-02
-1.74035236e-01 -2.19231968e-01]
[ -1.57533965e-01 3.66753400e-03 6.16462445e-02 2.09043254e-02
-1.70781290e-01 -2.19462599e-01 -1.76832215e-01 -1.97090736e-01
8.62012488e-02 1.73104853e-01]
[ -2.70298490e-01 -3.27292315e-01 9.99804806e-02 2.28561109e-01
-1.02887411e-01 -6.89755638e-02 7.03951851e-02 -2.59400402e-01
-2.58941826e-01 -7.01038771e-02]
[ 1.06032813e-01 -1.73331210e-01 -2.04810263e-02 1.23109492e-01
-5.02370175e-02 -8.92316902e-02 2.26727850e-01 3.41502595e-03
3.03120945e-02 8.90374896e-03]
[ 3.95386117e-02 -8.96785270e-02 -2.09708152e-01 1.54815027e-01
-6.08616208e-02 8.25222172e-02 -4.74959219e-02 -1.96043113e-02
-8.65437813e-02 -8.51530954e-04]
[ -1.16653709e-01 -6.74738316e-02 -2.00354766e-01 1.62947274e-01
-6.38163030e-03 1.32626920e-01 8.14238711e-04 -2.49844980e-01
7.57149566e-02 -1.91381450e-01]
[ -7.06720690e-02 -4.68130697e-02 2.74680459e-01 9.68257327e-02
1.26879456e-01 -6.05362970e-02 -1.16619111e-01 1.20381686e-01
7.21077762e-02 3.25792323e-02]
[ 5.76954649e-02 -2.23011092e-02 8.80427883e-02 8.78880772e-02
5.11361600e-02 -1.69241356e-02 2.22362130e-01 1.20466245e-01
-2.78889894e-02 -6.17762690e-02]
[ 1.06208545e-02 -1.48596268e-01 -2.91121374e-01 -4.96904879e-02
1.50838812e-01 -9.26176280e-02 1.50590341e-01 1.63399834e-01
1.09655546e-01 -2.81180806e-02]
[ 5.23298846e-02 -1.19310626e-02 -1.14929274e-01 4.94194623e-02
-1.13193813e-01 3.20181087e-01 2.56565875e-01 2.05110467e-01
-1.56289870e-01 -5.69467698e-02]
[ 2.88309085e-04 -1.54269906e-02 1.22019844e-01 1.03495844e-01
5.90905139e-03 1.06154650e-01 -1.12471621e-01 -4.19027596e-02
2.11453206e-01 7.66838481e-02]
[ 1.11836347e-01 7.89288249e-02 -4.45278785e-02 -9.59586128e-02
-1.00545245e-01 -3.30713379e-01 1.15472388e-01 8.74404247e-03
1.44766844e-01 9.13828803e-02]
[ -1.00856955e-01 -1.97707091e-02 -1.55858846e-02 2.28200004e-02
1.17509432e-03 -2.04056108e-01 -7.69082720e-02 -1.99433196e-02
1.65840661e-02 1.27530316e-01]
[ -1.53366488e-01 -1.06793943e-01 -2.00676380e-01 -1.27720901e-02
-2.77118382e-01 -1.93682012e-03 3.10415070e-02 -2.45649256e-02
-3.98706240e-03 5.04011425e-02]
[ -3.12664796e-02 -1.10467457e-01 -7.52054238e-02 -1.27463791e-01
5.31363564e-01 2.76019812e-01 5.81016858e-01 1.12995455e-01
-1.82201692e-01 -3.78705822e-01]
[ -2.00659026e-02 -4.13224880e-01 -3.17597007e-02 -7.77415720e-02
6.73779671e-01 1.02137546e-01 5.46099676e-01 9.10447217e-02
2.60363043e-02 -3.90158511e-01]
[ 1.04465898e-02 -4.63672114e-01 -4.36564332e-02 -1.07893897e-01
6.78530197e-01 2.36078088e-02 5.08416423e-01 4.85930510e-02
-3.64639630e-01 -2.20347095e-01]
[ -1.72819389e-01 -6.09732384e-01 -1.02361992e-02 -2.05434601e-01
7.76192903e-01 -9.02545166e-02 6.37334607e-01 -8.31046719e-02
-6.92951058e-02 8.19983129e-02]
[ -2.93727527e-01 -4.21310155e-01 5.63267768e-02 -4.49665235e-02
9.05659354e-01 1.41367293e-01 4.36305971e-01 4.78175803e-02
-8.68224449e-02 -1.33778452e-01]
[ -2.07301094e-01 -3.19405952e-01 2.50944630e-01 -2.44458249e-01
6.68956916e-01 -4.40929121e-02 7.02839268e-01 1.29179491e-02
-2.58339146e-01 -2.91703264e-02]
[ -1.30093617e-01 -2.26550494e-01 -1.80711020e-01 -1.00404107e-01
4.86659241e-01 -2.30394924e-01 1.81161717e-01 1.68983682e-01
-8.48921207e-03 -1.17749198e-01]
[ 1.03485075e-01 2.35014339e-01 1.60649474e-01 -1.02377062e-01
-5.47308357e-02 5.32924739e-02 -1.38598464e-01 2.82067441e-01
6.66254986e-02 1.69023172e-01]
[ 3.50363056e-01 3.30922274e-01 -8.22110746e-02 3.14017551e-01
-8.85596062e-01 -2.88043287e-01 -4.82487267e-01 1.77270249e-01
3.84903784e-01 -2.94993293e-02]
[ 4.55064678e-02 1.28523573e-01 2.52451091e-01 2.46699633e-01
-5.23193225e-02 -1.95407047e-01 -1.72969045e-01 -1.33169595e-01
-1.41357227e-01 -2.92015972e-01]
[ 1.96843369e-02 -7.63350446e-02 -1.20178166e-01 -5.96775267e-02
2.43521075e-01 4.17980239e-02 3.43941556e-03 -1.85166073e-01
2.94666730e-02 2.02051434e-01]
[ 2.86436226e-03 -4.83671615e-02 -6.63751561e-02 -4.93123259e-02
-3.06486803e-02 -1.77974659e-01 8.08345386e-02 1.01311853e-02
3.86916774e-02 6.25181004e-03]
[ 2.67983524e-02 7.16837407e-02 2.43002657e-01 7.02159668e-02
-2.18993767e-01 -1.34257473e-01 1.11881352e-01 3.92501598e-02
-1.88676002e-01 1.03319364e-01]
[ 7.24940687e-02 3.62259572e-02 1.07528759e-01 7.18578952e-03
-2.39945077e-01 6.84875366e-02 5.97122983e-02 -2.70907673e-01
-1.77921270e-02 -8.87434948e-02]
[ -1.03697520e-02 9.85652418e-02 8.46574930e-02 -3.02564764e-02
-4.87488724e-02 1.80356193e-01 9.24405414e-02 1.18360591e-01
-2.16929377e-02 1.71879323e-01]
[ 2.24009221e-01 8.03013071e-02 2.97754869e-02 8.49845443e-02
2.04422907e-02 -2.46619799e-02 -1.76794786e-01 1.48696425e-01
-5.13891830e-02 -1.61019097e-02]
[ 4.63026447e-02 9.64115624e-03 1.84636482e-02 4.62038218e-02
-4.29388888e-01 -1.24328688e-01 -2.17479472e-01 4.15076040e-02
1.22684856e-01 1.97424335e-01]
[ 5.72149700e-02 5.23777101e-01 1.27393101e-01 4.32725221e-01
-1.18135661e+00 -3.07281912e-01 -6.10992389e-01 -7.10691645e-02
2.99768384e-01 3.44242017e-01]
[ 1.78827016e-01 5.03025182e-01 6.64152852e-02 4.27009051e-01
-9.34683857e-01 -8.38539289e-02 -4.42382953e-01 1.51086570e-01
2.10191332e-01 4.81781272e-01]
[ 2.60935104e-01 3.29763322e-01 2.49405642e-01 1.58019395e-01
-4.65314688e-01 7.73943904e-02 -2.37101586e-01 1.63369678e-01
2.47340716e-01 8.80677077e-02]
[ -7.22103478e-02 2.26878213e-01 2.42091885e-01 1.89189694e-02
-4.69790129e-02 1.30096655e-01 -1.06344244e-01 -1.49788789e-02
-3.10184006e-02 5.24535398e-02]
[ -9.81738994e-02 9.23958072e-05 2.50264974e-02 9.44599066e-02
-5.69943318e-02 1.15553952e-01 2.47618663e-01 2.01751487e-02
-2.73997031e-01 -9.22475724e-02]
[ -2.24386353e-01 -3.82216459e-02 -9.48861985e-02 -3.48907142e-01
1.95690628e-01 1.20771171e-01 1.15218553e-01 1.03029013e-01
-2.10785026e-01 2.78374236e-02]
[ 9.75962236e-03 -3.96985898e-01 -1.27682446e-01 -1.62044525e-01
3.73579789e-01 2.59426122e-02 1.88191487e-01 1.52426361e-01
-1.65752989e-01 -2.22826948e-01]
[ 1.23403516e-01 -2.17676923e-01 -1.50778134e-01 -1.10513570e-02
3.35031734e-02 -5.17407947e-02 7.17718786e-02 -1.52279530e-01
1.21898177e-01 -1.42378536e-01]
[ -1.19293699e-01 6.76469511e-02 2.62712688e-01 -1.07373845e-02
1.68787762e-01 8.21279753e-02 4.79625714e-02 -2.97786675e-01
-1.15155883e-01 -6.19871084e-02]
[ -3.49991138e-01 2.02274593e-02 1.34989724e-02 -2.94633730e-02
1.63149475e-01 -1.72983679e-01 1.50446957e-02 2.34196259e-01
-8.81749974e-02 7.16585649e-02]
[ 1.39391910e-01 8.46195047e-03 -2.36819310e-01 -9.11722077e-02
1.33899259e-01 -2.95602566e-01 8.19296249e-02 -1.68320653e-01
-5.67725596e-03 -1.97026495e-01]
[ 2.13321379e-01 -1.81487070e-01 6.48911611e-02 -2.02512346e-02
8.96739499e-02 -3.65617416e-02 3.48880718e-02 -1.36556884e-01
1.15589457e-01 -1.76802480e-01]
[ -1.02732438e-01 -7.12068180e-02 1.22618280e-01 1.13011622e-01
2.97405929e-02 -1.14786552e-01 2.53002586e-01 -7.76369478e-02
1.86753415e-01 -1.35556898e-05]
[ -1.09670305e-02 -1.92807603e-01 1.96910884e-01 -2.57622486e-01
-7.86858285e-02 1.19221567e-01 8.06217389e-02 -1.17956240e-01
1.60017804e-02 2.13587059e-01]]
[[ 0.62653994]
[ 1.6508098 ]
[ 0.26038261]
[ 0.8826797 ]
[-2.70738481]
[-0.25655379]
[-1.66303741]
[ 0.07455957]
[ 0.70506786]
[ 0.89324216]]
Progress: 36.7% ... Training loss: 0.274 ... Validation loss: 0.447[[ 1.58795367e-01 2.17561128e-01 -1.06824851e-01 1.04264430e-01
-5.25703437e-01 -6.96353131e-02 -5.93180583e-02 1.21349079e-01
-6.25543672e-02 1.83969036e-01]
[ 1.45381416e-02 1.52747094e-01 -1.91556830e-02 4.66048988e-02
8.29333115e-02 -6.92687131e-03 3.12914448e-01 4.12751651e-02
1.42107302e-01 -2.72482636e-02]
[ 1.93715375e-01 7.30259838e-01 1.29208244e-02 -3.43296780e-02
5.25352099e-01 -2.44028998e-02 -8.18139389e-01 -3.99939653e-02
5.95053522e-02 2.87818209e-01]
[ 1.80833524e-02 -3.56520172e-01 -2.10400272e-01 1.23557251e-01
7.95121105e-03 1.41771346e-01 1.81962828e-01 6.04600147e-02
8.62570206e-02 2.33028133e-01]
[ -1.66878674e-02 1.10010789e-01 -1.48123679e-01 4.30359884e-02
-1.92992057e-02 -1.81071216e-01 5.86636919e-02 -1.18228339e-01
-1.91309869e-01 -3.69840897e-02]
[ -3.82359790e-01 -6.14139590e-01 -2.95774342e-01 1.64044990e-01
-3.32909056e-02 3.97438119e-02 3.08732115e-01 -3.75542396e-02
-1.69861032e-02 -1.27412864e-02]
[ -4.79713501e-03 -2.14205306e-01 9.73191101e-03 9.01712637e-02
3.62290739e-04 -7.08260526e-02 1.76230494e-01 -1.90677353e-01
1.94715605e-01 3.26802232e-02]
[ 1.10940455e-01 -2.50277432e-01 3.36848042e-02 -7.18959792e-02
5.70064594e-02 -4.79092701e-02 7.67056210e-02 1.19245778e-01
7.93829808e-02 -2.43309151e-02]
[ -1.72827837e-01 -1.36736712e-01 -3.02504144e-01 -1.88732316e-02
-1.76543534e-02 6.85623514e-02 -1.47227716e-01 -2.89538993e-02
2.64163503e-01 -1.30445423e-01]
[ 5.30690869e-02 -3.81440489e-01 8.82597768e-02 2.79959912e-02
-8.24285465e-02 -1.17371941e-01 1.80908441e-01 -1.04692671e-01
2.01581437e-02 1.00947335e-01]
[ -8.44513320e-02 -6.70012467e-02 1.28741693e-03 -1.42645146e-01
-2.96857770e-02 1.73132192e-02 1.93511275e-01 -1.02719487e-01
-1.14974593e-02 -1.24585666e-01]
[ -1.23284775e-01 -1.69969419e-01 -7.14312998e-02 -4.04170828e-03
3.83090477e-01 1.02199155e-01 1.25774292e-01 -1.64888963e-02
-1.73165328e-01 -2.18167570e-01]
[ -1.57533965e-01 3.66753400e-03 6.16462445e-02 2.09043254e-02
-1.70781290e-01 -2.19462599e-01 -1.76832215e-01 -1.97090736e-01
8.62012488e-02 1.73104853e-01]
[ -2.70602465e-01 -3.27592134e-01 9.98578861e-02 2.28182071e-01
-1.02473195e-01 -6.88537712e-02 7.08480285e-02 -2.59436630e-01
-2.59247803e-01 -7.05108139e-02]
[ 1.06274939e-01 -1.72919304e-01 -2.04102616e-02 1.23377727e-01
-5.10280132e-02 -8.93377684e-02 2.25998487e-01 3.44180813e-03
3.05870443e-02 9.21293270e-03]
[ 3.92362163e-02 -9.05349413e-02 -2.09848505e-01 1.54447699e-01
-6.04285671e-02 8.26305617e-02 -4.67183279e-02 -1.96328645e-02
-8.68659419e-02 -1.28532937e-03]
[ -1.16483777e-01 -6.69215632e-02 -2.00255769e-01 1.63200899e-01
-7.00792872e-03 1.32555808e-01 5.18987110e-04 -2.49828962e-01
7.59440767e-02 -1.91172885e-01]
[ -6.92470707e-02 -4.38412457e-02 2.75252113e-01 9.88447391e-02
1.20963998e-01 -6.10406076e-02 -1.20128724e-01 1.20549756e-01
7.37088332e-02 3.46632363e-02]
[ 5.84045071e-02 -2.06367312e-02 8.83801777e-02 8.89420570e-02
4.80493818e-02 -1.72012310e-02 2.20445973e-01 1.20559114e-01
-2.70188596e-02 -6.07115358e-02]
[ 1.07986887e-02 -1.48488204e-01 -2.91001932e-01 -4.93023739e-02
1.49678280e-01 -9.26675826e-02 1.50942697e-01 1.63437902e-01
1.09910153e-01 -2.76647696e-02]
[ 5.24790070e-02 -1.14464966e-02 -1.14851016e-01 4.96758884e-02
-1.13944451e-01 3.20104803e-01 2.56131990e-01 2.05131600e-01
-1.56093075e-01 -5.67006354e-02]
[ 1.63868341e-03 -1.23890977e-02 1.22585394e-01 1.05412572e-01
2.14177917e-04 1.05623318e-01 -1.15425914e-01 -4.17413333e-02
2.13003644e-01 7.84732206e-02]
[ 1.12646876e-01 8.04823151e-02 -4.41955224e-02 -9.48445054e-02
-1.03815009e-01 -3.31025303e-01 1.13513640e-01 8.82973483e-03
1.45711916e-01 9.25460773e-02]
[ -1.00603637e-01 -1.96479401e-02 -1.54777962e-02 2.32467971e-02
4.19103733e-05 -2.04183221e-01 -7.73853039e-02 -1.99070977e-02
1.68951233e-02 1.27986911e-01]
[ -1.53639592e-01 -1.07613265e-01 -2.00790975e-01 -1.31612273e-02
-2.76647361e-01 -1.82231681e-03 3.17858133e-02 -2.45973071e-02
-4.33555923e-03 4.99552980e-02]
[ -3.13184124e-02 -1.10800561e-01 -7.52335225e-02 -1.27560766e-01
5.31544887e-01 2.76047668e-01 5.81288607e-01 1.12987297e-01
-1.82283781e-01 -3.78815527e-01]
[ -2.00179885e-02 -4.13372359e-01 -3.17446130e-02 -7.76927216e-02
6.73500524e-01 1.02117399e-01 5.46243044e-01 9.10466245e-02
2.60997294e-02 -3.90145971e-01]
[ 1.06260685e-02 -4.63434892e-01 -4.35837851e-02 -1.07632496e-01
6.77733811e-01 2.35322585e-02 5.08123244e-01 4.86152429e-02
-3.64427781e-01 -2.20089640e-01]
[ -1.72603098e-01 -6.09562501e-01 -1.01372234e-02 -2.05068624e-01
7.75229691e-01 -9.03603863e-02 6.36964103e-01 -8.30741765e-02
-6.90139241e-02 8.23784815e-02]
[ -2.93660258e-01 -4.21202300e-01 5.63574137e-02 -4.48593128e-02
9.05347493e-01 1.41336518e-01 4.36175884e-01 4.78264116e-02
-8.67416355e-02 -1.33674521e-01]
[ -2.07344670e-01 -3.19533327e-01 2.50930392e-01 -2.44514592e-01
6.69124526e-01 -4.40766292e-02 7.03001639e-01 1.29131640e-02
-2.58383310e-01 -2.92169807e-02]
[ -1.29902995e-01 -2.26381010e-01 -1.80631607e-01 -1.00094067e-01
4.85668610e-01 -2.30484171e-01 1.80788496e-01 1.69010028e-01
-8.25403178e-03 -1.17427066e-01]
[ 1.02259852e-01 2.32609355e-01 1.60142109e-01 -1.04114092e-01
-5.08644932e-02 5.37954448e-02 -1.36264869e-01 2.81920818e-01
6.52502562e-02 1.67313801e-01]
[ 3.50776346e-01 3.32193194e-01 -8.20734362e-02 3.14550953e-01
-8.87311783e-01 -2.88185570e-01 -4.83766300e-01 1.77317014e-01
3.85363568e-01 -2.89160451e-02]
[ 4.59346468e-02 1.29649268e-01 2.52625048e-01 2.47249724e-01
-5.39205646e-02 -1.95570050e-01 -1.74004550e-01 -1.33123851e-01
-1.40873590e-01 -2.91446492e-01]
[ 2.00609513e-02 -7.51572569e-02 -1.20003496e-01 -5.90912511e-02
2.41813708e-01 4.16272901e-02 2.38756351e-03 -1.85116310e-01
2.99076228e-02 2.02610086e-01]
[ 2.56690181e-03 -4.95114639e-02 -6.65087329e-02 -4.97588209e-02
-2.91851864e-02 -1.77884886e-01 8.18523818e-02 1.00985305e-02
3.83663640e-02 5.83875790e-03]
[ 2.83366446e-02 7.53547146e-02 2.43662412e-01 7.24486762e-02
-2.25815262e-01 -1.34844118e-01 1.08067697e-01 3.94393552e-02
-1.86882301e-01 1.05395829e-01]
[ 7.34343043e-02 3.82009344e-02 1.07916906e-01 8.51861202e-03
-2.43699730e-01 6.81215628e-02 5.73890111e-02 -2.70805294e-01
-1.67139497e-02 -8.73923094e-02]
[ -1.01081829e-02 9.93431202e-02 8.47525682e-02 -2.99318007e-02
-4.97835358e-02 1.80255797e-01 9.16611043e-02 1.18387855e-01
-2.14502708e-02 1.72268857e-01]
[ 2.23931228e-01 8.00068397e-02 2.97806013e-02 8.48965050e-02
2.09600249e-02 -2.46367080e-02 -1.76678773e-01 1.48688729e-01
-5.14965178e-02 -1.61626921e-02]
[ 4.64434357e-02 9.96756479e-03 1.85289450e-02 4.64125014e-02
-4.30039384e-01 -1.24367482e-01 -2.17720287e-01 4.15240677e-02
1.22873417e-01 1.97630549e-01]
[ 5.74535305e-02 5.23608383e-01 1.27498363e-01 4.33244211e-01
-1.18371645e+00 -3.07321918e-01 -6.10601838e-01 -7.10226129e-02
3.00009597e-01 3.44600589e-01]
[ 1.79544060e-01 5.04547060e-01 6.67434141e-02 4.28067174e-01
-9.37388452e-01 -8.41470439e-02 -4.44090073e-01 1.51179324e-01
2.11065048e-01 4.82880235e-01]
[ 2.60893443e-01 3.29751615e-01 2.49395888e-01 1.57994558e-01
-4.65182214e-01 7.74065366e-02 -2.37033052e-01 1.63364649e-01
2.47398251e-01 8.80675750e-02]
[ -7.22103478e-02 2.26878213e-01 2.42091885e-01 1.89189694e-02
-4.69790129e-02 1.30096655e-01 -1.06344244e-01 -1.49788789e-02
-3.10184006e-02 5.24535398e-02]
[ -9.77594195e-02 1.20441268e-03 2.52021232e-02 9.50616012e-02
-5.87998516e-02 1.15383247e-01 2.46495738e-01 2.02251155e-02
-2.73515851e-01 -9.16510977e-02]
[ -2.24435908e-01 -3.83603284e-02 -9.49048462e-02 -3.48974889e-01
1.95842415e-01 1.20790690e-01 1.15361492e-01 1.03023256e-01
-2.10839688e-01 2.77684493e-02]
[ 9.78419556e-03 -3.96926454e-01 -1.27671242e-01 -1.62006489e-01
3.73485627e-01 2.59314737e-02 1.88117900e-01 1.52429567e-01
-1.65721159e-01 -2.22794812e-01]
[ 1.24995079e-01 -2.13100844e-01 -1.50081473e-01 -8.59188497e-03
2.52462903e-02 -5.23748360e-02 6.75478833e-02 -1.52084508e-01
1.23754564e-01 -1.40093202e-01]
[ -1.20012106e-01 6.55393195e-02 2.62417238e-01 -1.17627695e-02
1.70779924e-01 8.24230786e-02 5.00303798e-02 -2.97868910e-01
-1.16012697e-01 -6.31122107e-02]
[ -3.49746679e-01 2.04418904e-02 1.36329739e-02 -2.90121613e-02
1.62193021e-01 -1.73117044e-01 1.45976707e-02 2.34235925e-01
-8.78220355e-02 7.21838722e-02]
[ 1.40098287e-01 9.47607641e-03 -2.36492839e-01 -9.01301624e-02
1.31340393e-01 -2.95867031e-01 8.10402155e-02 -1.68225267e-01
-4.84583698e-03 -1.95903639e-01]
[ 2.13981269e-01 -1.80498226e-01 6.51768295e-02 -1.92587318e-02
8.65728021e-02 -3.68412635e-02 3.34167358e-02 -1.36470232e-01
1.16391816e-01 -1.75757435e-01]
[ -1.02386642e-01 -7.04777555e-02 1.22736157e-01 1.13422732e-01
2.88808917e-02 -1.14880989e-01 2.52250297e-01 -7.76033436e-02
1.87175020e-01 4.55513785e-04]
[ -9.38890845e-03 -1.89290910e-01 1.97550610e-01 -2.55391927e-01
-8.60551711e-02 1.18621731e-01 7.63907444e-02 -1.17775217e-01
1.78504521e-02 2.15753065e-01]]
[[ 0.64490392]
[ 1.67065179]
[ 0.27751864]
[ 0.89814525]
[-2.69323663]
[-0.24584451]
[-1.65285688]
[ 0.08716747]
[ 0.72183104]
[ 0.90982039]]
Progress: 36.8% ... Training loss: 0.287 ... Validation loss: 0.448[[ 1.54974246e-01 2.09851025e-01 -1.08537036e-01 9.88743076e-02
-5.12052566e-01 -6.81583160e-02 -5.05582912e-02 1.20824632e-01
-6.66757217e-02 1.78484632e-01]
[ 1.46731134e-02 1.52979965e-01 -1.90894892e-02 4.68255762e-02
8.23267760e-02 -6.98636207e-03 3.12703821e-01 4.12957262e-02
1.42279887e-01 -2.70512911e-02]
[ 1.94151782e-01 7.30573323e-01 1.30853919e-02 -3.39002343e-02
5.27370281e-01 -2.45887440e-02 -8.18071768e-01 -3.99465282e-02
6.00403861e-02 2.88374389e-01]
[ 1.98496804e-02 -3.52182761e-01 -2.09586412e-01 1.26087885e-01
4.92015811e-03 1.41183333e-01 1.78305241e-01 6.06942371e-02
8.84251629e-02 2.35738816e-01]
[ -1.57055761e-02 1.11729950e-01 -1.47763845e-01 4.43540373e-02
-2.33159644e-02 -1.81394230e-01 5.59863179e-02 -1.18085361e-01
-1.90387044e-01 -3.54353805e-02]
[ -3.84294806e-01 -6.17511954e-01 -2.96644661e-01 1.61384988e-01
-2.78864100e-02 4.04921582e-02 3.12698789e-01 -3.78248290e-02
-1.92011413e-02 -1.55953390e-02]
[ -4.82250333e-03 -2.14302797e-01 9.75063363e-03 9.02348186e-02
-1.10100651e-03 -7.07918214e-02 1.76582376e-01 -1.90655970e-01
1.94809566e-01 3.26651845e-02]
[ 1.07650094e-01 -2.58073796e-01 3.22411949e-02 -7.66353542e-02
6.98134537e-02 -4.66833091e-02 8.50823817e-02 1.18784851e-01
7.56402567e-02 -2.91116349e-02]
[ -1.74193648e-01 -1.40100848e-01 -3.03091210e-01 -2.08134835e-02
-1.20650510e-02 6.90741598e-02 -1.43421190e-01 -2.91402869e-02
2.62791939e-01 -1.32333381e-01]
[ 4.76456851e-02 -3.93431174e-01 8.58741095e-02 2.02544591e-02
-6.42933312e-02 -1.15321033e-01 1.94357987e-01 -1.05438793e-01
1.40721757e-02 9.30223950e-02]
[ -8.53562587e-02 -6.89771327e-02 8.87199349e-04 -1.43850905e-01
-2.62759652e-02 1.76817355e-02 1.95546093e-01 -1.02836292e-01
-1.23642413e-02 -1.25746127e-01]
[ -1.23573003e-01 -1.70633203e-01 -7.15276855e-02 -4.37049052e-03
3.83882945e-01 1.02300077e-01 1.26791770e-01 -1.65224904e-02
-1.73447943e-01 -2.18619938e-01]
[ -1.57533965e-01 3.66753400e-03 6.16462445e-02 2.09043254e-02
-1.70781290e-01 -2.19462599e-01 -1.76832215e-01 -1.97090736e-01
8.62012488e-02 1.73104853e-01]
[ -2.71078109e-01 -3.28342061e-01 9.96186164e-02 2.27511528e-01
-1.01341536e-01 -6.86631125e-02 7.18162202e-02 -2.59509344e-01
-2.59826297e-01 -7.12780779e-02]
[ 1.05511114e-01 -1.74199008e-01 -2.07555576e-02 1.22303027e-01
-4.86192723e-02 -8.90407083e-02 2.27466825e-01 3.33720538e-03
2.97130331e-02 8.12111604e-03]
[ 3.74840164e-02 -9.41119263e-02 -2.10572205e-01 1.52077737e-01
-5.53227940e-02 8.32775876e-02 -4.28311761e-02 -1.98644065e-02
-8.88137856e-02 -3.76992765e-03]
[ -1.17245355e-01 -6.91966723e-02 -2.00563675e-01 1.62130995e-01
-4.61315920e-03 1.32854930e-01 2.64305937e-03 -2.49924591e-01
7.51099808e-02 -1.92250979e-01]
[ -6.70610401e-02 -3.84904343e-02 2.76174614e-01 1.01898818e-01
1.12226677e-01 -6.18653110e-02 -1.25136800e-01 1.20850080e-01
7.61586404e-02 3.76415805e-02]
[ 5.75445855e-02 -2.25147841e-02 8.80260964e-02 8.77797101e-02
5.14647770e-02 -1.68531164e-02 2.22295624e-01 1.20446755e-01
-2.79144969e-02 -6.18302252e-02]
[ 9.68077540e-03 -1.50928752e-01 -2.91506748e-01 -5.09381334e-02
1.53750072e-01 -9.22436124e-02 1.53589040e-01 1.63277501e-01
1.08614023e-01 -2.92930521e-02]
[ 5.17561384e-02 -1.35082994e-02 -1.15169651e-01 4.86742884e-02
-1.11190103e-01 3.20353407e-01 2.58334829e-01 2.05033290e-01
-1.56856577e-01 -5.77974985e-02]
[ 1.88379263e-04 -1.57491508e-02 1.21953406e-01 1.03307423e-01
6.58100239e-03 1.06193744e-01 -1.11552982e-01 -4.19432692e-02
2.11458398e-01 7.64690600e-02]
[ 1.12060369e-01 7.89837136e-02 -4.44455939e-02 -9.56424276e-02
-1.01714964e-01 -3.30811569e-01 1.15059609e-01 8.75197100e-03
1.45111527e-01 9.17528925e-02]
[ -1.00971991e-01 -2.05671073e-02 -1.56352530e-02 2.27104139e-02
1.64384568e-03 -2.04052052e-01 -7.64011922e-02 -1.99578333e-02
1.64692766e-02 1.27445298e-01]
[ -1.53583063e-01 -1.07554481e-01 -2.00762526e-01 -1.30671105e-02
-2.76923827e-01 -1.84715296e-03 3.17461305e-02 -2.45881587e-02
-4.25953514e-03 5.00437503e-02]
[ -3.12393952e-02 -1.10732061e-01 -7.51977262e-02 -1.27442451e-01
5.31258944e-01 2.76006811e-01 5.81114687e-01 1.12999297e-01
-1.82195035e-01 -3.78695590e-01]
[ -2.01618008e-02 -4.14150704e-01 -3.18044698e-02 -7.78971925e-02
6.73863345e-01 1.02171699e-01 5.46985271e-01 9.10286754e-02
2.59580685e-02 -3.90357039e-01]
[ 9.85639355e-03 -4.65121676e-01 -4.39260415e-02 -1.08720341e-01
6.80692804e-01 2.38343653e-02 5.10023342e-01 4.85072038e-02
-3.65306219e-01 -2.21170423e-01]
[ -1.72797360e-01 -6.10073782e-01 -1.02175846e-02 -2.05334328e-01
7.75963221e-01 -9.02853966e-02 6.37526341e-01 -8.31015870e-02
-6.91982612e-02 8.21210556e-02]
[ -2.93780853e-01 -4.21511037e-01 5.63016604e-02 -4.50209619e-02
9.05756108e-01 1.41381446e-01 4.36469980e-01 4.78103652e-02
-8.68715389e-02 -1.33843326e-01]
[ -2.07289074e-01 -3.19446192e-01 2.50958102e-01 -2.44424224e-01
6.68837610e-01 -4.41000806e-02 7.02934059e-01 1.29218493e-02
-2.58311013e-01 -2.91293215e-02]
[ -1.30467338e-01 -2.27052604e-01 -1.80885351e-01 -1.00924658e-01
4.87795977e-01 -2.30254887e-01 1.81727851e-01 1.68929437e-01
-8.91289856e-03 -1.18268565e-01]
[ 1.01159618e-01 2.30161024e-01 1.59658259e-01 -1.05671860e-01
-4.75967962e-02 5.42118042e-02 -1.33629296e-01 2.81771291e-01
6.41259772e-02 1.65778780e-01]
[ 3.50979836e-01 3.32896864e-01 -8.19778119e-02 3.14896920e-01
-8.88239566e-01 -2.88227587e-01 -4.84524158e-01 1.77353123e-01
3.85655576e-01 -2.85502840e-02]
[ 4.59608235e-02 1.29724285e-01 2.52653900e-01 2.47290200e-01
-5.41624561e-02 -1.95576214e-01 -1.74102863e-01 -1.33120511e-01
-1.40841775e-01 -2.91397411e-01]
[ 2.01205195e-02 -7.49790206e-02 -1.19974686e-01 -5.90019111e-02
2.41617322e-01 4.16058601e-02 2.23847478e-03 -1.85109315e-01
2.99664813e-02 2.02686382e-01]
[ 1.79579112e-03 -5.13623995e-02 -6.68397784e-02 -5.08313017e-02
-2.60803880e-02 -1.77598983e-01 8.37631189e-02 9.99515589e-03
3.75371800e-02 4.80068625e-03]
[ 2.78534096e-02 7.42407940e-02 2.43455946e-01 7.17720277e-02
-2.23770097e-01 -1.34687055e-01 1.09245180e-01 3.93745890e-02
-1.87420119e-01 1.04731154e-01]
[ 7.19391848e-02 3.44902708e-02 1.07245699e-01 6.33579034e-03
-2.37211913e-01 6.87106515e-02 6.12633371e-02 -2.71017030e-01
-1.84455784e-02 -8.95700271e-02]
[ -1.04648832e-02 9.85116745e-02 8.46020535e-02 -3.04314367e-02
-4.83459444e-02 1.80391984e-01 9.25043689e-02 1.18339555e-01
-2.18470458e-02 1.71774575e-01]
[ 2.24663785e-01 8.23721263e-02 3.00719365e-02 8.58725827e-02
1.78649985e-02 -2.49256493e-02 -1.78720656e-01 1.48782885e-01
-5.07119204e-02 -1.52422429e-02]
[ 4.62713178e-02 9.63487564e-03 1.84414716e-02 4.61816194e-02
-4.29704119e-01 -1.24306478e-01 -2.17200302e-01 4.15032714e-02
1.22695098e-01 1.97369532e-01]
[ 5.72480481e-02 5.23042824e-01 1.27417179e-01 4.32954980e-01
-1.18360508e+00 -3.07239744e-01 -6.09818615e-01 -7.10470457e-02
2.99736474e-01 3.44235599e-01]
[ 1.80014350e-01 5.05574282e-01 6.69598720e-02 4.28846420e-01
-9.40690079e-01 -8.43516198e-02 -4.45006585e-01 1.51247888e-01
2.11674863e-01 4.83482259e-01]
[ 2.60869613e-01 3.29719239e-01 2.49380637e-01 1.57948042e-01
-4.64969165e-01 7.74169357e-02 -2.37017731e-01 1.63360807e-01
2.47366419e-01 8.80243290e-02]
[ -7.26010789e-02 2.25881032e-01 2.41925227e-01 1.83821573e-02
-4.55589866e-02 1.30242454e-01 -1.05363138e-01 -1.50294222e-02
-3.14432692e-02 5.19132180e-02]
[ -9.84270285e-02 -3.88541215e-04 2.49015287e-02 9.40978099e-02
-5.63359967e-02 1.15643833e-01 2.48079698e-01 2.01348280e-02
-2.74278021e-01 -9.26026927e-02]
[ -2.24567897e-01 -3.86693419e-02 -9.49602106e-02 -3.49163023e-01
1.96352474e-01 1.20834409e-01 1.15696230e-01 1.03004777e-01
-2.10985403e-01 2.75757773e-02]
[ 9.13179021e-03 -3.98320065e-01 -1.27936519e-01 -1.62927367e-01
3.76170669e-01 2.61853657e-02 1.89727168e-01 1.52339319e-01
-1.66465742e-01 -2.23730598e-01]
[ 1.24496728e-01 -2.14118203e-01 -1.50275326e-01 -9.19318551e-03
2.68069992e-02 -5.21772282e-02 6.92673576e-02 -1.52143897e-01
1.23290171e-01 -1.40722816e-01]
[ -1.20487033e-01 6.37052736e-02 2.62238193e-01 -1.23797044e-02
1.72362357e-01 8.25658914e-02 5.17485339e-02 -2.97927820e-01
-1.16443215e-01 -6.38483870e-02]
[ -3.50732146e-01 1.81311995e-02 1.31867312e-02 -3.05144302e-02
1.66385218e-01 -1.72711532e-01 1.70726043e-02 2.34093330e-01
-8.89577200e-02 7.07107673e-02]
[ 1.40887016e-01 1.15724895e-02 -2.36156580e-01 -8.89550697e-02
1.28300283e-01 -2.96158631e-01 7.89733929e-02 -1.68112333e-01
-3.86744801e-03 -1.94706697e-01]
[ 2.12747369e-01 -1.83426585e-01 6.46329712e-02 -2.10391494e-02
9.15908419e-02 -3.63661333e-02 3.65286326e-02 -1.36641566e-01
1.15017926e-01 -1.77540225e-01]
[ -1.04097531e-01 -7.42893251e-02 1.21965065e-01 1.10951451e-01
3.51357049e-02 -1.14248639e-01 2.56368509e-01 -7.78456942e-02
1.85167475e-01 -2.04586615e-03]
[ -1.18906599e-02 -1.94115653e-01 1.96466173e-01 -2.58870891e-01
-7.92857575e-02 1.19580264e-01 8.18167381e-02 -1.18110092e-01
1.50487280e-02 2.12141419e-01]]
[[ 0.62474439]
[ 1.65793624]
[ 0.25700145]
[ 0.87777441]
[-2.71215544]
[-0.26603312]
[-1.6802587 ]
[ 0.06716045]
[ 0.70082186]
[ 0.88862701]]
Progress: 36.8% ... Training loss: 0.277 ... Validation loss: 0.443[[ 1.60442145e-01 2.21694489e-01 -1.06153468e-01 1.07112589e-01
-5.36131360e-01 -7.06309055e-02 -6.25606393e-02 1.21444344e-01
-6.00451104e-02 1.86021587e-01]
[ 1.47709745e-02 1.53164176e-01 -1.90388953e-02 4.69995620e-02
8.18704789e-02 -7.03923154e-03 3.12574383e-01 4.13072382e-02
1.42413721e-01 -2.69095507e-02]
[ 1.97545561e-01 7.41597125e-01 1.46254262e-02 -2.89405133e-02
5.13533168e-01 -2.60227945e-02 -8.28490416e-01 -3.95652271e-02
6.40715906e-02 2.93093277e-01]
[ 1.99602940e-02 -3.51906875e-01 -2.09703208e-01 1.26068684e-01
7.42623654e-03 1.41230828e-01 1.78143678e-01 6.06654097e-02
8.83352497e-02 2.35807453e-01]
[ -1.86531705e-02 1.04514175e-01 -1.49137594e-01 3.97773572e-02
-1.17488269e-02 -1.80083190e-01 6.23255221e-02 -1.18411319e-01
-1.93903527e-01 -3.96390853e-02]
[ -3.82322555e-01 -6.14967425e-01 -2.95827895e-01 1.64383035e-01
-3.68070335e-02 3.95619450e-02 3.09520745e-01 -3.75957601e-02
-1.68863071e-02 -1.29517456e-02]
[ -4.44260208e-03 -2.14979689e-01 9.84622554e-03 9.06399828e-02
-3.75729627e-03 -7.09264948e-02 1.76817246e-01 -1.90618631e-01
1.95360165e-01 3.29571870e-02]
[ 1.11163996e-01 -2.49129771e-01 3.38430395e-02 -7.10481533e-02
5.32796483e-02 -4.83415676e-02 7.68035683e-02 1.19196908e-01
7.99753006e-02 -2.39415674e-02]
[ -1.73664435e-01 -1.39268155e-01 -3.02886109e-01 -2.00210734e-02
-1.39727443e-02 6.88308961e-02 -1.44499842e-01 -2.90771770e-02
2.63371673e-01 -1.31603573e-01]
[ 5.22478942e-02 -3.84275312e-01 8.78950661e-02 2.73012145e-02
-8.63161554e-02 -1.17456673e-01 1.84655913e-01 -1.04893857e-01
1.96499565e-02 9.93935195e-02]
[ -8.45483882e-02 -6.78664626e-02 1.24286587e-03 -1.42501948e-01
-3.02891979e-02 1.72805056e-02 1.94753954e-01 -1.02749638e-01
-1.12381353e-02 -1.24607622e-01]
[ -1.22587816e-01 -1.69255380e-01 -7.11850055e-02 -2.98338140e-03
3.79900590e-01 1.01870538e-01 1.24985343e-01 -1.64125040e-02
-1.72371619e-01 -2.17294096e-01]
[ -1.57533965e-01 3.66753400e-03 6.16462445e-02 2.09043254e-02
-1.70781290e-01 -2.19462599e-01 -1.76832215e-01 -1.97090736e-01
8.62012488e-02 1.73104853e-01]
[ -2.70890483e-01 -3.28189362e-01 9.97391990e-02 2.27931878e-01
-1.02645961e-01 -6.87910227e-02 7.16691863e-02 -2.59479156e-01
-2.59509277e-01 -7.09431067e-02]
[ 1.06019511e-01 -1.74120576e-01 -2.05731392e-02 1.23051463e-01
-5.10696069e-02 -8.92791500e-02 2.27290061e-01 3.39617081e-03
3.02995492e-02 8.81022875e-03]
[ 3.99763579e-02 -8.88270772e-02 -2.09551484e-01 1.55610996e-01
-6.47571108e-02 8.21834084e-02 -4.86450873e-02 -1.95896261e-02
-8.60199536e-02 -5.50309558e-04]
[ -1.17655551e-01 -7.08349008e-02 -2.00755817e-01 1.61519798e-01
-3.99339518e-03 1.33029065e-01 4.11782166e-03 -2.49969164e-01
7.46707064e-02 -1.92829862e-01]
[ -6.73309090e-02 -3.94536528e-02 2.76061383e-01 1.01502847e-01
1.13007898e-01 -6.17414569e-02 -1.24121226e-01 1.20823904e-01
7.59074561e-02 3.72302591e-02]
[ 5.75917865e-02 -2.28432823e-02 8.80206460e-02 8.78438326e-02
5.07615205e-02 -1.68674521e-02 2.22364793e-01 1.20447309e-01
-2.77824627e-02 -6.17807177e-02]
[ 1.14423203e-02 -1.46480288e-01 -2.90734917e-01 -4.82172542e-02
1.45493927e-01 -9.30154689e-02 1.49567669e-01 1.63469407e-01
1.10657863e-01 -2.67650048e-02]
[ 5.31155392e-02 -1.04223564e-02 -1.14541094e-01 5.08398710e-02
-1.17498909e-01 3.19683991e-01 2.55174314e-01 2.05199892e-01
-1.55079511e-01 -5.58284091e-02]
[ 1.24010070e-03 -1.29329531e-02 1.22398094e-01 1.04850316e-01
2.30172181e-03 1.05729313e-01 -1.14274785e-01 -4.18253527e-02
2.12617680e-01 7.79574277e-02]
[ 1.11591832e-01 7.77215657e-02 -4.46352229e-02 -9.63069444e-02
-9.96926474e-02 -3.30609811e-01 1.16460742e-01 8.70169223e-03
1.44570310e-01 9.10528631e-02]
[ -1.01189317e-01 -2.10759998e-02 -1.57173494e-02 2.24304858e-02
2.44907340e-03 -2.03972784e-01 -7.59694487e-02 -1.99778065e-02
1.62443448e-02 1.27160410e-01]
[ -1.53230102e-01 -1.07075725e-01 -2.00629472e-01 -1.25281981e-02
-2.78434205e-01 -2.01200465e-03 3.10945088e-02 -2.45464942e-02
-3.83230766e-03 5.05756302e-02]
[ -3.09240258e-02 -1.10338261e-01 -7.50451275e-02 -1.26928630e-01
5.29635737e-01 2.75851311e-01 5.80817503e-01 1.13039423e-01
-1.81792458e-01 -3.78268598e-01]
[ -2.00676842e-02 -4.14131037e-01 -3.17713614e-02 -7.77634274e-02
6.73402020e-01 1.02131953e-01 5.46958861e-01 9.10387133e-02
2.60563055e-02 -3.90235157e-01]
[ 9.75118693e-03 -4.66131697e-01 -4.39916081e-02 -1.08853700e-01
6.80987383e-01 2.38755502e-02 5.10983295e-01 4.84972045e-02
-3.65412355e-01 -2.21359367e-01]
[ -1.72737707e-01 -6.10097766e-01 -1.01938327e-02 -2.05238867e-01
7.75917162e-01 -9.03071763e-02 6.37376577e-01 -8.30940896e-02
-6.91522221e-02 8.22323371e-02]
[ -2.93722215e-01 -4.21418534e-01 5.63315890e-02 -4.49202605e-02
9.05477089e-01 1.41350032e-01 4.36363719e-01 4.78179347e-02
-8.67943608e-02 -1.33744747e-01]
[ -2.07028349e-01 -3.18973625e-01 2.51068677e-01 -2.44037656e-01
6.67716872e-01 -4.42197393e-02 7.02448455e-01 1.29524066e-02
-2.57995908e-01 -2.87252720e-02]
[ -1.30356332e-01 -2.27173143e-01 -1.80838493e-01 -1.00715362e-01
4.87053607e-01 -2.30316847e-01 1.81812049e-01 1.68945326e-01
-8.74027179e-03 -1.18070128e-01]
[ 1.01273776e-01 2.30560904e-01 1.59718544e-01 -1.05462079e-01
-4.84806285e-02 5.41559474e-02 -1.34072376e-01 2.81776707e-01
6.42583512e-02 1.65948251e-01]
[ 3.50463907e-01 3.31296995e-01 -8.22355588e-02 3.14152482e-01
-8.87382135e-01 -2.87990002e-01 -4.82717814e-01 1.77283491e-01
3.85070413e-01 -2.94075136e-02]
[ 4.60057397e-02 1.29657899e-01 2.52675776e-01 2.47347308e-01
-5.43023957e-02 -1.95595184e-01 -1.74101601e-01 -1.33115573e-01
-1.40790080e-01 -2.91370912e-01]
[ 2.00793045e-02 -7.49931311e-02 -1.19978087e-01 -5.90089002e-02
2.41645452e-01 4.16004071e-02 2.36873752e-03 -1.85109814e-01
2.99555485e-02 2.02678976e-01]
[ 2.03174712e-03 -5.08783040e-02 -6.67417870e-02 -5.04738063e-02
-2.70880697e-02 -1.77718940e-01 8.32685727e-02 1.00235852e-02
3.77834752e-02 5.18302807e-03]
[ 2.94364442e-02 7.75566718e-02 2.44100984e-01 7.39881298e-02
-2.29313899e-01 -1.35373084e-01 1.05423986e-01 3.95472651e-02
-1.85639004e-01 1.06746360e-01]
[ 7.17549166e-02 3.40892188e-02 1.07178375e-01 6.08297501e-03
-2.36506266e-01 6.87712068e-02 6.16847273e-02 -2.71031333e-01
-1.86317341e-02 -8.98460893e-02]
[ -9.98435275e-03 9.98781235e-02 8.47873417e-02 -2.97744055e-02
-5.00293733e-02 1.80190455e-01 9.13874150e-02 1.18388459e-01
-2.13476720e-02 1.72377940e-01]
[ 2.25024973e-01 8.34209511e-02 3.02620762e-02 8.65433615e-02
1.61031059e-02 -2.51326920e-02 -1.79674756e-01 1.48833917e-01
-5.02085647e-02 -1.46055027e-02]
[ 4.64824411e-02 1.00990404e-02 1.85235904e-02 4.64806777e-02
-4.30618938e-01 -1.24398070e-01 -2.17699465e-01 4.15265595e-02
1.22934090e-01 1.97662977e-01]
[ 5.83470912e-02 5.25559412e-01 1.27897250e-01 4.34529762e-01
-1.18788767e+00 -3.07707209e-01 -6.11993986e-01 -7.09213868e-02
3.00994857e-01 3.45735924e-01]
[ 1.81221419e-01 5.08053036e-01 6.75218770e-02 4.30764303e-01
-9.47113922e-01 -8.49351863e-02 -4.47698484e-01 1.51399241e-01
2.13331221e-01 4.85213996e-01]
[ 2.61102206e-01 3.30056249e-01 2.49471403e-01 1.58313276e-01
-4.66522602e-01 7.73273558e-02 -2.37657395e-01 1.63387461e-01
2.47663569e-01 8.83644389e-02]
[ -7.24689129e-02 2.26193750e-01 2.41988184e-01 1.86000835e-02
-4.62278560e-02 1.30177158e-01 -1.05741450e-01 -1.50146052e-02
-3.12754541e-02 5.21166009e-02]
[ -9.82223619e-02 6.19449479e-05 2.49893118e-02 9.44015616e-02
-5.72548776e-02 1.15556226e-01 2.47561747e-01 2.01571988e-02
-2.74037098e-01 -9.22944738e-02]
[ -2.24509708e-01 -3.85260591e-02 -9.49365768e-02 -3.49081728e-01
1.96120291e-01 1.20809545e-01 1.15542467e-01 1.03010981e-01
-2.10921050e-01 2.76568826e-02]
[ 9.50953448e-03 -3.97736417e-01 -1.27809950e-01 -1.62374785e-01
3.74554394e-01 2.60145006e-02 1.88974338e-01 1.52381909e-01
-1.66047089e-01 -2.23218655e-01]
[ 1.24444950e-01 -2.14986177e-01 -1.50320026e-01 -8.99777321e-03
2.46998118e-02 -5.22253580e-02 7.01503759e-02 -1.52139939e-01
1.23378203e-01 -1.40730981e-01]
[ -1.19259085e-01 6.56803507e-02 2.62779679e-01 -1.04812541e-02
1.66704803e-01 8.19989213e-02 4.96533849e-02 -2.97778351e-01
-1.14898805e-01 -6.21351753e-02]
[ -3.49003145e-01 2.19099674e-02 1.39331970e-02 -2.80028048e-02
1.58708698e-01 -1.73447671e-01 1.32231714e-02 2.34272832e-01
-8.69608266e-02 7.30517418e-02]
[ 1.41147657e-01 1.13548097e-02 -2.36103358e-01 -8.85727160e-02
1.27125257e-01 -2.96285436e-01 7.90710634e-02 -1.68080402e-01
-3.55846117e-03 -1.94347743e-01]
[ 2.13780723e-01 -1.80949052e-01 6.51640550e-02 -1.94003045e-02
8.70820926e-02 -3.68901852e-02 3.42179870e-02 -1.36505654e-01
1.16347944e-01 -1.76083646e-01]
[ -1.04266946e-01 -7.50053091e-02 1.21905675e-01 1.10770385e-01
3.56821442e-02 -1.14194875e-01 2.57197088e-01 -7.78596154e-02
1.85060450e-01 -2.22439954e-03]
[ -9.52514442e-03 -1.88901039e-01 1.97417308e-01 -2.55533690e-01
-8.87255727e-02 1.18562187e-01 7.59620580e-02 -1.17855368e-01
1.76676243e-02 2.15293869e-01]]
[[ 0.64893263]
[ 1.68001172]
[ 0.27984621]
[ 0.9020213 ]
[-2.69372802]
[-0.2436507 ]
[-1.65975816]
[ 0.09153771]
[ 0.7240103 ]
[ 0.91667209]]
Progress: 36.9% ... Training loss: 0.294 ... Validation loss: 0.446[[ 1.57596620e-01 2.14663394e-01 -1.07465428e-01 1.02775632e-01
-5.22825982e-01 -6.95209777e-02 -5.58071779e-02 1.21015816e-01
-6.34446175e-02 1.81847670e-01]
[ 1.47443203e-02 1.53139757e-01 -1.90536589e-02 4.69503230e-02
8.19966723e-02 -7.02566609e-03 3.12590232e-01 4.13023151e-02
1.42376321e-01 -2.69567642e-02]
[ 1.91340211e-01 7.29893795e-01 1.18072385e-02 -3.82257429e-02
5.38777023e-01 -2.36057866e-02 -8.16689339e-01 -4.05275178e-02
5.66026105e-02 2.83864035e-01]
[ 2.26037975e-02 -3.46599938e-01 -2.08491521e-01 1.30155126e-01
-5.44797706e-04 1.40297677e-01 1.73268548e-01 6.10417109e-02
9.18857326e-02 2.40081763e-01]
[ -1.68009675e-02 1.09598097e-01 -1.48353695e-01 4.22983322e-02
-1.99258471e-02 -1.80783326e-01 5.77663082e-02 -1.18156706e-01
-1.92075706e-01 -3.73300649e-02]
[ -3.81737217e-01 -6.15429391e-01 -2.95572196e-01 1.65245359e-01
-3.86990534e-02 3.93157691e-02 3.09402311e-01 -3.74972208e-02
-1.61566486e-02 -1.20574390e-02]
[ -7.23549940e-03 -2.21601097e-01 8.62750998e-03 8.68667164e-02
6.40494868e-03 -6.99244083e-02 1.83793001e-01 -1.91000751e-01
1.92402728e-01 2.91432556e-02]
[ 1.08290660e-01 -2.55752380e-01 3.25793591e-02 -7.52747252e-02
6.46583981e-02 -4.72481579e-02 8.31887408e-02 1.18766374e-01
7.65635375e-02 -2.81840798e-02]
[ -1.74412573e-01 -1.41105384e-01 -3.03212892e-01 -2.10672144e-02
-1.14049226e-02 6.91270212e-02 -1.42652806e-01 -2.91857008e-02
2.62616128e-01 -1.32552991e-01]
[ 4.82055808e-02 -3.94903438e-01 8.60887453e-02 2.14567336e-02
-7.09077357e-02 -1.15968461e-01 1.94564856e-01 -1.05468959e-01
1.50149005e-02 9.36741772e-02]
[ -8.60197432e-02 -7.14543725e-02 6.29572048e-04 -1.44468275e-01
-2.48466774e-02 1.78258666e-02 1.98668257e-01 -1.02953616e-01
-1.27131428e-02 -1.26633200e-01]
[ -1.22903181e-01 -1.70582556e-01 -7.13188712e-02 -3.35622862e-03
3.81266446e-01 1.01982411e-01 1.26251626e-01 -1.64560644e-02
-1.72656642e-01 -2.17660731e-01]
[ -1.57533965e-01 3.66753400e-03 6.16462445e-02 2.09043254e-02
-1.70781290e-01 -2.19462599e-01 -1.76832215e-01 -1.97090736e-01
8.62012488e-02 1.73104853e-01]
[ -2.70959302e-01 -3.28437036e-01 9.97316092e-02 2.27906103e-01
-1.02724854e-01 -6.87839687e-02 7.19820885e-02 -2.59481226e-01
-2.59536660e-01 -7.10166166e-02]
[ 1.06546925e-01 -1.73885669e-01 -2.03859524e-02 1.23680833e-01
-5.19460916e-02 -8.94551287e-02 2.26682740e-01 3.47231895e-03
3.08414540e-02 9.51222338e-03]
[ 3.95560960e-02 -9.04402143e-02 -2.09713523e-01 1.55092456e-01
-6.39779238e-02 8.23055144e-02 -4.70537592e-02 -1.96385749e-02
-8.64555792e-02 -1.11845748e-03]
[ -1.17935142e-01 -7.13508040e-02 -2.00868674e-01 1.61103978e-01
-2.78207532e-03 1.33115638e-01 4.67147988e-03 -2.50005237e-01
7.43520954e-02 -1.93192636e-01]
[ -6.84550728e-02 -4.20534507e-02 2.75543155e-01 1.00063189e-01
1.16843329e-01 -6.13148773e-02 -1.21317441e-01 1.20665739e-01
7.48380549e-02 3.57495996e-02]
[ 5.56157432e-02 -2.73793995e-02 8.71190230e-02 8.47781391e-02
5.96477260e-02 -1.60995561e-02 2.26986830e-01 1.20137866e-01
-3.02384481e-02 -6.48024751e-02]
[ 1.08021728e-02 -1.47974522e-01 -2.91001785e-01 -4.90415677e-02
1.47315369e-01 -9.27888132e-02 1.50878548e-01 1.63381152e-01
1.09953414e-01 -2.76161652e-02]
[ 5.22248338e-02 -1.26510462e-02 -1.14926391e-01 4.95893165e-02
-1.14142314e-01 3.20013896e-01 2.57442422e-01 2.05073830e-01
-1.56065864e-01 -5.70727588e-02]
[ 4.83612084e-04 -1.47012205e-02 1.22087522e-01 1.03822899e-01
5.21854711e-03 1.06006023e-01 -1.12748881e-01 -4.19292544e-02
2.11859072e-01 7.69242932e-02]
[ 1.12007647e-01 7.87258736e-02 -4.44618238e-02 -9.57288116e-02
-1.01295313e-01 -3.30753737e-01 1.15509565e-01 8.75954574e-03
1.45025746e-01 9.16359084e-02]
[ -1.01685281e-01 -2.23891042e-02 -1.59285281e-02 2.17462244e-02
4.04541588e-03 -2.03788915e-01 -7.46523715e-02 -2.00473282e-02
1.57193741e-02 1.26517855e-01]
[ -1.53350180e-01 -1.07541228e-01 -2.00667287e-01 -1.26673233e-02
-2.78062714e-01 -1.97400343e-03 3.14368571e-02 -2.45606958e-02
-3.94334978e-03 5.04570835e-02]
[ -3.15590445e-02 -1.11935488e-01 -7.53238935e-02 -1.27813104e-01
5.32082555e-01 2.76091567e-01 5.82362457e-01 1.12951976e-01
-1.82501341e-01 -3.79194314e-01]
[ -1.99459590e-02 -4.14329616e-01 -3.16981594e-02 -7.75287720e-02
6.72839058e-01 1.02070715e-01 5.46970614e-01 9.10621284e-02
2.62487133e-02 -3.90036590e-01]
[ 9.56151488e-03 -4.66644358e-01 -4.40730943e-02 -1.09117226e-01
6.81554901e-01 2.39492256e-02 5.11593210e-01 4.84718693e-02
-3.65633523e-01 -2.21656012e-01]
[ -1.72675273e-01 -6.10099449e-01 -1.01710375e-02 -2.05150143e-01
7.75643379e-01 -9.03315754e-02 6.37372255e-01 -8.30847501e-02
-6.90702092e-02 8.23248991e-02]
[ -2.93679014e-01 -4.21539759e-01 5.63657819e-02 -4.48061851e-02
9.05009650e-01 1.41309626e-01 4.36469504e-01 4.78308403e-02
-8.66921580e-02 -1.33619727e-01]
[ -2.07418254e-01 -3.19964955e-01 2.50886564e-01 -2.44621893e-01
6.69194960e-01 -4.40605289e-02 7.03451643e-01 1.28929363e-02
-2.58462124e-01 -2.93050992e-02]
[ -1.30905009e-01 -2.28577814e-01 -1.81042419e-01 -1.01384952e-01
4.88939230e-01 -2.30130744e-01 1.83299289e-01 1.68876016e-01
-9.25977665e-03 -1.18744081e-01]
[ 1.01635349e-01 2.31379250e-01 1.59874462e-01 -1.04948897e-01
-4.96630102e-02 5.40260014e-02 -1.34844706e-01 2.81827056e-01
6.46547695e-02 1.66475762e-01]
[ 3.50465832e-01 3.30773685e-01 -8.22625079e-02 3.14092053e-01
-8.86443096e-01 -2.87977394e-01 -4.82319141e-01 1.77282895e-01
3.85146970e-01 -2.94058239e-02]
[ 4.56322134e-02 1.28775631e-01 2.52511666e-01 2.46815203e-01
-5.27119295e-02 -1.95467289e-01 -1.73164288e-01 -1.33165344e-01
-1.41217219e-01 -2.91869701e-01]
[ 2.00080779e-02 -7.52504431e-02 -1.19999457e-01 -5.90860405e-02
2.41911702e-01 4.16223771e-02 2.51957572e-03 -1.85118397e-01
2.99031743e-02 2.02568596e-01]
[ 1.68396065e-03 -5.19684622e-02 -6.68981235e-02 -5.09446617e-02
-2.57627428e-02 -1.77600653e-01 8.41153351e-02 9.97475305e-03
3.74007621e-02 4.68098629e-03]
[ 2.86968090e-02 7.58618127e-02 2.43759452e-01 7.27839564e-02
-2.25794365e-01 -1.35078331e-01 1.07219186e-01 3.94267046e-02
-1.86574549e-01 1.05557947e-01]
[ 7.17059865e-02 3.40189553e-02 1.07162639e-01 6.02730697e-03
-2.36553842e-01 6.87826963e-02 6.16801288e-02 -2.71036116e-01
-1.86879286e-02 -8.98829358e-02]
[ -1.00455921e-02 9.97459305e-02 8.46907422e-02 -3.00389498e-02
-4.93719164e-02 1.80256900e-01 9.15699367e-02 1.18358535e-01
-2.15633572e-02 1.72088184e-01]
[ 2.24790933e-01 8.28247756e-02 3.01657724e-02 8.62180556e-02
1.70600748e-02 -2.50448189e-02 -1.79088317e-01 1.48801021e-01
-5.04693426e-02 -1.49115369e-02]
[ 4.59449668e-02 8.99715408e-03 1.82708794e-02 4.56677286e-02
-4.28591765e-01 -1.24198934e-01 -2.16608203e-01 4.14446200e-02
1.22291244e-01 1.96879290e-01]
[ 5.76639029e-02 5.23936679e-01 1.27613506e-01 4.33630898e-01
-1.18580232e+00 -3.07484436e-01 -6.10425175e-01 -7.10086089e-02
3.00244510e-01 3.44831007e-01]
[ 1.80292547e-01 5.05704996e-01 6.71099294e-02 4.29504306e-01
-9.43907823e-01 -8.45822997e-02 -4.45516218e-01 1.51264350e-01
2.12377343e-01 4.84003895e-01]
[ 2.61557967e-01 3.31138499e-01 2.49717232e-01 1.59091081e-01
-4.68860018e-01 7.71331593e-02 -2.38754111e-01 1.63467960e-01
2.48252483e-01 8.91478123e-02]
[ -7.27625349e-02 2.25611519e-01 2.41850859e-01 1.81821734e-02
-4.53345613e-02 1.30291201e-01 -1.05139268e-01 -1.50573311e-02
-3.16054144e-02 5.16951662e-02]
[ -9.81186529e-02 4.05592470e-04 2.50322850e-02 9.45375826e-02
-5.77025604e-02 1.15519816e-01 2.47250786e-01 2.01708992e-02
-2.73928527e-01 -9.21566666e-02]
[ -2.25317762e-01 -4.04169248e-02 -9.52819848e-02 -3.50227827e-01
1.99477876e-01 1.21119109e-01 1.17536696e-01 1.02894350e-01
-2.11843708e-01 2.65235875e-02]
[ 9.42103966e-03 -3.97904202e-01 -1.27841975e-01 -1.62495034e-01
3.74887834e-01 2.60475707e-02 1.89153462e-01 1.52369979e-01
-1.66143370e-01 -2.23334903e-01]
[ 1.22576597e-01 -2.19274537e-01 -1.51139375e-01 -1.15450029e-02
3.11591369e-02 -5.15449336e-02 7.46478131e-02 -1.52394600e-01
1.21441217e-01 -1.43299729e-01]
[ -1.20422592e-01 6.27350343e-02 2.62291054e-01 -1.20864905e-02
1.71282897e-01 8.24269118e-02 5.23564953e-02 -2.97939558e-01
-1.16189243e-01 -6.36936690e-02]
[ -3.50699131e-01 1.76218989e-02 1.32249875e-02 -3.02987407e-02
1.64805266e-01 -1.72853827e-01 1.72261742e-02 2.34040411e-01
-8.87923522e-02 7.07510387e-02]
[ 1.41190921e-01 1.04741652e-02 -2.36085549e-01 -8.84969528e-02
1.28003428e-01 -2.96319559e-01 7.97393364e-02 -1.68067324e-01
-3.50290721e-03 -1.94231245e-01]
[ 2.12509159e-01 -1.84045316e-01 6.45400789e-02 -2.15420946e-02
9.30309388e-02 -3.63246348e-02 3.72669124e-02 -1.36724159e-01
1.14618725e-01 -1.78175326e-01]
[ -1.04048663e-01 -7.44080704e-02 1.22011800e-01 1.11114531e-01
3.46433207e-02 -1.14294668e-01 2.56645431e-01 -7.78226406e-02
1.85337964e-01 -1.89310219e-03]
[ -9.61631571e-03 -1.89542837e-01 1.97380053e-01 -2.55547062e-01
-8.94309573e-02 1.18573740e-01 7.66824959e-02 -1.17861265e-01
1.77276383e-02 2.15254144e-01]]
[[ 0.62759471]
[ 1.65796146]
[ 0.25881694]
[ 0.88323255]
[-2.71450183]
[-0.25965429]
[-1.67288073]
[ 0.07345663]
[ 0.70386029]
[ 0.89530057]]
Progress: 36.9% ... Training loss: 0.274 ... Validation loss: 0.442[[ 1.56774954e-01 2.12269452e-01 -1.07820215e-01 1.01524755e-01
-5.16029427e-01 -6.92071685e-02 -5.37368324e-02 1.20914160e-01
-6.45877312e-02 1.80853683e-01]
[ 1.46131088e-02 1.52794238e-01 -1.91074109e-02 4.67692089e-02
8.24211759e-02 -6.97438944e-03 3.12939933e-01 4.12871225e-02
1.42230735e-01 -2.71365737e-02]
[ 1.88258297e-01 7.24498445e-01 1.04660565e-02 -4.26643840e-02
5.52592480e-01 -2.22724216e-02 -8.09954829e-01 -4.09063106e-02
5.27626753e-02 2.79287837e-01]
[ 2.55842845e-02 -3.41751107e-01 -2.07298977e-01 1.34242327e-01
-7.57228391e-03 1.39242167e-01 1.67689052e-01 6.13587905e-02
9.50957232e-02 2.44472782e-01]
[ -2.25385147e-02 9.68954985e-02 -1.50803072e-01 3.43388763e-02
-7.43645771e-04 -1.78560552e-01 7.15482904e-02 -1.18811920e-01
-1.98617864e-01 -4.57077535e-02]
[ -3.81249602e-01 -6.15734191e-01 -2.95420956e-01 1.65778392e-01
-4.12363929e-02 3.90665212e-02 3.09480604e-01 -3.74385808e-02
-1.56642016e-02 -1.14307651e-02]
[ -8.75456833e-03 -2.24236673e-01 7.98427315e-03 8.49063629e-02
1.30682699e-02 -6.93795026e-02 1.86711765e-01 -1.91171379e-01
1.90687457e-01 2.69738091e-02]
[ 1.07480573e-01 -2.57810500e-01 3.22333225e-02 -7.65479736e-02
6.90373886e-02 -4.69099039e-02 8.54557519e-02 1.18671300e-01
7.54380636e-02 -2.92428753e-02]
[ -1.73958547e-01 -1.40387477e-01 -3.03017691e-01 -2.03712651e-02
-1.41078884e-02 6.89389314e-02 -1.43581396e-01 -2.91308361e-02
2.63157194e-01 -1.31907934e-01]
[ 4.75543442e-02 -3.96954646e-01 8.57739748e-02 2.03033795e-02
-6.84568292e-02 -1.15790336e-01 1.96543475e-01 -1.05532149e-01
1.40210767e-02 9.27737578e-02]
[ -8.59529328e-02 -7.11070324e-02 6.53305960e-04 -1.44423033e-01
-2.46173740e-02 1.77800613e-02 1.98501427e-01 -1.02946398e-01
-1.26990765e-02 -1.26640136e-01]
[ -1.23706269e-01 -1.73159277e-01 -7.16706676e-02 -4.25273564e-03
3.84388242e-01 1.02295913e-01 1.28775316e-01 -1.65522887e-02
-1.73484117e-01 -2.18709887e-01]
[ -1.57533965e-01 3.66753400e-03 6.16462445e-02 2.09043254e-02
-1.70781290e-01 -2.19462599e-01 -1.76832215e-01 -1.97090736e-01
8.62012488e-02 1.73104853e-01]
[ -2.71212877e-01 -3.29033275e-01 9.96113042e-02 2.27548360e-01
-1.02374889e-01 -6.86949936e-02 7.25637836e-02 -2.59511700e-01
-2.59828585e-01 -7.14120540e-02]
[ 1.07194418e-01 -1.73327611e-01 -2.01354209e-02 1.24607556e-01
-5.51173723e-02 -8.97571706e-02 2.25908446e-01 3.55286372e-03
3.15940841e-02 1.04194743e-02]
[ 4.02951287e-02 -8.87645246e-02 -2.09413915e-01 1.56006740e-01
-6.53447085e-02 8.19882073e-02 -4.90319531e-02 -1.95567759e-02
-8.56527205e-02 -6.63610608e-05]
[ -1.18577760e-01 -7.27716578e-02 -2.01136298e-01 1.60220668e-01
-2.95258655e-04 1.33347389e-01 6.22607291e-03 -2.50069543e-01
7.36330624e-02 -1.94114156e-01]
[ -6.91168478e-02 -4.34298136e-02 2.75280871e-01 9.91139118e-02
1.19767420e-01 -6.10695397e-02 -1.19949187e-01 1.20590034e-01
7.40826760e-02 3.48182228e-02]
[ 5.49736184e-02 -2.85471266e-02 8.68126025e-02 8.39978397e-02
6.23672130e-02 -1.58376442e-02 2.28454038e-01 1.20057551e-01
-3.10343883e-02 -6.57776874e-02]
[ 1.01609839e-02 -1.49263449e-01 -2.91283309e-01 -4.99866183e-02
1.49901541e-01 -9.25228936e-02 1.52404510e-01 1.63304603e-01
1.09182640e-01 -2.84145856e-02]
[ 5.12170498e-02 -1.54725859e-02 -1.15383649e-01 4.80060094e-02
-1.09415837e-01 3.20472194e-01 2.60404435e-01 2.04945835e-01
-1.57289998e-01 -5.85448754e-02]
[ 1.42305724e-03 -1.23617519e-02 1.22532378e-01 1.05238012e-01
1.91777652e-03 1.05575493e-01 -1.15257416e-01 -4.18057215e-02
2.12875763e-01 7.83390715e-02]
[ 1.12575747e-01 7.99118187e-02 -4.42234387e-02 -9.49197096e-02
-1.03705464e-01 -3.30975123e-01 1.14224654e-01 8.82649609e-03
1.45602472e-01 9.23953200e-02]
[ -1.01569182e-01 -2.24785876e-02 -1.58715396e-02 2.19715660e-02
3.08199241e-03 -2.03855631e-01 -7.47964604e-02 -2.00315975e-02
1.59233655e-02 1.26734780e-01]
[ -1.53898799e-01 -1.08819843e-01 -2.00905074e-01 -1.34635185e-02
-2.76841305e-01 -1.74239363e-03 3.30026326e-02 -2.46261062e-02
-4.54629198e-03 4.96441936e-02]
[ -3.09520550e-02 -1.10784731e-01 -7.50776971e-02 -1.26954556e-01
5.29483618e-01 2.75835103e-01 5.81224866e-01 1.13024737e-01
-1.81813303e-01 -3.78333785e-01]
[ -1.99933661e-02 -4.14312108e-01 -3.17127756e-02 -7.75706869e-02
6.73169030e-01 1.02085570e-01 5.46908835e-01 9.10583007e-02
2.62050558e-02 -3.90098216e-01]
[ 9.59772020e-03 -4.66726486e-01 -4.40541970e-02 -1.09057980e-01
6.81416387e-01 2.39249234e-02 5.11565560e-01 4.84766896e-02
-3.65570556e-01 -2.21597195e-01]
[ -1.72882994e-01 -6.10711743e-01 -1.02586770e-02 -2.05459613e-01
7.76412825e-01 -9.02449591e-02 6.38024871e-01 -8.31099549e-02
-6.93160170e-02 8.20414996e-02]
[ -2.93585070e-01 -4.21391872e-01 5.63932478e-02 -4.46686989e-02
9.04848368e-01 1.41269383e-01 4.36262401e-01 4.78423893e-02
-8.65880440e-02 -1.33469825e-01]
[ -2.07703445e-01 -3.20567269e-01 2.50776311e-01 -2.45016087e-01
6.70390913e-01 -4.39420205e-02 7.04031416e-01 1.28594819e-02
-2.58783311e-01 -2.96854715e-02]
[ -1.30507051e-01 -2.27890251e-01 -1.80888179e-01 -1.00798948e-01
4.87330421e-01 -2.30298830e-01 1.82573444e-01 1.68924123e-01
-8.80075498e-03 -1.18172288e-01]
[ 1.01019867e-01 2.29693197e-01 1.59585648e-01 -1.05956979e-01
-4.67994641e-02 5.43183701e-02 -1.33012762e-01 2.81747028e-01
6.38708368e-02 1.65689082e-01]
[ 3.52014756e-01 3.34385774e-01 -8.15910315e-02 3.16220695e-01
-8.90926735e-01 -2.88651627e-01 -4.86348639e-01 1.77476060e-01
3.86795599e-01 -2.70583705e-02]
[ 4.55241296e-02 1.28310900e-01 2.52466189e-01 2.46661687e-01
-5.21797566e-02 -1.95442952e-01 -1.72800984e-01 -1.33178323e-01
-1.41333123e-01 -2.92069913e-01]
[ 2.01999349e-02 -7.48686059e-02 -1.19922324e-01 -5.88494488e-02
2.41088247e-01 4.15340025e-02 1.97818039e-03 -1.85094415e-01
3.00535141e-02 2.02748550e-01]
[ 1.81637770e-03 -5.18719346e-02 -6.68424163e-02 -5.07567194e-02
-2.60990066e-02 -1.77651078e-01 8.39814458e-02 9.98988026e-03
3.75512411e-02 4.87858838e-03]
[ 2.87362514e-02 7.58414060e-02 2.43769009e-01 7.28091799e-02
-2.25823689e-01 -1.35094630e-01 1.07177089e-01 3.94289837e-02
-1.86547434e-01 1.05572505e-01]
[ 7.21269406e-02 3.51843681e-02 1.07334238e-01 6.62660769e-03
-2.38095265e-01 6.86042142e-02 6.04890253e-02 -2.70990998e-01
-1.82194497e-02 -8.93318496e-02]
[ -1.07756221e-02 9.85044270e-02 8.43725390e-02 -3.11075190e-02
-4.68387596e-02 1.80551333e-01 9.30750871e-02 1.18270753e-01
-2.24240928e-02 1.71019240e-01]
[ 2.24618455e-01 8.26170696e-02 3.00947932e-02 8.59858365e-02
1.77802192e-02 -2.49876093e-02 -1.78803244e-01 1.48782085e-01
-5.06536670e-02 -1.51446449e-02]
[ 4.57793408e-02 8.51108625e-03 1.81848984e-02 4.53572810e-02
-4.27560404e-01 -1.24130883e-01 -2.16189024e-01 4.14212454e-02
1.22056193e-01 1.96631945e-01]
[ 5.63468081e-02 5.21013653e-01 1.27068543e-01 4.31936279e-01
-1.18286116e+00 -3.06982512e-01 -6.06754638e-01 -7.11471331e-02
2.98741912e-01 3.42924953e-01]
[ 1.80123859e-01 5.05001585e-01 6.70459789e-02 4.29287080e-01
-9.43678260e-01 -8.45199222e-02 -4.44891880e-01 1.51241965e-01
2.12271211e-01 4.83690451e-01]
[ 2.60838562e-01 3.29361066e-01 2.49412368e-01 1.58148906e-01
-4.65948505e-01 7.74340506e-02 -2.36940443e-01 1.63381781e-01
2.47444397e-01 8.81547822e-02]
[ -7.29097159e-02 2.25320009e-01 2.41792882e-01 1.79832157e-02
-4.48508106e-02 1.30345276e-01 -1.04806639e-01 -1.50742445e-02
-3.17645801e-02 5.15072025e-02]
[ -9.83649765e-02 -1.20222188e-04 2.49282615e-02 9.41877239e-02
-5.66829786e-02 1.15614375e-01 2.47794115e-01 2.01430143e-02
-2.74208460e-01 -9.25140926e-02]
[ -2.25383547e-01 -4.06071083e-02 -9.53155736e-02 -3.50331484e-01
1.99904282e-01 1.21150566e-01 1.17712940e-01 1.02886871e-01
-2.11923916e-01 2.64514029e-02]
[ 9.56133053e-03 -3.97629791e-01 -1.27785753e-01 -1.62293732e-01
3.74423761e-01 2.59886418e-02 1.88789109e-01 1.52385823e-01
-1.65983060e-01 -2.23131321e-01]
[ 1.22071905e-01 -2.20537108e-01 -1.51345031e-01 -1.22717852e-02
3.29252398e-02 -5.13511775e-02 7.62415139e-02 -1.52445231e-01
1.20884241e-01 -1.44007106e-01]
[ -1.20358167e-01 6.28422854e-02 2.62309266e-01 -1.19904067e-02
1.70938487e-01 8.24001380e-02 5.21890809e-02 -2.97930853e-01
-1.16131285e-01 -6.36151223e-02]
[ -3.50622874e-01 1.80843242e-02 1.32696079e-02 -3.01981638e-02
1.64309134e-01 -1.72933371e-01 1.64772710e-02 2.34046999e-01
-8.86696846e-02 7.08141453e-02]
[ 1.40862595e-01 9.56331322e-03 -2.36281050e-01 -8.89857323e-02
1.28734349e-01 -2.96183729e-01 8.08569504e-02 -1.68106105e-01
-3.96919009e-03 -1.94781828e-01]
[ 2.12473972e-01 -1.84035706e-01 6.45425697e-02 -2.15941417e-02
9.40834831e-02 -3.63466745e-02 3.72258513e-02 -1.36722354e-01
1.14477044e-01 -1.78104881e-01]
[ -1.04712515e-01 -7.69568390e-02 1.21720702e-01 1.10226642e-01
3.84937741e-02 -1.14014015e-01 2.59137258e-01 -7.79017816e-02
1.84618094e-01 -2.79348722e-03]
[ -9.61245408e-03 -1.89680521e-01 1.97364152e-01 -2.55592844e-01
-9.01884291e-02 1.18537680e-01 7.67722112e-02 -1.17862007e-01
1.76245919e-02 2.15243879e-01]]
[[ 0.62224677]
[ 1.64792258]
[ 0.2531338 ]
[ 0.87819749]
[-2.72030828]
[-0.2621885 ]
[-1.67471129]
[ 0.07025538]
[ 0.70113938]
[ 0.88924893]]
Progress: 37.0% ... Training loss: 0.276 ... Validation loss: 0.449[[ 1.58363596e-01 2.16211588e-01 -1.07188116e-01 1.03765526e-01
-5.22234359e-01 -6.98633509e-02 -5.74048927e-02 1.21088326e-01
-6.27995152e-02 1.83013979e-01]
[ 1.47442935e-02 1.52974827e-01 -1.90541229e-02 4.69544921e-02
8.18631762e-02 -7.03063013e-03 3.12754057e-01 4.13023180e-02
1.42371877e-01 -2.69548064e-02]
[ 1.89585291e-01 7.28806573e-01 1.10071634e-02 -4.09153007e-02
5.48527874e-01 -2.28343466e-02 -8.15314041e-01 -4.07578957e-02
5.43095331e-02 2.81293953e-01]
[ 2.74023413e-02 -3.39350355e-01 -2.06656583e-01 1.36633740e-01
-1.51313752e-02 1.38508487e-01 1.64362793e-01 6.15429764e-02
9.69443361e-02 2.46961677e-01]
[ -1.98044477e-02 1.03022958e-01 -1.49645161e-01 3.82008835e-02
-9.64957649e-03 -1.79685958e-01 6.54000097e-02 -1.18495837e-01
-1.95618432e-01 -4.17591271e-02]
[ -3.81262896e-01 -6.15784612e-01 -2.95411014e-01 1.65854609e-01
-4.15617023e-02 3.90673727e-02 3.09946698e-01 -3.74340524e-02
-1.56951915e-02 -1.14950762e-02]
[ -6.64695164e-03 -2.20269058e-01 8.72996223e-03 8.77789399e-02
3.66158324e-03 -7.02401529e-02 1.82287862e-01 -1.90966312e-01
1.93090621e-01 2.97321598e-02]
[ 1.08128879e-01 -2.55806115e-01 3.25616609e-02 -7.55290672e-02
6.58516265e-02 -4.72015876e-02 8.34583771e-02 1.18759710e-01
7.63278468e-02 -2.81236215e-02]
[ -1.72615735e-01 -1.36844787e-01 -3.02474735e-01 -1.84943853e-02
-1.99988464e-02 6.83969860e-02 -1.47081794e-01 -2.89813868e-02
2.64664180e-01 -1.29987230e-01]
[ 5.03054268e-02 -3.90042416e-01 8.69219399e-02 2.43249233e-02
-8.18222067e-02 -1.16944672e-01 1.90188416e-01 -1.05220990e-01
1.73472496e-02 9.65787698e-02]
[ -8.40904949e-02 -6.69499584e-02 1.37550165e-03 -1.41761351e-01
-3.20271112e-02 1.70011286e-02 1.93944463e-01 -1.02742310e-01
-1.06547436e-02 -1.24042135e-01]
[ -1.24234348e-01 -1.74764313e-01 -7.19139025e-02 -5.09138147e-03
3.86354641e-01 1.02535754e-01 1.30231758e-01 -1.66200817e-02
-1.74085680e-01 -2.19378902e-01]
[ -1.57533965e-01 3.66753400e-03 6.16462445e-02 2.09043254e-02
-1.70781290e-01 -2.19462599e-01 -1.76832215e-01 -1.97090736e-01
8.62012488e-02 1.73104853e-01]
[ -2.71184082e-01 -3.28927801e-01 9.96278447e-02 2.27662996e-01
-1.02824271e-01 -6.87123127e-02 7.28365431e-02 -2.59505807e-01
-2.59820282e-01 -7.14334881e-02]
[ 1.07225852e-01 -1.73298269e-01 -2.01171442e-02 1.24658489e-01
-5.52714064e-02 -8.97650701e-02 2.25875044e-01 3.55813752e-03
3.16240697e-02 1.04686763e-02]
[ 4.02606959e-02 -8.89869895e-02 -2.09435248e-01 1.55976172e-01
-6.53911211e-02 8.19964844e-02 -4.88077772e-02 -1.95580687e-02
-8.56814147e-02 -8.97213012e-05]
[ -1.16870116e-01 -6.91737100e-02 -2.00490316e-01 1.62566904e-01
-7.32381547e-03 1.32649191e-01 2.45677780e-03 -2.49896841e-01
7.55242671e-02 -1.91726625e-01]
[ -6.90498980e-02 -4.36165447e-02 2.75289311e-01 9.91831678e-02
1.19509005e-01 -6.10976323e-02 -1.19931162e-01 1.20591408e-01
7.42098458e-02 3.48463986e-02]
[ 5.54498637e-02 -2.73319165e-02 8.70005050e-02 8.47438068e-02
5.96246366e-02 -1.60504479e-02 2.27248962e-01 1.20110882e-01
-3.04328474e-02 -6.51453738e-02]
[ 1.12805903e-02 -1.46083884e-01 -2.90801347e-01 -4.83721227e-02
1.44808825e-01 -9.30121349e-02 1.49270253e-01 1.63438122e-01
1.10509719e-01 -2.67558889e-02]
[ 5.02545707e-02 -1.78052903e-02 -1.15771233e-01 4.66218019e-02
-1.05255832e-01 3.20874014e-01 2.62596276e-01 2.04835866e-01
-1.58392056e-01 -5.98421597e-02]
[ 2.32209679e-03 -1.02538660e-02 1.22894631e-01 1.06427225e-01
-7.82983636e-04 1.05243979e-01 -1.17454237e-01 -4.17061597e-02
2.13849641e-01 7.95427404e-02]
[ 1.12444056e-01 7.94412120e-02 -4.42802124e-02 -9.51093951e-02
-1.03343585e-01 -3.30917453e-01 1.14779048e-01 8.81149330e-03
1.45472737e-01 9.21987371e-02]
[ -1.00359497e-01 -1.96687568e-02 -1.53761883e-02 2.37190393e-02
-2.08449344e-03 -2.04362705e-01 -7.78462775e-02 -1.98945224e-02
1.72518081e-02 1.28460143e-01]
[ -1.54224153e-01 -1.09188325e-01 -2.01029164e-01 -1.38926867e-02
-2.76532566e-01 -1.61144631e-03 3.36745254e-02 -2.46611159e-02
-4.80446693e-03 4.92319011e-02]
[ -3.06379333e-02 -1.10427838e-01 -7.49440013e-02 -1.26466084e-01
5.27973971e-01 2.75696441e-01 5.80815634e-01 1.13061503e-01
-1.81477972e-01 -3.77903539e-01]
[ -1.96573282e-02 -4.13799518e-01 -3.15817374e-02 -7.70897198e-02
6.71883593e-01 1.01943959e-01 5.46286955e-01 9.10965651e-02
2.65696433e-02 -3.89643947e-01]
[ 9.74939562e-03 -4.66642634e-01 -4.40062149e-02 -1.08859894e-01
6.80744842e-01 2.38629367e-02 5.11392750e-01 4.84936809e-02
-3.65407758e-01 -2.21392600e-01]
[ -1.72827352e-01 -6.10933379e-01 -1.02327139e-02 -2.05370787e-01
7.76093844e-01 -9.02734897e-02 6.38113979e-01 -8.31031262e-02
-6.92456737e-02 8.21650473e-02]
[ -2.93576774e-01 -4.21424885e-01 5.63981494e-02 -4.46438601e-02
9.04824142e-01 1.41259654e-01 4.36269465e-01 4.78432951e-02
-8.65691599e-02 -1.33448310e-01]
[ -2.07541489e-01 -3.20303316e-01 2.50842785e-01 -2.44787430e-01
6.69774032e-01 -4.40116684e-02 7.03802878e-01 1.28782971e-02
-2.58611612e-01 -2.94547994e-02]
[ -1.30637041e-01 -2.28115959e-01 -1.80935911e-01 -1.00979127e-01
4.87836611e-01 -2.30244937e-01 1.82847683e-01 1.68909629e-01
-8.93092059e-03 -1.18356891e-01]
[ 1.01752119e-01 2.31665620e-01 1.59884988e-01 -1.04881590e-01
-5.01193224e-02 5.40000781e-02 -1.35061842e-01 2.81832563e-01
6.47177531e-02 1.66679878e-01]
[ 3.51180955e-01 3.32335723e-01 -8.19657777e-02 3.14937694e-01
-8.87452569e-01 -2.88263064e-01 -4.84043741e-01 1.77367227e-01
3.85976760e-01 -2.83200298e-02]
[ 4.54995101e-02 1.28173890e-01 2.52448983e-01 2.46582874e-01
-5.20621375e-02 -1.95416618e-01 -1.72755795e-01 -1.33184495e-01
-1.41392389e-01 -2.92165172e-01]
[ 2.08071072e-02 -7.34780627e-02 -1.19678655e-01 -5.79649379e-02
2.38293457e-01 4.12756942e-02 4.40963355e-04 -1.85033469e-01
3.07300099e-02 2.03631971e-01]
[ 2.52260431e-03 -5.02255360e-02 -6.65757486e-02 -4.98073685e-02
-2.87527165e-02 -1.77945451e-01 8.23530591e-02 1.00656038e-02
3.83225680e-02 5.87048814e-03]
[ 2.97474696e-02 7.86073739e-02 2.44191846e-01 7.42972475e-02
-2.30360380e-01 -1.35533121e-01 1.04431121e-01 3.95509033e-02
-1.85369864e-01 1.07041536e-01]
[ 7.27705934e-02 3.70047692e-02 1.07614961e-01 7.60441349e-03
-2.40873121e-01 6.83150419e-02 5.87221256e-02 -2.70915983e-01
-1.74627734e-02 -8.83383271e-02]
[ -1.07997442e-02 9.84738299e-02 8.43607677e-02 -3.11481082e-02
-4.67319022e-02 1.80562960e-01 9.30862477e-02 1.18267423e-01
-2.24565547e-02 1.70978196e-01]
[ 2.24495836e-01 8.23721640e-02 3.00332846e-02 8.57753879e-02
1.83964899e-02 -2.49240282e-02 -1.78638581e-01 1.48765155e-01
-5.07974308e-02 -1.53559775e-02]
[ 4.56833390e-02 8.45235898e-03 1.81535816e-02 4.52260778e-02
-4.27169704e-01 -1.24090969e-01 -2.16106321e-01 4.14105642e-02
1.21943847e-01 1.96484121e-01]
[ 5.61900527e-02 5.20800731e-01 1.26994884e-01 4.31735112e-01
-1.18299255e+00 -3.06889044e-01 -6.06136132e-01 -7.11652416e-02
2.98562479e-01 3.42716855e-01]
[ 1.80269805e-01 5.05335038e-01 6.71072166e-02 4.29476137e-01
-9.43906112e-01 -8.45700033e-02 -4.45205597e-01 1.51258234e-01
2.12428875e-01 4.83903360e-01]
[ 2.60848194e-01 3.29496730e-01 2.49434806e-01 1.58244777e-01
-4.66534332e-01 7.74117456e-02 -2.37003714e-01 1.63388685e-01
2.47511611e-01 8.82262602e-02]
[ -7.28409646e-02 2.25490125e-01 2.41820524e-01 1.80765180e-02
-4.51172349e-02 1.30316326e-01 -1.04969007e-01 -1.50663615e-02
-3.16855480e-02 5.16030047e-02]
[ -9.77477917e-02 1.33050871e-03 2.51743508e-02 9.50277526e-02
-5.93929154e-02 1.15354297e-01 2.46167677e-01 2.02105270e-02
-2.73521872e-01 -9.16709932e-02]
[ -2.25356647e-01 -4.05742939e-02 -9.53034788e-02 -3.50287423e-01
1.99774887e-01 1.21137305e-01 1.17669468e-01 1.02890425e-01
-2.11888567e-01 2.64963626e-02]
[ 9.43801527e-03 -3.97886753e-01 -1.27833680e-01 -1.62471042e-01
3.74963697e-01 2.60413109e-02 1.89105273e-01 1.52371995e-01
-1.66116318e-01 -2.23309265e-01]
[ 1.23431004e-01 -2.17096711e-01 -1.50872134e-01 -1.02953948e-02
2.49926792e-02 -5.19228442e-02 7.33255660e-02 -1.52313956e-01
1.22463912e-01 -1.42249550e-01]
[ -1.20172844e-01 6.30049163e-02 2.62393101e-01 -1.16845854e-02
1.69887980e-01 8.22973957e-02 5.18968400e-02 -2.97906836e-01
-1.15920968e-01 -6.34229508e-02]
[ -3.49562120e-01 2.07964872e-02 1.37075070e-02 -2.87045157e-02
1.60392259e-01 -1.73377653e-01 1.37306693e-02 2.34169131e-01
-8.75545644e-02 7.23368471e-02]
[ 1.41876223e-01 1.21040999e-02 -2.35851265e-01 -8.75558360e-02
1.24799089e-01 -2.96580374e-01 7.86674260e-02 -1.67989828e-01
-2.80399489e-03 -1.93341589e-01]
[ 2.13089418e-01 -1.82553670e-01 6.48169836e-02 -2.06187968e-02
9.14124792e-02 -3.66354840e-02 3.55298060e-02 -1.36645654e-01
1.15235456e-01 -1.77133006e-01]
[ -1.04682254e-01 -7.68774323e-02 1.21740691e-01 1.10287305e-01
3.82547413e-02 -1.14026117e-01 2.58998771e-01 -7.78972566e-02
1.84675411e-01 -2.72583330e-03]
[ -9.79152222e-03 -1.90633673e-01 1.97272259e-01 -2.55990028e-01
-8.92519073e-02 1.18660499e-01 7.72954773e-02 -1.17889479e-01
1.75075016e-02 2.15025680e-01]]
[[ 0.63564877]
[ 1.65905409]
[ 0.26476502]
[ 0.89218033]
[-2.70447495]
[-0.25068414]
[-1.65874919]
[ 0.08122421]
[ 0.71560583]
[ 0.90357229]]
Progress: 37.0% ... Training loss: 0.276 ... Validation loss: 0.450[[ 1.58138712e-01 2.14848731e-01 -1.07284357e-01 1.03491554e-01
-5.21459520e-01 -6.97678873e-02 -5.60549010e-02 1.21055322e-01
-6.29903106e-02 1.82513925e-01]
[ 1.45838329e-02 1.52558237e-01 -1.91205646e-02 4.67338776e-02
8.23802402e-02 -6.97073085e-03 3.13171126e-01 4.12820613e-02
1.42193162e-01 -2.71738668e-02]
[ 1.89760642e-01 7.29031132e-01 1.09914554e-02 -4.09014332e-02
5.50599617e-01 -2.28593473e-02 -8.15661235e-01 -4.07582123e-02
5.44813660e-02 2.81376687e-01]
[ 2.56861510e-02 -3.41200770e-01 -2.07239458e-01 1.34483448e-01
-9.48778437e-03 1.39108102e-01 1.67244961e-01 6.13274800e-02
9.55291566e-02 2.45030408e-01]
[ -2.14306964e-02 9.73344849e-02 -1.50333528e-01 3.60865689e-02
-3.82401734e-03 -1.79103624e-01 7.10505228e-02 -1.18681682e-01
-1.97634319e-01 -4.41909723e-02]
[ -3.79778851e-01 -6.12778364e-01 -2.94781703e-01 1.67980217e-01
-4.91186144e-02 3.84747137e-02 3.06485413e-01 -3.72424437e-02
-1.39945176e-02 -9.54124408e-03]
[ -8.87391332e-03 -2.25563773e-01 7.81780645e-03 8.47680522e-02
1.30840101e-02 -6.93918757e-02 1.87701660e-01 -1.91236720e-01
1.90704323e-01 2.67540668e-02]
[ 1.07792615e-01 -2.56810532e-01 3.23617905e-02 -7.60914222e-02
6.72118853e-02 -4.70700487e-02 8.43595021e-02 1.18705743e-01
7.59289900e-02 -2.87198585e-02]
[ -1.73483495e-01 -1.39238731e-01 -3.02795094e-01 -1.96388769e-02
-1.66170416e-02 6.86940012e-02 -1.44616210e-01 -2.90882571e-02
2.63750417e-01 -1.31240998e-01]
[ 5.09331776e-02 -3.89951297e-01 8.71574166e-02 2.50924577e-02
-8.32336710e-02 -1.17204492e-01 1.89246881e-01 -1.05139171e-01
1.80254089e-02 9.71507815e-02]
[ -8.57333963e-02 -7.02743548e-02 6.86954268e-04 -1.44060419e-01
-2.66542584e-02 1.76310195e-02 1.97630402e-01 -1.02952129e-01
-1.24213355e-02 -1.26334890e-01]
[ -1.25166138e-01 -1.77217864e-01 -7.22639057e-02 -6.15197379e-03
3.89000831e-01 1.02849855e-01 1.32806576e-01 -1.67317183e-02
-1.74995490e-01 -2.20532425e-01]
[ -1.57533965e-01 3.66753400e-03 6.16462445e-02 2.09043254e-02
-1.70781290e-01 -2.19462599e-01 -1.76832215e-01 -1.97090736e-01
8.62012488e-02 1.73104853e-01]
[ -2.71337038e-01 -3.29638389e-01 9.95644626e-02 2.27507988e-01
-1.03163402e-01 -6.86718389e-02 7.34779326e-02 -2.59520678e-01
-2.59990072e-01 -7.16791997e-02]
[ 1.06592893e-01 -1.74349817e-01 -2.03699062e-02 1.23804961e-01
-5.36340335e-02 -8.95139368e-02 2.27069535e-01 3.47639369e-03
3.09239294e-02 9.68009186e-03]
[ 4.17900636e-02 -8.56781846e-02 -2.08801366e-01 1.58011633e-01
-7.10739494e-02 8.14150029e-02 -5.25301753e-02 -1.93705721e-02
-8.39892244e-02 1.77452520e-03]
[ -1.17350794e-01 -7.01443411e-02 -2.00689201e-01 1.61866244e-01
-5.07342794e-03 1.32824897e-01 3.36753172e-03 -2.49948506e-01
7.50127067e-02 -1.92337908e-01]
[ -7.00197763e-02 -4.59004926e-02 2.74894394e-01 9.78299167e-02
1.23570396e-01 -6.07355959e-02 -1.17538204e-01 1.20470580e-01
7.31498874e-02 3.34801619e-02]
[ 5.47435952e-02 -2.91115382e-02 8.66945090e-02 8.38520568e-02
6.24284243e-02 -1.57658215e-02 2.29241458e-01 1.20018209e-01
-3.12172996e-02 -6.60945318e-02]
[ 1.10469483e-02 -1.46619920e-01 -2.90899010e-01 -4.87120491e-02
1.45693994e-01 -9.29245395e-02 1.49856292e-01 1.63406594e-01
1.10232022e-01 -2.71183464e-02]
[ 5.08282674e-02 -1.63948814e-02 -1.15530945e-01 4.74773179e-02
-1.07928183e-01 3.20635270e-01 2.61059152e-01 2.04912276e-01
-1.57719074e-01 -5.90700329e-02]
[ 2.21877529e-03 -1.08646535e-02 1.22809803e-01 1.06193035e-01
4.36171331e-04 1.05308594e-01 -1.16942602e-01 -4.17288553e-02
2.13746620e-01 7.93869823e-02]
[ 1.11413895e-01 7.68466496e-02 -4.46648431e-02 -9.65022000e-02
-1.00296171e-01 -3.30550850e-01 1.17445997e-01 8.68110321e-03
1.44361874e-01 9.07384270e-02]
[ -1.00765502e-01 -2.06473972e-02 -1.55476837e-02 2.31434622e-02
-4.67906451e-04 -2.04213432e-01 -7.68233664e-02 -1.99456324e-02
1.67914631e-02 1.27881661e-01]
[ -1.53558291e-01 -1.08078004e-01 -2.00751849e-01 -1.28790950e-02
-2.78751942e-01 -1.88911112e-03 3.23336475e-02 -2.45671548e-02
-3.99005551e-03 5.02392434e-02]
[ -3.07845574e-02 -1.10912995e-01 -7.50067485e-02 -1.26672115e-01
5.28577570e-01 2.75754321e-01 5.81193875e-01 1.13044824e-01
-1.81642885e-01 -3.78102169e-01]
[ -2.00011971e-02 -4.14874023e-01 -3.17263857e-02 -7.75873636e-02
6.73131160e-01 1.02075117e-01 5.47368807e-01 9.10520557e-02
2.62198471e-02 -3.90164767e-01]
[ 1.01095227e-02 -4.66341025e-01 -4.38484900e-02 -1.08291561e-01
6.79052569e-01 2.37099800e-02 5.11017830e-01 4.85439021e-02
-3.65001531e-01 -2.20901187e-01]
[ -1.73215641e-01 -6.11819496e-01 -1.03852316e-02 -2.05914940e-01
7.77655215e-01 -9.01263592e-02 6.39076651e-01 -8.31507819e-02
-6.96740830e-02 8.16638777e-02]
[ -2.93676286e-01 -4.21687001e-01 5.63574623e-02 -4.47824783e-02
9.05025956e-01 1.41296416e-01 4.36532287e-01 4.78304113e-02
-8.66827184e-02 -1.33591812e-01]
[ -2.07394996e-01 -3.20034334e-01 2.50913548e-01 -2.44532595e-01
6.69030367e-01 -4.40836744e-02 7.03540574e-01 1.29006747e-02
-2.58408102e-01 -2.91964533e-02]
[ -1.30570354e-01 -2.27946140e-01 -1.80905273e-01 -1.00873373e-01
4.87550508e-01 -2.30276317e-01 1.82657214e-01 1.68919486e-01
-8.84565097e-03 -1.18249309e-01]
[ 1.01574200e-01 2.31711526e-01 1.59819093e-01 -1.05119996e-01
-4.91156420e-02 5.40618177e-02 -1.34874146e-01 2.81808720e-01
6.45847941e-02 1.66408122e-01]
[ 3.51232615e-01 3.32800599e-01 -8.19432430e-02 3.15046320e-01
-8.87771672e-01 -2.88274088e-01 -4.84537300e-01 1.77373149e-01
3.86023352e-01 -2.82283215e-02]
[ 4.54972822e-02 1.28168144e-01 2.52448058e-01 2.46580075e-01
-5.20526154e-02 -1.95415750e-01 -1.72749954e-01 -1.33184735e-01
-1.41394902e-01 -2.92168356e-01]
[ 2.03047025e-02 -7.46141521e-02 -1.19904809e-01 -5.87231916e-02
2.40427877e-01 4.14725147e-02 1.67832244e-03 -1.85099095e-01
3.01263370e-02 2.02850062e-01]
[ 2.27767903e-03 -5.09019510e-02 -6.66782383e-02 -5.01445785e-02
-2.75250574e-02 -1.77846699e-01 8.31023066e-02 1.00325839e-02
3.80316499e-02 5.51663567e-03]
[ 3.01253501e-02 7.96023537e-02 2.44348728e-01 7.48597496e-02
-2.32134987e-01 -1.35710357e-01 1.03387438e-01 3.96026942e-02
-1.84911990e-01 1.07531594e-01]
[ 7.34880355e-02 3.87272571e-02 1.07921230e-01 8.60489690e-03
-2.43674072e-01 6.80237357e-02 5.65990313e-02 -2.70825302e-01
-1.66464556e-02 -8.73792507e-02]
[ -1.14719982e-02 9.68488999e-02 8.40753923e-02 -3.21113585e-02
-4.41470354e-02 1.80824249e-01 9.47891113e-02 1.18179332e-01
-2.32306068e-02 1.69991628e-01]
[ 2.24219040e-01 8.14109295e-02 2.99216482e-02 8.53947598e-02
1.96442055e-02 -2.48319432e-02 -1.77934401e-01 1.48735698e-01
-5.11105292e-02 -1.57545305e-02]
[ 4.56246061e-02 8.33398661e-03 1.81238814e-02 4.51263010e-02
-4.26736649e-01 -1.24066249e-01 -2.16041276e-01 4.14008500e-02
1.21862039e-01 1.96382171e-01]
[ 5.56031813e-02 5.18877517e-01 1.26759209e-01 4.31149617e-01
-1.18187085e+00 -3.06673869e-01 -6.04247939e-01 -7.12378114e-02
2.97990391e-01 3.41999861e-01]
[ 1.80905021e-01 5.06717354e-01 6.73701019e-02 4.30288013e-01
-9.46045463e-01 -8.47973744e-02 -4.46547757e-01 1.51339151e-01
2.13127285e-01 4.84734203e-01]
[ 2.60652630e-01 3.28949851e-01 2.49338665e-01 1.57883504e-01
-4.65934440e-01 7.74868980e-02 -2.36667548e-01 1.63360573e-01
2.47309193e-01 8.79555134e-02]
[ -7.35851719e-02 2.23840253e-01 2.41501367e-01 1.69905977e-02
-4.22437901e-02 1.30617154e-01 -1.03142309e-01 -1.51629019e-02
-3.25336441e-02 5.05259089e-02]
[ -9.75458940e-02 1.79188085e-03 2.52608236e-02 9.53185979e-02
-6.01845159e-02 1.15274643e-01 2.45735138e-01 2.02369448e-02
-2.73296194e-01 -9.13832283e-02]
[ -2.25288152e-01 -4.04487868e-02 -9.52716501e-02 -3.50188798e-01
1.99479230e-01 1.21111931e-01 1.17501459e-01 1.02899283e-01
-2.11807418e-01 2.65962871e-02]
[ 9.30537300e-03 -3.98160786e-01 -1.27889003e-01 -1.62665589e-01
3.75564278e-01 2.60934295e-02 1.89466356e-01 1.52354256e-01
-1.66257289e-01 -2.23473517e-01]
[ 1.21756077e-01 -2.20443347e-01 -1.51522439e-01 -1.25058205e-02
2.90479728e-02 -5.12968991e-02 7.66832019e-02 -1.52528703e-01
1.20737290e-01 -1.44544306e-01]
[ -1.20325508e-01 6.24416860e-02 2.62324181e-01 -1.19053042e-02
1.70498861e-01 8.23491300e-02 5.23450418e-02 -2.97925062e-01
-1.16084117e-01 -6.36252702e-02]
[ -3.49172527e-01 2.12921421e-02 1.38830520e-02 -2.82124514e-02
1.59420458e-01 -1.73558161e-01 1.30063476e-02 2.34225215e-01
-8.71181491e-02 7.28342662e-02]
[ 1.40670274e-01 9.26035928e-03 -2.36384040e-01 -8.93366016e-02
1.29562183e-01 -2.96117334e-01 8.17438516e-02 -1.68150721e-01
-4.25214124e-03 -1.95155320e-01]
[ 2.13141543e-01 -1.83154292e-01 6.48322988e-02 -2.05647118e-02
9.16275411e-02 -3.66354777e-02 3.59623774e-02 -1.36635307e-01
1.15313194e-01 -1.77130412e-01]
[ -1.05880802e-01 -7.96753136e-02 1.21234654e-01 1.08750206e-01
4.28591983e-02 -1.13582688e-01 2.61911053e-01 -7.80456617e-02
1.83370238e-01 -4.32698820e-03]
[ -7.94809517e-03 -1.86664045e-01 1.98036362e-01 -2.53379294e-01
-9.59213145e-02 1.17941024e-01 7.31119044e-02 -1.17653276e-01
1.96381946e-02 2.17563362e-01]]
[[ 0.62865567]
[ 1.65342089]
[ 0.2593689 ]
[ 0.88557308]
[-2.71325387]
[-0.2545575 ]
[-1.66685306]
[ 0.0763943 ]
[ 0.70697609]
[ 0.89879043]]
Progress: 37.0% ... Training loss: 0.274 ... Validation loss: 0.447[[ 1.59278203e-01 2.18263629e-01 -1.06694139e-01 1.05317477e-01
-5.26868151e-01 -7.03526355e-02 -5.89384277e-02 1.21232655e-01
-6.15997702e-02 1.84246601e-01]
[ 1.45382643e-02 1.52518551e-01 -1.91359314e-02 4.66795305e-02
8.26121251e-02 -6.95429756e-03 3.13231847e-01 4.12773299e-02
1.42143966e-01 -2.72193226e-02]
[ 1.91288597e-01 7.32207429e-01 1.16829320e-02 -3.85993078e-02
5.46706654e-01 -2.35473309e-02 -8.19270633e-01 -4.05448116e-02
5.64207984e-02 2.83930113e-01]
[ 2.70465445e-02 -3.37369081e-01 -2.06684237e-01 1.36341331e-01
-1.47771683e-02 1.38620929e-01 1.63511403e-01 6.14714562e-02
9.70607417e-02 2.46989571e-01]
[ -2.29020153e-02 9.37117774e-02 -1.50876859e-01 3.41822414e-02
1.84840078e-03 -1.78533568e-01 7.44454871e-02 -1.18860394e-01
-1.99359038e-01 -4.64272980e-02]
[ -3.80497335e-01 -6.13973545e-01 -2.95036535e-01 1.67093558e-01
-4.76462147e-02 3.87484697e-02 3.08000855e-01 -3.73249780e-02
-1.47958249e-02 -1.06276768e-02]
[ -1.06315149e-02 -2.30187028e-01 7.10945665e-03 8.22228196e-02
2.08651976e-02 -6.86855797e-02 1.92214824e-01 -1.91450330e-01
1.88725282e-01 2.43932282e-02]
[ 1.09051775e-01 -2.53606508e-01 3.29526351e-02 -7.41516314e-02
6.20291076e-02 -4.76512041e-02 8.09441263e-02 1.18883002e-01
7.74571700e-02 -2.68478772e-02]
[ -1.73551413e-01 -1.39164030e-01 -3.02805024e-01 -1.97059499e-02
-1.68306902e-02 6.87096865e-02 -1.44144706e-01 -2.90913720e-02
2.63745831e-01 -1.31409198e-01]
[ 4.86145026e-02 -3.95290414e-01 8.62827505e-02 2.18592568e-02
-7.39029485e-02 -1.16312080e-01 1.95225395e-01 -1.05406837e-01
1.55118610e-02 9.39352624e-02]
[ -8.55439720e-02 -6.93959674e-02 8.12527862e-04 -1.43618804e-01
-2.89037385e-02 1.74938562e-02 1.96717017e-01 -1.02911443e-01
-1.21418977e-02 -1.26035063e-01]
[ -1.24321731e-01 -1.75296845e-01 -7.18970804e-02 -4.91956189e-03
3.85776749e-01 1.02509189e-01 1.30826181e-01 -1.66267382e-02
-1.74018135e-01 -2.19360223e-01]
[ -1.57533965e-01 3.66753400e-03 6.16462445e-02 2.09043254e-02
-1.70781290e-01 -2.19462599e-01 -1.76832215e-01 -1.97090736e-01
8.62012488e-02 1.73104853e-01]
[ -2.71515820e-01 -3.29786162e-01 9.95151160e-02 2.27374883e-01
-1.03355695e-01 -6.86214402e-02 7.38705842e-02 -2.59535352e-01
-2.60141965e-01 -7.19210641e-02]
[ 1.06298987e-01 -1.74959306e-01 -2.04921706e-02 1.23365511e-01
-5.28729730e-02 -8.93979132e-02 2.27681731e-01 3.43968118e-03
3.05887363e-02 9.24793048e-03]
[ 4.14226834e-02 -8.67450436e-02 -2.08930158e-01 1.57525595e-01
-6.97695711e-02 8.15607617e-02 -5.16839031e-02 -1.94136273e-02
-8.44247132e-02 1.24747963e-03]
[ -1.17586622e-01 -7.08240065e-02 -2.00789175e-01 1.61515005e-01
-3.88366335e-03 1.32921672e-01 4.01234871e-03 -2.49976478e-01
7.47292049e-02 -1.92700026e-01]
[ -7.05753892e-02 -4.72720328e-02 2.74677699e-01 9.70349674e-02
1.26263514e-01 -6.05181796e-02 -1.16042219e-01 1.20403236e-01
7.25484246e-02 3.27522030e-02]
[ 5.38135745e-02 -3.15603536e-02 8.63141132e-02 8.25013548e-02
6.63819560e-02 -1.53761665e-02 2.31600835e-01 1.19901255e-01
-3.22944157e-02 -6.73441253e-02]
[ 1.16241804e-02 -1.44877151e-01 -2.90646827e-01 -4.78146203e-02
1.43003214e-01 -9.31896965e-02 1.48062737e-01 1.63484934e-01
1.10953129e-01 -2.61621964e-02]
[ 5.09235619e-02 -1.63755914e-02 -1.15454673e-01 4.77015554e-02
-1.08408619e-01 3.20573454e-01 2.60876563e-01 2.04933831e-01
-1.57468045e-01 -5.89092531e-02]
[ 2.67211408e-03 -9.53692510e-03 1.23038658e-01 1.06891476e-01
-1.08665054e-03 1.05085407e-01 -1.17914618e-01 -4.16624349e-02
2.14224493e-01 8.00010223e-02]
[ 1.12069386e-01 7.85567888e-02 -4.43947204e-02 -9.55703747e-02
-1.03023751e-01 -3.30811520e-01 1.15863832e-01 8.76298644e-03
1.45123383e-01 9.15799259e-02]
[ -1.00892253e-01 -2.10509745e-02 -1.55911593e-02 2.29695899e-02
-3.22847333e-04 -2.04174323e-01 -7.63609805e-02 -1.99590465e-02
1.66731368e-02 1.27685094e-01]
[ -1.53936209e-01 -1.08689923e-01 -2.00920606e-01 -1.34608448e-02
-2.77327783e-01 -1.71883606e-03 3.31350201e-02 -2.46172285e-02
-4.45534624e-03 4.96605944e-02]
[ -3.08000757e-02 -1.11135023e-01 -7.50092132e-02 -1.26686230e-01
5.28633910e-01 2.75756588e-01 5.81389020e-01 1.13043358e-01
-1.81658276e-01 -3.78158642e-01]
[ -2.01713561e-02 -4.15377193e-01 -3.17997647e-02 -7.78446796e-02
6.73868223e-01 1.02150315e-01 5.47887135e-01 9.10303175e-02
2.60150086e-02 -3.90452779e-01]
[ 1.03880924e-02 -4.65920185e-01 -4.37362614e-02 -1.07894568e-01
6.78106414e-01 2.35994133e-02 5.10538744e-01 4.85772919e-02
-3.64711286e-01 -2.20547474e-01]
[ -1.73496035e-01 -6.12564531e-01 -1.05002297e-02 -2.06319857e-01
7.78845145e-01 -9.00136128e-02 6.39665934e-01 -8.31836728e-02
-6.99881946e-02 8.12760193e-02]
[ -2.93728850e-01 -4.21921095e-01 5.63357527e-02 -4.48594811e-02
9.05308219e-01 1.41318263e-01 4.36768906e-01 4.78244560e-02
-8.67334702e-02 -1.33662313e-01]
[ -2.07389273e-01 -3.20076881e-01 2.50919636e-01 -2.44520007e-01
6.68988392e-01 -4.40870474e-02 7.03554869e-01 1.29018148e-02
-2.58401304e-01 -2.91764442e-02]
[ -1.31062893e-01 -2.28859440e-01 -1.81099758e-01 -1.01563375e-01
4.89625944e-01 -2.30083792e-01 1.83733746e-01 1.68859171e-01
-9.38947006e-03 -1.18962640e-01]
[ 1.00851803e-01 2.29812295e-01 1.59531077e-01 -1.06146606e-01
-4.62717568e-02 5.43583291e-02 -1.32989050e-01 2.81716959e-01
6.38140318e-02 1.65469420e-01]
[ 3.51819583e-01 3.34344974e-01 -8.16664249e-02 3.15906116e-01
-8.89879250e-01 -2.88540978e-01 -4.86010522e-01 1.77453096e-01
3.86648827e-01 -2.73860635e-02]
[ 4.58034951e-02 1.28354009e-01 2.52597159e-01 2.46990875e-01
-5.29819570e-02 -1.95560296e-01 -1.73104612e-01 -1.33140744e-01
-1.40996305e-01 -2.91705727e-01]
[ 2.02266289e-02 -7.47390086e-02 -1.19952319e-01 -5.88572934e-02
2.40840794e-01 4.15121571e-02 1.81634308e-03 -1.85110604e-01
3.00147491e-02 2.02735318e-01]
[ 2.01780574e-03 -5.13435393e-02 -6.67824272e-02 -5.05132443e-02
-2.65820170e-02 -1.77743597e-01 8.36564895e-02 1.00010127e-02
3.77322859e-02 5.14240820e-03]
[ 3.05139945e-02 8.05610321e-02 2.44510265e-01 7.54052662e-02
-2.33645017e-01 -1.35863627e-01 1.02562703e-01 3.96511185e-02
-1.84488920e-01 1.07992189e-01]
[ 7.38509583e-02 3.98690154e-02 1.08077786e-01 9.14852570e-03
-2.45451038e-01 6.78625265e-02 5.55111592e-02 -2.70776326e-01
-1.62358705e-02 -8.68165772e-02]
[ -1.15017572e-02 9.68661084e-02 8.40708804e-02 -3.21317739e-02
-4.41141570e-02 1.80830231e-01 9.47637696e-02 1.18180279e-01
-2.32482893e-02 1.69993540e-01]
[ 2.24358585e-01 8.16779625e-02 2.99982172e-02 8.56585481e-02
1.90773799e-02 -2.49118635e-02 -1.78045368e-01 1.48759064e-01
-5.09048124e-02 -1.55159086e-02]
[ 4.61163557e-02 9.59193612e-03 1.83288372e-02 4.58176487e-02
-4.28799056e-01 -1.24267173e-01 -2.17265865e-01 4.14630731e-02
1.22426189e-01 1.97078380e-01]
[ 5.46158657e-02 5.17016277e-01 1.26328616e-01 4.29762020e-01
-1.17957666e+00 -3.06240840e-01 -6.02223782e-01 -7.13678013e-02
2.96844623e-01 3.40543335e-01]
[ 1.81711819e-01 5.08810613e-01 6.77716567e-02 4.31640519e-01
-9.49451770e-01 -8.52001568e-02 -4.48700252e-01 1.51457993e-01
2.14206423e-01 4.85955923e-01]
[ 2.59966763e-01 3.27243750e-01 2.49062970e-01 1.56899110e-01
-4.63112956e-01 7.77822568e-02 -2.35067900e-01 1.63272862e-01
2.46484934e-01 8.69679536e-02]
[ -7.41167148e-02 2.22760432e-01 2.41277208e-01 1.62371467e-02
-4.02143137e-02 1.30828433e-01 -1.01865259e-01 -1.52271370e-02
-3.31023317e-02 4.97956707e-02]
[ -9.74958569e-02 1.92538950e-03 2.52822529e-02 9.53927328e-02
-6.04162439e-02 1.15252900e-01 2.45593014e-01 2.02433637e-02
-2.73236814e-01 -9.13198149e-02]
[ -2.25528238e-01 -4.08328715e-02 -9.53697586e-02 -3.50550860e-01
2.00548923e-01 1.21212466e-01 1.18021750e-01 1.02868690e-01
-2.12070938e-01 2.62558688e-02]
[ 9.14944802e-03 -3.98563877e-01 -1.27958289e-01 -1.62895214e-01
3.76212150e-01 2.61632175e-02 1.89797531e-01 1.52334326e-01
-1.66446655e-01 -2.23682170e-01]
[ 1.21309519e-01 -2.20656028e-01 -1.51699989e-01 -1.30920941e-02
2.99456771e-02 -5.11025200e-02 7.74118936e-02 -1.52585493e-01
1.20234152e-01 -1.45230762e-01]
[ -1.19852078e-01 6.32811385e-02 2.62532195e-01 -1.12923759e-02
1.69240201e-01 8.21479527e-02 5.14527042e-02 -2.97863756e-01
-1.15549978e-01 -6.30118887e-02]
[ -3.49484993e-01 2.03586957e-02 1.37762643e-02 -2.85582094e-02
1.60689358e-01 -1.73471416e-01 1.38040987e-02 2.34199350e-01
-8.73920491e-02 7.24871540e-02]
[ 1.41075679e-01 9.90850069e-03 -2.36198360e-01 -8.86935366e-02
1.27867098e-01 -2.96307873e-01 8.10140756e-02 -1.68094327e-01
-3.80147148e-03 -1.94547111e-01]
[ 2.13315831e-01 -1.82922888e-01 6.49478454e-02 -2.01894745e-02
9.05944875e-02 -3.67475346e-02 3.57445798e-02 -1.36601493e-01
1.15656216e-01 -1.76874633e-01]
[ -1.06135093e-01 -8.00495762e-02 1.21154963e-01 1.08383638e-01
4.39782063e-02 -1.13509415e-01 2.62152773e-01 -7.80703521e-02
1.83052988e-01 -4.61985721e-03]
[ -9.27274551e-03 -1.89402364e-01 1.97508883e-01 -2.55271099e-01
-9.13629677e-02 1.18504983e-01 7.62683866e-02 -1.17819446e-01
1.81478968e-02 2.15668941e-01]]
[[ 0.62762598]
[ 1.65406824]
[ 0.25480181]
[ 0.882464 ]
[-2.71689307]
[-0.25759761]
[-1.67405762]
[ 0.07442619]
[ 0.7035215 ]
[ 0.89583982]]
Progress: 37.1% ... Training loss: 0.275 ... Validation loss: 0.447[[ 1.57539730e-01 2.14364729e-01 -1.07431358e-01 1.02629296e-01
-5.18780218e-01 -6.95665523e-02 -5.47363221e-02 1.21023900e-01
-6.37069430e-02 1.81626762e-01]
[ 1.39924792e-02 1.51054585e-01 -1.94077966e-02 4.57919907e-02
8.49381364e-02 -6.69338439e-03 3.14643333e-01 4.12055747e-02
1.41457200e-01 -2.80309751e-02]
[ 1.90341653e-01 7.32074779e-01 1.12755620e-02 -4.01399417e-02
5.52309321e-01 -2.31272620e-02 -8.18333217e-01 -4.06793054e-02
5.52570232e-02 2.82291460e-01]
[ 2.71208610e-02 -3.40329486e-01 -2.06658988e-01 1.36816559e-01
-1.33429074e-02 1.38569971e-01 1.66767700e-01 6.15026288e-02
9.72301336e-02 2.47530424e-01]
[ -2.41039530e-02 9.09415351e-02 -1.51190995e-01 3.31254860e-02
2.82711937e-03 -1.78108271e-01 7.66529127e-02 -1.18928533e-01
-2.00415525e-01 -4.77685027e-02]
[ -3.80432233e-01 -6.15207270e-01 -2.95000582e-01 1.67271170e-01
-4.97236362e-02 3.87103208e-02 3.08920165e-01 -3.73072467e-02
-1.46458066e-02 -1.04476228e-02]
[ -1.27729265e-02 -2.35484384e-01 6.28843449e-03 7.94180754e-02
2.77758033e-02 -6.78412805e-02 1.97539894e-01 -1.91673963e-01
1.86351219e-01 2.14509121e-02]
[ 1.06965424e-01 -2.59310620e-01 3.20571907e-02 -7.73350085e-02
7.10361053e-02 -4.67636713e-02 8.67037016e-02 1.18624656e-01
7.50544340e-02 -2.98937832e-02]
[ -1.72343798e-01 -1.36193398e-01 -3.02316172e-01 -1.79615073e-02
-2.09377042e-02 6.82438658e-02 -1.47150297e-01 -2.89457432e-02
2.64979978e-01 -1.29683928e-01]
[ 4.66934815e-02 -4.01151339e-01 8.54587577e-02 1.88806349e-02
-6.64374205e-02 -1.15469675e-01 2.00987334e-01 -1.05628659e-01
1.33312642e-02 9.10858137e-02]
[ -8.53538038e-02 -6.90504190e-02 9.49082496e-04 -1.43149943e-01
-3.03604021e-02 1.73741535e-02 1.96086785e-01 -1.02874137e-01
-1.19960823e-02 -1.25498847e-01]
[ -1.25545924e-01 -1.79046029e-01 -7.24013038e-02 -6.47586729e-03
3.89501053e-01 1.03014349e-01 1.34692839e-01 -1.67608404e-02
-1.75375987e-01 -2.21129888e-01]
[ -1.57533965e-01 3.66753400e-03 6.16462445e-02 2.09043254e-02
-1.70781290e-01 -2.19462599e-01 -1.76832215e-01 -1.97090736e-01
8.62012488e-02 1.73104853e-01]
[ -2.71116174e-01 -3.29459174e-01 9.96859966e-02 2.27891729e-01
-1.04506554e-01 -6.87716118e-02 7.33018322e-02 -2.59483839e-01
-2.59668390e-01 -7.12944080e-02]
[ 1.05558024e-01 -1.77312316e-01 -2.08003428e-02 1.22446527e-01
-5.20152369e-02 -8.91205772e-02 2.29900360e-01 3.35674216e-03
2.98153190e-02 8.24284533e-03]
[ 4.15551058e-02 -8.69778255e-02 -2.08866936e-01 1.57705703e-01
-7.11745658e-02 8.14993089e-02 -5.14446574e-02 -1.93937919e-02
-8.42796418e-02 1.38808399e-03]
[ -1.19707756e-01 -7.59967017e-02 -2.01610760e-01 1.58671709e-01
4.12909269e-03 1.33789391e-01 9.06685006e-03 -2.50205619e-01
7.23455010e-02 -1.95593418e-01]
[ -7.09675958e-02 -4.78914866e-02 2.74509445e-01 9.64743364e-02
1.27796500e-01 -6.03616501e-02 -1.15142250e-01 1.20354946e-01
7.20811194e-02 3.21189109e-02]
[ 5.45336909e-02 -2.96994213e-02 8.66214994e-02 8.36014291e-02
6.31801020e-02 -1.56882661e-02 2.29687113e-01 1.19992753e-01
-3.14416800e-02 -6.62477710e-02]
[ 1.04560665e-02 -1.47731901e-01 -2.91133450e-01 -4.95547136e-02
1.47706685e-01 -9.27027269e-02 1.51031426e-01 1.63343409e-01
1.09634514e-01 -2.78926792e-02]
[ 5.05886436e-02 -1.76116735e-02 -1.15602812e-01 4.71568691e-02
-1.06923436e-01 3.20720874e-01 2.61953585e-01 2.04893495e-01
-1.57887198e-01 -5.93234891e-02]
[ 1.89735074e-03 -1.16714804e-02 1.22695400e-01 1.05709526e-01
2.49898201e-03 1.05427305e-01 -1.15684344e-01 -4.17641930e-02
2.13321324e-01 7.87812936e-02]
[ 1.13492587e-01 8.22762535e-02 -4.38135868e-02 -9.35549710e-02
-1.07844945e-01 -3.31365012e-01 1.12099393e-01 8.93442773e-03
1.46620483e-01 9.36327390e-02]
[ -1.01027729e-01 -2.14854360e-02 -1.56464591e-02 2.27967022e-02
1.22740885e-04 -2.04116321e-01 -7.59007223e-02 -1.99752496e-02
1.65127476e-02 1.27480897e-01]
[ -1.53899066e-01 -1.08824077e-01 -2.00903558e-01 -1.33768166e-02
-2.77639065e-01 -1.74963003e-03 3.32317068e-02 -2.46099423e-02
-4.39070823e-03 4.97616809e-02]
[ -3.07479773e-02 -1.11121636e-01 -7.49828661e-02 -1.26596413e-01
5.28412043e-01 2.75730061e-01 5.81368217e-01 1.13050967e-01
-1.81587231e-01 -3.78095013e-01]
[ -2.01686461e-02 -4.15459933e-01 -3.18014533e-02 -7.78392947e-02
6.73966237e-01 1.02148353e-01 5.47985923e-01 9.10316624e-02
2.60481656e-02 -3.90440738e-01]
[ 1.05708864e-02 -4.66016787e-01 -4.36525947e-02 -1.07594149e-01
6.77190309e-01 2.35181684e-02 5.10629763e-01 4.86021210e-02
-3.64464505e-01 -2.20231124e-01]
[ -1.73233428e-01 -6.12301703e-01 -1.03803863e-02 -2.05881278e-01
7.77296110e-01 -9.01428332e-02 6.39339994e-01 -8.31500332e-02
-6.96494806e-02 8.17137506e-02]
[ -2.93639446e-01 -4.22146912e-01 5.63603542e-02 -4.46959539e-02
9.04777101e-01 1.41263679e-01 4.36959685e-01 4.78401193e-02
-8.65936784e-02 -1.33513773e-01]
[ -2.07526072e-01 -3.20320369e-01 2.50865850e-01 -2.44714281e-01
6.69566136e-01 -4.40296418e-02 7.03763034e-01 1.28861929e-02
-2.58558111e-01 -2.93754931e-02]
[ -1.31639335e-01 -2.30235925e-01 -1.81324639e-01 -1.02385624e-01
4.91863454e-01 -2.29848379e-01 1.85203247e-01 1.68792158e-01
-1.00249484e-02 -1.19773835e-01]
[ 1.00385603e-01 2.28377737e-01 1.59309448e-01 -1.06898361e-01
-4.38781667e-02 5.45633509e-02 -1.31556998e-01 2.81663230e-01
6.32223173e-02 1.64895676e-01]
[ 3.52573830e-01 3.36144977e-01 -8.13739585e-02 3.16873289e-01
-8.91346095e-01 -2.88816189e-01 -4.87991156e-01 1.77541823e-01
3.87385569e-01 -2.62724300e-02]
[ 4.55790282e-02 1.27825192e-01 2.52510424e-01 2.46669340e-01
-5.19934665e-02 -1.95466418e-01 -1.72548190e-01 -1.33167732e-01
-1.41253139e-01 -2.92015621e-01]
[ 2.03332671e-02 -7.44838854e-02 -1.19916104e-01 -5.87233222e-02
2.40435301e-01 4.14731379e-02 1.57818637e-03 -1.85100024e-01
3.01226229e-02 2.02788294e-01]
[ 1.83363833e-03 -5.18076431e-02 -6.68688283e-02 -5.07842563e-02
-2.57313701e-02 -1.77673588e-01 8.40110140e-02 9.97864235e-03
3.74915215e-02 4.89365671e-03]
[ 3.03084810e-02 8.01948126e-02 2.44427682e-01 7.50986089e-02
-2.32755649e-01 -1.35781989e-01 1.02981900e-01 3.96250710e-02
-1.84733324e-01 1.07688423e-01]
[ 7.39303654e-02 4.00343368e-02 1.08104099e-01 9.21861994e-03
-2.45846463e-01 6.78341797e-02 5.52522905e-02 -2.70770209e-01
-1.61623250e-02 -8.67336430e-02]
[ -1.16671598e-02 9.65518247e-02 8.40151541e-02 -3.23658751e-02
-4.36467356e-02 1.80896243e-01 9.50403287e-02 1.18161717e-01
-2.34412959e-02 1.69740831e-01]
[ 2.25087567e-01 8.36047538e-02 3.02985051e-02 8.67263550e-02
1.58090007e-02 -2.51918219e-02 -1.80067744e-01 1.48847239e-01
-5.00759114e-02 -1.44492305e-02]
[ 4.60943797e-02 9.54357765e-03 1.83143879e-02 4.57780214e-02
-4.28690172e-01 -1.24251045e-01 -2.17105052e-01 4.14603291e-02
1.22385555e-01 1.97021079e-01]
[ 5.30661914e-02 5.13246184e-01 1.25731512e-01 4.27723856e-01
-1.17531769e+00 -3.05608782e-01 -5.98079804e-01 -7.15358976e-02
2.95074568e-01 3.38291631e-01]
[ 1.81097567e-01 5.07011886e-01 6.75476736e-02 4.30872659e-01
-9.47494083e-01 -8.49619459e-02 -4.47000087e-01 1.51394349e-01
2.13559477e-01 4.85162993e-01]
[ 2.59547981e-01 3.26144979e-01 2.48892988e-01 1.56313048e-01
-4.61724072e-01 7.79612369e-02 -2.34069048e-01 1.63220536e-01
2.46023942e-01 8.63869840e-02]
[ -7.42902456e-02 2.22415013e-01 2.41206644e-01 1.59907868e-02
-3.96817799e-02 1.30889976e-01 -1.01495390e-01 -1.52456791e-02
-3.32832858e-02 4.95482759e-02]
[ -9.76068121e-02 1.65588069e-03 2.52349589e-02 9.52274340e-02
-6.01533377e-02 1.15300151e-01 2.45774176e-01 2.02300648e-02
-2.73353896e-01 -9.14917890e-02]
[ -2.25551425e-01 -4.08983466e-02 -9.53799948e-02 -3.50591461e-01
2.00705626e-01 1.21223037e-01 1.18092138e-01 1.02865712e-01
-2.12099608e-01 2.62213611e-02]
[ 8.80686374e-03 -3.99722426e-01 -1.28112649e-01 -1.63412495e-01
3.77530239e-01 2.63130321e-02 1.90920441e-01 1.52290984e-01
-1.66851500e-01 -2.24223692e-01]
[ 1.21831900e-01 -2.19563899e-01 -1.51453793e-01 -1.22737774e-02
2.72318277e-02 -5.13368801e-02 7.63252768e-02 -1.52515870e-01
1.20899681e-01 -1.44448935e-01]
[ -1.20161904e-01 6.26122228e-02 2.62387490e-01 -1.17738685e-02
1.71250346e-01 8.22905294e-02 5.21842505e-02 -2.97904464e-01
-1.16074477e-01 -6.34203943e-02]
[ -3.50235192e-01 1.82662332e-02 1.34743779e-02 -2.96087159e-02
1.63334406e-01 -1.73180841e-01 1.58439653e-02 2.34115362e-01
-8.81852246e-02 7.14375359e-02]
[ 1.40384370e-01 7.41913087e-03 -2.36541032e-01 -8.97969220e-02
1.31084743e-01 -2.96005339e-01 8.35111443e-02 -1.68185027e-01
-4.63517948e-03 -1.95663266e-01]
[ 2.12512195e-01 -1.85462193e-01 6.45996383e-02 -2.13497536e-02
9.37821503e-02 -3.64061625e-02 3.82543156e-02 -1.36700896e-01
1.14737275e-01 -1.78073407e-01]
[ -1.05589010e-01 -7.90476325e-02 1.21400684e-01 1.09136891e-01
4.25023494e-02 -1.13727201e-01 2.60880900e-01 -7.79994865e-02
1.83680992e-01 -3.87422745e-03]
[ -1.07412848e-02 -1.92970945e-01 1.96962775e-01 -2.57113072e-01
-8.85005940e-02 1.19107934e-01 7.98470231e-02 -1.17963753e-01
1.65320547e-02 2.13831638e-01]]
[[ 0.61718536]
[ 1.64594213]
[ 0.24448564]
[ 0.87144931]
[-2.72457152]
[-0.26630612]
[-1.68376687]
[ 0.06554875]
[ 0.69297987]
[ 0.88423564]]
Progress: 37.1% ... Training loss: 0.281 ... Validation loss: 0.451[[ 1.59912246e-01 2.20073578e-01 -1.06491783e-01 1.06030524e-01
-5.27170708e-01 -7.05359575e-02 -6.12114673e-02 1.21266119e-01
-6.09979752e-02 1.85107319e-01]
[ 1.37087255e-02 1.50325531e-01 -1.95262666e-02 4.53630959e-02
8.62491767e-02 -6.57624687e-03 3.15471032e-01 4.11720253e-02
1.41122059e-01 -2.84160599e-02]
[ 1.90056860e-01 7.32427737e-01 1.11405396e-02 -4.08030761e-02
5.52435000e-01 -2.29729637e-02 -8.19328353e-01 -4.07391277e-02
5.50180209e-02 2.81706676e-01]
[ 2.52226365e-02 -3.47478406e-01 -2.07417375e-01 1.34258548e-01
-5.28540409e-03 1.39219109e-01 1.72839490e-01 6.13373112e-02
9.52161506e-02 2.44939727e-01]
[ -2.37771211e-02 9.18548933e-02 -1.51084058e-01 3.36248881e-02
1.97961354e-03 -1.78139283e-01 7.57156063e-02 -1.18927335e-01
-1.99939954e-01 -4.72471385e-02]
[ -3.80194112e-01 -6.15065440e-01 -2.94928758e-01 1.67647945e-01
-5.07628629e-02 3.86240964e-02 3.08722318e-01 -3.72841181e-02
-1.44052504e-02 -1.00963757e-02]
[ -9.15943045e-03 -2.27333922e-01 7.71645090e-03 8.45579084e-02
1.36697947e-02 -6.93916131e-02 1.88656525e-01 -1.91317274e-01
1.90435667e-01 2.66413627e-02]
[ 1.07200594e-01 -2.58633227e-01 3.21653060e-02 -7.70098461e-02
6.92484408e-02 -4.68663122e-02 8.54880180e-02 1.18647151e-01
7.54331351e-02 -2.94311740e-02]
[ -1.70961488e-01 -1.33264899e-01 -3.01790423e-01 -1.60463648e-02
-2.66085534e-02 6.76742384e-02 -1.50676874e-01 -2.88005406e-02
2.66503367e-01 -1.27803669e-01]
[ 5.09658750e-02 -3.91007420e-01 8.71750694e-02 2.50355203e-02
-8.58657260e-02 -1.17290409e-01 1.89677147e-01 -1.05199679e-01
1.81581334e-02 9.72805433e-02]
[ -8.48751530e-02 -6.77071972e-02 1.09259282e-03 -1.42628694e-01
-3.08259768e-02 1.72131325e-02 1.94475697e-01 -1.02836340e-01
-1.14730914e-02 -1.24903149e-01]
[ -1.24827871e-01 -1.78634985e-01 -7.21274208e-02 -5.39508992e-03
3.86791184e-01 1.02687279e-01 1.33790637e-01 -1.66801022e-02
-1.74498753e-01 -2.20035751e-01]
[ -1.57533965e-01 3.66753400e-03 6.16462445e-02 2.09043254e-02
-1.70781290e-01 -2.19462599e-01 -1.76832215e-01 -1.97090736e-01
8.62012488e-02 1.73104853e-01]
[ -2.71204364e-01 -3.29369343e-01 9.96643459e-02 2.27824667e-01
-1.04130755e-01 -6.87253601e-02 7.33310757e-02 -2.59492771e-01
-2.59758996e-01 -7.13485831e-02]
[ 1.05949998e-01 -1.76895023e-01 -2.06423320e-02 1.23013732e-01
-5.36276577e-02 -8.92939660e-02 2.29348196e-01 3.39944917e-03
3.02661313e-02 8.80025405e-03]
[ 4.15588311e-02 -8.72382211e-02 -2.08901435e-01 1.57685845e-01
-7.12788970e-02 8.15082092e-02 -5.12247553e-02 -1.93965671e-02
-8.43158641e-02 1.33613826e-03]
[ -1.17324587e-01 -7.02264487e-02 -2.00669880e-01 1.62058634e-01
-4.79318682e-03 1.32761724e-01 3.01297976e-03 -2.49975737e-01
7.50464287e-02 -1.92120746e-01]
[ -7.04250804e-02 -4.70894552e-02 2.74716605e-01 9.72624012e-02
1.25678122e-01 -6.05928370e-02 -1.16265074e-01 1.20412783e-01
7.26959856e-02 3.28989589e-02]
[ 5.54998711e-02 -2.72129896e-02 8.70387510e-02 8.50566858e-02
5.85232441e-02 -1.61088708e-02 2.27070942e-01 1.20099338e-01
-3.03150569e-02 -6.47923144e-02]
[ 1.06093276e-02 -1.47208822e-01 -2.91107619e-01 -4.94808428e-02
1.47582300e-01 -9.27494108e-02 1.50469337e-01 1.63350471e-01
1.09702022e-01 -2.77645256e-02]
[ 5.09072318e-02 -1.71606567e-02 -1.15401769e-01 4.78049108e-02
-1.09105223e-01 3.20520601e-01 2.61312608e-01 2.04940123e-01
-1.57328557e-01 -5.87733136e-02]
[ 1.31380501e-03 -1.30022558e-02 1.22411455e-01 1.04725264e-01
4.87720757e-03 1.05730010e-01 -1.14646809e-01 -4.18402617e-02
2.12642450e-01 7.79570577e-02]
[ 1.14912658e-01 8.60194938e-02 -4.32790451e-02 -9.16128964e-02
-1.13013859e-01 -3.31928279e-01 1.08233623e-01 9.08147369e-03
1.48172768e-01 9.55585235e-02]
[ -1.01018278e-01 -2.21398341e-02 -1.56343534e-02 2.28405648e-02
-4.44089359e-04 -2.04145833e-01 -7.57285199e-02 -1.99717701e-02
1.65415553e-02 1.27507477e-01]
[ -1.53947168e-01 -1.08963499e-01 -2.00926583e-01 -1.34540241e-02
-2.77540655e-01 -1.72373100e-03 3.33632157e-02 -2.46158756e-02
-4.45838328e-03 4.96803257e-02]
[ -3.06660336e-02 -1.11032033e-01 -7.49496976e-02 -1.26493900e-01
5.28132025e-01 2.75684670e-01 5.81259165e-01 1.13060456e-01
-1.81493258e-01 -3.77979057e-01]
[ -1.97947576e-02 -4.14925556e-01 -3.16542297e-02 -7.73105909e-02
6.72621793e-01 1.01989279e-01 5.47271367e-01 9.10723596e-02
2.64601385e-02 -3.89882938e-01]
[ 1.05538897e-02 -4.66197850e-01 -4.36605319e-02 -1.07630582e-01
6.77293708e-01 2.35308548e-02 5.10752104e-01 4.85991554e-02
-3.64489600e-01 -2.20279113e-01]
[ -1.73172117e-01 -6.12221280e-01 -1.03527043e-02 -2.05781030e-01
7.76995756e-01 -9.01725129e-02 6.39269877e-01 -8.31424490e-02
-6.95744142e-02 8.18139425e-02]
[ -2.93024061e-01 -4.21124376e-01 5.66085498e-02 -4.37567521e-02
9.02608810e-01 1.40969706e-01 4.35828013e-01 4.79107749e-02
-8.58466573e-02 -1.32560455e-01]
[ -2.07733098e-01 -3.20769122e-01 2.50784546e-01 -2.45014901e-01
6.70451551e-01 -4.39391931e-02 7.04273078e-01 1.28641099e-02
-2.58782971e-01 -2.96435679e-02]
[ -1.31647906e-01 -2.30380663e-01 -1.81321330e-01 -1.02356424e-01
4.91830245e-01 -2.29853853e-01 1.85339870e-01 1.68793040e-01
-9.99328385e-03 -1.19743622e-01]
[ 1.00940485e-01 2.29575347e-01 1.59526298e-01 -1.06118755e-01
-4.62909559e-02 5.43226641e-02 -1.33059276e-01 2.81720558e-01
6.37561499e-02 1.65594331e-01]
[ 3.51922130e-01 3.34699326e-01 -8.16617672e-02 3.15862802e-01
-8.88748941e-01 -2.88501169e-01 -4.86850794e-01 1.77463718e-01
3.86629099e-01 -2.70627777e-02]
[ 4.57452931e-02 1.28346101e-01 2.52573529e-01 2.46899142e-01
-5.27872820e-02 -1.95524301e-01 -1.73031746e-01 -1.33150851e-01
-1.41086384e-01 -2.91777019e-01]
[ 2.01233040e-02 -7.51543218e-02 -1.19989810e-01 -5.90185834e-02
2.41205508e-01 4.15543549e-02 2.31068546e-03 -1.85122492e-01
2.98885053e-02 2.02509169e-01]
[ 2.05640443e-03 -5.12522511e-02 -6.67817894e-02 -5.04813370e-02
-2.67456128e-02 -1.77746489e-01 8.34154011e-02 1.00009918e-02
3.77764007e-02 5.22178739e-03]
[ 3.01690469e-02 7.98869236e-02 2.44351389e-01 7.48106269e-02
-2.32200039e-01 -1.35709278e-01 1.03320201e-01 3.96056856e-02
-1.84948372e-01 1.07444609e-01]
[ 7.51627658e-02 4.29451381e-02 1.08587763e-01 1.09772174e-02
-2.51154130e-01 6.73121960e-02 5.20433095e-02 -2.70655419e-01
-1.47807428e-02 -8.49873364e-02]
[ -1.18086008e-02 9.62170246e-02 8.39620453e-02 -3.25713750e-02
-4.30916312e-02 1.80958785e-01 9.54062804e-02 1.18146100e-01
-2.36032328e-02 1.69527944e-01]
[ 2.25315503e-01 8.43035769e-02 3.03750254e-02 8.69702220e-02
1.44994693e-02 -2.52760354e-02 -1.80941316e-01 1.48860514e-01
-4.98359587e-02 -1.41944562e-02]
[ 4.69293114e-02 1.13112564e-02 1.86481717e-02 4.69791991e-02
-4.31782100e-01 -1.24582562e-01 -2.18905267e-01 4.15468154e-02
1.23331597e-01 1.98206180e-01]
[ 5.31416307e-02 5.13380250e-01 1.25758925e-01 4.27808627e-01
-1.17495301e+00 -3.05647685e-01 -5.98330088e-01 -7.15327042e-02
2.95190712e-01 3.38418511e-01]
[ 1.82130982e-01 5.09239788e-01 6.79391614e-02 4.32286313e-01
-9.50784151e-01 -8.53860272e-02 -4.49454233e-01 1.51497364e-01
2.14686346e-01 4.86445464e-01]
[ 2.60183479e-01 3.28236596e-01 2.49203746e-01 1.57452433e-01
-4.65473118e-01 7.76343832e-02 -2.36258739e-01 1.63304144e-01
2.46900738e-01 8.74847619e-02]
[ -7.39429674e-02 2.23445467e-01 2.41337256e-01 1.64712486e-02
-4.12507196e-02 1.30746738e-01 -1.02491989e-01 -1.52105569e-02
-3.29104931e-02 5.00202525e-02]
[ -9.74148801e-02 2.24654274e-03 2.53130590e-02 9.55050876e-02
-6.10748263e-02 1.15220599e-01 2.45125049e-01 2.02512316e-02
-2.73137552e-01 -9.12124185e-02]
[ -2.25599111e-01 -4.11540426e-02 -9.53965388e-02 -3.50649261e-01
2.00922671e-01 1.21240759e-01 1.18332157e-01 1.02861282e-01
-2.12145792e-01 2.61520648e-02]
[ 9.04350553e-03 -3.99488069e-01 -1.28041155e-01 -1.63073263e-01
3.76463709e-01 2.62072641e-02 1.90540282e-01 1.52317033e-01
-1.66582382e-01 -2.23895117e-01]
[ 1.21651767e-01 -2.19945389e-01 -1.51523326e-01 -1.24783223e-02
2.75032114e-02 -5.12274737e-02 7.65732174e-02 -1.52540567e-01
1.20737982e-01 -1.44695661e-01]
[ -1.20463499e-01 6.18530499e-02 2.62267515e-01 -1.22161438e-02
1.72578120e-01 8.24082371e-02 5.29885675e-02 -2.97937348e-01
-1.16423424e-01 -6.38540159e-02]
[ -3.48651665e-01 2.16036301e-02 1.40849328e-02 -2.73534388e-02
1.57259695e-01 -1.73843327e-01 1.22686297e-02 2.34281167e-01
-8.64156818e-02 7.35044594e-02]
[ 1.41859300e-01 1.06207587e-02 -2.35910660e-01 -8.74686441e-02
1.24197504e-01 -2.96711117e-01 7.97859038e-02 -1.68010170e-01
-2.83822751e-03 -1.93317306e-01]
[ 2.13415446e-01 -1.82990396e-01 6.49614989e-02 -2.00701762e-02
9.08571597e-02 -3.67822792e-02 3.57099016e-02 -1.36610289e-01
1.15731648e-01 -1.76701698e-01]
[ -1.05150807e-01 -7.80833821e-02 1.21590380e-01 1.09806948e-01
4.04598356e-02 -1.13935746e-01 2.59938243e-01 -7.79485379e-02
1.84240117e-01 -3.23676116e-03]
[ -9.19037216e-03 -1.89907169e-01 1.97493503e-01 -2.55242529e-01
-9.47740465e-02 1.18524920e-01 7.57589362e-02 -1.17840873e-01
1.81498012e-02 2.15974492e-01]]
[[ 0.63530106]
[ 1.66098673]
[ 0.26283438]
[ 0.89062634]
[-2.70870502]
[-0.25058112]
[-1.66237131]
[ 0.08179282]
[ 0.71287448]
[ 0.90202792]]
Progress: 37.2% ... Training loss: 0.275 ... Validation loss: 0.450[[ 1.58681454e-01 2.17916368e-01 -1.06891063e-01 1.04648023e-01
-5.22677622e-01 -7.01563756e-02 -5.89095396e-02 1.21128980e-01
-6.21747161e-02 1.83757847e-01]
[ 1.38643160e-02 1.50590601e-01 -1.94592872e-02 4.55897525e-02
8.55080546e-02 -6.63644102e-03 3.15098807e-01 4.11895508e-02
1.41300239e-01 -2.81795310e-02]
[ 1.89999030e-01 7.33567868e-01 1.12104448e-02 -4.06891245e-02
5.52171543e-01 -2.30764439e-02 -8.20877299e-01 -4.07314027e-02
5.48096030e-02 2.82002071e-01]
[ 2.69580542e-02 -3.43350169e-01 -2.06707680e-01 1.36927003e-01
-1.18618325e-02 1.38556261e-01 1.69675497e-01 6.15712503e-02
9.75192799e-02 2.47947311e-01]
[ -2.27896068e-02 9.22203722e-02 -1.50730047e-01 3.47760690e-02
-1.57409736e-03 -1.78562261e-01 7.32557961e-02 -1.18814085e-01
-1.99142945e-01 -4.61209644e-02]
[ -3.81185281e-01 -6.17410240e-01 -2.95321776e-01 1.66374803e-01
-4.77253967e-02 3.89994818e-02 3.11050034e-01 -3.74096702e-02
-1.55081965e-02 -1.15450704e-02]
[ -9.67784483e-03 -2.29018445e-01 7.50423853e-03 8.38656811e-02
1.59338240e-02 -6.92088828e-02 1.90133767e-01 -1.91381032e-01
1.89903740e-01 2.60119592e-02]
[ 1.07241039e-01 -2.57484738e-01 3.22830726e-02 -7.66558967e-02
6.79501915e-02 -4.70006153e-02 8.44953254e-02 1.18678080e-01
7.56226989e-02 -2.90422791e-02]
[ -1.71580256e-01 -1.34058748e-01 -3.02049460e-01 -1.68974221e-02
-2.47604128e-02 6.79170176e-02 -1.49100917e-01 -2.88768918e-02
2.65886439e-01 -1.28679873e-01]
[ 4.72560923e-02 -3.98335315e-01 8.56962582e-02 1.99398043e-02
-7.29734336e-02 -1.15921460e-01 1.97813020e-01 -1.05664767e-01
1.42704542e-02 9.22600923e-02]
[ -8.36419687e-02 -6.47384453e-02 1.63209448e-03 -1.40711325e-01
-3.55546266e-02 1.66844592e-02 1.91427311e-01 -1.02666453e-01
-1.00296950e-02 -1.22971099e-01]
[ -1.24439179e-01 -1.77950527e-01 -7.19346129e-02 -4.67921921e-03
3.84478928e-01 1.02513595e-01 1.33091373e-01 -1.66196333e-02
-1.74116708e-01 -2.19512756e-01]
[ -1.57533965e-01 3.66753400e-03 6.16462445e-02 2.09043254e-02
-1.70781290e-01 -2.19462599e-01 -1.76832215e-01 -1.97090736e-01
8.62012488e-02 1.73104853e-01]
[ -2.70711590e-01 -3.28598589e-01 9.98893055e-02 2.28567584e-01
-1.05746102e-01 -6.89333414e-02 7.25323689e-02 -2.59424459e-01
-2.59185593e-01 -7.06232539e-02]
[ 1.05351264e-01 -1.78230192e-01 -2.08979730e-02 1.22147015e-01
-5.14927151e-02 -8.90654183e-02 2.30424977e-01 3.32182253e-03
2.96096805e-02 7.95834873e-03]
[ 4.14100872e-02 -8.76037357e-02 -2.08958249e-01 1.57574766e-01
-7.11197234e-02 8.15672230e-02 -5.07993067e-02 -1.94153539e-02
-8.44997686e-02 1.05851411e-03]
[ -1.17200348e-01 -7.01841060e-02 -2.00619730e-01 1.62238063e-01
-5.19006794e-03 1.32716814e-01 2.80104749e-03 -2.49959561e-01
7.51837778e-02 -1.91896090e-01]
[ -7.10525475e-02 -4.86055459e-02 2.74463428e-01 9.63955005e-02
1.28308249e-01 -6.03635710e-02 -1.14719702e-01 1.20332735e-01
7.20353266e-02 3.20543366e-02]
[ 5.55039691e-02 -2.70891975e-02 8.70418902e-02 8.51108549e-02
5.84202111e-02 -1.61304921e-02 2.27027300e-01 1.20105375e-01
-3.02773627e-02 -6.46699707e-02]
[ 9.99295378e-03 -1.48572393e-01 -2.91357676e-01 -5.03579246e-02
1.49739540e-01 -9.25242780e-02 1.51691985e-01 1.63270828e-01
1.09003652e-01 -2.86419375e-02]
[ 5.17592327e-02 -1.45278032e-02 -1.14983778e-01 4.92239644e-02
-1.13118168e-01 3.20109394e-01 2.58688081e-01 2.05064682e-01
-1.56312732e-01 -5.73925672e-02]
[ 1.11176586e-03 -1.32159792e-02 1.22351963e-01 1.04488305e-01
5.48399229e-03 1.05798295e-01 -1.14206793e-01 -4.18601234e-02
2.12433397e-01 7.77277244e-02]
[ 1.14777141e-01 8.56696115e-02 -4.33298158e-02 -9.17874315e-02
-1.12137671e-01 -3.31866998e-01 1.08578021e-01 9.06622886e-03
1.47991404e-01 9.53703568e-02]
[ -1.01692822e-01 -2.30952813e-02 -1.59186688e-02 2.19018568e-02
1.28552762e-03 -2.03888434e-01 -7.40740640e-02 -2.00571266e-02
1.59261884e-02 1.26556043e-01]
[ -1.54504765e-01 -1.10108528e-01 -2.01159056e-01 -1.42400868e-02
-2.75855136e-01 -1.50034370e-03 3.47211256e-02 -2.46891269e-02
-5.07972522e-03 4.88723409e-02]
[ -3.05913121e-02 -1.10848706e-01 -7.49190439e-02 -1.26387966e-01
5.27823613e-01 2.75655439e-01 5.81086535e-01 1.13069899e-01
-1.81412422e-01 -3.77883057e-01]
[ -1.99935700e-02 -4.15545331e-01 -3.17465944e-02 -7.76244334e-02
6.73292107e-01 1.02078881e-01 5.47957684e-01 9.10438492e-02
2.62175793e-02 -3.90213208e-01]
[ 1.05615932e-02 -4.66148911e-01 -4.36511935e-02 -1.07602174e-01
6.77440237e-01 2.35203631e-02 5.10682918e-01 4.86021371e-02
-3.64488191e-01 -2.20351983e-01]
[ -1.73327766e-01 -6.12463031e-01 -1.04151771e-02 -2.06004364e-01
7.77769086e-01 -9.01086673e-02 6.39571267e-01 -8.31621572e-02
-6.97342416e-02 8.16057352e-02]
[ -2.93329013e-01 -4.21884987e-01 5.64850192e-02 -4.41610596e-02
9.03719078e-01 1.41087904e-01 4.36550494e-01 4.78725792e-02
-8.61697803e-02 -1.32964597e-01]
[ -2.07840346e-01 -3.21168427e-01 2.50755107e-01 -2.45115866e-01
6.70755553e-01 -4.39192705e-02 7.04655428e-01 1.28530120e-02
-2.58882946e-01 -2.97647087e-02]
[ -1.31893996e-01 -2.30945103e-01 -1.81430178e-01 -1.02712578e-01
4.92893039e-01 -2.29753402e-01 1.85995988e-01 1.68761440e-01
-1.02745921e-02 -1.20047471e-01]
[ 1.00647370e-01 2.29050391e-01 1.59432084e-01 -1.06463022e-01
-4.55707974e-02 5.44046285e-02 -1.32507188e-01 2.81687864e-01
6.35880991e-02 1.65256390e-01]
[ 3.52411995e-01 3.36654427e-01 -8.14104441e-02 3.16767345e-01
-8.91668216e-01 -2.88743637e-01 -4.88276024e-01 1.77543782e-01
3.87374514e-01 -2.61558652e-02]
[ 4.59646824e-02 1.28919287e-01 2.52664409e-01 2.47202303e-01
-5.36569937e-02 -1.95608724e-01 -1.73609079e-01 -1.33122832e-01
-1.40840857e-01 -2.91462312e-01]
[ 1.99800967e-02 -7.54158821e-02 -1.20039143e-01 -5.91889632e-02
2.41585854e-01 4.16021617e-02 2.62949005e-03 -1.85140449e-01
2.97179405e-02 2.02301382e-01]
[ 2.49089711e-03 -5.01814253e-02 -6.66056770e-02 -4.98645159e-02
-2.84516539e-02 -1.77921849e-01 8.23816192e-02 1.00574729e-02
3.82320881e-02 5.83240935e-03]
[ 3.02360846e-02 8.04460910e-02 2.44409341e-01 7.49734519e-02
-2.33297996e-01 -1.35793996e-01 1.02702756e-01 3.96213672e-02
-1.84927148e-01 1.07563129e-01]
[ 7.42606873e-02 4.09882847e-02 1.08232273e-01 9.73775994e-03
-2.47569086e-01 6.76411067e-02 5.40137624e-02 -2.70761518e-01
-1.57562839e-02 -8.61612281e-02]
[ -1.20661155e-02 9.55752136e-02 8.38570332e-02 -3.29616471e-02
-4.17783829e-02 1.81068542e-01 9.61434434e-02 1.18109311e-01
-2.39297100e-02 1.69148221e-01]
[ 2.25435586e-01 8.44086428e-02 3.04227992e-02 8.71273509e-02
1.42658333e-02 -2.53230703e-02 -1.81099958e-01 1.48876065e-01
-4.97050710e-02 -1.40393427e-02]
[ 4.67733477e-02 1.08698513e-02 1.85708429e-02 4.67208459e-02
-4.30950935e-01 -1.24513206e-01 -2.18466040e-01 4.15254561e-02
1.23142026e-01 1.97972542e-01]
[ 5.30831905e-02 5.13295149e-01 1.25740307e-01 4.27804687e-01
-1.17479130e+00 -3.05621462e-01 -5.98172631e-01 -7.15415850e-02
2.95110550e-01 3.38356093e-01]
[ 1.82177933e-01 5.09383602e-01 6.79619507e-02 4.32351227e-01
-9.50931597e-01 -8.53999834e-02 -4.49611594e-01 1.51504392e-01
2.14742461e-01 4.86522859e-01]
[ 2.59463504e-01 3.26684022e-01 2.48905298e-01 1.56472405e-01
-4.63387112e-01 7.79235393e-02 -2.34724584e-01 1.63210344e-01
2.46139343e-01 8.64829494e-02]
[ -7.39882829e-02 2.23307240e-01 2.41311622e-01 1.63726205e-02
-4.09847590e-02 1.30773920e-01 -1.02355555e-01 -1.52196043e-02
-3.29868278e-02 4.99348546e-02]
[ -9.75390833e-02 1.92244867e-03 2.52641188e-02 9.53396155e-02
-6.05435541e-02 1.15269118e-01 2.45449305e-01 2.02351945e-02
-2.73274693e-01 -9.13748659e-02]
[ -2.25275877e-01 -4.06009159e-02 -9.52725333e-02 -3.50186065e-01
1.99606243e-01 1.21111434e-01 1.17671775e-01 1.02903765e-01
-2.11774801e-01 2.66179008e-02]
[ 8.88468819e-03 -3.99842841e-01 -1.28108811e-01 -1.63293268e-01
3.76971849e-01 2.62699680e-02 1.90881801e-01 1.52296341e-01
-1.66760681e-01 -2.24120094e-01]
[ 1.22752447e-01 -2.17633530e-01 -1.51048081e-01 -1.08191927e-02
2.33809354e-02 -5.16923075e-02 7.43296254e-02 -1.52389138e-01
1.22005211e-01 -1.43065470e-01]
[ -1.21344663e-01 5.97935843e-02 2.61932439e-01 -1.34209874e-02
1.76063699e-01 8.27419932e-02 5.48703628e-02 -2.98048198e-01
-1.17416231e-01 -6.50352088e-02]
[ -3.49073867e-01 2.10079656e-02 1.39332904e-02 -2.79105985e-02
1.58717124e-01 -1.73722570e-01 1.28423914e-02 2.34231856e-01
-8.68809734e-02 7.30371123e-02]
[ 1.42080877e-01 1.17016860e-02 -2.35779825e-01 -8.69457942e-02
1.23063332e-01 -2.96862351e-01 7.87423452e-02 -1.67964120e-01
-2.45844700e-03 -1.92810231e-01]
[ 2.13543057e-01 -1.82962226e-01 6.50051207e-02 -1.99211732e-02
9.04158681e-02 -3.68249365e-02 3.57127051e-02 -1.36597395e-01
1.15832365e-01 -1.76654508e-01]
[ -1.06413514e-01 -8.08310042e-02 1.21070973e-01 1.08105736e-01
4.50822452e-02 -1.13428013e-01 2.63105532e-01 -7.81140006e-02
1.82896597e-01 -4.99226340e-03]
[ -1.01620727e-02 -1.91600057e-01 1.97103426e-01 -2.56572772e-01
-9.27903375e-02 1.18887991e-01 7.78086593e-02 -1.17960356e-01
1.71414555e-02 2.14628672e-01]]
[[ 0.63060968]
[ 1.65788495]
[ 0.254923 ]
[ 0.8848369 ]
[-2.71418768]
[-0.25537627]
[-1.66983429]
[ 0.07669804]
[ 0.70608225]
[ 0.89468866]]
Progress: 37.2% ... Training loss: 0.274 ... Validation loss: 0.446[[ 1.60192349e-01 2.22420168e-01 -1.06168670e-01 1.06963349e-01
-5.28523211e-01 -7.08162787e-02 -6.31433881e-02 1.21328172e-01
-6.02624194e-02 1.86040400e-01]
[ 1.38519049e-02 1.50575793e-01 -1.94744344e-02 4.55836498e-02
8.54428699e-02 -6.62330752e-03 3.14949237e-01 4.11866414e-02
1.41247232e-01 -2.82508198e-02]
[ 1.92419633e-01 7.40076121e-01 1.22922021e-02 -3.70941764e-02
5.45667034e-01 -2.40949070e-02 -8.27087476e-01 -4.04268795e-02
5.77431385e-02 2.85567363e-01]
[ 2.96134662e-02 -3.37844375e-01 -2.05491478e-01 1.40940966e-01
-2.01698483e-02 1.37386524e-01 1.64389973e-01 6.19263794e-02
1.00773590e-01 2.51880834e-01]
[ -2.46312000e-02 8.89638022e-02 -1.51541581e-01 3.19839429e-02
4.39794256e-03 -1.77725702e-01 7.64480385e-02 -1.19073032e-01
-2.01444746e-01 -4.90166494e-02]
[ -3.82008990e-01 -6.19467161e-01 -2.95676520e-01 1.65258399e-01
-4.64651466e-02 3.93097301e-02 3.12867736e-01 -3.75076187e-02
-1.64353396e-02 -1.27631115e-02]
[ -9.27157709e-03 -2.27687937e-01 7.69365502e-03 8.44354867e-02
1.41556234e-02 -6.93345699e-02 1.88728977e-01 -1.91341435e-01
1.90375492e-01 2.66027542e-02]
[ 1.09204134e-01 -2.51729187e-01 3.31804115e-02 -7.35963122e-02
5.92075510e-02 -4.78843870e-02 7.89969472e-02 1.18940712e-01
7.79497775e-02 -2.60956063e-02]
[ -1.72290768e-01 -1.36050943e-01 -3.02315550e-01 -1.79488471e-02
-2.16907046e-02 6.82092556e-02 -1.47226198e-01 -2.89662679e-02
2.65287348e-01 -1.29658409e-01]
[ 4.66286935e-02 -3.98081860e-01 8.55161132e-02 1.92485643e-02
-7.34402274e-02 -1.15712057e-01 1.97927829e-01 -1.05741115e-01
1.37771337e-02 9.14533861e-02]
[ -8.37022796e-02 -6.50271043e-02 1.63759757e-03 -1.40693618e-01
-3.62030420e-02 1.66878956e-02 1.91444556e-01 -1.02666194e-01
-1.00047752e-02 -1.23010798e-01]
[ -1.22916328e-01 -1.74878378e-01 -7.12940493e-02 -2.54412471e-03
3.79403255e-01 1.01893783e-01 1.29748570e-01 -1.64286408e-02
-1.72375710e-01 -2.17325460e-01]
[ -1.57533965e-01 3.66753400e-03 6.16462445e-02 2.09043254e-02
-1.70781290e-01 -2.19462599e-01 -1.76832215e-01 -1.97090736e-01
8.62012488e-02 1.73104853e-01]
[ -2.70593385e-01 -3.28570959e-01 9.99452862e-02 2.28712550e-01
-1.06893678e-01 -6.89933658e-02 7.23461941e-02 -2.59406710e-01
-2.59043083e-01 -7.04378335e-02]
[ 1.04428879e-01 -1.79941630e-01 -2.12918843e-02 1.20884664e-01
-4.89255627e-02 -8.86924350e-02 2.32110289e-01 3.20742010e-03
2.85310004e-02 6.58949917e-03]
[ 4.06899813e-02 -8.93998200e-02 -2.09242672e-01 1.56584427e-01
-6.84107093e-02 8.18504545e-02 -4.89559481e-02 -1.95008086e-02
-8.52865316e-02 3.40061332e-05]
[ -1.16667193e-01 -6.91171995e-02 -2.00399249e-01 1.63001511e-01
-7.42811252e-03 1.32511470e-01 1.70143768e-03 -2.49905716e-01
7.57846418e-02 -1.91189243e-01]
[ -7.09329163e-02 -4.81736617e-02 2.74522877e-01 9.65569086e-02
1.27946424e-01 -6.04215013e-02 -1.15103909e-01 1.20346977e-01
7.21532356e-02 3.22654631e-02]
[ 5.62462025e-02 -2.50135216e-02 8.73405400e-02 8.61677586e-02
5.53893571e-02 -1.63960609e-02 2.24830276e-01 1.20198462e-01
-2.93928790e-02 -6.35816548e-02]
[ 1.06729267e-02 -1.46729662e-01 -2.91091070e-01 -4.94478875e-02
1.47110749e-01 -9.27942201e-02 1.49884808e-01 1.63344719e-01
1.09727554e-01 -2.78252839e-02]
[ 5.24501412e-02 -1.23745355e-02 -1.14641885e-01 5.03872406e-02
-1.16414369e-01 3.19765312e-01 2.56620820e-01 2.05163639e-01
-1.55401256e-01 -5.62447995e-02]
[ 1.07720647e-03 -1.29816426e-02 1.22376495e-01 1.04560408e-01
5.18357878e-03 1.05784165e-01 -1.14191755e-01 -4.18509275e-02
2.12454246e-01 7.77870290e-02]
[ 1.14407675e-01 8.45193441e-02 -4.34611903e-02 -9.23580449e-02
-1.09983481e-01 -3.31704102e-01 1.09543680e-01 9.01816247e-03
1.47727174e-01 9.48429403e-02]
[ -1.01615148e-01 -2.29471272e-02 -1.58836685e-02 2.20007969e-02
9.31666420e-04 -2.03923679e-01 -7.42920277e-02 -2.00480422e-02
1.59903845e-02 1.26659819e-01]
[ -1.54584888e-01 -1.10394382e-01 -2.01186018e-01 -1.43263047e-02
-2.76118809e-01 -1.47416121e-03 3.49604279e-02 -2.46963506e-02
-5.14364296e-03 4.88147930e-02]
[ -3.00834911e-02 -1.09641159e-01 -7.47125436e-02 -1.25687277e-01
5.26192021e-01 2.75456217e-01 5.79877669e-01 1.13131423e-01
-1.80854378e-01 -3.77166549e-01]
[ -2.03780852e-02 -4.16553203e-01 -3.19045435e-02 -7.81739913e-02
6.74944832e-01 1.02237232e-01 5.49096689e-01 9.09953557e-02
2.58451042e-02 -3.90806406e-01]
[ 1.07512147e-02 -4.65734830e-01 -4.35733094e-02 -1.07333652e-01
6.76882972e-01 2.34418152e-02 5.10222276e-01 4.86253328e-02
-3.64272447e-01 -2.20084278e-01]
[ -1.73492404e-01 -6.12900125e-01 -1.04835674e-02 -2.06260359e-01
7.78765740e-01 -9.00386033e-02 6.40023411e-01 -8.31829508e-02
-6.99370577e-02 8.13858353e-02]
[ -2.93402580e-01 -4.22217510e-01 5.64668586e-02 -4.42241548e-02
9.03732182e-01 1.41104479e-01 4.36860006e-01 4.78660857e-02
-8.62144900e-02 -1.33046176e-01]
[ -2.07681221e-01 -3.21075506e-01 2.50820451e-01 -2.44891854e-01
6.70085338e-01 -4.39780939e-02 7.04560223e-01 1.28707362e-02
-2.58709596e-01 -2.95376929e-02]
[ -1.31982053e-01 -2.31150123e-01 -1.81447388e-01 -1.02799940e-01
4.93169609e-01 -2.29727662e-01 1.86198315e-01 1.68753170e-01
-1.03438169e-02 -1.20152261e-01]
[ 1.01187606e-01 2.30933987e-01 1.59646617e-01 -1.05701124e-01
-4.81231433e-02 5.41925761e-02 -1.34304520e-01 2.81745326e-01
6.41690617e-02 1.65890817e-01]
[ 3.52989505e-01 3.38546423e-01 -8.11035472e-02 3.17750525e-01
-8.94955936e-01 -2.89045436e-01 -4.89957832e-01 1.77634444e-01
3.88246282e-01 -2.51423031e-02]
[ 4.59117736e-02 1.28777161e-01 2.52642886e-01 2.47126414e-01
-5.34298964e-02 -1.95587214e-01 -1.73469234e-01 -1.33129446e-01
-1.40901696e-01 -2.91538938e-01]
[ 1.95442562e-02 -7.66782418e-02 -1.20230435e-01 -5.98274163e-02
2.43210948e-01 4.17839121e-02 3.86352566e-03 -1.85196122e-01
2.92154934e-02 2.01672927e-01]
[ 2.50805575e-03 -5.02149922e-02 -6.66014436e-02 -4.98511512e-02
-2.84833461e-02 -1.77919321e-01 8.23687546e-02 1.00589442e-02
3.82426006e-02 5.85798114e-03]
[ 3.08515481e-02 8.19140760e-02 2.44671235e-01 7.58727970e-02
-2.35976135e-01 -1.36020487e-01 1.00949089e-01 3.96963916e-02
-1.84218211e-01 1.08498847e-01]
[ 7.39720117e-02 4.05003129e-02 1.08100817e-01 9.27147457e-03
-2.46228871e-01 6.77710291e-02 5.45860304e-02 -2.70809191e-01
-1.61270180e-02 -8.66884339e-02]
[ -1.25731793e-02 9.42188319e-02 8.36650209e-02 -3.36691291e-02
-4.00084554e-02 1.81255732e-01 9.74253347e-02 1.18049985e-01
-2.44747605e-02 1.68464097e-01]
[ 2.25746918e-01 8.53875453e-02 3.05662427e-02 8.76229480e-02
1.26506461e-02 -2.54740218e-02 -1.82081943e-01 1.48919362e-01
-4.93235086e-02 -1.35315600e-02]
[ 4.64231167e-02 1.01421297e-02 1.84327971e-02 4.62210612e-02
-4.29739293e-01 -1.24382612e-01 -2.17735041e-01 4.14840659e-02
1.22740817e-01 1.97501272e-01]
[ 5.29455446e-02 5.13013885e-01 1.25668851e-01 4.27616130e-01
-1.17462660e+00 -3.05549595e-01 -5.98139857e-01 -7.15616677e-02
2.94928126e-01 3.38125538e-01]
[ 1.82382042e-01 5.09875007e-01 6.80361733e-02 4.32586320e-01
-9.51499658e-01 -8.54614344e-02 -4.50159974e-01 1.51526980e-01
2.14975440e-01 4.86762618e-01]
[ 2.59679823e-01 3.27719861e-01 2.49038034e-01 1.56933264e-01
-4.65278315e-01 7.77926478e-02 -2.35674921e-01 1.63248949e-01
2.46475698e-01 8.69507093e-02]
[ -7.41337935e-02 2.23047830e-01 2.41229612e-01 1.60775120e-02
-4.03348930e-02 1.30859181e-01 -1.02068270e-01 -1.52420569e-02
-3.32113280e-02 4.96786567e-02]
[ -9.74674456e-02 2.03506193e-03 2.53136718e-02 9.54981036e-02
-6.09315989e-02 1.15222590e-01 2.45358744e-01 2.02492065e-02
-2.73163862e-01 -9.12432601e-02]
[ -2.25301575e-01 -4.06362598e-02 -9.52877528e-02 -3.50218290e-01
1.99731672e-01 1.21123384e-01 1.17715103e-01 1.02900048e-01
-2.11801838e-01 2.65672919e-02]
[ 8.96384672e-03 -3.99814128e-01 -1.28075406e-01 -1.63172960e-01
3.76599409e-01 2.62364508e-02 1.90827289e-01 1.52306659e-01
-1.66665660e-01 -2.24022110e-01]
[ 1.23684176e-01 -2.14460074e-01 -1.50611154e-01 -9.29995255e-03
1.81343266e-02 -5.20724498e-02 7.12026434e-02 -1.52273368e-01
1.23174604e-01 -1.41576354e-01]
[ -1.18967121e-01 6.49455270e-02 2.62945618e-01 -9.97889914e-03
1.67292232e-01 8.17464370e-02 4.91698150e-02 -2.97743217e-01
-1.14703842e-01 -6.16286220e-02]
[ -3.49436052e-01 2.02712141e-02 1.37929347e-02 -2.84632508e-02
1.59635609e-01 -1.73570021e-01 1.35386126e-02 2.34177192e-01
-8.72951144e-02 7.23950993e-02]
[ 1.42547639e-01 1.27510550e-02 -2.35521743e-01 -8.60672066e-02
1.20293426e-01 -2.97134543e-01 7.77726552e-02 -1.67886045e-01
-1.78086076e-03 -1.91965778e-01]
[ 2.12014224e-01 -1.86881094e-01 6.43540057e-02 -2.21697490e-02
9.67275965e-02 -3.61874660e-02 3.98176756e-02 -1.36790255e-01
1.14056553e-01 -1.78886633e-01]
[ -1.06759912e-01 -8.14923401e-02 1.20933098e-01 1.07606573e-01
4.65058416e-02 -1.13271592e-01 2.63769940e-01 -7.81597655e-02
1.82597801e-01 -5.51485376e-03]
[ -1.08655474e-02 -1.92620926e-01 1.96790505e-01 -2.57650736e-01
-9.08470486e-02 1.19182468e-01 7.89295326e-02 -1.18050988e-01
1.63434341e-02 2.13626135e-01]]
[[ 0.63611996]
[ 1.66435725]
[ 0.25839468]
[ 0.88902177]
[-2.7095816 ]
[-0.25063789]
[-1.66907506]
[ 0.08145424]
[ 0.70954188]
[ 0.89929412]]
Progress: 37.3% ... Training loss: 0.276 ... Validation loss: 0.449[[ 1.59849148e-01 2.21092682e-01 -1.06301133e-01 1.06179502e-01
-5.24408602e-01 -7.06109491e-02 -6.14029359e-02 1.21274203e-01
-6.07138664e-02 1.85576082e-01]
[ 1.40696420e-02 1.51067350e-01 -1.93821376e-02 4.58945342e-02
8.48046802e-02 -6.69944488e-03 3.14709825e-01 4.12103740e-02
1.41506924e-01 -2.79206981e-02]
[ 1.91510531e-01 7.38960288e-01 1.18323470e-02 -3.88328780e-02
5.49709821e-01 -2.35962402e-02 -8.25376696e-01 -4.05653213e-02
5.65293279e-02 2.84225011e-01]
[ 2.91395302e-02 -3.38343086e-01 -2.05675062e-01 1.40514606e-01
-1.87279870e-02 1.37591073e-01 1.65114673e-01 6.18718866e-02
1.00303391e-01 2.51397673e-01]
[ -2.44819308e-02 9.03318409e-02 -1.51475468e-01 3.22809184e-02
2.49650540e-03 -1.77835457e-01 7.48289005e-02 -1.19050934e-01
-2.01265779e-01 -4.88566379e-02]
[ -3.81083424e-01 -6.18514736e-01 -2.95258379e-01 1.66625750e-01
-4.97902797e-02 3.89131482e-02 3.11613940e-01 -3.73846516e-02
-1.53088611e-02 -1.13901872e-02]
[ -9.67628439e-03 -2.28643212e-01 7.53167905e-03 8.37748638e-02
1.70451564e-02 -6.91082221e-02 1.89728846e-01 -1.91398202e-01
1.89949610e-01 2.59115248e-02]
[ 1.07992813e-01 -2.54961629e-01 3.26632312e-02 -7.53935742e-02
6.39761057e-02 -4.73701920e-02 8.21675633e-02 1.18780166e-01
7.65548867e-02 -2.76297663e-02]
[ -1.72512032e-01 -1.36896673e-01 -3.02409269e-01 -1.82613865e-02
-2.08827208e-02 6.82896791e-02 -1.46449255e-01 -2.89942333e-02
2.65004186e-01 -1.29973176e-01]
[ 4.52616617e-02 -4.02552084e-01 8.49656107e-02 1.71951347e-02
-6.69060177e-02 -1.15123292e-01 2.02299731e-01 -1.05921095e-01
1.23871523e-02 8.96641403e-02]
[ -8.31847832e-02 -6.43974565e-02 1.82283249e-03 -1.40121882e-01
-3.74828680e-02 1.65160719e-02 1.90560370e-01 -1.02609220e-01
-9.56990479e-03 -1.22333779e-01]
[ -1.22978518e-01 -1.75118825e-01 -7.12835157e-02 -2.46550518e-03
3.79289809e-01 1.01901226e-01 1.29954486e-01 -1.64279453e-02
-1.72398055e-01 -2.17380466e-01]
[ -1.57533965e-01 3.66753400e-03 6.16462445e-02 2.09043254e-02
-1.70781290e-01 -2.19462599e-01 -1.76832215e-01 -1.97090736e-01
8.62012488e-02 1.73104853e-01]
[ -2.70605165e-01 -3.28788220e-01 9.99658679e-02 2.28777754e-01
-1.07693651e-01 -6.90044019e-02 7.25422297e-02 -2.59401810e-01
-2.59043087e-01 -7.04676215e-02]
[ 1.04910689e-01 -1.79436356e-01 -2.10851027e-02 1.21568757e-01
-5.01395071e-02 -8.89016372e-02 2.31698830e-01 3.26817425e-03
2.91178908e-02 7.29075660e-03]
[ 4.13818453e-02 -8.84043415e-02 -2.08947843e-01 1.57406310e-01
-6.97242000e-02 8.15929422e-02 -5.03565624e-02 -1.94145494e-02
-8.45316087e-02 9.99282905e-04]
[ -1.17288655e-01 -7.03314182e-02 -2.00659303e-01 1.62244381e-01
-5.01108904e-03 1.32764506e-01 2.93856655e-03 -2.49981237e-01
7.50896257e-02 -1.92087532e-01]
[ -7.18262406e-02 -5.02863017e-02 2.74162408e-01 9.52488814e-02
1.31843268e-01 -6.00343125e-02 -1.12781677e-01 1.20225040e-01
7.12606202e-02 3.09930815e-02]
[ 5.70041901e-02 -2.31220692e-02 8.76505453e-02 8.71993516e-02
5.24706276e-02 -1.66825148e-02 2.22871882e-01 1.20295070e-01
-2.85774301e-02 -6.25370559e-02]
[ 1.07076818e-02 -1.46875007e-01 -2.91078846e-01 -4.94211596e-02
1.46762298e-01 -9.28010057e-02 1.50025058e-01 1.63348482e-01
1.09747406e-01 -2.77663780e-02]
[ 5.15450873e-02 -1.46435274e-02 -1.15022769e-01 4.90651486e-02
-1.12850118e-01 3.20129464e-01 2.58981741e-01 2.05047261e-01
-1.56451905e-01 -5.75273619e-02]
[ 5.02374954e-04 -1.42915827e-02 1.22131387e-01 1.03726027e-01
7.67319193e-03 1.06030514e-01 -1.12947704e-01 -4.19290254e-02
2.11814405e-01 7.71411534e-02]
[ 1.14597994e-01 8.48409026e-02 -4.33836113e-02 -9.20823502e-02
-1.10818850e-01 -3.31782345e-01 1.09134359e-01 9.04350642e-03
1.47936097e-01 9.51200264e-02]
[ -1.01842301e-01 -2.35207744e-02 -1.59681026e-02 2.16874292e-02
1.75198683e-03 -2.03838155e-01 -7.36669935e-02 -2.00760329e-02
1.57409168e-02 1.26339536e-01]
[ -1.54419746e-01 -1.10347123e-01 -2.01131804e-01 -1.40995766e-02
-2.76735963e-01 -1.53679330e-03 3.47081963e-02 -2.46763642e-02
-4.97954228e-03 4.90496158e-02]
[ -3.00282110e-02 -1.09521406e-01 -7.46908223e-02 -1.25611504e-01
5.25984118e-01 2.75439114e-01 5.79706410e-01 1.13138368e-01
-1.80799657e-01 -3.77090791e-01]
[ -2.03435379e-02 -4.16805707e-01 -3.18742755e-02 -7.80873820e-02
6.74707103e-01 1.02212429e-01 5.49254466e-01 9.10043588e-02
2.59105529e-02 -3.90750785e-01]
[ 1.03295529e-02 -4.67161595e-01 -4.37343027e-02 -1.07895766e-01
6.78375552e-01 2.35904922e-02 5.11540950e-01 4.85758979e-02
-3.64714949e-01 -2.20631845e-01]
[ -1.73796323e-01 -6.13647122e-01 -1.06072257e-02 -2.06692418e-01
7.79955134e-01 -8.99134631e-02 6.40936503e-01 -8.32221025e-02
-7.02794478e-02 8.09754203e-02]
[ -2.94060936e-01 -4.23717767e-01 5.62003179e-02 -4.51344213e-02
9.06183249e-01 1.41353774e-01 4.38452122e-01 4.77843989e-02
-8.69108333e-02 -1.33920779e-01]
[ -2.07909787e-01 -3.21486314e-01 2.50725412e-01 -2.45221170e-01
6.70996338e-01 -4.38870150e-02 7.05005880e-01 1.28398315e-02
-2.58972316e-01 -2.98633502e-02]
[ -1.31967682e-01 -2.31230749e-01 -1.81438667e-01 -1.02764269e-01
4.93038715e-01 -2.29737368e-01 1.86259524e-01 1.68756520e-01
-1.03096597e-02 -1.20110031e-01]
[ 1.00472720e-01 2.29313115e-01 1.59379053e-01 -1.06716299e-01
-4.55347983e-02 5.44653755e-02 -1.32757573e-01 2.81652977e-01
6.33818075e-02 1.64925646e-01]
[ 3.53782952e-01 3.39917279e-01 -8.08084673e-02 3.18738565e-01
-8.96506731e-01 -2.89332000e-01 -4.91548182e-01 1.77726219e-01
3.89203504e-01 -2.40921634e-02]
[ 4.61521517e-02 1.29512309e-01 2.52765883e-01 2.47513773e-01
-5.46442556e-02 -1.95684502e-01 -1.74126406e-01 -1.33092075e-01
-1.40597205e-01 -2.91125754e-01]
[ 1.97648961e-02 -7.65004867e-02 -1.20153765e-01 -5.95124126e-02
2.42315444e-01 4.16970782e-02 3.43234675e-03 -1.85167842e-01
2.94475695e-02 2.01990240e-01]
[ 2.33502339e-03 -5.06594834e-02 -6.66808188e-02 -5.01212126e-02
-2.79408292e-02 -1.77845858e-01 8.27642681e-02 1.00333515e-02
3.80251801e-02 5.56887626e-03]
[ 3.07797215e-02 8.16982222e-02 2.44643775e-01 7.57726372e-02
-2.35687261e-01 -1.35991589e-01 1.01165213e-01 3.96874064e-02
-1.84296969e-01 1.08394336e-01]
[ 7.40499722e-02 4.04304132e-02 1.08143890e-01 9.36702841e-03
-2.45784278e-01 6.77408585e-02 5.49548954e-02 -2.70798150e-01
-1.60462808e-02 -8.65918871e-02]
[ -1.27872307e-02 9.37657461e-02 8.35722402e-02 -3.40012292e-02
-3.90342219e-02 1.81348682e-01 9.79225410e-02 1.18019903e-01
-2.47410333e-02 1.68144925e-01]
[ 2.25809377e-01 8.55280437e-02 3.05822065e-02 8.76738894e-02
1.24678416e-02 -2.54918884e-02 -1.82176056e-01 1.48924839e-01
-4.92777705e-02 -1.34950248e-02]
[ 4.64218909e-02 1.01389407e-02 1.84323302e-02 4.62193361e-02
-4.29734135e-01 -1.24382131e-01 -2.17731969e-01 4.14839153e-02
1.22739456e-01 1.97499600e-01]
[ 5.40317903e-02 5.15263455e-01 1.26112157e-01 4.29058101e-01
-1.17792443e+00 -3.05950360e-01 -6.00500574e-01 -7.14245208e-02
2.96082057e-01 3.39636714e-01]
[ 1.81755278e-01 5.08483723e-01 6.77784159e-02 4.31811000e-01
-9.49533468e-01 -8.51853071e-02 -4.48871775e-01 1.51442303e-01
2.14275814e-01 4.85946832e-01]
[ 2.59596736e-01 3.27520884e-01 2.49004156e-01 1.56804673e-01
-4.65226335e-01 7.78217754e-02 -2.35569059e-01 1.63239413e-01
2.46372223e-01 8.68480048e-02]
[ -7.41670222e-02 2.22983620e-01 2.41208546e-01 1.60172255e-02
-4.02879605e-02 1.30876127e-01 -1.01978190e-01 -1.52473934e-02
-3.32541744e-02 4.96180216e-02]
[ -9.74019572e-02 2.18063051e-03 2.53382705e-02 9.55897583e-02
-6.12092473e-02 1.15197314e-01 2.45200368e-01 2.02575721e-02
-2.73093460e-01 -9.11506104e-02]
[ -2.25106352e-01 -4.01784314e-02 -9.51991257e-02 -3.49926054e-01
1.98897406e-01 1.21040980e-01 1.17216541e-01 1.02927809e-01
-2.11567101e-01 2.68711861e-02]
[ 8.73668509e-03 -4.00412309e-01 -1.28174586e-01 -1.63519674e-01
3.77617215e-01 2.63346318e-02 1.91482256e-01 1.52275722e-01
-1.66935809e-01 -2.24367389e-01]
[ 1.22422839e-01 -2.17658718e-01 -1.51151879e-01 -1.10635077e-02
2.27282512e-02 -5.15509394e-02 7.42819959e-02 -1.52443513e-01
1.21849250e-01 -1.43421750e-01]
[ -1.19111124e-01 6.43604807e-02 2.62910816e-01 -1.01633146e-02
1.68076388e-01 8.17899592e-02 4.99558114e-02 -2.97762288e-01
-1.14841872e-01 -6.18028203e-02]
[ -3.48514751e-01 2.19932622e-02 1.41843187e-02 -2.72838752e-02
1.57386086e-01 -1.73925359e-01 1.15285113e-02 2.34299575e-01
-8.62612636e-02 7.37207830e-02]
[ 1.42761448e-01 1.31716261e-02 -2.35432369e-01 -8.58272415e-02
1.19864426e-01 -2.97212386e-01 7.76310902e-02 -1.67854436e-01
-1.58884487e-03 -1.91678347e-01]
[ 2.12136098e-01 -1.86536366e-01 6.43994690e-02 -2.20333578e-02
9.59583094e-02 -3.62187771e-02 3.93818179e-02 -1.36777509e-01
1.14171581e-01 -1.78720585e-01]
[ -1.06780552e-01 -8.19843359e-02 1.20924103e-01 1.07670364e-01
4.62927454e-02 -1.13246477e-01 2.64145846e-01 -7.81608014e-02
1.82534436e-01 -5.59478711e-03]
[ -1.16082779e-02 -1.94913611e-01 1.96494072e-01 -2.58725363e-01
-8.74232843e-02 1.19481197e-01 8.09694332e-02 -1.18149786e-01
1.55518321e-02 2.12779269e-01]]
[[ 0.63218122]
[ 1.66394958]
[ 0.25438443]
[ 0.88753853]
[-2.71619802]
[-0.25517417]
[-1.67322514]
[ 0.07856035]
[ 0.70649795]
[ 0.89551541]]
Progress: 37.4% ... Training loss: 0.275 ... Validation loss: 0.447[[ 1.58717185e-01 2.17831637e-01 -1.06788174e-01 1.04328390e-01
-5.18744394e-01 -7.01568041e-02 -5.84273354e-02 1.21128289e-01
-6.20149445e-02 1.84105968e-01]
[ 1.39927367e-02 1.50842197e-01 -1.93890967e-02 4.58308317e-02
8.49630980e-02 -6.67808556e-03 3.15045763e-01 4.12034089e-02
1.41449471e-01 -2.79993575e-02]
[ 1.88085272e-01 7.33709198e-01 1.03316999e-02 -4.42216070e-02
5.63377230e-01 -2.21000496e-02 -8.18928080e-01 -4.10322471e-02
5.23660511e-02 2.79150052e-01]
[ 2.99308665e-02 -3.39214634e-01 -2.05368217e-01 1.41641510e-01
-2.11334901e-02 1.37298958e-01 1.65213691e-01 6.19741824e-02
1.01326386e-01 2.52714197e-01]
[ -2.59031568e-02 8.65991189e-02 -1.51983466e-01 3.06344054e-02
4.58944827e-03 -1.77382903e-01 7.87283484e-02 -1.19205836e-01
-2.02738584e-01 -5.07223599e-02]
[ -3.79974925e-01 -6.17724086e-01 -2.94760331e-01 1.68381571e-01
-5.47569277e-02 3.83681576e-02 3.10189638e-01 -3.72251951e-02
-1.39520043e-02 -9.71194946e-03]
[ -9.79129618e-03 -2.29381520e-01 7.49487407e-03 8.35807009e-02
1.72969452e-02 -6.90711847e-02 1.90605729e-01 -1.91401519e-01
1.89869280e-01 2.57717966e-02]
[ 1.07488705e-01 -2.56128904e-01 3.24142874e-02 -7.62282004e-02
6.53018956e-02 -4.71644133e-02 8.33927502e-02 1.18708655e-01
7.59124990e-02 -2.83865193e-02]
[ -1.72128233e-01 -1.36191395e-01 -3.02236976e-01 -1.76393974e-02
-2.27189014e-02 6.81175720e-02 -1.47435791e-01 -2.89434556e-02
2.65490085e-01 -1.29307757e-01]
[ 4.54512886e-02 -4.02809402e-01 8.50126023e-02 1.74770823e-02
-6.89824489e-02 -1.15258712e-01 2.02578180e-01 -1.05899126e-01
1.25611966e-02 9.00931511e-02]
[ -8.33119300e-02 -6.60140369e-02 1.81547735e-03 -1.40282266e-01
-3.66354426e-02 1.65377577e-02 1.91787145e-01 -1.02611584e-01
-9.63872554e-03 -1.22567548e-01]
[ -1.22167820e-01 -1.73654581e-01 -7.09385602e-02 -1.23804772e-03
3.75293565e-01 1.01540678e-01 1.28140493e-01 -1.63121448e-02
-1.71383241e-01 -2.16128532e-01]
[ -1.57533965e-01 3.66753400e-03 6.16462445e-02 2.09043254e-02
-1.70781290e-01 -2.19462599e-01 -1.76832215e-01 -1.97090736e-01
8.62012488e-02 1.73104853e-01]
[ -2.70134815e-01 -3.28407638e-01 1.00169235e-01 2.29436399e-01
-1.08856609e-01 -6.92244390e-02 7.16917596e-02 -2.59337779e-01
-2.58495780e-01 -6.97888361e-02]
[ 1.04884032e-01 -1.79948103e-01 -2.10754771e-02 1.21581777e-01
-5.06635258e-02 -8.89218009e-02 2.32141249e-01 3.27109513e-03
2.91307080e-02 7.25135814e-03]
[ 4.18830336e-02 -8.79036342e-02 -2.08747192e-01 1.58206502e-01
-7.20827369e-02 8.13623579e-02 -5.09792884e-02 -1.93443719e-02
-8.39383897e-02 1.80039437e-03]
[ -1.17699299e-01 -7.14782099e-02 -2.00821886e-01 1.61659627e-01
-3.19822802e-03 1.32926052e-01 4.09352338e-03 -2.50029549e-01
7.46243109e-02 -1.92677409e-01]
[ -7.19615514e-02 -5.09372509e-02 2.74098144e-01 9.50570114e-02
1.32164801e-01 -5.99793713e-02 -1.12090014e-01 1.20208998e-01
7.11069583e-02 3.07814675e-02]
[ 5.70061710e-02 -2.33425027e-02 8.76325503e-02 8.70617828e-02
5.23032118e-02 -1.66480287e-02 2.23078084e-01 1.20291913e-01
-2.85766810e-02 -6.25049878e-02]
[ 9.98231437e-03 -1.48445294e-01 -2.91383742e-01 -5.05109897e-02
1.49257499e-01 -9.25264339e-02 1.51606991e-01 1.63251090e-01
1.08886514e-01 -2.88175061e-02]
[ 5.16618404e-02 -1.41907950e-02 -1.14968906e-01 4.92275263e-02
-1.13663993e-01 3.20079462e-01 2.58541719e-01 2.05064973e-01
-1.56319289e-01 -5.74298912e-02]
[ 8.69701966e-04 -1.34292768e-02 1.22289006e-01 1.04306971e-01
6.27687773e-03 1.05865207e-01 -1.13761820e-01 -4.18776065e-02
2.12248518e-01 7.77139277e-02]
[ 1.14903383e-01 8.54957538e-02 -4.32498589e-02 -9.16732109e-02
-1.11926666e-01 -3.31894135e-01 1.08403241e-01 9.07673102e-03
1.48259884e-01 9.55649985e-02]
[ -1.01742681e-01 -2.33393926e-02 -1.59286115e-02 2.18426061e-02
1.24131115e-03 -2.03884054e-01 -7.38919475e-02 -2.00629039e-02
1.58572225e-02 1.26497391e-01]
[ -1.54111196e-01 -1.09689130e-01 -2.00995843e-01 -1.35260262e-02
-2.78549198e-01 -1.69283609e-03 3.40056607e-02 -2.46286692e-02
-4.54055221e-03 4.96037718e-02]
[ -3.03535206e-02 -1.10412822e-01 -7.48251774e-02 -1.26078122e-01
5.27193017e-01 2.75573963e-01 5.80713274e-01 1.13097224e-01
-1.81163970e-01 -3.77571242e-01]
[ -2.03963178e-02 -4.17305681e-01 -3.18951815e-02 -7.81480807e-02
6.74788779e-01 1.02224653e-01 5.49790929e-01 9.10025525e-02
2.58655240e-02 -3.90822116e-01]
[ 9.96467198e-03 -4.68293327e-01 -4.38714733e-02 -1.08409447e-01
6.79768669e-01 2.37335840e-02 5.12643251e-01 4.85317869e-02
-3.65115085e-01 -2.21146079e-01]
[ -1.73716638e-01 -6.13865414e-01 -1.05610436e-02 -2.06507348e-01
7.79277145e-01 -8.99641540e-02 6.41092870e-01 -8.32065629e-02
-7.01440379e-02 8.12002513e-02]
[ -2.94234900e-01 -4.24283623e-01 5.61368373e-02 -4.53424204e-02
9.06602469e-01 1.41408908e-01 4.39168580e-01 4.77663326e-02
-8.70753194e-02 -1.34121820e-01]
[ -2.07388523e-01 -3.20637011e-01 2.50955989e-01 -2.44399217e-01
6.68738284e-01 -4.41204197e-02 7.04213485e-01 1.29098342e-02
-2.58355202e-01 -2.90610162e-02]
[ -1.31799486e-01 -2.30884528e-01 -1.81373432e-01 -1.02488753e-01
4.92214600e-01 -2.29811320e-01 1.85797833e-01 1.68778404e-01
-1.00983250e-02 -1.19855919e-01]
[ 1.00732196e-01 2.30117535e-01 1.59502115e-01 -1.06286901e-01
-4.68375165e-02 5.43421337e-02 -1.33562565e-01 2.81689194e-01
6.37232204e-02 1.65337172e-01]
[ 3.53873779e-01 3.39173227e-01 -8.08174357e-02 3.18647978e-01
-8.95603008e-01 -2.89333292e-01 -4.91241231e-01 1.77728575e-01
3.89238958e-01 -2.39603796e-02]
[ 4.61849487e-02 1.29621764e-01 2.52779130e-01 2.47556893e-01
-5.47682023e-02 -1.95698780e-01 -1.74225162e-01 -1.33087740e-01
-1.40561469e-01 -2.91076546e-01]
[ 1.96624516e-02 -7.67682346e-02 -1.20177369e-01 -5.96562583e-02
2.42912018e-01 4.17297948e-02 3.71351833e-03 -1.85179066e-01
2.93146698e-02 2.01866849e-01]
[ 2.67232279e-03 -4.97326593e-02 -6.65596269e-02 -4.96627862e-02
-2.93541357e-02 -1.77981409e-01 8.19578753e-02 1.00795674e-02
3.84003510e-02 6.02558486e-03]
[ 3.04522148e-02 8.11836229e-02 2.44505053e-01 7.52335920e-02
-2.34501640e-01 -1.35861960e-01 1.01789814e-01 3.96425592e-02
-1.84723967e-01 1.07816859e-01]
[ 7.43406180e-02 4.11778910e-02 1.08258620e-01 9.77194495e-03
-2.47038789e-01 6.76281072e-02 5.41594270e-02 -2.70765561e-01
-1.57429717e-02 -8.61866145e-02]
[ -1.30330696e-02 9.31790565e-02 8.34734443e-02 -3.43321774e-02
-3.84253864e-02 1.81447665e-01 9.84728706e-02 1.17989923e-01
-2.50191072e-02 1.67801471e-01]
[ 2.26080236e-01 8.61503559e-02 3.06727908e-02 8.80139159e-02
1.18436162e-02 -2.55922611e-02 -1.82835394e-01 1.48955237e-01
-4.90103184e-02 -1.31567407e-02]
[ 4.59188560e-02 8.74666244e-03 1.82277137e-02 4.54396471e-02
-4.27375326e-01 -1.24177391e-01 -2.16332987e-01 4.14158737e-02
1.22145149e-01 1.96739854e-01]
[ 5.38669080e-02 5.14822895e-01 1.26039474e-01 4.28828708e-01
-1.17750497e+00 -3.05880255e-01 -6.00062666e-01 -7.14463968e-02
2.95879299e-01 3.39380469e-01]
[ 1.82334855e-01 5.09910389e-01 6.80230816e-02 4.32612854e-01
-9.52478098e-01 -8.54256158e-02 -4.50593129e-01 1.51518665e-01
2.14973206e-01 4.86776077e-01]
[ 2.59701740e-01 3.27917996e-01 2.49060695e-01 1.57023182e-01
-4.66097881e-01 7.77616411e-02 -2.35992584e-01 1.63258854e-01
2.46544327e-01 8.70483804e-02]
[ -7.41820909e-02 2.22891125e-01 2.41198319e-01 1.59834704e-02
-4.01622607e-02 1.30886987e-01 -1.01879568e-01 -1.52505701e-02
-3.32794220e-02 4.95864343e-02]
[ -9.71299509e-02 2.87050962e-03 2.54503741e-02 9.59858730e-02
-6.24011879e-02 1.15084271e-01 2.44487370e-01 2.02919471e-02
-2.72780936e-01 -9.07751993e-02]
[ -2.24806795e-01 -3.95432699e-02 -9.50722441e-02 -3.49393576e-01
1.97436331e-01 1.20891555e-01 1.16454434e-01 1.02973110e-01
-2.11163681e-01 2.73741598e-02]
[ 8.57837874e-03 -4.01031103e-01 -1.28221463e-01 -1.63681774e-01
3.78038391e-01 2.63764643e-02 1.91995485e-01 1.52260382e-01
-1.67089356e-01 -2.24543324e-01]
[ 1.23292288e-01 -2.15467652e-01 -1.50773788e-01 -9.77118436e-03
1.90258292e-02 -5.19059796e-02 7.21613469e-02 -1.52334371e-01
1.22799280e-01 -1.42177422e-01]
[ -1.18610794e-01 6.48082362e-02 2.63158963e-01 -9.29347251e-03
1.65433422e-01 8.15303743e-02 4.96445439e-02 -2.97682854e-01
-1.14160318e-01 -6.10179144e-02]
[ -3.49465316e-01 1.95317659e-02 1.37952778e-02 -2.84999766e-02
1.60434618e-01 -1.73590826e-01 1.38807147e-02 2.34192496e-01
-8.72486268e-02 7.25475410e-02]
[ 1.42259434e-01 1.19079757e-02 -2.35614535e-01 -8.66026490e-02
1.21550909e-01 -2.97020910e-01 7.85445102e-02 -1.67917561e-01
-2.14993482e-03 -1.92352046e-01]
[ 2.12643081e-01 -1.86701956e-01 6.45964417e-02 -2.14250369e-02
9.47977770e-02 -3.64461003e-02 3.90032759e-02 -1.36713887e-01
1.14732238e-01 -1.78073588e-01]
[ -1.06810594e-01 -8.22973194e-02 1.20915057e-01 1.07663316e-01
4.60644128e-02 -1.13240353e-01 2.64460241e-01 -7.81622402e-02
1.82499150e-01 -5.64571977e-03]
[ -1.11292402e-02 -1.93758366e-01 1.96635706e-01 -2.58148270e-01
-8.96492963e-02 1.19316730e-01 7.98911045e-02 -1.18094935e-01
1.60633679e-02 2.13448086e-01]]
[[ 0.63356974]
[ 1.66217422]
[ 0.25783686]
[ 0.8915368 ]
[-2.71548995]
[-0.25034904]
[-1.66560498]
[ 0.08098829]
[ 0.71001968]
[ 0.89739104]]
Progress: 37.4% ... Training loss: 0.275 ... Validation loss: 0.451[[ 1.59589673e-01 2.20546914e-01 -1.06391933e-01 1.05660883e-01
-5.23670767e-01 -7.05607122e-02 -6.10519522e-02 1.21254620e-01
-6.10375237e-02 1.85569934e-01]
[ 1.39225318e-02 1.50742252e-01 -1.94190920e-02 4.57386696e-02
8.51897213e-02 -6.65094466e-03 3.15108939e-01 4.11944073e-02
1.41370849e-01 -2.80951254e-02]
[ 1.90326771e-01 7.37714830e-01 1.12745129e-02 -4.11295355e-02
5.55860656e-01 -2.29298706e-02 -8.23428776e-01 -4.07294027e-02
5.50450005e-02 2.82548384e-01]
[ 3.04652838e-02 -3.38188980e-01 -2.05095502e-01 1.42369887e-01
-2.12836947e-02 1.37095860e-01 1.64153627e-01 6.20230422e-02
1.01449430e-01 2.53160067e-01]
[ -2.58850472e-02 8.66713985e-02 -1.51968683e-01 3.08443747e-02
1.88223393e-03 -1.77421129e-01 7.90197402e-02 -1.19181598e-01
-2.02429532e-01 -5.11832709e-02]
[ -3.81297951e-01 -6.20658026e-01 -2.95297541e-01 1.66621557e-01
-5.12347720e-02 3.88599799e-02 3.13290420e-01 -3.73913507e-02
-1.54052191e-02 -1.14241628e-02]
[ -8.85155603e-03 -2.27541236e-01 7.86214760e-03 8.48842835e-02
1.32990599e-02 -6.94724709e-02 1.88095819e-01 -1.91276976e-01
1.90865429e-01 2.71297295e-02]
[ 1.07968737e-01 -2.55219564e-01 3.26476394e-02 -7.54086812e-02
6.19850690e-02 -4.73791254e-02 8.26388861e-02 1.18789102e-01
7.65640035e-02 -2.74195977e-02]
[ -1.72058641e-01 -1.35911983e-01 -3.02216304e-01 -1.75917612e-02
-2.28400873e-02 6.80829551e-02 -1.47770691e-01 -2.89349724e-02
2.65438928e-01 -1.29238816e-01]
[ 4.59966758e-02 -4.01769472e-01 8.52244059e-02 1.83142487e-02
-7.39704401e-02 -1.15538856e-01 2.01387715e-01 -1.05807279e-01
1.31739955e-02 9.09709021e-02]
[ -8.36554161e-02 -6.67286329e-02 1.72779589e-03 -1.40725248e-01
-3.57485012e-02 1.66476606e-02 1.92204712e-01 -1.02648034e-01
-1.00544058e-02 -1.22875556e-01]
[ -1.21957866e-01 -1.73505615e-01 -7.08610835e-02 -9.26061041e-04
3.75144787e-01 1.01437976e-01 1.27858664e-01 -1.62840202e-02
-1.71113594e-01 -2.15644349e-01]
[ -1.57779482e-01 3.28832938e-03 6.15287325e-02 2.06088786e-02
-1.70445204e-01 -2.19348448e-01 -1.76275380e-01 -1.97126939e-01
8.58777646e-02 1.72732509e-01]
[ -2.70164710e-01 -3.28684859e-01 1.00133163e-01 2.29418944e-01
-1.09467611e-01 -6.92047555e-02 7.20338424e-02 -2.59347242e-01
-2.58572853e-01 -6.98697836e-02]
[ 1.04527025e-01 -1.80418956e-01 -2.12252516e-02 1.21086557e-01
-5.02294396e-02 -8.87985979e-02 2.32494904e-01 3.22984805e-03
2.87444843e-02 6.76928897e-03]
[ 4.08378107e-02 -9.03940285e-02 -2.09133724e-01 1.56817399e-01
-6.79145273e-02 8.17482832e-02 -4.84169877e-02 -1.94727686e-02
-8.50413415e-02 4.87702841e-04]
[ -1.17862002e-01 -7.18996487e-02 -2.00880068e-01 1.61423710e-01
-2.70309145e-03 1.32964285e-01 4.46941637e-03 -2.50044245e-01
7.44513158e-02 -1.92883549e-01]
[ -7.13784165e-02 -4.97216540e-02 2.74338413e-01 9.58499835e-02
1.30014966e-01 -6.02156971e-02 -1.13667272e-01 1.20284882e-01
7.16718318e-02 3.16340308e-02]
[ 5.78180880e-02 -2.16657094e-02 8.79369427e-02 8.82310647e-02
4.88394574e-02 -1.69592667e-02 2.21176086e-01 1.20394482e-01
-2.76346206e-02 -6.13350813e-02]
[ 9.81852918e-03 -1.49454666e-01 -2.91436941e-01 -5.07442559e-02
1.49025528e-01 -9.24403032e-02 1.52406744e-01 1.63232934e-01
1.08699818e-01 -2.91042748e-02]
[ 5.13065557e-02 -1.50938436e-02 -1.15128166e-01 4.86848792e-02
-1.11938471e-01 3.20220145e-01 2.59544601e-01 2.05018612e-01
-1.56740335e-01 -5.78730009e-02]
[ 1.97192138e-03 -1.02701597e-02 1.22770971e-01 1.05978705e-01
1.55811275e-03 1.05375663e-01 -1.16666214e-01 -4.17209428e-02
2.13527954e-01 7.95267319e-02]
[ 1.14967543e-01 8.56719435e-02 -4.32225181e-02 -9.15806000e-02
-1.12063344e-01 -3.31917699e-01 1.08230240e-01 9.08512902e-03
1.48320930e-01 9.56592929e-02]
[ -1.01662352e-01 -2.33106794e-02 -1.58992270e-02 2.19597659e-02
8.58715256e-04 -2.03925609e-01 -7.40380460e-02 -2.00522130e-02
1.59237692e-02 1.26611291e-01]
[ -1.54472721e-01 -1.10278118e-01 -2.01152089e-01 -1.40454538e-02
-2.77591294e-01 -1.54326163e-03 3.47739520e-02 -2.46772384e-02
-4.96424682e-03 4.90536126e-02]
[ -3.02537490e-02 -1.10166260e-01 -7.47857966e-02 -1.25938029e-01
5.26930344e-01 2.75534541e-01 5.80474823e-01 1.13109926e-01
-1.81052136e-01 -3.77433634e-01]
[ -2.01724365e-02 -4.16846231e-01 -3.18100997e-02 -7.78079277e-02
6.74049882e-01 1.02129439e-01 5.49220009e-01 9.10325511e-02
2.61239813e-02 -3.90496622e-01]
[ 1.00385525e-02 -4.68310343e-01 -4.38395063e-02 -1.08288111e-01
6.79416788e-01 2.36980253e-02 5.12647963e-01 4.85426892e-02
-3.65017581e-01 -2.21006273e-01]
[ -1.73779606e-01 -6.14038841e-01 -1.05844597e-02 -2.06598408e-01
7.79715528e-01 -8.99438601e-02 6.41189150e-01 -8.32151529e-02
-7.02115345e-02 8.10966746e-02]
[ -2.94329235e-01 -4.24509007e-01 5.60996301e-02 -4.54777753e-02
9.06925782e-01 1.41446435e-01 4.39422569e-01 4.77541449e-02
-8.71828124e-02 -1.34256170e-01]
[ -2.07635710e-01 -3.21246731e-01 2.50854902e-01 -2.44749099e-01
6.69672543e-01 -4.40246807e-02 7.04746636e-01 1.28796598e-02
-2.58631076e-01 -2.93959294e-02]
[ -1.32149581e-01 -2.32016623e-01 -1.81515998e-01 -1.03013880e-01
4.93440913e-01 -2.29672332e-01 1.86861588e-01 1.68732351e-01
-1.05023902e-02 -1.20349389e-01]
[ 1.00671058e-01 2.30281758e-01 1.59476451e-01 -1.06377951e-01
-4.69070262e-02 5.43495548e-02 -1.33653404e-01 2.81681675e-01
6.36409925e-02 1.65331432e-01]
[ 3.54485587e-01 3.40809237e-01 -8.05559381e-02 3.19475180e-01
-8.97799865e-01 -2.89588699e-01 -4.92862239e-01 1.77812482e-01
3.89734671e-01 -2.30907269e-02]
[ 4.60102029e-02 1.29152023e-01 2.52720522e-01 2.47290668e-01
-5.39638494e-02 -1.95633529e-01 -1.73829557e-01 -1.33110071e-01
-1.40738006e-01 -2.91199338e-01]
[ 1.96813074e-02 -7.70010990e-02 -1.20178727e-01 -5.96268146e-02
2.42687681e-01 4.17196798e-02 3.85894907e-03 -1.85176916e-01
2.93338951e-02 2.01896579e-01]
[ 3.08234403e-03 -4.88256044e-02 -6.63889691e-02 -4.90969776e-02
-3.12028593e-02 -1.78147855e-01 8.09235392e-02 1.01332276e-02
3.88379343e-02 6.57177335e-03]
[ 3.01674718e-02 8.06110695e-02 2.44395312e-01 7.48334475e-02
-2.33617344e-01 -1.35745675e-01 1.02334260e-01 3.96049129e-02
-1.85048065e-01 1.07449377e-01]
[ 7.49383940e-02 4.28971373e-02 1.08511197e-01 1.07167767e-02
-2.49841991e-01 6.73624189e-02 5.26738069e-02 -2.70682686e-01
-1.50382366e-02 -8.52216027e-02]
[ -1.28256249e-02 9.35379457e-02 8.35443432e-02 -3.40591663e-02
-3.92851268e-02 1.81363266e-01 9.79529085e-02 1.18017054e-01
-2.47855857e-02 1.68073871e-01]
[ 2.26493744e-01 8.71664559e-02 3.08599268e-02 8.86676920e-02
9.78620616e-03 -2.57763138e-02 -1.83751924e-01 1.49016013e-01
-4.84644472e-02 -1.25531628e-02]
[ 4.59188560e-02 8.74666244e-03 1.82277137e-02 4.54396471e-02
-4.27375326e-01 -1.24177391e-01 -2.16332987e-01 4.14158737e-02
1.22145149e-01 1.96739854e-01]
[ 5.35254960e-02 5.14019387e-01 1.25880131e-01 4.28345587e-01
-1.17696934e+00 -3.05763064e-01 -5.99158942e-01 -7.14861213e-02
2.95465690e-01 3.38842132e-01]
[ 1.81925679e-01 5.08759163e-01 6.78615009e-02 4.32141953e-01
-9.51947152e-01 -8.52235541e-02 -4.49511053e-01 1.51462021e-01
2.14569475e-01 4.86238324e-01]
[ 2.60029641e-01 3.28691232e-01 2.49200225e-01 1.57500268e-01
-4.67426172e-01 7.76337869e-02 -2.36846978e-01 1.63300672e-01
2.46929301e-01 8.75387998e-02]
[ -7.45507210e-02 2.22205273e-01 2.41036119e-01 1.54376819e-02
-3.89185291e-02 1.31032980e-01 -1.01168169e-01 -1.52988713e-02
-3.36900961e-02 4.90559433e-02]
[ -9.75958100e-02 1.68506963e-03 2.52619674e-02 9.53289716e-02
-6.04576994e-02 1.15255673e-01 2.45679829e-01 2.02344149e-02
-2.73301726e-01 -9.13805255e-02]
[ -2.24782840e-01 -3.94832640e-02 -9.50595492e-02 -3.49359455e-01
1.97410274e-01 1.20881010e-01 1.16403216e-01 1.02977592e-01
-2.11134582e-01 2.74187294e-02]
[ 8.59620344e-03 -4.01017958e-01 -1.28217620e-01 -1.63662357e-01
3.78027513e-01 2.63742217e-02 1.91953845e-01 1.52264001e-01
-1.67077996e-01 -2.24511969e-01]
[ 1.23342286e-01 -2.14910313e-01 -1.50728957e-01 -9.57097506e-03
1.77445393e-02 -5.19478387e-02 7.15858920e-02 -1.52318086e-01
1.22892082e-01 -1.41948134e-01]
[ -1.18343246e-01 6.49654876e-02 2.63262362e-01 -8.81999121e-03
1.63412253e-01 8.14273517e-02 4.94067205e-02 -2.97648998e-01
-1.13841870e-01 -6.06390977e-02]
[ -3.48864138e-01 2.03410157e-02 1.40485751e-02 -2.76303181e-02
1.58549746e-01 -1.73814550e-01 1.29083313e-02 2.34271491e-01
-8.65317664e-02 7.34348510e-02]
[ 1.41901433e-01 1.08791547e-02 -2.35731739e-01 -8.69807585e-02
1.22525652e-01 -2.96930091e-01 7.94999050e-02 -1.67949792e-01
-2.48088877e-03 -1.92766956e-01]
[ 2.12612536e-01 -1.87272223e-01 6.45607723e-02 -2.15577128e-02
9.46973071e-02 -3.64258107e-02 3.91892389e-02 -1.36720934e-01
1.14583228e-01 -1.78043940e-01]
[ -1.06102997e-01 -8.04114882e-02 1.21194878e-01 1.08577913e-01
4.35816117e-02 -1.13522748e-01 2.62612752e-01 -7.80724875e-02
1.83131570e-01 -4.68826137e-03]
[ -1.22006767e-02 -1.95473854e-01 1.96191318e-01 -2.59684707e-01
-8.67671787e-02 1.19697830e-01 8.18850054e-02 -1.18227228e-01
1.49260837e-02 2.12062056e-01]]
[[ 0.63654794]
[ 1.66631924]
[ 0.25985007]
[ 0.89262216]
[-2.71314603]
[-0.25027079]
[-1.66801066]
[ 0.08218166]
[ 0.71239123]
[ 0.89896681]]
Progress: 37.5% ... Training loss: 0.276 ... Validation loss: 0.450[[ 1.59713640e-01 2.19856197e-01 -1.06400678e-01 1.05595307e-01
-5.22259087e-01 -7.05295587e-02 -6.08616128e-02 1.21270391e-01
-6.09348593e-02 1.85628060e-01]
[ 1.36747482e-02 1.50194659e-01 -1.95244419e-02 4.53760501e-02
8.63116963e-02 -6.55040193e-03 3.15518945e-01 4.11642601e-02
1.41084761e-01 -2.84565348e-02]
[ 1.89131452e-01 7.33708328e-01 1.08589722e-02 -4.26587787e-02
5.60091169e-01 -2.24959391e-02 -8.19029784e-01 -4.08679520e-02
5.38858066e-02 2.80798412e-01]
[ 3.19229483e-02 -3.35320787e-01 -2.04416969e-01 1.44698503e-01
-2.53481424e-02 1.36491571e-01 1.61171213e-01 6.22221484e-02
1.02932341e-01 2.55478814e-01]
[ -2.50600762e-02 8.95381863e-02 -1.51488155e-01 3.21925931e-02
-2.78894083e-03 -1.77834209e-01 7.60204875e-02 -1.19059388e-01
-2.01020631e-01 -5.01816020e-02]
[ -3.82096338e-01 -6.22372376e-01 -2.95713392e-01 1.65229748e-01
-4.84415972e-02 3.92084139e-02 3.15247753e-01 -3.75114116e-02
-1.64573048e-02 -1.27247458e-02]
[ -1.02670846e-02 -2.31288306e-01 7.27212125e-03 8.28352173e-02
1.91982005e-02 -6.88912773e-02 1.91693239e-01 -1.91451833e-01
1.89325759e-01 2.52536042e-02]
[ 1.06705793e-01 -2.58975597e-01 3.21207794e-02 -7.72735981e-02
6.63380063e-02 -4.68675882e-02 8.62939916e-02 1.18620133e-01
7.51268066e-02 -2.94424597e-02]
[ -1.72979614e-01 -1.38533281e-01 -3.02603597e-01 -1.89268601e-02
-1.87023322e-02 6.84498149e-02 -1.45485915e-01 -2.90523785e-02
2.64329470e-01 -1.30524308e-01]
[ 4.26093441e-02 -4.10957767e-01 8.37182412e-02 1.30762600e-02
-6.04476181e-02 -1.14136524e-01 2.10058898e-01 -1.06260448e-01
9.12350954e-03 8.59392030e-02]
[ -8.45694019e-02 -6.88651579e-02 1.33591649e-03 -1.42034608e-01
-3.24478110e-02 1.70223861e-02 1.94450486e-01 -1.02766587e-01
-1.10487261e-02 -1.24204064e-01]
[ -1.22054381e-01 -1.74019545e-01 -7.08830687e-02 -1.01960298e-03
3.75504283e-01 1.01468943e-01 1.28436343e-01 -1.62935907e-02
-1.71207197e-01 -2.15769203e-01]
[ -1.57779482e-01 3.28832938e-03 6.15287325e-02 2.06088786e-02
-1.70445204e-01 -2.19348448e-01 -1.76275380e-01 -1.97126939e-01
8.58777646e-02 1.72732509e-01]
[ -2.70597325e-01 -3.29100162e-01 9.99154763e-02 2.28670942e-01
-1.07697347e-01 -6.89909405e-02 7.26013400e-02 -2.59415896e-01
-2.59166530e-01 -7.05853509e-02]
[ 1.04903286e-01 -1.80442544e-01 -2.11093004e-02 1.21483458e-01
-5.05245341e-02 -8.89652545e-02 2.32147831e-01 3.27911118e-03
2.91509505e-02 7.30871592e-03]
[ 4.12891116e-02 -8.94936175e-02 -2.08944445e-01 1.57434201e-01
-6.92096196e-02 8.15918114e-02 -4.94138166e-02 -1.94160873e-02
-8.45073872e-02 1.15607131e-03]
[ -1.19250735e-01 -7.53567444e-02 -2.01436758e-01 1.59511187e-01
2.57502468e-03 1.33508453e-01 7.86968936e-03 -2.50212438e-01
7.29557111e-02 -1.94790713e-01]
[ -7.16557630e-02 -5.06739737e-02 2.74210517e-01 9.54755368e-02
1.31214959e-01 -6.01121143e-02 -1.12566548e-01 1.20252574e-01
7.13467893e-02 3.13214323e-02]
[ 5.75131508e-02 -2.24255193e-02 8.77914380e-02 8.76960121e-02
4.98741439e-02 -1.68180866e-02 2.21777490e-01 1.20350746e-01
-2.80120408e-02 -6.17850613e-02]
[ 9.27870330e-03 -1.50832300e-01 -2.91677800e-01 -5.15731914e-02
1.51216441e-01 -9.22180900e-02 1.53697890e-01 1.63155896e-01
1.08042258e-01 -2.99112000e-02]
[ 5.00880727e-02 -1.84466957e-02 -1.15633521e-01 4.69042354e-02
-1.07170691e-01 3.20704424e-01 2.62856537e-01 2.04856983e-01
-1.58131649e-01 -5.96267276e-02]
[ 2.25788407e-03 -9.69982685e-03 1.22921916e-01 1.06464541e-01
-1.66880738e-04 1.05252890e-01 -1.17232274e-01 -4.16753283e-02
2.13942459e-01 7.97967114e-02]
[ 1.14599906e-01 8.47842221e-02 -4.33718785e-02 -9.21017446e-02
-1.10495015e-01 -3.31774872e-01 1.09054928e-01 9.03772987e-03
1.47913161e-01 9.51391017e-02]
[ -1.01607519e-01 -2.35443259e-02 -1.58936691e-02 2.20005796e-02
9.60891794e-04 -2.03946457e-01 -7.40919243e-02 -2.00459994e-02
1.58879769e-02 1.26675140e-01]
[ -1.55509333e-01 -1.12127641e-01 -2.01590499e-01 -1.55259490e-02
-2.75005363e-01 -1.12055108e-03 3.71347582e-02 -2.48173450e-02
-6.17340207e-03 4.74930794e-02]
[ -3.09684633e-02 -1.12068247e-01 -7.50864532e-02 -1.26964901e-01
5.29700602e-01 2.75816166e-01 5.82301166e-01 1.13019800e-01
-1.81872620e-01 -3.78460085e-01]
[ -2.02392897e-02 -4.17582179e-01 -3.18507402e-02 -7.79264771e-02
6.74226182e-01 1.02148156e-01 5.49964498e-01 9.10238320e-02
2.60386303e-02 -3.90632767e-01]
[ 9.47536567e-03 -4.69997916e-01 -4.40835300e-02 -1.09107751e-01
6.81359416e-01 2.39310082e-02 5.14398899e-01 4.84682950e-02
-3.65673158e-01 -2.21758364e-01]
[ -1.73699704e-01 -6.13962785e-01 -1.05459000e-02 -2.06467210e-01
7.79367499e-01 -8.99810373e-02 6.41081053e-01 -8.32030883e-02
-7.01117121e-02 8.12192840e-02]
[ -2.94468187e-01 -4.24945139e-01 5.60476456e-02 -4.56721053e-02
9.07515914e-01 1.41498466e-01 4.39834088e-01 4.77360612e-02
-8.73303760e-02 -1.34452889e-01]
[ -2.07878107e-01 -3.21743337e-01 2.50752861e-01 -2.45104748e-01
6.70693899e-01 -4.39291923e-02 7.05133199e-01 1.28474133e-02
-2.58912839e-01 -2.97499766e-02]
[ -1.32157936e-01 -2.32037732e-01 -1.81520021e-01 -1.03025271e-01
4.93553372e-01 -2.29667197e-01 1.86865644e-01 1.68732484e-01
-1.05105316e-02 -1.20348315e-01]
[ 1.01048368e-01 2.31483556e-01 1.59635069e-01 -1.05833040e-01
-4.85253209e-02 5.41996914e-02 -1.34744309e-01 2.81730779e-01
6.40490571e-02 1.65821523e-01]
[ 3.54891185e-01 3.41510559e-01 -8.04204939e-02 3.19932813e-01
-8.98731056e-01 -2.89728813e-01 -4.93789921e-01 1.77863817e-01
3.90076971e-01 -2.25201227e-02]
[ 4.56734666e-02 1.28370006e-01 2.52585244e-01 2.46839917e-01
-5.26217323e-02 -1.95503886e-01 -1.73021265e-01 -1.33151886e-01
-1.41126823e-01 -2.91672578e-01]
[ 1.89872921e-02 -7.84096047e-02 -1.20463609e-01 -6.06282437e-02
2.45430464e-01 4.19958503e-02 5.35067985e-03 -1.85267060e-01
2.85283385e-02 2.00938777e-01]
[ 2.31732715e-03 -5.06175851e-02 -6.67061183e-02 -5.02115443e-02
-2.80316771e-02 -1.77860659e-01 8.27419809e-02 1.00323749e-02
3.79528904e-02 5.46462947e-03]
[ 2.97530149e-02 7.97846717e-02 2.44206368e-01 7.41985201e-02
-2.32055751e-01 -1.35564821e-01 1.03216104e-01 3.95447176e-02
-1.85568179e-01 1.06784768e-01]
[ 7.47409204e-02 4.24777523e-02 1.08429436e-01 1.04314874e-02
-2.49069905e-01 6.74415086e-02 5.30987341e-02 -2.70705844e-01
-1.52648847e-02 -8.54970024e-02]
[ -1.29885952e-02 9.32398272e-02 8.34780056e-02 -3.42969239e-02
-3.90213787e-02 1.81420827e-01 9.83010413e-02 1.17998393e-01
-2.49735579e-02 1.67783676e-01]
[ 2.26109289e-01 8.59263778e-02 3.06881762e-02 8.80551515e-02
1.16928822e-02 -2.56153961e-02 -1.82560113e-01 1.48961010e-01
-4.89317014e-02 -1.31760860e-02]
[ 4.56800274e-02 8.22567710e-03 1.81307470e-02 4.50679660e-02
-4.26496500e-01 -1.24093388e-01 -2.15560586e-01 4.13825089e-02
1.21884623e-01 1.96313856e-01]
[ 5.40312723e-02 5.15093278e-01 1.26050583e-01 4.28982341e-01
-1.17865119e+00 -3.05907535e-01 -6.00139782e-01 -7.14291776e-02
2.95994433e-01 3.39526231e-01]
[ 1.81618919e-01 5.07550005e-01 6.77423883e-02 4.31707900e-01
-9.51057401e-01 -8.50814675e-02 -4.48755378e-01 1.51424532e-01
2.14346435e-01 4.85864594e-01]
[ 2.59650557e-01 3.27816043e-01 2.49048205e-01 1.56980686e-01
-4.66129995e-01 7.77726183e-02 -2.36001624e-01 1.63252913e-01
2.46511953e-01 8.70433331e-02]
[ -7.45652762e-02 2.22186924e-01 2.41028874e-01 1.54134094e-02
-3.88616869e-02 1.31039475e-01 -1.01148318e-01 -1.53009233e-02
-3.37078901e-02 4.90348041e-02]
[ -9.77362141e-02 1.49371779e-03 2.52000969e-02 9.51225519e-02
-6.01138224e-02 1.15307809e-01 2.45799595e-01 2.02165033e-02
-2.73422445e-01 -9.15705318e-02]
[ -2.24787421e-01 -3.94965342e-02 -9.50611221e-02 -3.49365854e-01
1.97389098e-01 1.20884032e-01 1.16413258e-01 1.02977615e-01
-2.11142249e-01 2.74162741e-02]
[ 8.60358043e-03 -4.01035634e-01 -1.28212464e-01 -1.63647644e-01
3.77972267e-01 2.63698867e-02 1.91943831e-01 1.52265080e-01
-1.67067957e-01 -2.24499947e-01]
[ 1.22120205e-01 -2.17727098e-01 -1.51238334e-01 -1.13155355e-02
2.24397391e-02 -5.14573541e-02 7.44860337e-02 -1.52477424e-01
1.21523625e-01 -1.43705214e-01]
[ -1.18805999e-01 6.32768584e-02 2.63047467e-01 -9.55085156e-03
1.65244448e-01 8.16271709e-02 5.06358999e-02 -2.97707539e-01
-1.14390643e-01 -6.13679606e-02]
[ -3.50855020e-01 1.56989361e-02 1.32086235e-02 -3.05212635e-02
1.66448458e-01 -1.73036236e-01 1.77214993e-02 2.34005184e-01
-8.88042979e-02 7.07215881e-02]
[ 1.42450940e-01 1.16874968e-02 -2.35522477e-01 -8.63342573e-02
1.21869940e-01 -2.97150680e-01 7.81484646e-02 -1.67871856e-01
-1.96056097e-03 -1.91958951e-01]
[ 2.12145988e-01 -1.88728888e-01 6.43406393e-02 -2.23445041e-02
9.71777681e-02 -3.61930598e-02 4.06897732e-02 -1.36791627e-01
1.14006603e-01 -1.78782316e-01]
[ -1.07181573e-01 -8.31696140e-02 1.20709336e-01 1.06979199e-01
4.70541949e-02 -1.13078904e-01 2.65357554e-01 -7.82184306e-02
1.81809129e-01 -6.30917238e-03]
[ -1.19271766e-02 -1.94758662e-01 1.96331925e-01 -2.59220227e-01
-8.93076105e-02 1.19581231e-01 8.15432556e-02 -1.18185633e-01
1.53561736e-02 2.12327483e-01]]
[[ 0.62383823]
[ 1.65606186]
[ 0.24511882]
[ 0.87793172]
[-2.73075403]
[-0.26441481]
[-1.68629432]
[ 0.06846532]
[ 0.69747546]
[ 0.88558583]]
Progress: 37.5% ... Training loss: 0.280 ... Validation loss: 0.451[[ 1.60314645e-01 2.21226312e-01 -1.06162191e-01 1.06306853e-01
-5.23856416e-01 -7.07768340e-02 -6.18906362e-02 1.21338338e-01
-6.04268857e-02 1.86580720e-01]
[ 1.31626130e-02 1.48579668e-01 -1.97475081e-02 4.45899546e-02
8.87653957e-02 -6.29753138e-03 3.17251302e-01 4.11017549e-02
1.40544647e-01 -2.92390421e-02]
[ 1.85690265e-01 7.27378774e-01 9.39994165e-03 -4.79473524e-02
5.75020399e-01 -2.09317149e-02 -8.12220208e-01 -4.12585085e-02
4.97687354e-02 2.75989000e-01]
[ 3.07280588e-02 -3.39690439e-01 -2.04896616e-01 1.43038141e-01
-2.04378649e-02 1.36970861e-01 1.64621258e-01 6.20935763e-02
1.01564694e-01 2.54299459e-01]
[ -2.46185119e-02 9.13241592e-02 -1.51350004e-01 3.28096406e-02
-2.96968926e-03 -1.77951064e-01 7.50292836e-02 -1.19005383e-01
-2.00426743e-01 -4.96541831e-02]
[ -3.80516455e-01 -6.19838895e-01 -2.95061764e-01 1.67590180e-01
-5.53507333e-02 3.84965609e-02 3.12570409e-01 -3.73249786e-02
-1.46120546e-02 -1.05006902e-02]
[ -9.51681939e-03 -2.29325003e-01 7.58343230e-03 8.39476727e-02
1.56933194e-02 -6.92427181e-02 1.89909258e-01 -1.91362338e-01
1.90223141e-01 2.64149463e-02]
[ 1.05025180e-01 -2.63462003e-01 3.14301191e-02 -7.97569329e-02
7.34364512e-02 -4.61237054e-02 9.08275435e-02 1.18427432e-01
7.32478154e-02 -3.18072555e-02]
[ -1.71882882e-01 -1.36467250e-01 -3.02160119e-01 -1.73346646e-02
-2.31697027e-02 6.79543333e-02 -1.47718050e-01 -2.89242662e-02
2.65535274e-01 -1.28934875e-01]
[ 4.28444769e-02 -4.11026964e-01 8.38183432e-02 1.33574853e-02
-6.15616031e-02 -1.14236419e-01 2.10495588e-01 -1.06225171e-01
9.31587062e-03 8.63468920e-02]
[ -8.43514678e-02 -6.91465175e-02 1.42296605e-03 -1.41630544e-01
-3.41463041e-02 1.68912718e-02 1.94703744e-01 -1.02740293e-01
-1.06783082e-02 -1.23784628e-01]
[ -1.20761181e-01 -1.71592579e-01 -7.03544636e-02 8.76855534e-04
3.70533818e-01 1.00885060e-01 1.25586487e-01 -1.61438234e-02
-1.69700532e-01 -2.13986294e-01]
[ -1.57779482e-01 3.28832938e-03 6.15287325e-02 2.06088786e-02
-1.70445204e-01 -2.19348448e-01 -1.76275380e-01 -1.97126939e-01
8.58777646e-02 1.72732509e-01]
[ -2.70541491e-01 -3.29133560e-01 9.99670051e-02 2.28900231e-01
-1.08732824e-01 -6.90649970e-02 7.26679579e-02 -2.59399311e-01
-2.59010976e-01 -7.04186453e-02]
[ 1.05504455e-01 -1.79655842e-01 -2.08668088e-02 1.22329331e-01
-5.31765529e-02 -8.92191546e-02 2.31336951e-01 3.34643839e-03
2.98347819e-02 8.16310809e-03]
[ 4.23501113e-02 -8.70281160e-02 -2.08513794e-01 1.58962423e-01
-7.29768140e-02 8.11352732e-02 -5.18513221e-02 -1.92940422e-02
-8.33394102e-02 2.55147884e-03]
[ -1.19016833e-01 -7.48837204e-02 -2.01340513e-01 1.59828673e-01
1.60198979e-03 1.33392894e-01 7.46740337e-03 -2.50186651e-01
7.32461156e-02 -1.94438352e-01]
[ -7.20174382e-02 -5.15530565e-02 2.74066884e-01 9.49622603e-02
1.32391730e-01 -5.99594229e-02 -1.11649189e-01 1.20213319e-01
7.09434696e-02 3.08479007e-02]
[ 5.79447458e-02 -2.13845159e-02 8.79554099e-02 8.82908552e-02
4.81479935e-02 -1.69969636e-02 2.20794182e-01 1.20397907e-01
-2.75402106e-02 -6.11546307e-02]
[ 8.43825784e-03 -1.53006695e-01 -2.92029825e-01 -5.28226731e-02
1.54663597e-01 -9.18430675e-02 1.55941230e-01 1.63059437e-01
1.07139495e-01 -3.11023606e-02]
[ 4.98879530e-02 -1.92007081e-02 -1.15721763e-01 4.66117499e-02
-1.06313542e-01 3.20802349e-01 2.63535337e-01 2.04833325e-01
-1.58366725e-01 -5.99270378e-02]
[ 2.25317120e-03 -9.59386028e-03 1.22925274e-01 1.06400727e-01
3.19952242e-04 1.05245329e-01 -1.17270888e-01 -4.16742934e-02
2.13802709e-01 7.97941184e-02]
[ 1.14926232e-01 8.52665970e-02 -4.32465623e-02 -9.16293366e-02
-1.11784977e-01 -3.31917591e-01 1.08388153e-01 9.07451582e-03
1.48274544e-01 9.56147891e-02]
[ -1.01492070e-01 -2.34005570e-02 -1.58465907e-02 2.22178195e-02
1.62157393e-04 -2.04003165e-01 -7.42618530e-02 -2.00310595e-02
1.60962146e-02 1.26882951e-01]
[ -1.55181388e-01 -1.11708684e-01 -2.01451482e-01 -1.50305043e-02
-2.76513644e-01 -1.27516314e-03 3.65780291e-02 -2.47783013e-02
-5.76226721e-03 4.79879136e-02]
[ -3.11865320e-02 -1.12598015e-01 -7.51744400e-02 -1.27284726e-01
5.30610846e-01 2.75911499e-01 5.82866536e-01 1.12995614e-01
-1.82123347e-01 -3.78785488e-01]
[ -1.97221784e-02 -4.16866699e-01 -3.16346331e-02 -7.71245590e-02
6.71745820e-01 1.01908110e-01 5.49086121e-01 9.10855068e-02
2.66709823e-02 -3.90005107e-01]
[ 9.49294354e-03 -4.70177026e-01 -4.40760776e-02 -1.09082245e-01
6.81228529e-01 2.39202493e-02 5.14500903e-01 4.84704307e-02
-3.65654992e-01 -2.21687750e-01]
[ -1.73145650e-01 -6.13298600e-01 -1.03121195e-02 -2.05622209e-01
7.76845514e-01 -9.02383842e-02 6.40268832e-01 -8.31396291e-02
-6.94371422e-02 8.20658016e-02]
[ -2.94890592e-01 -4.25986785e-01 5.58835563e-02 -4.62642877e-02
9.09002500e-01 1.41676590e-01 4.40960079e-01 4.76909949e-02
-8.78020488e-02 -1.35006468e-01]
[ -2.07622651e-01 -3.21489790e-01 2.50864748e-01 -2.44680142e-01
6.69645197e-01 -4.40543597e-02 7.04850651e-01 1.28801975e-02
-2.58585335e-01 -2.93373354e-02]
[ -1.32028339e-01 -2.31787761e-01 -1.81467275e-01 -1.02825965e-01
4.93043750e-01 -2.29726709e-01 1.86540878e-01 1.68747793e-01
-1.03593207e-02 -1.20153934e-01]
[ 1.01050810e-01 2.31571635e-01 1.59632241e-01 -1.05841775e-01
-4.84921492e-02 5.42024872e-02 -1.34889716e-01 2.81730235e-01
6.40278217e-02 1.65809318e-01]
[ 3.54915407e-01 3.41499084e-01 -8.04243903e-02 3.19866821e-01
-8.98204768e-01 -2.89725455e-01 -4.93681411e-01 1.77862888e-01
3.90009312e-01 -2.25592893e-02]
[ 4.59896099e-02 1.28952132e-01 2.52703790e-01 2.47238172e-01
-5.39687214e-02 -1.95630932e-01 -1.73750200e-01 -1.33118824e-01
-1.40791883e-01 -2.91233757e-01]
[ 1.92689649e-02 -7.77167821e-02 -1.20356322e-01 -6.02419683e-02
2.44341866e-01 4.18743492e-02 4.68801636e-03 -1.85241227e-01
2.88486122e-02 2.01351547e-01]
[ 2.73724930e-03 -4.96865361e-02 -6.65313136e-02 -4.95939351e-02
-2.96354296e-02 -1.78032584e-01 8.20306979e-02 1.00800649e-02
3.84549046e-02 6.06908695e-03]
[ 2.96297847e-02 7.93403601e-02 2.44157434e-01 7.39902136e-02
-2.31321228e-01 -1.35507393e-01 1.03616188e-01 3.95297481e-02
-1.85752826e-01 1.06632899e-01]
[ 7.45373799e-02 4.20227605e-02 1.08337974e-01 1.01129141e-02
-2.48210058e-01 6.75310731e-02 5.35882672e-02 -2.70728127e-01
-1.55148682e-02 -8.58086212e-02]
[ -1.32055736e-02 9.28250810e-02 8.33886519e-02 -3.46115814e-02
-3.82025401e-02 1.81511879e-01 9.87688719e-02 1.17972223e-01
-2.52162125e-02 1.67493919e-01]
[ 2.25798915e-01 8.52741377e-02 3.05623755e-02 8.76047430e-02
1.29054991e-02 -2.54938773e-02 -1.81799690e-01 1.48933090e-01
-4.92650429e-02 -1.36083570e-02]
[ 4.58763162e-02 8.56906249e-03 1.82046514e-02 4.53509620e-02
-4.27390004e-01 -1.24173813e-01 -2.15921485e-01 4.14041921e-02
1.22139786e-01 1.96603254e-01]
[ 5.42452411e-02 5.15722817e-01 1.26135835e-01 4.29256415e-01
-1.17905724e+00 -3.05992759e-01 -6.00763927e-01 -7.14067097e-02
2.96234093e-01 3.39801528e-01]
[ 1.81651447e-01 5.07566534e-01 6.77453158e-02 4.31748605e-01
-9.51251223e-01 -8.50824842e-02 -4.48869326e-01 1.51427472e-01
2.14367308e-01 4.85909671e-01]
[ 2.59386574e-01 3.27521230e-01 2.48962252e-01 1.56686820e-01
-4.65672296e-01 7.78562569e-02 -2.35423658e-01 1.63229968e-01
2.46274829e-01 8.67361141e-02]
[ -7.44206889e-02 2.22563569e-01 2.41096983e-01 1.56651473e-02
-3.97537287e-02 1.30964678e-01 -1.01526969e-01 -1.52813706e-02
-3.35093147e-02 4.92337532e-02]
[ -9.77273239e-02 1.42317794e-03 2.52016165e-02 9.51403080e-02
-6.02179800e-02 1.15303788e-01 2.45838075e-01 2.02179675e-02
-2.73411367e-01 -9.15569484e-02]
[ -2.24599334e-01 -3.91050535e-02 -9.49756050e-02 -3.49060820e-01
1.96646407e-01 1.20790586e-01 1.16002433e-01 1.03001437e-01
-2.10909922e-01 2.77137656e-02]
[ 8.80587735e-03 -4.00800423e-01 -1.28136246e-01 -1.63364130e-01
3.77112680e-01 2.62844144e-02 1.91582399e-01 1.52287553e-01
-1.66858173e-01 -2.24194481e-01]
[ 1.22086370e-01 -2.18176807e-01 -1.51256481e-01 -1.13102091e-02
2.22866001e-02 -5.14320560e-02 7.49813370e-02 -1.52479389e-01
1.21495690e-01 -1.43721312e-01]
[ -1.18910307e-01 6.25307915e-02 2.63007886e-01 -9.68644550e-03
1.66057118e-01 8.16561794e-02 5.14183518e-02 -2.97710933e-01
-1.14394745e-01 -6.15308903e-02]
[ -3.51479690e-01 1.39503331e-02 1.29693529e-02 -3.13503584e-02
1.68596556e-01 -1.72795488e-01 1.93714517e-02 2.33941532e-01
-8.94663679e-02 6.99972625e-02]
[ 1.42280595e-01 1.10626077e-02 -2.35585340e-01 -8.65434126e-02
1.22472341e-01 -2.97093351e-01 7.88242930e-02 -1.67887104e-01
-2.14864296e-03 -1.92178265e-01]
[ 2.13018362e-01 -1.86943864e-01 6.46927977e-02 -2.10889475e-02
9.35903365e-02 -3.65780575e-02 3.85910049e-02 -1.36688268e-01
1.14979207e-01 -1.77630586e-01]
[ -1.06461348e-01 -8.14246591e-02 1.20992210e-01 1.07926681e-01
4.41656763e-02 -1.13375774e-01 2.63706032e-01 -7.81412316e-02
1.82462797e-01 -5.32374167e-03]
[ -1.08403505e-02 -1.92642963e-01 1.96772512e-01 -2.57673001e-01
-9.40246322e-02 1.19095822e-01 7.95301025e-02 -1.18070595e-01
1.66815345e-02 2.13923023e-01]]
[[ 0.62750973]
[ 1.6565693 ]
[ 0.25037673]
[ 0.88495211]
[-2.72734315]
[-0.25820275]
[-1.67435138]
[ 0.07283352]
[ 0.70332474]
[ 0.88961424]]
Progress: 37.5% ... Training loss: 0.277 ... Validation loss: 0.451[[ 1.61984514e-01 2.25639897e-01 -1.05449680e-01 1.08731688e-01
-5.29821221e-01 -7.14180232e-02 -6.60239955e-02 1.21554100e-01
-5.84804238e-02 1.89482563e-01]
[ 1.34266634e-02 1.49226777e-01 -1.96371779e-02 4.49819420e-02
8.76923465e-02 -6.41087478e-03 3.16646672e-01 4.11336893e-02
1.40850488e-01 -2.88644744e-02]
[ 1.85949988e-01 7.29019907e-01 9.51430563e-03 -4.76326859e-02
5.73475914e-01 -2.10487925e-02 -8.14143078e-01 -4.12117322e-02
4.99454820e-02 2.76537521e-01]
[ 2.90003536e-02 -3.45590606e-01 -2.05590784e-01 1.40620752e-01
-1.25740219e-02 1.37719200e-01 1.70375527e-01 6.18863406e-02
9.95684277e-02 2.52340829e-01]
[ -2.36572159e-02 9.34049992e-02 -1.50953277e-01 3.38278932e-02
-4.69541122e-03 -1.78217570e-01 7.26778862e-02 -1.18920863e-01
-1.99502102e-01 -4.84785711e-02]
[ -3.79453650e-01 -6.18442956e-01 -2.94634621e-01 1.69149814e-01
-6.06482908e-02 3.80552645e-02 3.10905551e-01 -3.71977718e-02
-1.34136442e-02 -8.95829872e-03]
[ -8.39482237e-03 -2.26103133e-01 8.07157330e-03 8.54997337e-02
1.10043646e-02 -6.96686891e-02 1.86520530e-01 -1.91227497e-01
1.91531459e-01 2.81793592e-02]
[ 1.05311163e-01 -2.63015614e-01 3.15643510e-02 -7.92598439e-02
7.09521785e-02 -4.62732835e-02 9.02418512e-02 1.18468324e-01
7.35656775e-02 -3.11071973e-02]
[ -1.71613880e-01 -1.36013805e-01 -3.02043798e-01 -1.68136568e-02
-2.33956573e-02 6.78492910e-02 -1.47915113e-01 -2.88852234e-02
2.65885918e-01 -1.28440923e-01]
[ 4.41836946e-02 -4.07981916e-01 8.43739292e-02 1.52934614e-02
-6.88846958e-02 -1.14786927e-01 2.07481280e-01 -1.06055410e-01
1.09451501e-02 8.85671949e-02]
[ -8.27392529e-02 -6.54464034e-02 2.09089130e-03 -1.39205220e-01
-3.98235384e-02 1.62227823e-02 1.90798524e-01 -1.02541036e-01
-8.92685366e-03 -1.21398129e-01]
[ -1.20972827e-01 -1.72820099e-01 -7.04121382e-02 6.45347137e-04
3.70837406e-01 1.00982169e-01 1.26669674e-01 -1.61708587e-02
-1.69906032e-01 -2.14092281e-01]
[ -1.57779482e-01 3.28832938e-03 6.15287325e-02 2.06088786e-02
-1.70445204e-01 -2.19348448e-01 -1.76275380e-01 -1.97126939e-01
8.58777646e-02 1.72732509e-01]
[ -2.70515897e-01 -3.29019119e-01 9.99722698e-02 2.28973582e-01
-1.09405905e-01 -6.90746297e-02 7.26672953e-02 -2.59396104e-01
-2.59013928e-01 -7.04020535e-02]
[ 1.05935440e-01 -1.78920235e-01 -2.06955265e-02 1.22895172e-01
-5.48206359e-02 -8.93829592e-02 2.30507097e-01 3.39512402e-03
3.03024935e-02 8.77081371e-03]
[ 4.28780827e-02 -8.64210897e-02 -2.08253145e-01 1.59737955e-01
-7.53362680e-02 8.09080756e-02 -5.26144967e-02 -1.92276347e-02
-8.27047981e-02 3.43522404e-03]
[ -1.18978217e-01 -7.46666332e-02 -2.01326428e-01 1.59901213e-01
1.34346809e-03 1.33374704e-01 7.23707083e-03 -2.50184029e-01
7.32908341e-02 -1.94377317e-01]
[ -7.09831011e-02 -4.88600169e-02 2.74472251e-01 9.63875217e-02
1.28360101e-01 -6.03478635e-02 -1.14494697e-01 1.20333792e-01
7.21364528e-02 3.23428264e-02]
[ 5.78089893e-02 -2.17428416e-02 8.78982493e-02 8.80730807e-02
4.84117383e-02 -1.69354890e-02 2.21061433e-01 1.20384406e-01
-2.77016493e-02 -6.13356066e-02]
[ 8.66176481e-03 -1.52216201e-01 -2.91886113e-01 -5.23076535e-02
1.52375365e-01 -9.19987558e-02 1.55206456e-01 1.63098398e-01
1.07514702e-01 -3.05442663e-02]
[ 4.97997010e-02 -1.98345364e-02 -1.15793881e-01 4.63712546e-02
-1.05912344e-01 3.20875356e-01 2.63915472e-01 2.04815339e-01
-1.58541759e-01 -6.00277720e-02]
[ 2.14441276e-03 -9.72824082e-03 1.22884373e-01 1.06263273e-01
5.08153400e-04 1.05278948e-01 -1.16847360e-01 -4.16827062e-02
2.13725282e-01 7.96922990e-02]
[ 1.15868591e-01 8.74527798e-02 -4.28668220e-02 -9.01918158e-02
-1.14382564e-01 -3.32286309e-01 1.06162599e-01 9.19130601e-03
1.49218230e-01 9.70190149e-02]
[ -1.02053897e-01 -2.48894920e-02 -1.60673734e-02 2.14468369e-02
2.11162399e-03 -2.03780166e-01 -7.27050681e-02 -2.00954203e-02
1.55206313e-02 1.26114615e-01]
[ -1.54770378e-01 -1.10919451e-01 -2.01274784e-01 -1.43990725e-02
-2.78160406e-01 -1.45647981e-03 3.57438494e-02 -2.47292050e-02
-5.25351591e-03 4.86142711e-02]
[ -3.11710413e-02 -1.12613221e-01 -7.51688919e-02 -1.27260832e-01
5.30514026e-01 2.75906210e-01 5.82865261e-01 1.12997847e-01
-1.82101898e-01 -3.78755973e-01]
[ -1.97251972e-02 -4.17151406e-01 -3.16451734e-02 -7.71449934e-02
6.71745730e-01 1.01914806e-01 5.49244433e-01 9.10836469e-02
2.66296551e-02 -3.90014955e-01]
[ 9.57524087e-03 -4.70513522e-01 -4.40568126e-02 -1.08967775e-01
6.80742307e-01 2.38845712e-02 5.14748271e-01 4.84818684e-02
-3.65579715e-01 -2.21532371e-01]
[ -1.72616603e-01 -6.12534049e-01 -1.01021442e-02 -2.04838822e-01
7.74644017e-01 -9.04689183e-02 6.39296664e-01 -8.30764697e-02
-6.88172966e-02 8.28587141e-02]
[ -2.94783402e-01 -4.25795971e-01 5.59236410e-02 -4.61139404e-02
9.08645190e-01 1.41633878e-01 4.40715870e-01 4.77033884e-02
-8.76848923e-02 -1.34858163e-01]
[ -2.07615610e-01 -3.21521120e-01 2.50869383e-01 -2.44673575e-01
6.69706781e-01 -4.40572483e-02 7.04849695e-01 1.28808072e-02
-2.58572388e-01 -2.93134234e-02]
[ -1.32344815e-01 -2.32221942e-01 -1.81566283e-01 -1.03235042e-01
4.94223723e-01 -2.29604224e-01 1.87076462e-01 1.68712950e-01
-1.06844710e-02 -1.20577277e-01]
[ 1.00849546e-01 2.31009137e-01 1.59549752e-01 -1.06136419e-01
-4.77182497e-02 5.42803783e-02 -1.34115172e-01 2.81707981e-01
6.38918289e-02 1.65536822e-01]
[ 3.55601652e-01 3.42928922e-01 -8.02022876e-02 3.20657576e-01
-8.99857777e-01 -2.89937219e-01 -4.95326220e-01 1.77938411e-01
3.90617444e-01 -2.14264125e-02]
[ 4.63532335e-02 1.29580500e-01 2.52842469e-01 2.47683998e-01
-5.55071638e-02 -1.95780238e-01 -1.74592726e-01 -1.33079077e-01
-1.40391851e-01 -2.90759705e-01]
[ 1.88881357e-02 -7.87443192e-02 -1.20513747e-01 -6.07960660e-02
2.45710188e-01 4.20327018e-02 5.67615932e-03 -1.85285655e-01
2.83989904e-02 2.00820069e-01]
[ 2.61587563e-03 -4.98186155e-02 -6.65796893e-02 -4.97790643e-02
-2.94816906e-02 -1.77990325e-01 8.21957055e-02 1.00670366e-02
3.82553097e-02 5.86723599e-03]
[ 3.04936929e-02 8.13473050e-02 2.44496858e-01 7.52316188e-02
-2.34509388e-01 -1.35845428e-01 1.01598608e-01 3.96278766e-02
-1.84810329e-01 1.07857774e-01]
[ 7.45509576e-02 4.19663391e-02 1.08342708e-01 1.01388550e-02
-2.48130620e-01 6.75219616e-02 5.36279410e-02 -2.70727077e-01
-1.54990064e-02 -8.58034975e-02]
[ -1.34017322e-02 9.22423845e-02 8.33086068e-02 -3.48820747e-02
-3.75339498e-02 1.81594554e-01 9.92975391e-02 1.17947946e-01
-2.54504128e-02 1.67231901e-01]
[ 2.26371042e-01 8.72198711e-02 3.08581195e-02 8.86440384e-02
9.74527137e-03 -2.57886030e-02 -1.83530750e-01 1.49016298e-01
-4.84710650e-02 -1.26278506e-02]
[ 4.60875593e-02 9.16816926e-03 1.82855937e-02 4.56454543e-02
-4.28295412e-01 -1.24258658e-01 -2.16444431e-01 4.14282845e-02
1.22374217e-01 1.96887507e-01]
[ 5.47952693e-02 5.17069172e-01 1.26352442e-01 4.30028314e-01
-1.18037791e+00 -3.06194772e-01 -6.02143851e-01 -7.13425609e-02
2.96802245e-01 3.40535403e-01]
[ 1.80834240e-01 5.05697292e-01 6.74541494e-02 4.30667328e-01
-9.49298927e-01 -8.47268236e-02 -4.46733303e-01 1.51330289e-01
2.13527185e-01 4.84854480e-01]
[ 2.59586568e-01 3.28207789e-01 2.49080479e-01 1.57100919e-01
-4.67292482e-01 7.77491381e-02 -2.36019649e-01 1.63263068e-01
2.46593125e-01 8.71475376e-02]
[ -7.42375902e-02 2.22975607e-01 2.41171867e-01 1.59567365e-02
-4.06010436e-02 1.30879120e-01 -1.01985677e-01 -1.52573438e-02
-3.32792408e-02 4.95259731e-02]
[ -9.77013665e-02 1.51344692e-03 2.52148862e-02 9.51677312e-02
-6.02472038e-02 1.15288806e-01 2.45706759e-01 2.02215146e-02
-2.73381013e-01 -9.15144945e-02]
[ -2.24299678e-01 -3.84329218e-02 -9.48531063e-02 -3.48635568e-01
1.95357826e-01 1.20666159e-01 1.15268782e-01 1.03036544e-01
-2.10569854e-01 2.81480413e-02]
[ 8.87146750e-03 -4.00723094e-01 -1.28107979e-01 -1.63265827e-01
3.76871254e-01 2.62554941e-02 1.91449855e-01 1.52295898e-01
-1.66785480e-01 -2.24103398e-01]
[ 1.23140894e-01 -2.15298797e-01 -1.50784553e-01 -9.48614453e-03
1.61637129e-02 -5.19183757e-02 7.25610420e-02 -1.52342014e-01
1.22872438e-01 -1.42043454e-01]
[ -1.17968442e-01 6.44940915e-02 2.63402043e-01 -8.38396284e-03
1.63124875e-01 8.12660134e-02 4.92727127e-02 -2.97597754e-01
-1.13296584e-01 -6.01187594e-02]
[ -3.51015341e-01 1.49145186e-02 1.31684683e-02 -3.06735551e-02
1.67282947e-01 -1.72977133e-01 1.83248848e-02 2.33998642e-01
-8.89609412e-02 7.06714146e-02]
[ 1.42125397e-01 1.04990960e-02 -2.35643508e-01 -8.66681155e-02
1.23240066e-01 -2.97046006e-01 7.93713802e-02 -1.67899022e-01
-2.37750114e-03 -1.92297898e-01]
[ 2.13944133e-01 -1.84603514e-01 6.50844903e-02 -1.97691444e-02
8.89938642e-02 -3.69556073e-02 3.61499101e-02 -1.36571408e-01
1.16097994e-01 -1.76186189e-01]
[ -1.05811907e-01 -7.98875824e-02 1.21267270e-01 1.08819622e-01
4.15975061e-02 -1.13645350e-01 2.62019237e-01 -7.80595853e-02
1.83196819e-01 -4.44401941e-03]
[ -1.19813161e-02 -1.96244731e-01 1.96264563e-01 -2.59434601e-01
-8.99557161e-02 1.19631847e-01 8.28870646e-02 -1.18222865e-01
1.52524828e-02 2.12455211e-01]]
[[ 0.63713642]
[ 1.66580285]
[ 0.26019304]
[ 0.89559149]
[-2.71912742]
[-0.25141153]
[-1.66374508]
[ 0.08120787]
[ 0.71333324]
[ 0.89772842]]
Progress: 37.6% ... Training loss: 0.275 ... Validation loss: 0.452[[ 1.61005977e-01 2.24797424e-01 -1.05929226e-01 1.07245905e-01
-5.26323944e-01 -7.09129333e-02 -6.42025903e-02 1.21407847e-01
-5.98335220e-02 1.87828864e-01]
[ 1.33144738e-02 1.49093146e-01 -1.97003102e-02 4.47635373e-02
8.83431443e-02 -6.36204077e-03 3.16889904e-01 4.11138825e-02
1.40685390e-01 -2.90581594e-02]
[ 1.88739192e-01 7.35034123e-01 1.04926745e-02 -4.41375538e-02
5.65537318e-01 -2.21064993e-02 -8.20062643e-01 -4.08845965e-02
5.26213762e-02 2.80040732e-01]
[ 2.95660416e-02 -3.44973268e-01 -2.05121070e-01 1.42209716e-01
-1.84930398e-02 1.37407302e-01 1.70227883e-01 6.19927370e-02
1.00614201e-01 2.53838610e-01]
[ -2.30999163e-02 9.46519755e-02 -1.50700534e-01 3.46837616e-02
-7.98158817e-03 -1.78495244e-01 7.06151392e-02 -1.18841790e-01
-1.98651412e-01 -4.74511958e-02]
[ -3.81549264e-01 -6.22735254e-01 -2.95509457e-01 1.66283191e-01
-5.47906831e-02 3.88962863e-02 3.15604414e-01 -3.74732939e-02
-1.58516420e-02 -1.20422388e-02]
[ -7.37098525e-03 -2.23425031e-01 8.41817893e-03 8.68568405e-02
8.04569906e-03 -6.99782180e-02 1.84250162e-01 -1.91100757e-01
1.92674188e-01 2.94711348e-02]
[ 1.05601577e-01 -2.61860556e-01 3.16316771e-02 -7.89651012e-02
6.94552619e-02 -4.63780278e-02 8.93773215e-02 1.18497595e-01
7.37485769e-02 -3.08053839e-02]
[ -1.72053169e-01 -1.37034663e-01 -3.02169946e-01 -1.73359316e-02
-2.30484066e-02 6.79914007e-02 -1.46884624e-01 -2.89347374e-02
2.65584617e-01 -1.28988737e-01]
[ 4.28664529e-02 -4.09639397e-01 8.37000957e-02 1.30564065e-02
-6.34843793e-02 -1.14175373e-01 2.09780356e-01 -1.06244425e-01
9.31945018e-03 8.62760240e-02]
[ -8.24691059e-02 -6.53192508e-02 2.22383594e-03 -1.38721884e-01
-4.26779802e-02 1.61331512e-02 1.90734214e-01 -1.02505649e-01
-8.57062241e-03 -1.20940842e-01]
[ -1.21146384e-01 -1.72769766e-01 -7.04583010e-02 6.62017190e-04
3.70040807e-01 1.01029105e-01 1.27029360e-01 -1.61862550e-02
-1.70050233e-01 -2.14296562e-01]
[ -1.57779482e-01 3.28832938e-03 6.15287325e-02 2.06088786e-02
-1.70445204e-01 -2.19348448e-01 -1.76275380e-01 -1.97126939e-01
8.58777646e-02 1.72732509e-01]
[ -2.71047733e-01 -3.29909433e-01 9.97402480e-02 2.28158103e-01
-1.07674703e-01 -6.88447226e-02 7.36837420e-02 -2.59469989e-01
-2.59667862e-01 -7.12034284e-02]
[ 1.05238054e-01 -1.80522082e-01 -2.09881122e-02 1.21903825e-01
-5.29249123e-02 -8.91283340e-02 2.31977484e-01 3.30753821e-03
2.95290322e-02 7.76856045e-03]
[ 4.19349754e-02 -8.82886874e-02 -2.08623592e-01 1.58575999e-01
-7.24557217e-02 8.13472935e-02 -5.01701019e-02 -1.93537126e-02
-8.37419956e-02 2.12406192e-03]
[ -1.19434853e-01 -7.55731955e-02 -2.01515172e-01 1.59257537e-01
3.27090077e-03 1.33558562e-01 8.23677787e-03 -2.50238830e-01
7.27764286e-02 -1.95023995e-01]
[ -6.95052049e-02 -4.54773810e-02 2.75013852e-01 9.84180361e-02
1.22745029e-01 -6.09110131e-02 -1.17853976e-01 1.20518690e-01
7.37803750e-02 3.42787183e-02]
[ 5.78955109e-02 -2.17346398e-02 8.79101259e-02 8.81294036e-02
4.88297646e-02 -1.69448758e-02 2.21020749e-01 1.20391835e-01
-2.76703868e-02 -6.13106409e-02]
[ 8.76294507e-03 -1.51630086e-01 -2.91871404e-01 -5.22306416e-02
1.51597395e-01 -9.20349615e-02 1.54876304e-01 1.63106836e-01
1.07509705e-01 -3.05009255e-02]
[ 5.08292522e-02 -1.70946373e-02 -1.15392671e-01 4.78327377e-02
-1.10244430e-01 3.20462000e-01 2.61195350e-01 2.04946711e-01
-1.57401998e-01 -5.85608024e-02]
[ 1.41745623e-03 -1.14990552e-02 1.22594783e-01 1.05219053e-01
3.55490101e-03 1.05567894e-01 -1.15022967e-01 -4.17755963e-02
2.12932873e-01 7.86840031e-02]
[ 1.14743676e-01 8.53993052e-02 -4.32979764e-02 -9.17392996e-02
-1.11540902e-01 -3.31861705e-01 1.08636568e-01 9.04822579e-03
1.48171115e-01 9.54611237e-02]
[ -1.01601482e-01 -2.42635779e-02 -1.58573729e-02 2.21560567e-02
8.87409102e-05 -2.03968863e-01 -7.35426531e-02 -2.00325013e-02
1.60437284e-02 1.26790888e-01]
[ -1.54657756e-01 -1.10651602e-01 -2.01236690e-01 -1.42665111e-02
-2.78404461e-01 -1.49798525e-03 3.53968274e-02 -2.47149649e-02
-5.18170927e-03 4.87563192e-02]
[ -3.09460549e-02 -1.12150652e-01 -7.50772304e-02 -1.26932759e-01
5.29535244e-01 2.75814354e-01 5.82450652e-01 1.13027083e-01
-1.81841276e-01 -3.78439932e-01]
[ -1.99402545e-02 -4.17854326e-01 -3.17343050e-02 -7.74499829e-02
6.72588537e-01 1.02007017e-01 5.50018071e-01 9.10553547e-02
2.64024541e-02 -3.90339134e-01]
[ 9.62799156e-03 -4.70579476e-01 -4.40320811e-02 -1.08881241e-01
6.80409671e-01 2.38602592e-02 5.14831671e-01 4.84911044e-02
-3.65517740e-01 -2.21449085e-01]
[ -1.72505450e-01 -6.12292060e-01 -1.00589433e-02 -2.04687036e-01
7.74341152e-01 -9.05105136e-02 6.39012902e-01 -8.30629734e-02
-6.86962115e-02 8.30029021e-02]
[ -2.95002799e-01 -4.26187307e-01 5.58378725e-02 -4.64059893e-02
9.09587870e-01 1.41718444e-01 4.41116414e-01 4.76786155e-02
-8.79310103e-02 -1.35134683e-01]
[ -2.07517696e-01 -3.21420244e-01 2.50907718e-01 -2.44536797e-01
6.69322154e-01 -4.40959032e-02 7.04705642e-01 1.28932413e-02
-2.58466273e-01 -2.91777721e-02]
[ -1.32276556e-01 -2.32021088e-01 -1.81535197e-01 -1.03096853e-01
4.93725275e-01 -2.29637700e-01 1.86816909e-01 1.68723954e-01
-1.05932634e-02 -1.20450726e-01]
[ 1.00980086e-01 2.31536165e-01 1.59616756e-01 -1.05910022e-01
-4.85381204e-02 5.42245646e-02 -1.34599647e-01 2.81728891e-01
6.41077878e-02 1.65760369e-01]
[ 3.55674101e-01 3.43416949e-01 -8.01300592e-02 3.20840315e-01
-9.00936709e-01 -2.89951522e-01 -4.95470715e-01 1.77951909e-01
3.90795866e-01 -2.11985188e-02]
[ 4.63750074e-02 1.29608538e-01 2.52865158e-01 2.47735184e-01
-5.56931065e-02 -1.95792900e-01 -1.74655294e-01 -1.33074124e-01
-1.40348209e-01 -2.90723472e-01]
[ 1.87171884e-02 -7.91723526e-02 -1.20585689e-01 -6.10471688e-02
2.46455256e-01 4.21030413e-02 6.11060629e-03 -1.85307660e-01
2.81999511e-02 2.00579124e-01]
[ 1.66870690e-03 -5.17615931e-02 -6.69678358e-02 -5.11351656e-02
-2.60367953e-02 -1.77632573e-01 8.42766475e-02 9.94345663e-03
3.71829644e-02 4.52378736e-03]
[ 3.08545254e-02 8.23344688e-02 2.44588710e-01 7.57010843e-02
-2.35930279e-01 -1.35972561e-01 1.00656294e-01 3.96705968e-02
-1.84440753e-01 1.08289594e-01]
[ 7.50714163e-02 4.34335317e-02 1.08540878e-01 1.09209081e-02
-2.50568754e-01 6.72997367e-02 5.21579947e-02 -2.70654265e-01
-1.49038983e-02 -8.50060228e-02]
[ -1.36949051e-02 9.16478804e-02 8.31813433e-02 -3.52984109e-02
-3.65754544e-02 1.81716221e-01 9.99393883e-02 1.17908251e-01
-2.57977163e-02 1.66792856e-01]
[ 2.26556753e-01 8.77338714e-02 3.09049363e-02 8.87925509e-02
9.27717759e-03 -2.58493655e-02 -1.84145682e-01 1.49030193e-01
-4.83660064e-02 -1.25349400e-02]
[ 4.61489597e-02 9.60719580e-03 1.83160004e-02 4.57681030e-02
-4.28922832e-01 -1.24277050e-01 -2.16385167e-01 4.14376101e-02
1.22460231e-01 1.96948968e-01]
[ 5.55525530e-02 5.18694798e-01 1.26633997e-01 4.31120048e-01
-1.18313102e+00 -3.06438978e-01 -6.03758201e-01 -7.12544307e-02
2.97569825e-01 3.41460794e-01]
[ 1.79836480e-01 5.03431966e-01 6.70365478e-02 4.29224065e-01
-9.46383588e-01 -8.43499392e-02 -4.44431402e-01 1.51198353e-01
2.12429078e-01 4.83401833e-01]
[ 2.59163554e-01 3.27156068e-01 2.48907812e-01 1.56466411e-01
-4.65700458e-01 7.79303542e-02 -2.34906295e-01 1.63205113e-01
2.46107237e-01 8.65288490e-02]
[ -7.43954798e-02 2.22670968e-01 2.41100985e-01 1.57146448e-02
-3.99129838e-02 1.30944182e-01 -1.01763390e-01 -1.52765906e-02
-3.34523384e-02 4.92898840e-02]
[ -9.76511673e-02 1.88450648e-03 2.52350787e-02 9.52387407e-02
-6.06224422e-02 1.15270070e-01 2.45349237e-01 2.02290136e-02
-2.73319465e-01 -9.14438688e-02]
[ -2.24503699e-01 -3.88630863e-02 -9.49433154e-02 -3.48956812e-01
1.96188845e-01 1.20757126e-01 1.15725077e-01 1.03007907e-01
-2.10828454e-01 2.78396392e-02]
[ 8.56353232e-03 -4.01478964e-01 -1.28241349e-01 -1.63728296e-01
3.78325133e-01 2.63878151e-02 1.92268966e-01 1.52253844e-01
-1.67155363e-01 -2.24574677e-01]
[ 1.22793655e-01 -2.15098438e-01 -1.50922487e-01 -9.91379762e-03
1.54817751e-02 -5.17931271e-02 7.29389074e-02 -1.52383820e-01
1.22690727e-01 -1.42504640e-01]
[ -1.16577500e-01 6.72735407e-02 2.63985677e-01 -6.38264547e-03
1.58168107e-01 8.07213814e-02 4.60191536e-02 -2.97415050e-01
-1.11796182e-01 -5.81167208e-02]
[ -3.51197832e-01 1.43816530e-02 1.30978184e-02 -3.09033651e-02
1.68251745e-01 -1.72907332e-01 1.89881177e-02 2.33981354e-01
-8.92029694e-02 7.03939936e-02]
[ 1.42340555e-01 1.14312765e-02 -2.35565005e-01 -8.64113046e-02
1.23467594e-01 -2.97099398e-01 7.86201577e-02 -1.67873127e-01
-2.10286855e-03 -1.91961230e-01]
[ 2.12926475e-01 -1.86811107e-01 6.46045471e-02 -2.13966809e-02
9.33180667e-02 -3.65076267e-02 3.83651005e-02 -1.36721450e-01
1.14793956e-01 -1.77825290e-01]
[ -1.06603027e-01 -8.15658144e-02 1.20959093e-01 1.07845212e-01
4.39766294e-02 -1.13321083e-01 2.63988155e-01 -7.81628548e-02
1.82287886e-01 -5.61867935e-03]
[ -1.24695604e-02 -1.97218024e-01 1.96012078e-01 -2.60170368e-01
-9.04673854e-02 1.19831431e-01 8.42610926e-02 -1.18288081e-01
1.47004889e-02 2.11630708e-01]]
[[ 0.63389605]
[ 1.66717047]
[ 0.25770343]
[ 0.89032342]
[-2.72009055]
[-0.25509238]
[-1.67248207]
[ 0.07671529]
[ 0.70817754]
[ 0.89391104]]
Progress: 37.6% ... Training loss: 0.274 ... Validation loss: 0.448[[ 1.63855959e-01 2.30713550e-01 -1.04688630e-01 1.11169079e-01
-5.35738945e-01 -7.19805255e-02 -7.07409841e-02 1.21779425e-01
-5.66544232e-02 1.91805931e-01]
[ 1.35177942e-02 1.49552750e-01 -1.96118055e-02 4.50803619e-02
8.76078983e-02 -6.45351126e-03 3.16510185e-01 4.11411678e-02
1.40923411e-01 -2.87472971e-02]
[ 1.90001157e-01 7.36869700e-01 1.10928850e-02 -4.23625936e-02
5.59561625e-01 -2.24934989e-02 -8.22820057e-01 -4.07229587e-02
5.41359809e-02 2.81686884e-01]
[ 2.80857347e-02 -3.47701706e-01 -2.05762395e-01 1.39887107e-01
-1.21993247e-02 1.37910930e-01 1.73434680e-01 6.17998314e-02
9.85346645e-02 2.51788392e-01]
[ -1.98074671e-02 9.97851592e-02 -1.49348187e-01 3.90923866e-02
-1.95226265e-02 -1.79623840e-01 6.42488118e-02 -1.18430952e-01
-1.94515895e-01 -4.35057801e-02]
[ -3.81289821e-01 -6.22125162e-01 -2.95391442e-01 1.66659913e-01
-5.52746052e-02 3.87965218e-02 3.15175984e-01 -3.74390658e-02
-1.55386995e-02 -1.16543797e-02]
[ -5.25922494e-03 -2.19170318e-01 9.30036184e-03 8.96369647e-02
1.00288366e-03 -7.07661527e-02 1.79097010e-01 -1.90825430e-01
1.94926867e-01 3.23736166e-02]
[ 1.06113853e-01 -2.61661748e-01 3.19107420e-02 -7.81180448e-02
6.69021059e-02 -4.65557370e-02 8.87046894e-02 1.18563254e-01
7.44709897e-02 -3.00499283e-02]
[ -1.71468193e-01 -1.36477813e-01 -3.01931179e-01 -1.65146865e-02
-2.57645310e-02 6.77745124e-02 -1.47585640e-01 -2.88674770e-02
2.66180281e-01 -1.28271679e-01]
[ 4.63659349e-02 -4.03324537e-01 8.52228182e-02 1.80697203e-02
-7.75946749e-02 -1.15488819e-01 2.02361924e-01 -1.05798956e-01
1.33152308e-02 9.11141507e-02]
[ -8.20090372e-02 -6.46749877e-02 2.42861363e-03 -1.38181590e-01
-4.37189482e-02 1.59566878e-02 1.89839617e-01 -1.02445801e-01
-8.11320360e-03 -1.20341838e-01]
[ -1.21637479e-01 -1.74108426e-01 -7.06677720e-02 -6.64422205e-05
3.72396053e-01 1.01236718e-01 1.28387160e-01 -1.62490975e-02
-1.70619735e-01 -2.14970838e-01]
[ -1.57779482e-01 3.28832938e-03 6.15287325e-02 2.06088786e-02
-1.70445204e-01 -2.19348448e-01 -1.76275380e-01 -1.97126939e-01
8.58777646e-02 1.72732509e-01]
[ -2.70912387e-01 -3.29654316e-01 9.98003129e-02 2.28347121e-01
-1.08121552e-01 -6.89033240e-02 7.34554827e-02 -2.59453688e-01
-2.59522463e-01 -7.10087060e-02]
[ 1.05644123e-01 -1.79691288e-01 -2.08126115e-02 1.22510242e-01
-5.42953880e-02 -8.92810594e-02 2.31250089e-01 3.35843939e-03
3.00161373e-02 8.35648270e-03]
[ 4.23947446e-02 -8.69416638e-02 -2.08444857e-01 1.59075174e-01
-7.27165497e-02 8.11642256e-02 -5.17193861e-02 -1.92945800e-02
-8.32952335e-02 2.74308556e-03]
[ -1.19967568e-01 -7.70006889e-02 -2.01731965e-01 1.58501169e-01
5.37795321e-03 1.33779486e-01 9.58046065e-03 -2.50293546e-01
7.21764286e-02 -1.95779284e-01]
[ -6.84183082e-02 -4.32315317e-02 2.75483479e-01 9.99100745e-02
1.18202154e-01 -6.13240578e-02 -1.20224878e-01 1.20658978e-01
7.49362169e-02 3.57817037e-02]
[ 5.89887487e-02 -1.92562928e-02 8.83888815e-02 8.97414375e-02
4.43658275e-02 -1.73734322e-02 2.18163652e-01 1.20532899e-01
-2.63597871e-02 -5.96776113e-02]
[ 9.32907219e-03 -1.50531112e-01 -2.91611318e-01 -5.13369437e-02
1.48889203e-01 -9.22609157e-02 1.53597135e-01 1.63183344e-01
1.08213636e-01 -2.97278692e-02]
[ 5.12054948e-02 -1.70167719e-02 -1.15217962e-01 4.83487982e-02
-1.11779813e-01 3.20337873e-01 2.60817203e-01 2.04983490e-01
-1.56968611e-01 -5.81818349e-02]
[ 7.64474133e-04 -1.32397041e-02 1.22315294e-01 1.04246603e-01
6.49189526e-03 1.05848084e-01 -1.13369442e-01 -4.18600304e-02
2.12195730e-01 7.78696148e-02]
[ 1.15147431e-01 8.63457480e-02 -4.31312519e-02 -9.11658474e-02
-1.13541589e-01 -3.32005184e-01 1.07795446e-01 9.09390804e-03
1.48571000e-01 9.60169873e-02]
[ -1.01528917e-01 -2.49304656e-02 -1.58308159e-02 2.22555098e-02
-2.34735465e-04 -2.03999584e-01 -7.31327653e-02 -2.00233569e-02
1.61164210e-02 1.26815230e-01]
[ -1.54603612e-01 -1.10476522e-01 -2.01213140e-01 -1.41938895e-02
-2.78591820e-01 -1.52111830e-03 3.52658767e-02 -2.47091410e-02
-5.11647326e-03 4.88189385e-02]
[ -3.05313325e-02 -1.11276935e-01 -7.49093069e-02 -1.26330052e-01
5.27825669e-01 2.75646857e-01 5.81663361e-01 1.13077542e-01
-1.81370265e-01 -3.77861740e-01]
[ -1.98659228e-02 -4.18581211e-01 -3.17274686e-02 -7.74001320e-02
6.72148642e-01 1.01991230e-01 5.50467311e-01 9.10602231e-02
2.64143476e-02 -3.90350935e-01]
[ 9.67944675e-03 -4.70483136e-01 -4.40114415e-02 -1.08809997e-01
6.80215414e-01 2.38419374e-02 5.14700736e-01 4.84973286e-02
-3.65463341e-01 -2.21379330e-01]
[ -1.72359598e-01 -6.12066537e-01 -9.99163383e-03 -2.04449105e-01
7.73746061e-01 -9.05773603e-02 6.38693962e-01 -8.30423582e-02
-6.85139281e-02 8.32406717e-02]
[ -2.94946733e-01 -4.26200916e-01 5.58651986e-02 -4.63060175e-02
9.09315033e-01 1.41691260e-01 4.41047903e-01 4.76873910e-02
-8.78612983e-02 -1.35047302e-01]
[ -2.07538011e-01 -3.21359484e-01 2.50894455e-01 -2.44568795e-01
6.69426170e-01 -4.40917510e-02 7.04630887e-01 1.28899625e-02
-2.58493890e-01 -2.91968102e-02]
[ -1.32152731e-01 -2.31772373e-01 -1.81482992e-01 -1.02915495e-01
4.93259968e-01 -2.29688433e-01 1.86496321e-01 1.68739164e-01
-1.04605897e-02 -1.20276235e-01]
[ 1.01765458e-01 2.33541821e-01 1.59959445e-01 -1.04727388e-01
-5.17947117e-02 5.39049662e-02 -1.36552704e-01 2.81825604e-01
6.50073981e-02 1.66926074e-01]
[ 3.56442734e-01 3.45438423e-01 -7.97744565e-02 3.21862876e-01
-9.03158859e-01 -2.90261618e-01 -4.97505815e-01 1.78054200e-01
3.91523959e-01 -2.01240922e-02]
[ 4.67512577e-02 1.30590806e-01 2.53018135e-01 2.48249972e-01
-5.72843759e-02 -1.95938614e-01 -1.75636895e-01 -1.33031506e-01
-1.39925014e-01 -2.90233183e-01]
[ 1.87505619e-02 -7.93556941e-02 -1.20573392e-01 -6.09727229e-02
2.46526419e-01 4.20671360e-02 6.25805530e-03 -1.85292341e-01
2.82751520e-02 2.00641776e-01]
[ 1.23755300e-03 -5.27100646e-02 -6.71439726e-02 -5.17501762e-02
-2.43978177e-02 -1.77458047e-01 8.51582092e-02 9.89532165e-03
3.66917428e-02 3.94181177e-03]
[ 3.01943039e-02 8.06262891e-02 2.44322210e-01 7.47453663e-02
-2.32961167e-01 -1.35708150e-01 1.02462536e-01 3.95891246e-02
-1.85197863e-01 1.07336811e-01]
[ 7.50617564e-02 4.33944396e-02 1.08545999e-01 1.09057253e-02
-2.50418654e-01 6.73080841e-02 5.22208106e-02 -2.70655254e-01
-1.48896464e-02 -8.50088354e-02]
[ -1.40010054e-02 9.09040115e-02 8.30456662e-02 -3.57812023e-02
-3.51997419e-02 1.81853251e-01 1.00621150e-01 1.17866245e-01
-2.61460583e-02 1.66391867e-01]
[ 2.26488532e-01 8.75529992e-02 3.08786112e-02 8.86981897e-02
9.57229235e-03 -2.58215200e-02 -1.83966908e-01 1.49022180e-01
-4.84431256e-02 -1.26285500e-02]
[ 4.60029188e-02 9.20446176e-03 1.82548320e-02 4.55557999e-02
-4.28348271e-01 -1.24207851e-01 -2.15817468e-01 4.14198841e-02
1.22245210e-01 1.96800535e-01]
[ 5.59969524e-02 5.19605678e-01 1.26813158e-01 4.31723539e-01
-1.18469845e+00 -3.06607919e-01 -6.04738363e-01 -7.11999498e-02
2.98068147e-01 3.42069127e-01]
[ 1.82322051e-01 5.08207708e-01 6.80886912e-02 4.32674120e-01
-9.56294364e-01 -8.52509795e-02 -4.50058205e-01 1.51499565e-01
2.15350539e-01 4.86656475e-01]
[ 2.59121643e-01 3.27042723e-01 2.48897063e-01 1.56432672e-01
-4.65734447e-01 7.79412869e-02 -2.34779578e-01 1.63202274e-01
2.46094551e-01 8.64935845e-02]
[ -7.47662232e-02 2.21761468e-01 2.40961142e-01 1.52202007e-02
-3.86359310e-02 1.31095808e-01 -1.00923972e-01 -1.53211800e-02
-3.38476642e-02 4.88280625e-02]
[ -9.76016471e-02 2.02177596e-03 2.52563051e-02 9.53119178e-02
-6.08453488e-02 1.15249400e-01 2.45211547e-01 2.02353318e-02
-2.73261187e-01 -9.13707838e-02]
[ -2.24769671e-01 -3.94733374e-02 -9.50554364e-02 -3.49344970e-01
1.97272355e-01 1.20866223e-01 1.16336617e-01 1.02976151e-01
-2.11131599e-01 2.74565616e-02]
[ 8.54295453e-03 -4.01616695e-01 -1.28244993e-01 -1.63743655e-01
3.78471872e-01 2.63966865e-02 1.92375950e-01 1.52252019e-01
-1.67184461e-01 -2.24596933e-01]
[ 1.23402052e-01 -2.14754733e-01 -1.50682702e-01 -9.09982420e-03
1.33118200e-02 -5.20048749e-02 7.23131748e-02 -1.52318947e-01
1.23299707e-01 -1.41818965e-01]
[ -1.15242880e-01 6.93281762e-02 2.64548168e-01 -4.52561818e-03
1.53415631e-01 8.02236650e-02 4.31130214e-02 -2.97238381e-01
-1.10239002e-01 -5.62882696e-02]
[ -3.50271624e-01 1.55351389e-02 1.35047672e-02 -2.96013226e-02
1.64809764e-01 -1.73245726e-01 1.75495616e-02 2.34095386e-01
-8.81109423e-02 7.15790204e-02]
[ 1.42533377e-01 1.21045790e-02 -2.35477130e-01 -8.62044176e-02
1.23206225e-01 -2.97167018e-01 7.80110963e-02 -1.67845265e-01
-1.97286240e-03 -1.91695261e-01]
[ 2.14214343e-01 -1.83314090e-01 6.51926449e-02 -1.93733940e-02
8.77028313e-02 -3.70623429e-02 3.48952795e-02 -1.36548732e-01
1.16386159e-01 -1.75827773e-01]
[ -1.06379933e-01 -8.09655890e-02 1.21042709e-01 1.08044492e-01
4.33534744e-02 -1.13390945e-01 2.63407717e-01 -7.81362523e-02
1.82410586e-01 -5.36569459e-03]
[ -1.35741126e-02 -1.99919933e-01 1.95561294e-01 -2.61747717e-01
-8.63992316e-02 1.20289190e-01 8.69356046e-02 -1.18428365e-01
1.34810882e-02 2.10177939e-01]]
[[ 0.64809692]
[ 1.68140561]
[ 0.26949511]
[ 0.90563767]
[-2.71324042]
[-0.2476105 ]
[-1.6622708 ]
[ 0.08821442]
[ 0.72112595]
[ 0.90751816]]
Progress: 37.7% ... Training loss: 0.280 ... Validation loss: 0.454[[ 1.62609750e-01 2.27890039e-01 -1.05122622e-01 1.09521433e-01
-5.29442455e-01 -7.14936768e-02 -6.78021199e-02 1.21613979e-01
-5.78662707e-02 1.90510326e-01]
[ 1.37246071e-02 1.49402587e-01 -1.95228257e-02 4.53280303e-02
8.68625067e-02 -6.50845001e-03 3.16324395e-01 4.11566249e-02
1.41167582e-01 -2.84709963e-02]
[ 1.92067066e-01 7.40134782e-01 1.20569727e-02 -3.92668968e-02
5.50392640e-01 -2.33333866e-02 -8.26784440e-01 -4.04406747e-02
5.65885381e-02 2.85079295e-01]
[ 2.46382790e-02 -3.54167363e-01 -2.07253422e-01 1.35045206e-01
2.69723762e-03 1.39267299e-01 1.81484603e-01 6.13378387e-02
9.46723029e-02 2.47381237e-01]
[ -2.01919471e-02 9.85736485e-02 -1.49492013e-01 3.84361832e-02
-1.60564027e-02 -1.79518566e-01 6.46327521e-02 -1.18489416e-01
-1.95042080e-01 -4.37328307e-02]
[ -3.81475710e-01 -6.22394413e-01 -2.95478108e-01 1.66385261e-01
-5.46027785e-02 3.89112570e-02 3.15531852e-01 -3.74719839e-02
-1.57767253e-02 -1.20268496e-02]
[ -5.75726476e-03 -2.20657993e-01 9.13927865e-03 8.90055504e-02
2.43861638e-03 -7.06006392e-02 1.80268514e-01 -1.90883431e-01
1.94526069e-01 3.19218061e-02]
[ 1.04301492e-01 -2.66334964e-01 3.11751282e-02 -8.06289682e-02
7.39647599e-02 -4.58772689e-02 9.34573351e-02 1.18325165e-01
7.25480019e-02 -3.22810616e-02]
[ -1.71519527e-01 -1.36478916e-01 -3.01952736e-01 -1.65847829e-02
-2.57332383e-02 6.77573196e-02 -1.47433298e-01 -2.88798060e-02
2.66133750e-01 -1.28372294e-01]
[ 4.44451839e-02 -4.07629472e-01 8.44653663e-02 1.54197050e-02
-7.13746441e-02 -1.14781337e-01 2.06954548e-01 -1.06055768e-01
1.13641819e-02 8.87327588e-02]
[ -8.24040835e-02 -6.64554498e-02 2.26229616e-03 -1.38717240e-01
-4.20567015e-02 1.61148730e-02 1.91225996e-01 -1.02498893e-01
-8.54683800e-03 -1.20825599e-01]
[ -1.21869305e-01 -1.74454275e-01 -7.07489224e-02 -3.67862851e-04
3.73715281e-01 1.01312574e-01 1.28840515e-01 -1.62805303e-02
-1.70843394e-01 -2.15261714e-01]
[ -1.57779482e-01 3.28832938e-03 6.15287325e-02 2.06088786e-02
-1.70445204e-01 -2.19348448e-01 -1.76275380e-01 -1.97126939e-01
8.58777646e-02 1.72732509e-01]
[ -2.70371691e-01 -3.28922750e-01 1.00034925e-01 2.29094637e-01
-1.09468762e-01 -6.91020008e-02 7.25713673e-02 -2.59383073e-01
-2.58913099e-01 -7.03240590e-02]
[ 1.05787318e-01 -1.79012334e-01 -2.07582409e-02 1.22684336e-01
-5.45464744e-02 -8.93094367e-02 2.30472927e-01 3.37745402e-03
3.01806944e-02 8.59006343e-03]
[ 4.17752522e-02 -8.81514999e-02 -2.08691888e-01 1.58211094e-01
-7.00125511e-02 8.13842161e-02 -5.02970598e-02 -1.93775349e-02
-8.39822977e-02 1.90735593e-03]
[ -1.20843388e-01 -7.92853831e-02 -2.02078038e-01 1.57266211e-01
8.28976164e-03 1.34107331e-01 1.16426382e-02 -2.50406767e-01
7.13053593e-02 -1.96922234e-01]
[ -6.81557282e-02 -4.29406066e-02 2.75610004e-01 1.00276012e-01
1.17235211e-01 -6.14230229e-02 -1.20632985e-01 1.20697221e-01
7.52278129e-02 3.62237975e-02]
[ 5.93234637e-02 -1.83037987e-02 8.85550158e-02 9.03375110e-02
4.26249436e-02 -1.75160987e-02 2.17140643e-01 1.20585587e-01
-2.58995133e-02 -5.91213167e-02]
[ 9.27654561e-03 -1.50898956e-01 -2.91631725e-01 -5.14118759e-02
1.48936928e-01 -9.22420638e-02 1.53785401e-01 1.63176414e-01
1.08162650e-01 -2.98600506e-02]
[ 5.11216266e-02 -1.73100815e-02 -1.15239082e-01 4.82654012e-02
-1.11962578e-01 3.20360652e-01 2.61021350e-01 2.04974705e-01
-1.57030849e-01 -5.82773037e-02]
[ -3.90132905e-04 -1.57433481e-02 1.21832917e-01 1.02614970e-01
1.17470703e-02 1.06281062e-01 -1.10293741e-01 -4.20220680e-02
2.10969348e-01 7.65763929e-02]
[ 1.14935306e-01 8.57932713e-02 -4.32262700e-02 -9.14923814e-02
-1.12570596e-01 -3.31932540e-01 1.08278071e-01 9.06574142e-03
1.48309985e-01 9.57138237e-02]
[ -1.01833428e-01 -2.57103200e-02 -1.59563062e-02 2.18310032e-02
6.49188085e-04 -2.03897053e-01 -7.23662448e-02 -2.00654096e-02
1.57807030e-02 1.26365192e-01]
[ -1.55129470e-01 -1.11570048e-01 -2.01462185e-01 -1.49245577e-02
-2.77675051e-01 -1.30852749e-03 3.65888660e-02 -2.47868904e-02
-5.75613323e-03 4.79990473e-02]
[ -3.08750436e-02 -1.12166537e-01 -7.50498075e-02 -1.26811745e-01
5.29276959e-01 2.75777534e-01 5.82414745e-01 1.13031864e-01
-1.81755551e-01 -3.78343626e-01]
[ -2.00133852e-02 -4.18979007e-01 -3.17882982e-02 -7.76176999e-02
6.72942566e-01 1.02046355e-01 5.50775213e-01 9.10402450e-02
2.62443885e-02 -3.90545052e-01]
[ 9.99499101e-03 -4.70036935e-01 -4.38690749e-02 -1.08342426e-01
6.79078070e-01 2.37136280e-02 5.14089864e-01 4.85421503e-02
-3.65088376e-01 -2.20924300e-01]
[ -1.72592641e-01 -6.12686567e-01 -1.00803039e-02 -2.04760245e-01
7.74677065e-01 -9.05062993e-02 6.39230576e-01 -8.30692184e-02
-6.87612832e-02 8.29369149e-02]
[ -2.95543714e-01 -4.27555832e-01 5.56132727e-02 -4.71148345e-02
9.11481476e-01 1.41916481e-01 4.42447994e-01 4.76064456e-02
-8.84919480e-02 -1.35859812e-01]
[ -2.07526614e-01 -3.21382607e-01 2.50901146e-01 -2.44543405e-01
6.69323674e-01 -4.40975599e-02 7.04644008e-01 1.28918152e-02
-2.58476969e-01 -2.91929165e-02]
[ -1.32358071e-01 -2.31878393e-01 -1.81565047e-01 -1.03211515e-01
4.93845631e-01 -2.29616825e-01 1.86591043e-01 1.68709059e-01
-1.06989697e-02 -1.20547236e-01]
[ 1.00743284e-01 2.30895712e-01 1.59502773e-01 -1.06257734e-01
-4.74312245e-02 5.43236658e-02 -1.33857875e-01 2.81681025e-01
6.38273382e-02 1.65734852e-01]
[ 3.57082235e-01 3.47136672e-01 -7.94997763e-02 3.22768864e-01
-9.05201123e-01 -2.90475636e-01 -4.98704590e-01 1.78155969e-01
3.92364241e-01 -1.92050645e-02]
[ 4.62498902e-02 1.29401187e-01 2.52808348e-01 2.47521355e-01
-5.52891361e-02 -1.95747562e-01 -1.74507302e-01 -1.33102441e-01
-1.40488229e-01 -2.90947058e-01]
[ 1.87157658e-02 -7.92294942e-02 -1.20560153e-01 -6.09510465e-02
2.46343917e-01 4.20743213e-02 6.12662336e-03 -1.85293101e-01
2.82583458e-02 2.00620243e-01]
[ 8.66985180e-04 -5.34907293e-02 -6.72987404e-02 -5.23046613e-02
-2.29011979e-02 -1.77328519e-01 8.58671909e-02 9.85094751e-03
3.62276421e-02 3.47108610e-03]
[ 3.02513033e-02 8.06864402e-02 2.44354436e-01 7.48419283e-02
-2.33177881e-01 -1.35736072e-01 1.02352121e-01 3.95963980e-02
-1.85115264e-01 1.07413454e-01]
[ 7.56792946e-02 4.48982642e-02 1.08790260e-01 1.17517509e-02
-2.52291257e-01 6.70606055e-02 5.08660520e-02 -2.70589353e-01
-1.41830559e-02 -8.41782241e-02]
[ -1.38587153e-02 9.09909246e-02 8.31207189e-02 -3.55615717e-02
-3.58783087e-02 1.81776662e-01 1.00383318e-01 1.17889965e-01
-2.59571483e-02 1.66630840e-01]
[ 2.26413168e-01 8.73577274e-02 3.08563775e-02 8.86149728e-02
9.81230292e-03 -2.58032658e-02 -1.83666012e-01 1.49018602e-01
-4.85007138e-02 -1.26837249e-02]
[ 4.60029188e-02 9.20446176e-03 1.82548320e-02 4.55557999e-02
-4.28348271e-01 -1.24207851e-01 -2.15817468e-01 4.14198841e-02
1.22245210e-01 1.96800535e-01]
[ 5.59738380e-02 5.19269287e-01 1.26785169e-01 4.31670907e-01
-1.18539213e+00 -3.06570098e-01 -6.04380396e-01 -7.12152143e-02
2.97992647e-01 3.41960573e-01]
[ 1.82587757e-01 5.08310176e-01 6.82221518e-02 4.33106472e-01
-9.57981985e-01 -8.53713072e-02 -4.50332346e-01 1.51539546e-01
2.15716824e-01 4.87016567e-01]
[ 2.58912697e-01 3.26756606e-01 2.48802766e-01 1.56123575e-01
-4.65025916e-01 7.80311107e-02 -2.34352696e-01 1.63171293e-01
2.45837518e-01 8.61758867e-02]
[ -7.48948331e-02 2.21491163e-01 2.40906242e-01 1.50589344e-02
-3.81306173e-02 1.31140073e-01 -1.00706598e-01 -1.53371798e-02
-3.39762812e-02 4.86968846e-02]
[ -9.79154382e-02 1.61261869e-03 2.51357271e-02 9.48967317e-02
-5.98286601e-02 1.15370915e-01 2.45644816e-01 2.01920254e-02
-2.73610434e-01 -9.18090461e-02]
[ -2.24958758e-01 -3.99371907e-02 -9.51333471e-02 -3.49616205e-01
1.98036632e-01 1.20940998e-01 1.16802520e-01 1.02948530e-01
-2.11326990e-01 2.72104365e-02]
[ 8.34071065e-03 -4.02102974e-01 -1.28328775e-01 -1.64024618e-01
3.79268676e-01 2.64720539e-02 1.92887006e-01 1.52226327e-01
-1.67410170e-01 -2.24879615e-01]
[ 1.24941770e-01 -2.10994395e-01 -1.49985877e-01 -6.82446246e-03
6.49421591e-03 -5.26152809e-02 6.83794655e-02 -1.52107425e-01
1.25126831e-01 -1.39549046e-01]
[ -1.15024155e-01 6.89415105e-02 2.64651483e-01 -4.20627912e-03
1.52488987e-01 8.01549712e-02 4.31872438e-02 -2.97214600e-01
-1.09955233e-01 -5.60408267e-02]
[ -3.51591006e-01 1.26764910e-02 1.29521095e-02 -3.14925120e-02
1.70176211e-01 -1.72744474e-01 2.05346730e-02 2.33916407e-01
-8.96148118e-02 6.98305648e-02]
[ 1.42546995e-01 1.17327457e-02 -2.35449016e-01 -8.61601840e-02
1.24616601e-01 -2.97182224e-01 7.84607041e-02 -1.67816769e-01
-1.91408520e-03 -1.91571692e-01]
[ 2.13441114e-01 -1.85295802e-01 6.48794307e-02 -2.04321388e-02
9.01121271e-02 -3.67762080e-02 3.69127671e-02 -1.36651332e-01
1.15568816e-01 -1.76901292e-01]
[ -1.08501449e-01 -8.56411179e-02 1.20143894e-01 1.05083462e-01
5.12127884e-02 -1.12598125e-01 2.68010802e-01 -7.84298544e-02
1.80059309e-01 -8.41753156e-03]
[ -1.36796710e-02 -1.99837129e-01 1.95492807e-01 -2.61962773e-01
-8.64989114e-02 1.20344814e-01 8.71721588e-02 -1.18458318e-01
1.33755668e-02 2.10254791e-01]]
[[ 0.64233123]
[ 1.6801106 ]
[ 0.26251397]
[ 0.89724356]
[-2.72091655]
[-0.25564871]
[-1.6759541 ]
[ 0.0792922 ]
[ 0.71272102]
[ 0.89921826]]
Progress: 37.8% ... Training loss: 0.274 ... Validation loss: 0.441[[ 1.59877425e-01 2.21868713e-01 -1.06233021e-01 1.05550250e-01
-5.18780451e-01 -7.04104908e-02 -6.16069372e-02 1.21254007e-01
-6.09592162e-02 1.86564378e-01]
[ 1.38261223e-02 1.49582232e-01 -1.94811070e-02 4.54753433e-02
8.64699470e-02 -6.55096180e-03 3.16085162e-01 4.11698244e-02
1.41278937e-01 -2.83214926e-02]
[ 1.86660168e-01 7.29393422e-01 9.61953851e-03 -4.78499376e-02
5.74864319e-01 -2.09465440e-02 -8.16057543e-01 -4.12050305e-02
4.99525309e-02 2.76662960e-01]
[ 2.72830695e-02 -3.49689884e-01 -2.06126603e-01 1.39171997e-01
-6.49563226e-03 1.38193094e-01 1.76696462e-01 6.17094520e-02
9.79762634e-02 2.51715380e-01]
[ -2.03194765e-02 9.92280354e-02 -1.49332095e-01 3.90245411e-02
-1.99728102e-02 -1.79753750e-01 6.46838669e-02 -1.18452017e-01
-1.94795959e-01 -4.36034214e-02]
[ -3.80892721e-01 -6.22401863e-01 -2.95182804e-01 1.67463640e-01
-5.79705857e-02 3.85492574e-02 3.15020667e-01 -3.73676578e-02
-1.48976998e-02 -1.09752742e-02]
[ -6.10133466e-03 -2.21457175e-01 8.98603895e-03 8.86268038e-02
4.19594123e-03 -7.04938830e-02 1.81159938e-01 -1.90925066e-01
1.94190532e-01 3.16406631e-02]
[ 1.02599206e-01 -2.70193847e-01 3.04401500e-02 -8.32584318e-02
8.04369253e-02 -4.51668181e-02 9.70619599e-02 1.18085525e-01
7.05296059e-02 -3.49776771e-02]
[ -1.72536565e-01 -1.39051500e-01 -3.02360757e-01 -1.79807418e-02
-2.20922811e-02 6.81450549e-02 -1.44704077e-01 -2.90051658e-02
2.65079947e-01 -1.29799677e-01]
[ 4.25514588e-02 -4.12516761e-01 8.36903633e-02 1.27729647e-02
-6.59830115e-02 -1.14108200e-01 2.11202231e-01 -1.06305194e-01
9.38191672e-03 8.59440366e-02]
[ -8.29748773e-02 -6.80278012e-02 2.05678520e-03 -1.39437886e-01
-3.94612686e-02 1.63046684e-02 1.93176669e-01 -1.02564095e-01
-9.13685009e-03 -1.21572279e-01]
[ -1.21885190e-01 -1.75232733e-01 -7.07693436e-02 -3.26266548e-04
3.74230856e-01 1.01292585e-01 1.29356246e-01 -1.62682116e-02
-1.70799827e-01 -2.15079877e-01]
[ -1.57779482e-01 3.28832938e-03 6.15287325e-02 2.06088786e-02
-1.70445204e-01 -2.19348448e-01 -1.76275380e-01 -1.97126939e-01
8.58777646e-02 1.72732509e-01]
[ -2.70232585e-01 -3.28875065e-01 1.00127877e-01 2.29401076e-01
-1.10311652e-01 -6.91962218e-02 7.24577455e-02 -2.59354181e-01
-2.58676651e-01 -7.00265188e-02]
[ 1.05443073e-01 -1.80003141e-01 -2.08959353e-02 1.22227556e-01
-5.34204556e-02 -8.92017570e-02 2.31462616e-01 3.34024914e-03
2.98301307e-02 8.15074252e-03]
[ 4.20270647e-02 -8.78742386e-02 -2.08548768e-01 1.58659182e-01
-7.17132664e-02 8.12442768e-02 -5.05926267e-02 -1.93373850e-02
-8.36179868e-02 2.26258625e-03]
[ -1.20329921e-01 -7.78664834e-02 -2.01868874e-01 1.58007189e-01
6.29744430e-03 1.33912316e-01 1.02716997e-02 -2.50349339e-01
7.18817982e-02 -1.96186643e-01]
[ -6.87221682e-02 -4.44468566e-02 2.75371805e-01 9.95597387e-02
1.19917834e-01 -6.12250935e-02 -1.19147264e-01 1.20633456e-01
7.46440960e-02 3.55770606e-02]
[ 5.82310887e-02 -2.10120143e-02 8.80646515e-02 8.85606742e-02
4.75218691e-02 -1.70177762e-02 2.19630608e-01 1.20426485e-01
-2.72978940e-02 -6.08392737e-02]
[ 8.11156918e-03 -1.53472412e-01 -2.92144544e-01 -5.31679129e-02
1.53256042e-01 -9.17889410e-02 1.56314374e-01 1.63021071e-01
1.06801500e-01 -3.16040105e-02]
[ 5.13408706e-02 -1.66387378e-02 -1.15112504e-01 4.86944244e-02
-1.13251935e-01 3.20242775e-01 2.60411191e-01 2.05007588e-01
-1.56713925e-01 -5.79479424e-02]
[ -3.87514960e-04 -1.57943165e-02 1.21832912e-01 1.02625584e-01
1.16178509e-02 1.06281531e-01 -1.10258711e-01 -4.20220592e-02
2.11021373e-01 7.65804896e-02]
[ 1.14572469e-01 8.47890885e-02 -4.33721893e-02 -9.19813454e-02
-1.10983647e-01 -3.31795570e-01 1.09244205e-01 9.02074298e-03
1.47921721e-01 9.51654197e-02]
[ -1.02261755e-01 -2.67092164e-02 -1.61249429e-02 2.12298795e-02
2.41111476e-03 -2.03733164e-01 -7.12215395e-02 -2.01188382e-02
1.53366409e-02 1.25780866e-01]
[ -1.54776922e-01 -1.11390560e-01 -2.01341295e-01 -1.43894735e-02
-2.79591469e-01 -1.47691696e-03 3.60530214e-02 -2.47347192e-02
-5.30485324e-03 4.86043667e-02]
[ -3.10625637e-02 -1.12671163e-01 -7.51294863e-02 -1.27080278e-01
5.30047566e-01 2.75854959e-01 5.82894076e-01 1.13008297e-01
-1.81944531e-01 -3.78617976e-01]
[ -2.00850154e-02 -4.19104676e-01 -3.18169734e-02 -7.77085671e-02
6.73245017e-01 1.02074731e-01 5.50890995e-01 9.10317787e-02
2.61697741e-02 -3.90647173e-01]
[ 1.00122621e-02 -4.70159983e-01 -4.38481569e-02 -1.08272824e-01
6.78870331e-01 2.36928892e-02 5.14179674e-01 4.85492905e-02
-3.65051857e-01 -2.20850319e-01]
[ -1.72473167e-01 -6.12696079e-01 -1.00323365e-02 -2.04582081e-01
7.74107799e-01 -9.05558629e-02 6.39186874e-01 -8.30545663e-02
-6.86202120e-02 8.31125931e-02]
[ -2.95646873e-01 -4.28137725e-01 5.55994882e-02 -4.71170622e-02
9.11346477e-01 1.41914196e-01 4.43000603e-01 4.76067436e-02
-8.84930504e-02 -1.35879252e-01]
[ -2.07259031e-01 -3.20894331e-01 2.51020220e-01 -2.44133795e-01
6.68433380e-01 -4.42144463e-02 7.04115370e-01 1.29276474e-02
-2.58154410e-01 -2.87933892e-02]
[ -1.32563587e-01 -2.32783375e-01 -1.81629126e-01 -1.03403174e-01
4.94168639e-01 -2.29564645e-01 1.87437653e-01 1.68689750e-01
-1.08246412e-02 -1.20731522e-01]
[ 1.01320059e-01 2.32625280e-01 1.59765563e-01 -1.05342450e-01
-5.01569529e-02 5.40696522e-02 -1.35416782e-01 2.81757949e-01
6.45366533e-02 1.66602824e-01]
[ 3.57396493e-01 3.47504980e-01 -7.94035602e-02 3.23183923e-01
-9.06307373e-01 -2.90606542e-01 -4.99440157e-01 1.78194875e-01
3.92682431e-01 -1.87523240e-02]
[ 4.60850039e-02 1.28850517e-01 2.52731103e-01 2.47230642e-01
-5.42135552e-02 -1.95671320e-01 -1.74065600e-01 -1.33126842e-01
-1.40705237e-01 -2.91245298e-01]
[ 1.83651176e-02 -8.00767712e-02 -1.20721959e-01 -6.15275454e-02
2.47786140e-01 4.22318541e-02 6.88195076e-03 -1.85345107e-01
2.78221135e-02 2.00056218e-01]
[ 2.34265406e-04 -5.46967513e-02 -6.75657789e-02 -5.31950588e-02
-2.04984700e-02 -1.77086995e-01 8.72714469e-02 9.76274057e-03
3.55560848e-02 2.56611715e-03]
[ 2.99743746e-02 8.01695210e-02 2.44245653e-01 7.44516658e-02
-2.31801782e-01 -1.35645972e-01 1.03005489e-01 3.95626484e-02
-1.85428721e-01 1.07050314e-01]
[ 7.54844761e-02 4.45789707e-02 1.08691796e-01 1.13078960e-02
-2.51213402e-01 6.71807619e-02 5.09452372e-02 -2.70629464e-01
-1.45131669e-02 -8.45933713e-02]
[ -1.45823394e-02 8.92501304e-02 8.28275947e-02 -3.65665062e-02
-3.29065829e-02 1.82066479e-01 1.02229773e-01 1.17803026e-01
-2.67717430e-02 1.65668836e-01]
[ 2.26245169e-01 8.68366121e-02 3.07982330e-02 8.84187920e-02
1.02686036e-02 -2.57496577e-02 -1.83262315e-01 1.49002809e-01
-4.86504269e-02 -1.28801488e-02]
[ 4.57052034e-02 8.57974381e-03 1.81295637e-02 4.51087131e-02
-4.27074930e-01 -1.24083213e-01 -2.15033906e-01 4.13818477e-02
1.21908801e-01 1.96364358e-01]
[ 5.57564058e-02 5.18617978e-01 1.26676784e-01 4.31374549e-01
-1.18469753e+00 -3.06496803e-01 -6.03760702e-01 -7.12394682e-02
2.97760741e-01 3.41654453e-01]
[ 1.82381757e-01 5.07784957e-01 6.81566142e-02 4.32882406e-01
-9.58363455e-01 -8.53168931e-02 -4.49812909e-01 1.51515085e-01
2.15538605e-01 4.86679538e-01]
[ 2.59079774e-01 3.27093777e-01 2.48867172e-01 1.56330874e-01
-4.65366666e-01 7.79617833e-02 -2.34687603e-01 1.63191478e-01
2.45999510e-01 8.64184721e-02]
[ -7.48657272e-02 2.21537133e-01 2.40918261e-01 1.50958193e-02
-3.82387584e-02 1.31128747e-01 -1.00771195e-01 -1.53335283e-02
-3.39446921e-02 4.87344253e-02]
[ -9.77965767e-02 1.91520790e-03 2.51840369e-02 9.50662186e-02
-6.02937998e-02 1.15311960e-01 2.45297919e-01 2.02086165e-02
-2.73458366e-01 -9.16504340e-02]
[ -2.25199031e-01 -4.05472782e-02 -9.52342713e-02 -3.49953990e-01
1.99062037e-01 1.21041000e-01 1.17399277e-01 1.02917975e-01
-2.11600041e-01 2.68878394e-02]
[ 8.29077163e-03 -4.02249799e-01 -1.28350470e-01 -1.64100375e-01
3.79509169e-01 2.64896859e-02 1.93026725e-01 1.52219696e-01
-1.67469559e-01 -2.24955751e-01]
[ 1.23713598e-01 -2.14062168e-01 -1.50480836e-01 -8.49459287e-03
1.05615852e-02 -5.21540048e-02 7.12870069e-02 -1.52268510e-01
1.23857051e-01 -1.41268021e-01]
[ -1.15143711e-01 6.88575910e-02 2.64598404e-01 -4.38309361e-03
1.52876842e-01 8.01796783e-02 4.32023507e-02 -2.97227959e-01
-1.10094001e-01 -5.62356496e-02]
[ -3.52265230e-01 1.05153542e-02 1.27082976e-02 -3.22780226e-02
1.73287202e-01 -1.72542247e-01 2.28466012e-02 2.33854319e-01
-9.02725894e-02 6.91101851e-02]
[ 1.42763742e-01 1.21048911e-02 -2.35372526e-01 -8.58480095e-02
1.23969606e-01 -2.97304212e-01 7.77997172e-02 -1.67791467e-01
-1.68737299e-03 -1.91244869e-01]
[ 2.12276174e-01 -1.88325279e-01 6.43511244e-02 -2.23578889e-02
9.51160979e-02 -3.62279883e-02 3.97241208e-02 -1.36821290e-01
1.14084560e-01 -1.78774535e-01]
[ -1.08212703e-01 -8.53571051e-02 1.20284896e-01 1.05625238e-01
4.98647788e-02 -1.12757939e-01 2.67639658e-01 -7.83772354e-02
1.80559761e-01 -7.85807203e-03]
[ -1.34786756e-02 -1.99389080e-01 1.95594535e-01 -2.61584308e-01
-8.85714530e-02 1.20233128e-01 8.68724452e-02 -1.18432060e-01
1.36702725e-02 2.10522362e-01]]
[[ 0.63118682]
[ 1.66688554]
[ 0.25407402]
[ 0.89062311]
[-2.73225655]
[-0.26065656]
[-1.6769621 ]
[ 0.07163615]
[ 0.70381029]
[ 0.88937333]]
Progress: 37.8% ... Training loss: 0.275 ... Validation loss: 0.445[[ 1.62867978e-01 2.28923660e-01 -1.04968485e-01 1.09735521e-01
-5.30043903e-01 -7.16354131e-02 -6.82407574e-02 1.21602481e-01
-5.76501215e-02 1.90664049e-01]
[ 1.40646301e-02 1.50198701e-01 -1.93858024e-02 4.58124487e-02
8.54894700e-02 -6.64911823e-03 3.15477638e-01 4.11951713e-02
1.41522726e-01 -2.79983644e-02]
[ 1.90035769e-01 7.37842878e-01 1.11214935e-02 -4.29225392e-02
5.60975866e-01 -2.23798111e-02 -8.24423211e-01 -4.08103092e-02
5.38325838e-02 2.81333910e-01]
[ 2.67383711e-02 -3.51697678e-01 -2.06464044e-01 1.38023087e-01
-3.39554907e-04 1.38650888e-01 1.78836937e-01 6.15948392e-02
9.70125413e-02 2.50460017e-01]
[ -2.08045097e-02 9.79831429e-02 -1.49410699e-01 3.89539328e-02
-2.09383258e-02 -1.79716111e-01 6.64630308e-02 -1.18460518e-01
-1.94762074e-01 -4.38859355e-02]
[ -3.80667346e-01 -6.22281125e-01 -2.95079736e-01 1.67837634e-01
-5.97043403e-02 3.83913090e-02 3.14743997e-01 -3.73206393e-02
-1.45780777e-02 -1.04501750e-02]
[ -4.71675777e-03 -2.18303725e-01 9.59935742e-03 9.07436378e-02
-2.88297720e-03 -7.11092026e-02 1.77748817e-01 -1.90763750e-01
1.95904105e-01 3.37100809e-02]
[ 1.03974426e-01 -2.67355625e-01 3.10545195e-02 -8.11875610e-02
7.42192280e-02 -4.57455331e-02 9.48204385e-02 1.18255806e-01
7.21210804e-02 -3.31246706e-02]
[ -1.70501120e-01 -1.34570424e-01 -3.01544012e-01 -1.51943998e-02
-3.00140238e-02 6.73375241e-02 -1.49404635e-01 -2.87794402e-02
2.67148272e-01 -1.26965621e-01]
[ 4.66686683e-02 -4.02719105e-01 8.54579788e-02 1.87558830e-02
-8.44646848e-02 -1.15847108e-01 2.01631510e-01 -1.05810931e-01
1.40299170e-02 9.19028274e-02]
[ -8.25843818e-02 -6.79954718e-02 2.26531381e-03 -1.38689567e-01
-4.27934587e-02 1.60397972e-02 1.93048956e-01 -1.02503599e-01
-8.64266612e-03 -1.20870814e-01]
[ -1.21372279e-01 -1.74469232e-01 -7.05979867e-02 2.90536316e-04
3.73092607e-01 1.01136850e-01 1.28424808e-01 -1.62186297e-02
-1.70249016e-01 -2.14458553e-01]
[ -1.57779482e-01 3.28832938e-03 6.15287325e-02 2.06088786e-02
-1.70445204e-01 -2.19348448e-01 -1.76275380e-01 -1.97126939e-01
8.58777646e-02 1.72732509e-01]
[ -2.70345524e-01 -3.28895676e-01 1.00097755e-01 2.29320272e-01
-1.10252157e-01 -6.91666049e-02 7.25738946e-02 -2.59362047e-01
-2.58773478e-01 -7.01593580e-02]
[ 1.06141041e-01 -1.78508390e-01 -2.06181606e-02 1.23193864e-01
-5.56120496e-02 -8.94804121e-02 2.29879153e-01 3.42557436e-03
3.06258684e-02 9.17346039e-03]
[ 4.14975818e-02 -8.97034292e-02 -2.08760541e-01 1.57897443e-01
-7.07144370e-02 8.14079412e-02 -4.88608331e-02 -1.93878032e-02
-8.41940458e-02 1.64920028e-03]
[ -1.19587591e-01 -7.61857754e-02 -2.01572809e-01 1.59034209e-01
3.20239014e-03 1.33614097e-01 8.40520081e-03 -2.50271619e-01
7.27011318e-02 -1.95201927e-01]
[ -6.91700848e-02 -4.51658127e-02 2.75229904e-01 9.90216352e-02
1.20936008e-01 -6.10784491e-02 -1.18381682e-01 1.20587582e-01
7.42457259e-02 3.50888892e-02]
[ 5.89574309e-02 -1.96615418e-02 8.83630443e-02 8.96246332e-02
4.43966938e-02 -1.73189176e-02 2.18209336e-01 1.20513305e-01
-2.64420746e-02 -5.96936359e-02]
[ 9.27672181e-03 -1.50453400e-01 -2.91652355e-01 -5.14531286e-02
1.48296242e-01 -9.22710282e-02 1.53461191e-01 1.63157366e-01
1.08038970e-01 -2.99031874e-02]
[ 5.13494672e-02 -1.71836642e-02 -1.15075755e-01 4.87974697e-02
-1.13689152e-01 3.20221200e-01 2.60813133e-01 2.05018725e-01
-1.56616902e-01 -5.79252728e-02]
[ 4.68650748e-04 -1.35194344e-02 1.22199416e-01 1.03805560e-01
8.15419420e-03 1.05916888e-01 -1.11849691e-01 -4.19217391e-02
2.11929329e-01 7.75314504e-02]
[ 1.16253206e-01 8.88447908e-02 -4.27036912e-02 -8.96783720e-02
-1.17421384e-01 -3.32456491e-01 1.05070350e-01 9.20470016e-03
1.49716498e-01 9.75103744e-02]
[ -1.02062191e-01 -2.67406537e-02 -1.60460009e-02 2.15364934e-02
1.45932522e-03 -2.03806454e-01 -7.14432735e-02 -2.00968059e-02
1.55487903e-02 1.26060403e-01]
[ -1.54742824e-01 -1.11527480e-01 -2.01325113e-01 -1.43254674e-02
-2.79958055e-01 -1.49582353e-03 3.61186711e-02 -2.47298270e-02
-5.26086827e-03 4.86683260e-02]
[ -3.13023695e-02 -1.13288589e-01 -7.52347058e-02 -1.27450636e-01
5.31127138e-01 2.75949870e-01 5.83560514e-01 1.12979601e-01
-1.82233147e-01 -3.78989439e-01]
[ -1.99234727e-02 -4.18803548e-01 -3.17408863e-02 -7.74326351e-02
6.72576449e-01 1.02003801e-01 5.50571416e-01 9.10517730e-02
2.63704166e-02 -3.90422578e-01]
[ 1.02068698e-02 -4.70024012e-01 -4.37710676e-02 -1.07981707e-01
6.77981742e-01 2.36106965e-02 5.13937441e-01 4.85726651e-02
-3.64830220e-01 -2.20562678e-01]
[ -1.72809096e-01 -6.13569189e-01 -1.01670259e-02 -2.05059944e-01
7.75354028e-01 -9.04228216e-02 6.40062185e-01 -8.30935012e-02
-6.89733733e-02 8.26967272e-02]
[ -2.95698270e-01 -4.28535233e-01 5.56092102e-02 -4.70932735e-02
9.11026449e-01 1.41916722e-01 4.43456024e-01 4.76096418e-02
-8.84951467e-02 -1.35890240e-01]
[ -2.07089459e-01 -3.20927251e-01 2.51093218e-01 -2.43878817e-01
6.67633002e-01 -4.42828915e-02 7.04179985e-01 1.29475763e-02
-2.57949839e-01 -2.85278865e-02]
[ -1.32689632e-01 -2.32904143e-01 -1.81688567e-01 -1.03578230e-01
4.94497673e-01 -2.29508805e-01 1.87684832e-01 1.68676470e-01
-1.09464407e-02 -1.20907719e-01]
[ 1.01283970e-01 2.32312401e-01 1.59721922e-01 -1.05498552e-01
-4.98491007e-02 5.41150238e-02 -1.34988810e-01 2.81744930e-01
6.43982946e-02 1.66491032e-01]
[ 3.58741148e-01 3.50652921e-01 -7.88675045e-02 3.25019925e-01
-9.10914231e-01 -2.91174080e-01 -5.02627074e-01 1.78351162e-01
3.93977185e-01 -1.68393551e-02]
[ 4.65791806e-02 1.30125437e-01 2.52924070e-01 2.47876561e-01
-5.61517506e-02 -1.95864872e-01 -1.75400653e-01 -1.33075482e-01
-1.40155252e-01 -2.90591667e-01]
[ 1.86565380e-02 -7.91673549e-02 -1.20613354e-01 -6.11398330e-02
2.46225699e-01 4.21282739e-02 5.99474460e-03 -1.85317952e-01
2.81007087e-02 2.00443174e-01]
[ -3.35456044e-04 -5.60926991e-02 -6.77867726e-02 -5.40494198e-02
-1.80842698e-02 -1.76866142e-01 8.87005010e-02 9.69735900e-03
3.48992481e-02 1.73588320e-03]
[ 2.96002529e-02 7.93649093e-02 2.44095037e-01 7.39363039e-02
-2.30284730e-01 -1.35492416e-01 1.03870546e-01 3.95198909e-02
-1.85847711e-01 1.06534520e-01]
[ 7.57085050e-02 4.48927616e-02 1.08779345e-01 1.16519428e-02
-2.52411985e-01 6.70867933e-02 5.04752039e-02 -2.70606046e-01
-1.42355790e-02 -8.42483783e-02]
[ -1.39583351e-02 9.07421468e-02 8.30709279e-02 -3.57026978e-02
-3.57164158e-02 1.81816675e-01 1.00652801e-01 1.17871823e-01
-2.61040350e-02 1.66433138e-01]
[ 2.27357175e-01 8.97132721e-02 3.12666664e-02 9.00192568e-02
5.65618890e-03 -2.62145568e-02 -1.86215176e-01 1.49131738e-01
-4.73794271e-02 -1.12601149e-02]
[ 4.56491961e-02 8.58693556e-03 1.81288493e-02 4.50658906e-02
-4.27150652e-01 -1.24071144e-01 -2.15086178e-01 4.13786119e-02
1.21880710e-01 1.96346167e-01]
[ 5.61558853e-02 5.19248010e-01 1.26885169e-01 4.32069951e-01
-1.18669861e+00 -3.06693296e-01 -6.03894746e-01 -7.11742970e-02
2.98355771e-01 3.42396226e-01]
[ 1.83250882e-01 5.09615535e-01 6.85431744e-02 4.34211131e-01
-9.62288596e-01 -8.56994951e-02 -4.51857983e-01 1.51626062e-01
2.16595851e-01 4.87919879e-01]
[ 2.58861545e-01 3.26777592e-01 2.48780264e-01 1.56032820e-01
-4.64851867e-01 7.80513230e-02 -2.34299238e-01 1.63167085e-01
2.45754912e-01 8.61464970e-02]
[ -7.47043724e-02 2.21935812e-01 2.40983412e-01 1.53294884e-02
-3.89312582e-02 1.31062199e-01 -1.01169466e-01 -1.53148378e-02
-3.37677187e-02 4.89592326e-02]
[ -9.73604483e-02 2.94601082e-03 2.53646530e-02 9.56968688e-02
-6.21750231e-02 1.15134982e-01 2.44134567e-01 2.02573271e-02
-2.72957696e-01 -9.10713968e-02]
[ -2.24919174e-01 -3.97918664e-02 -9.51265831e-02 -3.49592634e-01
1.98069970e-01 1.20927048e-01 1.16654660e-01 1.02948878e-01
-2.11302650e-01 2.72713344e-02]
[ 8.55677517e-03 -4.01889498e-01 -1.28221989e-01 -1.63635926e-01
3.78119938e-01 2.63539472e-02 1.92485924e-01 1.52257138e-01
-1.67117805e-01 -2.24581747e-01]
[ 1.24845913e-01 -2.11120211e-01 -1.50018030e-01 -6.79888399e-03
5.03182738e-03 -5.26138133e-02 6.86843156e-02 -1.52134272e-01
1.25253443e-01 -1.39524256e-01]
[ -1.14297566e-01 7.04503993e-02 2.64944506e-01 -3.18093911e-03
1.49862989e-01 7.98352582e-02 4.13426255e-02 -2.97131807e-01
-1.09173320e-01 -5.50512799e-02]
[ -3.52636823e-01 9.41762038e-03 1.26075325e-02 -3.26454349e-02
1.73834874e-01 -1.72424217e-01 2.39188855e-02 2.33815577e-01
-9.06296398e-02 6.86427266e-02]
[ 1.43996898e-01 1.47041962e-02 -2.34881918e-01 -8.41251090e-02
1.19297473e-01 -2.97787059e-01 7.50770883e-02 -1.67647848e-01
-2.56530960e-04 -1.89529193e-01]
[ 2.12007720e-01 -1.89255330e-01 6.42701784e-02 -2.27365052e-02
9.50859504e-02 -3.61841900e-02 4.08530261e-02 -1.36838050e-01
1.13809564e-01 -1.79131351e-01]
[ -1.06353159e-01 -8.09292618e-02 1.21073964e-01 1.08238913e-01
4.25491768e-02 -1.13556027e-01 2.63173599e-01 -7.81580849e-02
1.82464595e-01 -5.24235427e-03]
[ -1.28891748e-02 -1.98329722e-01 1.95835165e-01 -2.60724679e-01
-9.15097431e-02 1.19996951e-01 8.56924890e-02 -1.18365374e-01
1.43425650e-02 2.11368689e-01]]
[[ 0.65180774]
[ 1.6863527 ]
[ 0.27043781]
[ 0.90979232]
[-2.71768852]
[-0.24693659]
[-1.66301275]
[ 0.08749655]
[ 0.72480358]
[ 0.90881557]]
Progress: 37.9% ... Training loss: 0.281 ... Validation loss: 0.454[[ 1.62010014e-01 2.28692378e-01 -1.05182652e-01 1.08807665e-01
-5.28082071e-01 -7.13817831e-02 -6.73614513e-02 1.21512085e-01
-5.85406005e-02 1.89685192e-01]
[ 1.46026037e-02 1.51468415e-01 -1.91572026e-02 4.65843871e-02
8.32092288e-02 -6.86365524e-03 3.13946782e-01 4.12684798e-02
1.42135035e-01 -2.73152697e-02]
[ 1.92320241e-01 7.40907649e-01 1.21517778e-02 -3.96551783e-02
5.53396424e-01 -2.33105670e-02 -8.26808155e-01 -4.04949774e-02
5.63154021e-02 2.84521673e-01]
[ 2.35375263e-02 -3.59052849e-01 -2.07781442e-01 1.33511686e-01
1.16244758e-02 1.39959224e-01 1.86061227e-01 6.11319743e-02
9.33548136e-02 2.45587535e-01]
[ -2.29376600e-02 9.27681485e-02 -1.50349421e-01 3.58003404e-02
-1.39623826e-02 -1.78876833e-01 6.96211480e-02 -1.18766345e-01
-1.97119037e-01 -4.71223175e-02]
[ -3.82355744e-01 -6.24481472e-01 -2.95800586e-01 1.65443254e-01
-5.46266676e-02 3.90494807e-02 3.17130444e-01 -3.75548939e-02
-1.65245924e-02 -1.29140472e-02]
[ -5.81234105e-03 -2.21099179e-01 9.16648873e-03 8.92096985e-02
2.01457145e-03 -7.07374568e-02 1.80291564e-01 -1.90902309e-01
1.94616483e-01 3.22392658e-02]
[ 1.02693061e-01 -2.70502393e-01 3.05703433e-02 -8.29088310e-02
7.79594822e-02 -4.52702087e-02 9.82284736e-02 1.18081251e-01
7.07770157e-02 -3.48950261e-02]
[ -1.69811558e-01 -1.32530686e-01 -3.01212389e-01 -1.41397622e-02
-3.25312991e-02 6.70588900e-02 -1.50716161e-01 -2.86740155e-02
2.67853276e-01 -1.26002249e-01]
[ 4.60478971e-02 -4.02061868e-01 8.52838096e-02 1.81146437e-02
-8.35828148e-02 -1.15690364e-01 2.02027827e-01 -1.05875492e-01
1.32969950e-02 9.10979827e-02]
[ -8.51348609e-02 -7.42562951e-02 1.19746199e-03 -1.42392973e-01
-3.34096547e-02 1.70438152e-02 1.99165222e-01 -1.02857410e-01
-1.15620286e-02 -1.24551401e-01]
[ -1.21576814e-01 -1.74968477e-01 -7.06622384e-02 4.02301767e-05
3.74025133e-01 1.01202696e-01 1.28937929e-01 -1.62422006e-02
-1.70469929e-01 -2.14714794e-01]
[ -1.57779482e-01 3.28832938e-03 6.15287325e-02 2.06088786e-02
-1.70445204e-01 -2.19348448e-01 -1.76275380e-01 -1.97126939e-01
8.58777646e-02 1.72732509e-01]
[ -2.70615186e-01 -3.29195450e-01 9.99538601e-02 2.28914144e-01
-1.09299232e-01 -6.90353579e-02 7.30228792e-02 -2.59404143e-01
-2.59147759e-01 -7.06128835e-02]
[ 1.04622865e-01 -1.80663932e-01 -2.12615064e-02 1.21020778e-01
-5.10746404e-02 -8.89134235e-02 2.31992535e-01 3.21774225e-03
2.89410617e-02 7.01054596e-03]
[ 4.17197145e-02 -8.91926220e-02 -2.08641065e-01 1.58260090e-01
-7.16631950e-02 8.13200500e-02 -4.93126535e-02 -1.93549915e-02
-8.39401967e-02 1.97998885e-03]
[ -1.19766503e-01 -7.67434157e-02 -2.01634368e-01 1.58791264e-01
4.27539769e-03 1.33666152e-01 8.75417386e-03 -2.50287499e-01
7.24780824e-02 -1.95355370e-01]
[ -6.96189241e-02 -4.62843600e-02 2.75067689e-01 9.84362562e-02
1.22725561e-01 -6.09400712e-02 -1.17325690e-01 1.20531541e-01
7.37384804e-02 3.44719269e-02]
[ 5.81459044e-02 -2.16958422e-02 8.80173916e-02 8.84290167e-02
4.76752748e-02 -1.69790779e-02 2.20184355e-01 1.20401388e-01
-2.73525491e-02 -6.08698041e-02]
[ 8.88082372e-03 -1.51495266e-01 -2.91832974e-01 -5.20401650e-02
1.49400219e-01 -9.21301221e-02 1.54834784e-01 1.63100761e-01
1.07559026e-01 -3.04597092e-02]
[ 5.04928476e-02 -1.91244936e-02 -1.15385229e-01 4.76757803e-02
-1.10932986e-01 3.20528545e-01 2.62871593e-01 2.04900782e-01
-1.57523352e-01 -5.90578211e-02]
[ 1.30619488e-03 -1.11771165e-02 1.22571665e-01 1.05042280e-01
4.64369931e-03 1.05583534e-01 -1.13805420e-01 -4.18037852e-02
2.12885412e-01 7.86607958e-02]
[ 1.16613768e-01 8.98034777e-02 -4.25231153e-02 -8.91073606e-02
-1.18568860e-01 -3.32606124e-01 1.04291209e-01 9.26202658e-03
1.50079836e-01 9.80149735e-02]
[ -1.02328027e-01 -2.74450637e-02 -1.61542445e-02 2.11581507e-02
2.55078341e-03 -2.03707207e-01 -7.06800960e-02 -2.01309440e-02
1.52515421e-02 1.25684591e-01]
[ -1.54793378e-01 -1.11589213e-01 -2.01348683e-01 -1.44005731e-02
-2.79736204e-01 -1.47434417e-03 3.61934826e-02 -2.47374097e-02
-5.32383690e-03 4.85898168e-02]
[ -3.14739773e-02 -1.13733428e-01 -7.53041168e-02 -1.27690457e-01
5.31745536e-01 2.76013983e-01 5.83951721e-01 1.12958257e-01
-1.82423652e-01 -3.79187124e-01]
[ -1.99817279e-02 -4.19220631e-01 -3.17634977e-02 -7.75132421e-02
6.72632778e-01 1.02024309e-01 5.50935364e-01 9.10438342e-02
2.63069596e-02 -3.90518202e-01]
[ 9.63245344e-03 -4.71726561e-01 -4.40179049e-02 -1.08829570e-01
6.80186840e-01 2.38350868e-02 5.15493339e-01 4.84911349e-02
-3.65474757e-01 -2.21385393e-01]
[ -1.73209691e-01 -6.14579229e-01 -1.03278898e-02 -2.05611359e-01
7.76612752e-01 -9.02724889e-02 6.41060613e-01 -8.31487940e-02
-6.94274386e-02 8.21426814e-02]
[ -2.95793667e-01 -4.28804751e-01 5.55782414e-02 -4.71973285e-02
9.11336879e-01 1.41945942e-01 4.43748503e-01 4.75999860e-02
-8.85565559e-02 -1.35984038e-01]
[ -2.07220922e-01 -3.21227764e-01 2.51036774e-01 -2.44064942e-01
6.68150730e-01 -4.42322532e-02 7.04463951e-01 1.29294290e-02
-2.58101370e-01 -2.87135778e-02]
[ -1.33865515e-01 -2.34964124e-01 -1.82181361e-01 -1.05260664e-01
4.99127538e-01 -2.29064591e-01 1.89855978e-01 1.68516361e-01
-1.22749503e-02 -1.22528202e-01]
[ 1.01905114e-01 2.34702442e-01 1.60020199e-01 -1.04540185e-01
-5.31403355e-02 5.38904087e-02 -1.37209333e-01 2.81833249e-01
6.50898224e-02 1.67357336e-01]
[ 3.58836105e-01 3.50948613e-01 -7.87628364e-02 3.25245587e-01
-9.11247352e-01 -2.91232363e-01 -5.02689722e-01 1.78366102e-01
3.94108127e-01 -1.66331880e-02]
[ 4.60564029e-02 1.28788879e-01 2.52712650e-01 2.47146062e-01
-5.40670362e-02 -1.95672228e-01 -1.74058845e-01 -1.33144306e-01
-1.40736662e-01 -2.91331400e-01]
[ 1.84025574e-02 -7.98357818e-02 -1.20717572e-01 -6.14978781e-02
2.47301375e-01 4.22232846e-02 6.65113457e-03 -1.85351993e-01
2.78267127e-02 2.00113189e-01]
[ -2.36256343e-04 -5.59067131e-02 -6.77410891e-02 -5.39050275e-02
-1.84470697e-02 -1.76907254e-01 8.84301897e-02 9.71098045e-03
3.50043212e-02 1.85563619e-03]
[ 2.95210628e-02 7.90657890e-02 2.44062713e-01 7.38218094e-02
-2.29775603e-01 -1.35467054e-01 1.04229969e-01 3.95099357e-02
-1.85916544e-01 1.06430599e-01]
[ 7.49367143e-02 4.32184365e-02 1.08448081e-01 1.05487171e-02
-2.49493831e-01 6.73720646e-02 5.21023059e-02 -2.70705907e-01
-1.51125226e-02 -8.53346199e-02]
[ -1.36585052e-02 9.13465021e-02 8.31762770e-02 -3.53543204e-02
-3.68661542e-02 1.81702952e-01 9.99221217e-02 1.17908528e-01
-2.58139668e-02 1.66720331e-01]
[ 2.28170154e-01 9.16756312e-02 3.16191663e-02 9.12100714e-02
2.34931223e-03 -2.65366887e-02 -1.87918538e-01 1.49247111e-01
-4.64554293e-02 -1.00644756e-02]
[ 4.57042160e-02 8.68244411e-03 1.81525084e-02 4.51477031e-02
-4.27339309e-01 -1.24101808e-01 -2.15117071e-01 4.13888751e-02
1.21933328e-01 1.96436243e-01]
[ 5.59090831e-02 5.18538893e-01 1.26770873e-01 4.31689894e-01
-1.18603048e+00 -3.06585079e-01 -6.03190942e-01 -7.12118572e-02
2.98046944e-01 3.42048498e-01]
[ 1.83764987e-01 5.11420071e-01 6.87821857e-02 4.35058671e-01
-9.64194721e-01 -8.59155103e-02 -4.53199094e-01 1.51701343e-01
2.17073419e-01 4.88608858e-01]
[ 2.58710145e-01 3.26396246e-01 2.48706092e-01 1.55809807e-01
-4.64350823e-01 7.81195538e-02 -2.34098365e-01 1.63145898e-01
2.45574043e-01 8.59091534e-02]
[ -7.51214503e-02 2.21330700e-01 2.40799080e-01 1.47265102e-02
-3.75791894e-02 1.31229172e-01 -1.00455136e-01 -1.53734385e-02
-3.42611855e-02 4.83425756e-02]
[ -9.76988504e-02 2.36228115e-03 2.52168787e-02 9.51895715e-02
-6.11398338e-02 1.15264632e-01 2.44639478e-01 2.02096797e-02
-2.73306880e-01 -9.15634503e-02]
[ -2.24944624e-01 -3.98487226e-02 -9.51380176e-02 -3.49630507e-01
1.98184615e-01 1.20937308e-01 1.16721219e-01 1.02945205e-01
-2.11332437e-01 2.72376538e-02]
[ 8.09824483e-03 -4.02811692e-01 -1.28406242e-01 -1.64278041e-01
3.80001378e-01 2.65220642e-02 1.93638886e-01 1.52196060e-01
-1.67605466e-01 -2.25220146e-01]
[ 1.23167704e-01 -2.15235382e-01 -1.50712096e-01 -9.27882952e-03
1.18625428e-02 -5.19305552e-02 7.31513341e-02 -1.52375557e-01
1.23321476e-01 -1.41993498e-01]
[ -1.14467547e-01 6.97227588e-02 2.64872354e-01 -3.44450125e-03
1.50368575e-01 7.98860978e-02 4.17240493e-02 -2.97152276e-01
-1.09340121e-01 -5.53487413e-02]
[ -3.53250915e-01 8.08613019e-03 1.23668242e-02 -3.34947686e-02
1.75822680e-01 -1.72203257e-01 2.53243628e-02 2.33727748e-01
-9.13058847e-02 6.77645758e-02]
[ 1.43525590e-01 1.36803518e-02 -2.35059498e-01 -8.47161548e-02
1.20374805e-01 -2.97626637e-01 7.59665396e-02 -1.67705748e-01
-8.21391944e-04 -1.90167803e-01]
[ 2.12758849e-01 -1.86968916e-01 6.46789559e-02 -2.14647608e-02
9.24968818e-02 -3.65485500e-02 3.90426582e-02 -1.36711713e-01
1.14657470e-01 -1.77908580e-01]
[ -1.06783917e-01 -8.14729632e-02 1.20883458e-01 1.07728944e-01
4.35423015e-02 -1.13382613e-01 2.63899491e-01 -7.82150291e-02
1.81936215e-01 -5.85551445e-03]
[ -1.36517386e-02 -1.98977119e-01 1.95495126e-01 -2.61897517e-01
-8.91170385e-02 1.20299023e-01 8.66592974e-02 -1.18469229e-01
1.34897160e-02 2.10300870e-01]]
[[ 0.64401664]
[ 1.68527739]
[ 0.26257521]
[ 0.8987712 ]
[-2.72837126]
[-0.25665808]
[-1.68273118]
[ 0.07825001]
[ 0.71618794]
[ 0.90012135]]
Progress: 37.9% ... Training loss: 0.274 ... Validation loss: 0.440[[ 1.62599034e-01 2.30595615e-01 -1.04878920e-01 1.09671151e-01
-5.30942096e-01 -7.15778117e-02 -6.90064748e-02 1.21573059e-01
-5.78428243e-02 1.90382135e-01]
[ 1.44006634e-02 1.50911342e-01 -1.92454484e-02 4.62836929e-02
8.39598912e-02 -6.77808156e-03 3.14359378e-01 4.12436686e-02
1.41896294e-01 -2.76016919e-02]
[ 1.94680942e-01 7.46183137e-01 1.31769759e-02 -3.64141191e-02
5.45349236e-01 -2.41876180e-02 -8.32262101e-01 -4.02040975e-02
5.89820603e-02 2.87586042e-01]
[ 2.44825657e-02 -3.56474679e-01 -2.07349206e-01 1.35104454e-01
7.89980759e-03 1.39492085e-01 1.83464088e-01 6.12566054e-02
9.46641098e-02 2.47173972e-01]
[ -1.81760598e-02 1.04854064e-01 -1.48485328e-01 4.26079384e-02
-3.15069534e-02 -1.80857355e-01 5.77311207e-02 -1.18155056e-01
-1.91931996e-01 -4.03904171e-02]
[ -3.82985594e-01 -6.25317312e-01 -2.96055580e-01 1.64621681e-01
-5.30626415e-02 3.92932944e-02 3.18189586e-01 -3.76342734e-02
-1.72471467e-02 -1.37809587e-02]
[ -5.97242717e-03 -2.22433955e-01 9.17397903e-03 8.90818047e-02
1.59041979e-03 -7.06524359e-02 1.81723609e-01 -1.90907726e-01
1.94525632e-01 3.20252410e-02]
[ 1.03686561e-01 -2.68050563e-01 3.10231755e-02 -8.14721402e-02
7.40189032e-02 -4.56781780e-02 9.56148487e-02 1.18194112e-01
7.18953584e-02 -3.36380792e-02]
[ -1.69464121e-01 -1.32061246e-01 -3.01077607e-01 -1.36982468e-02
-3.33133027e-02 6.69195773e-02 -1.51124445e-01 -2.86348168e-02
2.68252501e-01 -1.25502163e-01]
[ 4.70645032e-02 -3.99095483e-01 8.57860921e-02 1.95379584e-02
-8.79451655e-02 -1.16049013e-01 1.99533300e-01 -1.05759419e-01
1.43772012e-02 9.24850050e-02]
[ -8.47140949e-02 -7.40329386e-02 1.38390511e-03 -1.41722851e-01
-3.51386894e-02 1.68472926e-02 1.98605246e-01 -1.02801404e-01
-1.10121243e-02 -1.24071881e-01]
[ -1.22463185e-01 -1.77407565e-01 -7.10108530e-02 -1.12446815e-03
3.76533810e-01 1.01539420e-01 1.31461710e-01 -1.63470174e-02
-1.71395878e-01 -2.15905239e-01]
[ -1.57779482e-01 3.28832938e-03 6.15287325e-02 2.06088786e-02
-1.70445204e-01 -2.19348448e-01 -1.76275380e-01 -1.97126939e-01
8.58777646e-02 1.72732509e-01]
[ -2.70890680e-01 -3.29440491e-01 9.98377453e-02 2.28561786e-01
-1.08882702e-01 -6.89339542e-02 7.35059234e-02 -2.59436443e-01
-2.59444996e-01 -7.10287725e-02]
[ 1.04315350e-01 -1.81280348e-01 -2.13833039e-02 1.20615054e-01
-5.01827642e-02 -8.87981780e-02 2.32513745e-01 3.18234681e-03
2.85987669e-02 6.62666520e-03]
[ 4.13857047e-02 -9.00159760e-02 -2.08772804e-01 1.57786638e-01
-7.02650941e-02 8.14590034e-02 -4.84213894e-02 -1.93977003e-02
-8.43253190e-02 1.48392525e-03]
[ -1.20149526e-01 -7.77951921e-02 -2.01777480e-01 1.58331690e-01
4.72472292e-03 1.33808839e-01 9.84272118e-03 -2.50335077e-01
7.21025028e-02 -1.95912018e-01]
[ -6.92746022e-02 -4.56511720e-02 2.75269010e-01 9.89367625e-02
1.21684275e-01 -6.10473306e-02 -1.17783031e-01 1.20577873e-01
7.41473719e-02 3.49947878e-02]
[ 5.76875890e-02 -2.32166642e-02 8.78233592e-02 8.77283110e-02
4.93612361e-02 -1.67875440e-02 2.21607121e-01 1.20350380e-01
-2.78978335e-02 -6.15350305e-02]
[ 9.30653225e-03 -1.50416800e-01 -2.91634431e-01 -5.13781957e-02
1.47397570e-01 -9.23054268e-02 1.53724005e-01 1.63159345e-01
1.08096911e-01 -2.98018941e-02]
[ 5.12707933e-02 -1.73955936e-02 -1.15038527e-01 4.88352495e-02
-1.14456123e-01 3.20196134e-01 2.60967729e-01 2.04993762e-01
-1.56610997e-01 -5.80999785e-02]
[ 1.93906562e-03 -9.46903348e-03 1.22830853e-01 1.05867809e-01
3.22669008e-03 1.05334955e-01 -1.15295153e-01 -4.17336521e-02
2.13522659e-01 7.95364749e-02]
[ 1.16469591e-01 8.94215692e-02 -4.25854185e-02 -8.92950557e-02
-1.18035795e-01 -3.32548383e-01 1.04731730e-01 9.24505219e-03
1.49954564e-01 9.78197236e-02]
[ -1.02183771e-01 -2.72285200e-02 -1.60951170e-02 2.13659606e-02
1.94187808e-03 -2.03766456e-01 -7.09174376e-02 -2.01127487e-02
1.54141020e-02 1.25888585e-01]
[ -1.54664946e-01 -1.11564423e-01 -2.01304354e-01 -1.42476094e-02
-2.80100784e-01 -1.51755233e-03 3.60144644e-02 -2.47304075e-02
-5.20782202e-03 4.87606799e-02]
[ -3.17770230e-02 -1.14615280e-01 -7.54352685e-02 -1.28144547e-01
5.33011250e-01 2.76142347e-01 5.84731412e-01 1.12919184e-01
-1.82785603e-01 -3.79629513e-01]
[ -1.99908458e-02 -4.19510641e-01 -3.17645558e-02 -7.75507936e-02
6.72652389e-01 1.02034001e-01 5.51084793e-01 9.10410997e-02
2.62556072e-02 -3.90550712e-01]
[ 9.41291547e-03 -4.72264619e-01 -4.41105405e-02 -1.09141793e-01
6.81030133e-01 2.39187246e-02 5.16080382e-01 4.84638815e-02
-3.65711730e-01 -2.21678801e-01]
[ -1.73073911e-01 -6.14460046e-01 -1.02686587e-02 -2.05398966e-01
7.76010401e-01 -9.03336956e-02 6.40891131e-01 -8.31310703e-02
-6.92641315e-02 8.23554765e-02]
[ -2.95872691e-01 -4.29181852e-01 5.55394093e-02 -4.73126888e-02
9.11628998e-01 1.41981641e-01 4.44148471e-01 4.75901501e-02
-8.86074577e-02 -1.36077211e-01]
[ -2.07187725e-01 -3.21134718e-01 2.51070189e-01 -2.43989766e-01
6.67941517e-01 -4.42475849e-02 7.04374932e-01 1.29345275e-02
-2.58046248e-01 -2.86268362e-02]
[ -1.33878159e-01 -2.35110194e-01 -1.82175080e-01 -1.05230686e-01
4.99035027e-01 -2.29073133e-01 1.90036849e-01 1.68519193e-01
-1.22433142e-02 -1.22495336e-01]
[ 1.01867031e-01 2.35357186e-01 1.60058543e-01 -1.04504820e-01
-5.36703208e-02 5.38899027e-02 -1.37456498e-01 2.81832534e-01
6.51272636e-02 1.67358490e-01]
[ 3.60046076e-01 3.54200633e-01 -7.82490161e-02 3.26935667e-01
-9.15182186e-01 -2.91724678e-01 -5.05705648e-01 1.78513600e-01
3.95375771e-01 -1.49154623e-02]
[ 4.53172309e-02 1.26675725e-01 2.52415480e-01 2.46101841e-01
-5.11259086e-02 -1.95375095e-01 -1.72276141e-01 -1.33233498e-01
-1.41554657e-01 -2.92373211e-01]
[ 1.84681017e-02 -7.95303344e-02 -1.20699951e-01 -6.14345948e-02
2.46800961e-01 4.21781608e-02 6.42371560e-03 -1.85346520e-01
2.78815963e-02 2.00109659e-01]
[ -3.10811055e-04 -5.60777760e-02 -6.77662186e-02 -5.39894785e-02
-1.82328205e-02 -1.76889731e-01 8.85790594e-02 9.70577214e-03
3.49453367e-02 1.78981001e-03]
[ 2.92820170e-02 7.84832172e-02 2.43962026e-01 7.34739450e-02
-2.28758208e-01 -1.35371504e-01 1.04802928e-01 3.94795444e-02
-1.86191746e-01 1.06096693e-01]
[ 7.52181389e-02 4.39119667e-02 1.08559995e-01 1.09398423e-02
-2.50451281e-01 6.72638323e-02 5.14596873e-02 -2.70679386e-01
-1.48193750e-02 -8.49590040e-02]
[ -1.42363763e-02 8.99596054e-02 8.29196173e-02 -3.62631630e-02
-3.42348512e-02 1.81965964e-01 1.01390151e-01 1.17833572e-01
-2.65584958e-02 1.65820122e-01]
[ 2.28239219e-01 9.18703107e-02 3.16502250e-02 9.13237769e-02
2.06314703e-03 -2.65664392e-02 -1.88086999e-01 1.49255799e-01
-4.63789578e-02 -9.97309378e-03]
[ 4.57144951e-02 8.69638158e-03 1.81626500e-02 4.51599974e-02
-4.27407637e-01 -1.24105012e-01 -2.15177025e-01 4.13888267e-02
1.21942892e-01 1.96438274e-01]
[ 5.67090592e-02 5.20063130e-01 1.27101908e-01 4.32794044e-01
-1.18889710e+00 -3.06851449e-01 -6.04703116e-01 -7.11123582e-02
2.98924242e-01 3.43140267e-01]
[ 1.83790768e-01 5.10990974e-01 6.87946258e-02 4.35120117e-01
-9.65238838e-01 -8.59283071e-02 -4.52898452e-01 1.51697122e-01
2.17127782e-01 4.88481071e-01]
[ 2.58233309e-01 3.25518678e-01 2.48517322e-01 1.55193061e-01
-4.63019366e-01 7.83031837e-02 -2.33101744e-01 1.63090159e-01
2.45118571e-01 8.52877077e-02]
[ -7.43784412e-02 2.23339459e-01 2.41128551e-01 1.58666978e-02
-4.09515390e-02 1.30913779e-01 -1.02515539e-01 -1.52740514e-02
-3.33585759e-02 4.94557495e-02]
[ -9.77058178e-02 2.31349198e-03 2.52167729e-02 9.51836677e-02
-6.10930941e-02 1.15268614e-01 2.44689544e-01 2.02092208e-02
-2.73308752e-01 -9.15623395e-02]
[ -2.24953324e-01 -3.98714877e-02 -9.51412374e-02 -3.49642160e-01
1.98215233e-01 1.20940783e-01 1.16743726e-01 1.02944162e-01
-2.11341887e-01 2.72255911e-02]
[ 8.05981696e-03 -4.03055625e-01 -1.28425487e-01 -1.64339580e-01
3.80249377e-01 2.65406919e-02 1.93861383e-01 1.52191473e-01
-1.67660108e-01 -2.25302357e-01]
[ 1.23123601e-01 -2.15934447e-01 -1.50737713e-01 -9.32694535e-03
1.21777092e-02 -5.19075645e-02 7.36692985e-02 -1.52381882e-01
1.23229819e-01 -1.42073612e-01]
[ -1.15089891e-01 6.80944051e-02 2.64617531e-01 -4.40114122e-03
1.53287933e-01 8.01456602e-02 4.31179145e-02 -2.97226812e-01
-1.10101349e-01 -5.62141068e-02]
[ -3.52172780e-01 1.02862880e-02 1.28070938e-02 -3.19691164e-02
1.71800998e-01 -1.72636999e-01 2.31083982e-02 2.33847819e-01
-9.01673010e-02 6.90849090e-02]
[ 1.44073476e-01 1.48211352e-02 -2.34806813e-01 -8.38961289e-02
1.18299414e-01 -2.97815224e-01 7.49624135e-02 -1.67631445e-01
-1.74239154e-04 -1.89385033e-01]
[ 2.13194390e-01 -1.85830094e-01 6.48940655e-02 -2.07647154e-02
8.97508148e-02 -3.67600794e-02 3.80035056e-02 -1.36641715e-01
1.15207027e-01 -1.77293769e-01]
[ -1.06765680e-01 -8.16564874e-02 1.20895748e-01 1.07764992e-01
4.34910899e-02 -1.13388658e-01 2.63916617e-01 -7.82101126e-02
1.82033657e-01 -5.79647375e-03]
[ -1.45140900e-02 -2.00195286e-01 1.95195323e-01 -2.63045795e-01
-8.70399197e-02 1.20637926e-01 8.84588633e-02 -1.18590393e-01
1.26140277e-02 2.09145492e-01]]
[[ 0.64798092]
[ 1.69166356]
[ 0.26290344]
[ 0.90202204]
[-2.72811902]
[-0.25738654]
[-1.68486887]
[ 0.08073609]
[ 0.71937837]
[ 0.90455228]]
Progress: 38.0% ... Training loss: 0.277 ... Validation loss: 0.439[[ 1.61226312e-01 2.26233368e-01 -1.05448904e-01 1.07726238e-01
-5.24205499e-01 -7.09975138e-02 -6.51496421e-02 1.21389822e-01
-5.93589260e-02 1.88690969e-01]
[ 1.40149647e-02 1.49694125e-01 -1.93661394e-02 4.58396534e-02
8.50856937e-02 -6.65511795e-03 3.15590693e-01 4.12040016e-02
1.41552603e-01 -2.80669078e-02]
[ 1.92626844e-01 7.41372660e-01 1.21331716e-02 -3.98985721e-02
5.54417501e-01 -2.32049888e-02 -8.28091951e-01 -4.05089486e-02
5.63037000e-02 2.84355157e-01]
[ 2.48332012e-02 -3.55118606e-01 -2.07189914e-01 1.35797711e-01
5.29780857e-03 1.39350319e-01 1.82622329e-01 6.12946107e-02
9.50170348e-02 2.47846781e-01]
[ -1.89756805e-02 1.03675180e-01 -1.48855500e-01 4.13352059e-02
-2.71904260e-02 -1.80533334e-01 5.91618577e-02 -1.18260730e-01
-1.92829271e-01 -4.15204593e-02]
[ -3.83138314e-01 -6.26100604e-01 -2.96036262e-01 1.64810053e-01
-5.31492318e-02 3.92985745e-02 3.19246897e-01 -3.76363541e-02
-1.72526348e-02 -1.37187281e-02]
[ -8.28631618e-03 -2.28383965e-01 8.25637036e-03 8.58996749e-02
1.03390581e-02 -6.97191736e-02 1.87762264e-01 -1.91180493e-01
1.92082023e-01 2.89203270e-02]
[ 1.02815835e-01 -2.70865709e-01 3.06223687e-02 -8.27424844e-02
7.69105945e-02 -4.53324582e-02 9.80532218e-02 1.18077169e-01
7.09030632e-02 -3.46896622e-02]
[ -1.69548806e-01 -1.32576376e-01 -3.01099575e-01 -1.37298769e-02
-3.29736794e-02 6.69247617e-02 -1.50810832e-01 -2.86385659e-02
2.68256776e-01 -1.25467446e-01]
[ 4.51804622e-02 -4.04633227e-01 8.49962407e-02 1.68140283e-02
-7.99795194e-02 -1.15294319e-01 2.04848212e-01 -1.05993328e-01
1.23279255e-02 9.02619027e-02]
[ -8.53323035e-02 -7.64319144e-02 1.20813673e-03 -1.42252857e-01
-3.38051281e-02 1.70366144e-02 2.00579980e-01 -1.02850012e-01
-1.14703125e-02 -1.24714115e-01]
[ -1.23382955e-01 -1.79534422e-01 -7.13662985e-02 -2.16626322e-03
3.79127965e-01 1.01884851e-01 1.34020016e-01 -1.64600407e-02
-1.72325531e-01 -2.17099452e-01]
[ -1.57779482e-01 3.28832938e-03 6.15287325e-02 2.06088786e-02
-1.70445204e-01 -2.19348448e-01 -1.76275380e-01 -1.97126939e-01
8.58777646e-02 1.72732509e-01]
[ -2.70733728e-01 -3.29220502e-01 9.99832925e-02 2.29063844e-01
-1.10201271e-01 -6.90641890e-02 7.35133917e-02 -2.59393390e-01
-2.59075584e-01 -7.06125319e-02]
[ 1.04714429e-01 -1.80696866e-01 -2.12116242e-02 1.21164439e-01
-5.07093699e-02 -8.89569416e-02 2.31770983e-01 3.23083141e-03
2.90373661e-02 7.23183328e-03]
[ 4.02083181e-02 -9.24902894e-02 -2.09260085e-01 1.56246857e-01
-6.63892901e-02 8.19462552e-02 -4.56463942e-02 -1.95533356e-02
-8.56682477e-02 -1.72808926e-04]
[ -1.21964030e-01 -8.24780873e-02 -2.02499034e-01 1.55824627e-01
1.11040712e-02 1.34520524e-01 1.45394962e-02 -2.50545965e-01
7.01648575e-02 -1.98289821e-01]
[ -6.92653473e-02 -4.57846715e-02 2.75272136e-01 9.89577782e-02
1.21877342e-01 -6.10220593e-02 -1.17654489e-01 1.20577520e-01
7.42038897e-02 3.49811307e-02]
[ 5.74106815e-02 -2.37138042e-02 8.77205480e-02 8.73681752e-02
5.05029633e-02 -1.67006126e-02 2.22308106e-01 1.20319408e-01
-2.81756492e-02 -6.19084620e-02]
[ 8.65672381e-03 -1.52008117e-01 -2.91920897e-01 -5.22902781e-02
1.49533734e-01 -9.20690385e-02 1.55077138e-01 1.63072310e-01
1.07322308e-01 -3.07049340e-02]
[ 5.15334502e-02 -1.76521801e-02 -1.14966564e-01 4.91319168e-02
-1.15603805e-01 3.20131059e-01 2.60731401e-01 2.05022984e-01
-1.56338856e-01 -5.76967688e-02]
[ 1.33175638e-03 -1.07533296e-02 1.22588971e-01 1.05034430e-01
5.73662855e-03 1.05576670e-01 -1.13757097e-01 -4.18089360e-02
2.12871857e-01 7.88313803e-02]
[ 1.16347210e-01 8.90693822e-02 -4.26356603e-02 -8.94683169e-02
-1.17601655e-01 -3.32501592e-01 1.05048285e-01 9.22958652e-03
1.49850263e-01 9.76890350e-02]
[ -1.01998081e-01 -2.70787077e-02 -1.60022532e-02 2.17097694e-02
1.07096742e-03 -2.03866768e-01 -7.11856872e-02 -2.00832015e-02
1.56869643e-02 1.26231188e-01]
[ -1.54452301e-01 -1.11309049e-01 -2.01220364e-01 -1.39305726e-02
-2.81013842e-01 -1.60975400e-03 3.55932482e-02 -2.47006211e-02
-4.96637731e-03 4.90943579e-02]
[ -3.17177361e-02 -1.14613713e-01 -7.54133965e-02 -1.28064051e-01
5.32812080e-01 2.76124042e-01 5.84592664e-01 1.12927479e-01
-1.82751154e-01 -3.79542415e-01]
[ -1.98200680e-02 -4.19373933e-01 -3.16680855e-02 -7.72240902e-02
6.71700838e-01 1.01940135e-01 5.50936253e-01 9.10704934e-02
2.64992838e-02 -3.90274444e-01]
[ 9.40075745e-03 -4.72499291e-01 -4.41147427e-02 -1.09147693e-01
6.81039576e-01 2.39183010e-02 5.16260430e-01 4.84640637e-02
-3.65716058e-01 -2.21682252e-01]
[ -1.73154250e-01 -6.14598699e-01 -1.03024646e-02 -2.05509653e-01
7.76491420e-01 -9.03022320e-02 6.41036102e-01 -8.31411540e-02
-6.93500940e-02 8.22528258e-02]
[ -2.95619687e-01 -4.28793074e-01 5.56813372e-02 -4.68222257e-02
9.10142743e-01 1.41840440e-01 4.43835123e-01 4.76317104e-02
-8.82232707e-02 -1.35672240e-01]
[ -2.07091037e-01 -3.21181341e-01 2.51161705e-01 -2.43653171e-01
6.67130547e-01 -4.43364410e-02 7.04310355e-01 1.29623800e-02
-2.57812233e-01 -2.83069095e-02]
[ -1.33739483e-01 -2.34834794e-01 -1.82126394e-01 -1.05047076e-01
4.98373807e-01 -2.29127406e-01 1.89659095e-01 1.68534844e-01
-1.20975532e-02 -1.22284718e-01]
[ 1.00583551e-01 2.32036207e-01 1.59548345e-01 -1.06300042e-01
-4.88139223e-02 5.44071879e-02 -1.33930797e-01 2.81674397e-01
6.37598305e-02 1.65849903e-01]
[ 3.59502951e-01 3.52730012e-01 -7.85234509e-02 3.25965571e-01
-9.12749311e-01 -2.91441729e-01 -5.04330266e-01 1.78426717e-01
3.94629902e-01 -1.57054104e-02]
[ 4.51421957e-02 1.26227423e-01 2.52336381e-01 2.45836635e-01
-5.03648456e-02 -1.95299951e-01 -1.71876171e-01 -1.33256555e-01
-1.41766129e-01 -2.92628342e-01]
[ 1.85526211e-02 -7.95762149e-02 -1.20651202e-01 -6.12887053e-02
2.46504570e-01 4.21378823e-02 6.37753063e-03 -1.85332875e-01
2.79973168e-02 2.00257937e-01]
[ -1.53947356e-04 -5.55558532e-02 -6.76943307e-02 -5.37204360e-02
-1.91034949e-02 -1.76967204e-01 8.80812223e-02 9.73196438e-03
3.51600687e-02 2.04283897e-03]
[ 2.97721219e-02 7.98438185e-02 2.44167177e-01 7.41990125e-02
-2.30981705e-01 -1.35570818e-01 1.03557747e-01 3.95451443e-02
-1.85626054e-01 1.06759569e-01]
[ 7.51134490e-02 4.37518922e-02 1.08504720e-01 1.07726031e-02
-2.49705170e-01 6.73054684e-02 5.16124777e-02 -2.70695711e-01
-1.49533700e-02 -8.51329680e-02]
[ -1.49449349e-02 8.84296216e-02 8.26300578e-02 -3.72524384e-02
-3.15546284e-02 1.82239646e-01 1.03055590e-01 1.17743227e-01
-2.73341838e-02 1.64794572e-01]
[ 2.28075294e-01 9.14420745e-02 3.15790443e-02 9.10878388e-02
2.76419114e-03 -2.65001078e-02 -1.87660662e-01 1.49233986e-01
-4.65694687e-02 -1.02130736e-02]
[ 4.55948411e-02 8.41371300e-03 1.81097669e-02 4.49892753e-02
-4.26927217e-01 -1.24067814e-01 -2.14887344e-01 4.13747937e-02
1.21799817e-01 1.96280761e-01]
[ 5.72240677e-02 5.20798779e-01 1.27341578e-01 4.33618878e-01
-1.19047896e+00 -3.07048139e-01 -6.05689325e-01 -7.10424290e-02
2.99594079e-01 3.44002167e-01]
[ 1.82417220e-01 5.07795873e-01 6.82027025e-02 4.33182605e-01
-9.60537380e-01 -8.53631737e-02 -4.49588436e-01 1.51514393e-01
2.15593816e-01 4.86501177e-01]
[ 2.58682334e-01 3.26485895e-01 2.48715184e-01 1.55907840e-01
-4.65163255e-01 7.81011086e-02 -2.34047147e-01 1.63154108e-01
2.45674713e-01 8.59531864e-02]
[ -7.43712746e-02 2.23363751e-01 2.41131052e-01 1.58770502e-02
-4.09726861e-02 1.30911617e-01 -1.02539514e-01 -1.52737240e-02
-3.33466441e-02 4.94664279e-02]
[ -9.83360125e-02 7.61192112e-04 2.49545307e-02 9.43333385e-02
-5.83872089e-02 1.15519888e-01 2.46179658e-01 2.01364232e-02
-2.73997094e-01 -9.24112250e-02]
[ -2.25363916e-01 -4.08326116e-02 -9.53057432e-02 -3.50206794e-01
1.99804492e-01 1.21108966e-01 1.17761709e-01 1.02892890e-01
-2.11804142e-01 2.66938002e-02]
[ 7.82197700e-03 -4.03716120e-01 -1.28523535e-01 -1.64680382e-01
3.81244164e-01 2.66347761e-02 1.94518661e-01 1.52160830e-01
-1.67930476e-01 -2.25645681e-01]
[ 1.23008988e-01 -2.15805867e-01 -1.50787049e-01 -9.45062958e-03
1.18983681e-02 -5.18565592e-02 7.34970305e-02 -1.52390864e-01
1.23145926e-01 -1.42211850e-01]
[ -1.15462406e-01 6.67441256e-02 2.64524580e-01 -4.72176198e-03
1.54004736e-01 8.02281750e-02 4.45841424e-02 -2.97253018e-01
-1.10345981e-01 -5.66095519e-02]
[ -3.51409796e-01 1.10137153e-02 1.31972793e-02 -3.06777767e-02
1.69846763e-01 -1.73017393e-01 2.20595374e-02 2.33962690e-01
-8.90930977e-02 7.03730649e-02]
[ 1.43684352e-01 1.35877685e-02 -2.34962891e-01 -8.44370857e-02
1.19684659e-01 -2.97671408e-01 7.58441831e-02 -1.67674707e-01
-6.00203962e-04 -1.89868394e-01]
[ 2.13145984e-01 -1.86286766e-01 6.48657224e-02 -2.08444820e-02
9.03317913e-02 -3.67164310e-02 3.83579738e-02 -1.36649849e-01
1.15155736e-01 -1.77304015e-01]
[ -1.07761533e-01 -8.42289825e-02 1.20494996e-01 1.06523443e-01
4.67669020e-02 -1.13010387e-01 2.66580111e-01 -7.83323895e-02
1.80975991e-01 -7.10857222e-03]
[ -1.67785831e-02 -2.05502057e-01 1.94211532e-01 -2.66326288e-01
-7.88718181e-02 1.21608512e-01 9.41619849e-02 -1.18891943e-01
9.96615422e-03 2.06137175e-01]]
[[ 0.63585492]
[ 1.68054436]
[ 0.25313922]
[ 0.89140898]
[-2.73660589]
[-0.26747832]
[-1.69334838]
[ 0.07208812]
[ 0.70756236]
[ 0.89213974]]
Progress: 38.0% ... Training loss: 0.274 ... Validation loss: 0.436[[ 1.61195852e-01 2.25701663e-01 -1.05382270e-01 1.07997346e-01
-5.24583028e-01 -7.09882676e-02 -6.47811975e-02 1.21421399e-01
-5.91000333e-02 1.89031909e-01]
[ 1.42581129e-02 1.50290161e-01 -1.92676647e-02 4.61935241e-02
8.39567920e-02 -6.76023951e-03 3.15105118e-01 4.12328135e-02
1.41829328e-01 -2.77375784e-02]
[ 1.91536897e-01 7.41828851e-01 1.16761090e-02 -4.14890069e-02
5.58890790e-01 -2.26619259e-02 -8.28488923e-01 -4.06383106e-02
5.49762422e-02 2.82818561e-01]
[ 2.59205453e-02 -3.55247497e-01 -2.06756357e-01 1.37399822e-01
3.02204145e-03 1.38993900e-01 1.82520638e-01 6.14224901e-02
9.63589836e-02 2.49456454e-01]
[ -1.99440938e-02 1.00584095e-01 -1.49309955e-01 3.97108930e-02
-2.27815602e-02 -1.79932479e-01 6.23563110e-02 -1.18366389e-01
-1.94372518e-01 -4.29405432e-02]
[ -3.81921745e-01 -6.24801459e-01 -2.95500459e-01 1.66644450e-01
-5.78458964e-02 3.87243983e-02 3.17226554e-01 -3.74815861e-02
-1.57379901e-02 -1.18512122e-02]
[ -1.01877763e-02 -2.32906282e-01 7.55870229e-03 8.35384172e-02
1.60724165e-02 -6.89957691e-02 1.92199331e-01 -1.91374079e-01
1.90123019e-01 2.64152779e-02]
[ 1.03494867e-01 -2.69211773e-01 3.09439236e-02 -8.16217296e-02
7.40121299e-02 -4.56118706e-02 9.61644368e-02 1.18169902e-01
7.17256851e-02 -3.35224746e-02]
[ -1.70378596e-01 -1.34777671e-01 -3.01401386e-01 -1.48187399e-02
-3.07087032e-02 6.72557142e-02 -1.48483504e-01 -2.87296245e-02
2.67561416e-01 -1.26550855e-01]
[ 4.50539696e-02 -4.04839522e-01 8.50339103e-02 1.69294298e-02
-8.15011462e-02 -1.15343099e-01 2.04614294e-01 -1.05975996e-01
1.24290677e-02 9.03156561e-02]
[ -8.60409091e-02 -7.90441768e-02 9.72604127e-04 -1.43154552e-01
-3.13236340e-02 1.73024745e-02 2.03060024e-01 -1.02921033e-01
-1.20928474e-02 -1.25557655e-01]
[ -1.23383506e-01 -1.80486395e-01 -7.13105559e-02 -1.87493822e-03
3.78571303e-01 1.01868539e-01 1.34629157e-01 -1.64434964e-02
-1.72121236e-01 -2.16863419e-01]
[ -1.57779482e-01 3.28832938e-03 6.15287325e-02 2.06088786e-02
-1.70445204e-01 -2.19348448e-01 -1.76275380e-01 -1.97126939e-01
8.58777646e-02 1.72732509e-01]
[ -2.69867376e-01 -3.28350490e-01 1.00378469e-01 2.30427923e-01
-1.13398156e-01 -6.94896054e-02 7.23036592e-02 -2.59278658e-01
-2.57943817e-01 -6.92655770e-02]
[ 1.04538032e-01 -1.81174930e-01 -2.12870096e-02 1.20862486e-01
-5.00951452e-02 -8.88844451e-02 2.32142436e-01 3.20887743e-03
2.88331071e-02 6.99467627e-03]
[ 4.02732967e-02 -9.25137662e-02 -2.09233157e-01 1.56352172e-01
-6.63860501e-02 8.19198610e-02 -4.57897243e-02 -1.95426158e-02
-8.56086658e-02 -7.95321240e-05]
[ -1.23269760e-01 -8.56921627e-02 -2.02975284e-01 1.54125206e-01
1.47836915e-02 1.35038736e-01 1.79275392e-02 -2.50684080e-01
6.87997832e-02 -2.00059589e-01]
[ -7.02404548e-02 -4.84015763e-02 2.74903617e-01 9.77299745e-02
1.25518403e-01 -6.06475581e-02 -1.15330649e-01 1.20473814e-01
7.31718347e-02 3.36973172e-02]
[ 5.79953257e-02 -2.21424325e-02 8.79481821e-02 8.82412232e-02
4.76635953e-02 -1.69619106e-02 2.20761882e-01 1.20388855e-01
-2.75013922e-02 -6.10582762e-02]
[ 8.23809285e-03 -1.52558707e-01 -2.92088826e-01 -5.29076698e-02
1.51292849e-01 -9.18694100e-02 1.55330470e-01 1.63024021e-01
1.06861129e-01 -3.11302864e-02]
[ 5.22754594e-02 -1.60225804e-02 -1.14655755e-01 5.02577928e-02
-1.18768581e-01 3.19815446e-01 2.58995728e-01 2.05112392e-01
-1.55457027e-01 -5.65933711e-02]
[ 1.43911648e-03 -1.06962062e-02 1.22673477e-01 1.05299328e-01
5.52215716e-03 1.05515904e-01 -1.13665253e-01 -4.17840799e-02
2.13088923e-01 7.90020655e-02]
[ 1.16828348e-01 9.02695847e-02 -4.24415964e-02 -8.87826044e-02
-1.19708102e-01 -3.32701050e-01 1.03824075e-01 9.28479117e-03
1.50375805e-01 9.83628417e-02]
[ -1.02522220e-01 -2.87307053e-02 -1.61890969e-02 2.10096157e-02
2.80134126e-03 -2.03659472e-01 -6.96654032e-02 -2.01407004e-02
1.51782298e-02 1.25533875e-01]
[ -1.54734427e-01 -1.11872780e-01 -2.01326675e-01 -1.42977486e-02
-2.80516325e-01 -1.49217483e-03 3.63588894e-02 -2.47325708e-02
-5.20221505e-03 4.87157003e-02]
[ -3.15414601e-02 -1.14312163e-01 -7.53400516e-02 -1.27800452e-01
5.32042132e-01 2.76053746e-01 5.84355101e-01 1.12948655e-01
-1.82548707e-01 -3.79297640e-01]
[ -1.98200680e-02 -4.19373933e-01 -3.16680855e-02 -7.72240902e-02
6.71700838e-01 1.01940135e-01 5.50936253e-01 9.10704934e-02
2.64992838e-02 -3.90274444e-01]
[ 9.43386415e-03 -4.72613627e-01 -4.40943813e-02 -1.09062159e-01
6.80804433e-01 2.38981036e-02 5.16359395e-01 4.84700180e-02
-3.65665492e-01 -2.21631834e-01]
[ -1.72634277e-01 -6.13975636e-01 -1.00822801e-02 -2.04727423e-01
7.74500039e-01 -9.05386172e-02 6.40187318e-01 -8.30803014e-02
-6.87432685e-02 8.30106070e-02]
[ -2.95499045e-01 -4.28558707e-01 5.57318419e-02 -4.66393064e-02
9.09719944e-01 1.41783043e-01 4.43610102e-01 4.76471627e-02
-8.80711598e-02 -1.35481785e-01]
[ -2.07161893e-01 -3.21623539e-01 2.51162912e-01 -2.43642983e-01
6.67076198e-01 -4.43448638e-02 7.04671803e-01 1.29640511e-02
-2.57806084e-01 -2.83393845e-02]
[ -1.33474380e-01 -2.34253239e-01 -1.82023150e-01 -1.04667292e-01
4.97312087e-01 -2.29230924e-01 1.89017307e-01 1.68564466e-01
-1.18125508e-02 -1.21920284e-01]
[ 9.99271946e-02 2.30376215e-01 1.59303897e-01 -1.07199937e-01
-4.59520325e-02 5.46884022e-02 -1.32253171e-01 2.81602161e-01
6.30217833e-02 1.64998769e-01]
[ 3.59102234e-01 3.51215700e-01 -7.86476618e-02 3.25496569e-01
-9.11588686e-01 -2.91337929e-01 -5.02883524e-01 1.78398605e-01
3.94383725e-01 -1.60435307e-02]
[ 4.53865476e-02 1.26659673e-01 2.52432739e-01 2.46139511e-01
-5.11382878e-02 -1.95393438e-01 -1.72378609e-01 -1.33229552e-01
-1.41505943e-01 -2.92300519e-01]
[ 1.88249860e-02 -7.89612267e-02 -1.20536861e-01 -6.08581644e-02
2.45182755e-01 4.20044957e-02 5.71741408e-03 -1.85298734e-01
2.83285977e-02 2.00651651e-01]
[ -3.01951212e-04 -5.56084166e-02 -6.77436743e-02 -5.38801980e-02
-1.87014260e-02 -1.76920522e-01 8.82820745e-02 9.71984325e-03
3.50153684e-02 1.87928782e-03]
[ 3.02506710e-02 8.14770540e-02 2.44365275e-01 7.49308155e-02
-2.33230352e-01 -1.35798776e-01 1.01934632e-01 3.96037895e-02
-1.85089926e-01 1.07479511e-01]
[ 7.47513103e-02 4.28257895e-02 1.08359322e-01 1.02357877e-02
-2.48258125e-01 6.74595167e-02 5.23838100e-02 -2.70734309e-01
-1.53722394e-02 -8.56657527e-02]
[ -1.53623452e-02 8.75892230e-02 8.24702602e-02 -3.78553335e-02
-2.98934793e-02 1.82421630e-01 1.03952603e-01 1.17693637e-01
-2.78094604e-02 1.64220662e-01]
[ 2.28476527e-01 9.24751732e-02 3.17503889e-02 9.16829746e-02
9.00142767e-04 -2.66753083e-02 -1.88584170e-01 1.49282813e-01
-4.60853406e-02 -9.60246785e-03]
[ 4.49209401e-02 6.62109408e-03 1.78440767e-02 4.40631524e-02
-4.23829474e-01 -1.23798917e-01 -2.13182307e-01 4.13001063e-02
1.21140399e-01 1.95419203e-01]
[ 5.71782893e-02 5.20310105e-01 1.27343857e-01 4.33673698e-01
-1.19075264e+00 -3.06992968e-01 -6.05611551e-01 -7.10455698e-02
2.99620114e-01 3.43967298e-01]
[ 1.81650060e-01 5.06098329e-01 6.79153935e-02 4.32157155e-01
-9.58511162e-01 -8.50497299e-02 -4.47643741e-01 1.51429051e-01
2.14839526e-01 4.85432042e-01]
[ 2.58684092e-01 3.26527936e-01 2.48716979e-01 1.55905286e-01
-4.65329974e-01 7.81031640e-02 -2.34078782e-01 1.63153260e-01
2.45668028e-01 8.59298200e-02]
[ -7.44450568e-02 2.23174483e-01 2.41100585e-01 1.57758597e-02
-4.07059383e-02 1.30946969e-01 -1.02388445e-01 -1.52790332e-02
-3.34400171e-02 4.93803060e-02]
[ -9.84295821e-02 5.07267507e-04 2.49191012e-02 9.42163367e-02
-5.80401099e-02 1.15557630e-01 2.46415170e-01 2.01252915e-02
-2.74095874e-01 -9.25220634e-02]
[ -2.25340956e-01 -4.07581036e-02 -9.52967710e-02 -3.50171019e-01
1.99717095e-01 1.21102053e-01 1.17642750e-01 1.02895034e-01
-2.11795079e-01 2.67005296e-02]
[ 8.15968212e-03 -4.03085375e-01 -1.28385595e-01 -1.64189866e-01
3.79647874e-01 2.64883150e-02 1.93618791e-01 1.52199315e-01
-1.67561877e-01 -2.25188250e-01]
[ 1.21834430e-01 -2.17887363e-01 -1.51167444e-01 -1.07380194e-02
1.33238736e-02 -5.14246216e-02 7.60543500e-02 -1.52497745e-01
1.22204704e-01 -1.43615560e-01]
[ -1.15039948e-01 6.72567904e-02 2.64680073e-01 -4.04549288e-03
1.51588173e-01 8.00954197e-02 4.36647379e-02 -2.97207214e-01
-1.09900665e-01 -5.59554633e-02]
[ -3.51468696e-01 1.03212670e-02 1.31604342e-02 -3.08306314e-02
1.71329288e-01 -1.73018782e-01 2.24498015e-02 2.33958001e-01
-8.91293190e-02 7.03729143e-02]
[ 1.43493531e-01 1.29250866e-02 -2.34980835e-01 -8.46109904e-02
1.20370427e-01 -2.97616646e-01 7.65555824e-02 -1.67686107e-01
-7.17039300e-04 -1.90148914e-01]
[ 2.13201079e-01 -1.86607640e-01 6.49087611e-02 -2.07476008e-02
9.00359510e-02 -3.67538889e-02 3.84244877e-02 -1.36634110e-01
1.15201452e-01 -1.77197590e-01]
[ -1.07284721e-01 -8.34504430e-02 1.20725446e-01 1.07352777e-01
4.45501240e-02 -1.13281472e-01 2.65826311e-01 -7.82694276e-02
1.81666638e-01 -6.35446178e-03]
[ -1.71443178e-02 -2.06806292e-01 1.94075616e-01 -2.66809592e-01
-7.71332297e-02 1.21765269e-01 9.49649585e-02 -1.18930622e-01
9.56165675e-03 2.05753176e-01]]
[[ 0.63310546]
[ 1.67627564]
[ 0.25185635]
[ 0.88998367]
[-2.73587305]
[-0.26806057]
[-1.69099705]
[ 0.07168206]
[ 0.70384403]
[ 0.88985318]]
Progress: 38.0% ... Training loss: 0.274 ... Validation loss: 0.438[[ 1.59557794e-01 2.21229533e-01 -1.06086890e-01 1.05421298e-01
-5.17889731e-01 -7.02099552e-02 -6.07323195e-02 1.21222299e-01
-6.10716490e-02 1.86874849e-01]
[ 1.45382339e-02 1.50735709e-01 -1.91505287e-02 4.66045248e-02
8.26884655e-02 -6.88284088e-03 3.14600180e-01 4.12636850e-02
1.42163052e-01 -2.73161607e-02]
[ 1.89415523e-01 7.37101339e-01 1.06771082e-02 -4.53998254e-02
5.71891936e-01 -2.15059404e-02 -8.24156226e-01 -4.09448438e-02
5.20583404e-02 2.79482203e-01]
[ 2.86722984e-02 -3.50022455e-01 -2.05712259e-01 1.41628917e-01
-6.23079782e-03 1.37728512e-01 1.76811531e-01 6.17654989e-02
9.95791837e-02 2.53947440e-01]
[ -1.98706824e-02 1.01376961e-01 -1.49279271e-01 3.98463551e-02
-2.28152033e-02 -1.79920899e-01 6.21307847e-02 -1.18360446e-01
-1.94223455e-01 -4.28418401e-02]
[ -3.81720912e-01 -6.24898550e-01 -2.95405145e-01 1.67117520e-01
-6.05306953e-02 3.85897926e-02 3.17120056e-01 -3.74454379e-02
-1.53935950e-02 -1.14534643e-02]
[ -9.35643155e-03 -2.31111286e-01 7.94956656e-03 8.47583021e-02
1.22066484e-02 -6.93336691e-02 1.90015644e-01 -1.91273068e-01
1.91090214e-01 2.77277905e-02]
[ 1.01224535e-01 -2.75173341e-01 2.99693255e-02 -8.51593488e-02
8.39006211e-02 -4.45753881e-02 1.01963203e-01 1.17890728e-01
6.89632692e-02 -3.67183669e-02]
[ -1.69601666e-01 -1.33477278e-01 -3.01091066e-01 -1.37064433e-02
-3.40089297e-02 6.69467613e-02 -1.50288367e-01 -2.86418960e-02
2.68413176e-01 -1.25471329e-01]
[ 4.43572181e-02 -4.07455936e-01 8.46715463e-02 1.55024724e-02
-7.87917592e-02 -1.14880980e-01 2.06574415e-01 -1.06087187e-01
1.13670818e-02 8.92011818e-02]
[ -8.60183085e-02 -7.95046965e-02 1.00011324e-03 -1.43020175e-01
-3.31860824e-02 1.72772737e-02 2.03191379e-01 -1.02911379e-01
-1.20514033e-02 -1.25482397e-01]
[ -1.23170580e-01 -1.80372733e-01 -7.11538010e-02 -1.31472606e-03
3.77762063e-01 1.01686644e-01 1.34241399e-01 -1.63962426e-02
-1.71699759e-01 -2.16230309e-01]
[ -1.57779482e-01 3.28832938e-03 6.15287325e-02 2.06088786e-02
-1.70445204e-01 -2.19348448e-01 -1.76275380e-01 -1.97126939e-01
8.58777646e-02 1.72732509e-01]
[ -2.69695534e-01 -3.28255073e-01 1.00502705e-01 2.30878875e-01
-1.15162808e-01 -6.96321896e-02 7.21475950e-02 -2.59241292e-01
-2.57615176e-01 -6.88700201e-02]
[ 1.04134257e-01 -1.81889298e-01 -2.14412583e-02 1.20335365e-01
-4.93946489e-02 -8.87093644e-02 2.33051011e-01 3.16152535e-03
2.83908769e-02 6.42630799e-03]
[ 4.02770673e-02 -9.31313473e-02 -2.09267641e-01 1.56296210e-01
-6.69890925e-02 8.19336605e-02 -4.55334066e-02 -1.95437492e-02
-8.56281354e-02 -1.08175020e-04]
[ -1.23117517e-01 -8.52761812e-02 -2.02902204e-01 1.54403391e-01
1.42338941e-02 1.34952631e-01 1.75114905e-02 -2.50664029e-01
6.90261838e-02 -1.99791899e-01]
[ -6.95888045e-02 -4.73247696e-02 2.75174008e-01 9.86377007e-02
1.23225037e-01 -6.09027459e-02 -1.16672675e-01 1.20548092e-01
7.38601076e-02 3.46269660e-02]
[ 5.75695595e-02 -2.32910706e-02 8.77254913e-02 8.73102838e-02
4.93292725e-02 -1.66790288e-02 2.21723068e-01 1.20318575e-01
-2.81553976e-02 -6.18121248e-02]
[ 7.90300977e-03 -1.53404022e-01 -2.92222781e-01 -5.33787062e-02
1.52530093e-01 -9.17280544e-02 1.56194739e-01 1.62987729e-01
1.06486714e-01 -3.16120791e-02]
[ 5.13549876e-02 -1.81870278e-02 -1.15015159e-01 4.89507812e-02
-1.14376334e-01 3.20195369e-01 2.61080279e-01 2.05008968e-01
-1.56514392e-01 -5.76454192e-02]
[ 9.67067273e-04 -1.17588177e-02 1.22488882e-01 1.04623223e-01
7.35975121e-03 1.05714100e-01 -1.12508330e-01 -4.18384238e-02
2.12582135e-01 7.83242655e-02]
[ 1.17410154e-01 9.15869456e-02 -4.22180122e-02 -8.79724249e-02
-1.21863018e-01 -3.32907919e-01 1.02382096e-01 9.34919102e-03
1.50996328e-01 9.91591487e-02]
[ -1.02261485e-01 -2.84810771e-02 -1.60891572e-02 2.13863877e-02
1.58004941e-03 -2.03780056e-01 -7.02325859e-02 -2.01112991e-02
1.54383198e-02 1.25906999e-01]
[ -1.54460555e-01 -1.11438284e-01 -2.01206628e-01 -1.38857557e-02
-2.81724821e-01 -1.61705755e-03 3.57540862e-02 -2.46995255e-02
-4.87093269e-03 4.91097688e-02]
[ -3.17481603e-02 -1.14994104e-01 -7.54384108e-02 -1.28118531e-01
5.32745544e-01 2.76151568e-01 5.85073438e-01 1.12924416e-01
-1.82797549e-01 -3.79638275e-01]
[ -1.98828310e-02 -4.19628893e-01 -3.16982071e-02 -7.73122608e-02
6.71901815e-01 1.01965494e-01 5.51196127e-01 9.10633437e-02
2.64310384e-02 -3.90385343e-01]
[ 9.32209796e-03 -4.72959192e-01 -4.41393818e-02 -1.09221281e-01
6.81380793e-01 2.39428551e-02 5.16644469e-01 4.84572311e-02
-3.65788089e-01 -2.21780749e-01]
[ -1.72930783e-01 -6.14649100e-01 -1.02023327e-02 -2.05152952e-01
7.75642876e-01 -9.04178259e-02 6.40952869e-01 -8.31139327e-02
-6.90716353e-02 8.26437904e-02]
[ -2.94956449e-01 -4.27584272e-01 5.59740071e-02 -4.57450949e-02
9.07475941e-01 1.41506508e-01 4.42416636e-01 4.77212386e-02
-8.74096262e-02 -1.34573117e-01]
[ -2.06863378e-01 -3.21338331e-01 2.51307452e-01 -2.43113682e-01
6.65802765e-01 -4.45006430e-02 7.04328363e-01 1.30062124e-02
-2.57392597e-01 -2.78655362e-02]
[ -1.33773924e-01 -2.34851655e-01 -1.82135959e-01 -1.05079509e-01
4.98427092e-01 -2.29098386e-01 1.89704715e-01 1.68531548e-01
-1.21260014e-02 -1.22349037e-01]
[ 9.97860504e-02 2.29698637e-01 1.59239221e-01 -1.07420912e-01
-4.51228512e-02 5.47494785e-02 -1.31587736e-01 2.81587441e-01
6.28496001e-02 1.64908289e-01]
[ 3.59266542e-01 3.51730237e-01 -7.85692664e-02 3.25781012e-01
-9.12507328e-01 -2.91411146e-01 -5.03330420e-01 1.78420363e-01
3.94586146e-01 -1.56311415e-02]
[ 4.58148644e-02 1.27523944e-01 2.52605484e-01 2.46745226e-01
-5.28288435e-02 -1.95579538e-01 -1.73461018e-01 -1.33179178e-01
-1.41013787e-01 -2.91679152e-01]
[ 1.93379759e-02 -7.84361655e-02 -1.20370556e-01 -6.01554650e-02
2.43077901e-01 4.17899793e-02 4.66572349e-03 -1.85241634e-01
2.88671964e-02 2.01363978e-01]
[ -5.05634825e-04 -5.61599155e-02 -6.78307141e-02 -5.41908675e-02
-1.77739854e-02 -1.76833774e-01 8.88325903e-02 9.69478900e-03
3.47687592e-02 1.56702723e-03]
[ 3.01215426e-02 8.11310711e-02 2.44311303e-01 7.47440078e-02
-2.32719506e-01 -1.35743208e-01 1.02282333e-01 3.95883503e-02
-1.85240035e-01 1.07288476e-01]
[ 7.47825348e-02 4.28914160e-02 1.08372198e-01 1.02811052e-02
-2.48384084e-01 6.74459599e-02 5.23143239e-02 -2.70730915e-01
-1.53373512e-02 -8.56225461e-02]
[ -1.54983458e-02 8.73046328e-02 8.24219864e-02 -3.80399136e-02
-2.93993026e-02 1.82475561e-01 1.04465909e-01 1.17678789e-01
-2.79514654e-02 1.64045075e-01]
[ 2.28363904e-01 9.22650708e-02 3.16618540e-02 9.13360829e-02
1.65206737e-03 -2.65660891e-02 -1.88585359e-01 1.49254713e-01
-4.63710494e-02 -9.94684763e-03]
[ 4.51569516e-02 7.49919384e-03 1.79373443e-02 4.43821208e-02
-4.25074445e-01 -1.23878758e-01 -2.13913979e-01 4.13253325e-02
1.21395932e-01 1.95717394e-01]
[ 5.64989847e-02 5.19107993e-01 1.27084854e-01 4.32684775e-01
-1.18834460e+00 -3.06666509e-01 -6.04526885e-01 -7.11280292e-02
2.98820696e-01 3.43120513e-01]
[ 1.81281930e-01 5.04874244e-01 6.77704827e-02 4.31610626e-01
-9.58318270e-01 -8.48677853e-02 -4.46581927e-01 1.51385665e-01
2.14422945e-01 4.84823605e-01]
[ 2.58569697e-01 3.26123039e-01 2.48672554e-01 1.55716558e-01
-4.64934904e-01 7.81552879e-02 -2.33841669e-01 1.63135053e-01
2.45536899e-01 8.57628855e-02]
[ -7.45506822e-02 2.22908700e-01 2.41073105e-01 1.56263590e-02
-4.02886285e-02 1.30991144e-01 -1.02205195e-01 -1.52913687e-02
-3.35640770e-02 4.92237863e-02]
[ -9.83557153e-02 7.37700298e-04 2.49495017e-02 9.43076125e-02
-5.84116883e-02 1.15528799e-01 2.46209058e-01 2.01333818e-02
-2.74018944e-01 -9.24287224e-02]
[ -2.24928493e-01 -3.97128485e-02 -9.51242184e-02 -3.49576037e-01
1.98170872e-01 1.20916416e-01 1.16516569e-01 1.02943354e-01
-2.11305193e-01 2.72808721e-02]
[ 7.96548141e-03 -4.03710595e-01 -1.28452285e-01 -1.64462426e-01
3.80540323e-01 2.65648452e-02 1.94215004e-01 1.52179803e-01
-1.67777071e-01 -2.25449598e-01]
[ 1.22247038e-01 -2.17401863e-01 -1.51038018e-01 -1.01843704e-02
1.17274558e-02 -5.15780281e-02 7.49327171e-02 -1.52451893e-01
1.22596123e-01 -1.43051783e-01]
[ -1.14603380e-01 6.79584059e-02 2.64871300e-01 -3.38094320e-03
1.49799084e-01 7.99004358e-02 4.28652865e-02 -2.97157044e-01
-1.09361793e-01 -5.53089488e-02]
[ -3.51456989e-01 1.02420046e-02 1.31816882e-02 -3.07061518e-02
1.70770431e-01 -1.73068094e-01 2.26237645e-02 2.33971049e-01
-8.90412319e-02 7.05017191e-02]
[ 1.43837953e-01 1.34127670e-02 -2.34823198e-01 -8.41303980e-02
1.19282068e-01 -2.97730618e-01 7.59894222e-02 -1.67646282e-01
-3.52758559e-04 -1.89667054e-01]
[ 2.13421849e-01 -1.86148666e-01 6.49730318e-02 -2.05464143e-02
8.93903568e-02 -3.68372589e-02 3.76999427e-02 -1.36619970e-01
1.15304224e-01 -1.77019470e-01]
[ -1.07473858e-01 -8.42938807e-02 1.20681647e-01 1.07209827e-01
4.45355893e-02 -1.13240851e-01 2.66719054e-01 -7.82816916e-02
1.81557296e-01 -6.58599742e-03]
[ -1.88424814e-02 -2.10980633e-01 1.93377499e-01 -2.69423467e-01
-7.14026806e-02 1.22574716e-01 9.88137603e-02 -1.19135680e-01
7.58650213e-03 2.03579530e-01]]
[[ 0.62874766]
[ 1.67084518]
[ 0.24854873]
[ 0.8893537 ]
[-2.73638331]
[-0.2691191 ]
[-1.6892161 ]
[ 0.06860932]
[ 0.7023877 ]
[ 0.88628276]]
Progress: 38.1% ... Training loss: 0.276 ... Validation loss: 0.442[[ 1.60378333e-01 2.24611830e-01 -1.05738285e-01 1.06729350e-01
-5.21471725e-01 -7.05925112e-02 -6.36225478e-02 1.21327750e-01
-6.01969403e-02 1.88217381e-01]
[ 1.45382339e-02 1.50735709e-01 -1.91505287e-02 4.66045248e-02
8.26884655e-02 -6.88284088e-03 3.14600180e-01 4.12636850e-02
1.42163052e-01 -2.73161607e-02]
[ 1.89658089e-01 7.37198721e-01 1.07126818e-02 -4.53145109e-02
5.73474959e-01 -2.15956591e-02 -8.25303340e-01 -4.09304046e-02
5.22171942e-02 2.79715994e-01]
[ 2.90648312e-02 -3.49751542e-01 -2.05423090e-01 1.42549793e-01
-8.15807707e-03 1.37475418e-01 1.77045318e-01 6.18301305e-02
1.00329751e-01 2.54809837e-01]
[ -2.24381733e-02 9.47328885e-02 -1.50249674e-01 3.62287979e-02
-1.37533305e-02 -1.78810898e-01 6.92555163e-02 -1.18637095e-01
-1.96866648e-01 -4.64264921e-02]
[ -3.83068710e-01 -6.27105746e-01 -2.95923559e-01 1.65312855e-01
-5.71056460e-02 3.91535147e-02 3.19770478e-01 -3.75905040e-02
-1.69410885e-02 -1.32463798e-02]
[ -7.50204673e-03 -2.26716558e-01 8.67233197e-03 8.74643329e-02
4.50552284e-03 -7.01537607e-02 1.85324143e-01 -1.91061023e-01
1.93265704e-01 3.05358422e-02]
[ 1.01260599e-01 -2.75039029e-01 2.99650546e-02 -8.51956911e-02
8.40952735e-02 -4.45859298e-02 1.01493141e-01 1.17885666e-01
6.89126518e-02 -3.66981107e-02]
[ -1.69347247e-01 -1.32647018e-01 -3.00974569e-01 -1.33179462e-02
-3.47518140e-02 6.68478045e-02 -1.51083660e-01 -2.86113017e-02
2.68626854e-01 -1.25077054e-01]
[ 4.53559539e-02 -4.04404473e-01 8.50448213e-02 1.69474653e-02
-8.37760289e-02 -1.15320322e-01 2.03232024e-01 -1.05974903e-01
1.23804854e-02 9.08289676e-02]
[ -8.65913025e-02 -8.02942618e-02 7.48423991e-04 -1.43853366e-01
-3.15075524e-02 1.75275221e-02 2.04080664e-01 -1.02978504e-01
-1.27456146e-02 -1.26253436e-01]
[ -1.22799251e-01 -1.79482527e-01 -7.09588100e-02 -6.73007960e-04
3.76243494e-01 1.01509870e-01 1.33388072e-01 -1.63488913e-02
-1.71227895e-01 -2.15657389e-01]
[ -1.57779482e-01 3.28832938e-03 6.15287325e-02 2.06088786e-02
-1.70445204e-01 -2.19348448e-01 -1.76275380e-01 -1.97126939e-01
8.58777646e-02 1.72732509e-01]
[ -2.69943713e-01 -3.28459325e-01 1.00420099e-01 2.30602319e-01
-1.15147429e-01 -6.95383286e-02 7.25806140e-02 -2.59264725e-01
-2.57907147e-01 -6.91442565e-02]
[ 1.03703309e-01 -1.82625459e-01 -2.16101222e-02 1.19720012e-01
-4.78847589e-02 -8.85238706e-02 2.33767971e-01 3.11330621e-03
2.79002093e-02 5.82580550e-03]
[ 3.97725502e-02 -9.41663898e-02 -2.09466430e-01 1.55621971e-01
-6.56335514e-02 8.21442545e-02 -4.43746607e-02 -1.95982762e-02
-8.62051745e-02 -7.86888414e-04]
[ -1.22114141e-01 -8.29008842e-02 -2.02498722e-01 1.55833998e-01
1.07796899e-02 1.34519131e-01 1.51296541e-02 -2.50551888e-01
7.01771947e-02 -1.98351529e-01]
[ -6.99552766e-02 -4.84444150e-02 2.75023381e-01 9.81189592e-02
1.24242489e-01 -6.07577991e-02 -1.15749217e-01 1.20507662e-01
7.34755296e-02 3.42927972e-02]
[ 5.88643803e-02 -1.99937239e-02 8.82278501e-02 8.92000597e-02
4.41425625e-02 -1.72390291e-02 2.18334291e-01 1.20464435e-01
-2.66750218e-02 -6.00125429e-02]
[ 7.71277843e-03 -1.53700803e-01 -2.92318296e-01 -5.36988530e-02
1.53192693e-01 -9.16451550e-02 1.56126936e-01 1.62961570e-01
1.06218914e-01 -3.18593708e-02]
[ 5.11799099e-02 -1.88675152e-02 -1.15094465e-01 4.86549806e-02
-1.13476522e-01 3.20277204e-01 2.61683048e-01 2.04986970e-01
-1.56732807e-01 -5.79377141e-02]
[ 4.81339502e-04 -1.26478755e-02 1.22309260e-01 1.03950870e-01
9.20415211e-03 1.05910477e-01 -1.11346449e-01 -4.18888747e-02
2.12159755e-01 7.76565060e-02]
[ 1.18474000e-01 9.43955297e-02 -4.17921412e-02 -8.64532100e-02
-1.25781465e-01 -3.33337788e-01 9.95409823e-02 9.46537328e-03
1.51957659e-01 1.00646042e-01]
[ -1.02370267e-01 -2.87880840e-02 -1.61281316e-02 2.12470455e-02
1.85859234e-03 -2.03741519e-01 -6.99780929e-02 -2.01212404e-02
1.53452228e-02 1.25788892e-01]
[ -1.54515591e-01 -1.11498976e-01 -2.01227460e-01 -1.39593009e-02
-2.81573384e-01 -1.59410197e-03 3.58758563e-02 -2.47060408e-02
-4.92664798e-03 4.90256647e-02]
[ -3.16976303e-02 -1.14834208e-01 -7.54183221e-02 -1.28046759e-01
5.32646293e-01 2.76129256e-01 5.84924041e-01 1.12929707e-01
-1.82741106e-01 -3.79563111e-01]
[ -1.98020396e-02 -4.19580639e-01 -3.16678953e-02 -7.72016967e-02
6.71845068e-01 1.01926979e-01 5.51074703e-01 9.10716909e-02
2.65238301e-02 -3.90285654e-01]
[ 9.39771189e-03 -4.72836563e-01 -4.41106888e-02 -1.09109087e-01
6.81041087e-01 2.39110767e-02 5.16432539e-01 4.84654753e-02
-3.65703863e-01 -2.21677032e-01]
[ -1.73285235e-01 -6.15705795e-01 -1.03356087e-02 -2.05630924e-01
7.76863616e-01 -9.02827731e-02 6.41945281e-01 -8.31507890e-02
-6.94365276e-02 8.22570633e-02]
[ -2.94906102e-01 -4.27564438e-01 5.59913765e-02 -4.56802067e-02
9.07568793e-01 1.41486496e-01 4.42306502e-01 4.77266411e-02
-8.73483354e-02 -1.34499922e-01]
[ -2.06579602e-01 -3.20823187e-01 2.51443286e-01 -2.42624214e-01
6.64344209e-01 -4.46470975e-02 7.03881759e-01 1.30430741e-02
-2.57047665e-01 -2.73755052e-02]
[ -1.33801151e-01 -2.34851261e-01 -1.82143007e-01 -1.05106782e-01
4.98287295e-01 -2.29084782e-01 1.89670084e-01 1.68527939e-01
-1.21573739e-02 -1.22357773e-01]
[ 9.94353916e-02 2.29245563e-01 1.59110941e-01 -1.07917952e-01
-4.40798055e-02 5.49012698e-02 -1.30745273e-01 2.81551363e-01
6.25869369e-02 1.64497149e-01]
[ 3.60037687e-01 3.53820059e-01 -7.82444887e-02 3.26898127e-01
-9.14995016e-01 -2.91726266e-01 -5.05407520e-01 1.78507053e-01
3.95309580e-01 -1.45713626e-02]
[ 4.57196293e-02 1.27373566e-01 2.52574111e-01 2.46617113e-01
-5.25567743e-02 -1.95534062e-01 -1.73285809e-01 -1.33190260e-01
-1.41133953e-01 -2.91809053e-01]
[ 1.93553695e-02 -7.84759307e-02 -1.20370780e-01 -6.01438701e-02
2.42801808e-01 4.17879515e-02 4.54717669e-03 -1.85239276e-01
2.88328087e-02 2.01405565e-01]
[ 6.23359730e-04 -5.30695841e-02 -6.74030689e-02 -5.25681679e-02
-2.28325674e-02 -1.77306995e-01 8.57321156e-02 9.81991940e-03
3.59929272e-02 3.15823204e-03]
[ 2.97118635e-02 8.03025439e-02 2.44153089e-01 7.41691675e-02
-2.31037553e-01 -1.35572906e-01 1.03208645e-01 3.95432998e-02
-1.85701068e-01 1.06722187e-01]
[ 7.49291703e-02 4.33741898e-02 1.08438409e-01 1.05099886e-02
-2.49098256e-01 6.73766924e-02 5.19137832e-02 -2.70711022e-01
-1.51709794e-02 -8.53676786e-02]
[ -1.54897801e-02 8.73469284e-02 8.24151675e-02 -3.80569870e-02
-2.93346319e-02 1.82474856e-01 1.04363402e-01 1.17677466e-01
-2.79711043e-02 1.64012362e-01]
[ 2.28054416e-01 9.15402049e-02 3.15275799e-02 9.08440071e-02
3.11925307e-03 -2.64207454e-02 -1.87819390e-01 1.49216738e-01
-4.67556440e-02 -1.04359117e-02]
[ 4.47751443e-02 6.90828018e-03 1.77976355e-02 4.38322324e-02
-4.23862437e-01 -1.23727715e-01 -2.13433987e-01 4.12832196e-02
1.20964994e-01 1.95242301e-01]
[ 5.61705944e-02 5.18459105e-01 1.26952376e-01 4.32261493e-01
-1.18773126e+00 -3.06533505e-01 -6.03678176e-01 -7.11619965e-02
2.98437044e-01 3.42644372e-01]
[ 1.81363419e-01 5.05343469e-01 6.77823263e-02 4.31658376e-01
-9.58238637e-01 -8.48915323e-02 -4.47249919e-01 1.51388800e-01
2.14479693e-01 4.84929073e-01]
[ 2.58451272e-01 3.25842630e-01 2.48612445e-01 1.55570943e-01
-4.64720068e-01 7.82026993e-02 -2.33552920e-01 1.63122550e-01
2.45472365e-01 8.56046841e-02]
[ -7.40838396e-02 2.24070810e-01 2.41255042e-01 1.62895425e-02
-4.23395518e-02 1.30787096e-01 -1.03474933e-01 -1.52401943e-02
-3.30520624e-02 4.98718280e-02]
[ -9.85108906e-02 3.34445511e-04 2.48964787e-02 9.41130133e-02
-5.77322538e-02 1.15590359e-01 2.46614583e-01 2.01176308e-02
-2.74185658e-01 -9.26330819e-02]
[ -2.24641422e-01 -3.92256339e-02 -9.50166860e-02 -3.49159455e-01
1.96950260e-01 1.20788849e-01 1.15967324e-01 1.02973567e-01
-2.10967783e-01 2.76865086e-02]
[ 7.84389269e-03 -4.04071645e-01 -1.28503124e-01 -1.64637829e-01
3.80976366e-01 2.66191646e-02 1.94543494e-01 1.52165881e-01
-1.67921256e-01 -2.25629946e-01]
[ 1.21949006e-01 -2.17057653e-01 -1.51169530e-01 -1.05962569e-02
1.13858090e-02 -5.14375426e-02 7.47676267e-02 -1.52487970e-01
1.22257233e-01 -1.43420648e-01]
[ -1.14718546e-01 6.74672319e-02 2.64824909e-01 -3.54628341e-03
1.50291845e-01 7.99481634e-02 4.32351191e-02 -2.97170786e-01
-1.09493896e-01 -5.54454613e-02]
[ -3.51101718e-01 1.06030571e-02 1.33526732e-02 -3.01078588e-02
1.69352121e-01 -1.73264357e-01 2.18785784e-02 2.34013310e-01
-8.86102715e-02 7.11828921e-02]
[ 1.43861670e-01 1.38146347e-02 -2.34817336e-01 -8.41144589e-02
1.19389790e-01 -2.97720775e-01 7.54962766e-02 -1.67645661e-01
-3.07655901e-04 -1.89711140e-01]
[ 2.13426580e-01 -1.85835249e-01 6.49785697e-02 -2.05609699e-02
8.92159163e-02 -3.68429288e-02 3.75749282e-02 -1.36615797e-01
1.15282112e-01 -1.76978379e-01]
[ -1.07101409e-01 -8.30122231e-02 1.20839195e-01 1.07773146e-01
4.29837072e-02 -1.13400354e-01 2.65459715e-01 -7.82380889e-02
1.81838116e-01 -6.02523328e-03]
[ -1.83883803e-02 -2.10039560e-01 1.93532045e-01 -2.68755716e-01
-7.33411927e-02 1.22372227e-01 9.79252700e-02 -1.19084008e-01
8.11378106e-03 2.04275633e-01]]
[[ 0.63256782]
[ 1.67353078]
[ 0.25193624]
[ 0.89183084]
[-2.73405082]
[-0.26665048]
[-1.68598583]
[ 0.07143419]
[ 0.70712159]
[ 0.88949956]]
Progress: 38.1% ... Training loss: 0.274 ... Validation loss: 0.443[[ 1.59187724e-01 2.22471223e-01 -1.06145922e-01 1.05178798e-01
-5.17483052e-01 -7.01439620e-02 -6.08429716e-02 1.21217990e-01
-6.13274451e-02 1.86601406e-01]
[ 1.45226226e-02 1.50697430e-01 -1.91564946e-02 4.65816368e-02
8.27433748e-02 -6.87649448e-03 3.14638258e-01 4.12618375e-02
1.42145793e-01 -2.73379686e-02]
[ 1.88439071e-01 7.36650571e-01 1.01705554e-02 -4.74724975e-02
5.80994350e-01 -2.10250673e-02 -8.25178667e-01 -4.10806095e-02
5.07668267e-02 2.77999517e-01]
[ 3.14764772e-02 -3.44116087e-01 -2.04407014e-01 1.46184166e-01
-1.86073536e-02 1.36441091e-01 1.71629614e-01 6.21141751e-02
1.03045226e-01 2.58160046e-01]
[ -2.07230134e-02 9.91879760e-02 -1.49417689e-01 3.91606215e-02
-2.17783055e-02 -1.79610720e-01 6.50051995e-02 -1.18416077e-01
-1.94764569e-01 -4.39804795e-02]
[ -3.83520706e-01 -6.28602816e-01 -2.96023880e-01 1.64944577e-01
-5.65485383e-02 3.92951027e-02 3.21386652e-01 -3.76341409e-02
-1.74007861e-02 -1.38534234e-02]
[ -8.22191635e-03 -2.29111290e-01 8.35226733e-03 8.63146124e-02
6.62106166e-03 -6.98417885e-02 1.87544016e-01 -1.91147136e-01
1.92442173e-01 2.94146598e-02]
[ 1.01647237e-01 -2.73166477e-01 3.01813055e-02 -8.45000332e-02
8.25402210e-02 -4.48090046e-02 9.98349930e-02 1.17950186e-01
6.94848108e-02 -3.60870906e-02]
[ -1.69139358e-01 -1.32036179e-01 -3.00886462e-01 -1.30413588e-02
-3.57720113e-02 6.67929107e-02 -1.51614333e-01 -2.85896945e-02
2.68829093e-01 -1.24838634e-01]
[ 4.49521148e-02 -4.05729490e-01 8.49808047e-02 1.65254882e-02
-8.35303451e-02 -1.15229212e-01 2.04391442e-01 -1.05996387e-01
1.21392806e-02 9.03083885e-02]
[ -8.66248678e-02 -8.00670225e-02 7.24562901e-04 -1.43879936e-01
-3.17229788e-02 1.75515606e-02 2.04090141e-01 -1.02984528e-01
-1.28516176e-02 -1.26389937e-01]
[ -1.22852441e-01 -1.79746743e-01 -7.09442350e-02 -6.21416456e-04
3.75996029e-01 1.01523818e-01 1.33787007e-01 -1.63527156e-02
-1.71267070e-01 -2.15724133e-01]
[ -1.57866226e-01 3.24191308e-03 6.14860080e-02 2.04600816e-02
-1.70130600e-01 -2.19301952e-01 -1.76195984e-01 -1.97139230e-01
8.57553168e-02 1.72577546e-01]
[ -2.69899802e-01 -3.28447217e-01 1.00455931e-01 2.30733244e-01
-1.15628825e-01 -6.95751036e-02 7.26412432e-02 -2.59257011e-01
-2.57847894e-01 -6.90792310e-02]
[ 1.03752808e-01 -1.83035283e-01 -2.15798563e-02 1.19835067e-01
-4.84645195e-02 -8.85657260e-02 2.34075129e-01 3.12332961e-03
2.79770646e-02 5.91200646e-03]
[ 3.92979427e-02 -9.52777236e-02 -2.09615968e-01 1.55066427e-01
-6.44168028e-02 8.23378665e-02 -4.30964129e-02 -1.96538029e-02
-8.67452036e-02 -1.49840083e-03]
[ -1.22603627e-01 -8.38610076e-02 -2.02698293e-01 1.55160259e-01
1.23496071e-02 1.34710616e-01 1.62427483e-02 -2.50603266e-01
6.96752802e-02 -1.99020164e-01]
[ -6.95081029e-02 -4.75882131e-02 2.75200760e-01 9.87337304e-02
1.22370185e-01 -6.09418217e-02 -1.16857930e-01 1.20558414e-01
7.39468238e-02 3.48924070e-02]
[ 5.82219422e-02 -2.17977703e-02 8.79565012e-02 8.81855338e-02
4.65639654e-02 -1.69479078e-02 2.20093676e-01 1.20384375e-01
-2.74271323e-02 -6.09755773e-02]
[ 6.87099843e-03 -1.55289839e-01 -2.92690369e-01 -5.50222036e-02
1.57026193e-01 -9.12730633e-02 1.57310269e-01 1.62854497e-01
1.05206455e-01 -3.30491570e-02]
[ 5.12015100e-02 -1.86921119e-02 -1.15047370e-01 4.87849220e-02
-1.13692151e-01 3.20243169e-01 2.61524511e-01 2.04999813e-01
-1.56607292e-01 -5.78823660e-02]
[ 1.60722229e-03 -9.54223012e-03 1.22817572e-01 1.05708024e-01
4.25468361e-03 1.05396702e-01 -1.13758156e-01 -4.17405459e-02
2.13496992e-01 7.92400583e-02]
[ 1.18652231e-01 9.49149856e-02 -4.17220698e-02 -8.62107995e-02
-1.26531590e-01 -3.33389828e-01 9.89797277e-02 9.48410080e-03
1.52144830e-01 1.00877052e-01]
[ -1.02366182e-01 -2.87799614e-02 -1.61265953e-02 2.12528518e-02
1.84075577e-03 -2.03743259e-01 -6.99882611e-02 -2.01207937e-02
1.53496092e-02 1.25794689e-01]
[ -1.54515002e-01 -1.11709960e-01 -2.01221446e-01 -1.39339576e-02
-2.81651036e-01 -1.60257624e-03 3.60716153e-02 -2.47044597e-02
-4.89067713e-03 4.90533031e-02]
[ -3.18819502e-02 -1.15354324e-01 -7.54845412e-02 -1.28283036e-01
5.33401253e-01 2.76199116e-01 5.85408280e-01 1.12910599e-01
-1.82932271e-01 -3.79831944e-01]
[ -1.98112860e-02 -4.19479315e-01 -3.16776358e-02 -7.72348500e-02
6.71822167e-01 1.01939367e-01 5.51029054e-01 9.10683629e-02
2.64865863e-02 -3.90335934e-01]
[ 9.06304629e-03 -4.73862109e-01 -4.42485326e-02 -1.09594930e-01
6.82381702e-01 2.40555156e-02 5.17527048e-01 4.84295308e-02
-3.66084741e-01 -2.22151625e-01]
[ -1.73145141e-01 -6.15604224e-01 -1.02720540e-02 -2.05410592e-01
7.76292075e-01 -9.03507999e-02 6.41742262e-01 -8.31325464e-02
-6.92733968e-02 8.24582195e-02]
[ -2.95066852e-01 -4.27956539e-01 5.59332847e-02 -4.59043900e-02
9.08257327e-01 1.41553316e-01 4.42730334e-01 4.77087786e-02
-8.75229041e-02 -1.34725006e-01]
[ -2.06163603e-01 -3.20369215e-01 2.51619901e-01 -2.41957503e-01
6.62548761e-01 -4.48463911e-02 7.03340007e-01 1.30963503e-02
-2.56538298e-01 -2.67316572e-02]
[ -1.33439228e-01 -2.34471791e-01 -1.82009269e-01 -1.04592447e-01
4.96632752e-01 -2.29245460e-01 1.89222734e-01 1.68570850e-01
-1.17319239e-02 -1.21856973e-01]
[ 9.93043764e-02 2.29448407e-01 1.59065106e-01 -1.08093000e-01
-4.40291711e-02 5.49531822e-02 -1.30801749e-01 2.81537723e-01
6.24846669e-02 1.64320318e-01]
[ 3.59737717e-01 3.52910149e-01 -7.83771783e-02 3.26412302e-01
-9.14092705e-01 -2.91581563e-01 -5.04531676e-01 1.78467906e-01
3.94964822e-01 -1.50007692e-02]
[ 4.63709351e-02 1.28828825e-01 2.52835986e-01 2.47529897e-01
-5.52595364e-02 -1.95806567e-01 -1.74831655e-01 -1.33114557e-01
-1.40408597e-01 -2.90875292e-01]
[ 1.90974236e-02 -7.90460530e-02 -1.20477441e-01 -6.05373168e-02
2.44018981e-01 4.19001600e-02 5.15845471e-03 -1.85267302e-01
2.85347006e-02 2.01000908e-01]
[ 4.95112617e-04 -5.31701523e-02 -6.74578376e-02 -5.27396409e-02
-2.25674076e-02 -1.77238209e-01 8.58693167e-02 9.80385555e-03
3.58426935e-02 2.98076821e-03]
[ 2.96676755e-02 8.01775264e-02 2.44132694e-01 7.40965019e-02
-2.30852884e-01 -1.35553829e-01 1.03329906e-01 3.95374880e-02
-1.85756359e-01 1.06651640e-01]
[ 7.44047160e-02 4.21418331e-02 1.08217691e-01 9.72384180e-03
-2.46929834e-01 6.76062637e-02 5.31952677e-02 -2.70773128e-01
-1.58007313e-02 -8.61562430e-02]
[ -1.57071115e-02 8.68860643e-02 8.23389675e-02 -3.83844211e-02
-2.83948229e-02 1.82581016e-01 1.04936481e-01 1.17653163e-01
-2.82502678e-02 1.63692084e-01]
[ 2.27300883e-01 8.95738732e-02 3.12258889e-02 8.97264423e-02
6.32653917e-03 -2.61107984e-02 -1.85870534e-01 1.49127542e-01
-4.76263746e-02 -1.15467306e-02]
[ 4.49371111e-02 7.27443119e-03 1.78563577e-02 4.40398465e-02
-4.24529110e-01 -1.23789371e-01 -2.13830415e-01 4.12996403e-02
1.21111315e-01 1.95421230e-01]
[ 5.61186417e-02 5.18698437e-01 1.26939548e-01 4.32214077e-01
-1.18717213e+00 -3.06518818e-01 -6.03973194e-01 -7.11655732e-02
2.98406644e-01 3.42705195e-01]
[ 1.81583524e-01 5.06405204e-01 6.79972646e-02 4.32332499e-01
-9.60617097e-01 -8.50537734e-02 -4.47979103e-01 1.51435230e-01
2.14912043e-01 4.85249648e-01]
[ 2.58510629e-01 3.26151223e-01 2.48627167e-01 1.55628624e-01
-4.64917669e-01 7.81807296e-02 -2.33938146e-01 1.63125304e-01
2.45509738e-01 8.56654584e-02]
[ -7.39174056e-02 2.24495557e-01 2.41317652e-01 1.65234113e-02
-4.29998138e-02 1.30719073e-01 -1.03906488e-01 -1.52213174e-02
-3.28771637e-02 5.01008620e-02]
[ -9.83238978e-02 8.42118721e-04 2.49726314e-02 9.43773214e-02
-5.85261572e-02 1.15508638e-01 2.46106835e-01 2.01394156e-02
-2.73969283e-01 -9.23759922e-02]
[ -2.24307881e-01 -3.85131708e-02 -9.48735957e-02 -3.48643711e-01
1.95477358e-01 1.20636660e-01 1.15221566e-01 1.03012652e-01
-2.10566945e-01 2.81716549e-02]
[ 7.66645684e-03 -4.04492254e-01 -1.28581488e-01 -1.64894605e-01
3.81712058e-01 2.66925003e-02 1.94970146e-01 1.52144888e-01
-1.68116986e-01 -2.25883314e-01]
[ 1.22127167e-01 -2.16608049e-01 -1.51070203e-01 -1.02645030e-02
1.03176014e-02 -5.14815333e-02 7.43501348e-02 -1.52472546e-01
1.22407899e-01 -1.43246477e-01]
[ -1.15406281e-01 6.56867466e-02 2.64572397e-01 -4.42870104e-03
1.53012546e-01 8.02098893e-02 4.50397871e-02 -2.97244460e-01
-1.10232995e-01 -5.63884585e-02]
[ -3.51614071e-01 9.38600807e-03 1.31469882e-02 -3.08523607e-02
1.71366854e-01 -1.73039632e-01 2.32418623e-02 2.33953580e-01
-8.92088727e-02 7.04571154e-02]
[ 1.43765376e-01 1.31274254e-02 -2.34819551e-01 -8.41739680e-02
1.19561109e-01 -2.97721021e-01 7.59909066e-02 -1.67648788e-01
-3.14250785e-04 -1.89879412e-01]
[ 2.14728760e-01 -1.82802639e-01 6.55444499e-02 -1.85894906e-02
8.33588802e-02 -3.74397425e-02 3.49506587e-02 -1.36447562e-01
1.16839287e-01 -1.75146179e-01]
[ -1.06791888e-01 -8.25436714e-02 1.20978018e-01 1.08310067e-01
4.09239927e-02 -1.13556761e-01 2.65039075e-01 -7.81943943e-02
1.82211263e-01 -5.53923774e-03]
[ -1.94591988e-02 -2.11713993e-01 1.93072401e-01 -2.70455194e-01
-6.91655903e-02 1.22858826e-01 9.93723153e-02 -1.19218452e-01
6.86825700e-03 2.02741525e-01]]
[[ 0.63105349]
[ 1.67099902]
[ 0.25054836]
[ 0.8915441 ]
[-2.73599703]
[-0.26822922]
[-1.68655137]
[ 0.07007357]
[ 0.70622332]
[ 0.88788877]]
Progress: 38.2% ... Training loss: 0.275 ... Validation loss: 0.445[[ 1.61183341e-01 2.28857989e-01 -1.05466906e-01 1.07626971e-01
-5.26094066e-01 -7.09628441e-02 -6.69022905e-02 1.21430050e-01
-5.92085316e-02 1.89145894e-01]
[ 1.50718696e-02 1.51994083e-01 -1.89407519e-02 4.73619299e-02
8.07689855e-02 -7.10395482e-03 3.13163566e-01 4.13268826e-02
1.42804602e-01 -2.65373483e-02]
[ 1.90185052e-01 7.40489140e-01 1.07803879e-02 -4.55060488e-02
5.78703306e-01 -2.17029281e-02 -8.29416489e-01 -4.09075561e-02
5.23504012e-02 2.79928893e-01]
[ 3.37363866e-02 -3.39296146e-01 -2.03523885e-01 1.49538183e-01
-2.65386619e-02 1.35607334e-01 1.66644600e-01 6.23783787e-02
1.05476619e-01 2.60903196e-01]
[ -2.22028859e-02 9.53903925e-02 -1.50015171e-01 3.68882387e-02
-1.58162143e-02 -1.79091056e-01 6.82971904e-02 -1.18583628e-01
-1.96338428e-01 -4.57941237e-02]
[ -3.83796276e-01 -6.28575143e-01 -2.96174749e-01 1.64618763e-01
-5.89698160e-02 3.93392907e-02 3.21818275e-01 -3.76491038e-02
-1.75420360e-02 -1.39481910e-02]
[ -6.23227531e-03 -2.23424206e-01 9.16860859e-03 8.90360933e-02
-1.01338145e-03 -7.07168257e-02 1.82158511e-01 -1.90924047e-01
1.94627079e-01 3.19694903e-02]
[ 1.01583055e-01 -2.73459451e-01 3.00848547e-02 -8.47639550e-02
8.30792939e-02 -4.47592384e-02 1.00043327e-01 1.17938254e-01
6.93015785e-02 -3.61107351e-02]
[ -1.68441956e-01 -1.30502283e-01 -3.00636970e-01 -1.21176779e-02
-3.83716362e-02 6.64921765e-02 -1.53385088e-01 -2.85153135e-02
2.69542927e-01 -1.24003676e-01]
[ 4.57876450e-02 -4.01558688e-01 8.52756034e-02 1.75289431e-02
-8.95497720e-02 -1.15610975e-01 2.01049569e-01 -1.05905202e-01
1.30277965e-02 9.14222355e-02]
[ -8.66039210e-02 -8.04916319e-02 6.94423704e-04 -1.43921826e-01
-3.20768433e-02 1.75156093e-02 2.04456582e-01 -1.02974980e-01
-1.28638909e-02 -1.26295890e-01]
[ -1.21361627e-01 -1.76537257e-01 -7.03903819e-02 1.47244428e-03
3.70253048e-01 1.00859715e-01 1.30246136e-01 -1.61828736e-02
-1.69569055e-01 -2.13660651e-01]
[ -1.57866226e-01 3.24191308e-03 6.14860080e-02 2.04600816e-02
-1.70130600e-01 -2.19301952e-01 -1.76195984e-01 -1.97139230e-01
8.57553168e-02 1.72577546e-01]
[ -2.69930375e-01 -3.28449339e-01 1.00449462e-01 2.30681518e-01
-1.15533165e-01 -6.95593661e-02 7.26711543e-02 -2.59258981e-01
-2.57852323e-01 -6.90781409e-02]
[ 1.03742235e-01 -1.82103979e-01 -2.16018373e-02 1.19831787e-01
-5.00067608e-02 -8.85749222e-02 2.33460337e-01 3.12449851e-03
2.80118473e-02 5.95086398e-03]
[ 3.97746046e-02 -9.48743674e-02 -2.09431811e-01 1.55807228e-01
-6.72804985e-02 8.20415636e-02 -4.36420823e-02 -1.95785528e-02
-8.60988478e-02 -6.68752708e-04]
[ -1.21950120e-01 -8.21235951e-02 -2.02448497e-01 1.56032113e-01
9.88493688e-03 1.34440639e-01 1.45057690e-02 -2.50540021e-01
7.03974361e-02 -1.98146322e-01]
[ -6.88408910e-02 -4.57225674e-02 2.75473475e-01 9.96459900e-02
1.19611609e-01 -6.12449390e-02 -1.18680282e-01 1.20635164e-01
7.46236712e-02 3.56540166e-02]
[ 5.86197766e-02 -2.03917464e-02 8.81003908e-02 8.86912958e-02
4.50671935e-02 -1.71001626e-02 2.18781777e-01 1.20427108e-01
-2.70101921e-02 -6.03961294e-02]
[ 7.09727335e-03 -1.54759724e-01 -2.92624939e-01 -5.47703005e-02
1.55929246e-01 -9.13651904e-02 1.56619580e-01 1.62878484e-01
1.05434501e-01 -3.27912272e-02]
[ 5.09348238e-02 -1.95727447e-02 -1.15176639e-01 4.83385238e-02
-1.12100406e-01 3.20372295e-01 2.62370669e-01 2.04968602e-01
-1.56969423e-01 -5.81473840e-02]
[ 1.60470845e-03 -9.46009029e-03 1.22806090e-01 1.05697483e-01
4.31158134e-03 1.05398647e-01 -1.13726774e-01 -4.17419602e-02
2.13468427e-01 7.92346935e-02]
[ 1.19319668e-01 9.66000765e-02 -4.14783327e-02 -8.53278429e-02
-1.29095404e-01 -3.33670972e-01 9.73011091e-02 9.55358160e-03
1.52842579e-01 1.01670043e-01]
[ -1.02369177e-01 -2.90850489e-02 -1.61332825e-02 2.12496567e-02
1.89180333e-03 -2.03753302e-01 -6.99446896e-02 -2.01197764e-02
1.53515172e-02 1.25796934e-01]
[ -1.54943296e-01 -1.12207526e-01 -2.01386771e-01 -1.45289272e-02
-2.80775945e-01 -1.41704015e-03 3.70052887e-02 -2.47529211e-02
-5.34607847e-03 4.84574010e-02]
[ -3.17666379e-02 -1.15215039e-01 -7.54327197e-02 -1.28093622e-01
5.32890746e-01 2.76142211e-01 5.85310388e-01 1.12925496e-01
-1.82787994e-01 -3.79685668e-01]
[ -2.00454508e-02 -4.19936291e-01 -3.17694558e-02 -7.75647590e-02
6.72853800e-01 1.02040370e-01 5.51548441e-01 9.10418817e-02
2.62399449e-02 -3.90661415e-01]
[ 9.14524914e-03 -4.73819578e-01 -4.42100887e-02 -1.09460824e-01
6.82056920e-01 2.40150138e-02 5.17460242e-01 4.84421068e-02
-3.65986144e-01 -2.21998741e-01]
[ -1.73195368e-01 -6.15851550e-01 -1.02929740e-02 -2.05483829e-01
7.76409804e-01 -9.03292251e-02 6.41988988e-01 -8.31383028e-02
-6.93305627e-02 8.24105840e-02]
[ -2.95525315e-01 -4.28957814e-01 5.57527721e-02 -4.65595195e-02
9.09874797e-01 1.41744826e-01 4.43883487e-01 4.76580124e-02
-8.80335537e-02 -1.35353803e-01]
[ -2.05925867e-01 -3.20037847e-01 2.51718403e-01 -2.41600944e-01
6.61518425e-01 -4.49540023e-02 7.02993133e-01 1.31243986e-02
-2.56259239e-01 -2.63804388e-02]
[ -1.33366551e-01 -2.34035545e-01 -1.81984332e-01 -1.04454948e-01
4.96001625e-01 -2.29286041e-01 1.88750631e-01 1.68581338e-01
-1.16224675e-02 -1.21705881e-01]
[ 9.90851789e-02 2.28667429e-01 1.58952917e-01 -1.08474508e-01
-4.28303352e-02 5.50639170e-02 -1.30087722e-01 2.81510994e-01
6.21596418e-02 1.64111299e-01]
[ 3.59722654e-01 3.54199708e-01 -7.83996328e-02 3.26318491e-01
-9.15944497e-01 -2.91581550e-01 -5.05276833e-01 1.78467327e-01
3.94902519e-01 -1.50640914e-02]
[ 4.65745014e-02 1.29201565e-01 2.52916356e-01 2.47810599e-01
-5.60956116e-02 -1.95892564e-01 -1.75332067e-01 -1.33091755e-01
-1.40192340e-01 -2.90586170e-01]
[ 1.93819574e-02 -7.89629512e-02 -1.20401416e-01 -6.01449450e-02
2.42937285e-01 4.17813931e-02 4.68998604e-03 -1.85235321e-01
2.88875605e-02 2.01425821e-01]
[ 4.72903482e-04 -5.31048828e-02 -6.74766842e-02 -5.28093072e-02
-2.24965648e-02 -1.77213081e-01 8.58528301e-02 9.79758782e-03
3.57790508e-02 2.90469523e-03]
[ 2.95995607e-02 8.00765650e-02 2.44094353e-01 7.39638769e-02
-2.30573572e-01 -1.35550698e-01 1.03377002e-01 3.95329099e-02
-1.85832677e-01 1.06556268e-01]
[ 7.41663322e-02 4.15602680e-02 1.08120019e-01 9.37402510e-03
-2.45849922e-01 6.77097832e-02 5.37219985e-02 -2.70799664e-01
-1.60523647e-02 -8.65048715e-02]
[ -1.44599149e-02 9.00455096e-02 8.28267604e-02 -3.66101191e-02
-3.32098328e-02 1.82053769e-01 1.01933007e-01 1.17785678e-01
-2.68696875e-02 1.65310564e-01]
[ 2.27280561e-01 8.96729697e-02 3.11966706e-02 8.96315543e-02
6.46398328e-03 -2.60890268e-02 -1.85904066e-01 1.49119747e-01
-4.77491708e-02 -1.16423875e-02]
[ 4.50294391e-02 7.60885447e-03 1.78950928e-02 4.41897949e-02
-4.25169323e-01 -1.23839940e-01 -2.14284993e-01 4.13089229e-02
1.21218048e-01 1.95537655e-01]
[ 5.57165492e-02 5.17737785e-01 1.26777775e-01 4.31587692e-01
-1.18603092e+00 -3.06370201e-01 -6.02788329e-01 -7.12059670e-02
2.97937125e-01 3.42273696e-01]
[ 1.82356630e-01 5.08776421e-01 6.83292918e-02 4.33363943e-01
-9.63511942e-01 -8.54084011e-02 -4.50014081e-01 1.51521872e-01
2.15778909e-01 4.86153423e-01]
[ 2.58664949e-01 3.26471942e-01 2.48680186e-01 1.55869307e-01
-4.65570302e-01 7.81152370e-02 -2.34239689e-01 1.63144288e-01
2.45683561e-01 8.58802737e-02]
[ -7.36756085e-02 2.25183712e-01 2.41397146e-01 1.68437896e-02
-4.41004194e-02 1.30613236e-01 -1.04671426e-01 -1.51954977e-02
-3.25960196e-02 5.04203417e-02]
[ -9.82192872e-02 1.15258305e-03 2.50140281e-02 9.45256538e-02
-5.89415111e-02 1.15463868e-01 2.45802662e-01 2.01510998e-02
-2.73845419e-01 -9.22198828e-02]
[ -2.23699831e-01 -3.70817338e-02 -9.46225757e-02 -3.47732986e-01
1.92855325e-01 1.20365351e-01 1.13564553e-01 1.03089262e-01
-2.09779894e-01 2.91232993e-02]
[ 7.52454821e-03 -4.04881901e-01 -1.28642813e-01 -1.65098669e-01
3.82328407e-01 2.67538961e-02 1.95330287e-01 1.52129019e-01
-1.68277603e-01 -2.26086688e-01]
[ 1.23078303e-01 -2.14538875e-01 -1.50727531e-01 -8.93622447e-03
6.39008124e-03 -5.18696076e-02 7.19741052e-02 -1.52369210e-01
1.23438037e-01 -1.41951798e-01]
[ -1.15415569e-01 6.55612401e-02 2.64562292e-01 -4.43674630e-03
1.53178523e-01 8.02101160e-02 4.52569959e-02 -2.97243627e-01
-1.10225608e-01 -5.64140419e-02]
[ -3.50975071e-01 1.07913314e-02 1.33901146e-02 -2.99124322e-02
1.68228930e-01 -1.73361644e-01 2.18371935e-02 2.34027950e-01
-8.85009059e-02 7.13138452e-02]
[ 1.44899540e-01 1.54022541e-02 -2.34406277e-01 -8.26500230e-02
1.15962911e-01 -2.98202297e-01 7.31482120e-02 -1.67516739e-01
9.71893766e-04 -1.88252358e-01]
[ 2.14440707e-01 -1.83346855e-01 6.54171994e-02 -1.91049116e-02
8.38315757e-02 -3.73778494e-02 3.56567749e-02 -1.36472004e-01
1.16524745e-01 -1.75509697e-01]
[ -1.06594619e-01 -8.21835800e-02 1.21068362e-01 1.08518443e-01
4.02058087e-02 -1.13639828e-01 2.64720867e-01 -7.81704916e-02
1.82393895e-01 -5.25554086e-03]
[ -1.97361359e-02 -2.10198009e-01 1.92938851e-01 -2.70876830e-01
-7.05387094e-02 1.22989318e-01 9.88742878e-02 -1.19257927e-01
6.54278799e-03 2.02339844e-01]]
[[ 0.63972533]
[ 1.67875708]
[ 0.25683518]
[ 0.90051729]
[-2.7285478 ]
[-0.26074641]
[-1.67927421]
[ 0.07803501]
[ 0.71551583]
[ 0.89775366]]
Progress: 38.2% ... Training loss: 0.274 ... Validation loss: 0.451[[ 1.60827216e-01 2.27508320e-01 -1.05568661e-01 1.07183179e-01
-5.23865225e-01 -7.07411913e-02 -6.52386961e-02 1.21402311e-01
-5.95286664e-02 1.89149088e-01]
[ 1.50729040e-02 1.52022945e-01 -1.89435925e-02 4.73559559e-02
8.07411442e-02 -7.10134286e-03 3.13154109e-01 4.13260767e-02
1.42797596e-01 -2.65506643e-02]
[ 1.91707072e-01 7.42644751e-01 1.14676394e-02 -4.31664779e-02
5.73461905e-01 -2.22416858e-02 -8.32246882e-01 -4.06913202e-02
5.41913924e-02 2.82633218e-01]
[ 2.75010530e-02 -3.53954072e-01 -2.06121982e-01 1.40331009e-01
2.82635420e-04 1.38076701e-01 1.81949729e-01 6.16009562e-02
9.85776810e-02 2.52390498e-01]
[ -1.93838250e-02 1.00037617e-01 -1.48744472e-01 4.11136361e-02
-2.63595927e-02 -1.80213181e-01 6.19522507e-02 -1.18233691e-01
-1.93148179e-01 -4.16027792e-02]
[ -3.82933448e-01 -6.26440935e-01 -2.95844686e-01 1.65842314e-01
-6.25972263e-02 3.90179501e-02 3.19808685e-01 -3.75539836e-02
-1.66819721e-02 -1.28365561e-02]
[ -5.51998770e-03 -2.22078506e-01 9.42454280e-03 9.00706794e-02
-4.38118537e-03 -7.10001354e-02 1.80706962e-01 -1.90827974e-01
1.95491064e-01 3.31056206e-02]
[ 1.02295428e-01 -2.72415807e-01 3.03716952e-02 -8.37082533e-02
7.98361515e-02 -4.50105143e-02 9.88704385e-02 1.18036468e-01
7.01884304e-02 -3.48337662e-02]
[ -1.69548523e-01 -1.33319900e-01 -3.01016961e-01 -1.35567412e-02
-3.41590482e-02 6.69565013e-02 -1.50190304e-01 -2.86415136e-02
2.68401709e-01 -1.25352044e-01]
[ 4.74303019e-02 -3.98383610e-01 8.59643716e-02 2.00034796e-02
-9.77876622e-02 -1.16167117e-01 1.98002046e-01 -1.05699432e-01
1.49716380e-02 9.41579919e-02]
[ -8.63902727e-02 -8.06370973e-02 7.45627881e-04 -1.43663772e-01
-3.26526793e-02 1.74122188e-02 2.04591172e-01 -1.02941684e-01
-1.26244130e-02 -1.25986199e-01]
[ -1.22037010e-01 -1.77860934e-01 -7.06375073e-02 6.14629196e-04
3.73041005e-01 1.01127646e-01 1.31719825e-01 -1.62587331e-02
-1.70282692e-01 -2.14529732e-01]
[ -1.57866226e-01 3.24191308e-03 6.14860080e-02 2.04600816e-02
-1.70130600e-01 -2.19301952e-01 -1.76195984e-01 -1.97139230e-01
8.57553168e-02 1.72577546e-01]
[ -2.69712830e-01 -3.28035557e-01 1.00539824e-01 2.30993877e-01
-1.16748547e-01 -6.96329659e-02 7.23706033e-02 -2.59234902e-01
-2.57637506e-01 -6.88687674e-02]
[ 1.03489618e-01 -1.82321403e-01 -2.17022338e-02 1.19475242e-01
-4.89619383e-02 -8.84684428e-02 2.33761939e-01 3.09315253e-03
2.77273958e-02 5.59265038e-03]
[ 4.09896785e-02 -9.24309026e-02 -2.08976520e-01 1.57533639e-01
-7.19638144e-02 8.15517876e-02 -4.62130853e-02 -1.94367469e-02
-8.48021808e-02 1.03027354e-03]
[ -1.22157486e-01 -8.24631965e-02 -2.02528911e-01 1.55713822e-01
1.04473848e-02 1.34523014e-01 1.49475300e-02 -2.50563596e-01
7.01864667e-02 -1.98383012e-01]
[ -6.88416114e-02 -4.58132602e-02 2.75441839e-01 9.96255232e-02
1.19681429e-01 -6.12393844e-02 -1.18477997e-01 1.20635348e-01
7.45868756e-02 3.56695716e-02]
[ 5.93982057e-02 -1.88122841e-02 8.84350027e-02 8.99213111e-02
4.13147258e-02 -1.74228961e-02 2.16899100e-01 1.20534055e-01
-2.60186049e-02 -5.91504574e-02]
[ 6.88243948e-03 -1.55260165e-01 -2.92703579e-01 -5.50482606e-02
1.56242367e-01 -9.12651517e-02 1.57209016e-01 1.62855337e-01
1.05197072e-01 -3.31015630e-02]
[ 5.19714426e-02 -1.78082751e-02 -1.14731566e-01 4.98849130e-02
-1.15894510e-01 3.19963910e-01 2.60441082e-01 2.05108796e-01
-1.55747600e-01 -5.66466231e-02]
[ 9.96734973e-04 -1.07525150e-02 1.22541081e-01 1.04743385e-01
6.74803470e-03 1.05671065e-01 -1.12333922e-01 -4.18260751e-02
2.12784376e-01 7.85384260e-02]
[ 1.19190599e-01 9.60606503e-02 -4.15149333e-02 -8.54531041e-02
-1.28407438e-01 -3.33586902e-01 9.80687621e-02 9.54215524e-03
1.52693978e-01 1.01664836e-01]
[ -1.02645048e-01 -2.99290703e-02 -1.62327360e-02 2.08663811e-02
2.98462872e-03 -2.03648767e-01 -6.91146303e-02 -2.01524045e-02
1.50994146e-02 1.25410829e-01]
[ -1.55321590e-01 -1.12878738e-01 -2.01527112e-01 -1.50334293e-02
-2.79563899e-01 -1.26961791e-03 3.77242148e-02 -2.47966880e-02
-5.74689148e-03 4.79561971e-02]
[ -3.18874635e-02 -1.15450772e-01 -7.54835579e-02 -1.28272133e-01
5.33331457e-01 2.76193826e-01 5.85500888e-01 1.12910175e-01
-1.82928635e-01 -3.79857881e-01]
[ -1.99229721e-02 -4.20108579e-01 -3.17149069e-02 -7.73677646e-02
6.72333405e-01 1.01978770e-01 5.51633019e-01 9.10616308e-02
2.64050108e-02 -3.90481242e-01]
[ 9.16086504e-03 -4.73845101e-01 -4.42043940e-02 -1.09419872e-01
6.82141132e-01 2.40117446e-02 5.17477602e-01 4.84450266e-02
-3.65966175e-01 -2.21965916e-01]
[ -1.73341233e-01 -6.16422494e-01 -1.03639651e-02 -2.05688042e-01
7.76770180e-01 -9.02743580e-02 6.42568112e-01 -8.31571219e-02
-6.94912540e-02 8.22364444e-02]
[ -2.95441586e-01 -4.28716645e-01 5.57976859e-02 -4.63761972e-02
9.09450708e-01 1.41688327e-01 4.43598843e-01 4.76735994e-02
-8.78862870e-02 -1.35161000e-01]
[ -2.06021562e-01 -3.20325533e-01 2.51680171e-01 -2.41742071e-01
6.61879599e-01 -4.49130943e-02 7.03217766e-01 1.31123533e-02
-2.56373472e-01 -2.65078343e-02]
[ -1.33451040e-01 -2.34335782e-01 -1.82011446e-01 -1.04553870e-01
4.96368423e-01 -2.29260703e-01 1.89115467e-01 1.68572518e-01
-1.16832802e-02 -1.21816887e-01]
[ 9.72874970e-02 2.24142526e-01 1.58201505e-01 -1.11104038e-01
-3.53517895e-02 5.58222990e-02 -1.25400987e-01 2.81291034e-01
6.02052169e-02 1.61877409e-01]
[ 3.59592846e-01 3.54188189e-01 -7.84349120e-02 3.26202793e-01
-9.16343269e-01 -2.91543879e-01 -5.05061394e-01 1.78455113e-01
3.94827613e-01 -1.52085470e-02]
[ 4.66263077e-02 1.29297036e-01 2.52936739e-01 2.47883417e-01
-5.63431811e-02 -1.95913041e-01 -1.75466202e-01 -1.33085099e-01
-1.40132324e-01 -2.90508552e-01]
[ 1.92281667e-02 -7.91952286e-02 -1.20463191e-01 -6.03803676e-02
2.43526882e-01 4.18520605e-02 4.97321906e-03 -1.85255776e-01
2.86972411e-02 2.01204067e-01]
[ 1.24649235e-03 -5.18080208e-02 -6.71701324e-02 -5.16850955e-02
-2.52099152e-02 -1.77540118e-01 8.42375494e-02 9.89548951e-03
3.66409206e-02 4.04144715e-03]
[ 2.95452285e-02 8.00236115e-02 2.44090089e-01 7.38593110e-02
-2.29922965e-01 -1.35513136e-01 1.03592401e-01 3.95251227e-02
-1.85942108e-01 1.06444162e-01]
[ 7.45915225e-02 4.30390049e-02 1.08303507e-01 1.00472585e-02
-2.47876381e-01 6.75149541e-02 5.23764274e-02 -2.70748809e-01
-1.55762887e-02 -8.58443346e-02]
[ -1.51036609e-02 8.87035139e-02 8.25522479e-02 -3.75713075e-02
-3.06888910e-02 1.82331777e-01 1.03266567e-01 1.17702370e-01
-2.76215256e-02 1.64419318e-01]
[ 2.27978972e-01 9.12574493e-02 3.14897194e-02 9.06510079e-02
3.66037717e-03 -2.63634734e-02 -1.87602134e-01 1.49205358e-01
-4.69894010e-02 -1.06584689e-02]
[ 4.44969378e-02 6.52037633e-03 1.76800303e-02 4.34378915e-02
-4.23133549e-01 -1.23635570e-01 -2.13251089e-01 4.12432364e-02
1.20615201e-01 1.94821091e-01]
[ 5.75153271e-02 5.21315654e-01 1.27489335e-01 4.34081225e-01
-1.19285074e+00 -3.06980975e-01 -6.05971993e-01 -7.09883209e-02
2.99825102e-01 3.44647133e-01]
[ 1.83070597e-01 5.10351996e-01 6.86182284e-02 4.34397142e-01
-9.66646600e-01 -8.56911219e-02 -4.51628249e-01 1.51611416e-01
2.16618001e-01 4.87144835e-01]
[ 2.58620913e-01 3.26342468e-01 2.48675640e-01 1.55903638e-01
-4.66051379e-01 7.81182828e-02 -2.34204882e-01 1.63146822e-01
2.45755170e-01 8.59299754e-02]
[ -7.32794012e-02 2.26191674e-01 2.41568991e-01 1.74409472e-02
-4.58541212e-02 1.30448821e-01 -1.05667422e-01 -1.51432477e-02
-3.21184663e-02 5.10124270e-02]
[ -9.83055824e-02 1.01659379e-03 2.49733785e-02 9.43895190e-02
-5.86590031e-02 1.15502915e-01 2.45898016e-01 2.01383880e-02
-2.73955647e-01 -9.23618840e-02]
[ -2.23574642e-01 -3.67531131e-02 -9.45790673e-02 -3.47568008e-01
1.92322557e-01 1.20314383e-01 1.13251771e-01 1.03104534e-01
-2.09642494e-01 2.92819060e-02]
[ 7.38957435e-03 -4.05252708e-01 -1.28699771e-01 -1.65300862e-01
3.82987662e-01 2.68078469e-02 1.95715888e-01 1.52112825e-01
-1.68441212e-01 -2.26293419e-01]
[ 1.23991379e-01 -2.13012509e-01 -1.50391918e-01 -7.65883305e-03
3.89425085e-03 -5.22159791e-02 7.03965184e-02 -1.52259561e-01
1.24531770e-01 -1.40537729e-01]
[ -1.15941762e-01 6.42462997e-02 2.64338047e-01 -5.20735069e-03
1.55307153e-01 8.04454644e-02 4.65665275e-02 -2.97310316e-01
-1.10846880e-01 -5.71524557e-02]
[ -3.50840417e-01 1.05109000e-02 1.34470222e-02 -2.96754725e-02
1.67624673e-01 -1.73395844e-01 2.18507284e-02 2.34056551e-01
-8.83154122e-02 7.16161671e-02]
[ 1.44824876e-01 1.50371681e-02 -2.34429229e-01 -8.27397525e-02
1.16335945e-01 -2.98182033e-01 7.33987002e-02 -1.67523381e-01
9.28479549e-04 -1.88296495e-01]
[ 2.15393728e-01 -1.81319532e-01 6.58379142e-02 -1.76327335e-02
8.01547808e-02 -3.77655357e-02 3.37350082e-02 -1.36340615e-01
1.17634929e-01 -1.74026514e-01]
[ -1.06252900e-01 -8.13580936e-02 1.21232540e-01 1.09068094e-01
3.83579492e-02 -1.13778996e-01 2.63881902e-01 -7.81219434e-02
1.82799552e-01 -4.74712927e-03]
[ -2.02968274e-02 -2.10910792e-01 1.92701483e-01 -2.71677901e-01
-7.04414005e-02 1.23249530e-01 1.00199808e-01 -1.19339575e-01
5.88208890e-03 2.01590776e-01]]
[[ 0.64510521]
[ 1.68728547]
[ 0.26241266]
[ 0.90635687]
[-2.72727831]
[-0.26014407]
[-1.67805338]
[ 0.08001505]
[ 0.71861263]
[ 0.90026764]]
Progress: 38.3% ... Training loss: 0.275 ... Validation loss: 0.446[[ 1.60670296e-01 2.27836395e-01 -1.05622144e-01 1.07077495e-01
-5.23746531e-01 -7.05873006e-02 -6.47187332e-02 1.21394060e-01
-5.96005312e-02 1.89080456e-01]
[ 1.52577383e-02 1.52472654e-01 -1.88592766e-02 4.76572313e-02
7.99856710e-02 -7.18573349e-03 3.12691391e-01 4.13522094e-02
1.43014332e-01 -2.62915507e-02]
[ 1.93413605e-01 7.46043374e-01 1.21404015e-02 -4.08779651e-02
5.69848403e-01 -2.28809781e-02 -8.36043379e-01 -4.04884388e-02
5.61742771e-02 2.84937702e-01]
[ 2.70100941e-02 -3.54494296e-01 -2.06224743e-01 1.39932632e-01
4.08933195e-04 1.38140413e-01 1.82342968e-01 6.15382207e-02
9.83855392e-02 2.51807283e-01]
[ -1.75563932e-02 1.03267864e-01 -1.48015511e-01 4.37281709e-02
-3.12440593e-02 -1.80961614e-01 5.88534588e-02 -1.17975242e-01
-1.91472651e-01 -3.90996358e-02]
[ -3.83824416e-01 -6.27890349e-01 -2.96208569e-01 1.64697152e-01
-6.12634096e-02 3.93917422e-02 3.21675156e-01 -3.76605988e-02
-1.75928164e-02 -1.40040418e-02]
[ -3.46062794e-03 -2.17913234e-01 1.02105555e-02 9.29207679e-02
-1.19190289e-02 -7.17707225e-02 1.76286588e-01 -1.90578807e-01
1.97747589e-01 3.59259591e-02]
[ 1.02937098e-01 -2.70924072e-01 3.06626364e-02 -8.27080853e-02
7.81923632e-02 -4.52673390e-02 9.77159754e-02 1.18124067e-01
7.09670474e-02 -3.38733697e-02]
[ -1.71059785e-01 -1.37255331e-01 -3.01633531e-01 -1.57511395e-02
-2.80535619e-02 6.75767428e-02 -1.46551176e-01 -2.88337012e-02
2.66977342e-01 -1.27507820e-01]
[ 4.82413001e-02 -3.95890735e-01 8.62649714e-02 2.11521361e-02
-1.01974249e-01 -1.16407310e-01 1.95941751e-01 -1.05597888e-01
1.59588400e-02 9.53242183e-02]
[ -8.61512681e-02 -8.10302964e-02 8.47023317e-04 -1.43285083e-01
-3.32362936e-02 1.73042250e-02 2.04647622e-01 -1.02914433e-01
-1.20624412e-02 -1.25685898e-01]
[ -1.22788214e-01 -1.79688449e-01 -7.09430013e-02 -4.02020527e-04
3.76068878e-01 1.01442455e-01 1.33654433e-01 -1.63495660e-02
-1.71131934e-01 -2.15538786e-01]
[ -1.57866226e-01 3.24191308e-03 6.14860080e-02 2.04600816e-02
-1.70130600e-01 -2.19301952e-01 -1.76195984e-01 -1.97139230e-01
8.57553168e-02 1.72577546e-01]
[ -2.70011394e-01 -3.28785582e-01 1.00424761e-01 2.30610844e-01
-1.16282113e-01 -6.95152243e-02 7.31539421e-02 -2.59268698e-01
-2.57962301e-01 -6.92392341e-02]
[ 1.03307258e-01 -1.82098399e-01 -2.17668401e-02 1.19321242e-01
-4.93166276e-02 -8.83872526e-02 2.33790975e-01 3.07352136e-03
2.76034751e-02 5.40470799e-03]
[ 4.09528166e-02 -9.25496541e-02 -2.08995327e-01 1.57437945e-01
-7.15957666e-02 8.15718854e-02 -4.59733606e-02 -1.94404149e-02
-8.48444979e-02 9.38055955e-04]
[ -1.21339939e-01 -8.07028591e-02 -2.02213173e-01 1.56866303e-01
7.05961981e-03 1.34188372e-01 1.30698827e-02 -2.50471096e-01
7.10860115e-02 -1.97325210e-01]
[ -6.79580360e-02 -4.44117242e-02 2.75759247e-01 1.00870904e-01
1.16462901e-01 -6.15384304e-02 -1.20117860e-01 1.20748575e-01
7.55657117e-02 3.69627736e-02]
[ 5.98450134e-02 -1.76799369e-02 8.86181973e-02 9.05393159e-02
3.96310638e-02 -1.76011851e-02 2.15730592e-01 1.20585994e-01
-2.55187168e-02 -5.85307313e-02]
[ 6.09680296e-03 -1.57094759e-01 -2.93043857e-01 -5.62363692e-02
1.59550023e-01 -9.09520135e-02 1.58944678e-01 1.62752986e-01
1.04285261e-01 -3.42455241e-02]
[ 5.20331248e-02 -1.76956463e-02 -1.14715891e-01 4.99399492e-02
-1.15962444e-01 3.19949844e-01 2.60316052e-01 2.05112295e-01
-1.55708443e-01 -5.65668479e-02]
[ 1.40136550e-03 -1.00562672e-02 1.22765977e-01 1.05503848e-01
5.62901710e-03 1.05511966e-01 -1.12841465e-01 -4.17609750e-02
2.13609079e-01 7.91825301e-02]
[ 1.18807360e-01 9.50806974e-02 -4.16684839e-02 -8.59984206e-02
-1.26962027e-01 -3.33447285e-01 9.89457794e-02 9.49594722e-03
1.52303045e-01 1.01153877e-01]
[ -1.02840521e-01 -3.05483527e-02 -1.63188378e-02 2.05413074e-02
4.24061269e-03 -2.03550929e-01 -6.84990670e-02 -2.01798404e-02
1.48275461e-02 1.25076300e-01]
[ -1.55754899e-01 -1.13630072e-01 -2.01709116e-01 -1.56628746e-02
-2.78318165e-01 -1.08747720e-03 3.86932257e-02 -2.48519007e-02
-6.22344316e-03 4.73591381e-02]
[ -3.16698278e-02 -1.14995367e-01 -7.54064299e-02 -1.27972121e-01
5.32537006e-01 2.76106462e-01 5.85099297e-01 1.12936369e-01
-1.82684517e-01 -3.79562718e-01]
[ -1.98672551e-02 -4.20166933e-01 -3.16925453e-02 -7.72838075e-02
6.72106465e-01 1.01958428e-01 5.51667554e-01 9.10695100e-02
2.64657444e-02 -3.90392969e-01]
[ 9.13128710e-03 -4.73885837e-01 -4.42155847e-02 -1.09460300e-01
6.82296484e-01 2.40230432e-02 5.17557080e-01 4.84415268e-02
-3.65996764e-01 -2.21993857e-01]
[ -1.73464812e-01 -6.16710345e-01 -1.04156713e-02 -2.05870639e-01
7.77273887e-01 -9.02217131e-02 6.42867183e-01 -8.31732404e-02
-6.96371393e-02 8.20618471e-02]
[ -2.95632870e-01 -4.29230921e-01 5.57228869e-02 -4.66312766e-02
9.10219569e-01 1.41763325e-01 4.44084994e-01 4.76515539e-02
-8.80739431e-02 -1.35411963e-01]
[ -2.06097147e-01 -3.20556854e-01 2.51648158e-01 -2.41849333e-01
6.62184782e-01 -4.48821093e-02 7.03408124e-01 1.31032983e-02
-2.56461816e-01 -2.65952348e-02]
[ -1.33434304e-01 -2.34490164e-01 -1.81994812e-01 -1.04484511e-01
4.96460589e-01 -2.29289959e-01 1.89209187e-01 1.68575482e-01
-1.16469721e-02 -1.21781229e-01]
[ 9.72400609e-02 2.24004046e-01 1.58187725e-01 -1.11158792e-01
-3.50329281e-02 5.58438069e-02 -1.25211256e-01 2.81288791e-01
6.01737395e-02 1.61861813e-01]
[ 3.59264057e-01 3.53921873e-01 -7.85178553e-02 3.25930785e-01
-9.16155514e-01 -2.91433304e-01 -5.04669602e-01 1.78427781e-01
3.94842475e-01 -1.55468054e-02]
[ 4.66716203e-02 1.29397711e-01 2.52954187e-01 2.47924882e-01
-5.66662067e-02 -1.95939327e-01 -1.75628181e-01 -1.33080606e-01
-1.40100280e-01 -2.90454706e-01]
[ 1.98907824e-02 -7.76358046e-02 -1.20202249e-01 -5.94628096e-02
2.40789640e-01 4.15788748e-02 3.22973801e-03 -1.85184773e-01
2.93994223e-02 2.02050073e-01]
[ 1.50855499e-03 -5.14119175e-02 -6.70735818e-02 -5.13543455e-02
-2.61390204e-02 -1.77643184e-01 8.35989695e-02 9.92496879e-03
3.68696477e-02 4.36753236e-03]
[ 2.97488068e-02 8.08017719e-02 2.44169134e-01 7.41578842e-02
-2.30978052e-01 -1.35582871e-01 1.02838960e-01 3.95461692e-02
-1.85699915e-01 1.06748595e-01]
[ 7.39083445e-02 4.14034905e-02 1.08006455e-01 9.02248792e-03
-2.45108747e-01 6.78013108e-02 5.40642126e-02 -2.70831134e-01
-1.63873713e-02 -8.68500871e-02]
[ -1.53678025e-02 8.80241965e-02 8.24396431e-02 -3.79672421e-02
-2.94867958e-02 1.82440396e-01 1.04058166e-01 1.17667639e-01
-2.79348743e-02 1.64028597e-01]
[ 2.27889704e-01 9.10508324e-02 3.14221845e-02 9.04726578e-02
4.23684337e-03 -2.63087147e-02 -1.87276076e-01 1.49189787e-01
-4.71265299e-02 -1.08374595e-02]
[ 4.46613768e-02 6.85551178e-03 1.77471824e-02 4.36663810e-02
-4.23709870e-01 -1.23697118e-01 -2.13644713e-01 4.12634042e-02
1.20798137e-01 1.95051495e-01]
[ 5.90169141e-02 5.24506096e-01 1.28112274e-01 4.36261873e-01
-1.19760881e+00 -3.07502577e-01 -6.09026021e-01 -7.07947968e-02
3.01554874e-01 3.46762857e-01]
[ 1.82375533e-01 5.08567270e-01 6.83284673e-02 4.33398990e-01
-9.64573419e-01 -8.54024664e-02 -4.49892672e-01 1.51520637e-01
2.15848774e-01 4.86211529e-01]
[ 2.58345532e-01 3.25808978e-01 2.48561732e-01 1.55509177e-01
-4.65331116e-01 7.82306679e-02 -2.33532128e-01 1.63112013e-01
2.45477207e-01 8.55480476e-02]
[ -7.32555328e-02 2.26505245e-01 2.41571391e-01 1.74460590e-02
-4.60542942e-02 1.30446988e-01 -1.05842322e-01 -1.51427249e-02
-3.21060674e-02 5.10109050e-02]
[ -9.85131907e-02 4.80982162e-04 2.48864196e-02 9.40890416e-02
-5.79284921e-02 1.15585234e-01 2.46417976e-01 2.01133988e-02
-2.74158589e-01 -9.26516086e-02]
[ -2.23553812e-01 -3.67372483e-02 -9.45771746e-02 -3.47545585e-01
1.92380566e-01 1.20306673e-01 1.13216681e-01 1.03108289e-01
-2.09611696e-01 2.93024261e-02]
[ 7.52488459e-03 -4.05058338e-01 -1.28633510e-01 -1.65064237e-01
3.82385701e-01 2.67412968e-02 1.95504797e-01 1.52133256e-01
-1.68262709e-01 -2.26075358e-01]
[ 1.23933036e-01 -2.13467796e-01 -1.50424327e-01 -7.77137643e-03
3.51030021e-03 -5.21444117e-02 7.04369075e-02 -1.52282573e-01
1.24759954e-01 -1.40660952e-01]
[ -1.15767462e-01 6.43396504e-02 2.64422096e-01 -4.87831433e-03
1.54513932e-01 8.03507589e-02 4.63144993e-02 -2.97273044e-01
-1.10607227e-01 -5.68509847e-02]
[ -3.50709932e-01 1.10138139e-02 1.34929754e-02 -2.95204142e-02
1.67364731e-01 -1.73447364e-01 2.14400779e-02 2.34070635e-01
-8.82031116e-02 7.18087048e-02]
[ 1.45411739e-01 1.62776948e-02 -2.34163097e-01 -8.18882576e-02
1.14907994e-01 -2.98390916e-01 7.26186943e-02 -1.67436826e-01
1.59094556e-03 -1.87477109e-01]
[ 2.15024098e-01 -1.82182542e-01 6.56727271e-02 -1.81925138e-02
8.17025263e-02 -3.76196896e-02 3.44398986e-02 -1.36388801e-01
1.17215047e-01 -1.74558446e-01]
[ -1.06317910e-01 -8.17446483e-02 1.21189387e-01 1.08961467e-01
3.90802404e-02 -1.13708661e-01 2.64208997e-01 -7.81316526e-02
1.82693458e-01 -4.81668116e-03]
[ -2.03966926e-02 -2.10770570e-01 1.92642598e-01 -2.71723844e-01
-7.15887005e-02 1.23283512e-01 1.00500881e-01 -1.19358616e-01
5.86539252e-03 2.01459560e-01]]
[[ 0.64745433]
[ 1.69127511]
[ 0.26502585]
[ 0.90809923]
[-2.72605177]
[-0.26083667]
[-1.67937486]
[ 0.07946827]
[ 0.72019937]
[ 0.9025935 ]]
Progress: 38.4% ... Training loss: 0.276 ... Validation loss: 0.444[[ 1.61835036e-01 2.30962945e-01 -1.05104461e-01 1.08815886e-01
-5.28413193e-01 -7.10727297e-02 -6.74213383e-02 1.21533763e-01
-5.82425938e-02 1.90548385e-01]
[ 1.57026377e-02 1.53538807e-01 -1.86566389e-02 4.83340922e-02
7.84771562e-02 -7.38119054e-03 3.11943706e-01 4.14068863e-02
1.43508916e-01 -2.56953863e-02]
[ 1.94275589e-01 7.49028812e-01 1.25750704e-02 -4.02084394e-02
5.69648725e-01 -2.31183548e-02 -8.39523377e-01 -4.03826005e-02
5.69458970e-02 2.85568175e-01]
[ 2.76054590e-02 -3.54986607e-01 -2.05994630e-01 1.40889527e-01
1.51332942e-05 1.37910778e-01 1.83063311e-01 6.15955259e-02
9.93881407e-02 2.52787007e-01]
[ -1.54656615e-02 1.07676025e-01 -1.47061796e-01 4.71518502e-02
-4.27212361e-02 -1.81950588e-01 5.54964253e-02 -1.17650528e-01
-1.88896276e-01 -3.62472059e-02]
[ -3.83116650e-01 -6.26764803e-01 -2.95912466e-01 1.65816772e-01
-6.45726101e-02 3.90664158e-02 3.20652221e-01 -3.75819300e-02
-1.68623612e-02 -1.30317056e-02]
[ -5.65555599e-03 -2.22904737e-01 9.31759631e-03 8.98725274e-02
-5.29317364e-03 -7.08650263e-02 1.81523169e-01 -1.90840783e-01
1.95389559e-01 3.28028470e-02]
[ 1.03626824e-01 -2.69179356e-01 3.09790018e-02 -8.18418864e-02
7.50319604e-02 -4.55190067e-02 9.60805821e-02 1.18206632e-01
7.16731307e-02 -3.32384529e-02]
[ -1.70436453e-01 -1.35779634e-01 -3.01377211e-01 -1.48771015e-02
-3.17800707e-02 6.73149639e-02 -1.47887671e-01 -2.87532725e-02
2.67655514e-01 -1.26725384e-01]
[ 4.80986655e-02 -3.95610936e-01 8.62089752e-02 2.08477776e-02
-1.04769517e-01 -1.16324437e-01 1.95809446e-01 -1.05616234e-01
1.56255610e-02 9.46063718e-02]
[ -8.58954375e-02 -8.08769526e-02 9.91113160e-04 -1.42804209e-01
-3.48374912e-02 1.71925960e-02 2.04997682e-01 -1.02888744e-01
-1.16921495e-02 -1.25382806e-01]
[ -1.23075514e-01 -1.80767136e-01 -7.10552661e-02 -7.66919395e-04
3.76895087e-01 1.01538134e-01 1.34678435e-01 -1.63772206e-02
-1.71412267e-01 -2.15857454e-01]
[ -1.57866226e-01 3.24191308e-03 6.14860080e-02 2.04600816e-02
-1.70130600e-01 -2.19301952e-01 -1.76195984e-01 -1.97139230e-01
8.57553168e-02 1.72577546e-01]
[ -2.69694105e-01 -3.28042158e-01 1.00539071e-01 2.31134024e-01
-1.18605170e-01 -6.96587777e-02 7.25552358e-02 -2.59238292e-01
-2.57665375e-01 -6.88111799e-02]
[ 1.03561643e-01 -1.81574735e-01 -2.16527024e-02 1.19666158e-01
-4.93625358e-02 -8.85028444e-02 2.33327503e-01 3.10098130e-03
2.78591082e-02 5.77605592e-03]
[ 4.07346476e-02 -9.31828044e-02 -2.09069390e-01 1.57213100e-01
-7.12939079e-02 8.16575762e-02 -4.53048095e-02 -1.94650945e-02
-8.50691000e-02 5.58375834e-04]
[ -1.22643891e-01 -8.41264605e-02 -2.02745580e-01 1.55084009e-01
1.06882161e-02 1.34693619e-01 1.65222575e-02 -2.50620308e-01
6.97163430e-02 -1.99139290e-01]
[ -6.85055679e-02 -4.55109052e-02 2.75530878e-01 1.00128400e-01
1.18493344e-01 -6.13172535e-02 -1.18830123e-01 1.20679997e-01
7.49988693e-02 3.62367251e-02]
[ 5.95023850e-02 -1.83887222e-02 8.84737808e-02 8.99102523e-02
4.09243078e-02 -1.74008187e-02 2.16284951e-01 1.20536450e-01
-2.60017239e-02 -5.91159646e-02]
[ 6.93866954e-03 -1.54871795e-01 -2.92672953e-01 -5.50024414e-02
1.56305813e-01 -9.13089884e-02 1.56898485e-01 1.62863500e-01
1.05271703e-01 -3.30933981e-02]
[ 5.18530969e-02 -1.79599115e-02 -1.14774081e-01 4.96609818e-02
-1.15934534e-01 3.20020754e-01 2.60365838e-01 2.05086682e-01
-1.55941237e-01 -5.69156952e-02]
[ 1.98233587e-03 -8.81385058e-03 1.22994709e-01 1.06258077e-01
3.43153762e-03 1.05298481e-01 -1.13705173e-01 -4.16906314e-02
2.14190887e-01 7.98286529e-02]
[ 1.19668688e-01 9.70995938e-02 -4.13267801e-02 -8.47951468e-02
-1.30496390e-01 -3.33784229e-01 9.69112473e-02 9.60400276e-03
1.53235156e-01 1.02278850e-01]
[ -1.03096546e-01 -3.13099053e-02 -1.63993085e-02 2.02017253e-02
4.84092573e-03 -2.03477254e-01 -6.77946132e-02 -2.02068729e-02
1.45993795e-02 1.24746216e-01]
[ -1.55936509e-01 -1.14136445e-01 -2.01785158e-01 -1.59135272e-02
-2.78425768e-01 -1.01106988e-03 3.92243330e-02 -2.48743331e-02
-6.41460232e-03 4.70870657e-02]
[ -3.15902154e-02 -1.14879379e-01 -7.53760336e-02 -1.27863172e-01
5.32175239e-01 2.76073140e-01 5.84976155e-01 1.12946525e-01
-1.82594793e-01 -3.79451046e-01]
[ -1.96482959e-02 -4.20214459e-01 -3.15943029e-02 -7.69216437e-02
6.70849599e-01 1.01848878e-01 5.51647220e-01 9.11004288e-02
2.67900547e-02 -3.90069824e-01]
[ 9.28708476e-03 -4.73573298e-01 -4.41445970e-02 -1.09216755e-01
6.81578791e-01 2.39543369e-02 5.17393862e-01 4.84615046e-02
-3.65825672e-01 -2.21802288e-01]
[ -1.73570324e-01 -6.17006980e-01 -1.04600820e-02 -2.06015806e-01
7.77694433e-01 -9.01790568e-02 6.43139500e-01 -8.31863354e-02
-6.97589867e-02 8.19429860e-02]
[ -2.95631786e-01 -4.29370563e-01 5.57466693e-02 -4.65547187e-02
9.09868809e-01 1.41733759e-01 4.44281293e-01 4.76585174e-02
-8.80337788e-02 -1.35361512e-01]
[ -2.06287720e-01 -3.20971129e-01 2.51564071e-01 -2.42137136e-01
6.63009682e-01 -4.47991020e-02 7.03789650e-01 1.30774395e-02
-2.56696838e-01 -2.68813821e-02]
[ -1.33646539e-01 -2.34950448e-01 -1.82081113e-01 -1.04789124e-01
4.97214104e-01 -2.29203742e-01 1.89772970e-01 1.68548795e-01
-1.18737081e-02 -1.22074900e-01]
[ 9.79257899e-02 2.25631646e-01 1.58486890e-01 -1.10127401e-01
-3.77636244e-02 5.55634348e-02 -1.26837173e-01 2.81377408e-01
6.09748100e-02 1.62840281e-01]
[ 3.59829562e-01 3.55088351e-01 -7.82641516e-02 3.26746116e-01
-9.18122261e-01 -2.91654717e-01 -5.05810776e-01 1.78494780e-01
3.95518674e-01 -1.47305940e-02]
[ 4.67246815e-02 1.29270974e-01 2.52962108e-01 2.47945351e-01
-5.68482074e-02 -1.95960204e-01 -1.75685717e-01 -1.33076797e-01
-1.40054583e-01 -2.90444842e-01]
[ 1.92782387e-02 -7.90341895e-02 -1.20448149e-01 -6.03480499e-02
2.43129704e-01 4.18300962e-02 4.65606770e-03 -1.85260319e-01
2.86887471e-02 2.01194614e-01]
[ 1.85767816e-03 -5.04661187e-02 -6.69380451e-02 -5.08837184e-02
-2.74974514e-02 -1.77775137e-01 8.26819044e-02 9.96732145e-03
3.72329277e-02 4.75988203e-03]
[ 2.96268587e-02 8.05091783e-02 2.44127744e-01 7.40294699e-02
-2.30695485e-01 -1.35584995e-01 1.03110243e-01 3.95439357e-02
-1.85802708e-01 1.06581460e-01]
[ 7.37474994e-02 4.08692912e-02 1.07943535e-01 8.71531517e-03
-2.43828580e-01 6.78822243e-02 5.43994598e-02 -2.70866221e-01
-1.66929103e-02 -8.71359122e-02]
[ -1.45994676e-02 8.97563841e-02 8.27582993e-02 -3.68899290e-02
-3.28151450e-02 1.82136034e-01 1.02226869e-01 1.17763837e-01
-2.70861829e-02 1.65111091e-01]
[ 2.27657418e-01 9.08642265e-02 3.13517758e-02 9.01028579e-02
4.85014012e-03 -2.62086922e-02 -1.87076186e-01 1.49161418e-01
-4.74028887e-02 -1.11787438e-02]
[ 4.49948831e-02 7.79077810e-03 1.78802172e-02 4.41205232e-02
-4.24842035e-01 -1.23832096e-01 -2.14578526e-01 4.13029605e-02
1.21148584e-01 1.95489786e-01]
[ 5.82372483e-02 5.22639335e-01 1.27794200e-01 4.35168236e-01
-1.19624309e+00 -3.07155223e-01 -6.06759995e-01 -7.08865574e-02
3.00681343e-01 3.45400998e-01]
[ 1.81197865e-01 5.05971244e-01 6.78314692e-02 4.31840493e-01
-9.62123178e-01 -8.49235566e-02 -4.47005006e-01 1.51370783e-01
2.14583726e-01 4.84550900e-01]
[ 2.58594729e-01 3.26417918e-01 2.48654733e-01 1.55859126e-01
-4.66205540e-01 7.81293121e-02 -2.34116775e-01 1.63142489e-01
2.45736586e-01 8.58986932e-02]
[ -7.31458022e-02 2.26881915e-01 2.41609054e-01 1.75871312e-02
-4.64546893e-02 1.30409168e-01 -1.06152528e-01 -1.51308575e-02
-3.19986225e-02 5.11509058e-02]
[ -9.86843728e-02 1.33250998e-04 2.48078849e-02 9.38227744e-02
-5.72054785e-02 1.15662748e-01 2.46781597e-01 2.00918861e-02
-2.74369913e-01 -9.29046612e-02]
[ -2.23664021e-01 -3.69754888e-02 -9.46313265e-02 -3.47722498e-01
1.92840339e-01 1.20354004e-01 1.13475808e-01 1.03093821e-01
-2.09742710e-01 2.91226222e-02]
[ 7.65580925e-03 -4.04579708e-01 -1.28576593e-01 -1.64880607e-01
3.81961938e-01 2.66894715e-02 1.95031788e-01 1.52149524e-01
-1.68123638e-01 -2.25890216e-01]
[ 1.23299507e-01 -2.15116491e-01 -1.50671884e-01 -8.47609649e-03
3.14896307e-03 -5.19106793e-02 7.21269821e-02 -1.52355628e-01
1.24198657e-01 -1.41475461e-01]
[ -1.15877724e-01 6.41191780e-02 2.64418120e-01 -4.97201322e-03
1.54815093e-01 8.03739179e-02 4.67880826e-02 -2.97282930e-01
-1.10763943e-01 -5.70486380e-02]
[ -3.49452319e-01 1.38007241e-02 1.39703420e-02 -2.79821838e-02
1.63726621e-01 -1.73868595e-01 1.89459364e-02 2.34206315e-01
-8.70095538e-02 7.31581501e-02]
[ 1.43558198e-01 1.15704531e-02 -2.34915645e-01 -8.45264728e-02
1.21994381e-01 -2.97692115e-01 7.73483399e-02 -1.67655660e-01
-4.53606860e-04 -1.90041657e-01]
[ 2.13852854e-01 -1.84526982e-01 6.51886326e-02 -1.99437770e-02
8.57802450e-02 -3.70955920e-02 3.68924407e-02 -1.36539546e-01
1.15795160e-01 -1.76370629e-01]
[ -1.06239957e-01 -8.15084052e-02 1.21241424e-01 1.09151523e-01
3.83537917e-02 -1.13761327e-01 2.63929680e-01 -7.81187103e-02
1.82845553e-01 -4.65611525e-03]
[ -1.81377875e-02 -2.05518418e-01 1.93577201e-01 -2.68452616e-01
-8.18983287e-02 1.22344542e-01 9.51702509e-02 -1.19075031e-01
8.45887200e-03 2.04605020e-01]]
[[ 0.64571095]
[ 1.69110458]
[ 0.26415701]
[ 0.90539891]
[-2.72667766]
[-0.26100905]
[-1.67999001]
[ 0.0813613 ]
[ 0.71843689]
[ 0.90341253]]
Progress: 38.4% ... Training loss: 0.277 ... Validation loss: 0.444[[ 1.58590419e-01 2.22934423e-01 -1.06491431e-01 1.04010983e-01
-5.15543607e-01 -6.97045708e-02 -5.95681780e-02 1.21116425e-01
-6.18580824e-02 1.86112300e-01]
[ 1.53388167e-02 1.52623680e-01 -1.88010874e-02 4.78300540e-02
7.97865213e-02 -7.23368859e-03 3.12709613e-01 4.13614890e-02
1.43111226e-01 -2.61938335e-02]
[ 1.92756263e-01 7.44777734e-01 1.18413689e-02 -4.28445969e-02
5.77000367e-01 -2.24205048e-02 -8.35535716e-01 -4.06020010e-02
5.49537456e-02 2.83244315e-01]
[ 2.57219693e-02 -3.61001410e-01 -2.06775153e-01 1.38228102e-01
7.56067108e-03 1.38748438e-01 1.89724025e-01 6.13479709e-02
9.74387940e-02 2.50294703e-01]
[ -1.36100888e-02 1.12794882e-01 -1.46228521e-01 4.98451003e-02
-4.92664857e-02 -1.82739127e-01 4.98193161e-02 -1.17394854e-01
-1.86976028e-01 -3.35213347e-02]
[ -3.82474191e-01 -6.25671289e-01 -2.95659908e-01 1.66701597e-01
-6.72665142e-02 3.88076331e-02 3.19397328e-01 -3.74993838e-02
-1.61296610e-02 -1.22784530e-02]
[ -7.34373312e-03 -2.27228513e-01 8.62307129e-03 8.74998158e-02
6.84775309e-04 -7.01591179e-02 1.85988474e-01 -1.91056819e-01
1.93572865e-01 3.05545462e-02]
[ 1.02282814e-01 -2.73001066e-01 3.03420257e-02 -8.40268276e-02
8.01118681e-02 -4.49289875e-02 9.95298979e-02 1.18020167e-01
6.99589261e-02 -3.51522880e-02]
[ -1.71868091e-01 -1.39151961e-01 -3.01955376e-01 -1.69055591e-02
-2.64800958e-02 6.78966544e-02 -1.44260992e-01 -2.89329221e-02
2.66328513e-01 -1.28740102e-01]
[ 4.55312362e-02 -4.02502031e-01 8.50619940e-02 1.68800167e-02
-9.55699985e-02 -1.15216527e-01 2.02500174e-01 -1.05957988e-01
1.28189468e-02 9.09638598e-02]
[ -8.74096350e-02 -8.46270655e-02 3.78870772e-04 -1.44936558e-01
-2.91069613e-02 1.78004062e-02 2.08699340e-01 -1.03080784e-01
-1.33208233e-02 -1.27518106e-01]
[ -1.22815253e-01 -1.80550226e-01 -7.09531499e-02 -3.68094244e-04
3.75628965e-01 1.01441249e-01 1.34572455e-01 -1.63430321e-02
-1.71102179e-01 -2.15503244e-01]
[ -1.57866226e-01 3.24191308e-03 6.14860080e-02 2.04600816e-02
-1.70130600e-01 -2.19301952e-01 -1.76195984e-01 -1.97139230e-01
8.57553168e-02 1.72577546e-01]
[ -2.69617029e-01 -3.27944645e-01 1.00568793e-01 2.31215844e-01
-1.18745095e-01 -6.96821289e-02 7.24560923e-02 -2.59228450e-01
-2.57587393e-01 -6.87290813e-02]
[ 1.03449719e-01 -1.81979939e-01 -2.17035027e-02 1.19547714e-01
-4.96437062e-02 -8.84784241e-02 2.33581940e-01 3.09023407e-03
2.77750220e-02 5.68053533e-03]
[ 4.05218963e-02 -9.34348445e-02 -2.09138412e-01 1.56921312e-01
-7.03279896e-02 8.17525200e-02 -4.49272721e-02 -1.94927763e-02
-8.53258811e-02 9.67089255e-05]
[ -1.22903113e-01 -8.50426824e-02 -2.02847369e-01 1.54742037e-01
1.17153356e-02 1.34804261e-01 1.73927944e-02 -2.50650999e-01
6.94476805e-02 -1.99476993e-01]
[ -6.89398576e-02 -4.68607203e-02 2.75351600e-01 9.94897026e-02
1.20401022e-01 -6.11363651e-02 -1.17416427e-01 1.20624121e-01
7.45471801e-02 3.57013619e-02]
[ 5.93144861e-02 -1.89628581e-02 8.83820895e-02 8.96324959e-02
4.08667818e-02 -1.73058631e-02 2.16793755e-01 1.20508306e-01
-2.61834305e-02 -5.93633137e-02]
[ 5.96638984e-03 -1.57327755e-01 -2.93108376e-01 -5.64778332e-02
1.60156583e-01 -9.08977518e-02 1.58999954e-01 1.62735585e-01
1.04088082e-01 -3.45196110e-02]
[ 5.14483840e-02 -1.94382077e-02 -1.15000486e-01 4.89429756e-02
-1.14167443e-01 3.20206730e-01 2.61755233e-01 2.05026629e-01
-1.56458988e-01 -5.74246570e-02]
[ 1.81091202e-03 -9.20366510e-03 1.22923782e-01 1.05958666e-01
3.87395551e-03 1.05373441e-01 -1.13162163e-01 -4.17147824e-02
2.13961231e-01 7.95518467e-02]
[ 1.18286718e-01 9.39361925e-02 -4.18860725e-02 -8.67620975e-02
-1.25369520e-01 -3.33220698e-01 1.00367172e-01 9.42906454e-03
1.51937194e-01 1.00363857e-01]
[ -1.03017870e-01 -3.11735790e-02 -1.63682832e-02 2.03147496e-02
4.49547212e-03 -2.03509832e-01 -6.79484998e-02 -2.01967175e-02
1.46887450e-02 1.24857997e-01]
[ -1.55777154e-01 -1.13809695e-01 -2.01718384e-01 -1.56812389e-02
-2.79025632e-01 -1.07785928e-03 3.88489592e-02 -2.48537379e-02
-6.23523452e-03 4.72741592e-02]
[ -3.12037196e-02 -1.14492756e-01 -7.52184603e-02 -1.27268099e-01
5.30498264e-01 2.75904536e-01 5.84585119e-01 1.12999878e-01
-1.82129020e-01 -3.78938146e-01]
[ -1.97810540e-02 -4.20990013e-01 -3.16563829e-02 -7.71298466e-02
6.71283578e-01 1.01894429e-01 5.52345607e-01 9.10835483e-02
2.66656602e-02 -3.90294137e-01]
[ 9.08399065e-03 -4.74499107e-01 -4.42376723e-02 -1.09537817e-01
6.82274213e-01 2.40563753e-02 5.18356750e-01 4.84314564e-02
-3.66083301e-01 -2.22100634e-01]
[ -1.73474405e-01 -6.16781259e-01 -1.04222277e-02 -2.05875659e-01
7.77399216e-01 -9.02183719e-02 6.42914372e-01 -8.31740939e-02
-6.96453454e-02 8.20774272e-02]
[ -2.95732512e-01 -4.29633983e-01 5.57106175e-02 -4.66814441e-02
9.10224971e-01 1.41772673e-01 4.44514286e-01 4.76464243e-02
-8.81350356e-02 -1.35484179e-01]
[ -2.06473040e-01 -3.21282208e-01 2.51482134e-01 -2.42423712e-01
6.63760313e-01 -4.47181363e-02 7.04071296e-01 1.30518605e-02
-2.56915155e-01 -2.71493852e-02]
[ -1.33707518e-01 -2.34989255e-01 -1.82098131e-01 -1.04868266e-01
4.97358909e-01 -2.29175859e-01 1.89821048e-01 1.68540908e-01
-1.19466703e-02 -1.22147341e-01]
[ 9.65380090e-02 2.22328734e-01 1.57886915e-01 -1.12167096e-01
-3.19828623e-02 5.61531438e-02 -1.23320895e-01 2.81194951e-01
5.94219824e-02 1.61049624e-01]
[ 3.59024421e-01 3.52827796e-01 -7.86155556e-02 3.25498041e-01
-9.15589607e-01 -2.91303889e-01 -5.03370360e-01 1.78387092e-01
3.94811793e-01 -1.58006852e-02]
[ 4.66989448e-02 1.29477592e-01 2.52962540e-01 2.47965995e-01
-5.73060558e-02 -1.95958125e-01 -1.75881923e-01 -1.33077814e-01
-1.40072536e-01 -2.90470075e-01]
[ 1.87767083e-02 -8.03524151e-02 -1.20657192e-01 -6.10807240e-02
2.45286057e-01 4.20318351e-02 5.95591045e-03 -1.85322323e-01
2.81259834e-02 2.00476449e-01]
[ 1.80199764e-03 -5.05664883e-02 -6.69609877e-02 -5.09528798e-02
-2.71633701e-02 -1.77776987e-01 8.28126894e-02 9.96027779e-03
3.71316583e-02 4.68511850e-03]
[ 2.98926998e-02 8.09716987e-02 2.44238167e-01 7.43306313e-02
-2.31176994e-01 -1.35681861e-01 1.02390205e-01 3.95738679e-02
-1.85557038e-01 1.06785869e-01]
[ 7.33925987e-02 3.99781591e-02 1.07792304e-01 8.18415308e-03
-2.42909036e-01 6.80317444e-02 5.50077080e-02 -2.70914594e-01
-1.71304096e-02 -8.77026176e-02]
[ -1.42653099e-02 9.06559511e-02 8.28637235e-02 -3.64915107e-02
-3.39041663e-02 1.82003287e-01 1.01342225e-01 1.17800074e-01
-2.67427402e-02 1.65571832e-01]
[ 2.27600172e-01 9.07702398e-02 3.13215572e-02 9.00415870e-02
4.96392511e-03 -2.61851379e-02 -1.87125370e-01 1.49160246e-01
-4.74157258e-02 -1.12031400e-02]
[ 4.47146852e-02 7.41790392e-03 1.77788290e-02 4.37622510e-02
-4.23811529e-01 -1.23717667e-01 -2.13981667e-01 4.12679704e-02
1.20836919e-01 1.95080820e-01]
[ 5.82381220e-02 5.22569093e-01 1.27776256e-01 4.35085331e-01
-1.19616569e+00 -3.07121177e-01 -6.06495629e-01 -7.08953762e-02
3.00625392e-01 3.45353081e-01]
[ 1.81256296e-01 5.06122360e-01 6.78695291e-02 4.31934856e-01
-9.62683885e-01 -8.49450631e-02 -4.47070228e-01 1.51382308e-01
2.14675814e-01 4.84614763e-01]
[ 2.58315821e-01 3.25852486e-01 2.48536795e-01 1.55473631e-01
-4.65283475e-01 7.82403609e-02 -2.33571465e-01 1.63107273e-01
2.45427650e-01 8.55167037e-02]
[ -7.30002967e-02 2.27150875e-01 2.41675617e-01 1.78218348e-02
-4.71479296e-02 1.30339022e-01 -1.06517915e-01 -1.51095905e-02
-3.17753798e-02 5.13870744e-02]
[ -9.93608069e-02 -1.58126455e-03 2.45252440e-02 9.28679263e-02
-5.45343290e-02 1.15939590e-01 2.48323593e-01 2.00090295e-02
-2.75137005e-01 -9.38477056e-02]
[ -2.23646069e-01 -3.69745586e-02 -9.46224829e-02 -3.47695801e-01
1.92760027e-01 1.20347049e-01 1.13443379e-01 1.03096162e-01
-2.09723164e-01 2.91514210e-02]
[ 7.63569736e-03 -4.04601151e-01 -1.28583989e-01 -1.64907833e-01
3.82041395e-01 2.66971496e-02 1.95079376e-01 1.52147147e-01
-1.68142007e-01 -2.25917439e-01]
[ 1.21227681e-01 -2.19916352e-01 -1.51532726e-01 -1.13723218e-02
1.07562142e-02 -5.10608177e-02 7.70733055e-02 -1.52619077e-01
1.21904116e-01 -1.44279836e-01]
[ -1.16527539e-01 6.23455524e-02 2.64169510e-01 -5.87503622e-03
1.57337860e-01 8.06405067e-02 4.83590225e-02 -2.97363353e-01
-1.11515878e-01 -5.79515144e-02]
[ -3.49473706e-01 1.36337595e-02 1.39343388e-02 -2.81388596e-02
1.64473767e-01 -1.73845832e-01 1.89215305e-02 2.34200254e-01
-8.70703865e-02 7.31598052e-02]
[ 1.43091782e-01 1.03363368e-02 -2.35136131e-01 -8.52523746e-02
1.23731584e-01 -2.97504008e-01 7.85761449e-02 -1.67720726e-01
-1.03430183e-03 -1.90773537e-01]
[ 2.13613650e-01 -1.85237891e-01 6.50697022e-02 -2.04397758e-02
8.69012191e-02 -3.69706490e-02 3.77907784e-02 -1.36575296e-01
1.15541873e-01 -1.76834351e-01]
[ -1.06925352e-01 -8.31822685e-02 1.20957472e-01 1.08184966e-01
4.09705177e-02 -1.13481111e-01 2.65647173e-01 -7.82073823e-02
1.82092583e-01 -5.63627773e-03]
[ -1.78251091e-02 -2.05583377e-01 1.93688916e-01 -2.68009520e-01
-8.45864683e-02 1.22230898e-01 9.51201647e-02 -1.19035215e-01
9.02793362e-03 2.05062779e-01]]
[[ 0.629828 ]
[ 1.67986189]
[ 0.25264777]
[ 0.89194085]
[-2.73722668]
[-0.27211324]
[-1.69267867]
[ 0.06845318]
[ 0.70207208]
[ 0.88866808]]
Progress: 38.5% ... Training loss: 0.276 ... Validation loss: 0.438[[ 1.60472926e-01 2.27459765e-01 -1.05700068e-01 1.06903517e-01
-5.25277438e-01 -7.05784620e-02 -6.50196360e-02 1.21317967e-01
-5.96949880e-02 1.88765071e-01]
[ 1.53976036e-02 1.52451883e-01 -1.87743224e-02 4.79230767e-02
7.95179535e-02 -7.26432720e-03 3.12828595e-01 4.13682497e-02
1.43171500e-01 -2.60957293e-02]
[ 1.94688901e-01 7.51086383e-01 1.27006238e-02 -4.00580539e-02
5.69426998e-01 -2.32362384e-02 -8.41388400e-01 -4.03761348e-02
5.73077702e-02 2.85819189e-01]
[ 2.85284613e-02 -3.54740946e-01 -2.05635743e-01 1.42520096e-01
-3.15818466e-03 1.37539565e-01 1.83154329e-01 6.16603507e-02
1.00539923e-01 2.54216054e-01]
[ -1.72910696e-02 1.04680639e-01 -1.47752442e-01 4.44184153e-02
-3.55107610e-02 -1.81147197e-01 5.85800998e-02 -1.17815007e-01
-1.91064627e-01 -3.88410274e-02]
[ -3.82592394e-01 -6.26863129e-01 -2.95749063e-01 1.66518355e-01
-6.79244163e-02 3.88743995e-02 3.20025561e-01 -3.75231977e-02
-1.63709930e-02 -1.25036822e-02]
[ -6.78885516e-03 -2.25829556e-01 8.84919239e-03 8.82992832e-02
-1.68146572e-03 -7.04354974e-02 1.84672651e-01 -1.91003002e-01
1.94215521e-01 3.12933951e-02]
[ 1.04302858e-01 -2.67857705e-01 3.12269889e-02 -8.09070879e-02
6.99857132e-02 -4.58574812e-02 9.42925870e-02 1.18255219e-01
7.23190390e-02 -3.23595168e-02]
[ -1.71878573e-01 -1.39568868e-01 -3.01947857e-01 -1.68581926e-02
-2.67423802e-02 6.78921384e-02 -1.44144431e-01 -2.89279324e-02
2.66391179e-01 -1.28687283e-01]
[ 4.84889177e-02 -3.94899685e-01 8.62901663e-02 2.12819057e-02
-1.10125390e-01 -1.16623044e-01 1.94129197e-01 -1.05625285e-01
1.62476423e-02 9.50301333e-02]
[ -8.72998754e-02 -8.55437138e-02 4.44985188e-04 -1.44772356e-01
-2.86703957e-02 1.77623856e-02 2.09282447e-01 -1.03068358e-01
-1.31418731e-02 -1.27261391e-01]
[ -1.23436458e-01 -1.82302353e-01 -7.12179895e-02 -1.15085363e-03
3.76335209e-01 1.01743164e-01 1.36551986e-01 -1.64181144e-02
-1.71885721e-01 -2.16467022e-01]
[ -1.57866226e-01 3.24191308e-03 6.14860080e-02 2.04600816e-02
-1.70130600e-01 -2.19301952e-01 -1.76195984e-01 -1.97139230e-01
8.57553168e-02 1.72577546e-01]
[ -2.69439799e-01 -3.27785783e-01 1.00649487e-01 2.31505460e-01
-1.19739633e-01 -6.97791073e-02 7.21670320e-02 -2.59205080e-01
-2.57361452e-01 -6.84247238e-02]
[ 1.02693482e-01 -1.84158726e-01 -2.20056361e-02 1.18543635e-01
-4.80808262e-02 -8.81727990e-02 2.35535053e-01 3.00454089e-03
2.69217065e-02 4.66098299e-03]
[ 4.11461150e-02 -9.20989760e-02 -2.08921055e-01 1.57733876e-01
-7.20525396e-02 8.15077582e-02 -4.67210793e-02 -1.94278867e-02
-8.46666323e-02 9.37551914e-04]
[ -1.22441256e-01 -8.41133267e-02 -2.02666148e-01 1.55365891e-01
9.87168245e-03 1.34582584e-01 1.65633045e-02 -2.50610508e-01
6.99266024e-02 -1.98871288e-01]
[ -6.91652755e-02 -4.74452421e-02 2.75277431e-01 9.92010476e-02
1.21398726e-01 -6.10485680e-02 -1.16780326e-01 1.20601865e-01
7.43183955e-02 3.53806375e-02]
[ 5.98766066e-02 -1.73183398e-02 8.86194187e-02 9.05121482e-02
3.81027041e-02 -1.75767159e-02 2.15191669e-01 1.20574979e-01
-2.55004526e-02 -5.85221190e-02]
[ 7.28890140e-03 -1.54579716e-01 -2.92548245e-01 -5.45780575e-02
1.54277499e-01 -9.14635991e-02 1.56251582e-01 1.62885343e-01
1.05618923e-01 -3.27166381e-02]
[ 5.12492823e-02 -1.95319148e-02 -1.15061508e-01 4.87209216e-02
-1.13989053e-01 3.20275892e-01 2.61893416e-01 2.05005044e-01
-1.56639644e-01 -5.77380951e-02]
[ 2.77967555e-03 -6.76880920e-03 1.23308966e-01 1.07416571e-01
-4.29097843e-04 1.04956459e-01 -1.15957090e-01 -4.16053430e-02
2.14968171e-01 8.08780295e-02]
[ 1.18220181e-01 9.37634068e-02 -4.19173784e-02 -8.68496124e-02
-1.25031113e-01 -3.33197008e-01 1.00516178e-01 9.42207075e-03
1.51876819e-01 1.00276550e-01]
[ -1.03122984e-01 -3.15444605e-02 -1.64002235e-02 2.01941553e-02
4.81722729e-03 -2.03474069e-01 -6.76357899e-02 -2.02061602e-02
1.46390315e-02 1.24743218e-01]
[ -1.56095212e-01 -1.14726939e-01 -2.01850281e-01 -1.61383779e-02
-2.78328394e-01 -9.25420165e-04 3.99092505e-02 -2.48923426e-02
-6.62315663e-03 4.67679155e-02]
[ -3.08072005e-02 -1.13755343e-01 -7.50641174e-02 -1.26696488e-01
5.29043731e-01 2.75752968e-01 5.83763175e-01 1.13045034e-01
-1.81710901e-01 -3.78374280e-01]
[ -2.00318556e-02 -4.21619332e-01 -3.17549694e-02 -7.74895345e-02
6.72125683e-01 1.01996028e-01 5.52947756e-01 9.10558399e-02
2.63887651e-02 -3.90638804e-01]
[ 9.24030051e-03 -4.74883227e-01 -4.41596060e-02 -1.09269517e-01
6.81112305e-01 2.39768397e-02 5.18716127e-01 4.84537782e-02
-3.65891382e-01 -2.21884892e-01]
[ -1.73203493e-01 -6.16321468e-01 -1.03105111e-02 -2.05469307e-01
7.76261011e-01 -9.03420195e-02 6.42416599e-01 -8.31434501e-02
-6.93215929e-02 8.24868889e-02]
[ -2.95602855e-01 -4.29444385e-01 5.57684591e-02 -4.64758731e-02
9.09681213e-01 1.41712135e-01 4.44251496e-01 4.76621269e-02
-8.79767607e-02 -1.35281623e-01]
[ -2.06789823e-01 -3.21863284e-01 2.51356495e-01 -2.42879994e-01
6.65073047e-01 -4.45804326e-02 7.04604029e-01 1.30177211e-02
-2.57269536e-01 -2.75701637e-02]
[ -1.34098909e-01 -2.36088932e-01 -1.82259542e-01 -1.05461033e-01
4.98939675e-01 -2.29001510e-01 1.90921382e-01 1.68496925e-01
-1.23649049e-02 -1.22694907e-01]
[ 9.74746324e-02 2.24742877e-01 1.58259513e-01 -1.10744953e-01
-3.62342944e-02 5.57296124e-02 -1.26155804e-01 2.81300426e-01
6.04114788e-02 1.62337673e-01]
[ 3.59632715e-01 3.54024798e-01 -7.83470037e-02 3.26406536e-01
-9.17114205e-01 -2.91598346e-01 -5.04630109e-01 1.78455302e-01
3.95507301e-01 -1.48459501e-02]
[ 4.65143445e-02 1.28934494e-01 2.52892480e-01 2.47701861e-01
-5.64458377e-02 -1.95886994e-01 -1.75406917e-01 -1.33097362e-01
-1.40296783e-01 -2.90740910e-01]
[ 1.94611919e-02 -7.85681428e-02 -1.20379081e-01 -6.00857238e-02
2.42438871e-01 4.17193353e-02 4.26347354e-03 -1.85251845e-01
2.89203239e-02 2.01468409e-01]
[ 1.53456871e-03 -5.10214073e-02 -6.70627674e-02 -5.13290656e-02
-2.63262086e-02 -1.77656169e-01 8.32908375e-02 9.92974231e-03
3.68157488e-02 4.29310634e-03]
[ 2.95916974e-02 8.04433455e-02 2.44118813e-01 7.39099787e-02
-2.30135053e-01 -1.35557397e-01 1.02945859e-01 3.95424763e-02
-1.85890358e-01 1.06365212e-01]
[ 7.32247473e-02 3.96206675e-02 1.07724154e-01 7.94138012e-03
-2.42221052e-01 6.81043023e-02 5.53701831e-02 -2.70932407e-01
-1.73160088e-02 -8.79451435e-02]
[ -1.41896799e-02 9.07142780e-02 8.28881795e-02 -3.64117053e-02
-3.40302124e-02 1.81977287e-01 1.01228920e-01 1.17806334e-01
-2.66801277e-02 1.65672237e-01]
[ 2.27919179e-01 9.18253998e-02 3.14612300e-02 9.05200091e-02
3.57484714e-03 -2.63313395e-02 -1.87899402e-01 1.49200738e-01
-4.70068099e-02 -1.07462019e-02]
[ 4.59615942e-02 9.77750500e-03 1.82487795e-02 4.54375190e-02
-4.28111021e-01 -1.24221263e-01 -2.16936574e-01 4.14001829e-02
1.22192453e-01 1.96726779e-01]
[ 5.71222721e-02 5.20061591e-01 1.27299011e-01 4.33445244e-01
-1.19301228e+00 -3.06622811e-01 -6.03705005e-01 -7.10289910e-02
2.99285429e-01 3.43642632e-01]
[ 1.80905898e-01 5.05376924e-01 6.77478145e-02 4.31538464e-01
-9.62279367e-01 -8.47951250e-02 -4.46232961e-01 1.51345148e-01
2.14290321e-01 4.84136241e-01]
[ 2.58877561e-01 3.27283581e-01 2.48789424e-01 1.56391083e-01
-4.68637610e-01 7.79549106e-02 -2.35073408e-01 1.63173135e-01
2.46198193e-01 8.63335697e-02]
[ -7.31854032e-02 2.26824412e-01 2.41607007e-01 1.75857703e-02
-4.66978894e-02 1.30411687e-01 -1.06178897e-01 -1.51277436e-02
-3.19645006e-02 5.11573183e-02]
[ -9.93772794e-02 -1.50577446e-03 2.45082154e-02 9.28377688e-02
-5.44574173e-02 1.15958570e-01 2.48210680e-01 2.00027279e-02
-2.75164176e-01 -9.39385836e-02]
[ -2.23292639e-01 -3.61129054e-02 -9.44770275e-02 -3.47201092e-01
1.91341221e-01 1.20190046e-01 1.12496911e-01 1.03134956e-01
-2.09316977e-01 2.96529080e-02]
[ 7.89010423e-03 -4.04133669e-01 -1.28478353e-01 -1.64532447e-01
3.80890195e-01 2.65759839e-02 1.94611421e-01 1.52175931e-01
-1.67842773e-01 -2.25557607e-01]
[ 1.21671004e-01 -2.19081298e-01 -1.51369134e-01 -1.08039933e-02
9.64848812e-03 -5.12205832e-02 7.56133347e-02 -1.52578991e-01
1.22431921e-01 -1.43645614e-01]
[ -1.15324473e-01 6.50981908e-02 2.64662165e-01 -4.11934332e-03
1.52216301e-01 8.01069639e-02 4.53336754e-02 -2.97230569e-01
-1.10161119e-01 -5.62988176e-02]
[ -3.49202193e-01 1.34032852e-02 1.40401681e-02 -2.77673212e-02
1.63667900e-01 -1.73957202e-01 1.91325674e-02 2.34219471e-01
-8.68102071e-02 7.33878801e-02]
[ 1.43136644e-01 1.04845271e-02 -2.35108900e-01 -8.51323314e-02
1.23010086e-01 -2.97546872e-01 7.83540454e-02 -1.67710507e-01
-9.60644148e-04 -1.90685462e-01]
[ 2.14202896e-01 -1.84143739e-01 6.53528295e-02 -1.94572002e-02
8.34467202e-02 -3.72811802e-02 3.64577221e-02 -1.36499810e-01
1.16217729e-01 -1.75966692e-01]
[ -1.07019663e-01 -8.35375956e-02 1.20903752e-01 1.08024669e-01
4.09724638e-02 -1.13449814e-01 2.66110253e-01 -7.82200383e-02
1.81974166e-01 -5.81383574e-03]
[ -1.78365728e-02 -2.04894038e-01 1.93699648e-01 -2.67864070e-01
-8.67898480e-02 1.22215051e-01 9.46781818e-02 -1.19030304e-01
9.07819685e-03 2.05128819e-01]]
[[ 0.64101491]
[ 1.68613199]
[ 0.26101252]
[ 0.89994141]
[-2.72677554]
[-0.26201988]
[-1.68515167]
[ 0.07817526]
[ 0.71330306]
[ 0.89989177]]
Progress: 38.5% ... Training loss: 0.274 ... Validation loss: 0.440[[ 1.58997709e-01 2.24329109e-01 -1.06361480e-01 1.04686730e-01
-5.20752466e-01 -6.99802030e-02 -6.18488648e-02 1.21124325e-01
-6.14112941e-02 1.86468838e-01]
[ 1.52022309e-02 1.51911955e-01 -1.88681611e-02 4.76789256e-02
7.95073794e-02 -7.18536030e-03 3.13270337e-01 4.13454363e-02
1.42932025e-01 -2.64206921e-02]
[ 1.95728356e-01 7.52883743e-01 1.31186028e-02 -3.86322879e-02
5.68496274e-01 -2.36007623e-02 -8.43210425e-01 -4.02473330e-02
5.83688797e-02 2.87317934e-01]
[ 2.83360833e-02 -3.54695184e-01 -2.05617136e-01 1.42113682e-01
8.31502216e-04 1.37706213e-01 1.84019627e-01 6.16091599e-02
1.00403298e-01 2.53592640e-01]
[ -1.94871680e-02 9.92816999e-02 -1.48613507e-01 4.17849666e-02
-3.23240895e-02 -1.80459324e-01 6.28925028e-02 -1.18035299e-01
-1.93256672e-01 -4.18469896e-02]
[ -3.83648935e-01 -6.29763179e-01 -2.96244356e-01 1.64890652e-01
-6.51075848e-02 3.92979201e-02 3.22511329e-01 -3.76584890e-02
-1.76163760e-02 -1.41032657e-02]
[ -7.44856571e-03 -2.28046360e-01 8.58910651e-03 8.73656509e-02
1.32112959e-03 -7.01694759e-02 1.86526052e-01 -1.91079551e-01
1.93475507e-01 3.03973254e-02]
[ 1.04490704e-01 -2.67540636e-01 3.12190131e-02 -8.08045270e-02
6.88005447e-02 -4.58818246e-02 9.41566615e-02 1.18258438e-01
7.25173239e-02 -3.23017090e-02]
[ -1.72942728e-01 -1.41626672e-01 -3.02334136e-01 -1.83392478e-02
-2.36757591e-02 6.83317670e-02 -1.41329606e-01 -2.90561340e-02
2.65312144e-01 -1.30192802e-01]
[ 4.84241669e-02 -3.95297392e-01 8.62061118e-02 2.11039633e-02
-1.12695397e-01 -1.16609432e-01 1.94316321e-01 -1.05631135e-01
1.61257899e-02 9.48173324e-02]
[ -8.95944132e-02 -9.14087484e-02 -5.02432795e-04 -1.48147724e-01
-1.91611338e-02 1.87527347e-02 2.15334541e-01 -1.03358858e-01
-1.56092910e-02 -1.30580156e-01]
[ -1.23669728e-01 -1.82897201e-01 -7.13361499e-02 -1.53737343e-03
3.77096833e-01 1.01844030e-01 1.37330835e-01 -1.64585889e-02
-1.72162598e-01 -2.16878821e-01]
[ -1.57866226e-01 3.24191308e-03 6.14860080e-02 2.04600816e-02
-1.70130600e-01 -2.19301952e-01 -1.76195984e-01 -1.97139230e-01
8.57553168e-02 1.72577546e-01]
[ -2.70078264e-01 -3.28966705e-01 1.00337423e-01 2.30554932e-01
-1.18173239e-01 -6.94932019e-02 7.33353712e-02 -2.59291334e-01
-2.58170754e-01 -6.94683247e-02]
[ 1.02395141e-01 -1.85128831e-01 -2.21365271e-02 1.18140432e-01
-4.85195341e-02 -8.80810320e-02 2.36260298e-01 2.96919329e-03
2.66112982e-02 4.16635708e-03]
[ 4.09110633e-02 -9.29900105e-02 -2.09022257e-01 1.57299330e-01
-6.99012182e-02 8.16030985e-02 -4.59648022e-02 -1.94558949e-02
-8.49250730e-02 7.22575834e-04]
[ -1.22917749e-01 -8.56869859e-02 -2.02858099e-01 1.54703399e-01
1.19749955e-02 1.34764211e-01 1.79680332e-02 -2.50658129e-01
6.93781311e-02 -1.99522814e-01]
[ -6.86607669e-02 -4.63205320e-02 2.75489848e-01 9.99082111e-02
1.19074264e-01 -6.12395957e-02 -1.17991820e-01 1.20657074e-01
7.48782331e-02 3.61343286e-02]
[ 5.91889403e-02 -1.93186968e-02 8.83413815e-02 8.95532177e-02
4.13684004e-02 -1.72855552e-02 2.17019596e-01 1.20490435e-01
-2.62476506e-02 -5.94699635e-02]
[ 7.51742413e-03 -1.53991328e-01 -2.92493248e-01 -5.43716573e-02
1.52879800e-01 -9.15300482e-02 1.55780652e-01 1.62899679e-01
1.05846062e-01 -3.26015570e-02]
[ 5.09192899e-02 -2.04213902e-02 -1.15223885e-01 4.81821140e-02
-1.12504068e-01 3.20431145e-01 2.62745176e-01 2.04959519e-01
-1.57032595e-01 -5.82650941e-02]
[ 2.79475303e-03 -6.60034925e-03 1.23311176e-01 1.07445530e-01
-5.59824866e-04 1.04934523e-01 -1.15920598e-01 -4.16026135e-02
2.15008311e-01 8.09170036e-02]
[ 1.18380134e-01 9.39613007e-02 -4.18491187e-02 -8.66383143e-02
-1.25572042e-01 -3.33255334e-01 1.00335300e-01 9.44196790e-03
1.52029095e-01 1.00473834e-01]
[ -1.03899933e-01 -3.27320953e-02 -1.66857293e-02 1.91350146e-02
6.50727613e-03 -2.03158073e-01 -6.57679400e-02 -2.03006698e-02
1.39274634e-02 1.23669344e-01]
[ -1.56152873e-01 -1.14970792e-01 -2.01875772e-01 -1.62243807e-02
-2.78056746e-01 -8.99903513e-04 4.01520005e-02 -2.48995293e-02
-6.69035691e-03 4.66729659e-02]
[ -3.10236879e-02 -1.14375186e-01 -7.51416744e-02 -1.27025613e-01
5.30270316e-01 2.75843271e-01 5.84254989e-01 1.13018375e-01
-1.81947324e-01 -3.78676777e-01]
[ -2.04520752e-02 -4.23066851e-01 -3.19392635e-02 -7.81262623e-02
6.73778762e-01 1.02178743e-01 5.54457882e-01 9.10022768e-02
2.59277844e-02 -3.91311328e-01]
[ 9.15390918e-03 -4.75208255e-01 -4.41977976e-02 -1.09395375e-01
6.81408286e-01 2.40153371e-02 5.19041933e-01 4.84424298e-02
-3.65997415e-01 -2.22004021e-01]
[ -1.73758085e-01 -6.17718606e-01 -1.05525932e-02 -2.06297036e-01
7.78264208e-01 -9.01065771e-02 6.43800851e-01 -8.32162550e-02
-6.99917264e-02 8.17235440e-02]
[ -2.95694156e-01 -4.29634209e-01 5.57324238e-02 -4.65986198e-02
9.10065511e-01 1.41750741e-01 4.44480983e-01 4.76506234e-02
-8.80759198e-02 -1.35399129e-01]
[ -2.06715175e-01 -3.21651356e-01 2.51385933e-01 -2.42780370e-01
6.64903102e-01 -4.46102447e-02 7.04414232e-01 1.30266074e-02
-2.57192544e-01 -2.74632693e-02]
[ -1.33902748e-01 -2.35681219e-01 -1.82178021e-01 -1.05162447e-01
4.98158778e-01 -2.29085937e-01 1.90485822e-01 1.68522662e-01
-1.21302540e-02 -1.22396712e-01]
[ 9.77723426e-02 2.25532164e-01 1.58386203e-01 -1.10326193e-01
-3.74432510e-02 5.56118501e-02 -1.26937920e-01 2.81338485e-01
6.07554412e-02 1.62776838e-01]
[ 3.58627679e-01 3.51791731e-01 -7.87554508e-02 3.24830087e-01
-9.12999772e-01 -2.91165966e-01 -5.02082548e-01 1.78328447e-01
3.94497626e-01 -1.63321930e-02]
[ 4.64706763e-02 1.28882908e-01 2.52874997e-01 2.47645999e-01
-5.62863513e-02 -1.95869144e-01 -1.75340484e-01 -1.33102405e-01
-1.40345238e-01 -2.90798174e-01]
[ 1.97437542e-02 -7.77489359e-02 -1.20257843e-01 -5.96432332e-02
2.40903454e-01 4.15989145e-02 3.39379925e-03 -1.85216915e-01
2.92864502e-02 2.01873015e-01]
[ 1.18506729e-03 -5.18518945e-02 -6.72046893e-02 -5.18232312e-02
-2.49821557e-02 -1.77514736e-01 8.41404384e-02 9.88559201e-03
3.64135536e-02 3.80216865e-03]
[ 2.97103755e-02 8.06254260e-02 2.44166672e-01 7.40625140e-02
-2.30392696e-01 -1.35598426e-01 1.02706120e-01 3.95580113e-02
-1.85762127e-01 1.06525973e-01]
[ 7.37791095e-02 4.11184274e-02 1.07926940e-01 8.72082518e-03
-2.44958703e-01 6.78554578e-02 5.38533953e-02 -2.70867155e-01
-1.67035412e-02 -8.71708888e-02]
[ -1.42360847e-02 9.07156394e-02 8.28774062e-02 -3.64778303e-02
-3.38191798e-02 1.82003375e-01 1.01360178e-01 1.17799933e-01
-2.67206426e-02 1.65604295e-01]
[ 2.27519725e-01 9.06477311e-02 3.13032607e-02 8.99430988e-02
5.37700456e-03 -2.61635704e-02 -1.86762984e-01 1.49151964e-01
-4.74237949e-02 -1.13250176e-02]
[ 4.57018010e-02 9.21330866e-03 1.81242448e-02 4.50564245e-02
-4.27110572e-01 -1.24102385e-01 -2.16172188e-01 4.13729329e-02
1.21831883e-01 1.96419544e-01]
[ 5.66590215e-02 5.18806448e-01 1.27094149e-01 4.32829767e-01
-1.19254984e+00 -3.06430482e-01 -6.02543144e-01 -7.10842045e-02
2.98743121e-01 3.42941545e-01]
[ 1.81305815e-01 5.06332494e-01 6.78849953e-02 4.32066011e-01
-9.65170345e-01 -8.49723158e-02 -4.47270364e-01 1.51382930e-01
2.14763949e-01 4.84476600e-01]
[ 2.59033713e-01 3.27646941e-01 2.48845003e-01 1.56619750e-01
-4.69206197e-01 7.78875971e-02 -2.35403967e-01 1.63193435e-01
2.46348829e-01 8.65540271e-02]
[ -7.36994897e-02 2.25496784e-01 2.41400056e-01 1.68675718e-02
-4.45157774e-02 1.30615369e-01 -1.04853700e-01 -1.51878618e-02
-3.25300837e-02 5.04413110e-02]
[ -9.94806023e-02 -1.69437566e-03 2.44626597e-02 9.26651126e-02
-5.40288689e-02 1.16006153e-01 2.48405815e-01 1.99892486e-02
-2.75282748e-01 -9.40796466e-02]
[ -2.23360482e-01 -3.62853482e-02 -9.45099138e-02 -3.47299169e-01
1.91699838e-01 1.20226064e-01 1.12609414e-01 1.03123592e-01
-2.09407709e-01 2.95788151e-02]
[ 7.83870974e-03 -4.04439350e-01 -1.28500734e-01 -1.64622730e-01
3.81114682e-01 2.65980347e-02 1.94799288e-01 1.52167155e-01
-1.67927295e-01 -2.25649976e-01]
[ 1.22478814e-01 -2.17930679e-01 -1.51039250e-01 -9.65642052e-03
5.83586350e-03 -5.15350273e-02 7.44440541e-02 -1.52493985e-01
1.23460990e-01 -1.42614369e-01]
[ -1.16014456e-01 6.33939610e-02 2.64344124e-01 -5.19302954e-03
1.54721386e-01 8.03949152e-02 4.67587790e-02 -2.97307766e-01
-1.11010250e-01 -5.73823801e-02]
[ -3.49233197e-01 1.32596810e-02 1.40031943e-02 -2.78773036e-02
1.63476960e-01 -1.73933583e-01 1.93522695e-02 2.34199048e-01
-8.68703597e-02 7.31609703e-02]
[ 1.41845091e-01 7.32299531e-03 -2.35618434e-01 -8.70232534e-02
1.28964404e-01 -2.96990169e-01 8.16659297e-02 -1.67870810e-01
-2.38370032e-03 -1.92520445e-01]
[ 2.13514312e-01 -1.85854888e-01 6.50670426e-02 -2.04444731e-02
8.62716615e-02 -3.70051088e-02 3.82081250e-02 -1.36580655e-01
1.15418371e-01 -1.76816086e-01]
[ -1.06394805e-01 -8.18937582e-02 1.21164920e-01 1.08877179e-01
3.83756166e-02 -1.13687693e-01 2.64525868e-01 -7.81418937e-02
1.82610041e-01 -4.93084463e-03]
[ -1.91606758e-02 -2.07825568e-01 1.93109299e-01 -2.69742119e-01
-8.37729005e-02 1.22727857e-01 9.77428219e-02 -1.19191511e-01
7.67880225e-03 2.03266069e-01]]
[[ 0.63340824]
[ 1.68071696]
[ 0.2540455 ]
[ 0.89058064]
[-2.73372066]
[-0.2697157 ]
[-1.69749997]
[ 0.0708266 ]
[ 0.70520835]
[ 0.89254852]]
Progress: 38.5% ... Training loss: 0.273 ... Validation loss: 0.438[[ 1.60156440e-01 2.27284159e-01 -1.05840554e-01 1.06467795e-01
-5.25810252e-01 -7.04875404e-02 -6.42059201e-02 1.21258052e-01
-5.99255033e-02 1.88068640e-01]
[ 1.50488622e-02 1.51480788e-01 -1.89159299e-02 4.75124557e-02
8.02878792e-02 -7.15554924e-03 3.13979345e-01 4.13288642e-02
1.42768570e-01 -2.66155654e-02]
[ 1.94312706e-01 7.53184805e-01 1.24771612e-02 -4.08703176e-02
5.75131389e-01 -2.29275285e-02 -8.43180364e-01 -4.04175228e-02
5.65276846e-02 2.85280212e-01]
[ 3.15163057e-02 -3.47091996e-01 -2.04202096e-01 1.47134559e-01
-1.23987459e-02 1.36266768e-01 1.76458268e-01 6.19939652e-02
1.04144923e-01 2.58440878e-01]
[ -2.09385589e-02 9.73637497e-02 -1.49159130e-01 3.98457641e-02
-2.96586112e-02 -1.79923358e-01 6.43176731e-02 -1.18196945e-01
-1.95135437e-01 -4.40087177e-02]
[ -3.83038297e-01 -6.29899653e-01 -2.95928185e-01 1.65975966e-01
-6.93628034e-02 3.89815962e-02 3.22583188e-01 -3.75749753e-02
-1.68051307e-02 -1.32487363e-02]
[ -7.98425626e-03 -2.29497390e-01 8.36362502e-03 8.66616161e-02
2.75705373e-03 -6.99137947e-02 1.88066997e-01 -1.91134534e-01
1.93073312e-01 2.96671115e-02]
[ 1.03728697e-01 -2.68864739e-01 3.09524063e-02 -8.17886930e-02
7.12584611e-02 -4.55959995e-02 9.54368223e-02 1.18181329e-01
7.17101625e-02 -3.32316680e-02]
[ -1.72372602e-01 -1.40280960e-01 -3.02114776e-01 -1.75736990e-02
-2.69713877e-02 6.80424793e-02 -1.42407353e-01 -2.89922483e-02
2.65966875e-01 -1.29470982e-01]
[ 4.82453325e-02 -3.96261848e-01 8.61432646e-02 2.08864435e-02
-1.13550921e-01 -1.16585809e-01 1.95319882e-01 -1.05637366e-01
1.61894233e-02 9.46016549e-02]
[ -8.94007027e-02 -9.13746091e-02 -3.60651258e-04 -1.47660536e-01
-2.16445175e-02 1.86094348e-02 2.15507596e-01 -1.03325180e-01
-1.52946127e-02 -1.30271516e-01]
[ -1.23801540e-01 -1.83532780e-01 -7.13716415e-02 -1.64437923e-03
3.76778735e-01 1.01899602e-01 1.37969439e-01 -1.64707290e-02
-1.72284289e-01 -2.17055606e-01]
[ -1.57866226e-01 3.24191308e-03 6.14860080e-02 2.04600816e-02
-1.70130600e-01 -2.19301952e-01 -1.76195984e-01 -1.97139230e-01
8.57553168e-02 1.72577546e-01]
[ -2.70208988e-01 -3.29431913e-01 1.00329423e-01 2.30534358e-01
-1.18148881e-01 -6.94790145e-02 7.40309692e-02 -2.59297168e-01
-2.58235062e-01 -6.95811187e-02]
[ 1.03152279e-01 -1.84578113e-01 -2.18057567e-02 1.19236882e-01
-5.20157577e-02 -8.84084483e-02 2.35412256e-01 3.05840762e-03
2.75005838e-02 5.21522146e-03]
[ 4.06227640e-02 -9.38745872e-02 -2.09121574e-01 1.56958493e-01
-6.96894192e-02 8.17060932e-02 -4.51220559e-02 -1.94810909e-02
-8.51969260e-02 3.41360209e-04]
[ -1.23478623e-01 -8.75701116e-02 -2.03106940e-01 1.53897008e-01
1.39587882e-02 1.35039609e-01 1.97256187e-02 -2.50725045e-01
6.88765746e-02 -2.00376253e-01]
[ -6.81294304e-02 -4.52341751e-02 2.75695663e-01 1.00679664e-01
1.16941406e-01 -6.14543021e-02 -1.19125756e-01 1.20716750e-01
7.54860575e-02 3.68775179e-02]
[ 5.96166023e-02 -1.78503750e-02 8.85322849e-02 9.01972902e-02
3.97817895e-02 -1.74894079e-02 2.15746344e-01 1.20547315e-01
-2.57149503e-02 -5.88003727e-02]
[ 6.36682350e-03 -1.56731005e-01 -2.92963961e-01 -5.60280709e-02
1.57073851e-01 -9.10278750e-02 1.58272581e-01 1.62767315e-01
1.04507158e-01 -3.42227097e-02]
[ 5.11829096e-02 -1.91495553e-02 -1.15068745e-01 4.86686663e-02
-1.13939202e-01 3.20273155e-01 2.61728764e-01 2.04998844e-01
-1.56660359e-01 -5.77840358e-02]
[ 3.91627332e-03 -3.68733119e-03 1.23750816e-01 1.09020717e-01
-5.09053629e-03 1.04459391e-01 -1.18628333e-01 -4.14785798e-02
2.16198832e-01 8.24457991e-02]
[ 1.18891162e-01 9.52765501e-02 -4.16511743e-02 -8.59554435e-02
-1.27558099e-01 -3.33477162e-01 9.92352069e-02 9.49846893e-03
1.52571959e-01 1.01144271e-01]
[ -1.05361418e-01 -3.65680819e-02 -1.72685625e-02 1.70853088e-02
1.13837034e-02 -2.02583234e-01 -6.20395473e-02 -2.04618656e-02
1.23980951e-02 1.21632009e-01]
[ -1.56290132e-01 -1.15333613e-01 -2.01942838e-01 -1.64443834e-02
-2.77836587e-01 -8.32674959e-04 4.05304377e-02 -2.49183462e-02
-6.86317758e-03 4.64531451e-02]
[ -3.12334775e-02 -1.15320960e-01 -7.52261668e-02 -1.27301484e-01
5.30749063e-01 2.75935041e-01 5.85271871e-01 1.12996736e-01
-1.82163031e-01 -3.78958702e-01]
[ -2.00317669e-02 -4.22609895e-01 -3.17438994e-02 -7.74233918e-02
6.71687901e-01 1.01965667e-01 5.53947195e-01 9.10583295e-02
2.64811633e-02 -3.90698660e-01]
[ 9.74273369e-03 -4.74246202e-01 -4.39613029e-02 -1.08547187e-01
6.79202250e-01 2.37562896e-02 5.17891100e-01 4.85098409e-02
-3.65322897e-01 -2.21158801e-01]
[ -1.73648467e-01 -6.17566652e-01 -1.05039569e-02 -2.06125441e-01
7.77724256e-01 -9.01567925e-02 6.43655217e-01 -8.32038730e-02
-6.98600090e-02 8.18887712e-02]
[ -2.95806033e-01 -4.29740291e-01 5.56854327e-02 -4.67596797e-02
9.10541111e-01 1.41799992e-01 4.44625398e-01 4.76374913e-02
-8.82043392e-02 -1.35562602e-01]
[ -2.06440422e-01 -3.21177510e-01 2.51500822e-01 -2.42364094e-01
6.63820470e-01 -4.47370004e-02 7.03985529e-01 1.30591278e-02
-2.56868625e-01 -2.70640433e-02]
[ -1.34073532e-01 -2.35926367e-01 -1.82233089e-01 -1.05399805e-01
4.98945488e-01 -2.29012228e-01 1.90763862e-01 1.68503233e-01
-1.23214467e-02 -1.22636511e-01]
[ 9.77723426e-02 2.25532164e-01 1.58386203e-01 -1.10326193e-01
-3.74432510e-02 5.56118501e-02 -1.26937920e-01 2.81338485e-01
6.07554412e-02 1.62776838e-01]
[ 3.58725088e-01 3.51774177e-01 -7.86786165e-02 3.25066559e-01
-9.13467859e-01 -2.91235470e-01 -5.01861484e-01 1.78348041e-01
3.94806168e-01 -1.61121159e-02]
[ 4.66314884e-02 1.28936701e-01 2.52936320e-01 2.47842241e-01
-5.67264287e-02 -1.95933240e-01 -1.75487429e-01 -1.33083348e-01
-1.40162106e-01 -2.90612285e-01]
[ 2.03335242e-02 -7.62110538e-02 -1.20023774e-01 -5.88139466e-02
2.38477272e-01 4.13467503e-02 1.93905653e-03 -1.85153257e-01
2.99192288e-02 2.02660862e-01]
[ 1.02585721e-03 -5.20587141e-02 -6.72670400e-02 -5.20415059e-02
-2.43910508e-02 -1.77458054e-01 8.44895571e-02 9.87172633e-03
3.62787020e-02 3.57686469e-03]
[ 2.98513961e-02 8.07793536e-02 2.44222796e-01 7.42626941e-02
-2.30475374e-01 -1.35659190e-01 1.02509020e-01 3.95758786e-02
-1.85616171e-01 1.06756308e-01]
[ 7.41337397e-02 4.19064389e-02 1.08085282e-01 9.25935832e-03
-2.46090332e-01 6.76884632e-02 5.31442038e-02 -2.70828564e-01
-1.63031521e-02 -8.66543565e-02]
[ -1.41590718e-02 9.10880309e-02 8.29035729e-02 -3.64594140e-02
-3.43309356e-02 1.81993501e-01 1.01084022e-01 1.17806994e-01
-2.67134004e-02 1.65631349e-01]
[ 2.27684854e-01 9.12675888e-02 3.13492816e-02 9.01050164e-02
4.80475874e-03 -2.62062171e-02 -1.87321055e-01 1.49164352e-01
-4.73065490e-02 -1.11655303e-02]
[ 4.52398532e-02 8.21304154e-03 1.79306467e-02 4.44012038e-02
-4.25414399e-01 -1.23925974e-01 -2.15043576e-01 4.13232977e-02
1.21326225e-01 1.95794098e-01]
[ 5.57134933e-02 5.16486484e-01 1.26701310e-01 4.31508694e-01
-1.19020004e+00 -3.06024778e-01 -6.00354393e-01 -7.11906585e-02
2.97677931e-01 3.41564775e-01]
[ 1.80430742e-01 5.04414909e-01 6.75473344e-02 4.30881239e-01
-9.63340944e-01 -8.46185972e-02 -4.45604395e-01 1.51283450e-01
2.13849891e-01 4.83224817e-01]
[ 2.58989217e-01 3.27897487e-01 2.48834954e-01 1.56588187e-01
-4.69412167e-01 7.79092644e-02 -2.35530796e-01 1.63191258e-01
2.46330557e-01 8.65302088e-02]
[ -7.36737858e-02 2.25689244e-01 2.41404867e-01 1.68790897e-02
-4.47682276e-02 1.30608394e-01 -1.05001346e-01 -1.51864994e-02
-3.24996023e-02 5.04735263e-02]
[ -9.98026531e-02 -2.57631030e-03 2.43369326e-02 9.22264244e-02
-5.27989684e-02 1.16140142e-01 2.49267463e-01 1.99542735e-02
-2.75639122e-01 -9.45069390e-02]
[ -2.23420591e-01 -3.64830729e-02 -9.45257477e-02 -3.47368829e-01
1.91905650e-01 1.20249390e-01 1.12811664e-01 1.03118293e-01
-2.09470795e-01 2.95049301e-02]
[ 8.07764803e-03 -4.04180074e-01 -1.28391756e-01 -1.64198024e-01
3.79824988e-01 2.64698159e-02 1.94410295e-01 1.52200605e-01
-1.67587165e-01 -2.25226081e-01]
[ 1.21564942e-01 -2.20604580e-01 -1.51424142e-01 -1.09051025e-02
8.34293799e-03 -5.11220919e-02 7.72237780e-02 -1.52602753e-01
1.22562026e-01 -1.44028002e-01]
[ -1.16547217e-01 6.22588037e-02 2.64124622e-01 -5.92072948e-03
1.56878181e-01 8.05977253e-02 4.84562547e-02 -2.97365692e-01
-1.11683823e-01 -5.81531295e-02]
[ -3.48814077e-01 1.36204717e-02 1.42244270e-02 -2.70751138e-02
1.60995467e-01 -1.74182934e-01 1.87211656e-02 2.34266483e-01
-8.62376974e-02 7.39172235e-02]
[ 1.42151809e-01 8.03107262e-03 -2.35489036e-01 -8.65906015e-02
1.28027036e-01 -2.97137566e-01 8.10452287e-02 -1.67829958e-01
-2.00999558e-03 -1.92079097e-01]
[ 2.13040063e-01 -1.86701554e-01 6.49388901e-02 -2.09341193e-02
8.78691306e-02 -3.68827769e-02 3.93321961e-02 -1.36617180e-01
1.15039383e-01 -1.77280993e-01]
[ -1.06259071e-01 -8.24541432e-02 1.21206949e-01 1.08965588e-01
3.83207940e-02 -1.13690276e-01 2.64981256e-01 -7.81338927e-02
1.82824856e-01 -4.73792201e-03]
[ -1.82183012e-02 -2.05244224e-01 1.93492628e-01 -2.68436680e-01
-9.02175620e-02 1.22325006e-01 9.47531880e-02 -1.19089275e-01
8.66576675e-03 2.04441011e-01]]
[[ 0.63299617]
[ 1.6768259 ]
[ 0.25386795]
[ 0.89034762]
[-2.73244455]
[-0.26723693]
[-1.69317695]
[ 0.07240334]
[ 0.70518717]
[ 0.89290684]]
Progress: 38.6% ... Training loss: 0.272 ... Validation loss: 0.441[[ 1.62452686e-01 2.30939245e-01 -1.04968913e-01 1.09578213e-01
-5.33728197e-01 -7.13822362e-02 -6.86428297e-02 1.21526934e-01
-5.73080961e-02 1.91058381e-01]
[ 1.53898585e-02 1.52248490e-01 -1.87803336e-02 4.80034096e-02
7.88202588e-02 -7.30182904e-03 3.12992187e-01 4.13678228e-02
1.43137085e-01 -2.61752901e-02]
[ 1.96286234e-01 7.56783514e-01 1.33248765e-02 -3.77622181e-02
5.65505824e-01 -2.37263744e-02 -8.46425277e-01 -4.01813464e-02
5.89269226e-02 2.87926945e-01]
[ 2.91115455e-02 -3.53529097e-01 -2.05323756e-01 1.43403266e-01
-1.06002239e-03 1.37380613e-01 1.82343081e-01 6.16856816e-02
1.01351153e-01 2.55049446e-01]
[ -2.06837484e-02 1.01040769e-01 -1.48960977e-01 4.05638015e-02
-3.20582396e-02 -1.80161177e-01 6.11375836e-02 -1.18138468e-01
-1.94731633e-01 -4.31475058e-02]
[ -3.83014855e-01 -6.30282006e-01 -2.95930132e-01 1.65919842e-01
-6.97314463e-02 3.89748571e-02 3.22821089e-01 -3.75686336e-02
-1.67214595e-02 -1.32110651e-02]
[ -7.21165917e-03 -2.28118277e-01 8.66261047e-03 8.77094692e-02
2.16857428e-04 -7.01954361e-02 1.85926408e-01 -1.91052461e-01
1.93815148e-01 3.07601518e-02]
[ 1.05083355e-01 -2.67000844e-01 3.14823963e-02 -7.97551239e-02
6.50970447e-02 -4.61379011e-02 9.34683355e-02 1.18345352e-01
7.34069647e-02 -3.14696386e-02]
[ -1.73094371e-01 -1.42533614e-01 -3.02408301e-01 -1.86039421e-02
-2.47615145e-02 6.82994835e-02 -1.40384887e-01 -2.90720558e-02
2.65247569e-01 -1.30497824e-01]
[ 5.02093071e-02 -3.94077508e-01 8.69086539e-02 2.35729274e-02
-1.22055922e-01 -1.17381166e-01 1.92181400e-01 -1.05404757e-01
1.85957055e-02 9.71401701e-02]
[ -8.93771433e-02 -9.17672181e-02 -3.65637975e-04 -1.47619610e-01
-2.22405414e-02 1.85875696e-02 2.15423241e-01 -1.03323361e-01
-1.52836024e-02 -1.30192333e-01]
[ -1.24360145e-01 -1.84716509e-01 -7.15985409e-02 -2.37673324e-03
3.79019377e-01 1.02143547e-01 1.39343567e-01 -1.65325255e-02
-1.72898578e-01 -2.17807406e-01]
[ -1.57866226e-01 3.24191308e-03 6.14860080e-02 2.04600816e-02
-1.70130600e-01 -2.19301952e-01 -1.76195984e-01 -1.97139230e-01
8.57553168e-02 1.72577546e-01]
[ -2.69542350e-01 -3.28954407e-01 1.00592563e-01 2.31398190e-01
-1.19953696e-01 -6.97623485e-02 7.30501292e-02 -2.59216433e-01
-2.57459952e-01 -6.86120370e-02]
[ 1.02976362e-01 -1.84727237e-01 -2.18877196e-02 1.18948303e-01
-5.11754281e-02 -8.83247970e-02 2.35591041e-01 3.03672975e-03
2.73015477e-02 4.93516988e-03]
[ 4.04070699e-02 -9.45851854e-02 -2.09196898e-01 1.56713944e-01
-6.93421313e-02 8.17796639e-02 -4.45252829e-02 -1.95010116e-02
-8.54042065e-02 1.26988737e-04]
[ -1.22808366e-01 -8.58604027e-02 -2.02854401e-01 1.54852861e-01
1.20655374e-02 1.34796342e-01 1.78555169e-02 -2.50653329e-01
6.96008742e-02 -1.99450397e-01]
[ -6.73102379e-02 -4.35861746e-02 2.76019317e-01 1.01790063e-01
1.13819047e-01 -6.17954671e-02 -1.21167627e-01 1.20807464e-01
7.63225985e-02 3.80061592e-02]
[ 5.95266113e-02 -1.82672464e-02 8.84890749e-02 9.00361675e-02
4.02705153e-02 -1.74393748e-02 2.16058792e-01 1.20537197e-01
-2.58487076e-02 -5.89378704e-02]
[ 7.65339968e-03 -1.54459869e-01 -2.92383569e-01 -5.39362053e-02
1.50618909e-01 -9.15981596e-02 1.56359801e-01 1.62934826e-01
1.06107151e-01 -3.24299567e-02]
[ 5.11596254e-02 -1.91627906e-02 -1.15087776e-01 4.86535714e-02
-1.13973426e-01 3.20278617e-01 2.61723827e-01 2.04998414e-01
-1.56678459e-01 -5.77934820e-02]
[ 3.64729134e-03 -4.85330765e-03 1.23579816e-01 1.08456054e-01
-3.58228778e-03 1.04624303e-01 -1.17697748e-01 -4.15224345e-02
2.15938372e-01 8.19227990e-02]
[ 1.18275856e-01 9.36404688e-02 -4.18938096e-02 -8.68261087e-02
-1.25008901e-01 -3.33226508e-01 1.00821400e-01 9.42967233e-03
1.51906019e-01 1.00277048e-01]
[ -1.05405854e-01 -3.71601589e-02 -1.72853080e-02 1.70370629e-02
1.08882932e-02 -2.02600021e-01 -6.18810619e-02 -2.04661255e-02
1.23998587e-02 1.21567249e-01]
[ -1.56870256e-01 -1.16147999e-01 -2.02179152e-01 -1.72783569e-02
-2.76625759e-01 -5.79398066e-04 4.17289906e-02 -2.49873332e-02
-7.51330971e-03 4.55990605e-02]
[ -3.11534791e-02 -1.15348051e-01 -7.51987482e-02 -1.27198070e-01
5.30663469e-01 2.75902140e-01 5.85299526e-01 1.13006306e-01
-1.82085575e-01 -3.78877083e-01]
[ -2.02044330e-02 -4.23077914e-01 -3.18155494e-02 -7.76811525e-02
6.72412276e-01 1.02038305e-01 5.54395342e-01 9.10376519e-02
2.62698825e-02 -3.90952539e-01]
[ 9.74660252e-03 -4.74310311e-01 -4.39532411e-02 -1.08517950e-01
6.79149920e-01 2.37479923e-02 5.17977509e-01 4.85114003e-02
-3.65304663e-01 -2.21135250e-01]
[ -1.73320211e-01 -6.16994970e-01 -1.03693020e-02 -2.05645548e-01
7.76402628e-01 -9.03020429e-02 6.42977968e-01 -8.31650406e-02
-6.94797015e-02 8.23645592e-02]
[ -2.95630307e-01 -4.29730475e-01 5.57702930e-02 -4.64626995e-02
9.09498231e-01 1.41714451e-01 4.44448338e-01 4.76612296e-02
-8.79819755e-02 -1.35296425e-01]
[ -2.06364179e-01 -3.21142649e-01 2.51542728e-01 -2.42213007e-01
6.63481443e-01 -4.47842563e-02 7.04022263e-01 1.30715002e-02
-2.56733539e-01 -2.68997253e-02]
[ -1.34186234e-01 -2.35999136e-01 -1.82279918e-01 -1.05561264e-01
4.99281319e-01 -2.28960937e-01 1.90910634e-01 1.68490524e-01
-1.24468840e-02 -1.22816866e-01]
[ 9.81268186e-02 2.26305249e-01 1.58522808e-01 -1.09859874e-01
-3.88048135e-02 5.54621456e-02 -1.27765112e-01 2.81378112e-01
6.11079807e-02 1.63194945e-01]
[ 3.58419610e-01 3.50178269e-01 -7.88728372e-02 3.24363067e-01
-9.11400108e-01 -2.91024038e-01 -5.00616275e-01 1.78296457e-01
3.94504604e-01 -1.66111501e-02]
[ 4.62036537e-02 1.27690874e-01 2.52769211e-01 2.47195524e-01
-5.51029897e-02 -1.95744277e-01 -1.74496751e-01 -1.33133898e-01
-1.40678213e-01 -2.91275715e-01]
[ 2.06157613e-02 -7.55098477e-02 -1.19921347e-01 -5.83735785e-02
2.37100008e-01 4.12150598e-02 1.10600099e-03 -1.85117522e-01
3.02326477e-02 2.03057610e-01]
[ 1.34848073e-03 -5.10956353e-02 -6.71321723e-02 -5.15392035e-02
-2.60201634e-02 -1.77605815e-01 8.34253472e-02 9.91133704e-03
3.66691943e-02 4.03100658e-03]
[ 3.02553824e-02 8.18978303e-02 2.44365169e-01 7.48363568e-02
-2.32427233e-01 -1.35832607e-01 1.01298942e-01 3.96233719e-02
-1.85147618e-01 1.07340139e-01]
[ 7.41204237e-02 4.18905007e-02 1.08080058e-01 9.24149338e-03
-2.46035502e-01 6.76938454e-02 5.31664328e-02 -2.70830010e-01
-1.63178524e-02 -8.66724268e-02]
[ -1.46912082e-02 8.97074912e-02 8.26869722e-02 -3.72133753e-02
-3.22023511e-02 1.82222892e-01 1.02434994e-01 1.17746129e-01
-2.73163326e-02 1.64912640e-01]
[ 2.27686295e-01 9.12706979e-02 3.13503635e-02 9.01089256e-02
4.79438978e-03 -2.62073999e-02 -1.87326274e-01 1.49164687e-01
-4.73035893e-02 -1.11625190e-02]
[ 4.51373314e-02 7.94802743e-03 1.78913200e-02 4.42587296e-02
-4.25021570e-01 -1.23889662e-01 -2.14773833e-01 4.13122442e-02
1.21212677e-01 1.95655152e-01]
[ 5.55039930e-02 5.15473706e-01 1.26610510e-01 4.31293193e-01
-1.18986521e+00 -3.05915870e-01 -5.99333376e-01 -7.12191299e-02
2.97490930e-01 3.41155172e-01]
[ 1.82103308e-01 5.08052817e-01 6.82764238e-02 4.33329424e-01
-9.70318804e-01 -8.53523286e-02 -4.49110040e-01 1.51495406e-01
2.15828844e-01 4.85607536e-01]
[ 2.59097086e-01 3.28253152e-01 2.48882415e-01 1.56743221e-01
-4.69947442e-01 7.78689464e-02 -2.35935076e-01 1.63202323e-01
2.46445911e-01 8.67149973e-02]
[ -7.39650898e-02 2.25018645e-01 2.41287674e-01 1.64592187e-02
-4.34453802e-02 1.30729968e-01 -1.04318398e-01 -1.52208162e-02
-3.28168013e-02 5.00821765e-02]
[ -1.00232009e-01 -3.62940779e-03 2.41504944e-02 9.15816604e-02
-5.10159638e-02 1.16330166e-01 2.50227412e-01 1.99024185e-02
-2.76140786e-01 -9.51073685e-02]
[ -2.23403489e-01 -3.64604530e-02 -9.45227536e-02 -3.47348496e-01
1.91836091e-01 1.20243598e-01 1.12796991e-01 1.03118878e-01
-2.09455998e-01 2.95201070e-02]
[ 8.27699680e-03 -4.03891891e-01 -1.28316661e-01 -1.63909826e-01
3.78950606e-01 2.63834632e-02 1.93991783e-01 1.52224283e-01
-1.67363242e-01 -2.24936355e-01]
[ 1.22018456e-01 -2.20307871e-01 -1.51318808e-01 -1.03073961e-02
5.95703553e-03 -5.12640985e-02 7.63990691e-02 -1.52560941e-01
1.23164943e-01 -1.43401161e-01]
[ -1.15489995e-01 6.46947916e-02 2.64557449e-01 -4.39901160e-03
1.52812639e-01 8.01389530e-02 4.59224469e-02 -2.97238115e-01
-1.10496409e-01 -5.68132329e-02]
[ -3.48384867e-01 1.38478484e-02 1.44040078e-02 -2.63981404e-02
1.59181092e-01 -1.74357786e-01 1.84879232e-02 2.34318135e-01
-8.57331010e-02 7.45175873e-02]
[ 1.42905761e-01 8.45540346e-03 -2.35211243e-01 -8.56677585e-02
1.26110767e-01 -2.97462322e-01 8.00787902e-02 -1.67740198e-01
-1.18598571e-03 -1.91054026e-01]
[ 2.12648568e-01 -1.87875310e-01 6.48372358e-02 -2.13830280e-02
8.87346681e-02 -3.67354264e-02 4.06440745e-02 -1.36652079e-01
1.14718436e-01 -1.77753485e-01]
[ -1.05556493e-01 -8.08036119e-02 1.21477104e-01 1.09930340e-01
3.58040907e-02 -1.13987125e-01 2.63003865e-01 -7.80547855e-02
1.83591906e-01 -3.94942615e-03]
[ -1.97943528e-02 -2.08497402e-01 1.92862096e-01 -2.70676708e-01
-8.52446900e-02 1.23001613e-01 9.81281885e-02 -1.19271652e-01
6.90372986e-03 2.02398733e-01]]
[[ 0.63886841]
[ 1.68518764]
[ 0.25938451]
[ 0.89615845]
[-2.72728917]
[-0.2651535 ]
[-1.69027468]
[ 0.07696825]
[ 0.70991851]
[ 0.8990421 ]]
Progress: 38.6% ... Training loss: 0.274 ... Validation loss: 0.440[[ 1.59493668e-01 2.24385421e-01 -1.06192616e-01 1.05580147e-01
-5.22538905e-01 -7.01860767e-02 -6.17260886e-02 1.21154502e-01
-6.06122598e-02 1.86857295e-01]
[ 1.51332201e-02 1.51697085e-01 -1.88833754e-02 4.76409274e-02
7.97544034e-02 -7.19662025e-03 3.13506212e-01 4.13366504e-02
1.42872768e-01 -2.65348149e-02]
[ 1.95700419e-01 7.55593349e-01 1.30423666e-02 -3.88027806e-02
5.68239230e-01 -2.34701213e-02 -8.45933848e-01 -4.02813433e-02
5.80809765e-02 2.86659715e-01]
[ 2.96053155e-02 -3.53211250e-01 -2.05063880e-01 1.44821993e-01
-6.14421098e-03 1.37123219e-01 1.83071768e-01 6.17854202e-02
1.02382983e-01 2.56395278e-01]
[ -2.14434472e-02 9.90688263e-02 -1.49318489e-01 3.92386142e-02
-2.77233899e-02 -1.79873223e-01 6.22513991e-02 -1.18229189e-01
-1.95910404e-01 -4.44013512e-02]
[ -3.83922556e-01 -6.32695428e-01 -2.96316060e-01 1.64778392e-01
-6.84206060e-02 3.93343941e-02 3.25534724e-01 -3.76775133e-02
-1.77159856e-02 -1.45355291e-02]
[ -1.08856393e-02 -2.36706959e-01 7.17661506e-03 8.27017005e-02
1.40436688e-02 -6.87280159e-02 1.94433485e-01 -1.91490476e-01
1.89790510e-01 2.59922962e-02]
[ 1.05822484e-01 -2.65250051e-01 3.17613976e-02 -7.87038927e-02
6.12423522e-02 -4.64451550e-02 9.17905569e-02 1.18429178e-01
7.41940896e-02 -3.07388407e-02]
[ -1.74120934e-01 -1.45145204e-01 -3.02813379e-01 -2.00332189e-02
-1.98311786e-02 6.87209778e-02 -1.37776607e-01 -2.91943030e-02
2.64193850e-01 -1.31889177e-01]
[ 4.71084122e-02 -4.00806428e-01 8.56198430e-02 1.91196473e-02
-1.11365028e-01 -1.16116954e-01 1.98981863e-01 -1.05788995e-01
1.50915652e-02 9.26183032e-02]
[ -8.88808891e-02 -9.06967302e-02 -1.68300400e-04 -1.46891064e-01
-2.43030372e-02 1.83702835e-02 2.14163830e-01 -1.03260319e-01
-1.47080114e-02 -1.29575471e-01]
[ -1.26624620e-01 -1.90920978e-01 -7.25050667e-02 -5.17926435e-03
3.86604274e-01 1.03037818e-01 1.45953728e-01 -1.67966456e-02
-1.75255788e-01 -2.20655276e-01]
[ -1.57866226e-01 3.24191308e-03 6.14860080e-02 2.04600816e-02
-1.70130600e-01 -2.19301952e-01 -1.76195984e-01 -1.97139230e-01
8.57553168e-02 1.72577546e-01]
[ -2.69475631e-01 -3.29028075e-01 1.00614232e-01 2.31549300e-01
-1.20890014e-01 -6.98065747e-02 7.31781386e-02 -2.59204499e-01
-2.57363140e-01 -6.85214326e-02]
[ 1.02882695e-01 -1.84932339e-01 -2.19286723e-02 1.18817412e-01
-5.09612584e-02 -8.82905085e-02 2.35777105e-01 3.02494515e-03
2.72054623e-02 4.80303288e-03]
[ 3.85022992e-02 -9.92836736e-02 -2.09974531e-01 1.54132679e-01
-6.31885897e-02 8.25738212e-02 -3.98247370e-02 -1.97309043e-02
-8.75300867e-02 -2.43725564e-03]
[ -1.22803780e-01 -8.57786600e-02 -2.02838435e-01 1.54849391e-01
1.24240975e-02 1.34756795e-01 1.77689407e-02 -2.50644531e-01
6.96097115e-02 -1.99360001e-01]
[ -6.90861550e-02 -4.77388307e-02 2.75309208e-01 9.93003352e-02
1.20623276e-01 -6.10778531e-02 -1.17039225e-01 1.20595053e-01
7.44262591e-02 3.56462209e-02]
[ 5.88298433e-02 -2.01928496e-02 8.81889330e-02 8.91263360e-02
4.30848907e-02 -1.71386566e-02 2.17896131e-01 1.20445693e-01
-2.66561786e-02 -5.99080480e-02]
[ 8.10364290e-03 -1.53225006e-01 -2.92218441e-01 -5.33152536e-02
1.47910134e-01 -9.17972226e-02 1.55020427e-01 1.62984746e-01
1.06587481e-01 -3.20458165e-02]
[ 5.12276771e-02 -1.89917599e-02 -1.15064242e-01 4.87325936e-02
-1.14267291e-01 3.20257174e-01 2.61610261e-01 2.05003179e-01
-1.56621516e-01 -5.77654706e-02]
[ 3.40072208e-03 -5.42608794e-03 1.23477041e-01 1.08139434e-01
-1.99339557e-03 1.04727752e-01 -1.16769649e-01 -4.15507118e-02
2.15709004e-01 8.15891669e-02]
[ 1.17825584e-01 9.26378176e-02 -4.20619329e-02 -8.74371940e-02
-1.23047703e-01 -3.33047756e-01 1.01775080e-01 9.37744523e-03
1.51456510e-01 9.96903678e-02]
[ -1.05266078e-01 -3.70714759e-02 -1.72394205e-02 1.72394178e-02
1.04532695e-02 -2.02661713e-01 -6.20964992e-02 -2.04488688e-02
1.25462280e-02 1.21760604e-01]
[ -1.57300782e-01 -1.16956269e-01 -2.02349601e-01 -1.78161688e-02
-2.75933448e-01 -4.01208307e-04 4.27730180e-02 -2.50392258e-02
-7.98370572e-03 4.50064896e-02]
[ -3.12652055e-02 -1.15614308e-01 -7.52398593e-02 -1.27352188e-01
5.31141369e-01 2.75941853e-01 5.85431322e-01 1.12995347e-01
-1.82197350e-01 -3.78980342e-01]
[ -2.01817911e-02 -4.23403166e-01 -3.18230582e-02 -7.76273649e-02
6.72197777e-01 1.02022564e-01 5.54592208e-01 9.10441449e-02
2.63082561e-02 -3.90890058e-01]
[ 9.80265127e-03 -4.74475448e-01 -4.39284996e-02 -1.08388571e-01
6.78705932e-01 2.37030950e-02 5.18000392e-01 4.85236489e-02
-3.65216458e-01 -2.21033756e-01]
[ -1.73312466e-01 -6.17094569e-01 -1.03721666e-02 -2.05652484e-01
7.76415391e-01 -9.03022311e-02 6.43083218e-01 -8.31650747e-02
-6.94833867e-02 8.23757110e-02]
[ -2.95940579e-01 -4.30526139e-01 5.56356964e-02 -4.69316145e-02
9.10616980e-01 1.41850647e-01 4.45182939e-01 4.76212492e-02
-8.83306038e-02 -1.35740282e-01]
[ -2.06719044e-01 -3.21822825e-01 2.51396749e-01 -2.42715790e-01
6.64975567e-01 -4.46366694e-02 7.04779965e-01 1.30282649e-02
-2.57105566e-01 -2.73764302e-02]
[ -1.34585839e-01 -2.36816843e-01 -1.82439701e-01 -1.06134997e-01
5.00815654e-01 -2.28797060e-01 1.91788670e-01 1.68440781e-01
-1.28604103e-02 -1.23381471e-01]
[ 9.83036228e-02 2.26555471e-01 1.58591727e-01 -1.09561820e-01
-3.95529181e-02 5.53844364e-02 -1.28082720e-01 2.81398545e-01
6.13119621e-02 1.63482467e-01]
[ 3.58264617e-01 3.50101872e-01 -7.89305675e-02 3.24193581e-01
-9.10781453e-01 -2.90954674e-01 -5.00183972e-01 1.78280867e-01
3.94392239e-01 -1.67814398e-02]
[ 4.57424232e-02 1.26429594e-01 2.52602720e-01 2.46562838e-01
-5.31514064e-02 -1.95565040e-01 -1.73252653e-01 -1.33188154e-01
-1.41174370e-01 -2.91904821e-01]
[ 1.98216121e-02 -7.75030252e-02 -1.20248801e-01 -5.95067311e-02
2.39452219e-01 4.15473516e-02 2.77960724e-03 -1.85215333e-01
2.93659389e-02 2.02036489e-01]
[ 1.41724751e-03 -5.08216607e-02 -6.70975020e-02 -5.14257433e-02
-2.64905215e-02 -1.77667239e-01 8.31511314e-02 9.92216477e-03
3.67788102e-02 4.08919732e-03]
[ 3.01798663e-02 8.17707008e-02 2.44335228e-01 7.47450409e-02
-2.32267101e-01 -1.35812871e-01 1.01456341e-01 3.96166720e-02
-1.85236313e-01 1.07230759e-01]
[ 7.36296470e-02 4.06878866e-02 1.07857935e-01 8.47768884e-03
-2.43826659e-01 6.79041634e-02 5.43272115e-02 -2.70890366e-01
-1.69238466e-02 -8.74336197e-02]
[ -1.42057972e-02 9.11829913e-02 8.29199858e-02 -3.64271906e-02
-3.45227815e-02 1.81989081e-01 1.01044107e-01 1.17814244e-01
-2.67243816e-02 1.65624379e-01]
[ 2.26887541e-01 8.93681770e-02 3.10222290e-02 8.89309574e-02
8.00230532e-03 -2.58941348e-02 -1.85549741e-01 1.49067214e-01
-4.82282106e-02 -1.23245793e-02]
[ 4.49877251e-02 7.90369684e-03 1.78335978e-02 4.40828599e-02
-4.24853989e-01 -1.23824299e-01 -2.14647238e-01 4.12957346e-02
1.21061874e-01 1.95355746e-01]
[ 5.44024268e-02 5.12916716e-01 1.26131273e-01 4.29882556e-01
-1.18579810e+00 -3.05451840e-01 -5.96482318e-01 -7.13630788e-02
2.96201570e-01 3.39745811e-01]
[ 1.82597030e-01 5.09346906e-01 6.85029271e-02 4.34122291e-01
-9.73382343e-01 -8.55397416e-02 -4.49960657e-01 1.51555165e-01
2.16374886e-01 4.86210599e-01]
[ 2.59111805e-01 3.28270658e-01 2.48886521e-01 1.56771496e-01
-4.69997053e-01 7.78581709e-02 -2.35944019e-01 1.63205245e-01
2.46512650e-01 8.67448848e-02]
[ -7.39327173e-02 2.24910771e-01 2.41284156e-01 1.64800925e-02
-4.35272112e-02 1.30727450e-01 -1.04361796e-01 -1.52221141e-02
-3.28093353e-02 5.01239425e-02]
[ -1.00296843e-01 -3.77101747e-03 2.41261611e-02 9.14993233e-02
-5.07321592e-02 1.16355321e-01 2.50413654e-01 1.98950320e-02
-2.76205497e-01 -9.51931124e-02]
[ -2.23563337e-01 -3.69005100e-02 -9.45872001e-02 -3.47566579e-01
1.92469960e-01 1.20308184e-01 1.13209852e-01 1.03099678e-01
-2.09606146e-01 2.92864898e-02]
[ 7.47739312e-03 -4.06062309e-01 -1.28653642e-01 -1.65098147e-01
3.82266680e-01 2.67284217e-02 1.96180060e-01 1.52122650e-01
-1.68302172e-01 -2.26126820e-01]
[ 1.20404947e-01 -2.22542397e-01 -1.51972195e-01 -1.24913704e-02
1.06322673e-02 -5.06287708e-02 7.96460342e-02 -1.52761433e-01
1.21345947e-01 -1.45665285e-01]
[ -1.16379519e-01 6.18901930e-02 2.64188508e-01 -5.57017101e-03
1.55591964e-01 8.04950298e-02 4.82421989e-02 -2.97338089e-01
-1.11407647e-01 -5.79381140e-02]
[ -3.48834566e-01 1.22726111e-02 1.42131085e-02 -2.70659580e-02
1.60179832e-01 -1.74170392e-01 1.98512218e-02 2.34261852e-01
-8.62270559e-02 7.38016883e-02]
[ 1.43380390e-01 8.06434709e-03 -2.35034713e-01 -8.49870799e-02
1.24823189e-01 -2.97663077e-01 7.99271593e-02 -1.67676325e-01
-6.34895019e-04 -1.90371097e-01]
[ 2.11705251e-01 -1.89680730e-01 6.44419430e-02 -2.28609526e-02
9.33074858e-02 -3.63445638e-02 4.25064802e-02 -1.36769733e-01
1.13516024e-01 -1.79108944e-01]
[ -1.06735882e-01 -8.33851875e-02 1.21005245e-01 1.08435278e-01
4.02003700e-02 -1.13514533e-01 2.65704001e-01 -7.82022944e-02
1.82342604e-01 -5.55697965e-03]
[ -2.00626605e-02 -2.08967889e-01 1.92767946e-01 -2.70888713e-01
-8.51662113e-02 1.23101313e-01 9.89384761e-02 -1.19298929e-01
6.74278292e-03 2.02030846e-01]]
[[ 0.62365329]
[ 1.67391176]
[ 0.24417903]
[ 0.87823264]
[-2.74189348]
[-0.27833693]
[-1.70756033]
[ 0.06405119]
[ 0.69363531]
[ 0.88363129]]
Progress: 38.7% ... Training loss: 0.277 ... Validation loss: 0.443[[ 1.60082225e-01 2.25932203e-01 -1.05917855e-01 1.06566487e-01
-5.26596505e-01 -7.04993873e-02 -6.35484843e-02 1.21226972e-01
-5.99085999e-02 1.87832693e-01]
[ 1.50839921e-02 1.51240473e-01 -1.88778883e-02 4.77136819e-02
7.88513812e-02 -7.20612232e-03 3.13675330e-01 4.13414259e-02
1.42885276e-01 -2.65053122e-02]
[ 1.97691477e-01 7.60861870e-01 1.38537351e-02 -3.62348188e-02
5.63075483e-01 -2.42823159e-02 -8.51547106e-01 -4.00744855e-02
6.03720989e-02 2.89403246e-01]
[ 3.08249320e-02 -3.51857067e-01 -2.04577806e-01 1.46430830e-01
-8.58059228e-03 1.36594797e-01 1.82250966e-01 6.18909855e-02
1.03421586e-01 2.57935599e-01]
[ -2.08735345e-02 1.00380755e-01 -1.49038418e-01 4.01230063e-02
-3.07525012e-02 -1.80064852e-01 6.18099224e-02 -1.18172825e-01
-1.95282209e-01 -4.37077063e-02]
[ -3.83948766e-01 -6.33145096e-01 -2.96285863e-01 1.65058136e-01
-7.15072891e-02 3.92590091e-02 3.25922276e-01 -3.76671982e-02
-1.76445571e-02 -1.43958989e-02]
[ -1.11814836e-02 -2.37671564e-01 7.07541639e-03 8.22046844e-02
1.57733278e-02 -6.85918336e-02 1.95141439e-01 -1.91520170e-01
1.89445801e-01 2.55862061e-02]
[ 1.08159655e-01 -2.59856383e-01 3.27276320e-02 -7.52578733e-02
5.05720183e-02 -4.75291589e-02 8.62819406e-02 1.18678734e-01
7.68845696e-02 -2.73842080e-02]
[ -1.73932752e-01 -1.45137633e-01 -3.02678314e-01 -1.96852382e-02
-2.13051372e-02 6.86220988e-02 -1.38161693e-01 -2.91722426e-02
2.64407310e-01 -1.31584701e-01]
[ 4.74211069e-02 -4.00608211e-01 8.58191248e-02 1.98270332e-02
-1.15969894e-01 -1.16324070e-01 1.97902605e-01 -1.05735189e-01
1.56277237e-02 9.33094150e-02]
[ -8.79064492e-02 -8.91637803e-02 2.43968520e-04 -1.45401961e-01
-2.84014778e-02 1.78883516e-02 2.12297209e-01 -1.03154040e-01
-1.36186314e-02 -1.28077028e-01]
[ -1.25708456e-01 -1.88665179e-01 -7.20863199e-02 -3.79902461e-03
3.81806264e-01 1.02604781e-01 1.44101410e-01 -1.67044931e-02
-1.74250667e-01 -2.19452182e-01]
[ -1.57866226e-01 3.24191308e-03 6.14860080e-02 2.04600816e-02
-1.70130600e-01 -2.19301952e-01 -1.76195984e-01 -1.97139230e-01
8.57553168e-02 1.72577546e-01]
[ -2.69970010e-01 -3.29956734e-01 1.00425940e-01 2.30969781e-01
-1.20725882e-01 -6.96299641e-02 7.40970815e-02 -2.59251029e-01
-2.57888251e-01 -6.91376811e-02]
[ 1.02749515e-01 -1.85172951e-01 -2.19523715e-02 1.18736705e-01
-5.11309492e-02 -8.82378370e-02 2.36039561e-01 3.01358279e-03
2.70554719e-02 4.67092260e-03]
[ 3.90754456e-02 -9.86388931e-02 -2.09753012e-01 1.54986946e-01
-6.60473025e-02 8.22950575e-02 -4.05568380e-02 -1.96696606e-02
-8.68449948e-02 -1.60702661e-03]
[ -1.22646175e-01 -8.54675388e-02 -2.02777753e-01 1.55005071e-01
1.27527470e-02 1.34699428e-01 1.73732241e-02 -2.50628154e-01
6.97585980e-02 -1.99158245e-01]
[ -6.95563352e-02 -4.88176918e-02 2.75144655e-01 9.86534477e-02
1.22132582e-01 -6.08755668e-02 -1.16167003e-01 1.20548264e-01
7.39279858e-02 3.50398475e-02]
[ 5.84441816e-02 -2.11526113e-02 8.80394481e-02 8.85582924e-02
4.48829222e-02 -1.69633515e-02 2.18951110e-01 1.20404612e-01
-2.71223017e-02 -6.04710296e-02]
[ 9.71421207e-03 -1.49720056e-01 -2.91569892e-01 -5.10037730e-02
1.40792407e-01 -9.25147184e-02 1.51416122e-01 1.63151197e-01
1.08486402e-01 -2.98647341e-02]
[ 5.19837975e-02 -1.71282970e-02 -1.14767890e-01 4.98407439e-02
-1.17612834e-01 3.19901314e-01 2.59525335e-01 2.05085976e-01
-1.55754316e-01 -5.66466295e-02]
[ 3.60441155e-03 -4.73306328e-03 1.23592261e-01 1.08502830e-01
-3.39481879e-03 1.04607918e-01 -1.17313566e-01 -4.15241120e-02
2.15899391e-01 8.19720300e-02]
[ 1.17808918e-01 9.25256785e-02 -4.20666481e-02 -8.74606943e-02
-1.22709656e-01 -3.33029204e-01 1.01854355e-01 9.37622087e-03
1.51433726e-01 9.96650877e-02]
[ -1.04780279e-01 -3.62889185e-02 -1.70468715e-02 1.79481510e-02
7.92933743e-03 -2.02900324e-01 -6.33134403e-02 -2.03977019e-02
1.31117203e-02 1.22501229e-01]
[ -1.57384347e-01 -1.17449168e-01 -2.02323430e-01 -1.78424895e-02
-2.76155902e-01 -3.80787887e-04 4.33648513e-02 -2.50446380e-02
-8.04674310e-03 4.48867357e-02]
[ -3.12449637e-02 -1.15656621e-01 -7.52324459e-02 -1.27319556e-01
5.31005004e-01 2.75931383e-01 5.85421973e-01 1.12997717e-01
-1.82165543e-01 -3.78955340e-01]
[ -1.98968702e-02 -4.23354184e-01 -3.17089940e-02 -7.71749822e-02
6.70760783e-01 1.01876106e-01 5.54477826e-01 9.10763033e-02
2.66555978e-02 -3.90492494e-01]
[ 9.70536058e-03 -4.74729501e-01 -4.39651417e-02 -1.08526225e-01
6.79151461e-01 2.37455298e-02 5.18226786e-01 4.85153324e-02
-3.65321338e-01 -2.21152938e-01]
[ -1.73253837e-01 -6.17314280e-01 -1.03451292e-02 -2.05548771e-01
7.76003251e-01 -9.03357892e-02 6.43180981e-01 -8.31592427e-02
-6.94118145e-02 8.25116366e-02]
[ -2.95785727e-01 -4.30492497e-01 5.57293055e-02 -4.65889370e-02
9.09564883e-01 1.41735936e-01 4.45146312e-01 4.76453183e-02
-8.80956142e-02 -1.35438199e-01]
[ -2.06865992e-01 -3.22189926e-01 2.51345867e-01 -2.42901985e-01
6.65508038e-01 -4.45799505e-02 7.05137287e-01 1.30147983e-02
-2.57259789e-01 -2.75702500e-02]
[ -1.34526970e-01 -2.36722531e-01 -1.82406292e-01 -1.06014534e-01
5.00442978e-01 -2.28823492e-01 1.91727433e-01 1.68449710e-01
-1.27670157e-02 -1.23282804e-01]
[ 9.80444093e-02 2.25803679e-01 1.58494537e-01 -1.09925150e-01
-3.83827740e-02 5.55052150e-02 -1.27335450e-01 2.81370868e-01
6.09890994e-02 1.63116024e-01]
[ 3.59027210e-01 3.52582095e-01 -7.86240615e-02 3.25289459e-01
-9.14658162e-01 -2.91314229e-01 -5.02528192e-01 1.78362851e-01
3.95088494e-01 -1.55878427e-02]
[ 4.58598435e-02 1.26595677e-01 2.52650325e-01 2.46726288e-01
-5.35400138e-02 -1.95614504e-01 -1.73435458e-01 -1.33176332e-01
-1.41046201e-01 -2.91774025e-01]
[ 1.98733505e-02 -7.76374033e-02 -1.20236719e-01 -5.94346218e-02
2.39185787e-01 4.15248649e-02 2.83705430e-03 -1.85210212e-01
2.94219441e-02 2.02123992e-01]
[ 9.16062009e-04 -5.20456168e-02 -6.72839573e-02 -5.21593607e-02
-2.47047941e-02 -1.77444025e-01 8.41605152e-02 9.86871833e-03
3.62273789e-02 3.40331570e-03]
[ 3.07411059e-02 8.30920182e-02 2.44557665e-01 7.55861988e-02
-2.34652193e-01 -1.36070174e-01 1.00116217e-01 3.96786962e-02
-1.84619052e-01 1.08044086e-01]
[ 7.36389881e-02 4.07054886e-02 1.07862861e-01 8.49523130e-03
-2.43864028e-01 6.78986690e-02 5.43130895e-02 -2.70889278e-01
-1.69105964e-02 -8.74203198e-02]
[ -1.36913188e-02 9.23141077e-02 8.31589837e-02 -3.56490087e-02
-3.70257650e-02 1.81739233e-01 9.96482039e-02 1.17874708e-01
-2.60742334e-02 1.66438873e-01]
[ 2.26711366e-01 8.89772309e-02 3.09524341e-02 8.86728420e-02
8.73142429e-03 -2.58239749e-02 -1.85172309e-01 1.49048203e-01
-4.84397275e-02 -1.26223525e-02]
[ 4.53101869e-02 8.75967254e-03 1.79654770e-02 4.45360174e-02
-4.26121140e-01 -1.23967289e-01 -2.15460849e-01 4.13303007e-02
1.21424403e-01 1.95806373e-01]
[ 5.40453600e-02 5.12119420e-01 1.26045511e-01 4.29428841e-01
-1.18458432e+00 -3.05282545e-01 -5.95492268e-01 -7.14003808e-02
2.95802429e-01 3.39212912e-01]
[ 1.82796693e-01 5.09664798e-01 6.85725224e-02 4.34424900e-01
-9.75741876e-01 -8.56303036e-02 -4.50398839e-01 1.51564449e-01
2.16678774e-01 4.86297349e-01]
[ 2.58634485e-01 3.27253614e-01 2.48693366e-01 1.56084266e-01
-4.68244375e-01 7.80770511e-02 -2.34833717e-01 1.63155727e-01
2.45987993e-01 8.61423599e-02]
[ -7.34853543e-02 2.26122062e-01 2.41466908e-01 1.71595660e-02
-4.55130030e-02 1.30512635e-01 -1.05568261e-01 -1.51731859e-02
-3.22787800e-02 5.07909001e-02]
[ -9.99523146e-02 -2.88549801e-03 2.42610675e-02 9.19839441e-02
-5.22282425e-02 1.16201116e-01 2.49493865e-01 1.99308504e-02
-2.75822420e-01 -9.47103263e-02]
[ -2.23498350e-01 -3.68028733e-02 -9.45565336e-02 -3.47459220e-01
1.92147540e-01 1.20274697e-01 1.13000187e-01 1.03107761e-01
-2.09517879e-01 2.94054814e-02]
[ 7.72256448e-03 -4.05538347e-01 -1.28561350e-01 -1.64748971e-01
3.81434361e-01 2.66166949e-02 1.95494980e-01 1.52151082e-01
-1.68011310e-01 -2.25754020e-01]
[ 1.20099021e-01 -2.23047446e-01 -1.52088197e-01 -1.28638507e-02
1.04775564e-02 -5.05140916e-02 7.99553226e-02 -1.52794598e-01
1.21013999e-01 -1.46090701e-01]
[ -1.16321801e-01 6.13985141e-02 2.64245199e-01 -5.38094823e-03
1.54462903e-01 8.04388581e-02 4.86086576e-02 -2.97324093e-01
-1.11293022e-01 -5.77419251e-02]
[ -3.48442901e-01 1.30016289e-02 1.43855678e-02 -2.64756762e-02
1.57752555e-01 -1.74369568e-01 1.89387596e-02 2.34298720e-01
-8.57242630e-02 7.42864661e-02]
[ 1.43317189e-01 7.05586922e-03 -2.35008067e-01 -8.49750212e-02
1.24384372e-01 -2.97655657e-01 8.06475432e-02 -1.67676174e-01
-6.54203389e-04 -1.90422753e-01]
[ 2.12869041e-01 -1.86799492e-01 6.49334410e-02 -2.10889422e-02
8.79665952e-02 -3.69136158e-02 3.95919951e-02 -1.36638972e-01
1.14748628e-01 -1.77359959e-01]
[ -1.07064061e-01 -8.43532810e-02 1.20880317e-01 1.07934173e-01
4.19170930e-02 -1.13355889e-01 2.66708071e-01 -7.82379261e-02
1.82032747e-01 -6.02249898e-03]
[ -1.87752281e-02 -2.05617879e-01 1.93291880e-01 -2.69001974e-01
-9.08934946e-02 1.22522883e-01 9.55670242e-02 -1.19159670e-01
8.18453453e-03 2.03936135e-01]]
[[ 0.63313614]
[ 1.6822421 ]
[ 0.25096676]
[ 0.88569402]
[-2.73231227]
[-0.26955919]
[-1.70043609]
[ 0.07320358]
[ 0.70211379]
[ 0.89277062]]
Progress: 38.8% ... Training loss: 0.273 ... Validation loss: 0.438[[ 1.59813121e-01 2.25112653e-01 -1.06034770e-01 1.06195669e-01
-5.24597395e-01 -7.02715366e-02 -6.23916344e-02 1.21163521e-01
-6.02683483e-02 1.87576686e-01]
[ 1.54512327e-02 1.52015346e-01 -1.87363700e-02 4.82330839e-02
7.72526770e-02 -7.36379550e-03 3.12754180e-01 4.13801018e-02
1.43305149e-01 -2.60121187e-02]
[ 1.98127188e-01 7.60178784e-01 1.39867849e-02 -3.60599192e-02
5.65310538e-01 -2.42997174e-02 -8.52134361e-01 -4.00601353e-02
6.06291651e-02 2.89834169e-01]
[ 2.78015010e-02 -3.59770292e-01 -2.05808772e-01 1.42541445e-01
3.87190197e-03 1.37762195e-01 1.91207533e-01 6.15503054e-02
1.00216887e-01 2.54257435e-01]
[ -1.71915157e-02 1.09094578e-01 -1.47500813e-01 4.60280967e-02
-4.80452995e-02 -1.81748974e-01 5.32953175e-02 -1.17716337e-01
-1.91086749e-01 -3.80556776e-02]
[ -3.84425476e-01 -6.33444679e-01 -2.96464120e-01 1.64558680e-01
-7.17205626e-02 3.94358400e-02 3.26695163e-01 -3.77176474e-02
-1.81059336e-02 -1.50074631e-02]
[ -9.61493678e-03 -2.34359022e-01 7.72983076e-03 8.47321249e-02
9.17266042e-03 -6.92497254e-02 1.91464812e-01 -1.91359192e-01
1.91313293e-01 2.79751883e-02]
[ 1.06594040e-01 -2.63779245e-01 3.20604251e-02 -7.77318778e-02
5.74716305e-02 -4.67858211e-02 9.02668281e-02 1.18484572e-01
7.50146003e-02 -2.97504732e-02]
[ -1.73062927e-01 -1.43251406e-01 -3.02312512e-01 -1.84368460e-02
-2.40858782e-02 6.82476920e-02 -1.39739031e-01 -2.90682512e-02
2.65439191e-01 -1.30345653e-01]
[ 4.62694222e-02 -4.02669603e-01 8.53657375e-02 1.81748223e-02
-1.13142102e-01 -1.15729820e-01 2.00108547e-01 -1.05892440e-01
1.44823197e-02 9.15470987e-02]
[ -8.54904334e-02 -8.36989309e-02 1.20180345e-03 -1.41975735e-01
-3.75860232e-02 1.68312052e-02 2.07001388e-01 -1.02876074e-01
-1.09945842e-02 -1.24622498e-01]
[ -1.26578739e-01 -1.91092312e-01 -7.24160154e-02 -4.77066808e-03
3.85467948e-01 1.02955547e-01 1.46695099e-01 -1.68048509e-02
-1.75161282e-01 -2.20494194e-01]
[ -1.57866226e-01 3.24191308e-03 6.14860080e-02 2.04600816e-02
-1.70130600e-01 -2.19301952e-01 -1.76195984e-01 -1.97139230e-01
8.57553168e-02 1.72577546e-01]
[ -2.70387628e-01 -3.30507379e-01 1.00253553e-01 2.30410732e-01
-1.20015107e-01 -6.94588342e-02 7.49441556e-02 -2.59299311e-01
-2.58369702e-01 -6.96901263e-02]
[ 1.02540549e-01 -1.85155468e-01 -2.20305039e-02 1.18535166e-01
-5.13964801e-02 -8.81510757e-02 2.36213121e-01 2.99145069e-03
2.68669767e-02 4.36172066e-03]
[ 3.91238891e-02 -9.85612707e-02 -2.09729405e-01 1.55056629e-01
-6.63258404e-02 8.22663527e-02 -4.07264141e-02 -1.96626763e-02
-8.67778596e-02 -1.51388209e-03]
[ -1.21103631e-01 -8.16156086e-02 -2.02171745e-01 1.57204183e-01
6.40882088e-03 1.34010588e-01 1.35966093e-02 -2.50468446e-01
7.14645074e-02 -1.97076219e-01]
[ -6.98549546e-02 -4.95288998e-02 2.75031131e-01 9.82853863e-02
1.23192442e-01 -6.07431829e-02 -1.15354373e-01 1.20505739e-01
7.36724271e-02 3.46739890e-02]
[ 5.84277648e-02 -2.16609540e-02 8.80525123e-02 8.86709447e-02
4.50235657e-02 -1.68850870e-02 2.18935704e-01 1.20400089e-01
-2.71548475e-02 -6.03750707e-02]
[ 9.92573777e-03 -1.49133779e-01 -2.91498210e-01 -5.07694060e-02
1.40206384e-01 -9.25857775e-02 1.50764393e-01 1.63172492e-01
1.08698063e-01 -2.96206895e-02]
[ 5.12658117e-02 -1.89390883e-02 -1.15055197e-01 4.88091329e-02
-1.14879937e-01 3.20207617e-01 2.61472924e-01 2.05005395e-01
-1.56566300e-01 -5.76395074e-02]
[ 2.92900925e-03 -6.69490483e-03 1.23309149e-01 1.07469756e-01
2.48978915e-04 1.04909464e-01 -1.15005575e-01 -4.16077009e-02
2.15177833e-01 8.10124323e-02]
[ 1.17580416e-01 9.19312401e-02 -4.21518899e-02 -8.78136077e-02
-1.21522806e-01 -3.32920001e-01 1.02546309e-01 9.34952833e-03
1.51150670e-01 9.92751708e-02]
[ -1.03932603e-01 -3.44137362e-02 -1.66948756e-02 1.92128535e-02
4.33095527e-03 -2.03265262e-01 -6.52117012e-02 -2.02945348e-02
1.41103398e-02 1.23738061e-01]
[ -1.57076977e-01 -1.16744072e-01 -2.02195331e-01 -1.73743873e-02
-2.77253395e-01 -5.24966354e-04 4.25994514e-02 -2.50071102e-02
-7.68739215e-03 4.53548282e-02]
[ -3.18483658e-02 -1.17226809e-01 -7.54649488e-02 -1.28166165e-01
5.33550738e-01 2.76187310e-01 5.86949431e-01 1.12929905e-01
-1.82824228e-01 -3.79805515e-01]
[ -2.01021269e-02 -4.23829201e-01 -3.17945902e-02 -7.74776408e-02
6.71841140e-01 1.01969840e-01 5.54987094e-01 9.10536571e-02
2.64302008e-02 -3.90777088e-01]
[ 9.53165253e-03 -4.75034937e-01 -4.40357773e-02 -1.08778700e-01
6.79883398e-01 2.38228124e-02 5.18658107e-01 4.84940951e-02
-3.65515182e-01 -2.21398021e-01]
[ -1.73197686e-01 -6.17464054e-01 -1.03154491e-02 -2.05439748e-01
7.75798397e-01 -9.03616625e-02 6.43265633e-01 -8.31535802e-02
-6.93326563e-02 8.26478839e-02]
[ -2.96234995e-01 -4.31452684e-01 5.55475947e-02 -4.72378408e-02
9.11396853e-01 1.41927048e-01 4.46326008e-01 4.75928559e-02
-8.85872122e-02 -1.36076266e-01]
[ -2.06509209e-01 -3.21625713e-01 2.51490486e-01 -2.42373627e-01
6.64053215e-01 -4.47394245e-02 7.04495203e-01 1.30578675e-02
-2.56849625e-01 -2.70728107e-02]
[ -1.34053536e-01 -2.35836696e-01 -1.82217756e-01 -1.05333875e-01
4.98706013e-01 -2.29030549e-01 1.90715815e-01 1.68506196e-01
-1.22354833e-02 -1.22601841e-01]
[ 9.74533144e-02 2.24061349e-01 1.58247153e-01 -1.10793349e-01
-3.56307709e-02 5.57722545e-02 -1.25448478e-01 2.81299695e-01
6.03323800e-02 1.62329941e-01]
[ 3.58461554e-01 3.52357251e-01 -7.88584519e-02 3.24572814e-01
-9.13888978e-01 -2.91081581e-01 -5.01911817e-01 1.78296896e-01
3.94447718e-01 -1.63530971e-02]
[ 4.62640828e-02 1.27478697e-01 2.52817187e-01 2.47293811e-01
-5.51920152e-02 -1.95781532e-01 -1.74364343e-01 -1.33129246e-01
-1.40578636e-01 -2.91230295e-01]
[ 1.98000429e-02 -7.78721669e-02 -1.20269984e-01 -5.95538933e-02
2.39454591e-01 4.15572650e-02 3.07983559e-03 -1.85218908e-01
2.93295625e-02 2.02004707e-01]
[ 7.62772940e-04 -5.24068549e-02 -6.73437052e-02 -5.23739420e-02
-2.41395355e-02 -1.77385923e-01 8.45536474e-02 9.85185233e-03
3.60605696e-02 3.18805836e-03]
[ 3.05627221e-02 8.26995845e-02 2.44493808e-01 7.53381252e-02
-2.33936328e-01 -1.35998294e-01 1.00526088e-01 3.96596614e-02
-1.84813035e-01 1.07795762e-01]
[ 7.52048364e-02 4.45738010e-02 1.08485850e-01 1.07356344e-02
-2.50615880e-01 6.72424784e-02 5.02082829e-02 -2.70741422e-01
-1.51203110e-02 -8.53278714e-02]
[ -1.35671881e-02 9.27788835e-02 8.31979767e-02 -3.54978371e-02
-3.74528089e-02 1.81676459e-01 9.93385447e-02 1.17881839e-01
-2.59104317e-02 1.66629440e-01]
[ 2.26472652e-01 8.86320511e-02 3.08544864e-02 8.82526610e-02
9.78201322e-03 -2.56971218e-02 -1.84844585e-01 1.49014253e-01
-4.87508532e-02 -1.30018690e-02]
[ 4.56704180e-02 9.80421407e-03 1.81189112e-02 4.50337950e-02
-4.27954284e-01 -1.24114226e-01 -2.16368169e-01 4.13749647e-02
1.21846688e-01 1.96288119e-01]
[ 5.45665683e-02 5.13010317e-01 1.26247237e-01 4.30180622e-01
-1.18617727e+00 -3.05502157e-01 -5.96402662e-01 -7.13294713e-02
2.96376864e-01 3.39964363e-01]
[ 1.82375397e-01 5.08626373e-01 6.84104498e-02 4.34014936e-01
-9.73768143e-01 -8.54449485e-02 -4.49265351e-01 1.51516726e-01
2.16150512e-01 4.85759397e-01]
[ 2.59026349e-01 3.28033828e-01 2.48872110e-01 1.56715247e-01
-4.70141814e-01 7.79248771e-02 -2.35923008e-01 1.63206409e-01
2.46489661e-01 8.67832916e-02]
[ -7.36055507e-02 2.26023022e-01 2.41418781e-01 1.69772151e-02
-4.53154873e-02 1.30569796e-01 -1.05308508e-01 -1.51885969e-02
-3.24076996e-02 5.06175692e-02]
[ -9.99681101e-02 -2.90701715e-03 2.42655809e-02 9.19580338e-02
-5.21264998e-02 1.16208994e-01 2.49491193e-01 1.99284482e-02
-2.75837152e-01 -9.47412433e-02]
[ -2.23562018e-01 -3.69447780e-02 -9.45868736e-02 -3.47547613e-01
1.92452720e-01 1.20299734e-01 1.13102011e-01 1.03101111e-01
-2.09569517e-01 2.93284553e-02]
[ 7.71575764e-03 -4.05881551e-01 -1.28569116e-01 -1.64760059e-01
3.81400492e-01 2.66192745e-02 1.95801205e-01 1.52149914e-01
-1.68029308e-01 -2.25768473e-01]
[ 1.19662352e-01 -2.23287746e-01 -1.52277628e-01 -1.34218924e-02
1.09503090e-02 -5.03320315e-02 8.08216859e-02 -1.52859327e-01
1.20653351e-01 -1.46678430e-01]
[ -1.16392718e-01 6.05167294e-02 2.64233155e-01 -5.41350861e-03
1.54445221e-01 8.04568963e-02 4.92235442e-02 -2.97333963e-01
-1.11341436e-01 -5.78120984e-02]
[ -3.48459633e-01 1.30835598e-02 1.43790313e-02 -2.64712228e-02
1.58257886e-01 -1.74369238e-01 1.88119834e-02 2.34304030e-01
-8.57350027e-02 7.43136137e-02]
[ 1.43599480e-01 7.35163017e-03 -2.34871384e-01 -8.45223805e-02
1.23160389e-01 -2.97749571e-01 8.00957756e-02 -1.67638027e-01
-2.56965749e-04 -1.89969813e-01]
[ 2.13199610e-01 -1.86393743e-01 6.50441401e-02 -2.07346260e-02
8.72413790e-02 -3.70334215e-02 3.93070253e-02 -1.36608794e-01
1.14990575e-01 -1.77005924e-01]
[ -1.07706565e-01 -8.61278105e-02 1.20631373e-01 1.07148249e-01
4.51583401e-02 -1.13046488e-01 2.68498079e-01 -7.83176851e-02
1.81278037e-01 -6.85214580e-03]
[ -1.78272192e-02 -2.02528382e-01 1.93676206e-01 -2.67634486e-01
-9.58410143e-02 1.22114643e-01 9.27630907e-02 -1.19058591e-01
9.28788964e-03 2.05239763e-01]]
[[ 0.63323341]
[ 1.68660234]
[ 0.25187218]
[ 0.88590589]
[-2.73298515]
[-0.27033974]
[-1.70056922]
[ 0.0703809 ]
[ 0.70279205]
[ 0.89228594]]
Progress: 38.8% ... Training loss: 0.274 ... Validation loss: 0.436[[ 1.59914295e-01 2.25177560e-01 -1.05994980e-01 1.06140376e-01
-5.24405519e-01 -7.02918530e-02 -6.24915992e-02 1.21178890e-01
-6.01290019e-02 1.87677692e-01]
[ 1.55165955e-02 1.52337143e-01 -1.87021002e-02 4.83917100e-02
7.67744799e-02 -7.40035302e-03 3.12625622e-01 4.13886636e-02
1.43443528e-01 -2.58817220e-02]
[ 1.95817945e-01 7.57971077e-01 1.31362135e-02 -3.96272597e-02
5.77812017e-01 -2.32802068e-02 -8.49914632e-01 -4.03279204e-02
5.79938071e-02 2.86595263e-01]
[ 3.03797017e-02 -3.56371825e-01 -2.04791607e-01 1.46294419e-01
-3.77828083e-03 1.36719918e-01 1.87296534e-01 6.18347491e-02
1.03009665e-01 2.57604822e-01]
[ -1.90237346e-02 1.03514708e-01 -1.48093521e-01 4.38755215e-02
-4.34339908e-02 -1.81123611e-01 5.97344619e-02 -1.17889918e-01
-1.92853696e-01 -4.07178082e-02]
[ -3.84987719e-01 -6.35740177e-01 -2.96701996e-01 1.63895504e-01
-7.24178752e-02 3.96210966e-02 3.29599242e-01 -3.77713842e-02
-1.86686561e-02 -1.57897293e-02]
[ -1.01261742e-02 -2.35921462e-01 7.60574968e-03 8.40739767e-02
1.04080608e-02 -6.90280321e-02 1.92934741e-01 -1.91402641e-01
1.90805201e-01 2.73681529e-02]
[ 1.06013202e-01 -2.64914439e-01 3.18174091e-02 -7.85843992e-02
5.97953037e-02 -4.65488935e-02 9.14485830e-02 1.18416898e-01
7.43343485e-02 -3.06336198e-02]
[ -1.72989547e-01 -1.43051272e-01 -3.02237326e-01 -1.82964184e-02
-2.46715923e-02 6.82260369e-02 -1.39799553e-01 -2.90610714e-02
2.65628617e-01 -1.30250570e-01]
[ 4.46250303e-02 -4.06421904e-01 8.47261800e-02 1.58491397e-02
-1.09438692e-01 -1.15021839e-01 2.04672689e-01 -1.06074017e-01
1.27618219e-02 8.92505541e-02]
[ -8.57406632e-02 -8.45960360e-02 1.18083386e-03 -1.42145441e-01
-3.77208026e-02 1.68968625e-02 2.07994227e-01 -1.02887585e-01
-1.11766989e-02 -1.24834888e-01]
[ -1.26265057e-01 -1.91235903e-01 -7.22852758e-02 -4.30869667e-03
3.84175364e-01 1.02804130e-01 1.46633358e-01 -1.67694420e-02
-1.74820311e-01 -2.20162625e-01]
[ -1.57866226e-01 3.24191308e-03 6.14860080e-02 2.04600816e-02
-1.70130600e-01 -2.19301952e-01 -1.76195984e-01 -1.97139230e-01
8.57553168e-02 1.72577546e-01]
[ -2.70399815e-01 -3.30391188e-01 1.00234338e-01 2.30417161e-01
-1.20238400e-01 -6.94434297e-02 7.51055774e-02 -2.59300524e-01
-2.58363875e-01 -6.96977087e-02]
[ 1.02804653e-01 -1.85513777e-01 -2.19236651e-02 1.19026328e-01
-5.32552143e-02 -8.82996306e-02 2.36593490e-01 3.02729575e-03
2.72046396e-02 4.71015287e-03]
[ 3.83793233e-02 -1.01099360e-01 -2.10005831e-01 1.54088114e-01
-6.52362812e-02 8.25467403e-02 -3.82226795e-02 -1.97370076e-02
-8.75652685e-02 -2.53682452e-03]
[ -1.21336397e-01 -8.21843819e-02 -2.02255225e-01 1.56890405e-01
7.41088608e-03 1.34104993e-01 1.40892786e-02 -2.50489762e-01
7.12193674e-02 -1.97364075e-01]
[ -6.95348061e-02 -4.90020980e-02 2.75199330e-01 9.87478904e-02
1.21871078e-01 -6.08797941e-02 -1.15838495e-01 1.20547662e-01
7.40729158e-02 3.51596113e-02]
[ 5.82146762e-02 -2.17754185e-02 8.79877584e-02 8.83554144e-02
4.58910643e-02 -1.67892870e-02 2.19106169e-01 1.20376306e-01
-2.73961246e-02 -6.06463906e-02]
[ 9.87087020e-03 -1.48916085e-01 -2.91520783e-01 -5.08427786e-02
1.40419248e-01 -9.25831126e-02 1.50485863e-01 1.63165980e-01
1.08621209e-01 -2.96800793e-02]
[ 5.01277587e-02 -2.16425164e-02 -1.15512739e-01 4.71248754e-02
-1.09866244e-01 3.20719239e-01 2.64257044e-01 2.04870224e-01
-1.57882205e-01 -5.93377443e-02]
[ 3.72841444e-03 -4.76167320e-03 1.23623492e-01 1.08612285e-01
-3.42676478e-03 1.04554208e-01 -1.16894070e-01 -4.15161472e-02
2.16087750e-01 8.20930522e-02]
[ 1.17325590e-01 9.12760770e-02 -4.22218406e-02 -8.81676321e-02
-1.20543157e-01 -3.32803860e-01 1.03239821e-01 9.32154346e-03
1.50941535e-01 9.89387542e-02]
[ -1.03757445e-01 -3.39985778e-02 -1.66170540e-02 1.94887148e-02
3.48532136e-03 -2.03332160e-01 -6.55594174e-02 -2.02748437e-02
1.43333434e-02 1.23991979e-01]
[ -1.57566377e-01 -1.17807919e-01 -2.02398379e-01 -1.80768133e-02
-2.76217908e-01 -3.11850211e-04 4.39072628e-02 -2.50634910e-02
-8.25021128e-03 4.46926141e-02]
[ -3.14195833e-02 -1.16297842e-01 -7.52878897e-02 -1.27517627e-01
5.31697658e-01 2.75992314e-01 5.86052502e-01 1.12981246e-01
-1.82324260e-01 -3.79166570e-01]
[ -2.06347969e-02 -4.25895353e-01 -3.20277822e-02 -7.82929097e-02
6.73967886e-01 1.02215990e-01 5.57023373e-01 9.09898026e-02
2.58229178e-02 -3.91661056e-01]
[ 9.32102366e-03 -4.75862398e-01 -4.41229689e-02 -1.09087993e-01
6.80718677e-01 2.39158211e-02 5.19495678e-01 4.84717093e-02
-3.65762252e-01 -2.21686733e-01]
[ -1.73318387e-01 -6.17878293e-01 -1.03567637e-02 -2.05592594e-01
7.76244053e-01 -9.03276766e-02 6.43565836e-01 -8.31629500e-02
-6.94476590e-02 8.25101398e-02]
[ -2.95992432e-01 -4.31160510e-01 5.56478117e-02 -4.68850423e-02
9.10389868e-01 1.41820347e-01 4.45988681e-01 4.76189777e-02
-8.83013526e-02 -1.35721841e-01]
[ -2.06246175e-01 -3.21389379e-01 2.51602389e-01 -2.41979096e-01
6.62823743e-01 -4.48587083e-02 7.04232259e-01 1.30883837e-02
-2.56545474e-01 -2.66885825e-02]
[ -1.34259259e-01 -2.36315194e-01 -1.82298190e-01 -1.05620926e-01
4.99473224e-01 -2.28943744e-01 1.91239459e-01 1.68482971e-01
-1.24667693e-02 -1.22896163e-01]
[ 9.81670647e-02 2.25567448e-01 1.58550357e-01 -1.09761729e-01
-3.84230917e-02 5.54718342e-02 -1.27077199e-01 2.81380535e-01
6.11180814e-02 1.63393646e-01]
[ 3.58235676e-01 3.51642230e-01 -7.89558455e-02 3.24235021e-01
-9.13505796e-01 -2.90977081e-01 -5.01056696e-01 1.78273879e-01
3.94203144e-01 -1.66690911e-02]
[ 4.60427092e-02 1.26873584e-01 2.52726421e-01 2.46948403e-01
-5.40482249e-02 -1.95684713e-01 -1.73718433e-01 -1.33154968e-01
-1.40854222e-01 -2.91553600e-01]
[ 2.06879089e-02 -7.55554592e-02 -1.19903352e-01 -5.82320140e-02
2.35561736e-01 4.11647292e-02 8.73479800e-04 -1.85119107e-01
3.03293859e-02 2.03249603e-01]
[ 3.49235919e-04 -5.33236198e-02 -6.75104375e-02 -5.29684741e-02
-2.23407172e-02 -1.77212382e-01 8.56318411e-02 9.80604796e-03
3.56060295e-02 2.60798526e-03]
[ 3.05995628e-02 8.28348556e-02 2.44510358e-01 7.53888559e-02
-2.34054123e-01 -1.36013089e-01 1.00454150e-01 3.96601809e-02
-1.84752330e-01 1.07833579e-01]
[ 7.45992360e-02 4.32353724e-02 1.08248062e-01 9.87287995e-03
-2.47976350e-01 6.74946778e-02 5.15863945e-02 -2.70806639e-01
-1.57992295e-02 -8.61558035e-02]
[ -1.30658961e-02 9.40652457e-02 8.34064016e-02 -3.47879777e-02
-3.95896488e-02 1.81470566e-01 9.80615360e-02 1.17937231e-01
-2.53448120e-02 1.67316289e-01]
[ 2.27224018e-01 9.03929538e-02 3.11579354e-02 8.93468601e-02
6.35159457e-03 -2.60186729e-02 -1.86603665e-01 1.49102572e-01
-4.78613222e-02 -1.18713776e-02]
[ 4.49260462e-02 7.90737824e-03 1.78515980e-02 4.39898410e-02
-4.24913408e-01 -1.23823984e-01 -2.14493927e-01 4.12979984e-02
1.21062727e-01 1.95246275e-01]
[ 5.34067517e-02 5.10724008e-01 1.25817505e-01 4.28488213e-01
-1.18134520e+00 -3.05000403e-01 -5.94276213e-01 -7.14664271e-02
2.95078626e-01 3.38330873e-01]
[ 1.81429216e-01 5.06755122e-01 6.80496783e-02 4.32777897e-01
-9.72256638e-01 -8.50466634e-02 -4.47008968e-01 1.51417212e-01
2.15132691e-01 4.84397863e-01]
[ 2.58780779e-01 3.27845870e-01 2.48774632e-01 1.56411389e-01
-4.69791696e-01 7.80250801e-02 -2.35514003e-01 1.63181740e-01
2.46201261e-01 8.64806181e-02]
[ -7.37220986e-02 2.25867336e-01 2.41370328e-01 1.68271439e-02
-4.48288800e-02 1.30618100e-01 -1.05103303e-01 -1.52012174e-02
-3.25131375e-02 5.04577628e-02]
[ -1.00021913e-01 -2.87541511e-03 2.42418429e-02 9.18755264e-02
-5.20495421e-02 1.16234283e-01 2.49463809e-01 1.99219726e-02
-2.75892493e-01 -9.48302662e-02]
[ -2.23562018e-01 -3.69447780e-02 -9.45868736e-02 -3.47547613e-01
1.92452720e-01 1.20299734e-01 1.13102011e-01 1.03101111e-01
-2.09569517e-01 2.93284553e-02]
[ 8.11172740e-03 -4.05409251e-01 -1.28424044e-01 -1.64182848e-01
3.79697953e-01 2.64465865e-02 1.95237815e-01 1.52195178e-01
-1.67578847e-01 -2.25246776e-01]
[ 1.19512919e-01 -2.22398713e-01 -1.52322118e-01 -1.35146732e-02
9.64973073e-03 -5.02572670e-02 8.04835731e-02 -1.52880101e-01
1.20443293e-01 -1.46872578e-01]
[ -1.16407610e-01 6.04542309e-02 2.64243425e-01 -5.28305756e-03
1.54504100e-01 8.04260008e-02 4.94994591e-02 -2.97325287e-01
-1.11335104e-01 -5.78179383e-02]
[ -3.48636155e-01 1.26389017e-02 1.43214248e-02 -2.66803010e-02
1.59266701e-01 -1.74309365e-01 1.94488469e-02 2.34288171e-01
-8.58973149e-02 7.41214465e-02]
[ 1.42994914e-01 4.69654703e-03 -2.35097589e-01 -8.54743617e-02
1.26271635e-01 -2.97468554e-01 8.25796823e-02 -1.67698502e-01
-8.68734192e-04 -1.90910949e-01]
[ 2.13810804e-01 -1.86035459e-01 6.52906956e-02 -1.98448601e-02
8.42008599e-02 -3.73099225e-02 3.87252239e-02 -1.36538450e-01
1.15679348e-01 -1.76210680e-01]
[ -1.07504216e-01 -8.57357959e-02 1.20710805e-01 1.07394011e-01
4.45794760e-02 -1.13116605e-01 2.68041201e-01 -7.82962616e-02
1.81542234e-01 -6.57302853e-03]
[ -1.92762873e-02 -2.05798471e-01 1.93138461e-01 -2.69680042e-01
-9.28239455e-02 1.22698724e-01 9.62384371e-02 -1.19219605e-01
7.75108577e-03 2.03321326e-01]]
[[ 0.6276537 ]
[ 1.67965236]
[ 0.24712519]
[ 0.88039901]
[-2.73393716]
[-0.27257921]
[-1.70270018]
[ 0.06715874]
[ 0.69790498]
[ 0.8863533 ]]
Progress: 38.9% ... Training loss: 0.274 ... Validation loss: 0.440[[ 1.62247793e-01 2.31375740e-01 -1.04972684e-01 1.09752246e-01
-5.35195333e-01 -7.13412713e-02 -6.84415535e-02 1.21447724e-01
-5.73513207e-02 1.90941679e-01]
[ 1.54423540e-02 1.52027162e-01 -1.87290381e-02 4.82756287e-02
7.72344361e-02 -7.36787780e-03 3.12898584e-01 4.13800879e-02
1.43355798e-01 -2.59853498e-02]
[ 2.00494989e-01 7.71411551e-01 1.49101426e-02 -3.30529189e-02
5.60092735e-01 -2.52231485e-02 -8.63887554e-01 -3.98275509e-02
6.29867542e-02 2.93059202e-01]
[ 3.09344721e-02 -3.56132364e-01 -2.04584835e-01 1.47001179e-01
-4.85749570e-03 1.36542508e-01 1.86448009e-01 6.18832581e-02
1.03564335e-01 2.58302185e-01]
[ -1.72800191e-02 1.07147550e-01 -1.47379759e-01 4.63016309e-02
-4.92441002e-02 -1.81851114e-01 5.51672583e-02 -1.17706666e-01
-1.91011367e-01 -3.86221116e-02]
[ -3.84271543e-01 -6.35120657e-01 -2.96389223e-01 1.65045764e-01
-7.62465328e-02 3.92586634e-02 3.28915982e-01 -3.76872640e-02
-1.77685640e-02 -1.47891046e-02]
[ -9.57671118e-03 -2.34643340e-01 7.78356932e-03 8.48723853e-02
7.15825551e-03 -6.92406178e-02 1.91595400e-01 -1.91349459e-01
1.91473741e-01 2.80751947e-02]
[ 1.08772122e-01 -2.58184493e-01 3.29786002e-02 -7.43526652e-02
4.74411856e-02 -4.77852011e-02 8.47316822e-02 1.18736821e-01
7.75298227e-02 -2.66941299e-02]
[ -1.73874891e-01 -1.45108455e-01 -3.02538384e-01 -1.94732206e-02
-2.19354223e-02 6.85902221e-02 -1.37390300e-01 -2.91508005e-02
2.64774734e-01 -1.31456399e-01]
[ 4.71828984e-02 -3.99971789e-01 8.57904084e-02 1.97965718e-02
-1.23090758e-01 -1.16183647e-01 1.98671304e-01 -1.05782443e-01
1.59425928e-02 9.29025335e-02]
[ -8.50782314e-02 -8.33269584e-02 1.49993495e-03 -1.41040779e-01
-4.11835233e-02 1.65650413e-02 2.06653746e-01 -1.02806097e-01
-1.03890137e-02 -1.23903001e-01]
[ -1.26346142e-01 -1.92384692e-01 -7.23178796e-02 -4.35719086e-03
3.84593739e-01 1.02850618e-01 1.47644976e-01 -1.67750070e-02
-1.74878542e-01 -2.20305163e-01]
[ -1.57866226e-01 3.24191308e-03 6.14860080e-02 2.04600816e-02
-1.70130600e-01 -2.19301952e-01 -1.76195984e-01 -1.97139230e-01
8.57553168e-02 1.72577546e-01]
[ -2.70055847e-01 -3.30048793e-01 1.00413689e-01 2.31052408e-01
-1.21837215e-01 -6.96426502e-02 7.48640475e-02 -2.59255852e-01
-2.57906862e-01 -6.91738518e-02]
[ 1.02874143e-01 -1.85965639e-01 -2.18843144e-02 1.19201529e-01
-5.43105185e-02 -8.83450856e-02 2.37036033e-01 3.03844157e-03
2.73408822e-02 4.83129745e-03]
[ 3.86827338e-02 -1.00351102e-01 -2.09875381e-01 1.54485104e-01
-6.69155925e-02 8.24037365e-02 -3.89628353e-02 -1.97014345e-02
-8.72329382e-02 -2.15018473e-03]
[ -1.22013391e-01 -8.36534696e-02 -2.02518134e-01 1.55958738e-01
9.81137645e-03 1.34419843e-01 1.57741222e-02 -2.50562947e-01
7.05846369e-02 -1.98252225e-01]
[ -6.84464498e-02 -4.63531777e-02 2.75592289e-01 1.00272762e-01
1.17251738e-01 -6.13577328e-02 -1.18641987e-01 1.20662111e-01
7.52255495e-02 3.66060216e-02]
[ 5.88511180e-02 -2.03786961e-02 8.82161112e-02 8.92925305e-02
4.29736879e-02 -1.70523718e-02 2.17528265e-01 1.20442243e-01
-2.66415663e-02 -5.97661746e-02]
[ 1.14746684e-02 -1.44849513e-01 -2.90836261e-01 -4.84184657e-02
1.33459803e-01 -9.33098417e-02 1.46637080e-01 1.63349437e-01
1.10418988e-01 -2.73328824e-02]
[ 5.00150378e-02 -2.19535553e-02 -1.15548292e-01 4.70397526e-02
-1.09472842e-01 3.20763991e-01 2.64596049e-01 2.04862850e-01
-1.57974241e-01 -5.94754419e-02]
[ 4.48137462e-03 -3.15833896e-03 1.23943175e-01 1.09747239e-01
-6.73499785e-03 1.04230100e-01 -1.18775731e-01 -4.14305193e-02
2.16941235e-01 8.30876469e-02]
[ 1.16742565e-01 8.97697739e-02 -4.24415153e-02 -8.89817684e-02
-1.18022310e-01 -3.32556158e-01 1.04809282e-01 9.25849228e-03
1.50311923e-01 9.81130219e-02]
[ -1.03571834e-01 -3.37610310e-02 -1.65324609e-02 1.97737377e-02
2.66487682e-03 -2.03424145e-01 -6.59030907e-02 -2.02513461e-02
1.45420899e-02 1.24286855e-01]
[ -1.58038460e-01 -1.18542972e-01 -2.02588778e-01 -1.87560023e-02
-2.75270788e-01 -9.47700537e-05 4.49783601e-02 -2.51167424e-02
-8.67639751e-03 4.39905868e-02]
[ -3.14860594e-02 -1.16920608e-01 -7.53210010e-02 -1.27611795e-01
5.31934102e-01 2.76019459e-01 5.86627956e-01 1.12975123e-01
-1.82396197e-01 -3.79319832e-01]
[ -2.04724541e-02 -4.25743649e-01 -3.19501266e-02 -7.80149008e-02
6.73228033e-01 1.02129939e-01 5.56848151e-01 9.10100710e-02
2.60217886e-02 -3.91447925e-01]
[ 9.33946268e-03 -4.75927211e-01 -4.41114268e-02 -1.09058567e-01
6.80585093e-01 2.39081184e-02 5.19598069e-01 4.84732539e-02
-3.65749687e-01 -2.21675868e-01]
[ -1.73897052e-01 -6.19265730e-01 -1.05689829e-02 -2.06402946e-01
7.78476187e-01 -9.00823966e-02 6.45009521e-01 -8.32237555e-02
-7.00718427e-02 8.17377577e-02]
[ -2.95815213e-01 -4.30872275e-01 5.57153580e-02 -4.66357452e-02
9.10139020e-01 1.41744469e-01 4.45531353e-01 4.76385696e-02
-8.81124408e-02 -1.35456529e-01]
[ -2.05951746e-01 -3.21018131e-01 2.51748530e-01 -2.41459542e-01
6.61359566e-01 -4.50196351e-02 7.03843747e-01 1.31260841e-02
-2.56166739e-01 -2.62078998e-02]
[ -1.33726398e-01 -2.35381501e-01 -1.82091952e-01 -1.04852791e-01
4.97321485e-01 -2.29171552e-01 1.90135817e-01 1.68541027e-01
-1.18768321e-02 -1.22137053e-01]
[ 9.84067285e-02 2.25767737e-01 1.58656526e-01 -1.09386874e-01
-3.94128282e-02 5.53565427e-02 -1.27464025e-01 2.81406782e-01
6.14100809e-02 1.63759325e-01]
[ 3.57440591e-01 3.50331094e-01 -7.92407809e-02 3.23259167e-01
-9.11862642e-01 -2.90622848e-01 -4.98943022e-01 1.78193231e-01
3.93417733e-01 -1.77314533e-02]
[ 4.66713214e-02 1.28304135e-01 2.52966765e-01 2.47841781e-01
-5.67154624e-02 -1.95962182e-01 -1.75270187e-01 -1.33086553e-01
-1.40129620e-01 -2.90647464e-01]
[ 2.13465416e-02 -7.37187599e-02 -1.19635975e-01 -5.73004857e-02
2.32682509e-01 4.08690567e-02 -9.27875137e-04 -1.85048969e-01
3.10771498e-02 2.04081000e-01]
[ 4.69503862e-04 -5.31814642e-02 -6.74527347e-02 -5.27782809e-02
-2.26865432e-02 -1.77273713e-01 8.55178747e-02 9.82071153e-03
3.57603977e-02 2.80477175e-03]
[ 3.21075845e-02 8.65507653e-02 2.45125103e-01 7.76609177e-02
-2.41020538e-01 -1.36679011e-01 9.66937431e-02 3.98313338e-02
-1.82967066e-01 1.09888338e-01]
[ 7.49507627e-02 4.41847429e-02 1.08351392e-01 1.03600235e-02
-2.49480824e-01 6.73391623e-02 5.07459618e-02 -2.70770541e-01
-1.54319915e-02 -8.56734020e-02]
[ -1.25846462e-02 9.53085051e-02 8.35966479e-02 -3.41105939e-02
-4.16238748e-02 1.81258949e-01 9.67398746e-02 1.17988837e-01
-2.48306766e-02 1.67960406e-01]
[ 2.26797672e-01 8.93086559e-02 3.09951105e-02 8.87244583e-02
8.04467016e-03 -2.58280788e-02 -1.85598335e-01 1.49055838e-01
-4.83224311e-02 -1.24639638e-02]
[ 4.50532815e-02 8.30008935e-03 1.78928801e-02 4.41423067e-02
-4.25491157e-01 -1.23877964e-01 -2.14814890e-01 4.13097497e-02
1.21168585e-01 1.95391265e-01]
[ 5.37118948e-02 5.11386830e-01 1.25958161e-01 4.28946570e-01
-1.18252834e+00 -3.05114566e-01 -5.94902826e-01 -7.14310013e-02
2.95437524e-01 3.38808046e-01]
[ 1.80708794e-01 5.04733092e-01 6.77591269e-02 4.31780415e-01
-9.69293954e-01 -8.47231323e-02 -4.45018009e-01 1.51339906e-01
2.14398243e-01 4.83442624e-01]
[ 2.58471631e-01 3.27518017e-01 2.48659382e-01 1.55972548e-01
-4.69408874e-01 7.81451059e-02 -2.35080996e-01 1.63148476e-01
2.45860121e-01 8.60213543e-02]
[ -7.38074485e-02 2.25941017e-01 2.41339774e-01 1.67197917e-02
-4.47220265e-02 1.30653825e-01 -1.05022663e-01 -1.52094550e-02
-3.25743005e-02 5.02985196e-02]
[ -9.98323398e-02 -2.38689784e-03 2.43211055e-02 9.21589343e-02
-5.28545233e-02 1.16146112e-01 2.48952725e-01 1.99428389e-02
-2.75669751e-01 -9.45366534e-02]
[ -2.23383999e-01 -3.64736347e-02 -9.45178665e-02 -3.47294745e-01
1.91688687e-01 1.20224421e-01 1.12646447e-01 1.03120500e-01
-2.09371961e-01 2.95696626e-02]
[ 8.25919675e-03 -4.05370501e-01 -1.28363118e-01 -1.63950862e-01
3.79201622e-01 2.63757240e-02 1.94977757e-01 1.52212880e-01
-1.67428674e-01 -2.25018469e-01]
[ 1.18146684e-01 -2.25004895e-01 -1.52819635e-01 -1.52490620e-02
1.25982571e-02 -4.96826974e-02 8.38356042e-02 -1.53019363e-01
1.19236611e-01 -1.48680029e-01]
[ -1.16099514e-01 6.05392321e-02 2.64387632e-01 -4.81644970e-03
1.52817585e-01 8.02591322e-02 4.92278063e-02 -2.97285972e-01
-1.11004974e-01 -5.73629359e-02]
[ -3.48178752e-01 1.38159206e-02 1.44967153e-02 -2.60482771e-02
1.57778063e-01 -1.74497972e-01 1.83582751e-02 2.34336049e-01
-8.53956371e-02 7.47823187e-02]
[ 1.43063075e-01 4.94252381e-03 -2.35043295e-01 -8.53053476e-02
1.25848382e-01 -2.97524161e-01 8.23023208e-02 -1.67685288e-01
-7.18124789e-04 -1.90800273e-01]
[ 2.14958939e-01 -1.83858564e-01 6.57756498e-02 -1.81273347e-02
7.95704461e-02 -3.78148967e-02 3.64062678e-02 -1.36410694e-01
1.17045077e-01 -1.74557097e-01]
[ -1.07088824e-01 -8.52575426e-02 1.20872047e-01 1.08004549e-01
4.28875423e-02 -1.13272463e-01 2.67272258e-01 -7.82537906e-02
1.81860327e-01 -6.02569524e-03]
[ -1.71680252e-02 -2.00785029e-01 1.93966716e-01 -2.66537762e-01
-1.02548129e-01 1.21748929e-01 9.12836445e-02 -1.18983480e-01
1.02017532e-02 2.06142639e-01]]
[[ 0.64005115]
[ 1.69269459]
[ 0.26044903]
[ 0.89067024]
[-2.71877324]
[-0.26306448]
[-1.69433472]
[ 0.07800466]
[ 0.7078394 ]
[ 0.90122869]]
Progress: 38.9% ... Training loss: 0.277 ... Validation loss: 0.437[[ 1.61915602e-01 2.31517077e-01 -1.05094901e-01 1.09269820e-01
-5.33108462e-01 -7.11226125e-02 -6.82363983e-02 1.21399067e-01
-5.77836336e-02 1.90615095e-01]
[ 1.52896345e-02 1.51607980e-01 -1.87953080e-02 4.80622134e-02
7.76002039e-02 -7.31527465e-03 3.13289263e-01 4.13611306e-02
1.43187281e-01 -2.62105346e-02]
[ 1.97980913e-01 7.67065822e-01 1.38042801e-02 -3.72037966e-02
5.73868319e-01 -2.40012188e-02 -8.59771678e-01 -4.01974406e-02
5.97020678e-02 2.89020834e-01]
[ 3.19403301e-02 -3.56484605e-01 -2.04048222e-01 1.49061119e-01
-9.90444833e-03 1.36122168e-01 1.87224439e-01 6.20167841e-02
1.04941760e-01 2.60187588e-01]
[ -1.93380779e-02 1.02144661e-01 -1.48288681e-01 4.35747679e-02
-4.32496441e-02 -1.81128908e-01 6.01313504e-02 -1.17930139e-01
-1.93179831e-01 -4.15013235e-02]
[ -3.85197016e-01 -6.37230477e-01 -2.96757361e-01 1.63876297e-01
-7.44757754e-02 3.95787840e-02 3.31104864e-01 -3.77890930e-02
-1.87486531e-02 -1.60055337e-02]
[ -8.59915783e-03 -2.32911252e-01 8.20053668e-03 8.63914551e-02
3.67267146e-03 -6.96070816e-02 1.89585208e-01 -1.91218454e-01
1.92696320e-01 2.97768303e-02]
[ 1.07230225e-01 -2.60862611e-01 3.22795160e-02 -7.68611706e-02
5.42239966e-02 -4.71067864e-02 8.75267776e-02 1.18519425e-01
7.54936103e-02 -2.91551590e-02]
[ -1.73919635e-01 -1.45240764e-01 -3.02541894e-01 -1.95731954e-02
-2.16958981e-02 6.86178027e-02 -1.37095015e-01 -2.91600301e-02
2.64726870e-01 -1.31531524e-01]
[ 4.70644856e-02 -3.99344390e-01 8.57119178e-02 1.93471417e-02
-1.22802256e-01 -1.16113818e-01 1.97812162e-01 -1.05802813e-01
1.56900652e-02 9.26911186e-02]
[ -8.62235238e-02 -8.57731153e-02 1.03733988e-03 -1.42644494e-01
-3.73005153e-02 1.70354315e-02 2.09358767e-01 -1.02946924e-01
-1.16460307e-02 -1.25478166e-01]
[ -1.26616997e-01 -1.93754091e-01 -7.24305587e-02 -4.56292316e-03
3.85729738e-01 1.02970052e-01 1.49068169e-01 -1.68112613e-02
-1.75210584e-01 -2.20569531e-01]
[ -1.57866226e-01 3.24191308e-03 6.14860080e-02 2.04600816e-02
-1.70130600e-01 -2.19301952e-01 -1.76195984e-01 -1.97139230e-01
8.57553168e-02 1.72577546e-01]
[ -2.70436472e-01 -3.30656474e-01 1.00243741e-01 2.30542313e-01
-1.21299164e-01 -6.95018695e-02 7.56096247e-02 -2.59299366e-01
-2.58348335e-01 -6.97158669e-02]
[ 1.02299273e-01 -1.87130036e-01 -2.21020894e-02 1.18462247e-01
-5.27537220e-02 -8.81422384e-02 2.38194204e-01 2.97183248e-03
2.67291785e-02 4.06935487e-03]
[ 3.89196817e-02 -1.00527666e-01 -2.09781226e-01 1.54848396e-01
-6.80704392e-02 8.22881288e-02 -3.89012909e-02 -1.96681990e-02
-8.69147118e-02 -1.76513249e-03]
[ -1.21853959e-01 -8.32582862e-02 -2.02455236e-01 1.56128950e-01
9.30280536e-03 1.34340817e-01 1.55614973e-02 -2.50539665e-01
7.07993033e-02 -1.97978824e-01]
[ -6.77291179e-02 -4.46220435e-02 2.75901985e-01 1.01248075e-01
1.14842841e-01 -6.16283422e-02 -1.20510579e-01 1.20756396e-01
7.60555506e-02 3.77085298e-02]
[ 5.78035462e-02 -2.24806943e-02 8.77721471e-02 8.78193198e-02
4.76305846e-02 -1.65481771e-02 2.19558806e-01 1.20293952e-01
-2.79629278e-02 -6.12614974e-02]
[ 1.09307249e-02 -1.46034045e-01 -2.91093810e-01 -4.92934990e-02
1.35582272e-01 -9.30836638e-02 1.47645625e-01 1.63271737e-01
1.09725008e-01 -2.82320730e-02]
[ 4.99666528e-02 -2.18484143e-02 -1.15566542e-01 4.69826247e-02
-1.09257221e-01 3.20781100e-01 2.64600420e-01 2.04858363e-01
-1.58019410e-01 -5.95293425e-02]
[ 5.08910767e-03 -1.68378764e-03 1.24188640e-01 1.10598314e-01
-9.10007763e-03 1.03996413e-01 -1.20155728e-01 -4.13555196e-02
2.17577959e-01 8.39841841e-02]
[ 1.16348405e-01 8.86653590e-02 -4.25936680e-02 -8.95317007e-02
-1.16342891e-01 -3.32399770e-01 1.05879677e-01 9.21168413e-03
1.49909697e-01 9.75590082e-02]
[ -1.03830856e-01 -3.43323273e-02 -1.66397486e-02 1.93758895e-02
3.58370497e-03 -2.03317590e-01 -6.52205448e-02 -2.02854888e-02
1.42222764e-02 1.23881410e-01]
[ -1.58045888e-01 -1.18526256e-01 -2.02587830e-01 -1.87722427e-02
-2.75213967e-01 -9.02416733e-05 4.49469555e-02 -2.51184437e-02
-8.68187453e-03 4.39939710e-02]
[ -3.11431705e-02 -1.16262039e-01 -7.51883756e-02 -1.27143928e-01
5.30815577e-01 2.75883787e-01 5.85960333e-01 1.13014167e-01
-1.82017151e-01 -3.78834761e-01]
[ -2.06114989e-02 -4.26293583e-01 -3.20089196e-02 -7.82106340e-02
6.73650601e-01 1.02185823e-01 5.57335737e-01 9.09936955e-02
2.58709678e-02 -3.91653908e-01]
[ 9.27299496e-03 -4.76576113e-01 -4.41364238e-02 -1.09175912e-01
6.80834025e-01 2.39339770e-02 5.20091956e-01 4.84648145e-02
-3.65838846e-01 -2.21776200e-01]
[ -1.74051960e-01 -6.19587289e-01 -1.06303419e-02 -2.06617508e-01
7.79098636e-01 -9.00205239e-02 6.45309742e-01 -8.32425370e-02
-7.02367306e-02 8.15283233e-02]
[ -2.96019905e-01 -4.31229398e-01 5.56327348e-02 -4.69212162e-02
9.10973489e-01 1.41828516e-01 4.45903257e-01 4.76137867e-02
-8.83349323e-02 -1.35736387e-01]
[ -2.05715870e-01 -3.20855044e-01 2.51846464e-01 -2.41121466e-01
6.60342146e-01 -4.51197399e-02 7.03663053e-01 1.31557443e-02
-2.55897703e-01 -2.58717516e-02]
[ -1.33716772e-01 -2.35275845e-01 -1.82088542e-01 -1.04841885e-01
4.97324776e-01 -2.29170267e-01 1.90111038e-01 1.68541764e-01
-1.18638504e-02 -1.22129028e-01]
[ 9.85373405e-02 2.26104690e-01 1.58710931e-01 -1.09201011e-01
-3.99242703e-02 5.53017932e-02 -1.27810396e-01 2.81423080e-01
6.15549539e-02 1.63948189e-01]
[ 3.58067062e-01 3.52333634e-01 -7.89439964e-02 3.24183412e-01
-9.14502955e-01 -2.90870329e-01 -5.00766241e-01 1.78277428e-01
3.94138612e-01 -1.67384870e-02]
[ 4.69022029e-02 1.28852756e-01 2.53061180e-01 2.48141967e-01
-5.75529821e-02 -1.96063077e-01 -1.75871939e-01 -1.33053117e-01
-1.39844477e-01 -2.90284356e-01]
[ 2.10931474e-02 -7.45591138e-02 -1.19740874e-01 -5.76746768e-02
2.33640277e-01 4.09717021e-02 -2.29303946e-04 -1.85078756e-01
3.07963224e-02 2.03745824e-01]
[ 4.19786338e-04 -5.34341841e-02 -6.74695042e-02 -5.28736450e-02
-2.22008694e-02 -1.77240560e-01 8.58445105e-02 9.81216927e-03
3.56864695e-02 2.70088301e-03]
[ 3.25400004e-02 8.79551449e-02 2.45297985e-01 7.82702780e-02
-2.43062730e-01 -1.36857813e-01 9.55105768e-02 3.98882318e-02
-1.82440812e-01 1.10494528e-01]
[ 7.42424338e-02 4.27287890e-02 1.08046391e-01 9.26618399e-03
-2.45974443e-01 6.76392730e-02 5.22696571e-02 -2.70862786e-01
-1.63026841e-02 -8.67611590e-02]
[ -1.34641579e-02 9.32653156e-02 8.32138940e-02 -3.54719100e-02
-3.77683982e-02 1.81656157e-01 9.88054236e-02 1.17870684e-01
-2.59052058e-02 1.66644629e-01]
[ 2.26315336e-01 8.84111726e-02 3.07973196e-02 8.80540186e-02
9.67091792e-03 -2.56523787e-02 -1.84716643e-01 1.48996694e-01
-4.88571113e-02 -1.31514413e-02]
[ 4.49785769e-02 8.36098574e-03 1.78538457e-02 4.40016555e-02
-4.25384982e-01 -1.23825745e-01 -2.15077035e-01 4.12955247e-02
1.21100256e-01 1.95291989e-01]
[ 5.37645408e-02 5.11814795e-01 1.25961993e-01 4.29020096e-01
-1.18350309e+00 -3.05149695e-01 -5.95038388e-01 -7.14276309e-02
2.95390012e-01 3.38879981e-01]
[ 1.79905623e-01 5.02549290e-01 6.74336136e-02 4.30860003e-01
-9.66608302e-01 -8.44040483e-02 -4.42924134e-01 1.51242541e-01
2.13569345e-01 4.82456886e-01]
[ 2.58419705e-01 3.27416828e-01 2.48619798e-01 1.55852412e-01
-4.69106582e-01 7.81781693e-02 -2.35026653e-01 1.63137630e-01
2.45753218e-01 8.58927909e-02]
[ -7.36733714e-02 2.26340905e-01 2.41405877e-01 1.69266121e-02
-4.54213037e-02 1.30590970e-01 -1.05438305e-01 -1.51911975e-02
-3.24035630e-02 5.05140787e-02]
[ -9.97007859e-02 -2.09182030e-03 2.43796077e-02 9.23554845e-02
-5.33769665e-02 1.16087634e-01 2.48661350e-01 1.99602002e-02
-2.75514751e-01 -9.43348738e-02]
[ -2.23366787e-01 -3.64383112e-02 -9.45097990e-02 -3.47266646e-01
1.91607462e-01 1.20215939e-01 1.12606007e-01 1.03122995e-01
-2.09349837e-01 2.95975078e-02]
[ 8.24858012e-03 -4.05345407e-01 -1.28366725e-01 -1.63961777e-01
3.79296863e-01 2.63758943e-02 1.94921635e-01 1.52212362e-01
-1.67442679e-01 -2.25027649e-01]
[ 1.18864829e-01 -2.23163677e-01 -1.52569984e-01 -1.42697644e-02
9.35331211e-03 -4.99394697e-02 8.18762890e-02 -1.52937534e-01
1.20033928e-01 -1.47655090e-01]
[ -1.16381395e-01 5.97387831e-02 2.64272127e-01 -5.20635962e-03
1.53807874e-01 8.03582569e-02 5.01229725e-02 -2.97313872e-01
-1.11277012e-01 -5.77073391e-02]
[ -3.48909533e-01 1.23054914e-02 1.42075650e-02 -2.71409697e-02
1.60317555e-01 -1.74199504e-01 1.99136128e-02 2.34244748e-01
-8.62350713e-02 7.37220840e-02]
[ 1.41912028e-01 2.30295557e-03 -2.35487913e-01 -8.68699476e-02
1.29838178e-01 -2.97108137e-01 8.49322257e-02 -1.67818421e-01
-1.98030088e-03 -1.92425881e-01]
[ 2.14898169e-01 -1.83607545e-01 6.57305265e-02 -1.84520953e-02
8.08244382e-02 -3.77315194e-02 3.65348766e-02 -1.36432565e-01
1.16786298e-01 -1.74741800e-01]
[ -1.07421294e-01 -8.60919245e-02 1.20728343e-01 1.07663108e-01
4.44775747e-02 -1.13121883e-01 2.67838717e-01 -7.82984713e-02
1.81451338e-01 -6.37496289e-03]
[ -1.68637806e-02 -2.00280596e-01 1.94101401e-01 -2.66062533e-01
-1.04359277e-01 1.21617780e-01 9.07365531e-02 -1.18943874e-01
1.06042647e-02 2.06630969e-01]]
[[ 0.63425005]
[ 1.68507003]
[ 0.25597438]
[ 0.88565734]
[-2.7271242 ]
[-0.26679292]
[-1.69879633]
[ 0.07270623]
[ 0.70334007]
[ 0.89487175]]
Progress: 39.0% ... Training loss: 0.273 ... Validation loss: 0.438[[ 1.58472345e-01 2.23628444e-01 -1.06522481e-01 1.04402664e-01
-5.20782268e-01 -6.96043058e-02 -5.96614391e-02 1.20985503e-01
-6.16911897e-02 1.85592023e-01]
[ 1.49241630e-02 1.50857742e-01 -1.89445891e-02 4.75492024e-02
7.86710378e-02 -7.15586992e-03 3.13895859e-01 4.13179718e-02
1.42775211e-01 -2.67343983e-02]
[ 1.97010546e-01 7.64822848e-01 1.33607998e-02 -3.87948852e-02
5.78740709e-01 -2.36382390e-02 -8.57170820e-01 -4.03130847e-02
5.84544297e-02 2.87351048e-01]
[ 3.50778728e-02 -3.49734113e-01 -2.02837010e-01 1.53326082e-01
-2.16394420e-02 1.35014985e-01 1.80553221e-01 6.23021458e-02
1.08255107e-01 2.64309742e-01]
[ -2.06748941e-02 9.99788523e-02 -1.48874236e-01 4.17011677e-02
-3.94942583e-02 -1.80688801e-01 6.24762850e-02 -1.18032310e-01
-1.94808603e-01 -4.36012714e-02]
[ -3.85920107e-01 -6.38620707e-01 -2.97042312e-01 1.62990692e-01
-7.37423598e-02 3.98778997e-02 3.32659145e-01 -3.78680376e-02
-1.95514933e-02 -1.69874318e-02]
[ -1.13739498e-02 -2.38784348e-01 7.07916972e-03 8.24461140e-02
1.49781696e-02 -6.85003730e-02 1.95988773e-01 -1.91507273e-01
1.89612290e-01 2.59389693e-02]
[ 1.06771528e-01 -2.62745634e-01 3.21004348e-02 -7.75034995e-02
5.48271093e-02 -4.68692252e-02 8.93689139e-02 1.18450282e-01
7.49110851e-02 -3.00207117e-02]
[ -1.74603932e-01 -1.46979583e-01 -3.02828065e-01 -2.05221310e-02
-1.84854171e-02 6.88754736e-02 -1.35130431e-01 -2.92360994e-02
2.64013660e-01 -1.32519109e-01]
[ 4.17598896e-02 -4.11389683e-01 8.35318416e-02 1.17840110e-02
-1.03221038e-01 -1.13879006e-01 2.10748477e-01 -1.06410731e-01
9.70719178e-03 8.50185175e-02]
[ -8.54338307e-02 -8.40794154e-02 1.40834166e-03 -1.41360785e-01
-4.14858830e-02 1.66492977e-02 2.07663052e-01 -1.02837577e-01
-1.07072704e-02 -1.24291555e-01]
[ -1.26742970e-01 -1.94287668e-01 -7.24930546e-02 -4.70571246e-03
3.86186395e-01 1.03022430e-01 1.49592133e-01 -1.68256670e-02
-1.75349077e-01 -2.20756438e-01]
[ -1.57866226e-01 3.24191308e-03 6.14860080e-02 2.04600816e-02
-1.70130600e-01 -2.19301952e-01 -1.76195984e-01 -1.97139230e-01
8.57553168e-02 1.72577546e-01]
[ -2.70678230e-01 -3.31143971e-01 1.00158383e-01 2.30274759e-01
-1.21582800e-01 -6.93960007e-02 7.60609959e-02 -2.59326451e-01
-2.58653771e-01 -7.01105196e-02]
[ 1.02003690e-01 -1.87799551e-01 -2.22205326e-02 1.18076362e-01
-5.20839573e-02 -8.80261375e-02 2.38944720e-01 2.93949234e-03
2.64158744e-02 3.71747269e-03]
[ 3.84034435e-02 -1.01650366e-01 -2.10004589e-01 1.54063026e-01
-6.58774032e-02 8.25226199e-02 -3.76878704e-02 -1.97285929e-02
-8.75340365e-02 -2.50265990e-03]
[ -1.23364382e-01 -8.62608116e-02 -2.03063728e-01 1.54007207e-01
1.53220025e-02 1.34931120e-01 1.87534547e-02 -2.50688469e-01
6.91425686e-02 -2.00016437e-01]
[ -6.84144766e-02 -4.61794234e-02 2.75629510e-01 1.00293628e-01
1.17783448e-01 -6.13395802e-02 -1.18594452e-01 1.20680186e-01
7.53067211e-02 3.67212144e-02]
[ 5.73245552e-02 -2.34575584e-02 8.75650746e-02 8.70746831e-02
4.97297779e-02 -1.63506660e-02 2.20606116e-01 1.20236014e-01
-2.85047633e-02 -6.20004595e-02]
[ 1.02737809e-02 -1.47512534e-01 -2.91361633e-01 -5.01536463e-02
1.37237281e-01 -9.27988273e-02 1.49287237e-01 1.63201126e-01
1.08954162e-01 -2.90733262e-02]
[ 5.04417587e-02 -2.12675854e-02 -1.15380187e-01 4.76089372e-02
-1.11542281e-01 3.20608610e-01 2.63821997e-01 2.04893462e-01
-1.57563843e-01 -5.89907576e-02]
[ 4.94547645e-03 -2.17661697e-03 1.24145602e-01 1.10415400e-01
-8.58716727e-03 1.04055571e-01 -1.19573931e-01 -4.13720102e-02
2.17447771e-01 8.36436013e-02]
[ 1.15787854e-01 8.72990367e-02 -4.28225595e-02 -9.03131860e-02
-1.13909354e-01 -3.32188200e-01 1.07309816e-01 9.14920324e-03
1.49321863e-01 9.67834207e-02]
[ -1.04020057e-01 -3.49049360e-02 -1.67206219e-02 1.91058213e-02
4.42202831e-03 -2.03236221e-01 -6.46597789e-02 -2.03076286e-02
1.40211133e-02 1.23594979e-01]
[ -1.57883191e-01 -1.18265523e-01 -2.02509927e-01 -1.84665152e-02
-2.76154341e-01 -1.86665448e-04 4.47049278e-02 -2.50920268e-02
-8.44455232e-03 4.42742973e-02]
[ -3.14870722e-02 -1.17373979e-01 -7.53333228e-02 -1.27632167e-01
5.32322206e-01 2.76030869e-01 5.87018032e-01 1.12975814e-01
-1.82402091e-01 -3.79299979e-01]
[ -2.05203371e-02 -4.26223500e-01 -3.19587269e-02 -7.80413840e-02
6.73131124e-01 1.02132782e-01 5.57265582e-01 9.10077460e-02
2.60095111e-02 -3.91512817e-01]
[ 9.25417787e-03 -4.76709383e-01 -4.41309171e-02 -1.09156436e-01
6.80867788e-01 2.39289242e-02 5.20335712e-01 4.84657131e-02
-3.65835780e-01 -2.21788775e-01]
[ -1.74415932e-01 -6.20310031e-01 -1.07772807e-02 -2.07146427e-01
7.80647185e-01 -8.98669320e-02 6.46048581e-01 -8.32838776e-02
-7.06542815e-02 8.10233105e-02]
[ -2.96371184e-01 -4.31996846e-01 5.55169743e-02 -4.72989895e-02
9.11868613e-01 1.41943215e-01 4.46865939e-01 4.75817955e-02
-8.86207539e-02 -1.36115597e-01]
[ -2.06025558e-01 -3.21760670e-01 2.51705652e-01 -2.41570744e-01
6.61394787e-01 -4.49820232e-02 7.04547546e-01 1.31188036e-02
-2.56261021e-01 -2.63076029e-02]
[ -1.33994439e-01 -2.35836558e-01 -1.82206346e-01 -1.05218974e-01
4.98504639e-01 -2.29061441e-01 1.90706681e-01 1.68509862e-01
-1.21504228e-02 -1.22521350e-01]
[ 9.78902720e-02 2.24529638e-01 1.58455884e-01 -1.10123744e-01
-3.75203809e-02 5.55716990e-02 -1.26162735e-01 2.81344667e-01
6.08636716e-02 1.63029546e-01]
[ 3.58279603e-01 3.52412653e-01 -7.88840360e-02 3.24366013e-01
-9.15412812e-01 -2.90896280e-01 -5.00945817e-01 1.78283586e-01
3.94212004e-01 -1.65758327e-02]
[ 4.66659948e-02 1.28483869e-01 2.52964633e-01 2.47777105e-01
-5.66891640e-02 -1.95954651e-01 -1.75406964e-01 -1.33080824e-01
-1.40106149e-01 -2.90636458e-01]
[ 2.09424623e-02 -7.49345790e-02 -1.19808479e-01 -5.79102848e-02
2.34358713e-01 4.10399407e-02 1.33947564e-04 -1.85097454e-01
3.06151317e-02 2.03531478e-01]
[ 6.08791319e-04 -5.29525334e-02 -6.73932406e-02 -5.26236662e-02
-2.30709717e-02 -1.77299788e-01 8.53871691e-02 9.83112736e-03
3.59029490e-02 2.85365683e-03]
[ 3.19822695e-02 8.66385896e-02 2.45078064e-01 7.74721415e-02
-2.40497772e-01 -1.36638967e-01 9.68506083e-02 3.98223910e-02
-1.83092694e-01 1.09759115e-01]
[ 7.32684614e-02 4.02731659e-02 1.07659686e-01 7.89403552e-03
-2.41939518e-01 6.80501721e-02 5.46886208e-02 -2.70967065e-01
-1.73848613e-02 -8.80639190e-02]
[ -1.36789904e-02 9.30804521e-02 8.31242281e-02 -3.57560301e-02
-3.71948102e-02 1.81709997e-01 9.91791353e-02 1.17851975e-01
-2.61238077e-02 1.66294446e-01]
[ 2.26384291e-01 8.88194606e-02 3.08259349e-02 8.81653363e-02
9.00573362e-03 -2.57045275e-02 -1.85161483e-01 1.49005196e-01
-4.87821825e-02 -1.30468219e-02]
[ 4.47523052e-02 8.34498520e-03 1.77450947e-02 4.36426923e-02
-4.24077390e-01 -1.23755558e-01 -2.15014705e-01 4.12801108e-02
1.20828682e-01 1.94950011e-01]
[ 5.38060851e-02 5.12143939e-01 1.25987260e-01 4.29143322e-01
-1.18422565e+00 -3.05156158e-01 -5.95017733e-01 -7.14159807e-02
2.95388248e-01 3.38888840e-01]
[ 1.80220462e-01 5.02616824e-01 6.75663251e-02 4.31384941e-01
-9.68939808e-01 -8.45506999e-02 -4.43020754e-01 1.51283726e-01
2.13962178e-01 4.82886755e-01]
[ 2.57809117e-01 3.25951350e-01 2.48384992e-01 1.54993535e-01
-4.67170303e-01 7.84426834e-02 -2.33641789e-01 1.63066797e-01
2.45065459e-01 8.50256331e-02]
[ -7.37269225e-02 2.26341668e-01 2.41374110e-01 1.68578617e-02
-4.52474846e-02 1.30613641e-01 -1.05340733e-01 -1.51971095e-02
-3.24282116e-02 5.04411038e-02]
[ -9.98191318e-02 -2.26809965e-03 2.43235572e-02 9.21778766e-02
-5.28141451e-02 1.16144879e-01 2.48775698e-01 1.99433593e-02
-2.75672527e-01 -9.45055977e-02]
[ -2.23232082e-01 -3.60684055e-02 -9.44534964e-02 -3.47063942e-01
1.91054839e-01 1.20157702e-01 1.12236660e-01 1.03137858e-01
-2.09195416e-01 2.97635578e-02]
[ 8.00953086e-03 -4.05901021e-01 -1.28459986e-01 -1.64304373e-01
3.80363984e-01 2.64770329e-02 1.95532608e-01 1.52186295e-01
-1.67710417e-01 -2.25349992e-01]
[ 1.17031956e-01 -2.28699046e-01 -1.53392904e-01 -1.71434161e-02
1.78913755e-02 -4.90465403e-02 8.74995346e-02 -1.53176505e-01
1.17789043e-01 -1.50475079e-01]
[ -1.17598506e-01 5.68403834e-02 2.63806221e-01 -6.85823913e-03
1.58355970e-01 8.08419480e-02 5.29096289e-02 -2.97426975e-01
-1.12570001e-01 -5.93556812e-02]
[ -3.48958449e-01 1.25956864e-02 1.41870224e-02 -2.71287143e-02
1.59639375e-01 -1.74241685e-01 1.96330578e-02 2.34237384e-01
-8.62772703e-02 7.37318214e-02]
[ 1.41172897e-01 7.71859855e-04 -2.35777459e-01 -8.78603923e-02
1.32832147e-01 -2.96883717e-01 8.64820489e-02 -1.67893908e-01
-2.77561847e-03 -1.93429696e-01]
[ 2.14307338e-01 -1.84799966e-01 6.55140623e-02 -1.92197140e-02
8.30849627e-02 -3.74600709e-02 3.81789885e-02 -1.36497672e-01
1.16174020e-01 -1.75551623e-01]
[ -1.06679209e-01 -8.43647140e-02 1.21055078e-01 1.08770094e-01
4.13178661e-02 -1.13443098e-01 2.66134004e-01 -7.82054570e-02
1.82301222e-01 -5.25633580e-03]
[ -1.78178807e-02 -2.02025886e-01 1.93718475e-01 -2.67320391e-01
-1.03009533e-01 1.22009742e-01 9.28825493e-02 -1.19049833e-01
9.55944350e-03 2.05111676e-01]]
[[ 0.61789976]
[ 1.67292037]
[ 0.24032746]
[ 0.87021577]
[-2.7416686 ]
[-0.27902813]
[-1.71594204]
[ 0.06082628]
[ 0.68801395]
[ 0.87994492]]
Progress: 39.0% ... Training loss: 0.281 ... Validation loss: 0.451[[ 1.60552801e-01 2.28002390e-01 -1.05782875e-01 1.07203321e-01
-5.26799751e-01 -7.04454774e-02 -6.34136788e-02 1.21176185e-01
-5.94077698e-02 1.88572158e-01]
[ 1.52718523e-02 1.51613817e-01 -1.87805343e-02 4.81445379e-02
7.69538090e-02 -7.33153065e-03 3.13336314e-01 4.13567543e-02
1.43233079e-01 -2.62452727e-02]
[ 1.95820577e-01 7.65777879e-01 1.26467911e-02 -4.11338785e-02
5.84275987e-01 -2.28770130e-02 -8.57637328e-01 -4.04721985e-02
5.65068038e-02 2.85251483e-01]
[ 3.23175695e-02 -3.57141375e-01 -2.03842952e-01 1.49591317e-01
-1.39603320e-02 1.36147714e-01 1.88289594e-01 6.20401343e-02
1.05604672e-01 2.60630018e-01]
[ -2.13801177e-02 9.86101269e-02 -1.49039536e-01 4.03671869e-02
-3.34436030e-02 -1.80101813e-01 6.32136680e-02 -1.18117495e-01
-1.95700371e-01 -4.41566178e-02]
[ -3.83971988e-01 -6.36049171e-01 -2.96194814e-01 1.66102282e-01
-8.18463683e-02 3.88664734e-02 3.30046424e-01 -3.76459796e-02
-1.70826943e-02 -1.39697340e-02]
[ -9.91605928e-03 -2.36266565e-01 7.57807038e-03 8.44798444e-02
1.00161153e-02 -6.90390574e-02 1.93369188e-01 -1.91374954e-01
1.91339036e-01 2.79577422e-02]
[ 1.07374919e-01 -2.60571785e-01 3.23316791e-02 -7.66156887e-02
5.11569980e-02 -4.71510334e-02 8.74612347e-02 1.18510790e-01
7.55998369e-02 -2.90576105e-02]
[ -1.72841172e-01 -1.42675894e-01 -3.02153416e-01 -1.79834282e-02
-2.62255836e-02 6.81212879e-02 -1.38654177e-01 -2.90654134e-02
2.65970915e-01 -1.30044879e-01]
[ 4.75199931e-02 -3.98421336e-01 8.57436363e-02 2.00319302e-02
-1.27254842e-01 -1.16364966e-01 1.97846740e-01 -1.05841227e-01
1.62292112e-02 9.30980713e-02]
[ -8.51400152e-02 -8.43864604e-02 1.53214439e-03 -1.40797075e-01
-4.25682618e-02 1.64706875e-02 2.08621389e-01 -1.02800757e-01
-1.01683539e-02 -1.23677279e-01]
[ -1.27024729e-01 -1.95382112e-01 -7.25763598e-02 -4.94550740e-03
3.86826237e-01 1.03100896e-01 1.50871802e-01 -1.68464192e-02
-1.75568461e-01 -2.20976467e-01]
[ -1.57866226e-01 3.24191308e-03 6.14860080e-02 2.04600816e-02
-1.70130600e-01 -2.19301952e-01 -1.76195984e-01 -1.97139230e-01
8.57553168e-02 1.72577546e-01]
[ -2.70099546e-01 -3.30612184e-01 1.00461265e-01 2.31393776e-01
-1.25042717e-01 -6.97621503e-02 7.54921089e-02 -2.59249693e-01
-2.57795078e-01 -6.91430660e-02]
[ 1.03096015e-01 -1.86021335e-01 -2.18049582e-02 1.19589202e-01
-5.55902937e-02 -8.85137528e-02 2.37260992e-01 3.05095188e-03
2.76655108e-02 5.27652048e-03]
[ 3.85605321e-02 -1.01684468e-01 -2.09948447e-01 1.54247270e-01
-6.56162326e-02 8.24785961e-02 -3.77161091e-02 -1.97200139e-02
-8.73673885e-02 -2.24603798e-03]
[ -1.22836853e-01 -8.51351427e-02 -2.02868279e-01 1.54741209e-01
1.37343764e-02 1.34720452e-01 1.74609845e-02 -2.50640634e-01
6.97354959e-02 -1.99205985e-01]
[ -6.80416717e-02 -4.59367706e-02 2.75713572e-01 1.00809862e-01
1.16210991e-01 -6.14383711e-02 -1.18808882e-01 1.20714975e-01
7.58065944e-02 3.71133020e-02]
[ 5.77122975e-02 -2.23417845e-02 8.77226257e-02 8.76964312e-02
4.75773158e-02 -1.65431730e-02 2.19742500e-01 1.20279047e-01
-2.80447432e-02 -6.13866283e-02]
[ 1.07036095e-02 -1.46035670e-01 -2.91203004e-01 -4.95660902e-02
1.35395998e-01 -9.30174636e-02 1.47729180e-01 1.63246531e-01
1.09443672e-01 -2.85211204e-02]
[ 5.07957904e-02 -2.05301989e-02 -1.15236482e-01 4.81370641e-02
-1.13751932e-01 3.20468983e-01 2.63107978e-01 2.04924686e-01
-1.57151521e-01 -5.83855145e-02]
[ 6.30598603e-03 1.10622609e-03 1.24645704e-01 1.12311837e-01
-1.34400808e-02 1.03461618e-01 -1.22452289e-01 -4.12422792e-02
2.18845692e-01 8.55813852e-02]
[ 1.15945847e-01 8.78077819e-02 -4.27630371e-02 -9.00876970e-02
-1.14625854e-01 -3.32246986e-01 1.06819702e-01 9.16362945e-03
1.49465087e-01 9.70093104e-02]
[ -1.03524939e-01 -3.39575627e-02 -1.65270450e-02 1.98243614e-02
2.27794063e-03 -2.03445815e-01 -6.56119597e-02 -2.02586746e-02
1.45767272e-02 1.24262186e-01]
[ -1.58024686e-01 -1.18411875e-01 -2.02524831e-01 -1.85389150e-02
-2.76848618e-01 -1.52418633e-04 4.52852950e-02 -2.50986488e-02
-8.42938864e-03 4.41602748e-02]
[ -3.11765264e-02 -1.17277172e-01 -7.52108579e-02 -1.27182672e-01
5.30993860e-01 2.75910363e-01 5.86720419e-01 1.13009444e-01
-1.82047422e-01 -3.78845040e-01]
[ -2.03001866e-02 -4.26144081e-01 -3.18327261e-02 -7.75803974e-02
6.71760926e-01 1.01988820e-01 5.57265335e-01 9.10380432e-02
2.63609130e-02 -3.91214270e-01]
[ 9.24540820e-03 -4.76770764e-01 -4.41335973e-02 -1.09165177e-01
6.80853993e-01 2.39310058e-02 5.20401561e-01 4.84652146e-02
-3.65844493e-01 -2.21796234e-01]
[ -1.74175946e-01 -6.20395261e-01 -1.06555635e-02 -2.06696698e-01
7.79147793e-01 -9.00167598e-02 6.45967273e-01 -8.32522105e-02
-7.03150684e-02 8.15100301e-02]
[ -2.96272913e-01 -4.32229907e-01 5.55691424e-02 -4.71126087e-02
9.11328985e-01 1.41888964e-01 4.46987965e-01 4.75941800e-02
-8.84595985e-02 -1.35937410e-01]
[ -2.05790011e-01 -3.21401952e-01 2.51817630e-01 -2.41158474e-01
6.60149937e-01 -4.51156039e-02 7.04244740e-01 1.31476761e-02
-2.55954323e-01 -2.59028015e-02]
[ -1.33824853e-01 -2.35694761e-01 -1.82136332e-01 -1.04939443e-01
4.97684268e-01 -2.29148950e-01 1.90490526e-01 1.68529540e-01
-1.19260886e-02 -1.22238230e-01]
[ 9.88373842e-02 2.26381699e-01 1.58819586e-01 -1.08784851e-01
-4.09244493e-02 5.51435744e-02 -1.28106182e-01 2.81435778e-01
6.19143000e-02 1.64378736e-01]
[ 3.58141583e-01 3.52491417e-01 -7.89251046e-02 3.24190535e-01
-9.15093904e-01 -2.90805185e-01 -5.00367930e-01 1.78272406e-01
3.94301823e-01 -1.67334114e-02]
[ 4.68585832e-02 1.28893349e-01 2.53040721e-01 2.48044813e-01
-5.74509851e-02 -1.96036362e-01 -1.75815629e-01 -1.33062581e-01
-1.39891805e-01 -2.90401591e-01]
[ 2.07539786e-02 -7.53028534e-02 -1.19882979e-01 -5.81737161e-02
2.35055250e-01 4.11247563e-02 5.19874011e-04 -1.85116770e-01
3.04093532e-02 2.03259096e-01]
[ 9.73458717e-04 -5.14196285e-02 -6.72513202e-02 -5.21106963e-02
-2.49970000e-02 -1.77485654e-01 8.40532745e-02 9.86728697e-03
3.62845648e-02 3.29921382e-03]
[ 3.36098119e-02 9.08548262e-02 2.45677151e-01 7.98022679e-02
-2.47604040e-01 -1.37352429e-01 9.27583375e-02 3.99847985e-02
-1.81252162e-01 1.12048891e-01]
[ 7.31359019e-02 3.99405824e-02 1.07612219e-01 7.70844901e-03
-2.41433288e-01 6.81070746e-02 5.50122751e-02 -2.70978906e-01
-1.75227016e-02 -8.82457209e-02]
[ -1.35881123e-02 9.31913241e-02 8.31638357e-02 -3.55826369e-02
-3.76351033e-02 1.81660100e-01 9.90548126e-02 1.17862983e-01
-2.59990572e-02 1.66444653e-01]
[ 2.26061421e-01 8.82452798e-02 3.06893291e-02 8.76799270e-02
1.02976399e-02 -2.55670720e-02 -1.84675346e-01 1.48972639e-01
-4.91723454e-02 -1.35190867e-02]
[ 4.45570780e-02 8.01040256e-03 1.76704092e-02 4.33783241e-02
-4.23319255e-01 -1.23667827e-01 -2.14514305e-01 4.12607098e-02
1.20614588e-01 1.94680345e-01]
[ 5.59510591e-02 5.16548125e-01 1.26777884e-01 4.32047281e-01
-1.19101214e+00 -3.05996084e-01 -5.99352714e-01 -7.12184938e-02
2.97655825e-01 3.41801273e-01]
[ 1.79297946e-01 5.00380990e-01 6.71801093e-02 4.30044052e-01
-9.65366547e-01 -8.41168792e-02 -4.40492147e-01 1.51188551e-01
2.12863952e-01 4.81772498e-01]
[ 2.57863389e-01 3.26168937e-01 2.48413986e-01 1.55124316e-01
-4.67708731e-01 7.84072867e-02 -2.33793315e-01 1.63070754e-01
2.45160876e-01 8.50995599e-02]
[ -7.37269225e-02 2.26341668e-01 2.41374110e-01 1.68578617e-02
-4.52474846e-02 1.30613641e-01 -1.05340733e-01 -1.51971095e-02
-3.24282116e-02 5.04411038e-02]
[ -9.95060717e-02 -1.49969739e-03 2.44410630e-02 9.26143987e-02
-5.40878832e-02 1.16005287e-01 2.47998587e-01 1.99742574e-02
-2.75340631e-01 -9.40721878e-02]
[ -2.22614875e-01 -3.47335139e-02 -9.42226654e-02 -3.46162928e-01
1.88575577e-01 1.19868089e-01 1.10791205e-01 1.03199931e-01
-2.08498075e-01 3.06370795e-02]
[ 8.06374939e-03 -4.05711164e-01 -1.28437175e-01 -1.64242394e-01
3.80275650e-01 2.64502529e-02 1.95388189e-01 1.52191960e-01
-1.67645443e-01 -2.25269982e-01]
[ 1.17726719e-01 -2.27049444e-01 -1.53100873e-01 -1.60402646e-02
1.36213266e-02 -4.93396521e-02 8.62501092e-02 -1.53107011e-01
1.18762094e-01 -1.49445628e-01]
[ -1.16071135e-01 5.99080955e-02 2.64375693e-01 -4.63179370e-03
1.53044082e-01 8.01476794e-02 5.00621997e-02 -2.97278081e-01
-1.10894490e-01 -5.71967323e-02]
[ -3.48147787e-01 1.42632299e-02 1.45305599e-02 -2.58789320e-02
1.55564859e-01 -1.74614311e-01 1.79325205e-02 2.34321744e-01
-8.53071065e-02 7.48502668e-02]
[ 1.42568187e-01 4.08571525e-03 -2.35243461e-01 -8.58239120e-02
1.27764979e-01 -2.97467507e-01 8.32356729e-02 -1.67756390e-01
-1.18005097e-03 -1.91380644e-01]
[ 2.14673576e-01 -1.84738295e-01 6.56486882e-02 -1.87315903e-02
8.18155685e-02 -3.76204625e-02 3.78361712e-02 -1.36461097e-01
1.16547996e-01 -1.75065801e-01]
[ -1.06352466e-01 -8.39597181e-02 1.21193318e-01 1.09247916e-01
4.04429604e-02 -1.13621622e-01 2.66078959e-01 -7.81670630e-02
1.82754932e-01 -4.72798341e-03]
[ -1.71667876e-02 -2.00624408e-01 1.93958862e-01 -2.66330362e-01
-1.06617954e-01 1.21706349e-01 9.16604479e-02 -1.18979497e-01
1.03590162e-02 2.06215406e-01]]
[[ 0.63556375]
[ 1.68752939]
[ 0.26167802]
[ 0.89146207]
[-2.72570027]
[-0.26195186]
[-1.69103878]
[ 0.07863487]
[ 0.70893447]
[ 0.89914411]]
Progress: 39.0% ... Training loss: 0.273 ... Validation loss: 0.441[[ 1.60310290e-01 2.28165278e-01 -1.05855401e-01 1.06838697e-01
-5.28089228e-01 -7.04164013e-02 -6.25037713e-02 1.21143425e-01
-5.95566782e-02 1.87736167e-01]
[ 1.54936827e-02 1.52144374e-01 -1.86804210e-02 4.84851765e-02
7.60078070e-02 -7.43225623e-03 3.12847107e-01 4.13865462e-02
1.43494345e-01 -2.59471224e-02]
[ 1.96999827e-01 7.71672100e-01 1.31484477e-02 -3.95298365e-02
5.80018772e-01 -2.33813469e-02 -8.62010707e-01 -4.03345905e-02
5.79072413e-02 2.86349511e-01]
[ 3.60679509e-02 -3.50388462e-01 -2.02191205e-01 1.55396812e-01
-2.86841045e-02 1.34613868e-01 1.81068870e-01 6.25231937e-02
1.10035193e-01 2.66228411e-01]
[ -2.54676450e-02 9.03683479e-02 -1.50724577e-01 3.46080593e-02
-1.94173913e-02 -1.78442336e-01 7.21942355e-02 -1.18615358e-01
-2.00440705e-01 -5.01239951e-02]
[ -3.83575888e-01 -6.35461579e-01 -2.96014466e-01 1.66687116e-01
-8.47159455e-02 3.86524030e-02 3.29678545e-01 -3.75894573e-02
-1.66641448e-02 -1.35019709e-02]
[ -1.10417394e-02 -2.39463210e-01 7.08252497e-03 8.28623625e-02
1.35703817e-02 -6.85789189e-02 1.96290143e-01 -1.91519404e-01
1.90102183e-01 2.62289868e-02]
[ 1.07905488e-01 -2.58025602e-01 3.25878589e-02 -7.58131497e-02
4.75730634e-02 -4.74314013e-02 8.59253749e-02 1.18580842e-01
7.62823056e-02 -2.85183970e-02]
[ -1.72972895e-01 -1.43328424e-01 -3.02193132e-01 -1.81584777e-02
-2.58057658e-02 6.81575462e-02 -1.37951089e-01 -2.90803332e-02
2.65804205e-01 -1.30326801e-01]
[ 4.77360355e-02 -3.97956489e-01 8.58356777e-02 2.02707072e-02
-1.30165592e-01 -1.16528855e-01 1.97783932e-01 -1.05806335e-01
1.65159319e-02 9.28941939e-02]
[ -8.58900403e-02 -8.55666026e-02 1.22769927e-03 -1.41832197e-01
-4.07541107e-02 1.67558676e-02 2.10356666e-01 -1.02899160e-01
-1.09754073e-02 -1.24732539e-01]
[ -1.26821481e-01 -1.95382218e-01 -7.24626899e-02 -4.55432098e-03
3.85443409e-01 1.02981563e-01 1.50919638e-01 -1.68157032e-02
-1.75350673e-01 -2.20721030e-01]
[ -1.57866226e-01 3.24191308e-03 6.14860080e-02 2.04600816e-02
-1.70130600e-01 -2.19301952e-01 -1.76195984e-01 -1.97139230e-01
8.57553168e-02 1.72577546e-01]
[ -2.70302367e-01 -3.31149308e-01 1.00376683e-01 2.31206435e-01
-1.25747292e-01 -6.96892099e-02 7.62331438e-02 -2.59273764e-01
-2.58048561e-01 -6.94696818e-02]
[ 1.03681318e-01 -1.85414681e-01 -2.15679418e-02 1.20282039e-01
-5.60362949e-02 -8.87654875e-02 2.36470591e-01 3.12527124e-03
2.83054017e-02 6.13524416e-03]
[ 3.79626569e-02 -1.02475236e-01 -2.10172169e-01 1.53469964e-01
-6.58529564e-02 8.26971355e-02 -3.66839485e-02 -1.97910358e-02
-8.79866596e-02 -3.15356861e-03]
[ -1.23064010e-01 -8.57573778e-02 -2.02960497e-01 1.54434483e-01
1.48111146e-02 1.34799006e-01 1.80245004e-02 -2.50661329e-01
6.94873175e-02 -1.99530535e-01]
[ -6.78797289e-02 -4.56876190e-02 2.75778010e-01 1.01022476e-01
1.15643048e-01 -6.15112253e-02 -1.19212528e-01 1.20734076e-01
7.59672880e-02 3.73243973e-02]
[ 5.64595678e-02 -2.51158715e-02 8.71659676e-02 8.58171368e-02
5.24921996e-02 -1.60131980e-02 2.22952716e-01 1.20106560e-01
-2.95046682e-02 -6.33715894e-02]
[ 1.18020825e-02 -1.42859709e-01 -2.90717099e-01 -4.78984630e-02
1.29760399e-01 -9.35181599e-02 1.44847755e-01 1.63392458e-01
1.10784830e-01 -2.70918153e-02]
[ 5.10867515e-02 -1.95485402e-02 -1.15107131e-01 4.85791302e-02
-1.15294516e-01 3.20327766e-01 2.62188149e-01 2.04961162e-01
-1.56797796e-01 -5.79222429e-02]
[ 5.96478818e-03 1.41676821e-04 1.24504340e-01 1.11796630e-01
-1.19487543e-02 1.03617045e-01 -1.21232671e-01 -4.12850725e-02
2.18474418e-01 8.50195784e-02]
[ 1.16426928e-01 8.90978678e-02 -4.25714814e-02 -8.94117144e-02
-1.16615769e-01 -3.32441064e-01 1.05559542e-01 9.22195198e-03
1.49994266e-01 9.75936492e-02]
[ -1.04042294e-01 -3.54278210e-02 -1.67200616e-02 1.91134262e-02
4.15274802e-03 -2.03253310e-01 -6.40973042e-02 -2.03205822e-02
1.39935650e-02 1.23523318e-01]
[ -1.57834045e-01 -1.18271766e-01 -2.02440270e-01 -1.82583910e-02
-2.77562461e-01 -2.37822135e-04 4.49798610e-02 -2.50726125e-02
-8.22128687e-03 4.44541720e-02]
[ -3.13504562e-02 -1.17828618e-01 -7.52773554e-02 -1.27420190e-01
5.31763271e-01 2.75979375e-01 5.87267499e-01 1.12988200e-01
-1.82244636e-01 -3.79097278e-01]
[ -2.06118473e-02 -4.27123561e-01 -3.19591586e-02 -7.80131404e-02
6.72926524e-01 1.02113907e-01 5.58175961e-01 9.10035140e-02
2.60286987e-02 -3.91648763e-01]
[ 9.08275499e-03 -4.77500694e-01 -4.42049608e-02 -1.09375049e-01
6.81359788e-01 2.39813764e-02 5.21143666e-01 4.84478320e-02
-3.65989680e-01 -2.22008778e-01]
[ -1.74426601e-01 -6.21013848e-01 -1.07600379e-02 -2.07054696e-01
7.80161494e-01 -8.99200723e-02 6.46504079e-01 -8.32807713e-02
-7.05925986e-02 8.11725005e-02]
[ -2.96986089e-01 -4.33888213e-01 5.52710664e-02 -4.81310119e-02
9.14018594e-01 1.42182705e-01 4.48784483e-01 4.75049268e-02
-8.92388321e-02 -1.36933052e-01]
[ -2.05592741e-01 -3.21231607e-01 2.51907317e-01 -2.40850566e-01
6.59224757e-01 -4.52060494e-02 7.04010133e-01 1.31742767e-02
-2.55719422e-01 -2.56038386e-02]
[ -1.33842745e-01 -2.35711076e-01 -1.82141963e-01 -1.04943569e-01
4.97628830e-01 -2.29144637e-01 1.90512368e-01 1.68529301e-01
-1.19391634e-02 -1.22288109e-01]
[ 1.00171783e-01 2.30718572e-01 1.59406605e-01 -1.06743480e-01
-4.73950816e-02 5.45528040e-02 -1.32277887e-01 2.81608008e-01
6.35000398e-02 1.66310618e-01]
[ 3.57331947e-01 3.50029566e-01 -7.92881454e-02 3.22948792e-01
-9.12917868e-01 -2.90450833e-01 -4.97899140e-01 1.78159326e-01
3.93387480e-01 -1.79941980e-02]
[ 4.71960867e-02 1.29543739e-01 2.53185426e-01 2.48517803e-01
-5.87750502e-02 -1.96178921e-01 -1.76580761e-01 -1.33020831e-01
-1.39523126e-01 -2.89920921e-01]
[ 2.11234905e-02 -7.42680517e-02 -1.19726850e-01 -5.76473418e-02
2.33726985e-01 4.09728564e-02 -4.64379621e-04 -1.85071954e-01
3.08107954e-02 2.03710621e-01]
[ 6.97945220e-04 -5.21443937e-02 -6.73608533e-02 -5.24820326e-02
-2.37698833e-02 -1.77387387e-01 8.47746885e-02 9.83357832e-03
3.59945076e-02 2.90476920e-03]
[ 3.31631197e-02 9.01660475e-02 2.45490705e-01 7.91276795e-02
-2.45702525e-01 -1.37169297e-01 9.37247790e-02 3.99251342e-02
-1.81787966e-01 1.11384830e-01]
[ 7.27766783e-02 3.91035711e-02 1.07454144e-01 7.16759616e-03
-2.39924554e-01 6.82491729e-02 5.58917906e-02 -2.71023956e-01
-1.79445257e-02 -8.87676428e-02]
[ -1.35344446e-02 9.31508987e-02 8.32075525e-02 -3.54901827e-02
-3.76522871e-02 1.81602996e-01 9.93966983e-02 1.17875608e-01
-2.58967191e-02 1.66431559e-01]
[ 2.26584562e-01 8.96458750e-02 3.08886590e-02 8.83530758e-02
8.29297453e-03 -2.57718285e-02 -1.86019523e-01 1.49033182e-01
-4.86215931e-02 -1.29001314e-02]
[ 4.50418979e-02 9.24992341e-03 1.78852777e-02 4.41091582e-02
-4.25639971e-01 -1.23888169e-01 -2.15671048e-01 4.13267464e-02
1.21199346e-01 1.95351677e-01]
[ 5.51543749e-02 5.14803259e-01 1.26470703e-01 4.30957717e-01
-1.18899202e+00 -3.05677284e-01 -5.97398080e-01 -7.13187096e-02
2.96697551e-01 3.40606028e-01]
[ 1.79198021e-01 5.00349951e-01 6.71240448e-02 4.29856290e-01
-9.65334497e-01 -8.40706803e-02 -4.40354256e-01 1.51173865e-01
2.12721110e-01 4.81627733e-01]
[ 2.57985980e-01 3.26313188e-01 2.48464541e-01 1.55301075e-01
-4.68034631e-01 7.83519095e-02 -2.33984351e-01 1.63090091e-01
2.45303174e-01 8.52830974e-02]
[ -7.33201335e-02 2.27230144e-01 2.41537098e-01 1.74231756e-02
-4.68938290e-02 1.30455053e-01 -1.06176806e-01 -1.51491613e-02
-3.19755166e-02 5.09114898e-02]
[ -9.95472681e-02 -1.59556675e-03 2.44241202e-02 9.25598556e-02
-5.39149589e-02 1.16021489e-01 2.48087066e-01 1.99692371e-02
-2.75386150e-01 -9.41269608e-02]
[ -2.22316464e-01 -3.41354949e-02 -9.41006405e-02 -3.45734192e-01
1.87331928e-01 1.19743629e-01 1.10081210e-01 1.03237886e-01
-2.08171107e-01 3.10575435e-02]
[ 8.06374939e-03 -4.05711164e-01 -1.28437175e-01 -1.64242394e-01
3.80275650e-01 2.64502529e-02 1.95388189e-01 1.52191960e-01
-1.67645443e-01 -2.25269982e-01]
[ 1.16940769e-01 -2.29138914e-01 -1.53471802e-01 -1.72008742e-02
1.60405071e-02 -4.89953806e-02 8.85137841e-02 -1.53217573e-01
1.17846024e-01 -1.50693387e-01]
[ -1.15192762e-01 6.17354132e-02 2.64743777e-01 -3.45420863e-03
1.50734964e-01 7.97777834e-02 4.81371105e-02 -2.97164033e-01
-1.09931146e-01 -5.60073899e-02]
[ -3.47819919e-01 1.45833023e-02 1.46647689e-02 -2.54244814e-02
1.54101522e-01 -1.74752462e-01 1.74519207e-02 2.34364923e-01
-8.49039211e-02 7.52928424e-02]
[ 1.42365248e-01 3.53131984e-03 -2.35302390e-01 -8.59597138e-02
1.27281120e-01 -2.97443530e-01 8.40076971e-02 -1.67778032e-01
-1.39572321e-03 -1.91695863e-01]
[ 2.14087982e-01 -1.86018253e-01 6.54515363e-02 -1.94481657e-02
8.37577343e-02 -3.74134242e-02 3.93802390e-02 -1.36526285e-01
1.15978318e-01 -1.75881312e-01]
[ -1.06855735e-01 -8.52373120e-02 1.20989445e-01 1.08439583e-01
4.30338126e-02 -1.13435659e-01 2.67393973e-01 -7.82285596e-02
1.82142948e-01 -5.50230688e-03]
[ -1.66260106e-02 -1.98285782e-01 1.94188719e-01 -2.65546236e-01
-1.11793267e-01 1.21455105e-01 8.98916620e-02 -1.18910629e-01
1.10033465e-02 2.06732600e-01]]
[[ 0.63487281]
[ 1.68686009]
[ 0.26076594]
[ 0.88912618]
[-2.72461564]
[-0.25998166]
[-1.69388699]
[ 0.08024435]
[ 0.70890905]
[ 0.90164138]]
Progress: 39.1% ... Training loss: 0.274 ... Validation loss: 0.444[[ 1.58323083e-01 2.22586290e-01 -1.06709608e-01 1.03711271e-01
-5.19529393e-01 -6.96004150e-02 -5.70448055e-02 1.20867780e-01
-6.17372092e-02 1.84948662e-01]
[ 1.54608251e-02 1.51636871e-01 -1.87300007e-02 4.82874482e-02
7.67304580e-02 -7.40704769e-03 3.13296023e-01 4.13695528e-02
1.43426005e-01 -2.61391962e-02]
[ 1.98389816e-01 7.72672040e-01 1.36323082e-02 -3.80047312e-02
5.79681028e-01 -2.39311059e-02 -8.64328025e-01 -4.01824812e-02
5.89883846e-02 2.88198300e-01]
[ 3.74880430e-02 -3.47207250e-01 -2.01605858e-01 1.57520541e-01
-3.44610726e-02 1.34010653e-01 1.78336396e-01 6.27237480e-02
1.11604956e-01 2.68476165e-01]
[ -2.31618842e-02 9.39450529e-02 -1.49897246e-01 3.75440048e-02
-2.54552783e-02 -1.79381927e-01 6.68637930e-02 -1.18340920e-01
-1.98245431e-01 -4.70850142e-02]
[ -3.83775962e-01 -6.36279850e-01 -2.96098484e-01 1.66486740e-01
-8.52032477e-02 3.86568592e-02 3.30381748e-01 -3.75972564e-02
-1.68247674e-02 -1.36339537e-02]
[ -1.15333653e-02 -2.40948994e-01 6.90905535e-03 8.21293174e-02
1.57905652e-02 -6.83741872e-02 1.97219935e-01 -1.91589458e-01
1.89680585e-01 2.56693765e-02]
[ 1.08150534e-01 -2.57919036e-01 3.26576914e-02 -7.56307719e-02
4.71721485e-02 -4.75584940e-02 8.59033864e-02 1.18605474e-01
7.64141824e-02 -2.81846222e-02]
[ -1.74122726e-01 -1.45425507e-01 -3.02658063e-01 -1.97247988e-02
-2.31427636e-02 6.86407743e-02 -1.35284850e-01 -2.92268273e-02
2.64754342e-01 -1.32012293e-01]
[ 4.35101837e-02 -4.07985353e-01 8.40344133e-02 1.40571255e-02
-1.15487239e-01 -1.14778648e-01 2.08089749e-01 -1.06366652e-01
1.19072792e-02 8.67345122e-02]
[ -8.42488078e-02 -8.14366927e-02 1.93383749e-03 -1.39514747e-01
-4.66372345e-02 1.60278841e-02 2.06080645e-01 -1.02681158e-01
-9.00963886e-03 -1.22201138e-01]
[ -1.25833347e-01 -1.93777836e-01 -7.20201502e-02 -2.97555358e-03
3.80643148e-01 1.02524663e-01 1.49167087e-01 -1.66731029e-02
-1.74207996e-01 -2.19136059e-01]
[ -1.57866226e-01 3.24191308e-03 6.14860080e-02 2.04600816e-02
-1.70130600e-01 -2.19301952e-01 -1.76195984e-01 -1.97139230e-01
8.57553168e-02 1.72577546e-01]
[ -2.70298125e-01 -3.31199971e-01 1.00409445e-01 2.31311694e-01
-1.26603990e-01 -6.97206076e-02 7.62554573e-02 -2.59263343e-01
-2.57994541e-01 -6.93540729e-02]
[ 1.03362673e-01 -1.86023548e-01 -2.17027096e-02 1.19908937e-01
-5.53382307e-02 -8.86582663e-02 2.37107188e-01 3.08804988e-03
2.79773623e-02 5.70250112e-03]
[ 3.82860240e-02 -1.02295832e-01 -2.10072882e-01 1.53796841e-01
-6.60273327e-02 8.25678981e-02 -3.70449372e-02 -1.97526947e-02
-8.76483877e-02 -2.68838398e-03]
[ -1.23466830e-01 -8.65391491e-02 -2.03117918e-01 1.53875261e-01
1.57707755e-02 1.34961263e-01 1.87470482e-02 -2.50715360e-01
6.91361060e-02 -2.00101051e-01]
[ -6.80452120e-02 -4.62215006e-02 2.75750492e-01 1.00798104e-01
1.16242760e-01 -6.14451956e-02 -1.18928869e-01 1.20714557e-01
7.58192798e-02 3.72062143e-02]
[ 5.65884206e-02 -2.49329033e-02 8.71969514e-02 8.59802575e-02
5.24064178e-02 -1.60795997e-02 2.22537519e-01 1.20122929e-01
-2.93521380e-02 -6.31441323e-02]
[ 1.08472547e-02 -1.45883028e-01 -2.91183760e-01 -4.95507064e-02
1.34233097e-01 -9.30897821e-02 1.47582720e-01 1.63247340e-01
1.09595269e-01 -2.86535633e-02]
[ 5.12461664e-02 -1.93015954e-02 -1.15020539e-01 4.88541337e-02
-1.15727466e-01 3.20237332e-01 2.62034963e-01 2.04990665e-01
-1.56596075e-01 -5.75674545e-02]
[ 6.07409580e-03 7.82557630e-04 1.24581928e-01 1.12075574e-01
-1.37105176e-02 1.03545109e-01 -1.21482062e-01 -4.12630110e-02
2.18663206e-01 8.51486077e-02]
[ 1.16350110e-01 8.90401003e-02 -4.26026958e-02 -8.95190371e-02
-1.16297014e-01 -3.32407868e-01 1.05759674e-01 9.21186245e-03
1.49936782e-01 9.74804904e-02]
[ -1.03945908e-01 -3.52695108e-02 -1.66855676e-02 1.92491119e-02
3.76374038e-03 -2.03293124e-01 -6.43015614e-02 -2.03085101e-02
1.41013469e-02 1.23658957e-01]
[ -1.58333507e-01 -1.18918576e-01 -2.02636983e-01 -1.89443825e-02
-2.76915806e-01 -4.03592397e-05 4.60399105e-02 -2.51351165e-02
-8.69030327e-03 4.37795033e-02]
[ -3.13269545e-02 -1.17806421e-01 -7.52659429e-02 -1.27377191e-01
5.31852082e-01 2.75967438e-01 5.87135274e-01 1.12992824e-01
-1.82201157e-01 -3.79034374e-01]
[ -2.10315852e-02 -4.28023178e-01 -3.21315622e-02 -7.86135636e-02
6.74763542e-01 1.02289073e-01 5.59181265e-01 9.09485878e-02
2.55568685e-02 -3.92265660e-01]
[ 9.07616818e-03 -4.78016185e-01 -4.42133770e-02 -1.09372101e-01
6.81121209e-01 2.39857278e-02 5.21483467e-01 4.84474900e-02
-3.66023666e-01 -2.22029572e-01]
[ -1.74894544e-01 -6.22220362e-01 -1.09595324e-02 -2.07743986e-01
7.81961748e-01 -8.97347912e-02 6.47716771e-01 -8.33409250e-02
-7.11476343e-02 8.04842748e-02]
[ -2.96773893e-01 -4.33613028e-01 5.53790841e-02 -4.77746106e-02
9.13055158e-01 1.42072808e-01 4.48357513e-01 4.75389101e-02
-8.89435919e-02 -1.36550146e-01]
[ -2.05745745e-01 -3.21500442e-01 2.51846316e-01 -2.41062042e-01
6.59985334e-01 -4.51470258e-02 7.04353646e-01 1.31549134e-02
-2.55863184e-01 -2.58081436e-02]
[ -1.33735848e-01 -2.35612457e-01 -1.82092885e-01 -1.04770263e-01
4.97087198e-01 -2.29194617e-01 1.90420192e-01 1.68544123e-01
-1.17975197e-02 -1.22123322e-01]
[ 9.98485327e-02 2.30188881e-01 1.59261843e-01 -1.07254751e-01
-4.60418260e-02 5.47089318e-02 -1.31528535e-01 2.81564192e-01
6.30020598e-02 1.65834376e-01]
[ 3.56869842e-01 3.49410474e-01 -7.94830228e-02 3.22173441e-01
-9.12314738e-01 -2.90287374e-01 -4.96614603e-01 1.78094837e-01
3.93132960e-01 -1.86884601e-02]
[ 4.72077477e-02 1.29573446e-01 2.53192355e-01 2.48532242e-01
-5.87376155e-02 -1.96182841e-01 -1.76570036e-01 -1.33018531e-01
-1.39508816e-01 -2.89905648e-01]
[ 2.07120654e-02 -7.52548524e-02 -1.19908308e-01 -5.82615652e-02
2.35389518e-01 4.11520725e-02 4.21552307e-04 -1.85127383e-01
3.03292608e-02 2.03137440e-01]
[ 7.31407262e-04 -5.21324357e-02 -6.73455470e-02 -5.24315675e-02
-2.38238443e-02 -1.77396343e-01 8.48097492e-02 9.83726042e-03
3.60332415e-02 2.95133406e-03]
[ 3.34710286e-02 9.07340577e-02 2.45612778e-01 7.95522900e-02
-2.47014303e-01 -1.37291536e-01 9.29717253e-02 3.99640856e-02
-1.81451505e-01 1.11766398e-01]
[ 7.27683459e-02 3.87019832e-02 1.07442920e-01 7.13081027e-03
-2.39509681e-01 6.82536160e-02 5.60067211e-02 -2.71023738e-01
-1.79705144e-02 -8.87857042e-02]
[ -1.34708256e-02 9.32058968e-02 8.32204047e-02 -3.53966811e-02
-3.78864089e-02 1.81576216e-01 9.92664660e-02 1.17884101e-01
-2.58197064e-02 1.66560400e-01]
[ 2.26640339e-01 8.98661228e-02 3.09134895e-02 8.84528132e-02
7.94333474e-03 -2.58073757e-02 -1.86297831e-01 1.49037658e-01
-4.85273013e-02 -1.28134453e-02]
[ 4.51626143e-02 9.56558715e-03 1.79440070e-02 4.43056052e-02
-4.26242053e-01 -1.23959872e-01 -2.15971753e-01 4.13463157e-02
1.21365909e-01 1.95565855e-01]
[ 5.49583602e-02 5.14269937e-01 1.26397366e-01 4.30693177e-01
-1.18862300e+00 -3.05603791e-01 -5.96949947e-01 -7.13458149e-02
2.96472655e-01 3.40327457e-01]
[ 1.79456256e-01 5.00922221e-01 6.72614877e-02 4.30211367e-01
-9.66609896e-01 -8.41876081e-02 -4.41136962e-01 1.51203833e-01
2.13024000e-01 4.82049413e-01]
[ 2.57678985e-01 3.25846824e-01 2.48330861e-01 1.54851158e-01
-4.67099714e-01 7.84796988e-02 -2.33444122e-01 1.63049729e-01
2.44958072e-01 8.48580447e-02]
[ -7.35675967e-02 2.26864515e-01 2.41429421e-01 1.70705223e-02
-4.59665492e-02 1.30561420e-01 -1.05649535e-01 -1.51789352e-02
-3.22330977e-02 5.05631528e-02]
[ -9.95637957e-02 -1.49035504e-03 2.44107589e-02 9.25389269e-02
-5.38897465e-02 1.16025314e-01 2.48031544e-01 1.99675732e-02
-2.75394255e-01 -9.41394105e-02]
[ -2.22084296e-01 -3.39140272e-02 -9.40055524e-02 -3.45355778e-01
1.86151368e-01 1.19631497e-01 1.09819769e-01 1.03271834e-01
-2.07901242e-01 3.14449217e-02]
[ 8.06050667e-03 -4.05708331e-01 -1.28429828e-01 -1.64221245e-01
3.80207487e-01 2.64470487e-02 1.95381291e-01 1.52194633e-01
-1.67625819e-01 -2.25249678e-01]
[ 1.14130013e-01 -2.35398001e-01 -1.54646791e-01 -2.11969684e-02
2.45313628e-02 -4.77982096e-02 9.54812820e-02 -1.53585786e-01
1.14970320e-01 -1.54753890e-01]
[ -1.13963979e-01 6.40639186e-02 2.65251628e-01 -1.74636204e-03
1.46728624e-01 7.92651994e-02 4.53527089e-02 -2.97012845e-01
-1.08523384e-01 -5.41076794e-02]
[ -3.48472657e-01 1.28231611e-02 1.44213236e-02 -2.62449747e-02
1.56391793e-01 -1.74521193e-01 1.90261794e-02 2.34290836e-01
-8.55870578e-02 7.45345843e-02]
[ 1.41332641e-01 3.11029004e-04 -2.35764818e-01 -8.75881303e-02
1.31479677e-01 -2.97028849e-01 8.70642674e-02 -1.67916360e-01
-2.58189318e-03 -1.93329926e-01]
[ 2.14823024e-01 -1.83369309e-01 6.58003096e-02 -1.82423523e-02
8.02225285e-02 -3.77917301e-02 3.72711750e-02 -1.36413863e-01
1.16713094e-01 -1.74683399e-01]
[ -1.06619755e-01 -8.46290499e-02 1.21046774e-01 1.08637506e-01
4.31137442e-02 -1.13517057e-01 2.66623505e-01 -7.82016889e-02
1.82357960e-01 -5.18358497e-03]
[ -1.59261996e-02 -1.96926546e-01 1.94503041e-01 -2.64530180e-01
-1.15316367e-01 1.21149597e-01 8.82345131e-02 -1.18820198e-01
1.18906007e-02 2.07725769e-01]]
[[ 0.6286147 ]
[ 1.68550149]
[ 0.25754412]
[ 0.88341794]
[-2.72661563]
[-0.26266293]
[-1.70098303]
[ 0.07482173]
[ 0.70133713]
[ 0.89683797]]
Progress: 39.1% ... Training loss: 0.273 ... Validation loss: 0.443[[ 1.56964877e-01 2.19277399e-01 -1.07260883e-01 1.01446452e-01
-5.13154474e-01 -6.89893689e-02 -5.41253684e-02 1.20691015e-01
-6.33483596e-02 1.82954074e-01]
[ 1.55707426e-02 1.51818855e-01 -1.86635372e-02 4.85310798e-02
7.59936176e-02 -7.47947695e-03 3.13203399e-01 4.13883618e-02
1.43599095e-01 -2.59491466e-02]
[ 1.96746116e-01 7.70141241e-01 1.27241635e-02 -4.12088470e-02
5.89395543e-01 -2.29825176e-02 -8.62201738e-01 -4.04614223e-02
5.64605785e-02 2.84875513e-01]
[ 4.06006125e-02 -3.42744361e-01 -2.00281988e-01 1.62040627e-01
-4.52970568e-02 1.32685041e-01 1.72332784e-01 6.31082754e-02
1.15463533e-01 2.73586070e-01]
[ -2.29980806e-02 9.46976083e-02 -1.49885305e-01 3.76802335e-02
-2.71565240e-02 -1.79495546e-01 6.66775117e-02 -1.18329532e-01
-1.98225751e-01 -4.69916173e-02]
[ -3.84035031e-01 -6.37204908e-01 -2.96113716e-01 1.66276417e-01
-8.55117006e-02 3.86919341e-02 3.31308462e-01 -3.76092674e-02
-1.69373767e-02 -1.37733468e-02]
[ -1.24126755e-02 -2.43857196e-01 6.52841678e-03 8.08264882e-02
1.79352696e-02 -6.80242215e-02 2.00200793e-01 -1.91698471e-01
1.88783551e-01 2.43041550e-02]
[ 1.08150622e-01 -2.58240514e-01 3.26297547e-02 -7.57859868e-02
4.66209053e-02 -4.75061343e-02 8.59328892e-02 1.18587360e-01
7.63273835e-02 -2.83086283e-02]
[ -1.74214332e-01 -1.46200754e-01 -3.02690985e-01 -1.98059705e-02
-2.23149399e-02 6.86648475e-02 -1.34606550e-01 -2.92327927e-02
2.64696196e-01 -1.32143259e-01]
[ 4.32820169e-02 -4.09399920e-01 8.39264854e-02 1.35001979e-02
-1.15030223e-01 -1.14666046e-01 2.09390476e-01 -1.06395940e-01
1.15791709e-02 8.61544207e-02]
[ -8.53534086e-02 -8.48380314e-02 1.55510269e-03 -1.40858578e-01
-4.40270997e-02 1.64332946e-02 2.09326722e-01 -1.02805822e-01
-9.95830261e-03 -1.23495667e-01]
[ -1.25730476e-01 -1.93891915e-01 -7.19902168e-02 -2.82433322e-03
3.79688829e-01 1.02468124e-01 1.49235659e-01 -1.66642545e-02
-1.74085812e-01 -2.19021026e-01]
[ -1.57866226e-01 3.24191308e-03 6.14860080e-02 2.04600816e-02
-1.70130600e-01 -2.19301952e-01 -1.76195984e-01 -1.97139230e-01
8.57553168e-02 1.72577546e-01]
[ -2.69890743e-01 -3.30844641e-01 1.00599013e-01 2.31893876e-01
-1.28083164e-01 -6.99308150e-02 7.56726637e-02 -2.59203585e-01
-2.57458576e-01 -6.86579705e-02]
[ 1.03215940e-01 -1.86242279e-01 -2.17502495e-02 1.19753888e-01
-5.51569069e-02 -8.86094800e-02 2.37447094e-01 3.07357798e-03
2.78612126e-02 5.53316461e-03]
[ 3.70136103e-02 -1.04985435e-01 -2.10545924e-01 1.52104069e-01
-6.25861831e-02 8.30670878e-02 -3.42085947e-02 -1.98970362e-02
-8.90421547e-02 -4.42875295e-03]
[ -1.23078970e-01 -8.61508650e-02 -2.02951248e-01 1.54393002e-01
1.37538593e-02 1.34794237e-01 1.82947203e-02 -2.50672070e-01
6.95910444e-02 -1.99561222e-01]
[ -6.85162437e-02 -4.75256784e-02 2.75555020e-01 1.00144088e-01
1.17572699e-01 -6.12552197e-02 -1.17509307e-01 1.20657597e-01
7.54049784e-02 3.64938078e-02]
[ 5.64018274e-02 -2.54945822e-02 8.70876690e-02 8.56246697e-02
5.35561348e-02 -1.59819603e-02 2.23121512e-01 1.20094665e-01
-2.96211571e-02 -6.35089705e-02]
[ 9.27119481e-03 -1.49739384e-01 -2.91877186e-01 -5.19800825e-02
1.39808484e-01 -9.24027076e-02 1.51116034e-01 1.63040638e-01
1.07695987e-01 -3.08704297e-02]
[ 5.22829271e-02 -1.70461631e-02 -1.14591572e-01 5.03428994e-02
-1.20049566e-01 3.19822199e-01 2.59533774e-01 2.05109240e-01
-1.55406362e-01 -5.62415915e-02]
[ 6.49528544e-03 1.93920445e-03 1.24776447e-01 1.12707549e-01
-1.51113097e-02 1.03372031e-01 -1.22251998e-01 -4.12062357e-02
2.19185236e-01 8.57595712e-02]
[ 1.16092028e-01 8.80153443e-02 -4.27046676e-02 -8.98647448e-02
-1.15115155e-01 -3.32298844e-01 1.06815867e-01 9.18310586e-03
1.49673371e-01 9.70836120e-02]
[ -1.03661148e-01 -3.48096744e-02 -1.65654313e-02 1.96607774e-02
2.94771010e-03 -2.03418618e-01 -6.49239647e-02 -2.02724173e-02
1.43918561e-02 1.24076872e-01]
[ -1.58190443e-01 -1.18808787e-01 -2.02572836e-01 -1.86937422e-02
-2.77627337e-01 -1.19636808e-04 4.58146250e-02 -2.51152161e-02
-8.48211604e-03 4.40299384e-02]
[ -3.09562272e-02 -1.17341004e-01 -7.51182729e-02 -1.26847042e-01
5.30332072e-01 2.75824794e-01 5.86492436e-01 1.13036985e-01
-1.81786752e-01 -3.78535421e-01]
[ -2.07029958e-02 -4.27615891e-01 -3.20229651e-02 -7.81513314e-02
6.73384076e-01 1.02150502e-01 5.58745468e-01 9.09867844e-02
2.59164851e-02 -3.91840294e-01]
[ 9.25672403e-03 -4.77652521e-01 -4.41432164e-02 -1.09103584e-01
6.80330597e-01 2.39054888e-02 5.21052391e-01 4.84696060e-02
-3.65812201e-01 -2.21755636e-01]
[ -1.74581689e-01 -6.21801665e-01 -1.08114787e-02 -2.07230327e-01
7.80409806e-01 -8.98904635e-02 6.47195931e-01 -8.32974867e-02
-7.07381895e-02 8.10034360e-02]
[ -2.96891889e-01 -4.34015247e-01 5.53407937e-02 -4.79015160e-02
9.13497118e-01 1.42113908e-01 4.48743613e-01 4.75281379e-02
-8.90517533e-02 -1.36690152e-01]
[ -2.06047401e-01 -3.22487411e-01 2.51774235e-01 -2.41337593e-01
6.60871676e-01 -4.50669326e-02 7.05455114e-01 1.31291123e-02
-2.56072926e-01 -2.61306566e-02]
[ -1.33648474e-01 -2.35556689e-01 -1.82034898e-01 -1.04603339e-01
4.96521962e-01 -2.29239241e-01 1.90335018e-01 1.68555591e-01
-1.16679858e-02 -1.21972332e-01]
[ 9.95759643e-02 2.30306163e-01 1.59182580e-01 -1.07572755e-01
-4.60135728e-02 5.48120976e-02 -1.31636951e-01 2.81532612e-01
6.27730561e-02 1.65466865e-01]
[ 3.56433433e-01 3.47582663e-01 -7.96650637e-02 3.21418733e-01
-9.09740416e-01 -2.90109068e-01 -4.95166669e-01 1.78040299e-01
3.92725385e-01 -1.93168333e-02]
[ 4.74680059e-02 1.29980799e-01 2.53308825e-01 2.48843299e-01
-5.96500654e-02 -1.96298501e-01 -1.77050471e-01 -1.32986731e-01
-1.39230632e-01 -2.89519626e-01]
[ 2.10906033e-02 -7.43310010e-02 -1.19742189e-01 -5.77077051e-02
2.33677114e-01 4.09877446e-02 -5.12747938e-04 -1.85083028e-01
3.07682357e-02 2.03679376e-01]
[ 2.66690708e-04 -5.31769863e-02 -6.75390938e-02 -5.31023904e-02
-2.19640495e-02 -1.77213797e-01 8.58857320e-02 9.78164373e-03
3.54998351e-02 2.28278044e-03]
[ 3.32257997e-02 9.00648330e-02 2.45487623e-01 7.91288086e-02
-2.45937387e-01 -1.37171739e-01 9.34957349e-02 3.99268258e-02
-1.81784362e-01 1.11326994e-01]
[ 7.23338334e-02 3.76375539e-02 1.07247505e-01 6.44559854e-03
-2.37405287e-01 6.84472532e-02 5.71309542e-02 -2.71078016e-01
-1.84859810e-02 -8.94844788e-02]
[ -1.32646388e-02 9.34652191e-02 8.33080147e-02 -3.50885188e-02
-3.88121834e-02 1.81485031e-01 9.90321488e-02 1.17908219e-01
-2.55699030e-02 1.66872626e-01]
[ 2.25606930e-01 8.76761837e-02 3.04385998e-02 8.67890623e-02
1.21886761e-02 -2.53372113e-02 -1.84270611e-01 1.48895782e-01
-4.98382913e-02 -1.44916031e-02]
[ 4.49230497e-02 9.10571510e-03 1.78457731e-02 4.39587095e-02
-4.25447513e-01 -1.23861755e-01 -2.15397456e-01 4.13175463e-02
1.21089304e-01 1.95229558e-01]
[ 5.55371943e-02 5.15770813e-01 1.26659406e-01 4.31619409e-01
-1.19140105e+00 -3.05850309e-01 -5.97992173e-01 -7.12646168e-02
2.97116771e-01 3.41196101e-01]
[ 1.79669623e-01 5.00824642e-01 6.73551865e-02 4.30488960e-01
-9.68157801e-01 -8.42631560e-02 -4.41106698e-01 1.51228112e-01
2.13277508e-01 4.82431314e-01]
[ 2.57198127e-01 3.25134686e-01 2.48121662e-01 1.54190201e-01
-4.65528615e-01 7.86851027e-02 -2.32558510e-01 1.62991348e-01
2.44435354e-01 8.41929184e-02]
[ -7.39867181e-02 2.25953664e-01 2.41266161e-01 1.64840688e-02
-4.43768300e-02 1.30736319e-01 -1.04598700e-01 -1.52250537e-02
-3.26765085e-02 4.99746600e-02]
[ -9.93948529e-02 -1.03965688e-03 2.44834566e-02 9.27791996e-02
-5.46506438e-02 1.15952631e-01 2.47589064e-01 1.99861353e-02
-2.75200811e-01 -9.39245717e-02]
[ -2.22116505e-01 -3.40471153e-02 -9.40211328e-02 -3.45402044e-01
1.86287849e-01 1.19647249e-01 1.09891828e-01 1.03267449e-01
-2.07947752e-01 3.13899768e-02]
[ 8.22263179e-03 -4.05509858e-01 -1.28370706e-01 -1.63970431e-01
3.79455905e-01 2.63732137e-02 1.95054552e-01 1.52215213e-01
-1.67426455e-01 -2.24995084e-01]
[ 1.11499500e-01 -2.40825288e-01 -1.55728687e-01 -2.48327494e-02
3.30665223e-02 -4.67090742e-02 1.01589974e-01 -1.53900028e-01
1.12234837e-01 -1.58511868e-01]
[ -1.13773974e-01 6.42252274e-02 2.65336542e-01 -1.42925590e-03
1.45636869e-01 7.91632308e-02 4.50374210e-02 -2.96987866e-01
-1.08314514e-01 -5.38395663e-02]
[ -3.47497848e-01 1.43454847e-02 1.48616185e-02 -2.47065570e-02
1.52048680e-01 -1.74963734e-01 1.71283061e-02 2.34416483e-01
-8.44116204e-02 7.59628324e-02]
[ 1.40991436e-01 -4.40955757e-04 -2.35889489e-01 -8.80614072e-02
1.31903076e-01 -2.96917206e-01 8.79280161e-02 -1.67958489e-01
-2.98766961e-03 -1.93908583e-01]
[ 2.15455982e-01 -1.82408621e-01 6.60175451e-02 -1.76251072e-02
7.95520209e-02 -3.80156791e-02 3.60458817e-02 -1.36345207e-01
1.17295296e-01 -1.73946644e-01]
[ -1.06356695e-01 -8.43353943e-02 1.21169165e-01 1.08979675e-01
4.20288407e-02 -1.13641611e-01 2.66235802e-01 -7.81686840e-02
1.82671258e-01 -4.78762083e-03]
[ -1.62452092e-02 -1.98615235e-01 1.94388044e-01 -2.64985598e-01
-1.14971815e-01 1.21303303e-01 8.97036052e-02 -1.18861218e-01
1.15974634e-02 2.07473736e-01]]
[[ 0.6220192 ]
[ 1.67929325]
[ 0.25406402]
[ 0.88088571]
[-2.7303182 ]
[-0.26444347]
[-1.70166941]
[ 0.07160392]
[ 0.69662672]
[ 0.89360605]]
Progress: 39.2% ... Training loss: 0.274 ... Validation loss: 0.448[[ 1.59120826e-01 2.24995096e-01 -1.06306323e-01 1.04553642e-01
-5.20141237e-01 -6.98628621e-02 -5.97043955e-02 1.20946888e-01
-6.10602423e-02 1.86020069e-01]
[ 1.58635272e-02 1.52466326e-01 -1.85410126e-02 4.89566905e-02
7.47212511e-02 -7.60584370e-03 3.12418287e-01 4.14223807e-02
1.43926940e-01 -2.55395558e-02]
[ 1.97958308e-01 7.73318596e-01 1.32181160e-02 -3.96532619e-02
5.88151090e-01 -2.34400877e-02 -8.65646069e-01 -4.03182356e-02
5.73830072e-02 2.86364124e-01]
[ 4.15281463e-02 -3.40766698e-01 -1.99838736e-01 1.63653605e-01
-5.04085206e-02 1.32192567e-01 1.70872634e-01 6.32424591e-02
1.16748895e-01 2.75066787e-01]
[ -2.39453443e-02 9.19973608e-02 -1.50307734e-01 3.61356364e-02
-2.33635484e-02 -1.79097230e-01 6.86198372e-02 -1.18470703e-01
-1.99149769e-01 -4.82026582e-02]
[ -3.83893740e-01 -6.37129993e-01 -2.96058589e-01 1.66534167e-01
-8.68447005e-02 3.86145591e-02 3.31227997e-01 -3.75891747e-02
-1.67481161e-02 -1.35809146e-02]
[ -1.25605158e-02 -2.44216402e-01 6.49063469e-03 8.05817844e-02
1.86757508e-02 -6.79384601e-02 2.00572393e-01 -1.91720247e-01
1.88681468e-01 2.42795486e-02]
[ 1.08841009e-01 -2.55866064e-01 3.29200178e-02 -7.48647090e-02
4.39205744e-02 -4.77912646e-02 8.35044620e-02 1.18662837e-01
7.69951995e-02 -2.74814024e-02]
[ -1.74307186e-01 -1.45884340e-01 -3.02661072e-01 -1.98173622e-02
-2.25618646e-02 6.87125020e-02 -1.34006335e-01 -2.92314138e-02
2.64552875e-01 -1.32382319e-01]
[ 4.32684894e-02 -4.08029701e-01 8.39813709e-02 1.35084272e-02
-1.15536245e-01 -1.14611935e-01 2.09041346e-01 -1.06395110e-01
1.14120210e-02 8.59663456e-02]
[ -8.44322213e-02 -8.33390341e-02 1.93584512e-03 -1.39522132e-01
-4.76323287e-02 1.60214471e-02 2.07567316e-01 -1.02695696e-01
-8.85847125e-03 -1.22107891e-01]
[ -1.26047151e-01 -1.94354558e-01 -7.20883233e-02 -3.24607730e-03
3.80260306e-01 1.02596770e-01 1.49807116e-01 -1.67000387e-02
-1.74406821e-01 -2.19464734e-01]
[ -1.57866226e-01 3.24191308e-03 6.14860080e-02 2.04600816e-02
-1.70130600e-01 -2.19301952e-01 -1.76195984e-01 -1.97139230e-01
8.57553168e-02 1.72577546e-01]
[ -2.69564568e-01 -3.30153371e-01 1.00738666e-01 2.32419948e-01
-1.29649692e-01 -7.00848237e-02 7.50081575e-02 -2.59162668e-01
-2.57052994e-01 -6.81714456e-02]
[ 1.03154657e-01 -1.86234487e-01 -2.17806950e-02 1.19649802e-01
-5.50500633e-02 -8.85728221e-02 2.37414957e-01 3.06455776e-03
2.77688441e-02 5.41570382e-03]
[ 3.71036923e-02 -1.05046730e-01 -2.10501114e-01 1.52164772e-01
-6.28304412e-02 8.30186440e-02 -3.42361717e-02 -1.98836856e-02
-8.89353170e-02 -4.29404717e-03]
[ -1.23068441e-01 -8.62375090e-02 -2.02942567e-01 1.54413236e-01
1.33690150e-02 1.34824897e-01 1.83398375e-02 -2.50680947e-01
6.96380555e-02 -1.99476088e-01]
[ -6.92125015e-02 -4.93326551e-02 2.75269718e-01 9.91391683e-02
1.20615273e-01 -6.09630624e-02 -1.15629101e-01 1.20576997e-01
7.46258141e-02 3.55335285e-02]
[ 5.62290209e-02 -2.55672452e-02 8.70099856e-02 8.53262897e-02
5.41102977e-02 -1.58899512e-02 2.23209938e-01 1.20071942e-01
-2.98567506e-02 -6.37597292e-02]
[ 9.32674198e-03 -1.49517054e-01 -2.91866799e-01 -5.19060772e-02
1.39508111e-01 -9.24468352e-02 1.50817665e-01 1.63045299e-01
1.07745291e-01 -3.07967429e-02]
[ 5.17843270e-02 -1.80604842e-02 -1.14799360e-01 4.96021577e-02
-1.17858194e-01 3.20041727e-01 2.60569340e-01 2.05050105e-01
-1.55994885e-01 -5.69391704e-02]
[ 8.10020861e-03 6.10173785e-03 1.25469217e-01 1.15065300e-01
-2.16861476e-02 1.02683998e-01 -1.26369544e-01 -4.10146038e-02
2.20992310e-01 8.79568343e-02]
[ 1.16572629e-01 8.94906598e-02 -4.24478553e-02 -8.90653599e-02
-1.17242388e-01 -3.32495001e-01 1.05981505e-01 9.24914429e-03
1.50119799e-01 9.76560780e-02]
[ -1.04283186e-01 -3.60529812e-02 -1.68144115e-02 1.87730693e-02
4.98850914e-03 -2.03152432e-01 -6.33961372e-02 -2.03432832e-02
1.37450152e-02 1.23193043e-01]
[ -1.58116332e-01 -1.18676247e-01 -2.02538229e-01 -1.85731254e-02
-2.77904789e-01 -1.55155098e-04 4.56749013e-02 -2.51054211e-02
-8.39019075e-03 4.41460568e-02]
[ -3.07896563e-02 -1.17286699e-01 -7.50438003e-02 -1.26584769e-01
5.29443213e-01 2.75749369e-01 5.86381609e-01 1.13057926e-01
-1.81579863e-01 -3.78322945e-01]
[ -2.11062698e-02 -4.28615911e-01 -3.21781869e-02 -7.87162153e-02
6.75184967e-01 1.02315342e-01 5.59859087e-01 9.09430256e-02
2.55291455e-02 -3.92430289e-01]
[ 9.51517511e-03 -4.77061548e-01 -4.40415088e-02 -1.08721684e-01
6.79263211e-01 2.37929144e-02 5.20387863e-01 4.84999137e-02
-3.65517207e-01 -2.21370204e-01]
[ -1.74688395e-01 -6.21994551e-01 -1.08554605e-02 -2.07382561e-01
7.80916962e-01 -8.98411433e-02 6.47474890e-01 -8.33133036e-02
-7.08565878e-02 8.08573116e-02]
[ -2.96967706e-01 -4.34192725e-01 5.53088384e-02 -4.80089895e-02
9.13862576e-01 1.42146022e-01 4.48978911e-01 4.75192576e-02
-8.91361006e-02 -1.36786568e-01]
[ -2.06076567e-01 -3.22702319e-01 2.51758821e-01 -2.41369162e-01
6.60918059e-01 -4.50560022e-02 7.05623650e-01 1.31274140e-02
-2.56096508e-01 -2.61471013e-02]
[ -1.33776324e-01 -2.35835809e-01 -1.82087927e-01 -1.04778525e-01
4.97068195e-01 -2.29190968e-01 1.90676441e-01 1.68541205e-01
-1.18010839e-02 -1.22150648e-01]
[ 9.99297706e-02 2.31573684e-01 1.59327761e-01 -1.07072965e-01
-4.78409241e-02 5.46629058e-02 -1.32812355e-01 2.81566366e-01
6.31491933e-02 1.65876652e-01]
[ 3.55594036e-01 3.46707467e-01 -7.99600251e-02 3.20363339e-01
-9.08548255e-01 -2.89772021e-01 -4.93517162e-01 1.77953270e-01
3.91874958e-01 -2.04385901e-02]
[ 4.77114242e-02 1.30543506e-01 2.53407756e-01 2.49168068e-01
-6.07808876e-02 -1.96399978e-01 -1.77689366e-01 -1.32959316e-01
-1.38955234e-01 -2.89169392e-01]
[ 2.18832152e-02 -7.24133092e-02 -1.19415857e-01 -5.65530353e-02
2.30333561e-01 4.06509305e-02 -2.47685074e-03 -1.84999597e-01
3.16755913e-02 2.04849695e-01]
[ 7.39589502e-04 -5.24228535e-02 -6.73311945e-02 -5.23847034e-02
-2.36100922e-02 -1.77427127e-01 8.48511784e-02 9.83890540e-03
3.60611238e-02 2.99240014e-03]
[ 3.33169230e-02 9.03880515e-02 2.45516325e-01 7.92841072e-02
-2.46580687e-01 -1.37228994e-01 9.31973690e-02 3.99376644e-02
-1.81669423e-01 1.11465066e-01]
[ 7.17482477e-02 3.61577127e-02 1.07003996e-01 5.57667606e-03
-2.34925442e-01 6.86914242e-02 5.86546873e-02 -2.71137159e-01
-1.91717401e-02 -9.03082987e-02]
[ -1.36098518e-02 9.26365567e-02 8.31689057e-02 -3.55991709e-02
-3.73213007e-02 1.81631655e-01 9.99148827e-02 1.17866919e-01
-2.59633166e-02 1.66375550e-01]
[ 2.24944488e-01 8.61874529e-02 3.01629934e-02 8.57364044e-02
1.50268629e-02 -2.50258248e-02 -1.82892872e-01 1.48812935e-01
-5.06584242e-02 -1.55196669e-02]
[ 4.47070521e-02 8.74874352e-03 1.77578531e-02 4.36546227e-02
-4.24603087e-01 -1.23777108e-01 -2.15046490e-01 4.12927352e-02
1.20843218e-01 1.94927888e-01]
[ 5.68412704e-02 5.18660873e-01 1.27207047e-01 4.33462362e-01
-1.19571252e+00 -3.06331186e-01 -6.00739612e-01 -7.11155975e-02
2.98447716e-01 3.42927221e-01]
[ 1.80340024e-01 5.02634743e-01 6.76492689e-02 4.31422497e-01
-9.70202039e-01 -8.45542817e-02 -4.42691542e-01 1.51311176e-01
2.13989985e-01 4.83347233e-01]
[ 2.56956321e-01 3.24509092e-01 2.48030472e-01 1.53845366e-01
-4.64638268e-01 7.87872710e-02 -2.31959908e-01 1.62964167e-01
2.44160222e-01 8.38693948e-02]
[ -7.42208400e-02 2.25564211e-01 2.41166795e-01 1.61445556e-02
-4.35908593e-02 1.30841161e-01 -1.04141371e-01 -1.52535065e-02
-3.29556005e-02 4.96297938e-02]
[ -9.94903158e-02 -1.26431114e-03 2.44471433e-02 9.26476422e-02
-5.42763207e-02 1.15991949e-01 2.47815186e-01 1.99762651e-02
-2.75293977e-01 -9.40593960e-02]
[ -2.22335824e-01 -3.45926250e-02 -9.41133984e-02 -3.45721228e-01
1.87206462e-01 1.19739666e-01 1.10417347e-01 1.03241972e-01
-2.08201876e-01 3.11158756e-02]
[ 8.64241531e-03 -4.04594971e-01 -1.28198290e-01 -1.63362229e-01
3.77738280e-01 2.61940982e-02 1.94006350e-01 1.52265004e-01
-1.66951108e-01 -2.24385074e-01]
[ 1.10826607e-01 -2.41632807e-01 -1.55997470e-01 -2.56244435e-02
3.40864761e-02 -4.64674508e-02 1.02878061e-01 -1.53966077e-01
1.11633917e-01 -1.59393508e-01]
[ -1.13825414e-01 6.37495188e-02 2.65337017e-01 -1.53412292e-03
1.46376929e-01 7.91934129e-02 4.52198691e-02 -2.96996449e-01
-1.08370797e-01 -5.38614138e-02]
[ -3.47769826e-01 1.39941177e-02 1.47405553e-02 -2.51158681e-02
1.53243309e-01 -1.74843423e-01 1.74794180e-02 2.34380496e-01
-8.47581100e-02 7.55195610e-02]
[ 1.42178896e-01 2.14531272e-03 -2.35345440e-01 -8.61651323e-02
1.27474377e-01 -2.97422012e-01 8.57397241e-02 -1.67802216e-01
-1.75891111e-03 -1.92182601e-01]
[ 2.15970440e-01 -1.81475468e-01 6.62233690e-02 -1.69717584e-02
7.77777278e-02 -3.82268770e-02 3.51279343e-02 -1.36290492e-01
1.17854914e-01 -1.73278273e-01]
[ -1.05514502e-01 -8.21084338e-02 1.21509256e-01 1.09982546e-01
3.96961882e-02 -1.13951776e-01 2.63995745e-01 -7.80771303e-02
1.83523149e-01 -3.75512954e-03]
[ -1.72020269e-02 -2.00320450e-01 1.94024971e-01 -2.66309289e-01
-1.12930587e-01 1.21708267e-01 9.16911777e-02 -1.18977967e-01
1.05725615e-02 2.06149643e-01]]
[[ 0.62570966]
[ 1.68393762]
[ 0.25559389]
[ 0.8849365 ]
[-2.73086145]
[-0.26339745]
[-1.70153623]
[ 0.07350105]
[ 0.70060897]
[ 0.89844212]]
Progress: 39.2% ... Training loss: 0.274 ... Validation loss: 0.447[[ 1.58572422e-01 2.24605657e-01 -1.06464436e-01 1.03712414e-01
-5.16305938e-01 -6.96405635e-02 -5.91287459e-02 1.20886265e-01
-6.16850679e-02 1.85459734e-01]
[ 1.64310918e-02 1.53840376e-01 -1.82923408e-02 4.98114233e-02
7.24193168e-02 -7.83678925e-03 3.11055856e-01 4.14939098e-02
1.44596087e-01 -2.46807863e-02]
[ 1.93400408e-01 7.64900289e-01 1.13426825e-02 -4.62750985e-02
6.06196716e-01 -2.14554477e-02 -8.57007746e-01 -4.08618401e-02
5.21691210e-02 2.79947075e-01]
[ 4.14504831e-02 -3.42794857e-01 -1.99902324e-01 1.63476657e-01
-4.93305050e-02 1.32251013e-01 1.72547424e-01 6.32205768e-02
1.16810553e-01 2.74815329e-01]
[ -2.53916879e-02 8.93288267e-02 -1.50875540e-01 3.41367064e-02
-1.63738967e-02 -1.78643622e-01 7.17466206e-02 -1.18599909e-01
-2.00723824e-01 -5.00869286e-02]
[ -3.83253765e-01 -6.36681281e-01 -2.95763952e-01 1.67589199e-01
-8.89948108e-02 3.83194697e-02 3.30714565e-01 -3.75046307e-02
-1.60055837e-02 -1.26238332e-02]
[ -1.41398354e-02 -2.47841539e-01 5.83205778e-03 7.82987665e-02
2.57367937e-02 -6.73210090e-02 2.03747745e-01 -1.91897974e-01
1.86904207e-01 2.21364919e-02]
[ 1.07686724e-01 -2.58350310e-01 3.24466686e-02 -7.65759896e-02
4.85415329e-02 -4.72461495e-02 8.62158955e-02 1.18522615e-01
7.57055065e-02 -2.90979000e-02]
[ -1.74362401e-01 -1.46031146e-01 -3.02651859e-01 -1.99028003e-02
-2.21889720e-02 6.87434337e-02 -1.33557890e-01 -2.92383112e-02
2.64415532e-01 -1.32453750e-01]
[ 4.17550848e-02 -4.11592903e-01 8.33974530e-02 1.13541747e-02
-1.08791331e-01 -1.13977609e-01 2.13159991e-01 -1.06567190e-01
9.68945224e-03 8.40610092e-02]
[ -8.49069101e-02 -8.47656162e-02 1.74977240e-03 -1.40149738e-01
-4.55659402e-02 1.62151824e-02 2.08780613e-01 -1.02745171e-01
-9.39539092e-03 -1.22773519e-01]
[ -1.26207903e-01 -1.95172251e-01 -7.21464084e-02 -3.48892271e-03
3.81353787e-01 1.02667118e-01 1.50296973e-01 -1.67187860e-02
-1.74609098e-01 -2.19767673e-01]
[ -1.57866226e-01 3.24191308e-03 6.14860080e-02 2.04600816e-02
-1.70130600e-01 -2.19301952e-01 -1.76195984e-01 -1.97139230e-01
8.57553168e-02 1.72577546e-01]
[ -2.68962710e-01 -3.29031156e-01 1.01008349e-01 2.33345466e-01
-1.31621640e-01 -7.03511830e-02 7.37313169e-02 -2.59086414e-01
-2.56365916e-01 -6.72529674e-02]
[ 1.03158420e-01 -1.86470151e-01 -2.17811534e-02 1.19676327e-01
-5.50777974e-02 -8.85805686e-02 2.37765438e-01 3.06585915e-03
2.77462276e-02 5.38288466e-03]
[ 3.72552797e-02 -1.05302029e-01 -2.10440942e-01 1.52408409e-01
-6.32480387e-02 8.29513594e-02 -3.41333373e-02 -1.98631644e-02
-8.87302980e-02 -4.07979363e-03]
[ -1.23615478e-01 -8.72813142e-02 -2.03166989e-01 1.53652593e-01
1.57504709e-02 1.35025828e-01 1.95486839e-02 -2.50730820e-01
6.90317586e-02 -2.00251981e-01]
[ -6.87456186e-02 -4.79559290e-02 2.75468970e-01 9.97873278e-02
1.18836756e-01 -6.11946988e-02 -1.17277022e-01 1.20636233e-01
7.51188086e-02 3.63047591e-02]
[ 5.41232955e-02 -3.07581982e-02 8.61091850e-02 8.21632092e-02
6.33012884e-02 -1.49654074e-02 2.28079823e-01 1.19802263e-01
-3.23005961e-02 -6.68291665e-02]
[ 9.59409976e-03 -1.48953463e-01 -2.91732604e-01 -5.14173261e-02
1.37882644e-01 -9.25320852e-02 1.50224178e-01 1.63086607e-01
1.08127044e-01 -3.03157727e-02]
[ 5.13667090e-02 -1.91507402e-02 -1.14983998e-01 4.89454373e-02
-1.16248506e-01 3.20225964e-01 2.61540513e-01 2.04997486e-01
-1.56520353e-01 -5.75789741e-02]
[ 7.09201903e-03 4.19688496e-03 1.25084444e-01 1.13650280e-01
-1.73393475e-02 1.03117827e-01 -1.23704838e-01 -4.11311428e-02
2.19961562e-01 8.65830848e-02]
[ 1.17131201e-01 9.08881258e-02 -4.22082376e-02 -8.82725905e-02
-1.19475980e-01 -3.32730700e-01 1.04697690e-01 9.31340228e-03
1.50678254e-01 9.84417371e-02]
[ -1.04170225e-01 -3.60427389e-02 -1.67673819e-02 1.89306784e-02
4.57896104e-03 -2.03200751e-01 -6.35918166e-02 -2.03297797e-02
1.38489244e-02 1.23357881e-01]
[ -1.58349588e-01 -1.19233136e-01 -2.02621162e-01 -1.88853345e-02
-2.77064535e-01 -5.79915473e-05 4.63265185e-02 -2.51333951e-02
-8.65218842e-03 4.38284256e-02]
[ -3.07589863e-02 -1.17219933e-01 -7.50313165e-02 -1.26542065e-01
5.29311957e-01 2.75737771e-01 5.86324656e-01 1.13061471e-01
-1.81544977e-01 -3.78280090e-01]
[ -2.12148121e-02 -4.29299009e-01 -3.22219620e-02 -7.88503561e-02
6.75481763e-01 1.02353167e-01 5.60472241e-01 9.09328419e-02
2.54349746e-02 -3.92593621e-01]
[ 9.63445113e-03 -4.77033312e-01 -4.39944961e-02 -1.08538234e-01
6.78707249e-01 2.37413761e-02 5.20241519e-01 4.85144651e-02
-3.65409659e-01 -2.21229272e-01]
[ -1.74891932e-01 -6.22331160e-01 -1.09396581e-02 -2.07675927e-01
7.81720050e-01 -8.97553688e-02 6.47945876e-01 -8.33379712e-02
-7.10738352e-02 8.05654299e-02]
[ -2.97177281e-01 -4.34635641e-01 5.52207516e-02 -4.83117668e-02
9.14652597e-01 1.42236767e-01 4.49469130e-01 4.74943175e-02
-8.93636625e-02 -1.37088341e-01]
[ -2.06155574e-01 -3.22904391e-01 2.51726161e-01 -2.41483857e-01
6.61298448e-01 -4.50245641e-02 7.05804235e-01 1.31184533e-02
-2.56184664e-01 -2.62656318e-02]
[ -1.34487773e-01 -2.37211674e-01 -1.82354422e-01 -1.05752283e-01
5.00048099e-01 -2.28903654e-01 1.92560301e-01 1.68460283e-01
-1.25051852e-02 -1.23096487e-01]
[ 9.98316566e-02 2.30968674e-01 1.59283409e-01 -1.07229243e-01
-4.73753060e-02 5.47085191e-02 -1.32328189e-01 2.81553791e-01
6.30176027e-02 1.65804283e-01]
[ 3.55687782e-01 3.46764366e-01 -7.99239730e-02 3.20410113e-01
-9.08380013e-01 -2.89806280e-01 -4.93842736e-01 1.77963257e-01
3.91976665e-01 -2.03150190e-02]
[ 4.75032261e-02 1.29915998e-01 2.53313204e-01 2.48847972e-01
-5.98120904e-02 -1.96302158e-01 -1.77092782e-01 -1.32986653e-01
-1.39214811e-01 -2.89501754e-01]
[ 2.22403318e-02 -7.17324650e-02 -1.19260616e-01 -5.60448447e-02
2.28932475e-01 4.05004230e-02 -3.31552678e-03 -1.84958864e-01
3.20543250e-02 2.05341653e-01]
[ 7.50078605e-04 -5.22866337e-02 -6.73152337e-02 -5.23070071e-02
-2.38465973e-02 -1.77429754e-01 8.45897820e-02 9.84694435e-03
3.61167688e-02 3.07580456e-03]
[ 3.26819780e-02 8.81651806e-02 2.45249144e-01 7.83876747e-02
-2.43348453e-01 -1.36968664e-01 9.51291220e-02 3.98660992e-02
-1.82426839e-01 1.10498562e-01]
[ 7.21115974e-02 3.68822030e-02 1.07171471e-01 6.12919767e-03
-2.36546668e-01 6.85264795e-02 5.78966356e-02 -2.71095873e-01
-1.87064100e-02 -8.96868784e-02]
[ -1.38004700e-02 9.27854044e-02 8.31064040e-02 -3.58164201e-02
-3.68808858e-02 1.81704466e-01 1.00046531e-01 1.17847613e-01
-2.61964881e-02 1.66153029e-01]
[ 2.24803086e-01 8.59153835e-02 3.00843208e-02 8.54289790e-02
1.59902617e-02 -2.49515526e-02 -1.82458260e-01 1.48787706e-01
-5.08972039e-02 -1.58254889e-02]
[ 4.43718807e-02 8.11803060e-03 1.76056174e-02 4.31146733e-02
-4.23154030e-01 -1.23636880e-01 -2.14492056e-01 4.12490145e-02
1.20412305e-01 1.94383666e-01]
[ 5.65044132e-02 5.18174601e-01 1.27099755e-01 4.33035297e-01
-1.19417142e+00 -3.06191061e-01 -6.00066541e-01 -7.11458716e-02
2.98059487e-01 3.42479761e-01]
[ 1.79723476e-01 5.01235177e-01 6.74125964e-02 4.30587556e-01
-9.67886872e-01 -8.42920775e-02 -4.41213580e-01 1.51240997e-01
2.13294225e-01 4.82586983e-01]
[ 2.57047852e-01 3.24560997e-01 2.48063163e-01 1.54004365e-01
-4.64913085e-01 7.87574183e-02 -2.32098597e-01 1.62975599e-01
2.44298784e-01 8.40277113e-02]
[ -7.40377888e-02 2.26077054e-01 2.41246820e-01 1.64189679e-02
-4.44297495e-02 1.30763019e-01 -1.04565673e-01 -1.52308894e-02
-3.27673914e-02 4.98890734e-02]
[ -9.92479848e-02 -6.02159858e-04 2.45475310e-02 9.29845093e-02
-5.52662206e-02 1.15888502e-01 2.47155822e-01 2.00052017e-02
-2.75018485e-01 -9.37190040e-02]
[ -2.22038684e-01 -3.40380604e-02 -9.40040795e-02 -3.45312051e-01
1.86132084e-01 1.19613783e-01 1.09799174e-01 1.03277631e-01
-2.07872079e-01 3.15313055e-02]
[ 8.57883350e-03 -4.04741644e-01 -1.28224340e-01 -1.63459550e-01
3.77972854e-01 2.62188052e-02 1.94132634e-01 1.52257777e-01
-1.67022109e-01 -2.24463671e-01]
[ 1.10508726e-01 -2.42818355e-01 -1.56134886e-01 -2.60007699e-02
3.52413454e-02 -4.63180917e-02 1.04137381e-01 -1.54009568e-01
1.11271217e-01 -1.59934017e-01]
[ -1.13954174e-01 6.37607649e-02 2.65278082e-01 -1.69545778e-03
1.47143702e-01 7.92263477e-02 4.54351278e-02 -2.97001207e-01
-1.08532596e-01 -5.40772371e-02]
[ -3.48627541e-01 1.22207029e-02 1.43944221e-02 -2.62952781e-02
1.56595136e-01 -1.74498514e-01 1.93688106e-02 2.34285640e-01
-8.56812627e-02 7.44191479e-02]
[ 1.43044546e-01 3.58656354e-03 -2.34941781e-01 -8.47859426e-02
1.23274223e-01 -2.97787009e-01 8.41384850e-02 -1.67684763e-01
-7.47546561e-04 -1.90806523e-01]
[ 2.14868645e-01 -1.84197043e-01 6.57565453e-02 -1.87685805e-02
8.31576870e-02 -3.77622685e-02 3.77517355e-02 -1.36426154e-01
1.16504104e-01 -1.74988250e-01]
[ -1.06535668e-01 -8.47273661e-02 1.21094350e-01 1.08553820e-01
4.44352402e-02 -1.13515635e-01 2.66679800e-01 -7.81983758e-02
1.82434991e-01 -5.13651303e-03]
[ -1.67892032e-02 -1.99280953e-01 1.94217452e-01 -2.65770563e-01
-1.14218129e-01 1.21543720e-01 9.04423873e-02 -1.18935712e-01
1.09860512e-02 2.06847767e-01]]
[[ 0.61666455]
[ 1.67371816]
[ 0.24743545]
[ 0.8768786 ]
[-2.74095375]
[-0.2690867 ]
[-1.70442741]
[ 0.06647333]
[ 0.69229456]
[ 0.88914181]]
Progress: 39.3% ... Training loss: 0.279 ... Validation loss: 0.453[[ 1.56380284e-01 2.19745726e-01 -1.07315323e-01 1.00695548e-01
-5.08065594e-01 -6.87395931e-02 -5.41226327e-02 1.20658318e-01
-6.39157051e-02 1.82427931e-01]
[ 1.58979053e-02 1.52387075e-01 -1.85159773e-02 4.90156166e-02
7.43059767e-02 -7.59841246e-03 3.12362051e-01 4.14343519e-02
1.44071907e-01 -2.54650221e-02]
[ 1.90901511e-01 7.59863946e-01 1.04018641e-02 -4.98305289e-02
6.16484107e-01 -2.04315599e-02 -8.51524075e-01 -4.11155451e-02
4.93722449e-02 2.76603534e-01]
[ 4.12397601e-02 -3.43846391e-01 -1.99982099e-01 1.63323573e-01
-4.60944327e-02 1.32343593e-01 1.74726278e-01 6.32019165e-02
1.16558965e-01 2.74782919e-01]
[ -2.50009936e-02 9.14525544e-02 -1.50739853e-01 3.47331053e-02
-2.06981616e-02 -1.78870257e-01 6.93691817e-02 -1.18544528e-01
-2.00331375e-01 -4.96146238e-02]
[ -3.83376934e-01 -6.36994361e-01 -2.95822813e-01 1.67427384e-01
-8.99582489e-02 3.83687273e-02 3.30833891e-01 -3.75179016e-02
-1.61099895e-02 -1.28272957e-02]
[ -1.42904595e-02 -2.48909209e-01 5.73600033e-03 7.80047687e-02
2.56983632e-02 -6.72452363e-02 2.04543846e-01 -1.91920044e-01
1.86716020e-01 2.17019727e-02]
[ 1.06416927e-01 -2.61264117e-01 3.20079092e-02 -7.82585262e-02
5.34347855e-02 -4.67598992e-02 8.92835498e-02 1.18403859e-01
7.45143704e-02 -3.06427651e-02]
[ -1.74558562e-01 -1.47115086e-01 -3.02713249e-01 -2.02010973e-02
-2.23054170e-02 6.88332046e-02 -1.32887287e-01 -2.92563424e-02
2.64366164e-01 -1.32743949e-01]
[ 4.04371228e-02 -4.15705024e-01 8.29073106e-02 9.47595413e-03
-1.05591868e-01 -1.13459787e-01 2.16545832e-01 -1.06698696e-01
8.54333239e-03 8.22648829e-02]
[ -8.52900632e-02 -8.58742381e-02 1.62833560e-03 -1.40610204e-01
-4.50604643e-02 1.63637580e-02 2.09769698e-01 -1.02778156e-01
-9.68154839e-03 -1.23299553e-01]
[ -1.26246538e-01 -1.95330004e-01 -7.21898968e-02 -3.58688230e-03
3.81423788e-01 1.02701772e-01 1.50575731e-01 -1.67264218e-02
-1.74709916e-01 -2.19918560e-01]
[ -1.57866226e-01 3.24191308e-03 6.14860080e-02 2.04600816e-02
-1.70130600e-01 -2.19301952e-01 -1.76195984e-01 -1.97139230e-01
8.57553168e-02 1.72577546e-01]
[ -2.69407435e-01 -3.29843514e-01 1.00799128e-01 2.32637107e-01
-1.30106668e-01 -7.01289903e-02 7.44723805e-02 -2.59142171e-01
-2.56921802e-01 -6.79924338e-02]
[ 1.03547574e-01 -1.85780241e-01 -2.16279471e-02 1.20214310e-01
-5.69083589e-02 -8.87484625e-02 2.36986472e-01 3.10685037e-03
2.82023066e-02 5.91855922e-03]
[ 3.74088439e-02 -1.05225573e-01 -2.10376158e-01 1.52679469e-01
-6.43435659e-02 8.28668284e-02 -3.43003487e-02 -1.98427164e-02
-8.85318469e-02 -3.87808155e-03]
[ -1.23221995e-01 -8.67221185e-02 -2.03008326e-01 1.54210658e-01
1.40531701e-02 1.34852804e-01 1.88141592e-02 -2.50687160e-01
6.94754430e-02 -1.99743773e-01]
[ -6.92845239e-02 -4.96592585e-02 2.75225315e-01 9.89706727e-02
1.20758378e-01 -6.09567806e-02 -1.15697981e-01 1.20572776e-01
7.45257034e-02 3.54501977e-02]
[ 5.37986114e-02 -3.14842660e-02 8.59724180e-02 8.16541135e-02
6.42494065e-02 -1.48168467e-02 2.28760932e-01 1.19765430e-01
-3.26832183e-02 -6.73323666e-02]
[ 9.36214695e-03 -1.49350489e-01 -2.91834392e-01 -5.17956589e-02
1.38422728e-01 -9.24376961e-02 1.50629298e-01 1.63058152e-01
1.07833002e-01 -3.07122312e-02]
[ 5.17927457e-02 -1.76213323e-02 -1.14708224e-01 4.99023881e-02
-1.18715137e-01 3.19937107e-01 2.60189352e-01 2.05073893e-01
-1.55791991e-01 -5.65311915e-02]
[ 5.71062266e-03 3.99014990e-04 1.24511132e-01 1.11523422e-01
-1.08167730e-02 1.03763473e-01 -1.19941877e-01 -4.12879533e-02
2.18430303e-01 8.45164153e-02]
[ 1.16942026e-01 9.03993058e-02 -4.22832404e-02 -8.85591114e-02
-1.18926939e-01 -3.32637835e-01 1.05135097e-01 9.29107037e-03
1.50502869e-01 9.81467170e-02]
[ -1.04613780e-01 -3.74327115e-02 -1.69389855e-02 1.82888886e-02
5.51497843e-03 -2.03010348e-01 -6.22791254e-02 -2.03762437e-02
1.34765367e-02 1.22717971e-01]
[ -1.57897182e-01 -1.18151158e-01 -2.02417308e-01 -1.81784283e-02
-2.79132004e-01 -2.74608670e-04 4.50924716e-02 -2.50769223e-02
-8.10717413e-03 4.45572882e-02]
[ -3.08850793e-02 -1.17761030e-01 -7.50915543e-02 -1.26739509e-01
5.29950699e-01 2.75799123e-01 5.86944019e-01 1.13046892e-01
-1.81719744e-01 -3.78534026e-01]
[ -2.14120361e-02 -4.30075430e-01 -3.23152453e-02 -7.91791447e-02
6.76340669e-01 1.02452918e-01 5.61251078e-01 9.09075867e-02
2.51938511e-02 -3.92933461e-01]
[ 9.85866177e-03 -4.76778582e-01 -4.39035968e-02 -1.08221035e-01
6.77837383e-01 2.36388587e-02 5.19843747e-01 4.85388469e-02
-3.65139659e-01 -2.20896723e-01]
[ -1.74750696e-01 -6.22110033e-01 -1.08830355e-02 -2.07476058e-01
7.81197855e-01 -8.98175231e-02 6.47637686e-01 -8.33230114e-02
-7.09223360e-02 8.07606343e-02]
[ -2.96977635e-01 -4.34792411e-01 5.53301736e-02 -4.78946988e-02
9.13102661e-01 1.42108299e-01 4.49521270e-01 4.75262791e-02
-8.90299799e-02 -1.36685086e-01]
[ -2.06333810e-01 -3.23348867e-01 2.51655764e-01 -2.41735381e-01
6.62048203e-01 -4.49479136e-02 7.06238739e-01 1.30996572e-02
-2.56385471e-01 -2.65136081e-02]
[ -1.34443483e-01 -2.37070766e-01 -1.82336814e-01 -1.05684867e-01
4.99846407e-01 -2.28921673e-01 1.92417869e-01 1.68465063e-01
-1.24565694e-02 -1.23026238e-01]
[ 9.96611810e-02 2.30371602e-01 1.59190947e-01 -1.07564372e-01
-4.65685686e-02 5.48002346e-02 -1.31881537e-01 2.81532107e-01
6.28707288e-02 1.65561151e-01]
[ 3.56109307e-01 3.48353508e-01 -7.96707660e-02 3.21342449e-01
-9.10933135e-01 -2.90097614e-01 -4.95318163e-01 1.78028491e-01
3.92691456e-01 -1.94237878e-02]
[ 4.74661517e-02 1.29833679e-01 2.53305021e-01 2.48808619e-01
-5.98894397e-02 -1.96296614e-01 -1.77088225e-01 -1.32988430e-01
-1.39227614e-01 -2.89538223e-01]
[ 2.17776434e-02 -7.30339233e-02 -1.19446825e-01 -5.67228104e-02
2.30924106e-01 4.07095690e-02 -2.05071690e-03 -1.85009269e-01
3.15414122e-02 2.04691422e-01]
[ 8.46266732e-04 -5.21248171e-02 -6.72769438e-02 -5.21705996e-02
-2.42020617e-02 -1.77471503e-01 8.44073759e-02 9.85694937e-03
3.62260249e-02 3.21203713e-03]
[ 3.24724447e-02 8.77265430e-02 2.45167336e-01 7.80940671e-02
-2.42503331e-01 -1.36879587e-01 9.55520959e-02 3.98440729e-02
-1.82658663e-01 1.10197817e-01]
[ 7.17127783e-02 3.58261566e-02 1.07009835e-01 5.51413454e-03
-2.34615540e-01 6.87085837e-02 5.89346098e-02 -2.71139922e-01
-1.91730013e-02 -9.03123965e-02]
[ -1.27253741e-02 9.55449947e-02 8.35456132e-02 -3.43330984e-02
-4.17351424e-02 1.81244996e-01 9.70840660e-02 1.17963773e-01
-2.50231008e-02 1.67667864e-01]
[ 2.24169924e-01 8.43494887e-02 2.98132437e-02 8.44417521e-02
1.84400283e-02 -2.46619814e-02 -1.80996578e-01 1.48713197e-01
-5.16400779e-02 -1.68287223e-02]
[ 4.41650700e-02 7.83400764e-03 1.75171400e-02 4.28166649e-02
-4.22338366e-01 -1.23538351e-01 -2.14192232e-01 4.12265478e-02
1.20151624e-01 1.94048476e-01]
[ 5.58516116e-02 5.16357790e-01 1.26831849e-01 4.32083058e-01
-1.19232712e+00 -3.05908751e-01 -5.98286302e-01 -7.12154694e-02
2.97346293e-01 3.41510806e-01]
[ 1.79711660e-01 5.01084038e-01 6.74245029e-02 4.30604650e-01
-9.68419361e-01 -8.42860350e-02 -4.41139924e-01 1.51242103e-01
2.13357891e-01 4.82598284e-01]
[ 2.56495581e-01 3.23124555e-01 2.47833667e-01 1.53194058e-01
-4.62710621e-01 7.90031380e-02 -2.30626396e-01 1.62914644e-01
2.43736672e-01 8.32232553e-02]
[ -7.41404748e-02 2.26082263e-01 2.41195339e-01 1.62278159e-02
-4.40540969e-02 1.30822267e-01 -1.04431733e-01 -1.52438924e-02
-3.29040700e-02 4.97058029e-02]
[ -9.93815572e-02 -6.86698216e-04 2.44871916e-02 9.27646144e-02
-5.49433979e-02 1.15951161e-01 2.47218554e-01 1.99892030e-02
-2.75160035e-01 -9.39269507e-02]
[ -2.21995716e-01 -3.39220878e-02 -9.39880062e-02 -3.45252276e-01
1.85968429e-01 1.19594683e-01 1.09679887e-01 1.03282262e-01
-2.07824040e-01 3.15934588e-02]
[ 8.66718722e-03 -4.04635491e-01 -1.28189654e-01 -1.63328980e-01
3.77595131e-01 2.61832501e-02 1.94028213e-01 1.52267531e-01
-1.66923350e-01 -2.24352828e-01]
[ 1.09749519e-01 -2.45341619e-01 -1.56476625e-01 -2.71872277e-02
3.77617977e-02 -4.59682878e-02 1.06612290e-01 -1.54101464e-01
1.10489445e-01 -1.61145800e-01]
[ -1.14490239e-01 6.24369050e-02 2.65041716e-01 -2.52816548e-03
1.49006451e-01 7.94799528e-02 4.64843089e-02 -2.97061550e-01
-1.09171207e-01 -5.49064623e-02]
[ -3.48917293e-01 1.12972680e-02 1.43111488e-02 -2.65852432e-02
1.57471309e-01 -1.74413813e-01 2.01814038e-02 2.34266686e-01
-8.59229961e-02 7.41399246e-02]
[ 1.44000166e-01 5.96562361e-03 -2.34500287e-01 -8.31903743e-02
1.18733740e-01 -2.98257979e-01 8.17576716e-02 -1.67565872e-01
4.95183804e-04 -1.89283407e-01]
[ 2.13746682e-01 -1.86989031e-01 6.53415745e-02 -2.03733950e-02
8.76615543e-02 -3.72799391e-02 4.06190915e-02 -1.36545725e-01
1.15355696e-01 -1.76635144e-01]
[ -1.06807877e-01 -8.54508433e-02 1.20959600e-01 1.08086993e-01
4.51074606e-02 -1.13385564e-01 2.67377825e-01 -7.82303091e-02
1.82090686e-01 -5.56893392e-03]
[ -1.65053779e-02 -1.98752486e-01 1.94331988e-01 -2.65422006e-01
-1.16338169e-01 1.21415232e-01 8.95748205e-02 -1.18904032e-01
1.13650548e-02 2.07251151e-01]]
[[ 0.60940582]
[ 1.66650476]
[ 0.23991668]
[ 0.870214 ]
[-2.74660576]
[-0.27370322]
[-1.70662607]
[ 0.06152864]
[ 0.68518611]
[ 0.8814522 ]]
Progress: 39.4% ... Training loss: 0.286 ... Validation loss: 0.460[[ 1.61189759e-01 2.30823944e-01 -1.05304413e-01 1.08004188e-01
-5.28441748e-01 -7.09214111e-02 -6.53150867e-02 1.21186955e-01
-5.81378340e-02 1.89705649e-01]
[ 1.61030303e-02 1.52867159e-01 -1.84385395e-02 4.93153963e-02
7.34629868e-02 -7.69237424e-03 3.11810534e-01 4.14550554e-02
1.44303937e-01 -2.51713535e-02]
[ 1.94970375e-01 7.70616871e-01 1.20128072e-02 -4.39318480e-02
5.97826598e-01 -2.21608687e-02 -8.62881775e-01 -4.06828722e-02
5.42013680e-02 2.82733057e-01]
[ 3.50764468e-02 -3.57140354e-01 -2.02576258e-01 1.53843363e-01
-1.80040533e-02 1.35106242e-01 1.88277963e-01 6.25311785e-02
1.09113321e-01 2.65601185e-01]
[ -2.42081300e-02 9.32234833e-02 -1.50460271e-01 3.57432289e-02
-2.24563258e-02 -1.79025185e-01 6.83046433e-02 -1.18482760e-01
-1.99687401e-01 -4.85751417e-02]
[ -3.81089790e-01 -6.33037469e-01 -2.94835245e-01 1.70997536e-01
-9.95249704e-02 3.72864907e-02 3.26849932e-01 -3.72659384e-02
-1.33591115e-02 -9.47193338e-03]
[ -1.01391144e-02 -2.40191371e-01 7.35618935e-03 8.39336234e-02
8.20865236e-03 -6.89906878e-02 1.94476959e-01 -1.91495558e-01
1.91344324e-01 2.76413010e-02]
[ 1.08348662e-01 -2.56808225e-01 3.28470323e-02 -7.50844212e-02
4.42339312e-02 -4.77551062e-02 8.46220217e-02 1.18632601e-01
7.70929084e-02 -2.74447708e-02]
[ -1.73471669e-01 -1.44502225e-01 -3.02281363e-01 -1.86484222e-02
-2.68921433e-02 6.83713006e-02 -1.35740935e-01 -2.91462553e-02
2.65610329e-01 -1.31164113e-01]
[ 4.96382999e-02 -3.95837817e-01 8.66593395e-02 2.32181380e-02
-1.45363240e-01 -1.17594551e-01 1.94833843e-01 -1.05722706e-01
1.93504424e-02 9.58359672e-02]
[ -8.54059550e-02 -8.63818066e-02 1.60177484e-03 -1.40771194e-01
-4.39688198e-02 1.64175228e-02 2.10461713e-01 -1.02784541e-01
-9.79139344e-03 -1.23389351e-01]
[ -1.25874708e-01 -1.94946161e-01 -7.20365995e-02 -2.94228985e-03
3.79259502e-01 1.02497972e-01 1.50029684e-01 -1.66807501e-02
-1.74205297e-01 -2.19327325e-01]
[ -1.57866226e-01 3.24191308e-03 6.14860080e-02 2.04600816e-02
-1.70130600e-01 -2.19301952e-01 -1.76195984e-01 -1.97139230e-01
8.57553168e-02 1.72577546e-01]
[ -2.68946364e-01 -3.29196785e-01 1.01047368e-01 2.33544663e-01
-1.32546907e-01 -7.03987667e-02 7.37920761e-02 -2.59080494e-01
-2.56253568e-01 -6.72268770e-02]
[ 1.04837183e-01 -1.83653098e-01 -2.11124179e-02 1.22109995e-01
-6.17236575e-02 -8.93213662e-02 2.34873091e-01 3.23960076e-03
2.96482512e-02 7.72175097e-03]
[ 3.82123028e-02 -1.03341862e-01 -2.10045990e-01 1.53792264e-01
-6.74123330e-02 8.25065871e-02 -3.65285598e-02 -1.97587859e-02
-8.76454075e-02 -2.74478424e-03]
[ -1.23149170e-01 -8.67724726e-02 -2.02996800e-01 1.54330559e-01
1.36043680e-02 1.34818896e-01 1.87775743e-02 -2.50677169e-01
6.95603772e-02 -1.99626624e-01]
[ -6.76333080e-02 -4.62015259e-02 2.75882737e-01 1.01316243e-01
1.13792671e-01 -6.16237967e-02 -1.19368952e-01 1.20737823e-01
7.63580832e-02 3.77715639e-02]
[ 5.58514844e-02 -2.70212791e-02 8.67662267e-02 8.45771816e-02
5.57758461e-02 -1.56834687e-02 2.23540624e-01 1.19974623e-01
-3.03843165e-02 -6.43515914e-02]
[ 9.75630851e-03 -1.48659654e-01 -2.91670669e-01 -5.11671300e-02
1.36572889e-01 -9.26302195e-02 1.49666019e-01 1.63105937e-01
1.08367540e-01 -3.00802263e-02]
[ 5.29295633e-02 -1.49959216e-02 -1.14165748e-01 5.18606942e-02
-1.24374120e-01 3.19329524e-01 2.57599496e-01 2.05214711e-01
-1.54229932e-01 -5.46434538e-02]
[ 6.28264246e-03 2.02799030e-03 1.24714955e-01 1.12359277e-01
-1.35241260e-02 1.03494525e-01 -1.21408469e-01 -4.12306197e-02
2.19099039e-01 8.54172747e-02]
[ 1.17209025e-01 9.10323614e-02 -4.21810756e-02 -8.81750612e-02
-1.19898612e-01 -3.32731124e-01 1.04456734e-01 9.31939152e-03
1.50821705e-01 9.85090472e-02]
[ -1.03934270e-01 -3.59168286e-02 -1.66675302e-02 1.92565681e-02
2.58267478e-03 -2.03316101e-01 -6.40859718e-02 -2.03083393e-02
1.42537203e-02 1.23734940e-01]
[ -1.57820626e-01 -1.18029784e-01 -2.02378879e-01 -1.80316367e-02
-2.79643493e-01 -3.20843875e-04 4.49811472e-02 -2.50663944e-02
-7.98347715e-03 4.47085705e-02]
[ -3.08627593e-02 -1.17611477e-01 -7.50771952e-02 -1.26694744e-01
5.29809536e-01 2.75785340e-01 5.86732734e-01 1.13050116e-01
-1.81678080e-01 -3.78468956e-01]
[ -2.12147900e-02 -4.29803902e-01 -3.22406610e-02 -7.89017743e-02
6.75611366e-01 1.02360549e-01 5.60942048e-01 9.09278734e-02
2.54195530e-02 -3.92683048e-01]
[ 1.08020471e-02 -4.75197345e-01 -4.35375360e-02 -1.06861535e-01
6.74427297e-01 2.32129351e-02 5.17770922e-01 4.86348222e-02
-3.64077780e-01 -2.19556176e-01]
[ -1.75006003e-01 -6.22635330e-01 -1.09871653e-02 -2.07847540e-01
7.82261081e-01 -8.96991635e-02 6.48228727e-01 -8.33495859e-02
-7.12134300e-02 8.04427938e-02]
[ -2.96842769e-01 -4.34778225e-01 5.53948596e-02 -4.76530556e-02
9.12210970e-01 1.42031186e-01 4.49462816e-01 4.75438046e-02
-8.88319883e-02 -1.36430741e-01]
[ -2.06118877e-01 -3.23314894e-01 2.51787078e-01 -2.41245248e-01
6.60531646e-01 -4.50991815e-02 7.06192133e-01 1.31327534e-02
-2.56026423e-01 -2.60896884e-02]
[ -1.33999252e-01 -2.36307514e-01 -1.82176647e-01 -1.05026941e-01
4.97980237e-01 -2.29128970e-01 1.91517981e-01 1.68510583e-01
-1.19378197e-02 -1.22362281e-01]
[ 9.89446233e-02 2.28607994e-01 1.58908416e-01 -1.08646900e-01
-4.33976119e-02 5.51358118e-02 -1.29977362e-01 2.81459278e-01
6.20723858e-02 1.64509190e-01]
[ 3.56618326e-01 3.49674840e-01 -7.94700283e-02 3.22030242e-01
-9.12766509e-01 -2.90318422e-01 -4.96705656e-01 1.78078691e-01
3.93235333e-01 -1.87089556e-02]
[ 4.76807720e-02 1.30326581e-01 2.53392334e-01 2.49112628e-01
-6.08424303e-02 -1.96393151e-01 -1.77601578e-01 -1.32965955e-01
-1.38980023e-01 -2.89247923e-01]
[ 2.21544938e-02 -7.21062657e-02 -1.19292611e-01 -5.61753864e-02
2.29215683e-01 4.05394410e-02 -3.08994452e-03 -1.84971945e-01
3.19772172e-02 2.05242524e-01]
[ 1.67329148e-03 -5.02165857e-02 -6.69501210e-02 -5.09616035e-02
-2.75374820e-02 -1.77822251e-01 8.24000983e-02 9.94001923e-03
3.71341900e-02 4.40020766e-03]
[ 3.25639340e-02 8.79687747e-02 2.45196113e-01 7.82270365e-02
-2.42840534e-01 -1.36911687e-01 9.52776278e-02 3.98536293e-02
-1.82560210e-01 1.10334240e-01]
[ 7.21946076e-02 3.70937744e-02 1.07183820e-01 6.20007188e-03
-2.36847224e-01 6.84704158e-02 5.76912211e-02 -2.71089473e-01
-1.85891266e-02 -8.95902153e-02]
[ -1.26023117e-02 9.57156764e-02 8.35991046e-02 -3.41466274e-02
-4.22234371e-02 1.81181658e-01 9.69176465e-02 1.17977095e-01
-2.48647924e-02 1.67824227e-01]
[ 2.24177698e-01 8.40272281e-02 2.97925881e-02 8.43745488e-02
1.86542564e-02 -2.46492938e-02 -1.80883817e-01 1.48708238e-01
-5.16952806e-02 -1.68921585e-02]
[ 4.50493074e-02 9.87615552e-03 1.78850126e-02 4.41220367e-02
-4.25666312e-01 -1.23925325e-01 -2.16628786e-01 4.13205480e-02
1.21141963e-01 1.95313864e-01]
[ 5.74980196e-02 5.20024317e-01 1.27511383e-01 4.34531445e-01
-1.19921596e+00 -3.06564474e-01 -6.01787598e-01 -7.10414158e-02
2.99275429e-01 3.43931262e-01]
[ 1.81477370e-01 5.04638016e-01 6.81613101e-02 4.33296360e-01
-9.76550304e-01 -8.50938475e-02 -4.45079860e-01 1.51437090e-01
2.15509213e-01 4.85235671e-01]
[ 2.57198279e-01 3.25049869e-01 2.48153047e-01 1.54387955e-01
-4.66488434e-01 7.86463778e-02 -2.32454621e-01 1.62998289e-01
2.44648826e-01 8.43782871e-02]
[ -7.36090586e-02 2.27536474e-01 2.41419897e-01 1.70190410e-02
-4.64561270e-02 1.30570464e-01 -1.05963921e-01 -1.51882775e-02
-3.22985250e-02 5.05192096e-02]
[ -9.92505804e-02 -3.81135834e-04 2.45297185e-02 9.29614801e-02
-5.55869973e-02 1.15886377e-01 2.46866493e-01 2.00040824e-02
-2.75003385e-01 -9.37316486e-02]
[ -2.22022349e-01 -3.39526436e-02 -9.39962119e-02 -3.45289253e-01
1.86074185e-01 1.19606024e-01 1.09740502e-01 1.03279590e-01
-2.07852506e-01 3.15554509e-02]
[ 8.87270284e-03 -4.04342409e-01 -1.28102557e-01 -1.62997397e-01
3.76810477e-01 2.60839218e-02 1.93613577e-01 1.52290639e-01
-1.66674613e-01 -2.24053654e-01]
[ 1.10907962e-01 -2.43839949e-01 -1.56002611e-01 -2.54895521e-02
3.34216397e-02 -4.65053494e-02 1.04390160e-01 -1.53975517e-01
1.11845474e-01 -1.59496366e-01]
[ -1.13828783e-01 6.40475018e-02 2.65322226e-01 -1.48049429e-03
1.45727566e-01 7.91559737e-02 4.48467113e-02 -2.96987312e-01
-1.08369958e-01 -5.39017411e-02]
[ -3.47048914e-01 1.59172457e-02 1.50517819e-02 -2.39257580e-02
1.50116051e-01 -1.75206423e-01 1.53528961e-02 2.34459510e-01
-8.38003278e-02 7.68055309e-02]
[ 1.45643258e-01 8.88434290e-03 -2.33841801e-01 -8.07611364e-02
1.11731224e-01 -2.98948339e-01 7.86391163e-02 -1.67392699e-01
2.41591656e-03 -1.86928843e-01]
[ 2.14801263e-01 -1.84545722e-01 6.58378475e-02 -1.85577104e-02
8.20643986e-02 -3.78389845e-02 3.81886259e-02 -1.36418648e-01
1.16756867e-01 -1.74939404e-01]
[ -1.05380116e-01 -8.27807687e-02 1.21540538e-01 1.10244232e-01
3.87113518e-02 -1.14020784e-01 2.64165197e-01 -7.80743763e-02
1.83801970e-01 -3.43940242e-03]
[ -1.48619754e-02 -1.94773352e-01 1.94979900e-01 -2.63003213e-01
-1.23212102e-01 1.20668707e-01 8.54586827e-02 -1.18737947e-01
1.32538050e-02 2.09824074e-01]]
[[ 0.64482898]
[ 1.69979359]
[ 0.27601662]
[ 0.90720485]
[-2.71909858]
[-0.24735673]
[-1.67472123]
[ 0.09235719]
[ 0.72093259]
[ 0.917848 ]]
Progress: 39.4% ... Training loss: 0.287 ... Validation loss: 0.455[[ 1.59339822e-01 2.25954920e-01 -1.06008978e-01 1.05334369e-01
-5.18945022e-01 -7.02968869e-02 -6.04035860e-02 1.20959911e-01
-6.00049349e-02 1.87753493e-01]
[ 1.61564473e-02 1.52987175e-01 -1.84173599e-02 4.94064487e-02
7.33008986e-02 -7.71522093e-03 3.11561607e-01 4.14646339e-02
1.44378112e-01 -2.50737424e-02]
[ 1.95618752e-01 7.72838588e-01 1.24875251e-02 -4.20934165e-02
5.92289129e-01 -2.25791308e-02 -8.63546318e-01 -4.05165672e-02
5.52423346e-02 2.84342354e-01]
[ 3.22900154e-02 -3.65501408e-01 -2.03695735e-01 1.50078722e-01
-3.65449570e-03 1.36267963e-01 1.96310041e-01 6.21244585e-02
1.06085361e-01 2.62120288e-01]
[ -2.85636491e-02 8.36804383e-02 -1.52347601e-01 2.92970285e-02
-7.36159831e-03 -1.77362537e-01 7.74537166e-02 -1.19128756e-01
-2.04669883e-01 -5.53531095e-02]
[ -3.82312985e-01 -6.36102295e-01 -2.95390609e-01 1.68989299e-01
-9.45625298e-02 3.77477690e-02 3.29423379e-01 -3.74497306e-02
-1.47578887e-02 -1.11918689e-02]
[ -1.21805232e-02 -2.45647717e-01 6.53427804e-03 8.10100317e-02
1.66796034e-02 -6.82117033e-02 1.99456379e-01 -1.91774495e-01
1.89117215e-01 2.50144807e-02]
[ 1.08719129e-01 -2.55203695e-01 3.30632043e-02 -7.42649367e-02
4.18398235e-02 -4.79898317e-02 8.37292014e-02 1.18722219e-01
7.76342760e-02 -2.64423400e-02]
[ -1.74649456e-01 -1.47419397e-01 -3.02726487e-01 -2.02135231e-02
-2.21080499e-02 6.88027291e-02 -1.32496001e-01 -2.93087758e-02
2.64368157e-01 -1.32746427e-01]
[ 4.78863850e-02 -3.99970876e-01 8.59191032e-02 2.05223516e-02
-1.37782467e-01 -1.16973549e-01 1.99105299e-01 -1.05954569e-01
1.74815678e-02 9.37388291e-02]
[ -8.68240914e-02 -8.96377687e-02 1.07085565e-03 -1.42539104e-01
-3.94881118e-02 1.68960378e-02 2.13683580e-01 -1.02964382e-01
-1.12266067e-02 -1.24958345e-01]
[ -1.26776580e-01 -1.97390954e-01 -7.23716703e-02 -4.15603790e-03
3.83021398e-01 1.02835421e-01 1.52441342e-01 -1.68046762e-02
-1.75227899e-01 -2.20587831e-01]
[ -1.57866226e-01 3.24191308e-03 6.14860080e-02 2.04600816e-02
-1.70130600e-01 -2.19301952e-01 -1.76195984e-01 -1.97139230e-01
8.57553168e-02 1.72577546e-01]
[ -2.68913213e-01 -3.29341491e-01 1.01034432e-01 2.33439315e-01
-1.32261179e-01 -7.03886623e-02 7.37191877e-02 -2.59079598e-01
-2.56246486e-01 -6.72182450e-02]
[ 1.03519258e-01 -1.86076783e-01 -2.16798746e-02 1.20227027e-01
-5.78629349e-02 -8.88410668e-02 2.37208227e-01 3.05101976e-03
2.81859321e-02 5.91561737e-03]
[ 3.90195114e-02 -1.02279134e-01 -2.09682122e-01 1.54778108e-01
-6.93575197e-02 8.21857857e-02 -3.78886181e-02 -1.96413781e-02
-8.67437936e-02 -1.66516922e-03]
[ -1.23874312e-01 -8.85107952e-02 -2.03288346e-01 1.53304431e-01
1.67106310e-02 1.35100385e-01 2.03295050e-02 -2.50773880e-01
6.87292162e-02 -2.00598887e-01]
[ -6.97800341e-02 -5.16253318e-02 2.74975620e-01 9.82668129e-02
1.22450439e-01 -6.08013142e-02 -1.14075775e-01 1.20430586e-01
7.40073110e-02 3.49431322e-02]
[ 5.60567810e-02 -2.64828528e-02 8.68609004e-02 8.49350538e-02
5.47093292e-02 -1.57743296e-02 2.23076261e-01 1.20007592e-01
-3.01134188e-02 -6.39612584e-02]
[ 1.05197031e-02 -1.46752666e-01 -2.91299920e-01 -4.99079298e-02
1.32891948e-01 -9.29701325e-02 1.48018475e-01 1.63239710e-01
1.09281863e-01 -2.87902885e-02]
[ 5.21481096e-02 -1.65726581e-02 -1.14478048e-01 5.08143039e-02
-1.21219995e-01 3.19607645e-01 2.59239598e-01 2.05110096e-01
-1.55068678e-01 -5.55886448e-02]
[ 5.70958758e-03 8.40567058e-04 1.24452768e-01 1.11572265e-01
-1.15786517e-02 1.03695134e-01 -1.19925145e-01 -4.13140690e-02
2.18567945e-01 8.47322959e-02]
[ 1.17253972e-01 9.13622907e-02 -4.21286048e-02 -8.80330301e-02
-1.19703793e-01 -3.32760845e-01 1.04455583e-01 9.33553931e-03
1.50865534e-01 9.86137209e-02]
[ -1.04242537e-01 -3.69756066e-02 -1.67674092e-02 1.88461367e-02
3.69931095e-03 -2.03202517e-01 -6.30831423e-02 -2.03532100e-02
1.38960425e-02 1.23288413e-01]
[ -1.57893979e-01 -1.18148213e-01 -2.02413444e-01 -1.81463213e-02
-2.79449007e-01 -2.89271271e-04 4.51256328e-02 -2.50777551e-02
-8.07614262e-03 4.45922668e-02]
[ -3.15318949e-02 -1.19192952e-01 -7.53733840e-02 -1.27667627e-01
5.32580599e-01 2.76044565e-01 5.88270258e-01 1.12951100e-01
-1.82416945e-01 -3.79407985e-01]
[ -2.11521692e-02 -4.29804980e-01 -3.22073963e-02 -7.87923291e-02
6.75312974e-01 1.02330992e-01 5.60917828e-01 9.09391233e-02
2.55071819e-02 -3.92586176e-01]
[ 1.08534445e-02 -4.75082715e-01 -4.35169105e-02 -1.06776246e-01
6.74245370e-01 2.31895026e-02 5.17632487e-01 4.86431660e-02
-3.64012817e-01 -2.19474638e-01]
[ -1.75549716e-01 -6.23755830e-01 -1.12195730e-02 -2.08633612e-01
7.84432470e-01 -8.94848842e-02 6.49492386e-01 -8.34288745e-02
-7.18138701e-02 7.97476129e-02]
[ -2.97302917e-01 -4.35809393e-01 5.51938186e-02 -4.83021478e-02
9.13976396e-01 1.42211211e-01 4.50551828e-01 4.74762778e-02
-8.93397010e-02 -1.37051612e-01]
[ -2.07179483e-01 -3.25923647e-01 2.51333591e-01 -2.42758413e-01
6.64602529e-01 -4.46954469e-02 7.08709377e-01 1.29864100e-02
-2.57231606e-01 -2.75091685e-02]
[ -1.34061050e-01 -2.36503974e-01 -1.82203376e-01 -1.05118793e-01
4.98225201e-01 -2.29102508e-01 1.91686481e-01 1.68501400e-01
-1.20124939e-02 -1.22452288e-01]
[ 9.86000654e-02 2.27642143e-01 1.58759672e-01 -1.09138611e-01
-4.19093539e-02 5.52707417e-02 -1.29045507e-01 2.81408800e-01
6.17178826e-02 1.64211046e-01]
[ 3.57904288e-01 3.51434659e-01 -7.88725535e-02 3.23758001e-01
-9.14632893e-01 -2.90851277e-01 -4.98926659e-01 1.78278532e-01
3.94821254e-01 -1.66689153e-02]
[ 4.77118997e-02 1.30425199e-01 2.53406768e-01 2.49128755e-01
-6.10390933e-02 -1.96404315e-01 -1.77760272e-01 -1.32961316e-01
-1.38947349e-01 -2.89211620e-01]
[ 2.18860919e-02 -7.28551664e-02 -1.19418921e-01 -5.66200539e-02
2.30401775e-01 4.06560497e-02 -2.41099947e-03 -1.85013921e-01
3.16409673e-02 2.04800636e-01]
[ 1.67837115e-03 -5.01450040e-02 -6.69354836e-02 -5.09255346e-02
-2.75733735e-02 -1.77838265e-01 8.23786195e-02 9.94649544e-03
3.71093926e-02 4.44409609e-03]
[ 3.19246219e-02 8.63881267e-02 2.44925408e-01 7.72808593e-02
-2.40087798e-01 -1.36657882e-01 9.68377979e-02 3.97552926e-02
-1.83305860e-01 1.09392412e-01]
[ 7.34629134e-02 4.04217106e-02 1.07735776e-01 8.10765379e-03
-2.42558684e-01 6.79449594e-02 5.45225215e-02 -2.70897291e-01
-1.70851386e-02 -8.76537470e-02]
[ -1.32749512e-02 9.41478974e-02 8.33086895e-02 -3.51231553e-02
-3.98748601e-02 1.81442772e-01 9.82948393e-02 1.17880444e-01
-2.56233614e-02 1.66883003e-01]
[ 2.24651663e-01 8.51461502e-02 3.00096605e-02 8.51052621e-02
1.68942164e-02 -2.48455044e-02 -1.81984339e-01 1.48783752e-01
-5.11300237e-02 -1.61342293e-02]
[ 4.41121211e-02 7.83534674e-03 1.74750705e-02 4.27435527e-02
-4.22307905e-01 -1.23582248e-01 -2.14459472e-01 4.11890218e-02
1.20085038e-01 1.93971831e-01]
[ 5.73314393e-02 5.19468151e-01 1.27470430e-01 4.34428926e-01
-1.19970910e+00 -3.06535677e-01 -6.01016446e-01 -7.10537710e-02
2.99098101e-01 3.43732443e-01]
[ 1.81480345e-01 5.04733449e-01 6.82047555e-02 4.33396873e-01
-9.76489773e-01 -8.50929389e-02 -4.44963241e-01 1.51440074e-01
2.15463364e-01 4.85195914e-01]
[ 2.56981461e-01 3.25172887e-01 2.48082709e-01 1.54089286e-01
-4.66606634e-01 7.87245541e-02 -2.32435583e-01 1.62970194e-01
2.44423063e-01 8.41150912e-02]
[ -7.43440263e-02 2.26165493e-01 2.41098537e-01 1.59624300e-02
-4.40037275e-02 1.30854512e-01 -1.04526645e-01 -1.52946343e-02
-3.31243381e-02 4.94862889e-02]
[ -9.98586569e-02 -1.76474480e-03 2.42702877e-02 9.21106271e-02
-5.33405665e-02 1.16116737e-01 2.48267391e-01 1.99168960e-02
-2.75648082e-01 -9.45909278e-02]
[ -2.22162915e-01 -3.43031575e-02 -9.40566019e-02 -3.45485409e-01
1.86666941e-01 1.19661500e-01 1.10099382e-01 1.03259160e-01
-2.07994611e-01 3.13643678e-02]
[ 9.14385386e-03 -4.03781493e-01 -1.27993251e-01 -1.62632899e-01
3.75786042e-01 2.59845502e-02 1.92954330e-01 1.52328526e-01
-1.66376614e-01 -2.23658594e-01]
[ 1.11278472e-01 -2.42363471e-01 -1.55810679e-01 -2.47434596e-02
3.01189680e-02 -4.67227384e-02 1.03171542e-01 -1.53903342e-01
1.12386544e-01 -1.58712942e-01]
[ -1.13964742e-01 6.32228906e-02 2.65267564e-01 -1.69423761e-03
1.47639667e-01 7.92105576e-02 4.54610900e-02 -2.97002610e-01
-1.08490185e-01 -5.40329484e-02]
[ -3.48536899e-01 1.18420150e-02 1.43851213e-02 -2.61515737e-02
1.56640455e-01 -1.74611759e-01 1.91612533e-02 2.34240092e-01
-8.55074445e-02 7.47135217e-02]
[ 1.44713558e-01 6.25691076e-03 -2.34206595e-01 -8.20560955e-02
1.15022532e-01 -2.98606341e-01 8.09701643e-02 -1.67520781e-01
1.37156827e-03 -1.88163562e-01]
[ 2.13550453e-01 -1.86943477e-01 6.53802315e-02 -2.01945877e-02
8.65160709e-02 -3.74067631e-02 4.11632221e-02 -1.36584217e-01
1.15345291e-01 -1.76565937e-01]
[ -1.04418805e-01 -8.07127614e-02 1.21965211e-01 1.11439713e-01
3.61684454e-02 -1.14382124e-01 2.61909310e-01 -7.79315446e-02
1.84863562e-01 -2.09943988e-03]
[ -1.64612653e-02 -1.98226622e-01 1.94300801e-01 -2.65250836e-01
-1.17722631e-01 1.21260936e-01 8.91097894e-02 -1.18960217e-01
1.16077217e-02 2.07858518e-01]]
[[ 0.6362564 ]
[ 1.69487724]
[ 0.26442699]
[ 0.8947656 ]
[-2.73192096]
[-0.25931919]
[-1.69416425]
[ 0.08122003]
[ 0.71083195]
[ 0.9043643 ]]
Progress: 39.5% ... Training loss: 0.275 ... Validation loss: 0.441[[ 1.58596773e-01 2.24196996e-01 -1.06308764e-01 1.04262602e-01
-5.15515117e-01 -7.00046724e-02 -5.86005775e-02 1.20865859e-01
-6.08985888e-02 1.87043275e-01]
[ 1.53218272e-02 1.51007980e-01 -1.87360910e-02 4.83088434e-02
7.66356457e-02 -7.39355923e-03 3.13945976e-01 4.13621499e-02
1.43476811e-01 -2.60637692e-02]
[ 1.92914572e-01 7.65542287e-01 1.14282999e-02 -4.59122438e-02
6.06544687e-01 -2.14591196e-02 -8.58139167e-01 -4.08703438e-02
5.23213449e-02 2.80918411e-01]
[ 3.41118701e-02 -3.63746996e-01 -2.03046498e-01 1.52477070e-01
-7.52228535e-03 1.35532828e-01 1.94743898e-01 6.23688792e-02
1.07943217e-01 2.64578722e-01]
[ -2.68880348e-02 8.87011531e-02 -1.51659349e-01 3.21862267e-02
-1.77302238e-02 -1.78148393e-01 7.30439058e-02 -1.18904649e-01
-2.02777991e-01 -5.28687352e-02]
[ -3.82670003e-01 -6.36787507e-01 -2.95550948e-01 1.68476013e-01
-9.46695274e-02 3.78399526e-02 3.30477850e-01 -3.74933606e-02
-1.52846289e-02 -1.16483049e-02]
[ -1.19298338e-02 -2.45762189e-01 6.64216957e-03 8.13933588e-02
1.62371579e-02 -6.82795955e-02 1.99267413e-01 -1.91758501e-01
1.89362183e-01 2.53873072e-02]
[ 1.06760712e-01 -2.60179627e-01 3.22285843e-02 -7.70529604e-02
4.87144205e-02 -4.72027456e-02 8.83801735e-02 1.18470501e-01
7.54433144e-02 -2.90918392e-02]
[ -1.75170723e-01 -1.48479197e-01 -3.02944591e-01 -2.08767574e-02
-2.11837001e-02 6.90068877e-02 -1.31033261e-01 -2.93732214e-02
2.64034767e-01 -1.33431217e-01]
[ 4.42021026e-02 -4.07538703e-01 8.43835820e-02 1.53485595e-02
-1.26721761e-01 -1.15465727e-01 2.07181577e-01 -1.06441716e-01
1.34829528e-02 8.88153160e-02]
[ -8.62654504e-02 -8.94563303e-02 1.31042132e-03 -1.41798395e-01
-4.09323895e-02 1.66584925e-02 2.13013196e-01 -1.02895645e-01
-1.06828416e-02 -1.24186301e-01]
[ -1.26236951e-01 -1.96839982e-01 -7.21808878e-02 -3.30417215e-03
3.80654474e-01 1.02580680e-01 1.52014665e-01 -1.67300671e-02
-1.74579173e-01 -2.19854261e-01]
[ -1.57866226e-01 3.24191308e-03 6.14860080e-02 2.04600816e-02
-1.70130600e-01 -2.19301952e-01 -1.76195984e-01 -1.97139230e-01
8.57553168e-02 1.72577546e-01]
[ -2.69517930e-01 -3.30062896e-01 1.00758857e-01 2.32652291e-01
-1.31703598e-01 -7.01589234e-02 7.48981798e-02 -2.59155681e-01
-2.56985181e-01 -6.80859452e-02]
[ 1.03599602e-01 -1.86176311e-01 -2.16481505e-02 1.20220051e-01
-5.76378566e-02 -8.88883428e-02 2.37185053e-01 3.05993624e-03
2.81644715e-02 6.07063124e-03]
[ 3.92002167e-02 -1.02107865e-01 -2.09607555e-01 1.55029125e-01
-7.00392352e-02 8.21041873e-02 -3.81922680e-02 -1.96202191e-02
-8.65235657e-02 -1.44893095e-03]
[ -1.23633027e-01 -8.83009963e-02 -2.03203833e-01 1.53671814e-01
1.58396193e-02 1.35030180e-01 2.01359272e-02 -2.50755617e-01
6.90378243e-02 -2.00344343e-01]
[ -7.02228803e-02 -5.30365961e-02 2.74819350e-01 9.76438624e-02
1.24695260e-01 -6.06191855e-02 -1.12926961e-01 1.20371082e-01
7.34433658e-02 3.44489807e-02]
[ 5.62854955e-02 -2.58485694e-02 8.69496251e-02 8.52583674e-02
5.37262990e-02 -1.58655259e-02 2.22460391e-01 1.20036868e-01
-2.98585217e-02 -6.36418560e-02]
[ 1.03938125e-02 -1.46907178e-01 -2.91354256e-01 -5.00074977e-02
1.32067786e-01 -9.29460380e-02 1.47721159e-01 1.63227703e-01
1.09149181e-01 -2.88423892e-02]
[ 5.12506385e-02 -1.89115141e-02 -1.14860399e-01 4.95201759e-02
-1.17387481e-01 3.19967637e-01 2.61584862e-01 2.04995508e-01
-1.56099827e-01 -5.68790165e-02]
[ 4.24526534e-03 -3.00914123e-03 1.23837298e-01 1.09439690e-01
-5.51497048e-03 1.04308694e-01 -1.15984636e-01 -4.15066329e-02
2.17033455e-01 8.26994560e-02]
[ 1.17824977e-01 9.24927099e-02 -4.19074590e-02 -8.72009466e-02
-1.21892639e-01 -3.32988997e-01 1.03333976e-01 9.40871317e-03
1.51524738e-01 9.93928220e-02]
[ -1.04167327e-01 -3.68074926e-02 -1.67328777e-02 1.89770227e-02
3.38299778e-03 -2.03240108e-01 -6.32828325e-02 -2.03412984e-02
1.39982415e-02 1.23421361e-01]
[ -1.58322009e-01 -1.18722241e-01 -2.02569822e-01 -1.86890018e-02
-2.79258099e-01 -1.27230453e-04 4.62461572e-02 -2.51295096e-02
-8.40498013e-03 4.40542840e-02]
[ -3.09540460e-02 -1.18204633e-01 -7.51240691e-02 -1.26794040e-01
5.29860530e-01 2.75800261e-01 5.87239814e-01 1.13029409e-01
-1.81732945e-01 -3.78569626e-01]
[ -2.06316516e-02 -4.29029099e-01 -3.20062923e-02 -7.80521675e-02
6.73404740e-01 1.02115172e-01 5.59951489e-01 9.10064887e-02
2.60638841e-02 -3.91885576e-01]
[ 1.10151868e-02 -4.74866981e-01 -4.34741158e-02 -1.06549326e-01
6.73641223e-01 2.31215854e-02 5.17416534e-01 4.86618728e-02
-3.63833498e-01 -2.19261211e-01]
[ -1.75701047e-01 -6.24182042e-01 -1.12750876e-02 -2.08853975e-01
7.85077208e-01 -8.94191379e-02 6.49875443e-01 -8.34491258e-02
-7.19768430e-02 7.95402790e-02]
[ -2.97370614e-01 -4.36073124e-01 5.51778029e-02 -4.83360293e-02
9.13991018e-01 1.42218277e-01 4.50840972e-01 4.74737298e-02
-8.93667525e-02 -1.37037527e-01]
[ -2.07217408e-01 -3.25997854e-01 2.51331206e-01 -2.42751048e-01
6.64653344e-01 -4.46927315e-02 7.08898195e-01 1.29843686e-02
-2.57238779e-01 -2.75421219e-02]
[ -1.34277713e-01 -2.37213638e-01 -1.82294236e-01 -1.05415848e-01
4.99165133e-01 -2.29013523e-01 1.92376016e-01 1.68474736e-01
-1.22612158e-02 -1.22750365e-01]
[ 9.75351655e-02 2.25172527e-01 1.58297554e-01 -1.10735122e-01
-3.76992004e-02 5.57314420e-02 -1.26355403e-01 2.81264485e-01
6.05141144e-02 1.62730920e-01]
[ 3.57232448e-01 3.50319344e-01 -7.91378673e-02 3.22772208e-01
-9.12753795e-01 -2.90588092e-01 -4.97130699e-01 1.78193168e-01
3.94079343e-01 -1.75706500e-02]
[ 4.77689099e-02 1.30461678e-01 2.53431892e-01 2.49208170e-01
-6.12042477e-02 -1.96426588e-01 -1.77813098e-01 -1.32953933e-01
-1.38881170e-01 -2.89147816e-01]
[ 2.16840803e-02 -7.36200884e-02 -1.19515144e-01 -5.69202188e-02
2.31095922e-01 4.07471577e-02 -1.94310596e-03 -1.85045051e-01
3.14040960e-02 2.04563377e-01]
[ 2.39434744e-03 -4.82962758e-02 -6.66401153e-02 -4.99005351e-02
-3.07434817e-02 -1.78128500e-01 8.04127879e-02 1.00305835e-02
3.78948631e-02 5.45322949e-03]
[ 3.16015717e-02 8.57496604e-02 2.44783013e-01 7.68151601e-02
-2.38744126e-01 -1.36520247e-01 9.75148538e-02 3.97131166e-02
-1.83693868e-01 1.08901832e-01]
[ 7.31130787e-02 3.95353185e-02 1.07585617e-01 7.61897938e-03
-2.41115217e-01 6.80733706e-02 5.54686194e-02 -2.70942089e-01
-1.74356154e-02 -8.81652685e-02]
[ -1.30630468e-02 9.42722454e-02 8.33754001e-02 -3.48411903e-02
-4.07529054e-02 1.81347485e-01 9.80381593e-02 1.17909385e-01
-2.54134320e-02 1.67158573e-01]
[ 2.23946126e-01 8.33654938e-02 2.97241616e-02 8.40728185e-02
1.95558426e-02 -2.45649115e-02 -1.80320178e-01 1.48691245e-01
-5.18853630e-02 -1.71704591e-02]
[ 4.41732103e-02 8.18257987e-03 1.74756837e-02 4.27738220e-02
-4.22420559e-01 -1.23575180e-01 -2.15221751e-01 4.11837649e-02
1.20132591e-01 1.93959392e-01]
[ 5.71472786e-02 5.19211430e-01 1.27374341e-01 4.34149980e-01
-1.19959807e+00 -3.06460226e-01 -6.00641128e-01 -7.10789656e-02
2.98850566e-01 3.43453074e-01]
[ 1.81173418e-01 5.04301462e-01 6.80776120e-02 4.32995718e-01
-9.75049749e-01 -8.49699512e-02 -4.44375246e-01 1.51399511e-01
2.15103473e-01 4.84859639e-01]
[ 2.56629872e-01 3.24471851e-01 2.47986551e-01 1.53710014e-01
-4.66265155e-01 7.88472695e-02 -2.31809628e-01 1.62934988e-01
2.44123065e-01 8.37833336e-02]
[ -7.41351758e-02 2.26669702e-01 2.41182630e-01 1.62554309e-02
-4.49369581e-02 1.30767493e-01 -1.05032289e-01 -1.52664213e-02
-3.28795033e-02 4.97968471e-02]
[ -1.00001321e-01 -2.11352762e-03 2.42200353e-02 9.19152302e-02
-5.28421138e-02 1.16172852e-01 2.48730638e-01 1.98988472e-02
-2.75824828e-01 -9.47923444e-02]
[ -2.22239890e-01 -3.45088961e-02 -9.40856235e-02 -3.45587002e-01
1.86997714e-01 1.19689037e-01 1.10304664e-01 1.03249786e-01
-2.08080764e-01 3.12563716e-02]
[ 8.89600651e-03 -4.04384392e-01 -1.28098400e-01 -1.62994852e-01
3.76923161e-01 2.60849236e-02 1.93639921e-01 1.52297157e-01
-1.66664106e-01 -2.24036962e-01]
[ 1.12026647e-01 -2.40474280e-01 -1.55542092e-01 -2.35585396e-02
2.35669174e-02 -4.70374007e-02 1.01655627e-01 -1.53815234e-01
1.13221357e-01 -1.57647977e-01]
[ -1.15113252e-01 6.05320266e-02 2.64809396e-01 -3.25847253e-03
1.52172576e-01 7.96578940e-02 4.84291970e-02 -2.97146598e-01
-1.09749175e-01 -5.55026277e-02]
[ -3.48703784e-01 1.15778480e-02 1.43057608e-02 -2.63907454e-02
1.57533530e-01 -1.74551905e-01 1.93093206e-02 2.34221275e-01
-8.56694951e-02 7.45160612e-02]
[ 1.43894978e-01 3.21816515e-03 -2.34544907e-01 -8.32658556e-02
1.19005248e-01 -2.98291147e-01 8.37516654e-02 -1.67625621e-01
5.41674928e-04 -1.89352354e-01]
[ 2.13061987e-01 -1.87966416e-01 6.51964967e-02 -2.08304815e-02
8.77935527e-02 -3.72317077e-02 4.19257159e-02 -1.36640194e-01
1.14841668e-01 -1.77181931e-01]
[ -1.04629293e-01 -8.14601827e-02 1.21835326e-01 1.10974670e-01
3.80350909e-02 -1.14276860e-01 2.62589916e-01 -7.79675162e-02
1.84540836e-01 -2.46127684e-03]
[ -1.69625234e-02 -1.99187093e-01 1.94116502e-01 -2.65902869e-01
-1.16473904e-01 1.21488431e-01 9.02641459e-02 -1.19032531e-01
1.10440669e-02 2.07209417e-01]]
[[ 0.62588925]
[ 1.68425208]
[ 0.25336444]
[ 0.88573104]
[-2.73929733]
[-0.26677073]
[-1.69835593]
[ 0.07280875]
[ 0.70066454]
[ 0.89332168]]
Progress: 39.5% ... Training loss: 0.272 ... Validation loss: 0.442[[ 1.60198759e-01 2.27281793e-01 -1.05619883e-01 1.06617807e-01
-5.21935918e-01 -7.06929897e-02 -6.18187281e-02 1.21082988e-01
-5.90034205e-02 1.89474200e-01]
[ 1.54880604e-02 1.51416164e-01 -1.86599045e-02 4.85759128e-02
7.58102716e-02 -7.47400443e-03 3.13776762e-01 4.13830402e-02
1.43673754e-01 -2.58682590e-02]
[ 1.95970059e-01 7.73075564e-01 1.27634785e-02 -4.12601149e-02
5.95657772e-01 -2.28624922e-02 -8.66203496e-01 -4.04760732e-02
5.61937565e-02 2.85759514e-01]
[ 3.59966633e-02 -3.59804080e-01 -2.02398382e-01 1.54903057e-01
-1.25179498e-02 1.34852326e-01 1.90624649e-01 6.25479323e-02
1.09882978e-01 2.67008292e-01]
[ -2.43291958e-02 9.10302503e-02 -1.50683502e-01 3.60356756e-02
-2.89712195e-02 -1.79337120e-01 6.93926168e-02 -1.18575572e-01
-1.99709052e-01 -4.89316506e-02]
[ -3.83558633e-01 -6.38741663e-01 -2.95948509e-01 1.67161237e-01
-9.33090237e-02 3.81604820e-02 3.32931059e-01 -3.75997889e-02
-1.63452503e-02 -1.30475898e-02]
[ -1.11224119e-02 -2.44888146e-01 6.94808492e-03 8.25218792e-02
1.27644918e-02 -6.86140806e-02 1.98284242e-01 -1.91666082e-01
1.90278511e-01 2.64875616e-02]
[ 1.09837165e-01 -2.53018127e-01 3.34558484e-02 -7.26648210e-02
3.60194547e-02 -4.84998950e-02 8.09052453e-02 1.18844938e-01
7.89334804e-02 -2.46277524e-02]
[ -1.74873050e-01 -1.47389459e-01 -3.02800338e-01 -2.04324151e-02
-2.21219112e-02 6.88876245e-02 -1.31538403e-01 -2.93348386e-02
2.64422623e-01 -1.32869222e-01]
[ 4.40171246e-02 -4.07581954e-01 8.42836904e-02 1.50233457e-02
-1.28427819e-01 -1.15386269e-01 2.07937876e-01 -1.06454778e-01
1.32738735e-02 8.86626468e-02]
[ -8.48120012e-02 -8.60108816e-02 1.88883918e-03 -1.39807634e-01
-4.65326351e-02 1.60227769e-02 2.09675783e-01 -1.02727304e-01
-9.04189680e-03 -1.22351174e-01]
[ -1.24212505e-01 -1.93071054e-01 -7.13795417e-02 -3.23493120e-04
3.72215438e-01 1.01706570e-01 1.48085745e-01 -1.64865346e-02
-1.72277311e-01 -2.16809668e-01]
[ -1.57866226e-01 3.24191308e-03 6.14860080e-02 2.04600816e-02
-1.70130600e-01 -2.19301952e-01 -1.76195984e-01 -1.97139230e-01
8.57553168e-02 1.72577546e-01]
[ -2.70124060e-01 -3.30698124e-01 1.00461021e-01 2.31623864e-01
-1.30730364e-01 -6.98434891e-02 7.59743415e-02 -2.59239978e-01
-2.57807738e-01 -6.91560689e-02]
[ 1.02851561e-01 -1.87965428e-01 -2.19441680e-02 1.19202485e-01
-5.56761378e-02 -8.86615795e-02 2.39172866e-01 2.98037679e-03
2.73713205e-02 5.03880856e-03]
[ 3.98662215e-02 -1.01465414e-01 -2.09322471e-01 1.56027994e-01
-7.25010864e-02 8.18011949e-02 -3.90424049e-02 -1.95377776e-02
-8.57552068e-02 -4.81284637e-04]
[ -1.23307533e-01 -8.76505445e-02 -2.03073195e-01 1.54119446e-01
1.42457844e-02 1.34892227e-01 1.93740669e-02 -2.50716478e-01
6.94335486e-02 -1.99887060e-01]
[ -6.96530137e-02 -5.21506681e-02 2.75030552e-01 9.84721807e-02
1.22666101e-01 -6.08549262e-02 -1.13694212e-01 1.20437426e-01
7.40686436e-02 3.53012113e-02]
[ 5.71489098e-02 -2.42537733e-02 8.72793771e-02 8.64777038e-02
5.02380789e-02 -1.61516830e-02 2.20670118e-01 1.20132228e-01
-2.88888076e-02 -6.24842894e-02]
[ 1.00217987e-02 -1.47356804e-01 -2.91517241e-01 -5.05972032e-02
1.33991483e-01 -9.27925730e-02 1.48066688e-01 1.63179396e-01
1.08762847e-01 -2.93694442e-02]
[ 5.22058856e-02 -1.69500421e-02 -1.14469103e-01 5.09964908e-02
-1.21881375e-01 3.19511985e-01 2.59424776e-01 2.05122184e-01
-1.54981779e-01 -5.52516072e-02]
[ 5.55896933e-03 3.14172532e-04 1.24388813e-01 1.11297503e-01
-1.11850930e-02 1.03726418e-01 -1.18803592e-01 -4.13448750e-02
2.18540037e-01 8.44402029e-02]
[ 1.17816223e-01 9.26780279e-02 -4.19103764e-02 -8.72212535e-02
-1.21759987e-01 -3.32985821e-01 1.03384981e-01 9.40873484e-03
1.51515087e-01 9.94504047e-02]
[ -1.03696769e-01 -3.56748407e-02 -1.65410188e-02 1.96607739e-02
1.74971631e-03 -2.03430423e-01 -6.45053078e-02 -2.02851057e-02
1.45284557e-02 1.24127743e-01]
[ -1.58458441e-01 -1.19053525e-01 -2.02621538e-01 -1.88988038e-02
-2.78624377e-01 -6.53516567e-05 4.66466532e-02 -2.51464672e-02
-8.57347894e-03 4.38434891e-02]
[ -3.09661644e-02 -1.18295866e-01 -7.51224354e-02 -1.26789210e-01
5.29799517e-01 2.75792933e-01 5.87556548e-01 1.13028943e-01
-1.81741283e-01 -3.78638787e-01]
[ -2.02300325e-02 -4.28415471e-01 -3.18378879e-02 -7.74630638e-02
6.71960204e-01 1.01935566e-01 5.59253347e-01 9.10531106e-02
2.65284956e-02 -3.91344852e-01]
[ 1.08824407e-02 -4.75372205e-01 -4.35328892e-02 -1.06739209e-01
6.74177011e-01 2.31752669e-02 5.17884363e-01 4.86462518e-02
-3.63988563e-01 -2.19464702e-01]
[ -1.75550006e-01 -6.24713496e-01 -1.12199782e-02 -2.08605896e-01
7.84757600e-01 -8.94778814e-02 6.50522441e-01 -8.34316130e-02
-7.17035945e-02 7.98473445e-02]
[ -2.97236353e-01 -4.35890816e-01 5.52395188e-02 -4.81194587e-02
9.13418135e-01 1.42155399e-01 4.50565568e-01 4.74912417e-02
-8.92071086e-02 -1.36822641e-01]
[ -2.07484959e-01 -3.26531986e-01 2.51223369e-01 -2.43120365e-01
6.65808655e-01 -4.45801366e-02 7.09444617e-01 1.29531791e-02
-2.57535196e-01 -2.78799171e-02]
[ -1.34295126e-01 -2.37443508e-01 -1.82298636e-01 -1.05402525e-01
4.98995056e-01 -2.29016238e-01 1.92570902e-01 1.68475594e-01
-1.22518773e-02 -1.22735723e-01]
[ 9.73527976e-02 2.25263601e-01 1.58193222e-01 -1.11120300e-01
-3.75015022e-02 5.58430453e-02 -1.26216548e-01 2.81237399e-01
6.01995955e-02 1.62444846e-01]
[ 3.56471329e-01 3.47783641e-01 -7.94615582e-02 3.21590069e-01
-9.09403407e-01 -2.90316166e-01 -4.94909209e-01 1.78103849e-01
3.93268788e-01 -1.86708778e-02]
[ 4.80930940e-02 1.31424874e-01 2.53561410e-01 2.49648376e-01
-6.25823178e-02 -1.96568878e-01 -1.78820985e-01 -1.32916788e-01
-1.38523469e-01 -2.88692420e-01]
[ 2.17010437e-02 -7.34806434e-02 -1.19503258e-01 -5.68834963e-02
2.30872574e-01 4.07387709e-02 -1.99125305e-03 -1.85041934e-01
3.13971577e-02 2.04564762e-01]
[ 2.18672426e-03 -4.88835999e-02 -6.67348590e-02 -5.02293145e-02
-2.97519805e-02 -1.78041213e-01 8.09840934e-02 1.00036983e-02
3.76380375e-02 5.12577258e-03]
[ 3.26236422e-02 8.85272217e-02 2.45191523e-01 7.83177382e-02
-2.43406745e-01 -1.36976443e-01 9.46163236e-02 3.98382727e-02
-1.82550714e-01 1.10412053e-01]
[ 7.35200873e-02 4.06000675e-02 1.07743121e-01 8.18448716e-03
-2.42276194e-01 6.79067446e-02 5.44260906e-02 -2.70899737e-01
-1.70324767e-02 -8.76083483e-02]
[ -1.36744228e-02 9.31067096e-02 8.31284085e-02 -3.57180285e-02
-3.87627576e-02 1.81605563e-01 9.93431878e-02 1.17841074e-01
-2.60863784e-02 1.66284737e-01]
[ 2.25040712e-01 8.59994661e-02 3.01745472e-02 8.56513968e-02
1.45768799e-02 -2.50600915e-02 -1.82496903e-01 1.48820867e-01
-5.06247824e-02 -1.55701071e-02]
[ 4.43197070e-02 8.55834597e-03 1.75339257e-02 4.29805390e-02
-4.22917462e-01 -1.23634678e-01 -2.15607716e-01 4.11996195e-02
1.20296551e-01 1.94168839e-01]
[ 5.82819155e-02 5.21552824e-01 1.27824857e-01 4.35764227e-01
-1.20465621e+00 -3.06816846e-01 -6.02955358e-01 -7.09459706e-02
3.00070977e-01 3.45038390e-01]
[ 1.81744548e-01 5.06108669e-01 6.83024238e-02 4.33696190e-01
-9.77013279e-01 -8.52096197e-02 -4.46203385e-01 1.51465217e-01
2.15723162e-01 4.85544634e-01]
[ 2.56388394e-01 3.24267365e-01 2.47921036e-01 1.53510076e-01
-4.66162262e-01 7.88890623e-02 -2.31411262e-01 1.62917949e-01
2.43945865e-01 8.35604217e-02]
[ -7.41351758e-02 2.26669702e-01 2.41182630e-01 1.62554309e-02
-4.49369581e-02 1.30767493e-01 -1.05032289e-01 -1.52664213e-02
-3.28795033e-02 4.97968471e-02]
[ -9.95599278e-02 -8.12149230e-04 2.43761234e-02 9.25279972e-02
-5.47804144e-02 1.15992297e-01 2.47490658e-01 1.99481853e-02
-2.75363696e-01 -9.41993361e-02]
[ -2.22345958e-01 -3.49447797e-02 -9.41252809e-02 -3.45713938e-01
1.87294550e-01 1.19731158e-01 1.10691469e-01 1.03239698e-01
-2.08179282e-01 3.11259256e-02]
[ 8.88339352e-03 -4.04684101e-01 -1.28106911e-01 -1.63019319e-01
3.76986226e-01 2.60917589e-02 1.93850850e-01 1.52298183e-01
-1.66669665e-01 -2.24032869e-01]
[ 1.13267050e-01 -2.37161874e-01 -1.55060745e-01 -2.17376004e-02
1.77963426e-02 -4.75826618e-02 9.85630947e-02 -1.53668662e-01
1.14550362e-01 -1.55898580e-01]
[ -1.15345253e-01 5.98363036e-02 2.64731817e-01 -3.57306431e-03
1.52963425e-01 7.97363832e-02 4.93920973e-02 -2.97164989e-01
-1.09995939e-01 -5.58675931e-02]
[ -3.47591277e-01 1.38859814e-02 1.47541793e-02 -2.48546738e-02
1.53293854e-01 -1.74926830e-01 1.67469242e-02 2.34347550e-01
-8.44485482e-02 7.60451754e-02]
[ 1.44500012e-01 3.77474998e-03 -2.34310937e-01 -8.23802650e-02
1.17054075e-01 -2.98528675e-01 8.32180622e-02 -1.67554928e-01
1.23487574e-03 -1.88448126e-01]
[ 2.13338948e-01 -1.87581404e-01 6.53244579e-02 -2.03350578e-02
8.61890441e-02 -3.73905010e-02 4.16170053e-02 -1.36597364e-01
1.15281393e-01 -1.76649174e-01]
[ -1.04231752e-01 -8.04320421e-02 1.21990208e-01 1.11448286e-01
3.68894424e-02 -1.14475778e-01 2.61346638e-01 -7.79188117e-02
1.84980335e-01 -2.02503829e-03]
[ -1.70700522e-02 -1.98910520e-01 1.94027374e-01 -2.66153693e-01
-1.18298512e-01 1.21494998e-01 9.05317324e-02 -1.19050403e-01
1.09021811e-02 2.07149699e-01]]
[[ 0.63894952]
[ 1.69846154]
[ 0.26361435]
[ 0.89820279]
[-2.72675824]
[-0.25688756]
[-1.69083712]
[ 0.08386963]
[ 0.71184409]
[ 0.90582063]]
Progress: 39.5% ... Training loss: 0.275 ... Validation loss: 0.441[[ 1.59102891e-01 2.24294907e-01 -1.06084119e-01 1.04946500e-01
-5.15159420e-01 -7.00947796e-02 -5.83480379e-02 1.20930266e-01
-6.01545248e-02 1.88090452e-01]
[ 1.51517362e-02 1.50490954e-01 -1.87938448e-02 4.81230202e-02
7.71316561e-02 -7.34484129e-03 3.14649241e-01 4.13444666e-02
1.43312407e-01 -2.63133135e-02]
[ 1.91257602e-01 7.62912283e-01 1.06944455e-02 -4.81234881e-02
6.12697490e-01 -2.08829755e-02 -8.56209733e-01 -4.11205096e-02
5.09361091e-02 2.78745727e-01]
[ 3.74468810e-02 -3.58466805e-01 -2.01711041e-01 1.57089626e-01
-2.03149036e-02 1.34125503e-01 1.88513909e-01 6.27396675e-02
1.11532893e-01 2.69059120e-01]
[ -2.38224541e-02 9.44283526e-02 -1.50381175e-01 3.68957679e-02
-3.14439104e-02 -1.79494615e-01 6.73476312e-02 -1.18498547e-01
-1.99088303e-01 -4.82562563e-02]
[ -3.83396031e-01 -6.38566437e-01 -2.95870250e-01 1.67324894e-01
-9.29227355e-02 3.81163358e-02 3.32887401e-01 -3.75805412e-02
-1.61968067e-02 -1.27261172e-02]
[ -1.06215148e-02 -2.44826103e-01 7.12417585e-03 8.31528273e-02
1.15463217e-02 -6.87522865e-02 1.98516673e-01 -1.91605191e-01
1.90888458e-01 2.71366172e-02]
[ 1.07502627e-01 -2.58724485e-01 3.24572860e-02 -7.60358737e-02
4.45549219e-02 -4.75078066e-02 8.63048106e-02 1.18529252e-01
7.63690660e-02 -2.79506194e-02]
[ -1.75790763e-01 -1.49777436e-01 -3.03163684e-01 -2.17092424e-02
-1.81966847e-02 6.92225461e-02 -1.29106466e-01 -2.94504085e-02
2.63454624e-01 -1.34168830e-01]
[ 4.21357006e-02 -4.12941395e-01 8.34319079e-02 1.22126196e-02
-1.19836614e-01 -1.14491492e-01 2.13398749e-01 -1.06718516e-01
1.13033403e-02 8.58806393e-02]
[ -8.58048802e-02 -8.84703438e-02 1.49495634e-03 -1.41266649e-01
-4.25451680e-02 1.64029833e-02 2.12187738e-01 -1.02860166e-01
-1.02196899e-02 -1.23677017e-01]
[ -1.23926954e-01 -1.93109216e-01 -7.12414350e-02 9.29730520e-05
3.71265578e-01 1.01576244e-01 1.48133193e-01 -1.64410535e-02
-1.71903006e-01 -2.16353765e-01]
[ -1.57866226e-01 3.24191308e-03 6.14860080e-02 2.04600816e-02
-1.70130600e-01 -2.19301952e-01 -1.76195984e-01 -1.97139230e-01
8.57553168e-02 1.72577546e-01]
[ -2.70760360e-01 -3.31407824e-01 1.00186134e-01 2.30704165e-01
-1.29604301e-01 -6.95646619e-02 7.69601553e-02 -2.59325630e-01
-2.58555387e-01 -7.00301500e-02]
[ 1.03665698e-01 -1.86937636e-01 -2.16007297e-02 1.20288783e-01
-5.71059793e-02 -8.89958718e-02 2.37997590e-01 3.08587311e-03
2.82715473e-02 6.21143169e-03]
[ 3.89815399e-02 -1.03663569e-01 -2.09666369e-01 1.54789827e-01
-6.90464041e-02 8.21752832e-02 -3.67097978e-02 -1.96561982e-02
-8.67148272e-02 -1.62704278e-03]
[ -1.22611408e-01 -8.65098590e-02 -2.02776743e-01 1.55138554e-01
1.22317475e-02 1.34635923e-01 1.83101109e-02 -2.50621686e-01
7.02433853e-02 -1.98869774e-01]
[ -6.86027557e-02 -5.00377129e-02 2.75414545e-01 9.98403000e-02
1.19231079e-01 -6.12514896e-02 -1.15620112e-01 1.20570014e-01
7.52268602e-02 3.66174512e-02]
[ 5.65384351e-02 -2.53724508e-02 8.70492972e-02 8.56772641e-02
5.24610083e-02 -1.59029252e-02 2.21890533e-01 1.20058801e-01
-2.95088602e-02 -6.32615146e-02]
[ 9.18778340e-03 -1.49867622e-01 -2.91912653e-01 -5.19099482e-02
1.36711556e-01 -9.24024239e-02 1.50127155e-01 1.63053910e-01
1.07841380e-01 -3.06681983e-02]
[ 5.09153023e-02 -2.01574473e-02 -1.15010074e-01 4.91480115e-02
-1.16702026e-01 3.20036656e-01 2.62590875e-01 2.04950948e-01
-1.56409329e-01 -5.70321614e-02]
[ 5.19563164e-03 -3.85931807e-04 1.24245873e-01 1.10818518e-01
-9.63491840e-03 1.03864216e-01 -1.17917044e-01 -4.13902215e-02
2.18141963e-01 8.39000233e-02]
[ 1.17582852e-01 9.19652640e-02 -4.20027161e-02 -8.75597854e-02
-1.20711007e-01 -3.32910509e-01 1.04051741e-01 9.37922720e-03
1.51255916e-01 9.90983668e-02]
[ -1.04042038e-01 -3.66900303e-02 -1.66735096e-02 1.91974175e-02
3.17831352e-03 -2.03307529e-01 -6.35780559e-02 -2.03268989e-02
1.41621763e-02 1.23664132e-01]
[ -1.58409682e-01 -1.19019211e-01 -2.02599963e-01 -1.88252014e-02
-2.78847513e-01 -8.60313861e-05 4.65860987e-02 -2.51395944e-02
-8.51591784e-03 4.39175949e-02]
[ -3.11216196e-02 -1.18807731e-01 -7.51836087e-02 -1.26995492e-01
5.30400125e-01 2.75852350e-01 5.88024202e-01 1.13013359e-01
-1.81902663e-01 -3.78849241e-01]
[ -2.04687045e-02 -4.29048553e-01 -3.19383659e-02 -7.78066958e-02
6.72837984e-01 1.02034884e-01 5.59847353e-01 9.10211616e-02
2.62548292e-02 -3.91686503e-01]
[ 1.05808537e-02 -4.76023172e-01 -4.36574895e-02 -1.07151911e-01
6.75475352e-01 2.33011612e-02 5.18603938e-01 4.86046491e-02
-3.64332266e-01 -2.19904308e-01]
[ -1.75599417e-01 -6.24890048e-01 -1.12396865e-02 -2.08663250e-01
7.84993705e-01 -8.94618611e-02 6.50731308e-01 -8.34377411e-02
-7.17419713e-02 7.98104612e-02]
[ -2.97833967e-01 -4.37429221e-01 5.49969414e-02 -4.89519130e-02
9.15518196e-01 1.42394245e-01 4.52122973e-01 4.74128363e-02
-8.98320495e-02 -1.37663302e-01]
[ -2.07284921e-01 -3.26969767e-01 2.51322407e-01 -2.42781713e-01
6.64798242e-01 -4.46741652e-02 7.09813722e-01 1.29832539e-02
-2.57266459e-01 -2.75263639e-02]
[ -1.34366554e-01 -2.37709189e-01 -1.82320803e-01 -1.05500593e-01
4.99274514e-01 -2.28994365e-01 1.92830827e-01 1.68466840e-01
-1.23382235e-02 -1.22833608e-01]
[ 9.76304276e-02 2.25746555e-01 1.58309093e-01 -1.10732091e-01
-3.83043381e-02 5.57293777e-02 -1.26676349e-01 2.81274713e-01
6.05127541e-02 1.62848913e-01]
[ 3.56927446e-01 3.48932724e-01 -7.92606998e-02 3.22233024e-01
-9.10343788e-01 -2.90452805e-01 -4.95917244e-01 1.78159343e-01
3.93838851e-01 -1.79533531e-02]
[ 4.82587577e-02 1.31524920e-01 2.53634318e-01 2.49860711e-01
-6.29350777e-02 -1.96635330e-01 -1.78947034e-01 -1.32894289e-01
-1.38331661e-01 -2.88479208e-01]
[ 2.14182333e-02 -7.39924637e-02 -1.19627867e-01 -5.72707177e-02
2.31536093e-01 4.08477036e-02 -1.45341855e-03 -1.85078833e-01
3.10604088e-02 2.04095051e-01]
[ 1.65678916e-03 -4.95939231e-02 -6.69709106e-02 -5.10030846e-02
-2.79658285e-02 -1.77842992e-01 8.19109947e-02 9.92523375e-03
3.70232070e-02 4.38174373e-03]
[ 3.20773596e-02 8.72026707e-02 2.44964607e-01 7.75335822e-02
-2.41231221e-01 -1.36768649e-01 9.59939154e-02 3.97675651e-02
-1.83125673e-01 1.09633123e-01]
[ 7.27705512e-02 3.87058718e-02 1.07439171e-01 7.12381904e-03
-2.39131393e-01 6.82066564e-02 5.63601692e-02 -2.70991577e-01
-1.78504923e-02 -8.86339264e-02]
[ -1.34017064e-02 9.37336842e-02 8.32464402e-02 -3.53172218e-02
-3.94320106e-02 1.81491206e-01 9.87445698e-02 1.17878190e-01
-2.57962664e-02 1.66692492e-01]
[ 2.24215197e-01 8.38982975e-02 2.98323842e-02 8.44786239e-02
1.78962867e-02 -2.47371982e-02 -1.80499710e-01 1.48710294e-01
-5.15499365e-02 -1.67304872e-02]
[ 4.41923311e-02 8.20861900e-03 1.74714404e-02 4.27685680e-02
-4.22284908e-01 -1.23574573e-01 -2.15291107e-01 4.11798808e-02
1.20127460e-01 1.93953128e-01]
[ 5.91215256e-02 5.23047445e-01 1.28126956e-01 4.36828035e-01
-1.20685503e+00 -3.07035363e-01 -6.04675043e-01 -7.08463604e-02
3.01038168e-01 3.46205844e-01]
[ 1.82310386e-01 5.07509417e-01 6.85296580e-02 4.34425399e-01
-9.79260335e-01 -8.54298451e-02 -4.47502232e-01 1.51538346e-01
2.16315308e-01 4.86210513e-01]
[ 2.55793460e-01 3.23101959e-01 2.47661168e-01 1.52626693e-01
-4.64509694e-01 7.91233204e-02 -2.30170465e-01 1.62837287e-01
2.43260747e-01 8.27156396e-02]
[ -7.39139091e-02 2.27310182e-01 2.41280178e-01 1.65950525e-02
-4.60687082e-02 1.30669725e-01 -1.05659674e-01 -1.52340733e-02
-3.26023071e-02 5.01458227e-02]
[ -1.00143034e-01 -2.32344146e-03 2.41362946e-02 9.17039951e-02
-5.24255127e-02 1.16228060e-01 2.48919074e-01 1.98732342e-02
-2.76011006e-01 -9.49807776e-02]
[ -2.22204215e-01 -3.46017445e-02 -9.40645025e-02 -3.45514999e-01
1.86718633e-01 1.19672453e-01 1.10349499e-01 1.03258856e-01
-2.08018114e-01 3.13063691e-02]
[ 8.80768235e-03 -4.04996293e-01 -1.28142260e-01 -1.63138694e-01
3.77422441e-01 2.61275331e-02 1.94115555e-01 1.52286582e-01
-1.66775625e-01 -2.24155975e-01]
[ 1.12250410e-01 -2.40177906e-01 -1.55532669e-01 -2.32501767e-02
2.15150597e-02 -4.71417655e-02 1.01254837e-01 -1.53823921e-01
1.13574990e-01 -1.57356948e-01]
[ -1.15364753e-01 5.93458555e-02 2.64725337e-01 -3.70926196e-03
1.53896921e-01 7.97384900e-02 4.97848620e-02 -2.97157489e-01
-1.10041157e-01 -5.58435809e-02]
[ -3.47034964e-01 1.45803679e-02 1.50060443e-02 -2.40650464e-02
1.52265364e-01 -1.75105152e-01 1.61504348e-02 2.34421693e-01
-8.38395886e-02 7.67757586e-02]
[ 1.44602446e-01 4.16086287e-03 -2.34230736e-01 -8.21637939e-02
1.17789359e-01 -2.98551585e-01 8.27951458e-02 -1.67523754e-01
1.39962705e-03 -1.88165208e-01]
[ 2.13235400e-01 -1.88509841e-01 6.52508766e-02 -2.05259474e-02
8.69486114e-02 -3.73242081e-02 4.26198486e-02 -1.36612670e-01
1.15141192e-01 -1.76835663e-01]
[ -1.05698458e-01 -8.36470007e-02 1.21381192e-01 1.09327229e-01
4.23221890e-02 -1.13918080e-01 2.64772448e-01 -7.81180597e-02
1.83341474e-01 -4.08006525e-03]
[ -1.77111568e-02 -2.00198211e-01 1.93748752e-01 -2.67052345e-01
-1.17221020e-01 1.21773895e-01 9.20582536e-02 -1.19144526e-01
1.01541012e-02 2.06160122e-01]]
[[ 0.62835779]
[ 1.68912276]
[ 0.25521578]
[ 0.89169785]
[-2.74066293]
[-0.26538209]
[-1.697675 ]
[ 0.07595312]
[ 0.70367109]
[ 0.89701223]]
Progress: 39.6% ... Training loss: 0.271 ... Validation loss: 0.443[[ 1.57998070e-01 2.22454800e-01 -1.06473748e-01 1.03603810e-01
-5.13572748e-01 -6.96309292e-02 -5.62487531e-02 1.20812572e-01
-6.13124688e-02 1.86687840e-01]
[ 1.52972502e-02 1.50768919e-01 -1.87261174e-02 4.83544368e-02
7.64338235e-02 -7.41514598e-03 3.14433836e-01 4.13634052e-02
1.43496385e-01 -2.60843934e-02]
[ 1.90524666e-01 7.60030238e-01 1.03845409e-02 -4.94788847e-02
6.18637291e-01 -2.05859301e-02 -8.54950965e-01 -4.12136107e-02
5.01683976e-02 2.77660891e-01]
[ 3.61704602e-02 -3.62027457e-01 -2.02294362e-01 1.55385148e-01
-1.54206637e-02 1.34673268e-01 1.92429762e-01 6.25828917e-02
1.10075174e-01 2.67342752e-01]
[ -2.32971611e-02 9.38983976e-02 -1.50191055e-01 3.75343626e-02
-3.42181119e-02 -1.79679678e-01 6.74592005e-02 -1.18445294e-01
-1.98257725e-01 -4.77183062e-02]
[ -3.83967205e-01 -6.38944951e-01 -2.96105263e-01 1.66588898e-01
-9.32420363e-02 3.83866698e-02 3.33896126e-01 -3.76547367e-02
-1.69090073e-02 -1.36418287e-02]
[ -1.04715132e-02 -2.44105020e-01 7.18693227e-03 8.34323570e-02
1.08356852e-02 -6.88384744e-02 1.97976408e-01 -1.91580835e-01
1.91020012e-01 2.73640966e-02]
[ 1.05679395e-01 -2.63862884e-01 3.17044369e-02 -7.87415579e-02
5.16372991e-02 -4.66975231e-02 9.07513246e-02 1.18297252e-01
7.43767104e-02 -3.05503634e-02]
[ -1.76415577e-01 -1.51339078e-01 -3.03393475e-01 -2.25366395e-02
-1.62280501e-02 6.94618897e-02 -1.27260811e-01 -2.95217196e-02
2.62874906e-01 -1.35015685e-01]
[ 4.09191089e-02 -4.15370678e-01 8.29610783e-02 1.03608297e-02
-1.15787403e-01 -1.13964328e-01 2.15489452e-01 -1.06871364e-01
9.92360398e-03 8.40944606e-02]
[ -8.67104759e-02 -9.05048371e-02 1.14437974e-03 -1.42433662e-01
-4.03055736e-02 1.67658752e-02 2.14560732e-01 -1.02962605e-01
-1.11495107e-02 -1.24902847e-01]
[ -1.24449042e-01 -1.94671932e-01 -7.14675327e-02 -6.08870857e-04
3.72719959e-01 1.01808244e-01 1.49940818e-01 -1.65075687e-02
-1.72450365e-01 -2.17135405e-01]
[ -1.58091168e-01 2.91093349e-03 6.13786151e-02 2.01911800e-02
-1.69852711e-01 -2.19190235e-01 -1.75706676e-01 -1.97170577e-01
8.54595130e-02 1.72236365e-01]
[ -2.70775256e-01 -3.31058608e-01 1.00157508e-01 2.30688670e-01
-1.30310840e-01 -6.95222100e-02 7.69023549e-02 -2.59330632e-01
-2.58650254e-01 -7.00679241e-02]
[ 1.03382155e-01 -1.87301134e-01 -2.16839140e-02 1.20023382e-01
-5.75819562e-02 -8.88968672e-02 2.38532014e-01 3.05360032e-03
2.79910586e-02 5.77728096e-03]
[ 3.84301362e-02 -1.04955413e-01 -2.09902909e-01 1.53973337e-01
-6.71625913e-02 8.24129170e-02 -3.53962323e-02 -1.97231702e-02
-8.73457775e-02 -2.43227058e-03]
[ -1.22283660e-01 -8.58296899e-02 -2.02665412e-01 1.55590775e-01
1.08766702e-02 1.34517437e-01 1.77075192e-02 -2.50590180e-01
7.05969346e-02 -1.98448378e-01]
[ -6.87965309e-02 -5.01952619e-02 2.75328135e-01 9.95607346e-02
1.19950579e-01 -6.11729566e-02 -1.15192639e-01 1.20548149e-01
7.50165940e-02 3.62759930e-02]
[ 5.66607077e-02 -2.52418378e-02 8.71076741e-02 8.57968209e-02
5.20449531e-02 -1.59656075e-02 2.21352332e-01 1.20073696e-01
-2.94654181e-02 -6.29517206e-02]
[ 9.22512319e-03 -1.50324648e-01 -2.91881280e-01 -5.18503084e-02
1.36360212e-01 -9.24234908e-02 1.49927662e-01 1.63062757e-01
1.07952183e-01 -3.06715507e-02]
[ 5.02182726e-02 -2.13379492e-02 -1.15282717e-01 4.81730418e-02
-1.14085947e-01 3.20331581e-01 2.63928444e-01 2.04865965e-01
-1.57158035e-01 -5.79828969e-02]
[ 4.20740330e-03 -3.02517835e-03 1.23834277e-01 1.09393467e-01
-5.28831385e-03 1.04296691e-01 -1.15165780e-01 -4.15139972e-02
2.17057602e-01 8.24781465e-02]
[ 1.16931512e-01 9.03288849e-02 -4.22499720e-02 -8.84478078e-02
-1.18467273e-01 -3.32656547e-01 1.05938914e-01 9.30233585e-03
1.50625480e-01 9.81913046e-02]
[ -1.03832809e-01 -3.61407619e-02 -1.65817085e-02 1.95121346e-02
2.19792208e-03 -2.03396364e-01 -6.41180354e-02 -2.02999938e-02
1.44114129e-02 1.23980961e-01]
[ -1.58595272e-01 -1.19359905e-01 -2.02681486e-01 -1.90958884e-02
-2.78350786e-01 -1.73605644e-07 4.70333275e-02 -2.51631336e-02
-8.74559319e-03 4.36363817e-02]
[ -3.12860768e-02 -1.19260475e-01 -7.52239101e-02 -1.27166804e-01
5.30822565e-01 2.75906122e-01 5.88450488e-01 1.13000105e-01
-1.82045634e-01 -3.79028804e-01]
[ -2.04714854e-02 -4.29020151e-01 -3.19426418e-02 -7.78113361e-02
6.72951674e-01 1.02032817e-01 5.59868953e-01 9.10214366e-02
2.62649199e-02 -3.91709198e-01]
[ 1.03517814e-02 -4.76806834e-01 -4.37512203e-02 -1.07475871e-01
6.76524765e-01 2.33972361e-02 5.19336909e-01 4.85759988e-02
-3.64598120e-01 -2.20255398e-01]
[ -1.75760327e-01 -6.25321492e-01 -1.13048802e-02 -2.08893120e-01
7.85568103e-01 -8.93935291e-02 6.51136292e-01 -8.34572213e-02
-7.19242454e-02 7.95989119e-02]
[ -2.97838271e-01 -4.37402978e-01 5.49954170e-02 -4.89559264e-02
9.15591195e-01 1.42396045e-01 4.52093299e-01 4.74122672e-02
-8.98391720e-02 -1.37670388e-01]
[ -2.07261513e-01 -3.26950205e-01 2.51334018e-01 -2.42738673e-01
6.64747916e-01 -4.46896909e-02 7.09805289e-01 1.29876536e-02
-2.57232087e-01 -2.74724248e-02]
[ -1.34842621e-01 -2.38823676e-01 -1.82510002e-01 -1.06166450e-01
5.01226266e-01 -2.28801606e-01 1.94088292e-01 1.68411116e-01
-1.28256233e-02 -1.23447514e-01]
[ 9.76304276e-02 2.25746555e-01 1.58309093e-01 -1.10732091e-01
-3.83043381e-02 5.57293777e-02 -1.26676349e-01 2.81274713e-01
6.05127541e-02 1.62848913e-01]
[ 3.56186490e-01 3.46891557e-01 -7.95829717e-02 3.20907542e-01
-9.06555744e-01 -2.90114038e-01 -4.94497117e-01 1.78054311e-01
3.92865559e-01 -1.91006746e-02]
[ 4.83639835e-02 1.31858202e-01 2.53674434e-01 2.49990503e-01
-6.34551053e-02 -1.96683234e-01 -1.79340766e-01 -1.32880671e-01
-1.38208336e-01 -2.88303707e-01]
[ 2.16115343e-02 -7.36393363e-02 -1.19552496e-01 -5.69866429e-02
2.30675644e-01 4.07689495e-02 -1.74589741e-03 -1.85063216e-01
3.12900505e-02 2.04375553e-01]
[ 2.19251141e-03 -4.83032109e-02 -6.67658393e-02 -5.02406571e-02
-3.01629491e-02 -1.78067047e-01 8.07613200e-02 9.98630988e-03
3.75857188e-02 4.99579031e-03]
[ 3.13762028e-02 8.57464032e-02 2.44680270e-01 7.64771675e-02
-2.38375616e-01 -1.36461622e-01 9.76157319e-02 3.96785966e-02
-1.83922849e-01 1.08593089e-01]
[ 7.32443118e-02 3.97864059e-02 1.07668025e-01 7.93620287e-03
-2.41610938e-01 6.79839434e-02 5.51446263e-02 -2.70926393e-01
-1.72185305e-02 -8.78082892e-02]
[ -1.38240790e-02 9.30079796e-02 8.30593782e-02 -3.59708660e-02
-3.75292663e-02 1.81686804e-01 9.96380952e-02 1.17822626e-01
-2.63039952e-02 1.66051187e-01]
[ 2.24870085e-01 8.54692549e-02 3.00963922e-02 8.54100533e-02
1.54353623e-02 -2.50028842e-02 -1.82101183e-01 1.48787883e-01
-5.08539546e-02 -1.58137205e-02]
[ 4.37455063e-02 7.60402112e-03 1.72770076e-02 4.21159778e-02
-4.20826755e-01 -1.23370278e-01 -2.14363037e-01 4.11214538e-02
1.19585925e-01 1.93251530e-01]
[ 5.84578146e-02 5.21622313e-01 1.27865446e-01 4.35893249e-01
-1.20508836e+00 -3.06766241e-01 -6.03068073e-01 -7.09272201e-02
3.00320433e-01 3.45241593e-01]
[ 1.82104398e-01 5.07053925e-01 6.84469538e-02 4.34249377e-01
-9.79870836e-01 -8.53175653e-02 -4.47086406e-01 1.51514528e-01
2.16088136e-01 4.85832126e-01]
[ 2.55615286e-01 3.22908183e-01 2.47602344e-01 1.52523344e-01
-4.64868230e-01 7.91769509e-02 -2.29767695e-01 1.62826790e-01
2.43167961e-01 8.25891687e-02]
[ -7.41875666e-02 2.26575398e-01 2.41177093e-01 1.61990340e-02
-4.49498962e-02 1.30786437e-01 -1.05027202e-01 -1.52661989e-02
-3.29039552e-02 4.97778917e-02]
[ -1.00223740e-01 -2.52272386e-03 2.41102442e-02 9.16071807e-02
-5.23130837e-02 1.16254582e-01 2.49125582e-01 1.98651517e-02
-2.76078487e-01 -9.50689181e-02]
[ -2.22246881e-01 -3.46656145e-02 -9.40910297e-02 -3.45569471e-01
1.86814517e-01 1.19694644e-01 1.10472363e-01 1.03257780e-01
-2.08059753e-01 3.12494814e-02]
[ 8.74596337e-03 -4.05374172e-01 -1.28181159e-01 -1.63242143e-01
3.77697914e-01 2.61591238e-02 1.94472939e-01 1.52277802e-01
-1.66862414e-01 -2.24258984e-01]
[ 1.11711205e-01 -2.41213129e-01 -1.55726635e-01 -2.39061684e-02
2.16325203e-02 -4.69336779e-02 1.02018696e-01 -1.53900483e-01
1.13070678e-01 -1.58178167e-01]
[ -1.15899509e-01 5.82782531e-02 2.64529783e-01 -4.25874837e-03
1.54045602e-01 7.99712483e-02 5.12593831e-02 -2.97208359e-01
-1.10533958e-01 -5.66841242e-02]
[ -3.47966421e-01 1.27687153e-02 1.46231875e-02 -2.54280178e-02
1.55876758e-01 -1.74727512e-01 1.83606111e-02 2.34312532e-01
-8.48926133e-02 7.54444936e-02]
[ 1.44847385e-01 4.79141016e-03 -2.34110256e-01 -8.17130578e-02
1.16373520e-01 -2.98667777e-01 8.21163594e-02 -1.67486592e-01
1.75013192e-03 -1.87716353e-01]
[ 2.12643507e-01 -1.89545376e-01 6.50197826e-02 -2.13795376e-02
8.97735662e-02 -3.70770626e-02 4.37503099e-02 -1.36683691e-01
1.14397956e-01 -1.77670724e-01]
[ -1.06037531e-01 -8.48790309e-02 1.21254830e-01 1.08769091e-01
4.45962772e-02 -1.13761622e-01 2.65917745e-01 -7.81585601e-02
1.83015321e-01 -4.50566948e-03]
[ -1.78889284e-02 -2.01004186e-01 1.93603206e-01 -2.67512452e-01
-1.16760685e-01 1.21901769e-01 9.27733551e-02 -1.19186724e-01
9.77040282e-03 2.05830130e-01]]
[[ 0.61877502]
[ 1.68117633]
[ 0.24591868]
[ 0.88114141]
[-2.74843426]
[-0.27417704]
[-1.70739523]
[ 0.06547863]
[ 0.69269216]
[ 0.88570237]]
Progress: 39.6% ... Training loss: 0.276 ... Validation loss: 0.447[[ 1.58340756e-01 2.23840585e-01 -1.06272912e-01 1.04205292e-01
-5.13943766e-01 -6.98381518e-02 -5.74500258e-02 1.20870154e-01
-6.06738073e-02 1.87556831e-01]
[ 1.55549742e-02 1.51345669e-01 -1.86237524e-02 4.87305472e-02
7.53857995e-02 -7.53522914e-03 3.13849814e-01 4.13913710e-02
1.43776834e-01 -2.57016705e-02]
[ 1.90845981e-01 7.62845264e-01 1.05167400e-02 -4.90975936e-02
6.17038535e-01 -2.07045367e-02 -8.57450398e-01 -4.11792953e-02
5.04824400e-02 2.78406140e-01]
[ 3.57775894e-02 -3.65726923e-01 -2.02452181e-01 1.54957138e-01
-1.64596621e-02 1.34807837e-01 1.95112639e-01 6.25542187e-02
1.09716757e-01 2.66968082e-01]
[ -2.44272067e-02 9.11926267e-02 -1.50616429e-01 3.60026421e-02
-2.94069470e-02 -1.79208730e-01 7.06420425e-02 -1.18547341e-01
-1.99312348e-01 -4.91839852e-02]
[ -3.82447710e-01 -6.35800933e-01 -2.95485936e-01 1.68836267e-01
-9.96830340e-02 3.76751989e-02 3.30789395e-01 -3.74858560e-02
-1.51537111e-02 -1.14365760e-02]
[ -9.17425407e-03 -2.41467060e-01 7.71286624e-03 8.53089245e-02
6.49307375e-03 -6.94094703e-02 1.95212617e-01 -1.91438045e-01
1.92516749e-01 2.92783980e-02]
[ 1.06943148e-01 -2.60681860e-01 3.22567729e-02 -7.68214883e-02
4.61245197e-02 -4.72930465e-02 8.72239380e-02 1.18440676e-01
7.59530376e-02 -2.84957889e-02]
[ -1.76941760e-01 -1.53411767e-01 -3.03596138e-01 -2.32227466e-02
-1.39684979e-02 6.96672620e-02 -1.25522103e-01 -2.95728805e-02
2.62303945e-01 -1.35645268e-01]
[ 4.30769536e-02 -4.10659859e-01 8.38577029e-02 1.35524031e-02
-1.23575743e-01 -1.14933437e-01 2.10306856e-01 -1.06638534e-01
1.24454729e-02 8.74741273e-02]
[ -8.53995985e-02 -8.83262176e-02 1.71274409e-03 -1.40399566e-01
-4.61052549e-02 1.61061362e-02 2.12131470e-01 -1.02802639e-01
-9.52302576e-03 -1.22878528e-01]
[ -1.24363440e-01 -1.94671057e-01 -7.14375872e-02 -4.76640808e-04
3.72271143e-01 1.01764474e-01 1.49893475e-01 -1.64964315e-02
-1.72341320e-01 -2.16994846e-01]
[ -1.58091168e-01 2.91093349e-03 6.13786151e-02 2.01911800e-02
-1.69852711e-01 -2.19190235e-01 -1.75706676e-01 -1.97170577e-01
8.54595130e-02 1.72236365e-01]
[ -2.70300416e-01 -3.30471457e-01 1.00370724e-01 2.31486770e-01
-1.33065505e-01 -6.97790975e-02 7.63607949e-02 -2.59267683e-01
-2.58024540e-01 -6.93481720e-02]
[ 1.03557511e-01 -1.86972301e-01 -2.16256401e-02 1.20203877e-01
-5.79351233e-02 -8.89640619e-02 2.38162045e-01 3.07130343e-03
2.81865599e-02 6.01575385e-03]
[ 3.90636339e-02 -1.03348959e-01 -2.09654412e-01 1.54886041e-01
-6.95185495e-02 8.21258016e-02 -3.71021600e-02 -1.96585742e-02
-8.66470956e-02 -1.50069872e-03]
[ -1.21618211e-01 -8.44342506e-02 -2.02396705e-01 1.56569867e-01
9.08162476e-03 1.34235744e-01 1.62626978e-02 -2.50521842e-01
7.13742377e-02 -1.97461748e-01]
[ -6.82297411e-02 -4.89569165e-02 2.75564105e-01 1.00392373e-01
1.17375687e-01 -6.14226815e-02 -1.16534961e-01 1.20611006e-01
7.56455745e-02 3.70977412e-02]
[ 5.69391169e-02 -2.46772772e-02 8.72153170e-02 8.61714201e-02
5.12313962e-02 -1.60912748e-02 2.20884215e-01 1.20106033e-01
-2.91726942e-02 -6.25757930e-02]
[ 9.79570288e-03 -1.48877169e-01 -2.91641868e-01 -5.10328867e-02
1.34182669e-01 -9.26812036e-02 1.48515174e-01 1.63127009e-01
1.08640716e-01 -2.97855352e-02]
[ 5.10802141e-02 -1.87997330e-02 -1.14905685e-01 4.95350691e-02
-1.18402189e-01 3.19905899e-01 2.61283882e-01 2.04964934e-01
-1.56083307e-01 -5.66432811e-02]
[ 3.25214206e-03 -5.93099187e-03 1.23456310e-01 1.08015399e-01
-1.27664879e-03 1.04734610e-01 -1.12474981e-01 -4.16169713e-02
2.16010977e-01 8.12369952e-02]
[ 1.16387505e-01 8.90284505e-02 -4.24630310e-02 -8.92011526e-02
-1.16548748e-01 -3.32437055e-01 1.07288372e-01 9.24579821e-03
1.49996672e-01 9.75011972e-02]
[ -1.03685274e-01 -3.60673443e-02 -1.65156461e-02 1.97461291e-02
1.51190034e-03 -2.03470534e-01 -6.43125931e-02 -2.02824897e-02
1.45917755e-02 1.24210146e-01]
[ -1.57916077e-01 -1.18043238e-01 -2.02410339e-01 -1.80966493e-02
-2.80490721e-01 -3.04353062e-04 4.54581916e-02 -2.50891929e-02
-7.97529007e-03 4.45832679e-02]
[ -3.09494330e-02 -1.18543623e-01 -7.50790895e-02 -1.26669565e-01
5.29475110e-01 2.75747535e-01 5.87747956e-01 1.13038662e-01
-1.81639126e-01 -3.78530428e-01]
[ -1.98979779e-02 -4.28204560e-01 -3.17033465e-02 -7.69596665e-02
6.70566515e-01 1.01761563e-01 5.58842677e-01 9.10855822e-02
2.69069247e-02 -3.90894337e-01]
[ 1.06137791e-02 -4.76944577e-01 -4.36521938e-02 -1.07096920e-01
6.75268853e-01 2.32740504e-02 5.19159996e-01 4.86039695e-02
-3.64292190e-01 -2.19882911e-01]
[ -1.75573828e-01 -6.25064897e-01 -1.12285823e-02 -2.08614829e-01
7.84739149e-01 -8.94789692e-02 6.50753430e-01 -8.34371331e-02
-7.17121494e-02 7.98719796e-02]
[ -2.97418225e-01 -4.36989346e-01 5.51796020e-02 -4.83008249e-02
9.13768094e-01 1.42192278e-01 4.51424674e-01 4.74605284e-02
-8.93421110e-02 -1.37064299e-01]
[ -2.07106492e-01 -3.26585378e-01 2.51398410e-01 -2.42511547e-01
6.64304827e-01 -4.47588462e-02 7.09466369e-01 1.30045094e-02
-2.57062176e-01 -2.72595860e-02]
[ -1.34923378e-01 -2.39062185e-01 -1.82537140e-01 -1.06265909e-01
5.01552601e-01 -2.28769079e-01 1.94337513e-01 1.68403777e-01
-1.29004894e-02 -1.23541636e-01]
[ 9.69925762e-02 2.24460236e-01 1.58086702e-01 -1.11532993e-01
-3.62669253e-02 5.59840034e-02 -1.25164278e-01 2.81210227e-01
5.99174463e-02 1.62144270e-01]
[ 3.56582724e-01 3.47617939e-01 -7.94324972e-02 3.21463978e-01
-9.07383878e-01 -2.90276489e-01 -4.95386272e-01 1.78095876e-01
3.93284981e-01 -1.85950500e-02]
[ 4.85851466e-02 1.32307928e-01 2.53776792e-01 2.50332272e-01
-6.41818231e-02 -1.96794435e-01 -1.79776967e-01 -1.32852304e-01
-1.37925220e-01 -2.87942041e-01]
[ 2.21448169e-02 -7.24933985e-02 -1.19357387e-01 -5.62398275e-02
2.28343303e-01 4.05297946e-02 -3.16297900e-03 -1.85008150e-01
3.18359696e-02 2.05129786e-01]
[ 2.55043771e-03 -4.72905074e-02 -6.66224324e-02 -4.97479936e-02
-3.17302773e-02 -1.78212952e-01 7.97659982e-02 1.00237130e-02
3.79893605e-02 5.50386034e-03]
[ 3.08542117e-02 8.45342167e-02 2.44485696e-01 7.57458194e-02
-2.36250083e-01 -1.36254341e-01 9.88616088e-02 3.96257368e-02
-1.84502598e-01 1.07934423e-01]
[ 7.32627968e-02 4.00287243e-02 1.07675182e-01 7.94907174e-03
-2.41631511e-01 6.79791522e-02 5.50018298e-02 -2.70926747e-01
-1.72286376e-02 -8.77847240e-02]
[ -1.32273901e-02 9.44346471e-02 8.32864131e-02 -3.51226584e-02
-3.96157904e-02 1.81415987e-01 9.82463604e-02 1.17888561e-01
-2.56578870e-02 1.66903152e-01]
[ 2.24566464e-01 8.47918218e-02 2.99721778e-02 8.49537960e-02
1.67145414e-02 -2.48652377e-02 -1.81471637e-01 1.48755730e-01
-5.12083598e-02 -1.62599854e-02]
[ 4.42463733e-02 8.83472085e-03 1.74687850e-02 4.28170449e-02
-4.22907607e-01 -1.23577416e-01 -2.15627218e-01 4.11711976e-02
1.20145736e-01 1.93944412e-01]
[ 5.88776331e-02 5.23145454e-01 1.28024150e-01 4.36462318e-01
-1.20622551e+00 -3.06918691e-01 -6.04294678e-01 -7.08873245e-02
3.00741378e-01 3.45833488e-01]
[ 1.82344442e-01 5.07349523e-01 6.85453411e-02 4.34618705e-01
-9.80845818e-01 -8.54243639e-02 -4.47473279e-01 1.51542500e-01
2.16416936e-01 4.86241103e-01]
[ 2.55508023e-01 3.22701942e-01 2.47568874e-01 1.52377171e-01
-4.64412441e-01 7.92216014e-02 -2.29496355e-01 1.62817501e-01
2.43075792e-01 8.24555432e-02]
[ -7.45355703e-02 2.25886218e-01 2.41056613e-01 1.57639443e-02
-4.39354402e-02 1.30921313e-01 -1.04240674e-01 -1.52979414e-02
-3.32117909e-02 4.93346740e-02]
[ -1.00128220e-01 -2.23364149e-03 2.41475031e-02 9.17499594e-02
-5.27262072e-02 1.16210487e-01 2.48836141e-01 1.98755115e-02
-2.75972719e-01 -9.49315109e-02]
[ -2.21949825e-01 -3.39391933e-02 -9.39703290e-02 -3.45142862e-01
1.85656352e-01 1.19556357e-01 1.09667070e-01 1.03290395e-01
-2.07719989e-01 3.16940056e-02]
[ 8.68897420e-03 -4.05672421e-01 -1.28204343e-01 -1.63311006e-01
3.77831930e-01 2.61693785e-02 1.94659967e-01 1.52275158e-01
-1.66877386e-01 -2.24292427e-01]
[ 1.12488515e-01 -2.39304183e-01 -1.55435620e-01 -2.26965114e-02
1.74337936e-02 -4.72664362e-02 1.00059600e-01 -1.53819332e-01
1.13891926e-01 -1.57070908e-01]
[ -1.15920459e-01 5.81167303e-02 2.64513552e-01 -4.31448265e-03
1.54111864e-01 7.99610875e-02 5.14376161e-02 -2.97203049e-01
-1.10525117e-01 -5.66943828e-02]
[ -3.48405049e-01 1.16029678e-02 1.44645752e-02 -2.60591606e-02
1.57863357e-01 -1.74557607e-01 1.93207843e-02 2.34272654e-01
-8.53503283e-02 7.49486598e-02]
[ 1.45466379e-01 6.66345323e-03 -2.33833737e-01 -8.07230382e-02
1.13428246e-01 -2.98981874e-01 8.02298213e-02 -1.67414852e-01
2.52941996e-03 -1.86737139e-01]
[ 2.14866641e-01 -1.84984125e-01 6.59326954e-02 -1.80906405e-02
8.19166254e-02 -3.80763869e-02 3.87038404e-02 -1.36441962e-01
1.16942775e-01 -1.74451247e-01]
[ -1.05483879e-01 -8.40780661e-02 1.21478830e-01 1.09519124e-01
4.27815983e-02 -1.14014108e-01 2.65109403e-01 -7.80964694e-02
1.83677729e-01 -3.68177245e-03]
[ -1.80481186e-02 -2.01929806e-01 1.93568537e-01 -2.67706282e-01
-1.16034764e-01 1.21968073e-01 9.36761940e-02 -1.19204932e-01
9.66891195e-03 2.05750921e-01]]
[[ 0.63130962]
[ 1.68884071]
[ 0.25724143]
[ 0.89464213]
[-2.73516149]
[-0.26196658]
[-1.69094601]
[ 0.07643848]
[ 0.70613183]
[ 0.89678208]]
Progress: 39.7% ... Training loss: 0.270 ... Validation loss: 0.443[[ 1.57925659e-01 2.21145122e-01 -1.06553900e-01 1.03221303e-01
-5.11291751e-01 -6.95389272e-02 -5.57611390e-02 1.20803627e-01
-6.12052953e-02 1.86978471e-01]
[ 1.56598120e-02 1.51550993e-01 -1.85754257e-02 4.89136186e-02
7.48035103e-02 -7.58773630e-03 3.13712998e-01 4.14061165e-02
1.43905936e-01 -2.55310116e-02]
[ 1.91333810e-01 7.61076606e-01 1.05975682e-02 -4.88980023e-02
6.20005912e-01 -2.07161763e-02 -8.58247435e-01 -4.11548226e-02
5.06488394e-02 2.78987068e-01]
[ 3.48419608e-02 -3.67225037e-01 -2.02851866e-01 1.53440372e-01
-1.17430255e-02 1.35134776e-01 1.97573065e-01 6.24526621e-02
1.08637460e-01 2.65540950e-01]
[ -2.19355493e-02 9.46211654e-02 -1.49554926e-01 3.99045344e-02
-3.95063316e-02 -1.80247563e-01 6.58781848e-02 -1.18224068e-01
-1.96424939e-01 -4.55200975e-02]
[ -3.82449596e-01 -6.35929050e-01 -2.95506183e-01 1.68871510e-01
-1.00307467e-01 3.76529567e-02 3.31241144e-01 -3.74821074e-02
-1.51735317e-02 -1.14878736e-02]
[ -9.47503068e-03 -2.43200206e-01 7.59345332e-03 8.50331488e-02
5.97031532e-03 -6.92793780e-02 1.96398525e-01 -1.91459980e-01
1.92308464e-01 2.90512902e-02]
[ 1.06031919e-01 -2.63905049e-01 3.18061723e-02 -7.84066661e-02
5.08088353e-02 -4.68138370e-02 8.98140414e-02 1.18308960e-01
7.47572978e-02 -2.99960435e-02]
[ -1.77667542e-01 -1.54750876e-01 -3.03862665e-01 -2.42450424e-02
-1.26009729e-02 6.99799595e-02 -1.23913780e-01 -2.96563954e-02
2.61573283e-01 -1.36636150e-01]
[ 4.15475115e-02 -4.14615938e-01 8.32031140e-02 1.14513780e-02
-1.19466110e-01 -1.14237623e-01 2.14076446e-01 -1.06821645e-01
1.07140484e-02 8.53208987e-02]
[ -8.56696724e-02 -9.03567327e-02 1.55508978e-03 -1.40942962e-01
-4.56630497e-02 1.62739581e-02 2.13849164e-01 -1.02838060e-01
-9.81996944e-03 -1.23317431e-01]
[ -1.24503597e-01 -1.95108024e-01 -7.14821320e-02 -6.80225990e-04
3.72623954e-01 1.01800595e-01 1.50242275e-01 -1.65113165e-02
-1.72467460e-01 -2.17172256e-01]
[ -1.58091168e-01 2.91093349e-03 6.13786151e-02 2.01911800e-02
-1.69852711e-01 -2.19190235e-01 -1.75706676e-01 -1.97170577e-01
8.54595130e-02 1.72236365e-01]
[ -2.70413428e-01 -3.30572495e-01 1.00340887e-01 2.31458374e-01
-1.33393323e-01 -6.97501220e-02 7.66532537e-02 -2.59276530e-01
-2.58125082e-01 -6.95111530e-02]
[ 1.03763744e-01 -1.86794838e-01 -2.15354331e-02 1.20521966e-01
-5.87970026e-02 -8.90625853e-02 2.38134049e-01 3.09950691e-03
2.84374692e-02 6.28433739e-03]
[ 3.90138029e-02 -1.03366529e-01 -2.09708723e-01 1.54736806e-01
-6.89486662e-02 8.21171144e-02 -3.72143476e-02 -1.96555662e-02
-8.66910421e-02 -1.47623028e-03]
[ -1.22409736e-01 -8.65473362e-02 -2.02716348e-01 1.55482894e-01
1.15587951e-02 1.34558329e-01 1.84924710e-02 -2.50611107e-01
7.05308177e-02 -1.98531961e-01]
[ -6.88138337e-02 -5.05232121e-02 2.75317115e-01 9.95567116e-02
1.19645678e-01 -6.11779983e-02 -1.14932771e-01 1.20538342e-01
7.49917985e-02 3.62883591e-02]
[ 5.88352847e-02 -2.10628388e-02 8.80009438e-02 8.89527052e-02
4.36974438e-02 -1.68310976e-02 2.16329815e-01 1.20334583e-01
-2.70138822e-02 -5.97911276e-02]
[ 1.02586897e-02 -1.47897906e-01 -2.91442445e-01 -5.03778151e-02
1.32395311e-01 -9.28695142e-02 1.47557051e-01 1.63185405e-01
1.09173522e-01 -2.91162153e-02]
[ 4.97288327e-02 -2.25113509e-02 -1.15527890e-01 4.73611293e-02
-1.12793985e-01 3.20539818e-01 2.64769573e-01 2.04784278e-01
-1.57759981e-01 -5.87770593e-02]
[ 2.75246780e-03 -7.38097909e-03 1.23235608e-01 1.07250616e-01
1.00352089e-03 1.04958928e-01 -1.11131474e-01 -4.16825112e-02
2.15434586e-01 8.04851350e-02]
[ 1.16109451e-01 8.85985903e-02 -4.25459089e-02 -8.95943641e-02
-1.15604341e-01 -3.32310460e-01 1.07865678e-01 9.21442752e-03
1.49644949e-01 9.70940717e-02]
[ -1.03760076e-01 -3.64429068e-02 -1.65390011e-02 1.96540394e-02
1.69123236e-03 -2.03450779e-01 -6.40993346e-02 -2.02895245e-02
1.45251064e-02 1.24137706e-01]
[ -1.58678765e-01 -1.19472947e-01 -2.02742463e-01 -1.91748114e-02
-2.79404222e-01 2.99175075e-05 4.72027980e-02 -2.51853915e-02
-8.75918365e-03 4.34744680e-02]
[ -3.08523659e-02 -1.18491908e-01 -7.50249822e-02 -1.26475610e-01
5.28961478e-01 2.75686830e-01 5.87704465e-01 1.13055873e-01
-1.81504870e-01 -3.78399230e-01]
[ -2.00214927e-02 -4.28615961e-01 -3.17489527e-02 -7.71225780e-02
6.70992604e-01 1.01808447e-01 5.59252111e-01 9.10740871e-02
2.67771790e-02 -3.91050040e-01]
[ 1.09595420e-02 -4.76547090e-01 -4.35114298e-02 -1.06600893e-01
6.74137131e-01 2.31267782e-02 5.18650457e-01 4.86463967e-02
-3.63891329e-01 -2.19425025e-01]
[ -1.75099574e-01 -6.24373710e-01 -1.10353850e-02 -2.07940363e-01
7.83134341e-01 -8.96807655e-02 6.49882018e-01 -8.33794842e-02
-7.11766405e-02 8.05355956e-02]
[ -2.97372491e-01 -4.37054672e-01 5.51999197e-02 -4.82193118e-02
9.13462305e-01 1.42168779e-01 4.51467767e-01 4.74660063e-02
-8.92886303e-02 -1.36963954e-01]
[ -2.07204987e-01 -3.26745645e-01 2.51357093e-01 -2.42649964e-01
6.64757013e-01 -4.47177412e-02 7.09611460e-01 1.29928391e-02
-2.57172267e-01 -2.73964624e-02]
[ -1.34902179e-01 -2.38813700e-01 -1.82530205e-01 -1.06230409e-01
5.01353414e-01 -2.28779065e-01 1.94104077e-01 1.68406813e-01
-1.28840933e-02 -1.23501748e-01]
[ 9.73059517e-02 2.25257126e-01 1.58218831e-01 -1.11071242e-01
-3.73290606e-02 5.58519504e-02 -1.25906070e-01 2.81249488e-01
6.02745484e-02 1.62598387e-01]
[ 3.55756750e-01 3.45597626e-01 -7.98361161e-02 3.19971282e-01
-9.04990227e-01 -2.89868683e-01 -4.93228573e-01 1.77986702e-01
3.92334038e-01 -1.98927866e-02]
[ 4.84935250e-02 1.32141344e-01 2.53746320e-01 2.50194218e-01
-6.36596203e-02 -1.96755320e-01 -1.79603487e-01 -1.32862858e-01
-1.38017519e-01 -2.88069616e-01]
[ 2.20546690e-02 -7.28549791e-02 -1.19398040e-01 -5.63709918e-02
2.28845727e-01 4.05662535e-02 -2.81360677e-03 -1.85017817e-01
3.17124726e-02 2.04990374e-01]
[ 2.24174242e-03 -4.81446263e-02 -6.67519595e-02 -5.02353403e-02
-3.04489003e-02 -1.78061349e-01 8.05813470e-02 9.98280656e-03
3.76338578e-02 5.03555131e-03]
[ 3.08051599e-02 8.44798247e-02 2.44466037e-01 7.56676374e-02
-2.36106476e-01 -1.36234042e-01 9.89561410e-02 3.96197544e-02
-1.84556328e-01 1.07888781e-01]
[ 7.29590345e-02 3.93117829e-02 1.07550621e-01 7.50926648e-03
-2.40491552e-01 6.80966630e-02 5.57034738e-02 -2.70958891e-01
-1.75695434e-02 -8.82235524e-02]
[ -1.35126197e-02 9.35513876e-02 8.31732707e-02 -3.55253957e-02
-3.83906172e-02 1.81530571e-01 9.90599875e-02 1.17853975e-01
-2.59636633e-02 1.66497482e-01]
[ 2.24484465e-01 8.45204678e-02 2.99365803e-02 8.48148607e-02
1.72332299e-02 -2.48254482e-02 -1.81240455e-01 1.48743800e-01
-5.13089421e-02 -1.63956370e-02]
[ 4.36679421e-02 7.50891765e-03 1.72280118e-02 4.19650073e-02
-4.20692029e-01 -1.23339263e-01 -2.14306138e-01 4.10999130e-02
1.19465497e-01 1.93138901e-01]
[ 5.87608855e-02 5.22422003e-01 1.27950689e-01 4.36293124e-01
-1.20649066e+00 -3.06824831e-01 -6.03836767e-01 -7.09127146e-02
3.00562319e-01 3.45590756e-01]
[ 1.81651843e-01 5.06095481e-01 6.82458341e-02 4.33705600e-01
-9.79418413e-01 -8.51277144e-02 -4.45993552e-01 1.51454217e-01
2.15593552e-01 4.85193018e-01]
[ 2.55697728e-01 3.22979134e-01 2.47663419e-01 1.52772822e-01
-4.65659352e-01 7.91348031e-02 -2.30084184e-01 1.62851799e-01
2.43379072e-01 8.28864750e-02]
[ -7.41819207e-02 2.26696162e-01 2.41197975e-01 1.62701112e-02
-4.53056284e-02 1.30796341e-01 -1.05177039e-01 -1.52571589e-02
-3.28178737e-02 4.98666954e-02]
[ -1.00234692e-01 -2.53760284e-03 2.40987084e-02 9.16027655e-02
-5.22865145e-02 1.16255925e-01 2.49135641e-01 1.98620764e-02
-2.76091240e-01 -9.50884961e-02]
[ -2.21617741e-01 -3.31550153e-02 -9.38248278e-02 -3.44635604e-01
1.84180399e-01 1.19404734e-01 1.08967380e-01 1.03334539e-01
-2.07322700e-01 3.21924660e-02]
[ 8.32921197e-03 -4.06580267e-01 -1.28343301e-01 -1.63819519e-01
3.79224024e-01 2.63185849e-02 1.95626882e-01 1.52233955e-01
-1.67259708e-01 -2.24765714e-01]
[ 1.10967592e-01 -2.42627709e-01 -1.56101506e-01 -2.50222346e-02
2.26126725e-02 -4.65760712e-02 1.03724603e-01 -1.54017380e-01
1.12166628e-01 -1.59364782e-01]
[ -1.15812089e-01 5.72504430e-02 2.64566486e-01 -4.10912551e-03
1.53107935e-01 7.99422899e-02 5.18281786e-02 -2.97188864e-01
-1.10360754e-01 -5.64969410e-02]
[ -3.48878320e-01 1.00168510e-02 1.42905253e-02 -2.66147614e-02
1.59820147e-01 -1.74395553e-01 2.08095678e-02 2.34225443e-01
-8.58251296e-02 7.43880546e-02]
[ 1.45705131e-01 7.20135643e-03 -2.33737651e-01 -8.03956289e-02
1.12512623e-01 -2.99084150e-01 7.94499939e-02 -1.67376507e-01
2.80344313e-03 -1.86348030e-01]
[ 2.14452622e-01 -1.86238647e-01 6.57435880e-02 -1.85790123e-02
8.30198980e-02 -3.78962433e-02 3.99060430e-02 -1.36487510e-01
1.16508075e-01 -1.75053847e-01]
[ -1.05013590e-01 -8.37075852e-02 1.21618287e-01 1.09996966e-01
4.19245034e-02 -1.14191510e-01 2.64473506e-01 -7.80427430e-02
1.84059635e-01 -3.08158098e-03]
[ -1.83969857e-02 -2.02231301e-01 1.93452316e-01 -2.68195200e-01
-1.16592408e-01 1.22133743e-01 9.41814492e-02 -1.19253799e-01
9.32891312e-03 2.05251715e-01]]
[[ 0.62396223]
[ 1.68436771]
[ 0.25156744]
[ 0.88683028]
[-2.73732928]
[-0.26899865]
[-1.69672135]
[ 0.06979602]
[ 0.69696547]
[ 0.88937372]]
Progress: 39.8% ... Training loss: 0.272 ... Validation loss: 0.445[[ 1.61537732e-01 2.29281131e-01 -1.05007387e-01 1.08786637e-01
-5.25820561e-01 -7.12184685e-02 -6.45740081e-02 1.21240907e-01
-5.67785204e-02 1.92382514e-01]
[ 1.57504901e-02 1.51629901e-01 -1.85372669e-02 4.90458241e-02
7.44188855e-02 -7.62840189e-03 3.13625624e-01 4.14163681e-02
1.43990293e-01 -2.53958975e-02]
[ 1.91428969e-01 7.63180845e-01 1.08068759e-02 -4.82364295e-02
6.16433645e-01 -2.09254898e-02 -8.60039332e-01 -4.10875182e-02
5.13237957e-02 2.79748916e-01]
[ 3.73978902e-02 -3.63377817e-01 -2.01911978e-01 1.57013219e-01
-1.87540612e-02 1.34133629e-01 1.93067909e-01 6.27151195e-02
1.11176038e-01 2.69006709e-01]
[ -2.49822276e-02 8.88315086e-02 -1.50753044e-01 3.53919028e-02
-2.72641555e-02 -1.78939604e-01 7.24405203e-02 -1.18564860e-01
-1.99637820e-01 -4.99687286e-02]
[ -3.82414368e-01 -6.36376258e-01 -2.95517923e-01 1.68859196e-01
-1.01047260e-01 3.76568186e-02 3.31915250e-01 -3.74919003e-02
-1.52107176e-02 -1.16485941e-02]
[ -7.86249811e-03 -2.39566139e-01 8.21448091e-03 8.72517791e-02
6.27768026e-04 -7.00029562e-02 1.92351133e-01 -1.91271096e-01
1.94048813e-01 3.12424304e-02]
[ 1.08097150e-01 -2.58841914e-01 3.27392478e-02 -7.49642948e-02
3.97923802e-02 -4.78157118e-02 8.44743839e-02 1.18572603e-01
7.73707285e-02 -2.68037444e-02]
[ -1.76050579e-01 -1.51512626e-01 -3.03225625e-01 -2.19118308e-02
-1.85241449e-02 6.92752305e-02 -1.27705690e-01 -2.94715955e-02
2.63264965e-01 -1.34344313e-01]
[ 4.39281059e-02 -4.09012960e-01 8.42383948e-02 1.52949552e-02
-1.31858672e-01 -1.15407152e-01 2.08032160e-01 -1.06513217e-01
1.35619231e-02 8.88698146e-02]
[ -8.35757490e-02 -8.65601772e-02 2.36960116e-03 -1.38001965e-01
-5.32246032e-02 1.53753158e-02 2.09577732e-01 -1.02612794e-01
-7.59749735e-03 -1.20491046e-01]
[ -1.23648161e-01 -1.93019314e-01 -7.11525210e-02 5.17099188e-04
3.69556102e-01 1.01442447e-01 1.48053139e-01 -1.64174773e-02
-1.71529531e-01 -2.16033002e-01]
[ -1.58091168e-01 2.91093349e-03 6.13786151e-02 2.01911800e-02
-1.69852711e-01 -2.19190235e-01 -1.75706676e-01 -1.97170577e-01
8.54595130e-02 1.72236365e-01]
[ -2.70607774e-01 -3.30963545e-01 1.00243583e-01 2.31150652e-01
-1.33457903e-01 -6.96416942e-02 7.71392158e-02 -2.59305775e-01
-2.58418375e-01 -6.99275096e-02]
[ 1.03969486e-01 -1.86781985e-01 -2.14620403e-02 1.20847452e-01
-5.96343032e-02 -8.91658348e-02 2.38248116e-01 3.11842596e-03
2.86901553e-02 6.55005684e-03]
[ 3.96360407e-02 -1.02398493e-01 -2.09461575e-01 1.55591523e-01
-7.09785509e-02 8.18380328e-02 -3.85783212e-02 -1.95841384e-02
-8.59840113e-02 -7.01296373e-04]
[ -1.22136170e-01 -8.59930952e-02 -2.02590491e-01 1.55831662e-01
1.12076868e-02 1.34438241e-01 1.79262219e-02 -2.50571823e-01
7.08382614e-02 -1.98116681e-01]
[ -6.80593429e-02 -4.86323064e-02 2.75605953e-01 1.00661001e-01
1.16444487e-01 -6.15115426e-02 -1.16915966e-01 1.20624161e-01
7.58230837e-02 3.73989035e-02]
[ 5.88516071e-02 -2.08793142e-02 8.79828365e-02 8.88908766e-02
4.38618658e-02 -1.68454065e-02 2.16144841e-01 1.20332391e-01
-2.70681140e-02 -5.98480780e-02]
[ 1.05278122e-02 -1.47632880e-01 -2.91337660e-01 -4.98885248e-02
1.30264301e-01 -9.29937369e-02 1.47337036e-01 1.63223643e-01
1.09518820e-01 -2.86503243e-02]
[ 5.11127217e-02 -1.87805413e-02 -1.14867928e-01 4.97126656e-02
-1.19860521e-01 3.19842838e-01 2.60814144e-01 2.04962929e-01
-1.55918964e-01 -5.66029337e-02]
[ 3.09985348e-03 -6.48701466e-03 1.23381321e-01 1.07771573e-01
-5.26887824e-04 1.04803386e-01 -1.12117403e-01 -4.16411074e-02
2.15816793e-01 8.09613143e-02]
[ 1.16528527e-01 8.95696362e-02 -4.23694789e-02 -8.89700417e-02
-1.17479299e-01 -3.32492962e-01 1.06951700e-01 9.26353085e-03
1.50112586e-01 9.77202800e-02]
[ -1.03052863e-01 -3.49567007e-02 -1.62487112e-02 2.06778544e-02
-1.30313309e-03 -2.03761947e-01 -6.58726145e-02 -2.02075887e-02
1.52909556e-02 1.25179780e-01]
[ -1.58153512e-01 -1.18550266e-01 -2.02560065e-01 -1.84665434e-02
-2.80509268e-01 -1.84145618e-04 4.60449371e-02 -2.51312022e-02
-8.30383763e-03 4.41113752e-02]
[ -3.11107833e-02 -1.19278051e-01 -7.51402868e-02 -1.26886522e-01
5.29878647e-01 2.75816132e-01 5.88579829e-01 1.13023008e-01
-1.81830517e-01 -3.78842737e-01]
[ -1.97159030e-02 -4.28335699e-01 -3.16113219e-02 -7.66301186e-02
6.69638766e-01 1.01656939e-01 5.58888062e-01 9.11117094e-02
2.71489647e-02 -3.90655550e-01]
[ 1.06409349e-02 -4.77436106e-01 -4.36458205e-02 -1.07076145e-01
6.75450710e-01 2.32616949e-02 5.19457041e-01 4.86097354e-02
-3.64260699e-01 -2.19877015e-01]
[ -1.74934835e-01 -6.24349042e-01 -1.09592559e-02 -2.07678737e-01
7.82263091e-01 -8.97624009e-02 6.49848732e-01 -8.33588375e-02
-7.09990504e-02 8.08133154e-02]
[ -2.97941225e-01 -4.38488492e-01 5.49725471e-02 -4.90222913e-02
9.15311166e-01 1.42403735e-01 4.52923781e-01 4.74065471e-02
-8.98997830e-02 -1.37720399e-01]
[ -2.06977665e-01 -3.26308218e-01 2.51455017e-01 -2.42300182e-01
6.63805708e-01 -4.48207632e-02 7.09111783e-01 1.30205449e-02
-2.56904023e-01 -2.70546094e-02]
[ -1.34674744e-01 -2.38285694e-01 -1.82438800e-01 -1.05907199e-01
5.00674823e-01 -2.28877109e-01 1.93525906e-01 1.68432318e-01
-1.26324151e-02 -1.23182869e-01]
[ 9.81265925e-02 2.26961760e-01 1.58535468e-01 -1.09880814e-01
-4.06243505e-02 5.55068549e-02 -1.27978556e-01 2.81338548e-01
6.11297602e-02 1.63812846e-01]
[ 3.57382248e-01 3.49913148e-01 -7.91546585e-02 3.22463884e-01
-9.10581806e-01 -2.90601831e-01 -4.97588633e-01 1.78176207e-01
3.94163474e-01 -1.74511345e-02]
[ 4.86992032e-02 1.32449622e-01 2.53827033e-01 2.50451558e-01
-6.42677546e-02 -1.96837928e-01 -1.80017955e-01 -1.32840638e-01
-1.37785863e-01 -2.87827957e-01]
[ 2.21999560e-02 -7.25059942e-02 -1.19349414e-01 -5.61642755e-02
2.28180620e-01 4.05017457e-02 -3.23817227e-03 -1.85000552e-01
3.18905210e-02 2.05147578e-01]
[ 1.87025852e-03 -4.90010270e-02 -6.69052533e-02 -5.07865610e-02
-2.90591279e-02 -1.77913372e-01 8.14530206e-02 9.94291896e-03
3.72085943e-02 4.47450352e-03]
[ 3.15969142e-02 8.63252565e-02 2.44788308e-01 7.68401497e-02
-2.39153228e-01 -1.36597530e-01 9.68246982e-02 3.97136836e-02
-1.83637394e-01 1.08887397e-01]
[ 7.30347805e-02 3.91187518e-02 1.07582283e-01 7.61592683e-03
-2.40015160e-01 6.80637136e-02 5.59075223e-02 -2.70944177e-01
-1.74891529e-02 -8.80968892e-02]
[ -1.35324946e-02 9.32937576e-02 8.31673238e-02 -3.55602444e-02
-3.81022388e-02 1.81527626e-01 9.93944365e-02 1.17857362e-01
-2.59549556e-02 1.66489434e-01]
[ 2.25000903e-01 8.60064270e-02 3.01325244e-02 8.55178173e-02
1.47352715e-02 -2.50514100e-02 -1.82705797e-01 1.48800848e-01
-5.08095966e-02 -1.56910341e-02]
[ 4.38824272e-02 7.99062777e-03 1.73134046e-02 4.22303689e-02
-4.21448633e-01 -1.23413838e-01 -2.14812844e-01 4.11160203e-02
1.19671747e-01 1.93410334e-01]
[ 5.82789020e-02 5.21596020e-01 1.27732896e-01 4.35602388e-01
-1.20548979e+00 -3.06596339e-01 -6.02667074e-01 -7.09732349e-02
2.99987847e-01 3.44815679e-01]
[ 1.81823564e-01 5.06467382e-01 6.83468641e-02 4.34070701e-01
-9.80638941e-01 -8.52389666e-02 -4.46582851e-01 1.51480519e-01
2.15875825e-01 4.85525737e-01]
[ 2.56621492e-01 3.25254900e-01 2.48064382e-01 1.54193636e-01
-4.70470103e-01 7.87088873e-02 -2.32414163e-01 1.62963057e-01
2.44480351e-01 8.42655764e-02]
[ -7.37103161e-02 2.27890271e-01 2.41374391e-01 1.69434646e-02
-4.73766601e-02 1.30596905e-01 -1.06392029e-01 -1.52047412e-02
-3.22937587e-02 5.05154360e-02]
[ -1.00102940e-01 -2.16387026e-03 2.41578979e-02 9.18099163e-02
-5.29197362e-02 1.16194830e-01 2.48747896e-01 1.98781354e-02
-2.75934365e-01 -9.48827681e-02]
[ -2.21348540e-01 -3.24688637e-02 -9.37198947e-02 -3.44263712e-01
1.83244018e-01 1.19286886e-01 1.08205990e-01 1.03363928e-01
-2.07017522e-01 3.25657549e-02]
[ 8.38960987e-03 -4.06512544e-01 -1.28318117e-01 -1.63731636e-01
3.78955353e-01 2.62916585e-02 1.95537857e-01 1.52240743e-01
-1.67192525e-01 -2.24683854e-01]
[ 1.11616000e-01 -2.41002023e-01 -1.55837347e-01 -2.40109404e-02
1.90281717e-02 -4.68701541e-02 1.02329942e-01 -1.53940672e-01
1.12920136e-01 -1.58445232e-01]
[ -1.14957178e-01 5.92533543e-02 2.64943674e-01 -2.78138608e-03
1.49175299e-01 7.95214869e-02 4.98329150e-02 -2.97073103e-01
-1.09291395e-01 -5.52416534e-02]
[ -3.49288238e-01 9.44341597e-03 1.41058207e-02 -2.72292640e-02
1.60458410e-01 -1.74189169e-01 2.15446244e-02 2.34165221e-01
-8.63806705e-02 7.36626404e-02]
[ 1.46869162e-01 9.51870149e-03 -2.33211938e-01 -7.84538076e-02
1.07773362e-01 -2.99684197e-01 7.64216028e-02 -1.67222120e-01
4.16688867e-03 -1.84479419e-01]
[ 2.14639238e-01 -1.85788923e-01 6.57970611e-02 -1.83711116e-02
8.28905299e-02 -3.79696542e-02 3.94383901e-02 -1.36468721e-01
1.16669323e-01 -1.74888852e-01]
[ -1.04519656e-01 -8.30800141e-02 1.21817242e-01 1.10684181e-01
3.94032341e-02 -1.14412565e-01 2.63676463e-01 -7.79850674e-02
1.84607892e-01 -2.37054819e-03]
[ -1.60050162e-02 -1.97192859e-01 1.94396935e-01 -2.64774770e-01
-1.25345603e-01 1.21110438e-01 8.86245506e-02 -1.18989364e-01
1.19969112e-02 2.08572209e-01]]
[[ 0.64505213]
[ 1.69976714]
[ 0.26935461]
[ 0.90542435]
[-2.7253585 ]
[-0.25083943]
[-1.67798312]
[ 0.08867213]
[ 0.71867799]
[ 0.90997222]]
Progress: 39.8% ... Training loss: 0.278 ... Validation loss: 0.451[[ 1.58737187e-01 2.23049385e-01 -1.06159367e-01 1.04802585e-01
-5.13975737e-01 -7.01165513e-02 -5.80894847e-02 1.20873738e-01
-5.99040059e-02 1.88697348e-01]
[ 1.57722243e-02 1.51663234e-01 -1.85281273e-02 4.90763895e-02
7.43533572e-02 -7.63678367e-03 3.13607100e-01 4.14192044e-02
1.44014454e-01 -2.53637089e-02]
[ 1.92101894e-01 7.62695776e-01 1.11323730e-02 -4.68770087e-02
6.15363584e-01 -2.12927699e-02 -8.60926369e-01 -4.09354742e-02
5.21006908e-02 2.80953454e-01]
[ 3.55467260e-02 -3.67628920e-01 -2.02572190e-01 1.54561108e-01
-1.27307779e-02 1.34856811e-01 1.97759871e-01 6.24622275e-02
1.09277711e-01 2.66674145e-01]
[ -2.34519593e-02 9.16735860e-02 -1.50070002e-01 3.76796675e-02
-3.21286580e-02 -1.79592294e-01 6.87658907e-02 -1.18324953e-01
-1.98027526e-01 -4.76996022e-02]
[ -3.83337456e-01 -6.37788919e-01 -2.95902508e-01 1.67489381e-01
-9.74522010e-02 3.80355249e-02 3.33922995e-01 -3.76330395e-02
-1.63378358e-02 -1.29586561e-02]
[ -9.75376303e-03 -2.44300694e-01 7.44825067e-03 8.46518001e-02
8.78776920e-03 -6.92989555e-02 1.97310008e-01 -1.91506926e-01
1.92017864e-01 2.87004155e-02]
[ 1.08531930e-01 -2.58218065e-01 3.29546678e-02 -7.41838373e-02
3.77423592e-02 -4.80087651e-02 8.37779613e-02 1.18657043e-01
7.79725294e-02 -2.59869373e-02]
[ -1.77875695e-01 -1.55383283e-01 -3.03948131e-01 -2.44629837e-02
-1.20757332e-02 6.99662818e-02 -1.23371459e-01 -2.97209325e-02
2.61398679e-01 -1.36875263e-01]
[ 4.09334526e-02 -4.15226931e-01 8.30230383e-02 1.11463489e-02
-1.21144054e-01 -1.14284655e-01 2.15180047e-01 -1.06887814e-01
1.04558678e-02 8.50007151e-02]
[ -8.45778788e-02 -8.88758764e-02 1.98699755e-03 -1.39446481e-01
-4.91501079e-02 1.57563398e-02 2.11872659e-01 -1.02750991e-01
-8.71009544e-03 -1.21996882e-01]
[ -1.23856067e-01 -1.93883668e-01 -7.12124625e-02 3.69731682e-04
3.70920440e-01 1.01519630e-01 1.49214753e-01 -1.64465489e-02
-1.71733429e-01 -2.16224286e-01]
[ -1.58091168e-01 2.91093349e-03 6.13786151e-02 2.01911800e-02
-1.69852711e-01 -2.19190235e-01 -1.75706676e-01 -1.97170577e-01
8.54595130e-02 1.72236365e-01]
[ -2.71621980e-01 -3.32228156e-01 9.98008731e-02 2.29691126e-01
-1.30530102e-01 -6.92111255e-02 7.91278105e-02 -2.59454554e-01
-2.59636507e-01 -7.13970938e-02]
[ 1.04283587e-01 -1.86368701e-01 -2.13351275e-02 1.21222268e-01
-5.97850401e-02 -8.92950927e-02 2.37667908e-01 3.15410450e-03
2.90166729e-02 6.99704744e-03]
[ 3.90624851e-02 -1.03835838e-01 -2.09690597e-01 1.54800681e-01
-6.87075515e-02 8.20555566e-02 -3.70181616e-02 -1.96603824e-02
-8.66262066e-02 -1.51026129e-03]
[ -1.22998922e-01 -8.79326811e-02 -2.02934130e-01 1.54607703e-01
1.48565007e-02 1.34762192e-01 1.99608872e-02 -2.50672590e-01
6.99727032e-02 -1.99276056e-01]
[ -6.81920960e-02 -4.92476831e-02 2.75560306e-01 1.00573150e-01
1.17286618e-01 -6.14868251e-02 -1.16339063e-01 1.20613873e-01
7.56598987e-02 3.73145832e-02]
[ 5.88474600e-02 -2.09075517e-02 8.79752668e-02 8.88736123e-02
4.41229186e-02 -1.68428269e-02 2.16255676e-01 1.20330654e-01
-2.70419477e-02 -5.98755987e-02]
[ 1.08459197e-02 -1.47115395e-01 -2.91197598e-01 -4.93752008e-02
1.28920031e-01 -9.31077696e-02 1.46899511e-01 1.63279214e-01
1.09931144e-01 -2.80823633e-02]
[ 5.11180264e-02 -1.89193803e-02 -1.14838663e-01 4.98149771e-02
-1.20159279e-01 3.19811032e-01 2.60806500e-01 2.04974820e-01
-1.55828902e-01 -5.65069096e-02]
[ 2.47818341e-03 -7.90767713e-03 1.23116822e-01 1.06887009e-01
1.89161277e-03 1.05046410e-01 -1.10632848e-01 -4.17265991e-02
2.15110620e-01 8.01035288e-02]
[ 1.15732124e-01 8.75341822e-02 -4.26854587e-02 -9.00934855e-02
-1.14110442e-01 -3.32201040e-01 1.08858092e-01 9.15563524e-03
1.49232063e-01 9.65920943e-02]
[ -1.03030140e-01 -3.50643882e-02 -1.62348768e-02 2.07407909e-02
-1.39361673e-03 -2.03779908e-01 -6.58506507e-02 -2.02019456e-02
1.53415771e-02 1.25245432e-01]
[ -1.59012950e-01 -1.19887260e-01 -2.02878973e-01 -1.96729695e-02
-2.78209723e-01 1.55330011e-04 4.79906750e-02 -2.52506504e-02
-9.15631396e-03 4.29042646e-02]
[ -3.12302557e-02 -1.19714796e-01 -7.51715236e-02 -1.27040919e-01
5.30347766e-01 2.75860218e-01 5.88902545e-01 1.13007829e-01
-1.81941037e-01 -3.79018710e-01]
[ -2.03318618e-02 -4.30036587e-01 -3.18742053e-02 -7.75069972e-02
6.71764010e-01 1.01899200e-01 5.60585352e-01 9.10325497e-02
2.64724127e-02 -3.91479056e-01]
[ 1.05049510e-02 -4.78102810e-01 -4.37112174e-02 -1.07269711e-01
6.76105379e-01 2.33117012e-02 5.19927726e-01 4.85897749e-02
-3.64406293e-01 -2.20051130e-01]
[ -1.74949770e-01 -6.24227015e-01 -1.09720880e-02 -2.07719157e-01
7.82699583e-01 -8.97499568e-02 6.49745421e-01 -8.33631988e-02
-7.10241657e-02 8.07653333e-02]
[ -2.97965025e-01 -4.38639997e-01 5.49677268e-02 -4.90424920e-02
9.15380504e-01 1.42400747e-01 4.52965399e-01 4.74063946e-02
-8.99053004e-02 -1.37708227e-01]
[ -2.06863096e-01 -3.26308704e-01 2.51510298e-01 -2.42112441e-01
6.63253261e-01 -4.48703861e-02 7.09171284e-01 1.30395357e-02
-2.56748969e-01 -2.68351585e-02]
[ -1.34767683e-01 -2.38722702e-01 -1.82490103e-01 -1.06058612e-01
5.01114962e-01 -2.28837984e-01 1.94006325e-01 1.68417361e-01
-1.27164757e-02 -1.23317617e-01]
[ 9.75545272e-02 2.25991208e-01 1.58270468e-01 -1.10740186e-01
-3.87968595e-02 5.57548751e-02 -1.26861018e-01 2.81251320e-01
6.03723906e-02 1.63051969e-01]
[ 3.57399666e-01 3.51184111e-01 -7.90914320e-02 3.22541993e-01
-9.10834731e-01 -2.90610361e-01 -4.97838564e-01 1.78186046e-01
3.94343797e-01 -1.72734243e-02]
[ 4.86014079e-02 1.32239486e-01 2.53793479e-01 2.50332028e-01
-6.38445971e-02 -1.96802058e-01 -1.79804734e-01 -1.32851341e-01
-1.37886292e-01 -2.87956202e-01]
[ 2.20553087e-02 -7.28500374e-02 -1.19412330e-01 -5.63863204e-02
2.28643311e-01 4.05595320e-02 -2.89925726e-03 -1.85019720e-01
3.17314755e-02 2.04931071e-01]
[ 1.80716119e-03 -4.91655730e-02 -6.69289351e-02 -5.08733928e-02
-2.88919877e-02 -1.77905169e-01 8.16222347e-02 9.93612713e-03
3.71467001e-02 4.36405512e-03]
[ 3.17792468e-02 8.68880039e-02 2.44871672e-01 7.71235251e-02
-2.40119959e-01 -1.36666786e-01 9.62336747e-02 3.97412834e-02
-1.83395775e-01 1.09161694e-01]
[ 7.25502399e-02 3.79278896e-02 1.07382774e-01 6.92721249e-03
-2.37960743e-01 6.82553167e-02 5.71341621e-02 -2.71007318e-01
-1.80324086e-02 -8.87697079e-02]
[ -1.36035008e-02 9.28332733e-02 8.31423482e-02 -3.56432074e-02
-3.77223866e-02 1.81549140e-01 9.98738296e-02 1.17851769e-01
-2.60134399e-02 1.66423566e-01]
[ 2.24537659e-01 8.51610969e-02 2.99624383e-02 8.48391094e-02
1.67262824e-02 -2.48628986e-02 -1.81628017e-01 1.48734425e-01
-5.13541750e-02 -1.63471536e-02]
[ 4.32625883e-02 6.64088229e-03 1.70515719e-02 4.13045562e-02
-4.18943817e-01 -1.23168824e-01 -2.13377703e-01 4.10297436e-02
1.18912868e-01 1.92453774e-01]
[ 5.80986181e-02 5.21252547e-01 1.27658952e-01 4.35373917e-01
-1.20476471e+00 -3.06539723e-01 -6.02320470e-01 -7.09922071e-02
2.99791564e-01 3.44574812e-01]
[ 1.82103583e-01 5.06868520e-01 6.84768819e-02 4.34561198e-01
-9.81943117e-01 -8.53598195e-02 -4.46951737e-01 1.51525097e-01
2.16239410e-01 4.85882791e-01]
[ 2.57041666e-01 3.26371197e-01 2.48272612e-01 1.54911944e-01
-4.72593913e-01 7.85108778e-02 -2.33599192e-01 1.63032995e-01
2.45051437e-01 8.49595851e-02]
[ -7.38287984e-02 2.27620065e-01 2.41316370e-01 1.67816244e-02
-4.68502404e-02 1.30631132e-01 -1.06099879e-01 -1.52209409e-02
-3.23754749e-02 5.03566167e-02]
[ -1.00566035e-01 -3.11052689e-03 2.39572876e-02 9.11528002e-02
-5.09553276e-02 1.16381437e-01 2.49734436e-01 1.98114813e-02
-2.76479783e-01 -9.55410655e-02]
[ -2.21932306e-01 -3.39918821e-02 -9.39688667e-02 -3.45088382e-01
1.85674987e-01 1.19516862e-01 1.09689674e-01 1.03282787e-01
-2.07684845e-01 3.17354267e-02]
[ 8.03535905e-03 -4.07367349e-01 -1.28464565e-01 -1.64257207e-01
3.80656444e-01 2.64297511e-02 1.96401420e-01 1.52189991e-01
-1.67604708e-01 -2.25172688e-01]
[ 1.10459931e-01 -2.42846830e-01 -1.56281202e-01 -2.55136918e-02
2.23945566e-02 -4.64076583e-02 1.04997231e-01 -1.54095145e-01
1.11822447e-01 -1.60001068e-01]
[ -1.14547478e-01 5.98461258e-02 2.65125725e-01 -2.12891177e-03
1.47501972e-01 7.93419917e-02 4.92269527e-02 -2.97000252e-01
-1.08780379e-01 -5.47331490e-02]
[ -3.49712893e-01 7.74025754e-03 1.39063256e-02 -2.80187585e-02
1.64772386e-01 -1.74008237e-01 2.31828575e-02 2.34099093e-01
-8.68976892e-02 7.31335263e-02]
[ 1.44988677e-01 5.13045221e-03 -2.33920072e-01 -8.09526298e-02
1.15296175e-01 -2.99002077e-01 8.07724800e-02 -1.67465170e-01
2.14540801e-03 -1.86998900e-01]
[ 2.14744118e-01 -1.85455784e-01 6.58471697e-02 -1.82018786e-02
8.23712515e-02 -3.80308300e-02 3.93214442e-02 -1.36443927e-01
1.16766657e-01 -1.74657928e-01]
[ -1.04640469e-01 -8.35058377e-02 1.21773449e-01 1.10539946e-01
3.96418657e-02 -1.14378841e-01 2.64005209e-01 -7.79991446e-02
1.84460883e-01 -2.52656272e-03]
[ -1.71422642e-02 -1.99150755e-01 1.93902152e-01 -2.66401664e-01
-1.22441353e-01 1.21572543e-01 9.09667426e-02 -1.19151147e-01
1.07492061e-02 2.07027005e-01]]
[[ 0.63329148]
[ 1.69350839]
[ 0.25922102]
[ 0.89206038]
[-2.73540401]
[-0.26316307]
[-1.69536125]
[ 0.07739322]
[ 0.70462258]
[ 0.89692313]]
Progress: 39.9% ... Training loss: 0.270 ... Validation loss: 0.442[[ 1.60528762e-01 2.29456053e-01 -1.05365643e-01 1.07560713e-01
-5.21687238e-01 -7.08931417e-02 -6.45700021e-02 1.21104049e-01
-5.77258053e-02 1.91438331e-01]
[ 1.55402355e-02 1.51215299e-01 -1.86241659e-02 4.87403728e-02
7.52928596e-02 -7.53732802e-03 3.13804153e-01 4.13897880e-02
1.43751314e-01 -2.56938163e-02]
[ 1.91160461e-01 7.63264552e-01 1.07155716e-02 -4.84888699e-02
6.19071504e-01 -2.09443759e-02 -8.61522246e-01 -4.10723014e-02
5.09661359e-02 2.80195111e-01]
[ 3.47814092e-02 -3.71119020e-01 -2.02907467e-01 1.53619941e-01
-8.83973326e-03 1.35171181e-01 2.01104577e-01 6.23920276e-02
1.08260164e-01 2.65332650e-01]
[ -2.35558107e-02 9.12216955e-02 -1.50146775e-01 3.74299423e-02
-3.20965412e-02 -1.79494210e-01 6.99482958e-02 -1.18365400e-01
-1.97953042e-01 -4.80604895e-02]
[ -3.84323026e-01 -6.39821775e-01 -2.96314332e-01 1.66111525e-01
-9.46210308e-02 3.84590617e-02 3.36031995e-01 -3.77560123e-02
-1.74509580e-02 -1.44305808e-02]
[ -8.02801730e-03 -2.40140512e-01 8.14348255e-03 8.70673687e-02
2.20593477e-03 -6.99845133e-02 1.93178755e-01 -1.91306702e-01
1.93863111e-01 3.10682021e-02]
[ 1.08940759e-01 -2.55946976e-01 3.31445813e-02 -7.35864185e-02
3.59196833e-02 -4.82566021e-02 8.13505992e-02 1.18713200e-01
7.85241047e-02 -2.51023061e-02]
[ -1.76412621e-01 -1.51995955e-01 -3.03357219e-01 -2.23957452e-02
-1.73904166e-02 6.93577855e-02 -1.27163770e-01 -2.95438515e-02
2.62939850e-01 -1.34835070e-01]
[ 4.15875992e-02 -4.12187741e-01 8.32464566e-02 1.18529766e-02
-1.24328257e-01 -1.14518133e-01 2.11740958e-01 -1.06833213e-01
1.10570535e-02 8.60316449e-02]
[ -8.24974859e-02 -8.39482617e-02 2.87703934e-03 -1.36292089e-01
-5.73005329e-02 1.48202054e-02 2.06852787e-01 -1.02479607e-01
-6.34525152e-03 -1.19028536e-01]
[ -1.23978528e-01 -1.94064730e-01 -7.12616884e-02 2.11081749e-04
3.71367044e-01 1.01570889e-01 1.49431790e-01 -1.64620447e-02
-1.71874588e-01 -2.16402876e-01]
[ -1.58091168e-01 2.91093349e-03 6.13786151e-02 2.01911800e-02
-1.69852711e-01 -2.19190235e-01 -1.75706676e-01 -1.97170577e-01
8.54595130e-02 1.72236365e-01]
[ -2.71704122e-01 -3.32345435e-01 9.97634812e-02 2.29581845e-01
-1.30465286e-01 -6.91774408e-02 7.92637455e-02 -2.59466420e-01
-2.59723810e-01 -7.15452390e-02]
[ 1.04182832e-01 -1.86502793e-01 -2.13775946e-02 1.21088150e-01
-5.96857165e-02 -8.92482230e-02 2.37749402e-01 3.14228416e-03
2.89176510e-02 6.82371594e-03]
[ 3.89536941e-02 -1.03973932e-01 -2.09733546e-01 1.54675279e-01
-6.87548159e-02 8.21032918e-02 -3.67294378e-02 -1.96737807e-02
-8.67586069e-02 -1.69566835e-03]
[ -1.22586665e-01 -8.68354507e-02 -2.02771942e-01 1.55194066e-01
1.30953312e-02 1.34594324e-01 1.89111907e-02 -2.50629652e-01
7.04385211e-02 -1.98722016e-01]
[ -6.77114990e-02 -4.83342656e-02 2.75763338e-01 1.01223600e-01
1.15775162e-01 -6.16564825e-02 -1.17332344e-01 1.20674115e-01
7.61026893e-02 3.80235934e-02]
[ 5.89938420e-02 -2.04954677e-02 8.80197482e-02 8.90648650e-02
4.35329892e-02 -1.69136802e-02 2.15838344e-01 1.20343686e-01
-2.68754958e-02 -5.97132926e-02]
[ 1.13345465e-02 -1.44411555e-01 -2.90952469e-01 -4.86252096e-02
1.26264653e-01 -9.33702616e-02 1.44261676e-01 1.63347484e-01
1.10548038e-01 -2.70864731e-02]
[ 5.08878875e-02 -1.96799932e-02 -1.14937295e-01 4.95417087e-02
-1.19340493e-01 3.19888399e-01 2.61403071e-01 2.04947173e-01
-1.56023095e-01 -5.66728044e-02]
[ 3.41376292e-03 -5.53543339e-03 1.23477064e-01 1.08131594e-01
-1.44634643e-03 1.04675593e-01 -1.13019332e-01 -4.16185061e-02
2.16059222e-01 8.12733673e-02]
[ 1.15551281e-01 8.71201904e-02 -4.27570073e-02 -9.03544585e-02
-1.13347669e-01 -3.32125691e-01 1.09020843e-01 9.13350890e-03
1.49020679e-01 9.63359404e-02]
[ -1.02516311e-01 -3.38444763e-02 -1.60282093e-02 2.14586140e-02
-3.56828479e-03 -2.03992494e-01 -6.71942085e-02 -2.01389201e-02
1.58998769e-02 1.25972945e-01]
[ -1.58675472e-01 -1.19256174e-01 -2.02743491e-01 -1.92080230e-02
-2.78765622e-01 1.02454449e-05 4.73114598e-02 -2.52089036e-02
-8.80599618e-03 4.33352840e-02]
[ -3.12656274e-02 -1.19732919e-01 -7.51831391e-02 -1.27080801e-01
5.30509231e-01 2.75871586e-01 5.88806067e-01 1.13004758e-01
-1.81970487e-01 -3.79055865e-01]
[ -2.02353067e-02 -4.30173693e-01 -3.18347714e-02 -7.73803822e-02
6.71450850e-01 1.01856744e-01 5.60481912e-01 9.10442252e-02
2.65480887e-02 -3.91344420e-01]
[ 1.01835762e-02 -4.78935924e-01 -4.38447203e-02 -1.07750550e-01
6.77512292e-01 2.34515294e-02 5.20712065e-01 4.85508020e-02
-3.64767742e-01 -2.20520973e-01]
[ -1.75069572e-01 -6.24423935e-01 -1.10199463e-02 -2.07886917e-01
7.83181263e-01 -8.97007207e-02 6.49970655e-01 -8.33778938e-02
-7.11494172e-02 8.06050508e-02]
[ -2.97825428e-01 -4.38496045e-01 5.50306929e-02 -4.88162031e-02
9.14707656e-01 1.42333410e-01 4.52847565e-01 4.74256156e-02
-8.97179013e-02 -1.37503640e-01]
[ -2.06738811e-01 -3.26162761e-01 2.51568295e-01 -2.41904918e-01
6.62744026e-01 -4.49333820e-02 7.08944822e-01 1.30564100e-02
-2.56593810e-01 -2.66565569e-02]
[ -1.34752138e-01 -2.38672538e-01 -1.82480543e-01 -1.06032848e-01
5.01009391e-01 -2.28836237e-01 1.94006416e-01 1.68419011e-01
-1.27044530e-02 -1.23315638e-01]
[ 9.76336712e-02 2.26523145e-01 1.58310890e-01 -1.10582686e-01
-3.93379351e-02 5.57111030e-02 -1.27323518e-01 2.81262392e-01
6.04832933e-02 1.63249139e-01]
[ 3.58324357e-01 3.53392415e-01 -7.87030906e-02 3.23933196e-01
-9.13918517e-01 -2.91029673e-01 -5.00229144e-01 1.78309806e-01
3.95342668e-01 -1.58650009e-02]
[ 4.83433093e-02 1.31569094e-01 2.53687008e-01 2.49956060e-01
-6.26868144e-02 -1.96702441e-01 -1.79120156e-01 -1.32883663e-01
-1.38176573e-01 -2.88330118e-01]
[ 2.28064699e-02 -7.08644778e-02 -1.19120622e-01 -5.53461049e-02
2.25523483e-01 4.02615310e-02 -4.89373155e-03 -1.84934372e-01
3.24895153e-02 2.05941604e-01]
[ 2.01925515e-03 -4.85775963e-02 -6.68522245e-02 -5.06079490e-02
-2.98942128e-02 -1.77997074e-01 8.09847102e-02 9.96147949e-03
3.73668256e-02 4.60638420e-03]
[ 3.13958775e-02 8.64631388e-02 2.44713304e-01 7.65635086e-02
-2.39069785e-01 -1.36536289e-01 9.67653983e-02 3.96910575e-02
-1.83840437e-01 1.08618335e-01]
[ 7.18925397e-02 3.62675696e-02 1.07096615e-01 5.93107054e-03
-2.35005608e-01 6.85391522e-02 5.87431039e-02 -2.71090217e-01
-1.88049994e-02 -8.97324731e-02]
[ -1.25594058e-02 9.56897704e-02 8.35771558e-02 -3.42089996e-02
-4.18788683e-02 1.81120533e-01 9.71483930e-02 1.17972296e-01
-2.48534543e-02 1.67814678e-01]
[ 2.24592645e-01 8.54766793e-02 2.99819407e-02 8.49115424e-02
1.63359377e-02 -2.48800390e-02 -1.81955653e-01 1.48739517e-01
-5.13028810e-02 -1.62947516e-02]
[ 4.35509341e-02 7.34050656e-03 1.71718641e-02 4.17215145e-02
-4.20244531e-01 -1.23285259e-01 -2.13986968e-01 4.10642056e-02
1.19238468e-01 1.92858754e-01]
[ 5.82534895e-02 5.22278151e-01 1.27727720e-01 4.35560125e-01
-1.20451428e+00 -3.06557465e-01 -6.03374429e-01 -7.09774936e-02
2.99979422e-01 3.44937476e-01]
[ 1.81624006e-01 5.05646671e-01 6.82556987e-02 4.33801689e-01
-9.79916322e-01 -8.51526785e-02 -4.45807590e-01 1.51460758e-01
2.15648867e-01 4.85150702e-01]
[ 2.57654749e-01 3.27656914e-01 2.48563581e-01 1.55939489e-01
-4.76076250e-01 7.82278578e-02 -2.34884333e-01 1.63119792e-01
2.45845435e-01 8.59745183e-02]
[ -7.37778312e-02 2.27714040e-01 2.41326456e-01 1.68521168e-02
-4.70213069e-02 1.30607984e-01 -1.06225884e-01 -1.52167773e-02
-3.23137090e-02 5.04277608e-02]
[ -1.00308739e-01 -2.27520405e-03 2.40658289e-02 9.15312411e-02
-5.22833745e-02 1.16270503e-01 2.48853540e-01 1.98432775e-02
-2.76181026e-01 -9.51879156e-02]
[ -2.21804592e-01 -3.35233656e-02 -9.39291251e-02 -3.44944617e-01
1.85278070e-01 1.19469709e-01 1.09277752e-01 1.03295128e-01
-2.07565785e-01 3.18991204e-02]
[ 7.96829998e-03 -4.07653592e-01 -1.28495020e-01 -1.64345324e-01
3.80851683e-01 2.64580858e-02 1.96629994e-01 1.52182158e-01
-1.67682124e-01 -2.25264932e-01]
[ 1.11960640e-01 -2.39771793e-01 -1.55688159e-01 -2.34127838e-02
1.61403360e-02 -4.70050873e-02 1.01662115e-01 -1.53923609e-01
1.13384659e-01 -1.57890623e-01]
[ -1.14268144e-01 6.04469850e-02 2.65228130e-01 -1.75285149e-03
1.47267345e-01 7.92251194e-02 4.82984883e-02 -2.96968323e-01
-1.08527180e-01 -5.44747204e-02]
[ -3.49932266e-01 7.15878325e-03 1.38069095e-02 -2.83646173e-02
1.65616291e-01 -1.73923997e-01 2.37858800e-02 2.34070641e-01
-8.71476022e-02 7.28072807e-02]
[ 1.45994446e-01 8.07363639e-03 -2.33467999e-01 -7.93305669e-02
1.10547719e-01 -2.99490895e-01 7.77936243e-02 -1.67327771e-01
3.41660335e-03 -1.85357455e-01]
[ 2.15344949e-01 -1.84519419e-01 6.61128601e-02 -1.72800845e-02
8.01223645e-02 -3.82421159e-02 3.84899723e-02 -1.36361565e-01
1.17485364e-01 -1.73749337e-01]
[ -1.05671322e-01 -8.50820415e-02 1.21334572e-01 1.09009187e-01
4.33687050e-02 -1.13966564e-01 2.65515365e-01 -7.81331487e-02
1.83206009e-01 -3.97087993e-03]
[ -1.66666021e-02 -1.96762779e-01 1.94091468e-01 -2.65843501e-01
-1.24413929e-01 1.21372076e-01 8.86855469e-02 -1.19101427e-01
1.12735511e-02 2.07699345e-01]]
[[ 0.64310055]
[ 1.70142523]
[ 0.26678466]
[ 0.89997017]
[-2.7300325 ]
[-0.25541178]
[-1.68691156]
[ 0.08520839]
[ 0.71560457]
[ 0.90463658]]
Progress: 39.9% ... Training loss: 0.274 ... Validation loss: 0.444[[ 1.57849796e-01 2.22997239e-01 -1.06531765e-01 1.03365705e-01
-5.10917559e-01 -6.97465684e-02 -5.82907909e-02 1.20733194e-01
-6.09576940e-02 1.87585030e-01]
[ 1.60420123e-02 1.52422775e-01 -1.84280406e-02 4.93759061e-02
7.37021624e-02 -7.73898554e-03 3.12361101e-01 4.14551936e-02
1.44250271e-01 -2.49756447e-02]
[ 1.89974972e-01 7.59704539e-01 1.02953855e-02 -4.99696440e-02
6.23185609e-01 -2.05657205e-02 -8.58193042e-01 -4.12225286e-02
4.95738467e-02 2.78730975e-01]
[ 3.51466890e-02 -3.72442424e-01 -2.02789046e-01 1.54140185e-01
-1.01868694e-02 1.35070441e-01 2.02942305e-01 6.24258298e-02
1.08838180e-01 2.65823722e-01]
[ -2.33499041e-02 9.17923367e-02 -1.50163334e-01 3.76431777e-02
-3.40070350e-02 -1.79548450e-01 6.94808621e-02 -1.18346056e-01
-1.97945912e-01 -4.78934756e-02]
[ -3.85242668e-01 -6.41456775e-01 -2.96757783e-01 1.64534870e-01
-9.09954574e-02 3.88826812e-02 3.37515095e-01 -3.78907974e-02
-1.86059444e-02 -1.58423066e-02]
[ -9.07878398e-03 -2.42527510e-01 7.75406760e-03 8.56783822e-02
5.95589759e-03 -6.95869228e-02 1.95652965e-01 -1.91429296e-01
1.92794114e-01 2.96963025e-02]
[ 1.05736671e-01 -2.63484650e-01 3.17579894e-02 -7.83345447e-02
4.64878915e-02 -4.69617381e-02 8.88525652e-02 1.18274143e-01
7.48614329e-02 -2.96297716e-02]
[ -1.76243048e-01 -1.52042888e-01 -3.03273513e-01 -2.21641879e-02
-1.85221980e-02 6.93174180e-02 -1.26865915e-01 -2.95197461e-02
2.63160304e-01 -1.34590638e-01]
[ 3.89340737e-02 -4.17538078e-01 8.21555284e-02 7.92775866e-03
-1.15028108e-01 -1.13437503e-01 2.17177683e-01 -1.07180555e-01
8.06504624e-03 8.23593174e-02]
[ -8.49122154e-02 -8.99741840e-02 1.81145923e-03 -1.39916480e-01
-4.94701868e-02 1.58428561e-02 2.13014706e-01 -1.02813516e-01
-9.09524173e-03 -1.22507267e-01]
[ -1.23915196e-01 -1.94295076e-01 -7.12409326e-02 2.78480362e-04
3.71048512e-01 1.01543315e-01 1.49590276e-01 -1.64531248e-02
-1.71798791e-01 -2.16318475e-01]
[ -1.58091168e-01 2.91093349e-03 6.13786151e-02 2.01911800e-02
-1.69852711e-01 -2.19190235e-01 -1.75706676e-01 -1.97170577e-01
8.54595130e-02 1.72236365e-01]
[ -2.72312030e-01 -3.33192005e-01 9.94622515e-02 2.28570154e-01
-1.28881168e-01 -6.88915701e-02 8.02329678e-02 -2.59557426e-01
-2.60473790e-01 -7.24919860e-02]
[ 1.04120928e-01 -1.86833131e-01 -2.14028204e-02 1.20897510e-01
-5.83812255e-02 -8.92209025e-02 2.37769992e-01 3.13381691e-03
2.87956000e-02 6.73946648e-03]
[ 3.82681627e-02 -1.05731183e-01 -2.10026825e-01 1.53731645e-01
-6.66487441e-02 8.23829737e-02 -3.49649832e-02 -1.97584018e-02
-8.75203433e-02 -2.66427165e-03]
[ -1.23078752e-01 -8.73627963e-02 -2.02946451e-01 1.54536850e-01
1.49503991e-02 1.34780280e-01 1.96443849e-02 -2.50688121e-01
6.99846465e-02 -1.99355118e-01]
[ -6.78248964e-02 -4.88645462e-02 2.75724430e-01 1.01054070e-01
1.16374830e-01 -6.16107618e-02 -1.16946425e-01 1.20658565e-01
7.59596440e-02 3.78739128e-02]
[ 5.87602474e-02 -2.11661005e-02 8.79429433e-02 8.88002710e-02
4.41050215e-02 -1.68447410e-02 2.16499399e-01 1.20319374e-01
-2.70815309e-02 -5.99827539e-02]
[ 1.10182490e-02 -1.44513259e-01 -2.91106090e-01 -4.91120148e-02
1.27330845e-01 -9.32716554e-02 1.44171447e-01 1.63301331e-01
1.10149910e-01 -2.75365922e-02]
[ 4.87373162e-02 -2.54144111e-02 -1.15884065e-01 4.62421967e-02
-1.11780930e-01 3.20814946e-01 2.67111722e-01 2.04643612e-01
-1.58592625e-01 -5.98039070e-02]
[ 3.11472141e-03 -6.55625081e-03 1.23369384e-01 1.07738387e-01
-5.08249296e-04 1.04819376e-01 -1.11626113e-01 -4.16550948e-02
2.15810501e-01 8.09038090e-02]
[ 1.16166328e-01 8.84308667e-02 -4.25020804e-02 -8.95043415e-02
-1.15958367e-01 -3.32378630e-01 1.07570403e-01 9.21607724e-03
1.49669259e-01 9.71941937e-02]
[ -1.02720695e-01 -3.43546885e-02 -1.61104831e-02 2.11668823e-02
-2.68480009e-03 -2.03909517e-01 -6.66663765e-02 -2.01659107e-02
1.56710341e-02 1.25682426e-01]
[ -1.59130727e-01 -1.20143887e-01 -2.02933868e-01 -1.98317906e-02
-2.77811748e-01 1.93488519e-04 4.84451225e-02 -2.52680827e-02
-9.23883391e-03 4.27035150e-02]
[ -3.16028216e-02 -1.20397350e-01 -7.53281271e-02 -1.27575557e-01
5.31676141e-01 2.76013251e-01 5.89405230e-01 1.12959816e-01
-1.82363824e-01 -3.79534084e-01]
[ -2.01822503e-02 -4.30134012e-01 -3.18146152e-02 -7.73013638e-02
6.71214693e-01 1.01834287e-01 5.60426208e-01 9.10517087e-02
2.66111355e-02 -3.91269865e-01]
[ 1.01461647e-02 -4.79327586e-01 -4.38644326e-02 -1.07818212e-01
6.77724870e-01 2.34718558e-02 5.21096991e-01 4.85451277e-02
-3.64817302e-01 -2.20588484e-01]
[ -1.75260550e-01 -6.24821082e-01 -1.11051896e-02 -2.08180062e-01
7.84003020e-01 -8.96177745e-02 6.50380177e-01 -8.34043648e-02
-7.13766608e-02 8.03302728e-02]
[ -2.98336593e-01 -4.39868054e-01 5.48194705e-02 -4.95315883e-02
9.16441659e-01 1.42525221e-01 4.54200305e-01 4.73608696e-02
-9.02834286e-02 -1.38195455e-01]
[ -2.06870346e-01 -3.26599129e-01 2.51518182e-01 -2.42075040e-01
6.63317055e-01 -4.48846791e-02 7.09321008e-01 1.30402076e-02
-2.56729289e-01 -2.67967000e-02]
[ -1.34592512e-01 -2.38349871e-01 -1.82407271e-01 -1.05783678e-01
5.00258717e-01 -2.28904834e-01 1.93616613e-01 1.68441274e-01
-1.25184114e-02 -1.23079098e-01]
[ 9.76544988e-02 2.26727425e-01 1.58314399e-01 -1.10574484e-01
-3.95191189e-02 5.57074395e-02 -1.27501129e-01 2.81263670e-01
6.04937203e-02 1.63261699e-01]
[ 3.57002327e-01 3.49498159e-01 -7.93074310e-02 3.21737197e-01
-9.08664965e-01 -2.90428106e-01 -4.96230071e-01 1.78113548e-01
3.93776485e-01 -1.78450645e-02]
[ 4.78682596e-02 1.30607114e-01 2.53515244e-01 2.49275065e-01
-6.10628049e-02 -1.96510087e-01 -1.78209117e-01 -1.32946206e-01
-1.38719497e-01 -2.88998762e-01]
[ 2.29795628e-02 -7.02474818e-02 -1.19029894e-01 -5.50713484e-02
2.24408923e-01 4.01774763e-02 -5.44599036e-03 -1.84905583e-01
3.27225521e-02 2.06151184e-01]
[ 1.96383229e-03 -4.86539471e-02 -6.68722203e-02 -5.06957766e-02
-2.97092192e-02 -1.77975588e-01 8.10053777e-02 9.95359337e-03
3.72916132e-02 4.52700109e-03]
[ 3.11189517e-02 8.58502565e-02 2.44584659e-01 7.61571811e-02
-2.38061192e-01 -1.36440387e-01 9.70958780e-02 3.96519896e-02
-1.84175997e-01 1.08245936e-01]
[ 7.20586546e-02 3.68794204e-02 1.07169473e-01 6.17500160e-03
-2.35761989e-01 6.84712945e-02 5.82625884e-02 -2.71064809e-01
-1.86109332e-02 -8.94654612e-02]
[ -1.29240659e-02 9.49193259e-02 8.34186562e-02 -3.47604940e-02
-4.04346608e-02 1.81271638e-01 9.79329055e-02 1.17923992e-01
-2.52690214e-02 1.67302444e-01]
[ 2.24182030e-01 8.48095105e-02 2.97989231e-02 8.43020456e-02
1.77453981e-02 -2.47142060e-02 -1.81432862e-01 1.48683169e-01
-5.17811400e-02 -1.68770638e-02]
[ 4.31331480e-02 6.52659413e-03 1.69806273e-02 4.10556228e-02
-4.18714016e-01 -1.23125369e-01 -2.13052665e-01 4.10060981e-02
1.18729069e-01 1.92218774e-01]
[ 5.84105742e-02 5.22150950e-01 1.27792946e-01 4.35795792e-01
-1.20504424e+00 -3.06587564e-01 -6.03121947e-01 -7.09542018e-02
3.00129989e-01 3.45143283e-01]
[ 1.81455883e-01 5.05397530e-01 6.82016155e-02 4.33648034e-01
-9.80128426e-01 -8.51022853e-02 -4.45247563e-01 1.51444492e-01
2.15581805e-01 4.84977907e-01]
[ 2.57820224e-01 3.28280206e-01 2.48640111e-01 1.56216154e-01
-4.76847137e-01 7.81593098e-02 -2.35413934e-01 1.63144100e-01
2.46048869e-01 8.62528419e-02]
[ -7.39692968e-02 2.27331329e-01 2.41246220e-01 1.65804660e-02
-4.63149955e-02 1.30684713e-01 -1.05928552e-01 -1.52409814e-02
-3.25286161e-02 5.01705793e-02]
[ -1.00791308e-01 -3.13201361e-03 2.38553138e-02 9.07945407e-02
-5.07335887e-02 1.16478147e-01 2.49774445e-01 1.97750822e-02
-2.76715899e-01 -9.58905899e-02]
[ -2.22048159e-01 -3.40476048e-02 -9.40326903e-02 -3.45289036e-01
1.86233948e-01 1.19569515e-01 1.09784786e-01 1.03262995e-01
-2.07840161e-01 3.15674460e-02]
[ 7.68459882e-03 -4.08480251e-01 -1.28615874e-01 -1.64749417e-01
3.82039965e-01 2.65709071e-02 1.97409432e-01 1.52144356e-01
-1.68003476e-01 -2.25664159e-01]
[ 1.11553789e-01 -2.40071062e-01 -1.55846844e-01 -2.39251323e-02
1.65462974e-02 -4.68351122e-02 1.02453978e-01 -1.53977845e-01
1.13123111e-01 -1.58403527e-01]
[ -1.14970243e-01 5.82067179e-02 2.64913254e-01 -2.98473611e-03
1.51093590e-01 7.95195386e-02 5.00047144e-02 -2.97061602e-01
-1.09493686e-01 -5.55032929e-02]
[ -3.51136645e-01 4.69049338e-03 1.33065630e-02 -3.00547930e-02
1.69767287e-01 -1.73479044e-01 2.60595791e-02 2.33915010e-01
-8.84917021e-02 7.11816520e-02]
[ 1.46213517e-01 8.30277477e-03 -2.33351617e-01 -7.89767001e-02
1.09805207e-01 -2.99580218e-01 7.79007756e-02 -1.67292219e-01
3.68264173e-03 -1.84988861e-01]
[ 2.15679019e-01 -1.84102982e-01 6.62675232e-02 -1.67385475e-02
7.85112832e-02 -3.83888303e-02 3.79319271e-02 -1.36308418e-01
1.17903051e-01 -1.73215995e-01]
[ -1.06665104e-01 -8.70242799e-02 1.20911393e-01 1.07555017e-01
4.71672060e-02 -1.13556351e-01 2.67543174e-01 -7.82690121e-02
1.82073577e-01 -5.40110460e-03]
[ -1.89175539e-02 -2.02064895e-01 1.93081757e-01 -2.69332537e-01
-1.17430076e-01 1.22364259e-01 9.40939740e-02 -1.19423449e-01
8.62821164e-03 2.04328081e-01]]
[[ 0.62673419]
[ 1.68843852]
[ 0.24971921]
[ 0.88287 ]
[-2.74330585]
[-0.27212495]
[-1.70583534]
[ 0.06804897]
[ 0.69957243]
[ 0.88693496]]
Progress: 40.0% ... Training loss: 0.273 ... Validation loss: 0.444[[ 1.57774319e-01 2.23050962e-01 -1.06550942e-01 1.03262257e-01
-5.10451298e-01 -6.96873188e-02 -5.83563119e-02 1.20703760e-01
-6.09006487e-02 1.87594837e-01]
[ 1.60856386e-02 1.52449624e-01 -1.83990859e-02 4.94582094e-02
7.34575410e-02 -7.77192918e-03 3.12304837e-01 4.14616889e-02
1.44308386e-01 -2.48948922e-02]
[ 1.88559791e-01 7.58209904e-01 9.67368343e-03 -5.23822545e-02
6.30340147e-01 -1.97528142e-02 -8.56428795e-01 -4.14133398e-02
4.78792845e-02 2.76559235e-01]
[ 3.57103926e-02 -3.74197244e-01 -2.02651160e-01 1.54978729e-01
-1.27215211e-02 1.34866043e-01 2.04528273e-01 6.24765061e-02
1.09438282e-01 2.66683154e-01]
[ -2.51465330e-02 8.78226148e-02 -1.50936695e-01 3.48666843e-02
-2.59045964e-02 -1.78725819e-01 7.27609818e-02 -1.18559457e-01
-2.00116225e-01 -5.05093380e-02]
[ -3.84977930e-01 -6.42298619e-01 -2.96628393e-01 1.65126186e-01
-9.37870925e-02 3.86621701e-02 3.38200947e-01 -3.78469398e-02
-1.81578464e-02 -1.53486693e-02]
[ -9.34677564e-03 -2.43799725e-01 7.66228765e-03 8.53481197e-02
7.32353288e-03 -6.94895071e-02 1.96684064e-01 -1.91460701e-01
1.92563699e-01 2.93755398e-02]
[ 1.05975796e-01 -2.63008617e-01 3.18032780e-02 -7.81252143e-02
4.50866107e-02 -4.69570770e-02 8.84167808e-02 1.18271027e-01
7.51373132e-02 -2.92420604e-02]
[ -1.76760905e-01 -1.53737939e-01 -3.03462331e-01 -2.28690572e-02
-1.71730459e-02 6.95215106e-02 -1.25374569e-01 -2.95735735e-02
2.62672527e-01 -1.35257178e-01]
[ 3.80743061e-02 -4.20969807e-01 8.18249495e-02 6.83982029e-03
-1.13855333e-01 -1.13065022e-01 2.20546171e-01 -1.07290928e-01
7.33996384e-03 8.13841179e-02]
[ -8.59753780e-02 -9.28184098e-02 1.35766282e-03 -1.41554449e-01
-4.45337007e-02 1.63331151e-02 2.15397992e-01 -1.02937295e-01
-1.03630063e-02 -1.24053874e-01]
[ -1.22274252e-01 -1.91352197e-01 -7.05624760e-02 2.76990205e-03
3.63463122e-01 1.00766232e-01 1.46611015e-01 -1.62634630e-02
-1.69800159e-01 -2.13902623e-01]
[ -1.58091168e-01 2.91093349e-03 6.13786151e-02 2.01911800e-02
-1.69852711e-01 -2.19190235e-01 -1.75706676e-01 -1.97170577e-01
8.54595130e-02 1.72236365e-01]
[ -2.72202063e-01 -3.33468993e-01 9.95156508e-02 2.28834685e-01
-1.30372111e-01 -6.89756135e-02 8.05761331e-02 -2.59539564e-01
-2.60308555e-01 -7.23547149e-02]
[ 1.04241010e-01 -1.86828770e-01 -2.13687643e-02 1.21065930e-01
-5.91644859e-02 -8.92888128e-02 2.37545023e-01 3.14702399e-03
2.89334211e-02 6.93905395e-03]
[ 3.81905561e-02 -1.06798647e-01 -2.10027575e-01 1.53730711e-01
-6.63649604e-02 8.23550029e-02 -3.39558249e-02 -1.97581070e-02
-8.74853553e-02 -2.64716781e-03]
[ -1.22596462e-01 -8.66416484e-02 -2.02755991e-01 1.55189944e-01
1.35170719e-02 1.34588962e-01 1.86658229e-02 -2.50643235e-01
7.05079218e-02 -1.98671573e-01]
[ -6.87563403e-02 -5.13591544e-02 2.75353974e-01 9.97616424e-02
1.20055106e-01 -6.12181722e-02 -1.14404641e-01 1.20555705e-01
7.49513854e-02 3.65867145e-02]
[ 5.93467241e-02 -1.98687496e-02 8.81976058e-02 8.96951780e-02
4.13835788e-02 -1.71152804e-02 2.15062120e-01 1.20391989e-01
-2.63614523e-02 -5.91139519e-02]
[ 1.19837424e-02 -1.42293067e-01 -2.90711595e-01 -4.77126050e-02
1.23084827e-01 -9.36676979e-02 1.42056492e-01 1.63403134e-01
1.11233352e-01 -2.62978340e-02]
[ 4.82659341e-02 -2.67933235e-02 -1.16093970e-01 4.55306529e-02
-1.10286274e-01 3.21065808e-01 2.68418201e-01 2.04575520e-01
-1.59184123e-01 -6.04352363e-02]
[ 2.60275036e-03 -7.49293957e-03 1.23126979e-01 1.06883822e-01
1.95032461e-03 1.05069147e-01 -1.10692854e-01 -4.17192970e-02
2.15292895e-01 8.03048151e-02]
[ 1.15711782e-01 8.70447403e-02 -4.26742622e-02 -9.01638758e-02
-1.14473140e-01 -3.32188392e-01 1.08736078e-01 9.16505081e-03
1.49191219e-01 9.65901498e-02]
[ -1.02549561e-01 -3.40657048e-02 -1.60352215e-02 2.14310755e-02
-3.52793681e-03 -2.03990709e-01 -6.70256044e-02 -2.01451405e-02
1.58877420e-02 1.25953757e-01]
[ -1.59401205e-01 -1.20468211e-01 -2.03046424e-01 -2.01918250e-02
-2.77172264e-01 3.14704007e-04 4.90331074e-02 -2.52978295e-02
-9.51919264e-03 4.23027274e-02]
[ -3.17653962e-02 -1.20805810e-01 -7.53839522e-02 -1.27806162e-01
5.32411947e-01 2.76085371e-01 5.89738692e-01 1.12941477e-01
-1.82541096e-01 -3.79766427e-01]
[ -1.99072434e-02 -4.30247125e-01 -3.17042654e-02 -7.68471003e-02
6.69644439e-01 1.01682810e-01 5.60411877e-01 9.10903212e-02
2.69936270e-02 -3.90856230e-01]
[ 1.00826926e-02 -4.79548927e-01 -4.38930197e-02 -1.07920152e-01
6.78205102e-01 2.35037271e-02 5.21391159e-01 4.85360789e-02
-3.64902567e-01 -2.20708488e-01]
[ -1.74619961e-01 -6.24832563e-01 -1.08308110e-02 -2.07162805e-01
7.80838070e-01 -8.99384607e-02 6.50008387e-01 -8.33282427e-02
-7.05885647e-02 8.13663775e-02]
[ -2.98157649e-01 -4.39587309e-01 5.48890945e-02 -4.92726690e-02
9.15857453e-01 1.42448285e-01 4.53794194e-01 4.73799902e-02
-9.01029812e-02 -1.37948180e-01]
[ -2.06814463e-01 -3.26533839e-01 2.51541911e-01 -2.41989376e-01
6.63026741e-01 -4.49121027e-02 7.09227788e-01 1.30466350e-02
-2.56670408e-01 -2.67130424e-02]
[ -1.34668133e-01 -2.38485022e-01 -1.82438465e-01 -1.05895483e-01
5.00549059e-01 -2.28874780e-01 1.93676001e-01 1.68432502e-01
-1.26043925e-02 -1.23188563e-01]
[ 9.83187717e-02 2.28266213e-01 1.58574463e-01 -1.09631234e-01
-4.18094181e-02 5.54294793e-02 -1.29022629e-01 2.81328257e-01
6.13090438e-02 1.64218690e-01]
[ 3.56121062e-01 3.47308401e-01 -7.97099869e-02 3.20340225e-01
-9.04393866e-01 -2.90014736e-01 -4.94324725e-01 1.78005416e-01
3.92733628e-01 -1.91675285e-02]
[ 4.77268269e-02 1.30477410e-01 2.53465485e-01 2.49055309e-01
-6.05155820e-02 -1.96434871e-01 -1.78019910e-01 -1.32964238e-01
-1.38901607e-01 -2.89235370e-01]
[ 2.31002568e-02 -6.98932695e-02 -1.18981838e-01 -5.49158320e-02
2.23841838e-01 4.01372511e-02 -5.81875922e-03 -1.84895066e-01
3.28552722e-02 2.06320823e-01]
[ 1.65217738e-03 -4.93697117e-02 -6.69987767e-02 -5.11536125e-02
-2.84179769e-02 -1.77839700e-01 8.17971518e-02 9.91934047e-03
3.69410302e-02 4.09081723e-03]
[ 3.14627376e-02 8.68789662e-02 2.44734502e-01 7.66943675e-02
-2.39608113e-01 -1.36605746e-01 9.62543240e-02 3.96929558e-02
-1.83768751e-01 1.08747458e-01]
[ 7.22839683e-02 3.75603516e-02 1.07243951e-01 6.51080052e-03
-2.36791796e-01 6.83528345e-02 5.77715475e-02 -2.71040318e-01
-1.83214106e-02 -8.91227214e-02]
[ -1.29369261e-02 9.47058865e-02 8.34259769e-02 -3.47653947e-02
-4.00455964e-02 1.81272822e-01 9.81094370e-02 1.17923775e-01
-2.52770748e-02 1.67291036e-01]
[ 2.23559303e-01 8.31609711e-02 2.95549139e-02 8.34001804e-02
2.03305796e-02 -2.44538877e-02 -1.79886093e-01 1.48614287e-01
-5.24480087e-02 -1.77468427e-02]
[ 4.28543379e-02 5.85799274e-03 1.68702018e-02 4.06457434e-02
-4.17606507e-01 -1.23018229e-01 -2.12404794e-01 4.09759799e-02
1.18410481e-01 1.91812868e-01]
[ 5.82208787e-02 5.21161055e-01 1.27720034e-01 4.35574735e-01
-1.20536644e+00 -3.06459504e-01 -6.02253975e-01 -7.09794870e-02
2.99921196e-01 3.44998023e-01]
[ 1.80716759e-01 5.03638532e-01 6.79162007e-02 4.32721513e-01
-9.78504797e-01 -8.47848048e-02 -4.43234595e-01 1.51366853e-01
2.14874305e-01 4.84021780e-01]
[ 2.58187029e-01 3.29257380e-01 2.48783813e-01 1.56722001e-01
-4.78491900e-01 7.80000595e-02 -2.36358228e-01 1.63179211e-01
2.46454585e-01 8.67379040e-02]
[ -7.41794357e-02 2.26798358e-01 2.41166208e-01 1.62894566e-02
-4.54340220e-02 1.30775970e-01 -1.05378912e-01 -1.52633210e-02
-3.27621513e-02 4.98906509e-02]
[ -1.00425075e-01 -2.26504711e-03 2.40091530e-02 9.13432255e-02
-5.25650351e-02 1.16307520e-01 2.48888066e-01 1.98185369e-02
-2.76275796e-01 -9.53304544e-02]
[ -2.21766896e-01 -3.32787652e-02 -9.39172081e-02 -3.44892603e-01
1.84980235e-01 1.19446645e-01 1.08985428e-01 1.03294350e-01
-2.07523559e-01 3.19532749e-02]
[ 7.57319691e-03 -4.08637768e-01 -1.28665407e-01 -1.64948576e-01
3.82457497e-01 2.66238821e-02 1.97549193e-01 1.52130161e-01
-1.68147429e-01 -2.25827229e-01]
[ 1.10666687e-01 -2.42868242e-01 -1.56236702e-01 -2.51625187e-02
1.94161336e-02 -4.64098462e-02 1.05582776e-01 -1.54087713e-01
1.12151320e-01 -1.59450906e-01]
[ -1.14926067e-01 5.77779369e-02 2.64952492e-01 -2.85135376e-03
1.50539322e-01 7.94700530e-02 5.03950224e-02 -2.97049136e-01
-1.09380382e-01 -5.53499574e-02]
[ -3.50700443e-01 5.56320947e-03 1.35088710e-02 -2.93524074e-02
1.68263381e-01 -1.73701576e-01 2.50858040e-02 2.33954124e-01
-8.79323060e-02 7.17603105e-02]
[ 1.46108615e-01 7.12383608e-03 -2.33369254e-01 -7.90321563e-02
1.09101810e-01 -2.99601107e-01 7.88721822e-02 -1.67290607e-01
3.66321208e-03 -1.85091468e-01]
[ 2.16797483e-01 -1.81801616e-01 6.67465167e-02 -1.50526640e-02
7.43668079e-02 -3.88650683e-02 3.54377173e-02 -1.36180852e-01
1.19201438e-01 -1.71619296e-01]
[ -1.06791503e-01 -8.72858189e-02 1.20855480e-01 1.07377775e-01
4.71639029e-02 -1.13474905e-01 2.67751704e-01 -7.82863716e-02
1.81905241e-01 -5.61717883e-03]
[ -1.96799790e-02 -2.03905616e-01 1.92718706e-01 -2.70618589e-01
-1.14866692e-01 1.22712351e-01 9.56354282e-02 -1.19521469e-01
7.82246617e-03 2.03259493e-01]]
[[ 0.6241993 ]
[ 1.68547228]
[ 0.24886854]
[ 0.8814729 ]
[-2.73996984]
[-0.27110092]
[-1.70271692]
[ 0.06804423]
[ 0.69748738]
[ 0.88445166]]
Progress: 40.0% ... Training loss: 0.274 ... Validation loss: 0.448[[ 1.61278894e-01 2.32710750e-01 -1.05183800e-01 1.08199835e-01
-5.23946396e-01 -7.11215783e-02 -6.83330764e-02 1.21060376e-01
-5.69749404e-02 1.92243905e-01]
[ 1.60488206e-02 1.52354795e-01 -1.84205781e-02 4.93814002e-02
7.36158289e-02 -7.74856561e-03 3.12358214e-01 4.14561875e-02
1.44258067e-01 -2.49605322e-02]
[ 1.92066373e-01 7.66538822e-01 1.09946594e-02 -4.76485497e-02
6.18181677e-01 -2.12313737e-02 -8.65178210e-01 -4.10563846e-02
5.15910980e-02 2.81211379e-01]
[ 3.84872157e-02 -3.68233589e-01 -2.01444508e-01 1.59283749e-01
-2.30150465e-02 1.33670099e-01 1.98055213e-01 6.28210955e-02
1.12541186e-01 2.70840725e-01]
[ -2.05377748e-02 9.89372662e-02 -1.49182614e-01 4.13333879e-02
-4.41768560e-02 -1.80735760e-01 6.13378324e-02 -1.18089966e-01
-1.94998507e-01 -4.41497136e-02]
[ -3.84343622e-01 -6.40410647e-01 -2.96369889e-01 1.66028655e-01
-9.69598486e-02 3.83425985e-02 3.35957272e-01 -3.77778108e-02
-1.74429935e-02 -1.45983656e-02]
[ -7.57937959e-03 -2.39241863e-01 8.37438925e-03 8.78160073e-02
-3.72019217e-04 -7.02034529e-02 1.91927382e-01 -1.91299545e-01
1.94596233e-01 3.17930688e-02]
[ 1.07515390e-01 -2.58410460e-01 3.24071014e-02 -7.59041155e-02
3.82444306e-02 -4.76357865e-02 8.39784387e-02 1.18435253e-01
7.68450622e-02 -2.71852377e-02]
[ -1.77111201e-01 -1.54715837e-01 -3.03565271e-01 -2.32605862e-02
-1.58137843e-02 6.96478261e-02 -1.24706593e-01 -2.96090265e-02
2.62469002e-01 -1.35788191e-01]
[ 4.02839737e-02 -4.13847627e-01 8.27109800e-02 9.91359613e-03
-1.24825026e-01 -1.14024132e-01 2.13234131e-01 -1.07093963e-01
9.90298671e-03 8.40845033e-02]
[ -8.51128508e-02 -9.13405829e-02 1.70022847e-03 -1.40285253e-01
-4.74665725e-02 1.59569755e-02 2.13441332e-01 -1.02840108e-01
-9.34290265e-03 -1.22872066e-01]
[ -1.21755445e-01 -1.89886111e-01 -7.03195830e-02 3.62685753e-03
3.61014460e-01 1.00515571e-01 1.45108991e-01 -1.61985562e-02
-1.69131675e-01 -2.13091174e-01]
[ -1.58091168e-01 2.91093349e-03 6.13786151e-02 2.01911800e-02
-1.69852711e-01 -2.19190235e-01 -1.75706676e-01 -1.97170577e-01
8.54595130e-02 1.72236365e-01]
[ -2.72022938e-01 -3.33181134e-01 9.96099170e-02 2.29149552e-01
-1.31228624e-01 -6.90735394e-02 8.01717303e-02 -2.59514324e-01
-2.60046256e-01 -7.20627852e-02]
[ 1.03573666e-01 -1.88017256e-01 -2.16493811e-02 1.20108510e-01
-5.70953683e-02 -8.90275212e-02 2.38865106e-01 3.07478707e-03
2.81677083e-02 5.91954980e-03]
[ 3.88299633e-02 -1.05301872e-01 -2.09782809e-01 1.54590543e-01
-6.98460617e-02 8.20742622e-02 -3.57052083e-02 -1.96900613e-02
-8.67685232e-02 -1.85282591e-03]
[ -1.20753404e-01 -8.18741750e-02 -2.02019327e-01 1.57774490e-01
6.46977764e-03 1.33820984e-01 1.36073576e-02 -2.50473280e-01
7.25880990e-02 -1.96148057e-01]
[ -6.87521034e-02 -5.13923346e-02 2.75360679e-01 9.97692855e-02
1.20059545e-01 -6.12198759e-02 -1.14389984e-01 1.20556484e-01
7.49526663e-02 3.65854819e-02]
[ 5.94583261e-02 -1.92684530e-02 8.82576470e-02 8.98709167e-02
4.06716012e-02 -1.71645428e-02 2.14621263e-01 1.20406635e-01
-2.62198476e-02 -5.88974572e-02]
[ 1.27811766e-02 -1.40270137e-01 -2.90407511e-01 -4.66231606e-02
1.19948581e-01 -9.40113623e-02 1.39942014e-01 1.63482295e-01
1.12125734e-01 -2.53791599e-02]
[ 4.81744505e-02 -2.67887152e-02 -1.16159127e-01 4.53830595e-02
-1.10039983e-01 3.21116346e-01 2.68411891e-01 2.04561511e-01
-1.59315200e-01 -6.05994759e-02]
[ 3.60919579e-03 -4.89734101e-03 1.23548368e-01 1.08374533e-01
-2.39578589e-03 1.04634810e-01 -1.13257296e-01 -4.16042091e-02
2.16433823e-01 8.17901262e-02]
[ 1.15980046e-01 8.82216920e-02 -4.25917330e-02 -8.97894368e-02
-1.14824551e-01 -3.32281196e-01 1.07738080e-01 9.19230139e-03
1.49505739e-01 9.68917792e-02]
[ -1.02897392e-01 -3.58331248e-02 -1.61372981e-02 2.10587970e-02
-2.96222434e-03 -2.03893640e-01 -6.59719554e-02 -2.01767513e-02
1.56786989e-02 1.25508769e-01]
[ -1.59553118e-01 -1.20365524e-01 -2.03077530e-01 -2.04118280e-02
-2.76478397e-01 3.88307307e-04 4.92103320e-02 -2.53210816e-02
-9.71177400e-03 4.20944369e-02]
[ -3.16532044e-02 -1.20622670e-01 -7.53389617e-02 -1.27639031e-01
5.31934225e-01 2.76036099e-01 5.89604129e-01 1.12953862e-01
-1.82420284e-01 -3.79644226e-01]
[ -1.95764399e-02 -4.29606202e-01 -3.15642562e-02 -7.63316325e-02
6.68201739e-01 1.01524861e-01 5.59741739e-01 9.11301803e-02
2.73962358e-02 -3.90368726e-01]
[ 1.01814506e-02 -4.79338220e-01 -4.38536138e-02 -1.07779754e-01
6.77879183e-01 2.34618442e-02 5.21158098e-01 4.85470047e-02
-3.64795238e-01 -2.20568663e-01]
[ -1.74227425e-01 -6.24239169e-01 -1.06749410e-02 -2.06605978e-01
7.79342394e-01 -9.01122740e-02 6.49269716e-01 -8.32856188e-02
-7.01640785e-02 8.19279139e-02]
[ -2.98057847e-01 -4.39529881e-01 5.49403933e-02 -4.91065103e-02
9.15651576e-01 1.42401052e-01 4.53581755e-01 4.73933764e-02
-8.99721918e-02 -1.37767139e-01]
[ -2.06930064e-01 -3.26737267e-01 2.51500450e-01 -2.42138196e-01
6.63488046e-01 -4.48647807e-02 7.09331499e-01 1.30357832e-02
-2.56798147e-01 -2.68657589e-02]
[ -1.34768647e-01 -2.38447850e-01 -1.82462072e-01 -1.05979226e-01
5.00766389e-01 -2.28844171e-01 1.93701011e-01 1.68425272e-01
-1.26627268e-02 -1.23323444e-01]
[ 9.87732606e-02 2.29391984e-01 1.58747050e-01 -1.08951810e-01
-4.39324300e-02 5.52355187e-02 -1.30227355e-01 2.81367655e-01
6.18602358e-02 1.64742774e-01]
[ 3.55802190e-01 3.47004647e-01 -7.98026626e-02 3.19991192e-01
-9.04206651e-01 -2.89906511e-01 -4.93689400e-01 1.77977093e-01
3.92440162e-01 -1.95423364e-02]
[ 4.77618083e-02 1.30698784e-01 2.53469517e-01 2.49055694e-01
-6.07668596e-02 -1.96442835e-01 -1.78354298e-01 -1.32962573e-01
-1.38883014e-01 -2.89205144e-01]
[ 2.24979559e-02 -7.11716929e-02 -1.19242745e-01 -5.58276970e-02
2.26078436e-01 4.04054820e-02 -4.47193232e-03 -1.84966010e-01
3.21232671e-02 2.05431286e-01]
[ 2.20031372e-03 -4.77642185e-02 -6.67669034e-02 -5.03295461e-02
-3.10277321e-02 -1.78075523e-01 8.02621911e-02 9.98239948e-03
3.75860657e-02 4.91665616e-03]
[ 3.24778937e-02 8.91859090e-02 2.45143878e-01 7.81034590e-02
-2.43248673e-01 -1.37030181e-01 9.36149794e-02 3.97998542e-02
-1.82646054e-01 1.10033131e-01]
[ 7.24105575e-02 3.79757944e-02 1.07291195e-01 6.68318234e-03
-2.37130538e-01 6.83088648e-02 5.74068629e-02 -2.71037056e-01
-1.82177940e-02 -8.89881583e-02]
[ -1.23590034e-02 9.60043209e-02 8.36448670e-02 -3.39789581e-02
-4.24010482e-02 1.81028802e-01 9.66895168e-02 1.17979057e-01
-2.46498274e-02 1.68034378e-01]
[ 2.24424171e-01 8.54621866e-02 2.98937078e-02 8.46549848e-02
1.64318935e-02 -2.48412134e-02 -1.82375580e-01 1.48706001e-01
-5.14463620e-02 -1.64815775e-02]
[ 4.30276931e-02 6.66241844e-03 1.69676292e-02 4.09098396e-02
-4.18546377e-01 -1.23095164e-01 -2.13031615e-01 4.09984540e-02
1.18660399e-01 1.92061942e-01]
[ 5.81572089e-02 5.20641738e-01 1.27683708e-01 4.35446897e-01
-1.20511735e+00 -3.06459837e-01 -6.01938219e-01 -7.09969774e-02
2.99921383e-01 3.44845540e-01]
[ 1.80791370e-01 5.03780439e-01 6.79412797e-02 4.32820450e-01
-9.78166177e-01 -8.48023894e-02 -4.43518595e-01 1.51373372e-01
2.14977209e-01 4.84047376e-01]
[ 2.58408130e-01 3.29827322e-01 2.48878770e-01 1.57054835e-01
-4.79491692e-01 7.79025373e-02 -2.36955700e-01 1.63203821e-01
2.46697026e-01 8.70694980e-02]
[ -7.41207041e-02 2.26964585e-01 2.41189127e-01 1.63764487e-02
-4.56888507e-02 1.30749225e-01 -1.05532926e-01 -1.52567140e-02
-3.26954935e-02 4.99770108e-02]
[ -1.00816012e-01 -2.79549339e-03 2.38552700e-02 9.07836545e-02
-5.12475312e-02 1.16480719e-01 2.49532272e-01 1.97746715e-02
-2.76706491e-01 -9.58758605e-02]
[ -2.21592983e-01 -3.28416766e-02 -9.38604961e-02 -3.44714600e-01
1.84336115e-01 1.19381049e-01 1.08472627e-01 1.03311279e-01
-2.07350920e-01 3.21497128e-02]
[ 7.39814836e-03 -4.08853332e-01 -1.28736524e-01 -1.65201214e-01
3.83102597e-01 2.67027473e-02 1.97859126e-01 1.52110323e-01
-1.68344383e-01 -2.26073915e-01]
[ 1.11485518e-01 -2.39811590e-01 -1.55892014e-01 -2.39245188e-02
1.54025179e-02 -4.67469554e-02 1.02504650e-01 -1.54006000e-01
1.13205067e-01 -1.58260983e-01]
[ -1.13998537e-01 5.93948714e-02 2.65330890e-01 -1.53654411e-03
1.47539015e-01 7.90998476e-02 4.85180914e-02 -2.96955249e-01
-1.08296571e-01 -5.40206800e-02]
[ -3.48886288e-01 9.93111124e-03 1.42425382e-02 -2.66922494e-02
1.61329482e-01 -1.74497493e-01 2.03705647e-02 2.34147134e-01
-8.58739776e-02 7.41330466e-02]
[ 1.45395645e-01 5.51698510e-03 -2.33655787e-01 -8.01021497e-02
1.11687468e-01 -2.99288295e-01 8.05882948e-02 -1.67371175e-01
2.79727023e-03 -1.86171048e-01]
[ 2.17283222e-01 -1.80752477e-01 6.69559399e-02 -1.42820664e-02
7.20174978e-02 -3.91019690e-02 3.43855004e-02 -1.36122110e-01
1.19776973e-01 -1.70888678e-01]
[ -1.07521000e-01 -8.89420297e-02 1.20550377e-01 1.06282819e-01
4.97022527e-02 -1.13180825e-01 2.69313872e-01 -7.83694591e-02
1.81076011e-01 -6.72679691e-03]
[ -1.86927661e-02 -2.00667088e-01 1.93115656e-01 -2.69237278e-01
-1.20044795e-01 1.22259678e-01 9.23089378e-02 -1.19426107e-01
8.99782846e-03 2.04519779e-01]]
[[ 0.63694862]
[ 1.69676543]
[ 0.25916025]
[ 0.89475892]
[-2.7268591 ]
[-0.26016655]
[-1.69101987]
[ 0.07934913]
[ 0.70884831]
[ 0.89982343]]
Progress: 40.0% ... Training loss: 0.271 ... Validation loss: 0.443[[ 1.61969585e-01 2.34325513e-01 -1.04909570e-01 1.09035886e-01
-5.24341526e-01 -7.14604575e-02 -6.96417908e-02 1.21142341e-01
-5.62788663e-02 1.93329823e-01]
[ 1.69648186e-02 1.54624142e-01 -1.80463325e-02 5.06469368e-02
7.03766252e-02 -8.11688335e-03 3.10026195e-01 4.15698476e-02
1.45262422e-01 -2.36959239e-02]
[ 1.91728031e-01 7.66147726e-01 1.09012728e-02 -4.78911894e-02
6.19820558e-01 -2.12597010e-02 -8.64740529e-01 -4.10752637e-02
5.13191074e-02 2.80686406e-01]
[ 3.90114156e-02 -3.67819321e-01 -2.01169952e-01 1.60018822e-01
-2.65114967e-02 1.33453848e-01 1.97545871e-01 6.29113734e-02
1.13082321e-01 2.71697032e-01]
[ -2.25339750e-02 9.44850568e-02 -1.50105809e-01 3.84345103e-02
-3.65255979e-02 -1.79869136e-01 6.61395038e-02 -1.18355927e-01
-1.97243722e-01 -4.73441922e-02]
[ -3.83713804e-01 -6.38958546e-01 -2.96117428e-01 1.66783484e-01
-9.86013729e-02 3.80901697e-02 3.34466654e-01 -3.77033691e-02
-1.67907914e-02 -1.36145942e-02]
[ -6.21845513e-03 -2.35637789e-01 8.89190193e-03 8.96716437e-02
-5.06368496e-03 -7.07618722e-02 1.88469155e-01 -1.91148973e-01
1.96039751e-01 3.36258449e-02]
[ 1.08913877e-01 -2.54739321e-01 3.29835957e-02 -7.39168803e-02
3.31655053e-02 -4.82512561e-02 8.05093285e-02 1.18611034e-01
7.82980002e-02 -2.54040059e-02]
[ -1.78897824e-01 -1.59260637e-01 -3.04267202e-01 -2.57685365e-02
-9.02766644e-03 7.03558030e-02 -1.20084286e-01 -2.98291582e-02
2.60621957e-01 -1.38264116e-01]
[ 4.08392577e-02 -4.12119581e-01 8.28693141e-02 1.04638277e-02
-1.25394425e-01 -1.14231937e-01 2.11925556e-01 -1.07059985e-01
1.04334154e-02 8.47002505e-02]
[ -8.46800674e-02 -8.99451990e-02 1.92974701e-03 -1.39636072e-01
-4.89594158e-02 1.57175129e-02 2.12115025e-01 -1.02777426e-01
-8.86485196e-03 -1.22217792e-01]
[ -1.21140905e-01 -1.88827027e-01 -7.00628992e-02 4.51719524e-03
3.58450705e-01 1.00244498e-01 1.43948224e-01 -1.61145540e-02
-1.68438541e-01 -2.12239342e-01]
[ -1.58091168e-01 2.91093349e-03 6.13786151e-02 2.01911800e-02
-1.69852711e-01 -2.19190235e-01 -1.75706676e-01 -1.97170577e-01
8.54595130e-02 1.72236365e-01]
[ -2.71633882e-01 -3.32075731e-01 9.97323623e-02 2.29601477e-01
-1.33098597e-01 -6.92118147e-02 7.89238898e-02 -2.59473767e-01
-2.59714392e-01 -7.15485679e-02]
[ 1.04183548e-01 -1.86969249e-01 -2.13934712e-02 1.20895163e-01
-5.80491105e-02 -8.92646827e-02 2.37765917e-01 3.14997303e-03
2.88532491e-02 6.80371625e-03]
[ 3.82708691e-02 -1.06487482e-01 -2.10001804e-01 1.53785754e-01
-6.77883195e-02 8.22903845e-02 -3.44058378e-02 -1.97599621e-02
-8.73871539e-02 -2.58875012e-03]
[ -1.20171578e-01 -8.04205503e-02 -2.01808808e-01 1.58555798e-01
4.38703423e-03 1.33588336e-01 1.23025150e-02 -2.50414092e-01
7.31826187e-02 -1.95462842e-01]
[ -6.89168009e-02 -5.18390417e-02 2.75287477e-01 9.94802268e-02
1.20847663e-01 -6.11588491e-02 -1.13918560e-01 1.20534346e-01
7.47299416e-02 3.63601641e-02]
[ 6.01687255e-02 -1.71460740e-02 8.85364464e-02 9.08838360e-02
3.81930255e-02 -1.74525083e-02 2.12520649e-01 1.20488239e-01
-2.54309421e-02 -5.78854150e-02]
[ 1.26539353e-02 -1.40551947e-01 -2.90491475e-01 -4.69070969e-02
1.20877126e-01 -9.39572379e-02 1.39930051e-01 1.63458695e-01
1.11913774e-01 -2.56045085e-02]
[ 4.91018197e-02 -2.45423427e-02 -1.15749340e-01 4.67926015e-02
-1.13694549e-01 3.20715423e-01 2.66307414e-01 2.04681748e-01
-1.58268042e-01 -5.92541609e-02]
[ 4.17213614e-03 -3.40709736e-03 1.23790336e-01 1.09199391e-01
-4.54235671e-03 1.04370559e-01 -1.14353226e-01 -4.15247576e-02
2.17049901e-01 8.24301397e-02]
[ 1.15080993e-01 8.58767720e-02 -4.29519208e-02 -9.10697215e-02
-1.11293804e-01 -3.31922013e-01 1.09901339e-01 9.07909391e-03
1.48567996e-01 9.56442619e-02]
[ -1.03705614e-01 -3.75285038e-02 -1.64526087e-02 1.99277324e-02
-2.70247804e-04 -2.03566399e-01 -6.40406640e-02 -2.02777986e-02
1.48297998e-02 1.24373375e-01]
[ -1.59173674e-01 -1.19694614e-01 -2.02900761e-01 -1.98001500e-02
-2.77915353e-01 2.13493428e-04 4.85141939e-02 -2.52667498e-02
-9.23426947e-03 4.27048236e-02]
[ -3.16771169e-02 -1.20736843e-01 -7.53490628e-02 -1.27676233e-01
5.32161532e-01 2.76045689e-01 5.89754399e-01 1.12950449e-01
-1.82432751e-01 -3.79691820e-01]
[ -1.94941578e-02 -4.29427746e-01 -3.15297259e-02 -7.62148217e-02
6.67898711e-01 1.01492337e-01 5.59537239e-01 9.11406216e-02
2.74902759e-02 -3.90250978e-01]
[ 1.02021718e-02 -4.79563084e-01 -4.38440387e-02 -1.07726804e-01
6.77654635e-01 2.34366717e-02 5.21303000e-01 4.85531839e-02
-3.64750322e-01 -2.20518380e-01]
[ -1.74302338e-01 -6.24320870e-01 -1.07155337e-02 -2.06727369e-01
7.79797699e-01 -9.00754526e-02 6.49364030e-01 -8.32983615e-02
-7.02657082e-02 8.18134079e-02]
[ -2.98402738e-01 -4.40273042e-01 5.48000360e-02 -4.96001657e-02
9.16827439e-01 1.42541217e-01 4.54432319e-01 4.73521256e-02
-9.03474197e-02 -1.38173882e-01]
[ -2.06888790e-01 -3.26637672e-01 2.51517485e-01 -2.42080859e-01
6.63339269e-01 -4.48826018e-02 7.09251307e-01 1.30406697e-02
-2.56753852e-01 -2.68089587e-02]
[ -1.34774845e-01 -2.38366468e-01 -1.82470196e-01 -1.05990354e-01
5.00808790e-01 -2.28835264e-01 1.93622151e-01 1.68422046e-01
-1.26829839e-02 -1.23325587e-01]
[ 9.87271572e-02 2.29809201e-01 1.58730082e-01 -1.09038117e-01
-4.41319631e-02 5.52545407e-02 -1.30369244e-01 2.81358442e-01
6.17850214e-02 1.64726811e-01]
[ 3.56622164e-01 3.48765822e-01 -7.94434791e-02 3.21120862e-01
-9.06385717e-01 -2.90253199e-01 -4.95457751e-01 1.78080492e-01
3.93313084e-01 -1.83360871e-02]
[ 4.78960054e-02 1.30897505e-01 2.53531985e-01 2.49230902e-01
-6.12798949e-02 -1.96492842e-01 -1.78591456e-01 -1.32945749e-01
-1.38719238e-01 -2.89028707e-01]
[ 2.29032164e-02 -7.04729784e-02 -1.19087787e-01 -5.52557795e-02
2.24550105e-01 4.02369500e-02 -5.29462250e-03 -1.84920437e-01
3.25556653e-02 2.06012290e-01]
[ 1.89725580e-03 -4.85117085e-02 -6.68751452e-02 -5.07270155e-02
-3.01518594e-02 -1.77953349e-01 8.09139085e-02 9.93860465e-03
3.73032150e-02 4.47500775e-03]
[ 3.17257306e-02 8.76578152e-02 2.44797772e-01 7.69235903e-02
-2.40015337e-01 -1.36714980e-01 9.52314486e-02 3.96941393e-02
-1.83557677e-01 1.08851648e-01]
[ 7.26624728e-02 3.88756380e-02 1.07376656e-01 7.04046988e-03
-2.38290344e-01 6.82090698e-02 5.65003607e-02 -2.71010223e-01
-1.79112395e-02 -8.86877559e-02]
[ -1.18674428e-02 9.73718343e-02 8.38619182e-02 -3.32179582e-02
-4.39623691e-02 1.80808813e-01 9.53800091e-02 1.18042673e-01
-2.41210502e-02 1.68785584e-01]
[ 2.24523726e-01 8.57451589e-02 2.99298844e-02 8.48012433e-02
1.60665755e-02 -2.48907423e-02 -1.82487648e-01 1.48719095e-01
-5.13299956e-02 -1.63601802e-02]
[ 4.32224480e-02 7.17139401e-03 1.70492219e-02 4.11849591e-02
-4.19253840e-01 -1.23173218e-01 -2.13531267e-01 4.10229611e-02
1.18881980e-01 1.92309314e-01]
[ 5.80078510e-02 5.19951898e-01 1.27638035e-01 4.35270126e-01
-1.20483630e+00 -3.06429334e-01 -6.01300757e-01 -7.10062802e-02
2.99862964e-01 3.44651756e-01]
[ 1.81387780e-01 5.05349477e-01 6.81970975e-02 4.33636600e-01
-9.80440610e-01 -8.50643208e-02 -4.44909944e-01 1.51452327e-01
2.15574364e-01 4.84780790e-01]
[ 2.58330647e-01 3.29605910e-01 2.48831425e-01 1.56886791e-01
-4.78952524e-01 7.79471749e-02 -2.36788574e-01 1.63189144e-01
2.46573337e-01 8.69197816e-02]
[ -7.41420825e-02 2.26913216e-01 2.41180038e-01 1.63485460e-02
-4.56236475e-02 1.30757706e-01 -1.05483763e-01 -1.52585810e-02
-3.27181676e-02 4.99378231e-02]
[ -1.00482536e-01 -2.05560637e-03 2.39889468e-02 9.12281083e-02
-5.20787959e-02 1.16346244e-01 2.48642269e-01 1.98165146e-02
-2.76347636e-01 -9.53897375e-02]
[ -2.21594193e-01 -3.29241602e-02 -9.38653134e-02 -3.44716872e-01
1.84383146e-01 1.19379077e-01 1.08534986e-01 1.03310956e-01
-2.07362978e-01 3.21401894e-02]
[ 7.33004343e-03 -4.08989723e-01 -1.28762098e-01 -1.65313615e-01
3.83529991e-01 2.67353956e-02 1.98081854e-01 1.52100360e-01
-1.68428295e-01 -2.26178207e-01]
[ 1.12511950e-01 -2.36947158e-01 -1.55504550e-01 -2.25191562e-02
1.12778621e-02 -4.71362799e-02 9.97988578e-02 -1.53904378e-01
1.14291614e-01 -1.56903907e-01]
[ -1.12735137e-01 6.19646888e-02 2.65839475e-01 2.24230231e-04
1.43247023e-01 7.85718180e-02 4.57416910e-02 -2.96785168e-01
-1.06878614e-01 -5.23499362e-02]
[ -3.49468006e-01 8.55163406e-03 1.39939418e-02 -2.75493036e-02
1.63801543e-01 -1.74259934e-01 2.17238107e-02 2.34069179e-01
-8.65492955e-02 7.32679156e-02]
[ 1.44309878e-01 2.58743390e-03 -2.34095841e-01 -8.16526805e-02
1.16095628e-01 -2.98885397e-01 8.36105353e-02 -1.67502642e-01
1.58636560e-03 -1.87720058e-01]
[ 2.16419761e-01 -1.83202452e-01 6.65844826e-02 -1.55886249e-02
7.57783306e-02 -3.87605275e-02 3.68364737e-02 -1.36236920e-01
1.18765019e-01 -1.72222236e-01]
[ -1.06124781e-01 -8.56616431e-02 1.21159770e-01 1.08194468e-01
4.52939233e-02 -1.13754677e-01 2.65981242e-01 -7.81906201e-02
1.82589071e-01 -4.71007054e-03]
[ -1.82452627e-02 -1.98440206e-01 1.93314857e-01 -2.68511170e-01
-1.22486869e-01 1.22050646e-01 9.05016523e-02 -1.19371756e-01
9.58005335e-03 2.05344787e-01]]
[[ 0.64248746]
[ 1.69968774]
[ 0.26577694]
[ 0.90171762]
[-2.72427958]
[-0.25295506]
[-1.6831681 ]
[ 0.08415775]
[ 0.71516653]
[ 0.90564195]]
Progress: 40.1% ... Training loss: 0.275 ... Validation loss: 0.446[[ 1.61125773e-01 2.33057020e-01 -1.05278272e-01 1.07761966e-01
-5.22050300e-01 -7.10385628e-02 -6.79749005e-02 1.21009658e-01
-5.73956584e-02 1.92176799e-01]
[ 1.67948606e-02 1.54243948e-01 -1.81187518e-02 5.03963983e-02
7.09677873e-02 -8.04777562e-03 3.10349213e-01 4.15463235e-02
1.45080597e-01 -2.39279617e-02]
[ 1.94538841e-01 7.69057222e-01 1.20488897e-02 -4.41617491e-02
6.13578515e-01 -2.22826678e-02 -8.68381725e-01 -4.07130072e-02
5.43690623e-02 2.84637135e-01]
[ 3.84963762e-02 -3.66385904e-01 -2.01156557e-01 1.59829676e-01
-2.26588983e-02 1.33541015e-01 1.97585200e-01 6.28682946e-02
1.12611542e-01 2.71292769e-01]
[ -2.13233361e-02 9.78478372e-02 -1.49620300e-01 4.01913069e-02
-4.18701449e-02 -1.80289829e-01 6.30171798e-02 -1.18174207e-01
-1.96050748e-01 -4.57021771e-02]
[ -3.86407002e-01 -6.43032269e-01 -2.97226168e-01 1.63086596e-01
-9.13692375e-02 3.91909567e-02 3.39501593e-01 -3.80680846e-02
-1.99315357e-02 -1.75535586e-02]
[ -6.55850057e-03 -2.37365776e-01 8.76527675e-03 8.91264917e-02
-4.73559608e-03 -7.05999598e-02 1.89477058e-01 -1.91200590e-01
1.95715740e-01 3.30825265e-02]
[ 1.08599071e-01 -2.56042428e-01 3.28162235e-02 -7.44329497e-02
3.37294406e-02 -4.80728014e-02 8.21724608e-02 1.18548840e-01
7.77718122e-02 -2.59412478e-02]
[ -1.78426232e-01 -1.57754374e-01 -3.04071931e-01 -2.51205282e-02
-1.04989888e-02 7.01738964e-02 -1.21426452e-01 -2.97564740e-02
2.61139702e-01 -1.37501072e-01]
[ 3.90070712e-02 -4.15164512e-01 8.20189625e-02 7.77665614e-03
-1.21834775e-01 -1.13402948e-01 2.15570217e-01 -1.07314739e-01
8.11192867e-03 8.19129761e-02]
[ -8.58945262e-02 -9.25138763e-02 1.49907956e-03 -1.41286640e-01
-4.52625340e-02 1.62004048e-02 2.14927816e-01 -1.02948935e-01
-1.02146919e-02 -1.23914870e-01]
[ -1.20970717e-01 -1.88811972e-01 -6.99893466e-02 4.74483374e-03
3.57847011e-01 1.00191864e-01 1.43854581e-01 -1.60941336e-02
-1.68240412e-01 -2.12011470e-01]
[ -1.58091168e-01 2.91093349e-03 6.13786151e-02 2.01911800e-02
-1.69852711e-01 -2.19190235e-01 -1.75706676e-01 -1.97170577e-01
8.54595130e-02 1.72236365e-01]
[ -2.72292616e-01 -3.32988567e-01 9.94132612e-02 2.28659172e-01
-1.31730228e-01 -6.89295306e-02 8.00949239e-02 -2.59567066e-01
-2.60545402e-01 -7.25611361e-02]
[ 1.03641934e-01 -1.87535634e-01 -2.16055591e-02 1.20200386e-01
-5.70503411e-02 -8.90613910e-02 2.38442041e-01 3.07855286e-03
2.82532759e-02 6.07533615e-03]
[ 3.69322390e-02 -1.08879873e-01 -2.10511726e-01 1.51947876e-01
-6.31399705e-02 8.28365422e-02 -3.15754436e-02 -1.99385157e-02
-8.89170872e-02 -4.55871299e-03]
[ -1.19871914e-01 -8.03075054e-02 -2.01687606e-01 1.58950975e-01
2.09254435e-03 1.33497882e-01 1.17881721e-02 -2.50376486e-01
7.35480698e-02 -1.95082913e-01]
[ -6.81313067e-02 -5.01053542e-02 2.75618918e-01 1.00603806e-01
1.17861306e-01 -6.14606026e-02 -1.15924378e-01 1.20637402e-01
7.55983124e-02 3.74408185e-02]
[ 5.91414116e-02 -2.00343291e-02 8.81200595e-02 8.93713633e-02
4.21450263e-02 -1.70370663e-02 2.15401034e-01 1.20346950e-01
-2.65475347e-02 -5.93549859e-02]
[ 1.23464033e-02 -1.40836429e-01 -2.90614656e-01 -4.72892104e-02
1.21270649e-01 -9.38275631e-02 1.40441706e-01 1.63412019e-01
1.11522623e-01 -2.60951074e-02]
[ 4.80912013e-02 -2.77208958e-02 -1.16202636e-01 4.52601470e-02
-1.09547196e-01 3.21140205e-01 2.69543159e-01 2.04544310e-01
-1.59496163e-01 -6.05637066e-02]
[ 5.35136165e-03 -2.95221620e-04 1.24261162e-01 1.10873822e-01
-8.58782095e-03 1.03918972e-01 -1.17252496e-01 -4.13688615e-02
2.18317354e-01 8.40424925e-02]
[ 1.15371747e-01 8.67770090e-02 -4.28227237e-02 -9.06875766e-02
-1.12485021e-01 -3.32034419e-01 1.09113213e-01 9.11778718e-03
1.48888396e-01 9.60663980e-02]
[ -1.03850199e-01 -3.79389453e-02 -1.65112613e-02 1.97191060e-02
2.30451472e-04 -2.03511743e-01 -6.37087013e-02 -2.02970861e-02
1.46837429e-02 1.24176428e-01]
[ -1.59576243e-01 -1.20518670e-01 -2.03068267e-01 -2.03749554e-02
-2.76754050e-01 3.72654093e-04 4.94482603e-02 -2.53198798e-02
-9.68630417e-03 4.21308442e-02]
[ -3.17832222e-02 -1.21144543e-01 -7.53862183e-02 -1.27821133e-01
5.32605650e-01 2.76086125e-01 5.90078122e-01 1.12937208e-01
-1.82534193e-01 -3.79836608e-01]
[ -1.99390444e-02 -4.30487596e-01 -3.17207462e-02 -7.68557665e-02
6.69264853e-01 1.01677773e-01 5.60651562e-01 9.10812305e-02
2.69798736e-02 -3.90873004e-01]
[ 1.01150074e-02 -4.79736007e-01 -4.38798099e-02 -1.07848189e-01
6.78290529e-01 2.34730775e-02 5.21414551e-01 4.85408878e-02
-3.64847158e-01 -2.20633347e-01]
[ -1.74588664e-01 -6.24961393e-01 -1.08265384e-02 -2.07116381e-01
7.80863807e-01 -8.99642417e-02 6.50009671e-01 -8.33353467e-02
-7.05490751e-02 8.14234835e-02]
[ -2.98936134e-01 -4.41436632e-01 5.45794748e-02 -5.03596873e-02
9.18904307e-01 1.42756022e-01 4.55688762e-01 4.72814918e-02
-9.09478133e-02 -1.38917299e-01]
[ -2.06972022e-01 -3.26848148e-01 2.51483560e-01 -2.42192663e-01
6.63637991e-01 -4.48516970e-02 7.09471594e-01 1.30296293e-02
-2.56846543e-01 -2.69268763e-02]
[ -1.35019515e-01 -2.39068419e-01 -1.82550269e-01 -1.06300655e-01
5.01739988e-01 -2.28750856e-01 1.94167617e-01 1.68393133e-01
-1.29393259e-02 -1.23634452e-01]
[ 9.88012368e-02 2.29836301e-01 1.58734882e-01 -1.09001728e-01
-4.41973644e-02 5.52311175e-02 -1.30426740e-01 2.81359133e-01
6.17928358e-02 1.64850448e-01]
[ 3.55920845e-01 3.48365767e-01 -7.96485688e-02 3.20336583e-01
-9.06518075e-01 -2.89975698e-01 -4.94206579e-01 1.77988916e-01
3.92565959e-01 -1.92765043e-02]
[ 4.79878210e-02 1.31082164e-01 2.53578060e-01 2.49371041e-01
-6.14837677e-02 -1.96522279e-01 -1.78827767e-01 -1.32932780e-01
-1.38597917e-01 -2.88903669e-01]
[ 2.22733837e-02 -7.21175882e-02 -1.19362517e-01 -5.61882333e-02
2.27342009e-01 4.04977153e-02 -3.67503282e-03 -1.85003188e-01
3.18194730e-02 2.05088513e-01]
[ 2.89132858e-03 -4.59770288e-02 -6.64607443e-02 -4.93463221e-02
-3.44283017e-02 -1.78350786e-01 7.83597974e-02 1.00706416e-02
3.83749545e-02 5.78893818e-03]
[ 3.13502113e-02 8.69956117e-02 2.44647062e-01 7.63930317e-02
-2.38600308e-01 -1.36575130e-01 9.60607502e-02 3.96441734e-02
-1.83976946e-01 1.08318729e-01]
[ 7.24005960e-02 3.83464791e-02 1.07256091e-01 6.64335515e-03
-2.37220704e-01 6.83185588e-02 5.70446775e-02 -2.71046622e-01
-1.82338413e-02 -8.90842617e-02]
[ -1.14959351e-02 9.83683526e-02 8.40168221e-02 -3.27081407e-02
-4.55579279e-02 1.80665540e-01 9.44613314e-02 1.18091294e-01
-2.37330651e-02 1.69320202e-01]
[ 2.24781139e-01 8.62111717e-02 3.00215869e-02 8.51489841e-02
1.49395436e-02 -2.49829710e-02 -1.83177490e-01 1.48756812e-01
-5.10803416e-02 -1.60153522e-02]
[ 4.25334304e-02 5.73582128e-03 1.67274841e-02 4.01356191e-02
-4.16834909e-01 -1.22872872e-01 -2.12250664e-01 4.09188148e-02
1.18031756e-01 1.91299996e-01]
[ 5.87662891e-02 5.20993615e-01 1.27939940e-01 4.36327340e-01
-1.20831623e+00 -3.06688035e-01 -6.02298746e-01 -7.09059110e-02
3.00698131e-01 3.45691435e-01]
[ 1.81102528e-01 5.05000799e-01 6.80633457e-02 4.33280564e-01
-9.79788569e-01 -8.49386401e-02 -4.44435528e-01 1.51410286e-01
2.15214106e-01 4.84334493e-01]
[ 2.58070830e-01 3.28892193e-01 2.48718261e-01 1.56502742e-01
-4.78322557e-01 7.80516529e-02 -2.36061926e-01 1.63152759e-01
2.46292217e-01 8.65470873e-02]
[ -7.44573830e-02 2.26183392e-01 2.41047940e-01 1.58952705e-02
-4.42829483e-02 1.30882810e-01 -1.04690790e-01 -1.53006131e-02
-3.30455391e-02 4.94840739e-02]
[ -1.00607432e-01 -2.26828924e-03 2.39363096e-02 9.10539708e-02
-5.16467519e-02 1.16395756e-01 2.48897647e-01 1.97992180e-02
-2.76488882e-01 -9.55632477e-02]
[ -2.21559878e-01 -3.27132580e-02 -9.38602976e-02 -3.44713112e-01
1.84254746e-01 1.19373797e-01 1.08340077e-01 1.03312145e-01
-2.07354265e-01 3.21318125e-02]
[ 7.30055326e-03 -4.09016352e-01 -1.28774374e-01 -1.65360356e-01
3.83622517e-01 2.67480894e-02 1.98103167e-01 1.52096020e-01
-1.68457006e-01 -2.26216945e-01]
[ 1.12090172e-01 -2.36521663e-01 -1.55602906e-01 -2.29112452e-02
1.09215939e-02 -4.69688200e-02 9.99901710e-02 -1.53959173e-01
1.13797912e-01 -1.57476179e-01]
[ -1.14419433e-01 5.82625693e-02 2.65109890e-01 -2.20817653e-03
1.49256257e-01 7.92453373e-02 4.95524825e-02 -2.96990576e-01
-1.08790311e-01 -5.47776375e-02]
[ -3.47813993e-01 1.16269788e-02 1.46942217e-02 -2.51884243e-02
1.57361048e-01 -1.74878913e-01 1.86654577e-02 2.34271899e-01
-8.47224069e-02 7.54915998e-02]
[ 1.43758265e-01 1.68128259e-03 -2.34354441e-01 -8.24613972e-02
1.18262638e-01 -2.98651930e-01 8.48417143e-02 -1.67574133e-01
8.73855781e-04 -1.88466424e-01]
[ 2.16024775e-01 -1.84128825e-01 6.64125220e-02 -1.61951037e-02
7.74884922e-02 -3.85837302e-02 3.78613137e-02 -1.36293194e-01
1.18322084e-01 -1.72795176e-01]
[ -1.07030460e-01 -8.75073866e-02 1.20772735e-01 1.06938062e-01
4.82635365e-02 -1.13377970e-01 2.67819574e-01 -7.83143496e-02
1.81526171e-01 -6.03038496e-03]
[ -1.88173825e-02 -2.00159213e-01 1.93052647e-01 -2.69486053e-01
-1.21893288e-01 1.22300922e-01 9.18273571e-02 -1.19468620e-01
8.90371097e-03 2.04504216e-01]]
[[ 0.63393424]
[ 1.69821985]
[ 0.25690891]
[ 0.89080255]
[-2.73201601]
[-0.26379895]
[-1.70155851]
[ 0.07591717]
[ 0.70623 ]
[ 0.89764939]]
Progress: 40.1% ... Training loss: 0.270 ... Validation loss: 0.441[[ 1.61813314e-01 2.34664604e-01 -1.05011215e-01 1.08628873e-01
-5.22346992e-01 -7.12563561e-02 -6.93101204e-02 1.21105408e-01
-5.66272163e-02 1.93098736e-01]
[ 1.71986730e-02 1.54930783e-01 -1.79351938e-02 5.10373741e-02
6.92490642e-02 -8.21737216e-03 3.09476235e-01 4.16018433e-02
1.45582195e-01 -2.33049415e-02]
[ 1.94370605e-01 7.68430723e-01 1.19247123e-02 -4.43927889e-02
6.11493201e-01 -2.22681709e-02 -8.67964932e-01 -4.07361039e-02
5.42291791e-02 2.84165783e-01]
[ 3.77872324e-02 -3.68852333e-01 -2.01430981e-01 1.58960611e-01
-1.98703416e-02 1.33768977e-01 1.99784807e-01 6.27756421e-02
1.11821601e-01 2.70183541e-01]
[ -1.99635512e-02 1.00956081e-01 -1.48973934e-01 4.23651165e-02
-4.62394921e-02 -1.80866761e-01 6.03271311e-02 -1.17983748e-01
-1.94222260e-01 -4.37045926e-02]
[ -3.86008565e-01 -6.42010091e-01 -2.97079714e-01 1.63624691e-01
-9.21631013e-02 3.90956787e-02 3.38541813e-01 -3.80221632e-02
-1.94784461e-02 -1.68994076e-02]
[ -6.29671481e-03 -2.36045358e-01 8.84654810e-03 8.94350439e-02
-5.19545975e-03 -7.07242730e-02 1.88353311e-01 -1.91169406e-01
1.95933082e-01 3.33029658e-02]
[ 1.08886370e-01 -2.56077333e-01 3.29275449e-02 -7.40171976e-02
3.16549947e-02 -4.81906316e-02 8.19867783e-02 1.18586705e-01
7.82008858e-02 -2.54613251e-02]
[ -1.77356477e-01 -1.55392646e-01 -3.03660232e-01 -2.36371482e-02
-1.34158912e-02 6.97302009e-02 -1.23997621e-01 -2.96225056e-02
2.62261591e-01 -1.35916004e-01]
[ 4.10000881e-02 -4.09892043e-01 8.27736892e-02 1.04266861e-02
-1.28061727e-01 -1.14159142e-01 2.09908820e-01 -1.07064736e-01
1.02438449e-02 8.49599042e-02]
[ -8.61471243e-02 -9.36831765e-02 1.39705919e-03 -1.41676786e-01
-4.34469487e-02 1.62787055e-02 2.16213953e-01 -1.02972585e-01
-1.04699061e-02 -1.24225683e-01]
[ -1.20693859e-01 -1.88245723e-01 -6.98913074e-02 5.23072878e-03
3.56013302e-01 1.00088641e-01 1.43389463e-01 -1.60715470e-02
-1.67895719e-01 -2.11808004e-01]
[ -1.58091168e-01 2.91093349e-03 6.13786151e-02 2.01911800e-02
-1.69852711e-01 -2.19190235e-01 -1.75706676e-01 -1.97170577e-01
8.54595130e-02 1.72236365e-01]
[ -2.72744213e-01 -3.33669693e-01 9.92398674e-02 2.28113249e-01
-1.30637501e-01 -6.87333554e-02 8.09676632e-02 -2.59624306e-01
-2.61064171e-01 -7.31927167e-02]
[ 1.04145996e-01 -1.85954740e-01 -2.14093528e-02 1.20797339e-01
-5.75223798e-02 -8.92054630e-02 2.36980560e-01 3.13787912e-03
2.88180348e-02 6.81632692e-03]
[ 3.77136271e-02 -1.07667029e-01 -2.10205248e-01 1.52997900e-01
-6.56061931e-02 8.25071226e-02 -3.30303111e-02 -1.98423644e-02
-8.80141657e-02 -3.38997529e-03]
[ -1.20429877e-01 -8.14362238e-02 -2.01894546e-01 1.58208394e-01
4.23146525e-03 1.33724962e-01 1.29034246e-02 -2.50439842e-01
7.29118966e-02 -1.95864254e-01]
[ -6.72892335e-02 -4.80012536e-02 2.75924668e-01 1.01794763e-01
1.14357038e-01 -6.18160160e-02 -1.18060821e-01 1.20738094e-01
7.64975481e-02 3.85128965e-02]
[ 5.92136947e-02 -1.95461555e-02 8.81333054e-02 8.94530150e-02
4.19435989e-02 -1.70714809e-02 2.15148257e-01 1.20355144e-01
-2.64670622e-02 -5.92639173e-02]
[ 1.28501941e-02 -1.39729229e-01 -2.90424658e-01 -4.66044448e-02
1.18237508e-01 -9.40360522e-02 1.39036119e-01 1.63463510e-01
1.12082879e-01 -2.54908109e-02]
[ 4.74687859e-02 -2.93965652e-02 -1.16448326e-01 4.43840788e-02
-1.06990354e-01 3.21382770e-01 2.71280001e-01 2.04477859e-01
-1.60157521e-01 -6.13216618e-02]
[ 5.86321337e-03 8.51235153e-04 1.24459195e-01 1.11601671e-01
-1.00393005e-02 1.03731234e-01 -1.18226564e-01 -4.13000274e-02
2.18904046e-01 8.48616991e-02]
[ 1.15262765e-01 8.63952474e-02 -4.28720173e-02 -9.08518197e-02
-1.11946015e-01 -3.31986905e-01 1.09454899e-01 9.10352555e-03
1.48783516e-01 9.59045297e-02]
[ -1.03426821e-01 -3.73289885e-02 -1.63474658e-02 2.02868864e-02
-8.23423232e-04 -2.03692162e-01 -6.46580619e-02 -2.02465736e-02
1.50886458e-02 1.24772079e-01]
[ -1.59456835e-01 -1.20231602e-01 -2.03015711e-01 -2.02003425e-02
-2.77144169e-01 3.18168608e-04 4.91759465e-02 -2.53048328e-02
-9.54296752e-03 4.23111420e-02]
[ -3.18579295e-02 -1.21225173e-01 -7.54140762e-02 -1.27930774e-01
5.33061335e-01 2.76119436e-01 5.90191405e-01 1.12927318e-01
-1.82611350e-01 -3.79944994e-01]
[ -1.94662172e-02 -4.29704838e-01 -3.15303376e-02 -7.61812880e-02
6.67379362e-01 1.01480704e-01 5.59787558e-01 9.11380677e-02
2.75021217e-02 -3.90224080e-01]
[ 1.01709622e-02 -4.79653451e-01 -4.38556154e-02 -1.07763057e-01
6.78018025e-01 2.34492405e-02 5.21355850e-01 4.85480546e-02
-3.64778888e-01 -2.20554876e-01]
[ -1.74587626e-01 -6.24959706e-01 -1.08261208e-02 -2.07114910e-01
7.80860498e-01 -8.99646776e-02 6.50007082e-01 -8.33352248e-02
-7.05480038e-02 8.14247665e-02]
[ -2.99411659e-01 -4.42778861e-01 5.43823881e-02 -5.10435826e-02
9.20582836e-01 1.42956660e-01 4.56995059e-01 4.72279442e-02
-9.14769885e-02 -1.39552380e-01]
[ -2.06833377e-01 -3.26568305e-01 2.51542851e-01 -2.41987480e-01
6.63148771e-01 -4.49129566e-02 7.09213448e-01 1.30464211e-02
-2.56683696e-01 -2.67234695e-02]
[ -1.34961299e-01 -2.38928194e-01 -1.82523443e-01 -1.06209307e-01
5.01371404e-01 -2.28778367e-01 1.94050653e-01 1.68401121e-01
-1.28627208e-02 -1.23543030e-01]
[ 9.81105515e-02 2.28304776e-01 1.58442984e-01 -1.10023070e-01
-4.15735557e-02 5.55320362e-02 -1.28825347e-01 2.81280098e-01
6.09870441e-02 1.64016498e-01]
[ 3.57867975e-01 3.52911233e-01 -7.88732247e-02 3.22961926e-01
-9.11112348e-01 -2.90737454e-01 -4.98991970e-01 1.78228395e-01
3.94698496e-01 -1.64112938e-02]
[ 4.82681467e-02 1.31823986e-01 2.53691244e-01 2.49768153e-01
-6.26913873e-02 -1.96639360e-01 -1.79558442e-01 -1.32901191e-01
-1.38281110e-01 -2.88511019e-01]
[ 2.21807908e-02 -7.21878860e-02 -1.19407963e-01 -5.62953244e-02
2.27036346e-01 4.05141371e-02 -3.67720443e-03 -1.85015051e-01
3.17147293e-02 2.04939448e-01]
[ 3.28223131e-03 -4.49523354e-02 -6.63233250e-02 -4.88129711e-02
-3.60177799e-02 -1.78507054e-01 7.73128356e-02 1.01130811e-02
3.88026733e-02 6.31092095e-03]
[ 3.17978592e-02 8.81089242e-02 2.44852750e-01 7.71248676e-02
-2.40690371e-01 -1.36770110e-01 9.50183919e-02 3.97070208e-02
-1.83404056e-01 1.08918025e-01]
[ 7.22508727e-02 3.80574880e-02 1.07196245e-01 6.41859581e-03
-2.36626282e-01 6.83845188e-02 5.73502349e-02 -2.71065434e-01
-1.84103677e-02 -8.93068360e-02]
[ -1.24925392e-02 9.59528445e-02 8.36067830e-02 -3.41797901e-02
-4.12214471e-02 1.81079154e-01 9.69936170e-02 1.17967952e-01
-2.48399317e-02 1.67958523e-01]
[ 2.24686141e-01 8.60841599e-02 2.99565562e-02 8.49763741e-02
1.51787680e-02 -2.49226766e-02 -1.83188972e-01 1.48739359e-01
-5.12291412e-02 -1.61779584e-02]
[ 4.28671507e-02 6.70010393e-03 1.68604637e-02 4.06145903e-02
-4.18169751e-01 -1.23011069e-01 -2.13084321e-01 4.09586014e-02
1.18397599e-01 1.91769928e-01]
[ 5.88575082e-02 5.21167799e-01 1.27976872e-01 4.36458998e-01
-1.20851442e+00 -3.06721356e-01 -6.02528798e-01 -7.08931530e-02
3.00802910e-01 3.45836724e-01]
[ 1.82428153e-01 5.08437540e-01 6.85966276e-02 4.35151248e-01
-9.85050058e-01 -8.54690700e-02 -4.47674682e-01 1.51559582e-01
2.16657708e-01 4.85905614e-01]
[ 2.57910161e-01 3.28608599e-01 2.48659336e-01 1.56295622e-01
-4.78017878e-01 7.81059589e-02 -2.35748213e-01 1.63134993e-01
2.46126195e-01 8.63715414e-02]
[ -7.45637743e-02 2.25653872e-01 2.41026775e-01 1.57889192e-02
-4.39102529e-02 1.30926861e-01 -1.04317563e-01 -1.53041487e-02
-3.31351340e-02 4.93767892e-02]
[ -1.01234710e-01 -3.59558433e-03 2.36742641e-02 9.01442648e-02
-4.90832996e-02 1.16646662e-01 2.50292033e-01 1.97215382e-02
-2.77193914e-01 -9.64192216e-02]
[ -2.21902762e-01 -3.36361231e-02 -9.40020140e-02 -3.45196371e-01
1.85737303e-01 1.19519549e-01 1.09258886e-01 1.03272296e-01
-2.07742523e-01 3.16933043e-02]
[ 7.58664091e-03 -4.08715036e-01 -1.28678539e-01 -1.64943722e-01
3.82326631e-01 2.66229477e-02 1.97626145e-01 1.52130631e-01
-1.68132862e-01 -2.25815700e-01]
[ 1.12007832e-01 -2.36446406e-01 -1.55641413e-01 -2.29879855e-02
1.10038319e-02 -4.69397586e-02 9.98474483e-02 -1.53967497e-01
1.13678050e-01 -1.57566494e-01]
[ -1.13820224e-01 5.98247920e-02 2.65376550e-01 -1.39281434e-03
1.47879563e-01 7.89716357e-02 4.81078990e-02 -2.96914441e-01
-1.08107311e-01 -5.39837401e-02]
[ -3.46561496e-01 1.40362453e-02 1.51792775e-02 -2.35648525e-02
1.54206448e-01 -1.75363384e-01 1.59757950e-02 2.34417508e-01
-8.33611083e-02 7.72345092e-02]
[ 1.44736485e-01 4.42736438e-03 -2.33986694e-01 -8.10248601e-02
1.15036521e-01 -2.99024386e-01 8.21050079e-02 -1.67450036e-01
1.89172762e-03 -1.87024432e-01]
[ 2.15416356e-01 -1.85711155e-01 6.61565903e-02 -1.70782137e-02
7.97272152e-02 -3.83220886e-02 3.95161677e-02 -1.36370068e-01
1.17673245e-01 -1.73617038e-01]
[ -1.07155628e-01 -8.83026077e-02 1.20715156e-01 1.06755403e-01
4.83929253e-02 -1.13330982e-01 2.68519106e-01 -7.83278806e-02
1.81431168e-01 -6.13500501e-03]
[ -1.88141032e-02 -1.99905072e-01 1.93035948e-01 -2.69473236e-01
-1.22831301e-01 1.22312743e-01 9.16462691e-02 -1.19466791e-01
8.92663839e-03 2.04481795e-01]]
[[ 0.64142006]
[ 1.70502757]
[ 0.26253234]
[ 0.89990577]
[-2.72961877]
[-0.26132475]
[-1.69661561]
[ 0.08291976]
[ 0.71477941]
[ 0.90473575]]
Progress: 40.2% ... Training loss: 0.274 ... Validation loss: 0.440[[ 1.62191979e-01 2.35722460e-01 -1.04772531e-01 1.09349937e-01
-5.23965389e-01 -7.14098873e-02 -6.99746374e-02 1.21186505e-01
-5.61003145e-02 1.93778057e-01]
[ 1.71408922e-02 1.54776980e-01 -1.79593063e-02 5.09623067e-02
6.94529571e-02 -8.19372848e-03 3.09616020e-01 4.15952921e-02
1.45517702e-01 -2.33950310e-02]
[ 1.94326444e-01 7.68644937e-01 1.19630296e-02 -4.43383084e-02
6.13257114e-01 -2.21578009e-02 -8.67718323e-01 -4.07329984e-02
5.41814420e-02 2.84113519e-01]
[ 3.72497092e-02 -3.71185910e-01 -2.01673415e-01 1.58118919e-01
-1.66723255e-02 1.33865907e-01 2.01451475e-01 6.26943308e-02
1.11150309e-01 2.69560543e-01]
[ -2.23187276e-02 9.39812830e-02 -1.49944423e-01 3.90116194e-02
-3.93924709e-02 -1.79829402e-01 6.65290894e-02 -1.18274196e-01
-1.96784283e-01 -4.66694356e-02]
[ -3.85283788e-01 -6.40697520e-01 -2.96764698e-01 1.64751770e-01
-9.69758398e-02 3.87403332e-02 3.37191596e-01 -3.79129156e-02
-1.85687048e-02 -1.58748574e-02]
[ -5.54642604e-03 -2.34367594e-01 9.15630649e-03 9.05431422e-02
-7.84660029e-03 -7.10103918e-02 1.86668620e-01 -1.91058853e-01
1.96750426e-01 3.43889488e-02]
[ 1.07906346e-01 -2.58797790e-01 3.25842982e-02 -7.52542202e-02
3.53365475e-02 -4.77706628e-02 8.49180767e-02 1.18474019e-01
7.71229764e-02 -2.67336636e-02]
[ -1.77260509e-01 -1.56046399e-01 -3.03615245e-01 -2.34523229e-02
-1.36332866e-02 6.96609202e-02 -1.23664256e-01 -2.96037214e-02
2.62443935e-01 -1.35628590e-01]
[ 4.04596372e-02 -4.11784388e-01 8.26093429e-02 9.78380105e-03
-1.26509047e-01 -1.13936183e-01 2.12117537e-01 -1.07108832e-01
9.72475892e-03 8.43322929e-02]
[ -8.54140169e-02 -9.23773652e-02 1.74182123e-03 -1.40514166e-01
-4.72318761e-02 1.59550921e-02 2.14713463e-01 -1.02866792e-01
-9.64806359e-03 -1.23171176e-01]
[ -1.20295506e-01 -1.88043064e-01 -6.97452087e-02 5.89397405e-03
3.54245828e-01 9.98985186e-02 1.42910990e-01 -1.60073453e-02
-1.67366957e-01 -2.11109291e-01]
[ -1.58091168e-01 2.91093349e-03 6.13786151e-02 2.01911800e-02
-1.69852711e-01 -2.19190235e-01 -1.75706676e-01 -1.97170577e-01
8.54595130e-02 1.72236365e-01]
[ -2.72675386e-01 -3.33519696e-01 9.92657416e-02 2.28196370e-01
-1.30929665e-01 -6.87626464e-02 8.07850928e-02 -2.59616024e-01
-2.60993345e-01 -7.30907178e-02]
[ 1.03898441e-01 -1.86655802e-01 -2.15125760e-02 1.20487299e-01
-5.79249907e-02 -8.91229043e-02 2.37710388e-01 3.10836574e-03
2.85390081e-02 6.42295947e-03]
[ 3.81581752e-02 -1.06341317e-01 -2.10005230e-01 1.53630859e-01
-6.76864003e-02 8.23229020e-02 -3.42686536e-02 -1.97820951e-02
-8.75047107e-02 -2.80528222e-03]
[ -1.20666731e-01 -8.22367984e-02 -2.01996353e-01 1.57864023e-01
5.38006569e-03 1.33808540e-01 1.35698130e-02 -2.50466382e-01
7.26510317e-02 -1.96184693e-01]
[ -6.63417300e-02 -4.57086108e-02 2.76309059e-01 1.03173562e-01
1.10654271e-01 -6.21863429e-02 -1.20208339e-01 1.20870550e-01
7.75363509e-02 3.98449886e-02]
[ 5.97814423e-02 -1.87421514e-02 8.83920030e-02 9.03447808e-02
3.95956244e-02 -1.72446150e-02 2.14175601e-01 1.20435896e-01
-2.57535520e-02 -5.83656242e-02]
[ 1.25778948e-02 -1.40242997e-01 -2.90518787e-01 -4.69218618e-02
1.18839841e-01 -9.39531235e-02 1.39727008e-01 1.63432429e-01
1.11797138e-01 -2.58482746e-02]
[ 4.65901462e-02 -3.16350655e-02 -1.16816805e-01 4.31049269e-02
-1.03044167e-01 3.21746863e-01 2.73684053e-01 2.04360919e-01
-1.61239193e-01 -6.25756736e-02]
[ 5.26039896e-03 -4.29122530e-04 1.24237499e-01 1.10783540e-01
-7.64452266e-03 1.03969196e-01 -1.16970185e-01 -4.13722799e-02
2.18295041e-01 8.40794341e-02]
[ 1.14706306e-01 8.50371820e-02 -4.30901714e-02 -9.16367767e-02
-1.09651733e-01 -3.31773833e-01 1.10923604e-01 9.03282442e-03
1.48186958e-01 9.51805990e-02]
[ -1.02840606e-01 -3.64207933e-02 -1.61005670e-02 2.11349108e-02
-3.18168016e-03 -2.03936911e-01 -6.57952598e-02 -2.01685258e-02
1.57279306e-02 1.25609416e-01]
[ -1.58686046e-01 -1.19203700e-01 -2.02697587e-01 -1.89979636e-02
-2.80346091e-01 -3.50779518e-05 4.78677453e-02 -2.51917136e-02
-8.57045950e-03 4.35138137e-02]
[ -3.18454284e-02 -1.21442699e-01 -7.54104389e-02 -1.27917416e-01
5.33015460e-01 2.76115103e-01 5.90455722e-01 1.12928469e-01
-1.82602745e-01 -3.79963172e-01]
[ -1.89444027e-02 -4.28956472e-01 -3.13141622e-02 -7.54276002e-02
6.65288533e-01 1.01261264e-01 5.58855416e-01 9.12068302e-02
2.81028962e-02 -3.89494739e-01]
[ 9.79980779e-03 -4.80703317e-01 -4.40150474e-02 -1.08318580e-01
6.79479133e-01 2.36043921e-02 5.22463914e-01 4.84992885e-02
-3.65220757e-01 -2.21101934e-01]
[ -1.74202309e-01 -6.24531216e-01 -1.06854280e-02 -2.06546892e-01
7.79254061e-01 -9.01299737e-02 6.49353911e-01 -8.32834254e-02
-7.01057253e-02 8.19953998e-02]
[ -2.99523867e-01 -4.43044231e-01 5.43419038e-02 -5.11421352e-02
9.20987273e-01 1.42984089e-01 4.57286972e-01 4.72212762e-02
-9.15376180e-02 -1.39638428e-01]
[ -2.06939768e-01 -3.26791860e-01 2.51515560e-01 -2.42101368e-01
6.63481146e-01 -4.48744917e-02 7.09507586e-01 1.30353834e-02
-2.56786395e-01 -2.68546379e-02]
[ -1.35356385e-01 -2.39836545e-01 -1.82661047e-01 -1.06741168e-01
5.02993106e-01 -2.28633310e-01 1.95070759e-01 1.68351817e-01
-1.32638363e-02 -1.24026308e-01]
[ 9.78108131e-02 2.27055753e-01 1.58323033e-01 -1.10499383e-01
-4.01996668e-02 5.56746174e-02 -1.27770562e-01 2.81239234e-01
6.05686299e-02 1.63552265e-01]
[ 3.58721201e-01 3.55598051e-01 -7.84642642e-02 3.24315009e-01
-9.14408998e-01 -2.91124610e-01 -5.01433670e-01 1.78354784e-01
3.95686686e-01 -1.50068853e-02]
[ 4.82653494e-02 1.31818540e-01 2.53689887e-01 2.49738887e-01
-6.26542175e-02 -1.96641553e-01 -1.79646536e-01 -1.32897155e-01
-1.38283950e-01 -2.88506474e-01]
[ 2.21454766e-02 -7.22444040e-02 -1.19422756e-01 -5.63215159e-02
2.27088490e-01 4.05255150e-02 -3.59551464e-03 -1.85018213e-01
3.16717399e-02 2.04851347e-01]
[ 3.07582817e-03 -4.56383602e-02 -6.64148784e-02 -4.91222983e-02
-3.50960644e-02 -1.78417798e-01 7.79628279e-02 1.00848560e-02
3.85633455e-02 5.98974374e-03]
[ 3.15402648e-02 8.74501581e-02 2.44743548e-01 7.67201563e-02
-2.39517511e-01 -1.36654242e-01 9.56692113e-02 3.96696003e-02
-1.83724717e-01 1.08513097e-01]
[ 7.15575600e-02 3.66874235e-02 1.06907876e-01 5.39502630e-03
-2.33834563e-01 6.86731452e-02 5.86605346e-02 -2.71159542e-01
-1.92435160e-02 -9.03389529e-02]
[ -1.26084718e-02 9.56844484e-02 8.35604184e-02 -3.43359205e-02
-4.08130195e-02 1.81125928e-01 9.71596445e-02 1.17954995e-01
-2.49579796e-02 1.67811708e-01]
[ 2.24704277e-01 8.61538566e-02 2.99790530e-02 8.50633567e-02
1.49374845e-02 -2.49397491e-02 -1.83088613e-01 1.48747033e-01
-5.11651424e-02 -1.60836674e-02]
[ 4.35473223e-02 8.49955223e-03 1.71282996e-02 4.15420447e-02
-4.20703447e-01 -1.23283403e-01 -2.14831126e-01 4.10463755e-02
1.19127512e-01 1.92593442e-01]
[ 5.91169213e-02 5.21403279e-01 1.28089013e-01 4.36888404e-01
-1.21063282e+00 -3.06777830e-01 -6.02873826e-01 -7.08559372e-02
3.01129029e-01 3.46246495e-01]
[ 1.82682856e-01 5.08825652e-01 6.87000794e-02 4.35557310e-01
-9.86110034e-01 -8.55764925e-02 -4.48105325e-01 1.51598234e-01
2.17013452e-01 4.86356368e-01]
[ 2.58063493e-01 3.29355089e-01 2.48736865e-01 1.56586044e-01
-4.79269004e-01 7.80263998e-02 -2.36199776e-01 1.63161017e-01
2.46344115e-01 8.66513345e-02]
[ -7.46245768e-02 2.25438555e-01 2.41005444e-01 1.57038730e-02
-4.35842274e-02 1.30945795e-01 -1.04116679e-01 -1.53116361e-02
-3.31898962e-02 4.92977715e-02]
[ -1.01266643e-01 -3.66139606e-03 2.36599881e-02 9.00986821e-02
-4.89692405e-02 1.16660504e-01 2.50366933e-01 1.97170421e-02
-2.77230441e-01 -9.64706330e-02]
[ -2.21891891e-01 -3.37006119e-02 -9.40015976e-02 -3.45174126e-01
1.85626754e-01 1.19514316e-01 1.09309702e-01 1.03273914e-01
-2.07729466e-01 3.17130637e-02]
[ 7.71683096e-03 -4.08897288e-01 -1.28633352e-01 -1.64755497e-01
3.81664102e-01 2.65553219e-02 1.97625936e-01 1.52149931e-01
-1.67974912e-01 -2.25623372e-01]
[ 1.11824323e-01 -2.37475077e-01 -1.55709664e-01 -2.32622575e-02
1.17914091e-02 -4.68527438e-02 1.00789803e-01 -1.53991875e-01
1.13435154e-01 -1.57824759e-01]
[ -1.14387864e-01 5.78573576e-02 2.65177353e-01 -2.10892913e-03
1.50069522e-01 7.91814045e-02 4.98462119e-02 -2.96975912e-01
-1.08682091e-01 -5.47272397e-02]
[ -3.46141768e-01 1.53601684e-02 1.53490154e-02 -2.29610118e-02
1.52681956e-01 -1.75525809e-01 1.47181249e-02 2.34476992e-01
-8.28848271e-02 7.78284618e-02]
[ 1.45266920e-01 4.93102246e-03 -2.33766032e-01 -8.01667687e-02
1.12652625e-01 -2.99214045e-01 8.12828178e-02 -1.67369452e-01
2.56831738e-03 -1.86173475e-01]
[ 2.15729117e-01 -1.85051855e-01 6.63124291e-02 -1.65394011e-02
7.81373938e-02 -3.84795067e-02 3.91206003e-02 -1.36320429e-01
1.17982562e-01 -1.73054813e-01]
[ -1.07000572e-01 -8.80727059e-02 1.20777383e-01 1.06988528e-01
4.79475627e-02 -1.13397618e-01 2.68237259e-01 -7.83009674e-02
1.81632564e-01 -5.82336468e-03]
[ -1.88899244e-02 -2.00009623e-01 1.93021444e-01 -2.69533738e-01
-1.23864987e-01 1.22301321e-01 9.19526307e-02 -1.19471665e-01
8.91224955e-03 2.04290393e-01]]
[[ 0.64368628]
[ 1.70817518]
[ 0.26525785]
[ 0.90386368]
[-2.72945884]
[-0.25931692]
[-1.69560202]
[ 0.08631592]
[ 0.7194354 ]
[ 0.9077084 ]]
Progress: 40.2% ... Training loss: 0.275 ... Validation loss: 0.441[[ 1.63661585e-01 2.38762284e-01 -1.04199167e-01 1.11445632e-01
-5.29435565e-01 -7.19862112e-02 -7.28017848e-02 1.21381193e-01
-5.45027690e-02 1.95713320e-01]
[ 1.71883625e-02 1.54836668e-01 -1.79363164e-02 5.10394057e-02
6.92234108e-02 -8.21750560e-03 3.09562412e-01 4.16029995e-02
1.45573426e-01 -2.33212003e-02]
[ 1.92679873e-01 7.63951174e-01 1.12137636e-02 -4.70550817e-02
6.19603730e-01 -2.14582892e-02 -8.62611302e-01 -4.09721050e-02
5.21103440e-02 2.81513625e-01]
[ 3.58818854e-02 -3.75164773e-01 -2.02230590e-01 1.56500153e-01
-1.34409680e-02 1.34479977e-01 2.04484306e-01 6.24922397e-02
1.09598199e-01 2.67523260e-01]
[ -2.73088629e-02 8.32121476e-02 -1.51987401e-01 3.20156979e-02
-2.22388444e-02 -1.77948730e-01 7.71170714e-02 -1.18941966e-01
-2.02280685e-01 -5.38360164e-02]
[ -3.85554458e-01 -6.41155717e-01 -2.96887057e-01 1.64432086e-01
-9.63606337e-02 3.88550983e-02 3.37863577e-01 -3.79519331e-02
-1.88962870e-02 -1.62629076e-02]
[ -5.60634448e-03 -2.34398249e-01 9.10047609e-03 9.04686198e-02
-7.75387223e-03 -7.10134706e-02 1.86617408e-01 -1.91054002e-01
1.96599995e-01 3.41760645e-02]
[ 1.06996498e-01 -2.62321858e-01 3.21853858e-02 -7.66609513e-02
3.95754839e-02 -4.73689977e-02 8.84095874e-02 1.18337418e-01
7.60013789e-02 -2.82069031e-02]
[ -1.77157942e-01 -1.57068382e-01 -3.03549572e-01 -2.32212462e-02
-1.51708316e-02 6.95925439e-02 -1.23002385e-01 -2.95827308e-02
2.62590563e-01 -1.35325513e-01]
[ 3.82078513e-02 -4.17968638e-01 8.16098850e-02 6.36929786e-03
-1.18713626e-01 -1.13012915e-01 2.18311746e-01 -1.07420642e-01
7.02579932e-03 8.10029138e-02]
[ -8.42541247e-02 -9.08572497e-02 2.25967755e-03 -1.38754924e-01
-5.12528837e-02 1.54597211e-02 2.13012202e-01 -1.02698873e-01
-8.37763574e-03 -1.21653462e-01]
[ -1.20341482e-01 -1.88413834e-01 -6.97750354e-02 5.97937485e-03
3.53880740e-01 9.99155973e-02 1.43192193e-01 -1.60132323e-02
-1.67391408e-01 -2.11068723e-01]
[ -1.58091168e-01 2.91093349e-03 6.13786151e-02 2.01911800e-02
-1.69852711e-01 -2.19190235e-01 -1.75706676e-01 -1.97170577e-01
8.54595130e-02 1.72236365e-01]
[ -2.72871564e-01 -3.33615022e-01 9.92028896e-02 2.27993087e-01
-1.30324785e-01 -6.86752511e-02 8.10247242e-02 -2.59643984e-01
-2.61229733e-01 -7.34598370e-02]
[ 1.03709044e-01 -1.86896631e-01 -2.15995169e-02 1.20204897e-01
-5.73387237e-02 -8.90470684e-02 2.38092172e-01 3.08205086e-03
2.83166084e-02 6.16989008e-03]
[ 3.81013594e-02 -1.06591979e-01 -2.10036936e-01 1.53650527e-01
-6.80653412e-02 8.23273375e-02 -3.42450046e-02 -1.97813959e-02
-8.75342370e-02 -2.76948431e-03]
[ -1.20473043e-01 -8.22686552e-02 -2.01919087e-01 1.58153047e-01
4.97143507e-03 1.33734158e-01 1.36834868e-02 -2.50439333e-01
7.28573581e-02 -1.95945698e-01]
[ -6.67748010e-02 -4.68111001e-02 2.76137434e-01 1.02581764e-01
1.12519857e-01 -6.20492715e-02 -1.19112154e-01 1.20819617e-01
7.70560191e-02 3.92797470e-02]
[ 6.01088683e-02 -1.77093409e-02 8.84852089e-02 9.06926479e-02
3.83802904e-02 -1.73627686e-02 2.13028214e-01 1.20476485e-01
-2.54736265e-02 -5.80899769e-02]
[ 1.27953406e-02 -1.40101835e-01 -2.90415889e-01 -4.65703071e-02
1.17486133e-01 -9.40424622e-02 1.39801460e-01 1.63461030e-01
1.12031981e-01 -2.55199484e-02]
[ 4.54176306e-02 -3.51687809e-02 -1.17333087e-01 4.13099472e-02
-9.79666692e-02 3.22259393e-01 2.76980957e-01 2.04191442e-01
-1.62630099e-01 -6.43631274e-02]
[ 5.65612221e-03 1.52978084e-04 1.24408625e-01 1.11371803e-01
-9.14763971e-03 1.03799572e-01 -1.17452396e-01 -4.13167900e-02
2.18681109e-01 8.45940556e-02]
[ 1.14052354e-01 8.28696169e-02 -4.33729421e-02 -9.25838436e-02
-1.07739826e-01 -3.31513179e-01 1.13010232e-01 8.94212086e-03
1.47501350e-01 9.43267025e-02]
[ -1.02500398e-01 -3.58808908e-02 -1.59511340e-02 2.16440707e-02
-4.58465032e-03 -2.04073167e-01 -6.64975441e-02 -2.01202076e-02
1.60944564e-02 1.26117878e-01]
[ -1.58596478e-01 -1.19112136e-01 -2.02650769e-01 -1.88538313e-02
-2.80720203e-01 -8.02705534e-05 4.76608714e-02 -2.51768473e-02
-8.45197159e-03 4.36696474e-02]
[ -3.16330978e-02 -1.21199878e-01 -7.53241452e-02 -1.27601895e-01
5.32027725e-01 2.76025669e-01 5.90238522e-01 1.12957943e-01
-1.82366596e-01 -3.79690228e-01]
[ -1.89309275e-02 -4.28934782e-01 -3.13124096e-02 -7.54173196e-02
6.65229435e-01 1.01259352e-01 5.58827049e-01 9.12070204e-02
2.81058362e-02 -3.89489718e-01]
[ 9.85896451e-03 -4.80882294e-01 -4.39842903e-02 -1.08208827e-01
6.79276320e-01 2.35740443e-02 5.22599127e-01 4.85110313e-02
-3.65118618e-01 -2.20985953e-01]
[ -1.74460798e-01 -6.25068365e-01 -1.07884717e-02 -2.06891618e-01
7.80488560e-01 -9.00253118e-02 6.49880626e-01 -8.33174011e-02
-7.03930361e-02 8.16765675e-02]
[ -2.99551534e-01 -4.43232478e-01 5.43408701e-02 -5.11361811e-02
9.20815006e-01 1.42986844e-01 4.57421044e-01 4.72212602e-02
-9.15433114e-02 -1.39644452e-01]
[ -2.07062829e-01 -3.27195150e-01 2.51467974e-01 -2.42260667e-01
6.63927707e-01 -4.48339132e-02 7.09865934e-01 1.30189008e-02
-2.56905666e-01 -2.70035087e-02]
[ -1.35283402e-01 -2.39658463e-01 -1.82634440e-01 -1.06637475e-01
5.02682216e-01 -2.28659240e-01 1.94891618e-01 1.68361727e-01
-1.31856683e-02 -1.23922299e-01]
[ 9.85123274e-02 2.28234323e-01 1.58616986e-01 -1.09486612e-01
-4.26489661e-02 5.53947721e-02 -1.29034950e-01 2.81334400e-01
6.13400428e-02 1.64557890e-01]
[ 3.57818404e-01 3.52535683e-01 -7.88367009e-02 3.23005273e-01
-9.11156631e-01 -2.90731709e-01 -4.98504173e-01 1.78217241e-01
3.94658873e-01 -1.63376279e-02]
[ 4.82755502e-02 1.31510832e-01 2.53703510e-01 2.49739829e-01
-6.20841171e-02 -1.96644168e-01 -1.79301822e-01 -1.32896671e-01
-1.38277484e-01 -2.88513384e-01]
[ 2.19467100e-02 -7.25988910e-02 -1.19508784e-01 -5.66222638e-02
2.27785610e-01 4.06110692e-02 -3.21053332e-03 -1.85047023e-01
3.14311252e-02 2.04549628e-01]
[ 2.24687093e-03 -4.72704127e-02 -6.67528855e-02 -5.03463487e-02
-3.20825250e-02 -1.78075818e-01 7.97221367e-02 9.97074809e-03
3.75865984e-02 4.74724147e-03]
[ 3.13636196e-02 8.69225418e-02 2.44666398e-01 7.64641031e-02
-2.38749269e-01 -1.36581016e-01 9.61789572e-02 3.96470502e-02
-1.83908029e-01 1.08377696e-01]
[ 7.14469885e-02 3.65651275e-02 1.06860534e-01 5.21533172e-03
-2.33590643e-01 6.87078522e-02 5.89058120e-02 -2.71173406e-01
-1.93551775e-02 -9.04920642e-02]
[ -1.27710462e-02 9.53676232e-02 8.34734831e-02 -3.45771901e-02
-4.03933526e-02 1.81186424e-01 9.73122835e-02 1.17931764e-01
-2.51625904e-02 1.67534727e-01]
[ 2.24740983e-01 8.63264065e-02 2.99552211e-02 8.50079256e-02
1.45086789e-02 -2.49515594e-02 -1.83473794e-01 1.48745747e-01
-5.11943800e-02 -1.61116376e-02]
[ 4.33231300e-02 7.95471955e-03 1.70344095e-02 4.12225332e-02
-4.19805149e-01 -1.23215779e-01 -2.14266242e-01 4.10179044e-02
1.18875898e-01 1.92273396e-01]
[ 6.00800317e-02 5.23459042e-01 1.28469514e-01 4.38228524e-01
-1.21420645e+00 -3.07150921e-01 -6.04715050e-01 -7.07228899e-02
3.02159494e-01 3.47486467e-01]
[ 1.83168638e-01 5.10012652e-01 6.89082958e-02 4.36311618e-01
-9.88256034e-01 -8.57551619e-02 -4.49321600e-01 1.51664116e-01
2.17511810e-01 4.86989971e-01]
[ 2.58360343e-01 3.30094520e-01 2.48871556e-01 1.57050612e-01
-4.80658282e-01 7.78943110e-02 -2.36818268e-01 1.63205822e-01
2.46674220e-01 8.71055699e-02]
[ -7.49470346e-02 2.24573611e-01 2.40872591e-01 1.52562867e-02
-4.22450259e-02 1.31077339e-01 -1.03254336e-01 -1.53552755e-02
-3.35500758e-02 4.88448190e-02]
[ -1.01639582e-01 -4.15600025e-03 2.35157701e-02 8.95798692e-02
-4.75948453e-02 1.16805904e-01 2.50872297e-01 1.96677750e-02
-2.77658196e-01 -9.69881689e-02]
[ -2.22207303e-01 -3.45516696e-02 -9.41343406e-02 -3.45575559e-01
1.86792058e-01 1.19629567e-01 1.10123112e-01 1.03238570e-01
-2.08056743e-01 3.13187044e-02]
[ 7.75138121e-03 -4.09321645e-01 -1.28634078e-01 -1.64684918e-01
3.81370020e-01 2.65293613e-02 1.97923842e-01 1.52158036e-01
-1.67931002e-01 -2.25591900e-01]
[ 1.11001589e-01 -2.40145339e-01 -1.56108299e-01 -2.44487486e-02
1.44108171e-02 -4.64961468e-02 1.03288354e-01 -1.54113416e-01
1.12407085e-01 -1.59133625e-01]
[ -1.14716918e-01 5.68230553e-02 2.65065471e-01 -2.59040079e-03
1.52083100e-01 7.93184496e-02 5.07308855e-02 -2.97013450e-01
-1.09123061e-01 -5.52463899e-02]
[ -3.45911800e-01 1.55143756e-02 1.54387529e-02 -2.25810902e-02
1.51999604e-01 -1.75640186e-01 1.46397271e-02 2.34511964e-01
-8.26274922e-02 7.81459963e-02]
[ 1.45378756e-01 5.06934325e-03 -2.33752690e-01 -8.00819019e-02
1.12536304e-01 -2.99265941e-01 8.12268815e-02 -1.67355780e-01
2.59010553e-03 -1.86116800e-01]
[ 2.15337633e-01 -1.86222677e-01 6.61590176e-02 -1.70384975e-02
7.95843298e-02 -3.83256220e-02 4.04047853e-02 -1.36367526e-01
1.17578504e-01 -1.73493942e-01]
[ -1.06861091e-01 -8.79954094e-02 1.20859762e-01 1.07225196e-01
4.76159897e-02 -1.13462598e-01 2.67986245e-01 -7.82797102e-02
1.81771528e-01 -5.65788922e-03]
[ -1.89658079e-02 -2.00538966e-01 1.92988486e-01 -2.69637997e-01
-1.25405339e-01 1.22330023e-01 9.24447202e-02 -1.19485167e-01
8.91427571e-03 2.04246757e-01]]
[[ 0.63912272]
[ 1.70665632]
[ 0.26309983]
[ 0.90030084]
[-2.73653703]
[-0.26175782]
[-1.70036592]
[ 0.08408938]
[ 0.71718386]
[ 0.90391479]]
Progress: 40.3% ... Training loss: 0.272 ... Validation loss: 0.442[[ 1.65464720e-01 2.43963945e-01 -1.03405753e-01 1.13966934e-01
-5.35702859e-01 -7.26863706e-02 -7.84589767e-02 1.21634324e-01
-5.23420917e-02 1.98468908e-01]
[ 1.66723371e-02 1.53619381e-01 -1.81385777e-02 5.03125087e-02
7.11451965e-02 -8.00576637e-03 3.10747957e-01 4.15343176e-02
1.45101842e-01 -2.40434587e-02]
[ 1.94591125e-01 7.69283109e-01 1.21332805e-02 -4.42866548e-02
6.15635637e-01 -2.22427755e-02 -8.69370235e-01 -4.06918627e-02
5.44495249e-02 2.84815339e-01]
[ 3.63091565e-02 -3.75513905e-01 -2.02103932e-01 1.57138137e-01
-1.23195750e-02 1.34206909e-01 2.05347076e-01 6.25821574e-02
1.10087801e-01 2.67590917e-01]
[ -2.46162610e-02 8.86609640e-02 -1.50802071e-01 3.61328148e-02
-3.32411004e-02 -1.79169979e-01 7.09675880e-02 -1.18561289e-01
-1.98940326e-01 -4.97126057e-02]
[ -3.86547249e-01 -6.42512804e-01 -2.97337567e-01 1.62920006e-01
-9.38395226e-02 3.92939870e-02 3.39955249e-01 -3.80913629e-02
-2.01121941e-02 -1.76962925e-02]
[ -3.99777858e-03 -2.30708965e-01 9.81342293e-03 9.28119397e-02
-1.38942912e-02 -7.16716064e-02 1.82801371e-01 -1.90850066e-01
1.98597459e-01 3.64630041e-02]
[ 1.07200904e-01 -2.61695889e-01 3.22795645e-02 -7.63105851e-02
3.85176012e-02 -4.74441143e-02 8.73504201e-02 1.18374625e-01
7.63246811e-02 -2.77094701e-02]
[ -1.76541575e-01 -1.55970950e-01 -3.03301819e-01 -2.22895874e-02
-1.91770212e-02 6.93425724e-02 -1.24417281e-01 -2.95040162e-02
2.63304346e-01 -1.34507949e-01]
[ 3.89873351e-02 -4.14563739e-01 8.19489780e-02 7.60755292e-03
-1.25343262e-01 -1.13245750e-01 2.15278100e-01 -1.07331356e-01
7.98809128e-03 8.21236925e-02]
[ -8.35234852e-02 -8.96105879e-02 2.55916217e-03 -1.37792017e-01
-5.40013030e-02 1.51188764e-02 2.11217589e-01 -1.02597612e-01
-7.46740535e-03 -1.20667763e-01]
[ -1.20415057e-01 -1.89009796e-01 -6.98092444e-02 5.89147711e-03
3.54575415e-01 9.99449416e-02 1.43822024e-01 -1.60233511e-02
-1.67445288e-01 -2.11006648e-01]
[ -1.58091168e-01 2.91093349e-03 6.13786151e-02 2.01911800e-02
-1.69852711e-01 -2.19190235e-01 -1.75706676e-01 -1.97170577e-01
8.54595130e-02 1.72236365e-01]
[ -2.73219053e-01 -3.34154731e-01 9.90504510e-02 2.27545346e-01
-1.29995389e-01 -6.85208515e-02 8.17432924e-02 -2.59693820e-01
-2.61653848e-01 -7.40088663e-02]
[ 1.03347347e-01 -1.87529596e-01 -2.17571587e-02 1.19668129e-01
-5.59412259e-02 -8.88900591e-02 2.38696708e-01 3.03245782e-03
2.78996825e-02 5.60811600e-03]
[ 3.83196411e-02 -1.06342841e-01 -2.09956847e-01 1.53889368e-01
-6.80749775e-02 8.22171044e-02 -3.45395412e-02 -1.97456920e-02
-8.72442787e-02 -2.32716383e-03]
[ -1.19120007e-01 -7.97267975e-02 -2.01380669e-01 1.60028636e-01
-9.86223946e-05 1.33188091e-01 1.08566838e-02 -2.50289197e-01
7.43630224e-02 -1.94152547e-01]
[ -6.70667295e-02 -4.74612497e-02 2.76035008e-01 1.02157827e-01
1.13730826e-01 -6.19164709e-02 -1.18209191e-01 1.20782977e-01
7.67869691e-02 3.88423792e-02]
[ 6.07442443e-02 -1.58601239e-02 8.88035695e-02 9.17111547e-02
3.57664820e-02 -1.76244113e-02 2.11311708e-01 1.20580447e-01
-2.46263699e-02 -5.69305715e-02]
[ 1.23107887e-02 -1.40516012e-01 -2.90633986e-01 -4.73147150e-02
1.19525027e-01 -9.38128643e-02 1.39890022e-01 1.63393125e-01
1.11463885e-01 -2.61119131e-02]
[ 4.59201711e-02 -3.43984277e-02 -1.17090386e-01 4.21442267e-02
-1.00188760e-01 3.22016815e-01 2.75915412e-01 2.04268635e-01
-1.61965123e-01 -6.35925722e-02]
[ 6.15206907e-03 1.50021662e-03 1.24605957e-01 1.12053276e-01
-1.11557941e-02 1.03605467e-01 -1.18557774e-01 -4.12570163e-02
2.19193748e-01 8.52509822e-02]
[ 1.14585412e-01 8.41830648e-02 -4.31599423e-02 -9.18302885e-02
-1.09904900e-01 -3.31713340e-01 1.11559085e-01 9.00859920e-03
1.48086918e-01 9.50504065e-02]
[ -1.02716576e-01 -3.67425972e-02 -1.60345442e-02 2.13739129e-02
-4.30505832e-03 -2.03999126e-01 -6.59049766e-02 -2.01450029e-02
1.59026450e-02 1.25803167e-01]
[ -1.59196323e-01 -1.20029083e-01 -2.02922287e-01 -1.97197981e-02
-2.80571111e-01 1.82332795e-04 4.90151633e-02 -2.52608982e-02
-9.16939353e-03 4.27469843e-02]
[ -3.14482804e-02 -1.20945533e-01 -7.52447080e-02 -1.27313479e-01
5.31180506e-01 2.75941176e-01 5.89999127e-01 1.12985610e-01
-1.82146791e-01 -3.79413113e-01]
[ -1.90984121e-02 -4.29253950e-01 -3.13830905e-02 -7.56609413e-02
6.66010219e-01 1.01331092e-01 5.59225575e-01 9.11849097e-02
2.79237698e-02 -3.89736438e-01]
[ 9.64273618e-03 -4.81345139e-01 -4.40674766e-02 -1.08496418e-01
6.80138601e-01 2.36594146e-02 5.22950763e-01 4.84839320e-02
-3.65352215e-01 -2.21287203e-01]
[ -1.74124222e-01 -6.24902937e-01 -1.06737575e-02 -2.06409844e-01
7.79159739e-01 -9.01695888e-02 6.49666597e-01 -8.32789321e-02
-7.00170591e-02 8.21741452e-02]
[ -2.99115786e-01 -4.42688161e-01 5.45346011e-02 -5.04284201e-02
9.18749984e-01 1.42784120e-01 4.56693137e-01 4.72854720e-02
-9.09981859e-02 -1.38998468e-01]
[ -2.06990935e-01 -3.27116519e-01 2.51493772e-01 -2.42160092e-01
6.63542016e-01 -4.48645091e-02 7.09795222e-01 1.30278935e-02
-2.56822947e-01 -2.68995501e-02]
[ -1.35462929e-01 -2.39981721e-01 -1.82721181e-01 -1.06877763e-01
5.03444744e-01 -2.28583550e-01 1.95212224e-01 1.68339927e-01
-1.33711480e-02 -1.24111918e-01]
[ 9.85231782e-02 2.28294275e-01 1.58620983e-01 -1.09472911e-01
-4.26498734e-02 5.53977923e-02 -1.29046971e-01 2.81334667e-01
6.13302463e-02 1.64564859e-01]
[ 3.58024958e-01 3.53622983e-01 -7.87512337e-02 3.23219483e-01
-9.12020038e-01 -2.90814128e-01 -4.99334675e-01 1.78252558e-01
3.95019948e-01 -1.59521321e-02]
[ 4.82795037e-02 1.31392998e-01 2.53709396e-01 2.49706495e-01
-6.19753003e-02 -1.96639438e-01 -1.79209886e-01 -1.32894054e-01
-1.38247151e-01 -2.88351065e-01]
[ 2.25996399e-02 -7.11575454e-02 -1.19257599e-01 -5.57042554e-02
2.25151784e-01 4.03391174e-02 -4.85348457e-03 -1.84960594e-01
3.21061287e-02 2.05359880e-01]
[ 2.82000735e-03 -4.57616355e-02 -6.64992974e-02 -4.94778111e-02
-3.45737150e-02 -1.78325073e-01 7.83457135e-02 1.00526676e-02
3.82232613e-02 5.59229023e-03]
[ 3.11948085e-02 8.64643757e-02 2.44592785e-01 7.62077283e-02
-2.38028469e-01 -1.36512789e-01 9.66011506e-02 3.96234829e-02
-1.84111848e-01 1.08127198e-01]
[ 7.23375219e-02 3.90178165e-02 1.07223018e-01 6.43931741e-03
-2.37111648e-01 6.83596559e-02 5.65246487e-02 -2.71079603e-01
-1.84156300e-02 -8.93624356e-02]
[ -1.24595302e-02 9.61192860e-02 8.36016074e-02 -3.41409227e-02
-4.17049690e-02 1.81076797e-01 9.64392454e-02 1.17964565e-01
-2.48276394e-02 1.67948182e-01]
[ 2.24398923e-01 8.54095495e-02 2.98179459e-02 8.45211937e-02
1.57238720e-02 -2.48098319e-02 -1.82718158e-01 1.48700603e-01
-5.15787295e-02 -1.65751972e-02]
[ 4.31239781e-02 7.83646410e-03 1.69586346e-02 4.09338654e-02
-4.19272913e-01 -1.23119153e-01 -2.13819282e-01 4.09883310e-02
1.18619552e-01 1.91943443e-01]
[ 5.93834789e-02 5.22014634e-01 1.28181502e-01 4.37206342e-01
-1.21190096e+00 -3.06865303e-01 -6.03274989e-01 -7.08161813e-02
3.01377372e-01 3.46459422e-01]
[ 1.83956969e-01 5.12052750e-01 6.92807712e-02 4.37593925e-01
-9.92888030e-01 -8.60580886e-02 -4.51579299e-01 1.51780079e-01
2.18537109e-01 4.88275667e-01]
[ 2.57913522e-01 3.28905901e-01 2.48672596e-01 1.56379330e-01
-4.78731350e-01 7.80838821e-02 -2.35653652e-01 1.63143102e-01
2.46194545e-01 8.64600100e-02]
[ -7.50800725e-02 2.24293518e-01 2.40829536e-01 1.50652129e-02
-4.18698564e-02 1.31133307e-01 -1.02957456e-01 -1.53727993e-02
-3.36994426e-02 4.86212728e-02]
[ -1.01818643e-01 -4.58723894e-03 2.34389700e-02 8.93204975e-02
-4.69344252e-02 1.16878227e-01 2.51258907e-01 1.96456253e-02
-2.77835475e-01 -9.72297580e-02]
[ -2.22439800e-01 -3.48275479e-02 -9.42437776e-02 -3.45935906e-01
1.87596008e-01 1.19735122e-01 1.10476280e-01 1.03203291e-01
-2.08351297e-01 3.09448705e-02]
[ 7.68232213e-03 -4.09313969e-01 -1.28663061e-01 -1.64766332e-01
3.81712741e-01 2.65553261e-02 1.97922426e-01 1.52150269e-01
-1.68000407e-01 -2.25693672e-01]
[ 1.12894056e-01 -2.35647002e-01 -1.55289603e-01 -2.16309281e-02
5.72016647e-03 -4.72736677e-02 9.87807813e-02 -1.53888741e-01
1.14541323e-01 -1.56487233e-01]
[ -1.15463632e-01 5.52333322e-02 2.64753948e-01 -3.71700701e-03
1.54770035e-01 7.96218216e-02 5.20280140e-02 -2.97116496e-01
-1.09888359e-01 -5.63673689e-02]
[ -3.45620225e-01 1.62240651e-02 1.55576251e-02 -2.21446856e-02
1.50813082e-01 -1.75752750e-01 1.41252107e-02 2.34558049e-01
-8.22973248e-02 7.85622684e-02]
[ 1.46580411e-01 6.31164518e-03 -2.33195521e-01 -7.80992099e-02
1.07008554e-01 -2.99785731e-01 7.94939337e-02 -1.67170631e-01
4.24921966e-03 -1.84306129e-01]
[ 2.15072493e-01 -1.86253463e-01 6.60827865e-02 -1.73009284e-02
8.01569288e-02 -3.82211679e-02 4.07072314e-02 -1.36389215e-01
1.17379888e-01 -1.73594835e-01]
[ -1.06483880e-01 -8.67292089e-02 1.20954744e-01 1.07555484e-01
4.70002959e-02 -1.13609959e-01 2.66553149e-01 -7.82354167e-02
1.82065760e-01 -5.20536639e-03]
[ -2.02803134e-02 -2.02579388e-01 1.92390891e-01 -2.71702900e-01
-1.21327635e-01 1.22935097e-01 9.48348508e-02 -1.19680207e-01
7.27908097e-03 2.02311322e-01]]
[[ 0.64626676]
[ 1.71398132]
[ 0.26519336]
[ 0.90612669]
[-2.73095079]
[-0.25847119]
[-1.69697794]
[ 0.08737966]
[ 0.72291975]
[ 0.90900039]]
Progress: 40.4% ... Training loss: 0.277 ... Validation loss: 0.444[[ 1.65705767e-01 2.44432923e-01 -1.03184658e-01 1.14484182e-01
-5.35483872e-01 -7.28380238e-02 -7.91771932e-02 1.21701542e-01
-5.21086218e-02 1.99172871e-01]
[ 1.68775499e-02 1.53992140e-01 -1.80407888e-02 5.06435107e-02
7.01696843e-02 -8.09908536e-03 3.10529872e-01 4.15640099e-02
1.45354232e-01 -2.37387350e-02]
[ 1.97213741e-01 7.73353161e-01 1.34189106e-02 -4.02011685e-02
6.07322688e-01 -2.33745174e-02 -8.74440639e-01 -4.02881329e-02
5.77772337e-02 2.89137567e-01]
[ 3.80680025e-02 -3.71982128e-01 -2.01338784e-01 1.59686346e-01
-1.65981801e-02 1.33464867e-01 2.00227590e-01 6.28353276e-02
1.12077053e-01 2.70334934e-01]
[ -2.51809706e-02 8.54531785e-02 -1.51067176e-01 3.56686160e-02
-3.33728678e-02 -1.78976394e-01 7.44250534e-02 -1.18615125e-01
-1.99243231e-01 -5.07874997e-02]
[ -3.88324883e-01 -6.45415586e-01 -2.98126176e-01 1.60445349e-01
-9.01924246e-02 4.00118944e-02 3.43994802e-01 -3.83363019e-02
-2.22339883e-02 -2.03550501e-02]
[ -6.21417187e-03 -2.36225954e-01 8.93702900e-03 8.94835395e-02
-4.37115290e-03 -7.07986477e-02 1.87871827e-01 -1.91150847e-01
1.95850377e-01 3.34109928e-02]
[ 1.09823127e-01 -2.55983807e-01 3.34380295e-02 -7.22823186e-02
2.71889926e-02 -4.85321785e-02 8.18415911e-02 1.18762840e-01
7.93982095e-02 -2.37550761e-02]
[ -1.77844914e-01 -1.59523645e-01 -3.03843105e-01 -2.40904801e-02
-1.41868500e-02 6.98390965e-02 -1.21116380e-01 -2.96759497e-02
2.62001964e-01 -1.36297526e-01]
[ 3.61019792e-02 -4.20892631e-01 8.07615839e-02 3.35535344e-03
-1.16396165e-01 -1.12142638e-01 2.22209419e-01 -1.07715033e-01
4.47905675e-03 7.81094844e-02]
[ -8.26243901e-02 -8.77711213e-02 2.95973283e-03 -1.36288882e-01
-5.80336418e-02 1.47246917e-02 2.09488417e-01 -1.02455061e-01
-6.35140007e-03 -1.19256393e-01]
[ -1.21103940e-01 -1.90780754e-01 -7.00702451e-02 5.06485834e-03
3.56492456e-01 1.00235340e-01 1.45521958e-01 -1.61116634e-02
-1.68149988e-01 -2.11949763e-01]
[ -1.58091168e-01 2.91093349e-03 6.13786151e-02 2.01911800e-02
-1.69852711e-01 -2.19190235e-01 -1.75706676e-01 -1.97170577e-01
8.54595130e-02 1.72236365e-01]
[ -2.73695133e-01 -3.34792065e-01 9.88240251e-02 2.26864779e-01
-1.29014702e-01 -6.83084955e-02 8.28422309e-02 -2.59762453e-01
-2.62273355e-01 -7.47737366e-02]
[ 1.03011647e-01 -1.87920873e-01 -2.18817348e-02 1.19262784e-01
-5.50702433e-02 -8.87840735e-02 2.39443950e-01 2.98944072e-03
2.75218362e-02 5.11847280e-03]
[ 3.79102509e-02 -1.07211293e-01 -2.10128142e-01 1.53382484e-01
-6.69829814e-02 8.23684772e-02 -3.36266075e-02 -1.97960122e-02
-8.76813754e-02 -2.85196337e-03]
[ -1.19663711e-01 -8.11797946e-02 -2.01595038e-01 1.59132525e-01
2.73563203e-03 1.33388194e-01 1.20484299e-02 -2.50353592e-01
7.35431639e-02 -1.94976990e-01]
[ -6.74527393e-02 -4.82575822e-02 2.75899322e-01 1.01600697e-01
1.15215227e-01 -6.17794860e-02 -1.17616490e-01 1.20729340e-01
7.63431635e-02 3.83088180e-02]
[ 5.95530488e-02 -1.88936472e-02 8.83140939e-02 8.99632858e-02
4.04550050e-02 -1.71305727e-02 2.14326669e-01 1.20409220e-01
-2.60159719e-02 -5.85050009e-02]
[ 1.37827051e-02 -1.37603867e-01 -2.90030567e-01 -4.51990901e-02
1.12960580e-01 -9.43691322e-02 1.36765400e-01 1.63598904e-01
1.13094349e-01 -2.40518531e-02]
[ 4.66127121e-02 -3.26245832e-02 -1.16740416e-01 4.33240927e-02
-1.03020484e-01 3.21681468e-01 2.74281553e-01 2.04382420e-01
-1.61054691e-01 -6.23867017e-02]
[ 5.96630755e-03 1.12479547e-03 1.24549191e-01 1.11879291e-01
-1.04002788e-02 1.03669857e-01 -1.17784857e-01 -4.12738560e-02
2.19091752e-01 8.50411075e-02]
[ 1.13865302e-01 8.24951464e-02 -4.34517154e-02 -9.28342226e-02
-1.07024890e-01 -3.31443235e-01 1.13262747e-01 8.91581157e-03
1.47324043e-01 9.40580601e-02]
[ -1.03103829e-01 -3.79072477e-02 -1.61914648e-02 2.08568462e-02
-3.22240177e-03 -2.03847850e-01 -6.48779044e-02 -2.01972883e-02
1.55193548e-02 1.25287889e-01]
[ -1.59400720e-01 -1.20567550e-01 -2.03056212e-01 -2.01020813e-02
-2.81012166e-01 2.86860570e-04 4.96135490e-02 -2.52967585e-02
-9.47214170e-03 4.23643471e-02]
[ -3.15795588e-02 -1.21406534e-01 -7.52957478e-02 -1.27480186e-01
5.31708854e-01 2.75988881e-01 5.90408329e-01 1.12969613e-01
-1.82277165e-01 -3.79609001e-01]
[ -1.94066118e-02 -4.30028366e-01 -3.15100134e-02 -7.61120480e-02
6.67242148e-01 1.01458529e-01 5.60008272e-01 9.11409810e-02
2.75723881e-02 -3.90200408e-01]
[ 9.64273618e-03 -4.81345139e-01 -4.40674766e-02 -1.08496418e-01
6.80138601e-01 2.36594146e-02 5.22950763e-01 4.84839320e-02
-3.65352215e-01 -2.21287203e-01]
[ -1.74077196e-01 -6.25013615e-01 -1.06260333e-02 -2.06246883e-01
7.78680497e-01 -9.02144718e-02 6.49918209e-01 -8.32649447e-02
-6.98846038e-02 8.23357104e-02]
[ -2.99082998e-01 -4.42702936e-01 5.45335392e-02 -5.03780816e-02
9.18579366e-01 1.42766923e-01 4.56708887e-01 4.72901994e-02
-9.09491765e-02 -1.38940411e-01]
[ -2.06965760e-01 -3.27029311e-01 2.51503234e-01 -2.42127760e-01
6.63491084e-01 -4.48742295e-02 7.09777048e-01 1.30309217e-02
-2.56796711e-01 -2.68651403e-02]
[ -1.35610783e-01 -2.40390079e-01 -1.82783964e-01 -1.07096049e-01
5.04054680e-01 -2.28525686e-01 1.95690096e-01 1.68318851e-01
-1.35218532e-02 -1.24306612e-01]
[ 9.76116867e-02 2.25968026e-01 1.58287573e-01 -1.10684944e-01
-3.91159382e-02 5.57513484e-02 -1.26694963e-01 2.81215672e-01
6.04003423e-02 1.63482890e-01]
[ 3.58476593e-01 3.54986929e-01 -7.85050904e-02 3.23876282e-01
-9.13391291e-01 -2.91042641e-01 -5.00824537e-01 1.78329805e-01
3.95409171e-01 -1.52145882e-02]
[ 4.81058378e-02 1.31006395e-01 2.53647107e-01 2.49519833e-01
-6.13518958e-02 -1.96583794e-01 -1.78975532e-01 -1.32917288e-01
-1.38453962e-01 -2.88550613e-01]
[ 2.22822614e-02 -7.19999384e-02 -1.19394660e-01 -5.61353243e-02
2.26311718e-01 4.04630443e-02 -4.26330635e-03 -1.84998788e-01
3.17334152e-02 2.04952940e-01]
[ 2.48589187e-03 -4.66686726e-02 -6.66420056e-02 -4.99693550e-02
-3.31746494e-02 -1.78210779e-01 7.91076967e-02 1.00080048e-02
3.78511033e-02 5.11198722e-03]
[ 3.09020086e-02 8.59483197e-02 2.44455210e-01 7.57417649e-02
-2.36961565e-01 -1.36395621e-01 9.71797403e-02 3.95831983e-02
-1.84467524e-01 1.07650251e-01]
[ 7.20271004e-02 3.83800940e-02 1.07090339e-01 5.97635937e-03
-2.35989767e-01 6.84759224e-02 5.71875144e-02 -2.71118720e-01
-1.87822374e-02 -8.97632456e-02]
[ -1.22069516e-02 9.69040906e-02 8.37276182e-02 -3.38062015e-02
-4.26656490e-02 1.80975891e-01 9.57238018e-02 1.17995898e-01
-2.45797229e-02 1.68280664e-01]
[ 2.24253737e-01 8.52555737e-02 2.97524274e-02 8.43177134e-02
1.62254830e-02 -2.47515552e-02 -1.82565088e-01 1.48680209e-01
-5.17586009e-02 -1.67905316e-02]
[ 4.34111186e-02 8.74119910e-03 1.70744188e-02 4.13442164e-02
-4.20646887e-01 -1.23227496e-01 -2.14488154e-01 4.10271013e-02
1.18923752e-01 1.92359764e-01]
[ 6.00601722e-02 5.23005040e-01 1.28456768e-01 4.38290773e-01
-1.21670028e+00 -3.07115844e-01 -6.03671098e-01 -7.07050948e-02
3.02110739e-01 3.47382089e-01]
[ 1.82942715e-01 5.09594906e-01 6.88582640e-02 4.36182296e-01
-9.89691870e-01 -8.56499779e-02 -4.49029507e-01 1.51638606e-01
2.17408510e-01 4.86811617e-01]
[ 2.57574504e-01 3.28057479e-01 2.48534348e-01 1.55914004e-01
-4.77496944e-01 7.82214707e-02 -2.34912832e-01 1.63093665e-01
2.45850096e-01 8.59674338e-02]
[ -7.46785596e-02 2.25379189e-01 2.40979670e-01 1.56074496e-02
-4.34911046e-02 1.30979319e-01 -1.04031270e-01 -1.53200409e-02
-3.32573798e-02 4.91571076e-02]
[ -1.02182807e-01 -5.06224291e-03 2.32630500e-02 8.87152761e-02
-4.56893501e-02 1.17049927e-01 2.51806041e-01 1.95882200e-02
-2.78297294e-01 -9.78232238e-02]
[ -2.22494885e-01 -3.49785679e-02 -9.42702144e-02 -3.46006469e-01
1.87783401e-01 1.19756868e-01 1.10623766e-01 1.03195834e-01
-2.08416461e-01 3.08738386e-02]
[ 7.67754295e-03 -4.09319569e-01 -1.28665247e-01 -1.64773637e-01
3.81731830e-01 2.65574610e-02 1.97931366e-01 1.52149546e-01
-1.68006372e-01 -2.25700979e-01]
[ 1.12902452e-01 -2.35486517e-01 -1.55318175e-01 -2.14778755e-02
3.85414296e-03 -4.72994727e-02 9.91258805e-02 -1.53885562e-01
1.14607705e-01 -1.56480418e-01]
[ -1.15111272e-01 5.55731877e-02 2.64908810e-01 -3.20823917e-03
1.53146410e-01 7.95111425e-02 5.15755153e-02 -2.97070431e-01
-1.09467149e-01 -5.58659507e-02]
[ -3.46566635e-01 1.41021560e-02 1.51380141e-02 -2.35545638e-02
1.54466538e-01 -1.75377626e-01 1.60336966e-02 2.34422384e-01
-8.34402304e-02 7.72273164e-02]
[ 1.46847151e-01 7.03849884e-03 -2.33073250e-01 -7.76340440e-02
1.05102029e-01 -2.99944151e-01 7.87898495e-02 -1.67127772e-01
4.56981844e-03 -1.83927408e-01]
[ 2.13628949e-01 -1.89202330e-01 6.55771895e-02 -1.90543655e-02
8.56723499e-02 -3.77318218e-02 4.40995200e-02 -1.36546094e-01
1.15902456e-01 -1.75406809e-01]
[ -1.05357891e-01 -8.48822945e-02 1.21437394e-01 1.09056221e-01
4.34781850e-02 -1.14059006e-01 2.64192760e-01 -7.80722259e-02
1.83139084e-01 -3.60644215e-03]
[ -2.23189879e-02 -2.06843103e-01 1.91537063e-01 -2.74742991e-01
-1.14746430e-01 1.23813905e-01 9.96080296e-02 -1.19972395e-01
4.92017508e-03 1.99426417e-01]]
[[ 0.64102379]
[ 1.71225116]
[ 0.25631673]
[ 0.89755215]
[-2.73665086]
[-0.26610751]
[-1.71024463]
[ 0.08138803]
[ 0.71544739]
[ 0.90223352]]
Progress: 40.4% ... Training loss: 0.272 ... Validation loss: 0.438[[ 1.63147680e-01 2.37550972e-01 -1.04218909e-01 1.10881465e-01
-5.24310007e-01 -7.18078174e-02 -7.26200335e-02 1.21380637e-01
-5.49386306e-02 1.95934986e-01]
[ 1.67636525e-02 1.53590964e-01 -1.80751694e-02 5.05248104e-02
7.05680911e-02 -8.06734883e-03 3.11102135e-01 4.15573993e-02
1.45260307e-01 -2.38723819e-02]
[ 1.93258724e-01 7.67243428e-01 1.18015731e-02 -4.57426848e-02
6.21319176e-01 -2.17550201e-02 -8.67759733e-01 -4.07911983e-02
5.33475502e-02 2.83792887e-01]
[ 4.11173863e-02 -3.67041399e-01 -2.00083245e-01 1.64171776e-01
-2.91073098e-02 1.32195780e-01 1.94079453e-01 6.32179092e-02
1.15435923e-01 2.74382222e-01]
[ -2.61132960e-02 8.39967716e-02 -1.51426821e-01 3.44007855e-02
-3.13482501e-02 -1.78612290e-01 7.60585640e-02 -1.18715639e-01
-2.00182273e-01 -5.20760562e-02]
[ -3.88325722e-01 -6.46496938e-01 -2.98135421e-01 1.60399663e-01
-8.92676191e-02 4.00020761e-02 3.44886822e-01 -3.83300535e-02
-2.22354144e-02 -2.02355260e-02]
[ -7.85605310e-03 -2.40587249e-01 8.27471948e-03 8.71256754e-02
1.94099064e-03 -7.01165026e-02 1.92149756e-01 -1.91358192e-01
1.94008248e-01 3.11152500e-02]
[ 1.08572399e-01 -2.58506392e-01 3.29229320e-02 -7.39104891e-02
3.03690702e-02 -4.80449867e-02 8.42836525e-02 1.18612701e-01
7.80632052e-02 -2.51752945e-02]
[ -1.78254832e-01 -1.61256552e-01 -3.04002636e-01 -2.45433942e-02
-1.30417835e-02 7.00011001e-02 -1.19459227e-01 -2.97202181e-02
2.61651965e-01 -1.36874945e-01]
[ 3.40947260e-02 -4.26221050e-01 7.99408013e-02 7.41857503e-04
-1.11133380e-01 -1.11352684e-01 2.27739824e-01 -1.07951740e-01
2.34198909e-03 7.54483799e-02]
[ -8.34801883e-02 -9.05878246e-02 2.59763192e-03 -1.37677292e-01
-5.27415376e-02 1.50992320e-02 2.12023674e-01 -1.02563979e-01
-7.38589393e-03 -1.20520572e-01]
[ -1.21544254e-01 -1.92333771e-01 -7.02335443e-02 4.58212962e-03
3.57499659e-01 1.00392369e-01 1.46725460e-01 -1.61615426e-02
-1.68506985e-01 -2.12198334e-01]
[ -1.58091168e-01 2.91093349e-03 6.13786151e-02 2.01911800e-02
-1.69852711e-01 -2.19190235e-01 -1.75706676e-01 -1.97170577e-01
8.54595130e-02 1.72236365e-01]
[ -2.73828877e-01 -3.35186729e-01 9.87605522e-02 2.26653906e-01
-1.28748679e-01 -6.82444471e-02 8.32757013e-02 -2.59778738e-01
-2.62468899e-01 -7.49831141e-02]
[ 1.03395647e-01 -1.87586037e-01 -2.17200916e-02 1.19765126e-01
-5.54556230e-02 -8.89582729e-02 2.38905210e-01 3.04047753e-03
2.79523139e-02 5.65438248e-03]
[ 3.75502705e-02 -1.08556582e-01 -2.10270985e-01 1.52891290e-01
-6.54661645e-02 8.25153048e-02 -3.22803951e-02 -1.98380488e-02
-8.80412726e-02 -3.21502914e-03]
[ -1.20265660e-01 -8.26341572e-02 -2.01835233e-01 1.58290212e-01
5.12630626e-03 1.33628553e-01 1.35241467e-02 -2.50420428e-01
7.28782085e-02 -1.95785512e-01]
[ -6.74355885e-02 -4.82486457e-02 2.75905580e-01 1.01629510e-01
1.15410175e-01 -6.17937203e-02 -1.17680192e-01 1.20730088e-01
7.63647718e-02 3.83322888e-02]
[ 5.87434870e-02 -2.09596107e-02 8.79927877e-02 8.88239259e-02
4.27896045e-02 -1.67761409e-02 2.16449377e-01 1.20306191e-01
-2.69126771e-02 -5.96146895e-02]
[ 1.24410399e-02 -1.40227268e-01 -2.90587520e-01 -4.71467334e-02
1.18335152e-01 -9.38227925e-02 1.39364658e-01 1.63420800e-01
1.11538217e-01 -2.58847889e-02]
[ 4.65991830e-02 -3.27043921e-02 -1.16745065e-01 4.33315328e-02
-1.03581742e-01 3.21677592e-01 2.74319006e-01 2.04385771e-01
-1.61043922e-01 -6.24292867e-02]
[ 5.56634429e-03 -9.73830514e-05 1.24377039e-01 1.11429889e-01
-9.63305449e-03 1.03821716e-01 -1.16665417e-01 -4.13202166e-02
2.18741078e-01 8.47254104e-02]
[ 1.14017921e-01 8.26452943e-02 -4.33908720e-02 -9.25966608e-02
-1.07488248e-01 -3.31499609e-01 1.13044517e-01 8.93716287e-03
1.47473905e-01 9.42761823e-02]
[ -1.03414471e-01 -3.90980321e-02 -1.63115796e-02 2.04702497e-02
-2.47403776e-03 -2.03721787e-01 -6.36980194e-02 -2.02344936e-02
1.52367353e-02 1.24856889e-01]
[ -1.59286820e-01 -1.20383157e-01 -2.03009453e-01 -1.98954904e-02
-2.81633299e-01 2.27138302e-04 4.93892414e-02 -2.52788906e-02
-9.30689054e-03 4.25258599e-02]
[ -3.18140707e-02 -1.22305185e-01 -7.53743513e-02 -1.27802431e-01
5.32561612e-01 2.76086884e-01 5.91259960e-01 1.12940362e-01
-1.82537782e-01 -3.79966380e-01]
[ -1.95101934e-02 -4.30517276e-01 -3.15697546e-02 -7.62402543e-02
6.67822801e-01 1.01499530e-01 5.60438380e-01 9.11284218e-02
2.74707470e-02 -3.90380942e-01]
[ 9.80805447e-03 -4.81379075e-01 -4.40018465e-02 -1.08262503e-01
6.79299513e-01 2.35910593e-02 5.22844807e-01 4.85050131e-02
-3.65162741e-01 -2.21053384e-01]
[ -1.74203082e-01 -6.25455408e-01 -1.06842745e-02 -2.06438980e-01
7.79202604e-01 -9.01560132e-02 6.50408364e-01 -8.32817519e-02
-7.00333886e-02 8.21541057e-02]
[ -2.99196776e-01 -4.43084255e-01 5.44911759e-02 -5.05241512e-02
9.18848687e-01 1.42807188e-01 4.57034905e-01 4.72762292e-02
-9.10748488e-02 -1.39105729e-01]
[ -2.07071771e-01 -3.27525135e-01 2.51459051e-01 -2.42281541e-01
6.63913389e-01 -4.48322741e-02 7.10169308e-01 1.30172938e-02
-2.56922760e-01 -2.70080675e-02]
[ -1.35444476e-01 -2.40300061e-01 -1.82713023e-01 -1.06824175e-01
5.03207736e-01 -2.28601588e-01 1.95541809e-01 1.68344745e-01
-1.33135843e-02 -1.24044703e-01]
[ 9.78215106e-02 2.26516406e-01 1.58371405e-01 -1.10378801e-01
-3.99385808e-02 5.56585635e-02 -1.27235756e-01 2.81243214e-01
6.06338227e-02 1.63785005e-01]
[ 3.59108489e-01 3.55610340e-01 -7.82491701e-02 3.24692499e-01
-9.14949527e-01 -2.91295652e-01 -5.01744827e-01 1.78412660e-01
3.96107959e-01 -1.42801706e-02]
[ 4.78613477e-02 1.30545081e-01 2.53544469e-01 2.49152504e-01
-6.05387282e-02 -1.96475439e-01 -1.78505911e-01 -1.32949167e-01
-1.38736183e-01 -2.88895117e-01]
[ 2.26015631e-02 -7.12301823e-02 -1.19262034e-01 -5.56465222e-02
2.24902781e-01 4.03195961e-02 -5.08563878e-03 -1.84955392e-01
3.21034021e-02 2.05382472e-01]
[ 2.05475329e-03 -4.75655809e-02 -6.67934798e-02 -5.05408902e-02
-3.14603448e-02 -1.78031071e-01 8.00589040e-02 9.95700869e-03
3.73860787e-02 4.50725368e-03]
[ 3.13359737e-02 8.72553514e-02 2.44630272e-01 7.64313934e-02
-2.39021090e-01 -1.36613242e-01 9.60599112e-02 3.96486675e-02
-1.83926824e-01 1.08318468e-01]
[ 7.17100799e-02 3.74987903e-02 1.06949387e-01 5.49944624e-03
-2.34347119e-01 6.86047464e-02 5.81747946e-02 -2.71160015e-01
-1.91641646e-02 -9.02237182e-02]
[ -1.20307481e-02 9.74135457e-02 8.37994930e-02 -3.35643472e-02
-4.33634580e-02 1.80895589e-01 9.51268909e-02 1.18020538e-01
-2.43929742e-02 1.68530981e-01]
[ 2.23870459e-01 8.41377466e-02 2.95973516e-02 8.37752472e-02
1.79143289e-02 -2.45979654e-02 -1.81470958e-01 1.48633056e-01
-5.21603131e-02 -1.71985102e-02]
[ 4.33430373e-02 8.66849168e-03 1.70472599e-02 4.12501707e-02
-4.20224982e-01 -1.23207026e-01 -2.14366101e-01 4.10229790e-02
1.18848787e-01 1.92265290e-01]
[ 5.92593508e-02 5.20971874e-01 1.28131758e-01 4.37191904e-01
-1.21410626e+00 -3.06785627e-01 -6.01823874e-01 -7.08093820e-02
3.01252604e-01 3.46438100e-01]
[ 1.82130314e-01 5.08081209e-01 6.85199192e-02 4.35089619e-01
-9.87415686e-01 -8.52955394e-02 -4.47278281e-01 1.51531040e-01
2.16489387e-01 4.85698701e-01]
[ 2.56355160e-01 3.25294546e-01 2.48032832e-01 1.54156970e-01
-4.72959083e-01 7.87498553e-02 -2.32168052e-01 1.62934546e-01
2.44534662e-01 8.42979555e-02]
[ -7.47100532e-02 2.25465091e-01 2.40954315e-01 1.55232385e-02
-4.33997980e-02 1.31001505e-01 -1.04053099e-01 -1.53274655e-02
-3.33223627e-02 4.90861016e-02]
[ -1.02593146e-01 -5.84889409e-03 2.30951536e-02 8.81295359e-02
-4.40335225e-02 1.17226899e-01 2.52617766e-01 1.95324788e-02
-2.78780562e-01 -9.84091846e-02]
[ -2.22519900e-01 -3.51597903e-02 -9.42833160e-02 -3.46011300e-01
1.87803138e-01 1.19758261e-01 1.10699802e-01 1.03195883e-01
-2.08423300e-01 3.08750843e-02]
[ 7.69855018e-03 -4.09503499e-01 -1.28635661e-01 -1.64688655e-01
3.81424152e-01 2.65261854e-02 1.98131303e-01 1.52158916e-01
-1.67945981e-01 -2.25633132e-01]
[ 1.13102190e-01 -2.34737271e-01 -1.55250884e-01 -2.09884244e-02
1.76419489e-03 -4.74199365e-02 9.87338635e-02 -1.53849194e-01
1.14959304e-01 -1.56136520e-01]
[ -1.16193832e-01 5.23703068e-02 2.64496397e-01 -4.68720682e-03
1.57558866e-01 7.99276363e-02 5.48328519e-02 -2.97190980e-01
-1.10611669e-01 -5.73335885e-02]
[ -3.47256417e-01 1.23800945e-02 1.48703236e-02 -2.44442402e-02
1.56886787e-01 -1.75124722e-01 1.75863269e-02 2.34343138e-01
-8.41504628e-02 7.64024067e-02]
[ 1.46222543e-01 5.39704739e-03 -2.33299415e-01 -7.84717854e-02
1.07248379e-01 -2.99674209e-01 8.03508714e-02 -1.67201820e-01
3.83384572e-03 -1.84758619e-01]
[ 2.14261339e-01 -1.88821999e-01 6.58190407e-02 -1.82793749e-02
8.50326098e-02 -3.80003004e-02 4.33330080e-02 -1.36465298e-01
1.16583944e-01 -1.74434647e-01]
[ -1.05755693e-01 -8.56177182e-02 1.21282497e-01 1.08513270e-01
4.48593570e-02 -1.13887812e-01 2.64978025e-01 -7.81221347e-02
1.82741114e-01 -4.19438929e-03]
[ -2.36597311e-02 -2.10369002e-01 1.90942904e-01 -2.76742731e-01
-1.10814875e-01 1.24413835e-01 1.02879468e-01 -1.20161311e-01
3.34722378e-03 1.97648208e-01]]
[[ 0.6295301 ]
[ 1.69763891]
[ 0.24446203]
[ 0.88693338]
[-2.74617628]
[-0.27453634]
[-1.71660754]
[ 0.07236736]
[ 0.70455116]
[ 0.88995439]]
Progress: 40.5% ... Training loss: 0.272 ... Validation loss: 0.446[[ 1.63309746e-01 2.39378827e-01 -1.04127165e-01 1.11047828e-01
-5.26166679e-01 -7.18286091e-02 -7.40596884e-02 1.21401602e-01
-5.48629765e-02 1.96185080e-01]
[ 1.68004957e-02 1.53538347e-01 -1.80385047e-02 5.06415616e-02
7.03390301e-02 -8.08190019e-03 3.11033153e-01 4.15671847e-02
1.45357302e-01 -2.37356910e-02]
[ 1.97200028e-01 7.75039464e-01 1.33417183e-02 -4.02996403e-02
6.10448707e-01 -2.34081624e-02 -8.76386068e-01 -4.03246123e-02
5.75647169e-02 2.89493460e-01]
[ 4.08693505e-02 -3.68079270e-01 -2.00107688e-01 1.64085509e-01
-2.64361507e-02 1.32255745e-01 1.94098665e-01 6.32318043e-02
1.15017366e-01 2.74281513e-01]
[ -2.56739393e-02 8.39635527e-02 -1.51188185e-01 3.53971146e-02
-3.36500502e-02 -1.78804669e-01 7.46838100e-02 -1.18683054e-01
-1.99609766e-01 -5.14568149e-02]
[ -3.89094233e-01 -6.47845213e-01 -2.98449750e-01 1.59313179e-01
-8.81627519e-02 4.03418446e-02 3.46486471e-01 -3.84247538e-02
-2.31592477e-02 -2.13916933e-02]
[ -4.10465536e-03 -2.31885103e-01 9.78347613e-03 9.24855183e-02
-1.32833647e-02 -7.17893488e-02 1.82914924e-01 -1.90924914e-01
1.98216173e-01 3.64475770e-02]
[ 1.08599143e-01 -2.59131975e-01 3.29221261e-02 -7.39664498e-02
3.02678456e-02 -4.80127987e-02 8.48650537e-02 1.18620999e-01
7.80592165e-02 -2.51079723e-02]
[ -1.78199094e-01 -1.60889888e-01 -3.03970171e-01 -2.43414711e-02
-1.59190903e-02 6.99512617e-02 -1.19698097e-01 -2.97047400e-02
2.61865924e-01 -1.36656505e-01]
[ 3.52058334e-02 -4.24130283e-01 8.03660434e-02 2.25399964e-03
-1.18926187e-01 -1.11796888e-01 2.25726202e-01 -1.07829731e-01
3.68685271e-03 7.71113432e-02]
[ -8.14690256e-02 -8.54425635e-02 3.39153111e-03 -1.34771642e-01
-6.12328766e-02 1.41851601e-02 2.06623530e-01 -1.02321025e-01
-5.22510766e-03 -1.17644984e-01]
[ -1.21601155e-01 -1.92474847e-01 -7.02265992e-02 4.58365931e-03
3.56685786e-01 1.00399916e-01 1.46846574e-01 -1.61641504e-02
-1.68518573e-01 -2.12274965e-01]
[ -1.58091168e-01 2.91093349e-03 6.13786151e-02 2.01911800e-02
-1.69852711e-01 -2.19190235e-01 -1.75706676e-01 -1.97170577e-01
8.54595130e-02 1.72236365e-01]
[ -2.74232808e-01 -3.35665309e-01 9.85919259e-02 2.26083498e-01
-1.28479164e-01 -6.80613214e-02 8.38526638e-02 -2.59828611e-01
-2.62955314e-01 -7.55551476e-02]
[ 1.03501036e-01 -1.87683919e-01 -2.16775404e-02 1.19961361e-01
-5.60442092e-02 -8.90179263e-02 2.38990996e-01 3.05443470e-03
2.80682305e-02 5.76953646e-03]
[ 3.76999273e-02 -1.07851112e-01 -2.10205393e-01 1.53040716e-01
-6.58091726e-02 8.24334977e-02 -3.30302484e-02 -1.98189795e-02
-8.79272930e-02 -3.05744592e-03]
[ -1.18997941e-01 -7.93378083e-02 -2.01317502e-01 1.60115431e-01
-4.95234502e-04 1.33065316e-01 1.00000802e-02 -2.50289279e-01
7.43478592e-02 -1.93937692e-01]
[ -6.66837027e-02 -4.67043465e-02 2.76223664e-01 1.02774109e-01
1.11944540e-01 -6.21227883e-02 -1.19041337e-01 1.20826541e-01
7.72190276e-02 3.93983624e-02]
[ 5.93830874e-02 -2.00476712e-02 8.81954564e-02 8.95645828e-02
4.08417386e-02 -1.70166207e-02 2.15224047e-01 1.20372348e-01
-2.63031683e-02 -5.87996762e-02]
[ 1.24236027e-02 -1.40671162e-01 -2.90597568e-01 -4.72392126e-02
1.18390228e-01 -9.37973704e-02 1.39664126e-01 1.63418075e-01
1.11523062e-01 -2.58912538e-02]
[ 4.66638919e-02 -3.27076645e-02 -1.16735767e-01 4.33821468e-02
-1.03859174e-01 3.21671690e-01 2.74214974e-01 2.04393254e-01
-1.60989667e-01 -6.23363263e-02]
[ 6.48304971e-03 2.33317137e-03 1.24771176e-01 1.12859678e-01
-1.38987263e-02 1.03396263e-01 -1.18917352e-01 -4.12013967e-02
2.19745140e-01 8.60981747e-02]
[ 1.13418312e-01 8.14388312e-02 -4.36196417e-02 -9.34207582e-02
-1.06447637e-01 -3.31252562e-01 1.14307031e-01 8.86819381e-03
1.46862852e-01 9.34531757e-02]
[ -1.03245903e-01 -3.90548733e-02 -1.62663317e-02 2.06854988e-02
-2.93342046e-03 -2.03776052e-01 -6.39818841e-02 -2.02153362e-02
1.53949066e-02 1.25107869e-01]
[ -1.59264709e-01 -1.19989883e-01 -2.02971234e-01 -1.97409725e-02
-2.83127398e-01 1.80680247e-04 4.93720859e-02 -2.52672160e-02
-9.08000526e-03 4.26709373e-02]
[ -3.17341845e-02 -1.22164521e-01 -7.53411328e-02 -1.27686396e-01
5.32214898e-01 2.76048967e-01 5.91131896e-01 1.12950240e-01
-1.82441032e-01 -3.79857741e-01]
[ -1.95050137e-02 -4.30711479e-01 -3.15743024e-02 -7.62471757e-02
6.67861237e-01 1.01495583e-01 5.60528090e-01 9.11313163e-02
2.74574779e-02 -3.90343857e-01]
[ 1.02805791e-02 -4.81143232e-01 -4.38202159e-02 -1.07586936e-01
6.77198221e-01 2.33861143e-02 5.22358036e-01 4.85603911e-02
-3.64642025e-01 -2.20435841e-01]
[ -1.73944442e-01 -6.25075526e-01 -1.05760261e-02 -2.06051197e-01
7.78124287e-01 -9.02788834e-02 6.49894862e-01 -8.32493756e-02
-6.97247468e-02 8.25297968e-02]
[ -2.99521901e-01 -4.43971972e-01 5.43781206e-02 -5.09265826e-02
9.20054554e-01 1.42935698e-01 4.58047328e-01 4.72417443e-02
-9.13863436e-02 -1.39522185e-01]
[ -2.06721986e-01 -3.26931682e-01 2.51611345e-01 -2.41713704e-01
6.62415116e-01 -4.50049009e-02 7.09427315e-01 1.30646567e-02
-2.56466523e-01 -2.64143469e-02]
[ -1.35892542e-01 -2.41193480e-01 -1.82888624e-01 -1.07510976e-01
5.04716249e-01 -2.28397427e-01 1.96521774e-01 1.68288548e-01
-1.38410372e-02 -1.24700295e-01]
[ 9.72352247e-02 2.25076340e-01 1.58116847e-01 -1.11297035e-01
-3.76929615e-02 5.59427020e-02 -1.25768479e-01 2.81170565e-01
5.99302065e-02 1.62894529e-01]
[ 3.59839688e-01 3.58049559e-01 -7.79349107e-02 3.25819593e-01
-9.18184040e-01 -2.91641252e-01 -5.03990705e-01 1.78514963e-01
3.97000117e-01 -1.30720274e-02]
[ 4.79753986e-02 1.30859280e-01 2.53585693e-01 2.49308274e-01
-6.10222046e-02 -1.96519944e-01 -1.78819721e-01 -1.32936834e-01
-1.38609478e-01 -2.88756496e-01]
[ 2.26336422e-02 -7.11052879e-02 -1.19263296e-01 -5.56560151e-02
2.24637360e-01 4.03216038e-02 -5.24349978e-03 -1.84966119e-01
3.21018011e-02 2.05395467e-01]
[ 2.24344575e-03 -4.70658864e-02 -6.67150876e-02 -5.02359499e-02
-3.23957936e-02 -1.78118873e-01 7.95318313e-02 9.98183032e-03
3.76225246e-02 4.80555227e-03]
[ 3.16673039e-02 8.80461963e-02 2.44765588e-01 7.68821084e-02
-2.40100043e-01 -1.36753985e-01 9.53918343e-02 3.96854508e-02
-1.83626279e-01 1.08752554e-01]
[ 7.19325001e-02 3.80499764e-02 1.07032683e-01 5.78343481e-03
-2.35230359e-01 6.85034640e-02 5.77187330e-02 -2.71133534e-01
-1.89045768e-02 -8.98933033e-02]
[ -1.12362988e-02 9.92351841e-02 8.41120794e-02 -3.24229706e-02
-4.67438840e-02 1.80546613e-01 9.31412797e-02 1.18104903e-01
-2.34947534e-02 1.69651770e-01]
[ 2.25050083e-01 8.73124405e-02 3.00908322e-02 8.55654906e-02
1.26003096e-02 -2.51288494e-02 -1.84643932e-01 1.48776772e-01
-5.07584937e-02 -1.54058606e-02]
[ 4.32195507e-02 8.38646914e-03 1.69843294e-02 4.10180116e-02
-4.19812055e-01 -1.23146544e-01 -2.13895399e-01 4.10061485e-02
1.18671209e-01 1.92031185e-01]
[ 5.92304608e-02 5.20758121e-01 1.28113254e-01 4.37119061e-01
-1.21419967e+00 -3.06778307e-01 -6.01539780e-01 -7.08129103e-02
3.01262640e-01 3.46329452e-01]
[ 1.81304175e-01 5.06516301e-01 6.82068156e-02 4.33960351e-01
-9.86352496e-01 -8.49116604e-02 -4.45592970e-01 1.51434591e-01
2.15558163e-01 4.84481917e-01]
[ 2.56473017e-01 3.25784741e-01 2.48065348e-01 1.54307588e-01
-4.73726151e-01 7.87050838e-02 -2.32638117e-01 1.62948099e-01
2.44636326e-01 8.44959754e-02]
[ -7.46873467e-02 2.25515126e-01 2.40964042e-01 1.55590843e-02
-4.34914788e-02 1.30990630e-01 -1.04111010e-01 -1.53246290e-02
-3.32940821e-02 4.91209087e-02]
[ -1.02652134e-01 -5.84567676e-03 2.30691488e-02 8.80536267e-02
-4.37563147e-02 1.17239658e-01 2.52705634e-01 1.95266180e-02
-2.78832687e-01 -9.85014102e-02]
[ -2.22650706e-01 -3.54072786e-02 -9.43222621e-02 -3.46199829e-01
1.88288543e-01 1.19816160e-01 1.10941593e-01 1.03181533e-01
-2.08566834e-01 3.06893008e-02]
[ 8.39128430e-03 -4.08294631e-01 -1.28377252e-01 -1.63734556e-01
3.78641217e-01 2.62320469e-02 1.96445165e-01 1.52237266e-01
-1.67227832e-01 -2.24672645e-01]
[ 1.13596255e-01 -2.33433620e-01 -1.55043457e-01 -2.02706903e-02
-2.74951429e-03 -4.76434505e-02 9.79408311e-02 -1.53798082e-01
1.15585968e-01 -1.55417074e-01]
[ -1.16309098e-01 5.20758528e-02 2.64454481e-01 -4.84279415e-03
1.57735020e-01 7.99756976e-02 5.50501654e-02 -2.97203207e-01
-1.10743447e-01 -5.74802885e-02]
[ -3.46621666e-01 1.36420719e-02 1.51149301e-02 -2.34845290e-02
1.53945818e-01 -1.75421238e-01 1.64542950e-02 2.34423902e-01
-8.33785326e-02 7.73642098e-02]
[ 1.47641738e-01 8.61487180e-03 -2.32712151e-01 -7.62905241e-02
1.01619998e-01 -3.00286384e-01 7.69576198e-02 -1.67015938e-01
5.48182698e-03 -1.82617463e-01]
[ 2.14431142e-01 -1.88924495e-01 6.58889705e-02 -1.81258034e-02
8.51015018e-02 -3.80877145e-02 4.30478972e-02 -1.36444723e-01
1.16690077e-01 -1.74248584e-01]
[ -1.05610265e-01 -8.52510180e-02 1.21331991e-01 1.08731252e-01
4.39825812e-02 -1.13954164e-01 2.64411374e-01 -7.81055280e-02
1.82879843e-01 -3.99583816e-03]
[ -2.33423375e-02 -2.09027253e-01 1.91052184e-01 -2.76398082e-01
-1.14198106e-01 1.24301017e-01 1.01539581e-01 -1.20141668e-01
3.68162608e-03 1.98049810e-01]]
[[ 0.64212678]
[ 1.71014796]
[ 0.25501102]
[ 0.8972158 ]
[-2.73191415]
[-0.26542948]
[-1.70877579]
[ 0.08054827]
[ 0.71649989]
[ 0.90041166]]
Progress: 40.5% ... Training loss: 0.272 ... Validation loss: 0.441[[ 1.63610002e-01 2.39596430e-01 -1.04014641e-01 1.11436435e-01
-5.27063541e-01 -7.19631634e-02 -7.45942244e-02 1.21437895e-01
-5.44394391e-02 1.96564082e-01]
[ 1.65476824e-02 1.53110110e-01 -1.81178398e-02 5.03968671e-02
7.04512786e-02 -7.97751667e-03 3.11406116e-01 4.15369694e-02
1.45104924e-01 -2.40492287e-02]
[ 1.95143706e-01 7.70015269e-01 1.24178842e-02 -4.34657192e-02
6.18197806e-01 -2.24931372e-02 -8.72325057e-01 -4.06011876e-02
5.51237067e-02 2.86356262e-01]
[ 4.00294270e-02 -3.71007806e-01 -2.00430395e-01 1.62837098e-01
-2.04043661e-02 1.32611797e-01 1.97075117e-01 6.31356255e-02
1.14122847e-01 2.73118567e-01]
[ -2.32600131e-02 8.98876113e-02 -1.50159299e-01 3.89827803e-02
-4.45707102e-02 -1.79921019e-01 6.85827667e-02 -1.18384059e-01
-1.96847129e-01 -4.81611671e-02]
[ -3.89471272e-01 -6.49201622e-01 -2.98624469e-01 1.58807759e-01
-8.87681414e-02 4.04860726e-02 3.47747507e-01 -3.84757597e-02
-2.36032619e-02 -2.19739883e-02]
[ -2.99234380e-03 -2.29951667e-01 1.01972845e-02 9.40461102e-02
-1.80715711e-02 -7.22443860e-02 1.80841412e-01 -1.90786688e-01
1.99418654e-01 3.80153880e-02]
[ 1.07151878e-01 -2.63075453e-01 3.23096922e-02 -7.61074253e-02
3.50638214e-02 -4.73872698e-02 8.82167472e-02 1.18431088e-01
7.64252404e-02 -2.73047727e-02]
[ -1.78682576e-01 -1.62562206e-01 -3.04154660e-01 -2.49866787e-02
-1.38107968e-02 7.01139058e-02 -1.18036926e-01 -2.97639834e-02
2.61396854e-01 -1.37310111e-01]
[ 3.35787373e-02 -4.29050939e-01 7.95983108e-02 -2.63463552e-04
-1.14766675e-01 -1.11042337e-01 2.30126791e-01 -1.08050611e-01
1.75465954e-03 7.45965092e-02]
[ -8.16354520e-02 -8.63566463e-02 3.34068448e-03 -1.34957822e-01
-6.09622902e-02 1.42404120e-02 2.07480542e-01 -1.02349206e-01
-5.45936494e-03 -1.17885750e-01]
[ -1.21003107e-01 -1.91678876e-01 -6.99658536e-02 5.55629018e-03
3.53766361e-01 1.00067476e-01 1.45789361e-01 -1.60770261e-02
-1.67696702e-01 -2.11384255e-01]
[ -1.58091168e-01 2.91093349e-03 6.13786151e-02 2.01911800e-02
-1.69852711e-01 -2.19190235e-01 -1.75706676e-01 -1.97170577e-01
8.54595130e-02 1.72236365e-01]
[ -2.74173980e-01 -3.35538823e-01 9.86421232e-02 2.26258279e-01
-1.29388730e-01 -6.81127914e-02 8.39930472e-02 -2.59819870e-01
-2.62852500e-01 -7.54641744e-02]
[ 1.03228861e-01 -1.88148333e-01 -2.17804310e-02 1.19628047e-01
-5.54170344e-02 -8.89064521e-02 2.39381603e-01 3.02087255e-03
2.77660956e-02 5.41850935e-03]
[ 3.81163737e-02 -1.07612966e-01 -2.10072191e-01 1.53551641e-01
-6.67608830e-02 8.22616876e-02 -3.37302863e-02 -1.97659013e-02
-8.74874663e-02 -2.55261745e-03]
[ -1.18305043e-01 -7.80265570e-02 -2.01045538e-01 1.61074801e-01
-3.54784674e-03 1.32782298e-01 8.48457710e-03 -2.50211653e-01
7.51303089e-02 -1.92965006e-01]
[ -6.61705297e-02 -4.57400214e-02 2.76415257e-01 1.03524770e-01
1.09894936e-01 -6.23281584e-02 -1.19946853e-01 1.20897076e-01
7.78180221e-02 4.01623225e-02]
[ 5.91790150e-02 -2.05804868e-02 8.80939401e-02 8.92168385e-02
4.16620570e-02 -1.69427759e-02 2.15820069e-01 1.20343775e-01
-2.66281680e-02 -5.91389209e-02]
[ 1.11570858e-02 -1.43675534e-01 -2.91150258e-01 -4.91263723e-02
1.22704714e-01 -9.32315895e-02 1.41999334e-01 1.63248620e-01
1.10016465e-01 -2.77367138e-02]
[ 4.66194735e-02 -3.35787951e-02 -1.16752964e-01 4.33023002e-02
-1.03891752e-01 3.21684854e-01 2.74756947e-01 2.04386508e-01
-1.60983736e-01 -6.24323269e-02]
[ 6.41544369e-03 2.40880936e-03 1.24765518e-01 1.12836863e-01
-1.37335120e-02 1.03410597e-01 -1.18556641e-01 -4.12038617e-02
2.19765717e-01 8.59691893e-02]
[ 1.13027455e-01 8.02592482e-02 -4.37703325e-02 -9.39630481e-02
-1.04748247e-01 -3.31115727e-01 1.15512165e-01 8.81893961e-03
1.46445934e-01 9.29296718e-02]
[ -1.03177427e-01 -3.90368238e-02 -1.62386051e-02 2.07820032e-02
-3.21830509e-03 -2.03804583e-01 -6.40790634e-02 -2.02061537e-02
1.54632008e-02 1.25204616e-01]
[ -1.59964359e-01 -1.21710234e-01 -2.03273107e-01 -2.07510569e-02
-2.81962354e-01 4.82809048e-04 5.12206730e-02 -2.53582601e-02
-9.89282175e-03 4.16610741e-02]
[ -3.14999918e-02 -1.21854316e-01 -7.52498390e-02 -1.27335635e-01
5.31124231e-01 2.75951332e-01 5.90759670e-01 1.12980733e-01
-1.82168981e-01 -3.79505899e-01]
[ -1.94171833e-02 -4.30754481e-01 -3.15360455e-02 -7.61033207e-02
6.67455290e-01 1.01452379e-01 5.60459562e-01 9.11446132e-02
2.75761559e-02 -3.90215054e-01]
[ 1.00043572e-02 -4.81824676e-01 -4.39327492e-02 -1.07973202e-01
6.78190005e-01 2.35048905e-02 5.23081447e-01 4.85245806e-02
-3.64945471e-01 -2.20842744e-01]
[ -1.73539975e-01 -6.24421084e-01 -1.04102778e-02 -2.05419194e-01
7.76578948e-01 -9.04611256e-02 6.49139012e-01 -8.31956406e-02
-6.92379785e-02 8.31364906e-02]
[ -2.99475128e-01 -4.44296818e-01 5.44068408e-02 -5.08203388e-02
9.19627749e-01 1.42901519e-01 4.58256357e-01 4.72508894e-02
-9.13010931e-02 -1.39428590e-01]
[ -2.06827685e-01 -3.27276236e-01 2.51580231e-01 -2.41829548e-01
6.62731397e-01 -4.49695669e-02 7.09809424e-01 1.30548880e-02
-2.56563443e-01 -2.65131725e-02]
[ -1.35661594e-01 -2.40758037e-01 -1.82795492e-01 -1.07169626e-01
5.03720011e-01 -2.28493040e-01 1.96043154e-01 1.68319225e-01
-1.35773082e-02 -1.24366533e-01]
[ 9.69642091e-02 2.24258571e-01 1.57982013e-01 -1.11727223e-01
-3.67436363e-02 5.60763552e-02 -1.25173917e-01 2.81131099e-01
5.96045437e-02 1.62475246e-01]
[ 3.59168392e-01 3.55785064e-01 -7.82088125e-02 3.24672507e-01
-9.14898657e-01 -2.91341897e-01 -5.02037952e-01 1.78417593e-01
3.96108577e-01 -1.41289125e-02]
[ 4.77864954e-02 1.30493779e-01 2.53506795e-01 2.49043759e-01
-6.03719123e-02 -1.96439230e-01 -1.78408437e-01 -1.32959544e-01
-1.38827175e-01 -2.89016858e-01]
[ 2.22059735e-02 -7.21094512e-02 -1.19438945e-01 -5.62706730e-02
2.25805157e-01 4.04913430e-02 -4.30976493e-03 -1.85022383e-01
3.16147893e-02 2.04822095e-01]
[ 1.95098056e-03 -4.76982181e-02 -6.68385429e-02 -5.06788677e-02
-3.11640535e-02 -1.77997689e-01 8.02032801e-02 9.94195429e-03
3.72721476e-02 4.37878765e-03]
[ 3.14988707e-02 8.75703784e-02 2.44713433e-01 7.66936305e-02
-2.39613612e-01 -1.36684220e-01 9.57282749e-02 3.96696148e-02
-1.83753874e-01 1.08579500e-01]
[ 7.16007037e-02 3.75966863e-02 1.06906967e-01 5.36737014e-03
-2.33686906e-01 6.86092340e-02 5.85174202e-02 -2.71179038e-01
-1.92328103e-02 -9.03500533e-02]
[ -1.17922112e-02 9.78208632e-02 8.38702573e-02 -3.32811020e-02
-4.43019137e-02 1.80801615e-01 9.44486108e-02 1.18027448e-01
-2.41496986e-02 1.68832336e-01]
[ 2.25507937e-01 8.83977576e-02 3.02532537e-02 8.61518192e-02
1.05443347e-02 -2.53064429e-02 -1.86115489e-01 1.48823353e-01
-5.03059839e-02 -1.48213878e-02]
[ 4.36094249e-02 9.34829179e-03 1.71445423e-02 4.15979038e-02
-4.21615614e-01 -1.23312892e-01 -2.14724240e-01 4.10589765e-02
1.19131170e-01 1.92519698e-01]
[ 5.90040794e-02 5.20248890e-01 1.28000709e-01 4.36757527e-01
-1.21418885e+00 -3.06674475e-01 -6.00762232e-01 -7.08442709e-02
3.00962258e-01 3.45966373e-01]
[ 1.82664400e-01 5.09451888e-01 6.87615925e-02 4.36009128e-01
-9.92688924e-01 -8.55097072e-02 -4.48519804e-01 1.51622721e-01
2.17211449e-01 4.86465066e-01]
[ 2.56076661e-01 3.24952173e-01 2.47905054e-01 1.53775681e-01
-4.72307298e-01 7.88718755e-02 -2.31903626e-01 1.62900082e-01
2.44181155e-01 8.39278491e-02]
[ -7.50674200e-02 2.24871619e-01 2.40801755e-01 1.49915416e-02
-4.20606760e-02 1.31156821e-01 -1.03323964e-01 -1.53753307e-02
-3.37258632e-02 4.85522223e-02]
[ -1.02495690e-01 -5.41776321e-03 2.31350339e-02 8.82877181e-02
-4.44673467e-02 1.17170350e-01 2.52267869e-01 1.95476410e-02
-2.78647511e-01 -9.82686416e-02]
[ -2.22609568e-01 -3.52744219e-02 -9.43061567e-02 -3.46143072e-01
1.88123583e-01 1.19799851e-01 1.10801707e-01 1.03186728e-01
-2.08519894e-01 3.07452071e-02]
[ 8.07828531e-03 -4.09470146e-01 -1.28526434e-01 -1.64220497e-01
3.79763910e-01 2.63637808e-02 1.97505783e-01 1.52194366e-01
-1.67625999e-01 -2.25205513e-01]
[ 1.13398757e-01 -2.35234067e-01 -1.55206848e-01 -2.07188074e-02
-1.90599415e-03 -4.75025238e-02 9.89274659e-02 -1.53841636e-01
1.15244428e-01 -1.55933176e-01]
[ -1.16419160e-01 5.16091021e-02 2.64420727e-01 -4.94092923e-03
1.57876065e-01 8.00047272e-02 5.55504751e-02 -2.97216311e-01
-1.10894029e-01 -5.76328677e-02]
[ -3.47454668e-01 1.18932657e-02 1.47694943e-02 -2.46924441e-02
1.57089905e-01 -1.75079348e-01 1.82090573e-02 2.34317255e-01
-8.43206360e-02 7.61892447e-02]
[ 1.48429241e-01 9.95876266e-03 -2.32350591e-01 -7.50344737e-02
9.74453276e-02 -3.00683419e-01 7.53767010e-02 -1.66897172e-01
6.52084642e-03 -1.81407904e-01]
[ 2.14188302e-01 -1.89976642e-01 6.57552837e-02 -1.85080439e-02
8.61331391e-02 -3.79661484e-02 4.39939509e-02 -1.36475916e-01
1.16415069e-01 -1.74576605e-01]
[ -1.06815481e-01 -8.78544671e-02 1.20849566e-01 1.07022826e-01
4.83953283e-02 -1.13476196e-01 2.67125952e-01 -7.82591321e-02
1.81537214e-01 -5.63785786e-03]
[ -2.27366973e-02 -2.07738312e-01 1.91291484e-01 -2.75540311e-01
-1.18085799e-01 1.24064035e-01 1.00418549e-01 -1.20074268e-01
4.34989075e-03 1.98789047e-01]]
[[ 0.63759531]
[ 1.70706362]
[ 0.25075939]
[ 0.89405937]
[-2.73784199]
[-0.26918902]
[-1.71168239]
[ 0.07530014]
[ 0.71050495]
[ 0.89536113]]
Progress: 40.5% ... Training loss: 0.270 ... Validation loss: 0.441[[ 1.61869695e-01 2.36159167e-01 -1.04671360e-01 1.08910884e-01
-5.19542473e-01 -7.11477882e-02 -7.15541264e-02 1.21222637e-01
-5.63737591e-02 1.94155642e-01]
[ 1.69642660e-02 1.54053331e-01 -1.79489587e-02 5.10160815e-02
6.88626963e-02 -8.15438057e-03 3.10488799e-01 4.15856021e-02
1.45555552e-01 -2.34616526e-02]
[ 1.94005130e-01 7.68722607e-01 1.19242396e-02 -4.55163381e-02
6.25420211e-01 -2.20050576e-02 -8.71181938e-01 -4.07566068e-02
5.37096871e-02 2.84666397e-01]
[ 3.93258494e-02 -3.73695297e-01 -2.00727647e-01 1.61865902e-01
-1.53354685e-02 1.32860992e-01 1.99459320e-01 6.30585751e-02
1.13382690e-01 2.71974087e-01]
[ -2.26625043e-02 9.19498303e-02 -1.49862088e-01 4.00041319e-02
-4.52354281e-02 -1.80186190e-01 6.70270412e-02 -1.18304013e-01
-1.96014743e-01 -4.71988778e-02]
[ -3.91184406e-01 -6.52967888e-01 -2.99313295e-01 1.56420482e-01
-8.49224312e-02 4.12185790e-02 3.51707601e-01 -3.86852343e-02
-2.56000240e-02 -2.44286487e-02]
[ -1.92564781e-03 -2.27236113e-01 1.06648459e-02 9.56103011e-02
-2.21272244e-02 -7.26951230e-02 1.77677177e-01 -1.90654815e-01
2.00696195e-01 3.96174180e-02]
[ 1.06771504e-01 -2.63582271e-01 3.21133051e-02 -7.69430041e-02
3.75666966e-02 -4.71815605e-02 8.85047567e-02 1.18368600e-01
7.58526725e-02 -2.80515764e-02]
[ -1.77744664e-01 -1.60576765e-01 -3.03775536e-01 -2.36128804e-02
-1.76832628e-02 6.97079722e-02 -1.20191122e-01 -2.96462410e-02
2.62447593e-01 -1.35914656e-01]
[ 3.41061976e-02 -4.27604602e-01 7.97524107e-02 2.18463103e-04
-1.17801787e-01 -1.11171600e-01 2.28685368e-01 -1.08011804e-01
2.11497013e-03 7.52226295e-02]
[ -8.27728882e-02 -8.86042215e-02 2.90558099e-03 -1.36507093e-01
-5.73306989e-02 1.46778044e-02 2.09576291e-01 -1.02477822e-01
-6.69703243e-03 -1.19525115e-01]
[ -1.20482032e-01 -1.90449728e-01 -6.97233771e-02 6.33876848e-03
3.51590348e-01 9.98408927e-02 1.44064709e-01 -1.60095625e-02
-1.67060395e-01 -2.10574990e-01]
[ -1.58091168e-01 2.91093349e-03 6.13786151e-02 2.01911800e-02
-1.69852711e-01 -2.19190235e-01 -1.75706676e-01 -1.97170577e-01
8.54595130e-02 1.72236365e-01]
[ -2.74351627e-01 -3.35801644e-01 9.85474928e-02 2.25964591e-01
-1.29221607e-01 -6.80171340e-02 8.44436783e-02 -2.59847324e-01
-2.63140965e-01 -7.58067307e-02]
[ 1.01958850e-01 -1.90969917e-01 -2.22656424e-02 1.17908721e-01
-5.18520353e-02 -8.83807141e-02 2.41975416e-01 2.86958529e-03
2.63615056e-02 3.66857849e-03]
[ 3.83062913e-02 -1.07335451e-01 -2.09987204e-01 1.53861075e-01
-6.76614993e-02 8.21683659e-02 -3.39969561e-02 -1.97403699e-02
-8.72456144e-02 -2.24994758e-03]
[ -1.17759481e-01 -7.69956001e-02 -2.00811575e-01 1.61857340e-01
-4.97216510e-03 1.32607676e-01 7.12178866e-03 -2.50151108e-01
7.57094846e-02 -1.92190024e-01]
[ -6.70224000e-02 -4.74534565e-02 2.76090256e-01 1.02311670e-01
1.13387923e-01 -6.19970025e-02 -1.18059731e-01 1.20793573e-01
7.68833025e-02 3.89833137e-02]
[ 6.00673942e-02 -1.80607262e-02 8.84446161e-02 9.04757537e-02
3.77140272e-02 -1.73444000e-02 2.13240815e-01 1.20457595e-01
-2.55797249e-02 -5.78306018e-02]
[ 1.13737825e-02 -1.42858469e-01 -2.91070591e-01 -4.88751676e-02
1.21573466e-01 -9.33289858e-02 1.41310720e-01 1.63274515e-01
1.10253854e-01 -2.74449694e-02]
[ 4.66379504e-02 -3.34736622e-02 -1.16729027e-01 4.32582785e-02
-1.03329953e-01 3.21701343e-01 2.74427583e-01 2.04388092e-01
-1.60966436e-01 -6.25539590e-02]
[ 6.51687730e-03 2.64526407e-03 1.24760723e-01 1.12852013e-01
-1.37424420e-02 1.03403174e-01 -1.19106884e-01 -4.12066284e-02
2.19759687e-01 8.60776797e-02]
[ 1.13007800e-01 8.02451809e-02 -4.37691862e-02 -9.39742984e-02
-1.05048978e-01 -3.31114586e-01 1.15572703e-01 8.81889278e-03
1.46422616e-01 9.29359541e-02]
[ -1.02762349e-01 -3.83228195e-02 -1.60767258e-02 2.13833274e-02
-4.65639202e-03 -2.03983046e-01 -6.49647463e-02 -2.01543513e-02
1.59287945e-02 1.25808786e-01]
[ -1.60109620e-01 -1.22171305e-01 -2.03338251e-01 -2.09731046e-02
-2.82176835e-01 5.47025242e-04 5.18208582e-02 -2.53747267e-02
-1.00665026e-02 4.14535643e-02]
[ -3.23002066e-02 -1.24002624e-01 -7.55699765e-02 -1.28503825e-01
5.34484146e-01 2.76301184e-01 5.92874418e-01 1.12884670e-01
-1.83081591e-01 -3.80665762e-01]
[ -1.92487307e-02 -4.30552023e-01 -3.14723682e-02 -7.58743281e-02
6.66701570e-01 1.01383583e-01 5.60125702e-01 9.11636287e-02
2.77491366e-02 -3.89985869e-01]
[ 9.23170072e-03 -4.83926128e-01 -4.42663959e-02 -1.09188226e-01
6.81521914e-01 2.38633539e-02 5.25310425e-01 4.84262301e-02
-3.65863325e-01 -2.21997373e-01]
[ -1.73588492e-01 -6.24704793e-01 -1.04171040e-02 -2.05429488e-01
7.76768017e-01 -9.04587666e-02 6.49436075e-01 -8.31972775e-02
-6.92389626e-02 8.31845599e-02]
[ -2.99341101e-01 -4.44097570e-01 5.44625162e-02 -5.06225237e-02
9.19083423e-01 1.42847482e-01 4.58028302e-01 4.72670021e-02
-9.11446441e-02 -1.39238679e-01]
[ -2.06993563e-01 -3.27582629e-01 2.51515956e-01 -2.42066138e-01
6.63455278e-01 -4.48984588e-02 7.10186589e-01 1.30350554e-02
-2.56742379e-01 -2.67429450e-02]
[ -1.35518546e-01 -2.40505468e-01 -1.82740981e-01 -1.06968095e-01
5.03216602e-01 -2.28552572e-01 1.95731634e-01 1.68336088e-01
-1.34142859e-02 -1.24155721e-01]
[ 9.76293843e-02 2.25764701e-01 1.58223366e-01 -1.10851957e-01
-3.90792947e-02 5.58172982e-02 -1.26710957e-01 2.81203519e-01
6.02899968e-02 1.63263939e-01]
[ 3.59143421e-01 3.55953696e-01 -7.82072472e-02 3.24662040e-01
-9.15592756e-01 -2.91336261e-01 -5.02261092e-01 1.78416085e-01
3.96085106e-01 -1.41174221e-02]
[ 4.78650700e-02 1.30565747e-01 2.53537918e-01 2.49140976e-01
-6.06889594e-02 -1.96474027e-01 -1.78534738e-01 -1.32950016e-01
-1.38747319e-01 -2.88905765e-01]
[ 2.21238346e-02 -7.22159252e-02 -1.19466426e-01 -5.63843900e-02
2.26197971e-01 4.05266657e-02 -4.14563179e-03 -1.85032595e-01
3.15262630e-02 2.04708153e-01]
[ 2.72763363e-03 -4.54776402e-02 -6.65303520e-02 -4.95975275e-02
-3.44433029e-02 -1.78318158e-01 7.81549507e-02 1.00303393e-02
3.80446086e-02 5.47253833e-03]
[ 3.07476544e-02 8.58474360e-02 2.44427768e-01 7.56230053e-02
-2.36457717e-01 -1.36391058e-01 9.75805199e-02 3.95817909e-02
-1.84582544e-01 1.07523221e-01]
[ 7.20079801e-02 3.86148217e-02 1.07064248e-01 5.96132824e-03
-2.35371884e-01 6.84311689e-02 5.73559363e-02 -2.71132434e-01
-1.87977256e-02 -8.97593690e-02]
[ -1.21153538e-02 9.72837783e-02 8.37303847e-02 -3.37479482e-02
-4.36248698e-02 1.80926930e-01 9.48372419e-02 1.17990513e-01
-2.44934370e-02 1.68399041e-01]
[ 2.25930546e-01 8.94432951e-02 3.03995632e-02 8.67262858e-02
8.78892392e-03 -2.54707139e-02 -1.87367081e-01 1.48870978e-01
-4.98442840e-02 -1.42222282e-02]
[ 4.32997426e-02 8.78132416e-03 1.70308846e-02 4.11368403e-02
-4.20305179e-01 -1.23174951e-01 -2.14302183e-01 4.10185171e-02
1.18745861e-01 1.92049303e-01]
[ 5.83700358e-02 5.18801405e-01 1.27713563e-01 4.35773930e-01
-1.21295640e+00 -3.06343264e-01 -5.99131985e-01 -7.09291678e-02
3.00181328e-01 3.45004644e-01]
[ 1.83661278e-01 5.11827531e-01 6.91829180e-02 4.37410642e-01
-9.96370316e-01 -8.59470741e-02 -4.51283278e-01 1.51749859e-01
2.18406237e-01 4.87823995e-01]
[ 2.56422884e-01 3.26094521e-01 2.48072733e-01 1.54390372e-01
-4.74228648e-01 7.86951120e-02 -2.33062402e-01 1.62949720e-01
2.44633933e-01 8.45164522e-02]
[ -7.53421481e-02 2.24485775e-01 2.40696090e-01 1.45998856e-02
-4.07376060e-02 1.31262634e-01 -1.02760837e-01 -1.54082207e-02
-3.40313013e-02 4.82071554e-02]
[ -1.02560697e-01 -5.41361433e-03 2.31262193e-02 8.82295378e-02
-4.42730211e-02 1.17198349e-01 2.52199664e-01 1.95412979e-02
-2.78715937e-01 -9.83670141e-02]
[ -2.22740554e-01 -3.56420765e-02 -9.43644704e-02 -3.46337429e-01
1.88785642e-01 1.19858610e-01 1.11129445e-01 1.03168688e-01
-2.08678364e-01 3.05483977e-02]
[ 8.23364900e-03 -4.09275317e-01 -1.28462152e-01 -1.63991546e-01
3.79102146e-01 2.62955407e-02 1.97281100e-01 1.52213681e-01
-1.67448259e-01 -2.25009716e-01]
[ 1.13328736e-01 -2.34891210e-01 -1.55241532e-01 -2.07858261e-02
-3.64773923e-03 -4.74575832e-02 9.85968965e-02 -1.53853002e-01
1.15062822e-01 -1.55985042e-01]
[ -1.15072393e-01 5.50478118e-02 2.64993861e-01 -2.98783420e-03
1.52892891e-01 7.94211275e-02 5.16874671e-02 -2.97053678e-01
-1.09349609e-01 -5.58527063e-02]
[ -3.47408220e-01 1.17573583e-02 1.48089040e-02 -2.46673178e-02
1.57800444e-01 -1.75081658e-01 1.81089556e-02 2.34316532e-01
-8.42627834e-02 7.62341403e-02]
[ 1.48579868e-01 1.05020106e-02 -2.32268108e-01 -7.48108095e-02
9.66508506e-02 -3.00773143e-01 7.45291075e-02 -1.66871739e-01
6.74702104e-03 -1.81115851e-01]
[ 2.13204954e-01 -1.92981720e-01 6.53327132e-02 -2.00545663e-02
9.06062627e-02 -3.75171001e-02 4.70632114e-02 -1.36603527e-01
1.15188130e-01 -1.76123236e-01]
[ -1.08352537e-01 -9.08174495e-02 1.20211675e-01 1.04831906e-01
5.40155320e-02 -1.12816260e-01 2.70316942e-01 -7.84483490e-02
1.79765570e-01 -7.83853500e-03]
[ -2.17790146e-02 -2.05531249e-01 1.91653075e-01 -2.74222602e-01
-1.22949802e-01 1.23667288e-01 9.82292452e-02 -1.19955764e-01
5.46058207e-03 2.00267131e-01]]
[[ 0.63724931]
[ 1.70827631]
[ 0.25070889]
[ 0.89289498]
[-2.73977695]
[-0.26923776]
[-1.71376879]
[ 0.07399689]
[ 0.71066903]
[ 0.89434753]]
Progress: 40.6% ... Training loss: 0.270 ... Validation loss: 0.440[[ 1.62650926e-01 2.36183998e-01 -1.04321884e-01 1.10023137e-01
-5.20259451e-01 -7.14522023e-02 -7.24545728e-02 1.21316348e-01
-5.54471825e-02 1.95364152e-01]
[ 1.71581473e-02 1.54467458e-01 -1.78771140e-02 5.12961699e-02
6.78481393e-02 -8.24602024e-03 3.09873096e-01 4.16042263e-02
1.45791701e-01 -2.32036399e-02]
[ 1.94163149e-01 7.68179456e-01 1.19967886e-02 -4.50449063e-02
6.22094062e-01 -2.20138696e-02 -8.71549019e-01 -4.07159042e-02
5.41032549e-02 2.85046738e-01]
[ 3.87716879e-02 -3.72938950e-01 -2.00927400e-01 1.60947824e-01
-8.71102003e-03 1.33166168e-01 1.99595159e-01 6.29767442e-02
1.12663364e-01 2.70865909e-01]
[ -2.53630843e-02 8.42275670e-02 -1.50828008e-01 3.64676119e-02
-3.92976480e-02 -1.79275343e-01 7.43765299e-02 -1.18582950e-01
-1.98817973e-01 -5.03839918e-02]
[ -3.91462983e-01 -6.54048842e-01 -2.99400130e-01 1.56055444e-01
-8.46826485e-02 4.12560567e-02 3.52628880e-01 -3.87159730e-02
-2.58960698e-02 -2.48293424e-02]
[ -2.33262934e-03 -2.28153059e-01 1.04904821e-02 9.49531901e-02
-1.93744908e-02 -7.25538868e-02 1.78524915e-01 -1.90706083e-01
2.00151838e-01 3.90664453e-02]
[ 1.06824075e-01 -2.64675344e-01 3.21375893e-02 -7.67606516e-02
3.56808465e-02 -4.71450962e-02 8.89310107e-02 1.18383237e-01
7.60235234e-02 -2.79648292e-02]
[ -1.77721305e-01 -1.60378867e-01 -3.03770267e-01 -2.35832365e-02
-1.76623437e-02 6.97029398e-02 -1.20428131e-01 -2.96447300e-02
2.62515897e-01 -1.35854278e-01]
[ 3.43767622e-02 -4.28339369e-01 7.98040720e-02 4.87752642e-04
-1.20285185e-01 -1.11283749e-01 2.28541243e-01 -1.07983820e-01
2.40836276e-03 7.55484322e-02]
[ -8.30221215e-02 -8.93472383e-02 2.84871814e-03 -1.36758518e-01
-5.66306547e-02 1.47347777e-02 2.10480514e-01 -1.02498036e-01
-6.89483922e-03 -1.19824484e-01]
[ -1.21112991e-01 -1.91865019e-01 -6.99498220e-02 5.51075105e-03
3.54501287e-01 1.00106214e-01 1.45262873e-01 -1.60831916e-02
-1.67757230e-01 -2.11405965e-01]
[ -1.58091168e-01 2.91093349e-03 6.13786151e-02 2.01911800e-02
-1.69852711e-01 -2.19190235e-01 -1.75706676e-01 -1.97170577e-01
8.54595130e-02 1.72236365e-01]
[ -2.74847362e-01 -3.36564182e-01 9.83379120e-02 2.25279345e-01
-1.28629374e-01 -6.78023083e-02 8.54903928e-02 -2.59908012e-01
-2.63716721e-01 -7.66287801e-02]
[ 1.00885128e-01 -1.93483098e-01 -2.26651714e-02 1.16431231e-01
-4.92565158e-02 -8.79981401e-02 2.44440193e-01 2.74801632e-03
2.51858804e-02 2.22369831e-03]
[ 3.97930922e-02 -1.04374956e-01 -2.09378663e-01 1.55902941e-01
-7.09455861e-02 8.15306095e-02 -3.72420274e-02 -1.95648772e-02
-8.55825123e-02 -1.38961385e-04]
[ -1.17834877e-01 -7.71909789e-02 -2.00835073e-01 1.61744707e-01
-3.93193203e-03 1.32647146e-01 7.28707984e-03 -2.50164101e-01
7.55823389e-02 -1.92191917e-01]
[ -6.67986365e-02 -4.70071687e-02 2.76158982e-01 1.02592306e-01
1.12528224e-01 -6.21038381e-02 -1.18699695e-01 1.20815488e-01
7.71261543e-02 3.92494291e-02]
[ 6.04826640e-02 -1.80104489e-02 8.86207519e-02 9.12011775e-02
3.54496470e-02 -1.75166330e-02 2.12937531e-01 1.20522424e-01
-2.49969517e-02 -5.71191445e-02]
[ 1.15551858e-02 -1.42165082e-01 -2.90983576e-01 -4.85751441e-02
1.20324440e-01 -9.34159180e-02 1.40553000e-01 1.63299223e-01
1.10505632e-01 -2.71963660e-02]
[ 4.58768638e-02 -3.57804141e-02 -1.17072604e-01 4.20796310e-02
-1.00679190e-01 3.22065970e-01 2.76466202e-01 2.04289608e-01
-1.61920441e-01 -6.37732451e-02]
[ 5.92929195e-03 1.14621362e-03 1.24534996e-01 1.12031151e-01
-1.16155801e-02 1.03647019e-01 -1.17637921e-01 -4.12744160e-02
2.19112904e-01 8.52840008e-02]
[ 1.12758058e-01 7.98609199e-02 -4.38661335e-02 -9.43246695e-02
-1.03972547e-01 -3.31008480e-01 1.16047369e-01 8.78992572e-03
1.46179041e-01 9.25941793e-02]
[ -1.02386993e-01 -3.75374054e-02 -1.59391504e-02 2.19172431e-02
-6.11178417e-03 -2.04140368e-01 -6.58833374e-02 -2.01107360e-02
1.63577343e-02 1.26362398e-01]
[ -1.60158575e-01 -1.22339079e-01 -2.03349032e-01 -2.10398715e-02
-2.82018708e-01 5.66802489e-04 5.19847192e-02 -2.53806582e-02
-1.01143056e-02 4.13818125e-02]
[ -3.22592059e-02 -1.23989773e-01 -7.55449714e-02 -1.28413309e-01
5.34259799e-01 2.76273872e-01 5.92871252e-01 1.12891509e-01
-1.83022490e-01 -3.80614332e-01]
[ -1.94180522e-02 -4.31456725e-01 -3.15260424e-02 -7.60570069e-02
6.67312020e-01 1.01425834e-01 5.60896740e-01 9.11519819e-02
2.75905217e-02 -3.90164197e-01]
[ 9.37049848e-03 -4.83939695e-01 -4.42178345e-02 -1.08985416e-01
6.81238507e-01 2.38025557e-02 5.25155982e-01 4.84434965e-02
-3.65714950e-01 -2.21803310e-01]
[ -1.73598264e-01 -6.24637373e-01 -1.04179740e-02 -2.05439028e-01
7.76798322e-01 -9.04578631e-02 6.49342231e-01 -8.31982753e-02
-6.92413806e-02 8.31831632e-02]
[ -2.99485989e-01 -4.44415775e-01 5.44102057e-02 -5.08212999e-02
9.19618042e-01 1.42908143e-01 4.58352434e-01 4.72504194e-02
-9.13046629e-02 -1.39439374e-01]
[ -2.06877942e-01 -3.27348099e-01 2.51567766e-01 -2.41884866e-01
6.62961894e-01 -4.49540311e-02 7.09966355e-01 1.30496710e-02
-2.56597272e-01 -2.65710944e-02]
[ -1.35343952e-01 -2.40051411e-01 -1.82669596e-01 -1.06703173e-01
5.02650376e-01 -2.28624866e-01 1.95308398e-01 1.68356526e-01
-1.31947217e-02 -1.23919769e-01]
[ 9.73939860e-02 2.25473226e-01 1.58122116e-01 -1.11223689e-01
-3.82723291e-02 5.59286369e-02 -1.26300313e-01 2.81172790e-01
6.00125533e-02 1.62893136e-01]
[ 3.58369627e-01 3.53047430e-01 -7.85707567e-02 3.23332560e-01
-9.12286002e-01 -2.91023636e-01 -4.99804073e-01 1.78312524e-01
3.95131258e-01 -1.53032422e-02]
[ 4.79162537e-02 1.30768419e-01 2.53558404e-01 2.49198852e-01
-6.10441963e-02 -1.96496011e-01 -1.78745541e-01 -1.32944377e-01
-1.38693993e-01 -2.88834447e-01]
[ 2.13627516e-02 -7.38267504e-02 -1.19761020e-01 -5.74775772e-02
2.28821708e-01 4.08362730e-02 -2.41239366e-03 -1.85118530e-01
3.06558372e-02 2.03578529e-01]
[ 2.08323186e-03 -4.68640659e-02 -6.67619821e-02 -5.04992509e-02
-3.18398867e-02 -1.78059881e-01 7.95870142e-02 9.95751872e-03
3.73199555e-02 4.57194028e-03]
[ 3.04863329e-02 8.49991399e-02 2.44330073e-01 7.53003723e-02
-2.34830237e-01 -1.36285293e-01 9.84896904e-02 3.95525672e-02
-1.84896184e-01 1.07214463e-01]
[ 7.18670975e-02 3.82712827e-02 1.07008150e-01 5.74845930e-03
-2.35240521e-01 6.84855445e-02 5.73533324e-02 -2.71153348e-01
-1.89438267e-02 -8.99938748e-02]
[ -1.13450460e-02 9.91131151e-02 8.40428252e-02 -3.25817156e-02
-4.75376198e-02 1.80576666e-01 9.27460314e-02 1.18088652e-01
-2.35687713e-02 1.69531388e-01]
[ 2.25895725e-01 8.91342332e-02 3.03652497e-02 8.66425527e-02
9.38979016e-03 -2.54685229e-02 -1.87273206e-01 1.48864607e-01
-4.98943378e-02 -1.42977278e-02]
[ 4.34176810e-02 9.20263534e-03 1.70651725e-02 4.12704890e-02
-4.20535004e-01 -1.23218202e-01 -2.14716064e-01 4.10228276e-02
1.18863834e-01 1.92199032e-01]
[ 5.98095135e-02 5.21732189e-01 1.28323235e-01 4.37896645e-01
-1.21811893e+00 -3.06877383e-01 -6.02021705e-01 -7.07522169e-02
3.01863165e-01 3.47192482e-01]
[ 1.83189790e-01 5.11170460e-01 6.89786072e-02 4.36759987e-01
-9.95916061e-01 -8.57322047e-02 -4.50413814e-01 1.51691039e-01
2.17823313e-01 4.87100360e-01]
[ 2.56416261e-01 3.26093908e-01 2.48085905e-01 1.54440117e-01
-4.74381713e-01 7.86803619e-02 -2.32991373e-01 1.62953136e-01
2.44680551e-01 8.45516846e-02]
[ -7.52430827e-02 2.24764737e-01 2.40735293e-01 1.47553477e-02
-4.12515488e-02 1.31215825e-01 -1.02987503e-01 -1.53957989e-02
-3.39095298e-02 4.83571765e-02]
[ -1.02619737e-01 -5.50970128e-03 2.31070322e-02 8.81419159e-02
-4.40359319e-02 1.17226497e-01 2.52267619e-01 1.95344590e-02
-2.78781722e-01 -9.84490587e-02]
[ -2.22651439e-01 -3.53794915e-02 -9.43360149e-02 -3.46227254e-01
1.88502701e-01 1.19823799e-01 1.10871165e-01 1.03178967e-01
-2.08568857e-01 3.06594920e-02]
[ 8.29975345e-03 -4.09176767e-01 -1.28438832e-01 -1.63892444e-01
3.78840092e-01 2.62666367e-02 1.97087822e-01 1.52221946e-01
-1.67371426e-01 -2.24913428e-01]
[ 1.13419056e-01 -2.35802984e-01 -1.55256076e-01 -2.07632727e-02
-4.11420298e-03 -4.74566850e-02 9.90606027e-02 -1.53853204e-01
1.15060766e-01 -1.56027446e-01]
[ -1.14717893e-01 5.56537006e-02 2.65157739e-01 -2.40977463e-03
1.51112614e-01 7.92431616e-02 5.09084455e-02 -2.97010911e-01
-1.08883928e-01 -5.53639411e-02]
[ -3.48067364e-01 9.88131761e-03 1.45535914e-02 -2.55906259e-02
1.61632138e-01 -1.74819887e-01 1.96997485e-02 2.34240769e-01
-8.49474453e-02 7.53811917e-02]
[ 1.48135432e-01 8.94120278e-03 -2.32384255e-01 -7.53903936e-02
9.91214370e-02 -3.00581737e-01 7.57713154e-02 -1.66908670e-01
6.28143730e-03 -1.81672623e-01]
[ 2.13501313e-01 -1.92187024e-01 6.54614747e-02 -1.95786753e-02
8.90838396e-02 -3.76707540e-02 4.65666606e-02 -1.36559128e-01
1.15565031e-01 -1.75597440e-01]
[ -1.09348314e-01 -9.28461752e-02 1.19807404e-01 1.03454648e-01
5.67855936e-02 -1.12388466e-01 2.72262896e-01 -7.85702031e-02
1.78633011e-01 -9.28587387e-03]
[ -2.10304636e-02 -2.03447560e-01 1.91919063e-01 -2.73229108e-01
-1.27125395e-01 1.23327186e-01 9.62204180e-02 -1.19874039e-01
6.30161287e-03 2.01347493e-01]]
[[ 0.6360732 ]
[ 1.70796605]
[ 0.25029326]
[ 0.89059289]
[-2.74261041]
[-0.27007125]
[-1.71797719]
[ 0.07253977]
[ 0.70924683]
[ 0.8937307 ]]
Progress: 40.6% ... Training loss: 0.270 ... Validation loss: 0.440[[ 1.62554369e-01 2.37189143e-01 -1.04349711e-01 1.09818406e-01
-5.19633555e-01 -7.14166927e-02 -7.27396014e-02 1.21301876e-01
-5.57840812e-02 1.95264026e-01]
[ 1.66224243e-02 1.53357164e-01 -1.80991706e-02 5.05270989e-02
6.92302736e-02 -8.01448595e-03 3.10912680e-01 4.15401673e-02
1.45178718e-01 -2.39547096e-02]
[ 1.92714800e-01 7.66419652e-01 1.14791496e-02 -4.70871655e-02
6.31101876e-01 -2.14377944e-02 -8.69212086e-01 -4.08792998e-02
5.23005641e-02 2.83139606e-01]
[ 4.10708917e-02 -3.68296713e-01 -1.99964108e-01 1.64377583e-01
-1.40161197e-02 1.32123518e-01 1.95075994e-01 6.32760850e-02
1.15403710e-01 2.74242525e-01]
[ -2.46812786e-02 8.62011274e-02 -1.50556990e-01 3.75477064e-02
-4.12488062e-02 -1.79537132e-01 7.25570704e-02 -1.18515957e-01
-1.98020169e-01 -4.91700412e-02]
[ -3.91832834e-01 -6.54769657e-01 -2.99546136e-01 1.55591379e-01
-8.46794680e-02 4.13995750e-02 3.53182915e-01 -3.87546079e-02
-2.62701230e-02 -2.52936003e-02]
[ -2.07271327e-03 -2.27935259e-01 1.06026383e-02 9.52822304e-02
-2.09270552e-02 -7.26770904e-02 1.78404255e-01 -1.90680726e-01
2.00300272e-01 3.94337978e-02]
[ 1.06565163e-01 -2.64963328e-01 3.20250247e-02 -7.71061667e-02
3.72669562e-02 -4.70166530e-02 8.91612632e-02 1.18347900e-01
7.56679709e-02 -2.82089675e-02]
[ -1.77759146e-01 -1.60098153e-01 -3.03741433e-01 -2.35858527e-02
-1.73117460e-02 6.96828829e-02 -1.20512340e-01 -2.96439588e-02
2.62614697e-01 -1.35919642e-01]
[ 3.43911582e-02 -4.27631486e-01 7.98478951e-02 5.13415970e-04
-1.21831751e-01 -1.11334945e-01 2.28079455e-01 -1.07980522e-01
2.16881725e-03 7.57318326e-02]
[ -8.31926376e-02 -9.00001845e-02 2.77872243e-03 -1.37003933e-01
-5.60821443e-02 1.48210965e-02 2.10834371e-01 -1.02521559e-01
-6.88014731e-03 -1.20093543e-01]
[ -1.21363560e-01 -1.92430241e-01 -7.00412292e-02 5.24734706e-03
3.55886665e-01 1.00199793e-01 1.45950220e-01 -1.61108106e-02
-1.68014747e-01 -2.11726713e-01]
[ -1.58091168e-01 2.91093349e-03 6.13786151e-02 2.01911800e-02
-1.69852711e-01 -2.19190235e-01 -1.75706676e-01 -1.97170577e-01
8.54595130e-02 1.72236365e-01]
[ -2.74615895e-01 -3.35909719e-01 9.84286401e-02 2.25562928e-01
-1.29031820e-01 -6.78912394e-02 8.47602656e-02 -2.59880483e-01
-2.63440069e-01 -7.62821307e-02]
[ 1.00820625e-01 -1.93405626e-01 -2.26826201e-02 1.16414252e-01
-4.94895250e-02 -8.79880381e-02 2.44394903e-01 2.74284567e-03
2.51284900e-02 2.13132954e-03]
[ 3.97937149e-02 -1.04718630e-01 -2.09381205e-01 1.55942675e-01
-7.17556650e-02 8.15172693e-02 -3.70288390e-02 -1.95622205e-02
-8.55581001e-02 -1.09113928e-04]
[ -1.17778041e-01 -7.74473351e-02 -2.00820518e-01 1.61828495e-01
-5.25152900e-03 1.32624047e-01 7.62818211e-03 -2.50165240e-01
7.56806377e-02 -1.92114115e-01]
[ -6.67301314e-02 -4.70766272e-02 2.76185788e-01 1.02663452e-01
1.12392573e-01 -6.21470389e-02 -1.18631561e-01 1.20825913e-01
7.70490563e-02 3.93442305e-02]
[ 6.10745436e-02 -1.61343991e-02 8.88825332e-02 9.19922322e-02
3.38637266e-02 -1.77274818e-02 2.11048697e-01 1.20587674e-01
-2.43675094e-02 -5.62815815e-02]
[ 1.06276486e-02 -1.44456853e-01 -2.91346078e-01 -4.98257620e-02
1.23968796e-01 -9.30450967e-02 1.42712758e-01 1.63191613e-01
1.09443788e-01 -2.84702379e-02]
[ 4.60028084e-02 -3.53028385e-02 -1.17053878e-01 4.22145977e-02
-1.00762528e-01 3.22029512e-01 2.75921948e-01 2.04300416e-01
-1.61833198e-01 -6.35582626e-02]
[ 5.92215564e-03 1.26607461e-03 1.24549427e-01 1.11995365e-01
-1.12805629e-02 1.03635386e-01 -1.17543544e-01 -4.12789073e-02
2.19278168e-01 8.52685768e-02]
[ 1.12825312e-01 8.06709148e-02 -4.38053439e-02 -9.41224438e-02
-1.04294651e-01 -3.31081829e-01 1.15582056e-01 8.80786629e-03
1.46230466e-01 9.27571636e-02]
[ -1.02442551e-01 -3.79111640e-02 -1.59589445e-02 2.18287481e-02
-5.53896279e-03 -2.04107010e-01 -6.56880035e-02 -2.01169991e-02
1.62968708e-02 1.26281670e-01]
[ -1.60653039e-01 -1.23529762e-01 -2.03552143e-01 -2.17376483e-02
-2.81291434e-01 7.82081986e-04 5.31660626e-02 -2.54384359e-02
-1.06722178e-02 4.06731669e-02]
[ -3.21926056e-02 -1.24198627e-01 -7.55234629e-02 -1.28325955e-01
5.34009593e-01 2.76252323e-01 5.92942478e-01 1.12898481e-01
-1.82962009e-01 -3.80536381e-01]
[ -1.94094465e-02 -4.31488974e-01 -3.15224395e-02 -7.60456625e-02
6.67507115e-01 1.01420904e-01 5.60949510e-01 9.11528798e-02
2.76181156e-02 -3.90151954e-01]
[ 9.35052771e-03 -4.84319032e-01 -4.42407610e-02 -1.09049666e-01
6.81346825e-01 2.38240545e-02 5.25635543e-01 4.84375713e-02
-3.65769633e-01 -2.21861112e-01]
[ -1.73885334e-01 -6.25401184e-01 -1.05317845e-02 -2.05853874e-01
7.77905628e-01 -9.03341904e-02 6.50251487e-01 -8.32335093e-02
-6.95576881e-02 8.28219065e-02]
[ -2.99493193e-01 -4.44400184e-01 5.44104817e-02 -5.08093463e-02
9.19686018e-01 1.42905728e-01 4.58284581e-01 4.72508083e-02
-9.13009223e-02 -1.39449101e-01]
[ -2.06905029e-01 -3.27551066e-01 2.51549490e-01 -2.41946540e-01
6.63110142e-01 -4.49401069e-02 7.10076182e-01 1.30452546e-02
-2.56640315e-01 -2.66146385e-02]
[ -1.34921416e-01 -2.39152551e-01 -1.82525203e-01 -1.06114913e-01
5.01210737e-01 -2.28805778e-01 1.94268453e-01 1.68404187e-01
-1.27448369e-02 -1.23339745e-01]
[ 9.70957580e-02 2.25049332e-01 1.58009182e-01 -1.11641958e-01
-3.71574050e-02 5.60554963e-02 -1.25694606e-01 2.81139075e-01
5.97326216e-02 1.62476952e-01]
[ 3.58667964e-01 3.54188211e-01 -7.84268613e-02 3.23763671e-01
-9.14456689e-01 -2.91160787e-01 -5.01056803e-01 1.78355514e-01
3.95444453e-01 -1.47968248e-02]
[ 4.80333900e-02 1.30884941e-01 2.53606455e-01 2.49354984e-01
-6.14287274e-02 -1.96544566e-01 -1.79008642e-01 -1.32931730e-01
-1.38578374e-01 -2.88684307e-01]
[ 2.14139100e-02 -7.36325118e-02 -1.19740155e-01 -5.73715739e-02
2.28500867e-01 4.08052579e-02 -2.60727477e-03 -1.85109495e-01
3.07366835e-02 2.03686597e-01]
[ 1.82963999e-03 -4.74733933e-02 -6.68632454e-02 -5.08527033e-02
-3.07105140e-02 -1.77963042e-01 8.01854361e-02 9.92819007e-03
3.70366776e-02 4.19616236e-03]
[ 2.97828959e-02 8.33160058e-02 2.44039381e-01 7.42423808e-02
-2.31875686e-01 -1.35974565e-01 1.00130229e-01 3.94681206e-02
-1.85731781e-01 1.06207632e-01]
[ 7.25607395e-02 4.01094207e-02 1.07283656e-01 6.72471000e-03
-2.37874200e-01 6.81987630e-02 5.56608656e-02 -2.71084514e-01
-1.81732403e-02 -8.90377561e-02]
[ -1.19810168e-02 9.75171634e-02 8.38062800e-02 -3.34864187e-02
-4.49139187e-02 1.80843305e-01 9.43459801e-02 1.18016065e-01
-2.42970454e-02 1.68611916e-01]
[ 2.26435350e-01 9.07291732e-02 3.05956105e-02 8.74546271e-02
7.43077231e-03 -2.56976639e-02 -1.88705620e-01 1.48928788e-01
-4.92426352e-02 -1.35465979e-02]
[ 4.35940980e-02 9.85699012e-03 1.71303237e-02 4.15294649e-02
-4.21387122e-01 -1.23309261e-01 -2.15352706e-01 4.10447936e-02
1.18991106e-01 1.92424997e-01]
[ 5.92122200e-02 5.20336487e-01 1.28103470e-01 4.37110787e-01
-1.21588423e+00 -3.06632697e-01 -6.00718440e-01 -7.08200230e-02
3.01209222e-01 3.46440810e-01]
[ 1.82370487e-01 5.09490747e-01 6.86685185e-02 4.35594317e-01
-9.93728420e-01 -8.53852897e-02 -4.48557799e-01 1.51597181e-01
2.16921766e-01 4.85982317e-01]
[ 2.56601908e-01 3.26476600e-01 2.48158954e-01 1.54703137e-01
-4.74863106e-01 7.85988480e-02 -2.33429990e-01 1.62975170e-01
2.44893139e-01 8.48263989e-02]
[ -7.48784126e-02 2.25781174e-01 2.40889112e-01 1.53125043e-02
-4.29332610e-02 1.31050967e-01 -1.03952302e-01 -1.53507265e-02
-3.34750156e-02 4.88889041e-02]
[ -1.02494608e-01 -5.22624075e-03 2.31552648e-02 8.83133774e-02
-4.45287320e-02 1.17174656e-01 2.51980774e-01 1.95469870e-02
-2.78649952e-01 -9.82745521e-02]
[ -2.22570168e-01 -3.52392497e-02 -9.42988783e-02 -3.46085529e-01
1.88055807e-01 1.19784068e-01 1.10755931e-01 1.03189382e-01
-2.08469058e-01 3.07953550e-02]
[ 8.41144524e-03 -4.08988365e-01 -1.28395959e-01 -1.63721707e-01
3.78469101e-01 2.62150271e-02 1.96826231e-01 1.52235799e-01
-1.67236787e-01 -2.24744392e-01]
[ 1.13734555e-01 -2.35552636e-01 -1.55110821e-01 -2.01427389e-02
-7.07051764e-03 -4.76446069e-02 9.87500189e-02 -1.53811640e-01
1.15746727e-01 -1.55524542e-01]
[ -1.15526425e-01 5.36452035e-02 2.64834811e-01 -3.55800317e-03
1.54030705e-01 7.95821691e-02 5.27704320e-02 -2.97105551e-01
-1.09823489e-01 -5.64928807e-02]
[ -3.47020507e-01 1.26420469e-02 1.49849204e-02 -2.41582537e-02
1.58375408e-01 -1.75230829e-01 1.66641628e-02 2.34363415e-01
-8.37585792e-02 7.69703286e-02]
[ 1.47537450e-01 7.42825399e-03 -2.32642389e-01 -7.62559391e-02
1.01630928e-01 -3.00344036e-01 7.71566388e-02 -1.66977272e-01
5.57502785e-03 -1.82519431e-01]
[ 2.12899779e-01 -1.93036784e-01 6.52373340e-02 -2.03993147e-02
9.18840831e-02 -3.74215978e-02 4.79680012e-02 -1.36623558e-01
1.14783557e-01 -1.76455940e-01]
[ -1.08097879e-01 -8.95981585e-02 1.20306684e-01 1.05195660e-01
5.22342473e-02 -1.12923234e-01 2.69058963e-01 -7.84369679e-02
1.79827534e-01 -7.58519708e-03]
[ -2.20418970e-02 -2.05845732e-01 1.91530824e-01 -2.74671769e-01
-1.24201507e-01 1.23763653e-01 9.87012872e-02 -1.19991656e-01
5.17733556e-03 1.99982616e-01]]
[[ 0.63420302]
[ 1.70431539]
[ 0.24843539]
[ 0.89064148]
[-2.74405946]
[-0.27091896]
[-1.71655416]
[ 0.07219359]
[ 0.70814524]
[ 0.89170822]]
Progress: 40.7% ... Training loss: 0.270 ... Validation loss: 0.442[[ 1.59592193e-01 2.30862457e-01 -1.05532588e-01 1.05613083e-01
-5.08618816e-01 -7.01064451e-02 -6.52398962e-02 1.20955688e-01
-5.90687779e-02 1.90895593e-01]
[ 1.62536467e-02 1.52211057e-01 -1.82431175e-02 5.00553151e-02
7.13136653e-02 -7.85200415e-03 3.11982060e-01 4.14965961e-02
1.44885627e-01 -2.44340665e-02]
[ 1.93997627e-01 7.69287008e-01 1.18327188e-02 -4.58533747e-02
6.30190695e-01 -2.18467024e-02 -8.72689116e-01 -4.07646577e-02
5.35605520e-02 2.84404312e-01]
[ 3.98308000e-02 -3.71305335e-01 -2.00410921e-01 1.63027554e-01
-1.01617333e-02 1.32664964e-01 1.99403977e-01 6.31302525e-02
1.14312306e-01 2.72665216e-01]
[ -2.29893297e-02 8.93063913e-02 -1.49812546e-01 4.01375785e-02
-4.80571418e-02 -1.80357207e-01 6.81521840e-02 -1.18300255e-01
-1.96261928e-01 -4.65659535e-02]
[ -3.92978986e-01 -6.57174034e-01 -2.99965295e-01 1.54165612e-01
-8.21022804e-02 4.18652633e-02 3.56385843e-01 -3.88824251e-02
-2.75605883e-02 -2.68919265e-02]
[ -3.48918419e-03 -2.31875577e-01 1.00529676e-02 9.33381720e-02
-1.60368560e-02 -7.20398922e-02 1.82262339e-01 -1.90850164e-01
1.98851287e-01 3.75198988e-02]
[ 1.07672747e-01 -2.61918094e-01 3.24020538e-02 -7.57350010e-02
3.43873681e-02 -4.74290297e-02 8.64313434e-02 1.18463983e-01
7.67517001e-02 -2.69839746e-02]
[ -1.80098683e-01 -1.65866666e-01 -3.04656992e-01 -2.68452934e-02
-8.82534024e-03 7.06728180e-02 -1.14327410e-01 -2.99139513e-02
2.60142215e-01 -1.39207953e-01]
[ 3.19523678e-02 -4.33326574e-01 7.88480247e-02 -2.96288185e-03
-1.13788488e-01 -1.10255235e-01 2.34711037e-01 -1.08267035e-01
-5.24987704e-04 7.21466887e-02]
[ -8.31224020e-02 -9.08468421e-02 2.78927908e-03 -1.36948379e-01
-5.48345778e-02 1.48203816e-02 2.11537732e-01 -1.02523126e-01
-6.73888797e-03 -1.20084520e-01]
[ -1.22789581e-01 -1.94956470e-01 -7.05592752e-02 3.40998986e-03
3.59670041e-01 1.00801242e-01 1.49131300e-01 -1.62738959e-02
-1.69590404e-01 -2.13726136e-01]
[ -1.58091168e-01 2.91093349e-03 6.13786151e-02 2.01911800e-02
-1.69852711e-01 -2.19190235e-01 -1.75706676e-01 -1.97170577e-01
8.54595130e-02 1.72236365e-01]
[ -2.74742341e-01 -3.35937873e-01 9.83914193e-02 2.25448713e-01
-1.28713389e-01 -6.78294620e-02 8.51201661e-02 -2.59896159e-01
-2.63630644e-01 -7.65102487e-02]
[ 1.00502557e-01 -1.94235406e-01 -2.27968522e-02 1.16051090e-01
-4.91554902e-02 -8.78809914e-02 2.45259820e-01 2.70968087e-03
2.48027504e-02 1.70445973e-03]
[ 3.91050895e-02 -1.06335079e-01 -2.09632863e-01 1.55040970e-01
-6.98482342e-02 8.17987875e-02 -3.49762391e-02 -1.96373851e-02
-8.62923364e-02 -1.00019295e-03]
[ -1.18114133e-01 -7.84784763e-02 -2.00951321e-01 1.61387560e-01
-4.62414331e-03 1.32780452e-01 8.54278273e-03 -2.50208792e-01
7.52909973e-02 -1.92568244e-01]
[ -6.76629329e-02 -4.94010287e-02 2.75839195e-01 1.01392854e-01
1.16010757e-01 -6.17450175e-02 -1.16236495e-01 1.20718971e-01
7.61650284e-02 3.81060602e-02]
[ 6.12838408e-02 -1.57128207e-02 8.89507888e-02 9.22782188e-02
3.28089972e-02 -1.77977451e-02 2.10808951e-01 1.20610990e-01
-2.41298591e-02 -5.59928293e-02]
[ 1.10860974e-02 -1.43212103e-01 -2.91172449e-01 -4.91923215e-02
1.22385858e-01 -9.32534024e-02 1.41409603e-01 1.63242471e-01
1.09910923e-01 -2.78787084e-02]
[ 4.53992062e-02 -3.67704236e-02 -1.17338934e-01 4.12008232e-02
-9.77315848e-02 3.22336111e-01 2.77444468e-01 2.04217760e-01
-1.62632017e-01 -6.45537410e-02]
[ 5.90430952e-03 1.22701915e-03 1.24537091e-01 1.11940300e-01
-1.03921798e-02 1.03653835e-01 -1.17263832e-01 -4.12783523e-02
2.19310389e-01 8.50938724e-02]
[ 1.12297622e-01 7.92436819e-02 -4.40094858e-02 -9.48789877e-02
-1.02053242e-01 -3.30850594e-01 1.17006492e-01 8.74634379e-03
1.45660267e-01 9.20015431e-02]
[ -1.03031517e-01 -3.95096461e-02 -1.61855381e-02 2.10602824e-02
-3.79338932e-03 -2.03861189e-01 -6.39697014e-02 -2.01840080e-02
1.57107489e-02 1.25495646e-01]
[ -1.60975222e-01 -1.23901785e-01 -2.03692751e-01 -2.22307117e-02
-2.80291337e-01 9.30222221e-04 5.36929305e-02 -2.54786424e-02
-1.10580682e-02 4.01675349e-02]
[ -3.21940946e-02 -1.24254298e-01 -7.55241291e-02 -1.28326688e-01
5.33990856e-01 2.76252922e-01 5.92973362e-01 1.12898363e-01
-1.82965021e-01 -3.80537468e-01]
[ -1.91342294e-02 -4.30990152e-01 -3.14113328e-02 -7.56511272e-02
6.66691598e-01 1.01303372e-01 5.60352956e-01 9.11846498e-02
2.79118908e-02 -3.89766352e-01]
[ 9.42258713e-03 -4.84181583e-01 -4.41998131e-02 -1.08903129e-01
6.81067565e-01 2.37784558e-02 5.25416757e-01 4.84506403e-02
-3.65665004e-01 -2.21709452e-01]
[ -1.73779504e-01 -6.25286801e-01 -1.04897537e-02 -2.05697419e-01
7.77387123e-01 -9.03844492e-02 6.50084297e-01 -8.32211082e-02
-6.94450396e-02 8.29692850e-02]
[ -2.99338334e-01 -4.44169343e-01 5.44766457e-02 -5.05612391e-02
9.19009092e-01 1.42829512e-01 4.58027984e-01 4.72705206e-02
-9.11169571e-02 -1.39202404e-01]
[ -2.07147306e-01 -3.28325707e-01 2.51453336e-01 -2.42293569e-01
6.64108913e-01 -4.48340400e-02 7.10819476e-01 1.30170701e-02
-2.56914088e-01 -2.69126927e-02]
[ -1.35142181e-01 -2.39568749e-01 -1.82615315e-01 -1.06435964e-01
5.02225862e-01 -2.28707972e-01 1.94861234e-01 1.68378908e-01
-1.29735280e-02 -1.23655070e-01]
[ 9.55578317e-02 2.21502150e-01 1.57403850e-01 -1.13827697e-01
-3.15128296e-02 5.67359603e-02 -1.21768304e-01 2.80960985e-01
5.80455233e-02 1.60311948e-01]
[ 3.56936829e-01 3.50469950e-01 -7.90719840e-02 3.21528070e-01
-9.09046394e-01 -2.90422480e-01 -4.96698249e-01 1.78157529e-01
3.93686857e-01 -1.71492416e-02]
[ 4.75611640e-02 1.30071452e-01 2.53413850e-01 2.48678162e-01
-5.95835743e-02 -1.96343471e-01 -1.77950652e-01 -1.32987135e-01
-1.39129891e-01 -2.89384396e-01]
[ 2.13762165e-02 -7.37271635e-02 -1.19754431e-01 -5.74262435e-02
2.28669891e-01 4.08204808e-02 -2.50584501e-03 -1.85113919e-01
3.06935941e-02 2.03632944e-01]
[ 1.21872226e-03 -4.90624610e-02 -6.70953031e-02 -5.17174847e-02
-2.81047379e-02 -1.77721957e-01 8.17190180e-02 9.85852383e-03
3.63530294e-02 3.33500693e-03]
[ 2.94529819e-02 8.24898979e-02 2.43905899e-01 7.37651138e-02
-2.30619296e-01 -1.35833759e-01 1.00917611e-01 3.94299686e-02
-1.86050097e-01 1.05748816e-01]
[ 7.23015358e-02 3.92191612e-02 1.07143887e-01 6.24451920e-03
-2.36447934e-01 6.83487933e-02 5.65327235e-02 -2.71124864e-01
-1.85558314e-02 -8.95465093e-02]
[ -1.21649980e-02 9.67521305e-02 8.37363213e-02 -3.37582559e-02
-4.35865077e-02 1.80926377e-01 9.52322886e-02 1.17992304e-01
-2.45106065e-02 1.68324926e-01]
[ 2.25701588e-01 8.91334389e-02 3.03071064e-02 8.63318682e-02
1.01589414e-02 -2.53795295e-02 -1.87340045e-01 1.48839648e-01
-5.01302849e-02 -1.46197348e-02]
[ 4.44193300e-02 1.19479712e-02 1.74500756e-02 4.27183418e-02
-4.24936737e-01 -1.23640250e-01 -2.17446927e-01 4.11387115e-02
1.19917136e-01 1.93617191e-01]
[ 5.99747833e-02 5.22164424e-01 1.28392174e-01 4.38170238e-01
-1.21923865e+00 -3.06950995e-01 -6.02335865e-01 -7.07321182e-02
3.02015581e-01 3.47352684e-01]
[ 1.82083065e-01 5.08944638e-01 6.85482523e-02 4.35190559e-01
-9.93213017e-01 -8.52437614e-02 -4.47641557e-01 1.51559141e-01
2.16616670e-01 4.85511626e-01]
[ 2.56837187e-01 3.27111693e-01 2.48256619e-01 1.55077260e-01
-4.75949549e-01 7.84934643e-02 -2.34150627e-01 1.63005067e-01
2.45201494e-01 8.52087322e-02]
[ -7.47638876e-02 2.26183102e-01 2.40913754e-01 1.54554100e-02
-4.34674717e-02 1.31006453e-01 -1.04372772e-01 -1.53396150e-02
-3.33763337e-02 4.89988303e-02]
[ -1.02510258e-01 -5.15962544e-03 2.31501033e-02 8.83074478e-02
-4.44494435e-02 1.17176583e-01 2.52059829e-01 1.95462238e-02
-2.78634707e-01 -9.82814196e-02]
[ -2.22562207e-01 -3.52961917e-02 -9.42865405e-02 -3.46050620e-01
1.88046417e-01 1.19773880e-01 1.10838483e-01 1.03192248e-01
-2.08454014e-01 3.08153941e-02]
[ 8.72770740e-03 -4.08371044e-01 -1.28273202e-01 -1.63277542e-01
3.77364679e-01 2.60783080e-02 1.96100343e-01 1.52271338e-01
-1.66894082e-01 -2.24315603e-01]
[ 1.12060835e-01 -2.39924441e-01 -1.55765940e-01 -2.24774349e-02
-7.98853653e-04 -4.69170223e-02 1.03586568e-01 -1.54005470e-01
1.14032153e-01 -1.57833147e-01]
[ -1.14984609e-01 5.44250674e-02 2.65039346e-01 -2.72992404e-03
1.52361337e-01 7.93554891e-02 5.18067002e-02 -2.97043760e-01
-1.09123915e-01 -5.57687532e-02]
[ -3.47887600e-01 1.05238376e-02 1.46438945e-02 -2.53808560e-02
1.61667775e-01 -1.74883829e-01 1.88279022e-02 2.34259508e-01
-8.47848982e-02 7.56130511e-02]
[ 1.47430222e-01 7.50233080e-03 -2.32673252e-01 -7.63408400e-02
1.01749234e-01 -3.00307401e-01 7.72466528e-02 -1.66987627e-01
5.43111117e-03 -1.82633370e-01]
[ 2.12016276e-01 -1.95583233e-01 6.48617502e-02 -2.17349250e-02
9.58271418e-02 -3.70119225e-02 5.05242727e-02 -1.36732799e-01
1.13743610e-01 -1.77817969e-01]
[ -1.07628888e-01 -8.84200442e-02 1.20482121e-01 1.05758346e-01
5.06228150e-02 -1.13086799e-01 2.67727668e-01 -7.83846541e-02
1.80313857e-01 -7.01949611e-03]
[ -2.33157345e-02 -2.07909299e-01 1.91046083e-01 -2.76342825e-01
-1.21471897e-01 1.24313450e-01 1.01865763e-01 -1.20139592e-01
3.78799287e-03 1.98259094e-01]]
[[ 0.62120295]
[ 1.69670262]
[ 0.23778662]
[ 0.87648912]
[-2.75197983]
[-0.28300438]
[-1.73182357]
[ 0.05883309]
[ 0.6935031 ]
[ 0.87858473]]
Progress: 40.8% ... Training loss: 0.279 ... Validation loss: 0.457[[ 1.60305554e-01 2.30217928e-01 -1.05304554e-01 1.06681018e-01
-5.12911396e-01 -7.04178745e-02 -6.48113769e-02 1.21035587e-01
-5.81754631e-02 1.92130391e-01]
[ 1.66168143e-02 1.52963226e-01 -1.81051625e-02 5.05682617e-02
7.00581994e-02 -8.02709042e-03 3.11086378e-01 4.15319861e-02
1.45292914e-01 -2.38969817e-02]
[ 1.95189457e-01 7.72809722e-01 1.21565938e-02 -4.46307279e-02
6.27806789e-01 -2.22143314e-02 -8.76981637e-01 -4.06727182e-02
5.46802060e-02 2.85907071e-01]
[ 3.87840169e-02 -3.75850158e-01 -2.00866071e-01 1.61523181e-01
-6.18083512e-03 1.33253202e-01 2.03410741e-01 6.30046520e-02
1.13020489e-01 2.71355072e-01]
[ -2.42014633e-02 8.58719599e-02 -1.50267480e-01 3.87193001e-02
-4.39062441e-02 -1.79923754e-01 7.23386288e-02 -1.18385467e-01
-1.97382544e-01 -4.82607100e-02]
[ -3.91271404e-01 -6.54886530e-01 -2.99247438e-01 1.56921093e-01
-9.03739460e-02 4.09529586e-02 3.54076305e-01 -3.86949697e-02
-2.54363406e-02 -2.42574632e-02]
[ -3.01698814e-03 -2.31903700e-01 1.02417298e-02 9.41420236e-02
-1.87577922e-02 -7.23148814e-02 1.81750947e-01 -1.90786419e-01
1.99339770e-01 3.83660440e-02]
[ 1.08828363e-01 -2.60983584e-01 3.27683883e-02 -7.42702624e-02
2.92482778e-02 -4.78847913e-02 8.49271139e-02 1.18564344e-01
7.80952225e-02 -2.54238827e-02]
[ -1.80840816e-01 -1.68034000e-01 -3.04916617e-01 -2.78196666e-02
-7.26784971e-03 7.09898703e-02 -1.11777421e-01 -2.99838137e-02
2.59466148e-01 -1.40222394e-01]
[ 3.26867766e-02 -4.34316067e-01 7.91100137e-02 -1.86469637e-03
-1.20174881e-01 -1.10639337e-01 2.35476500e-01 -1.08179451e-01
5.02578273e-04 7.32528933e-02]
[ -8.12435070e-02 -8.75119138e-02 3.52491913e-03 -1.34141842e-01
-6.26255585e-02 1.38982437e-02 2.08036982e-01 -1.02330565e-01
-4.58553673e-03 -1.17255760e-01]
[ -1.22809623e-01 -1.96275347e-01 -7.05435748e-02 3.55496572e-03
3.59273213e-01 1.00781478e-01 1.50091417e-01 -1.62723398e-02
-1.69491136e-01 -2.13634841e-01]
[ -1.58091168e-01 2.91093349e-03 6.13786151e-02 2.01911800e-02
-1.69852711e-01 -2.19190235e-01 -1.75706676e-01 -1.97170577e-01
8.54595130e-02 1.72236365e-01]
[ -2.74447444e-01 -3.35605968e-01 9.85706397e-02 2.26111961e-01
-1.30799865e-01 -6.80459300e-02 8.47923638e-02 -2.59851830e-01
-2.63148711e-01 -7.58796714e-02]
[ 1.01530183e-01 -1.92723248e-01 -2.23800806e-02 1.17586387e-01
-5.37342907e-02 -8.83884182e-02 2.43882938e-01 2.81398800e-03
2.59966519e-02 3.16299815e-03]
[ 3.97312393e-02 -1.05657387e-01 -2.09414769e-01 1.55958918e-01
-7.25989901e-02 8.14919959e-02 -3.59268139e-02 -1.95754811e-02
-8.55515802e-02 -7.46405179e-05]
[ -1.18517126e-01 -8.02358085e-02 -2.01111170e-01 1.60813519e-01
-3.18776746e-03 1.32930680e-01 1.01279134e-02 -2.50235194e-01
7.48549082e-02 -1.93120913e-01]
[ -6.71284187e-02 -4.83681983e-02 2.76048238e-01 1.02273439e-01
1.13707589e-01 -6.20041212e-02 -1.17620203e-01 1.20775591e-01
7.67144460e-02 3.89361966e-02]
[ 6.25493427e-02 -1.28120818e-02 8.94592185e-02 9.41521217e-02
2.65487427e-02 -1.83875899e-02 2.07713626e-01 1.20739570e-01
-2.26424173e-02 -5.41053901e-02]
[ 1.16649188e-02 -1.42092803e-01 -2.90949734e-01 -4.83832912e-02
1.20328559e-01 -9.35249067e-02 1.40027775e-01 1.63298114e-01
1.10571673e-01 -2.70086163e-02]
[ 4.55557382e-02 -3.73712858e-02 -1.17320179e-01 4.13026265e-02
-9.82858526e-02 3.22309091e-01 2.77865278e-01 2.04226477e-01
-1.62498672e-01 -6.43738359e-02]
[ 5.45979643e-03 -1.53801631e-04 1.24317993e-01 1.11207569e-01
-8.72416530e-03 1.03897355e-01 -1.15777316e-01 -4.13305060e-02
2.18803319e-01 8.43479261e-02]
[ 1.11770000e-01 7.75004622e-02 -4.41914119e-02 -9.55644764e-02
-1.00788242e-01 -3.30631358e-01 1.18899352e-01 8.69696539e-03
1.45186988e-01 9.12902835e-02]
[ -1.03216964e-01 -3.99898268e-02 -1.62562448e-02 2.07975469e-02
-3.14095124e-03 -2.03775889e-01 -6.34393992e-02 -2.02018588e-02
1.55186613e-02 1.25239241e-01]
[ -1.61305428e-01 -1.24487435e-01 -2.03820871e-01 -2.27078335e-02
-2.79296344e-01 1.08409458e-03 5.45182616e-02 -2.55112589e-02
-1.14169019e-02 3.96778343e-02]
[ -3.18620967e-02 -1.23912829e-01 -7.54109577e-02 -1.27854832e-01
5.32510714e-01 2.76102470e-01 5.92720003e-01 1.12929629e-01
-1.82609272e-01 -3.80118151e-01]
[ -1.90894081e-02 -4.31131637e-01 -3.13905754e-02 -7.55755550e-02
6.66455572e-01 1.01278840e-01 5.60505723e-01 9.11897749e-02
2.79528849e-02 -3.89723500e-01]
[ 9.71238334e-03 -4.84206097e-01 -4.40756896e-02 -1.08447276e-01
6.79722504e-01 2.36294527e-02 5.25257539e-01 4.84813326e-02
-3.65319406e-01 -2.21247023e-01]
[ -1.73563683e-01 -6.25084726e-01 -1.04057661e-02 -2.05377625e-01
7.76544898e-01 -9.04856314e-02 6.49849831e-01 -8.32012208e-02
-6.91642739e-02 8.33248382e-02]
[ -2.98952819e-01 -4.43722122e-01 5.46392342e-02 -4.99089121e-02
9.17223688e-01 1.42610194e-01 4.57397107e-01 4.73158600e-02
-9.05785861e-02 -1.38527138e-01]
[ -2.07138250e-01 -3.28564080e-01 2.51473290e-01 -2.42226109e-01
6.63941399e-01 -4.48563848e-02 7.11074489e-01 1.30199772e-02
-2.56884325e-01 -2.68247307e-02]
[ -1.34813292e-01 -2.39210752e-01 -1.82474777e-01 -1.05907835e-01
5.00662558e-01 -2.28879699e-01 1.94385910e-01 1.68415677e-01
-1.25506340e-02 -1.23109130e-01]
[ 9.50886343e-02 2.20902412e-01 1.57218452e-01 -1.14517730e-01
-2.97991037e-02 5.69516387e-02 -1.20921093e-01 2.80914951e-01
5.75060808e-02 1.59622869e-01]
[ 3.56176006e-01 3.48040251e-01 -7.94156194e-02 3.20255528e-01
-9.06719212e-01 -2.90008854e-01 -4.94301572e-01 1.78075792e-01
3.92733083e-01 -1.82464860e-02]
[ 4.76197837e-02 1.29966922e-01 2.53424353e-01 2.48721320e-01
-5.94157492e-02 -1.96357152e-01 -1.77843647e-01 -1.32983468e-01
-1.39077290e-01 -2.89347143e-01]
[ 2.13790694e-02 -7.36776479e-02 -1.19762410e-01 -5.74295763e-02
2.28635766e-01 4.08201795e-02 -2.53001098e-03 -1.85111908e-01
3.06845607e-02 2.03607492e-01]
[ 1.37966478e-03 -4.86381786e-02 -6.70417848e-02 -5.14901771e-02
-2.86387041e-02 -1.77796494e-01 8.12940211e-02 9.87402024e-03
3.65083301e-02 3.56242293e-03]
[ 2.91879055e-02 8.17904072e-02 2.43808200e-01 7.34073815e-02
-2.29456440e-01 -1.35736677e-01 1.01690908e-01 3.94096562e-02
-1.86332385e-01 1.05381021e-01]
[ 7.31426020e-02 4.08884181e-02 1.07483747e-01 7.50666871e-03
-2.40009322e-01 6.79428985e-02 5.44658245e-02 -2.71039660e-01
-1.75466894e-02 -8.82468625e-02]
[ -1.15156701e-02 9.81981712e-02 8.39879876e-02 -3.28171531e-02
-4.64944094e-02 1.80602149e-01 9.38078994e-02 1.18062285e-01
-2.37325479e-02 1.69282119e-01]
[ 2.26085675e-01 8.98686095e-02 3.04545193e-02 8.68695467e-02
8.57612667e-03 -2.55539923e-02 -1.88204799e-01 1.48875579e-01
-4.97085829e-02 -1.41044920e-02]
[ 4.43439958e-02 1.19634218e-02 1.74127588e-02 4.25899842e-02
-4.24885752e-01 -1.23604998e-01 -2.17356801e-01 4.11307928e-02
1.19813855e-01 1.93483460e-01]
[ 5.95215226e-02 5.20530405e-01 1.28259234e-01 4.37765603e-01
-1.21868997e+00 -3.06765411e-01 -6.00315213e-01 -7.07675885e-02
3.01681826e-01 3.46736203e-01]
[ 1.81603986e-01 5.07799180e-01 6.83618266e-02 4.34496332e-01
-9.91612974e-01 -8.50296477e-02 -4.46523668e-01 1.51512230e-01
2.16104660e-01 4.84853680e-01]
[ 2.57037779e-01 3.27505979e-01 2.48346075e-01 1.55411668e-01
-4.77060501e-01 7.83893994e-02 -2.34579943e-01 1.63027476e-01
2.45472948e-01 8.55197911e-02]
[ -7.47441944e-02 2.26290709e-01 2.40919532e-01 1.54776107e-02
-4.35827531e-02 1.31000931e-01 -1.04462214e-01 -1.53376833e-02
-3.33669782e-02 4.90189481e-02]
[ -1.02403174e-01 -4.82886007e-03 2.31892921e-02 8.84578811e-02
-4.49262195e-02 1.17129302e-01 2.51706736e-01 1.95550828e-02
-2.78516524e-01 -9.81319915e-02]
[ -2.22521683e-01 -3.52824917e-02 -9.42758957e-02 -3.45998719e-01
1.87893557e-01 1.19750877e-01 1.10743081e-01 1.03195841e-01
-2.08407104e-01 3.08740731e-02]
[ 9.75305281e-03 -4.06862017e-01 -1.27881627e-01 -1.61818313e-01
3.73114925e-01 2.56025060e-02 1.94090238e-01 1.52370354e-01
-1.65757154e-01 -2.22866969e-01]
[ 1.11985631e-01 -2.40910067e-01 -1.55830251e-01 -2.25604014e-02
-2.48398924e-03 -4.68772961e-02 1.04504043e-01 -1.54016757e-01
1.14106035e-01 -1.57977103e-01]
[ -1.13978504e-01 5.54283867e-02 2.65460598e-01 -9.94915616e-04
1.47615178e-01 7.88213322e-02 5.07451473e-02 -2.96929918e-01
-1.07858858e-01 -5.41712536e-02]
[ -3.47313213e-01 1.13900483e-02 1.49028706e-02 -2.44473914e-02
1.58914190e-01 -1.75184655e-01 1.78850743e-02 2.34322615e-01
-8.40259986e-02 7.65316096e-02]
[ 1.47151906e-01 6.77123004e-03 -2.32735326e-01 -7.66652933e-02
1.03525179e-01 -3.00230326e-01 7.78837319e-02 -1.67001260e-01
5.12925456e-03 -1.82881410e-01]
[ 2.12155139e-01 -1.95609686e-01 6.49011812e-02 -2.15904244e-02
9.54279526e-02 -3.70567881e-02 5.07889877e-02 -1.36721036e-01
1.13879194e-01 -1.77699160e-01]
[ -1.06894439e-01 -8.76658579e-02 1.20771747e-01 1.06839404e-01
4.70834560e-02 -1.13449966e-01 2.66570382e-01 -7.83087245e-02
1.81165521e-01 -5.93339719e-03]
[ -2.28227564e-02 -2.07763278e-01 1.91176512e-01 -2.75779738e-01
-1.24698617e-01 1.24113659e-01 1.01432991e-01 -1.20097615e-01
4.28494820e-03 1.98956385e-01]]
[[ 0.62866908]
[ 1.70309007]
[ 0.24811463]
[ 0.88468458]
[-2.73772093]
[-0.27287733]
[-1.71867117]
[ 0.067717 ]
[ 0.7007884 ]
[ 0.88625851]]
Progress: 40.8% ... Training loss: 0.271 ... Validation loss: 0.447[[ 1.62883475e-01 2.36558372e-01 -1.04160840e-01 1.10649145e-01
-5.24069083e-01 -7.16081472e-02 -7.08844587e-02 1.21343042e-01
-5.52360510e-02 1.96097137e-01]
[ 1.71229731e-02 1.54100005e-01 -1.79030357e-02 5.12725800e-02
6.85404428e-02 -8.24785556e-03 3.09806435e-01 4.15871289e-02
1.45843048e-01 -2.31793917e-02]
[ 1.93944504e-01 7.72351576e-01 1.17169144e-02 -4.64375503e-02
6.33110687e-01 -2.17333961e-02 -8.76531841e-01 -4.08011667e-02
5.32744757e-02 2.84398808e-01]
[ 4.18989562e-02 -3.69165659e-01 -1.99660626e-01 1.65901636e-01
-1.52740369e-02 1.31952820e-01 1.96362007e-01 6.33204165e-02
1.16554437e-01 2.75739964e-01]
[ -2.79066342e-02 7.84882004e-02 -1.51850370e-01 3.32319917e-02
-3.20163564e-02 -1.78358479e-01 7.99423186e-02 -1.18794353e-01
-2.01506157e-01 -5.36002812e-02]
[ -3.91508742e-01 -6.55969951e-01 -2.99321613e-01 1.56662141e-01
-9.10495109e-02 4.10103246e-02 3.55153306e-01 -3.87117826e-02
-2.56873066e-02 -2.45680011e-02]
[ -2.08532214e-03 -2.29698629e-01 1.05775318e-02 9.53485723e-02
-2.27418391e-02 -7.27254326e-02 1.79347315e-01 -1.90684624e-01
2.00340881e-01 3.96440641e-02]
[ 1.09035471e-01 -2.59981034e-01 3.29487767e-02 -7.36883228e-02
2.64754083e-02 -4.80969128e-02 8.33059536e-02 1.18607478e-01
7.85828446e-02 -2.47739744e-02]
[ -1.79832871e-01 -1.66026256e-01 -3.04495396e-01 -2.63039068e-02
-1.14015437e-02 7.05644853e-02 -1.13582354e-01 -2.98665559e-02
2.60469993e-01 -1.38808445e-01]
[ 3.38770579e-02 -4.31405412e-01 7.96568235e-02 -2.37626016e-05
-1.27949180e-01 -1.11257260e-01 2.32473532e-01 -1.08025053e-01
1.73536501e-03 7.49918589e-02]
[ -8.08903586e-02 -8.70599285e-02 3.70519295e-03 -1.33468799e-01
-6.50193116e-02 1.36932469e-02 2.07233792e-01 -1.02280283e-01
-4.01823833e-03 -1.16503288e-01]
[ -1.22443671e-01 -1.95506043e-01 -7.04074234e-02 4.08628562e-03
3.57875089e-01 1.00613707e-01 1.49144851e-01 -1.62316468e-02
-1.69049609e-01 -2.13094939e-01]
[ -1.58091168e-01 2.91093349e-03 6.13786151e-02 2.01911800e-02
-1.69852711e-01 -2.19190235e-01 -1.75706676e-01 -1.97170577e-01
8.54595130e-02 1.72236365e-01]
[ -2.74307161e-01 -3.35484651e-01 9.86336992e-02 2.26357516e-01
-1.31699553e-01 -6.81245373e-02 8.46189489e-02 -2.59831454e-01
-2.62959791e-01 -7.56463756e-02]
[ 1.01390866e-01 -1.93191540e-01 -2.24337803e-02 1.17391631e-01
-5.38175219e-02 -8.83410092e-02 2.44218291e-01 2.79857537e-03
2.58191519e-02 2.94103064e-03]
[ 3.99684481e-02 -1.05170801e-01 -2.09311569e-01 1.56258752e-01
-7.44096373e-02 8.13588619e-02 -3.62857553e-02 -1.95416399e-02
-8.53056903e-02 2.35845634e-04]
[ -1.18363049e-01 -7.99014864e-02 -2.01054663e-01 1.61043963e-01
-3.90334787e-03 1.32853071e-01 9.81124078e-03 -2.50217706e-01
7.50388013e-02 -1.92901763e-01]
[ -6.65734424e-02 -4.73080141e-02 2.76258547e-01 1.03081040e-01
1.11351206e-01 -6.22395691e-02 -1.18920370e-01 1.20834178e-01
7.73666602e-02 3.97942106e-02]
[ 6.21850542e-02 -1.35211527e-02 8.92992294e-02 9.35522817e-02
2.81533258e-02 -1.82143047e-02 2.08489296e-01 1.20697458e-01
-2.31105563e-02 -5.46882096e-02]
[ 1.05127423e-02 -1.44547480e-01 -2.91400915e-01 -5.00389748e-02
1.24317915e-01 -9.30336048e-02 1.42028783e-01 1.63170766e-01
1.09298580e-01 -2.85026653e-02]
[ 4.68227466e-02 -3.41863294e-02 -1.16723405e-01 4.34127385e-02
-1.04483948e-01 3.21649328e-01 2.74509126e-01 2.04387810e-01
-1.60840069e-01 -6.23641774e-02]
[ 5.66675449e-03 4.24077151e-04 1.24396379e-01 1.11498553e-01
-9.70188536e-03 1.03803153e-01 -1.16340421e-01 -4.13087712e-02
2.19033191e-01 8.46381488e-02]
[ 1.12432534e-01 7.89063402e-02 -4.39141241e-02 -9.45588528e-02
-1.03363293e-01 -3.30895080e-01 1.17877847e-01 8.77366191e-03
1.45792234e-01 9.21761471e-02]
[ -1.02920841e-01 -3.94536640e-02 -1.61323929e-02 2.12326938e-02
-4.47234123e-03 -2.03914417e-01 -6.41292815e-02 -2.01669934e-02
1.58627463e-02 1.25693766e-01]
[ -1.61259433e-01 -1.24430736e-01 -2.03802142e-01 -2.26375567e-02
-2.79508674e-01 1.06242085e-03 5.44333466e-02 -2.55059333e-02
-1.13652813e-02 3.97467931e-02]
[ -3.18113174e-02 -1.23912949e-01 -7.53901851e-02 -1.27776338e-01
5.32251503e-01 2.76077282e-01 5.92742234e-01 1.12935515e-01
-1.82549535e-01 -3.80044364e-01]
[ -1.87962981e-02 -4.30917031e-01 -3.12624559e-02 -7.51173019e-02
6.65081295e-01 1.01133889e-01 5.60223013e-01 9.12250969e-02
2.83195344e-02 -3.89303030e-01]
[ 1.01277639e-02 -4.83537882e-01 -4.38990993e-02 -1.07822144e-01
6.78190138e-01 2.34411739e-02 5.24536226e-01 4.85271030e-02
-3.64875627e-01 -2.20693656e-01]
[ -1.73837326e-01 -6.25908494e-01 -1.05169794e-02 -2.05763485e-01
7.77417532e-01 -9.03668366e-02 6.50640801e-01 -8.32319356e-02
-6.94775740e-02 8.29835733e-02]
[ -2.98964830e-01 -4.43905671e-01 5.46407232e-02 -4.99025351e-02
9.17086736e-01 1.42606674e-01 4.57623654e-01 4.73158900e-02
-9.05580963e-02 -1.38499464e-01]
[ -2.07429740e-01 -3.29427906e-01 2.51372004e-01 -2.42590937e-01
6.64878203e-01 -4.47352602e-02 7.11952485e-01 1.29896071e-02
-2.57210970e-01 -2.72058316e-02]
[ -1.35032788e-01 -2.39777414e-01 -1.82559569e-01 -1.06204490e-01
5.01585013e-01 -2.28783180e-01 1.94992492e-01 1.68392954e-01
-1.27886394e-02 -1.23399164e-01]
[ 9.53216596e-02 2.21350841e-01 1.57301759e-01 -1.14240630e-01
-3.06771838e-02 5.68548644e-02 -1.21493003e-01 2.80938408e-01
5.77081530e-02 1.59978894e-01]
[ 3.56518758e-01 3.49061903e-01 -7.92576450e-02 3.20791093e-01
-9.08235647e-01 -2.90178143e-01 -4.95259040e-01 1.78116665e-01
3.93140289e-01 -1.77260957e-02]
[ 4.77280734e-02 1.30385198e-01 2.53467425e-01 2.48842907e-01
-6.00700001e-02 -1.96408918e-01 -1.78275932e-01 -1.32971745e-01
-1.38964613e-01 -2.89172709e-01]
[ 2.20336903e-02 -7.19472879e-02 -1.19501534e-01 -5.64742068e-02
2.25846128e-01 4.05289521e-02 -4.28891811e-03 -1.85044418e-01
3.14173738e-02 2.04522530e-01]
[ 1.21130600e-03 -4.91874157e-02 -6.71280165e-02 -5.18052457e-02
-2.77647813e-02 -1.77737928e-01 8.15773685e-02 9.85477322e-03
3.62774530e-02 3.31715351e-03]
[ 2.87234190e-02 8.08285491e-02 2.43622452e-01 7.27276338e-02
-2.27909186e-01 -1.35542374e-01 1.02641213e-01 3.93573648e-02
-1.86868729e-01 1.04737238e-01]
[ 7.28611007e-02 4.01169142e-02 1.07353588e-01 7.05927439e-03
-2.38852753e-01 6.80696822e-02 5.51313608e-02 -2.71073850e-01
-1.79076387e-02 -8.86999121e-02]
[ -1.15450951e-02 9.81602771e-02 8.39706677e-02 -3.28720194e-02
-4.66062250e-02 1.80605796e-01 9.39369064e-02 1.18059538e-01
-2.37806395e-02 1.69204768e-01]
[ 2.26522974e-01 9.08584620e-02 3.06159057e-02 8.74799051e-02
6.61235996e-03 -2.57462049e-02 -1.89389223e-01 1.48922912e-01
-4.92296570e-02 -1.35209192e-02]
[ 4.46088913e-02 1.26143675e-02 1.75153885e-02 4.29631556e-02
-4.26118919e-01 -1.23713031e-01 -2.17925281e-01 4.11597328e-02
1.20046601e-01 1.93836043e-01]
[ 6.03670828e-02 5.22587522e-01 1.28619457e-01 4.38994575e-01
-1.22189310e+00 -3.07106272e-01 -6.02043541e-01 -7.06644739e-02
3.02508220e-01 3.47846228e-01]
[ 1.81196026e-01 5.06627451e-01 6.82419633e-02 4.34093612e-01
-9.90675273e-01 -8.48998650e-02 -4.45640942e-01 1.51476375e-01
2.15899436e-01 4.84420153e-01]
[ 2.56657881e-01 3.27267993e-01 2.48241815e-01 1.55020545e-01
-4.77123062e-01 7.85008298e-02 -2.34283361e-01 1.63004944e-01
2.45201087e-01 8.52167752e-02]
[ -7.47775957e-02 2.26221862e-01 2.40897391e-01 1.53967735e-02
-4.33954687e-02 1.31021718e-01 -1.04391977e-01 -1.53417242e-02
-3.34119025e-02 4.89695838e-02]
[ -1.02068260e-01 -3.85310151e-03 2.33218290e-02 8.89382989e-02
-4.63379847e-02 1.16985863e-01 2.50738105e-01 1.95916700e-02
-2.78137756e-01 -9.76587010e-02]
[ -2.22208966e-01 -3.44841027e-02 -9.41472868e-02 -3.45536407e-01
1.86697225e-01 1.19609709e-01 1.09866286e-01 1.03230883e-01
-2.08046786e-01 3.13191384e-02]
[ 9.93076302e-03 -4.06466693e-01 -1.27812962e-01 -1.61567026e-01
3.72437872e-01 2.55267836e-02 1.93586698e-01 1.52388872e-01
-1.65561897e-01 -2.22623592e-01]
[ 1.11823004e-01 -2.41243117e-01 -1.55907727e-01 -2.27392448e-02
-2.84557829e-03 -4.68135001e-02 1.04813198e-01 -1.54040043e-01
1.14004967e-01 -1.58136548e-01]
[ -1.13592484e-01 5.61701623e-02 2.65632886e-01 -3.88668952e-04
1.46176819e-01 7.86379433e-02 4.99624047e-02 -2.96882087e-01
-1.07457806e-01 -5.36146568e-02]
[ -3.47108005e-01 1.17603614e-02 1.49975297e-02 -2.41080769e-02
1.57746980e-01 -1.75281384e-01 1.73427886e-02 2.34349745e-01
-8.37484267e-02 7.68300434e-02]
[ 1.48743201e-01 1.02687181e-02 -2.32046695e-01 -7.42435401e-02
9.69898882e-02 -3.00955589e-01 7.44290666e-02 -1.66807263e-01
6.87897510e-03 -1.80678865e-01]
[ 2.12492475e-01 -1.94748937e-01 6.50924830e-02 -2.09455032e-02
9.38873037e-02 -3.72629737e-02 4.99109717e-02 -1.36672818e-01
1.14397834e-01 -1.77093744e-01]
[ -1.06413457e-01 -8.60601768e-02 1.20937153e-01 1.07382589e-01
4.38899333e-02 -1.13689873e-01 2.64644704e-01 -7.82598169e-02
1.81555000e-01 -5.30445353e-03]
[ -2.37515888e-02 -2.10374291e-01 1.90804936e-01 -2.77111019e-01
-1.22028171e-01 1.24510646e-01 1.03954498e-01 -1.20195037e-01
3.29116594e-03 1.97855233e-01]]
[[ 0.63684995]
[ 1.70763452]
[ 0.25374143]
[ 0.89391863]
[-2.73488085]
[-0.26520628]
[-1.70986639]
[ 0.07567974]
[ 0.71009397]
[ 0.89435148]]
Progress: 40.9% ... Training loss: 0.270 ... Validation loss: 0.444[[ 1.63087083e-01 2.35823014e-01 -1.04198967e-01 1.10450119e-01
-5.22062595e-01 -7.15370370e-02 -7.20761794e-02 1.21319367e-01
-5.52459501e-02 1.96492793e-01]
[ 1.73452452e-02 1.54536512e-01 -1.78164538e-02 5.16246781e-02
6.75386137e-02 -8.34849631e-03 3.09266452e-01 4.16163662e-02
1.46097417e-01 -2.28848521e-02]
[ 1.91755065e-01 7.66538593e-01 1.06080857e-02 -5.05926135e-02
6.49261542e-01 -2.05376911e-02 -8.74230193e-01 -4.11605226e-02
5.04172177e-02 2.81359310e-01]
[ 4.23560094e-02 -3.68903650e-01 -1.99373151e-01 1.66955318e-01
-1.74416727e-02 1.31608994e-01 1.97564123e-01 6.34130610e-02
1.17138717e-01 2.76333147e-01]
[ -2.38855293e-02 8.49329405e-02 -1.50319357e-01 3.86607558e-02
-4.79994243e-02 -1.79780510e-01 7.22889050e-02 -1.18354184e-01
-1.97160191e-01 -4.82741352e-02]
[ -3.92695962e-01 -6.58097214e-01 -2.99797748e-01 1.54962389e-01
-8.80392712e-02 4.14916190e-02 3.57499333e-01 -3.88572688e-02
-2.70085686e-02 -2.61402444e-02]
[ -1.96009884e-03 -2.29984645e-01 1.06185089e-02 9.55327341e-02
-2.38270508e-02 -7.27753050e-02 1.79216079e-01 -1.90667673e-01
2.00581789e-01 3.99062948e-02]
[ 1.06104906e-01 -2.67684216e-01 3.16422785e-02 -7.83404192e-02
4.05005900e-02 -4.67693292e-02 8.89680212e-02 1.18209049e-01
7.50373488e-02 -2.88275751e-02]
[ -1.78661212e-01 -1.63990554e-01 -3.04042261e-01 -2.46751980e-02
-1.51002625e-02 7.01339060e-02 -1.15832976e-01 -2.97335886e-02
2.61783204e-01 -1.37183952e-01]
[ 3.25673868e-02 -4.35510407e-01 7.89755961e-02 -2.43243051e-03
-1.20152429e-01 -1.10566129e-01 2.34627137e-01 -1.08235638e-01
1.70305850e-06 7.32467003e-02]
[ -8.24804951e-02 -9.13001337e-02 3.05812048e-03 -1.35727254e-01
-6.05446233e-02 1.43669913e-02 2.10942776e-01 -1.02476347e-01
-5.68532972e-03 -1.18647613e-01]
[ -1.22364768e-01 -1.95241603e-01 -7.03676436e-02 4.21443015e-03
3.57855141e-01 1.00577258e-01 1.48908499e-01 -1.62189958e-02
-1.68961494e-01 -2.12944576e-01]
[ -1.58091168e-01 2.91093349e-03 6.13786151e-02 2.01911800e-02
-1.69852711e-01 -2.19190235e-01 -1.75706676e-01 -1.97170577e-01
8.54595130e-02 1.72236365e-01]
[ -2.74562305e-01 -3.36011175e-01 9.85200620e-02 2.26000497e-01
-1.31268917e-01 -6.80178766e-02 8.52508416e-02 -2.59864622e-01
-2.63257285e-01 -7.60493703e-02]
[ 1.01144039e-01 -1.93839375e-01 -2.25405413e-02 1.17004854e-01
-5.27208887e-02 -8.82382650e-02 2.44688979e-01 2.76771549e-03
2.55461261e-02 2.65402195e-03]
[ 3.84789674e-02 -1.08231787e-01 -2.09893341e-01 1.54171978e-01
-7.01872876e-02 8.19408199e-02 -3.29917881e-02 -1.97135727e-02
-8.69553900e-02 -1.76192094e-03]
[ -1.18399665e-01 -8.03299015e-02 -2.01072179e-01 1.60998671e-01
-3.75565547e-03 1.32865975e-01 1.00440006e-02 -2.50224655e-01
7.50910716e-02 -1.92921787e-01]
[ -6.61843629e-02 -4.64855098e-02 2.76406644e-01 1.03620485e-01
1.09959327e-01 -6.23803021e-02 -1.19689081e-01 1.20881605e-01
7.77816022e-02 4.03396547e-02]
[ 6.31558197e-02 -1.17914737e-02 8.96993278e-02 9.49804025e-02
2.38176789e-02 -1.85705443e-02 2.06320137e-01 1.20811355e-01
-2.19842524e-02 -5.32373444e-02]
[ 8.10217762e-03 -1.49793630e-01 -2.92459069e-01 -5.38403966e-02
1.35628060e-01 -9.19941524e-02 1.45984687e-01 1.62848981e-01
1.06451820e-01 -3.18869938e-02]
[ 4.58410215e-02 -3.67997658e-02 -1.17138737e-01 4.19354229e-02
-1.00024698e-01 3.22077152e-01 2.77063744e-01 2.04263926e-01
-1.61998397e-01 -6.36831064e-02]
[ 6.07802720e-03 5.90999189e-04 1.24536589e-01 1.11980715e-01
-1.03227803e-02 1.03686594e-01 -1.16820838e-01 -4.12668464e-02
2.19455935e-01 8.51426735e-02]
[ 1.13287770e-01 8.08278011e-02 -4.35906280e-02 -9.33709617e-02
-1.06536505e-01 -3.31232590e-01 1.15588459e-01 8.86690631e-03
1.46704816e-01 9.33832546e-02]
[ -1.02977267e-01 -3.96536195e-02 -1.61527435e-02 2.11617229e-02
-4.24885823e-03 -2.03892076e-01 -6.39157911e-02 -2.01730388e-02
1.58089782e-02 1.25610520e-01]
[ -1.61229907e-01 -1.24428760e-01 -2.03789041e-01 -2.25885837e-02
-2.79625739e-01 1.04800420e-03 5.44139390e-02 -2.55017989e-02
-1.13276867e-02 3.97940291e-02]
[ -3.18070552e-02 -1.23853879e-01 -7.53905709e-02 -1.27775995e-01
5.32379080e-01 2.76077659e-01 5.92690804e-01 1.12935220e-01
-1.82548235e-01 -3.80051776e-01]
[ -1.82512820e-02 -4.29815901e-01 -3.10362064e-02 -7.42992750e-02
6.63063311e-01 1.00891283e-01 5.58901534e-01 9.12943575e-02
2.89410431e-02 -3.88507551e-01]
[ 9.73495600e-03 -4.84785539e-01 -4.40668018e-02 -1.08415061e-01
6.79833917e-01 2.36061446e-02 5.25757347e-01 4.84791202e-02
-3.65325983e-01 -2.21268759e-01]
[ -1.73975558e-01 -6.26157281e-01 -1.05700155e-02 -2.05955688e-01
7.78024800e-01 -9.03114635e-02 6.50855451e-01 -8.32482084e-02
-6.96245243e-02 8.27965669e-02]
[ -2.99049076e-01 -4.44248099e-01 5.46108995e-02 -5.00039509e-02
9.17296929e-01 1.42639564e-01 4.57927148e-01 4.73060580e-02
-9.06308343e-02 -1.38597439e-01]
[ -2.08025257e-01 -3.30942565e-01 2.51132334e-01 -2.43441114e-01
6.67209003e-01 -4.44792915e-02 7.13471472e-01 1.29180901e-02
-2.57892500e-01 -2.79918538e-02]
[ -1.35024081e-01 -2.39796552e-01 -1.82553904e-01 -1.06178713e-01
5.01546286e-01 -2.28789822e-01 1.95007074e-01 1.68394878e-01
-1.27657544e-02 -1.23376821e-01]
[ 9.52435793e-02 2.22121178e-01 1.57282473e-01 -1.14291725e-01
-3.09773556e-02 5.68558152e-02 -1.21934241e-01 2.80933181e-01
5.75903107e-02 1.59951186e-01]
[ 3.54867794e-01 3.45279021e-01 -7.99822186e-02 3.18238263e-01
-9.01769391e-01 -2.89426365e-01 -4.91708384e-01 1.77898290e-01
3.91241359e-01 -2.00693763e-02]
[ 4.79513797e-02 1.30606251e-01 2.53555833e-01 2.49117743e-01
-6.08000534e-02 -1.96502223e-01 -1.78672237e-01 -1.32945691e-01
-1.38709766e-01 -2.88882648e-01]
[ 2.26026281e-02 -7.11550734e-02 -1.19279246e-01 -5.56841284e-02
2.23732169e-01 4.02856918e-02 -5.48512825e-03 -1.84978742e-01
3.20116028e-02 2.05295784e-01]
[ 8.85796821e-04 -4.99295140e-02 -6.72721430e-02 -5.22787726e-02
-2.66373079e-02 -1.77625464e-01 8.22428994e-02 9.81470678e-03
3.58845843e-02 2.82547928e-03]
[ 2.87329606e-02 8.10097833e-02 2.43647363e-01 7.27738881e-02
-2.28241746e-01 -1.35565325e-01 1.02444531e-01 3.93618248e-02
-1.86827382e-01 1.04804385e-01]
[ 7.35454481e-02 4.17000674e-02 1.07610530e-01 7.98256644e-03
-2.41496730e-01 6.78138006e-02 5.32986017e-02 -2.71003394e-01
-1.71511647e-02 -8.77399571e-02]
[ -1.11832299e-02 9.89527700e-02 8.40910823e-02 -3.24099474e-02
-4.79454870e-02 1.80481850e-01 9.27089627e-02 1.18097371e-01
-2.33671111e-02 1.69747744e-01]
[ 2.25744247e-01 8.87720752e-02 3.02675203e-02 8.62417024e-02
1.00579757e-02 -2.53932889e-02 -1.87303397e-01 1.48816962e-01
-5.01942677e-02 -1.47351196e-02]
[ 4.44692415e-02 1.22495094e-02 1.74601569e-02 4.27663130e-02
-4.25515582e-01 -1.23658646e-01 -2.17580481e-01 4.11427504e-02
1.19888946e-01 1.93635605e-01]
[ 5.98290744e-02 5.21142435e-01 1.28360539e-01 4.38089911e-01
-1.21901238e+00 -3.06786686e-01 -6.01257779e-01 -7.07449998e-02
3.01780728e-01 3.47110423e-01]
[ 1.81499318e-01 5.07157927e-01 6.83596131e-02 4.34471490e-01
-9.91730956e-01 -8.50019982e-02 -4.46252701e-01 1.51509055e-01
2.16297377e-01 4.84851183e-01]
[ 2.56104367e-01 3.25946155e-01 2.48018858e-01 1.54246455e-01
-4.75069435e-01 7.87341872e-02 -2.32952677e-01 1.62938226e-01
2.44649726e-01 8.45201490e-02]
[ -7.48425524e-02 2.25927284e-01 2.40882593e-01 1.53291080e-02
-4.31027030e-02 1.31037932e-01 -1.04172627e-01 -1.53438228e-02
-3.34596448e-02 4.89223796e-02]
[ -1.02319718e-01 -4.45043103e-03 2.32265831e-02 8.85823924e-02
-4.52523820e-02 1.17083128e-01 2.51310113e-01 1.95630050e-02
-2.78420874e-01 -9.79892350e-02]
[ -2.22010331e-01 -3.42289784e-02 -9.40683451e-02 -3.45244859e-01
1.86057137e-01 1.19522314e-01 1.09568387e-01 1.03255756e-01
-2.07813461e-01 3.16106493e-02]
[ 9.79361729e-03 -4.06826010e-01 -1.27868813e-01 -1.61764575e-01
3.73026812e-01 2.55848329e-02 1.93959189e-01 1.52372166e-01
-1.65718725e-01 -2.22795480e-01]
[ 1.11872823e-01 -2.41161847e-01 -1.55866321e-01 -2.25755713e-02
-4.35709915e-03 -4.68348412e-02 1.04119335e-01 -1.54034275e-01
1.14123992e-01 -1.57844537e-01]
[ -1.12274214e-01 5.84492266e-02 2.66160908e-01 1.52195054e-03
1.41245536e-01 7.81322760e-02 4.73180360e-02 -2.96727635e-01
-1.05931625e-01 -5.17796049e-02]
[ -3.46769000e-01 1.18738910e-02 1.51261276e-02 -2.36857648e-02
1.57239201e-01 -1.75396044e-01 1.72277711e-02 2.34394213e-01
-8.33834607e-02 7.72500087e-02]
[ 1.48615274e-01 9.85329731e-03 -2.32133947e-01 -7.45252564e-02
9.81120693e-02 -3.00875947e-01 7.47543438e-02 -1.66831810e-01
6.61416229e-03 -1.80913488e-01]
[ 2.11861841e-01 -1.96623277e-01 6.48254256e-02 -2.19446248e-02
9.65027416e-02 -3.70023224e-02 5.16160063e-02 -1.36750121e-01
1.13681408e-01 -1.78020573e-01]
[ -1.08321257e-01 -9.05564020e-02 1.20163966e-01 1.04712576e-01
5.01777841e-02 -1.12899117e-01 2.69049844e-01 -7.84895498e-02
1.79466142e-01 -8.00951609e-03]
[ -2.56132276e-02 -2.14142928e-01 1.89945887e-01 -2.80195751e-01
-1.12851568e-01 1.25349691e-01 1.06598534e-01 -1.20462143e-01
1.03845162e-03 1.95435598e-01]]
[[ 0.62422967]
[ 1.69914828]
[ 0.24336584]
[ 0.88382693]
[-2.74459586]
[-0.27485933]
[-1.71929943]
[ 0.06341811]
[ 0.69718432]
[ 0.88253057]]
Progress: 40.9% ... Training loss: 0.272 ... Validation loss: 0.450[[ 1.62835497e-01 2.34344785e-01 -1.04304009e-01 1.10006469e-01
-5.21363696e-01 -7.14028086e-02 -7.10788377e-02 1.21298183e-01
-5.57389250e-02 1.96383449e-01]
[ 1.74354515e-02 1.54601402e-01 -1.77771664e-02 5.17888624e-02
6.70149451e-02 -8.40292568e-03 3.09367190e-01 4.16301860e-02
1.46214329e-01 -2.27543700e-02]
[ 1.89751936e-01 7.64617028e-01 9.72987986e-03 -5.40249444e-02
6.55796628e-01 -1.95381541e-02 -8.72420413e-01 -4.13945406e-02
4.78532280e-02 2.78268997e-01]
[ 4.39060424e-02 -3.66347987e-01 -1.98669590e-01 1.69433335e-01
-2.11079018e-02 1.31034320e-01 1.95122568e-01 6.35673778e-02
1.18887995e-01 2.78780530e-01]
[ -2.71533928e-02 7.80117988e-02 -1.51665513e-01 3.37584210e-02
-3.63173268e-02 -1.78323000e-01 7.93282723e-02 -1.18699929e-01
-2.00699059e-01 -5.30988671e-02]
[ -3.92408426e-01 -6.57960897e-01 -2.99662163e-01 1.55451675e-01
-8.95510489e-02 4.13175225e-02 3.57550197e-01 -3.88212354e-02
-2.66381924e-02 -2.56977385e-02]
[ -1.85033044e-03 -2.30509593e-01 1.06468408e-02 9.55955061e-02
-2.54036764e-02 -7.27708938e-02 1.79182023e-01 -1.90658751e-01
2.00656443e-01 4.00341065e-02]
[ 1.06717603e-01 -2.66165428e-01 3.18503675e-02 -7.76344690e-02
3.76932063e-02 -4.70177271e-02 8.71835368e-02 1.18263584e-01
7.56263945e-02 -2.78527491e-02]
[ -1.76875384e-01 -1.60298427e-01 -3.03332827e-01 -2.20922154e-02
-2.05717950e-02 6.93235821e-02 -1.20156532e-01 -2.95471522e-02
2.63588668e-01 -1.34634274e-01]
[ 3.45304231e-02 -4.31908902e-01 7.96856344e-02 1.58080767e-04
-1.28809547e-01 -1.11422562e-01 2.29958681e-01 -1.08045700e-01
1.88540229e-03 7.58759532e-02]
[ -8.19359086e-02 -9.07824842e-02 3.26930108e-03 -1.35007120e-01
-6.22443984e-02 1.41305266e-02 2.10145383e-01 -1.02415675e-01
-5.11574925e-03 -1.17702785e-01]
[ -1.22076561e-01 -1.94538472e-01 -7.02074226e-02 4.74477531e-03
3.56844715e-01 1.00441748e-01 1.48283115e-01 -1.61836787e-02
-1.68575233e-01 -2.12423835e-01]
[ -1.58091168e-01 2.91093349e-03 6.13786151e-02 2.01911800e-02
-1.69852711e-01 -2.19190235e-01 -1.75706676e-01 -1.97170577e-01
8.54595130e-02 1.72236365e-01]
[ -2.74691312e-01 -3.36419456e-01 9.84622418e-02 2.25799159e-01
-1.31201606e-01 -6.79826592e-02 8.56256508e-02 -2.59875761e-01
-2.63405966e-01 -7.62371518e-02]
[ 1.01332948e-01 -1.93812164e-01 -2.24451653e-02 1.17366486e-01
-5.38268360e-02 -8.83631834e-02 2.44707857e-01 2.79448008e-03
2.58772939e-02 3.01823943e-03]
[ 3.90309546e-02 -1.07184574e-01 -2.09660545e-01 1.54978753e-01
-7.16502153e-02 8.17035888e-02 -3.40962940e-02 -1.96582340e-02
-8.63872619e-02 -1.01944670e-03]
[ -1.18446116e-01 -8.12868251e-02 -2.01101881e-01 1.60941050e-01
-4.05000883e-03 1.32888388e-01 1.07468352e-02 -2.50230646e-01
7.50548274e-02 -1.92996141e-01]
[ -6.65630818e-02 -4.73552204e-02 2.76273862e-01 1.03068077e-01
1.11705554e-01 -6.22123010e-02 -1.18842221e-01 1.20847888e-01
7.73480918e-02 3.98840228e-02]
[ 6.36422963e-02 -1.05740556e-02 8.98706019e-02 9.56011018e-02
2.08074825e-02 -1.87363409e-02 2.04841372e-01 1.20855179e-01
-2.14871567e-02 -5.26298697e-02]
[ 7.99153378e-03 -1.49664858e-01 -2.92522091e-01 -5.41107633e-02
1.35407952e-01 -9.19481617e-02 1.45819406e-01 1.62833604e-01
1.06282289e-01 -3.19333296e-02]
[ 4.59814847e-02 -3.69319602e-02 -1.17107526e-01 4.20619322e-02
-1.00135415e-01 3.22040653e-01 2.77064296e-01 2.04272837e-01
-1.61871832e-01 -6.35210741e-02]
[ 6.80431049e-03 2.49501807e-03 1.24832512e-01 1.13036209e-01
-1.34408228e-02 1.03364786e-01 -1.18788342e-01 -4.11912488e-02
2.20242278e-01 8.61997947e-02]
[ 1.13805140e-01 8.19143174e-02 -4.33736278e-02 -9.25975144e-02
-1.08101705e-01 -3.31459162e-01 1.14547894e-01 8.92275797e-03
1.47134325e-01 9.41272301e-02]
[ -1.02728347e-01 -3.91246706e-02 -1.60507635e-02 2.15205392e-02
-5.26002906e-03 -2.04020964e-01 -6.46311134e-02 -2.01477002e-02
1.61052576e-02 1.25990626e-01]
[ -1.60629667e-01 -1.23179465e-01 -2.03569835e-01 -2.17692322e-02
-2.80907933e-01 7.89689263e-04 5.28507147e-02 -2.54412745e-02
-1.07352676e-02 4.05955518e-02]
[ -3.18694583e-02 -1.24248264e-01 -7.54120879e-02 -1.27868252e-01
5.32625784e-01 2.76111078e-01 5.92934990e-01 1.12929876e-01
-1.82619655e-01 -3.80158806e-01]
[ -1.77713641e-02 -4.29137897e-01 -3.08535297e-02 -7.36209025e-02
6.61397503e-01 1.00686314e-01 5.57978606e-01 9.13423247e-02
2.94562344e-02 -3.87837302e-01]
[ 9.72307025e-03 -4.84838437e-01 -4.40709112e-02 -1.08430537e-01
6.79875209e-01 2.36114781e-02 5.25873790e-01 4.84768053e-02
-3.65341506e-01 -2.21293221e-01]
[ -1.73780672e-01 -6.25929329e-01 -1.04930502e-02 -2.05673784e-01
7.77193965e-01 -9.03977989e-02 6.50600284e-01 -8.32292412e-02
-6.94205572e-02 8.30621641e-02]
[ -2.98805323e-01 -4.43753900e-01 5.47028003e-02 -4.96651650e-02
9.16636390e-01 1.42533560e-01 4.57357831e-01 4.73299560e-02
-9.03585638e-02 -1.38249794e-01]
[ -2.07861268e-01 -3.30879425e-01 2.51220677e-01 -2.43099562e-01
6.66132736e-01 -4.45905256e-02 7.13490372e-01 1.29430965e-02
-2.57613886e-01 -2.76627303e-02]
[ -1.34887942e-01 -2.39594777e-01 -1.82501943e-01 -1.05985021e-01
5.00958661e-01 -2.28839576e-01 1.94803100e-01 1.68408817e-01
-1.26249363e-02 -1.23180746e-01]
[ 9.44936633e-02 2.20184210e-01 1.57001206e-01 -1.15331950e-01
-2.81074766e-02 5.71810224e-02 -1.19955761e-01 2.80861477e-01
5.67670061e-02 1.58998605e-01]
[ 3.55877809e-01 3.47452174e-01 -7.96030187e-02 3.19630238e-01
-9.04567323e-01 -2.89850733e-01 -4.94146447e-01 1.77998890e-01
3.92114844e-01 -1.86661211e-02]
[ 4.79254462e-02 1.30606126e-01 2.53546550e-01 2.49091850e-01
-6.07665980e-02 -1.96490999e-01 -1.78642699e-01 -1.32948128e-01
-1.38736805e-01 -2.88919941e-01]
[ 2.28464143e-02 -7.05030378e-02 -1.19176316e-01 -5.53268605e-02
2.22481956e-01 4.01682791e-02 -6.12505916e-03 -1.84948651e-01
3.23097296e-02 2.05611790e-01]
[ 1.29166914e-03 -4.88413033e-02 -6.71035536e-02 -5.16671806e-02
-2.82882659e-02 -1.77818019e-01 8.11986843e-02 9.85777781e-03
3.63164584e-02 3.42636661e-03]
[ 2.89640599e-02 8.18479307e-02 2.43731615e-01 7.31220803e-02
-2.29121358e-01 -1.35689862e-01 1.01705602e-01 3.93852962e-02
-1.86612949e-01 1.05080716e-01]
[ 7.38444725e-02 4.24719602e-02 1.07722971e-01 8.37569416e-03
-2.42748229e-01 6.76816122e-02 5.23396727e-02 -2.70970586e-01
-1.68213549e-02 -8.73377701e-02]
[ -1.04548543e-02 1.00719996e-01 8.43832074e-02 -3.13957265e-02
-5.15018877e-02 1.80193127e-01 9.06543612e-02 1.18162214e-01
-2.25453058e-02 1.70715020e-01]
[ 2.25921925e-01 8.91143619e-02 3.03264795e-02 8.64350383e-02
9.58945935e-03 -2.54653061e-02 -1.87830060e-01 1.48832046e-01
-5.00499623e-02 -1.45248626e-02]
[ 4.41976327e-02 1.19485286e-02 1.73700768e-02 4.23655011e-02
-4.24531291e-01 -1.23529851e-01 -2.16924770e-01 4.11140478e-02
1.19575149e-01 1.93229125e-01]
[ 5.97186882e-02 5.20835850e-01 1.28311149e-01 4.37942147e-01
-1.21921643e+00 -3.06758930e-01 -6.00867606e-01 -7.07540657e-02
3.01645904e-01 3.46929312e-01]
[ 1.80652546e-01 5.04814481e-01 6.79882985e-02 4.33105644e-01
-9.88054392e-01 -8.45986956e-02 -4.44226769e-01 1.51415325e-01
2.15318069e-01 4.83840050e-01]
[ 2.56090711e-01 3.25767811e-01 2.48026602e-01 1.54258717e-01
-4.74988717e-01 7.87381514e-02 -2.32825078e-01 1.62937591e-01
2.44675155e-01 8.45493598e-02]
[ -7.47255834e-02 2.26172449e-01 2.40919701e-01 1.54667468e-02
-4.35975340e-02 1.30993456e-01 -1.04342632e-01 -1.53344438e-02
-3.33557642e-02 4.90608782e-02]
[ -1.02318611e-01 -4.53225221e-03 2.32284867e-02 8.85894661e-02
-4.53201860e-02 1.17070119e-01 2.51226527e-01 1.95648886e-02
-2.78381125e-01 -9.79554989e-02]
[ -2.21587677e-01 -3.31829355e-02 -9.39044658e-02 -3.44663620e-01
1.84362646e-01 1.19338840e-01 1.08450330e-01 1.03299203e-01
-2.07339695e-01 3.21987842e-02]
[ 9.82674178e-03 -4.06997405e-01 -1.27861391e-01 -1.61717544e-01
3.72863967e-01 2.55684822e-02 1.94005359e-01 1.52377569e-01
-1.65681494e-01 -2.22755038e-01]
[ 1.11713668e-01 -2.41355443e-01 -1.55936840e-01 -2.28064736e-02
-4.51805458e-03 -4.67561257e-02 1.04149777e-01 -1.54053590e-01
1.13890116e-01 -1.58023837e-01]
[ -1.12324031e-01 5.80440917e-02 2.66158036e-01 1.50528613e-03
1.41458524e-01 7.81302308e-02 4.79291935e-02 -2.96717992e-01
-1.06003616e-01 -5.18182272e-02]
[ -3.46486563e-01 1.16122712e-02 1.52651674e-02 -2.31956774e-02
1.56580340e-01 -1.75554263e-01 1.69742921e-02 2.34432339e-01
-8.30042282e-02 7.78584501e-02]
[ 1.48297027e-01 8.75564180e-03 -2.32259547e-01 -7.49991968e-02
9.94826827e-02 -3.00729286e-01 7.58025057e-02 -1.66866931e-01
6.25843365e-03 -1.81391000e-01]
[ 2.12422066e-01 -1.95461291e-01 6.50133965e-02 -2.12676674e-02
9.47664773e-02 -3.72287438e-02 5.02127712e-02 -1.36699016e-01
1.14209133e-01 -1.77364234e-01]
[ -1.07532324e-01 -8.82745821e-02 1.20488671e-01 1.05845372e-01
4.73902319e-02 -1.13258907e-01 2.66785463e-01 -7.84100033e-02
1.80189623e-01 -6.85140366e-03]
[ -2.39217733e-02 -2.10806444e-01 1.90574602e-01 -2.77933094e-01
-1.20458855e-01 1.24642383e-01 1.02738633e-01 -1.20300198e-01
2.90914916e-03 1.97802961e-01]]
[[ 0.63155552]
[ 1.70050021]
[ 0.2520006 ]
[ 0.89187984]
[-2.73648828]
[-0.2646023 ]
[-1.70509005]
[ 0.07240387]
[ 0.70825964]
[ 0.89061155]]
Progress: 41.0% ... Training loss: 0.269 ... Validation loss: 0.449[[ 1.62121536e-01 2.34104976e-01 -1.04540631e-01 1.09106167e-01
-5.21495231e-01 -7.11481141e-02 -7.00948336e-02 1.21227953e-01
-5.64238212e-02 1.95779685e-01]
[ 1.73568923e-02 1.54381766e-01 -1.78098803e-02 5.16648673e-02
6.75510027e-02 -8.36573921e-03 3.09625590e-01 4.16197717e-02
1.46113878e-01 -2.28504757e-02]
[ 1.92348532e-01 7.69578248e-01 1.08085609e-02 -5.03404065e-02
6.48583830e-01 -2.06637731e-02 -8.77039416e-01 -4.10853371e-02
5.07212523e-02 2.82280053e-01]
[ 4.28825912e-02 -3.67319544e-01 -1.98975263e-01 1.68226967e-01
-1.59297815e-02 1.31578320e-01 1.96848966e-01 6.34425355e-02
1.17405617e-01 2.76870344e-01]
[ -2.94525097e-02 7.15606460e-02 -1.52603474e-01 3.01951278e-02
-2.75968931e-02 -1.77384746e-01 8.52703599e-02 -1.18963420e-01
-2.03014523e-01 -5.61693246e-02]
[ -3.93149293e-01 -6.58933982e-01 -2.99961913e-01 1.54564547e-01
-8.95640887e-02 4.16049493e-02 3.58682876e-01 -3.89038552e-02
-2.73506350e-02 -2.65396132e-02]
[ -1.01831325e-03 -2.28348233e-01 1.10156163e-02 9.68147247e-02
-2.92617545e-02 -7.31236176e-02 1.77088880e-01 -1.90552752e-01
2.01647854e-01 4.13112572e-02]
[ 1.07379175e-01 -2.64533640e-01 3.21438196e-02 -7.65710092e-02
3.40846731e-02 -4.73077957e-02 8.60319107e-02 1.18347876e-01
7.63605857e-02 -2.66840045e-02]
[ -1.77204617e-01 -1.61209118e-01 -3.03441706e-01 -2.26145055e-02
-1.86886736e-02 6.94673018e-02 -1.19419552e-01 -2.95841074e-02
2.63251553e-01 -1.35057604e-01]
[ 3.41306919e-02 -4.32601559e-01 7.95684021e-02 -2.76568583e-04
-1.30462466e-01 -1.11273482e-01 2.31154886e-01 -1.08072530e-01
1.51343197e-03 7.56762469e-02]
[ -8.09976470e-02 -8.81038268e-02 3.68165509e-03 -1.33580579e-01
-6.69642373e-02 1.37100882e-02 2.07530321e-01 -1.02307356e-01
-3.99968756e-03 -1.16314922e-01]
[ -1.22191601e-01 -1.94615101e-01 -7.02489463e-02 4.62614476e-03
3.57620944e-01 1.00501461e-01 1.48326864e-01 -1.61944513e-02
-1.68643281e-01 -2.12431302e-01]
[ -1.58091168e-01 2.91093349e-03 6.13786151e-02 2.01911800e-02
-1.69852711e-01 -2.19190235e-01 -1.75706676e-01 -1.97170577e-01
8.54595130e-02 1.72236365e-01]
[ -2.74433932e-01 -3.35976547e-01 9.85615936e-02 2.26139798e-01
-1.31591203e-01 -6.80815014e-02 8.51426025e-02 -2.59847091e-01
-2.63119677e-01 -7.58858177e-02]
[ 1.00847119e-01 -1.94464331e-01 -2.26645265e-02 1.16752645e-01
-5.40947594e-02 -8.81593782e-02 2.45277519e-01 2.73683431e-03
2.53506322e-02 2.29007973e-03]
[ 3.86888310e-02 -1.07511379e-01 -2.09789163e-01 1.54566224e-01
-7.15287920e-02 8.18230832e-02 -3.34595770e-02 -1.96941167e-02
-8.66953026e-02 -1.28653373e-03]
[ -1.19334714e-01 -8.33078642e-02 -2.01416747e-01 1.59686688e-01
-8.61198775e-04 1.33239606e-01 1.27786493e-02 -2.50328458e-01
7.40921850e-02 -1.94226612e-01]
[ -6.55027599e-02 -4.48276187e-02 2.76693014e-01 1.04585741e-01
1.07209056e-01 -6.26529272e-02 -1.21278826e-01 1.20972179e-01
7.85460655e-02 4.14345437e-02]
[ 6.43784212e-02 -8.28159109e-03 9.02080418e-02 9.67823465e-02
1.71974227e-02 -1.90621709e-02 2.02643812e-01 1.20949739e-01
-2.05743840e-02 -5.14800488e-02]
[ 8.92956491e-03 -1.46993893e-01 -2.92115982e-01 -5.26675133e-02
1.31059224e-01 -9.23707307e-02 1.43289538e-01 1.62949729e-01
1.07365479e-01 -3.05721217e-02]
[ 4.49530557e-02 -4.02263765e-02 -1.17565643e-01 4.04647493e-02
-9.57356091e-02 3.22512524e-01 2.80499292e-01 2.04146982e-01
-1.63126555e-01 -6.50021653e-02]
[ 6.89532579e-03 2.86159421e-03 1.24882483e-01 1.13212216e-01
-1.37886889e-02 1.03331642e-01 -1.19062022e-01 -4.11795298e-02
2.20351180e-01 8.64814506e-02]
[ 1.13768668e-01 8.15311171e-02 -4.33768228e-02 -9.26932585e-02
-1.07879345e-01 -3.31448306e-01 1.14822892e-01 8.91800234e-03
1.47088303e-01 9.41063297e-02]
[ -1.02872544e-01 -3.95125449e-02 -1.60992926e-02 2.13106618e-02
-4.38132145e-03 -2.03953192e-01 -6.42852835e-02 -2.01625156e-02
1.59580456e-02 1.25806610e-01]
[ -1.60363401e-01 -1.22505106e-01 -2.03455575e-01 -2.13712396e-02
-2.81854897e-01 6.74038107e-04 5.21023505e-02 -2.54091589e-02
-1.04030493e-02 4.09934292e-02]
[ -3.15044240e-02 -1.23579048e-01 -7.52709699e-02 -1.27347671e-01
5.31074999e-01 2.75972254e-01 5.92277391e-01 1.12971164e-01
-1.82234247e-01 -3.79669672e-01]
[ -1.78607063e-02 -4.29268473e-01 -3.08922319e-02 -7.37547975e-02
6.61748625e-01 1.00726522e-01 5.58115903e-01 9.13312490e-02
2.93433287e-02 -3.87955692e-01]
[ 9.98657855e-03 -4.84560797e-01 -4.39654300e-02 -1.08049295e-01
6.78724313e-01 2.34981723e-02 5.25451181e-01 4.85074777e-02
-3.65049994e-01 -2.20920427e-01]
[ -1.73768270e-01 -6.25898304e-01 -1.04864566e-02 -2.05653398e-01
7.77423966e-01 -9.04000102e-02 6.50462958e-01 -8.32268740e-02
-6.94053901e-02 8.30758002e-02]
[ -2.99004835e-01 -4.44282279e-01 5.46282678e-02 -4.99356208e-02
9.17346466e-01 1.42614830e-01 4.57890754e-01 4.73088849e-02
-9.05679382e-02 -1.38503321e-01]
[ -2.08082483e-01 -3.31313508e-01 2.51137624e-01 -2.43417926e-01
6.67112566e-01 -4.44953172e-02 7.14029326e-01 1.29161765e-02
-2.57868503e-01 -2.79064515e-02]
[ -1.34907826e-01 -2.39380010e-01 -1.82502265e-01 -1.06017011e-01
5.01023698e-01 -2.28823274e-01 1.94702819e-01 1.68406288e-01
-1.26295175e-02 -1.23212360e-01]
[ 9.43335084e-02 2.19768690e-01 1.56944286e-01 -1.15543569e-01
-2.73958211e-02 5.72250482e-02 -1.19409383e-01 2.80848161e-01
5.65864044e-02 1.58972263e-01]
[ 3.55265060e-01 3.46697362e-01 -7.98593879e-02 3.18797445e-01
-9.04556029e-01 -2.89555556e-01 -4.92918427e-01 1.77929521e-01
3.91403662e-01 -1.95997254e-02]
[ 4.79017380e-02 1.30381577e-01 2.53533317e-01 2.49036515e-01
-6.06026239e-02 -1.96478123e-01 -1.78427276e-01 -1.32951908e-01
-1.38772387e-01 -2.88984695e-01]
[ 2.24552620e-02 -7.15393151e-02 -1.19309786e-01 -5.58815273e-02
2.24161284e-01 4.03230519e-02 -5.08288075e-03 -1.84991283e-01
3.18739299e-02 2.05070398e-01]
[ 1.78263967e-03 -4.76778185e-02 -6.68760669e-02 -5.08371303e-02
-3.05992523e-02 -1.78043806e-01 8.00261688e-02 9.92586919e-03
3.69720381e-02 4.27549851e-03]
[ 2.88782317e-02 8.17665899e-02 2.43701669e-01 7.30032865e-02
-2.28861406e-01 -1.35660951e-01 1.01802052e-01 3.93760563e-02
-1.86677617e-01 1.04961542e-01]
[ 7.41744197e-02 4.31030614e-02 1.07859732e-01 8.84501739e-03
-2.44134866e-01 6.75374897e-02 5.15113559e-02 -2.70937112e-01
-1.64589349e-02 -8.68882877e-02]
[ -1.03428288e-02 1.01155276e-01 8.44042615e-02 -3.13121840e-02
-5.17450400e-02 1.80157721e-01 9.03178626e-02 1.18170773e-01
-2.24653600e-02 1.70855401e-01]
[ 2.25197331e-01 8.73883340e-02 3.00426132e-02 8.54003861e-02
1.25964680e-02 -2.51835066e-02 -1.86015966e-01 1.48750385e-01
-5.08578788e-02 -1.55355704e-02]
[ 4.47116615e-02 1.30217446e-02 1.75705503e-02 4.30837214e-02
-4.26408624e-01 -1.23736417e-01 -2.18204469e-01 4.11670840e-02
1.20145783e-01 1.93955181e-01]
[ 5.99131378e-02 5.21518103e-01 1.28417971e-01 4.38354559e-01
-1.22070076e+00 -3.06874061e-01 -6.01384242e-01 -7.07242539e-02
3.01902350e-01 3.47242161e-01]
[ 1.81033072e-01 5.05961610e-01 6.81616519e-02 4.33675193e-01
-9.90101360e-01 -8.47504991e-02 -4.45289066e-01 1.51463260e-01
2.15782287e-01 4.84362328e-01]
[ 2.56306629e-01 3.26268825e-01 2.48087007e-01 1.54581559e-01
-4.76105698e-01 7.86421065e-02 -2.33228127e-01 1.62965415e-01
2.44977919e-01 8.50341578e-02]
[ -7.46687969e-02 2.26402812e-01 2.40933395e-01 1.55191595e-02
-4.40892737e-02 1.30973870e-01 -1.04693533e-01 -1.53297169e-02
-3.32881040e-02 4.91334594e-02]
[ -1.02326758e-01 -4.52903626e-03 2.32327718e-02 8.86001010e-02
-4.53285655e-02 1.17071288e-01 2.51241515e-01 1.95652536e-02
-2.78373830e-01 -9.79149751e-02]
[ -2.21614268e-01 -3.31473666e-02 -9.39002616e-02 -3.44699535e-01
1.84424295e-01 1.19352244e-01 1.08370868e-01 1.03295845e-01
-2.07363039e-01 3.21500482e-02]
[ 9.87751428e-03 -4.06851739e-01 -1.27839112e-01 -1.61636997e-01
3.72704701e-01 2.55404984e-02 1.93810737e-01 1.52385086e-01
-1.65623926e-01 -2.22656031e-01]
[ 1.12854496e-01 -2.38236361e-01 -1.55492638e-01 -2.12101612e-02
-1.04832687e-02 -4.71928352e-02 1.01038958e-01 -1.53935296e-01
1.15044300e-01 -1.56581766e-01]
[ -1.12742033e-01 5.70303202e-02 2.66017735e-01 1.08924097e-03
1.42823219e-01 7.82893886e-02 4.92150011e-02 -2.96759065e-01
-1.06470296e-01 -5.23176762e-02]
[ -3.46842848e-01 1.08439550e-02 1.51139853e-02 -2.37153303e-02
1.58108996e-01 -1.75403125e-01 1.77727207e-02 2.34392171e-01
-8.34174604e-02 7.73655293e-02]
[ 1.48147810e-01 8.11656041e-03 -2.32293893e-01 -7.51873448e-02
1.00538643e-01 -3.00657102e-01 7.64245295e-02 -1.66878120e-01
6.12351424e-03 -1.81516474e-01]
[ 2.14157072e-01 -1.91366985e-01 6.57707971e-02 -1.86445199e-02
8.82773193e-02 -3.80169319e-02 4.61491848e-02 -1.36478347e-01
1.16406131e-01 -1.74601701e-01]
[ -1.07966450e-01 -8.89595064e-02 1.20314244e-01 1.05197540e-01
4.90842992e-02 -1.13074495e-01 2.67419185e-01 -7.84610214e-02
1.79715478e-01 -7.42462262e-03]
[ -2.50164872e-02 -2.13004366e-01 1.90126854e-01 -2.79507616e-01
-1.19244391e-01 1.25088742e-01 1.05197948e-01 -1.20424997e-01
1.72298673e-03 1.96470111e-01]]
[[ 0.63532683]
[ 1.70485071]
[ 0.25552375]
[ 0.89286897]
[-2.73292823]
[-0.26368397]
[-1.70728465]
[ 0.07397456]
[ 0.71195753]
[ 0.89249635]]
Progress: 41.0% ... Training loss: 0.270 ... Validation loss: 0.448[[ 1.60509413e-01 2.30685720e-01 -1.05205376e-01 1.06702963e-01
-5.14264999e-01 -7.04441681e-02 -6.59148061e-02 1.21027831e-01
-5.81004021e-02 1.93401228e-01]
[ 1.74565440e-02 1.54143187e-01 -1.77955268e-02 5.16999125e-02
6.77030140e-02 -8.40103438e-03 3.09634141e-01 4.16255773e-02
1.46279066e-01 -2.28291647e-02]
[ 1.93298088e-01 7.70358133e-01 1.11783757e-02 -4.90224523e-02
6.46246771e-01 -2.09739493e-02 -8.78657398e-01 -4.09754288e-02
5.20391540e-02 2.83463096e-01]
[ 4.12162301e-02 -3.70075570e-01 -1.99694452e-01 1.65513522e-01
-9.26164379e-03 1.32236876e-01 1.99776336e-01 6.32264063e-02
1.15306031e-01 2.74065254e-01]
[ -2.59492905e-02 7.85895078e-02 -1.51207246e-01 3.52906434e-02
-4.19634778e-02 -1.78862803e-01 7.76065265e-02 -1.18558515e-01
-1.99135124e-01 -5.13008726e-02]
[ -3.94509122e-01 -6.61652461e-01 -3.00496396e-01 1.52694268e-01
-8.58055549e-02 4.21370918e-02 3.61846617e-01 -3.90592854e-02
-2.88358691e-02 -2.82640845e-02]
[ -9.92844119e-04 -2.28376364e-01 1.10087547e-02 9.68171980e-02
-2.88680390e-02 -7.31661206e-02 1.77486361e-01 -1.90556744e-01
2.01772952e-01 4.13026292e-02]
[ 1.08499095e-01 -2.63198691e-01 3.25818260e-02 -7.50715776e-02
3.02374713e-02 -4.77069146e-02 8.42635843e-02 1.18475150e-01
7.77328468e-02 -2.51641959e-02]
[ -1.78761433e-01 -1.65018938e-01 -3.04051485e-01 -2.47986894e-02
-1.23718656e-02 7.01067362e-02 -1.15330741e-01 -2.97660008e-02
2.61617640e-01 -1.37211569e-01]
[ 3.42616010e-02 -4.33884618e-01 7.96063862e-02 -7.21678245e-05
-1.30711767e-01 -1.11305089e-01 2.32359070e-01 -1.08064188e-01
1.92699981e-03 7.58248448e-02]
[ -8.27685273e-02 -9.14969952e-02 2.99424400e-03 -1.36168427e-01
-6.06286099e-02 1.44255128e-02 2.11585099e-01 -1.02516075e-01
-5.93021376e-03 -1.18768331e-01]
[ -1.22322888e-01 -1.95160355e-01 -7.03126361e-02 4.45703421e-03
3.58156472e-01 1.00547598e-01 1.48949608e-01 -1.62081147e-02
-1.68748110e-01 -2.12493746e-01]
[ -1.58091168e-01 2.91093349e-03 6.13786151e-02 2.01911800e-02
-1.69852711e-01 -2.19190235e-01 -1.75706676e-01 -1.97170577e-01
8.54595130e-02 1.72236365e-01]
[ -2.74524090e-01 -3.36098149e-01 9.85117486e-02 2.25958435e-01
-1.31348802e-01 -6.80296873e-02 8.52358373e-02 -2.59861240e-01
-2.63235695e-01 -7.60513513e-02]
[ 1.00572158e-01 -1.95003738e-01 -2.27590465e-02 1.16437355e-01
-5.33628999e-02 -8.80670863e-02 2.46098866e-01 2.70924795e-03
2.50820795e-02 1.95440569e-03]
[ 3.73268106e-02 -1.10429019e-01 -2.10317381e-01 1.52670551e-01
-6.71935088e-02 8.23618203e-02 -3.02909143e-02 -1.98479632e-02
-8.82017236e-02 -3.02923637e-03]
[ -1.18031651e-01 -8.05226254e-02 -2.00910295e-01 1.61537717e-01
-6.33676831e-03 1.32684598e-01 9.98114906e-03 -2.50185092e-01
7.55762366e-02 -1.92471439e-01]
[ -6.69159789e-02 -4.78835731e-02 2.76135131e-01 1.02544044e-01
1.13795603e-01 -6.20834427e-02 -1.17773237e-01 1.20807355e-01
7.70232740e-02 3.94978929e-02]
[ 6.47867544e-02 -7.35089426e-03 9.03564515e-02 9.73444954e-02
1.53885478e-02 -1.92227502e-02 2.01624131e-01 1.20993637e-01
-2.01265774e-02 -5.09475245e-02]
[ 9.76113614e-03 -1.45986368e-01 -2.91766226e-01 -5.14943151e-02
1.27891532e-01 -9.26903788e-02 1.42078530e-01 1.63050646e-01
1.08415904e-01 -2.94398992e-02]
[ 4.46540160e-02 -4.08700353e-02 -1.17687179e-01 4.00049662e-02
-9.43486768e-02 3.22645844e-01 2.81205638e-01 2.04111513e-01
-1.63481841e-01 -6.54518956e-02]
[ 7.23053321e-03 3.39783748e-03 1.24987254e-01 1.13627612e-01
-1.47249127e-02 1.03226012e-01 -1.19763260e-01 -4.11466027e-02
2.20746005e-01 8.69746825e-02]
[ 1.13005444e-01 7.97362981e-02 -4.36800351e-02 -9.37998416e-02
-1.04544217e-01 -3.31134001e-01 1.16738079e-01 8.82757321e-03
1.46291113e-01 9.30090031e-02]
[ -1.03476489e-01 -4.11963645e-02 -1.63290457e-02 2.05104650e-02
-2.44670726e-03 -2.03712093e-01 -6.25860665e-02 -2.02308377e-02
1.53385143e-02 1.24998956e-01]
[ -1.60206266e-01 -1.22229391e-01 -2.03393113e-01 -2.11249846e-02
-2.82397447e-01 6.03805319e-04 5.18039019e-02 -2.53896797e-02
-1.02161538e-02 4.12482928e-02]
[ -3.15170205e-02 -1.23849754e-01 -7.52879876e-02 -1.27417766e-01
5.31091989e-01 2.75989903e-01 5.92719546e-01 1.12964708e-01
-1.82262632e-01 -3.79762725e-01]
[ -1.79131757e-02 -4.29306243e-01 -3.09151034e-02 -7.38330245e-02
6.61946841e-01 1.00750047e-01 5.58152606e-01 9.13246608e-02
2.92812133e-02 -3.88023422e-01]
[ 9.76662120e-03 -4.85082096e-01 -4.40622563e-02 -1.08394780e-01
6.79632702e-01 2.36005781e-02 5.26005964e-01 4.84792285e-02
-3.65316116e-01 -2.21262934e-01]
[ -1.74141625e-01 -6.26672016e-01 -1.06346491e-02 -2.06190128e-01
7.79019018e-01 -9.02399489e-02 6.51432450e-01 -8.32720056e-02
-6.98096089e-02 8.25851914e-02]
[ -2.99279656e-01 -4.44828904e-01 5.45157295e-02 -5.03274176e-02
9.18483953e-01 1.42729440e-01 4.58464365e-01 4.72755575e-02
-9.08750167e-02 -1.38903120e-01]
[ -2.08260356e-01 -3.31762927e-01 2.51061001e-01 -2.43684380e-01
6.67832791e-01 -4.44189934e-02 7.14492883e-01 1.28941679e-02
-2.58080838e-01 -2.81659492e-02]
[ -1.34529601e-01 -2.38941490e-01 -1.82359001e-01 -1.05458546e-01
4.99500345e-01 -2.28997377e-01 1.94188327e-01 1.68452169e-01
-1.21824305e-02 -1.22662392e-01]
[ 9.43014622e-02 2.19965115e-01 1.56938041e-01 -1.15572952e-01
-2.73260993e-02 5.72272433e-02 -1.19373522e-01 2.80845449e-01
5.65653175e-02 1.59002215e-01]
[ 3.55257719e-01 3.46443983e-01 -7.99073909e-02 3.18529825e-01
-9.03530519e-01 -2.89528877e-01 -4.92677304e-01 1.77914140e-01
3.91303199e-01 -1.98136218e-02]
[ 4.80354324e-02 1.30696011e-01 2.53601313e-01 2.49257824e-01
-6.13304420e-02 -1.96545756e-01 -1.78731881e-01 -1.32933838e-01
-1.38594650e-01 -2.88758713e-01]
[ 2.25066679e-02 -7.13141804e-02 -1.19283811e-01 -5.58120865e-02
2.23953744e-01 4.02994562e-02 -5.27072440e-03 -1.84992300e-01
3.19587016e-02 2.05099279e-01]
[ 1.96864394e-03 -4.72595325e-02 -6.68027775e-02 -5.05995122e-02
-3.14248440e-02 -1.78124588e-01 7.95356243e-02 9.94707631e-03
3.71731705e-02 4.52077827e-03]
[ 2.82728498e-02 8.05445834e-02 2.43447635e-01 7.21055276e-02
-2.26358595e-01 -1.35404160e-01 1.03192451e-01 3.93013098e-02
-1.87380607e-01 1.04073402e-01]
[ 7.38440652e-02 4.24537560e-02 1.07729099e-01 8.37941442e-03
-2.42820422e-01 6.76719323e-02 5.22640483e-02 -2.70976964e-01
-1.68284997e-02 -8.73709374e-02]
[ -1.03047832e-02 1.01255831e-01 8.44148232e-02 -3.12678772e-02
-5.18872651e-02 1.80145689e-01 9.02079577e-02 1.18173718e-01
-2.24286028e-02 1.70902051e-01]
[ 2.24752250e-01 8.64168958e-02 2.98708761e-02 8.47945163e-02
1.44729879e-02 -2.49989455e-02 -1.84946242e-01 1.48701260e-01
-5.13211701e-02 -1.60465201e-02]
[ 4.46826659e-02 1.30547281e-02 1.75594415e-02 4.30434633e-02
-4.26387553e-01 -1.23724931e-01 -2.18157310e-01 4.11622841e-02
1.20115201e-01 1.93929511e-01]
[ 5.94593646e-02 5.20064051e-01 1.28218659e-01 4.37718531e-01
-1.21938044e+00 -3.06672110e-01 -6.00074336e-01 -7.07778264e-02
3.01446379e-01 3.46623136e-01]
[ 1.81124513e-01 5.05634023e-01 6.82509207e-02 4.33998429e-01
-9.91496850e-01 -8.47920144e-02 -4.44949127e-01 1.51487589e-01
2.16057471e-01 4.84633952e-01]
[ 2.55981923e-01 3.25401164e-01 2.47946367e-01 1.54100186e-01
-4.74695482e-01 7.87779258e-02 -2.32345278e-01 1.62924918e-01
2.44651029e-01 8.45579360e-02]
[ -7.52703429e-02 2.24993281e-01 2.40695635e-01 1.46767621e-02
-4.17696081e-02 1.31221953e-01 -1.03200027e-01 -1.53970899e-02
-3.39474385e-02 4.83002089e-02]
[ -1.01400946e-01 -2.42435742e-03 2.36272266e-02 8.99915936e-02
-4.88967066e-02 1.16675876e-01 2.48886440e-01 1.96809275e-02
-2.77256713e-01 -9.65427187e-02]
[ -2.21396893e-01 -3.27945117e-02 -9.38072519e-02 -3.44338898e-01
1.83442343e-01 1.19247123e-01 1.07959381e-01 1.03325842e-01
-2.07087268e-01 3.24950084e-02]
[ 1.00245511e-02 -4.06502603e-01 -1.27776504e-01 -1.61440984e-01
3.72262031e-01 2.54740652e-02 1.93462934e-01 1.52403777e-01
-1.65450846e-01 -2.22435838e-01]
[ 1.10702873e-01 -2.43372049e-01 -1.56364989e-01 -2.42130593e-02
-2.42931349e-03 -4.63211497e-02 1.06250979e-01 -1.54187567e-01
1.12756378e-01 -1.59543066e-01]
[ -1.11692341e-01 5.91318774e-02 2.66428980e-01 2.54608834e-03
1.39814900e-01 7.78689828e-02 4.71025008e-02 -2.96635775e-01
-1.05253150e-01 -5.08254646e-02]
[ -3.46814875e-01 1.10388964e-02 1.51303260e-02 -2.36806098e-02
1.58388185e-01 -1.75409912e-01 1.76414258e-02 2.34397297e-01
-8.33893382e-02 7.73986941e-02]
[ 1.47762500e-01 5.96245916e-03 -2.32426325e-01 -7.57067058e-02
1.01760275e-01 -3.00497602e-01 7.83977367e-02 -1.66919489e-01
5.86347625e-03 -1.82071007e-01]
[ 2.13063236e-01 -1.93699883e-01 6.53135605e-02 -2.02185183e-02
9.27324584e-02 -3.75571975e-02 4.88905177e-02 -1.36608912e-01
1.15208945e-01 -1.76052546e-01]
[ -1.07442023e-01 -8.80925042e-02 1.20528555e-01 1.05941393e-01
4.68779499e-02 -1.13298785e-01 2.66554999e-01 -7.83985874e-02
1.80316825e-01 -6.67230742e-03]
[ -2.47590678e-02 -2.11766660e-01 1.90233860e-01 -2.79199337e-01
-1.21417783e-01 1.24979261e-01 1.04261075e-01 -1.20405684e-01
1.99973060e-03 1.96791841e-01]]
[[ 0.62920599]
[ 1.70308709]
[ 0.25079116]
[ 0.88614746]
[-2.73560775]
[-0.26967404]
[-1.71457889]
[ 0.06759941]
[ 0.7040031 ]
[ 0.88610658]]
Progress: 41.0% ... Training loss: 0.269 ... Validation loss: 0.447[[ 1.62382357e-01 2.35752424e-01 -1.04462868e-01 1.09187820e-01
-5.19739508e-01 -7.10926431e-02 -7.12759057e-02 1.21209179e-01
-5.60373123e-02 1.95805564e-01]
[ 1.77462311e-02 1.54906584e-01 -1.76779741e-02 5.21372710e-02
6.64537371e-02 -8.53526022e-03 3.09092705e-01 4.16607332e-02
1.46616437e-01 -2.24137599e-02]
[ 1.93682685e-01 7.72202161e-01 1.13501785e-02 -4.88362524e-02
6.46679253e-01 -2.11190885e-02 -8.82465343e-01 -4.09442374e-02
5.25400922e-02 2.84227339e-01]
[ 3.75308432e-02 -3.79854236e-01 -2.01228745e-01 1.60403396e-01
3.11976897e-03 1.33696774e-01 2.10712145e-01 6.28517058e-02
1.11031653e-01 2.68850600e-01]
[ -2.09363706e-02 9.01744677e-02 -1.49179966e-01 4.24012993e-02
-5.96987401e-02 -1.80861941e-01 6.48846473e-02 -1.18034063e-01
-1.93347307e-01 -4.43518831e-02]
[ -3.94364424e-01 -6.60234067e-01 -3.00430439e-01 1.53008093e-01
-8.80836052e-02 4.20672333e-02 3.60993340e-01 -3.90455292e-02
-2.86871065e-02 -2.81979683e-02]
[ -2.55726960e-04 -2.26818986e-01 1.13186837e-02 9.77620784e-02
-3.00820200e-02 -7.33667925e-02 1.75322531e-01 -1.90494619e-01
2.02602687e-01 4.23189907e-02]
[ 1.09784863e-01 -2.59454245e-01 3.30906803e-02 -7.32647066e-02
2.47701855e-02 -4.82387684e-02 8.01008446e-02 1.18619466e-01
7.92180338e-02 -2.34107379e-02]
[ -1.78097733e-01 -1.63442132e-01 -3.03797733e-01 -2.38274288e-02
-1.45578419e-02 6.98309305e-02 -1.16709223e-01 -2.96911715e-02
2.62337814e-01 -1.36276521e-01]
[ 3.67339416e-02 -4.26391537e-01 8.06057922e-02 3.46531982e-03
-1.40926829e-01 -1.12223181e-01 2.24435972e-01 -1.07813634e-01
4.66468970e-03 7.91100882e-02]
[ -8.23990191e-02 -9.06228957e-02 3.15653645e-03 -1.35662009e-01
-6.17049744e-02 1.42527529e-02 2.10816232e-01 -1.02472454e-01
-5.49117518e-03 -1.18270429e-01]
[ -1.22333453e-01 -1.95230512e-01 -7.03358426e-02 4.44996459e-03
3.58302606e-01 1.00560260e-01 1.49083243e-01 -1.62072652e-02
-1.68740980e-01 -2.12505907e-01]
[ -1.58091168e-01 2.91093349e-03 6.13786151e-02 2.01911800e-02
-1.69852711e-01 -2.19190235e-01 -1.75706676e-01 -1.97170577e-01
8.54595130e-02 1.72236365e-01]
[ -2.75128096e-01 -3.36647875e-01 9.82787354e-02 2.25187374e-01
-1.30444000e-01 -6.77690039e-02 8.61504957e-02 -2.59929887e-01
-2.63956036e-01 -7.69832173e-02]
[ 1.00441887e-01 -1.95103864e-01 -2.28061360e-02 1.16335399e-01
-5.36493915e-02 -8.80249780e-02 2.46492743e-01 2.69801773e-03
2.49719176e-02 1.75558982e-03]
[ 3.79616544e-02 -1.09025747e-01 -2.10068782e-01 1.53503349e-01
-6.92708119e-02 8.20939471e-02 -3.18093753e-02 -1.97809887e-02
-8.75041269e-02 -2.18327643e-03]
[ -1.16793394e-01 -7.73985280e-02 -2.00414446e-01 1.63257369e-01
-9.82191847e-03 1.32228799e-01 6.75348293e-03 -2.50060785e-01
7.69747037e-02 -1.90736842e-01]
[ -6.76092820e-02 -4.94635951e-02 2.75873797e-01 1.01546029e-01
1.16284032e-01 -6.17897871e-02 -1.16334594e-01 1.20731374e-01
7.62402770e-02 3.85349882e-02]
[ 6.60624106e-02 -4.45888165e-03 9.08661627e-02 9.91686993e-02
1.05394183e-02 -1.97155183e-02 1.98518907e-01 1.21129242e-01
-1.86399011e-02 -4.91428453e-02]
[ 8.93536439e-03 -1.47265429e-01 -2.92110594e-01 -5.27124461e-02
1.31451085e-01 -9.23414194e-02 1.43015347e-01 1.62959469e-01
1.07505022e-01 -3.04525139e-02]
[ 4.50382853e-02 -3.99832081e-02 -1.17539653e-01 4.04996659e-02
-9.57967844e-02 3.22499821e-01 2.80216478e-01 2.04151072e-01
-1.63086520e-01 -6.49509870e-02]
[ 7.97003680e-03 5.08676329e-03 1.25295812e-01 1.14682384e-01
-1.78299595e-02 1.02906281e-01 -1.21387729e-01 -4.10632021e-02
2.21587301e-01 8.78052494e-02]
[ 1.13612970e-01 8.13851525e-02 -4.34360212e-02 -9.29338485e-02
-1.06716481e-01 -3.31387397e-01 1.15177794e-01 8.89398780e-03
1.46909258e-01 9.38777587e-02]
[ -1.03482150e-01 -4.13960239e-02 -1.63345339e-02 2.05194708e-02
-2.30899855e-03 -2.03703834e-01 -6.23589145e-02 -2.02297194e-02
1.53509002e-02 1.24970265e-01]
[ -1.59996025e-01 -1.21867762e-01 -2.03317584e-01 -2.08001085e-02
-2.83209740e-01 5.07540902e-04 5.13596896e-02 -2.53649998e-02
-9.95780310e-03 4.15687021e-02]
[ -3.17209247e-02 -1.24691639e-01 -7.53651227e-02 -1.27715145e-01
5.31967791e-01 2.76080841e-01 5.93534736e-01 1.12943521e-01
-1.82517246e-01 -3.80109394e-01]
[ -1.78641787e-02 -4.29259933e-01 -3.08959813e-02 -7.37608476e-02
6.61738036e-01 1.00727416e-01 5.58083423e-01 9.13309192e-02
2.93321615e-02 -3.87975985e-01]
[ 9.72410330e-03 -4.85217066e-01 -4.40807799e-02 -1.08453778e-01
6.79768293e-01 2.36188617e-02 5.26095628e-01 4.84759692e-02
-3.65362248e-01 -2.21319184e-01]
[ -1.74358827e-01 -6.27253088e-01 -1.07192277e-02 -2.06497725e-01
7.79824855e-01 -9.01444328e-02 6.52011035e-01 -8.32956752e-02
-7.00432117e-02 8.22952538e-02]
[ -2.99429500e-01 -4.45404486e-01 5.44695912e-02 -5.04767633e-02
9.19024543e-01 1.42783204e-01 4.58983150e-01 4.72621907e-02
-9.10149369e-02 -1.39094164e-01]
[ -2.07982813e-01 -3.31275399e-01 2.51178384e-01 -2.43242256e-01
6.66486178e-01 -4.45544838e-02 7.14130882e-01 1.29267126e-02
-2.57726496e-01 -2.77497268e-02]
[ -1.34481529e-01 -2.39008412e-01 -1.82357862e-01 -1.05383070e-01
4.99231083e-01 -2.29020083e-01 1.94202733e-01 1.68457954e-01
-1.21138555e-02 -1.22577320e-01]
[ 9.41110643e-02 2.20449718e-01 1.56845847e-01 -1.15854953e-01
-2.73497296e-02 5.73230823e-02 -1.19543057e-01 2.80820154e-01
5.62899617e-02 1.58652414e-01]
[ 3.56223926e-01 3.48937332e-01 -7.95067600e-02 3.19929950e-01
-9.06360216e-01 -2.89901963e-01 -4.95184903e-01 1.78022306e-01
3.92387393e-01 -1.84214356e-02]
[ 4.77192637e-02 1.29937299e-01 2.53484735e-01 2.48804353e-01
-5.98312347e-02 -1.96406878e-01 -1.78041498e-01 -1.32967553e-01
-1.38954167e-01 -2.89228535e-01]
[ 2.27531472e-02 -7.06608147e-02 -1.19188973e-01 -5.54588916e-02
2.22919692e-01 4.01934058e-02 -5.95013982e-03 -1.84967027e-01
3.22348064e-02 2.05428170e-01]
[ 1.61530245e-03 -4.81206579e-02 -6.69467777e-02 -5.11163882e-02
-2.98083865e-02 -1.77970146e-01 8.03846491e-02 9.90791388e-03
3.67672925e-02 3.99787193e-03]
[ 2.89910504e-02 8.25048351e-02 2.43742778e-01 7.31525540e-02
-2.29394424e-01 -1.35697395e-01 1.01220078e-01 3.93741448e-02
-1.86542260e-01 1.05137736e-01]
[ 7.32243528e-02 4.11990847e-02 1.07507207e-01 7.51808066e-03
-2.40677511e-01 6.79253143e-02 5.33604634e-02 -2.71038951e-01
-1.75092370e-02 -8.82009851e-02]
[ -1.00674230e-02 1.01858803e-01 8.45229229e-02 -3.09096603e-02
-5.30809405e-02 1.80030573e-01 8.97395868e-02 1.18201700e-01
-2.21538432e-02 1.71178945e-01]
[ 2.24828364e-01 8.65752561e-02 2.99016316e-02 8.48963845e-02
1.42008611e-02 -2.50327297e-02 -1.85076412e-01 1.48710097e-01
-5.12292809e-02 -1.59309496e-02]
[ 4.51429047e-02 1.42499597e-02 1.77433411e-02 4.36848402e-02
-4.27932334e-01 -1.23889357e-01 -2.19408381e-01 4.12061900e-02
1.20624807e-01 1.94558593e-01]
[ 5.97282164e-02 5.20836141e-01 1.28303975e-01 4.37990718e-01
-1.21956465e+00 -3.06734565e-01 -6.01390205e-01 -7.07617677e-02
3.01722834e-01 3.47045568e-01]
[ 1.81630010e-01 5.07510752e-01 6.84363020e-02 4.34681862e-01
-9.94042182e-01 -8.50027903e-02 -4.46566797e-01 1.51537723e-01
2.16555885e-01 4.85143639e-01]
[ 2.56050362e-01 3.25556908e-01 2.47968727e-01 1.54177805e-01
-4.74699134e-01 7.87606000e-02 -2.32431881e-01 1.62930920e-01
2.44738640e-01 8.46464139e-02]
[ -7.46146018e-02 2.26607876e-01 2.40959545e-01 1.56203604e-02
-4.44745985e-02 1.30939337e-01 -1.04844672e-01 -1.53240535e-02
-3.31849168e-02 4.92424934e-02]
[ -1.01349402e-01 -2.22693359e-03 2.36454198e-02 9.00602113e-02
-4.91449223e-02 1.16655424e-01 2.48684702e-01 1.96867688e-02
-2.77205468e-01 -9.64726943e-02]
[ -2.21394099e-01 -3.28785642e-02 -9.38069976e-02 -3.44338080e-01
1.83386385e-01 1.19245882e-01 1.08048106e-01 1.03327466e-01
-2.07077595e-01 3.25029534e-02]
[ 1.03168451e-02 -4.05745139e-01 -1.27663398e-01 -1.61015001e-01
3.71001169e-01 2.53562235e-02 1.92639674e-01 1.52436165e-01
-1.65105914e-01 -2.22004920e-01]
[ 1.10664417e-01 -2.42340586e-01 -1.56379838e-01 -2.41834163e-02
-3.53947801e-03 -4.62781313e-02 1.05637992e-01 -1.54199806e-01
1.12739453e-01 -1.59594009e-01]
[ -1.09222927e-01 6.47158426e-02 2.67403033e-01 5.99568614e-03
1.30752276e-01 7.68360362e-02 4.14580101e-02 -2.96372685e-01
-1.02478639e-01 -4.74192804e-02]
[ -3.47713289e-01 9.03134011e-03 1.47969641e-02 -2.49497408e-02
1.61765524e-01 -1.75024712e-01 1.96644274e-02 2.34303954e-01
-8.43875318e-02 7.61017311e-02]
[ 1.48723826e-01 8.09623286e-03 -2.32040854e-01 -7.42668817e-02
9.83216251e-02 -3.00876011e-01 7.61554951e-02 -1.66810617e-01
6.97484794e-03 -1.80718520e-01]
[ 2.13227432e-01 -1.93280242e-01 6.53817648e-02 -1.99940291e-02
9.24313794e-02 -3.76177506e-02 4.82949882e-02 -1.36588145e-01
1.15356518e-01 -1.75803749e-01]
[ -1.06644427e-01 -8.61450223e-02 1.20832355e-01 1.07061244e-01
4.36699920e-02 -1.13605863e-01 2.64559576e-01 -7.83186544e-02
1.81181465e-01 -5.65158959e-03]
[ -2.53834452e-02 -2.12578406e-01 1.89989036e-01 -2.80156774e-01
-1.18819940e-01 1.25251839e-01 1.04770416e-01 -1.20477736e-01
1.30061137e-03 1.95882546e-01]]
[[ 0.63995016]
[ 1.71532233]
[ 0.26037993]
[ 0.89679516]
[-2.73081678]
[-0.26346708]
[-1.70636242]
[ 0.07414991]
[ 0.71262634]
[ 0.89414123]]
Progress: 41.1% ... Training loss: 0.272 ... Validation loss: 0.440[[ 1.63064087e-01 2.37633921e-01 -1.04128968e-01 1.10085259e-01
-5.20701374e-01 -7.13750787e-02 -7.29736550e-02 1.21291489e-01
-5.52170127e-02 1.96940375e-01]
[ 1.74061708e-02 1.54025051e-01 -1.78176915e-02 5.16581859e-02
6.77187248e-02 -8.39118164e-03 3.09766847e-01 4.16212596e-02
1.46233143e-01 -2.28895699e-02]
[ 1.93607037e-01 7.72685607e-01 1.13651414e-02 -4.87295251e-02
6.47695235e-01 -2.11024190e-02 -8.83350169e-01 -4.09524887e-02
5.24308040e-02 2.84168533e-01]
[ 3.86514973e-02 -3.78542204e-01 -2.00703287e-01 1.62070186e-01
-1.05295523e-03 1.33134457e-01 2.10004623e-01 6.30088684e-02
1.12189500e-01 2.70514238e-01]
[ -2.05415304e-02 9.12185371e-02 -1.49014803e-01 4.28744829e-02
-6.00534529e-02 -1.80930791e-01 6.37315935e-02 -1.18005332e-01
-1.92804527e-01 -4.36656812e-02]
[ -3.94316312e-01 -6.60013687e-01 -3.00431602e-01 1.53046569e-01
-8.87787125e-02 4.20481384e-02 3.60782242e-01 -3.90416769e-02
-2.86472301e-02 -2.81458252e-02]
[ 1.65407039e-03 -2.22366981e-01 1.21023536e-02 1.00296005e-01
-3.60866238e-02 -7.41300161e-02 1.70867973e-01 -1.90285374e-01
2.04584618e-01 4.49699229e-02]
[ 1.09833161e-01 -2.58720219e-01 3.31517098e-02 -7.30684180e-02
2.43486973e-02 -4.82880365e-02 7.92651003e-02 1.18630870e-01
7.93364489e-02 -2.32227622e-02]
[ -1.78993360e-01 -1.66019728e-01 -3.04139384e-01 -2.50627901e-02
-1.16574020e-02 7.01860894e-02 -1.14435673e-01 -2.97904632e-02
2.61424807e-01 -1.37478440e-01]
[ 3.78702602e-02 -4.23394353e-01 8.10929666e-02 4.98888511e-03
-1.45790240e-01 -1.12684809e-01 2.21017130e-01 -1.07688939e-01
5.92156616e-03 8.07846188e-02]
[ -8.19952308e-02 -8.95872849e-02 3.33619115e-03 -1.35070527e-01
-6.28567519e-02 1.40600127e-02 2.09862794e-01 -1.02421830e-01
-5.04755427e-03 -1.17686645e-01]
[ -1.22762979e-01 -1.96434491e-01 -7.05007855e-02 3.86824753e-03
3.60097035e-01 1.00738201e-01 1.50227671e-01 -1.62573728e-02
-1.69214262e-01 -2.13075091e-01]
[ -1.58091168e-01 2.91093349e-03 6.13786151e-02 2.01911800e-02
-1.69852711e-01 -2.19190235e-01 -1.75706676e-01 -1.97170577e-01
8.54595130e-02 1.72236365e-01]
[ -2.75282103e-01 -3.36713430e-01 9.82039327e-02 2.24918908e-01
-1.29697847e-01 -6.76951327e-02 8.62676240e-02 -2.59949875e-01
-2.64133561e-01 -7.71945347e-02]
[ 1.00263563e-01 -1.95586259e-01 -2.28824934e-02 1.16106577e-01
-5.33997444e-02 -8.79637562e-02 2.46948692e-01 2.67882041e-03
2.47867635e-02 1.51881433e-03]
[ 3.83079725e-02 -1.08446409e-01 -2.09925327e-01 1.54006401e-01
-7.08459439e-02 8.19498899e-02 -3.24315875e-02 -1.97403821e-02
-8.71312682e-02 -1.72006536e-03]
[ -1.15505403e-01 -7.42608547e-02 -1.99874312e-01 1.64904570e-01
-1.39402282e-02 1.31721834e-01 3.41750495e-03 -2.49923478e-01
7.83866924e-02 -1.88943979e-01]
[ -6.69452784e-02 -4.80245041e-02 2.76133837e-01 1.02494861e-01
1.14248345e-01 -6.20664108e-02 -1.17584837e-01 1.20808030e-01
7.68639473e-02 3.94645975e-02]
[ 6.63673687e-02 -3.70156437e-03 9.09848295e-02 9.95848690e-02
9.56270878e-03 -1.98365688e-02 1.97709620e-01 1.21162109e-01
-1.83148271e-02 -4.87511660e-02]
[ 8.57507687e-03 -1.47756174e-01 -2.92262145e-01 -5.32443586e-02
1.32975546e-01 -9.21784764e-02 1.43247679e-01 1.62911064e-01
1.07082692e-01 -3.09777271e-02]
[ 4.56138761e-02 -3.86034334e-02 -1.17256637e-01 4.14779481e-02
-9.85466101e-02 3.22218211e-01 2.78759275e-01 2.04230426e-01
-1.62324803e-01 -6.39968667e-02]
[ 7.14927254e-03 3.35888086e-03 1.24977927e-01 1.13529725e-01
-1.45567193e-02 1.03241337e-01 -1.19466600e-01 -4.11557317e-02
2.20678357e-01 8.66728400e-02]
[ 1.13120447e-01 8.01472035e-02 -4.36300062e-02 -9.36298667e-02
-1.05439496e-01 -3.31183410e-01 1.16443569e-01 8.83781719e-03
1.46418908e-01 9.32091829e-02]
[ -1.03466533e-01 -4.17238242e-02 -1.63262250e-02 2.05644265e-02
-2.42848862e-03 -2.03724239e-01 -6.22604915e-02 -2.02246845e-02
1.53661015e-02 1.25030007e-01]
[ -1.60074018e-01 -1.21999814e-01 -2.03354738e-01 -2.09273936e-02
-2.82925831e-01 5.44745229e-04 5.15160235e-02 -2.53753243e-02
-1.00567947e-02 4.14409002e-02]
[ -3.17582393e-02 -1.25050488e-01 -7.53831587e-02 -1.27759486e-01
5.32024202e-01 2.76094887e-01 5.93822029e-01 1.12939594e-01
-1.82553760e-01 -3.80179604e-01]
[ -1.80699813e-02 -4.29851555e-01 -3.09794738e-02 -7.40451546e-02
6.62483623e-01 1.00812835e-01 5.58725621e-01 9.13088599e-02
2.91169336e-02 -3.88257963e-01]
[ 9.51519012e-03 -4.85753139e-01 -4.41744779e-02 -1.08783155e-01
6.80420966e-01 2.37129973e-02 5.26603539e-01 4.84479079e-02
-3.65607080e-01 -2.21626534e-01]
[ -1.74039406e-01 -6.26960675e-01 -1.05827582e-02 -2.06026620e-01
7.78430135e-01 -9.02845491e-02 6.51590619e-01 -8.32567553e-02
-6.96721235e-02 8.27691996e-02]
[ -2.99953477e-01 -4.46659199e-01 5.42599219e-02 -5.12255266e-02
9.21142754e-01 1.43000413e-01 4.60344585e-01 4.72003210e-02
-9.15868197e-02 -1.39809549e-01]
[ -2.07890117e-01 -3.31084996e-01 2.51214938e-01 -2.43112613e-01
6.66109050e-01 -4.45928692e-02 7.13988777e-01 1.29368936e-02
-2.57623296e-01 -2.76230638e-02]
[ -1.34163319e-01 -2.38337126e-01 -1.82227180e-01 -1.04923104e-01
4.98021760e-01 -2.29152094e-01 1.93398475e-01 1.68495168e-01
-1.17587663e-02 -1.22127584e-01]
[ 9.40747490e-02 2.20408559e-01 1.56827536e-01 -1.15919595e-01
-2.72271345e-02 5.73423745e-02 -1.19494191e-01 2.80814923e-01
5.62410092e-02 1.58592810e-01]
[ 3.57119001e-01 3.51451615e-01 -7.91136595e-02 3.21147886e-01
-9.08968295e-01 -2.90275973e-01 -4.97631457e-01 1.78129313e-01
3.93320783e-01 -1.71412774e-02]
[ 4.80026536e-02 1.30497325e-01 2.53601486e-01 2.49136745e-01
-6.08779682e-02 -1.96511761e-01 -1.78697811e-01 -1.32937603e-01
-1.38666998e-01 -2.88842945e-01]
[ 2.25534015e-02 -7.11479313e-02 -1.19277819e-01 -5.57621565e-02
2.23757875e-01 4.02815574e-02 -5.46621293e-03 -1.84991526e-01
3.20046901e-02 2.05157330e-01]
[ 1.10172078e-03 -4.94453731e-02 -6.71538799e-02 -5.18383528e-02
-2.77079263e-02 -1.77786371e-01 8.16892990e-02 9.84850981e-03
3.61950611e-02 3.31022819e-03]
[ 2.91147162e-02 8.29494576e-02 2.43790963e-01 7.33099080e-02
-2.30042368e-01 -1.35739130e-01 1.00764318e-01 3.93864915e-02
-1.86403150e-01 1.05312251e-01]
[ 7.32991421e-02 4.14511687e-02 1.07532558e-01 7.62154568e-03
-2.40986899e-01 6.78968006e-02 5.30418759e-02 -2.71033135e-01
-1.74185463e-02 -8.80891019e-02]
[ -1.00224638e-02 1.01906092e-01 8.45480141e-02 -3.08489413e-02
-5.28572970e-02 1.80014780e-01 8.97299834e-02 1.18206918e-01
-2.20956943e-02 1.71247524e-01]
[ 2.25775727e-01 8.87873775e-02 3.02992544e-02 8.62649913e-02
1.02924370e-02 -2.54322120e-02 -1.87460406e-01 1.48820319e-01
-5.01544448e-02 -1.45551498e-02]
[ 4.49465565e-02 1.39485466e-02 1.76797410e-02 4.34485690e-02
-4.27344189e-01 -1.23815538e-01 -2.19067191e-01 4.11853221e-02
1.20414055e-01 1.94300487e-01]
[ 6.00380212e-02 5.21800084e-01 1.28418423e-01 4.38374057e-01
-1.21984438e+00 -3.06829514e-01 -6.02339364e-01 -7.07288706e-02
3.02048546e-01 3.47422510e-01]
[ 1.81167530e-01 5.06477123e-01 6.82524201e-02 4.34102989e-01
-9.93356129e-01 -8.48264665e-02 -4.45453174e-01 1.51485447e-01
2.16069830e-01 4.84504576e-01]
[ 2.56386043e-01 3.26622759e-01 2.48127659e-01 1.54726003e-01
-4.76204104e-01 7.85954689e-02 -2.33538223e-01 1.62975197e-01
2.45172993e-01 8.51792533e-02]
[ -7.47287207e-02 2.26425994e-01 2.40891999e-01 1.54303657e-02
-4.39946255e-02 1.30987766e-01 -1.04717193e-01 -1.53392194e-02
-3.33474397e-02 4.90632399e-02]
[ -1.01621701e-01 -2.81978000e-03 2.35288580e-02 8.96527508e-02
-4.80568980e-02 1.16771683e-01 2.49377432e-01 1.96539796e-02
-2.77530126e-01 -9.68714736e-02]
[ -2.21496054e-01 -3.30394453e-02 -9.38338821e-02 -3.44475149e-01
1.83756816e-01 1.19288140e-01 1.08180750e-01 1.03316835e-01
-2.07187867e-01 3.23608462e-02]
[ 1.05552215e-02 -4.05265747e-01 -1.27567069e-01 -1.60668068e-01
3.69996462e-01 2.52556888e-02 1.92060963e-01 1.52464106e-01
-1.64837471e-01 -2.21662119e-01]
[ 1.11149671e-01 -2.40867357e-01 -1.56183110e-01 -2.35647499e-02
-6.03658813e-03 -4.64536432e-02 1.04192310e-01 -1.54152923e-01
1.13282293e-01 -1.58919628e-01]
[ -1.08945020e-01 6.49952474e-02 2.67531361e-01 6.33824807e-03
1.30345227e-01 7.67367935e-02 4.09101943e-02 -2.96342094e-01
-1.02160004e-01 -4.70170703e-02]
[ -3.47720659e-01 8.56544021e-03 1.47634006e-02 -2.50047426e-02
1.61839535e-01 -1.75023513e-01 2.01766810e-02 2.34300371e-01
-8.44508766e-02 7.59874557e-02]
[ 1.48426343e-01 7.67955685e-03 -2.32109028e-01 -7.45416955e-02
9.91896164e-02 -3.00812573e-01 7.67855816e-02 -1.66831597e-01
6.68717547e-03 -1.80984108e-01]
[ 2.13435981e-01 -1.92512990e-01 6.54631360e-02 -1.96982286e-02
9.13169631e-02 -3.76898187e-02 4.75358470e-02 -1.36566126e-01
1.15589827e-01 -1.75539776e-01]
[ -1.05785463e-01 -8.45639977e-02 1.21196813e-01 1.08266170e-01
4.03851427e-02 -1.13975130e-01 2.62712572e-01 -7.82137248e-02
1.82173387e-01 -4.38102517e-03]
[ -2.57986867e-02 -2.12967924e-01 1.89821774e-01 -2.80755584e-01
-1.16679277e-01 1.25426864e-01 1.04999867e-01 -1.20532388e-01
7.92137629e-04 1.95340412e-01]]
[[ 0.64513851]
[ 1.71832407]
[ 0.26431504]
[ 0.90276898]
[-2.72959391]
[-0.26033793]
[-1.70252065]
[ 0.07747836]
[ 0.71742315]
[ 0.89823588]]
Progress: 41.1% ... Training loss: 0.275 ... Validation loss: 0.441[[ 1.59527764e-01 2.30154124e-01 -1.05604549e-01 1.04887112e-01
-5.06292192e-01 -6.99233451e-02 -6.47254317e-02 1.20837141e-01
-5.92378469e-02 1.92118814e-01]
[ 1.74061708e-02 1.54025051e-01 -1.78176915e-02 5.16581859e-02
6.77187248e-02 -8.39118164e-03 3.09766847e-01 4.16212596e-02
1.46233143e-01 -2.28895699e-02]
[ 1.91283753e-01 7.65599166e-01 1.02282316e-02 -5.26272856e-02
6.60052263e-01 -2.00022607e-02 -8.76283600e-01 -4.12944109e-02
4.94393483e-02 2.80627628e-01]
[ 3.49073815e-02 -3.86898727e-01 -2.02124013e-01 1.57199814e-01
1.29293872e-02 1.34655590e-01 2.18717400e-01 6.25629575e-02
1.08404572e-01 2.65628458e-01]
[ -2.07092651e-02 9.22949728e-02 -1.48976204e-01 4.27936922e-02
-5.81220203e-02 -1.80987691e-01 6.34120419e-02 -1.18015592e-01
-1.93035281e-01 -4.39485680e-02]
[ -3.95121925e-01 -6.60928404e-01 -3.00674253e-01 1.52062607e-01
-8.75631415e-02 4.23391045e-02 3.62253383e-01 -3.91343159e-02
-2.94678383e-02 -2.91909285e-02]
[ -4.65061260e-04 -2.27450386e-01 1.12434255e-02 9.72709561e-02
-2.81936303e-02 -7.32596782e-02 1.76086381e-01 -1.90553257e-01
2.02270137e-01 4.21270457e-02]
[ 1.07829499e-01 -2.64077971e-01 3.22395991e-02 -7.62063465e-02
3.32001937e-02 -4.73970832e-02 8.46380531e-02 1.18353550e-01
7.69695782e-02 -2.61490265e-02]
[ -1.78581492e-01 -1.65057226e-01 -3.03959208e-01 -2.44896192e-02
-1.34685972e-02 6.99958476e-02 -1.15427044e-01 -2.97407325e-02
2.61858557e-01 -1.36878010e-01]
[ 3.57634805e-02 -4.28257020e-01 8.01715955e-02 1.63330725e-03
-1.38447518e-01 -1.11749058e-01 2.26334545e-01 -1.07991140e-01
3.34428561e-03 7.77299781e-02]
[ -8.40079956e-02 -9.38638854e-02 2.58460066e-03 -1.37815299e-01
-5.55471659e-02 1.48484266e-02 2.14602319e-01 -1.02660908e-01
-7.17883702e-03 -1.20391846e-01]
[ -1.23159973e-01 -1.97688596e-01 -7.06613383e-02 3.39482883e-03
3.61593592e-01 1.00876051e-01 1.51241864e-01 -1.63042069e-02
-1.69573908e-01 -2.13529064e-01]
[ -1.58091168e-01 2.91093349e-03 6.13786151e-02 2.01911800e-02
-1.69852711e-01 -2.19190235e-01 -1.75706676e-01 -1.97170577e-01
8.54595130e-02 1.72236365e-01]
[ -2.75132983e-01 -3.36598806e-01 9.82859047e-02 2.25200641e-01
-1.30428433e-01 -6.77788020e-02 8.60674289e-02 -2.59927601e-01
-2.63927751e-01 -7.69625060e-02]
[ 1.00028437e-01 -1.95895743e-01 -2.29816698e-02 1.15742367e-01
-5.26061255e-02 -8.78751413e-02 2.47251696e-01 2.65002898e-03
2.45288684e-02 1.18342139e-03]
[ 3.69206916e-02 -1.10445730e-01 -2.10411047e-01 1.52185063e-01
-6.62486289e-02 8.25023543e-02 -2.98245865e-02 -1.99045396e-02
-8.86240424e-02 -3.57683210e-03]
[ -1.14804283e-01 -7.26224209e-02 -1.99587067e-01 1.65865868e-01
-1.66058435e-02 1.31448711e-01 1.79832261e-03 -2.49845735e-01
7.91515168e-02 -1.87990358e-01]
[ -6.79413309e-02 -5.05715809e-02 2.75718814e-01 1.01083917e-01
1.17779797e-01 -6.16480883e-02 -1.15013086e-01 1.20682826e-01
7.58508531e-02 3.82256140e-02]
[ 6.44420358e-02 -8.37632189e-03 9.01828181e-02 9.67568313e-02
1.76062827e-02 -1.90599166e-02 2.02634101e-01 1.20920566e-01
-2.05749588e-02 -5.15014734e-02]
[ 7.70805540e-03 -1.50009801e-01 -2.92626500e-01 -5.44563490e-02
1.35463886e-01 -9.18262556e-02 1.45480345e-01 1.62808580e-01
1.06107248e-01 -3.21818807e-02]
[ 4.57161347e-02 -3.90585233e-02 -1.17280291e-01 4.13536096e-02
-9.76018177e-02 3.22244651e-01 2.79021986e-01 2.04211249e-01
-1.62380649e-01 -6.40347858e-02]
[ 6.49597847e-03 1.87717048e-03 1.24713038e-01 1.12653844e-01
-1.17060645e-02 1.03496784e-01 -1.17989054e-01 -4.12327720e-02
2.20077683e-01 8.58452199e-02]
[ 1.13855653e-01 8.20609035e-02 -4.33230443e-02 -9.26059509e-02
-1.08620604e-01 -3.31486400e-01 1.14667043e-01 8.92495943e-03
1.47193833e-01 9.42251844e-02]
[ -1.03521509e-01 -4.19582064e-02 -1.63409197e-02 2.04715178e-02
-2.07074753e-03 -2.03703589e-01 -6.20786318e-02 -2.02306213e-02
1.53044313e-02 1.24955732e-01]
[ -1.60159176e-01 -1.22104497e-01 -2.03394909e-01 -2.10384614e-02
-2.83807144e-01 5.75731439e-04 5.16220398e-02 -2.53862623e-02
-1.01530335e-02 4.13508521e-02]
[ -3.20081444e-02 -1.25756947e-01 -7.54855350e-02 -1.28110072e-01
5.32882748e-01 2.76197247e-01 5.94507836e-01 1.12911067e-01
-1.82830623e-01 -3.80532691e-01]
[ -1.86366265e-02 -4.31324445e-01 -3.12175945e-02 -7.48437959e-02
6.64529609e-01 1.01047994e-01 5.60263869e-01 9.12398598e-02
2.84936405e-02 -3.89065828e-01]
[ 9.14500918e-03 -4.86693896e-01 -4.43235797e-02 -1.09301765e-01
6.81692396e-01 2.38647549e-02 5.27600297e-01 4.84056203e-02
-3.66029294e-01 -2.22145782e-01]
[ -1.74298903e-01 -6.27685328e-01 -1.06847781e-02 -2.06360347e-01
7.79261136e-01 -9.01928820e-02 6.52329677e-01 -8.32869942e-02
-6.99458490e-02 8.25052047e-02]
[ -2.99842020e-01 -4.46460833e-01 5.43184755e-02 -5.10209192e-02
9.20695529e-01 1.42941252e-01 4.60146401e-01 4.72170045e-02
-9.14349186e-02 -1.39629294e-01]
[ -2.08002957e-01 -3.31488327e-01 2.51170548e-01 -2.43277689e-01
6.66515102e-01 -4.45496664e-02 7.14384333e-01 1.29230899e-02
-2.57757646e-01 -2.77781097e-02]
[ -1.34445834e-01 -2.38638033e-01 -1.82346239e-01 -1.05327618e-01
4.98698641e-01 -2.29038843e-01 1.93649364e-01 1.68461274e-01
-1.20818568e-02 -1.22501260e-01]
[ 9.39519860e-02 2.20228341e-01 1.56775888e-01 -1.16091846e-01
-2.68755335e-02 5.73916157e-02 -1.19347447e-01 2.80799879e-01
5.61000853e-02 1.58420614e-01]
[ 3.56322362e-01 3.49698542e-01 -7.94145932e-02 3.19986037e-01
-9.06213445e-01 -2.89901962e-01 -4.95585071e-01 1.78010715e-01
3.92458914e-01 -1.83002540e-02]
[ 4.78963210e-02 1.30258074e-01 2.53566582e-01 2.49013485e-01
-6.04131204e-02 -1.96482556e-01 -1.78417600e-01 -1.32946600e-01
-1.38754204e-01 -2.88946810e-01]
[ 2.23583609e-02 -7.16399104e-02 -1.19365643e-01 -5.60647735e-02
2.24512209e-01 4.03684550e-02 -4.98672080e-03 -1.85016930e-01
3.17772029e-02 2.04865282e-01]
[ 4.53439684e-04 -5.12007134e-02 -6.74125149e-02 -5.27636200e-02
-2.49064711e-02 -1.77538100e-01 8.33658289e-02 9.76893023e-03
3.55089109e-02 2.44991489e-03]
[ 2.87305531e-02 8.20370865e-02 2.43622274e-01 7.27287470e-02
-2.28467293e-01 -1.35591709e-01 1.01675680e-01 3.93368969e-02
-1.86842453e-01 1.04742400e-01]
[ 7.34545365e-02 4.19325055e-02 1.07603142e-01 7.83583554e-03
-2.41664490e-01 6.78350743e-02 5.26596588e-02 -2.71015736e-01
-1.72607912e-02 -8.78688440e-02]
[ -1.01679414e-02 1.01566710e-01 8.44895536e-02 -3.10998959e-02
-5.22928222e-02 1.80073592e-01 9.00238490e-02 1.18188804e-01
-2.22788771e-02 1.71063643e-01]
[ 2.26074800e-01 8.94750351e-02 3.04020550e-02 8.66041739e-02
9.29473902e-03 -2.55309039e-02 -1.88184091e-01 1.48846793e-01
-4.98998803e-02 -1.41953854e-02]
[ 4.53415766e-02 1.48170668e-02 1.78471084e-02 4.40134895e-02
-4.28917550e-01 -1.23980346e-01 -2.19954903e-01 4.12285593e-02
1.20860448e-01 1.94836811e-01]
[ 5.99651815e-02 5.21568502e-01 1.28383434e-01 4.38257408e-01
-1.21911193e+00 -3.06786036e-01 -6.02195339e-01 -7.07400416e-02
3.02009851e-01 3.47342398e-01]
[ 1.80871269e-01 5.06048419e-01 6.81226225e-02 4.33631396e-01
-9.93162495e-01 -8.46893235e-02 -4.44779608e-01 1.51444059e-01
2.15713056e-01 4.84045320e-01]
[ 2.56103242e-01 3.26236036e-01 2.47997912e-01 1.54264885e-01
-4.74601912e-01 7.87167498e-02 -2.32921120e-01 1.62935286e-01
2.44811401e-01 8.48076141e-02]
[ -7.47350781e-02 2.26447798e-01 2.40897074e-01 1.54365746e-02
-4.41651051e-02 1.30981319e-01 -1.04707314e-01 -1.53382785e-02
-3.33644894e-02 4.90677626e-02]
[ -1.01862804e-01 -3.33775491e-03 2.34226865e-02 8.93049446e-02
-4.70836328e-02 1.16875920e-01 2.49922793e-01 1.96240876e-02
-2.77816068e-01 -9.72240312e-02]
[ -2.21644778e-01 -3.34093620e-02 -9.38854367e-02 -3.44661215e-01
1.84210626e-01 1.19339992e-01 1.08569798e-01 1.03300769e-01
-2.07337753e-01 3.21594112e-02]
[ 1.03661049e-02 -4.05761293e-01 -1.27636544e-01 -1.60899303e-01
3.70699791e-01 2.53192900e-02 1.92504005e-01 1.52442770e-01
-1.65026696e-01 -2.21898009e-01]
[ 1.09402805e-01 -2.44625209e-01 -1.56859199e-01 -2.60396217e-02
4.09887128e-04 -4.57060767e-02 1.08427364e-01 -1.54377930e-01
1.11280205e-01 -1.61468212e-01]
[ -1.09390866e-01 6.37312851e-02 2.67346988e-01 5.68714339e-03
1.32276742e-01 7.69271746e-02 4.20759501e-02 -2.96396670e-01
-1.02668484e-01 -4.76108960e-02]
[ -3.47534057e-01 8.60923373e-03 1.48292853e-02 -2.47288232e-02
1.60962643e-01 -1.75146315e-01 1.99530536e-02 2.34318775e-01
-8.42205431e-02 7.63307683e-02]
[ 1.48073660e-01 6.91213951e-03 -2.32230198e-01 -7.49891087e-02
1.00637858e-01 -3.00688557e-01 7.76067793e-02 -1.66871517e-01
6.33137632e-03 -1.81437284e-01]
[ 2.12892608e-01 -1.94078933e-01 6.52283838e-02 -2.05558494e-02
9.40955392e-02 -3.74516627e-02 4.91003895e-02 -1.36638511e-01
1.14932802e-01 -1.76354830e-01]
[ -1.06490349e-01 -8.59277528e-02 1.20886118e-01 1.07227332e-01
4.30239237e-02 -1.13685328e-01 2.64232730e-01 -7.83039632e-02
1.81383421e-01 -5.35630584e-03]
[ -2.67081737e-02 -2.14686161e-01 1.89449454e-01 -2.82135423e-01
-1.14897108e-01 1.25821759e-01 1.06987917e-01 -1.20656776e-01
-1.93045645e-04 1.94169205e-01]]
[[ 0.62732551]
[ 1.7068472 ]
[ 0.25050849]
[ 0.88602498]
[-2.74414087]
[-0.27436255]
[-1.71929179]
[ 0.06217945]
[ 0.70058157]
[ 0.88033325]]
Progress: 41.2% ... Training loss: 0.272 ... Validation loss: 0.444[[ 1.63068308e-01 2.36704663e-01 -1.04331959e-01 1.09668745e-01
-5.18712496e-01 -7.13922873e-02 -7.23002941e-02 1.21188434e-01
-5.52797938e-02 1.97031637e-01]
[ 1.77163639e-02 1.54748831e-01 -1.77017272e-02 5.20548120e-02
6.67461335e-02 -8.51694315e-03 3.08964142e-01 4.16504561e-02
1.46545228e-01 -2.24921406e-02]
[ 1.91891418e-01 7.66982816e-01 1.03355056e-02 -5.19089846e-02
6.57580674e-01 -2.02096177e-02 -8.79042759e-01 -4.12524126e-02
4.97687405e-02 2.81256385e-01]
[ 3.29325019e-02 -3.93923531e-01 -2.02952893e-01 1.54342036e-01
1.94916276e-02 1.35531219e-01 2.25956438e-01 6.23572607e-02
1.06421885e-01 2.62959321e-01]
[ -2.19046099e-02 8.62913897e-02 -1.49459971e-01 4.07742426e-02
-4.95932020e-02 -1.80366452e-01 6.75233840e-02 -1.18147275e-01
-1.94758580e-01 -4.60135577e-02]
[ -3.94015815e-01 -6.60115959e-01 -3.00281444e-01 1.53542573e-01
-9.19857551e-02 4.18424780e-02 3.60730414e-01 -3.90186271e-02
-2.81871800e-02 -2.76338932e-02]
[ -4.05726049e-04 -2.28128602e-01 1.12360252e-02 9.73308049e-02
-2.78758696e-02 -7.32420711e-02 1.76153647e-01 -1.90546072e-01
2.02406915e-01 4.22227291e-02]
[ 1.08561398e-01 -2.62252372e-01 3.24711104e-02 -7.51313522e-02
2.91018783e-02 -4.77268856e-02 8.26301448e-02 1.18428830e-01
7.77975587e-02 -2.50586966e-02]
[ -1.79502675e-01 -1.67100988e-01 -3.04322637e-01 -2.57442228e-02
-1.15179257e-02 7.03847705e-02 -1.12791678e-01 -2.98296709e-02
2.61135257e-01 -1.38081549e-01]
[ 3.69338591e-02 -4.25749412e-01 8.05811363e-02 3.34377455e-03
-1.44800120e-01 -1.12292323e-01 2.23614280e-01 -1.07859826e-01
4.96856244e-03 7.94604567e-02]
[ -8.44775490e-02 -9.67499827e-02 2.33547662e-03 -1.38550220e-01
-5.46837133e-02 1.50925947e-02 2.16928390e-01 -1.02711786e-01
-7.61493592e-03 -1.20988330e-01]
[ -1.22884637e-01 -1.97394041e-01 -7.05682633e-02 3.77948769e-03
3.60830245e-01 1.00755250e-01 1.50807812e-01 -1.62754258e-02
-1.69239970e-01 -2.13123548e-01]
[ -1.58091168e-01 2.91093349e-03 6.13786151e-02 2.01911800e-02
-1.69852711e-01 -2.19190235e-01 -1.75706676e-01 -1.97170577e-01
8.54595130e-02 1.72236365e-01]
[ -2.75154192e-01 -3.36688929e-01 9.82902026e-02 2.25233246e-01
-1.30795535e-01 -6.77770202e-02 8.61599646e-02 -2.59927750e-01
-2.63936094e-01 -7.69899901e-02]
[ 1.00381524e-01 -1.95909345e-01 -2.28351885e-02 1.16178187e-01
-5.37136076e-02 -8.80434382e-02 2.47035510e-01 2.68948105e-03
2.49583382e-02 1.71876049e-03]
[ 3.81932039e-02 -1.08356094e-01 -2.09964924e-01 1.53927311e-01
-7.03936393e-02 8.19527281e-02 -3.25056038e-02 -1.97758682e-02
-8.71716989e-02 -1.79584339e-03]
[ -1.15148341e-01 -7.36965370e-02 -1.99740745e-01 1.65332813e-01
-1.44198928e-02 1.31615043e-01 2.76847007e-03 -2.49876848e-01
7.87576973e-02 -1.88447398e-01]
[ -6.83061944e-02 -5.15312730e-02 2.75563359e-01 1.00611872e-01
1.18997169e-01 -6.14924665e-02 -1.14036847e-01 1.20646322e-01
7.54949048e-02 3.77002224e-02]
[ 6.55861854e-02 -6.16604404e-03 9.06512579e-02 9.84414087e-02
1.22503247e-02 -1.95581185e-02 1.99925564e-01 1.21037317e-01
-1.92226631e-02 -4.98312959e-02]
[ 7.30950181e-03 -1.51016337e-01 -2.92815209e-01 -5.51254014e-02
1.37541294e-01 -9.16205067e-02 1.46109894e-01 1.62760583e-01
1.05575796e-01 -3.28210653e-02]
[ 4.52857404e-02 -4.07269217e-02 -1.17487140e-01 4.06361991e-02
-9.63034478e-02 3.22471590e-01 2.80536852e-01 2.04161570e-01
-1.62901517e-01 -6.47059971e-02]
[ 7.52914020e-03 5.04080421e-03 1.25117827e-01 1.14291669e-01
-1.68266577e-02 1.02984950e-01 -1.20822721e-01 -4.11174720e-02
2.21316158e-01 8.74423842e-02]
[ 1.13378959e-01 8.09976295e-02 -4.35190675e-02 -9.32992577e-02
-1.07167618e-01 -3.31272597e-01 1.16040635e-01 8.87683046e-03
1.46806643e-01 9.35745694e-02]
[ -1.03459180e-01 -4.22835339e-02 -1.63166899e-02 2.06106538e-02
-2.46887556e-03 -2.03748659e-01 -6.19053524e-02 -2.02216162e-02
1.54313245e-02 1.25073313e-01]
[ -1.61012483e-01 -1.23450908e-01 -2.03735062e-01 -2.22655966e-02
-2.81797455e-01 9.58635353e-04 5.35029938e-02 -2.54726533e-02
-1.10327738e-02 4.01600384e-02]
[ -3.18991863e-02 -1.25527685e-01 -7.54428791e-02 -1.27940215e-01
5.32468939e-01 2.76145550e-01 5.94238841e-01 1.12922425e-01
-1.82698651e-01 -3.80356694e-01]
[ -1.85883773e-02 -4.31332423e-01 -3.11986881e-02 -7.47695030e-02
6.64306587e-01 1.01032995e-01 5.60278600e-01 9.12443605e-02
2.85510172e-02 -3.89036269e-01]
[ 9.08546421e-03 -4.87070591e-01 -4.43436174e-02 -1.09372056e-01
6.81888253e-01 2.38880325e-02 5.27974157e-01 4.84008157e-02
-3.66096748e-01 -2.22237312e-01]
[ -1.73671664e-01 -6.26626154e-01 -1.04400331e-02 -2.05418449e-01
7.77020694e-01 -9.04801339e-02 6.51027537e-01 -8.32218648e-02
-6.91985994e-02 8.34308147e-02]
[ -2.99785948e-01 -4.46564613e-01 5.43493872e-02 -5.09173722e-02
9.20286846e-01 1.42908981e-01 4.60255717e-01 4.72246842e-02
-9.13451544e-02 -1.39493447e-01]
[ -2.08212181e-01 -3.32061942e-01 2.51084009e-01 -2.43574395e-01
6.67254808e-01 -4.44540936e-02 7.14960453e-01 1.29014896e-02
-2.57998382e-01 -2.80748451e-02]
[ -1.34385168e-01 -2.38703512e-01 -1.82311090e-01 -1.05222672e-01
4.98326536e-01 -2.29071491e-01 1.93621111e-01 1.68468190e-01
-1.20011003e-02 -1.22407761e-01]
[ 9.46839714e-02 2.21997755e-01 1.57074407e-01 -1.15013604e-01
-3.00309419e-02 5.70607129e-02 -1.21249686e-01 2.80874579e-01
5.69112475e-02 1.59441351e-01]
[ 3.55089514e-01 3.46806558e-01 -7.99247911e-02 3.18062807e-01
-9.02186910e-01 -2.89309030e-01 -4.92098567e-01 1.77882290e-01
3.91257710e-01 -1.99978547e-02]
[ 4.77998360e-02 1.30003087e-01 2.53528739e-01 2.48880895e-01
-6.00155696e-02 -1.96440943e-01 -1.78152058e-01 -1.32955292e-01
-1.38858812e-01 -2.89075663e-01]
[ 2.23335382e-02 -7.21776684e-02 -1.19426585e-01 -5.61701762e-02
2.24281881e-01 4.03937520e-02 -4.80791525e-03 -1.85019092e-01
3.17171138e-02 2.04785784e-01]
[ 8.61117498e-04 -5.04140485e-02 -6.72457828e-02 -5.21949949e-02
-2.62466695e-02 -1.77719755e-01 8.24738761e-02 9.81278526e-03
3.59747751e-02 3.04729661e-03]
[ 3.03710748e-02 8.61856734e-02 2.44249540e-01 7.51863140e-02
-2.35532469e-01 -1.36388923e-01 9.77465310e-02 3.95139507e-02
-1.84901366e-01 1.07162959e-01]
[ 7.32739265e-02 4.17586190e-02 1.07506262e-01 7.52377272e-03
-2.40906508e-01 6.79272890e-02 5.27987750e-02 -2.71036759e-01
-1.75058239e-02 -8.81903565e-02]
[ -9.14380850e-03 1.04004341e-01 8.49215743e-02 -2.95846496e-02
-5.70466827e-02 1.79618415e-01 8.72851855e-02 1.18294867e-01
-2.10738730e-02 1.72523556e-01]
[ 2.25883769e-01 8.90007915e-02 3.03187197e-02 8.63094138e-02
1.02157644e-02 -2.54537872e-02 -1.87659391e-01 1.48828148e-01
-5.01370951e-02 -1.44689762e-02]
[ 4.52157914e-02 1.44575282e-02 1.77939684e-02 4.38222496e-02
-4.28285412e-01 -1.23928355e-01 -2.19692497e-01 4.12156866e-02
1.20714939e-01 1.94669629e-01]
[ 5.98013202e-02 5.20289038e-01 1.28317397e-01 4.38011881e-01
-1.21813224e+00 -3.06670922e-01 -6.01326065e-01 -7.07664274e-02
3.01878267e-01 3.47123676e-01]
[ 1.80291137e-01 5.04700096e-01 6.78713914e-02 4.32801563e-01
-9.90902262e-01 -8.44339234e-02 -4.43463609e-01 1.51385011e-01
2.15116105e-01 4.83239992e-01]
[ 2.55846824e-01 3.25793362e-01 2.47874884e-01 1.53907163e-01
-4.73939979e-01 7.88333279e-02 -2.32311543e-01 1.62909227e-01
2.44523990e-01 8.44492036e-02]
[ -7.49049407e-02 2.26071844e-01 2.40823195e-01 1.51748129e-02
-4.34499750e-02 1.31061592e-01 -1.04345456e-01 -1.53554163e-02
-3.35730594e-02 4.88106120e-02]
[ -1.01847174e-01 -3.40292686e-03 2.34333391e-02 8.93345387e-02
-4.71456501e-02 1.16864255e-01 2.49964291e-01 1.96267461e-02
-2.77785275e-01 -9.71876997e-02]
[ -2.21849154e-01 -3.40322698e-02 -9.39753666e-02 -3.44961828e-01
1.85000906e-01 1.19433855e-01 1.09106639e-01 1.03283056e-01
-2.07555325e-01 3.18653766e-02]
[ 1.01161342e-02 -4.06321519e-01 -1.27737589e-01 -1.61261169e-01
3.71634288e-01 2.54336297e-02 1.93071007e-01 1.52416640e-01
-1.65321671e-01 -2.22263787e-01]
[ 1.10612741e-01 -2.41062084e-01 -1.56418760e-01 -2.40729263e-02
-7.38847521e-03 -4.62699628e-02 1.05059187e-01 -1.54246694e-01
1.12941546e-01 -1.59514515e-01]
[ -1.08824858e-01 6.39663490e-02 2.67561475e-01 6.47532107e-03
1.29795877e-01 7.67031878e-02 4.11307402e-02 -2.96339269e-01
-1.02018325e-01 -4.68598001e-02]
[ -3.47265881e-01 9.09200988e-03 1.49354664e-02 -2.43201195e-02
1.60294914e-01 -1.75278788e-01 1.93969890e-02 2.34346023e-01
-8.38846736e-02 7.67231105e-02]
[ 1.46769189e-01 3.53852065e-03 -2.32791588e-01 -7.68703881e-02
1.05583371e-01 -3.00135209e-01 8.08126932e-02 -1.67004052e-01
4.82040392e-03 -1.83337474e-01]
[ 2.13418721e-01 -1.94037859e-01 6.54097833e-02 -1.99656399e-02
9.37604686e-02 -3.76412677e-02 4.86571894e-02 -1.36585890e-01
1.15502654e-01 -1.75638220e-01]
[ -1.06180234e-01 -8.52141039e-02 1.21010859e-01 1.07658089e-01
4.18661082e-02 -1.13828838e-01 2.63496159e-01 -7.82701439e-02
1.81739644e-01 -4.91034689e-03]
[ -2.73078883e-02 -2.16432164e-01 1.89197088e-01 -2.83078481e-01
-1.13655276e-01 1.26101974e-01 1.09002982e-01 -1.20717351e-01
-7.33401695e-04 1.93349202e-01]]
[[ 0.6305476 ]
[ 1.70983585]
[ 0.25587875]
[ 0.8893507 ]
[-2.73951833]
[-0.27067725]
[-1.7146061 ]
[ 0.0659193 ]
[ 0.70223949]
[ 0.88447532]]
Progress: 41.2% ... Training loss: 0.271 ... Validation loss: 0.441[[ 1.64077370e-01 2.41101810e-01 -1.03896735e-01 1.11077620e-01
-5.22190293e-01 -7.18510513e-02 -7.55149133e-02 1.21294969e-01
-5.41227423e-02 1.98248043e-01]
[ 1.74872606e-02 1.54559679e-01 -1.78160354e-02 5.16517027e-02
6.79739946e-02 -8.44097086e-03 3.09250234e-01 4.16208207e-02
1.46238310e-01 -2.28594262e-02]
[ 1.94077595e-01 7.74370045e-01 1.11860389e-02 -4.91405289e-02
6.51693881e-01 -2.11240568e-02 -8.85510136e-01 -4.10422245e-02
5.20180905e-02 2.83830924e-01]
[ 3.54041340e-02 -3.90248597e-01 -2.01886361e-01 1.58092357e-01
1.15748881e-02 1.34525120e-01 2.22078694e-01 6.26454283e-02
1.09543045e-01 2.66809420e-01]
[ -2.04169433e-02 9.00306661e-02 -1.48889311e-01 4.27650843e-02
-5.55684850e-02 -1.81049095e-01 6.32980516e-02 -1.17988778e-01
-1.93183413e-01 -4.41173843e-02]
[ -3.94073336e-01 -6.60011430e-01 -3.00284813e-01 1.53553627e-01
-9.33630240e-02 4.18612188e-02 3.60864369e-01 -3.90254157e-02
-2.82656958e-02 -2.77019310e-02]
[ 1.21187342e-03 -2.24038180e-01 1.18802399e-02 9.95112215e-02
-3.45202375e-02 -7.39220206e-02 1.71920757e-01 -1.90381690e-01
2.04216485e-01 4.43000714e-02]
[ 1.09422672e-01 -2.58830781e-01 3.28511755e-02 -7.37913362e-02
2.49752074e-02 -4.81196162e-02 7.97968249e-02 1.18524284e-01
7.87248463e-02 -2.38462358e-02]
[ -1.79026995e-01 -1.66420366e-01 -3.04115760e-01 -2.49680474e-02
-1.35903755e-02 7.01605574e-02 -1.13505182e-01 -2.97709383e-02
2.61778225e-01 -1.37276311e-01]
[ 4.01302922e-02 -4.16282735e-01 8.18982664e-02 8.02850309e-03
-1.60684872e-01 -1.13673552e-01 2.14810264e-01 -1.07525741e-01
8.49920680e-03 8.37304276e-02]
[ -8.49900109e-02 -9.83011048e-02 2.15618245e-03 -1.39252829e-01
-5.23963444e-02 1.52902866e-02 2.18452348e-01 -1.02760354e-01
-8.12358921e-03 -1.21584103e-01]
[ -1.22671575e-01 -1.97012432e-01 -7.04783122e-02 4.10503090e-03
3.60206871e-01 1.00660634e-01 1.50442112e-01 -1.62491638e-02
-1.68960651e-01 -2.12770743e-01]
[ -1.58091168e-01 2.91093349e-03 6.13786151e-02 2.01911800e-02
-1.69852711e-01 -2.19190235e-01 -1.75706676e-01 -1.97170577e-01
8.54595130e-02 1.72236365e-01]
[ -2.75610212e-01 -3.37301493e-01 9.80907814e-02 2.24561131e-01
-1.30076703e-01 -6.75603688e-02 8.70468694e-02 -2.59980553e-01
-2.64540684e-01 -7.77096466e-02]
[ 1.00480109e-01 -1.95644273e-01 -2.27670255e-02 1.16402725e-01
-5.45811389e-02 -8.81051640e-02 2.46796960e-01 2.70150074e-03
2.51274475e-02 1.91509460e-03]
[ 3.74450492e-02 -1.10180026e-01 -2.10270956e-01 1.52893359e-01
-6.79172304e-02 8.22526256e-02 -3.06474586e-02 -1.98529983e-02
-8.80042556e-02 -2.85886037e-03]
[ -1.14886325e-01 -7.31576855e-02 -1.99636677e-01 1.65663676e-01
-1.54560062e-02 1.31489459e-01 1.97475201e-03 -2.49849718e-01
7.90605256e-02 -1.88035274e-01]
[ -6.67679531e-02 -4.75923187e-02 2.76189881e-01 1.02679000e-01
1.13110736e-01 -6.21155647e-02 -1.17836855e-01 1.20802573e-01
7.71931041e-02 3.96493576e-02]
[ 6.57965275e-02 -5.35826810e-03 9.07316488e-02 9.86758498e-02
1.16490670e-02 -1.96240981e-02 1.99322705e-01 1.21052327e-01
-1.90350050e-02 -4.96667848e-02]
[ 8.07098781e-03 -1.48370025e-01 -2.92493095e-01 -5.39625204e-02
1.33719429e-01 -9.19622651e-02 1.43763335e-01 1.62841149e-01
1.06418378e-01 -3.17379445e-02]
[ 4.50970143e-02 -4.14249403e-02 -1.17582751e-01 4.03228888e-02
-9.51154503e-02 3.22579568e-01 2.81072568e-01 2.04138114e-01
-1.63137170e-01 -6.49467907e-02]
[ 8.35275344e-03 7.60479927e-03 1.25486036e-01 1.15623947e-01
-2.07031267e-02 1.02583216e-01 -1.23212600e-01 -4.10167479e-02
2.22290460e-01 8.86762918e-02]
[ 1.13641789e-01 8.14386579e-02 -4.34139348e-02 -9.28960353e-02
-1.08368368e-01 -3.31393117e-01 1.15588739e-01 8.90665398e-03
1.47167926e-01 9.39894359e-02]
[ -1.03632893e-01 -4.27938275e-02 -1.63835163e-02 2.04051189e-02
-1.78210491e-03 -2.03679473e-01 -6.13084566e-02 -2.02359549e-02
1.52628801e-02 1.24892552e-01]
[ -1.60505951e-01 -1.22710927e-01 -2.03513985e-01 -2.14883737e-02
-2.83797801e-01 7.27168629e-04 5.26030430e-02 -2.54146707e-02
-1.04261814e-02 4.09372703e-02]
[ -3.17012961e-02 -1.25137059e-01 -7.53606498e-02 -1.27647546e-01
5.31614804e-01 2.76062912e-01 5.93867662e-01 1.12943559e-01
-1.82467786e-01 -3.80074038e-01]
[ -1.81181957e-02 -4.30541260e-01 -3.10126292e-02 -7.40945715e-02
6.62575848e-01 1.00831455e-01 5.59295662e-01 9.12938759e-02
2.90723603e-02 -3.88371167e-01]
[ 9.10256564e-03 -4.87195699e-01 -4.43343246e-02 -1.09342035e-01
6.81855301e-01 2.38808878e-02 5.28009840e-01 4.84035551e-02
-3.66077883e-01 -2.22226566e-01]
[ -1.73885022e-01 -6.27053999e-01 -1.05249327e-02 -2.05716322e-01
7.77925667e-01 -9.03908433e-02 6.51497149e-01 -8.32424361e-02
-6.94201467e-02 8.31669966e-02]
[ -2.99535125e-01 -4.46154686e-01 5.44627930e-02 -5.05157489e-02
9.19093003e-01 1.42787394e-01 4.59757843e-01 4.72537158e-02
-9.10440574e-02 -1.39105817e-01]
[ -2.08454152e-01 -3.32564501e-01 2.50985901e-01 -2.43919719e-01
6.68245588e-01 -4.43510066e-02 7.15505819e-01 1.28773745e-02
-2.58252164e-01 -2.83673007e-02]
[ -1.34426644e-01 -2.38745048e-01 -1.82320545e-01 -1.05250966e-01
4.98288588e-01 -2.29052317e-01 1.93713366e-01 1.68464077e-01
-1.20431745e-02 -1.22454448e-01]
[ 9.55302625e-02 2.24080936e-01 1.57439232e-01 -1.13712610e-01
-3.34212759e-02 5.66945914e-02 -1.23238058e-01 2.80968665e-01
5.79669008e-02 1.60705834e-01]
[ 3.55589939e-01 3.48164261e-01 -7.97136330e-02 3.18815300e-01
-9.04454166e-01 -2.89511013e-01 -4.93197757e-01 1.77933092e-01
3.91821186e-01 -1.93284026e-02]
[ 4.79470468e-02 1.30171461e-01 2.53604856e-01 2.49112936e-01
-6.07487453e-02 -1.96524767e-01 -1.78408849e-01 -1.32935082e-01
-1.38643762e-01 -2.88824946e-01]
[ 2.22331851e-02 -7.23831540e-02 -1.19462902e-01 -5.62961784e-02
2.24362211e-01 4.04294963e-02 -4.58710607e-03 -1.85028146e-01
3.16185840e-02 2.04613291e-01]
[ 8.54179928e-04 -5.05122101e-02 -6.72519136e-02 -5.22184268e-02
-2.61700357e-02 -1.77712285e-01 8.25636552e-02 9.81107536e-03
3.59572090e-02 3.02891797e-03]
[ 2.98581286e-02 8.52699171e-02 2.44049228e-01 7.44224572e-02
-2.33731483e-01 -1.36181210e-01 9.85717589e-02 3.94577783e-02
-1.85513960e-01 1.06400109e-01]
[ 7.34794793e-02 4.21336449e-02 1.07600934e-01 7.79128792e-03
-2.41802988e-01 6.78428751e-02 5.21779650e-02 -2.71017917e-01
-1.72858508e-02 -8.79196538e-02]
[ -9.00781897e-03 1.04158639e-01 8.49780682e-02 -2.93686334e-02
-5.74775314e-02 1.79546694e-01 8.71509773e-02 1.18306141e-01
-2.09092653e-02 1.72746870e-01]
[ 2.26326194e-01 9.02404481e-02 3.05076694e-02 8.69542508e-02
8.30249957e-03 -2.56469622e-02 -1.88871542e-01 1.48876151e-01
-4.96302548e-02 -1.38271370e-02]
[ 4.56333061e-02 1.55606414e-02 1.79597899e-02 4.44285219e-02
-4.29901872e-01 -1.24100191e-01 -2.20799587e-01 4.12598102e-02
1.21195872e-01 1.95238732e-01]
[ 5.99483418e-02 5.21238373e-01 1.28347896e-01 4.38071492e-01
-1.21850354e+00 -3.06718373e-01 -6.01917978e-01 -7.07580647e-02
3.01940814e-01 3.47149873e-01]
[ 1.80058633e-01 5.04029407e-01 6.77388684e-02 4.32366281e-01
-9.90208629e-01 -8.42932985e-02 -4.42693064e-01 1.51350490e-01
2.14777963e-01 4.82710963e-01]
[ 2.55926678e-01 3.27058289e-01 2.47957415e-01 1.54235019e-01
-4.75774216e-01 7.87425512e-02 -2.33143960e-01 1.62935172e-01
2.44665936e-01 8.47735681e-02]
[ -7.44968003e-02 2.27073111e-01 2.40980589e-01 1.57523498e-02
-4.51742110e-02 1.30890766e-01 -1.05417300e-01 -1.53144670e-02
-3.31259145e-02 4.93728974e-02]
[ -1.01926150e-01 -3.61017035e-03 2.34011587e-02 8.92178191e-02
-4.68220682e-02 1.16900855e-01 2.50222109e-01 1.96184127e-02
-2.77889918e-01 -9.72956464e-02]
[ -2.21763143e-01 -3.38110578e-02 -9.39462146e-02 -3.44849555e-01
1.84618979e-01 1.19396482e-01 1.08902043e-01 1.03292108e-01
-2.07459706e-01 3.19713531e-02]
[ 1.00892579e-02 -4.06339783e-01 -1.27758477e-01 -1.61313415e-01
3.71951752e-01 2.54481845e-02 1.93089527e-01 1.52412940e-01
-1.65357443e-01 -2.22297693e-01]
[ 1.11000652e-01 -2.39557042e-01 -1.56264349e-01 -2.35333298e-02
-9.19699299e-03 -4.64145003e-02 1.03687606e-01 -1.54213539e-01
1.13392560e-01 -1.58911568e-01]
[ -1.08496569e-01 6.44240880e-02 2.67710554e-01 6.91329049e-03
1.28561012e-01 7.65657358e-02 4.03512149e-02 -2.96303898e-01
-1.01680741e-01 -4.64135859e-02]
[ -3.45959493e-01 1.21096546e-02 1.54828863e-02 -2.24039121e-02
1.54652079e-01 -1.75825210e-01 1.69859709e-02 2.34483865e-01
-8.23819289e-02 7.83961906e-02]
[ 1.46650827e-01 3.69123653e-03 -2.32848783e-01 -7.71123765e-02
1.06677533e-01 -3.00096886e-01 8.07814146e-02 -1.67013150e-01
4.68099831e-03 -1.83518613e-01]
[ 2.13552531e-01 -1.93161748e-01 6.54810584e-02 -1.96657609e-02
9.22863336e-02 -3.77505984e-02 4.79412060e-02 -1.36563200e-01
1.15623940e-01 -1.75363023e-01]
[ -1.06610415e-01 -8.60638147e-02 1.20858267e-01 1.07142479e-01
4.21474980e-02 -1.13664470e-01 2.64458001e-01 -7.83122700e-02
1.81287250e-01 -5.44835101e-03]
[ -2.60187099e-02 -2.13294542e-01 1.89712476e-01 -2.81206873e-01
-1.19091232e-01 1.25558873e-01 1.05704767e-01 -1.20583405e-01
7.47078470e-04 1.95097909e-01]]
[[ 0.64145504]
[ 1.7185491 ]
[ 0.26575471]
[ 0.89956688]
[-2.72936599]
[-0.26174371]
[-1.70639071]
[ 0.07622615]
[ 0.71438448]
[ 0.89709535]]
Progress: 41.3% ... Training loss: 0.276 ... Validation loss: 0.440[[ 1.65106018e-01 2.43767614e-01 -1.03426048e-01 1.12451626e-01
-5.25457094e-01 -7.22478773e-02 -7.77623222e-02 1.21424989e-01
-5.30030450e-02 1.99393029e-01]
[ 1.68613457e-02 1.52913276e-01 -1.81033056e-02 5.06515246e-02
7.06084467e-02 -8.15508493e-03 3.10828989e-01 4.15427007e-02
1.45489174e-01 -2.38022708e-02]
[ 1.95032284e-01 7.77820042e-01 1.15351977e-02 -4.81141455e-02
6.48546700e-01 -2.15187798e-02 -8.88566659e-01 -4.09390942e-02
5.28636848e-02 2.84698455e-01]
[ 3.72314634e-02 -3.85774777e-01 -2.00985018e-01 1.61196743e-01
4.03547296e-03 1.33766150e-01 2.17984010e-01 6.29058695e-02
1.12001470e-01 2.69858550e-01]
[ -2.01740361e-02 9.21905595e-02 -1.48763925e-01 4.30712878e-02
-5.75202423e-02 -1.81162439e-01 6.14314307e-02 -1.17959629e-01
-1.92918135e-01 -4.39855650e-02]
[ -3.94144880e-01 -6.60185374e-01 -3.00301463e-01 1.53434983e-01
-9.36657499e-02 4.18849707e-02 3.61049706e-01 -3.90318360e-02
-2.83286088e-02 -2.78900978e-02]
[ 1.36616709e-03 -2.23513559e-01 1.19724791e-02 9.97162549e-02
-3.52032544e-02 -7.39758600e-02 1.71603612e-01 -1.90354397e-01
2.04475491e-01 4.42349831e-02]
[ 1.08963712e-01 -2.59710335e-01 3.26509898e-02 -7.45118865e-02
2.62482005e-02 -4.79056069e-02 8.09542830e-02 1.18458662e-01
7.80986941e-02 -2.44497614e-02]
[ -1.79019624e-01 -1.66574982e-01 -3.04117774e-01 -2.49542046e-02
-1.36587182e-02 7.01658127e-02 -1.13440028e-01 -2.97702018e-02
2.61778307e-01 -1.37269396e-01]
[ 3.91582503e-02 -4.18398288e-01 8.14431789e-02 6.25644147e-03
-1.56032535e-01 -1.13185859e-01 2.16963720e-01 -1.07653583e-01
7.32142995e-03 8.19514070e-02]
[ -8.45669301e-02 -9.70659531e-02 2.37229213e-03 -1.38444077e-01
-5.56287120e-02 1.50791331e-02 2.17644761e-01 -1.02703992e-01
-7.60755271e-03 -1.20951205e-01]
[ -1.22491454e-01 -1.96815524e-01 -7.03659446e-02 4.44802259e-03
3.59005809e-01 1.00573272e-01 1.50187047e-01 -1.62216980e-02
-1.68728888e-01 -2.12474486e-01]
[ -1.58091168e-01 2.91093349e-03 6.13786151e-02 2.01911800e-02
-1.69852711e-01 -2.19190235e-01 -1.75706676e-01 -1.97170577e-01
8.54595130e-02 1.72236365e-01]
[ -2.75184673e-01 -3.37051392e-01 9.82912789e-02 2.25234365e-01
-1.31769183e-01 -6.77586973e-02 8.64891950e-02 -2.59922390e-01
-2.64019561e-01 -7.70476531e-02]
[ 9.96453874e-02 -1.97342800e-01 -2.31133457e-02 1.15257945e-01
-5.25187327e-02 -8.77603384e-02 2.48637727e-01 2.59715584e-03
2.41802386e-02 7.44585407e-04]
[ 3.76441460e-02 -1.09818853e-01 -2.10203380e-01 1.53016705e-01
-6.76282973e-02 8.21875137e-02 -3.10216792e-02 -1.98283026e-02
-8.78020826e-02 -2.73191237e-03]
[ -1.14546276e-01 -7.23567221e-02 -1.99495641e-01 1.66148762e-01
-1.68363252e-02 1.31354550e-01 1.14117082e-03 -2.49811444e-01
7.94332705e-02 -1.87601750e-01]
[ -6.64486555e-02 -4.67007495e-02 2.76366088e-01 1.03109456e-01
1.11578094e-01 -6.22283853e-02 -1.18704793e-01 1.20847530e-01
7.76719867e-02 3.99740223e-02]
[ 6.55221989e-02 -5.75425937e-03 9.06050598e-02 9.83360501e-02
1.24862859e-02 -1.95490095e-02 1.99988713e-01 1.21026104e-01
-1.93228297e-02 -5.01342138e-02]
[ 8.20041721e-03 -1.47929055e-01 -2.92467812e-01 -5.38586820e-02
1.32992838e-01 -9.20068016e-02 1.43405901e-01 1.62851558e-01
1.06425350e-01 -3.16247014e-02]
[ 4.55035457e-02 -4.04224769e-02 -1.17430327e-01 4.08379190e-02
-9.67976245e-02 3.22442819e-01 2.79938544e-01 2.04177630e-01
-1.62744578e-01 -6.44627757e-02]
[ 7.24629590e-03 4.96932721e-03 1.25058881e-01 1.14102288e-01
-1.62092792e-02 1.03038533e-01 -1.20282543e-01 -4.11462042e-02
2.21123142e-01 8.72998454e-02]
[ 1.13926642e-01 8.19499158e-02 -4.32940847e-02 -9.24712130e-02
-1.09557307e-01 -3.31514926e-01 1.15036387e-01 8.94207525e-03
1.47475307e-01 9.44093944e-02]
[ -1.03508246e-01 -4.24270969e-02 -1.63345869e-02 2.05801624e-02
-2.27215381e-03 -2.03715992e-01 -6.17028595e-02 -2.02225670e-02
1.54147165e-02 1.25051021e-01]
[ -1.60888725e-01 -1.23289658e-01 -2.03672334e-01 -2.20333104e-02
-2.82568106e-01 8.91898928e-04 5.33286406e-02 -2.54634835e-02
-1.08875117e-02 4.03789734e-02]
[ -3.14945727e-02 -1.24891641e-01 -7.52711683e-02 -1.27331714e-01
5.30584776e-01 2.75975051e-01 5.93628878e-01 1.12969516e-01
-1.82215910e-01 -3.79766600e-01]
[ -1.80824710e-02 -4.30468196e-01 -3.09986764e-02 -7.40476341e-02
6.62420164e-01 1.00818311e-01 5.59221410e-01 9.12978913e-02
2.90948555e-02 -3.88318242e-01]
[ 9.39555855e-03 -4.86841344e-01 -4.41939299e-02 -1.08868239e-01
6.80580951e-01 2.37377645e-02 5.27521994e-01 4.84455050e-02
-3.65703123e-01 -2.21768662e-01]
[ -1.74286876e-01 -6.27799553e-01 -1.06922621e-02 -2.06278790e-01
7.79443508e-01 -9.02265293e-02 6.52364206e-01 -8.32891401e-02
-6.98648191e-02 8.26503941e-02]
[ -2.99872693e-01 -4.47092397e-01 5.43284789e-02 -5.09582093e-02
9.20105088e-01 1.42918490e-01 4.60613779e-01 4.72189163e-02
-9.14067972e-02 -1.39521616e-01]
[ -2.08655094e-01 -3.33151174e-01 2.50914446e-01 -2.44188117e-01
6.69041846e-01 -4.42780869e-02 7.16112850e-01 1.28551649e-02
-2.58465249e-01 -2.86163753e-02]
[ -1.34181108e-01 -2.38179546e-01 -1.82215638e-01 -1.04895328e-01
4.97339449e-01 -2.29152430e-01 1.93038228e-01 1.68493488e-01
-1.17721053e-02 -1.22107209e-01]
[ 9.59012844e-02 2.24592336e-01 1.57582059e-01 -1.13232933e-01
-3.43168153e-02 5.65488782e-02 -1.23713949e-01 2.81013087e-01
5.83614993e-02 1.61171016e-01]
[ 3.55532921e-01 3.47986886e-01 -7.97316201e-02 3.18810799e-01
-9.04577441e-01 -2.89498365e-01 -4.92811132e-01 1.77927106e-01
3.91803301e-01 -1.93727200e-02]
[ 4.77715172e-02 1.30096394e-01 2.53534544e-01 2.48873918e-01
-6.02834703e-02 -1.96448544e-01 -1.78230757e-01 -1.32956793e-01
-1.38852014e-01 -2.89077485e-01]
[ 2.20347609e-02 -7.29673604e-02 -1.19552930e-01 -5.66019673e-02
2.25288319e-01 4.05160720e-02 -4.03431491e-03 -1.85053701e-01
3.13853377e-02 2.04329825e-01]
[ 9.96223298e-04 -5.05308202e-02 -6.71831458e-02 -5.19793263e-02
-2.64125921e-02 -1.77767234e-01 8.23835969e-02 9.82983099e-03
3.61375810e-02 3.25405398e-03]
[ 2.97621140e-02 8.55554316e-02 2.43976043e-01 7.42606190e-02
-2.33328096e-01 -1.36144411e-01 9.84479676e-02 3.94404574e-02
-1.85628052e-01 1.06213893e-01]
[ 7.35553610e-02 4.23799958e-02 1.07624691e-01 7.88313525e-03
-2.41894678e-01 6.78143150e-02 5.21787830e-02 -2.71011944e-01
-1.72062314e-02 -8.78253878e-02]
[ -8.24831623e-03 1.05928849e-01 8.53071363e-02 -2.82908187e-02
-6.08571518e-02 1.79248497e-01 8.52080291e-02 1.18391804e-01
-2.00738893e-02 1.73782718e-01]
[ 2.24681379e-01 8.62066649e-02 2.97450182e-02 8.43769066e-02
1.52797027e-02 -2.49599508e-02 -1.85086350e-01 1.48658924e-01
-5.16924764e-02 -1.63913335e-02]
[ 4.57800157e-02 1.62124543e-02 1.80266616e-02 4.46087464e-02
-4.30894248e-01 -1.24167748e-01 -2.21133578e-01 4.12785634e-02
1.21361299e-01 1.95366133e-01]
[ 6.02964626e-02 5.22623748e-01 1.28493574e-01 4.38486159e-01
-1.22003454e+00 -3.06837696e-01 -6.03016196e-01 -7.07160772e-02
3.02324322e-01 3.47494687e-01]
[ 1.80662965e-01 5.05717347e-01 6.80303205e-02 4.33195496e-01
-9.92542342e-01 -8.45056610e-02 -4.44432609e-01 1.51430556e-01
2.15499561e-01 4.83509764e-01]
[ 2.55821725e-01 3.26890059e-01 2.47965920e-01 1.54264606e-01
-4.76229624e-01 7.87554612e-02 -2.32911454e-01 1.62935866e-01
2.44687639e-01 8.47549915e-02]
[ -7.48571583e-02 2.26021597e-01 2.40824056e-01 1.51945866e-02
-4.37576326e-02 1.31057675e-01 -1.04453200e-01 -1.53613326e-02
-3.35788339e-02 4.88201822e-02]
[ -1.02023999e-01 -3.86232860e-03 2.33575244e-02 8.90712352e-02
-4.63790842e-02 1.16943412e-01 2.50477380e-01 1.96058879e-02
-2.78002236e-01 -9.74292624e-02]
[ -2.21673572e-01 -3.36283415e-02 -9.39072966e-02 -3.44722567e-01
1.84257210e-01 1.19362224e-01 1.08659377e-01 1.03302697e-01
-2.07358055e-01 3.20970177e-02]
[ 1.00775833e-02 -4.06352052e-01 -1.27762239e-01 -1.61328893e-01
3.72029087e-01 2.54525570e-02 1.93108039e-01 1.52411593e-01
-1.65370044e-01 -2.22313058e-01]
[ 1.11152556e-01 -2.38779266e-01 -1.56199609e-01 -2.31800149e-02
-1.09997717e-02 -4.64490846e-02 1.03234179e-01 -1.54200511e-01
1.13701129e-01 -1.58673678e-01]
[ -1.09530298e-01 6.17097974e-02 2.67302961e-01 5.44947147e-03
1.32820736e-01 7.69872674e-02 4.28996414e-02 -2.96421459e-01
-1.02856440e-01 -4.78362075e-02]
[ -3.45915374e-01 1.19582103e-02 1.54914295e-02 -2.24923444e-02
1.54751596e-01 -1.75830478e-01 1.71655466e-02 2.34487408e-01
-8.23462348e-02 7.83263188e-02]
[ 1.45988495e-01 2.20156590e-03 -2.33177789e-01 -7.83754327e-02
1.10829942e-01 -2.99760152e-01 8.23875956e-02 -1.67099852e-01
3.79857594e-03 -1.84814507e-01]
[ 2.13094558e-01 -1.94530023e-01 6.53045958e-02 -2.02497990e-02
9.35501265e-02 -3.75916206e-02 4.91124122e-02 -1.36610485e-01
1.15094089e-01 -1.75986048e-01]
[ -1.06662078e-01 -8.60187643e-02 1.20878523e-01 1.07161125e-01
4.18347161e-02 -1.13692315e-01 2.64642735e-01 -7.83148840e-02
1.81214783e-01 -5.40174758e-03]
[ -2.43778774e-02 -2.09077181e-01 1.90405389e-01 -2.78799806e-01
-1.26532207e-01 1.24898505e-01 1.01558875e-01 -1.20389827e-01
2.63327791e-03 1.97374963e-01]]
[[ 0.64004105]
[ 1.71885692]
[ 0.26341387]
[ 0.89846594]
[-2.73313812]
[-0.26191486]
[-1.70938831]
[ 0.07581036]
[ 0.71335563]
[ 0.89851683]]
Progress: 41.4% ... Training loss: 0.274 ... Validation loss: 0.440[[ 1.63263619e-01 2.40216906e-01 -1.04163632e-01 1.09904277e-01
-5.19034799e-01 -7.15712691e-02 -7.43123592e-02 1.21228919e-01
-5.49885666e-02 1.97187515e-01]
[ 1.72717049e-02 1.53764735e-01 -1.79369504e-02 5.12489495e-02
6.87935005e-02 -8.33035072e-03 3.09993269e-01 4.15935063e-02
1.45941948e-01 -2.32684403e-02]
[ 1.91028075e-01 7.70316380e-01 9.79023122e-03 -5.38659151e-02
6.65518556e-01 -1.98274821e-02 -8.81034692e-01 -4.14518405e-02
4.82697342e-02 2.79148246e-01]
[ 3.91773277e-02 -3.83753645e-01 -2.00254782e-01 1.64015945e-01
8.65864024e-04 1.32954526e-01 2.15405293e-01 6.31231180e-02
1.14253824e-01 2.72960230e-01]
[ -2.11004776e-02 9.14164436e-02 -1.49201128e-01 4.17021835e-02
-5.73069603e-02 -1.80825469e-01 6.28748381e-02 -1.18046067e-01
-1.93921709e-01 -4.54187809e-02]
[ -3.94168146e-01 -6.60699795e-01 -3.00308151e-01 1.53338854e-01
-9.36950776e-02 4.18655964e-02 3.61448990e-01 -3.90270170e-02
-2.83014947e-02 -2.79179899e-02]
[ -6.30709299e-04 -2.28566034e-01 1.11442208e-02 9.69168692e-02
-2.88291050e-02 -7.31948470e-02 1.76430340e-01 -1.90576157e-01
2.02222510e-01 4.14980834e-02]
[ 1.07092309e-01 -2.63956334e-01 3.18612483e-02 -7.71351808e-02
3.37252668e-02 -4.71384218e-02 8.50191886e-02 1.18228922e-01
7.60857221e-02 -2.68312604e-02]
[ -1.79214180e-01 -1.67569530e-01 -3.04203744e-01 -2.52069526e-02
-1.39120619e-02 7.02481934e-02 -1.12809952e-01 -2.97904726e-02
2.61702358e-01 -1.37483629e-01]
[ 3.52616795e-02 -4.28256019e-01 7.98551841e-02 7.10028535e-04
-1.43420617e-01 -1.11613745e-01 2.26119644e-01 -1.08108024e-01
3.22112877e-03 7.66371601e-02]
[ -8.51846893e-02 -9.89606653e-02 2.06720817e-03 -1.39418106e-01
-5.25652459e-02 1.53233338e-02 2.19492972e-01 -1.02775237e-01
-8.31166896e-03 -1.21693799e-01]
[ -1.22063225e-01 -1.95870523e-01 -7.01835242e-02 5.19690756e-03
3.56898969e-01 1.00368162e-01 1.49103905e-01 -1.61629626e-02
-1.68239258e-01 -2.11778168e-01]
[ -1.58091168e-01 2.91093349e-03 6.13786151e-02 2.01911800e-02
-1.69852711e-01 -2.19190235e-01 -1.75706676e-01 -1.97170577e-01
8.54595130e-02 1.72236365e-01]
[ -2.75040021e-01 -3.36938719e-01 9.83609427e-02 2.25441535e-01
-1.32330683e-01 -6.78269361e-02 8.63705994e-02 -2.59904062e-01
-2.63841858e-01 -7.68439071e-02]
[ 9.95945262e-02 -1.97504346e-01 -2.31167085e-02 1.15230222e-01
-5.25732022e-02 -8.77530420e-02 2.48864465e-01 2.59374939e-03
2.41459933e-02 6.78470507e-04]
[ 3.71529223e-02 -1.11062225e-01 -2.10424383e-01 1.52258047e-01
-6.62016115e-02 8.23541146e-02 -2.99665066e-02 -1.98757984e-02
-8.82896539e-02 -3.36602597e-03]
[ -1.15114251e-01 -7.39411443e-02 -1.99732745e-01 1.65300509e-01
-1.53438260e-02 1.31578412e-01 2.51853174e-03 -2.49868921e-01
7.87387561e-02 -1.88386980e-01]
[ -6.66877616e-02 -4.72711273e-02 2.76258040e-01 1.02757603e-01
1.12454198e-01 -6.21289965e-02 -1.18129670e-01 1.20817836e-01
7.74058096e-02 3.96017767e-02]
[ 6.41454821e-02 -9.00613554e-03 9.00317163e-02 9.63961204e-02
1.81300632e-02 -1.89888493e-02 2.03224242e-01 1.20858030e-01
-2.08989437e-02 -5.20334204e-02]
[ 7.84695156e-03 -1.48322551e-01 -2.92617034e-01 -5.43295251e-02
1.33707579e-01 -9.18778691e-02 1.43719497e-01 1.62809160e-01
1.06012573e-01 -3.21030518e-02]
[ 4.54734638e-02 -4.01264141e-02 -1.17427843e-01 4.09125661e-02
-9.72060968e-02 3.22425022e-01 2.79672075e-01 2.04182762e-01
-1.62731103e-01 -6.43479769e-02]
[ 6.27719121e-03 1.86525800e-03 1.24637039e-01 1.12653362e-01
-1.11371859e-02 1.03485923e-01 -1.17400640e-01 -4.12733315e-02
2.20132511e-01 8.60130357e-02]
[ 1.14189297e-01 8.25004884e-02 -4.32055171e-02 -9.21521986e-02
-1.10974484e-01 -3.31585403e-01 1.14421710e-01 8.96967172e-03
1.47793562e-01 9.47826383e-02]
[ -1.03938829e-01 -4.36727990e-02 -1.65020718e-02 2.00339230e-02
-1.38970562e-03 -2.03572760e-01 -6.06594025e-02 -2.02687541e-02
1.50339696e-02 1.24479526e-01]
[ -1.60873015e-01 -1.23501547e-01 -2.03662296e-01 -2.20132740e-02
-2.82666292e-01 8.82753566e-04 5.35404960e-02 -2.54596323e-02
-1.08689553e-02 4.04202275e-02]
[ -3.15030634e-02 -1.24921731e-01 -7.52750228e-02 -1.27347184e-01
5.30643867e-01 2.75979474e-01 5.93657743e-01 1.12968250e-01
-1.82227702e-01 -3.79781831e-01]
[ -1.82584351e-02 -4.30856958e-01 -3.10758969e-02 -7.42970782e-02
6.63158003e-01 1.00893507e-01 5.59703211e-01 9.12762362e-02
2.89093362e-02 -3.88575099e-01]
[ 9.35128820e-03 -4.86951698e-01 -4.42014873e-02 -1.08905008e-01
6.80713585e-01 2.37461779e-02 5.27626069e-01 4.84418790e-02
-3.65742549e-01 -2.21822638e-01]
[ -1.75026203e-01 -6.29497929e-01 -1.09990768e-02 -2.07349922e-01
7.82205973e-01 -8.99275153e-02 6.54052281e-01 -8.33783479e-02
-7.07149153e-02 8.16479697e-02]
[ -2.99967962e-01 -4.47693572e-01 5.43090679e-02 -5.10122997e-02
9.19811822e-01 1.42938539e-01 4.61137137e-01 4.72127399e-02
-9.14560650e-02 -1.39580273e-01]
[ -2.08583300e-01 -3.33090636e-01 2.50947162e-01 -2.44076625e-01
6.68724386e-01 -4.43080424e-02 7.16067652e-01 1.28644016e-02
-2.58380476e-01 -2.85213999e-02]
[ -1.34238242e-01 -2.38231126e-01 -1.82244817e-01 -1.04972057e-01
4.97578234e-01 -2.29128364e-01 1.93177929e-01 1.68486536e-01
-1.18306588e-02 -1.22171582e-01]
[ 9.58294647e-02 2.24411798e-01 1.57553500e-01 -1.13324282e-01
-3.44101073e-02 5.65788162e-02 -1.23567514e-01 2.81005430e-01
5.82958312e-02 1.61078128e-01]
[ 3.55353424e-01 3.46645841e-01 -7.98852911e-02 3.18255720e-01
-9.02675721e-01 -2.89386086e-01 -4.91937076e-01 1.77894180e-01
3.91579041e-01 -1.97387842e-02]
[ 4.77682718e-02 1.29616979e-01 2.53558143e-01 2.48883672e-01
-6.01449603e-02 -1.96461303e-01 -1.77940716e-01 -1.32952212e-01
-1.38812595e-01 -2.89065360e-01]
[ 2.22207784e-02 -7.25172409e-02 -1.19475898e-01 -5.63467378e-02
2.24489417e-01 4.04396905e-02 -4.51442442e-03 -1.85032349e-01
3.15918330e-02 2.04582997e-01]
[ 1.43648112e-03 -4.94439895e-02 -6.70193064e-02 -5.14164941e-02
-2.85073391e-02 -1.77920064e-01 8.11048743e-02 9.87679516e-03
3.65990277e-02 3.78065305e-03]
[ 3.04936120e-02 8.77217771e-02 2.44294383e-01 7.53667225e-02
-2.36643342e-01 -1.36473823e-01 9.63784690e-02 3.95362535e-02
-1.84785128e-01 1.07314438e-01]
[ 7.31131314e-02 4.14810553e-02 1.07435246e-01 7.24548657e-03
-2.40143704e-01 6.79978349e-02 5.30974898e-02 -2.71062202e-01
-1.77128684e-02 -8.84321553e-02]
[ -9.01900098e-03 1.03981752e-01 8.49855536e-02 -2.93770379e-02
-5.78003538e-02 1.79572854e-01 8.71284750e-02 1.18299694e-01
-2.09341675e-02 1.72717554e-01]
[ 2.24135907e-01 8.51394141e-02 2.95128689e-02 8.35853844e-02
1.73166776e-02 -2.47443706e-02 -1.84089970e-01 1.48593388e-01
-5.23269776e-02 -1.71752853e-02]
[ 4.50101876e-02 1.46551809e-02 1.76794286e-02 4.34357300e-02
-4.28223660e-01 -1.23865654e-01 -2.19321692e-01 4.11853109e-02
1.20459306e-01 1.94203818e-01]
[ 6.00727726e-02 5.21805479e-01 1.28419250e-01 4.38241144e-01
-1.21947396e+00 -3.06745220e-01 -6.02310693e-01 -7.07353532e-02
3.02193466e-01 3.47248524e-01]
[ 1.80023255e-01 5.04061505e-01 6.77531919e-02 4.32266044e-01
-9.90355199e-01 -8.42327075e-02 -4.42846483e-01 1.51350329e-01
2.14751493e-01 4.82623013e-01]
[ 2.55962550e-01 3.27508342e-01 2.48054155e-01 1.54588761e-01
-4.77352163e-01 7.86698089e-02 -2.33551425e-01 1.62960468e-01
2.44925534e-01 8.50467960e-02]
[ -7.52025859e-02 2.25049005e-01 2.40697239e-01 1.47824750e-02
-4.23374474e-02 1.31193792e-01 -1.03604139e-01 -1.54005751e-02
-3.39441115e-02 4.84120563e-02]
[ -1.02088475e-01 -3.99316612e-03 2.33323999e-02 8.89782834e-02
-4.61735044e-02 1.16969458e-01 2.50536799e-01 1.95991831e-02
-2.78055541e-01 -9.74761000e-02]
[ -2.22266544e-01 -3.50668574e-02 -9.41539370e-02 -3.45534905e-01
1.86719044e-01 1.19590643e-01 1.10127401e-01 1.03233015e-01
-2.07999623e-01 3.14066885e-02]
[ 1.01905952e-02 -4.06173657e-01 -1.27709945e-01 -1.61139679e-01
3.71311383e-01 2.53958138e-02 1.92950574e-01 1.52427866e-01
-1.65230718e-01 -2.22145926e-01]
[ 1.10629133e-01 -2.40120913e-01 -1.56471225e-01 -2.39964738e-02
-9.37378597e-03 -4.62049500e-02 1.04081038e-01 -1.54272024e-01
1.13209874e-01 -1.59470428e-01]
[ -1.10083832e-01 5.97525834e-02 2.67082868e-01 4.71862540e-03
1.34738121e-01 7.71712910e-02 4.48625796e-02 -2.96473536e-01
-1.03427752e-01 -4.85920943e-02]
[ -3.46303430e-01 1.10021996e-02 1.53364087e-02 -2.30041021e-02
1.55958820e-01 -1.75705685e-01 1.79607443e-02 2.34446491e-01
-8.27400881e-02 7.78692470e-02]
[ 1.46507462e-01 3.29376449e-03 -2.32926285e-01 -7.75062766e-02
1.08890974e-01 -2.99981937e-01 8.12793782e-02 -1.67029292e-01
4.45614785e-03 -1.83960866e-01]
[ 2.12113259e-01 -1.96997754e-01 6.48947479e-02 -2.16757413e-02
9.74542537e-02 -3.71823754e-02 5.16508755e-02 -1.36730444e-01
1.14024904e-01 -1.77370554e-01]
[ -1.06915129e-01 -8.68351906e-02 1.20759946e-01 1.06702950e-01
4.45229469e-02 -1.13610131e-01 2.65106558e-01 -7.83385398e-02
1.80832007e-01 -5.69880363e-03]
[ -2.62835811e-02 -2.13437793e-01 1.89618380e-01 -2.81497340e-01
-1.22367647e-01 1.25687112e-01 1.05980804e-01 -1.20619218e-01
5.69299574e-04 1.94852069e-01]]
[[ 0.62504422]
[ 1.70509784]
[ 0.24871945]
[ 0.88600858]
[-2.74673631]
[-0.27350899]
[-1.71875508]
[ 0.06444562]
[ 0.6988458 ]
[ 0.88247499]]
Progress: 41.4% ... Training loss: 0.270 ... Validation loss: 0.444[[ 1.62222945e-01 2.37163183e-01 -1.04552832e-01 1.08533966e-01
-5.15463837e-01 -7.11573771e-02 -7.14888922e-02 1.21124622e-01
-5.60818404e-02 1.96052833e-01]
[ 1.74557824e-02 1.54107098e-01 -1.78623158e-02 5.15400032e-02
6.83180608e-02 -8.41642000e-03 3.09616337e-01 4.16147788e-02
1.46134885e-01 -2.30062059e-02]
[ 1.91415071e-01 7.71290024e-01 9.95370226e-03 -5.33307749e-02
6.63644401e-01 -1.99641519e-02 -8.82235562e-01 -4.14047243e-02
4.87210015e-02 2.79983722e-01]
[ 3.86757523e-02 -3.85885032e-01 -2.00514783e-01 1.63257023e-01
5.61999435e-03 1.33227627e-01 2.17459972e-01 6.30664147e-02
1.13655451e-01 2.72259571e-01]
[ -2.17781064e-02 8.88782394e-02 -1.49408499e-01 4.10091060e-02
-5.66406444e-02 -1.80645506e-01 6.54445511e-02 -1.18097408e-01
-1.94648662e-01 -4.58106475e-02]
[ -3.93430538e-01 -6.59863386e-01 -2.99991302e-01 1.54498696e-01
-9.68446626e-02 4.14840425e-02 3.60235527e-01 -3.89402889e-02
-2.74137410e-02 -2.67201662e-02]
[ -1.95613943e-03 -2.32486238e-01 1.05753600e-02 9.49708690e-02
-2.44672462e-02 -7.26195759e-02 1.80107784e-01 -1.90717898e-01
2.00658992e-01 3.95586862e-02]
[ 1.08673840e-01 -2.60695476e-01 3.25282829e-02 -7.48178230e-02
2.82121180e-02 -4.78404272e-02 8.14869054e-02 1.18397343e-01
7.78628723e-02 -2.42395706e-02]
[ -1.79426143e-01 -1.68139151e-01 -3.04275226e-01 -2.55364418e-02
-1.31340607e-02 7.03431251e-02 -1.12261145e-01 -2.98131192e-02
2.61525694e-01 -1.37787183e-01]
[ 3.69492722e-02 -4.25484877e-01 8.05907448e-02 3.19193957e-03
-1.50260805e-01 -1.12425615e-01 2.22465322e-01 -1.07923123e-01
5.17271082e-03 7.92446059e-02]
[ -8.56763182e-02 -1.00826261e-01 1.84212905e-03 -1.40176486e-01
-5.12219344e-02 1.55375293e-02 2.21419757e-01 -1.02826904e-01
-8.89037667e-03 -1.22210911e-01]
[ -1.22477443e-01 -1.97168629e-01 -7.03504651e-02 4.67508668e-03
3.58872971e-01 1.00552479e-01 1.50311947e-01 -1.62054340e-02
-1.68687411e-01 -2.12321941e-01]
[ -1.58091168e-01 2.91093349e-03 6.13786151e-02 2.01911800e-02
-1.69852711e-01 -2.19190235e-01 -1.75706676e-01 -1.97170577e-01
8.54595130e-02 1.72236365e-01]
[ -2.74673941e-01 -3.36366918e-01 9.85303745e-02 2.26071309e-01
-1.33769236e-01 -6.80289290e-02 8.57690339e-02 -2.59859038e-01
-2.63398435e-01 -7.62113649e-02]
[ 9.97123204e-02 -1.97573432e-01 -2.30739971e-02 1.15384887e-01
-5.29074090e-02 -8.78000625e-02 2.48788493e-01 2.60595052e-03
2.42695679e-02 8.44399179e-04]
[ 3.72405811e-02 -1.11245849e-01 -2.10384432e-01 1.52388408e-01
-6.69229046e-02 8.22907599e-02 -3.00391753e-02 -1.98640469e-02
-8.81585353e-02 -3.19154050e-03]
[ -1.15688819e-01 -7.55354787e-02 -1.99971145e-01 1.64496068e-01
-1.33669128e-02 1.31807779e-01 4.10789496e-03 -2.49927240e-01
7.80768625e-02 -1.89241885e-01]
[ -6.63956174e-02 -4.66310572e-02 2.76371895e-01 1.03168202e-01
1.11257523e-01 -6.22535326e-02 -1.18839563e-01 1.20847590e-01
7.77166664e-02 4.00015936e-02]
[ 6.36112411e-02 -1.05632695e-02 8.98199127e-02 9.56489929e-02
1.93419528e-02 -1.87428332e-02 2.04659216e-01 1.20801820e-01
-2.14810125e-02 -5.27309921e-02]
[ 9.13806437e-03 -1.45211859e-01 -2.92102196e-01 -5.25192546e-02
1.29686847e-01 -9.24480660e-02 1.40354152e-01 1.62945448e-01
1.07446206e-01 -3.02329161e-02]
[ 4.60613646e-02 -3.93565905e-02 -1.17188614e-01 4.17377889e-02
-9.97931842e-02 3.22175785e-01 2.78935988e-01 2.04241918e-01
-1.62101387e-01 -6.33329550e-02]
[ 5.61093656e-03 2.95172882e-04 1.24377187e-01 1.11734630e-01
-8.19289847e-03 1.03770750e-01 -1.15872092e-01 -4.13420004e-02
2.19373489e-01 8.51161808e-02]
[ 1.13717577e-01 8.12277444e-02 -4.33949101e-02 -9.28391887e-02
-1.08968213e-01 -3.31375064e-01 1.15744293e-01 8.91934351e-03
1.47333916e-01 9.41037662e-02]
[ -1.03648970e-01 -4.29017476e-02 -1.63799659e-02 2.04387058e-02
-2.68477807e-03 -2.03704245e-01 -6.15126671e-02 -2.02375041e-02
1.53680341e-02 1.24903562e-01]
[ -1.60877034e-01 -1.23510535e-01 -2.03661430e-01 -2.20199465e-02
-2.82734907e-01 8.86671471e-04 5.35603280e-02 -2.54607680e-02
-1.08879896e-02 4.04130257e-02]
[ -3.12470454e-02 -1.24421545e-01 -7.51771977e-02 -1.26968553e-01
5.29509829e-01 2.75865620e-01 5.93139749e-01 1.12995439e-01
-1.81936584e-01 -3.79414274e-01]
[ -1.75365952e-02 -4.29472762e-01 -3.07884213e-02 -7.32532884e-02
6.60821434e-01 1.00566554e-01 5.58008060e-01 9.13525181e-02
2.96783010e-02 -3.87531773e-01]
[ 9.39223796e-03 -4.87250318e-01 -4.41780721e-02 -1.08826825e-01
6.80588849e-01 2.37196200e-02 5.27893709e-01 4.84470704e-02
-3.65707674e-01 -2.21754388e-01]
[ -1.74778525e-01 -6.29286414e-01 -1.09024183e-02 -2.06986862e-01
7.81305375e-01 -9.00379489e-02 6.53770214e-01 -8.33534447e-02
-7.04316302e-02 8.19870832e-02]
[ -3.00158022e-01 -4.48036360e-01 5.42325394e-02 -5.12877655e-02
9.20713732e-01 1.43025509e-01 4.61519855e-01 4.71922195e-02
-9.16744115e-02 -1.39850072e-01]
[ -2.08368701e-01 -3.32585661e-01 2.51033582e-01 -2.43776019e-01
6.68128657e-01 -4.44034594e-02 7.15413230e-01 1.28868189e-02
-2.58141423e-01 -2.82209312e-02]
[ -1.34411693e-01 -2.38586173e-01 -1.82308575e-01 -1.05207469e-01
4.98334092e-01 -2.29055480e-01 1.93595633e-01 1.68469595e-01
-1.20143466e-02 -1.22363251e-01]
[ 9.60642929e-02 2.24983577e-01 1.57652033e-01 -1.12974514e-01
-3.54087933e-02 5.64687123e-02 -1.24152840e-01 2.81030708e-01
5.85658732e-02 1.61421474e-01]
[ 3.54916164e-01 3.45260485e-01 -8.00769214e-02 3.17591718e-01
-9.01250286e-01 -2.89179588e-01 -4.90533388e-01 1.77845216e-01
3.91082303e-01 -2.03676188e-02]
[ 4.79780404e-02 1.30085265e-01 2.53635739e-01 2.49153339e-01
-6.09101270e-02 -1.96543434e-01 -1.78503180e-01 -1.32932343e-01
-1.38576394e-01 -2.88782726e-01]
[ 2.21729833e-02 -7.26087114e-02 -1.19511716e-01 -5.64549693e-02
2.24448820e-01 4.04678156e-02 -4.50226936e-03 -1.85040554e-01
3.15101452e-02 2.04494761e-01]
[ 1.14762483e-03 -5.02737719e-02 -6.71370160e-02 -5.18430593e-02
-2.72340962e-02 -1.77794545e-01 8.19109949e-02 9.84614313e-03
3.62676475e-02 3.35759426e-03]
[ 3.03990861e-02 8.75084602e-02 2.44267311e-01 7.52191982e-02
-2.36292134e-01 -1.36434864e-01 9.65236647e-02 3.95262780e-02
-1.84907755e-01 1.07180957e-01]
[ 7.33582808e-02 4.18231349e-02 1.07568579e-01 7.75181953e-03
-2.41679498e-01 6.78683418e-02 5.26148082e-02 -2.71030209e-01
-1.73482108e-02 -8.79190350e-02]
[ -9.58376029e-03 1.02710435e-01 8.47722001e-02 -3.01747435e-02
-5.51087395e-02 1.79816337e-01 8.84786176e-02 1.18243335e-01
-2.15940621e-02 1.72021663e-01]
[ 2.25051318e-01 8.72601181e-02 2.98706295e-02 8.48562377e-02
1.37011673e-02 -2.51388666e-02 -1.86276425e-01 1.48684895e-01
-5.13245422e-02 -1.58706589e-02]
[ 4.51291111e-02 1.47208177e-02 1.77303432e-02 4.35884879e-02
-4.28481811e-01 -1.23922137e-01 -2.19402546e-01 4.11987781e-02
1.20595578e-01 1.94359321e-01]
[ 5.94958429e-02 5.20196749e-01 1.28187266e-01 4.37460149e-01
-1.21790467e+00 -3.06523677e-01 -6.00688451e-01 -7.07910816e-02
3.01533006e-01 3.46405800e-01]
[ 1.79550058e-01 5.02584824e-01 6.75621076e-02 4.31576243e-01
-9.88726512e-01 -8.40245206e-02 -4.41383923e-01 1.51302449e-01
2.14212605e-01 4.82090102e-01]
[ 2.55652930e-01 3.26667250e-01 2.47932162e-01 1.54149903e-01
-4.76137668e-01 7.88116243e-02 -2.32678090e-01 1.62928332e-01
2.44657750e-01 8.46168403e-02]
[ -7.49027110e-02 2.25924256e-01 2.40829878e-01 1.52686619e-02
-4.37626699e-02 1.31042572e-01 -1.04473266e-01 -1.53648017e-02
-3.35812291e-02 4.88797601e-02]
[ -1.02029293e-01 -3.77572137e-03 2.33552094e-02 8.90620721e-02
-4.64468203e-02 1.16947030e-01 2.50340154e-01 1.96049726e-02
-2.77994560e-01 -9.74038024e-02]
[ -2.21882861e-01 -3.41114831e-02 -9.40069851e-02 -3.45034504e-01
1.85292430e-01 1.19419860e-01 1.09087017e-01 1.03273255e-01
-2.07561775e-01 3.19407499e-02]
[ 1.01808911e-02 -4.06069442e-01 -1.27707807e-01 -1.61157435e-01
3.71407496e-01 2.53988269e-02 1.92841150e-01 1.52426089e-01
-1.65233119e-01 -2.22154816e-01]
[ 1.12568038e-01 -2.35999215e-01 -1.55675330e-01 -2.10685192e-02
-1.75259753e-02 -4.70870547e-02 9.96070253e-02 -1.54060517e-01
1.15499493e-01 -1.56545857e-01]
[ -1.10455677e-01 5.87608706e-02 2.66963666e-01 4.19723956e-03
1.36531138e-01 7.73239286e-02 4.57593421e-02 -2.96507425e-01
-1.03845781e-01 -4.91254740e-02]
[ -3.45885776e-01 1.13783373e-02 1.55168451e-02 -2.22935622e-02
1.54080496e-01 -1.75949001e-01 1.71989397e-02 2.34496660e-01
-8.22208832e-02 7.86495733e-02]
[ 1.45985984e-01 1.88790472e-03 -2.33116561e-01 -7.82390359e-02
1.10894875e-01 -2.99769944e-01 8.26557910e-02 -1.67081081e-01
3.86424813e-03 -1.84667800e-01]
[ 2.11714470e-01 -1.98130252e-01 6.46986846e-02 -2.23663122e-02
9.92196013e-02 -3.69745973e-02 5.26373053e-02 -1.36777851e-01
1.13518876e-01 -1.78055413e-01]
[ -1.06851144e-01 -8.67925909e-02 1.20782069e-01 1.06793890e-01
4.43125315e-02 -1.13643941e-01 2.64960046e-01 -7.83304588e-02
1.80903486e-01 -5.63803622e-03]
[ -2.66302677e-02 -2.14840717e-01 1.89469009e-01 -2.82080348e-01
-1.21211858e-01 1.25860578e-01 1.07584034e-01 -1.20665127e-01
1.29675010e-04 1.94558138e-01]]
[[ 0.62707103]
[ 1.70422766]
[ 0.2509432 ]
[ 0.88711587]
[-2.73957158]
[-0.2703343 ]
[-1.71352667]
[ 0.06821921]
[ 0.70019525]
[ 0.88352454]]
Progress: 41.5% ... Training loss: 0.270 ... Validation loss: 0.444[[ 1.61800429e-01 2.34287730e-01 -1.04875580e-01 1.07359386e-01
-5.10471577e-01 -7.08262214e-02 -6.97368596e-02 1.21034642e-01
-5.67248334e-02 1.94972688e-01]
[ 1.76637214e-02 1.54544530e-01 -1.77774306e-02 5.18394180e-02
6.77577112e-02 -8.50656455e-03 3.09119863e-01 4.16376736e-02
1.46365757e-01 -2.27135806e-02]
[ 1.87388894e-01 7.62635404e-01 8.06782032e-03 -5.99092196e-02
6.80777136e-01 -1.80182136e-02 -8.74098650e-01 -4.19142370e-02
4.39860545e-02 2.73621886e-01]
[ 4.25055700e-02 -3.78528525e-01 -1.98917501e-01 1.69174451e-01
-1.09967536e-02 1.31535145e-01 2.09423563e-01 6.35067897e-02
1.17996934e-01 2.77891230e-01]
[ -2.34647457e-02 9.02712179e-02 -1.49763779e-01 3.96705255e-02
-5.53487097e-02 -1.80125522e-01 6.69725233e-02 -1.18218294e-01
-1.96306497e-01 -4.77015542e-02]
[ -3.92385264e-01 -6.58627208e-01 -2.99597059e-01 1.55922810e-01
-9.97759217e-02 4.10365690e-02 3.58570299e-01 -3.88317508e-02
-2.62950107e-02 -2.53517957e-02]
[ -1.18368483e-03 -2.30663804e-01 1.09171931e-02 9.61667639e-02
-2.84354193e-02 -7.29721712e-02 1.78143882e-01 -1.90626948e-01
2.01505576e-01 4.05579220e-02]
[ 1.06050425e-01 -2.68029812e-01 3.13172880e-02 -7.91051060e-02
3.99356349e-02 -4.65687535e-02 8.78139411e-02 1.18059773e-01
7.47291840e-02 -2.84962818e-02]
[ -1.79093758e-01 -1.67762521e-01 -3.04123764e-01 -2.49798796e-02
-1.54200812e-02 7.01745370e-02 -1.13006571e-01 -2.97730133e-02
2.61968658e-01 -1.37256667e-01]
[ 3.65277173e-02 -4.28470623e-01 8.02641280e-02 1.96625675e-03
-1.46902981e-01 -1.12122981e-01 2.23986986e-01 -1.08019908e-01
4.43151532e-03 7.79893953e-02]
[ -8.52367452e-02 -1.00727034e-01 1.99190877e-03 -1.39526594e-01
-5.34701406e-02 1.53302342e-02 2.20715333e-01 -1.02778806e-01
-8.36412301e-03 -1.21610159e-01]
[ -1.22968763e-01 -1.98181201e-01 -7.04970845e-02 4.14016596e-03
3.60301418e-01 1.00760157e-01 1.51447186e-01 -1.62547240e-02
-1.69197879e-01 -2.13026070e-01]
[ -1.58091168e-01 2.91093349e-03 6.13786151e-02 2.01911800e-02
-1.69852711e-01 -2.19190235e-01 -1.75706676e-01 -1.97170577e-01
8.54595130e-02 1.72236365e-01]
[ -2.74777281e-01 -3.36351369e-01 9.85024171e-02 2.26006512e-01
-1.33608397e-01 -6.79719389e-02 8.58343899e-02 -2.59872301e-01
-2.63547577e-01 -7.64177117e-02]
[ 1.00390976e-01 -1.97123153e-01 -2.27982388e-02 1.16259754e-01
-5.43051613e-02 -8.81105500e-02 2.48052353e-01 2.68036421e-03
2.50180656e-02 1.77544376e-03]
[ 3.77744036e-02 -1.10256541e-01 -2.10218135e-01 1.53095958e-01
-6.92098596e-02 8.20663326e-02 -3.13843016e-02 -1.98088863e-02
-8.75706710e-02 -2.51188384e-03]
[ -1.15708963e-01 -7.57808060e-02 -1.99946714e-01 1.64530884e-01
-1.35680646e-02 1.31811313e-01 4.31175963e-03 -2.49923742e-01
7.80459379e-02 -1.89300399e-01]
[ -6.55849824e-02 -4.47439116e-02 2.76708497e-01 1.04372591e-01
1.07719434e-01 -6.26096665e-02 -1.20799817e-01 1.20934251e-01
7.86362751e-02 4.11707419e-02]
[ 6.25579342e-02 -1.34968436e-02 8.93022206e-02 9.38120425e-02
2.43866046e-02 -1.82116751e-02 2.07202749e-01 1.20665319e-01
-2.28138754e-02 -5.45631953e-02]
[ 8.48088488e-03 -1.47199623e-01 -2.92416826e-01 -5.36357402e-02
1.32762131e-01 -9.21080017e-02 1.41747643e-01 1.62855239e-01
1.06678945e-01 -3.13036651e-02]
[ 4.57285420e-02 -3.99532355e-02 -1.17338937e-01 4.12346173e-02
-9.83914071e-02 3.22316540e-01 2.79609530e-01 2.04201498e-01
-1.62480009e-01 -6.38500542e-02]
[ 4.99526631e-03 -1.48153522e-03 1.24129771e-01 1.10837644e-01
-5.84543882e-03 1.04041019e-01 -1.14127132e-01 -4.14139669e-02
2.18663373e-01 8.42016892e-02]
[ 1.13267636e-01 8.03245862e-02 -4.35741109e-02 -9.34818041e-02
-1.07625060e-01 -3.31184905e-01 1.16701745e-01 8.87112435e-03
1.46871402e-01 9.34787937e-02]
[ -1.02624791e-01 -4.09679283e-02 -1.59568249e-02 2.19739775e-02
-6.95612177e-03 -2.04161713e-01 -6.38308932e-02 -2.01244490e-02
1.65269332e-02 1.26390492e-01]
[ -1.61165225e-01 -1.24242551e-01 -2.03773898e-01 -2.24265469e-02
-2.81874717e-01 1.00527501e-03 5.42903570e-02 -2.54909538e-02
-1.11968254e-02 4.00120346e-02]
[ -3.12205281e-02 -1.24549812e-01 -7.51750545e-02 -1.26951696e-01
5.29357412e-01 2.75864208e-01 5.93250091e-01 1.12996656e-01
-1.81931182e-01 -3.79407466e-01]
[ -1.78059983e-02 -4.30481085e-01 -3.08937341e-02 -7.36297636e-02
6.61789645e-01 1.00683153e-01 5.59044534e-01 9.13227005e-02
2.93842004e-02 -3.87906560e-01]
[ 9.69741015e-03 -4.86582776e-01 -4.40507097e-02 -1.08369445e-01
6.79605263e-01 2.35825687e-02 5.27243497e-01 4.84815221e-02
-3.65358765e-01 -2.21323448e-01]
[ -1.74552464e-01 -6.28957109e-01 -1.07987906e-02 -2.06624064e-01
7.80605704e-01 -9.01490946e-02 6.53349195e-01 -8.33265224e-02
-7.01528999e-02 8.23230900e-02]
[ -3.00055932e-01 -4.47906615e-01 5.42769665e-02 -5.11321681e-02
9.20229940e-01 1.42977875e-01 4.61366103e-01 4.72038685e-02
-9.15538822e-02 -1.39702128e-01]
[ -2.08223853e-01 -3.32287338e-01 2.51107260e-01 -2.43504327e-01
6.67450252e-01 -4.44878845e-02 7.15032004e-01 1.29072041e-02
-2.57918976e-01 -2.79351029e-02]
[ -1.34453343e-01 -2.38799381e-01 -1.82330578e-01 -1.05254803e-01
4.98547238e-01 -2.29045362e-01 1.93848517e-01 1.68465342e-01
-1.20595969e-02 -1.22411339e-01]
[ 9.71969779e-02 2.27035404e-01 1.58098607e-01 -1.11369132e-01
-3.98175729e-02 5.59753160e-02 -1.26642844e-01 2.81150738e-01
5.97430662e-02 1.62925134e-01]
[ 3.55178920e-01 3.44835840e-01 -8.00414452e-02 3.17650906e-01
-9.00224026e-01 -2.89217356e-01 -4.90719603e-01 1.77857701e-01
3.91284899e-01 -2.02552590e-02]
[ 4.78921242e-02 1.29841165e-01 2.53598583e-01 2.49022355e-01
-6.05541146e-02 -1.96504202e-01 -1.78267336e-01 -1.32942482e-01
-1.38676518e-01 -2.88916505e-01]
[ 2.20906491e-02 -7.29633930e-02 -1.19553104e-01 -5.65837751e-02
2.24684185e-01 4.05071340e-02 -4.28016314e-03 -1.85049316e-01
3.14090621e-02 2.04353691e-01]
[ 5.27240365e-04 -5.16594037e-02 -6.74098091e-02 -5.28182939e-02
-2.47619345e-02 -1.77528668e-01 8.31479188e-02 9.77155767e-03
3.55014024e-02 2.38706293e-03]
[ 2.99032600e-02 8.63949790e-02 2.44056720e-01 7.44662746e-02
-2.34470074e-01 -1.36219068e-01 9.74307016e-02 3.94683427e-02
-1.85492164e-01 1.06461287e-01]
[ 7.40703202e-02 4.33185902e-02 1.07797131e-01 8.64541092e-03
-2.44074805e-01 6.75885415e-02 5.09769958e-02 -2.70963095e-01
-1.65814813e-02 -8.70143527e-02]
[ -9.82358357e-03 1.02072759e-01 8.46803377e-02 -3.05050448e-02
-5.40658056e-02 1.79919455e-01 8.91316688e-02 1.18217765e-01
-2.18560838e-02 1.71710118e-01]
[ 2.24866208e-01 8.67614788e-02 2.97926491e-02 8.45766364e-02
1.43982764e-02 -2.50534773e-02 -1.85757392e-01 1.48663347e-01
-5.15399740e-02 -1.61392356e-02]
[ 4.47206687e-02 1.40254552e-02 1.76023648e-02 4.30781949e-02
-4.27043248e-01 -1.23737548e-01 -2.18634234e-01 4.11572915e-02
1.20130880e-01 1.93773004e-01]
[ 5.82338178e-02 5.17431844e-01 1.27661948e-01 4.35613602e-01
-1.21377411e+00 -3.05945779e-01 -5.98211516e-01 -7.09418189e-02
3.00103022e-01 3.44551839e-01]
[ 1.79404530e-01 5.02200838e-01 6.75043840e-02 4.31370298e-01
-9.88355122e-01 -8.39625880e-02 -4.40985797e-01 1.51286600e-01
2.14069429e-01 4.81899284e-01]
[ 2.55961862e-01 3.27396421e-01 2.48052373e-01 1.54587458e-01
-4.77414452e-01 7.86763430e-02 -2.33278002e-01 1.62961978e-01
2.45036264e-01 8.50149192e-02]
[ -7.48925224e-02 2.26220509e-01 2.40835594e-01 1.52723658e-02
-4.40243530e-02 1.31035441e-01 -1.04620543e-01 -1.53654720e-02
-3.35787114e-02 4.88132550e-02]
[ -1.01986346e-01 -3.69985191e-03 2.33696284e-02 8.91098608e-02
-4.67742170e-02 1.16932055e-01 2.50236384e-01 1.96092081e-02
-2.77941567e-01 -9.73478676e-02]
[ -2.21858958e-01 -3.41034075e-02 -9.39991640e-02 -3.44987951e-01
1.85064341e-01 1.19408523e-01 1.09020984e-01 1.03275424e-01
-2.07526495e-01 3.19706729e-02]
[ 1.02458933e-02 -4.06197193e-01 -1.27671165e-01 -1.61041787e-01
3.71067691e-01 2.53633351e-02 1.92813791e-01 1.52435161e-01
-1.65143844e-01 -2.22059920e-01]
[ 1.12791146e-01 -2.36315563e-01 -1.55684030e-01 -2.10116320e-02
-1.76582987e-02 -4.70856689e-02 9.88814375e-02 -1.54065072e-01
1.15773512e-01 -1.56455218e-01]
[ -1.09781127e-01 5.94732645e-02 2.67241334e-01 5.06943869e-03
1.36217329e-01 7.70308958e-02 4.47997351e-02 -2.96433061e-01
-1.03119964e-01 -4.81589272e-02]
[ -3.45337386e-01 1.26742220e-02 1.57605696e-02 -2.13818675e-02
1.50980042e-01 -1.76236366e-01 1.58781386e-02 2.34557052e-01
-8.15352830e-02 7.93914868e-02]
[ 1.45330202e-01 1.24959803e-04 -2.33391115e-01 -7.91632979e-02
1.12960655e-01 -2.99478276e-01 8.43386087e-02 -1.67157606e-01
3.05499604e-03 -1.85699357e-01]
[ 2.10144331e-01 -2.02193417e-01 6.40144378e-02 -2.48436491e-02
1.05739232e-01 -3.62446101e-02 5.64678184e-02 -1.36963339e-01
1.11577647e-01 -1.80530269e-01]
[ -1.06753093e-01 -8.67407089e-02 1.20815627e-01 1.06916467e-01
4.34143610e-02 -1.13688007e-01 2.64791029e-01 -7.83203019e-02
1.80971201e-01 -5.52695643e-03]
[ -2.64217480e-02 -2.14657511e-01 1.89558102e-01 -2.81752818e-01
-1.22814448e-01 1.25765018e-01 1.07198196e-01 -1.20641448e-01
4.01595076e-04 1.94795785e-01]]
[[ 0.62042181]
[ 1.69414746]
[ 0.24733279]
[ 0.88510778]
[-2.74316202]
[-0.27003809]
[-1.70859481]
[ 0.06585783]
[ 0.69715184]
[ 0.88058258]]
Progress: 41.5% ... Training loss: 0.271 ... Validation loss: 0.451[[ 1.61356060e-01 2.33296534e-01 -1.05043742e-01 1.06590109e-01
-5.08738835e-01 -7.06258625e-02 -6.82819367e-02 1.20982629e-01
-5.71990340e-02 1.94489941e-01]
[ 1.76419399e-02 1.54495672e-01 -1.77872979e-02 5.18025402e-02
6.78589800e-02 -8.49605042e-03 3.09162356e-01 4.16349851e-02
1.46337273e-01 -2.27472236e-02]
[ 1.88009907e-01 7.64571724e-01 8.26358062e-03 -5.93741132e-02
6.81076027e-01 -1.82776210e-02 -8.76297344e-01 -4.18715994e-02
4.44397703e-02 2.74197598e-01]
[ 4.25038456e-02 -3.80760096e-01 -1.98865380e-01 1.69691313e-01
-1.21629055e-02 1.31439979e-01 2.11328547e-01 6.35462054e-02
1.18249898e-01 2.78289859e-01]
[ -2.18576427e-02 9.49963468e-02 -1.49205238e-01 4.18134077e-02
-6.21157403e-02 -1.80766917e-01 6.18977999e-02 -1.18072576e-01
-1.94377087e-01 -4.55938577e-02]
[ -3.91696065e-01 -6.57714672e-01 -2.99306469e-01 1.57006321e-01
-1.04250554e-01 4.07143591e-02 3.57687051e-01 -3.87458428e-02
-2.54009298e-02 -2.41932746e-02]
[ -2.45717720e-03 -2.33726751e-01 1.04312051e-02 9.43338980e-02
-2.27435313e-02 -7.24562377e-02 1.81108163e-01 -1.90756729e-01
1.99918956e-01 3.89628347e-02]
[ 1.07321528e-01 -2.64912195e-01 3.17884361e-02 -7.73803963e-02
3.46216212e-02 -4.71252701e-02 8.43347375e-02 1.18186247e-01
7.60446540e-02 -2.68040980e-02]
[ -1.78065148e-01 -1.65124953e-01 -3.03712701e-01 -2.35503847e-02
-2.02377133e-02 6.97528176e-02 -1.15699554e-01 -2.96654806e-02
2.63172787e-01 -1.35746082e-01]
[ 3.70048959e-02 -4.26413340e-01 8.04146168e-02 2.43095482e-03
-1.49574888e-01 -1.12301769e-01 2.22113287e-01 -1.07981215e-01
4.86126357e-03 7.86570095e-02]
[ -8.44434585e-02 -9.97585137e-02 2.34464758e-03 -1.38277905e-01
-5.73315358e-02 1.49224713e-02 2.19107737e-01 -1.02673413e-01
-7.54124070e-03 -1.20220400e-01]
[ -1.22523808e-01 -1.97602232e-01 -7.03134987e-02 4.83162769e-03
3.57920330e-01 1.00562196e-01 1.50837329e-01 -1.62086756e-02
-1.68623450e-01 -2.12317240e-01]
[ -1.58091168e-01 2.91093349e-03 6.13786151e-02 2.01911800e-02
-1.69852711e-01 -2.19190235e-01 -1.75706676e-01 -1.97170577e-01
8.54595130e-02 1.72236365e-01]
[ -2.74675865e-01 -3.36468615e-01 9.85490866e-02 2.26228034e-01
-1.35543740e-01 -6.80414707e-02 8.58471032e-02 -2.59851994e-01
-2.63353571e-01 -7.61486992e-02]
[ 1.00495638e-01 -1.97030068e-01 -2.27378750e-02 1.16490160e-01
-5.55898162e-02 -8.81578323e-02 2.48029573e-01 2.69352781e-03
2.51622084e-02 1.94188333e-03]
[ 3.80655497e-02 -1.09741731e-01 -2.10110502e-01 1.53447492e-01
-6.98624608e-02 8.19422451e-02 -3.18651357e-02 -1.97772974e-02
-8.72360697e-02 -2.07053677e-03]
[ -1.15199811e-01 -7.47189567e-02 -1.99731038e-01 1.65251612e-01
-1.50652805e-02 1.31581797e-01 3.15295912e-03 -2.49868009e-01
7.85900942e-02 -1.88519213e-01]
[ -6.64048527e-02 -4.67523448e-02 2.76396592e-01 1.03225894e-01
1.10694230e-01 -6.22916114e-02 -1.18960161e-01 1.20851964e-01
7.75712752e-02 4.01681236e-02]
[ 6.15896509e-02 -1.55283667e-02 8.89240646e-02 9.24152156e-02
2.85945692e-02 -1.77868114e-02 2.09374013e-01 1.20562293e-01
-2.39057184e-02 -5.59362988e-02]
[ 9.41488013e-03 -1.44989923e-01 -2.92078537e-01 -5.23483671e-02
1.29132271e-01 -9.25219839e-02 1.39306896e-01 1.62945503e-01
1.07677088e-01 -3.01027042e-02]
[ 4.56821072e-02 -4.00939887e-02 -1.17355670e-01 4.11541583e-02
-9.82636827e-02 3.22341019e-01 2.79731383e-01 2.04196722e-01
-1.62549088e-01 -6.38829584e-02]
[ 5.55502649e-03 1.72010712e-05 1.24342144e-01 1.11604826e-01
-8.39547520e-03 1.03801309e-01 -1.15501070e-01 -4.13535617e-02
2.19291613e-01 8.50046232e-02]
[ 1.14027135e-01 8.22358918e-02 -4.32757182e-02 -9.24705777e-02
-1.11027262e-01 -3.31483399e-01 1.14715401e-01 8.94774387e-03
1.47737328e-01 9.45592736e-02]
[ -1.02363750e-01 -4.04385064e-02 -1.58559923e-02 2.23679318e-02
-8.19080195e-03 -2.04276655e-01 -6.45411441e-02 -2.00957763e-02
1.68336722e-02 1.26772362e-01]
[ -1.61135888e-01 -1.24158732e-01 -2.03760519e-01 -2.23816393e-02
-2.81912996e-01 9.90910506e-04 5.42274117e-02 -2.54874866e-02
-1.11598004e-02 4.00626334e-02]
[ -3.09893751e-02 -1.24309032e-01 -7.50829794e-02 -1.26622322e-01
5.28335131e-01 2.75769337e-01 5.92990949e-01 1.13022035e-01
-1.81663997e-01 -3.79078950e-01]
[ -1.78866652e-02 -4.30920465e-01 -3.09211795e-02 -7.37338067e-02
6.62311558e-01 1.00706378e-01 5.59313248e-01 9.13180792e-02
2.92971513e-02 -3.87971287e-01]
[ 9.80922744e-03 -4.86420699e-01 -4.40061461e-02 -1.08207126e-01
6.79287600e-01 2.35336791e-02 5.26998334e-01 4.84936544e-02
-3.65232756e-01 -2.21160873e-01]
[ -1.74595681e-01 -6.29370776e-01 -1.08149326e-02 -2.06678320e-01
7.80723096e-01 -9.01312842e-02 6.53799006e-01 -8.33301943e-02
-7.01723868e-02 8.23245594e-02]
[ -3.00023481e-01 -4.48364907e-01 5.43140122e-02 -5.09941045e-02
9.19386772e-01 1.42932657e-01 4.61725140e-01 4.72149922e-02
-9.14169496e-02 -1.39527993e-01]
[ -2.08326664e-01 -3.32502237e-01 2.51068356e-01 -2.43643791e-01
6.67884574e-01 -4.44460360e-02 7.15291789e-01 1.28968555e-02
-2.58008750e-01 -2.80543445e-02]
[ -1.34411688e-01 -2.38807199e-01 -1.82319590e-01 -1.05187114e-01
4.98407842e-01 -2.29068395e-01 1.93732099e-01 1.68471549e-01
-1.19787044e-02 -1.22336182e-01]
[ 9.67699151e-02 2.25887884e-01 1.57921789e-01 -1.11999366e-01
-3.81630172e-02 5.61728813e-02 -1.25371873e-01 2.81104137e-01
5.92732580e-02 1.62367016e-01]
[ 3.56070962e-01 3.47048078e-01 -7.96592491e-02 3.18970818e-01
-9.04192590e-01 -2.89634575e-01 -4.93209863e-01 1.77959776e-01
3.92090548e-01 -1.88952338e-02]
[ 4.79216046e-02 1.30009514e-01 2.53611704e-01 2.49062016e-01
-6.07022988e-02 -1.96525300e-01 -1.78395295e-01 -1.32935962e-01
-1.38620660e-01 -2.88813814e-01]
[ 2.19132141e-02 -7.33714416e-02 -1.19628540e-01 -5.68535323e-02
2.25371071e-01 4.05892098e-02 -3.86869346e-03 -1.85068179e-01
3.12061329e-02 2.04109585e-01]
[ -3.30543751e-04 -5.37723638e-02 -6.77557433e-02 -5.40667622e-02
-2.12364030e-02 -1.77167663e-01 8.53761324e-02 9.67971124e-03
3.45699314e-02 1.22671129e-03]
[ 2.96602006e-02 8.57419932e-02 2.43974977e-01 7.41347942e-02
-2.33530576e-01 -1.36125937e-01 9.80459257e-02 3.94450735e-02
-1.85749928e-01 1.06141183e-01]
[ 7.31789374e-02 4.11149297e-02 1.07440633e-01 7.30364405e-03
-2.40301740e-01 6.79954688e-02 5.32028401e-02 -2.71056760e-01
-1.76284883e-02 -8.83281144e-02]
[ -8.26574283e-03 1.06100736e-01 8.52989231e-02 -2.83459234e-02
-6.11460710e-02 1.79260513e-01 8.49622939e-02 1.18381629e-01
-2.01016611e-02 1.73907691e-01]
[ 2.25562026e-01 8.86951019e-02 3.00552271e-02 8.55519806e-02
1.14837402e-02 -2.53380154e-02 -1.87865437e-01 1.48726222e-01
-5.08279891e-02 -1.52214027e-02]
[ 4.43700970e-02 1.31652785e-02 1.74653144e-02 4.25610130e-02
-4.25469223e-01 -1.23588277e-01 -2.17845964e-01 4.11211312e-02
1.19743539e-01 1.93287505e-01]
[ 5.84454927e-02 5.18166722e-01 1.27754292e-01 4.35920376e-01
-1.21466992e+00 -3.06030778e-01 -5.98768464e-01 -7.09193047e-02
3.00340686e-01 3.44803020e-01]
[ 1.79019534e-01 5.01627801e-01 6.73327929e-02 4.30809507e-01
-9.87181200e-01 -8.38055955e-02 -4.40132301e-01 1.51240800e-01
2.13560278e-01 4.81342686e-01]
[ 2.55964191e-01 3.27568126e-01 2.48055642e-01 1.54610792e-01
-4.77631804e-01 7.86726404e-02 -2.33407295e-01 1.62963534e-01
2.45046744e-01 8.50249087e-02]
[ -7.40609009e-02 2.28340289e-01 2.41162093e-01 1.64511804e-02
-4.73631496e-02 1.30672375e-01 -1.06676348e-01 -1.52806862e-02
-3.26398286e-02 4.99545223e-02]
[ -1.01902063e-01 -3.51792372e-03 2.33988701e-02 8.92204653e-02
-4.68542352e-02 1.16900582e-01 2.50045458e-01 1.96162510e-02
-2.77853717e-01 -9.72436432e-02]
[ -2.21659896e-01 -3.35637634e-02 -9.39289400e-02 -3.44714657e-01
1.84346160e-01 1.19323151e-01 1.08435766e-01 1.03296697e-01
-2.07301651e-01 3.22441476e-02]
[ 1.05990733e-02 -4.05592956e-01 -1.27539519e-01 -1.60523800e-01
3.69436413e-01 2.52113905e-02 1.92026356e-01 1.52472793e-01
-1.64753658e-01 -2.21571321e-01]
[ 1.12864383e-01 -2.36274762e-01 -1.55669779e-01 -2.09154000e-02
-1.76370560e-02 -4.71101307e-02 9.86369800e-02 -1.54057656e-01
1.15917014e-01 -1.56210784e-01]
[ -1.10503191e-01 5.75744613e-02 2.66935419e-01 3.97623430e-03
1.38949992e-01 7.73512160e-02 4.65963527e-02 -2.96505414e-01
-1.03969807e-01 -4.92487438e-02]
[ -3.44739529e-01 1.40430041e-02 1.60262007e-02 -2.05199539e-02
1.48793097e-01 -1.76512781e-01 1.45107058e-02 2.34620281e-01
-8.08254827e-02 8.02120013e-02]
[ 1.44947105e-01 -7.79570122e-04 -2.33575791e-01 -7.96898467e-02
1.14234232e-01 -2.99338009e-01 8.50825736e-02 -1.67201548e-01
2.54245464e-03 -1.86305633e-01]
[ 2.10689969e-01 -2.01140110e-01 6.42472803e-02 -2.40886369e-02
1.03363466e-01 -3.65137921e-02 5.52153102e-02 -1.36894158e-01
1.12025800e-01 -1.79557829e-01]
[ -1.05975442e-01 -8.54965946e-02 1.21161806e-01 1.08126641e-01
3.98776102e-02 -1.14058828e-01 2.63486671e-01 -7.82291898e-02
1.81966229e-01 -4.26061459e-03]
[ -2.55955495e-02 -2.11956410e-01 1.89876604e-01 -2.80651548e-01
-1.27656858e-01 1.25460799e-01 1.04735216e-01 -1.20565957e-01
1.29455515e-03 1.95954348e-01]]
[[ 0.62543831]
[ 1.69933226]
[ 0.25122967]
[ 0.89060993]
[-2.73728383]
[-0.26424512]
[-1.70308362]
[ 0.0724127 ]
[ 0.70341703]
[ 0.88587895]]
Progress: 41.5% ... Training loss: 0.270 ... Validation loss: 0.449[[ 1.62123508e-01 2.34983874e-01 -1.04750261e-01 1.07677909e-01
-5.12862022e-01 -7.08700777e-02 -7.01844790e-02 1.21072236e-01
-5.62541111e-02 1.95477788e-01]
[ 1.77988731e-02 1.54708377e-01 -1.77366858e-02 5.20030367e-02
6.70715821e-02 -8.55333378e-03 3.08612043e-01 4.16506927e-02
1.46496685e-01 -2.25687923e-02]
[ 1.89188800e-01 7.67560531e-01 8.72312309e-03 -5.78828410e-02
6.76540009e-01 -1.87217396e-02 -8.79916915e-01 -4.17151022e-02
4.58540440e-02 2.75911684e-01]
[ 4.14045058e-02 -3.82829697e-01 -1.99336295e-01 1.68047812e-01
-6.83182417e-03 1.31934773e-01 2.13634566e-01 6.33684267e-02
1.16963808e-01 2.76559700e-01]
[ -2.35576320e-02 9.02056307e-02 -1.49912393e-01 3.94918388e-02
-5.52339682e-02 -1.80140471e-01 6.66946583e-02 -1.18200682e-01
-1.96249078e-01 -4.79923353e-02]
[ -3.91596887e-01 -6.57077295e-01 -2.99266839e-01 1.57174090e-01
-1.05764502e-01 4.06816038e-02 3.57000792e-01 -3.87396967e-02
-2.53301923e-02 -2.43163090e-02]
[ -3.63978048e-03 -2.36055024e-01 9.96722664e-03 9.26847060e-02
-1.84902259e-02 -7.20045429e-02 1.83700992e-01 -1.90869891e-01
1.98554946e-01 3.74087432e-02]
[ 1.08552406e-01 -2.62548676e-01 3.22612461e-02 -7.57127128e-02
2.94134628e-02 -4.75739263e-02 8.14329829e-02 1.18323740e-01
7.74616120e-02 -2.51803178e-02]
[ -1.78440826e-01 -1.65942953e-01 -3.03845469e-01 -2.40747264e-02
-1.91054631e-02 6.98956850e-02 -1.14794734e-01 -2.97093029e-02
2.62786925e-01 -1.36223239e-01]
[ 3.79699348e-02 -4.23823246e-01 8.08035168e-02 3.82629254e-03
-1.55017936e-01 -1.12682794e-01 2.19381404e-01 -1.07846873e-01
5.92646553e-03 7.98605903e-02]
[ -8.51498704e-02 -1.01432620e-01 2.06556321e-03 -1.39311875e-01
-5.52204469e-02 1.52086417e-02 2.20503177e-01 -1.02763048e-01
-8.30999745e-03 -1.21260970e-01]
[ -1.23010662e-01 -1.98663596e-01 -7.05076207e-02 4.13217900e-03
3.59915739e-01 1.00770201e-01 1.52083406e-01 -1.62667284e-02
-1.69182071e-01 -2.13010754e-01]
[ -1.58091168e-01 2.91093349e-03 6.13786151e-02 2.01911800e-02
-1.69852711e-01 -2.19190235e-01 -1.75706676e-01 -1.97170577e-01
8.54595130e-02 1.72236365e-01]
[ -2.74715016e-01 -3.36560936e-01 9.85426628e-02 2.26227925e-01
-1.35350775e-01 -6.80395829e-02 8.60527167e-02 -2.59854964e-01
-2.63384530e-01 -7.62315957e-02]
[ 1.00058840e-01 -1.97885065e-01 -2.28981164e-02 1.15912906e-01
-5.49432063e-02 -8.79854419e-02 2.48948849e-01 2.64353223e-03
2.46852963e-02 1.29426371e-03]
[ 3.87625741e-02 -1.08060607e-01 -2.09824001e-01 1.54431926e-01
-7.28739592e-02 8.16629345e-02 -3.37094773e-02 -1.96972347e-02
-8.64652404e-02 -1.19820254e-03]
[ -1.15698617e-01 -7.57593004e-02 -1.99940105e-01 1.64542973e-01
-1.28757641e-02 1.31751573e-01 4.30230409e-03 -2.49907677e-01
7.80106757e-02 -1.89214766e-01]
[ -6.66209507e-02 -4.71283549e-02 2.76308750e-01 1.02941066e-01
1.11342379e-01 -6.21955422e-02 -1.18491414e-01 1.20829467e-01
7.73225942e-02 3.99238652e-02]
[ 6.16956795e-02 -1.50200163e-02 8.89784609e-02 9.25715117e-02
2.76910144e-02 -1.78491016e-02 2.08935756e-01 1.20580074e-01
-2.37383956e-02 -5.56899188e-02]
[ 9.84112912e-03 -1.43926240e-01 -2.91896386e-01 -5.16886370e-02
1.27084935e-01 -9.26967104e-02 1.38242491e-01 1.62997645e-01
1.08174873e-01 -2.95331105e-02]
[ 4.65439064e-02 -3.86712313e-02 -1.17010452e-01 4.23693245e-02
-1.01527113e-01 3.22018132e-01 2.78140772e-01 2.04294934e-01
-1.61592800e-01 -6.27251504e-02]
[ 5.28491715e-03 -4.83887815e-04 1.24201961e-01 1.11101996e-01
-7.36470153e-03 1.03943094e-01 -1.15249230e-01 -4.13964298e-02
2.18939275e-01 8.45179083e-02]
[ 1.13445322e-01 8.06362550e-02 -4.34986074e-02 -9.33234174e-02
-1.08559306e-01 -3.31239370e-01 1.16319591e-01 8.87995425e-03
1.47118182e-01 9.37657412e-02]
[ -1.02108950e-01 -3.99306339e-02 -1.57467502e-02 2.27632461e-02
-9.40526956e-03 -2.04394072e-01 -6.52257934e-02 -2.00639953e-02
1.71333067e-02 1.27160645e-01]
[ -1.61667241e-01 -1.25023499e-01 -2.03995687e-01 -2.32041612e-02
-2.79985230e-01 1.23475640e-03 5.51602989e-02 -2.55550223e-02
-1.18063821e-02 3.92483062e-02]
[ -3.06921146e-02 -1.23765627e-01 -7.49617193e-02 -1.26190884e-01
5.27089399e-01 2.75645828e-01 5.92396188e-01 1.13057536e-01
-1.81324028e-01 -3.78677158e-01]
[ -1.85063343e-02 -4.32220093e-01 -3.11762277e-02 -7.46573919e-02
6.64994953e-01 1.00979797e-01 5.60756823e-01 9.12429015e-02
2.86241916e-02 -3.88880596e-01]
[ 9.65914700e-03 -4.86716967e-01 -4.40662487e-02 -1.08412020e-01
6.79923663e-01 2.35969877e-02 5.27345331e-01 4.84760794e-02
-3.65399551e-01 -2.21358675e-01]
[ -1.74626133e-01 -6.29363722e-01 -1.08276044e-02 -2.06718799e-01
7.80827244e-01 -9.01145212e-02 6.53805357e-01 -8.33345289e-02
-7.02181506e-02 8.22558225e-02]
[ -3.00474463e-01 -4.49241721e-01 5.41283991e-02 -5.16456155e-02
9.21259355e-01 1.43126981e-01 4.62701778e-01 4.71619949e-02
-9.19421640e-02 -1.40174607e-01]
[ -2.08295736e-01 -3.32634273e-01 2.51091822e-01 -2.43559849e-01
6.67631450e-01 -4.44684590e-02 7.15425740e-01 1.29019537e-02
-2.57957936e-01 -2.79912043e-02]
[ -1.34282661e-01 -2.38653253e-01 -1.82261468e-01 -1.04985029e-01
4.97852620e-01 -2.29128569e-01 1.93541182e-01 1.68488441e-01
-1.18177937e-02 -1.22154640e-01]
[ 9.64978295e-02 2.25633628e-01 1.57796914e-01 -1.12440114e-01
-3.74369247e-02 5.63006416e-02 -1.25033352e-01 2.81066635e-01
5.89377802e-02 1.61919538e-01]
[ 3.55098176e-01 3.45054814e-01 -8.00740221e-02 3.17476951e-01
-9.00675135e-01 -2.89194624e-01 -4.91425046e-01 1.77835461e-01
3.90964615e-01 -2.03202398e-02]
[ 4.79822831e-02 1.30051517e-01 2.53643210e-01 2.49160610e-01
-6.08410546e-02 -1.96561431e-01 -1.78478331e-01 -1.32927104e-01
-1.38535491e-01 -2.88719799e-01]
[ 2.18365352e-02 -7.36493502e-02 -1.19657146e-01 -5.69798334e-02
2.25630699e-01 4.06194865e-02 -3.58888563e-03 -1.85080368e-01
3.11006109e-02 2.04033626e-01]
[ -2.07373365e-04 -5.38075274e-02 -6.77129957e-02 -5.38948790e-02
-2.18164659e-02 -1.77233620e-01 8.52852662e-02 9.69656309e-03
3.46948355e-02 1.42853424e-03]
[ 3.00182262e-02 8.66216854e-02 2.44126377e-01 7.46935354e-02
-2.35497530e-01 -1.36281104e-01 9.69901854e-02 3.94895443e-02
-1.85308558e-01 1.06653338e-01]
[ 7.34219450e-02 4.16591341e-02 1.07537328e-01 7.66284530e-03
-2.41497091e-01 6.78765948e-02 5.27015466e-02 -2.71028608e-01
-1.73168272e-02 -8.79545074e-02]
[ -7.52656303e-03 1.08002664e-01 8.55908924e-02 -2.73087500e-02
-6.40355625e-02 1.78961017e-01 8.29694764e-02 1.18466165e-01
-1.92944972e-02 1.74817445e-01]
[ 2.25048556e-01 8.77369295e-02 2.98579652e-02 8.47984326e-02
1.31849795e-02 -2.51223301e-02 -1.87011326e-01 1.48664169e-01
-5.14286150e-02 -1.59436239e-02]
[ 4.48405190e-02 1.43377025e-02 1.76590904e-02 4.32629683e-02
-4.27584322e-01 -1.23794706e-01 -2.18935751e-01 4.11783419e-02
1.20278158e-01 1.93949365e-01]
[ 5.91353788e-02 5.19393663e-01 1.28015367e-01 4.36952098e-01
-1.21730981e+00 -3.06307709e-01 -5.99823757e-01 -7.08217485e-02
3.01105688e-01 3.45764625e-01]
[ 1.78974133e-01 5.01860533e-01 6.73323223e-02 4.30725073e-01
-9.86871302e-01 -8.37787471e-02 -4.40299199e-01 1.51235034e-01
2.13508059e-01 4.81274326e-01]
[ 2.55566789e-01 3.26585933e-01 2.47896907e-01 1.54037648e-01
-4.76211328e-01 7.88506768e-02 -2.32425355e-01 1.62916908e-01
2.44583386e-01 8.44804706e-02]
[ -7.43044382e-02 2.27746630e-01 2.41076586e-01 1.61443876e-02
-4.64048329e-02 1.30763058e-01 -1.06015121e-01 -1.52980948e-02
-3.28926721e-02 4.96230168e-02]
[ -1.01786295e-01 -3.14831692e-03 2.34357608e-02 8.93658146e-02
-4.74504226e-02 1.16857123e-01 2.49619815e-01 1.96283516e-02
-2.77733933e-01 -9.71193500e-02]
[ -2.21395005e-01 -3.29430178e-02 -9.38184405e-02 -3.44335078e-01
1.83219023e-01 1.19207185e-01 1.07750273e-01 1.03327681e-01
-2.06997332e-01 3.26233865e-02]
[ 1.06211449e-02 -4.05733651e-01 -1.27519569e-01 -1.60464241e-01
3.69213574e-01 2.51920027e-02 1.92060599e-01 1.52477182e-01
-1.64714808e-01 -2.21529219e-01]
[ 1.14135773e-01 -2.33318756e-01 -1.55146748e-01 -1.90093531e-02
-2.31589208e-02 -4.76500587e-02 9.57939991e-02 -1.53904642e-01
1.17326709e-01 -1.54373060e-01]
[ -1.11119004e-01 5.61343511e-02 2.66704633e-01 3.16551974e-03
1.41218682e-01 7.75574479e-02 4.77674616e-02 -2.96551992e-01
-1.04605666e-01 -5.01078180e-02]
[ -3.44634205e-01 1.43811126e-02 1.60835278e-02 -2.03873275e-02
1.47858377e-01 -1.76534578e-01 1.40444372e-02 2.34628550e-01
-8.07383012e-02 8.02738488e-02]
[ 1.44436476e-01 -1.83248942e-03 -2.33758558e-01 -8.03999766e-02
1.15775256e-01 -2.99142198e-01 8.61386550e-02 -1.67258596e-01
1.99185559e-03 -1.86993031e-01]
[ 2.10686792e-01 -2.01838215e-01 6.42281892e-02 -2.40850021e-02
1.03700910e-01 -3.64971556e-02 5.60608566e-02 -1.36895393e-01
1.12028712e-01 -1.79614835e-01]
[ -1.05963444e-01 -8.51768152e-02 1.21157049e-01 1.08106505e-01
3.96936536e-02 -1.14036547e-01 2.63105495e-01 -7.82356002e-02
1.81945193e-01 -4.25782880e-03]
[ -2.60828690e-02 -2.12524546e-01 1.89649341e-01 -2.81490957e-01
-1.26500025e-01 1.25694713e-01 1.05262540e-01 -1.20629315e-01
7.40085553e-04 1.95124967e-01]]
[[ 0.62533359]
[ 1.70019939]
[ 0.25076821]
[ 0.88937188]
[-2.73885411]
[-0.26466879]
[-1.70602384]
[ 0.07250639]
[ 0.70182712]
[ 0.88630392]]
Progress: 41.6% ... Training loss: 0.269 ... Validation loss: 0.448[[ 1.60818025e-01 2.33294219e-01 -1.05273482e-01 1.05603745e-01
-5.07556855e-01 -7.02762581e-02 -6.78958858e-02 1.20908302e-01
-5.79198503e-02 1.93232156e-01]
[ 1.79168855e-02 1.54920061e-01 -1.76885022e-02 5.21751458e-02
6.66553578e-02 -8.60280271e-03 3.08382541e-01 4.16647656e-02
1.46612368e-01 -2.24001051e-02]
[ 1.85746530e-01 7.63415223e-01 7.18012436e-03 -6.34140428e-02
6.89930961e-01 -1.71856179e-02 -8.74441336e-01 -4.21515227e-02
4.14957470e-02 2.70223019e-01]
[ 4.59695330e-02 -3.73636544e-01 -1.97431810e-01 1.74658889e-01
-2.40203522e-02 1.30063063e-01 2.03328902e-01 6.39199639e-02
1.22175365e-01 2.83066422e-01]
[ -2.47341146e-02 8.71846738e-02 -1.50469019e-01 3.75163614e-02
-4.92433897e-02 -1.79603624e-01 6.99321583e-02 -1.18359338e-01
-1.97406096e-01 -4.99534955e-02]
[ -3.91330911e-01 -6.56737332e-01 -2.99118128e-01 1.57664278e-01
-1.07409085e-01 4.05531018e-02 3.56534403e-01 -3.87040521e-02
-2.49961514e-02 -2.39363487e-02]
[ -1.91629942e-03 -2.31857079e-01 1.06372568e-02 9.49887854e-02
-2.47006084e-02 -7.27068000e-02 1.79530212e-01 -1.90669294e-01
2.00388067e-01 3.94526897e-02]
[ 1.07300228e-01 -2.64646313e-01 3.17421158e-02 -7.75374347e-02
3.38290019e-02 -4.70535803e-02 8.37187902e-02 1.18170523e-01
7.59237196e-02 -2.69528800e-02]
[ -1.77964929e-01 -1.66185692e-01 -3.03623976e-01 -2.32944914e-02
-2.12286857e-02 6.96773989e-02 -1.15421507e-01 -2.96490367e-02
2.63272914e-01 -1.35508245e-01]
[ 3.85092876e-02 -4.22972020e-01 8.09862747e-02 4.54010298e-03
-1.56288269e-01 -1.12931887e-01 2.17906671e-01 -1.07785994e-01
6.34300814e-03 8.04049114e-02]
[ -8.37944092e-02 -9.79568989e-02 2.63847733e-03 -1.37449708e-01
-6.10535045e-02 1.46710253e-02 2.16919911e-01 -1.02605067e-01
-6.94654170e-03 -1.19556956e-01]
[ -1.23692299e-01 -2.00793011e-01 -7.07421898e-02 3.30598125e-03
3.61456479e-01 1.01028212e-01 1.54163271e-01 -1.63422983e-02
-1.69846811e-01 -2.13892751e-01]
[ -1.58091168e-01 2.91093349e-03 6.13786151e-02 2.01911800e-02
-1.69852711e-01 -2.19190235e-01 -1.75706676e-01 -1.97170577e-01
8.54595130e-02 1.72236365e-01]
[ -2.74621154e-01 -3.36491892e-01 9.86018931e-02 2.26450237e-01
-1.36090274e-01 -6.80969283e-02 8.59693667e-02 -2.59840085e-01
-2.63248216e-01 -7.60665662e-02]
[ 1.00384290e-01 -1.97341105e-01 -2.27621729e-02 1.16388773e-01
-5.62572694e-02 -8.81261413e-02 2.48249519e-01 2.68151242e-03
2.50557413e-02 1.73427230e-03]
[ 3.89701854e-02 -1.07211936e-01 -2.09708023e-01 1.54826662e-01
-7.40719574e-02 8.15469356e-02 -3.43811941e-02 -1.96632014e-02
-8.61840142e-02 -8.01896357e-04]
[ -1.15212755e-01 -7.51465163e-02 -1.99740320e-01 1.65249622e-01
-1.47476528e-02 1.31539380e-01 3.64885221e-03 -2.49854944e-01
7.85844299e-02 -1.88513522e-01]
[ -6.61671799e-02 -4.59112409e-02 2.76493559e-01 1.03568044e-01
1.09885426e-01 -6.23672224e-02 -1.19688629e-01 1.20882678e-01
7.77562459e-02 4.04319298e-02]
[ 6.18534592e-02 -1.43801495e-02 8.89909228e-02 9.25548819e-02
2.75132152e-02 -1.78856608e-02 2.08371138e-01 1.20592472e-01
-2.36674040e-02 -5.58667070e-02]
[ 9.66348876e-03 -1.43655858e-01 -2.91986344e-01 -5.19720862e-02
1.27249615e-01 -9.26245885e-02 1.37859337e-01 1.62968746e-01
1.07823299e-01 -2.98439373e-02]
[ 4.62153677e-02 -3.94506247e-02 -1.17121710e-01 4.19393807e-02
-1.00414649e-01 3.22153774e-01 2.78907609e-01 2.04260557e-01
-1.61944337e-01 -6.31320322e-02]
[ 5.06389654e-03 -8.85822358e-04 1.24108765e-01 1.10790800e-01
-6.41712881e-03 1.04042878e-01 -1.14683026e-01 -4.14223754e-02
2.18710754e-01 8.42189744e-02]
[ 1.12518470e-01 7.81270543e-02 -4.38302377e-02 -9.45779998e-02
-1.05726697e-01 -3.30873673e-01 1.18940498e-01 8.77284480e-03
1.46124702e-01 9.24623573e-02]
[ -1.00831421e-01 -3.80008387e-02 -1.52429239e-02 2.46084207e-02
-1.37689123e-02 -2.04929768e-01 -6.81459802e-02 -1.99112420e-02
1.84899822e-02 1.29043134e-01]
[ -1.61801877e-01 -1.25267056e-01 -2.04060576e-01 -2.34302976e-02
-2.79483362e-01 1.30298245e-03 5.54012405e-02 -2.55733878e-02
-1.19890694e-02 3.90183167e-02]
[ -3.04798334e-02 -1.23322021e-01 -7.48783925e-02 -1.25898783e-01
5.26322322e-01 2.75560431e-01 5.91872429e-01 1.13081635e-01
-1.81091419e-01 -3.78388659e-01]
[ -1.86669384e-02 -4.32811834e-01 -3.12363979e-02 -7.48728966e-02
6.65412728e-01 1.01050134e-01 5.61357171e-01 9.12246149e-02
2.84672436e-02 -3.89089203e-01]
[ 9.63717844e-03 -4.86767596e-01 -4.40684910e-02 -1.08433685e-01
6.80217245e-01 2.36076751e-02 5.27340866e-01 4.84738418e-02
-3.65405547e-01 -2.21377340e-01]
[ -1.74352142e-01 -6.29118742e-01 -1.06996781e-02 -2.06271236e-01
7.79557489e-01 -9.02500142e-02 6.53516079e-01 -8.32992707e-02
-6.98644672e-02 8.27012824e-02]
[ -3.00638329e-01 -4.49764631e-01 5.40906368e-02 -5.17769501e-02
9.21558017e-01 1.43164808e-01 4.63359426e-01 4.71496720e-02
-9.20571414e-02 -1.40322100e-01]
[ -2.08686575e-01 -3.33453619e-01 2.50936103e-01 -2.44122866e-01
6.69179150e-01 -4.43040650e-02 7.16258492e-01 1.28555284e-02
-2.58385170e-01 -2.85076919e-02]
[ -1.34338184e-01 -2.38634977e-01 -1.82270499e-01 -1.05056565e-01
4.98204602e-01 -2.29107361e-01 1.93509875e-01 1.68481926e-01
-1.18920344e-02 -1.22232478e-01]
[ 9.70092983e-02 2.26526460e-01 1.58021068e-01 -1.11639249e-01
-3.93335745e-02 5.60747108e-02 -1.26070185e-01 2.81130882e-01
5.94915123e-02 1.62659800e-01]
[ 3.56776564e-01 3.48708085e-01 -7.93983846e-02 3.19870810e-01
-9.06322799e-01 -2.89885533e-01 -4.95608056e-01 1.78033277e-01
3.92685404e-01 -1.78682804e-02]
[ 4.79967043e-02 1.30014646e-01 2.53650310e-01 2.49186404e-01
-6.08276124e-02 -1.96567569e-01 -1.78437842e-01 -1.32925348e-01
-1.38517482e-01 -2.88716205e-01]
[ 2.18735689e-02 -7.36520905e-02 -1.19668201e-01 -5.69792447e-02
2.25538326e-01 4.06118093e-02 -3.72825663e-03 -1.85084346e-01
3.10802514e-02 2.04048805e-01]
[ -4.32327566e-04 -5.44212380e-02 -6.78031776e-02 -5.42248248e-02
-2.08926269e-02 -1.77140231e-01 8.58821804e-02 9.66942135e-03
3.44336907e-02 1.09626002e-03]
[ 3.03093144e-02 8.75953042e-02 2.44243664e-01 7.51153423e-02
-2.37168594e-01 -1.36401717e-01 9.61579955e-02 3.95222429e-02
-1.85012184e-01 1.06964704e-01]
[ 7.25715798e-02 3.98800081e-02 1.07146884e-01 6.31450751e-03
-2.37813229e-01 6.82685426e-02 5.45003188e-02 -2.71137321e-01
-1.84036837e-02 -8.93271366e-02]
[ -7.88081177e-03 1.06909295e-01 8.54419089e-02 -2.78231600e-02
-6.24955326e-02 1.79097069e-01 8.39705343e-02 1.18423676e-01
-1.97108774e-02 1.74291369e-01]
[ 2.24953832e-01 8.74984524e-02 2.98150575e-02 8.46461381e-02
1.36004488e-02 -2.50783619e-02 -1.86807379e-01 1.48651739e-01
-5.15490120e-02 -1.60873528e-02]
[ 4.45915528e-02 1.40117949e-02 1.75524413e-02 4.29034060e-02
-4.26983936e-01 -1.23687467e-01 -2.18587745e-01 4.11475560e-02
1.19977187e-01 1.93569595e-01]
[ 5.94224793e-02 5.20133597e-01 1.28151508e-01 4.37262592e-01
-1.21883929e+00 -3.06414388e-01 -6.00475377e-01 -7.07888170e-02
3.01436243e-01 3.45888677e-01]
[ 1.78974133e-01 5.01860533e-01 6.73323223e-02 4.30725073e-01
-9.86871302e-01 -8.37787471e-02 -4.40299199e-01 1.51235034e-01
2.13508059e-01 4.81274326e-01]
[ 2.55466758e-01 3.26514025e-01 2.47870220e-01 1.53953635e-01
-4.76228584e-01 7.88722586e-02 -2.32229037e-01 1.62913171e-01
2.44495467e-01 8.43925166e-02]
[ -7.42824409e-02 2.27891348e-01 2.41075769e-01 1.61493486e-02
-4.65700646e-02 1.30762571e-01 -1.06137247e-01 -1.52975941e-02
-3.28930567e-02 4.96044097e-02]
[ -1.01411216e-01 -2.19556160e-03 2.35895893e-02 8.99063409e-02
-4.91095964e-02 1.16694159e-01 2.48613985e-01 1.96722422e-02
-2.77301158e-01 -9.65808403e-02]
[ -2.21260391e-01 -3.26039639e-02 -9.37573482e-02 -3.44121678e-01
1.82532996e-01 1.19144104e-01 1.07381972e-01 1.03344407e-01
-2.06796076e-01 3.28262125e-02]
[ 1.06629501e-02 -4.05792430e-01 -1.27502310e-01 -1.60374798e-01
3.68965949e-01 2.51700383e-02 1.91994302e-01 1.52485611e-01
-1.64665523e-01 -2.21454459e-01]
[ 1.14140787e-01 -2.33524488e-01 -1.55108842e-01 -1.88866342e-02
-2.37842994e-02 -4.76623320e-02 9.60919013e-02 -1.53908316e-01
1.17453806e-01 -1.54315431e-01]
[ -1.11565301e-01 5.46562031e-02 2.66554232e-01 2.65528645e-03
1.42283346e-01 7.77343763e-02 4.90206958e-02 -2.96593981e-01
-1.05122426e-01 -5.06655178e-02]
[ -3.43276878e-01 1.72138345e-02 1.66251204e-02 -1.86406616e-02
1.43673374e-01 -1.77074510e-01 1.07453457e-02 2.34788805e-01
-7.93080695e-02 8.19462955e-02]
[ 1.43627688e-01 -3.66132117e-03 -2.34150819e-01 -8.17153031e-02
1.19867579e-01 -2.98767729e-01 8.77669158e-02 -1.67363709e-01
8.57960069e-04 -1.88385034e-01]
[ 2.11087423e-01 -2.00588049e-01 6.44072113e-02 -2.34948464e-02
1.01759821e-01 -3.66911627e-02 5.48387032e-02 -1.36846083e-01
1.12459782e-01 -1.79027018e-01]
[ -1.06705423e-01 -8.66301854e-02 1.20880888e-01 1.07099829e-01
4.20117995e-02 -1.13749935e-01 2.64755027e-01 -7.83235947e-02
1.81072706e-01 -5.23578145e-03]
[ -2.46356002e-02 -2.09443821e-01 1.90230746e-01 -2.79368481e-01
-1.32786337e-01 1.25074218e-01 1.01976722e-01 -1.20456818e-01
2.39008788e-03 1.97101068e-01]]
[[ 0.62751648]
[ 1.69721518]
[ 0.25400012]
[ 0.89584277]
[-2.74080745]
[-0.2595984 ]
[-1.69713356]
[ 0.07760814]
[ 0.70841964]
[ 0.89151952]]
Progress: 41.6% ... Training loss: 0.270 ... Validation loss: 0.454[[ 1.61240213e-01 2.37386124e-01 -1.05039440e-01 1.06054283e-01
-5.10454044e-01 -7.04622277e-02 -7.16330075e-02 1.20960126e-01
-5.74318265e-02 1.93781114e-01]
[ 1.82081713e-02 1.55707759e-01 -1.75718100e-02 5.25896588e-02
6.54154478e-02 -8.72190486e-03 3.07653862e-01 4.17007872e-02
1.46940074e-01 -2.19974274e-02]
[ 1.89759269e-01 7.70813097e-01 8.93032285e-03 -5.75524301e-02
6.80102365e-01 -1.89687757e-02 -8.82981623e-01 -4.16257267e-02
4.64625514e-02 2.76233824e-01]
[ 4.92359440e-02 -3.64444375e-01 -1.95934046e-01 1.79665497e-01
-3.02272368e-02 1.28934338e-01 1.93930116e-01 6.43038755e-02
1.26079782e-01 2.87339788e-01]
[ -2.65661377e-02 8.28265261e-02 -1.51131425e-01 3.48541080e-02
-4.45080317e-02 -1.79048491e-01 7.42531821e-02 -1.18559011e-01
-1.99721713e-01 -5.22568999e-02]
[ -3.93405048e-01 -6.59718929e-01 -3.00006068e-01 1.54509325e-01
-1.02166498e-01 4.14274083e-02 3.59953208e-01 -3.89823992e-02
-2.75334190e-02 -2.70808193e-02]
[ -1.60090512e-03 -2.29965708e-01 1.07971950e-02 9.53854052e-02
-2.74510006e-02 -7.28553513e-02 1.77676924e-01 -1.90611182e-01
2.00766105e-01 3.99384404e-02]
[ 1.06848879e-01 -2.65286872e-01 3.15671609e-02 -7.81870003e-02
3.55516783e-02 -4.69179734e-02 8.44551795e-02 1.18112570e-01
7.54355023e-02 -2.74806575e-02]
[ -1.78944468e-01 -1.68681631e-01 -3.03995860e-01 -2.47176809e-02
-1.73807952e-02 7.00764401e-02 -1.12962485e-01 -2.97746567e-02
2.62421006e-01 -1.36915417e-01]
[ 3.55892471e-02 -4.27429137e-01 7.97898882e-02 1.91467121e-04
-1.49373446e-01 -1.11823193e-01 2.23063181e-01 -1.08135864e-01
3.12682401e-03 7.64203979e-02]
[ -8.32962940e-02 -9.67423731e-02 2.82465354e-03 -1.36939508e-01
-6.21501489e-02 1.44831054e-02 2.15323573e-01 -1.02552101e-01
-6.29303789e-03 -1.18948016e-01]
[ -1.24460005e-01 -2.01777144e-01 -7.10068190e-02 2.31332985e-03
3.63701063e-01 1.01367841e-01 1.55364026e-01 -1.64492010e-02
-1.70783486e-01 -2.15110847e-01]
[ -1.58091168e-01 2.91093349e-03 6.13786151e-02 2.01911800e-02
-1.69852711e-01 -2.19190235e-01 -1.75706676e-01 -1.97170577e-01
8.54595130e-02 1.72236365e-01]
[ -2.75641393e-01 -3.37597183e-01 9.81300107e-02 2.24891105e-01
-1.33742531e-01 -6.75957261e-02 8.75487183e-02 -2.59983789e-01
-2.64578799e-01 -7.77198283e-02]
[ 9.92488310e-02 -1.99661946e-01 -2.32181970e-02 1.14743319e-01
-5.29961296e-02 -8.77126160e-02 2.50401587e-01 2.54211500e-03
2.37837805e-02 1.65174803e-04]
[ 3.85999984e-02 -1.07785691e-01 -2.09841098e-01 1.54327631e-01
-7.37199258e-02 8.16537854e-02 -3.35813066e-02 -1.97038710e-02
-8.65770897e-02 -1.25197774e-03]
[ -1.16322859e-01 -7.74561433e-02 -2.00181112e-01 1.63683479e-01
-1.13573021e-02 1.31980000e-01 6.07739125e-03 -2.49992194e-01
7.73550290e-02 -1.90071475e-01]
[ -6.44529109e-02 -4.13867699e-02 2.77196683e-01 1.05942327e-01
1.03368639e-01 -6.30501492e-02 -1.24349751e-01 1.21104677e-01
7.97158481e-02 4.28077032e-02]
[ 6.17648736e-02 -1.41002926e-02 8.89574213e-02 9.23332261e-02
2.82843616e-02 -1.78666934e-02 2.08167429e-01 1.20579616e-01
-2.38501443e-02 -5.59965006e-02]
[ 9.67877321e-03 -1.43491982e-01 -2.91977484e-01 -5.19294753e-02
1.27016675e-01 -9.26497754e-02 1.37638642e-01 1.62972477e-01
1.07859512e-01 -2.98006146e-02]
[ 4.62640841e-02 -3.91570419e-02 -1.17085577e-01 4.20331322e-02
-1.00837563e-01 3.22122642e-01 2.78595566e-01 2.04267731e-01
-1.61864438e-01 -6.30103327e-02]
[ 4.74491207e-03 -1.86891151e-03 1.23977499e-01 1.10322456e-01
-5.05287897e-03 1.04180757e-01 -1.13902143e-01 -4.14653143e-02
2.18565067e-01 8.37723041e-02]
[ 1.11960184e-01 7.66924965e-02 -4.40300363e-02 -9.53633502e-02
-1.03380890e-01 -3.30667102e-01 1.20473908e-01 8.70389623e-03
1.45552421e-01 9.17055152e-02]
[ -1.00854801e-01 -3.81340285e-02 -1.52530346e-02 2.45708026e-02
-1.36517360e-02 -2.04918256e-01 -6.80090332e-02 -1.99139127e-02
1.84651454e-02 1.29010858e-01]
[ -1.62144553e-01 -1.25895215e-01 -2.04207083e-01 -2.39893036e-02
-2.78197603e-01 1.46550541e-03 5.61486498e-02 -2.56216642e-02
-1.24135734e-02 3.84798282e-02]
[ -2.97923346e-02 -1.21857534e-01 -7.46038119e-02 -1.24902937e-01
5.23537738e-01 2.75279328e-01 5.90410933e-01 1.13167504e-01
-1.80298252e-01 -3.77398325e-01]
[ -1.87734582e-02 -4.33137446e-01 -3.12821910e-02 -7.50346492e-02
6.65860783e-01 1.01096917e-01 5.61671047e-01 9.12111685e-02
2.83406267e-02 -3.89250009e-01]
[ 9.46114146e-03 -4.86982929e-01 -4.41331715e-02 -1.08679466e-01
6.80923053e-01 2.36793284e-02 5.27554776e-01 4.84518568e-02
-3.65594332e-01 -2.21623497e-01]
[ -1.74683833e-01 -6.29619833e-01 -1.08300205e-02 -2.06726548e-01
7.81040188e-01 -9.01156642e-02 6.54047505e-01 -8.33391542e-02
-7.02218882e-02 8.22747198e-02]
[ -3.00710641e-01 -4.49948719e-01 5.40587217e-02 -5.18856168e-02
9.21879849e-01 1.43197737e-01 4.63546263e-01 4.71402536e-02
-9.21440801e-02 -1.40423173e-01]
[ -2.09092936e-01 -3.34046376e-01 2.50774086e-01 -2.44705339e-01
6.70776728e-01 -4.41367103e-02 7.16876722e-01 1.28048669e-02
-2.58831195e-01 -2.90571697e-02]
[ -1.34419560e-01 -2.38892039e-01 -1.82302942e-01 -1.05176384e-01
4.98468640e-01 -2.29077159e-01 1.93748110e-01 1.68472034e-01
-1.19847550e-02 -1.22344359e-01]
[ 9.70199612e-02 2.26877233e-01 1.58011134e-01 -1.11713668e-01
-4.00573139e-02 5.60849469e-02 -1.26416124e-01 2.81123337e-01
5.94209561e-02 1.62620900e-01]
[ 3.55495399e-01 3.45677236e-01 -7.98813567e-02 3.18037043e-01
-9.03549333e-01 -2.89426932e-01 -4.92723224e-01 1.77883197e-01
3.91519365e-01 -1.95061523e-02]
[ 4.80779686e-02 1.30412117e-01 2.53675779e-01 2.49241097e-01
-6.11327977e-02 -1.96588119e-01 -1.78708679e-01 -1.32919414e-01
-1.38443277e-01 -2.88625234e-01]
[ 2.16646175e-02 -7.41354590e-02 -1.19746351e-01 -5.72815411e-02
2.26452398e-01 4.06922696e-02 -3.21671281e-03 -1.85106087e-01
3.08468820e-02 2.03765891e-01]
[ -6.78491810e-04 -5.46400131e-02 -6.78933354e-02 -5.46292023e-02
-1.99270401e-02 -1.77063233e-01 8.61940101e-02 9.63531080e-03
3.40717362e-02 6.59519046e-04]
[ 3.08776827e-02 8.91577543e-02 2.44455873e-01 7.59337059e-02
-2.39653364e-01 -1.36626230e-01 9.46186031e-02 3.95928215e-02
-1.84355370e-01 1.07766554e-01]
[ 7.23489140e-02 3.92834967e-02 1.07057153e-01 5.98371819e-03
-2.36897678e-01 6.83603333e-02 5.50415954e-02 -2.71164130e-01
-1.86582884e-02 -8.96525380e-02]
[ -8.32203455e-03 1.05951876e-01 8.52555324e-02 -2.84861495e-02
-6.06252052e-02 1.79290963e-01 8.48822758e-02 1.18365638e-01
-2.02372297e-02 1.73613303e-01]
[ 2.25072805e-01 8.77933700e-02 2.98500356e-02 8.47753317e-02
1.30860715e-02 -2.51145517e-02 -1.87053219e-01 1.48663130e-01
-5.14418569e-02 -1.59674295e-02]
[ 4.43974014e-02 1.34959482e-02 1.74722004e-02 4.26236539e-02
-4.26165370e-01 -1.23621873e-01 -2.18051668e-01 4.11245620e-02
1.19757032e-01 1.93296928e-01]
[ 5.81888273e-02 5.17717636e-01 1.27641531e-01 4.35569130e-01
-1.21589837e+00 -3.05899525e-01 -5.97847288e-01 -7.09411441e-02
2.99954559e-01 3.44112435e-01]
[ 1.79477140e-01 5.03441377e-01 6.75624959e-02 4.31300145e-01
-9.87851795e-01 -8.39641026e-02 -4.41848289e-01 1.51293663e-01
2.14086296e-01 4.81889665e-01]
[ 2.55715294e-01 3.27316316e-01 2.47991138e-01 1.54418678e-01
-4.77501427e-01 7.87381978e-02 -2.32939880e-01 1.62951757e-01
2.44859053e-01 8.48177717e-02]
[ -7.47141012e-02 2.27171701e-01 2.40890167e-01 1.54963756e-02
-4.52142539e-02 1.30939015e-01 -1.05368792e-01 -1.53556450e-02
-3.33851100e-02 4.89893007e-02]
[ -1.01178800e-01 -1.39804693e-03 2.36869055e-02 9.02667709e-02
-5.02398148e-02 1.16595184e-01 2.47816261e-01 1.97015098e-02
-2.77023523e-01 -9.62578396e-02]
[ -2.21396284e-01 -3.28966648e-02 -9.38175718e-02 -3.44336038e-01
1.83109208e-01 1.19205505e-01 1.07692775e-01 1.03326501e-01
-2.06957461e-01 3.26300745e-02]
[ 1.05924143e-02 -4.05962881e-01 -1.27532237e-01 -1.60481539e-01
3.69274389e-01 2.51976379e-02 1.92169233e-01 1.52476436e-01
-1.64749016e-01 -2.21558792e-01]
[ 1.11892952e-01 -2.38493268e-01 -1.56021833e-01 -2.20431448e-02
-1.82228248e-02 -4.67678090e-02 1.01302568e-01 -1.54183005e-01
1.15211756e-01 -1.57409207e-01]
[ -1.10750401e-01 5.66139571e-02 2.66861617e-01 3.70259545e-03
1.39233675e-01 7.74245118e-02 4.71087380e-02 -2.96499562e-01
-1.04241731e-01 -4.95630308e-02]
[ -3.43504035e-01 1.70976846e-02 1.65133783e-02 -1.90610280e-02
1.45203814e-01 -1.76960675e-01 1.07754896e-02 2.34750871e-01
-7.96467300e-02 8.14767859e-02]
[ 1.42230103e-01 -6.04544547e-03 -2.34647031e-01 -8.37155476e-02
1.25561805e-01 -2.98234805e-01 9.04357495e-02 -1.67532032e-01
-6.98487284e-04 -1.90484400e-01]
[ 2.11791285e-01 -1.98727204e-01 6.47303335e-02 -2.24051597e-02
9.85808232e-02 -3.69905055e-02 5.28601299e-02 -1.36749235e-01
1.13334552e-01 -1.77914754e-01]
[ -1.06521409e-01 -8.54331645e-02 1.20952260e-01 1.07345634e-01
4.10090399e-02 -1.13811645e-01 2.63674292e-01 -7.83065401e-02
1.81200139e-01 -5.06641391e-03]
[ -2.56554297e-02 -2.11217109e-01 1.89774972e-01 -2.81005249e-01
-1.30278287e-01 1.25464257e-01 1.03799271e-01 -1.20588002e-01
1.14499118e-03 1.95785931e-01]]
[[ 0.61938526]
[ 1.69408019]
[ 0.24579933]
[ 0.88420486]
[-2.74490839]
[-0.26743206]
[-1.71431021]
[ 0.06950753]
[ 0.6978173 ]
[ 0.88435311]]
Progress: 41.7% ... Training loss: 0.270 ... Validation loss: 0.455[[ 1.59003024e-01 2.33644829e-01 -1.05890890e-01 1.02988898e-01
-5.01804008e-01 -6.95793074e-02 -6.75221810e-02 1.20721937e-01
-5.98143503e-02 1.90836992e-01]
[ 1.83066210e-02 1.55994292e-01 -1.75297476e-02 5.27477138e-02
6.50382363e-02 -8.76948328e-03 3.07363952e-01 4.17126786e-02
1.47049988e-01 -2.18392345e-02]
[ 1.88887627e-01 7.69301723e-01 8.63018255e-03 -5.87279306e-02
6.84238488e-01 -1.87567023e-02 -8.81859307e-01 -4.17115232e-02
4.56116575e-02 2.75304713e-01]
[ 4.82384551e-02 -3.67431591e-01 -1.96315576e-01 1.78279048e-01
-2.63496484e-02 1.29399544e-01 1.97617018e-01 6.41871082e-02
1.24882904e-01 2.85693798e-01]
[ -2.70326301e-02 8.13498297e-02 -1.51409830e-01 3.39748224e-02
-4.39148973e-02 -1.78857170e-01 7.50069261e-02 -1.18625587e-01
-2.00458754e-01 -5.30892799e-02]
[ -3.93238916e-01 -6.58743966e-01 -2.99957356e-01 1.54743680e-01
-1.03043493e-01 4.14028585e-02 3.59244568e-01 -3.89679241e-02
-2.73789637e-02 -2.68765314e-02]
[ -3.11854385e-03 -2.33644591e-01 1.01938393e-02 9.32322625e-02
-2.15100662e-02 -7.22653394e-02 1.81238971e-01 -1.90772279e-01
1.99098717e-01 3.78428937e-02]
[ 1.06936494e-01 -2.64571413e-01 3.16040733e-02 -7.79545766e-02
3.42298227e-02 -4.70158184e-02 8.34002002e-02 1.18125775e-01
7.55855113e-02 -2.71920036e-02]
[ -1.79209599e-01 -1.69639891e-01 -3.04088152e-01 -2.51030648e-02
-1.63272050e-02 7.02057357e-02 -1.12006907e-01 -2.98046887e-02
2.62170575e-01 -1.37332521e-01]
[ 3.42000914e-02 -4.29506517e-01 7.92395872e-02 -1.64985957e-03
-1.44659998e-01 -1.11291543e-01 2.25141138e-01 -1.08281695e-01
1.65723680e-03 7.46518142e-02]
[ -8.34091533e-02 -9.75839059e-02 2.77818474e-03 -1.37114555e-01
-6.21127440e-02 1.45280782e-02 2.15797115e-01 -1.02565153e-01
-6.39115644e-03 -1.19101198e-01]
[ -1.24487012e-01 -2.01804952e-01 -7.10200726e-02 2.25795613e-03
3.63745885e-01 1.01388131e-01 1.55566533e-01 -1.64537678e-02
-1.70829135e-01 -2.15208790e-01]
[ -1.58091168e-01 2.91093349e-03 6.13786151e-02 2.01911800e-02
-1.69852711e-01 -2.19190235e-01 -1.75706676e-01 -1.97170577e-01
8.54595130e-02 1.72236365e-01]
[ -2.75931422e-01 -3.37792156e-01 9.80083722e-02 2.24512105e-01
-1.33149273e-01 -6.74617056e-02 8.79212016e-02 -2.60017824e-01
-2.64915673e-01 -7.81137963e-02]
[ 9.94130001e-02 -1.98800963e-01 -2.31506019e-02 1.14977313e-01
-5.29958092e-02 -8.77659199e-02 2.49587487e-01 2.56043738e-03
2.39619198e-02 3.93709864e-04]
[ 3.90855453e-02 -1.07119760e-01 -2.09651885e-01 1.55025996e-01
-7.57849390e-02 8.14444387e-02 -3.42132956e-02 -1.96472246e-02
-8.59988977e-02 -5.64597062e-04]
[ -1.16622088e-01 -7.83684459e-02 -2.00297944e-01 1.63275983e-01
-1.04349098e-02 1.32102957e-01 6.95126929e-03 -2.50023558e-01
7.70438952e-02 -1.90477256e-01]
[ -6.56465524e-02 -4.43157360e-02 2.76710936e-01 1.04210167e-01
1.08302840e-01 -6.25714464e-02 -1.21564728e-01 1.20971518e-01
7.83607602e-02 4.11362742e-02]
[ 6.18279346e-02 -1.37765438e-02 8.89986006e-02 9.24457583e-02
2.80785209e-02 -1.79128626e-02 2.07916464e-01 1.20592268e-01
-2.37591945e-02 -5.58755824e-02]
[ 9.25033237e-03 -1.43942003e-01 -2.92154282e-01 -5.25315785e-02
1.28610513e-01 -9.24838329e-02 1.37824211e-01 1.62921358e-01
1.07355109e-01 -3.03513215e-02]
[ 4.66166837e-02 -3.84110940e-02 -1.16926783e-01 4.26451936e-02
-1.02976306e-01 3.21936228e-01 2.77847370e-01 2.04314251e-01
-1.61389869e-01 -6.24171141e-02]
[ 4.76653269e-03 -1.85272867e-03 1.23975490e-01 1.10343050e-01
-5.17939977e-03 1.04164990e-01 -1.14010013e-01 -4.14615009e-02
2.18588221e-01 8.38190116e-02]
[ 1.11628290e-01 7.56385176e-02 -4.41578304e-02 -9.58349617e-02
-1.01970390e-01 -3.30518652e-01 1.21553826e-01 8.66655482e-03
1.45224210e-01 9.12323235e-02]
[ -1.00517140e-01 -3.73584765e-02 -1.51137063e-02 2.50583508e-02
-1.52384067e-02 -2.05059048e-01 -6.88615486e-02 -1.98769915e-02
1.88569589e-02 1.29467522e-01]
[ -1.62555000e-01 -1.26690040e-01 -2.04382397e-01 -2.46337754e-02
-2.76733649e-01 1.66413763e-03 5.70114198e-02 -2.56729700e-02
-1.29280356e-02 3.78217721e-02]
[ -2.98753251e-02 -1.22196415e-01 -7.46538984e-02 -1.25057001e-01
5.23914615e-01 2.75317611e-01 5.90776929e-01 1.13156242e-01
-1.80410249e-01 -3.77560064e-01]
[ -1.89577076e-02 -4.33599795e-01 -3.13424232e-02 -7.52758273e-02
6.66673669e-01 1.01172910e-01 5.62190858e-01 9.11912127e-02
2.81865934e-02 -3.89492536e-01]
[ 9.75772651e-03 -4.86706800e-01 -4.40258227e-02 -1.08242929e-01
6.79657772e-01 2.35461688e-02 5.27153844e-01 4.84852274e-02
-3.65255696e-01 -2.21209299e-01]
[ -1.74628834e-01 -6.29390571e-01 -1.08020820e-02 -2.06633706e-01
7.80666495e-01 -9.01457703e-02 6.53790424e-01 -8.33323390e-02
-7.01501632e-02 8.23639100e-02]
[ -3.00761471e-01 -4.50340412e-01 5.40376340e-02 -5.19548928e-02
9.21964532e-01 1.43216669e-01 4.63834177e-01 4.71351427e-02
-9.21917034e-02 -1.40487148e-01]
[ -2.09407752e-01 -3.34808543e-01 2.50650036e-01 -2.45167820e-01
6.72155871e-01 -4.39999635e-02 7.17530130e-01 1.27681068e-02
-2.59195058e-01 -2.94951830e-02]
[ -1.34366873e-01 -2.38844157e-01 -1.82279316e-01 -1.05089896e-01
4.98227010e-01 -2.29103666e-01 1.93673078e-01 1.68478886e-01
-1.19164566e-02 -1.22260042e-01]
[ 9.70199612e-02 2.26877233e-01 1.58011134e-01 -1.11713668e-01
-4.00573139e-02 5.60849469e-02 -1.26416124e-01 2.81123337e-01
5.94209561e-02 1.62620900e-01]
[ 3.55844642e-01 3.46818359e-01 -7.97319984e-02 3.18537398e-01
-9.05127649e-01 -2.89584844e-01 -4.93803169e-01 1.77926297e-01
3.91919215e-01 -1.90040293e-02]
[ 4.77719793e-02 1.30136375e-01 2.53551080e-01 2.48868097e-01
-6.03923396e-02 -1.96450326e-01 -1.78233157e-01 -1.32954275e-01
-1.38798032e-01 -2.89076710e-01]
[ 2.06828720e-02 -7.64120667e-02 -1.20136257e-01 -5.86690735e-02
2.30225958e-01 4.11139563e-02 -9.01761449e-04 -1.85215129e-01
2.97516534e-02 2.02401254e-01]
[ -1.01654809e-03 -5.54574750e-02 -6.80243495e-02 -5.51243653e-02
-1.84297971e-02 -1.76931060e-01 8.70174547e-02 9.59617491e-03
3.36782738e-02 2.09918907e-04]
[ 3.10045250e-02 8.92743977e-02 2.44503456e-01 7.60976181e-02
-2.39755970e-01 -1.36672919e-01 9.45169340e-02 3.96068034e-02
-1.84222287e-01 1.07922973e-01]
[ 7.20074973e-02 3.83992276e-02 1.06923209e-01 5.47609030e-03
-2.35469341e-01 6.85073887e-02 5.58865696e-02 -2.71199748e-01
-1.90587557e-02 -9.01552858e-02]
[ -8.25432333e-03 1.06393217e-01 8.52775116e-02 -2.83781031e-02
-6.13848264e-02 1.79265583e-01 8.43854389e-02 1.18371046e-01
-2.01763860e-02 1.73705939e-01]
[ 2.25067010e-01 8.81120323e-02 2.98812755e-02 8.49031075e-02
1.24600746e-02 -2.51632920e-02 -1.87241852e-01 1.48674943e-01
-5.13333073e-02 -1.58047358e-02]
[ 4.44240971e-02 1.35224797e-02 1.74832500e-02 4.26636925e-02
-4.26231458e-01 -1.23633820e-01 -2.18102589e-01 4.11276707e-02
1.19788723e-01 1.93336341e-01]
[ 5.84301641e-02 5.18570319e-01 1.27738140e-01 4.35885455e-01
-1.21604363e+00 -3.06003264e-01 -5.98721037e-01 -7.09146573e-02
3.00246370e-01 3.44462465e-01]
[ 1.79681741e-01 5.03671757e-01 6.76333802e-02 4.31593827e-01
-9.88872951e-01 -8.40500755e-02 -4.42239241e-01 1.51315902e-01
2.14314071e-01 4.82191094e-01]
[ 2.55339813e-01 3.26470861e-01 2.47833921e-01 1.53863890e-01
-4.76154740e-01 7.89082158e-02 -2.32070318e-01 1.62907742e-01
2.44426519e-01 8.42563232e-02]
[ -7.50807120e-02 2.26421643e-01 2.40736463e-01 1.49518731e-02
-4.40838246e-02 1.31094431e-01 -1.04614073e-01 -1.53975629e-02
-3.38112046e-02 4.84354267e-02]
[ -1.01030279e-01 -1.00207710e-03 2.37426673e-02 9.04770260e-02
-5.08835140e-02 1.16530765e-01 2.47350981e-01 1.97173748e-02
-2.76851036e-01 -9.60262665e-02]
[ -2.21259073e-01 -3.25437016e-02 -9.37656113e-02 -3.44137847e-01
1.82557214e-01 1.19148193e-01 1.07358817e-01 1.03340876e-01
-2.06801519e-01 3.28074520e-02]
[ 1.07049389e-02 -4.05534486e-01 -1.27491659e-01 -1.60338122e-01
3.68875110e-01 2.51523370e-02 1.91727923e-01 1.52487251e-01
-1.64643005e-01 -2.21389862e-01]
[ 1.12632214e-01 -2.36926175e-01 -1.55711390e-01 -2.07981858e-02
-2.22768071e-02 -4.71276752e-02 9.96422258e-02 -1.54092429e-01
1.16127216e-01 -1.56297721e-01]
[ -1.11313247e-01 5.51590023e-02 2.66645545e-01 2.94903966e-03
1.41011744e-01 7.76497659e-02 4.84572221e-02 -2.96550011e-01
-1.04834105e-01 -5.02955330e-02]
[ -3.44131445e-01 1.62706462e-02 1.62554714e-02 -1.99982905e-02
1.48120770e-01 -1.76703104e-01 1.15773510e-02 2.34675423e-01
-8.03854477e-02 8.06225375e-02]
[ 1.41871459e-01 -6.86402740e-03 -2.34783827e-01 -8.42270638e-02
1.27084397e-01 -2.98090558e-01 9.13613263e-02 -1.67569951e-01
-1.05610553e-03 -1.90993612e-01]
[ 2.11758125e-01 -1.98565438e-01 6.47088079e-02 -2.25257917e-02
9.89608272e-02 -3.69721160e-02 5.27366094e-02 -1.36754284e-01
1.13277127e-01 -1.77975556e-01]
[ -1.06890096e-01 -8.61046261e-02 1.20778257e-01 1.06756772e-01
4.22973044e-02 -1.13628196e-01 2.64325914e-01 -7.83560588e-02
1.80728074e-01 -5.65073762e-03]
[ -2.59729679e-02 -2.12120654e-01 1.89660808e-01 -2.81410127e-01
-1.29314517e-01 1.25592124e-01 1.04609595e-01 -1.20623644e-01
8.34377200e-04 1.95395825e-01]]
[[ 0.61468583]
[ 1.6896293 ]
[ 0.24034729]
[ 0.87892677]
[-2.75025577]
[-0.27144434]
[-1.71981666]
[ 0.06562947]
[ 0.69239703]
[ 0.87774977]]
Progress: 41.8% ... Training loss: 0.274 ... Validation loss: 0.459[[ 1.60702372e-01 2.38406822e-01 -1.05226955e-01 1.05389878e-01
-5.09011837e-01 -7.03268574e-02 -7.21628967e-02 1.20904173e-01
-5.79527045e-02 1.93339427e-01]
[ 1.82576096e-02 1.55876423e-01 -1.75437666e-02 5.26776464e-02
6.52017847e-02 -8.74796444e-03 3.07479988e-01 4.17075820e-02
1.46999835e-01 -2.19048398e-02]
[ 1.90715637e-01 7.72294517e-01 9.27227815e-03 -5.64373823e-02
6.80311412e-01 -1.94286376e-02 -8.85845918e-01 -4.15350826e-02
4.73852494e-02 2.77652120e-01]
[ 4.67039700e-02 -3.73480408e-01 -1.96879250e-01 1.76263591e-01
-1.92195546e-02 1.30074582e-01 2.02701912e-01 6.40310488e-02
1.23353769e-01 2.83710507e-01]
[ -2.77124181e-02 8.00852453e-02 -1.51610763e-01 3.31411639e-02
-4.25132397e-02 -1.78643085e-01 7.64694413e-02 -1.18682569e-01
-2.01045829e-01 -5.37416885e-02]
[ -3.93427955e-01 -6.58983487e-01 -3.00014978e-01 1.54582771e-01
-1.04928794e-01 4.14499251e-02 3.59865312e-01 -3.89813351e-02
-2.75858520e-02 -2.70901056e-02]
[ -2.75110055e-03 -2.32002335e-01 1.03376884e-02 9.36564371e-02
-2.23813972e-02 -7.24260037e-02 1.79627746e-01 -1.90735125e-01
1.99444249e-01 3.84838718e-02]
[ 1.07175334e-01 -2.64506834e-01 3.16766237e-02 -7.76311259e-02
3.33056019e-02 -4.70900794e-02 8.31494834e-02 1.18145346e-01
7.58887041e-02 -2.69050930e-02]
[ -1.77358494e-01 -1.65628327e-01 -3.03365584e-01 -2.24968714e-02
-2.39023281e-02 6.94397752e-02 -1.16669090e-01 -2.96043497e-02
2.64145714e-01 -1.34655009e-01]
[ 3.45566405e-02 -4.28141852e-01 7.93370248e-02 -1.27831411e-03
-1.47087997e-01 -1.11412097e-01 2.23654012e-01 -1.08246381e-01
1.87165065e-03 7.53688089e-02]
[ -8.20646438e-02 -9.40161368e-02 3.32659371e-03 -1.35143874e-01
-6.89508894e-02 1.39374622e-02 2.12423119e-01 -1.02421409e-01
-4.84272394e-03 -1.17318287e-01]
[ -1.23919721e-01 -2.01258510e-01 -7.07845740e-02 3.10863877e-03
3.61756052e-01 1.01145481e-01 1.54524275e-01 -1.63891722e-02
-1.70175006e-01 -2.14316869e-01]
[ -1.58091168e-01 2.91093349e-03 6.13786151e-02 2.01911800e-02
-1.69852711e-01 -2.19190235e-01 -1.75706676e-01 -1.97170577e-01
8.54595130e-02 1.72236365e-01]
[ -2.75931672e-01 -3.37973453e-01 9.80092718e-02 2.24547424e-01
-1.33782295e-01 -6.74777519e-02 8.81935327e-02 -2.60015455e-01
-2.64931440e-01 -7.81515203e-02]
[ 9.93298881e-02 -1.98848610e-01 -2.31744400e-02 1.14902713e-01
-5.36940415e-02 -8.77353210e-02 2.49831699e-01 2.55580667e-03
2.39274473e-02 3.26265291e-04]
[ 3.89493110e-02 -1.06918296e-01 -2.09684269e-01 1.54893993e-01
-7.64875730e-02 8.14782797e-02 -3.43129606e-02 -1.96567417e-02
-8.61517318e-02 -6.74901786e-04]
[ -1.16214350e-01 -7.70156264e-02 -2.00137263e-01 1.63818735e-01
-1.12073217e-02 1.31933289e-01 5.62521805e-03 -2.49984326e-01
7.74711653e-02 -1.89790298e-01]
[ -6.54161415e-02 -4.35893804e-02 2.76798441e-01 1.04512353e-01
1.07273225e-01 -6.26755903e-02 -1.22394581e-01 1.20995346e-01
7.85853522e-02 4.14659969e-02]
[ 6.16546500e-02 -1.42599283e-02 8.89215565e-02 9.21439356e-02
2.88954235e-02 -1.78335436e-02 2.08503146e-01 1.20572620e-01
-2.39838967e-02 -5.61404986e-02]
[ 9.08523668e-03 -1.44270129e-01 -2.92226846e-01 -5.27641044e-02
1.29057341e-01 -9.24067655e-02 1.38126212e-01 1.62902967e-01
1.07169798e-01 -3.05928877e-02]
[ 4.69120227e-02 -3.83407755e-02 -1.16803653e-01 4.30708119e-02
-1.04003302e-01 3.21813458e-01 2.77578050e-01 2.04341884e-01
-1.61028449e-01 -6.20376439e-02]
[ 5.27420798e-03 -7.85203168e-04 1.24148330e-01 1.11040235e-01
-6.67352819e-03 1.03992403e-01 -1.15432688e-01 -4.14084653e-02
2.19101481e-01 8.45406163e-02]
[ 1.12661459e-01 7.80392024e-02 -4.37528224e-02 -9.44199214e-02
-1.06676733e-01 -3.30946868e-01 1.19100209e-01 8.77574394e-03
1.46307809e-01 9.26881307e-02]
[ -1.00108431e-01 -3.65534182e-02 -1.49529800e-02 2.56620953e-02
-1.67948023e-02 -2.05246277e-01 -6.98980457e-02 -1.98300029e-02
1.93442700e-02 1.30081259e-01]
[ -1.62611714e-01 -1.26794935e-01 -2.04406011e-01 -2.47217580e-02
-2.76633579e-01 1.69015282e-03 5.71404917e-02 -2.56794062e-02
-1.29954252e-02 3.77482534e-02]
[ -2.95646222e-02 -1.21658227e-01 -7.45247397e-02 -1.24579814e-01
5.22794062e-01 2.75170751e-01 5.90233940e-01 1.13191000e-01
-1.80049804e-01 -3.77153414e-01]
[ -1.90542845e-02 -4.34026172e-01 -3.13879033e-02 -7.54397954e-02
6.67004439e-01 1.01219757e-01 5.62626117e-01 9.11802614e-02
2.80792323e-02 -3.89647249e-01]
[ 9.70867161e-03 -4.87035372e-01 -4.40529353e-02 -1.08326657e-01
6.80278754e-01 2.35728006e-02 5.27106561e-01 4.84809732e-02
-3.65311569e-01 -2.21244940e-01]
[ -1.74591299e-01 -6.29316286e-01 -1.07850987e-02 -2.06584281e-01
7.80427395e-01 -9.01654206e-02 6.53735322e-01 -8.33288200e-02
-7.01026713e-02 8.24271781e-02]
[ -3.00775496e-01 -4.50454491e-01 5.40404341e-02 -5.19591966e-02
9.22213714e-01 1.43223161e-01 4.63848872e-01 4.71357962e-02
-9.22166665e-02 -1.40499201e-01]
[ -2.09261736e-01 -3.34636869e-01 2.50727046e-01 -2.44910314e-01
6.71467602e-01 -4.40755308e-02 7.17558226e-01 1.27874241e-02
-2.58977504e-01 -2.91935049e-02]
[ -1.34487247e-01 -2.39100445e-01 -1.82323641e-01 -1.05263137e-01
4.98705278e-01 -2.29053534e-01 1.93923571e-01 1.68466447e-01
-1.20555283e-02 -1.22424778e-01]
[ 9.70242286e-02 2.27016711e-01 1.57991821e-01 -1.11737263e-01
-4.05303037e-02 5.60961263e-02 -1.26635969e-01 2.81122138e-01
5.93903570e-02 1.62580791e-01]
[ 3.55471529e-01 3.46355531e-01 -7.98768880e-02 3.18017629e-01
-9.04439830e-01 -2.89417114e-01 -4.93160284e-01 1.77885875e-01
3.91530334e-01 -1.95401397e-02]
[ 4.79753996e-02 1.30715966e-01 2.53636178e-01 2.49173527e-01
-6.13688610e-02 -1.96546451e-01 -1.78834500e-01 -1.32930965e-01
-1.38558649e-01 -2.88765314e-01]
[ 2.04383396e-02 -7.71161110e-02 -1.20241813e-01 -5.90799419e-02
2.31118771e-01 4.12243381e-02 -2.34570898e-04 -1.85243735e-01
2.94346926e-02 2.02079178e-01]
[ -1.14535064e-03 -5.57639578e-02 -6.80806401e-02 -5.53284096e-02
-1.78367925e-02 -1.76871902e-01 8.73635926e-02 9.58150414e-03
3.35198195e-02 5.84451647e-06]
[ 3.20813388e-02 9.20029009e-02 2.44914948e-01 7.76780972e-02
-2.44369441e-01 -1.37146319e-01 9.16131552e-02 3.97251603e-02
-1.82970754e-01 1.09503976e-01]
[ 7.16492908e-02 3.76630062e-02 1.06778458e-01 4.94522380e-03
-2.33910358e-01 6.86658089e-02 5.66859863e-02 -2.71235019e-01
-1.94791245e-02 -9.06792586e-02]
[ -6.88615448e-03 1.09834668e-01 8.58243385e-02 -2.64514880e-02
-6.72823557e-02 1.78684159e-01 8.08254107e-02 1.18512468e-01
-1.87115878e-02 1.75641693e-01]
[ 2.24855072e-01 8.75000072e-02 2.97933268e-02 8.45779992e-02
1.34654131e-02 -2.50702258e-02 -1.86687729e-01 1.48650895e-01
-5.15848371e-02 -1.61260767e-02]
[ 4.46023352e-02 1.38898886e-02 1.75700467e-02 4.29554766e-02
-4.27171547e-01 -1.23704738e-01 -2.18287830e-01 4.11507026e-02
1.19971698e-01 1.93620001e-01]
[ 5.90185743e-02 5.19736975e-01 1.27945478e-01 4.36660851e-01
-1.21814419e+00 -3.06235396e-01 -5.99867628e-01 -7.08640507e-02
3.00832311e-01 3.45163525e-01]
[ 1.79199997e-01 5.02408510e-01 6.74413198e-02 4.30909550e-01
-9.86737438e-01 -8.38312154e-02 -4.40999625e-01 1.51265865e-01
2.13770129e-01 4.81554083e-01]
[ 2.55766238e-01 3.27767619e-01 2.48014339e-01 1.54479528e-01
-4.78440668e-01 7.87076773e-02 -2.33430941e-01 1.62955863e-01
2.44914962e-01 8.49057489e-02]
[ -7.52392473e-02 2.26187366e-01 2.40682492e-01 1.47337466e-02
-4.36719548e-02 1.31162490e-01 -1.04333219e-01 -1.54134215e-02
-3.39808934e-02 4.82441345e-02]
[ -1.00918182e-01 -6.05981016e-04 2.37871278e-02 9.06298611e-02
-5.14601149e-02 1.16482498e-01 2.47028109e-01 1.97292716e-02
-2.76725905e-01 -9.58554885e-02]
[ -2.21428397e-01 -3.30393443e-02 -9.38318688e-02 -3.44377081e-01
1.83278874e-01 1.19226535e-01 1.07876614e-01 1.03322414e-01
-2.06996661e-01 3.25890261e-02]
[ 1.09274198e-02 -4.05015618e-01 -1.27410741e-01 -1.59996378e-01
3.67844542e-01 2.50480978e-02 1.90993677e-01 1.52512131e-01
-1.64386891e-01 -2.21041154e-01]
[ 1.12119411e-01 -2.38525482e-01 -1.55935764e-01 -2.14927313e-02
-2.15493113e-02 -4.68976029e-02 1.00691864e-01 -1.54149973e-01
1.15485102e-01 -1.56992036e-01]
[ -1.11691237e-01 5.41269143e-02 2.66493370e-01 2.41322064e-03
1.42461486e-01 7.78083066e-02 4.94299938e-02 -2.96580789e-01
-1.05260327e-01 -5.08705023e-02]
[ -3.43778625e-01 1.65868585e-02 1.64010546e-02 -1.94680737e-02
1.46827742e-01 -1.76867641e-01 1.12135125e-02 2.34710706e-01
-7.99427937e-02 8.11182322e-02]
[ 1.41953022e-01 -6.33991174e-03 -2.34756663e-01 -8.41531121e-02
1.26414210e-01 -2.98127288e-01 9.08543080e-02 -1.67561466e-01
-9.84599061e-04 -1.90902879e-01]
[ 2.11950560e-01 -1.98087276e-01 6.47732267e-02 -2.23076738e-02
9.91940484e-02 -3.70375936e-02 5.23457851e-02 -1.36738545e-01
1.13468686e-01 -1.77681388e-01]
[ -1.05355952e-01 -8.22672650e-02 1.21394155e-01 1.08975878e-01
3.60285737e-02 -1.14301075e-01 2.60524791e-01 -7.81889888e-02
1.82384498e-01 -3.45306482e-03]
[ -2.49747867e-02 -2.09166233e-01 1.90065639e-01 -2.80028245e-01
-1.34749006e-01 1.25189316e-01 1.01746609e-01 -1.20518246e-01
1.95754584e-03 1.96978667e-01]]
[[ 0.62183477]
[ 1.69965951]
[ 0.24907482]
[ 0.88573473]
[-2.7433856 ]
[-0.26446235]
[-1.71367906]
[ 0.0731301 ]
[ 0.70083892]
[ 0.88611827]]
Progress: 41.8% ... Training loss: 0.269 ... Validation loss: 0.451[[ 1.59990181e-01 2.37017228e-01 -1.05598330e-01 1.04160858e-01
-5.06236824e-01 -6.99820682e-02 -7.10023512e-02 1.20817416e-01
-5.86527159e-02 1.92184074e-01]
[ 1.81058039e-02 1.55660778e-01 -1.76067046e-02 5.24560884e-02
6.58470864e-02 -8.68835622e-03 3.07814796e-01 4.16926915e-02
1.46827257e-01 -2.21285598e-02]
[ 1.89488139e-01 7.67782704e-01 8.72195660e-03 -5.84896948e-02
6.86878461e-01 -1.88148729e-02 -8.82901785e-01 -4.16976252e-02
4.60072239e-02 2.75883118e-01]
[ 4.67204269e-02 -3.73416335e-01 -1.96954552e-01 1.76256834e-01
-1.81540945e-02 1.30119857e-01 2.02150639e-01 6.40041889e-02
1.23400815e-01 2.84151861e-01]
[ -2.64720586e-02 8.29128928e-02 -1.51056440e-01 3.52551208e-02
-4.68470135e-02 -1.79232350e-01 7.52929979e-02 -1.18507730e-01
-1.99859700e-01 -5.19738505e-02]
[ -3.91785063e-01 -6.55018347e-01 -2.99424295e-01 1.56827043e-01
-1.12630525e-01 4.07564562e-02 3.55195507e-01 -3.87892220e-02
-2.57561955e-02 -2.49908111e-02]
[ -1.43953836e-03 -2.28962583e-01 1.08759014e-02 9.54747873e-02
-2.84507944e-02 -7.29780740e-02 1.75945541e-01 -1.90576446e-01
2.00770919e-01 4.03203219e-02]
[ 1.06322887e-01 -2.67898867e-01 3.12587307e-02 -7.89903205e-02
3.79713195e-02 -4.66349146e-02 8.60244864e-02 1.18023301e-01
7.49867020e-02 -2.82640042e-02]
[ -1.78579446e-01 -1.68559766e-01 -3.03816624e-01 -2.42193857e-02
-1.96991814e-02 6.99490613e-02 -1.13289766e-01 -2.97522514e-02
2.62905690e-01 -1.36376127e-01]
[ 3.46062469e-02 -4.29277315e-01 7.92900547e-02 -1.48000724e-03
-1.49126859e-01 -1.11337757e-01 2.23924583e-01 -1.08259837e-01
2.19572768e-03 7.50907062e-02]
[ -8.13754154e-02 -9.19083933e-02 3.59177767e-03 -1.34188418e-01
-7.19127900e-02 1.36198161e-02 2.10022964e-01 -1.02338790e-01
-4.20534036e-03 -1.16296079e-01]
[ -1.23777502e-01 -2.01549368e-01 -7.07428248e-02 3.33578867e-03
3.61854552e-01 1.01107699e-01 1.54556176e-01 -1.63774901e-02
-1.70122166e-01 -2.14205259e-01]
[ -1.58091168e-01 2.91093349e-03 6.13786151e-02 2.01911800e-02
-1.69852711e-01 -2.19190235e-01 -1.75706676e-01 -1.97170577e-01
8.54595130e-02 1.72236365e-01]
[ -2.76009489e-01 -3.38044592e-01 9.79653922e-02 2.24362056e-01
-1.33441474e-01 -6.74278969e-02 8.83340949e-02 -2.60028441e-01
-2.65053109e-01 -7.83351830e-02]
[ 9.88257304e-02 -1.99232023e-01 -2.33781501e-02 1.14234014e-01
-5.28491068e-02 -8.75159153e-02 2.50547623e-01 2.49703841e-03
2.33976094e-02 -3.80869484e-04]
[ 4.10808797e-02 -1.02604063e-01 -2.08886790e-01 1.57846981e-01
-8.50093738e-02 8.05549373e-02 -3.96953654e-02 -1.94040548e-02
-8.37831234e-02 2.18833451e-03]
[ -1.16145206e-01 -7.67158734e-02 -2.00115812e-01 1.63898825e-01
-1.11669909e-02 1.31900704e-01 5.36981650e-03 -2.49972880e-01
7.75335516e-02 -1.89709655e-01]
[ -6.41916088e-02 -4.09517032e-02 2.77324557e-01 1.06257369e-01
1.01547666e-01 -6.31841099e-02 -1.25593813e-01 1.21142343e-01
7.98794499e-02 4.32286702e-02]
[ 6.17370288e-02 -1.40178798e-02 8.89490011e-02 9.22405292e-02
2.83756776e-02 -1.78605445e-02 2.08059198e-01 1.20580402e-01
-2.39346522e-02 -5.60354741e-02]
[ 8.70787136e-03 -1.45441796e-01 -2.92406604e-01 -5.33861543e-02
1.30827244e-01 -9.22166519e-02 1.39183619e-01 1.62854977e-01
1.06744417e-01 -3.10870937e-02]
[ 4.72853961e-02 -3.77504142e-02 -1.16647482e-01 4.36162932e-02
-1.05605271e-01 3.21651527e-01 2.76982771e-01 2.04384665e-01
-1.60574248e-01 -6.16196658e-02]
[ 3.64332300e-03 -5.14685828e-03 1.23435690e-01 1.08615304e-01
1.06532286e-03 1.04744818e-01 -1.11097015e-01 -4.16196155e-02
2.17325849e-01 8.21020888e-02]
[ 1.12703824e-01 7.80805122e-02 -4.37294519e-02 -9.43666220e-02
-1.06616829e-01 -3.30961699e-01 1.19018912e-01 8.78036843e-03
1.46365353e-01 9.27674518e-02]
[ -1.00807384e-01 -3.81683745e-02 -1.51957442e-02 2.47220277e-02
-1.54262696e-02 -2.04970612e-01 -6.79543733e-02 -1.99131746e-02
1.86560609e-02 1.29104980e-01]
[ -1.62364844e-01 -1.26636066e-01 -2.04315328e-01 -2.43731987e-02
-2.77330045e-01 1.58981990e-03 5.68071310e-02 -2.56508121e-02
-1.27264781e-02 3.80949029e-02]
[ -2.94780976e-02 -1.21683915e-01 -7.44936058e-02 -1.24480118e-01
5.22488660e-01 2.75140901e-01 5.90169192e-01 1.13199622e-01
-1.79976458e-01 -3.77050174e-01]
[ -1.88851779e-02 -4.33830838e-01 -3.13138702e-02 -7.51590841e-02
6.66235256e-01 1.01137002e-01 5.62392157e-01 9.12026096e-02
2.82937347e-02 -3.89411490e-01]
[ 9.89313540e-03 -4.86874827e-01 -4.39850807e-02 -1.08068649e-01
6.79416901e-01 2.34910457e-02 5.27014022e-01 4.85025349e-02
-3.65145646e-01 -2.21122383e-01]
[ -1.74903409e-01 -6.30384398e-01 -1.09145997e-02 -2.07028891e-01
7.81513381e-01 -9.00298513e-02 6.54803414e-01 -8.33664530e-02
-7.04353269e-02 8.20640289e-02]
[ -3.00621962e-01 -4.50276950e-01 5.41043940e-02 -5.17381431e-02
9.21981076e-01 1.43152945e-01 4.63514596e-01 4.71552658e-02
-9.20540631e-02 -1.40262147e-01]
[ -2.09221172e-01 -3.34494333e-01 2.50732385e-01 -2.44886086e-01
6.71576630e-01 -4.40876867e-02 7.17226572e-01 1.27907420e-02
-2.58957722e-01 -2.91855179e-02]
[ -1.34394027e-01 -2.38860399e-01 -1.82284316e-01 -1.05122171e-01
4.98358435e-01 -2.29091114e-01 1.93647294e-01 1.68477929e-01
-1.19454302e-02 -1.22286054e-01]
[ 9.77056419e-02 2.28430099e-01 1.58241807e-01 -1.10824836e-01
-4.28845786e-02 5.58384440e-02 -1.28222384e-01 2.81195424e-01
6.01454648e-02 1.63434903e-01]
[ 3.54627759e-01 3.44822089e-01 -8.02275535e-02 3.16754164e-01
-9.02015227e-01 -2.89043885e-01 -4.91338187e-01 1.77777804e-01
3.90723643e-01 -2.08150201e-02]
[ 4.78910137e-02 1.30504793e-01 2.53603144e-01 2.49039792e-01
-6.08397181e-02 -1.96507614e-01 -1.78650255e-01 -1.32942109e-01
-1.38676362e-01 -2.88910264e-01]
[ 2.01597434e-02 -7.76497039e-02 -1.20350824e-01 -5.94619353e-02
2.32030452e-01 4.13378203e-02 2.95784555e-04 -1.85276251e-01
2.91197198e-02 2.01708531e-01]
[ -1.42624951e-03 -5.63639190e-02 -6.81852457e-02 -5.57736229e-02
-1.76967218e-02 -1.76760088e-01 8.74515094e-02 9.54501542e-03
3.31531034e-02 -4.13547363e-04]
[ 3.24861871e-02 9.27115048e-02 2.45072888e-01 7.82332672e-02
-2.45643165e-01 -1.37313011e-01 9.07947935e-02 3.97727277e-02
-1.82524633e-01 1.10069577e-01]
[ 7.17471368e-02 3.79336828e-02 1.06816778e-01 5.08168477e-03
-2.34430629e-01 6.86245045e-02 5.63621446e-02 -2.71224633e-01
-1.93712673e-02 -9.05291898e-02]
[ -7.66391573e-03 1.07909182e-01 8.55282442e-02 -2.75656002e-02
-6.39759453e-02 1.79015126e-01 8.26724008e-02 1.18420575e-01
-1.95609656e-02 1.74533735e-01]
[ 2.26317484e-01 9.08944679e-02 3.03442286e-02 8.65892934e-02
7.64918505e-03 -2.57032794e-02 -1.90787171e-01 1.48830184e-01
-4.99058377e-02 -1.40504552e-02]
[ 4.48836272e-02 1.45755990e-02 1.76698830e-02 4.33200749e-02
-4.28414324e-01 -1.23802019e-01 -2.18914769e-01 4.11794843e-02
1.20246098e-01 1.93936186e-01]
[ 5.98830234e-02 5.21424971e-01 1.28288031e-01 4.37921803e-01
-1.22179508e+00 -3.06595694e-01 -6.01465225e-01 -7.07602952e-02
3.01816973e-01 3.46349209e-01]
[ 1.78145620e-01 4.99537855e-01 6.69996648e-02 4.29416483e-01
-9.82559178e-01 -8.33565331e-02 -4.38146087e-01 1.51134345e-01
2.12552898e-01 4.80077018e-01]
[ 2.55993102e-01 3.28404673e-01 2.48105219e-01 1.54824790e-01
-4.79703134e-01 7.86119008e-02 -2.34130594e-01 1.62984854e-01
2.45182458e-01 8.52695334e-02]
[ -7.50819395e-02 2.26567077e-01 2.40744245e-01 1.49601156e-02
-4.43043958e-02 1.31095007e-01 -1.04669487e-01 -1.53944861e-02
-3.37934703e-02 4.84692804e-02]
[ -1.01021154e-01 -8.87880236e-04 2.37486270e-02 9.04872850e-02
-5.10278130e-02 1.16528586e-01 2.47276478e-01 1.97170565e-02
-2.76840719e-01 -9.59777111e-02]
[ -2.21224400e-01 -3.24316541e-02 -9.37556498e-02 -3.44102157e-01
1.82436318e-01 1.19144731e-01 1.07268435e-01 1.03345837e-01
-2.06779693e-01 3.28631383e-02]
[ 1.04355038e-02 -4.05985479e-01 -1.27597745e-01 -1.60708813e-01
3.69936343e-01 2.52580282e-02 1.92284539e-01 1.52453240e-01
-1.64917707e-01 -2.21760813e-01]
[ 1.13388485e-01 -2.36708642e-01 -1.55496446e-01 -1.99267572e-02
-2.64634594e-02 -4.73798867e-02 9.77641422e-02 -1.54017389e-01
1.17043874e-01 -1.55321015e-01]
[ -1.11355011e-01 5.48035303e-02 2.66652561e-01 2.96482468e-03
1.40917051e-01 7.76469770e-02 4.88381317e-02 -2.96532824e-01
-1.04802483e-01 -5.04291803e-02]
[ -3.44013444e-01 1.63958271e-02 1.62994881e-02 -1.98788314e-02
1.47638488e-01 -1.76770087e-01 1.11784172e-02 2.34673220e-01
-8.02266170e-02 8.07102501e-02]
[ 1.42642760e-01 -5.02773415e-03 -2.34491732e-01 -8.31582572e-02
1.23395015e-01 -2.98407532e-01 8.94611012e-02 -1.67479354e-01
-2.41937620e-04 -1.89945385e-01]
[ 2.11425843e-01 -2.00091470e-01 6.45342008e-02 -2.30846483e-02
1.01739613e-01 -3.67940690e-02 5.38373967e-02 -1.36807719e-01
1.12664295e-01 -1.78601572e-01]
[ -1.05141919e-01 -8.19366793e-02 1.21482958e-01 1.09267896e-01
3.54751373e-02 -1.14383553e-01 2.60154155e-01 -7.81603678e-02
1.82658724e-01 -3.15730401e-03]
[ -2.58432685e-02 -2.10425805e-01 1.89713951e-01 -2.81264051e-01
-1.32976367e-01 1.25573484e-01 1.03475836e-01 -1.20622022e-01
1.02655587e-03 1.95796951e-01]]
[[ 0.62262618]
[ 1.69867114]
[ 0.25055809]
[ 0.88900015]
[-2.74207061]
[-0.26253293]
[-1.70772249]
[ 0.07420595]
[ 0.7009961 ]
[ 0.88618258]]
Progress: 41.9% ... Training loss: 0.269 ... Validation loss: 0.452[[ 1.59585807e-01 2.36091186e-01 -1.05775967e-01 1.03575330e-01
-5.04225053e-01 -6.97789396e-02 -7.01437943e-02 1.20769999e-01
-5.91948317e-02 1.91763562e-01]
[ 1.71456719e-02 1.53463621e-01 -1.79797519e-02 5.10333159e-02
6.98007477e-02 -8.27015821e-03 3.09732428e-01 4.15766051e-02
1.45709182e-01 -2.34724475e-02]
[ 1.89344150e-01 7.68584393e-01 8.67283157e-03 -5.88158746e-02
6.87577913e-01 -1.87880903e-02 -8.83627511e-01 -4.17209901e-02
4.59378836e-02 2.76189423e-01]
[ 4.38767516e-02 -3.81230464e-01 -1.98149818e-01 1.72371550e-01
-6.39762133e-03 1.31422752e-01 2.09681089e-01 6.36585233e-02
1.20145971e-01 2.79964234e-01]
[ -2.70041890e-02 8.19530253e-02 -1.51218947e-01 3.46527510e-02
-4.51868162e-02 -1.79099714e-01 7.62765422e-02 -1.18547100e-01
-2.00281176e-01 -5.25105142e-02]
[ -3.91988108e-01 -6.55598349e-01 -2.99515296e-01 1.56482106e-01
-1.12094984e-01 4.08803194e-02 3.55693969e-01 -3.88191062e-02
-2.60968035e-02 -2.54278039e-02]
[ -2.79814489e-03 -2.31660071e-01 1.03742541e-02 9.36866088e-02
-2.32048429e-02 -7.24542812e-02 1.78506513e-01 -1.90733538e-01
1.99326175e-01 3.86383641e-02]
[ 1.06718315e-01 -2.67018051e-01 3.13873357e-02 -7.84967026e-02
3.62084288e-02 -4.67893087e-02 8.48949982e-02 1.18065444e-01
7.54158561e-02 -2.74634511e-02]
[ -1.78245872e-01 -1.67707949e-01 -3.03693239e-01 -2.38119289e-02
-2.07745310e-02 6.98443841e-02 -1.13718514e-01 -2.97199651e-02
2.63193179e-01 -1.35996140e-01]
[ 3.56121683e-02 -4.25682518e-01 7.96880765e-02 -1.98523390e-04
-1.53144056e-01 -1.11731327e-01 2.20733086e-01 -1.08149788e-01
3.18660206e-03 7.67376092e-02]
[ -8.20878957e-02 -9.39602241e-02 3.31935770e-03 -1.35193651e-01
-6.97003162e-02 1.39082090e-02 2.11428036e-01 -1.02422891e-01
-5.02023279e-03 -1.17310824e-01]
[ -1.24903592e-01 -2.04637193e-01 -7.12090855e-02 1.82749754e-03
3.66602526e-01 1.01601460e-01 1.57843800e-01 -1.65159847e-02
-1.71366857e-01 -2.15775827e-01]
[ -1.58091168e-01 2.91093349e-03 6.13786151e-02 2.01911800e-02
-1.69852711e-01 -2.19190235e-01 -1.75706676e-01 -1.97170577e-01
8.54595130e-02 1.72236365e-01]
[ -2.76067830e-01 -3.38194113e-01 9.79487985e-02 2.24326951e-01
-1.34123938e-01 -6.74096270e-02 8.86165848e-02 -2.60035402e-01
-2.65143957e-01 -7.84900763e-02]
[ 9.83669491e-02 -2.00337305e-01 -2.35692514e-02 1.13523124e-01
-5.09124725e-02 -8.73106550e-02 2.51225846e-01 2.43941719e-03
2.28557855e-02 -1.02702755e-03]
[ 4.12798138e-02 -1.02349414e-01 -2.08808462e-01 1.58085028e-01
-8.51244879e-02 8.04834072e-02 -3.98642747e-02 -1.93776384e-02
-8.35891660e-02 2.41993579e-03]
[ -1.16135316e-01 -7.68915233e-02 -2.00112838e-01 1.63910381e-01
-1.09356350e-02 1.31887462e-01 5.26408662e-03 -2.49970273e-01
7.75424360e-02 -1.89617147e-01]
[ -6.52289558e-02 -4.28175570e-02 2.76963196e-01 1.04870210e-01
1.05546012e-01 -6.27603723e-02 -1.23636413e-01 1.21020047e-01
7.87325207e-02 4.18637342e-02]
[ 6.17369212e-02 -1.39451797e-02 8.89460475e-02 9.23466163e-02
2.79194389e-02 -1.78892635e-02 2.08025107e-01 1.20583517e-01
-2.38437719e-02 -5.59334118e-02]
[ 7.74515795e-03 -1.47856735e-01 -2.92857763e-01 -5.49447714e-02
1.35135123e-01 -9.17758616e-02 1.41294587e-01 1.62727765e-01
1.05537790e-01 -3.24885560e-02]
[ 4.83009801e-02 -3.53228915e-02 -1.16224828e-01 4.50963688e-02
-1.09912517e-01 3.21200127e-01 2.74512336e-01 2.04508705e-01
-1.59392042e-01 -6.00737990e-02]
[ 4.68260263e-03 -2.43457778e-03 1.23864309e-01 1.10109305e-01
-3.23272570e-03 1.04332578e-01 -1.13455210e-01 -4.14976986e-02
2.18443053e-01 8.36190482e-02]
[ 1.12593732e-01 7.79283338e-02 -4.37759436e-02 -9.45638517e-02
-1.06052302e-01 -3.30908005e-01 1.19177197e-01 8.76492344e-03
1.46256115e-01 9.26004212e-02]
[ -1.01091153e-01 -3.90563680e-02 -1.53172362e-02 2.43186855e-02
-1.42772676e-02 -2.04837693e-01 -6.69241221e-02 -1.99492363e-02
1.83237450e-02 1.28703303e-01]
[ -1.62550030e-01 -1.26896659e-01 -2.04397410e-01 -2.46426618e-02
-2.76715427e-01 1.68086374e-03 5.72280736e-02 -2.56758571e-02
-1.29605387e-02 3.78036533e-02]
[ -2.93981332e-02 -1.21492629e-01 -7.44578130e-02 -1.24366038e-01
5.22193882e-01 2.75103205e-01 5.89836445e-01 1.13210943e-01
-1.79879292e-01 -3.76879168e-01]
[ -1.90091665e-02 -4.34071515e-01 -3.13698735e-02 -7.53410091e-02
6.66759473e-01 1.01191189e-01 5.62577032e-01 9.11869665e-02
2.81477519e-02 -3.89573740e-01]
[ 1.01129055e-02 -4.86693910e-01 -4.38816927e-02 -1.07687650e-01
6.78424625e-01 2.33770381e-02 5.26758781e-01 4.85331456e-02
-3.64890738e-01 -2.20800631e-01]
[ -1.74926863e-01 -6.30493236e-01 -1.09273977e-02 -2.07066068e-01
7.81727385e-01 -9.00190318e-02 6.54875979e-01 -8.33697176e-02
-7.04711748e-02 8.20419624e-02]
[ -3.00655479e-01 -4.50594992e-01 5.41052772e-02 -5.17292060e-02
9.21946272e-01 1.43153658e-01 4.63817601e-01 4.71551956e-02
-9.20531181e-02 -1.40268028e-01]
[ -2.09439720e-01 -3.34978899e-01 2.50642299e-01 -2.45213134e-01
6.72537883e-01 -4.39923639e-02 7.17628470e-01 1.27640667e-02
-2.59216586e-01 -2.95022224e-02]
[ -1.34420680e-01 -2.38836258e-01 -1.82293666e-01 -1.05158514e-01
4.98497716e-01 -2.29078625e-01 1.93681111e-01 1.68474753e-01
-1.19626030e-02 -1.22311843e-01]
[ 9.74514197e-02 2.27720816e-01 1.58112676e-01 -1.11242379e-01
-4.18877091e-02 5.59753463e-02 -1.28156682e-01 2.81161920e-01
5.97045192e-02 1.63055724e-01]
[ 3.54456556e-01 3.44182489e-01 -8.03020847e-02 3.16544321e-01
-9.01146874e-01 -2.88969995e-01 -4.90752947e-01 1.77756559e-01
3.90521981e-01 -2.10520461e-02]
[ 4.78573601e-02 1.30353382e-01 2.53591332e-01 2.48986309e-01
-6.07076051e-02 -1.96489940e-01 -1.78472132e-01 -1.32946121e-01
-1.38711779e-01 -2.88972687e-01]
[ 2.02381312e-02 -7.73822682e-02 -1.20316124e-01 -5.93587365e-02
2.31407441e-01 4.13035740e-02 -1.14776278e-05 -1.85266118e-01
2.91971528e-02 2.01816904e-01]
[ -1.32408565e-03 -5.60005954e-02 -6.81473655e-02 -5.56375925e-02
-1.81622942e-02 -1.76798980e-01 8.71117921e-02 9.55581039e-03
3.32267060e-02 -2.72937089e-04]
[ 3.21040732e-02 9.19562151e-02 2.44924877e-01 7.76801450e-02
-2.43929645e-01 -1.37176645e-01 9.16514296e-02 3.97263725e-02
-1.83002484e-01 1.09535640e-01]
[ 7.24507055e-02 3.96674188e-02 1.07075211e-01 6.09737767e-03
-2.37325241e-01 6.83154316e-02 5.46695300e-02 -2.71144828e-01
-1.85466712e-02 -8.94947044e-02]
[ -8.20432848e-03 1.06658810e-01 8.53019347e-02 -2.83726449e-02
-6.15491837e-02 1.79244548e-01 8.40173756e-02 1.18353383e-01
-2.01890660e-02 1.73727220e-01]
[ 2.27190133e-01 9.30052072e-02 3.06801874e-02 8.77571518e-02
4.03812253e-03 -2.60508683e-02 -1.92928958e-01 1.48928190e-01
-4.89794602e-02 -1.28664697e-02]
[ 4.57504167e-02 1.69426777e-02 1.80287193e-02 4.45825229e-02
-4.32067429e-01 -1.24159130e-01 -2.20853135e-01 4.12842692e-02
1.21231891e-01 1.95181146e-01]
[ 5.90679214e-02 5.19474285e-01 1.27940259e-01 4.36757571e-01
-1.21889799e+00 -3.06230381e-01 -5.99291188e-01 -7.08644491e-02
3.00887348e-01 3.45198920e-01]
[ 1.77828988e-01 4.99075771e-01 6.69012450e-02 4.28905933e-01
-9.80862240e-01 -8.31994965e-02 -4.37719502e-01 1.51095247e-01
2.12214062e-01 4.79739061e-01]
[ 2.55593773e-01 3.27399513e-01 2.47967006e-01 1.54318560e-01
-4.78364600e-01 7.87699994e-02 -2.33069274e-01 1.62941360e-01
2.44856574e-01 8.47567008e-02]
[ -7.55203081e-02 2.25396571e-01 2.40565400e-01 1.43255538e-02
-4.23755694e-02 1.31275763e-01 -1.03483520e-01 -1.54455584e-02
-3.42861248e-02 4.78594478e-02]
[ -1.00920358e-01 -4.01068258e-04 2.37944832e-02 9.06303723e-02
-5.15747784e-02 1.16487021e-01 2.46852463e-01 1.97275843e-02
-2.76728744e-01 -9.58340479e-02]
[ -2.21190391e-01 -3.22976542e-02 -9.37433840e-02 -3.44065583e-01
1.82217433e-01 1.19137851e-01 1.07127523e-01 1.03349411e-01
-2.06754873e-01 3.28932841e-02]
[ 1.03219544e-02 -4.06143291e-01 -1.27641119e-01 -1.60870657e-01
3.70376905e-01 2.53046840e-02 1.92483654e-01 1.52440090e-01
-1.65035189e-01 -2.21915521e-01]
[ 1.13790702e-01 -2.35642132e-01 -1.55318877e-01 -1.92777360e-02
-2.83717732e-02 -4.75474476e-02 9.69523055e-02 -1.53965589e-01
1.17550478e-01 -1.54708543e-01]
[ -1.12483133e-01 5.22346367e-02 2.66232026e-01 1.39268808e-03
1.45467542e-01 7.81209663e-02 5.10217964e-02 -2.96668159e-01
-1.06117877e-01 -5.19497457e-02]
[ -3.44148541e-01 1.59091354e-02 1.62282673e-02 -2.01250707e-02
1.48534911e-01 -1.76660077e-01 1.20341614e-02 2.34647077e-01
-8.04388557e-02 8.04881075e-02]
[ 1.42624339e-01 -5.12974011e-03 -2.34485879e-01 -8.31410182e-02
1.23679648e-01 -2.98433453e-01 8.94850297e-02 -1.67471910e-01
-2.32405580e-04 -1.89953591e-01]
[ 2.10582676e-01 -2.02506400e-01 6.41795077e-02 -2.42933901e-02
1.04985580e-01 -3.64334929e-02 5.60025717e-02 -1.36912473e-01
1.11781014e-01 -1.79838452e-01]
[ -1.05771032e-01 -8.30574428e-02 1.21220250e-01 1.08318929e-01
3.72935980e-02 -1.14131312e-01 2.61342888e-01 -7.82399801e-02
1.81779279e-01 -4.14283104e-03]
[ -2.43242137e-02 -2.06343887e-01 1.90299027e-01 -2.79186267e-01
-1.38920775e-01 1.24958735e-01 9.93716261e-02 -1.20447967e-01
2.73207050e-03 1.98219390e-01]]
[[ 0.62010356]
[ 1.69583269]
[ 0.24784771]
[ 0.8833685 ]
[-2.74495761]
[-0.26441561]
[-1.71203685]
[ 0.07091511]
[ 0.6963116 ]
[ 0.88185558]]
Progress: 41.9% ... Training loss: 0.269 ... Validation loss: 0.450[[ 1.59860615e-01 2.37672813e-01 -1.05565502e-01 1.04455560e-01
-5.08228754e-01 -6.99474039e-02 -7.06229870e-02 1.20847833e-01
-5.86656211e-02 1.92611329e-01]
[ 1.70765788e-02 1.53254713e-01 -1.79858837e-02 5.09878494e-02
6.99192550e-02 -8.25499952e-03 3.10098619e-01 4.15723760e-02
1.45675457e-01 -2.35366697e-02]
[ 1.92351829e-01 7.73770796e-01 9.92200835e-03 -5.45499688e-02
6.77585053e-01 -2.00814768e-02 -8.89320088e-01 -4.13519599e-02
4.94760843e-02 2.80864283e-01]
[ 4.00726569e-02 -3.88949315e-01 -1.99733361e-01 1.67119129e-01
1.00078079e-02 1.33204082e-01 2.17527842e-01 6.31951135e-02
1.15549344e-01 2.74240612e-01]
[ -2.71906159e-02 8.02427350e-02 -1.51293612e-01 3.42627860e-02
-4.42895790e-02 -1.79086735e-01 7.76571083e-02 -1.18563765e-01
-2.00521243e-01 -5.27173947e-02]
[ -3.92424777e-01 -6.55313307e-01 -2.99675112e-01 1.56036537e-01
-1.12409828e-01 4.10776860e-02 3.56226887e-01 -3.88724246e-02
-2.65889921e-02 -2.61046541e-02]
[ -4.81185424e-03 -2.37083642e-01 9.59498297e-03 9.07773816e-02
-1.52568532e-02 -7.16301159e-02 1.83693498e-01 -1.90951737e-01
1.97072929e-01 3.58934280e-02]
[ 1.09635677e-01 -2.60737655e-01 3.25324561e-02 -7.42799310e-02
2.37027956e-02 -4.80129650e-02 7.89191091e-02 1.18405298e-01
7.87955558e-02 -2.30965700e-02]
[ -1.78564496e-01 -1.68746714e-01 -3.03794233e-01 -2.41376050e-02
-2.02901838e-02 6.99336781e-02 -1.12570095e-01 -2.97351975e-02
2.62944554e-01 -1.36373912e-01]
[ 3.55127565e-02 -4.25525164e-01 7.96930607e-02 -1.97775143e-04
-1.55761714e-01 -1.11723908e-01 2.21491077e-01 -1.08152968e-01
3.22899895e-03 7.67358380e-02]
[ -8.12198192e-02 -9.18337094e-02 3.64133802e-03 -1.33819864e-01
-7.38600651e-02 1.35288211e-02 2.09457505e-01 -1.02304822e-01
-4.10757240e-03 -1.15883388e-01]
[ -1.25523897e-01 -2.06817958e-01 -7.14310102e-02 9.89261540e-04
3.68991794e-01 1.01860600e-01 1.59948772e-01 -1.65777702e-02
-1.71936274e-01 -2.16634170e-01]
[ -1.58091168e-01 2.91093349e-03 6.13786151e-02 2.01911800e-02
-1.69852711e-01 -2.19190235e-01 -1.75706676e-01 -1.97170577e-01
8.54595130e-02 1.72236365e-01]
[ -2.76826043e-01 -3.38674648e-01 9.76480753e-02 2.23343370e-01
-1.32646556e-01 -6.70595004e-02 8.96728293e-02 -2.60128051e-01
-2.66030782e-01 -7.96366386e-02]
[ 9.86362757e-02 -1.99836665e-01 -2.34732917e-02 1.13953763e-01
-5.24272486e-02 -8.74374969e-02 2.50864698e-01 2.47291826e-03
2.31871960e-02 -6.28801542e-04]
[ 4.12514051e-02 -1.02635440e-01 -2.08803195e-01 1.58044283e-01
-8.52354043e-02 8.04987667e-02 -3.95424824e-02 -1.93822401e-02
-8.36258664e-02 2.33919770e-03]
[ -1.16846809e-01 -7.89994990e-02 -2.00394995e-01 1.62881450e-01
-7.98824398e-03 1.32179903e-01 7.24600971e-03 -2.50040030e-01
7.67420016e-02 -1.90574337e-01]
[ -6.54514494e-02 -4.31472658e-02 2.76900952e-01 1.04585613e-01
1.06064601e-01 -6.26907552e-02 -1.23402170e-01 1.20997717e-01
7.84795797e-02 4.16145295e-02]
[ 6.07127977e-02 -1.65615148e-02 8.85330685e-02 9.08284723e-02
3.22349073e-02 -1.74411410e-02 2.10732948e-01 1.20463192e-01
-2.49845862e-02 -5.74175446e-02]
[ 8.94439661e-03 -1.45149441e-01 -2.92342544e-01 -5.31492711e-02
1.29992474e-01 -9.22922166e-02 1.38696628e-01 1.62875269e-01
1.06953242e-01 -3.07284531e-02]
[ 4.84138598e-02 -3.56661077e-02 -1.16255794e-01 4.50847088e-02
-1.09825178e-01 3.21196557e-01 2.74575590e-01 2.04504787e-01
-1.59343564e-01 -5.99077566e-02]
[ 6.37000393e-03 1.72234524e-03 1.24561352e-01 1.12678837e-01
-1.08739755e-02 1.03587793e-01 -1.17298409e-01 -4.12909262e-02
2.20433409e-01 8.62254009e-02]
[ 1.12451433e-01 7.76943944e-02 -4.38107433e-02 -9.46636733e-02
-1.06013728e-01 -3.30873279e-01 1.19642815e-01 8.76591768e-03
1.46199829e-01 9.24207444e-02]
[ -1.01432618e-01 -4.00653998e-02 -1.54482647e-02 2.38535803e-02
-1.31138957e-02 -2.04716390e-01 -6.59398574e-02 -1.99849190e-02
1.79610243e-02 1.28275968e-01]
[ -1.62442020e-01 -1.26751645e-01 -2.04350961e-01 -2.44694502e-02
-2.77242090e-01 1.62789017e-03 5.71076317e-02 -2.56622607e-02
-1.28238717e-02 3.79650906e-02]
[ -2.93723867e-02 -1.21432860e-01 -7.44465830e-02 -1.24328025e-01
5.22084062e-01 2.75090824e-01 5.89791092e-01 1.13214149e-01
-1.79847461e-01 -3.76845013e-01]
[ -1.85149654e-02 -4.33349956e-01 -3.11887880e-02 -7.46403163e-02
6.64607386e-01 1.00990503e-01 5.61708481e-01 9.12431451e-02
2.86676651e-02 -3.88925606e-01]
[ 1.00588285e-02 -4.86962283e-01 -4.39044278e-02 -1.07771032e-01
6.78620542e-01 2.34044853e-02 5.27000488e-01 4.85262176e-02
-3.64948387e-01 -2.20882332e-01]
[ -1.75037857e-01 -6.30869707e-01 -1.09696727e-02 -2.07217194e-01
7.82264131e-01 -8.99738107e-02 6.55150405e-01 -8.33815685e-02
-7.05967554e-02 8.19214693e-02]
[ -3.00611145e-01 -4.50485201e-01 5.41229914e-02 -5.16660507e-02
9.21823770e-01 1.43134876e-01 4.63702493e-01 4.71602031e-02
-9.20052392e-02 -1.40204979e-01]
[ -2.09302649e-01 -3.34764824e-01 2.50707035e-01 -2.44967540e-01
6.71782883e-01 -4.40681914e-02 7.17492327e-01 1.27841733e-02
-2.59017888e-01 -2.92804138e-02]
[ -1.34551213e-01 -2.39359627e-01 -1.82350520e-01 -1.05323648e-01
4.99115800e-01 -2.29034436e-01 1.94276012e-01 1.68461516e-01
-1.20827731e-02 -1.22451995e-01]
[ 9.73018377e-02 2.27315803e-01 1.58059894e-01 -1.11454325e-01
-4.12470601e-02 5.60367696e-02 -1.27747550e-01 2.81144793e-01
5.95396479e-02 1.62842851e-01]
[ 3.53789318e-01 3.43597838e-01 -8.05287356e-02 3.15918391e-01
-9.00505579e-01 -2.88720192e-01 -4.89556372e-01 1.77698970e-01
3.89900428e-01 -2.18235956e-02]
[ 4.78578921e-02 1.30159852e-01 2.53603777e-01 2.48979206e-01
-6.05984053e-02 -1.96480173e-01 -1.78294977e-01 -1.32947366e-01
-1.38701366e-01 -2.88999657e-01]
[ 2.00767972e-02 -7.78158376e-02 -1.20387950e-01 -5.95973869e-02
2.31989742e-01 4.13712276e-02 3.88467024e-04 -1.85286167e-01
2.90126390e-02 2.01616274e-01]
[ -1.57284271e-03 -5.65998950e-02 -6.82258077e-02 -5.60177937e-02
-1.70991970e-02 -1.76691929e-01 8.78357321e-02 9.52996123e-03
3.29643155e-02 -6.15718735e-04]
[ 3.23724306e-02 9.26770631e-02 2.45036285e-01 7.80189921e-02
-2.44987400e-01 -1.37288562e-01 9.10566309e-02 3.97581561e-02
-1.82719514e-01 1.09789859e-01]
[ 7.26843037e-02 4.04228941e-02 1.07188351e-01 6.50132643e-03
-2.38916062e-01 6.81883474e-02 5.39568265e-02 -2.71108619e-01
-1.82364724e-02 -8.90256620e-02]
[ -7.71282796e-03 1.07791897e-01 8.54801787e-02 -2.77390326e-02
-6.35524074e-02 1.79029762e-01 8.28214964e-02 1.18405010e-01
-1.96470744e-02 1.74446343e-01]
[ 2.27790424e-01 9.46313018e-02 3.09184997e-02 8.86130548e-02
8.06292920e-04 -2.63215953e-02 -1.94644767e-01 1.49000685e-01
-4.83048236e-02 -1.19893018e-02]
[ 4.55709198e-02 1.67908362e-02 1.79754207e-02 4.43459837e-02
-4.31354035e-01 -1.24081062e-01 -2.20554684e-01 4.12628696e-02
1.21017623e-01 1.94914955e-01]
[ 5.93324745e-02 5.19797931e-01 1.28044945e-01 4.37190815e-01
-1.22008605e+00 -3.06331777e-01 -5.99380098e-01 -7.08304609e-02
3.01210114e-01 3.45605181e-01]
[ 1.77538517e-01 4.97861873e-01 6.67777780e-02 4.28484214e-01
-9.79687369e-01 -8.30465417e-02 -4.36561281e-01 1.51060073e-01
2.11913236e-01 4.79333992e-01]
[ 2.55399975e-01 3.26827809e-01 2.47885026e-01 1.54058403e-01
-4.77756933e-01 7.88319846e-02 -2.32526299e-01 1.62922415e-01
2.44650793e-01 8.45353473e-02]
[ -7.56200510e-02 2.25307191e-01 2.40507682e-01 1.41282327e-02
-4.19870298e-02 1.31333252e-01 -1.03331022e-01 -1.54611133e-02
-3.44422040e-02 4.76897209e-02]
[ -1.00758617e-01 1.97913847e-04 2.38597441e-02 9.08523456e-02
-5.23529173e-02 1.16421987e-01 2.46241810e-01 1.97464751e-02
-2.76541108e-01 -9.55896749e-02]
[ -2.21326544e-01 -3.26579599e-02 -9.38054761e-02 -3.44261564e-01
1.82842439e-01 1.19194226e-01 1.07503783e-01 1.03336168e-01
-2.06911956e-01 3.27095949e-02]
[ 1.01705646e-02 -4.06532108e-01 -1.27704217e-01 -1.61094151e-01
3.71081228e-01 2.53710466e-02 1.92913810e-01 1.52421894e-01
-1.65207717e-01 -2.22142352e-01]
[ 1.12002840e-01 -2.39143377e-01 -1.56035497e-01 -2.16639362e-02
-2.36636309e-02 -4.68125633e-02 1.01146701e-01 -1.54175228e-01
1.15644023e-01 -1.57089690e-01]
[ -1.12889244e-01 5.12600269e-02 2.66073025e-01 8.58255279e-04
1.46694874e-01 7.82929792e-02 5.21534610e-02 -2.96712263e-01
-1.06543892e-01 -5.25119243e-02]
[ -3.44187028e-01 1.51972854e-02 1.62283433e-02 -2.01988699e-02
1.48361279e-01 -1.76641013e-01 1.25081669e-02 2.34647561e-01
-8.03412355e-02 8.04874778e-02]
[ 1.43063127e-01 -4.04587576e-03 -2.34335367e-01 -8.24470081e-02
1.22089787e-01 -2.98634344e-01 8.83885233e-02 -1.67409137e-01
1.26908773e-04 -1.89268380e-01]
[ 2.10902812e-01 -2.02423596e-01 6.43372776e-02 -2.36909926e-02
1.03351921e-01 -3.65861306e-02 5.61597401e-02 -1.36859960e-01
1.12219334e-01 -1.79278572e-01]
[ -1.05703826e-01 -8.29196278e-02 1.21263390e-01 1.08399585e-01
3.72384987e-02 -1.14160550e-01 2.61206612e-01 -7.82324580e-02
1.81840975e-01 -4.03074190e-03]
[ -2.27695244e-02 -2.02357563e-01 1.90928191e-01 -2.77032599e-01
-1.45792139e-01 1.24302709e-01 9.55396067e-02 -1.20264413e-01
4.49323021e-03 2.00373487e-01]]
[[ 0.62302153]
[ 1.70223605]
[ 0.25137975]
[ 0.88088761]
[-2.7406483 ]
[-0.26368467]
[-1.71593409]
[ 0.07304253]
[ 0.69695185]
[ 0.88338029]]
Progress: 42.0% ... Training loss: 0.268 ... Validation loss: 0.446[[ 1.60985612e-01 2.41244078e-01 -1.05102032e-01 1.05937514e-01
-5.12489299e-01 -7.02937311e-02 -7.37061929e-02 1.20962474e-01
-5.73764185e-02 1.94041455e-01]
[ 1.72630293e-02 1.53585910e-01 -1.79113548e-02 5.12443802e-02
6.92175846e-02 -8.33339766e-03 3.09679073e-01 4.15940450e-02
1.45874620e-01 -2.32722270e-02]
[ 1.93108492e-01 7.75251437e-01 1.01706727e-02 -5.37288827e-02
6.75511682e-01 -2.02662781e-02 -8.91005948e-01 -4.12729710e-02
5.02575275e-02 2.81914903e-01]
[ 3.96212626e-02 -3.89504943e-01 -1.99949727e-01 1.66496557e-01
1.22732792e-02 1.33331897e-01 2.18242648e-01 6.31534491e-02
1.15002565e-01 2.73504633e-01]
[ -2.46187607e-02 8.73947951e-02 -1.50263780e-01 3.79174857e-02
-5.53580321e-02 -1.80165618e-01 7.02733609e-02 -1.18278188e-01
-1.97751720e-01 -4.91311331e-02]
[ -3.92237673e-01 -6.54576664e-01 -2.99578953e-01 1.56243616e-01
-1.12913694e-01 4.10036362e-02 3.55517624e-01 -3.88490488e-02
-2.63263201e-02 -2.60579624e-02]
[ -2.98502872e-03 -2.33001747e-01 1.03201825e-02 9.33943964e-02
-2.31334596e-02 -7.23180476e-02 1.79892357e-01 -1.90745567e-01
1.99029014e-01 3.84038266e-02]
[ 1.09678122e-01 -2.60728511e-01 3.25384839e-02 -7.42601771e-02
2.25932809e-02 -4.80225154e-02 7.85173795e-02 1.18408137e-01
7.88765752e-02 -2.29036755e-02]
[ -1.78578702e-01 -1.68876003e-01 -3.03808396e-01 -2.41854930e-02
-1.97809429e-02 6.99334161e-02 -1.12546922e-01 -2.97395762e-02
2.63021075e-01 -1.36379916e-01]
[ 3.70184206e-02 -4.22300492e-01 8.02722769e-02 1.68712086e-03
-1.60777211e-01 -1.12252461e-01 2.18320509e-01 -1.07990185e-01
4.95594425e-03 7.87410529e-02]
[ -8.05169121e-02 -9.06776718e-02 3.94883909e-03 -1.32768211e-01
-7.73938452e-02 1.32033198e-02 2.07776344e-01 -1.02217613e-01
-3.24200652e-03 -1.14851254e-01]
[ -1.25690299e-01 -2.06500277e-01 -7.15045037e-02 8.48671762e-04
3.68560324e-01 1.01942860e-01 1.59911540e-01 -1.65997556e-02
-1.72152487e-01 -2.16927538e-01]
[ -1.58091168e-01 2.91093349e-03 6.13786151e-02 2.01911800e-02
-1.69852711e-01 -2.19190235e-01 -1.75706676e-01 -1.97170577e-01
8.54595130e-02 1.72236365e-01]
[ -2.76985700e-01 -3.39094532e-01 9.75952528e-02 2.23201462e-01
-1.32633118e-01 -6.69981753e-02 9.02646058e-02 -2.60146808e-01
-2.66192882e-01 -7.99510852e-02]
[ 9.81432922e-02 -2.00446396e-01 -2.36615550e-02 1.13283944e-01
-5.13714985e-02 -8.72266206e-02 2.51533928e-01 2.41435890e-03
2.26371326e-02 -1.30966060e-03]
[ 4.14833685e-02 -1.02272830e-01 -2.08713391e-01 1.58222415e-01
-8.50673325e-02 8.03977360e-02 -3.99906145e-02 -1.93489230e-02
-8.33313483e-02 2.54213898e-03]
[ -1.15644983e-01 -7.60357986e-02 -1.99927934e-01 1.64560769e-01
-1.27745615e-02 1.31706690e-01 4.15186624e-03 -2.49914801e-01
7.80314657e-02 -1.88888737e-01]
[ -6.46385315e-02 -4.14787397e-02 2.77235845e-01 1.05774711e-01
1.02752779e-01 -6.29911562e-02 -1.24630796e-01 1.21098763e-01
7.93753758e-02 4.27098118e-02]
[ 6.11066778e-02 -1.55654873e-02 8.87141532e-02 9.14357349e-02
3.04552688e-02 -1.75923910e-02 2.09662115e-01 1.20512032e-01
-2.45261912e-02 -5.67900707e-02]
[ 8.35568556e-03 -1.46843350e-01 -2.92607428e-01 -5.40664763e-02
1.31937691e-01 -9.20227913e-02 1.40141938e-01 1.62800517e-01
1.06304095e-01 -3.16049613e-02]
[ 4.85134863e-02 -3.54415053e-02 -1.16222248e-01 4.52009687e-02
-1.10352356e-01 3.21149372e-01 2.74159377e-01 2.04514945e-01
-1.59238687e-01 -5.96749621e-02]
[ 6.22386999e-03 1.80660038e-03 1.24505594e-01 1.12472854e-01
-1.01367339e-02 1.03643143e-01 -1.17175631e-01 -4.13082927e-02
2.20313602e-01 8.60045712e-02]
[ 1.12653305e-01 7.77595054e-02 -4.37410522e-02 -9.43735530e-02
-1.06781045e-01 -3.30961472e-01 1.19365611e-01 8.78999183e-03
1.46465368e-01 9.27270375e-02]
[ -1.01076699e-01 -3.90865228e-02 -1.53020592e-02 2.43328730e-02
-1.45030515e-02 -2.04873740e-01 -6.69717784e-02 -1.99452325e-02
1.83680632e-02 1.28782260e-01]
[ -1.62310371e-01 -1.26673439e-01 -2.04298295e-01 -2.42780607e-02
-2.77581126e-01 1.57774189e-03 5.69566476e-02 -2.56471703e-02
-1.26820845e-02 3.81450381e-02]
[ -2.97139840e-02 -1.22320187e-01 -7.45890167e-02 -1.24834866e-01
5.23522027e-01 2.75241798e-01 5.90633239e-01 1.13172080e-01
-1.80236059e-01 -3.77347333e-01]
[ -1.83875381e-02 -4.33481710e-01 -3.11196844e-02 -7.43902966e-02
6.63858623e-01 1.00914019e-01 5.61876344e-01 9.12628630e-02
2.88625928e-02 -3.88774877e-01]
[ 1.00828832e-02 -4.86921263e-01 -4.38948731e-02 -1.07737145e-01
6.78517609e-01 2.33945598e-02 5.26948855e-01 4.85290282e-02
-3.64921496e-01 -2.20849104e-01]
[ -1.75325456e-01 -6.31773595e-01 -1.10875407e-02 -2.07625116e-01
7.83425929e-01 -8.98624407e-02 6.55995813e-01 -8.34133164e-02
-7.09292599e-02 8.15203371e-02]
[ -3.00641585e-01 -4.50618438e-01 5.41101538e-02 -5.17128217e-02
9.21915751e-01 1.43148157e-01 4.63828578e-01 4.71571485e-02
-9.20299031e-02 -1.40233595e-01]
[ -2.09588252e-01 -3.35270205e-01 2.50588689e-01 -2.45386214e-01
6.72829854e-01 -4.39472895e-02 7.17983939e-01 1.27501008e-02
-2.59316581e-01 -2.96537032e-02]
[ -1.35412530e-01 -2.41034504e-01 -1.82690231e-01 -1.06552358e-01
5.02573502e-01 -2.28665459e-01 1.96360204e-01 1.68360774e-01
-1.30150298e-02 -1.23650504e-01]
[ 9.79966363e-02 2.29040748e-01 1.58352849e-01 -1.10408160e-01
-4.40551311e-02 5.57316079e-02 -1.29563332e-01 2.81229846e-01
6.03613247e-02 1.63883658e-01]
[ 3.53637662e-01 3.43503122e-01 -8.05809181e-02 3.15719201e-01
-8.99967651e-01 -2.88646943e-01 -4.89363874e-01 1.77678620e-01
3.89707998e-01 -2.20896450e-02]
[ 4.79175784e-02 1.30089965e-01 2.53628271e-01 2.49066548e-01
-6.08393533e-02 -1.96506625e-01 -1.78394408e-01 -1.32941690e-01
-1.38621878e-01 -2.88928542e-01]
[ 1.99021940e-02 -7.87201664e-02 -1.20479699e-01 -5.98992529e-02
2.32720089e-01 4.14587339e-02 9.66904880e-04 -1.85314336e-01
2.87989239e-02 2.01357005e-01]
[ -1.68477338e-03 -5.66671843e-02 -6.82907814e-02 -5.62225148e-02
-1.67006111e-02 -1.76620417e-01 8.78593305e-02 9.50538491e-03
3.28249324e-02 -8.01041672e-04]
[ 3.20210812e-02 9.17662249e-02 2.44897158e-01 7.74987045e-02
-2.43417902e-01 -1.37142597e-01 9.20002975e-02 3.97148298e-02
-1.83135265e-01 1.09246135e-01]
[ 7.31887059e-02 4.16967941e-02 1.07397622e-01 7.19985884e-03
-2.41083909e-01 6.79709772e-02 5.25391555e-02 -2.71050762e-01
-1.76700602e-02 -8.82960865e-02]
[ -7.19549038e-03 1.09667266e-01 8.56878341e-02 -2.69937756e-02
-6.57619812e-02 1.78814373e-01 8.10682413e-02 1.18462573e-01
-1.90473799e-02 1.75205825e-01]
[ 2.28055405e-01 9.51269197e-02 3.10207960e-02 8.89513976e-02
-1.08408656e-04 -2.64271804e-02 -1.95332068e-01 1.49032861e-01
-4.80328319e-02 -1.16384344e-02]
[ 4.56212663e-02 1.70803324e-02 1.79917583e-02 4.43957903e-02
-4.31338081e-01 -1.24086528e-01 -2.20930327e-01 4.12608612e-02
1.21043593e-01 1.94972473e-01]
[ 6.11771757e-02 5.23929253e-01 1.28805681e-01 4.39754261e-01
-1.22700001e+00 -3.07045986e-01 -6.03058953e-01 -7.06033949e-02
3.03279857e-01 3.48033025e-01]
[ 1.77094559e-01 4.96437176e-01 6.66058645e-02 4.27941807e-01
-9.79017538e-01 -8.28702906e-02 -4.35158532e-01 1.51014592e-01
2.11466921e-01 4.78850315e-01]
[ 2.55177641e-01 3.26507702e-01 2.47789159e-01 1.53706378e-01
-4.76903987e-01 7.89278504e-02 -2.32208820e-01 1.62893356e-01
2.44387738e-01 8.42163424e-02]
[ -7.55173342e-02 2.25663687e-01 2.40543102e-01 1.42658509e-02
-4.24285303e-02 1.31289609e-01 -1.03632066e-01 -1.54485617e-02
-3.43324091e-02 4.78211468e-02]
[ -1.00183588e-01 1.55810930e-03 2.40873389e-02 9.16737584e-02
-5.47154424e-02 1.16177409e-01 2.44800450e-01 1.98144327e-02
-2.75897339e-01 -9.47723612e-02]
[ -2.21032184e-01 -3.18861102e-02 -9.36936807e-02 -3.43859921e-01
1.81788273e-01 1.19072832e-01 1.06677861e-01 1.03371082e-01
-2.06572716e-01 3.31139876e-02]
[ 1.04152791e-02 -4.06125601e-01 -1.27611197e-01 -1.60742248e-01
3.70093963e-01 2.52690569e-02 1.92457011e-01 1.52451213e-01
-1.64933651e-01 -2.21811756e-01]
[ 1.13029515e-01 -2.36422291e-01 -1.55633102e-01 -2.01789521e-02
-2.86684046e-02 -4.72351975e-02 9.85910022e-02 -1.54067112e-01
1.16804449e-01 -1.55633766e-01]
[ -1.13095936e-01 5.02464418e-02 2.65987631e-01 4.76054332e-04
1.48508603e-01 7.83897139e-02 5.28307887e-02 -2.96734459e-01
-1.06786445e-01 -5.28260842e-02]
[ -3.43778853e-01 1.65357422e-02 1.63836014e-02 -1.97144889e-02
1.47098502e-01 -1.76810667e-01 1.12912719e-02 2.34693506e-01
-7.98836352e-02 8.08706490e-02]
[ 1.44840938e-01 -1.69313661e-06 -2.33614736e-01 -7.98593173e-02
1.14727460e-01 -2.99343358e-01 8.45038101e-02 -1.67195441e-01
2.10536263e-03 -1.86807449e-01]
[ 2.10446183e-01 -2.04083188e-01 6.41476561e-02 -2.43343623e-02
1.05081124e-01 -3.63881889e-02 5.74519309e-02 -1.36911927e-01
1.11767566e-01 -1.79931626e-01]
[ -1.05942326e-01 -8.37056713e-02 1.21178531e-01 1.08069729e-01
3.79090566e-02 -1.14049323e-01 2.62113599e-01 -7.82624741e-02
1.81657118e-01 -4.33327116e-03]
[ -2.30381961e-02 -2.02303676e-01 1.90823004e-01 -2.77438269e-01
-1.45356497e-01 1.24426314e-01 9.54314473e-02 -1.20299985e-01
4.15122549e-03 2.00087186e-01]]
[[ 0.63037278]
[ 1.71095258]
[ 0.25733036]
[ 0.88932165]
[-2.73870925]
[-0.25927582]
[-1.71083577]
[ 0.07764769]
[ 0.70414314]
[ 0.89060629]]
Progress: 42.0% ... Training loss: 0.270 ... Validation loss: 0.443[[ 1.57039635e-01 2.32146159e-01 -1.06673119e-01 1.00302537e-01
-4.96350413e-01 -6.86693218e-02 -6.47371565e-02 1.20485713e-01
-6.16400850e-02 1.89236072e-01]
[ 1.62074822e-02 1.50931924e-01 -1.83350814e-02 4.97549516e-02
7.35154575e-02 -7.91440768e-03 3.12451961e-01 4.14636949e-02
1.44784525e-01 -2.47233333e-02]
[ 1.91174319e-01 7.68713908e-01 9.60465973e-03 -5.62330639e-02
6.89060496e-01 -1.95125762e-02 -8.85169190e-01 -4.14772378e-02
4.83782657e-02 2.80025154e-01]
[ 4.29479233e-02 -3.83432346e-01 -1.98522582e-01 1.71593165e-01
3.55148470e-03 1.31987878e-01 2.12181954e-01 6.35420930e-02
1.18762544e-01 2.78609117e-01]
[ -2.68375306e-02 8.19957071e-02 -1.51256430e-01 3.47268007e-02
-4.82132028e-02 -1.79376257e-01 7.58867609e-02 -1.18506383e-01
-2.00442260e-01 -5.24185913e-02]
[ -3.94208325e-01 -6.58534523e-01 -3.00462401e-01 1.53277465e-01
-1.08314871e-01 4.18192754e-02 3.59705095e-01 -3.91009317e-02
-2.86094220e-02 -2.88860351e-02]
[ -5.79575042e-03 -2.39254160e-01 9.20929328e-03 8.94619372e-02
-1.16834040e-02 -7.11753105e-02 1.85860173e-01 -1.91073194e-01
1.95938728e-01 3.46840826e-02]
[ 1.07812947e-01 -2.65910047e-01 3.18454581e-02 -7.67955489e-02
2.98597000e-02 -4.72768654e-02 8.35306894e-02 1.18191114e-01
7.69194756e-02 -2.49577077e-02]
[ -1.80485963e-01 -1.74127511e-01 -3.04568632e-01 -2.69028201e-02
-1.28170826e-02 7.06942546e-02 -1.07254148e-01 -2.99719871e-02
2.60998293e-01 -1.39173951e-01]
[ 3.15649570e-02 -4.34773407e-01 7.80215397e-02 -6.19327165e-03
-1.42231443e-01 -1.10063511e-01 2.30639604e-01 -1.08641869e-01
-1.08811195e-03 7.14949854e-02]
[ -8.26326709e-02 -9.60206714e-02 3.10999535e-03 -1.35797731e-01
-6.91869784e-02 1.41005209e-02 2.13057164e-01 -1.02477544e-01
-5.51204310e-03 -1.17763053e-01]
[ -1.26674887e-01 -2.09327678e-01 -7.18625223e-02 -3.92723984e-04
3.72086848e-01 1.02321574e-01 1.62772996e-01 -1.67170848e-02
-1.73191664e-01 -2.18165555e-01]
[ -1.58091168e-01 2.91093349e-03 6.13786151e-02 2.01911800e-02
-1.69852711e-01 -2.19190235e-01 -1.75706676e-01 -1.97170577e-01
8.54595130e-02 1.72236365e-01]
[ -2.77782259e-01 -3.40347601e-01 9.72095445e-02 2.21904130e-01
-1.30885191e-01 -6.66372350e-02 9.16932198e-02 -2.60257616e-01
-2.67187723e-01 -8.11523413e-02]
[ 9.71550978e-02 -2.02220713e-01 -2.40765249e-02 1.11869910e-01
-4.90548299e-02 -8.68345491e-02 2.53390641e-01 2.29111792e-03
2.15239499e-02 -2.69646437e-03]
[ 4.07787709e-02 -1.04120108e-01 -2.08995669e-01 1.57319662e-01
-8.30550010e-02 8.06721516e-02 -3.80784644e-02 -1.94295781e-02
-8.40541516e-02 1.57500816e-03]
[ -1.16509154e-01 -7.82967197e-02 -2.00290000e-01 1.63286927e-01
-8.61355144e-03 1.32059717e-01 6.20369830e-03 -2.50004633e-01
7.70804001e-02 -1.90099296e-01]
[ -6.52681437e-02 -4.29180138e-02 2.76994023e-01 1.04891880e-01
1.05212643e-01 -6.27293358e-02 -1.23450318e-01 1.21018523e-01
7.86663574e-02 4.19785838e-02]
[ 6.01508339e-02 -1.75953743e-02 8.83433888e-02 9.00897487e-02
3.42519548e-02 -1.72143184e-02 2.11729950e-01 1.20397937e-01
-2.55846607e-02 -5.80496179e-02]
[ 7.77611546e-03 -1.48796222e-01 -2.92814240e-01 -5.48539305e-02
1.33838788e-01 -9.17778650e-02 1.42192728e-01 1.62728766e-01
1.05694065e-01 -3.23394656e-02]
[ 4.75213568e-02 -3.81337712e-02 -1.16602108e-01 4.38730301e-02
-1.06168621e-01 3.21531550e-01 2.76814690e-01 2.04406527e-01
-1.60301883e-01 -6.06912695e-02]
[ 6.19071314e-03 1.85175280e-03 1.24503438e-01 1.12419517e-01
-9.90393340e-03 1.03662998e-01 -1.17472388e-01 -4.13126286e-02
2.20278442e-01 8.60161246e-02]
[ 1.11927135e-01 7.59434758e-02 -4.40151862e-02 -9.54049769e-02
-1.03716814e-01 -3.30668836e-01 1.21258527e-01 8.70011443e-03
1.45686805e-01 9.16824377e-02]
[ -1.02328468e-01 -4.23725691e-02 -1.58119930e-02 2.25637166e-02
-9.67468066e-03 -2.04375061e-01 -6.35787077e-02 -2.00977102e-02
1.71000052e-02 1.27027267e-01]
[ -1.62342408e-01 -1.27009946e-01 -2.04315391e-01 -2.43432802e-02
-2.78006690e-01 1.58398631e-03 5.72250643e-02 -2.56503835e-02
-1.27309657e-02 3.80445304e-02]
[ -2.96244746e-02 -1.22291551e-01 -7.45620874e-02 -1.24702256e-01
5.22962248e-01 2.75204283e-01 5.90576745e-01 1.13185448e-01
-1.80130573e-01 -3.77202987e-01]
[ -1.88175047e-02 -4.34380967e-01 -3.12927329e-02 -7.50041470e-02
6.65253785e-01 1.01094391e-01 5.62769353e-01 9.12099946e-02
2.84319388e-02 -3.89354723e-01]
[ 1.00659797e-02 -4.87035480e-01 -4.39033226e-02 -1.07777777e-01
6.78630074e-01 2.34050225e-02 5.27013642e-01 4.85248980e-02
-3.64942648e-01 -2.20887292e-01]
[ -1.75489334e-01 -6.32030346e-01 -1.11663524e-02 -2.07880341e-01
7.84479706e-01 -8.97935407e-02 6.56267896e-01 -8.34351346e-02
-7.11095028e-02 8.12740780e-02]
[ -3.01071550e-01 -4.51722228e-01 5.39422086e-02 -5.22954833e-02
9.23481107e-01 1.43316990e-01 4.64973985e-01 4.71052077e-02
-9.24764920e-02 -1.40817929e-01]
[ -2.09786074e-01 -3.35864147e-01 2.50506493e-01 -2.45648769e-01
6.73624548e-01 -4.38770661e-02 7.18428081e-01 1.27298964e-02
-2.59526914e-01 -2.99073976e-02]
[ -1.35783828e-01 -2.41952164e-01 -1.82831862e-01 -1.07080133e-01
5.04139506e-01 -2.28512152e-01 1.97266700e-01 1.68315518e-01
-1.34230441e-02 -1.24169249e-01]
[ 9.73645455e-02 2.27182666e-01 1.58038239e-01 -1.11487147e-01
-4.12604775e-02 5.60275597e-02 -1.27768224e-01 2.81145460e-01
5.95138074e-02 1.63148523e-01]
[ 3.54115626e-01 3.44958735e-01 -8.03448830e-02 3.16517777e-01
-9.01903386e-01 -2.88875908e-01 -4.90756684e-01 1.77749013e-01
3.90329527e-01 -2.12843741e-02]
[ 4.78249177e-02 1.29854042e-01 2.53590430e-01 2.48944045e-01
-6.06377587e-02 -1.96472200e-01 -1.78157405e-01 -1.32953205e-01
-1.38719871e-01 -2.89046027e-01]
[ 1.97543764e-02 -7.89766526e-02 -1.20534987e-01 -6.01202632e-02
2.32855745e-01 4.15191161e-02 1.07871208e-03 -1.85325301e-01
2.85986975e-02 2.01100447e-01]
[ -1.65442842e-03 -5.65875428e-02 -6.82778509e-02 -5.61758817e-02
-1.68223443e-02 -1.76630628e-01 8.78010308e-02 9.50920467e-03
3.28617519e-02 -7.58290464e-04]
[ 3.18654284e-02 9.11136700e-02 2.44843712e-01 7.72829505e-02
-2.42395655e-01 -1.37088066e-01 9.25747580e-02 3.96967316e-02
-1.83306926e-01 1.08999989e-01]
[ 7.28632016e-02 4.08009770e-02 1.07263211e-01 6.73949691e-03
-2.39646355e-01 6.81057055e-02 5.34222257e-02 -2.71089895e-01
-1.80336276e-02 -8.87589352e-02]
[ -8.02997047e-03 1.07698494e-01 8.53266579e-02 -2.82605941e-02
-6.22361395e-02 1.79166896e-01 8.30721328e-02 1.18352515e-01
-2.00082630e-02 1.73992562e-01]
[ 2.26693007e-01 9.18255036e-02 3.04947419e-02 8.70042090e-02
5.30013533e-03 -2.58780569e-02 -1.92059914e-01 1.48872494e-01
-4.95292620e-02 -1.35737354e-02]
[ 4.51347568e-02 1.59659601e-02 1.77875386e-02 4.36854034e-02
-4.29494476e-01 -1.23907115e-01 -2.19837518e-01 4.12006893e-02
1.20485166e-01 1.94320979e-01]
[ 5.93585443e-02 5.19834088e-01 1.28070343e-01 4.37176892e-01
-1.22205169e+00 -3.06270884e-01 -5.98735687e-01 -7.08346270e-02
3.01245526e-01 3.45631736e-01]
[ 1.76651440e-01 4.95317600e-01 6.64474198e-02 4.27450083e-01
-9.78468057e-01 -8.27179423e-02 -4.34242780e-01 1.50967521e-01
2.11062625e-01 4.78400901e-01]
[ 2.54372889e-01 3.24671167e-01 2.47472529e-01 1.52586291e-01
-4.74001696e-01 7.92461844e-02 -2.30166169e-01 1.62800810e-01
2.43601311e-01 8.31218079e-02]
[ -7.55190297e-02 2.25718026e-01 2.40540793e-01 1.42452377e-02
-4.24150883e-02 1.31292737e-01 -1.03664190e-01 -1.54498126e-02
-3.43436086e-02 4.78005373e-02]
[ -1.00395384e-01 9.00999662e-04 2.40062052e-02 9.13810732e-02
-5.38964310e-02 1.16262928e-01 2.45392054e-01 1.97882239e-02
-2.76122277e-01 -9.50305720e-02]
[ -2.21141767e-01 -3.21975966e-02 -9.37367143e-02 -3.44004083e-01
1.82241746e-01 1.19113892e-01 1.06992342e-01 1.03359561e-01
-2.06690317e-01 3.29662703e-02]
[ 1.03001765e-02 -4.06198236e-01 -1.27658676e-01 -1.60919027e-01
3.70447203e-01 2.53219450e-02 1.92574128e-01 1.52435431e-01
-1.65078275e-01 -2.21988933e-01]
[ 1.11955946e-01 -2.39026124e-01 -1.56111637e-01 -2.17153075e-02
-2.57413261e-02 -4.68035806e-02 1.01292926e-01 -1.54196167e-01
1.15568773e-01 -1.57076856e-01]
[ -1.14820101e-01 4.60515192e-02 2.65308228e-01 -1.98134607e-03
1.55204085e-01 7.90871572e-02 5.69885495e-02 -2.96929823e-01
-1.08689152e-01 -5.52505374e-02]
[ -3.44364377e-01 1.42534927e-02 1.61320698e-02 -2.06036499e-02
1.49778213e-01 -1.76560182e-01 1.33122740e-02 2.34615306e-01
-8.05465817e-02 8.00281457e-02]
[ 1.44370662e-01 -1.17467286e-03 -2.33731058e-01 -8.03175300e-02
1.15988203e-01 -2.99197412e-01 8.56196159e-02 -1.67237202e-01
1.71869293e-03 -1.87359321e-01]
[ 2.10082256e-01 -2.04729218e-01 6.40435651e-02 -2.47571913e-02
1.06875014e-01 -3.62669758e-02 5.82285859e-02 -1.36949993e-01
1.11571821e-01 -1.80289618e-01]
[ -1.06793169e-01 -8.55192937e-02 1.20847846e-01 1.06932196e-01
4.10374172e-02 -1.13720482e-01 2.63900048e-01 -7.83665782e-02
1.80735545e-01 -5.48693730e-03]
[ -2.65237007e-02 -2.10233356e-01 1.89335972e-01 -2.82688086e-01
-1.33562603e-01 1.25915634e-01 1.03333222e-01 -1.20742378e-01
1.03272897e-04 1.95464878e-01]]
[[ 0.60313009]
[ 1.68614262]
[ 0.22826582]
[ 0.86058642]
[-2.76184489]
[-0.28388189]
[-1.74099557]
[ 0.05280379]
[ 0.67538911]
[ 0.86101482]]
Progress: 42.0% ... Training loss: 0.292 ... Validation loss: 0.474[[ 1.62220107e-01 2.43499075e-01 -1.04669648e-01 1.07837665e-01
-5.15672076e-01 -7.12200423e-02 -7.74500626e-02 1.20953046e-01
-5.55711610e-02 1.96830683e-01]
[ 1.68516879e-02 1.52333954e-01 -1.80930097e-02 5.06761966e-02
7.05686377e-02 -8.22258292e-03 3.10672433e-01 4.15173910e-02
1.45496066e-01 -2.38041487e-02]
[ 1.92937660e-01 7.77871091e-01 1.04293038e-02 -5.32946120e-02
6.76265957e-01 -2.04693745e-02 -8.93546259e-01 -4.13237721e-02
5.06137151e-02 2.82511225e-01]
[ 4.30082707e-02 -3.87226447e-01 -1.98565363e-01 1.71845044e-01
3.81049602e-03 1.31854232e-01 2.14956789e-01 6.35770895e-02
1.18931629e-01 2.78985243e-01]
[ -2.97191788e-02 7.72240165e-02 -1.52278204e-01 3.05954587e-02
-3.68725205e-02 -1.78053125e-01 8.18882853e-02 -1.18789013e-01
-2.03454640e-01 -5.66935928e-02]
[ -3.91540697e-01 -6.54524250e-01 -2.99466743e-01 1.56899677e-01
-1.16584201e-01 4.05367379e-02 3.54463112e-01 -3.88593631e-02
-2.55998046e-02 -2.50348223e-02]
[ -3.34474446e-03 -2.34049906e-01 1.01294385e-02 9.28751468e-02
-2.15268510e-02 -7.22382988e-02 1.79981822e-01 -1.90883703e-01
1.98615806e-01 3.80357118e-02]
[ 1.10682053e-01 -2.58277886e-01 3.30613317e-02 -7.22328168e-02
1.62486482e-02 -4.88062348e-02 7.59520853e-02 1.18464324e-01
8.05209190e-02 -2.05713377e-02]
[ -1.78976688e-01 -1.70533877e-01 -3.03995324e-01 -2.47831488e-02
-1.97526520e-02 7.00032831e-02 -1.11406187e-01 -2.98449518e-02
2.62584671e-01 -1.37027700e-01]
[ 3.77396838e-02 -4.20811289e-01 8.04215933e-02 2.57065552e-03
-1.65789720e-01 -1.12991128e-01 2.15279584e-01 -1.08108466e-01
5.92540072e-03 8.03777360e-02]
[ -7.94248277e-02 -8.89057165e-02 4.36997863e-03 -1.31038397e-01
-8.37916403e-02 1.25195359e-02 2.05090804e-01 -1.02190858e-01
-1.81862250e-03 -1.13078928e-01]
[ -1.26560442e-01 -2.09964429e-01 -7.18175746e-02 -1.98159741e-04
3.71590389e-01 1.02264309e-01 1.63248400e-01 -1.67058682e-02
-1.73024081e-01 -2.17996967e-01]
[ -1.58091168e-01 2.91093349e-03 6.13786151e-02 2.01911800e-02
-1.69852711e-01 -2.19190235e-01 -1.75706676e-01 -1.97170577e-01
8.54595130e-02 1.72236365e-01]
[ -2.77874334e-01 -3.40531068e-01 9.71845230e-02 2.21829315e-01
-1.31293028e-01 -6.66184126e-02 9.19685295e-02 -2.60263446e-01
-2.67268739e-01 -8.12100611e-02]
[ 9.87172797e-02 -2.00222598e-01 -2.34869429e-02 1.13988077e-01
-5.32694722e-02 -8.75652587e-02 2.50904206e-01 2.43192455e-03
2.32766893e-02 -4.35539305e-04]
[ 4.23741129e-02 -1.01210652e-01 -2.08406706e-01 1.59473385e-01
-8.85113575e-02 7.99169866e-02 -4.18803223e-02 -1.92883659e-02
-8.22711749e-02 3.79438148e-03]
[ -1.14414220e-01 -7.37795470e-02 -1.99520509e-01 1.66248375e-01
-1.65846990e-02 1.31129118e-01 1.24295300e-03 -2.49842558e-01
7.93979190e-02 -1.87142987e-01]
[ -6.50412363e-02 -4.24810286e-02 2.77075439e-01 1.05224399e-01
1.04285168e-01 -6.28385823e-02 -1.23929576e-01 1.21038378e-01
7.89114070e-02 4.22874472e-02]
[ 6.05020711e-02 -1.61435671e-02 8.85026908e-02 9.05988638e-02
3.21498629e-02 -1.73777897e-02 2.10091582e-01 1.20427406e-01
-2.51799243e-02 -5.75868154e-02]
[ 8.71780233e-03 -1.46417674e-01 -2.92411684e-01 -5.33212580e-02
1.29280897e-01 -9.22687813e-02 1.40115865e-01 1.62821809e-01
1.06888853e-01 -3.08245237e-02]
[ 4.85072207e-02 -3.56239246e-02 -1.16170232e-01 4.54256933e-02
-1.10746946e-01 3.21003292e-01 2.74156502e-01 2.04501193e-01
-1.59044002e-01 -5.92833767e-02]
[ 6.54844003e-03 2.74862290e-03 1.24649554e-01 1.12976433e-01
-1.15680558e-02 1.03459504e-01 -1.18382099e-01 -4.12805163e-02
2.20703679e-01 8.65764162e-02]
[ 1.12767783e-01 7.83417911e-02 -4.36963734e-02 -9.42643279e-02
-1.07320432e-01 -3.31038234e-01 1.18717535e-01 8.76823365e-03
1.46551019e-01 9.28472312e-02]
[ -1.01468865e-01 -4.07705318e-02 -1.54763334e-02 2.38229849e-02
-1.35436197e-02 -2.04793455e-01 -6.56567448e-02 -2.00202792e-02
1.80859094e-02 1.28307147e-01]
[ -1.62569448e-01 -1.27485311e-01 -2.04409159e-01 -2.46677808e-02
-2.77313642e-01 1.69894889e-03 5.77292344e-02 -2.56720363e-02
-1.30064804e-02 3.77016404e-02]
[ -2.96244746e-02 -1.22291551e-01 -7.45620874e-02 -1.24702256e-01
5.22962248e-01 2.75204283e-01 5.90576745e-01 1.13185448e-01
-1.80130573e-01 -3.77202987e-01]
[ -1.84779220e-02 -4.33842573e-01 -3.11651965e-02 -7.45170329e-02
6.63919111e-01 1.00934972e-01 5.62131989e-01 9.12409174e-02
2.87972293e-02 -3.88869127e-01]
[ 1.05843765e-02 -4.86344915e-01 -4.37320437e-02 -1.07047390e-01
6.76562160e-01 2.31591846e-02 5.26157834e-01 4.85691372e-02
-3.64362896e-01 -2.20162453e-01]
[ -1.75530974e-01 -6.32246499e-01 -1.11809723e-02 -2.07941177e-01
7.84667240e-01 -8.97769131e-02 6.56464222e-01 -8.34390182e-02
-7.11476963e-02 8.12256166e-02]
[ -3.00782721e-01 -4.51481312e-01 5.40584305e-02 -5.18562868e-02
9.22192357e-01 1.43195541e-01 4.64558154e-01 4.71323869e-02
-9.21448335e-02 -1.40373807e-01]
[ -2.09685342e-01 -3.36016907e-01 2.50553148e-01 -2.45452663e-01
6.72988395e-01 -4.39347936e-02 7.18604339e-01 1.27400948e-02
-2.59389400e-01 -2.97272358e-02]
[ -1.35425071e-01 -2.41265344e-01 -1.82694067e-01 -1.06542872e-01
5.02523307e-01 -2.28690960e-01 1.96376340e-01 1.68348503e-01
-1.30143207e-02 -1.23624860e-01]
[ 9.76390071e-02 2.28660291e-01 1.58175973e-01 -1.10926799e-01
-4.35620971e-02 5.58559695e-02 -1.29176932e-01 2.81174063e-01
5.99408440e-02 1.63627642e-01]
[ 3.55620262e-01 3.48124562e-01 -7.98020222e-02 3.18511933e-01
-9.06331155e-01 -2.89547979e-01 -4.94353261e-01 1.77876967e-01
3.91867925e-01 -1.91084307e-02]
[ 4.87556125e-02 1.31508253e-01 2.53954417e-01 2.50217475e-01
-6.41493705e-02 -1.96929226e-01 -1.80076396e-01 -1.32870562e-01
-1.37637254e-01 -2.87727042e-01]
[ 2.00684919e-02 -7.84888840e-02 -1.20411090e-01 -5.96535775e-02
2.31529174e-01 4.13643141e-02 3.87326399e-04 -1.85299105e-01
2.89659102e-02 2.01565928e-01]
[ -1.68891136e-03 -5.68036139e-02 -6.82873187e-02 -5.62182024e-02
-1.67061726e-02 -1.76629543e-01 8.79891169e-02 9.50649993e-03
3.28304197e-02 -7.90379798e-04]
[ 3.16057195e-02 9.05028847e-02 2.44761112e-01 7.69153351e-02
-2.41260189e-01 -1.36974588e-01 9.32927451e-02 3.96778147e-02
-1.83586418e-01 1.08634344e-01]
[ 7.45045953e-02 4.51081549e-02 1.07926301e-01 9.14734803e-03
-2.47117872e-01 6.72973443e-02 4.91176228e-02 -2.70955408e-01
-1.60649002e-02 -8.62664816e-02]
[ -7.67191826e-03 1.09003364e-01 8.54860055e-02 -2.77433329e-02
-6.38916014e-02 1.79014864e-01 8.18194027e-02 1.18379921e-01
-1.96045451e-02 1.74452041e-01]
[ 2.27036849e-01 9.29959444e-02 3.06188051e-02 8.74143314e-02
3.34860370e-03 -2.60243156e-02 -1.93473118e-01 1.48899179e-01
-4.92098040e-02 -1.31545414e-02]
[ 4.64823774e-02 1.87718670e-02 1.82696054e-02 4.55453003e-02
-4.34981808e-01 -1.24533388e-01 -2.23363431e-01 4.13173034e-02
1.21943721e-01 1.96163668e-01]
[ 5.95483972e-02 5.20388244e-01 1.28153640e-01 4.37438079e-01
-1.22111744e+00 -3.06338325e-01 -5.99191337e-01 -7.08234810e-02
3.01477156e-01 3.45909692e-01]
[ 1.77335429e-01 4.96646014e-01 6.67247263e-02 4.28496785e-01
-9.81533086e-01 -8.30690929e-02 -4.35775304e-01 1.51033178e-01
2.11898378e-01 4.79320498e-01]
[ 2.54886591e-01 3.25808658e-01 2.47680302e-01 1.53395282e-01
-4.76571889e-01 7.89820090e-02 -2.31264170e-01 1.62851405e-01
2.44225610e-01 8.38981483e-02]
[ -7.56994701e-02 2.25245099e-01 2.40471052e-01 1.39638723e-02
-4.15284849e-02 1.31384038e-01 -1.03162523e-01 -1.54663943e-02
-3.45674228e-02 4.75490613e-02]
[ -1.00385516e-01 8.90171587e-04 2.40044251e-02 9.13998944e-02
-5.39482359e-02 1.16259635e-01 2.45382046e-01 1.97894029e-02
-2.76114097e-01 -9.50067556e-02]
[ -2.20965388e-01 -3.17295519e-02 -9.36670325e-02 -3.43736343e-01
1.81471182e-01 1.19023706e-01 1.06504756e-01 1.03376658e-01
-2.06476971e-01 3.32300704e-02]
[ 1.04185575e-02 -4.06097014e-01 -1.27610074e-01 -1.60732321e-01
3.70062476e-01 2.52614884e-02 1.92438070e-01 1.52447036e-01
-1.64932796e-01 -2.21849760e-01]
[ 1.14331341e-01 -2.32906035e-01 -1.55167925e-01 -1.81666208e-02
-3.68353237e-02 -4.79623040e-02 9.49601619e-02 -1.53995072e-01
1.18330893e-01 -1.53606907e-01]
[ -1.12444067e-01 5.05380515e-02 2.66285930e-01 1.51419039e-03
1.45342311e-01 7.79000123e-02 5.17186908e-02 -2.96707335e-01
-1.05876525e-01 -5.18359298e-02]
[ -3.44227294e-01 1.44987292e-02 1.61912972e-02 -2.04432966e-02
1.49492244e-01 -1.76644832e-01 1.31945741e-02 2.34628293e-01
-8.04458784e-02 8.02808538e-02]
[ 1.45340573e-01 -5.47615635e-06 -2.33404651e-01 -7.90510424e-02
1.13648962e-01 -2.99648062e-01 8.40439551e-02 -1.67154016e-01
2.79221574e-03 -1.86013846e-01]
[ 2.11357578e-01 -2.01113843e-01 6.45430308e-02 -2.28696006e-02
1.01775482e-01 -3.68719484e-02 5.43020440e-02 -1.36842780e-01
1.13061407e-01 -1.78487987e-01]
[ -1.06040908e-01 -8.40190152e-02 1.21129963e-01 1.07995216e-01
3.81290660e-02 -1.14070903e-01 2.62309766e-01 -7.82992296e-02
1.81559782e-01 -4.37617326e-03]
[ -2.49126923e-02 -2.06929741e-01 1.89952325e-01 -2.80391936e-01
-1.40633137e-01 1.25186329e-01 9.92950534e-02 -1.20605391e-01
1.91499311e-03 1.97805207e-01]]
[[ 0.63876175]
[ 1.71331515]
[ 0.25991473]
[ 0.89616037]
[-2.73482498]
[-0.25282226]
[-1.70527252]
[ 0.08301412]
[ 0.71297269]
[ 0.89523561]]
Progress: 42.1% ... Training loss: 0.273 ... Validation loss: 0.447[[ 1.60314934e-01 2.39537898e-01 -1.05412655e-01 1.05138367e-01
-5.08146672e-01 -7.04991769e-02 -7.31168489e-02 1.20708558e-01
-5.76130702e-02 1.94340060e-01]
[ 1.67550320e-02 1.52139764e-01 -1.81116794e-02 5.06128483e-02
7.07277653e-02 -8.20440747e-03 3.10977463e-01 4.15089479e-02
1.45450274e-01 -2.38913774e-02]
[ 1.90065821e-01 7.71434787e-01 9.18757574e-03 -5.76548399e-02
6.89642704e-01 -1.93061662e-02 -8.88055282e-01 -4.17010371e-02
4.73497933e-02 2.78473629e-01]
[ 4.29516579e-02 -3.88715647e-01 -1.98610177e-01 1.71737004e-01
4.08592492e-03 1.31890787e-01 2.16155032e-01 6.35580464e-02
1.18890211e-01 2.78857014e-01]
[ -2.84740052e-02 7.94846016e-02 -1.51737921e-01 3.24701075e-02
-4.20928429e-02 -1.78619361e-01 7.87651047e-02 -1.18609015e-01
-2.02036766e-01 -5.48168681e-02]
[ -3.91532494e-01 -6.54045266e-01 -2.99419360e-01 1.57063607e-01
-1.18013927e-01 4.04821496e-02 3.54354936e-01 -3.88511900e-02
-2.54609732e-02 -2.49024930e-02]
[ -4.43623516e-03 -2.36991977e-01 9.69374845e-03 9.13956014e-02
-1.82957264e-02 -7.18311156e-02 1.82589880e-01 -1.91025560e-01
1.97459551e-01 3.65962015e-02]
[ 1.09282371e-01 -2.61098426e-01 3.24998398e-02 -7.42855216e-02
2.20354667e-02 -4.82568859e-02 7.86405585e-02 1.18286561e-01
7.90286415e-02 -2.24242934e-02]
[ -1.78890536e-01 -1.70499979e-01 -3.03949836e-01 -2.46298798e-02
-1.97947381e-02 6.99629183e-02 -1.11194099e-01 -2.98340756e-02
2.62747722e-01 -1.36926957e-01]
[ 3.72918422e-02 -4.20685617e-01 8.03262379e-02 2.10416824e-03
-1.65024764e-01 -1.12886685e-01 2.15461318e-01 -1.08148456e-01
5.67841544e-03 8.00625384e-02]
[ -8.14566132e-02 -9.39076907e-02 3.51466582e-03 -1.33989483e-01
-7.64027126e-02 1.33370591e-02 2.09932883e-01 -1.02469355e-01
-4.05778311e-03 -1.16050293e-01]
[ -1.26477631e-01 -2.10337854e-01 -7.17712173e-02 4.36088863e-06
3.70982636e-01 1.02203922e-01 1.63625029e-01 -1.66879529e-02
-1.72884585e-01 -2.17769800e-01]
[ -1.58091168e-01 2.91093349e-03 6.13786151e-02 2.01911800e-02
-1.69852711e-01 -2.19190235e-01 -1.75706676e-01 -1.97170577e-01
8.54595130e-02 1.72236365e-01]
[ -2.77853864e-01 -3.40502560e-01 9.72253384e-02 2.21980992e-01
-1.32448428e-01 -6.66649119e-02 9.22255823e-02 -2.60251368e-01
-2.67168921e-01 -8.10622690e-02]
[ 9.83809253e-02 -2.00410314e-01 -2.36210547e-02 1.13519686e-01
-5.23239687e-02 -8.74293426e-02 2.51256736e-01 2.38209730e-03
2.29197564e-02 -8.89831247e-04]
[ 4.21517249e-02 -1.01954189e-01 -2.08497592e-01 1.59164711e-01
-8.87113005e-02 8.00070452e-02 -4.10476769e-02 -1.93185206e-02
-8.24862761e-02 3.45243025e-03]
[ -1.13962505e-01 -7.26393346e-02 -1.99342024e-01 1.66865490e-01
-1.83282128e-02 1.30960113e-01 3.36616943e-07 -2.49789870e-01
7.98772994e-02 -1.86511053e-01]
[ -6.52975459e-02 -4.32922474e-02 2.76981954e-01 1.04921873e-01
1.05286732e-01 -6.27603773e-02 -1.23458161e-01 1.21010845e-01
7.86848444e-02 4.19797540e-02]
[ 5.96932813e-02 -1.81704456e-02 8.81752898e-02 8.94887203e-02
3.53509352e-02 -1.70802757e-02 2.12109969e-01 1.20327572e-01
-2.60533976e-02 -5.86627958e-02]
[ 8.87651793e-03 -1.45968774e-01 -2.92342132e-01 -5.30889090e-02
1.28201647e-01 -9.23400170e-02 1.39628464e-01 1.62844713e-01
1.07115242e-01 -3.05965575e-02]
[ 4.79544701e-02 -3.68120528e-02 -1.16366337e-01 4.47152059e-02
-1.08635695e-01 3.21204907e-01 2.75396513e-01 2.04436297e-01
-1.59608013e-01 -5.99796834e-02]
[ 5.57288217e-03 8.58122813e-04 1.24230525e-01 1.11423591e-01
-6.91097829e-03 1.03874441e-01 -1.16425831e-01 -4.14147734e-02
2.19541582e-01 8.52112508e-02]
[ 1.12396616e-01 7.74193807e-02 -4.38436423e-02 -9.47835004e-02
-1.05588434e-01 -3.30892571e-01 1.19674972e-01 8.71826503e-03
1.46180459e-01 9.23119028e-02]
[ -1.01358690e-01 -4.06552724e-02 -1.54301064e-02 2.39906304e-02
-1.40282359e-02 -2.04841419e-01 -6.57650713e-02 -2.00046707e-02
1.82383722e-02 1.28458105e-01]
[ -1.62184024e-01 -1.26697530e-01 -2.04240262e-01 -2.40793831e-02
-2.78753255e-01 1.53132371e-03 5.68822735e-02 -2.56194174e-02
-1.25424405e-02 3.82603133e-02]
[ -2.99953093e-02 -1.23213427e-01 -7.47192882e-02 -1.25247478e-01
5.24810391e-01 2.75351428e-01 5.91348974e-01 1.13135911e-01
-1.80543418e-01 -3.77746442e-01]
[ -1.87084941e-02 -4.34530749e-01 -3.12657587e-02 -7.48592551e-02
6.64865989e-01 1.01031368e-01 5.62812508e-01 9.12097411e-02
2.85368965e-02 -3.89250622e-01]
[ 1.06403831e-02 -4.86289227e-01 -4.37076589e-02 -1.06966293e-01
6.76324640e-01 2.31355033e-02 5.26077909e-01 4.85768683e-02
-3.64296341e-01 -2.20081945e-01]
[ -1.75297987e-01 -6.31993984e-01 -1.10682498e-02 -2.07538526e-01
7.83423922e-01 -8.98927967e-02 6.56212789e-01 -8.34033027e-02
-7.08318725e-02 8.16032540e-02]
[ -3.00788482e-01 -4.51649485e-01 5.40674504e-02 -5.18414721e-02
9.22202304e-01 1.43187291e-01 4.64700950e-01 4.71384349e-02
-9.21426501e-02 -1.40320563e-01]
[ -2.09943210e-01 -3.36764365e-01 2.50455469e-01 -2.45818426e-01
6.73914492e-01 -4.38323453e-02 7.19370465e-01 1.27066495e-02
-2.59633719e-01 -3.00112467e-02]
[ -1.35450601e-01 -2.41168029e-01 -1.82696064e-01 -1.06574145e-01
5.02486497e-01 -2.28692417e-01 1.96190586e-01 1.68345457e-01
-1.30367295e-02 -1.23622031e-01]
[ 9.83755253e-02 2.30109178e-01 1.58475368e-01 -1.09918240e-01
-4.60340213e-02 5.55684679e-02 -1.30707092e-01 2.81270650e-01
6.07685527e-02 1.64630321e-01]
[ 3.54191577e-01 3.46567216e-01 -8.03660746e-02 3.16631266e-01
-9.03699113e-01 -2.89003873e-01 -4.92189882e-01 1.77690321e-01
3.90343223e-01 -2.09750274e-02]
[ 4.84764642e-02 1.30815770e-01 2.53853909e-01 2.49837117e-01
-6.29234663e-02 -1.96826985e-01 -1.79291633e-01 -1.32905040e-01
-1.37923097e-01 -2.88122256e-01]
[ 2.00032559e-02 -7.88259618e-02 -1.20447752e-01 -5.97767357e-02
2.31784925e-01 4.14001710e-02 5.37491160e-04 -1.85314455e-01
2.88851275e-02 2.01459979e-01]
[ -2.27112251e-03 -5.83535667e-02 -6.85415054e-02 -5.71104272e-02
-1.38164730e-02 -1.76415192e-01 8.96194503e-02 9.42635965e-03
3.21419448e-02 -1.63265082e-03]
[ 3.11116608e-02 8.93852147e-02 2.44568010e-01 7.62397344e-02
-2.39291065e-01 -1.36788417e-01 9.44820069e-02 3.96153611e-02
-1.84128395e-01 1.07964257e-01]
[ 7.45983694e-02 4.52109085e-02 1.07965520e-01 9.26357568e-03
-2.47029746e-01 6.72642507e-02 4.90202533e-02 -2.70943611e-01
-1.59742830e-02 -8.61536313e-02]
[ -7.49909195e-03 1.09356767e-01 8.55679469e-02 -2.74691282e-02
-6.44737262e-02 1.78937792e-01 8.14634695e-02 1.18405261e-01
-1.93515379e-02 1.74703183e-01]
[ 2.26787183e-01 9.27715494e-02 3.05166065e-02 8.70432543e-02
3.95020706e-03 -2.59281662e-02 -1.93269644e-01 1.48862750e-01
-4.94897084e-02 -1.35194086e-02]
[ 4.69387901e-02 2.01704818e-02 1.84542239e-02 4.61961843e-02
-4.37161109e-01 -1.24716119e-01 -2.24545696e-01 4.13772289e-02
1.22455289e-01 1.96806471e-01]
[ 5.94361743e-02 5.20002618e-01 1.28111556e-01 4.37267180e-01
-1.21987586e+00 -3.06293355e-01 -5.99168342e-01 -7.08376026e-02
3.01390924e-01 3.45797890e-01]
[ 1.77457558e-01 4.96801000e-01 6.67903294e-02 4.28742140e-01
-9.82403920e-01 -8.31222038e-02 -4.35905757e-01 1.51056212e-01
2.12078283e-01 4.79536359e-01]
[ 2.55008113e-01 3.25991274e-01 2.47726303e-01 1.53558097e-01
-4.76971908e-01 7.89471523e-02 -2.31458188e-01 1.62866740e-01
2.44363263e-01 8.40624400e-02]
[ -7.54679926e-02 2.25670422e-01 2.40561543e-01 1.43036339e-02
-4.25704673e-02 1.31289454e-01 -1.03597814e-01 -1.54352024e-02
-3.42965928e-02 4.78891140e-02]
[ -1.00030654e-01 1.81405326e-03 2.41514797e-02 9.18982677e-02
-5.54603813e-02 1.16115344e-01 2.44434935e-01 1.98364535e-02
-2.75706268e-01 -9.45090241e-02]
[ -2.21297883e-01 -3.26152629e-02 -9.37959136e-02 -3.44201334e-01
1.82919776e-01 1.19155609e-01 1.07360411e-01 1.03333322e-01
-2.06852875e-01 3.27659297e-02]
[ 9.87751700e-03 -4.07466782e-01 -1.27835721e-01 -1.61498661e-01
3.72101096e-01 2.54778428e-02 1.93866528e-01 1.52376869e-01
-1.65539400e-01 -2.22620897e-01]
[ 1.13706497e-01 -2.33205768e-01 -1.55416096e-01 -1.88943438e-02
-3.63621043e-02 -4.77352851e-02 9.58030493e-02 -1.54080252e-01
1.17669668e-01 -1.54430263e-01]
[ -1.12947180e-01 4.89997468e-02 2.66130555e-01 8.17631976e-04
1.48350836e-01 7.80645086e-02 5.32553937e-02 -2.96756742e-01
-1.06414297e-01 -5.25424327e-02]
[ -3.45450653e-01 1.15721007e-02 1.56836617e-02 -2.21602239e-02
1.54181567e-01 -1.76182145e-01 1.57568540e-02 2.34468241e-01
-8.17996052e-02 7.86046393e-02]
[ 1.45015335e-01 -9.57873346e-04 -2.33535907e-01 -7.95806746e-02
1.15722814e-01 -2.99506189e-01 8.49528184e-02 -1.67199412e-01
2.45603707e-03 -1.86493915e-01]
[ 2.12105297e-01 -1.99846325e-01 6.48940773e-02 -2.16612778e-02
9.82426602e-02 -3.72107667e-02 5.30837708e-02 -1.36728769e-01
1.14086753e-01 -1.77258026e-01]
[ -1.06403177e-01 -8.47634105e-02 1.20992768e-01 1.07507104e-01
3.93958691e-02 -1.13945227e-01 2.63232672e-01 -7.83427964e-02
1.81190423e-01 -4.77062026e-03]
[ -2.50184049e-02 -2.06985529e-01 1.89876602e-01 -2.80656358e-01
-1.41065906e-01 1.25264975e-01 9.91401288e-02 -1.20636371e-01
1.80125956e-03 1.97596441e-01]]
[[ 0.62971369]
[ 1.7035311 ]
[ 0.25228208]
[ 0.88870273]
[-2.74353813]
[-0.25870207]
[-1.71045881]
[ 0.07486402]
[ 0.70430428]
[ 0.88684413]]
Progress: 42.1% ... Training loss: 0.268 ... Validation loss: 0.447[[ 1.60044660e-01 2.37245990e-01 -1.05590532e-01 1.04467840e-01
-5.05301880e-01 -7.01558983e-02 -7.07557659e-02 1.20641905e-01
-5.79305513e-02 1.93890344e-01]
[ 1.67457723e-02 1.52097221e-01 -1.81127379e-02 5.06012020e-02
7.07723502e-02 -8.20081512e-03 3.11040890e-01 4.15083022e-02
1.45433529e-01 -2.38943502e-02]
[ 1.92027037e-01 7.73277659e-01 1.00311857e-02 -5.48342732e-02
6.82399066e-01 -1.99629162e-02 -8.90728890e-01 -4.14662014e-02
4.95916308e-02 2.81364092e-01]
[ 3.78292542e-02 -3.99695492e-01 -2.00773407e-01 1.64271966e-01
2.28308038e-02 1.33767798e-01 2.27984880e-01 6.29490225e-02
1.13128959e-01 2.71114377e-01]
[ -2.49595959e-02 8.67333066e-02 -1.50267829e-01 3.76132457e-02
-5.54481377e-02 -1.79979727e-01 7.01652638e-02 -1.18206439e-01
-1.98065196e-01 -4.97369934e-02]
[ -3.91846464e-01 -6.54200589e-01 -2.99586158e-01 1.56554814e-01
-1.16670890e-01 4.06488940e-02 3.54721254e-01 -3.88932148e-02
-2.58211758e-02 -2.53681097e-02]
[ -3.80705353e-03 -2.37024776e-01 9.90771594e-03 9.22715001e-02
-2.03289381e-02 -7.19681941e-02 1.82202749e-01 -1.90979790e-01
1.98288436e-01 3.74979183e-02]
[ 1.08801752e-01 -2.62862848e-01 3.22934644e-02 -7.50627553e-02
2.33949414e-02 -4.79655434e-02 8.07344642e-02 1.18227268e-01
7.84007153e-02 -2.31849609e-02]
[ -1.79411560e-01 -1.71408766e-01 -3.04156769e-01 -2.53317032e-02
-1.86642135e-02 7.01597159e-02 -1.09780955e-01 -2.98921624e-02
2.62318424e-01 -1.37597311e-01]
[ 3.73290128e-02 -4.20971993e-01 8.03505590e-02 2.16537462e-03
-1.66552720e-01 -1.12719736e-01 2.16621713e-01 -1.08161544e-01
5.93648210e-03 8.01258734e-02]
[ -8.13881250e-02 -9.48144060e-02 3.46029118e-03 -1.34067869e-01
-7.58859859e-02 1.33548362e-02 2.10329152e-01 -1.02469897e-01
-4.07385979e-03 -1.16072542e-01]
[ -1.27269721e-01 -2.12006095e-01 -7.21073028e-02 -1.09041054e-03
3.73793689e-01 1.02537002e-01 1.65554600e-01 -1.67879577e-02
-1.73715118e-01 -2.18805807e-01]
[ -1.58091168e-01 2.91093349e-03 6.13786151e-02 2.01911800e-02
-1.69852711e-01 -2.19190235e-01 -1.75706676e-01 -1.97170577e-01
8.54595130e-02 1.72236365e-01]
[ -2.78093199e-01 -3.40837130e-01 9.71166073e-02 2.21605433e-01
-1.31716321e-01 -6.65543607e-02 9.26138119e-02 -2.60284247e-01
-2.67477757e-01 -8.14644857e-02]
[ 9.83611975e-02 -1.99875441e-01 -2.36174265e-02 1.13532787e-01
-5.19659394e-02 -8.74086118e-02 2.50980879e-01 2.38200023e-03
2.29226485e-02 -9.16260928e-04]
[ 4.21788109e-02 -1.02200224e-01 -2.08528928e-01 1.59142868e-01
-8.87412912e-02 8.00048384e-02 -4.09246941e-02 -1.93168284e-02
-8.24603797e-02 3.52009833e-03]
[ -1.13576266e-01 -7.19068823e-02 -1.99192537e-01 1.67381694e-01
-1.89922324e-02 1.30855562e-01 -8.91475696e-04 -2.49758410e-01
8.02835084e-02 -1.85984657e-01]
[ -6.57574751e-02 -4.47852434e-02 2.76790344e-01 1.04282044e-01
1.07294247e-01 -6.25671817e-02 -1.21934204e-01 1.20954061e-01
7.82486458e-02 4.13276231e-02]
[ 6.01876136e-02 -1.74234183e-02 8.83621919e-02 9.01505611e-02
3.27136881e-02 -1.72205751e-02 2.11174723e-01 1.20372511e-01
-2.54332317e-02 -5.79372616e-02]
[ 9.54813566e-03 -1.44894419e-01 -2.92043592e-01 -5.20420891e-02
1.24910810e-01 -9.25662568e-02 1.38668789e-01 1.62932967e-01
1.07911076e-01 -2.96064792e-02]
[ 4.70718998e-02 -3.93109288e-02 -1.16732961e-01 4.33885196e-02
-1.05528875e-01 3.21589238e-01 2.77853638e-01 2.04328398e-01
-1.60633953e-01 -6.12277801e-02]
[ 5.18676233e-03 -6.10426851e-05 1.24042391e-01 1.10804089e-01
-4.65827691e-03 1.04052284e-01 -1.15168573e-01 -4.14672323e-02
2.19064201e-01 8.45805946e-02]
[ 1.12490972e-01 7.76660015e-02 -4.38064177e-02 -9.46555264e-02
-1.05883579e-01 -3.30930815e-01 1.19465642e-01 8.73088222e-03
1.46277625e-01 9.24440890e-02]
[ -1.01662092e-01 -4.11819933e-02 -1.55508881e-02 2.36055407e-02
-1.38759594e-02 -2.04730964e-01 -6.49364870e-02 -2.00379838e-02
1.80281050e-02 1.28088972e-01]
[ -1.62253002e-01 -1.26875828e-01 -2.04274966e-01 -2.41887653e-02
-2.78645639e-01 1.56356300e-03 5.70622925e-02 -2.56285833e-02
-1.26205257e-02 3.81521920e-02]
[ -3.02231362e-02 -1.23951286e-01 -7.48126984e-02 -1.25574344e-01
5.25796976e-01 2.75441191e-01 5.92056336e-01 1.13108494e-01
-1.80805702e-01 -3.78101185e-01]
[ -1.88264557e-02 -4.34962395e-01 -3.13106591e-02 -7.50180122e-02
6.65366099e-01 1.01083507e-01 5.63183549e-01 9.11957357e-02
2.83840970e-02 -3.89447002e-01]
[ 1.08016030e-02 -4.86545509e-01 -4.36670285e-02 -1.06743732e-01
6.75451683e-01 2.30752980e-02 5.26121622e-01 4.85933275e-02
-3.64141749e-01 -2.19899677e-01]
[ -1.75159606e-01 -6.31883259e-01 -1.10068526e-02 -2.07319655e-01
7.82900025e-01 -8.99562153e-02 6.56148451e-01 -8.33857117e-02
-7.06464384e-02 8.18248424e-02]
[ -3.01017757e-01 -4.52147316e-01 5.39657802e-02 -5.21937283e-02
9.23153438e-01 1.43291246e-01 4.65186483e-01 4.71084809e-02
-9.24163946e-02 -1.40656643e-01]
[ -2.09800370e-01 -3.36499495e-01 2.50516156e-01 -2.45606043e-01
6.73328417e-01 -4.38937457e-02 7.19165401e-01 1.27240724e-02
-2.59468360e-01 -2.98091108e-02]
[ -1.35409328e-01 -2.40950115e-01 -1.82687370e-01 -1.06549788e-01
5.02355777e-01 -2.28698568e-01 1.95923147e-01 1.68346977e-01
-1.30335923e-02 -1.23612574e-01]
[ 9.76855171e-02 2.28743415e-01 1.58190759e-01 -1.10942666e-01
-4.32291129e-02 5.58618043e-02 -1.29007798e-01 2.81183670e-01
6.00080200e-02 1.63684284e-01]
[ 3.51739171e-01 3.40905753e-01 -8.13980951e-02 3.13059626e-01
-8.96019492e-01 -2.87944067e-01 -4.85905088e-01 1.77381051e-01
3.87703296e-01 -2.45223607e-02]
[ 4.86652652e-02 1.31081131e-01 2.53940411e-01 2.50113742e-01
-6.35064597e-02 -1.96906612e-01 -1.79565465e-01 -1.32879628e-01
-1.37695902e-01 -2.87835033e-01]
[ 1.99762600e-02 -7.89056834e-02 -1.20460723e-01 -5.98151264e-02
2.31898498e-01 4.14117856e-02 6.21702471e-04 -1.85317244e-01
2.88561464e-02 2.01420430e-01]
[ -2.03337238e-03 -5.77386949e-02 -6.84372189e-02 -5.67607148e-02
-1.49961703e-02 -1.76516356e-01 8.90212510e-02 9.45817769e-03
3.24394748e-02 -1.29586236e-03]
[ 3.14784111e-02 8.97672301e-02 2.44684250e-01 7.66575652e-02
-2.39814599e-01 -1.36944147e-01 9.38416664e-02 3.96596900e-02
-1.83747053e-01 1.08468694e-01]
[ 7.46719732e-02 4.59319677e-02 1.07997646e-01 9.36568019e-03
-2.47641863e-01 6.72489950e-02 4.82926518e-02 -2.70941122e-01
-1.58977558e-02 -8.60317142e-02]
[ -7.81782876e-03 1.08430647e-01 8.54281664e-02 -2.79689747e-02
-6.30447464e-02 1.79073226e-01 8.24331360e-02 1.18366321e-01
-1.96882508e-02 1.74300391e-01]
[ 2.27294819e-01 9.39148628e-02 3.07156878e-02 8.77283914e-02
2.19742032e-03 -2.61110223e-02 -1.94619094e-01 1.48911871e-01
-4.89716139e-02 -1.28329729e-02]
[ 4.74400755e-02 2.15107201e-02 1.86559253e-02 4.69350328e-02
-4.39264613e-01 -1.24914059e-01 -2.25859236e-01 4.14387826e-02
1.23035856e-01 1.97496306e-01]
[ 6.10346037e-02 5.23050533e-01 1.28776029e-01 4.39647715e-01
-1.22583605e+00 -3.06856448e-01 -6.02301416e-01 -7.06441930e-02
3.03250209e-01 3.48181073e-01]
[ 1.78069422e-01 4.98259684e-01 6.70393287e-02 4.29635922e-01
-9.84611333e-01 -8.33605522e-02 -4.37229313e-01 1.51133649e-01
2.12796470e-01 4.80418132e-01]
[ 2.54589521e-01 3.25215372e-01 2.47556169e-01 1.53018462e-01
-4.75668546e-01 7.91265147e-02 -2.30548467e-01 1.62815969e-01
2.43920090e-01 8.34829891e-02]
[ -7.54494723e-02 2.25839258e-01 2.40574305e-01 1.43283192e-02
-4.27033847e-02 1.31277033e-01 -1.03815341e-01 -1.54321874e-02
-3.42837286e-02 4.79079434e-02]
[ -1.00076488e-01 1.67606244e-03 2.41299964e-02 9.18212588e-02
-5.51754301e-02 1.16137595e-01 2.44590447e-01 1.98303592e-02
-2.75761033e-01 -9.45803897e-02]
[ -2.21754952e-01 -3.36268334e-02 -9.39840749e-02 -3.44868293e-01
1.84752947e-01 1.19345375e-01 1.08502814e-01 1.03277706e-01
-2.07346923e-01 3.21143017e-02]
[ 9.58743386e-03 -4.08181768e-01 -1.27950300e-01 -1.61902260e-01
3.73183321e-01 2.55958320e-02 1.94613478e-01 1.52343493e-01
-1.65861088e-01 -2.23016330e-01]
[ 1.13284987e-01 -2.34585271e-01 -1.55621473e-01 -1.95283886e-02
-3.44108684e-02 -4.75342711e-02 9.71301134e-02 -1.54143702e-01
1.17345094e-01 -1.55040347e-01]
[ -1.12668600e-01 4.95729626e-02 2.66247055e-01 1.21834665e-03
1.47394991e-01 7.79452800e-02 5.27721940e-02 -2.96723198e-01
-1.06137731e-01 -5.21652691e-02]
[ -3.45327734e-01 1.15515066e-02 1.57365854e-02 -2.19698821e-02
1.53881916e-01 -1.76250379e-01 1.56831119e-02 2.34487872e-01
-8.16247608e-02 7.88265147e-02]
[ 1.46007062e-01 5.71808500e-04 -2.33118506e-01 -7.80974824e-02
1.11920855e-01 -2.99842300e-01 8.33727789e-02 -1.67078288e-01
3.65323657e-03 -1.84995614e-01]
[ 2.11603201e-01 -2.01564377e-01 6.46812010e-02 -2.23421690e-02
1.00332482e-01 -3.69595232e-02 5.50078998e-02 -1.36788292e-01
1.13586187e-01 -1.77858820e-01]
[ -1.07296905e-01 -8.66296838e-02 1.20614094e-01 1.06169272e-01
4.29699641e-02 -1.13555534e-01 2.65061999e-01 -7.84548555e-02
1.80072380e-01 -6.15607697e-03]
[ -2.52807272e-02 -2.06965335e-01 1.89720566e-01 -2.81189789e-01
-1.41823779e-01 1.25464404e-01 9.96828258e-02 -1.20689274e-01
1.50729026e-03 1.97100514e-01]]
[[ 0.62681515]
[ 1.70761013]
[ 0.25087118]
[ 0.88513978]
[-2.74510709]
[-0.26491608]
[-1.71752294]
[ 0.06921692]
[ 0.69904264]
[ 0.88396425]]
Progress: 42.2% ... Training loss: 0.270 ... Validation loss: 0.443[[ 1.60929685e-01 2.39649181e-01 -1.05209866e-01 1.05494336e-01
-5.04422498e-01 -7.04345810e-02 -7.28396406e-02 1.20741809e-01
-5.72460959e-02 1.94976387e-01]
[ 1.67457723e-02 1.52097221e-01 -1.81127379e-02 5.06012020e-02
7.07723502e-02 -8.20081512e-03 3.11040890e-01 4.15083022e-02
1.45433529e-01 -2.38943502e-02]
[ 1.91282468e-01 7.71924827e-01 9.63592527e-03 -5.61856827e-02
6.87391145e-01 -1.95969998e-02 -8.90035529e-01 -4.15672688e-02
4.83860298e-02 2.79789392e-01]
[ 4.02758925e-02 -3.94614570e-01 -1.99580032e-01 1.68329560e-01
9.21735703e-03 1.32574910e-01 2.22405507e-01 6.32470075e-02
1.16210890e-01 2.74698286e-01]
[ -2.45067113e-02 8.73582111e-02 -1.50001596e-01 3.84383732e-02
-5.39352840e-02 -1.80109896e-01 6.92301133e-02 -1.18135830e-01
-1.97592071e-01 -4.86681433e-02]
[ -3.90735974e-01 -6.52497410e-01 -2.99125231e-01 1.58131633e-01
-1.20727605e-01 4.02009490e-02 3.53034500e-01 -3.87631102e-02
-2.45515080e-02 -2.38252896e-02]
[ -3.19892117e-03 -2.35296506e-01 1.01848894e-02 9.30134850e-02
-2.08327969e-02 -7.21767669e-02 1.80262157e-01 -1.90903296e-01
1.98816918e-01 3.83888398e-02]
[ 1.08427388e-01 -2.64244212e-01 3.21223885e-02 -7.56300077e-02
2.51163088e-02 -4.77957867e-02 8.15909436e-02 1.18180235e-01
7.78821278e-02 -2.39150238e-02]
[ -1.80078968e-01 -1.72645470e-01 -3.04358035e-01 -2.62222794e-02
-1.71158648e-02 7.04408958e-02 -1.08128618e-01 -2.99641883e-02
2.61677285e-01 -1.38550614e-01]
[ 3.93314321e-02 -4.15320224e-01 8.11487876e-02 4.77450880e-03
-1.73054265e-01 -1.13446884e-01 2.11444555e-01 -1.07946701e-01
8.04684831e-03 8.25519603e-02]
[ -8.23701807e-02 -9.77695136e-02 3.09909656e-03 -1.35519380e-01
-7.09043210e-02 1.37510691e-02 2.12643615e-01 -1.02573222e-01
-5.24294851e-03 -1.17377122e-01]
[ -1.27613235e-01 -2.13889375e-01 -7.21785782e-02 -1.38705820e-03
3.74022711e-01 1.02662335e-01 1.67298766e-01 -1.68119354e-02
-1.74017971e-01 -2.19176937e-01]
[ -1.58091168e-01 2.91093349e-03 6.13786151e-02 2.01911800e-02
-1.69852711e-01 -2.19190235e-01 -1.75706676e-01 -1.97170577e-01
8.54595130e-02 1.72236365e-01]
[ -2.77419958e-01 -3.39543827e-01 9.74170671e-02 2.22638950e-01
-1.33806214e-01 -6.68465814e-02 9.11825526e-02 -2.60204821e-01
-2.66729642e-01 -8.04645728e-02]
[ 9.87748325e-02 -1.99720839e-01 -2.34642711e-02 1.14071743e-01
-5.26803188e-02 -8.75654109e-02 2.50734648e-01 2.43027898e-03
2.34213197e-02 -3.04815911e-04]
[ 4.26702764e-02 -1.01204818e-01 -2.08348657e-01 1.59800739e-01
-9.10223769e-02 7.98111610e-02 -4.19446676e-02 -1.92619524e-02
-8.19227981e-02 4.12713914e-03]
[ -1.13475644e-01 -7.13644797e-02 -1.99136111e-01 1.67449256e-01
-1.79891437e-02 1.30797552e-01 -1.50887044e-03 -2.49737156e-01
8.02819828e-02 -1.85782445e-01]
[ -6.49188248e-02 -4.31848344e-02 2.77157193e-01 1.05513535e-01
1.03977181e-01 -6.28798226e-02 -1.23710755e-01 1.21051184e-01
7.92000632e-02 4.25014555e-02]
[ 5.97455063e-02 -1.81499464e-02 8.81765937e-02 8.94431354e-02
3.47545878e-02 -1.70179111e-02 2.12009639e-01 1.20317896e-01
-2.59764512e-02 -5.85968460e-02]
[ 9.68550559e-03 -1.44529433e-01 -2.91995732e-01 -5.18663301e-02
1.24454730e-01 -9.26270698e-02 1.37881865e-01 1.62944651e-01
1.08053928e-01 -2.95434411e-02]
[ 4.68791245e-02 -4.00863383e-02 -1.16820244e-01 4.30892234e-02
-1.04547036e-01 3.21683105e-01 2.78546866e-01 2.04304584e-01
-1.60889146e-01 -6.15163807e-02]
[ 5.48067844e-03 6.49750530e-04 1.24162949e-01 1.11215850e-01
-5.34314247e-03 1.03927781e-01 -1.15800399e-01 -4.14331222e-02
2.19300849e-01 8.49635030e-02]
[ 1.12496004e-01 7.76842036e-02 -4.38053488e-02 -9.46499206e-02
-1.05698747e-01 -3.30923665e-01 1.19457563e-01 8.73159913e-03
1.46278834e-01 9.24306127e-02]
[ -1.02034838e-01 -4.23329303e-02 -1.56965163e-02 2.30805219e-02
-1.29386327e-02 -2.04583872e-01 -6.39948429e-02 -2.00777097e-02
1.76580045e-02 1.27563106e-01]
[ -1.63522455e-01 -1.29089674e-01 -2.04717346e-01 -2.59185711e-02
-2.75541113e-01 2.10587257e-03 5.99922141e-02 -2.57703568e-02
-1.39285572e-02 3.63497066e-02]
[ -3.00648583e-02 -1.23587597e-01 -7.47448112e-02 -1.25346271e-01
5.25242268e-01 2.75377068e-01 5.91689777e-01 1.13125882e-01
-1.80627736e-01 -3.77893228e-01]
[ -1.86208256e-02 -4.34845355e-01 -3.12315295e-02 -7.47288191e-02
6.64400301e-01 1.00995022e-01 5.62996234e-01 9.12208946e-02
2.86363986e-02 -3.89130742e-01]
[ 1.07277001e-02 -4.86892387e-01 -4.37012841e-02 -1.06865988e-01
6.75730591e-01 2.31094368e-02 5.26508662e-01 4.85850335e-02
-3.64232970e-01 -2.20003461e-01]
[ -1.74689929e-01 -6.31408207e-01 -1.08223263e-02 -2.06619885e-01
7.80862493e-01 -9.01690790e-02 6.55504001e-01 -8.33310704e-02
-7.00956487e-02 8.25114671e-02]
[ -3.01190278e-01 -4.52586458e-01 5.38964618e-02 -5.24439524e-02
9.23910294e-01 1.43363708e-01 4.65594798e-01 4.70906923e-02
-9.26131649e-02 -1.40882923e-01]
[ -2.09889166e-01 -3.36585408e-01 2.50480791e-01 -2.45734236e-01
6.73908579e-01 -4.38577814e-02 7.19202314e-01 1.27150799e-02
-2.59554874e-01 -2.99265396e-02]
[ -1.35381038e-01 -2.40823440e-01 -1.82673872e-01 -1.06498753e-01
5.02173968e-01 -2.28715510e-01 1.95731907e-01 1.68351576e-01
-1.30004573e-02 -1.23564314e-01]
[ 9.87361303e-02 2.31546353e-01 1.58626893e-01 -1.09398577e-01
-4.76286673e-02 5.54156546e-02 -1.31840481e-01 2.81300852e-01
6.11737639e-02 1.65049398e-01]
[ 3.52639157e-01 3.43474374e-01 -8.10327290e-02 3.14182359e-01
-8.97157995e-01 -2.88283387e-01 -4.88460311e-01 1.77480017e-01
3.88698383e-01 -2.31862537e-02]
[ 4.87049994e-02 1.31017269e-01 2.53963307e-01 2.50204943e-01
-6.36767345e-02 -1.96927111e-01 -1.79670759e-01 -1.32872790e-01
-1.37641175e-01 -2.87762834e-01]
[ 1.93453343e-02 -8.04372221e-02 -1.20723727e-01 -6.07518867e-02
2.34156540e-01 4.16911340e-02 2.00704589e-03 -1.85389929e-01
2.81183245e-02 2.00536175e-01]
[ -2.61935091e-03 -5.92600958e-02 -6.86774978e-02 -5.76007626e-02
-1.26550024e-02 -1.76286309e-01 9.05079214e-02 9.39196144e-03
3.17675455e-02 -2.15202275e-03]
[ 3.17620096e-02 9.04996515e-02 2.44799287e-01 7.70602586e-02
-2.40893481e-01 -1.37052575e-01 9.31404954e-02 3.96856467e-02
-1.83434095e-01 1.08840618e-01]
[ 7.43098658e-02 4.47616249e-02 1.07845119e-01 8.81049211e-03
-2.46314316e-01 6.74135754e-02 4.92791859e-02 -2.70972404e-01
-1.63441319e-02 -8.65798005e-02]
[ -8.28747367e-03 1.07580998e-01 8.52395550e-02 -2.86851211e-02
-6.08501649e-02 1.79271256e-01 8.34591207e-02 1.18313139e-01
-2.02344794e-02 1.73657765e-01]
[ 2.27157149e-01 9.32979298e-02 3.06671650e-02 8.75635641e-02
3.35757043e-03 -2.60487917e-02 -1.94125397e-01 1.48898934e-01
-4.91708189e-02 -1.29738677e-02]
[ 4.83567547e-02 2.38049245e-02 1.90229481e-02 4.82458169e-02
-4.42604861e-01 -1.25296400e-01 -2.28154142e-01 4.15409997e-02
1.24055582e-01 1.98691509e-01]
[ 6.12529145e-02 5.23458854e-01 1.28923100e-01 4.39968491e-01
-1.22679449e+00 -3.06902519e-01 -6.02448567e-01 -7.06209035e-02
3.03523854e-01 3.48421464e-01]
[ 1.77727112e-01 4.97477222e-01 6.69090003e-02 4.29154160e-01
-9.84259790e-01 -8.32208671e-02 -4.36290772e-01 1.51094939e-01
2.12396914e-01 4.79890730e-01]
[ 2.54518481e-01 3.25422362e-01 2.47532671e-01 1.52926174e-01
-4.75864555e-01 7.91609735e-02 -2.30483480e-01 1.62808249e-01
2.43830642e-01 8.33436110e-02]
[ -7.56181487e-02 2.25424607e-01 2.40505526e-01 1.40829521e-02
-4.20287701e-02 1.31351338e-01 -1.03429292e-01 -1.54517610e-02
-3.44773459e-02 4.76591525e-02]
[ -1.00239872e-01 1.22702459e-03 2.40695745e-02 9.15842662e-02
-5.44452095e-02 1.16207390e-01 2.45013840e-01 1.98116215e-02
-2.75953471e-01 -9.48200350e-02]
[ -2.22177029e-01 -3.46670851e-02 -9.41573279e-02 -3.45497162e-01
1.86460992e-01 1.19532273e-01 1.09475058e-01 1.03228908e-01
-2.07853171e-01 3.14990962e-02]
[ 9.68252102e-03 -4.08152274e-01 -1.27894948e-01 -1.61702708e-01
3.72552387e-01 2.55335298e-02 1.94525225e-01 1.52359715e-01
-1.65701369e-01 -2.22816057e-01]
[ 1.11973580e-01 -2.37096447e-01 -1.56129245e-01 -2.13590313e-02
-3.06139778e-02 -4.69551749e-02 1.00206844e-01 -1.54293811e-01
1.16031922e-01 -1.56941273e-01]
[ -1.11335404e-01 5.30146621e-02 2.66802528e-01 3.08329193e-03
1.43011224e-01 7.73712494e-02 4.95440069e-02 -2.96564831e-01
-1.04713301e-01 -5.03607188e-02]
[ -3.44883974e-01 1.18439659e-02 1.59080305e-02 -2.13427277e-02
1.53141530e-01 -1.76407329e-01 1.51096788e-02 2.34540205e-01
-8.11477825e-02 7.94586504e-02]
[ 1.45407092e-01 -1.21155353e-03 -2.33303972e-01 -7.89152098e-02
1.14124977e-01 -2.99572343e-01 8.55247781e-02 -1.67141865e-01
2.94034598e-03 -1.85891645e-01]
[ 2.12533387e-01 -1.99047410e-01 6.50621426e-02 -2.10666923e-02
9.73173910e-02 -3.73510973e-02 5.21880308e-02 -1.36679779e-01
1.14525569e-01 -1.76470519e-01]
[ -1.07475989e-01 -8.75985833e-02 1.20553452e-01 1.05940471e-01
4.34917697e-02 -1.13492867e-01 2.65915229e-01 -7.84690396e-02
1.79926494e-01 -6.35105056e-03]
[ -2.52205595e-02 -2.07139643e-01 1.89732344e-01 -2.81219219e-01
-1.41498211e-01 1.25469657e-01 9.91038262e-02 -1.20693077e-01
1.47687269e-03 1.97017834e-01]]
[[ 0.62913101]
[ 1.70653716]
[ 0.25413641]
[ 0.89028297]
[-2.74521269]
[-0.26311573]
[-1.71370291]
[ 0.07183182]
[ 0.70197797]
[ 0.88786589]]
Progress: 42.2% ... Training loss: 0.269 ... Validation loss: 0.444[[ 1.61190359e-01 2.41477673e-01 -1.05084750e-01 1.05855979e-01
-5.05643718e-01 -7.04836918e-02 -7.41699991e-02 1.20765516e-01
-5.70612894e-02 1.95412127e-01]
[ 1.66966872e-02 1.51843140e-01 -1.81255426e-02 5.05545662e-02
7.06809143e-02 -8.18502770e-03 3.11200393e-01 4.15034583e-02
1.45380853e-01 -2.39541489e-02]
[ 1.93015997e-01 7.74629047e-01 1.03792247e-02 -5.36870174e-02
6.82852178e-01 -2.02832030e-02 -8.93635146e-01 -4.13759886e-02
5.02674833e-02 2.82108739e-01]
[ 4.32614893e-02 -3.86039345e-01 -1.98332600e-01 1.73056083e-01
-1.21471551e-03 1.31268638e-01 2.14316732e-01 6.35864231e-02
1.19614138e-01 2.79114562e-01]
[ -2.42014864e-02 8.65158148e-02 -1.49854350e-01 3.88557650e-02
-5.71499499e-02 -1.80316857e-01 6.92898653e-02 -1.18064330e-01
-1.97049879e-01 -4.81276346e-02]
[ -3.91771657e-01 -6.54403862e-01 -2.99552824e-01 1.56592239e-01
-1.18392894e-01 4.06550780e-02 3.55316286e-01 -3.88804879e-02
-2.56735652e-02 -2.52209386e-02]
[ -3.64526428e-03 -2.36613184e-01 1.00157062e-02 9.22931664e-02
-1.87331244e-02 -7.19797527e-02 1.81527034e-01 -1.90956766e-01
1.98340193e-01 3.77406510e-02]
[ 1.09008497e-01 -2.62972307e-01 3.23543324e-02 -7.47247837e-02
2.12723169e-02 -4.80205848e-02 8.00930982e-02 1.18239047e-01
7.85433832e-02 -2.30263691e-02]
[ -1.80864188e-01 -1.73869886e-01 -3.04680928e-01 -2.73874161e-02
-1.41580608e-02 7.07762763e-02 -1.06413174e-01 -3.00531882e-02
2.60736084e-01 -1.39724945e-01]
[ 3.73007071e-02 -4.19103671e-01 8.03332371e-02 1.73222617e-03
-1.67983080e-01 -1.12542620e-01 2.15888611e-01 -1.08182980e-01
5.86134341e-03 7.95470422e-02]
[ -8.27737027e-02 -9.87973946e-02 2.92469846e-03 -1.36069607e-01
-6.92145939e-02 1.39184274e-02 2.13578346e-01 -1.02616200e-01
-5.78951076e-03 -1.17752938e-01]
[ -1.26865126e-01 -2.12253686e-01 -7.18763544e-02 -3.14173840e-04
3.70809995e-01 1.02352439e-01 1.65684242e-01 -1.67337145e-02
-1.73164632e-01 -2.18125717e-01]
[ -1.58091168e-01 2.91093349e-03 6.13786151e-02 2.01911800e-02
-1.69852711e-01 -2.19190235e-01 -1.75706676e-01 -1.97170577e-01
8.54595130e-02 1.72236365e-01]
[ -2.77567274e-01 -3.39702937e-01 9.73420915e-02 2.22368059e-01
-1.33314789e-01 -6.67720757e-02 9.13787680e-02 -2.60227573e-01
-2.66931423e-01 -8.07188449e-02]
[ 9.80163724e-02 -2.01274079e-01 -2.37571222e-02 1.13026979e-01
-5.09713335e-02 -8.72679018e-02 2.52214792e-01 2.35195942e-03
2.26472969e-02 -1.29059390e-03]
[ 4.20620950e-02 -1.02454836e-01 -2.08598778e-01 1.58881335e-01
-8.84356109e-02 8.00986500e-02 -4.03456351e-02 -1.93349372e-02
-8.26113617e-02 3.26111257e-03]
[ -1.13142831e-01 -7.08126269e-02 -1.98997808e-01 1.67926992e-01
-1.92194965e-02 1.30658809e-01 -1.95463476e-03 -2.49692130e-01
8.07026918e-02 -1.85209067e-01]
[ -6.47340902e-02 -4.26820785e-02 2.77245216e-01 1.05761659e-01
1.03332985e-01 -6.29623626e-02 -1.24358007e-01 1.21070967e-01
7.93872504e-02 4.27184282e-02]
[ 5.90601241e-02 -1.96769161e-02 8.78896141e-02 8.83538169e-02
3.71612223e-02 -1.67043804e-02 2.13651448e-01 1.20228984e-01
-2.67770213e-02 -5.96684244e-02]
[ 1.03027038e-02 -1.42793447e-01 -2.91740148e-01 -5.09287950e-02
1.20987420e-01 -9.28891475e-02 1.36178260e-01 1.63014849e-01
1.08737048e-01 -2.87250304e-02]
[ 4.78124766e-02 -3.81698038e-02 -1.16436743e-01 4.44596031e-02
-1.08424055e-01 3.21302370e-01 2.76414632e-01 2.04405934e-01
-1.59813099e-01 -6.02219718e-02]
[ 4.10143812e-03 -2.90877051e-03 1.23610009e-01 1.09289909e-01
5.25701093e-05 1.04495439e-01 -1.12293535e-01 -4.15868295e-02
2.17821702e-01 8.32138835e-02]
[ 1.13182159e-01 7.96532950e-02 -4.35278662e-02 -9.36771678e-02
-1.07455005e-01 -3.31207173e-01 1.17522281e-01 8.81139590e-03
1.46936979e-01 9.34098051e-02]
[ -1.02523318e-01 -4.30841270e-02 -1.59005017e-02 2.23782620e-02
-1.13699273e-02 -2.04373089e-01 -6.29618769e-02 -2.01343491e-02
1.71581846e-02 1.26825581e-01]
[ -1.63895786e-01 -1.30142480e-01 -2.04886113e-01 -2.64921466e-02
-2.75176012e-01 2.26372708e-03 6.11635843e-02 -2.58142304e-02
-1.43885865e-02 3.58026278e-02]
[ -3.01515516e-02 -1.23804605e-01 -7.47865497e-02 -1.25481116e-01
5.25585745e-01 2.75416895e-01 5.91850781e-01 1.13115223e-01
-1.80727783e-01 -3.78032041e-01]
[ -1.89669846e-02 -4.35690760e-01 -3.13739803e-02 -7.52312263e-02
6.65950386e-01 1.01144433e-01 5.63862227e-01 9.11823135e-02
2.82425264e-02 -3.89608021e-01]
[ 1.10055488e-02 -4.86436530e-01 -4.35840206e-02 -1.06458268e-01
6.74632728e-01 2.29949663e-02 5.25974053e-01 4.86169701e-02
-3.63916238e-01 -2.19613469e-01]
[ -1.74949316e-01 -6.31998708e-01 -1.09152888e-02 -2.06967950e-01
7.81825586e-01 -9.00664214e-02 6.56089479e-01 -8.33593526e-02
-7.03747656e-02 8.21741655e-02]
[ -3.01035074e-01 -4.52382249e-01 5.39725309e-02 -5.21795912e-02
9.23089609e-01 1.43285391e-01 4.65383407e-01 4.71112767e-02
-9.24111428e-02 -1.40639687e-01]
[ -2.09990223e-01 -3.36735235e-01 2.50438518e-01 -2.45882882e-01
6.74448009e-01 -4.38159673e-02 7.19376566e-01 1.27032819e-02
-2.59672797e-01 -3.00454430e-02]
[ -1.35179335e-01 -2.40413907e-01 -1.82591379e-01 -1.06206894e-01
5.01494011e-01 -2.28801432e-01 1.95189392e-01 1.68374700e-01
-1.27907144e-02 -1.23278940e-01]
[ 9.92151885e-02 2.33334276e-01 1.58804660e-01 -1.08750339e-01
-4.98197020e-02 5.52299721e-02 -1.33278241e-01 2.81352555e-01
6.17350223e-02 1.65624965e-01]
[ 3.53131048e-01 3.44999088e-01 -8.08228880e-02 3.14846637e-01
-8.99024661e-01 -2.88466511e-01 -4.89811522e-01 1.77532136e-01
3.89145431e-01 -2.25487437e-02]
[ 4.88403886e-02 1.31303732e-01 2.54018215e-01 2.50407818e-01
-6.42225828e-02 -1.96982539e-01 -1.79958605e-01 -1.32857153e-01
-1.37491890e-01 -2.87579755e-01]
[ 1.87679619e-02 -8.18129897e-02 -1.20966948e-01 -6.15910789e-02
2.35857449e-01 4.19322338e-02 3.24905702e-03 -1.85457912e-01
2.74581006e-02 1.99735522e-01]
[ -3.22231736e-03 -6.08142094e-02 -6.89449177e-02 -5.85457791e-02
-9.92817198e-03 -1.76021636e-01 9.20168223e-02 9.31924048e-03
3.10258855e-02 -3.05072664e-03]
[ 3.15981639e-02 9.01580871e-02 2.44731221e-01 7.68288088e-02
-2.40241412e-01 -1.36993915e-01 9.34938175e-02 3.96681229e-02
-1.83617063e-01 1.08611638e-01]
[ 7.41137663e-02 4.42916457e-02 1.07769254e-01 8.55050996e-03
-2.45423391e-01 6.74910350e-02 4.96776119e-02 -2.70994228e-01
-1.65707412e-02 -8.68280859e-02]
[ -9.03914703e-03 1.05776496e-01 8.49243072e-02 -2.98247037e-02
-5.78191611e-02 1.79584844e-01 8.53400264e-02 1.18224812e-01
-2.10664021e-02 1.72602448e-01]
[ 2.27171142e-01 9.31315284e-02 3.06640876e-02 8.75302428e-02
3.39118359e-03 -2.60387593e-02 -1.94016566e-01 1.48898503e-01
-4.91772777e-02 -1.29973801e-02]
[ 4.76149476e-02 2.22181991e-02 1.87136904e-02 4.71376641e-02
-4.39877699e-01 -1.24996072e-01 -2.26733660e-01 4.14544516e-02
1.23195172e-01 1.97638554e-01]
[ 6.22916634e-02 5.25470388e-01 1.29341288e-01 4.41383700e-01
-1.23098948e+00 -3.07275993e-01 -6.04215062e-01 -7.04997525e-02
3.04673843e-01 3.49830535e-01]
[ 1.77087355e-01 4.95823308e-01 6.66478712e-02 4.28314329e-01
-9.82505525e-01 -8.29530692e-02 -4.34553903e-01 1.51025478e-01
2.11751185e-01 4.79162535e-01]
[ 2.54772751e-01 3.26475515e-01 2.47685420e-01 1.53428809e-01
-4.78200170e-01 7.90152282e-02 -2.31469425e-01 1.62837800e-01
2.44215603e-01 8.38029341e-02]
[ -7.60815280e-02 2.24578648e-01 2.40307140e-01 1.33956296e-02
-4.06341855e-02 1.31552784e-01 -1.02440557e-01 -1.55071552e-02
-3.50067707e-02 4.69901686e-02]
[ -9.98837783e-02 2.15647523e-03 2.42093985e-02 9.21011349e-02
-5.61408564e-02 1.16057349e-01 2.44016643e-01 1.98518181e-02
-2.75532007e-01 -9.43379491e-02]
[ -2.22165607e-01 -3.46745172e-02 -9.41503555e-02 -3.45469490e-01
1.86396725e-01 1.19523744e-01 1.09478576e-01 1.03230998e-01
-2.07831654e-01 3.15271435e-02]
[ 9.51096027e-03 -4.08381654e-01 -1.27957652e-01 -1.61946236e-01
3.73285712e-01 2.56071947e-02 1.94975731e-01 1.52340118e-01
-1.65867752e-01 -2.23060974e-01]
[ 1.11548741e-01 -2.37553426e-01 -1.56305242e-01 -2.19775518e-02
-2.92251713e-02 -4.67798415e-02 1.01056802e-01 -1.54345394e-01
1.15554562e-01 -1.57579771e-01]
[ -1.10843178e-01 5.41664264e-02 2.67009639e-01 3.82705019e-03
1.41491004e-01 7.71488189e-02 4.82354168e-02 -2.96498529e-01
-1.04196867e-01 -4.96010470e-02]
[ -3.43461609e-01 1.55511623e-02 1.64901584e-02 -1.93114252e-02
1.47915707e-01 -1.76954006e-01 1.15401709e-02 2.34694818e-01
-7.95235494e-02 8.15664030e-02]
[ 1.44738812e-01 -3.21353238e-03 -2.33578277e-01 -7.99229601e-02
1.17347515e-01 -2.99288163e-01 8.75480498e-02 -1.67217672e-01
2.17381077e-03 -1.86822450e-01]
[ 2.12155447e-01 -1.99904370e-01 6.48928795e-02 -2.16430005e-02
9.86061439e-02 -3.71801794e-02 5.29936214e-02 -1.36726782e-01
1.14054027e-01 -1.77056908e-01]
[ -1.07802888e-01 -8.81762311e-02 1.20407424e-01 1.05424904e-01
4.40603288e-02 -1.13340446e-01 2.66442832e-01 -7.85085204e-02
1.79558005e-01 -6.83531112e-03]
[ -2.70233296e-02 -2.11280678e-01 1.89020972e-01 -2.83795760e-01
-1.37672629e-01 1.26217638e-01 1.03539763e-01 -1.20901154e-01
-4.58596914e-04 1.94460847e-01]]
[[ 0.62436103]
[ 1.7052286 ]
[ 0.24746233]
[ 0.88607721]
[-2.74951371]
[-0.26870994]
[-1.72297802]
[ 0.06881739]
[ 0.69589429]
[ 0.88340855]]
Progress: 42.3% ... Training loss: 0.268 ... Validation loss: 0.445[[ 1.60811740e-01 2.40800338e-01 -1.05273930e-01 1.05211027e-01
-5.05689778e-01 -7.02902265e-02 -7.36966449e-02 1.20722557e-01
-5.75439142e-02 1.94763860e-01]
[ 1.67413908e-02 1.51885825e-01 -1.80996359e-02 5.06354919e-02
7.04442097e-02 -8.21229179e-03 3.11166679e-01 4.15104166e-02
1.45446399e-01 -2.38723509e-02]
[ 1.94749451e-01 7.78321433e-01 1.10672684e-02 -5.14177052e-02
6.79597989e-01 -2.09846303e-02 -8.98092357e-01 -4.11844096e-02
5.21035919e-02 2.84351125e-01]
[ 4.76215486e-02 -3.76607859e-01 -1.96605579e-01 1.79270506e-01
-1.48251221e-02 1.29411198e-01 2.04983009e-01 6.40581283e-02
1.24454188e-01 2.85368226e-01]
[ -2.68089599e-02 7.97411050e-02 -1.50876487e-01 3.51347887e-02
-5.01394074e-02 -1.79205539e-01 7.62148779e-02 -1.18336182e-01
-1.99827431e-01 -5.19198496e-02]
[ -3.92654498e-01 -6.55800723e-01 -2.99933438e-01 1.55344196e-01
-1.18021753e-01 4.10243584e-02 3.56513272e-01 -3.89812009e-02
-2.66885989e-02 -2.64835812e-02]
[ -2.23647668e-03 -2.33606619e-01 1.05560508e-02 9.41622138e-02
-2.43894317e-02 -7.25472526e-02 1.78543879e-01 -1.90794808e-01
1.99777661e-01 3.96184823e-02]
[ 1.09335500e-01 -2.62077000e-01 3.24685468e-02 -7.43017363e-02
2.03852330e-02 -4.81689179e-02 7.86369810e-02 1.18271551e-01
7.88652646e-02 -2.25564800e-02]
[ -1.80606193e-01 -1.73612513e-01 -3.04569394e-01 -2.70249080e-02
-1.50462663e-02 7.06647118e-02 -1.06954851e-01 -3.00239775e-02
2.61018458e-01 -1.39371377e-01]
[ 3.62152855e-02 -4.21564394e-01 7.98483560e-02 5.19699501e-05
-1.66341378e-01 -1.12058604e-01 2.17421466e-01 -1.08300312e-01
4.51551565e-03 7.78537056e-02]
[ -8.06178944e-02 -9.33357788e-02 3.76935850e-03 -1.33024173e-01
-7.76295629e-02 1.29926245e-02 2.08048968e-01 -1.02380374e-01
-3.45814719e-03 -1.14671934e-01]
[ -1.26824567e-01 -2.12492197e-01 -7.18506540e-02 -2.72791986e-04
3.70522806e-01 1.02336108e-01 1.65896802e-01 -1.67292475e-02
-1.73123478e-01 -2.18074740e-01]
[ -1.58091168e-01 2.91093349e-03 6.13786151e-02 2.01911800e-02
-1.69852711e-01 -2.19190235e-01 -1.75706676e-01 -1.97170577e-01
8.54595130e-02 1.72236365e-01]
[ -2.78052821e-01 -3.40029833e-01 9.71278058e-02 2.21646016e-01
-1.32403540e-01 -6.65375457e-02 9.19187793e-02 -2.60285425e-01
-2.67537890e-01 -8.14468212e-02]
[ 9.71873879e-02 -2.03131830e-01 -2.40894305e-02 1.11893297e-01
-4.95406879e-02 -8.69466985e-02 2.54041069e-01 2.26295149e-03
2.17494935e-02 -2.42814569e-03]
[ 4.27613902e-02 -1.01616258e-01 -2.08360205e-01 1.59813717e-01
-9.12599207e-02 7.98091109e-02 -4.17017214e-02 -1.92613133e-02
-8.18436506e-02 4.24391823e-03]
[ -1.13677000e-01 -7.20359961e-02 -1.99200089e-01 1.67164034e-01
-1.68595973e-02 1.30874413e-01 -6.39940202e-04 -2.49744796e-01
8.00947153e-02 -1.85958495e-01]
[ -6.39516849e-02 -4.08955239e-02 2.77548724e-01 1.06826359e-01
1.00006886e-01 -6.32625991e-02 -1.26022332e-01 1.21158741e-01
8.02282511e-02 4.37516081e-02]
[ 5.98863077e-02 -1.73422986e-02 8.82255773e-02 8.94720992e-02
3.36929495e-02 -1.70461268e-02 2.11213645e-01 1.20319458e-01
-2.59434357e-02 -5.85586922e-02]
[ 1.03810462e-02 -1.42406588e-01 -2.91726809e-01 -5.08844833e-02
1.21106521e-01 -9.29248067e-02 1.35500854e-01 1.63018349e-01
1.08742865e-01 -2.86620380e-02]
[ 4.83435351e-02 -3.70673253e-02 -1.16231294e-01 4.52286057e-02
-1.10541239e-01 3.21071761e-01 2.75254077e-01 2.04465239e-01
-1.59217512e-01 -5.94678309e-02]
[ 3.79016970e-03 -3.61389920e-03 1.23492719e-01 1.08857001e-01
1.26159646e-03 1.04625444e-01 -1.11815873e-01 -4.16206600e-02
2.17505112e-01 8.28237252e-02]
[ 1.13102500e-01 7.94583486e-02 -4.35597399e-02 -9.37956754e-02
-1.07218783e-01 -3.31171846e-01 1.17664030e-01 8.80212790e-03
1.46837020e-01 9.32885019e-02]
[ -1.02390519e-01 -4.29282884e-02 -1.58469443e-02 2.25714219e-02
-1.19775931e-02 -2.04433052e-01 -6.32351214e-02 -2.01189545e-02
1.73075705e-02 1.27022804e-01]
[ -1.63595298e-01 -1.29676931e-01 -2.04752983e-01 -2.60373266e-02
-2.76159080e-01 2.12669286e-03 6.06486449e-02 -2.57787173e-02
-1.40261897e-02 3.62276174e-02]
[ -3.03110338e-02 -1.24291427e-01 -7.48647330e-02 -1.25753407e-01
5.26190056e-01 2.75499760e-01 5.92287818e-01 1.13094358e-01
-1.80921432e-01 -3.78292910e-01]
[ -1.88267170e-02 -4.35378528e-01 -3.13152844e-02 -7.50162979e-02
6.65495755e-01 1.01076967e-01 5.63475785e-01 9.11995850e-02
2.84058026e-02 -3.89396387e-01]
[ 1.11445529e-02 -4.86371596e-01 -4.35331768e-02 -1.06259188e-01
6.74054339e-01 2.29349084e-02 5.25817552e-01 4.86320345e-02
-3.63772078e-01 -2.19419239e-01]
[ -1.75148724e-01 -6.32415540e-01 -1.09946099e-02 -2.07253494e-01
7.82728333e-01 -8.99789857e-02 6.56614758e-01 -8.33816277e-02
-7.05926984e-02 8.19711248e-02]
[ -3.01006027e-01 -4.52384148e-01 5.39850048e-02 -5.21289092e-02
9.22937756e-01 1.43269997e-01 4.65344939e-01 4.71150166e-02
-9.23770771e-02 -1.40589832e-01]
[ -2.09386740e-01 -3.35520680e-01 2.50672652e-01 -2.45032451e-01
6.72464794e-01 -4.40734354e-02 7.18112666e-01 1.27690863e-02
-2.59008724e-01 -2.92339296e-02]
[ -1.35340050e-01 -2.40782523e-01 -1.82650420e-01 -1.06428441e-01
5.02116245e-01 -2.28742844e-01 1.95598048e-01 1.68358634e-01
-1.29488441e-02 -1.23451328e-01]
[ 9.95383589e-02 2.33868478e-01 1.58934642e-01 -1.08303796e-01
-5.07666462e-02 5.50917626e-02 -1.34106964e-01 2.81387795e-01
6.20880602e-02 1.66053896e-01]
[ 3.53957625e-01 3.47063914e-01 -8.04913943e-02 3.15971747e-01
-9.02057255e-01 -2.88815334e-01 -4.91996810e-01 1.77623505e-01
3.89999382e-01 -2.13868812e-02]
[ 4.82928527e-02 1.30427341e-01 2.53784835e-01 2.49595339e-01
-6.24835668e-02 -1.96736164e-01 -1.78996932e-01 -1.32920491e-01
-1.38147762e-01 -2.88367510e-01]
[ 1.87627896e-02 -8.18014412e-02 -1.20978868e-01 -6.16238852e-02
2.35496767e-01 4.19372216e-02 3.04305560e-03 -1.85459185e-01
2.73932410e-02 1.99723702e-01]
[ -2.87653045e-03 -6.00544949e-02 -6.88271113e-02 -5.80821541e-02
-1.09003031e-02 -1.76170734e-01 9.13229945e-02 9.35503899e-03
3.13951195e-02 -2.59165291e-03]
[ 3.20603740e-02 9.14155442e-02 2.44910837e-01 7.75021867e-02
-2.42222125e-01 -1.37195626e-01 9.22721787e-02 3.97187117e-02
-1.83100606e-01 1.09281540e-01]
[ 7.39730958e-02 4.41184061e-02 1.07709292e-01 8.33090044e-03
-2.44946356e-01 6.75559011e-02 4.98810719e-02 -2.71010166e-01
-1.67413830e-02 -8.70204024e-02]
[ -8.85080004e-03 1.06354606e-01 8.50125553e-02 -2.95324745e-02
-5.88777906e-02 1.79498719e-01 8.48188163e-02 1.18248424e-01
-2.08514256e-02 1.72861601e-01]
[ 2.27108554e-01 9.29815019e-02 3.06267438e-02 8.74252000e-02
3.60426552e-03 -2.60072875e-02 -1.94039117e-01 1.48889200e-01
-4.92546717e-02 -1.31204599e-02]
[ 4.76149476e-02 2.22181991e-02 1.87136904e-02 4.71376641e-02
-4.39877699e-01 -1.24996072e-01 -2.26733660e-01 4.14544516e-02
1.23195172e-01 1.97638554e-01]
[ 6.17858544e-02 5.23996195e-01 1.29117878e-01 4.40603624e-01
-1.22984882e+00 -3.07043542e-01 -6.03078915e-01 -7.05579779e-02
3.04113778e-01 3.49036460e-01]
[ 1.77112203e-01 4.96154153e-01 6.66496013e-02 4.28378510e-01
-9.83801791e-01 -8.29714376e-02 -4.34924304e-01 1.51028985e-01
2.11738740e-01 4.79157459e-01]
[ 2.54417152e-01 3.25983696e-01 2.47549944e-01 1.52925925e-01
-4.77099826e-01 7.91778412e-02 -2.30830692e-01 1.62796869e-01
2.43806283e-01 8.32917928e-02]
[ -7.62939154e-02 2.24112952e-01 2.40248217e-01 1.31093482e-02
-3.99806125e-02 1.31638410e-01 -1.01942217e-01 -1.55252128e-02
-3.52352796e-02 4.66912997e-02]
[ -9.98673009e-02 2.19016755e-03 2.42257012e-02 9.21473632e-02
-5.63039975e-02 1.16042058e-01 2.44001251e-01 1.98566255e-02
-2.75493003e-01 -9.42948710e-02]
[ -2.22048799e-01 -3.44326076e-02 -9.41023493e-02 -3.45308147e-01
1.85905611e-01 1.19469571e-01 1.09214201e-01 1.03246040e-01
-2.07683201e-01 3.17003325e-02]
[ 9.75524303e-03 -4.08117761e-01 -1.27864544e-01 -1.61608875e-01
3.72242558e-01 2.55039847e-02 1.94557162e-01 1.52367506e-01
-1.65592933e-01 -2.22724319e-01]
[ 1.12671647e-01 -2.34316885e-01 -1.55900672e-01 -2.03224756e-02
-3.47377638e-02 -4.72777561e-02 9.74110248e-02 -1.54223305e-01
1.16754195e-01 -1.55924133e-01]
[ -1.11140652e-01 5.31215039e-02 2.66903451e-01 3.40054531e-03
1.42551941e-01 7.72660891e-02 4.91917401e-02 -2.96526544e-01
-1.04501735e-01 -4.99430811e-02]
[ -3.42832425e-01 1.66145454e-02 1.67384280e-02 -1.85112805e-02
1.45947240e-01 -1.77168203e-01 1.02488127e-02 2.34761357e-01
-7.88439936e-02 8.23408583e-02]
[ 1.44636121e-01 -3.68732129e-03 -2.33617842e-01 -8.00916026e-02
1.17946893e-01 -2.99256779e-01 8.80448814e-02 -1.67228735e-01
2.05443593e-03 -1.86976555e-01]
[ 2.12701789e-01 -1.99021842e-01 6.50871202e-02 -2.09316669e-02
9.58466397e-02 -3.74123894e-02 5.17271918e-02 -1.36663644e-01
1.14616796e-01 -1.76369180e-01]
[ -1.07458937e-01 -8.70821514e-02 1.20538735e-01 1.05910208e-01
4.24246447e-02 -1.13495121e-01 2.65275622e-01 -7.84715405e-02
1.79870523e-01 -6.39047100e-03]
[ -2.81546023e-02 -2.13276115e-01 1.88573815e-01 -2.85445910e-01
-1.34517152e-01 1.26709863e-01 1.05673420e-01 -1.21027861e-01
-1.76213937e-03 1.92832971e-01]]
[[ 0.62882895]
[ 1.70725628]
[ 0.24937409]
[ 0.88932697]
[-2.74395021]
[-0.26424786]
[-1.71986061]
[ 0.07399466]
[ 0.70144565]
[ 0.88826149]]
Progress: 42.4% ... Training loss: 0.268 ... Validation loss: 0.446[[ 1.60279932e-01 2.39447571e-01 -1.05518726e-01 1.04119545e-01
-5.01117279e-01 -6.99887597e-02 -7.15088330e-02 1.20646799e-01
-5.83045011e-02 1.93601528e-01]
[ 1.66231060e-02 1.51683306e-01 -1.81429559e-02 5.04650607e-02
7.09905271e-02 -8.16128729e-03 3.11426440e-01 4.14960989e-02
1.45310654e-01 -2.40310803e-02]
[ 1.97139101e-01 7.82597600e-01 1.20963585e-02 -4.80444762e-02
6.70906494e-01 -2.20940672e-02 -9.03467607e-01 -4.08944631e-02
5.45973022e-02 2.87579677e-01]
[ 4.74533884e-02 -3.76340983e-01 -1.96572080e-01 1.79293006e-01
-1.43397643e-02 1.29472879e-01 2.05815997e-01 6.40649406e-02
1.24472476e-01 2.85455797e-01]
[ -2.59948660e-02 8.13422848e-02 -1.50625580e-01 3.59986775e-02
-4.98713351e-02 -1.79507174e-01 7.39283321e-02 -1.18259509e-01
-1.99159445e-01 -5.09539663e-02]
[ -3.92396007e-01 -6.54520509e-01 -2.99892882e-01 1.55488330e-01
-1.18512066e-01 4.09839709e-02 3.55895751e-01 -3.89602806e-02
-2.64780921e-02 -2.64121225e-02]
[ -3.48606677e-03 -2.36772408e-01 1.00679433e-02 9.23963708e-02
-1.92728039e-02 -7.20431393e-02 1.81279826e-01 -1.90944066e-01
1.98319952e-01 3.78531127e-02]
[ 1.10878323e-01 -2.58355811e-01 3.30652578e-02 -7.21470798e-02
1.29858917e-02 -4.88083280e-02 7.48626597e-02 1.18446291e-01
8.04647288e-02 -2.06786785e-02]
[ -1.81431411e-01 -1.74976205e-01 -3.04857188e-01 -2.81837995e-02
-1.26858037e-02 7.10174244e-02 -1.04500201e-01 -3.01208686e-02
2.60238349e-01 -1.40550624e-01]
[ 3.56822523e-02 -4.20753174e-01 7.96126385e-02 -8.88499451e-04
-1.67129419e-01 -1.11797586e-01 2.17585589e-01 -1.08383930e-01
3.81841422e-03 7.65467410e-02]
[ -8.01976974e-02 -9.32455006e-02 3.91495887e-03 -1.32539063e-01
-7.77161421e-02 1.28588115e-02 2.08276552e-01 -1.02328558e-01
-3.03698854e-03 -1.14160138e-01]
[ -1.26985226e-01 -2.12921772e-01 -7.18991720e-02 -4.43376810e-04
3.70984863e-01 1.02385932e-01 1.66303850e-01 -1.67479348e-02
-1.73275382e-01 -2.18274927e-01]
[ -1.58091168e-01 2.91093349e-03 6.13786151e-02 2.01911800e-02
-1.69852711e-01 -2.19190235e-01 -1.75706676e-01 -1.97170577e-01
8.54595130e-02 1.72236365e-01]
[ -2.78435117e-01 -3.40409197e-01 9.69416578e-02 2.21010286e-01
-1.31229815e-01 -6.63398066e-02 9.25200328e-02 -2.60338247e-01
-2.68044515e-01 -8.20941666e-02]
[ 9.76258508e-02 -2.02499240e-01 -2.39503365e-02 1.12491816e-01
-5.01974002e-02 -8.71032020e-02 2.53612514e-01 2.31446352e-03
2.22397212e-02 -1.83785844e-03]
[ 4.27341395e-02 -1.01010310e-01 -2.08367018e-01 1.59661656e-01
-9.12780877e-02 7.98261059e-02 -4.21017342e-02 -1.92668005e-02
-8.18759360e-02 4.04050563e-03]
[ -1.13729724e-01 -7.21253954e-02 -1.99220428e-01 1.67094740e-01
-1.66890646e-02 1.30895643e-01 -6.02552781e-04 -2.49755842e-01
8.00424863e-02 -1.86055055e-01]
[ -6.47283734e-02 -4.30578393e-02 2.77261245e-01 1.05744441e-01
1.03167987e-01 -6.29573489e-02 -1.24120178e-01 1.21072828e-01
7.93028380e-02 4.26695660e-02]
[ 5.99472888e-02 -1.71329331e-02 8.82489031e-02 8.95712641e-02
3.34332236e-02 -1.70773823e-02 2.10950863e-01 1.20327325e-01
-2.58787385e-02 -5.84300614e-02]
[ 1.07325475e-02 -1.41432867e-01 -2.91573078e-01 -5.02832221e-02
1.18868531e-01 -9.30963328e-02 1.34663119e-01 1.63062240e-01
1.09150150e-01 -2.82400044e-02]
[ 4.85291771e-02 -3.69496704e-02 -1.16197708e-01 4.52976316e-02
-1.11466385e-01 3.21040233e-01 2.74942394e-01 2.04474708e-01
-1.59119166e-01 -5.94511277e-02]
[ 4.81043560e-03 -9.64229698e-04 1.23907871e-01 1.10307563e-01
-2.49285065e-03 1.04184874e-01 -1.14004715e-01 -4.15011500e-02
2.18584659e-01 8.42447962e-02]
[ 1.13256857e-01 7.99271144e-02 -4.34965364e-02 -9.35722684e-02
-1.07777334e-01 -3.31227321e-01 1.17302855e-01 8.82157965e-03
1.46985255e-01 9.34998398e-02]
[ -1.03177044e-01 -4.48509133e-02 -1.61457986e-02 2.14631901e-02
-9.18936256e-03 -2.04105193e-01 -6.12587643e-02 -2.02118377e-02
1.64980337e-02 1.25918853e-01]
[ -1.64054518e-01 -1.30309019e-01 -2.04920078e-01 -2.66579758e-02
-2.75454493e-01 2.32150704e-03 6.17210334e-02 -2.58327570e-02
-1.44162849e-02 3.55755085e-02]
[ -3.04505516e-02 -1.24762405e-01 -7.49185485e-02 -1.25962080e-01
5.26652792e-01 2.75562570e-01 5.92701916e-01 1.13076803e-01
-1.81086442e-01 -3.78504129e-01]
[ -1.86782979e-02 -4.35194739e-01 -3.12513951e-02 -7.47883282e-02
6.64896833e-01 1.01010088e-01 5.63252022e-01 9.12186449e-02
2.85803528e-02 -3.89195264e-01]
[ 1.09566018e-02 -4.86939989e-01 -4.36047195e-02 -1.06510878e-01
6.74837433e-01 2.30098579e-02 5.26404964e-01 4.86109895e-02
-3.63973878e-01 -2.19698862e-01]
[ -1.75500501e-01 -6.33040416e-01 -1.11368013e-02 -2.07756368e-01
7.84177932e-01 -8.98334272e-02 6.57240463e-01 -8.34233160e-02
-7.09841860e-02 8.15025494e-02]
[ -3.01076981e-01 -4.52493081e-01 5.39533074e-02 -5.22510792e-02
9.23422309e-01 1.43309614e-01 4.65449664e-01 4.71053963e-02
-9.24649781e-02 -1.40703061e-01]
[ -2.09251008e-01 -3.35473371e-01 2.50730757e-01 -2.44811330e-01
6.71783368e-01 -4.41342697e-02 7.18050069e-01 1.27875045e-02
-2.58834276e-01 -2.89963697e-02]
[ -1.35391933e-01 -2.40762483e-01 -1.82668791e-01 -1.06521536e-01
5.02373020e-01 -2.28716384e-01 1.95590792e-01 1.68350809e-01
-1.30398567e-02 -1.23546041e-01]
[ 9.97186498e-02 2.34813736e-01 1.58994475e-01 -1.08036692e-01
-5.23618481e-02 5.50236167e-02 -1.35005574e-01 2.81409385e-01
6.22376033e-02 1.66252973e-01]
[ 3.53714266e-01 3.46566113e-01 -8.06200516e-02 3.15536613e-01
-9.01239026e-01 -2.88661533e-01 -4.90749038e-01 1.77582649e-01
3.89697875e-01 -2.19279079e-02]
[ 4.80497357e-02 1.30202858e-01 2.53681386e-01 2.49239779e-01
-6.16419271e-02 -1.96629172e-01 -1.78535160e-01 -1.32947595e-01
-1.38444495e-01 -2.88699746e-01]
[ 1.86034367e-02 -8.20232672e-02 -1.21044389e-01 -6.18651478e-02
2.35919231e-01 4.20023635e-02 3.33517003e-03 -1.85478570e-01
2.72345629e-02 1.99480828e-01]
[ -3.20994887e-03 -6.09078302e-02 -6.89548721e-02 -5.85516963e-02
-9.48249460e-03 -1.76035075e-01 9.21987475e-02 9.31727909e-03
3.10347797e-02 -3.06497761e-03]
[ 3.20359620e-02 9.13461827e-02 2.44899193e-01 7.74489808e-02
-2.42279024e-01 -1.37191611e-01 9.21761582e-02 3.97143551e-02
-1.83124121e-01 1.09241326e-01]
[ 7.34783388e-02 4.33062511e-02 1.07532631e-01 7.67480781e-03
-2.43161164e-01 6.77406704e-02 5.07359116e-02 -2.71071731e-01
-1.72889123e-02 -8.77408399e-02]
[ -8.74027364e-03 1.06415146e-01 8.50564333e-02 -2.93654902e-02
-5.90336023e-02 1.79449751e-01 8.47933991e-02 1.18262428e-01
-2.07197355e-02 1.73028175e-01]
[ 2.26965603e-01 9.26404957e-02 3.05624803e-02 8.71996722e-02
4.11748118e-03 -2.59430588e-02 -1.93753149e-01 1.48870136e-01
-4.94352889e-02 -1.33430047e-02]
[ 4.77585074e-02 2.26089375e-02 1.87727142e-02 4.73383478e-02
-4.40571033e-01 -1.25057406e-01 -2.27165082e-01 4.14734425e-02
1.23372577e-01 1.97838838e-01]
[ 6.25159112e-02 5.25690106e-01 1.29410088e-01 4.41595201e-01
-1.23206549e+00 -3.07339329e-01 -6.04569697e-01 -7.04740778e-02
3.04851028e-01 3.50043307e-01]
[ 1.77644735e-01 4.97389358e-01 6.68701049e-02 4.29123901e-01
-9.86684038e-01 -8.32047250e-02 -4.35931124e-01 1.51094056e-01
2.12371052e-01 4.79672916e-01]
[ 2.54092555e-01 3.25412442e-01 2.47420679e-01 1.52456084e-01
-4.75930017e-01 7.93195094e-02 -2.30153605e-01 1.62757393e-01
2.43442598e-01 8.28257155e-02]
[ -7.61164900e-02 2.24557549e-01 2.40315023e-01 1.33587739e-02
-4.06953321e-02 1.31564616e-01 -1.02391698e-01 -1.55047373e-02
-3.50397158e-02 4.69413737e-02]
[ -9.99562127e-02 2.01007409e-03 2.41710388e-02 9.19784788e-02
-5.58250035e-02 1.16095223e-01 2.44083777e-01 1.98429358e-02
-2.75615098e-01 -9.44262974e-02]
[ -2.21755421e-01 -3.36766809e-02 -9.39852043e-02 -3.44926634e-01
1.84679705e-01 1.19350720e-01 1.08427569e-01 1.03280103e-01
-2.07354185e-01 3.20948477e-02]
[ 9.88679038e-03 -4.07878656e-01 -1.27805072e-01 -1.61433036e-01
3.71767017e-01 2.54500573e-02 1.94324944e-01 1.52382434e-01
-1.65430649e-01 -2.22553665e-01]
[ 1.10571702e-01 -2.38592551e-01 -1.56753349e-01 -2.33935888e-02
-2.89395285e-02 -4.63460285e-02 1.02423799e-01 -1.54495524e-01
1.14456051e-01 -1.59123033e-01]
[ -1.10279685e-01 5.48540518e-02 2.67255099e-01 4.58903121e-03
1.39489594e-01 7.69026623e-02 4.77064796e-02 -2.96415576e-01
-1.03503638e-01 -4.88652432e-02]
[ -3.43662339e-01 1.50009247e-02 1.64043245e-02 -1.96962974e-02
1.48826849e-01 -1.76819575e-01 1.18825142e-02 2.34655498e-01
-7.98235156e-02 8.10754222e-02]
[ 1.44683745e-01 -3.89644303e-03 -2.33626568e-01 -8.00535621e-02
1.19036517e-01 -2.99269625e-01 8.82430598e-02 -1.67223854e-01
2.10209698e-03 -1.86917612e-01]
[ 2.14068548e-01 -1.95598774e-01 6.56530890e-02 -1.89695445e-02
9.05681120e-02 -3.79951695e-02 4.84929989e-02 -1.36498817e-01
1.16026504e-01 -1.74444007e-01]
[ -1.07085474e-01 -8.62769442e-02 1.20694473e-01 1.06449875e-01
4.05300645e-02 -1.13662028e-01 2.64224599e-01 -7.84218611e-02
1.80297186e-01 -5.88856493e-03]
[ -2.81470516e-02 -2.12666607e-01 1.88557331e-01 -2.85544040e-01
-1.34461730e-01 1.26732497e-01 1.05397997e-01 -1.21030627e-01
-1.79445038e-03 1.92738091e-01]]
[[ 0.62926337]
[ 1.70997734]
[ 0.24940301]
[ 0.88780421]
[-2.74354861]
[-0.26510693]
[-1.72532335]
[ 0.07299245]
[ 0.70048646]
[ 0.88870375]]
Progress: 42.4% ... Training loss: 0.268 ... Validation loss: 0.445[[ 1.60296214e-01 2.38530934e-01 -1.05492728e-01 1.03913031e-01
-4.97882832e-01 -6.99252610e-02 -7.08841140e-02 1.20644524e-01
-5.83004863e-02 1.93412959e-01]
[ 1.65852569e-02 1.51509420e-01 -1.81573271e-02 5.04100927e-02
7.11025522e-02 -8.14446143e-03 3.11495183e-01 4.14916300e-02
1.45261174e-01 -2.40873306e-02]
[ 1.93066458e-01 7.75198863e-01 1.03672955e-02 -5.42993423e-02
6.85750243e-01 -2.01532118e-02 -8.95878513e-01 -4.14051948e-02
4.95954753e-02 2.80870378e-01]
[ 5.20211103e-02 -3.68050385e-01 -1.94750301e-01 1.86056847e-01
-2.74205953e-02 1.27583145e-01 1.96423303e-01 6.45698364e-02
1.29567590e-01 2.91689346e-01]
[ -2.55500229e-02 8.27321664e-02 -1.50517301e-01 3.63946590e-02
-5.32577823e-02 -1.79657626e-01 7.32357913e-02 -1.18162040e-01
-1.98560095e-01 -5.02745495e-02]
[ -3.91516635e-01 -6.54335080e-01 -2.99437755e-01 1.56945467e-01
-1.22546039e-01 4.04677359e-02 3.55558010e-01 -3.88200852e-02
-2.52227747e-02 -2.47373116e-02]
[ -3.26781421e-03 -2.36044101e-01 1.01396822e-02 9.25770075e-02
-1.99203781e-02 -7.20493659e-02 1.80469805e-01 -1.90913935e-01
1.98558943e-01 3.80464376e-02]
[ 1.09825166e-01 -2.61174189e-01 3.26530521e-02 -7.36964214e-02
1.70476722e-02 -4.83704624e-02 7.74731735e-02 1.18319288e-01
7.92310164e-02 -2.23997763e-02]
[ -1.81181057e-01 -1.75362662e-01 -3.04786631e-01 -2.78264706e-02
-1.31101445e-02 7.08974693e-02 -1.04893297e-01 -3.00871096e-02
2.60420022e-01 -1.40202006e-01]
[ 3.46023240e-02 -4.23974378e-01 7.91708677e-02 -2.65534694e-03
-1.61770971e-01 -1.11258388e-01 2.20280038e-01 -1.08505098e-01
2.49827578e-03 7.47105916e-02]
[ -7.99072600e-02 -9.36359724e-02 4.04294477e-03 -1.32155862e-01
-7.87123419e-02 1.26718166e-02 2.08375577e-01 -1.02285660e-01
-2.72458780e-03 -1.13601958e-01]
[ -1.25900914e-01 -2.11601196e-01 -7.14001696e-02 1.38603118e-03
3.65578507e-01 1.01829178e-01 1.64580032e-01 -1.65925828e-02
-1.71825375e-01 -2.16501302e-01]
[ -1.58091168e-01 2.91093349e-03 6.13786151e-02 2.01911800e-02
-1.69852711e-01 -2.19190235e-01 -1.75706676e-01 -1.97170577e-01
8.54595130e-02 1.72236365e-01]
[ -2.77474811e-01 -3.39329476e-01 9.74218469e-02 2.22613773e-01
-1.35800556e-01 -6.68392416e-02 9.12271912e-02 -2.60194032e-01
-2.66706616e-01 -8.05516979e-02]
[ 9.83544932e-02 -2.01471295e-01 -2.36489311e-02 1.13503675e-01
-5.19006921e-02 -8.74213173e-02 2.52391921e-01 2.39732976e-03
2.30641754e-02 -7.56117591e-04]
[ 4.16759573e-02 -1.03549878e-01 -2.08796725e-01 1.58133578e-01
-8.79462591e-02 8.02299871e-02 -3.92953751e-02 -1.93828485e-02
-8.30629316e-02 2.73431520e-03]
[ -1.13761303e-01 -7.17012955e-02 -1.99253435e-01 1.67036275e-01
-1.62346122e-02 1.30914631e-01 -1.16884475e-03 -2.49753450e-01
8.00312881e-02 -1.86080881e-01]
[ -6.42886220e-02 -4.23541197e-02 2.77421027e-01 1.06268313e-01
1.01693442e-01 -6.30689955e-02 -1.24750387e-01 1.21121106e-01
7.97711645e-02 4.31335875e-02]
[ 6.00322104e-02 -1.68281847e-02 8.83029194e-02 8.96809841e-02
3.26534440e-02 -1.71046918e-02 2.10610461e-01 1.20339315e-01
-2.57864196e-02 -5.82818585e-02]
[ 1.04596719e-02 -1.41918925e-01 -2.91694122e-01 -5.06905309e-02
1.19696741e-01 -9.29789358e-02 1.34977094e-01 1.63026671e-01
1.08801529e-01 -2.87262642e-02]
[ 4.76873775e-02 -3.92088998e-02 -1.16519527e-01 4.40397888e-02
-1.08166655e-01 3.21399990e-01 2.76994233e-01 2.04370962e-01
-1.60116048e-01 -6.07682835e-02]
[ 4.86029689e-03 -1.06055237e-03 1.23933266e-01 1.10396259e-01
-2.48306883e-03 1.04163291e-01 -1.13865939e-01 -4.14896779e-02
2.18641869e-01 8.42551120e-02]
[ 1.13192755e-01 7.96338817e-02 -4.35357511e-02 -9.36867936e-02
-1.07451088e-01 -3.31194793e-01 1.17474398e-01 8.81169025e-03
1.46879637e-01 9.33778552e-02]
[ -1.03347087e-01 -4.56655538e-02 -1.62159326e-02 2.12636211e-02
-8.50018765e-03 -2.04061771e-01 -6.06400226e-02 -2.02267095e-02
1.63330119e-02 1.25741275e-01]
[ -1.63584598e-01 -1.29651303e-01 -2.04740722e-01 -2.59840589e-02
-2.76909667e-01 2.11907083e-03 6.07397935e-02 -2.57767645e-02
-1.39398865e-02 3.62594088e-02]
[ -3.07212440e-02 -1.25562383e-01 -7.50263481e-02 -1.26333187e-01
5.27729808e-01 2.75665376e-01 5.93480697e-01 1.13046011e-01
-1.81381974e-01 -3.78866792e-01]
[ -1.88551835e-02 -4.35926992e-01 -3.13149066e-02 -7.49769688e-02
6.65380882e-01 1.01061665e-01 5.63955793e-01 9.12056215e-02
2.84561323e-02 -3.89401179e-01]
[ 1.09159071e-02 -4.87263597e-01 -4.36070116e-02 -1.06508803e-01
6.74846768e-01 2.30151402e-02 5.26705402e-01 4.86095633e-02
-3.63989140e-01 -2.19746218e-01]
[ -1.75432590e-01 -6.33032955e-01 -1.11116918e-02 -2.07639513e-01
7.83896799e-01 -8.98625688e-02 6.57154491e-01 -8.34153023e-02
-7.09026886e-02 8.15905469e-02]
[ -3.00836555e-01 -4.52125675e-01 5.40962914e-02 -5.17519819e-02
9.21896069e-01 1.43155993e-01 4.65025915e-01 4.71465929e-02
-9.21060359e-02 -1.40216514e-01]
[ -2.08994046e-01 -3.35408829e-01 2.50850350e-01 -2.44325234e-01
6.70314391e-01 -4.42804568e-02 7.17857273e-01 1.28285685e-02
-2.58454948e-01 -2.85461846e-02]
[ -1.35728651e-01 -2.41574623e-01 -1.82800276e-01 -1.07033174e-01
5.03958410e-01 -2.28562776e-01 1.96501120e-01 1.68308912e-01
-1.34379569e-02 -1.24041024e-01]
[ 1.00051802e-01 2.35734566e-01 1.59130250e-01 -1.07548772e-01
-5.38631607e-02 5.48830621e-02 -1.35929291e-01 2.81449527e-01
6.26128261e-02 1.66740999e-01]
[ 3.55387738e-01 3.49612247e-01 -7.99621230e-02 3.17705159e-01
-9.04686200e-01 -2.89340448e-01 -4.94310336e-01 1.77772939e-01
3.91479559e-01 -1.95751544e-02]
[ 4.81411653e-02 1.30081195e-01 2.53729037e-01 2.49348745e-01
-6.18434356e-02 -1.96678691e-01 -1.78526181e-01 -1.32934280e-01
-1.38320507e-01 -2.88562835e-01]
[ 1.83965830e-02 -8.26009794e-02 -1.21133152e-01 -6.21710988e-02
2.36536149e-01 4.20997729e-02 3.68470007e-03 -1.85502851e-01
2.69508274e-02 1.99115993e-01]
[ -3.53354653e-03 -6.16760268e-02 -6.90779910e-02 -5.90000992e-02
-8.22305686e-03 -1.75904789e-01 9.30004439e-02 9.27952931e-03
3.06728545e-02 -3.48266542e-03]
[ 3.18598527e-02 9.08749779e-02 2.44824197e-01 7.71823408e-02
-2.41461095e-01 -1.37118597e-01 9.26768355e-02 3.96926408e-02
-1.83331484e-01 1.08978970e-01]
[ 7.28879338e-02 4.24088243e-02 1.07293310e-01 6.84921604e-03
-2.40798902e-01 6.79813417e-02 5.17139436e-02 -2.71140626e-01
-1.79584743e-02 -8.85762452e-02]
[ -8.79052409e-03 1.06082085e-01 8.50284143e-02 -2.94473757e-02
-5.88031543e-02 1.79469601e-01 8.50714396e-02 1.18255901e-01
-2.07756985e-02 1.72946840e-01]
[ 2.26679519e-01 9.21913296e-02 3.04776341e-02 8.67441816e-02
4.85829551e-03 -2.58161661e-02 -1.93438917e-01 1.48832788e-01
-4.97858403e-02 -1.38365810e-02]
[ 4.78040015e-02 2.29547801e-02 1.87800922e-02 4.73952895e-02
-4.40674819e-01 -1.25085796e-01 -2.27421115e-01 4.14865334e-02
1.23426072e-01 1.97903729e-01]
[ 6.25870405e-02 5.25289729e-01 1.29432623e-01 4.41625896e-01
-1.23340495e+00 -3.07347258e-01 -6.04058803e-01 -7.04590194e-02
3.04941882e-01 3.50220860e-01]
[ 1.77622685e-01 4.97136887e-01 6.68602679e-02 4.29123309e-01
-9.87464925e-01 -8.31811457e-02 -4.35804005e-01 1.51093685e-01
2.12375025e-01 4.79539399e-01]
[ 2.54388747e-01 3.26202638e-01 2.47526526e-01 1.52827654e-01
-4.76712855e-01 7.92061949e-02 -2.30969173e-01 1.62786116e-01
2.43745649e-01 8.31870072e-02]
[ -7.62301314e-02 2.24269348e-01 2.40265447e-01 1.31897166e-02
-4.02124209e-02 1.31607729e-01 -1.02104027e-01 -1.55149352e-02
-3.51698133e-02 4.67779824e-02]
[ -1.00022632e-01 1.83810418e-03 2.41454538e-02 9.18847344e-02
-5.56134634e-02 1.16123735e-01 2.44163651e-01 1.98353124e-02
-2.75690637e-01 -9.45216579e-02]
[ -2.21655394e-01 -3.34671199e-02 -9.39492595e-02 -3.44788717e-01
1.84237469e-01 1.19308893e-01 1.08168053e-01 1.03292491e-01
-2.07257798e-01 3.22329522e-02]
[ 9.66581709e-03 -4.08522303e-01 -1.27891450e-01 -1.61735214e-01
3.72720414e-01 2.55383032e-02 1.94983188e-01 1.52358080e-01
-1.65668949e-01 -2.22843889e-01]
[ 1.09938741e-01 -2.40725839e-01 -1.57027484e-01 -2.43327661e-02
-2.61215745e-02 -4.60566642e-02 1.04351147e-01 -1.54572092e-01
1.13712257e-01 -1.60043309e-01]
[ -1.11434829e-01 5.22348562e-02 2.66833332e-01 2.91584707e-03
1.44252615e-01 7.73535022e-02 4.98481204e-02 -2.96536857e-01
-1.04867459e-01 -5.05273692e-02]
[ -3.42795055e-01 1.61481300e-02 1.67974853e-02 -1.83755686e-02
1.46459684e-01 -1.77208493e-01 1.05255025e-02 2.34769813e-01
-7.87894579e-02 8.23795964e-02]
[ 1.44753049e-01 -4.07156065e-03 -2.33623998e-01 -7.99528940e-02
1.18346038e-01 -2.99308311e-01 8.83176289e-02 -1.67214493e-01
2.17951050e-03 -1.86812229e-01]
[ 2.12857895e-01 -1.98941269e-01 6.51549940e-02 -2.07838068e-02
9.50123438e-02 -3.75222379e-02 5.18297177e-02 -1.36635670e-01
1.14669043e-01 -1.76048200e-01]
[ -1.05362003e-01 -8.30991811e-02 1.21437020e-01 1.09007530e-01
3.39337300e-02 -1.14397840e-01 2.60728048e-01 -7.82036645e-02
1.82403626e-01 -3.42359703e-03]
[ -2.75135318e-02 -2.11012579e-01 1.88798267e-01 -2.84650707e-01
-1.37877065e-01 1.26478225e-01 1.03840940e-01 -1.20960716e-01
-1.10501615e-03 1.93545817e-01]]
[[ 0.627451 ]
[ 1.70528861]
[ 0.24960201]
[ 0.89275963]
[-2.74783149]
[-0.26374357]
[-1.71730498]
[ 0.07600799]
[ 0.70345937]
[ 0.89075294]]
Progress: 42.5% ... Training loss: 0.268 ... Validation loss: 0.449[[ 1.60363940e-01 2.39944165e-01 -1.05456363e-01 1.04078372e-01
-4.97826909e-01 -6.99931275e-02 -7.19235189e-02 1.20651962e-01
-5.81688845e-02 1.93393064e-01]
[ 1.62992099e-02 1.50976218e-01 -1.82718924e-02 4.99991373e-02
7.22965051e-02 -8.02319769e-03 3.12137414e-01 4.14583463e-02
1.44954755e-01 -2.44765927e-02]
[ 1.88663139e-01 7.66922394e-01 8.58752066e-03 -6.09170055e-02
7.02436247e-01 -1.83394450e-02 -8.87317466e-01 -4.19693146e-02
4.45592144e-02 2.74599653e-01]
[ 5.27186049e-02 -3.69973206e-01 -1.94541219e-01 1.87341207e-01
-2.70956459e-02 1.27392134e-01 1.96990140e-01 6.46464234e-02
1.30407572e-01 2.93376164e-01]
[ -2.68518981e-02 7.96976058e-02 -1.50976992e-01 3.50137113e-02
-5.38437306e-02 -1.79234398e-01 7.66642834e-02 -1.18265944e-01
-1.99416713e-01 -5.18844310e-02]
[ -3.91325116e-01 -6.53450582e-01 -2.99361058e-01 1.57251014e-01
-1.24506044e-01 4.03532875e-02 3.55056095e-01 -3.87982637e-02
-2.50037889e-02 -2.46414655e-02]
[ -2.87090037e-03 -2.34455167e-01 1.03232608e-02 9.32853670e-02
-2.04703906e-02 -7.22239786e-02 1.78948465e-01 -1.90854832e-01
1.98993232e-01 3.86829780e-02]
[ 1.07296062e-01 -2.66732918e-01 3.15928305e-02 -7.75158699e-02
2.58458510e-02 -4.73363892e-02 8.29280088e-02 1.17990140e-01
7.63109929e-02 -2.60043410e-02]
[ -1.81420893e-01 -1.76488544e-01 -3.04889387e-01 -2.81782462e-02
-1.13348077e-02 7.09930483e-02 -1.04245430e-01 -3.01149786e-02
2.60162500e-01 -1.40444034e-01]
[ 3.31952374e-02 -4.25819714e-01 7.85979267e-02 -4.82286200e-03
-1.57652648e-01 -1.10737945e-01 2.21866454e-01 -1.08685530e-01
7.80955417e-04 7.27661386e-02]
[ -7.96674079e-02 -9.31954101e-02 4.10314955e-03 -1.31905221e-01
-7.88532826e-02 1.25903614e-02 2.07738734e-01 -1.02260734e-01
-2.41720537e-03 -1.13214496e-01]
[ -1.26914186e-01 -2.14407603e-01 -7.17901349e-02 1.45587480e-04
3.69664623e-01 1.02230781e-01 1.67709905e-01 -1.67131693e-02
-1.72939708e-01 -2.18058517e-01]
[ -1.58091168e-01 2.91093349e-03 6.13786151e-02 2.01911800e-02
-1.69852711e-01 -2.19190235e-01 -1.75706676e-01 -1.97170577e-01
8.54595130e-02 1.72236365e-01]
[ -2.77934127e-01 -3.40006076e-01 9.72376070e-02 2.21983222e-01
-1.34339825e-01 -6.66353164e-02 9.22475345e-02 -2.60252850e-01
-2.67250819e-01 -8.12009806e-02]
[ 9.82885743e-02 -2.01764257e-01 -2.36954228e-02 1.13395053e-01
-5.21011593e-02 -8.74011075e-02 2.52739669e-01 2.38822846e-03
2.29994559e-02 -8.60614369e-04]
[ 4.23153532e-02 -1.01661658e-01 -2.08522349e-01 1.59077559e-01
-9.06392691e-02 7.99244904e-02 -4.11855040e-02 -1.93033706e-02
-8.23267242e-02 3.44053623e-03]
[ -1.13019545e-01 -7.00248790e-02 -1.98954202e-01 1.68090054e-01
-1.83881254e-02 1.30590856e-01 -2.59848749e-03 -2.49655860e-01
8.08048972e-02 -1.85026624e-01]
[ -6.48745180e-02 -4.39417240e-02 2.77191906e-01 1.05543762e-01
1.03758123e-01 -6.28301503e-02 -1.23148796e-01 1.21048932e-01
7.91495691e-02 4.22551225e-02]
[ 6.00533706e-02 -1.58246617e-02 8.83273094e-02 8.96966365e-02
3.27652866e-02 -1.70929999e-02 2.09527974e-01 1.20344658e-01
-2.57825067e-02 -5.81206903e-02]
[ 9.16385199e-03 -1.44516624e-01 -2.92258948e-01 -5.27188277e-02
1.24421970e-01 -9.24761371e-02 1.37357645e-01 1.62853919e-01
1.07241036e-01 -3.06564311e-02]
[ 4.70151907e-02 -4.09025913e-02 -1.16797669e-01 4.30728055e-02
-1.05754716e-01 3.21697049e-01 2.78479813e-01 2.04284244e-01
-1.60877918e-01 -6.17185465e-02]
[ 3.75962878e-03 -4.04251805e-03 1.23496646e-01 1.08825104e-01
1.66112695e-03 1.04608586e-01 -1.10600487e-01 -4.16236825e-02
2.17583841e-01 8.28594851e-02]
[ 1.12601349e-01 7.85336051e-02 -4.37514044e-02 -9.44932274e-02
-1.05409587e-01 -3.30946536e-01 1.18845295e-01 8.74049315e-03
1.46286045e-01 9.25528060e-02]
[ -1.02267872e-01 -4.38261459e-02 -1.58076587e-02 2.27766174e-02
-1.17516945e-02 -2.04509684e-01 -6.32891165e-02 -2.00930475e-02
1.73807032e-02 1.27241373e-01]
[ -1.63475422e-01 -1.29339251e-01 -2.04694602e-01 -2.58311916e-02
-2.77507790e-01 2.06876538e-03 6.03984305e-02 -2.57641635e-02
-1.38210795e-02 3.64568090e-02]
[ -3.07765544e-02 -1.25773827e-01 -7.50512882e-02 -1.26429248e-01
5.27887262e-01 2.75686481e-01 5.93773329e-01 1.13038175e-01
-1.81466074e-01 -3.79068970e-01]
[ -1.91038837e-02 -4.36577818e-01 -3.14139294e-02 -7.53293098e-02
6.66374919e-01 1.01165791e-01 5.64559299e-01 9.11755042e-02
2.81850049e-02 -3.89755811e-01]
[ 1.09523688e-02 -4.87575197e-01 -4.36042414e-02 -1.06465067e-01
6.74622855e-01 2.29976803e-02 5.27099409e-01 4.86143114e-02
-3.63938572e-01 -2.19709594e-01]
[ -1.75634905e-01 -6.33491080e-01 -1.11925361e-02 -2.07923435e-01
7.84587838e-01 -8.97779274e-02 6.57666063e-01 -8.34410307e-02
-7.11239752e-02 8.13163649e-02]
[ -3.00836555e-01 -4.52125675e-01 5.40962914e-02 -5.17519819e-02
9.21896069e-01 1.43155993e-01 4.65025915e-01 4.71465929e-02
-9.21060359e-02 -1.40216514e-01]
[ -2.09375901e-01 -3.36322795e-01 2.50694916e-01 -2.44894865e-01
6.71888110e-01 -4.41165109e-02 7.18644425e-01 1.27813523e-02
-2.58895249e-01 -2.90906307e-02]
[ -1.35550627e-01 -2.41259382e-01 -1.82733004e-01 -1.06768988e-01
5.03139782e-01 -2.28639611e-01 1.96073997e-01 1.68330514e-01
-1.32316046e-02 -1.23818586e-01]
[ 9.98217768e-02 2.35201682e-01 1.59050384e-01 -1.07840424e-01
-5.22140668e-02 5.49616684e-02 -1.35137673e-01 2.81421654e-01
6.24858184e-02 1.66527502e-01]
[ 3.56153729e-01 3.51195438e-01 -7.96789875e-02 3.18922681e-01
-9.06954910e-01 -2.89615356e-01 -4.96504015e-01 1.77871091e-01
3.92152162e-01 -1.83898284e-02]
[ 4.78743548e-02 1.29639588e-01 2.53621040e-01 2.48958247e-01
-6.07733710e-02 -1.96566005e-01 -1.77933860e-01 -1.32969970e-01
-1.38607227e-01 -2.88963210e-01]
[ 1.85621193e-02 -8.20658952e-02 -1.21060587e-01 -6.19091425e-02
2.35651733e-01 4.20272228e-02 3.07885565e-03 -1.85483471e-01
2.71276320e-02 1.99324991e-01]
[ -3.92018319e-03 -6.27446396e-02 -6.92586187e-02 -5.96128603e-02
-6.22467561e-03 -1.75735546e-01 9.39878986e-02 9.22726449e-03
3.02027518e-02 -4.08613824e-03]
[ 3.14946285e-02 9.00222614e-02 2.44660065e-01 7.66026902e-02
-2.40075195e-01 -1.36978629e-01 9.35166074e-02 3.96431217e-02
-1.83788017e-01 1.08405066e-01]
[ 7.26703322e-02 4.18945747e-02 1.07196203e-01 6.47651193e-03
-2.39936083e-01 6.80628581e-02 5.23718598e-02 -2.71160967e-01
-1.82083043e-02 -8.88831922e-02]
[ -8.02095295e-03 1.08501095e-01 8.53652633e-02 -2.82506318e-02
-6.24889120e-02 1.79108240e-01 8.29124928e-02 1.18357391e-01
-1.98804041e-02 1.74069549e-01]
[ 2.27734910e-01 9.49853110e-02 3.09287292e-02 8.83491624e-02
1.59423314e-04 -2.62820902e-02 -1.96094625e-01 1.48968450e-01
-4.85147096e-02 -1.23111108e-02]
[ 4.79337077e-02 2.34875569e-02 1.88219052e-02 4.75262480e-02
-4.41133448e-01 -1.25152426e-01 -2.27740530e-01 4.14989920e-02
1.23509424e-01 1.97950555e-01]
[ 6.14658931e-02 5.22471527e-01 1.29003417e-01 4.39940426e-01
-1.22844688e+00 -3.06882309e-01 -6.01561558e-01 -7.06082224e-02
3.03723722e-01 3.48825487e-01]
[ 1.76741110e-01 4.95070426e-01 6.65029018e-02 4.27834956e-01
-9.84563754e-01 -8.28334489e-02 -4.34021601e-01 1.50987675e-01
2.11383026e-01 4.78262513e-01]
[ 2.54073426e-01 3.25861371e-01 2.47400942e-01 1.52397425e-01
-4.75931046e-01 7.93390677e-02 -2.30504568e-01 1.62747831e-01
2.43403713e-01 8.27514017e-02]
[ -7.63022313e-02 2.24041200e-01 2.40232537e-01 1.30766700e-02
-4.00480208e-02 1.31639527e-01 -1.01924234e-01 -1.55245106e-02
-3.52542839e-02 4.66650532e-02]
[ -1.00513136e-01 8.26521172e-04 2.39381575e-02 9.11487223e-02
-5.37494174e-02 1.16348180e-01 2.45242826e-01 1.97710600e-02
-2.76284688e-01 -9.52563614e-02]
[ -2.21648380e-01 -3.34570131e-02 -9.39463764e-02 -3.44781695e-01
1.84219330e-01 1.19306074e-01 1.08155711e-01 1.03293136e-01
-2.07250427e-01 3.22420255e-02]
[ 9.61274104e-03 -4.08501181e-01 -1.27910202e-01 -1.61817303e-01
3.72788974e-01 2.55597832e-02 1.94974518e-01 1.52351762e-01
-1.65719072e-01 -2.22886426e-01]
[ 1.08650406e-01 -2.42057457e-01 -1.57541741e-01 -2.60692136e-02
-2.32159477e-02 -4.55265306e-02 1.06282078e-01 -1.54729341e-01
1.12318873e-01 -1.61850939e-01]
[ -1.13001943e-01 4.86306547e-02 2.66192306e-01 7.17381276e-04
1.50530795e-01 7.80259101e-02 5.34118767e-02 -2.96728682e-01
-1.06671540e-01 -5.27569658e-02]
[ -3.43376050e-01 1.46980716e-02 1.65469871e-02 -1.92807175e-02
1.48763101e-01 -1.76962978e-01 1.18637400e-02 2.34691268e-01
-7.94833755e-02 8.14938076e-02]
[ 1.44691705e-01 -5.43679052e-03 -2.33694956e-01 -8.01585997e-02
1.20200663e-01 -2.99278789e-01 8.85657942e-02 -1.67230596e-01
1.94736610e-03 -1.86933000e-01]
[ 2.13085940e-01 -1.98588154e-01 6.52218209e-02 -2.05538870e-02
9.46079958e-02 -3.76174568e-02 5.16418190e-02 -1.36611015e-01
1.14826762e-01 -1.75889919e-01]
[ -1.05733676e-01 -8.35219999e-02 1.21297707e-01 1.08463424e-01
3.51018375e-02 -1.14270616e-01 2.61307780e-01 -7.82484296e-02
1.81926335e-01 -3.96085447e-03]
[ -2.60526218e-02 -2.07402948e-01 1.89444792e-01 -2.82448071e-01
-1.43919176e-01 1.25809233e-01 1.00447462e-01 -1.20772976e-01
8.13811846e-04 1.95854375e-01]]
[[ 0.61908815]
[ 1.69382688]
[ 0.24093163]
[ 0.88480466]
[-2.75914485]
[-0.26926757]
[-1.72065109]
[ 0.06905191]
[ 0.6956653 ]
[ 0.88214475]]
Progress: 42.5% ... Training loss: 0.271 ... Validation loss: 0.455[[ 1.62850818e-01 2.45696384e-01 -1.04522686e-01 1.07455624e-01
-5.07557383e-01 -7.10472244e-02 -7.76571484e-02 1.20935534e-01
-5.54771148e-02 1.96785901e-01]
[ 1.64982081e-02 1.51356973e-01 -1.82025806e-02 5.02963010e-02
7.15566062e-02 -8.11195897e-03 3.11784957e-01 4.14797346e-02
1.45181268e-01 -2.41958440e-02]
[ 1.89540275e-01 7.67929851e-01 8.88481579e-03 -5.97468864e-02
6.97665543e-01 -1.87021861e-02 -8.89451547e-01 -4.18776554e-02
4.53891147e-02 2.75674754e-01]
[ 5.23935276e-02 -3.71489348e-01 -1.94739538e-01 1.86531477e-01
-2.27809660e-02 1.27567171e-01 1.97733825e-01 6.45940677e-02
1.30077248e-01 2.92831256e-01]
[ -2.43551594e-02 8.52336024e-02 -1.49881629e-01 3.90943900e-02
-6.63275241e-02 -1.80463331e-01 7.14548325e-02 -1.17944447e-01
-1.96763663e-01 -4.78029894e-02]
[ -3.90945654e-01 -6.53037594e-01 -2.99270302e-01 1.57665950e-01
-1.25401367e-01 4.01788486e-02 3.54409043e-01 -3.87504108e-02
-2.45840074e-02 -2.42536511e-02]
[ -1.85663028e-03 -2.31987035e-01 1.06862567e-02 9.46981843e-02
-2.45243825e-02 -7.26826790e-02 1.76289170e-01 -1.90734319e-01
2.00089730e-01 4.00702421e-02]
[ 1.07890380e-01 -2.66654611e-01 3.17792736e-02 -7.67363706e-02
2.26773007e-02 -4.75357298e-02 8.21160225e-02 1.18052788e-01
7.69430351e-02 -2.52733253e-02]
[ -1.80141164e-01 -1.73543716e-01 -3.04383195e-01 -2.63321472e-02
-1.67292381e-02 7.04545068e-02 -1.07019205e-01 -2.99761091e-02
2.61645679e-01 -1.38620261e-01]
[ 3.43841349e-02 -4.23376807e-01 7.89690965e-02 -3.35861669e-03
-1.63254480e-01 -1.11194995e-01 2.18979854e-01 -1.08554917e-01
2.16368276e-03 7.41360217e-02]
[ -7.86814640e-02 -9.21621851e-02 4.44810566e-03 -1.30490706e-01
-8.18819618e-02 1.21616625e-02 2.06524382e-01 -1.02146305e-01
-1.30195386e-03 -1.11827499e-01]
[ -1.25821249e-01 -2.11979477e-01 -7.13598745e-02 1.72017844e-03
3.64782839e-01 1.01745509e-01 1.64918748e-01 -1.65883280e-02
-1.71806186e-01 -2.16485530e-01]
[ -1.58091168e-01 2.91093349e-03 6.13786151e-02 2.01911800e-02
-1.69852711e-01 -2.19190235e-01 -1.75706676e-01 -1.97170577e-01
8.54595130e-02 1.72236365e-01]
[ -2.78073101e-01 -3.40195737e-01 9.71836323e-02 2.21801484e-01
-1.34371638e-01 -6.65642337e-02 9.25368238e-02 -2.60269988e-01
-2.67423198e-01 -8.14612095e-02]
[ 9.83840103e-02 -2.01571538e-01 -2.36879267e-02 1.13484654e-01
-5.18718977e-02 -8.74410298e-02 2.52695347e-01 2.40245426e-03
2.31238127e-02 -7.80597225e-04]
[ 4.25425882e-02 -1.01695215e-01 -2.08458976e-01 1.59314604e-01
-9.08823328e-02 7.97946956e-02 -4.16152738e-02 -1.92719675e-02
-8.20704868e-02 3.74386697e-03]
[ -1.13000284e-01 -7.00664736e-02 -1.98953781e-01 1.68112776e-01
-1.84230338e-02 1.30582095e-01 -2.68239999e-03 -2.49652320e-01
8.07948455e-02 -1.84987762e-01]
[ -6.43081111e-02 -4.26217079e-02 2.77399929e-01 1.06346181e-01
1.01337310e-01 -6.30770259e-02 -1.24537681e-01 1.21111657e-01
7.97802676e-02 4.30760249e-02]
[ 6.06185505e-02 -1.43519075e-02 8.85314465e-02 9.04734874e-02
3.04411362e-02 -1.73479991e-02 2.08055227e-01 1.20412332e-01
-2.51535460e-02 -5.74105513e-02]
[ 8.87617971e-03 -1.45806487e-01 -2.92423554e-01 -5.32955229e-02
1.25423791e-01 -9.23042569e-02 1.38211596e-01 1.62810646e-01
1.06896307e-01 -3.13344628e-02]
[ 4.79678980e-02 -3.92895250e-02 -1.16418113e-01 4.44552607e-02
-1.09875661e-01 3.21288773e-01 2.76285047e-01 2.04394562e-01
-1.59861071e-01 -6.03185555e-02]
[ 4.13210607e-03 -2.93125032e-03 1.23640744e-01 1.09414712e-01
1.81235647e-05 1.04453310e-01 -1.11252107e-01 -4.15861005e-02
2.18057235e-01 8.35066093e-02]
[ 1.13382897e-01 8.01819503e-02 -4.34517327e-02 -9.33921446e-02
-1.08661035e-01 -3.31256994e-01 1.17177166e-01 8.82729461e-03
1.47127030e-01 9.36229030e-02]
[ -1.02132915e-01 -4.36503651e-02 -1.57414456e-02 2.30150461e-02
-1.24867563e-02 -2.04578108e-01 -6.34628616e-02 -2.00749076e-02
1.75906335e-02 1.27467303e-01]
[ -1.63496205e-01 -1.29414267e-01 -2.04702626e-01 -2.58596197e-02
-2.77445962e-01 2.07756706e-03 6.04709782e-02 -2.57662781e-02
-1.38438276e-02 3.64285438e-02]
[ -3.07784717e-02 -1.25906240e-01 -7.50587031e-02 -1.26439677e-01
5.27895506e-01 2.75687916e-01 5.93871556e-01 1.13038141e-01
-1.81468784e-01 -3.79074508e-01]
[ -1.88869611e-02 -4.36628762e-01 -3.13314602e-02 -7.49930000e-02
6.65214864e-01 1.01061469e-01 5.64589148e-01 9.12027338e-02
2.84542622e-02 -3.89432741e-01]
[ 1.10927432e-02 -4.87111334e-01 -4.35551859e-02 -1.06266754e-01
6.74054356e-01 2.29379838e-02 5.26511279e-01 4.86296973e-02
-3.63773771e-01 -2.19516014e-01]
[ -1.75753987e-01 -6.33945381e-01 -1.12344965e-02 -2.08068923e-01
7.84946050e-01 -8.97379052e-02 6.58126763e-01 -8.34510670e-02
-7.12438599e-02 8.11380310e-02]
[ -3.00713402e-01 -4.52234311e-01 5.41456137e-02 -5.15290869e-02
9.21105741e-01 1.43085904e-01 4.65017743e-01 4.71646858e-02
-9.19249316e-02 -1.40017617e-01]
[ -2.09447695e-01 -3.36425973e-01 2.50670437e-01 -2.44981395e-01
6.72258806e-01 -4.40913433e-02 7.18849002e-01 1.27744695e-02
-2.58949468e-01 -2.91737898e-02]
[ -1.35638276e-01 -2.41269955e-01 -1.82768963e-01 -1.06908283e-01
5.03465894e-01 -2.28595962e-01 1.96154204e-01 1.68319392e-01
-1.33413054e-02 -1.23955610e-01]
[ 9.95943243e-02 2.35096820e-01 1.58956466e-01 -1.08183722e-01
-5.17242944e-02 5.50643388e-02 -1.34973005e-01 2.81395113e-01
6.22182073e-02 1.66186106e-01]
[ 3.56533074e-01 3.50870678e-01 -7.96309662e-02 3.19002165e-01
-9.05236552e-01 -2.89694183e-01 -4.96930913e-01 1.77899990e-01
3.92566655e-01 -1.81135573e-02]
[ 4.76528568e-02 1.29058157e-01 2.53528494e-01 2.48633561e-01
-5.97133435e-02 -1.96454078e-01 -1.77267293e-01 -1.32997038e-01
-1.38876116e-01 -2.89319884e-01]
[ 1.79927535e-02 -8.34345425e-02 -1.21298143e-01 -6.27766598e-02
2.38002762e-01 4.22710862e-02 4.43268917e-03 -1.85548708e-01
2.64498989e-02 1.98477500e-01]
[ -4.03373366e-03 -6.30779809e-02 -6.93053262e-02 -5.97835137e-02
-5.80929466e-03 -1.75685661e-01 9.42882787e-02 9.21354512e-03
3.00697701e-02 -4.25678466e-03]
[ 3.26613246e-02 9.29598133e-02 2.45116221e-01 7.83142355e-02
-2.45098638e-01 -1.37496565e-01 9.03612620e-02 3.97765323e-02
-1.82553166e-01 1.10026700e-01]
[ 7.31790737e-02 4.32028798e-02 1.07380265e-01 7.18336470e-03
-2.42031622e-01 6.78422221e-02 5.10640862e-02 -2.71110676e-01
-1.76504066e-02 -8.81617608e-02]
[ -8.08041211e-03 1.08294783e-01 8.53391286e-02 -2.83423861e-02
-6.22716264e-02 1.79135934e-01 8.30777629e-02 1.18350320e-01
-1.99522152e-02 1.73985472e-01]
[ 2.27920581e-01 9.52438521e-02 3.10006867e-02 8.85914271e-02
-9.96809863e-04 -2.63523653e-02 -1.96561397e-01 1.48988030e-01
-4.83287693e-02 -1.20705126e-02]
[ 4.86601102e-02 2.51828868e-02 1.91197623e-02 4.86181852e-02
-4.44468913e-01 -1.25460148e-01 -2.29419084e-01 4.15829595e-02
1.24357053e-01 1.99046607e-01]
[ 6.17154159e-02 5.22683697e-01 1.29104474e-01 4.40406555e-01
-1.22994149e+00 -3.07007097e-01 -6.01513879e-01 -7.05718282e-02
3.03960836e-01 3.49137906e-01]
[ 1.76452288e-01 4.94597727e-01 6.63711789e-02 4.27402535e-01
-9.83852395e-01 -8.26953168e-02 -4.33511290e-01 1.50954466e-01
2.11027515e-01 4.77820058e-01]
[ 2.54314825e-01 3.26625656e-01 2.47509009e-01 1.52778907e-01
-4.77267803e-01 7.92185592e-02 -2.31165906e-01 1.62779824e-01
2.43718001e-01 8.31482274e-02]
[ -7.60179324e-02 2.24825355e-01 2.40350520e-01 1.35187621e-02
-4.13021789e-02 1.31508175e-01 -1.02608397e-01 -1.54900563e-02
-3.49085328e-02 4.70878789e-02]
[ -1.00435981e-01 9.83979156e-04 2.39703788e-02 9.12609673e-02
-5.40964669e-02 1.16313077e-01 2.45071686e-01 1.97802126e-02
-2.76188183e-01 -9.51461197e-02]
[ -2.21302438e-01 -3.26474060e-02 -9.38060914e-02 -3.44256728e-01
1.82725221e-01 1.19148885e-01 1.07314965e-01 1.03334335e-01
-2.06837113e-01 3.27553052e-02]
[ 9.99548724e-03 -4.07736092e-01 -1.27763932e-01 -1.61268397e-01
3.71306440e-01 2.54027573e-02 1.93989174e-01 1.52392516e-01
-1.65289463e-01 -2.22336893e-01]
[ 1.09038536e-01 -2.41910512e-01 -1.57427402e-01 -2.55908413e-02
-2.43140664e-02 -4.56606426e-02 1.05769312e-01 -1.54692543e-01
1.12882516e-01 -1.61361891e-01]
[ -1.12473427e-01 4.95027459e-02 2.66386840e-01 1.41799682e-03
1.48892276e-01 7.77865831e-02 5.23980027e-02 -2.96660347e-01
-1.06075889e-01 -5.21130995e-02]
[ -3.43116786e-01 1.52538426e-02 1.66513837e-02 -1.89072748e-02
1.47529750e-01 -1.77067533e-01 1.13359491e-02 2.34722099e-01
-7.92172109e-02 8.18668620e-02]
[ 1.45554368e-01 -3.94209970e-03 -2.33399827e-01 -7.90237704e-02
1.17966087e-01 -2.99631628e-01 8.69544530e-02 -1.67136646e-01
2.86083779e-03 -1.85796333e-01]
[ 2.12777886e-01 -1.99665368e-01 6.50938897e-02 -2.09540932e-02
9.53809799e-02 -3.75046814e-02 5.26864785e-02 -1.36638248e-01
1.14487597e-01 -1.76324351e-01]
[ -1.05357117e-01 -8.29838782e-02 1.21443396e-01 1.09057148e-01
3.34234925e-02 -1.14446141e-01 2.60542460e-01 -7.82024625e-02
1.82350790e-01 -3.40106195e-03]
[ -2.48919213e-02 -2.04029095e-01 1.89865020e-01 -2.80875497e-01
-1.50321546e-01 1.25331794e-01 9.69417862e-02 -1.20651742e-01
2.02109217e-03 1.97416244e-01]]
[[ 0.62995051]
[ 1.70418019]
[ 0.25102151]
[ 0.8955914 ]
[-2.75080164]
[-0.26012687]
[-1.70877828]
[ 0.07894472]
[ 0.70574389]
[ 0.89278902]]
Progress: 42.5% ... Training loss: 0.269 ... Validation loss: 0.449[[ 1.64656268e-01 2.51314588e-01 -1.03784190e-01 1.09974476e-01
-5.12861564e-01 -7.17387883e-02 -8.34526485e-02 1.21151139e-01
-5.35741304e-02 1.99460317e-01]
[ 1.65146116e-02 1.51560574e-01 -1.81881505e-02 5.04105692e-02
7.06028217e-02 -8.10456445e-03 3.11400528e-01 4.14849538e-02
1.45222624e-01 -2.41244168e-02]
[ 1.91724668e-01 7.71839539e-01 9.87529456e-03 -5.64268324e-02
6.88876814e-01 -1.96400256e-02 -8.93560031e-01 -4.15665424e-02
4.80529904e-02 2.79058040e-01]
[ 5.05584485e-02 -3.75405828e-01 -1.95438968e-01 1.83871947e-01
-1.34805185e-02 1.28404956e-01 2.01925560e-01 6.43570674e-02
1.27854972e-01 2.89950338e-01]
[ -2.79709826e-02 7.60398864e-02 -1.51377445e-01 3.38619763e-02
-5.05216183e-02 -1.78930498e-01 8.06477540e-02 -1.18401034e-01
-2.00780101e-01 -5.31674676e-02]
[ -3.91656625e-01 -6.54216292e-01 -2.99608820e-01 1.56493384e-01
-1.22925093e-01 4.05259563e-02 3.55395900e-01 -3.88523302e-02
-2.55290916e-02 -2.54179379e-02]
[ -1.07488503e-03 -2.28988503e-01 1.10252606e-02 9.56841558e-02
-2.60121178e-02 -7.29798263e-02 1.73209941e-01 -1.90649216e-01
2.00844263e-01 4.11059664e-02]
[ 1.08930751e-01 -2.64118430e-01 3.22102971e-02 -7.51327986e-02
1.81641340e-02 -4.79658581e-02 7.97093251e-02 1.18194952e-01
7.81908523e-02 -2.35788176e-02]
[ -1.80001350e-01 -1.73477836e-01 -3.04335954e-01 -2.61626672e-02
-1.72459950e-02 7.03832216e-02 -1.07386252e-01 -2.99563025e-02
2.61710070e-01 -1.38398483e-01]
[ 3.54696752e-02 -4.19678241e-01 7.93652007e-02 -1.85950030e-03
-1.67472341e-01 -1.11640592e-01 2.14915025e-01 -1.08411466e-01
3.34297479e-03 7.57893586e-02]
[ -7.80746081e-02 -9.03055391e-02 4.71065621e-03 -1.29746945e-01
-8.31207441e-02 1.19566164e-02 2.04589648e-01 -1.02076866e-01
-7.67959309e-04 -1.10980883e-01]
[ -1.26262686e-01 -2.13112795e-01 -7.15397784e-02 1.06375897e-03
3.66198097e-01 1.01944698e-01 1.66052195e-01 -1.66560634e-02
-1.72397815e-01 -2.17197760e-01]
[ -1.58091168e-01 2.91093349e-03 6.13786151e-02 2.01911800e-02
-1.69852711e-01 -2.19190235e-01 -1.75706676e-01 -1.97170577e-01
8.54595130e-02 1.72236365e-01]
[ -2.78728002e-01 -3.40884871e-01 9.69129967e-02 2.20887044e-01
-1.32743590e-01 -6.62665764e-02 9.33559701e-02 -2.60359139e-01
-2.68225199e-01 -8.24876880e-02]
[ 9.82723202e-02 -2.01901769e-01 -2.37390566e-02 1.13237613e-01
-5.15636430e-02 -8.74033336e-02 2.52769448e-01 2.38663129e-03
2.29501222e-02 -9.12542200e-04]
[ 4.27547926e-02 -1.01016287e-01 -2.08388391e-01 1.59491384e-01
-8.96787777e-02 7.97573264e-02 -4.22480572e-02 -1.92494002e-02
-8.18656652e-02 3.97688288e-03]
[ -1.12315604e-01 -6.83022706e-02 -1.98687100e-01 1.69077811e-01
-2.03149893e-02 1.30295294e-01 -4.66156983e-03 -2.49572751e-01
8.15546981e-02 -1.84014592e-01]
[ -6.42677660e-02 -4.22281860e-02 2.77409392e-01 1.06378320e-01
1.01252303e-01 -6.30801090e-02 -1.24663670e-01 1.21110170e-01
7.97889805e-02 4.31207992e-02]
[ 6.05490402e-02 -1.41916514e-02 8.85206099e-02 9.03027263e-02
3.06281880e-02 -1.73112889e-02 2.07722639e-01 1.20402925e-01
-2.53045472e-02 -5.75513386e-02]
[ 9.34194938e-03 -1.45035984e-01 -2.92220667e-01 -5.25708903e-02
1.23622677e-01 -9.24822297e-02 1.37211431e-01 1.62874048e-01
1.07473146e-01 -3.05969304e-02]
[ 4.83251589e-02 -3.82672932e-02 -1.16276217e-01 4.49922170e-02
-1.11466369e-01 3.21145332e-01 2.75323506e-01 2.04444009e-01
-1.59437206e-01 -5.98158426e-02]
[ 4.56340384e-03 -1.92943532e-03 1.23813356e-01 1.10062941e-01
-1.88499946e-03 1.04258109e-01 -1.12093016e-01 -4.15258582e-02
2.18540891e-01 8.42191450e-02]
[ 1.14003626e-01 8.17108908e-02 -4.32155447e-02 -9.25110989e-02
-1.11169063e-01 -3.31509820e-01 1.15494834e-01 8.90319243e-03
1.47746273e-01 9.44884299e-02]
[ -1.02736652e-01 -4.52309007e-02 -1.59823369e-02 2.21508687e-02
-1.01872034e-02 -2.04349188e-01 -6.18834698e-02 -2.01489559e-02
1.69035220e-02 1.26652639e-01]
[ -1.63617694e-01 -1.29712872e-01 -2.04750692e-01 -2.60415623e-02
-2.77333873e-01 2.12182625e-03 6.06876998e-02 -2.57823329e-02
-1.39853562e-02 3.62608737e-02]
[ -3.08598728e-02 -1.26301589e-01 -7.50911222e-02 -1.26546999e-01
5.28224970e-01 2.75719198e-01 5.94264124e-01 1.13028305e-01
-1.81562032e-01 -3.79212624e-01]
[ -1.89140896e-02 -4.36650893e-01 -3.13429769e-02 -7.50348549e-02
6.65333686e-01 1.01073377e-01 5.64619335e-01 9.11990552e-02
2.84255128e-02 -3.89471954e-01]
[ 1.06632579e-02 -4.88247688e-01 -4.37289495e-02 -1.06899606e-01
6.75829820e-01 2.31183886e-02 5.27650507e-01 4.85755766e-02
-3.64269985e-01 -2.20158793e-01]
[ -1.75887577e-01 -6.34306903e-01 -1.12805749e-02 -2.08245138e-01
7.85566225e-01 -8.96859728e-02 6.58610904e-01 -8.34673857e-02
-7.13854133e-02 8.09803267e-02]
[ -3.00870746e-01 -4.52527847e-01 5.40806735e-02 -5.17517562e-02
9.22003667e-01 1.43153660e-01 4.65274388e-01 4.71459879e-02
-9.21093091e-02 -1.40235518e-01]
[ -2.09840761e-01 -3.37300220e-01 2.50508309e-01 -2.45532217e-01
6.73871791e-01 -4.39286102e-02 7.19651489e-01 1.27241953e-02
-2.59399480e-01 -2.97086976e-02]
[ -1.35892415e-01 -2.41640754e-01 -1.82844784e-01 -1.07243681e-01
5.04547930e-01 -2.28487044e-01 1.96637888e-01 1.68288039e-01
-1.36119169e-02 -1.24315975e-01]
[ 9.99887665e-02 2.36068328e-01 1.59112222e-01 -1.07623106e-01
-5.33906761e-02 5.49043977e-02 -1.35988728e-01 2.81441793e-01
6.26530803e-02 1.66702150e-01]
[ 3.57709039e-01 3.53476845e-01 -7.92212302e-02 3.20504956e-01
-9.08464452e-01 -2.90138031e-01 -5.00022596e-01 1.78043540e-01
3.93771042e-01 -1.64835787e-02]
[ 4.78402101e-02 1.29569739e-01 2.53600351e-01 2.48891244e-01
-6.05049193e-02 -1.96527132e-01 -1.77762817e-01 -1.32973359e-01
-1.38666113e-01 -2.89051192e-01]
[ 1.85672153e-02 -8.18336306e-02 -1.21071816e-01 -6.19654476e-02
2.35387602e-01 4.20347250e-02 2.66472311e-03 -1.85479236e-01
2.70138449e-02 1.99281731e-01]
[ -4.65603568e-03 -6.44730186e-02 -6.95579380e-02 -6.07065962e-02
-3.38446532e-03 -1.75437586e-01 9.57343549e-02 9.13461486e-03
2.93485482e-02 -5.14806748e-03]
[ 3.35364604e-02 9.50258747e-02 2.45482669e-01 7.96107094e-02
-2.48395768e-01 -1.37843064e-01 8.81305187e-02 3.98873224e-02
-1.81527647e-01 1.11312606e-01]
[ 7.33603188e-02 4.41007996e-02 1.07455549e-01 7.46593230e-03
-2.43563291e-01 6.77575310e-02 5.03333311e-02 -2.71080568e-01
-1.74570494e-02 -8.78801558e-02]
[ -7.81286684e-03 1.09086613e-01 8.54347258e-02 -2.80047830e-02
-6.31586320e-02 1.79034868e-01 8.22476739e-02 1.18375645e-01
-1.96771740e-02 1.74363488e-01]
[ 2.27694272e-01 9.48077208e-02 3.09092273e-02 8.82560590e-02
5.53648557e-05 -2.62602039e-02 -1.96063560e-01 1.48958371e-01
-4.85878224e-02 -1.23942613e-02]
[ 4.83382142e-02 2.44544150e-02 1.89961630e-02 4.81732630e-02
-4.43390986e-01 -1.25321378e-01 -2.28654027e-01 4.15401530e-02
1.23979835e-01 1.98562686e-01]
[ 6.20256244e-02 5.23622687e-01 1.29252098e-01 4.40842358e-01
-1.23068944e+00 -3.07135555e-01 -6.02443643e-01 -7.05299995e-02
3.04298364e-01 3.49576725e-01]
[ 1.76430586e-01 4.94448910e-01 6.63615489e-02 4.27350429e-01
-9.84126449e-01 -8.26965002e-02 -4.33424196e-01 1.50951113e-01
2.10966357e-01 4.77762030e-01]
[ 2.54524253e-01 3.26817375e-01 2.47593629e-01 1.53107654e-01
-4.78153050e-01 7.91182615e-02 -2.31485818e-01 1.62806513e-01
2.43980300e-01 8.35006046e-02]
[ -7.58589928e-02 2.25596025e-01 2.40401988e-01 1.37137036e-02
-4.19199246e-02 1.31464748e-01 -1.03249996e-01 -1.54746776e-02
-3.47539043e-02 4.72990098e-02]
[ -1.00259021e-01 1.42809980e-03 2.40463019e-02 9.15297553e-02
-5.47866726e-02 1.16236775e-01 2.44636470e-01 1.98039034e-02
-2.75978517e-01 -9.48768189e-02]
[ -2.21727667e-01 -3.35932601e-02 -9.39749882e-02 -3.44875804e-01
1.84280314e-01 1.19327403e-01 1.08272134e-01 1.03282330e-01
-2.07317845e-01 3.21635110e-02]
[ 9.82835170e-03 -4.07997430e-01 -1.27832955e-01 -1.61517476e-01
3.71950184e-01 2.54739756e-02 1.94269857e-01 1.52371512e-01
-1.65474905e-01 -2.22545509e-01]
[ 1.10396555e-01 -2.37910583e-01 -1.56862598e-01 -2.35284257e-02
-3.07214855e-02 -4.62684139e-02 1.01917426e-01 -1.54518864e-01
1.14347285e-01 -1.59293836e-01]
[ -1.12847675e-01 4.91409943e-02 2.66210471e-01 8.84669062e-04
1.49933765e-01 7.79678758e-02 5.26927882e-02 -2.96709717e-01
-1.06554135e-01 -5.26585672e-02]
[ -3.42313414e-01 1.71448193e-02 1.69759360e-02 -1.78962636e-02
1.45029057e-01 -1.77387601e-01 9.24068932e-03 2.34816559e-01
-7.83625853e-02 8.28981369e-02]
[ 1.45713376e-01 -3.88851940e-03 -2.33353479e-01 -7.87927276e-02
1.17646044e-01 -2.99652619e-01 8.66253335e-02 -1.67111643e-01
3.04924626e-03 -1.85542731e-01]
[ 2.11878648e-01 -2.01913970e-01 6.47371754e-02 -2.23283601e-02
9.90074685e-02 -3.71202295e-02 5.49445429e-02 -1.36749639e-01
1.13409742e-01 -1.77623708e-01]
[ -1.05344951e-01 -8.27205286e-02 1.21443229e-01 1.08995723e-01
3.39184773e-02 -1.14442109e-01 2.60216532e-01 -7.82042583e-02
1.82296955e-01 -3.45198736e-03]
[ -2.47000420e-02 -2.03204683e-01 1.89941317e-01 -2.80624489e-01
-1.50297738e-01 1.25259395e-01 9.61250143e-02 -1.20637172e-01
2.24488258e-03 1.97746786e-01]]
[[ 0.63693968]
[ 1.71313697]
[ 0.2560904 ]
[ 0.89959517]
[-2.74980316]
[-0.2568868 ]
[-1.71058062]
[ 0.08374421]
[ 0.71281181]
[ 0.89850365]]
Progress: 42.6% ... Training loss: 0.271 ... Validation loss: 0.447[[ 1.62908429e-01 2.48015447e-01 -1.04563727e-01 1.07297112e-01
-5.06480522e-01 -7.09265790e-02 -8.02297482e-02 1.20868294e-01
-5.55684712e-02 1.97090239e-01]
[ 1.62529704e-02 1.50769618e-01 -1.82807604e-02 5.00509890e-02
7.15180817e-02 -8.00883816e-03 3.12240067e-01 4.14527870e-02
1.44953209e-01 -2.44363869e-02]
[ 1.92268721e-01 7.70382775e-01 1.00882426e-02 -5.56500525e-02
6.89799371e-01 -1.98462482e-02 -8.92516064e-01 -4.14930756e-02
4.88583279e-02 2.80096217e-01]
[ 4.70508959e-02 -3.84696846e-01 -1.96824050e-01 1.78831850e-01
-2.39281452e-03 1.29853786e-01 2.10907604e-01 6.38765177e-02
1.24048950e-01 2.85044122e-01]
[ -2.94276353e-02 7.10647492e-02 -1.51984789e-01 3.14837196e-02
-4.13599716e-02 -1.78253009e-01 8.59571075e-02 -1.18605066e-01
-2.02443335e-01 -5.54910166e-02]
[ -3.92915639e-01 -6.55488084e-01 -3.00177534e-01 1.54598325e-01
-1.19762305e-01 4.10740052e-02 3.56984943e-01 -3.90481301e-02
-2.71124681e-02 -2.73762880e-02]
[ -4.84753851e-04 -2.27411400e-01 1.12917685e-02 9.65273230e-02
-2.76798250e-02 -7.31900855e-02 1.71543641e-01 -1.90568002e-01
2.01483238e-01 4.19961902e-02]
[ 1.08325110e-01 -2.65497641e-01 3.18965264e-02 -7.60761464e-02
2.00851999e-02 -4.76781152e-02 8.12386426e-02 1.18091309e-01
7.75279906e-02 -2.43670006e-02]
[ -1.80828115e-01 -1.76004679e-01 -3.04641409e-01 -2.73946184e-02
-1.45774832e-02 7.07050214e-02 -1.05031799e-01 -3.00692756e-02
2.60801998e-01 -1.39542450e-01]
[ 3.37193834e-02 -4.23401912e-01 7.85219304e-02 -4.69123420e-03
-1.61996108e-01 -1.10801767e-01 2.18547165e-01 -1.08697120e-01
1.28539895e-03 7.32856860e-02]
[ -7.86160022e-02 -9.13872119e-02 4.53481787e-03 -1.30453840e-01
-8.10485288e-02 1.21373298e-02 2.05785112e-01 -1.02143353e-01
-1.41823111e-03 -1.11689391e-01]
[ -1.26072287e-01 -2.11908194e-01 -7.14421017e-02 1.37519709e-03
3.64734308e-01 1.01872492e-01 1.65031105e-01 -1.66351244e-02
-1.72205303e-01 -2.16985855e-01]
[ -1.58091168e-01 2.91093349e-03 6.13786151e-02 2.01911800e-02
-1.69852711e-01 -2.19190235e-01 -1.75706676e-01 -1.97170577e-01
8.54595130e-02 1.72236365e-01]
[ -2.78960717e-01 -3.40913232e-01 9.67962804e-02 2.20504714e-01
-1.32677778e-01 -6.61631330e-02 9.34193314e-02 -2.60401728e-01
-2.68544641e-01 -8.28200791e-02]
[ 9.73373863e-02 -2.03364980e-01 -2.41196529e-02 1.11922212e-01
-4.87018859e-02 -8.70207358e-02 2.54324807e-01 2.25819608e-03
2.18682257e-02 -2.28950142e-03]
[ 4.31999114e-02 -9.97769621e-02 -2.08220443e-01 1.60120413e-01
-9.03692785e-02 7.95813243e-02 -4.36505220e-02 -1.91963891e-02
-8.13910911e-02 4.56987327e-03]
[ -1.11997047e-01 -6.75739782e-02 -1.98543398e-01 1.69489566e-01
-2.07126154e-02 1.30181661e-01 -5.31776393e-03 -2.49529749e-01
8.19001872e-02 -1.83521464e-01]
[ -6.36850775e-02 -4.08811201e-02 2.77653484e-01 1.07232054e-01
9.89498769e-02 -6.33058502e-02 -1.26078796e-01 1.21188446e-01
8.04253820e-02 4.39297349e-02]
[ 6.03051884e-02 -1.49079644e-02 8.84196112e-02 8.99497929e-02
3.13813545e-02 -1.71974622e-02 2.08354329e-01 1.20370051e-01
-2.55726940e-02 -5.78674361e-02]
[ 8.04966993e-03 -1.48304480e-01 -2.92770759e-01 -5.44979228e-02
1.28775894e-01 -9.19345023e-02 1.40456406e-01 1.62697413e-01
1.05984814e-01 -3.23730373e-02]
[ 4.91024852e-02 -3.57384733e-02 -1.15932354e-01 4.61982649e-02
-1.14957792e-01 3.20788527e-01 2.72981969e-01 2.04545122e-01
-1.58584254e-01 -5.87478312e-02]
[ 4.38258588e-03 -2.75736123e-03 1.23686126e-01 1.09734653e-01
-1.18757817e-03 1.04378194e-01 -1.11290860e-01 -4.15635529e-02
2.18424174e-01 8.40156735e-02]
[ 1.13637230e-01 8.02946389e-02 -4.33559675e-02 -9.30880832e-02
-1.10593773e-01 -3.31371921e-01 1.16642412e-01 8.85085671e-03
1.47349384e-01 9.39929188e-02]
[ -1.02771932e-01 -4.53653281e-02 -1.59946910e-02 2.21071098e-02
-1.00510163e-02 -2.04339095e-01 -6.17628138e-02 -2.01530613e-02
1.68679115e-02 1.26610963e-01]
[ -1.64556399e-01 -1.31302130e-01 -2.05143319e-01 -2.74425893e-02
-2.74610089e-01 2.52566595e-03 6.27437606e-02 -2.59142666e-02
-1.51030744e-02 3.48397453e-02]
[ -3.09950224e-02 -1.26655644e-01 -7.51417984e-02 -1.26717119e-01
5.28554675e-01 2.75766135e-01 5.94615525e-01 1.13011489e-01
-1.81708116e-01 -3.79397332e-01]
[ -1.88679687e-02 -4.36637501e-01 -3.13216492e-02 -7.49536169e-02
6.65087300e-01 1.01050977e-01 5.64578691e-01 9.12060374e-02
2.84819175e-02 -3.89406333e-01]
[ 9.96378668e-03 -4.90375638e-01 -4.40115882e-02 -1.07929685e-01
6.78521129e-01 2.34054610e-02 5.29829476e-01 4.84808741e-02
-3.65081786e-01 -2.21171894e-01]
[ -1.76042688e-01 -6.34692421e-01 -1.13451034e-02 -2.08460275e-01
7.86105902e-01 -8.96212537e-02 6.59043941e-01 -8.34885253e-02
-7.15618382e-02 8.08023700e-02]
[ -3.01026054e-01 -4.52997822e-01 5.40250747e-02 -5.19541807e-02
9.22391688e-01 1.43209783e-01 4.65790254e-01 4.71280822e-02
-9.22597840e-02 -1.40437083e-01]
[ -2.10516165e-01 -3.38628390e-01 2.50245529e-01 -2.46496789e-01
6.76584490e-01 -4.36544100e-02 7.20929049e-01 1.26339189e-02
-2.60150861e-01 -3.05872087e-02]
[ -1.36120908e-01 -2.41710095e-01 -1.82940009e-01 -1.07577834e-01
5.05191484e-01 -2.28386482e-01 1.96789594e-01 1.68256412e-01
-1.38858292e-02 -1.24651863e-01]
[ 9.97233927e-02 2.36167439e-01 1.58990447e-01 -1.08062276e-01
-5.33222058e-02 5.50293309e-02 -1.36034649e-01 2.81397295e-01
6.23135361e-02 1.66286128e-01]
[ 3.57215246e-01 3.51695143e-01 -7.94583374e-02 3.19686724e-01
-9.07066384e-01 -2.89895365e-01 -4.98590545e-01 1.77955123e-01
3.93300574e-01 -1.71267157e-02]
[ 4.75492363e-02 1.28995234e-01 2.53461605e-01 2.48414409e-01
-5.92378374e-02 -1.96396351e-01 -1.77153068e-01 -1.33018759e-01
-1.39028360e-01 -2.89508703e-01]
[ 1.88659120e-02 -8.11734127e-02 -1.20944885e-01 -6.15778010e-02
2.34207850e-01 4.19157922e-02 1.82349018e-03 -1.85440193e-01
2.72804420e-02 1.99622652e-01]
[ -4.95001521e-03 -6.52292597e-02 -6.96726179e-02 -6.11170652e-02
-2.21708187e-03 -1.75331209e-01 9.64680933e-02 9.09763561e-03
2.90299835e-02 -5.55339808e-03]
[ 3.41954625e-02 9.70066601e-02 2.45746192e-01 8.06342413e-02
-2.51508118e-01 -1.38135245e-01 8.64030054e-02 3.99822041e-02
-1.80753811e-01 1.12296756e-01]
[ 7.38035896e-02 4.50955810e-02 1.07620904e-01 8.10438039e-03
-2.44119225e-01 6.75764366e-02 4.90478349e-02 -2.71035700e-01
-1.70150426e-02 -8.72883795e-02]
[ -7.72134458e-03 1.09434357e-01 8.54641608e-02 -2.79032729e-02
-6.34414148e-02 1.79000562e-01 8.19212902e-02 1.18385287e-01
-1.95884036e-02 1.74468247e-01]
[ 2.27677985e-01 9.47881073e-02 3.09153246e-02 8.82326862e-02
6.59143648e-04 -2.62549811e-02 -1.96074353e-01 1.48956044e-01
-4.86099538e-02 -1.24163730e-02]
[ 4.84484650e-02 2.46949563e-02 1.90299587e-02 4.82980576e-02
-4.44115909e-01 -1.25339306e-01 -2.28758208e-01 4.15529495e-02
1.24093443e-01 1.98690427e-01]
[ 6.22962962e-02 5.24471039e-01 1.29374191e-01 4.41277530e-01
-1.23185954e+00 -3.07216084e-01 -6.03206552e-01 -7.05005391e-02
3.04602761e-01 3.49965065e-01]
[ 1.76818032e-01 4.95565222e-01 6.65212210e-02 4.27885930e-01
-9.85142465e-01 -8.28620492e-02 -4.34415096e-01 1.51002760e-01
2.11376415e-01 4.78326336e-01]
[ 2.54030380e-01 3.26079042e-01 2.47382614e-01 1.52402061e-01
-4.77342979e-01 7.93229119e-02 -2.30537099e-01 1.62739462e-01
2.43428383e-01 8.27793581e-02]
[ -7.60432642e-02 2.25372223e-01 2.40318258e-01 1.34169887e-02
-4.15878987e-02 1.31547570e-01 -1.02936091e-01 -1.54979313e-02
-3.49873601e-02 4.70072462e-02]
[ -1.00230725e-01 1.42703389e-03 2.40610221e-02 9.15808127e-02
-5.49790252e-02 1.16220664e-01 2.44622742e-01 1.98102964e-02
-2.75942166e-01 -9.48266146e-02]
[ -2.22090890e-01 -3.45946179e-02 -9.41209021e-02 -3.45395397e-01
1.85850621e-01 1.19477134e-01 1.09232710e-01 1.03235461e-01
-2.07717661e-01 3.16922898e-02]
[ 9.84249833e-03 -4.08067781e-01 -1.27832925e-01 -1.61517104e-01
3.71993294e-01 2.54735417e-02 1.94318799e-01 1.52371858e-01
-1.65474047e-01 -2.22543530e-01]
[ 1.10196741e-01 -2.38669569e-01 -1.57064011e-01 -2.40481108e-02
-2.94286656e-02 -4.60832064e-02 1.02610636e-01 -1.54575147e-01
1.14105754e-01 -1.59641305e-01]
[ -1.13074737e-01 4.84951930e-02 2.66140804e-01 6.17892061e-04
1.50071115e-01 7.80398540e-02 5.34632465e-02 -2.96731696e-01
-1.06754182e-01 -5.28989263e-02]
[ -3.43306725e-01 1.48549610e-02 1.65615058e-02 -1.93437697e-02
1.48366589e-01 -1.76983464e-01 1.14241196e-02 2.34681764e-01
-7.95006580e-02 8.14879763e-02]
[ 1.45221216e-01 -4.56316182e-03 -2.33500355e-01 -7.93689146e-02
1.18908099e-01 -2.99480984e-01 8.73867457e-02 -1.67178103e-01
2.50777416e-03 -1.86257211e-01]
[ 2.11937063e-01 -2.01432588e-01 6.47671039e-02 -2.22614604e-02
9.89202634e-02 -3.71558687e-02 5.49646584e-02 -1.36740583e-01
1.13432778e-01 -1.77530497e-01]
[ -1.05088064e-01 -8.15966546e-02 1.21556223e-01 1.09360929e-01
3.29930955e-02 -1.14522373e-01 2.58992974e-01 -7.81784929e-02
1.82537842e-01 -3.07599049e-03]
[ -2.52042840e-02 -2.04041394e-01 1.89709350e-01 -2.81473631e-01
-1.49230249e-01 1.25489672e-01 9.67264588e-02 -1.20723679e-01
1.58674827e-03 1.96989771e-01]]
[[ 0.63041137]
[ 1.71141885]
[ 0.25185906]
[ 0.8918725 ]
[-2.75708278]
[-0.26286615]
[-1.72287766]
[ 0.07522757]
[ 0.70516661]
[ 0.89000669]]
Progress: 42.6% ... Training loss: 0.268 ... Validation loss: 0.443[[ 1.60179575e-01 2.41629646e-01 -1.05588605e-01 1.03411902e-01
-4.95650858e-01 -6.97768218e-02 -7.35581092e-02 1.20549264e-01
-5.86329378e-02 1.93484771e-01]
[ 1.64739888e-02 1.51294325e-01 -1.81922615e-02 5.03589616e-02
7.09228902e-02 -8.09654596e-03 3.11822961e-01 4.14795482e-02
1.45191736e-01 -2.41381430e-02]
[ 1.89260203e-01 7.64173724e-01 8.84345199e-03 -6.03756782e-02
7.02708520e-01 -1.84873001e-02 -8.88396276e-01 -4.18934139e-02
4.53066814e-02 2.75724227e-01]
[ 4.97270265e-02 -3.80738349e-01 -1.95731717e-01 1.82869586e-01
-1.17724985e-02 1.28677452e-01 2.06307073e-01 6.42198701e-02
1.27211633e-01 2.89399816e-01]
[ -2.93352383e-02 7.08086087e-02 -1.51890399e-01 3.18273959e-02
-4.08888486e-02 -1.78421904e-01 8.76701871e-02 -1.18557757e-01
-2.02182472e-01 -5.49041354e-02]
[ -3.92482224e-01 -6.55121941e-01 -3.00018692e-01 1.55310991e-01
-1.23349765e-01 4.08574047e-02 3.57255679e-01 -3.89875711e-02
-2.66766201e-02 -2.68631949e-02]
[ -2.44890808e-03 -2.32264369e-01 1.04997655e-02 9.35843238e-02
-2.05900590e-02 -7.23777656e-02 1.76063395e-01 -1.90809691e-01
1.99171071e-01 3.91670311e-02]
[ 1.07131876e-01 -2.68764277e-01 3.14188995e-02 -7.77155324e-02
2.35987162e-02 -4.71460157e-02 8.37884322e-02 1.17944790e-01
7.62373807e-02 -2.58567845e-02]
[ -1.81561703e-01 -1.78128785e-01 -3.04922734e-01 -2.84468697e-02
-1.10351151e-02 7.10027999e-02 -1.02957580e-01 -3.01552705e-02
2.59972130e-01 -1.40589516e-01]
[ 3.10426752e-02 -4.29006718e-01 7.74475282e-02 -8.51957847e-03
-1.55058038e-01 -1.09670535e-01 2.24021581e-01 -1.09022592e-01
-1.84984070e-03 6.92761897e-02]
[ -7.94386738e-02 -9.47657421e-02 4.20289945e-03 -1.31715172e-01
-7.65127918e-02 1.24692746e-02 2.09035935e-01 -1.02244007e-01
-2.35476692e-03 -1.12821771e-01]
[ -1.26030471e-01 -2.12802426e-01 -7.14278935e-02 1.54290305e-03
3.63818691e-01 1.01834913e-01 1.65720364e-01 -1.66226419e-02
-1.72130325e-01 -2.16696895e-01]
[ -1.58091168e-01 2.91093349e-03 6.13786151e-02 2.01911800e-02
-1.69852711e-01 -2.19190235e-01 -1.75706676e-01 -1.97170577e-01
8.54595130e-02 1.72236365e-01]
[ -2.79314657e-01 -3.41392487e-01 9.66332900e-02 2.20030900e-01
-1.32225839e-01 -6.59889530e-02 9.43142162e-02 -2.60449162e-01
-2.69066171e-01 -8.34741435e-02]
[ 9.78066467e-02 -2.02772609e-01 -2.39318802e-02 1.12679745e-01
-5.10846786e-02 -8.72226854e-02 2.53883385e-01 2.31912237e-03
2.24107984e-02 -1.64229369e-03]
[ 4.33172851e-02 -9.98360934e-02 -2.08178259e-01 1.60207468e-01
-9.07478552e-02 7.94747852e-02 -4.34863584e-02 -1.91775890e-02
-8.12449421e-02 4.74678155e-03]
[ -1.11992511e-01 -6.76507033e-02 -1.98537331e-01 1.69502920e-01
-2.09852939e-02 1.30172529e-01 -5.29359444e-03 -2.49524540e-01
8.19190201e-02 -1.83505132e-01]
[ -6.47457606e-02 -4.35374757e-02 2.77259115e-01 1.05676504e-01
1.02598259e-01 -6.28811053e-02 -1.23516885e-01 1.21062076e-01
7.91932994e-02 4.24419664e-02]
[ 5.97098461e-02 -1.61484252e-02 8.81761522e-02 8.91134573e-02
3.35542817e-02 -1.69016896e-02 2.09329914e-01 1.20295947e-01
-2.62332963e-02 -5.86556220e-02]
[ 7.09874717e-03 -1.51123078e-01 -2.93191641e-01 -5.60155564e-02
1.32277137e-01 -9.14891201e-02 1.42830819e-01 1.62567892e-01
1.04815645e-01 -3.38579890e-02]
[ 4.93949767e-02 -3.48510918e-02 -1.15804116e-01 4.66980379e-02
-1.16424502e-01 3.20635791e-01 2.72030800e-01 2.04583915e-01
-1.58204765e-01 -5.82955116e-02]
[ 3.16232390e-03 -5.97253170e-03 1.23200813e-01 1.08039276e-01
3.57378066e-03 1.04891660e-01 -1.08288953e-01 -4.17073423e-02
2.17063717e-01 8.24899840e-02]
[ 1.13517342e-01 7.98419774e-02 -4.34018694e-02 -9.32538253e-02
-1.10017526e-01 -3.31339825e-01 1.17079912e-01 8.83641706e-03
1.47229945e-01 9.38237508e-02]
[ -1.02676007e-01 -4.52835215e-02 -1.59573573e-02 2.22486314e-02
-1.04980270e-02 -2.04380152e-01 -6.19036524e-02 -2.01411616e-02
1.69758894e-02 1.26745331e-01]
[ -1.64692509e-01 -1.31742901e-01 -2.05184112e-01 -2.76193441e-02
-2.74216228e-01 2.57703600e-03 6.32571534e-02 -2.59278824e-02
-1.52316146e-02 3.46695215e-02]
[ -3.10201271e-02 -1.26706444e-01 -7.51440785e-02 -1.26722458e-01
5.28621399e-01 2.75769498e-01 5.94614953e-01 1.13010684e-01
-1.81732477e-01 -3.79428995e-01]
[ -1.90930921e-02 -4.37494599e-01 -3.14098889e-02 -7.52278937e-02
6.65762703e-01 1.01132845e-01 5.65430880e-01 9.11829945e-02
2.82737907e-02 -3.89699788e-01]
[ 9.84870654e-03 -4.90959594e-01 -4.40383187e-02 -1.08069024e-01
6.78885774e-01 2.34415416e-02 5.30384177e-01 4.84713026e-02
-3.65179069e-01 -2.21315860e-01]
[ -1.75801221e-01 -6.34396079e-01 -1.12477285e-02 -2.08102537e-01
7.85413161e-01 -8.97193951e-02 6.58534834e-01 -8.34584340e-02
-7.13208288e-02 8.11428000e-02]
[ -3.01229612e-01 -4.54088477e-01 5.39383069e-02 -5.21887319e-02
9.22973033e-01 1.43270096e-01 4.67015509e-01 4.71103872e-02
-9.24014726e-02 -1.40644471e-01]
[ -2.10691978e-01 -3.39013437e-01 2.50183604e-01 -2.46737329e-01
6.77292911e-01 -4.35792096e-02 7.21308679e-01 1.26119533e-02
-2.60347910e-01 -3.08230032e-02]
[ -1.36142762e-01 -2.41727977e-01 -1.82950852e-01 -1.07598694e-01
5.05308906e-01 -2.28381303e-01 1.96678000e-01 1.68254080e-01
-1.39213374e-02 -1.24680513e-01]
[ 9.99112210e-02 2.36593162e-01 1.59060479e-01 -1.07790526e-01
-5.41096231e-02 5.49447176e-02 -1.36502944e-01 2.81417086e-01
6.25059567e-02 1.66545282e-01]
[ 3.56676215e-01 3.50005485e-01 -7.96449785e-02 3.18851425e-01
-9.05910523e-01 -2.89644852e-01 -4.97091985e-01 1.77892116e-01
3.92694269e-01 -1.78570706e-02]
[ 4.76211559e-02 1.28870078e-01 2.53499993e-01 2.48519485e-01
-5.91266696e-02 -1.96431341e-01 -1.76980633e-01 -1.33007060e-01
-1.38931444e-01 -2.89416698e-01]
[ 1.85822609e-02 -8.18973885e-02 -1.21057639e-01 -6.19821963e-02
2.35430972e-01 4.20329821e-02 2.52500935e-03 -1.85470313e-01
2.69630616e-02 1.99214470e-01]
[ -5.31453846e-03 -6.60636796e-02 -6.98164761e-02 -6.16469922e-02
-6.30989381e-04 -1.75184039e-01 9.74038302e-02 9.05298175e-03
2.86131781e-02 -6.06609393e-03]
[ 3.46429352e-02 9.81896228e-02 2.45910568e-01 8.12939061e-02
-2.53217196e-01 -1.38329253e-01 8.53291881e-02 4.00358005e-02
-1.80284924e-01 1.12880684e-01]
[ 7.37572879e-02 4.50014774e-02 1.07607597e-01 8.04193429e-03
-2.43874015e-01 6.75959046e-02 4.90121541e-02 -2.71043212e-01
-1.70586778e-02 -8.73614230e-02]
[ -8.15886521e-03 1.08436687e-01 8.52907704e-02 -2.85344672e-02
-6.16603264e-02 1.79163424e-01 8.30276643e-02 1.18333433e-01
-2.00767795e-02 1.73825455e-01]
[ 2.27232788e-01 9.38328694e-02 3.07052442e-02 8.73839266e-02
2.21180971e-03 -2.60174857e-02 -1.95481318e-01 1.48886283e-01
-4.92657643e-02 -1.32603985e-02]
[ 4.88618642e-02 2.56752356e-02 1.91921254e-02 4.89024534e-02
-4.45492495e-01 -1.25486320e-01 -2.29763455e-01 4.16010976e-02
1.24540739e-01 1.99258234e-01]
[ 6.07806634e-02 5.21214819e-01 1.28743819e-01 4.39231215e-01
-1.22795126e+00 -3.06575639e-01 -5.99750919e-01 -7.06863864e-02
3.02850645e-01 3.47911496e-01]
[ 1.76485238e-01 4.94449737e-01 6.63748502e-02 4.27348592e-01
-9.83703485e-01 -8.27466262e-02 -4.33232680e-01 1.50962982e-01
2.10999244e-01 4.77908506e-01]
[ 2.53856264e-01 3.25830354e-01 2.47313672e-01 1.52181376e-01
-4.77350233e-01 7.93894022e-02 -2.30255734e-01 1.62720333e-01
2.43248466e-01 8.25297816e-02]
[ -7.62217250e-02 2.25151528e-01 2.40251800e-01 1.31398338e-02
-4.08249966e-02 1.31630626e-01 -1.02682592e-01 -1.55217755e-02
-3.52100389e-02 4.67618659e-02]
[ -1.00142276e-01 1.70600127e-03 2.40998832e-02 9.17158447e-02
-5.54113523e-02 1.16179158e-01 2.44336403e-01 1.98224799e-02
-2.75829472e-01 -9.46674683e-02]
[ -2.22107924e-01 -3.46372590e-02 -9.41282043e-02 -3.45421397e-01
1.85952127e-01 1.19484057e-01 1.09283115e-01 1.03233600e-01
-2.07733309e-01 3.16777877e-02]
[ 1.00351960e-02 -4.07820232e-01 -1.27759973e-01 -1.61238310e-01
3.71176053e-01 2.53903712e-02 1.93981196e-01 1.52395485e-01
-1.65250210e-01 -2.22266048e-01]
[ 1.10313198e-01 -2.38385520e-01 -1.57030027e-01 -2.37498114e-02
-3.00025701e-02 -4.61403822e-02 1.02317840e-01 -1.54560685e-01
1.14213396e-01 -1.59474616e-01]
[ -1.13030770e-01 4.87087632e-02 2.66155821e-01 5.57283136e-04
1.51090765e-01 7.80409403e-02 5.34280690e-02 -2.96728204e-01
-1.06787441e-01 -5.28865600e-02]
[ -3.43294850e-01 1.48443927e-02 1.65718831e-02 -1.93320013e-02
1.48378097e-01 -1.77018217e-01 1.14803326e-02 2.34681317e-01
-7.94810575e-02 8.14786323e-02]
[ 1.44700431e-01 -6.42900603e-03 -2.33655770e-01 -7.99111676e-02
1.20202392e-01 -2.99320710e-01 8.93587146e-02 -1.67220954e-01
2.10513477e-03 -1.86878595e-01]
[ 2.11345214e-01 -2.02945142e-01 6.44920037e-02 -2.32653225e-02
1.00687434e-01 -3.68649081e-02 5.58261220e-02 -1.36824744e-01
1.12642090e-01 -1.78536080e-01]
[ -1.04617453e-01 -8.05603168e-02 1.21730186e-01 1.09998872e-01
3.04592056e-02 -1.14721911e-01 2.57967510e-01 -7.81188679e-02
1.82945030e-01 -2.50706311e-03]
[ -2.81921208e-02 -2.12063953e-01 1.88514411e-01 -2.85736888e-01
-1.39656885e-01 1.26754416e-01 1.04604750e-01 -1.21087443e-01
-1.71789482e-03 1.93025182e-01]]
[[ 0.61662863]
[ 1.69713333]
[ 0.23814433]
[ 0.88105022]
[-2.76603649]
[-0.27198869]
[-1.72945719]
[ 0.06520716]
[ 0.69125904]
[ 0.8758299 ]]
Progress: 42.7% ... Training loss: 0.273 ... Validation loss: 0.456[[ 1.60206987e-01 2.42454467e-01 -1.05565991e-01 1.03444332e-01
-4.95964382e-01 -6.97971519e-02 -7.45237331e-02 1.20551580e-01
-5.85471149e-02 1.93505817e-01]
[ 1.60972441e-02 1.50771732e-01 -1.83033392e-02 4.98629266e-02
7.24704117e-02 -7.95623867e-03 3.12413569e-01 4.14454305e-02
1.44812888e-01 -2.46250775e-02]
[ 1.89377895e-01 7.67046516e-01 8.84193464e-03 -6.02875898e-02
7.03622290e-01 -1.85252216e-02 -8.92023176e-01 -4.19000099e-02
4.51087962e-02 2.75629099e-01]
[ 5.19100154e-02 -3.77503651e-01 -1.94790954e-01 1.86172063e-01
-2.07590665e-02 1.27681850e-01 2.02962609e-01 6.44596072e-02
1.30055119e-01 2.92675214e-01]
[ -2.80881908e-02 7.40312033e-02 -1.51472463e-01 3.34784988e-02
-4.62903533e-02 -1.78933128e-01 8.36521183e-02 -1.18433717e-01
-2.00935429e-01 -5.31705577e-02]
[ -3.91895660e-01 -6.54402577e-01 -2.99771570e-01 1.56228828e-01
-1.27068941e-01 4.05621716e-02 3.56573045e-01 -3.89143328e-02
-2.58857263e-02 -2.59379718e-02]
[ -1.71143211e-03 -2.30088395e-01 1.08142316e-02 9.46195932e-02
-2.38867058e-02 -7.27243192e-02 1.73268656e-01 -1.90722212e-01
1.99954314e-01 4.01751980e-02]
[ 1.08366731e-01 -2.65398063e-01 3.18963135e-02 -7.58564198e-02
1.77561517e-02 -4.77090633e-02 7.99809000e-02 1.18071329e-01
7.76194363e-02 -2.41021661e-02]
[ -1.82023299e-01 -1.79004712e-01 -3.05082447e-01 -2.91226426e-02
-9.73705554e-03 7.12211669e-02 -1.01625569e-01 -3.02066114e-02
2.59630972e-01 -1.41306403e-01]
[ 3.19769799e-02 -4.25809750e-01 7.78217744e-02 -7.14819365e-03
-1.59829192e-01 -1.10115512e-01 2.20745683e-01 -1.08920414e-01
-7.05445860e-04 7.05273171e-02]
[ -7.84630969e-02 -9.27423124e-02 4.63158649e-03 -1.30167210e-01
-8.24245022e-02 1.20116069e-02 2.06487673e-01 -1.02130822e-01
-1.11596811e-03 -1.11366134e-01]
[ -1.25843053e-01 -2.12637199e-01 -7.13515382e-02 1.76000192e-03
3.62941227e-01 1.01751090e-01 1.65591629e-01 -1.66020900e-02
-1.71898485e-01 -2.16432537e-01]
[ -1.58091168e-01 2.91093349e-03 6.13786151e-02 2.01911800e-02
-1.69852711e-01 -2.19190235e-01 -1.75706676e-01 -1.97170577e-01
8.54595130e-02 1.72236365e-01]
[ -2.79628920e-01 -3.41954550e-01 9.65259462e-02 2.19640061e-01
-1.31658107e-01 -6.58646842e-02 9.50558788e-02 -2.60479732e-01
-2.69372936e-01 -8.38867756e-02]
[ 9.83773564e-02 -2.01956572e-01 -2.37046662e-02 1.13475658e-01
-5.35395845e-02 -8.74875857e-02 2.53091403e-01 2.38434074e-03
2.31019550e-02 -8.00308569e-04]
[ 4.39949940e-02 -9.87954956e-02 -2.07916010e-01 1.61232446e-01
-9.41161882e-02 7.91630380e-02 -4.48477268e-02 -1.91006769e-02
-8.04469974e-02 5.72797007e-03]
[ -1.12520340e-01 -6.86653335e-02 -1.98731597e-01 1.68687742e-01
-1.87697569e-02 1.30407303e-01 -4.17981725e-03 -2.49579207e-01
8.12727358e-02 -1.84259827e-01]
[ -6.42497301e-02 -4.21242096e-02 2.77474327e-01 1.06372439e-01
1.00870681e-01 -6.31102215e-02 -1.25371651e-01 1.21116812e-01
7.97439295e-02 4.31072843e-02]
[ 6.01319858e-02 -1.49456702e-02 8.83348728e-02 8.97565136e-02
3.13045540e-02 -1.70969867e-02 2.08004598e-01 1.20345091e-01
-2.57452700e-02 -5.80427633e-02]
[ 7.03258413e-03 -1.51109674e-01 -2.93227952e-01 -5.60927341e-02
1.32332812e-01 -9.14599966e-02 1.42704563e-01 1.62558060e-01
1.04712068e-01 -3.39616623e-02]
[ 5.05888487e-02 -3.15216403e-02 -1.15325998e-01 4.84947572e-02
-1.22033142e-01 3.20087575e-01 2.68444149e-01 2.04710309e-01
-1.56818321e-01 -5.65766282e-02]
[ 2.90202899e-03 -6.70312831e-03 1.23103939e-01 1.07670641e-01
4.88476870e-03 1.05006492e-01 -1.07390227e-01 -4.17353508e-02
2.16769397e-01 8.21147292e-02]
[ 1.13013969e-01 7.88047395e-02 -4.35905939e-02 -9.40035514e-02
-1.08431006e-01 -3.31105422e-01 1.18449996e-01 8.78015409e-03
1.46807923e-01 9.30701225e-02]
[ -1.02384909e-01 -4.45196036e-02 -1.58455546e-02 2.26583645e-02
-1.18475625e-02 -2.04499592e-01 -6.27469035e-02 -2.01120125e-02
1.73040763e-02 1.27124562e-01]
[ -1.64574846e-01 -1.31592178e-01 -2.05134620e-01 -2.74476785e-02
-2.74754287e-01 2.52188367e-03 6.30696010e-02 -2.59141790e-02
-1.50860004e-02 3.48410628e-02]
[ -3.08518579e-02 -1.26469344e-01 -7.50791350e-02 -1.26485978e-01
5.27902968e-01 2.75698914e-01 5.94337113e-01 1.13028755e-01
-1.81556594e-01 -3.79192807e-01]
[ -1.93357666e-02 -4.38192356e-01 -3.15084386e-02 -7.55860883e-02
6.66458583e-01 1.01242059e-01 5.66138340e-01 9.11554602e-02
2.79817333e-02 -3.90063297e-01]
[ 1.00431992e-02 -4.90745959e-01 -4.39544167e-02 -1.07773602e-01
6.78122491e-01 2.33549293e-02 5.30014575e-01 4.84940039e-02
-3.64931836e-01 -2.21036194e-01]
[ -1.75618413e-01 -6.34276149e-01 -1.11802865e-02 -2.07848992e-01
7.84754469e-01 -8.98016646e-02 6.58275092e-01 -8.34393144e-02
-7.11358912e-02 8.13821883e-02]
[ -3.00938353e-01 -4.53899009e-01 5.40777726e-02 -5.16770730e-02
9.21368099e-01 1.43110326e-01 4.66649407e-01 4.71497509e-02
-9.19916466e-02 -1.40136372e-01]
[ -2.10754975e-01 -3.39410570e-01 2.50160512e-01 -2.46822031e-01
6.77334836e-01 -4.35562211e-02 7.21686595e-01 1.26061574e-02
-2.60399661e-01 -3.08494852e-02]
[ -1.35801750e-01 -2.40942274e-01 -1.82798240e-01 -1.07037011e-01
5.03773736e-01 -2.28546794e-01 1.95942870e-01 1.68294072e-01
-1.34565148e-02 -1.24170330e-01]
[ 1.00007434e-01 2.37516912e-01 1.59105879e-01 -1.07623557e-01
-5.53156717e-02 5.49018940e-02 -1.37394895e-01 2.81422162e-01
6.26457260e-02 1.66647833e-01]
[ 3.56818003e-01 3.50660281e-01 -7.95773453e-02 3.19022500e-01
-9.06226654e-01 -2.89708617e-01 -4.97417814e-01 1.77908295e-01
3.92921121e-01 -1.76386386e-02]
[ 4.76768675e-02 1.29075078e-01 2.53515508e-01 2.48515813e-01
-5.95324254e-02 -1.96449411e-01 -1.77047055e-01 -1.33000558e-01
-1.38880775e-01 -2.89318186e-01]
[ 1.85617574e-02 -8.19392676e-02 -1.21067903e-01 -6.20190525e-02
2.35575936e-01 4.20423125e-02 2.55296478e-03 -1.85474028e-01
2.69356825e-02 1.99165348e-01]
[ -4.57867575e-03 -6.43649327e-02 -6.95322288e-02 -6.05934615e-02
-3.41704600e-03 -1.75505553e-01 9.54592416e-02 9.12963164e-03
2.94248624e-02 -5.07493424e-03]
[ 3.45440739e-02 9.78490769e-02 2.45874799e-01 8.11388134e-02
-2.52700243e-01 -1.38287467e-01 8.56600655e-02 4.00257308e-02
-1.80400106e-01 1.12741508e-01]
[ 7.34950252e-02 4.45119224e-02 1.07498468e-01 7.63484078e-03
-2.42943134e-01 6.77121793e-02 4.95433722e-02 -2.71069550e-01
-1.73819394e-02 -8.77726923e-02]
[ -7.84502426e-03 1.09273967e-01 8.54017900e-02 -2.81117454e-02
-6.30112749e-02 1.79041581e-01 8.21099372e-02 1.18362069e-01
-1.97534446e-02 1.74202724e-01]
[ 2.27093054e-01 9.32564594e-02 3.06360269e-02 8.71314251e-02
2.82278816e-03 -2.59446937e-02 -1.94993404e-01 1.48867688e-01
-4.94521098e-02 -1.35129797e-02]
[ 4.84379651e-02 2.50305121e-02 1.90239963e-02 4.83206748e-02
-4.43749146e-01 -1.25304545e-01 -2.29106934e-01 4.15542793e-02
1.24044005e-01 1.98651735e-01]
[ 6.01299565e-02 5.19934405e-01 1.28511597e-01 4.38288393e-01
-1.22592942e+00 -3.06301440e-01 -5.98393368e-01 -7.07497604e-02
3.02141262e-01 3.47009641e-01]
[ 1.76942248e-01 4.95486515e-01 6.65428059e-02 4.27968105e-01
-9.85559060e-01 -8.29361510e-02 -4.34324996e-01 1.51009282e-01
2.11497340e-01 4.78477691e-01]
[ 2.54662294e-01 3.28050431e-01 2.47657323e-01 1.53516991e-01
-4.81510286e-01 7.89944498e-02 -2.32645384e-01 1.62816076e-01
2.44261628e-01 8.38444096e-02]
[ -7.63056975e-02 2.24942908e-01 2.40218711e-01 1.30167681e-02
-4.05684239e-02 1.31668720e-01 -1.02491627e-01 -1.55305574e-02
-3.53060745e-02 4.66431469e-02]
[ -9.99498358e-02 2.37238418e-03 2.41699962e-02 9.19939302e-02
-5.62065403e-02 1.16098816e-01 2.43664517e-01 1.98424032e-02
-2.75614931e-01 -9.44093336e-02]
[ -2.22007276e-01 -3.44218639e-02 -9.40882974e-02 -3.45263927e-01
1.85571107e-01 1.19435073e-01 1.09055974e-01 1.03244885e-01
-2.07602359e-01 3.18056516e-02]
[ 1.00407221e-02 -4.07761612e-01 -1.27755031e-01 -1.61219855e-01
3.71189668e-01 2.53839976e-02 1.93895849e-01 1.52396880e-01
-1.65228806e-01 -2.22256974e-01]
[ 1.10117206e-01 -2.38434409e-01 -1.57094811e-01 -2.40241077e-02
-2.99214420e-02 -4.60335236e-02 1.02780020e-01 -1.54586446e-01
1.14222852e-01 -1.59779100e-01]
[ -1.12743127e-01 4.97438068e-02 2.66283716e-01 9.86153412e-04
1.49673569e-01 7.78970836e-02 5.22648335e-02 -2.96692683e-01
-1.06415900e-01 -5.24578232e-02]
[ -3.42893005e-01 1.54878220e-02 1.67408192e-02 -1.87130316e-02
1.46579356e-01 -1.77231400e-01 1.08267189e-02 2.34725629e-01
-7.89756605e-02 8.20523924e-02]
[ 1.44740602e-01 -5.93979645e-03 -2.33637905e-01 -7.97982426e-02
1.19284695e-01 -2.99356749e-01 8.88162257e-02 -1.67213825e-01
2.15506090e-03 -1.86787632e-01]
[ 2.11498025e-01 -2.02717243e-01 6.45536982e-02 -2.30247793e-02
9.96003137e-02 -3.69360345e-02 5.55305524e-02 -1.36805837e-01
1.12802917e-01 -1.78298981e-01]
[ -1.03614424e-01 -7.83599854e-02 1.22145711e-01 1.11432631e-01
2.66456271e-02 -1.15192277e-01 2.55645077e-01 -7.80066157e-02
1.84035819e-01 -1.05385200e-03]
[ -2.77843308e-02 -2.11225352e-01 1.88666568e-01 -2.85161213e-01
-1.42264009e-01 1.26595660e-01 1.03167016e-01 -1.21043887e-01
-1.29079626e-03 1.93517018e-01]]
[[ 0.62379016]
[ 1.70142174]
[ 0.24490884]
[ 0.88910136]
[-2.75837579]
[-0.2641213 ]
[-1.71894923]
[ 0.07362967]
[ 0.69836728]
[ 0.88409492]]
Progress: 42.8% ... Training loss: 0.269 ... Validation loss: 0.452[[ 1.65031817e-01 2.54826108e-01 -1.03567047e-01 1.10667870e-01
-5.14529033e-01 -7.20152430e-02 -8.68521003e-02 1.21171609e-01
-5.29659920e-02 2.00800658e-01]
[ 1.59188928e-02 1.50522393e-01 -1.83711981e-02 4.96580221e-02
7.24928846e-02 -7.89088402e-03 3.12534234e-01 4.14245053e-02
1.44606810e-01 -2.48706033e-02]
[ 1.93356692e-01 7.78205027e-01 1.04651080e-02 -5.41951326e-02
6.86547727e-01 -2.03374713e-02 -9.03403229e-01 -4.13960365e-02
4.97039527e-02 2.81592997e-01]
[ 4.95982478e-02 -3.82802968e-01 -1.95693069e-01 1.83197500e-01
-9.20372895e-03 1.28647506e-01 2.08466144e-01 6.41943869e-02
1.27730607e-01 2.89989891e-01]
[ -2.71532382e-02 7.43473540e-02 -1.51167684e-01 3.45056952e-02
-4.72845607e-02 -1.79354323e-01 8.18442349e-02 -1.18320578e-01
-1.99881085e-01 -5.19783067e-02]
[ -3.90833317e-01 -6.52023124e-01 -2.99320293e-01 1.57728896e-01
-1.29801752e-01 4.00689341e-02 3.54044581e-01 -3.87777691e-02
-2.45881121e-02 -2.43287490e-02]
[ -1.00285775e-03 -2.28228190e-01 1.11038477e-02 9.58036773e-02
-2.76916169e-02 -7.30420109e-02 1.71406014e-01 -1.90622236e-01
2.00970173e-01 4.12659929e-02]
[ 1.11125856e-01 -2.57646248e-01 3.30563748e-02 -7.14081208e-02
4.94231532e-03 -4.90124873e-02 7.20646961e-02 1.18428256e-01
8.09222645e-02 -1.98058699e-02]
[ -1.82536438e-01 -1.79832430e-01 -3.05241832e-01 -2.97303213e-02
-8.91509021e-03 7.14017984e-02 -1.00277603e-01 -3.02571056e-02
2.59090114e-01 -1.41959092e-01]
[ 3.48121398e-02 -4.17664168e-01 7.90749813e-02 -2.63182046e-03
-1.74024123e-01 -1.11487464e-01 2.12940799e-01 -1.08536541e-01
2.69404057e-03 7.48157382e-02]
[ -7.76463455e-02 -9.02756109e-02 4.98774919e-03 -1.28837888e-01
-8.54965470e-02 1.16253572e-02 2.04237746e-01 -1.02019859e-01
5.03274632e-05 -1.09959044e-01]
[ -1.25478060e-01 -2.12085727e-01 -7.12193387e-02 2.43907950e-03
3.61678610e-01 1.01575571e-01 1.64687097e-01 -1.65539539e-02
-1.71388823e-01 -2.15784424e-01]
[ -1.58091168e-01 2.91093349e-03 6.13786151e-02 2.01911800e-02
-1.69852711e-01 -2.19190235e-01 -1.75706676e-01 -1.97170577e-01
8.54595130e-02 1.72236365e-01]
[ -2.79013193e-01 -3.41098949e-01 9.67971970e-02 2.20567622e-01
-1.32806126e-01 -6.61425114e-02 9.41214507e-02 -2.60401334e-01
-2.68685735e-01 -8.29587610e-02]
[ 9.83201135e-02 -2.01613603e-01 -2.37404037e-02 1.13339723e-01
-5.34448801e-02 -8.74671536e-02 2.52650010e-01 2.37997810e-03
2.30876796e-02 -8.46957685e-04]
[ 4.43381425e-02 -9.76858046e-02 -2.07765810e-01 1.61710305e-01
-9.50165846e-02 7.90042435e-02 -4.58127688e-02 -1.90581614e-02
-8.00153648e-02 6.22157696e-03]
[ -1.12910024e-01 -6.96670428e-02 -1.98884020e-01 1.68163567e-01
-1.75081764e-02 1.30547245e-01 -3.19045140e-03 -2.49614067e-01
8.08622653e-02 -1.84803235e-01]
[ -6.42903278e-02 -4.22601558e-02 2.77459878e-01 1.06384876e-01
1.00792976e-01 -6.30849396e-02 -1.25008181e-01 1.21111749e-01
7.98478070e-02 4.30593324e-02]
[ 6.10958096e-02 -1.22911902e-02 8.87190671e-02 9.11618097e-02
2.70422058e-02 -1.75159411e-02 2.05266202e-01 1.20462478e-01
-2.46312245e-02 -5.66471059e-02]
[ 7.93768115e-03 -1.48313705e-01 -2.92865853e-01 -5.47226097e-02
1.28108669e-01 -9.18939877e-02 1.39754826e-01 1.62673722e-01
1.05763676e-01 -3.25798558e-02]
[ 5.21376245e-02 -2.74406294e-02 -1.14639162e-01 5.10617305e-02
-1.29703236e-01 3.19346055e-01 2.64244844e-01 2.04916184e-01
-1.54885723e-01 -5.40385442e-02]
[ 2.91017327e-03 -6.88852286e-03 1.23095141e-01 1.07771611e-01
5.32583313e-03 1.05018467e-01 -1.07236270e-01 -4.17362638e-02
2.16818583e-01 8.21200672e-02]
[ 1.13447388e-01 8.02443874e-02 -4.33902273e-02 -9.32788095e-02
-1.10290894e-01 -3.31324351e-01 1.17187206e-01 8.84166895e-03
1.47200318e-01 9.37364979e-02]
[ -1.02427956e-01 -4.46436821e-02 -1.58606028e-02 2.25990608e-02
-1.16844467e-02 -2.04481393e-01 -6.26093704e-02 -2.01168481e-02
1.72644012e-02 1.27064243e-01]
[ -1.64845505e-01 -1.32260663e-01 -2.05221542e-01 -2.77894526e-02
-2.75101752e-01 2.62235005e-03 6.39570228e-02 -2.59425265e-02
-1.53086795e-02 3.44741319e-02]
[ -3.06731351e-02 -1.26172428e-01 -7.50088466e-02 -1.26221745e-01
5.27183488e-01 2.75623171e-01 5.94035571e-01 1.13050286e-01
-1.81360422e-01 -3.78981371e-01]
[ -1.92837456e-02 -4.38055256e-01 -3.14873294e-02 -7.55081234e-02
6.66277939e-01 1.01218903e-01 5.65991505e-01 9.11619284e-02
2.80419993e-02 -3.89986152e-01]
[ 1.02707586e-02 -4.90385646e-01 -4.38686594e-02 -1.07423689e-01
6.77529334e-01 2.32564752e-02 5.29578968e-01 4.85206200e-02
-3.64683567e-01 -2.20709287e-01]
[ -1.75672599e-01 -6.34522193e-01 -1.12007871e-02 -2.07901265e-01
7.84944263e-01 -8.97827909e-02 6.58456024e-01 -8.34433823e-02
-7.11626524e-02 8.13643729e-02]
[ -3.01114426e-01 -4.54248241e-01 5.40104140e-02 -5.19266164e-02
9.22071292e-01 1.43184201e-01 4.67113643e-01 4.71289700e-02
-9.21804035e-02 -1.40334031e-01]
[ -2.10946033e-01 -3.39761219e-01 2.50086681e-01 -2.47100376e-01
6.78303848e-01 -4.34752474e-02 7.22072612e-01 1.25833652e-02
-2.60617751e-01 -3.10987612e-02]
[ -1.35633512e-01 -2.40761010e-01 -1.82725926e-01 -1.06765170e-01
5.02891669e-01 -2.28629052e-01 1.95623793e-01 1.68315941e-01
-1.32603980e-02 -1.23898664e-01]
[ 1.00007434e-01 2.37516912e-01 1.59105879e-01 -1.07623557e-01
-5.53156717e-02 5.49018940e-02 -1.37394895e-01 2.81422162e-01
6.26457260e-02 1.66647833e-01]
[ 3.57721308e-01 3.53727575e-01 -7.91592592e-02 3.20602234e-01
-9.10241038e-01 -2.90180631e-01 -5.00093368e-01 1.78042577e-01
3.94120570e-01 -1.60719447e-02]
[ 4.73693356e-02 1.28670264e-01 2.53406573e-01 2.48094523e-01
-5.87672620e-02 -1.96323932e-01 -1.76690094e-01 -1.33035590e-01
-1.39219106e-01 -2.89737866e-01]
[ 1.88541109e-02 -8.09371049e-02 -1.20939951e-01 -6.15631927e-02
2.34092157e-01 4.19077261e-02 1.62114513e-03 -1.85436398e-01
2.72698346e-02 1.99597180e-01]
[ -4.89288423e-03 -6.49900369e-02 -6.96577191e-02 -6.10626917e-02
-2.06027740e-03 -1.75378045e-01 9.62047878e-02 9.09137481e-03
2.90640705e-02 -5.54024993e-03]
[ 3.50131054e-02 9.84045671e-02 2.46084254e-01 8.18731633e-02
-2.53516381e-01 -1.38507896e-01 8.49527566e-02 4.00887790e-02
-1.79849460e-01 1.13452015e-01]
[ 7.44886761e-02 4.75174072e-02 1.07925624e-01 9.16716146e-03
-2.48106870e-01 6.72575215e-02 4.64419103e-02 -2.70942743e-01
-1.62110954e-02 -8.62117865e-02]
[ -7.76133902e-03 1.09751989e-01 8.54343462e-02 -2.79823025e-02
-6.37127091e-02 1.79003786e-01 8.17078997e-02 1.18371232e-01
-1.96690100e-02 1.74272596e-01]
[ 2.27885980e-01 9.51681708e-02 3.09544266e-02 8.83016571e-02
-7.95107723e-04 -2.62885254e-02 -1.97103115e-01 1.48964571e-01
-4.85094284e-02 -1.23323869e-02]
[ 4.84886531e-02 2.50265638e-02 1.90456936e-02 4.83990838e-02
-4.44000452e-01 -1.25323522e-01 -2.29118338e-01 4.15639351e-02
1.24097321e-01 1.98714116e-01]
[ 5.90505486e-02 5.17380566e-01 1.28075787e-01 4.36744987e-01
-1.22239970e+00 -3.05853690e-01 -5.95620795e-01 -7.08782681e-02
3.00997510e-01 3.45460909e-01]
[ 1.77752042e-01 4.97170069e-01 6.68516231e-02 4.29108627e-01
-9.88083992e-01 -8.32637306e-02 -4.35906005e-01 1.51103580e-01
2.12403286e-01 4.79540993e-01]
[ 2.54961285e-01 3.28815185e-01 2.47789592e-01 1.54040249e-01
-4.83011385e-01 7.88440324e-02 -2.33415899e-01 1.62857746e-01
2.44721299e-01 8.43375087e-02]
[ -7.61222268e-02 2.25471787e-01 2.40290059e-01 1.32925411e-02
-4.14155633e-02 1.31586681e-01 -1.03022805e-01 -1.55076743e-02
-3.50994302e-02 4.69109372e-02]
[ -9.93429101e-02 4.03792841e-03 2.44034621e-02 9.28911656e-02
-5.87572940e-02 1.15829244e-01 2.41933129e-01 1.99175160e-02
-2.74899718e-01 -9.35140032e-02]
[ -2.21984410e-01 -3.44376147e-02 -9.40732280e-02 -3.45210018e-01
1.85441403e-01 1.19420584e-01 1.09049828e-01 1.03249000e-01
-2.07568832e-01 3.18501298e-02]
[ 1.00458635e-02 -4.07686968e-01 -1.27747276e-01 -1.61215992e-01
3.71124068e-01 2.53818157e-02 1.93792833e-01 1.52397258e-01
-1.65234226e-01 -2.22248809e-01]
[ 1.11273891e-01 -2.34407522e-01 -1.56562614e-01 -2.19370141e-02
-3.78798288e-02 -4.66025141e-02 9.95182575e-02 -1.54434497e-01
1.15886166e-01 -1.57956800e-01]
[ -1.12938983e-01 4.97129221e-02 2.66255013e-01 8.07972061e-04
1.49600231e-01 7.79151874e-02 5.23372320e-02 -2.96695757e-01
-1.06499317e-01 -5.27245822e-02]
[ -3.41939080e-01 1.72389847e-02 1.71167032e-02 -1.72684064e-02
1.42340484e-01 -1.77642215e-01 8.93950744e-03 2.34843747e-01
-7.78502409e-02 8.34086283e-02]
[ 1.44674161e-01 -5.96956991e-03 -2.33635641e-01 -7.98147728e-02
1.19399495e-01 -2.99364447e-01 8.87631279e-02 -1.67215461e-01
2.12160903e-03 -1.86791801e-01]
[ 2.12936646e-01 -1.99095351e-01 6.51365346e-02 -2.08925045e-02
9.56713712e-02 -3.75952922e-02 5.15231619e-02 -1.36619990e-01
1.14326998e-01 -1.76105983e-01]
[ -1.03619973e-01 -7.84713788e-02 1.22124500e-01 1.11369266e-01
2.71884521e-02 -1.15181114e-01 2.55799515e-01 -7.80062422e-02
1.84070305e-01 -1.03031000e-03]
[ -2.70488111e-02 -2.09289486e-01 1.88964870e-01 -2.84042357e-01
-1.45251688e-01 1.26279433e-01 1.01190298e-01 -1.20952492e-01
-4.45785190e-04 1.94736495e-01]]
[[ 0.64258701]
[ 1.71871135]
[ 0.2591966 ]
[ 0.9040387 ]
[-2.74519667]
[-0.25111393]
[-1.706963 ]
[ 0.08946846]
[ 0.71241647]
[ 0.90072099]]
Progress: 42.8% ... Training loss: 0.276 ... Validation loss: 0.447[[ 1.62828668e-01 2.49886621e-01 -1.04571863e-01 1.07294827e-01
-5.05783560e-01 -7.10596843e-02 -8.15342134e-02 1.20820900e-01
-5.55453946e-02 1.97702368e-01]
[ 1.55792561e-02 1.49728312e-01 -1.85160091e-02 4.91471420e-02
7.37932855e-02 -7.74737771e-03 3.13310152e-01 4.13738867e-02
1.44205683e-01 -2.53500550e-02]
[ 1.93641715e-01 7.75971509e-01 1.05092667e-02 -5.41133727e-02
6.88008439e-01 -2.04478362e-02 -9.01688343e-01 -4.13707785e-02
4.99776874e-02 2.81889251e-01]
[ 4.99595466e-02 -3.81007519e-01 -1.95496717e-01 1.83942944e-01
-9.48255129e-03 1.28610440e-01 2.08050453e-01 6.42331896e-02
1.28391340e-01 2.89626051e-01]
[ -2.68883484e-02 7.32102180e-02 -1.51014946e-01 3.47594434e-02
-4.76772570e-02 -1.79504691e-01 8.14386118e-02 -1.18273642e-01
-1.99818461e-01 -5.17313740e-02]
[ -3.92704041e-01 -6.55702605e-01 -3.00120522e-01 1.55037504e-01
-1.24269781e-01 4.08143442e-02 3.57826965e-01 -3.90506573e-02
-2.67671064e-02 -2.66674116e-02]
[ -2.23405804e-03 -2.31417164e-01 1.05867514e-02 9.41422401e-02
-2.29075180e-02 -7.25443256e-02 1.74834859e-01 -1.90791956e-01
1.99720529e-01 3.98081576e-02]
[ 1.08862457e-01 -2.63609316e-01 3.20709114e-02 -7.48617715e-02
1.42309684e-02 -4.80988784e-02 7.79659434e-02 1.18082754e-01
7.83055714e-02 -2.31054178e-02]
[ -1.82744640e-01 -1.80054403e-01 -3.05316563e-01 -2.99783197e-02
-8.69920891e-03 7.14685020e-02 -9.98472822e-02 -3.02908882e-02
2.58893001e-01 -1.42254820e-01]
[ 3.22995002e-02 -4.23682725e-01 7.79704985e-02 -6.41072673e-03
-1.64984817e-01 -1.10466800e-01 2.19003443e-01 -1.08919942e-01
-2.14342188e-04 7.12390131e-02]
[ -7.87599556e-02 -9.29955980e-02 4.52479175e-03 -1.30427447e-01
-8.16822547e-02 1.20526066e-02 2.06808635e-01 -1.02181387e-01
-1.19325300e-03 -1.11363185e-01]
[ -1.27425336e-01 -2.16400680e-01 -7.20294175e-02 -2.46933185e-04
3.68645616e-01 1.02351065e-01 1.69596362e-01 -1.68309166e-02
-1.73479303e-01 -2.18195331e-01]
[ -1.58091168e-01 2.91093349e-03 6.13786151e-02 2.01911800e-02
-1.69852711e-01 -2.19190235e-01 -1.75706676e-01 -1.97170577e-01
8.54595130e-02 1.72236365e-01]
[ -2.79142469e-01 -3.41161178e-01 9.67118446e-02 2.20392512e-01
-1.32889572e-01 -6.60697208e-02 9.42755683e-02 -2.60430224e-01
-2.68903282e-01 -8.32418147e-02]
[ 9.73370778e-02 -2.03359708e-01 -2.41533116e-02 1.11898726e-01
-5.01663285e-02 -8.70736173e-02 2.54358707e-01 2.23769341e-03
2.19586858e-02 -2.17959266e-03]
[ 4.35314357e-02 -9.98405121e-02 -2.08095827e-01 1.60573995e-01
-9.24149068e-02 7.93001304e-02 -4.36346706e-02 -1.91665636e-02
-8.08913143e-02 5.43343186e-03]
[ -1.13167724e-01 -7.04943430e-02 -1.98981766e-01 1.67834269e-01
-1.65194294e-02 1.30669726e-01 -2.53988859e-03 -2.49646072e-01
8.05950610e-02 -1.85046640e-01]
[ -6.52975742e-02 -4.47219189e-02 2.77025206e-01 1.04993124e-01
1.04729454e-01 -6.26903169e-02 -1.22146282e-01 1.20969264e-01
7.88372906e-02 4.17785318e-02]
[ 6.09126450e-02 -1.29046944e-02 8.86280543e-02 9.08499194e-02
2.78210646e-02 -1.74348554e-02 2.05895556e-01 1.20431591e-01
-2.48803052e-02 -5.69423786e-02]
[ 7.00699325e-03 -1.50483431e-01 -2.93294305e-01 -5.62049379e-02
1.31693947e-01 -9.15256780e-02 1.41829573e-01 1.62525449e-01
1.04592748e-01 -3.40230449e-02]
[ 5.18754058e-02 -2.84855337e-02 -1.14737179e-01 5.07070613e-02
-1.28702694e-01 3.19459759e-01 2.65214788e-01 2.04885533e-01
-1.55143068e-01 -5.43542899e-02]
[ 2.40825985e-03 -7.97533854e-03 1.22887258e-01 1.07015618e-01
7.68606352e-03 1.05209867e-01 -1.05900119e-01 -4.18180081e-02
2.16307893e-01 8.14582729e-02]
[ 1.13435667e-01 8.02807797e-02 -4.33964611e-02 -9.33169085e-02
-1.09944805e-01 -3.31323152e-01 1.17164811e-01 8.83688144e-03
1.47171437e-01 9.36955237e-02]
[ -1.02979973e-01 -4.59376305e-02 -1.60732224e-02 2.18760727e-02
-1.03410481e-02 -2.04277765e-01 -6.11733990e-02 -2.01927738e-02
1.67132099e-02 1.26296315e-01]
[ -1.64793344e-01 -1.31889548e-01 -2.05194148e-01 -2.77044973e-02
-2.75417552e-01 2.60711363e-03 6.35226721e-02 -2.59380819e-02
-1.52827947e-02 3.45353021e-02]
[ -3.09062153e-02 -1.26843576e-01 -7.51061677e-02 -1.26569165e-01
5.28267109e-01 2.75728495e-01 5.94527315e-01 1.13017254e-01
-1.81631908e-01 -3.79277679e-01]
[ -1.95299257e-02 -4.38807952e-01 -3.15977141e-02 -7.58954484e-02
6.67241844e-01 1.01324189e-01 5.66752191e-01 9.11245659e-02
2.77466278e-02 -3.90365778e-01]
[ 1.05041851e-02 -4.90048160e-01 -4.37702160e-02 -1.07083228e-01
6.76551762e-01 2.31617748e-02 5.29163472e-01 4.85546422e-02
-3.64413457e-01 -2.20371755e-01]
[ -1.76358349e-01 -6.36110427e-01 -1.14855840e-02 -2.08896348e-01
7.87489476e-01 -8.95135035e-02 6.60133051e-01 -8.35385396e-02
-7.18916546e-02 8.05076060e-02]
[ -3.01293177e-01 -4.54744547e-01 5.39364951e-02 -5.21757420e-02
9.22690322e-01 1.43254001e-01 4.67628690e-01 4.71035808e-02
-9.23831790e-02 -1.40547362e-01]
[ -2.10964427e-01 -3.39773009e-01 2.50075064e-01 -2.47117384e-01
6.78211020e-01 -4.34741634e-02 7.21994054e-01 1.25801259e-02
-2.60641783e-01 -3.11310880e-02]
[ -1.36065429e-01 -2.41564897e-01 -1.82894041e-01 -1.07373050e-01
5.04775846e-01 -2.28462022e-01 1.96703690e-01 1.68256755e-01
-1.36916964e-02 -1.24501030e-01]
[ 1.00651329e-01 2.39214888e-01 1.59347147e-01 -1.06705756e-01
-5.81156641e-02 5.46593231e-02 -1.39213744e-01 2.81497698e-01
6.33071834e-02 1.67420764e-01]
[ 3.56893252e-01 3.51707041e-01 -7.94942018e-02 3.19459098e-01
-9.07105955e-01 -2.89878147e-01 -4.97814549e-01 1.77928845e-01
3.93309946e-01 -1.68625594e-02]
[ 4.72951952e-02 1.28559155e-01 2.53369136e-01 2.47968524e-01
-5.84861244e-02 -1.96287045e-01 -1.76606531e-01 -1.33048728e-01
-1.39328243e-01 -2.89867083e-01]
[ 1.79222225e-02 -8.29380339e-02 -1.21301694e-01 -6.28830113e-02
2.37646102e-01 4.22732305e-02 3.55722030e-03 -1.85567056e-01
2.62294896e-02 1.98308438e-01]
[ -5.14695170e-03 -6.55993855e-02 -6.97574843e-02 -6.14294063e-02
-9.78932311e-04 -1.75292039e-01 9.68286089e-02 9.05947366e-03
2.87770235e-02 -5.87651738e-03]
[ 3.43553033e-02 9.70596750e-02 2.45797820e-01 8.09084192e-02
-2.51140364e-01 -1.38270428e-01 8.62953000e-02 3.99900905e-02
-1.80632294e-01 1.12485382e-01]
[ 7.42638563e-02 4.69559083e-02 1.07839177e-01 8.83854790e-03
-2.47044757e-01 6.73409559e-02 4.69445527e-02 -2.70970218e-01
-1.64707936e-02 -8.65124901e-02]
[ -7.09594200e-03 1.11380877e-01 8.57089545e-02 -2.70286809e-02
-6.62743010e-02 1.78739605e-01 8.01853164e-02 1.18464496e-01
-1.89505675e-02 1.75210653e-01]
[ 2.27677270e-01 9.48251965e-02 3.08131407e-02 8.79027189e-02
8.23122426e-05 -2.61979249e-02 -1.96684053e-01 1.48927049e-01
-4.88257185e-02 -1.27424584e-02]
[ 4.83715288e-02 2.47694788e-02 1.89950620e-02 4.82229727e-02
-4.43577958e-01 -1.25273423e-01 -2.28819136e-01 4.15469123e-02
1.23957854e-01 1.98533054e-01]
[ 5.90693390e-02 5.17129635e-01 1.28079575e-01 4.36857142e-01
-1.22336843e+00 -3.05810524e-01 -5.95152987e-01 -7.08834019e-02
3.01072604e-01 3.45441418e-01]
[ 1.77252224e-01 4.95944690e-01 6.66485054e-02 4.28465730e-01
-9.86550094e-01 -8.30745460e-02 -4.34775239e-01 1.51036031e-01
2.11870363e-01 4.78919268e-01]
[ 2.54269216e-01 3.27116178e-01 2.47501028e-01 1.53025066e-01
-4.80439097e-01 7.91158336e-02 -2.31735742e-01 1.62759004e-01
2.43951402e-01 8.34640979e-02]
[ -7.65786629e-02 2.24415933e-01 2.40107567e-01 1.26391700e-02
-3.96738314e-02 1.31761676e-01 -1.01902081e-01 -1.55726373e-02
-3.55936800e-02 4.63617904e-02]
[ -9.93419567e-02 4.09676056e-03 2.44041271e-02 9.28917148e-02
-5.87689085e-02 1.15828936e-01 2.41907572e-01 1.99158222e-02
-2.74895765e-01 -9.35113619e-02]
[ -2.22017852e-01 -3.44342071e-02 -9.41044409e-02 -3.45322035e-01
1.85502626e-01 1.19449023e-01 1.09046440e-01 1.03238144e-01
-2.07631170e-01 3.17530728e-02]
[ 9.68232100e-03 -4.08663449e-01 -1.27893342e-01 -1.61743673e-01
3.72562359e-01 2.55291024e-02 1.94790479e-01 1.52344986e-01
-1.65646911e-01 -2.22746878e-01]
[ 1.10562876e-01 -2.35700904e-01 -1.56827537e-01 -2.29107454e-02
-3.58233648e-02 -4.63372842e-02 1.01276636e-01 -1.54529818e-01
1.15167997e-01 -1.58835235e-01]
[ -1.13862476e-01 4.75899759e-02 2.65858704e-01 -5.12979201e-04
1.52788546e-01 7.83161593e-02 5.46268000e-02 -2.96834872e-01
-1.07601252e-01 -5.40464776e-02]
[ -3.42112021e-01 1.68170732e-02 1.70405820e-02 -1.75299921e-02
1.43117797e-01 -1.77574769e-01 9.23182999e-03 2.34807666e-01
-7.80732535e-02 8.31318001e-02]
[ 1.44759351e-01 -5.85293517e-03 -2.33603991e-01 -7.97019302e-02
1.19189993e-01 -2.99404011e-01 8.86000235e-02 -1.67207739e-01
2.21408053e-03 -1.86648469e-01]
[ 2.10552426e-01 -2.04771851e-01 6.41036617e-02 -2.44746083e-02
1.04335463e-01 -3.66502372e-02 5.70977000e-02 -1.36972949e-01
1.11494894e-01 -1.79339561e-01]
[ -1.04418411e-01 -8.05886671e-02 1.21799299e-01 1.10281451e-01
3.00606529e-02 -1.14857808e-01 2.57565592e-01 -7.81163727e-02
1.83235262e-01 -2.09202147e-03]
[ -2.77174192e-02 -2.10827590e-01 1.88651128e-01 -2.84983491e-01
-1.42779966e-01 1.26540397e-01 1.03215316e-01 -1.21048499e-01
-1.07043621e-03 1.93973838e-01]]
[[ 0.62378544]
[ 1.70657397]
[ 0.24097775]
[ 0.88399675]
[-2.76199896]
[-0.26799123]
[-1.72938809]
[ 0.072101 ]
[ 0.69247017]
[ 0.88276737]]
Progress: 42.9% ... Training loss: 0.268 ... Validation loss: 0.447[[ 1.64137432e-01 2.51972707e-01 -1.04032827e-01 1.08974553e-01
-5.09491006e-01 -7.14739851e-02 -8.42953885e-02 1.20978218e-01
-5.40448958e-02 1.99577013e-01]
[ 1.58967129e-02 1.50571646e-01 -1.83899378e-02 4.95869985e-02
7.24689956e-02 -7.87750241e-03 3.12539924e-01 4.14106221e-02
1.44547895e-01 -2.49385461e-02]
[ 1.95047125e-01 7.79808273e-01 1.10439548e-02 -5.24085618e-02
6.83824660e-01 -2.08421693e-02 -9.05927152e-01 -4.12290590e-02
5.14191802e-02 2.83693179e-01]
[ 4.72675288e-02 -3.86877121e-01 -1.96657656e-01 1.79927939e-01
1.47177089e-03 1.29580810e-01 2.15023933e-01 6.39155622e-02
1.25124957e-01 2.85824226e-01]
[ -2.42358665e-02 7.79299127e-02 -1.49880558e-01 3.88748471e-02
-5.72761745e-02 -1.80573892e-01 7.57082350e-02 -1.17947468e-01
-1.96408655e-01 -4.77570906e-02]
[ -3.92187180e-01 -6.55476679e-01 -2.99895708e-01 1.55915891e-01
-1.27101307e-01 4.05396811e-02 3.57256559e-01 -3.89818522e-02
-2.60923401e-02 -2.58628759e-02]
[ -5.51850772e-04 -2.27675106e-01 1.12834687e-02 9.65093142e-02
-2.92192013e-02 -7.31910676e-02 1.70067263e-01 -1.90585856e-01
2.01494737e-01 4.23585899e-02]
[ 1.08937743e-01 -2.63493462e-01 3.20670168e-02 -7.49289176e-02
1.42701766e-02 -4.80977036e-02 7.78986987e-02 1.18081944e-01
7.83590566e-02 -2.31760982e-02]
[ -1.81242169e-01 -1.76960909e-01 -3.04730871e-01 -2.79040424e-02
-1.41268289e-02 7.08900907e-02 -1.02829521e-01 -3.01223291e-02
2.60470638e-01 -1.40258157e-01]
[ 3.63272716e-02 -4.15292325e-01 7.95577378e-02 -8.10784039e-04
-1.80344790e-01 -1.12030073e-01 2.09783751e-01 -1.08457631e-01
4.15370845e-03 7.68571391e-02]
[ -7.91226827e-02 -9.43428263e-02 4.40466614e-03 -1.30931874e-01
-8.04793514e-02 1.21705828e-02 2.07887845e-01 -1.02213483e-01
-1.60030894e-03 -1.11939350e-01]
[ -1.27313554e-01 -2.16266520e-01 -7.19932026e-02 -8.98571736e-05
3.68271065e-01 1.02297721e-01 1.69349359e-01 -1.68184779e-02
-1.73360202e-01 -2.17956342e-01]
[ -1.58091168e-01 2.91093349e-03 6.13786151e-02 2.01911800e-02
-1.69852711e-01 -2.19190235e-01 -1.75706676e-01 -1.97170577e-01
8.54595130e-02 1.72236365e-01]
[ -2.78845375e-01 -3.40835326e-01 9.68641692e-02 2.20925352e-01
-1.34473570e-01 -6.62345952e-02 9.37963558e-02 -2.60388162e-01
-2.68510989e-01 -8.27416371e-02]
[ 9.73237267e-02 -2.03533909e-01 -2.41632088e-02 1.11880646e-01
-5.01411470e-02 -8.70688517e-02 2.54493585e-01 2.23638398e-03
2.19435613e-02 -2.19909140e-03]
[ 4.39272186e-02 -9.94583023e-02 -2.07948185e-01 1.61175434e-01
-9.43406270e-02 7.91094510e-02 -4.42488229e-02 -1.91178310e-02
-8.04153723e-02 5.98509188e-03]
[ -1.12966530e-01 -7.00584550e-02 -1.98900122e-01 1.68053871e-01
-1.70472755e-02 1.30591039e-01 -3.22826142e-03 -2.49624011e-01
8.07903775e-02 -1.84765362e-01]
[ -6.49774307e-02 -4.38063596e-02 2.77141413e-01 1.05344009e-01
1.04172490e-01 -6.28203283e-02 -1.23159447e-01 1.21009509e-01
7.90081226e-02 4.22634538e-02]
[ 6.23677335e-02 -9.91838855e-03 8.92292372e-02 9.30700797e-02
2.11697969e-02 -1.79925912e-02 2.02283399e-01 1.20611007e-01
-2.31090442e-02 -5.47615633e-02]
[ 7.27221059e-03 -1.49805974e-01 -2.93190304e-01 -5.58756589e-02
1.30585959e-01 -9.16530339e-02 1.41138661e-01 1.62556241e-01
1.04884618e-01 -3.37310100e-02]
[ 5.19941711e-02 -2.80537750e-02 -1.14696304e-01 5.07953119e-02
-1.28672472e-01 3.19430419e-01 2.64466671e-01 2.04892281e-01
-1.55067470e-01 -5.43047533e-02]
[ 2.18494547e-03 -9.12764572e-03 1.22790656e-01 1.06618602e-01
9.42435894e-03 1.05371772e-01 -1.04161897e-01 -4.18488965e-02
2.16039122e-01 8.11494628e-02]
[ 1.14041666e-01 8.18760821e-02 -4.31609432e-02 -9.24921642e-02
-1.12281116e-01 -3.31560576e-01 1.15556188e-01 8.90003420e-03
1.47817200e-01 9.45096965e-02]
[ -1.02767905e-01 -4.52544756e-02 -1.60010335e-02 2.21613085e-02
-1.12660363e-02 -2.04358800e-01 -6.18695686e-02 -2.01693312e-02
1.68787054e-02 1.26567927e-01]
[ -1.64651205e-01 -1.31819196e-01 -2.05135903e-01 -2.74892448e-02
-2.76127789e-01 2.53894304e-03 6.34129688e-02 -2.59198823e-02
-1.51031754e-02 3.47183519e-02]
[ -3.12129649e-02 -1.27783461e-01 -7.52261972e-02 -1.27025810e-01
5.29506921e-01 2.75866990e-01 5.95491985e-01 1.12979951e-01
-1.81992228e-01 -3.79746810e-01]
[ -1.98376296e-02 -4.40082367e-01 -3.17365595e-02 -7.63826739e-02
6.68649113e-01 1.01469166e-01 5.68083530e-01 9.10848118e-02
2.74360897e-02 -3.90891441e-01]
[ 1.03518150e-02 -4.90323871e-01 -4.38282501e-02 -1.07299028e-01
6.77185135e-01 2.32263591e-02 5.29488540e-01 4.85369593e-02
-3.64581751e-01 -2.20585812e-01]
[ -1.76132567e-01 -6.36299481e-01 -1.13829725e-02 -2.08517887e-01
7.86281976e-01 -8.96309768e-02 6.60230663e-01 -8.35089501e-02
-7.15717515e-02 8.09249034e-02]
[ -3.01215295e-01 -4.54675598e-01 5.39676090e-02 -5.20517766e-02
9.22295897e-01 1.43215850e-01 4.67508012e-01 4.71135064e-02
-9.22867653e-02 -1.40427754e-01]
[ -2.11245843e-01 -3.40529315e-01 2.49964108e-01 -2.47545591e-01
6.79480649e-01 -4.33484629e-02 7.22633064e-01 1.25477052e-02
-2.60955962e-01 -3.15265047e-02]
[ -1.36183806e-01 -2.42095258e-01 -1.82946841e-01 -1.07570228e-01
5.05288035e-01 -2.28408417e-01 1.97158667e-01 1.68240778e-01
-1.38306106e-02 -1.24675467e-01]
[ 1.01124817e-01 2.40701919e-01 1.59534277e-01 -1.06039453e-01
-6.04167347e-02 5.44586918e-02 -1.40666989e-01 2.81552519e-01
6.38119551e-02 1.68037990e-01]
[ 3.58035549e-01 3.54635514e-01 -7.90669198e-02 3.20987015e-01
-9.10925888e-01 -2.90354602e-01 -5.01023761e-01 1.78064613e-01
3.94331197e-01 -1.52310771e-02]
[ 4.76166257e-02 1.29297278e-01 2.53518908e-01 2.48475544e-01
-5.96816525e-02 -1.96435888e-01 -1.77400649e-01 -1.33005051e-01
-1.38930886e-01 -2.89378145e-01]
[ 1.77571145e-02 -8.33711156e-02 -1.21366484e-01 -6.31614126e-02
2.38320957e-01 4.23458062e-02 4.08568535e-03 -1.85588055e-01
2.60433991e-02 1.98054591e-01]
[ -4.59600348e-03 -6.42476862e-02 -6.95493429e-02 -6.06424400e-02
-3.36736625e-03 -1.75525116e-01 9.53675706e-02 9.12094217e-03
2.93531477e-02 -5.09295459e-03]
[ 3.45378887e-02 9.74023924e-02 2.45868236e-01 8.12056183e-02
-2.52190408e-01 -1.38368862e-01 8.59244969e-02 4.00175439e-02
-1.80385254e-01 1.12746103e-01]
[ 7.46168064e-02 4.79034199e-02 1.07978709e-01 9.33247101e-03
-2.48566928e-01 6.71980849e-02 4.60307550e-02 -2.70932649e-01
-1.60749672e-02 -8.60471426e-02]
[ -7.23488212e-03 1.11126135e-01 8.56552471e-02 -2.72389527e-02
-6.58102182e-02 1.78803777e-01 8.04178987e-02 1.18447380e-01
-1.91156356e-02 1.75003003e-01]
[ 2.27906677e-01 9.53282212e-02 3.08950785e-02 8.82343319e-02
-8.45388419e-04 -2.62984954e-02 -1.97267571e-01 1.48953903e-01
-4.85752518e-02 -1.24192298e-02]
[ 4.80473373e-02 2.41775675e-02 1.88951828e-02 4.78121987e-02
-4.42350290e-01 -1.25135964e-01 -2.28346268e-01 4.15116295e-02
1.23615599e-01 1.98166134e-01]
[ 6.04859510e-02 5.20184479e-01 1.28612180e-01 4.38753616e-01
-1.22784577e+00 -3.06355425e-01 -5.98033706e-01 -7.07246647e-02
3.02554528e-01 3.47259301e-01]
[ 1.77847026e-01 4.97109793e-01 6.68897550e-02 4.29309869e-01
-9.88738254e-01 -8.32756177e-02 -4.36334742e-01 1.51103173e-01
2.12557651e-01 4.79799132e-01]
[ 2.54731275e-01 3.28081621e-01 2.47701915e-01 1.53765415e-01
-4.82667004e-01 7.89340282e-02 -2.32970824e-01 1.62816675e-01
2.44524235e-01 8.41919927e-02]
[ -7.70604698e-02 2.23228011e-01 2.39934139e-01 1.19596042e-02
-3.79213445e-02 1.31958938e-01 -1.00683662e-01 -1.56270720e-02
-3.61057607e-02 4.56870088e-02]
[ -9.92145569e-02 4.44837469e-03 2.44536371e-02 9.30751248e-02
-5.93590382e-02 1.15773434e-01 2.41540766e-01 1.99303921e-02
-2.74754002e-01 -9.33326879e-02]
[ -2.21808765e-01 -3.38826381e-02 -9.40287139e-02 -3.45032388e-01
1.84724503e-01 1.19359282e-01 1.08467523e-01 1.03262970e-01
-2.07395013e-01 3.20477589e-02]
[ 9.36907983e-03 -4.09508832e-01 -1.28015460e-01 -1.62194400e-01
3.73917841e-01 2.56611588e-02 1.95665419e-01 1.52308536e-01
-1.65998195e-01 -2.23190439e-01]
[ 1.11542104e-01 -2.33932252e-01 -1.56488096e-01 -2.16036876e-02
-4.02590067e-02 -4.67339449e-02 9.90662656e-02 -1.54431036e-01
1.16190815e-01 -1.57531849e-01]
[ -1.12630202e-01 5.05397709e-02 2.66382336e-01 1.30728326e-03
1.48228055e-01 7.77701472e-02 5.14939601e-02 -2.96684299e-01
-1.06217099e-01 -5.23737029e-02]
[ -3.41633112e-01 1.72323366e-02 1.72504196e-02 -1.68383113e-02
1.42131751e-01 -1.77756924e-01 8.95149004e-03 2.34868773e-01
-7.75561189e-02 8.38482389e-02]
[ 1.44692354e-01 -6.46609913e-03 -2.33594478e-01 -7.96964420e-02
1.19051833e-01 -2.99320667e-01 8.87471303e-02 -1.67207921e-01
2.28445397e-03 -1.86616784e-01]
[ 2.10425486e-01 -2.05792169e-01 6.40364510e-02 -2.47555931e-02
1.05114890e-01 -3.65867622e-02 5.79004856e-02 -1.36992643e-01
1.11244518e-01 -1.79522500e-01]
[ -1.03413388e-01 -7.80269730e-02 1.22179585e-01 1.11583287e-01
2.69625696e-02 -1.15238455e-01 2.54797484e-01 -7.80014321e-02
1.84193606e-01 -6.71538792e-04]
[ -2.74420897e-02 -2.09712182e-01 1.88758958e-01 -2.84576239e-01
-1.44872592e-01 1.26400410e-01 1.02269597e-01 -1.21011374e-01
-6.92786724e-04 1.94292960e-01]]
[[ 0.63718555]
[ 1.72216118]
[ 0.25443504]
[ 0.89935173]
[-2.75641633]
[-0.2596632 ]
[-1.71972591]
[ 0.08261851]
[ 0.70668135]
[ 0.8965379 ]]
Progress: 42.9% ... Training loss: 0.271 ... Validation loss: 0.440[[ 1.63069399e-01 2.48930254e-01 -1.04508462e-01 1.07371588e-01
-5.07245074e-01 -7.09801932e-02 -8.11945566e-02 1.20834038e-01
-5.51808890e-02 1.98097333e-01]
[ 1.55369725e-02 1.49729449e-01 -1.85354860e-02 4.90539006e-02
7.38420544e-02 -7.72736504e-03 3.13335520e-01 4.13634834e-02
1.44168027e-01 -2.53948458e-02]
[ 1.93812801e-01 7.76795959e-01 1.05148628e-02 -5.41445000e-02
6.90159221e-01 -2.02602787e-02 -9.03122416e-01 -4.13881018e-02
4.99326544e-02 2.82028875e-01]
[ 4.99116785e-02 -3.81135903e-01 -1.95569966e-01 1.83597219e-01
-7.36006081e-03 1.28467615e-01 2.09032938e-01 6.42529541e-02
1.28129850e-01 2.89324706e-01]
[ -2.69554300e-02 7.23258067e-02 -1.50989283e-01 3.49095639e-02
-4.62967481e-02 -1.79395704e-01 8.09952069e-02 -1.18303360e-01
-1.99552130e-01 -5.18348836e-02]
[ -3.91759736e-01 -6.55131004e-01 -2.99719227e-01 1.56457962e-01
-1.29269101e-01 4.03418204e-02 3.56403154e-01 -3.89270105e-02
-2.55740042e-02 -2.52334358e-02]
[ -3.25974067e-03 -2.34368492e-01 1.01801669e-02 9.26682376e-02
-2.03330459e-02 -7.20752688e-02 1.77246084e-01 -1.90934727e-01
1.98553644e-01 3.85454383e-02]
[ 1.07902250e-01 -2.66005731e-01 3.16625768e-02 -7.62928990e-02
1.66411993e-02 -4.76289492e-02 7.99931987e-02 1.17948320e-01
7.73290999e-02 -2.45132416e-02]
[ -1.80820462e-01 -1.75909110e-01 -3.04564206e-01 -2.73242982e-02
-1.56168979e-02 7.07172978e-02 -1.03913821e-01 -3.00715252e-02
2.60889057e-01 -1.39690087e-01]
[ 3.31119588e-02 -4.23886699e-01 7.82587564e-02 -5.33041044e-03
-1.70854086e-01 -1.10678641e-01 2.18198031e-01 -1.08877435e-01
7.74445542e-04 7.24530261e-02]
[ -7.92083915e-02 -9.44646635e-02 4.37352585e-03 -1.31082240e-01
-8.09953640e-02 1.21988549e-02 2.07737776e-01 -1.02224950e-01
-1.71445303e-03 -1.12076860e-01]
[ -1.26906765e-01 -2.15358488e-01 -7.18276777e-02 4.96892944e-04
3.66895687e-01 1.02131916e-01 1.68420764e-01 -1.67640554e-02
-1.72901090e-01 -2.17367504e-01]
[ -1.58091168e-01 2.91093349e-03 6.13786151e-02 2.01911800e-02
-1.69852711e-01 -2.19190235e-01 -1.75706676e-01 -1.97170577e-01
8.54595130e-02 1.72236365e-01]
[ -2.79027851e-01 -3.41531032e-01 9.68009408e-02 2.20689670e-01
-1.34143801e-01 -6.61700356e-02 9.42990546e-02 -2.60411098e-01
-2.68680698e-01 -8.29113297e-02]
[ 9.73037789e-02 -2.03829062e-01 -2.41668602e-02 1.11867340e-01
-5.04825273e-02 -8.70668297e-02 2.54721893e-01 2.23506035e-03
2.19401504e-02 -2.23202272e-03]
[ 4.39097662e-02 -9.93701609e-02 -2.07972848e-01 1.61027103e-01
-9.43790173e-02 7.91220207e-02 -4.44990334e-02 -1.91282860e-02
-8.04756197e-02 5.85846773e-03]
[ -1.14702030e-01 -7.40083269e-02 -1.99593863e-01 1.65610842e-01
-1.20501474e-02 1.31295792e-01 1.04934855e-03 -2.49838300e-01
7.89325072e-02 -1.87217807e-01]
[ -6.51425767e-02 -4.45988804e-02 2.77077823e-01 1.05124121e-01
1.05079586e-01 -6.27489942e-02 -1.22232739e-01 1.20990963e-01
7.88183286e-02 4.20203158e-02]
[ 6.23557517e-02 -9.91028632e-03 8.92281485e-02 9.30982025e-02
2.14977111e-02 -1.79645502e-02 2.02249777e-01 1.20609015e-01
-2.30445470e-02 -5.46654958e-02]
[ 6.28153283e-03 -1.52340538e-01 -2.93580380e-01 -5.72838095e-02
1.34171883e-01 -9.12298267e-02 1.43140808e-01 1.62427664e-01
1.03780294e-01 -3.50672636e-02]
[ 5.19827665e-02 -2.76845119e-02 -1.14690355e-01 5.08364649e-02
-1.29041098e-01 3.19441243e-01 2.64149016e-01 2.04890791e-01
-1.55067331e-01 -5.43449430e-02]
[ 1.73845394e-03 -1.05138846e-02 1.22577185e-01 1.05943065e-01
1.03238804e-02 1.05560765e-01 -1.02600744e-01 -4.19151633e-02
2.15580224e-01 8.05063995e-02]
[ 1.14375319e-01 8.25513284e-02 -4.30270435e-02 -9.20178393e-02
-1.13501744e-01 -3.31695820e-01 1.14813145e-01 8.94286350e-03
1.48131009e-01 9.49421536e-02]
[ -1.02513786e-01 -4.46475904e-02 -1.58979915e-02 2.25131578e-02
-1.21865894e-02 -2.04463192e-01 -6.24942885e-02 -2.01393426e-02
1.71668124e-02 1.26932205e-01]
[ -1.64552132e-01 -1.31720960e-01 -2.05089882e-01 -2.73240140e-02
-2.76686250e-01 2.48617588e-03 6.32192110e-02 -2.59036733e-02
-1.49597699e-02 3.49171012e-02]
[ -3.11393320e-02 -1.27809438e-01 -7.51977113e-02 -1.26929101e-01
5.29158528e-01 2.75837082e-01 5.95524358e-01 1.12990327e-01
-1.81906526e-01 -3.79644174e-01]
[ -1.97085837e-02 -4.40021718e-01 -3.16810065e-02 -7.61871980e-02
6.67994508e-01 1.01414139e-01 5.68027373e-01 9.11013554e-02
2.75882995e-02 -3.90704509e-01]
[ 1.03487065e-02 -4.90407389e-01 -4.38350350e-02 -1.07323040e-01
6.77363699e-01 2.32277960e-02 5.29442192e-01 4.85359316e-02
-3.64575868e-01 -2.20601313e-01]
[ -1.75893255e-01 -6.35786306e-01 -1.12900955e-02 -2.08189037e-01
7.85707272e-01 -8.97287033e-02 6.59630453e-01 -8.34779848e-02
-7.13099797e-02 8.12626370e-02]
[ -3.01720946e-01 -4.56255833e-01 5.37719248e-02 -5.27395784e-02
9.23859173e-01 1.43412052e-01 4.69071542e-01 4.70509618e-02
-9.28310041e-02 -1.41111839e-01]
[ -2.11391382e-01 -3.41051917e-01 2.49913626e-01 -2.47743616e-01
6.79939187e-01 -4.32926392e-02 7.23144310e-01 1.25293322e-02
-2.61099655e-01 -3.16778868e-02]
[ -1.36988126e-01 -2.43628724e-01 -1.83269427e-01 -1.08764808e-01
5.08511451e-01 -2.28071863e-01 1.98917307e-01 1.68132841e-01
-1.47225769e-02 -1.25803500e-01]
[ 1.00754976e-01 2.39648562e-01 1.59386142e-01 -1.06558017e-01
-5.95287507e-02 5.46193073e-02 -1.39712827e-01 2.81503430e-01
6.33727914e-02 1.67455667e-01]
[ 3.57384490e-01 3.53260242e-01 -7.93599996e-02 3.20037525e-01
-9.09811161e-01 -2.90039691e-01 -4.99522751e-01 1.77973241e-01
3.93748323e-01 -1.62336002e-02]
[ 4.78114259e-02 1.29549028e-01 2.53610302e-01 2.48744220e-01
-6.02949991e-02 -1.96533136e-01 -1.77796264e-01 -1.32976893e-01
-1.38701781e-01 -2.89094269e-01]
[ 1.73118909e-02 -8.44691658e-02 -1.21546779e-01 -6.37774415e-02
2.39649174e-01 4.25312268e-02 4.95682550e-03 -1.85644265e-01
2.55553011e-02 1.97479618e-01]
[ -4.45847197e-03 -6.44194186e-02 -6.94837279e-02 -6.04015477e-02
-3.34434725e-03 -1.75598000e-01 9.53785486e-02 9.14319144e-03
2.95332431e-02 -4.85223823e-03]
[ 3.38509980e-02 9.57203158e-02 2.45610192e-01 8.02327952e-02
-2.49643471e-01 -1.38093021e-01 8.75577849e-02 3.99288743e-02
-1.81162229e-01 1.11811613e-01]
[ 7.56123726e-02 5.07830612e-02 1.08365868e-01 1.07891062e-02
-2.52749295e-01 6.67734406e-02 4.34059361e-02 -2.70805865e-01
-1.49512022e-02 -8.45694731e-02]
[ -7.88854879e-03 1.09421609e-01 8.53840256e-02 -2.82146763e-02
-6.32332528e-02 1.79077819e-01 8.20747822e-02 1.18359064e-01
-1.98704611e-02 1.74053759e-01]
[ 2.27851806e-01 9.52381483e-02 3.08755944e-02 8.81468490e-02
-9.13331276e-04 -2.62796743e-02 -1.97295004e-01 1.48946452e-01
-4.86477208e-02 -1.25277439e-02]
[ 4.78573474e-02 2.36589978e-02 1.88223653e-02 4.75393380e-02
-4.41710917e-01 -1.25055685e-01 -2.27817481e-01 4.14875532e-02
1.23422584e-01 1.97912428e-01]
[ 6.08116905e-02 5.20807472e-01 1.28736920e-01 4.39256012e-01
-1.22897455e+00 -3.06470556e-01 -5.98615202e-01 -7.06803547e-02
3.02917900e-01 3.47741596e-01]
[ 1.77565265e-01 4.96357174e-01 6.67767614e-02 4.28921288e-01
-9.88176298e-01 -8.31592891e-02 -4.35563122e-01 1.51066438e-01
2.12239353e-01 4.79434864e-01]
[ 2.54829122e-01 3.28634479e-01 2.47747514e-01 1.53925725e-01
-4.83460800e-01 7.88890714e-02 -2.33499670e-01 1.62834094e-01
2.44639311e-01 8.42901438e-02]
[ -7.71172913e-02 2.23077641e-01 2.39912981e-01 1.18788247e-02
-3.76784980e-02 1.31982003e-01 -1.00530469e-01 -1.56343055e-02
-3.61668424e-02 4.56078249e-02]
[ -9.93413565e-02 4.18088251e-03 2.44020285e-02 9.29068478e-02
-5.90079760e-02 1.15826788e-01 2.41780453e-01 1.99138825e-02
-2.74900964e-01 -9.34925129e-02]
[ -2.21924977e-01 -3.41265195e-02 -9.40842845e-02 -3.45224049e-01
1.85137498e-01 1.19414490e-01 1.08700786e-01 1.03245570e-01
-2.07538602e-01 3.18579758e-02]
[ 9.37312603e-03 -4.09344258e-01 -1.28011532e-01 -1.62200896e-01
3.73771221e-01 2.56646815e-02 1.95442158e-01 1.52307826e-01
-1.65992222e-01 -2.23175399e-01]
[ 1.10886436e-01 -2.35611884e-01 -1.56789175e-01 -2.26261593e-02
-3.81734743e-02 -4.64481862e-02 1.01143586e-01 -1.54528183e-01
1.15514798e-01 -1.58484716e-01]
[ -1.14247886e-01 4.65742713e-02 2.65749839e-01 -9.97067936e-04
1.54145780e-01 7.84326273e-02 5.51799488e-02 -2.96893590e-01
-1.08027086e-01 -5.46212175e-02]
[ -3.41516560e-01 1.71659470e-02 1.72882078e-02 -1.67455200e-02
1.41864657e-01 -1.77825573e-01 8.82311883e-03 2.34883878e-01
-7.74187269e-02 8.39961572e-02]
[ 1.44917073e-01 -5.84342700e-03 -2.33459590e-01 -7.92367687e-02
1.17622674e-01 -2.99401485e-01 8.81851035e-02 -1.67165727e-01
2.63827820e-03 -1.86147451e-01]
[ 2.10206720e-01 -2.06802307e-01 6.39270168e-02 -2.50764347e-02
1.06167143e-01 -3.64694646e-02 5.89449333e-02 -1.37022775e-01
1.10973142e-01 -1.79861346e-01]
[ -1.03185897e-01 -7.79354723e-02 1.22268581e-01 1.11879043e-01
2.57269212e-02 -1.15314299e-01 2.54568334e-01 -7.79713743e-02
1.84406278e-01 -4.12779734e-04]
[ -2.84129662e-02 -2.11512875e-01 1.88375698e-01 -2.85860038e-01
-1.43396888e-01 1.26774086e-01 1.03717003e-01 -1.21139007e-01
-1.67358901e-03 1.93003392e-01]]
[[ 0.62740925]
[ 1.71325073]
[ 0.24441419]
[ 0.89038138]
[-2.76616502]
[-0.26684399]
[-1.72876921]
[ 0.07561506]
[ 0.69765036]
[ 0.88714697]]
Progress: 43.0% ... Training loss: 0.267 ... Validation loss: 0.443[[ 1.62055536e-01 2.47259815e-01 -1.04776003e-01 1.06292857e-01
-5.04098179e-01 -7.05249498e-02 -7.92112594e-02 1.20713546e-01
-5.62003871e-02 1.96709760e-01]
[ 1.52106203e-02 1.48985330e-01 -1.86810980e-02 4.85223549e-02
7.56013165e-02 -7.62507769e-03 3.14485354e-01 4.13169302e-02
1.43759769e-01 -2.58984408e-02]
[ 1.92168557e-01 7.71932694e-01 9.81657886e-03 -5.70096451e-02
7.01383087e-01 -1.96310483e-02 -8.99783690e-01 -4.15852312e-02
4.83039323e-02 2.79701576e-01]
[ 4.67636898e-02 -3.89213156e-01 -1.96648972e-01 1.79782434e-01
-1.67848761e-03 1.29874547e-01 2.17028770e-01 6.39058756e-02
1.24957161e-01 2.85176200e-01]
[ -3.05554955e-02 6.47291069e-02 -1.52085887e-01 3.07525274e-02
-3.60602403e-02 -1.78123390e-01 8.98621589e-02 -1.18664251e-01
-2.03694794e-01 -5.66239622e-02]
[ -3.92367805e-01 -6.55759678e-01 -2.99981986e-01 1.55666502e-01
-1.28055399e-01 4.06093031e-02 3.57713717e-01 -3.90075500e-02
-2.63628979e-02 -2.61131747e-02]
[ -3.78747794e-03 -2.35640909e-01 1.01301546e-02 9.24128580e-02
-2.01049068e-02 -7.18436485e-02 1.78444151e-01 -1.90966219e-01
1.98081164e-01 3.79694809e-02]
[ 1.05506608e-01 -2.72228157e-01 3.06472752e-02 -7.99198592e-02
2.66158436e-02 -4.65908876e-02 8.57685094e-02 1.17639556e-01
7.46658777e-02 -2.80284607e-02]
[ -1.81203947e-01 -1.77690201e-01 -3.04678778e-01 -2.77520250e-02
-1.42047526e-02 7.08644152e-02 -1.02313935e-01 -3.01088618e-02
2.60582168e-01 -1.40176806e-01]
[ 3.20432587e-02 -4.26701287e-01 7.77856064e-02 -7.02849835e-03
-1.64199433e-01 -1.10182545e-01 2.20786451e-01 -1.09024571e-01
-4.70322101e-04 7.08961628e-02]
[ -7.94416924e-02 -9.50046077e-02 4.27532039e-03 -1.31373619e-01
-8.12787191e-02 1.22943911e-02 2.08302941e-01 -1.02247034e-01
-1.98681228e-03 -1.12360027e-01]
[ -1.29314199e-01 -2.21613716e-01 -7.26047606e-02 -2.37203562e-03
3.73124466e-01 1.03121673e-01 1.74725828e-01 -1.70243878e-02
-1.75346879e-01 -2.20676142e-01]
[ -1.58296666e-01 2.61608523e-03 6.12844086e-02 1.99480485e-02
-1.69624156e-01 -2.19087343e-01 -1.75281500e-01 -1.97199158e-01
8.51909440e-02 1.71927399e-01]
[ -2.79725410e-01 -3.42196701e-01 9.64935655e-02 2.19708112e-01
-1.32986144e-01 -6.58444862e-02 9.52405806e-02 -2.60504744e-01
-2.69565594e-01 -8.39003053e-02]
[ 9.75217130e-02 -2.03572012e-01 -2.40739040e-02 1.12217757e-01
-5.09441595e-02 -8.71884958e-02 2.54812060e-01 2.26395170e-03
2.22030656e-02 -1.92236132e-03]
[ 4.34885893e-02 -1.00329959e-01 -2.08135383e-01 1.60452528e-01
-9.26337088e-02 7.93068643e-02 -4.34427289e-02 -1.91795033e-02
-8.09704990e-02 5.24227188e-03]
[ -1.15699991e-01 -7.67495064e-02 -1.99873337e-01 1.64626319e-01
-9.76843039e-03 1.31734384e-01 3.73005722e-03 -2.49942722e-01
7.78321304e-02 -1.88587489e-01]
[ -6.54098407e-02 -4.51896924e-02 2.76992352e-01 1.04805462e-01
1.05654523e-01 -6.26424063e-02 -1.21583887e-01 1.20964319e-01
7.85784526e-02 4.17680400e-02]
[ 6.33471631e-02 -7.22019433e-03 8.96411299e-02 9.45012147e-02
1.78236882e-02 -1.83813625e-02 1.99457722e-01 1.20738912e-01
-2.18958599e-02 -5.32567822e-02]
[ 6.28962414e-03 -1.51604086e-01 -2.93597209e-01 -5.73374850e-02
1.33630665e-01 -9.12902609e-02 1.42216574e-01 1.62421413e-01
1.03664242e-01 -3.51610074e-02]
[ 5.12826487e-02 -2.99365748e-02 -1.14968590e-01 4.98585139e-02
-1.26157247e-01 3.19750704e-01 2.66422946e-01 2.04809670e-01
-1.55835988e-01 -5.53315017e-02]
[ 3.12657109e-04 -1.45863939e-02 1.21965690e-01 1.03745020e-01
1.72382899e-02 1.06238910e-01 -9.87599052e-02 -4.21044794e-02
2.14108359e-01 7.84453757e-02]
[ 1.13733635e-01 8.05386201e-02 -4.32387823e-02 -9.28384628e-02
-1.11390457e-01 -3.31421749e-01 1.16664960e-01 8.87264949e-03
1.47529262e-01 9.41092002e-02]
[ -1.02511630e-01 -4.47910881e-02 -1.58977355e-02 2.25375515e-02
-1.23358417e-02 -2.04487018e-01 -6.24452807e-02 -2.01361491e-02
1.71747264e-02 1.26970702e-01]
[ -1.64535098e-01 -1.31870925e-01 -2.05085567e-01 -2.72937546e-02
-2.76700661e-01 2.47594674e-03 6.33861750e-02 -2.59009579e-02
-1.49324206e-02 3.49040044e-02]
[ -3.09198086e-02 -1.27396653e-01 -7.51103103e-02 -1.26595978e-01
5.28257064e-01 2.75741604e-01 5.95144815e-01 1.13018066e-01
-1.81645949e-01 -3.79361875e-01]
[ -1.97445952e-02 -4.39971054e-01 -3.16994237e-02 -7.62378641e-02
6.68154829e-01 1.01435135e-01 5.68050096e-01 9.10952420e-02
2.75518633e-02 -3.90766713e-01]
[ 1.05719035e-02 -4.90008970e-01 -4.37410094e-02 -1.06975178e-01
6.76409222e-01 2.31239429e-02 5.28954749e-01 4.85658060e-02
-3.64304789e-01 -2.20258689e-01]
[ -1.76014850e-01 -6.36199465e-01 -1.13331906e-02 -2.08351940e-01
7.86241394e-01 -8.96801781e-02 6.60069752e-01 -8.34918460e-02
-7.14563914e-02 8.11108190e-02]
[ -3.01606753e-01 -4.56180099e-01 5.38161669e-02 -5.25863292e-02
9.23281635e-01 1.43360056e-01 4.68920517e-01 4.70659551e-02
-9.26928804e-02 -1.40934298e-01]
[ -2.11523755e-01 -3.41495274e-01 2.49861808e-01 -2.47905750e-01
6.80397355e-01 -4.32377743e-02 7.23573221e-01 1.25139231e-02
-2.61239677e-01 -3.18150952e-02]
[ -1.37093258e-01 -2.43852848e-01 -1.83316770e-01 -1.08926851e-01
5.08555685e-01 -2.28018430e-01 1.99098242e-01 1.68116903e-01
-1.48521346e-02 -1.26010931e-01]
[ 1.00616398e-01 2.39039723e-01 1.59311756e-01 -1.06828001e-01
-5.85972727e-02 5.46973153e-02 -1.39189011e-01 2.81486826e-01
6.31070538e-02 1.67200798e-01]
[ 3.55865025e-01 3.49836645e-01 -7.99110388e-02 3.18009646e-01
-9.04553763e-01 -2.89359383e-01 -4.96088699e-01 1.77797079e-01
3.92386019e-01 -1.82702841e-02]
[ 4.79398638e-02 1.30049274e-01 2.53657148e-01 2.48926837e-01
-6.08834682e-02 -1.96582118e-01 -1.78270493e-01 -1.32961839e-01
-1.38557102e-01 -2.88926139e-01]
[ 1.67270709e-02 -8.59641766e-02 -1.21771414e-01 -6.46089061e-02
2.41873097e-01 4.27809272e-02 6.43877656e-03 -1.85712676e-01
2.49140076e-02 1.96687553e-01]
[ -3.94572627e-03 -6.31253693e-02 -6.92967480e-02 -5.96688138e-02
-5.68971085e-03 -1.75814807e-01 9.39626682e-02 9.20414129e-03
3.00264800e-02 -4.14990314e-03]
[ 3.35945277e-02 9.50805747e-02 2.45510403e-01 7.98725974e-02
-2.48501815e-01 -1.37983446e-01 8.82545591e-02 3.98988587e-02
-1.81442058e-01 1.11490310e-01]
[ 7.56891635e-02 5.08754914e-02 1.08401810e-01 1.09073681e-02
-2.52589853e-01 6.67397502e-02 4.35706179e-02 -2.70798036e-01
-1.48653625e-02 -8.44620811e-02]
[ -8.30234495e-03 1.08399986e-01 8.52142005e-02 -2.88241842e-02
-6.16427979e-02 1.79264369e-01 8.30390901e-02 1.18306181e-01
-2.03618277e-02 1.73432121e-01]
[ 2.27191949e-01 9.37697773e-02 3.06122115e-02 8.71822301e-02
1.58057213e-03 -2.59996418e-02 -1.95863385e-01 1.48868305e-01
-4.93804214e-02 -1.34640973e-02]
[ 4.75087832e-02 2.27761587e-02 1.86848935e-02 4.70511457e-02
-4.39928737e-01 -1.24926298e-01 -2.26982303e-01 4.14452469e-02
1.23021646e-01 1.97425958e-01]
[ 6.00455267e-02 5.18799461e-01 1.28494371e-01 4.38301689e-01
-1.22690648e+00 -3.06193103e-01 -5.96347893e-01 -7.07620736e-02
3.02089143e-01 3.46664372e-01]
[ 1.77184106e-01 4.95530684e-01 6.66583012e-02 4.28602445e-01
-9.87426352e-01 -8.29488127e-02 -4.34968275e-01 1.51013332e-01
2.11768205e-01 4.78915278e-01]
[ 2.54586143e-01 3.28156814e-01 2.47643719e-01 1.53582229e-01
-4.82646315e-01 7.89753889e-02 -2.33000201e-01 1.62805583e-01
2.44356875e-01 8.39316362e-02]
[ -7.70456033e-02 2.23230302e-01 2.39940642e-01 1.19790152e-02
-3.78815769e-02 1.31954795e-01 -1.00658298e-01 -1.56261371e-02
-3.60946247e-02 4.57046500e-02]
[ -9.91977778e-02 4.52702505e-03 2.44648885e-02 9.31305429e-02
-5.96525733e-02 1.15758968e-01 2.41500396e-01 1.99335947e-02
-2.74736975e-01 -9.32638317e-02]
[ -2.21801461e-01 -3.38260492e-02 -9.40356786e-02 -3.45054808e-01
1.84544871e-01 1.19358209e-01 1.08413142e-01 1.03260372e-01
-2.07397005e-01 3.19979504e-02]
[ 9.55148604e-03 -4.08939640e-01 -1.27942737e-01 -1.61957144e-01
3.72997678e-01 2.55854513e-02 1.94963765e-01 1.52329760e-01
-1.65786107e-01 -2.22915472e-01]
[ 1.08426969e-01 -2.41922905e-01 -1.57723801e-01 -2.59176742e-02
-3.11709474e-02 -4.53689177e-02 1.07236532e-01 -1.54838265e-01
1.12783337e-01 -1.62032147e-01]
[ -1.14463115e-01 4.62851434e-02 2.65644466e-01 -1.28972517e-03
1.54703678e-01 7.85488106e-02 5.58803264e-02 -2.96924373e-01
-1.08379167e-01 -5.49894124e-02]
[ -3.42276604e-01 1.51348437e-02 1.70239150e-02 -1.77702218e-02
1.44941340e-01 -1.77507527e-01 1.06736927e-02 2.34807006e-01
-7.80700333e-02 8.29903627e-02]
[ 1.45323385e-01 -4.49227243e-03 -2.33313978e-01 -7.87121973e-02
1.16718394e-01 -2.99570444e-01 8.66775711e-02 -1.67125557e-01
3.00666566e-03 -1.85632551e-01]
[ 2.10302486e-01 -2.07140060e-01 6.40123493e-02 -2.48174241e-02
1.06099179e-01 -3.65373090e-02 5.91638422e-02 -1.36993013e-01
1.11198853e-01 -1.79580892e-01]
[ -1.03808841e-01 -7.92584527e-02 1.22006430e-01 1.10991697e-01
2.75475417e-02 -1.15061128e-01 2.56090294e-01 -7.80507014e-02
1.83690576e-01 -1.36213217e-03]
[ -2.87722948e-02 -2.12476653e-01 1.88268552e-01 -2.86248927e-01
-1.42053741e-01 1.26928502e-01 1.04723596e-01 -1.21170008e-01
-2.04862200e-03 1.92621177e-01]]
[[ 0.61330679]
[ 1.70196461]
[ 0.23380486]
[ 0.87414451]
[-2.77621727]
[-0.27844165]
[-1.74055214]
[ 0.06347935]
[ 0.68246092]
[ 0.87155203]]
Progress: 43.0% ... Training loss: 0.275 ... Validation loss: 0.454[[ 1.65121903e-01 2.55689249e-01 -1.03581248e-01 1.10859443e-01
-5.16968790e-01 -7.18310601e-02 -8.79996910e-02 1.21041226e-01
-5.25849638e-02 2.01274634e-01]
[ 1.54563274e-02 1.49432304e-01 -1.86013329e-02 4.88833854e-02
7.40684060e-02 -7.73244198e-03 3.13688641e-01 4.13415325e-02
1.44018116e-01 -2.56050402e-02]
[ 1.94309622e-01 7.77473956e-01 1.06611282e-02 -5.36763919e-02
6.91423189e-01 -2.07095682e-02 -9.06192717e-01 -4.13380723e-02
5.08413936e-02 2.83207600e-01]
[ 4.50964656e-02 -3.94233048e-01 -1.97197290e-01 1.77618760e-01
1.96884597e-03 1.30527675e-01 2.21823902e-01 6.37240409e-02
1.22980066e-01 2.82525587e-01]
[ -3.04007757e-02 6.56455557e-02 -1.51974166e-01 3.11060832e-02
-3.67500808e-02 -1.78015040e-01 8.89382805e-02 -1.18640278e-01
-2.03239041e-01 -5.63899831e-02]
[ -3.92572612e-01 -6.56532557e-01 -3.00093606e-01 1.55340966e-01
-1.27588086e-01 4.07205539e-02 3.58336911e-01 -3.90286804e-02
-2.66037060e-02 -2.64562339e-02]
[ -8.61093879e-04 -2.28726833e-01 1.11985842e-02 9.65578721e-02
-3.16567991e-02 -7.30989141e-02 1.71215692e-01 -1.90672699e-01
2.01331526e-01 4.21096936e-02]
[ 1.06690059e-01 -2.69019013e-01 3.11581652e-02 -7.79304898e-02
2.03960633e-02 -4.72004547e-02 8.21801860e-02 1.17780420e-01
7.62168670e-02 -2.61041037e-02]
[ -1.80648671e-01 -1.75769776e-01 -3.04402218e-01 -2.68962811e-02
-1.71524768e-02 7.06378775e-02 -1.04107827e-01 -3.00506815e-02
2.61278191e-01 -1.39348878e-01]
[ 3.50356989e-02 -4.18004989e-01 7.89333808e-02 -2.63849299e-03
-1.77233584e-01 -1.11450979e-01 2.11639303e-01 -1.08710575e-01
2.99578781e-03 7.52408615e-02]
[ -7.78929665e-02 -9.18460149e-02 4.85438259e-03 -1.29077405e-01
-8.81521456e-02 1.15688321e-02 2.04961296e-01 -1.02082132e-01
-2.01776340e-04 -1.10174780e-01]
[ -1.29395061e-01 -2.22197841e-01 -7.25873375e-02 -2.39366346e-03
3.72779960e-01 1.03135547e-01 1.75227140e-01 -1.70318516e-02
-1.75341459e-01 -2.20656649e-01]
[ -1.58296666e-01 2.61608523e-03 6.12844086e-02 1.99480485e-02
-1.69624156e-01 -2.19087343e-01 -1.75281500e-01 -1.97199158e-01
8.51909440e-02 1.71927399e-01]
[ -2.79720557e-01 -3.42337752e-01 9.65003131e-02 2.19771360e-01
-1.33540390e-01 -6.58583995e-02 9.53171175e-02 -2.60501343e-01
-2.69558746e-01 -8.39232188e-02]
[ 9.75062248e-02 -2.03359583e-01 -2.40866686e-02 1.12161898e-01
-5.04079174e-02 -8.71625933e-02 2.54694351e-01 2.26111279e-03
2.21553111e-02 -2.02065070e-03]
[ 4.39121607e-02 -9.94900001e-02 -2.08001312e-01 1.61038372e-01
-9.34355456e-02 7.91593745e-02 -4.44561085e-02 -1.91336454e-02
-8.04115134e-02 5.94274646e-03]
[ -1.14465812e-01 -7.42082304e-02 -1.99406055e-01 1.66370427e-01
-1.46042073e-02 1.31185565e-01 1.17174048e-03 -2.49819315e-01
7.92085634e-02 -1.86876554e-01]
[ -6.44758438e-02 -4.29241780e-02 2.77328221e-01 1.06180344e-01
1.01076204e-01 -6.30543771e-02 -1.24072770e-01 1.21057261e-01
7.96173413e-02 4.31086523e-02]
[ 6.40758518e-02 -5.31988208e-03 8.99030732e-02 9.55302720e-02
1.50897019e-02 -1.87240744e-02 1.97552588e-01 1.20811794e-01
-2.11052772e-02 -5.21995221e-02]
[ 6.57338536e-03 -1.50723490e-01 -2.93458289e-01 -5.67887023e-02
1.31283184e-01 -9.14395299e-02 1.41197259e-01 1.62463835e-01
1.04109167e-01 -3.46235851e-02]
[ 5.16356345e-02 -2.88240681e-02 -1.14810440e-01 5.04708121e-02
-1.28027130e-01 3.19556760e-01 2.65325809e-01 2.04851048e-01
-1.55365053e-01 -5.47154289e-02]
[ 1.02560271e-03 -1.26897807e-02 1.22236907e-01 1.04770404e-01
1.43227957e-02 1.05913918e-01 -1.00869660e-01 -4.20307354e-02
2.14892619e-01 7.94267558e-02]
[ 1.13686092e-01 8.09160126e-02 -4.32389141e-02 -9.29459532e-02
-1.11597356e-01 -3.31362311e-01 1.16413486e-01 8.86555860e-03
1.47506367e-01 9.40371888e-02]
[ -1.02442176e-01 -4.48531006e-02 -1.58678685e-02 2.26633049e-02
-1.26485467e-02 -2.04525966e-01 -6.25296336e-02 -2.01274866e-02
1.72819005e-02 1.27096396e-01]
[ -1.64756197e-01 -1.32423694e-01 -2.05132478e-01 -2.75751711e-02
-2.76332359e-01 2.58254434e-03 6.39676124e-02 -2.59242900e-02
-1.51842369e-02 3.45768057e-02]
[ -3.06101039e-02 -1.26925162e-01 -7.49751105e-02 -1.26091557e-01
5.26762559e-01 2.75580729e-01 5.94760013e-01 1.13053877e-01
-1.81263044e-01 -3.78912344e-01]
[ -1.91483077e-02 -4.38770482e-01 -3.14753200e-02 -7.54065772e-02
6.66193755e-01 1.01167607e-01 5.66613609e-01 9.11549476e-02
2.81814304e-02 -3.89928147e-01]
[ 1.04113594e-02 -4.90405702e-01 -4.38062489e-02 -1.07206984e-01
6.77017219e-01 2.31990403e-02 5.29415038e-01 4.85498711e-02
-3.64485602e-01 -2.20453134e-01]
[ -1.75888516e-01 -6.36301349e-01 -1.12848573e-02 -2.08135276e-01
7.85800624e-01 -8.97507651e-02 6.59972114e-01 -8.34766661e-02
-7.12975631e-02 8.13286304e-02]
[ -3.01649488e-01 -4.56525382e-01 5.38010216e-02 -5.26510623e-02
9.23214901e-01 1.43378458e-01 4.69247945e-01 4.70615417e-02
-9.27340108e-02 -1.40995709e-01]
[ -2.11750918e-01 -3.41961093e-01 2.49774215e-01 -2.48227607e-01
6.81525551e-01 -4.31393539e-02 7.24070388e-01 1.24901914e-02
-2.61467862e-01 -3.21357720e-02]
[ -1.37096739e-01 -2.43633974e-01 -1.83324091e-01 -1.08935198e-01
5.08218158e-01 -2.28001650e-01 1.98944204e-01 1.68112135e-01
-1.48585125e-02 -1.26064799e-01]
[ 1.01222982e-01 2.41029592e-01 1.59553283e-01 -1.05938034e-01
-6.16856492e-02 5.44472407e-02 -1.41175773e-01 2.81551793e-01
6.38348665e-02 1.68035297e-01]
[ 3.56194786e-01 3.50952763e-01 -7.97716754e-02 3.18476758e-01
-9.04983461e-01 -2.89461055e-01 -4.97121021e-01 1.77833090e-01
3.92806883e-01 -1.78154453e-02]
[ 4.79037917e-02 1.30034868e-01 2.53643036e-01 2.48878990e-01
-6.08378193e-02 -1.96564653e-01 -1.78237336e-01 -1.32965681e-01
-1.38598372e-01 -2.88978739e-01]
[ 1.71544215e-02 -8.48667922e-02 -1.21619532e-01 -6.40408944e-02
2.40161272e-01 4.25914697e-02 5.15626089e-03 -1.85675863e-01
2.53279941e-02 1.97264144e-01]
[ -3.82652651e-03 -6.28548442e-02 -6.92516201e-02 -5.95296404e-02
-6.18874264e-03 -1.75867580e-01 9.36207132e-02 9.21622357e-03
3.01461231e-02 -3.98416803e-03]
[ 3.45674084e-02 9.75681753e-02 2.45871723e-01 8.12583808e-02
-2.52594616e-01 -1.38420982e-01 8.55342688e-02 3.99985002e-02
-1.80363601e-01 1.12927990e-01]
[ 7.56414830e-02 5.08318915e-02 1.08364319e-01 1.07825674e-02
-2.52539025e-01 6.67798587e-02 4.34538929e-02 -2.70808465e-01
-1.49683740e-02 -8.45826250e-02]
[ -8.71392074e-03 1.07517075e-01 8.50566171e-02 -2.94218682e-02
-5.98513011e-02 1.79449910e-01 8.40260933e-02 1.18263161e-01
-2.08346908e-02 1.72863782e-01]
[ 2.27123890e-01 9.38194952e-02 3.05839336e-02 8.70965545e-02
1.87424478e-03 -2.59888854e-02 -1.95843701e-01 1.48862535e-01
-4.94432699e-02 -1.35516157e-02]
[ 4.83054521e-02 2.46888973e-02 1.89846445e-02 4.81822626e-02
-4.43149754e-01 -1.25257361e-01 -2.28911377e-01 4.15274888e-02
1.23905603e-01 1.98542298e-01]
[ 5.99519044e-02 5.18581578e-01 1.28452255e-01 4.38181803e-01
-1.22683053e+00 -3.06148957e-01 -5.96184492e-01 -7.07716556e-02
3.01971290e-01 3.46508650e-01]
[ 1.76687523e-01 4.94301478e-01 6.65067974e-02 4.27967379e-01
-9.85625946e-01 -8.27071375e-02 -4.33477502e-01 1.50963728e-01
2.11285329e-01 4.78290189e-01]
[ 2.55211831e-01 3.29821644e-01 2.47947769e-01 1.54739471e-01
-4.86338661e-01 7.86236254e-02 -2.34538541e-01 1.62888565e-01
2.45250932e-01 8.50585396e-02]
[ -7.67958420e-02 2.23858450e-01 2.40039317e-01 1.23447150e-02
-3.88614609e-02 1.31839698e-01 -1.01292620e-01 -1.55991303e-02
-3.58156777e-02 4.60752175e-02]
[ -9.92635795e-02 4.59261842e-03 2.44301946e-02 9.30027409e-02
-5.96313016e-02 1.15798746e-01 2.41454519e-01 1.99243978e-02
-2.74802520e-01 -9.33900952e-02]
[ -2.21753568e-01 -3.37297712e-02 -9.40183576e-02 -3.44985404e-01
1.84338396e-01 1.19336265e-01 1.08284598e-01 1.03265417e-01
-2.07343556e-01 3.20662729e-02]
[ 1.04569941e-02 -4.07240890e-01 -1.27624053e-01 -1.60652929e-01
3.69152194e-01 2.51675326e-02 1.92827073e-01 1.52423998e-01
-1.64769241e-01 -2.21656944e-01]
[ 1.09523573e-01 -2.38118801e-01 -1.57304368e-01 -2.42487253e-02
-3.61881280e-02 -4.58849127e-02 1.04031194e-01 -1.54723406e-01
1.14072106e-01 -1.60429469e-01]
[ -1.13968084e-01 4.69505492e-02 2.65835995e-01 -5.27229531e-04
1.52140751e-01 7.83082294e-02 5.47460654e-02 -2.96869675e-01
-1.07808033e-01 -5.43070575e-02]
[ -3.41401982e-01 1.74903008e-02 1.73489937e-02 -1.65695678e-02
1.41824504e-01 -1.77887032e-01 8.06479532e-03 2.34893665e-01
-7.71262962e-02 8.41522419e-02]
[ 1.46075607e-01 -2.63712916e-03 -2.33020891e-01 -7.76076992e-02
1.14338316e-01 -2.99844825e-01 8.47426363e-02 -1.67042601e-01
3.88293188e-03 -1.84542837e-01]
[ 2.10652277e-01 -2.06780441e-01 6.41896828e-02 -2.40926361e-02
1.03603007e-01 -3.67429819e-02 5.85286777e-02 -1.36943791e-01
1.11766562e-01 -1.78888787e-01]
[ -1.03418962e-01 -7.85928972e-02 1.22148455e-01 1.11534741e-01
2.58054877e-02 -1.15238251e-01 2.55366640e-01 -7.80126953e-02
1.84125720e-01 -7.94839878e-04]
[ -2.82701399e-02 -2.10911171e-01 1.88464326e-01 -2.85588764e-01
-1.44990577e-01 1.26741640e-01 1.02978364e-01 -1.21124975e-01
-1.47481575e-03 1.93374592e-01]]
[[ 0.63055105]
[ 1.71731393]
[ 0.2496548 ]
[ 0.88939947]
[-2.76087674]
[-0.26490082]
[-1.72597752]
[ 0.077776 ]
[ 0.69954537]
[ 0.88703779]]
Progress: 43.0% ... Training loss: 0.268 ... Validation loss: 0.442[[ 1.63604533e-01 2.51321885e-01 -1.04177591e-01 1.08584025e-01
-5.11183233e-01 -7.11625933e-02 -8.34750746e-02 1.20862758e-01
-5.42937762e-02 1.99324642e-01]
[ 1.54563274e-02 1.49432304e-01 -1.86013329e-02 4.88833854e-02
7.40684060e-02 -7.73244198e-03 3.13688641e-01 4.13415325e-02
1.44018116e-01 -2.56050402e-02]
[ 1.92348314e-01 7.74340766e-01 9.96086073e-03 -5.64587222e-02
7.02446978e-01 -1.98725096e-02 -9.03233970e-01 -4.15848180e-02
4.86617449e-02 2.80553879e-01]
[ 4.60150108e-02 -3.96156015e-01 -1.96791539e-01 1.79456060e-01
5.63043358e-04 1.30055458e-01 2.22770019e-01 6.38691440e-02
1.24246579e-01 2.84286549e-01]
[ -3.12321970e-02 6.46093203e-02 -1.52319514e-01 3.02123701e-02
-3.58760176e-02 -1.77714715e-01 9.07209468e-02 -1.18731414e-01
-2.03928367e-01 -5.75295702e-02]
[ -3.92571498e-01 -6.57601496e-01 -3.00110125e-01 1.55354121e-01
-1.30461387e-01 4.06983417e-02 3.59380751e-01 -3.90170632e-02
-2.65621296e-02 -2.64338884e-02]
[ -1.01876578e-03 -2.29799732e-01 1.11656077e-02 9.63370525e-02
-3.07575488e-02 -7.30452751e-02 1.71889976e-01 -1.90677996e-01
2.01138240e-01 4.19111794e-02]
[ 1.04726991e-01 -2.74064344e-01 3.03960933e-02 -8.06765749e-02
2.69322786e-02 -4.63675128e-02 8.72238997e-02 1.17544420e-01
7.40345242e-02 -2.86730102e-02]
[ -1.81053738e-01 -1.77338205e-01 -3.04559304e-01 -2.74684525e-02
-1.67192995e-02 7.08124543e-02 -1.02673656e-01 -3.00993964e-02
2.60840816e-01 -1.39832638e-01]
[ 3.39253709e-02 -4.20517786e-01 7.84673292e-02 -4.40726833e-03
-1.76525912e-01 -1.10937576e-01 2.14261920e-01 -1.08847834e-01
1.56802768e-03 7.35335672e-02]
[ -7.89057073e-02 -9.49931688e-02 4.48133238e-03 -1.30512913e-01
-8.44047379e-02 1.19800617e-02 2.07739754e-01 -1.02197087e-01
-1.24339452e-03 -1.11306611e-01]
[ -1.29796686e-01 -2.25293488e-01 -7.27168880e-02 -2.71530127e-03
3.73320221e-01 1.03249860e-01 1.78022074e-01 -1.70580325e-02
-1.75643508e-01 -2.21046358e-01]
[ -1.58296666e-01 2.61608523e-03 6.12844086e-02 1.99480485e-02
-1.69624156e-01 -2.19087343e-01 -1.75281500e-01 -1.97199158e-01
8.51909440e-02 1.71927399e-01]
[ -2.80140694e-01 -3.43273064e-01 9.63176734e-02 2.19152070e-01
-1.33908755e-01 -6.56840399e-02 9.63619317e-02 -2.60552670e-01
-2.70074735e-01 -8.45664400e-02]
[ 9.77557074e-02 -2.03178794e-01 -2.39868075e-02 1.12533930e-01
-5.15764287e-02 -8.72705644e-02 2.54418418e-01 2.29587562e-03
2.24565684e-02 -1.65551079e-03]
[ 4.34900912e-02 -1.01104345e-01 -2.08166507e-01 1.60425615e-01
-9.25662914e-02 7.93195446e-02 -4.28788646e-02 -1.91785172e-02
-8.08241212e-02 5.41137769e-03]
[ -1.13876000e-01 -7.31989275e-02 -1.99161193e-01 1.67184455e-01
-1.63606653e-02 1.30940001e-01 1.01069630e-04 -2.49738216e-01
7.98497953e-02 -1.86014912e-01]
[ -6.41002560e-02 -4.22141931e-02 2.77483252e-01 1.06709806e-01
9.93530512e-02 -6.32217743e-02 -1.25104827e-01 1.21107398e-01
8.00222668e-02 4.35872369e-02]
[ 6.31547324e-02 -7.56508582e-03 8.95454231e-02 9.41904426e-02
1.83200291e-02 -1.83191403e-02 1.99775496e-01 1.20695763e-01
-2.21351379e-02 -5.35069722e-02]
[ 6.08016122e-03 -1.51488893e-01 -2.93631328e-01 -5.74223358e-02
1.32510413e-01 -9.12627180e-02 1.41911774e-01 1.62407963e-01
1.03581047e-01 -3.52580392e-02]
[ 5.07232550e-02 -3.15292373e-02 -1.15198977e-01 4.91524430e-02
-1.23879155e-01 3.19976861e-01 2.68144450e-01 2.04734350e-01
-1.56458972e-01 -5.60518580e-02]
[ 1.16791806e-03 -1.27392936e-02 1.22324121e-01 1.05070259e-01
1.31502132e-02 1.05836283e-01 -1.00722292e-01 -4.20028340e-02
2.15128813e-01 7.98748893e-02]
[ 1.14007212e-01 8.13429668e-02 -4.31347324e-02 -9.25076346e-02
-1.12852877e-01 -3.31492412e-01 1.15746995e-01 8.90555605e-03
1.47838990e-01 9.45154277e-02]
[ -1.03007330e-01 -4.65755845e-02 -1.60795500e-02 2.18820549e-02
-1.07772888e-02 -2.04295654e-01 -6.09853135e-02 -2.01958388e-02
1.67053751e-02 1.26328500e-01]
[ -1.65225126e-01 -1.33468894e-01 -2.05313537e-01 -2.82496575e-02
-2.75238471e-01 2.78346975e-03 6.51389658e-02 -2.59834321e-02
-1.57148751e-02 3.39370519e-02]
[ -3.09681154e-02 -1.27900510e-01 -7.51076918e-02 -1.26599414e-01
5.28246925e-01 2.75731106e-01 5.95709899e-01 1.13010179e-01
-1.81662070e-01 -3.79410953e-01]
[ -1.89289630e-02 -4.38920605e-01 -3.13981398e-02 -7.51109700e-02
6.65064559e-01 1.01071193e-01 5.66714379e-01 9.11869009e-02
2.84558755e-02 -3.89599838e-01]
[ 1.09247900e-02 -4.89807308e-01 -4.35640767e-02 -1.06368193e-01
6.74446779e-01 2.29373082e-02 5.28671266e-01 4.86264054e-02
-3.63831967e-01 -2.19646737e-01]
[ -1.76067057e-01 -6.36971970e-01 -1.13516952e-02 -2.08378667e-01
7.86218358e-01 -8.96788967e-02 6.60634534e-01 -8.34967952e-02
-7.14716674e-02 8.11655492e-02]
[ -3.01997184e-01 -4.57343884e-01 5.36604704e-02 -5.31588142e-02
9.24662028e-01 1.43525406e-01 4.70115268e-01 4.70180202e-02
-9.31311090e-02 -1.41498095e-01]
[ -2.11490775e-01 -3.41786617e-01 2.49888517e-01 -2.47820390e-01
6.80268319e-01 -4.32547576e-02 7.23892041e-01 1.25260811e-02
-2.61150266e-01 -3.17224376e-02]
[ -1.37089314e-01 -2.43678566e-01 -1.83317698e-01 -1.08920650e-01
5.07935372e-01 -2.28008336e-01 1.98928715e-01 1.68114159e-01
-1.48547316e-02 -1.26011832e-01]
[ 1.01417145e-01 2.41598362e-01 1.59638600e-01 -1.05623612e-01
-6.25679434e-02 5.43514203e-02 -1.41724922e-01 2.81577781e-01
6.40138713e-02 1.68318870e-01]
[ 3.56111894e-01 3.49896401e-01 -7.98153290e-02 3.18315894e-01
-9.03360101e-01 -2.89401851e-01 -4.96276160e-01 1.77822920e-01
3.92680699e-01 -1.79899261e-02]
[ 4.78002221e-02 1.29607152e-01 2.53611930e-01 2.48733861e-01
-6.02687044e-02 -1.96530033e-01 -1.77873939e-01 -1.32976899e-01
-1.38707081e-01 -2.89112910e-01]
[ 1.70089172e-02 -8.51733444e-02 -1.21672970e-01 -6.42363910e-02
2.40584179e-01 4.26441817e-02 5.49173449e-03 -1.85691613e-01
2.52134076e-02 1.97031835e-01]
[ -3.80104438e-03 -6.29474721e-02 -6.92607251e-02 -5.95362941e-02
-6.37785044e-03 -1.75871237e-01 9.35418514e-02 9.21612912e-03
3.01322317e-02 -3.97147687e-03]
[ 3.40096652e-02 9.62387965e-02 2.45669091e-01 8.04642161e-02
-2.50747249e-01 -1.38201217e-01 8.66721147e-02 3.99342572e-02
-1.80992082e-01 1.12175023e-01]
[ 7.48837419e-02 4.88406752e-02 1.08064300e-01 9.68731313e-03
-2.49615595e-01 6.70989858e-02 4.54193751e-02 -2.70900408e-01
-1.58191273e-02 -8.56541914e-02]
[ -8.76241855e-03 1.07458967e-01 8.50354626e-02 -2.94933214e-02
-5.97612971e-02 1.79471751e-01 8.40921441e-02 1.18256878e-01
-2.08893411e-02 1.72794870e-01]
[ 2.27946267e-01 9.58341932e-02 3.09121437e-02 8.82129054e-02
-2.05209851e-03 -2.63244290e-02 -1.97802286e-01 1.48964707e-01
-4.85342929e-02 -1.23462013e-02]
[ 4.82347885e-02 2.46504600e-02 1.89628130e-02 4.81077920e-02
-4.43261017e-01 -1.25235261e-01 -2.28822768e-01 4.15209126e-02
1.23843966e-01 1.98458007e-01]
[ 5.95592164e-02 5.17604484e-01 1.28293597e-01 4.37652644e-01
-1.22512544e+00 -3.05985479e-01 -5.95282472e-01 -7.08217576e-02
3.01532603e-01 3.45957824e-01]
[ 1.75554567e-01 4.92105551e-01 6.60250533e-02 4.26359370e-01
-9.83724796e-01 -8.21890525e-02 -4.30945009e-01 1.50819056e-01
2.09987071e-01 4.76804943e-01]
[ 2.55171075e-01 3.29913666e-01 2.47936382e-01 1.54694348e-01
-4.86487620e-01 7.86387403e-02 -2.34578872e-01 1.62883713e-01
2.45202884e-01 8.49557078e-02]
[ -7.69873469e-02 2.23394067e-01 2.39964811e-01 1.20766759e-02
-3.82400194e-02 1.31920220e-01 -1.00794693e-01 -1.56219496e-02
-3.60276058e-02 4.58094485e-02]
[ -9.91944995e-02 4.72527888e-03 2.44566161e-02 9.30794494e-02
-6.00620851e-02 1.15774354e-01 2.41214334e-01 1.99340707e-02
-2.74726840e-01 -9.33107752e-02]
[ -2.21954021e-01 -3.43547863e-02 -9.41058528e-02 -3.45277648e-01
1.85052283e-01 1.19425227e-01 1.08853220e-01 1.03242452e-01
-2.07562490e-01 3.17906175e-02]
[ 1.04300748e-02 -4.07355508e-01 -1.27636000e-01 -1.60697433e-01
3.69308962e-01 2.51814016e-02 1.92944621e-01 1.52420402e-01
-1.64808811e-01 -2.21704683e-01]
[ 1.08871408e-01 -2.39450667e-01 -1.57587195e-01 -2.51030788e-02
-3.56285655e-02 -4.55892607e-02 1.05483758e-01 -1.54804686e-01
1.13327981e-01 -1.61319147e-01]
[ -1.14272950e-01 4.57242987e-02 2.65712805e-01 -9.76491858e-04
1.53178200e-01 7.84402690e-02 5.58845475e-02 -2.96900300e-01
-1.08139390e-01 -5.47178840e-02]
[ -3.42779058e-01 1.36749570e-02 1.68202558e-02 -1.84638760e-02
1.46900858e-01 -1.77314007e-01 1.16162074e-02 2.34730410e-01
-7.86196869e-02 8.23818191e-02]
[ 1.46004143e-01 -3.52383078e-03 -2.33049247e-01 -7.77303274e-02
1.14890099e-01 -2.99812909e-01 8.53842084e-02 -1.67049025e-01
3.75334149e-03 -1.84728846e-01]
[ 2.11311148e-01 -2.05536307e-01 6.44671526e-02 -2.32398079e-02
1.01857677e-01 -3.70444199e-02 5.70182941e-02 -1.36858041e-01
1.12464542e-01 -1.77925289e-01]
[ -1.04261844e-01 -8.17697863e-02 1.21841485e-01 1.10370988e-01
2.80507364e-02 -1.14892678e-01 2.58323067e-01 -7.81113188e-02
1.83258955e-01 -1.89773714e-03]
[ -2.82052495e-02 -2.10473852e-01 1.88488284e-01 -2.85483208e-01
-1.47720302e-01 1.26703819e-01 1.02944301e-01 -1.21108911e-01
-1.37899516e-03 1.93542093e-01]]
[[ 0.62266189]
[ 1.70815396]
[ 0.24168288]
[ 0.88058344]
[-2.76684362]
[-0.2714542 ]
[-1.73308329]
[ 0.06942163]
[ 0.69151116]
[ 0.87721939]]
Progress: 43.1% ... Training loss: 0.268 ... Validation loss: 0.446[[ 1.67347105e-01 2.59028607e-01 -1.02750254e-01 1.13948510e-01
-5.26832534e-01 -7.27315490e-02 -9.17300764e-02 1.21282517e-01
-5.00947377e-02 2.04353974e-01]
[ 1.54085700e-02 1.49296056e-01 -1.86267851e-02 4.87894344e-02
7.42766978e-02 -7.70379308e-03 3.13769385e-01 4.13347517e-02
1.43958552e-01 -2.56896876e-02]
[ 1.96781997e-01 7.83248292e-01 1.16872586e-02 -5.01074809e-02
6.84459015e-01 -2.17346332e-02 -9.12276000e-01 -4.10911580e-02
5.37002679e-02 2.86638814e-01]
[ 4.59502547e-02 -3.96412734e-01 -1.96797195e-01 1.79562413e-01
3.77181676e-04 1.29976695e-01 2.22110889e-01 6.38410993e-02
1.23961328e-01 2.84280353e-01]
[ -3.01688554e-02 6.73554851e-02 -1.51830292e-01 3.19019419e-02
-4.02059963e-02 -1.78295544e-01 8.71412297e-02 -1.18584406e-01
-2.02206002e-01 -5.55630782e-02]
[ -3.91762434e-01 -6.56308014e-01 -2.99814840e-01 1.56582246e-01
-1.34476349e-01 4.03344552e-02 3.57578676e-01 -3.89249922e-02
-2.56701929e-02 -2.53256203e-02]
[ 2.11236098e-03 -2.23299855e-01 1.23736439e-02 1.00684030e-01
-4.27855703e-02 -7.43721174e-02 1.64844817e-01 -1.90323014e-01
2.04633866e-01 4.60633191e-02]
[ 1.07356429e-01 -2.68626039e-01 3.14270962e-02 -7.67977337e-02
1.52447085e-02 -4.75113848e-02 8.13570658e-02 1.17826611e-01
7.69452509e-02 -2.50753314e-02]
[ -1.80458420e-01 -1.76180374e-01 -3.04314371e-01 -2.66863056e-02
-1.95005648e-02 7.05572871e-02 -1.04033764e-01 -3.00345204e-02
2.61368415e-01 -1.39056901e-01]
[ 3.75814845e-02 -4.13480761e-01 7.98648114e-02 5.76251203e-04
-1.91524003e-01 -1.12448854e-01 2.06355936e-01 -1.08443378e-01
5.49757762e-03 7.83568125e-02]
[ -7.65202642e-02 -8.96441640e-02 5.42239327e-03 -1.27004944e-01
-9.48436927e-02 1.08982067e-02 2.01807018e-01 -1.01927923e-01
1.39062213e-03 -1.08084303e-01]
[ -1.28673296e-01 -2.23290023e-01 -7.22761741e-02 -9.70699386e-04
3.68245449e-01 1.02753224e-01 1.75786618e-01 -1.69375320e-02
-1.74381186e-01 -2.19458088e-01]
[ -1.58296666e-01 2.61608523e-03 6.12844086e-02 1.99480485e-02
-1.69624156e-01 -2.19087343e-01 -1.75281500e-01 -1.97199158e-01
8.51909440e-02 1.71927399e-01]
[ -2.79954898e-01 -3.42831107e-01 9.63847175e-02 2.19453499e-01
-1.34903892e-01 -6.57548342e-02 9.57180041e-02 -2.60535905e-01
-2.69914503e-01 -8.43290871e-02]
[ 9.78877177e-02 -2.03089253e-01 -2.39453755e-02 1.12735282e-01
-5.25050368e-02 -8.73292091e-02 2.54333790e-01 2.31022991e-03
2.26006145e-02 -1.53447077e-03]
[ 4.42081014e-02 -9.97208684e-02 -2.07901974e-01 1.61394676e-01
-9.47858759e-02 7.90017974e-02 -4.45441691e-02 -1.90967783e-02
-8.00228171e-02 6.41896561e-03]
[ -1.13460190e-01 -7.25938081e-02 -1.99000674e-01 1.67778749e-01
-1.79702100e-02 1.30755461e-01 -6.59875509e-04 -2.49689204e-01
8.03400401e-02 -1.85406349e-01]
[ -6.23701194e-02 -3.86328024e-02 2.78125500e-01 1.09034381e-01
9.28256606e-02 -6.39361468e-02 -1.28861851e-01 1.21299585e-01
8.18783904e-02 4.56844080e-02]
[ 6.44898227e-02 -4.69739986e-03 9.00855258e-02 9.61522042e-02
1.24529736e-02 -1.88942244e-02 1.96590333e-01 1.20842997e-01
-2.06162778e-02 -5.16174033e-02]
[ 6.91783610e-03 -1.50264755e-01 -2.93305514e-01 -5.61768560e-02
1.28678927e-01 -9.16088085e-02 1.40840968e-01 1.62496521e-01
1.04510358e-01 -3.41285044e-02]
[ 5.13504573e-02 -2.97972349e-02 -1.14945036e-01 5.01331879e-02
-1.26762588e-01 3.19681057e-01 2.66217356e-01 2.04807267e-01
-1.55695267e-01 -5.50958365e-02]
[ 1.79970344e-03 -1.14195585e-02 1.22569220e-01 1.05973777e-01
1.02718158e-02 1.05558872e-01 -1.02359393e-01 -4.19346709e-02
2.15775093e-01 8.07101972e-02]
[ 1.14579882e-01 8.26710795e-02 -4.29131407e-02 -9.17522967e-02
-1.14998317e-01 -3.31741282e-01 1.14173256e-01 8.96898026e-03
1.48352106e-01 9.53292833e-02]
[ -1.03111563e-01 -4.70216550e-02 -1.61220396e-02 2.17494690e-02
-1.04022737e-02 -2.04248738e-01 -6.05624406e-02 -2.02073483e-02
1.65828449e-02 1.26194702e-01]
[ -1.65142131e-01 -1.33206487e-01 -2.05254116e-01 -2.81185360e-02
-2.76239227e-01 2.73614342e-03 6.49476480e-02 -2.59721546e-02
-1.55896779e-02 3.40086692e-02]
[ -3.08612359e-02 -1.27774888e-01 -7.50729003e-02 -1.26452700e-01
5.27805295e-01 2.75688340e-01 5.95489091e-01 1.13021341e-01
-1.81559842e-01 -3.79263708e-01]
[ -1.90051937e-02 -4.39301398e-01 -3.14342880e-02 -7.52537005e-02
6.65322926e-01 1.01112443e-01 5.67047216e-01 9.11757368e-02
2.83459812e-02 -3.89743110e-01]
[ 1.12907113e-02 -4.89494430e-01 -4.34380535e-02 -1.05863680e-01
6.73112043e-01 2.27817520e-02 5.28117696e-01 4.86664780e-02
-3.63450138e-01 -2.19134674e-01]
[ -1.75983709e-01 -6.37111481e-01 -1.13195026e-02 -2.08259651e-01
7.85841154e-01 -8.97209095e-02 6.60663446e-01 -8.34839593e-02
-7.13746893e-02 8.13044290e-02]
[ -3.01618045e-01 -4.56914905e-01 5.38167883e-02 -5.25918044e-02
9.22869421e-01 1.43347324e-01 4.69546100e-01 4.70613979e-02
-9.26702225e-02 -1.40935832e-01]
[ -2.11407732e-01 -3.41592343e-01 2.49922281e-01 -2.47700059e-01
6.79973470e-01 -4.32924291e-02 7.23692116e-01 1.25356536e-02
-2.61055165e-01 -3.16004452e-02]
[ -1.37104748e-01 -2.43705741e-01 -1.83324177e-01 -1.08944807e-01
5.08031976e-01 -2.28000438e-01 1.98989033e-01 1.68112283e-01
-1.48708459e-02 -1.26034466e-01]
[ 1.02505672e-01 2.44709672e-01 1.60059714e-01 -1.04067363e-01
-6.77735309e-02 5.38702781e-02 -1.45068793e-01 2.81690180e-01
6.51659074e-02 1.69740201e-01]
[ 3.56682790e-01 3.51305613e-01 -7.95667810e-02 3.19201592e-01
-9.05608147e-01 -2.89674985e-01 -4.97757913e-01 1.77894828e-01
3.93338072e-01 -1.70694626e-02]
[ 4.80472435e-02 1.29932278e-01 2.53722146e-01 2.49125312e-01
-6.11073793e-02 -1.96648140e-01 -1.78330115e-01 -1.32946754e-01
-1.38394096e-01 -2.88794613e-01]
[ 1.74317804e-02 -8.42367446e-02 -1.21523616e-01 -6.36377457e-02
2.38810802e-01 4.24588106e-02 4.37840930e-03 -1.85646094e-01
2.56280822e-02 1.97630665e-01]
[ -3.96503331e-03 -6.33360977e-02 -6.93218716e-02 -5.97665892e-02
-5.78178338e-03 -1.75806487e-01 9.39005147e-02 9.19831670e-03
2.99395882e-02 -4.19180843e-03]
[ 3.35399831e-02 9.50695321e-02 2.45483342e-01 7.97485895e-02
-2.48597315e-01 -1.38000145e-01 8.78609159e-02 3.98826022e-02
-1.81526555e-01 1.11478403e-01]
[ 7.44883539e-02 4.78428252e-02 1.07909343e-01 9.12262916e-03
-2.47844448e-01 6.72691475e-02 4.64854883e-02 -2.70941568e-01
-1.62511682e-02 -8.61927674e-02]
[ -6.86934924e-03 1.12061773e-01 8.57921930e-02 -2.68034345e-02
-6.77447360e-02 1.78672373e-01 7.92043275e-02 1.18469084e-01
-1.87422568e-02 1.75504240e-01]
[ 2.28183292e-01 9.61384612e-02 3.10053018e-02 8.85714344e-02
-3.21239881e-03 -2.64281058e-02 -1.98176097e-01 1.48993094e-01
-4.82485212e-02 -1.19814059e-02]
[ 4.89028403e-02 2.63004226e-02 1.92271293e-02 4.90964346e-02
-4.45446173e-01 -1.25535017e-01 -2.30598666e-01 4.15925938e-02
1.24560652e-01 1.99403259e-01]
[ 5.98933823e-02 5.17634311e-01 1.28427314e-01 4.38178704e-01
-1.22646347e+00 -3.06116913e-01 -5.95124300e-01 -7.07846381e-02
3.01880170e-01 3.46347805e-01]
[ 1.76355884e-01 4.94044757e-01 6.63126185e-02 4.27369706e-01
-9.87474564e-01 -8.24812504e-02 -4.32718451e-01 1.50902152e-01
2.10790160e-01 4.77568489e-01]
[ 2.55702082e-01 3.31145237e-01 2.48140684e-01 1.55467152e-01
-4.88974837e-01 7.84149652e-02 -2.35855282e-01 1.62939418e-01
2.45809614e-01 8.56994454e-02]
[ -7.71049078e-02 2.23216047e-01 2.39914653e-01 1.18997285e-02
-3.78794005e-02 1.31971822e-01 -1.00589003e-01 -1.56364258e-02
-3.61706370e-02 4.56286060e-02]
[ -9.91511972e-02 4.97798442e-03 2.44771136e-02 9.31438593e-02
-6.03042285e-02 1.15754022e-01 2.40946998e-01 1.99391682e-02
-2.74678474e-01 -9.32524864e-02]
[ -2.21693947e-01 -3.39331677e-02 -9.40185129e-02 -3.44923224e-01
1.84003084e-01 1.19317887e-01 1.08189846e-01 1.03270592e-01
-2.07271499e-01 3.21388813e-02]
[ 1.07176537e-02 -4.06960739e-01 -1.27522054e-01 -1.60261623e-01
3.68066368e-01 2.50466329e-02 1.92427622e-01 1.52454244e-01
-1.64475103e-01 -2.21333184e-01]
[ 1.10889714e-01 -2.34326460e-01 -1.56788883e-01 -2.20597911e-02
-4.56333500e-02 -4.64649062e-02 1.00364466e-01 -1.54575610e-01
1.15688978e-01 -1.58457519e-01]
[ -1.14708341e-01 4.43177905e-02 2.65536350e-01 -1.63570519e-03
1.55343435e-01 7.86327389e-02 5.71470527e-02 -2.96942973e-01
-1.08665106e-01 -5.53233378e-02]
[ -3.39934206e-01 1.94574996e-02 1.79004939e-02 -1.44690214e-02
1.34538191e-01 -1.78499325e-01 5.85282371e-03 2.35032753e-01
-7.55472275e-02 8.59007587e-02]
[ 1.46906330e-01 -1.52386202e-03 -2.32681443e-01 -7.63249424e-02
1.10834793e-01 -3.00259958e-01 8.29058824e-02 -1.66938750e-01
4.82871702e-03 -1.83370344e-01]
[ 2.11666760e-01 -2.05453947e-01 6.45984575e-02 -2.27701847e-02
1.00530655e-01 -3.72027063e-02 5.65478030e-02 -1.36820412e-01
1.12838196e-01 -1.77509309e-01]
[ -1.03716526e-01 -8.10223656e-02 1.22056848e-01 1.11078877e-01
2.73836370e-02 -1.15133504e-01 2.57165959e-01 -7.80510162e-02
1.83723642e-01 -1.12956284e-03]
[ -2.72711890e-02 -2.08414348e-01 1.88850974e-01 -2.84208944e-01
-1.51980477e-01 1.26328705e-01 1.00596219e-01 -1.21011745e-01
-3.74563838e-04 1.94858146e-01]]
[[ 0.64807468]
[ 1.73241509]
[ 0.26455748]
[ 0.90536462]
[-2.74374033]
[-0.25066942]
[-1.71127458]
[ 0.09420665]
[ 0.71751778]
[ 0.90474588]]
Progress: 43.1% ... Training loss: 0.286 ... Validation loss: 0.451[[ 1.66363700e-01 2.57019705e-01 -1.03144118e-01 1.12534432e-01
-5.22196307e-01 -7.22287355e-02 -9.00012027e-02 1.21137725e-01
-5.12096530e-02 2.03094423e-01]
[ 1.55433209e-02 1.49716845e-01 -1.85822762e-02 4.89597788e-02
7.37984752e-02 -7.75011575e-03 3.13320653e-01 4.13529515e-02
1.44089836e-01 -2.55279324e-02]
[ 1.94930142e-01 7.76979640e-01 1.09570606e-02 -5.25338358e-02
6.93056682e-01 -2.09109431e-02 -9.06483200e-01 -4.13694353e-02
5.16789124e-02 2.83856032e-01]
[ 4.79322895e-02 -3.90525725e-01 -1.95996953e-01 1.82223246e-01
-4.28723905e-03 1.29168994e-01 2.16980819e-01 6.41203763e-02
1.26203023e-01 2.87024854e-01]
[ -2.78637970e-02 7.42686187e-02 -1.50817286e-01 3.55353020e-02
-5.10499373e-02 -1.79259086e-01 8.08398860e-02 -1.18179353e-01
-1.99257624e-01 -5.15103788e-02]
[ -3.91862406e-01 -6.56316795e-01 -2.99891028e-01 1.56312175e-01
-1.34395563e-01 4.04103663e-02 3.57312561e-01 -3.89545602e-02
-2.58946269e-02 -2.55169452e-02]
[ -1.00590886e-04 -2.28219611e-01 1.15161782e-02 9.76934807e-02
-3.51578172e-02 -7.35539906e-02 1.69847504e-01 -1.90625873e-01
2.02267161e-01 4.33525411e-02]
[ 1.06042827e-01 -2.72867622e-01 3.08616032e-02 -7.86787528e-02
2.00412722e-02 -4.69043488e-02 8.48417471e-02 1.17617618e-01
7.53943237e-02 -2.71161252e-02]
[ -1.81208013e-01 -1.77923309e-01 -3.04626948e-01 -2.77900773e-02
-1.60365753e-02 7.08745197e-02 -1.02143520e-01 -3.01496452e-02
2.60572679e-01 -1.40188155e-01]
[ 3.39532806e-02 -4.23367199e-01 7.83844623e-02 -4.44802355e-03
-1.79428706e-01 -1.10986123e-01 2.15334032e-01 -1.08982759e-01
1.48358417e-03 7.34869563e-02]
[ -7.75853213e-02 -9.15660024e-02 4.94997542e-03 -1.28666225e-01
-8.99373862e-02 1.13715428e-02 2.03742278e-01 -1.02091258e-01
1.16097808e-04 -1.09696340e-01]
[ -1.28356154e-01 -2.22394802e-01 -7.21351318e-02 -5.30554873e-04
3.67212938e-01 1.02635464e-01 1.74984760e-01 -1.68913601e-02
-1.74030470e-01 -2.19050346e-01]
[ -1.58296666e-01 2.61608523e-03 6.12844086e-02 1.99480485e-02
-1.69624156e-01 -2.19087343e-01 -1.75281500e-01 -1.97199158e-01
8.51909440e-02 1.71927399e-01]
[ -2.80227271e-01 -3.42969090e-01 9.62470697e-02 2.18972653e-01
-1.33878850e-01 -6.56141347e-02 9.57918395e-02 -2.60586498e-01
-2.70280417e-01 -8.47327582e-02]
[ 9.77235625e-02 -2.03694238e-01 -2.40253649e-02 1.12466869e-01
-5.21459118e-02 -8.72579811e-02 2.54727715e-01 2.28217814e-03
2.23839208e-02 -1.80913537e-03]
[ 4.44406338e-02 -9.93344927e-02 -2.07800576e-01 1.61730708e-01
-9.59717454e-02 7.88993506e-02 -4.49612087e-02 -1.90641549e-02
-7.97740076e-02 6.76206672e-03]
[ -1.14694269e-01 -7.54585400e-02 -1.99487100e-01 1.66096334e-01
-1.41958666e-02 1.31199449e-01 2.27832976e-03 -2.49850320e-01
7.89848088e-02 -1.86921083e-01]
[ -6.25630338e-02 -3.90027731e-02 2.78057666e-01 1.08774357e-01
9.39383412e-02 -6.38808823e-02 -1.28444904e-01 1.21264975e-01
8.16526326e-02 4.54874069e-02]
[ 6.35674130e-02 -6.96958009e-03 8.96966361e-02 9.48195075e-02
1.62674414e-02 -1.84835301e-02 1.98567969e-01 1.20707124e-01
-2.16539600e-02 -5.29149826e-02]
[ 6.72949791e-03 -1.51424066e-01 -2.93364648e-01 -5.63118911e-02
1.28613873e-01 -9.15028839e-02 1.41872135e-01 1.62477330e-01
1.04366351e-01 -3.42896198e-02]
[ 5.01273349e-02 -3.28672036e-02 -1.15468969e-01 4.83093340e-02
-1.21797901e-01 3.20192521e-01 2.68880850e-01 2.04611702e-01
-1.57086507e-01 -5.69750876e-02]
[ 1.93286891e-03 -1.10053230e-02 1.22629513e-01 1.06191844e-01
9.76038684e-03 1.05499733e-01 -1.02686148e-01 -4.19130991e-02
2.15927870e-01 8.08765232e-02]
[ 1.14769004e-01 8.31966420e-02 -4.28424974e-02 -9.15155679e-02
-1.15009354e-01 -3.31791132e-01 1.13646945e-01 8.99174699e-03
1.48564157e-01 9.55002219e-02]
[ -1.03627818e-01 -4.83370360e-02 -1.63320070e-02 2.10057234e-02
-8.12265952e-03 -2.04043364e-01 -5.91715199e-02 -2.02838380e-02
1.59980809e-02 1.25445308e-01]
[ -1.65359424e-01 -1.33651205e-01 -2.05344354e-01 -2.84277437e-02
-2.75826705e-01 2.82124814e-03 6.54431216e-02 -2.60041715e-02
-1.58198287e-02 3.37315632e-02]
[ -3.10817939e-02 -1.28215531e-01 -7.51683912e-02 -1.26779760e-01
5.28587522e-01 2.75778738e-01 5.95839333e-01 1.12987253e-01
-1.81798928e-01 -3.79548523e-01]
[ -1.91270054e-02 -4.39586937e-01 -3.14859413e-02 -7.54340673e-02
6.65790414e-01 1.01159580e-01 5.67318749e-01 9.11579090e-02
2.82180039e-02 -3.89908050e-01]
[ 1.08720324e-02 -4.90489102e-01 -4.36153034e-02 -1.06483152e-01
6.74551203e-01 2.29550851e-02 5.29090296e-01 4.86014090e-02
-3.63931799e-01 -2.19741434e-01]
[ -1.75842966e-01 -6.36881487e-01 -1.12552062e-02 -2.08052987e-01
7.85456212e-01 -8.97781813e-02 6.60358425e-01 -8.34630991e-02
-7.12097898e-02 8.15049978e-02]
[ -3.01774038e-01 -4.57226891e-01 5.37632548e-02 -5.27532149e-02
9.23463252e-01 1.43397117e-01 4.69909674e-01 4.70417437e-02
-9.28117362e-02 -1.41107959e-01]
[ -2.11757264e-01 -3.42297537e-01 2.49782133e-01 -2.48188095e-01
6.81298308e-01 -4.31555093e-02 7.24359891e-01 1.24856486e-02
-2.61448232e-01 -3.20711927e-02]
[ -1.37595146e-01 -2.45042065e-01 -1.83528499e-01 -1.09634313e-01
5.09974240e-01 -2.27805096e-01 2.00357574e-01 1.68041389e-01
-1.54064215e-02 -1.26642576e-01]
[ 1.02519077e-01 2.44677019e-01 1.60068192e-01 -1.04041838e-01
-6.79349552e-02 5.38665871e-02 -1.45028113e-01 2.81692000e-01
6.51717105e-02 1.69830435e-01]
[ 3.56702009e-01 3.51480136e-01 -7.95547938e-02 3.19267722e-01
-9.06400859e-01 -2.89681598e-01 -4.98009453e-01 1.77912970e-01
3.93400439e-01 -1.68971812e-02]
[ 4.75088474e-02 1.28253365e-01 2.53488949e-01 2.48282158e-01
-5.85274428e-02 -1.96430806e-01 -1.76868218e-01 -1.33032798e-01
-1.39054370e-01 -2.89628534e-01]
[ 1.67278533e-02 -8.57491658e-02 -1.21816881e-01 -6.46216976e-02
2.41055183e-01 4.27340570e-02 5.81450018e-03 -1.85752535e-01
2.48126939e-02 1.96591464e-01]
[ -4.14317863e-03 -6.34345161e-02 -6.94118402e-02 -6.00865876e-02
-5.31723479e-03 -1.75721813e-01 9.41454530e-02 9.16560911e-03
2.96956579e-02 -4.54775524e-03]
[ 3.24664555e-02 9.26368992e-02 2.45063611e-01 7.82190280e-02
-2.43951103e-01 -1.37589369e-01 9.04332963e-02 3.97239760e-02
-1.82740492e-01 1.09993146e-01]
[ 7.48500741e-02 4.85918663e-02 1.08052295e-01 9.59478085e-03
-2.49261833e-01 6.71372729e-02 4.56079690e-02 -2.70898114e-01
-1.58802323e-02 -8.57237698e-02]
[ -6.84006999e-03 1.12197969e-01 8.57994013e-02 -2.67448262e-02
-6.77806617e-02 1.78665327e-01 7.90585270e-02 1.18471478e-01
-1.87647159e-02 1.75504454e-01]
[ 2.27576108e-01 9.47201595e-02 3.07576321e-02 8.77146574e-02
-8.50612012e-04 -2.62040157e-02 -1.96778382e-01 1.48906912e-01
-4.89160039e-02 -1.28091236e-02]
[ 4.89860334e-02 2.66381024e-02 1.92646690e-02 4.92042944e-02
-4.45700721e-01 -1.25558923e-01 -2.30899895e-01 4.16027192e-02
1.24649913e-01 1.99492558e-01]
[ 5.97156932e-02 5.16634707e-01 1.28345289e-01 4.37924724e-01
-1.22573998e+00 -3.05985686e-01 -5.94504527e-01 -7.08133604e-02
3.01695173e-01 3.46145321e-01]
[ 1.77079934e-01 4.95791322e-01 6.65954524e-02 4.28358845e-01
-9.89483049e-01 -8.27447492e-02 -4.34489969e-01 1.51003982e-01
2.11559054e-01 4.78462107e-01]
[ 2.55210217e-01 3.29908340e-01 2.47952445e-01 1.54829649e-01
-4.87851965e-01 7.85987087e-02 -2.34505303e-01 1.62871414e-01
2.45377397e-01 8.50685329e-02]
[ -7.69599135e-02 2.23495716e-01 2.39978683e-01 1.21361593e-02
-3.88970782e-02 1.31914577e-01 -1.00929748e-01 -1.56120263e-02
-3.59917407e-02 4.58588895e-02]
[ -9.94213274e-02 4.38186041e-03 2.43631449e-02 9.27482484e-02
-5.93071448e-02 1.15863127e-01 2.41573285e-01 1.98981042e-02
-2.74980952e-01 -9.36223420e-02]
[ -2.21766636e-01 -3.41504023e-02 -9.40480697e-02 -3.45015558e-01
1.84223454e-01 1.19346803e-01 1.08370185e-01 1.03259655e-01
-2.07352177e-01 3.20247195e-02]
[ 1.06954571e-02 -4.07229907e-01 -1.27533087e-01 -1.60290822e-01
3.68198075e-01 2.50580538e-02 1.92608146e-01 1.52450939e-01
-1.64511239e-01 -2.21385872e-01]
[ 1.10234935e-01 -2.36187234e-01 -1.57056637e-01 -2.29556765e-02
-4.39643269e-02 -4.62211830e-02 1.01796698e-01 -1.54671046e-01
1.14958495e-01 -1.59269119e-01]
[ -1.15233706e-01 4.32785917e-02 2.65322707e-01 -2.40111281e-03
1.57671105e-01 7.88438549e-02 5.83299730e-02 -2.97017039e-01
-1.09267599e-01 -5.61024742e-02]
[ -3.39900689e-01 1.94515364e-02 1.78982008e-02 -1.44813621e-02
1.35104730e-01 -1.78512128e-01 5.79331960e-03 2.35027959e-01
-7.55986089e-02 8.58346449e-02]
[ 1.47302507e-01 -7.04345624e-04 -2.32512385e-01 -7.56630351e-02
1.08589268e-01 -3.00342768e-01 8.17947557e-02 -1.66871337e-01
5.39153341e-03 -1.82677023e-01]
[ 2.10592721e-01 -2.08333186e-01 6.41226744e-02 -2.44467751e-02
1.05082896e-01 -3.67439944e-02 5.91743921e-02 -1.36994291e-01
1.11490292e-01 -1.79201430e-01]
[ -1.04575201e-01 -8.30586362e-02 1.21700223e-01 1.09855417e-01
3.06783534e-02 -1.14793170e-01 2.59077769e-01 -7.81808207e-02
1.82773444e-01 -2.29687338e-03]
[ -2.89641433e-02 -2.12325474e-01 1.88186291e-01 -2.86542578e-01
-1.46176047e-01 1.26988739e-01 1.04724796e-01 -1.21257723e-01
-2.19272272e-03 1.92606956e-01]]
[[ 0.63336215]
[ 1.72100336]
[ 0.24812142]
[ 0.89209958]
[-2.75921903]
[-0.26450214]
[-1.72614978]
[ 0.0816345 ]
[ 0.70254811]
[ 0.89102464]]
Progress: 43.2% ... Training loss: 0.269 ... Validation loss: 0.441[[ 1.63079392e-01 2.48408692e-01 -1.04405647e-01 1.07938563e-01
-5.10484425e-01 -7.07992267e-02 -8.14153799e-02 1.20722678e-01
-5.47130244e-02 1.98578362e-01]
[ 1.54078246e-02 1.49459082e-01 -1.86379450e-02 4.87606652e-02
7.43763090e-02 -7.69285603e-03 3.13467454e-01 4.13351599e-02
1.43936848e-01 -2.57214247e-02]
[ 1.96004937e-01 7.77777768e-01 1.14678951e-02 -5.07691839e-02
6.90635161e-01 -2.13946284e-02 -9.06951168e-01 -4.12132100e-02
5.31202388e-02 2.85248208e-01]
[ 4.71172897e-02 -3.92365331e-01 -1.96237166e-01 1.81548794e-01
-9.89346070e-04 1.29335691e-01 2.19277854e-01 6.40249719e-02
1.25394117e-01 2.86309837e-01]
[ -2.78402030e-02 7.30322447e-02 -1.50831900e-01 3.54510893e-02
-4.77961300e-02 -1.79129426e-01 8.11613977e-02 -1.18152631e-01
-1.98999752e-01 -5.14265178e-02]
[ -3.92924027e-01 -6.58539191e-01 -3.00313674e-01 1.54791524e-01
-1.30790057e-01 4.08981385e-02 3.59527470e-01 -3.90966461e-02
-2.70874715e-02 -2.70134163e-02]
[ -1.93303355e-03 -2.33426147e-01 1.07855853e-02 9.51229605e-02
-2.97420612e-02 -7.27570114e-02 1.74901039e-01 -1.90853451e-01
2.00360279e-01 4.09379070e-02]
[ 1.06048826e-01 -2.73333171e-01 3.09079360e-02 -7.85750344e-02
1.92036729e-02 -4.69330396e-02 8.55403305e-02 1.17629331e-01
7.55117386e-02 -2.69568271e-02]
[ -1.81568305e-01 -1.79385599e-01 -3.04782239e-01 -2.82897827e-02
-1.49350525e-02 7.10198359e-02 -1.00956828e-01 -3.01949649e-02
2.60225756e-01 -1.40704233e-01]
[ 3.29132410e-02 -4.26690262e-01 7.79725693e-02 -6.02603325e-03
-1.77789601e-01 -1.10475944e-01 2.18830008e-01 -1.09110863e-01
4.73747113e-04 7.19308454e-02]
[ -7.88983160e-02 -9.48653033e-02 4.44543658e-03 -1.30478238e-01
-8.54532462e-02 1.19138863e-02 2.06738419e-01 -1.02256353e-01
-1.29451195e-03 -1.11451848e-01]
[ -1.29251476e-01 -2.25129209e-01 -7.24808971e-02 -1.62769057e-03
3.70374878e-01 1.02984318e-01 1.77646361e-01 -1.70014325e-02
-1.74939257e-01 -2.20006611e-01]
[ -1.58296666e-01 2.61608523e-03 6.12844086e-02 1.99480485e-02
-1.69624156e-01 -2.19087343e-01 -1.75281500e-01 -1.97199158e-01
8.51909440e-02 1.71927399e-01]
[ -2.80262785e-01 -3.42842603e-01 9.62135928e-02 2.18845453e-01
-1.33721385e-01 -6.55365726e-02 9.56939962e-02 -2.60598010e-01
-2.70368298e-01 -8.48236788e-02]
[ 9.69184577e-02 -2.05436355e-01 -2.43378689e-02 1.11353258e-01
-4.96545504e-02 -8.69323240e-02 2.56410531e-01 2.17819105e-03
2.15079985e-02 -2.92646625e-03]
[ 4.35405155e-02 -1.01564695e-01 -2.08142639e-01 1.60471034e-01
-9.30160960e-02 7.92716211e-02 -4.28463477e-02 -1.91791071e-02
-8.07772607e-02 5.54177277e-03]
[ -1.15447680e-01 -7.71398786e-02 -1.99778633e-01 1.65065723e-01
-1.19664552e-02 1.31502792e-01 4.09989961e-03 -2.49938226e-01
7.82390408e-02 -1.87901271e-01]
[ -6.21272996e-02 -3.79474679e-02 2.78232990e-01 1.09390109e-01
9.20103555e-02 -6.40595891e-02 -1.29428281e-01 1.21323039e-01
8.21295048e-02 4.60926390e-02]
[ 6.25864990e-02 -1.01669331e-02 8.92882885e-02 9.34257913e-02
1.99227027e-02 -1.80287884e-02 2.01590268e-01 1.20578389e-01
-2.26874671e-02 -5.42114420e-02]
[ 6.91883776e-03 -1.51302795e-01 -2.93252591e-01 -5.59881454e-02
1.27059947e-01 -9.16021015e-02 1.42159070e-01 1.62509746e-01
1.04622901e-01 -3.41865428e-02]
[ 5.06167122e-02 -3.14403743e-02 -1.15253571e-01 4.90420854e-02
-1.23584573e-01 3.19968146e-01 2.67389287e-01 2.04679986e-01
-1.56480311e-01 -5.62574454e-02]
[ 7.80459457e-04 -1.40958907e-02 1.22153970e-01 1.04532347e-01
1.43517445e-02 1.05997910e-01 -9.97434224e-02 -4.20679372e-02
2.14655137e-01 7.94806885e-02]
[ 1.14900699e-01 8.34392176e-02 -4.27929728e-02 -9.13387855e-02
-1.15550614e-01 -3.31843450e-01 1.13201331e-01 9.00887634e-03
1.48686888e-01 9.56825492e-02]
[ -1.03913724e-01 -4.92544669e-02 -1.64324059e-02 2.06140073e-02
-7.10155546e-03 -2.03928354e-01 -5.82510734e-02 -2.03196699e-02
1.57195948e-02 1.25055724e-01]
[ -1.64940549e-01 -1.33121434e-01 -2.05194988e-01 -2.77879106e-02
-2.77833286e-01 2.63048129e-03 6.48235832e-02 -2.59455736e-02
-1.53138608e-02 3.43460118e-02]
[ -3.13773420e-02 -1.28861488e-01 -7.52771162e-02 -1.27202209e-01
5.29773819e-01 2.75902203e-01 5.96429119e-01 1.12953164e-01
-1.82124474e-01 -3.79903070e-01]
[ -1.91140372e-02 -4.39598290e-01 -3.14881542e-02 -7.54380804e-02
6.65748526e-01 1.01160280e-01 5.67288214e-01 9.11576927e-02
2.82232080e-02 -3.89904124e-01]
[ 1.08851170e-02 -4.90716306e-01 -4.35983529e-02 -1.06416834e-01
6.74315966e-01 2.29355401e-02 5.29268934e-01 4.86096592e-02
-3.63904262e-01 -2.19685605e-01]
[ -1.75632386e-01 -6.36777224e-01 -1.11555332e-02 -2.07708651e-01
7.84428617e-01 -8.98811931e-02 6.60105876e-01 -8.34331224e-02
-7.09651788e-02 8.18396686e-02]
[ -3.02062186e-01 -4.57911859e-01 5.36442949e-02 -5.31855351e-02
9.24530350e-01 1.43523745e-01 4.70630400e-01 4.70024144e-02
-9.31536564e-02 -1.41522236e-01]
[ -2.11667750e-01 -3.42274145e-01 2.49808538e-01 -2.48036358e-01
6.80880569e-01 -4.32045054e-02 7.24163511e-01 1.24996710e-02
-2.61326653e-01 -3.19118395e-02]
[ -1.37983880e-01 -2.46072051e-01 -1.83680111e-01 -1.10174903e-01
5.11705390e-01 -2.27644411e-01 2.01554259e-01 1.67991392e-01
-1.58359937e-02 -1.27176640e-01]
[ 1.02480352e-01 2.45081176e-01 1.60055331e-01 -1.04074035e-01
-6.83034721e-02 5.38776801e-02 -1.45251661e-01 2.81687480e-01
6.51469363e-02 1.69721747e-01]
[ 3.56498158e-01 3.51031643e-01 -7.96376137e-02 3.19003306e-01
-9.06002085e-01 -2.89564316e-01 -4.97239986e-01 1.77887545e-01
3.93259665e-01 -1.71799317e-02]
[ 4.71301167e-02 1.27420331e-01 2.53339403e-01 2.47735450e-01
-5.69249263e-02 -1.96264762e-01 -1.76073151e-01 -1.33084391e-01
-1.39498005e-01 -2.90158844e-01]
[ 1.65789083e-02 -8.62347765e-02 -1.21875042e-01 -6.48523195e-02
2.41688000e-01 4.27767123e-02 6.34128387e-03 -1.85758088e-01
2.46816635e-02 1.96384114e-01]
[ -4.44403505e-03 -6.44105291e-02 -6.95425685e-02 -6.05357340e-02
-4.12766822e-03 -1.75600551e-01 9.49826614e-02 9.12389542e-03
2.93481527e-02 -5.00100418e-03]
[ 3.20435210e-02 9.14707936e-02 2.44895282e-01 7.76436019e-02
-2.41993493e-01 -1.37408198e-01 9.15790628e-02 3.96665416e-02
-1.83187550e-01 1.09414027e-01]
[ 7.44419212e-02 4.77406243e-02 1.07895706e-01 9.02285158e-03
-2.47873770e-01 6.73026702e-02 4.64200079e-02 -2.70952540e-01
-1.63436551e-02 -8.62942433e-02]
[ -6.99734643e-03 1.11882901e-01 8.57458648e-02 -2.69670198e-02
-6.70976930e-02 1.78731259e-01 7.94330187e-02 1.18451087e-01
-1.89258692e-02 1.75290213e-01]
[ 2.27746080e-01 9.51678749e-02 3.08477397e-02 8.80113557e-02
-1.75474963e-03 -2.63010447e-02 -1.97219445e-01 1.48936155e-01
-4.86326045e-02 -1.25618086e-02]
[ 4.93244433e-02 2.75174837e-02 1.93995238e-02 4.96782934e-02
-4.47180206e-01 -1.25696777e-01 -2.31521157e-01 4.16479876e-02
1.25030931e-01 1.99968344e-01]
[ 5.97101046e-02 5.16724714e-01 1.28345916e-01 4.37956357e-01
-1.22604891e+00 -3.05985603e-01 -5.94561210e-01 -7.08141667e-02
3.01670038e-01 3.46150121e-01]
[ 1.77218490e-01 4.95012741e-01 6.66572921e-02 4.28591008e-01
-9.90302438e-01 -8.27404235e-02 -4.34030925e-01 1.51020524e-01
2.11782645e-01 4.78790889e-01]
[ 2.54234329e-01 3.27569926e-01 2.47566167e-01 1.53421363e-01
-4.84740527e-01 7.90183955e-02 -2.32161627e-01 1.62743811e-01
2.44303526e-01 8.37479341e-02]
[ -7.70846491e-02 2.23350511e-01 2.39914648e-01 1.19328810e-02
-3.89764619e-02 1.31977699e-01 -1.00786077e-01 -1.56310927e-02
-3.61460175e-02 4.56956428e-02]
[ -9.95644419e-02 4.03719110e-03 2.42967998e-02 9.25151364e-02
-5.89066725e-02 1.15924830e-01 2.41832281e-01 1.98784887e-02
-2.75147465e-01 -9.38095542e-02]
[ -2.21795204e-01 -3.41811937e-02 -9.40625220e-02 -3.45079703e-01
1.84209976e-01 1.19359377e-01 1.08340133e-01 1.03254357e-01
-2.07382362e-01 3.19627895e-02]
[ 1.07838120e-02 -4.07222896e-01 -1.27500549e-01 -1.60174033e-01
3.67830271e-01 2.50220542e-02 1.92461892e-01 1.52461444e-01
-1.64421040e-01 -2.21282163e-01]
[ 1.08633203e-01 -2.40128173e-01 -1.57700305e-01 -2.52632920e-02
-3.83587023e-02 -4.55166711e-02 1.06069966e-01 -1.54884784e-01
1.13225335e-01 -1.61460390e-01]
[ -1.15124782e-01 4.35804186e-02 2.65412024e-01 -2.08122855e-03
1.56840007e-01 7.87141483e-02 5.79260196e-02 -2.96975401e-01
-1.09009153e-01 -5.58987895e-02]
[ -3.40789347e-01 1.66163285e-02 1.75569345e-02 -1.56810087e-02
1.37917462e-01 -1.78131005e-01 8.63453768e-03 2.34916201e-01
-7.65715094e-02 8.45770981e-02]
[ 1.47067503e-01 -1.82084513e-03 -2.32602231e-01 -7.59667609e-02
1.10201042e-01 -3.00169582e-01 8.26270299e-02 -1.66902762e-01
5.16442254e-03 -1.82970833e-01]
[ 2.10906244e-01 -2.07687291e-01 6.42353254e-02 -2.40467720e-02
1.03864179e-01 -3.68720534e-02 5.81196202e-02 -1.36955962e-01
1.11810304e-01 -1.78817056e-01]
[ -1.04281919e-01 -8.24857137e-02 1.21821820e-01 1.10346165e-01
2.89610459e-02 -1.14934093e-01 2.58302469e-01 -7.81392019e-02
1.83130888e-01 -1.79401637e-03]
[ -3.02028349e-02 -2.15310242e-01 1.87675308e-01 -2.88429384e-01
-1.43153871e-01 1.27529984e-01 1.08165780e-01 -1.21425658e-01
-3.52468742e-03 1.90990783e-01]]
[[ 0.62340327]
[ 1.71476917]
[ 0.23893235]
[ 0.8802117 ]
[-2.76508403]
[-0.2743259 ]
[-1.73997991]
[ 0.07217994]
[ 0.69150163]
[ 0.88082934]]
Progress: 43.2% ... Training loss: 0.268 ... Validation loss: 0.444[[ 1.64762084e-01 2.51719132e-01 -1.03775507e-01 1.10317991e-01
-5.16053943e-01 -7.14613445e-02 -8.47619752e-02 1.20914978e-01
-5.27870523e-02 2.00881155e-01]
[ 1.48587728e-02 1.48126482e-01 -1.88606584e-02 4.80084428e-02
7.51894233e-02 -7.46183473e-03 3.14853812e-01 4.12719801e-02
1.43416765e-01 -2.65257148e-02]
[ 1.97776948e-01 7.81706491e-01 1.21795960e-02 -4.81774238e-02
6.85105961e-01 -2.20745810e-02 -9.11509671e-01 -4.10187135e-02
5.51274810e-02 2.87800325e-01]
[ 4.87285212e-02 -3.87719339e-01 -1.95659599e-01 1.83657803e-01
-5.40093154e-03 1.28654408e-01 2.14882307e-01 6.42058081e-02
1.27065143e-01 2.88701199e-01]
[ -2.58663958e-02 7.72605700e-02 -1.50121441e-01 3.82368178e-02
-5.46885451e-02 -1.79869104e-01 7.71146330e-02 -1.17918890e-01
-1.96835870e-01 -4.86763638e-02]
[ -3.92681964e-01 -6.57781971e-01 -3.00258847e-01 1.55065944e-01
-1.32262730e-01 4.08118032e-02 3.58559941e-01 -3.90740796e-02
-2.69251537e-02 -2.67870131e-02]
[ -1.47783940e-03 -2.32810487e-01 1.09611668e-02 9.56309121e-02
-3.08498668e-02 -7.29609758e-02 1.73861524e-01 -1.90804401e-01
2.00839900e-01 4.15481326e-02]
[ 1.08013382e-01 -2.69553754e-01 3.16448228e-02 -7.56660044e-02
1.09744818e-02 -4.77018945e-02 8.10824331e-02 1.17847968e-01
7.77647282e-02 -2.41606984e-02]
[ -1.82564015e-01 -1.82124834e-01 -3.05152785e-01 -2.96741548e-02
-1.22208883e-02 7.14134166e-02 -9.79379482e-02 -3.03076371e-02
2.59339987e-01 -1.42117098e-01]
[ 3.42152741e-02 -4.25400134e-01 7.84646774e-02 -4.08335968e-03
-1.85185010e-01 -1.11013539e-01 2.16795102e-01 -1.08965263e-01
2.11824594e-03 7.37208361e-02]
[ -7.86096842e-02 -9.41797498e-02 4.50630570e-03 -1.30226508e-01
-8.61708712e-02 1.18279498e-02 2.05598064e-01 -1.02231547e-01
-1.03992442e-03 -1.11099840e-01]
[ -1.29176037e-01 -2.24691829e-01 -7.24371240e-02 -1.51506440e-03
3.70392406e-01 1.02942276e-01 1.77375561e-01 -1.69942575e-02
-1.74829184e-01 -2.19928718e-01]
[ -1.58296666e-01 2.61608523e-03 6.12844086e-02 1.99480485e-02
-1.69624156e-01 -2.19087343e-01 -1.75281500e-01 -1.97199158e-01
8.51909440e-02 1.71927399e-01]
[ -2.80542333e-01 -3.43734275e-01 9.60736999e-02 2.18393103e-01
-1.33284887e-01 -6.53993783e-02 9.64874106e-02 -2.60634658e-01
-2.70747679e-01 -8.53329359e-02]
[ 9.64461224e-02 -2.05891469e-01 -2.45146834e-02 1.10713246e-01
-4.85677392e-02 -8.67190184e-02 2.56953242e-01 2.12198621e-03
2.09714459e-02 -3.56599878e-03]
[ 4.43994099e-02 -9.94869212e-02 -2.07823925e-01 1.61626333e-01
-9.55364177e-02 7.88991546e-02 -4.51148354e-02 -1.90786246e-02
-7.98518879e-02 6.73100221e-03]
[ -1.15014947e-01 -7.65427470e-02 -1.99617455e-01 1.65627863e-01
-1.33853004e-02 1.31321122e-01 3.33152856e-03 -2.49896028e-01
7.86984324e-02 -1.87324953e-01]
[ -6.23111849e-02 -3.84215999e-02 2.78159375e-01 1.09087332e-01
9.32627686e-02 -6.40109688e-02 -1.29112652e-01 1.21304598e-01
8.18602035e-02 4.58278723e-02]
[ 6.32427951e-02 -9.52703627e-03 8.95408617e-02 9.43360886e-02
1.76732789e-02 -1.82594988e-02 2.00725256e-01 1.20650231e-01
-2.18949158e-02 -5.32777171e-02]
[ 7.28646137e-03 -1.50627033e-01 -2.93119760e-01 -5.53677122e-02
1.25162178e-01 -9.17448139e-02 1.41362218e-01 1.62553138e-01
1.05045095e-01 -3.36348077e-02]
[ 5.07184931e-02 -3.11807381e-02 -1.15204826e-01 4.91809281e-02
-1.23903734e-01 3.19937516e-01 2.66878993e-01 2.04681296e-01
-1.56363492e-01 -5.61631081e-02]
[ 1.60216459e-03 -1.19634257e-02 1.22461550e-01 1.05707438e-01
1.07453141e-02 1.05659437e-01 -1.01774749e-01 -4.19682962e-02
2.15635033e-01 8.06582214e-02]
[ 1.14823222e-01 8.31238535e-02 -4.28260693e-02 -9.14530384e-02
-1.15279659e-01 -3.31810462e-01 1.13556604e-01 9.00074362e-03
1.48604111e-01 9.55647306e-02]
[ -1.04872220e-01 -5.17532132e-02 -1.67963446e-02 1.92621446e-02
-4.54703754e-03 -2.03537681e-01 -5.56504558e-02 -2.04314035e-02
1.48166201e-02 1.23671750e-01]
[ -1.64541736e-01 -1.32456010e-01 -2.05032500e-01 -2.71817277e-02
-2.79518037e-01 2.43878983e-03 6.40102211e-02 -2.58956979e-02
-1.48299383e-02 3.49583753e-02]
[ -3.10726206e-02 -1.28242952e-01 -7.51576059e-02 -1.26735735e-01
5.28610152e-01 2.75753127e-01 5.95692866e-01 1.12991072e-01
-1.81758871e-01 -3.79474862e-01]
[ -1.90955916e-02 -4.39606252e-01 -3.14899484e-02 -7.53929964e-02
6.65583339e-01 1.01136718e-01 5.67083763e-01 9.11606794e-02
2.82321479e-02 -3.89831314e-01]
[ 1.12225427e-02 -4.90184827e-01 -4.34674284e-02 -1.05930702e-01
6.72975270e-01 2.27897407e-02 5.28513841e-01 4.86493532e-02
-3.63521548e-01 -2.19208065e-01]
[ -1.75736595e-01 -6.37364139e-01 -1.11998410e-02 -2.07847590e-01
7.84768168e-01 -8.98312498e-02 6.60685175e-01 -8.34470260e-02
-7.10979636e-02 8.17225456e-02]
[ -3.01942550e-01 -4.57763577e-01 5.36931940e-02 -5.30054415e-02
9.23972219e-01 1.43467602e-01 4.70449898e-01 4.70171667e-02
-9.30218586e-02 -1.41355610e-01]
[ -2.11427517e-01 -3.41944046e-01 2.49904758e-01 -2.47692109e-01
6.79900712e-01 -4.33111828e-02 7.23832168e-01 1.25267272e-02
-2.61056318e-01 -3.15747320e-02]
[ -1.37975503e-01 -2.45831220e-01 -1.83674473e-01 -1.10167015e-01
5.11671543e-01 -2.27640559e-01 2.01359310e-01 1.67991844e-01
-1.58352036e-02 -1.27160807e-01]
[ 1.02048879e-01 2.43646268e-01 1.59900589e-01 -1.04655860e-01
-6.59820103e-02 5.40789269e-02 -1.43832161e-01 2.81630582e-01
6.46668371e-02 1.69188990e-01]
[ 3.56104497e-01 3.50153388e-01 -7.97955216e-02 3.18336613e-01
-9.04779358e-01 -2.89356253e-01 -4.96261538e-01 1.77837517e-01
3.92947899e-01 -1.78328383e-02]
[ 4.73107203e-02 1.27772185e-01 2.53405747e-01 2.47952999e-01
-5.75364839e-02 -1.96340285e-01 -1.76486544e-01 -1.33067277e-01
-1.39301200e-01 -2.89929245e-01]
[ 1.66899409e-02 -8.59881630e-02 -1.21827952e-01 -6.46672704e-02
2.41510789e-01 4.27108141e-02 6.15321136e-03 -1.85741915e-01
2.48374483e-02 1.96620375e-01]
[ -4.54600829e-03 -6.46585295e-02 -6.95907665e-02 -6.06913210e-02
-3.89095532e-03 -1.75569255e-01 9.51707008e-02 9.11195248e-03
2.92349327e-02 -5.13396607e-03]
[ 3.28199806e-02 9.32578024e-02 2.45160343e-01 7.86649839e-02
-2.45259798e-01 -1.37750682e-01 8.94402375e-02 3.97552841e-02
-1.82308093e-01 1.10510776e-01]
[ 7.39743896e-02 4.66704393e-02 1.07713307e-01 8.34758020e-03
-2.45888134e-01 6.75092417e-02 4.75029976e-02 -2.71004244e-01
-1.68781421e-02 -8.69482094e-02]
[ -6.02370136e-03 1.14476538e-01 8.61102318e-02 -2.55887407e-02
-7.07406824e-02 1.78303343e-01 7.67972105e-02 1.18562575e-01
-1.78769285e-02 1.76612367e-01]
[ 2.27222689e-01 9.39694359e-02 3.06464651e-02 8.72546404e-02
5.48298246e-04 -2.60747469e-02 -1.95987385e-01 1.48874389e-01
-4.92270252e-02 -1.32991192e-02]
[ 4.88861041e-02 2.66670547e-02 1.92454150e-02 4.90598473e-02
-4.45385341e-01 -1.25521663e-01 -2.30793916e-01 4.15969041e-02
1.24531109e-01 1.99361150e-01]
[ 5.96629356e-02 5.15916008e-01 1.28319551e-01 4.37981585e-01
-1.22809899e+00 -3.05922316e-01 -5.93937477e-01 -7.08163592e-02
3.01662052e-01 3.46086192e-01]
[ 1.77707159e-01 4.96015364e-01 6.68466242e-02 4.29291356e-01
-9.92589565e-01 -8.29276833e-02 -4.34916947e-01 1.51074350e-01
2.12342573e-01 4.79301824e-01]
[ 2.54313522e-01 3.27815190e-01 2.47588816e-01 1.53504617e-01
-4.84961536e-01 7.89974709e-02 -2.32420709e-01 1.62749626e-01
2.44373310e-01 8.38363284e-02]
[ -7.67101748e-02 2.24218534e-01 2.40056670e-01 1.24330640e-02
-4.00625049e-02 1.31819708e-01 -1.01662302e-01 -1.55910439e-02
-3.57443703e-02 4.62013039e-02]
[ -9.92198650e-02 4.95792919e-03 2.44266844e-02 9.30026480e-02
-6.03293396e-02 1.15779358e-01 2.40834185e-01 1.99173632e-02
-2.74769759e-01 -9.33544911e-02]
[ -2.21768867e-01 -3.41410891e-02 -9.40470651e-02 -3.45019741e-01
1.84046864e-01 1.19343084e-01 1.08283455e-01 1.03259409e-01
-2.07336840e-01 3.20219455e-02]
[ 1.05738335e-02 -4.07651126e-01 -1.27576099e-01 -1.60462193e-01
3.68700247e-01 2.51118300e-02 1.93039316e-01 1.52438559e-01
-1.64633050e-01 -2.21566221e-01]
[ 1.10841374e-01 -2.34356087e-01 -1.56867973e-01 -2.20471886e-02
-4.65354520e-02 -4.65284464e-02 1.00273423e-01 -1.54618726e-01
1.15751654e-01 -1.58265362e-01]
[ -1.14846225e-01 4.36179872e-02 2.65507188e-01 -1.66131922e-03
1.54928900e-01 7.86519903e-02 5.73973088e-02 -2.96946267e-01
-1.08736598e-01 -5.55503372e-02]
[ -3.40210917e-01 1.80767864e-02 1.77664933e-02 -1.49530010e-02
1.36170395e-01 -1.78356886e-01 7.17288662e-03 2.34969233e-01
-7.59572280e-02 8.51301077e-02]
[ 1.46569062e-01 -3.10294159e-03 -2.32811394e-01 -7.67233741e-02
1.12082724e-01 -2.99939654e-01 8.37436776e-02 -1.66962671e-01
4.56275179e-03 -1.83662284e-01]
[ 2.11599859e-01 -2.06846308e-01 6.45322613e-02 -2.29987533e-02
1.00903763e-01 -3.71874943e-02 5.75305387e-02 -1.36868760e-01
1.12779175e-01 -1.77756960e-01]
[ -1.04856260e-01 -8.38104695e-02 1.21601194e-01 1.09484902e-01
3.03815003e-02 -1.14707878e-01 2.59371079e-01 -7.82099501e-02
1.82515917e-01 -2.63388146e-03]
[ -3.12227211e-02 -2.18401424e-01 1.87267857e-01 -2.89916517e-01
-1.39756174e-01 1.28023522e-01 1.10910448e-01 -1.21552846e-01
-4.68091298e-03 1.89585405e-01]]
[[ 0.63021568]
[ 1.71972259]
[ 0.24312167]
[ 0.88671835]
[-2.75940391]
[-0.26877342]
[-1.7342746 ]
[ 0.07744571]
[ 0.69599301]
[ 0.88742994]]
Progress: 43.3% ... Training loss: 0.267 ... Validation loss: 0.441[[ 1.64415461e-01 2.50266930e-01 -1.03877061e-01 1.09843354e-01
-5.12739851e-01 -7.12692924e-02 -8.33606266e-02 1.20871394e-01
-5.31048540e-02 2.00650470e-01]
[ 1.45929485e-02 1.47410327e-01 -1.89636401e-02 4.76444997e-02
7.61380501e-02 -7.34839729e-03 3.15497376e-01 4.12413998e-02
1.43127738e-01 -2.68908957e-02]
[ 1.96977075e-01 7.79365968e-01 1.18554219e-02 -4.93263865e-02
6.88897354e-01 -2.17410157e-02 -9.09709407e-01 -4.11201453e-02
5.42616521e-02 2.86730477e-01]
[ 4.66847505e-02 -3.93453674e-01 -1.96537859e-01 1.80414612e-01
3.61052974e-03 1.29496823e-01 2.20074029e-01 6.39300482e-02
1.24459737e-01 2.85691857e-01]
[ -2.68424866e-02 7.49547363e-02 -1.50439788e-01 3.70135243e-02
-5.20240630e-02 -1.79393004e-01 7.88248718e-02 -1.18024567e-01
-1.97634074e-01 -4.99522283e-02]
[ -3.92578105e-01 -6.57842555e-01 -3.00173156e-01 1.55380170e-01
-1.34071647e-01 4.07177753e-02 3.58666317e-01 -3.90580028e-02
-2.67642677e-02 -2.65136228e-02]
[ -8.95505138e-04 -2.32649863e-01 1.11906185e-02 9.64590110e-02
-3.12658389e-02 -7.31381969e-02 1.73225070e-01 -1.90722253e-01
2.01551360e-01 4.24578449e-02]
[ 1.07875376e-01 -2.69882272e-01 3.16123489e-02 -7.57690499e-02
1.12991095e-02 -4.76568986e-02 8.13291682e-02 1.17834228e-01
7.76362582e-02 -2.42152369e-02]
[ -1.83921004e-01 -1.85088960e-01 -3.05656962e-01 -3.15605829e-02
-7.53232537e-03 7.19719293e-02 -9.43449427e-02 -3.04747005e-02
2.57926113e-01 -1.44043552e-01]
[ 3.35413908e-02 -4.26736761e-01 7.82573142e-02 -4.79415012e-03
-1.83674452e-01 -1.10709975e-01 2.18745003e-01 -1.09029801e-01
1.51772075e-03 7.30668144e-02]
[ -7.85071975e-02 -9.52631144e-02 4.58830799e-03 -1.30040264e-01
-8.60281199e-02 1.17592495e-02 2.06248307e-01 -1.02219857e-01
-8.92349136e-04 -1.10914293e-01]
[ -1.29413444e-01 -2.25464441e-01 -7.25332725e-02 -1.83766705e-03
3.71527399e-01 1.03039672e-01 1.78085079e-01 -1.70239876e-02
-1.75046233e-01 -2.20258133e-01]
[ -1.58296666e-01 2.61608523e-03 6.12844086e-02 1.99480485e-02
-1.69624156e-01 -2.19087343e-01 -1.75281500e-01 -1.97199158e-01
8.51909440e-02 1.71927399e-01]
[ -2.80846824e-01 -3.44402796e-01 9.59632165e-02 2.18031309e-01
-1.33408558e-01 -6.52805803e-02 9.72733529e-02 -2.60671671e-01
-2.71079308e-01 -8.57458844e-02]
[ 9.67335754e-02 -2.05147884e-01 -2.43668984e-02 1.11193407e-01
-4.95249841e-02 -8.68667254e-02 2.56311934e-01 2.15916907e-03
2.13121860e-02 -3.06084062e-03]
[ 4.46962668e-02 -9.94842266e-02 -2.07716592e-01 1.61998280e-01
-9.57504330e-02 7.87939181e-02 -4.52390055e-02 -1.90406526e-02
-7.94910207e-02 7.11468249e-03]
[ -1.15236149e-01 -7.68106113e-02 -1.99691826e-01 1.65352578e-01
-1.22222187e-02 1.31425364e-01 3.52420636e-03 -2.49917619e-01
7.84940687e-02 -1.87606126e-01]
[ -6.25903862e-02 -3.93173550e-02 2.78043940e-01 1.08687205e-01
9.45741878e-02 -6.39024008e-02 -1.28264062e-01 1.21271911e-01
8.15081474e-02 4.54942043e-02]
[ 6.33870667e-02 -1.01492669e-02 8.96060205e-02 9.44929334e-02
1.74112260e-02 -1.82492768e-02 2.00903013e-01 1.20667757e-01
-2.17073582e-02 -5.29597831e-02]
[ 7.20756061e-03 -1.50630368e-01 -2.93161546e-01 -5.55141897e-02
1.25496972e-01 -9.17039282e-02 1.41415072e-01 1.62539705e-01
1.04925728e-01 -3.37794250e-02]
[ 5.06505481e-02 -3.13685406e-02 -1.15201498e-01 4.92412834e-02
-1.24150357e-01 3.19909238e-01 2.67337908e-01 2.04682775e-01
-1.56310868e-01 -5.61619187e-02]
[ 1.74526291e-03 -1.18355772e-02 1.22531797e-01 1.05975950e-01
1.03824270e-02 1.05590282e-01 -1.02131915e-01 -4.19500053e-02
2.15793638e-01 8.08632195e-02]
[ 1.14403586e-01 8.19538093e-02 -4.29860896e-02 -9.20411346e-02
-1.13559296e-01 -3.31639488e-01 1.14773230e-01 8.94883398e-03
1.48142750e-01 9.49650445e-02]
[ -1.05276801e-01 -5.23266031e-02 -1.69504490e-02 1.87034791e-02
-3.76806819e-03 -2.03368554e-01 -5.46522953e-02 -2.04812886e-02
1.44194837e-02 1.23088509e-01]
[ -1.64446263e-01 -1.32133800e-01 -2.04991661e-01 -2.70362528e-02
-2.79871868e-01 2.39860821e-03 6.37110043e-02 -2.58842078e-02
-1.47344184e-02 3.51028593e-02]
[ -3.08047816e-02 -1.27858018e-01 -7.50457735e-02 -1.26329021e-01
5.27444199e-01 2.75630518e-01 5.95307926e-01 1.13027044e-01
-1.81435578e-01 -3.79094006e-01]
[ -1.86298524e-02 -4.38824153e-01 -3.13080742e-02 -7.47198527e-02
6.63703318e-01 1.00942111e-01 5.66196809e-01 9.12195903e-02
2.87186654e-02 -3.89223481e-01]
[ 1.10587972e-02 -4.90748630e-01 -4.35172539e-02 -1.06144387e-01
6.73648662e-01 2.28527894e-02 5.29058898e-01 4.86308206e-02
-3.63697608e-01 -2.19421774e-01]
[ -1.75848838e-01 -6.37741069e-01 -1.12338247e-02 -2.07972496e-01
7.85117187e-01 -8.97940317e-02 6.61061774e-01 -8.34577029e-02
-7.12006163e-02 8.16087001e-02]
[ -3.01749448e-01 -4.57412659e-01 5.37651167e-02 -5.27365607e-02
9.23502140e-01 1.43386374e-01 4.69985040e-01 4.70408849e-02
-9.28127809e-02 -1.41084317e-01]
[ -2.11342424e-01 -3.41897533e-01 2.49949492e-01 -2.47536976e-01
6.79628319e-01 -4.33551299e-02 7.23795094e-01 1.25398772e-02
-2.60953944e-01 -3.14537598e-02]
[ -1.37825525e-01 -2.45796774e-01 -1.83626650e-01 -1.09970083e-01
5.11088444e-01 -2.27701564e-01 2.01146391e-01 1.68009847e-01
-1.56945118e-02 -1.26945209e-01]
[ 1.01702730e-01 2.42911646e-01 1.59739245e-01 -1.05226686e-01
-6.49469965e-02 5.42507109e-02 -1.43079324e-01 2.81581187e-01
6.41642389e-02 1.68745290e-01]
[ 3.56471775e-01 3.51405884e-01 -7.96406922e-02 3.18790421e-01
-9.05281739e-01 -2.89470477e-01 -4.97226265e-01 1.77878249e-01
3.93389271e-01 -1.72519789e-02]
[ 4.72321328e-02 1.27509364e-01 2.53374487e-01 2.47840373e-01
-5.71184171e-02 -1.96308533e-01 -1.76167233e-01 -1.33076863e-01
-1.39378036e-01 -2.90055022e-01]
[ 1.61666866e-02 -8.72986641e-02 -1.22018377e-01 -6.53721212e-02
2.43568102e-01 4.29292080e-02 7.36731391e-03 -1.85803013e-01
2.42994650e-02 1.95990767e-01]
[ -5.00416097e-03 -6.56126554e-02 -6.97645639e-02 -6.13245110e-02
-2.17898893e-03 -1.75394719e-01 9.62125596e-02 9.05553688e-03
2.87561830e-02 -5.78293746e-03]
[ 3.28361168e-02 9.33727104e-02 2.45168219e-01 7.86773446e-02
-2.44915902e-01 -1.37768294e-01 8.93898973e-02 3.97563236e-02
-1.82291713e-01 1.10562688e-01]
[ 7.26775002e-02 4.40007501e-02 1.07204957e-01 6.41958205e-03
-2.40359947e-01 6.80681513e-02 5.03616637e-02 -2.71172546e-01
-1.83581856e-02 -8.88627524e-02]
[ -6.36068103e-03 1.14019839e-01 8.59765406e-02 -2.60811587e-02
-6.93398372e-02 1.78448975e-01 7.73525906e-02 1.18516234e-01
-1.82796682e-02 1.76095086e-01]
[ 2.27282049e-01 9.41523299e-02 3.06698950e-02 8.73470464e-02
4.10679052e-04 -2.61087744e-02 -1.96196365e-01 1.48882153e-01
-4.91728218e-02 -1.32040648e-02]
[ 4.92831178e-02 2.77357367e-02 1.93780394e-02 4.96481304e-02
-4.47343203e-01 -1.25677805e-01 -2.31534751e-01 4.16474918e-02
1.24990005e-01 1.99875733e-01]
[ 6.02630643e-02 5.17007009e-01 1.28565501e-01 4.38891101e-01
-1.23007463e+00 -3.06137908e-01 -5.95154896e-01 -7.07379487e-02
3.02387496e-01 3.47002524e-01]
[ 1.78807248e-01 4.97829938e-01 6.73049088e-02 4.31003359e-01
-9.97669820e-01 -8.34464976e-02 -4.36998786e-01 1.51221426e-01
2.13689553e-01 4.80874031e-01]
[ 2.53996583e-01 3.26905181e-01 2.47490301e-01 1.53188963e-01
-4.85094035e-01 7.91181579e-02 -2.31610389e-01 1.62718417e-01
2.44111440e-01 8.35048384e-02]
[ -7.70947071e-02 2.23408330e-01 2.39919912e-01 1.18940956e-02
-3.84190931e-02 1.31984427e-01 -1.00804363e-01 -1.56378850e-02
-3.61543711e-02 4.56958674e-02]
[ -9.96159019e-02 4.16436546e-03 2.42709277e-02 9.24310479e-02
-5.89065459e-02 1.15954137e-01 2.41599274e-01 1.98669929e-02
-2.75218336e-01 -9.39069079e-02]
[ -2.21699314e-01 -3.40781685e-02 -9.40176003e-02 -3.44909799e-01
1.83706814e-01 1.19310403e-01 1.08203216e-01 1.03269238e-01
-2.07249822e-01 3.21359772e-02]
[ 1.04072296e-02 -4.08187152e-01 -1.27634549e-01 -1.60681742e-01
3.69402493e-01 2.51751180e-02 1.93582941e-01 1.52419557e-01
-1.64817186e-01 -2.21808862e-01]
[ 1.10712027e-01 -2.33500048e-01 -1.56912666e-01 -2.22117985e-02
-4.77799856e-02 -4.64685546e-02 9.99923748e-02 -1.54639987e-01
1.15620646e-01 -1.58426547e-01]
[ -1.14648849e-01 4.30496425e-02 2.65601174e-01 -1.30887241e-03
1.53627356e-01 7.85566835e-02 5.74185763e-02 -2.96915415e-01
-1.08459736e-01 -5.52778273e-02]
[ -3.40222809e-01 1.73302821e-02 1.77888040e-02 -1.49916326e-02
1.39417642e-01 -1.78322200e-01 7.88377486e-03 2.34964769e-01
-7.59093275e-02 8.51825133e-02]
[ 1.46468857e-01 -3.95655033e-03 -2.32815413e-01 -7.67498637e-02
1.12098713e-01 -2.99911960e-01 8.42717406e-02 -1.66959572e-01
4.54099055e-03 -1.83692643e-01]
[ 2.12338069e-01 -2.05570394e-01 6.48359020e-02 -2.17924231e-02
9.74858061e-02 -3.75294394e-02 5.61933924e-02 -1.36769041e-01
1.13662359e-01 -1.76619724e-01]
[ -1.05849157e-01 -8.55064099e-02 1.21203829e-01 1.08032264e-01
3.39954782e-02 -1.14283602e-01 2.61155036e-01 -7.83402281e-02
1.81355253e-01 -4.14836542e-03]
[ -3.17327697e-02 -2.19861583e-01 1.87072487e-01 -2.90640074e-01
-1.37881051e-01 1.28246486e-01 1.12794128e-01 -1.21613091e-01
-5.24542545e-03 1.89031392e-01]]
[[ 0.62902959]
[ 1.71954223]
[ 0.24224697]
[ 0.88576009]
[-2.76391708]
[-0.27120232]
[-1.73752254]
[ 0.07648615]
[ 0.69434832]
[ 0.88494661]]
Progress: 43.4% ... Training loss: 0.267 ... Validation loss: 0.442[[ 1.64625419e-01 2.51444575e-01 -1.03841405e-01 1.09909369e-01
-5.10853633e-01 -7.12854796e-02 -8.44901032e-02 1.20884827e-01
-5.29131870e-02 2.01042355e-01]
[ 1.47248852e-02 1.47537469e-01 -1.89001771e-02 4.78743812e-02
7.54148957e-02 -7.42320508e-03 3.15362459e-01 4.12621455e-02
1.43298886e-01 -2.66778370e-02]
[ 1.95348160e-01 7.77355551e-01 1.11142185e-02 -5.21543473e-02
6.97113576e-01 -2.09240466e-02 -9.06970133e-01 -4.13378272e-02
5.22895736e-02 2.84215547e-01]
[ 4.65909956e-02 -3.94188120e-01 -1.96451029e-01 1.80708559e-01
-2.37854638e-05 1.29420519e-01 2.20105266e-01 6.39309544e-02
1.24545860e-01 2.85855997e-01]
[ -2.72051790e-02 7.48248680e-02 -1.50535477e-01 3.65013959e-02
-4.89614127e-02 -1.79238313e-01 7.92692615e-02 -1.18049208e-01
-1.97998131e-01 -5.04468959e-02]
[ -3.91623732e-01 -6.55936407e-01 -2.99772333e-01 1.56832011e-01
-1.37289396e-01 4.02763546e-02 3.56546700e-01 -3.89345425e-02
-2.56738924e-02 -2.51218476e-02]
[ -8.89217376e-05 -2.30791198e-01 1.14905495e-02 9.75002424e-02
-3.30787924e-02 -7.34731657e-02 1.71158110e-01 -1.90605653e-01
2.02528518e-01 4.37416316e-02]
[ 1.06744420e-01 -2.72304606e-01 3.11625694e-02 -7.74570196e-02
1.55833000e-02 -4.71489050e-02 8.38070418e-02 1.17686503e-01
7.63163994e-02 -2.58275657e-02]
[ -1.83819325e-01 -1.85432807e-01 -3.05597190e-01 -3.13256818e-02
-8.57918858e-03 7.19185881e-02 -9.39996115e-02 -3.04575238e-02
2.58131397e-01 -1.43790768e-01]
[ 3.39968942e-02 -4.26255928e-01 7.84065605e-02 -4.16684962e-03
-1.84555470e-01 -1.10872480e-01 2.18626722e-01 -1.08983839e-01
1.97924282e-03 7.37116398e-02]
[ -7.94857253e-02 -9.69981415e-02 4.20638016e-03 -1.31484239e-01
-8.17284940e-02 1.21768631e-02 2.07976372e-01 -1.02329551e-01
-1.94007321e-03 -1.12277489e-01]
[ -1.28158739e-01 -2.23211613e-01 -7.19898444e-02 1.90118484e-05
3.66315416e-01 1.02462826e-01 1.75111924e-01 -1.68507436e-02
-1.73507073e-01 -2.18223746e-01]
[ -1.58296666e-01 2.61608523e-03 6.12844086e-02 1.99480485e-02
-1.69624156e-01 -2.19087343e-01 -1.75281500e-01 -1.97199158e-01
8.51909440e-02 1.71927399e-01]
[ -2.80392339e-01 -3.43263685e-01 9.61695005e-02 2.18766866e-01
-1.34789547e-01 -6.55026568e-02 9.61043051e-02 -2.60609760e-01
-2.70565538e-01 -8.50126128e-02]
[ 9.69521503e-02 -2.05008505e-01 -2.42751670e-02 1.11543971e-01
-5.06835029e-02 -8.69651334e-02 2.56093923e-01 2.18804418e-03
2.15858000e-02 -2.74947211e-03]
[ 4.39819189e-02 -1.01122447e-01 -2.08001342e-01 1.60926961e-01
-9.27695620e-02 7.90975085e-02 -4.36925237e-02 -1.91308837e-02
-8.03081069e-02 6.05459157e-03]
[ -1.15576306e-01 -7.75643966e-02 -1.99830070e-01 1.64824792e-01
-9.82558042e-03 1.31573416e-01 4.37537191e-03 -2.49955092e-01
7.81270115e-02 -1.88017877e-01]
[ -6.16206361e-02 -3.70974345e-02 2.78375199e-01 1.10027523e-01
9.14234326e-02 -6.42998894e-02 -1.30287085e-01 1.21393663e-01
8.25736842e-02 4.68161764e-02]
[ 6.43169146e-02 -7.94284866e-03 9.00021192e-02 9.57747208e-02
1.36542209e-02 -1.86438674e-02 1.98249752e-01 1.20789750e-01
-2.06120605e-02 -5.15503322e-02]
[ 6.70054265e-03 -1.51640654e-01 -2.93365322e-01 -5.62534090e-02
1.27143103e-01 -9.14827891e-02 1.42544513e-01 1.62475517e-01
1.04351350e-01 -3.44407336e-02]
[ 5.03628158e-02 -3.18610364e-02 -1.15312556e-01 4.88353114e-02
-1.23165586e-01 3.20028437e-01 2.67749375e-01 2.04646200e-01
-1.56629173e-01 -5.65811943e-02]
[ 9.66620772e-04 -1.38240140e-02 1.22223653e-01 1.04823175e-01
1.38548715e-02 1.05943326e-01 -9.98775681e-02 -4.20497104e-02
2.14907915e-01 7.97246947e-02]
[ 1.14664046e-01 8.26360750e-02 -4.28835797e-02 -9.17037420e-02
-1.14674738e-01 -3.31737033e-01 1.14172537e-01 8.97902667e-03
1.48427021e-01 9.53401175e-02]
[ -1.04918413e-01 -5.20867045e-02 -1.67933228e-02 1.93353989e-02
-5.90871612e-03 -2.03548036e-01 -5.52119513e-02 -2.04305492e-02
1.49016299e-02 1.23688097e-01]
[ -1.64278191e-01 -1.31878935e-01 -2.04919952e-01 -2.67767146e-02
-2.80442741e-01 2.32143824e-03 6.33784222e-02 -2.58619860e-02
-1.45335463e-02 3.53591028e-02]
[ -3.08585236e-02 -1.28362223e-01 -7.50743799e-02 -1.26449605e-01
5.27772801e-01 2.75671212e-01 5.95784975e-01 1.13016522e-01
-1.81528454e-01 -3.79220679e-01]
[ -1.86976358e-02 -4.39005045e-01 -3.13339107e-02 -7.48127902e-02
6.63973528e-01 1.00970869e-01 5.66356781e-01 9.12121470e-02
2.86440909e-02 -3.89308732e-01]
[ 1.06517734e-02 -4.91551904e-01 -4.36741513e-02 -1.06716551e-01
6.75398763e-01 2.30332731e-02 5.30043481e-01 4.85797927e-02
-3.64144279e-01 -2.20010008e-01]
[ -1.75595102e-01 -6.37658584e-01 -1.11163357e-02 -2.07525190e-01
7.83910928e-01 -8.99280564e-02 6.60781907e-01 -8.34207136e-02
-7.08525069e-02 8.20315533e-02]
[ -3.01499768e-01 -4.57050203e-01 5.38743851e-02 -5.23633025e-02
9.22687399e-01 1.43264866e-01 4.69567556e-01 4.70757112e-02
-9.25107770e-02 -1.40680607e-01]
[ -2.11337070e-01 -3.41889921e-01 2.49948586e-01 -2.47540894e-01
6.79623855e-01 -4.33562058e-02 7.23786226e-01 1.25395756e-02
-2.60960285e-01 -3.14498874e-02]
[ -1.37775905e-01 -2.46067236e-01 -1.83598741e-01 -1.09831453e-01
5.10918083e-01 -2.27740686e-01 2.01354956e-01 1.68021195e-01
-1.56135975e-02 -1.26808439e-01]
[ 1.01941243e-01 2.44071761e-01 1.59852748e-01 -1.04792095e-01
-6.65936389e-02 5.41362016e-02 -1.44155960e-01 2.81611895e-01
6.44259229e-02 1.69106111e-01]
[ 3.56723652e-01 3.52005313e-01 -7.95627331e-02 3.19078185e-01
-9.05888529e-01 -2.89576642e-01 -4.97946625e-01 1.77905923e-01
3.93647114e-01 -1.69367213e-02]
[ 4.68528316e-02 1.26663377e-01 2.53233164e-01 2.47307648e-01
-5.57253521e-02 -1.96146412e-01 -1.75278828e-01 -1.33122198e-01
-1.39794765e-01 -2.90591323e-01]
[ 1.59272535e-02 -8.80075306e-02 -1.22116891e-01 -6.57200064e-02
2.44593890e-01 4.30384358e-02 8.07252091e-03 -1.85831035e-01
2.40266576e-02 1.95676654e-01]
[ -5.12798895e-03 -6.60030896e-02 -6.98109719e-02 -6.14724273e-02
-1.89546792e-03 -1.75346592e-01 9.65434571e-02 9.04161919e-03
2.86285841e-02 -5.95597089e-03]
[ 3.27557540e-02 9.29997267e-02 2.45146900e-01 7.85916803e-02
-2.44259933e-01 -1.37749875e-01 8.95791245e-02 3.97482190e-02
-1.82396751e-01 1.10518116e-01]
[ 7.25717001e-02 4.37458716e-02 1.07166239e-01 6.26730014e-03
-2.39839135e-01 6.81168163e-02 5.06646151e-02 -2.71185122e-01
-1.84792313e-02 -8.90289203e-02]
[ -6.73100916e-03 1.13464179e-01 8.57991869e-02 -2.66522145e-02
-6.76458050e-02 1.78606475e-01 7.81514527e-02 1.18467457e-01
-1.87276903e-02 1.75517204e-01]
[ 2.26719759e-01 9.26392164e-02 3.04496000e-02 8.65389260e-02
2.92145134e-03 -2.58835840e-02 -1.94701188e-01 1.48818262e-01
-4.97831926e-02 -1.39554632e-02]
[ 4.94864841e-02 2.83940323e-02 1.94623533e-02 4.99244020e-02
-4.48095693e-01 -1.25757573e-01 -2.32136036e-01 4.16729411e-02
1.25221082e-01 2.00167122e-01]
[ 6.11533266e-02 5.18853493e-01 1.28881225e-01 4.40063473e-01
-1.23221722e+00 -3.06471559e-01 -5.97027290e-01 -7.06396477e-02
3.03356135e-01 3.48366684e-01]
[ 1.80140102e-01 5.00972988e-01 6.78404996e-02 4.32855289e-01
-1.00349042e+00 -8.40087945e-02 -4.40511694e-01 1.51392286e-01
2.15293908e-01 4.82778543e-01]
[ 2.53630039e-01 3.26316712e-01 2.47360466e-01 1.52663960e-01
-4.83736011e-01 7.92878091e-02 -2.31050310e-01 1.62671252e-01
2.43698431e-01 8.29527367e-02]
[ -7.72169464e-02 2.23297703e-01 2.39872059e-01 1.17164712e-02
-3.79164576e-02 1.32034357e-01 -1.00527159e-01 -1.56455672e-02
-3.62793304e-02 4.55430846e-02]
[ -9.93461565e-02 4.82942066e-03 2.43761563e-02 9.28088587e-02
-6.00473235e-02 1.15835475e-01 2.40902188e-01 1.98998191e-02
-2.74914727e-01 -9.35354478e-02]
[ -2.21765217e-01 -3.41521713e-02 -9.40440331e-02 -3.45018970e-01
1.83938698e-01 1.19343831e-01 1.08311568e-01 1.03260028e-01
-2.07334406e-01 3.20324512e-02]
[ 1.03384808e-02 -4.08539642e-01 -1.27650492e-01 -1.60754619e-01
3.69389424e-01 2.51919684e-02 1.93919928e-01 1.52414063e-01
-1.64877834e-01 -2.21895617e-01]
[ 1.10259384e-01 -2.34059818e-01 -1.57087338e-01 -2.27989780e-02
-4.69000113e-02 -4.62599582e-02 1.00916937e-01 -1.54699103e-01
1.15145967e-01 -1.59070764e-01]
[ -1.14044664e-01 4.38987591e-02 2.65864315e-01 -3.90261899e-04
1.51682531e-01 7.82820388e-02 5.63546856e-02 -2.96829885e-01
-1.07730338e-01 -5.43810332e-02]
[ -3.40991624e-01 1.55763113e-02 1.74881419e-02 -1.61061213e-02
1.42549952e-01 -1.78021596e-01 9.60995307e-03 2.34873775e-01
-7.67142984e-02 8.41716924e-02]
[ 1.46728237e-01 -3.89556636e-03 -2.32690477e-01 -7.64541009e-02
1.11081145e-01 -3.00031616e-01 8.34775973e-02 -1.66920951e-01
4.84113350e-03 -1.83245863e-01]
[ 2.12948829e-01 -2.04355349e-01 6.50513765e-02 -2.09660497e-02
9.60472536e-02 -3.77651523e-02 5.52475755e-02 -1.36696255e-01
1.14317446e-01 -1.75788635e-01]
[ -1.05587334e-01 -8.47174848e-02 1.21319143e-01 1.08435781e-01
3.31370149e-02 -1.14399364e-01 2.60163495e-01 -7.83048664e-02
1.81682861e-01 -3.73755302e-03]
[ -3.15157802e-02 -2.19463278e-01 1.87139703e-01 -2.90342665e-01
-1.38427302e-01 1.28161324e-01 1.12575409e-01 -1.21585769e-01
-5.02505318e-03 1.89416972e-01]]
[[ 0.6306846 ]
[ 1.72103983]
[ 0.2459965 ]
[ 0.8911405 ]
[-2.76586489]
[-0.26935456]
[-1.73279047]
[ 0.07875912]
[ 0.69812904]
[ 0.88866264]]
Progress: 43.4% ... Training loss: 0.267 ... Validation loss: 0.441[[ 1.67501011e-01 2.60215659e-01 -1.02664539e-01 1.14139166e-01
-5.23268791e-01 -7.25621907e-02 -9.25680845e-02 1.21238755e-01
-4.97887855e-02 2.04888357e-01]
[ 1.44680410e-02 1.46869358e-01 -1.89981610e-02 4.75198729e-02
7.61059857e-02 -7.31476248e-03 3.15872968e-01 4.12303309e-02
1.43014274e-01 -2.70302280e-02]
[ 1.98856964e-01 7.86610662e-01 1.24260479e-02 -4.75521914e-02
6.86884073e-01 -2.24332084e-02 -9.15909762e-01 -4.09238937e-02
5.60863801e-02 2.88805751e-01]
[ 4.65064859e-02 -3.95901646e-01 -1.96587169e-01 1.80425306e-01
1.98752608e-03 1.29580744e-01 2.20780415e-01 6.39000158e-02
1.24060490e-01 2.85326114e-01]
[ -2.88732749e-02 7.10454215e-02 -1.51156649e-01 3.41157824e-02
-4.20085496e-02 -1.78542426e-01 8.38419650e-02 -1.18247527e-01
-1.99733334e-01 -5.28147096e-02]
[ -3.91981892e-01 -6.57104430e-01 -2.99870323e-01 1.56555991e-01
-1.38728839e-01 4.03790899e-02 3.57772192e-01 -3.89716874e-02
-2.59870541e-02 -2.55682881e-02]
[ 3.90919614e-04 -2.29671234e-01 1.16811460e-02 9.81557357e-02
-3.47097263e-02 -7.37163204e-02 1.70068595e-01 -1.90551114e-01
2.03112472e-01 4.44461008e-02]
[ 1.09965817e-01 -2.64533226e-01 3.24119282e-02 -7.29364022e-02
2.31983262e-03 -4.85680374e-02 7.61610241e-02 1.18084097e-01
7.98806253e-02 -2.15980370e-02]
[ -1.81551986e-01 -1.79535798e-01 -3.04699971e-01 -2.80810596e-02
-1.84984024e-02 7.09486274e-02 -9.96798239e-02 -3.01720558e-02
2.60509988e-01 -1.40577780e-01]
[ 3.75747144e-02 -4.17539918e-01 7.98598431e-02 1.01357645e-03
-2.01958031e-01 -1.12509616e-01 2.10320769e-01 -1.08536406e-01
6.04144055e-03 7.85690336e-02]
[ -7.81156730e-02 -9.33551558e-02 4.75865078e-03 -1.29463964e-01
-8.73109220e-02 1.15708343e-02 2.04213750e-01 -1.02155206e-01
-5.44767611e-04 -1.10294646e-01]
[ -1.27496195e-01 -2.21950279e-01 -7.17562120e-02 9.63024227e-04
3.63047347e-01 1.02176478e-01 1.73990246e-01 -1.67720653e-02
-1.72750967e-01 -2.17363437e-01]
[ -1.58296666e-01 2.61608523e-03 6.12844086e-02 1.99480485e-02
-1.69624156e-01 -2.19087343e-01 -1.75281500e-01 -1.97199158e-01
8.51909440e-02 1.71927399e-01]
[ -2.80476138e-01 -3.43072235e-01 9.61460889e-02 2.18684589e-01
-1.34991546e-01 -6.54715634e-02 9.59856334e-02 -2.60620139e-01
-2.70650480e-01 -8.51351256e-02]
[ 9.68142671e-02 -2.05764402e-01 -2.43290357e-02 1.11404511e-01
-5.08404016e-02 -8.69178436e-02 2.56752860e-01 2.17282003e-03
2.14715816e-02 -2.94471700e-03]
[ 4.42124680e-02 -1.00321875e-01 -2.07862610e-01 1.61366292e-01
-9.48179561e-02 7.89781977e-02 -4.44355013e-02 -1.91012288e-02
-8.00226466e-02 6.41282646e-03]
[ -1.14796303e-01 -7.59041393e-02 -1.99544273e-01 1.65912685e-01
-1.31069873e-02 1.31236520e-01 2.67816744e-03 -2.49865390e-01
7.89958225e-02 -1.86969526e-01]
[ -6.17099876e-02 -3.73925139e-02 2.78344467e-01 1.09897761e-01
9.18202221e-02 -6.42616896e-02 -1.29929997e-01 1.21380267e-01
8.24929110e-02 4.67565062e-02]
[ 6.33824426e-02 -9.80270855e-03 8.96363090e-02 9.44311854e-02
1.75154716e-02 -1.82872041e-02 2.00359542e-01 1.20676846e-01
-2.16430751e-02 -5.28733228e-02]
[ 6.99024528e-03 -1.50860307e-01 -2.93262576e-01 -5.58899701e-02
1.26331821e-01 -9.16080640e-02 1.41748207e-01 1.62504311e-01
1.04652425e-01 -3.40447532e-02]
[ 5.11795379e-02 -3.04980766e-02 -1.15029298e-01 4.99239339e-02
-1.26875784e-01 3.19683175e-01 2.66115209e-01 2.04741837e-01
-1.55722156e-01 -5.53999317e-02]
[ 4.41832997e-03 -4.94832600e-03 1.23617507e-01 1.09808376e-01
-7.31787039e-04 1.04434095e-01 -1.08286365e-01 -4.16089185e-02
2.18669012e-01 8.42572734e-02]
[ 1.15312104e-01 8.45178528e-02 -4.26348913e-02 -9.07958291e-02
-1.16197928e-01 -3.32005806e-01 1.12290783e-01 9.06073071e-03
1.49015996e-01 9.62728937e-02]
[ -1.04415872e-01 -5.09553873e-02 -1.65875828e-02 2.00729995e-02
-8.60846991e-03 -2.03773389e-01 -5.64789476e-02 -2.03673438e-02
1.54764581e-02 1.24386013e-01]
[ -1.64141554e-01 -1.32032138e-01 -2.04865758e-01 -2.65469672e-02
-2.81934058e-01 2.24877951e-03 6.36092262e-02 -2.58391170e-02
-1.42962521e-02 3.56129663e-02]
[ -3.06257334e-02 -1.27900621e-01 -7.49861078e-02 -1.26090003e-01
5.26832727e-01 2.75554206e-01 5.95259822e-01 1.13047576e-01
-1.81256807e-01 -3.78880560e-01]
[ -1.84597890e-02 -4.38787117e-01 -3.12408144e-02 -7.44629433e-02
6.62942955e-01 1.00865639e-01 5.66074881e-01 9.12430767e-02
2.89162350e-02 -3.89012270e-01]
[ 1.12806456e-02 -4.90839276e-01 -4.34501963e-02 -1.05804233e-01
6.72658112e-01 2.27514645e-02 5.29142621e-01 4.86612342e-02
-3.63410392e-01 -2.19091706e-01]
[ -1.75353691e-01 -6.37619141e-01 -1.10107597e-02 -2.07130273e-01
7.82716531e-01 -9.00441368e-02 6.60644988e-01 -8.33865654e-02
-7.05609140e-02 8.24071020e-02]
[ -3.01827460e-01 -4.57878884e-01 5.37653404e-02 -5.27745359e-02
9.23802577e-01 1.43387158e-01 4.70460304e-01 4.70399122e-02
-9.28171549e-02 -1.41092922e-01]
[ -2.11384575e-01 -3.42103757e-01 2.49931762e-01 -2.47600119e-01
6.79808706e-01 -4.33401538e-02 7.23971581e-01 1.25347787e-02
-2.61006422e-01 -3.15088982e-02]
[ -1.37644046e-01 -2.45806356e-01 -1.83547154e-01 -1.09643150e-01
5.10518559e-01 -2.27798611e-01 2.01099059e-01 1.68037451e-01
-1.54665640e-02 -1.26614951e-01]
[ 1.02685911e-01 2.46484523e-01 1.60155092e-01 -1.03699942e-01
-7.02333273e-02 5.38198213e-02 -1.46597394e-01 2.81699000e-01
6.51977426e-02 1.70043199e-01]
[ 3.56312319e-01 3.51119245e-01 -7.97435199e-02 3.18392305e-01
-9.04416906e-01 -2.89361477e-01 -4.97091088e-01 1.77842574e-01
3.92958906e-01 -1.75118866e-02]
[ 4.67668887e-02 1.26623429e-01 2.53208830e-01 2.47198715e-01
-5.56634196e-02 -1.96119039e-01 -1.75237424e-01 -1.33133464e-01
-1.39893966e-01 -2.90680730e-01]
[ 1.57792340e-02 -8.83821109e-02 -1.22182976e-01 -6.59550969e-02
2.45302342e-01 4.30991597e-02 8.54879151e-03 -1.85848670e-01
2.38545681e-02 1.95486892e-01]
[ -4.83715174e-03 -6.54368654e-02 -6.97082800e-02 -6.11007223e-02
-2.98914372e-03 -1.75461174e-01 9.58633864e-02 9.07569153e-03
2.88632460e-02 -5.60262385e-03]
[ 3.21576069e-02 9.16707018e-02 2.44907281e-01 7.76942063e-02
-2.41819567e-01 -1.37501717e-01 9.09542511e-02 3.96685062e-02
-1.83087840e-01 1.09640126e-01]
[ 7.34655220e-02 4.60769072e-02 1.07517916e-01 7.55456326e-03
-2.43192748e-01 6.77281395e-02 4.81967916e-02 -2.71079798e-01
-1.74867855e-02 -8.77988127e-02]
[ -5.16573170e-03 1.17222901e-01 8.63885433e-02 -2.44812840e-02
-7.42682492e-02 1.77923159e-01 7.44272308e-02 1.18652990e-01
-1.69708792e-02 1.77697453e-01]
[ 2.27468228e-01 9.46461895e-02 3.07390543e-02 8.76258297e-02
-4.69738040e-04 -2.62011022e-02 -1.96488411e-01 1.48912184e-01
-4.89406018e-02 -1.29024970e-02]
[ 4.93796006e-02 2.83830091e-02 1.94109701e-02 4.97492570e-02
-4.47654990e-01 -1.25709962e-01 -2.32123259e-01 4.16578714e-02
1.25059675e-01 1.99990957e-01]
[ 6.08252602e-02 5.18170776e-01 1.28756094e-01 4.39562973e-01
-1.23167390e+00 -3.06313160e-01 -5.96143289e-01 -7.06796363e-02
3.03030184e-01 3.47924428e-01]
[ 1.81692317e-01 5.04958364e-01 6.85316820e-02 4.35292152e-01
-1.01018260e+00 -8.47565701e-02 -4.43949441e-01 1.51613225e-01
2.17217817e-01 4.84855615e-01]
[ 2.53566425e-01 3.26138532e-01 2.47336990e-01 1.52593363e-01
-4.83884733e-01 7.93101969e-02 -2.31010558e-01 1.62664537e-01
2.43636830e-01 8.28839247e-02]
[ -7.67695614e-02 2.24439394e-01 2.40043848e-01 1.23485703e-02
-3.95667538e-02 1.31844048e-01 -1.01634993e-01 -1.55942219e-02
-3.57844015e-02 4.61411002e-02]
[ -9.93597441e-02 4.89127597e-03 2.43765238e-02 9.27956758e-02
-6.00734809e-02 1.15836671e-01 2.40917877e-01 1.98984236e-02
-2.74909477e-01 -9.35478701e-02]
[ -2.21759924e-01 -3.42122980e-02 -9.40414418e-02 -3.45009918e-01
1.83753733e-01 1.19338793e-01 1.08304132e-01 1.03262162e-01
-2.07323880e-01 3.20581542e-02]
[ 1.03589430e-02 -4.08272250e-01 -1.27638563e-01 -1.60744603e-01
3.69278094e-01 2.51847453e-02 1.93705533e-01 1.52416043e-01
-1.64861411e-01 -2.21870233e-01]
[ 1.11576019e-01 -2.30148876e-01 -1.56526054e-01 -2.07143469e-02
-5.47083166e-02 -4.68615031e-02 9.75401836e-02 -1.54529760e-01
1.16657748e-01 -1.57081231e-01]
[ -1.13032895e-01 4.64280986e-02 2.66273223e-01 1.10802771e-03
1.47414574e-01 7.78122604e-02 5.34345791e-02 -2.96689811e-01
-1.06684384e-01 -5.29297217e-02]
[ -3.39552960e-01 1.90672979e-02 1.80350197e-02 -1.41762430e-02
1.36795832e-01 -1.78656162e-01 6.48053989e-03 2.35038410e-01
-7.51584247e-02 8.58685384e-02]
[ 1.46915546e-01 -3.85017054e-03 -2.32650873e-01 -7.62197504e-02
1.10359930e-01 -3.00132562e-01 8.34087648e-02 -1.66898969e-01
5.04191043e-03 -1.83003075e-01]
[ 2.13881886e-01 -2.02417274e-01 6.54797203e-02 -1.94767723e-02
9.28546748e-02 -3.82105751e-02 5.34365233e-02 -1.36561578e-01
1.15513693e-01 -1.74437077e-01]
[ -1.05174724e-01 -8.39615056e-02 1.21500501e-01 1.09140234e-01
3.06780576e-02 -1.14610158e-01 2.59261640e-01 -7.82469695e-02
1.82167583e-01 -3.12361238e-03]
[ -3.12054062e-02 -2.18513668e-01 1.87212512e-01 -2.90138832e-01
-1.40477226e-01 1.28094864e-01 1.11593168e-01 -1.21573921e-01
-4.80679736e-03 1.89771539e-01]]
[[ 0.65128709]
[ 1.74078418]
[ 0.26495648]
[ 0.90978267]
[-2.74751733]
[-0.25017964]
[-1.71778444]
[ 0.0972977 ]
[ 0.71990583]
[ 0.91005062]]
Progress: 43.5% ... Training loss: 0.288 ... Validation loss: 0.449[[ 1.60963945e-01 2.44715261e-01 -1.05388681e-01 1.04569149e-01
-4.95884919e-01 -6.99391510e-02 -7.67448059e-02 1.20235788e-01
-5.72530836e-02 1.95720708e-01]
[ 1.45737462e-02 1.47172193e-01 -1.89514991e-02 4.76808208e-02
7.56763870e-02 -7.35338959e-03 3.15651240e-01 4.12468694e-02
1.43141541e-01 -2.68775798e-02]
[ 1.94081446e-01 7.73551549e-01 1.04919787e-02 -5.43716174e-02
7.07247971e-01 -2.06389395e-02 -9.03560356e-01 -4.16084323e-02
5.05536360e-02 2.82199489e-01]
[ 4.77951834e-02 -3.93693239e-01 -1.96078055e-01 1.82194051e-01
-2.25149043e-03 1.29176316e-01 2.18899791e-01 6.40662830e-02
1.25579325e-01 2.87472023e-01]
[ -2.82548253e-02 7.33200287e-02 -1.50757983e-01 3.51918106e-02
-4.53472459e-02 -1.78877415e-01 8.14751570e-02 -1.18107951e-01
-1.98895984e-01 -5.18972093e-02]
[ -3.93114778e-01 -6.59262742e-01 -3.00402573e-01 1.54783805e-01
-1.34130702e-01 4.08898548e-02 3.60045651e-01 -3.91583607e-02
-2.73563082e-02 -2.73103662e-02]
[ -3.12780264e-03 -2.37793427e-01 1.02376557e-02 9.31745185e-02
-2.06192712e-02 -7.23864848e-02 1.78451225e-01 -1.91052659e-01
1.99158530e-01 3.95265766e-02]
[ 1.07416778e-01 -2.71047682e-01 3.13067009e-02 -7.68021192e-02
1.25919807e-02 -4.75073718e-02 8.26403605e-02 1.17679396e-01
7.68418824e-02 -2.51738277e-02]
[ -1.83115317e-01 -1.82951815e-01 -3.05306999e-01 -3.02845511e-02
-1.32768293e-02 7.15276391e-02 -9.62103421e-02 -3.04040335e-02
2.58895940e-01 -1.42792919e-01]
[ 3.25324911e-02 -4.29426072e-01 7.77271850e-02 -6.45032779e-03
-1.81775791e-01 -1.10487510e-01 2.22388833e-01 -1.09309764e-01
2.60951876e-04 7.13621863e-02]
[ -8.06924610e-02 -9.90076090e-02 3.66052661e-03 -1.33230539e-01
-7.69132849e-02 1.25753342e-02 2.10095089e-01 -1.02533321e-01
-3.44010485e-03 -1.13979079e-01]
[ -1.28641161e-01 -2.24622651e-01 -7.22134260e-02 -6.29108789e-04
3.66649783e-01 1.02630151e-01 1.76645750e-01 -1.69454889e-02
-1.74051129e-01 -2.18924688e-01]
[ -1.58296666e-01 2.61608523e-03 6.12844086e-02 1.99480485e-02
-1.69624156e-01 -2.19087343e-01 -1.75281500e-01 -1.97199158e-01
8.51909440e-02 1.71927399e-01]
[ -2.80554234e-01 -3.42922780e-01 9.60885985e-02 2.18506798e-01
-1.34820591e-01 -6.54086228e-02 9.59965822e-02 -2.60640053e-01
-2.70803616e-01 -8.53175295e-02]
[ 9.69056678e-02 -2.05815183e-01 -2.43478480e-02 1.11391037e-01
-5.01902009e-02 -8.69178434e-02 2.56663926e-01 2.18216583e-03
2.15261909e-02 -2.88874091e-03]
[ 4.30662780e-02 -1.02578860e-01 -2.08318558e-01 1.59785371e-01
-9.10409748e-02 7.94260218e-02 -4.20840560e-02 -1.92773336e-02
-8.12933735e-02 4.79717628e-03]
[ -1.16224138e-01 -7.90517734e-02 -2.00131098e-01 1.63893273e-01
-7.72363489e-03 1.31763143e-01 5.96274423e-03 -2.50051200e-01
7.74119421e-02 -1.88915879e-01]
[ -6.29380063e-02 -4.01616711e-02 2.77829983e-01 1.08121200e-01
9.70082992e-02 -6.37887133e-02 -1.27023341e-01 1.21192094e-01
8.10773560e-02 4.49126163e-02]
[ 6.03344016e-02 -1.78312829e-02 8.83308564e-02 8.98416428e-02
3.00963792e-02 -1.70249020e-02 2.07996519e-01 1.20190400e-01
-2.52882018e-02 -5.71226798e-02]
[ 7.06163872e-03 -1.50921067e-01 -2.93216544e-01 -5.57225246e-02
1.25638479e-01 -9.16503048e-02 1.41857248e-01 1.62524804e-01
1.04771362e-01 -3.39289335e-02]
[ 5.08796334e-02 -3.09805539e-02 -1.15158411e-01 4.94948904e-02
-1.25481177e-01 3.19804112e-01 2.66637874e-01 2.04700809e-01
-1.56061809e-01 -5.57622834e-02]
[ 4.35512533e-03 -4.96216093e-03 1.23588192e-01 1.09710035e-01
-5.12850105e-04 1.04459448e-01 -1.08055977e-01 -4.16232218e-02
2.18608643e-01 8.41441853e-02]
[ 1.13042327e-01 7.94608635e-02 -4.35281797e-02 -9.39875516e-02
-1.08328868e-01 -3.31158729e-01 1.17556690e-01 8.72537095e-03
1.46624884e-01 9.30721649e-02]
[ -1.03894456e-01 -4.96740935e-02 -1.63720328e-02 2.08051657e-02
-1.05796278e-02 -2.03975210e-01 -5.77885795e-02 -2.02915460e-02
1.60666248e-02 1.25113034e-01]
[ -1.64028674e-01 -1.31806672e-01 -2.04824609e-01 -2.63923826e-02
-2.82320323e-01 2.20708629e-03 6.32940941e-02 -2.58225114e-02
-1.41763948e-02 3.57754415e-02]
[ -3.09160834e-02 -1.28543041e-01 -7.51063492e-02 -1.26513564e-01
5.27997395e-01 2.75672741e-01 5.95820009e-01 1.13003552e-01
-1.81591294e-01 -3.79285940e-01]
[ -1.88965843e-02 -4.39585440e-01 -3.14283435e-02 -7.51217862e-02
6.64611729e-01 1.01046590e-01 5.66947181e-01 9.11735701e-02
2.84323859e-02 -3.89649624e-01]
[ 1.02059258e-02 -4.93213054e-01 -4.39014405e-02 -1.07409913e-01
6.77141908e-01 2.31920379e-02 5.31818307e-01 4.84920981e-02
-3.64646793e-01 -2.20650529e-01]
[ -1.75783832e-01 -6.38595407e-01 -1.11894679e-02 -2.07743154e-01
7.84289487e-01 -8.98761548e-02 6.61722901e-01 -8.34511693e-02
-7.10340554e-02 8.18726799e-02]
[ -3.02339751e-01 -4.58836338e-01 5.35708863e-02 -5.34669390e-02
9.25818075e-01 1.43581649e-01 4.71570418e-01 4.69637734e-02
-9.33526590e-02 -1.41796955e-01]
[ -2.11449168e-01 -3.42199225e-01 2.49905087e-01 -2.47697306e-01
6.79942847e-01 -4.33130378e-02 7.24045341e-01 1.25243396e-02
-2.61075169e-01 -3.16046067e-02]
[ -1.38058947e-01 -2.46784263e-01 -1.83712971e-01 -1.10232396e-01
5.11983443e-01 -2.27646021e-01 2.02147698e-01 1.67976478e-01
-1.59073270e-02 -1.27124869e-01]
[ 1.01935336e-01 2.44544086e-01 1.59831347e-01 -1.04811189e-01
-6.71423126e-02 5.41250524e-02 -1.44542424e-01 2.81584110e-01
6.43743678e-02 1.69129527e-01]
[ 3.56285331e-01 3.50599647e-01 -7.97708685e-02 3.18288890e-01
-9.03797423e-01 -2.89346004e-01 -4.96478088e-01 1.77839361e-01
3.92976955e-01 -1.75812695e-02]
[ 4.66504132e-02 1.26339806e-01 2.53161313e-01 2.47040027e-01
-5.51765209e-02 -1.96075285e-01 -1.74987418e-01 -1.33150867e-01
-1.40022971e-01 -2.90834363e-01]
[ 1.52758875e-02 -8.97886059e-02 -1.22430261e-01 -6.67861958e-02
2.47529253e-01 4.33260410e-02 9.65516095e-03 -1.85940092e-01
2.31958115e-02 1.94690625e-01]
[ -5.06602712e-03 -6.60634610e-02 -6.98023898e-02 -6.14312739e-02
-2.07226222e-03 -1.75371713e-01 9.64347127e-02 9.03930175e-03
2.85970110e-02 -5.94480320e-03]
[ 3.22745189e-02 9.20562753e-02 2.44910466e-01 7.78423347e-02
-2.42508166e-01 -1.37544758e-01 9.06341934e-02 3.96844080e-02
-1.82978065e-01 1.09746990e-01]
[ 7.28481184e-02 4.45218418e-02 1.07264061e-01 6.64951931e-03
-2.40580128e-01 6.79436391e-02 4.96871842e-02 -2.71162423e-01
-1.81694679e-02 -8.87197630e-02]
[ -6.17949884e-03 1.15101527e-01 8.59724391e-02 -2.58816798e-02
-7.01291283e-02 1.78314936e-01 7.67566841e-02 1.18511188e-01
-1.81221784e-02 1.76350842e-01]
[ 2.26161741e-01 9.17489091e-02 3.02104765e-02 8.57429138e-02
4.94144636e-03 -2.57149530e-02 -1.93733352e-01 1.48720017e-01
-5.04356837e-02 -1.47328152e-02]
[ 4.84713692e-02 2.68517650e-02 1.90345107e-02 4.84302610e-02
-4.44693500e-01 -1.25347465e-01 -2.30480464e-01 4.15125442e-02
1.23981700e-01 1.98642707e-01]
[ 6.08433884e-02 5.18396103e-01 1.28750707e-01 4.39548039e-01
-1.23171366e+00 -3.06296915e-01 -5.96337985e-01 -7.06820897e-02
3.03005483e-01 3.47897565e-01]
[ 1.82445872e-01 5.06562231e-01 6.88450138e-02 4.36373379e-01
-1.01371713e+00 -8.50516242e-02 -4.45241841e-01 1.51732796e-01
2.18065437e-01 4.85700302e-01]
[ 2.53945704e-01 3.26932673e-01 2.47526912e-01 1.53233735e-01
-4.85861120e-01 7.91503141e-02 -2.31775363e-01 1.62733912e-01
2.44137748e-01 8.35367378e-02]
[ -7.76613824e-02 2.22302682e-01 2.39689591e-01 1.10428222e-02
-3.57912603e-02 1.32202049e-01 -9.96128435e-02 -1.57311077e-02
-3.68231500e-02 4.48983941e-02]
[ -1.00118481e-01 2.96591422e-03 2.40724392e-02 9.17400803e-02
-5.69141923e-02 1.16130310e-01 2.42762475e-01 1.97818419e-02
-2.75763555e-01 -9.45867044e-02]
[ -2.21639356e-01 -3.38287122e-02 -9.39966599e-02 -3.44862259e-01
1.83275743e-01 1.19297700e-01 1.07910704e-01 1.03280043e-01
-2.07195368e-01 3.22184104e-02]
[ 1.05530218e-02 -4.08110317e-01 -1.27574377e-01 -1.60486169e-01
3.68272557e-01 2.51172459e-02 1.93177109e-01 1.52444398e-01
-1.64667445e-01 -2.21612081e-01]
[ 1.10622470e-01 -2.32037692e-01 -1.56932652e-01 -2.20898589e-02
-5.08588352e-02 -4.64857677e-02 9.94182942e-02 -1.54677755e-01
1.15595515e-01 -1.58431893e-01]
[ -1.13915226e-01 4.45604601e-02 2.65916718e-01 -1.35766106e-04
1.50198980e-01 7.81533890e-02 5.54081745e-02 -2.96810259e-01
-1.07646332e-01 -5.42195862e-02]
[ -3.41015436e-01 1.61359743e-02 1.74194953e-02 -1.63395750e-02
1.42606140e-01 -1.78072883e-01 9.57222481e-03 2.34818006e-01
-7.68908937e-02 8.37205431e-02]
[ 1.46381287e-01 -5.52070177e-03 -2.32883924e-01 -7.69953139e-02
1.13689171e-01 -2.99943275e-01 8.52687586e-02 -1.66955395e-01
4.48299080e-03 -1.83707119e-01]
[ 2.10810562e-01 -2.09954955e-01 6.41694403e-02 -2.40399672e-02
1.05290315e-01 -3.69685289e-02 6.09513658e-02 -1.37048992e-01
1.11917270e-01 -1.78961001e-01]
[ -1.06531627e-01 -8.72031680e-02 1.20951708e-01 1.07241423e-01
3.54988229e-02 -1.14073934e-01 2.62490199e-01 -7.84529191e-02
1.80668796e-01 -4.95077050e-03]
[ -3.17085414e-02 -2.19586995e-01 1.86995266e-01 -2.90941237e-01
-1.39324756e-01 1.28307441e-01 1.12651289e-01 -1.21660180e-01
-5.37200593e-03 1.89162656e-01]]
[[ 0.62027964]
[ 1.71428776]
[ 0.23629079]
[ 0.88101628]
[-2.77830896]
[-0.27566433]
[-1.74690008]
[ 0.07032965]
[ 0.68998413]
[ 0.8804635 ]]
Progress: 43.5% ... Training loss: 0.270 ... Validation loss: 0.451[[ 1.63692184e-01 2.51664342e-01 -1.04361489e-01 1.08383651e-01
-5.05867326e-01 -7.11275285e-02 -8.34995605e-02 1.20544172e-01
-5.41476892e-02 1.99545709e-01]
[ 1.49255082e-02 1.47808731e-01 -1.88004122e-02 4.82926573e-02
7.33803179e-02 -7.54113303e-03 3.14845943e-01 4.12867473e-02
1.43599865e-01 -2.63852959e-02]
[ 1.93607407e-01 7.74650650e-01 1.02860071e-02 -5.54358215e-02
7.11539730e-01 -2.02742296e-02 -9.05232550e-01 -4.17044371e-02
4.98883532e-02 2.81146948e-01]
[ 5.17337465e-02 -3.87516377e-01 -1.94677098e-01 1.87664150e-01
-1.43165056e-02 1.27427340e-01 2.11318221e-01 6.45281645e-02
1.29976363e-01 2.93190739e-01]
[ -2.60974466e-02 7.96510169e-02 -1.49949188e-01 3.83755667e-02
-5.57967274e-02 -1.79824161e-01 7.60672215e-02 -1.17873114e-01
-1.96557776e-01 -4.89889622e-02]
[ -3.92174512e-01 -6.58630076e-01 -3.00047498e-01 1.56213858e-01
-1.38861761e-01 4.04200779e-02 3.59465234e-01 -3.90364865e-02
-2.62018691e-02 -2.59260163e-02]
[ -2.06902351e-04 -2.31027471e-01 1.13629430e-02 9.72887599e-02
-3.29637959e-02 -7.36684478e-02 1.71102092e-01 -1.90733014e-01
2.02413850e-01 4.34464435e-02]
[ 1.07429193e-01 -2.71739261e-01 3.12631331e-02 -7.69365721e-02
1.40032452e-02 -4.74599848e-02 8.28983077e-02 1.17666721e-01
7.68827653e-02 -2.52594863e-02]
[ -1.82632791e-01 -1.81878116e-01 -3.05123740e-01 -2.95636434e-02
-1.53407627e-02 7.13115542e-02 -9.73666576e-02 -3.03495150e-02
2.59434673e-01 -1.42097931e-01]
[ 3.42106036e-02 -4.26574236e-01 7.83268885e-02 -4.24849542e-03
-1.88938398e-01 -1.11162886e-01 2.18584578e-01 -1.09144849e-01
2.10473255e-03 7.34085840e-02]
[ -7.91962142e-02 -9.60931674e-02 4.22347984e-03 -1.31104950e-01
-8.26818171e-02 1.18978627e-02 2.07358693e-01 -1.02359820e-01
-1.71602014e-03 -1.11903635e-01]
[ -1.27459413e-01 -2.22608187e-01 -7.17560295e-02 1.17421941e-03
3.61852669e-01 1.02062560e-01 1.74358482e-01 -1.68005427e-02
-1.72629618e-01 -2.17132985e-01]
[ -1.58296666e-01 2.61608523e-03 6.12844086e-02 1.99480485e-02
-1.69624156e-01 -2.19087343e-01 -1.75281500e-01 -1.97199158e-01
8.51909440e-02 1.71927399e-01]
[ -2.80406123e-01 -3.43069448e-01 9.61720437e-02 2.18874996e-01
-1.36671979e-01 -6.55264349e-02 9.61778201e-02 -2.60609747e-01
-2.70527070e-01 -8.50832267e-02]
[ 9.74543251e-02 -2.04917019e-01 -2.41350396e-02 1.12139402e-01
-5.18720755e-02 -8.71618495e-02 2.55910240e-01 2.24712851e-03
2.21586297e-02 -2.04401704e-03]
[ 4.35243408e-02 -1.02293208e-01 -2.08186379e-01 1.60408064e-01
-9.31476783e-02 7.92142728e-02 -4.25790571e-02 -1.92239947e-02
-8.07950333e-02 5.42834246e-03]
[ -1.14929668e-01 -7.58312855e-02 -1.99640245e-01 1.65749034e-01
-1.32574662e-02 1.31195115e-01 2.70293976e-03 -2.49921575e-01
7.88593407e-02 -1.87186022e-01]
[ -6.16419848e-02 -3.74136463e-02 2.78323232e-01 1.09907934e-01
9.19009823e-02 -6.43359310e-02 -1.30194444e-01 1.21335875e-01
8.25163981e-02 4.66771389e-02]
[ 6.05246645e-02 -1.72675968e-02 8.84311864e-02 9.01331776e-02
2.93393510e-02 -1.71316995e-02 2.07389322e-01 1.20218575e-01
-2.50784674e-02 -5.68989305e-02]
[ 6.85959692e-03 -1.51941954e-01 -2.93330882e-01 -5.61422688e-02
1.26982831e-01 -9.15206544e-02 1.42436724e-01 1.62492195e-01
1.04605236e-01 -3.43475744e-02]
[ 5.11808457e-02 -3.03665540e-02 -1.15046288e-01 4.99301596e-02
-1.26362158e-01 3.19688411e-01 2.65883877e-01 2.04732985e-01
-1.55745107e-01 -5.53223115e-02]
[ 4.57759791e-03 -4.33295901e-03 1.23664530e-01 1.10002235e-01
-1.40740594e-03 1.04359009e-01 -1.08577495e-01 -4.16012934e-02
2.18844605e-01 8.44447887e-02]
[ 1.12906351e-01 7.89575580e-02 -4.35840570e-02 -9.41568694e-02
-1.07719570e-01 -3.31101249e-01 1.18026135e-01 8.71057314e-03
1.46471258e-01 9.29087579e-02]
[ -1.03630876e-01 -4.90637272e-02 -1.62695058e-02 2.11977482e-02
-1.17372927e-02 -2.04090350e-01 -5.84320160e-02 -2.02603052e-02
1.63697434e-02 1.25505507e-01]
[ -1.64057400e-01 -1.31924653e-01 -2.04838194e-01 -2.64659088e-02
-2.82030882e-01 2.22640792e-03 6.34417619e-02 -2.58272762e-02
-1.42265481e-02 3.57096646e-02]
[ -3.05945750e-02 -1.28085497e-01 -7.49773343e-02 -1.26023251e-01
5.26504588e-01 2.75523836e-01 5.95398601e-01 1.13042409e-01
-1.81214710e-01 -3.78841657e-01]
[ -1.81507446e-02 -4.38557133e-01 -3.11538048e-02 -7.40028438e-02
6.61470213e-01 1.00701453e-01 5.65800371e-01 9.12608743e-02
2.92914532e-02 -3.88633775e-01]
[ 1.03550299e-02 -4.93002648e-01 -4.38480506e-02 -1.07193403e-01
6.76645735e-01 2.31305355e-02 5.31548728e-01 4.85086945e-02
-3.64483585e-01 -2.20425942e-01]
[ -1.75755583e-01 -6.38699674e-01 -1.11767502e-02 -2.07695983e-01
7.84105964e-01 -8.98896202e-02 6.61844274e-01 -8.34543688e-02
-7.10028115e-02 8.19150713e-02]
[ -3.02020662e-01 -4.58489955e-01 5.36950543e-02 -5.29538220e-02
9.24204037e-01 1.43417157e-01 4.71096318e-01 4.70056849e-02
-9.29546310e-02 -1.41302525e-01]
[ -2.11426027e-01 -3.42349020e-01 2.49916874e-01 -2.47633810e-01
6.79791284e-01 -4.33291173e-02 7.24195546e-01 1.25282095e-02
-2.61033159e-01 -3.15235259e-02]
[ -1.37942661e-01 -2.46555976e-01 -1.83668761e-01 -1.10064356e-01
5.11466250e-01 -2.27698054e-01 2.01866108e-01 1.67989547e-01
-1.57746915e-02 -1.26958075e-01]
[ 1.02301268e-01 2.45189694e-01 1.59969591e-01 -1.04301884e-01
-6.83445387e-02 5.39601990e-02 -1.45199002e-01 2.81625627e-01
6.47601738e-02 1.69633360e-01]
[ 3.56068596e-01 3.49344357e-01 -7.99073063e-02 3.17746348e-01
-9.01488441e-01 -2.89200923e-01 -4.95821251e-01 1.77805523e-01
3.92764234e-01 -1.79760459e-02]
[ 4.69828784e-02 1.26940999e-01 2.53302862e-01 2.47519574e-01
-5.64874597e-02 -1.96233477e-01 -1.75687761e-01 -1.33107780e-01
-1.39621750e-01 -2.90337412e-01]
[ 1.57148446e-02 -8.86679652e-02 -1.22260562e-01 -6.61585970e-02
2.45600182e-01 4.31258771e-02 8.57733456e-03 -1.85892122e-01
2.36851356e-02 1.95283844e-01]
[ -4.73182358e-03 -6.52657419e-02 -6.96828450e-02 -6.09564544e-02
-3.45540800e-03 -1.75518004e-01 9.55970997e-02 9.07656120e-03
2.89667562e-02 -5.50608373e-03]
[ 3.24010020e-02 9.28873145e-02 2.44951976e-01 7.79517777e-02
-2.43414137e-01 -1.37588247e-01 8.98045239e-02 3.96894845e-02
-1.82882806e-01 1.09798099e-01]
[ 7.28515929e-02 4.44443363e-02 1.07253621e-01 6.61900534e-03
-2.40737697e-01 6.79462646e-02 4.96854379e-02 -2.71167225e-01
-1.81728823e-02 -8.87465077e-02]
[ -5.88027994e-03 1.15971110e-01 8.60767741e-02 -2.54729605e-02
-7.12890216e-02 1.78191285e-01 7.59652927e-02 1.18540638e-01
-1.77833749e-02 1.76753361e-01]
[ 2.25973202e-01 9.12122582e-02 3.01392588e-02 8.54724927e-02
5.87274074e-03 -2.56289891e-02 -1.93203722e-01 1.48698161e-01
-5.06508638e-02 -1.50117129e-02]
[ 4.83192533e-02 2.66442764e-02 1.89763111e-02 4.82091524e-02
-4.44038040e-01 -1.25283261e-01 -2.30232199e-01 4.14946728e-02
1.23807687e-01 1.98430632e-01]
[ 6.11416760e-02 5.19261392e-01 1.28861498e-01 4.39892228e-01
-1.23284554e+00 -3.06390475e-01 -5.97075642e-01 -7.06491891e-02
3.03295931e-01 3.48236606e-01]
[ 1.82650781e-01 5.07032410e-01 6.89395357e-02 4.36770716e-01
-1.01536976e+00 -8.51578400e-02 -4.45733486e-01 1.51762953e-01
2.18342641e-01 4.86014127e-01]
[ 2.54174162e-01 3.27444231e-01 2.47624769e-01 1.53589991e-01
-4.87090338e-01 7.90504757e-02 -2.32224857e-01 1.62761123e-01
2.44428440e-01 8.38969251e-02]
[ -7.72057394e-02 2.23514656e-01 2.39867501e-01 1.17190801e-02
-3.73644203e-02 1.31992186e-01 -1.00778394e-01 -1.56794255e-02
-3.63087703e-02 4.55314151e-02]
[ -1.00271039e-01 2.55958651e-03 2.40136972e-02 9.15249033e-02
-5.62121144e-02 1.16188113e-01 2.43228892e-01 1.97647426e-02
-2.75938664e-01 -9.47699606e-02]
[ -2.21633761e-01 -3.38833138e-02 -9.39927111e-02 -3.44830824e-01
1.83257109e-01 1.19288719e-01 1.07910757e-01 1.03283346e-01
-2.07174522e-01 3.22584185e-02]
[ 1.08222343e-02 -4.07733359e-01 -1.27469025e-01 -1.60108156e-01
3.67197651e-01 2.49978445e-02 1.92509411e-01 1.52475207e-01
-1.64374135e-01 -2.21244630e-01]
[ 1.11167694e-01 -2.31663199e-01 -1.56780773e-01 -2.14671484e-02
-5.22556731e-02 -4.66806294e-02 9.84979285e-02 -1.54632205e-01
1.16226695e-01 -1.57871186e-01]
[ -1.13272665e-01 4.56146920e-02 2.66198830e-01 9.40757434e-04
1.45966339e-01 7.78219509e-02 5.43383821e-02 -2.96732960e-01
-1.06838170e-01 -5.33075886e-02]
[ -3.40629294e-01 1.68876621e-02 1.75577559e-02 -1.58409723e-02
1.41504684e-01 -1.78226213e-01 8.82189650e-03 2.34860279e-01
-7.64765201e-02 8.42736879e-02]
[ 1.47398536e-01 -3.69146172e-03 -2.32496927e-01 -7.54997190e-02
1.09524164e-01 -3.00409834e-01 8.33388270e-02 -1.66827887e-01
5.69922889e-03 -1.82223999e-01]
[ 2.10575304e-01 -2.10486093e-01 6.40990976e-02 -2.43572270e-02
1.05275164e-01 -3.68672311e-02 6.15909361e-02 -1.37074328e-01
1.11701551e-01 -1.79318354e-01]
[ -1.05626192e-01 -8.57170038e-02 1.21268679e-01 1.08407989e-01
3.31172006e-02 -1.14452109e-01 2.60739131e-01 -7.83552877e-02
1.81575068e-01 -3.70728835e-03]
[ -3.06137878e-02 -2.16770931e-01 1.87409444e-01 -2.89353226e-01
-1.43760293e-01 1.27810069e-01 1.09605287e-01 -1.21541743e-01
-4.14313695e-03 1.90681103e-01]]
[[ 0.63347158]
[ 1.72317687]
[ 0.24885642]
[ 0.89814533]
[-2.76546331]
[-0.26126998]
[-1.72663042]
[ 0.08297914]
[ 0.70522597]
[ 0.8959639 ]]
Progress: 43.5% ... Training loss: 0.268 ... Validation loss: 0.445[[ 1.62890328e-01 2.49624009e-01 -1.04641274e-01 1.07290297e-01
-5.03094963e-01 -7.07944860e-02 -8.04618051e-02 1.20450549e-01
-5.49487956e-02 1.98519189e-01]
[ 1.49337596e-02 1.47804410e-01 -1.88113299e-02 4.82752370e-02
7.31916125e-02 -7.53063338e-03 3.14853790e-01 4.12818908e-02
1.43600476e-01 -2.63062005e-02]
[ 1.97034405e-01 7.80684548e-01 1.17214062e-02 -5.03853207e-02
6.97745067e-01 -2.17592819e-02 -9.11140830e-01 -4.12212188e-02
5.41451898e-02 2.86033715e-01]
[ 5.30034480e-02 -3.82377367e-01 -1.94198887e-01 1.89690542e-01
-1.72025944e-02 1.26983781e-01 2.06042404e-01 6.46547938e-02
1.31019471e-01 2.94537505e-01]
[ -2.77461216e-02 7.55267017e-02 -1.50552811e-01 3.62779886e-02
-4.98277930e-02 -1.79293957e-01 8.03373947e-02 -1.18025798e-01
-1.98099602e-01 -5.12107957e-02]
[ -3.94244190e-01 -6.63184454e-01 -3.00915584e-01 1.53203170e-01
-1.31774288e-01 4.13319152e-02 3.64460895e-01 -3.93197098e-02
-2.86232582e-02 -2.88933103e-02]
[ -8.22494710e-04 -2.32124979e-01 1.11437977e-02 9.63675661e-02
-2.96106241e-02 -7.34577636e-02 1.72141026e-01 -1.90801759e-01
2.01664742e-01 4.26727488e-02]
[ 1.09849075e-01 -2.66856039e-01 3.22086538e-02 -7.34410391e-02
3.29176328e-03 -4.84562012e-02 7.84001162e-02 1.17990442e-01
7.97773768e-02 -2.18465479e-02]
[ -1.82857143e-01 -1.82704435e-01 -3.05211735e-01 -2.99033303e-02
-1.42820390e-02 7.13956891e-02 -9.64897042e-02 -3.03806578e-02
2.59174625e-01 -1.42431938e-01]
[ 3.26378547e-02 -4.31013461e-01 7.76955747e-02 -6.59610378e-03
-1.85065475e-01 -1.10514300e-01 2.23621167e-01 -1.09337695e-01
4.93640446e-04 7.12959545e-02]
[ -7.77739088e-02 -9.28690715e-02 4.75987262e-03 -1.29183294e-01
-8.68511513e-02 1.13178025e-02 2.04125586e-01 -1.02182613e-01
-2.89402488e-04 -1.10037684e-01]
[ -1.27798710e-01 -2.22988041e-01 -7.18908138e-02 8.24136644e-04
3.62936967e-01 1.02204474e-01 1.74968357e-01 -1.68442937e-02
-1.72981077e-01 -2.17548363e-01]
[ -1.58296666e-01 2.61608523e-03 6.12844086e-02 1.99480485e-02
-1.69624156e-01 -2.19087343e-01 -1.75281500e-01 -1.97199158e-01
8.51909440e-02 1.71927399e-01]
[ -2.81132341e-01 -3.44351004e-01 9.58582176e-02 2.17726704e-01
-1.34247609e-01 -6.51777440e-02 9.76148575e-02 -2.60717044e-01
-2.71439676e-01 -8.61837766e-02]
[ 9.66176122e-02 -2.06642852e-01 -2.44731657e-02 1.11010329e-01
-4.89660590e-02 -8.68090053e-02 2.57818245e-01 2.14081384e-03
2.12266947e-02 -3.24339957e-03]
[ 4.25007410e-02 -1.04997230e-01 -2.08611328e-01 1.58915358e-01
-8.93882274e-02 7.96307124e-02 -3.96777428e-02 -1.93617859e-02
-8.19717241e-02 4.01193591e-03]
[ -1.14729044e-01 -7.54109060e-02 -1.99565548e-01 1.66001234e-01
-1.31274179e-02 1.31092268e-01 2.14669929e-03 -2.49883064e-01
7.90195591e-02 -1.86821186e-01]
[ -6.18030954e-02 -3.75844289e-02 2.78269912e-01 1.09653165e-01
9.28424260e-02 -6.42738783e-02 -1.30080608e-01 1.21312240e-01
8.23136252e-02 4.64466053e-02]
[ 6.05632311e-02 -1.69764875e-02 8.84692338e-02 9.02196451e-02
2.90195442e-02 -1.71727167e-02 2.07189792e-01 1.20225427e-01
-2.49744399e-02 -5.68128769e-02]
[ 7.70038635e-03 -1.50208936e-01 -2.92977528e-01 -5.48309211e-02
1.23121321e-01 -9.18462188e-02 1.40744501e-01 1.62615037e-01
1.05642542e-01 -3.30726937e-02]
[ 5.24653130e-02 -2.80624920e-02 -1.14568198e-01 5.16493892e-02
-1.31512760e-01 3.19167481e-01 2.63430505e-01 2.04888193e-01
-1.54345623e-01 -5.36712602e-02]
[ 4.36019447e-03 -4.76007012e-03 1.23578982e-01 1.09747654e-01
-1.08225099e-03 1.04433409e-01 -1.07596937e-01 -4.16220388e-02
2.18724859e-01 8.42177979e-02]
[ 1.12899915e-01 7.89186874e-02 -4.35865020e-02 -9.41840404e-02
-1.07676172e-01 -3.31106729e-01 1.18069443e-01 8.70805050e-03
1.46456345e-01 9.28981111e-02]
[ -1.03558616e-01 -4.91178404e-02 -1.62429133e-02 2.12948694e-02
-1.20146529e-02 -2.04119503e-01 -5.84116170e-02 -2.02508913e-02
1.64436502e-02 1.25589102e-01]
[ -1.64012367e-01 -1.31865917e-01 -2.04820465e-01 -2.64017178e-02
-2.82163599e-01 2.20741313e-03 6.33520247e-02 -2.58211867e-02
-1.41787607e-02 3.57717007e-02]
[ -3.06186459e-02 -1.28487457e-01 -7.49957742e-02 -1.26085434e-01
5.26758441e-01 2.75539712e-01 5.95812916e-01 1.13039848e-01
-1.81267840e-01 -3.78927501e-01]
[ -1.83646315e-02 -4.39046800e-01 -3.12495527e-02 -7.43407426e-02
6.62379190e-01 1.00804292e-01 5.66330292e-01 9.12282045e-02
2.90298669e-02 -3.88986779e-01]
[ 1.03392703e-02 -4.93279751e-01 -4.38557402e-02 -1.07217997e-01
6.76682115e-01 2.31357839e-02 5.31698364e-01 4.85083189e-02
-3.64496035e-01 -2.20406723e-01]
[ -1.75612747e-01 -6.38476860e-01 -1.11212961e-02 -2.07498467e-01
7.83576344e-01 -8.99478056e-02 6.61551337e-01 -8.34355557e-02
-7.08499086e-02 8.21045320e-02]
[ -3.02428700e-01 -4.59306917e-01 5.35230968e-02 -5.35678663e-02
9.25713635e-01 1.43596686e-01 4.72090998e-01 4.69487069e-02
-9.34171046e-02 -1.41908734e-01]
[ -2.12030652e-01 -3.43883862e-01 2.49678654e-01 -2.48532195e-01
6.82528934e-01 -4.30674175e-02 7.25742381e-01 1.24446772e-02
-2.61730055e-01 -3.23627574e-02]
[ -1.38621885e-01 -2.48390861e-01 -1.83939496e-01 -1.11035341e-01
5.14303318e-01 -2.27416198e-01 2.03835151e-01 1.67901052e-01
-1.64929019e-02 -1.27835291e-01]
[ 1.02895901e-01 2.46675723e-01 1.60212514e-01 -1.03428990e-01
-7.07651040e-02 5.37072788e-02 -1.46745585e-01 2.81704875e-01
6.54125196e-02 1.70496051e-01]
[ 3.56603132e-01 3.50847226e-01 -7.97044146e-02 3.18484843e-01
-9.02858143e-01 -2.89424218e-01 -4.97340724e-01 1.77877805e-01
3.93298795e-01 -1.71848968e-02]
[ 4.67967900e-02 1.26569565e-01 2.53234550e-01 2.47213430e-01
-5.60027492e-02 -1.96147446e-01 -1.75402730e-01 -1.33134727e-01
-1.39853465e-01 -2.90597323e-01]
[ 1.52222023e-02 -8.99605296e-02 -1.22458914e-01 -6.68758160e-02
2.47670507e-01 4.33331725e-02 9.82230817e-03 -1.85954962e-01
2.31110066e-02 1.94583850e-01]
[ -4.80329660e-03 -6.54972774e-02 -6.97019176e-02 -6.10507589e-02
-3.18490611e-03 -1.75519309e-01 9.59002063e-02 9.06950456e-03
2.89165916e-02 -5.61335207e-03]
[ 3.20632654e-02 9.19613464e-02 2.44811604e-01 7.74529287e-02
-2.41908356e-01 -1.37442924e-01 9.07375095e-02 3.96434374e-02
-1.83245549e-01 1.09401225e-01]
[ 7.31861087e-02 4.54534049e-02 1.07385067e-01 7.11701707e-03
-2.42092660e-01 6.77896659e-02 4.86033133e-02 -2.71120216e-01
-1.77918321e-02 -8.82186283e-02]
[ -5.14946685e-03 1.17488864e-01 8.63457557e-02 -2.45258792e-02
-7.40349172e-02 1.77878099e-01 7.44278265e-02 1.18640184e-01
-1.69155665e-02 1.77724162e-01]
[ 2.26333731e-01 9.22145405e-02 3.03031033e-02 8.60937004e-02
3.86738828e-03 -2.58264304e-02 -1.93935546e-01 1.48756294e-01
-5.01388607e-02 -1.44119659e-02]
[ 4.79849055e-02 2.59785185e-02 1.88447252e-02 4.77495315e-02
-4.42697514e-01 -1.25148448e-01 -2.29431115e-01 4.14502993e-02
1.23429323e-01 1.97956157e-01]
[ 6.17250264e-02 5.19919332e-01 1.29106980e-01 4.40866212e-01
-1.23598990e+00 -3.06585182e-01 -5.97543624e-01 -7.05731342e-02
3.03952049e-01 3.48961750e-01]
[ 1.82519545e-01 5.06805417e-01 6.88808986e-02 4.36576594e-01
-1.01514294e+00 -8.50988004e-02 -4.45489412e-01 1.51743826e-01
2.18176467e-01 4.85802868e-01]
[ 2.53767694e-01 3.26559689e-01 2.47463410e-01 1.52997845e-01
-4.86162931e-01 7.92197651e-02 -2.31267649e-01 1.62707708e-01
2.43955687e-01 8.33128320e-02]
[ -7.69707318e-02 2.24173039e-01 2.39957381e-01 1.20555903e-02
-3.83987052e-02 1.31893312e-01 -1.01404230e-01 -1.56478418e-02
-3.60457253e-02 4.58528969e-02]
[ -1.00297545e-01 2.69945389e-03 2.39958083e-02 9.14708028e-02
-5.62356403e-02 1.16206480e-01 2.43146602e-01 1.97590430e-02
-2.75963928e-01 -9.48019716e-02]
[ -2.21595126e-01 -3.37625854e-02 -9.39793561e-02 -3.44782644e-01
1.83104140e-01 1.19274204e-01 1.07783631e-01 1.03288043e-01
-2.07135031e-01 3.23026681e-02]
[ 1.07097384e-02 -4.07691867e-01 -1.27514618e-01 -1.60293473e-01
3.67657170e-01 2.50521067e-02 1.92563519e-01 1.52458565e-01
-1.64503341e-01 -2.21431121e-01]
[ 1.12140502e-01 -2.28940928e-01 -1.56369897e-01 -1.99795655e-02
-5.66504052e-02 -4.70965014e-02 9.61307562e-02 -1.54497154e-01
1.17450567e-01 -1.56314164e-01]
[ -1.14498017e-01 4.24575029e-02 2.65701097e-01 -7.68940442e-04
1.50701087e-01 7.83388665e-02 5.75291711e-02 -2.96883966e-01
-1.08193426e-01 -5.49136393e-02]
[ -3.40258989e-01 1.72901765e-02 1.76496762e-02 -1.54800621e-02
1.39725454e-01 -1.78394373e-01 8.59199347e-03 2.34888326e-01
-7.61488118e-02 8.45823255e-02]
[ 1.47220267e-01 -4.32709755e-03 -2.32574016e-01 -7.57859839e-02
1.11091035e-01 -3.00303291e-01 8.39650831e-02 -1.66847557e-01
5.43250709e-03 -1.82474015e-01]
[ 2.10135793e-01 -2.11822780e-01 6.39207055e-02 -2.50259868e-02
1.06879427e-01 -3.66798215e-02 6.28544390e-02 -1.37133324e-01
1.11165338e-01 -1.79914065e-01]
[ -1.05933368e-01 -8.62677232e-02 1.21139494e-01 1.07954582e-01
3.43463293e-02 -1.14306419e-01 2.61363686e-01 -7.84007939e-02
1.81194714e-01 -4.18127292e-03]
[ -3.02963331e-02 -2.15810468e-01 1.87559342e-01 -2.88859624e-01
-1.45933454e-01 1.27647983e-01 1.08910616e-01 -1.21489052e-01
-3.69210646e-03 1.91079148e-01]]
[[ 0.63561711]
[ 1.72829331]
[ 0.24721738]
[ 0.89481103]
[-2.76583615]
[-0.26184931]
[-1.73557248]
[ 0.08361367]
[ 0.70595445]
[ 0.8966687 ]]
Progress: 43.6% ... Training loss: 0.267 ... Validation loss: 0.443[[ 1.64197499e-01 2.52781489e-01 -1.04002214e-01 1.09553372e-01
-5.11457872e-01 -7.13486756e-02 -8.32207735e-02 1.20650615e-01
-5.32878562e-02 2.00736870e-01]
[ 1.42267559e-02 1.46056590e-01 -1.91149906e-02 4.72849554e-02
7.43597066e-02 -7.24498288e-03 3.16348271e-01 4.11873332e-02
1.42772026e-01 -2.73046247e-02]
[ 2.00810455e-01 7.88537092e-01 1.34510043e-02 -4.45533889e-02
6.86858272e-01 -2.33111254e-02 -9.18770172e-01 -4.06847417e-02
5.87590550e-02 2.91901281e-01]
[ 5.28365270e-02 -3.82323474e-01 -1.94261205e-01 1.89528358e-01
-1.43934848e-02 1.27013718e-01 2.06839424e-01 6.46164978e-02
1.30635921e-01 2.94160470e-01]
[ -2.67073457e-02 7.60221438e-02 -1.50096636e-01 3.79474930e-02
-5.52504629e-02 -1.79766007e-01 7.80911092e-02 -1.17847804e-01
-1.96577118e-01 -4.93084083e-02]
[ -3.95739824e-01 -6.66382031e-01 -3.01550903e-01 1.51106348e-01
-1.29728171e-01 4.19326427e-02 3.68011062e-01 -3.95203731e-02
-3.03754034e-02 -3.11234351e-02]
[ -1.50536905e-03 -2.34306103e-01 1.09496427e-02 9.55020955e-02
-2.71120605e-02 -7.31918070e-02 1.74196870e-01 -1.90890240e-01
2.01083180e-01 4.19120257e-02]
[ 1.11552868e-01 -2.63124920e-01 3.29756550e-02 -7.06587159e-02
-5.37146063e-03 -4.91520833e-02 7.49549319e-02 1.18245438e-01
8.18342985e-02 -1.91933707e-02]
[ -1.83710760e-01 -1.85314492e-01 -3.05523416e-01 -3.10913440e-02
-1.10626841e-02 7.17291995e-02 -9.40613896e-02 -3.04888287e-02
2.58286945e-01 -1.43600480e-01]
[ 3.23555287e-02 -4.31891423e-01 7.76755257e-02 -6.75198188e-03
-1.88716526e-01 -1.10402225e-01 2.24726816e-01 -1.09359343e-01
3.49582347e-04 7.10465558e-02]
[ -7.86937636e-02 -9.58465083e-02 4.43707121e-03 -1.30356757e-01
-8.40272804e-02 1.16773646e-02 2.07157704e-01 -1.02293734e-01
-1.18998355e-03 -1.11146910e-01]
[ -1.27924863e-01 -2.23390280e-01 -7.19221182e-02 7.85494509e-04
3.62864958e-01 1.02237150e-01 1.75419732e-01 -1.68538429e-02
-1.73100904e-01 -2.17695950e-01]
[ -1.58296666e-01 2.61608523e-03 6.12844086e-02 1.99480485e-02
-1.69624156e-01 -2.19087343e-01 -1.75281500e-01 -1.97199158e-01
8.51909440e-02 1.71927399e-01]
[ -2.82364919e-01 -3.46422023e-01 9.53134972e-02 2.15949756e-01
-1.33620554e-01 -6.46436197e-02 1.00011976e-01 -2.60890037e-01
-2.72960657e-01 -8.80608766e-02]
[ 9.61780652e-02 -2.07982147e-01 -2.46416998e-02 1.10428340e-01
-4.71842041e-02 -8.66666833e-02 2.59082178e-01 2.08492436e-03
2.07535608e-02 -3.87056106e-03]
[ 4.23877456e-02 -1.05498493e-01 -2.08655935e-01 1.58737155e-01
-8.86226878e-02 7.96707591e-02 -3.91914672e-02 -1.93693746e-02
-8.20218311e-02 3.92478685e-03]
[ -1.14122916e-01 -7.40005603e-02 -1.99297277e-01 1.66883421e-01
-1.55314784e-02 1.30834140e-01 6.84215252e-04 -2.49809995e-01
7.97145545e-02 -1.85990929e-01]
[ -6.26780897e-02 -4.00168756e-02 2.77973931e-01 1.08505645e-01
9.61936154e-02 -6.39103773e-02 -1.27623473e-01 1.21201774e-01
8.14496669e-02 4.53947876e-02]
[ 6.07219990e-02 -1.74134931e-02 8.85376303e-02 9.05068579e-02
2.80773671e-02 -1.71666059e-02 2.07331969e-01 1.20246474e-01
-2.47967546e-02 -5.65331675e-02]
[ 8.21891998e-03 -1.48844177e-01 -2.92725138e-01 -5.39488975e-02
1.20496878e-01 -9.20838889e-02 1.39710915e-01 1.62701176e-01
1.06304112e-01 -3.21825351e-02]
[ 5.23925717e-02 -2.81346836e-02 -1.14586748e-01 5.15715389e-02
-1.31515715e-01 3.19185648e-01 2.63467538e-01 2.04877337e-01
-1.54410882e-01 -5.37972190e-02]
[ 5.20708668e-03 -2.52187606e-03 1.23944515e-01 1.11076495e-01
-5.15541926e-03 1.04060977e-01 -1.09533154e-01 -4.14981636e-02
2.19724915e-01 8.54554052e-02]
[ 1.12581487e-01 7.79810355e-02 -4.37040307e-02 -9.46275069e-02
-1.06273609e-01 -3.30990073e-01 1.18984286e-01 8.66847533e-03
1.46102761e-01 9.24685570e-02]
[ -1.04015246e-01 -5.06061026e-02 -1.64058608e-02 2.06478762e-02
-1.03917645e-02 -2.03936891e-01 -5.71126761e-02 -2.03094405e-02
1.59660002e-02 1.24968004e-01]
[ -1.63963107e-01 -1.31857718e-01 -2.04796341e-01 -2.62969959e-02
-2.82567074e-01 2.17641512e-03 6.33759970e-02 -2.58117180e-02
-1.40728615e-02 3.58475956e-02]
[ -3.05746213e-02 -1.28450605e-01 -7.49791062e-02 -1.26022813e-01
5.26579720e-01 2.75526860e-01 5.95704303e-01 1.13045871e-01
-1.81230248e-01 -3.78871113e-01]
[ -1.81815086e-02 -4.38845525e-01 -3.11766013e-02 -7.40728878e-02
6.61556733e-01 1.00726415e-01 5.66068868e-01 9.12525875e-02
2.92279511e-02 -3.88720378e-01]
[ 1.03885968e-02 -4.93217228e-01 -4.38346360e-02 -1.07146048e-01
6.76455587e-01 2.31142754e-02 5.31625203e-01 4.85151391e-02
-3.64438741e-01 -2.20335368e-01]
[ -1.75442979e-01 -6.38323810e-01 -1.10525136e-02 -2.07221030e-01
7.82574997e-01 -9.00258556e-02 6.61337536e-01 -8.34124138e-02
-7.06443083e-02 8.23609271e-02]
[ -3.02153753e-01 -4.58996910e-01 5.36396100e-02 -5.31540239e-02
9.24455459e-01 1.43473397e-01 4.71670296e-01 4.69874384e-02
-9.30975632e-02 -1.41503534e-01]
[ -2.11985111e-01 -3.44042578e-01 2.49712147e-01 -2.48406117e-01
6.82125235e-01 -4.31076040e-02 7.25916842e-01 1.24564034e-02
-2.61651588e-01 -3.22565994e-02]
[ -1.38928006e-01 -2.49199736e-01 -1.84056615e-01 -1.11457839e-01
5.15536243e-01 -2.27292459e-01 2.04655012e-01 1.67861940e-01
-1.68231049e-02 -1.28226039e-01]
[ 1.02569463e-01 2.45536194e-01 1.60071006e-01 -1.03972931e-01
-6.88463254e-02 5.38582858e-02 -1.45657212e-01 2.81655711e-01
6.49963917e-02 1.70002716e-01]
[ 3.56586336e-01 3.51755006e-01 -7.96717776e-02 3.18684535e-01
-9.05158593e-01 -2.89431623e-01 -4.97851573e-01 1.77890503e-01
3.93277475e-01 -1.70283906e-02]
[ 4.64813816e-02 1.25721828e-01 2.53129705e-01 2.46769657e-01
-5.46827937e-02 -1.96022001e-01 -1.74564404e-01 -1.33174718e-01
-1.40204355e-01 -2.91036305e-01]
[ 1.52437957e-02 -8.99830857e-02 -1.22445227e-01 -6.68378399e-02
2.47655270e-01 4.33202640e-02 9.79595338e-03 -1.85949646e-01
2.31455221e-02 1.94638754e-01]
[ -4.36261230e-03 -6.43442593e-02 -6.95160734e-02 -6.04063282e-02
-5.05499516e-03 -1.75712485e-01 9.48434264e-02 9.13202545e-03
2.94110925e-02 -4.97285040e-03]
[ 3.15082069e-02 9.07878887e-02 2.44602363e-01 7.67037149e-02
-2.39860117e-01 -1.37228288e-01 9.18004282e-02 3.95736054e-02
-1.83867040e-01 1.08629612e-01]
[ 7.34816887e-02 4.62638991e-02 1.07500642e-01 7.52596637e-03
-2.43341639e-01 6.76668278e-02 4.78154543e-02 -2.71092821e-01
-1.74492417e-02 -8.78137332e-02]
[ -5.38407026e-03 1.16816830e-01 8.62543816e-02 -2.48541393e-02
-7.29969973e-02 1.77968054e-01 7.51241227e-02 1.18608982e-01
-1.71744482e-02 1.77374326e-01]
[ 2.26509175e-01 9.25956197e-02 3.03915468e-02 8.64040962e-02
2.78950212e-03 -2.59227395e-02 -1.94093559e-01 1.48788855e-01
-4.98818737e-02 -1.41423133e-02]
[ 4.77528612e-02 2.55433572e-02 1.87561687e-02 4.74345430e-02
-4.41823042e-01 -1.25056962e-01 -2.29045663e-01 4.14197840e-02
1.23174918e-01 1.97638828e-01]
[ 6.17243490e-02 5.19510123e-01 1.29104690e-01 4.40920573e-01
-1.23767804e+00 -3.06514990e-01 -5.97005770e-01 -7.05680418e-02
3.03955721e-01 3.48912966e-01]
[ 1.81497436e-01 5.04320638e-01 6.84747088e-02 4.35082162e-01
-1.01181369e+00 -8.46614974e-02 -4.42970779e-01 1.51601990e-01
2.17121974e-01 4.84322681e-01]
[ 2.54103944e-01 3.27619172e-01 2.47633897e-01 1.53586686e-01
-4.88074139e-01 7.90583363e-02 -2.32224453e-01 1.62756532e-01
2.44435690e-01 8.38568466e-02]
[ -7.65828445e-02 2.24974633e-01 2.40103109e-01 1.26071290e-02
-4.00602254e-02 1.31741279e-01 -1.02291294e-01 -1.55983461e-02
-3.56292179e-02 4.63789663e-02]
[ -1.00581248e-01 1.96492177e-03 2.38831417e-02 9.10769315e-02
-5.49959189e-02 1.16318536e-01 2.43903073e-01 1.97218458e-02
-2.76279225e-01 -9.51915135e-02]
[ -2.21482245e-01 -3.36738684e-02 -9.39389496e-02 -3.44647620e-01
1.82641021e-01 1.19231582e-01 1.07637176e-01 1.03303046e-01
-2.07003128e-01 3.24649902e-02]
[ 1.01373135e-02 -4.09028787e-01 -1.27737304e-01 -1.61121472e-01
3.69884274e-01 2.52830823e-02 1.93881896e-01 1.52385366e-01
-1.65101955e-01 -2.22177741e-01]
[ 1.10552589e-01 -2.33095122e-01 -1.56962278e-01 -2.21396829e-02
-5.07849401e-02 -4.64487836e-02 1.00463836e-01 -1.54705132e-01
1.15763662e-01 -1.58523770e-01]
[ -1.15002671e-01 4.07928284e-02 2.65482453e-01 -1.44858509e-03
1.51087965e-01 7.85287556e-02 5.85677349e-02 -2.96945471e-01
-1.08789852e-01 -5.55682159e-02]
[ -3.40042409e-01 1.80398936e-02 1.77342640e-02 -1.51440106e-02
1.38666741e-01 -1.78490153e-01 7.94664008e-03 2.34914871e-01
-7.58939184e-02 8.48164509e-02]
[ 1.46934117e-01 -5.80140544e-03 -2.32614442e-01 -7.58585210e-02
1.10790553e-01 -3.00207561e-01 8.55364055e-02 -1.66857992e-01
5.29572849e-03 -1.82608706e-01]
[ 2.10788257e-01 -2.10615048e-01 6.42222382e-02 -2.39800583e-02
1.04435345e-01 -3.69801162e-02 6.16604565e-02 -1.37027621e-01
1.11986088e-01 -1.78834600e-01]
[ -1.05849326e-01 -8.61917857e-02 1.21172169e-01 1.08013681e-01
3.42431671e-02 -1.14336331e-01 2.61214599e-01 -7.83922584e-02
1.81296342e-01 -4.08965789e-03]
[ -3.01990350e-02 -2.14808317e-01 1.87617842e-01 -2.88756387e-01
-1.49178546e-01 1.27644945e-01 1.08545215e-01 -1.21492238e-01
-3.61373301e-03 1.91166605e-01]]
[[ 0.63534447]
[ 1.73169625]
[ 0.24395461]
[ 0.88946191]
[-2.76511522]
[-0.26511662]
[-1.7457994 ]
[ 0.08089108]
[ 0.70270543]
[ 0.89497641]]
Progress: 43.6% ... Training loss: 0.268 ... Validation loss: 0.441[[ 1.62875884e-01 2.50106295e-01 -1.04473792e-01 1.07673903e-01
-5.06353757e-01 -7.08536673e-02 -7.97130075e-02 1.20491376e-01
-5.47944059e-02 1.98835292e-01]
[ 1.42426036e-02 1.46085313e-01 -1.91083175e-02 4.73087266e-02
7.42975997e-02 -7.25225368e-03 3.16330822e-01 4.11895008e-02
1.42791127e-01 -2.72807544e-02]
[ 1.99421408e-01 7.85287438e-01 1.28329972e-02 -4.70727943e-02
6.98563659e-01 -2.26704088e-02 -9.16659102e-01 -4.09157484e-02
5.66662930e-02 2.89322054e-01]
[ 5.46417088e-02 -3.79701503e-01 -1.93563913e-01 1.92392812e-01
-1.97677012e-02 1.26231185e-01 2.04495316e-01 6.48745061e-02
1.33015730e-01 2.97136177e-01]
[ -2.94310050e-02 7.00101352e-02 -1.51229788e-01 3.38988378e-02
-4.59374966e-02 -1.78654396e-01 8.42255709e-02 -1.18198518e-01
-1.99609375e-01 -5.33934660e-02]
[ -3.96707672e-01 -6.67757560e-01 -3.01977216e-01 1.49763655e-01
-1.30788938e-01 4.23329668e-02 3.70362347e-01 -3.96390448e-02
-3.14792556e-02 -3.26176044e-02]
[ -3.97714048e-03 -2.39960961e-01 9.97669745e-03 9.18439902e-02
-1.75293306e-02 -7.21675936e-02 1.79646145e-01 -1.91210790e-01
1.98275688e-01 3.84811570e-02]
[ 1.10945038e-01 -2.64345678e-01 3.27267575e-02 -7.15568192e-02
-2.53662150e-03 -4.89189063e-02 7.64844583e-02 1.18165988e-01
8.10575120e-02 -2.01558397e-02]
[ -1.85190432e-01 -1.89498625e-01 -3.06040548e-01 -3.31530300e-02
-6.69830137e-03 7.23333533e-02 -8.96432667e-02 -3.06768124e-02
2.56866228e-01 -1.45720701e-01]
[ 2.93506381e-02 -4.36438932e-01 7.64711734e-02 -1.12757403e-02
-1.80704031e-01 -1.09148715e-01 2.30361368e-01 -1.09752009e-01
-3.22955239e-03 6.66377881e-02]
[ -8.13408441e-02 -1.03020460e-01 3.44492982e-03 -1.33961694e-01
-7.50219229e-02 1.27462219e-02 2.14618616e-01 -1.02623585e-01
-3.95551892e-03 -1.14906332e-01]
[ -1.27800012e-01 -2.24104098e-01 -7.18909121e-02 9.53601624e-04
3.61568291e-01 1.02176651e-01 1.76072476e-01 -1.68379819e-02
-1.72865081e-01 -2.17535490e-01]
[ -1.58296666e-01 2.61608523e-03 6.12844086e-02 1.99480485e-02
-1.69624156e-01 -2.19087343e-01 -1.75281500e-01 -1.97199158e-01
8.51909440e-02 1.71927399e-01]
[ -2.83187347e-01 -3.47983127e-01 9.49760079e-02 2.14820570e-01
-1.32729572e-01 -6.42979822e-02 1.01948350e-01 -2.60994236e-01
-2.73923637e-01 -8.93065361e-02]
[ 9.60445010e-02 -2.08235921e-01 -2.47106938e-02 1.10226210e-01
-4.75031335e-02 -8.66153866e-02 2.59369568e-01 2.06772746e-03
2.06070634e-02 -4.06317354e-03]
[ 4.21372182e-02 -1.05719561e-01 -2.08770851e-01 1.58383524e-01
-8.92214228e-02 7.97760207e-02 -3.84962214e-02 -1.93985427e-02
-8.22902322e-02 3.52222328e-03]
[ -1.14241257e-01 -7.41275074e-02 -1.99349777e-01 1.66671794e-01
-1.46948624e-02 1.30868609e-01 6.85536207e-04 -2.49819054e-01
7.95604155e-02 -1.86087510e-01]
[ -6.32501089e-02 -4.14551889e-02 2.77769532e-01 1.07702104e-01
9.80944221e-02 -6.36709689e-02 -1.26102487e-01 1.21129160e-01
8.08436988e-02 4.46794396e-02]
[ 5.91529355e-02 -2.09926553e-02 8.78904338e-02 8.81098822e-02
3.44673497e-02 -1.64932825e-02 2.10795949e-01 1.20029556e-01
-2.66461343e-02 -5.88894715e-02]
[ 7.77168613e-03 -1.49911852e-01 -2.92926392e-01 -5.46291451e-02
1.22081137e-01 -9.18878279e-02 1.40811150e-01 1.62635320e-01
1.05693613e-01 -3.29200728e-02]
[ 5.17974129e-02 -2.95296424e-02 -1.14814895e-01 5.07395723e-02
-1.29219200e-01 3.19415373e-01 2.64950225e-01 2.04803268e-01
-1.55074723e-01 -5.46226046e-02]
[ 5.14497775e-03 -2.51106541e-03 1.23948953e-01 1.11065465e-01
-4.43411521e-03 1.04061064e-01 -1.09373475e-01 -4.14943048e-02
2.19733152e-01 8.53953059e-02]
[ 1.12196352e-01 7.65975773e-02 -4.38129508e-02 -9.51641503e-02
-1.06513970e-01 -3.30836158e-01 1.20335544e-01 8.61834873e-03
1.45776928e-01 9.19029750e-02]
[ -1.04744633e-01 -5.22826675e-02 -1.66770013e-02 1.96077157e-02
-7.51263542e-03 -2.03632237e-01 -5.51056065e-02 -2.04028255e-02
1.52444738e-02 1.23927383e-01]
[ -1.63805261e-01 -1.31600781e-01 -2.04731111e-01 -2.60604459e-02
-2.83187458e-01 2.10444419e-03 6.31179832e-02 -2.57896423e-02
-1.38808809e-02 3.60781621e-02]
[ -3.06791880e-02 -1.28841591e-01 -7.50199064e-02 -1.26165312e-01
5.27044873e-01 2.75558409e-01 5.96090013e-01 1.13033727e-01
-1.81342373e-01 -3.79022946e-01]
[ -1.78005183e-02 -4.38451066e-01 -3.10545236e-02 -7.35428772e-02
6.60111198e-01 1.00561747e-01 5.65652317e-01 9.13016235e-02
2.96580829e-02 -3.88220374e-01]
[ 1.00579293e-02 -4.94545002e-01 -4.39729769e-02 -1.07645692e-01
6.77745611e-01 2.32607439e-02 5.32987115e-01 4.84698158e-02
-3.64825747e-01 -2.20816891e-01]
[ -1.75397796e-01 -6.38259186e-01 -1.10315559e-02 -2.07145677e-01
7.82343901e-01 -9.00460913e-02 6.61276841e-01 -8.34057730e-02
-7.05839069e-02 8.24307488e-02]
[ -3.02181992e-01 -4.59044195e-01 5.36298261e-02 -5.31904738e-02
9.24582056e-01 1.43484211e-01 4.71747245e-01 4.69843396e-02
-9.31237449e-02 -1.41536987e-01]
[ -2.11868886e-01 -3.43862574e-01 2.49764984e-01 -2.48210816e-01
6.81701139e-01 -4.31649749e-02 7.25754394e-01 1.24738633e-02
-2.61502097e-01 -3.20865671e-02]
[ -1.38797870e-01 -2.49521509e-01 -1.84022350e-01 -1.11251145e-01
5.14781270e-01 -2.27339877e-01 2.04837717e-01 1.67880974e-01
-1.66740575e-02 -1.28005844e-01]
[ 1.01288448e-01 2.43330122e-01 1.59603516e-01 -1.05764266e-01
-6.44155184e-02 5.43813127e-02 -1.42853377e-01 2.81494770e-01
6.36341046e-02 1.68301232e-01]
[ 3.54947006e-01 3.48534074e-01 -8.02657672e-02 3.16401447e-01
-9.01603638e-01 -2.88766101e-01 -4.94055819e-01 1.77684407e-01
3.91583614e-01 -1.92855604e-02]
[ 4.64674150e-02 1.25782822e-01 2.53122895e-01 2.46747802e-01
-5.46638037e-02 -1.96016987e-01 -1.74506442e-01 -1.33177787e-01
-1.40225310e-01 -2.91076666e-01]
[ 1.54381462e-02 -8.95104383e-02 -1.22366580e-01 -6.65407105e-02
2.46732854e-01 4.32331726e-02 9.30371711e-03 -1.85922902e-01
2.33534374e-02 1.94903984e-01]
[ -4.57106988e-03 -6.49113978e-02 -6.95986741e-02 -6.07065423e-02
-4.20441796e-03 -1.75641285e-01 9.53121436e-02 9.10780015e-03
2.91415495e-02 -5.29283611e-03]
[ 3.16675055e-02 9.12619551e-02 2.44675008e-01 7.69597472e-02
-2.40628002e-01 -1.37306260e-01 9.13340514e-02 3.95992019e-02
-1.83668962e-01 1.08839468e-01]
[ 7.32733943e-02 4.58358671e-02 1.07416567e-01 7.22551813e-03
-2.42520771e-01 6.77565896e-02 4.82850016e-02 -2.71117419e-01
-1.76778488e-02 -8.80991150e-02]
[ -5.95464096e-03 1.15339865e-01 8.60186576e-02 -2.57093828e-02
-7.08451696e-02 1.78209005e-01 7.64942938e-02 1.18531470e-01
-1.78460428e-02 1.76524729e-01]
[ 2.26638919e-01 9.35886875e-02 3.04119563e-02 8.63568647e-02
2.22919022e-03 -2.59503883e-02 -1.95434732e-01 1.48788554e-01
-4.98971825e-02 -1.42075242e-02]
[ 4.74543695e-02 2.50700488e-02 1.86339585e-02 4.69903249e-02
-4.40706980e-01 -1.24937019e-01 -2.28489010e-01 4.13799915e-02
1.22819138e-01 1.97240144e-01]
[ 6.10668562e-02 5.17808897e-01 1.28842430e-01 4.40004411e-01
-1.23583548e+00 -3.06236574e-01 -5.95217190e-01 -7.06530848e-02
3.03268778e-01 3.47997939e-01]
[ 1.81584515e-01 5.04852906e-01 6.85154975e-02 4.35248831e-01
-1.01290534e+00 -8.47123456e-02 -4.43215827e-01 1.51618793e-01
2.17217665e-01 4.84402747e-01]
[ 2.53197024e-01 3.25575542e-01 2.47279703e-01 1.52292448e-01
-4.85158709e-01 7.94416320e-02 -2.30111787e-01 1.62639262e-01
2.43456490e-01 8.26029190e-02]
[ -7.66744991e-02 2.24897472e-01 2.40059257e-01 1.24458620e-02
-3.95779835e-02 1.31791623e-01 -1.02099159e-01 -1.56125021e-02
-3.57545179e-02 4.62090318e-02]
[ -1.00584537e-01 1.92360597e-03 2.38803717e-02 9.10756845e-02
-5.49435575e-02 1.16320541e-01 2.43980931e-01 1.97213919e-02
-2.76280329e-01 -9.51847199e-02]
[ -2.21836207e-01 -3.46310705e-02 -9.40747980e-02 -3.45137089e-01
1.84102818e-01 1.19378108e-01 1.08583415e-01 1.03257919e-01
-2.07381554e-01 3.19683878e-02]
[ 1.00641045e-02 -4.09355398e-01 -1.27764469e-01 -1.61224638e-01
3.70223182e-01 2.53133679e-02 1.94167237e-01 1.52376547e-01
-1.65187340e-01 -2.22287292e-01]
[ 1.08713568e-01 -2.37356900e-01 -1.57645583e-01 -2.46358364e-02
-4.58710782e-02 -4.56936278e-02 1.05494157e-01 -1.54939734e-01
1.13881060e-01 -1.61134038e-01]
[ -1.16154777e-01 3.78413818e-02 2.65031771e-01 -3.09608539e-03
1.56011985e-01 7.89967408e-02 6.16944341e-02 -2.97086823e-01
-1.10077233e-01 -5.72051278e-02]
[ -3.40764307e-01 1.58933471e-02 1.74634247e-02 -1.61634676e-02
1.41825751e-01 -1.78204580e-01 9.93182358e-03 2.34820548e-01
-7.67101945e-02 8.38178045e-02]
[ 1.47560690e-01 -5.19360790e-03 -2.32433049e-01 -7.50679978e-02
1.08632469e-01 -3.00501187e-01 8.45847310e-02 -1.66772559e-01
5.92186428e-03 -1.81743798e-01]
[ 2.10435652e-01 -2.11217768e-01 6.40691178e-02 -2.46264279e-02
1.05413219e-01 -3.67989378e-02 6.21019124e-02 -1.37081616e-01
1.11491537e-01 -1.79496783e-01]
[ -1.06267511e-01 -8.71294505e-02 1.20998835e-01 1.07380601e-01
3.60779404e-02 -1.14146164e-01 2.62332959e-01 -7.84507369e-02
1.80789090e-01 -4.69129423e-03]
[ -3.18689145e-02 -2.16951236e-01 1.87002442e-01 -2.91064938e-01
-1.47108817e-01 1.28320381e-01 1.11543078e-01 -1.21701576e-01
-5.36065410e-03 1.88803613e-01]]
[[ 0.61684357]
[ 1.71417777]
[ 0.22504542]
[ 0.87061928]
[-2.77916945]
[-0.28062093]
[-1.76405991]
[ 0.06449296]
[ 0.68293638]
[ 0.87619837]]
Progress: 43.7% ... Training loss: 0.275 ... Validation loss: 0.464[[ 1.65313098e-01 2.56381701e-01 -1.03504269e-01 1.11433030e-01
-5.16950776e-01 -7.21007262e-02 -8.54224662e-02 1.20763187e-01
-5.18235570e-02 2.02504045e-01]
[ 1.45563998e-02 1.46789693e-01 -1.89873060e-02 4.77601173e-02
7.35327348e-02 -7.39719290e-03 3.15940380e-01 4.12198698e-02
1.43129760e-01 -2.68519529e-02]
[ 1.98529713e-01 7.86460906e-01 1.25840407e-02 -4.81447973e-02
7.02420485e-01 -2.22968768e-02 -9.17642073e-01 -4.09979621e-02
5.57353164e-02 2.88393924e-01]
[ 5.55008601e-02 -3.81588850e-01 -1.93275830e-01 1.93625354e-01
-2.25187894e-02 1.25838887e-01 2.05450104e-01 6.49667319e-02
1.33937993e-01 2.98552857e-01]
[ -3.15022914e-02 6.43527635e-02 -1.51994901e-01 3.10875204e-02
-3.86329507e-02 -1.77775965e-01 9.05096949e-02 -1.18423919e-01
-2.02000791e-01 -5.66207938e-02]
[ -3.95359071e-01 -6.66145520e-01 -3.01478671e-01 1.51751246e-01
-1.37241467e-01 4.16367423e-02 3.68816137e-01 -3.94876040e-02
-2.98943634e-02 -3.06961812e-02]
[ -2.13734878e-03 -2.35393744e-01 1.06358418e-02 9.43683199e-02
-2.44714239e-02 -7.30103707e-02 1.74966817e-01 -1.91015844e-01
2.00258175e-01 4.10613943e-02]
[ 1.11695700e-01 -2.62414640e-01 3.30685757e-02 -7.01870818e-02
-5.96335776e-03 -4.93548564e-02 7.43935798e-02 1.18262420e-01
8.20557857e-02 -1.87661130e-02]
[ -1.84534708e-01 -1.88623575e-01 -3.05806893e-01 -3.21833396e-02
-9.98075098e-03 7.19973488e-02 -9.07449847e-02 -3.06042070e-02
2.57682021e-01 -1.44786248e-01]
[ 3.13974329e-02 -4.30807856e-01 7.72734992e-02 -8.23430544e-03
-1.89611160e-01 -1.10210958e-01 2.24832599e-01 -1.09517859e-01
-7.51695302e-04 6.96267331e-02]
[ -8.08273536e-02 -1.02616750e-01 3.66075387e-03 -1.33115540e-01
-7.70800851e-02 1.24560783e-02 2.14081643e-01 -1.02562571e-01
-3.38570037e-03 -1.13939978e-01]
[ -1.25765518e-01 -2.21153538e-01 -7.11758986e-02 3.91736112e-03
3.52429774e-01 1.01218081e-01 1.72720084e-01 -1.66177222e-02
-1.70531311e-01 -2.14664948e-01]
[ -1.58296666e-01 2.61608523e-03 6.12844086e-02 1.99480485e-02
-1.69624156e-01 -2.19087343e-01 -1.75281500e-01 -1.97199158e-01
8.51909440e-02 1.71927399e-01]
[ -2.83335640e-01 -3.48531256e-01 9.49243106e-02 2.14637677e-01
-1.32646986e-01 -6.42621592e-02 1.02492308e-01 -2.61006388e-01
-2.74053064e-01 -8.95051060e-02]
[ 9.68435599e-02 -2.07601452e-01 -2.44028557e-02 1.11400528e-01
-5.12485146e-02 -8.70166805e-02 2.58823213e-01 2.15785379e-03
2.15695162e-02 -2.90419610e-03]
[ 4.29768635e-02 -1.03924469e-01 -2.08474872e-01 1.59587230e-01
-9.27248489e-02 7.93756235e-02 -4.02889652e-02 -1.93110164e-02
-8.13784962e-02 4.69935312e-03]
[ -1.13610180e-01 -7.24206045e-02 -1.99119698e-01 1.67543323e-01
-1.65965404e-02 1.30584657e-01 -1.21806068e-03 -2.49752933e-01
8.02386640e-02 -1.85240551e-01]
[ -6.26040284e-02 -3.99736231e-02 2.78002874e-01 1.08555818e-01
9.56303411e-02 -6.39714114e-02 -1.27468203e-01 1.21200057e-01
8.15152235e-02 4.55875877e-02]
[ 5.99838984e-02 -1.89370516e-02 8.81954020e-02 8.93194200e-02
3.08466986e-02 -1.68795116e-02 2.08659670e-01 1.20121351e-01
-2.56674314e-02 -5.76340489e-02]
[ 8.29958452e-03 -1.48607377e-01 -2.92754782e-01 -5.39386417e-02
1.20158908e-01 -9.21164848e-02 1.39205186e-01 1.62682144e-01
1.06216976e-01 -3.22564082e-02]
[ 5.18655438e-02 -2.93707305e-02 -1.14745108e-01 5.10042321e-02
-1.29824816e-01 3.19328562e-01 2.65036303e-01 2.04821805e-01
-1.54857574e-01 -5.44031377e-02]
[ 4.85119528e-03 -3.08462819e-03 1.23872653e-01 1.10808235e-01
-3.40290047e-03 1.04154199e-01 -1.08864593e-01 -4.15152267e-02
2.19452667e-01 8.52091671e-02]
[ 1.12254954e-01 7.62105460e-02 -4.38022772e-02 -9.50651737e-02
-1.07304678e-01 -3.30883740e-01 1.20680815e-01 8.62550770e-03
1.45881417e-01 9.19708876e-02]
[ -1.04191483e-01 -5.09300376e-02 -1.64693094e-02 2.04032638e-02
-9.89472876e-03 -2.03894625e-01 -5.66409623e-02 -2.03427966e-02
1.58872311e-02 1.24757583e-01]
[ -1.63723013e-01 -1.31596364e-01 -2.04701920e-01 -2.59314670e-02
-2.83469202e-01 2.06228383e-03 6.31016701e-02 -2.57801556e-02
-1.37799454e-02 3.61608285e-02]
[ -3.01941788e-02 -1.27789252e-01 -7.48497144e-02 -1.25480026e-01
5.25245957e-01 2.75333757e-01 5.94923884e-01 1.13087711e-01
-1.80780603e-01 -3.78337132e-01]
[ -1.73834802e-02 -4.38127202e-01 -3.09284241e-02 -7.29499816e-02
6.58265397e-01 1.00361582e-01 5.65230857e-01 9.13474716e-02
3.01357115e-02 -3.87670860e-01]
[ 1.03886763e-02 -4.94258585e-01 -4.38782470e-02 -1.07191211e-01
6.76349798e-01 2.31200273e-02 5.32632971e-01 4.85028204e-02
-3.64473275e-01 -2.20388084e-01]
[ -1.75050779e-01 -6.37803350e-01 -1.08921413e-02 -2.06582518e-01
7.80549203e-01 -9.02357955e-02 6.60763219e-01 -8.33642332e-02
-7.01274089e-02 8.30157810e-02]
[ -3.02033864e-01 -4.58904904e-01 5.36936127e-02 -5.29469938e-02
9.23836880e-01 1.43405192e-01 4.71563520e-01 4.70022606e-02
-9.29139586e-02 -1.41295326e-01]
[ -2.11766162e-01 -3.43641872e-01 2.49798971e-01 -2.48069326e-01
6.81277963e-01 -4.32118802e-02 7.25524968e-01 1.24845709e-02
-2.61388096e-01 -3.19463885e-02]
[ -1.38420797e-01 -2.48797214e-01 -1.83890409e-01 -1.10701707e-01
5.13234037e-01 -2.27512129e-01 2.03873527e-01 1.67920954e-01
-1.62686539e-02 -1.27461314e-01]
[ 1.01046391e-01 2.42377379e-01 1.59506710e-01 -1.06117218e-01
-6.28857546e-02 5.44866053e-02 -1.41884600e-01 2.81469435e-01
6.33103573e-02 1.68046145e-01]
[ 3.55669467e-01 3.50606374e-01 -7.99582941e-02 3.17515991e-01
-9.04170793e-01 -2.89095152e-01 -4.95840690e-01 1.77766001e-01
3.92431717e-01 -1.82572245e-02]
[ 4.67312912e-02 1.25996572e-01 2.53210045e-01 2.47025843e-01
-5.53378134e-02 -1.96133985e-01 -1.74905063e-01 -1.33152096e-01
-1.39972807e-01 -2.90722616e-01]
[ 1.58564455e-02 -8.83799514e-02 -1.22211299e-01 -6.59384625e-02
2.44856692e-01 4.30345266e-02 8.08502318e-03 -1.85886456e-01
2.38192562e-02 1.95442679e-01]
[ -4.40167247e-03 -6.42770856e-02 -6.95558705e-02 -6.05363328e-02
-5.28351533e-03 -1.75731759e-01 9.46693152e-02 9.12298357e-03
2.93344648e-02 -5.09508063e-03]
[ 3.11713277e-02 9.01821231e-02 2.44500107e-01 7.62460747e-02
-2.38485519e-01 -1.37093141e-01 9.24824571e-02 3.95507153e-02
-1.84224818e-01 1.08126278e-01]
[ 7.34925105e-02 4.62787479e-02 1.07495095e-01 7.52652731e-03
-2.42830330e-01 6.76581286e-02 4.81120596e-02 -2.71098420e-01
-1.74536516e-02 -8.78345274e-02]
[ -5.52180113e-03 1.16772455e-01 8.61901185e-02 -2.50899701e-02
-7.27009528e-02 1.77987594e-01 7.50874281e-02 1.18577259e-01
-1.73809278e-02 1.77238104e-01]
[ 2.26758142e-01 9.37127515e-02 3.04694281e-02 8.65826021e-02
1.48537124e-03 -2.60147500e-02 -1.95581144e-01 1.48808014e-01
-4.97223907e-02 -1.39946629e-02]
[ 4.74537956e-02 2.50259010e-02 1.86307405e-02 4.69799367e-02
-4.40658233e-01 -1.24936437e-01 -2.28546679e-01 4.13793788e-02
1.22808590e-01 1.97232818e-01]
[ 6.11058781e-02 5.17872620e-01 1.28850399e-01 4.39986137e-01
-1.23652248e+00 -3.06269450e-01 -5.95301927e-01 -7.06473783e-02
3.03264126e-01 3.48005587e-01]
[ 1.82003771e-01 5.05600723e-01 6.86978491e-02 4.35974586e-01
-1.01498437e+00 -8.49486771e-02 -4.43956705e-01 1.51674439e-01
2.17826550e-01 4.85031487e-01]
[ 2.53587580e-01 3.26962619e-01 2.47438024e-01 1.52934963e-01
-4.87886636e-01 7.92589000e-02 -2.31407734e-01 1.62680209e-01
2.43931659e-01 8.32094043e-02]
[ -7.67883278e-02 2.24653000e-01 2.40022918e-01 1.22821424e-02
-3.91553364e-02 1.31844243e-01 -1.01790338e-01 -1.56215674e-02
-3.58887856e-02 4.60503563e-02]
[ -1.00735743e-01 1.50384109e-03 2.38210332e-02 9.09004719e-02
-5.42072068e-02 1.16390204e-01 2.44378251e-01 1.97056150e-02
-2.76440387e-01 -9.53749898e-02]
[ -2.21697109e-01 -3.44151549e-02 -9.40056659e-02 -3.44852410e-01
1.83465508e-01 1.19278398e-01 1.08249438e-01 1.03277738e-01
-2.07155711e-01 3.23012298e-02]
[ 1.01218469e-02 -4.09296754e-01 -1.27738797e-01 -1.61133452e-01
3.70027038e-01 2.52855996e-02 1.94042915e-01 1.52382981e-01
-1.65127663e-01 -2.22197814e-01]
[ 1.08014430e-01 -2.39820754e-01 -1.57934630e-01 -2.56731276e-02
-4.35853285e-02 -4.53542456e-02 1.07802263e-01 -1.55016852e-01
1.13149328e-01 -1.62204909e-01]
[ -1.15582127e-01 3.91312685e-02 2.65255299e-01 -2.26237796e-03
1.54663137e-01 7.87187553e-02 6.05117468e-02 -2.97025762e-01
-1.09439982e-01 -5.64167663e-02]
[ -3.39752242e-01 1.78496153e-02 1.78511361e-02 -1.46293565e-02
1.37068763e-01 -1.78702896e-01 7.77912939e-03 2.34929050e-01
-7.55029290e-02 8.53405935e-02]
[ 1.48572786e-01 -2.75166095e-03 -2.32048873e-01 -7.34315832e-02
1.03895568e-01 -3.01021367e-01 8.21720120e-02 -1.66649716e-01
7.15502270e-03 -1.80125505e-01]
[ 2.11659622e-01 -2.09121576e-01 6.45583833e-02 -2.26848166e-02
9.93239998e-02 -3.74246227e-02 5.99170435e-02 -1.36934017e-01
1.12899638e-01 -1.77758640e-01]
[ -1.06053605e-01 -8.68791616e-02 1.21086000e-01 1.07582477e-01
3.56298745e-02 -1.14263297e-01 2.61966226e-01 -7.84238428e-02
1.81001234e-01 -4.35729660e-03]
[ -3.06096841e-02 -2.13536620e-01 1.87452807e-01 -2.89324019e-01
-1.52118353e-01 1.27709342e-01 1.08116540e-01 -1.21575932e-01
-3.94539734e-03 1.90698741e-01]]
[[ 0.63281529]
[ 1.725274 ]
[ 0.24020965]
[ 0.88834856]
[-2.76468067]
[-0.26475924]
[-1.74344615]
[ 0.08112569]
[ 0.70089473]
[ 0.89251145]]
Progress: 43.8% ... Training loss: 0.267 ... Validation loss: 0.447[[ 1.66841255e-01 2.60396949e-01 -1.02879473e-01 1.13575741e-01
-5.20278063e-01 -7.27288117e-02 -8.93654631e-02 1.20949004e-01
-5.03653746e-02 2.04577576e-01]
[ 1.46145210e-02 1.46892047e-01 -1.89640002e-02 4.78467886e-02
7.32911664e-02 -7.42333468e-03 3.15875224e-01 4.12277526e-02
1.43197568e-01 -2.67687299e-02]
[ 1.97007438e-01 7.83050173e-01 1.18821308e-02 -5.07102895e-02
7.08132380e-01 -2.15841875e-02 -9.15051056e-01 -4.12477646e-02
5.35654995e-02 2.85934826e-01]
[ 5.64196082e-02 -3.77418818e-01 -1.92812160e-01 1.95267610e-01
-2.89616647e-02 1.25422467e-01 2.02365295e-01 6.51099151e-02
1.35028514e-01 2.99716917e-01]
[ -2.92556334e-02 6.79848998e-02 -1.51187929e-01 3.42901194e-02
-4.55391978e-02 -1.78778517e-01 8.73269503e-02 -1.18119394e-01
-1.99364192e-01 -5.30147441e-02]
[ -3.95109320e-01 -6.65588097e-01 -3.01344131e-01 1.52162914e-01
-1.38286625e-01 4.15091404e-02 3.68699946e-01 -3.94517674e-02
-2.95893110e-02 -3.02788742e-02]
[ -1.86142282e-03 -2.34441663e-01 1.07506545e-02 9.47769288e-02
-2.51035063e-02 -7.31238498e-02 1.73920888e-01 -1.90976027e-01
2.00588998e-01 4.15717877e-02]
[ 1.11641603e-01 -2.62068147e-01 3.30320584e-02 -7.03022030e-02
-7.13163674e-03 -4.93267446e-02 7.41034674e-02 1.18230673e-01
8.17728476e-02 -1.90758341e-02]
[ -1.84570822e-01 -1.88963368e-01 -3.05809637e-01 -3.21954817e-02
-9.53490560e-03 7.20128579e-02 -9.04649764e-02 -3.06038880e-02
2.57695745e-01 -1.44830548e-01]
[ 3.19590601e-02 -4.28478807e-01 7.75048075e-02 -7.37335955e-03
-1.93025215e-01 -1.10429199e-01 2.22788422e-01 -1.09464451e-01
-3.45734619e-04 7.01575434e-02]
[ -8.17130024e-02 -1.04563807e-01 3.36905850e-03 -1.34297084e-01
-7.41348573e-02 1.28177729e-02 2.16186379e-01 -1.02674703e-01
-4.30317363e-03 -1.15190189e-01]
[ -1.25006031e-01 -2.20019327e-01 -7.09054195e-02 4.93097279e-03
3.50498927e-01 1.00877167e-01 1.71487301e-01 -1.65147730e-02
-1.69653136e-01 -2.13371868e-01]
[ -1.58296666e-01 2.61608523e-03 6.12844086e-02 1.99480485e-02
-1.69624156e-01 -2.19087343e-01 -1.75281500e-01 -1.97199158e-01
8.51909440e-02 1.71927399e-01]
[ -2.82696111e-01 -3.47751162e-01 9.52170027e-02 2.15690373e-01
-1.34279237e-01 -6.45714733e-02 1.01561222e-01 -2.60915970e-01
-2.73313387e-01 -8.85691381e-02]
[ 9.69219065e-02 -2.07271621e-01 -2.43620486e-02 1.11553445e-01
-5.24137287e-02 -8.70505600e-02 2.58631250e-01 2.16849542e-03
2.16945446e-02 -2.84754016e-03]
[ 4.28963194e-02 -1.04057394e-01 -2.08527678e-01 1.59346466e-01
-9.14582974e-02 7.94240961e-02 -3.99964308e-02 -1.93247287e-02
-8.15053539e-02 4.69020436e-03]
[ -1.13838648e-01 -7.23662404e-02 -1.99197312e-01 1.67277486e-01
-1.60689573e-02 1.30673990e-01 -1.15425269e-03 -2.49779164e-01
8.00986814e-02 -1.85499359e-01]
[ -6.21736250e-02 -3.90498637e-02 2.78176439e-01 1.09132560e-01
9.44645224e-02 -6.41528610e-02 -1.28491488e-01 1.21258604e-01
8.19254633e-02 4.62406981e-02]
[ 6.02409498e-02 -1.85406096e-02 8.82837313e-02 8.96747171e-02
3.03649184e-02 -1.69776287e-02 2.08102440e-01 1.20151103e-01
-2.54019204e-02 -5.72561897e-02]
[ 7.55748285e-03 -1.49937715e-01 -2.93052224e-01 -5.50067943e-02
1.21811699e-01 -9.18099291e-02 1.40666707e-01 1.62573128e-01
1.05191030e-01 -3.34650347e-02]
[ 5.26000715e-02 -2.74759177e-02 -1.14465941e-01 5.20299753e-02
-1.33178880e-01 3.19029300e-01 2.63143040e-01 2.04907441e-01
-1.54062841e-01 -5.34411128e-02]
[ 4.58129678e-03 -3.81085488e-03 1.23769351e-01 1.10420128e-01
-2.20377640e-03 1.04268580e-01 -1.08152214e-01 -4.15511228e-02
2.19157381e-01 8.48297150e-02]
[ 1.12408989e-01 7.64413330e-02 -4.37434435e-02 -9.48532593e-02
-1.07496814e-01 -3.30935487e-01 1.20360971e-01 8.64447005e-03
1.46044777e-01 9.21760618e-02]
[ -1.04428368e-01 -5.15684275e-02 -1.65586717e-02 2.00713117e-02
-8.85220959e-03 -2.03795320e-01 -5.59973180e-02 -2.03720251e-02
1.56317274e-02 1.24420719e-01]
[ -1.64023544e-01 -1.31862370e-01 -2.04804694e-01 -2.63189498e-02
-2.83566181e-01 2.18054534e-03 6.36722297e-02 -2.58158074e-02
-1.40682572e-02 3.57366156e-02]
[ -3.03677144e-02 -1.28185115e-01 -7.49138980e-02 -1.25722719e-01
5.25896257e-01 2.75404750e-01 5.95260953e-01 1.13064774e-01
-1.80965728e-01 -3.78562104e-01]
[ -1.74802279e-02 -4.38560837e-01 -3.09647625e-02 -7.30832843e-02
6.58805398e-01 1.00404227e-01 5.65659398e-01 9.13335291e-02
3.00301510e-02 -3.87846890e-01]
[ 1.00245176e-02 -4.95432391e-01 -4.40241589e-02 -1.07724447e-01
6.77669216e-01 2.32797917e-02 5.33786906e-01 4.84561260e-02
-3.64902724e-01 -2.20909605e-01]
[ -1.75307729e-01 -6.38180604e-01 -1.09973202e-02 -2.06981576e-01
7.81992102e-01 -9.01180830e-02 6.61145305e-01 -8.33993738e-02
-7.04435964e-02 8.26296113e-02]
[ -3.01805486e-01 -4.58496172e-01 5.37925502e-02 -5.25640461e-02
9.23175031e-01 1.43279121e-01 4.71086259e-01 4.70397267e-02
-9.25896333e-02 -1.40870097e-01]
[ -2.11833482e-01 -3.43708300e-01 2.49772090e-01 -2.48164404e-01
6.81535402e-01 -4.31829691e-02 7.25598321e-01 1.24756645e-02
-2.61468572e-01 -3.20477174e-02]
[ -1.38099082e-01 -2.48396379e-01 -1.83770127e-01 -1.10231887e-01
5.11828247e-01 -2.27646925e-01 2.03374614e-01 1.67964499e-01
-1.58985083e-02 -1.26999182e-01]
[ 1.01663319e-01 2.43984861e-01 1.59747983e-01 -1.05216383e-01
-6.55905651e-02 5.42218739e-02 -1.43556897e-01 2.81544092e-01
6.40210172e-02 1.68881449e-01]
[ 3.56208826e-01 3.53935441e-01 -7.96781531e-02 3.18513488e-01
-9.09264200e-01 -2.89333666e-01 -4.97837025e-01 1.77842440e-01
3.92977340e-01 -1.75368598e-02]
[ 4.71520159e-02 1.26506730e-01 2.53379862e-01 2.47587701e-01
-5.64356133e-02 -1.96313165e-01 -1.75773392e-01 -1.33098518e-01
-1.39515828e-01 -2.90176003e-01]
[ 1.59216556e-02 -8.84640177e-02 -1.22182565e-01 -6.58261286e-02
2.44834230e-01 4.30045686e-02 8.14980517e-03 -1.85880112e-01
2.38918518e-02 1.95502931e-01]
[ -4.29284825e-03 -6.38918908e-02 -6.95240255e-02 -6.04002074e-02
-5.62786973e-03 -1.75778140e-01 9.42078763e-02 9.12679371e-03
2.94771871e-02 -4.97983789e-03]
[ 3.08943287e-02 8.91716136e-02 2.44389237e-01 7.58340962e-02
-2.37105241e-01 -1.36987186e-01 9.32522501e-02 3.95115113e-02
-1.84590429e-01 1.07789727e-01]
[ 7.31028662e-02 4.53835876e-02 1.07348139e-01 6.96932693e-03
-2.41245985e-01 6.78263567e-02 4.90308612e-02 -2.71145990e-01
-1.78823342e-02 -8.84032045e-02]
[ -5.97684931e-03 1.15549159e-01 8.60201653e-02 -2.57502478e-02
-7.07050648e-02 1.78180978e-01 7.63052321e-02 1.18517977e-01
-1.78811524e-02 1.76577214e-01]
[ 2.27439179e-01 9.50341346e-02 3.06950753e-02 8.74497682e-02
-4.57352217e-04 -2.62848698e-02 -1.97331696e-01 1.48883806e-01
-4.90769519e-02 -1.31677348e-02]
[ 4.73672346e-02 2.48400377e-02 1.85946992e-02 4.68442702e-02
-4.40369589e-01 -1.24896436e-01 -2.28359997e-01 4.13670855e-02
1.22700168e-01 1.97100801e-01]
[ 6.13868119e-02 5.18644097e-01 1.28959510e-01 4.40376845e-01
-1.23731305e+00 -3.06371208e-01 -5.95928989e-01 -7.06112576e-02
3.03580406e-01 3.48377967e-01]
[ 1.81662645e-01 5.04813199e-01 6.85522922e-02 4.35444917e-01
-1.01353977e+00 -8.48126172e-02 -4.42897396e-01 1.51631393e-01
2.17434900e-01 4.84709916e-01]
[ 2.53109923e-01 3.26038632e-01 2.47259277e-01 1.52244289e-01
-4.86200628e-01 7.94648775e-02 -2.30393025e-01 1.62617493e-01
2.43415207e-01 8.25857933e-02]
[ -7.65432060e-02 2.25306028e-01 2.40125255e-01 1.26668563e-02
-4.03201301e-02 1.31729681e-01 -1.02427853e-01 -1.55864824e-02
-3.55847576e-02 4.64270911e-02]
[ -1.00960437e-01 9.89313670e-04 2.37376705e-02 9.05891492e-02
-5.33985222e-02 1.16486090e-01 2.44865541e-01 1.96791665e-02
-2.76690631e-01 -9.56826719e-02]
[ -2.21679519e-01 -3.44047496e-02 -9.40009929e-02 -3.44836191e-01
1.83412478e-01 1.19272981e-01 1.08213618e-01 1.03279373e-01
-2.07141446e-01 3.23195486e-02]
[ 1.02419313e-02 -4.09106390e-01 -1.27691522e-01 -1.60960506e-01
3.69510449e-01 2.52341114e-02 1.93802060e-01 1.52400915e-01
-1.64985979e-01 -2.22022615e-01]
[ 1.07934786e-01 -2.39908771e-01 -1.57947065e-01 -2.56941703e-02
-4.36192997e-02 -4.53354421e-02 1.07966729e-01 -1.55024456e-01
1.13122092e-01 -1.62319622e-01]
[ -1.15414918e-01 3.93764348e-02 2.65319522e-01 -2.06147416e-03
1.54942101e-01 7.86485435e-02 6.03945091e-02 -2.97000298e-01
-1.09305984e-01 -5.61860499e-02]
[ -3.38002427e-01 2.23846876e-02 1.85364801e-02 -1.20831758e-02
1.29883400e-01 -1.79448183e-01 3.71319584e-03 2.35149678e-01
-7.35373258e-02 8.77520427e-02]
[ 1.47885707e-01 -4.62009170e-03 -2.32344992e-01 -7.45483696e-02
1.07310357e-01 -3.00716534e-01 8.37007004e-02 -1.66748759e-01
6.18319113e-03 -1.81253604e-01]
[ 2.10767008e-01 -2.11816063e-01 6.42308203e-02 -2.39519763e-02
1.02156041e-01 -3.70769235e-02 6.26109721e-02 -1.37047517e-01
1.12030528e-01 -1.78916457e-01]
[ -1.06166387e-01 -8.66718912e-02 1.21059544e-01 1.07470465e-01
3.54365522e-02 -1.14217975e-01 2.61772452e-01 -7.84369890e-02
1.80778857e-01 -4.49590005e-03]
[ -3.03191234e-02 -2.12356990e-01 1.87575903e-01 -2.88861090e-01
-1.53631165e-01 1.27610723e-01 1.06934178e-01 -1.21544506e-01
-3.58778159e-03 1.91169488e-01]]
[[ 0.63297552]
[ 1.72519575]
[ 0.24162757]
[ 0.89208757]
[-2.76692212]
[-0.26403154]
[-1.73998872]
[ 0.08428235]
[ 0.70122523]
[ 0.89472526]]
Progress: 43.8% ... Training loss: 0.267 ... Validation loss: 0.447[[ 1.64494605e-01 2.55568081e-01 -1.03737596e-01 1.10252766e-01
-5.10527041e-01 -7.17059689e-02 -8.37557468e-02 1.20649708e-01
-5.29783701e-02 2.01764382e-01]
[ 1.45201620e-02 1.47168599e-01 -1.90035112e-02 4.77145718e-02
7.27659417e-02 -7.37685440e-03 3.15738083e-01 4.12126939e-02
1.43195648e-01 -2.69075254e-02]
[ 1.99039509e-01 7.86659648e-01 1.27880524e-02 -4.76510407e-02
7.05016220e-01 -2.25002004e-02 -9.18610257e-01 -4.09459482e-02
5.58675008e-02 2.89186808e-01]
[ 5.88736389e-02 -3.72744243e-01 -1.91915726e-01 1.98933998e-01
-3.60645664e-02 1.24367075e-01 1.97731856e-01 6.54465193e-02
1.37611159e-01 3.03361349e-01]
[ -2.89099933e-02 6.86296001e-02 -1.51121040e-01 3.47997863e-02
-4.58686374e-02 -1.78864958e-01 8.64126450e-02 -1.18058494e-01
-1.98971507e-01 -5.25054379e-02]
[ -3.97061758e-01 -6.69055425e-01 -3.02134680e-01 1.49240797e-01
-1.32964511e-01 4.23787294e-02 3.72215609e-01 -3.97269902e-02
-3.18656472e-02 -3.31328009e-02]
[ -4.11718319e-03 -2.40277952e-01 9.94747354e-03 9.15641901e-02
-1.64041625e-02 -7.21983869e-02 1.79634615e-01 -1.91265665e-01
1.98091321e-01 3.85813922e-02]
[ 1.12245683e-01 -2.60714540e-01 3.32680332e-02 -6.94165087e-02
-8.76061143e-03 -4.95621225e-02 7.30193222e-02 1.18315904e-01
8.24818771e-02 -1.79770416e-02]
[ -1.84482776e-01 -1.88522192e-01 -3.05772977e-01 -3.20281237e-02
-1.07473065e-02 7.19609665e-02 -9.04192169e-02 -3.05818489e-02
2.57902985e-01 -1.44572426e-01]
[ 2.93110643e-02 -4.33187726e-01 7.65637168e-02 -1.10682934e-02
-1.85607349e-01 -1.09321103e-01 2.28440398e-01 -1.09797595e-01
-3.10397351e-03 6.68197298e-02]
[ -8.19118055e-02 -1.05577031e-01 3.25276021e-03 -1.34709098e-01
-7.33282035e-02 1.29262966e-02 2.16878361e-01 -1.02709712e-01
-4.67437965e-03 -1.15492491e-01]
[ -1.25675305e-01 -2.21806019e-01 -7.11691260e-02 3.95611673e-03
3.53454490e-01 1.01168330e-01 1.73334348e-01 -1.66042103e-02
-1.70381436e-01 -2.14219160e-01]
[ -1.58296666e-01 2.61608523e-03 6.12844086e-02 1.99480485e-02
-1.69624156e-01 -2.19087343e-01 -1.75281500e-01 -1.97199158e-01
8.51909440e-02 1.71927399e-01]
[ -2.83967547e-01 -3.50125338e-01 9.46726528e-02 2.13734160e-01
-1.31440216e-01 -6.39779231e-02 1.04105012e-01 -2.61102079e-01
-2.74869788e-01 -9.05152121e-02]
[ 9.68469126e-02 -2.07192705e-01 -2.43788905e-02 1.11432467e-01
-5.19601398e-02 -8.70219475e-02 2.58442480e-01 2.16007938e-03
2.16543812e-02 -2.89386409e-03]
[ 4.25864138e-02 -1.04819001e-01 -2.08642535e-01 1.58921908e-01
-9.03714705e-02 7.95442100e-02 -3.92718999e-02 -1.93641412e-02
-8.18477086e-02 4.26641624e-03]
[ -1.14586284e-01 -7.43603915e-02 -1.99479116e-01 1.66245887e-01
-1.31440101e-02 1.30980158e-01 6.63215425e-04 -2.49867808e-01
7.92659936e-02 -1.86460597e-01]
[ -6.28612684e-02 -4.09398863e-02 2.77945544e-01 1.08171625e-01
9.70203053e-02 -6.38763473e-02 -1.26454981e-01 1.21167904e-01
8.11939993e-02 4.54097096e-02]
[ 5.97751363e-02 -1.94495389e-02 8.81359071e-02 8.89738814e-02
3.25228865e-02 -1.67570853e-02 2.08915088e-01 1.20087765e-01
-2.59272130e-02 -5.79349359e-02]
[ 8.98997153e-03 -1.46021704e-01 -2.92487752e-01 -5.29612812e-02
1.16302009e-01 -9.24115805e-02 1.36863254e-01 1.62766297e-01
1.06760107e-01 -3.14128489e-02]
[ 5.18230715e-02 -2.99536800e-02 -1.14772989e-01 5.09484013e-02
-1.29915261e-01 3.19344075e-01 2.65650807e-01 2.04808288e-01
-1.54882175e-01 -5.44412708e-02]
[ 4.62383256e-03 -3.41037356e-03 1.23766801e-01 1.10452396e-01
-1.62722380e-03 1.04261687e-01 -1.08288206e-01 -4.15403624e-02
2.19130762e-01 8.50597083e-02]
[ 1.12100215e-01 7.56921781e-02 -4.38528626e-02 -9.52841832e-02
-1.06770273e-01 -3.30814889e-01 1.21237427e-01 8.60363893e-03
1.45743051e-01 9.17863761e-02]
[ -1.04645027e-01 -5.20557998e-02 -1.66379252e-02 1.98079237e-02
-8.91240219e-03 -2.03714776e-01 -5.52099160e-02 -2.03991330e-02
1.55234111e-02 1.24116957e-01]
[ -1.64154778e-01 -1.32123437e-01 -2.04855421e-01 -2.65075312e-02
-2.83401064e-01 2.23545463e-03 6.38848801e-02 -2.58336142e-02
-1.42107208e-02 3.55477935e-02]
[ -3.06628114e-02 -1.29044755e-01 -7.50188188e-02 -1.26129753e-01
5.27054602e-01 2.75525536e-01 5.96105307e-01 1.13027424e-01
-1.81289536e-01 -3.78963894e-01]
[ -1.75785346e-02 -4.38853844e-01 -3.10008870e-02 -7.32039012e-02
6.59297036e-01 1.00439880e-01 5.65876746e-01 9.13217646e-02
2.99373693e-02 -3.87982002e-01]
[ 9.99983824e-03 -4.95539029e-01 -4.40352154e-02 -1.07766530e-01
6.77751632e-01 2.32924424e-02 5.33858540e-01 4.84519877e-02
-3.64935489e-01 -2.20937854e-01]
[ -1.75305008e-01 -6.38240372e-01 -1.09918392e-02 -2.06964641e-01
7.81811166e-01 -9.01238623e-02 6.61185965e-01 -8.33975476e-02
-7.04281388e-02 8.26621929e-02]
[ -3.01789893e-01 -4.58604165e-01 5.38070492e-02 -5.25238392e-02
9.23019197e-01 1.43266000e-01 4.71167146e-01 4.70440001e-02
-9.25531897e-02 -1.40823265e-01]
[ -2.12203572e-01 -3.44606558e-01 2.49625486e-01 -2.48726486e-01
6.83131679e-01 -4.30269449e-02 7.26500470e-01 1.24234452e-02
-2.61903479e-01 -3.25436650e-02]
[ -1.38009560e-01 -2.48158736e-01 -1.83736312e-01 -1.10102266e-01
5.11580341e-01 -2.27685714e-01 2.03120032e-01 1.67976650e-01
-1.58044905e-02 -1.26868611e-01]
[ 1.00649525e-01 2.41876910e-01 1.59361323e-01 -1.06695490e-01
-6.23111139e-02 5.46555096e-02 -1.41212908e-01 2.81406937e-01
6.28843360e-02 1.67528619e-01]
[ 3.57084038e-01 3.56810311e-01 -7.93426766e-02 3.19800239e-01
-9.12748407e-01 -2.89666906e-01 -5.00227899e-01 1.77963748e-01
3.94002062e-01 -1.62032351e-02]
[ 4.70852685e-02 1.26349505e-01 2.53356661e-01 2.47476575e-01
-5.63698338e-02 -1.96277837e-01 -1.75684747e-01 -1.33107559e-01
-1.39620467e-01 -2.90252815e-01]
[ 1.57139384e-02 -8.90420851e-02 -1.22267738e-01 -6.61403922e-02
2.45792028e-01 4.30976529e-02 8.73792364e-03 -1.85909644e-01
2.36492652e-02 1.95213742e-01]
[ -4.28802047e-03 -6.40529216e-02 -6.95167831e-02 -6.04464593e-02
-5.60829358e-03 -1.75782964e-01 9.44610458e-02 9.12771957e-03
2.94566391e-02 -4.98355686e-03]
[ 3.00542424e-02 8.72912851e-02 2.44076518e-01 7.46505134e-02
-2.33814162e-01 -1.36650280e-01 9.51918521e-02 3.93993655e-02
-1.85484769e-01 1.06627505e-01]
[ 7.32814448e-02 4.58317489e-02 1.07421623e-01 7.21843907e-03
-2.42018024e-01 6.77464227e-02 4.85995298e-02 -2.71120955e-01
-1.76916791e-02 -8.81382523e-02]
[ -6.34993606e-03 1.14730044e-01 8.58774957e-02 -2.62887450e-02
-6.91218162e-02 1.78344062e-01 7.71623083e-02 1.18469124e-01
-1.83019419e-02 1.76067173e-01]
[ 2.27138915e-01 9.42604004e-02 3.05945403e-02 8.70341486e-02
5.46628981e-04 -2.61664735e-02 -1.96523979e-01 1.48845656e-01
-4.93712536e-02 -1.35705007e-02]
[ 4.74382032e-02 2.52019302e-02 1.86340474e-02 4.70078253e-02
-4.41170312e-01 -1.24947051e-01 -2.28407160e-01 4.13820069e-02
1.22809020e-01 1.97297804e-01]
[ 6.14356266e-02 5.18539885e-01 1.28999528e-01 4.40489541e-01
-1.23778464e+00 -3.06386564e-01 -5.95838245e-01 -7.05957231e-02
3.03730562e-01 3.48528918e-01]
[ 1.80659906e-01 5.02653289e-01 6.81229884e-02 4.33903489e-01
-1.01069631e+00 -8.43506839e-02 -4.40782667e-01 1.51485183e-01
2.16206404e-01 4.83183742e-01]
[ 2.52827882e-01 3.25625332e-01 2.47145814e-01 1.51848772e-01
-4.85594898e-01 7.95785028e-02 -2.30095103e-01 1.62579140e-01
2.43102096e-01 8.21919899e-02]
[ -7.65065491e-02 2.25398400e-01 2.40138087e-01 1.27183810e-02
-4.05123997e-02 1.31714392e-01 -1.02519346e-01 -1.55816659e-02
-3.55413462e-02 4.64770963e-02]
[ -1.00392888e-01 2.50618056e-03 2.39527179e-02 9.13870298e-02
-5.51816666e-02 1.16249750e-01 2.43175249e-01 1.97553286e-02
-2.76069172e-01 -9.48847441e-02]
[ -2.21999599e-01 -3.52227401e-02 -9.41226148e-02 -3.45294480e-01
1.84807807e-01 1.19407369e-01 1.09040920e-01 1.03236640e-01
-2.07506075e-01 3.18832644e-02]
[ 1.00301431e-02 -4.09848865e-01 -1.27775808e-01 -1.61275094e-01
3.70405076e-01 2.53196867e-02 1.94532756e-01 1.52374015e-01
-1.65224515e-01 -2.22299532e-01]
[ 1.07249867e-01 -2.41046695e-01 -1.58208999e-01 -2.66089553e-02
-4.36222162e-02 -4.50729797e-02 1.09622402e-01 -1.55111417e-01
1.12402921e-01 -1.63258402e-01]
[ -1.15469035e-01 3.88748432e-02 2.65296556e-01 -2.16136347e-03
1.54862650e-01 7.86901942e-02 6.06753213e-02 -2.97007532e-01
-1.09386131e-01 -5.63037061e-02]
[ -3.38674409e-01 2.09740402e-02 1.83114934e-02 -1.30270562e-02
1.33440187e-01 -1.79144426e-01 5.32440371e-03 2.35060194e-01
-7.42390332e-02 8.69275179e-02]
[ 1.48008690e-01 -4.05911275e-03 -2.32296553e-01 -7.43801049e-02
1.07385746e-01 -3.00774439e-01 8.30382624e-02 -1.66722577e-01
6.29100847e-03 -1.80989180e-01]
[ 2.10477140e-01 -2.12207798e-01 6.41043681e-02 -2.43563423e-02
1.02496121e-01 -3.69489312e-02 6.31072624e-02 -1.37089504e-01
1.11791532e-01 -1.79318232e-01]
[ -1.05882426e-01 -8.60757822e-02 1.21172435e-01 1.07894538e-01
3.41879186e-02 -1.14343328e-01 2.61072679e-01 -7.83948558e-02
1.81039486e-01 -4.10582008e-03]
[ -3.25412541e-02 -2.17581015e-01 1.86729818e-01 -2.92172309e-01
-1.45092338e-01 1.28565900e-01 1.12443410e-01 -1.21844746e-01
-6.07394984e-03 1.88310312e-01]]
[[ 0.62415717]
[ 1.7193505 ]
[ 0.22823709]
[ 0.88036156]
[-2.7733116 ]
[-0.2755143 ]
[-1.75700875]
[ 0.07419199]
[ 0.69170644]
[ 0.88330535]]
Progress: 43.9% ... Training loss: 0.269 ... Validation loss: 0.456[[ 1.64467899e-01 2.54964857e-01 -1.03729264e-01 1.10355982e-01
-5.11605465e-01 -7.17150142e-02 -8.32092291e-02 1.20669653e-01
-5.29546361e-02 2.01921195e-01]
[ 1.42209271e-02 1.46541207e-01 -1.91166315e-02 4.72778173e-02
7.39393246e-02 -7.23851758e-03 3.16134455e-01 4.11781739e-02
1.42856066e-01 -2.73306218e-02]
[ 1.98980139e-01 7.85050761e-01 1.27051823e-02 -4.79216020e-02
7.08510931e-01 -2.23336546e-02 -9.17586166e-01 -4.09765649e-02
5.55381606e-02 2.89078467e-01]
[ 5.67497182e-02 -3.78342956e-01 -1.92739706e-01 1.95946485e-01
-2.55984063e-02 1.25311686e-01 2.02832457e-01 6.51809479e-02
1.35338370e-01 3.00916587e-01]
[ -2.91266811e-02 6.67685245e-02 -1.51245831e-01 3.46174717e-02
-4.21220605e-02 -1.78748035e-01 8.74228001e-02 -1.18093059e-01
-1.99319137e-01 -5.28622282e-02]
[ -3.96497056e-01 -6.68349172e-01 -3.01894549e-01 1.50167004e-01
-1.36418421e-01 4.20679727e-02 3.71237853e-01 -3.96473310e-02
-3.11618032e-02 -3.23601397e-02]
[ -3.64029287e-03 -2.40182960e-01 1.01011803e-02 9.22040016e-02
-1.85709049e-02 -7.23735263e-02 1.78963090e-01 -1.91202722e-01
1.98601362e-01 3.91599411e-02]
[ 1.11873803e-01 -2.62663689e-01 3.31466098e-02 -6.97904486e-02
-6.65243303e-03 -4.93922858e-02 7.47787977e-02 1.18275471e-01
8.20383059e-02 -1.82622813e-02]
[ -1.83933641e-01 -1.87037312e-01 -3.05581996e-01 -3.12922063e-02
-1.38060820e-02 7.17387148e-02 -9.16286128e-02 -3.05213010e-02
2.58637967e-01 -1.43868933e-01]
[ 3.09677189e-02 -4.29766932e-01 7.72173305e-02 -8.57137250e-03
-1.93559947e-01 -1.10068520e-01 2.24665280e-01 -1.09577578e-01
-1.12664357e-03 6.92986125e-02]
[ -8.25298259e-02 -1.08664243e-01 2.99660425e-03 -1.35626864e-01
-7.13563454e-02 1.32209979e-02 2.19543343e-01 -1.02789215e-01
-5.32422246e-03 -1.16394504e-01]
[ -1.25495091e-01 -2.21802624e-01 -7.11031879e-02 4.30495797e-03
3.52863979e-01 1.01082734e-01 1.73345282e-01 -1.65820070e-02
-1.70203628e-01 -2.14026566e-01]
[ -1.58296666e-01 2.61608523e-03 6.12844086e-02 1.99480485e-02
-1.69624156e-01 -2.19087343e-01 -1.75281500e-01 -1.97199158e-01
8.51909440e-02 1.71927399e-01]
[ -2.83712335e-01 -3.49791506e-01 9.48016514e-02 2.14219396e-01
-1.33282854e-01 -6.41467949e-02 1.03679086e-01 -2.61059940e-01
-2.74474700e-01 -8.99905413e-02]
[ 9.67457255e-02 -2.07513860e-01 -2.44181519e-02 1.11282045e-01
-5.19874735e-02 -8.69731339e-02 2.58592020e-01 2.14576424e-03
2.15257452e-02 -3.11115843e-03]
[ 4.29190557e-02 -1.04244341e-01 -2.08522108e-01 1.59401942e-01
-9.15726393e-02 7.93859641e-02 -3.98831165e-02 -1.93213148e-02
-8.14959521e-02 4.62788858e-03]
[ -1.15287821e-01 -7.68077872e-02 -1.99738136e-01 1.65251699e-01
-1.03970382e-02 1.31290102e-01 3.02888507e-03 -2.49942759e-01
7.85201818e-02 -1.87423716e-01]
[ -6.19236890e-02 -3.90602403e-02 2.78274436e-01 1.09465153e-01
9.30018463e-02 -6.42581897e-02 -1.28740958e-01 1.21277909e-01
8.21883909e-02 4.66191837e-02]
[ 6.01762023e-02 -1.85039110e-02 8.82774907e-02 8.95299068e-02
3.10689885e-02 -1.69258989e-02 2.07930240e-01 1.20132956e-01
-2.54969385e-02 -5.73876041e-02]
[ 8.65777476e-03 -1.47293853e-01 -2.92620060e-01 -5.34571972e-02
1.17819457e-01 -9.22530114e-02 1.37975194e-01 1.62721787e-01
1.06365116e-01 -3.19247249e-02]
[ 5.14866880e-02 -3.14729510e-02 -1.14906436e-01 5.04541216e-02
-1.28614522e-01 3.19495330e-01 2.67174519e-01 2.04769986e-01
-1.55261034e-01 -5.48388615e-02]
[ 4.91776990e-03 -2.59522795e-03 1.23912204e-01 1.11075289e-01
-2.48386911e-03 1.04125295e-01 -1.09224605e-01 -4.14968440e-02
2.19462257e-01 8.56781394e-02]
[ 1.12508219e-01 7.64539282e-02 -4.37029156e-02 -9.46881156e-02
-1.08362456e-01 -3.30991827e-01 1.20469526e-01 8.65301090e-03
1.46238584e-01 9.23640828e-02]
[ -1.04216932e-01 -5.08343035e-02 -1.64802249e-02 2.03742578e-02
-1.06703965e-02 -2.03904513e-01 -5.64842922e-02 -2.03523617e-02
1.60016559e-02 1.24724511e-01]
[ -1.64521162e-01 -1.32758648e-01 -2.05000939e-01 -2.70448468e-02
-2.82787152e-01 2.40939938e-03 6.49214594e-02 -2.58786417e-02
-1.45339099e-02 3.49604957e-02]
[ -3.08300598e-02 -1.29519087e-01 -7.50781044e-02 -1.26351654e-01
5.27699479e-01 2.75598777e-01 5.96537721e-01 1.13010779e-01
-1.81469525e-01 -3.79199618e-01]
[ -1.72116064e-02 -4.38486685e-01 -3.08631452e-02 -7.26564004e-02
6.57610103e-01 1.00271223e-01 5.65318517e-01 9.13665502e-02
3.03301428e-02 -3.87535487e-01]
[ 1.03081064e-02 -4.95458613e-01 -4.39347216e-02 -1.07330528e-01
6.76432607e-01 2.31502725e-02 5.33462575e-01 4.84893592e-02
-3.64591698e-01 -2.20483681e-01]
[ -1.75004113e-01 -6.37741029e-01 -1.08694527e-02 -2.06489064e-01
7.80675910e-01 -9.02723426e-02 6.60561766e-01 -8.33591691e-02
-7.00831250e-02 8.31024373e-02]
[ -3.01587629e-01 -4.58441440e-01 5.39054711e-02 -5.21128595e-02
9.22046563e-01 1.43133692e-01 4.70981677e-01 4.70809679e-02
-9.22391188e-02 -1.40390089e-01]
[ -2.12145116e-01 -3.44397159e-01 2.49654284e-01 -2.48628346e-01
6.82703082e-01 -4.30633229e-02 7.26415029e-01 1.24333856e-02
-2.61863406e-01 -3.25719581e-02]
[ -1.38223475e-01 -2.48729093e-01 -1.83808922e-01 -1.10386713e-01
5.12549950e-01 -2.27592695e-01 2.03782982e-01 1.67952966e-01
-1.60232927e-02 -1.27145377e-01]
[ 1.00476518e-01 2.41511064e-01 1.59293263e-01 -1.06956479e-01
-6.18635593e-02 5.47372389e-02 -1.41044045e-01 2.81384764e-01
6.26827388e-02 1.67277683e-01]
[ 3.57477899e-01 3.58318563e-01 -7.91748218e-02 3.20462907e-01
-9.14579053e-01 -2.89851764e-01 -5.01448130e-01 1.78021161e-01
3.94475631e-01 -1.55699181e-02]
[ 4.70852685e-02 1.26349505e-01 2.53356661e-01 2.47476575e-01
-5.63698338e-02 -1.96277837e-01 -1.75684747e-01 -1.33107559e-01
-1.39620467e-01 -2.90252815e-01]
[ 1.62323892e-02 -8.77431837e-02 -1.22069258e-01 -6.53735356e-02
2.43290566e-01 4.28570546e-02 7.29443805e-03 -1.85847639e-01
2.42227753e-02 1.95970700e-01]
[ -4.71987803e-03 -6.51850534e-02 -6.96810768e-02 -6.10609891e-02
-3.75775492e-03 -1.75595290e-01 9.56219248e-02 9.07497781e-03
2.90076810e-02 -5.61110746e-03]
[ 2.98222986e-02 8.67190549e-02 2.43991669e-01 7.43164392e-02
-2.32862535e-01 -1.36555946e-01 9.57603058e-02 3.93718772e-02
-1.85743830e-01 1.06310361e-01]
[ 7.37065162e-02 4.69362174e-02 1.07574073e-01 7.77560798e-03
-2.43804406e-01 6.75620047e-02 4.73708198e-02 -2.71075304e-01
-1.72237557e-02 -8.75445573e-02]
[ -6.73214692e-03 1.13810197e-01 8.57279716e-02 -2.68735343e-02
-6.75683341e-02 1.78525106e-01 7.80805995e-02 1.18421219e-01
-1.87577494e-02 1.75505395e-01]
[ 2.26882063e-01 9.36548838e-02 3.04961266e-02 8.66603159e-02
1.68499687e-03 -2.60634600e-02 -1.95875608e-01 1.48814464e-01
-4.96581853e-02 -1.39338346e-02]
[ 4.73791838e-02 2.48890843e-02 1.86083049e-02 4.69113937e-02
-4.40909877e-01 -1.24898166e-01 -2.28348658e-01 4.13746039e-02
1.22739122e-01 1.97207144e-01]
[ 6.18564920e-02 5.18840332e-01 1.29153520e-01 4.41117364e-01
-1.24046480e+00 -3.06531918e-01 -5.96030455e-01 -7.05425050e-02
3.04285511e-01 3.49115855e-01]
[ 1.80878640e-01 5.02516983e-01 6.81903268e-02 4.34172730e-01
-1.01089947e+00 -8.44158885e-02 -4.40766852e-01 1.51504046e-01
2.16391625e-01 4.83479036e-01]
[ 2.52478287e-01 3.24755262e-01 2.47006023e-01 1.51321448e-01
-4.84158133e-01 7.97407850e-02 -2.29070937e-01 1.62534953e-01
2.42736992e-01 8.16757444e-02]
[ -7.66370054e-02 2.25032222e-01 2.40093589e-01 1.25376359e-02
-3.99311788e-02 1.31772149e-01 -1.02139449e-01 -1.55969605e-02
-3.56792463e-02 4.62937700e-02]
[ -9.99947274e-02 3.68325001e-03 2.40961290e-02 9.19482173e-02
-5.70265133e-02 1.16080226e-01 2.41981337e-01 1.98014977e-02
-2.75635777e-01 -9.43192869e-02]
[ -2.22035398e-01 -3.53050294e-02 -9.41378777e-02 -3.45364931e-01
1.84986801e-01 1.19424390e-01 1.09093686e-01 1.03231960e-01
-2.07552151e-01 3.18331885e-02]
[ 1.00689424e-02 -4.09812118e-01 -1.27761450e-01 -1.61210727e-01
3.70209452e-01 2.52993246e-02 1.94470036e-01 1.52379365e-01
-1.65173383e-01 -2.22234004e-01]
[ 1.07324624e-01 -2.40932015e-01 -1.58192906e-01 -2.64910985e-02
-4.53377105e-02 -4.51233907e-02 1.09358099e-01 -1.55106235e-01
1.12482780e-01 -1.63132260e-01]
[ -1.14800841e-01 3.98351949e-02 2.65556708e-01 -1.16011645e-03
1.51963127e-01 7.83751522e-02 5.93339032e-02 -2.96922538e-01
-1.08622235e-01 -5.54347743e-02]
[ -3.38379344e-01 2.07298512e-02 1.84295025e-02 -1.25978478e-02
1.32706628e-01 -1.79294033e-01 5.53771740e-03 2.35102041e-01
-7.38464664e-02 8.73802757e-02]
[ 1.48730542e-01 -1.96157739e-03 -2.32007997e-01 -7.33008663e-02
1.04945805e-01 -3.01076638e-01 8.09659570e-02 -1.66630419e-01
7.07060662e-03 -1.79920448e-01]
[ 2.10149784e-01 -2.13911790e-01 6.39752321e-02 -2.47765794e-02
1.05253301e-01 -3.67901881e-02 6.46177222e-02 -1.37126906e-01
1.11422554e-01 -1.79915567e-01]
[ -1.05851131e-01 -8.60892236e-02 1.21181081e-01 1.07958357e-01
3.42894963e-02 -1.14336264e-01 2.60993119e-01 -7.83888174e-02
1.81092179e-01 -4.03044741e-03]
[ -3.27862138e-02 -2.18454983e-01 1.86630894e-01 -2.92515446e-01
-1.46733827e-01 1.28679042e-01 1.13378022e-01 -1.21874846e-01
-6.26829033e-03 1.88085173e-01]]
[[ 0.62761703]
[ 1.7228466 ]
[ 0.23384311]
[ 0.88529201]
[-2.76970144]
[-0.27281533]
[-1.75204963]
[ 0.07731745]
[ 0.69601031]
[ 0.88706001]]
Progress: 43.9% ... Training loss: 0.267 ... Validation loss: 0.450[[ 1.64011102e-01 2.55336820e-01 -1.03860901e-01 1.09841465e-01
-5.11672516e-01 -7.15623560e-02 -8.31331577e-02 1.20628555e-01
-5.34681746e-02 2.01175369e-01]
[ 1.41201477e-02 1.46346749e-01 -1.91409750e-02 4.72306852e-02
7.40219893e-02 -7.20282103e-03 3.16234716e-01 4.11676021e-02
1.42756138e-01 -2.74618072e-02]
[ 2.00766315e-01 7.90340171e-01 1.33882555e-02 -4.56597073e-02
7.02523050e-01 -2.30584931e-02 -9.22815239e-01 -4.07654772e-02
5.73780101e-02 2.91204531e-01]
[ 5.71077886e-02 -3.78234009e-01 -1.92593098e-01 1.96863595e-01
-2.79980956e-02 1.25137956e-01 2.02432337e-01 6.52310755e-02
1.35867797e-01 3.01722414e-01]
[ -2.99304600e-02 6.51099695e-02 -1.51533081e-01 3.37153026e-02
-4.07488828e-02 -1.78490846e-01 8.95690993e-02 -1.18172914e-01
-2.00028092e-01 -5.37919350e-02]
[ -3.96331328e-01 -6.67651542e-01 -3.01814827e-01 1.50608853e-01
-1.39053245e-01 4.19491239e-02 3.70341209e-01 -3.96190488e-02
-3.09305201e-02 -3.21019299e-02]
[ -3.53302289e-03 -2.40190657e-01 1.01544803e-02 9.25478464e-02
-2.00892071e-02 -7.24311744e-02 1.78901066e-01 -1.91173868e-01
1.98788504e-01 3.94973847e-02]
[ 1.12483742e-01 -2.60484182e-01 3.34162469e-02 -6.89249134e-02
-9.66336093e-03 -4.96761670e-02 7.24845393e-02 1.18351279e-01
8.27108205e-02 -1.75439827e-02]
[ -1.83468786e-01 -1.86266556e-01 -3.05403414e-01 -3.06318992e-02
-1.53380506e-02 7.15379901e-02 -9.26092751e-02 -3.04625972e-02
2.59101150e-01 -1.43214818e-01]
[ 3.20838500e-02 -4.26718353e-01 7.76836433e-02 -6.87298055e-03
-1.98339780e-01 -1.10579602e-01 2.21121593e-01 -1.09427303e-01
1.10945259e-04 7.09096657e-02]
[ -8.24319116e-02 -1.08851358e-01 3.05538728e-03 -1.35256327e-01
-7.45165041e-02 1.31317831e-02 2.19518994e-01 -1.02765222e-01
-5.14122432e-03 -1.16201295e-01]
[ -1.25361345e-01 -2.21023892e-01 -7.10470438e-02 4.54756554e-03
3.52107948e-01 1.01021929e-01 1.72679730e-01 -1.65646264e-02
-1.70070091e-01 -2.13862762e-01]
[ -1.58296666e-01 2.61608523e-03 6.12844086e-02 1.99480485e-02
-1.69624156e-01 -2.19087343e-01 -1.75281500e-01 -1.97199158e-01
8.51909440e-02 1.71927399e-01]
[ -2.83346079e-01 -3.49327436e-01 9.49683209e-02 2.14836955e-01
-1.34364035e-01 -6.43392466e-02 1.03189239e-01 -2.61007935e-01
-2.73995164e-01 -8.94041052e-02]
[ 9.59803366e-02 -2.08677087e-01 -2.47055926e-02 1.10269998e-01
-5.07257998e-02 -8.66420379e-02 2.59608745e-01 2.05040855e-03
2.06365025e-02 -4.20573974e-03]
[ 4.33849966e-02 -1.03068585e-01 -2.08359653e-01 1.60105941e-01
-9.40987772e-02 7.91701086e-02 -4.10553079e-02 -1.92613339e-02
-8.09648694e-02 5.27668823e-03]
[ -1.15929139e-01 -7.81341947e-02 -1.99972807e-01 1.64363343e-01
-8.53622020e-03 1.31562389e-01 4.50192598e-03 -2.50014034e-01
7.78234674e-02 -1.88288171e-01]
[ -6.16651005e-02 -3.86632032e-02 2.78372099e-01 1.09915639e-01
9.17546021e-02 -6.43801542e-02 -1.29308575e-01 1.21312718e-01
8.25061117e-02 4.70356603e-02]
[ 6.02026167e-02 -1.84312312e-02 8.82818885e-02 8.95608121e-02
3.11000972e-02 -1.69257295e-02 2.07888277e-01 1.20133902e-01
-2.55155766e-02 -5.73199466e-02]
[ 9.35477928e-03 -1.45522163e-01 -2.92368638e-01 -5.25064604e-02
1.15188768e-01 -9.25447801e-02 1.35974585e-01 1.62806998e-01
1.07132946e-01 -3.09632361e-02]
[ 5.20010801e-02 -2.99922951e-02 -1.14646573e-01 5.12929747e-02
-1.31613531e-01 3.19239419e-01 2.65629435e-01 2.04840757e-01
-1.54617258e-01 -5.41885280e-02]
[ 4.82728842e-03 -2.75323004e-03 1.23874584e-01 1.10955917e-01
-2.07514572e-03 1.04163245e-01 -1.09014216e-01 -4.15074875e-02
2.19353332e-01 8.55381722e-02]
[ 1.12883209e-01 7.73447924e-02 -4.35632393e-02 -9.41716984e-02
-1.09562588e-01 -3.31147695e-01 1.19485240e-01 8.69853897e-03
1.46586130e-01 9.28948118e-02]
[ -1.04199810e-01 -5.09363853e-02 -1.64714664e-02 2.04080688e-02
-1.07018212e-02 -2.03915138e-01 -5.64594987e-02 -2.03499087e-02
1.60296705e-02 1.24751568e-01]
[ -1.64396890e-01 -1.32621489e-01 -2.04950873e-01 -2.68563028e-02
-2.83329681e-01 2.35123930e-03 6.47645212e-02 -2.58614237e-02
-1.43817723e-02 3.51385879e-02]
[ -3.07015722e-02 -1.29135944e-01 -7.50219224e-02 -1.26144857e-01
5.27269730e-01 2.75528789e-01 5.96157125e-01 1.13031768e-01
-1.81307783e-01 -3.79003586e-01]
[ -1.66194340e-02 -4.37510602e-01 -3.06476029e-02 -7.17986509e-02
6.55071254e-01 1.00006041e-01 5.64128994e-01 9.14423056e-02
3.09975799e-02 -3.86674975e-01]
[ 1.05395643e-02 -4.95094273e-01 -4.38607248e-02 -1.06998709e-01
6.75513905e-01 2.30466084e-02 5.33013680e-01 4.85188227e-02
-3.64327141e-01 -2.20151478e-01]
[ -1.74809792e-01 -6.37600904e-01 -1.07946378e-02 -2.06189989e-01
7.79759391e-01 -9.03638747e-02 6.60380058e-01 -8.33340821e-02
-6.98485368e-02 8.33988448e-02]
[ -3.01633250e-01 -4.58632102e-01 5.38895997e-02 -5.21648289e-02
9.22209342e-01 1.43151109e-01 4.71158479e-01 4.70760137e-02
-9.22804849e-02 -1.40442134e-01]
[ -2.12297060e-01 -3.44533057e-01 2.49595890e-01 -2.48865423e-01
6.83284586e-01 -4.29932561e-02 7.26519655e-01 1.24141925e-02
-2.62040454e-01 -3.28000299e-02]
[ -1.38179874e-01 -2.48722506e-01 -1.83779702e-01 -1.10308187e-01
5.12495541e-01 -2.27611356e-01 2.03765601e-01 1.67960225e-01
-1.59670774e-02 -1.27071244e-01]
[ 1.00460177e-01 2.41970778e-01 1.59292604e-01 -1.06953412e-01
-6.22944582e-02 5.47421251e-02 -1.41451985e-01 2.81383704e-01
6.26719445e-02 1.67220663e-01]
[ 3.57601723e-01 3.58586624e-01 -7.91275993e-02 3.20638683e-01
-9.14946776e-01 -2.89903892e-01 -5.01789547e-01 1.78036639e-01
3.94568808e-01 -1.54036605e-02]
[ 4.68710176e-02 1.26035324e-01 2.53289503e-01 2.47165194e-01
-5.56873034e-02 -1.96177407e-01 -1.75406664e-01 -1.33137267e-01
-1.39871797e-01 -2.90574081e-01]
[ 1.62607549e-02 -8.79463845e-02 -1.22055705e-01 -6.53084035e-02
2.43320485e-01 4.28258086e-02 7.45688834e-03 -1.85842295e-01
2.42717906e-02 1.96058031e-01]
[ -4.57907339e-03 -6.49310043e-02 -6.96154722e-02 -6.08590753e-02
-4.11020318e-03 -1.75660706e-01 9.53986778e-02 9.09382284e-03
2.91716512e-02 -5.41864963e-03]
[ 2.98779148e-02 8.69051610e-02 2.44022199e-01 7.44197294e-02
-2.33076228e-01 -1.36582369e-01 9.56890669e-02 3.93814828e-02
-1.85652357e-01 1.06421497e-01]
[ 7.33562694e-02 4.61981501e-02 1.07440337e-01 7.23021704e-03
-2.42128766e-01 6.77125485e-02 4.81726080e-02 -2.71118196e-01
-1.76540895e-02 -8.80546226e-02]
[ -6.07794756e-03 1.15401683e-01 8.59791691e-02 -2.59460867e-02
-7.02645121e-02 1.78241135e-01 7.63196425e-02 1.18500492e-01
-1.80534769e-02 1.76314954e-01]
[ 2.27338743e-01 9.47268905e-02 3.06542352e-02 8.72927635e-02
-3.04910766e-04 -2.62503535e-02 -1.97144183e-01 1.48867925e-01
-4.92063227e-02 -1.33641793e-02]
[ 4.76788589e-02 2.56500315e-02 1.87232877e-02 4.73524515e-02
-4.42362045e-01 -1.25040981e-01 -2.29113439e-01 4.14115943e-02
1.23082201e-01 1.97605300e-01]
[ 6.15093107e-02 5.17831796e-01 1.29039799e-01 4.40765521e-01
-1.24000009e+00 -3.06392679e-01 -5.95067123e-01 -7.05800948e-02
3.03925567e-01 3.48728077e-01]
[ 1.80174013e-01 5.01216286e-01 6.79232756e-02 4.33236875e-01
-1.00925936e+00 -8.41028326e-02 -4.39357064e-01 1.51418768e-01
2.15612940e-01 4.82470336e-01]
[ 2.52518818e-01 3.24910249e-01 2.47051682e-01 1.51496400e-01
-4.84818350e-01 7.96928068e-02 -2.29235818e-01 1.62550116e-01
2.42881796e-01 8.18387158e-02]
[ -7.64686710e-02 2.25678511e-01 2.40150286e-01 1.27860698e-02
-4.07667147e-02 1.31706345e-01 -1.02846669e-01 -1.55788563e-02
-3.55194550e-02 4.65226563e-02]
[ -9.99476912e-02 3.79201640e-03 2.41135279e-02 9.20134584e-02
-5.72295235e-02 1.16059808e-01 2.41878128e-01 1.98067378e-02
-2.75583227e-01 -9.42573131e-02]
[ -2.21926669e-01 -3.50412902e-02 -9.40996312e-02 -3.45232746e-01
1.84576279e-01 1.19378657e-01 1.08793778e-01 1.03245022e-01
-2.07436733e-01 3.19815190e-02]
[ 9.93310999e-03 -4.09917110e-01 -1.27812576e-01 -1.61410584e-01
3.70746761e-01 2.53604356e-02 1.94671056e-01 1.52362567e-01
-1.65323711e-01 -2.22396992e-01]
[ 1.07268804e-01 -2.40642682e-01 -1.58212774e-01 -2.65659086e-02
-4.54745857e-02 -4.50977087e-02 1.09059199e-01 -1.55112649e-01
1.12403427e-01 -1.63152998e-01]
[ -1.14968187e-01 3.95192949e-02 2.65528419e-01 -1.19769668e-03
1.52143204e-01 7.84401651e-02 5.93862562e-02 -2.96940049e-01
-1.08766314e-01 -5.56064326e-02]
[ -3.38586377e-01 2.00523776e-02 1.83668890e-02 -1.27882155e-02
1.33334930e-01 -1.79221693e-01 6.24454014e-03 2.35082294e-01
-7.40486544e-02 8.70980922e-02]
[ 1.49076825e-01 -1.46521393e-03 -2.31880689e-01 -7.27727957e-02
1.03304128e-01 -3.01219918e-01 8.03878548e-02 -1.66581278e-01
7.48130545e-03 -1.79405697e-01]
[ 2.10265683e-01 -2.13743968e-01 6.40358861e-02 -2.45322457e-02
1.04319643e-01 -3.68684204e-02 6.42244565e-02 -1.37110021e-01
1.11576764e-01 -1.79748101e-01]
[ -1.06097203e-01 -8.64682282e-02 1.21083191e-01 1.07547405e-01
3.52996920e-02 -1.14226897e-01 2.61400652e-01 -7.84255151e-02
1.80714565e-01 -4.40308959e-03]
[ -3.12243332e-02 -2.14395929e-01 1.87232832e-01 -2.90262604e-01
-1.54536216e-01 1.27967048e-01 1.09247992e-01 -1.21668854e-01
-4.47584148e-03 1.90218247e-01]]
[[ 0.63278978]
[ 1.72628773]
[ 0.23842059]
[ 0.88823367]
[-2.76194083]
[-0.26724392]
[-1.74734999]
[ 0.08245655]
[ 0.7008601 ]
[ 0.89242041]]
Progress: 44.0% ... Training loss: 0.267 ... Validation loss: 0.447[[ 1.62835624e-01 2.52767082e-01 -1.04242623e-01 1.08206883e-01
-5.05965972e-01 -7.09783796e-02 -7.98727462e-02 1.20473947e-01
-5.48917930e-02 1.99353876e-01]
[ 1.33806622e-02 1.44234120e-01 -1.94193752e-02 4.62011073e-02
7.69731020e-02 -6.86745199e-03 3.18254597e-01 4.10626647e-02
1.42054680e-01 -2.84844545e-02]
[ 2.04372912e-01 7.94043367e-01 1.46929176e-02 -4.08351318e-02
6.93855397e-01 -2.44924199e-02 -9.28265613e-01 -4.02844550e-02
6.12901693e-02 2.96325697e-01]
[ 5.41006040e-02 -3.79957106e-01 -1.93516763e-01 1.93460823e-01
-2.00321184e-02 1.26439358e-01 2.06730408e-01 6.48538437e-02
1.32805136e-01 2.97710116e-01]
[ -2.91613185e-02 6.45504066e-02 -1.51147698e-01 3.49701142e-02
-4.43263694e-02 -1.79034129e-01 8.91023610e-02 -1.18044582e-01
-1.99087500e-01 -5.24988689e-02]
[ -3.98400799e-01 -6.69996761e-01 -3.02573443e-01 1.47774268e-01
-1.33794735e-01 4.28656203e-02 3.73951935e-01 -3.99127397e-02
-3.32793269e-02 -3.52872653e-02]
[ -5.71200762e-03 -2.45074416e-01 9.34624184e-03 8.95877932e-02
-1.26719951e-02 -7.15057153e-02 1.83954298e-01 -1.91457736e-01
1.96517029e-01 3.65208985e-02]
[ 1.12915305e-01 -2.60245286e-01 3.35721105e-02 -6.83677058e-02
-1.16601734e-02 -4.97722310e-02 7.22726670e-02 1.18402463e-01
8.31818055e-02 -1.70497168e-02]
[ -1.83912949e-01 -1.87337851e-01 -3.05517734e-01 -3.11903266e-02
-1.39185627e-02 7.17129996e-02 -9.08444260e-02 -3.05110348e-02
2.58587563e-01 -1.43857672e-01]
[ 3.01956773e-02 -4.30260180e-01 7.69370633e-02 -9.63305475e-03
-1.93121125e-01 -1.09671199e-01 2.25804732e-01 -1.09699377e-01
-2.01132398e-03 6.79617538e-02]
[ -8.36509156e-02 -1.11698419e-01 2.65521553e-03 -1.36875408e-01
-7.08825579e-02 1.36415628e-02 2.22744744e-01 -1.02916214e-01
-6.38792466e-03 -1.17891237e-01]
[ -1.26515223e-01 -2.22696380e-01 -7.14256031e-02 3.13086213e-03
3.55353745e-01 1.01524647e-01 1.74987776e-01 -1.67163735e-02
-1.71364006e-01 -2.15535318e-01]
[ -1.58296666e-01 2.61608523e-03 6.12844086e-02 1.99480485e-02
-1.69624156e-01 -2.19087343e-01 -1.75281500e-01 -1.97199158e-01
8.51909440e-02 1.71927399e-01]
[ -2.83589536e-01 -3.49264336e-01 9.48490228e-02 2.14385445e-01
-1.33902643e-01 -6.41889720e-02 1.03491655e-01 -2.61058354e-01
-2.74352343e-01 -8.99171153e-02]
[ 9.48886894e-02 -2.09838896e-01 -2.51181098e-02 1.08767546e-01
-4.79315958e-02 -8.61657830e-02 2.61160795e-01 1.90219140e-03
1.94646122e-02 -5.80580208e-03]
[ 4.20685841e-02 -1.05662140e-01 -2.08800239e-01 1.58421805e-01
-8.99112828e-02 7.96934123e-02 -3.80014955e-02 -1.94287634e-02
-8.24106183e-02 3.46467429e-03]
[ -1.17050490e-01 -8.07214199e-02 -2.00380550e-01 1.62885470e-01
-5.51728447e-03 1.32034209e-01 7.39085979e-03 -2.50157507e-01
7.66434109e-02 -1.89919925e-01]
[ -6.23978653e-02 -4.04199450e-02 2.78118589e-01 1.08935021e-01
9.50639283e-02 -6.40657246e-02 -1.27658965e-01 1.21215569e-01
8.17731553e-02 4.60953112e-02]
[ 6.02591217e-02 -1.82995121e-02 8.82663201e-02 8.95551998e-02
3.07940882e-02 -1.69344350e-02 2.07735719e-01 1.20135396e-01
-2.54859797e-02 -5.72894645e-02]
[ 1.02974677e-02 -1.43754046e-01 -2.91993298e-01 -5.11422955e-02
1.10871670e-01 -9.28750640e-02 1.34375163e-01 1.62934124e-01
1.08253971e-01 -2.97109900e-02]
[ 5.17135976e-02 -3.06730551e-02 -1.14768406e-01 5.08419095e-02
-1.30011406e-01 3.19367528e-01 2.66222952e-01 2.04797316e-01
-1.54946934e-01 -5.45591533e-02]
[ 4.80328140e-03 -3.17663788e-03 1.23858588e-01 1.10902913e-01
-1.96257383e-03 1.04171190e-01 -1.08732766e-01 -4.15107288e-02
2.19253944e-01 8.54613879e-02]
[ 1.13162867e-01 7.81118106e-02 -4.34364609e-02 -9.37180780e-02
-1.10425641e-01 -3.31254264e-01 1.19255956e-01 8.74383662e-03
1.46833524e-01 9.32453561e-02]
[ -1.04684629e-01 -5.22510281e-02 -1.66223759e-02 1.97560431e-02
-9.50266793e-03 -2.03729607e-01 -5.50386845e-02 -2.04114140e-02
1.55600976e-02 1.24105829e-01]
[ -1.64634856e-01 -1.32894677e-01 -2.05040340e-01 -2.72116494e-02
-2.82430326e-01 2.46003131e-03 6.52201170e-02 -2.58952795e-02
-1.46562046e-02 3.47852443e-02]
[ -3.05250547e-02 -1.28993395e-01 -7.49644265e-02 -1.25889008e-01
5.26505819e-01 2.75456215e-01 5.95942887e-01 1.13052929e-01
-1.81123844e-01 -3.78746381e-01]
[ -1.69566563e-02 -4.38525485e-01 -3.07797559e-02 -7.22985664e-02
6.56399355e-01 1.00149413e-01 5.65172000e-01 9.13961158e-02
3.06021625e-02 -3.87183201e-01]
[ 1.03076721e-02 -4.95641398e-01 -4.39444199e-02 -1.07327141e-01
6.76513093e-01 2.31443776e-02 5.33578227e-01 4.84892932e-02
-3.64583786e-01 -2.20477185e-01]
[ -1.74985485e-01 -6.37961532e-01 -1.08606565e-02 -2.06438114e-01
7.80599224e-01 -9.02891357e-02 6.60746959e-01 -8.33565520e-02
-7.00522867e-02 8.31566009e-02]
[ -3.01813280e-01 -4.58903008e-01 5.38190947e-02 -5.24252035e-02
9.22963923e-01 1.43226944e-01 4.71407318e-01 4.70519306e-02
-9.24872224e-02 -1.40698388e-01]
[ -2.12229062e-01 -3.44357263e-01 2.49627688e-01 -2.48747311e-01
6.82884797e-01 -4.30315807e-02 7.26344461e-01 1.24244444e-02
-2.61951791e-01 -3.26647499e-02]
[ -1.38858960e-01 -2.50411279e-01 -1.84032124e-01 -1.11280514e-01
5.15135639e-01 -2.27317125e-01 2.05592478e-01 1.67870970e-01
-1.66816408e-02 -1.28045055e-01]
[ 1.00595492e-01 2.42619872e-01 1.59348254e-01 -1.06725057e-01
-6.31654699e-02 5.46983372e-02 -1.41933241e-01 2.81406278e-01
6.29261440e-02 1.67446291e-01]
[ 3.55704559e-01 3.56052848e-01 -7.97395446e-02 3.18238000e-01
-9.10597957e-01 -2.89119694e-01 -4.97992673e-01 1.77796492e-01
3.92761250e-01 -1.80592111e-02]
[ 4.69442388e-02 1.26600748e-01 2.53321768e-01 2.47291392e-01
-5.60973594e-02 -1.96201795e-01 -1.75690919e-01 -1.33126627e-01
-1.39794289e-01 -2.90486168e-01]
[ 1.60044881e-02 -8.84590515e-02 -1.22158846e-01 -6.56927555e-02
2.44208383e-01 4.29423626e-02 7.90073255e-03 -1.85878853e-01
2.39811225e-02 1.95699490e-01]
[ -4.66320484e-03 -6.51051419e-02 -6.96623550e-02 -6.10191343e-02
-3.75465677e-03 -1.75624193e-01 9.55399347e-02 9.08138891e-03
2.90746063e-02 -5.52691702e-03]
[ 2.95926311e-02 8.63398580e-02 2.43892245e-01 7.39982238e-02
-2.32014180e-01 -1.36463253e-01 9.62561229e-02 3.93414403e-02
-1.85982979e-01 1.06007646e-01]
[ 7.37424578e-02 4.68723495e-02 1.07583491e-01 7.76043955e-03
-2.42933808e-01 6.75665282e-02 4.73873480e-02 -2.71077868e-01
-1.72840342e-02 -8.75740939e-02]
[ -6.10597749e-03 1.15217095e-01 8.59720697e-02 -2.59944041e-02
-7.02289089e-02 1.78254833e-01 7.64503746e-02 1.18496469e-01
-1.80784232e-02 1.76272969e-01]
[ 2.27308158e-01 9.46587361e-02 3.06417038e-02 8.72312142e-02
-1.15572825e-04 -2.62311725e-02 -1.97015161e-01 1.48862115e-01
-4.92497093e-02 -1.34230179e-02]
[ 4.75458709e-02 2.54509697e-02 1.86859621e-02 4.71895391e-02
-4.42096795e-01 -1.24984360e-01 -2.28777427e-01 4.13975022e-02
1.22962996e-01 1.97410098e-01]
[ 6.19551256e-02 5.18612375e-01 1.29234057e-01 4.41479797e-01
-1.24197525e+00 -3.06495595e-01 -5.95210264e-01 -7.05271556e-02
3.04262078e-01 3.49114456e-01]
[ 1.79623535e-01 4.99644472e-01 6.77122607e-02 4.32449457e-01
-1.00785878e+00 -8.38945181e-02 -4.37836231e-01 1.51346668e-01
2.14990979e-01 4.81719708e-01]
[ 2.52289679e-01 3.24352370e-01 2.46960088e-01 1.51142557e-01
-4.83995617e-01 7.97943880e-02 -2.28720798e-01 1.62516596e-01
2.42588161e-01 8.15042578e-02]
[ -7.62936959e-02 2.26246177e-01 2.40217033e-01 1.30397373e-02
-4.16993337e-02 1.31627947e-01 -1.03416529e-01 -1.55540384e-02
-3.53209552e-02 4.67690142e-02]
[ -1.00135968e-01 3.50870962e-03 2.40428254e-02 9.17512283e-02
-5.66754490e-02 1.16141685e-01 2.42184674e-01 1.97825515e-02
-2.75797953e-01 -9.45229115e-02]
[ -2.22161352e-01 -3.56681234e-02 -9.41925995e-02 -3.45577043e-01
1.85581495e-01 1.19485106e-01 1.09311670e-01 1.03213294e-01
-2.07726118e-01 3.16783744e-02]
[ 9.73297463e-03 -4.10373957e-01 -1.27899302e-01 -1.61736780e-01
3.71513850e-01 2.54576956e-02 1.95085934e-01 1.52331208e-01
-1.65585721e-01 -2.22734388e-01]
[ 1.05710597e-01 -2.42997416e-01 -1.58723229e-01 -2.85009361e-02
-4.14421075e-02 -4.44394160e-02 1.12610804e-01 -1.55320837e-01
1.10870965e-01 -1.65311152e-01]
[ -1.15575945e-01 3.77161458e-02 2.65297495e-01 -2.02752606e-03
1.54343276e-01 7.87196329e-02 6.11255105e-02 -2.97026080e-01
-1.09342168e-01 -5.64707292e-02]
[ -3.39197720e-01 1.80894569e-02 1.81257984e-02 -1.37182583e-02
1.35115590e-01 -1.78924731e-01 8.66214167e-03 2.34994653e-01
-7.48413691e-02 8.60613627e-02]
[ 1.49114350e-01 -8.20511025e-04 -2.31804105e-01 -7.26015937e-02
1.02694738e-01 -3.01266696e-01 7.99648698e-02 -1.66555766e-01
7.41891331e-03 -1.79336303e-01]
[ 2.10181911e-01 -2.14438008e-01 6.39777227e-02 -2.48115347e-02
1.06077572e-01 -3.67819337e-02 6.43619088e-02 -1.37134980e-01
1.11431328e-01 -1.79977476e-01]
[ -1.06169318e-01 -8.66965630e-02 1.21070312e-01 1.07461227e-01
3.58689631e-02 -1.14199910e-01 2.61715403e-01 -7.84341096e-02
1.80645110e-01 -4.49832942e-03]
[ -3.25897181e-02 -2.16058830e-01 1.86684449e-01 -2.92169297e-01
-1.52168839e-01 1.28586532e-01 1.11727249e-01 -1.21853766e-01
-5.96041183e-03 1.88222237e-01]]
[[ 0.62088948]
[ 1.72203956]
[ 0.22665295]
[ 0.87112045]
[-2.76988001]
[-0.28147758]
[-1.76970489]
[ 0.06918251]
[ 0.68520296]
[ 0.87895539]]
Progress: 44.0% ... Training loss: 0.272 ... Validation loss: 0.458[[ 1.63436690e-01 2.52821903e-01 -1.04069147e-01 1.09035391e-01
-5.05132704e-01 -7.11418709e-02 -7.98208157e-02 1.20539427e-01
-5.42257770e-02 2.00359658e-01]
[ 1.33806622e-02 1.44234120e-01 -1.94193752e-02 4.62011073e-02
7.69731020e-02 -6.86745199e-03 3.18254597e-01 4.10626647e-02
1.42054680e-01 -2.84844545e-02]
[ 1.99858092e-01 7.85603500e-01 1.28810343e-02 -4.77711783e-02
7.09646398e-01 -2.23723747e-02 -9.20536148e-01 -4.08379527e-02
5.58641217e-02 2.89767824e-01]
[ 5.10496328e-02 -3.88698523e-01 -1.94519106e-01 1.89515928e-01
-1.09276754e-02 1.27677675e-01 2.15670080e-01 6.45179214e-02
1.29644864e-01 2.93813811e-01]
[ -3.07738712e-02 6.05822797e-02 -1.51667324e-01 3.24785664e-02
-3.43125288e-02 -1.78319449e-01 9.34975738e-02 -1.18237587e-01
-2.00975076e-01 -5.49865211e-02]
[ -3.97242478e-01 -6.68725594e-01 -3.02124529e-01 1.49556987e-01
-1.37443392e-01 4.23750979e-02 3.72827973e-01 -3.97726980e-02
-3.19206700e-02 -3.36190959e-02]
[ -4.32510765e-03 -2.41668730e-01 9.82939648e-03 9.16201314e-02
-1.82950670e-02 -7.21171142e-02 1.80384872e-01 -1.91304337e-01
1.98060220e-01 3.85153093e-02]
[ 1.11205476e-01 -2.65220123e-01 3.28920512e-02 -7.09786303e-02
-4.56179274e-03 -4.89669998e-02 7.66578176e-02 1.18199492e-01
8.11334233e-02 -1.94639672e-02]
[ -1.83628568e-01 -1.87614568e-01 -3.05345081e-01 -3.06949710e-02
-1.45861423e-02 7.15590407e-02 -9.09407289e-02 -3.04747757e-02
2.58893388e-01 -1.43487228e-01]
[ 3.19191227e-02 -4.27912037e-01 7.74803141e-02 -7.46619587e-03
-1.97074027e-01 -1.10295129e-01 2.22655595e-01 -1.09520830e-01
-3.22645089e-04 7.02413629e-02]
[ -8.34948244e-02 -1.11983236e-01 2.73636998e-03 -1.36552087e-01
-7.20802862e-02 1.35167324e-02 2.22913250e-01 -1.02888468e-01
-6.18565699e-03 -1.17616377e-01]
[ -1.27274987e-01 -2.25334407e-01 -7.16253452e-02 2.34017104e-03
3.57663448e-01 1.01822759e-01 1.77563866e-01 -1.67959377e-02
-1.72095662e-01 -2.16471013e-01]
[ -1.58296666e-01 2.61608523e-03 6.12844086e-02 1.99480485e-02
-1.69624156e-01 -2.19087343e-01 -1.75281500e-01 -1.97199158e-01
8.51909440e-02 1.71927399e-01]
[ -2.83016477e-01 -3.48277529e-01 9.50701024e-02 2.15265466e-01
-1.35371926e-01 -6.44246246e-02 1.02556514e-01 -2.60987330e-01
-2.73679996e-01 -8.91209377e-02]
[ 9.58966387e-02 -2.08516265e-01 -2.47253445e-02 1.10236014e-01
-5.10578654e-02 -8.66231734e-02 2.59743505e-01 2.02089511e-03
2.06541372e-02 -4.30229450e-03]
[ 4.20251621e-02 -1.05904851e-01 -2.08831443e-01 1.58412000e-01
-9.00630914e-02 7.97243047e-02 -3.76675062e-02 -1.94340965e-02
-8.24726764e-02 3.38662447e-03]
[ -1.16855339e-01 -8.04462153e-02 -2.00308284e-01 1.63167628e-01
-6.37702047e-03 1.31949004e-01 7.00903231e-03 -2.50135828e-01
7.68543861e-02 -1.89643192e-01]
[ -6.23543238e-02 -4.03930749e-02 2.78137605e-01 1.09082758e-01
9.46923870e-02 -6.40912054e-02 -1.27718884e-01 1.21219952e-01
8.18275314e-02 4.62276583e-02]
[ 6.11801248e-02 -1.57818613e-02 8.85952049e-02 9.08647238e-02
2.68150815e-02 -1.73469088e-02 2.05269561e-01 1.20239405e-01
-2.44412993e-02 -5.60086085e-02]
[ 9.35456729e-03 -1.46266015e-01 -2.92386782e-01 -5.26316739e-02
1.14328976e-01 -9.24192492e-02 1.36324695e-01 1.62818113e-01
1.07068399e-01 -3.12162107e-02]
[ 5.12197556e-02 -3.22896140e-02 -1.14969020e-01 5.00752810e-02
-1.27476237e-01 3.19618735e-01 2.67812491e-01 2.04739174e-01
-1.55558443e-01 -5.51889894e-02]
[ 4.43514572e-03 -4.23601310e-03 1.23736533e-01 1.10386214e-01
-3.36573324e-04 1.04325874e-01 -1.07729910e-01 -4.15518194e-02
2.18868739e-01 8.50105201e-02]
[ 1.12875793e-01 7.70654406e-02 -4.35094750e-02 -9.41111097e-02
-1.09258473e-01 -3.31151944e-01 1.20358024e-01 8.71310611e-03
1.46500639e-01 9.28608655e-02]
[ -1.04458418e-01 -5.17873278e-02 -1.65432095e-02 2.00774740e-02
-1.05342436e-02 -2.03834206e-01 -5.56535475e-02 -2.03865379e-02
1.57935687e-02 1.24434673e-01]
[ -1.64346625e-01 -1.32585257e-01 -2.04908484e-01 -2.67459576e-02
-2.83067677e-01 2.33526753e-03 6.47127905e-02 -2.58619171e-02
-1.43250593e-02 3.51340187e-02]
[ -3.04970346e-02 -1.29322044e-01 -7.49439974e-02 -1.25815022e-01
5.26345356e-01 2.75431781e-01 5.96296694e-01 1.13058985e-01
-1.81069158e-01 -3.78732101e-01]
[ -1.67729425e-02 -4.38275499e-01 -3.07150531e-02 -7.20368059e-02
6.55591337e-01 1.00065929e-01 5.64813346e-01 9.14168046e-02
3.07960556e-02 -3.86921331e-01]
[ 1.06235076e-02 -4.95221412e-01 -4.38210045e-02 -1.06865252e-01
6.75126541e-01 2.29921690e-02 5.33076042e-01 4.85275551e-02
-3.64208203e-01 -2.20024072e-01]
[ -1.74656988e-01 -6.37450294e-01 -1.07394700e-02 -2.05966921e-01
7.79227335e-01 -9.04409311e-02 6.60100357e-01 -8.33200516e-02
-6.96959789e-02 8.36219446e-02]
[ -3.01910433e-01 -4.59165917e-01 5.37869157e-02 -5.25606051e-02
9.23409610e-01 1.43271113e-01 4.71670810e-01 4.70412347e-02
-9.25962179e-02 -1.40837055e-01]
[ -2.12200534e-01 -3.44589774e-01 2.49685277e-01 -2.48542072e-01
6.82306918e-01 -4.30972920e-02 7.26652425e-01 1.24399344e-02
-2.61801875e-01 -3.24374010e-02]
[ -1.39191382e-01 -2.51339351e-01 -1.84157027e-01 -1.11752793e-01
5.16486869e-01 -2.27161209e-01 2.06638791e-01 1.67833810e-01
-1.70503791e-02 -1.28517393e-01]
[ 1.00853654e-01 2.43323090e-01 1.59427930e-01 -1.06388418e-01
-6.43282156e-02 5.45870395e-02 -1.42574677e-01 2.81435688e-01
6.31892389e-02 1.67873478e-01]
[ 3.56177756e-01 3.56426290e-01 -7.95773834e-02 3.18872253e-01
-9.09997750e-01 -2.89286136e-01 -4.98650687e-01 1.77846061e-01
3.93244414e-01 -1.75138711e-02]
[ 4.71747991e-02 1.26835872e-01 2.53406486e-01 2.47576144e-01
-5.65619658e-02 -1.96303185e-01 -1.75924584e-01 -1.33101355e-01
-1.39528412e-01 -2.90161083e-01]
[ 1.62246038e-02 -8.84603282e-02 -1.22089346e-01 -6.53850371e-02
2.43440719e-01 4.28476174e-02 7.63325304e-03 -1.85853307e-01
2.42252276e-02 1.96057666e-01]
[ -4.96169958e-03 -6.58345135e-02 -6.97554621e-02 -6.14216340e-02
-2.61245019e-03 -1.75510047e-01 9.64045411e-02 9.04942794e-03
2.87728618e-02 -5.89525725e-03]
[ 2.94895650e-02 8.58649731e-02 2.43853492e-01 7.38419752e-02
-2.31154381e-01 -1.36417286e-01 9.66836808e-02 3.93302088e-02
-1.86117722e-01 1.05864032e-01]
[ 7.34550461e-02 4.61977307e-02 1.07448466e-01 7.25369580e-03
-2.42070745e-01 6.77236850e-02 4.78072238e-02 -2.71120243e-01
-1.76988664e-02 -8.80989607e-02]
[ -6.52610145e-03 1.14136850e-01 8.58278404e-02 -2.65969611e-02
-6.84753468e-02 1.78448091e-01 7.75929384e-02 1.18450262e-01
-1.85292657e-02 1.75682809e-01]
[ 2.27111659e-01 9.41760827e-02 3.05550884e-02 8.69060479e-02
5.10641364e-04 -2.61380672e-02 -1.96669319e-01 1.48836716e-01
-4.95149693e-02 -1.37599359e-02]
[ 4.78608169e-02 2.63160043e-02 1.87961356e-02 4.76349235e-02
-4.43233123e-01 -1.25116174e-01 -2.29737463e-01 4.14315757e-02
1.23323400e-01 1.97839171e-01]
[ 6.19196877e-02 5.18567878e-01 1.29227418e-01 4.41511659e-01
-1.24190584e+00 -3.06467819e-01 -5.95006351e-01 -7.05308776e-02
3.04192165e-01 3.49090788e-01]
[ 1.79160071e-01 4.98673361e-01 6.75650623e-02 4.31829891e-01
-1.00626205e+00 -8.36655647e-02 -4.36704977e-01 1.51290037e-01
2.14450821e-01 4.81040255e-01]
[ 2.52531023e-01 3.24988911e-01 2.47043842e-01 1.51505146e-01
-4.85081617e-01 7.96812047e-02 -2.29342537e-01 1.62545419e-01
2.42867900e-01 8.18745607e-02]
[ -7.62228518e-02 2.26552098e-01 2.40235320e-01 1.31189340e-02
-4.21676192e-02 1.31608738e-01 -1.03674177e-01 -1.55478783e-02
-3.52652417e-02 4.68387397e-02]
[ -1.00166090e-01 3.42289254e-03 2.40344463e-02 9.17158169e-02
-5.65458850e-02 1.16154790e-01 2.42261215e-01 1.97793634e-02
-2.75828608e-01 -9.45573335e-02]
[ -2.22048874e-01 -3.53839182e-02 -9.41503969e-02 -3.45424845e-01
1.85098495e-01 1.19440803e-01 1.08991289e-01 1.03226173e-01
-2.07616002e-01 3.18244983e-02]
[ 1.03106995e-02 -4.09236735e-01 -1.27695406e-01 -1.60890080e-01
3.69108683e-01 2.51935132e-02 1.93565503e-01 1.52397779e-01
-1.64933146e-01 -2.21896133e-01]
[ 1.06345177e-01 -2.41603560e-01 -1.58487125e-01 -2.76048818e-02
-4.42109463e-02 -4.47285400e-02 1.11340624e-01 -1.55252058e-01
1.11555481e-01 -1.64413553e-01]
[ -1.15360284e-01 3.82651696e-02 2.65382191e-01 -1.67597339e-03
1.53623770e-01 7.86313029e-02 6.05065064e-02 -2.97000887e-01
-1.09096580e-01 -5.61822644e-02]
[ -3.39241607e-01 1.74113913e-02 1.81397942e-02 -1.35957716e-02
1.34602213e-01 -1.78967392e-01 9.07443597e-03 2.35000424e-01
-7.47921644e-02 8.61949345e-02]
[ 1.48253973e-01 -3.39716201e-03 -2.32090069e-01 -7.38937984e-02
1.07433344e-01 -3.00829790e-01 8.24948191e-02 -1.66660211e-01
6.39871354e-03 -1.80680720e-01]
[ 2.09903401e-01 -2.15744914e-01 6.38255587e-02 -2.53349031e-02
1.08232092e-01 -3.66181795e-02 6.52152991e-02 -1.37173869e-01
1.10986150e-01 -1.80582510e-01]
[ -1.05696328e-01 -8.63795417e-02 1.21259993e-01 1.08258458e-01
3.39964724e-02 -1.14419422e-01 2.61392747e-01 -7.83760734e-02
1.81235283e-01 -3.70173748e-03]
[ -3.16104029e-02 -2.14331807e-01 1.87022763e-01 -2.90821561e-01
-1.56028678e-01 1.28174850e-01 1.09738914e-01 -1.21741482e-01
-4.90522669e-03 1.89674234e-01]]
[[ 0.6213824 ]
[ 1.71923845]
[ 0.23205809]
[ 0.87484602]
[-2.77131156]
[-0.27782209]
[-1.75918061]
[ 0.07160649]
[ 0.68822411]
[ 0.87934228]]
Progress: 44.0% ... Training loss: 0.269 ... Validation loss: 0.454[[ 1.64525502e-01 2.56038729e-01 -1.03597026e-01 1.10576716e-01
-5.09896281e-01 -7.15344867e-02 -8.27158855e-02 1.20666889e-01
-5.30401643e-02 2.01652508e-01]
[ 1.35713402e-02 1.44758564e-01 -1.93477836e-02 4.64685864e-02
7.62858957e-02 -6.95034746e-03 3.17818119e-01 4.10841657e-02
1.42263291e-01 -2.82267634e-02]
[ 2.02022048e-01 7.91990946e-01 1.36643480e-02 -4.49309330e-02
7.03638767e-01 -2.32078199e-02 -9.28376838e-01 -4.05947899e-02
5.80286266e-02 2.92557025e-01]
[ 5.18039345e-02 -3.87921532e-01 -1.94172582e-01 1.91059381e-01
-1.57456145e-02 1.27278461e-01 2.16326675e-01 6.46189681e-02
1.30826220e-01 2.94908541e-01]
[ -3.00749645e-02 6.11337205e-02 -1.51354086e-01 3.36017937e-02
-3.85697670e-02 -1.78645796e-01 9.33704962e-02 -1.18144499e-01
-2.00107943e-01 -5.42447394e-02]
[ -3.97503332e-01 -6.68542054e-01 -3.02162151e-01 1.49261651e-01
-1.37175986e-01 4.24794397e-02 3.72830228e-01 -3.98030962e-02
-3.21852223e-02 -3.39674612e-02]
[ -5.26981892e-03 -2.44212525e-01 9.48723242e-03 9.03471865e-02
-1.55072012e-02 -7.16998113e-02 1.83122561e-01 -1.91410260e-01
1.97057867e-01 3.71421052e-02]
[ 1.13343212e-01 -2.59132246e-01 3.37326259e-02 -6.78439490e-02
-1.40441497e-02 -4.99054280e-02 7.04940811e-02 1.18453857e-01
8.36087344e-02 -1.65365712e-02]
[ -1.82846988e-01 -1.85807463e-01 -3.05036379e-01 -2.96790868e-02
-1.75534129e-02 7.12589749e-02 -9.24701111e-02 -3.03848140e-02
2.59697648e-01 -1.42436700e-01]
[ 3.19171080e-02 -4.26145939e-01 7.75429329e-02 -7.45615609e-03
-1.99192167e-01 -1.10201613e-01 2.21418533e-01 -1.09526715e-01
-3.45654398e-04 6.99795449e-02]
[ -8.23692231e-02 -1.09149833e-01 3.21013719e-03 -1.34862439e-01
-7.67018073e-02 1.29896844e-02 2.20040517e-01 -1.02744935e-01
-4.85478650e-03 -1.15989729e-01]
[ -1.26684823e-01 -2.24399184e-01 -7.13922406e-02 3.22276801e-03
3.55008753e-01 1.01539441e-01 1.76720487e-01 -1.67255799e-02
-1.71390857e-01 -2.15579488e-01]
[ -1.58296666e-01 2.61608523e-03 6.12844086e-02 1.99480485e-02
-1.69624156e-01 -2.19087343e-01 -1.75281500e-01 -1.97199158e-01
8.51909440e-02 1.71927399e-01]
[ -2.82511444e-01 -3.47311466e-01 9.52701392e-02 2.15977981e-01
-1.36300715e-01 -6.46598023e-02 1.01431328e-01 -2.60927169e-01
-2.73099151e-01 -8.84170714e-02]
[ 9.55819674e-02 -2.08597309e-01 -2.48300531e-02 1.09814068e-01
-5.03167449e-02 -8.64684364e-02 2.59956569e-01 1.98345439e-03
2.03182012e-02 -4.72297669e-03]
[ 4.10878305e-02 -1.07625395e-01 -2.09150059e-01 1.57179058e-01
-8.77299218e-02 8.01268721e-02 -3.57501568e-02 -1.95410470e-02
-8.35205049e-02 2.06437026e-03]
[ -1.16989044e-01 -8.12448582e-02 -2.00350993e-01 1.63070664e-01
-6.87304017e-03 1.31992634e-01 8.22434664e-03 -2.50146603e-01
7.68323581e-02 -1.89794209e-01]
[ -6.21831249e-02 -3.99087186e-02 2.78232525e-01 1.09336218e-01
9.37145541e-02 -6.41763814e-02 -1.28584650e-01 1.21243407e-01
8.19904322e-02 4.65158664e-02]
[ 6.07586782e-02 -1.68509660e-02 8.84066168e-02 9.01868999e-02
2.88813758e-02 -1.71385839e-02 2.06490336e-01 1.20183214e-01
-2.49633288e-02 -5.67207707e-02]
[ 1.03964749e-02 -1.43102655e-01 -2.91982577e-01 -5.11229239e-02
1.10041838e-01 -9.28522648e-02 1.32839098e-01 1.62936758e-01
1.08281873e-01 -2.98309203e-02]
[ 5.20404650e-02 -3.01125166e-02 -1.14646158e-01 5.12848197e-02
-1.31272270e-01 3.19236294e-01 2.65603423e-01 2.04840762e-01
-1.54595861e-01 -5.40318367e-02]
[ 4.52083267e-03 -3.91561978e-03 1.23788057e-01 1.10522685e-01
-8.14855958e-04 1.04285762e-01 -1.07685268e-01 -4.15392838e-02
2.18926311e-01 8.51357267e-02]
[ 1.13851935e-01 7.90419403e-02 -4.31443894e-02 -9.28052053e-02
-1.12278632e-01 -3.31528825e-01 1.18273465e-01 8.82312076e-03
1.47483420e-01 9.41768225e-02]
[ -1.04300167e-01 -5.14453849e-02 -1.64766197e-02 2.03059669e-02
-1.11848399e-02 -2.03909432e-01 -5.60386621e-02 -2.03666399e-02
1.59820670e-02 1.24674519e-01]
[ -1.64584649e-01 -1.32810908e-01 -2.04989595e-01 -2.70891301e-02
-2.82967766e-01 2.43718623e-03 6.53037604e-02 -2.58888497e-02
-1.45332243e-02 3.47809609e-02]
[ -3.08522773e-02 -1.30336764e-01 -7.50589865e-02 -1.26272399e-01
5.27894827e-01 2.75578827e-01 5.97276159e-01 1.13022585e-01
-1.81436632e-01 -3.79200101e-01]
[ -1.67729425e-02 -4.38275499e-01 -3.07150531e-02 -7.20368059e-02
6.55591337e-01 1.00065929e-01 5.64813346e-01 9.14168046e-02
3.07960556e-02 -3.86921331e-01]
[ 1.07163593e-02 -4.95115140e-01 -4.37869714e-02 -1.06744323e-01
6.74748837e-01 2.29463947e-02 5.32801502e-01 4.85385159e-02
-3.64098692e-01 -2.19914475e-01]
[ -1.74501847e-01 -6.37176453e-01 -1.06814676e-02 -2.05750759e-01
7.78642016e-01 -9.05097853e-02 6.59755475e-01 -8.33020719e-02
-6.95220524e-02 8.38356109e-02]
[ -3.02071548e-01 -4.59435001e-01 5.37266244e-02 -5.27842595e-02
9.24034899e-01 1.43342622e-01 4.72070844e-01 4.70223169e-02
-9.27597019e-02 -1.41058164e-01]
[ -2.11858710e-01 -3.44405195e-01 2.49814958e-01 -2.48049229e-01
6.80798669e-01 -4.32610711e-02 7.26526899e-01 1.24778059e-02
-2.61405468e-01 -3.19213184e-02]
[ -1.39252771e-01 -2.51375741e-01 -1.84180440e-01 -1.11841201e-01
5.16665310e-01 -2.27129302e-01 2.06665142e-01 1.67827083e-01
-1.71194988e-02 -1.28578405e-01]
[ 1.01469768e-01 2.44734357e-01 1.59667156e-01 -1.05512133e-01
-6.66029256e-02 5.43167694e-02 -1.44025916e-01 2.81507755e-01
6.38987481e-02 1.68747420e-01]
[ 3.55347340e-01 3.55571643e-01 -7.98039845e-02 3.17929079e-01
-9.09097522e-01 -2.88943485e-01 -4.96856732e-01 1.77759231e-01
3.92450898e-01 -1.86305333e-02]
[ 4.71794579e-02 1.26919585e-01 2.53415775e-01 2.47614855e-01
-5.65818799e-02 -1.96304729e-01 -1.75881058e-01 -1.33101208e-01
-1.39530737e-01 -2.90183466e-01]
[ 1.61017474e-02 -8.88341155e-02 -1.22121756e-01 -6.55569539e-02
2.44060640e-01 4.28987291e-02 8.06696034e-03 -1.85866418e-01
2.41123036e-02 1.95915624e-01]
[ -4.77485203e-03 -6.52714396e-02 -6.96854402e-02 -6.11668360e-02
-3.45458286e-03 -1.75595239e-01 9.58594368e-02 9.07226819e-03
2.89851431e-02 -5.63903936e-03]
[ 2.94339628e-02 8.57346404e-02 2.43823137e-01 7.37438820e-02
-2.30682267e-01 -1.36382246e-01 9.66994050e-02 3.93211873e-02
-1.86199265e-01 1.05749375e-01]
[ 7.28840159e-02 4.48610305e-02 1.07220239e-01 6.36451817e-03
-2.39370672e-01 6.79884360e-02 4.92250111e-02 -2.71189511e-01
-1.83931376e-02 -8.89853789e-02]
[ -5.99408822e-03 1.15454841e-01 8.60223351e-02 -2.58792736e-02
-7.06170012e-02 1.78215281e-01 7.61150980e-02 1.18510863e-01
-1.79384282e-02 1.76423375e-01]
[ 2.26667729e-01 9.33278523e-02 3.04068086e-02 8.62669769e-02
2.04895279e-03 -2.59498208e-02 -1.96007050e-01 1.48784368e-01
-5.00227251e-02 -1.43519549e-02]
[ 4.78047164e-02 2.62394200e-02 1.87736429e-02 4.75502226e-02
-4.43195229e-01 -1.25098545e-01 -2.29482210e-01 4.14289852e-02
1.23248655e-01 1.97750589e-01]
[ 6.16333900e-02 5.17938544e-01 1.29118651e-01 4.41062092e-01
-1.24050025e+00 -3.06290255e-01 -5.94736615e-01 -7.05665345e-02
3.03799028e-01 3.48709372e-01]
[ 1.80530843e-01 5.02124612e-01 6.80829136e-02 4.33783592e-01
-1.01155052e+00 -8.42337057e-02 -4.39905628e-01 1.51449940e-01
2.15995662e-01 4.82738855e-01]
[ 2.53199356e-01 3.26772888e-01 2.47312146e-01 1.52514958e-01
-4.88040150e-01 7.93702074e-02 -2.31126522e-01 1.62626517e-01
2.43648706e-01 8.28852117e-02]
[ -7.60021046e-02 2.27324698e-01 2.40305077e-01 1.33933548e-02
-4.35832294e-02 1.31526658e-01 -1.04427661e-01 -1.55285913e-02
-3.50458265e-02 4.70877396e-02]
[ -1.00019963e-01 3.86929096e-03 2.40892463e-02 9.19327518e-02
-5.71591509e-02 1.16084315e-01 2.41771705e-01 1.97976722e-02
-2.75653675e-01 -9.43371684e-02]
[ -2.22001567e-01 -3.52701220e-02 -9.41304664e-02 -3.45358812e-01
1.84871902e-01 1.19416944e-01 1.08862285e-01 1.03232357e-01
-2.07556498e-01 3.19005297e-02]
[ 1.05856927e-02 -4.08640959e-01 -1.27595479e-01 -1.60500974e-01
3.67939140e-01 2.50729850e-02 1.92890287e-01 1.52429407e-01
-1.64632159e-01 -2.21509997e-01]
[ 1.04818416e-01 -2.44594600e-01 -1.58998448e-01 -2.95166490e-02
-4.06911366e-02 -4.40528423e-02 1.15161023e-01 -1.55428096e-01
1.10000404e-01 -1.66559221e-01]
[ -1.14262045e-01 4.08522366e-02 2.65812674e-01 -9.69446447e-05
1.50263080e-01 7.81108844e-02 5.79480143e-02 -2.96864115e-01
-1.07830630e-01 -5.46585749e-02]
[ -3.38833451e-01 1.83443262e-02 1.82975333e-02 -1.30631201e-02
1.32734040e-01 -1.79116832e-01 8.09792058e-03 2.35043611e-01
-7.43653540e-02 8.64872957e-02]
[ 1.49334714e-01 -6.37113713e-04 -2.31652810e-01 -7.23592038e-02
1.03812791e-01 -3.01301461e-01 7.98431110e-02 -1.66527527e-01
7.59302455e-03 -1.79049008e-01]
[ 2.09928472e-01 -2.15596462e-01 6.38455986e-02 -2.52690864e-02
1.07931500e-01 -3.66330780e-02 6.50739086e-02 -1.37172185e-01
1.11001544e-01 -1.80509725e-01]
[ -1.05099716e-01 -8.51732931e-02 1.21488087e-01 1.09085653e-01
3.18778798e-02 -1.14641639e-01 2.60021719e-01 -7.83081080e-02
1.81775925e-01 -2.91060453e-03]
[ -3.15787089e-02 -2.13440793e-01 1.87029961e-01 -2.90866796e-01
-1.57674242e-01 1.28160947e-01 1.08664474e-01 -1.21739730e-01
-4.78059067e-03 1.89764577e-01]]
[[ 0.62765286]
[ 1.72797058]
[ 0.23819838]
[ 0.88022514]
[-2.76452059]
[-0.2724314 ]
[-1.75573997]
[ 0.07890113]
[ 0.69410525]
[ 0.88765543]]
Progress: 44.1% ... Training loss: 0.267 ... Validation loss: 0.446[[ 1.67380010e-01 2.63705977e-01 -1.02530594e-01 1.14497893e-01
-5.19445038e-01 -7.27309352e-02 -8.99751688e-02 1.21011024e-01
-4.98804487e-02 2.05817993e-01]
[ 1.33415586e-02 1.44110274e-01 -1.94349169e-02 4.61433119e-02
7.71801817e-02 -6.84867313e-03 3.18469701e-01 4.10547409e-02
1.42008116e-01 -2.85336273e-02]
[ 2.00973953e-01 7.88492842e-01 1.32035535e-02 -4.66144431e-02
7.09187402e-01 -2.26716275e-02 -9.25082004e-01 -4.07280130e-02
5.69276271e-02 2.90995519e-01]
[ 4.72027521e-02 -4.01693944e-01 -1.95910077e-01 1.84550933e-01
3.71084819e-03 1.29303490e-01 2.29458500e-01 6.40626767e-02
1.25799321e-01 2.88446264e-01]
[ -2.71281929e-02 7.03895095e-02 -1.50084506e-01 3.77149805e-02
-5.07404908e-02 -1.79719909e-01 8.35312684e-02 -1.17809990e-01
-1.96888163e-01 -5.05808289e-02]
[ -3.96587646e-01 -6.66917199e-01 -3.01849797e-01 1.50517867e-01
-1.40625466e-01 4.20783386e-02 3.71061544e-01 -3.96905465e-02
-3.12205932e-02 -3.26687023e-02]
[ -4.03445778e-03 -2.40735437e-01 9.96195893e-03 9.19878822e-02
-1.99156942e-02 -7.21724790e-02 1.79465103e-01 -1.91280812e-01
1.98429233e-01 3.87825292e-02]
[ 1.13027071e-01 -2.60344336e-01 3.36023261e-02 -6.82515918e-02
-1.36368394e-02 -4.97668535e-02 7.19155896e-02 1.18419393e-01
8.33429293e-02 -1.68544841e-02]
[ -1.82254677e-01 -1.84425584e-01 -3.04764997e-01 -2.87774267e-02
-2.04334646e-02 7.09959543e-02 -9.40548734e-02 -3.03026398e-02
2.60437733e-01 -1.41515752e-01]
[ 3.36505331e-02 -4.21692124e-01 7.81958227e-02 -4.97632571e-03
-2.08659222e-01 -1.10883707e-01 2.16969212e-01 -1.09325475e-01
1.58243480e-03 7.25117805e-02]
[ -8.23463869e-02 -1.09532225e-01 3.23892562e-03 -1.34817374e-01
-7.56006756e-02 1.29620515e-02 2.20452752e-01 -1.02741255e-01
-4.71981542e-03 -1.15951422e-01]
[ -1.26013867e-01 -2.23198874e-01 -7.11457558e-02 4.08880168e-03
3.53043962e-01 1.01250953e-01 1.75168176e-01 -1.66407918e-02
-1.70643643e-01 -2.14607813e-01]
[ -1.58296666e-01 2.61608523e-03 6.12844086e-02 1.99480485e-02
-1.69624156e-01 -2.19087343e-01 -1.75281500e-01 -1.97199158e-01
8.51909440e-02 1.71927399e-01]
[ -2.83013859e-01 -3.48063782e-01 9.50709536e-02 2.15297639e-01
-1.35209184e-01 -6.44255665e-02 1.02447573e-01 -2.60992678e-01
-2.73681621e-01 -8.91682366e-02]
[ 9.66468975e-02 -2.06683117e-01 -2.44502318e-02 1.11231379e-01
-5.38455924e-02 -8.69465241e-02 2.57629431e-01 2.11921258e-03
2.14666151e-02 -3.14513610e-03]
[ 4.11443991e-02 -1.07262187e-01 -2.09112224e-01 1.57279088e-01
-8.74536518e-02 8.01094594e-02 -3.59919253e-02 -1.95385064e-02
-8.34623182e-02 2.11420390e-03]
[ -1.15200277e-01 -7.68310409e-02 -1.99682950e-01 1.65531894e-01
-1.36473222e-02 1.31245191e-01 3.69367684e-03 -2.49942345e-01
7.87761759e-02 -1.87301979e-01]
[ -6.22806086e-02 -4.04552401e-02 2.78189329e-01 1.09159075e-01
9.40522929e-02 -6.41029026e-02 -1.28279355e-01 1.21226637e-01
8.19250267e-02 4.63097865e-02]
[ 6.02150585e-02 -1.81889188e-02 8.81869898e-02 8.93491235e-02
3.12501561e-02 -1.68941071e-02 2.07758662e-01 1.20111490e-01
-2.55951887e-02 -5.74902699e-02]
[ 1.12895932e-02 -1.41061830e-01 -2.91619023e-01 -4.98215433e-02
1.06223040e-01 -9.32292382e-02 1.30902656e-01 1.63058896e-01
1.09355547e-01 -2.85981551e-02]
[ 5.08126231e-02 -3.35544805e-02 -1.15134641e-01 4.95454771e-02
-1.26632345e-01 3.19766084e-01 2.68875093e-01 2.04680502e-01
-1.55960238e-01 -5.57110971e-02]
[ 5.03835706e-03 -2.38988484e-03 1.23983777e-01 1.11315098e-01
-3.12225299e-03 1.04045260e-01 -1.08932898e-01 -4.14688669e-02
2.19519523e-01 8.59656876e-02]
[ 1.13963156e-01 7.92703716e-02 -4.31016914e-02 -9.26306617e-02
-1.13477344e-01 -3.31561372e-01 1.18139018e-01 8.83811524e-03
1.47677010e-01 9.43541213e-02]
[ -1.04282612e-01 -5.12787849e-02 -1.64649009e-02 2.03477723e-02
-1.12713511e-02 -2.03928041e-01 -5.61346835e-02 -2.03625246e-02
1.60102471e-02 1.24715493e-01]
[ -1.64235755e-01 -1.32113229e-01 -2.04810331e-01 -2.65523080e-02
-2.84298177e-01 2.26856557e-03 6.43669460e-02 -2.58391023e-02
-1.41179136e-02 3.53282805e-02]
[ -3.10005526e-02 -1.30825351e-01 -7.51227909e-02 -1.26487380e-01
5.28367266e-01 2.75629750e-01 5.97826668e-01 1.13003290e-01
-1.81612799e-01 -3.79430207e-01]
[ -1.66481087e-02 -4.38148950e-01 -3.06610595e-02 -7.18506694e-02
6.55137946e-01 1.00007747e-01 5.64604583e-01 9.14335321e-02
3.09377019e-02 -3.86736151e-01]
[ 1.05962360e-02 -4.95592297e-01 -4.38342424e-02 -1.06933119e-01
6.75264070e-01 2.30045992e-02 5.33291325e-01 4.85221531e-02
-3.64239532e-01 -2.20105313e-01]
[ -1.74611203e-01 -6.37679244e-01 -1.07198204e-02 -2.05883176e-01
7.78905878e-01 -9.04684623e-02 6.60418173e-01 -8.33143159e-02
-6.95833433e-02 8.37738108e-02]
[ -3.01914533e-01 -4.59032739e-01 5.37776324e-02 -5.25781721e-02
9.23753704e-01 1.43285754e-01 4.71544691e-01 4.70407314e-02
-9.26115287e-02 -1.40846328e-01]
[ -2.11696146e-01 -3.44245691e-01 2.49883159e-01 -2.47793432e-01
6.80050003e-01 -4.33392406e-02 7.26394653e-01 1.24996591e-02
-2.61216547e-01 -3.16549970e-02]
[ -1.39130221e-01 -2.51226484e-01 -1.84126185e-01 -1.11644424e-01
5.16009027e-01 -2.27192985e-01 2.06439667e-01 1.67845125e-01
-1.69684857e-02 -1.28380231e-01]
[ 1.02358909e-01 2.46829361e-01 1.60012991e-01 -1.04243563e-01
-7.03082235e-02 5.39385377e-02 -1.46392909e-01 2.81620454e-01
6.48665911e-02 1.69955542e-01]
[ 3.55827857e-01 3.56549315e-01 -7.96490288e-02 3.18527969e-01
-9.09921516e-01 -2.89138516e-01 -4.98009717e-01 1.77817418e-01
3.93041629e-01 -1.79173308e-02]
[ 4.70149384e-02 1.26564542e-01 2.53349787e-01 2.47370775e-01
-5.58889917e-02 -1.96229935e-01 -1.75470216e-01 -1.33122983e-01
-1.39725788e-01 -2.90445124e-01]
[ 1.58908648e-02 -8.92631898e-02 -1.22202001e-01 -6.58413828e-02
2.44723674e-01 4.29878001e-02 8.48798403e-03 -1.85893016e-01
2.38866862e-02 1.95623744e-01]
[ -4.48495840e-03 -6.45984966e-02 -6.95782439e-02 -6.07788206e-02
-4.45079458e-03 -1.75718779e-01 9.52052144e-02 9.10634506e-03
2.92988776e-02 -5.24515974e-03]
[ 2.93750326e-02 8.55953111e-02 2.43797239e-01 7.36362807e-02
-2.30434783e-01 -1.36355894e-01 9.68855529e-02 3.93127355e-02
-1.86270389e-01 1.05652479e-01]
[ 7.35072480e-02 4.65038107e-02 1.07449225e-01 7.29678685e-03
-2.41566271e-01 6.77017369e-02 4.78158578e-02 -2.71111273e-01
-1.77335675e-02 -8.80994248e-02]
[ -5.58146510e-03 1.16795519e-01 8.61831228e-02 -2.53122978e-02
-7.18181643e-02 1.78030808e-01 7.48444272e-02 1.18557510e-01
-1.74646652e-02 1.77016842e-01]
[ 2.26940699e-01 9.39981739e-02 3.04853513e-02 8.65146414e-02
1.11788592e-03 -2.59872611e-02 -1.97035622e-01 1.48801142e-01
-4.98390436e-02 -1.41022021e-02]
[ 4.79706613e-02 2.66503379e-02 1.88326189e-02 4.77597014e-02
-4.43889880e-01 -1.25162249e-01 -2.29897932e-01 4.14476116e-02
1.23433253e-01 1.98006681e-01]
[ 6.10671893e-02 5.16621289e-01 1.28878364e-01 4.40167946e-01
-1.23870999e+00 -3.06024185e-01 -5.93303183e-01 -7.06444277e-02
3.03162638e-01 3.47886530e-01]
[ 1.80846010e-01 5.03043021e-01 6.82277247e-02 4.34321063e-01
-1.01386936e+00 -8.43638920e-02 -4.40881149e-01 1.51495234e-01
2.16415447e-01 4.83121098e-01]
[ 2.53165343e-01 3.26876387e-01 2.47357000e-01 1.52636780e-01
-4.88760875e-01 7.93400673e-02 -2.31198460e-01 1.62633480e-01
2.43717340e-01 8.29861532e-02]
[ -7.57329915e-02 2.28012279e-01 2.40419260e-01 1.38048269e-02
-4.47311379e-02 1.31403400e-01 -1.05068801e-01 -1.54907838e-02
-3.47072870e-02 4.75277611e-02]
[ -9.99635509e-02 4.05295060e-03 2.41078978e-02 9.20074433e-02
-5.74520685e-02 1.16062022e-01 2.41580784e-01 1.98054035e-02
-2.75585984e-01 -9.42531230e-02]
[ -2.22245666e-01 -3.57909841e-02 -9.42155555e-02 -3.45690674e-01
1.86068650e-01 1.19516203e-01 1.09471339e-01 1.03202725e-01
-2.07816842e-01 3.16175988e-02]
[ 1.03273331e-02 -4.09680166e-01 -1.27705618e-01 -1.60913847e-01
3.68934391e-01 2.52006729e-02 1.93807837e-01 1.52393285e-01
-1.64953383e-01 -2.21898061e-01]
[ 1.03974117e-01 -2.46504448e-01 -1.59327871e-01 -3.05229466e-02
-3.88452302e-02 -4.37185276e-02 1.17415877e-01 -1.55536897e-01
1.09226080e-01 -1.67614477e-01]
[ -1.13806275e-01 4.11225394e-02 2.66007043e-01 5.98054941e-04
1.48231670e-01 7.79060081e-02 5.75426334e-02 -2.96799131e-01
-1.07281307e-01 -5.40472925e-02]
[ -3.38794675e-01 1.87112211e-02 1.83125964e-02 -1.29910591e-02
1.32426362e-01 -1.79144916e-01 7.62051630e-03 2.35048595e-01
-7.43033764e-02 8.65561806e-02]
[ 1.49096757e-01 -1.24703154e-03 -2.31758376e-01 -7.28330099e-02
1.04889101e-01 -3.01161723e-01 8.00234723e-02 -1.66565305e-01
7.23611180e-03 -1.79499854e-01]
[ 2.09841020e-01 -2.15806370e-01 6.38102772e-02 -2.53854530e-02
1.08069232e-01 -3.65950830e-02 6.53573143e-02 -1.37179317e-01
1.10904939e-01 -1.80559388e-01]
[ -1.04158246e-01 -8.32449880e-02 1.21840364e-01 1.10286014e-01
2.88025115e-02 -1.15010873e-01 2.58087920e-01 -7.81932044e-02
1.82778247e-01 -1.58546944e-03]
[ -2.94177997e-02 -2.08004889e-01 1.87866726e-01 -2.87846818e-01
-1.65650451e-01 1.27252880e-01 1.03173041e-01 -1.21481182e-01
-2.35609545e-03 1.92857257e-01]]
[[ 0.63443015]
[ 1.7362429 ]
[ 0.24657939]
[ 0.88741895]
[-2.76167584]
[-0.26630013]
[-1.74630413]
[ 0.08501355]
[ 0.70185344]
[ 0.8945211 ]]
Progress: 44.1% ... Training loss: 0.269 ... Validation loss: 0.439[[ 1.65874443e-01 2.60165946e-01 -1.02995735e-01 1.12606304e-01
-5.12477080e-01 -7.21930075e-02 -8.62055818e-02 1.20848561e-01
-5.12981520e-02 2.04183093e-01]
[ 1.33703570e-02 1.44119313e-01 -1.94183357e-02 4.62019924e-02
7.69919394e-02 -6.86337496e-03 3.18501727e-01 4.10599867e-02
1.42049683e-01 -2.84768807e-02]
[ 2.01625534e-01 7.90808380e-01 1.34777243e-02 -4.52783770e-02
7.06848709e-01 -2.31099423e-02 -9.27370809e-01 -4.06034686e-02
5.77754767e-02 2.92159823e-01]
[ 4.66098209e-02 -4.03468412e-01 -1.96079306e-01 1.83923379e-01
4.27281695e-03 1.29623016e-01 2.31951114e-01 6.39887482e-02
1.25381758e-01 2.87954035e-01]
[ -2.68651804e-02 7.21212859e-02 -1.50001571e-01 3.79091594e-02
-5.12929240e-02 -1.79837068e-01 8.24391624e-02 -1.17782439e-01
-1.96806335e-01 -5.04045873e-02]
[ -3.95781610e-01 -6.65344725e-01 -3.01545710e-01 1.51434076e-01
-1.42110020e-01 4.17689895e-02 3.69279697e-01 -3.95814319e-02
-3.03577968e-02 -3.15753980e-02]
[ -4.96275953e-03 -2.43220464e-01 9.61247806e-03 9.07418485e-02
-1.63697078e-02 -7.18005449e-02 1.81931547e-01 -1.91389244e-01
1.97493262e-01 3.76095944e-02]
[ 1.12495104e-01 -2.61658072e-01 3.34472957e-02 -6.87355644e-02
-1.17306061e-02 -4.96207056e-02 7.30340901e-02 1.18373729e-01
8.29669663e-02 -1.71678961e-02]
[ -1.82621721e-01 -1.85538990e-01 -3.04850314e-01 -2.92291491e-02
-1.99362078e-02 7.11292343e-02 -9.26159792e-02 -3.03439159e-02
2.60062519e-01 -1.42024962e-01]
[ 3.38304131e-02 -4.21815577e-01 7.82963432e-02 -4.78245963e-03
-2.07127499e-01 -1.11020031e-01 2.16587950e-01 -1.09273575e-01
1.90402155e-03 7.29480729e-02]
[ -8.29337625e-02 -1.11172901e-01 3.04958833e-03 -1.35487054e-01
-7.39973002e-02 1.31666428e-02 2.22370180e-01 -1.02801730e-01
-5.24779968e-03 -1.16533335e-01]
[ -1.26627649e-01 -2.24774438e-01 -7.13426814e-02 3.29909642e-03
3.54373786e-01 1.01524699e-01 1.76874002e-01 -1.67184748e-02
-1.71261596e-01 -2.15364445e-01]
[ -1.58296666e-01 2.61608523e-03 6.12844086e-02 1.99480485e-02
-1.69624156e-01 -2.19087343e-01 -1.75281500e-01 -1.97199158e-01
8.51909440e-02 1.71927399e-01]
[ -2.82575010e-01 -3.47148498e-01 9.52448032e-02 2.15755456e-01
-1.35726823e-01 -6.45954939e-02 1.01395957e-01 -2.60930162e-01
-2.73204988e-01 -8.85202620e-02]
[ 9.69245207e-02 -2.06159888e-01 -2.43479989e-02 1.11619895e-01
-5.46722297e-02 -8.70534794e-02 2.57075223e-01 2.15499064e-03
2.17561606e-02 -2.80357241e-03]
[ 4.10355186e-02 -1.07720696e-01 -2.09156022e-01 1.57076880e-01
-8.68914075e-02 8.01510874e-02 -3.56289404e-02 -1.95540394e-02
-8.35734159e-02 1.95811091e-03]
[ -1.16222191e-01 -7.95096517e-02 -2.00058461e-01 1.64161501e-01
-9.83644205e-03 1.31666220e-01 6.35720948e-03 -2.50066077e-01
7.77276589e-02 -1.88625245e-01]
[ -6.25057073e-02 -4.12292794e-02 2.78102575e-01 1.08864980e-01
9.50679811e-02 -6.40090852e-02 -1.27541480e-01 1.21201206e-01
8.16863534e-02 4.60904414e-02]
[ 6.08763382e-02 -1.64044036e-02 8.84389601e-02 9.02901651e-02
2.85372282e-02 -1.71878903e-02 2.06112344e-01 1.20202817e-01
-2.48362974e-02 -5.66052004e-02]
[ 1.11363577e-02 -1.41010260e-01 -2.91677106e-01 -5.00070511e-02
1.06821665e-01 -9.31895896e-02 1.30668312e-01 1.63043895e-01
1.09182552e-01 -2.87112001e-02]
[ 5.14820902e-02 -3.21760116e-02 -1.14819292e-01 5.06672728e-02
-1.29480861e-01 3.19433440e-01 2.67324971e-01 2.04786579e-01
-1.55067206e-01 -5.46416138e-02]
[ 4.01646298e-03 -4.99975337e-03 1.23579630e-01 1.09876648e-01
1.35034253e-03 1.04471065e-01 -1.05951441e-01 -4.16015904e-02
2.18376386e-01 8.46580290e-02]
[ 1.13109974e-01 7.73580099e-02 -4.33928691e-02 -9.37734034e-02
-1.11214552e-01 -3.31200311e-01 1.20158657e-01 8.72409386e-03
1.46780545e-01 9.31639142e-02]
[ -1.04148773e-01 -5.11175845e-02 -1.64090011e-02 2.05610740e-02
-1.19901661e-02 -2.03986757e-01 -5.62630794e-02 -2.03429385e-02
1.61778420e-02 1.24898791e-01]
[ -1.64053886e-01 -1.31833803e-01 -2.04735905e-01 -2.63069052e-02
-2.84931545e-01 2.18961641e-03 6.40084540e-02 -2.58142030e-02
-1.39170748e-02 3.56082540e-02]
[ -3.09980373e-02 -1.31100521e-01 -7.51192449e-02 -1.26466865e-01
5.28400972e-01 2.75626585e-01 5.98084704e-01 1.13005574e-01
-1.81578785e-01 -3.79424860e-01]
[ -1.66150005e-02 -4.38161810e-01 -3.06556142e-02 -7.18152538e-02
6.54994197e-01 9.99982981e-02 5.64650411e-01 9.14365581e-02
3.09852560e-02 -3.86739040e-01]
[ 1.08980383e-02 -4.95439762e-01 -4.37147860e-02 -1.06479621e-01
6.74339567e-01 2.28671105e-02 5.32870572e-01 4.85698564e-02
-3.63861304e-01 -2.19629981e-01]
[ -1.74507602e-01 -6.37515887e-01 -1.06742774e-02 -2.05718149e-01
7.78406898e-01 -9.05142689e-02 6.60304996e-01 -8.32989766e-02
-6.94604282e-02 8.39327424e-02]
[ -3.01726801e-01 -4.58957010e-01 5.38651480e-02 -5.22682190e-02
9.22836291e-01 1.43211874e-01 4.71307829e-01 4.70707919e-02
-9.23805280e-02 -1.40528288e-01]
[ -2.11757921e-01 -3.44470074e-01 2.49867882e-01 -2.47838066e-01
6.80263576e-01 -4.33185872e-02 7.26707636e-01 1.24926619e-02
-2.61266313e-01 -3.16567739e-02]
[ -1.39033517e-01 -2.50967930e-01 -1.84094107e-01 -1.11524328e-01
5.15620328e-01 -2.27228047e-01 2.06102401e-01 1.67856763e-01
-1.68850161e-02 -1.28261663e-01]
[ 1.01413391e-01 2.45113092e-01 1.59632157e-01 -1.05607087e-01
-6.72371832e-02 5.43563146e-02 -1.44565691e-01 2.81491197e-01
6.38142788e-02 1.68681109e-01]
[ 3.56386380e-01 3.57607678e-01 -7.93984566e-02 3.19298106e-01
-9.11055149e-01 -2.89400607e-01 -4.99197279e-01 1.77903217e-01
3.93739086e-01 -1.70115815e-02]
[ 4.69716009e-02 1.26376774e-01 2.53334792e-01 2.47311209e-01
-5.55656849e-02 -1.96213917e-01 -1.75271377e-01 -1.33129364e-01
-1.39776152e-01 -2.90514319e-01]
[ 1.56996979e-02 -8.96720202e-02 -1.22283801e-01 -6.61205010e-02
2.45449442e-01 4.30670056e-02 8.84529967e-03 -1.85918924e-01
2.36575063e-02 1.95361848e-01]
[ -4.28485364e-03 -6.42714474e-02 -6.94938927e-02 -6.04919594e-02
-5.06173576e-03 -1.75809508e-01 9.47343048e-02 9.13510985e-03
2.95299010e-02 -4.94086993e-03]
[ 2.86626030e-02 8.38869548e-02 2.43504602e-01 7.26012084e-02
-2.27601529e-01 -1.36057571e-01 9.86878550e-02 3.92139492e-02
-1.87059095e-01 1.04632572e-01]
[ 7.33144684e-02 4.60680193e-02 1.07376442e-01 7.02444936e-03
-2.40739247e-01 6.77834939e-02 4.83027006e-02 -2.71136233e-01
-1.79244128e-02 -8.83739563e-02]
[ -5.46685718e-03 1.16767199e-01 8.62452984e-02 -2.50905918e-02
-7.20344660e-02 1.77969587e-01 7.48272056e-02 1.18578370e-01
-1.73066752e-02 1.77209797e-01]
[ 2.26513240e-01 9.32817630e-02 3.03105923e-02 8.58954693e-02
2.73728896e-03 -2.58153818e-02 -1.96412772e-01 1.48745050e-01
-5.03209041e-02 -1.46930825e-02]
[ 4.77411526e-02 2.63578305e-02 1.87423427e-02 4.74007844e-02
-4.43008374e-01 -1.25048413e-01 -2.29531201e-01 4.14132250e-02
1.23159907e-01 1.97657036e-01]
[ 6.12037971e-02 5.16974617e-01 1.28928977e-01 4.40332306e-01
-1.23896813e+00 -3.06080696e-01 -5.93667566e-01 -7.06262327e-02
3.03307111e-01 3.48064072e-01]
[ 1.81210287e-01 5.03576789e-01 6.84477216e-02 4.35040765e-01
-1.01629169e+00 -8.45647257e-02 -4.41425746e-01 1.51567399e-01
2.16939556e-01 4.83881417e-01]
[ 2.52839192e-01 3.26195928e-01 2.47229616e-01 1.52184430e-01
-4.87417260e-01 7.94599717e-02 -2.30299820e-01 1.62592937e-01
2.43341225e-01 8.25448013e-02]
[ -7.59594079e-02 2.27634619e-01 2.40330425e-01 1.34898856e-02
-4.38238698e-02 1.31499558e-01 -1.04542329e-01 -1.55200792e-02
-3.49440413e-02 4.72034672e-02]
[ -9.96694474e-02 4.76101445e-03 2.42238264e-02 9.24021749e-02
-5.85516132e-02 1.15933213e-01 2.40786054e-01 1.98470086e-02
-2.75249734e-01 -9.38208650e-02]
[ -2.22160695e-01 -3.54651652e-02 -9.41872946e-02 -3.45615824e-01
1.85772831e-01 1.19487416e-01 1.09189008e-01 1.03211321e-01
-2.07739149e-01 3.16761542e-02]
[ 1.01839407e-02 -4.09911640e-01 -1.27757264e-01 -1.61116587e-01
3.69529908e-01 2.52610067e-02 1.94115563e-01 1.52373597e-01
-1.65114664e-01 -2.22097402e-01]
[ 1.03743105e-01 -2.46912207e-01 -1.59376200e-01 -3.07203729e-02
-3.89345456e-02 -4.36206826e-02 1.17880023e-01 -1.55560111e-01
1.09078264e-01 -1.67899285e-01]
[ -1.14680680e-01 3.91991327e-02 2.65656314e-01 -6.89966515e-04
1.51951820e-01 7.82831457e-02 5.94269366e-02 -2.96920289e-01
-1.08285039e-01 -5.52558385e-02]
[ -3.39609944e-01 1.66511790e-02 1.80144467e-02 -1.40568311e-02
1.35608009e-01 -1.78825594e-01 9.48861415e-03 2.34954855e-01
-7.51166380e-02 8.57417099e-02]
[ 1.49016363e-01 -1.91745781e-03 -2.31763804e-01 -7.28369591e-02
1.04999906e-01 -3.01178940e-01 8.05479200e-02 -1.66560337e-01
7.24265225e-03 -1.79528721e-01]
[ 2.10161308e-01 -2.14727781e-01 6.39633237e-02 -2.49150631e-02
1.07372622e-01 -3.67600186e-02 6.47050843e-02 -1.37125341e-01
1.11282649e-01 -1.80107759e-01]
[ -1.03986228e-01 -8.35280510e-02 1.21919048e-01 1.10452980e-01
2.92964303e-02 -1.15094533e-01 2.58343255e-01 -7.81659738e-02
1.83011652e-01 -1.28014738e-03]
[ -2.89303037e-02 -2.07078475e-01 1.88051888e-01 -2.87194524e-01
-1.67906123e-01 1.27066400e-01 1.02070933e-01 -1.21415504e-01
-1.83329314e-03 1.93534745e-01]]
[[ 0.63177871]
[ 1.73386266]
[ 0.24335046]
[ 0.88501691]
[-2.76329468]
[-0.26872663]
[-1.74936102]
[ 0.08266972]
[ 0.69852593]
[ 0.89178755]]
Progress: 44.2% ... Training loss: 0.268 ... Validation loss: 0.439[[ 0.16318956 0.25299436 -0.10407323 0.10860321 -0.50005237 -0.07100063
-0.07890437 0.12047257 -0.05432654 0.20041481]
[ 0.01226507 0.14155676 -0.01985936 0.04460076 0.08032196 -0.00637465
0.32105688 0.0409091 0.14086383 -0.03002127]
[ 0.19838138 0.78311378 0.01222424 -0.05014951 0.72232618 -0.02171038
-0.92012453 -0.04104954 0.05405691 0.28735115]
[ 0.05010772 -0.39730182 -0.19466163 0.18922875 -0.0049894 0.1280896
0.22631131 0.06448235 0.12935051 0.29333265]
[-0.0287553 0.06732654 -0.15064617 0.03531133 -0.04472426 -0.17912184
0.08713345 -0.11800232 -0.19863398 -0.05308384]
[-0.39733545 -0.66859576 -0.30218761 0.14911271 -0.13888624 0.0424678
0.37287108 -0.0397951 -0.03214604 -0.03387528]
[-0.00576686 -0.24556374 0.00928851 0.08949027 -0.01297477 -0.07138817
0.18406856 -0.19151797 0.19650609 0.03631805]
[ 0.11008994 -0.26730735 0.03249795 -0.07218642 -0.00225383 -0.04863219
0.07885659 0.11805227 0.08031684 -0.02047088]
[-0.18291468 -0.18698856 -0.30499165 -0.0296829 -0.01770152 0.07127336
-0.09130588 -0.03038774 0.25972318 -0.14241222]
[ 0.02896806 -0.43360889 0.0763017 -0.01199328 -0.19092762 -0.10884452
0.22863884 -0.10995397 -0.00364446 0.06584488]
[-0.08271068 -0.11116867 0.00315906 -0.13513325 -0.07371523 0.01304957
0.22217267 -0.10277058 -0.00498955 -0.1161172 ]
[-0.12704444 -0.22567852 -0.07151407 0.00267855 0.356222 0.10171009
0.17788161 -0.0167769 -0.17173624 -0.21595905]
[-0.15829667 0.00261609 0.06128441 0.01994805 -0.16962416 -0.21908734
-0.1752815 -0.19719916 0.08519094 0.1719274 ]
[-0.28330149 -0.34817651 0.09492976 0.21468393 -0.13460052 -0.06425837
0.10281097 -0.2610318 -0.27408599 -0.0896675 ]
[ 0.09695487 -0.20643371 -0.02433389 0.11168575 -0.05512792 -0.08707511
0.25708875 0.00216008 0.02181812 -0.00273926]
[ 0.04063521 -0.10871978 -0.20931083 0.15644016 -0.08516877 0.08032062
-0.03449099 -0.01960576 -0.08399389 0.00143431]
[-0.11584654 -0.07857306 -0.19990573 0.16474423 -0.01110979 0.13149939
0.00545187 -0.25002654 0.07815613 -0.18809439]
[-0.06256387 -0.04190678 0.27807983 0.10875939 0.09525963 -0.06393061
-0.12682006 0.12119138 0.08162555 0.04594502]
[ 0.05995486 -0.01868212 0.08806021 0.08890569 0.03191168 -0.01678662
0.20810007 0.12007644 -0.02591216 -0.05801907]
[ 0.00985828 -0.14367769 -0.29219286 -0.05188677 0.11140609 -0.0926589
0.13330549 0.16286982 0.10771605 -0.03048118]
[ 0.05108637 -0.03320105 -0.11496741 0.05009362 -0.12744776 0.31960966
0.26834655 0.20473102 -0.15551095 -0.05520539]
[ 0.0027213 -0.00844125 0.1230781 0.10801327 0.00705933 0.10500996
-0.10235172 -0.04177498 0.21692551 0.08288347]
[ 0.11353019 0.07838787 -0.04325782 -0.09321528 -0.11184053 -0.33135494
0.11914089 0.00877436 0.14718445 0.09376726]
[-0.10438956 -0.05192013 -0.01649476 0.02024243 -0.01132924 -0.20388959
-0.05548215 -0.0203732 0.01599744 0.12459588]
[-0.16461998 -0.13330078 -0.20497185 -0.02715746 -0.28364885 0.00244716
0.0654775 -0.02589393 -0.01459661 0.03476962]
[-0.03090268 -0.13105762 -0.07508712 -0.12632616 0.52802779 0.27558644
0.59798838 0.11301858 -0.18147236 -0.37930685]
[-0.01649428 -0.43821126 -0.0306031 -0.07161088 0.65443767 0.09994482
0.56472294 0.09145417 0.03115104 -0.38657475]
[ 0.01044186 -0.49678469 -0.04390093 -0.10714955 0.67623796 0.02306193
0.53421298 0.04850809 -0.36436788 -0.22028258]
[-0.17480988 -0.63831424 -0.01078873 -0.20613893 0.779543 -0.09038535
0.66116571 -0.08333689 -0.06979058 0.0835781 ]
[-0.3019059 -0.45956307 0.0538004 -0.05249783 0.92341104 0.14328866
0.47190146 0.04704825 -0.09257173 -0.1407322 ]
[-0.21160105 -0.34420038 0.24995156 -0.24755295 0.67946588 -0.04340699
0.72646738 0.01251866 -0.2610385 -0.03135256]
[-0.13920428 -0.25165694 -0.1841532 -0.1117756 0.51633661 -0.22715838
0.20671775 0.16783552 -0.01708455 -0.12850944]
[ 0.10139845 0.24524863 0.15960878 -0.10567385 -0.06747311 0.05437661
-0.14476409 0.28148241 0.06377304 0.1686547 ]
[ 0.35693909 0.35938551 -0.07921074 0.32005566 -0.91336736 -0.28961459
-0.50090842 0.17796703 0.39426842 -0.0162301 ]
[ 0.0469716 0.12637677 0.25333479 0.24731121 -0.05556568 -0.19621392
-0.17527138 -0.13312936 -0.13977615 -0.29051432]
[ 0.01504405 -0.09148268 -0.12254828 -0.06708944 0.24827341 0.04335339
0.01068258 -0.18600951 0.02290734 0.19444421]
[-0.00411059 -0.0640826 -0.06942238 -0.06022095 -0.00553 -0.17589016
0.09449363 0.00916038 0.02974182 -0.00467668]
[ 0.0288099 0.08419597 0.24353847 0.07277726 -0.22831241 -0.1361195
0.09832903 0.03923161 -0.18691086 0.10478666]
[ 0.07312809 0.04574399 0.10729629 0.0067105 -0.2396018 0.067855
0.0487711 -0.27117541 -0.01816764 -0.08865342]
[-0.00659772 0.11428235 0.08581209 -0.02670153 -0.06790889 0.17844821
0.07735191 0.1184277 -0.01852281 0.17561115]
[ 0.22548606 0.09110096 0.02991982 0.08434704 0.0066844 -0.02534891
-0.19427513 0.14860444 -0.0515457 -0.01623362]
[ 0.04741695 0.02575855 0.01861547 0.04694929 -0.44175905 -0.12493062
-0.22905299 0.04137072 0.12279624 0.19722359]
[ 0.0610229 0.51654683 0.12883181 0.44002672 -1.23895863 -0.30595551
-0.59297404 -0.07065367 0.30304414 0.34764984]
[ 0.18114994 0.50335227 0.06842125 0.43492997 -1.0160775 -0.08453706
-0.4411976 0.1515591 0.21688285 0.48379656]
[ 0.25220702 0.32468676 0.24698557 0.15128584 -0.48557659 0.07972627
-0.22893038 0.16250965 0.24273078 0.08167872]
[-0.07625519 0.22743233 0.24019875 0.01301366 -0.04295943 0.13165237
-0.10418303 -0.01556551 -0.03532177 0.04674134]
[-0.09958656 0.00496773 0.02425054 0.09250699 -0.0589025 0.1159016
0.24056856 0.01985479 -0.2751637 -0.09373134]
[-0.22217558 -0.03576852 -0.09419308 -0.34561619 0.1860588 0.11949037
0.10945222 0.10321019 -0.20774812 0.03166373]
[ 0.00942937 -0.4119808 -0.12805352 -0.16221009 0.37284194 0.02558887
0.19619516 0.15227619 -0.16597156 -0.22316009]
[ 0.10359111 -0.24706944 -0.15945872 -0.03093415 -0.03897417 -0.04353553
0.11831615 -0.15559459 0.10883563 -0.16823859]
[-0.11600769 0.03595205 0.26513295 -0.002614 0.15643009 0.07887156
0.0625976 -0.29709826 -0.10979299 -0.05703874]
[-0.34089893 0.01286512 0.01750297 -0.01590464 0.14256975 -0.17827021
0.01347138 0.23478161 -0.0765659 0.08400668]
[ 0.14900849 -0.00224671 -0.23176938 -0.07288443 0.10534543 -0.30117145
0.08083979 -0.16656413 0.00720026 -0.17961055]
[ 0.20861146 -0.21864244 0.06332564 -0.02732119 0.11350317 -0.03606475
0.06846942 -0.13734959 0.10952016 -0.18243111]
[-0.10426174 -0.08399778 0.12181062 0.11003568 0.03025206 -0.11498172
0.25869866 -0.07820343 0.18270057 -0.00168659]
[-0.02938514 -0.20786762 0.18786437 -0.28781556 -0.16840803 0.12726572
0.10293077 -0.12147199 -0.00228235 0.19292194]]
[[ 0.61416384]
[ 1.71777393]
[ 0.2252168 ]
[ 0.86809966]
[-2.78231627]
[-0.28361828]
[-1.76576463]
[ 0.06665994]
[ 0.6821664 ]
[ 0.87356165]]
Progress: 44.2% ... Training loss: 0.275 ... Validation loss: 0.459[[ 1.67930490e-01 2.63408436e-01 -1.02233204e-01 1.15427329e-01
-5.15279473e-01 -7.31978635e-02 -8.90829354e-02 1.21014878e-01
-4.90536592e-02 2.07424329e-01]
[ 1.20962494e-02 1.40828348e-01 -1.99300516e-02 4.43457399e-02
8.15100184e-02 -6.28925766e-03 3.21839083e-01 4.08887522e-02
1.40730142e-01 -3.02793358e-02]
[ 1.99579283e-01 7.88728753e-01 1.26775575e-02 -4.82422603e-02
7.12862750e-01 -2.22193843e-02 -9.24058536e-01 -4.09094120e-02
5.55180898e-02 2.89122823e-01]
[ 4.64915365e-02 -4.05597266e-01 -1.96011488e-01 1.84279785e-01
7.86521106e-03 1.29642001e-01 2.34993098e-01 6.40860856e-02
1.25290354e-01 2.88526186e-01]
[ -2.91209225e-02 6.57954836e-02 -1.50749988e-01 3.50955067e-02
-4.41497801e-02 -1.78873846e-01 8.91118955e-02 -1.18033497e-01
-1.98880484e-01 -5.34445301e-02]
[ -3.94951051e-01 -6.64835103e-01 -3.01257281e-01 1.52593056e-01
-1.45432007e-01 4.13089746e-02 3.68683216e-01 -3.95221698e-02
-2.94318124e-02 -3.03670058e-02]
[ -4.91189699e-03 -2.44232606e-01 9.62726312e-03 9.07148948e-02
-1.60347643e-02 -7.17382945e-02 1.82440535e-01 -1.91416092e-01
1.97556528e-01 3.75802984e-02]
[ 1.10766831e-01 -2.65050637e-01 3.27768430e-02 -7.09590004e-02
-6.41365317e-03 -4.90159801e-02 7.72150755e-02 1.18140059e-01
8.12301141e-02 -1.92476654e-02]
[ -1.81475339e-01 -1.83361505e-01 -3.04430821e-01 -2.76370180e-02
-2.26641787e-02 7.06160545e-02 -9.45144526e-02 -3.02287246e-02
2.61241107e-01 -1.40309642e-01]
[ 3.33342006e-02 -4.24769621e-01 7.80233319e-02 -5.65141213e-03
-2.06261802e-01 -1.10857195e-01 2.20203260e-01 -1.09452425e-01
1.37853697e-03 7.21896787e-02]
[ -8.19486922e-02 -1.09362302e-01 3.48579969e-03 -1.33882876e-01
-7.62355542e-02 1.26173902e-02 2.20160666e-01 -1.02673872e-01
-4.06186916e-03 -1.14774112e-01]
[ -1.26816976e-01 -2.25348595e-01 -7.14536264e-02 3.06459195e-03
3.55348282e-01 1.01604897e-01 1.77663225e-01 -1.67535465e-02
-1.71491056e-01 -2.15550627e-01]
[ -1.58296666e-01 2.61608523e-03 6.12844086e-02 1.99480485e-02
-1.69624156e-01 -2.19087343e-01 -1.75281500e-01 -1.97199158e-01
8.51909440e-02 1.71927399e-01]
[ -2.82694714e-01 -3.47460084e-01 9.51863263e-02 2.15648144e-01
-1.36357784e-01 -6.45710857e-02 1.01997461e-01 -2.60958078e-01
-2.73378770e-01 -8.87289979e-02]
[ 9.78256440e-02 -2.05259663e-01 -2.39896643e-02 1.12932799e-01
-5.70434712e-02 -8.75037749e-02 2.55828426e-01 2.26023725e-03
2.28104737e-02 -1.46190364e-03]
[ 4.12734313e-02 -1.07458154e-01 -2.09089736e-01 1.57288664e-01
-8.70053689e-02 8.00331328e-02 -3.59425347e-02 -1.95369451e-02
-8.32820920e-02 2.33849907e-03]
[ -1.15640396e-01 -7.83749977e-02 -1.99825239e-01 1.65009650e-01
-1.14221931e-02 1.31434290e-01 4.89023456e-03 -2.50004073e-01
7.83896014e-02 -1.87780432e-01]
[ -6.16953873e-02 -3.99651469e-02 2.78428485e-01 1.10054470e-01
9.14720886e-02 -6.43278124e-02 -1.28725136e-01 1.21294159e-01
8.26457074e-02 4.71847459e-02]
[ 5.98441672e-02 -1.92352106e-02 8.80085196e-02 8.87030974e-02
3.26105774e-02 -1.67178472e-02 2.08736759e-01 1.20062973e-01
-2.60287955e-02 -5.81870200e-02]
[ 1.14534819e-02 -1.38727043e-01 -2.91564024e-01 -4.94643774e-02
1.03543846e-01 -9.34634722e-02 1.28658968e-01 1.63060063e-01
1.09513540e-01 -2.80881994e-02]
[ 5.13291639e-02 -3.26003755e-02 -1.14870258e-01 5.04901580e-02
-1.28799100e-01 3.19478914e-01 2.67728693e-01 2.04761490e-01
-1.55209753e-01 -5.48113775e-02]
[ 2.45024965e-03 -9.82371660e-03 1.22967891e-01 1.07720062e-01
8.58508670e-03 1.05182494e-01 -1.00376108e-01 -4.18108036e-02
2.16717314e-01 8.26029423e-02]
[ 1.14009756e-01 7.97842911e-02 -4.30613598e-02 -9.25316686e-02
-1.12680926e-01 -3.31598272e-01 1.17889320e-01 8.82874212e-03
1.47632042e-01 9.45154399e-02]
[ -1.04157843e-01 -5.15013698e-02 -1.64090598e-02 2.05687800e-02
-1.23839185e-02 -2.03998938e-01 -5.61042511e-02 -2.03476890e-02
1.62429269e-02 1.24927606e-01]
[ -1.64622327e-01 -1.33047950e-01 -2.04960312e-01 -2.71325459e-02
-2.83883709e-01 2.43497354e-03 6.53293733e-02 -2.58915682e-02
-1.45326934e-02 3.47737905e-02]
[ -3.09811565e-02 -1.31356992e-01 -7.51088030e-02 -1.26410180e-01
5.28276013e-01 2.75616364e-01 5.98331071e-01 1.13013695e-01
-1.81554471e-01 -3.79410094e-01]
[ -1.64488628e-02 -4.38183395e-01 -3.05919327e-02 -7.15602218e-02
6.54565197e-01 9.99249506e-02 5.64660837e-01 9.14598839e-02
3.11821398e-02 -3.86510842e-01]
[ 1.04615890e-02 -4.96964757e-01 -4.38988781e-02 -1.07147890e-01
6.76225743e-01 2.30579714e-02 5.34410783e-01 4.85090986e-02
-3.64362468e-01 -2.20271720e-01]
[ -1.74825445e-01 -6.38530993e-01 -1.07890637e-02 -2.06140914e-01
7.79554872e-01 -9.03862513e-02 6.61372294e-01 -8.33378280e-02
-6.97907245e-02 8.36000569e-02]
[ -3.01906232e-01 -4.59901565e-01 5.38006984e-02 -5.24961045e-02
9.23142560e-01 1.43285819e-01 4.72167229e-01 4.70478720e-02
-9.25607875e-02 -1.40717476e-01]
[ -2.11722820e-01 -3.44528545e-01 2.49906906e-01 -2.47724176e-01
6.79928434e-01 -4.33523869e-02 7.26800557e-01 1.25059932e-02
-2.61173274e-01 -3.15124768e-02]
[ -1.39457063e-01 -2.52195791e-01 -1.84235161e-01 -1.12129444e-01
5.17448770e-01 -2.27048046e-01 2.07382107e-01 1.67808168e-01
-1.73532450e-02 -1.28826576e-01]
[ 1.01061812e-01 2.44685753e-01 1.59482249e-01 -1.06175844e-01
-6.63438441e-02 5.45319522e-02 -1.43985167e-01 2.81444842e-01
6.34443256e-02 1.68170197e-01]
[ 3.58426150e-01 3.63093342e-01 -7.86459923e-02 3.22193748e-01
-9.17103515e-01 -2.90324896e-01 -5.04738375e-01 1.78136490e-01
3.95829046e-01 -1.40314453e-02]
[ 4.74693134e-02 1.27081630e-01 2.53539762e-01 2.48015051e-01
-5.70662873e-02 -1.96451611e-01 -1.76174906e-01 -1.33072207e-01
-1.39213067e-01 -2.89788847e-01]
[ 1.52134359e-02 -9.13048361e-02 -1.22487594e-01 -6.68109828e-02
2.47503890e-01 4.32617160e-02 1.03551280e-02 -1.85988727e-01
2.31107746e-02 1.94699896e-01]
[ -4.64614453e-03 -6.54600470e-02 -6.96344178e-02 -6.10031177e-02
-2.94855776e-03 -1.75666621e-01 9.58991040e-02 9.09992274e-03
2.91148189e-02 -5.45118248e-03]
[ 2.96526370e-02 8.62924464e-02 2.43858602e-01 7.40001180e-02
-2.31131736e-01 -1.36511165e-01 9.63571520e-02 3.93310234e-02
-1.85980804e-01 1.05996264e-01]
[ 7.38485829e-02 4.78820150e-02 1.07580526e-01 7.81523059e-03
-2.43007644e-01 6.74869735e-02 4.67186686e-02 -2.71091221e-01
-1.73440392e-02 -8.75488252e-02]
[ -5.76732742e-03 1.16292065e-01 8.61390487e-02 -2.54662346e-02
-7.13956727e-02 1.78041510e-01 7.53983131e-02 1.18524733e-01
-1.75373352e-02 1.76807002e-01]
[ 2.25706252e-01 9.17275039e-02 3.00134743e-02 8.47059455e-02
5.45741198e-03 -2.54549364e-02 -1.94706033e-01 1.48631872e-01
-5.12608044e-02 -1.58650331e-02]
[ 4.71626705e-02 2.52079334e-02 1.85496036e-02 4.66231893e-02
-4.40805609e-01 -1.24832476e-01 -2.28325899e-01 4.13454830e-02
1.22574794e-01 1.96892102e-01]
[ 6.25850061e-02 5.19566377e-01 1.29422357e-01 4.42280176e-01
-1.24467428e+00 -3.06595024e-01 -5.95976249e-01 -7.04878798e-02
3.04812086e-01 3.49939274e-01]
[ 1.80898173e-01 5.02508551e-01 6.83290553e-02 4.34632368e-01
-1.01497341e+00 -8.43899117e-02 -4.40314873e-01 1.51532316e-01
2.16601610e-01 4.83447976e-01]
[ 2.52312423e-01 3.24890510e-01 2.47023728e-01 1.51418916e-01
-4.85886891e-01 7.96803027e-02 -2.29192995e-01 1.62519753e-01
2.42863956e-01 8.18472681e-02]
[ -7.56488056e-02 2.28859421e-01 2.40427294e-01 1.38979995e-02
-4.55150932e-02 1.31360550e-01 -1.05573480e-01 -1.54977351e-02
-3.46264752e-02 4.75966909e-02]
[ -9.96430142e-02 4.87431741e-03 2.42284762e-02 9.24131835e-02
-5.86583682e-02 1.15932076e-01 2.40631533e-01 1.98469864e-02
-2.75242176e-01 -9.38304306e-02]
[ -2.22068674e-01 -3.56444181e-02 -9.41571784e-02 -3.45456455e-01
1.85452696e-01 1.19430472e-01 1.09224160e-01 1.03224693e-01
-2.07590194e-01 3.18153795e-02]
[ 9.47467970e-03 -4.11939116e-01 -1.28039420e-01 -1.62145906e-01
3.72552618e-01 2.55661589e-02 1.96076816e-01 1.52281485e-01
-1.65906074e-01 -2.23080178e-01]
[ 1.05341351e-01 -2.42384560e-01 -1.58766499e-01 -2.82678767e-02
-4.67687854e-02 -4.43932312e-02 1.14111631e-01 -1.55388871e-01
1.10932929e-01 -1.65643387e-01]
[ -1.14522734e-01 3.90022564e-02 2.65667465e-01 -6.27034790e-04
1.53693781e-01 7.81684303e-02 5.91482546e-02 -2.96931979e-01
-1.08183963e-01 -5.49294490e-02]
[ -3.41487791e-01 1.10430063e-02 1.73153885e-02 -1.66455912e-02
1.44864144e-01 -1.78039238e-01 1.51671986e-02 2.34726014e-01
-7.71552410e-02 8.33316637e-02]
[ 1.49960133e-01 -8.08390278e-04 -2.31393441e-01 -7.15057581e-02
1.01754550e-01 -3.01594178e-01 7.98718325e-02 -1.66457530e-01
8.27253427e-03 -1.78268149e-01]
[ 2.08635448e-01 -2.18744766e-01 6.33467394e-02 -2.71553534e-02
1.12944812e-01 -3.60612567e-02 6.86558320e-02 -1.37345083e-01
1.09587122e-01 -1.82272895e-01]
[ -1.03020723e-01 -8.10320377e-02 1.22279236e-01 1.11821374e-01
2.55045008e-02 -1.15533229e-01 2.55560737e-01 -7.80711452e-02
1.84032582e-01 9.03498972e-05]
[ -2.88925324e-02 -2.07106769e-01 1.88068383e-01 -2.87079775e-01
-1.70002944e-01 1.27016261e-01 1.02142299e-01 -1.21410169e-01
-1.67472934e-03 1.93711217e-01]]
[[ 0.63426791]
[ 1.73723236]
[ 0.24397849]
[ 0.88974863]
[-2.77174905]
[-0.26850784]
[-1.74821565]
[ 0.08312237]
[ 0.70283921]
[ 0.89278802]]
Progress: 44.3% ... Training loss: 0.267 ... Validation loss: 0.438[[ 1.67064972e-01 2.61287081e-01 -1.02593564e-01 1.14106302e-01
-5.11535598e-01 -7.28108876e-02 -8.68683001e-02 1.20880650e-01
-5.01194559e-02 2.06041069e-01]
[ 1.17521398e-02 1.39983082e-01 -2.00661700e-02 4.38487402e-02
8.28832927e-02 -6.14052854e-03 3.22668640e-01 4.08417324e-02
1.40346972e-01 -3.07559288e-02]
[ 1.96812868e-01 7.82249009e-01 1.15901861e-02 -5.23651147e-02
7.23044559e-01 -2.11012310e-02 -9.18444377e-01 -4.12905983e-02
5.22368176e-02 2.84915815e-01]
[ 4.83515261e-02 -4.01923291e-01 -1.95252750e-01 1.87238001e-01
4.82041470e-04 1.28833859e-01 2.31283922e-01 6.43724371e-02
1.27711649e-01 2.91577363e-01]
[ -3.03592813e-02 6.15947220e-02 -1.51352303e-01 3.31514274e-02
-3.82050802e-02 -1.78240411e-01 9.35087527e-02 -1.18205361e-01
-2.00568787e-01 -5.52617304e-02]
[ -3.95507347e-01 -6.65892130e-01 -3.01471164e-01 1.51795740e-01
-1.43798871e-01 4.15579242e-02 3.70040467e-01 -3.95967750e-02
-3.00974183e-02 -3.11830832e-02]
[ -3.94312054e-03 -2.41483094e-01 9.99537812e-03 9.20770134e-02
-2.02582476e-02 -7.21693671e-02 1.79538888e-01 -1.91300194e-01
1.98545730e-01 3.88349106e-02]
[ 1.10123713e-01 -2.67412429e-01 3.25221647e-02 -7.18973349e-02
-4.59537146e-03 -4.87795157e-02 7.86365111e-02 1.18051558e-01
8.03941540e-02 -2.02117535e-02]
[ -1.81902341e-01 -1.85178765e-01 -3.04618140e-01 -2.81984230e-02
-2.19038901e-02 7.07743289e-02 -9.29523152e-02 -3.02823006e-02
2.60889509e-01 -1.40854017e-01]
[ 3.25215779e-02 -4.26757303e-01 7.76782442e-02 -6.90100530e-03
-2.04603265e-01 -1.10535371e-01 2.21412645e-01 -1.09585703e-01
2.57313300e-04 7.08750026e-02]
[ -8.20527189e-02 -1.10084474e-01 3.44444125e-03 -1.34020134e-01
-7.65560913e-02 1.26384438e-02 2.20544558e-01 -1.02683147e-01
-4.13517082e-03 -1.15003951e-01]
[ -1.26557966e-01 -2.25125307e-01 -7.13549460e-02 3.51650568e-03
3.53998505e-01 1.01474635e-01 1.77509125e-01 -1.67117782e-02
-1.71160493e-01 -2.15076040e-01]
[ -1.58296666e-01 2.61608523e-03 6.12844086e-02 1.99480485e-02
-1.69624156e-01 -2.19087343e-01 -1.75281500e-01 -1.97199158e-01
8.51909440e-02 1.71927399e-01]
[ -2.82749573e-01 -3.47675435e-01 9.51734515e-02 2.15598972e-01
-1.36625126e-01 -6.45615319e-02 1.02136856e-01 -2.60962466e-01
-2.73409034e-01 -8.87700221e-02]
[ 9.77809061e-02 -2.05395405e-01 -2.40131940e-02 1.12834237e-01
-5.67015421e-02 -8.74742229e-02 2.56012879e-01 2.25194360e-03
2.27265608e-02 -1.55995139e-03]
[ 4.05750294e-02 -1.08947125e-01 -2.09360069e-01 1.56288607e-01
-8.44483673e-02 8.03450913e-02 -3.41671182e-02 -1.96313824e-02
-8.41093193e-02 1.30870158e-03]
[ -1.14542800e-01 -7.52943493e-02 -1.99399426e-01 1.66590913e-01
-1.57211849e-02 1.30964136e-01 1.73588691e-03 -2.49872345e-01
7.95819355e-02 -1.86238122e-01]
[ -6.14118932e-02 -3.95661817e-02 2.78537598e-01 1.10467388e-01
9.02065733e-02 -6.44507307e-02 -1.29332137e-01 1.21332156e-01
8.29514477e-02 4.75884319e-02]
[ 5.98436604e-02 -1.87395187e-02 8.79988495e-02 8.87038668e-02
3.22822858e-02 -1.67700817e-02 2.08338780e-01 1.20064135e-01
-2.60787221e-02 -5.82592238e-02]
[ 1.01450928e-02 -1.41796145e-01 -2.92087369e-01 -5.13951974e-02
1.08085068e-01 -9.29219400e-02 1.31279518e-01 1.62879709e-01
1.07944719e-01 -3.00223772e-02]
[ 5.24845689e-02 -3.04369092e-02 -1.14396406e-01 5.22170539e-02
-1.33733217e-01 3.18989625e-01 2.65465657e-01 2.04923438e-01
-1.53855934e-01 -5.31892628e-02]
[ 1.59022928e-03 -1.22417723e-02 1.22621261e-01 1.06425120e-01
1.25367402e-02 1.05560955e-01 -9.82198592e-02 -4.19297757e-02
2.15733854e-01 8.14357399e-02]
[ 1.14072342e-01 7.96366127e-02 -4.30608325e-02 -9.24300093e-02
-1.13262042e-01 -3.31623785e-01 1.17996753e-01 8.83519000e-03
1.47733079e-01 9.46057503e-02]
[ -1.04459327e-01 -5.27865437e-02 -1.65273431e-02 2.01562733e-02
-1.18465310e-02 -2.03888481e-01 -5.51271877e-02 -2.03840092e-02
1.59432669e-02 1.24513950e-01]
[ -1.64610648e-01 -1.32913213e-01 -2.04952718e-01 -2.71049291e-02
-2.84149306e-01 2.42618422e-03 6.52303542e-02 -2.58888682e-02
-1.45063134e-02 3.48015506e-02]
[ -3.11505626e-02 -1.32072869e-01 -7.51774752e-02 -1.26676237e-01
5.28875385e-01 2.75694361e-01 5.98955807e-01 1.12990370e-01
-1.81788521e-01 -3.79659053e-01]
[ -1.67267219e-02 -4.39121980e-01 -3.07030519e-02 -7.19705702e-02
6.55699192e-01 1.00050757e-01 5.65643207e-01 9.14230980e-02
3.08929544e-02 -3.86917023e-01]
[ 1.04403852e-02 -4.97087174e-01 -4.39093588e-02 -1.07173291e-01
6.76312315e-01 2.30673666e-02 5.34457055e-01 4.85069709e-02
-3.64387474e-01 -2.20306849e-01]
[ -1.74559881e-01 -6.38266844e-01 -1.06604755e-02 -2.05678994e-01
7.78333825e-01 -9.05272890e-02 6.60950490e-01 -8.32954453e-02
-6.94403516e-02 8.40367157e-02]
[ -3.02152756e-01 -4.60502410e-01 5.37011536e-02 -5.28632788e-02
9.23940681e-01 1.43393435e-01 4.72749751e-01 4.70140840e-02
-9.28350928e-02 -1.41060675e-01]
[ -2.11770116e-01 -3.44614512e-01 2.49886008e-01 -2.47811438e-01
6.80148445e-01 -4.33234170e-02 7.26978366e-01 1.24969988e-02
-2.61214989e-01 -3.15487409e-02]
[ -1.39253038e-01 -2.52229379e-01 -1.84158340e-01 -1.11802017e-01
5.16500078e-01 -2.27144855e-01 2.07064092e-01 1.67837026e-01
-1.71437020e-02 -1.28499244e-01]
[ 1.02137212e-01 2.47690923e-01 1.59917102e-01 -1.04543349e-01
-7.11600179e-02 5.40457721e-02 -1.47055480e-01 2.81591524e-01
6.46644078e-02 1.69702675e-01]
[ 3.58379160e-01 3.63019697e-01 -7.86625960e-02 3.22142307e-01
-9.16998509e-01 -2.90304122e-01 -5.04671566e-01 1.78130577e-01
3.95788476e-01 -1.41004041e-02]
[ 4.70755926e-02 1.26051390e-01 2.53384205e-01 2.47441566e-01
-5.55041594e-02 -1.96279445e-01 -1.75395757e-01 -1.33126971e-01
-1.39672771e-01 -2.90374443e-01]
[ 1.52441505e-02 -9.12273795e-02 -1.22498235e-01 -6.67683370e-02
2.47363395e-01 4.32548306e-02 1.03115202e-02 -1.85986228e-01
2.31505773e-02 1.94749204e-01]
[ -5.17433811e-03 -6.66703115e-02 -6.98525215e-02 -6.17744633e-02
-7.53360647e-04 -1.75475766e-01 9.71625142e-02 9.02669145e-03
2.84896158e-02 -6.25510541e-03]
[ 2.95141727e-02 8.62723813e-02 2.43804233e-01 7.37593663e-02
-2.30979710e-01 -1.36462353e-01 9.62729048e-02 3.93111302e-02
-1.86165575e-01 1.05717354e-01]
[ 7.41526567e-02 4.88976870e-02 1.07694453e-01 8.22394590e-03
-2.43891442e-01 6.73503525e-02 4.57960039e-02 -2.71061458e-01
-1.70294591e-02 -8.71379467e-02]
[ -5.82332847e-03 1.16667029e-01 8.60984086e-02 -2.56000247e-02
-7.16476168e-02 1.78062784e-01 7.50782422e-02 1.18508201e-01
-1.76883147e-02 1.76706737e-01]
[ 2.25715835e-01 9.16449597e-02 2.99963625e-02 8.46750058e-02
5.85901064e-03 -2.54386262e-02 -1.94695840e-01 1.48628496e-01
-5.13110799e-02 -1.59060834e-02]
[ 4.65647744e-02 2.39093924e-02 1.83183423e-02 4.57438726e-02
-4.38455087e-01 -1.24575553e-01 -2.26998541e-01 4.12633210e-02
1.21897254e-01 1.96044455e-01]
[ 6.27100122e-02 5.19089688e-01 1.29477546e-01 4.42455862e-01
-1.24547223e+00 -3.06621183e-01 -5.95677735e-01 -7.04688667e-02
3.04987817e-01 3.50031467e-01]
[ 1.80894672e-01 5.02261690e-01 6.83355509e-02 4.34643778e-01
-1.01504522e+00 -8.43989459e-02 -4.40181790e-01 1.51535101e-01
2.16633719e-01 4.83428138e-01]
[ 2.51932759e-01 3.24009301e-01 2.46878642e-01 1.50890797e-01
-4.84921864e-01 7.98372506e-02 -2.28240992e-01 1.62470124e-01
2.42446253e-01 8.13241141e-02]
[ -7.52034872e-02 2.29855240e-01 2.40605363e-01 1.45829941e-02
-4.76360616e-02 1.31162126e-01 -1.06697815e-01 -1.54357259e-02
-3.40921154e-02 4.82674415e-02]
[ -9.96191133e-02 4.88823500e-03 2.42263991e-02 9.24286792e-02
-5.88321064e-02 1.15915823e-01 2.40641326e-01 1.98526082e-02
-2.75247196e-01 -9.37780159e-02]
[ -2.21993645e-01 -3.54141771e-02 -9.41305756e-02 -3.45362774e-01
1.85041381e-01 1.19399645e-01 1.08975631e-01 1.03233863e-01
-2.07509978e-01 3.19082342e-02]
[ 9.16514470e-03 -4.12585734e-01 -1.28145566e-01 -1.62569882e-01
3.73809198e-01 2.56931597e-02 1.96815562e-01 1.52242440e-01
-1.66250803e-01 -2.23475899e-01]
[ 1.06814100e-01 -2.38884523e-01 -1.58205424e-01 -2.61370885e-02
-5.30126062e-02 -4.50302738e-02 1.10517383e-01 -1.55205090e-01
1.12508929e-01 -1.63591937e-01]
[ -1.14958112e-01 3.77321950e-02 2.65490605e-01 -1.24922636e-03
1.55321605e-01 7.83607465e-02 6.02469386e-02 -2.96992178e-01
-1.08700708e-01 -5.55193135e-02]
[ -3.41854711e-01 9.32434878e-03 1.71841896e-02 -1.71788341e-02
1.45938309e-01 -1.77846205e-01 1.67739455e-02 2.34681917e-01
-7.76059770e-02 8.28019518e-02]
[ 1.49167086e-01 -2.38728663e-03 -2.31737419e-01 -7.26684388e-02
1.04978221e-01 -3.01303988e-01 8.16145327e-02 -1.66568105e-01
7.34388591e-03 -1.79474368e-01]
[ 2.08974963e-01 -2.17825243e-01 6.34784075e-02 -2.66980213e-02
1.11183267e-01 -3.62130719e-02 6.73468495e-02 -1.37301709e-01
1.09923472e-01 -1.81821588e-01]
[ -1.03883865e-01 -8.28178009e-02 1.21934510e-01 1.10570572e-01
2.80851193e-02 -1.15178885e-01 2.57269173e-01 -7.81881671e-02
1.83116636e-01 -1.12989216e-03]
[ -2.89039479e-02 -2.07659518e-01 1.88084638e-01 -2.87033916e-01
-1.70515635e-01 1.26987852e-01 1.02328141e-01 -1.21406216e-01
-1.63896657e-03 1.93684569e-01]]
[[ 0.63169051]
[ 1.73143356]
[ 0.24192038]
[ 0.88787044]
[-2.77666574]
[-0.26806324]
[-1.7467259 ]
[ 0.08103822]
[ 0.70092021]
[ 0.88996203]]
Progress: 44.4% ... Training loss: 0.266 ... Validation loss: 0.442[[ 1.67463530e-01 2.61707110e-01 -1.02462941e-01 1.14788191e-01
-5.12762448e-01 -7.29581097e-02 -8.71774346e-02 1.20933313e-01
-4.94856098e-02 2.06885434e-01]
[ 1.07983132e-02 1.37211923e-01 -2.04218635e-02 4.25185695e-02
8.72890571e-02 -5.71206564e-03 3.25442383e-01 4.07114004e-02
1.39439759e-01 -3.19663121e-02]
[ 1.97700718e-01 7.84161054e-01 1.19289062e-02 -5.11523470e-02
7.22112252e-01 -2.14285315e-02 -9.20230664e-01 -4.11892930e-02
5.30970225e-02 2.86156470e-01]
[ 4.91034939e-02 -4.01717366e-01 -1.94972281e-01 1.88156770e-01
7.24426665e-04 1.28604958e-01 2.29418683e-01 6.44409327e-02
1.28743442e-01 2.92640207e-01]
[ -3.28141741e-02 5.46094371e-02 -1.52162059e-01 2.97585100e-02
-2.62499797e-02 -1.77324476e-01 1.00549365e-01 -1.18487662e-01
-2.03657875e-01 -5.89603804e-02]
[ -3.95217882e-01 -6.65454931e-01 -3.01397745e-01 1.52289177e-01
-1.47273569e-01 4.13980875e-02 3.69644662e-01 -3.95495778e-02
-2.97195151e-02 -3.07650863e-02]
[ -5.34395585e-03 -2.44804460e-01 9.47916963e-03 9.01457238e-02
-1.46067797e-02 -7.15677105e-02 1.82777970e-01 -1.91483559e-01
1.97161471e-01 3.70407536e-02]
[ 1.11853377e-01 -2.63004164e-01 3.32189646e-02 -6.92464909e-02
-1.19662045e-02 -4.95238071e-02 7.48240801e-02 1.18287092e-01
8.23161548e-02 -1.76966691e-02]
[ -1.83064393e-01 -1.88161073e-01 -3.05025900e-01 -2.97892647e-02
-1.86062142e-02 7.12345714e-02 -8.97342083e-02 -3.04234725e-02
2.59848286e-01 -1.42406618e-01]
[ 3.14791121e-02 -4.28829402e-01 7.72871397e-02 -8.19002302e-03
-2.03180422e-01 -1.10109660e-01 2.24689711e-01 -1.09712100e-01
-6.59023762e-04 6.96275641e-02]
[ -8.20966392e-02 -1.10183816e-01 3.41405869e-03 -1.34037451e-01
-7.81911999e-02 1.26301350e-02 2.20580098e-01 -1.02679969e-01
-4.05647988e-03 -1.15039922e-01]
[ -1.26015338e-01 -2.24412076e-01 -7.10872084e-02 4.44499105e-03
3.52314383e-01 1.01215004e-01 1.76445471e-01 -1.66303651e-02
-1.70448424e-01 -2.14206308e-01]
[ -1.58296666e-01 2.61608523e-03 6.12844086e-02 1.99480485e-02
-1.69624156e-01 -2.19087343e-01 -1.75281500e-01 -1.97199158e-01
8.51909440e-02 1.71927399e-01]
[ -2.82974630e-01 -3.48060125e-01 9.50951877e-02 2.15371796e-01
-1.36968027e-01 -6.44870228e-02 1.02720395e-01 -2.60986342e-01
-2.73648987e-01 -8.90624362e-02]
[ 9.74750420e-02 -2.06128360e-01 -2.41222776e-02 1.12448482e-01
-5.69275428e-02 -8.73636887e-02 2.56869388e-01 2.21638317e-03
2.24499966e-02 -1.97995438e-03]
[ 4.16676495e-02 -1.06717221e-01 -2.08990715e-01 1.57806469e-01
-8.82843133e-02 7.98908161e-02 -3.67041061e-02 -1.94886406e-02
-8.28984119e-02 2.84607611e-03]
[ -1.15217366e-01 -7.69585097e-02 -1.99653015e-01 1.65664093e-01
-1.32323348e-02 1.31236783e-01 3.26457640e-03 -2.49950777e-01
7.88517263e-02 -1.87156560e-01]
[ -6.21380513e-02 -4.17239742e-02 2.78260843e-01 1.09495798e-01
9.36080892e-02 -6.41185456e-02 -1.27199518e-01 1.21230421e-01
8.23300703e-02 4.67541642e-02]
[ 5.97753058e-02 -1.85815862e-02 8.79869654e-02 8.86049860e-02
3.22164967e-02 -1.67666045e-02 2.08366844e-01 1.20055644e-01
-2.61630419e-02 -5.83609474e-02]
[ 1.10843041e-02 -1.39506219e-01 -2.91717140e-01 -4.99948683e-02
1.03905346e-01 -9.33053891e-02 1.28991404e-01 1.63005760e-01
1.08997412e-01 -2.86662950e-02]
[ 5.20365059e-02 -3.15856582e-02 -1.14559963e-01 5.15690685e-02
-1.31314211e-01 3.19205978e-01 2.66807283e-01 2.04861041e-01
-1.54391230e-01 -5.38647812e-02]
[ 2.72701196e-03 -9.30300029e-03 1.23065314e-01 1.08145255e-01
7.35304378e-03 1.05039304e-01 -1.00887203e-01 -4.17742487e-02
2.17003363e-01 8.30891339e-02]
[ 1.13431293e-01 7.82196481e-02 -4.33094359e-02 -9.33418112e-02
-1.11520458e-01 -3.31361386e-01 1.19723207e-01 8.75541302e-03
1.47173182e-01 9.37204383e-02]
[ -1.04895798e-01 -5.41664847e-02 -1.66534596e-02 1.96040107e-02
-1.06001132e-02 -2.03728634e-01 -5.38325502e-02 -2.04340607e-02
1.55583856e-02 1.23972624e-01]
[ -1.64797438e-01 -1.33102707e-01 -2.05022252e-01 -2.73988339e-02
-2.83509010e-01 2.51137842e-03 6.54796131e-02 -2.59146750e-02
-1.47325031e-02 3.45100262e-02]
[ -3.09669578e-02 -1.31767174e-01 -7.50974008e-02 -1.26389713e-01
5.28320285e-01 2.75626241e-01 5.98697598e-01 1.13016384e-01
-1.81573432e-01 -3.79414439e-01]
[ -1.67512247e-02 -4.39138972e-01 -3.07139509e-02 -7.20121950e-02
6.55812119e-01 1.00063034e-01 5.65671374e-01 9.14194954e-02
3.08624055e-02 -3.86956881e-01]
[ 1.04048808e-02 -4.97126566e-01 -4.39269396e-02 -1.07235262e-01
6.76678159e-01 2.30846636e-02 5.34359737e-01 4.85012665e-02
-3.64425119e-01 -2.20355110e-01]
[ -1.74482487e-01 -6.38203368e-01 -1.06258501e-02 -2.05548143e-01
7.77899016e-01 -9.05647426e-02 6.60858107e-01 -8.32844673e-02
-6.93382076e-02 8.41549779e-02]
[ -3.02387522e-01 -4.61563951e-01 5.36332313e-02 -5.31325225e-02
9.24851884e-01 1.43473302e-01 4.73651218e-01 4.69928783e-02
-9.30377749e-02 -1.41291393e-01]
[ -2.11608135e-01 -3.44346637e-01 2.49953582e-01 -2.47545039e-01
6.79508708e-01 -4.33989324e-02 7.26752653e-01 1.25197987e-02
-2.61016785e-01 -3.12719206e-02]
[ -1.39160242e-01 -2.51915040e-01 -1.84122708e-01 -1.11684841e-01
5.16124923e-01 -2.27178655e-01 2.06666631e-01 1.67847603e-01
-1.70674422e-02 -1.28384690e-01]
[ 1.01850043e-01 2.46866270e-01 1.59820898e-01 -1.04936930e-01
-6.95424561e-02 5.41789843e-02 -1.46153075e-01 2.81553617e-01
6.43830986e-02 1.69411480e-01]
[ 3.56047011e-01 3.57613529e-01 -7.95419528e-02 3.18877248e-01
-9.09756881e-01 -2.89295684e-01 -4.98825575e-01 1.77820338e-01
3.93539982e-01 -1.73489762e-02]
[ 4.71325912e-02 1.26237645e-01 2.53416380e-01 2.47537540e-01
-5.58917875e-02 -1.96313552e-01 -1.75597646e-01 -1.33115802e-01
-1.39568177e-01 -2.90272528e-01]
[ 1.51615718e-02 -9.14582337e-02 -1.22537232e-01 -6.68988286e-02
2.47964854e-01 4.32980629e-02 1.05858939e-02 -1.86000729e-01
2.30185628e-02 1.94613577e-01]
[ -5.17205155e-03 -6.71132744e-02 -6.98854501e-02 -6.18113139e-02
-5.01917380e-04 -1.75479563e-01 9.73263574e-02 9.02603658e-03
2.84773876e-02 -6.27951818e-03]
[ 2.94259673e-02 8.59940098e-02 2.43776938e-01 7.35862978e-02
-2.30832845e-01 -1.36433029e-01 9.64842003e-02 3.92972469e-02
-1.86305868e-01 1.05571441e-01]
[ 7.47520700e-02 5.06568425e-02 1.07928606e-01 9.15503496e-03
-2.46832249e-01 6.70554431e-02 4.43649529e-02 -2.70976293e-01
-1.63358558e-02 -8.61901639e-02]
[ -5.28944552e-03 1.17818881e-01 8.62749681e-02 -2.48701657e-02
-7.35111069e-02 1.77849145e-01 7.36923886e-02 1.18576373e-01
-1.71039524e-02 1.77429353e-01]
[ 2.25887812e-01 9.23655808e-02 3.00510337e-02 8.49627350e-02
4.71141217e-03 -2.55184468e-02 -1.95345079e-01 1.48652895e-01
-5.10973922e-02 -1.56179759e-02]
[ 4.68998483e-02 2.47190764e-02 1.84436645e-02 4.62175088e-02
-4.39752171e-01 -1.24722787e-01 -2.27733140e-01 4.13082129e-02
1.22256010e-01 1.96507855e-01]
[ 6.22143433e-02 5.17928349e-01 1.29328075e-01 4.41875377e-01
-1.24483611e+00 -3.06429621e-01 -5.94077453e-01 -7.05217050e-02
3.04476267e-01 3.49375142e-01]
[ 1.80557974e-01 5.01617885e-01 6.82044007e-02 4.34184162e-01
-1.01395522e+00 -8.42597541e-02 -4.39434337e-01 1.51497232e-01
2.16254026e-01 4.82943392e-01]
[ 2.52443349e-01 3.25351743e-01 2.47076412e-01 1.51660287e-01
-4.87391476e-01 7.96120605e-02 -2.29453900e-01 1.62537573e-01
2.43041120e-01 8.20203187e-02]
[ -7.51267950e-02 2.30057853e-01 2.40633397e-01 1.46701995e-02
-4.79607774e-02 1.31132516e-01 -1.06839304e-01 -1.54278000e-02
-3.40247394e-02 4.83826719e-02]
[ -9.93717838e-02 5.69571837e-03 2.43277510e-02 9.27980195e-02
-5.99053587e-02 1.15808521e-01 2.39790349e-01 1.98856276e-02
-2.74969365e-01 -9.34129956e-02]
[ -2.21712154e-01 -3.48439551e-02 -9.40168091e-02 -3.44934207e-01
1.83874843e-01 1.19269963e-01 1.08352516e-01 1.03272391e-01
-2.07193796e-01 3.22850816e-02]
[ 9.20711933e-03 -4.12439581e-01 -1.28129220e-01 -1.62509582e-01
3.73613286e-01 2.56767085e-02 1.96691441e-01 1.52247951e-01
-1.66202880e-01 -2.23415323e-01]
[ 1.07735250e-01 -2.36766054e-01 -1.57871103e-01 -2.47527244e-02
-5.79127605e-02 -4.54693357e-02 1.08712751e-01 -1.55077370e-01
1.13578609e-01 -1.62175612e-01]
[ -1.15721850e-01 3.50395550e-02 2.65234075e-01 -2.21896993e-03
1.59406358e-01 7.86937864e-02 6.27961070e-02 -2.97083699e-01
-1.09344684e-01 -5.64126076e-02]
[ -3.41759223e-01 9.42906007e-03 1.72187299e-02 -1.70171410e-02
1.45404716e-01 -1.77895815e-01 1.67039646e-02 2.34694169e-01
-7.74716600e-02 8.28992646e-02]
[ 1.49006381e-01 -2.61435088e-03 -2.31791960e-01 -7.29021745e-02
1.05369588e-01 -3.01233501e-01 8.17790828e-02 -1.66588370e-01
7.09002938e-03 -1.79749576e-01]
[ 2.09218862e-01 -2.17283869e-01 6.36065815e-02 -2.62318928e-02
1.09391891e-01 -3.63305437e-02 6.69356880e-02 -1.37258941e-01
1.10256747e-01 -1.81415946e-01]
[ -1.03940743e-01 -8.26974994e-02 1.21924919e-01 1.10514180e-01
2.79509132e-02 -1.15159806e-01 2.57073750e-01 -7.81935013e-02
1.83045608e-01 -1.16314371e-03]
[ -2.97269239e-02 -2.09082879e-01 1.87754515e-01 -2.88164080e-01
-1.69528813e-01 1.27329161e-01 1.04344572e-01 -1.21513642e-01
-2.33295526e-03 1.92553366e-01]]
[[ 0.63040316]
[ 1.72880877]
[ 0.24043459]
[ 0.88477151]
[-2.77357656]
[-0.26672382]
[-1.74776168]
[ 0.08083593]
[ 0.69821905]
[ 0.88865295]]
Progress: 44.4% ... Training loss: 0.267 ... Validation loss: 0.445[[ 1.66901236e-01 2.60114151e-01 -1.02755254e-01 1.13667222e-01
-5.09518636e-01 -7.26853095e-02 -8.65711450e-02 1.20857740e-01
-5.01728292e-02 2.06082603e-01]
[ 1.07313813e-02 1.37061141e-01 -2.04480750e-02 4.24235549e-02
8.75253964e-02 -5.68314530e-03 3.25617281e-01 4.07025341e-02
1.39369822e-01 -3.20357308e-02]
[ 1.96348618e-01 7.81500445e-01 1.12721486e-02 -5.34153071e-02
7.26954976e-01 -2.07959933e-02 -9.17379069e-01 -4.13909236e-02
5.13609097e-02 2.84076601e-01]
[ 5.14044950e-02 -3.97855189e-01 -1.94033907e-01 1.91523933e-01
-9.08309634e-03 1.27569676e-01 2.24245871e-01 6.47537708e-02
1.31294669e-01 2.96111316e-01]
[ -3.49072689e-02 5.02515739e-02 -1.52861944e-01 2.70608183e-02
-1.91057253e-02 -1.76465606e-01 1.06033375e-01 -1.18738217e-01
-2.05646474e-01 -6.16844718e-02]
[ -3.94434671e-01 -6.63819821e-01 -3.01121815e-01 1.53332354e-01
-1.49377009e-01 4.10550533e-02 3.67369311e-01 -3.94446452e-02
-2.88667157e-02 -2.96450834e-02]
[ -2.66084645e-03 -2.38168782e-01 1.05254241e-02 9.39521430e-02
-2.56728114e-02 -7.27358119e-02 1.75766875e-01 -1.91116570e-01
2.00142974e-01 4.08099095e-02]
[ 1.09990193e-01 -2.68436245e-01 3.24209251e-02 -7.21046113e-02
-3.92294403e-03 -4.86983607e-02 7.95675239e-02 1.18028186e-01
8.01588070e-02 -2.03272904e-02]
[ -1.83623031e-01 -1.90384389e-01 -3.05219059e-01 -3.05313964e-02
-1.77145410e-02 7.14702355e-02 -8.76306002e-02 -3.04968225e-02
2.59354143e-01 -1.43222878e-01]
[ 3.07333282e-02 -4.32222438e-01 7.68949727e-02 -9.61848979e-03
-1.98695689e-01 -1.09736500e-01 2.26462665e-01 -1.09814977e-01
-1.48659547e-03 6.85100423e-02]
[ -8.19155374e-02 -1.09221423e-01 3.50096147e-03 -1.33740221e-01
-7.99472271e-02 1.25379839e-02 2.19940286e-01 -1.02657580e-01
-3.91196124e-03 -1.14765994e-01]
[ -1.24406158e-01 -2.21366040e-01 -7.04509586e-02 6.82557148e-03
3.45351140e-01 1.00483969e-01 1.72872937e-01 -1.64102113e-02
-1.68582560e-01 -2.11920436e-01]
[ -1.58296666e-01 2.61608523e-03 6.12844086e-02 1.99480485e-02
-1.69624156e-01 -2.19087343e-01 -1.75281500e-01 -1.97199158e-01
8.51909440e-02 1.71927399e-01]
[ -2.82750715e-01 -3.48039260e-01 9.51894486e-02 2.15773808e-01
-1.38410077e-01 -6.46131905e-02 1.02620578e-01 -2.60949794e-01
-2.73336392e-01 -8.87150471e-02]
[ 9.71742803e-02 -2.06459637e-01 -2.42394801e-02 1.11999253e-01
-5.58872633e-02 -8.72260350e-02 2.57144828e-01 2.17531532e-03
2.21197842e-02 -2.40745172e-03]
[ 4.24969644e-02 -1.04789014e-01 -2.08703365e-01 1.58854180e-01
-8.99056535e-02 7.95492076e-02 -3.91292840e-02 -1.93832309e-02
-8.20618294e-02 4.00634448e-03]
[ -1.15491133e-01 -7.78349340e-02 -1.99756418e-01 1.65282445e-01
-1.21962253e-02 1.31340218e-01 4.04650883e-03 -2.49980294e-01
7.85539551e-02 -1.87521995e-01]
[ -5.96308349e-02 -3.56227746e-02 2.79240484e-01 1.13030962e-01
8.35737345e-02 -6.51860549e-02 -1.33878520e-01 1.21565340e-01
8.50824089e-02 5.02459673e-02]
[ 5.96669856e-02 -1.89346980e-02 8.79098035e-02 8.83614150e-02
3.28161421e-02 -1.67226643e-02 2.08927617e-01 1.20034562e-01
-2.62894520e-02 -5.86352438e-02]
[ 1.03821904e-02 -1.41582194e-01 -2.92034531e-01 -5.11283020e-02
1.06663934e-01 -9.29749735e-02 1.30649459e-01 1.62903526e-01
1.08143318e-01 -2.96420564e-02]
[ 5.19711485e-02 -3.17659188e-02 -1.14587466e-01 5.14738326e-02
-1.30931395e-01 3.19223102e-01 2.66788435e-01 2.04852991e-01
-1.54444399e-01 -5.39202931e-02]
[ 1.10753981e-03 -1.36502859e-02 1.22431606e-01 1.05853992e-01
1.28690336e-02 1.05738490e-01 -9.64960978e-02 -4.19838161e-02
2.15229991e-01 8.08620898e-02]
[ 1.13957995e-01 7.94160699e-02 -4.31238887e-02 -9.26059949e-02
-1.13782070e-01 -3.31568526e-01 1.18515070e-01 8.82035439e-03
1.47779578e-01 9.43818460e-02]
[ -1.04905629e-01 -5.46323749e-02 -1.66218456e-02 1.96400519e-02
-1.08860412e-02 -2.03741735e-01 -5.35015200e-02 -2.04310716e-02
1.56036192e-02 1.23994335e-01]
[ -1.64760465e-01 -1.33103782e-01 -2.04993309e-01 -2.73118529e-02
-2.83431692e-01 2.48512625e-03 6.54728663e-02 -2.59082996e-02
-1.46678090e-02 3.45952709e-02]
[ -3.13340648e-02 -1.32645434e-01 -7.52436410e-02 -1.26928062e-01
5.29822841e-01 2.75781418e-01 5.99518206e-01 1.12967631e-01
-1.81988328e-01 -3.79927914e-01]
[ -1.62826962e-02 -4.38497854e-01 -3.05312558e-02 -7.13239826e-02
6.53662285e-01 9.98527022e-02 5.64954875e-01 9.14838363e-02
3.14078209e-02 -3.86300209e-01]
[ 1.00930858e-02 -4.97788316e-01 -4.40467910e-02 -1.07691502e-01
6.77797201e-01 2.32205837e-02 5.35090720e-01 4.84599859e-02
-3.64772062e-01 -2.20784474e-01]
[ -1.74405253e-01 -6.38028621e-01 -1.05957538e-02 -2.05426883e-01
7.77600281e-01 -9.05957885e-02 6.60708674e-01 -8.32790791e-02
-6.92455909e-02 8.42783411e-02]
[ -3.02364091e-01 -4.61639958e-01 5.36408649e-02 -5.31265792e-02
9.25140577e-01 1.43467137e-01 4.73626847e-01 4.69953720e-02
-9.30170514e-02 -1.41270848e-01]
[ -2.11566261e-01 -3.44300612e-01 2.49967523e-01 -2.47487713e-01
6.79390435e-01 -4.34210029e-02 7.26640710e-01 1.25264827e-02
-2.60971047e-01 -3.12144132e-02]
[ -1.38632065e-01 -2.51110946e-01 -1.83913016e-01 -1.10843153e-01
5.13645333e-01 -2.27424476e-01 2.05574487e-01 1.67923505e-01
-1.64288846e-02 -1.27578563e-01]
[ 1.02337472e-01 2.47888488e-01 1.60010651e-01 -1.04236401e-01
-7.20085881e-02 5.39622702e-02 -1.47338414e-01 2.81617476e-01
6.49068576e-02 1.70028415e-01]
[ 3.55249125e-01 3.54575104e-01 -7.99048907e-02 3.17400550e-01
-9.05413491e-01 -2.88904194e-01 -4.96752528e-01 1.77702100e-01
3.92613221e-01 -1.85144669e-02]
[ 4.71527179e-02 1.26243669e-01 2.53426306e-01 2.47561493e-01
-5.59855540e-02 -1.96322406e-01 -1.75623562e-01 -1.33113006e-01
-1.39532819e-01 -2.90236364e-01]
[ 1.48946524e-02 -9.21392826e-02 -1.22627712e-01 -6.72385488e-02
2.48919844e-01 4.34053239e-02 1.11463016e-02 -1.86034036e-01
2.27245543e-02 1.94252336e-01]
[ -4.53254970e-03 -6.55288922e-02 -6.96596905e-02 -6.09162886e-02
-3.27859115e-03 -1.75756857e-01 9.58382821e-02 9.10958467e-03
2.91327191e-02 -5.39743837e-03]
[ 2.99481543e-02 8.71992410e-02 2.43971137e-01 7.43160707e-02
-2.32308900e-01 -1.36646599e-01 9.52734043e-02 3.93629835e-02
-1.85764743e-01 1.06294092e-01]
[ 7.49689230e-02 5.10406484e-02 1.07998854e-01 9.46508498e-03
-2.47788356e-01 6.69506441e-02 4.39959074e-02 -2.70944286e-01
-1.60835268e-02 -8.59419017e-02]
[ -5.29495752e-03 1.18116117e-01 8.62800954e-02 -2.48889981e-02
-7.35276536e-02 1.77852787e-01 7.35834647e-02 1.18576218e-01
-1.71135340e-02 1.77373171e-01]
[ 2.25562374e-01 9.16431477e-02 2.99362140e-02 8.45356123e-02
5.96317045e-03 -2.53871234e-02 -1.94762086e-01 1.48616086e-01
-5.14478453e-02 -1.59953397e-02]
[ 4.68714347e-02 2.47368459e-02 1.84258283e-02 4.61639982e-02
-4.39769302e-01 -1.24709406e-01 -2.27726531e-01 4.13043739e-02
1.22215573e-01 1.96470406e-01]
[ 6.22143433e-02 5.17928349e-01 1.29328075e-01 4.41875377e-01
-1.24483611e+00 -3.06429621e-01 -5.94077453e-01 -7.05217050e-02
3.04476267e-01 3.49375142e-01]
[ 1.80886189e-01 5.02554435e-01 6.83255879e-02 4.34639296e-01
-1.01529021e+00 -8.43943691e-02 -4.40491519e-01 1.51540120e-01
2.16623627e-01 4.83398359e-01]
[ 2.52320691e-01 3.25064043e-01 2.47030578e-01 1.51495916e-01
-4.86977279e-01 7.96650588e-02 -2.29114609e-01 1.62521737e-01
2.42944687e-01 8.18540558e-02]
[ -7.50894448e-02 2.30161142e-01 2.40648331e-01 1.47240794e-02
-4.81099494e-02 1.31116213e-01 -1.06927966e-01 -1.54227880e-02
-3.39822376e-02 4.84374182e-02]
[ -9.94902065e-02 5.58954778e-03 2.42761508e-02 9.26178937e-02
-5.96444588e-02 1.15861853e-01 2.39861366e-01 1.98691035e-02
-2.75087464e-01 -9.35792732e-02]
[ -2.21943211e-01 -3.54896964e-02 -9.41035708e-02 -3.45253066e-01
1.84795778e-01 1.19365494e-01 1.09002726e-01 1.03245147e-01
-2.07448434e-01 3.19752252e-02]
[ 9.43591583e-03 -4.11949140e-01 -1.28037065e-01 -1.62169182e-01
3.72655291e-01 2.55742121e-02 1.96045211e-01 1.52278948e-01
-1.65930876e-01 -2.23070102e-01]
[ 1.07841328e-01 -2.36989849e-01 -1.57859437e-01 -2.46849826e-02
-5.85663797e-02 -4.55003433e-02 1.08907877e-01 -1.55075258e-01
1.13637827e-01 -1.62178968e-01]
[ -1.16273070e-01 3.38482085e-02 2.65006612e-01 -3.04006292e-03
1.61588317e-01 7.89332583e-02 6.40313787e-02 -2.97155777e-01
-1.09991466e-01 -5.71830865e-02]
[ -3.42122197e-01 8.18729767e-03 1.70932008e-02 -1.74438241e-02
1.47124020e-01 -1.77757811e-01 1.78110119e-02 2.34655157e-01
-7.78314916e-02 8.24988341e-02]
[ 1.49699227e-01 -1.31925067e-03 -2.31511367e-01 -7.19504973e-02
1.03250593e-01 -3.01582978e-01 7.97423630e-02 -1.66480349e-01
7.90226127e-03 -1.78749068e-01]
[ 2.10864290e-01 -2.13349181e-01 6.42519302e-02 -2.38762517e-02
1.02501783e-01 -3.70212879e-02 6.26067641e-02 -1.37044167e-01
1.12082229e-01 -1.79036799e-01]
[ -1.03923025e-01 -8.29025690e-02 1.21936853e-01 1.10536338e-01
2.86274849e-02 -1.15163738e-01 2.57036284e-01 -7.81883692e-02
1.83039838e-01 -1.13367756e-03]
[ -3.02303009e-02 -2.10835303e-01 1.87488951e-01 -2.89064178e-01
-1.68678463e-01 1.27576819e-01 1.05770842e-01 -1.21592925e-01
-2.83469270e-03 1.91760787e-01]]
[[ 0.63260288]
[ 1.72723256]
[ 0.24390802]
[ 0.88969497]
[-2.76868102]
[-0.26330191]
[-1.73999702]
[ 0.08376352]
[ 0.70231004]
[ 0.89156072]]
Progress: 44.5% ... Training loss: 0.267 ... Validation loss: 0.449[[ 1.67122676e-01 2.59599092e-01 -1.02642418e-01 1.13711285e-01
-5.08149596e-01 -7.27351122e-02 -8.69520086e-02 1.20876369e-01
-4.98178706e-02 2.06297403e-01]
[ 9.96334730e-03 1.34994265e-01 -2.07523999e-02 4.13206221e-02
9.08001482e-02 -5.33195803e-03 3.27526269e-01 4.05896249e-02
1.38612898e-01 -3.31234894e-02]
[ 1.98867151e-01 7.86743891e-01 1.22828709e-02 -4.96907026e-02
7.13865416e-01 -2.18003017e-02 -9.22223162e-01 -4.10655835e-02
5.43758475e-02 2.87540684e-01]
[ 5.08114979e-02 -3.99374009e-01 -1.94380787e-01 1.90292220e-01
-2.95023257e-03 1.27803380e-01 2.25264022e-01 6.46647275e-02
1.30490536e-01 2.94830159e-01]
[ -3.02632312e-02 6.24155939e-02 -1.50980969e-01 3.36866104e-02
-4.05894188e-02 -1.78467277e-01 9.36388494e-02 -1.18109639e-01
-2.00748032e-01 -5.52832553e-02]
[ -3.93652653e-01 -6.62246519e-01 -3.00853426e-01 1.54161390e-01
-1.50539884e-01 4.07234458e-02 3.64945660e-01 -3.93405354e-02
-2.80681569e-02 -2.85993391e-02]
[ -2.87715267e-03 -2.39371974e-01 1.04569387e-02 9.36710433e-02
-2.52703434e-02 -7.25631252e-02 1.76659211e-01 -1.91158292e-01
2.00152670e-01 4.04087470e-02]
[ 1.10631211e-01 -2.67048731e-01 3.26729741e-02 -7.11120362e-02
-7.40694095e-03 -4.89682578e-02 7.82799408e-02 1.18116404e-01
8.08002239e-02 -1.94116053e-02]
[ -1.83066548e-01 -1.89532376e-01 -3.05016413e-01 -2.97557559e-02
-1.98990237e-02 7.12528844e-02 -8.84960885e-02 -3.04253063e-02
2.59962742e-01 -1.42413900e-01]
[ 3.18117445e-02 -4.30575914e-01 7.72964026e-02 -8.29408005e-03
-2.01772349e-01 -1.10105630e-01 2.24373261e-01 -1.09672473e-01
-1.58429669e-04 6.99890823e-02]
[ -8.11763825e-02 -1.08127605e-01 3.78856248e-03 -1.32680172e-01
-8.35959981e-02 1.22225779e-02 2.18354856e-01 -1.02566462e-01
-3.08130208e-03 -1.13765524e-01]
[ -1.24460516e-01 -2.21496747e-01 -7.04853905e-02 6.75726394e-03
3.45647684e-01 1.00522336e-01 1.72863383e-01 -1.64217119e-02
-1.68683114e-01 -2.12030701e-01]
[ -1.58296666e-01 2.61608523e-03 6.12844086e-02 1.99480485e-02
-1.69624156e-01 -2.19087343e-01 -1.75281500e-01 -1.97199158e-01
8.51909440e-02 1.71927399e-01]
[ -2.82732064e-01 -3.47800613e-01 9.52079963e-02 2.15830504e-01
-1.38688684e-01 -6.46300285e-02 1.02377642e-01 -2.60947365e-01
-2.73304628e-01 -8.86962512e-02]
[ 9.73760861e-02 -2.05879037e-01 -2.41646913e-02 1.12271290e-01
-5.61142830e-02 -8.73041685e-02 2.56586161e-01 2.20168015e-03
2.23407734e-02 -2.12398331e-03]
[ 4.29425152e-02 -1.04352348e-01 -2.08571210e-01 1.59220362e-01
-9.02992803e-02 7.93472548e-02 -4.03258502e-02 -1.93203120e-02
-8.15984246e-02 4.59421379e-03]
[ -1.15690829e-01 -7.87108795e-02 -1.99809831e-01 1.64973721e-01
-1.12093280e-02 1.31447642e-01 4.31488864e-03 -2.50014724e-01
7.82902375e-02 -1.87757143e-01]
[ -6.01038012e-02 -3.70553076e-02 2.79070622e-01 1.12458458e-01
8.50091348e-02 -6.49413793e-02 -1.32250605e-01 1.21495575e-01
8.48180724e-02 4.95603338e-02]
[ 6.04410123e-02 -1.71873036e-02 8.82001687e-02 8.94461599e-02
2.93603984e-02 -1.70405566e-02 2.07174203e-01 1.20142543e-01
-2.53999446e-02 -5.76342029e-02]
[ 1.12176385e-02 -1.39307817e-01 -2.91706227e-01 -4.99140605e-02
1.02914891e-01 -9.33066052e-02 1.28691468e-01 1.63011129e-01
1.08996264e-01 -2.84676911e-02]
[ 5.19662599e-02 -3.20315943e-02 -1.14597313e-01 5.14969654e-02
-1.31128634e-01 3.19212069e-01 2.66821386e-01 2.04857597e-01
-1.54476112e-01 -5.39242651e-02]
[ 2.73320809e-04 -1.57507900e-02 1.22108865e-01 1.04682236e-01
1.64064458e-02 1.06089377e-01 -9.42726697e-02 -4.20975297e-02
2.14361075e-01 7.97248552e-02]
[ 1.14686298e-01 8.09954785e-02 -4.28575613e-02 -9.16390408e-02
-1.16668223e-01 -3.31850463e-01 1.16882526e-01 8.91247647e-03
1.48517393e-01 9.53936991e-02]
[ -1.04631925e-01 -5.41352586e-02 -1.65154346e-02 2.00396587e-02
-1.21184409e-02 -2.03855166e-01 -5.40374047e-02 -2.03939289e-02
1.59069899e-02 1.24391046e-01]
[ -1.64762971e-01 -1.33173699e-01 -2.04999746e-01 -2.73263118e-02
-2.83400457e-01 2.48881975e-03 6.55138099e-02 -2.59094358e-02
-1.46806523e-02 3.45523990e-02]
[ -3.15816673e-02 -1.33530733e-01 -7.53480053e-02 -1.27300065e-01
5.30868042e-01 2.75891711e-01 6.00388902e-01 1.12932806e-01
-1.82275117e-01 -3.80299468e-01]
[ -1.69556123e-02 -4.40490024e-01 -3.07915689e-02 -7.22609670e-02
6.56402918e-01 1.00130096e-01 5.66916208e-01 9.14001457e-02
3.06859140e-02 -3.87170729e-01]
[ 9.92642915e-03 -4.98432120e-01 -4.41242808e-02 -1.07956424e-01
6.78669204e-01 2.33044817e-02 5.35620229e-01 4.84345847e-02
-3.64976512e-01 -2.21018076e-01]
[ -1.74537567e-01 -6.38489299e-01 -1.06416273e-02 -2.05589694e-01
7.78239279e-01 -9.05443715e-02 6.61140016e-01 -8.32945453e-02
-6.93606626e-02 8.41650082e-02]
[ -3.02563404e-01 -4.61989507e-01 5.35645896e-02 -5.34094962e-02
9.25970932e-01 1.43550648e-01 4.74074539e-01 4.69687124e-02
-9.32184851e-02 -1.41539588e-01]
[ -2.11625855e-01 -3.44482086e-01 2.49942154e-01 -2.47580326e-01
6.79698354e-01 -4.33928213e-02 7.26796364e-01 1.25179634e-02
-2.61049081e-01 -3.12999212e-02]
[ -1.38550932e-01 -2.50899396e-01 -1.83882934e-01 -1.10731927e-01
5.13281035e-01 -2.27455834e-01 2.05311742e-01 1.67932403e-01
-1.63462371e-02 -1.27478605e-01]
[ 1.01649062e-01 2.46483759e-01 1.59761060e-01 -1.05163458e-01
-6.95161618e-02 5.42394722e-02 -1.45960455e-01 2.81530914e-01
6.41089270e-02 1.69047439e-01]
[ 3.56763129e-01 3.57661606e-01 -7.93334232e-02 3.19355559e-01
-9.09184803e-01 -2.89513643e-01 -5.00569623e-01 1.77896923e-01
3.94283160e-01 -1.64692908e-02]
[ 4.70565034e-02 1.25864317e-01 2.53387799e-01 2.47407580e-01
-5.52860770e-02 -1.96282936e-01 -1.75405527e-01 -1.33128097e-01
-1.39663085e-01 -2.90379058e-01]
[ 1.48459317e-02 -9.21763269e-02 -1.22645389e-01 -6.72920284e-02
2.48682261e-01 4.34298734e-02 1.10919924e-02 -1.86040093e-01
2.26751674e-02 1.94173617e-01]
[ -4.84360060e-03 -6.62328551e-02 -6.97838531e-02 -6.13592924e-02
-1.88017985e-03 -1.75622310e-01 9.66328182e-02 9.06726261e-03
2.87762163e-02 -5.81253681e-03]
[ 2.97673125e-02 8.67445374e-02 2.43899030e-01 7.40504246e-02
-2.31753016e-01 -1.36576032e-01 9.58745465e-02 3.93399452e-02
-1.85934335e-01 1.06075719e-01]
[ 7.53132608e-02 5.16212245e-02 1.08139955e-01 9.96275883e-03
-2.49267908e-01 6.68044433e-02 4.33097493e-02 -2.70898337e-01
-1.56957328e-02 -8.54450831e-02]
[ -4.48682554e-03 1.19793091e-01 8.65866967e-02 -2.37887677e-02
-7.69008020e-02 1.77520458e-01 7.15004723e-02 1.18670785e-01
-1.62451386e-02 1.78487617e-01]
[ 2.25564788e-01 9.17258953e-02 2.99307044e-02 8.45209900e-02
5.75150265e-03 -2.53858010e-02 -1.94835834e-01 1.48615153e-01
-5.14576554e-02 -1.60115302e-02]
[ 4.75465739e-02 2.64220252e-02 1.86917449e-02 4.71331621e-02
-4.42608666e-01 -1.24967324e-01 -2.29239467e-01 4.13868710e-02
1.22981901e-01 1.97408258e-01]
[ 6.23861761e-02 5.18164428e-01 1.29401560e-01 4.42081311e-01
-1.24582766e+00 -3.06496470e-01 -5.94291517e-01 -7.04944253e-02
3.04668866e-01 3.49521795e-01]
[ 1.81484385e-01 5.03643469e-01 6.85907825e-02 4.35631585e-01
-1.01826291e+00 -8.46512445e-02 -4.41481559e-01 1.51632517e-01
2.17477487e-01 4.84291712e-01]
[ 2.52496536e-01 3.25719162e-01 2.47090028e-01 1.51759264e-01
-4.87909433e-01 7.95918684e-02 -2.29756948e-01 1.62544504e-01
2.43160057e-01 8.20939601e-02]
[ -7.48234037e-02 2.31035194e-01 2.40730826e-01 1.50463696e-02
-4.92855599e-02 1.31025749e-01 -1.07785367e-01 -1.53915055e-02
-3.37271636e-02 4.87489572e-02]
[ -9.92036150e-02 6.27536619e-03 2.43713521e-02 9.30220634e-02
-6.08451247e-02 1.15739846e-01 2.39215391e-01 1.99081069e-02
-2.74794214e-01 -9.31686744e-02]
[ -2.22138452e-01 -3.58263918e-02 -9.41744067e-02 -3.45550222e-01
1.85491144e-01 1.19454259e-01 1.09319461e-01 1.03219939e-01
-2.07670967e-01 3.16819625e-02]
[ 9.27433925e-03 -4.12373675e-01 -1.28105385e-01 -1.62407236e-01
3.73499338e-01 2.56435652e-02 1.96495993e-01 1.52255377e-01
-1.66114152e-01 -2.23308586e-01]
[ 1.08423113e-01 -2.35624660e-01 -1.57629093e-01 -2.37878046e-02
-6.18046174e-02 -4.57241793e-02 1.07719782e-01 -1.54997567e-01
1.14316729e-01 -1.61325936e-01]
[ -1.17569246e-01 3.02796028e-02 2.64495961e-01 -4.98340730e-03
1.67654937e-01 7.94960867e-02 6.69702231e-02 -2.97334490e-01
-1.11364386e-01 -5.90250622e-02]
[ -3.40666382e-01 1.19318772e-02 1.76754552e-02 -1.53564960e-02
1.41868089e-01 -1.78368763e-01 1.42632567e-02 2.34848916e-01
-7.61924191e-02 8.43748560e-02]
[ 1.49312368e-01 -2.65326874e-03 -2.31666742e-01 -7.25054496e-02
1.04702952e-01 -3.01399107e-01 8.10724093e-02 -1.66530486e-01
7.46473227e-03 -1.79310940e-01]
[ 2.11588898e-01 -2.12509595e-01 6.45151672e-02 -2.29769045e-02
1.00631796e-01 -3.73199447e-02 6.12352854e-02 -1.36937048e-01
1.12915355e-01 -1.77990964e-01]
[ -1.03768665e-01 -8.22766238e-02 1.22015756e-01 1.10862424e-01
2.78657481e-02 -1.15238921e-01 2.56573302e-01 -7.81628677e-02
1.83291210e-01 -8.52304757e-04]
[ -2.97006216e-02 -2.09898342e-01 1.87654837e-01 -2.88459670e-01
-1.71500437e-01 1.27392580e-01 1.04387877e-01 -1.21546024e-01
-2.36844454e-03 1.92477619e-01]]
[[ 0.63976237]
[ 1.7367374 ]
[ 0.24753968]
[ 0.89679232]
[-2.76646216]
[-0.2610352 ]
[-1.73841267]
[ 0.0898388 ]
[ 0.70870595]
[ 0.89940347]]
Progress: 44.5% ... Training loss: 0.269 ... Validation loss: 0.442[[ 1.64849174e-01 2.54446710e-01 -1.03560853e-01 1.10297470e-01
-5.00260423e-01 -7.18342868e-02 -8.17388224e-02 1.20545203e-01
-5.23654798e-02 2.03049055e-01]
[ 9.92246198e-03 1.34961470e-01 -2.07688424e-02 4.12627320e-02
9.09619377e-02 -5.31480930e-03 3.27545975e-01 4.05835085e-02
1.38565589e-01 -3.31824898e-02]
[ 1.97049474e-01 7.82398141e-01 1.15985394e-02 -5.24317263e-02
7.23538885e-01 -2.10828877e-02 -9.18138887e-01 -4.13185084e-02
5.23625589e-02 2.84899291e-01]
[ 5.36943459e-02 -3.94826524e-01 -1.93295436e-01 1.94273501e-01
-1.11559904e-02 1.26736909e-01 2.20639222e-01 6.50336819e-02
1.33625241e-01 2.98596019e-01]
[ -3.04589894e-02 6.17332470e-02 -1.51037060e-01 3.36587841e-02
-4.01123272e-02 -1.78520157e-01 9.45698137e-02 -1.18085312e-01
-2.00763574e-01 -5.56125035e-02]
[ -3.93921920e-01 -6.62612644e-01 -3.00956562e-01 1.53769391e-01
-1.50905908e-01 4.08029297e-02 3.65162108e-01 -3.93736647e-02
-2.83435438e-02 -2.89054139e-02]
[ -5.13020117e-03 -2.45495684e-01 9.56666358e-03 9.04704518e-02
-1.68610947e-02 -7.16772150e-02 1.82276619e-01 -1.91472834e-01
1.97738094e-01 3.72692513e-02]
[ 1.11323972e-01 -2.65149170e-01 3.29503631e-02 -7.01992770e-02
-1.00853690e-02 -4.92717481e-02 7.63786106e-02 1.18210203e-01
8.15554859e-02 -1.84980853e-02]
[ -1.83302955e-01 -1.90329788e-01 -3.05101142e-01 -3.01218373e-02
-1.87606553e-02 7.13266003e-02 -8.76211883e-02 -3.04612503e-02
2.59636885e-01 -1.42852530e-01]
[ 2.86643322e-02 -4.38123811e-01 7.60391779e-02 -1.27318737e-02
-1.91719600e-01 -1.08880368e-01 2.31235266e-01 -1.10118768e-01
-3.56697210e-03 6.56566882e-02]
[ -8.09267856e-02 -1.07406842e-01 3.90229978e-03 -1.32410750e-01
-8.42519167e-02 1.20855928e-02 2.17612750e-01 -1.02531819e-01
-2.84909001e-03 -1.13515619e-01]
[ -1.23628662e-01 -2.20057298e-01 -7.01426544e-02 7.87972322e-03
3.42754017e-01 1.00169680e-01 1.71550911e-01 -1.62998762e-02
-1.67767342e-01 -2.10918892e-01]
[ -1.58296666e-01 2.61608523e-03 6.12844086e-02 1.99480485e-02
-1.69624156e-01 -2.19087343e-01 -1.75281500e-01 -1.97199158e-01
8.51909440e-02 1.71927399e-01]
[ -2.83202102e-01 -3.48485148e-01 9.50324620e-02 2.15204293e-01
-1.38352802e-01 -6.44589001e-02 1.03118515e-01 -2.61008848e-01
-2.73810334e-01 -8.92664677e-02]
[ 9.73451189e-02 -2.05760629e-01 -2.41889636e-02 1.12146893e-01
-5.59455788e-02 -8.72897246e-02 2.56471183e-01 2.19351022e-03
2.22855764e-02 -2.17777789e-03]
[ 4.29996312e-02 -1.04636944e-01 -2.08540606e-01 1.59337779e-01
-9.05665267e-02 7.93126115e-02 -4.00984638e-02 -1.93084370e-02
-8.14896218e-02 4.69906589e-03]
[ -1.15812343e-01 -7.85613156e-02 -1.99856738e-01 1.64853161e-01
-1.13936096e-02 1.31437698e-01 4.14555071e-03 -2.50010263e-01
7.81719552e-02 -1.87939339e-01]
[ -6.14650172e-02 -4.09899574e-02 2.78528876e-01 1.10479988e-01
9.04868448e-02 -6.43668546e-02 -1.28756823e-01 1.21287500e-01
8.33203426e-02 4.76151400e-02]
[ 5.97827370e-02 -1.88072703e-02 8.79367442e-02 8.84322144e-02
3.24538968e-02 -1.67519726e-02 2.08670701e-01 1.20041650e-01
-2.61131030e-02 -5.85249889e-02]
[ 1.12944853e-02 -1.39008846e-01 -2.91673242e-01 -4.98047332e-02
1.02490488e-01 -9.33527511e-02 1.28415345e-01 1.63021982e-01
1.09072465e-01 -2.84063120e-02]
[ 5.18520309e-02 -3.25716239e-02 -1.14639910e-01 5.13196292e-02
-1.30776036e-01 3.19243128e-01 2.67286701e-01 2.04842371e-01
-1.54580447e-01 -5.40707484e-02]
[ 7.62447818e-04 -1.45061102e-02 1.22305785e-01 1.05391898e-01
1.43020184e-02 1.05883899e-01 -9.53355021e-02 -4.20281033e-02
2.14920771e-01 8.03818779e-02]
[ 1.14592778e-01 8.06391328e-02 -4.28918234e-02 -9.18153080e-02
-1.16025327e-01 -3.31831177e-01 1.17276532e-01 8.89673020e-03
1.48340282e-01 9.51542838e-02]
[ -1.04491971e-01 -5.39382872e-02 -1.64570645e-02 2.02514488e-02
-1.27324425e-02 -2.03917367e-01 -5.43630489e-02 -2.03728601e-02
1.60657009e-02 1.24602736e-01]
[ -1.64742217e-01 -1.33149855e-01 -2.04990633e-01 -2.73032343e-02
-2.83374222e-01 2.48382503e-03 6.54522905e-02 -2.59073428e-02
-1.46731011e-02 3.45748605e-02]
[ -3.21513180e-02 -1.34961037e-01 -7.55771416e-02 -1.28135937e-01
5.33057879e-01 2.76118574e-01 6.01830902e-01 1.12849884e-01
-1.82929142e-01 -3.81133313e-01]
[ -1.70296982e-02 -4.40752507e-01 -3.08255759e-02 -7.23692565e-02
6.56696586e-01 1.00162226e-01 5.67129241e-01 9.13886525e-02
3.05750707e-02 -3.87281759e-01]
[ 1.00557842e-02 -4.98242350e-01 -4.40696852e-02 -1.07758138e-01
6.78110301e-01 2.32465687e-02 5.35375154e-01 4.84542506e-02
-3.64822282e-01 -2.20823808e-01]
[ -1.74457943e-01 -6.38287217e-01 -1.06049263e-02 -2.05437756e-01
7.78087719e-01 -9.05851771e-02 6.60894258e-01 -8.32823012e-02
-6.92366359e-02 8.43417692e-02]
[ -3.02104605e-01 -4.61302714e-01 5.37654503e-02 -5.26865979e-02
9.23988871e-01 1.43334928e-01 4.73178519e-01 4.70435214e-02
-9.26649588e-02 -1.40815836e-01]
[ -2.11488966e-01 -3.44329446e-01 2.49989276e-01 -2.47401654e-01
6.79093201e-01 -4.34487070e-02 7.26634169e-01 1.25379437e-02
-2.60896710e-01 -3.10914694e-02]
[ -1.38740937e-01 -2.51490235e-01 -1.83941280e-01 -1.10981597e-01
5.14044432e-01 -2.27390720e-01 2.05807737e-01 1.67904644e-01
-1.65472714e-02 -1.27739025e-01]
[ 1.01962520e-01 2.47448400e-01 1.59893223e-01 -1.04688056e-01
-7.11475464e-02 5.40999868e-02 -1.46935342e-01 2.81576676e-01
6.44754804e-02 1.69480080e-01]
[ 3.55891473e-01 3.55415099e-01 -7.97131584e-02 3.18143448e-01
-9.06792357e-01 -2.89141874e-01 -4.98374229e-01 1.77758361e-01
3.93335104e-01 -1.76721436e-02]
[ 4.70708484e-02 1.25859343e-01 2.53397898e-01 2.47436824e-01
-5.53226345e-02 -1.96293945e-01 -1.75355503e-01 -1.33126862e-01
-1.39629293e-01 -2.90373642e-01]
[ 1.49663501e-02 -9.19439248e-02 -1.22593826e-01 -6.71573903e-02
2.47982453e-01 4.33914548e-02 1.08513411e-02 -1.86031886e-01
2.28378891e-02 1.94321256e-01]
[ -4.97067090e-03 -6.65229388e-02 -6.98407604e-02 -6.15584751e-02
-1.35585905e-03 -1.75577324e-01 9.68271552e-02 9.04655426e-03
2.86204341e-02 -6.01780925e-03]
[ 2.91774446e-02 8.53810580e-02 2.43693246e-01 7.32257990e-02
-2.29588876e-01 -1.36349866e-01 9.71522381e-02 3.92571070e-02
-1.86594148e-01 1.05324912e-01]
[ 7.50924687e-02 5.12276532e-02 1.08043129e-01 9.63411549e-03
-2.48647335e-01 6.68904104e-02 4.37101421e-02 -2.70929088e-01
-1.59662626e-02 -8.57776917e-02]
[ -5.02013302e-03 1.18520048e-01 8.63814837e-02 -2.45737273e-02
-7.47723318e-02 1.77735327e-01 7.26840084e-02 1.18593459e-01
-1.68163923e-02 1.77749685e-01]
[ 2.25303953e-01 9.10565845e-02 2.98293220e-02 8.41428797e-02
6.91352385e-03 -2.52914310e-02 -1.94191091e-01 1.48577476e-01
-5.17569788e-02 -1.63908811e-02]
[ 4.75640335e-02 2.62623167e-02 1.87031030e-02 4.71787300e-02
-4.42744617e-01 -1.24988481e-01 -2.29165507e-01 4.13995680e-02
1.23015048e-01 1.97441359e-01]
[ 6.23116080e-02 5.18174919e-01 1.29360995e-01 4.41947277e-01
-1.24599884e+00 -3.06486697e-01 -5.94131601e-01 -7.04874419e-02
3.04521154e-01 3.49216159e-01]
[ 1.81915152e-01 5.05116616e-01 6.87715179e-02 4.36123355e-01
-1.01913298e+00 -8.48279218e-02 -4.42852486e-01 1.51691567e-01
2.17921194e-01 4.84921462e-01]
[ 2.52420150e-01 3.25187126e-01 2.47041185e-01 1.51579684e-01
-4.87191388e-01 7.96465135e-02 -2.29308704e-01 1.62528007e-01
2.43064451e-01 8.19411491e-02]
[ -7.46374144e-02 2.31508604e-01 2.40803255e-01 1.53134396e-02
-5.00637400e-02 1.30949555e-01 -1.08294706e-01 -1.53648132e-02
-3.35237814e-02 4.90166032e-02]
[ -9.96009470e-02 5.66078786e-03 2.42162409e-02 9.24711883e-02
-5.95305204e-02 1.15896442e-01 2.39971797e-01 1.98521452e-02
-2.75207511e-01 -9.37408169e-02]
[ -2.22061434e-01 -3.56180629e-02 -9.41438082e-02 -3.45442705e-01
1.85187721e-01 1.19422646e-01 1.09103243e-01 1.03231008e-01
-2.07581846e-01 3.17957739e-02]
[ 9.22981000e-03 -4.12524146e-01 -1.28122506e-01 -1.62470200e-01
3.73655213e-01 2.56608183e-02 1.96628818e-01 1.52249662e-01
-1.66164017e-01 -2.23367796e-01]
[ 1.06260566e-01 -2.41259091e-01 -1.58524002e-01 -2.68113715e-02
-5.51573616e-02 -4.48495390e-02 1.13232514e-01 -1.55320997e-01
1.11994487e-01 -1.64394475e-01]
[ -1.18221369e-01 2.83911329e-02 2.64246797e-01 -5.89254521e-03
1.70264270e-01 7.97280073e-02 6.86683103e-02 -2.97410341e-01
-1.12074686e-01 -5.99275114e-02]
[ -3.40059644e-01 1.34179798e-02 1.79370967e-02 -1.45261014e-02
1.39349309e-01 -1.78630529e-01 1.26573116e-02 2.34936151e-01
-7.55623567e-02 8.51940909e-02]
[ 1.48665660e-01 -3.91559649e-03 -2.31910191e-01 -7.33995707e-02
1.06694058e-01 -3.01176680e-01 8.23475723e-02 -1.66617163e-01
6.71959272e-03 -1.80252367e-01]
[ 2.12500579e-01 -2.10669353e-01 6.48794878e-02 -2.17276194e-02
9.73932708e-02 -3.77126440e-02 5.92433887e-02 -1.36803154e-01
1.13928441e-01 -1.76712365e-01]
[ -1.03919764e-01 -8.23503454e-02 1.21962674e-01 1.10557955e-01
2.87540269e-02 -1.15166348e-01 2.56602366e-01 -7.81900473e-02
1.83117484e-01 -1.02028056e-03]
[ -2.96725251e-02 -2.09753422e-01 1.87668728e-01 -2.88453966e-01
-1.71375941e-01 1.27381104e-01 1.04278097e-01 -1.21543831e-01
-2.32074409e-03 1.92489495e-01]]
[[ 0.63089619]
[ 1.72808764]
[ 0.23987762]
[ 0.88912398]
[-2.77097106]
[-0.26548371]
[-1.7434187 ]
[ 0.08468077]
[ 0.70119284]
[ 0.89270479]]
Progress: 44.5% ... Training loss: 0.266 ... Validation loss: 0.446[[ 1.62198636e-01 2.48908325e-01 -1.04615406e-01 1.06363846e-01
-4.91876302e-01 -7.06576030e-02 -7.58719755e-02 1.20162371e-01
-5.52080630e-02 1.99152734e-01]
[ 1.05758152e-02 1.36454896e-01 -2.04921605e-02 4.23031429e-02
8.81988083e-02 -5.61290704e-03 3.25890368e-01 4.06809696e-02
1.39376639e-01 -3.21705256e-02]
[ 1.99477492e-01 7.85778560e-01 1.25648732e-02 -4.90453297e-02
7.19812573e-01 -2.22060325e-02 -9.22915712e-01 -4.09762908e-02
5.53340138e-02 2.88505227e-01]
[ 5.40937001e-02 -3.93018506e-01 -1.93219836e-01 1.94855136e-01
-1.37911491e-02 1.26693786e-01 2.18977361e-01 6.50667713e-02
1.33900801e-01 2.98922641e-01]
[ -2.88861678e-02 6.62042945e-02 -1.50320275e-01 3.62105062e-02
-4.54752628e-02 -1.79324184e-01 9.02654596e-02 -1.17841098e-01
-1.99058654e-01 -5.31491275e-02]
[ -3.95233954e-01 -6.64249418e-01 -3.01494999e-01 1.51870821e-01
-1.48708709e-01 4.13871085e-02 3.67202115e-01 -3.95667734e-02
-2.98822435e-02 -3.08445707e-02]
[ -4.36438741e-03 -2.43277965e-01 9.88022934e-03 9.15828336e-02
-2.11186372e-02 -7.19836432e-02 1.80315898e-01 -1.91369165e-01
1.98632582e-01 3.81510446e-02]
[ 1.10085817e-01 -2.68580827e-01 3.24287676e-02 -7.21205410e-02
-4.79041702e-03 -4.87443118e-02 7.95796835e-02 1.18030532e-01
8.03677573e-02 -2.01046210e-02]
[ -1.83570104e-01 -1.91531452e-01 -3.05223931e-01 -3.05499605e-02
-1.88125271e-02 7.14465692e-02 -8.68183228e-02 -3.05031636e-02
2.59287970e-01 -1.43258082e-01]
[ 2.74504212e-02 -4.39814272e-01 7.55498470e-02 -1.45567368e-02
-1.90907043e-01 -1.08371145e-01 2.33215678e-01 -1.10299355e-01
-4.79545305e-03 6.38354236e-02]
[ -8.14635806e-02 -1.08980079e-01 3.64513133e-03 -1.33340903e-01
-8.25981420e-02 1.23595321e-02 2.19076386e-01 -1.02619357e-01
-3.44318680e-03 -1.14326839e-01]
[ -1.23929480e-01 -2.20845977e-01 -7.02654099e-02 7.49916447e-03
3.43470423e-01 1.00311672e-01 1.72190087e-01 -1.63427749e-02
-1.68125619e-01 -2.11355860e-01]
[ -1.58296666e-01 2.61608523e-03 6.12844086e-02 1.99480485e-02
-1.69624156e-01 -2.19087343e-01 -1.75281500e-01 -1.97199158e-01
8.51909440e-02 1.71927399e-01]
[ -2.83605609e-01 -3.48858775e-01 9.48474894e-02 2.14545327e-01
-1.37730576e-01 -6.42566131e-02 1.03631120e-01 -2.61075624e-01
-2.74340303e-01 -8.99156420e-02]
[ 9.67608970e-02 -2.06712813e-01 -2.44150623e-02 1.11363710e-01
-5.41776173e-02 -8.70481422e-02 2.57399233e-01 2.11321030e-03
2.16491076e-02 -2.99632819e-03]
[ 4.26826067e-02 -1.05186079e-01 -2.08655771e-01 1.58886453e-01
-8.96964075e-02 7.94368490e-02 -3.95122811e-02 -1.93489918e-02
-8.18546801e-02 4.28090790e-03]
[ -1.16379627e-01 -7.97759397e-02 -2.00066290e-01 1.64114756e-01
-1.01153809e-02 1.31682325e-01 5.64669678e-03 -2.50089738e-01
7.76097879e-02 -1.88778711e-01]
[ -6.06750134e-02 -3.91869607e-02 2.78832682e-01 1.11536131e-01
8.73903131e-02 -6.46874225e-02 -1.30518231e-01 1.21393077e-01
8.41636251e-02 4.85280886e-02]
[ 6.06407283e-02 -1.65966800e-02 8.82709570e-02 8.96822097e-02
2.90657308e-02 -1.71090702e-02 2.06384316e-01 1.20158505e-01
-2.51411810e-02 -5.72825362e-02]
[ 1.03517417e-02 -1.41456741e-01 -2.92075878e-01 -5.13650191e-02
1.06785343e-01 -9.29544187e-02 1.30295191e-01 1.62878435e-01
1.08091622e-01 -2.97665527e-02]
[ 5.22109422e-02 -3.19324077e-02 -1.14477516e-01 5.19250687e-02
-1.32644099e-01 3.19079665e-01 2.66754237e-01 2.04901441e-01
-1.54096428e-01 -5.34700027e-02]
[ -1.81732104e-04 -1.69205993e-02 1.21922461e-01 1.03994165e-01
1.85447897e-02 1.06302951e-01 -9.28252521e-02 -4.21622474e-02
2.13873671e-01 7.91005865e-02]
[ 1.15390781e-01 8.23443234e-02 -4.26102447e-02 -9.06862876e-02
-1.19410551e-01 -3.32163371e-01 1.15312793e-01 9.00209195e-03
1.49160188e-01 9.62591871e-02]
[ -1.05209261e-01 -5.59012584e-02 -1.67319944e-02 1.92283833e-02
-1.10643994e-02 -2.03621671e-01 -5.23695578e-02 -2.04715469e-02
1.53349320e-02 1.23593942e-01]
[ -1.65122400e-01 -1.33645301e-01 -2.05145200e-01 -2.78664432e-02
-2.83197704e-01 2.65648772e-03 6.61679407e-02 -2.59617467e-02
-1.51207097e-02 3.40199391e-02]
[ -3.21201984e-02 -1.35011780e-01 -7.55684017e-02 -1.28082923e-01
5.32926764e-01 2.76100237e-01 6.01879875e-01 1.12855919e-01
-1.82901573e-01 -3.81114065e-01]
[ -1.71768975e-02 -4.41058587e-01 -3.08862185e-02 -7.25943538e-02
6.57384861e-01 1.00228946e-01 5.67529416e-01 9.13673218e-02
3.04138515e-02 -3.87507162e-01]
[ 1.01266081e-02 -4.98204548e-01 -4.40421186e-02 -1.07679108e-01
6.77859746e-01 2.32177944e-02 5.35264198e-01 4.84624310e-02
-3.64737722e-01 -2.20713276e-01]
[ -1.74809691e-01 -6.39068755e-01 -1.07475887e-02 -2.05965062e-01
7.79467261e-01 -9.04265164e-02 6.61803935e-01 -8.33335696e-02
-6.96366001e-02 8.39002447e-02]
[ -3.02121086e-01 -4.61310671e-01 5.37577411e-02 -5.27211384e-02
9.24466255e-01 1.43353543e-01 4.73073420e-01 4.70389368e-02
-9.27270046e-02 -1.40848785e-01]
[ -2.11681762e-01 -3.44654402e-01 2.49910300e-01 -2.47698260e-01
6.79761872e-01 -4.33638458e-02 7.26941139e-01 1.25093242e-02
-2.61127599e-01 -3.13868757e-02]
[ -1.38719260e-01 -2.51469919e-01 -1.83928760e-01 -1.10942570e-01
5.13928139e-01 -2.27408249e-01 2.05764321e-01 1.67908569e-01
-1.65158146e-02 -1.27706798e-01]
[ 1.02526679e-01 2.49622345e-01 1.60102978e-01 -1.03870245e-01
-7.43812517e-02 5.38599982e-02 -1.49041284e-01 2.81649956e-01
6.50657053e-02 1.70243536e-01]
[ 3.54687323e-01 3.52744983e-01 -8.01964706e-02 3.16377966e-01
-9.03978366e-01 -2.88573538e-01 -4.95270887e-01 1.77585541e-01
3.92115310e-01 -1.95378864e-02]
[ 4.67279650e-02 1.25034677e-01 2.53263940e-01 2.46918691e-01
-5.40617317e-02 -1.96140756e-01 -1.74527011e-01 -1.33174281e-01
-1.40037686e-01 -2.90843502e-01]
[ 1.49154400e-02 -9.23091254e-02 -1.22614146e-01 -6.72094183e-02
2.48120161e-01 4.34016694e-02 1.11854997e-02 -1.86038852e-01
2.28416285e-02 1.94298218e-01]
[ -5.38733393e-03 -6.77128730e-02 -7.00126384e-02 -6.22224975e-02
3.66449648e-04 -1.75383979e-01 9.79633038e-02 8.98564384e-03
2.81407269e-02 -6.62606715e-03]
[ 2.87135425e-02 8.47285167e-02 2.43503937e-01 7.25030713e-02
-2.27589120e-01 -1.36162824e-01 9.78868041e-02 3.91875590e-02
-1.87183408e-01 1.04616255e-01]
[ 7.53327047e-02 5.17401291e-02 1.08135888e-01 9.95885474e-03
-2.49740776e-01 6.67825752e-02 4.31688860e-02 -2.70895653e-01
-1.56933897e-02 -8.54311668e-02]
[ -5.22862259e-03 1.18125573e-01 8.63030385e-02 -2.48720637e-02
-7.39285986e-02 1.77824654e-01 7.30845559e-02 1.18564488e-01
-1.70566320e-02 1.77458880e-01]
[ 2.25313302e-01 9.08291419e-02 2.98315009e-02 8.41249310e-02
7.19992200e-03 -2.53024090e-02 -1.94121282e-01 1.48575856e-01
-5.17484166e-02 -1.63954403e-02]
[ 4.82466758e-02 2.79581159e-02 1.89694617e-02 4.81661841e-02
-4.45190265e-01 -1.25266522e-01 -2.30868249e-01 4.14931753e-02
1.23802435e-01 1.98393862e-01]
[ 6.17060948e-02 5.16715813e-01 1.29129522e-01 4.41138907e-01
-1.24421453e+00 -3.06256474e-01 -5.92836086e-01 -7.05723613e-02
3.03905660e-01 3.48470306e-01]
[ 1.81253203e-01 5.03095746e-01 6.85025773e-02 4.35105936e-01
-1.01770226e+00 -8.45317771e-02 -4.40607626e-01 1.51596976e-01
2.17210058e-01 4.83817452e-01]
[ 2.52411463e-01 3.25573881e-01 2.47033373e-01 1.51589796e-01
-4.87564483e-01 7.96508974e-02 -2.29626897e-01 1.62526532e-01
2.43045709e-01 8.19276012e-02]
[ -7.44715757e-02 2.32116153e-01 2.40855149e-01 1.55506320e-02
-5.09000335e-02 1.30881240e-01 -1.08836007e-01 -1.53407745e-02
-3.33490914e-02 4.92651808e-02]
[ -9.86816056e-02 7.90389291e-03 2.45879819e-02 9.38592307e-02
-6.34380861e-02 1.15496715e-01 2.37529385e-01 1.99849632e-02
-2.74108459e-01 -9.23654264e-02]
[ -2.22270782e-01 -3.62307453e-02 -9.42202191e-02 -3.45747007e-01
1.85989871e-01 1.19513577e-01 1.09645524e-01 1.03201780e-01
-2.07839695e-01 3.14941739e-02]
[ 9.35381966e-03 -4.12365962e-01 -1.28083425e-01 -1.62289876e-01
3.72929807e-01 2.56035051e-02 1.96267843e-01 1.52267590e-01
-1.66030250e-01 -2.23154493e-01]
[ 1.05847084e-01 -2.42703445e-01 -1.58717147e-01 -2.74854779e-02
-5.46607540e-02 -4.46004378e-02 1.14711271e-01 -1.55388310e-01
1.11629067e-01 -1.65090807e-01]
[ -1.17795485e-01 2.98570843e-02 2.64408984e-01 -5.25558811e-03
1.68196458e-01 7.95455681e-02 6.74459911e-02 -2.97350662e-01
-1.11617678e-01 -5.93294227e-02]
[ -3.39617990e-01 1.44902844e-02 1.80877791e-02 -1.40058047e-02
1.37754366e-01 -1.78817710e-01 1.16603697e-02 2.34989039e-01
-7.51371256e-02 8.56071639e-02]
[ 1.48498819e-01 -3.98450732e-03 -2.31985898e-01 -7.36812735e-02
1.07732007e-01 -3.01136393e-01 8.18552794e-02 -1.66646353e-01
6.50190220e-03 -1.80455122e-01]
[ 2.11992259e-01 -2.12616144e-01 6.46951417e-02 -2.23981648e-02
9.92169747e-02 -3.74991165e-02 6.10727834e-02 -1.36868993e-01
1.13416627e-01 -1.77387022e-01]
[ -1.04925049e-01 -8.47414637e-02 1.21561142e-01 1.09126640e-01
3.21672256e-02 -1.14744470e-01 2.58812641e-01 -7.83337396e-02
1.82101427e-01 -2.39212066e-03]
[ -3.04976580e-02 -2.10492881e-01 1.87341335e-01 -2.89689126e-01
-1.71301907e-01 1.27751086e-01 1.05554450e-01 -1.21661388e-01
-3.27285564e-03 1.91354467e-01]]
[[ 0.62363766]
[ 1.72513906]
[ 0.23383395]
[ 0.87981381]
[-2.7714507 ]
[-0.2717281 ]
[-1.75339802]
[ 0.0772573 ]
[ 0.69191725]
[ 0.8851446 ]]
Progress: 44.6% ... Training loss: 0.267 ... Validation loss: 0.452[[ 1.64060521e-01 2.51878174e-01 -1.03907647e-01 1.09112607e-01
-5.00035112e-01 -7.14120844e-02 -7.90154113e-02 1.20400341e-01
-5.30269435e-02 2.01672722e-01]
[ 1.05781392e-02 1.36068330e-01 -2.04606963e-02 4.23784409e-02
8.80385784e-02 -5.61389856e-03 3.26083514e-01 4.06884455e-02
1.39441776e-01 -3.20918817e-02]
[ 2.02113840e-01 7.90162178e-01 1.35800147e-02 -4.52282351e-02
7.05994601e-01 -2.32573481e-02 -9.27532125e-01 -4.06332329e-02
5.84921862e-02 2.92059307e-01]
[ 5.19432981e-02 -3.98351994e-01 -1.94108487e-01 1.91893134e-01
-4.38827366e-03 1.27626900e-01 2.23924404e-01 6.47732269e-02
1.31277681e-01 2.95936386e-01]
[ -2.81591080e-02 6.87730948e-02 -1.50046329e-01 3.74152788e-02
-5.01668103e-02 -1.79579209e-01 8.86043363e-02 -1.17737754e-01
-1.97992302e-01 -5.20465615e-02]
[ -3.94874678e-01 -6.64055510e-01 -3.01347869e-01 1.52449109e-01
-1.49732339e-01 4.12077195e-02 3.66754177e-01 -3.95175177e-02
-2.94171544e-02 -3.02965449e-02]
[ -4.61121181e-03 -2.44594797e-01 9.80567872e-03 9.13261629e-02
-2.08587958e-02 -7.18210083e-02 1.81539290e-01 -1.91400289e-01
1.98409560e-01 3.77244958e-02]
[ 1.11583113e-01 -2.66749404e-01 3.29776489e-02 -6.99169559e-02
-1.24464785e-02 -4.93934297e-02 7.70947372e-02 1.18222031e-01
8.21353911e-02 -1.80590691e-02]
[ -1.81867580e-01 -1.87934419e-01 -3.04618670e-01 -2.81254310e-02
-2.46675964e-02 7.07240423e-02 -9.11555594e-02 -3.02910822e-02
2.61077693e-01 -1.40866858e-01]
[ 2.97333948e-02 -4.37363850e-01 7.63991758e-02 -1.13490568e-02
-2.00808843e-01 -1.09315273e-01 2.29527806e-01 -1.10008282e-01
-2.18743928e-03 6.69283467e-02]
[ -8.02583784e-02 -1.06487882e-01 4.10181866e-03 -1.31628684e-01
-8.64551082e-02 1.18442971e-02 2.16216588e-01 -1.02467380e-01
-2.11502544e-03 -1.12643039e-01]
[ -1.24105386e-01 -2.21483065e-01 -7.03447049e-02 7.52899778e-03
3.42954270e-01 1.00382637e-01 1.72691028e-01 -1.63641136e-02
-1.68262371e-01 -2.11574330e-01]
[ -1.58296666e-01 2.61608523e-03 6.12844086e-02 1.99480485e-02
-1.69624156e-01 -2.19087343e-01 -1.75281500e-01 -1.97199158e-01
8.51909440e-02 1.71927399e-01]
[ -2.83438766e-01 -3.48759306e-01 9.49237547e-02 2.14817009e-01
-1.38373870e-01 -6.43519802e-02 1.03417905e-01 -2.61051191e-01
-2.74121573e-01 -8.96741689e-02]
[ 9.69186645e-02 -2.06578609e-01 -2.43482041e-02 1.11625442e-01
-5.48341730e-02 -8.71318558e-02 2.57294435e-01 2.13726813e-03
2.18546087e-02 -2.70908078e-03]
[ 4.30597523e-02 -1.04556489e-01 -2.08526023e-01 1.59373347e-01
-9.08340100e-02 7.92911742e-02 -4.03966017e-02 -1.93066974e-02
-8.14271174e-02 4.76808801e-03]
[ -1.16751043e-01 -8.04124907e-02 -2.00204925e-01 1.63717303e-01
-8.91489788e-03 1.31859176e-01 6.21363958e-03 -2.50138190e-01
7.72095551e-02 -1.89332523e-01]
[ -6.12916976e-02 -4.16287733e-02 2.78612003e-01 1.10635653e-01
8.97863241e-02 -6.43803881e-02 -1.28071091e-01 1.21317389e-01
8.35074054e-02 4.76089001e-02]
[ 6.14333860e-02 -1.46350371e-02 8.85762012e-02 9.08868747e-02
2.51120219e-02 -1.74692674e-02 2.04321723e-01 1.20264923e-01
-2.42145970e-02 -5.61419416e-02]
[ 1.03762107e-02 -1.42689790e-01 -2.92092498e-01 -5.14455868e-02
1.06405297e-01 -9.29139072e-02 1.31084783e-01 1.62869390e-01
1.08062589e-01 -2.98210017e-02]
[ 5.31030989e-02 -3.01905490e-02 -1.14137616e-01 5.32991998e-02
-1.36721593e-01 3.18662518e-01 2.64864042e-01 2.05020194e-01
-1.53024372e-01 -5.22624747e-02]
[ 8.82302736e-05 -1.63725042e-02 1.22033361e-01 1.04424875e-01
1.70395240e-02 1.06176196e-01 -9.33266285e-02 -4.21241605e-02
2.14221784e-01 7.95580653e-02]
[ 1.16434510e-01 8.47869484e-02 -4.22272729e-02 -8.92288315e-02
-1.22523570e-01 -3.32585983e-01 1.12500954e-01 9.13038603e-03
1.50189943e-01 9.76726543e-02]
[ -1.04779541e-01 -5.51286104e-02 -1.65769310e-02 1.98682754e-02
-1.29728627e-02 -2.03820771e-01 -5.34326627e-02 -2.04171226e-02
1.58261067e-02 1.24244873e-01]
[ -1.64976480e-01 -1.33358490e-01 -2.05109498e-01 -2.76653746e-02
-2.83693669e-01 2.59426079e-03 6.58489791e-02 -2.59436117e-02
-1.49552776e-02 3.42197417e-02]
[ -3.21076791e-02 -1.34973558e-01 -7.55635425e-02 -1.28064586e-01
5.32883429e-01 2.76094424e-01 6.01842547e-01 1.12857571e-01
-1.82886607e-01 -3.81096097e-01]
[ -1.71542998e-02 -4.41013593e-01 -3.08751821e-02 -7.25335298e-02
6.57407944e-01 1.00214779e-01 5.67485055e-01 9.13717328e-02
3.04511030e-02 -3.87447416e-01]
[ 1.03276502e-02 -4.98360894e-01 -4.39768075e-02 -1.07393277e-01
6.76887652e-01 2.31317333e-02 5.35085703e-01 4.84863824e-02
-3.64517204e-01 -2.20434860e-01]
[ -1.74612741e-01 -6.38768499e-01 -1.06759046e-02 -2.05700213e-01
7.78963478e-01 -9.05097580e-02 6.61261529e-01 -8.33091177e-02
-6.94350573e-02 8.41670853e-02]
[ -3.02282276e-01 -4.61817450e-01 5.36978144e-02 -5.29337604e-02
9.25143340e-01 1.43421616e-01 4.73550540e-01 4.70199903e-02
-9.29034047e-02 -1.41052619e-01]
[ -2.11645116e-01 -3.44892450e-01 2.49933713e-01 -2.47601601e-01
6.79565326e-01 -4.33937575e-02 7.27200663e-01 1.25171547e-02
-2.61072756e-01 -3.13224111e-02]
[ -1.39071749e-01 -2.52190614e-01 -1.84078939e-01 -1.11436875e-01
5.15449342e-01 -2.27264941e-01 2.06654383e-01 1.67864704e-01
-1.68840467e-02 -1.28204759e-01]
[ 1.02476098e-01 2.49407314e-01 1.60072872e-01 -1.03962422e-01
-7.41354117e-02 5.38921858e-02 -1.48886201e-01 2.81641133e-01
6.50166485e-02 1.70151202e-01]
[ 3.55258936e-01 3.53655482e-01 -7.99966962e-02 3.17030124e-01
-9.05097088e-01 -2.88795854e-01 -4.96343809e-01 1.77647811e-01
3.92661900e-01 -1.87478374e-02]
[ 4.67482741e-02 1.24754387e-01 2.53288925e-01 2.46942690e-01
-5.42235307e-02 -1.96157790e-01 -1.74385105e-01 -1.33169243e-01
-1.39990494e-01 -2.90818699e-01]
[ 1.57711719e-02 -9.04210539e-02 -1.22310301e-01 -6.59677717e-02
2.44242070e-01 4.30127057e-02 8.91586601e-03 -1.85931788e-01
2.37403204e-02 1.95533676e-01]
[ -5.58485374e-03 -6.81756084e-02 -7.00794062e-02 -6.24821604e-02
8.11623531e-04 -1.75313336e-01 9.83410350e-02 8.96310622e-03
2.79288997e-02 -6.87451191e-03]
[ 2.93016705e-02 8.61556405e-02 2.43712885e-01 7.33325632e-02
-2.30553830e-01 -1.36410969e-01 9.63421057e-02 3.92625546e-02
-1.86500046e-01 1.05424293e-01]
[ 7.53327047e-02 5.17401291e-02 1.08135888e-01 9.95885474e-03
-2.49740776e-01 6.67825752e-02 4.31688860e-02 -2.70895653e-01
-1.56933897e-02 -8.54311668e-02]
[ -4.89319455e-03 1.18842959e-01 8.64365071e-02 -2.43687367e-02
-7.56237856e-02 1.77673543e-01 7.23634773e-02 1.18608897e-01
-1.66521229e-02 1.77977501e-01]
[ 2.25651786e-01 9.16418444e-02 2.99598746e-02 8.45967541e-02
5.85779280e-03 -2.54389625e-02 -1.95021129e-01 1.48613390e-01
-5.13841898e-02 -1.59638077e-02]
[ 4.82234628e-02 2.78272743e-02 1.89597048e-02 4.81308497e-02
-4.45075677e-01 -1.25256355e-01 -2.30768811e-01 4.14900520e-02
1.23777612e-01 1.98359470e-01]
[ 6.23177871e-02 5.18032006e-01 1.29359503e-01 4.42077302e-01
-1.24648518e+00 -3.06437175e-01 -5.94064961e-01 -7.04992352e-02
3.04505019e-01 3.49177905e-01]
[ 1.81615743e-01 5.03709321e-01 6.86538346e-02 4.35844266e-01
-1.02020282e+00 -8.47160196e-02 -4.41233514e-01 1.51651044e-01
2.17730029e-01 4.84286335e-01]
[ 2.52190854e-01 3.24892122e-01 2.46952076e-01 1.51260169e-01
-4.86438807e-01 7.97509387e-02 -2.28958000e-01 1.62497762e-01
2.42842710e-01 8.16067498e-02]
[ -7.37681959e-02 2.33570276e-01 2.41136324e-01 1.65942688e-02
-5.37927765e-02 1.30576527e-01 -1.10456869e-01 -1.52482185e-02
-3.25178005e-02 5.02941878e-02]
[ -9.90788910e-02 6.75855322e-03 2.44353514e-02 9.32887440e-02
-6.18812836e-02 1.15667524e-01 2.38650587e-01 1.99375293e-02
-2.74518782e-01 -9.29082015e-02]
[ -2.22269627e-01 -3.63307124e-02 -9.42242487e-02 -3.45747978e-01
1.85949866e-01 1.19513664e-01 1.09693423e-01 1.03203068e-01
-2.07841167e-01 3.14961184e-02]
[ 9.21076170e-03 -4.12945748e-01 -1.28140122e-01 -1.62514268e-01
3.73525800e-01 2.56727637e-02 1.96768649e-01 1.52248156e-01
-1.66210008e-01 -2.23359117e-01]
[ 1.07381992e-01 -2.39392598e-01 -1.58143450e-01 -2.52214816e-02
-6.17527742e-02 -4.52686664e-02 1.10935020e-01 -1.55194637e-01
1.13385608e-01 -1.62826217e-01]
[ -1.17081489e-01 3.04781923e-02 2.64706140e-01 -4.18894758e-03
1.65844944e-01 7.92011229e-02 6.65506698e-02 -2.97248576e-01
-1.10714353e-01 -5.82868108e-02]
[ -3.38163914e-01 1.77689923e-02 1.86323111e-02 -1.19268454e-02
1.32443562e-01 -1.79378441e-01 8.38340274e-03 2.35167880e-01
-7.35573187e-02 8.75077270e-02]
[ 1.48109926e-01 -5.74693214e-03 -2.32159282e-01 -7.42510792e-02
1.09379497e-01 -3.00960527e-01 8.31699854e-02 -1.66694353e-01
6.10291781e-03 -1.81015195e-01]
[ 2.12326697e-01 -2.12406709e-01 6.48148901e-02 -2.19825859e-02
9.86451709e-02 -3.76319289e-02 6.05172581e-02 -1.36829383e-01
1.13726831e-01 -1.76965214e-01]
[ -1.05093185e-01 -8.48770501e-02 1.21514006e-01 1.09152678e-01
3.13141482e-02 -1.14682192e-01 2.59033776e-01 -7.83540295e-02
1.81939056e-01 -2.62431589e-03]
[ -3.06657782e-02 -2.11709437e-01 1.87253441e-01 -2.90020801e-01
-1.71045098e-01 1.27830761e-01 1.06475944e-01 -1.21685596e-01
-3.46195600e-03 1.91075416e-01]]
[[ 0.63573611]
[ 1.73965724]
[ 0.24490331]
[ 0.89094556]
[-2.76200212]
[-0.26266592]
[-1.74556784]
[ 0.08790734]
[ 0.70347368]
[ 0.8976173 ]]
Progress: 44.6% ... Training loss: 0.267 ... Validation loss: 0.440[[ 0.16529637 0.25659074 -0.10341817 0.11082733 -0.50436844 -0.07188274
-0.08305735 0.12057676 -0.05158768 0.20341976]
[ 0.01073578 0.13649435 -0.02040476 0.04260277 0.08741609 -0.00568037
0.3256712 0.04070997 0.13960299 -0.03189902]
[ 0.20305636 0.79160358 0.01390475 -0.04392122 0.70344259 -0.02363162
-0.92892416 -0.0404915 0.05943907 0.29321391]
[ 0.05066855 -0.40193323 -0.19450498 0.19035862 -0.00281178 0.12815811
0.22786681 0.06460367 0.12987309 0.29417913]
[-0.02773648 0.06956572 -0.1498473 0.03791152 -0.04897485 -0.17968233
0.0882933 -0.11768511 -0.19734547 -0.0516201 ]
[-0.39576321 -0.66488397 -0.30170519 0.15112015 -0.14604345 0.04159967
0.36769454 -0.03964927 -0.03044447 -0.03154181]
[-0.00247599 -0.24005347 0.01065045 0.09440393 -0.02882767 -0.07270361
0.17698264 -0.19110126 0.20083589 0.04077247]
[ 0.11157097 -0.26675949 0.03296702 -0.06997232 -0.01324431 -0.04935033
0.07764424 0.1182205 0.08210756 -0.01818945]
[-0.18318006 -0.1912141 -0.30508031 -0.02986719 -0.02111554 0.07124415
-0.08778104 -0.03046391 0.25969438 -0.14275532]
[ 0.02944467 -0.43705487 0.07630332 -0.0118227 -0.20023107 -0.10918712
0.22951303 -0.11004879 -0.00238385 0.06652404]
[-0.07993002 -0.10574685 0.00419232 -0.13117503 -0.08827922 0.01174632
0.21567375 -0.10242312 -0.00183795 -0.11235958]
[-0.12422294 -0.22210998 -0.07032417 0.00750066 0.34267486 0.10042502
0.17355638 -0.01637494 -0.16835517 -0.21166961]
[-0.15829667 0.00261609 0.06128441 0.01994805 -0.16962416 -0.21908734
-0.1752815 -0.19719916 0.08519094 0.1719274 ]
[-0.28348496 -0.34881972 0.094897 0.21474388 -0.13829236 -0.06432703
0.10351274 -0.2610591 -0.27418603 -0.08974752]
[ 0.09628551 -0.20686685 -0.02459379 0.1106852 -0.05210255 -0.08685005
0.25767081 0.00204466 0.02114155 -0.00357229]
[ 0.04365724 -0.10292228 -0.20828871 0.16019853 -0.09228274 0.07904627
-0.0420144 -0.0192256 -0.08075007 0.00559574]
[-0.1162179 -0.08014915 -0.19998813 0.1644778 -0.01147396 0.13165696
0.00588582 -0.25006528 0.07783489 -0.18856484]
[-0.060861 -0.04059893 0.27876349 0.11123441 0.08809055 -0.06455979
-0.12920731 0.12137549 0.08394968 0.04815583]
[ 0.06167305 -0.01369964 0.08867849 0.09127882 0.02429189 -0.01758562
0.20356942 0.1203018 -0.02392826 -0.05570918]
[ 0.0097539 -0.14440406 -0.29235815 -0.05242419 0.10858268 -0.09262112
0.13292838 0.16277358 0.10729189 -0.0308072 ]
[ 0.05273388 -0.03128438 -0.11428482 0.05274208 -0.13517393 0.31882475
0.2659797 0.20496584 -0.15345082 -0.05280822]
[ 0.00138198 -0.01296176 0.12255623 0.10635158 0.01133262 0.10565089
-0.09649173 -0.04192896 0.21571503 0.08139485]
[ 0.11616031 0.08414629 -0.0423333 -0.0896119 -0.12120081 -0.33248204
0.11321179 0.00909431 0.1498707 0.09726405]
[-0.10526722 -0.0565758 -0.01676624 0.01921252 -0.01185823 -0.20364046
-0.05214522 -0.02048124 0.0153461 0.12355957]
[-0.16571638 -0.13496433 -0.20534457 -0.02862887 -0.28196439 0.00288897
0.06772722 -0.02604401 -0.01571773 0.03315421]
[-0.03171528 -0.1341752 -0.07542104 -0.12751284 0.5313766 0.27595249
0.60092199 0.11291185 -0.18251465 -0.38054191]
[-0.0169739 -0.44063818 -0.03081514 -0.07227827 0.6566206 0.10013906
0.56702052 0.09139675 0.03063014 -0.38719988]
[ 0.0100089 -0.49903239 -0.0441031 -0.10787188 0.67817581 0.02326807
0.53579436 0.04844039 -0.36487577 -0.22090573]
[-0.17452506 -0.63850948 -0.01063959 -0.20556677 0.77851252 -0.09054472
0.66106069 -0.08329998 -0.06933395 0.08427905]
[-0.3025428 -0.46251334 0.05359458 -0.05330858 0.92596741 0.1435322
0.47424211 0.0469866 -0.09320499 -0.14139157]
[-0.21133332 -0.34454972 0.25006277 -0.24713919 0.67793747 -0.04352504
0.72683614 0.01256236 -0.26070383 -0.03085888]
[-0.13892151 -0.25188615 -0.18402105 -0.11122294 0.51482543 -0.22732851
0.20627499 0.16788511 -0.01671786 -0.1279879 ]
[ 0.10141978 0.24702683 0.15966833 -0.10550691 -0.07029568 0.05433382
-0.14618438 0.2814918 0.06385589 0.16863965]
[ 0.35559274 0.35449484 -0.07987683 0.31747298 -0.90632194 -0.28891342
-0.49719503 0.177695 0.39304055 -0.01830589]
[ 0.04660586 0.12458548 0.25324041 0.2467621 -0.05371441 -0.19609937
-0.17412709 -0.13318739 -0.14012255 -0.2910061 ]
[ 0.01623964 -0.08921164 -0.12214586 -0.06531126 0.24241352 0.04281913
0.00773489 -0.18586986 0.02422975 0.19612961]
[-0.00570471 -0.06845885 -0.07012453 -0.06264901 0.00125886 -0.17526544
0.09861314 0.0089468 0.02779851 -0.007044 ]
[ 0.0296775 0.08734739 0.2438721 0.07391682 -0.2323725 -0.1365846
0.09520283 0.03931975 -0.18604896 0.10598998]
[ 0.0751881 0.05168976 0.10808644 0.00975565 -0.24906872 0.06682848
0.0434057 -0.27091307 -0.01583853 -0.08562401]
[-0.00575315 0.11684192 0.08608894 -0.02559471 -0.07227589 0.17803498
0.07437888 0.11848324 -0.01765708 0.17670004]
[ 0.22561235 0.09149776 0.02996056 0.0846159 0.00555906 -0.02543017
-0.19467991 0.14861524 -0.05138145 -0.01594906]
[ 0.04841685 0.02826688 0.01903516 0.04841127 -0.4453953 -0.12535356
-0.23120309 0.04151867 0.12400075 0.19864678]
[ 0.0612861 0.51551161 0.12901002 0.44066734 -1.2434672 -0.30600625
-0.59148298 -0.07064061 0.30342423 0.34769959]
[ 0.18223097 0.5051977 0.06889727 0.43668048 -1.02179851 -0.08493705
-0.4427487 0.15173512 0.2184383 0.48518485]
[ 0.25223617 0.32501604 0.2469685 0.15132135 -0.48663478 0.07973298
-0.22907939 0.16250399 0.2428907 0.08166618]
[-0.073162 0.235089 0.24136786 0.01745012 -0.05629288 0.1303312
-0.1119104 -0.01516724 -0.03184042 0.05107681]
[-0.09918901 0.00647676 0.02439237 0.09313372 -0.06145604 0.11571267
0.23895177 0.01992353 -0.27464167 -0.09306327]
[-0.2222529 -0.03623091 -0.09421958 -0.34573131 0.18582481 0.11950821
0.10960143 0.10320412 -0.20782893 0.03151297]
[ 0.00943904 -0.41231587 -0.12804929 -0.16219296 0.37253274 0.02557747
0.19608534 0.15227954 -0.16596312 -0.22305041]
[ 0.10744969 -0.23880692 -0.15809752 -0.0250713 -0.06294585 -0.04531247
0.11038181 -0.15518196 0.11352394 -0.16266079]
[-0.11713777 0.03038303 0.26467417 -0.00428346 0.16596917 0.07923116
0.06665478 -0.29725758 -0.11080363 -0.05842163]
[-0.33767476 0.01858569 0.01881289 -0.01127538 0.13063794 -0.17952988
0.00768515 0.23523869 -0.07301788 0.08817796]
[ 0.14688857 -0.00846543 -0.23258385 -0.0759044 0.11389525 -0.30048559
0.08618198 -0.16686156 0.00475071 -0.18273074]
[ 0.21214237 -0.21263358 0.06473546 -0.02227592 0.09962124 -0.03752803
0.06074225 -0.13685905 0.11350259 -0.1773172 ]
[-0.10481323 -0.08428391 0.12161375 0.10949946 0.030035 -0.11478998
0.25843048 -0.07832029 0.18223004 -0.00223499]
[-0.03011856 -0.21024131 0.18747832 -0.28917638 -0.17390905 0.12759748
0.10529735 -0.12160403 -0.00277711 0.19183664]]
[[ 0.63629411]
[ 1.74159441]
[ 0.24685559]
[ 0.89092207]
[-2.76073293]
[-0.26260487]
[-1.74700974]
[ 0.08693144]
[ 0.70325201]
[ 0.89804706]]
Progress: 44.7% ... Training loss: 0.268 ... Validation loss: 0.439[[ 1.67126773e-01 2.61366508e-01 -1.02796161e-01 1.13113513e-01
-5.09603558e-01 -7.26030895e-02 -8.78329675e-02 1.20816502e-01
-4.94703267e-02 2.05855194e-01]
[ 9.88167442e-03 1.33845066e-01 -2.07373724e-02 4.14894234e-02
9.14391656e-02 -5.32574866e-03 3.28297531e-01 4.05917971e-02
1.38903909e-01 -3.29613523e-02]
[ 2.00583743e-01 7.86751753e-01 1.28753100e-02 -4.74872512e-02
7.13396867e-01 -2.25971735e-02 -9.24151205e-01 -4.08585597e-02
5.67657317e-02 2.89630234e-01]
[ 4.90987130e-02 -4.07780105e-01 -1.95071377e-01 1.88429559e-01
3.53920816e-03 1.28818736e-01 2.32904962e-01 6.44005345e-02
1.28403309e-01 2.92243710e-01]
[ -2.82117061e-02 6.94820103e-02 -1.49975516e-01 3.75251586e-02
-4.93298409e-02 -1.79483472e-01 8.87758314e-02 -1.17700309e-01
-1.97894627e-01 -5.25876620e-02]
[ -3.94542819e-01 -6.62127081e-01 -3.01282649e-01 1.52594499e-01
-1.49581439e-01 4.11082664e-02 3.64899982e-01 -3.94863102e-02
-2.90713181e-02 -3.00935173e-02]
[ -1.48961762e-03 -2.37632767e-01 1.10194011e-02 9.58728282e-02
-3.34581838e-02 -7.30685515e-02 1.74491177e-01 -1.90958577e-01
2.01862421e-01 4.21813045e-02]
[ 1.09656595e-01 -2.71830860e-01 3.21832035e-02 -7.26181670e-02
-5.53247881e-03 -4.85728418e-02 8.25111482e-02 1.17949044e-01
8.02026467e-02 -2.07806850e-02]
[ -1.82176671e-01 -1.89682828e-01 -3.04700384e-01 -2.84571692e-02
-2.47803459e-02 7.08402897e-02 -8.96430682e-02 -3.03232910e-02
2.60758362e-01 -1.41324325e-01]
[ 3.14882168e-02 -4.32090358e-01 7.70560759e-02 -9.01172227e-03
-2.08515108e-01 -1.10041550e-01 2.24013374e-01 -1.09770007e-01
-1.87951358e-04 6.92888349e-02]
[ -8.14534478e-02 -1.10370824e-01 3.55799616e-03 -1.33318572e-01
-8.20892579e-02 1.24180801e-02 2.20523699e-01 -1.02643206e-01
-3.30125430e-03 -1.14485977e-01]
[ -1.23447293e-01 -2.20813021e-01 -7.00549992e-02 8.54065610e-03
3.40647447e-01 1.00124969e-01 1.71924943e-01 -1.62588376e-02
-1.67529008e-01 -2.10611125e-01]
[ -1.58296666e-01 2.61608523e-03 6.12844086e-02 1.99480485e-02
-1.69624156e-01 -2.19087343e-01 -1.75281500e-01 -1.97199158e-01
8.51909440e-02 1.71927399e-01]
[ -2.83469621e-01 -3.48912880e-01 9.48907091e-02 2.14740180e-01
-1.38664700e-01 -6.43252126e-02 1.03539330e-01 -2.61061017e-01
-2.74199252e-01 -8.97733097e-02]
[ 9.69733993e-02 -2.05586377e-01 -2.43574775e-02 1.11565627e-01
-5.39455116e-02 -8.71283353e-02 2.56308001e-01 2.13775515e-03
2.19116714e-02 -2.62554375e-03]
[ 4.38465073e-02 -1.01869172e-01 -2.08231016e-01 1.60329458e-01
-9.25321080e-02 7.89754166e-02 -4.28803875e-02 -1.91999518e-02
-8.05040450e-02 5.65404618e-03]
[ -1.16148981e-01 -8.01665201e-02 -1.99951195e-01 1.64623093e-01
-1.18189802e-02 1.31643742e-01 5.78065223e-03 -2.50045669e-01
7.78584352e-02 -1.88427667e-01]
[ -6.00129125e-02 -3.85158078e-02 2.79082159e-01 1.12449709e-01
8.44009390e-02 -6.48814899e-02 -1.31247488e-01 1.21490662e-01
8.48823929e-02 4.93461809e-02]
[ 6.12992952e-02 -1.45167770e-02 8.85122639e-02 9.07124513e-02
2.58011764e-02 -1.74484402e-02 2.04441488e-01 1.20245131e-01
-2.43756210e-02 -5.62756929e-02]
[ 1.00439849e-02 -1.43654773e-01 -2.92256998e-01 -5.19602443e-02
1.06685166e-01 -9.27559019e-02 1.31960049e-01 1.62806367e-01
1.07550177e-01 -3.05057977e-02]
[ 5.22106718e-02 -3.25147811e-02 -1.14489646e-01 5.19996172e-02
-1.33019931e-01 3.19044984e-01 2.67150240e-01 2.04895201e-01
-1.54025015e-01 -5.35606769e-02]
[ 4.79691044e-04 -1.57858048e-02 1.22185438e-01 1.05110276e-01
1.58273204e-02 1.06039629e-01 -9.38301429e-02 -4.20523770e-02
2.14991012e-01 8.03805036e-02]
[ 1.16880787e-01 8.55683948e-02 -4.20625030e-02 -8.86166567e-02
-1.24146167e-01 -3.32764867e-01 1.11617304e-01 9.19247270e-03
1.50620164e-01 9.82812823e-02]
[ -1.05041330e-01 -5.63163279e-02 -1.66794976e-02 1.95495538e-02
-1.27615030e-02 -2.03736670e-01 -5.24363155e-02 -2.04480132e-02
1.56045021e-02 1.23890960e-01]
[ -1.65667321e-01 -1.35192279e-01 -2.05317100e-01 -2.85357722e-02
-2.81998417e-01 2.85615553e-03 6.79433390e-02 -2.60342590e-02
-1.56387454e-02 3.32276004e-02]
[ -3.19963982e-02 -1.34809000e-01 -7.55275024e-02 -1.27905098e-01
5.32624387e-01 2.76069140e-01 6.01572081e-01 1.12872730e-01
-1.82823374e-01 -3.80940062e-01]
[ -1.66171693e-02 -4.40155220e-01 -3.06728936e-02 -7.17632459e-02
6.55054010e-01 9.99873419e-02 5.66382902e-01 9.14483290e-02
3.10119682e-02 -3.86689471e-01]
[ 1.01143325e-02 -4.98877473e-01 -4.40592226e-02 -1.07726758e-01
6.77663515e-01 2.32174406e-02 5.35613479e-01 4.84565501e-02
-3.64736549e-01 -2.20748593e-01]
[ -1.74920169e-01 -6.39682912e-01 -1.07892199e-02 -2.06102600e-01
7.79856451e-01 -9.03961828e-02 6.62228185e-01 -8.33548408e-02
-6.97926532e-02 8.37490123e-02]
[ -3.02950722e-01 -4.63676700e-01 5.34298697e-02 -5.38938734e-02
9.27860139e-01 1.43706916e-01 4.75278016e-01 4.69322523e-02
-9.36487504e-02 -1.41952008e-01]
[ -2.11308552e-01 -3.44648017e-01 2.50076863e-01 -2.47096313e-01
6.77787802e-01 -4.35380024e-02 7.26916444e-01 1.25669969e-02
-2.60673708e-01 -3.08056192e-02]
[ -1.38897936e-01 -2.52462287e-01 -1.84024982e-01 -1.11193976e-01
5.14833708e-01 -2.27330366e-01 2.06733552e-01 1.67889502e-01
-1.66741504e-02 -1.27870459e-01]
[ 1.02698473e-01 2.50507614e-01 1.60187402e-01 -1.03604000e-01
-7.55840120e-02 5.37874534e-02 -1.49656294e-01 2.81671636e-01
6.53175392e-02 1.70458045e-01]
[ 3.55554793e-01 3.53909104e-01 -7.99337631e-02 3.17312401e-01
-9.04989993e-01 -2.88876227e-01 -4.96778134e-01 1.77684640e-01
3.93057499e-01 -1.83963088e-02]
[ 4.61863878e-02 1.23343911e-01 2.53066496e-01 2.46139745e-01
-5.17695858e-02 -1.95914120e-01 -1.73012473e-01 -1.33249474e-01
-1.40593753e-01 -2.91637576e-01]
[ 1.63262867e-02 -8.93597480e-02 -1.22113250e-01 -6.51895498e-02
2.42043397e-01 4.27784098e-02 7.78427308e-03 -1.85857860e-01
2.43383022e-02 1.96246919e-01]
[ -5.78347478e-03 -6.85613340e-02 -7.01635386e-02 -6.27627877e-02
1.33296169e-03 -1.75252160e-01 9.86384796e-02 8.93223128e-03
2.76697789e-02 -7.17786710e-03]
[ 3.01482769e-02 8.83391926e-02 2.44051399e-01 7.45847824e-02
-2.34282990e-01 -1.36749960e-01 9.41581652e-02 3.93845986e-02
-1.85502733e-01 1.06670131e-01]
[ 7.47899664e-02 5.07857787e-02 1.07932774e-01 9.19223860e-03
-2.47403027e-01 6.69918981e-02 4.44334942e-02 -2.70963500e-01
-1.62650261e-02 -8.61716009e-02]
[ -5.73245475e-03 1.17045012e-01 8.60625607e-02 -2.56161069e-02
-7.24732928e-02 1.78023012e-01 7.41887185e-02 1.18475777e-01
-1.77216812e-02 1.76630965e-01]
[ 2.25885679e-01 9.22080112e-02 3.00668665e-02 8.49818400e-02
4.46619409e-03 -2.55390002e-02 -1.95428975e-01 1.48652399e-01
-5.10820221e-02 -1.55623362e-02]
[ 4.87691798e-02 2.91207200e-02 1.91595595e-02 4.88531008e-02
-4.46873238e-01 -1.25502390e-01 -2.32012388e-01 4.15675142e-02
1.24394140e-01 1.99133829e-01]
[ 5.98833830e-02 5.11912941e-01 1.28488339e-01 4.38896278e-01
-1.23872251e+00 -3.05431909e-01 -5.87833282e-01 -7.08156072e-02
3.02003281e-01 3.45890347e-01]
[ 1.83382198e-01 5.08312867e-01 6.93059594e-02 4.38088395e-01
-1.02504718e+00 -8.53692837e-02 -4.45775344e-01 1.51884381e-01
2.19682180e-01 4.86550634e-01]
[ 2.52751238e-01 3.26531670e-01 2.47181749e-01 1.52113260e-01
-4.88763242e-01 7.95040213e-02 -2.30594590e-01 1.62581862e-01
2.43490323e-01 8.24581492e-02]
[ -7.25865292e-02 2.36544846e-01 2.41579669e-01 1.82372228e-02
-5.87542343e-02 1.30109025e-01 -1.13351975e-01 -1.50958744e-02
-3.12292946e-02 5.18049781e-02]
[ -9.92782292e-02 6.26141129e-03 2.43555724e-02 9.30009058e-02
-6.11113317e-02 1.15752007e-01 2.39172478e-01 1.99108372e-02
-2.74739238e-01 -9.31935234e-02]
[ -2.22372080e-01 -3.63952414e-02 -9.42676777e-02 -3.45911770e-01
1.86313097e-01 1.19560772e-01 1.09853623e-01 1.03186602e-01
-2.07962607e-01 3.13306406e-02]
[ 9.12964346e-03 -4.13037422e-01 -1.28176123e-01 -1.62625576e-01
3.73728432e-01 2.57120650e-02 1.96722206e-01 1.52234825e-01
-1.66325685e-01 -2.23484452e-01]
[ 1.08972801e-01 -2.35916534e-01 -1.57531790e-01 -2.29285013e-02
-6.87122299e-02 -4.59044058e-02 1.07177430e-01 -1.54981714e-01
1.15147373e-01 -1.60553024e-01]
[ -1.18418533e-01 2.68389055e-02 2.64168862e-01 -6.02023920e-03
1.71752799e-01 7.97664068e-02 7.00960021e-02 -2.97433445e-01
-1.11971871e-01 -6.00673930e-02]
[ -3.36887733e-01 2.11062095e-02 1.90784546e-02 -1.03766941e-02
1.28346146e-01 -1.79822289e-01 5.34904672e-03 2.35334615e-01
-7.22032222e-02 8.89009807e-02]
[ 1.47127511e-01 -8.00155454e-03 -2.32553791e-01 -7.57308105e-02
1.13905662e-01 -3.00569699e-01 8.54923386e-02 -1.66840640e-01
4.95730957e-03 -1.82458618e-01]
[ 2.11954266e-01 -2.12713851e-01 6.46835551e-02 -2.23711548e-02
9.93326965e-02 -3.74866655e-02 6.09076695e-02 -1.36871407e-01
1.13326386e-01 -1.77524954e-01]
[ -1.04775283e-01 -8.45323680e-02 1.21621695e-01 1.09522449e-01
2.95820292e-02 -1.14807575e-01 2.58603404e-01 -7.83149836e-02
1.82263323e-01 -2.16323225e-03]
[ -2.99409336e-02 -2.10605754e-01 1.87553855e-01 -2.88875006e-01
-1.75024890e-01 1.27524195e-01 1.05466759e-01 -1.21563396e-01
-2.55189089e-03 1.92212384e-01]]
[[ 0.63952162]
[ 1.74271488]
[ 0.24967502]
[ 0.89537185]
[-2.76232297]
[-0.25995077]
[-1.74082894]
[ 0.09215018]
[ 0.70757134]
[ 0.90187772]]
Progress: 44.8% ... Training loss: 0.270 ... Validation loss: 0.440[[ 1.64894503e-01 2.57012244e-01 -1.03661183e-01 1.09851701e-01
-5.00015458e-01 -7.16603147e-02 -8.29135459e-02 1.20494641e-01
-5.19600932e-02 2.02855179e-01]
[ 9.96536940e-03 1.34163216e-01 -2.07081442e-02 4.16018577e-02
9.12468083e-02 -5.35874257e-03 3.27997906e-01 4.06026406e-02
1.38988780e-01 -3.28472906e-02]
[ 2.01658790e-01 7.87720478e-01 1.33758149e-02 -4.58858781e-02
7.10876083e-01 -2.30505621e-02 -9.25177422e-01 -4.06774946e-02
5.80162750e-02 2.91355844e-01]
[ 5.25281468e-02 -3.99424722e-01 -1.93850213e-01 1.92954416e-01
-6.33925368e-03 1.27559149e-01 2.24377727e-01 6.48370440e-02
1.31968330e-01 2.97075571e-01]
[ -2.95607935e-02 6.54496672e-02 -1.50426485e-01 3.57277739e-02
-4.54574136e-02 -1.79057027e-01 9.32865150e-02 -1.17833275e-01
-1.99285542e-01 -5.45228331e-02]
[ -3.94849839e-01 -6.62174560e-01 -3.01416587e-01 1.52059994e-01
-1.49632732e-01 4.12465179e-02 3.64799497e-01 -3.95403352e-02
-2.94664721e-02 -3.06424962e-02]
[ -4.76309562e-03 -2.45531838e-01 9.73648911e-03 9.12388707e-02
-2.01433233e-02 -7.17632379e-02 1.82628392e-01 -1.91406856e-01
1.98122607e-01 3.77338129e-02]
[ 1.10678874e-01 -2.69394933e-01 3.26124539e-02 -7.10755155e-02
-1.04401183e-02 -4.89784605e-02 8.00878809e-02 1.18106307e-01
8.13644730e-02 -1.92754595e-02]
[ -1.82227621e-01 -1.90029958e-01 -3.04759412e-01 -2.85327905e-02
-2.42358563e-02 7.08394069e-02 -8.91461524e-02 -3.03288450e-02
2.60654528e-01 -1.41455395e-01]
[ 2.78979749e-02 -4.39452817e-01 7.56897566e-02 -1.39478650e-02
-1.96625650e-01 -1.08626010e-01 2.32464959e-01 -1.10258400e-01
-4.05262705e-03 6.44510335e-02]
[ -8.07236334e-02 -1.09565634e-01 3.79550811e-03 -1.32458299e-01
-8.35650071e-02 1.21454028e-02 2.19078377e-01 -1.02540644e-01
-2.74822397e-03 -1.13577401e-01]
[ -1.23196035e-01 -2.20113505e-01 -6.99728196e-02 8.91509447e-03
3.39134156e-01 1.00019171e-01 1.71029060e-01 -1.62236028e-02
-1.67294337e-01 -2.10304215e-01]
[ -1.58296666e-01 2.61608523e-03 6.12844086e-02 1.99480485e-02
-1.69624156e-01 -2.19087343e-01 -1.75281500e-01 -1.97199158e-01
8.51909440e-02 1.71927399e-01]
[ -2.83682334e-01 -3.49013152e-01 9.48037970e-02 2.14439796e-01
-1.38214115e-01 -6.42305332e-02 1.03644651e-01 -2.61097112e-01
-2.74470116e-01 -9.01267233e-02]
[ 9.65169101e-02 -2.06283848e-01 -2.45401685e-02 1.10858282e-01
-5.27528329e-02 -8.69356123e-02 2.57028556e-01 2.06826054e-03
2.13891481e-02 -3.26858026e-03]
[ 4.36858128e-02 -1.02279522e-01 -2.08307621e-01 1.60074289e-01
-9.17568707e-02 7.90427425e-02 -4.25976956e-02 -1.92267914e-02
-8.06775040e-02 5.39456942e-03]
[ -1.17975768e-01 -8.47320550e-02 -2.00661350e-01 1.62088073e-01
-4.94401812e-03 1.32343102e-01 1.03356921e-02 -2.50282300e-01
7.58167526e-02 -1.90987539e-01]
[ -6.11452247e-02 -4.14720323e-02 2.78633039e-01 1.10816068e-01
8.91355729e-02 -6.44097400e-02 -1.28200854e-01 1.21324923e-01
8.35670391e-02 4.78925731e-02]
[ 6.15628448e-02 -1.37615473e-02 8.86192433e-02 9.10539245e-02
2.49179907e-02 -1.75541044e-02 2.03773911e-01 1.20284610e-01
-2.41232255e-02 -5.59283611e-02]
[ 1.02070494e-02 -1.42888781e-01 -2.92166630e-01 -5.16317005e-02
1.05154372e-01 -9.28287230e-02 1.31303457e-01 1.62837938e-01
1.07750172e-01 -3.01592207e-02]
[ 5.24599439e-02 -3.23435749e-02 -1.14386277e-01 5.23463971e-02
-1.33963885e-01 3.18948896e-01 2.66818051e-01 2.04933467e-01
-1.53745238e-01 -5.32564868e-02]
[ 1.15770696e-03 -1.41099311e-02 1.22449900e-01 1.06080293e-01
1.31662529e-02 1.05772954e-01 -9.54646176e-02 -4.19543293e-02
2.15753716e-01 8.13395686e-02]
[ 1.16804956e-01 8.49346845e-02 -4.21074444e-02 -8.87204598e-02
-1.23371080e-01 -3.32752205e-01 1.12181310e-01 9.18296730e-03
1.50487804e-01 9.81340324e-02]
[ -1.05271554e-01 -5.66007509e-02 -1.67784764e-02 1.92371062e-02
-1.27780674e-02 -2.03645572e-01 -5.18082536e-02 -2.04801442e-02
1.54351094e-02 1.23569884e-01]
[ -1.65535342e-01 -1.34770348e-01 -2.05279504e-01 -2.83762088e-02
-2.81865618e-01 2.80487100e-03 6.74422405e-02 -2.60157834e-02
-1.55849559e-02 3.33858543e-02]
[ -3.19581047e-02 -1.34672067e-01 -7.55134850e-02 -1.27850932e-01
5.32450367e-01 2.76054522e-01 6.01378880e-01 1.12878052e-01
-1.82785927e-01 -3.80898021e-01]
[ -1.64871343e-02 -4.40445184e-01 -3.06443667e-02 -7.15699808e-02
6.54529573e-01 9.99293292e-02 5.66517370e-01 9.14686822e-02
3.11491683e-02 -3.86534532e-01]
[ 1.03147575e-02 -4.98482268e-01 -4.39769937e-02 -1.07429482e-01
6.76813428e-01 2.31337895e-02 5.35132913e-01 4.84870092e-02
-3.64500146e-01 -2.20466788e-01]
[ -1.75209678e-01 -6.40279196e-01 -1.08997829e-02 -2.06494305e-01
7.81077413e-01 -9.02837560e-02 6.62833607e-01 -8.33934674e-02
-7.00970123e-02 8.33893785e-02]
[ -3.03109923e-01 -4.64013315e-01 5.33713599e-02 -5.40948868e-02
9.28528198e-01 1.43771962e-01 4.75595552e-01 4.69096764e-02
-9.38380501e-02 -1.42187306e-01]
[ -2.11254851e-01 -3.44484279e-01 2.50089005e-01 -2.47041306e-01
6.77592658e-01 -4.35526761e-02 7.26748580e-01 1.25722885e-02
-2.60636291e-01 -3.07570755e-02]
[ -1.38820060e-01 -2.52263622e-01 -1.83998212e-01 -1.11083034e-01
5.14528986e-01 -2.27363689e-01 2.06498931e-01 1.67901110e-01
-1.65820088e-02 -1.27758421e-01]
[ 1.01631979e-01 2.48538050e-01 1.59741121e-01 -1.05164520e-01
-7.21865482e-02 5.42495734e-02 -1.47566387e-01 2.81506359e-01
6.41184528e-02 1.69026412e-01]
[ 3.56739749e-01 3.57046770e-01 -7.94947718e-02 3.18881849e-01
-9.09071438e-01 -2.89338310e-01 -4.99533882e-01 1.77859968e-01
3.94266877e-01 -1.67118795e-02]
[ 4.61066773e-02 1.23006339e-01 2.53036963e-01 2.46023529e-01
-5.13675866e-02 -1.95884938e-01 -1.72753954e-01 -1.33259102e-01
-1.40681523e-01 -2.91762788e-01]
[ 1.53191369e-02 -9.20551522e-02 -1.22504364e-01 -6.66001584e-02
2.46308404e-01 4.31775340e-02 1.04454963e-02 -1.85998804e-01
2.32247320e-02 1.94834273e-01]
[ -5.57900329e-03 -6.76975555e-02 -7.00626821e-02 -6.24445034e-02
2.36894797e-04 -1.75331337e-01 9.78689980e-02 8.96318959e-03
2.78985038e-02 -6.90378394e-03]
[ 3.01054329e-02 8.82172468e-02 2.44025095e-01 7.45214644e-02
-2.34106130e-01 -1.36755683e-01 9.42194703e-02 3.93780180e-02
-1.85548408e-01 1.06588660e-01]
[ 7.50697715e-02 5.14265294e-02 1.08046846e-01 9.58832568e-03
-2.48270422e-01 6.68705216e-02 4.39691262e-02 -2.70918865e-01
-1.59496976e-02 -8.57618496e-02]
[ -6.39881029e-03 1.15453402e-01 8.57847409e-02 -2.65895056e-02
-6.99078475e-02 1.78304521e-01 7.57239377e-02 1.18372434e-01
-1.85107976e-02 1.75667526e-01]
[ 2.25067568e-01 9.02894805e-02 2.97449617e-02 8.37729737e-02
7.56545936e-03 -2.51970781e-02 -1.93743975e-01 1.48529471e-01
-5.20355496e-02 -1.67903875e-02]
[ 4.90298636e-02 2.97840869e-02 1.92686096e-02 4.92446400e-02
-4.48094940e-01 -1.25612924e-01 -2.32499768e-01 4.16085847e-02
1.24700515e-01 1.99532097e-01]
[ 6.05335846e-02 5.13196237e-01 1.28749057e-01 4.39815980e-01
-1.24114722e+00 -3.05685341e-01 -5.89125524e-01 -7.07216471e-02
3.02703903e-01 3.46763673e-01]
[ 1.82468439e-01 5.06217091e-01 6.89490574e-02 4.36838731e-01
-1.02245257e+00 -8.50202908e-02 -4.43627069e-01 1.51768876e-01
2.18667110e-01 4.85278600e-01]
[ 2.53181415e-01 3.27980861e-01 2.47376982e-01 1.52778588e-01
-4.90883656e-01 7.93086975e-02 -2.31955342e-01 1.62650931e-01
2.44014882e-01 8.30990336e-02]
[ -7.26166918e-02 2.36521722e-01 2.41563546e-01 1.81726657e-02
-5.86123651e-02 1.30125297e-01 -1.13393733e-01 -1.51025538e-02
-3.12736271e-02 5.17397414e-02]
[ -9.94104923e-02 6.10092959e-03 2.43065975e-02 9.28087657e-02
-6.06696449e-02 1.15807078e-01 2.39409525e-01 1.98909883e-02
-2.74889031e-01 -9.33850830e-02]
[ -2.22954636e-01 -3.80048324e-02 -9.44815180e-02 -3.46667857e-01
1.88671967e-01 1.19783007e-01 1.11484571e-01 1.03108651e-01
-2.08583119e-01 3.06327329e-02]
[ 8.79796374e-03 -4.14081304e-01 -1.28307486e-01 -1.63109961e-01
3.75156892e-01 2.58471553e-02 1.97715698e-01 1.52186060e-01
-1.66716142e-01 -2.23962755e-01]
[ 1.08119502e-01 -2.37574491e-01 -1.57858436e-01 -2.40711295e-02
-6.72939301e-02 -4.55433836e-02 1.09295723e-01 -1.55098826e-01
1.14216128e-01 -1.61663211e-01]
[ -1.18749407e-01 2.61060240e-02 2.64041472e-01 -6.47311750e-03
1.73483648e-01 7.99032757e-02 7.10408856e-02 -2.97471828e-01
-1.12355411e-01 -6.05443848e-02]
[ -3.37297696e-01 1.98730547e-02 1.89202481e-02 -1.10294502e-02
1.30220886e-01 -1.79674737e-01 6.38291319e-03 2.35274127e-01
-7.26826019e-02 8.82846362e-02]
[ 1.46332592e-01 -1.05327874e-02 -2.32905809e-01 -7.69001265e-02
1.18119305e-01 -3.00266523e-01 8.74369065e-02 -1.66957995e-01
3.87874065e-03 -1.83678645e-01]
[ 2.11877756e-01 -2.12819241e-01 6.46735045e-02 -2.24133950e-02
9.89947461e-02 -3.74870360e-02 6.08994648e-02 -1.36867254e-01
1.13232215e-01 -1.77553320e-01]
[ -1.04643039e-01 -8.38989589e-02 1.21658096e-01 1.09649669e-01
2.95506154e-02 -1.14833522e-01 2.58009714e-01 -7.82945839e-02
1.82380241e-01 -1.91503178e-03]
[ -3.02167836e-02 -2.10836300e-01 1.87445137e-01 -2.89243839e-01
-1.74992640e-01 1.27638956e-01 1.06137422e-01 -1.21605208e-01
-2.77887836e-03 1.91793785e-01]]
[[ 0.63232497]
[ 1.73656552]
[ 0.24110397]
[ 0.88729112]
[-2.76937418]
[-0.26675114]
[-1.75172157]
[ 0.086187 ]
[ 0.70062938]
[ 0.89391591]]
Progress: 44.8% ... Training loss: 0.266 ... Validation loss: 0.442[[ 1.65333824e-01 2.58033771e-01 -1.03524893e-01 1.10592342e-01
-5.01206144e-01 -7.18215150e-02 -8.40474118e-02 1.20565240e-01
-5.13864728e-02 2.03320665e-01]
[ 9.97931462e-03 1.33956031e-01 -2.06839186e-02 4.16879233e-02
9.10271895e-02 -5.38174873e-03 3.28308891e-01 4.06089767e-02
1.39023268e-01 -3.28085577e-02]
[ 2.01537284e-01 7.87509460e-01 1.33348102e-02 -4.60582776e-02
7.11779105e-01 -2.29699734e-02 -9.25977353e-01 -4.06983668e-02
5.80585765e-02 2.91248125e-01]
[ 5.31209696e-02 -3.99200047e-01 -1.93679555e-01 1.94096875e-01
-8.31708257e-03 1.27285917e-01 2.23716204e-01 6.49241652e-02
1.32508850e-01 2.98243914e-01]
[ -2.55384141e-02 7.59871654e-02 -1.48938035e-01 4.15988763e-02
-6.20915361e-02 -1.80760795e-01 8.38247890e-02 -1.17234033e-01
-1.94636320e-01 -4.86373066e-02]
[ -3.93807579e-01 -6.60099151e-01 -3.01040558e-01 1.53517625e-01
-1.54288998e-01 4.08138884e-02 3.62832182e-01 -3.93964408e-02
-2.83177157e-02 -2.93497188e-02]
[ -5.11004431e-03 -2.46417435e-01 9.60146665e-03 9.09123070e-02
-1.94029999e-02 -7.16522151e-02 1.83128870e-01 -1.91449694e-01
1.97882870e-01 3.74365739e-02]
[ 1.10911850e-01 -2.69071708e-01 3.26787927e-02 -7.08240569e-02
-1.15018727e-02 -4.90534243e-02 7.95827677e-02 1.18134612e-01
8.16577162e-02 -1.90533452e-02]
[ -1.81474498e-01 -1.88391036e-01 -3.04495767e-01 -2.74605980e-02
-2.72592660e-02 7.05371172e-02 -9.09765789e-02 -3.02254882e-02
2.61460097e-01 -1.40411290e-01]
[ 2.89408689e-02 -4.36759799e-01 7.60618682e-02 -1.25996694e-02
-2.02127401e-01 -1.09022641e-01 2.29426450e-01 -1.10119589e-01
-2.76596131e-03 6.58157110e-02]
[ -7.98122238e-02 -1.07560303e-01 4.11621648e-03 -1.31163986e-01
-8.71706984e-02 1.17523538e-02 2.17165704e-01 -1.02413942e-01
-1.75387944e-03 -1.12532176e-01]
[ -1.23468928e-01 -2.21659894e-01 -7.00946494e-02 8.72730356e-03
3.40240492e-01 1.00109990e-01 1.72177864e-01 -1.62563971e-02
-1.67567516e-01 -2.10452361e-01]
[ -1.58296666e-01 2.61608523e-03 6.12844086e-02 1.99480485e-02
-1.69624156e-01 -2.19087343e-01 -1.75281500e-01 -1.97199158e-01
8.51909440e-02 1.71927399e-01]
[ -2.83487135e-01 -3.48423794e-01 9.48817184e-02 2.14729556e-01
-1.39058431e-01 -6.43047016e-02 1.03324514e-01 -2.61069451e-01
-2.74264809e-01 -8.99109602e-02]
[ 9.67355031e-02 -2.06159733e-01 -2.44622254e-02 1.11179211e-01
-5.38537278e-02 -8.70474661e-02 2.56855434e-01 2.10043912e-03
2.16390560e-02 -2.90240612e-03]
[ 4.43764168e-02 -1.00728480e-01 -2.08065985e-01 1.61014227e-01
-9.48021174e-02 7.87553906e-02 -4.43460559e-02 -1.91316235e-02
-7.99012307e-02 6.18908534e-03]
[ -1.17836624e-01 -8.42418974e-02 -2.00627520e-01 1.62233931e-01
-5.77048601e-03 1.32269469e-01 9.89677904e-03 -2.50265616e-01
7.59488232e-02 -1.90834024e-01]
[ -6.12163614e-02 -4.17937426e-02 2.78607407e-01 1.10855613e-01
8.93923595e-02 -6.43730960e-02 -1.27910910e-01 1.21314990e-01
8.35305057e-02 4.79440169e-02]
[ 6.14502768e-02 -1.40015525e-02 8.86010160e-02 9.10047500e-02
2.49082653e-02 -1.75313561e-02 2.03688845e-01 1.20277158e-01
-2.41036996e-02 -5.60209495e-02]
[ 1.03627798e-02 -1.42374491e-01 -2.92102552e-01 -5.14073031e-02
1.04133817e-01 -9.28969597e-02 1.30727145e-01 1.62860253e-01
1.07932151e-01 -2.98964598e-02]
[ 5.17730617e-02 -3.49249509e-02 -1.14682451e-01 5.12802013e-02
-1.30605160e-01 3.19255687e-01 2.69104506e-01 2.04829209e-01
-1.54556690e-01 -5.43018926e-02]
[ 1.65776628e-03 -1.25023336e-02 1.22643300e-01 1.06772155e-01
1.10715195e-02 1.05580669e-01 -9.68989744e-02 -4.18829633e-02
2.16349237e-01 8.19848389e-02]
[ 1.17215076e-01 8.56260034e-02 -4.19760315e-02 -8.81149625e-02
-1.24975962e-01 -3.32915278e-01 1.11329685e-01 9.24336500e-03
1.50915017e-01 9.87142787e-02]
[ -1.04929428e-01 -5.56129853e-02 -1.66427810e-02 1.97155258e-02
-1.42261809e-02 -2.03789080e-01 -5.27845297e-02 -2.04355349e-02
1.58346034e-02 1.24046676e-01]
[ -1.65634922e-01 -1.35030942e-01 -2.05324398e-01 -2.85423258e-02
-2.81487300e-01 2.85393622e-03 6.76676342e-02 -2.60318026e-02
-1.57164306e-02 3.32391237e-02]
[ -3.17839212e-02 -1.34624090e-01 -7.54348448e-02 -1.27530504e-01
5.31719297e-01 2.75944422e-01 6.01414897e-01 1.12908214e-01
-1.82537617e-01 -3.80659896e-01]
[ -1.65646046e-02 -4.41009684e-01 -3.06751865e-02 -7.16679452e-02
6.54835367e-01 9.99543255e-02 5.67007549e-01 9.14609477e-02
3.10812477e-02 -3.86685196e-01]
[ 1.03944247e-02 -4.98514591e-01 -4.39528835e-02 -1.07317738e-01
6.76497325e-01 2.30984599e-02 5.35140754e-01 4.84976573e-02
-3.64408056e-01 -2.20354677e-01]
[ -1.75518927e-01 -6.40908197e-01 -1.10133588e-02 -2.06940115e-01
7.82358364e-01 -9.01594316e-02 6.63408823e-01 -8.34356598e-02
-7.04579052e-02 8.29747106e-02]
[ -3.03723498e-01 -4.65283199e-01 5.31468617e-02 -5.49342955e-02
9.30976012e-01 1.44023459e-01 4.77192909e-01 4.68282361e-02
-9.44723268e-02 -1.42967491e-01]
[ -2.11220566e-01 -3.44401533e-01 2.50102113e-01 -2.46994167e-01
6.77502041e-01 -4.35669775e-02 7.26655583e-01 1.25766667e-02
-2.60598504e-01 -3.07135844e-02]
[ -1.38804203e-01 -2.52225055e-01 -1.83995891e-01 -1.11062325e-01
5.14498081e-01 -2.27367068e-01 2.06481625e-01 1.67902812e-01
-1.65611453e-02 -1.27755073e-01]
[ 1.02918104e-01 2.51936345e-01 1.60227787e-01 -1.03291399e-01
-7.73043590e-02 5.36855703e-02 -1.50927830e-01 2.81686470e-01
6.55391492e-02 1.70775077e-01]
[ 3.57334939e-01 3.58629748e-01 -7.92847318e-02 3.19695493e-01
-9.11101661e-01 -2.89545831e-01 -5.01143889e-01 1.77939955e-01
3.94938034e-01 -1.59249711e-02]
[ 4.57565131e-02 1.22546940e-01 2.52884311e-01 2.45459121e-01
-5.03358915e-02 -1.95716509e-01 -1.72127136e-01 -1.33310263e-01
-1.41096877e-01 -2.92291971e-01]
[ 1.51023820e-02 -9.27004843e-02 -1.22593965e-01 -6.69148787e-02
2.46893144e-01 4.32752219e-02 1.08654226e-02 -1.86030902e-01
2.29865872e-02 1.94548850e-01]
[ -5.56941496e-03 -6.75421248e-02 -7.00599753e-02 -6.24629255e-02
-4.95321226e-05 -1.75323624e-01 9.76878556e-02 8.96174207e-03
2.79151428e-02 -6.99399665e-03]
[ 3.01466549e-02 8.85211245e-02 2.44043927e-01 7.45752237e-02
-2.34380905e-01 -1.36765356e-01 9.39168616e-02 3.93835573e-02
-1.85478748e-01 1.06642660e-01]
[ 7.46716043e-02 5.04890636e-02 1.07897016e-01 9.00397607e-03
-2.46687577e-01 6.70367477e-02 4.48734000e-02 -2.70970974e-01
-1.63748083e-02 -8.62838208e-02]
[ -5.40233936e-03 1.18190413e-01 8.61568987e-02 -2.52182275e-02
-7.40071651e-02 1.77893725e-01 7.28279771e-02 1.18500095e-01
-1.74169367e-02 1.76964681e-01]
[ 2.25432137e-01 9.11148883e-02 2.98724577e-02 8.42181531e-02
6.22666411e-03 -2.53398225e-02 -1.94530860e-01 1.48577453e-01
-5.16394210e-02 -1.63180949e-02]
[ 4.89491048e-02 2.96146581e-02 1.92322262e-02 4.91078723e-02
-4.47851443e-01 -1.25580941e-01 -2.32350841e-01 4.15953297e-02
1.24603810e-01 1.99406929e-01]
[ 5.99682948e-02 5.10745234e-01 1.28525459e-01 4.39152563e-01
-1.23914819e+00 -3.05459067e-01 -5.87082989e-01 -7.08015565e-02
3.02108044e-01 3.46047294e-01]
[ 1.82447339e-01 5.06323699e-01 6.89380209e-02 4.36777965e-01
-1.02200149e+00 -8.49987737e-02 -4.43540176e-01 1.51765953e-01
2.18617863e-01 4.85224225e-01]
[ 2.53597583e-01 3.28922926e-01 2.47542190e-01 1.53423110e-01
-4.92773417e-01 7.91295906e-02 -2.33034093e-01 1.62712701e-01
2.44522255e-01 8.37487848e-02]
[ -7.24252666e-02 2.37036064e-01 2.41629415e-01 1.84300828e-02
-5.94942852e-02 1.30051077e-01 -1.13946395e-01 -1.50774767e-02
-3.10713193e-02 5.20013499e-02]
[ -9.95180150e-02 5.79365103e-03 2.42641104e-02 9.26865726e-02
-6.02032784e-02 1.15851774e-01 2.39671811e-01 1.98765382e-02
-2.75007624e-01 -9.35293927e-02]
[ -2.22560523e-01 -3.72495647e-02 -9.43327881e-02 -3.46056573e-01
1.86691631e-01 1.19597150e-01 1.10697316e-01 1.03170175e-01
-2.08129091e-01 3.12745412e-02]
[ 8.62056012e-03 -4.14954301e-01 -1.28377900e-01 -1.63377240e-01
3.75830034e-01 2.59199822e-02 1.98382072e-01 1.52160957e-01
-1.66937108e-01 -2.24197722e-01]
[ 1.08205764e-01 -2.37426003e-01 -1.57833803e-01 -2.39414641e-02
-6.77501671e-02 -4.55767431e-02 1.09061325e-01 -1.55086517e-01
1.14383437e-01 -1.61545257e-01]
[ -1.19172590e-01 2.41086987e-02 2.63901729e-01 -6.78174246e-03
1.74219053e-01 8.00133822e-02 7.30546978e-02 -2.97513230e-01
-1.12712697e-01 -6.09631603e-02]
[ -3.37296061e-01 1.94886956e-02 1.88898479e-02 -1.11337855e-02
1.30082092e-01 -1.79659985e-01 6.67921266e-03 2.35263962e-01
-7.27426207e-02 8.80669631e-02]
[ 1.47461537e-01 -7.66655591e-03 -2.32485510e-01 -7.52633436e-02
1.13966445e-01 -3.00750244e-01 8.45388065e-02 -1.66797334e-01
5.11670634e-03 -1.82081093e-01]
[ 2.11884954e-01 -2.12910104e-01 6.46559516e-02 -2.24366852e-02
9.93020934e-02 -3.74498928e-02 6.07512347e-02 -1.36866357e-01
1.13216409e-01 -1.77581524e-01]
[ -1.05489458e-01 -8.60954380e-02 1.21335924e-01 1.08451625e-01
3.27763760e-02 -1.14470619e-01 2.60009307e-01 -7.84124106e-02
1.81470180e-01 -3.13214251e-03]
[ -2.84898109e-02 -2.06030033e-01 1.88081064e-01 -2.86921275e-01
-1.82514367e-01 1.26932272e-01 1.01306069e-01 -1.21376961e-01
-8.33149081e-04 1.94221799e-01]]
[[ 0.63821529]
[ 1.74121883]
[ 0.24457821]
[ 0.89203602]
[-2.76697783]
[-0.26239115]
[-1.74575471]
[ 0.09151865]
[ 0.70567931]
[ 0.90021606]]
Progress: 44.9% ... Training loss: 0.267 ... Validation loss: 0.439[[ 0.16423982 0.25624653 -0.10394336 0.10905121 -0.49751795 -0.07136289
-0.08175182 0.12039798 -0.05260744 0.20193434]
[ 0.0093983 0.1327553 -0.0209079 0.04090578 0.09349057 -0.00514475
0.32956901 0.04052631 0.13836897 -0.03352386]
[ 0.20123821 0.78799351 0.01319314 -0.04684925 0.71694289 -0.02284584
-0.9257287 -0.0407852 0.05747774 0.29060309]
[ 0.05816 -0.38858658 -0.19176581 0.20122419 -0.02602612 0.12520207
0.21245776 0.06564818 0.13808761 0.30549341]
[-0.02615069 0.07614883 -0.14921698 0.04064833 -0.05880763 -0.18051774
0.08403623 -0.11733726 -0.19548373 -0.04957869]
[-0.39520344 -0.66339393 -0.30157755 0.15168344 -0.1519257 0.04136711
0.36632324 -0.03959586 -0.02985978 -0.03127442]
[-0.00605811 -0.24864224 0.00919823 0.0895262 -0.01663583 -0.07121715
0.18494386 -0.1915879 0.19697017 0.03639975]
[ 0.11003399 -0.27067434 0.03234675 -0.07217039 -0.00780658 -0.04871063
0.08141708 0.11798779 0.08062561 -0.02043985]
[-0.18101722 -0.18792257 -0.30430237 -0.02677823 -0.02966642 0.07032683
-0.09144983 -0.03015163 0.26193314 -0.13977653]
[ 0.02677217 -0.44203553 0.07520795 -0.01568072 -0.19638429 -0.1081133
0.23441972 -0.11046303 -0.00511422 0.06288542]
[-0.08039559 -0.10885438 0.00391509 -0.13198112 -0.08604371 0.01196072
0.21880784 -0.10248123 -0.00239078 -0.11329695]
[-0.12348137 -0.22174383 -0.07011848 0.00874124 0.33978899 0.10011307
0.17220956 -0.01625625 -0.16759618 -0.21047056]
[-0.15829667 0.00261609 0.06128441 0.01994805 -0.16962416 -0.21908734
-0.1752815 -0.19719916 0.08519094 0.1719274 ]
[-0.28429977 -0.35002425 0.0945616 0.21368094 -0.13786638 -0.06395603
0.10513552 -0.26118985 -0.27519954 -0.0910789 ]
[ 0.09665465 -0.20641353 -0.02448714 0.11109637 -0.05380767 -0.08702429
0.25705961 0.00209372 0.02158631 -0.00293007]
[ 0.04399556 -0.10167088 -0.20822177 0.16044154 -0.09426297 0.0788756
-0.04343145 -0.01918175 -0.08032343 0.00566958]
[-0.11906021 -0.08706141 -0.20109514 0.16054046 -0.00178743 0.13278034
0.01252533 -0.25043538 0.07468395 -0.19248753]
[-0.06166203 -0.04320876 0.27840202 0.11023191 0.09125466 -0.06414635
-0.12650005 0.12123974 0.0830967 0.04755643]
[ 0.06161736 -0.01290557 0.08866012 0.09112964 0.02435974 -0.01759749
0.20267416 0.12029087 -0.02398377 -0.05589463]
[ 0.00974461 -0.1436519 -0.29235448 -0.05232915 0.10618982 -0.09264231
0.13192439 0.16276218 0.1072211 -0.03080461]
[ 0.05198583 -0.03459806 -0.11459062 0.05157821 -0.13114293 0.31915873
0.26894295 0.20485501 -0.15430783 -0.05406014]
[ 0.00198903 -0.01179166 0.12280855 0.10723141 0.01015405 0.10542441
-0.0974597 -0.04182835 0.21665041 0.08240355]
[ 0.11738431 0.08606549 -0.04191477 -0.08786939 -0.12578254 -0.33298124
0.11097092 0.00926831 0.15107809 0.09895656]
[-0.1051728 -0.05676792 -0.01673763 0.01940165 -0.01394272 -0.20370031
-0.05186553 -0.02046969 0.01561737 0.12371874]
[-0.16547464 -0.1347942 -0.20526011 -0.02829727 -0.28222044 0.00278696
0.06734501 -0.02600698 -0.01552665 0.03348907]
[-0.03202787 -0.13529165 -0.07551946 -0.1278746 0.53279208 0.2760446
0.60206897 0.11287338 -0.1828094 -0.38100182]
[-0.01682267 -0.44157835 -0.03077745 -0.07202793 0.65575208 0.10006309
0.56752928 0.09142536 0.03078234 -0.3870324 ]
[ 0.0105182 -0.49829298 -0.04390303 -0.10713822 0.6760516 0.0230457
0.5348865 0.04851662 -0.36426211 -0.22017066]
[-0.17524089 -0.64073333 -0.0108951 -0.20648051 0.78104936 -0.09029379
0.66309385 -0.08338966 -0.07011423 0.08342719]
[-0.30395946 -0.46615673 0.05307079 -0.05522442 0.93164722 0.14410379
0.47795626 0.04680345 -0.09470263 -0.14320858]
[-0.21190273 -0.3461685 0.24983866 -0.24795238 0.68005431 -0.04328659
0.72822089 0.01248179 -0.26136526 -0.0316225 ]
[-0.1383572 -0.25150903 -0.18382361 -0.11040469 0.51266639 -0.22755256
0.20552004 0.16796985 -0.01605906 -0.12710467]
[ 0.10308251 0.25268367 0.16028411 -0.10307455 -0.07826403 0.05362892
-0.15153889 0.28169986 0.06569751 0.17089722]
[ 0.35782446 0.35992483 -0.07910572 0.32033559 -0.91314245 -0.28974296
-0.50249503 0.1780018 0.39557437 -0.01509892]
[ 0.04538823 0.12173983 0.25274733 0.24495812 -0.04906677 -0.19556954
-0.1713199 -0.13336283 -0.14150234 -0.29279417]
[ 0.01521214 -0.09245399 -0.1225544 -0.06676576 0.24649693 0.04323086
0.01058107 -0.18601593 0.02310711 0.19470026]
[-0.00450523 -0.06462548 -0.06966187 -0.06096529 -0.00458808 -0.17575052
0.09489291 0.00911005 0.02911129 -0.00553212]
[ 0.02928185 0.08689754 0.24371487 0.07323893 -0.23093955 -0.13639552
0.095706 0.03924976 -0.18651029 0.10534928]
[ 0.07452557 0.05008876 0.10784614 0.00879929 -0.24610434 0.06709283
0.04524913 -0.27099022 -0.01652299 -0.08648537]
[-0.00618523 0.11651921 0.08585908 -0.02631539 -0.07090019 0.1782086
0.07461033 0.11838868 -0.01829237 0.1758723 ]
[ 0.22526078 0.09082462 0.02980344 0.08396486 0.00666236 -0.02527741
-0.19430317 0.148552 -0.05184272 -0.01653831]
[ 0.04893423 0.02960579 0.01922429 0.04907523 -0.44778252 -0.12557584
-0.23232 0.04159238 0.12455424 0.19937645]
[ 0.06029335 0.51111964 0.12862552 0.43960309 -1.24057745 -0.30555534
-0.58735817 -0.07075794 0.30248639 0.34646865]
[ 0.18062185 0.50211805 0.06823144 0.43424262 -1.01702632 -0.08428279
-0.43894523 0.15150193 0.21657893 0.48262496]
[ 0.25329778 0.32815322 0.24742864 0.15301666 -0.49177726 0.07925069
-0.2323045 0.16266998 0.24419366 0.08336979]
[-0.07232227 0.23733318 0.2416645 0.01856472 -0.05994415 0.13001205
-0.11426837 -0.01506467 -0.03096619 0.05213557]
[-0.09944839 0.00588649 0.02429279 0.09279133 -0.0605007 0.1158258
0.23954768 0.01988722 -0.27492332 -0.09341393]
[-0.22257144 -0.03718631 -0.09433619 -0.34606956 0.18670083 0.11960192
0.11067037 0.10316853 -0.20813663 0.03124813]
[ 0.00858628 -0.4151003 -0.12839238 -0.16341957 0.37584802 0.02593293
0.19852772 0.15215667 -0.1669655 -0.22424641]
[ 0.10694765 -0.24012029 -0.15832715 -0.02563938 -0.06464392 -0.04502938
0.11201876 -0.15527922 0.11298522 -0.1633145 ]
[-0.11889214 0.02430569 0.26400702 -0.00633955 0.1729211 0.07988958
0.07255757 -0.29746826 -0.11238013 -0.06050241]
[-0.33740042 0.01936024 0.01888697 -0.01119243 0.13026139 -0.17965126
0.0069021 0.23524288 -0.07282365 0.08789213]
[ 0.14676271 -0.00970893 -0.2327727 -0.07633167 0.11624842 -0.30051248
0.0860736 -0.16689055 0.00433467 -0.18299761]
[ 0.2125167 -0.21141489 0.06488424 -0.02164733 0.09746596 -0.03767611
0.05930865 -0.13678174 0.11379153 -0.17675018]
[-0.10660917 -0.08846731 0.12091545 0.10685632 0.03639051 -0.11401462
0.26275372 -0.07857708 0.18023044 -0.00467132]
[-0.0289855 -0.207139 0.18787251 -0.28761687 -0.18214332 0.12715323
0.10245335 -0.12144546 -0.00125365 0.19361621]]
[[ 0.63012257]
[ 1.73237461]
[ 0.23384414]
[ 0.88246268]
[-2.77372895]
[-0.26956941]
[-1.75589058]
[ 0.08415199]
[ 0.69779729]
[ 0.8924432 ]]
Progress: 44.9% ... Training loss: 0.266 ... Validation loss: 0.446[[ 1.66272184e-01 2.60756492e-01 -1.03154185e-01 1.12008333e-01
-5.04722088e-01 -7.22378652e-02 -8.63721798e-02 1.20692524e-01
-5.01827307e-02 2.05052800e-01]
[ 9.39829654e-03 1.32755298e-01 -2.09079043e-02 4.09057750e-02
9.34905722e-02 -5.14474746e-03 3.29569011e-01 4.05263099e-02
1.38368972e-01 -3.35238566e-02]
[ 2.02253590e-01 7.93590540e-01 1.36100011e-02 -4.51962618e-02
7.11879289e-01 -2.32758551e-02 -9.30551114e-01 -4.06405578e-02
5.86668740e-02 2.92270583e-01]
[ 5.60802639e-02 -3.95400050e-01 -1.92562851e-01 1.98204041e-01
-1.42666578e-02 1.26091303e-01 2.19155527e-01 6.53934382e-02
1.35937763e-01 3.02762141e-01]
[ -2.26409600e-02 8.72916441e-02 -1.47919216e-01 4.57585720e-02
-7.56757343e-02 -1.82058081e-01 7.30164048e-02 -1.16864514e-01
-1.91645147e-01 -4.44591822e-02]
[ -3.94113498e-01 -6.62064865e-01 -3.01177104e-01 1.53106065e-01
-1.56551091e-01 4.09089695e-02 3.64485148e-01 -3.94462830e-02
-2.87151382e-02 -2.98396452e-02]
[ -5.21285428e-03 -2.46773707e-01 9.51912009e-03 9.07913264e-02
-2.10769498e-02 -7.15545554e-02 1.83321729e-01 -1.91500707e-01
1.98082592e-01 3.75907427e-02]
[ 1.10988841e-01 -2.67980579e-01 3.27272165e-02 -7.05865878e-02
-1.25942367e-02 -4.91800808e-02 7.89353050e-02 1.18150659e-01
8.18623655e-02 -1.88863051e-02]
[ -1.79593582e-01 -1.85478589e-01 -3.03764873e-01 -2.47570112e-02
-3.62996651e-02 6.96952434e-02 -9.44186742e-02 -2.99524065e-02
2.63559046e-01 -1.37794356e-01]
[ 3.07502666e-02 -4.33185434e-01 7.67460639e-02 -9.95947767e-03
-2.13810376e-01 -1.09859922e-01 2.24946285e-01 -1.09927313e-01
-4.93896343e-04 6.85774397e-02]
[ -8.08599318e-02 -1.11201141e-01 3.74756824e-03 -1.32536542e-01
-8.55701754e-02 1.21550829e-02 2.21250970e-01 -1.02525098e-01
-2.79087889e-03 -1.14005931e-01]
[ -1.22681440e-01 -2.19911831e-01 -6.98497713e-02 9.86818292e-03
3.36254137e-01 9.97687527e-02 1.70329031e-01 -1.61492441e-02
-1.66696684e-01 -2.09292117e-01]
[ -1.58296666e-01 2.61608523e-03 6.12844086e-02 1.99480485e-02
-1.69624156e-01 -2.19087343e-01 -1.75281500e-01 -1.97199158e-01
8.51909440e-02 1.71927399e-01]
[ -2.83977352e-01 -3.49658626e-01 9.46336522e-02 2.13863963e-01
-1.38592356e-01 -6.40446316e-02 1.04419257e-01 -2.61155872e-01
-2.75014338e-01 -9.07794634e-02]
[ 9.73913849e-02 -2.05558404e-01 -2.42187118e-02 1.12106142e-01
-5.64881111e-02 -8.73335236e-02 2.55989211e-01 2.19285768e-03
2.24269556e-02 -1.95258086e-03]
[ 4.40074491e-02 -1.01539057e-01 -2.08210335e-01 1.60476497e-01
-9.45018705e-02 7.88719051e-02 -4.34831662e-02 -1.91809199e-02
-8.03383318e-02 5.67836667e-03]
[ -1.18533849e-01 -8.59780027e-02 -2.00907154e-01 1.61258436e-01
-3.92048322e-03 1.32558518e-01 1.13314736e-02 -2.50384599e-01
7.52480864e-02 -1.91796662e-01]
[ -6.21108120e-02 -4.44076102e-02 2.78236362e-01 1.09656271e-01
9.23566308e-02 -6.39525270e-02 -1.24733607e-01 1.21173415e-01
8.27733734e-02 4.69217744e-02]
[ 6.24599941e-02 -1.08276864e-02 8.89874635e-02 9.23598720e-02
2.06055347e-02 -1.79409696e-02 2.00275832e-01 1.20403933e-01
-2.30299403e-02 -5.46507935e-02]
[ 9.07839063e-03 -1.45345091e-01 -2.92615744e-01 -5.32891860e-02
1.08746293e-01 -9.23458633e-02 1.33539644e-01 1.62673359e-01
1.06452138e-01 -3.17700414e-02]
[ 5.32379776e-02 -3.12848718e-02 -1.14093141e-01 5.35785394e-02
-1.36724129e-01 3.18553843e-01 2.65713175e-01 2.05054283e-01
-1.52742145e-01 -5.20895065e-02]
[ 2.94693354e-03 -9.26957790e-03 1.23170632e-01 1.08602085e-01
6.20377130e-03 1.05033467e-01 -9.97077336e-02 -4.16996760e-02
2.17715731e-01 8.37844648e-02]
[ 1.17266142e-01 8.55600274e-02 -4.19540755e-02 -8.80886935e-02
-1.26157245e-01 -3.32957403e-01 1.11438788e-01 9.25654953e-03
1.50970211e-01 9.88010903e-02]
[ -1.04621016e-01 -5.59619329e-02 -1.65279220e-02 2.02401994e-02
-1.66135917e-02 -2.03950337e-01 -5.30379427e-02 -2.03894143e-02
1.62857245e-02 1.24503280e-01]
[ -1.65129654e-01 -1.34216477e-01 -2.05091101e-01 -2.76350318e-02
-2.84256655e-01 2.58894577e-03 6.66654085e-02 -2.59472184e-02
-1.50350336e-02 3.40496163e-02]
[ -3.16738535e-02 -1.34987571e-01 -7.53752223e-02 -1.27325307e-01
5.31250928e-01 2.75876660e-01 6.01814856e-01 1.12926725e-01
-1.82377986e-01 -3.80532590e-01]
[ -1.68324499e-02 -4.41781197e-01 -3.07748295e-02 -7.20521337e-02
6.55827049e-01 1.00076658e-01 5.67682560e-01 9.14227894e-02
3.07811675e-02 -3.87075475e-01]
[ 1.01443117e-02 -4.99623424e-01 -4.40467323e-02 -1.07670300e-01
6.77293601e-01 2.32075858e-02 5.36101328e-01 4.84676385e-02
-3.64680390e-01 -2.20710966e-01]
[ -1.75143101e-01 -6.40532574e-01 -1.08677882e-02 -2.06358827e-01
7.80681227e-01 -9.03276830e-02 6.62826250e-01 -8.33794521e-02
-7.00370423e-02 8.35370690e-02]
[ -3.03724968e-01 -4.65822149e-01 5.31961429e-02 -5.47057060e-02
9.30107191e-01 1.43947971e-01 4.77602926e-01 4.68520110e-02
-9.42997910e-02 -1.42709534e-01]
[ -2.11861956e-01 -3.46067331e-01 2.49850977e-01 -2.47900244e-01
6.79851390e-01 -4.33029305e-02 7.28125388e-01 1.24868068e-02
-2.61324036e-01 -3.15713730e-02]
[ -1.38321978e-01 -2.51501575e-01 -1.83815396e-01 -1.10352752e-01
5.12580744e-01 -2.27560750e-01 2.05447395e-01 1.67975140e-01
-1.60174177e-02 -1.27084291e-01]
[ 1.02839225e-01 2.51628546e-01 1.60205697e-01 -1.03428874e-01
-7.67970945e-02 5.37348881e-02 -1.50516614e-01 2.81673924e-01
6.54300378e-02 1.70681949e-01]
[ 3.58240787e-01 3.60746893e-01 -7.89091720e-02 3.21017520e-01
-9.14343406e-01 -2.89966952e-01 -5.03429545e-01 1.78072977e-01
3.96275773e-01 -1.43277283e-02]
[ 4.58425259e-02 1.22642530e-01 2.52911450e-01 2.45586911e-01
-5.05428461e-02 -1.95757392e-01 -1.72284750e-01 -1.33302409e-01
-1.41001509e-01 -2.92234309e-01]
[ 1.57508301e-02 -9.13840452e-02 -1.22353338e-01 -6.59854180e-02
2.44183104e-01 4.29933815e-02 9.27387077e-03 -1.85944640e-01
2.36973871e-02 1.95406791e-01]
[ -4.04156589e-03 -6.33832315e-02 -6.94947018e-02 -6.03621053e-02
-6.58315664e-03 -1.75944916e-01 9.36062655e-02 9.17214815e-03
2.95734651e-02 -4.91450039e-03]
[ 2.90904383e-02 8.63638225e-02 2.43641936e-01 7.29608403e-02
-2.30071425e-01 -1.36310869e-01 9.62508321e-02 3.92235757e-02
-1.86729056e-01 1.05067063e-01]
[ 7.52937822e-02 5.24395909e-02 1.08092681e-01 9.83393212e-03
-2.49666808e-01 6.67584785e-02 4.28292077e-02 -2.70905574e-01
-1.57237882e-02 -8.54390475e-02]
[ -4.77195705e-03 1.19917422e-01 8.63913362e-02 -2.43250610e-02
-7.69139044e-02 1.77622727e-01 7.08988385e-02 1.18579738e-01
-1.67048261e-02 1.77870157e-01]
[ 2.26067571e-01 9.28962783e-02 3.01207385e-02 8.51547765e-02
3.67717707e-03 -2.56265240e-02 -1.96379990e-01 1.48660701e-01
-5.10006778e-02 -1.53844167e-02]
[ 4.90254639e-02 2.98836934e-02 1.92505029e-02 4.91840593e-02
-4.47960967e-01 -1.25592783e-01 -2.32309782e-01 4.16001404e-02
1.24647415e-01 1.99592531e-01]
[ 5.98777793e-02 5.09802082e-01 1.28441986e-01 4.38914609e-01
-1.24033327e+00 -3.05367507e-01 -5.85935881e-01 -7.08169476e-02
3.02003896e-01 3.45792222e-01]
[ 1.80583136e-01 5.01866847e-01 6.82338987e-02 4.34275608e-01
-1.01759775e+00 -8.42873347e-02 -4.38610816e-01 1.51502338e-01
2.16645097e-01 4.82493103e-01]
[ 2.52928195e-01 3.27543487e-01 2.47285243e-01 1.52488230e-01
-4.90909172e-01 7.94083764e-02 -2.31523103e-01 1.62621124e-01
2.43806528e-01 8.28738490e-02]
[ -7.21554401e-02 2.37807081e-01 2.41727900e-01 1.88057297e-02
-6.07025737e-02 1.29939771e-01 -1.14727590e-01 -1.50433353e-02
-3.07805654e-02 5.23302850e-02]
[ -9.92513936e-02 6.41674212e-03 2.43656063e-02 9.30687222e-02
-6.15709892e-02 1.15755973e-01 2.38915366e-01 1.99121005e-02
-2.74703163e-01 -9.31351464e-02]
[ -2.22673243e-01 -3.75319800e-02 -9.43712183e-02 -3.46194892e-01
1.87181308e-01 1.19641806e-01 1.11007292e-01 1.03155687e-01
-2.08248876e-01 3.11415223e-02]
[ 8.56540261e-03 -4.15206417e-01 -1.28406001e-01 -1.63459003e-01
3.75979614e-01 2.59436811e-02 1.98632610e-01 1.52153695e-01
-1.67001101e-01 -2.24285732e-01]
[ 1.08449106e-01 -2.36663308e-01 -1.57774018e-01 -2.33296421e-02
-7.30876585e-02 -4.57000979e-02 1.08641969e-01 -1.55073192e-01
1.14932569e-01 -1.61020028e-01]
[ -1.18702219e-01 2.43268195e-02 2.64089821e-01 -6.02427845e-03
1.71826757e-01 7.97832359e-02 7.24693618e-02 -2.97435713e-01
-1.12107478e-01 -6.02982903e-02]
[ -3.37545383e-01 1.86206360e-02 1.88700173e-02 -1.12611882e-02
1.30267245e-01 -1.79630427e-01 7.70718484e-03 2.35248013e-01
-7.28757576e-02 8.78240667e-02]
[ 1.47663856e-01 -7.52828275e-03 -2.32382464e-01 -7.48591133e-02
1.12406902e-01 -3.00924498e-01 8.39945993e-02 -1.66753536e-01
5.50353605e-03 -1.81610888e-01]
[ 2.13204348e-01 -2.11294519e-01 6.51069046e-02 -2.08844675e-02
9.63066399e-02 -3.79569877e-02 5.82895646e-02 -1.36691331e-01
1.14495197e-01 -1.75912564e-01]
[ -1.06464027e-01 -8.79871831e-02 1.20963009e-01 1.07060968e-01
3.54658357e-02 -1.14070391e-01 2.62369503e-01 -7.85621142e-02
1.80364529e-01 -4.50248288e-03]
[ -2.79521672e-02 -2.04323313e-01 1.88232358e-01 -2.86320434e-01
-1.87173005e-01 1.26761547e-01 9.96847382e-02 -1.21332700e-01
-3.08432535e-04 1.94953989e-01]]
[[ 0.64520756]
[ 1.74518501]
[ 0.24670565]
[ 0.89719456]
[-2.76122137]
[-0.25640972]
[-1.73968471]
[ 0.09618724]
[ 0.71147762]
[ 0.90573518]]
Progress: 45.0% ... Training loss: 0.272 ... Validation loss: 0.441[[ 0.16496452 0.25793831 -0.10371991 0.11000339 -0.4990255 -0.07164054
-0.08282277 0.12048618 -0.05167117 0.20346885]
[ 0.00864339 0.13065048 -0.02119885 0.03979292 0.09687973 -0.00483031
0.33185775 0.04040625 0.13757448 -0.03455672]
[ 0.19996443 0.78754609 0.0127337 -0.04836847 0.72220177 -0.0224513
-0.92440916 -0.04096615 0.05623723 0.28941655]
[ 0.05405717 -0.40329811 -0.19323424 0.19556745 -0.00297996 0.12689572
0.22579328 0.06510643 0.13396277 0.30079615]
[-0.02410234 0.08404699 -0.14840075 0.04395628 -0.06875847 -0.18164141
0.07762928 -0.11707481 -0.19308287 -0.04612505]
[-0.3937025 -0.6611308 -0.30107677 0.153545 -0.15764384 0.04080619
0.36366748 -0.03939597 -0.02835601 -0.02938781]
[-0.00671066 -0.25027787 0.00895418 0.08882152 -0.01679181 -0.07099483
0.18724222 -0.19171903 0.1965415 0.0357864 ]
[ 0.109245 -0.27287659 0.03202313 -0.0731438 -0.00533538 -0.04844558
0.08389716 0.11789094 0.07991064 -0.02121747]
[-0.18170283 -0.1910887 -0.3045128 -0.02765702 -0.03058715 0.07046956
-0.0885525 -0.03026229 0.26135674 -0.14054415]
[ 0.02779089 -0.44013701 0.07550326 -0.01431581 -0.20508732 -0.10859363
0.23273691 -0.11038701 -0.00379062 0.0646121 ]
[-0.08279219 -0.11706471 0.00306856 -0.13515829 -0.0782971 0.01284721
0.22694846 -0.10279998 -0.00479905 -0.11647309]
[-0.12272971 -0.22017292 -0.06984458 0.00985817 0.33642175 0.0997761
0.17077178 -0.01615227 -0.16672778 -0.20929307]
[-0.15829667 0.00261609 0.06128441 0.01994805 -0.16962416 -0.21908734
-0.1752815 -0.19719916 0.08519094 0.1719274 ]
[-0.2843441 -0.34998157 0.09447411 0.2133236 -0.13815159 -0.06387325
0.10524108 -0.26122091 -0.27549508 -0.09140664]
[ 0.09787143 -0.20448091 -0.02407088 0.11268995 -0.05727063 -0.08747801
0.25490129 0.0022632 0.02295875 -0.0012994 ]
[ 0.04313252 -0.10354048 -0.20854142 0.159279 -0.09210638 0.07921323
-0.04146476 -0.019311 -0.08130754 0.00452099]
[-0.11820502 -0.08516187 -0.20078316 0.16171416 -0.00539983 0.13242721
0.01047998 -0.25034032 0.07561095 -0.19137676]
[-0.06272441 -0.04611691 0.27800834 0.10890873 0.0944197 -0.06372897
-0.12273691 0.1210885 0.08221948 0.04628256]
[ 0.06221484 -0.01129598 0.08890825 0.09206168 0.02109323 -0.0178742
0.20090545 0.12038227 -0.02324762 -0.05487344]
[ 0.00872539 -0.14603645 -0.29277238 -0.05384703 0.10998019 -0.09219774
0.13425222 0.1626206 0.10606263 -0.03225182]
[ 0.05187071 -0.03495153 -0.1146409 0.05156863 -0.13079215 0.31912859
0.2694183 0.20483989 -0.15434228 -0.05400618]
[ 0.00296806 -0.00949631 0.12316883 0.10862175 0.00638732 0.10503872
-0.09953985 -0.04170091 0.21774517 0.0838403 ]
[ 0.11588936 0.08184419 -0.04245552 -0.08999917 -0.121289 -0.33244342
0.11518276 0.00905497 0.1494878 0.09703249]
[-0.10575568 -0.0589256 -0.01692703 0.01868488 -0.01429687 -0.20352902
-0.04986663 -0.02055426 0.0151304 0.12295477]
[-0.1645674 -0.13342013 -0.20487494 -0.02686518 -0.28575245 0.00236405
0.06556827 -0.02586296 -0.01444621 0.03484921]
[-0.03170128 -0.13506367 -0.07537969 -0.12737829 0.5312537 0.27588834
0.60185713 0.11292595 -0.18240353 -0.38054114]
[-0.01685931 -0.44191827 -0.03078775 -0.0721051 0.6558941 0.10008987
0.56779094 0.09141771 0.03073863 -0.38711702]
[ 0.01019212 -0.49973786 -0.04402906 -0.10759812 0.67714242 0.0231893
0.53605604 0.04847789 -0.36463455 -0.22063992]
[-0.17505095 -0.64044327 -0.01082608 -0.20619695 0.78039061 -0.09037508
0.6626338 -0.08336171 -0.06991018 0.08371485]
[-0.30373734 -0.46582948 0.05319075 -0.05472471 0.93016426 0.14395348
0.47761294 0.04684991 -0.09431457 -0.14272898]
[-0.21213283 -0.34670955 0.24975142 -0.24827705 0.68101278 -0.0431968
0.72879514 0.01244646 -0.26162215 -0.03187084]
[-0.1383298 -0.25152239 -0.18381725 -0.11035766 0.51259689 -0.22755735
0.20548067 0.16797436 -0.01602274 -0.12709821]
[ 0.1005231 0.24519185 0.15928574 -0.10683108 -0.06725287 0.05469381
-0.14408354 0.28131294 0.06292087 0.16764228]
[ 0.35850651 0.36102497 -0.07879701 0.32138129 -0.91480495 -0.29005305
-0.50364839 0.17811987 0.39663932 -0.01388316]
[ 0.04593777 0.12265878 0.25295018 0.24569151 -0.05100921 -0.19578452
-0.17251583 -0.13328984 -0.14090794 -0.29209121]
[ 0.01628323 -0.09020793 -0.12216102 -0.06525642 0.24196405 0.0427904
0.00809166 -0.18587099 0.0242839 0.19617507]
[-0.0045932 -0.06472453 -0.06971023 -0.06115918 -0.00430802 -0.17572147
0.09491707 0.00908499 0.02893625 -0.00573762]
[ 0.0287493 0.08565514 0.24350224 0.07241557 -0.22826424 -0.13616933
0.09704768 0.03916685 -0.18715171 0.10453364]
[ 0.0752836 0.05260378 0.10811441 0.00988398 -0.24947716 0.06673928
0.0430943 -0.2709011 -0.01570003 -0.08542327]
[-0.0042519 0.12158314 0.08659119 -0.02356833 -0.07950874 0.17739495
0.06925311 0.1186579 -0.01611891 0.17857867]
[ 0.22590645 0.09245631 0.03006148 0.08493083 0.00435113 -0.02557064
-0.19594583 0.14863736 -0.05118006 -0.01559042]
[ 0.04869913 0.02909822 0.0191189 0.04875844 -0.4469246 -0.12546762
-0.2311855 0.04155401 0.12429307 0.19917072]
[ 0.05849603 0.50659182 0.12790721 0.43706709 -1.2372102 -0.3048457
-0.58245428 -0.07101791 0.30046554 0.34386895]
[ 0.18001455 0.50044484 0.06801537 0.43350908 -1.0169767 -0.08406821
-0.43703028 0.15141973 0.21603902 0.48169966]
[ 0.25290306 0.32740359 0.24727936 0.15247549 -0.49054066 0.07942069
-0.23130633 0.16262011 0.24378309 0.08286915]
[-0.07217985 0.23788042 0.2417194 0.01877605 -0.0606956 0.12994958
-0.11472703 -0.01504634 -0.03080383 0.05229722]
[-0.09933441 0.00630435 0.02432529 0.09292494 -0.06142145 0.11579796
0.23901777 0.01989656 -0.27479865 -0.09327303]
[-0.22277253 -0.03785369 -0.09441072 -0.34633514 0.18750746 0.11968228
0.11121103 0.1031418 -0.20835973 0.03102904]
[ 0.00830619 -0.41582928 -0.12850908 -0.16384402 0.37690073 0.02604791
0.19926551 0.15211276 -0.16727655 -0.22463647]
[ 0.10785517 -0.23757385 -0.15798205 -0.02405685 -0.07362293 -0.04547922
0.11015017 -0.15516308 0.11436137 -0.1618309 ]
[-0.11991341 0.02119833 0.26366561 -0.00758656 0.17642838 0.08025
0.07575982 -0.29761317 -0.11335452 -0.06182279]
[-0.3390178 0.01522961 0.01830099 -0.01330812 0.13581268 -0.17907406
0.01114741 0.23503627 -0.07447837 0.08588827]
[ 0.1474159 -0.00895082 -0.2325294 -0.07539153 0.11541378 -0.30074633
0.08537799 -0.16679908 0.00520311 -0.18205589]
[ 0.21288163 -0.21235321 0.06498659 -0.02137812 0.0975124 -0.03785866
0.05912276 -0.13673549 0.11407411 -0.17636483]
[-0.1064186 -0.08790234 0.12097365 0.1071118 0.03507399 -0.11408138
0.26228533 -0.07855525 0.18041143 -0.00443374]
[-0.02908929 -0.2075731 0.18777362 -0.28799687 -0.18444182 0.1272178
0.10324431 -0.1215084 -0.00154896 0.19362024]]
[[ 0.62837854]
[ 1.72959487]
[ 0.23063207]
[ 0.88073113]
[-2.77438046]
[-0.27002416]
[-1.75448965]
[ 0.07983664]
[ 0.69353146]
[ 0.88613884]]
Progress: 45.0% ... Training loss: 0.267 ... Validation loss: 0.445[[ 1.63698369e-01 2.55755487e-01 -1.04155120e-01 1.08170117e-01
-4.92886285e-01 -7.11738442e-02 -8.03162678e-02 1.20343805e-01
-5.28569914e-02 2.02130038e-01]
[ 8.78591777e-03 1.30906713e-01 -2.11470010e-02 3.99928875e-02
9.63000257e-02 -4.88816459e-03 3.31626137e-01 4.04244435e-02
1.37709932e-01 -3.43562951e-02]
[ 1.98244982e-01 7.85087521e-01 1.21313653e-02 -5.06699456e-02
7.30655011e-01 -2.18742042e-02 -9.22480506e-01 -4.11536682e-02
5.44870081e-02 2.87421378e-01]
[ 5.86097856e-02 -3.92800524e-01 -1.91507355e-01 2.02262806e-01
-2.28803102e-02 1.24976894e-01 2.14710959e-01 6.56555763e-02
1.38974408e-01 3.07088162e-01]
[ -2.67708903e-02 7.77588069e-02 -1.49477863e-01 3.99046051e-02
-5.75804884e-02 -1.80466459e-01 8.47013985e-02 -1.17408210e-01
-1.96220401e-01 -5.01084595e-02]
[ -3.93814758e-01 -6.61544291e-01 -3.01157125e-01 1.53155616e-01
-1.56286849e-01 4.08777533e-02 3.64314362e-01 -3.94141087e-02
-2.85647188e-02 -2.95436647e-02]
[ -8.51341743e-03 -2.54393128e-01 8.29717156e-03 8.63055344e-02
-1.09823355e-02 -7.02326230e-02 1.91902683e-01 -1.91930790e-01
1.94570689e-01 3.33654125e-02]
[ 1.09514311e-01 -2.70968410e-01 3.21582101e-02 -7.25936704e-02
-7.60482732e-03 -4.86503103e-02 8.21615254e-02 1.17934659e-01
8.03687660e-02 -2.05134638e-02]
[ -1.80093878e-01 -1.88257355e-01 -3.03939065e-01 -2.53575873e-02
-3.67739020e-02 6.97796183e-02 -9.17168163e-02 -3.00570198e-02
2.63151001e-01 -1.38223137e-01]
[ 2.54013697e-02 -4.46313733e-01 7.45349678e-02 -1.80175441e-02
-1.95876664e-01 -1.07536290e-01 2.39510591e-01 -1.10696063e-01
-6.44290468e-03 6.12899409e-02]
[ -8.03788527e-02 -1.10150025e-01 4.01541660e-03 -1.31472210e-01
-8.88684955e-02 1.17201373e-02 2.20094382e-01 -1.02470675e-01
-2.05426447e-03 -1.12769580e-01]
[ -1.22790270e-01 -2.20700093e-01 -6.98516918e-02 9.81801790e-03
3.36492774e-01 9.97849285e-02 1.71259558e-01 -1.61534387e-02
-1.66747419e-01 -2.09226259e-01]
[ -1.58296666e-01 2.61608523e-03 6.12844086e-02 1.99480485e-02
-1.69624156e-01 -2.19087343e-01 -1.75281500e-01 -1.97199158e-01
8.51909440e-02 1.71927399e-01]
[ -2.84527522e-01 -3.50211718e-01 9.43966721e-02 2.13010268e-01
-1.38354091e-01 -6.37921195e-02 1.05683128e-01 -2.61245898e-01
-2.75738939e-01 -9.17140182e-02]
[ 9.80676870e-02 -2.04507417e-01 -2.40056854e-02 1.12867478e-01
-5.67758588e-02 -8.75482424e-02 2.54940268e-01 2.29157935e-03
2.31562361e-02 -1.00924520e-03]
[ 4.26109609e-02 -1.04068574e-01 -2.08745010e-01 1.58536251e-01
-9.06841291e-02 7.94385760e-02 -4.06696056e-02 -1.93824162e-02
-8.18757135e-02 3.83311062e-03]
[ -1.19485243e-01 -8.84448261e-02 -2.01249015e-01 1.59889668e-01
-2.37503535e-04 1.32987714e-01 1.39871044e-02 -2.50485094e-01
7.42030790e-02 -1.93133017e-01]
[ -6.27517484e-02 -4.63438059e-02 2.77998720e-01 1.08880405e-01
9.41461822e-02 -6.37177509e-02 -1.22537388e-01 1.21084994e-01
8.21831247e-02 4.63416332e-02]
[ 6.27562323e-02 -9.48450042e-03 8.91248221e-02 9.29113462e-02
1.87485871e-02 -1.81619114e-02 1.99413834e-01 1.20452638e-01
-2.26235184e-02 -5.40642548e-02]
[ 8.29333448e-03 -1.47100648e-01 -2.92977012e-01 -5.46330675e-02
1.12074513e-01 -9.19999278e-02 1.34797554e-01 1.62557632e-01
1.05530401e-01 -3.28838689e-02]
[ 5.25741249e-02 -3.24558217e-02 -1.14310061e-01 5.28183529e-02
-1.34377254e-01 3.18750767e-01 2.67016256e-01 2.04951051e-01
-1.53427570e-01 -5.26838900e-02]
[ 1.74893556e-03 -1.24116112e-02 1.22704508e-01 1.06865003e-01
1.07373668e-02 1.05565285e-01 -9.60179914e-02 -4.18618525e-02
2.16525726e-01 8.20711332e-02]
[ 1.16971244e-01 8.41401079e-02 -4.20741066e-02 -8.84672972e-02
-1.25479902e-01 -3.32894826e-01 1.12814624e-01 9.19083904e-03
1.50598617e-01 9.85478265e-02]
[ -1.05056154e-01 -5.75074674e-02 -1.66646679e-02 1.96969650e-02
-1.71911876e-02 -2.03823377e-01 -5.14838834e-02 -2.04637927e-02
1.59222655e-02 1.23971319e-01]
[ -1.64162911e-01 -1.32956471e-01 -2.04734408e-01 -2.62901794e-02
-2.87074905e-01 2.18209907e-03 6.48046861e-02 -2.58115052e-02
-1.40044056e-02 3.54375271e-02]
[ -3.12496455e-02 -1.34290050e-01 -7.52093337e-02 -1.26723566e-01
5.29328147e-01 2.75693135e-01 6.01112471e-01 1.12984796e-01
-1.81940256e-01 -3.79934119e-01]
[ -1.70002972e-02 -4.42290835e-01 -3.08427377e-02 -7.23107314e-02
6.56444682e-01 1.00152512e-01 5.68167854e-01 9.14005319e-02
3.05674637e-02 -3.87323976e-01]
[ 1.03396269e-02 -4.99718206e-01 -4.39541799e-02 -1.07328273e-01
6.76156323e-01 2.30993155e-02 5.36007153e-01 4.85037664e-02
-3.64425101e-01 -2.20382746e-01]
[ -1.75028251e-01 -6.40359972e-01 -1.08210988e-02 -2.06171140e-01
7.80283913e-01 -9.03804806e-02 6.62684272e-01 -8.33631685e-02
-6.98662863e-02 8.37541423e-02]
[ -3.03748524e-01 -4.65862503e-01 5.31912844e-02 -5.47204272e-02
9.30154790e-01 1.43953579e-01 4.77632924e-01 4.68498781e-02
-9.43139925e-02 -1.42724403e-01]
[ -2.12209640e-01 -3.46970012e-01 2.49727001e-01 -2.48390452e-01
6.81496634e-01 -4.31589184e-02 7.28984382e-01 1.24377093e-02
-2.61710544e-01 -3.19765460e-02]
[ -1.38379957e-01 -2.51608852e-01 -1.83839786e-01 -1.10441787e-01
5.12997223e-01 -2.27531552e-01 2.05630939e-01 1.67967829e-01
-1.61062011e-02 -1.27128888e-01]
[ 1.00426215e-01 2.45336095e-01 1.59232135e-01 -1.07018774e-01
-6.75505888e-02 5.47665576e-02 -1.44363874e-01 2.81288453e-01
6.28489956e-02 1.67611136e-01]
[ 3.58626586e-01 3.61847067e-01 -7.87399921e-02 3.21582280e-01
-9.15784460e-01 -2.90133003e-01 -5.03970216e-01 1.78138403e-01
3.96869806e-01 -1.36428991e-02]
[ 4.58475687e-02 1.22549783e-01 2.52911289e-01 2.45543293e-01
-5.07948116e-02 -1.95750777e-01 -1.72464443e-01 -1.33303274e-01
-1.41028471e-01 -2.92218604e-01]
[ 1.64526806e-02 -8.99292760e-02 -1.22113729e-01 -6.50215238e-02
2.41287210e-01 4.27189898e-02 7.81304360e-03 -1.85850633e-01
2.44603584e-02 1.96408067e-01]
[ -4.53778741e-03 -6.50485057e-02 -6.96997451e-02 -6.10985508e-02
-4.15859572e-03 -1.75741246e-01 9.49378208e-02 9.09196861e-03
2.89867220e-02 -5.65240027e-03]
[ 2.88913383e-02 8.59197456e-02 2.43555195e-01 7.26025134e-02
-2.28797761e-01 -1.36236780e-01 9.66938640e-02 3.91850013e-02
-1.87004081e-01 1.04751394e-01]
[ 7.50805128e-02 5.19557233e-02 1.08038173e-01 9.57971422e-03
-2.48317848e-01 6.68223455e-02 4.36571898e-02 -2.70923577e-01
-1.59149769e-02 -8.56969281e-02]
[ -4.43583433e-03 1.21125118e-01 8.65207784e-02 -2.38323367e-02
-7.87434338e-02 1.77480154e-01 6.97811002e-02 1.18639029e-01
-1.63291308e-02 1.78310742e-01]
[ 2.26017077e-01 9.29344890e-02 3.00980508e-02 8.50942530e-02
4.07744464e-03 -2.56428874e-02 -1.96137813e-01 1.48653524e-01
-5.10477904e-02 -1.54184085e-02]
[ 4.86217925e-02 2.88704331e-02 1.90859505e-02 4.86328809e-02
-4.46654907e-01 -1.25431776e-01 -2.30936995e-01 4.15424572e-02
1.24192760e-01 1.99046533e-01]
[ 5.82037045e-02 5.06425880e-01 1.27771077e-01 4.36570431e-01
-1.23606344e+00 -3.04726619e-01 -5.82220250e-01 -7.10624729e-02
3.00043209e-01 3.43399817e-01]
[ 1.79707160e-01 4.99731234e-01 6.79035629e-02 4.33095625e-01
-1.01574923e+00 -8.39438929e-02 -4.36278721e-01 1.51383023e-01
2.15711639e-01 4.81355628e-01]
[ 2.53270361e-01 3.28544036e-01 2.47448886e-01 1.53120565e-01
-4.92457178e-01 7.92234961e-02 -2.32458148e-01 1.62677229e-01
2.44287585e-01 8.35008061e-02]
[ -7.18570962e-02 2.38451450e-01 2.41853370e-01 1.92458232e-02
-6.23158416e-02 1.29817448e-01 -1.15255654e-01 -1.49961498e-02
-3.04184536e-02 5.28091241e-02]
[ -9.97983385e-02 5.27521549e-03 2.41530194e-02 9.22705284e-02
-5.95449697e-02 1.15996762e-01 2.40226063e-01 1.98470776e-02
-2.75297152e-01 -9.38728311e-02]
[ -2.22794324e-01 -3.78526712e-02 -9.44297537e-02 -3.46410607e-01
1.87555403e-01 1.19703750e-01 1.11213178e-01 1.03135009e-01
-2.08400727e-01 3.09621699e-02]
[ 8.37596668e-03 -4.15767310e-01 -1.28482890e-01 -1.63743323e-01
3.76645280e-01 2.60170657e-02 1.99179018e-01 1.52121971e-01
-1.67197964e-01 -2.24540667e-01]
[ 1.05962582e-01 -2.42182368e-01 -1.58805424e-01 -2.69687627e-02
-6.74528980e-02 -4.46138726e-02 1.15149409e-01 -1.55424936e-01
1.12212670e-01 -1.64505107e-01]
[ -1.19606476e-01 2.18790949e-02 2.63776940e-01 -7.17003148e-03
1.75168630e-01 8.01176399e-02 7.52337346e-02 -2.97556096e-01
-1.13037655e-01 -6.13295359e-02]
[ -3.38824349e-01 1.57149755e-02 1.83381563e-02 -1.31616997e-02
1.35256610e-01 -1.79139486e-01 1.04746780e-02 2.35048009e-01
-7.43592975e-02 8.60575426e-02]
[ 1.47957304e-01 -7.36715100e-03 -2.32291551e-01 -7.44884974e-02
1.12558710e-01 -3.01047397e-01 8.38383883e-02 -1.66715017e-01
5.93569994e-03 -1.81211943e-01]
[ 2.13456987e-01 -2.09933622e-01 6.52802196e-02 -2.02663358e-02
9.45050657e-02 -3.81853420e-02 5.70091463e-02 -1.36648918e-01
1.14889469e-01 -1.75250661e-01]
[ -1.05744121e-01 -8.71735915e-02 1.21243927e-01 1.08050554e-01
3.36351916e-02 -1.14383511e-01 2.61506767e-01 -7.84598001e-02
1.81163996e-01 -3.40528928e-03]
[ -2.95250618e-02 -2.08651933e-01 1.87618191e-01 -2.88657283e-01
-1.82784562e-01 1.27419211e-01 1.04283043e-01 -1.21562338e-01
-2.06384905e-03 1.93093508e-01]]
[[ 0.6277111 ]
[ 1.7266279 ]
[ 0.22976745]
[ 0.88023982]
[-2.77336198]
[-0.26820381]
[-1.75092701]
[ 0.08246702]
[ 0.69497467]
[ 0.88625752]]
Progress: 45.0% ... Training loss: 0.267 ... Validation loss: 0.449[[ 1.63060135e-01 2.54124783e-01 -1.04359945e-01 1.07156736e-01
-4.89061728e-01 -7.09123025e-02 -7.83888340e-02 1.20259404e-01
-5.36659028e-02 2.01110575e-01]
[ 8.96491580e-03 1.31181781e-01 -2.10600656e-02 4.03265432e-02
9.53283530e-02 -4.98742981e-03 3.31468437e-01 4.04539795e-02
1.37948805e-01 -3.41038868e-02]
[ 1.97798528e-01 7.85239023e-01 1.19463059e-02 -5.17026158e-02
7.33663839e-01 -2.16165037e-02 -9.22084951e-01 -4.12342246e-02
5.37379931e-02 2.86585101e-01]
[ 5.98910522e-02 -3.89594370e-01 -1.90969514e-01 2.04355834e-01
-2.74676258e-02 1.24476598e-01 2.11491644e-01 6.58160702e-02
1.40586094e-01 3.09092322e-01]
[ -2.91535662e-02 7.15593417e-02 -1.50282789e-01 3.67175169e-02
-4.87303084e-02 -1.79522183e-01 9.04909684e-02 -1.17714778e-01
-1.98910964e-01 -5.35656064e-02]
[ -3.93771951e-01 -6.61858384e-01 -3.01116020e-01 1.53285213e-01
-1.56589016e-01 4.08314282e-02 3.64654154e-01 -3.94006973e-02
-2.84725399e-02 -2.95775868e-02]
[ -9.09476161e-03 -2.55320303e-01 8.09955958e-03 8.55259128e-02
-9.17717335e-03 -6.99692711e-02 1.93421695e-01 -1.92002900e-01
1.93973641e-01 3.25615876e-02]
[ 1.10160629e-01 -2.69343637e-01 3.23991938e-02 -7.17982737e-02
-9.67406341e-03 -4.89397363e-02 8.04876344e-02 1.18011443e-01
8.09454839e-02 -1.97754839e-02]
[ -1.80555686e-01 -1.90132222e-01 -3.04075295e-01 -2.59139162e-02
-3.52937304e-02 6.99607262e-02 -8.99514574e-02 -3.01111061e-02
2.62745636e-01 -1.38784334e-01]
[ 2.56983466e-02 -4.45789049e-01 7.46564879e-02 -1.76562338e-02
-1.97349576e-01 -1.07665036e-01 2.39245309e-01 -1.10658993e-01
-6.19187376e-03 6.14399133e-02]
[ -8.12521227e-02 -1.12768852e-01 3.73490364e-03 -1.32644741e-01
-8.57219291e-02 1.20643466e-02 2.22918352e-01 -1.02576901e-01
-2.90050480e-03 -1.13968335e-01]
[ -1.22568004e-01 -2.20097311e-01 -6.97444518e-02 1.02182819e-02
3.35733050e-01 9.96781737e-02 1.70651143e-01 -1.61202828e-02
-1.66485725e-01 -2.08838441e-01]
[ -1.58296666e-01 2.61608523e-03 6.12844086e-02 1.99480485e-02
-1.69624156e-01 -2.19087343e-01 -1.75281500e-01 -1.97199158e-01
8.51909440e-02 1.71927399e-01]
[ -2.84232438e-01 -3.49812798e-01 9.45377902e-02 2.13559212e-01
-1.39638286e-01 -6.39529351e-02 1.05246170e-01 -2.61197927e-01
-2.75350945e-01 -9.12986497e-02]
[ 9.81231213e-02 -2.04495009e-01 -2.39960130e-02 1.12897935e-01
-5.65373143e-02 -8.75643524e-02 2.54904812e-01 2.29761772e-03
2.32170423e-02 -9.65523104e-04]
[ 4.19206981e-02 -1.05575283e-01 -2.08983465e-01 1.57572412e-01
-8.83916777e-02 7.97220455e-02 -3.89337101e-02 -1.94713232e-02
-8.26357207e-02 2.88050014e-03]
[ -1.19991644e-01 -8.94066938e-02 -2.01424319e-01 1.59200016e-01
1.34078888e-03 1.33174605e-01 1.50023469e-02 -2.50543841e-01
7.36219896e-02 -1.93832768e-01]
[ -6.29573709e-02 -4.71975358e-02 2.77932650e-01 1.08626167e-01
9.47183230e-02 -6.35863971e-02 -1.21355794e-01 1.21056282e-01
8.20402731e-02 4.60243623e-02]
[ 6.33880261e-02 -7.74726219e-03 8.93357872e-02 9.37382847e-02
1.62691588e-02 -1.84297551e-02 1.97497791e-01 1.20531193e-01
-2.19893990e-02 -5.31701877e-02]
[ 8.64338159e-03 -1.46219766e-01 -2.92849569e-01 -5.42048538e-02
1.10697771e-01 -9.21489902e-02 1.34132972e-01 1.62601777e-01
1.05903317e-01 -3.24050941e-02]
[ 5.26717490e-02 -3.20993439e-02 -1.14264117e-01 5.29608836e-02
-1.34864149e-01 3.18710284e-01 2.66663030e-01 2.04958614e-01
-1.53296673e-01 -5.27344769e-02]
[ 1.61174998e-03 -1.26253003e-02 1.22669148e-01 1.06649584e-01
1.20176553e-02 1.05604961e-01 -9.58704193e-02 -4.18778037e-02
2.16271564e-01 8.19022755e-02]
[ 1.16852782e-01 8.37989534e-02 -4.21119682e-02 -8.86449696e-02
-1.24594793e-01 -3.32841185e-01 1.13251092e-01 9.17533566e-03
1.50463392e-01 9.83632314e-02]
[ -1.05406627e-01 -5.87645262e-02 -1.67783868e-02 1.92638884e-02
-1.63262794e-02 -2.03687157e-01 -5.03134931e-02 -2.05065529e-02
1.56202017e-02 1.23534884e-01]
[ -1.63938516e-01 -1.32699550e-01 -2.04654534e-01 -2.59443237e-02
-2.88245448e-01 2.09387115e-03 6.44740586e-02 -2.57811969e-02
-1.37492548e-02 3.57547376e-02]
[ -3.11462794e-02 -1.34309036e-01 -7.51502191e-02 -1.26497655e-01
5.28729796e-01 2.75626143e-01 6.01115177e-01 1.13004832e-01
-1.81764682e-01 -3.79754868e-01]
[ -1.75310266e-02 -4.43675785e-01 -3.10457269e-02 -7.30807808e-02
6.58791806e-01 1.00383138e-01 5.69645692e-01 9.13271083e-02
2.99851223e-02 -3.88071092e-01]
[ 1.00378766e-02 -5.00573872e-01 -4.40662134e-02 -1.07769702e-01
6.77396393e-01 2.32251049e-02 5.36851555e-01 4.84620773e-02
-3.64775034e-01 -2.20832000e-01]
[ -1.74958965e-01 -6.40400453e-01 -1.07886497e-02 -2.06068213e-01
7.79931924e-01 -9.04089973e-02 6.62667293e-01 -8.33541667e-02
-6.97791659e-02 8.38766897e-02]
[ -3.03808396e-01 -4.66293750e-01 5.31852821e-02 -5.47435686e-02
9.30395866e-01 1.43955741e-01 4.77943591e-01 4.68478100e-02
-9.43414415e-02 -1.42755670e-01]
[ -2.12376519e-01 -3.47397957e-01 2.49664696e-01 -2.48618799e-01
6.82182792e-01 -4.30860403e-02 7.29463387e-01 1.24146527e-02
-2.61899457e-01 -3.21758569e-02]
[ -1.38042803e-01 -2.51072693e-01 -1.83713661e-01 -1.09927979e-01
5.11620154e-01 -2.27685703e-01 2.04984414e-01 1.68014914e-01
-1.57185852e-02 -1.26636414e-01]
[ 1.00941495e-01 2.47130349e-01 1.59403621e-01 -1.06317767e-01
-7.00106029e-02 5.45624710e-02 -1.46099798e-01 2.81350856e-01
6.34030431e-02 1.68253859e-01]
[ 3.58507875e-01 3.61882215e-01 -7.87611346e-02 3.21482305e-01
-9.15586349e-01 -2.90100177e-01 -5.03742665e-01 1.78126056e-01
3.96760147e-01 -1.38211386e-02]
[ 4.59618537e-02 1.22422703e-01 2.52958906e-01 2.45705686e-01
-5.07033519e-02 -1.95800314e-01 -1.72309437e-01 -1.33287555e-01
-1.40886695e-01 -2.92089151e-01]
[ 1.65893765e-02 -8.95850385e-02 -1.22064931e-01 -6.48328694e-02
2.40717284e-01 4.26621405e-02 7.43985161e-03 -1.85834358e-01
2.46017727e-02 1.96598164e-01]
[ -4.62532903e-03 -6.52967879e-02 -6.97303564e-02 -6.12238297e-02
-3.77414381e-03 -1.75705103e-01 9.51888269e-02 9.07936771e-03
2.88863999e-02 -5.78858546e-03]
[ 2.87678759e-02 8.55954372e-02 2.43505006e-01 7.24099537e-02
-2.28432206e-01 -1.36186915e-01 9.69508089e-02 3.91676376e-02
-1.87136195e-01 1.04570914e-01]
[ 7.45239917e-02 5.06311708e-02 1.07835534e-01 8.78835669e-03
-2.45787619e-01 6.70425305e-02 4.50113780e-02 -2.70994822e-01
-1.65266986e-02 -8.64743587e-02]
[ -4.93368660e-03 1.20245258e-01 8.63436698e-02 -2.45103758e-02
-7.65860440e-02 1.77695684e-01 7.07895699e-02 1.18572925e-01
-1.68849840e-02 1.77640803e-01]
[ 2.25850144e-01 9.23468449e-02 3.00389018e-02 8.48448772e-02
5.09081672e-03 -2.55692775e-02 -1.95645586e-01 1.48630131e-01
-5.12578548e-02 -1.57039460e-02]
[ 4.84701362e-02 2.84692103e-02 1.90390218e-02 4.84156181e-02
-4.46069653e-01 -1.25385369e-01 -2.30280888e-01 4.15255719e-02
1.24035901e-01 1.98857700e-01]
[ 5.82010337e-02 5.06297283e-01 1.27774185e-01 4.36568591e-01
-1.23686077e+00 -3.04711118e-01 -5.81872902e-01 -7.10526977e-02
3.00034701e-01 3.43357936e-01]
[ 1.80030742e-01 5.00490903e-01 6.80429654e-02 4.33536452e-01
-1.01692180e+00 -8.40648534e-02 -4.37024874e-01 1.51420334e-01
2.16088914e-01 4.81640420e-01]
[ 2.53436928e-01 3.28999147e-01 2.47510177e-01 1.53346215e-01
-4.93109712e-01 7.91518433e-02 -2.32927280e-01 1.62698656e-01
2.44460393e-01 8.37388068e-02]
[ -7.15231542e-02 2.39197481e-01 2.41959953e-01 1.96968434e-02
-6.39196851e-02 1.29690901e-01 -1.16125830e-01 -1.49552712e-02
-3.01006472e-02 5.32457480e-02]
[ -9.98296023e-02 5.27384810e-03 2.41410211e-02 9.22312491e-02
-5.96076890e-02 1.16012733e-01 2.40187098e-01 1.98455739e-02
-2.75327165e-01 -9.38577003e-02]
[ -2.22566925e-01 -3.72405385e-02 -9.43448765e-02 -3.46122459e-01
1.86714633e-01 1.19605197e-01 1.10593320e-01 1.03165252e-01
-2.08147566e-01 3.12898329e-02]
[ 8.49022397e-03 -4.15359223e-01 -1.28432398e-01 -1.63596690e-01
3.76206089e-01 2.59661244e-02 1.98782728e-01 1.52137496e-01
-1.67076325e-01 -2.24374916e-01]
[ 1.04943711e-01 -2.44707801e-01 -1.59168564e-01 -2.83324742e-02
-6.40985001e-02 -4.42061817e-02 1.17797949e-01 -1.55551345e-01
1.11227794e-01 -1.65917237e-01]
[ -1.18874112e-01 2.31116169e-02 2.64085433e-01 -5.97126713e-03
1.71951807e-01 7.97690497e-02 7.36517387e-02 -2.97446851e-01
-1.12129957e-01 -6.01822954e-02]
[ -3.38572688e-01 1.64970155e-02 1.84543477e-02 -1.27426345e-02
1.34181053e-01 -1.79286713e-01 9.77728660e-03 2.35077873e-01
-7.40584094e-02 8.62013750e-02]
[ 1.47968100e-01 -8.30909343e-03 -2.32277442e-01 -7.45314667e-02
1.13496533e-01 -3.00998297e-01 8.49693202e-02 -1.66717017e-01
5.90643554e-03 -1.81300684e-01]
[ 2.13154892e-01 -2.10653351e-01 6.51633132e-02 -2.07301524e-02
9.59094875e-02 -3.80561642e-02 5.77717639e-02 -1.36690130e-01
1.14547806e-01 -1.75677453e-01]
[ -1.05226723e-01 -8.54835994e-02 1.21439813e-01 1.08761101e-01
3.14438543e-02 -1.14604637e-01 2.59713221e-01 -7.83919296e-02
1.81647601e-01 -2.68781054e-03]
[ -3.00703422e-02 -2.09660744e-01 1.87411806e-01 -2.89526118e-01
-1.81083557e-01 1.27658895e-01 1.05764158e-01 -1.21635699e-01
-2.73375256e-03 1.92351654e-01]]
[[ 0.62634819]
[ 1.72551686]
[ 0.23004498]
[ 0.88012179]
[-2.77428288]
[-0.26829232]
[-1.75147918]
[ 0.083326 ]
[ 0.69474688]
[ 0.88659339]]
Progress: 45.1% ... Training loss: 0.267 ... Validation loss: 0.452[[ 1.63270444e-01 2.53433268e-01 -1.04324817e-01 1.07138308e-01
-4.87344059e-01 -7.07080335e-02 -7.86260399e-02 1.20242709e-01
-5.36253643e-02 2.01245419e-01]
[ 8.90224072e-03 1.31017493e-01 -2.10830343e-02 4.02399473e-02
9.55814097e-02 -4.96065058e-03 3.31613878e-01 4.04466307e-02
1.37879902e-01 -3.41925666e-02]
[ 1.96401207e-01 7.82088444e-01 1.13232837e-02 -5.42962487e-02
7.41163891e-01 -2.06869510e-02 -9.20841241e-01 -4.14916631e-02
5.18518190e-02 2.84209200e-01]
[ 5.80453703e-02 -3.93381173e-01 -1.91646227e-01 2.01864951e-01
-2.13079288e-02 1.24895595e-01 2.17182856e-01 6.56062356e-02
1.38587823e-01 3.06055604e-01]
[ -2.40840437e-02 8.20968616e-02 -1.48395669e-01 4.39083934e-02
-6.67184365e-02 -1.81232805e-01 7.82613728e-02 -1.17045394e-01
-1.93102746e-01 -4.60866481e-02]
[ -3.93898874e-01 -6.62691231e-01 -3.01178558e-01 1.53026102e-01
-1.55895672e-01 4.09153073e-02 3.65538330e-01 -3.94165147e-02
-2.86087853e-02 -2.96401031e-02]
[ -8.01535992e-03 -2.53377943e-01 8.53998871e-03 8.70979816e-02
-1.35144509e-02 -7.02460767e-02 1.90772831e-01 -1.91883536e-01
1.95298381e-01 3.41879260e-02]
[ 1.09309854e-01 -2.71608955e-01 3.19976459e-02 -7.34600553e-02
-5.41837185e-03 -4.84775943e-02 8.18626243e-02 1.17858967e-01
7.98486665e-02 -2.12878576e-02]
[ -1.80198884e-01 -1.89666833e-01 -3.03912830e-01 -2.53015201e-02
-3.70801101e-02 6.97866278e-02 -9.04660969e-02 -3.00513239e-02
2.63220487e-01 -1.38178876e-01]
[ 2.73517733e-02 -4.43140372e-01 7.52185639e-02 -1.58006622e-02
-2.02574301e-01 -1.08048627e-01 2.34713502e-01 -1.10498236e-01
-4.52335611e-03 6.36141783e-02]
[ -8.17468776e-02 -1.14089198e-01 3.57608983e-03 -1.33230955e-01
-8.45818566e-02 1.22356044e-02 2.24227878e-01 -1.02631962e-01
-3.28431557e-03 -1.14598405e-01]
[ -1.23268172e-01 -2.22116058e-01 -7.00089060e-02 9.21249732e-03
3.38643082e-01 9.99856239e-02 1.72969086e-01 -1.62151271e-02
-1.67203904e-01 -2.09725729e-01]
[ -1.58296666e-01 2.61608523e-03 6.12844086e-02 1.99480485e-02
-1.69624156e-01 -2.19087343e-01 -1.75281500e-01 -1.97199158e-01
8.51909440e-02 1.71927399e-01]
[ -2.84233178e-01 -3.49901011e-01 9.45340197e-02 2.13560823e-01
-1.39734284e-01 -6.39468374e-02 1.05378767e-01 -2.61195421e-01
-2.75358651e-01 -9.13152226e-02]
[ 9.83457220e-02 -2.03874118e-01 -2.39205075e-02 1.13147174e-01
-5.67332240e-02 -8.76346747e-02 2.54293554e-01 2.32357485e-03
2.34441850e-02 -6.70680796e-04]
[ 4.14746829e-02 -1.06928704e-01 -2.09146704e-01 1.56964514e-01
-8.74107895e-02 7.99073539e-02 -3.76137514e-02 -1.95271841e-02
-8.30859196e-02 2.42967500e-03]
[ -1.19579321e-01 -8.80942424e-02 -2.01282692e-01 1.59771827e-01
-4.59704987e-04 1.32996219e-01 1.37558522e-02 -2.50498233e-01
7.41159652e-02 -1.93277871e-01]
[ -6.33853538e-02 -4.83906291e-02 2.77807656e-01 1.08032177e-01
9.65046457e-02 -6.34036422e-02 -1.20136852e-01 1.20998633e-01
8.16107916e-02 4.54925128e-02]
[ 6.43493134e-02 -6.40944512e-03 8.97108824e-02 9.50957327e-02
1.24297169e-02 -1.86415520e-02 1.95214360e-01 1.20643942e-01
-2.08996008e-02 -5.17717566e-02]
[ 8.41506362e-03 -1.46721098e-01 -2.93005135e-01 -5.48432491e-02
1.12362658e-01 -9.20102850e-02 1.34004764e-01 1.62541431e-01
1.05487189e-01 -3.30011754e-02]
[ 5.24501966e-02 -3.25478403e-02 -1.14350291e-01 5.26457717e-02
-1.34067685e-01 3.18808543e-01 2.67121768e-01 2.04927291e-01
-1.53553080e-01 -5.30028054e-02]
[ 1.39780747e-03 -1.34893020e-02 1.22573197e-01 1.06212116e-01
1.35139405e-02 1.05743212e-01 -9.49101244e-02 -4.19134623e-02
2.16020306e-01 8.15054379e-02]
[ 1.17416142e-01 8.49929372e-02 -4.19085248e-02 -8.78595845e-02
-1.26916319e-01 -3.33063400e-01 1.11934254e-01 9.24878978e-03
1.51066259e-01 9.91568480e-02]
[ -1.05901342e-01 -6.01611931e-02 -1.69446293e-02 1.86060080e-02
-1.48470553e-02 -2.03492871e-01 -4.89358435e-02 -2.05669177e-02
1.51534170e-02 1.22883279e-01]
[ -1.63606315e-01 -1.32009886e-01 -2.04515460e-01 -2.53954998e-02
-2.89370773e-01 1.92804558e-03 6.36877715e-02 -2.57294155e-02
-1.33185474e-02 3.62819557e-02]
[ -3.08233929e-02 -1.33553605e-01 -7.50331012e-02 -1.26032057e-01
5.27530367e-01 2.75484280e-01 6.00330078e-01 1.13049121e-01
-1.81393645e-01 -3.79287084e-01]
[ -1.73672664e-02 -4.43567788e-01 -3.09882250e-02 -7.28610798e-02
6.58017903e-01 1.00312357e-01 5.69478990e-01 9.13506760e-02
3.01792442e-02 -3.87820646e-01]
[ 1.02885936e-02 -5.00340307e-01 -4.39665774e-02 -1.07391653e-01
6.76379756e-01 2.31075786e-02 5.36433462e-01 4.84996472e-02
-3.64474235e-01 -2.20468762e-01]
[ -1.74990857e-01 -6.40699386e-01 -1.08022773e-02 -2.06113361e-01
7.79968373e-01 -9.03942313e-02 6.62963431e-01 -8.33581520e-02
-6.98238678e-02 8.38826622e-02]
[ -3.03789687e-01 -4.66379156e-01 5.31892354e-02 -5.47287725e-02
9.30344992e-01 1.43951424e-01 4.78022684e-01 4.68488201e-02
-9.43310062e-02 -1.42742506e-01]
[ -2.12177301e-01 -3.47197039e-01 2.49741282e-01 -2.48316786e-01
6.81406205e-01 -4.31759569e-02 7.29292649e-01 1.24421209e-02
-2.61661299e-01 -3.18406164e-02]
[ -1.37998885e-01 -2.50701605e-01 -1.83687521e-01 -1.09816857e-01
5.11268461e-01 -2.27715641e-01 2.04597158e-01 1.68024294e-01
-1.56526504e-02 -1.26547375e-01]
[ 1.00516617e-01 2.46722372e-01 1.59280432e-01 -1.06922121e-01
-6.85843745e-02 5.47348093e-02 -1.45392880e-01 2.81291019e-01
6.29836605e-02 1.67623814e-01]
[ 3.57345709e-01 3.58094130e-01 -7.92388159e-02 3.19564311e-01
-9.10229675e-01 -2.89545558e-01 -5.00519839e-01 1.77944417e-01
3.95429706e-01 -1.56583313e-02]
[ 4.62825832e-02 1.23244484e-01 2.53087785e-01 2.46203756e-01
-5.20988087e-02 -1.95947097e-01 -1.73226139e-01 -1.33241868e-01
-1.40503621e-01 -2.91608478e-01]
[ 1.65703111e-02 -8.95984133e-02 -1.22072846e-01 -6.48632929e-02
2.40786122e-01 4.26714313e-02 7.46769524e-03 -1.85837047e-01
2.45776920e-02 1.96570433e-01]
[ -5.02149925e-03 -6.59438332e-02 -6.99013817e-02 -6.18527221e-02
-2.10086754e-03 -1.75526854e-01 9.59280069e-02 9.02043014e-03
2.84120037e-02 -6.39460364e-03]
[ 2.91482278e-02 8.64551315e-02 2.43648341e-01 7.29545567e-02
-2.29781978e-01 -1.36342035e-01 9.59948392e-02 3.92177679e-02
-1.86707285e-01 1.05112431e-01]
[ 7.46193351e-02 5.10501700e-02 1.07862427e-01 8.87876808e-03
-2.46387166e-01 6.70086712e-02 4.46392596e-02 -2.71001863e-01
-1.64141570e-02 -8.63602450e-02]
[ -4.53150838e-03 1.21323408e-01 8.64935375e-02 -2.39992685e-02
-7.81189483e-02 1.77518260e-01 6.97856205e-02 1.18627610e-01
-1.64219009e-02 1.78220059e-01]
[ 2.25481873e-01 9.13447174e-02 2.99008274e-02 8.42944675e-02
6.51950674e-03 -2.54100900e-02 -1.94928434e-01 1.48580967e-01
-5.16888226e-02 -1.62480875e-02]
[ 4.81834948e-02 2.78044230e-02 1.89230836e-02 4.79984512e-02
-4.44873759e-01 -1.25271940e-01 -2.29728199e-01 4.14859085e-02
1.23712869e-01 1.98576889e-01]
[ 6.00476647e-02 5.09322860e-01 1.28480725e-01 4.39181707e-01
-1.24303168e+00 -3.05260817e-01 -5.85738604e-01 -7.08078909e-02
3.02198916e-01 3.46017014e-01]
[ 1.79606828e-01 4.99444419e-01 6.78873245e-02 4.32990312e-01
-1.01578628e+00 -8.38872235e-02 -4.35963355e-01 1.51364023e-01
2.15619857e-01 4.81046859e-01]
[ 2.53177521e-01 3.28852444e-01 2.47410911e-01 1.52976350e-01
-4.92234004e-01 7.92792321e-02 -2.32623248e-01 1.62660797e-01
2.44094006e-01 8.33565572e-02]
[ -7.19680897e-02 2.38249510e-01 2.41784591e-01 1.89990746e-02
-6.22422039e-02 1.29894141e-01 -1.15135736e-01 -1.50166395e-02
-3.06293308e-02 5.26114652e-02]
[ -9.97270126e-02 5.61881778e-03 2.41684978e-02 9.23554436e-02
-6.00174438e-02 1.15975789e-01 2.39859813e-01 1.98579350e-02
-2.75228732e-01 -9.37360683e-02]
[ -2.22592927e-01 -3.73835328e-02 -9.43547718e-02 -3.46166013e-01
1.86929211e-01 1.19619056e-01 1.10705430e-01 1.03161103e-01
-2.08184417e-01 3.12406883e-02]
[ 8.64503989e-03 -4.15075922e-01 -1.28369900e-01 -1.63354184e-01
3.75569596e-01 2.58914154e-02 1.98438412e-01 1.52160039e-01
-1.66892559e-01 -2.24153981e-01]
[ 1.05365229e-01 -2.44598512e-01 -1.59058467e-01 -2.79604585e-02
-6.54007945e-02 -4.43298457e-02 1.17187824e-01 -1.55511631e-01
1.11645611e-01 -1.65488679e-01]
[ -1.19490203e-01 2.19331723e-02 2.63857558e-01 -6.80790108e-03
1.74236876e-01 8.00045445e-02 7.50338198e-02 -2.97515326e-01
-1.12830145e-01 -6.10767908e-02]
[ -3.38924305e-01 1.54412103e-02 1.83393072e-02 -1.31992355e-02
1.35561515e-01 -1.79120713e-01 1.04774321e-02 2.35032367e-01
-7.43987948e-02 8.57446852e-02]
[ 1.48584372e-01 -7.90677294e-03 -2.32045361e-01 -7.36812874e-02
1.11707855e-01 -3.01079364e-01 8.36947096e-02 -1.66652884e-01
6.60763002e-03 -1.80426489e-01]
[ 2.13587724e-01 -2.09768800e-01 6.53214991e-02 -2.01462383e-02
9.46876011e-02 -3.82019176e-02 5.69708882e-02 -1.36635550e-01
1.15018281e-01 -1.74891764e-01]
[ -1.04142597e-01 -8.30540488e-02 1.21833524e-01 1.10291222e-01
2.65067818e-02 -1.15078721e-01 2.57210155e-01 -7.82444047e-02
1.82848840e-01 -1.19324167e-03]
[ -3.11988780e-02 -2.11942622e-01 1.86999455e-01 -2.91305541e-01
-1.76673778e-01 1.28177085e-01 1.07966272e-01 -1.21816816e-01
-3.91737630e-03 1.90776735e-01]]
[[ 0.62599496]
[ 1.72527811]
[ 0.23010824]
[ 0.88208176]
[-2.77601205]
[-0.27021358]
[-1.74657469]
[ 0.08131633]
[ 0.69378661]
[ 0.88477152]]
Progress: 45.1% ... Training loss: 0.267 ... Validation loss: 0.450[[ 1.63550078e-01 2.52033078e-01 -1.04205797e-01 1.07573725e-01
-4.88304399e-01 -7.08103867e-02 -7.80680197e-02 1.20268788e-01
-5.32396985e-02 2.01894942e-01]
[ 8.83314183e-03 1.30892048e-01 -2.11070711e-02 4.01387328e-02
9.59029089e-02 -4.92996186e-03 3.31771238e-01 4.04373085e-02
1.37800258e-01 -3.42878097e-02]
[ 1.98344961e-01 7.83720263e-01 1.19518058e-02 -5.17705169e-02
7.37070124e-01 -2.14133873e-02 -9.23311124e-01 -4.12493061e-02
5.40060768e-02 2.86712332e-01]
[ 5.68756869e-02 -3.96960454e-01 -1.92142380e-01 2.00040137e-01
-1.56358585e-02 1.25448250e-01 2.21102276e-01 6.54324001e-02
1.37271876e-01 3.04495226e-01]
[ -2.52121088e-02 7.96697746e-02 -1.48772283e-01 4.23005831e-02
-6.18390668e-02 -1.80741517e-01 8.00594519e-02 -1.17195507e-01
-1.94298531e-01 -4.75941729e-02]
[ -3.94249550e-01 -6.63334361e-01 -3.01263174e-01 1.52675153e-01
-1.56601156e-01 4.10162448e-02 3.66174647e-01 -3.94585812e-02
-2.89567264e-02 -2.99302634e-02]
[ -6.33052954e-03 -2.50941893e-01 9.14516813e-03 8.94750469e-02
-2.04770626e-02 -7.09384711e-02 1.87244206e-01 -1.91670124e-01
1.97160143e-01 3.67462976e-02]
[ 1.09405038e-01 -2.72571829e-01 3.19818307e-02 -7.34705119e-02
-5.47304212e-03 -4.84828294e-02 8.26053022e-02 1.17858653e-01
7.99392752e-02 -2.11873054e-02]
[ -1.80120023e-01 -1.89341259e-01 -3.03871004e-01 -2.51650937e-02
-3.78682146e-02 6.97539018e-02 -9.05120269e-02 -3.00380951e-02
2.63408252e-01 -1.38051658e-01]
[ 2.62345699e-02 -4.46122395e-01 7.47964604e-02 -1.74269452e-02
-2.00091631e-01 -1.07543405e-01 2.37880274e-01 -1.10650534e-01
-5.61425446e-03 6.22787339e-02]
[ -7.96795635e-02 -1.10971565e-01 4.34357995e-03 -1.30227684e-01
-9.31333769e-02 1.13393868e-02 2.20035403e-01 -1.02359602e-01
-1.03233091e-03 -1.11554950e-01]
[ -1.22710082e-01 -2.21096048e-01 -6.98077185e-02 9.98759552e-03
3.36201061e-01 9.97472015e-02 1.71799229e-01 -1.61509267e-02
-1.66572796e-01 -2.08937758e-01]
[ -1.58296666e-01 2.61608523e-03 6.12844086e-02 1.99480485e-02
-1.69624156e-01 -2.19087343e-01 -1.75281500e-01 -1.97199158e-01
8.51909440e-02 1.71927399e-01]
[ -2.83667852e-01 -3.48899241e-01 9.47451025e-02 2.14345154e-01
-1.41272729e-01 -6.41901199e-02 1.04200006e-01 -2.61123645e-01
-2.74785052e-01 -9.04492211e-02]
[ 9.82261247e-02 -2.04076793e-01 -2.39445575e-02 1.13075069e-01
-5.75448368e-02 -8.76155352e-02 2.54455123e-01 2.31153164e-03
2.33490548e-02 -7.66104675e-04]
[ 4.10839531e-02 -1.07995822e-01 -2.09260534e-01 1.56445172e-01
-8.68116380e-02 8.00525022e-02 -3.66398641e-02 -1.95762826e-02
-8.34577935e-02 1.92474185e-03]
[ -1.19192271e-01 -8.72327385e-02 -2.01140199e-01 1.60341414e-01
-1.71921821e-03 1.32827323e-01 1.28178608e-02 -2.50448792e-01
7.45568543e-02 -1.92727593e-01]
[ -6.37554663e-02 -4.96595700e-02 2.77649171e-01 1.07455945e-01
9.78372318e-02 -6.32181848e-02 -1.19041913e-01 1.20944757e-01
8.11391946e-02 4.51296365e-02]
[ 6.56624090e-02 -3.84785523e-03 9.02017433e-02 9.70209691e-02
6.53494021e-03 -1.92053700e-02 1.92084812e-01 1.20817781e-01
-1.93808879e-02 -4.98617247e-02]
[ 8.71239561e-03 -1.46082314e-01 -2.92900063e-01 -5.44638811e-02
1.11005440e-01 -9.21383826e-02 1.33372752e-01 1.62579918e-01
1.05813514e-01 -3.26153750e-02]
[ 5.21542508e-02 -3.41060090e-02 -1.14493370e-01 5.21363261e-02
-1.32525585e-01 3.18962117e-01 2.68728329e-01 2.04878696e-01
-1.53911170e-01 -5.34695090e-02]
[ 1.53194881e-03 -1.35032711e-02 1.22604993e-01 1.06359504e-01
1.33584835e-02 1.05712934e-01 -9.52654001e-02 -4.19002962e-02
2.16118499e-01 8.17167318e-02]
[ 1.17091838e-01 8.44721093e-02 -4.20125331e-02 -8.82796641e-02
-1.26618004e-01 -3.32926217e-01 1.12958511e-01 9.20839526e-03
1.50868679e-01 9.87125185e-02]
[ -1.05817992e-01 -6.00729833e-02 -1.69121885e-02 1.87058560e-02
-1.51222053e-02 -2.03530776e-01 -4.90854867e-02 -2.05559777e-02
1.52392674e-02 1.22995872e-01]
[ -1.63377721e-01 -1.31374423e-01 -2.04439179e-01 -2.50519698e-02
-2.90361622e-01 1.83040377e-03 6.30142302e-02 -2.56987961e-02
-1.30756516e-02 3.66162055e-02]
[ -3.09554962e-02 -1.33822153e-01 -7.50794221e-02 -1.26218373e-01
5.27756380e-01 2.75545607e-01 6.00562937e-01 1.13030747e-01
-1.81541824e-01 -3.79454600e-01]
[ -1.70614054e-02 -4.43015725e-01 -3.08756022e-02 -7.24271716e-02
6.56779206e-01 1.00183855e-01 5.68724297e-01 9.13903610e-02
3.04675541e-02 -3.87391421e-01]
[ 1.04712724e-02 -5.00237916e-01 -4.38975593e-02 -1.07115224e-01
6.75538588e-01 2.30208875e-02 5.36271582e-01 4.85251753e-02
-3.64258006e-01 -2.20199107e-01]
[ -1.75299136e-01 -6.41368913e-01 -1.09095641e-02 -2.06519894e-01
7.81223444e-01 -9.02705376e-02 6.63736244e-01 -8.33958566e-02
-7.01420760e-02 8.35019156e-02]
[ -3.03850583e-01 -4.66988802e-01 5.31622810e-02 -5.48303976e-02
9.30531126e-01 1.43971472e-01 4.78571692e-01 4.68411102e-02
-9.44006220e-02 -1.42798775e-01]
[ -2.12135078e-01 -3.47184597e-01 2.49760219e-01 -2.48244471e-01
6.81225967e-01 -4.31977844e-02 7.29297480e-01 1.24486758e-02
-2.61607268e-01 -3.17917425e-02]
[ -1.37829181e-01 -2.50547502e-01 -1.83630682e-01 -1.09550456e-01
5.10446438e-01 -2.27798863e-01 2.04355458e-01 1.68048250e-01
-1.54491525e-02 -1.26282463e-01]
[ 1.00459907e-01 2.45809488e-01 1.59245364e-01 -1.07070435e-01
-6.71796031e-02 5.47695292e-02 -1.44544049e-01 2.81283276e-01
6.28962085e-02 1.67540628e-01]
[ 3.55617746e-01 3.54988699e-01 -7.98786399e-02 3.17104493e-01
-9.06878334e-01 -2.88786612e-01 -4.96986158e-01 1.77706668e-01
3.93618998e-01 -1.78865219e-02]
[ 4.67081837e-02 1.24226377e-01 2.53256246e-01 2.46820098e-01
-5.37868148e-02 -1.96128810e-01 -1.74221629e-01 -1.33184405e-01
-1.40013835e-01 -2.91000065e-01]
[ 1.66295463e-02 -8.95245600e-02 -1.22051815e-01 -6.47739647e-02
2.40543045e-01 4.26412882e-02 7.33476848e-03 -1.85828001e-01
2.46514322e-02 1.96659097e-01]
[ -4.58323333e-03 -6.50782111e-02 -6.97460214e-02 -6.12712965e-02
-3.53017974e-03 -1.75709221e-01 9.48099947e-02 9.07419624e-03
2.88659625e-02 -5.85725814e-03]
[ 2.90851623e-02 8.63022555e-02 2.43621387e-01 7.28322841e-02
-2.29561874e-01 -1.36329035e-01 9.62140877e-02 3.92118416e-02
-1.86754922e-01 1.05019631e-01]
[ 7.51160115e-02 5.21162601e-02 1.08044015e-01 9.58619844e-03
-2.47923730e-01 6.67915496e-02 4.35391278e-02 -2.70938796e-01
-1.58747143e-02 -8.56838902e-02]
[ -4.86372634e-03 1.20514406e-01 8.63808893e-02 -2.44656081e-02
-7.67787615e-02 1.77646783e-01 7.06332638e-02 1.18586356e-01
-1.67510291e-02 1.77745688e-01]
[ 2.26025801e-01 9.24749900e-02 3.01065503e-02 8.50916934e-02
4.95150758e-03 -2.56432564e-02 -1.96203762e-01 1.48652061e-01
-5.11246640e-02 -1.54492134e-02]
[ 4.84787814e-02 2.84032265e-02 1.90390598e-02 4.84333562e-02
-4.46298087e-01 -1.25392097e-01 -2.30290116e-01 4.15268590e-02
1.24057071e-01 1.99015806e-01]
[ 6.07233366e-02 5.10559035e-01 1.28719721e-01 4.40143641e-01
-1.24566193e+00 -3.05548459e-01 -5.87091331e-01 -7.07200968e-02
3.02954359e-01 3.46984103e-01]
[ 1.80322193e-01 5.00372120e-01 6.81488152e-02 4.34017805e-01
-1.01886536e+00 -8.41891722e-02 -4.37412358e-01 1.51456875e-01
2.16459308e-01 4.82048961e-01]
[ 2.53361771e-01 3.29577623e-01 2.47473136e-01 1.53231594e-01
-4.93448074e-01 7.92308915e-02 -2.33243495e-01 1.62675403e-01
2.44264504e-01 8.36135362e-02]
[ -7.22246116e-02 2.37650005e-01 2.41688678e-01 1.86378770e-02
-6.12793872e-02 1.30009316e-01 -1.14525539e-01 -1.50513843e-02
-3.09350738e-02 5.22680274e-02]
[ -9.99085838e-02 5.27066930e-03 2.40943689e-02 9.20671582e-02
-5.93978844e-02 1.16062524e-01 2.40143588e-01 1.98325323e-02
-2.75438085e-01 -9.39728361e-02]
[ -2.22654715e-01 -3.74750632e-02 -9.43726189e-02 -3.46221014e-01
1.87133983e-01 1.19640364e-01 1.10807069e-01 1.03155322e-01
-2.08238060e-01 3.11872209e-02]
[ 8.79960764e-03 -4.14779793e-01 -1.28308650e-01 -1.63126775e-01
3.75182770e-01 2.58213655e-02 1.98002380e-01 1.52180325e-01
-1.66713446e-01 -2.23928654e-01]
[ 1.03922868e-01 -2.47806979e-01 -1.59627310e-01 -3.00959469e-02
-6.11530640e-02 -4.36565539e-02 1.20863906e-01 -1.55717722e-01
1.10062072e-01 -1.67567189e-01]
[ -1.18670706e-01 2.27513724e-02 2.64159964e-01 -5.57480688e-03
1.70711484e-01 7.96385851e-02 7.38421799e-02 -2.97403461e-01
-1.11847573e-01 -5.99012244e-02]
[ -3.38356245e-01 1.67915585e-02 1.85529808e-02 -1.23792029e-02
1.32968744e-01 -1.79363510e-01 9.13506561e-03 2.35100831e-01
-7.37247792e-02 8.65553708e-02]
[ 1.48443963e-01 -8.58692114e-03 -2.32065353e-01 -7.37862781e-02
1.11961012e-01 -3.01061282e-01 8.43711343e-02 -1.66659451e-01
6.51392956e-03 -1.80509161e-01]
[ 2.14859944e-01 -2.07215618e-01 6.58005064e-02 -1.83066941e-02
8.96122236e-02 -3.87834866e-02 5.39618015e-02 -1.36462336e-01
1.16365617e-01 -1.73037992e-01]
[ -1.03395552e-01 -8.13972094e-02 1.22101747e-01 1.11341946e-01
2.36796944e-02 -1.15376276e-01 2.55423273e-01 -7.81491013e-02
1.83662247e-01 -1.09584935e-04]
[ -3.15147282e-02 -2.13276956e-01 1.86871553e-01 -2.91856371e-01
-1.75664909e-01 1.28344174e-01 1.08748180e-01 -1.21868743e-01
-4.26527195e-03 1.90510217e-01]]
[[ 0.63020119]
[ 1.73269123]
[ 0.23705156]
[ 0.8871073 ]
[-2.7692227 ]
[-0.2655763 ]
[-1.74351251]
[ 0.0846843 ]
[ 0.69863717]
[ 0.88952234]]
Progress: 45.2% ... Training loss: 0.265 ... Validation loss: 0.446[[ 0.160088 0.24461218 -0.10550619 0.10298482 -0.47681382 -0.06930451
-0.07009239 0.11980599 -0.05702762 0.19753779]
[ 0.00884025 0.13090995 -0.02110439 0.04014871 0.09587258 -0.0049326
0.33175404 0.04043823 0.13780814 -0.03427871]
[ 0.19751319 0.77973635 0.0117331 -0.0525592 0.73965 -0.02114258
-0.91919606 -0.04133285 0.05335432 0.28634349]
[ 0.05602482 -0.40019977 -0.1925083 0.19904324 -0.01168546 0.12585437
0.22349382 0.06530658 0.13621582 0.30351491]
[-0.02777255 0.07276931 -0.14979166 0.03836971 -0.04845389 -0.17965787
0.08830628 -0.11755532 -0.19731328 -0.05118403]
[-0.39565277 -0.66533481 -0.30185535 0.15063367 -0.15258765 0.0416646
0.36861593 -0.03966233 -0.03064876 -0.03208247]
[-0.00548049 -0.24992252 0.00946739 0.09068981 -0.02444298 -0.07130114
0.18566854 -0.19155705 0.19812698 0.03803547]
[ 0.10702336 -0.27861522 0.03109044 -0.07660295 0.00293034 -0.04746849
0.08885777 0.11754404 0.07735195 -0.02400052]
[-0.17928496 -0.18755683 -0.30355371 -0.02393484 -0.04111968 0.06939823
-0.09253313 -0.02992146 0.26436214 -0.13686392]
[ 0.02646014 -0.44486467 0.07487192 -0.01693922 -0.20344467 -0.10761685
0.2365481 -0.11062154 -0.00532458 0.06273133]
[-0.08175115 -0.11559667 0.00355279 -0.13317022 -0.08585318 0.01221622
0.22489773 -0.10263832 -0.0033431 -0.11411881]
[-0.12296385 -0.2229687 -0.06993644 0.0097135 0.33747341 0.09988818
0.17336607 -0.01618986 -0.16691034 -0.20931501]
[-0.15829667 0.00261609 0.06128441 0.01994805 -0.16962416 -0.21908734
-0.1752815 -0.19719916 0.08519094 0.1719274 ]
[-0.28428198 -0.34957629 0.0944966 0.21352089 -0.13954129 -0.06390316
0.10523554 -0.26121341 -0.27554177 -0.09140602]
[ 0.09739237 -0.20542547 -0.02427641 0.11182841 -0.05462126 -0.08724194
0.25582444 0.00219146 0.02236549 -0.00198033]
[ 0.04128907 -0.10750233 -0.20920786 0.15669541 -0.08768996 0.07995879
-0.03731586 -0.01954824 -0.08321172 0.00220846]
[-0.11913221 -0.08757914 -0.20112354 0.16038261 -0.00208891 0.13280483
0.01295608 -0.25044583 0.07460373 -0.19265655]
[-0.06317276 -0.04853779 0.27787091 0.10832176 0.09521033 -0.06345586
-0.12019835 0.12102691 0.08181254 0.04595646]
[ 0.06581253 -0.00414678 0.09025882 0.09728431 0.00565597 -0.01927148
0.1921358 0.12084134 -0.01918428 -0.04954771]
[ 0.00836267 -0.14695925 -0.29301531 -0.05492107 0.11242501 -0.09199164
0.13430666 0.16253362 0.10543564 -0.03299112]
[ 0.05074867 -0.03726208 -0.11501287 0.05025519 -0.12775455 0.31957285
0.27210407 0.20469035 -0.15547477 -0.05526623]
[ 0.00129011 -0.01433722 0.12250098 0.1061076 0.0142646 0.1058015
-0.09448285 -0.04192997 0.21588598 0.0815986 ]
[ 0.1172099 0.08464498 -0.0419703 -0.08811279 -0.12709324 -0.33297682
0.11269061 0.00922435 0.15097886 0.09887913]
[-0.10541562 -0.05903619 -0.01675425 0.01930949 -0.01670608 -0.20370166
-0.05016401 -0.02049906 0.01572865 0.12357805]
[-0.16355091 -0.13190139 -0.20451243 -0.02531082 -0.29010088 0.00190965
0.06360384 -0.02572288 -0.01328248 0.03634493]
[-0.03095682 -0.13406981 -0.07510278 -0.12623769 0.52758504 0.2755492
0.60076916 0.11303019 -0.18154203 -0.37948117]
[-0.01662854 -0.44232882 -0.03071204 -0.07181229 0.65520264 0.09999747
0.56783315 0.0914485 0.0309301 -0.38678493]
[ 0.01092865 -0.49998561 -0.04372545 -0.10645187 0.67362142 0.02282102
0.5355803 0.04858919 -0.36372388 -0.21951216]
[-0.17531794 -0.64128168 -0.01092243 -0.20656839 0.78127713 -0.09025398
0.66365595 -0.08340174 -0.07019116 0.08344421]
[-0.30415361 -0.4677854 0.05304164 -0.05526799 0.93177585 0.14410169
0.47930576 0.04679763 -0.09474804 -0.14320544]
[-0.2124853 -0.34782564 0.24962871 -0.24873195 0.68285218 -0.04305583
0.72984434 0.0124026 -0.26198905 -0.03225005]
[-0.13788986 -0.25074024 -0.18365296 -0.10963513 0.5106229 -0.22777026
0.20451028 0.16804144 -0.01550159 -0.1263601 ]
[ 0.10079351 0.24736702 0.1593961 -0.10649935 -0.06917791 0.05461754
-0.14589801 0.28133087 0.06334728 0.16804515]
[ 0.35524709 0.35372567 -0.08002358 0.31666048 -0.90484425 -0.28859878
-0.49571103 0.17765686 0.39316878 -0.01845805]
[ 0.04644201 0.12398444 0.25315951 0.24652827 -0.05336148 -0.19601353
-0.17384908 -0.13321949 -0.14030927 -0.29135456]
[ 0.01634103 -0.09017223 -0.12216489 -0.06519497 0.24159647 0.04276496
0.00798313 -0.18586784 0.02432486 0.19627722]
[-0.00470776 -0.06512673 -0.06978889 -0.06142196 -0.00314807 -0.17563602
0.09498027 0.00905528 0.02869908 -0.00604955]
[ 0.02895176 0.08599107 0.24356477 0.07261237 -0.22923098 -0.1362819
0.09632333 0.03919447 -0.18689633 0.10484695]
[ 0.07519527 0.05237662 0.10809929 0.00978908 -0.24837559 0.06672043
0.04354807 -0.27092365 -0.01571361 -0.08545296]
[-0.00513624 0.11991616 0.08627763 -0.02485972 -0.07580516 0.17775667
0.07124367 0.11854891 -0.01705651 0.17736065]
[ 0.22582862 0.09197732 0.03003102 0.08479914 0.00565889 -0.0255564
-0.19574091 0.14862447 -0.05134991 -0.01573016]
[ 0.04837664 0.02847836 0.0189847 0.04823328 -0.44606837 -0.12533338
-0.23024227 0.04150935 0.12390658 0.19880046]
[ 0.0608881 0.51078819 0.12877656 0.44036529 -1.24641767 -0.30561295
-0.58737703 -0.07069762 0.30312907 0.34721463]
[ 0.1796621 0.49825045 0.06788764 0.43311799 -1.01684092 -0.08388551
-0.43519963 0.15136703 0.21572564 0.48145912]
[ 0.25303254 0.32889177 0.24734501 0.15278491 -0.49274132 0.07936528
-0.2324392 0.16263288 0.24391042 0.08320033]
[-0.07200555 0.23825183 0.24176177 0.01893132 -0.0621875 0.12992258
-0.11509853 -0.01502342 -0.03070522 0.05255251]
[-0.09987678 0.00554864 0.0241001 0.09210329 -0.05986648 0.11605628
0.23983474 0.01983407 -0.27542816 -0.09394386]
[-0.22260512 -0.03733515 -0.09435269 -0.34614518 0.18691618 0.11961831
0.11065283 0.1031624 -0.20818013 0.03125575]
[ 0.00840997 -0.41589434 -0.12846263 -0.16369673 0.37687893 0.02599306
0.19907321 0.15212645 -0.16717291 -0.22447441]
[ 0.1047767 -0.24507848 -0.15927639 -0.02873358 -0.06607843 -0.04401809
0.11813158 -0.15560115 0.11103672 -0.16626711]
[-0.11959007 0.02064881 0.26381337 -0.00691588 0.17399036 0.08003202
0.07578715 -0.29753316 -0.11286536 -0.06121338]
[-0.33949976 0.01395949 0.01809727 -0.01399611 0.13733806 -0.17888789
0.01186051 0.23494663 -0.0749557 0.08513616]
[ 0.1486761 -0.00850077 -0.23200476 -0.07347268 0.11094608 -0.30116712
0.08404272 -0.16662844 0.00676395 -0.18019932]
[ 0.21609915 -0.20432106 0.06629105 -0.01635045 0.08365576 -0.03933698
0.0510476 -0.13628013 0.11785045 -0.17114188]
[-0.10423493 -0.08378675 0.12176238 0.11017594 0.0272658 -0.11497045
0.25778567 -0.07826817 0.18264817 -0.00139996]
[-0.03303743 -0.21690203 0.18626712 -0.2940935 -0.16980295 0.12903452
0.1127873 -0.12208422 -0.00607063 0.18853741]]
[[ 0.62407583]
[ 1.72541598]
[ 0.23099296]
[ 0.87911219]
[-2.77208516]
[-0.27213203]
[-1.7516856 ]
[ 0.07659086]
[ 0.6936644 ]
[ 0.88001732]]
Progress: 45.2% ... Training loss: 0.268 ... Validation loss: 0.452[[ 1.59504900e-01 2.42782836e-01 -1.05769615e-01 1.01993630e-01
-4.74522710e-01 -6.90508593e-02 -6.81940544e-02 1.19742817e-01
-5.75693622e-02 1.96713421e-01]
[ 9.23214875e-03 1.31783464e-01 -2.09560003e-02 4.07236433e-02
9.43339911e-02 -5.09293776e-03 3.31011278e-01 4.04870149e-02
1.38247289e-01 -3.37513072e-02]
[ 1.98107905e-01 7.81770611e-01 1.19185567e-02 -5.19048273e-02
7.39400686e-01 -2.13388135e-02 -9.20679729e-01 -4.12668937e-02
5.38742057e-02 2.87175416e-01]
[ 5.64194390e-02 -4.00798976e-01 -1.92339984e-01 1.99690955e-01
-1.07037763e-02 1.25608364e-01 2.22903888e-01 6.53546730e-02
1.36649055e-01 3.04278667e-01]
[ -2.86211120e-02 7.27907966e-02 -1.50088314e-01 3.71922034e-02
-4.72972109e-02 -1.79265709e-01 8.99237235e-02 -1.17654870e-01
-1.98213199e-01 -5.26311627e-02]
[ -3.95226977e-01 -6.64917169e-01 -3.01722586e-01 1.51192597e-01
-1.55011321e-01 4.14478530e-02 3.67781003e-01 -3.96064421e-02
-3.01085978e-02 -3.15570438e-02]
[ -6.27882211e-03 -2.52004259e-01 9.15096522e-03 8.95274919e-02
-2.20721649e-02 -7.09452987e-02 1.87923294e-01 -1.91656457e-01
1.97304139e-01 3.69073826e-02]
[ 1.08052826e-01 -2.76198881e-01 3.14741846e-02 -7.51084181e-02
-1.40186393e-03 -4.79210103e-02 8.67383754e-02 1.17677502e-01
7.85554910e-02 -2.25726235e-02]
[ -1.79085166e-01 -1.87826740e-01 -3.03455976e-01 -2.35410163e-02
-4.27989655e-02 6.92886860e-02 -9.23745646e-02 -2.98889383e-02
2.64656699e-01 -1.36432928e-01]
[ 2.67781016e-02 -4.44249177e-01 7.49265126e-02 -1.66694655e-02
-2.07318188e-01 -1.07705722e-01 2.36186107e-01 -1.10594646e-01
-4.95478200e-03 6.29993319e-02]
[ -8.19638844e-02 -1.17029999e-01 3.52550424e-03 -1.33269318e-01
-8.55457301e-02 1.22227470e-02 2.26195483e-01 -1.02634442e-01
-3.33848616e-03 -1.14224452e-01]
[ -1.22212368e-01 -2.21668539e-01 -6.96659281e-02 1.08278088e-02
3.34975131e-01 9.95475423e-02 1.71889295e-01 -1.60981652e-02
-1.66069326e-01 -2.08221138e-01]
[ -1.58296666e-01 2.61608523e-03 6.12844086e-02 1.99480485e-02
-1.69624156e-01 -2.19087343e-01 -1.75281500e-01 -1.97199158e-01
8.51909440e-02 1.71927399e-01]
[ -2.84575939e-01 -3.50472928e-01 9.43776193e-02 2.13071780e-01
-1.39179208e-01 -6.37722044e-02 1.06107554e-01 -2.61251434e-01
-2.75862688e-01 -9.18442222e-02]
[ 9.76036710e-02 -2.05058189e-01 -2.41908930e-02 1.12176597e-01
-5.56863936e-02 -8.73560427e-02 2.55444292e-01 2.22204557e-03
2.26482567e-02 -1.69660627e-03]
[ 4.18775337e-02 -1.06323261e-01 -2.09012029e-01 1.57453767e-01
-8.91547058e-02 7.96931712e-02 -3.89186281e-02 -1.94758512e-02
-8.25614207e-02 3.00920065e-03]
[ -1.19333810e-01 -8.77105357e-02 -2.01195563e-01 1.60135805e-01
-2.45346993e-03 1.32897338e-01 1.32446105e-02 -2.50464337e-01
7.44703463e-02 -1.92950004e-01]
[ -6.33533617e-02 -4.93584420e-02 2.77801145e-01 1.08040752e-01
9.60570409e-02 -6.33801918e-02 -1.19525239e-01 1.21002879e-01
8.15890108e-02 4.56985784e-02]
[ 6.58582383e-02 -4.05876885e-03 9.02616857e-02 9.73214332e-02
5.68918429e-03 -1.93033193e-02 1.92223197e-01 1.20843304e-01
-1.90987529e-02 -4.94720091e-02]
[ 8.75999658e-03 -1.46224126e-01 -2.92851983e-01 -5.43028899e-02
1.10837784e-01 -9.21682065e-02 1.33612617e-01 1.62586402e-01
1.05931867e-01 -3.23987324e-02]
[ 5.01931116e-02 -3.87406210e-02 -1.15215732e-01 4.94423114e-02
-1.25393694e-01 3.19823933e-01 2.73675294e-01 2.04623057e-01
-1.56117050e-01 -5.60112206e-02]
[ 1.89037251e-03 -1.26158475e-02 1.22700505e-01 1.06947146e-01
1.15769241e-02 1.05548194e-01 -9.59614425e-02 -4.18563853e-02
2.16555796e-01 8.23479981e-02]
[ 1.17239126e-01 8.43172397e-02 -4.19539191e-02 -8.80721675e-02
-1.27415333e-01 -3.32981428e-01 1.12867018e-01 9.22809604e-03
1.50989279e-01 9.89784470e-02]
[ -1.05144932e-01 -5.87887326e-02 -1.66403237e-02 1.97850549e-02
-1.83893606e-02 -2.03843671e-01 -5.04615560e-02 -2.04594769e-02
1.60989753e-02 1.24022607e-01]
[ -1.63605464e-01 -1.32102405e-01 -2.04528361e-01 -2.53536339e-02
-2.90593352e-01 1.92450583e-03 6.38472243e-02 -2.57272002e-02
-1.33123227e-02 3.62898578e-02]
[ -3.07836460e-02 -1.33817702e-01 -7.50314956e-02 -1.25959641e-01
5.26748039e-01 2.75462166e-01 6.00508068e-01 1.13053219e-01
-1.81322650e-01 -3.79219384e-01]
[ -1.63297614e-02 -4.42008840e-01 -3.05977162e-02 -7.13594462e-02
6.53931041e-01 9.98637373e-02 5.67476345e-01 9.14875404e-02
3.12632745e-02 -3.86406345e-01]
[ 1.08829771e-02 -5.00258499e-01 -4.37555738e-02 -1.06565234e-01
6.73967861e-01 2.28556634e-02 5.35776344e-01 4.85789155e-02
-3.63801668e-01 -2.19586961e-01]
[ -1.75108664e-01 -6.41154342e-01 -1.08326260e-02 -2.06208605e-01
7.80288407e-01 -9.03674365e-02 6.63345729e-01 -8.33698245e-02
-6.99516003e-02 8.38150068e-02]
[ -3.04563701e-01 -4.68548465e-01 5.28934393e-02 -5.58443342e-02
9.33512272e-01 1.44281912e-01 4.80276167e-01 4.67466973e-02
-9.51790638e-02 -1.43753720e-01]
[ -2.12478491e-01 -3.47806448e-01 2.49630989e-01 -2.48711648e-01
6.82736086e-01 -4.30576593e-02 7.29842399e-01 1.24026413e-02
-2.61977454e-01 -3.22312401e-02]
[ -1.38173132e-01 -2.51703935e-01 -1.83752586e-01 -1.10051254e-01
5.11874775e-01 -2.27643111e-01 2.05474181e-01 1.68006388e-01
-1.58281376e-02 -1.26760284e-01]
[ 1.00548996e-01 2.46523044e-01 1.59288133e-01 -1.06893186e-01
-6.77633324e-02 5.47392871e-02 -1.45036161e-01 2.81296032e-01
6.30707940e-02 1.67711972e-01]
[ 3.55145010e-01 3.53858296e-01 -8.00728283e-02 3.16489680e-01
-9.04837103e-01 -2.88555717e-01 -4.95757238e-01 1.77643275e-01
3.93113014e-01 -1.86322501e-02]
[ 4.68711434e-02 1.24659831e-01 2.53341707e-01 2.47195370e-01
-5.47294790e-02 -1.96225504e-01 -1.74613857e-01 -1.33159820e-01
-1.39764559e-01 -2.90735052e-01]
[ 1.64418305e-02 -9.03771747e-02 -1.22134428e-01 -6.50459933e-02
2.41278538e-01 4.27204244e-02 8.03218611e-03 -1.85851820e-01
2.44397445e-02 1.96445094e-01]
[ -4.98623860e-03 -6.56793557e-02 -6.98858148e-02 -6.18091453e-02
-2.16122114e-03 -1.75546893e-01 9.56712987e-02 9.02876331e-03
2.84229138e-02 -6.41473407e-03]
[ 2.92794566e-02 8.68544865e-02 2.43696450e-01 7.31335649e-02
-2.30773709e-01 -1.36431867e-01 9.56802000e-02 3.92405114e-02
-1.86472694e-01 1.05327654e-01]
[ 7.54000480e-02 5.29285997e-02 1.08172534e-01 1.00846257e-02
-2.49262272e-01 6.66274020e-02 4.30274202e-02 -2.70900144e-01
-1.54777965e-02 -8.51683415e-02]
[ -5.30907423e-03 1.19407288e-01 8.62010514e-02 -2.51526037e-02
-7.51032281e-02 1.77842672e-01 7.17327834e-02 1.18522923e-01
-1.72594476e-02 1.77055621e-01]
[ 2.26277735e-01 9.33393775e-02 3.02011068e-02 8.54274574e-02
3.87725379e-03 -2.57159235e-02 -1.97057459e-01 1.48673184e-01
-5.08530074e-02 -1.51638560e-02]
[ 4.88477661e-02 2.93740346e-02 1.91405211e-02 4.88629509e-02
-4.47604909e-01 -1.25538969e-01 -2.31555833e-01 4.15672544e-02
1.24420013e-01 1.99428332e-01]
[ 6.08229174e-02 5.10662112e-01 1.28748568e-01 4.40265928e-01
-1.24633155e+00 -3.05585570e-01 -5.87221983e-01 -7.07058985e-02
3.03046359e-01 3.47119014e-01]
[ 1.79288221e-01 4.97297649e-01 6.77593619e-02 4.32638121e-01
-1.01638567e+00 -8.37309822e-02 -4.34038404e-01 1.51329580e-01
2.15343448e-01 4.80977402e-01]
[ 2.52256129e-01 3.27418744e-01 2.47057529e-01 1.51690148e-01
-4.90967967e-01 7.96942463e-02 -2.30539499e-01 1.62537416e-01
2.43051253e-01 8.21094980e-02]
[ -7.20675403e-02 2.38280414e-01 2.41728799e-01 1.88051326e-02
-6.24395538e-02 1.29954513e-01 -1.15250131e-01 -1.50320721e-02
-3.07727601e-02 5.24959837e-02]
[ -9.97249547e-02 5.92638446e-03 2.41555255e-02 9.23146338e-02
-6.05350492e-02 1.15990420e-01 2.39462531e-01 1.98523730e-02
-2.75268658e-01 -9.37340530e-02]
[ -2.22508143e-01 -3.71182512e-02 -9.43141572e-02 -3.45988994e-01
1.86420601e-01 1.19568971e-01 1.10381507e-01 1.03176323e-01
-2.08054323e-01 3.14159206e-02]
[ 9.16161003e-03 -4.14573036e-01 -1.28194565e-01 -1.62630350e-01
3.74117763e-01 2.56611843e-02 1.97424917e-01 1.52217848e-01
-1.66337588e-01 -2.23439494e-01]
[ 1.04324285e-01 -2.46409482e-01 -1.59471933e-01 -2.94806994e-02
-6.45110104e-02 -4.37718991e-02 1.19417047e-01 -1.55667097e-01
1.10505322e-01 -1.66986322e-01]
[ -1.19085869e-01 2.16652617e-02 2.63998022e-01 -6.17573717e-03
1.72397556e-01 7.98009203e-02 7.47804094e-02 -2.97463193e-01
-1.12306293e-01 -6.04769198e-02]
[ -3.38999457e-01 1.42347800e-02 1.83045261e-02 -1.32089049e-02
1.36178737e-01 -1.79180492e-01 1.12664418e-02 2.35020900e-01
-7.42398886e-02 8.60760526e-02]
[ 1.47947876e-01 -1.04050800e-02 -2.32279912e-01 -7.45340263e-02
1.13452941e-01 -3.00865475e-01 8.59648650e-02 -1.66719319e-01
5.93486125e-03 -1.81263047e-01]
[ 2.16691797e-01 -2.04164139e-01 6.65052288e-02 -1.54957515e-02
8.12607788e-02 -3.96006598e-02 5.06034815e-02 -1.36203557e-01
1.18511210e-01 -1.70299691e-01]
[ -1.03658753e-01 -8.20263035e-02 1.21964109e-01 1.10979624e-01
2.47729576e-02 -1.15188406e-01 2.55953938e-01 -7.82047593e-02
1.83262502e-01 -6.96395878e-04]
[ -3.31734112e-02 -2.16393496e-01 1.86227815e-01 -2.94185799e-01
-1.72301615e-01 1.29069046e-01 1.12915337e-01 -1.22089147e-01
-6.04468510e-03 1.88354476e-01]]
[[ 0.62658138]
[ 1.72721456]
[ 0.23429411]
[ 0.88191073]
[-2.76663757]
[-0.26872359]
[-1.74816235]
[ 0.07995567]
[ 0.69664583]
[ 0.88265702]]
Progress: 45.3% ... Training loss: 0.266 ... Validation loss: 0.450[[ 1.61352368e-01 2.47364909e-01 -1.05084630e-01 1.04518258e-01
-4.81902775e-01 -6.98067434e-02 -7.27192619e-02 1.19986303e-01
-5.54914022e-02 1.99082902e-01]
[ 8.87382657e-03 1.30637334e-01 -2.10781110e-02 4.03258372e-02
9.56761817e-02 -4.95147964e-03 3.32228621e-01 4.04411214e-02
1.37955267e-01 -3.40516776e-02]
[ 1.98206004e-01 7.82161673e-01 1.18352998e-02 -5.20685129e-02
7.40084487e-01 -2.12417622e-02 -9.20422487e-01 -4.12914124e-02
5.37237432e-02 2.87019454e-01]
[ 5.62839207e-02 -4.01263113e-01 -1.92361429e-01 1.99707748e-01
-1.03411147e-02 1.25669592e-01 2.22478655e-01 6.53359219e-02
1.36740234e-01 3.04489097e-01]
[ -3.06415104e-02 6.89423499e-02 -1.50767060e-01 3.42694042e-02
-4.27235575e-02 -1.78466464e-01 9.42335482e-02 -1.17907615e-01
-2.00328677e-01 -5.55287131e-02]
[ -3.94588286e-01 -6.63954073e-01 -3.01445671e-01 1.52142200e-01
-1.57454224e-01 4.11383473e-02 3.66358610e-01 -3.95106236e-02
-2.92917951e-02 -3.05867971e-02]
[ -6.27657944e-03 -2.52120894e-01 9.20429187e-03 8.95472640e-02
-2.35325117e-02 -7.09757886e-02 1.87566227e-01 -1.91642921e-01
1.97316356e-01 3.70583871e-02]
[ 1.08659362e-01 -2.75533739e-01 3.16135291e-02 -7.43310636e-02
-3.43310218e-03 -4.81050472e-02 8.63210945e-02 1.17737794e-01
7.91572334e-02 -2.18588406e-02]
[ -1.78727215e-01 -1.86935725e-01 -3.03322161e-01 -2.30253541e-02
-4.43760892e-02 6.91403400e-02 -9.31107917e-02 -2.98391218e-02
2.65063284e-01 -1.35916646e-01]
[ 2.85230630e-02 -4.41065245e-01 7.55442108e-02 -1.42871130e-02
-2.13877278e-01 -1.08386089e-01 2.32714127e-01 -1.10375063e-01
-3.03123118e-03 6.54224249e-02]
[ -8.31831965e-02 -1.20197579e-01 3.09885892e-03 -1.34954562e-01
-8.14508235e-02 1.27140853e-02 2.29313041e-01 -1.02784187e-01
-4.65488477e-03 -1.15817452e-01]
[ -1.21132596e-01 -2.19282273e-01 -6.92535794e-02 1.23930927e-02
3.29927703e-01 9.90641927e-02 1.69310750e-01 -1.59485397e-02
-1.64839131e-01 -2.06699915e-01]
[ -1.58296666e-01 2.61608523e-03 6.12844086e-02 1.99480485e-02
-1.69624156e-01 -2.19087343e-01 -1.75281500e-01 -1.97199158e-01
8.51909440e-02 1.71927399e-01]
[ -2.83778087e-01 -3.49436976e-01 9.47113046e-02 2.14240390e-01
-1.41480233e-01 -6.41503309e-02 1.04659506e-01 -2.61137609e-01
-2.74875148e-01 -9.06857762e-02]
[ 9.75855255e-02 -2.04946080e-01 -2.42035697e-02 1.12129736e-01
-5.54598837e-02 -8.73410599e-02 2.55365163e-01 2.21777976e-03
2.26218349e-02 -1.72783256e-03]
[ 4.12137419e-02 -1.07474135e-01 -2.09239882e-01 1.56560339e-01
-8.81559708e-02 7.99583644e-02 -3.78003154e-02 -1.95558033e-02
-8.33095217e-02 2.11760669e-03]
[ -1.19839354e-01 -8.91155278e-02 -2.01394677e-01 1.59379972e-01
-9.72475512e-04 1.33120423e-01 1.47296571e-02 -2.50527918e-01
7.38995045e-02 -1.93641129e-01]
[ -6.30882484e-02 -4.88824012e-02 2.77923460e-01 1.08434481e-01
9.47512692e-02 -6.35198213e-02 -1.20295052e-01 1.21040774e-01
8.18395108e-02 4.60989565e-02]
[ 6.61833152e-02 -2.98056765e-03 9.04172936e-02 9.77555934e-02
4.82155775e-03 -1.94536981e-02 1.91025677e-01 1.20888173e-01
-1.86691729e-02 -4.89445441e-02]
[ 9.58776321e-03 -1.44128501e-01 -2.92542783e-01 -5.31199957e-02
1.06779488e-01 -9.24993071e-02 1.31665326e-01 1.62692338e-01
1.06860240e-01 -3.15093924e-02]
[ 4.99610432e-02 -3.96313879e-02 -1.15326442e-01 4.90159012e-02
-1.24245895e-01 3.19956679e-01 2.74382688e-01 2.04586130e-01
-1.56441606e-01 -5.63304205e-02]
[ 2.21067165e-03 -1.26657211e-02 1.22758090e-01 1.07441019e-01
1.09573089e-02 1.05448480e-01 -9.57477553e-02 -4.18218547e-02
2.16893474e-01 8.29344635e-02]
[ 1.17688623e-01 8.53121656e-02 -4.17945795e-02 -8.74482223e-02
-1.29421296e-01 -3.33167162e-01 1.11937656e-01 9.28687937e-03
1.51485991e-01 9.96150551e-02]
[ -1.05254962e-01 -5.88705865e-02 -1.66768124e-02 1.96320541e-02
-1.79170795e-02 -2.03794358e-01 -5.02551476e-02 -2.04722067e-02
1.59910457e-02 1.23871190e-01]
[ -1.63456068e-01 -1.31914280e-01 -2.04475850e-01 -2.51129221e-02
-2.91272986e-01 1.85149050e-03 6.35545682e-02 -2.57061198e-02
-1.31275079e-02 3.65270338e-02]
[ -3.05599046e-02 -1.33514268e-01 -7.49642667e-02 -1.25642204e-01
5.25790904e-01 2.75365187e-01 6.00245280e-01 1.13082156e-01
-1.81073223e-01 -3.78923544e-01]
[ -1.60471766e-02 -4.41459578e-01 -3.04901124e-02 -7.09491595e-02
6.52868311e-01 9.97447286e-02 5.66713228e-01 9.15241815e-02
3.15390754e-02 -3.86015501e-01]
[ 1.11181606e-02 -4.99997817e-01 -4.36598345e-02 -1.06183355e-01
6.72789388e-01 2.27425710e-02 5.35553886e-01 4.86124383e-02
-3.63545801e-01 -2.19282982e-01]
[ -1.75101780e-01 -6.41273257e-01 -1.08361264e-02 -2.06208620e-01
7.80278340e-01 -9.03670165e-02 6.63410233e-01 -8.33690288e-02
-6.99594298e-02 8.38389394e-02]
[ -3.04623580e-01 -4.68902737e-01 5.28778553e-02 -5.59064152e-02
9.33609525e-01 1.44299645e-01 4.80565945e-01 4.67441006e-02
-9.52413278e-02 -1.43792958e-01]
[ -2.12596082e-01 -3.48128551e-01 2.49617509e-01 -2.48767783e-01
6.82912523e-01 -4.30371449e-02 7.30250175e-01 1.23949363e-02
-2.62052174e-01 -3.23255386e-02]
[ -1.38077611e-01 -2.51409025e-01 -1.83722717e-01 -1.09930496e-01
5.11380180e-01 -2.27679261e-01 2.05183143e-01 1.68016528e-01
-1.57303920e-02 -1.26634642e-01]
[ 1.00779296e-01 2.47783893e-01 1.59409810e-01 -1.06478768e-01
-6.97976289e-02 5.46209940e-02 -1.46335451e-01 2.81328876e-01
6.33178169e-02 1.67935082e-01]
[ 3.55884724e-01 3.55103686e-01 -7.97747792e-02 3.17498987e-01
-9.06695618e-01 -2.88865641e-01 -4.97383854e-01 1.77745925e-01
3.94033966e-01 -1.74854970e-02]
[ 4.71062498e-02 1.24990617e-01 2.53452793e-01 2.47562552e-01
-5.54316042e-02 -1.96348731e-01 -1.74970052e-01 -1.33124362e-01
-1.39478171e-01 -2.90402311e-01]
[ 1.61366707e-02 -9.11113944e-02 -1.22247216e-01 -6.54723104e-02
2.42525327e-01 4.28454024e-02 8.88332645e-03 -1.85890664e-01
2.41589753e-02 1.96086353e-01]
[ -5.07909254e-03 -6.58685377e-02 -6.99172597e-02 -6.19831857e-02
-1.78734833e-03 -1.75513957e-01 9.58829104e-02 9.01697219e-03
2.83307898e-02 -6.53235091e-03]
[ 2.84942808e-02 8.48979993e-02 2.43379821e-01 7.19334878e-02
-2.27038702e-01 -1.36084732e-01 9.76835598e-02 3.91307323e-02
-1.87419337e-01 1.04185868e-01]
[ 7.50206025e-02 5.20390994e-02 1.08020923e-01 9.51774685e-03
-2.47941145e-01 6.67980243e-02 4.38373981e-02 -2.70947304e-01
-1.59156068e-02 -8.57047904e-02]
[ -5.31009638e-03 1.19445834e-01 8.62127948e-02 -2.51364282e-02
-7.50857578e-02 1.77833119e-01 7.17289049e-02 1.18524093e-01
-1.72674078e-02 1.77081326e-01]
[ 2.25999482e-01 9.26004572e-02 3.00866050e-02 8.49931972e-02
5.11220883e-03 -2.55874872e-02 -1.96264498e-01 1.48635510e-01
-5.11842762e-02 -1.55981794e-02]
[ 4.90488196e-02 2.99121071e-02 1.92117910e-02 4.91399909e-02
-4.48391130e-01 -1.25624062e-01 -2.32123254e-01 4.15934009e-02
1.24648797e-01 1.99683072e-01]
[ 6.12160553e-02 5.11089915e-01 1.28848271e-01 4.40819727e-01
-1.24815288e+00 -3.05746495e-01 -5.87400502e-01 -7.06556979e-02
3.03406358e-01 3.47605819e-01]
[ 1.79772752e-01 4.97956596e-01 6.79410816e-02 4.33318797e-01
-1.01829062e+00 -8.38823907e-02 -4.34905565e-01 1.51386855e-01
2.15997753e-01 4.81727993e-01]
[ 2.52562842e-01 3.28405078e-01 2.47186337e-01 1.52145139e-01
-4.92463217e-01 7.95535949e-02 -2.31470604e-01 1.62580617e-01
2.43373217e-01 8.25885664e-02]
[ -7.20219407e-02 2.38457048e-01 2.41738752e-01 1.88564742e-02
-6.27239483e-02 1.29942914e-01 -1.15461398e-01 -1.50278553e-02
-3.07385208e-02 5.25346421e-02]
[ -9.98011686e-02 6.05804562e-03 2.41103987e-02 9.21499567e-02
-6.06799371e-02 1.16039218e-01 2.39323637e-01 1.98381950e-02
-2.75360599e-01 -9.38481041e-02]
[ -2.22246070e-01 -3.65753851e-02 -9.42202319e-02 -3.45613254e-01
1.85392728e-01 1.19455527e-01 1.09717913e-01 1.03209975e-01
-2.07752860e-01 3.17896267e-02]
[ 9.12048467e-03 -4.14612993e-01 -1.28214873e-01 -1.62714507e-01
3.74166077e-01 2.56865842e-02 1.97444182e-01 1.52210188e-01
-1.66400867e-01 -2.23503791e-01]
[ 1.03441026e-01 -2.47834459e-01 -1.59815772e-01 -3.07708226e-02
-6.21163254e-02 -4.33729107e-02 1.20957461e-01 -1.55784541e-01
1.09473689e-01 -1.68199627e-01]
[ -1.18346845e-01 2.34821730e-02 2.64294099e-01 -4.97027347e-03
1.68956695e-01 7.94660874e-02 7.29464620e-02 -2.97361308e-01
-1.11363963e-01 -5.93056543e-02]
[ -3.37419739e-01 1.68445612e-02 1.88724896e-02 -1.10047740e-02
1.31404911e-01 -1.79827007e-01 8.78427860e-03 2.35231520e-01
-7.24249365e-02 8.81472608e-02]
[ 1.49142773e-01 -8.26973780e-03 -2.31821999e-01 -7.28449737e-02
1.08365589e-01 -3.01402095e-01 8.31863549e-02 -1.66555928e-01
7.21275333e-03 -1.79593201e-01]
[ 2.16921341e-01 -2.03967962e-01 6.65958033e-02 -1.52173875e-02
8.10601744e-02 -3.97110057e-02 5.02115642e-02 -1.36173740e-01
1.18767132e-01 -1.70051385e-01]
[ -1.04321475e-01 -8.34230129e-02 1.21708576e-01 1.10038403e-01
2.67697179e-02 -1.14918249e-01 2.57404043e-01 -7.82906479e-02
1.82532414e-01 -1.56800556e-03]
[ -3.37651907e-02 -2.17927404e-01 1.86018061e-01 -2.95069074e-01
-1.70702029e-01 1.29355835e-01 1.14478388e-01 -1.22172063e-01
-6.73671376e-03 1.87630081e-01]]
[[ 0.63177412]
[ 1.73216512]
[ 0.23964688]
[ 0.88872112]
[-2.7633459 ]
[-0.2649753 ]
[-1.74317154]
[ 0.08719436]
[ 0.70291147]
[ 0.88875234]]
Progress: 45.4% ... Training loss: 0.265 ... Validation loss: 0.448[[ 1.62545481e-01 2.49595216e-01 -1.04579527e-01 1.06455786e-01
-4.87430858e-01 -7.03007760e-02 -7.42346900e-02 1.20185552e-01
-5.39646032e-02 2.00896027e-01]
[ 8.15571497e-03 1.28514227e-01 -2.13559116e-02 3.93482259e-02
9.89166955e-02 -4.63561979e-03 3.34151449e-01 4.03367011e-02
1.37234699e-01 -3.48408170e-02]
[ 2.02532420e-01 7.89033496e-01 1.37172369e-02 -4.51419280e-02
7.26297849e-01 -2.31807372e-02 -9.26739752e-01 -4.06166733e-02
5.92527567e-02 2.94062397e-01]
[ 5.32300756e-02 -4.06620132e-01 -1.93555642e-01 1.95369974e-01
5.24053621e-03 1.26932343e-01 2.27439532e-01 6.48610705e-02
1.33307320e-01 3.00257725e-01]
[ -3.16489286e-02 6.67370082e-02 -1.51188449e-01 3.27263079e-02
-3.98389313e-02 -1.78014596e-01 9.62025247e-02 -1.18039018e-01
-2.01748694e-01 -5.69958361e-02]
[ -3.95251115e-01 -6.64655060e-01 -3.01775481e-01 1.51043213e-01
-1.56263823e-01 4.14806852e-02 3.67271202e-01 -3.96159973e-02
-3.01765906e-02 -3.17224585e-02]
[ -7.01053429e-03 -2.54887804e-01 8.90434148e-03 8.85677361e-02
-2.20416395e-02 -7.06510926e-02 1.90141305e-01 -1.91742205e-01
1.96547056e-01 3.59960118e-02]
[ 1.08616450e-01 -2.76205898e-01 3.16678354e-02 -7.40073469e-02
-3.85462400e-03 -4.81094510e-02 8.72079937e-02 1.17757454e-01
7.94220889e-02 -2.14695134e-02]
[ -1.78972880e-01 -1.87123907e-01 -3.03408625e-01 -2.34545053e-02
-4.32376544e-02 6.92751895e-02 -9.29778314e-02 -2.98777428e-02
2.64735582e-01 -1.36262364e-01]
[ 2.75850209e-02 -4.42930159e-01 7.51789623e-02 -1.54420843e-02
-2.14337432e-01 -1.07941655e-01 2.35357877e-01 -1.10485522e-01
-3.89073489e-03 6.42256214e-02]
[ -8.40660509e-02 -1.22768718e-01 2.76078122e-03 -1.36202069e-01
-7.76970757e-02 1.30906747e-02 2.31538080e-01 -1.02910010e-01
-5.66569949e-03 -1.16977246e-01]
[ -1.20997061e-01 -2.19174459e-01 -6.92121721e-02 1.26116215e-02
3.30032295e-01 9.90406483e-02 1.68949490e-01 -1.59358753e-02
-1.64685755e-01 -2.06497744e-01]
[ -1.58296666e-01 2.61608523e-03 6.12844086e-02 1.99480485e-02
-1.69624156e-01 -2.19087343e-01 -1.75281500e-01 -1.97199158e-01
8.51909440e-02 1.71927399e-01]
[ -2.84237476e-01 -3.49837317e-01 9.44820871e-02 2.13426093e-01
-1.40485773e-01 -6.39219575e-02 1.05080162e-01 -2.61211817e-01
-2.75476457e-01 -9.14754771e-02]
[ 9.72554986e-02 -2.05539147e-01 -2.43382786e-02 1.11691823e-01
-5.44687659e-02 -8.71784965e-02 2.55973026e-01 2.16864525e-03
2.21934354e-02 -2.20665105e-03]
[ 4.11737739e-02 -1.07632785e-01 -2.09267624e-01 1.56507391e-01
-8.85453209e-02 7.99716035e-02 -3.75466633e-02 -1.95608458e-02
-8.33485527e-02 2.02039421e-03]
[ -1.20073634e-01 -8.99063514e-02 -2.01486541e-01 1.59052010e-01
-7.00005599e-04 1.33219362e-01 1.52918995e-02 -2.50559950e-01
7.36401735e-02 -1.93962439e-01]
[ -6.32340873e-02 -4.95144553e-02 2.77851948e-01 1.08211154e-01
9.57825400e-02 -6.34314095e-02 -1.19609829e-01 1.21020529e-01
8.16345860e-02 4.59016510e-02]
[ 6.60247863e-02 -4.17889485e-03 9.03662192e-02 9.76279939e-02
4.28091809e-03 -1.93914810e-02 1.92315220e-01 1.20874961e-01
-1.87108536e-02 -4.91460637e-02]
[ 1.03980242e-02 -1.42079580e-01 -2.92186371e-01 -5.18139914e-02
1.02732220e-01 -9.28632659e-02 1.29700498e-01 1.62821073e-01
1.07868142e-01 -3.02645147e-02]
[ 4.99597331e-02 -3.95102117e-02 -1.15319834e-01 4.90354093e-02
-1.24312760e-01 3.19942449e-01 2.74379452e-01 2.04588999e-01
-1.56418473e-01 -5.62924227e-02]
[ 1.52942948e-03 -1.46956226e-02 1.22499592e-01 1.06612324e-01
1.42863746e-02 1.05764155e-01 -9.37835695e-02 -4.19180951e-02
2.16225148e-01 8.21589074e-02]
[ 1.17451034e-01 8.49959603e-02 -4.18724747e-02 -8.78428211e-02
-1.28280414e-01 -3.33052374e-01 1.12182749e-01 9.25260984e-03
1.51220009e-01 9.93355527e-02]
[ -1.05246460e-01 -5.88553366e-02 -1.66738967e-02 1.96462152e-02
-1.79632889e-02 -2.03798116e-01 -5.02807563e-02 -2.04710429e-02
1.59994516e-02 1.23883753e-01]
[ -1.63672019e-01 -1.32308496e-01 -2.04561191e-01 -2.54292015e-02
-2.90543734e-01 1.94671031e-03 6.40273137e-02 -2.57381220e-02
-1.33749074e-02 3.62180938e-02]
[ -3.05797937e-02 -1.33491428e-01 -7.49742715e-02 -1.25674156e-01
5.25854761e-01 2.75374281e-01 6.00230393e-01 1.13078420e-01
-1.81098820e-01 -3.78950958e-01]
[ -1.60842145e-02 -4.41709697e-01 -3.04975178e-02 -7.09773029e-02
6.53082944e-01 9.97535051e-02 5.67005428e-01 9.15204299e-02
3.15214362e-02 -3.86083642e-01]
[ 1.09843090e-02 -5.00094708e-01 -4.37205766e-02 -1.06393862e-01
6.73257209e-01 2.28091448e-02 5.35666150e-01 4.85905608e-02
-3.63710854e-01 -2.19495260e-01]
[ -1.75392322e-01 -6.41645378e-01 -1.09585862e-02 -2.06664122e-01
7.81530971e-01 -9.02330894e-02 6.63877830e-01 -8.34134659e-02
-7.03021552e-02 8.33902967e-02]
[ -3.04668059e-01 -4.68971980e-01 5.28591524e-02 -5.59751209e-02
9.33840864e-01 1.44316702e-01 4.80691941e-01 4.67378023e-02
-9.52937592e-02 -1.43855418e-01]
[ -2.12839341e-01 -3.48747680e-01 2.49527326e-01 -2.49120083e-01
6.83871380e-01 -4.29333545e-02 7.30874001e-01 1.23604716e-02
-2.62332505e-01 -3.26636385e-02]
[ -1.37772222e-01 -2.50722198e-01 -1.83610471e-01 -1.09487373e-01
5.10173696e-01 -2.27805252e-01 2.04420195e-01 1.68058137e-01
-1.53835285e-02 -1.26190542e-01]
[ 1.00469127e-01 2.47608776e-01 1.59283171e-01 -1.06883480e-01
-6.97031624e-02 5.47527448e-02 -1.46355443e-01 2.81286524e-01
6.29497180e-02 1.67442141e-01]
[ 3.55323716e-01 3.53337979e-01 -8.00207547e-02 3.16640685e-01
-9.04983413e-01 -2.88608539e-01 -4.95604866e-01 1.77656457e-01
3.93412158e-01 -1.83937128e-02]
[ 4.70036340e-02 1.24796485e-01 2.53410536e-01 2.47406980e-01
-5.52294167e-02 -1.96306463e-01 -1.74773125e-01 -1.33137698e-01
-1.39592868e-01 -2.90524666e-01]
[ 1.63985845e-02 -9.04944652e-02 -1.22149103e-01 -6.51072568e-02
2.41417512e-01 4.27465483e-02 8.16208193e-03 -1.85855392e-01
2.44021147e-02 1.96400457e-01]
[ -5.10371216e-03 -6.59079999e-02 -6.99192710e-02 -6.20042572e-02
-1.70945591e-03 -1.75503876e-01 9.59332278e-02 9.01517664e-03
2.83245194e-02 -6.54615569e-03]
[ 2.79004160e-02 8.30936840e-02 2.43170504e-01 7.11196269e-02
-2.24182606e-01 -1.35835738e-01 9.96261446e-02 3.90512333e-02
-1.88122331e-01 1.03454429e-01]
[ 7.50636635e-02 5.22108640e-02 1.08034989e-01 9.55199145e-03
-2.48064135e-01 6.67820813e-02 4.36069391e-02 -2.70940715e-01
-1.58806672e-02 -8.56422824e-02]
[ -5.99701689e-03 1.17821603e-01 8.59531697e-02 -2.61304204e-02
-7.21894425e-02 1.78130675e-01 7.34434242e-02 1.18426427e-01
-1.80507918e-02 1.76116269e-01]
[ 2.26004383e-01 9.26168526e-02 3.00883120e-02 8.49988753e-02
5.09954485e-03 -2.55869447e-02 -1.96287069e-01 1.48635621e-01
-5.11784507e-02 -1.55922772e-02]
[ 4.91120456e-02 3.00496999e-02 1.92450365e-02 4.92379995e-02
-4.48747146e-01 -1.25659458e-01 -2.32236478e-01 4.16052570e-02
1.24750908e-01 1.99791543e-01]
[ 6.20474832e-02 5.12600554e-01 1.29127031e-01 4.42011131e-01
-1.25139646e+00 -3.06042885e-01 -5.88752145e-01 -7.05356193e-02
3.04340105e-01 3.48732510e-01]
[ 1.79521652e-01 4.97023903e-01 6.78654468e-02 4.33119405e-01
-1.01798511e+00 -8.37785956e-02 -4.34076904e-01 1.51357182e-01
2.15891263e-01 4.81680154e-01]
[ 2.53049054e-01 3.29524056e-01 2.47411009e-01 1.52965479e-01
-4.95175836e-01 7.93273397e-02 -2.32530835e-01 1.62662495e-01
2.44018146e-01 8.34086842e-02]
[ -7.22159837e-02 2.38472894e-01 2.41673602e-01 1.86031125e-02
-6.24380044e-02 1.30021643e-01 -1.15428378e-01 -1.50531931e-02
-3.09548397e-02 5.22511783e-02]
[ -1.00009297e-01 5.81499288e-03 2.40215576e-02 9.18196623e-02
-6.00147491e-02 1.16136527e-01 2.39616430e-01 1.98057770e-02
-2.75613081e-01 -9.41791451e-02]
[ -2.22073177e-01 -3.63822036e-02 -9.41610638e-02 -3.45362148e-01
1.84596088e-01 1.19379440e-01 1.09479149e-01 1.03234907e-01
-2.07555127e-01 3.20334069e-02]
[ 8.96762481e-03 -4.15246014e-01 -1.28273823e-01 -1.62929746e-01
3.74838127e-01 2.57516320e-02 1.98027981e-01 1.52190352e-01
-1.66570777e-01 -2.23730699e-01]
[ 1.03283720e-01 -2.47968517e-01 -1.59902896e-01 -3.10132487e-02
-6.27056560e-02 -4.32924948e-02 1.21299789e-01 -1.55814586e-01
1.09331598e-01 -1.68493484e-01]
[ -1.19046282e-01 2.13643600e-02 2.64005549e-01 -5.97926076e-03
1.72550564e-01 7.98023565e-02 7.47783176e-02 -2.97465385e-01
-1.12124751e-01 -6.01287767e-02]
[ -3.38084673e-01 1.50595048e-02 1.86344070e-02 -1.19308053e-02
1.34560398e-01 -1.79571717e-01 1.05871055e-02 2.35144600e-01
-7.31280786e-02 8.73381425e-02]
[ 1.49961448e-01 -6.46360074e-03 -2.31459523e-01 -7.15399241e-02
1.04792703e-01 -3.01764153e-01 8.16406259e-02 -1.66425020e-01
8.25125209e-03 -1.78335738e-01]
[ 2.17108787e-01 -2.04128318e-01 6.66977510e-02 -1.47047444e-02
7.98947904e-02 -3.98160489e-02 5.05874992e-02 -1.36127993e-01
1.19166112e-01 -1.69670617e-01]
[ -1.04675157e-01 -8.38790959e-02 1.21533744e-01 1.09491115e-01
2.71833097e-02 -1.14719767e-01 2.57928134e-01 -7.83505880e-02
1.82032211e-01 -2.21098624e-03]
[ -3.45813153e-02 -2.19408412e-01 1.85680307e-01 -2.96345983e-01
-1.69139190e-01 1.29749959e-01 1.15654610e-01 -1.22291356e-01
-7.78491051e-03 1.86406502e-01]]
[[ 0.62977567]
[ 1.73625327]
[ 0.23405939]
[ 0.88203746]
[-2.76525903]
[-0.27150633]
[-1.75834751]
[ 0.0824071 ]
[ 0.69801234]
[ 0.88449831]]
Progress: 45.4% ... Training loss: 0.265 ... Validation loss: 0.445[[ 1.65396628e-01 2.57183434e-01 -1.03414922e-01 1.10967171e-01
-5.00583777e-01 -7.16597820e-02 -8.14727539e-02 1.20609637e-01
-5.05658895e-02 2.05365886e-01]
[ 8.85184039e-03 1.29815700e-01 -2.10588322e-02 4.04768764e-02
9.57864133e-02 -4.96588719e-03 3.32695453e-01 4.04448558e-02
1.38135260e-01 -3.37152625e-02]
[ 2.07569354e-01 7.99078954e-01 1.57946903e-02 -3.73574762e-02
7.06257002e-01 -2.55106502e-02 -9.37352240e-01 -3.98815750e-02
6.52170845e-02 3.01742580e-01]
[ 5.40672090e-02 -4.05144562e-01 -1.93302003e-01 1.96800622e-01
3.91016527e-03 1.26647198e-01 2.23834094e-01 6.49317301e-02
1.34209522e-01 3.00596583e-01]
[ -3.38065082e-02 5.92829717e-02 -1.52193288e-01 2.91320348e-02
-2.91375588e-02 -1.76897905e-01 1.03890854e-01 -1.18367885e-01
-2.04426830e-01 -6.04429014e-02]
[ -3.96841728e-01 -6.67120840e-01 -3.02369992e-01 1.48849022e-01
-1.52013723e-01 4.21700744e-02 3.70363983e-01 -3.98277704e-02
-3.18771204e-02 -3.38244548e-02]
[ -6.86318059e-03 -2.54504819e-01 8.95807525e-03 8.87712433e-02
-2.30292858e-02 -7.07384182e-02 1.90033911e-01 -1.91711756e-01
1.96704421e-01 3.63166833e-02]
[ 1.11849806e-01 -2.68565014e-01 3.29868087e-02 -6.88999562e-02
-1.78624274e-02 -4.95880027e-02 7.90621314e-02 1.18218853e-01
8.32941796e-02 -1.65977504e-02]
[ -1.78100913e-01 -1.85469687e-01 -3.03076743e-01 -2.21100598e-02
-4.66511801e-02 6.89002732e-02 -9.48360470e-02 -2.97573222e-02
2.65795808e-01 -1.34938918e-01]
[ 2.87922336e-02 -4.38101770e-01 7.57578806e-02 -1.32835738e-02
-2.23199677e-01 -1.08550095e-01 2.31614102e-01 -1.10282039e-01
-2.23590364e-03 6.64135978e-02]
[ -8.29293235e-02 -1.20007095e-01 3.19364943e-03 -1.34527953e-01
-8.24429508e-02 1.25657572e-02 2.28711600e-01 -1.02754156e-01
-4.41068465e-03 -1.15471505e-01]
[ -1.20678936e-01 -2.19552161e-01 -6.91138803e-02 1.32401477e-02
3.29481540e-01 9.89226016e-02 1.68501054e-01 -1.58947176e-02
-1.64206448e-01 -2.05777578e-01]
[ -1.58296666e-01 2.61608523e-03 6.12844086e-02 1.99480485e-02
-1.69624156e-01 -2.19087343e-01 -1.75281500e-01 -1.97199158e-01
8.51909440e-02 1.71927399e-01]
[ -2.84249904e-01 -3.49812966e-01 9.44738158e-02 2.13393475e-01
-1.40359000e-01 -6.39146956e-02 1.04964448e-01 -2.61214370e-01
-2.75486329e-01 -9.14895602e-02]
[ 9.63109413e-02 -2.06487897e-01 -2.46918954e-02 1.10405742e-01
-5.19832944e-02 -8.67626789e-02 2.57380130e-01 2.04152171e-03
2.11903217e-02 -3.58011244e-03]
[ 4.06116729e-02 -1.09039441e-01 -2.09465669e-01 1.55748696e-01
-8.71059038e-02 8.02007846e-02 -3.59019058e-02 -1.96314436e-02
-8.39403147e-02 1.44523932e-03]
[ -1.20459098e-01 -9.08415463e-02 -2.01631448e-01 1.58508679e-01
9.41135757e-04 1.33376430e-01 1.62547838e-02 -2.50606264e-01
7.32052763e-02 -1.94473771e-01]
[ -6.23254504e-02 -4.72357238e-02 2.78166665e-01 1.09439693e-01
9.20846778e-02 -6.38114148e-02 -1.21919027e-01 1.21137908e-01
8.26041725e-02 4.70883599e-02]
[ 6.57077441e-02 -4.94134313e-03 9.02720685e-02 9.72186501e-02
5.11134737e-03 -1.92743653e-02 1.93463839e-01 1.20841460e-01
-1.90295177e-02 -4.94573746e-02]
[ 1.22782556e-02 -1.37646918e-01 -2.91410684e-01 -4.88760277e-02
9.40392926e-02 -9.37179080e-02 1.25180179e-01 1.63098740e-01
1.10205591e-01 -2.74005833e-02]
[ 5.08668439e-02 -3.70981577e-02 -1.14946828e-01 5.04377031e-02
-1.28000021e-01 3.19516508e-01 2.71937172e-01 2.04712986e-01
-1.55398718e-01 -5.49415969e-02]
[ 2.26198049e-03 -1.34297062e-02 1.22778299e-01 1.07826994e-01
1.17832021e-02 1.05443677e-01 -9.56996817e-02 -4.18176017e-02
2.17021120e-01 8.32812958e-02]
[ 1.17286976e-01 8.48187868e-02 -4.19038392e-02 -8.80590535e-02
-1.27545377e-01 -3.32973757e-01 1.12462181e-01 9.22945596e-03
1.51125273e-01 9.91549362e-02]
[ -1.04754436e-01 -5.80626560e-02 -1.65133581e-02 2.03632301e-02
-1.99857603e-02 -2.04013675e-01 -5.10785230e-02 -2.04050109e-02
1.65571379e-02 1.24560794e-01]
[ -1.63544859e-01 -1.32072360e-01 -2.04523413e-01 -2.52222316e-02
-2.91357183e-01 1.88686979e-03 6.36672146e-02 -2.57199405e-02
-1.32131588e-02 3.63970407e-02]
[ -3.06198234e-02 -1.33658751e-01 -7.49870089e-02 -1.25721524e-01
5.25846683e-01 2.75388247e-01 6.00519317e-01 1.13074662e-01
-1.81137529e-01 -3.79011732e-01]
[ -1.57821960e-02 -4.41098327e-01 -3.03967203e-02 -7.05379395e-02
6.51687597e-01 9.96289096e-02 5.66297438e-01 9.15605111e-02
3.18630067e-02 -3.85644478e-01]
[ 1.14997975e-02 -4.99461160e-01 -4.35598444e-02 -1.05662078e-01
6.71566409e-01 2.26083972e-02 5.34531172e-01 4.86578595e-02
-3.63166199e-01 -2.18803963e-01]
[ -1.75484460e-01 -6.41904993e-01 -1.09936801e-02 -2.06784902e-01
7.81979919e-01 -9.01928045e-02 6.64119350e-01 -8.34254340e-02
-7.04067895e-02 8.32591344e-02]
[ -3.04757852e-01 -4.69155750e-01 5.28269066e-02 -5.60908848e-02
9.34236749e-01 1.44350972e-01 4.80897965e-01 4.67268058e-02
-9.53758794e-02 -1.43966436e-01]
[ -2.12579805e-01 -3.48205504e-01 2.49619736e-01 -2.48761685e-01
6.82985797e-01 -4.30423969e-02 7.30264213e-01 1.23942561e-02
-2.62052494e-01 -3.23151097e-02]
[ -1.37360732e-01 -2.49761669e-01 -1.83460106e-01 -1.08905631e-01
5.08654721e-01 -2.27986873e-01 2.03337551e-01 1.68114540e-01
-1.49114811e-02 -1.25587240e-01]
[ 1.00300780e-01 2.47641062e-01 1.59240950e-01 -1.07081656e-01
-6.95136923e-02 5.48169065e-02 -1.46378499e-01 2.81265012e-01
6.27355902e-02 1.67249766e-01]
[ 3.55120107e-01 3.54289765e-01 -8.00116479e-02 3.16679818e-01
-9.06583400e-01 -2.88577837e-01 -4.95724203e-01 1.77643623e-01
3.93292424e-01 -1.84798252e-02]
[ 4.65215555e-02 1.23354781e-01 2.53225498e-01 2.46706038e-01
-5.29872169e-02 -1.96105226e-01 -1.73404313e-01 -1.33201260e-01
-1.40109244e-01 -2.91069548e-01]
[ 1.63985845e-02 -9.04944652e-02 -1.22149103e-01 -6.51072568e-02
2.41417512e-01 4.27465483e-02 8.16208193e-03 -1.85855392e-01
2.44021147e-02 1.96400457e-01]
[ -4.47721253e-03 -6.40962586e-02 -6.97042234e-02 -6.11796001e-02
-4.40795270e-03 -1.75747353e-01 9.41999450e-02 9.09519069e-03
2.90299101e-02 -5.68327792e-03]
[ 2.76493552e-02 8.27847581e-02 2.43084239e-01 7.07190010e-02
-2.23399318e-01 -1.35740783e-01 9.99524757e-02 3.90158115e-02
-1.88426015e-01 1.03019563e-01]
[ 7.51403485e-02 5.23146426e-02 1.08080164e-01 9.69999598e-03
-2.48361359e-01 6.67269747e-02 4.35910910e-02 -2.70921977e-01
-1.57620564e-02 -8.54720883e-02]
[ -6.41839029e-03 1.16711586e-01 8.57909408e-02 -2.67555287e-02
-7.03830554e-02 1.78316665e-01 7.45683895e-02 1.18368713e-01
-1.85405262e-02 1.75502623e-01]
[ 2.26095872e-01 9.30151571e-02 3.01366209e-02 8.52104336e-02
4.37451531e-03 -2.56612890e-02 -1.96479200e-01 1.48657957e-01
-5.10277581e-02 -1.53398492e-02]
[ 4.95255729e-02 3.12289090e-02 1.93876108e-02 4.98031563e-02
-4.50606164e-01 -1.25817928e-01 -2.33380354e-01 4.16564028e-02
1.25180837e-01 2.00292434e-01]
[ 6.14190345e-02 5.10544546e-01 1.28908266e-01 4.41243345e-01
-1.24882581e+00 -3.05750154e-01 -5.86685431e-01 -7.06201143e-02
3.03748518e-01 3.47908475e-01]
[ 1.80019003e-01 4.98149686e-01 6.80560179e-02 4.33788128e-01
-1.01945749e+00 -8.39914377e-02 -4.35296887e-01 1.51422228e-01
2.16450095e-01 4.82339057e-01]
[ 2.53626028e-01 3.30967630e-01 2.47655475e-01 1.53937550e-01
-4.98152154e-01 7.90312921e-02 -2.33812581e-01 1.62752403e-01
2.44749520e-01 8.43648169e-02]
[ -7.15819120e-02 2.40104821e-01 2.41919869e-01 1.95224952e-02
-6.52818068e-02 1.29754024e-01 -1.17035393e-01 -1.49658380e-02
-3.02219600e-02 5.31776695e-02]
[ -9.95741037e-02 6.92888269e-03 2.41935376e-02 9.24914348e-02
-6.18061952e-02 1.15949491e-01 2.38303243e-01 1.98684170e-02
-2.75087830e-01 -9.35272491e-02]
[ -2.22041793e-01 -3.64862470e-02 -9.41545113e-02 -3.45291172e-01
1.84347735e-01 1.19353478e-01 1.09456916e-01 1.03241993e-01
-2.07484210e-01 3.21496055e-02]
[ 9.13486185e-03 -4.14942202e-01 -1.28213501e-01 -1.62694765e-01
3.74253264e-01 2.56788422e-02 1.97593096e-01 1.52211274e-01
-1.66383078e-01 -2.23496248e-01]
[ 1.02408206e-01 -2.48866819e-01 -1.60193952e-01 -3.20762450e-02
-6.11726994e-02 -4.29353205e-02 1.22717728e-01 -1.55922985e-01
1.08467091e-01 -1.69612309e-01]
[ -1.18870289e-01 2.17074137e-02 2.64058529e-01 -5.70783279e-03
1.71823557e-01 7.97299003e-02 7.43883355e-02 -2.97440757e-01
-1.11930385e-01 -5.98826268e-02]
[ -3.37696775e-01 1.59245043e-02 1.87750707e-02 -1.13311465e-02
1.32434139e-01 -1.79767416e-01 9.43069195e-03 2.35198829e-01
-7.26510492e-02 8.78749594e-02]
[ 1.51578405e-01 -3.34653356e-03 -2.30791390e-01 -6.89390191e-02
9.78315435e-02 -3.02534248e-01 7.84597083e-02 -1.66178469e-01
1.02625082e-02 -1.75787575e-01]
[ 2.17003414e-01 -2.04630540e-01 6.66814870e-02 -1.46735782e-02
8.05149286e-02 -3.97826674e-02 5.10132189e-02 -1.36129103e-01
1.19191290e-01 -1.69434659e-01]
[ -1.04145914e-01 -8.19541705e-02 1.21758491e-01 1.10272652e-01
2.46558505e-02 -1.14968105e-01 2.56154115e-01 -7.82832106e-02
1.82535578e-01 -1.49868818e-03]
[ -3.36484559e-02 -2.17045625e-01 1.86011182e-01 -2.95106529e-01
-1.73109275e-01 1.29394588e-01 1.13293593e-01 -1.22174137e-01
-6.74244770e-03 1.87659824e-01]]
[[ 0.64328264]
[ 1.75002254]
[ 0.24418319]
[ 0.89003777]
[-2.75033176]
[-0.26214263]
[-1.75347226]
[ 0.09457346]
[ 0.71033031]
[ 0.89800577]]
Progress: 45.5% ... Training loss: 0.271 ... Validation loss: 0.442[[ 1.64923751e-01 2.56104356e-01 -1.03616195e-01 1.10300061e-01
-4.98370550e-01 -7.15257495e-02 -8.04930227e-02 1.20559156e-01
-5.10514460e-02 2.04710759e-01]
[ 8.86127261e-03 1.29806225e-01 -2.10523654e-02 4.05021306e-02
9.56604849e-02 -4.97317183e-03 3.32721528e-01 4.04473442e-02
1.38148994e-01 -3.36951905e-02]
[ 2.05305467e-01 7.90437511e-01 1.49214573e-02 -4.06498257e-02
7.14660837e-01 -2.46329663e-02 -9.30410369e-01 -4.02157048e-02
6.26944453e-02 2.98565717e-01]
[ 5.57241309e-02 -3.99728925e-01 -1.92637766e-01 1.99532479e-01
-3.11556360e-03 1.26024086e-01 2.19231377e-01 6.51473390e-02
1.35946446e-01 3.02681754e-01]
[ -3.62635419e-02 5.24733223e-02 -1.53055341e-01 2.59057565e-02
-1.82804201e-02 -1.76076323e-01 1.11218113e-01 -1.18679541e-01
-2.06855341e-01 -6.36557738e-02]
[ -3.97745823e-01 -6.67642213e-01 -3.02740677e-01 1.47591789e-01
-1.49505323e-01 4.25703280e-02 3.71449004e-01 -3.99702869e-02
-3.29443285e-02 -3.50889260e-02]
[ -8.21946962e-03 -2.58302710e-01 8.44772054e-03 8.68287577e-02
-1.77231064e-02 -7.02092704e-02 1.93390570e-01 -1.91906704e-01
1.95211795e-01 3.43045984e-02]
[ 1.09039365e-01 -2.75876949e-01 3.18993493e-02 -7.28161672e-02
-8.40651358e-03 -4.84523398e-02 8.63153958e-02 1.17802189e-01
8.00965399e-02 -2.05019482e-02]
[ -1.78323088e-01 -1.86028714e-01 -3.03147399e-01 -2.23542044e-02
-4.63774800e-02 6.89739377e-02 -9.40772211e-02 -2.97852755e-02
2.65607930e-01 -1.35230501e-01]
[ 2.49465908e-02 -4.46922461e-01 7.42543465e-02 -1.87533891e-02
-2.11674299e-01 -1.06985253e-01 2.39991267e-01 -1.10847003e-01
-6.54169269e-03 6.09978583e-02]
[ -8.38340577e-02 -1.22650153e-01 2.85901033e-03 -1.35795964e-01
-7.80989042e-02 1.29104259e-02 2.31776949e-01 -1.02891044e-01
-5.44136453e-03 -1.16763676e-01]
[ -1.21221560e-01 -2.20278637e-01 -6.93148621e-02 1.26178991e-02
3.31156308e-01 9.91518195e-02 1.69512310e-01 -1.59749476e-02
-1.64815331e-01 -2.06542004e-01]
[ -1.58296666e-01 2.61608523e-03 6.12844086e-02 1.99480485e-02
-1.69624156e-01 -2.19087343e-01 -1.75281500e-01 -1.97199158e-01
8.51909440e-02 1.71927399e-01]
[ -2.84376498e-01 -3.49439049e-01 9.44134052e-02 2.13202209e-01
-1.39680013e-01 -6.38425353e-02 1.04772690e-01 -2.61237886e-01
-2.75638586e-01 -9.16782829e-02]
[ 9.59268285e-02 -2.07007590e-01 -2.48428059e-02 1.09942823e-01
-5.05930988e-02 -8.66022724e-02 2.58204507e-01 1.98378082e-03
2.07366899e-02 -4.10983300e-03]
[ 3.99236106e-02 -1.10086785e-01 -2.09721769e-01 1.54801466e-01
-8.57950707e-02 8.04583018e-02 -3.49357071e-02 -1.97263815e-02
-8.46339966e-02 5.48921201e-04]
[ -1.21047686e-01 -9.26253173e-02 -2.01865424e-01 1.57661494e-01
3.14352873e-03 1.33611627e-01 1.79313401e-02 -2.50688105e-01
7.25108415e-02 -1.95300455e-01]
[ -6.24584828e-02 -4.78457540e-02 2.78135794e-01 1.09289938e-01
9.26766394e-02 -6.37658603e-02 -1.21302011e-01 1.21123218e-01
8.24571406e-02 4.68818367e-02]
[ 6.49220333e-02 -6.93565740e-03 8.99455333e-02 9.59806094e-02
8.88999097e-03 -1.89532077e-02 1.95284524e-01 1.20707703e-01
-1.99582625e-02 -5.07081079e-02]
[ 1.11330294e-02 -1.40662077e-01 -2.91859349e-01 -5.04777043e-02
9.77060030e-02 -9.32394074e-02 1.28050601e-01 1.62924776e-01
1.08949518e-01 -2.89509403e-02]
[ 4.95524826e-02 -4.07227017e-02 -1.15442248e-01 4.86454824e-02
-1.23766368e-01 3.20050158e-01 2.75405215e-01 2.04525439e-01
-1.56875598e-01 -5.67448544e-02]
[ 2.41872651e-03 -1.28817618e-02 1.22838210e-01 1.08039453e-01
1.11202261e-02 1.05376049e-01 -9.60985438e-02 -4.17925127e-02
2.17146936e-01 8.34512785e-02]
[ 1.17830440e-01 8.62158491e-02 -4.17035739e-02 -8.72853969e-02
-1.29609124e-01 -3.33196887e-01 1.11043545e-01 9.30981682e-03
1.51681232e-01 9.99060788e-02]
[ -1.05322410e-01 -5.95732460e-02 -1.67061795e-02 1.96390412e-02
-1.84283264e-02 -2.03802980e-01 -4.94074953e-02 -2.04838541e-02
1.60310138e-02 1.23810993e-01]
[ -1.63804407e-01 -1.32476063e-01 -2.04627035e-01 -2.56139380e-02
-2.90497080e-01 2.00151734e-03 6.42159153e-02 -2.57606361e-02
-1.35114277e-02 3.60056971e-02]
[ -3.08898663e-02 -1.34576620e-01 -7.51044819e-02 -1.26125695e-01
5.26927252e-01 2.75506045e-01 6.01473054e-01 1.13032700e-01
-1.81454470e-01 -3.79418756e-01]
[ -1.60769799e-02 -4.41830312e-01 -3.05108853e-02 -7.09493376e-02
6.52771334e-01 9.97517742e-02 5.67106994e-01 9.15177247e-02
3.15507547e-02 -3.86060587e-01]
[ 1.13225352e-02 -4.99924431e-01 -4.36263430e-02 -1.05906706e-01
6.72289752e-01 2.26810317e-02 5.34998349e-01 4.86350460e-02
-3.63361614e-01 -2.19013669e-01]
[ -1.75695825e-01 -6.42313777e-01 -1.10735555e-02 -2.07068415e-01
7.82582055e-01 -9.01055924e-02 6.64530686e-01 -8.34573326e-02
-7.06467163e-02 8.29558344e-02]
[ -3.05058315e-01 -4.69894690e-01 5.27135072e-02 -5.65024066e-02
9.35030938e-01 1.44466620e-01 4.81728736e-01 4.66833556e-02
-9.57012354e-02 -1.44345963e-01]
[ -2.13370246e-01 -3.50152695e-01 2.49315662e-01 -2.49846918e-01
6.85914046e-01 -4.27139061e-02 7.32079458e-01 1.22771652e-02
-2.62940214e-01 -3.33902329e-02]
[ -1.37143254e-01 -2.49279015e-01 -1.83376136e-01 -1.08608254e-01
5.07796052e-01 -2.28069635e-01 2.02755786e-01 1.68145644e-01
-1.46831122e-02 -1.25300355e-01]
[ 1.01327836e-01 2.49966157e-01 1.59621591e-01 -1.05644584e-01
-7.29796999e-02 5.43981243e-02 -1.48664336e-01 2.81414172e-01
6.38323907e-02 1.68612497e-01]
[ 3.53965411e-01 3.51966893e-01 -8.04482360e-02 3.15068154e-01
-9.02855929e-01 -2.88094083e-01 -4.93274712e-01 1.77464454e-01
3.92018984e-01 -2.00798010e-02]
[ 4.55828533e-02 1.21468877e-01 2.52857244e-01 2.45427786e-01
-4.94977129e-02 -1.95726442e-01 -1.71236019e-01 -1.33342577e-01
-1.41172541e-01 -2.92428287e-01]
[ 1.59122389e-02 -9.14705925e-02 -1.22341135e-01 -6.57893353e-02
2.42413555e-01 4.29526094e-02 8.87013686e-03 -1.85929299e-01
2.38592938e-02 1.95668671e-01]
[ -5.17371134e-03 -6.58865344e-02 -6.99704023e-02 -6.21533743e-02
-1.58825575e-03 -1.75461240e-01 9.59854578e-02 8.99023872e-03
2.82481097e-02 -6.63840843e-03]
[ 2.72172509e-02 8.15007161e-02 2.42949091e-01 7.01306159e-02
-2.21805603e-01 -1.35585661e-01 1.01100659e-01 3.89590418e-02
-1.88893432e-01 1.02462653e-01]
[ 7.57197917e-02 5.34267350e-02 1.08316256e-01 1.05350211e-02
-2.51006732e-01 6.64781067e-02 4.22384486e-02 -2.70836774e-01
-1.51155699e-02 -8.45787548e-02]
[ -6.56909688e-03 1.16328005e-01 8.57349511e-02 -2.69643425e-02
-6.98086376e-02 1.78376476e-01 7.48774307e-02 1.18347772e-01
-1.87051701e-02 1.75309681e-01]
[ 2.25930692e-01 9.24510250e-02 3.00616037e-02 8.49239129e-02
5.31588620e-03 -2.56083930e-02 -1.96138623e-01 1.48637710e-01
-5.11838834e-02 -1.55730200e-02]
[ 4.93083315e-02 3.06593340e-02 1.93048363e-02 4.94892477e-02
-4.49568303e-01 -1.25731436e-01 -2.32798256e-01 4.16232333e-02
1.24924491e-01 1.99968665e-01]
[ 6.09770144e-02 5.09620235e-01 1.28731339e-01 4.40731468e-01
-1.24791193e+00 -3.05571436e-01 -5.85500589e-01 -7.06829424e-02
3.03256056e-01 3.47273971e-01]
[ 1.80478939e-01 4.99345972e-01 6.82434077e-02 4.34425632e-01
-1.02077522e+00 -8.41869378e-02 -4.36383466e-01 1.51493726e-01
2.16933735e-01 4.82967627e-01]
[ 2.52779540e-01 3.29181559e-01 2.47320782e-01 1.52726450e-01
-4.95004963e-01 7.93820474e-02 -2.31615969e-01 1.62622958e-01
2.43832262e-01 8.31401026e-02]
[ -7.15946309e-02 2.40126069e-01 2.41919562e-01 1.95104352e-02
-6.53990048e-02 1.29747210e-01 -1.16989786e-01 -1.49583916e-02
-3.02171728e-02 5.31532973e-02]
[ -9.95954490e-02 7.22737435e-03 2.41734601e-02 9.24069877e-02
-6.20816446e-02 1.15967501e-01 2.37989718e-01 1.98617533e-02
-2.75115827e-01 -9.35670477e-02]
[ -2.21958180e-01 -3.63167348e-02 -9.41249479e-02 -3.45175845e-01
1.83943050e-01 1.19320847e-01 1.09194087e-01 1.03253389e-01
-2.07403489e-01 3.22521043e-02]
[ 9.08273986e-03 -4.15042874e-01 -1.28230842e-01 -1.62773798e-01
3.74429203e-01 2.57017618e-02 1.97723908e-01 1.52202797e-01
-1.66448018e-01 -2.23576000e-01]
[ 1.01451432e-01 -2.50395742e-01 -1.60563877e-01 -3.33652817e-02
-5.94344192e-02 -4.25453621e-02 1.24463355e-01 -1.56065555e-01
1.07415969e-01 -1.70869319e-01]
[ -1.20779336e-01 1.73122321e-02 2.63347347e-01 -8.29188918e-03
1.78198087e-01 8.04983849e-02 7.89520327e-02 -2.97714512e-01
-1.14036593e-01 -6.25074142e-02]
[ -3.38339894e-01 1.43137765e-02 1.85164827e-02 -1.22890369e-02
1.34924966e-01 -1.79493097e-01 1.11113925e-02 2.35101989e-01
-7.34130837e-02 8.68841522e-02]
[ 1.51393991e-01 -3.99165131e-03 -2.30874136e-01 -6.91636860e-02
9.84411646e-02 -3.02483785e-01 7.91112378e-02 -1.66205524e-01
1.00781759e-02 -1.76036416e-01]
[ 2.17044135e-01 -2.04313332e-01 6.67103099e-02 -1.46256208e-02
8.08050427e-02 -3.97990064e-02 5.07737504e-02 -1.36123586e-01
1.19209668e-01 -1.69406706e-01]
[ -1.05170422e-01 -8.47633779e-02 1.21354033e-01 1.08825040e-01
2.82037911e-02 -1.14564803e-01 2.58963044e-01 -7.84336177e-02
1.81404054e-01 -2.92257276e-03]
[ -3.42643151e-02 -2.18563902e-01 1.85770103e-01 -2.96011299e-01
-1.70616395e-01 1.29663128e-01 1.14536348e-01 -1.22271109e-01
-7.47095691e-03 1.86704865e-01]]
[[ 0.62610594]
[ 1.73492481]
[ 0.22659602]
[ 0.87218248]
[-2.76804509]
[-0.27691369]
[-1.77251281]
[ 0.0793743 ]
[ 0.69344611]
[ 0.8819516 ]]
Progress: 45.5% ... Training loss: 0.269 ... Validation loss: 0.451[[ 1.65897990e-01 2.58700454e-01 -1.03254421e-01 1.11650712e-01
-5.00470218e-01 -7.20016770e-02 -8.28992141e-02 1.20681858e-01
-4.99589122e-02 2.06244233e-01]
[ 8.57866164e-03 1.28947219e-01 -2.11700722e-02 4.00645694e-02
9.61770371e-02 -4.83517254e-03 3.33516420e-01 4.04081676e-02
1.37782142e-01 -3.41500984e-02]
[ 2.04811420e-01 7.90827414e-01 1.47320012e-02 -4.14051676e-02
7.18269774e-01 -2.44018383e-02 -9.30684535e-01 -4.02868966e-02
6.20822429e-02 2.97908599e-01]
[ 5.80550928e-02 -3.95295531e-01 -1.91803721e-01 2.02995717e-01
-1.21063141e-02 1.25006367e-01 2.14549069e-01 6.54617689e-02
1.38671309e-01 3.06135777e-01]
[ -3.44599665e-02 5.54226839e-02 -1.52424482e-01 2.82374408e-02
-2.46477996e-02 -1.76918420e-01 1.07253825e-01 -1.18460295e-01
-2.04952166e-01 -6.13082039e-02]
[ -3.97262979e-01 -6.66951619e-01 -3.02592383e-01 1.48222205e-01
-1.52567605e-01 4.23410669e-02 3.70799366e-01 -3.99049519e-02
-3.24497115e-02 -3.45109900e-02]
[ -7.75058879e-03 -2.57550748e-01 8.58588068e-03 8.74151163e-02
-1.86313259e-02 -7.04110816e-02 1.92307010e-01 -1.91868535e-01
1.95744190e-01 3.49190024e-02]
[ 1.09627445e-01 -2.73932740e-01 3.21228642e-02 -7.19525661e-02
-1.12939937e-02 -4.87413622e-02 8.46235147e-02 1.17886624e-01
8.07071668e-02 -1.95564574e-02]
[ -1.78052149e-01 -1.85668971e-01 -3.03060178e-01 -2.19638386e-02
-4.78281435e-02 6.88641144e-02 -9.44105931e-02 -2.97510270e-02
2.66001838e-01 -1.34867286e-01]
[ 2.50543083e-02 -4.46344978e-01 7.42606938e-02 -1.87049599e-02
-2.14087791e-01 -1.07037451e-01 2.39664131e-01 -1.10849670e-01
-6.42464352e-03 6.10889259e-02]
[ -8.25177349e-02 -1.20057658e-01 3.32067289e-03 -1.33901454e-01
-8.35427289e-02 1.23065828e-02 2.28908461e-01 -1.02716948e-01
-3.97927202e-03 -1.14931668e-01]
[ -1.20834856e-01 -2.19702109e-01 -6.91856817e-02 1.31457022e-02
3.30704981e-01 9.89779426e-02 1.68949483e-01 -1.59241892e-02
-1.64362926e-01 -2.05964034e-01]
[ -1.58296666e-01 2.61608523e-03 6.12844086e-02 1.99480485e-02
-1.69624156e-01 -2.19087343e-01 -1.75281500e-01 -1.97199158e-01
8.51909440e-02 1.71927399e-01]
[ -2.84463965e-01 -3.49537168e-01 9.44057188e-02 2.13214929e-01
-1.40352688e-01 -6.38222051e-02 1.05245164e-01 -2.61245822e-01
-2.75724242e-01 -9.18267132e-02]
[ 9.65767638e-02 -2.06102147e-01 -2.46331957e-02 1.10763565e-01
-5.32020281e-02 -8.69122417e-02 2.57047880e-01 2.07000916e-03
2.14674506e-02 -3.21078671e-03]
[ 4.01350993e-02 -1.09474960e-01 -2.09646795e-01 1.55078249e-01
-8.60586868e-02 8.03598771e-02 -3.56004938e-02 -1.96958258e-02
-8.43853057e-02 8.84307146e-04]
[ -1.20240405e-01 -9.05195980e-02 -2.01574768e-01 1.58766037e-01
3.49705736e-05 1.33250109e-01 1.57070949e-02 -2.50596091e-01
7.34172403e-02 -1.94151820e-01]
[ -6.21366923e-02 -4.74404401e-02 2.78238358e-01 1.09729320e-01
9.13447601e-02 -6.39121598e-02 -1.21839030e-01 1.21160530e-01
8.27937230e-02 4.73112007e-02]
[ 6.39767120e-02 -9.41641315e-03 8.95882464e-02 9.46042376e-02
1.35381979e-02 -1.85224431e-02 1.97794419e-01 1.20577443e-01
-2.10053585e-02 -5.20933850e-02]
[ 1.09349090e-02 -1.41060594e-01 -2.91947879e-01 -5.07310945e-02
9.80950054e-02 -9.31477696e-02 1.28352082e-01 1.62904683e-01
1.08754011e-01 -2.91789035e-02]
[ 5.05763889e-02 -3.81560756e-02 -1.15063287e-01 5.00769097e-02
-1.27944197e-01 3.19596840e-01 2.72724920e-01 2.04657034e-01
-1.55724508e-01 -5.53096406e-02]
[ 2.54546641e-03 -1.22410244e-02 1.22900850e-01 1.08254200e-01
1.05782447e-02 1.05294777e-01 -9.63604138e-02 -4.17713261e-02
2.17222348e-01 8.37179826e-02]
[ 1.18205707e-01 8.70826706e-02 -4.15739453e-02 -8.67776720e-02
-1.31144078e-01 -3.33354033e-01 1.10175984e-01 9.35644838e-03
1.52100830e-01 1.00402171e-01]
[ -1.05642381e-01 -6.03611560e-02 -1.68312833e-02 1.91820762e-02
-1.72980621e-02 -2.03648049e-01 -4.85123770e-02 -2.05269086e-02
1.57393559e-02 1.23335932e-01]
[ -1.63959192e-01 -1.33066740e-01 -2.04700271e-01 -2.58645394e-02
-2.90732774e-01 2.08188469e-03 6.46709005e-02 -2.57826292e-02
-1.37284968e-02 3.57330322e-02]
[ -3.06984361e-02 -1.34116671e-01 -7.50361143e-02 -1.25837916e-01
5.25875447e-01 2.75407711e-01 6.00953717e-01 1.13062726e-01
-1.81210056e-01 -3.79073089e-01]
[ -1.58083013e-02 -4.41249887e-01 -3.04122205e-02 -7.05654497e-02
6.51675491e-01 9.96412412e-02 5.66428323e-01 9.15515678e-02
3.18579927e-02 -3.85681848e-01]
[ 1.11871943e-02 -5.00337414e-01 -4.36772049e-02 -1.06107286e-01
6.72878421e-01 2.27423062e-02 5.35452816e-01 4.86176439e-02
-3.63520239e-01 -2.19204302e-01]
[ -1.75597193e-01 -6.42319305e-01 -1.10352882e-02 -2.06918339e-01
7.82051809e-01 -9.01571608e-02 6.64435300e-01 -8.34436644e-02
-7.05269712e-02 8.31061986e-02]
[ -3.04914160e-01 -4.69579618e-01 5.27797084e-02 -5.62428862e-02
9.34466664e-01 1.44383841e-01 4.81385034e-01 4.67069739e-02
-9.55010698e-02 -1.44096896e-01]
[ -2.13307198e-01 -3.50307658e-01 2.49337399e-01 -2.49722811e-01
6.85795130e-01 -4.27519769e-02 7.32234784e-01 1.22870007e-02
-2.62825781e-01 -3.32668608e-02]
[ -1.37129584e-01 -2.49343326e-01 -1.83371782e-01 -1.08559902e-01
5.07619975e-01 -2.28079233e-01 2.02830286e-01 1.68149370e-01
-1.46685284e-02 -1.25207397e-01]
[ 1.01527907e-01 2.50338673e-01 1.59692412e-01 -1.05362248e-01
-7.39208733e-02 5.43087666e-02 -1.49235402e-01 2.81439692e-01
6.40232686e-02 1.68879856e-01]
[ 3.54567412e-01 3.53403447e-01 -8.02254487e-02 3.15930241e-01
-9.04669525e-01 -2.88390170e-01 -4.94632554e-01 1.77547203e-01
3.92710737e-01 -1.91934475e-02]
[ 4.58612024e-02 1.22025530e-01 2.52954706e-01 2.45782133e-01
-5.03625714e-02 -1.95836815e-01 -1.71706843e-01 -1.33315340e-01
-1.40861182e-01 -2.92117213e-01]
[ 1.63433341e-02 -9.06179248e-02 -1.22178900e-01 -6.51619170e-02
2.40801358e-01 4.27511523e-02 7.96018816e-03 -1.85875812e-01
2.43608143e-02 1.96294992e-01]
[ -5.44475282e-03 -6.63532996e-02 -7.00710950e-02 -6.25194591e-02
-6.48847514e-04 -1.75343716e-01 9.63992305e-02 8.95767569e-03
2.79517276e-02 -7.00268868e-03]
[ 2.73655530e-02 8.20760428e-02 2.43003016e-01 7.03154507e-02
-2.22369904e-01 -1.35662431e-01 1.00618077e-01 3.89689675e-02
-1.88746922e-01 1.02601217e-01]
[ 7.58403183e-02 5.34626311e-02 1.08373192e-01 1.07476637e-02
-2.50985756e-01 6.64133757e-02 4.21460460e-02 -2.70819612e-01
-1.49752432e-02 -8.44323333e-02]
[ -6.31229683e-03 1.16970258e-01 8.58242790e-02 -2.66167941e-02
-7.08311882e-02 1.78269811e-01 7.43388699e-02 1.18380057e-01
-1.84257348e-02 1.75674059e-01]
[ 2.25780075e-01 9.19164543e-02 2.99946594e-02 8.46590101e-02
6.22252201e-03 -2.55257148e-02 -1.95664451e-01 1.48612899e-01
-5.13945721e-02 -1.58750365e-02]
[ 4.95265730e-02 3.12832288e-02 1.93798603e-02 4.97996837e-02
-4.50548623e-01 -1.25824389e-01 -2.33433165e-01 4.16516204e-02
1.25163957e-01 2.00243746e-01]
[ 6.07211113e-02 5.09142045e-01 1.28590926e-01 4.40255950e-01
-1.24856586e+00 -3.05430386e-01 -5.84928167e-01 -7.07229452e-02
3.02836191e-01 3.46767676e-01]
[ 1.80616242e-01 4.99899784e-01 6.82955265e-02 4.34594002e-01
-1.02076045e+00 -8.42506575e-02 -4.36945178e-01 1.51512988e-01
2.17076747e-01 4.83176357e-01]
[ 2.52055738e-01 3.27696981e-01 2.47047490e-01 1.51681163e-01
-4.92656879e-01 7.97201312e-02 -2.29904467e-01 1.62527694e-01
2.43088334e-01 8.21609300e-02]
[ -7.13947733e-02 2.40701909e-01 2.41985673e-01 1.97601711e-02
-6.63198333e-02 1.29661627e-01 -1.17612362e-01 -1.49359168e-02
-2.99893134e-02 5.34144646e-02]
[ -9.96486121e-02 7.03440553e-03 2.41496758e-02 9.23196674e-02
-6.20170383e-02 1.15992598e-01 2.38215089e-01 1.98530598e-02
-2.75188492e-01 -9.36434823e-02]
[ -2.21999256e-01 -3.63879987e-02 -9.41455105e-02 -3.45246088e-01
1.83996533e-01 1.19349146e-01 1.09268215e-01 1.03247794e-01
-2.07442660e-01 3.22004637e-02]
[ 9.15226642e-03 -4.15011104e-01 -1.28201440e-01 -1.62646598e-01
3.74094828e-01 2.56564175e-02 1.97689314e-01 1.52216108e-01
-1.66347845e-01 -2.23430101e-01]
[ 1.01872789e-01 -2.49301660e-01 -1.60419702e-01 -3.27278726e-02
-6.10660844e-02 -4.27176223e-02 1.23451563e-01 -1.56017873e-01
1.07912459e-01 -1.70412032e-01]
[ -1.19597141e-01 1.95647416e-02 2.63746114e-01 -6.66581292e-03
1.72964172e-01 7.99744207e-02 7.65496045e-02 -2.97572824e-01
-1.12760818e-01 -6.09072416e-02]
[ -3.37976488e-01 1.50203404e-02 1.86708608e-02 -1.16558234e-02
1.33522752e-01 -1.79692833e-01 1.01946236e-02 2.35167667e-01
-7.29251239e-02 8.75371790e-02]
[ 1.51598291e-01 -4.06861191e-03 -2.30833842e-01 -6.89830585e-02
9.86939145e-02 -3.02590242e-01 7.87196413e-02 -1.66178371e-01
1.02856678e-02 -1.75723379e-01]
[ 2.17138088e-01 -2.04725843e-01 6.67590192e-02 -1.44795766e-02
8.01232371e-02 -3.98596147e-02 5.12455936e-02 -1.36108593e-01
1.19243185e-01 -1.69242585e-01]
[ -1.05905982e-01 -8.58948789e-02 1.21095926e-01 1.07833717e-01
3.07972373e-02 -1.14248485e-01 2.60416242e-01 -7.85267524e-02
1.80658261e-01 -3.94229607e-03]
[ -3.39832212e-02 -2.17249577e-01 1.85839076e-01 -2.95772604e-01
-1.72821636e-01 1.29579919e-01 1.13575442e-01 -1.22252981e-01
-7.19485119e-03 1.87037989e-01]]
[[ 0.63168168]
[ 1.73774547]
[ 0.23063516]
[ 0.87906853]
[-2.76335771]
[-0.27027789]
[-1.76361293]
[ 0.08469972]
[ 0.69902614]
[ 0.88798874]]
Progress: 45.5% ... Training loss: 0.266 ... Validation loss: 0.448[[ 1.69386422e-01 2.65385446e-01 -1.01998555e-01 1.16310411e-01
-5.13035113e-01 -7.33525426e-02 -9.01359365e-02 1.21138408e-01
-4.61260977e-02 2.11166308e-01]
[ 7.81508789e-03 1.26453968e-01 -2.14537768e-02 3.90624611e-02
9.97253884e-02 -4.49694620e-03 3.35918859e-01 4.02998985e-02
1.37071558e-01 -3.49358882e-02]
[ 2.06164252e-01 7.92135890e-01 1.51819500e-02 -3.96945891e-02
7.14197118e-01 -2.48828054e-02 -9.33765330e-01 -4.00981755e-02
6.35228987e-02 3.00090768e-01]
[ 5.43791028e-02 -4.04619099e-01 -1.93164119e-01 1.97737142e-01
5.25302963e-03 1.26638183e-01 2.24259912e-01 6.49624411e-02
1.34504780e-01 3.01389361e-01]
[ -2.71644903e-02 7.08253655e-02 -1.49702991e-01 3.86646354e-02
-5.31269247e-02 -1.79931892e-01 9.12830596e-02 -1.17466081e-01
-1.96897612e-01 -5.13407150e-02]
[ -3.96318502e-01 -6.65374360e-01 -3.02268812e-01 1.49459902e-01
-1.56841668e-01 4.19443591e-02 3.69039277e-01 -3.97817094e-02
-3.14819985e-02 -3.33294450e-02]
[ -6.63854028e-03 -2.56051099e-01 8.99199865e-03 8.89236653e-02
-2.34784722e-02 -7.07951220e-02 1.90709139e-01 -1.91734179e-01
1.97087829e-01 3.65229334e-02]
[ 1.09819821e-01 -2.73810933e-01 3.21729483e-02 -7.17592149e-02
-1.25436848e-02 -4.87831263e-02 8.42937640e-02 1.17917613e-01
8.09111839e-02 -1.90487947e-02]
[ -1.78908649e-01 -1.87031572e-01 -3.03358940e-01 -2.31628689e-02
-4.63581285e-02 6.92312350e-02 -9.25098022e-02 -2.98660869e-02
2.65170630e-01 -1.36088573e-01]
[ 2.46173835e-02 -4.48412779e-01 7.40573382e-02 -1.95502766e-02
-2.15495430e-01 -1.06722460e-01 2.42071384e-01 -1.10925084e-01
-6.63584383e-03 6.06002999e-02]
[ -8.06810038e-02 -1.16078510e-01 3.99338513e-03 -1.31337976e-01
-9.10132361e-02 1.15039649e-02 2.24640534e-01 -1.02468220e-01
-2.06727194e-03 -1.12392695e-01]
[ -1.20842262e-01 -2.19777341e-01 -6.91740275e-02 1.31681075e-02
3.30682240e-01 9.90101780e-02 1.69023238e-01 -1.59239750e-02
-1.64379565e-01 -2.05942529e-01]
[ -1.58296666e-01 2.61608523e-03 6.12844086e-02 1.99480485e-02
-1.69624156e-01 -2.19087343e-01 -1.75281500e-01 -1.97199158e-01
8.51909440e-02 1.71927399e-01]
[ -2.84479726e-01 -3.49499023e-01 9.43950189e-02 2.13170302e-01
-1.40355857e-01 -6.38037743e-02 1.05262723e-01 -2.61251411e-01
-2.75782452e-01 -9.19121177e-02]
[ 9.66318521e-02 -2.06383285e-01 -2.46148309e-02 1.10845249e-01
-5.41114279e-02 -8.69334913e-02 2.57316569e-01 2.07634085e-03
2.15105311e-02 -3.17875651e-03]
[ 4.09374278e-02 -1.07856430e-01 -2.09374325e-01 1.56129353e-01
-8.88128845e-02 8.00150229e-02 -3.74517129e-02 -1.95886366e-02
-8.35163239e-02 1.96441148e-03]
[ -1.19353740e-01 -8.84161367e-02 -2.01244772e-01 1.60017512e-01
-3.21469495e-03 1.32910747e-01 1.39089501e-02 -2.50490032e-01
7.44470397e-02 -1.92889321e-01]
[ -6.22587401e-02 -4.88771180e-02 2.78197369e-01 1.09525471e-01
9.19349084e-02 -6.38129665e-02 -1.20598381e-01 1.21141543e-01
8.27288059e-02 4.71653870e-02]
[ 6.43508743e-02 -8.29351511e-03 8.97181781e-02 9.50935536e-02
1.09456877e-02 -1.86851497e-02 1.96434122e-01 1.20630589e-01
-2.05762357e-02 -5.15050568e-02]
[ 1.10563011e-02 -1.40726535e-01 -2.91914796e-01 -5.06050188e-02
9.71916840e-02 -9.31951325e-02 1.27869144e-01 1.62919914e-01
1.08851247e-01 -2.90853469e-02]
[ 5.02258205e-02 -3.96838739e-02 -1.15202754e-01 4.95398781e-02
-1.26891939e-01 3.19773166e-01 2.74286756e-01 2.04614682e-01
-1.56097963e-01 -5.57274864e-02]
[ 2.98603121e-03 -1.12805939e-02 1.23054193e-01 1.08876900e-01
9.46228742e-03 1.05124891e-01 -9.74728237e-02 -4.17140451e-02
2.17685828e-01 8.44969609e-02]
[ 1.17697687e-01 8.62956115e-02 -4.17560056e-02 -8.74705604e-02
-1.29979128e-01 -3.33122448e-01 1.11199889e-01 9.28730644e-03
1.51619028e-01 9.97128066e-02]
[ -1.05608884e-01 -6.04932462e-02 -1.68232244e-02 1.92335226e-02
-1.76636529e-02 -2.03672340e-01 -4.84269409e-02 -2.05216092e-02
1.57751567e-02 1.23347029e-01]
[ -1.64284093e-01 -1.33243387e-01 -2.04791292e-01 -2.63193773e-02
-2.90547205e-01 2.21066896e-03 6.52909150e-02 -2.58235675e-02
-1.40334521e-02 3.52967197e-02]
[ -3.05866253e-02 -1.33980698e-01 -7.49959353e-02 -1.25701747e-01
5.25630594e-01 2.75375265e-01 6.00826537e-01 1.13075532e-01
-1.81076416e-01 -3.78935906e-01]
[ -1.57384478e-02 -4.41476521e-01 -3.03850046e-02 -7.04595988e-02
6.51288975e-01 9.96079844e-02 5.66640056e-01 9.15638712e-02
3.19359814e-02 -3.85623097e-01]
[ 1.15634711e-02 -4.99946965e-01 -4.35332567e-02 -1.05558914e-01
6.71133124e-01 2.25700022e-02 5.34936304e-01 4.86712773e-02
-3.63100811e-01 -2.18690795e-01]
[ -1.75345811e-01 -6.41956959e-01 -1.09466771e-02 -2.06563265e-01
7.81061769e-01 -9.02669600e-02 6.63954004e-01 -8.34096474e-02
-7.02462275e-02 8.34399628e-02]
[ -3.04815447e-01 -4.69536019e-01 5.28211474e-02 -5.60916418e-02
9.33975444e-01 1.44337401e-01 4.81276081e-01 4.67213126e-02
-9.53799770e-02 -1.43961030e-01]
[ -2.13307198e-01 -3.50307658e-01 2.49337399e-01 -2.49722811e-01
6.85795130e-01 -4.27519769e-02 7.32234784e-01 1.22870007e-02
-2.62825781e-01 -3.32668608e-02]
[ -1.36861511e-01 -2.48871261e-01 -1.83268774e-01 -1.08136157e-01
5.06505812e-01 -2.28206959e-01 2.02352774e-01 1.68188745e-01
-1.43323185e-02 -1.24812036e-01]
[ 1.00804446e-01 2.49028052e-01 1.59429729e-01 -1.06415556e-01
-7.12520990e-02 5.46384381e-02 -1.47663433e-01 2.81336593e-01
6.32798916e-02 1.67912949e-01]
[ 3.53745143e-01 3.51659494e-01 -8.05642222e-02 3.14583349e-01
-9.03036093e-01 -2.87993350e-01 -4.92482719e-01 1.77429877e-01
3.91744519e-01 -2.02928233e-02]
[ 4.61197026e-02 1.22625929e-01 2.53043152e-01 2.46129458e-01
-5.12317789e-02 -1.95924885e-01 -1.72361668e-01 -1.33283010e-01
-1.40597756e-01 -2.91766113e-01]
[ 1.63100281e-02 -9.04769666e-02 -1.22193751e-01 -6.52587977e-02
2.40767544e-01 4.27647339e-02 7.87455413e-03 -1.85884981e-01
2.42963889e-02 1.96210315e-01]
[ -5.69150537e-03 -6.69656497e-02 -7.01688608e-02 -6.29074406e-02
4.49297259e-04 -1.75220898e-01 9.70157740e-02 8.91878232e-03
2.76512349e-02 -7.40687537e-03]
[ 2.82081183e-02 8.41883405e-02 2.43281781e-01 7.14500489e-02
-2.25440328e-01 -1.36021574e-01 9.85466661e-02 3.90772470e-02
-1.87846513e-01 1.03753887e-01]
[ 7.59122968e-02 5.34292558e-02 1.08404796e-01 1.08355931e-02
-2.51348999e-01 6.63870739e-02 4.20774015e-02 -2.70813404e-01
-1.48846506e-02 -8.43220075e-02]
[ -6.46146006e-03 1.16751746e-01 8.57808142e-02 -2.68287187e-02
-7.02084330e-02 1.78322910e-01 7.45772518e-02 1.18361993e-01
-1.85767431e-02 1.75488857e-01]
[ 2.26716153e-01 9.41763756e-02 3.03400465e-02 8.60386887e-02
1.69926531e-03 -2.59344293e-02 -1.98069533e-01 1.48744676e-01
-5.03046241e-02 -1.45439961e-02]
[ 4.89889098e-02 3.02061541e-02 1.91913666e-02 4.90155792e-02
-4.48263652e-01 -1.25603720e-01 -2.32413663e-01 4.15777230e-02
1.24561109e-01 1.99523990e-01]
[ 6.17252131e-02 5.10929007e-01 1.28990099e-01 4.41726661e-01
-1.25278223e+00 -3.05821047e-01 -5.86600965e-01 -7.05805965e-02
3.04056458e-01 3.48155561e-01]
[ 1.79420636e-01 4.96832216e-01 6.78583915e-02 4.32983553e-01
-1.01679325e+00 -8.37259563e-02 -4.33836191e-01 1.51347189e-01
2.15858864e-01 4.81749194e-01]
[ 2.52136981e-01 3.27943669e-01 2.47074974e-01 1.51789033e-01
-4.92995986e-01 7.96853732e-02 -2.30110656e-01 1.62540564e-01
2.43167130e-01 8.22432340e-02]
[ -7.09549233e-02 2.41659325e-01 2.42143638e-01 2.03781255e-02
-6.78875373e-02 1.29486166e-01 -1.18626264e-01 -1.48772721e-02
-2.95313106e-02 5.40246457e-02]
[ -9.95899001e-02 7.23075579e-03 2.41632917e-02 9.23741199e-02
-6.23446021e-02 1.15977275e-01 2.38021151e-01 1.98587333e-02
-2.75144545e-01 -9.35758377e-02]
[ -2.21933081e-01 -3.62161338e-02 -9.41217915e-02 -3.45167720e-01
1.83703299e-01 1.19321449e-01 1.09085950e-01 1.03256243e-01
-2.07372255e-01 3.22649524e-02]
[ 9.31757570e-03 -4.14762191e-01 -1.28147823e-01 -1.62413835e-01
3.73494680e-01 2.55877681e-02 1.97251587e-01 1.52242829e-01
-1.66202328e-01 -2.23203054e-01]
[ 1.01624424e-01 -2.49601798e-01 -1.60500988e-01 -3.30171469e-02
-6.17579836e-02 -4.26039193e-02 1.23980104e-01 -1.56048964e-01
1.07726880e-01 -1.70764532e-01]
[ -1.20184656e-01 1.73553041e-02 2.63532092e-01 -7.41528907e-03
1.75996786e-01 8.02579281e-02 7.86698438e-02 -2.97655454e-01
-1.13271382e-01 -6.14343380e-02]
[ -3.37751177e-01 1.52855856e-02 1.87321980e-02 -1.14608074e-02
1.32786079e-01 -1.79714858e-01 9.79850668e-03 2.35200222e-01
-7.27334099e-02 8.77471676e-02]
[ 1.51354499e-01 -4.65640733e-03 -2.30924632e-01 -6.93862479e-02
9.95927138e-02 -3.02465004e-01 7.93124341e-02 -1.66216964e-01
9.97041121e-03 -1.76120828e-01]
[ 2.18255794e-01 -2.03199429e-01 6.71945296e-02 -1.28689211e-02
7.62269560e-02 -4.03542818e-02 4.97096353e-02 -1.35951392e-01
1.20558323e-01 -1.67754935e-01]
[ -1.05446656e-01 -8.42735748e-02 1.21269109e-01 1.08412624e-01
2.88612162e-02 -1.14458077e-01 2.58479157e-01 -7.84683328e-02
1.80996300e-01 -3.36458639e-03]
[ -3.33134915e-02 -2.15729055e-01 1.86036155e-01 -2.94974676e-01
-1.78393061e-01 1.29328363e-01 1.12416108e-01 -1.22175315e-01
-6.34418235e-03 1.88111539e-01]]
[[ 0.63550704]
[ 1.7446996 ]
[ 0.23436414]
[ 0.88311837]
[-2.75892286]
[-0.26877424]
[-1.75920492]
[ 0.08631603]
[ 0.69895837]
[ 0.89037053]]
Progress: 45.6% ... Training loss: 0.266 ... Validation loss: 0.440[[ 1.66546044e-01 2.60508174e-01 -1.03037318e-01 1.12369481e-01
-5.03362833e-01 -7.21439917e-02 -8.41310924e-02 1.20732682e-01
-4.94205136e-02 2.07213975e-01]
[ 7.92075808e-03 1.26779018e-01 -2.14028346e-02 3.92561759e-02
9.94861124e-02 -4.55194469e-03 3.35793144e-01 4.03126504e-02
1.37183643e-01 -3.48105325e-02]
[ 2.04234486e-01 7.86467627e-01 1.42909428e-02 -4.32682293e-02
7.26813024e-01 -2.39704266e-02 -9.30035063e-01 -4.04217000e-02
6.08791497e-02 2.97062292e-01]
[ 5.58463425e-02 -4.00914571e-01 -1.92535577e-01 2.00291675e-01
-5.27229535e-03 1.26030531e-01 2.20536927e-01 6.51791505e-02
1.36263786e-01 3.03845995e-01]
[ -2.84311347e-02 6.66789729e-02 -1.50249910e-01 3.65947753e-02
-4.18803570e-02 -1.79468150e-01 9.61321285e-02 -1.17634815e-01
-1.98638130e-01 -5.32544090e-02]
[ -3.96966829e-01 -6.65971374e-01 -3.02464577e-01 1.48808560e-01
-1.56434529e-01 4.21570255e-02 3.70592513e-01 -3.98576775e-02
-3.21674521e-02 -3.42095640e-02]
[ -6.23685031e-03 -2.55556009e-01 9.12254922e-03 8.95262238e-02
-2.63785759e-02 -7.09543710e-02 1.89987413e-01 -1.91676830e-01
1.97489959e-01 3.71336540e-02]
[ 1.08164833e-01 -2.77407027e-01 3.15078669e-02 -7.43114609e-02
-5.61891069e-03 -4.80727553e-02 8.76401496e-02 1.17665627e-01
7.88816923e-02 -2.15314165e-02]
[ -1.79339849e-01 -1.88144554e-01 -3.03488673e-01 -2.37043141e-02
-4.56019547e-02 6.93882518e-02 -9.13255584e-02 -2.99219116e-02
2.64814287e-01 -1.36589650e-01]
[ 2.16513813e-02 -4.55055065e-01 7.29470822e-02 -2.37560517e-02
-2.06214673e-01 -1.05467673e-01 2.48839350e-01 -1.11348014e-01
-1.00219952e-02 5.63578596e-02]
[ -8.01991450e-02 -1.14863057e-01 4.20267852e-03 -1.30533284e-01
-9.43495261e-02 1.12804428e-02 2.23532351e-01 -1.02400914e-01
-1.52134577e-03 -1.11712921e-01]
[ -1.20690942e-01 -2.19161509e-01 -6.91330929e-02 1.34267155e-02
3.29925757e-01 9.88997188e-02 1.68725594e-01 -1.58947810e-02
-1.64208498e-01 -2.05632960e-01]
[ -1.58296666e-01 2.61608523e-03 6.12844086e-02 1.99480485e-02
-1.69624156e-01 -2.19087343e-01 -1.75281500e-01 -1.97199158e-01
8.51909440e-02 1.71927399e-01]
[ -2.84804235e-01 -3.49647366e-01 9.43295512e-02 2.13015559e-01
-1.41151262e-01 -6.36987087e-02 1.06008616e-01 -2.61288343e-01
-2.76070441e-01 -9.23487651e-02]
[ 9.63825061e-02 -2.06861848e-01 -2.47091325e-02 1.10503870e-01
-5.37465840e-02 -8.68416797e-02 2.57809208e-01 2.04580700e-03
2.12316598e-02 -3.55034354e-03]
[ 4.02219683e-02 -1.09149562e-01 -2.09637827e-01 1.55094778e-01
-8.65383137e-02 8.03090504e-02 -3.57586037e-02 -1.96853258e-02
-8.42968052e-02 1.01477141e-03]
[ -1.19429921e-01 -8.90495740e-02 -2.01275542e-01 1.59908733e-01
-2.98290698e-03 1.32948360e-01 1.42738711e-02 -2.50499742e-01
7.43456760e-02 -1.92960279e-01]
[ -6.15680487e-02 -4.74444828e-02 2.78424596e-01 1.10506715e-01
8.91546217e-02 -6.41163812e-02 -1.22132344e-01 1.21237366e-01
8.34664408e-02 4.81352560e-02]
[ 6.41420871e-02 -8.57110298e-03 8.96333756e-02 9.46951345e-02
1.20615240e-02 -1.85814041e-02 1.96820016e-01 1.20592432e-01
-2.08953287e-02 -5.19142921e-02]
[ 1.00270565e-02 -1.43211454e-01 -2.92315583e-01 -5.20858872e-02
1.00500492e-01 -9.27687058e-02 1.30049912e-01 1.62772881e-01
1.07662934e-01 -3.05633150e-02]
[ 5.05423953e-02 -3.87381921e-02 -1.15105983e-01 4.99104678e-02
-1.27712380e-01 3.19653355e-01 2.73265120e-01 2.04651312e-01
-1.55816699e-01 -5.53256404e-02]
[ 2.38154864e-03 -1.28628331e-02 1.22832130e-01 1.08014645e-01
1.21509481e-02 1.05382057e-01 -9.59453587e-02 -4.17975505e-02
2.17022214e-01 8.36784552e-02]
[ 1.17233803e-01 8.52090128e-02 -4.19037003e-02 -8.81016279e-02
-1.27970548e-01 -3.32942875e-01 1.12455198e-01 9.22545378e-03
1.51147798e-01 9.91218848e-02]
[ -1.05032711e-01 -5.96065327e-02 -1.66173327e-02 2.00454784e-02
-1.98566202e-02 -2.03919344e-01 -4.96840207e-02 -2.04436178e-02
1.63610510e-02 1.24134814e-01]
[ -1.64528462e-01 -1.33334597e-01 -2.04871822e-01 -2.66135564e-02
-2.90763209e-01 2.30627474e-03 6.58197340e-02 -2.58560283e-02
-1.42164489e-02 3.50095855e-02]
[ -3.04869261e-02 -1.33748902e-01 -7.49597817e-02 -1.25563344e-01
5.25279531e-01 2.75335144e-01 6.00600429e-01 1.13088967e-01
-1.80968139e-01 -3.78795523e-01]
[ -1.56607788e-02 -4.41598970e-01 -3.03604202e-02 -7.03531509e-02
6.50954643e-01 9.95734931e-02 5.66648917e-01 9.15745444e-02
3.20112108e-02 -3.85511628e-01]
[ 1.17755448e-02 -4.99602160e-01 -4.34523888e-02 -1.05256409e-01
6.70318332e-01 2.24784795e-02 5.34469827e-01 4.87013470e-02
-3.62860130e-01 -2.18395634e-01]
[ -1.75330688e-01 -6.41794962e-01 -1.09418109e-02 -2.06550081e-01
7.80834996e-01 -9.02676219e-02 6.63762778e-01 -8.34098605e-02
-7.02434194e-02 8.34455427e-02]
[ -3.04606787e-01 -4.69309685e-01 5.28969315e-02 -5.58067570e-02
9.33135534e-01 1.44250003e-01 4.80908959e-01 4.67491996e-02
-9.51637875e-02 -1.43661709e-01]
[ -2.13319619e-01 -3.50626046e-01 2.49361041e-01 -2.49619687e-01
6.85398877e-01 -4.27828717e-02 7.32568570e-01 1.22961715e-02
-2.62763970e-01 -3.32087564e-02]
[ -1.36936800e-01 -2.49292230e-01 -1.83283226e-01 -1.08198870e-01
5.06836213e-01 -2.28190615e-01 2.02764952e-01 1.68181430e-01
-1.43917274e-02 -1.24856379e-01]
[ 1.00883003e-01 2.49320032e-01 1.59447476e-01 -1.06338492e-01
-7.16836767e-02 5.46096738e-02 -1.47983837e-01 2.81342604e-01
6.33102021e-02 1.67985089e-01]
[ 3.53052500e-01 3.51675194e-01 -8.07803580e-02 3.13802860e-01
-9.03614166e-01 -2.87700707e-01 -4.91630920e-01 1.77336448e-01
3.91107178e-01 -2.12211620e-02]
[ 4.63543694e-02 1.23205181e-01 2.53130622e-01 2.46459151e-01
-5.22162079e-02 -1.96023211e-01 -1.72939930e-01 -1.33252804e-01
-1.40334142e-01 -2.91461380e-01]
[ 1.59590001e-02 -9.15268852e-02 -1.22313997e-01 -6.57425021e-02
2.42248429e-01 4.28920173e-02 8.85975678e-03 -1.85927888e-01
2.38960758e-02 1.95732400e-01]
[ -6.17230307e-03 -6.80421415e-02 -7.03467356e-02 -6.35745990e-02
2.12597830e-03 -1.75025124e-01 9.80322716e-02 8.85378938e-03
2.71199111e-02 -8.07339426e-03]
[ 2.76833471e-02 8.30336804e-02 2.43077599e-01 7.06018075e-02
-2.22818636e-01 -1.35778146e-01 9.97007119e-02 3.89927160e-02
-1.88523786e-01 1.02928781e-01]
[ 7.60727141e-02 5.38661086e-02 1.08486030e-01 1.11213009e-02
-2.51740344e-01 6.63014214e-02 4.18907702e-02 -2.70790922e-01
-1.47033670e-02 -8.41036472e-02]
[ -6.52509475e-03 1.16746560e-01 8.57410899e-02 -2.69300658e-02
-6.99643088e-02 1.78333721e-01 7.47125632e-02 1.18354300e-01
-1.86161811e-02 1.75422485e-01]
[ 2.26008373e-01 9.23457672e-02 3.00455419e-02 8.49438037e-02
4.76140880e-03 -2.56183396e-02 -1.96540536e-01 1.48639216e-01
-5.11665588e-02 -1.56125913e-02]
[ 4.87617795e-02 2.99215947e-02 1.91017984e-02 4.86808407e-02
-4.47788075e-01 -1.25500172e-01 -2.32236333e-01 4.15409895e-02
1.24298373e-01 1.99173109e-01]
[ 6.16336161e-02 5.10696763e-01 1.28951327e-01 4.41579846e-01
-1.25251151e+00 -3.05791255e-01 -5.86400636e-01 -7.05897963e-02
3.03968036e-01 3.48023729e-01]
[ 1.79580151e-01 4.97141626e-01 6.79081633e-02 4.33161799e-01
-1.01744615e+00 -8.37862484e-02 -4.33968927e-01 1.51369316e-01
2.15981225e-01 4.81996743e-01]
[ 2.52164426e-01 3.28021051e-01 2.47083974e-01 1.51827454e-01
-4.93118574e-01 7.96731090e-02 -2.30181319e-01 1.62544491e-01
2.43196179e-01 8.22783831e-02]
[ -7.09337256e-02 2.41854407e-01 2.42142759e-01 2.04087498e-02
-6.84312738e-02 1.29477533e-01 -1.18787900e-01 -1.48745218e-02
-2.95054909e-02 5.40734219e-02]
[ -9.95594803e-02 7.22007430e-03 2.41620301e-02 9.24379002e-02
-6.23715968e-02 1.15965001e-01 2.38067380e-01 1.98623405e-02
-2.75138949e-01 -9.35208266e-02]
[ -2.22040065e-01 -3.64232776e-02 -9.41560407e-02 -3.45297167e-01
1.83984749e-01 1.19363514e-01 1.09279826e-01 1.03242191e-01
-2.07483668e-01 3.21423095e-02]
[ 8.99338298e-03 -4.15730482e-01 -1.28267122e-01 -1.62858856e-01
3.74933769e-01 2.57220912e-02 1.98270550e-01 1.52200581e-01
-1.66564912e-01 -2.23665343e-01]
[ 1.00993164e-01 -2.49914730e-01 -1.60726060e-01 -3.37770697e-02
-6.21206062e-02 -4.23249602e-02 1.25014567e-01 -1.56141734e-01
1.07065980e-01 -1.71654304e-01]
[ -1.20254828e-01 1.73293294e-02 2.63523365e-01 -7.47768683e-03
1.76484209e-01 8.02529232e-02 7.88656530e-02 -2.97651908e-01
-1.13383005e-01 -6.14500817e-02]
[ -3.37984644e-01 1.45562631e-02 1.86524903e-02 -1.17172736e-02
1.33614392e-01 -1.79639255e-01 1.04616435e-02 2.35168715e-01
-7.29555093e-02 8.74936551e-02]
[ 1.51481877e-01 -5.32519485e-03 -2.30872328e-01 -6.91841336e-02
9.93217254e-02 -3.02551236e-01 7.96148204e-02 -1.66196004e-01
1.00778033e-02 -1.75889778e-01]
[ 2.17534123e-01 -2.04904782e-01 6.68774311e-02 -1.40797339e-02
7.99118037e-02 -4.00101254e-02 5.12102963e-02 -1.36070612e-01
1.19601828e-01 -1.69098435e-01]
[ -1.05526630e-01 -8.45352018e-02 1.21271879e-01 1.08396869e-01
2.88232092e-02 -1.14463326e-01 2.58651371e-01 -7.84692775e-02
1.81001094e-01 -3.37400886e-03]
[ -3.40371492e-02 -2.16836058e-01 1.85751658e-01 -2.96013911e-01
-1.77534043e-01 1.29646936e-01 1.13909579e-01 -1.22281809e-01
-7.17440775e-03 1.87139343e-01]]
[[ 0.62560246]
[ 1.73585592]
[ 0.22795857]
[ 0.87588417]
[-2.7649463 ]
[-0.27382295]
[-1.76412081]
[ 0.07888792]
[ 0.69112893]
[ 0.88126464]]
Progress: 45.6% ... Training loss: 0.266 ... Validation loss: 0.448[[ 1.68081964e-01 2.64637025e-01 -1.02392939e-01 1.14922834e-01
-5.09579482e-01 -7.28983299e-02 -8.75132981e-02 1.20954360e-01
-4.77753620e-02 2.09570028e-01]
[ 8.49287505e-03 1.27887085e-01 -2.11842586e-02 4.00860665e-02
9.71739310e-02 -4.81367796e-03 3.34713714e-01 4.03858839e-02
1.37791712e-01 -3.40505190e-02]
[ 2.07377370e-01 7.92824004e-01 1.55314463e-02 -3.84645735e-02
7.18597972e-01 -2.54612564e-02 -9.36871891e-01 -3.99703344e-02
6.46567790e-02 3.01961442e-01]
[ 5.63860853e-02 -3.98472580e-01 -1.92383078e-01 2.00919760e-01
-4.95666808e-03 1.25798587e-01 2.17234533e-01 6.52261847e-02
1.36530797e-01 3.04444735e-01]
[ -2.91553591e-02 6.53191055e-02 -1.50515070e-01 3.55747037e-02
-4.03297450e-02 -1.79115846e-01 9.76307645e-02 -1.17736334e-01
-1.99306301e-01 -5.43625666e-02]
[ -3.97402312e-01 -6.66235606e-01 -3.02602360e-01 1.48387187e-01
-1.56724205e-01 4.23456441e-02 3.71762340e-01 -3.99182910e-02
-3.27603771e-02 -3.49936420e-02]
[ -4.37129495e-03 -2.51882461e-01 9.77646026e-03 9.20924392e-02
-3.41279975e-02 -7.17451747e-02 1.85825606e-01 -1.91453471e-01
1.99517263e-01 3.97104154e-02]
[ 1.09440819e-01 -2.74556024e-01 3.20510555e-02 -7.21358723e-02
-1.16233047e-02 -4.87195033e-02 8.45772964e-02 1.17858971e-01
8.04442340e-02 -1.93761540e-02]
[ -1.78015652e-01 -1.85337063e-01 -3.03021589e-01 -2.19627428e-02
-5.15793897e-02 6.88075102e-02 -9.45179309e-02 -2.97572273e-02
2.66102278e-01 -1.34778700e-01]
[ 2.53661230e-02 -4.46955613e-01 7.43496600e-02 -1.83028311e-02
-2.23915799e-01 -1.07152451e-01 2.40232355e-01 -1.10867354e-01
-6.04284970e-03 6.17238397e-02]
[ -7.98826769e-02 -1.14075473e-01 4.33606793e-03 -1.30013773e-01
-9.57318970e-02 1.11246174e-02 2.22936322e-01 -1.02356548e-01
-1.15802456e-03 -1.11270517e-01]
[ -1.20691897e-01 -2.18980735e-01 -6.91426597e-02 1.35159869e-02
3.28988328e-01 9.89106466e-02 1.68681411e-01 -1.58990336e-02
-1.64266053e-01 -2.05682449e-01]
[ -1.58296666e-01 2.61608523e-03 6.12844086e-02 1.99480485e-02
-1.69624156e-01 -2.19087343e-01 -1.75281500e-01 -1.97199158e-01
8.51909440e-02 1.71927399e-01]
[ -2.84949669e-01 -3.49729606e-01 9.42831195e-02 2.12965187e-01
-1.41082117e-01 -6.36260738e-02 1.06246900e-01 -2.61311191e-01
-2.76312380e-01 -9.25946214e-02]
[ 9.65619605e-02 -2.06448428e-01 -2.46285962e-02 1.10820607e-01
-5.55786549e-02 -8.69344851e-02 2.57560006e-01 2.07223752e-03
2.14190688e-02 -3.30459261e-03]
[ 4.01335836e-02 -1.09041260e-01 -2.09658389e-01 1.54954802e-01
-8.56519368e-02 8.03420996e-02 -3.54781489e-02 -1.96950203e-02
-8.43721485e-02 8.79328024e-04]
[ -1.19123978e-01 -8.85923487e-02 -2.01156883e-01 1.60323961e-01
-4.32219607e-03 1.32809129e-01 1.37949949e-02 -2.50469597e-01
7.46988130e-02 -1.92560989e-01]
[ -6.07969441e-02 -4.58830723e-02 2.78677002e-01 1.11556238e-01
8.59177209e-02 -6.44283130e-02 -1.23861648e-01 1.21332488e-01
8.42611875e-02 4.91394833e-02]
[ 6.48539450e-02 -6.93513881e-03 8.98922832e-02 9.57066367e-02
8.94679978e-03 -1.88880627e-02 1.95000857e-01 1.20678916e-01
-2.00976168e-02 -5.09042453e-02]
[ 9.84163988e-03 -1.44250933e-01 -2.92398106e-01 -5.22971223e-02
1.01468120e-01 -9.26723533e-02 1.30654581e-01 1.62751936e-01
1.07412518e-01 -3.07133112e-02]
[ 5.15690118e-02 -3.59007825e-02 -1.14657091e-01 5.16319004e-02
-1.32703328e-01 3.19118141e-01 2.70766523e-01 2.04805242e-01
-1.54501558e-01 -5.36106845e-02]
[ 3.15811108e-03 -1.08177796e-02 1.23137884e-01 1.09106311e-01
9.13789469e-03 1.05017639e-01 -9.80398322e-02 -4.16919984e-02
2.17754542e-01 8.47278928e-02]
[ 1.17820990e-01 8.62056194e-02 -4.17040149e-02 -8.72905386e-02
-1.30520360e-01 -3.33201128e-01 1.11228208e-01 9.30001074e-03
1.51782940e-01 9.99414091e-02]
[ -1.04595519e-01 -5.84000243e-02 -1.64523780e-02 2.06412395e-02
-2.15409404e-02 -2.04110135e-01 -5.08844224e-02 -2.03916229e-02
1.68534417e-02 1.24741217e-01]
[ -1.64874888e-01 -1.34406969e-01 -2.05025699e-01 -2.71629105e-02
-2.90946167e-01 2.47386620e-03 6.67461228e-02 -2.59059836e-02
-1.46718445e-02 3.44501411e-02]
[ -3.06460918e-02 -1.34359019e-01 -7.50175099e-02 -1.25804576e-01
5.25919335e-01 2.75407993e-01 6.01161915e-01 1.13068858e-01
-1.81148380e-01 -3.79000390e-01]
[ -1.55312015e-02 -4.41354216e-01 -3.03114239e-02 -7.01658236e-02
6.50377256e-01 9.95153330e-02 5.66427357e-01 9.15885761e-02
3.21573090e-02 -3.85351735e-01]
[ 1.24049922e-02 -4.98450838e-01 -4.32096401e-02 -1.04329184e-01
6.67862555e-01 2.21901390e-02 5.33331037e-01 4.87831604e-02
-3.62174548e-01 -2.17542913e-01]
[ -1.75242941e-01 -6.41999231e-01 -1.09017972e-02 -2.06390800e-01
7.80368012e-01 -9.03128521e-02 6.63876811e-01 -8.33966987e-02
-7.01319612e-02 8.36115101e-02]
[ -3.04508185e-01 -4.69232861e-01 5.29315439e-02 -5.56736530e-02
9.32740319e-01 1.44208120e-01 4.80735263e-01 4.67616497e-02
-9.50704545e-02 -1.43525384e-01]
[ -2.13046903e-01 -3.50168389e-01 2.49474718e-01 -2.49178384e-01
6.84174979e-01 -4.29102975e-02 7.32119646e-01 1.23353381e-02
-2.62453475e-01 -3.28299805e-02]
[ -1.36808506e-01 -2.49214396e-01 -1.83233912e-01 -1.08013971e-01
5.06170294e-01 -2.28257436e-01 2.02606927e-01 1.68199228e-01
-1.42332689e-02 -1.24656006e-01]
[ 1.00177973e-01 2.47489416e-01 1.59172407e-01 -1.07331857e-01
-6.86554082e-02 5.49373621e-02 -1.46563854e-01 2.81251247e-01
6.25560137e-02 1.67100002e-01]
[ 3.53803346e-01 3.54660034e-01 -8.04374011e-02 3.15008554e-01
-9.07447921e-01 -2.88100549e-01 -4.94058189e-01 1.77447692e-01
3.91882786e-01 -2.00257839e-02]
[ 4.65691504e-02 1.23688703e-01 2.53210500e-01 2.46743981e-01
-5.30845963e-02 -1.96116524e-01 -1.73429932e-01 -1.33227593e-01
-1.40096044e-01 -2.91164496e-01]
[ 1.62328241e-02 -9.07182633e-02 -1.22230436e-01 -6.53774469e-02
2.41033694e-01 4.27736892e-02 8.05446370e-03 -1.85894590e-01
2.41794182e-02 1.96075385e-01]
[ -5.99479590e-03 -6.77566869e-02 -7.02811886e-02 -6.33413295e-02
1.62499192e-03 -1.75101924e-01 9.76142301e-02 8.87569931e-03
2.73058866e-02 -7.82880367e-03]
[ 2.76894725e-02 8.28485979e-02 2.43089827e-01 7.06420730e-02
-2.22248811e-01 -1.35787705e-01 9.97948479e-02 3.89943164e-02
-1.88535213e-01 1.02993132e-01]
[ 7.66766572e-02 5.49313208e-02 1.08693678e-01 1.18945561e-02
-2.53811849e-01 6.60468458e-02 4.04779230e-02 -2.70723984e-01
-1.40654353e-02 -8.32118845e-02]
[ -6.23765817e-03 1.17355115e-01 8.58411096e-02 -2.65095770e-02
-7.12055260e-02 1.78192393e-01 7.40768575e-02 1.18393152e-01
-1.82924213e-02 1.75839705e-01]
[ 2.25893187e-01 9.21107809e-02 2.99968619e-02 8.47446199e-02
5.30066381e-03 -2.55553398e-02 -1.96311642e-01 1.48620869e-01
-5.13240723e-02 -1.58158632e-02]
[ 4.90102615e-02 3.06707475e-02 1.91849987e-02 4.90386427e-02
-4.48913976e-01 -1.25604233e-01 -2.33030725e-01 4.15718729e-02
1.24554443e-01 1.99480533e-01]
[ 6.28141476e-02 5.13310137e-01 1.29414707e-01 4.43424292e-01
-1.25755585e+00 -3.06333038e-01 -5.88381352e-01 -7.04248883e-02
3.05353709e-01 3.49684127e-01]
[ 1.79033181e-01 4.95990510e-01 6.76934342e-02 4.32421717e-01
-1.01741337e+00 -8.35128705e-02 -4.32735802e-01 1.51290135e-01
2.15311638e-01 4.81154882e-01]
[ 2.52006358e-01 3.28074982e-01 2.47026022e-01 1.51618764e-01
-4.93330139e-01 7.97405223e-02 -2.30134684e-01 1.62524054e-01
2.43033771e-01 8.20498184e-02]
[ -7.06453723e-02 2.42825247e-01 2.42242257e-01 2.08170614e-02
-6.98758975e-02 1.29356723e-01 -1.19817538e-01 -1.48389340e-02
-2.92062693e-02 5.44543013e-02]
[ -9.93611369e-02 7.84028054e-03 2.42287122e-02 9.27125470e-02
-6.32347177e-02 1.15886034e-01 2.37464796e-01 1.98860506e-02
-2.74945179e-01 -9.32683201e-02]
[ -2.21764140e-01 -3.57186172e-02 -9.40539737e-02 -3.44907839e-01
1.82786423e-01 1.19241492e-01 1.08547028e-01 1.03276533e-01
-2.07186074e-01 3.25176256e-02]
[ 8.85557693e-03 -4.16403246e-01 -1.28322590e-01 -1.63044836e-01
3.75506553e-01 2.57773347e-02 1.98795330e-01 1.52183879e-01
-1.66727102e-01 -2.23866545e-01]
[ 1.01367229e-01 -2.49218446e-01 -1.60608884e-01 -3.31936518e-02
-6.49253392e-02 -4.25024668e-02 1.23759028e-01 -1.56101907e-01
1.07483112e-01 -1.71040518e-01]
[ -1.19115845e-01 1.98207778e-02 2.63945085e-01 -5.85854028e-03
1.71849092e-01 7.97539755e-02 7.61854124e-02 -2.97508651e-01
-1.12151861e-01 -5.98676506e-02]
[ -3.38765048e-01 1.27885339e-02 1.83530573e-02 -1.28470126e-02
1.36597001e-01 -1.79274234e-01 1.23458836e-02 2.35063682e-01
-7.38952987e-02 8.63529665e-02]
[ 1.51570463e-01 -4.58657185e-03 -2.30823098e-01 -6.89175595e-02
9.83445092e-02 -3.02593070e-01 7.90657795e-02 -1.66183623e-01
1.01555028e-02 -1.75843183e-01]
[ 2.19087531e-01 -2.01557314e-01 6.75531440e-02 -1.14954733e-02
7.24118020e-02 -4.08053576e-02 4.82203271e-02 -1.35838231e-01
1.21536290e-01 -1.66632264e-01]
[ -1.04646682e-01 -8.26088545e-02 1.21572481e-01 1.09510653e-01
2.43542387e-02 -1.14821119e-01 2.56865209e-01 -7.83629965e-02
1.81765893e-01 -2.28221508e-03]
[ -3.32614795e-02 -2.15200690e-01 1.86013050e-01 -2.94989352e-01
-1.80151540e-01 1.29323553e-01 1.12039082e-01 -1.22190129e-01
-6.37494365e-03 1.88238149e-01]]
[[ 0.64229646]
[ 1.74928402]
[ 0.24328966]
[ 0.890603 ]
[-2.75261895]
[-0.26141083]
[-1.75192202]
[ 0.0902498 ]
[ 0.7079163 ]
[ 0.89702949]]
Progress: 45.7% ... Training loss: 0.269 ... Validation loss: 0.445[[ 1.69180540e-01 2.68223369e-01 -1.01866312e-01 1.16964062e-01
-5.16040713e-01 -7.33911146e-02 -9.11852193e-02 1.21126940e-01
-4.64039811e-02 2.11222132e-01]
[ 8.72689105e-03 1.28302869e-01 -2.10611986e-02 4.05108436e-02
9.59043695e-02 -4.93768116e-03 3.34398221e-01 4.04280683e-02
1.38129266e-01 -3.36490708e-02]
[ 2.06878644e-01 7.92640326e-01 1.53092472e-02 -3.96114529e-02
7.23294152e-01 -2.52996835e-02 -9.37890839e-01 -4.00599843e-02
6.41633262e-02 3.01461964e-01]
[ 5.20718318e-02 -4.09721132e-01 -1.93928684e-01 1.95530207e-01
1.10532291e-02 1.27586558e-01 2.28832937e-01 6.46285034e-02
1.32295199e-01 2.99039764e-01]
[ -2.84531369e-02 6.79045490e-02 -1.50046486e-01 3.73889365e-02
-5.03923264e-02 -1.79530615e-01 9.62494565e-02 -1.17593386e-01
-1.98500546e-01 -5.38057261e-02]
[ -3.97058471e-01 -6.65598001e-01 -3.02426034e-01 1.49117855e-01
-1.60843943e-01 4.21670653e-02 3.71411463e-01 -3.98712936e-02
-3.23813854e-02 -3.46722158e-02]
[ -5.24377342e-03 -2.53211039e-01 9.51446118e-03 9.11280383e-02
-3.23671277e-02 -7.13845558e-02 1.86960335e-01 -1.91559890e-01
1.98679731e-01 3.85707015e-02]
[ 1.08453870e-01 -2.76812476e-01 3.16985799e-02 -7.34022838e-02
-8.49567851e-03 -4.83530776e-02 8.66822661e-02 1.17723416e-01
7.94340305e-02 -2.06464701e-02]
[ -1.77529070e-01 -1.84724678e-01 -3.02809553e-01 -2.12676533e-02
-5.29880982e-02 6.86035919e-02 -9.52979039e-02 -2.96895106e-02
2.66737860e-01 -1.34031429e-01]
[ 2.72016581e-02 -4.42618692e-01 7.51024261e-02 -1.56060246e-02
-2.33077233e-01 -1.07954390e-01 2.35126302e-01 -1.10600025e-01
-3.93370256e-03 6.42632849e-02]
[ -8.09901193e-02 -1.16519373e-01 3.95478351e-03 -1.31434496e-01
-9.21251626e-02 1.15396329e-02 2.25876719e-01 -1.02500814e-01
-2.19715260e-03 -1.12559549e-01]
[ -1.22448995e-01 -2.23208795e-01 -6.97402543e-02 1.14348486e-02
3.33903077e-01 9.96421178e-02 1.72955917e-01 -1.61493571e-02
-1.66169234e-01 -2.08274194e-01]
[ -1.58296666e-01 2.61608523e-03 6.12844086e-02 1.99480485e-02
-1.69624156e-01 -2.19087343e-01 -1.75281500e-01 -1.97199158e-01
8.51909440e-02 1.71927399e-01]
[ -2.85126814e-01 -3.50031331e-01 9.42272853e-02 2.12854822e-01
-1.41001227e-01 -6.35521966e-02 1.06717170e-01 -2.61338752e-01
-2.76549195e-01 -9.28651636e-02]
[ 9.70614908e-02 -2.05691910e-01 -2.44126702e-02 1.11624411e-01
-5.76874362e-02 -8.71630266e-02 2.57005119e-01 2.14923608e-03
2.20218046e-02 -2.58397100e-03]
[ 4.08411633e-02 -1.07352512e-01 -2.09372818e-01 1.55946135e-01
-8.91560905e-02 8.00352925e-02 -3.74391691e-02 -1.95997256e-02
-8.35983566e-02 1.68690461e-03]
[ -1.20707882e-01 -9.20419391e-02 -2.01698156e-01 1.58435030e-01
-5.29006620e-04 1.33450156e-01 1.72804310e-02 -2.50675477e-01
7.30255212e-02 -1.94722493e-01]
[ -6.04358078e-02 -4.48318140e-02 2.78824105e-01 1.12012153e-01
8.49037679e-02 -6.45654990e-02 -1.25066384e-01 1.21382716e-01
8.46954539e-02 4.96765673e-02]
[ 6.45365413e-02 -7.42410377e-03 8.97786573e-02 9.52530160e-02
9.79236387e-03 -1.87687370e-02 1.95260311e-01 1.20635914e-01
-2.04499338e-02 -5.13421056e-02]
[ 9.68071842e-03 -1.44514146e-01 -2.92447489e-01 -5.25124332e-02
1.01810542e-01 -9.26238588e-02 1.30798684e-01 1.62732593e-01
1.07267428e-01 -3.08916228e-02]
[ 5.03578428e-02 -3.91190725e-02 -1.15150271e-01 4.98936910e-02
-1.27357760e-01 3.19645153e-01 2.73797651e-01 2.04623021e-01
-1.55928998e-01 -5.54074142e-02]
[ 4.54008651e-03 -7.36295106e-03 1.23684964e-01 1.11174994e-01
3.40107233e-03 1.04427383e-01 -1.01107315e-01 -4.14891642e-02
2.19446517e-01 8.68527550e-02]
[ 1.17380141e-01 8.50789603e-02 -4.18479095e-02 -8.79089080e-02
-1.28794434e-01 -3.33031734e-01 1.12247642e-01 9.23471828e-03
1.51361832e-01 9.93390175e-02]
[ -1.04563376e-01 -5.84954434e-02 -1.64344046e-02 2.06890031e-02
-2.17198310e-02 -2.04126793e-01 -5.07932401e-02 -2.03867641e-02
1.68898671e-02 1.24787004e-01]
[ -1.64994866e-01 -1.34749500e-01 -2.05068273e-01 -2.73106577e-02
-2.91177077e-01 2.51873171e-03 6.71420915e-02 -2.59201583e-02
-1.47881400e-02 3.43202160e-02]
[ -3.06712361e-02 -1.34557604e-01 -7.50326751e-02 -1.25847038e-01
5.25865870e-01 2.75422298e-01 6.01347774e-01 1.13063679e-01
-1.81184061e-01 -3.79051154e-01]
[ -1.55312015e-02 -4.41354216e-01 -3.03114239e-02 -7.01658236e-02
6.50377256e-01 9.95153330e-02 5.66427357e-01 9.15885761e-02
3.21573090e-02 -3.85351735e-01]
[ 1.29251279e-02 -4.97533681e-01 -4.30099176e-02 -1.03580339e-01
6.65934834e-01 2.19807036e-02 5.32154173e-01 4.88591070e-02
-3.61650538e-01 -2.16911669e-01]
[ -1.74741627e-01 -6.41383739e-01 -1.06905441e-02 -2.05611549e-01
7.77939979e-01 -9.05366567e-02 6.63310846e-01 -8.33208719e-02
-6.95254237e-02 8.43539026e-02]
[ -3.04312545e-01 -4.69124121e-01 5.30080151e-02 -5.53733873e-02
9.31909333e-01 1.44123883e-01 4.80509192e-01 4.67916893e-02
-9.48517762e-02 -1.43258292e-01]
[ -2.13199598e-01 -3.50611913e-01 2.49426885e-01 -2.49357759e-01
6.84764833e-01 -4.28566078e-02 7.32492119e-01 1.23183018e-02
-2.62601051e-01 -3.30119657e-02]
[ -1.37003115e-01 -2.49574986e-01 -1.83304499e-01 -1.08280851e-01
5.06921198e-01 -2.28179254e-01 2.02897585e-01 1.68172595e-01
-1.44369161e-02 -1.24929619e-01]
[ 1.00797349e-01 2.48986442e-01 1.59419702e-01 -1.06450173e-01
-7.03488286e-02 5.46741503e-02 -1.47965358e-01 2.81342053e-01
6.33209590e-02 1.67948459e-01]
[ 3.53430744e-01 3.54407443e-01 -8.05743887e-02 3.14536050e-01
-9.06618176e-01 -2.87915023e-01 -4.93524553e-01 1.77392748e-01
3.91481177e-01 -2.05886647e-02]
[ 4.61127254e-02 1.22373591e-01 2.53026646e-01 2.46073628e-01
-5.10874029e-02 -1.95924272e-01 -1.72177661e-01 -1.33294373e-01
-1.40624788e-01 -2.91841658e-01]
[ 1.63965781e-02 -9.05263056e-02 -1.22173298e-01 -6.51329378e-02
2.40330308e-01 4.27028716e-02 7.71339076e-03 -1.85872203e-01
2.43618067e-02 1.96285169e-01]
[ -6.43222475e-03 -6.89288656e-02 -7.04551690e-02 -6.40270933e-02
3.66010517e-03 -1.74918598e-01 9.87995707e-02 8.80767006e-03
2.67656331e-02 -8.48251861e-03]
[ 2.74995558e-02 8.24208587e-02 2.43049487e-01 7.03903036e-02
-2.21398235e-01 -1.35712829e-01 1.00016487e-01 3.89679148e-02
-1.88736916e-01 1.02795493e-01]
[ 7.81079549e-02 5.83768981e-02 1.09260909e-01 1.39692992e-02
-2.59483341e-01 6.54439005e-02 3.68909619e-02 -2.70519496e-01
-1.24094592e-02 -8.12007628e-02]
[ -5.36101433e-03 1.19503086e-01 8.61674771e-02 -2.52879833e-02
-7.48863957e-02 1.77831995e-01 7.18806741e-02 1.18517164e-01
-1.73332621e-02 1.77047307e-01]
[ 2.26378228e-01 9.35932168e-02 3.02024604e-02 8.54503720e-02
2.49326552e-03 -2.57633702e-02 -1.97598335e-01 1.48696087e-01
-5.07922955e-02 -1.51722117e-02]
[ 4.83218235e-02 2.89871227e-02 1.89092916e-02 4.80552934e-02
-4.46088557e-01 -1.25319258e-01 -2.31258552e-01 4.14685150e-02
1.23864703e-01 1.98523440e-01]
[ 6.16229738e-02 5.10921879e-01 1.29033766e-01 4.42027289e-01
-1.25432392e+00 -3.05877919e-01 -5.85893346e-01 -7.05864500e-02
3.04101349e-01 3.48052924e-01]
[ 1.77985294e-01 4.93736236e-01 6.73034204e-02 4.31011926e-01
-1.01458504e+00 -8.30890852e-02 -4.30530126e-01 1.51138031e-01
2.14145406e-01 4.79678176e-01]
[ 2.51518437e-01 3.27288374e-01 2.46844671e-01 1.50963821e-01
-4.92389963e-01 7.99374352e-02 -2.29198439e-01 1.62458435e-01
2.42520314e-01 8.14096891e-02]
[ -7.07029625e-02 2.42661540e-01 2.42221331e-01 2.07414394e-02
-6.96116148e-02 1.29379412e-01 -1.19654736e-01 -1.48464309e-02
-2.92654021e-02 5.43932198e-02]
[ -9.91707808e-02 8.37491611e-03 2.43059022e-02 9.30065998e-02
-6.40771320e-02 1.15805522e-01 2.36932911e-01 1.99164685e-02
-2.74708775e-01 -9.29516436e-02]
[ -2.22417428e-01 -3.73316871e-02 -9.43044628e-02 -3.45779289e-01
1.85377950e-01 1.19498374e-01 1.10157056e-01 1.03184273e-01
-2.07885404e-01 3.17535517e-02]
[ 8.79813197e-03 -4.16619418e-01 -1.28348795e-01 -1.63139318e-01
3.75770731e-01 2.58027585e-02 1.99000574e-01 1.52174879e-01
-1.66800677e-01 -2.23957856e-01]
[ 1.00298687e-01 -2.50989882e-01 -1.60944326e-01 -3.43477273e-02
-6.42114002e-02 -4.20632129e-02 1.25718643e-01 -1.56245015e-01
1.06339797e-01 -1.72552763e-01]
[ -1.18872114e-01 2.03342586e-02 2.64053029e-01 -5.47536016e-03
1.70858915e-01 7.96381291e-02 7.57081332e-02 -2.97468527e-01
-1.11834540e-01 -5.95160153e-02]
[ -3.39958870e-01 1.01516237e-02 1.79270209e-02 -1.45101124e-02
1.40616211e-01 -1.78783381e-01 1.48991914e-02 2.34888878e-01
-7.52764233e-02 8.46907554e-02]
[ 1.51032608e-01 -6.55824612e-03 -2.30983671e-01 -6.95368657e-02
1.00206962e-01 -3.02411681e-01 8.10321306e-02 -1.66253238e-01
9.66331105e-03 -1.76505009e-01]
[ 2.18502679e-01 -2.03423731e-01 6.73089947e-02 -1.23773556e-02
7.51834985e-02 -4.05419831e-02 4.97661043e-02 -1.35926765e-01
1.20791461e-01 -1.67643250e-01]
[ -1.05290822e-01 -8.40332594e-02 1.21325573e-01 1.08604869e-01
2.72670577e-02 -1.14571447e-01 2.58086846e-01 -7.84522601e-02
1.81162299e-01 -3.08510649e-03]
[ -3.05050057e-02 -2.08378368e-01 1.87092102e-01 -2.90953440e-01
-1.92081431e-01 1.28159404e-01 1.05378524e-01 -1.21792188e-01
-3.16037239e-03 1.92195340e-01]]
[[ 0.63897486]
[ 1.74662926]
[ 0.24307617]
[ 0.8837257 ]
[-2.75480615]
[-0.26339244]
[-1.75452635]
[ 0.08580185]
[ 0.70258734]
[ 0.89358649]]
Progress: 45.8% ... Training loss: 0.268 ... Validation loss: 0.442[[ 0.16816765 0.26500494 -0.10218621 0.11577515 -0.51331396 -0.07297633
-0.08772462 0.12099364 -0.04751768 0.20980399]
[ 0.00865253 0.12807094 -0.02109363 0.04037542 0.09638373 -0.00490288
0.33463684 0.04041597 0.13803943 -0.03378586]
[ 0.20390081 0.78600757 0.01404063 -0.04450723 0.73470994 -0.02405166
-0.93210246 -0.04051006 0.06069792 0.29702913]
[ 0.05305616 -0.40731663 -0.19345916 0.19757443 0.00443043 0.12721661
0.22767378 0.06481342 0.13366913 0.30075847]
[-0.02647446 0.07356466 -0.14923179 0.04052721 -0.06129878 -0.18045858
0.0910223 -0.117329 -0.19630928 -0.05127934]
[-0.39699751 -0.66613349 -0.30239258 0.14930319 -0.16171055 0.04209854
0.37187771 -0.03985394 -0.03229548 -0.03466256]
[-0.0072296 -0.25775762 0.0088254 0.0885388 -0.02571966 -0.07057196
0.19160979 -0.1918265 0.19645881 0.03591921]
[ 0.10724542 -0.27983276 0.03121962 -0.07529449 -0.00482019 -0.04783202
0.08913116 0.11754619 0.0780418 -0.02246482]
[-0.17661523 -0.18258853 -0.30244001 -0.01990601 -0.05659234 0.06818231
-0.0973318 -0.02956276 0.26787584 -0.13265094]
[ 0.02413998 -0.45010907 0.07392687 -0.02010282 -0.22096418 -0.10672988
0.24207643 -0.11103103 -0.00736911 0.06003713]
[-0.08075251 -0.11627533 0.00408077 -0.13101128 -0.09353325 0.01143224
0.22581334 -0.10245846 -0.00186129 -0.11215186]
[-0.12164932 -0.22177584 -0.06938044 0.01285706 0.32858821 0.09928063
0.17132108 -0.01603138 -0.16520174 -0.20720518]
[-0.15849176 0.00246325 0.06120914 0.01966496 -0.16916214 -0.21899914
-0.17500271 -0.19722822 0.08493373 0.17159714]
[-0.28527242 -0.35011965 0.09419703 0.21277186 -0.14112857 -0.06350507
0.10693464 -0.26135481 -0.27670406 -0.09308028]
[ 0.09715145 -0.20614631 -0.02437434 0.1117898 -0.05830566 -0.08723978
0.25745979 0.00216898 0.0221447 -0.00244899]
[ 0.04057546 -0.10810731 -0.20947375 0.15554733 -0.08800241 0.08014807
-0.03690356 -0.01963282 -0.08388716 0.00132664]
[-0.12154201 -0.09386468 -0.20197241 0.15746977 0.0016411 0.13379994
0.01909761 -0.25079113 0.07209613 -0.19589854]
[-0.0606376 -0.04537181 0.27875561 0.11170869 0.08595824 -0.06448307
-0.12443537 0.12135618 0.08444887 0.04946993]
[ 0.06440826 -0.00778587 0.0897352 0.09508427 0.01016088 -0.01873686
0.19567105 0.12062248 -0.02056904 -0.05148932]
[ 0.00865011 -0.14621225 -0.29283239 -0.05398685 0.10447421 -0.09222687
0.13243884 0.16259391 0.10613365 -0.03230641]
[ 0.05042859 -0.03969708 -0.11515036 0.04985078 -0.12761751 0.31965905
0.2740933 0.20462092 -0.15591405 -0.05556113]
[ 0.00449778 -0.00755461 0.1236717 0.11105079 0.00417785 0.10445958
-0.10094634 -0.04150807 0.21942474 0.08686007]
[ 0.11695313 0.0840825 -0.04201507 -0.08849599 -0.12769713 -0.3328707
0.11331345 0.0091799 0.15091446 0.09874243]
[-0.10436051 -0.05808025 -0.01635379 0.02097611 -0.02279134 -0.2042102
-0.05127035 -0.02035986 0.01711632 0.12506268]
[-0.16450249 -0.13364466 -0.20486943 -0.02654976 -0.29253268 0.00229462
0.06592062 -0.02584725 -0.01420001 0.0350929 ]
[-0.03073855 -0.1349874 -0.07506049 -0.12594462 0.5261763 0.27545587
0.6016894 0.11305411 -0.18126401 -0.37914842]
[-0.01560897 -0.44194358 -0.03033886 -0.07025965 0.65027658 0.09953563
0.56702569 0.09158531 0.03210732 -0.38543216]
[ 0.01232911 -0.4991929 -0.04324978 -0.10445118 0.6680462 0.02223768
0.53387071 0.0487734 -0.36235787 -0.21780336]
[-0.17469286 -0.6413217 -0.01067212 -0.20554405 0.77775055 -0.09055633
0.6632033 -0.08331444 -0.06947587 0.08440944]
[-0.30467148 -0.47032836 0.05290248 -0.05573993 0.93284355 0.14422817
0.48171546 0.04675889 -0.09511881 -0.14356869]
[-0.21344447 -0.35123347 0.24933462 -0.24969555 0.68580186 -0.04275705
0.73307104 0.01228638 -0.26286995 -0.03333734]
[-0.13715666 -0.25007797 -0.18336469 -0.1085167 0.50755207 -0.2281155
0.20339522 0.1681514 -0.01460064 -0.12516698]
[ 0.10094792 0.24924871 0.15948733 -0.10623032 -0.07059302 0.05460333
-0.14816301 0.28136282 0.06360665 0.16817436]
[ 0.35399181 0.3559524 -0.08034122 0.31540276 -0.90921332 -0.28816736
-0.49488677 0.17747666 0.39209873 -0.01975355]
[ 0.04604041 0.12217156 0.25300164 0.24596886 -0.05077388 -0.19589498
-0.17198648 -0.13330341 -0.14070832 -0.29194429]
[ 0.016436 -0.09035265 -0.12215883 -0.06507815 0.24025122 0.04268748
0.00754341 -0.18586753 0.02439487 0.19634199]
[-0.00652565 -0.0693161 -0.07047987 -0.06412324 0.00429953 -0.17489694
0.09917755 0.00879778 0.02668054 -0.00859409]
[ 0.0271179 0.08177093 0.2429078 0.06985645 -0.21983629 -0.13557625
0.10072242 0.03891414 -0.18917944 0.10224895]
[ 0.0785866 0.0599099 0.109432 0.01459328 -0.26168406 0.06525382
0.03521527 -0.27046818 -0.01189036 -0.08057261]
[-0.00552271 0.11908528 0.08610921 -0.02557996 -0.07414428 0.17790991
0.0722203 0.11849261 -0.01751273 0.1768379 ]
[ 0.22669222 0.09431757 0.03029252 0.08581046 0.00134785 -0.02587091
-0.19851588 0.14873343 -0.05053319 -0.0148702 ]
[ 0.04810132 0.02880506 0.0188236 0.04772942 -0.44566551 -0.12521511
-0.23084298 0.04143598 0.12358146 0.19816454]
[ 0.06208546 0.51151002 0.12920972 0.44263663 -1.25615462 -0.30611954
-0.58680139 -0.07052335 0.30461074 0.34858597]
[ 0.17686976 0.49133441 0.0669275 0.42970332 -1.01140543 -0.08261561
-0.42832114 0.15098745 0.21293641 0.47825895]
[ 0.25135421 0.32686239 0.24679322 0.15073406 -0.49199618 0.08000546
-0.22879451 0.16243784 0.24233628 0.08121225]
[-0.07061236 0.24300278 0.24225135 0.02085283 -0.07001295 0.12934494
-0.11996696 -0.01483708 -0.02917605 0.05450804]
[-0.09950499 0.00762268 0.02418407 0.09252004 -0.06279115 0.11594756
0.23775708 0.01986953 -0.27509132 -0.09344211]
[-0.22253218 -0.03746748 -0.0943491 -0.34594756 0.18566385 0.11955184
0.11032632 0.10316862 -0.20801373 0.03161229]
[ 0.00858987 -0.41725324 -0.12843235 -0.16343918 0.37656028 0.0258935
0.19960618 0.15214625 -0.16703805 -0.224269 ]
[ 0.09967802 -0.25190821 -0.1611185 -0.03491968 -0.0638132 -0.04183706
0.12670543 -0.15632055 0.10579645 -0.17343054]
[-0.11756753 0.02303115 0.26458572 -0.00352526 0.16493876 0.07906069
0.07315205 -0.29727741 -0.11034476 -0.05761915]
[-0.34088156 0.00683018 0.01756898 -0.0158079 0.14391383 -0.17841877
0.01805413 0.23477366 -0.07622703 0.08343011]
[ 0.14935957 -0.0106149 -0.2316624 -0.07203753 0.10692226 -0.30167974
0.08517904 -0.16649578 0.00767926 -0.17904154]
[ 0.21885551 -0.20275364 0.06743478 -0.01194674 0.07420581 -0.04067287
0.04887266 -0.13588513 0.12110507 -0.16723703]
[-0.10642135 -0.08685702 0.12091797 0.10708599 0.03094361 -0.11416859
0.26069215 -0.07860419 0.17994967 -0.00455787]
[-0.03003499 -0.20659139 0.18728715 -0.29037934 -0.19341914 0.12798601
0.10346482 -0.12173945 -0.00266239 0.19296026]]
[[ 0.63009817]
[ 1.7390306 ]
[ 0.23570876]
[ 0.87677476]
[-2.76527233]
[-0.26816695]
[-1.76088006]
[ 0.07838487]
[ 0.6942904 ]
[ 0.88449322]]
Progress: 45.8% ... Training loss: 0.264 ... Validation loss: 0.442[[ 1.67369818e-01 2.63975843e-01 -1.02414042e-01 1.14740805e-01
-5.09823728e-01 -7.26805791e-02 -8.63438245e-02 1.20939273e-01
-4.82674589e-02 2.09008295e-01]
[ 8.61371110e-03 1.27741698e-01 -2.11048532e-02 4.03409093e-02
9.64699792e-02 -4.89584161e-03 3.35090098e-01 4.04186062e-02
1.38012257e-01 -3.38372830e-02]
[ 2.03535701e-01 7.86290914e-01 1.39332424e-02 -4.50451257e-02
7.37399750e-01 -2.39280670e-02 -9.32476019e-01 -4.05415263e-02
6.02144076e-02 2.96408855e-01]
[ 5.60807001e-02 -3.99895559e-01 -1.92181968e-01 2.02384474e-01
-7.09487706e-03 1.25840100e-01 2.20717327e-01 6.52206553e-02
1.37262417e-01 3.05408251e-01]
[ -2.95577639e-02 6.59089434e-02 -1.50371230e-01 3.61043836e-02
-4.84618088e-02 -1.79099951e-01 9.86019557e-02 -1.17695721e-01
-1.99762388e-01 -5.56238106e-02]
[ -3.97533719e-01 -6.67524648e-01 -3.02542307e-01 1.48686695e-01
-1.61115404e-01 4.23179824e-02 3.73280991e-01 -3.99122566e-02
-3.28234905e-02 -3.53128758e-02]
[ -8.59624672e-03 -2.60776152e-01 8.30869795e-03 8.65828080e-02
-2.02017465e-02 -7.00284282e-02 1.94491471e-01 -1.91980455e-01
1.94902524e-01 3.40937580e-02]
[ 1.08289062e-01 -2.76675481e-01 3.17137763e-02 -7.35506748e-02
-9.21084467e-03 -4.83084223e-02 8.59593043e-02 1.17705786e-01
7.92860928e-02 -2.08709898e-02]
[ -1.76510263e-01 -1.82582600e-01 -3.02397966e-01 -1.97349153e-02
-5.69235510e-02 6.81314544e-02 -9.75047212e-02 -2.95475562e-02
2.67941559e-01 -1.32509368e-01]
[ 2.38555219e-02 -4.50216407e-01 7.38750901e-02 -2.04272044e-02
-2.20160380e-01 -1.06615368e-01 2.42085478e-01 -1.11040779e-01
-7.75248377e-03 5.96975052e-02]
[ -8.11147879e-02 -1.17237645e-01 3.99959667e-03 -1.31379958e-01
-9.24805878e-02 1.15181856e-02 2.26457112e-01 -1.02476413e-01
-2.17369764e-03 -1.12424644e-01]
[ -1.21756823e-01 -2.21952664e-01 -6.93777212e-02 1.28925385e-02
3.28122936e-01 9.93158991e-02 1.71608445e-01 -1.60411497e-02
-1.65280243e-01 -2.07333123e-01]
[ -1.58491755e-01 2.46325477e-03 6.12091448e-02 1.96649565e-02
-1.69162142e-01 -2.18999136e-01 -1.75002712e-01 -1.97228216e-01
8.49337281e-02 1.71597140e-01]
[ -2.84835144e-01 -3.49561668e-01 9.43666107e-02 2.13353869e-01
-1.42092136e-01 -6.36823296e-02 1.06159567e-01 -2.61293234e-01
-2.76171908e-01 -9.23773460e-02]
[ 9.69028256e-02 -2.06918660e-01 -2.44667604e-02 1.11482556e-01
-5.90118161e-02 -8.71564525e-02 2.58306569e-01 2.14053378e-03
2.18881215e-02 -2.81257744e-03]
[ 3.95193400e-02 -1.10151290e-01 -2.09821950e-01 1.54195828e-01
-8.44225261e-02 8.05976266e-02 -3.46040898e-02 -1.97654571e-02
-8.50578784e-02 -1.45019171e-04]
[ -1.22419011e-01 -9.61021982e-02 -2.02301629e-01 1.56219342e-01
5.37672146e-03 1.34159484e-01 2.12841773e-02 -2.50886197e-01
7.11060289e-02 -1.97125191e-01]
[ -6.09435952e-02 -4.60674429e-02 2.78635990e-01 1.11255533e-01
8.72544813e-02 -6.43578928e-02 -1.23864561e-01 1.21317724e-01
8.41081417e-02 4.91493438e-02]
[ 6.43994160e-02 -7.21938749e-03 8.97499497e-02 9.51427055e-02
9.77495376e-03 -1.87673550e-02 1.95098846e-01 1.20626598e-01
-2.05685889e-02 -5.14753534e-02]
[ 9.00046858e-03 -1.45024776e-01 -2.92680971e-01 -5.34904156e-02
1.02832183e-01 -9.23907286e-02 1.31330092e-01 1.62637776e-01
1.06473338e-01 -3.18903196e-02]
[ 5.08100780e-02 -3.91218643e-02 -1.14977747e-01 5.04663648e-02
-1.29296904e-01 3.19511871e-01 2.73289869e-01 2.04680158e-01
-1.55451379e-01 -5.50221731e-02]
[ 4.80777699e-03 -6.32830561e-03 1.23825338e-01 1.11610881e-01
3.46676333e-03 1.04316022e-01 -1.02064251e-01 -4.14541103e-02
2.19815225e-01 8.74681942e-02]
[ 1.17054009e-01 8.42284553e-02 -4.19756845e-02 -8.83402857e-02
-1.27920261e-01 -3.32922788e-01 1.13091145e-01 9.19311472e-03
1.50982226e-01 9.88928009e-02]
[ -1.04067768e-01 -5.76160623e-02 -1.62389061e-02 2.14176264e-02
-2.41754472e-02 -2.04341779e-01 -5.18520578e-02 -2.03204994e-02
1.74678632e-02 1.25471363e-01]
[ -1.64632881e-01 -1.33865249e-01 -2.04926475e-01 -2.67547905e-02
-2.92057828e-01 2.35875509e-03 6.61385703e-02 -2.58654537e-02
-1.43609401e-02 3.48959102e-02]
[ -3.09523191e-02 -1.35898234e-01 -7.51502925e-02 -1.26253376e-01
5.27143050e-01 2.75548824e-01 6.02456183e-01 1.13027769e-01
-1.81487801e-01 -3.79454264e-01]
[ -1.57537522e-02 -4.42174368e-01 -3.03872959e-02 -7.04730337e-02
6.50894720e-01 9.96025393e-02 5.67305728e-01 9.15665810e-02
3.19275223e-02 -3.85632990e-01]
[ 1.26466310e-02 -4.98896415e-01 -4.31223733e-02 -1.03969430e-01
6.66768438e-01 2.20947714e-02 5.33521724e-01 4.88140527e-02
-3.62008652e-01 -2.17403074e-01]
[ -1.74710456e-01 -6.41406781e-01 -1.06805152e-02 -2.05574670e-01
7.77850094e-01 -9.05500271e-02 6.63177353e-01 -8.33157261e-02
-6.95136643e-02 8.43689936e-02]
[ -3.05045289e-01 -4.71247161e-01 5.27623907e-02 -5.62735285e-02
9.34370801e-01 1.44391040e-01 4.82714558e-01 4.67129462e-02
-9.55393659e-02 -1.44090468e-01]
[ -2.13417414e-01 -3.51308072e-01 2.49344897e-01 -2.49656802e-01
6.85678081e-01 -4.27688289e-02 7.33103919e-01 1.22896357e-02
-2.62841278e-01 -3.32991918e-02]
[ -1.37526877e-01 -2.50953498e-01 -1.83502353e-01 -1.09075166e-01
5.09206230e-01 -2.27944259e-01 2.04429047e-01 1.68102022e-01
-1.50517549e-02 -1.25672545e-01]
[ 1.01594577e-01 2.51254239e-01 1.59756628e-01 -1.05184442e-01
-7.35622801e-02 5.42783354e-02 -1.50129713e-01 2.81458333e-01
6.44083850e-02 1.69218192e-01]
[ 3.55361951e-01 3.60158111e-01 -7.97869050e-02 3.17426721e-01
-9.14548464e-01 -2.88753702e-01 -4.98877949e-01 1.77667417e-01
3.93607627e-01 -1.76470553e-02]
[ 4.59063303e-02 1.21702157e-01 2.52973402e-01 2.45824578e-01
-5.01967189e-02 -1.95857278e-01 -1.71629862e-01 -1.33314185e-01
-1.40818491e-01 -2.92102197e-01]
[ 1.62241450e-02 -9.09515099e-02 -1.22250746e-01 -6.54171417e-02
2.41139685e-01 4.27806904e-02 8.02542388e-03 -1.85897918e-01
2.41230175e-02 1.96008044e-01]
[ -6.21580490e-03 -6.84305447e-02 -7.03433281e-02 -6.36318319e-02
2.71075769e-03 -1.75047454e-01 9.84435242e-02 8.84315449e-03
2.70893909e-02 -8.16874733e-03]
[ 2.69104770e-02 8.13326561e-02 2.42829155e-01 6.95881655e-02
-2.19009645e-01 -1.35513400e-01 1.01204475e-01 3.88957173e-02
-1.89393118e-01 1.01968726e-01]
[ 7.81748775e-02 5.88216346e-02 1.09270506e-01 1.39958224e-02
-2.60025906e-01 6.54459486e-02 3.61851517e-02 -2.70517730e-01
-1.23616548e-02 -8.11929505e-02]
[ -5.73154357e-03 1.18622871e-01 8.60305394e-02 -2.58984288e-02
-7.35403095e-02 1.78010672e-01 7.25839896e-02 1.18462713e-01
-1.77794099e-02 1.76491317e-01]
[ 2.26198985e-01 9.32320790e-02 3.01124309e-02 8.50763695e-02
3.37041577e-03 -2.56621472e-02 -1.97473486e-01 1.48669174e-01
-5.11219804e-02 -1.56235137e-02]
[ 4.78061138e-02 2.79831402e-02 1.87131845e-02 4.73120134e-02
-4.44361032e-01 -1.25092372e-01 -2.30067626e-01 4.13984943e-02
1.23260665e-01 1.97750822e-01]
[ 6.21165964e-02 5.11342262e-01 1.29223522e-01 4.42661576e-01
-1.25619861e+00 -3.06110665e-01 -5.86823559e-01 -7.05189764e-02
3.04633063e-01 3.48657144e-01]
[ 1.76528049e-01 4.90976896e-01 6.68375303e-02 4.29354368e-01
-1.01062747e+00 -8.24668614e-02 -4.27782800e-01 1.50943894e-01
2.12550069e-01 4.77777720e-01]
[ 2.50981867e-01 3.26263139e-01 2.46647675e-01 1.50231992e-01
-4.91324957e-01 8.01436311e-02 -2.28050917e-01 1.62397748e-01
2.41939635e-01 8.07776967e-02]
[ -7.04763564e-02 2.43280374e-01 2.42309733e-01 2.10566833e-02
-7.05401502e-02 1.29280523e-01 -1.20234719e-01 -1.48179093e-02
-2.90066944e-02 5.47211474e-02]
[ -9.96160135e-02 7.44937750e-03 2.41426501e-02 9.23632071e-02
-6.23805181e-02 1.16000447e-01 2.37945304e-01 1.98544924e-02
-2.75210892e-01 -9.36111907e-02]
[ -2.22857128e-01 -3.83294343e-02 -9.44694667e-02 -3.46376712e-01
1.86968655e-01 1.19689132e-01 1.11188166e-01 1.03129374e-01
-2.08355184e-01 3.12155261e-02]
[ 9.22982211e-03 -4.15950538e-01 -1.28181434e-01 -1.62506499e-01
3.73905497e-01 2.56057643e-02 1.97986536e-01 1.52230087e-01
-1.66301072e-01 -2.23345621e-01]
[ 9.84172017e-02 -2.53770007e-01 -1.61561576e-01 -3.65407938e-02
-6.07326642e-02 -4.13098076e-02 1.29209670e-01 -1.56475467e-01
1.04375470e-01 -1.75102093e-01]
[ -1.17219633e-01 2.39368028e-02 2.64766775e-01 -2.90958626e-03
1.62761814e-01 7.88629475e-02 7.23885146e-02 -2.97210734e-01
-1.09900741e-01 -5.70639176e-02]
[ -3.41317448e-01 4.72590849e-03 1.74265243e-02 -1.63720732e-02
1.46361784e-01 -1.78234397e-01 1.99673591e-02 2.34731296e-01
-7.67029319e-02 8.29177104e-02]
[ 1.50433297e-01 -8.08063310e-03 -2.31240281e-01 -7.05145468e-02
1.04568640e-01 -3.02134690e-01 8.24430182e-02 -1.66348634e-01
8.95491973e-03 -1.77444265e-01]
[ 2.18987159e-01 -2.02685754e-01 6.74940877e-02 -1.17060428e-02
7.32574261e-02 -4.07335611e-02 4.82690520e-02 -1.35869543e-01
1.21187427e-01 -1.67134561e-01]
[ -1.06098447e-01 -8.60838538e-02 1.21036590e-01 1.07520995e-01
2.98899180e-02 -1.14304549e-01 2.59777570e-01 -7.85634738e-02
1.80273487e-01 -4.11538134e-03]
[ -3.09686881e-02 -2.08152754e-01 1.86961349e-01 -2.91665988e-01
-1.91023805e-01 1.28359449e-01 1.05005273e-01 -1.21849764e-01
-3.66564971e-03 1.91706397e-01]]
[[ 0.63010885]
[ 1.73650112]
[ 0.23400155]
[ 0.87585033]
[-2.76753247]
[-0.26963209]
[-1.76335975]
[ 0.07900302]
[ 0.69466488]
[ 0.88385707]]
Progress: 45.9% ... Training loss: 0.264 ... Validation loss: 0.445[[ 1.68603770e-01 2.66601454e-01 -1.01970510e-01 1.16309517e-01
-5.12128062e-01 -7.31833780e-02 -8.90393980e-02 1.21079282e-01
-4.68150077e-02 2.10639576e-01]
[ 8.73016590e-03 1.27995432e-01 -2.10601428e-02 4.05113893e-02
9.62343665e-02 -4.94804157e-03 3.34744736e-01 4.04341679e-02
1.38138373e-01 -3.36770690e-02]
[ 2.05950156e-01 7.91493126e-01 1.47901388e-02 -4.16502621e-02
7.27873623e-01 -2.49433566e-02 -9.38274776e-01 -4.02195159e-02
6.30262408e-02 3.00071028e-01]
[ 5.50833611e-02 -4.03118884e-01 -1.92591942e-01 2.00698173e-01
-5.15814096e-04 1.26343378e-01 2.23669985e-01 6.50892214e-02
1.36115803e-01 3.04208842e-01]
[ -2.91210086e-02 6.64305519e-02 -1.50215434e-01 3.67973737e-02
-5.27059854e-02 -1.79484443e-01 9.74654377e-02 -1.17612310e-01
-1.99113163e-01 -5.52191439e-02]
[ -3.96257697e-01 -6.64310590e-01 -3.02073980e-01 1.50342683e-01
-1.65223814e-01 4.17549586e-02 3.69782263e-01 -3.97539882e-02
-3.13836595e-02 -3.38308400e-02]
[ -7.75622380e-03 -2.59827257e-01 8.62867821e-03 8.77429483e-02
-2.43140094e-02 -7.03910218e-02 1.93312124e-01 -1.91879387e-01
1.95887333e-01 3.53228358e-02]
[ 1.08619368e-01 -2.76895782e-01 3.18461743e-02 -7.30425535e-02
-9.97389133e-03 -4.84653897e-02 8.58627943e-02 1.17752186e-01
7.97373896e-02 -2.01043130e-02]
[ -1.76246973e-01 -1.82210410e-01 -3.02295832e-01 -1.93273683e-02
-5.86578961e-02 6.79791046e-02 -9.79508497e-02 -2.95059843e-02
2.68260659e-01 -1.32115292e-01]
[ 2.47617777e-02 -4.48182972e-01 7.42216380e-02 -1.92891684e-02
-2.23841397e-01 -1.07018423e-01 2.39684059e-01 -1.10933725e-01
-6.63663785e-03 6.09578379e-02]
[ -7.99805561e-02 -1.15896604e-01 4.42943786e-03 -1.29802388e-01
-9.62416147e-02 1.10023294e-02 2.24579948e-01 -1.02329360e-01
-8.99576312e-04 -1.10862162e-01]
[ -1.21087670e-01 -2.21012298e-01 -6.91312709e-02 1.39087291e-02
3.24846915e-01 9.89998751e-02 1.70666314e-01 -1.59479483e-02
-1.64475173e-01 -2.06284072e-01]
[ -1.58491755e-01 2.46325477e-03 6.12091448e-02 1.96649565e-02
-1.69162142e-01 -2.18999136e-01 -1.75002712e-01 -1.97228216e-01
8.49337281e-02 1.71597140e-01]
[ -2.84248292e-01 -3.48720462e-01 9.46063184e-02 2.14214941e-01
-1.43581418e-01 -6.39481925e-02 1.05098358e-01 -2.61218998e-01
-2.75515466e-01 -9.15819097e-02]
[ 9.65543476e-02 -2.07406286e-01 -2.45974985e-02 1.10971494e-01
-5.78686193e-02 -8.70154697e-02 2.58733847e-01 2.09593767e-03
2.15075216e-02 -3.30788487e-03]
[ 4.03194891e-02 -1.08095950e-01 -2.09552084e-01 1.55106282e-01
-8.75517377e-02 8.02598505e-02 -3.67191066e-02 -1.96729538e-02
-8.41917366e-02 6.70040502e-04]
[ -1.22161703e-01 -9.55103122e-02 -2.02203951e-01 1.56617306e-01
4.07271557e-03 1.34009695e-01 2.08308055e-02 -2.50851054e-01
7.14196761e-02 -1.96776667e-01]
[ -6.04582712e-02 -4.49379314e-02 2.78835519e-01 1.11886423e-01
8.54058311e-02 -6.45255372e-02 -1.25123879e-01 1.21373197e-01
8.46837787e-02 4.98574513e-02]
[ 6.47350803e-02 -7.17271833e-03 8.98814751e-02 9.57447417e-02
7.98597673e-03 -1.89391773e-02 1.94846550e-01 1.20678789e-01
-2.01343500e-02 -5.08586733e-02]
[ 9.27868064e-03 -1.44307186e-01 -2.92573439e-01 -5.31073095e-02
1.01985572e-01 -9.25116854e-02 1.30612725e-01 1.62673655e-01
1.06767424e-01 -3.14869577e-02]
[ 5.14360714e-02 -3.76131875e-02 -1.14723420e-01 5.14429947e-02
-1.31990799e-01 3.19220082e-01 2.71884928e-01 2.04767270e-01
-1.54704499e-01 -5.40492109e-02]
[ 4.06601522e-03 -8.80621999e-03 1.23502710e-01 1.10389002e-01
7.26562287e-03 1.04674981e-01 -9.98018897e-02 -4.15602137e-02
2.18963480e-01 8.64895523e-02]
[ 1.16906918e-01 8.37385539e-02 -4.20124005e-02 -8.85222629e-02
-1.27718157e-01 -3.32883192e-01 1.13654166e-01 9.17827947e-03
1.50822657e-01 9.86846339e-02]
[ -1.03579022e-01 -5.67626178e-02 -1.60609897e-02 2.21512575e-02
-2.64073733e-02 -2.04564515e-01 -5.30411268e-02 -2.02547589e-02
1.80401519e-02 1.26209913e-01]
[ -1.64544158e-01 -1.33839289e-01 -2.04891636e-01 -2.66038595e-02
-2.92587494e-01 2.31265986e-03 6.61177847e-02 -2.58508878e-02
-1.42333519e-02 3.50512115e-02]
[ -3.06639260e-02 -1.35440046e-01 -7.50396215e-02 -1.25812142e-01
5.25839438e-01 2.75414674e-01 6.01995749e-01 1.13068187e-01
-1.81140403e-01 -3.79016023e-01]
[ -1.58204755e-02 -4.42196310e-01 -3.04154996e-02 -7.05759817e-02
6.51069068e-01 9.96348492e-02 5.67336422e-01 9.15572444e-02
3.18461535e-02 -3.85708335e-01]
[ 1.21477044e-02 -5.00143615e-01 -4.33135615e-02 -1.04684630e-01
6.68986736e-01 2.23092215e-02 5.34825386e-01 4.87498098e-02
-3.62577866e-01 -2.18120951e-01]
[ -1.74666382e-01 -6.41436763e-01 -1.06634890e-02 -2.05509016e-01
7.77635349e-01 -9.05729956e-02 6.63222721e-01 -8.33120054e-02
-6.94647493e-02 8.44379992e-02]
[ -3.04744525e-01 -4.70814165e-01 5.28645525e-02 -5.58521582e-02
9.33309381e-01 1.44260648e-01 4.82118401e-01 4.67512643e-02
-9.52125377e-02 -1.43659830e-01]
[ -2.13285922e-01 -3.51121468e-01 2.49397935e-01 -2.49474807e-01
6.85074504e-01 -4.28271327e-02 7.33005606e-01 1.23074774e-02
-2.62667197e-01 -3.30925406e-02]
[ -1.37790031e-01 -2.51634108e-01 -1.83593832e-01 -1.09461367e-01
5.10294592e-01 -2.27823745e-01 2.05179806e-01 1.68067450e-01
-1.53534275e-02 -1.26054415e-01]
[ 1.00163707e-01 2.47636312e-01 1.59223659e-01 -1.07277250e-01
-6.78297690e-02 5.49287308e-02 -1.46226546e-01 2.81267813e-01
6.28332774e-02 1.67346769e-01]
[ 3.55723740e-01 3.60967275e-01 -7.96357496e-02 3.17992425e-01
-9.15971216e-01 -2.88923127e-01 -4.99703143e-01 1.77718563e-01
3.94014323e-01 -1.70820002e-02]
[ 4.62682573e-02 1.22061223e-01 2.53110622e-01 2.46268233e-01
-5.13113292e-02 -1.96016804e-01 -1.72218351e-01 -1.33268543e-01
-1.40406832e-01 -2.91605751e-01]
[ 1.67084823e-02 -9.00591869e-02 -1.22071586e-01 -6.47737679e-02
2.39512531e-01 4.25707687e-02 6.84849288e-03 -1.85840960e-01
2.46434864e-02 1.96700089e-01]
[ -5.91568122e-03 -6.76662134e-02 -7.02199872e-02 -6.31776800e-02
1.40662482e-03 -1.75162752e-01 9.77180011e-02 8.88013639e-03
2.74557670e-02 -7.74544826e-03]
[ 2.65882952e-02 8.04687362e-02 2.42715017e-01 6.91369570e-02
-2.17518203e-01 -1.35374599e-01 1.02027757e-01 3.88531383e-02
-1.89772011e-01 1.01500762e-01]
[ 7.89776593e-02 6.06452373e-02 1.09575132e-01 1.51637791e-02
-2.61856559e-01 6.51142544e-02 3.41553103e-02 -2.70431595e-01
-1.14925633e-02 -8.01868736e-02]
[ -4.85295498e-03 1.20582100e-01 8.63351744e-02 -2.46826450e-02
-7.68992111e-02 1.77621449e-01 7.04662206e-02 1.18574613e-01
-1.67880129e-02 1.77718321e-01]
[ 2.26744397e-01 9.47891577e-02 3.03159003e-02 8.58503970e-02
8.83692160e-04 -2.59119276e-02 -1.99087234e-01 1.48740352e-01
-5.04777700e-02 -1.48235345e-02]
[ 4.75319291e-02 2.74427763e-02 1.86061463e-02 4.69240753e-02
-4.43370848e-01 -1.24967163e-01 -2.29353317e-01 4.13627471e-02
1.22949375e-01 1.97362283e-01]
[ 6.14053689e-02 5.08876055e-01 1.28948076e-01 4.41640414e-01
-1.25504135e+00 -3.05858121e-01 -5.84533797e-01 -7.05965577e-02
3.03842397e-01 3.47641210e-01]
[ 1.77722053e-01 4.94055629e-01 6.72486030e-02 4.30818130e-01
-1.01450707e+00 -8.29647677e-02 -4.30969695e-01 1.51092880e-01
2.13857612e-01 4.79185649e-01]
[ 2.51487931e-01 3.27591981e-01 2.46871958e-01 1.51123514e-01
-4.93990777e-01 7.98817363e-02 -2.29359455e-01 1.62475868e-01
2.42636642e-01 8.16634617e-02]
[ -7.03512987e-02 2.43670645e-01 2.42357748e-01 2.12399179e-02
-7.11592513e-02 1.29226843e-01 -1.20567443e-01 -1.48016441e-02
-2.88909021e-02 5.48842874e-02]
[ -9.97769370e-02 7.05140581e-03 2.40886307e-02 9.21340372e-02
-6.16872641e-02 1.16070404e-01 2.38358263e-01 1.98339877e-02
-2.75382241e-01 -9.38360682e-02]
[ -2.22640435e-01 -3.79108934e-02 -9.43838253e-02 -3.46044236e-01
1.85960551e-01 1.19593303e-01 1.10558251e-01 1.03159589e-01
-2.08098406e-01 3.15436472e-02]
[ 9.12615263e-03 -4.16228541e-01 -1.28219627e-01 -1.62633966e-01
3.74142676e-01 2.56466448e-02 1.98182332e-01 1.52218651e-01
-1.66410717e-01 -2.23469321e-01]
[ 9.89579052e-02 -2.52597031e-01 -1.61365315e-01 -3.57833824e-02
-6.24783475e-02 -4.15012279e-02 1.27616648e-01 -1.56413722e-01
1.05016835e-01 -1.74279011e-01]
[ -1.16123634e-01 2.62535127e-02 2.65168839e-01 -1.43998548e-03
1.59026770e-01 7.84002843e-02 6.98234833e-02 -2.97074002e-01
-1.08697980e-01 -5.55681602e-02]
[ -3.41579515e-01 3.78955676e-03 1.73036082e-02 -1.68998439e-02
1.48212660e-01 -1.78135778e-01 2.09342419e-02 2.34696602e-01
-7.69925044e-02 8.23654174e-02]
[ 1.50361894e-01 -8.69023958e-03 -2.31276842e-01 -7.06396214e-02
1.04735501e-01 -3.02124828e-01 8.32309183e-02 -1.66352286e-01
8.81454439e-03 -1.77519251e-01]
[ 2.19463767e-01 -2.01944756e-01 6.77113782e-02 -1.09106424e-02
7.06321886e-02 -4.10001790e-02 4.73356186e-02 -1.35793101e-01
1.21860117e-01 -1.66294792e-01]
[ -1.05471932e-01 -8.49335660e-02 1.21286065e-01 1.08498256e-01
2.69910955e-02 -1.14603490e-01 2.58553138e-01 -7.84847471e-02
1.81021617e-01 -3.21077260e-03]
[ -3.06654045e-02 -2.07672925e-01 1.87078575e-01 -2.91281019e-01
-1.92754818e-01 1.28235676e-01 1.04345695e-01 -1.21817754e-01
-3.30561048e-03 1.92142325e-01]]
[[ 0.63933988]
[ 1.74668927]
[ 0.24289113]
[ 0.8860289 ]
[-2.75831249]
[-0.26038405]
[-1.7556754 ]
[ 0.08609831]
[ 0.70364186]
[ 0.89317465]]
Progress: 45.9% ... Training loss: 0.266 ... Validation loss: 0.443[[ 1.66798362e-01 2.62223384e-01 -1.02744399e-01 1.13307699e-01
-5.05050835e-01 -7.22516952e-02 -8.49401129e-02 1.20774894e-01
-4.89641872e-02 2.07926665e-01]
[ 8.95794424e-03 1.28571257e-01 -2.09797559e-02 4.08304007e-02
9.53777582e-02 -5.04183021e-03 3.34124706e-01 4.04646253e-02
1.38387751e-01 -3.33696415e-02]
[ 2.05876704e-01 7.90108810e-01 1.46658840e-02 -4.23282433e-02
7.29356412e-01 -2.47224937e-02 -9.37323933e-01 -4.03034902e-02
6.25731803e-02 2.99243053e-01]
[ 5.43718216e-02 -4.06651043e-01 -1.92858419e-01 1.99963587e-01
3.33008639e-03 1.26615596e-01 2.27541544e-01 6.49902075e-02
1.35574078e-01 3.03454868e-01]
[ -2.75213126e-02 7.00690682e-02 -1.49663971e-01 3.88635735e-02
-5.80902538e-02 -1.80054861e-01 9.35515829e-02 -1.17404452e-01
-1.97485254e-01 -5.31710879e-02]
[ -3.97359672e-01 -6.66355003e-01 -3.02515373e-01 1.48766260e-01
-1.62894691e-01 4.22158620e-02 3.71838913e-01 -3.99034642e-02
-3.25864053e-02 -3.53364873e-02]
[ -6.86040006e-03 -2.57255065e-01 8.96351001e-03 8.89259803e-02
-2.68902134e-02 -7.07329789e-02 1.90486294e-01 -1.91761484e-01
1.96817300e-01 3.66086335e-02]
[ 1.07890320e-01 -2.79688533e-01 3.14967556e-02 -7.44463696e-02
-7.62703747e-03 -4.80029575e-02 8.82641054e-02 1.17602710e-01
7.87656575e-02 -2.14049840e-02]
[ -1.76766201e-01 -1.83210450e-01 -3.02478942e-01 -2.00544820e-02
-5.59753003e-02 6.81905948e-02 -9.67447121e-02 -2.95750346e-02
2.67745153e-01 -1.32847199e-01]
[ 2.38688513e-02 -4.50269486e-01 7.37481872e-02 -2.11059905e-02
-2.21326795e-01 -1.06414206e-01 2.41328519e-01 -1.11121464e-01
-7.81368460e-03 5.94187939e-02]
[ -8.06786554e-02 -1.17677114e-01 4.18883082e-03 -1.30708623e-01
-9.37832042e-02 1.12538713e-02 2.26413982e-01 -1.02411634e-01
-1.64088839e-03 -1.11742080e-01]
[ -1.20951071e-01 -2.20410287e-01 -6.90563021e-02 1.41074655e-02
3.24656271e-01 9.89369851e-02 1.70026090e-01 -1.59280344e-02
-1.64316831e-01 -2.06117537e-01]
[ -1.58491755e-01 2.46325477e-03 6.12091448e-02 1.96649565e-02
-1.69162142e-01 -2.18999136e-01 -1.75002712e-01 -1.97228216e-01
8.49337281e-02 1.71597140e-01]
[ -2.84463440e-01 -3.49115605e-01 9.45229789e-02 2.13916365e-01
-1.43397590e-01 -6.38746514e-02 1.05442954e-01 -2.61244445e-01
-2.75728101e-01 -9.18347354e-02]
[ 9.61477574e-02 -2.07916802e-01 -2.47571719e-02 1.10403157e-01
-5.68186112e-02 -8.68381510e-02 2.59247638e-01 2.03974358e-03
2.10376466e-02 -3.89655391e-03]
[ 3.97345039e-02 -1.09493710e-01 -2.09764213e-01 1.54321300e-01
-8.61372660e-02 8.04836757e-02 -3.52364650e-02 -1.97411383e-02
-8.47870012e-02 -4.99646632e-05]
[ -1.21676354e-01 -9.42778165e-02 -2.02015645e-01 1.57275104e-01
3.13016610e-03 1.33819564e-01 1.94511597e-02 -2.50788873e-01
7.19523105e-02 -1.96054524e-01]
[ -6.05219642e-02 -4.49843778e-02 2.78818079e-01 1.11818204e-01
8.55907515e-02 -6.45012061e-02 -1.25077218e-01 1.21364985e-01
8.46275822e-02 4.98498446e-02]
[ 6.51106019e-02 -5.85927025e-03 8.99979017e-02 9.61291680e-02
6.75926383e-03 -1.90530155e-02 1.93448216e-01 1.20716764e-01
-1.98212631e-02 -5.04843527e-02]
[ 9.77046422e-03 -1.43275647e-01 -2.92392050e-01 -5.24476259e-02
9.94114801e-02 -9.26651615e-02 1.29525596e-01 1.62732811e-01
1.07298878e-01 -3.09724709e-02]
[ 5.13820106e-02 -3.80107808e-02 -1.14757776e-01 5.12178746e-02
-1.32058501e-01 3.19276158e-01 2.72206135e-01 2.04743095e-01
-1.54902423e-01 -5.43054659e-02]
[ 2.91458057e-03 -1.22904502e-02 1.23008774e-01 1.08588444e-01
1.22055325e-02 1.05227935e-01 -9.64427487e-02 -4.17409108e-02
2.17737313e-01 8.49764334e-02]
[ 1.16376134e-01 8.24870336e-02 -4.21955793e-02 -8.92617419e-02
-1.25627938e-01 -3.32683938e-01 1.14874969e-01 9.10808808e-03
1.50246604e-01 9.79413684e-02]
[ -1.03579022e-01 -5.67626178e-02 -1.60609897e-02 2.21512575e-02
-2.64073733e-02 -2.04564515e-01 -5.30411268e-02 -2.02547589e-02
1.80401519e-02 1.26209913e-01]
[ -1.64344542e-01 -1.33198576e-01 -2.04832793e-01 -2.63448174e-02
-2.92857425e-01 2.25567266e-03 6.55323224e-02 -2.58272007e-02
-1.40364268e-02 3.52695790e-02]
[ -3.05963444e-02 -1.35348140e-01 -7.50142379e-02 -1.25713672e-01
5.25582023e-01 2.75386290e-01 6.01901332e-01 1.13078013e-01
-1.81061718e-01 -3.78922040e-01]
[ -1.59348100e-02 -4.42384245e-01 -3.04632138e-02 -7.07482181e-02
6.51448606e-01 9.96848418e-02 5.67473412e-01 9.15410652e-02
3.17154737e-02 -3.85845773e-01]
[ 1.19376494e-02 -5.00831575e-01 -4.34030269e-02 -1.05005163e-01
6.69687159e-01 2.24042505e-02 5.35450176e-01 4.87177753e-02
-3.62840840e-01 -2.18451920e-01]
[ -1.74933021e-01 -6.42026590e-01 -1.07696402e-02 -2.05896248e-01
7.78689637e-01 -9.04619882e-02 6.64040796e-01 -8.33493903e-02
-6.97148018e-02 8.40997959e-02]
[ -3.04670837e-01 -4.70659239e-01 5.28948066e-02 -5.57546897e-02
9.33298832e-01 1.44231314e-01 4.81950189e-01 4.67612974e-02
-9.51284806e-02 -1.43553289e-01]
[ -2.13413849e-01 -3.51265776e-01 2.49348162e-01 -2.49654764e-01
6.85470016e-01 -4.27742999e-02 7.33147007e-01 1.22897436e-02
-2.62809359e-01 -3.32685141e-02]
[ -1.37511976e-01 -2.51001834e-01 -1.83487993e-01 -1.09078281e-01
5.09342290e-01 -2.27927020e-01 2.04523786e-01 1.68104949e-01
-1.50488276e-02 -1.25672302e-01]
[ 9.98452946e-02 2.46732846e-01 1.59100375e-01 -1.07762531e-01
-6.64259675e-02 5.50707166e-02 -1.45220072e-01 2.81218029e-01
6.24613709e-02 1.67004099e-01]
[ 3.55125196e-01 3.58636992e-01 -7.99285954e-02 3.16976179e-01
-9.12970546e-01 -2.88574549e-01 -4.97654603e-01 1.77607186e-01
3.93315059e-01 -1.80634029e-02]
[ 4.65584946e-02 1.22795385e-01 2.53245513e-01 2.46746264e-01
-5.25069006e-02 -1.96162294e-01 -1.73034878e-01 -1.33220511e-01
-1.40024569e-01 -2.91156935e-01]
[ 1.63074545e-02 -9.11097944e-02 -1.22223583e-01 -6.53358979e-02
2.40738873e-01 4.27389214e-02 7.71202172e-03 -1.85896160e-01
2.42020278e-02 1.96167764e-01]
[ -5.78093912e-03 -6.72129488e-02 -7.01696184e-02 -6.30000681e-02
7.70449084e-04 -1.75219611e-01 9.73288181e-02 8.89827995e-03
2.76019907e-02 -7.58269550e-03]
[ 2.68121698e-02 8.12700184e-02 2.42820807e-01 6.94795135e-02
-2.18489602e-01 -1.35465186e-01 1.01169185e-01 3.88867521e-02
-1.89503647e-01 1.01847942e-01]
[ 7.84579302e-02 5.95581900e-02 1.09353576e-01 1.43497798e-02
-2.60029867e-01 6.53473219e-02 3.51418964e-02 -2.70505788e-01
-1.21192988e-02 -8.09168583e-02]
[ -4.62235594e-03 1.21030396e-01 8.64295479e-02 -2.43679620e-02
-7.80706567e-02 1.77515655e-01 6.98292784e-02 1.18610101e-01
-1.65221491e-02 1.78055023e-01]
[ 2.26015345e-01 9.33363692e-02 2.99933102e-02 8.46356843e-02
4.08138218e-03 -2.55689224e-02 -1.97772814e-01 1.48622223e-01
-5.14282452e-02 -1.60145514e-02]
[ 4.71631483e-02 2.65433762e-02 1.84574448e-02 4.63778032e-02
-4.41793325e-01 -1.24817111e-01 -2.28465554e-01 4.13129832e-02
1.22514283e-01 1.96807394e-01]
[ 6.13544828e-02 5.08919893e-01 1.28921157e-01 4.41537696e-01
-1.25579240e+00 -3.05836001e-01 -5.84341492e-01 -7.06044090e-02
3.03745757e-01 3.47576336e-01]
[ 1.79020989e-01 4.96945940e-01 6.77600972e-02 4.32683360e-01
-1.01922557e+00 -8.34693087e-02 -4.33790795e-01 1.51267306e-01
2.15335904e-01 4.80949085e-01]
[ 2.51497029e-01 3.27899977e-01 2.46896627e-01 1.51186939e-01
-4.94341047e-01 7.98584182e-02 -2.29540596e-01 1.62483384e-01
2.42662163e-01 8.17198385e-02]
[ -7.06536177e-02 2.43103976e-01 2.42252978e-01 2.08035392e-02
-6.99441533e-02 1.29352119e-01 -1.19991545e-01 -1.48451207e-02
-2.92400638e-02 5.44686821e-02]
[ -9.99171940e-02 6.83029321e-03 2.40293702e-02 9.19168154e-02
-6.14435583e-02 1.16140954e-01 2.38577600e-01 1.98124627e-02
-2.75511754e-01 -9.40755034e-02]
[ -2.22671454e-01 -3.78216422e-02 -9.44018726e-02 -3.46096858e-01
1.86076310e-01 1.19610078e-01 1.10469172e-01 1.03154206e-01
-2.08137899e-01 3.14701590e-02]
[ 9.24389761e-03 -4.16019658e-01 -1.28178703e-01 -1.62471308e-01
3.73602681e-01 2.55986700e-02 1.97915687e-01 1.52233990e-01
-1.66278993e-01 -2.23311374e-01]
[ 9.76274959e-02 -2.57107676e-01 -1.61971344e-01 -3.79641734e-02
-5.70758774e-02 -4.08075602e-02 1.31831184e-01 -1.56637894e-01
1.03428377e-01 -1.76379896e-01]
[ -1.16089567e-01 2.63518787e-02 2.65159240e-01 -1.45363964e-03
1.58751863e-01 7.84082765e-02 6.93813165e-02 -2.97071152e-01
-1.08680862e-01 -5.55544661e-02]
[ -3.40671564e-01 5.75986435e-03 1.76933020e-02 -1.55593257e-02
1.44602970e-01 -1.78508397e-01 1.89036331e-02 2.34822625e-01
-7.59027757e-02 8.35154344e-02]
[ 1.49707798e-01 -1.01237074e-02 -2.31546834e-01 -7.16699131e-02
1.06622906e-01 -3.01840824e-01 8.46304774e-02 -1.66448821e-01
7.98483082e-03 -1.78565229e-01]
[ 2.19760025e-01 -2.00105588e-01 6.78621011e-02 -1.04166617e-02
6.96631871e-02 -4.11718009e-02 4.58778348e-02 -1.35744051e-01
1.22244569e-01 -1.65710039e-01]
[ -1.05566428e-01 -8.47568798e-02 1.21226460e-01 1.08290544e-01
2.78090030e-02 -1.14531352e-01 2.58368942e-01 -7.85018211e-02
1.80862513e-01 -3.37821899e-03]
[ -3.12791056e-02 -2.09078353e-01 1.86844295e-01 -2.92207389e-01
-1.91226634e-01 1.28514982e-01 1.05684624e-01 -1.21907995e-01
-3.97964976e-03 1.91455744e-01]]
[[ 0.63200505]
[ 1.74357923]
[ 0.23793481]
[ 0.88053157]
[-2.76282597]
[-0.26641445]
[-1.76208076]
[ 0.08072982]
[ 0.69663885]
[ 0.88680802]]
Progress: 46.0% ... Training loss: 0.264 ... Validation loss: 0.442[[ 1.65578524e-01 2.58465648e-01 -1.03287758e-01 1.11194957e-01
-4.98870603e-01 -7.16599201e-02 -8.31076641e-02 1.20587420e-01
-5.04221396e-02 2.06319369e-01]
[ 8.95794424e-03 1.28571257e-01 -2.09797559e-02 4.08304007e-02
9.53777582e-02 -5.04183021e-03 3.34124706e-01 4.04646253e-02
1.38387751e-01 -3.33696415e-02]
[ 2.01890885e-01 7.81109507e-01 1.31045451e-02 -4.85440639e-02
7.47796105e-01 -2.29757303e-02 -9.31270064e-01 -4.08604940e-02
5.79559200e-02 2.93772322e-01]
[ 5.71756818e-02 -4.01755737e-01 -1.91755584e-01 2.04092101e-01
-7.11759409e-03 1.25336464e-01 2.22876657e-01 6.53563991e-02
1.38701414e-01 3.07353417e-01]
[ -2.67171955e-02 7.21749205e-02 -1.49409090e-01 3.98881644e-02
-6.14326757e-02 -1.80277286e-01 9.23202318e-02 -1.17298127e-01
-1.96556410e-01 -5.19327319e-02]
[ -3.97825924e-01 -6.67383017e-01 -3.02738330e-01 1.48014975e-01
-1.62466827e-01 4.24440106e-02 3.72763883e-01 -3.99672076e-02
-3.31960281e-02 -3.60670817e-02]
[ -6.72779363e-03 -2.57251772e-01 9.02331721e-03 8.90158764e-02
-2.78331127e-02 -7.07434877e-02 1.89762412e-01 -1.91743539e-01
1.96940885e-01 3.69937310e-02]
[ 1.06447835e-01 -2.83515279e-01 3.08864899e-02 -7.68215222e-02
-1.90476230e-03 -4.73773865e-02 9.05692029e-02 1.17388955e-01
7.70429919e-02 -2.34987705e-02]
[ -1.77076332e-01 -1.84193606e-01 -3.02598673e-01 -2.04788344e-02
-5.56302103e-02 6.83059695e-02 -9.58966973e-02 -2.96161348e-02
2.67460482e-01 -1.33326215e-01]
[ 2.23190960e-02 -4.54441102e-01 7.30663439e-02 -2.37598653e-02
-2.16054539e-01 -1.05692207e-01 2.43311659e-01 -1.11346126e-01
-9.64640864e-03 5.72026758e-02]
[ -8.17970629e-02 -1.20403952e-01 3.75750268e-03 -1.32328689e-01
-9.08520879e-02 1.17399453e-02 2.28885834e-01 -1.02561861e-01
-2.92639987e-03 -1.13254451e-01]
[ -1.20369170e-01 -2.19346457e-01 -6.88362777e-02 1.49205122e-02
3.22005228e-01 9.86874976e-02 1.68925298e-01 -1.58537997e-02
-1.63691969e-01 -2.05307347e-01]
[ -1.58491755e-01 2.46325477e-03 6.12091448e-02 1.96649565e-02
-1.69162142e-01 -2.18999136e-01 -1.75002712e-01 -1.97228216e-01
8.49337281e-02 1.71597140e-01]
[ -2.85138144e-01 -3.50364089e-01 9.42241018e-02 2.12866104e-01
-1.42481370e-01 -6.35556203e-02 1.06823995e-01 -2.61335623e-01
-2.76595561e-01 -9.28553612e-02]
[ 9.61261068e-02 -2.07982486e-01 -2.47607535e-02 1.10384630e-01
-5.63168469e-02 -8.68326590e-02 2.59281115e-01 2.03844487e-03
2.10376558e-02 -3.94863422e-03]
[ 3.97073113e-02 -1.09883967e-01 -2.09782578e-01 1.54272428e-01
-8.62446704e-02 8.04911284e-02 -3.50666271e-02 -1.97426369e-02
-8.48154830e-02 -7.26498865e-05]
[ -1.21240979e-01 -9.38537754e-02 -2.01844365e-01 1.57859461e-01
2.03372681e-03 1.33687952e-01 1.88046094e-02 -2.50735891e-01
7.24334965e-02 -1.95404146e-01]
[ -6.03831778e-02 -4.47022879e-02 2.78876584e-01 1.11983064e-01
8.45301969e-02 -6.45721090e-02 -1.25764097e-01 1.21385217e-01
8.47920446e-02 5.02086794e-02]
[ 6.42828898e-02 -7.15024505e-03 8.96917984e-02 9.48985163e-02
9.19068030e-03 -1.86910996e-02 1.94367448e-01 1.20609749e-01
-2.08069625e-02 -5.16878624e-02]
[ 7.75971941e-03 -1.48645362e-01 -2.93236638e-01 -5.56432281e-02
1.08778012e-01 -9.17604183e-02 1.33658395e-01 1.62448594e-01
1.04936681e-01 -3.38033767e-02]
[ 5.20384736e-02 -3.66239706e-02 -1.14497560e-01 5.22010307e-02
-1.35286720e-01 3.18966776e-01 2.70763199e-01 2.04820145e-01
-1.54148300e-01 -5.34401090e-02]
[ 3.65334166e-03 -1.03597839e-02 1.23287009e-01 1.09611514e-01
8.90781553e-03 1.04912974e-01 -9.84025528e-02 -4.16418195e-02
2.18506219e-01 8.60065301e-02]
[ 1.15572145e-01 8.05246159e-02 -4.24969751e-02 -9.03820225e-02
-1.23496328e-01 -3.32365121e-01 1.16994093e-01 9.00297003e-03
1.49486918e-01 9.68204469e-02]
[ -1.03493500e-01 -5.66848419e-02 -1.60295073e-02 2.22775049e-02
-2.67379523e-02 -2.04600745e-01 -5.31745810e-02 -2.02433908e-02
1.81358633e-02 1.26328472e-01]
[ -1.64119721e-01 -1.32807050e-01 -2.04752748e-01 -2.60232064e-02
-2.93531725e-01 2.15989674e-03 6.50006349e-02 -2.57982508e-02
-1.37906748e-02 3.55787821e-02]
[ -3.09996915e-02 -1.36768965e-01 -7.51734594e-02 -1.26324780e-01
5.27120563e-01 2.75555403e-01 6.03272889e-01 1.13022811e-01
-1.81551466e-01 -3.79539092e-01]
[ -1.58746699e-02 -4.42457556e-01 -3.04379778e-02 -7.06688730e-02
6.51073236e-01 9.96570402e-02 5.67548469e-01 9.15506332e-02
3.17819536e-02 -3.85761257e-01]
[ 1.19732414e-02 -5.00764656e-01 -4.33890567e-02 -1.04953643e-01
6.69552268e-01 2.23886078e-02 5.35371936e-01 4.87224895e-02
-3.62799894e-01 -2.18400640e-01]
[ -1.74927598e-01 -6.42083493e-01 -1.07672572e-02 -2.05890717e-01
7.78703364e-01 -9.04615596e-02 6.64066616e-01 -8.33478188e-02
-6.97139635e-02 8.41439432e-02]
[ -3.04564730e-01 -4.70460538e-01 5.29342240e-02 -5.56112358e-02
9.32958574e-01 1.44186715e-01 4.81683090e-01 4.67748255e-02
-9.50126225e-02 -1.43413995e-01]
[ -2.13660625e-01 -3.51927153e-01 2.49254440e-01 -2.49995776e-01
6.86301613e-01 -4.26693145e-02 7.33825129e-01 1.22576194e-02
-2.63080546e-01 -3.36160259e-02]
[ -1.37206963e-01 -2.50288056e-01 -1.83378041e-01 -1.08639265e-01
5.08209749e-01 -2.28057843e-01 2.03705304e-01 1.68142903e-01
-1.47140949e-02 -1.25240651e-01]
[ 1.01091882e-01 2.49469736e-01 1.59571755e-01 -1.06028215e-01
-7.14054865e-02 5.45351400e-02 -1.48333929e-01 2.81373279e-01
6.38123483e-02 1.68699882e-01]
[ 3.54009864e-01 3.55631091e-01 -8.04110348e-02 3.15117178e-01
-9.08202438e-01 -2.88072021e-01 -4.95105861e-01 1.77438189e-01
3.92056530e-01 -1.98775675e-02]
[ 4.66235108e-02 1.22850024e-01 2.53266745e-01 2.46815217e-01
-5.25771020e-02 -1.96184530e-01 -1.73162394e-01 -1.33212200e-01
-1.39956486e-01 -2.91094269e-01]
[ 1.58885983e-02 -9.22319459e-02 -1.22377535e-01 -6.59310658e-02
2.42380047e-01 4.29092973e-02 8.72453113e-03 -1.85949139e-01
2.37524990e-02 1.95674184e-01]
[ -5.14366567e-03 -6.58238220e-02 -6.99165096e-02 -6.20803263e-02
-1.52458577e-03 -1.75487466e-01 9.58321547e-02 8.98156375e-03
2.82397321e-02 -6.72115533e-03]
[ 2.72711837e-02 8.29492681e-02 2.42984040e-01 7.01226534e-02
-2.20449424e-01 -1.35679903e-01 9.94465530e-02 3.89492323e-02
-1.88981945e-01 1.02481612e-01]
[ 7.80299807e-02 5.86543993e-02 1.09176499e-01 1.36912772e-02
-2.58446891e-01 6.55326350e-02 3.61070095e-02 -2.70562057e-01
-1.26326988e-02 -8.15952290e-02]
[ -4.56470073e-03 1.21167646e-01 8.64318635e-02 -2.43808695e-02
-7.86746488e-02 1.77503963e-01 6.95537580e-02 1.18613285e-01
-1.65049531e-02 1.78070609e-01]
[ 2.25122749e-01 9.11723483e-02 2.96428305e-02 8.32930323e-02
7.36586001e-03 -2.51671225e-02 -1.95958046e-01 1.48508599e-01
-5.24874238e-02 -1.72845599e-02]
[ 4.69846027e-02 2.60828240e-02 1.83877357e-02 4.61575897e-02
-4.40847268e-01 -1.24741641e-01 -2.28013407e-01 4.12898774e-02
1.22315541e-01 1.96579366e-01]
[ 6.11136241e-02 5.08363204e-01 1.28814702e-01 4.41091530e-01
-1.25473772e+00 -3.05674872e-01 -5.84257878e-01 -7.06410169e-02
3.03435290e-01 3.47343515e-01]
[ 1.77560312e-01 4.93484111e-01 6.71669811e-02 4.30515710e-01
-1.01436436e+00 -8.28089988e-02 -4.30542632e-01 1.51067031e-01
2.13662674e-01 4.79043702e-01]
[ 2.52040769e-01 3.29639359e-01 2.47171221e-01 1.52197517e-01
-4.98142866e-01 7.95634010e-02 -2.31079985e-01 1.62569839e-01
2.43461953e-01 8.26648539e-02]
[ -7.08155666e-02 2.42691049e-01 2.42190638e-01 2.05663686e-02
-6.94491623e-02 1.29423831e-01 -1.19609564e-01 -1.48671506e-02
-2.94237551e-02 5.42397652e-02]
[ -1.00041809e-01 6.50470062e-03 2.39809619e-02 9.17470932e-02
-6.09886995e-02 1.16194280e-01 2.38888095e-01 1.97965676e-02
-2.75646181e-01 -9.42502433e-02]
[ -2.22588009e-01 -3.76142816e-02 -9.43654711e-02 -3.45966190e-01
1.85748023e-01 1.19569028e-01 1.10241937e-01 1.03166337e-01
-2.08022001e-01 3.16078320e-02]
[ 9.22413022e-03 -4.16151707e-01 -1.28188156e-01 -1.62497194e-01
3.73704346e-01 2.56077731e-02 1.97968431e-01 1.52232013e-01
-1.66300482e-01 -2.23341918e-01]
[ 9.53969359e-02 -2.62432517e-01 -1.62961520e-01 -4.15291454e-02
-5.01846319e-02 -3.97834554e-02 1.36564101e-01 -1.56963703e-01
1.00757943e-01 -1.79803544e-01]
[ -1.16371777e-01 2.52607470e-02 2.65063809e-01 -1.81391188e-03
1.60136088e-01 7.84908534e-02 7.04570566e-02 -2.97100920e-01
-1.08964232e-01 -5.58935397e-02]
[ -3.41133088e-01 4.61313637e-03 1.75310256e-02 -1.62499121e-02
1.46199180e-01 -1.78270785e-01 1.90439711e-02 2.34753221e-01
-7.64497591e-02 8.29680911e-02]
[ 1.49487780e-01 -1.09382125e-02 -2.31635596e-01 -7.20775048e-02
1.08742196e-01 -3.01731243e-01 8.52790924e-02 -1.66480608e-01
7.72207561e-03 -1.78922048e-01]
[ 2.20359242e-01 -1.98735428e-01 6.81266051e-02 -9.51560997e-03
6.62706730e-02 -4.14526371e-02 4.42105179e-02 -1.35655427e-01
1.22959027e-01 -1.64778914e-01]
[ -1.05735265e-01 -8.53715344e-02 1.21159143e-01 1.08044242e-01
2.80804768e-02 -1.14450593e-01 2.58959830e-01 -7.85252510e-02
1.80640444e-01 -3.66289811e-03]
[ -3.06014356e-02 -2.07291277e-01 1.87090606e-01 -2.91299611e-01
-1.94544235e-01 1.28219770e-01 1.03517643e-01 -1.21817076e-01
-3.20187063e-03 1.92557883e-01]]
[[ 0.62159352]
[ 1.73088241]
[ 0.23115316]
[ 0.87202287]
[-2.77031364]
[-0.2706297 ]
[-1.76440386]
[ 0.07329758]
[ 0.687178 ]
[ 0.87798523]]
Progress: 46.0% ... Training loss: 0.266 ... Validation loss: 0.449[[ 1.67614121e-01 2.63877474e-01 -1.02512764e-01 1.13983036e-01
-5.03690982e-01 -7.24939396e-02 -8.84727012e-02 1.20810577e-01
-4.82872730e-02 2.09330255e-01]
[ 9.19484484e-03 1.29109986e-01 -2.08973986e-02 4.11458273e-02
9.44657656e-02 -5.12923226e-03 3.33536195e-01 4.04901835e-02
1.38636191e-01 -3.30750789e-02]
[ 2.01552989e-01 7.82490262e-01 1.29721139e-02 -4.92274144e-02
7.49988084e-01 -2.27623065e-02 -9.32849945e-01 -4.09293267e-02
5.75129890e-02 2.93445769e-01]
[ 5.69419214e-02 -4.03254591e-01 -1.91852618e-01 2.03851096e-01
-9.17421688e-03 1.25401005e-01 2.24155341e-01 6.53436505e-02
1.38525431e-01 3.07481132e-01]
[ -2.56678383e-02 7.29434259e-02 -1.49048508e-01 4.13929196e-02
-6.58951410e-02 -1.80729920e-01 9.20518645e-02 -1.17167637e-01
-1.95374139e-01 -5.08932247e-02]
[ -3.95997687e-01 -6.63739554e-01 -3.02032777e-01 1.50784144e-01
-1.70442396e-01 4.16245785e-02 3.69062079e-01 -3.97438479e-02
-3.11858384e-02 -3.35495191e-02]
[ -5.52443131e-03 -2.54359799e-01 9.50358953e-03 9.06957176e-02
-3.22846492e-02 -7.12791950e-02 1.87112705e-01 -1.91602699e-01
1.98306137e-01 3.88240848e-02]
[ 1.06059509e-01 -2.84514649e-01 3.07362079e-02 -7.73912929e-02
3.86409753e-04 -4.71758156e-02 9.09798200e-02 1.17328973e-01
7.65486650e-02 -2.39958974e-02]
[ -1.75653466e-01 -1.80965957e-01 -3.02071316e-01 -1.84967394e-02
-6.24743040e-02 6.76719471e-02 -9.93165332e-02 -2.94492764e-02
2.69011200e-01 -1.31296772e-01]
[ 2.61062412e-02 -4.45616337e-01 7.45009986e-02 -1.84377448e-02
-2.30344189e-01 -1.07339427e-01 2.34139949e-01 -1.10911469e-01
-5.47171993e-03 6.25615623e-02]
[ -8.22184314e-02 -1.21597155e-01 3.63122211e-03 -1.32804981e-01
-9.07057455e-02 1.19239918e-02 2.30027182e-01 -1.02615629e-01
-3.47093568e-03 -1.13765032e-01]
[ -1.19668808e-01 -2.18214303e-01 -6.85817518e-02 1.59360182e-02
3.19168509e-01 9.83630799e-02 1.67594929e-01 -1.57636117e-02
-1.62890290e-01 -2.04275421e-01]
[ -1.58491755e-01 2.46325477e-03 6.12091448e-02 1.96649565e-02
-1.69162142e-01 -2.18999136e-01 -1.75002712e-01 -1.97228216e-01
8.49337281e-02 1.71597140e-01]
[ -2.84479888e-01 -3.49222865e-01 9.45027013e-02 2.13968977e-01
-1.44868699e-01 -6.38882375e-02 1.05350166e-01 -2.61251405e-01
-2.75832702e-01 -9.18716520e-02]
[ 9.63244456e-02 -2.07532567e-01 -2.46962372e-02 1.10615218e-01
-5.70888821e-02 -8.69032668e-02 2.58913746e-01 2.06024002e-03
2.12533311e-02 -3.67799643e-03]
[ 4.09682496e-02 -1.07058147e-01 -2.09314990e-01 1.56099519e-01
-9.23466986e-02 7.99515987e-02 -3.77537842e-02 -1.95917088e-02
-8.34655100e-02 1.59037168e-03]
[ -1.20785065e-01 -9.27589659e-02 -2.01686287e-01 1.58440662e-01
4.17012677e-04 1.33505660e-01 1.77680740e-02 -2.50691735e-01
7.29065208e-02 -1.94843299e-01]
[ -6.01416111e-02 -4.43547810e-02 2.79004620e-01 1.12360868e-01
8.37202581e-02 -6.46949474e-02 -1.25963353e-01 1.21422072e-01
8.51136278e-02 5.07720993e-02]
[ 6.45272989e-02 -6.42909646e-03 8.97902416e-02 9.52619788e-02
8.35897364e-03 -1.88101836e-02 1.93677603e-01 1.20639412e-01
-2.05266603e-02 -5.13420250e-02]
[ 8.75163386e-03 -1.46255487e-01 -2.92874946e-01 -5.42631458e-02
1.05038324e-01 -9.21892197e-02 1.30940409e-01 1.62556214e-01
1.06020746e-01 -3.24798477e-02]
[ 5.13832256e-02 -3.81816326e-02 -1.14742140e-01 5.12657966e-02
-1.32668327e-01 3.19265930e-01 2.72308602e-01 2.04741888e-01
-1.54910220e-01 -5.43782997e-02]
[ 4.27624438e-03 -8.44785521e-03 1.23520654e-01 1.10488959e-01
6.85633340e-03 1.04667404e-01 -1.00351979e-01 -4.15724309e-02
2.19107589e-01 8.69977754e-02]
[ 1.15143740e-01 7.92522242e-02 -4.26518261e-02 -9.10034896e-02
-1.22537012e-01 -3.32203019e-01 1.18333220e-01 8.95180742e-03
1.49114235e-01 9.62437835e-02]
[ -1.02878997e-01 -5.57502388e-02 -1.58056076e-02 2.31526178e-02
-2.93198273e-02 -2.04871427e-01 -5.46092064e-02 -2.01710630e-02
1.87685532e-02 1.27205049e-01]
[ -1.64258671e-01 -1.33030115e-01 -2.04804916e-01 -2.62208316e-02
-2.93196664e-01 2.22307206e-03 6.53114037e-02 -2.58147069e-02
-1.39457822e-02 3.53950452e-02]
[ -3.10922190e-02 -1.37065301e-01 -7.52103507e-02 -1.26462981e-01
5.27385394e-01 2.75597646e-01 6.03589741e-01 1.13010797e-01
-1.81649711e-01 -3.79668897e-01]
[ -1.55397649e-02 -4.41956238e-01 -3.03140728e-02 -7.02007033e-02
6.49656683e-01 9.95139575e-02 5.66890570e-01 9.15903364e-02
3.21356474e-02 -3.85304046e-01]
[ 1.24440340e-02 -5.00146603e-01 -4.31956089e-02 -1.04176337e-01
6.67636768e-01 2.21464993e-02 5.34606557e-01 4.87873253e-02
-3.62239455e-01 -2.17687465e-01]
[ -1.74889208e-01 -6.42108238e-01 -1.07546216e-02 -2.05826994e-01
7.78495807e-01 -9.04798610e-02 6.64088365e-01 -8.33427097e-02
-6.96666417e-02 8.42054989e-02]
[ -3.04540727e-01 -4.70396035e-01 5.29413001e-02 -5.55784699e-02
9.32897181e-01 1.44178570e-01 4.81561362e-01 4.67780352e-02
-9.50089293e-02 -1.43384187e-01]
[ -2.13348300e-01 -3.51528848e-01 2.49381030e-01 -2.49522128e-01
6.85162091e-01 -4.28180816e-02 7.33326897e-01 1.22980548e-02
-2.62713034e-01 -3.31677702e-02]
[ -1.36940236e-01 -2.49820428e-01 -1.83280171e-01 -1.08238937e-01
5.07112576e-01 -2.28182614e-01 2.03138321e-01 1.68176326e-01
-1.44044362e-02 -1.24852976e-01]
[ 1.00746122e-01 2.48439314e-01 1.59446547e-01 -1.06541925e-01
-6.92191669e-02 5.47033238e-02 -1.47291577e-01 2.81321248e-01
6.34196196e-02 1.68402921e-01]
[ 3.53714175e-01 3.55485302e-01 -8.04692035e-02 3.14754243e-01
-9.08244539e-01 -2.87972102e-01 -4.94553999e-01 1.77408675e-01
3.91808471e-01 -2.02630371e-02]
[ 4.69611736e-02 1.23559648e-01 2.53384451e-01 2.47235188e-01
-5.32220927e-02 -1.96312543e-01 -1.73835775e-01 -1.33178111e-01
-1.39601499e-01 -2.90700383e-01]
[ 1.62095248e-02 -9.19271599e-02 -1.22252313e-01 -6.54386015e-02
2.40955467e-01 4.27486617e-02 8.12532084e-03 -1.85909149e-01
2.41118124e-02 1.96225128e-01]
[ -5.26737397e-03 -6.62713289e-02 -6.99686843e-02 -6.22643070e-02
-1.00189929e-03 -1.75428966e-01 9.62503257e-02 8.96572023e-03
2.80930867e-02 -6.90962947e-03]
[ 2.85690085e-02 8.63672620e-02 2.43467108e-01 7.19524363e-02
-2.25096043e-01 -1.36241591e-01 9.61191564e-02 3.90980081e-02
-1.87586173e-01 1.04330317e-01]
[ 7.84003288e-02 5.94790466e-02 1.09319088e-01 1.42524853e-02
-2.59233224e-01 6.53645249e-02 3.51116582e-02 -2.70522845e-01
-1.22415070e-02 -8.10430491e-02]
[ -4.81640742e-03 1.20856006e-01 8.63474508e-02 -2.47190682e-02
-7.80083978e-02 1.77618887e-01 6.98970662e-02 1.18582579e-01
-1.67894914e-02 1.77704226e-01]
[ 2.26352558e-01 9.44953221e-02 3.01006835e-02 8.50093382e-02
2.16995818e-03 -2.56981458e-02 -1.99200047e-01 1.48653694e-01
-5.11755166e-02 -1.56323591e-02]
[ 4.70523092e-02 2.63444785e-02 1.84048809e-02 4.62312576e-02
-4.41570361e-01 -1.24758966e-01 -2.28277689e-01 4.12951193e-02
1.22371565e-01 1.96624271e-01]
[ 6.05550110e-02 5.06798495e-01 1.28600088e-01 4.40268022e-01
-1.25312186e+00 -3.05430556e-01 -5.82702085e-01 -7.07054333e-02
3.02809447e-01 3.46545952e-01]
[ 1.77560312e-01 4.93484111e-01 6.71669811e-02 4.30515710e-01
-1.01436436e+00 -8.28089988e-02 -4.30542632e-01 1.51067031e-01
2.13662674e-01 4.79043702e-01]
[ 2.52187551e-01 3.30174580e-01 2.47224370e-01 1.52408619e-01
-4.99006240e-01 7.95081776e-02 -2.31487469e-01 1.62586242e-01
2.43612094e-01 8.28662903e-02]
[ -7.09465035e-02 2.42542911e-01 2.42130349e-01 2.03374420e-02
-6.91793813e-02 1.29495801e-01 -1.19444949e-01 -1.48864039e-02
-2.95861601e-02 5.40310155e-02]
[ -1.00088070e-01 6.30310125e-03 2.39619189e-02 9.16691008e-02
-6.07086661e-02 1.16217553e-01 2.39079642e-01 1.97903407e-02
-2.75704593e-01 -9.43193279e-02]
[ -2.22445476e-01 -3.73414288e-02 -9.43127904e-02 -3.45759912e-01
1.85247061e-01 1.19509402e-01 1.09884081e-01 1.03184332e-01
-2.07866231e-01 3.17910447e-02]
[ 9.77473643e-03 -4.14916668e-01 -1.27985392e-01 -1.61695125e-01
3.71584210e-01 2.53636728e-02 1.96478634e-01 1.52299578e-01
-1.65669200e-01 -2.22544349e-01]
[ 9.70793521e-02 -2.58787775e-01 -1.62347326e-01 -3.91730008e-02
-5.70052362e-02 -4.05262068e-02 1.32766003e-01 -1.56774923e-01
1.02590907e-01 -1.77468239e-01]
[ -1.16333459e-01 2.53233099e-02 2.65091730e-01 -1.73213003e-03
1.59684579e-01 7.84831822e-02 7.03155524e-02 -2.97095955e-01
-1.08932751e-01 -5.58752839e-02]
[ -3.40864259e-01 4.86685244e-03 1.76570502e-02 -1.57765428e-02
1.44625835e-01 -1.78437425e-01 1.86798325e-02 2.34785376e-01
-7.61344959e-02 8.33677425e-02]
[ 1.50253792e-01 -9.55205658e-03 -2.31368402e-01 -7.09869587e-02
1.06141422e-01 -3.02058568e-01 8.36463347e-02 -1.66387549e-01
8.57818974e-03 -1.77821342e-01]
[ 2.21178558e-01 -1.97057382e-01 6.84459680e-02 -8.34300583e-03
6.31555025e-02 -4.18164089e-02 4.23500828e-02 -1.35552347e-01
1.23784711e-01 -1.63640618e-01]
[ -1.04843516e-01 -8.33160598e-02 1.21482510e-01 1.09245949e-01
2.51962270e-02 -1.14813929e-01 2.56860736e-01 -7.84229580e-02
1.81642400e-01 -2.44895133e-03]
[ -3.10019365e-02 -2.07608258e-01 1.86975441e-01 -2.91814430e-01
-1.94078608e-01 1.28403675e-01 1.04052941e-01 -1.21870332e-01
-3.63350054e-03 1.92231954e-01]]
[[ 0.6339698 ]
[ 1.73689462]
[ 0.24228591]
[ 0.88711236]
[-2.75734378]
[-0.25926928]
[-1.74593509]
[ 0.08477135]
[ 0.69997078]
[ 0.88971488]]
Progress: 46.0% ... Training loss: 0.265 ... Validation loss: 0.449[[ 1.67465570e-01 2.62814736e-01 -1.02520016e-01 1.13738677e-01
-5.03663854e-01 -7.24155748e-02 -8.70258200e-02 1.20786857e-01
-4.85255790e-02 2.09116313e-01]
[ 8.44499783e-03 1.27070195e-01 -2.11794832e-02 4.01743566e-02
9.74924522e-02 -4.82175210e-03 3.35499434e-01 4.03913583e-02
1.37959926e-01 -3.39767754e-02]
[ 2.00929322e-01 7.79793107e-01 1.27408718e-02 -5.01556558e-02
7.55090879e-01 -2.25023295e-02 -9.30467243e-01 -4.10298908e-02
5.69968525e-02 2.92758965e-01]
[ 5.72744960e-02 -4.02940694e-01 -1.91781581e-01 2.04775987e-01
-6.98068767e-03 1.25382593e-01 2.23167785e-01 6.53748130e-02
1.38991316e-01 3.08152268e-01]
[ -3.04209866e-02 6.20664265e-02 -1.50840108e-01 3.52143534e-02
-5.29915657e-02 -1.78920374e-01 1.03613680e-01 -1.17765657e-01
-2.00473498e-01 -5.75094118e-02]
[ -3.97073378e-01 -6.66130196e-01 -3.02433811e-01 1.49204820e-01
-1.68554065e-01 4.20635743e-02 3.71970799e-01 -3.98870719e-02
-3.24069062e-02 -3.50163489e-02]
[ -6.42137412e-03 -2.57491322e-01 9.18350559e-03 8.95378079e-02
-3.08407795e-02 -7.09216468e-02 1.89790473e-01 -1.91708185e-01
1.97227474e-01 3.75500016e-02]
[ 1.04184884e-01 -2.89664201e-01 3.00071109e-02 -7.99540300e-02
7.47829739e-03 -4.64113482e-02 9.61960327e-02 1.17068300e-01
7.46282861e-02 -2.64365229e-02]
[ -1.75659649e-01 -1.81064700e-01 -3.02053911e-01 -1.84687736e-02
-6.23724147e-02 6.76872675e-02 -9.90429051e-02 -2.94500173e-02
2.68988891e-01 -1.31216683e-01]
[ 2.47773626e-02 -4.49752076e-01 7.40395049e-02 -2.03732044e-02
-2.27348211e-01 -1.06827056e-01 2.38583100e-01 -1.11081252e-01
-6.94543425e-03 6.08685739e-02]
[ -8.32931466e-02 -1.25252245e-01 3.20181093e-03 -1.34308688e-01
-8.73673879e-02 1.24002609e-02 2.33564405e-01 -1.02759591e-01
-4.63213607e-03 -1.15068113e-01]
[ -1.21118655e-01 -2.21193933e-01 -6.91236565e-02 1.41031803e-02
3.23360152e-01 9.89507713e-02 1.70690885e-01 -1.59599913e-02
-1.64497793e-01 -2.06380801e-01]
[ -1.58491755e-01 2.46325477e-03 6.12091448e-02 1.96649565e-02
-1.69162142e-01 -2.18999136e-01 -1.75002712e-01 -1.97228216e-01
8.49337281e-02 1.71597140e-01]
[ -2.84681706e-01 -3.49871401e-01 9.44025681e-02 2.13598941e-01
-1.44556230e-01 -6.37828272e-02 1.06125079e-01 -2.61279257e-01
-2.76100120e-01 -9.22016057e-02]
[ 9.66693169e-02 -2.06812505e-01 -2.45660076e-02 1.11072900e-01
-5.78716853e-02 -8.70333303e-02 2.58189399e-01 2.10672974e-03
2.16366526e-02 -3.19978874e-03]
[ 4.01319495e-02 -1.09217113e-01 -2.09593707e-01 1.54909674e-01
-9.14331430e-02 8.02624359e-02 -3.53409091e-02 -1.97055796e-02
-8.44272111e-02 4.50359627e-04]
[ -1.21789150e-01 -9.55031728e-02 -2.02075515e-01 1.57187300e-01
2.39588005e-03 1.33898778e-01 2.03076904e-02 -2.50809672e-01
7.17918475e-02 -1.96278902e-01]
[ -6.02725549e-02 -4.48516321e-02 2.78950626e-01 1.12190370e-01
8.43742309e-02 -6.46449755e-02 -1.25481571e-01 1.21407113e-01
8.49392415e-02 5.06137829e-02]
[ 6.40493121e-02 -7.36725807e-03 8.96261861e-02 9.45489112e-02
1.00609243e-02 -1.86149156e-02 1.94570781e-01 1.20571608e-01
-2.10791190e-02 -5.19946935e-02]
[ 9.16062770e-03 -1.44971298e-01 -2.92704194e-01 -5.36318465e-02
1.03055844e-01 -9.23699451e-02 1.29774145e-01 1.62610441e-01
1.06494236e-01 -3.19651835e-02]
[ 5.08158812e-02 -4.01379621e-02 -1.14975333e-01 5.04560622e-02
-1.30618863e-01 3.19509157e-01 2.74178806e-01 2.04663850e-01
-1.55537938e-01 -5.51335748e-02]
[ 2.85519798e-03 -1.23559613e-02 1.22984083e-01 1.08604705e-01
1.23178231e-02 1.05253615e-01 -9.63254158e-02 -4.17671143e-02
2.17702026e-01 8.53054946e-02]
[ 1.15431763e-01 7.97995175e-02 -4.25451116e-02 -9.05936504e-02
-1.23419976e-01 -3.32307951e-01 1.17708192e-01 8.99057774e-03
1.49414564e-01 9.66495620e-02]
[ -1.03125960e-01 -5.62320900e-02 -1.58845205e-02 2.28021148e-02
-2.81179925e-02 -2.04774669e-01 -5.40189809e-02 -2.02024939e-02
1.85000567e-02 1.26888022e-01]
[ -1.64267511e-01 -1.33019112e-01 -2.04810615e-01 -2.62503558e-02
-2.93296044e-01 2.23432244e-03 6.53140144e-02 -2.58177415e-02
-1.39729253e-02 3.53760816e-02]
[ -3.09512407e-02 -1.36912229e-01 -7.51689108e-02 -1.26288728e-01
5.26865280e-01 2.75553731e-01 6.03336622e-01 1.13027163e-01
-1.81498565e-01 -3.79504445e-01]
[ -1.56746377e-02 -4.42816479e-01 -3.03708868e-02 -7.04156400e-02
6.49943524e-01 9.95710419e-02 5.67735395e-01 9.15728273e-02
3.19882920e-02 -3.85523768e-01]
[ 1.25391316e-02 -4.99887353e-01 -4.31576637e-02 -1.04016670e-01
6.67294149e-01 2.21018045e-02 5.34322593e-01 4.88016172e-02
-3.62124196e-01 -2.17509069e-01]
[ -1.74788050e-01 -6.41964914e-01 -1.07152937e-02 -2.05678857e-01
7.78083117e-01 -9.05216016e-02 6.63899976e-01 -8.33286694e-02
-6.95525280e-02 8.43492386e-02]
[ -3.04484783e-01 -4.70283128e-01 5.29622935e-02 -5.54992651e-02
9.32721766e-01 1.44156027e-01 4.81418081e-01 4.67855885e-02
-9.49464853e-02 -1.43305960e-01]
[ -2.13461039e-01 -3.51821128e-01 2.49333344e-01 -2.49694558e-01
6.85743561e-01 -4.27715149e-02 7.33585684e-01 1.22820969e-02
-2.62849045e-01 -3.33407935e-02]
[ -1.36914547e-01 -2.49807861e-01 -1.83271113e-01 -1.08211638e-01
5.07048267e-01 -2.28189060e-01 2.03145643e-01 1.68178517e-01
-1.43854108e-02 -1.24822402e-01]
[ 1.00945520e-01 2.48770354e-01 1.59521077e-01 -1.06258253e-01
-6.99264652e-02 5.46215306e-02 -1.47680592e-01 2.81348181e-01
6.36245920e-02 1.68683810e-01]
[ 3.53878073e-01 3.55583456e-01 -8.03787554e-02 3.14938930e-01
-9.08699893e-01 -2.88044570e-01 -4.94719962e-01 1.77434008e-01
3.92005321e-01 -1.99634045e-02]
[ 4.69285919e-02 1.23467221e-01 2.53372612e-01 2.47187886e-01
-5.30811037e-02 -1.96299084e-01 -1.73744664e-01 -1.33182521e-01
-1.39638977e-01 -2.90746982e-01]
[ 1.65443992e-02 -9.13702408e-02 -1.22136340e-01 -6.50003119e-02
2.39429137e-01 4.26153231e-02 7.28392393e-03 -1.85872079e-01
2.44195056e-02 1.96667786e-01]
[ -5.38610737e-03 -6.63518152e-02 -7.00119263e-02 -6.24380292e-02
-6.05440673e-04 -1.75375843e-01 9.64049866e-02 8.94857847e-03
2.79503702e-02 -7.08804977e-03]
[ 2.84570314e-02 8.61301860e-02 2.43423170e-01 7.18067296e-02
-2.24338657e-01 -1.36204843e-01 9.63968399e-02 3.90811773e-02
-1.87709855e-01 1.04185967e-01]
[ 7.78402020e-02 5.82637898e-02 1.09113224e-01 1.34763598e-02
-2.56934668e-01 6.55929712e-02 3.64255943e-02 -2.70595042e-01
-1.28515633e-02 -8.18356272e-02]
[ -5.09525395e-03 1.20072601e-01 8.62419894e-02 -2.51197655e-02
-7.68757659e-02 1.77734969e-01 7.06541706e-02 1.18544363e-01
-1.70709043e-02 1.77356538e-01]
[ 2.26088440e-01 9.42011667e-02 2.99902081e-02 8.45680965e-02
2.96074008e-03 -2.55954685e-02 -1.98846981e-01 1.48613335e-01
-5.14947025e-02 -1.60501704e-02]
[ 4.73271759e-02 2.72597137e-02 1.85088618e-02 4.65967899e-02
-4.43038947e-01 -1.24862003e-01 -2.28861214e-01 4.13295356e-02
1.22623277e-01 1.97034965e-01]
[ 5.83536637e-02 5.00495625e-01 1.27769866e-01 4.37383316e-01
-1.24766927e+00 -3.04521792e-01 -5.76316471e-01 -7.09827049e-02
3.00527309e-01 3.43666957e-01]
[ 1.77116790e-01 4.92541217e-01 6.70111409e-02 4.29944519e-01
-1.01312543e+00 -8.26493551e-02 -4.29580054e-01 1.51010065e-01
2.13188855e-01 4.78463570e-01]
[ 2.52232125e-01 3.30418848e-01 2.47274073e-01 1.52605516e-01
-4.99836195e-01 7.94841946e-02 -2.31633102e-01 1.62593158e-01
2.43681953e-01 8.28977579e-02]
[ -7.13991256e-02 2.41345396e-01 2.41948764e-01 1.96730048e-02
-6.73032107e-02 1.29681240e-01 -1.18247607e-01 -1.49463625e-02
-3.01113520e-02 5.34073724e-02]
[ -1.00090413e-01 6.25238254e-03 2.39616248e-02 9.16645710e-02
-6.06939233e-02 1.16214961e-01 2.39160299e-01 1.97905901e-02
-2.75701653e-01 -9.43176293e-02]
[ -2.22784874e-01 -3.81026043e-02 -9.44415818e-02 -3.46238586e-01
1.86397504e-01 1.19651584e-01 1.10678784e-01 1.03139504e-01
-2.08251990e-01 3.13427714e-02]
[ 9.53804616e-03 -4.15403361e-01 -1.28079546e-01 -1.62049069e-01
3.72494872e-01 2.54663424e-02 1.97069858e-01 1.52265740e-01
-1.65942825e-01 -2.22856989e-01]
[ 9.66420246e-02 -2.58935388e-01 -1.62495017e-01 -3.97067788e-02
-5.70131680e-02 -4.03691136e-02 1.33045627e-01 -1.56843310e-01
1.01991243e-01 -1.78081443e-01]
[ -1.16797989e-01 2.33337610e-02 2.64911990e-01 -2.32794410e-03
1.61937735e-01 7.86737494e-02 7.22488025e-02 -2.97153737e-01
-1.09304948e-01 -5.63870743e-02]
[ -3.41390630e-01 3.40891977e-03 1.74661020e-02 -1.64454589e-02
1.45745634e-01 -1.78240971e-01 2.01438853e-02 2.34709165e-01
-7.67007021e-02 8.26350861e-02]
[ 1.49200075e-01 -1.24809297e-02 -2.31771105e-01 -7.25700659e-02
1.10218568e-01 -3.01658512e-01 8.66808109e-02 -1.66528198e-01
7.40842992e-03 -1.79366339e-01]
[ 2.21213070e-01 -1.97310190e-01 6.84728762e-02 -8.21169309e-03
6.23236325e-02 -4.18116312e-02 4.28513309e-02 -1.35536524e-01
1.23866677e-01 -1.63494805e-01]
[ -1.04797931e-01 -8.40628547e-02 1.21511956e-01 1.09343192e-01
2.57281589e-02 -1.14813112e-01 2.57156186e-01 -7.84144965e-02
1.81693035e-01 -2.35635314e-03]
[ -3.24535293e-02 -2.10855147e-01 1.86407360e-01 -2.93933374e-01
-1.90694862e-01 1.29030241e-01 1.07621168e-01 -1.22061712e-01
-5.30069318e-03 1.90294741e-01]]
[[ 0.62225105]
[ 1.72520132]
[ 0.23012752]
[ 0.87259806]
[-2.76619836]
[-0.27023059]
[-1.75943171]
[ 0.07469602]
[ 0.68776396]
[ 0.87678168]]
Progress: 46.1% ... Training loss: 0.266 ... Validation loss: 0.450[[ 1.70029584e-01 2.69104659e-01 -1.01551385e-01 1.17441462e-01
-5.12300790e-01 -7.35428609e-02 -9.29100696e-02 1.21107581e-01
-4.55600733e-02 2.12881310e-01]
[ 8.46746411e-03 1.27120343e-01 -2.11717264e-02 4.02039226e-02
9.74176435e-02 -4.83013514e-03 3.35411626e-01 4.03937438e-02
1.37979188e-01 -3.39492524e-02]
[ 1.99908792e-01 7.77991510e-01 1.23963152e-02 -5.13733014e-02
7.58320162e-01 -2.20314840e-02 -9.28834558e-01 -4.11605942e-02
5.59439749e-02 2.91359676e-01]
[ 5.73269391e-02 -4.04191634e-01 -1.91701935e-01 2.05034062e-01
-6.28008731e-03 1.25277576e-01 2.24029992e-01 6.54109403e-02
1.39123544e-01 3.08446487e-01]
[ -3.24796807e-02 5.83567600e-02 -1.51639134e-01 3.21541037e-02
-4.53721568e-02 -1.77983573e-01 1.07863733e-01 -1.18020965e-01
-2.02882281e-01 -6.06683143e-02]
[ -3.96064319e-01 -6.64217739e-01 -3.02090270e-01 1.50382673e-01
-1.71143440e-01 4.16637509e-02 3.69989934e-01 -3.97703909e-02
-3.13844635e-02 -3.36336893e-02]
[ -6.43518426e-03 -2.57261283e-01 9.19161763e-03 8.95316735e-02
-3.11640111e-02 -7.09225594e-02 1.89332840e-01 -1.91709942e-01
1.97299876e-01 3.75624180e-02]
[ 1.04462569e-01 -2.88539399e-01 3.01145146e-02 -7.94999065e-02
5.53602811e-03 -4.65346911e-02 9.51332047e-02 1.17105127e-01
7.49742447e-02 -2.59039406e-02]
[ -1.75093313e-01 -1.79778936e-01 -3.01842817e-01 -1.76349106e-02
-6.42925633e-02 6.74394947e-02 -1.00626438e-01 -2.93786884e-02
2.69601267e-01 -1.30396460e-01]
[ 2.60756581e-02 -4.46007899e-01 7.45035078e-02 -1.87374642e-02
-2.31620979e-01 -1.07344250e-01 2.34527356e-01 -1.10932156e-01
-5.50871550e-03 6.27586056e-02]
[ -8.28987245e-02 -1.24997435e-01 3.34083549e-03 -1.33696664e-01
-8.90622898e-02 1.22163424e-02 2.33072679e-01 -1.02707673e-01
-4.16297617e-03 -1.14451102e-01]
[ -1.20972103e-01 -2.20639859e-01 -6.90565338e-02 1.43151208e-02
3.22552797e-01 9.88800322e-02 1.70153496e-01 -1.59379246e-02
-1.64350493e-01 -2.06139962e-01]
[ -1.58491755e-01 2.46325477e-03 6.12091448e-02 1.96649565e-02
-1.69162142e-01 -2.18999136e-01 -1.75002712e-01 -1.97228216e-01
8.49337281e-02 1.71597140e-01]
[ -2.85316991e-01 -3.50602276e-01 9.41281167e-02 2.12645794e-01
-1.43677001e-01 -6.34844482e-02 1.07151684e-01 -2.61360526e-01
-2.76882677e-01 -9.31501108e-02]
[ 9.80543400e-02 -2.04974479e-01 -2.40582555e-02 1.12856769e-01
-6.02586690e-02 -8.76273088e-02 2.55975022e-01 2.27481534e-03
2.31683599e-02 -1.20160708e-03]
[ 4.04007934e-02 -1.08411508e-01 -2.09494281e-01 1.55273646e-01
-9.22837030e-02 8.01421893e-02 -3.61341684e-02 -1.96738549e-02
-8.41271878e-02 8.35827217e-04]
[ -1.21632769e-01 -9.45666415e-02 -2.02000907e-01 1.57461520e-01
1.78550258e-03 1.33834121e-01 1.93945050e-02 -2.50791619e-01
7.19926089e-02 -1.96053347e-01]
[ -5.97877916e-02 -4.38868243e-02 2.79132256e-01 1.12865117e-01
8.24492662e-02 -6.48615255e-02 -1.26654473e-01 1.21468544e-01
8.54971718e-02 5.13270457e-02]
[ 6.36485438e-02 -8.53405537e-03 8.94856532e-02 9.39286548e-02
1.16181891e-02 -1.84373810e-02 1.95702645e-01 1.20520785e-01
-2.14940729e-02 -5.26013573e-02]
[ 8.93866553e-03 -1.45607486e-01 -2.92812777e-01 -5.39959684e-02
1.03902330e-01 -9.22374779e-02 1.30281837e-01 1.62576046e-01
1.06167648e-01 -3.23464077e-02]
[ 5.05891964e-02 -4.05125088e-02 -1.15029829e-01 5.01806054e-02
-1.29858995e-01 3.19601172e-01 2.74474735e-01 2.04640161e-01
-1.55732488e-01 -5.53509425e-02]
[ 3.54786143e-03 -1.04609186e-02 1.23240169e-01 1.09666879e-01
8.95887416e-03 1.04929508e-01 -9.82185786e-02 -4.16768804e-02
2.18528135e-01 8.63867886e-02]
[ 1.15742413e-01 8.05405030e-02 -4.24329302e-02 -9.01558527e-02
-1.24480540e-01 -3.32439961e-01 1.16881883e-01 9.02835696e-03
1.49720016e-01 9.70815398e-02]
[ -1.02951027e-01 -5.58819941e-02 -1.58140772e-02 2.30917316e-02
-2.88957599e-02 -2.04866126e-01 -5.44143721e-02 -2.01772958e-02
1.87253762e-02 1.27176948e-01]
[ -1.64416801e-01 -1.33088736e-01 -2.04864528e-01 -2.64640666e-02
-2.93143748e-01 2.30508183e-03 6.54756524e-02 -2.58369914e-02
-1.41483989e-02 3.51530594e-02]
[ -3.10058280e-02 -1.37144126e-01 -7.51859708e-02 -1.26357430e-01
5.27128513e-01 2.75579196e-01 6.03466544e-01 1.13021223e-01
-1.81554987e-01 -3.79555132e-01]
[ -1.56107904e-02 -4.42689658e-01 -3.03470429e-02 -7.03241548e-02
6.49667554e-01 9.95449030e-02 5.67594972e-01 9.15804636e-02
3.20570737e-02 -3.85432599e-01]
[ 1.25303603e-02 -5.00198264e-01 -4.31736628e-02 -1.04061772e-01
6.67277314e-01 2.21202963e-02 5.34536956e-01 4.87973797e-02
-3.62180381e-01 -2.17568340e-01]
[ -1.74692961e-01 -6.41837628e-01 -1.06771065e-02 -2.05532578e-01
7.77687581e-01 -9.05670425e-02 6.63715351e-01 -8.33160893e-02
-6.94426131e-02 8.44964525e-02]
[ -3.04396122e-01 -4.70238828e-01 5.30023416e-02 -5.53695957e-02
9.32466373e-01 1.44109058e-01 4.81257828e-01 4.67980185e-02
-9.48152560e-02 -1.43110072e-01]
[ -2.13741833e-01 -3.52291602e-01 2.49234007e-01 -2.50071609e-01
6.86837959e-01 -4.26516600e-02 7.33997536e-01 1.22500586e-02
-2.63146890e-01 -3.37240107e-02]
[ -1.36543008e-01 -2.49037846e-01 -1.83133037e-01 -1.07653451e-01
5.05380104e-01 -2.28355697e-01 2.02199764e-01 1.68225827e-01
-1.39527307e-02 -1.24264598e-01]
[ 1.01419948e-01 2.50313568e-01 1.59701535e-01 -1.05608566e-01
-7.20822302e-02 5.44129342e-02 -1.49198686e-01 2.81404411e-01
6.41305509e-02 1.69323762e-01]
[ 3.54283871e-01 3.55882508e-01 -8.02104112e-02 3.15477199e-01
-9.08800222e-01 -2.88235688e-01 -4.95371194e-01 1.77489968e-01
3.92528025e-01 -1.92953553e-02]
[ 4.70056338e-02 1.23354873e-01 2.53423030e-01 2.47262913e-01
-5.27438036e-02 -1.96337675e-01 -1.73577989e-01 -1.33171702e-01
-1.39552818e-01 -2.90640764e-01]
[ 1.66307211e-02 -9.13401804e-02 -1.22109259e-01 -6.48865107e-02
2.38951251e-01 4.25736190e-02 7.13263051e-03 -1.85861497e-01
2.45242557e-02 1.96812494e-01]
[ -5.26186025e-03 -6.60507534e-02 -6.99636829e-02 -6.22535291e-02
-1.09048816e-03 -1.75429433e-01 9.60846012e-02 8.96321613e-03
2.80801294e-02 -6.90626502e-03]
[ 2.87332063e-02 8.71346737e-02 2.43518322e-01 7.22172003e-02
-2.25425808e-01 -1.36335317e-01 9.56369947e-02 3.91179788e-02
-1.87391948e-01 1.04591284e-01]
[ 7.75544491e-02 5.77632602e-02 1.09015441e-01 1.30823123e-02
-2.55360330e-01 6.57313793e-02 3.70261422e-02 -2.70633903e-01
-1.31764674e-02 -8.22799224e-02]
[ -5.38781072e-03 1.19466695e-01 8.61373380e-02 -2.55324050e-02
-7.57395755e-02 1.77855833e-01 7.12619057e-02 1.18509828e-01
-1.74035797e-02 1.76923580e-01]
[ 2.26623334e-01 9.57065045e-02 3.01883497e-02 8.53434256e-02
6.69346008e-04 -2.58265758e-02 -2.00394337e-01 1.48675800e-01
-5.08874729e-02 -1.52981146e-02]
[ 4.73844630e-02 2.74340104e-02 1.85271541e-02 4.66729764e-02
-4.43348993e-01 -1.24878894e-01 -2.28972339e-01 4.13358072e-02
1.22681776e-01 1.97107030e-01]
[ 5.89543893e-02 5.01742245e-01 1.27971595e-01 4.38203635e-01
-1.25121572e+00 -3.04766023e-01 -5.77253479e-01 -7.09076723e-02
3.01224358e-01 3.44391319e-01]
[ 1.76574625e-01 4.91464059e-01 6.67877442e-02 4.29109801e-01
-1.01047384e+00 -8.23933051e-02 -4.28775728e-01 1.50936862e-01
2.12516249e-01 4.77770272e-01]
[ 2.51908111e-01 3.29790096e-01 2.47135579e-01 1.52115236e-01
-4.98618775e-01 7.96412443e-02 -2.30888620e-01 1.62549827e-01
2.43276286e-01 8.24805575e-02]
[ -7.14877279e-02 2.41189738e-01 2.41915467e-01 1.95467380e-02
-6.69726725e-02 1.29717384e-01 -1.18087574e-01 -1.49554123e-02
-3.02102604e-02 5.32864471e-02]
[ -9.94139417e-02 8.12743872e-03 2.42150459e-02 9.26162073e-02
-6.37912016e-02 1.15915714e-01 2.37151045e-01 1.98726656e-02
-2.74940869e-01 -9.33581659e-02]
[ -2.23038069e-01 -3.86310096e-02 -9.45400967e-02 -3.46614343e-01
1.87381229e-01 1.19768181e-01 1.11316289e-01 1.03107325e-01
-2.08538641e-01 3.09795039e-02]
[ 9.57522652e-03 -4.15275869e-01 -1.28062300e-01 -1.61985648e-01
3.72294350e-01 2.54462988e-02 1.96944331e-01 1.52271363e-01
-1.65891189e-01 -2.22790041e-01]
[ 9.62547342e-02 -2.57856085e-01 -1.62646305e-01 -4.01168470e-02
-5.81584430e-02 -4.01979375e-02 1.32634479e-01 -1.56886911e-01
1.01576091e-01 -1.78557968e-01]
[ -1.15315438e-01 2.56315198e-02 2.65496429e-01 -2.86853178e-04
1.57023206e-01 7.80187224e-02 6.97991154e-02 -2.96967509e-01
-1.07652858e-01 -5.43666211e-02]
[ -3.41203120e-01 3.63575176e-03 1.75435640e-02 -1.61519261e-02
1.45441688e-01 -1.78329120e-01 1.98742162e-02 2.34733905e-01
-7.64665596e-02 8.29334091e-02]
[ 1.50050936e-01 -1.09387324e-02 -2.31486327e-01 -7.14699819e-02
1.08225599e-01 -3.02025362e-01 8.47701452e-02 -1.66421515e-01
8.33523237e-03 -1.78159360e-01]
[ 2.21694759e-01 -1.96347684e-01 6.86537102e-02 -7.54829434e-03
6.06419938e-02 -4.20128736e-02 4.16357153e-02 -1.35479123e-01
1.24391832e-01 -1.62806643e-01]
[ -1.04291702e-01 -8.27387926e-02 1.21699241e-01 1.10045492e-01
2.42236061e-02 -1.15017503e-01 2.55569902e-01 -7.83581660e-02
1.82226543e-01 -1.64281638e-03]
[ -3.37358098e-02 -2.13734744e-01 1.85914001e-01 -2.95864008e-01
-1.85926975e-01 1.29602874e-01 1.10379379e-01 -1.22226413e-01
-6.70405985e-03 1.88591693e-01]]
[[ 0.62853499]
[ 1.72895146]
[ 0.23572817]
[ 0.88040432]
[-2.7631788 ]
[-0.26562703]
[-1.75188425]
[ 0.08105043]
[ 0.69512582]
[ 0.88256111]]
Progress: 46.1% ... Training loss: 0.264 ... Validation loss: 0.452[[ 1.69228225e-01 2.67857748e-01 -1.01856985e-01 1.16284571e-01
-5.07309953e-01 -7.32039755e-02 -9.11113889e-02 1.21007397e-01
-4.64028338e-02 2.11751654e-01]
[ 8.81872203e-03 1.27876685e-01 -2.10453145e-02 4.06802302e-02
9.63608426e-02 -4.97862100e-03 3.34536533e-01 4.04391150e-02
1.38358137e-01 -3.34555760e-02]
[ 1.99433370e-01 7.74893173e-01 1.22904655e-02 -5.17895650e-02
7.60279674e-01 -2.19737369e-02 -9.25602241e-01 -4.11812720e-02
5.56375198e-02 2.91049470e-01]
[ 5.52653017e-02 -4.09277131e-01 -1.92420076e-01 2.02585841e-01
6.29411201e-04 1.26123978e-01 2.28320430e-01 6.51622387e-02
1.37038086e-01 3.06123955e-01]
[ -3.19470046e-02 5.93148056e-02 -1.51416835e-01 3.28896358e-02
-4.82833844e-02 -1.78188643e-01 1.06853785e-01 -1.17967651e-01
-2.02483843e-01 -6.01599131e-02]
[ -3.97021644e-01 -6.65941539e-01 -3.02466506e-01 1.48989461e-01
-1.68754041e-01 4.20725639e-02 3.71613561e-01 -3.99017953e-02
-3.25246087e-02 -3.50417387e-02]
[ -7.46115871e-03 -2.59603970e-01 8.80619794e-03 8.80103252e-02
-2.52699707e-02 -7.05026217e-02 1.91588292e-01 -1.91847147e-01
1.96188509e-01 3.61025165e-02]
[ 1.04743921e-01 -2.88620464e-01 3.02471168e-02 -7.90092253e-02
4.51145447e-03 -4.66792005e-02 9.52763519e-02 1.17154033e-01
7.53646743e-02 -2.53426325e-02]
[ -1.74967917e-01 -1.80042763e-01 -3.01781695e-01 -1.73317180e-02
-6.52539990e-02 6.73627186e-02 -1.00469547e-01 -2.93574919e-02
2.69883746e-01 -1.30138551e-01]
[ 2.56432396e-02 -4.47218810e-01 7.43482626e-02 -1.94114524e-02
-2.29262657e-01 -1.07182741e-01 2.36193504e-01 -1.10978681e-01
-5.89725180e-03 6.21005014e-02]
[ -8.33607821e-02 -1.25689416e-01 3.18801747e-03 -1.34235045e-01
-8.87057778e-02 1.23947797e-02 2.33547506e-01 -1.02774143e-01
-4.62314186e-03 -1.15103691e-01]
[ -1.21654177e-01 -2.23148345e-01 -6.93164015e-02 1.34068040e-02
3.26135393e-01 9.91475514e-02 1.72191638e-01 -1.60234368e-02
-1.65080395e-01 -2.06878003e-01]
[ -1.58491755e-01 2.46325477e-03 6.12091448e-02 1.96649565e-02
-1.69162142e-01 -2.18999136e-01 -1.75002712e-01 -1.97228216e-01
8.49337281e-02 1.71597140e-01]
[ -2.85526425e-01 -3.50788832e-01 9.40296951e-02 2.12297599e-01
-1.43029971e-01 -6.33737824e-02 1.07373469e-01 -2.61394184e-01
-2.77166691e-01 -9.35006256e-02]
[ 9.73378498e-02 -2.06195536e-01 -2.43302964e-02 1.11816700e-01
-5.80090660e-02 -8.73312598e-02 2.57198088e-01 2.17965323e-03
2.23338972e-02 -2.21852764e-03]
[ 4.03187987e-02 -1.08678439e-01 -2.09515212e-01 1.55188492e-01
-9.22444466e-02 8.01633270e-02 -3.59121035e-02 -1.96822886e-02
-8.42016154e-02 7.09459796e-04]
[ -1.21020235e-01 -9.27356601e-02 -2.01773219e-01 1.58209120e-01
1.13696323e-03 1.33609489e-01 1.76523129e-02 -2.50725943e-01
7.26569882e-02 -1.95309406e-01]
[ -6.07556710e-02 -4.63301554e-02 2.78769460e-01 1.11535029e-01
8.64299572e-02 -6.44893045e-02 -1.24269699e-01 1.21348604e-01
8.44766965e-02 5.00600892e-02]
[ 6.27481183e-02 -1.07880954e-02 8.91509434e-02 9.26758488e-02
1.50005050e-02 -1.80819739e-02 1.97947575e-01 1.20405438e-01
-2.25337318e-02 -5.39117100e-02]
[ 9.89025545e-03 -1.43561700e-01 -2.92445135e-01 -5.26560457e-02
1.00201584e-01 -9.26167654e-02 1.28385825e-01 1.62705297e-01
1.07244846e-01 -3.09859404e-02]
[ 5.01022178e-02 -4.19499009e-02 -1.15195078e-01 4.95810372e-02
-1.28092763e-01 3.19765544e-01 2.75750449e-01 2.04585663e-01
-1.56200977e-01 -5.58466036e-02]
[ 3.55354953e-03 -1.06526252e-02 1.23236369e-01 1.09658364e-01
9.40295707e-03 1.04938885e-01 -9.79383059e-02 -4.16762424e-02
2.18505046e-01 8.64008520e-02]
[ 1.15387819e-01 7.95600758e-02 -4.25660210e-02 -9.06495489e-02
-1.23115307e-01 -3.32289130e-01 1.17904960e-01 8.98242457e-03
1.49406000e-01 9.65936096e-02]
[ -1.02621887e-01 -5.54051423e-02 -1.56861528e-02 2.36224511e-02
-3.05950755e-02 -2.05009591e-01 -5.51147077e-02 -2.01365201e-02
1.91290334e-02 1.27658278e-01]
[ -1.64174506e-01 -1.32872295e-01 -2.04764675e-01 -2.60449026e-02
-2.94672162e-01 2.17987052e-03 6.51176268e-02 -2.57988666e-02
-1.38136067e-02 3.55592273e-02]
[ -3.08418704e-02 -1.36841947e-01 -7.51222849e-02 -1.26121913e-01
5.26588582e-01 2.75510170e-01 6.03117383e-01 1.13043495e-01
-1.81366835e-01 -3.79320370e-01]
[ -1.59091418e-02 -4.43634437e-01 -3.04622851e-02 -7.07461540e-02
6.50789412e-01 9.96724019e-02 5.68436778e-01 9.15415843e-02
3.17186385e-02 -3.85887108e-01]
[ 1.23547777e-02 -5.00883618e-01 -4.32490085e-02 -1.04316041e-01
6.68209073e-01 2.21906976e-02 5.35177898e-01 4.87729439e-02
-3.62359519e-01 -2.17804142e-01]
[ -1.74859986e-01 -6.42218010e-01 -1.07414065e-02 -2.05760375e-01
7.78490542e-01 -9.04958800e-02 6.64135131e-01 -8.33373779e-02
-6.96232869e-02 8.42846581e-02]
[ -3.04566318e-01 -4.70399086e-01 5.29319626e-02 -5.56232893e-02
9.33123269e-01 1.44187870e-01 4.81419648e-01 4.67735917e-02
-9.50247227e-02 -1.43376394e-01]
[ -2.13429318e-01 -3.51673606e-01 2.49364762e-01 -2.49556548e-01
6.85432607e-01 -4.28070877e-02 7.33344695e-01 1.22968777e-02
-2.62750914e-01 -3.32112056e-02]
[ -1.36802397e-01 -2.49587625e-01 -1.83226144e-01 -1.08015297e-01
5.06489149e-01 -2.28248318e-01 2.02859144e-01 1.68193399e-01
-1.42289237e-02 -1.24625895e-01]
[ 1.01434526e-01 2.50835010e-01 1.59719913e-01 -1.05540116e-01
-7.27790296e-02 5.43917460e-02 -1.49703307e-01 2.81408374e-01
6.41628731e-02 1.69377322e-01]
[ 3.55024286e-01 3.57629914e-01 -7.99399883e-02 3.16432035e-01
-9.10169569e-01 -2.88517503e-01 -4.97279838e-01 1.77586108e-01
3.93321729e-01 -1.82458549e-02]
[ 4.70875371e-02 1.23400289e-01 2.53451998e-01 2.47367698e-01
-5.30345732e-02 -1.96371908e-01 -1.73625561e-01 -1.33162341e-01
-1.39460315e-01 -2.90541473e-01]
[ 1.58052424e-02 -9.34615399e-02 -1.22440411e-01 -6.61094324e-02
2.41942796e-01 4.29254367e-02 9.12785852e-03 -1.85967583e-01
2.35556363e-02 1.95613096e-01]
[ -4.64803362e-03 -6.43121835e-02 -6.97552760e-02 -6.14471190e-02
-3.27136978e-03 -1.75675303e-01 9.45025160e-02 9.03551481e-03
2.87376425e-02 -6.06376681e-03]
[ 2.82450708e-02 8.58188945e-02 2.43341082e-01 7.15104313e-02
-2.23323394e-01 -1.36132596e-01 9.69255369e-02 3.90537022e-02
-1.87942654e-01 1.03897585e-01]
[ 7.79727966e-02 5.89302694e-02 1.09171991e-01 1.36671492e-02
-2.57088057e-01 6.55590301e-02 3.58801119e-02 -2.70591786e-01
-1.27234659e-02 -8.17667410e-02]
[ -5.60948609e-03 1.18775738e-01 8.60629183e-02 -2.58358408e-02
-7.48510651e-02 1.77940420e-01 7.19131573e-02 1.18483785e-01
-1.76018600e-02 1.76629815e-01]
[ 2.26367050e-01 9.50034845e-02 3.00950912e-02 8.49748071e-02
1.85860883e-03 -2.57210177e-02 -1.99673242e-01 1.48643357e-01
-5.11800169e-02 -1.56300702e-02]
[ 4.70252920e-02 2.63769009e-02 1.83861107e-02 4.61479713e-02
-4.41788983e-01 -1.24732042e-01 -2.28002670e-01 4.12914345e-02
1.22277051e-01 1.96599454e-01]
[ 5.84973749e-02 5.00207917e-01 1.27835214e-01 4.37636388e-01
-1.25001626e+00 -3.04576886e-01 -5.75691943e-01 -7.09621439e-02
3.00790622e-01 3.43815615e-01]
[ 1.75921992e-01 4.89956614e-01 6.65443066e-02 4.28216650e-01
-1.00841303e+00 -8.21297017e-02 -4.27242642e-01 1.50851497e-01
2.11775065e-01 4.76860248e-01]
[ 2.51924475e-01 3.30222883e-01 2.47172939e-01 1.52260820e-01
-4.99494827e-01 7.96001701e-02 -2.31076473e-01 1.62562052e-01
2.43413883e-01 8.25989821e-02]
[ -7.13478813e-02 2.41551514e-01 2.41949729e-01 1.97260580e-02
-6.72292096e-02 1.29660332e-01 -1.18404481e-01 -1.49375583e-02
-3.00430263e-02 5.34906666e-02]
[ -9.95306647e-02 7.74724818e-03 2.41726665e-02 9.24652298e-02
-6.32692489e-02 1.15963876e-01 2.37503835e-01 1.98577895e-02
-2.75066811e-01 -9.35049895e-02]
[ -2.22954059e-01 -3.84905689e-02 -9.45096721e-02 -3.46495492e-01
1.87024977e-01 1.19731764e-01 1.11126237e-01 1.03118416e-01
-2.08446717e-01 3.10999396e-02]
[ 9.86057227e-03 -4.14731532e-01 -1.27951758e-01 -1.61562251e-01
3.71154952e-01 2.53205265e-02 1.96212292e-01 1.52308107e-01
-1.65580077e-01 -2.22398784e-01]
[ 9.66746135e-02 -2.56473035e-01 -1.62494156e-01 -3.94961433e-02
-6.02933381e-02 -4.03814107e-02 1.31339777e-01 -1.56843233e-01
1.02049058e-01 -1.78027019e-01]
[ -1.16104728e-01 2.35006932e-02 2.65202285e-01 -1.40515692e-03
1.60593196e-01 7.83943090e-02 7.19948548e-02 -2.97070392e-01
-1.08534150e-01 -5.55545943e-02]
[ -3.40992077e-01 3.57631107e-03 1.76225902e-02 -1.58540130e-02
1.46371988e-01 -1.78422867e-01 1.95987509e-02 2.34767722e-01
-7.62196469e-02 8.33249023e-02]
[ 1.48694502e-01 -1.44222907e-02 -2.31973320e-01 -7.33356586e-02
1.13139280e-01 -3.01505839e-01 8.80971375e-02 -1.66596353e-01
6.93278595e-03 -1.80068574e-01]
[ 2.22240693e-01 -1.95545535e-01 6.88921938e-02 -6.65404091e-03
5.78369734e-02 -4.22948690e-02 4.07033557e-02 -1.35384455e-01
1.25100141e-01 -1.61902993e-01]
[ -1.05035355e-01 -8.45006023e-02 1.21411551e-01 1.08997207e-01
2.67170433e-02 -1.14709089e-01 2.57430977e-01 -7.84590921e-02
1.81342550e-01 -2.69457688e-03]
[ -3.35998387e-02 -2.12895687e-01 1.85945238e-01 -2.95765299e-01
-1.86597038e-01 1.29566030e-01 1.09677217e-01 -1.22218436e-01
-6.54312107e-03 1.88865815e-01]]
[[ 0.62392818]
[ 1.72589901]
[ 0.23064656]
[ 0.87341286]
[-2.76761622]
[-0.27024635]
[-1.75792306]
[ 0.07678361]
[ 0.69020545]
[ 0.8754451 ]]
Progress: 46.2% ... Training loss: 0.266 ... Validation loss: 0.450[[ 1.71279975e-01 2.71936309e-01 -1.01184407e-01 1.18750340e-01
-5.14278499e-01 -7.39606340e-02 -9.58758952e-02 1.21217856e-01
-4.43960675e-02 2.14434683e-01]
[ 9.26462279e-03 1.28944755e-01 -2.08826075e-02 4.13080140e-02
9.48895186e-02 -5.17215690e-03 3.33489818e-01 4.04939865e-02
1.38835847e-01 -3.28381080e-02]
[ 2.02286181e-01 7.80700046e-01 1.32715736e-02 -4.79550277e-02
7.48825750e-01 -2.30828299e-02 -9.31661517e-01 -4.08521594e-02
5.86158040e-02 2.94664525e-01]
[ 5.34675158e-02 -4.14500215e-01 -1.93022002e-01 1.99988797e-01
1.02843312e-02 1.26839287e-01 2.33678179e-01 6.49599509e-02
1.35023288e-01 3.03430889e-01]
[ -3.14678876e-02 6.24822849e-02 -1.51211015e-01 3.35162866e-02
-5.41531737e-02 -1.78271931e-01 1.03274687e-01 -1.17943360e-01
-2.02100407e-01 -5.96668701e-02]
[ -3.96283464e-01 -6.64967840e-01 -3.02233391e-01 1.49834144e-01
-1.71018252e-01 4.17638832e-02 3.70056432e-01 -3.98172084e-02
-3.18409754e-02 -3.40254221e-02]
[ -5.84400227e-03 -2.55381425e-01 9.43511796e-03 9.03919662e-02
-3.18329486e-02 -7.11346437e-02 1.87462083e-01 -1.91650862e-01
1.98002187e-01 3.84329444e-02]
[ 1.05595014e-01 -2.87331601e-01 3.04710070e-02 -7.81066291e-02
7.68553333e-04 -4.69966532e-02 9.35678238e-02 1.17233899e-01
7.61135765e-02 -2.44051727e-02]
[ -1.74598552e-01 -1.78675120e-01 -3.01636305e-01 -1.68165337e-02
-6.77954093e-02 6.72069744e-02 -1.01561269e-01 -2.93114277e-02
2.70261005e-01 -1.29652510e-01]
[ 2.71900965e-02 -4.43644224e-01 7.47864311e-02 -1.77014924e-02
-2.35054416e-01 -1.07697993e-01 2.32223452e-01 -1.10825307e-01
-4.54655443e-03 6.41562410e-02]
[ -8.20775542e-02 -1.23317741e-01 3.64815543e-03 -1.32491843e-01
-9.35547032e-02 1.18396440e-02 2.30933093e-01 -1.02618526e-01
-3.21911251e-03 -1.13364061e-01]
[ -1.20724842e-01 -2.20984291e-01 -6.89032788e-02 1.48112502e-02
3.21485718e-01 9.87101306e-02 1.69921774e-01 -1.58994757e-02
-1.63972155e-01 -2.05628550e-01]
[ -1.58675381e-01 2.20568838e-03 6.11290306e-02 1.94514525e-02
-1.68983283e-01 -2.18905227e-01 -1.74631971e-01 -1.97254366e-01
8.46942352e-02 1.71322563e-01]
[ -2.85002292e-01 -3.49732883e-01 9.42347874e-02 2.13129702e-01
-1.45542219e-01 -6.36154873e-02 1.06223204e-01 -2.61326019e-01
-2.76579095e-01 -9.27038165e-02]
[ 9.70564195e-02 -2.06896834e-01 -2.44392320e-02 1.11419505e-01
-5.72688216e-02 -8.72166040e-02 2.57712342e-01 2.14384663e-03
2.20091030e-02 -2.61100432e-03]
[ 4.08601818e-02 -1.08006075e-01 -2.09341783e-01 1.55717395e-01
-9.25737476e-02 7.99406687e-02 -3.70200615e-02 -1.96202289e-02
-8.36556989e-02 1.45304619e-03]
[ -1.20843172e-01 -9.18246019e-02 -2.01683089e-01 1.58493340e-01
8.88888438e-04 1.33556240e-01 1.68797651e-02 -2.50710019e-01
7.28049474e-02 -1.95104714e-01]
[ -5.90960314e-02 -4.21556505e-02 2.79370524e-01 1.13910923e-01
7.94300746e-02 -6.52028577e-02 -1.28267911e-01 1.21557743e-01
8.63341051e-02 5.22872446e-02]
[ 6.18939954e-02 -1.37546557e-02 8.88087485e-02 9.13336340e-02
1.81862174e-02 -1.76336548e-02 2.00590772e-01 1.20284563e-01
-2.35659779e-02 -5.49913234e-02]
[ 1.02021585e-02 -1.42851942e-01 -2.92344186e-01 -5.22264235e-02
9.88757437e-02 -9.27347090e-02 1.27463802e-01 1.62741345e-01
1.07555529e-01 -3.05906829e-02]
[ 5.08073054e-02 -4.08414840e-02 -1.14936780e-01 5.05111367e-02
-1.31082405e-01 3.19469028e-01 2.74496562e-01 2.04668502e-01
-1.55424490e-01 -5.49898381e-02]
[ 4.63595429e-03 -7.55446534e-03 1.23609136e-01 1.11130883e-01
4.86496033e-03 1.04463543e-01 -1.00865831e-01 -4.15462624e-02
2.19628275e-01 8.78924525e-02]
[ 1.15307263e-01 7.95228037e-02 -4.25853267e-02 -9.07494645e-02
-1.22622352e-01 -3.32255231e-01 1.18106276e-01 8.97423326e-03
1.49324525e-01 9.65000165e-02]
[ -1.02545631e-01 -5.50260872e-02 -1.56594995e-02 2.37180459e-02
-3.19642355e-02 -2.05044555e-01 -5.54907478e-02 -2.01291597e-02
1.92164639e-02 1.27734258e-01]
[ -1.64460472e-01 -1.33423680e-01 -2.04891306e-01 -2.65104286e-02
-2.93890430e-01 2.32502719e-03 6.57837280e-02 -2.58387073e-02
-1.41883274e-02 3.51033092e-02]
[ -3.09737038e-02 -1.37265507e-01 -7.51784875e-02 -1.26333934e-01
5.27135488e-01 2.75576562e-01 6.03545078e-01 1.13025103e-01
-1.81531880e-01 -3.79534470e-01]
[ -1.59883896e-02 -4.43723713e-01 -3.04916626e-02 -7.08326981e-02
6.51238453e-01 9.97003172e-02 5.68507552e-01 9.15333206e-02
3.16374781e-02 -3.85982092e-01]
[ 1.25380968e-02 -5.00602914e-01 -4.31903824e-02 -1.04089446e-01
6.67920310e-01 2.21142136e-02 5.34720509e-01 4.87933454e-02
-3.62162998e-01 -2.17558290e-01]
[ -1.75101278e-01 -6.42724313e-01 -1.08327734e-02 -2.06098045e-01
7.79394056e-01 -9.03897533e-02 6.64643761e-01 -8.33666581e-02
-6.98867048e-02 8.39436757e-02]
[ -3.04566340e-01 -4.70485659e-01 5.29360583e-02 -5.56148150e-02
9.33419699e-01 1.44182966e-01 4.81471738e-01 4.67751070e-02
-9.50167387e-02 -1.43350162e-01]
[ -2.13304164e-01 -3.51548361e-01 2.49434224e-01 -2.49285615e-01
6.84585622e-01 -4.28909042e-02 7.33216782e-01 1.23207152e-02
-2.62542608e-01 -3.29787395e-02]
[ -1.36803844e-01 -2.49481795e-01 -1.83224898e-01 -1.08003993e-01
5.06467146e-01 -2.28246770e-01 2.02811266e-01 1.68193687e-01
-1.42045213e-02 -1.24613514e-01]
[ 1.01378981e-01 2.50353225e-01 1.59709830e-01 -1.05639544e-01
-7.22946882e-02 5.44350119e-02 -1.49293519e-01 2.81399795e-01
6.40959444e-02 1.69405421e-01]
[ 3.54652019e-01 3.55829176e-01 -8.01306581e-02 3.15595076e-01
-9.08076295e-01 -2.88329773e-01 -4.95758716e-01 1.77526565e-01
3.92771587e-01 -1.88167900e-02]
[ 4.75929654e-02 1.24027608e-01 2.53629966e-01 2.47968202e-01
-5.44940981e-02 -1.96585195e-01 -1.74696498e-01 -1.33104706e-01
-1.38912610e-01 -2.89883787e-01]
[ 1.57381722e-02 -9.37340230e-02 -1.22476513e-01 -6.62345891e-02
2.42332672e-01 4.29544307e-02 9.43339658e-03 -1.85979712e-01
2.34407369e-02 1.95519919e-01]
[ -4.91863518e-03 -6.50045562e-02 -6.98676240e-02 -6.18664486e-02
-2.12356429e-03 -1.75551695e-01 9.51468955e-02 8.99855417e-03
2.84152819e-02 -6.46934341e-03]
[ 3.00307575e-02 9.06776649e-02 2.44016121e-01 7.40949083e-02
-2.30279639e-01 -1.36863807e-01 9.20263166e-02 3.92682336e-02
-1.85980928e-01 1.06446757e-01]
[ 7.82594323e-02 5.98414926e-02 1.09265290e-01 1.40427914e-02
-2.58487677e-01 6.54247873e-02 3.50287261e-02 -2.70556313e-01
-1.23786010e-02 -8.13534478e-02]
[ -5.39876414e-03 1.19600302e-01 8.61412038e-02 -2.55364056e-02
-7.60948095e-02 1.77853751e-01 7.10956735e-02 1.18508182e-01
-1.73609901e-02 1.76789418e-01]
[ 2.27380699e-01 9.76015391e-02 3.04703149e-02 8.64345426e-02
-2.74595545e-03 -2.61513920e-02 -2.02143550e-01 1.48770237e-01
-5.00982292e-02 -1.41208075e-02]
[ 4.65697958e-02 2.56203012e-02 1.82248237e-02 4.55000689e-02
-4.40519203e-01 -1.24519435e-01 -2.27223432e-01 4.12331913e-02
1.21714969e-01 1.95900120e-01]
[ 5.97554457e-02 5.02948370e-01 1.28279395e-01 4.39331641e-01
-1.25529054e+00 -3.05097735e-01 -5.78202071e-01 -7.08123667e-02
3.02126075e-01 3.45416357e-01]
[ 1.75950182e-01 4.90065743e-01 6.65509823e-02 4.28361472e-01
-1.00970020e+00 -8.21455216e-02 -4.27419770e-01 1.50855036e-01
2.11787029e-01 4.76859246e-01]
[ 2.52026355e-01 3.30505797e-01 2.47211747e-01 1.52404992e-01
-4.99818206e-01 7.95564026e-02 -2.31370789e-01 1.62574975e-01
2.43512664e-01 8.27316966e-02]
[ -7.17195458e-02 2.40677250e-01 2.41807485e-01 1.91661120e-02
-6.55941602e-02 1.29832847e-01 -1.17430461e-01 -1.49826629e-02
-3.04881643e-02 5.29457295e-02]
[ -9.95435234e-02 7.70700706e-03 2.41645636e-02 9.24353229e-02
-6.32386164e-02 1.15971751e-01 2.37536921e-01 1.98547221e-02
-2.75082219e-01 -9.35345276e-02]
[ -2.22961428e-01 -3.85070434e-02 -9.45127971e-02 -3.46506628e-01
1.87055977e-01 1.19735483e-01 1.11144632e-01 1.03117396e-01
-2.08454932e-01 3.10882805e-02]
[ 1.00043448e-02 -4.14302315e-01 -1.27902446e-01 -1.61373497e-01
3.70472075e-01 2.52657559e-02 1.95708033e-01 1.52324297e-01
-1.65422171e-01 -2.22189813e-01]
[ 9.87631137e-02 -2.50702181e-01 -1.61679283e-01 -3.63766987e-02
-6.98734006e-02 -4.12530399e-02 1.25171130e-01 -1.56578482e-01
1.04409709e-01 -1.75009324e-01]
[ -1.16026961e-01 2.37076455e-02 2.65218486e-01 -1.25223789e-03
1.60077900e-01 7.83844843e-02 7.19638909e-02 -2.97060863e-01
-1.08506602e-01 -5.54549181e-02]
[ -3.40231916e-01 5.18400725e-03 1.78769913e-02 -1.48774751e-02
1.43166803e-01 -1.78737923e-01 1.79958788e-02 2.34855189e-01
-7.54278073e-02 8.42135498e-02]
[ 1.48741068e-01 -1.41419577e-02 -2.31960222e-01 -7.33280287e-02
1.12938431e-01 -3.01525267e-01 8.78141461e-02 -1.66595600e-01
6.96316902e-03 -1.80098809e-01]
[ 2.22100525e-01 -1.96489656e-01 6.87972493e-02 -7.06527826e-03
5.94240465e-02 -4.22071956e-02 4.14663735e-02 -1.35411301e-01
1.24838406e-01 -1.62183592e-01]
[ -1.05033391e-01 -8.54876275e-02 1.21428255e-01 1.08947361e-01
2.77497496e-02 -1.14745214e-01 2.57826075e-01 -7.84511675e-02
1.81363266e-01 -2.59692787e-03]
[ -3.28588347e-02 -2.10977626e-01 1.86156220e-01 -2.94916643e-01
-1.90826927e-01 1.29316520e-01 1.08120987e-01 -1.22155213e-01
-5.88905121e-03 1.89843227e-01]]
[[ 0.63551486]
[ 1.73882071]
[ 0.24309917]
[ 0.88561286]
[-2.75774652]
[-0.26055228]
[-1.7496433 ]
[ 0.08670974]
[ 0.70124207]
[ 0.88741606]]
Progress: 46.2% ... Training loss: 0.266 ... Validation loss: 0.450[[ 1.71050528e-01 2.71348898e-01 -1.01187924e-01 1.18491447e-01
-5.11278516e-01 -7.39298709e-02 -9.49806729e-02 1.21211814e-01
-4.44778970e-02 2.14150426e-01]
[ 9.03546502e-03 1.28549791e-01 -2.09727618e-02 4.09785407e-02
9.57245435e-02 -5.07507430e-03 3.33965038e-01 4.04618379e-02
1.38601078e-01 -3.31375831e-02]
[ 1.98478957e-01 7.73070480e-01 1.18096813e-02 -5.31236520e-02
7.63615741e-01 -2.16112824e-02 -9.24047408e-01 -4.13575386e-02
5.44732714e-02 2.88894730e-01]
[ 5.55703536e-02 -4.12226033e-01 -1.92125339e-01 2.03089875e-01
3.57154063e-03 1.25940607e-01 2.31015210e-01 6.52400106e-02
1.37391680e-01 3.06103850e-01]
[ -3.39252085e-02 5.76583244e-02 -1.52064042e-01 3.03188144e-02
-4.65639842e-02 -1.77378504e-01 1.08512577e-01 -1.18268630e-01
-2.04836299e-01 -6.31912296e-02]
[ -3.95979323e-01 -6.64994196e-01 -3.02152915e-01 1.49949645e-01
-1.70449457e-01 4.16605944e-02 3.69655086e-01 -3.97859362e-02
-3.15587007e-02 -3.35359894e-02]
[ -8.06880982e-03 -2.60378446e-01 8.60682507e-03 8.75468297e-02
-2.42424352e-02 -7.02365906e-02 1.93044807e-01 -1.91945544e-01
1.95631646e-01 3.55302743e-02]
[ 1.04501726e-01 -2.90128940e-01 3.00476153e-02 -7.98561992e-02
5.91732149e-03 -4.65436548e-02 9.57456482e-02 1.17075348e-01
7.49334373e-02 -2.62983135e-02]
[ -1.75910731e-01 -1.82054450e-01 -3.02124300e-01 -1.86231786e-02
-6.29463135e-02 6.77446492e-02 -9.80054249e-02 -2.94910172e-02
2.68922114e-01 -1.31476969e-01]
[ 2.45510227e-02 -4.50412527e-01 7.36927658e-02 -2.19455153e-02
-2.22222051e-01 -1.06536283e-01 2.38429406e-01 -1.11197783e-01
-7.42359101e-03 6.03434363e-02]
[ -8.34200775e-02 -1.26308936e-01 3.21777648e-03 -1.34232790e-01
-8.95820901e-02 1.23351047e-02 2.33991800e-01 -1.02799982e-01
-4.56643333e-03 -1.15307399e-01]
[ -1.21069380e-01 -2.22424840e-01 -6.90384379e-02 1.45103688e-02
3.22837912e-01 9.88383975e-02 1.71572161e-01 -1.59470943e-02
-1.64355095e-01 -2.06003245e-01]
[ -1.58675381e-01 2.20568838e-03 6.11290306e-02 1.94514525e-02
-1.68983283e-01 -2.18905227e-01 -1.74631971e-01 -1.97254366e-01
8.46942352e-02 1.71322563e-01]
[ -2.84920483e-01 -3.49612598e-01 9.42577918e-02 2.13109373e-01
-1.45260282e-01 -6.36369954e-02 1.06007229e-01 -2.61316586e-01
-2.76498055e-01 -9.24943112e-02]
[ 9.72376179e-02 -2.07057233e-01 -2.43671646e-02 1.11645400e-01
-5.69490384e-02 -8.72978136e-02 2.57850146e-01 2.16588447e-03
2.22176234e-02 -2.30044925e-03]
[ 4.01800872e-02 -1.09549170e-01 -2.09582998e-01 1.54718433e-01
-9.04735563e-02 8.02224404e-02 -3.56894458e-02 -1.97125133e-02
-8.43881574e-02 4.75082544e-04]
[ -1.20975775e-01 -9.25657065e-02 -2.01737660e-01 1.58332251e-01
1.80183234e-03 1.33644975e-01 1.73356981e-02 -2.50727437e-01
7.26189544e-02 -1.95279207e-01]
[ -5.94698013e-02 -4.32364112e-02 2.79213096e-01 1.13392742e-01
8.08696551e-02 -6.50596136e-02 -1.26674450e-01 1.21506646e-01
8.59678362e-02 5.18211375e-02]
[ 6.11176422e-02 -1.47764613e-02 8.85293690e-02 9.04067655e-02
2.09696619e-02 -1.73661036e-02 2.01827421e-01 1.20188354e-01
-2.43732282e-02 -5.59445087e-02]
[ 9.45968754e-03 -1.44409811e-01 -2.92650505e-01 -5.33437473e-02
1.01767266e-01 -9.24277591e-02 1.28748966e-01 1.62632131e-01
1.06695357e-01 -3.16582639e-02]
[ 5.04688843e-02 -4.19219214e-02 -1.15089634e-01 4.98773443e-02
-1.28745659e-01 3.19647376e-01 2.75285280e-01 2.04612163e-01
-1.55838883e-01 -5.56925712e-02]
[ 4.45803487e-03 -8.31439937e-03 1.23570706e-01 1.10892387e-01
5.36944379e-03 1.04513027e-01 -1.00277517e-01 -4.15657141e-02
2.19573763e-01 8.75519349e-02]
[ 1.15214813e-01 7.91708851e-02 -4.26196318e-02 -9.08588828e-02
-1.22138874e-01 -3.32218603e-01 1.18459071e-01 8.96298376e-03
1.49199145e-01 9.63630231e-02]
[ -1.03668068e-01 -5.77014131e-02 -1.60739389e-02 2.21455220e-02
-2.80503383e-02 -2.04582014e-01 -5.25603543e-02 -2.02842015e-02
1.80554198e-02 1.26177142e-01]
[ -1.64613095e-01 -1.33771362e-01 -2.04966642e-01 -2.67251904e-02
-2.93701265e-01 2.39792984e-03 6.62149033e-02 -2.58634258e-02
-1.43777135e-02 3.48291017e-02]
[ -3.09301332e-02 -1.37263349e-01 -7.51623954e-02 -1.26268823e-01
5.26976949e-01 2.75556365e-01 6.03555293e-01 1.13031605e-01
-1.81477097e-01 -3.79499761e-01]
[ -1.60017802e-02 -4.43681775e-01 -3.04991428e-02 -7.08587799e-02
6.51291597e-01 9.97090415e-02 5.68455893e-01 9.15306547e-02
3.16162712e-02 -3.85994577e-01]
[ 1.24313228e-02 -5.00831267e-01 -4.32307182e-02 -1.04231521e-01
6.68376542e-01 2.21560092e-02 5.34963490e-01 4.87790788e-02
-3.62271157e-01 -2.17702346e-01]
[ -1.75397910e-01 -6.43245466e-01 -1.09461106e-02 -2.06506784e-01
7.80700321e-01 -9.02693011e-02 6.65243617e-01 -8.34046669e-02
-7.02268545e-02 8.36197337e-02]
[ -3.04517510e-01 -4.70295849e-01 5.29548418e-02 -5.55403838e-02
9.33420497e-01 1.44162966e-01 4.81316903e-01 4.67817010e-02
-9.49575867e-02 -1.43278057e-01]
[ -2.13052190e-01 -3.51525289e-01 2.49532775e-01 -2.48918489e-01
6.83581430e-01 -4.29986418e-02 7.33231401e-01 1.23578709e-02
-2.62250311e-01 -3.25897367e-02]
[ -1.37081081e-01 -2.50183239e-01 -1.83325838e-01 -1.08360907e-01
5.07583836e-01 -2.28149765e-01 2.03673167e-01 1.68157811e-01
-1.44687742e-02 -1.24978518e-01]
[ 1.00930149e-01 2.49207724e-01 1.59540241e-01 -1.06257548e-01
-7.13410654e-02 5.46177110e-02 -1.48274880e-01 2.81340708e-01
6.35993000e-02 1.68787412e-01]
[ 3.54279484e-01 3.52866799e-01 -8.02988598e-02 3.14645179e-01
-9.03662378e-01 -2.88093911e-01 -4.93766648e-01 1.77448274e-01
3.92324330e-01 -1.95046675e-02]
[ 4.71695942e-02 1.23067025e-01 2.53466955e-01 2.47369909e-01
-5.29074623e-02 -1.96408473e-01 -1.73675866e-01 -1.33163334e-01
-1.39370504e-01 -2.90467856e-01]
[ 1.56559453e-02 -9.39822259e-02 -1.22505205e-01 -6.63361819e-02
2.42614825e-01 4.29851843e-02 9.67016895e-03 -1.85989969e-01
2.33617305e-02 1.95414733e-01]
[ -5.43085549e-03 -6.63267249e-02 -7.00508242e-02 -6.25945807e-02
1.42578247e-04 -1.75364122e-01 9.65623241e-02 8.92683640e-03
2.78441343e-02 -7.16385234e-03]
[ 3.02900108e-02 9.15781619e-02 2.44112520e-01 7.44417051e-02
-2.30861224e-01 -1.36952919e-01 9.11367191e-02 3.92916308e-02
-1.85745075e-01 1.06790572e-01]
[ 7.81520976e-02 5.91900634e-02 1.09222106e-01 1.38806804e-02
-2.57419456e-01 6.54725633e-02 3.55539872e-02 -2.70575190e-01
-1.25463718e-02 -8.15452352e-02]
[ -5.58819317e-03 1.19136856e-01 8.60672325e-02 -2.58012344e-02
-7.52278832e-02 1.77934279e-01 7.16040508e-02 1.18481820e-01
-1.75626111e-02 1.76510915e-01]
[ 2.27245954e-01 9.75720844e-02 3.04107771e-02 8.62350405e-02
-2.82801344e-03 -2.61046388e-02 -2.02210460e-01 1.48756667e-01
-5.02382777e-02 -1.42978207e-02]
[ 4.67066483e-02 2.59142249e-02 1.82637798e-02 4.56947368e-02
-4.41195590e-01 -1.24589044e-01 -2.27362139e-01 4.12536353e-02
1.21873350e-01 1.96049430e-01]
[ 5.90515882e-02 5.01361216e-01 1.28015540e-01 4.38478968e-01
-1.25221463e+00 -3.04809925e-01 -5.76447198e-01 -7.09072913e-02
3.01379235e-01 3.44533694e-01]
[ 1.75671056e-01 4.90057512e-01 6.64892649e-02 4.28063994e-01
-1.00896020e+00 -8.20686487e-02 -4.27372867e-01 1.50827017e-01
2.11672055e-01 4.76355815e-01]
[ 2.51631012e-01 3.29875651e-01 2.47053592e-01 1.51826617e-01
-4.99029940e-01 7.97265456e-02 -2.30602967e-01 1.62518975e-01
2.43076260e-01 8.22138853e-02]
[ -7.18561379e-02 2.40594453e-01 2.41760369e-01 1.89882901e-02
-6.59865447e-02 1.29879341e-01 -1.17270708e-01 -1.49937220e-02
-3.06153838e-02 5.27768351e-02]
[ -9.96592936e-02 7.56261139e-03 2.41198858e-02 9.22722449e-02
-6.30459090e-02 1.16020502e-01 2.37663824e-01 1.98384897e-02
-2.75211742e-01 -9.36874741e-02]
[ -2.23236951e-01 -3.91762854e-02 -9.46261086e-02 -3.46914893e-01
1.88278550e-01 1.19851967e-01 1.11775343e-01 1.03083998e-01
-2.08794764e-01 3.06291969e-02]
[ 9.80867023e-03 -4.14597685e-01 -1.27990117e-01 -1.61673620e-01
3.71134196e-01 2.53546504e-02 1.95991075e-01 1.52295891e-01
-1.65639983e-01 -2.22442323e-01]
[ 9.54698432e-02 -2.58958802e-01 -1.62948640e-01 -4.10596860e-02
-5.82735763e-02 -3.98464462e-02 1.33450462e-01 -1.57043617e-01
1.00802031e-01 -1.79710496e-01]
[ -1.16111239e-01 2.38089438e-02 2.65183461e-01 -1.51522387e-03
1.61886357e-01 7.84124848e-02 7.14962836e-02 -2.97060277e-01
-1.08545168e-01 -5.56468860e-02]
[ -3.40573312e-01 3.61481732e-03 1.77643441e-02 -1.54282825e-02
1.46237342e-01 -1.78606517e-01 1.94662857e-02 2.34803988e-01
-7.58023694e-02 8.38037640e-02]
[ 1.49762806e-01 -1.20889830e-02 -2.31534671e-01 -7.17721339e-02
1.08010955e-01 -3.01993975e-01 8.60947492e-02 -1.66438244e-01
8.15448189e-03 -1.78727715e-01]
[ 2.21361571e-01 -1.97973278e-01 6.84997861e-02 -8.13308150e-03
6.22552651e-02 -4.19082950e-02 4.28553835e-02 -1.35513737e-01
1.23986499e-01 -1.63258980e-01]
[ -1.05842693e-01 -8.74019969e-02 1.21103331e-01 1.07803344e-01
3.16656778e-02 -1.14421229e-01 2.59528243e-01 -7.85674884e-02
1.80461984e-01 -3.64761404e-03]
[ -3.29395079e-02 -2.11108144e-01 1.86110882e-01 -2.95049787e-01
-1.90968245e-01 1.29381780e-01 1.08382122e-01 -1.22179611e-01
-5.91366439e-03 1.89770295e-01]]
[[ 0.61976829]
[ 1.72380063]
[ 0.2292326 ]
[ 0.87128147]
[-2.7715987 ]
[-0.2721186 ]
[-1.76069581]
[ 0.07440786]
[ 0.68490045]
[ 0.87295602]]
Progress: 46.3% ... Training loss: 0.268 ... Validation loss: 0.451[[ 1.68851357e-01 2.67893263e-01 -1.02007424e-01 1.15331384e-01
-5.02593344e-01 -7.29491404e-02 -9.07086331e-02 1.20951116e-01
-4.69925281e-02 2.11177045e-01]
[ 9.00575198e-03 1.27740495e-01 -2.09954075e-02 4.09370640e-02
9.64692268e-02 -5.05058400e-03 3.34706124e-01 4.04583432e-02
1.38642363e-01 -3.30398198e-02]
[ 1.98428201e-01 7.72269371e-01 1.17471551e-02 -5.32603153e-02
7.67936368e-01 -2.15612692e-02 -9.24074449e-01 -4.13720248e-02
5.42838380e-02 2.88789003e-01]
[ 5.91413386e-02 -4.05623107e-01 -1.90770313e-01 2.08537021e-01
-1.01338020e-02 1.24391603e-01 2.24484089e-01 6.56835793e-02
1.41647994e-01 3.11464125e-01]
[ -3.35696689e-02 5.78494460e-02 -1.51892744e-01 3.08983238e-02
-4.84805423e-02 -1.77690409e-01 1.07702316e-01 -1.18198102e-01
-2.04400767e-01 -6.26286749e-02]
[ -3.96964825e-01 -6.67114524e-01 -3.02509657e-01 1.48526013e-01
-1.67974012e-01 4.20791767e-02 3.71866749e-01 -3.99034576e-02
-3.26180065e-02 -3.48877875e-02]
[ -8.12994422e-03 -2.61834224e-01 8.59435984e-03 8.74725265e-02
-2.39102538e-02 -7.02088998e-02 1.93748034e-01 -1.91948602e-01
1.95636993e-01 3.55496482e-02]
[ 1.03593931e-01 -2.92621881e-01 2.96981292e-02 -8.11629388e-02
1.01679164e-02 -4.61168372e-02 9.77834427e-02 1.16960107e-01
7.40451150e-02 -2.74424099e-02]
[ -1.75630227e-01 -1.80826946e-01 -3.02045174e-01 -1.82058538e-02
-6.48709133e-02 6.76182956e-02 -9.84772327e-02 -2.94482511e-02
2.69153077e-01 -1.31005434e-01]
[ 2.28002373e-02 -4.54831204e-01 7.30075365e-02 -2.46097689e-02
-2.16536682e-01 -1.05764385e-01 2.42814093e-01 -1.11413775e-01
-9.28839057e-03 5.79192185e-02]
[ -8.37587350e-02 -1.27042676e-01 3.10706990e-03 -1.34605157e-01
-8.82032603e-02 1.24921062e-02 2.34602671e-01 -1.02833469e-01
-4.91378401e-03 -1.15524274e-01]
[ -1.20653864e-01 -2.22113965e-01 -6.88820692e-02 1.51596410e-02
3.20907335e-01 9.86562348e-02 1.71057479e-01 -1.58906691e-02
-1.63854263e-01 -2.05367137e-01]
[ -1.58675381e-01 2.20568838e-03 6.11290306e-02 1.94514525e-02
-1.68983283e-01 -2.18905227e-01 -1.74631971e-01 -1.97254366e-01
8.46942352e-02 1.71322563e-01]
[ -2.85055979e-01 -3.49694620e-01 9.42074183e-02 2.12917608e-01
-1.45174352e-01 -6.35783367e-02 1.06197817e-01 -2.61332167e-01
-2.76650832e-01 -9.26659147e-02]
[ 9.66891539e-02 -2.08070060e-01 -2.45644651e-02 1.10858492e-01
-5.50906801e-02 -8.70617096e-02 2.58877921e-01 2.09903336e-03
2.16128509e-02 -3.05671956e-03]
[ 3.96941828e-02 -1.10851285e-01 -2.09764738e-01 1.54004880e-01
-8.93534938e-02 8.04301451e-02 -3.45104986e-02 -1.97696582e-02
-8.48976428e-02 -2.04574914e-04]
[ -1.19976960e-01 -9.11103914e-02 -2.01351262e-01 1.59752361e-01
-2.30240489e-03 1.33208867e-01 1.55375346e-02 -2.50602718e-01
7.37477198e-02 -1.93805386e-01]
[ -5.98331311e-02 -4.44300960e-02 2.79077867e-01 1.12864025e-01
8.26274643e-02 -6.49037703e-02 -1.25737011e-01 1.21461835e-01
8.55645151e-02 5.13189143e-02]
[ 6.07153161e-02 -1.58430902e-02 8.83867663e-02 8.98823211e-02
2.23785422e-02 -1.71896399e-02 2.02872775e-01 1.20143186e-01
-2.47443962e-02 -5.64579239e-02]
[ 9.58464656e-03 -1.44353932e-01 -2.92629147e-01 -5.32501022e-02
1.01709373e-01 -9.24611494e-02 1.28524335e-01 1.62640495e-01
1.06795160e-01 -3.15487231e-02]
[ 5.00604051e-02 -4.27251884e-02 -1.15246042e-01 4.92746855e-02
-1.27106700e-01 3.19835821e-01 2.76047805e-01 2.04560288e-01
-1.56333405e-01 -5.62445596e-02]
[ 3.70630296e-03 -1.02978114e-02 1.23301393e-01 1.09901268e-01
8.75055390e-03 1.04839366e-01 -9.84155460e-02 -4.16558656e-02
2.18928924e-01 8.66453083e-02]
[ 1.16402401e-01 8.22891428e-02 -4.21993265e-02 -8.91549007e-02
-1.26459928e-01 -3.32733602e-01 1.15507432e-01 9.11380275e-03
1.50363256e-01 9.80659964e-02]
[ -1.04498285e-01 -5.95463119e-02 -1.63839398e-02 2.09731721e-02
-2.58749546e-02 -2.04228851e-01 -5.02596769e-02 -2.03826315e-02
1.72058902e-02 1.25042103e-01]
[ -1.64672436e-01 -1.33953501e-01 -2.04991302e-01 -2.68187617e-02
-2.93510951e-01 2.42644296e-03 6.63649377e-02 -2.58703691e-02
-1.44512967e-02 3.47546039e-02]
[ -3.09759234e-02 -1.37465776e-01 -7.51769062e-02 -1.26328066e-01
5.27218455e-01 2.75573499e-01 6.03749194e-01 1.13026991e-01
-1.81523793e-01 -3.79557841e-01]
[ -1.58025169e-02 -4.43335971e-01 -3.04431119e-02 -7.05625910e-02
6.50373622e-01 9.96134259e-02 5.68111969e-01 9.15556889e-02
3.18325874e-02 -3.85697130e-01]
[ 1.24956495e-02 -5.01044160e-01 -4.32116314e-02 -1.04171897e-01
6.68189605e-01 2.21366798e-02 5.35139189e-01 4.87840473e-02
-3.62199908e-01 -2.17617818e-01]
[ -1.75592534e-01 -6.43574877e-01 -1.10203885e-02 -2.06784950e-01
7.81488233e-01 -9.01831629e-02 6.65551518e-01 -8.34282024e-02
-7.04471984e-02 8.33401358e-02]
[ -3.04533600e-01 -4.70925636e-01 5.29629309e-02 -5.55241674e-02
9.33528731e-01 1.44171510e-01 4.81836416e-01 4.67820241e-02
-9.49233787e-02 -1.43215073e-01]
[ -2.13054367e-01 -3.51745051e-01 2.49535551e-01 -2.48914183e-01
6.83797701e-01 -4.30036436e-02 7.33296551e-01 1.23564646e-02
-2.62247989e-01 -3.25729878e-02]
[ -1.37292636e-01 -2.50411355e-01 -1.83402562e-01 -1.08693887e-01
5.08192877e-01 -2.28041229e-01 2.03988397e-01 1.68129259e-01
-1.47378903e-02 -1.25320036e-01]
[ 1.00599405e-01 2.48332520e-01 1.59407175e-01 -1.06810720e-01
-7.01156004e-02 5.47852279e-02 -1.47407703e-01 2.81295297e-01
6.32305569e-02 1.68290545e-01]
[ 3.54325211e-01 3.53808700e-01 -8.02910957e-02 3.14814414e-01
-9.04934754e-01 -2.88124612e-01 -4.94141287e-01 1.77463453e-01
3.92377457e-01 -1.93678491e-02]
[ 4.77603070e-02 1.24275981e-01 2.53682104e-01 2.48145664e-01
-5.51887887e-02 -1.96670272e-01 -1.75057493e-01 -1.33093167e-01
-1.38706579e-01 -2.89638293e-01]
[ 1.53513825e-02 -9.46152093e-02 -1.22617064e-01 -6.67590048e-02
2.43529953e-01 4.31191319e-02 1.02745554e-02 -1.86026607e-01
2.30188633e-02 1.94993237e-01]
[ -5.24341763e-03 -6.56364228e-02 -6.99765282e-02 -6.23192551e-02
-7.90771588e-04 -1.75451462e-01 9.59745700e-02 8.95022220e-03
2.80433133e-02 -6.87692149e-03]
[ 3.02705149e-02 9.15324426e-02 2.44106274e-01 7.44157064e-02
-2.30753288e-01 -1.36944146e-01 9.12099935e-02 3.92894999e-02
-1.85766328e-01 1.06765293e-01]
[ 7.78850811e-02 5.84511593e-02 1.09121734e-01 1.34800825e-02
-2.56253884e-01 6.55946837e-02 3.62715732e-02 -2.70606672e-01
-1.28459829e-02 -8.19217563e-02]
[ -5.96979503e-03 1.18217631e-01 8.59182456e-02 -2.63788933e-02
-7.37683955e-02 1.78094515e-01 7.25070321e-02 1.18437696e-01
-1.80162573e-02 1.75948114e-01]
[ 2.26865295e-01 9.64490170e-02 3.02531543e-02 8.56403178e-02
-1.26327277e-03 -2.59313654e-02 -2.01266470e-01 1.48706522e-01
-5.07022045e-02 -1.48858637e-02]
[ 4.64902436e-02 2.53861651e-02 1.81897751e-02 4.53919116e-02
-4.40333854e-01 -1.24506174e-01 -2.26869765e-01 4.12284901e-02
1.21639704e-01 1.95782503e-01]
[ 5.82026085e-02 4.98976128e-01 1.27696981e-01 4.37335336e-01
-1.24829892e+00 -3.04412673e-01 -5.74329694e-01 -7.10113158e-02
3.00607775e-01 3.43452584e-01]
[ 1.75577402e-01 4.89849481e-01 6.64524534e-02 4.27923460e-01
-1.00852128e+00 -8.20265107e-02 -4.27148269e-01 1.50815018e-01
2.11562537e-01 4.76215480e-01]
[ 2.51665679e-01 3.29997786e-01 2.47069818e-01 1.51867335e-01
-4.99296390e-01 7.96984883e-02 -2.30747401e-01 1.62523740e-01
2.43102258e-01 8.22908943e-02]
[ -7.13306650e-02 2.41818134e-01 2.41961708e-01 1.97556440e-02
-6.84327093e-02 1.29647837e-01 -1.18449028e-01 -1.49250472e-02
-3.00089596e-02 5.35697895e-02]
[ -9.97507748e-02 7.46481461e-03 2.40892932e-02 9.21465957e-02
-6.28385016e-02 1.16063737e-01 2.37720211e-01 1.98271540e-02
-2.75322320e-01 -9.38161087e-02]
[ -2.23229714e-01 -3.93590333e-02 -9.46114941e-02 -3.46859078e-01
1.88102197e-01 1.19837659e-01 1.11907052e-01 1.03090276e-01
-2.08752809e-01 3.07050149e-02]
[ 9.88473494e-03 -4.14412783e-01 -1.27961423e-01 -1.61563506e-01
3.70923678e-01 2.53233296e-02 1.95773287e-01 1.52304605e-01
-1.65554598e-01 -2.22340901e-01]
[ 9.51471368e-02 -2.59702844e-01 -1.63034033e-01 -4.15004528e-02
-5.79604059e-02 -3.97225411e-02 1.33860747e-01 -1.57075773e-01
1.00491067e-01 -1.80052920e-01]
[ -1.16117763e-01 2.29211241e-02 2.65194689e-01 -1.46340734e-03
1.62281170e-01 7.84059328e-02 7.22252487e-02 -2.97056880e-01
-1.08419995e-01 -5.54620352e-02]
[ -3.40409935e-01 3.82089474e-03 1.78274318e-02 -1.52046508e-02
1.45722613e-01 -1.78691403e-01 1.89722415e-02 2.34824855e-01
-7.56213286e-02 8.40383871e-02]
[ 1.49930927e-01 -1.20614160e-02 -2.31533627e-01 -7.15939854e-02
1.07502077e-01 -3.02039187e-01 8.59667173e-02 -1.66413319e-01
8.19775732e-03 -1.78537991e-01]
[ 2.20733797e-01 -1.99048188e-01 6.82579091e-02 -9.02578754e-03
6.50433255e-02 -4.16312921e-02 4.40099308e-02 -1.35594397e-01
1.23323475e-01 -1.64119108e-01]
[ -1.06504420e-01 -8.90078016e-02 1.20864574e-01 1.06863047e-01
3.40562975e-02 -1.14141219e-01 2.61229940e-01 -7.86461067e-02
1.79735450e-01 -4.56036733e-03]
[ -3.33261987e-02 -2.11870756e-01 1.85961982e-01 -2.95616963e-01
-1.90697679e-01 1.29584249e-01 1.09489580e-01 -1.22230421e-01
-6.27395155e-03 1.89271416e-01]]
[[ 0.61394387]
[ 1.71831763]
[ 0.22221457]
[ 0.86601862]
[-2.77315688]
[-0.2764044 ]
[-1.76574348]
[ 0.068831 ]
[ 0.67972399]
[ 0.86685307]]
Progress: 46.4% ... Training loss: 0.274 ... Validation loss: 0.456[[ 1.70335312e-01 2.71258913e-01 -1.01372773e-01 1.17778774e-01
-5.09682499e-01 -7.36331266e-02 -9.42522866e-02 1.21138968e-01
-4.50517471e-02 2.13692762e-01]
[ 8.87232858e-03 1.27375164e-01 -2.10420831e-02 4.07409137e-02
9.69535970e-02 -4.98954366e-03 3.35057153e-01 4.04418145e-02
1.38503075e-01 -3.32065560e-02]
[ 1.98601802e-01 7.73879081e-01 1.18062834e-02 -5.29700861e-02
7.66641317e-01 -2.16217622e-02 -9.25614095e-01 -4.13548042e-02
5.45794050e-02 2.89263879e-01]
[ 5.60879828e-02 -4.15054862e-01 -1.91864084e-01 2.04408055e-01
3.41666740e-04 1.25701495e-01 2.34110381e-01 6.53430231e-02
1.38240128e-01 3.07316840e-01]
[ -3.57261640e-02 5.21630860e-02 -1.52790618e-01 2.75383370e-02
-4.04499590e-02 -1.76595629e-01 1.13735401e-01 -1.18469290e-01
-2.06774287e-01 -6.58027523e-02]
[ -3.96414772e-01 -6.66553525e-01 -3.02257128e-01 1.49418345e-01
-1.71364193e-01 4.18002995e-02 3.71074865e-01 -3.98345159e-02
-3.18672501e-02 -3.40824085e-02]
[ -7.58299556e-03 -2.60553899e-01 8.78621172e-03 8.82876715e-02
-2.58593190e-02 -7.04178299e-02 1.92212792e-01 -1.91894252e-01
1.96215129e-01 3.63373027e-02]
[ 1.04886815e-01 -2.89611470e-01 3.02311501e-02 -7.90392412e-02
3.93412334e-03 -4.67341091e-02 9.43785732e-02 1.17124699e-01
7.57197806e-02 -2.52705962e-02]
[ -1.74963442e-01 -1.79664327e-01 -3.01793538e-01 -1.72253352e-02
-6.79663176e-02 6.72874324e-02 -9.99621090e-02 -2.93690716e-02
2.69930088e-01 -1.29981562e-01]
[ 2.62876028e-02 -4.46706869e-01 7.43393753e-02 -1.94462481e-02
-2.31428054e-01 -1.07344899e-01 2.33558725e-01 -1.11007414e-01
-5.19154891e-03 6.30674570e-02]
[ -8.40045308e-02 -1.27919699e-01 3.05419519e-03 -1.34829548e-01
-8.84062415e-02 1.25829051e-02 2.35467991e-01 -1.02860509e-01
-5.11433836e-03 -1.15759683e-01]
[ -1.20838763e-01 -2.23346924e-01 -6.89319962e-02 1.50322032e-02
3.21333244e-01 9.87100077e-02 1.72230655e-01 -1.59029281e-02
-1.63969981e-01 -2.05491248e-01]
[ -1.58675381e-01 2.20568838e-03 6.11290306e-02 1.94514525e-02
-1.68983283e-01 -2.18905227e-01 -1.74631971e-01 -1.97254366e-01
8.46942352e-02 1.71322563e-01]
[ -2.84804298e-01 -3.49494046e-01 9.43227744e-02 2.13310749e-01
-1.46210315e-01 -6.37208530e-02 1.05908083e-01 -2.61297696e-01
-2.76290084e-01 -9.22258555e-02]
[ 9.68110400e-02 -2.07905419e-01 -2.45137359e-02 1.11052505e-01
-5.60275219e-02 -8.71191118e-02 2.58624843e-01 2.11379906e-03
2.17755487e-02 -2.85655472e-03]
[ 3.99725650e-02 -1.10472807e-01 -2.09634292e-01 1.54483637e-01
-9.10870879e-02 8.02943414e-02 -3.49237991e-02 -1.97359228e-02
-8.45335225e-02 1.62299425e-04]
[ -1.19241908e-01 -8.92584811e-02 -2.01088729e-01 1.60761115e-01
-5.11827289e-03 1.32891253e-01 1.34216288e-02 -2.50526779e-01
7.45017716e-02 -1.92856435e-01]
[ -6.06549124e-02 -4.69712817e-02 2.78748394e-01 1.11707463e-01
8.59653849e-02 -6.45130239e-02 -1.23151769e-01 1.21360145e-01
8.46861230e-02 5.01680052e-02]
[ 6.12453801e-02 -1.42838776e-02 8.85978972e-02 9.06554726e-02
2.04952526e-02 -1.74091427e-02 2.01218027e-01 1.20208052e-01
-2.41897076e-02 -5.56532972e-02]
[ 9.91784802e-03 -1.43484202e-01 -2.92497741e-01 -5.28026279e-02
1.00058878e-01 -9.26203731e-02 1.27396779e-01 1.62678141e-01
1.07207355e-01 -3.10736233e-02]
[ 5.06999172e-02 -4.09970150e-02 -1.14965859e-01 5.04562502e-02
-1.31214273e-01 3.19476309e-01 2.74228728e-01 2.04651305e-01
-1.55417381e-01 -5.50584483e-02]
[ 4.24307723e-03 -9.26017106e-03 1.23508707e-01 1.10728139e-01
7.22338435e-03 1.04631477e-01 -9.95795685e-02 -4.15933065e-02
2.19521507e-01 8.74905108e-02]
[ 1.16383289e-01 8.20693061e-02 -4.22130628e-02 -8.92290911e-02
-1.26396085e-01 -3.32727285e-01 1.15783823e-01 9.11091808e-03
1.50335559e-01 9.80225241e-02]
[ -1.04026589e-01 -5.87042188e-02 -1.61959320e-02 2.17222573e-02
-2.82800165e-02 -2.04470032e-01 -5.13614709e-02 -2.03243176e-02
1.78044320e-02 1.25809537e-01]
[ -1.64673121e-01 -1.33810578e-01 -2.04996161e-01 -2.68291302e-02
-2.93485303e-01 2.43408108e-03 6.62256467e-02 -2.58720437e-02
-1.44802889e-02 3.47031807e-02]
[ -3.09899341e-02 -1.37504480e-01 -7.51871728e-02 -1.26369286e-01
5.27205550e-01 2.75589402e-01 6.03799063e-01 1.13022656e-01
-1.81553141e-01 -3.79619779e-01]
[ -1.58378365e-02 -4.43490022e-01 -3.04558671e-02 -7.06120937e-02
6.50561867e-01 9.96274233e-02 5.68236547e-01 9.15519081e-02
3.17951711e-02 -3.85748935e-01]
[ 1.27211737e-02 -5.00612392e-01 -4.31291956e-02 -1.03835041e-01
6.67278672e-01 2.20312168e-02 5.34605229e-01 4.88104496e-02
-3.61943887e-01 -2.17283053e-01]
[ -1.75452941e-01 -6.43370854e-01 -1.09593581e-02 -2.06547873e-01
7.80872507e-01 -9.02591503e-02 6.65295820e-01 -8.34106257e-02
-7.02767843e-02 8.35645060e-02]
[ -3.04280383e-01 -4.70709500e-01 5.30762444e-02 -5.50887542e-02
9.32235475e-01 1.44035977e-01 4.81551658e-01 4.68178453e-02
-9.45698165e-02 -1.42767033e-01]
[ -2.12733574e-01 -3.51331087e-01 2.49669788e-01 -2.48371701e-01
6.82299592e-01 -4.31751137e-02 7.32772720e-01 1.23992953e-02
-2.61837296e-01 -3.20379283e-02]
[ -1.37247829e-01 -2.50378326e-01 -1.83384813e-01 -1.08583590e-01
5.07914703e-01 -2.28069600e-01 2.03846870e-01 1.68137265e-01
-1.46683430e-02 -1.25206779e-01]
[ 1.00948081e-01 2.48953883e-01 1.59538358e-01 -1.06347206e-01
-7.10906817e-02 5.46266373e-02 -1.48123925e-01 2.81333007e-01
6.35705601e-02 1.68731372e-01]
[ 3.54067176e-01 3.53656781e-01 -8.03543299e-02 3.14597514e-01
-9.04759065e-01 -2.87980918e-01 -4.93801719e-01 1.77432560e-01
3.92136243e-01 -1.96676232e-02]
[ 4.79681319e-02 1.24677841e-01 2.53749876e-01 2.48395397e-01
-5.58471229e-02 -1.96755232e-01 -1.75552194e-01 -1.33071499e-01
-1.38495201e-01 -2.89349924e-01]
[ 1.53317863e-02 -9.47264360e-02 -1.22624130e-01 -6.67842047e-02
2.43653408e-01 4.31254262e-02 1.03820788e-02 -1.86029247e-01
2.29960879e-02 1.94962949e-01]
[ -4.86444213e-03 -6.49458621e-02 -6.98315533e-02 -6.17982849e-02
-2.32918779e-03 -1.75625316e-01 9.52072216e-02 8.99416490e-03
2.84887234e-02 -6.36964939e-03]
[ 2.99005452e-02 9.07824124e-02 2.43968722e-01 7.38636007e-02
-2.29591610e-01 -1.36762704e-01 9.17839784e-02 3.92405980e-02
-1.86206355e-01 1.06177871e-01]
[ 7.80894189e-02 5.89088888e-02 1.09196551e-01 1.37717523e-02
-2.57059106e-01 6.55048407e-02 3.58157482e-02 -2.70586486e-01
-1.26281141e-02 -8.16602587e-02]
[ -6.06266029e-03 1.17874231e-01 8.58753057e-02 -2.65873746e-02
-7.32525282e-02 1.78138973e-01 7.29390070e-02 1.18425961e-01
-1.81349211e-02 1.75824139e-01]
[ 2.27105151e-01 9.69125481e-02 3.03378954e-02 8.59728673e-02
-1.63681478e-03 -2.60408886e-02 -2.01930935e-01 1.48733885e-01
-5.04398033e-02 -1.45569896e-02]
[ 4.68444261e-02 2.62581955e-02 1.83190192e-02 4.58962251e-02
-4.41662915e-01 -1.24653443e-01 -2.27703239e-01 4.12685923e-02
1.22043883e-01 1.96298452e-01]
[ 5.81000172e-02 4.98399445e-01 1.27662928e-01 4.37244135e-01
-1.24826752e+00 -3.04333288e-01 -5.73680404e-01 -7.10213968e-02
3.00525040e-01 3.43391951e-01]
[ 1.75361530e-01 4.89495673e-01 6.63704993e-02 4.27553773e-01
-1.00704868e+00 -8.19340574e-02 -4.26864364e-01 1.50788807e-01
2.11324085e-01 4.75934725e-01]
[ 2.52779834e-01 3.33007361e-01 2.47539321e-01 1.53778717e-01
-5.05453581e-01 7.91003402e-02 -2.33743977e-01 1.62673774e-01
2.44591399e-01 8.41650142e-02]
[ -7.14341692e-02 2.41608165e-01 2.41920592e-01 1.95908392e-02
-6.82502545e-02 1.29699080e-01 -1.18356747e-01 -1.49378807e-02
-3.01131670e-02 5.34292497e-02]
[ -9.98199124e-02 7.43498138e-03 2.40540500e-02 9.20080058e-02
-6.27459699e-02 1.16109622e-01 2.37720238e-01 1.98162510e-02
-2.75424207e-01 -9.39532413e-02]
[ -2.23135599e-01 -3.91989719e-02 -9.45763465e-02 -3.46726896e-01
1.87644536e-01 1.19799898e-01 1.11671222e-01 1.03100360e-01
-2.08660503e-01 3.08272284e-02]
[ 1.02962504e-02 -4.13654436e-01 -1.27812353e-01 -1.60962560e-01
3.69214923e-01 2.51294068e-02 1.94807627e-01 1.52352256e-01
-1.65080229e-01 -2.21772534e-01]
[ 9.42898770e-02 -2.62120484e-01 -1.63349367e-01 -4.26477656e-02
-5.55852462e-02 -3.92867956e-02 1.36376931e-01 -1.57190197e-01
9.95923435e-02 -1.81374716e-01]
[ -1.15377748e-01 2.45036149e-02 2.65489595e-01 -3.23471005e-04
1.59224018e-01 7.80387258e-02 7.05571156e-02 -2.96967211e-01
-1.07513986e-01 -5.43294352e-02]
[ -3.40177950e-01 4.21920243e-03 1.79249460e-02 -1.47580006e-02
1.44602398e-01 -1.78812867e-01 1.84383904e-02 2.34854010e-01
-7.53248702e-02 8.44950957e-02]
[ 1.51383653e-01 -8.11649313e-03 -2.30936422e-01 -6.92828685e-02
1.01557204e-01 -3.02725617e-01 8.18987324e-02 -1.66228477e-01
9.94449921e-03 -1.76214824e-01]
[ 2.21186078e-01 -1.98247091e-01 6.84330325e-02 -8.30741793e-03
6.28673533e-02 -4.18516075e-02 4.28642091e-02 -1.35538301e-01
1.23885302e-01 -1.63403541e-01]
[ -1.06022873e-01 -8.81539716e-02 1.21041024e-01 1.07488738e-01
3.23484580e-02 -1.14362067e-01 2.59964957e-01 -7.85925348e-02
1.80246024e-01 -3.88708740e-03]
[ -3.27708236e-02 -2.11019410e-01 1.86165154e-01 -2.94899722e-01
-1.93735232e-01 1.29328826e-01 1.08437198e-01 -1.22162268e-01
-5.61626772e-03 1.90080609e-01]]
[[ 0.62534294]
[ 1.7278777 ]
[ 0.23454031]
[ 0.87591162]
[-2.76324457]
[-0.26601029]
[-1.75343387]
[ 0.07936119]
[ 0.6911443 ]
[ 0.87679838]]
Progress: 46.4% ... Training loss: 0.265 ... Validation loss: 0.452[[ 1.71038716e-01 2.74033030e-01 -1.01107977e-01 1.18586626e-01
-5.12081003e-01 -7.39564841e-02 -9.69478357e-02 1.21239055e-01
-4.43644246e-02 2.14429853e-01]
[ 8.95720030e-03 1.27599361e-01 -2.10135026e-02 4.08457339e-02
9.68338610e-02 -5.01531279e-03 3.34951675e-01 4.04508969e-02
1.38579605e-01 -3.31086795e-02]
[ 1.99180851e-01 7.73874192e-01 1.20377815e-02 -5.19981640e-02
7.65407944e-01 -2.19259184e-02 -9.26172552e-01 -4.12571864e-02
5.52422293e-02 2.90196958e-01]
[ 5.86453926e-02 -4.10329676e-01 -1.90826510e-01 2.08002092e-01
-3.37607134e-03 1.24554669e-01 2.28880804e-01 6.56743260e-02
1.40951527e-01 3.10882709e-01]
[ -3.41426350e-02 5.70868688e-02 -1.52299327e-01 2.95974596e-02
-4.94889077e-02 -1.77262412e-01 1.08792621e-01 -1.18287183e-01
-2.04881658e-01 -6.37443354e-02]
[ -3.97350432e-01 -6.68136673e-01 -3.02642808e-01 1.47895463e-01
-1.69210229e-01 4.22294795e-02 3.72945656e-01 -3.99660350e-02
-3.29816936e-02 -3.55387172e-02]
[ -6.13994287e-03 -2.57134169e-01 9.33030794e-03 9.02716389e-02
-3.32271306e-02 -7.10391324e-02 1.88095089e-01 -1.91699751e-01
1.97795986e-01 3.83982487e-02]
[ 1.04607305e-01 -2.91079336e-01 3.01049624e-02 -7.94622641e-02
5.17783529e-03 -4.65961661e-02 9.55465522e-02 1.17092564e-01
7.54130067e-02 -2.56903068e-02]
[ -1.75485972e-01 -1.80772427e-01 -3.01990935e-01 -1.80189153e-02
-6.64730636e-02 6.74923191e-02 -9.87033212e-02 -2.94374576e-02
2.69361319e-01 -1.30738963e-01]
[ 2.53205203e-02 -4.47598537e-01 7.39668898e-02 -2.09847182e-02
-2.32803054e-01 -1.06927936e-01 2.34871008e-01 -1.11125333e-01
-6.36483655e-03 6.15433595e-02]
[ -8.34271649e-02 -1.27497426e-01 3.27658685e-03 -1.34083681e-01
-8.94085901e-02 1.23323471e-02 2.34421302e-01 -1.02780343e-01
-4.46230745e-03 -1.14972621e-01]
[ -1.20743694e-01 -2.23616911e-01 -6.89470699e-02 1.50692887e-02
3.21233712e-01 9.86943098e-02 1.72144916e-01 -1.59027133e-02
-1.63857853e-01 -2.05326687e-01]
[ -1.58675381e-01 2.20568838e-03 6.11290306e-02 1.94514525e-02
-1.68983283e-01 -2.18905227e-01 -1.74631971e-01 -1.97254366e-01
8.46942352e-02 1.71322563e-01]
[ -2.85238714e-01 -3.50284339e-01 9.41358624e-02 2.12622540e-01
-1.45600090e-01 -6.35199247e-02 1.06720471e-01 -2.61360583e-01
-2.76792817e-01 -9.29106657e-02]
[ 9.71158453e-02 -2.06942195e-01 -2.44033126e-02 1.11411889e-01
-5.62366048e-02 -8.72490692e-02 2.57599146e-01 2.15087951e-03
2.20868040e-02 -2.45937878e-03]
[ 3.96324340e-02 -1.11398218e-01 -2.09773210e-01 1.53931198e-01
-9.05893975e-02 8.04482106e-02 -3.38566215e-02 -1.97806805e-02
-8.49182446e-02 -3.42850777e-04]
[ -1.18915009e-01 -8.86583119e-02 -2.00985965e-01 1.61137657e-01
-6.98458488e-03 1.32774708e-01 1.26121423e-02 -2.50490760e-01
7.48790559e-02 -1.92414536e-01]
[ -5.93812024e-02 -4.39364479e-02 2.79256525e-01 1.13536261e-01
8.03643096e-02 -6.50719982e-02 -1.26545332e-01 1.21534123e-01
8.60509569e-02 5.19389888e-02]
[ 6.12419332e-02 -1.40259313e-02 8.85989191e-02 9.06906928e-02
1.98898802e-02 -1.74239188e-02 2.00746617e-01 1.20213333e-01
-2.41768341e-02 -5.55648746e-02]
[ 9.50988314e-03 -1.44511141e-01 -2.92651499e-01 -5.33615208e-02
1.01318893e-01 -9.24533372e-02 1.28244089e-01 1.62628403e-01
1.06773782e-01 -3.15978973e-02]
[ 4.95338598e-02 -4.45728297e-02 -1.15440818e-01 4.86968806e-02
-1.25862880e-01 3.20009620e-01 2.77683742e-01 2.04492371e-01
-1.56807079e-01 -5.66514172e-02]
[ 5.37868459e-03 -6.40529024e-03 1.23946807e-01 1.12378488e-01
2.48074428e-03 1.04144340e-01 -1.02223329e-01 -4.14393611e-02
2.20818069e-01 8.89430546e-02]
[ 1.15644290e-01 8.00659215e-02 -4.24889308e-02 -9.03035787e-02
-1.23477354e-01 -3.32434122e-01 1.17747760e-01 9.01600349e-03
1.49551715e-01 9.69696389e-02]
[ -1.03641848e-01 -5.76389923e-02 -1.60476641e-02 2.22733017e-02
-2.96927643e-02 -2.04639625e-01 -5.24438846e-02 -2.02736650e-02
1.82215145e-02 1.26360571e-01]
[ -1.65302516e-01 -1.35004399e-01 -2.05239621e-01 -2.77525861e-02
-2.92163007e-01 2.71346595e-03 6.76860062e-02 -2.59553096e-02
-1.51747397e-02 3.37887366e-02]
[ -3.08817795e-02 -1.37618791e-01 -7.51513929e-02 -1.26224074e-01
5.26806019e-01 2.75545179e-01 6.03877382e-01 1.13036595e-01
-1.81443034e-01 -3.79498430e-01]
[ -1.58303699e-02 -4.43483085e-01 -3.04531710e-02 -7.06013043e-02
6.50540703e-01 9.96242958e-02 5.68231005e-01 9.15528776e-02
3.18034460e-02 -3.85740738e-01]
[ 1.27358657e-02 -5.00617045e-01 -4.31258301e-02 -1.03833075e-01
6.67573212e-01 2.20269037e-02 5.34367305e-01 4.88114544e-02
-3.61944756e-01 -2.17282854e-01]
[ -1.75832627e-01 -6.44014209e-01 -1.11027701e-02 -2.07111848e-01
7.82310790e-01 -9.00927102e-02 6.65817506e-01 -8.34612952e-02
-7.07303504e-02 8.30264649e-02]
[ -3.04247864e-01 -4.70779579e-01 5.30897343e-02 -5.50479447e-02
9.32072714e-01 1.44023712e-01 4.81548430e-01 4.68218288e-02
-9.45478887e-02 -1.42719283e-01]
[ -2.12735771e-01 -3.51464980e-01 2.49660579e-01 -2.48361573e-01
6.82193636e-01 -4.31771597e-02 7.32786059e-01 1.24007943e-02
-2.61841037e-01 -3.20222526e-02]
[ -1.37695461e-01 -2.51279289e-01 -1.83552553e-01 -1.09241553e-01
5.09714910e-01 -2.27870933e-01 2.04870869e-01 1.68077858e-01
-1.51499563e-02 -1.25856221e-01]
[ 1.01192548e-01 2.49544302e-01 1.59614749e-01 -1.06079932e-01
-7.25894718e-02 5.45482542e-02 -1.48992583e-01 2.81358598e-01
6.37701243e-02 1.69029372e-01]
[ 3.55008091e-01 3.55750981e-01 -7.99886089e-02 3.15881664e-01
-9.06843225e-01 -2.88389420e-01 -4.96010583e-01 1.77557088e-01
3.93106513e-01 -1.83702699e-02]
[ 4.79782211e-02 1.24832629e-01 2.53747965e-01 2.48392629e-01
-5.57452744e-02 -1.96760085e-01 -1.75672458e-01 -1.33070922e-01
-1.38493961e-01 -2.89365868e-01]
[ 1.51258984e-02 -9.51609889e-02 -1.22707728e-01 -6.70975024e-02
2.44235558e-01 4.32165499e-02 1.08301097e-02 -1.86057493e-01
2.27621717e-02 1.94652555e-01]
[ -4.92458452e-03 -6.52728713e-02 -6.98441310e-02 -6.18959063e-02
-1.81453092e-03 -1.75600993e-01 9.56268583e-02 8.98488561e-03
2.84176249e-02 -6.45672041e-03]
[ 3.06684456e-02 9.24894040e-02 2.44234889e-01 7.48960404e-02
-2.32524829e-01 -1.37081038e-01 8.99651902e-02 3.93383294e-02
-1.85352666e-01 1.07240527e-01]
[ 7.78129172e-02 5.82166737e-02 1.09092654e-01 1.33830161e-02
-2.56044760e-01 6.56175273e-02 3.64825533e-02 -2.70620180e-01
-1.29337117e-02 -8.20540776e-02]
[ -6.42900713e-03 1.17131216e-01 8.57154130e-02 -2.71594886e-02
-7.23438619e-02 1.78300220e-01 7.36515939e-02 1.18375025e-01
-1.85688521e-02 1.75222942e-01]
[ 2.26945974e-01 9.64856265e-02 3.02685302e-02 8.57088045e-02
-8.37052823e-04 -2.59682088e-02 -2.01526927e-01 1.48710080e-01
-5.06439884e-02 -1.48131141e-02]
[ 4.66707755e-02 2.60037245e-02 1.82393070e-02 4.55909399e-02
-4.40930659e-01 -1.24580176e-01 -2.27527724e-01 4.12408662e-02
1.21815385e-01 1.96019253e-01]
[ 5.78860823e-02 4.97662352e-01 1.27551240e-01 4.36861050e-01
-1.24774641e+00 -3.04248965e-01 -5.73121600e-01 -7.10568282e-02
3.00274259e-01 3.43189960e-01]
[ 1.74879161e-01 4.88661354e-01 6.62177879e-02 4.26934225e-01
-1.00840786e+00 -8.17241020e-02 -4.25453472e-01 1.50742220e-01
2.10890141e-01 4.75218161e-01]
[ 2.52821593e-01 3.33167201e-01 2.47561797e-01 1.53904017e-01
-5.06292294e-01 7.90895911e-02 -2.33968613e-01 1.62683653e-01
2.44690134e-01 8.42921469e-02]
[ -7.10357457e-02 2.42617056e-01 2.42082936e-01 2.01947940e-02
-6.99833164e-02 1.29517492e-01 -1.19212411e-01 -1.48826147e-02
-2.96366043e-02 5.40230780e-02]
[ -1.00055015e-01 6.88795398e-03 2.39618895e-02 9.16612647e-02
-6.20035683e-02 1.16210831e-01 2.38160013e-01 1.97864352e-02
-2.75664585e-01 -9.42769142e-02]
[ -2.23014072e-01 -3.87647636e-02 -9.45229781e-02 -3.46565472e-01
1.87083250e-01 1.19745479e-01 1.11296885e-01 1.03116289e-01
-2.08522935e-01 3.10057731e-02]
[ 1.03163171e-02 -4.13686218e-01 -1.27791445e-01 -1.60886327e-01
3.68985643e-01 2.51069944e-02 1.94831991e-01 1.52359417e-01
-1.65025179e-01 -2.21722232e-01]
[ 9.27332257e-02 -2.65584671e-01 -1.63950052e-01 -4.49608797e-02
-5.15950366e-02 -3.86249956e-02 1.40073070e-01 -1.57391492e-01
9.78956785e-02 -1.83544128e-01]
[ -1.14771930e-01 2.58171098e-02 2.65716038e-01 5.16628317e-04
1.57097317e-01 7.77935206e-02 6.91984974e-02 -2.96892172e-01
-1.06894589e-01 -5.34944999e-02]
[ -3.40344830e-01 3.72029324e-03 1.78532853e-02 -1.50182465e-02
1.44644208e-01 -1.78736065e-01 1.88023167e-02 2.34833095e-01
-7.54705974e-02 8.42393208e-02]
[ 1.52741030e-01 -4.82399764e-03 -2.30401683e-01 -6.73905113e-02
9.51621486e-02 -3.03330625e-01 7.86288513e-02 -1.66046019e-01
1.14042911e-02 -1.74452635e-01]
[ 2.22042009e-01 -1.96429513e-01 6.87431311e-02 -7.16257611e-03
6.08042497e-02 -4.22171753e-02 4.06470451e-02 -1.35429231e-01
1.24851267e-01 -1.62208390e-01]
[ -1.06374982e-01 -8.87762054e-02 1.20905796e-01 1.06943555e-01
3.39255423e-02 -1.14209079e-01 2.60529539e-01 -7.86376129e-02
1.79794217e-01 -4.45677285e-03]
[ -3.38089559e-02 -2.13597031e-01 1.85736281e-01 -2.96413995e-01
-1.91236356e-01 1.29803724e-01 1.10838068e-01 -1.22299085e-01
-6.77635221e-03 1.88710732e-01]]
[[ 0.6263661 ]
[ 1.72895367]
[ 0.23442225]
[ 0.87672427]
[-2.76382293]
[-0.26830619]
[-1.7564008 ]
[ 0.07788934]
[ 0.69132528]
[ 0.87671289]]
Progress: 46.5% ... Training loss: 0.265 ... Validation loss: 0.451[[ 1.69449860e-01 2.70697557e-01 -1.01799784e-01 1.15886787e-01
-5.05271465e-01 -7.31698057e-02 -9.40230419e-02 1.21005564e-01
-4.63190621e-02 2.11693267e-01]
[ 8.81934957e-03 1.27131428e-01 -2.10570806e-02 4.06920684e-02
9.65796256e-02 -4.96650415e-03 3.35455948e-01 4.04345764e-02
1.38409940e-01 -3.33726357e-02]
[ 1.98455937e-01 7.70351825e-01 1.15558505e-02 -5.40798099e-02
7.75263258e-01 -2.14645763e-02 -9.24592094e-01 -4.14171335e-02
5.40132439e-02 2.88378843e-01]
[ 6.02050133e-02 -4.06770222e-01 -1.90126808e-01 2.10589698e-01
-8.96353818e-03 1.23878385e-01 2.25770835e-01 6.58965670e-02
1.42831410e-01 3.13396506e-01]
[ -3.11416838e-02 6.21416942e-02 -1.51028731e-01 3.42298767e-02
-6.06502755e-02 -1.78672355e-01 1.03893307e-01 -1.17861186e-01
-2.01268017e-01 -5.96543890e-02]
[ -3.98440027e-01 -6.70320683e-01 -3.03032326e-01 1.46499404e-01
-1.68451998e-01 4.26692656e-02 3.75461437e-01 -4.00964208e-02
-3.42109423e-02 -3.70391707e-02]
[ -7.45876746e-03 -2.59942039e-01 8.83757258e-03 8.83578114e-02
-2.74268949e-02 -7.04848384e-02 1.90936655e-01 -1.91868313e-01
1.96400696e-01 3.65675712e-02]
[ 1.04098079e-01 -2.93178752e-01 2.98144383e-02 -8.06942850e-02
8.55366893e-03 -4.62770944e-02 9.68827991e-02 1.16995848e-01
7.46079719e-02 -2.68786306e-02]
[ -1.75640131e-01 -1.81003677e-01 -3.02056512e-01 -1.82091161e-02
-6.61666057e-02 6.75614507e-02 -9.83671304e-02 -2.94591134e-02
2.69219558e-01 -1.31012848e-01]
[ 2.20321377e-02 -4.55061693e-01 7.25797358e-02 -2.62092331e-02
-2.21253138e-01 -1.05392566e-01 2.41760643e-01 -1.11580960e-01
-1.01759941e-02 5.64599030e-02]
[ -8.32156781e-02 -1.27143369e-01 3.39874076e-03 -1.33646653e-01
-8.96357986e-02 1.21995857e-02 2.34249063e-01 -1.02744032e-01
-4.25694009e-03 -1.14633479e-01]
[ -1.20738603e-01 -2.23830359e-01 -6.89204247e-02 1.51246684e-02
3.20151762e-01 9.86739845e-02 1.72457303e-01 -1.59007173e-02
-1.63823398e-01 -2.05375712e-01]
[ -1.58675381e-01 2.20568838e-03 6.11290306e-02 1.94514525e-02
-1.68983283e-01 -2.18905227e-01 -1.74631971e-01 -1.97254366e-01
8.46942352e-02 1.71322563e-01]
[ -2.85076044e-01 -3.49941106e-01 9.42337256e-02 2.12968689e-01
-1.47037760e-01 -6.36215453e-02 1.06574678e-01 -2.61332586e-01
-2.76550168e-01 -9.26605319e-02]
[ 9.64300862e-02 -2.08058607e-01 -2.46461411e-02 1.10525301e-01
-5.49451631e-02 -8.69705568e-02 2.58823109e-01 2.06594246e-03
2.13125929e-02 -3.39325343e-03]
[ 3.88151524e-02 -1.13364028e-01 -2.10087211e-01 1.52763715e-01
-8.78446825e-02 8.07917391e-02 -3.17533981e-02 -1.98769351e-02
-8.58081940e-02 -1.43804676e-03]
[ -1.18766346e-01 -8.81441191e-02 -2.00937711e-01 1.61307995e-01
-7.18882408e-03 1.32724596e-01 1.18997695e-02 -2.50480967e-01
7.50566718e-02 -1.92225137e-01]
[ -5.92886543e-02 -4.35581345e-02 2.79307497e-01 1.13694071e-01
7.97403698e-02 -6.51270656e-02 -1.26825542e-01 1.21549186e-01
8.61890601e-02 5.21290011e-02]
[ 6.03911998e-02 -1.60773136e-02 8.82438541e-02 8.93664330e-02
2.38457813e-02 -1.70207545e-02 2.02955911e-01 1.20101633e-01
-2.51623759e-02 -5.67839681e-02]
[ 8.01233635e-03 -1.48175779e-01 -2.93303302e-01 -5.58369494e-02
1.08395647e-01 -9.17519104e-02 1.30933577e-01 1.62409452e-01
1.04904275e-01 -3.39691904e-02]
[ 4.95438588e-02 -4.53793377e-02 -1.15446432e-01 4.85943549e-02
-1.25791015e-01 3.20030729e-01 2.78400898e-01 2.04485577e-01
-1.56832545e-01 -5.67561181e-02]
[ 5.39522464e-03 -6.47271511e-03 1.23971704e-01 1.12453446e-01
1.35443485e-03 1.04134510e-01 -1.01842250e-01 -4.14338790e-02
2.21001256e-01 8.88330642e-02]
[ 1.16161287e-01 8.17313781e-02 -4.23022852e-02 -8.95716857e-02
-1.24754925e-01 -3.32664327e-01 1.16062557e-01 9.08150125e-03
1.50001980e-01 9.77279562e-02]
[ -1.03735085e-01 -5.78476084e-02 -1.60802637e-02 2.21377776e-02
-2.94910811e-02 -2.04601529e-01 -5.22028158e-02 -2.02848718e-02
1.81163806e-02 1.26224928e-01]
[ -1.65377180e-01 -1.35347350e-01 -2.05284697e-01 -2.78740326e-02
-2.92594881e-01 2.75674608e-03 6.79740974e-02 -2.59666162e-02
-1.52880840e-02 3.35773264e-02]
[ -3.08180891e-02 -1.37501513e-01 -7.51019561e-02 -1.26045045e-01
5.26363208e-01 2.75492248e-01 6.03845050e-01 1.13051042e-01
-1.81327348e-01 -3.79407376e-01]
[ -1.58816112e-02 -4.43681838e-01 -3.04777835e-02 -7.06771937e-02
6.50714862e-01 9.96474126e-02 5.68429933e-01 9.15465467e-02
3.17454838e-02 -3.85819865e-01]
[ 1.27831590e-02 -5.00616921e-01 -4.31012182e-02 -1.03739228e-01
6.67414232e-01 2.19998036e-02 5.34371651e-01 4.88191940e-02
-3.61890065e-01 -2.17212458e-01]
[ -1.75905318e-01 -6.44447889e-01 -1.11133689e-02 -2.07127683e-01
7.82059240e-01 -9.00936783e-02 6.66249088e-01 -8.34606143e-02
-7.07427108e-02 8.30660566e-02]
[ -3.04140925e-01 -4.70693213e-01 5.31450382e-02 -5.48437988e-02
9.31602724e-01 1.43964236e-01 4.81432876e-01 4.68386969e-02
-9.44019606e-02 -1.42559444e-01]
[ -2.13056903e-01 -3.51939738e-01 2.49537163e-01 -2.48826449e-01
6.83370190e-01 -4.30349322e-02 7.33239709e-01 1.23603939e-02
-2.62204229e-01 -3.24806268e-02]
[ -1.37778878e-01 -2.51287686e-01 -1.83588732e-01 -1.09381842e-01
5.09977396e-01 -2.27825591e-01 2.04898545e-01 1.68064291e-01
-1.52634147e-02 -1.26009025e-01]
[ 1.00159984e-01 2.46988934e-01 1.59218869e-01 -1.07574057e-01
-6.85384167e-02 5.50091415e-02 -1.46303169e-01 2.81226855e-01
6.26236882e-02 1.67570825e-01]
[ 3.54174515e-01 3.53142474e-01 -8.03822411e-02 3.14368662e-01
-9.01990301e-01 -2.87944078e-01 -4.93972503e-01 1.77422681e-01
3.92068802e-01 -1.98162062e-02]
[ 4.79877676e-02 1.25014599e-01 2.53745237e-01 2.48376483e-01
-5.60841375e-02 -1.96755403e-01 -1.75914192e-01 -1.33073556e-01
-1.38503928e-01 -2.89390926e-01]
[ 1.52198393e-02 -9.49628407e-02 -1.22681751e-01 -6.69771980e-02
2.43628472e-01 4.31708003e-02 1.04290627e-02 -1.86043867e-01
2.28270912e-02 1.94770905e-01]
[ -5.11561705e-03 -6.57014247e-02 -6.99220777e-02 -6.21836973e-02
-1.06695869e-03 -1.75533122e-01 9.61492440e-02 8.96125263e-03
2.82150649e-02 -6.71919210e-03]
[ 3.06643391e-02 9.25445531e-02 2.44230241e-01 7.48679205e-02
-2.32722448e-01 -1.37076735e-01 8.99440518e-02 3.93369286e-02
-1.85363167e-01 1.07249851e-01]
[ 7.77055050e-02 5.81359547e-02 1.09052668e-01 1.32428614e-02
-2.55741066e-01 6.56615153e-02 3.65827215e-02 -2.70634572e-01
-1.30501242e-02 -8.21874214e-02]
[ -6.68603464e-03 1.16474930e-01 8.56133498e-02 -2.75384088e-02
-7.13054492e-02 1.78417162e-01 7.43408036e-02 1.18341536e-01
-1.88696671e-02 1.74839407e-01]
[ 2.27686590e-01 9.84569473e-02 3.05691965e-02 8.68243156e-02
-4.08273287e-03 -2.63099020e-02 -2.03319163e-01 1.48810399e-01
-4.98169688e-02 -1.37180681e-02]
[ 4.61354322e-02 2.46486256e-02 1.80327351e-02 4.48107558e-02
-4.38791216e-01 -1.24352029e-01 -2.26053516e-01 4.11728707e-02
1.21206802e-01 1.95251706e-01]
[ 5.80138882e-02 4.97677647e-01 1.27582502e-01 4.36951890e-01
-1.25033768e+00 -3.04297714e-01 -5.73102729e-01 -7.10459477e-02
3.00369765e-01 3.43219299e-01]
[ 1.74716523e-01 4.88616654e-01 6.61505476e-02 4.26645977e-01
-1.00727034e+00 -8.16351736e-02 -4.25667382e-01 1.50712591e-01
2.10685730e-01 4.74832820e-01]
[ 2.52915454e-01 3.33587547e-01 2.47587504e-01 1.54006765e-01
-5.06262613e-01 7.90621610e-02 -2.34408955e-01 1.62689677e-01
2.44775105e-01 8.43736747e-02]
[ -7.15833831e-02 2.41275694e-01 2.41890634e-01 1.94305225e-02
-6.78633669e-02 1.29752375e-01 -1.17805238e-01 -1.49503412e-02
-3.02172134e-02 5.32856347e-02]
[ -1.00037036e-01 7.02591437e-03 2.39580496e-02 9.16702621e-02
-6.21033896e-02 1.16211340e-01 2.38036388e-01 1.97885208e-02
-2.75658521e-01 -9.42513544e-02]
[ -2.23098305e-01 -3.90028745e-02 -9.45544996e-02 -3.46681313e-01
1.87469402e-01 1.19780741e-01 1.11524771e-01 1.03106355e-01
-2.08616976e-01 3.08968349e-02]
[ 1.02268930e-02 -4.13768428e-01 -1.27829599e-01 -1.61030164e-01
3.69210468e-01 2.51509445e-02 1.94960118e-01 1.52346707e-01
-1.65132281e-01 -2.21837133e-01]
[ 9.07425142e-02 -2.70428222e-01 -1.64797698e-01 -4.81713219e-02
-4.33091144e-02 -3.76802051e-02 1.44298681e-01 -1.57676914e-01
9.56233418e-02 -1.86651730e-01]
[ -1.14081434e-01 2.73539274e-02 2.65980207e-01 1.52125632e-03
1.55052395e-01 7.74822652e-02 6.75905541e-02 -2.96802429e-01
-1.06220906e-01 -5.26002538e-02]
[ -3.40147006e-01 3.94534306e-03 1.79277390e-02 -1.47724717e-02
1.43244996e-01 -1.78817648e-01 1.87013932e-02 2.34855857e-01
-7.52689915e-02 8.44557596e-02]
[ 1.52114341e-01 -6.11563462e-03 -2.30630953e-01 -6.82187598e-02
9.67002710e-02 -3.03083310e-01 7.99003062e-02 -1.66124457e-01
1.07110145e-02 -1.75318968e-01]
[ 2.21728364e-01 -1.96908245e-01 6.86154285e-02 -7.62075691e-03
6.11761874e-02 -4.20746771e-02 4.11111435e-02 -1.35470618e-01
1.24454178e-01 -1.62634286e-01]
[ -1.06403990e-01 -8.89208622e-02 1.20916514e-01 1.06922993e-01
3.40980097e-02 -1.14214438e-01 2.60678516e-01 -7.86349081e-02
1.79828776e-01 -4.56818329e-03]
[ -3.48090274e-02 -2.15922868e-01 1.85353205e-01 -2.97879072e-01
-1.87919914e-01 1.30249602e-01 1.13466578e-01 -1.22426368e-01
-7.89483284e-03 1.87317950e-01]]
[[ 0.61372031]
[ 1.72031207]
[ 0.22404855]
[ 0.86645716]
[-2.77194443]
[-0.27798162]
[-1.76747753]
[ 0.06654298]
[ 0.67787362]
[ 0.86491485]]
Progress: 46.5% ... Training loss: 0.273 ... Validation loss: 0.455[[ 0.17031352 0.27394634 -0.10148122 0.11707376 -0.50981893 -0.07360571
-0.0971379 0.12110127 -0.04531109 0.2129286 ]
[ 0.00869274 0.12675121 -0.02110646 0.04051724 0.09704602 -0.00490864
0.33578173 0.0404208 0.13827656 -0.03352625]
[ 0.20172294 0.77961376 0.01263282 -0.04987714 0.76186689 -0.02291006
-0.93338423 -0.04108595 0.05756168 0.29253131]
[ 0.06081137 -0.4051381 -0.18983174 0.21180302 -0.01464798 0.1235321
0.22409897 0.06599208 0.14373442 0.31467987]
[-0.02987046 0.06451771 -0.15049318 0.03651361 -0.06762275 -0.17930959
0.10143362 -0.11770656 -0.19961279 -0.05804086]
[-0.39822598 -0.67038063 -0.30289997 0.14709631 -0.17128318 0.04250635
0.37570472 -0.04005779 -0.03387157 -0.0367024 ]
[-0.00768926 -0.26066392 0.00871205 0.08792526 -0.02613623 -0.07035554
0.19155172 -0.19189535 0.19605242 0.03643695]
[ 0.10708861 -0.28497504 0.03091485 -0.07649346 -0.00458509 -0.04768879
0.0887166 0.11732883 0.07797321 -0.02282949]
[-0.17544239 -0.18031335 -0.30198487 -0.01797094 -0.06594025 0.06750375
-0.09902843 -0.02944157 0.26945531 -0.13069521]
[ 0.02425934 -0.44907764 0.07335136 -0.02327093 -0.22922101 -0.10638027
0.23608813 -0.11134956 -0.00786233 0.05944474]
[-0.08323281 -0.12778615 0.0034614 -0.13346966 -0.09107085 0.01215922
0.23480284 -0.10272615 -0.00415671 -0.11446733]
[-0.11977684 -0.22105942 -0.06857582 0.01661272 0.31510177 0.09819905
0.16960689 -0.01578788 -0.16264522 -0.20395377]
[-0.15867538 0.00220569 0.06112903 0.01945145 -0.16898328 -0.21890523
-0.17463197 -0.19725437 0.08469424 0.17132256]
[-0.28469933 -0.3495747 0.09441163 0.21366585 -0.14878361 -0.06384275
0.10604738 -0.26128085 -0.27604765 -0.09202612]
[ 0.09645335 -0.20776891 -0.02462303 0.11066169 -0.05623257 -0.08698753
0.2587934 0.00206985 0.02133196 -0.00341181]
[ 0.03825353 -0.11490334 -0.21028835 0.15195191 -0.08597604 0.08103508
-0.03034963 -0.01993524 -0.08639288 -0.0021672 ]
[-0.11880195 -0.08815381 -0.2009442 0.161269 -0.0060015 0.1327474
0.01166249 -0.25047727 0.07496231 -0.19206712]
[-0.05925226 -0.04325766 0.27929995 0.11368943 0.07919201 -0.06514025
-0.12684312 0.12155121 0.08618786 0.05222903]
[ 0.06037941 -0.0162531 0.08820109 0.08925216 0.02371241 -0.01699802
0.2032566 0.12008991 -0.02521105 -0.05690085]
[ 0.01014458 -0.14219634 -0.29253782 -0.05281212 0.09928302 -0.09274351
0.12484725 0.16264576 0.10732132 -0.03105852]
[ 0.04988639 -0.04425373 -0.11530774 0.04907642 -0.1271864 0.31985815
0.27740733 0.20452576 -0.15644794 -0.05628238]
[ 0.00593079 -0.00549312 0.12418192 0.11322323 -0.00132567 0.10387902
-0.1029307 -0.04137469 0.22160821 0.08951097]
[ 0.11597962 0.08158285 -0.04236241 -0.08985606 -0.12340542 -0.33256872
0.11641807 0.00905898 0.14982379 0.09748205]
[-0.10339016 -0.05711829 -0.01596092 0.02260832 -0.03048386 -0.20473568
-0.05309759 -0.02024873 0.01846937 0.12671535]
[-0.16520632 -0.13513235 -0.20522249 -0.02759737 -0.29355737 0.00267442
0.06781997 -0.02594513 -0.01507236 0.03381557]
[-0.03097364 -0.1381643 -0.07516035 -0.12626734 0.52717869 0.27556084
0.60452983 0.11303611 -0.18150573 -0.37965158]
[-0.01583764 -0.44369922 -0.03045274 -0.07058109 0.65035087 0.09961543
0.56841787 0.09155501 0.03182376 -0.385738 ]
[ 0.01282751 -0.50077657 -0.04309111 -0.10366358 0.66708607 0.02197473
0.53452577 0.04882562 -0.36182223 -0.21710902]
[-0.17617111 -0.64514311 -0.01121953 -0.20755912 0.78327823 -0.08996303
0.66698521 -0.08349169 -0.07102462 0.08273603]
[-0.3040178 -0.47083316 0.05320058 -0.0546064 0.93097654 0.14388605
0.4814894 0.04685654 -0.09421213 -0.14230076]
[-0.21275439 -0.35141389 0.24964945 -0.24838896 0.68217457 -0.04317327
0.73263763 0.01239372 -0.26186354 -0.03205285]
[-0.13780711 -0.25119271 -0.18359458 -0.10942245 0.51007124 -0.22781178
0.20486208 0.16806111 -0.01528515 -0.12604813]
[ 0.09977871 0.24608877 0.15909192 -0.10811204 -0.06726701 0.05518238
-0.14523248 0.28118593 0.06221859 0.16709974]
[ 0.35438904 0.35399965 -0.08029135 0.31469548 -0.90299509 -0.28807105
-0.49486583 0.17744849 0.39226664 -0.01953469]
[ 0.04795586 0.1250092 0.25373282 0.24832872 -0.05598227 -0.19674157
-0.17583974 -0.13307744 -0.13852761 -0.2894388 ]
[ 0.0150048 -0.09554555 -0.12275944 -0.06730057 0.24457304 0.04327309
0.01101348 -0.18606864 0.02260119 0.19447352]
[-0.00478975 -0.06469279 -0.06980338 -0.06175372 -0.00254264 -0.17569729
0.09517332 0.00899976 0.0285848 -0.0062777 ]
[ 0.03051151 0.09223021 0.24418337 0.07464558 -0.23215763 -0.13700498
0.09025576 0.03932014 -0.18552741 0.1070468 ]
[ 0.07805262 0.05915415 0.10914767 0.01370635 -0.25710593 0.06551002
0.03568351 -0.27059964 -0.0127067 -0.08172656]
[-0.00650244 0.11683354 0.08568968 -0.02724488 -0.07232063 0.17831752
0.07404115 0.11836499 -0.0186206 0.17503829]
[ 0.22781631 0.098663 0.03062259 0.08702908 -0.00429033 -0.02637402
-0.20357539 0.14882543 -0.049684 -0.01351574]
[ 0.04689958 0.02685484 0.01830912 0.04590294 -0.44170362 -0.12467936
-0.22831047 0.04125169 0.12205485 0.19630917]
[ 0.05857525 0.49934545 0.1277874 0.43767948 -1.25203112 -0.30453107
-0.57484699 -0.07098785 0.30086467 0.34395591]
[ 0.17437932 0.48787988 0.06603746 0.4262431 -1.00680371 -0.08147684
-0.42467409 0.15067873 0.21031196 0.47437682]
[ 0.25300102 0.33400629 0.24761595 0.15413077 -0.50696885 0.07902665
-0.23463131 0.16269803 0.24485785 0.08442857]
[-0.07171034 0.24091432 0.2418408 0.0192342 -0.06733812 0.12981395
-0.11749714 -0.01496533 -0.03036859 0.05310096]
[-0.09877383 0.01048376 0.0244027 0.09349639 -0.06742061 0.11562084
0.23450414 0.0199296 -0.27421642 -0.09244187]
[-0.22243397 -0.0373574 -0.09430622 -0.34572811 0.18459507 0.11947186
0.10975591 0.10318025 -0.20785921 0.03183017]
[ 0.01004012 -0.414546 -0.12789342 -0.16129012 0.36984041 0.02522941
0.1955164 0.15232918 -0.16530935 -0.22203941]
[ 0.09070793 -0.2710668 -0.16481885 -0.04819436 -0.04345513 -0.03766867
0.14506867 -0.15768989 0.09560067 -0.186793 ]
[-0.11337955 0.02921907 0.26627494 0.00256976 0.15227612 0.07713037
0.06554152 -0.29671739 -0.10539541 -0.05151295]
[-0.3401791 0.00421085 0.01792369 -0.01477774 0.14281231 -0.17880895
0.01878501 0.23485348 -0.07530216 0.08428778]
[ 0.15245806 -0.00540598 -0.23052185 -0.06780686 0.09679488 -0.30321372
0.07902702 -0.16608319 0.01097316 -0.17472813]
[ 0.22257569 -0.19496909 0.06890802 -0.00644639 0.05815143 -0.04247103
0.03881309 -0.13537703 0.12538154 -0.16151213]
[-0.10594315 -0.08789638 0.12108344 0.10756181 0.03188467 -0.11442995
0.25956678 -0.07858279 0.18040795 -0.00383751]
[-0.03392428 -0.21297602 0.18569393 -0.296521 -0.19387437 0.12982054
0.11097592 -0.12232093 -0.00684107 0.18866914]]
[[ 0.62573139]
[ 1.73120896]
[ 0.23453894]
[ 0.8771901 ]
[-2.75950769]
[-0.26801272]
[-1.75840533]
[ 0.07714894]
[ 0.688998 ]
[ 0.87750369]]
Progress: 46.5% ... Training loss: 0.264 ... Validation loss: 0.450[[ 1.71249170e-01 2.76901032e-01 -1.01183236e-01 1.18117047e-01
-5.11384218e-01 -7.39514873e-02 -9.96132075e-02 1.21211599e-01
-4.42974779e-02 2.13900552e-01]
[ 9.39766221e-03 1.28445217e-01 -2.08508387e-02 4.14934848e-02
9.46996879e-02 -5.20701428e-03 3.34025197e-01 4.05052113e-02
1.39009337e-01 -3.25627436e-02]
[ 2.02446315e-01 7.82787337e-01 1.28524326e-02 -4.90862541e-02
7.61318898e-01 -2.32512771e-02 -9.37715351e-01 -4.10214941e-02
5.82873311e-02 2.93067482e-01]
[ 6.31063209e-02 -4.02819367e-01 -1.88947456e-01 2.15178927e-01
-2.23355007e-02 1.22563922e-01 2.21920783e-01 6.62883512e-02
1.46362292e-01 3.18080115e-01]
[ -2.87867580e-02 6.78947544e-02 -1.50092348e-01 3.80787058e-02
-7.17741417e-02 -1.79845252e-01 9.85362978e-02 -1.17541875e-01
-1.98465091e-01 -5.63676308e-02]
[ -3.96937275e-01 -6.67361202e-01 -3.02435891e-01 1.48839370e-01
-1.76901309e-01 4.19599830e-02 3.72992257e-01 -3.98959959e-02
-3.24186363e-02 -3.49420897e-02]
[ -7.65893505e-03 -2.60644261e-01 8.70599750e-03 8.79036134e-02
-2.56441106e-02 -7.03678833e-02 1.91932307e-01 -1.91880780e-01
1.96128351e-01 3.65492156e-02]
[ 1.07546090e-01 -2.84771860e-01 3.10454964e-02 -7.60069470e-02
-6.22440854e-03 -4.78728256e-02 8.76503903e-02 1.17365960e-01
7.85166625e-02 -2.26081544e-02]
[ -1.74186916e-01 -1.76626184e-01 -3.01528595e-01 -1.62470588e-02
-7.05707030e-02 6.70045018e-02 -1.02616307e-01 -2.92813717e-02
2.70689456e-01 -1.28885206e-01]
[ 2.49783160e-02 -4.45181053e-01 7.36088090e-02 -2.24316364e-02
-2.32595001e-01 -1.06659665e-01 2.32615876e-01 -1.11265596e-01
-7.16519971e-03 6.01846016e-02]
[ -8.21394779e-02 -1.26940566e-01 3.80765527e-03 -1.32103029e-01
-9.34645080e-02 1.17504501e-02 2.33522911e-01 -1.02596436e-01
-2.96805912e-03 -1.13062243e-01]
[ -1.18557171e-01 -2.18872157e-01 -6.81345776e-02 1.83386100e-02
3.09473633e-01 9.76452114e-02 1.67373110e-01 -1.56278645e-02
-1.61224524e-01 -2.02194804e-01]
[ -1.58675381e-01 2.20568838e-03 6.11290306e-02 1.94514525e-02
-1.68983283e-01 -2.18905227e-01 -1.74631971e-01 -1.97254366e-01
8.46942352e-02 1.71322563e-01]
[ -2.84824594e-01 -3.49876303e-01 9.43601461e-02 2.13486631e-01
-1.48878954e-01 -6.37852566e-02 1.06421398e-01 -2.61296846e-01
-2.76192092e-01 -9.22341515e-02]
[ 9.68942220e-02 -2.07228004e-01 -2.44733409e-02 1.11299149e-01
-5.76170044e-02 -8.71886800e-02 2.58321792e-01 2.12765131e-03
2.18496660e-02 -2.75672694e-03]
[ 3.93021463e-02 -1.12432975e-01 -2.09894215e-01 1.53347675e-01
-9.04588379e-02 8.05948266e-02 -3.27075438e-02 -1.98030216e-02
-8.52101295e-02 -7.60532592e-04]
[ -1.19176884e-01 -8.91140876e-02 -2.01080435e-01 1.60770561e-01
-4.66849906e-03 1.32890360e-01 1.27282792e-02 -2.50513425e-01
7.45716647e-02 -1.92558208e-01]
[ -5.88860798e-02 -4.20001461e-02 2.79417589e-01 1.14117829e-01
7.85352210e-02 -6.52874318e-02 -1.27846374e-01 1.21596541e-01
8.66010252e-02 5.27943566e-02]
[ 6.04392215e-02 -1.60341149e-02 8.82244923e-02 8.93410650e-02
2.35063169e-02 -1.70144522e-02 2.03095365e-01 1.20096313e-01
-2.51417389e-02 -5.68045710e-02]
[ 9.22940324e-03 -1.44490118e-01 -2.92922178e-01 -5.42464931e-02
1.03134951e-01 -9.23315039e-02 1.26678080e-01 1.62518187e-01
1.06309869e-01 -3.25353410e-02]
[ 5.10073927e-02 -4.19610979e-02 -1.14874265e-01 5.06602269e-02
-1.31895658e-01 3.19364305e-01 2.74847318e-01 2.04661521e-01
-1.55160299e-01 -5.49344719e-02]
[ 7.04611670e-03 -2.87462967e-03 1.24570788e-01 1.14766528e-01
-4.90182292e-03 1.03417962e-01 -1.05741311e-01 -4.12321082e-02
2.22702337e-01 9.11355402e-02]
[ 1.16301280e-01 8.26349479e-02 -4.22453152e-02 -8.94354269e-02
-1.24846712e-01 -3.32690593e-01 1.15409338e-01 9.09662141e-03
1.50160033e-01 9.79211686e-02]
[ -1.03360372e-01 -5.72206450e-02 -1.59417853e-02 2.26717131e-02
-3.09387211e-02 -2.04744190e-01 -5.29638809e-02 -2.02427256e-02
1.85184255e-02 1.26755557e-01]
[ -1.65262208e-01 -1.34995901e-01 -2.05248909e-01 -2.77151804e-02
-2.93131080e-01 2.71027809e-03 6.78030169e-02 -2.59554599e-02
-1.51693623e-02 3.37202533e-02]
[ -3.07371178e-02 -1.37649133e-01 -7.50699159e-02 -1.25936108e-01
5.26404410e-01 2.75456600e-01 6.04046856e-01 1.13065776e-01
-1.81248877e-01 -3.79325971e-01]
[ -1.54085368e-02 -4.43095531e-01 -3.03085394e-02 -6.99799600e-02
6.48465249e-01 9.94356819e-02 5.67532404e-01 9.16099392e-02
3.22580055e-02 -3.85121080e-01]
[ 1.31592631e-02 -5.00330248e-01 -4.29676635e-02 -1.03201986e-01
6.65794599e-01 2.18315750e-02 5.33896243e-01 4.88663977e-02
-3.61455832e-01 -2.16652363e-01]
[ -1.76119759e-01 -6.44988975e-01 -1.11944938e-02 -2.07459367e-01
7.83014966e-01 -8.99919436e-02 6.66762958e-01 -8.34836809e-02
-7.09631991e-02 8.28341936e-02]
[ -3.03518201e-01 -4.70583505e-01 5.33912448e-02 -5.38498217e-02
9.28561345e-01 1.43639502e-01 4.81109640e-01 4.69264491e-02
-9.35862072e-02 -1.41536498e-01]
[ -2.12611413e-01 -3.51208932e-01 2.49701400e-01 -2.48161111e-01
6.81616805e-01 -4.32386597e-02 7.32394951e-01 1.24111085e-02
-2.61696747e-01 -3.18530080e-02]
[ -1.38451450e-01 -2.52211509e-01 -1.83825893e-01 -1.10334462e-01
5.12579801e-01 -2.27530043e-01 2.06246145e-01 1.67978387e-01
-1.59906413e-02 -1.26895840e-01]
[ 1.00146640e-01 2.46699745e-01 1.59227065e-01 -1.07580238e-01
-6.80851436e-02 5.50244369e-02 -1.45731708e-01 2.81232747e-01
6.26315594e-02 1.67609856e-01]
[ 3.55266426e-01 3.56138229e-01 -7.99964463e-02 3.15740462e-01
-9.04585570e-01 -2.88366028e-01 -4.97103231e-01 1.77556200e-01
3.93160870e-01 -1.83958126e-02]
[ 4.80908698e-02 1.25405881e-01 2.53781436e-01 2.48491997e-01
-5.66314710e-02 -1.96795927e-01 -1.76264198e-01 -1.33061213e-01
-1.38386263e-01 -2.89265421e-01]
[ 1.49482319e-02 -9.58697675e-02 -1.22780530e-01 -6.73648996e-02
2.45054375e-01 4.32965583e-02 1.13120342e-02 -1.86074604e-01
2.25408916e-02 1.94382830e-01]
[ -4.63863735e-03 -6.43324925e-02 -6.97430709e-02 -6.15262931e-02
-3.04248940e-03 -1.75760736e-01 9.48459269e-02 9.01815210e-03
2.87616005e-02 -6.06338927e-03]
[ 3.05049867e-02 9.22157920e-02 2.44180769e-01 7.46358658e-02
-2.32142136e-01 -1.37002080e-01 9.02654393e-02 3.93192792e-02
-1.85535070e-01 1.07037434e-01]
[ 7.83340003e-02 5.95749050e-02 1.09242306e-01 1.40972665e-02
-2.57650499e-01 6.53929937e-02 3.52506334e-02 -2.70566371e-01
-1.24181974e-02 -8.13398525e-02]
[ -6.26514730e-03 1.17874337e-01 8.57557743e-02 -2.69414243e-02
-7.39397769e-02 1.78208065e-01 7.30173527e-02 1.18396316e-01
-1.83538810e-02 1.75406797e-01]
[ 2.28203859e-01 9.98897255e-02 3.07574567e-02 8.75342512e-02
-5.81930026e-03 -2.65303110e-02 -2.04724691e-01 1.48872948e-01
-4.92723372e-02 -1.30643700e-02]
[ 4.68214120e-02 2.67550815e-02 1.82751741e-02 4.57774985e-02
-4.41538856e-01 -1.24644599e-01 -2.28170621e-01 4.12417800e-02
1.21963714e-01 1.96205092e-01]
[ 5.80186656e-02 4.98457746e-01 1.27567925e-01 4.36853106e-01
-1.24948232e+00 -3.04313149e-01 -5.74189524e-01 -7.10590763e-02
3.00223983e-01 3.43145986e-01]
[ 1.75728120e-01 4.91155185e-01 6.65615619e-02 4.28124464e-01
-1.01321266e+00 -8.20614681e-02 -4.27744990e-01 1.50842996e-01
2.11842920e-01 4.75997210e-01]
[ 2.53041965e-01 3.33881755e-01 2.47629583e-01 1.54181540e-01
-5.07349502e-01 7.90073731e-02 -2.34576280e-01 1.62704726e-01
2.44907417e-01 8.44951944e-02]
[ -7.26638864e-02 2.38695923e-01 2.41467154e-01 1.78255817e-02
-6.38047084e-02 1.30240810e-01 -1.15219713e-01 -1.50873447e-02
-3.14211671e-02 5.17578480e-02]
[ -9.86378326e-02 1.08565585e-02 2.44549601e-02 9.36864374e-02
-6.80284956e-02 1.15565846e-01 2.34095994e-01 1.99458603e-02
-2.74057931e-01 -9.22407722e-02]
[ -2.22760978e-01 -3.77570158e-02 -9.44294949e-02 -3.46217183e-01
1.85782329e-01 1.19622606e-01 1.10364031e-01 1.03137502e-01
-2.08237748e-01 3.13461107e-02]
[ 1.00401191e-02 -4.14546001e-01 -1.27893419e-01 -1.61290117e-01
3.69840414e-01 2.52294088e-02 1.95516402e-01 1.52329178e-01
-1.65309353e-01 -2.22039412e-01]
[ 9.00195105e-02 -2.72841046e-01 -1.65107921e-01 -4.93416971e-02
-4.07757106e-02 -3.73452223e-02 1.46522353e-01 -1.57788760e-01
9.48219309e-02 -1.87891022e-01]
[ -1.13134506e-01 2.99444194e-02 2.66352541e-01 2.91105220e-03
1.51854958e-01 7.70238238e-02 6.48940458e-02 -2.96685188e-01
-1.05159733e-01 -5.11802336e-02]
[ -3.39208507e-01 6.40606470e-03 1.83043191e-02 -1.34303478e-02
1.38678699e-01 -1.79228575e-01 1.63759266e-02 2.34971363e-01
-7.41892833e-02 8.54561698e-02]
[ 1.53638158e-01 -2.47994130e-03 -2.30100904e-01 -6.61125167e-02
9.32705273e-02 -3.03734183e-01 7.64274470e-02 -1.65921667e-01
1.22739794e-02 -1.72999293e-01]
[ 2.22663967e-01 -1.94979119e-01 6.89233817e-02 -6.42510586e-03
5.80954854e-02 -4.24929367e-02 3.90065969e-02 -1.35366864e-01
1.25497816e-01 -1.61411874e-01]
[ -1.04677125e-01 -8.53853765e-02 1.21564855e-01 1.09341491e-01
2.72199831e-02 -1.14956033e-01 2.56738486e-01 -7.84246699e-02
1.81757615e-01 -2.08926185e-03]
[ -3.39539259e-02 -2.12619918e-01 1.85652004e-01 -2.96625846e-01
-1.95149813e-01 1.29849708e-01 1.10827204e-01 -1.22328237e-01
-6.87119358e-03 1.88592646e-01]]
[[ 0.63546171]
[ 1.73901157]
[ 0.24233604]
[ 0.88972206]
[-2.75094183]
[-0.25829179]
[-1.74703689]
[ 0.0876289 ]
[ 0.69967941]
[ 0.88820392]]
Progress: 46.6% ... Training loss: 0.266 ... Validation loss: 0.455[[ 1.68116741e-01 2.69804352e-01 -1.02398150e-01 1.13663281e-01
-4.99535086e-01 -7.26413188e-02 -9.17591616e-02 1.20781848e-01
-4.76690186e-02 2.09577426e-01]
[ 9.27696219e-03 1.27927059e-01 -2.08973514e-02 4.13646054e-02
9.50758851e-02 -5.16854173e-03 3.34540370e-01 4.04928685e-02
1.38886979e-01 -3.27308148e-02]
[ 2.01775365e-01 7.78530166e-01 1.25811497e-02 -5.02994797e-02
7.68489054e-01 -2.29521643e-02 -9.34817386e-01 -4.11059710e-02
5.76203834e-02 2.92318000e-01]
[ 6.21196483e-02 -4.06338137e-01 -1.89208706e-01 2.14304546e-01
-1.89461678e-02 1.22933436e-01 2.25445436e-01 6.61600592e-02
1.45292559e-01 3.17034905e-01]
[ -2.98704460e-02 6.65483758e-02 -1.50508067e-01 3.67771281e-02
-7.17149176e-02 -1.79561415e-01 1.00779116e-01 -1.17605502e-01
-1.99164049e-01 -5.76874572e-02]
[ -3.97497867e-01 -6.67820956e-01 -3.02698845e-01 1.47963999e-01
-1.76397976e-01 4.22234161e-02 3.73821608e-01 -3.99883620e-02
-3.31245004e-02 -3.58675762e-02]
[ -1.00213474e-02 -2.65777274e-01 7.78868930e-03 8.45442633e-02
-1.76180218e-02 -6.94347732e-02 1.97224018e-01 -1.92188646e-01
1.93545033e-01 3.32394157e-02]
[ 1.06743718e-01 -2.87437504e-01 3.07041617e-02 -7.72913470e-02
-2.64360840e-03 -4.74848770e-02 8.98992313e-02 1.17243897e-01
7.76645276e-02 -2.35076425e-02]
[ -1.74534419e-01 -1.78065504e-01 -3.01642207e-01 -1.67315932e-02
-6.86947727e-02 6.71140798e-02 -1.01677511e-01 -2.93215847e-02
2.70323296e-01 -1.29353332e-01]
[ 2.21543958e-02 -4.51121839e-01 7.24349474e-02 -2.67817448e-02
-2.22960835e-01 -1.05447267e-01 2.38258208e-01 -1.11663017e-01
-1.03500911e-02 5.62423007e-02]
[ -8.34507312e-02 -1.30564547e-01 3.30959473e-03 -1.33913778e-01
-8.82114983e-02 1.22780802e-02 2.37274007e-01 -1.02773216e-01
-4.39231462e-03 -1.14826021e-01]
[ -1.18494877e-01 -2.19005120e-01 -6.80978639e-02 1.84958117e-02
3.08572610e-01 9.75992530e-02 1.67288381e-01 -1.56161726e-02
-1.61122855e-01 -2.02091625e-01]
[ -1.58675381e-01 2.20568838e-03 6.11290306e-02 1.94514525e-02
-1.68983283e-01 -2.18905227e-01 -1.74631971e-01 -1.97254366e-01
8.46942352e-02 1.71322563e-01]
[ -2.85278936e-01 -3.50081862e-01 9.41549511e-02 2.12796411e-01
-1.48427468e-01 -6.35768360e-02 1.06895941e-01 -2.61368690e-01
-2.76754216e-01 -9.29342145e-02]
[ 9.70937885e-02 -2.06900674e-01 -2.43928141e-02 1.11615629e-01
-5.84489707e-02 -8.72782847e-02 2.58063052e-01 2.15643555e-03
2.20816924e-02 -2.50714771e-03]
[ 3.80746215e-02 -1.14792860e-01 -2.10356888e-01 1.51671263e-01
-8.71682407e-02 8.10755032e-02 -3.01795758e-02 -1.99670161e-02
-8.65134795e-02 -2.45523633e-03]
[ -1.20176348e-01 -9.14725781e-02 -2.01464317e-01 1.59375478e-01
-7.83976829e-04 1.33284744e-01 1.50997947e-02 -2.50636747e-01
7.34840731e-02 -1.93942667e-01]
[ -5.86172105e-02 -4.16613494e-02 2.79510949e-01 1.14476114e-01
7.78366882e-02 -6.53919243e-02 -1.28207005e-01 1.21635372e-01
8.69189875e-02 5.31962454e-02]
[ 5.95689037e-02 -1.79927146e-02 8.78608442e-02 8.79679582e-02
2.68429184e-02 -1.66493641e-02 2.05061900e-01 1.19965486e-01
-2.61950393e-02 -5.81216065e-02]
[ 8.57676013e-03 -1.46141473e-01 -2.93167200e-01 -5.51460022e-02
1.05504343e-01 -9.20592632e-02 1.28202807e-01 1.62426835e-01
1.05596507e-01 -3.34061713e-02]
[ 5.21562642e-02 -3.93293282e-02 -1.14441764e-01 5.22311306e-02
-1.36131581e-01 3.18907125e-01 2.72116252e-01 2.04819149e-01
-1.53848214e-01 -5.33244526e-02]
[ 5.83876081e-03 -6.27691328e-03 1.24085641e-01 1.12972350e-01
2.87209015e-04 1.03952581e-01 -1.02579681e-01 -4.14028865e-02
2.21387492e-01 8.96260056e-02]
[ 1.15924611e-01 8.14400397e-02 -4.23838272e-02 -8.99693478e-02
-1.23392349e-01 -3.32548989e-01 1.16360261e-01 9.04596978e-03
1.49752801e-01 9.73596087e-02]
[ -1.03296479e-01 -5.70773899e-02 -1.59015270e-02 2.28020509e-02
-3.14767721e-02 -2.04791819e-01 -5.31977342e-02 -2.02289108e-02
1.86619830e-02 1.26902566e-01]
[ -1.65227969e-01 -1.35003703e-01 -2.05246685e-01 -2.77324127e-02
-2.92816448e-01 2.70622047e-03 6.77181657e-02 -2.59542573e-02
-1.52406685e-02 3.37470434e-02]
[ -3.08809419e-02 -1.38151689e-01 -7.51257391e-02 -1.26127577e-01
5.26723932e-01 2.75513674e-01 6.04586327e-01 1.13045432e-01
-1.81422099e-01 -3.79545779e-01]
[ -1.57265596e-02 -4.43944456e-01 -3.04358938e-02 -7.04530120e-02
6.49924034e-01 9.95712846e-02 5.68445731e-01 9.15631156e-02
3.19431062e-02 -3.85596088e-01]
[ 1.30465625e-02 -5.00525047e-01 -4.30145508e-02 -1.03367277e-01
6.66212294e-01 2.18807698e-02 5.34125981e-01 4.88498571e-02
-3.61592688e-01 -2.16818872e-01]
[ -1.76069957e-01 -6.45074477e-01 -1.11741178e-02 -2.07367572e-01
7.83080857e-01 -9.00195883e-02 6.66679839e-01 -8.34743849e-02
-7.08890185e-02 8.29253227e-02]
[ -3.03784026e-01 -4.71229856e-01 5.32860667e-02 -5.42414243e-02
9.29676676e-01 1.43753120e-01 4.81862989e-01 4.68885077e-02
-9.38828741e-02 -1.41907882e-01]
[ -2.12974841e-01 -3.52174055e-01 2.49559342e-01 -2.48669310e-01
6.82987228e-01 -4.30946929e-02 7.33330921e-01 1.23621106e-02
-2.62086644e-01 -3.22869461e-02]
[ -1.38560776e-01 -2.52300516e-01 -1.83864668e-01 -1.10493691e-01
5.13066839e-01 -2.27484768e-01 2.06429802e-01 1.67963301e-01
-1.61099046e-02 -1.27055305e-01]
[ 9.96091206e-02 2.45272014e-01 1.59005934e-01 -1.08397875e-01
-6.59108777e-02 5.52611072e-02 -1.44186093e-01 2.81153319e-01
6.20273676e-02 1.66852234e-01]
[ 3.54848193e-01 3.55936105e-01 -8.01458363e-02 3.15246743e-01
-9.04648213e-01 -2.88200222e-01 -4.96613119e-01 1.77499561e-01
3.92659722e-01 -1.89421510e-02]
[ 4.80064908e-02 1.25329154e-01 2.53740606e-01 2.48349482e-01
-5.64768854e-02 -1.96759445e-01 -1.76186088e-01 -1.33073116e-01
-1.38475031e-01 -2.89354227e-01]
[ 1.50210032e-02 -9.59419811e-02 -1.22754507e-01 -6.72790948e-02
2.44656493e-01 4.32666334e-02 1.11072030e-02 -1.86063440e-01
2.25915624e-02 1.94432770e-01]
[ -5.34314029e-03 -6.60868123e-02 -7.00140419e-02 -6.25623129e-02
-1.58591712e-04 -1.75487432e-01 9.66475567e-02 8.91917338e-03
2.79794824e-02 -7.06018112e-03]
[ 3.10804067e-02 9.34077142e-02 2.44391015e-01 7.54630318e-02
-2.33665958e-01 -1.37224394e-01 8.90221959e-02 3.94019251e-02
-1.84907089e-01 1.07838306e-01]
[ 7.77731803e-02 5.81021100e-02 1.09039781e-01 1.32950131e-02
-2.55376671e-01 6.56229559e-02 3.66079796e-02 -2.70636412e-01
-1.30285897e-02 -8.21273275e-02]
[ -5.35968793e-03 1.19893868e-01 8.60800135e-02 -2.57855972e-02
-7.69628206e-02 1.77835800e-01 7.10696573e-02 1.18514422e-01
-1.73644528e-02 1.76661655e-01]
[ 2.27873876e-01 9.93645560e-02 3.05970114e-02 8.69989086e-02
-4.90872608e-03 -2.63995296e-02 -2.04146710e-01 1.48830688e-01
-4.96752885e-02 -1.36077895e-02]
[ 4.66937574e-02 2.64220961e-02 1.82234294e-02 4.55962155e-02
-4.41326251e-01 -1.24608809e-01 -2.27900754e-01 4.12275238e-02
1.21850810e-01 1.96021730e-01]
[ 5.77830414e-02 4.98112916e-01 1.27493072e-01 4.36585462e-01
-1.24905039e+00 -3.04206316e-01 -5.74137491e-01 -7.10886313e-02
3.00015643e-01 3.42799403e-01]
[ 1.75032504e-01 4.89318665e-01 6.63037511e-02 4.27119144e-01
-1.01055142e+00 -8.17668918e-02 -4.26193410e-01 1.50742884e-01
2.11104749e-01 4.75213013e-01]
[ 2.52998647e-01 3.33767993e-01 2.47612404e-01 1.54124106e-01
-5.07328597e-01 7.90240560e-02 -2.34497506e-01 1.62700076e-01
2.44869031e-01 8.44436774e-02]
[ -7.29502846e-02 2.38110223e-01 2.41348056e-01 1.73804183e-02
-6.27869829e-02 1.30371622e-01 -1.14528316e-01 -1.51283610e-02
-3.17668298e-02 5.13414141e-02]
[ -9.90375512e-02 9.99976208e-03 2.43028582e-02 9.31408778e-02
-6.65436081e-02 1.15727936e-01 2.34982995e-01 1.98906129e-02
-2.74496072e-01 -9.27532430e-02]
[ -2.22906230e-01 -3.80303541e-02 -9.44924553e-02 -3.46462026e-01
1.86257664e-01 1.19694430e-01 1.10636002e-01 1.03113440e-01
-2.08421207e-01 3.10998018e-02]
[ 1.02459327e-02 -4.14247909e-01 -1.27812396e-01 -1.60990788e-01
3.68897502e-01 2.51392819e-02 1.95095060e-01 1.52359341e-01
-1.65073655e-01 -2.21751676e-01]
[ 8.89007976e-02 -2.74903805e-01 -1.65553159e-01 -5.09630708e-02
-3.70291784e-02 -3.68575389e-02 1.48949108e-01 -1.57951930e-01
9.35588275e-02 -1.89479998e-01]
[ -1.14362332e-01 2.64726983e-02 2.65901723e-01 1.21851844e-03
1.56831957e-01 7.74807717e-02 6.82350033e-02 -2.96826536e-01
-1.06438729e-01 -5.28994136e-02]
[ -3.38256679e-01 8.23090388e-03 1.86345840e-02 -1.21743956e-02
1.34844216e-01 -1.79614917e-01 1.43503938e-02 2.35096412e-01
-7.31492432e-02 8.68136477e-02]
[ 1.53403942e-01 -3.07209877e-03 -2.30182725e-01 -6.64571013e-02
9.37233381e-02 -3.03631603e-01 7.69096861e-02 -1.65953624e-01
1.20278748e-02 -1.73381729e-01]
[ 2.21284838e-01 -1.98356995e-01 6.83754998e-02 -8.44641429e-03
6.33540183e-02 -4.19176808e-02 4.25887906e-02 -1.35560929e-01
1.23983861e-01 -1.63390560e-01]
[ -1.05351414e-01 -8.73680914e-02 1.21299486e-01 1.08366538e-01
3.05095536e-02 -1.14696277e-01 2.58491441e-01 -7.85163379e-02
1.80976372e-01 -3.01999436e-03]
[ -3.43444614e-02 -2.12655260e-01 1.85477659e-01 -2.97230701e-01
-1.95053624e-01 1.30047895e-01 1.10576335e-01 -1.22393588e-01
-7.33531094e-03 1.88232277e-01]]
[[ 0.62006752]
[ 1.72832895]
[ 0.22934766]
[ 0.87397902]
[-2.76157851]
[-0.27018159]
[-1.76273735]
[ 0.0769335 ]
[ 0.68369062]
[ 0.87390946]]
Progress: 46.6% ... Training loss: 0.266 ... Validation loss: 0.451[[ 0.16578034 0.26482115 -0.10329801 0.11014975 -0.4887234 -0.07154659
-0.08628378 0.12046296 -0.05038441 0.20621627]
[ 0.00954733 0.12858624 -0.02079668 0.04175134 0.09416918 -0.00528632
0.33403954 0.04052622 0.13917252 -0.03234438]
[ 0.20073603 0.77563542 0.01210161 -0.05204029 0.77864746 -0.02238364
-0.93387762 -0.04126793 0.05624728 0.29076639]
[ 0.0626611 -0.40660332 -0.18887564 0.21562903 -0.02215611 0.12254967
0.22613292 0.06629917 0.14657521 0.31829781]
[-0.02755578 0.07019833 -0.1495323 0.04040615 -0.07956982 -0.18070172
0.09645196 -0.11729909 -0.19654849 -0.05440767]
[-0.39811837 -0.66768615 -0.30292885 0.1470406 -0.17569944 0.04253507
0.3746157 -0.04008255 -0.03395652 -0.03681136]
[-0.00956467 -0.26511285 0.00794871 0.08522223 -0.01984503 -0.06965216
0.19614739 -0.19213654 0.19407111 0.0338516 ]
[ 0.10540479 -0.29037983 0.03017932 -0.07933764 0.00373221 -0.04679816
0.09284382 0.11705636 0.07604314 -0.02541351]
[-0.1748019 -0.17886367 -0.30173986 -0.01711879 -0.0676641 0.06723798
-0.10050196 -0.02935535 0.27013818 -0.12973896]
[ 0.01951544 -0.45568895 0.07140521 -0.03064584 -0.21426515 -0.10418751
0.24369997 -0.1120313 -0.01339502 0.0524551 ]
[-0.08294236 -0.12917617 0.00348965 -0.13327637 -0.09043408 0.01207978
0.23596389 -0.10271698 -0.00393846 -0.11418615]
[-0.11813453 -0.21876765 -0.06794064 0.01904358 0.30797753 0.09744268
0.16699434 -0.01556751 -0.16064424 -0.20156738]
[-0.15867538 0.00220569 0.06112903 0.01945145 -0.16898328 -0.21890523
-0.17463197 -0.19725437 0.08469424 0.17132256]
[-0.28574157 -0.35066471 0.09395207 0.21202904 -0.14779638 -0.06332716
0.1079799 -0.26143859 -0.27741485 -0.09374055]
[ 0.09684202 -0.20697907 -0.02447462 0.11131595 -0.0582272 -0.08717689
0.25844665 0.00212572 0.02183563 -0.00282128]
[ 0.03787919 -0.11536994 -0.21041752 0.15136157 -0.08644984 0.08115478
-0.02956706 -0.01999162 -0.08673268 -0.00271624]
[-0.11990541 -0.09077194 -0.20136719 0.15979946 -0.00220282 0.13317573
0.01429674 -0.25061094 0.07380541 -0.19357285]
[-0.05886019 -0.04236376 0.27941784 0.11412823 0.07867605 -0.06530445
-0.12770846 0.12160632 0.08664202 0.052866 ]
[ 0.06014473 -0.01666828 0.08806975 0.08878084 0.02507254 -0.01691057
0.20360442 0.12003817 -0.02554651 -0.05734577]
[ 0.0082244 -0.14639329 -0.29332806 -0.05574573 0.10764665 -0.0918175
0.12836827 0.16236713 0.10506805 -0.03401147]
[ 0.05222393 -0.03919062 -0.11442365 0.05229441 -0.13632113 0.31888984
0.27184998 0.20482471 -0.15380381 -0.05328906]
[ 0.0042577 -0.0102465 0.1235061 0.11071149 0.00651309 0.10464697
-0.09806856 -0.04160102 0.21973789 0.08756758]
[ 0.1156852 0.08087915 -0.04246054 -0.09031651 -0.12214638 -0.33243412
0.11715692 0.00901519 0.14951654 0.09703779]
[-0.10295744 -0.05636951 -0.01577525 0.02329604 -0.03305823 -0.2049404
-0.0539074 -0.02018617 0.01904989 0.12735502]
[-0.16492603 -0.13409359 -0.20513404 -0.02727308 -0.29400298 0.00257838
0.06674037 -0.02592156 -0.01493812 0.03418772]
[-0.03108525 -0.13872207 -0.07520437 -0.12642518 0.52747251 0.27559753
0.60517271 0.11301908 -0.18165912 -0.37984286]
[-0.01579968 -0.44424254 -0.03046264 -0.07054624 0.65034944 0.09960952
0.56871851 0.09155339 0.03186106 -0.38567236]
[ 0.01300244 -0.50066381 -0.04302839 -0.1034197 0.66654671 0.02189613
0.53420771 0.04884553 -0.36163681 -0.21686572]
[-0.17586962 -0.64456625 -0.01110147 -0.20708453 0.78255484 -0.09010131
0.66614359 -0.08345262 -0.0706744 0.08317202]
[-0.30347248 -0.47080499 0.05340249 -0.05379463 0.92843019 0.14361704
0.48135393 0.04692861 -0.09352702 -0.14148989]
[-0.21278069 -0.35189508 0.24963808 -0.248364 0.6820997 -0.04318789
0.7330983 0.01238863 -0.26184605 -0.03200471]
[-0.13854334 -0.25230373 -0.18384379 -0.11045945 0.51297964 -0.22749878
0.20632423 0.16796656 -0.01607423 -0.12699494]
[ 0.09887383 0.24332738 0.15873864 -0.10942325 -0.06324034 0.05558082
-0.14192351 0.28106329 0.06129799 0.16588952]
[ 0.35447853 0.35561701 -0.08027513 0.31476756 -0.90412301 -0.28804267
-0.49608022 0.17745363 0.39227935 -0.01943303]
[ 0.04786356 0.12543881 0.2536925 0.24815279 -0.0564108 -0.1966924
-0.17617594 -0.13309056 -0.13864152 -0.28954366]
[ 0.01527217 -0.09534284 -0.12266445 -0.06690816 0.24350354 0.04315739
0.01047595 -0.18604042 0.02286768 0.19479825]
[-0.00496994 -0.06512811 -0.06988291 -0.06208711 -0.00164765 -0.17565634
0.09565398 0.00896327 0.02831711 -0.00657918]
[ 0.03053125 0.0921316 0.24419127 0.0746966 -0.23125169 -0.13698489
0.09067466 0.03933246 -0.18545392 0.10715801]
[ 0.07763488 0.05794232 0.10899156 0.01310405 -0.25441443 0.06568129
0.03672237 -0.27065847 -0.01321684 -0.08232998]
[-0.00572725 0.1189565 0.08594467 -0.02632814 -0.07539975 0.17799197
0.07205234 0.11846916 -0.0177719 0.17611827]
[ 0.22803114 0.09975956 0.03062641 0.08714127 -0.00529694 -0.0264421
-0.20472396 0.14884224 -0.04956279 -0.01349844]
[ 0.0467326 0.02647792 0.01823299 0.04563256 -0.4415203 -0.12462021
-0.22798735 0.04123038 0.12186102 0.19607573]
[ 0.0578619 0.49849738 0.12750196 0.43660565 -1.25068338 -0.30417423
-0.57392487 -0.07108501 0.30000623 0.34270715]
[ 0.17491985 0.48976616 0.06624632 0.42688928 -1.00925784 -0.08168985
-0.42670336 0.15071954 0.21091477 0.47507065]
[ 0.2525929 0.33287904 0.24746627 0.15357217 -0.50548168 0.07922306
-0.23367891 0.16264745 0.24442832 0.08386598]
[-0.07306772 0.23794189 0.24130417 0.01721886 -0.06239828 0.13041981
-0.11426446 -0.0151422 -0.03186517 0.05119269]
[-0.09914904 0.00980753 0.02425478 0.09296334 -0.06619359 0.11578462
0.23518101 0.01987473 -0.27463557 -0.0929201 ]
[-0.22286778 -0.03798691 -0.09448009 -0.34640899 0.1860807 0.11968152
0.11058273 0.10311762 -0.20837787 0.03113688]
[ 0.01018621 -0.41449803 -0.12783219 -0.16107181 0.36896796 0.02516547
0.19517891 0.15235125 -0.16515274 -0.22181151]
[ 0.08873764 -0.27411453 -0.16562895 -0.0511551 -0.03882685 -0.03676816
0.14862518 -0.15798435 0.0934594 -0.18974517]
[-0.11386001 0.02758414 0.26609698 0.00193428 0.15574566 0.07724542
0.06717198 -0.29676125 -0.10590645 -0.05219245]
[-0.33875767 0.00662097 0.01843465 -0.01292396 0.13663773 -0.17935721
0.01632305 0.23502946 -0.07373763 0.08599609]
[ 0.15308254 -0.00387411 -0.2302875 -0.06688945 0.09499501 -0.30348223
0.07781291 -0.16599647 0.01173089 -0.17383156]
[ 0.22117401 -0.19846787 0.06833393 -0.00865076 0.06417931 -0.04187224
0.04276425 -0.13557785 0.12384772 -0.16363421]
[-0.10553342 -0.08797303 0.12124304 0.10814629 0.03172679 -0.11460906
0.25919663 -0.07853865 0.18076333 -0.00318246]
[-0.03533864 -0.21436949 0.18506845 -0.29882684 -0.19139934 0.13055904
0.11204436 -0.12254082 -0.00864606 0.18684088]]
[[ 0.61168635]
[ 1.72104932]
[ 0.22115116]
[ 0.86723103]
[-2.76544935]
[-0.27642054]
[-1.76738705]
[ 0.06903845]
[ 0.6755394 ]
[ 0.86502827]]
Progress: 46.7% ... Training loss: 0.275 ... Validation loss: 0.457[[ 0.16667943 0.26606916 -0.10294399 0.11147257 -0.49044658 -0.07200279
-0.087875 0.12058123 -0.04926131 0.20751073]
[ 0.00984332 0.1289935 -0.02067168 0.04223998 0.09294271 -0.00541937
0.33350965 0.04056603 0.13954126 -0.03184989]
[ 0.20071689 0.77705014 0.01220331 -0.05170896 0.77558388 -0.02247507
-0.93385691 -0.04123281 0.05653304 0.29085065]
[ 0.06429287 -0.40421755 -0.18836173 0.21751428 -0.02547449 0.12184285
0.222171 0.06648238 0.14808981 0.32058781]
[-0.02869192 0.0682589 -0.14991496 0.03918395 -0.07623267 -0.18023021
0.09927508 -0.11742331 -0.19754484 -0.05584367]
[-0.39729899 -0.66663712 -0.30263774 0.14812052 -0.177386 0.04212519
0.37278538 -0.03998152 -0.03305293 -0.03566637]
[-0.00998763 -0.2665805 0.0077868 0.08465275 -0.01840321 -0.06947316
0.19715465 -0.19218494 0.19358785 0.03323615]
[ 0.10701871 -0.28621049 0.03082803 -0.07688498 -0.00372934 -0.04758282
0.08898393 0.11725893 0.07796342 -0.0230979 ]
[-0.17453355 -0.17914323 -0.30165264 -0.01677804 -0.06856645 0.06710725
-0.10063542 -0.02932639 0.27037388 -0.12936716]
[ 0.02176329 -0.45225961 0.07223643 -0.0274481 -0.2222038 -0.10528659
0.23919129 -0.11176081 -0.01096306 0.0555619 ]
[-0.08266218 -0.12844958 0.0036209 -0.13284993 -0.09218175 0.01190296
0.23509421 -0.10267345 -0.00348398 -0.11370408]
[-0.11828421 -0.21940457 -0.06799305 0.01889506 0.30881085 0.09751453
0.16748367 -0.01558314 -0.160814 -0.20175851]
[-0.15877503 0.00215783 0.06108408 0.01927964 -0.16873892 -0.21884744
-0.17455935 -0.1972686 0.08455387 0.17114178]
[-0.28553882 -0.35037182 0.09403814 0.21230332 -0.14808269 -0.06342803
0.10760554 -0.26141277 -0.27717169 -0.09345597]
[ 0.0968383 -0.20714062 -0.02447691 0.11128945 -0.05820014 -0.08716334
0.25853915 0.00212265 0.02181981 -0.00286416]
[ 0.03796988 -0.11565244 -0.21041449 0.1513696 -0.08537327 0.08109014
-0.03003898 -0.01997736 -0.08668953 -0.00257987]
[-0.11972771 -0.09026696 -0.20129858 0.16010294 -0.00309854 0.13309673
0.01379475 -0.25059497 0.07405467 -0.19333685]
[-0.05891553 -0.04294518 0.27939193 0.1140651 0.07917727 -0.06529227
-0.12730987 0.12160158 0.08656188 0.05277354]
[ 0.06004546 -0.01701298 0.08802605 0.08860996 0.02517904 -0.01687161
0.20378269 0.12002819 -0.02569661 -0.057512 ]
[ 0.00928786 -0.14375261 -0.29288659 -0.05408814 0.10241763 -0.09233729
0.12610008 0.16250387 0.10638984 -0.03248941]
[ 0.05226136 -0.03901173 -0.11440552 0.05237668 -0.13667678 0.31886954
0.27174325 0.2048318 -0.153738 -0.05321334]
[ 0.00483368 -0.00877222 0.1237178 0.11151264 0.00435125 0.10437979
-0.09971839 -0.04153522 0.22033191 0.08837414]
[ 0.11524073 0.07937119 -0.04261125 -0.09095765 -0.12098184 -0.33225839
0.11877129 0.0089654 0.14908091 0.09642069]
[-0.10245339 -0.05550653 -0.01561308 0.02396443 -0.03446024 -0.20514571
-0.05525059 -0.02013213 0.0194729 0.12805473]
[-0.1646966 -0.13369902 -0.2050375 -0.02686279 -0.29515695 0.00244877
0.06635648 -0.02588951 -0.01462032 0.03456234]
[-0.03124034 -0.13912205 -0.07525868 -0.12665486 0.52802919 0.27566827
0.6055589 0.11300042 -0.1818389 -0.38006759]
[-0.01569581 -0.44401113 -0.0304398 -0.0704451 0.64989287 0.09958526
0.56844497 0.0915585 0.03192972 -0.38560652]
[ 0.01273743 -0.50149189 -0.04313195 -0.10383004 0.66784419 0.02202282
0.53508163 0.04881391 -0.36195052 -0.2172599 ]
[-0.17548325 -0.64408653 -0.01094916 -0.20646819 0.78069568 -0.09029543
0.66555956 -0.0834039 -0.07022062 0.08377192]
[-0.30341316 -0.47070762 0.05342614 -0.05370547 0.92812951 0.14358992
0.48119161 0.04693553 -0.09346768 -0.14139984]
[-0.21268814 -0.35173068 0.24967181 -0.24822837 0.68165146 -0.04323017
0.73288651 0.0123995 -0.26173789 -0.03187454]
[-0.13833019 -0.25189187 -0.18376624 -0.11015439 0.51216043 -0.22759661
0.20578688 0.16799104 -0.0158504 -0.12670593]
[ 0.09868934 0.24299341 0.15867372 -0.1096787 -0.06239667 0.05565678
-0.14144485 0.28104254 0.06113968 0.16563952]
[ 0.35498862 0.35557904 -0.08010726 0.31530904 -0.90453747 -0.28830665
-0.49714927 0.17751482 0.39278704 -0.01867084]
[ 0.04811071 0.12582471 0.25378047 0.24846414 -0.05719009 -0.1967998
-0.17666165 -0.13306316 -0.13836879 -0.28920119]
[ 0.01533226 -0.0952762 -0.12264755 -0.06686305 0.24324838 0.0431311
0.01037321 -0.18603305 0.0229152 0.19484273]
[-0.00412859 -0.06313876 -0.0695597 -0.0608199 -0.00506783 -0.17607272
0.09350411 0.00906559 0.02926918 -0.00537236]
[ 0.03047738 0.09252478 0.24418249 0.0746309 -0.23157384 -0.13697133
0.09031456 0.03932595 -0.18552751 0.10703064]
[ 0.07730007 0.05720581 0.1088694 0.01262558 -0.25283584 0.06582071
0.03748249 -0.27069771 -0.01358593 -0.08282648]
[-0.00546002 0.11954717 0.08603577 -0.02593321 -0.07596006 0.17786978
0.07144797 0.11850026 -0.01748745 0.17647719]
[ 0.22823624 0.10004358 0.03072074 0.08750395 -0.00604005 -0.0265392
-0.20510427 0.14887288 -0.04926577 -0.01311515]
[ 0.04680927 0.02666982 0.01825782 0.04572168 -0.44206313 -0.12464753
-0.22809215 0.04123881 0.12194321 0.19617928]
[ 0.0576287 0.49792028 0.12741134 0.43632494 -1.25018126 -0.30407556
-0.5733124 -0.07110807 0.29972323 0.34233361]
[ 0.17501881 0.4900492 0.06628609 0.42701435 -1.00955452 -0.08172776
-0.42706509 0.15072936 0.21103869 0.47522335]
[ 0.252715 0.3334665 0.24753376 0.15387112 -0.50661014 0.07914389
-0.23402107 0.16266713 0.24462317 0.08404898]
[-0.07273367 0.23873558 0.24143699 0.01771844 -0.06397827 0.13025604
-0.11485802 -0.01510034 -0.03145445 0.0516955 ]
[-0.0991648 0.00976366 0.0242464 0.09293507 -0.06611571 0.11579524
0.23520335 0.01987227 -0.27465901 -0.09294714]
[-0.22288658 -0.03824143 -0.09449309 -0.3464291 0.18620045 0.11969144
0.11069962 0.10311558 -0.20841357 0.0311214 ]
[ 0.01010792 -0.41476546 -0.12785772 -0.16118207 0.36930962 0.02520067
0.19543536 0.15234384 -0.16522673 -0.22190094]
[ 0.0895757 -0.27227767 -0.16531009 -0.04983828 -0.04195582 -0.03719312
0.14712827 -0.15788555 0.09454343 -0.18856007]
[-0.11312518 0.02854427 0.2663913 0.0030993 0.15277522 0.07687824
0.0660087 -0.29667138 -0.10505837 -0.05114932]
[-0.3392334 0.00552485 0.01827873 -0.01352483 0.13824993 -0.17917634
0.01763126 0.23498349 -0.07420957 0.08538692]
[ 0.15366772 -0.00330794 -0.23006713 -0.06601144 0.09344391 -0.3037354
0.07652777 -0.16592509 0.01230706 -0.17292454]
[ 0.22182747 -0.19759709 0.06855565 -0.00793097 0.0625759 -0.04217472
0.04093732 -0.13550073 0.12448395 -0.16272117]
[-0.10634445 -0.08995792 0.12093961 0.10700017 0.03462981 -0.11425375
0.26113017 -0.07862941 0.17984834 -0.00434826]
[-0.03458471 -0.21205125 0.18533765 -0.29785564 -0.19526929 0.13022436
0.10975845 -0.12245709 -0.00782733 0.18778454]]
[[ 0.62069114]
[ 1.72506211]
[ 0.22817761]
[ 0.87548169]
[-2.75824362]
[-0.26850171]
[-1.75725202]
[ 0.07701803]
[ 0.68511871]
[ 0.87405845]]
Progress: 46.8% ... Training loss: 0.267 ... Validation loss: 0.453[[ 1.69755746e-01 2.74272532e-01 -1.01834902e-01 1.15716729e-01
-5.01980938e-01 -7.32564636e-02 -9.59271403e-02 1.20960263e-01
-4.59097334e-02 2.11559992e-01]
[ 9.85140419e-03 1.29041030e-01 -2.06581864e-02 4.22871044e-02
9.27049628e-02 -5.43899419e-03 3.33477528e-01 4.05709421e-02
1.39580287e-01 -3.18201404e-02]
[ 2.04514606e-01 7.86204599e-01 1.35887839e-02 -4.62745152e-02
7.60539870e-01 -2.41004783e-02 -9.44034648e-01 -4.07509177e-02
6.09952314e-02 2.96145438e-01]
[ 6.59555887e-02 -3.99488017e-01 -1.87663560e-01 2.20093044e-01
-3.03777807e-02 1.21056822e-01 2.17170085e-01 6.66950228e-02
1.49950256e-01 3.22827348e-01]
[ -2.72343640e-02 7.22227333e-02 -1.49309114e-01 4.14170724e-02
-7.99239886e-02 -1.80806780e-01 9.70862737e-02 -1.17231888e-01
-1.95892232e-01 -5.37920872e-02]
[ -3.97074095e-01 -6.65938645e-01 -3.02554282e-01 1.48386617e-01
-1.78468110e-01 4.20778847e-02 3.72415756e-01 -3.99622505e-02
-3.29477002e-02 -3.54686612e-02]
[ -7.74741392e-03 -2.60713422e-01 8.56370087e-03 8.77323512e-02
-2.81891007e-02 -7.04130422e-02 1.90857462e-01 -1.91903209e-01
1.96053448e-01 3.63955302e-02]
[ 1.08422122e-01 -2.82630685e-01 3.13480277e-02 -7.48468225e-02
-9.68539302e-03 -4.81727991e-02 8.50464744e-02 1.17437016e-01
7.95420543e-02 -2.12989944e-02]
[ -1.75059959e-01 -1.81063452e-01 -3.01850350e-01 -1.75302745e-02
-6.64688437e-02 6.73524435e-02 -9.91122285e-02 -2.93923570e-02
2.69764781e-01 -1.30095401e-01]
[ 2.44879748e-02 -4.45489475e-01 7.31763662e-02 -2.37637126e-02
-2.33731341e-01 -1.06361969e-01 2.31878648e-01 -1.11427202e-01
-8.05460653e-03 5.91211869e-02]
[ -8.26985838e-02 -1.28532466e-01 3.61095175e-03 -1.32933713e-01
-9.27543148e-02 1.19298529e-02 2.35046617e-01 -1.02681163e-01
-3.53861694e-03 -1.13762131e-01]
[ -1.17630384e-01 -2.17866670e-01 -6.77403904e-02 1.99260777e-02
3.06184504e-01 9.72310338e-02 1.65762828e-01 -1.54959099e-02
-1.60127447e-01 -2.00832005e-01]
[ -1.58775031e-01 2.15782556e-03 6.10840783e-02 1.92796392e-02
-1.68738923e-01 -2.18847437e-01 -1.74559352e-01 -1.97268601e-01
8.45538715e-02 1.71141776e-01]
[ -2.85613000e-01 -3.50695572e-01 9.40156455e-02 2.12219027e-01
-1.48299003e-01 -6.34102751e-02 1.07935018e-01 -2.61418890e-01
-2.77240284e-01 -9.35410798e-02]
[ 9.66343727e-02 -2.07448992e-01 -2.45580276e-02 1.11016856e-01
-5.74737540e-02 -8.70446827e-02 2.59116263e-01 2.09040694e-03
2.14892408e-02 -3.21125747e-03]
[ 3.87444202e-02 -1.14077833e-01 -2.10135144e-01 1.52362813e-01
-8.79593423e-02 8.07783814e-02 -3.17482479e-02 -1.98810908e-02
-8.58646232e-02 -1.49946301e-03]
[ -1.20011275e-01 -9.07846511e-02 -2.01408573e-01 1.59673947e-01
-2.12579134e-03 1.33216662e-01 1.42155924e-02 -2.50628753e-01
7.37233756e-02 -1.93726966e-01]
[ -5.86877794e-02 -4.23727756e-02 2.79430287e-01 1.14337412e-01
7.78109810e-02 -6.53881990e-02 -1.27810209e-01 1.21629324e-01
8.67763813e-02 5.31377504e-02]
[ 6.21441663e-02 -1.15326442e-02 8.88204742e-02 9.16173245e-02
1.64517647e-02 -1.77591221e-02 1.97985144e-01 1.20293490e-01
-2.32994941e-02 -5.45955317e-02]
[ 9.73719069e-03 -1.42973396e-01 -2.92746119e-01 -5.35120337e-02
1.01057753e-01 -9.24846640e-02 1.24912096e-01 1.62550515e-01
1.06842343e-01 -3.19567340e-02]
[ 5.26047321e-02 -3.80784314e-02 -1.14276728e-01 5.28850759e-02
-1.38181502e-01 3.18713647e-01 2.70758353e-01 2.04875163e-01
-1.53347068e-01 -5.27412235e-02]
[ 5.70172653e-03 -6.54436871e-03 1.24047249e-01 1.12792238e-01
8.91031766e-04 1.04005547e-01 -1.02123622e-01 -4.14191753e-02
2.21297309e-01 8.94816867e-02]
[ 1.15486936e-01 7.97169924e-02 -4.25308134e-02 -9.06301601e-02
-1.21918726e-01 -3.32355918e-01 1.18180247e-01 8.99505621e-03
1.49302620e-01 9.67619484e-02]
[ -1.03315026e-01 -5.78186096e-02 -1.59144955e-02 2.27738154e-02
-3.14315782e-02 -2.04784090e-01 -5.28386104e-02 -2.02373428e-02
1.85860796e-02 1.26867901e-01]
[ -1.64939127e-01 -1.33925492e-01 -2.05131095e-01 -2.72191433e-02
-2.94453551e-01 2.56904876e-03 6.67122713e-02 -2.59240696e-02
-1.49297320e-02 3.41845500e-02]
[ -3.14987194e-02 -1.39775719e-01 -7.53556950e-02 -1.27034566e-01
5.29185185e-01 2.75787044e-01 6.06132652e-01 1.12967007e-01
-1.82135472e-01 -3.80450368e-01]
[ -1.54951238e-02 -4.43830947e-01 -3.03747813e-02 -7.01920534e-02
6.48967197e-01 9.95052029e-02 5.68151271e-01 9.15813746e-02
3.21001223e-02 -3.85341516e-01]
[ 1.30541434e-02 -5.01213142e-01 -4.30103712e-02 -1.03349337e-01
6.66761042e-01 2.18858776e-02 5.34553592e-01 4.88571124e-02
-3.61619520e-01 -2.16811862e-01]
[ -1.75321757e-01 -6.43731818e-01 -1.08947066e-02 -2.06252705e-01
7.80260339e-01 -9.03617883e-02 6.65031896e-01 -8.33854282e-02
-7.00569628e-02 8.39519130e-02]
[ -3.03336799e-01 -4.70489632e-01 5.34520974e-02 -5.36065822e-02
9.28022619e-01 1.43560035e-01 4.80929899e-01 4.69440317e-02
-9.33894465e-02 -1.41306207e-01]
[ -2.12745902e-01 -3.51942404e-01 2.49655283e-01 -2.48290791e-01
6.81876607e-01 -4.32091817e-02 7.33089992e-01 1.23940934e-02
-2.61794107e-01 -3.19279334e-02]
[ -1.38619421e-01 -2.52173705e-01 -1.83869698e-01 -1.10554383e-01
5.13176483e-01 -2.27464072e-01 2.06070883e-01 1.67953607e-01
-1.62010049e-02 -1.27099281e-01]
[ 1.00039896e-01 2.46510984e-01 1.59188268e-01 -1.07749162e-01
-6.75720867e-02 5.50810368e-02 -1.44895860e-01 2.81212238e-01
6.26884452e-02 1.67418237e-01]
[ 3.54988621e-01 3.55579036e-01 -8.01072616e-02 3.15309040e-01
-9.04537473e-01 -2.88306647e-01 -4.97149269e-01 1.77514824e-01
3.92787035e-01 -1.86708375e-02]
[ 4.85874102e-02 1.27023633e-01 2.53949925e-01 2.49081466e-01
-5.90184393e-02 -1.96994414e-01 -1.77914013e-01 -1.33007608e-01
-1.37870774e-01 -2.88565680e-01]
[ 1.51804518e-02 -9.58067514e-02 -1.22706586e-01 -6.70825603e-02
2.43779955e-01 4.31966975e-02 1.07945470e-02 -1.86050840e-01
2.27582424e-02 1.94644056e-01]
[ -3.96896198e-03 -6.26848727e-02 -6.95217458e-02 -6.06033563e-02
-5.89242334e-03 -1.76142588e-01 9.29594321e-02 9.08482111e-03
2.94252814e-02 -5.15087891e-03]
[ 3.08161183e-02 9.34208114e-02 2.44311730e-01 7.51323165e-02
-2.32660843e-01 -1.37111106e-01 8.95484519e-02 3.93679640e-02
-1.85205321e-01 1.07524939e-01]
[ 7.65173218e-02 5.53118825e-02 1.08564310e-01 1.14626533e-02
-2.49385554e-01 6.61790037e-02 3.94063302e-02 -2.70796215e-01
-1.45059665e-02 -8.39899894e-02]
[ -4.44523255e-03 1.22105421e-01 8.63801260e-02 -2.45209571e-02
-8.02523348e-02 1.77432079e-01 6.88962727e-02 1.18628878e-01
-1.63754402e-02 1.77838036e-01]
[ 2.28212008e-01 1.00013031e-01 3.07046852e-02 8.74514952e-02
-6.13081373e-03 -2.65300539e-02 -2.05206116e-01 1.48867799e-01
-4.93147714e-02 -1.32080301e-02]
[ 4.76243964e-02 2.90818175e-02 1.85595597e-02 4.68877573e-02
-4.45649740e-01 -1.24999507e-01 -2.30406850e-01 4.13413011e-02
1.22819250e-01 1.97225887e-01]
[ 5.76253044e-02 4.97676529e-01 1.27414405e-01 4.36296427e-01
-1.25047974e+00 -3.04044830e-01 -5.72986732e-01 -7.11090216e-02
2.99750139e-01 3.42340109e-01]
[ 1.74442953e-01 4.88354500e-01 6.60707928e-02 4.26238480e-01
-1.00804414e+00 -8.14546885e-02 -4.25728801e-01 1.50652634e-01
2.10457800e-01 4.74496816e-01]
[ 2.52640086e-01 3.33403476e-01 2.47511458e-01 1.53785869e-01
-5.06850598e-01 7.91715534e-02 -2.33919175e-01 1.62661213e-01
2.44550670e-01 8.40363094e-02]
[ -7.24875367e-02 2.39348064e-01 2.41528135e-01 1.80635384e-02
-6.48040454e-02 1.30151440e-01 -1.15405221e-01 -1.50695726e-02
-3.11768295e-02 5.20418014e-02]
[ -9.86196252e-02 1.12861980e-02 2.44567864e-02 9.37109493e-02
-6.86247470e-02 1.15549143e-01 2.33642230e-01 1.99423859e-02
-2.74030223e-01 -9.21573073e-02]
[ -2.22970773e-01 -3.85249740e-02 -9.45240529e-02 -3.46551337e-01
1.86601790e-01 1.19731568e-01 1.10976417e-01 1.03105902e-01
-2.08520142e-01 3.09873246e-02]
[ 1.00504298e-02 -4.14856361e-01 -1.27878230e-01 -1.61273808e-01
3.69602225e-01 2.52254193e-02 1.95609041e-01 1.52336338e-01
-1.65286745e-01 -2.21982070e-01]
[ 8.93150019e-02 -2.72624882e-01 -1.65406755e-01 -5.02216665e-02
-4.20976859e-02 -3.70520042e-02 1.47186637e-01 -1.57919760e-01
9.42090395e-02 -1.88922509e-01]
[ -1.12639883e-01 2.95962469e-02 2.66573409e-01 3.81356864e-03
1.51172754e-01 7.66869398e-02 6.45662631e-02 -2.96609339e-01
-1.04510313e-01 -5.04574697e-02]
[ -3.38959303e-01 6.68463719e-03 1.83577885e-02 -1.32536909e-02
1.37396519e-01 -1.79249348e-01 1.65173573e-02 2.35002914e-01
-7.39902877e-02 8.55713399e-02]
[ 1.54337478e-01 -1.85268952e-03 -2.29816881e-01 -6.50447348e-02
9.09794544e-02 -3.04002014e-01 7.50926934e-02 -1.65832260e-01
1.30667000e-02 -1.71997221e-01]
[ 2.22712738e-01 -1.95757178e-01 6.88753577e-02 -6.71662040e-03
5.91479322e-02 -4.25546458e-02 3.87873623e-02 -1.35392189e-01
1.25448586e-01 -1.61519832e-01]
[ -1.06376055e-01 -9.04055177e-02 1.20939293e-01 1.06975918e-01
3.40210954e-02 -1.14257575e-01 2.61446325e-01 -7.86297361e-02
1.79825596e-01 -4.36366083e-03]
[ -3.32647154e-02 -2.08538232e-01 1.85786151e-01 -2.95982851e-01
-2.00896857e-01 1.29665939e-01 1.06444237e-01 -1.22292267e-01
-6.42144197e-03 1.89585191e-01]]
[[ 0.63468894]
[ 1.73666311]
[ 0.23980284]
[ 0.8869215 ]
[-2.74572312]
[-0.25847595]
[-1.74810987]
[ 0.08817972]
[ 0.69617487]
[ 0.88892449]]
Progress: 46.8% ... Training loss: 0.266 ... Validation loss: 0.453[[ 1.70992728e-01 2.76787631e-01 -1.01418530e-01 1.17081211e-01
-5.04518308e-01 -7.35911399e-02 -9.84574583e-02 1.21112754e-01
-4.46830454e-02 2.13143045e-01]
[ 9.65371956e-03 1.28685873e-01 -2.07502561e-02 4.19672154e-02
9.30210060e-02 -5.34236722e-03 3.33734221e-01 4.05390523e-02
1.39313830e-01 -3.20699079e-02]
[ 2.06599842e-01 7.88869628e-01 1.44519604e-02 -4.32020052e-02
7.53295764e-01 -2.49182782e-02 -9.46061525e-01 -4.04466117e-02
6.32623027e-02 2.98866061e-01]
[ 6.56912579e-02 -4.00469417e-01 -1.87686225e-01 2.19724664e-01
-2.72753115e-02 1.21149885e-01 2.17269121e-01 6.66643050e-02
1.49750704e-01 3.22369426e-01]
[ -2.65907023e-02 7.26305207e-02 -1.48965327e-01 4.20733038e-02
-8.42300049e-02 -1.81070764e-01 9.57257555e-02 -1.17155980e-01
-1.95318979e-01 -5.34159010e-02]
[ -3.97962820e-01 -6.68273894e-01 -3.02951327e-01 1.46909912e-01
-1.75408252e-01 4.24608419e-02 3.74112944e-01 -4.00898768e-02
-3.39366437e-02 -3.66315797e-02]
[ -8.02242309e-03 -2.61326915e-01 8.45721073e-03 8.72287402e-02
-2.67298599e-02 -7.02762597e-02 1.91408042e-01 -1.91941514e-01
1.95696299e-01 3.59177056e-02]
[ 1.08845927e-01 -2.82615810e-01 3.15024775e-02 -7.43093157e-02
-1.13549007e-02 -4.82698069e-02 8.50769248e-02 1.17486751e-01
7.99457720e-02 -2.07035771e-02]
[ -1.74233651e-01 -1.78989157e-01 -3.01492622e-01 -1.62951692e-02
-6.96946640e-02 6.70465774e-02 -1.00935491e-01 -2.92748721e-02
2.70665664e-01 -1.28901531e-01]
[ 2.53499129e-02 -4.44406622e-01 7.34476690e-02 -2.28961534e-02
-2.35651932e-01 -1.06569399e-01 2.30831057e-01 -1.11324226e-01
-7.24009078e-03 6.02318649e-02]
[ -8.29754328e-02 -1.29765785e-01 3.49817644e-03 -1.33344850e-01
-9.21842326e-02 1.20465659e-02 2.35911635e-01 -1.02713775e-01
-3.83223938e-03 -1.14039955e-01]
[ -1.18129093e-01 -2.18575776e-01 -6.78902749e-02 1.92619505e-02
3.07158783e-01 9.74386172e-02 1.66400357e-01 -1.55649851e-02
-1.60689831e-01 -2.01516315e-01]
[ -1.58775031e-01 2.15782556e-03 6.10840783e-02 1.92796392e-02
-1.68738923e-01 -2.18847437e-01 -1.74559352e-01 -1.97268601e-01
8.45538715e-02 1.71141776e-01]
[ -2.85297221e-01 -3.50467027e-01 9.41018300e-02 2.12513670e-01
-1.48531632e-01 -6.35117407e-02 1.07253911e-01 -2.61377671e-01
-2.76898811e-01 -9.30153368e-02]
[ 9.56195107e-02 -2.09325174e-01 -2.49524590e-02 1.09592529e-01
-5.45467186e-02 -8.66476378e-02 2.61023394e-01 1.95287298e-03
2.03735773e-02 -4.63640913e-03]
[ 3.85039976e-02 -1.14866556e-01 -2.10243786e-01 1.51937749e-01
-8.74252241e-02 8.08864825e-02 -3.11861044e-02 -1.99199497e-02
-8.61373100e-02 -1.84241991e-03]
[ -1.19448910e-01 -8.94134202e-02 -2.01201181e-01 1.60435114e-01
-4.11375580e-03 1.33014305e-01 1.27238514e-02 -2.50556208e-01
7.43079538e-02 -1.92964974e-01]
[ -5.92269832e-02 -4.36595730e-02 2.79231092e-01 1.13580190e-01
7.98837576e-02 -6.51782033e-02 -1.26498528e-01 1.21556779e-01
8.61997734e-02 5.24454503e-02]
[ 6.23153114e-02 -1.09629312e-02 8.88812787e-02 9.17645981e-02
1.58382382e-02 -1.77950711e-02 1.97422535e-01 1.20315850e-01
-2.31667772e-02 -5.44809869e-02]
[ 1.03205311e-02 -1.41357963e-01 -2.92502658e-01 -5.26159922e-02
9.81878668e-02 -9.27361184e-02 1.23657949e-01 1.62641322e-01
1.07518660e-01 -3.10570427e-02]
[ 5.24318631e-02 -3.97453252e-02 -1.14364760e-01 5.25338913e-02
-1.37139572e-01 3.18839523e-01 2.72176438e-01 2.04838944e-01
-1.53638956e-01 -5.31706580e-02]
[ 6.15928939e-03 -5.34061613e-03 1.24206330e-01 1.13394853e-01
-4.37891407e-04 1.03841283e-01 -1.03346324e-01 -4.13606923e-02
2.21817419e-01 9.02158146e-02]
[ 1.16055970e-01 8.08490459e-02 -4.22992545e-02 -8.97699191e-02
-1.23833567e-01 -3.32566149e-01 1.17264223e-01 9.07945608e-03
1.49928618e-01 9.75833097e-02]
[ -1.03478559e-01 -5.82672201e-02 -1.59759668e-02 2.25521760e-02
-3.06964056e-02 -2.04716874e-01 -5.23481851e-02 -2.02600693e-02
1.84058956e-02 1.26625027e-01]
[ -1.65381085e-01 -1.34838585e-01 -2.05259162e-01 -2.78093915e-02
-2.93193041e-01 2.74340140e-03 6.76060894e-02 -2.59847102e-02
-1.54153862e-02 3.36083507e-02]
[ -3.14020151e-02 -1.39599685e-01 -7.53203246e-02 -1.26915278e-01
5.28893029e-01 2.75763184e-01 6.05904685e-01 1.12979538e-01
-1.82039783e-01 -3.80311285e-01]
[ -1.56833444e-02 -4.44269193e-01 -3.04399751e-02 -7.04273178e-02
6.49392780e-01 9.95774348e-02 5.68616457e-01 9.15566535e-02
3.19033144e-02 -3.85587774e-01]
[ 1.30421590e-02 -5.01230179e-01 -4.30140499e-02 -1.03361166e-01
6.66770329e-01 2.18889858e-02 5.34566407e-01 4.88559987e-02
-3.61623806e-01 -2.16827863e-01]
[ -1.75625568e-01 -6.43970653e-01 -1.10279871e-02 -2.06735896e-01
7.81458135e-01 -9.02204121e-02 6.65282481e-01 -8.34329410e-02
-7.04387220e-02 8.34578907e-02]
[ -3.03299572e-01 -4.70614735e-01 5.34663692e-02 -5.35312250e-02
9.27581464e-01 1.43536003e-01 4.80973642e-01 4.69516050e-02
-9.33070787e-02 -1.41206716e-01]
[ -2.12703892e-01 -3.51873179e-01 2.49674393e-01 -2.48219726e-01
6.81702457e-01 -4.32291259e-02 7.33025085e-01 1.24008564e-02
-2.61744311e-01 -3.18612053e-02]
[ -1.39876850e-01 -2.55449732e-01 -1.84349992e-01 -1.12323523e-01
5.18498085e-01 -2.26941110e-01 2.09503934e-01 1.67779405e-01
-1.75484047e-02 -1.28643441e-01]
[ 1.00640480e-01 2.48146533e-01 1.59414875e-01 -1.06907467e-01
-6.99488087e-02 5.48569285e-02 -1.46545305e-01 2.81290427e-01
6.33228957e-02 1.68246814e-01]
[ 3.54697315e-01 3.53795668e-01 -8.03101807e-02 3.14494305e-01
-9.01647062e-01 -2.88076720e-01 -4.95931660e-01 1.77442859e-01
3.92220942e-01 -1.93006808e-02]
[ 4.88881405e-02 1.27497297e-01 2.54063590e-01 2.49464776e-01
-5.99089162e-02 -1.97117037e-01 -1.78631702e-01 -1.32965469e-01
-1.37535723e-01 -2.88147857e-01]
[ 1.49733948e-02 -9.63989140e-02 -1.22782240e-01 -6.73799857e-02
2.44501284e-01 4.32809725e-02 1.13429257e-02 -1.86075845e-01
2.25268533e-02 1.94347457e-01]
[ -3.95025273e-03 -6.26119985e-02 -6.95307231e-02 -6.06221465e-02
-5.86937201e-03 -1.76141505e-01 9.28707930e-02 9.08343697e-03
2.94432165e-02 -5.12008351e-03]
[ 3.11124029e-02 9.41933718e-02 2.44409803e-01 7.54817753e-02
-2.33746365e-01 -1.37215405e-01 8.87983308e-02 3.94023093e-02
-1.84898884e-01 1.07897037e-01]
[ 7.63786719e-02 5.50127070e-02 1.08519845e-01 1.12706352e-02
-2.48935395e-01 6.62352020e-02 3.96878294e-02 -2.70813897e-01
-1.46474946e-02 -8.41542164e-02]
[ -4.87071679e-03 1.20948982e-01 8.62370463e-02 -2.50827728e-02
-7.83749562e-02 1.77590718e-01 7.00239608e-02 1.18573825e-01
-1.68424139e-02 1.77289973e-01]
[ 2.28093753e-01 9.97986115e-02 3.06529155e-02 8.72893427e-02
-5.90078835e-03 -2.64868047e-02 -2.04872005e-01 1.48853922e-01
-4.94606492e-02 -1.33163543e-02]
[ 4.86417956e-02 3.18684517e-02 1.89698422e-02 4.83729252e-02
-4.50393122e-01 -1.25436717e-01 -2.32911582e-01 4.14842279e-02
1.23949637e-01 1.98632214e-01]
[ 5.92042194e-02 5.00854735e-01 1.28051826e-01 4.38604062e-01
-1.25631175e+00 -3.04680759e-01 -5.76014757e-01 -7.08667837e-02
3.01577147e-01 3.44467606e-01]
[ 1.74364763e-01 4.88260837e-01 6.60400916e-02 4.26134505e-01
-1.00806766e+00 -8.14224544e-02 -4.25622378e-01 1.50640614e-01
2.10371339e-01 4.74394247e-01]
[ 2.52001167e-01 3.32303763e-01 2.47310342e-01 1.52933901e-01
-5.05254116e-01 7.94218557e-02 -2.32862537e-01 1.62573286e-01
2.43859550e-01 8.31546861e-02]
[ -7.25260606e-02 2.39189789e-01 2.41510300e-01 1.80046299e-02
-6.46641674e-02 1.30173613e-01 -1.15260575e-01 -1.50735618e-02
-3.12174183e-02 5.19815633e-02]
[ -9.85702407e-02 1.13944022e-02 2.44735758e-02 9.37792064e-02
-6.88372759e-02 1.15530145e-01 2.33519453e-01 1.99490581e-02
-2.73978432e-01 -9.20863755e-02]
[ -2.23318780e-01 -3.93525598e-02 -9.46695153e-02 -3.47048820e-01
1.87810153e-01 1.19882146e-01 1.11791678e-01 1.03056245e-01
-2.08903156e-01 3.05387584e-02]
[ 1.01447010e-02 -4.14668836e-01 -1.27836754e-01 -1.61124050e-01
3.69206257e-01 2.51849507e-02 1.95380662e-01 1.52350359e-01
-1.65175851e-01 -2.21852383e-01]
[ 8.99028906e-02 -2.71496321e-01 -1.65223059e-01 -4.95204077e-02
-4.47226454e-02 -3.72510088e-02 1.46044582e-01 -1.57852258e-01
9.47182001e-02 -1.88251666e-01]
[ -1.13297915e-01 2.75314298e-02 2.66307673e-01 2.84750398e-03
1.52907999e-01 7.69676373e-02 6.63844111e-02 -2.96691639e-01
-1.05246112e-01 -5.13713520e-02]
[ -3.38447929e-01 8.11974794e-03 1.85464585e-02 -1.26313879e-02
1.35391799e-01 -1.79428598e-01 1.49593217e-02 2.35067896e-01
-7.34314029e-02 8.61658521e-02]
[ 1.54175659e-01 -3.00706966e-03 -2.29832310e-01 -6.53136223e-02
9.26707385e-02 -3.03922779e-01 7.57571183e-02 -1.65845620e-01
1.29688130e-02 -1.72155897e-01]
[ 2.22284393e-01 -1.96965011e-01 6.87145022e-02 -7.32620631e-03
6.09969324e-02 -4.23522588e-02 4.01733676e-02 -1.35450420e-01
1.24914169e-01 -1.62031763e-01]
[ -1.05654580e-01 -8.84788147e-02 1.21211252e-01 1.07991378e-01
3.09376654e-02 -1.14536919e-01 2.59534632e-01 -7.85330492e-02
1.80591236e-01 -3.37780923e-03]
[ -3.37508780e-02 -2.09461148e-01 1.85592490e-01 -2.96685039e-01
-1.98835506e-01 1.29878084e-01 1.07642399e-01 -1.22366260e-01
-6.92851594e-03 1.89067018e-01]]
[[ 0.63580232]
[ 1.74148212]
[ 0.23976894]
[ 0.88781367]
[-2.74822963]
[-0.26041448]
[-1.75354606]
[ 0.08762279]
[ 0.69732708]
[ 0.89101237]]
Progress: 46.9% ... Training loss: 0.266 ... Validation loss: 0.450[[ 1.67618143e-01 2.67429329e-01 -1.02717358e-01 1.12230020e-01
-4.91254548e-01 -7.21362408e-02 -8.83754894e-02 1.20643573e-01
-4.84387332e-02 2.08795778e-01]
[ 9.85478722e-03 1.29059106e-01 -2.06569397e-02 4.23125102e-02
9.20505986e-02 -5.44333095e-03 3.33549405e-01 4.05701777e-02
1.39572623e-01 -3.18184253e-02]
[ 2.06059539e-01 7.86072736e-01 1.42545761e-02 -4.41403742e-02
7.57529848e-01 -2.46712440e-02 -9.43992882e-01 -4.05135572e-02
6.25685722e-02 2.98289025e-01]
[ 6.28783575e-02 -4.06358597e-01 -1.88849963e-01 2.15683821e-01
-1.89169819e-02 1.22345113e-01 2.23951540e-01 6.62566540e-02
1.46474702e-01 3.18687119e-01]
[ -2.55417967e-02 7.40871338e-02 -1.48506871e-01 4.41122880e-02
-9.06056168e-02 -1.81587277e-01 9.42550919e-02 -1.16984895e-01
-1.93849511e-01 -5.17867170e-02]
[ -3.97914759e-01 -6.68063293e-01 -3.02937552e-01 1.47054467e-01
-1.77098468e-01 4.24323817e-02 3.74066496e-01 -4.00842483e-02
-3.38103692e-02 -3.65829604e-02]
[ -9.49083208e-03 -2.65281238e-01 7.94614808e-03 8.53634019e-02
-2.17823266e-02 -6.96491697e-02 1.95607746e-01 -1.92129572e-01
1.94163882e-01 3.41622258e-02]
[ 1.07171584e-01 -2.86982336e-01 3.08434000e-02 -7.67911531e-02
-5.88184397e-03 -4.75644946e-02 8.95208546e-02 1.17253082e-01
7.80112019e-02 -2.29261144e-02]
[ -1.75227321e-01 -1.81403402e-01 -3.01890033e-01 -1.77291661e-02
-6.77797926e-02 6.74629193e-02 -9.83455847e-02 -2.94212147e-02
2.69608073e-01 -1.30289596e-01]
[ 2.36333706e-02 -4.48899002e-01 7.27954898e-02 -2.54444528e-02
-2.30823174e-01 -1.05812157e-01 2.35796587e-01 -1.11564873e-01
-9.11004964e-03 5.79703367e-02]
[ -8.42257518e-02 -1.33631400e-01 3.03616875e-03 -1.34936867e-01
-8.92320367e-02 1.25481411e-02 2.39998408e-01 -1.02879858e-01
-5.14572434e-03 -1.15609533e-01]
[ -1.19250594e-01 -2.20742275e-01 -6.83298646e-02 1.77656505e-02
3.10023075e-01 9.79000841e-02 1.68535146e-01 -1.57206959e-02
-1.61904690e-01 -2.03002671e-01]
[ -1.58775031e-01 2.15782556e-03 6.10840783e-02 1.92796392e-02
-1.68738923e-01 -2.18847437e-01 -1.74559352e-01 -1.97268601e-01
8.45538715e-02 1.71141776e-01]
[ -2.85397437e-01 -3.50480533e-01 9.40559020e-02 2.12357782e-01
-1.48479244e-01 -6.34591418e-02 1.07267501e-01 -2.61396255e-01
-2.77027002e-01 -9.32083186e-02]
[ 9.54706016e-02 -2.09388596e-01 -2.49971980e-02 1.09470594e-01
-5.51630618e-02 -8.66027763e-02 2.61429454e-01 1.93446358e-03
2.02640920e-02 -4.87107520e-03]
[ 3.85089332e-02 -1.15199024e-01 -2.10245083e-01 1.51951332e-01
-8.75542278e-02 8.08824848e-02 -3.09724493e-02 -1.99175529e-02
-8.60992441e-02 -1.76884682e-03]
[ -1.20713291e-01 -9.24329783e-02 -2.01656705e-01 1.58781575e-01
7.47179223e-06 1.33536470e-01 1.58383165e-02 -2.50720957e-01
7.29523216e-02 -1.94582204e-01]
[ -6.01103621e-02 -4.58324911e-02 2.78916404e-01 1.12363322e-01
8.33580548e-02 -6.48202799e-02 -1.24101593e-01 1.21437533e-01
8.52189987e-02 5.12820847e-02]
[ 6.25895710e-02 -1.04177539e-02 8.89940525e-02 9.21903440e-02
1.45452893e-02 -1.78768935e-02 1.96716460e-01 1.20355998e-01
-2.28271170e-02 -5.40107847e-02]
[ 9.98025135e-03 -1.41960867e-01 -2.92631875e-01 -5.31031450e-02
9.88233794e-02 -9.26039307e-02 1.24231474e-01 1.62592771e-01
1.07130081e-01 -3.15934523e-02]
[ 5.13461756e-02 -4.31570645e-02 -1.14810510e-01 5.09020810e-02
-1.32948887e-01 3.19307327e-01 2.75662802e-01 2.04687051e-01
-1.54886082e-01 -5.45031700e-02]
[ 6.60269618e-03 -4.32239736e-03 1.24377742e-01 1.13991523e-01
-1.75143831e-03 1.03667403e-01 -1.04039193e-01 -4.12999226e-02
2.22279640e-01 9.07391464e-02]
[ 1.14496089e-01 7.72622430e-02 -4.29013594e-02 -9.19908511e-02
-1.19425669e-01 -3.31926674e-01 1.20999658e-01 8.85450790e-03
1.48250196e-01 9.54735321e-02]
[ -1.02999070e-01 -5.72245533e-02 -1.58006800e-02 2.32537309e-02
-3.27382370e-02 -2.04918442e-01 -5.36019409e-02 -2.01919132e-02
1.89470366e-02 1.27305511e-01]
[ -1.65288804e-01 -1.34765824e-01 -2.05233162e-01 -2.76954371e-02
-2.94036130e-01 2.70793799e-03 6.75058530e-02 -2.59722419e-02
-1.53065677e-02 3.37302405e-02]
[ -3.10805046e-02 -1.38855771e-01 -7.51943958e-02 -1.26453707e-01
5.27554619e-01 2.75628570e-01 6.05190070e-01 1.13023411e-01
-1.81679041e-01 -3.79873518e-01]
[ -1.57450224e-02 -4.44496818e-01 -3.04531099e-02 -7.04775812e-02
6.49571885e-01 9.95922792e-02 5.69041913e-01 9.15503852e-02
3.18620341e-02 -3.85720191e-01]
[ 1.27129678e-02 -5.02188071e-01 -4.31488539e-02 -1.03853418e-01
6.67948506e-01 2.20372186e-02 5.35721720e-01 4.88067422e-02
-3.62005388e-01 -2.17318370e-01]
[ -1.75653620e-01 -6.44039356e-01 -1.10408346e-02 -2.06777181e-01
7.81545931e-01 -9.02047957e-02 6.65382461e-01 -8.34381665e-02
-7.04698454e-02 8.34403441e-02]
[ -3.02896201e-01 -4.70176904e-01 5.35959668e-02 -5.29457846e-02
9.26300542e-01 1.43362009e-01 4.80387808e-01 4.70119413e-02
-9.28379759e-02 -1.40611344e-01]
[ -2.13079848e-01 -3.52556616e-01 2.49532796e-01 -2.48726388e-01
6.83294567e-01 -4.30768835e-02 7.33741632e-01 1.23490923e-02
-2.62140770e-01 -3.23227694e-02]
[ -1.39661192e-01 -2.55107018e-01 -1.84262025e-01 -1.11995712e-01
5.17559135e-01 -2.27038507e-01 2.09139626e-01 1.67811507e-01
-1.72931125e-02 -1.28328874e-01]
[ 1.00516391e-01 2.47659254e-01 1.59350467e-01 -1.07141154e-01
-6.92611286e-02 5.49146270e-02 -1.46079770e-01 2.81272410e-01
6.31067624e-02 1.68162981e-01]
[ 3.53993875e-01 3.52517050e-01 -8.05682027e-02 3.13494366e-01
-9.00823828e-01 -2.87789212e-01 -4.94287325e-01 1.77340135e-01
3.91531722e-01 -2.02316952e-02]
[ 4.90937282e-02 1.27796936e-01 2.54133971e-01 2.49747846e-01
-6.06514909e-02 -1.97200764e-01 -1.79074200e-01 -1.32936856e-01
-1.37298249e-01 -2.87860961e-01]
[ 1.53101256e-02 -9.56415758e-02 -1.22644538e-01 -6.68774039e-02
2.43148932e-01 4.31337590e-02 1.06175094e-02 -1.86027309e-01
2.29265317e-02 1.94802404e-01]
[ -4.32723331e-03 -6.34264093e-02 -6.96770166e-02 -6.11496131e-02
-4.61784612e-03 -1.75983360e-01 9.36592589e-02 9.03028489e-03
2.90189495e-02 -5.66078045e-03]
[ 3.04782668e-02 9.31951298e-02 2.44174184e-01 7.46074102e-02
-2.32026216e-01 -1.36967667e-01 8.98392773e-02 3.93145132e-02
-1.85592369e-01 1.06954117e-01]
[ 7.63484136e-02 5.49705624e-02 1.08508372e-01 1.12312232e-02
-2.48801157e-01 6.62477108e-02 3.97406678e-02 -2.70817935e-01
-1.46818933e-02 -8.41982639e-02]
[ -6.05352912e-03 1.17875463e-01 8.57909712e-02 -2.67142966e-02
-7.31332473e-02 1.78076115e-01 7.32474552e-02 1.18410119e-01
-1.81420117e-02 1.75754976e-01]
[ 2.27813942e-01 9.92191374e-02 3.05547761e-02 8.68904183e-02
-5.13252448e-03 -2.63697377e-02 -2.04483255e-01 1.48816232e-01
-4.97789052e-02 -1.37152317e-02]
[ 4.85373191e-02 3.18783586e-02 1.89440564e-02 4.82478680e-02
-4.50578779e-01 -1.25406231e-01 -2.33085112e-01 4.14720367e-02
1.23848291e-01 1.98487939e-01]
[ 5.92264510e-02 5.01102783e-01 1.28077514e-01 4.38707307e-01
-1.25752406e+00 -3.04669838e-01 -5.76191742e-01 -7.08618535e-02
3.01659332e-01 3.44554446e-01]
[ 1.74073261e-01 4.86860297e-01 6.59278744e-02 4.25745928e-01
-1.00822291e+00 -8.12715561e-02 -4.24047902e-01 1.50603421e-01
2.10030007e-01 4.74023270e-01]
[ 2.52013180e-01 3.32249708e-01 2.47316979e-01 1.52949039e-01
-5.05319734e-01 7.94095058e-02 -2.32801290e-01 1.62575701e-01
2.43859618e-01 8.31700707e-02]
[ -7.27092173e-02 2.38690708e-01 2.41426455e-01 1.77087330e-02
-6.38612577e-02 1.30265775e-01 -1.14732602e-01 -1.51049430e-02
-3.14569791e-02 5.17159643e-02]
[ -9.88066806e-02 1.08811121e-02 2.43695488e-02 9.33971457e-02
-6.79755261e-02 1.15647993e-01 2.34013631e-01 1.99116466e-02
-2.74249608e-01 -9.23905822e-02]
[ -2.23716145e-01 -4.03312508e-02 -9.48186863e-02 -3.47603470e-01
1.89283950e-01 1.20043715e-01 1.12783385e-01 1.03002932e-01
-2.09332854e-01 3.00258862e-02]
[ 9.87857733e-03 -4.15375720e-01 -1.27936971e-01 -1.61497501e-01
3.70321115e-01 2.52936493e-02 1.96099698e-01 1.52318240e-01
-1.65469781e-01 -2.22185265e-01]
[ 8.89857088e-02 -2.73785075e-01 -1.65570467e-01 -5.07392528e-02
-4.25025282e-02 -3.68708874e-02 1.48635386e-01 -1.57980881e-01
9.37225287e-02 -1.89452377e-01]
[ -1.13892815e-01 2.58651224e-02 2.66110755e-01 2.13482076e-03
1.55253438e-01 7.71866550e-02 6.82208883e-02 -2.96761920e-01
-1.05856161e-01 -5.21397026e-02]
[ -3.38970330e-01 6.87422302e-03 1.83594944e-02 -1.34337478e-02
1.37498886e-01 -1.79198861e-01 1.61607318e-02 2.34995668e-01
-7.40654915e-02 8.53406660e-02]
[ 1.54521672e-01 -2.61114452e-03 -2.29742981e-01 -6.48600455e-02
9.13947714e-02 -3.04056575e-01 7.52441358e-02 -1.65802562e-01
1.33440890e-02 -1.71660092e-01]
[ 2.22493945e-01 -1.96855896e-01 6.87778131e-02 -7.01685194e-03
6.04137620e-02 -4.24153411e-02 3.99783541e-02 -1.35422330e-01
1.25182170e-01 -1.61635711e-01]
[ -1.05698606e-01 -8.85077884e-02 1.21196718e-01 1.07960482e-01
3.05103886e-02 -1.14520978e-01 2.59491176e-01 -7.85370815e-02
1.80528444e-01 -3.49449140e-03]
[ -3.63162969e-02 -2.15261121e-01 1.84631899e-01 -3.00319802e-01
-1.92576489e-01 1.30950429e-01 1.13952252e-01 -1.22724684e-01
-9.66749379e-03 1.85768627e-01]]
[[ 0.62121788]
[ 1.73161895]
[ 0.22714052]
[ 0.87423411]
[-2.75741519]
[-0.27418196]
[-1.76932526]
[ 0.07358152]
[ 0.68242693]
[ 0.87427171]]
Progress: 46.9% ... Training loss: 0.265 ... Validation loss: 0.449[[ 0.16917623 0.27004458 -0.10215207 0.11437356 -0.49562658 -0.07278653
-0.09088384 0.12082665 -0.04664144 0.21086778]
[ 0.01054433 0.13040543 -0.02039543 0.04330829 0.08939819 -0.00575412
0.3321036 0.04065301 0.14032047 -0.0308758 ]
[ 0.20553984 0.78429178 0.01410863 -0.04476332 0.75901667 -0.02446954
-0.9425661 -0.04055622 0.06217331 0.2975785 ]
[ 0.06043919 -0.41341457 -0.18976808 0.21202543 -0.0074025 0.12348168
0.2310747 0.0659547 0.14376445 0.31557971]
[-0.0258014 0.07349252 -0.14855614 0.04373275 -0.08676391 -0.18138161
0.09587363 -0.11701806 -0.19425722 -0.05249747]
[-0.39732561 -0.66706872 -0.30276862 0.14775301 -0.17860273 0.04221474
0.37350543 -0.04001898 -0.03326954 -0.03596625]
[-0.00804857 -0.26271965 0.00847862 0.08738627 -0.02791789 -0.07026308
0.19261269 -0.19196962 0.19572073 0.03609766]
[ 0.10678792 -0.28875591 0.03071744 -0.07735219 -0.00394812 -0.04739577
0.09142087 0.11720828 0.07762392 -0.02363951]
[-0.17524642 -0.1821313 -0.30187279 -0.01773098 -0.06811361 0.06742927
-0.09791499 -0.02942202 0.26969732 -0.13028432]
[ 0.02566727 -0.44502074 0.07354899 -0.02255835 -0.24006631 -0.10673847
0.23149082 -0.11131768 -0.00681125 0.0606731 ]
[-0.08425082 -0.13501515 0.00300957 -0.13512487 -0.08759639 0.01259413
0.24143485 -0.10289812 -0.00514296 -0.1157321 ]
[-0.11963076 -0.22218208 -0.06846408 0.01722611 0.31159065 0.09808391
0.17017897 -0.01577002 -0.16240662 -0.20373884]
[-0.15877503 0.00215783 0.06108408 0.01927964 -0.16873892 -0.21884744
-0.17455935 -0.1972686 0.08455387 0.17114178]
[-0.28539119 -0.35013889 0.09405049 0.21230994 -0.14818736 -0.06342539
0.10712821 -0.26140131 -0.27707062 -0.09323373]
[ 0.09581527 -0.2090323 -0.0248916 0.10989803 -0.05565049 -0.08674753
0.26116497 0.00197705 0.02063273 -0.00439452]
[ 0.03827213 -0.11593687 -0.21033481 0.15163328 -0.08690072 0.08098206
-0.03016758 -0.01994223 -0.08638507 -0.00221722]
[-0.11974781 -0.09052329 -0.20129675 0.16013949 -0.00367429 0.13310919
0.01387074 -0.25061938 0.07399777 -0.19328764]
[-0.05974291 -0.04512197 0.27904813 0.11286266 0.08177214 -0.06497588
-0.12496694 0.12148056 0.08560163 0.05173716]
[ 0.06317586 -0.00955893 0.08919973 0.09302313 0.01176865 -0.01810747
0.19561439 0.12042546 -0.02218216 -0.0531743 ]
[ 0.01001767 -0.14205325 -0.2926383 -0.05314661 0.09960748 -0.0926287
0.12413485 0.16259248 0.10714039 -0.03162273]
[ 0.05099955 -0.04456324 -0.11490957 0.0504753 -0.1320202 0.31945311
0.27714284 0.20464955 -0.15525422 -0.05503746]
[ 0.00662565 -0.00434261 0.12439589 0.11403618 -0.00190827 0.10365904
-0.10381493 -0.04129362 0.22236872 0.09074271]
[ 0.11389276 0.07553344 -0.04312149 -0.09284637 -0.11749372 -0.33168007
0.1227499 0.00878295 0.14761489 0.09463777]
[-0.10288471 -0.05706848 -0.01573814 0.02344508 -0.03355969 -0.20498665
-0.05382996 -0.0201784 0.01914378 0.12749109]
[-0.16491825 -0.13405876 -0.20510337 -0.02719871 -0.29515615 0.00254529
0.06668436 -0.02593001 -0.01491185 0.03419556]
[-0.03079334 -0.13860791 -0.07510855 -0.12604807 0.52628453 0.27549825
0.60494784 0.11305968 -0.18135447 -0.37946922]
[-0.01577283 -0.44465814 -0.03047175 -0.0705454 0.64958915 0.09960933
0.56921156 0.09154523 0.03184775 -0.38577664]
[ 0.01309946 -0.50157227 -0.04299984 -0.10329848 0.66609368 0.02186475
0.5350606 0.04885059 -0.36162051 -0.21690889]
[-0.17559417 -0.64405938 -0.01101672 -0.20669043 0.78128804 -0.09023295
0.66540581 -0.0834309 -0.07042363 0.08354557]
[-0.30293377 -0.47030961 0.05358244 -0.0529923 0.92645884 0.14337657
0.48051624 0.04700915 -0.09287735 -0.14064249]
[-0.21301772 -0.35256504 0.24955891 -0.24862295 0.68306569 -0.04311187
0.73367801 0.01235697 -0.26205464 -0.03222589]
[-0.13971082 -0.25508644 -0.18426771 -0.11205465 0.51765494 -0.22701996
0.20916409 0.16780711 -0.01734632 -0.12842596]
[ 0.10053764 0.24768563 0.15935825 -0.10711112 -0.06933221 0.0549052
-0.14611605 0.28127493 0.06312999 0.16819233]
[ 0.35297809 0.34893105 -0.08098061 0.31173404 -0.89536057 -0.28725987
-0.49071378 0.17719876 0.39024529 -0.02187853]
[ 0.04913899 0.12797587 0.25414884 0.24979877 -0.06095663 -0.19721653
-0.1793064 -0.13293421 -0.13725565 -0.28780378]
[ 0.01589809 -0.09396656 -0.12243021 -0.06605202 0.24118394 0.0428715
0.00893676 -0.18595694 0.02357091 0.19562718]
[-0.00388974 -0.06306736 -0.06951855 -0.06049759 -0.00545391 -0.17618114
0.09326666 0.00908579 0.02952349 -0.00506511]
[ 0.03046278 0.09291443 0.24416188 0.07459231 -0.23186999 -0.13696222
0.09012715 0.03931291 -0.18558766 0.10694709]
[ 0.0764989 0.05564312 0.10854558 0.01139893 -0.24863001 0.06615908
0.03927621 -0.27081382 -0.01455951 -0.0840829 ]
[-0.00692474 0.11590746 0.08546497 -0.02796643 -0.06969685 0.17847076
0.0752112 0.11830183 -0.01912185 0.17452105]
[ 0.22826607 0.1003814 0.03073132 0.08755081 -0.00693034 -0.02658216
-0.2057917 0.14887366 -0.0492525 -0.01303979]
[ 0.04849777 0.03193168 0.01893881 0.04821656 -0.45061658 -0.12538524
-0.23308547 0.04146733 0.12380944 0.19840608]
[ 0.05929407 0.50100461 0.12812506 0.4388432 -1.25830701 -0.30467333
-0.5758578 -0.07085112 0.30178153 0.34463193]
[ 0.17446037 0.48724484 0.06608059 0.42634868 -1.01047253 -0.08145795
-0.42470048 0.1506566 0.21055918 0.47454916]
[ 0.25268538 0.33410752 0.24759482 0.15402868 -0.50859311 0.07906563
-0.23463918 0.16266863 0.24468274 0.08423304]
[-0.07303063 0.23811094 0.24129333 0.01718885 -0.06264429 0.13042888
-0.11397011 -0.01514782 -0.03187693 0.05118641]
[-0.09879985 0.010832 0.02436882 0.09339276 -0.06804567 0.11564806
0.2339613 0.01991139 -0.27424796 -0.0923882 ]
[-0.22343381 -0.03981826 -0.09470319 -0.34716376 0.18808693 0.11990627
0.11219644 0.103039 -0.20899372 0.03044839]
[ 0.00997975 -0.4152039 -0.12790449 -0.16137776 0.36976352 0.02525683
0.19581853 0.15232857 -0.1653635 -0.22206225]
[ 0.08907112 -0.27421263 -0.16554144 -0.05064194 -0.04263735 -0.03691829
0.14916329 -0.15798266 0.09384901 -0.1894181 ]
[-0.11263086 0.02832317 0.26661181 0.00402381 0.15025175 0.07658782
0.06537364 -0.29660062 -0.10439606 -0.05039779]
[-0.33932949 0.0060419 0.01821678 -0.01398399 0.13884763 -0.1790398
0.01694226 0.23494941 -0.07449477 0.08479823]
[ 0.1539671 -0.004144 -0.22994853 -0.06564055 0.0938629 -0.30378839
0.07705131 -0.16587675 0.01274194 -0.17252792]
[ 0.22282365 -0.1961411 0.06893938 -0.0064053 0.05840064 -0.04261734
0.03949209 -0.13537071 0.1256337 -0.16118493]
[-0.10506158 -0.08770057 0.12141401 0.10877399 0.02890013 -0.11476126
0.25865237 -0.07845904 0.1812165 -0.00264014]
[-0.03608802 -0.21539375 0.18466392 -0.30024187 -0.19367339 0.1309152
0.11378246 -0.1227138 -0.0095626 0.1859416 ]]
[[ 0.62559665]
[ 1.7355215 ]
[ 0.23401249]
[ 0.87942958]
[-2.75301141]
[-0.26905918]
[-1.76199713]
[ 0.07676215]
[ 0.6871958 ]
[ 0.87864478]]
Progress: 47.0% ... Training loss: 0.263 ... Validation loss: 0.447[[ 1.67147639e-01 2.65299344e-01 -1.02929623e-01 1.11131493e-01
-4.85440119e-01 -7.18815110e-02 -8.64941054e-02 1.20544677e-01
-4.90036517e-02 2.07730496e-01]
[ 1.04246257e-02 1.30121810e-01 -2.04611556e-02 4.30993274e-02
8.90597841e-02 -5.68279505e-03 3.32508637e-01 4.06343139e-02
1.40090227e-01 -3.11814331e-02]
[ 2.04166062e-01 7.79982683e-01 1.34466748e-02 -4.75786208e-02
7.67038625e-01 -2.38257081e-02 -9.39938369e-01 -4.07942177e-02
6.02107949e-02 2.94994069e-01]
[ 6.08911143e-02 -4.12408080e-01 -1.89508984e-01 2.13299585e-01
-1.16217130e-02 1.23287361e-01 2.31313281e-01 6.60338027e-02
1.44596215e-01 3.16432350e-01]
[ -2.54962263e-02 7.34353622e-02 -1.48434033e-01 4.40362810e-02
-8.95083373e-02 -1.81550573e-01 9.62084950e-02 -1.16995257e-01
-1.93673244e-01 -5.23586345e-02]
[ -3.98627273e-01 -6.70032763e-01 -3.03265227e-01 1.45975620e-01
-1.75528924e-01 4.27519293e-02 3.77099064e-01 -4.01719120e-02
-3.47148735e-02 -3.77793166e-02]
[ -7.92046686e-03 -2.61476965e-01 8.56884173e-03 8.76970441e-02
-2.74138952e-02 -7.03560579e-02 1.91487257e-01 -1.91942953e-01
1.95900846e-01 3.63224154e-02]
[ 1.05848296e-01 -2.92034429e-01 3.02741917e-02 -7.91688879e-02
8.36359402e-04 -4.69182564e-02 9.38220399e-02 1.17048018e-01
7.63982934e-02 -2.52978028e-02]
[ -1.75872633e-01 -1.83284588e-01 -3.02046352e-01 -1.85601939e-02
-6.58251262e-02 6.76742735e-02 -9.61749097e-02 -2.94967254e-02
2.69069491e-01 -1.31052864e-01]
[ 2.34256783e-02 -4.48931893e-01 7.26863878e-02 -2.60932393e-02
-2.30843496e-01 -1.05730954e-01 2.35749354e-01 -1.11624540e-01
-9.53117579e-03 5.71790602e-02]
[ -8.45536541e-02 -1.36816525e-01 2.94914848e-03 -1.35423095e-01
-8.69660170e-02 1.26600189e-02 2.43355889e-01 -1.02922895e-01
-5.31843331e-03 -1.16058739e-01]
[ -1.19825746e-01 -2.22622732e-01 -6.85642502e-02 1.69466971e-02
3.12388223e-01 9.81772552e-02 1.70608837e-01 -1.57996128e-02
-1.62629886e-01 -2.03933313e-01]
[ -1.58775031e-01 2.15782556e-03 6.10840783e-02 1.92796392e-02
-1.68738923e-01 -2.18847437e-01 -1.74559352e-01 -1.97268601e-01
8.45538715e-02 1.71141776e-01]
[ -2.85610106e-01 -3.50450044e-01 9.39728886e-02 2.12074932e-01
-1.48099397e-01 -6.33348547e-02 1.07532112e-01 -2.61423173e-01
-2.77322096e-01 -9.35555547e-02]
[ 9.54032174e-02 -2.10234457e-01 -2.50432667e-02 1.09362862e-01
-5.50434907e-02 -8.66046449e-02 2.62666855e-01 1.93194789e-03
2.01938316e-02 -5.04995981e-03]
[ 3.76938442e-02 -1.16888494e-01 -2.10549909e-01 1.50859754e-01
-8.46900859e-02 8.12307334e-02 -2.90080568e-02 -2.00162135e-02
-8.69748734e-02 -2.89602864e-03]
[ -1.19254283e-01 -8.93789840e-02 -2.01097461e-01 1.60842148e-01
-4.59266443e-03 1.32890949e-01 1.26758727e-02 -2.50553622e-01
7.45525037e-02 -1.92593116e-01]
[ -6.00973610e-02 -4.59680446e-02 2.78917918e-01 1.12381092e-01
8.33186284e-02 -6.48278537e-02 -1.24135033e-01 1.21435692e-01
8.52472606e-02 5.12737297e-02]
[ 6.28873058e-02 -9.43061864e-03 8.90923570e-02 9.25442723e-02
1.30536685e-02 -1.79912645e-02 1.95590293e-01 1.20389211e-01
-2.26207131e-02 -5.36583381e-02]
[ 8.67427276e-03 -1.45825581e-01 -2.93233951e-01 -5.54905573e-02
1.05770311e-01 -9.19750884e-02 1.27191698e-01 1.62390920e-01
1.05482776e-01 -3.38309665e-02]
[ 5.12525954e-02 -4.41646018e-02 -1.14811022e-01 5.08530053e-02
-1.32647674e-01 3.19333786e-01 2.76632694e-01 2.04682683e-01
-1.54968805e-01 -5.46153293e-02]
[ 6.76905420e-03 -4.48262362e-03 1.24478790e-01 1.14288597e-01
-2.86082165e-03 1.03580489e-01 -1.03505688e-01 -4.12751511e-02
2.22518481e-01 9.09614917e-02]
[ 1.13277557e-01 7.40598265e-02 -4.33396612e-02 -9.36931745e-02
-1.14563744e-01 -3.31419402e-01 1.24468864e-01 8.70808743e-03
1.46977807e-01 9.38831904e-02]
[ -1.02500029e-01 -5.58337916e-02 -1.55584246e-02 2.40140521e-02
-3.57024008e-02 -2.05161834e-01 -5.49602550e-02 -2.01308366e-02
1.96558573e-02 1.28049905e-01]
[ -1.65121461e-01 -1.34420898e-01 -2.05191237e-01 -2.75180991e-02
-2.94694183e-01 2.64272141e-03 6.71709260e-02 -2.59576833e-02
-1.51647084e-02 3.38525153e-02]
[ -3.06227393e-02 -1.38347111e-01 -7.50383907e-02 -1.25745966e-01
5.25409000e-01 2.75408163e-01 6.04954170e-01 1.13084437e-01
-1.81136537e-01 -3.79265383e-01]
[ -1.61661913e-02 -4.45812190e-01 -3.06214469e-02 -7.11413939e-02
6.51233631e-01 9.97876339e-02 5.70385106e-01 9.14935794e-02
3.13997004e-02 -3.86379483e-01]
[ 1.35726681e-02 -5.00822464e-01 -4.28327968e-02 -1.02619874e-01
6.64581232e-01 2.16640916e-02 5.34094760e-01 4.89083583e-02
-3.61100295e-01 -2.16263725e-01]
[ -1.75180101e-01 -6.43212024e-01 -1.08609528e-02 -2.06097975e-01
7.80007342e-01 -9.04163381e-02 6.64438311e-01 -8.33792424e-02
-6.99741115e-02 8.41417821e-02]
[ -3.03010019e-01 -4.70373808e-01 5.35531137e-02 -5.30994910e-02
9.26835575e-01 1.43413513e-01 4.80578058e-01 4.69989511e-02
-9.29697205e-02 -1.40759963e-01]
[ -2.12975977e-01 -3.52581563e-01 2.49569474e-01 -2.48580174e-01
6.82803336e-01 -4.31298280e-02 7.33617815e-01 1.23594035e-02
-2.62007398e-01 -3.21709048e-02]
[ -1.39981533e-01 -2.55751739e-01 -1.84354087e-01 -1.12385836e-01
5.18756273e-01 -2.26920088e-01 2.09869842e-01 1.67776459e-01
-1.76010346e-02 -1.28770097e-01]
[ 9.96852968e-02 2.46000435e-01 1.59034510e-01 -1.08322038e-01
-6.58217286e-02 5.52631548e-02 -1.43951865e-01 2.81171224e-01
6.22673566e-02 1.67133151e-01]
[ 3.52485589e-01 3.47951127e-01 -8.11710467e-02 3.10781210e-01
-8.92066727e-01 -2.86998773e-01 -4.89940388e-01 1.77120551e-01
3.89609021e-01 -2.27396974e-02]
[ 4.85020325e-02 1.26264338e-01 2.53911157e-01 2.48885741e-01
-5.83015644e-02 -1.96960225e-01 -1.77594257e-01 -1.33011450e-01
-1.37947253e-01 -2.88532022e-01]
[ 1.59770563e-02 -9.37865341e-02 -1.22405831e-01 -6.59465533e-02
2.40867294e-01 4.28443482e-02 8.78660462e-03 -1.85948626e-01
2.36582354e-02 1.95730507e-01]
[ -3.89453556e-03 -6.31546230e-02 -6.95199423e-02 -6.05234910e-02
-5.34359300e-03 -1.76182897e-01 9.33109891e-02 9.08767344e-03
2.95322573e-02 -5.05388687e-03]
[ 3.00690380e-02 9.20758273e-02 2.44032510e-01 7.40858943e-02
-2.30135787e-01 -1.36797268e-01 9.09075877e-02 3.92634270e-02
-1.86050747e-01 1.06373703e-01]
[ 7.63211614e-02 5.51410781e-02 1.08492093e-01 1.11660753e-02
-2.48229879e-01 6.62430888e-02 3.98510662e-02 -2.70837602e-01
-1.47202614e-02 -8.43227083e-02]
[ -6.87360765e-03 1.16372938e-01 8.54803626e-02 -2.79318076e-02
-7.00273645e-02 1.78442220e-01 7.47939172e-02 1.18307987e-01
-1.90930308e-02 1.74579944e-01]
[ 2.27870322e-01 9.96466122e-02 3.05585279e-02 8.68657021e-02
-5.65665605e-03 -2.64171032e-02 -2.04951674e-01 1.48814465e-01
-4.97432498e-02 -1.37473953e-02]
[ 4.93349674e-02 3.40741898e-02 1.92493317e-02 4.93715153e-02
-4.53921247e-01 -1.25746248e-01 -2.35079177e-01 4.15700991e-02
1.24655460e-01 1.99516864e-01]
[ 5.83840553e-02 4.99331502e-01 1.27774932e-01 4.37636581e-01
-1.25639303e+00 -3.04276491e-01 -5.73932327e-01 -7.09627933e-02
3.00746659e-01 3.43302677e-01]
[ 1.74460371e-01 4.87244838e-01 6.60805894e-02 4.26348679e-01
-1.01047253e+00 -8.14579511e-02 -4.24700483e-01 1.50656599e-01
2.10559176e-01 4.74549162e-01]
[ 2.52615213e-01 3.33819346e-01 2.47566792e-01 1.53905864e-01
-5.08317492e-01 7.91048643e-02 -2.34416538e-01 1.62657994e-01
2.44597406e-01 8.41340995e-02]
[ -7.32239639e-02 2.37543899e-01 2.41220688e-01 1.69158134e-02
-6.18987842e-02 1.30511775e-01 -1.13416401e-01 -1.51709448e-02
-3.20797902e-02 5.09185318e-02]
[ -9.89219223e-02 1.05751648e-02 2.43215366e-02 9.32182017e-02
-6.76096225e-02 1.15702253e-01 2.34188453e-01 1.98957820e-02
-2.74389312e-01 -9.25571702e-02]
[ -2.23426313e-01 -3.97977136e-02 -9.47004403e-02 -3.47154347e-01
1.88058790e-01 1.19903083e-01 1.12175744e-01 1.03039908e-01
-2.08985501e-01 3.04584363e-02]
[ 1.01556910e-02 -4.14799008e-01 -1.27811893e-01 -1.61072225e-01
3.68853859e-01 2.51596467e-02 1.95237543e-01 1.52355829e-01
-1.65131597e-01 -2.21772995e-01]
[ 8.84681522e-02 -2.75519392e-01 -1.65788637e-01 -5.16320197e-02
-3.94719997e-02 -3.66393324e-02 1.50485493e-01 -1.58076844e-01
9.30971243e-02 -1.90511785e-01]
[ -1.12912730e-01 2.76369513e-02 2.66490863e-01 3.58338538e-03
1.50353248e-01 7.67112230e-02 6.62562749e-02 -2.96631842e-01
-1.04790309e-01 -5.09272824e-02]
[ -3.40139167e-01 3.76471825e-03 1.79285846e-02 -1.50810573e-02
1.42153802e-01 -1.78719378e-01 1.91310411e-02 2.34851172e-01
-7.53314985e-02 8.37199034e-02]
[ 1.53314823e-01 -4.86998826e-03 -2.30162349e-01 -6.64730897e-02
9.55356237e-02 -3.03555617e-01 7.79823570e-02 -1.65951149e-01
1.20049490e-02 -1.73411783e-01]
[ 2.22221795e-01 -1.97741184e-01 6.86755435e-02 -7.43601101e-03
6.14839990e-02 -4.23419886e-02 4.10186309e-02 -1.35453086e-01
1.24888761e-01 -1.62061478e-01]
[ -1.04986167e-01 -8.74051283e-02 1.21454492e-01 1.08898808e-01
2.90012493e-02 -1.14770145e-01 2.58194417e-01 -7.84502031e-02
1.81286028e-01 -2.51606931e-03]
[ -3.59541738e-02 -2.15246131e-01 1.84734225e-01 -3.00088381e-01
-1.94452848e-01 1.30859931e-01 1.13998649e-01 -1.22703458e-01
-9.28600104e-03 1.86264291e-01]]
[[ 0.61456649]
[ 1.7249387 ]
[ 0.22494384]
[ 0.86846878]
[-2.75953589]
[-0.27597214]
[-1.7698725 ]
[ 0.06633976]
[ 0.67609775]
[ 0.86805623]]
Progress: 47.0% ... Training loss: 0.269 ... Validation loss: 0.454[[ 1.67458418e-01 2.66425439e-01 -1.02809443e-01 1.11651382e-01
-4.87940325e-01 -7.20475202e-02 -8.79916196e-02 1.20580998e-01
-4.86496720e-02 2.08058787e-01]
[ 1.04763983e-02 1.30126456e-01 -2.04393455e-02 4.31771766e-02
8.88465243e-02 -5.70624558e-03 3.32380084e-01 4.06403704e-02
1.40126235e-01 -3.11067116e-02]
[ 2.06969816e-01 7.85722546e-01 1.44584232e-02 -4.33411170e-02
7.58452679e-01 -2.51167254e-02 -9.46928212e-01 -4.04757976e-02
6.34814614e-02 2.98876785e-01]
[ 6.41557435e-02 -4.05099381e-01 -1.88210993e-01 2.18081145e-01
-2.47998991e-02 1.21726329e-01 2.22741380e-01 6.63916516e-02
1.48006374e-01 3.20538871e-01]
[ -2.64645579e-02 7.09072038e-02 -1.48769283e-01 4.27634962e-02
-8.52053552e-02 -1.81116875e-01 9.91818175e-02 -1.17096220e-01
-1.94485442e-01 -5.35432551e-02]
[ -3.99618864e-01 -6.71598699e-01 -3.03633659e-01 1.44441248e-01
-1.73701835e-01 4.32338955e-02 3.79327641e-01 -4.02894205e-02
-3.58666393e-02 -3.91796385e-02]
[ -6.14183065e-03 -2.58356596e-01 9.22253682e-03 9.02818992e-02
-3.56589024e-02 -7.11462652e-02 1.87676723e-01 -1.91746841e-01
1.97834167e-01 3.88437330e-02]
[ 1.06641173e-01 -2.90234308e-01 3.05576511e-02 -7.80109169e-02
-3.31382442e-03 -4.72929716e-02 9.16912001e-02 1.17131711e-01
7.72854928e-02 -2.43071431e-02]
[ -1.76031056e-01 -1.84048647e-01 -3.02100583e-01 -1.87973030e-02
-6.57807044e-02 6.77274077e-02 -9.55074012e-02 -2.95128720e-02
2.68895336e-01 -1.31332607e-01]
[ 2.39035681e-02 -4.47979697e-01 7.28387209e-02 -2.54741210e-02
-2.36140161e-01 -1.05912567e-01 2.34384684e-01 -1.11579234e-01
-9.08584777e-03 5.77165307e-02]
[ -8.37961203e-02 -1.35092131e-01 3.25149506e-03 -1.34290708e-01
-9.13545308e-02 1.22977965e-02 2.41558266e-01 -1.02842216e-01
-4.50337648e-03 -1.15134166e-01]
[ -1.19639672e-01 -2.22708828e-01 -6.85044388e-02 1.71665365e-02
3.11549722e-01 9.80912685e-02 1.70725844e-01 -1.57794471e-02
-1.62395671e-01 -2.03563443e-01]
[ -1.58775031e-01 2.15782556e-03 6.10840783e-02 1.92796392e-02
-1.68738923e-01 -2.18847437e-01 -1.74559352e-01 -1.97268601e-01
8.45538715e-02 1.71141776e-01]
[ -2.86044340e-01 -3.51222208e-01 9.37866906e-02 2.11335475e-01
-1.47000476e-01 -6.30964853e-02 1.08524939e-01 -2.61481006e-01
-2.77897487e-01 -9.43076805e-02]
[ 9.52266894e-02 -2.10570701e-01 -2.51134041e-02 1.09057527e-01
-5.50278606e-02 -8.65284544e-02 2.63232640e-01 1.91260665e-03
2.00033281e-02 -5.28103142e-03]
[ 3.74534309e-02 -1.17470117e-01 -2.10613102e-01 1.50573711e-01
-8.47701676e-02 8.13315347e-02 -2.81923076e-02 -2.00393634e-02
-8.71997885e-02 -3.11874250e-03]
[ -1.19170392e-01 -8.94644851e-02 -2.01064297e-01 1.60941011e-01
-5.04236360e-03 1.32844525e-01 1.24769569e-02 -2.50545348e-01
7.46326698e-02 -1.92414554e-01]
[ -5.93801377e-02 -4.45763099e-02 2.79170991e-01 1.13412065e-01
8.00773929e-02 -6.51446398e-02 -1.25755098e-01 1.21514476e-01
8.60110505e-02 5.22526323e-02]
[ 6.40875101e-02 -6.45594879e-03 8.95456510e-02 9.43428342e-02
7.56149182e-03 -1.85262500e-02 1.92375256e-01 1.20522783e-01
-2.12630491e-02 -5.19995731e-02]
[ 8.83173250e-03 -1.45385423e-01 -2.93188507e-01 -5.52673440e-02
1.04810021e-01 -9.20556089e-02 1.26513858e-01 1.62405744e-01
1.05643024e-01 -3.36890066e-02]
[ 5.17380287e-02 -4.30454550e-02 -1.14641100e-01 5.15337996e-02
-1.34732708e-01 3.19114712e-01 2.75491184e-01 2.04733685e-01
-1.54424313e-01 -5.39453565e-02]
[ 6.28423003e-03 -6.02414993e-03 1.24314444e-01 1.13607469e-01
-1.12726526e-03 1.03800860e-01 -1.01973989e-01 -4.13278781e-02
2.22016330e-01 9.02742881e-02]
[ 1.13483401e-01 7.43070268e-02 -4.32638711e-02 -9.34006669e-02
-1.15362233e-01 -3.31511989e-01 1.23954367e-01 8.73060709e-03
1.47158971e-01 9.41712480e-02]
[ -1.02893639e-01 -5.65908035e-02 -1.57085538e-02 2.34386617e-02
-3.50143549e-02 -2.04991091e-01 -5.39686966e-02 -2.01751075e-02
1.92267445e-02 1.27477312e-01]
[ -1.64820409e-01 -1.33929244e-01 -2.05073431e-01 -2.70843162e-02
-2.95647010e-01 2.49680037e-03 6.65958843e-02 -2.59231872e-02
-1.48355581e-02 3.42339169e-02]
[ -3.07468770e-02 -1.38791150e-01 -7.50811306e-02 -1.25911839e-01
5.26077342e-01 2.75458175e-01 6.05272814e-01 1.13072311e-01
-1.81253269e-01 -3.79475965e-01]
[ -1.62248652e-02 -4.46020043e-01 -3.06461589e-02 -7.12493522e-02
6.51461879e-01 9.98200360e-02 5.70456481e-01 9.14859560e-02
3.13052301e-02 -3.86443030e-01]
[ 1.35955160e-02 -5.01134257e-01 -4.28300225e-02 -1.02623984e-01
6.64305432e-01 2.16516553e-02 5.34294945e-01 4.89106504e-02
-3.61100453e-01 -2.16248502e-01]
[ -1.74867361e-01 -6.42903623e-01 -1.07536102e-02 -2.05656719e-01
7.78663359e-01 -9.05589703e-02 6.63912159e-01 -8.33464824e-02
-6.96555448e-02 8.45804270e-02]
[ -3.02471441e-01 -4.69517158e-01 5.37534615e-02 -5.23100533e-02
9.24619546e-01 1.43164659e-01 4.79581043e-01 4.70579524e-02
-9.24063702e-02 -1.40007730e-01]
[ -2.12759175e-01 -3.52408449e-01 2.49646361e-01 -2.48272534e-01
6.81915287e-01 -4.32297796e-02 7.33413872e-01 1.23829644e-02
-2.61767405e-01 -3.18694766e-02]
[ -1.39996767e-01 -2.55488861e-01 -1.84354250e-01 -1.12422202e-01
5.18696883e-01 -2.26906647e-01 2.09617393e-01 1.67770895e-01
-1.76254791e-02 -1.28808569e-01]
[ 9.99463940e-02 2.46756532e-01 1.59154967e-01 -1.07856609e-01
-6.73858923e-02 5.51218643e-02 -1.44753433e-01 2.81204001e-01
6.25610169e-02 1.67488600e-01]
[ 3.51918274e-01 3.47179751e-01 -8.13607786e-02 3.10000558e-01
-8.91364090e-01 -2.86748992e-01 -4.88805959e-01 1.77058619e-01
3.88992072e-01 -2.35351322e-02]
[ 4.87676195e-02 1.26838341e-01 2.54013415e-01 2.49213151e-01
-5.95073361e-02 -1.97078614e-01 -1.78197577e-01 -1.32983648e-01
-1.37641042e-01 -2.88139325e-01]
[ 1.63479443e-02 -9.31499571e-02 -1.22267931e-01 -6.54173530e-02
2.39091194e-01 4.26727428e-02 8.00181764e-03 -1.85910370e-01
2.40793729e-02 1.96205457e-01]
[ -4.43415699e-03 -6.43484235e-02 -6.97272384e-02 -6.13141139e-02
-3.12530916e-03 -1.75943275e-01 9.45697445e-02 9.02569954e-03
2.89172777e-02 -5.86842842e-03]
[ 2.97747433e-02 9.11898154e-02 2.43924159e-01 7.36577149e-02
-2.28808647e-01 -1.36665255e-01 9.17659659e-02 3.92321437e-02
-1.86329915e-01 1.06060965e-01]
[ 7.65540449e-02 5.58233897e-02 1.08578188e-01 1.14930202e-02
-2.49316161e-01 6.61357949e-02 3.92120471e-02 -2.70811241e-01
-1.44485668e-02 -8.39861291e-02]
[ -6.90758970e-03 1.16261155e-01 8.54662194e-02 -2.79811653e-02
-6.98441710e-02 1.78454985e-01 7.49035072e-02 1.18305317e-01
-1.91317806e-02 1.74525610e-01]
[ 2.27593533e-01 9.87987195e-02 3.04524247e-02 8.64513662e-02
-4.42217475e-03 -2.62890716e-02 -2.04057499e-01 1.48783107e-01
-5.00541484e-02 -1.41855236e-02]
[ 4.92726611e-02 3.40606472e-02 1.92242821e-02 4.92761913e-02
-4.53854558e-01 -1.25715748e-01 -2.34959416e-01 4.15623818e-02
1.24567650e-01 1.99436870e-01]
[ 5.81001066e-02 4.98849427e-01 1.27662006e-01 4.37184234e-01
-1.25634628e+00 -3.04119041e-01 -5.73245844e-01 -7.09978007e-02
3.00374100e-01 3.42850148e-01]
[ 1.74673517e-01 4.87474778e-01 6.61507267e-02 4.26645706e-01
-1.01159747e+00 -8.15361261e-02 -4.25103515e-01 1.50679972e-01
2.10794613e-01 4.74829512e-01]
[ 2.53008754e-01 3.34794738e-01 2.47703071e-01 1.54489091e-01
-5.10134541e-01 7.89334428e-02 -2.35375609e-01 1.62702568e-01
2.45036922e-01 8.47013187e-02]
[ -7.30175620e-02 2.38066910e-01 2.41287223e-01 1.72036443e-02
-6.27292108e-02 1.30421438e-01 -1.13924688e-01 -1.51487835e-02
-3.18494009e-02 5.12068604e-02]
[ -9.82776782e-02 1.23852897e-02 2.45629534e-02 9.41678224e-02
-7.05774410e-02 1.15405669e-01 2.32256057e-01 1.99669078e-02
-2.73654969e-01 -9.16681841e-02]
[ -2.23479619e-01 -3.98903408e-02 -9.47218246e-02 -3.47238774e-01
1.88265088e-01 1.19930036e-01 1.12283967e-01 1.03033374e-01
-2.09051337e-01 3.03754353e-02]
[ 1.02080430e-02 -4.14634223e-01 -1.27793231e-01 -1.60996351e-01
3.68603906e-01 2.51358266e-02 1.95043297e-01 1.52361722e-01
-1.65068541e-01 -2.21689870e-01]
[ 8.85030059e-02 -2.75174117e-01 -1.65767763e-01 -5.15360696e-02
-4.05582863e-02 -3.66697446e-02 1.50307535e-01 -1.58070975e-01
9.31786039e-02 -1.90516080e-01]
[ -1.12391594e-01 2.89227395e-02 2.66684942e-01 4.34652760e-03
1.48595530e-01 7.64598623e-02 6.46465538e-02 -2.96573224e-01
-1.04243868e-01 -5.02493525e-02]
[ -3.40023684e-01 3.98903151e-03 1.79574421e-02 -1.49799503e-02
1.41701255e-01 -1.78756105e-01 1.88770003e-02 2.34856181e-01
-7.52221678e-02 8.37920224e-02]
[ 1.53990153e-01 -3.70996974e-03 -2.29906967e-01 -6.54740313e-02
9.17234135e-02 -3.03872743e-01 7.66259927e-02 -1.65875818e-01
1.27044700e-02 -1.72462053e-01]
[ 2.22369353e-01 -1.98145143e-01 6.87100574e-02 -7.23759772e-03
6.07962855e-02 -4.23877060e-02 4.10520259e-02 -1.35440193e-01
1.25071378e-01 -1.61744714e-01]
[ -1.04438817e-01 -8.65837363e-02 1.21640045e-01 1.09632987e-01
2.66500364e-02 -1.15006156e-01 2.57142620e-01 -7.83882063e-02
1.81889061e-01 -1.73427196e-03]
[ -3.65743882e-02 -2.16088465e-01 1.84529457e-01 -3.01008887e-01
-1.94828839e-01 1.31147463e-01 1.15369848e-01 -1.22777025e-01
-1.00138235e-02 1.85302159e-01]]
[[ 0.62099583]
[ 1.73008397]
[ 0.22996259]
[ 0.87367705]
[-2.75020483]
[-0.2704768 ]
[-1.76596938]
[ 0.07100618]
[ 0.6821418 ]
[ 0.87523269]]
Progress: 47.0% ... Training loss: 0.264 ... Validation loss: 0.452[[ 1.64814247e-01 2.59904642e-01 -1.03810634e-01 1.07687686e-01
-4.74997550e-01 -7.08927595e-02 -8.13703208e-02 1.20273074e-01
-5.16211384e-02 2.04296978e-01]
[ 1.06226331e-02 1.30564176e-01 -2.03715833e-02 4.34159150e-02
8.83312129e-02 -5.78051193e-03 3.32069428e-01 4.06665371e-02
1.40298126e-01 -3.08683989e-02]
[ 2.04963117e-01 7.83155246e-01 1.36762225e-02 -4.63736471e-02
7.65962207e-01 -2.42806667e-02 -9.44094150e-01 -4.07067631e-02
6.13640246e-02 2.96200855e-01]
[ 6.41206658e-02 -4.05358724e-01 -1.88164767e-01 2.18226641e-01
-2.39998312e-02 1.21742535e-01 2.23512825e-01 6.63647593e-02
1.47985314e-01 3.20301073e-01]
[ -2.63539209e-02 7.13275582e-02 -1.48741251e-01 4.28360638e-02
-8.64348798e-02 -1.81201103e-01 9.90605168e-02 -1.17081917e-01
-1.94570421e-01 -5.37061304e-02]
[ -3.99480551e-01 -6.71535786e-01 -3.03587127e-01 1.44555823e-01
-1.73632869e-01 4.31966593e-02 3.79328034e-01 -4.02734609e-02
-3.57841488e-02 -3.90803039e-02]
[ -7.80177210e-03 -2.62830596e-01 8.56122235e-03 8.78953853e-02
-2.86247805e-02 -7.04489356e-02 1.92164546e-01 -1.91924184e-01
1.96020171e-01 3.66772517e-02]
[ 1.07353882e-01 -2.87827768e-01 3.08287724e-02 -7.70874685e-02
-6.28389791e-03 -4.76070447e-02 8.95281910e-02 1.17213857e-01
7.80988050e-02 -2.32035168e-02]
[ -1.76834673e-01 -1.86367349e-01 -3.02375677e-01 -1.99231347e-02
-6.23388925e-02 6.80176038e-02 -9.31363810e-02 -2.96055244e-02
2.68120349e-01 -1.32640528e-01]
[ 2.31643941e-02 -4.50619859e-01 7.25632783e-02 -2.66838715e-02
-2.30773127e-01 -1.05630173e-01 2.37177801e-01 -1.11641911e-01
-9.86523732e-03 5.67650337e-02]
[ -8.46302668e-02 -1.36926196e-01 2.93775626e-03 -1.35516482e-01
-8.88979819e-02 1.26576287e-02 2.43310062e-01 -1.02940500e-01
-5.39513841e-03 -1.16231251e-01]
[ -1.19678887e-01 -2.22557850e-01 -6.85340124e-02 1.71277387e-02
3.11300965e-01 9.80852584e-02 1.70877158e-01 -1.57903746e-02
-1.62417700e-01 -2.03786302e-01]
[ -1.58775031e-01 2.15782556e-03 6.10840783e-02 1.92796392e-02
-1.68738923e-01 -2.18847437e-01 -1.74559352e-01 -1.97268601e-01
8.45538715e-02 1.71141776e-01]
[ -2.85771525e-01 -3.50905132e-01 9.38958455e-02 2.11763169e-01
-1.48070427e-01 -6.32244338e-02 1.08229419e-01 -2.61447036e-01
-2.77607294e-01 -9.39823695e-02]
[ 9.53973731e-02 -2.10397111e-01 -2.50486442e-02 1.09246399e-01
-5.47856580e-02 -8.65873285e-02 2.63055340e-01 1.93372109e-03
2.01817025e-02 -5.02917264e-03]
[ 3.72279432e-02 -1.17748366e-01 -2.10716055e-01 1.50196590e-01
-8.40634476e-02 8.14357511e-02 -2.78109962e-02 -2.00686894e-02
-8.74770631e-02 -3.43780674e-03]
[ -1.19731096e-01 -9.09917082e-02 -2.01273039e-01 1.60138030e-01
-2.99134276e-03 1.33086865e-01 1.40354045e-02 -2.50600380e-01
7.40238803e-02 -1.93150547e-01]
[ -5.97768051e-02 -4.55709379e-02 2.79012063e-01 1.12831480e-01
8.18628211e-02 -6.49815312e-02 -1.24823233e-01 1.21470276e-01
8.55901899e-02 5.17580839e-02]
[ 6.29788849e-02 -9.41208157e-03 8.91141984e-02 9.27739122e-02
1.21694566e-02 -1.80585907e-02 1.95395599e-01 1.20399035e-01
-2.25027290e-02 -5.35091719e-02]
[ 9.88301200e-03 -1.42313713e-01 -2.92792080e-01 -5.38215997e-02
1.00367686e-01 -9.25175806e-02 1.23640031e-01 1.62532307e-01
1.06831194e-01 -3.21913607e-02]
[ 5.18932012e-02 -4.26227518e-02 -1.14588129e-01 5.17400008e-02
-1.35266940e-01 3.19042038e-01 2.75148280e-01 2.04747954e-01
-1.54273374e-01 -5.37197501e-02]
[ 5.23813277e-03 -8.47456238e-03 1.23935333e-01 1.12125485e-01
3.52968773e-03 1.04250950e-01 -9.96208196e-02 -4.14504030e-02
2.21000749e-01 8.88897736e-02]
[ 1.13349132e-01 7.39381944e-02 -4.33150144e-02 -9.36548158e-02
-1.14999572e-01 -3.31487671e-01 1.24408527e-01 8.71235890e-03
1.46974130e-01 9.37753571e-02]
[ -1.02697384e-01 -5.62309537e-02 -1.56349910e-02 2.37303484e-02
-3.59126072e-02 -2.05076707e-01 -5.43880361e-02 -2.01518998e-02
1.94475485e-02 1.27740742e-01]
[ -1.64807300e-01 -1.34021944e-01 -2.05056733e-01 -2.70530936e-02
-2.95540365e-01 2.48836900e-03 6.67017043e-02 -2.59211200e-02
-1.48101919e-02 3.42382334e-02]
[ -3.09467568e-02 -1.39440647e-01 -7.51569052e-02 -1.26197921e-01
5.27254916e-01 2.75537621e-01 6.05818729e-01 1.13049036e-01
-1.81474791e-01 -3.79753566e-01]
[ -1.62563417e-02 -4.46270930e-01 -3.06549072e-02 -7.12789385e-02
6.51344095e-01 9.98365556e-02 5.70675789e-01 9.14861809e-02
3.12952985e-02 -3.86469611e-01]
[ 1.38440942e-02 -5.01068702e-01 -4.27317472e-02 -1.02216685e-01
6.63075573e-01 2.15243338e-02 5.34193168e-01 4.89436295e-02
-3.60819175e-01 -2.15921860e-01]
[ -1.74927089e-01 -6.43026446e-01 -1.07725862e-02 -2.05728959e-01
7.78939055e-01 -9.05350307e-02 6.64116199e-01 -8.33515085e-02
-6.97259997e-02 8.45435676e-02]
[ -3.02576124e-01 -4.69946435e-01 5.37117588e-02 -5.24553755e-02
9.24924795e-01 1.43211496e-01 4.79928144e-01 4.70460898e-02
-9.25288211e-02 -1.40133192e-01]
[ -2.12605664e-01 -3.52104902e-01 2.49702226e-01 -2.48059504e-01
6.81357427e-01 -4.32953347e-02 7.33080476e-01 1.24000981e-02
-2.61600300e-01 -3.16660654e-02]
[ -1.40428164e-01 -2.56525029e-01 -1.84508727e-01 -1.13005168e-01
5.20558067e-01 -2.26727548e-01 2.10831087e-01 1.67723504e-01
-1.80755076e-02 -1.29382550e-01]
[ 1.00016387e-01 2.47189170e-01 1.59189761e-01 -1.07776043e-01
-6.78120847e-02 5.50954416e-02 -1.45081411e-01 2.81212090e-01
6.26373859e-02 1.67604811e-01]
[ 3.52609154e-01 3.48496541e-01 -8.11058904e-02 3.10901638e-01
-8.93055786e-01 -2.87039108e-01 -4.90079209e-01 1.77135631e-01
3.89730954e-01 -2.25457528e-02]
[ 4.87529212e-02 1.26669106e-01 2.54013239e-01 2.49205339e-01
-5.92858251e-02 -1.97076923e-01 -1.78063733e-01 -1.32985050e-01
-1.37646561e-01 -2.88149432e-01]
[ 1.66388405e-02 -9.25498897e-02 -1.22154612e-01 -6.49714499e-02
2.38075678e-01 4.25275782e-02 7.43151062e-03 -1.85870404e-01
2.44254387e-02 1.96658384e-01]
[ -4.98347366e-03 -6.58773726e-02 -6.99267451e-02 -6.21106494e-02
-6.94594922e-04 -1.75723628e-01 9.60730013e-02 8.96165889e-03
2.83060325e-02 -6.65268299e-03]
[ 3.00392365e-02 9.21795243e-02 2.44013953e-01 7.39813754e-02
-2.30109246e-01 -1.36773532e-01 9.09089244e-02 3.92618448e-02
-1.86036256e-01 1.06430890e-01]
[ 7.54671450e-02 5.32878180e-02 1.08174939e-01 9.97239956e-03
-2.44986013e-01 6.66061153e-02 4.18799383e-02 -2.70927235e-01
-1.56563933e-02 -8.54613755e-02]
[ -6.94153086e-03 1.16421136e-01 8.54333490e-02 -2.80541293e-02
-6.96422462e-02 1.78470451e-01 7.47646208e-02 1.18301110e-01
-1.91455266e-02 1.74498006e-01]
[ 2.26954115e-01 9.74201643e-02 3.02096278e-02 8.55107700e-02
-1.95627197e-03 -2.60103239e-02 -2.02817622e-01 1.48706617e-01
-5.07787506e-02 -1.51151648e-02]
[ 4.88430376e-02 3.30982778e-02 1.90625990e-02 4.86909380e-02
-4.52201107e-01 -1.25544047e-01 -2.33898788e-01 4.15127737e-02
1.24184048e-01 1.98870054e-01]
[ 5.73961213e-02 4.97140279e-01 1.27412665e-01 4.36175264e-01
-1.25405509e+00 -3.03824898e-01 -5.71670395e-01 -7.10744901e-02
2.99657793e-01 3.41971028e-01]
[ 1.75279570e-01 4.89121266e-01 6.63527706e-02 4.27394904e-01
-1.01403668e+00 -8.17943116e-02 -4.26592120e-01 1.50742776e-01
2.11371540e-01 4.75413081e-01]
[ 2.53353252e-01 3.35603876e-01 2.47833159e-01 1.54981017e-01
-5.11153739e-01 7.87882844e-02 -2.36129205e-01 1.62740018e-01
2.45408547e-01 8.51482136e-02]
[ -7.29374433e-02 2.38319917e-01 2.41312951e-01 1.73035552e-02
-6.29897957e-02 1.30390932e-01 -1.14187457e-01 -1.51406905e-02
-3.17648593e-02 5.12870372e-02]
[ -9.84199791e-02 1.20274595e-02 2.45113602e-02 9.39665548e-02
-6.99853702e-02 1.15469502e-01 2.32603907e-01 1.99499381e-02
-2.73818327e-01 -9.18784613e-02]
[ -2.23385875e-01 -3.95660101e-02 -9.46940759e-02 -3.47117157e-01
1.87895863e-01 1.19888956e-01 1.11929339e-01 1.03044476e-01
-2.08952186e-01 3.04998282e-02]
[ 1.01800888e-02 -4.14728408e-01 -1.27803636e-01 -1.61054648e-01
3.68799841e-01 2.51484384e-02 1.95142900e-01 1.52358236e-01
-1.65096730e-01 -2.21731286e-01]
[ 8.85238285e-02 -2.75401212e-01 -1.65782493e-01 -5.15299501e-02
-4.06867505e-02 -3.66864902e-02 1.50572722e-01 -1.58065530e-01
9.32276775e-02 -1.90509777e-01]
[ -1.12556617e-01 2.83770998e-02 2.66619720e-01 4.10384873e-03
1.49583509e-01 7.65245587e-02 6.51094327e-02 -2.96585283e-01
-1.04430205e-01 -5.05030064e-02]
[ -3.40420495e-01 2.92906624e-03 1.77935727e-02 -1.56031480e-02
1.43134324e-01 -1.78596042e-01 2.01646367e-02 2.34802476e-01
-7.57437227e-02 8.30857072e-02]
[ 1.54146737e-01 -3.34418702e-03 -2.29804349e-01 -6.51722328e-02
9.11997520e-02 -3.03998496e-01 7.63901290e-02 -1.65845463e-01
1.28868637e-02 -1.72265715e-01]
[ 2.21259893e-01 -2.00664370e-01 6.83042921e-02 -8.79818559e-03
6.51166752e-02 -4.19171509e-02 4.34984175e-02 -1.35566156e-01
1.23877320e-01 -1.63290442e-01]
[ -1.04780850e-01 -8.80324710e-02 1.21513861e-01 1.09084526e-01
2.94895048e-02 -1.14853147e-01 2.58662010e-01 -7.84273197e-02
1.81586441e-01 -2.16495304e-03]
[ -3.63510017e-02 -2.14976835e-01 1.84583855e-01 -3.00816201e-01
-1.96182794e-01 1.31077855e-01 1.14320454e-01 -1.22753873e-01
-9.73390117e-03 1.85764455e-01]]
[[ 0.61494158]
[ 1.72359323]
[ 0.2243044 ]
[ 0.86757556]
[-2.75532234]
[-0.27522373]
[-1.76947344]
[ 0.06724076]
[ 0.6758429 ]
[ 0.86893194]]
Progress: 47.1% ... Training loss: 0.269 ... Validation loss: 0.459[[ 1.64403851e-01 2.58680697e-01 -1.04027914e-01 1.07033771e-01
-4.73273888e-01 -7.04636584e-02 -8.02394344e-02 1.20180997e-01
-5.20170424e-02 2.03724079e-01]
[ 1.05743062e-02 1.30427004e-01 -2.03897805e-02 4.33463760e-02
8.85041913e-02 -5.75883607e-03 3.32204288e-01 4.06610775e-02
1.40248060e-01 -3.09359985e-02]
[ 2.03031722e-01 7.77163353e-01 1.28968138e-02 -4.97478887e-02
7.78190087e-01 -2.31863555e-02 -9.39710808e-01 -4.09608171e-02
5.91992623e-02 2.93330558e-01]
[ 6.38731254e-02 -4.07795268e-01 -1.88412482e-01 2.17884552e-01
-2.72404119e-02 1.21828649e-01 2.25443465e-01 6.63289441e-02
1.47706617e-01 3.20271420e-01]
[ -2.27570282e-02 8.03852600e-02 -1.47312701e-01 4.82657429e-02
-1.00435163e-01 -1.82853725e-01 8.96196340e-02 -1.16645966e-01
-1.90317454e-01 -4.82461682e-02]
[ -4.00147495e-01 -6.72313805e-01 -3.03816260e-01 1.43763880e-01
-1.74071358e-01 4.34563625e-02 3.80547692e-01 -4.03453696e-02
-3.65784290e-02 -4.01009965e-02]
[ -6.43601885e-03 -2.60760363e-01 9.06181769e-03 8.97967022e-02
-3.37877242e-02 -7.08859115e-02 1.89207632e-01 -1.91794039e-01
1.97546491e-01 3.89148528e-02]
[ 1.07169330e-01 -2.88514526e-01 3.06677188e-02 -7.76296367e-02
-5.54331220e-03 -4.74380194e-02 8.94638339e-02 1.17162540e-01
7.78045683e-02 -2.37571543e-02]
[ -1.76970872e-01 -1.86580747e-01 -3.02436839e-01 -2.01015772e-02
-6.20319031e-02 6.80962006e-02 -9.27155602e-02 -2.96203598e-02
2.67977214e-01 -1.32842441e-01]
[ 2.21610022e-02 -4.53648157e-01 7.21253850e-02 -2.84351005e-02
-2.28286890e-01 -1.04946713e-01 2.39349257e-01 -1.11796206e-01
-1.10532561e-02 5.51152850e-02]
[ -8.33405298e-02 -1.34043251e-01 3.39615546e-03 -1.33697355e-01
-9.40336993e-02 1.20952317e-02 2.40147222e-01 -1.02803256e-01
-4.01497110e-03 -1.14365731e-01]
[ -1.19587174e-01 -2.22020439e-01 -6.85052721e-02 1.74486045e-02
3.09396588e-01 9.80345451e-02 1.70487749e-01 -1.57812411e-02
-1.62315181e-01 -2.03540715e-01]
[ -1.58775031e-01 2.15782556e-03 6.10840783e-02 1.92796392e-02
-1.68738923e-01 -2.18847437e-01 -1.74559352e-01 -1.97268601e-01
8.45538715e-02 1.71141776e-01]
[ -2.85569243e-01 -3.50241056e-01 9.39713588e-02 2.12148784e-01
-1.49300604e-01 -6.33235609e-02 1.07760326e-01 -2.61425678e-01
-2.77456381e-01 -9.38120394e-02]
[ 9.47726014e-02 -2.11445614e-01 -2.52701410e-02 1.08396082e-01
-5.39763309e-02 -8.63250073e-02 2.64342695e-01 1.86574181e-03
1.94823060e-02 -5.88163822e-03]
[ 3.67393955e-02 -1.18940308e-01 -2.10882653e-01 1.49630752e-01
-8.37079540e-02 8.16389934e-02 -2.65464744e-02 -2.01219170e-02
-8.79951035e-02 -3.99668239e-03]
[ -1.18835281e-01 -8.91642098e-02 -2.00953547e-01 1.61406179e-01
-5.91744191e-03 1.32718995e-01 1.20023817e-02 -2.50510197e-01
7.50206608e-02 -1.91897059e-01]
[ -5.89027540e-02 -4.39440128e-02 2.79319959e-01 1.13955209e-01
7.85628965e-02 -6.52479357e-02 -1.27092456e-01 1.21555836e-01
8.65933927e-02 5.31609439e-02]
[ 6.22639940e-02 -1.12960831e-02 8.88419533e-02 9.16416841e-02
1.56614407e-02 -1.77061284e-02 1.97320297e-01 1.20315150e-01
-2.33685559e-02 -5.45544199e-02]
[ 1.01045050e-02 -1.41934087e-01 -2.92734791e-01 -5.35437136e-02
9.93348979e-02 -9.26097403e-02 1.22935908e-01 1.62549428e-01
1.07036476e-01 -3.19975520e-02]
[ 5.18756724e-02 -4.21605309e-02 -1.14584174e-01 5.17029163e-02
-1.35567838e-01 3.19049787e-01 2.74588399e-01 2.04743317e-01
-1.54299405e-01 -5.38116934e-02]
[ 4.99575984e-03 -9.64290722e-03 1.23796395e-01 1.11657498e-01
4.63771542e-03 1.04425909e-01 -9.87400685e-02 -4.14928895e-02
2.20757311e-01 8.84904802e-02]
[ 1.13649515e-01 7.46103000e-02 -4.32092848e-02 -9.32225730e-02
-1.16118352e-01 -3.31610714e-01 1.23713481e-01 8.74628714e-03
1.47312124e-01 9.42154536e-02]
[ -1.02728624e-01 -5.61782067e-02 -1.56579571e-02 2.36819699e-02
-3.62790746e-02 -2.05058131e-01 -5.44156184e-02 -2.01559244e-02
1.93986954e-02 1.27690326e-01]
[ -1.64803913e-01 -1.34022294e-01 -2.05055116e-01 -2.70501198e-02
-2.95583920e-01 2.48801352e-03 6.67215595e-02 -2.59209462e-02
-1.48081114e-02 3.42372500e-02]
[ -3.05975976e-02 -1.38737259e-01 -7.50324734e-02 -1.25701165e-01
5.25995876e-01 2.75381607e-01 6.05054173e-01 1.13087872e-01
-1.81096759e-01 -3.79260201e-01]
[ -1.62794573e-02 -4.46824540e-01 -3.06762484e-02 -7.13708132e-02
6.51284824e-01 9.98634186e-02 5.71035423e-01 9.14801768e-02
3.12075457e-02 -3.86542486e-01]
[ 1.41754780e-02 -5.00637185e-01 -4.26131314e-02 -1.01744916e-01
6.61663011e-01 2.13770442e-02 5.33638611e-01 4.89792265e-02
-3.60455997e-01 -2.15463785e-01]
[ -1.74843375e-01 -6.42927887e-01 -1.07396082e-02 -2.05596187e-01
7.78593627e-01 -9.05775657e-02 6.63963002e-01 -8.33412229e-02
-6.96272449e-02 8.46716287e-02]
[ -3.02558315e-01 -4.70105027e-01 5.37344268e-02 -5.23702223e-02
9.24681119e-01 1.43178241e-01 4.80121982e-01 4.70530896e-02
-9.24655713e-02 -1.40064731e-01]
[ -2.12499183e-01 -3.51975368e-01 2.49749978e-01 -2.47872515e-01
6.80842126e-01 -4.33528890e-02 7.32950959e-01 1.24135096e-02
-2.61470160e-01 -3.14888803e-02]
[ -1.39786398e-01 -2.55190929e-01 -1.84280466e-01 -1.12068980e-01
5.17839172e-01 -2.27014510e-01 2.09269698e-01 1.67792996e-01
-1.73632256e-02 -1.28476173e-01]
[ 9.88978195e-02 2.45179624e-01 1.58762079e-01 -1.09450929e-01
-6.44140389e-02 5.56358922e-02 -1.42773375e-01 2.81082329e-01
6.13082884e-02 1.65989951e-01]
[ 3.51170035e-01 3.44335207e-01 -8.16952945e-02 3.08703640e-01
-8.88046956e-01 -2.86317002e-01 -4.86297910e-01 1.76954912e-01
3.88224124e-01 -2.44785023e-02]
[ 4.86838212e-02 1.26583821e-01 2.53986783e-01 2.49055113e-01
-5.90660421e-02 -1.97033325e-01 -1.78140981e-01 -1.32994517e-01
-1.37748680e-01 -2.88233792e-01]
[ 1.70857333e-02 -9.14865233e-02 -1.21990380e-01 -6.43093605e-02
2.36346588e-01 4.23214596e-02 6.26263389e-03 -1.85820648e-01
2.49343683e-02 1.97274845e-01]
[ -4.83900186e-03 -6.55661581e-02 -6.98802121e-02 -6.19275346e-02
-1.48618597e-03 -1.75759499e-01 9.56726070e-02 8.97416474e-03
2.84603379e-02 -6.50915363e-03]
[ 2.98301092e-02 9.16519002e-02 2.43934941e-01 7.36541119e-02
-2.29369476e-01 -1.36674775e-01 9.13711578e-02 3.92367723e-02
-1.86284852e-01 1.06118681e-01]
[ 7.61310391e-02 5.47681118e-02 1.08418593e-01 1.09283961e-02
-2.46904932e-01 6.63051973e-02 4.03500943e-02 -2.70859352e-01
-1.49297130e-02 -8.45819507e-02]
[ -7.43712103e-03 1.15622613e-01 8.52552562e-02 -2.87508824e-02
-6.78340122e-02 1.78691269e-01 7.57228095e-02 1.18244806e-01
-1.97020090e-02 1.73762951e-01]
[ 2.27618675e-01 9.91237995e-02 3.04435173e-02 8.64410236e-02
-4.35492839e-03 -2.63034743e-02 -2.04673689e-01 1.48777385e-01
-5.00726069e-02 -1.42628003e-02]
[ 4.89338757e-02 3.33109971e-02 1.91036497e-02 4.88449581e-02
-4.52347329e-01 -1.25583457e-01 -2.34083767e-01 4.15238852e-02
1.24289387e-01 1.99012980e-01]
[ 5.74666408e-02 4.97775301e-01 1.27420675e-01 4.36239780e-01
-1.25569729e+00 -3.03839030e-01 -5.72044116e-01 -7.10664954e-02
2.99675957e-01 3.41982382e-01]
[ 1.75480080e-01 4.89443654e-01 6.64417222e-02 4.27778849e-01
-1.01480703e+00 -8.18099494e-02 -4.27061398e-01 1.50759500e-01
2.11628421e-01 4.75910348e-01]
[ 2.53137661e-01 3.35150341e-01 2.47741743e-01 1.54649914e-01
-5.10329654e-01 7.88934840e-02 -2.35700790e-01 1.62712103e-01
2.45149954e-01 8.47890765e-02]
[ -7.27581433e-02 2.39057800e-01 2.41381812e-01 1.75427908e-02
-6.37802978e-02 1.30316525e-01 -1.14948370e-01 -1.51222744e-02
-3.15768369e-02 5.15303502e-02]
[ -9.84787446e-02 1.19653651e-02 2.44970350e-02 9.39033780e-02
-6.97636438e-02 1.15494080e-01 2.32705406e-01 1.99457931e-02
-2.73882076e-01 -9.19431878e-02]
[ -2.23448953e-01 -3.97450446e-02 -9.47177836e-02 -3.47183898e-01
1.88175352e-01 1.19913815e-01 1.12109356e-01 1.03037892e-01
-2.09011338e-01 3.04050364e-02]
[ 1.02589014e-02 -4.14510792e-01 -1.27772841e-01 -1.60948662e-01
3.68487725e-01 2.51148126e-02 1.94973485e-01 1.52366510e-01
-1.64999793e-01 -2.21617330e-01]
[ 8.75134299e-02 -2.78293674e-01 -1.66206310e-01 -5.30869890e-02
-3.67816539e-02 -3.61268786e-02 1.53389019e-01 -1.58200512e-01
9.20956894e-02 -1.92095448e-01]
[ -1.12941640e-01 2.75954183e-02 2.66498274e-01 3.62447928e-03
1.50351445e-01 7.67020996e-02 6.58742223e-02 -2.96629106e-01
-1.04887495e-01 -5.10719364e-02]
[ -3.39885905e-01 4.44005245e-03 1.79701879e-02 -1.48647837e-02
1.40931866e-01 -1.78808070e-01 1.85782624e-02 2.34856611e-01
-7.51815395e-02 8.37771665e-02]
[ 1.54340140e-01 -3.15575146e-03 -2.29742812e-01 -6.49324846e-02
9.06115143e-02 -3.04056154e-01 7.59494264e-02 -1.65833003e-01
1.30771239e-02 -1.72060813e-01]
[ 2.22649724e-01 -1.97299877e-01 6.88121624e-02 -6.87557787e-03
6.00713071e-02 -4.24822158e-02 3.96921725e-02 -1.35412731e-01
1.25357784e-01 -1.61378249e-01]
[ -1.04176169e-01 -8.67629760e-02 1.21745854e-01 1.09986623e-01
2.70227764e-02 -1.15143717e-01 2.57330760e-01 -7.83562077e-02
1.82268992e-01 -1.25379544e-03]
[ -3.73000296e-02 -2.17244044e-01 1.84200350e-01 -3.02193847e-01
-1.95106892e-01 1.31536373e-01 1.16523148e-01 -1.22874116e-01
-1.07654140e-02 1.84660702e-01]]
[[ 0.61292842]
[ 1.72098659]
[ 0.22379575]
[ 0.86788286]
[-2.75425985]
[-0.27608514]
[-1.76406488]
[ 0.06534626]
[ 0.6741218 ]
[ 0.86625057]]
Progress: 47.1% ... Training loss: 0.272 ... Validation loss: 0.461[[ 0.16784058 0.26583324 -0.10279362 0.11156292 -0.48078131 -0.07190132
-0.08786466 0.12054285 -0.04823578 0.20847045]
[ 0.0104715 0.13013988 -0.02042699 0.04320118 0.08880622 -0.00571255
0.33249886 0.04065013 0.14014273 -0.03107989]
[ 0.20275847 0.77825527 0.01287765 -0.04978722 0.77500689 -0.0230839
-0.94016337 -0.0409808 0.059175 0.2928022 ]
[ 0.06321443 -0.41239582 -0.18862967 0.21715032 -0.02478891 0.12193159
0.22894747 0.06627457 0.14669032 0.31909229]
[-0.02427692 0.08024523 -0.14785375 0.04581614 -0.09640843 -0.18205818
0.09140639 -0.11682039 -0.1918135 -0.05039396]
[-0.39901401 -0.67067942 -0.3034253 0.14516126 -0.17543615 0.04298385
0.37832436 -0.04022154 -0.03533252 -0.03840303]
[-0.00341706 -0.25390933 0.01014786 0.0939903 -0.04382921 -0.07214898
0.18204087 -0.19148147 0.2008984 0.04314979]
[ 0.1077743 -0.28668973 0.03090151 -0.07680015 -0.00839723 -0.04775045
0.08753996 0.11723185 0.078522 -0.02305696]
[-0.175867 -0.18477153 -0.30204355 -0.01856862 -0.06654719 0.06759042
-0.09537511 -0.02950267 0.26905806 -0.13123825]
[ 0.02700808 -0.44230639 0.07387742 -0.02181721 -0.24470401 -0.10703714
0.22683553 -0.11127539 -0.00577793 0.06190742]
[-0.082589 -0.133786 0.0036532 -0.13269347 -0.09574957 0.01173112
0.2393382 -0.1027234 -0.00313081 -0.11332038]
[-0.1193245 -0.22150003 -0.06841027 0.01778025 0.30875409 0.09793528
0.16983699 -0.01575851 -0.16207858 -0.20314092]
[-0.15877503 0.00215783 0.06108408 0.01927964 -0.16873892 -0.21884744
-0.17455935 -0.1972686 0.08455387 0.17114178]
[-0.28521317 -0.34981013 0.09406604 0.2124639 -0.14987253 -0.06346442
0.1069417 -0.26139282 -0.27711435 -0.09339619]
[ 0.09560982 -0.21009619 -0.02497709 0.10952505 -0.05537986 -0.08668114
0.26276326 0.00195896 0.02039166 -0.00467695]
[ 0.03717332 -0.1180055 -0.21069788 0.15018563 -0.08375391 0.08145075
-0.02755197 -0.02007069 -0.08750156 -0.00321065]
[-0.11758724 -0.085784 -0.20051071 0.16310358 -0.00995076 0.1321926
0.00860315 -0.25039008 0.07638111 -0.19019388]
[-0.05888022 -0.04391728 0.2793192 0.11403521 0.07792927 -0.06526827
-0.12694043 0.12155937 0.08667157 0.05317282]
[ 0.06361571 -0.00855416 0.08933916 0.09359059 0.01061788 -0.01825969
0.19423183 0.12046029 -0.02184065 -0.05262019]
[ 0.01083437 -0.14015143 -0.29246631 -0.05258625 0.09663009 -0.09293891
0.12093443 0.16262714 0.10785467 -0.03100238]
[ 0.05139128 -0.04316818 -0.11476053 0.05101089 -0.13364368 0.3192626
0.27550001 0.20469098 -0.15481496 -0.05459951]
[ 0.00441451 -0.01099863 0.12359595 0.11089125 0.00671788 0.10464926
-0.09695675 -0.04154753 0.22019228 0.08771854]
[ 0.11507994 0.07766144 -0.04270355 -0.09125816 -0.12223974 -0.33223451
0.11999725 0.00889563 0.14876119 0.09623726]
[-0.10222756 -0.05539872 -0.01546968 0.02441934 -0.03843079 -0.20530104
-0.05561542 -0.02010073 0.01987582 0.12838781]
[-0.16478783 -0.13401681 -0.20504851 -0.02702295 -0.2956539 0.00247944
0.06670987 -0.02591891 -0.01478729 0.03426398]
[-0.03003966 -0.13727632 -0.07482555 -0.12488969 0.52399661 0.27511539
0.60351092 0.11315051 -0.18045614 -0.37846323]
[-0.01638342 -0.44729002 -0.03072684 -0.07156426 0.65165324 0.099919
0.57160312 0.09146621 0.0310922 -0.38674437]
[ 0.01438923 -0.50023682 -0.04252732 -0.10141138 0.66077824 0.02127109
0.53323027 0.04900357 -0.36020077 -0.21514337]
[-0.17459026 -0.64295266 -0.01063852 -0.20518507 0.77746534 -0.0907108
0.66372505 -0.08331058 -0.06934122 0.08506948]
[-0.30273332 -0.47061141 0.05366899 -0.05263028 0.92536434 0.14325878
0.48062018 0.04703329 -0.09266939 -0.1403126 ]
[-0.21248775 -0.35193947 0.24975538 -0.24785102 0.68100335 -0.0433568
0.73282463 0.0124137 -0.26146019 -0.03148758]
[-0.139752 -0.25554123 -0.18428242 -0.11205717 0.51736112 -0.22701611
0.2092573 0.16779396 -0.01740022 -0.12846676]
[ 0.09907083 0.24526663 0.15883433 -0.10918771 -0.06444827 0.05553825
-0.14289239 0.28110125 0.06154847 0.16628457]
[ 0.35288477 0.34690047 -0.08109538 0.31081516 -0.89031363 -0.28706536
-0.48969836 0.17713988 0.39001886 -0.02203114]
[ 0.04858447 0.1266375 0.25394367 0.24889758 -0.05896848 -0.19698558
-0.17815131 -0.13300543 -0.13785646 -0.28834606]
[ 0.01731758 -0.09111013 -0.12191315 -0.06397571 0.23524496 0.04220577
0.00563038 -0.1857959 0.02513736 0.19760502]
[-0.00416087 -0.06363462 -0.06963621 -0.06105329 -0.00379568 -0.17603846
0.09387516 0.0090395 0.02920184 -0.00560426]
[ 0.02990722 0.09187435 0.24395487 0.07375387 -0.22974144 -0.13670574
0.0911732 0.03924425 -0.1862029 0.10619814]
[ 0.07593785 0.05431364 0.10834751 0.01064464 -0.24600848 0.06639443
0.04077992 -0.27088073 -0.01513244 -0.08485958]
[-0.00708692 0.11665021 0.08538427 -0.02831293 -0.06944775 0.17854565
0.07468887 0.1182795 -0.01931259 0.17423109]
[ 0.22707707 0.09798529 0.03024062 0.08566538 -0.00224248 -0.02606518
-0.20352416 0.14871853 -0.05066218 -0.01505941]
[ 0.04927823 0.03426348 0.01922576 0.04933601 -0.45371083 -0.12573674
-0.23507856 0.04156013 0.12465089 0.19950635]
[ 0.05802907 0.49891054 0.12763147 0.43708068 -1.25858343 -0.30403218
-0.5732999 -0.07100487 0.30032031 0.34276425]
[ 0.17652543 0.49228157 0.06682054 0.42923728 -1.01793541 -0.0822479
-0.429981 0.15087031 0.21279954 0.47734633]
[ 0.25351972 0.33635044 0.24791319 0.15531191 -0.51241855 0.07868486
-0.23673454 0.16276229 0.24561992 0.08537899]
[-0.0725839 0.2394211 0.24143734 0.01778021 -0.06434097 0.13024383
-0.11536037 -0.01510375 -0.031383 0.05184263]
[-0.09838981 0.01230169 0.02452608 0.09401331 -0.0701852 0.11545983
0.23236165 0.01995348 -0.2737904 -0.09183068]
[-0.22338583 -0.03964145 -0.09469737 -0.34709281 0.18790703 0.11988552
0.11194298 0.10304464 -0.20895292 0.03048457]
[ 0.01027712 -0.41454154 -0.1277634 -0.16092538 0.36829847 0.02510601
0.19500045 0.15236806 -0.16498094 -0.22159981]
[ 0.08758924 -0.27743893 -0.16616921 -0.05287726 -0.03898429 -0.03616117
0.15270374 -0.15819393 0.09219715 -0.19199737]
[-0.11305614 0.02708956 0.26645493 0.00347855 0.1507754 0.07674733
0.06621703 -0.29664214 -0.10500782 -0.05127491]
[-0.33926028 0.00610698 0.018225 -0.0138971 0.13897763 -0.17910849
0.01666311 0.23492938 -0.07440442 0.08471436]
[ 0.1551157 -0.00199029 -0.22946735 -0.06389263 0.08936493 -0.30440153
0.07442674 -0.16574492 0.01387481 -0.17096319]
[ 0.22367847 -0.1967527 0.0691567 -0.00560573 0.05885994 -0.04290445
0.03841078 -0.13530368 0.12643336 -0.1598511 ]
[-0.10167362 -0.08126209 0.12265247 0.11341263 0.01832715 -0.11623494
0.25116082 -0.07808929 0.18492678 0.00218349]
[-0.03633254 -0.21435396 0.18452924 -0.30100762 -0.19899589 0.13113088
0.11378128 -0.12278109 -0.00965863 0.18600363]]
[[ 0.63350123]
[ 1.73663684]
[ 0.24264244]
[ 0.88987777]
[-2.74301615]
[-0.26073459]
[-1.74120894]
[ 0.08389502]
[ 0.69792755]
[ 0.88754822]]
Progress: 47.2% ... Training loss: 0.266 ... Validation loss: 0.453[[ 1.65203224e-01 2.61132407e-01 -1.03818148e-01 1.07784176e-01
-4.69713674e-01 -7.08484430e-02 -8.25750080e-02 1.20191590e-01
-5.12273972e-02 2.04907230e-01]
[ 1.03783763e-02 1.30083886e-01 -2.04604429e-02 4.30534611e-02
8.93182727e-02 -5.66387404e-03 3.32499226e-01 4.06350756e-02
1.40004186e-01 -3.12109770e-02]
[ 1.98256034e-01 7.69001178e-01 1.11008508e-02 -5.61067413e-02
7.91367590e-01 -2.12185099e-02 -9.31857748e-01 -4.15874499e-02
5.43718042e-02 2.86785529e-01]
[ 6.49870494e-02 -4.10988206e-01 -1.88024749e-01 2.19672778e-01
-2.74678111e-02 1.21311300e-01 2.27739235e-01 6.64717002e-02
1.49136416e-01 3.21848246e-01]
[ -2.28148279e-02 8.46153280e-02 -1.47201408e-01 4.85739854e-02
-1.05208798e-01 -1.82888140e-01 8.77319431e-02 -1.16555169e-01
-1.90244676e-01 -4.77097694e-02]
[ -3.99522362e-01 -6.72073391e-01 -3.03596955e-01 1.44503254e-01
-1.73802335e-01 4.31835431e-02 3.79672727e-01 -4.02865153e-02
-3.58960558e-02 -3.91298209e-02]
[ -4.84239447e-03 -2.57436277e-01 9.59071219e-03 9.18789281e-02
-3.70953950e-02 -7.15954524e-02 1.85702481e-01 -1.91677804e-01
1.99321412e-01 4.11620015e-02]
[ 1.06213252e-01 -2.90207133e-01 3.02497786e-02 -7.89887045e-02
-2.25216699e-03 -4.70565326e-02 9.04946486e-02 1.17012884e-01
7.68976798e-02 -2.50997233e-02]
[ -1.76553618e-01 -1.86949783e-01 -3.02293632e-01 -1.95275262e-02
-6.34778787e-02 6.78496875e-02 -9.33437266e-02 -2.95927438e-02
2.68458154e-01 -1.32192217e-01]
[ 2.20195281e-02 -4.54286373e-01 7.19119180e-02 -2.91153928e-02
-2.24817638e-01 -1.04947024e-01 2.38037598e-01 -1.11951743e-01
-1.12588793e-02 5.49324927e-02]
[ -8.24253596e-02 -1.34242560e-01 3.72270053e-03 -1.32456079e-01
-9.49237401e-02 1.16438872e-02 2.39732259e-01 -1.02710554e-01
-2.76812896e-03 -1.13117731e-01]
[ -1.18680938e-01 -2.19680057e-01 -6.81448837e-02 1.89242031e-02
3.05623898e-01 9.76388134e-02 1.68236903e-01 -1.56653566e-02
-1.61325054e-01 -2.02079945e-01]
[ -1.58775031e-01 2.15782556e-03 6.10840783e-02 1.92796392e-02
-1.68738923e-01 -2.18847437e-01 -1.74559352e-01 -1.97268601e-01
8.45538715e-02 1.71141776e-01]
[ -2.84898946e-01 -3.49275737e-01 9.42148801e-02 2.13012745e-01
-1.51204055e-01 -6.36155248e-02 1.06324375e-01 -2.61343507e-01
-2.76735345e-01 -9.29388989e-02]
[ 9.56991114e-02 -2.09950485e-01 -2.49384253e-02 1.09652610e-01
-5.55848513e-02 -8.67175923e-02 2.62584598e-01 1.97105084e-03
2.04982053e-02 -4.56055538e-03]
[ 3.65655059e-02 -1.19193923e-01 -2.10937431e-01 1.49248877e-01
-8.13478434e-02 8.17137833e-02 -2.61538402e-02 -2.01569672e-02
-8.82271258e-02 -4.12615712e-03]
[ -1.17857613e-01 -8.63112769e-02 -2.00626817e-01 1.62691323e-01
-8.59234397e-03 1.32283821e-01 9.30260418e-03 -2.50425672e-01
7.60595521e-02 -1.90581427e-01]
[ -5.99264140e-02 -4.63439230e-02 2.78931828e-01 1.12548323e-01
8.21322558e-02 -6.48603659e-02 -1.24516791e-01 1.21417276e-01
8.55316234e-02 5.17763581e-02]
[ 6.32108346e-02 -9.95883783e-03 8.91683812e-02 9.29905166e-02
1.25159641e-02 -1.80831557e-02 1.95466849e-01 1.20402367e-01
-2.22754827e-02 -5.32001166e-02]
[ 1.08517243e-02 -1.39390640e-01 -2.92468970e-01 -5.25738999e-02
9.63365832e-02 -9.29636013e-02 1.19984639e-01 1.62632562e-01
1.07858691e-01 -3.09495732e-02]
[ 5.11416853e-02 -4.36132264e-02 -1.14843227e-01 5.07353051e-02
-1.33430790e-01 3.19371801e-01 2.75482486e-01 2.04662408e-01
-1.55063699e-01 -5.48526747e-02]
[ 2.99025384e-03 -1.49961761e-02 1.22994308e-01 1.08831589e-01
1.33577313e-02 1.05297352e-01 -9.28076631e-02 -4.17558721e-02
2.18718698e-01 8.57432893e-02]
[ 1.14189135e-01 7.50778067e-02 -4.30361670e-02 -9.25103773e-02
-1.18922349e-01 -3.31883104e-01 1.22466053e-01 8.77618648e-03
1.47932856e-01 9.50014480e-02]
[ -1.02331358e-01 -5.56426949e-02 -1.55120913e-02 2.42640906e-02
-3.79476907e-02 -2.05257133e-01 -5.53125802e-02 -2.01150111e-02
1.97591687e-02 1.28234093e-01]
[ -1.64392360e-01 -1.33257038e-01 -2.04890801e-01 -2.64498492e-02
-2.96760655e-01 2.30681160e-03 6.57922313e-02 -2.58635651e-02
-1.43523863e-02 3.48235620e-02]
[ -2.99315061e-02 -1.37063942e-01 -7.47850997e-02 -1.24738306e-01
5.23476803e-01 2.75070896e-01 6.03363610e-01 1.13163812e-01
-1.80348279e-01 -3.78335831e-01]
[ -1.63886087e-02 -4.47369528e-01 -3.07305822e-02 -7.15471347e-02
6.51757126e-01 9.99197085e-02 5.71709460e-01 9.14659723e-02
3.10926914e-02 -3.86751592e-01]
[ 1.42587703e-02 -5.00550734e-01 -4.25859185e-02 -1.01618456e-01
6.61243066e-01 2.13305710e-02 5.33538057e-01 4.89840941e-02
-3.60355276e-01 -2.15327688e-01]
[ -1.74411785e-01 -6.42695829e-01 -1.05540298e-02 -2.04889810e-01
7.76639238e-01 -9.08033466e-02 6.63411923e-01 -8.32813760e-02
-6.90946296e-02 8.53649293e-02]
[ -3.03043989e-01 -4.71147866e-01 5.35549509e-02 -5.30780350e-02
9.26696847e-01 1.43390262e-01 4.81158879e-01 4.69900216e-02
-9.30262929e-02 -1.40752797e-01]
[ -2.12425473e-01 -3.52053801e-01 2.49799176e-01 -2.47714204e-01
6.80668696e-01 -4.34009665e-02 7.32759467e-01 1.24283577e-02
-2.61358399e-01 -3.13826043e-02]
[ -1.40155466e-01 -2.56630126e-01 -1.84437674e-01 -1.12624254e-01
5.19356758e-01 -2.26851456e-01 2.10452807e-01 1.67740595e-01
-1.78530635e-02 -1.28939423e-01]
[ 9.85831096e-02 2.43958480e-01 1.58629981e-01 -1.09937806e-01
-6.24169595e-02 5.57582825e-02 -1.41472544e-01 2.81031711e-01
6.09997297e-02 1.65592491e-01]
[ 3.51869012e-01 3.44052127e-01 -8.15186398e-02 3.09272995e-01
-8.85884087e-01 -2.86612048e-01 -4.87011991e-01 1.76991028e-01
3.89130196e-01 -2.35468349e-02]
[ 4.85797103e-02 1.26328418e-01 2.53946264e-01 2.48886949e-01
-5.87053097e-02 -1.96989071e-01 -1.77934037e-01 -1.33005326e-01
-1.37842758e-01 -2.88370792e-01]
[ 1.74978762e-02 -9.05212673e-02 -1.21848801e-01 -6.37299295e-02
2.34450310e-01 4.21345606e-02 4.90777972e-03 -1.85773573e-01
2.53046379e-02 1.97804022e-01]
[ -4.05214680e-03 -6.32338774e-02 -6.95884936e-02 -6.09079507e-02
-4.17263534e-03 -1.76080932e-01 9.36329763e-02 9.05397879e-03
2.93166465e-02 -5.46162789e-03]
[ 3.05113366e-02 9.39887293e-02 2.44204281e-01 7.47151448e-02
-2.32782813e-01 -1.37006845e-01 8.92752223e-02 3.93378887e-02
-1.85505027e-01 1.07169946e-01]
[ 7.60713675e-02 5.46074567e-02 1.08389024e-01 1.08103575e-02
-2.46138662e-01 6.63388270e-02 4.05485147e-02 -2.70871792e-01
-1.49994687e-02 -8.46827353e-02]
[ -7.63963231e-03 1.15640377e-01 8.51601546e-02 -2.90844755e-02
-6.71268732e-02 1.78768198e-01 7.57763195e-02 1.18206468e-01
-1.99532524e-02 1.73469423e-01]
[ 2.26892525e-01 9.76268538e-02 3.01865010e-02 8.54108422e-02
-1.40263804e-03 -2.59890056e-02 -2.03467783e-01 1.48693384e-01
-5.09035947e-02 -1.53797523e-02]
[ 4.89877368e-02 3.36893062e-02 1.91246988e-02 4.89309412e-02
-4.52630840e-01 -1.25614873e-01 -2.34630960e-01 4.15200140e-02
1.24331744e-01 1.99089734e-01]
[ 5.75176903e-02 4.97321742e-01 1.27419897e-01 4.36309651e-01
-1.25696973e+00 -3.03813144e-01 -5.72031636e-01 -7.10766182e-02
2.99754360e-01 3.42054353e-01]
[ 1.76275286e-01 4.91443635e-01 6.67267738e-02 4.28991106e-01
-1.01614070e+00 -8.21584083e-02 -4.29123720e-01 1.50838112e-01
2.12544088e-01 4.77097748e-01]
[ 2.52419760e-01 3.33467990e-01 2.47479564e-01 1.53724282e-01
-5.08087833e-01 7.91471691e-02 -2.33801457e-01 1.62616035e-01
2.44467988e-01 8.38620463e-02]
[ -7.26614655e-02 2.39367994e-01 2.41403010e-01 1.76466903e-02
-6.43358369e-02 1.30283345e-01 -1.15371849e-01 -1.51154596e-02
-3.14831931e-02 5.17445570e-02]
[ -9.83728021e-02 1.24779868e-02 2.45299720e-02 9.40264189e-02
-7.03532675e-02 1.15459193e-01 2.32154924e-01 1.99537584e-02
-2.73787222e-01 -9.18185207e-02]
[ -2.23462832e-01 -3.99016046e-02 -9.47300314e-02 -3.47207683e-01
1.88321575e-01 1.19920886e-01 1.12169060e-01 1.03033865e-01
-2.09049031e-01 3.03960114e-02]
[ 1.01050387e-02 -4.15037843e-01 -1.27827739e-01 -1.61164859e-01
3.69051895e-01 2.51721810e-02 1.95486514e-01 1.52346511e-01
-1.65159728e-01 -2.21843827e-01]
[ 8.75311660e-02 -2.78122338e-01 -1.66235505e-01 -5.30734089e-02
-3.75209152e-02 -3.61052203e-02 1.53420680e-01 -1.58217103e-01
9.21955487e-02 -1.92222981e-01]
[ -1.13729259e-01 2.57511504e-02 2.66227982e-01 2.53536587e-03
1.53183090e-01 7.70347348e-02 6.71463087e-02 -2.96732164e-01
-1.05814644e-01 -5.22698479e-02]
[ -3.40292522e-01 4.28897390e-03 1.78092016e-02 -1.53531053e-02
1.43283991e-01 -1.78696386e-01 1.83755605e-02 2.34791214e-01
-7.55957015e-02 8.33330029e-02]
[ 1.54280018e-01 -4.15756274e-03 -2.29769913e-01 -6.50218822e-02
9.24104220e-02 -3.04096240e-01 7.67582472e-02 -1.65846590e-01
1.30803443e-02 -1.72052282e-01]
[ 2.23270548e-01 -1.98286411e-01 6.89764467e-02 -6.10393566e-03
6.08730369e-02 -4.27080857e-02 3.97457679e-02 -1.35366694e-01
1.25993610e-01 -1.60303785e-01]
[ -1.02346733e-01 -8.30704841e-02 1.22414133e-01 1.12450228e-01
2.14010242e-02 -1.15973465e-01 2.52816670e-01 -7.81777656e-02
1.84349312e-01 1.24664524e-03]
[ -3.68337329e-02 -2.15621323e-01 1.84328826e-01 -3.01739259e-01
-1.97723764e-01 1.31318712e-01 1.15096308e-01 -1.22846913e-01
-1.02119829e-02 1.85372853e-01]]
[[ 0.61630663]
[ 1.71978301]
[ 0.22680552]
[ 0.87520505]
[-2.75519571]
[-0.27212021]
[-1.74874851]
[ 0.06954741]
[ 0.68013497]
[ 0.86994654]]
Progress: 47.2% ... Training loss: 0.271 ... Validation loss: 0.459[[ 1.66547560e-01 2.64466478e-01 -1.03231864e-01 1.09944720e-01
-4.76074986e-01 -7.14490066e-02 -8.61352075e-02 1.20348672e-01
-4.96192306e-02 2.07137502e-01]
[ 1.01555483e-02 1.29391035e-01 -2.05434189e-02 4.27253874e-02
8.98387224e-02 -5.56353547e-03 3.33225386e-01 4.06087874e-02
1.39730916e-01 -3.15464206e-02]
[ 2.03152918e-01 7.80918752e-01 1.30297805e-02 -4.87221656e-02
7.72136228e-01 -2.33862457e-02 -9.43787630e-01 -4.10219532e-02
6.00657165e-02 2.93905776e-01]
[ 6.31754712e-02 -4.16109754e-01 -1.88702298e-01 2.17158008e-01
-1.71877508e-02 1.22009285e-01 2.32882372e-01 6.62790927e-02
1.47069408e-01 3.19320349e-01]
[ -2.37207829e-02 8.06633385e-02 -1.47528291e-01 4.72679165e-02
-1.03558285e-01 -1.82499655e-01 9.08689786e-02 -1.16654075e-01
-1.91213633e-01 -4.87084187e-02]
[ -3.99540404e-01 -6.71876555e-01 -3.03616776e-01 1.44425092e-01
-1.73522442e-01 4.31949381e-02 3.79185834e-01 -4.02901560e-02
-3.59619630e-02 -3.91246532e-02]
[ -4.25150816e-03 -2.57330937e-01 9.80305078e-03 9.26940630e-02
-3.99734469e-02 -7.18471347e-02 1.85163382e-01 -1.91622133e-01
1.99984982e-01 4.20956465e-02]
[ 1.08842299e-01 -2.83092105e-01 3.12921578e-02 -7.49596174e-02
-1.42412378e-02 -4.82222191e-02 8.34523970e-02 1.17318855e-01
7.99971997e-02 -2.11739574e-02]
[ -1.75992208e-01 -1.85314658e-01 -3.02058985e-01 -1.86879340e-02
-6.62689407e-02 6.75915653e-02 -9.46639126e-02 -2.95243877e-02
2.69061947e-01 -1.31489702e-01]
[ 2.49214100e-02 -4.47164932e-01 7.30449384e-02 -2.48514699e-02
-2.38428713e-01 -1.06211454e-01 2.30516771e-01 -1.11609345e-01
-7.90929117e-03 5.92709376e-02]
[ -8.17583158e-02 -1.32681372e-01 3.97405655e-03 -1.31519762e-01
-9.78012091e-02 1.13297736e-02 2.38091464e-01 -1.02653662e-01
-2.06998758e-03 -1.12254356e-01]
[ -1.18486562e-01 -2.19310359e-01 -6.80597161e-02 1.93296162e-02
3.04734151e-01 9.75532614e-02 1.68010095e-01 -1.56382886e-02
-1.61071808e-01 -2.01714670e-01]
[ -1.58775031e-01 2.15782556e-03 6.10840783e-02 1.92796392e-02
-1.68738923e-01 -2.18847437e-01 -1.74559352e-01 -1.97268601e-01
8.45538715e-02 1.71141776e-01]
[ -2.85220228e-01 -3.49761453e-01 9.40917802e-02 2.12591277e-01
-1.50954306e-01 -6.34641604e-02 1.06981038e-01 -2.61381640e-01
-2.77127789e-01 -9.33894107e-02]
[ 9.57627158e-02 -2.09661089e-01 -2.49165161e-02 1.09748145e-01
-5.56609734e-02 -8.67476442e-02 2.62257044e-01 1.97873464e-03
2.05802494e-02 -4.45454607e-03]
[ 3.65779946e-02 -1.19250507e-01 -2.10931941e-01 1.49176429e-01
-8.03533375e-02 8.17050449e-02 -2.65104024e-02 -2.01555581e-02
-8.82341091e-02 -4.08434594e-03]
[ -1.17010363e-01 -8.49899089e-02 -2.00305463e-01 1.63885155e-01
-1.22644011e-02 1.31897852e-01 7.48453604e-03 -2.50338018e-01
7.69839298e-02 -1.89336868e-01]
[ -6.03332806e-02 -4.75884186e-02 2.78770605e-01 1.11958953e-01
8.40089189e-02 -6.46849092e-02 -1.23251582e-01 1.21369694e-01
8.50705372e-02 5.12509449e-02]
[ 6.35004502e-02 -9.67327015e-03 8.92685343e-02 9.33826747e-02
1.09666434e-02 -1.81838866e-02 1.95198597e-01 1.20432847e-01
-2.19261426e-02 -5.27942021e-02]
[ 1.25309804e-02 -1.34958150e-01 -2.91804280e-01 -5.00252589e-02
8.90157498e-02 -9.36953370e-02 1.15761341e-01 1.62830462e-01
1.09831476e-01 -2.84873560e-02]
[ 5.27146363e-02 -3.89728103e-02 -1.14224781e-01 5.31644199e-02
-1.40872643e-01 3.18645998e-01 2.70816447e-01 2.04846043e-01
-1.53207663e-01 -5.25061689e-02]
[ 2.44673859e-03 -1.67332137e-02 1.22783418e-01 1.08004860e-01
1.57939740e-02 1.05553571e-01 -9.11972919e-02 -4.18221217e-02
2.18079671e-01 8.49749888e-02]
[ 1.14910522e-01 7.72140103e-02 -4.27379932e-02 -9.14259979e-02
-1.21720525e-01 -3.32210618e-01 1.20629674e-01 8.86187833e-03
1.48732803e-01 9.59399485e-02]
[ -1.02299900e-01 -5.56102781e-02 -1.54962229e-02 2.43266341e-02
-3.79644713e-02 -2.05275704e-01 -5.53492537e-02 -2.01098608e-02
1.98031250e-02 1.28296721e-01]
[ -1.64575405e-01 -1.33818735e-01 -2.04972128e-01 -2.67403865e-02
-2.96820965e-01 2.38879066e-03 6.64043846e-02 -2.58848459e-02
-1.45803564e-02 3.45267371e-02]
[ -3.00952090e-02 -1.37786177e-01 -7.48369453e-02 -1.24959091e-01
5.24199540e-01 2.75155056e-01 6.04203412e-01 1.13144583e-01
-1.80523758e-01 -3.78609335e-01]
[ -1.64558128e-02 -4.47682153e-01 -3.07525680e-02 -7.16381228e-02
6.51966624e-01 9.99466436e-02 5.71999861e-01 9.14590353e-02
3.10182039e-02 -3.86847399e-01]
[ 1.40858076e-02 -5.00974922e-01 -4.26552134e-02 -1.01890541e-01
6.61863315e-01 2.14109523e-02 5.33974014e-01 4.89632406e-02
-3.60549339e-01 -2.15573712e-01]
[ -1.74309069e-01 -6.42690339e-01 -1.05098189e-02 -2.04727213e-01
7.76400917e-01 -9.08592222e-02 6.63265021e-01 -8.32699417e-02
-6.89761653e-02 8.55320687e-02]
[ -3.02753083e-01 -4.70784958e-01 5.36643827e-02 -5.26699596e-02
9.25541623e-01 1.43260222e-01 4.80653404e-01 4.70231728e-02
-9.27239955e-02 -1.40343212e-01]
[ -2.12436731e-01 -3.52163344e-01 2.49804612e-01 -2.47702420e-01
6.80714894e-01 -4.34126338e-02 7.32876454e-01 1.24301820e-02
-2.61339682e-01 -3.13558026e-02]
[ -1.40328510e-01 -2.56825860e-01 -1.84506565e-01 -1.12875055e-01
5.20129116e-01 -2.26771464e-01 2.10647618e-01 1.67720071e-01
-1.80466758e-02 -1.29174122e-01]
[ 9.99213436e-02 2.47740880e-01 1.59154335e-01 -1.07925518e-01
-6.83918571e-02 5.51334258e-02 -1.45158827e-01 2.81175105e-01
6.25181733e-02 1.67442348e-01]
[ 3.52376987e-01 3.44872824e-01 -8.13196301e-02 3.10067913e-01
-8.88027600e-01 -2.86813197e-01 -4.88170674e-01 1.77058630e-01
3.89770071e-01 -2.26635885e-02]
[ 4.85991002e-02 1.26521900e-01 2.53944640e-01 2.48893767e-01
-5.89581672e-02 -1.96994822e-01 -1.78295011e-01 -1.33005719e-01
-1.37848964e-01 -2.88355384e-01]
[ 1.73354655e-02 -9.10998273e-02 -1.21908331e-01 -6.39638941e-02
2.35299849e-01 4.21982793e-02 5.47824966e-03 -1.85791193e-01
2.51363268e-02 1.97603272e-01]
[ -4.05909842e-03 -6.32828270e-02 -6.95901140e-02 -6.09143425e-02
-4.11384672e-03 -1.76078642e-01 9.36762026e-02 9.05340502e-03
2.93106525e-02 -5.46906526e-03]
[ 3.05872767e-02 9.41882177e-02 2.44245259e-01 7.48440260e-02
-2.33080970e-01 -1.37060661e-01 8.93126906e-02 3.93508657e-02
-1.85383040e-01 1.07321975e-01]
[ 7.67433370e-02 5.65276887e-02 1.08645077e-01 1.17829589e-02
-2.49231422e-01 6.60451110e-02 3.85728881e-02 -2.70798482e-01
-1.42241606e-02 -8.37354840e-02]
[ -7.45034477e-03 1.15678250e-01 8.52356847e-02 -2.88500259e-02
-6.78393211e-02 1.78683579e-01 7.52850690e-02 1.18218385e-01
-1.97778212e-02 1.73776738e-01]
[ 2.26983015e-01 9.79141941e-02 3.02188866e-02 8.55231269e-02
-1.97672018e-03 -2.60178147e-02 -2.03754325e-01 1.48702707e-01
-5.08005391e-02 -1.52671353e-02]
[ 4.87023234e-02 3.31855559e-02 1.90246177e-02 4.85556593e-02
-4.51533224e-01 -1.25487111e-01 -2.33992535e-01 4.14877617e-02
1.24016585e-01 1.98691499e-01]
[ 5.80431138e-02 4.98425895e-01 1.27604293e-01 4.37062233e-01
-1.25977938e+00 -3.04020279e-01 -5.73005945e-01 -7.10152270e-02
3.00347354e-01 3.42800934e-01]
[ 1.77045904e-01 4.93593797e-01 6.70375750e-02 4.30166806e-01
-1.01883107e+00 -8.25114016e-02 -4.31037271e-01 1.50933529e-01
2.13364828e-01 4.78178584e-01]
[ 2.52284226e-01 3.33286013e-01 2.47425378e-01 1.53520997e-01
-5.07865591e-01 7.92115478e-02 -2.33580435e-01 1.62599904e-01
2.44328606e-01 8.36896169e-02]
[ -7.20184661e-02 2.41308288e-01 2.41633715e-01 1.85646029e-02
-6.76160360e-02 1.30006355e-01 -1.17341139e-01 -1.50420248e-02
-3.07522693e-02 5.26611403e-02]
[ -9.83732719e-02 1.25403212e-02 2.45250753e-02 9.40086599e-02
-7.03691738e-02 1.15465119e-01 2.32079802e-01 1.99521090e-02
-2.73803264e-01 -9.18400605e-02]
[ -2.23465439e-01 -3.99161041e-02 -9.47357679e-02 -3.47212948e-01
1.88432942e-01 1.19921485e-01 1.12159229e-01 1.03033681e-01
-2.09059101e-01 3.03925309e-02]
[ 9.82394795e-03 -4.15760309e-01 -1.27931793e-01 -1.61573492e-01
3.70201402e-01 2.52993610e-02 1.96263352e-01 1.52314040e-01
-1.65478183e-01 -2.22238077e-01]
[ 8.82895123e-02 -2.75718018e-01 -1.65979738e-01 -5.20874017e-02
-4.11583692e-02 -3.63861178e-02 1.50870589e-01 -1.58140059e-01
9.29914697e-02 -1.91205690e-01]
[ -1.12959435e-01 2.73457760e-02 2.66486627e-01 3.58866146e-03
1.50119537e-01 7.67327686e-02 6.54248732e-02 -2.96655713e-01
-1.05005578e-01 -5.12840071e-02]
[ -3.39619958e-01 5.72688138e-03 1.80697722e-02 -1.43717308e-02
1.40509583e-01 -1.79005009e-01 1.70717688e-02 2.34859145e-01
-7.48390676e-02 8.42990202e-02]
[ 1.53845220e-01 -5.23743690e-03 -2.29892385e-01 -6.54950620e-02
9.36676398e-02 -3.03905959e-01 7.80398576e-02 -1.65882867e-01
1.26950202e-02 -1.72526561e-01]
[ 2.25449097e-01 -1.92622204e-01 6.98771546e-02 -2.74676964e-03
5.26383767e-02 -4.37682855e-02 3.39462239e-02 -1.35090036e-01
1.28553067e-01 -1.56968532e-01]
[ -1.02402639e-01 -8.33288487e-02 1.22398836e-01 1.12441956e-01
2.13423913e-02 -1.15953515e-01 2.53163698e-01 -7.81834324e-02
1.84308016e-01 1.21140925e-03]
[ -3.69590121e-02 -2.16331816e-01 1.84260450e-01 -3.02029998e-01
-1.98590566e-01 1.31396072e-01 1.15454101e-01 -1.22876697e-01
-1.04054642e-02 1.85145061e-01]]
[[ 0.63333102]
[ 1.73807091]
[ 0.24078369]
[ 0.88805147]
[-2.74125636]
[-0.25995432]
[-1.7422511 ]
[ 0.08316326]
[ 0.6957744 ]
[ 0.88545161]]
Progress: 47.3% ... Training loss: 0.266 ... Validation loss: 0.451[[ 1.66648838e-01 2.64694451e-01 -1.03204259e-01 1.09980769e-01
-4.75065436e-01 -7.15075120e-02 -8.59884674e-02 1.20364503e-01
-4.95373367e-02 2.07219372e-01]
[ 1.02707393e-02 1.29675778e-01 -2.04840449e-02 4.29351497e-02
8.95904455e-02 -5.63356790e-03 3.33277528e-01 4.06319052e-02
1.39887908e-01 -3.14059121e-02]
[ 2.02407968e-01 7.80066582e-01 1.27326005e-02 -4.98815284e-02
7.75038076e-01 -2.31067826e-02 -9.43031613e-01 -4.11205935e-02
5.90976174e-02 2.92851802e-01]
[ 6.37779871e-02 -4.15070840e-01 -1.88430541e-01 2.18197479e-01
-1.57397274e-02 1.21751045e-01 2.31612994e-01 6.63693773e-02
1.47727683e-01 3.20547925e-01]
[ -2.58614482e-02 7.55821697e-02 -1.48371735e-01 4.44168254e-02
-9.67659577e-02 -1.81650020e-01 9.62428580e-02 -1.16925949e-01
-1.93466779e-01 -5.13775889e-02]
[ -3.99752725e-01 -6.72916331e-01 -3.03713649e-01 1.44088400e-01
-1.74090591e-01 4.32914506e-02 3.80347673e-01 -4.03215922e-02
-3.62008667e-02 -3.95390027e-02]
[ -4.24760805e-03 -2.57461322e-01 9.79793211e-03 9.27484268e-02
-3.93580216e-02 -7.18488596e-02 1.85178179e-01 -1.91613887e-01
2.00022351e-01 4.21849777e-02]
[ 1.08273485e-01 -2.84263383e-01 3.10697912e-02 -7.58017683e-02
-1.20829425e-02 -4.80059574e-02 8.46603757e-02 1.17243517e-01
7.92525128e-02 -2.20417384e-02]
[ -1.75463878e-01 -1.83906563e-01 -3.01859563e-01 -1.79964311e-02
-6.78660466e-02 6.73624066e-02 -9.57970443e-02 -2.94554180e-02
2.69602853e-01 -1.30769314e-01]
[ 2.50802954e-02 -4.46278787e-01 7.31127344e-02 -2.47139581e-02
-2.39592251e-01 -1.06313940e-01 2.30092668e-01 -1.11579674e-01
-7.81669272e-03 5.93430522e-02]
[ -8.19251991e-02 -1.33741265e-01 3.87590252e-03 -1.31848970e-01
-9.71211855e-02 1.14147453e-02 2.39115654e-01 -1.02679793e-01
-2.32748859e-03 -1.12439619e-01]
[ -1.18727468e-01 -2.20069953e-01 -6.81542947e-02 1.90883360e-02
3.05826130e-01 9.76526663e-02 1.68661491e-01 -1.56713878e-02
-1.61312220e-01 -2.02073934e-01]
[ -1.58775031e-01 2.15782556e-03 6.10840783e-02 1.92796392e-02
-1.68738923e-01 -2.18847437e-01 -1.74559352e-01 -1.97268601e-01
8.45538715e-02 1.71141776e-01]
[ -2.85663033e-01 -3.50731819e-01 9.38988831e-02 2.11888564e-01
-1.50373592e-01 -6.32631155e-02 1.07927867e-01 -2.61446328e-01
-2.77645716e-01 -9.40573919e-02]
[ 9.63722452e-02 -2.08927480e-01 -2.46638412e-02 1.10638618e-01
-5.75908792e-02 -8.70179982e-02 2.61644962e-01 2.06645456e-03
2.12994221e-02 -3.62275444e-03]
[ 3.68530878e-02 -1.18580766e-01 -2.10843396e-01 1.49560334e-01
-8.15730700e-02 8.15946181e-02 -2.71297354e-02 -2.01195953e-02
-8.79391609e-02 -3.75579162e-03]
[ -1.17469884e-01 -8.57666031e-02 -2.00481125e-01 1.63271128e-01
-1.04075932e-02 1.32083283e-01 8.33579599e-03 -2.50394628e-01
7.65025900e-02 -1.89982781e-01]
[ -6.05381650e-02 -4.84754593e-02 2.78690114e-01 1.11683184e-01
8.48297482e-02 -6.46026381e-02 -1.22581947e-01 1.21342645e-01
8.48341660e-02 5.10421598e-02]
[ 6.30182473e-02 -1.08169916e-02 8.90672680e-02 9.26102420e-02
1.29335397e-02 -1.79447455e-02 1.96098739e-01 1.20358672e-01
-2.25520334e-02 -5.35115561e-02]
[ 1.19544817e-02 -1.36551100e-01 -2.92042474e-01 -5.08867901e-02
9.10335671e-02 -9.34542113e-02 1.17257749e-01 1.62748118e-01
1.09129805e-01 -2.93550233e-02]
[ 5.31635495e-02 -3.82479551e-02 -1.14041132e-01 5.39045970e-02
-1.42935617e-01 3.18430640e-01 2.70093803e-01 2.04916789e-01
-1.52623389e-01 -5.18474431e-02]
[ 2.89773394e-03 -1.47480947e-02 1.22980337e-01 1.08666018e-01
1.42729235e-02 1.05337040e-01 -9.25750744e-02 -4.17551296e-02
2.18588599e-01 8.56673803e-02]
[ 1.15126303e-01 7.77997686e-02 -4.26570136e-02 -9.11474304e-02
-1.22548484e-01 -3.32297210e-01 1.20138264e-01 8.89001088e-03
1.48949421e-01 9.62347604e-02]
[ -1.02285168e-01 -5.57145597e-02 -1.54914583e-02 2.43411809e-02
-3.74813388e-02 -2.05289192e-01 -5.53523137e-02 -2.01077765e-02
1.97696772e-02 1.28326248e-01]
[ -1.64673441e-01 -1.33976106e-01 -2.05016086e-01 -2.69157184e-02
-2.96377075e-01 2.43441688e-03 6.66179050e-02 -2.59011782e-02
-1.47129656e-02 3.43262240e-02]
[ -2.99657490e-02 -1.37587752e-01 -7.47864772e-02 -1.24773990e-01
5.23694559e-01 2.75104387e-01 6.03931403e-01 1.13162156e-01
-1.80395449e-01 -3.78423611e-01]
[ -1.66468947e-02 -4.48188503e-01 -3.08174010e-02 -7.18725461e-02
6.52602186e-01 1.00017834e-01 5.72604534e-01 9.14376417e-02
3.08312076e-02 -3.87119029e-01]
[ 1.41567501e-02 -5.01162220e-01 -4.26396947e-02 -1.01846242e-01
6.61781378e-01 2.13896910e-02 5.34276908e-01 4.89687483e-02
-3.60489714e-01 -2.15524544e-01]
[ -1.74408578e-01 -6.42825133e-01 -1.05485460e-02 -2.04874837e-01
7.76939639e-01 -9.08154255e-02 6.63369520e-01 -8.32840833e-02
-6.90709478e-02 8.53987070e-02]
[ -3.02655598e-01 -4.70646562e-01 5.37095005e-02 -5.25121416e-02
9.25040073e-01 1.43212596e-01 4.80509283e-01 4.70383205e-02
-9.26029359e-02 -1.40210118e-01]
[ -2.12659284e-01 -3.52722025e-01 2.49721440e-01 -2.48019332e-01
6.81611835e-01 -4.33209009e-02 7.33424621e-01 1.24006754e-02
-2.61581285e-01 -3.16475646e-02]
[ -1.40875245e-01 -2.58209771e-01 -1.84714339e-01 -1.13655679e-01
5.22382696e-01 -2.26549199e-01 2.12137655e-01 1.67647634e-01
-1.86446429e-02 -1.29855968e-01]
[ 1.00190860e-01 2.48504404e-01 1.59264317e-01 -1.07512756e-01
-6.96491799e-02 5.50111199e-02 -1.45928228e-01 2.81212214e-01
6.27878619e-02 1.67741745e-01]
[ 3.53206816e-01 3.47051907e-01 -8.09925567e-02 3.11242274e-01
-8.90712355e-01 -2.87158505e-01 -4.90396334e-01 1.77173091e-01
3.90618712e-01 -2.14686322e-02]
[ 4.90679434e-02 1.27171265e-01 2.54128746e-01 2.49493637e-01
-6.01853623e-02 -1.97188925e-01 -1.79009167e-01 -1.32942457e-01
-1.37329938e-01 -2.87712505e-01]
[ 1.71089191e-02 -9.17440411e-02 -1.21994730e-01 -6.42440629e-02
2.35906284e-01 4.22731243e-02 5.94738167e-03 -1.85818152e-01
2.49045788e-02 1.97327661e-01]
[ -4.12640439e-03 -6.38476652e-02 -6.96297074e-02 -6.10321349e-02
-3.04226579e-03 -1.76051798e-01 9.43087189e-02 9.04342528e-03
2.92278671e-02 -5.58327400e-03]
[ 3.05046346e-02 9.41849588e-02 2.44197972e-01 7.46900992e-02
-2.32971519e-01 -1.37033460e-01 8.92983982e-02 3.93358568e-02
-1.85504068e-01 1.07164833e-01]
[ 7.66403828e-02 5.63460369e-02 1.08605726e-01 1.16232278e-02
-2.48523239e-01 6.60754704e-02 3.86832918e-02 -2.70812273e-01
-1.43396198e-02 -8.39116100e-02]
[ -7.89351766e-03 1.14634580e-01 8.50681916e-02 -2.94776397e-02
-6.62745889e-02 1.78861997e-01 7.62385046e-02 1.18160235e-01
-2.02666614e-02 1.73206807e-01]
[ 2.27098170e-01 9.85648870e-02 3.02459157e-02 8.55790805e-02
-2.46670566e-03 -2.60637232e-02 -2.04146772e-01 1.48713945e-01
-5.07337127e-02 -1.51588813e-02]
[ 4.92383765e-02 3.44456809e-02 1.92322752e-02 4.93041406e-02
-4.53294319e-01 -1.25691659e-01 -2.35297755e-01 4.15568587e-02
1.24594947e-01 1.99445627e-01]
[ 5.86618496e-02 5.00161043e-01 1.27855512e-01 4.37933966e-01
-1.26189631e+00 -3.04257858e-01 -5.74503001e-01 -7.09295369e-02
3.01036354e-01 3.43637653e-01]
[ 1.76625196e-01 4.92109002e-01 6.68577867e-02 4.29623976e-01
-1.01962883e+00 -8.23505898e-02 -4.29551972e-01 1.50880035e-01
2.12943222e-01 4.77550224e-01]
[ 2.52117563e-01 3.33169919e-01 2.47360858e-01 1.53341819e-01
-5.07226093e-01 7.92783212e-02 -2.33442996e-01 1.62577908e-01
2.44156617e-01 8.34504417e-02]
[ -7.22276948e-02 2.40918463e-01 2.41553227e-01 1.82488382e-02
-6.68704683e-02 1.30100602e-01 -1.17012016e-01 -1.50711412e-02
-3.09945910e-02 5.23954403e-02]
[ -9.86715690e-02 1.19330673e-02 2.44091853e-02 9.36162141e-02
-6.92159511e-02 1.15592766e-01 2.32686897e-01 1.99107544e-02
-2.74145000e-01 -9.22702599e-02]
[ -2.23694966e-01 -4.05877394e-02 -9.48327601e-02 -3.47535973e-01
1.89312828e-01 1.20022959e-01 1.12876603e-01 1.03003149e-01
-2.09318156e-01 3.00606060e-02]
[ 9.74594933e-03 -4.15790141e-01 -1.27962595e-01 -1.61684789e-01
3.70430015e-01 2.53329535e-02 1.96357112e-01 1.52303255e-01
-1.65566118e-01 -2.22347829e-01]
[ 8.93329074e-02 -2.73198806e-01 -1.65597094e-01 -5.05984063e-02
-4.57417095e-02 -3.68242773e-02 1.48254687e-01 -1.58000199e-01
9.41583631e-02 -1.89784304e-01]
[ -1.11876273e-01 2.93749409e-02 2.66941063e-01 5.23756005e-03
1.46662900e-01 7.62311693e-02 6.37408696e-02 -2.96491497e-01
-1.03674519e-01 -4.97319804e-02]
[ -3.40567841e-01 3.35402289e-03 1.77115872e-02 -1.57298790e-02
1.44162012e-01 -1.78635698e-01 1.91965797e-02 2.34738118e-01
-7.59058933e-02 8.30591661e-02]
[ 1.53821424e-01 -5.17273061e-03 -2.29889408e-01 -6.55004781e-02
9.42606509e-02 -3.03900411e-01 7.81130554e-02 -1.65881162e-01
1.26655507e-02 -1.72572341e-01]
[ 2.24454364e-01 -1.95189387e-01 6.94387624e-02 -4.39540597e-03
5.72629409e-02 -4.33120186e-02 3.63039292e-02 -1.35243949e-01
1.27238077e-01 -1.58561965e-01]
[ -1.02519632e-01 -8.34994508e-02 1.22362781e-01 1.12376387e-01
2.06538738e-02 -1.15913997e-01 2.53210770e-01 -7.81970746e-02
1.84183161e-01 9.57643749e-04]
[ -3.72510690e-02 -2.16767598e-01 1.84128087e-01 -3.02523098e-01
-1.98123609e-01 1.31547078e-01 1.16402704e-01 -1.22923454e-01
-1.07725910e-02 1.84832068e-01]]
[[ 0.63377654]
[ 1.73765987]
[ 0.24028717]
[ 0.8885168 ]
[-2.74616525]
[-0.26027455]
[-1.74453202]
[ 0.08201534]
[ 0.69679487]
[ 0.88479848]]
Progress: 47.4% ... Training loss: 0.265 ... Validation loss: 0.451[[ 1.66357978e-01 2.64683484e-01 -1.03353988e-01 1.09536325e-01
-4.76275102e-01 -7.12780380e-02 -8.56790256e-02 1.20316296e-01
-4.98292164e-02 2.06840091e-01]
[ 9.92144947e-03 1.28915680e-01 -2.06257405e-02 4.24522762e-02
9.06111810e-02 -5.48223458e-03 3.33838117e-01 4.05864815e-02
1.39480291e-01 -3.19204289e-02]
[ 2.06021581e-01 7.85719242e-01 1.42229685e-02 -4.45999469e-02
7.66582853e-01 -2.45896569e-02 -9.48218653e-01 -4.06355517e-02
6.34512374e-02 2.98258316e-01]
[ 6.23303617e-02 -4.17999727e-01 -1.88995023e-01 2.16275583e-01
-6.99367740e-03 1.22342658e-01 2.35360492e-01 6.61754987e-02
1.46052915e-01 3.18455487e-01]
[ -2.44394970e-02 7.93038976e-02 -1.47812557e-01 4.66202807e-02
-1.02119803e-01 -1.82160934e-01 9.17690644e-02 -1.16712353e-01
-1.91511488e-01 -4.88024819e-02]
[ -4.01780167e-01 -6.75456804e-01 -3.04550654e-01 1.41192332e-01
-1.71001683e-01 4.41755622e-02 3.82977265e-01 -4.05996432e-02
-3.85193535e-02 -4.24465560e-02]
[ -2.47688102e-03 -2.53157736e-01 1.04761628e-02 9.53510144e-02
-4.73358425e-02 -7.25426613e-02 1.80680957e-01 -1.91394025e-01
2.02087409e-01 4.46862043e-02]
[ 1.06794380e-01 -2.88484104e-01 3.05033436e-02 -7.78991422e-02
-6.01566608e-03 -4.73357559e-02 8.93497104e-02 1.17046384e-01
7.76320957e-02 -2.39583540e-02]
[ -1.75164687e-01 -1.83455843e-01 -3.01746656e-01 -1.75812106e-02
-6.95540423e-02 6.72564709e-02 -9.66209805e-02 -2.94174734e-02
2.69923347e-01 -1.30383608e-01]
[ 2.38240446e-02 -4.48422777e-01 7.26010711e-02 -2.65380429e-02
-2.39460698e-01 -1.05668482e-01 2.32632077e-01 -1.11770326e-01
-9.15981445e-03 5.77541197e-02]
[ -8.18078483e-02 -1.33381019e-01 3.88551890e-03 -1.31642059e-01
-9.79059182e-02 1.14031871e-02 2.38130997e-01 -1.02667333e-01
-2.22520828e-03 -1.12339983e-01]
[ -1.19025198e-01 -2.20293096e-01 -6.82645622e-02 1.87298758e-02
3.05969677e-01 9.77733426e-02 1.69104508e-01 -1.57105733e-02
-1.61624731e-01 -2.02521874e-01]
[ -1.58775031e-01 2.15782556e-03 6.10840783e-02 1.92796392e-02
-1.68738923e-01 -2.18847437e-01 -1.74559352e-01 -1.97268601e-01
8.45538715e-02 1.71141776e-01]
[ -2.86276813e-01 -3.51560667e-01 9.36209971e-02 2.10924056e-01
-1.49348697e-01 -6.29745297e-02 1.08943172e-01 -2.61536260e-01
-2.78436797e-01 -9.49895841e-02]
[ 9.48572794e-02 -2.11153258e-01 -2.52400657e-02 1.08615203e-01
-5.49850922e-02 -8.63886235e-02 2.63868595e-01 1.86936403e-03
1.96885627e-02 -5.69224915e-03]
[ 3.71466790e-02 -1.17856996e-01 -2.10748043e-01 1.49942560e-01
-8.28093945e-02 8.14737817e-02 -2.79838451e-02 -2.00840190e-02
-8.76295063e-02 -3.37692126e-03]
[ -1.17190912e-01 -8.50630710e-02 -2.00371910e-01 1.63693237e-01
-1.15037070e-02 1.31979917e-01 7.65631596e-03 -2.50367858e-01
7.67892660e-02 -1.89624332e-01]
[ -5.98905240e-02 -4.71094655e-02 2.78934062e-01 1.12627942e-01
8.13223141e-02 -6.48837127e-02 -1.24028547e-01 1.21422751e-01
8.56100019e-02 5.19084371e-02]
[ 6.41001103e-02 -8.17660902e-03 8.95034019e-02 9.42507210e-02
8.24264501e-03 -1.83441838e-02 1.93250787e-01 1.20510705e-01
-2.12220622e-02 -5.18535474e-02]
[ 1.22401030e-02 -1.35947284e-01 -2.91913312e-01 -5.04279567e-02
8.97229556e-02 -9.35586390e-02 1.17228916e-01 1.62785168e-01
1.09476686e-01 -2.89216391e-02]
[ 5.13736354e-02 -4.28603700e-02 -1.14755283e-01 5.12417089e-02
-1.35572324e-01 3.19200726e-01 2.74785268e-01 2.04675747e-01
-1.54672566e-01 -5.43033763e-02]
[ 2.58704114e-03 -1.55237419e-02 1.22851682e-01 1.08232699e-01
1.60043639e-02 1.05470574e-01 -9.19028149e-02 -4.17990347e-02
2.18246654e-01 8.52625325e-02]
[ 1.15107445e-01 7.77592035e-02 -4.26623903e-02 -9.11883686e-02
-1.22343718e-01 -3.32279837e-01 1.20089829e-01 8.88671494e-03
1.48925890e-01 9.61881387e-02]
[ -1.01834322e-01 -5.49145791e-02 -1.53203518e-02 2.49970456e-02
-3.98410698e-02 -2.05470028e-01 -5.64799855e-02 -2.00480839e-02
2.02594677e-02 1.28956671e-01]
[ -1.64900395e-01 -1.34337217e-01 -2.05111026e-01 -2.72705526e-02
-2.95615779e-01 2.54001853e-03 6.70460920e-02 -2.59345173e-02
-1.49885327e-02 3.39726639e-02]
[ -3.01716571e-02 -1.38093451e-01 -7.48669901e-02 -1.25071262e-01
5.24538604e-01 2.75190659e-01 6.04482132e-01 1.13134245e-01
-1.80620135e-01 -3.78726730e-01]
[ -1.65305252e-02 -4.48008245e-01 -3.07720321e-02 -7.17066602e-02
6.52122077e-01 9.99694161e-02 5.72433379e-01 9.14529591e-02
3.09473293e-02 -3.86961835e-01]
[ 1.39335821e-02 -5.01728300e-01 -4.27354768e-02 -1.02198095e-01
6.62650841e-01 2.14922886e-02 5.34866900e-01 4.89359456e-02
-3.60768472e-01 -2.15873874e-01]
[ -1.74520650e-01 -6.43064747e-01 -1.05985229e-02 -2.05063932e-01
7.77420857e-01 -9.07618977e-02 6.63611137e-01 -8.33014572e-02
-6.92259759e-02 8.52180201e-02]
[ -3.02810713e-01 -4.71143565e-01 5.36604009e-02 -5.26988088e-02
9.25630738e-01 1.43267259e-01 4.81037951e-01 4.70209841e-02
-9.27557655e-02 -1.40348343e-01]
[ -2.12644342e-01 -3.52763120e-01 2.49726239e-01 -2.48005290e-01
6.81546722e-01 -4.33242325e-02 7.33352054e-01 1.24021899e-02
-2.61579016e-01 -3.16399843e-02]
[ -1.40854798e-01 -2.58183830e-01 -1.84700331e-01 -1.13635934e-01
5.22091055e-01 -2.26547816e-01 2.12083315e-01 1.67649961e-01
-1.86220928e-02 -1.29815575e-01]
[ 9.99033970e-02 2.47785921e-01 1.59131780e-01 -1.07976233e-01
-6.82673424e-02 5.51501725e-02 -1.45053455e-01 2.81172074e-01
6.24224687e-02 1.67452628e-01]
[ 3.53452278e-01 3.48309556e-01 -8.09229271e-02 3.11632087e-01
-8.92814581e-01 -2.87219523e-01 -4.91451714e-01 1.77200285e-01
3.91034965e-01 -2.11852006e-02]
[ 4.85961676e-02 1.25886792e-01 2.53944555e-01 2.48806889e-01
-5.78523430e-02 -1.96980313e-01 -1.77707525e-01 -1.33007189e-01
-1.37872403e-01 -2.88411513e-01]
[ 1.71488020e-02 -9.14974302e-02 -1.21976395e-01 -6.41917720e-02
2.35708265e-01 4.22557063e-02 5.73073847e-03 -1.85812788e-01
2.49271329e-02 1.97356326e-01]
[ -3.76087862e-03 -6.30695730e-02 -6.94985142e-02 -6.05111441e-02
-4.53096200e-03 -1.76190912e-01 9.32922625e-02 9.08906256e-03
2.96042993e-02 -5.08081193e-03]
[ 3.07535823e-02 9.45672324e-02 2.44288184e-01 7.50427197e-02
-2.33533501e-01 -1.37137575e-01 8.87733483e-02 3.93682023e-02
-1.85209671e-01 1.07502647e-01]
[ 7.67400604e-02 5.66682445e-02 1.08643523e-01 1.17666580e-02
-2.49101508e-01 6.60362555e-02 3.83641285e-02 -2.70805911e-01
-1.42385064e-02 -8.37554040e-02]
[ -7.60480808e-03 1.15592332e-01 8.51846600e-02 -2.90540750e-02
-6.76136489e-02 1.78746508e-01 7.54255040e-02 1.18188817e-01
-1.99079548e-02 1.73632533e-01]
[ 2.27772163e-01 1.00432445e-01 3.05051249e-02 8.65439490e-02
-5.42561271e-03 -2.63361964e-02 -2.05824614e-01 1.48802490e-01
-4.99746097e-02 -1.42739002e-02]
[ 4.89544697e-02 3.37764253e-02 1.91150921e-02 4.88619826e-02
-4.52321053e-01 -1.25561378e-01 -2.34538834e-01 4.15169205e-02
1.24246948e-01 1.99008305e-01]
[ 5.82972640e-02 4.99627225e-01 1.27686805e-01 4.37366468e-01
-1.26224204e+00 -3.04085321e-01 -5.73764913e-01 -7.09836660e-02
3.00568332e-01 3.43051891e-01]
[ 1.75372709e-01 4.89568240e-01 6.63744644e-02 4.27927537e-01
-1.01648976e+00 -8.18223071e-02 -4.27243254e-01 1.50713454e-01
2.11560555e-01 4.75902768e-01]
[ 2.52290643e-01 3.33463467e-01 2.47450094e-01 1.53698554e-01
-5.08923647e-01 7.92050944e-02 -2.33957073e-01 1.62611828e-01
2.44431578e-01 8.38029495e-02]
[ -7.23106069e-02 2.40816380e-01 2.41524930e-01 1.81298274e-02
-6.67836765e-02 1.30136898e-01 -1.17019117e-01 -1.50815560e-02
-3.10776291e-02 5.22807825e-02]
[ -9.91576490e-02 1.08629270e-02 2.42309527e-02 9.29415669e-02
-6.74931215e-02 1.15794385e-01 2.33785326e-01 1.98496206e-02
-2.74668765e-01 -9.29300380e-02]
[ -2.23690133e-01 -4.06311719e-02 -9.48316773e-02 -3.47532846e-01
1.89296029e-01 1.20022784e-01 1.12883990e-01 1.03004112e-01
-2.09321050e-01 3.00637942e-02]
[ 9.94292432e-03 -4.15296979e-01 -1.27884408e-01 -1.61392670e-01
3.69622276e-01 2.52463979e-02 1.95798690e-01 1.52330299e-01
-1.65336389e-01 -2.22060754e-01]
[ 8.99102211e-02 -2.71297467e-01 -1.65395570e-01 -4.97717476e-02
-5.08318700e-02 -3.70323670e-02 1.46431050e-01 -1.57948380e-01
9.48317266e-02 -1.89078259e-01]
[ -1.12018618e-01 2.91147178e-02 2.66869200e-01 4.97651090e-03
1.46508807e-01 7.63042381e-02 6.37642048e-02 -2.96511368e-01
-1.03853834e-01 -4.99614039e-02]
[ -3.40134927e-01 4.56916098e-03 1.78652539e-02 -1.51491580e-02
1.42404761e-01 -1.78780628e-01 1.82544591e-02 2.34787858e-01
-7.54635869e-02 8.35380607e-02]
[ 1.53961118e-01 -5.07597713e-03 -2.29828814e-01 -6.52270302e-02
9.36417377e-02 -3.03919270e-01 7.76581962e-02 -1.65850130e-01
1.29077627e-02 -1.72243475e-01]
[ 2.23943716e-01 -1.96133520e-01 6.92348119e-02 -5.12087846e-03
5.90866099e-02 -4.30952509e-02 3.73961090e-02 -1.35312778e-01
1.26673779e-01 -1.59295227e-01]
[ -1.02810296e-01 -8.34872426e-02 1.22247875e-01 1.12033519e-01
2.06304719e-02 -1.15775151e-01 2.53192258e-01 -7.82431743e-02
1.83826358e-01 4.96751781e-04]
[ -3.88939626e-02 -2.20795569e-01 1.83490708e-01 -3.04850171e-01
-1.92813092e-01 1.32244850e-01 1.20524086e-01 -1.23138623e-01
-1.25834097e-02 1.82804605e-01]]
[[ 0.63058979]
[ 1.74030056]
[ 0.23526202]
[ 0.88192368]
[-2.74488535]
[-0.26741342]
[-1.7570123 ]
[ 0.07623222]
[ 0.69241483]
[ 0.87956111]]
Progress: 47.4% ... Training loss: 0.264 ... Validation loss: 0.447[[ 1.67777723e-01 2.68210025e-01 -1.02775785e-01 1.11380844e-01
-4.80124664e-01 -7.18649951e-02 -8.84602826e-02 1.20510718e-01
-4.81272484e-02 2.08732224e-01]
[ 9.92144947e-03 1.28915680e-01 -2.06257405e-02 4.24522762e-02
9.06111810e-02 -5.48223458e-03 3.33838117e-01 4.05864815e-02
1.39480291e-01 -3.19204289e-02]
[ 2.04674298e-01 7.82846095e-01 1.36985851e-02 -4.66265912e-02
7.69811023e-01 -2.40289013e-02 -9.46532074e-01 -4.08093699e-02
6.18280146e-02 2.96247933e-01]
[ 6.46198915e-02 -4.13170520e-01 -1.88215793e-01 2.19277722e-01
-1.44989683e-02 1.21366013e-01 2.30259223e-01 6.64158853e-02
1.48684026e-01 3.21550835e-01]
[ -2.25573966e-02 8.33787015e-02 -1.47118013e-01 4.91616709e-02
-1.05351987e-01 -1.82886537e-01 8.72510157e-02 -1.16490981e-01
-1.89545764e-01 -4.63680063e-02]
[ -4.00720151e-01 -6.74120820e-01 -3.04150583e-01 1.42604222e-01
-1.74495247e-01 4.37193888e-02 3.81566880e-01 -4.04669458e-02
-3.73270673e-02 -4.10088842e-02]
[ -5.41979649e-03 -2.60456570e-01 9.37116092e-03 9.10181145e-02
-3.50929886e-02 -7.12457947e-02 1.87819472e-01 -1.91744378e-01
1.98767869e-01 4.07235430e-02]
[ 1.08287952e-01 -2.84561339e-01 3.10705156e-02 -7.58281965e-02
-1.33477487e-02 -4.79799701e-02 8.54027984e-02 1.17234682e-01
7.94709371e-02 -2.20514718e-02]
[ -1.75840573e-01 -1.84381268e-01 -3.01992057e-01 -1.85034413e-02
-6.91634129e-02 6.75205354e-02 -9.49494981e-02 -2.94998451e-02
2.69303022e-01 -1.31344349e-01]
[ 2.11726907e-02 -4.54155299e-01 7.16135042e-02 -3.04460103e-02
-2.31901783e-01 -1.04493240e-01 2.39074607e-01 -1.12091745e-01
-1.18651697e-02 5.41407625e-02]
[ -8.13192886e-02 -1.32395573e-01 4.08801082e-03 -1.31040442e-01
-9.91381144e-02 1.11762632e-02 2.37244852e-01 -1.02597179e-01
-1.66511869e-03 -1.11807324e-01]
[ -1.17927617e-01 -2.18511533e-01 -6.78626480e-02 2.02639309e-02
3.01450796e-01 9.72855675e-02 1.67000824e-01 -1.55710370e-02
-1.60388203e-01 -2.01020022e-01]
[ -1.58775031e-01 2.15782556e-03 6.10840783e-02 1.92796392e-02
-1.68738923e-01 -2.18847437e-01 -1.74559352e-01 -1.97268601e-01
8.45538715e-02 1.71141776e-01]
[ -2.86159069e-01 -3.51498831e-01 9.36679568e-02 2.11078420e-01
-1.49594830e-01 -6.30307183e-02 1.08867002e-01 -2.61520591e-01
-2.78295981e-01 -9.48256202e-02]
[ 9.57108820e-02 -2.09968908e-01 -2.49190360e-02 1.09744008e-01
-5.76742423e-02 -8.67500845e-02 2.62634941e-01 1.97534175e-03
2.06498742e-02 -4.51549865e-03]
[ 3.70459392e-02 -1.18194620e-01 -2.10779378e-01 1.49781624e-01
-8.20626248e-02 8.15409001e-02 -2.75897494e-02 -2.00856590e-02
-8.77469442e-02 -3.54249209e-03]
[ -1.17929784e-01 -8.67438590e-02 -2.00650148e-01 1.62628486e-01
-8.44697322e-03 1.32291785e-01 9.36196531e-03 -2.50454935e-01
7.59754428e-02 -1.90573112e-01]
[ -6.11943735e-02 -5.05513720e-02 2.78445466e-01 1.10744200e-01
8.65439360e-02 -6.43301374e-02 -1.20672282e-01 1.21265761e-01
8.41518972e-02 5.02344102e-02]
[ 6.36578249e-02 -9.35523599e-03 8.93443779e-02 9.36190534e-02
9.53764594e-03 -1.81462394e-02 1.94293397e-01 1.20457186e-01
-2.16958213e-02 -5.24698347e-02]
[ 1.32057423e-02 -1.33252300e-01 -2.91525726e-01 -4.90245357e-02
8.46358757e-02 -9.40035574e-02 1.14621487e-01 1.62913144e-01
1.10619968e-01 -2.76624380e-02]
[ 5.13212322e-02 -4.30841258e-02 -1.14804688e-01 5.09937902e-02
-1.34728420e-01 3.19255778e-01 2.74859669e-01 2.04657530e-01
-1.54806235e-01 -5.45991527e-02]
[ 3.05484914e-03 -1.42176190e-02 1.23021876e-01 1.08905545e-01
1.36008321e-02 1.05277151e-01 -9.31641012e-02 -4.17416498e-02
2.18875125e-01 8.59573730e-02]
[ 1.14820764e-01 7.72647292e-02 -4.27679115e-02 -9.15961606e-02
-1.22111754e-01 -3.32174577e-01 1.20744287e-01 8.85054883e-03
1.48634788e-01 9.57813645e-02]
[ -1.02291189e-01 -5.57849321e-02 -1.54822543e-02 2.43770865e-02
-3.88297513e-02 -2.05281373e-01 -5.51465237e-02 -2.01025950e-02
1.98536625e-02 1.28314135e-01]
[ -1.64988703e-01 -1.34322492e-01 -2.05145933e-01 -2.73855179e-02
-2.95789360e-01 2.57708042e-03 6.71163932e-02 -2.59451350e-02
-1.50774500e-02 3.38488118e-02]
[ -3.04885931e-02 -1.39072011e-01 -7.49825781e-02 -1.25504855e-01
5.25817788e-01 2.75320773e-01 6.05410188e-01 1.13097952e-01
-1.80965430e-01 -3.79133264e-01]
[ -1.65871072e-02 -4.48488696e-01 -3.07962888e-02 -7.17901443e-02
6.52181891e-01 9.99894381e-02 5.72971219e-01 9.14477752e-02
3.09118082e-02 -3.87041593e-01]
[ 1.38529563e-02 -5.02076930e-01 -4.27667483e-02 -1.02304072e-01
6.63001946e-01 2.15190903e-02 5.35166910e-01 4.89292834e-02
-3.60853738e-01 -2.15962157e-01]
[ -1.74129220e-01 -6.42650426e-01 -1.04517311e-02 -2.04482906e-01
7.76010275e-01 -9.09339482e-02 6.63050448e-01 -8.32533652e-02
-6.87721737e-02 8.57624824e-02]
[ -3.02701516e-01 -4.70891187e-01 5.37065424e-02 -5.25351364e-02
9.25141582e-01 1.43215754e-01 4.80787387e-01 4.70354914e-02
-9.26303729e-02 -1.40198142e-01]
[ -2.12789894e-01 -3.53026215e-01 2.49672427e-01 -2.48209101e-01
6.82095739e-01 -4.32601256e-02 7.33569569e-01 1.23850499e-02
-2.61744207e-01 -3.18481779e-02]
[ -1.40911863e-01 -2.58425890e-01 -1.84717067e-01 -1.13711106e-01
5.22422167e-01 -2.26518863e-01 2.12319805e-01 1.67644389e-01
-1.86936973e-02 -1.29897956e-01]
[ 9.92959220e-02 2.46724660e-01 1.58875978e-01 -1.08892379e-01
-6.63361406e-02 5.54340808e-02 -1.43761660e-01 2.81089389e-01
6.17518830e-02 1.66629338e-01]
[ 3.52860076e-01 3.47406111e-01 -8.11392292e-02 3.10691615e-01
-8.90591393e-01 -2.86929107e-01 -4.89820875e-01 1.77123554e-01
3.90529949e-01 -2.20106165e-02]
[ 4.90356953e-02 1.26858051e-01 2.54113168e-01 2.49387866e-01
-5.92784493e-02 -1.97168523e-01 -1.78540048e-01 -1.32956789e-01
-1.37370601e-01 -2.87834890e-01]
[ 1.68176446e-02 -9.23981987e-02 -1.22103281e-01 -6.46719061e-02
2.36613801e-01 4.23973044e-02 6.38678692e-03 -1.85854081e-01
2.45590832e-02 1.96947842e-01]
[ -3.89989779e-03 -6.33859968e-02 -6.95529458e-02 -6.06882944e-02
-4.04952888e-03 -1.76132267e-01 9.35526737e-02 9.07130378e-03
2.94436686e-02 -5.28068472e-03]
[ 3.04005133e-02 9.41284604e-02 2.44166244e-01 7.45603712e-02
-2.32734069e-01 -1.36996782e-01 8.91149014e-02 3.93299757e-02
-1.85602541e-01 1.07035623e-01]
[ 7.70101959e-02 5.74173857e-02 1.08752852e-01 1.21151078e-02
-2.50502867e-01 6.59092906e-02 3.76514984e-02 -2.70769169e-01
-1.39286438e-02 -8.33910597e-02]
[ -7.00785720e-03 1.17038307e-01 8.54063952e-02 -2.82442043e-02
-7.01735593e-02 1.78485295e-01 7.42442447e-02 1.18262789e-01
-1.92588146e-02 1.74343239e-01]
[ 2.27824404e-01 1.00478215e-01 3.05162416e-02 8.65624739e-02
-5.49980207e-03 -2.63494771e-02 -2.06057798e-01 1.48805539e-01
-4.99378781e-02 -1.43344890e-02]
[ 4.90007800e-02 3.38667653e-02 1.91392216e-02 4.89426838e-02
-4.52757533e-01 -1.25579573e-01 -2.34606243e-01 4.15260826e-02
1.24304561e-01 1.99102084e-01]
[ 5.81417860e-02 4.99128313e-01 1.27629354e-01 4.37106743e-01
-1.26192632e+00 -3.04010972e-01 -5.73250183e-01 -7.09991810e-02
3.00388634e-01 3.42849581e-01]
[ 1.75745132e-01 4.90296647e-01 6.65151819e-02 4.28386827e-01
-1.01737306e+00 -8.19825020e-02 -4.28120079e-01 1.50764032e-01
2.12029533e-01 4.76360267e-01]
[ 2.52654760e-01 3.34445368e-01 2.47582766e-01 1.54217819e-01
-5.10473118e-01 7.90473453e-02 -2.34905285e-01 1.62654149e-01
2.44837797e-01 8.43173362e-02]
[ -7.28291633e-02 2.39489837e-01 2.41337993e-01 1.74151946e-02
-6.46785748e-02 1.30350814e-01 -1.15599240e-01 -1.51403339e-02
-3.16518319e-02 5.15967670e-02]
[ -9.86741859e-02 1.23739202e-02 2.44287341e-02 9.36797082e-02
-6.99346746e-02 1.15579045e-01 2.32251899e-01 1.99133881e-02
-2.74076678e-01 -9.21973943e-02]
[ -2.23709938e-01 -4.06892619e-02 -9.48402709e-02 -3.47559965e-01
1.89378304e-01 1.20030522e-01 1.12947402e-01 1.03001782e-01
-2.09342575e-01 3.00416892e-02]
[ 9.12543865e-03 -4.17635962e-01 -1.28196587e-01 -1.62565118e-01
3.72688110e-01 2.55902844e-02 1.98049537e-01 1.52230147e-01
-1.66271298e-01 -2.23225991e-01]
[ 8.81906395e-02 -2.75178815e-01 -1.66035039e-01 -5.21569040e-02
-4.56902616e-02 -3.63075521e-02 1.51084330e-01 -1.58155896e-01
9.31396409e-02 -1.91268364e-01]
[ -1.11447771e-01 2.97753739e-02 2.67113221e-01 5.79667697e-03
1.43766078e-01 7.60176730e-02 6.27704218e-02 -2.96425929e-01
-1.03164806e-01 -4.91957654e-02]
[ -3.39626770e-01 5.94831045e-03 1.80536028e-02 -1.44532900e-02
1.41138143e-01 -1.78954526e-01 1.66885139e-02 2.34847893e-01
-7.48936330e-02 8.42788861e-02]
[ 1.53793316e-01 -6.05482456e-03 -2.29904829e-01 -6.55051690e-02
9.47178564e-02 -3.03856937e-01 7.85158742e-02 -1.65868970e-01
1.27201355e-02 -1.72489050e-01]
[ 2.23554072e-01 -1.97535760e-01 6.90706704e-02 -5.85346168e-03
6.13479933e-02 -4.28883353e-02 3.86163738e-02 -1.35366705e-01
1.26201806e-01 -1.59942424e-01]
[ -1.02910010e-01 -8.35777536e-02 1.22203285e-01 1.11833223e-01
2.08679392e-02 -1.15729738e-01 2.53262029e-01 -7.82538751e-02
1.83623876e-01 3.13997439e-04]
[ -3.86614376e-02 -2.19447939e-01 1.83599392e-01 -3.04542325e-01
-1.95712486e-01 1.32126379e-01 1.19735522e-01 -1.23104842e-01
-1.21969621e-02 1.82984924e-01]]
[[ 0.62591837]
[ 1.73674629]
[ 0.23033886]
[ 0.87965339]
[-2.74964579]
[-0.26957389]
[-1.75813107]
[ 0.07460471]
[ 0.68675566]
[ 0.87720536]]
Progress: 47.5% ... Training loss: 0.264 ... Validation loss: 0.449[[ 1.68523576e-01 2.70808884e-01 -1.02457955e-01 1.12371462e-01
-4.83644595e-01 -7.21864187e-02 -9.14742870e-02 1.20601076e-01
-4.74583949e-02 2.09831245e-01]
[ 8.81763057e-03 1.26228231e-01 -2.10339130e-02 4.09615972e-02
9.44959247e-02 -4.99872440e-03 3.36160131e-01 4.04513251e-02
1.38379044e-01 -3.33274655e-02]
[ 2.04475164e-01 7.83897601e-01 1.36567858e-02 -4.72123762e-02
7.75177860e-01 -2.38573235e-02 -9.47241794e-01 -4.08344327e-02
6.16119547e-02 2.96015747e-01]
[ 6.56388549e-02 -4.13746892e-01 -1.87804819e-01 2.21281425e-01
-1.62511879e-02 1.20888954e-01 2.31225914e-01 6.65525644e-02
1.50248003e-01 3.23234097e-01]
[ -2.28887838e-02 8.29046924e-02 -1.47198802e-01 4.87646891e-02
-1.09187700e-01 -1.82865240e-01 8.75562277e-02 -1.16507371e-01
-1.89786843e-01 -4.70796886e-02]
[ -4.01671954e-01 -6.76491386e-01 -3.04484917e-01 1.41310297e-01
-1.73291493e-01 4.40817943e-02 3.83678825e-01 -4.05788732e-02
-3.83724728e-02 -4.22791834e-02]
[ -3.61814471e-03 -2.55797959e-01 1.00628181e-02 9.35267546e-02
-4.18842180e-02 -7.20546234e-02 1.83129557e-01 -1.91519761e-01
2.00711982e-01 4.32023086e-02]
[ 1.07664453e-01 -2.86008965e-01 3.08271150e-02 -7.67829033e-02
-1.03600290e-02 -4.76691469e-02 8.66950002e-02 1.17153942e-01
7.88396615e-02 -2.26847199e-02]
[ -1.75206306e-01 -1.83317751e-01 -3.01751513e-01 -1.76515659e-02
-7.23109493e-02 6.72532135e-02 -9.65032368e-02 -2.94262137e-02
2.69970193e-01 -1.30405680e-01]
[ 2.23876271e-02 -4.49887027e-01 7.21121100e-02 -2.89011644e-02
-2.39107906e-01 -1.05033444e-01 2.34052495e-01 -1.11941737e-01
-1.07359371e-02 5.59093672e-02]
[ -8.16360977e-02 -1.34400808e-01 3.94011234e-03 -1.31476092e-01
-9.76740318e-02 1.13111890e-02 2.38903010e-01 -1.02640371e-01
-1.92775791e-03 -1.12077285e-01]
[ -1.17965127e-01 -2.18870633e-01 -6.78588881e-02 2.02666194e-02
3.01445544e-01 9.72879238e-02 1.67525269e-01 -1.55722713e-02
-1.60320194e-01 -2.01004779e-01]
[ -1.58775031e-01 2.15782556e-03 6.10840783e-02 1.92796392e-02
-1.68738923e-01 -2.18847437e-01 -1.74559352e-01 -1.97268601e-01
8.45538715e-02 1.71141776e-01]
[ -2.86131611e-01 -3.51556720e-01 9.36813727e-02 2.11128990e-01
-1.50119582e-01 -6.30448191e-02 1.08934848e-01 -2.61516679e-01
-2.78276114e-01 -9.47591834e-02]
[ 9.51614810e-02 -2.11183431e-01 -2.51169251e-02 1.09019576e-01
-5.66556063e-02 -8.65524331e-02 2.63770237e-01 1.91245406e-03
2.00465666e-02 -5.23744666e-03]
[ 3.70280193e-02 -1.17917498e-01 -2.10745963e-01 1.49766020e-01
-8.26396083e-02 8.15229808e-02 -2.75975745e-02 -2.00811785e-02
-8.77153636e-02 -3.58157040e-03]
[ -1.17585144e-01 -8.63987707e-02 -2.00555868e-01 1.63069981e-01
-9.46085427e-03 1.32135995e-01 8.79257541e-03 -2.50419243e-01
7.62649206e-02 -1.90094842e-01]
[ -6.06772726e-02 -4.94608453e-02 2.78656095e-01 1.11524052e-01
8.44007314e-02 -6.45540200e-02 -1.21777229e-01 1.21333248e-01
8.48101406e-02 5.09720494e-02]
[ 6.37748118e-02 -8.29478597e-03 8.94050224e-02 9.36858314e-02
9.39468616e-03 -1.81786458e-02 1.92849288e-01 1.20466668e-01
-2.16849076e-02 -5.22583575e-02]
[ 1.29645335e-02 -1.33665872e-01 -2.91616024e-01 -4.93987262e-02
8.57098640e-02 -9.38970252e-02 1.15149848e-01 1.62884191e-01
1.10332986e-01 -2.79964938e-02]
[ 5.14925842e-02 -4.27978917e-02 -1.14740193e-01 5.12211595e-02
-1.35663290e-01 3.19168509e-01 2.74642481e-01 2.04681131e-01
-1.54598736e-01 -5.43285806e-02]
[ 2.93012255e-03 -1.47472203e-02 1.22964113e-01 1.08780558e-01
1.42414243e-02 1.05348370e-01 -9.27329101e-02 -4.17570203e-02
2.18870115e-01 8.59177865e-02]
[ 1.15105177e-01 7.78754015e-02 -4.26598765e-02 -9.12490232e-02
-1.23370773e-01 -3.32295436e-01 1.19898081e-01 8.88277953e-03
1.48935161e-01 9.61850576e-02]
[ -1.01610935e-01 -5.46739701e-02 -1.52409009e-02 2.53438116e-02
-4.20574027e-02 -2.05570079e-01 -5.66329113e-02 -2.00214503e-02
2.05759507e-02 1.29306653e-01]
[ -1.65337035e-01 -1.34984027e-01 -2.05271785e-01 -2.79143472e-02
-2.94446547e-01 2.73968935e-03 6.77902411e-02 -2.59903712e-02
-1.54877907e-02 3.33367610e-02]
[ -3.03769992e-02 -1.38897875e-01 -7.49425738e-02 -1.25352085e-01
5.25376380e-01 2.75272120e-01 6.05092660e-01 1.13113455e-01
-1.80834282e-01 -3.78974304e-01]
[ -1.68420141e-02 -4.49243471e-01 -3.08964438e-02 -7.21588047e-02
6.53267720e-01 1.00097557e-01 5.73706113e-01 9.14178387e-02
3.06332212e-02 -3.87399290e-01]
[ 1.39229323e-02 -5.02214529e-01 -4.27490399e-02 -1.02216764e-01
6.62942458e-01 2.14910660e-02 5.35189103e-01 4.89385450e-02
-3.60784182e-01 -2.15851238e-01]
[ -1.74215437e-01 -6.42948636e-01 -1.04840754e-02 -2.04596829e-01
7.76229326e-01 -9.08964669e-02 6.63342600e-01 -8.32633578e-02
-6.88547868e-02 8.56516880e-02]
[ -3.02640418e-01 -4.70860815e-01 5.37239386e-02 -5.24666067e-02
9.24926984e-01 1.43192704e-01 4.80690258e-01 4.70412142e-02
-9.25823169e-02 -1.40122305e-01]
[ -2.12755279e-01 -3.53250160e-01 2.49691970e-01 -2.48128229e-01
6.81777129e-01 -4.32875136e-02 7.33745076e-01 1.23920163e-02
-2.61695299e-01 -3.17626259e-02]
[ -1.40753124e-01 -2.58527785e-01 -1.84663024e-01 -1.13482694e-01
5.21698014e-01 -2.26590675e-01 2.12280356e-01 1.67664588e-01
-1.85187679e-02 -1.29659945e-01]
[ 9.97593698e-02 2.47702414e-01 1.59047124e-01 -1.08236368e-01
-6.81184572e-02 5.52386116e-02 -1.44940173e-01 2.81144824e-01
6.22232141e-02 1.67269446e-01]
[ 3.52499382e-01 3.47411847e-01 -8.12505989e-02 3.10277849e-01
-8.90532669e-01 -2.86801539e-01 -4.89347086e-01 1.77087712e-01
3.90191791e-01 -2.23934893e-02]
[ 4.90661531e-02 1.26952893e-01 2.54128700e-01 2.49434837e-01
-5.95380788e-02 -1.97187191e-01 -1.78738555e-01 -1.32952462e-01
-1.37327906e-01 -2.87778411e-01]
[ 1.75738598e-02 -9.09066481e-02 -1.21846396e-01 -6.36441268e-02
2.33833267e-01 4.20720415e-02 4.78983750e-03 -1.85771256e-01
2.53336607e-02 1.98003915e-01]
[ -4.07517616e-03 -6.39388093e-02 -6.96182325e-02 -6.09499583e-02
-3.38603416e-03 -1.76059494e-01 9.40203665e-02 9.04903109e-03
2.92164182e-02 -5.56863094e-03]
[ 3.04134132e-02 9.42001991e-02 2.44150125e-01 7.45057235e-02
-2.32750270e-01 -1.36997471e-01 8.88620394e-02 3.93280240e-02
-1.85653140e-01 1.07005820e-01]
[ 7.73086112e-02 5.82649148e-02 1.08863306e-01 1.25172626e-02
-2.51805241e-01 6.57639358e-02 3.68188418e-02 -2.70731147e-01
-1.35874350e-02 -8.29594207e-02]
[ -6.62258408e-03 1.18205941e-01 8.55656736e-02 -2.77383726e-02
-7.17533568e-02 1.78328310e-01 7.31345201e-02 1.18307158e-01
-1.88272688e-02 1.74882977e-01]
[ 2.27728752e-01 1.00262995e-01 3.04764062e-02 8.64121722e-02
-5.31278079e-03 -2.62965293e-02 -2.05972061e-01 1.48792007e-01
-5.00652841e-02 -1.44385980e-02]
[ 4.85332138e-02 3.29873416e-02 1.89743848e-02 4.82823496e-02
-4.51014323e-01 -1.25393753e-01 -2.33730455e-01 4.14729687e-02
1.23779787e-01 1.98438413e-01]
[ 5.79103329e-02 4.98579174e-01 1.27565201e-01 4.36809395e-01
-1.26027152e+00 -3.03917427e-01 -5.72644892e-01 -7.10235045e-02
3.00285245e-01 3.42668638e-01]
[ 1.75670079e-01 4.90161918e-01 6.65149084e-02 4.28269754e-01
-1.01770359e+00 -8.19363416e-02 -4.28106266e-01 1.50755373e-01
2.11960493e-01 4.76280400e-01]
[ 2.52777776e-01 3.35011745e-01 2.47628321e-01 1.54361501e-01
-5.11388847e-01 7.89974521e-02 -2.35446252e-01 1.62667721e-01
2.44950186e-01 8.44523966e-02]
[ -7.30301698e-02 2.39064009e-01 2.41275793e-01 1.71443495e-02
-6.39243584e-02 1.30440604e-01 -1.15152503e-01 -1.51655747e-02
-3.18791297e-02 5.13189580e-02]
[ -9.85177146e-02 1.29176542e-02 2.44802240e-02 9.39025489e-02
-7.06789541e-02 1.15512657e-01 2.31698500e-01 1.99318974e-02
-2.73904041e-01 -9.19747440e-02]
[ -2.23557287e-01 -4.04166802e-02 -9.47900523e-02 -3.47364815e-01
1.88742161e-01 1.19970908e-01 1.12512219e-01 1.03018059e-01
-2.09194264e-01 3.02825765e-02]
[ 9.11901040e-03 -4.17702438e-01 -1.28194800e-01 -1.62562984e-01
3.72680253e-01 2.55904091e-02 1.98169302e-01 1.52229605e-01
-1.66274873e-01 -2.23228506e-01]
[ 8.91548551e-02 -2.73048797e-01 -1.65671314e-01 -5.07885160e-02
-5.00921353e-02 -3.67388837e-02 1.48749438e-01 -1.58046010e-01
9.42307032e-02 -1.89879467e-01]
[ -1.11976093e-01 2.83438987e-02 2.66914276e-01 5.11602487e-03
1.45436996e-01 7.62510489e-02 6.37257459e-02 -2.96491545e-01
-1.03633201e-01 -4.97951052e-02]
[ -3.39776993e-01 5.40108222e-03 1.80061881e-02 -1.46749025e-02
1.41668038e-01 -1.78907426e-01 1.70841161e-02 2.34831641e-01
-7.50627296e-02 8.40315831e-02]
[ 1.53960562e-01 -5.96307913e-03 -2.29812272e-01 -6.51657470e-02
9.34027874e-02 -3.03987419e-01 7.83358298e-02 -1.65834937e-01
1.27984549e-02 -1.72249011e-01]
[ 2.23922910e-01 -1.96993175e-01 6.92082652e-02 -5.38888383e-03
6.01376153e-02 -4.30518788e-02 3.80087275e-02 -1.35322127e-01
1.26589003e-01 -1.59475845e-01]
[ -1.02695460e-01 -8.27025411e-02 1.22283132e-01 1.12089581e-01
2.03142854e-02 -1.15820900e-01 2.52449680e-01 -7.82234954e-02
1.83804703e-01 6.56366928e-04]
[ -3.88371255e-02 -2.19204861e-01 1.83526496e-01 -3.04956922e-01
-1.96179616e-01 1.32259501e-01 1.19480019e-01 -1.23136269e-01
-1.23622737e-02 1.82907569e-01]]
[[ 0.62953553]
[ 1.73863418]
[ 0.2328823 ]
[ 0.88278523]
[-2.74784998]
[-0.26672384]
[-1.75493813]
[ 0.07662137]
[ 0.69047082]
[ 0.88089526]]
Progress: 47.5% ... Training loss: 0.264 ... Validation loss: 0.449[[ 1.69113308e-01 2.73522603e-01 -1.02211207e-01 1.13378825e-01
-4.87366046e-01 -7.24606870e-02 -9.30619388e-02 1.20681852e-01
-4.67210003e-02 2.10537796e-01]
[ 9.20516371e-03 1.27092054e-01 -2.08927298e-02 4.15109536e-02
9.29775180e-02 -5.16414419e-03 3.35396704e-01 4.05009759e-02
1.38766853e-01 -3.28085008e-02]
[ 2.09186800e-01 7.93283827e-01 1.53486427e-02 -4.04542206e-02
7.60427097e-01 -2.59208791e-02 -9.56398894e-01 -4.02462764e-02
6.68315646e-02 3.02372817e-01]
[ 6.27230401e-02 -4.19575884e-01 -1.88827999e-01 2.17198548e-01
-6.90809075e-03 1.22209931e-01 2.37509648e-01 6.61785267e-02
1.47033652e-01 3.19169899e-01]
[ -2.50795378e-02 7.83716479e-02 -1.47967745e-01 4.57067600e-02
-1.01669231e-01 -1.82021315e-01 9.16459091e-02 -1.16760128e-01
-1.92181740e-01 -5.02576836e-02]
[ -4.02986319e-01 -6.78225641e-01 -3.04949924e-01 1.39469281e-01
-1.70547915e-01 4.46502928e-02 3.85798917e-01 -4.07431579e-02
-3.98247857e-02 -4.41123935e-02]
[ -4.55536090e-03 -2.57824690e-01 9.71007865e-03 9.22391853e-02
-3.78787262e-02 -7.16826828e-02 1.85425409e-01 -1.91627989e-01
1.99700865e-01 4.19277045e-02]
[ 1.09995326e-01 -2.80226213e-01 3.17087308e-02 -7.33428815e-02
-2.05649804e-02 -4.86924710e-02 8.13428719e-02 1.17445384e-01
8.15030001e-02 -1.96192514e-02]
[ -1.76344725e-01 -1.85861127e-01 -3.02130972e-01 -1.92120863e-02
-6.96303428e-02 6.77098884e-02 -9.34763919e-02 -2.95623592e-02
2.68795678e-01 -1.32056252e-01]
[ 2.30201724e-02 -4.46621416e-01 7.23672536e-02 -2.78600117e-02
-2.45821151e-01 -1.05338246e-01 2.32350670e-01 -1.11861250e-01
-9.85323118e-03 5.66224375e-02]
[ -8.23703674e-02 -1.35647519e-01 3.69084771e-03 -1.32476163e-01
-9.48270759e-02 1.16147825e-02 2.40200779e-01 -1.02725071e-01
-2.73131886e-03 -1.13171727e-01]
[ -1.18922531e-01 -2.21411143e-01 -6.81803569e-02 1.89764538e-02
3.04536558e-01 9.76629225e-02 1.70019987e-01 -1.56852749e-02
-1.61373945e-01 -2.02316325e-01]
[ -1.58775031e-01 2.15782556e-03 6.10840783e-02 1.92796392e-02
-1.68738923e-01 -2.18847437e-01 -1.74559352e-01 -1.97268601e-01
8.45538715e-02 1.71141776e-01]
[ -2.86399308e-01 -3.51991945e-01 9.35707741e-02 2.10705498e-01
-1.49546179e-01 -6.29269179e-02 1.09366716e-01 -2.61551303e-01
-2.78572981e-01 -9.51346329e-02]
[ 9.46673918e-02 -2.11876774e-01 -2.52872443e-02 1.08345293e-01
-5.49476764e-02 -8.63473060e-02 2.64526532e-01 1.85214878e-03
1.94969239e-02 -5.91376563e-03]
[ 3.69932045e-02 -1.18146984e-01 -2.10750656e-01 1.49735179e-01
-8.28348116e-02 8.15351377e-02 -2.73742433e-02 -2.00840152e-02
-8.77414374e-02 -3.61113151e-03]
[ -1.18192816e-01 -8.76346811e-02 -2.00765610e-01 1.62247950e-01
-7.07299233e-03 1.32385320e-01 1.00977344e-02 -2.50485034e-01
7.56006223e-02 -1.90923453e-01]
[ -6.05992851e-02 -4.91898839e-02 2.78656326e-01 1.11607818e-01
8.41705621e-02 -6.45897243e-02 -1.21905557e-01 1.21339962e-01
8.49100398e-02 5.10613055e-02]
[ 6.33194726e-02 -9.53397087e-03 8.92410951e-02 9.30513736e-02
1.15285829e-02 -1.79950404e-02 1.94254658e-01 1.20412254e-01
-2.21863148e-02 -5.28146722e-02]
[ 1.45567194e-02 -1.29514058e-01 -2.90988160e-01 -4.69977479e-02
7.83888109e-02 -9.46077862e-02 1.11417695e-01 1.63087627e-01
1.12158162e-01 -2.59058532e-02]
[ 5.19705687e-02 -4.16815365e-02 -1.14553192e-01 5.19312234e-02
-1.37751337e-01 3.18944452e-01 2.73550395e-01 2.04739748e-01
-1.54040283e-01 -5.36572320e-02]
[ 3.20135505e-03 -1.41114446e-02 1.23039397e-01 1.09139619e-01
1.33038737e-02 1.05252507e-01 -9.34562854e-02 -4.17270483e-02
2.19159236e-01 8.61862016e-02]
[ 1.14604998e-01 7.70990736e-02 -4.28253341e-02 -9.19611467e-02
-1.22245916e-01 -3.32080308e-01 1.21038734e-01 8.82268057e-03
1.48435810e-01 9.54507924e-02]
[ -1.02254883e-01 -5.64179446e-02 -1.54604740e-02 2.44801214e-02
-4.04972221e-02 -2.05328486e-01 -5.47821993e-02 -2.00979866e-02
1.98906956e-02 1.28386978e-01]
[ -1.65811815e-01 -1.35327091e-01 -2.05433444e-01 -2.85563826e-02
-2.93937928e-01 2.95502685e-03 6.84434572e-02 -2.60517189e-02
-1.60121517e-02 3.26443787e-02]
[ -2.99641479e-02 -1.37931293e-01 -7.47928331e-02 -1.24752071e-01
5.23694234e-01 2.75099232e-01 6.04085979e-01 1.13164342e-01
-1.80392992e-01 -3.78392148e-01]
[ -1.67066649e-02 -4.49146223e-01 -3.08562582e-02 -7.19976178e-02
6.52573639e-01 1.00045141e-01 5.73528716e-01 9.14348425e-02
3.07891062e-02 -3.87209664e-01]
[ 1.37180359e-02 -5.02522505e-01 -4.28233845e-02 -1.02498478e-01
6.63769393e-01 2.15783116e-02 5.35481752e-01 4.89133402e-02
-3.61008789e-01 -2.16125118e-01]
[ -1.74025306e-01 -6.42629763e-01 -1.04167984e-02 -2.04344877e-01
7.75578925e-01 -9.09759255e-02 6.62875679e-01 -8.32412017e-02
-6.86591652e-02 8.58692676e-02]
[ -3.02782610e-01 -4.71260494e-01 5.36761447e-02 -5.26577603e-02
9.25316434e-01 1.43251219e-01 4.81204268e-01 4.70242708e-02
-9.27369071e-02 -1.40288948e-01]
[ -2.12844608e-01 -3.53418891e-01 2.49658276e-01 -2.48270256e-01
6.82221615e-01 -4.32466181e-02 7.33934167e-01 1.23814175e-02
-2.61794645e-01 -3.18731251e-02]
[ -1.41267263e-01 -2.59822847e-01 -1.84846704e-01 -1.14221630e-01
5.23938873e-01 -2.26368868e-01 2.13604672e-01 1.67603004e-01
-1.90962396e-02 -1.30334872e-01]
[ 9.94056251e-02 2.46761752e-01 1.58914272e-01 -1.08735079e-01
-6.65736628e-02 5.53906672e-02 -1.43939407e-01 2.81101132e-01
6.18603608e-02 1.66802702e-01]
[ 3.51980719e-01 3.47281632e-01 -8.14091627e-02 3.09600744e-01
-8.90504127e-01 -2.86574561e-01 -4.88478856e-01 1.77018475e-01
3.89721853e-01 -2.31893760e-02]
[ 4.93047593e-02 1.27446970e-01 2.54221302e-01 2.49777027e-01
-6.03724473e-02 -1.97290723e-01 -1.79276926e-01 -1.32922850e-01
-1.37062361e-01 -2.87472191e-01]
[ 1.78898547e-02 -9.00500494e-02 -1.21729270e-01 -6.31859216e-02
2.32633565e-01 4.19326386e-02 3.88943345e-03 -1.85733305e-01
2.56773556e-02 1.98439223e-01]
[ -4.31565436e-03 -6.45612702e-02 -6.96949228e-02 -6.12487457e-02
-2.32006956e-03 -1.75977179e-01 9.47198999e-02 9.02193158e-03
2.89612257e-02 -5.85709439e-03]
[ 3.05357690e-02 9.47367229e-02 2.44183922e-01 7.46990627e-02
-2.33585294e-01 -1.37054006e-01 8.84855502e-02 3.93436364e-02
-1.85490294e-01 1.07091897e-01]
[ 7.71552208e-02 5.80839343e-02 1.08823154e-01 1.23006167e-02
-2.51583547e-01 6.58159101e-02 3.69537773e-02 -2.70743368e-01
-1.37540629e-02 -8.31746620e-02]
[ -6.11486991e-03 1.19716844e-01 8.57243631e-02 -2.70267172e-02
-7.37728876e-02 1.78113698e-01 7.17009936e-02 1.18370749e-01
-1.82785627e-02 1.75513733e-01]
[ 2.27216661e-01 9.88783474e-02 3.02635650e-02 8.56004307e-02
-3.10551738e-03 -2.60663521e-02 -2.04754410e-01 1.48722694e-01
-5.06755700e-02 -1.51505266e-02]
[ 4.84438457e-02 3.28644936e-02 1.89415637e-02 4.81740096e-02
-4.50958430e-01 -1.25378178e-01 -2.33546751e-01 4.14683297e-02
1.23710944e-01 1.98237142e-01]
[ 5.73041661e-02 4.97291762e-01 1.27356957e-01 4.35991499e-01
-1.25915986e+00 -3.03687663e-01 -5.71114106e-01 -7.10962591e-02
2.99611970e-01 3.41815806e-01]
[ 1.76002405e-01 4.91100594e-01 6.66858474e-02 4.28908912e-01
-1.01981781e+00 -8.21089577e-02 -4.28744231e-01 1.50808080e-01
2.12405603e-01 4.76815630e-01]
[ 2.52685792e-01 3.34773981e-01 2.47589650e-01 1.54239565e-01
-5.11189467e-01 7.90447630e-02 -2.35128966e-01 1.62652607e-01
2.44866256e-01 8.43303446e-02]
[ -7.26471726e-02 2.40099532e-01 2.41421770e-01 1.76978767e-02
-6.55065386e-02 1.30281309e-01 -1.16074430e-01 -1.51214785e-02
-3.14588717e-02 5.17800841e-02]
[ -9.85356568e-02 1.28968458e-02 2.44765602e-02 9.38827978e-02
-7.06191835e-02 1.15520714e-01 2.31747482e-01 1.99298183e-02
-2.73923138e-01 -9.20015822e-02]
[ -2.23380920e-01 -4.00154546e-02 -9.47211795e-02 -3.47103975e-01
1.87936777e-01 1.19891801e-01 1.12058311e-01 1.03040835e-01
-2.08992916e-01 3.05389022e-02]
[ 8.77957695e-03 -4.18281033e-01 -1.28311585e-01 -1.63059391e-01
3.73925332e-01 2.57413904e-02 1.98851613e-01 1.52186475e-01
-1.66663726e-01 -2.23714621e-01]
[ 8.78772776e-02 -2.74838013e-01 -1.66090035e-01 -5.25104589e-02
-4.72621054e-02 -3.62131461e-02 1.51310809e-01 -1.58201497e-01
9.30003123e-02 -1.91671824e-01]
[ -1.11958490e-01 2.84222951e-02 2.66911979e-01 5.13683576e-03
1.45361846e-01 7.62404587e-02 6.36495605e-02 -2.96485265e-01
-1.03648667e-01 -4.97856413e-02]
[ -3.39403377e-01 6.43123387e-03 1.81531890e-02 -1.40863946e-02
1.39686598e-01 -1.79058780e-01 1.65189994e-02 2.34869629e-01
-7.46637115e-02 8.44808962e-02]
[ 1.52309281e-01 -9.94727497e-03 -2.30427920e-01 -6.75463807e-02
9.89637019e-02 -3.03300357e-01 8.23054042e-02 -1.66043738e-01
1.09123536e-02 -1.74637935e-01]
[ 2.24145666e-01 -1.96360084e-01 6.93242582e-02 -4.95521286e-03
5.88641702e-02 -4.31778925e-02 3.77258897e-02 -1.35282066e-01
1.26884908e-01 -1.59080799e-01]
[ -1.03023678e-01 -8.34255518e-02 1.22164975e-01 1.11656784e-01
2.18170110e-02 -1.15688717e-01 2.53226650e-01 -7.82635696e-02
1.83473874e-01 2.50428704e-04]
[ -3.72531521e-02 -2.14971688e-01 1.84102735e-01 -3.02713623e-01
-2.03518525e-01 1.31576266e-01 1.15186905e-01 -1.22933453e-01
-1.05690156e-02 1.84948048e-01]]
[[ 0.62883773]
[ 1.74322262]
[ 0.23363737]
[ 0.87620004]
[-2.7458012 ]
[-0.2680666 ]
[-1.76585559]
[ 0.07522751]
[ 0.6869167 ]
[ 0.8807973 ]]
Progress: 47.5% ... Training loss: 0.264 ... Validation loss: 0.445[[ 1.67731629e-01 2.70022303e-01 -1.02672478e-01 1.11523980e-01
-4.81182879e-01 -7.19469561e-02 -8.95871807e-02 1.20523280e-01
-4.81299574e-02 2.08800367e-01]
[ 9.38414537e-03 1.27076212e-01 -2.08077123e-02 4.18133259e-02
9.19073256e-02 -5.25013285e-03 3.35276671e-01 4.05277610e-02
1.39002965e-01 -3.24777980e-02]
[ 2.08656983e-01 7.94085960e-01 1.50657085e-02 -4.12544405e-02
7.60728499e-01 -2.57007313e-02 -9.57214040e-01 -4.03373973e-02
6.64391071e-02 3.01679126e-01]
[ 6.45936324e-02 -4.16010321e-01 -1.88126824e-01 2.20106110e-01
-1.45901176e-02 1.21454542e-01 2.33473478e-01 6.64184162e-02
1.49820179e-01 3.22323166e-01]
[ -2.42224919e-02 8.07264603e-02 -1.47614548e-01 4.67728339e-02
-1.03195091e-01 -1.82492392e-01 8.93728132e-02 -1.16654558e-01
-1.91725238e-01 -4.92058521e-02]
[ -4.02595047e-01 -6.78103427e-01 -3.04758163e-01 1.40171045e-01
-1.72117670e-01 4.44348936e-02 3.85556762e-01 -4.06866182e-02
-3.93332029e-02 -4.35276745e-02]
[ -3.17484010e-03 -2.54091073e-01 1.01809845e-02 9.40052973e-02
-4.26439431e-02 -7.23022564e-02 1.81807206e-01 -1.91466845e-01
2.01120510e-01 4.38396571e-02]
[ 1.10107605e-01 -2.80138351e-01 3.17651916e-02 -7.30980603e-02
-2.20062716e-02 -4.87952508e-02 8.07456337e-02 1.17454193e-01
8.17307359e-02 -1.93896527e-02]
[ -1.78736256e-01 -1.92440560e-01 -3.02994661e-01 -2.24115571e-02
-6.21226772e-02 6.86524333e-02 -8.66560382e-02 -2.98456837e-02
2.66821847e-01 -1.35109548e-01]
[ 2.20884076e-02 -4.49596992e-01 7.20332148e-02 -2.91596957e-02
-2.43561021e-01 -1.05082499e-01 2.35375788e-01 -1.11978483e-01
-1.06602450e-02 5.53906398e-02]
[ -8.19523352e-02 -1.35130386e-01 3.87317309e-03 -1.31789947e-01
-9.67255278e-02 1.13806154e-02 2.39334056e-01 -1.02670699e-01
-1.78049416e-03 -1.12346165e-01]
[ -1.18916257e-01 -2.21588439e-01 -6.81732048e-02 1.91031478e-02
3.03906282e-01 9.76461348e-02 1.70224349e-01 -1.56792457e-02
-1.61352623e-01 -2.02237115e-01]
[ -1.58775031e-01 2.15782556e-03 6.10840783e-02 1.92796392e-02
-1.68738923e-01 -2.18847437e-01 -1.74559352e-01 -1.97268601e-01
8.45538715e-02 1.71141776e-01]
[ -2.85756868e-01 -3.51280855e-01 9.38650173e-02 2.11741869e-01
-1.51342900e-01 -6.32556103e-02 1.08583086e-01 -2.61462713e-01
-2.77794939e-01 -9.41258464e-02]
[ 9.41677518e-02 -2.12770447e-01 -2.54755707e-02 1.07685166e-01
-5.38179492e-02 -8.61271783e-02 2.65510660e-01 1.79029843e-03
1.89452572e-02 -6.65459354e-03]
[ 3.78891561e-02 -1.16407608e-01 -2.10433559e-01 1.50837332e-01
-8.57678873e-02 8.11443036e-02 -2.93587621e-02 -1.99744450e-02
-8.68585262e-02 -2.46998613e-03]
[ -1.17961338e-01 -8.68270018e-02 -2.00689570e-01 1.62537364e-01
-7.72533570e-03 1.32295615e-01 9.16636415e-03 -2.50463338e-01
7.58605723e-02 -1.90521789e-01]
[ -6.00294238e-02 -4.74534551e-02 2.78846645e-01 1.12401341e-01
8.16721630e-02 -6.48366695e-02 -1.23470306e-01 1.21407685e-01
8.55304120e-02 5.18064704e-02]
[ 6.25149898e-02 -1.15981053e-02 8.89277393e-02 9.18855428e-02
1.50994624e-02 -1.76874389e-02 1.96651507e-01 1.20310826e-01
-2.30653715e-02 -5.39284837e-02]
[ 1.47057743e-02 -1.29300888e-01 -2.90908714e-01 -4.67038211e-02
7.70015352e-02 -9.47021509e-02 1.10914982e-01 1.63115595e-01
1.12398449e-01 -2.56275707e-02]
[ 5.28294450e-02 -3.93530865e-02 -1.14237110e-01 5.31479750e-02
-1.41736095e-01 3.18567484e-01 2.70932341e-01 2.04830672e-01
-1.53092678e-01 -5.25534547e-02]
[ 1.71228209e-03 -1.81857542e-02 1.22490320e-01 1.07228766e-01
1.90910652e-02 1.05875412e-01 -8.93880696e-02 -4.19043736e-02
2.18037520e-01 8.44924067e-02]
[ 1.13199845e-01 7.32848184e-02 -4.33292881e-02 -9.39214150e-02
-1.18318746e-01 -3.31534623e-01 1.25090646e-01 8.65577580e-03
1.47018597e-01 9.35063888e-02]
[ -1.02232079e-01 -5.63968804e-02 -1.54563234e-02 2.45025649e-02
-4.08549072e-02 -2.05341556e-01 -5.48716120e-02 -2.00959060e-02
1.99089318e-02 1.28405519e-01]
[ -1.65491390e-01 -1.34673715e-01 -2.05300672e-01 -2.81006587e-02
-2.95011237e-01 2.80408042e-03 6.77795583e-02 -2.60095953e-02
-1.56247679e-02 3.31128294e-02]
[ -2.98256611e-02 -1.37738632e-01 -7.47302059e-02 -1.24513768e-01
5.23149862e-01 2.75026196e-01 6.03898536e-01 1.13183873e-01
-1.80221689e-01 -3.78188035e-01]
[ -1.67095798e-02 -4.49803815e-01 -3.08696831e-02 -7.19974572e-02
6.52743009e-01 1.00025381e-01 5.74063352e-01 9.14355493e-02
3.08082726e-02 -3.87230703e-01]
[ 1.36159790e-02 -5.03244037e-01 -4.28545725e-02 -1.02616685e-01
6.64061350e-01 2.16037627e-02 5.36114946e-01 4.89064701e-02
-3.61099000e-01 -2.16213561e-01]
[ -1.74058601e-01 -6.42778174e-01 -1.04267658e-02 -2.04392102e-01
7.75854448e-01 -9.09630846e-02 6.62829439e-01 -8.32442684e-02
-6.86889990e-02 8.57937755e-02]
[ -3.02941289e-01 -4.71780704e-01 5.36281759e-02 -5.28668387e-02
9.25877262e-01 1.43314198e-01 4.81854991e-01 4.70062895e-02
-9.28931676e-02 -1.40424073e-01]
[ -2.13206946e-01 -3.54557529e-01 2.49514335e-01 -2.48785879e-01
6.83448070e-01 -4.30875795e-02 7.35053776e-01 1.23367292e-02
-2.62205729e-01 -3.23577383e-02]
[ -1.41563580e-01 -2.60779277e-01 -1.84951054e-01 -1.14608337e-01
5.25056407e-01 -2.26256199e-01 2.14468638e-01 1.67568114e-01
-1.93985475e-02 -1.30728794e-01]
[ 1.00124538e-01 2.48776919e-01 1.59199314e-01 -1.07651770e-01
-6.99152495e-02 5.50631292e-02 -1.45991950e-01 2.81184493e-01
6.27086164e-02 1.67770727e-01]
[ 3.50899040e-01 3.44443906e-01 -8.18092946e-02 3.07939841e-01
-8.87237855e-01 -2.86163535e-01 -4.85505779e-01 1.76888417e-01
3.88733349e-01 -2.47108840e-02]
[ 4.97915337e-02 1.28497945e-01 2.54409529e-01 2.50430063e-01
-6.20294416e-02 -1.97490732e-01 -1.80447437e-01 -1.32863685e-01
-1.36531627e-01 -2.86782241e-01]
[ 1.78875238e-02 -9.00525109e-02 -1.21730247e-01 -6.31896070e-02
2.32641631e-01 4.19337380e-02 3.89308904e-03 -1.85733576e-01
2.56746439e-02 1.98435889e-01]
[ -3.97511023e-03 -6.35388720e-02 -6.95658799e-02 -6.07632445e-02
-3.63704727e-03 -1.76136329e-01 9.37625282e-02 9.06399220e-03
2.93126268e-02 -5.37403377e-03]
[ 3.00092976e-02 9.39357803e-02 2.43965994e-01 7.39400545e-02
-2.31823911e-01 -1.36860583e-01 8.94663451e-02 3.92774493e-02
-1.86095491e-01 1.06230253e-01]
[ 7.72210043e-02 5.80228108e-02 1.08855632e-01 1.24417673e-02
-2.51498061e-01 6.57695420e-02 3.70174638e-02 -2.70732565e-01
-1.36740642e-02 -8.30420874e-02]
[ -6.00268416e-03 1.20400707e-01 8.57633852e-02 -2.69240743e-02
-7.43153349e-02 1.78052315e-01 7.10510083e-02 1.18378398e-01
-1.81407649e-02 1.75686623e-01]
[ 2.27288639e-01 9.90723587e-02 3.02860729e-02 8.56796921e-02
-3.38871225e-03 -2.60909132e-02 -2.05044066e-01 1.48728822e-01
-5.06192876e-02 -1.50784359e-02]
[ 4.80546251e-02 3.19577140e-02 1.88016585e-02 4.76694212e-02
-4.49418169e-01 -1.25216053e-01 -2.32514021e-01 4.14235032e-02
1.23296999e-01 1.97777540e-01]
[ 5.66643878e-02 4.95624883e-01 1.27124608e-01 4.35293666e-01
-1.25723014e+00 -3.03406199e-01 -5.69476985e-01 -7.11784230e-02
2.99242413e-01 3.41140359e-01]
[ 1.76091750e-01 4.91207286e-01 6.67229044e-02 4.29012326e-01
-1.01991692e+00 -8.21514813e-02 -4.28874122e-01 1.50820020e-01
2.12515922e-01 4.76948454e-01]
[ 2.53074733e-01 3.35739742e-01 2.47733446e-01 1.54804556e-01
-5.12971416e-01 7.88723831e-02 -2.36019946e-01 1.62698445e-01
2.45304983e-01 8.48705684e-02]
[ -7.23173652e-02 2.40810214e-01 2.41555216e-01 1.81935723e-02
-6.70458287e-02 1.30141299e-01 -1.16864752e-01 -1.50779615e-02
-3.10567917e-02 5.22590047e-02]
[ -9.83865937e-02 1.33185157e-02 2.45335028e-02 9.40866789e-02
-7.12194160e-02 1.15457458e-01 2.31329261e-01 1.99489057e-02
-2.73756060e-01 -9.17717799e-02]
[ -2.23300470e-01 -3.98326501e-02 -9.46924218e-02 -3.47007257e-01
1.87648659e-01 1.19856935e-01 1.11889559e-01 1.03050606e-01
-2.08903551e-01 3.06503735e-02]
[ 8.89492538e-03 -4.18044731e-01 -1.28272963e-01 -1.62891372e-01
3.73418150e-01 2.56889101e-02 1.98473094e-01 1.52201089e-01
-1.66531490e-01 -2.23537422e-01]
[ 8.74661340e-02 -2.75901541e-01 -1.66228475e-01 -5.30798553e-02
-4.64549941e-02 -3.60640318e-02 1.52456620e-01 -1.58250554e-01
9.26004505e-02 -1.92190855e-01]
[ -1.11517219e-01 2.89585297e-02 2.67078593e-01 5.72190607e-03
1.43953952e-01 7.60593910e-02 6.29649339e-02 -2.96434239e-01
-1.03143903e-01 -4.91441810e-02]
[ -3.39918595e-01 5.23106402e-03 1.79733031e-02 -1.47255012e-02
1.41294203e-01 -1.78887856e-01 1.77997290e-02 2.34804726e-01
-7.51649337e-02 8.38358392e-02]
[ 1.53251507e-01 -7.99195534e-03 -2.30072951e-01 -6.61026218e-02
9.44712115e-02 -3.03728907e-01 8.00567958e-02 -1.65925128e-01
1.20290292e-02 -1.73322616e-01]
[ 2.24025901e-01 -1.96896308e-01 6.92777697e-02 -5.13553345e-03
5.93749218e-02 -4.31319860e-02 3.81155643e-02 -1.35296358e-01
1.26744555e-01 -1.59253185e-01]
[ -1.03934944e-01 -8.56868867e-02 1.21835852e-01 1.10426803e-01
2.54486264e-02 -1.15356021e-01 2.55314735e-01 -7.83668096e-02
1.82711247e-01 -8.52682441e-04]
[ -3.71867150e-02 -2.15037723e-01 1.84130528e-01 -3.02610421e-01
-2.04443823e-01 1.31492034e-01 1.15578597e-01 -1.22928427e-01
-1.02212576e-02 1.85103827e-01]]
[[ 0.62731118]
[ 1.74069047]
[ 0.23239794]
[ 0.87568617]
[-2.74461702]
[-0.26683928]
[-1.76454278]
[ 0.07344769]
[ 0.6836989 ]
[ 0.87944336]]
Progress: 47.6% ... Training loss: 0.264 ... Validation loss: 0.448[[ 1.67617639e-01 2.70287099e-01 -1.02690204e-01 1.11378555e-01
-4.80452318e-01 -7.19047150e-02 -8.92512598e-02 1.20522691e-01
-4.82503327e-02 2.08871569e-01]
[ 9.59861287e-03 1.27510578e-01 -2.07242227e-02 4.21260399e-02
9.13387395e-02 -5.34264199e-03 3.34772433e-01 4.05534313e-02
1.39216371e-01 -3.21609787e-02]
[ 2.07444481e-01 7.91835442e-01 1.46018975e-02 -4.29377839e-02
7.66812774e-01 -2.51857554e-02 -9.56159730e-01 -4.04808799e-02
6.49300839e-02 3.00105484e-01]
[ 6.54860357e-02 -4.14235111e-01 -1.87728265e-01 2.21405652e-01
-1.79510891e-02 1.21044555e-01 2.31879054e-01 6.65223226e-02
1.50746762e-01 3.23494794e-01]
[ -2.53063458e-02 7.81144343e-02 -1.48040356e-01 4.51602154e-02
-9.93952192e-02 -1.82018235e-01 9.19987620e-02 -1.16794059e-01
-1.92742618e-01 -5.08003012e-02]
[ -4.02921169e-01 -6.78873893e-01 -3.04901563e-01 1.39661078e-01
-1.71839057e-01 4.46063511e-02 3.86520890e-01 -4.07344735e-02
-3.97653880e-02 -4.40746512e-02]
[ -2.72830313e-03 -2.52980054e-01 1.03522016e-02 9.46893901e-02
-4.44378756e-02 -7.25025192e-02 1.80843113e-01 -1.91399565e-01
2.01594937e-01 4.45835421e-02]
[ 1.09273277e-01 -2.81940554e-01 3.14619407e-02 -7.42760886e-02
-1.87178671e-02 -4.84456107e-02 8.17826197e-02 1.17347754e-01
8.07195230e-02 -2.04696364e-02]
[ -1.77983060e-01 -1.90274966e-01 -3.02709968e-01 -2.13356749e-02
-6.60105319e-02 6.83306043e-02 -8.85602659e-02 -2.97595822e-02
2.67695913e-01 -1.34070378e-01]
[ 2.18339274e-02 -4.49855579e-01 7.19289339e-02 -2.94864152e-02
-2.43874966e-01 -1.04969795e-01 2.35259629e-01 -1.12008848e-01
-1.09792173e-02 5.52196363e-02]
[ -8.20452904e-02 -1.34958553e-01 3.84859466e-03 -1.31902318e-01
-9.66816808e-02 1.14141551e-02 2.39436512e-01 -1.02679108e-01
-1.91229914e-03 -1.12503370e-01]
[ -1.18529539e-01 -2.20797742e-01 -6.80350863e-02 1.96142175e-02
3.02061610e-01 9.74988963e-02 1.69370846e-01 -1.56413849e-02
-1.60996751e-01 -2.01752812e-01]
[ -1.58775031e-01 2.15782556e-03 6.10840783e-02 1.92796392e-02
-1.68738923e-01 -2.18847437e-01 -1.74559352e-01 -1.97268601e-01
8.45538715e-02 1.71141776e-01]
[ -2.86114769e-01 -3.51788005e-01 9.37217962e-02 2.11217291e-01
-1.50909393e-01 -6.30917684e-02 1.09205117e-01 -2.61507786e-01
-2.78205105e-01 -9.46557466e-02]
[ 9.42956147e-02 -2.12683788e-01 -2.54218520e-02 1.07857998e-01
-5.40348665e-02 -8.61855441e-02 2.65424923e-01 1.80579812e-03
1.90872274e-02 -6.47319790e-03]
[ 3.78405931e-02 -1.16635581e-01 -2.10461068e-01 1.50766259e-01
-8.59388677e-02 8.11659086e-02 -2.92709764e-02 -1.99806772e-02
-8.69204161e-02 -2.53915392e-03]
[ -1.18215751e-01 -8.77011899e-02 -2.00775815e-01 1.62176185e-01
-6.42066033e-03 1.32404751e-01 1.00380422e-02 -2.50490070e-01
7.56160129e-02 -1.90809490e-01]
[ -5.92132544e-02 -4.54618908e-02 2.79144271e-01 1.13629328e-01
7.84199350e-02 -6.51840865e-02 -1.25336246e-01 1.21509935e-01
8.64549069e-02 5.29957272e-02]
[ 6.20476610e-02 -1.24289513e-02 8.87507471e-02 9.11208024e-02
1.72988288e-02 -1.74791481e-02 1.97475829e-01 1.20253383e-01
-2.37080392e-02 -5.45950103e-02]
[ 1.40888108e-02 -1.31005696e-01 -2.91154791e-01 -4.75837099e-02
7.96545171e-02 -9.44183689e-02 1.12137508e-01 1.63036326e-01
1.11648397e-01 -2.64749012e-02]
[ 5.29567428e-02 -3.89859161e-02 -1.14189028e-01 5.33335510e-02
-1.42269496e-01 3.18507773e-01 2.70618894e-01 2.04845930e-01
-1.52947842e-01 -5.23968206e-02]
[ 2.31473938e-03 -1.63440154e-02 1.22747816e-01 1.08169953e-01
1.60248677e-02 1.05580009e-01 -9.13203999e-02 -4.18275956e-02
2.18731907e-01 8.54418603e-02]
[ 1.13462275e-01 7.40752605e-02 -4.32350556e-02 -9.35650319e-02
-1.19569370e-01 -3.31642567e-01 1.24316445e-01 8.68465406e-03
1.47308447e-01 9.38871672e-02]
[ -1.02201805e-01 -5.62905847e-02 -1.54393690e-02 2.45654904e-02
-4.15471041e-02 -2.05361735e-01 -5.49471604e-02 -2.00933285e-02
1.99850050e-02 1.28419543e-01]
[ -1.65673432e-01 -1.35008677e-01 -2.05379476e-01 -2.83741109e-02
-2.94533992e-01 2.90544949e-03 6.83312119e-02 -2.60370002e-02
-1.58819494e-02 3.27980071e-02]
[ -3.00470342e-02 -1.38352957e-01 -7.48114163e-02 -1.24819448e-01
5.24132297e-01 2.75114187e-01 6.04487957e-01 1.13162499e-01
-1.80444700e-01 -3.78397350e-01]
[ -1.64226407e-02 -4.49320967e-01 -3.07601666e-02 -7.15820329e-02
6.51946405e-01 9.98987387e-02 5.73543178e-01 9.14709516e-02
3.11149806e-02 -3.86834276e-01]
[ 1.34695010e-02 -5.03680774e-01 -4.29093415e-02 -1.02809108e-01
6.64568398e-01 2.16675927e-02 5.36524566e-01 4.88892830e-02
-3.61267590e-01 -2.16420281e-01]
[ -1.74155373e-01 -6.43065078e-01 -1.04542714e-02 -2.04495992e-01
7.76232218e-01 -9.09334561e-02 6.63059083e-01 -8.32527018e-02
-6.87959663e-02 8.56749409e-02]
[ -3.03203833e-01 -4.72354569e-01 5.35343693e-02 -5.32304661e-02
9.26899463e-01 1.43423929e-01 4.82499384e-01 4.69755123e-02
-9.31716497e-02 -1.40764062e-01]
[ -2.13202825e-01 -3.54474220e-01 2.49517554e-01 -2.48780703e-01
6.83583277e-01 -4.30908890e-02 7.34966201e-01 1.23373721e-02
-2.62200332e-01 -3.23496667e-02]
[ -1.41233377e-01 -2.60196488e-01 -1.84827104e-01 -1.14148496e-01
5.23728979e-01 -2.26405421e-01 2.13784913e-01 1.67609200e-01
-1.90200705e-02 -1.30230335e-01]
[ 1.00277585e-01 2.48982618e-01 1.59256965e-01 -1.07443208e-01
-7.02361342e-02 5.49965107e-02 -1.46197393e-01 2.81202694e-01
6.28747201e-02 1.67988335e-01]
[ 3.51026844e-01 3.45132199e-01 -8.17472719e-02 3.08157911e-01
-8.87861271e-01 -2.86229984e-01 -4.85940274e-01 1.76907174e-01
3.88848948e-01 -2.45188928e-02]
[ 5.01527186e-02 1.29219857e-01 2.54547366e-01 2.50928576e-01
-6.30525099e-02 -1.97639399e-01 -1.81135603e-01 -1.32822503e-01
-1.36124470e-01 -2.86305011e-01]
[ 1.83041327e-02 -8.91199064e-02 -1.21590319e-01 -6.26527401e-02
2.30929589e-01 4.17728211e-02 2.79645984e-03 -1.85690962e-01
2.61041484e-02 1.99003601e-01]
[ -3.61991152e-03 -6.26310534e-02 -6.94367004e-02 -6.02923024e-02
-5.18293205e-03 -1.76281230e-01 9.26947761e-02 9.09759654e-03
2.96703358e-02 -4.90897208e-03]
[ 2.98669866e-02 9.37516504e-02 2.43904621e-01 7.37203590e-02
-2.31534476e-01 -1.36794377e-01 8.96256644e-02 3.92583374e-02
-1.86263079e-01 1.06005859e-01]
[ 7.71151187e-02 5.80094227e-02 1.08815529e-01 1.22794003e-02
-2.51345136e-01 6.58147568e-02 3.68708150e-02 -2.70743238e-01
-1.38190628e-02 -8.32495372e-02]
[ -6.17408959e-03 1.19979083e-01 8.56961570e-02 -2.71913461e-02
-7.36363619e-02 1.78131916e-01 7.14656977e-02 1.18356802e-01
-1.83390437e-02 1.75422404e-01]
[ 2.27477840e-01 9.95695463e-02 3.03457681e-02 8.59032438e-02
-4.41833112e-03 -2.61630598e-02 -2.05486225e-01 1.48747598e-01
-5.04341221e-02 -1.48432339e-02]
[ 4.78520068e-02 3.15258725e-02 1.87287881e-02 4.74318905e-02
-4.48870897e-01 -1.25141760e-01 -2.32269304e-01 4.14002369e-02
1.23079109e-01 1.97507278e-01]
[ 5.60179783e-02 4.94053759e-01 1.26865259e-01 4.34357214e-01
-1.25536026e+00 -3.03105555e-01 -5.67766196e-01 -7.12624750e-02
2.98517947e-01 3.40192367e-01]
[ 1.76449199e-01 4.92248049e-01 6.68403235e-02 4.29560368e-01
-1.02189472e+00 -8.22971563e-02 -4.29662349e-01 1.50866695e-01
2.12900486e-01 4.77485749e-01]
[ 2.52785051e-01 3.35537385e-01 2.47644106e-01 1.54437090e-01
-5.12494983e-01 7.89814168e-02 -2.35594523e-01 1.62666962e-01
2.44996822e-01 8.45121690e-02]
[ -7.27862337e-02 2.39620299e-01 2.41384384e-01 1.75240798e-02
-6.49438508e-02 1.30346894e-01 -1.15716759e-01 -1.51327111e-02
-3.15829353e-02 5.16667109e-02]
[ -9.81903066e-02 1.38974189e-02 2.46079917e-02 9.43637641e-02
-7.20801295e-02 1.15373953e-01 2.30733454e-01 1.99723557e-02
-2.73537810e-01 -9.14924371e-02]
[ -2.23336498e-01 -3.99609383e-02 -9.47025077e-02 -3.47053362e-01
1.87806889e-01 1.19872278e-01 1.11979127e-01 1.03046744e-01
-2.08941181e-01 3.06102041e-02]
[ 8.94654105e-03 -4.18008415e-01 -1.28250137e-01 -1.62809464e-01
3.73221045e-01 2.56688575e-02 1.98297114e-01 1.52206350e-01
-1.66478823e-01 -2.23475692e-01]
[ 8.75853134e-02 -2.75273676e-01 -1.66203555e-01 -5.29055901e-02
-4.85511436e-02 -3.60758500e-02 1.51980436e-01 -1.58249013e-01
9.28309875e-02 -1.92046986e-01]
[ -1.11625777e-01 2.86103385e-02 2.67046454e-01 5.60115865e-03
1.44380812e-01 7.60970372e-02 6.32182677e-02 -2.96443820e-01
-1.03268513e-01 -4.92671342e-02]
[ -3.40248097e-01 4.30330094e-03 1.78451862e-02 -1.52163329e-02
1.42721111e-01 -1.78731157e-01 1.87901751e-02 2.34758909e-01
-7.55718498e-02 8.33419301e-02]
[ 1.54031810e-01 -5.42718934e-03 -2.29748198e-01 -6.49404305e-02
9.10105264e-02 -3.04097101e-01 7.74637615e-02 -1.65824210e-01
1.27992408e-02 -1.72254307e-01]
[ 2.23830650e-01 -1.97608131e-01 6.91947087e-02 -5.37141772e-03
5.98405101e-02 -4.30690845e-02 3.89250847e-02 -1.35302774e-01
1.26514369e-01 -1.59431065e-01]
[ -1.03526076e-01 -8.49552670e-02 1.21992518e-01 1.10928378e-01
2.44222130e-02 -1.15537551e-01 2.54377095e-01 -7.83206806e-02
1.83088296e-01 -2.67601831e-04]
[ -3.78224716e-02 -2.16270253e-01 1.83876765e-01 -3.03529010e-01
-2.02294700e-01 1.31795336e-01 1.16664949e-01 -1.23016115e-01
-1.09322485e-02 1.84257406e-01]]
[[ 0.62756275]
[ 1.73916471]
[ 0.23179709]
[ 0.87635197]
[-2.74492143]
[-0.26689176]
[-1.76329819]
[ 0.07367187]
[ 0.68498197]
[ 0.87873849]]
Progress: 47.6% ... Training loss: 0.264 ... Validation loss: 0.449[[ 1.66632167e-01 2.67729536e-01 -1.03114609e-01 1.09717960e-01
-4.74998455e-01 -7.14341267e-02 -8.71659391e-02 1.20394265e-01
-4.93386707e-02 2.07478302e-01]
[ 9.66065554e-03 1.27669338e-01 -2.06956598e-02 4.22138537e-02
9.10019914e-02 -5.36946864e-03 3.34610808e-01 4.05609874e-02
1.39269532e-01 -3.20770012e-02]
[ 2.05304397e-01 7.87582070e-01 1.37079472e-02 -4.64443149e-02
7.76030590e-01 -2.41698803e-02 -9.52309433e-01 -4.07690733e-02
6.22950738e-02 2.96896222e-01]
[ 6.59784821e-02 -4.14879222e-01 -1.87562314e-01 2.22107868e-01
-1.89739163e-02 1.20947998e-01 2.32795830e-01 6.65776280e-02
1.51393415e-01 3.24248665e-01]
[ -2.44576529e-02 7.94894644e-02 -1.47773265e-01 4.63305225e-02
-1.03056243e-01 -1.82295228e-01 8.94761271e-02 -1.16687092e-01
-1.91790157e-01 -4.95310201e-02]
[ -4.02106271e-01 -6.77617545e-01 -3.04601963e-01 1.40785621e-01
-1.74782766e-01 4.42272294e-02 3.84990818e-01 -4.06336386e-02
-3.88584872e-02 -4.29177229e-02]
[ -3.43598058e-03 -2.54663607e-01 1.01090146e-02 9.37546105e-02
-4.16592423e-02 -7.22261524e-02 1.82336218e-01 -1.91482151e-01
2.00915865e-01 4.38314568e-02]
[ 1.08277545e-01 -2.84803080e-01 3.10389488e-02 -7.59438262e-02
-1.49236118e-02 -4.79573860e-02 8.43555834e-02 1.17214185e-01
7.95400082e-02 -2.20939487e-02]
[ -1.78036450e-01 -1.90743700e-01 -3.02728109e-01 -2.13780581e-02
-6.60428881e-02 6.83485556e-02 -8.79216398e-02 -2.97637237e-02
2.67533855e-01 -1.34128412e-01]
[ 2.15561267e-02 -4.50301720e-01 7.18097931e-02 -3.00300999e-02
-2.43625432e-01 -1.04893934e-01 2.35287125e-01 -1.12048224e-01
-1.14937672e-02 5.46254640e-02]
[ -8.29899095e-02 -1.38523458e-01 3.48404847e-03 -1.33248973e-01
-9.20749635e-02 1.18294729e-02 2.43044611e-01 -1.02792278e-01
-2.82870797e-03 -1.13593871e-01]
[ -1.18249021e-01 -2.20545161e-01 -6.79361190e-02 1.99842003e-02
3.00802182e-01 9.74111392e-02 1.68909872e-01 -1.56083010e-02
-1.60679535e-01 -2.01345643e-01]
[ -1.58775031e-01 2.15782556e-03 6.10840783e-02 1.92796392e-02
-1.68738923e-01 -2.18847437e-01 -1.74559352e-01 -1.97268601e-01
8.45538715e-02 1.71141776e-01]
[ -2.86007136e-01 -3.51644118e-01 9.37706797e-02 2.11397515e-01
-1.51435315e-01 -6.31490655e-02 1.08996465e-01 -2.61491859e-01
-2.78064063e-01 -9.45065830e-02]
[ 9.42734697e-02 -2.12715831e-01 -2.54188725e-02 1.07838902e-01
-5.41379894e-02 -8.61956588e-02 2.65470231e-01 1.80403554e-03
1.90520599e-02 -6.47869161e-03]
[ 3.86441407e-02 -1.15445005e-01 -2.10172962e-01 1.51841293e-01
-8.88843910e-02 8.08190475e-02 -3.07290072e-02 -1.98835625e-02
-8.60309142e-02 -1.40383231e-03]
[ -1.17618971e-01 -8.63410908e-02 -2.00562049e-01 1.63023568e-01
-8.89159778e-03 1.32137080e-01 8.42783127e-03 -2.50421838e-01
7.62834508e-02 -1.89956180e-01]
[ -6.04823972e-02 -4.82259584e-02 2.78691252e-01 1.11855034e-01
8.37786636e-02 -6.46462360e-02 -1.22453824e-01 1.21359599e-01
8.51234236e-02 5.13711264e-02]
[ 6.21600003e-02 -1.24154142e-02 8.87858266e-02 9.13314300e-02
1.67566574e-02 -1.75268738e-02 1.97251730e-01 1.20269711e-01
-2.35689206e-02 -5.43628969e-02]
[ 1.38079026e-02 -1.31541289e-01 -2.91292569e-01 -4.81766439e-02
8.05999150e-02 -9.42650476e-02 1.12500122e-01 1.62993699e-01
1.11257096e-01 -2.71109205e-02]
[ 5.24827700e-02 -4.04705796e-02 -1.14380832e-01 5.25993286e-02
-1.40357720e-01 3.18727527e-01 2.72011577e-01 2.04783099e-01
-1.53508528e-01 -5.30805907e-02]
[ 1.85836875e-03 -1.74545682e-02 1.22576808e-01 1.07502380e-01
1.78796385e-02 1.05778554e-01 -8.99100545e-02 -4.18820165e-02
2.18199896e-01 8.48079459e-02]
[ 1.13626322e-01 7.44206185e-02 -4.31830907e-02 -9.33424740e-02
-1.19945043e-01 -3.31705321e-01 1.23994837e-01 8.70293913e-03
1.47426348e-01 9.40832604e-02]
[ -1.02314126e-01 -5.68347128e-02 -1.54748756e-02 2.44412494e-02
-4.12564362e-02 -2.05328249e-01 -5.44882880e-02 -2.01021688e-02
1.98802467e-02 1.28306321e-01]
[ -1.65784819e-01 -1.35349552e-01 -2.05415860e-01 -2.85179345e-02
-2.94335159e-01 2.95833711e-03 6.87761897e-02 -2.60515307e-02
-1.59952883e-02 3.26515216e-02]
[ -3.02680475e-02 -1.39319668e-01 -7.48869848e-02 -1.25132934e-01
5.25031331e-01 2.75207870e-01 6.05549735e-01 1.13135818e-01
-1.80713741e-01 -3.78785460e-01]
[ -1.65884156e-02 -4.49721698e-01 -3.08217569e-02 -7.18118818e-02
6.52710955e-01 9.99695486e-02 5.74035638e-01 9.14508002e-02
3.09471745e-02 -3.87098750e-01]
[ 1.35375110e-02 -5.03624012e-01 -4.28828376e-02 -1.02707682e-01
6.64226577e-01 2.16359227e-02 5.36452911e-01 4.88980380e-02
-3.61189066e-01 -2.16318992e-01]
[ -1.74150570e-01 -6.43079821e-01 -1.04517969e-02 -2.04486160e-01
7.76199016e-01 -9.09364150e-02 6.63074122e-01 -8.32519059e-02
-6.87874254e-02 8.56837411e-02]
[ -3.03086428e-01 -4.72218246e-01 5.35889137e-02 -5.30119974e-02
9.26225177e-01 1.43360600e-01 4.82292606e-01 4.69938364e-02
-9.30035412e-02 -1.40561930e-01]
[ -2.13309743e-01 -3.54738824e-01 2.49477946e-01 -2.48923177e-01
6.84022827e-01 -4.30400146e-02 7.35223722e-01 1.23235485e-02
-2.62321922e-01 -3.24622873e-02]
[ -1.41760028e-01 -2.61498774e-01 -1.85014885e-01 -1.14878912e-01
5.25897032e-01 -2.26180886e-01 2.15282181e-01 1.67548715e-01
-1.95318371e-02 -1.30925358e-01]
[ 1.00133511e-01 2.48651451e-01 1.59205550e-01 -1.07645004e-01
-6.96057140e-02 5.50570344e-02 -1.45827528e-01 2.81185505e-01
6.27168722e-02 1.67773446e-01]
[ 3.51026844e-01 3.45132199e-01 -8.17472719e-02 3.08157911e-01
-8.87861271e-01 -2.86229984e-01 -4.85940274e-01 1.76907174e-01
3.88848948e-01 -2.45188928e-02]
[ 5.01671785e-02 1.29201646e-01 2.54553403e-01 2.50947613e-01
-6.30944253e-02 -1.97647315e-01 -1.81125312e-01 -1.32820428e-01
-1.36106683e-01 -2.86285437e-01]
[ 1.80032039e-02 -8.98946704e-02 -1.21701867e-01 -6.30755577e-02
2.32134579e-01 4.19002732e-02 3.57951524e-03 -1.85724013e-01
2.57740963e-02 1.98602349e-01]
[ -3.26161671e-03 -6.18831482e-02 -6.93208071e-02 -5.98058649e-02
-6.54269343e-03 -1.76425568e-01 9.19499328e-02 9.13834876e-03
3.00463188e-02 -4.43400794e-03]
[ 3.03889857e-02 9.43599056e-02 2.44068690e-01 7.43765643e-02
-2.32842247e-01 -1.37012770e-01 8.87659888e-02 3.93193124e-02
-1.85699419e-01 1.06709670e-01]
[ 7.67077112e-02 5.74356800e-02 1.08649638e-01 1.16845094e-02
-2.49418175e-01 6.59829790e-02 3.74024941e-02 -2.70794682e-01
-1.43005502e-02 -8.38437301e-02]
[ -6.06813139e-03 1.20140430e-01 8.57539510e-02 -2.70623990e-02
-7.44094305e-02 1.78063460e-01 7.14995423e-02 1.18374190e-01
-1.81693765e-02 1.75520758e-01]
[ 2.27652556e-01 9.97095938e-02 3.03877602e-02 8.60397625e-02
-4.66296830e-03 -2.62393117e-02 -2.06089645e-01 1.48757087e-01
-5.02962849e-02 -1.46519291e-02]
[ 4.79455244e-02 3.18120540e-02 1.87595541e-02 4.75433629e-02
-4.49378705e-01 -1.25191470e-01 -2.32475741e-01 4.14106785e-02
1.23090647e-01 1.97615218e-01]
[ 5.57713551e-02 4.93021768e-01 1.26763669e-01 4.33958748e-01
-1.25519958e+00 -3.02960524e-01 -5.66825310e-01 -7.12957087e-02
2.98242701e-01 3.39916799e-01]
[ 1.76196859e-01 4.92119737e-01 6.67439391e-02 4.29191795e-01
-1.02082826e+00 -8.21876984e-02 -4.29574562e-01 1.50832512e-01
2.12592664e-01 4.77172023e-01]
[ 2.53177525e-01 3.36301489e-01 2.47796047e-01 1.55037968e-01
-5.14407975e-01 7.88107737e-02 -2.36591075e-01 1.62718595e-01
2.45430613e-01 8.51475563e-02]
[ -7.27601402e-02 2.39714030e-01 2.41398586e-01 1.75584389e-02
-6.50847961e-02 1.30337459e-01 -1.15820501e-01 -1.51301330e-02
-3.15526095e-02 5.17000037e-02]
[ -9.83344413e-02 1.35973794e-02 2.45555228e-02 9.41571249e-02
-7.15273025e-02 1.15440306e-01 2.31003722e-01 1.99549796e-02
-2.73696449e-01 -9.16935079e-02]
[ -2.23683913e-01 -4.07775651e-02 -9.48305314e-02 -3.47533914e-01
1.89126635e-01 1.20020521e-01 1.12784845e-01 1.03006911e-01
-2.09320193e-01 3.01512443e-02]
[ 8.99018685e-03 -4.17837607e-01 -1.28229205e-01 -1.62743443e-01
3.73022807e-01 2.56501936e-02 1.98107377e-01 1.52211133e-01
-1.66428020e-01 -2.23410159e-01]
[ 8.89829945e-02 -2.72187480e-01 -1.65724969e-01 -5.10518909e-02
-5.35139196e-02 -3.66585393e-02 1.48787848e-01 -1.58091317e-01
9.43461068e-02 -1.90140011e-01]
[ -1.11727772e-01 2.77582770e-02 2.67009107e-01 5.42144716e-03
1.44842942e-01 7.62011965e-02 6.36717114e-02 -2.96455020e-01
-1.03454371e-01 -4.93811711e-02]
[ -3.40769942e-01 3.13392244e-03 1.76599070e-02 -1.59076713e-02
1.44325850e-01 -1.78542431e-01 2.00461696e-02 2.34697009e-01
-7.61020783e-02 8.26124351e-02]
[ 1.53235829e-01 -7.66927853e-03 -2.30049072e-01 -6.61319832e-02
9.39049906e-02 -3.03764131e-01 7.96884983e-02 -1.65921518e-01
1.18719559e-02 -1.73402247e-01]
[ 2.23081071e-01 -1.99524578e-01 6.88975451e-02 -6.48862146e-03
6.30172913e-02 -4.27353492e-02 4.06799733e-02 -1.35393782e-01
1.25652261e-01 -1.60549743e-01]
[ -1.04033051e-01 -8.63636255e-02 1.21799118e-01 1.10231387e-01
2.62716267e-02 -1.15338625e-01 2.55531870e-01 -7.83817259e-02
1.82500104e-01 -9.43625131e-04]
[ -3.74856788e-02 -2.15526580e-01 1.84027524e-01 -3.03026268e-01
-2.03722630e-01 1.31622930e-01 1.16188320e-01 -1.22970812e-01
-1.04674406e-02 1.84859101e-01]]
[[ 0.62311085]
[ 1.7330527 ]
[ 0.22732196]
[ 0.87376252]
[-2.75113945]
[-0.26903973]
[-1.76367123]
[ 0.06973407]
[ 0.68058346]
[ 0.8740527 ]]
Progress: 47.7% ... Training loss: 0.265 ... Validation loss: 0.453[[ 1.65325405e-01 2.65300973e-01 -1.03633508e-01 1.07737833e-01
-4.67568832e-01 -7.09064090e-02 -8.52977506e-02 1.20260475e-01
-5.08313296e-02 2.05752281e-01]
[ 9.43800788e-03 1.27104060e-01 -2.07652989e-02 4.19235987e-02
9.19253326e-02 -5.27179846e-03 3.35192545e-01 4.05396166e-02
1.39035076e-01 -3.23642272e-02]
[ 2.03415325e-01 7.83375572e-01 1.29915547e-02 -4.92838896e-02
7.84706761e-01 -2.34310959e-02 -9.47925169e-01 -4.09822027e-02
6.02304087e-02 2.94217011e-01]
[ 6.95715888e-02 -4.08136870e-01 -1.86242510e-01 2.27367903e-01
-3.41493914e-02 1.19460762e-01 2.24267445e-01 6.69762699e-02
1.55048205e-01 3.29306058e-01]
[ -2.86256814e-02 7.04788520e-02 -1.49263570e-01 4.04818829e-02
-8.76739743e-02 -1.80509010e-01 1.00845225e-01 -1.17144451e-01
-1.95945638e-01 -5.53948381e-02]
[ -4.02516877e-01 -6.78269134e-01 -3.04773040e-01 1.40182017e-01
-1.73559627e-01 4.44199305e-02 3.85321061e-01 -4.06768681e-02
-3.93293530e-02 -4.34623824e-02]
[ -2.28675831e-03 -2.51883403e-01 1.05079704e-02 9.52564189e-02
-4.45574283e-02 -7.27589116e-02 1.79261138e-01 -1.91343505e-01
2.02029577e-01 4.54958143e-02]
[ 1.07233330e-01 -2.87376869e-01 3.06484991e-02 -7.74417809e-02
-1.03779371e-02 -4.75213836e-02 8.67131665e-02 1.17098028e-01
7.84105552e-02 -2.35061635e-02]
[ -1.77001908e-01 -1.88837948e-01 -3.02346563e-01 -1.98988038e-02
-7.00924478e-02 6.79146001e-02 -9.01840980e-02 -2.96461251e-02
2.68560626e-01 -1.32698333e-01]
[ 2.14676864e-02 -4.49605562e-01 7.17168510e-02 -3.03976791e-02
-2.41715148e-01 -1.04876426e-01 2.33896830e-01 -1.12048847e-01
-1.17137038e-02 5.45643228e-02]
[ -8.21014124e-02 -1.37576340e-01 3.81485900e-03 -1.31974435e-01
-9.55527559e-02 1.14374777e-02 2.41699535e-01 -1.02687036e-01
-1.99440497e-03 -1.12343206e-01]
[ -1.18320135e-01 -2.20727859e-01 -6.79550129e-02 1.99567460e-02
3.01190759e-01 9.74476151e-02 1.68995531e-01 -1.56160612e-02
-1.60753738e-01 -2.01397604e-01]
[ -1.58775031e-01 2.15782556e-03 6.10840783e-02 1.92796392e-02
-1.68738923e-01 -2.18847437e-01 -1.74559352e-01 -1.97268601e-01
8.45538715e-02 1.71141776e-01]
[ -2.86422991e-01 -3.52230009e-01 9.36110568e-02 2.10825296e-01
-1.51142250e-01 -6.29705383e-02 1.09755859e-01 -2.61538128e-01
-2.78519439e-01 -9.50665760e-02]
[ 9.38231969e-02 -2.13303673e-01 -2.55720518e-02 1.07270527e-01
-5.24980845e-02 -8.59829983e-02 2.66220826e-01 1.75473396e-03
1.85784436e-02 -7.09462723e-03]
[ 3.93292262e-02 -1.14422271e-01 -2.09944542e-01 1.52714520e-01
-8.98379601e-02 8.05099767e-02 -3.24392540e-02 -1.98003013e-02
-8.52913992e-02 -3.95775233e-04]
[ -1.17330914e-01 -8.57662523e-02 -2.00463297e-01 1.63374969e-01
-9.07116142e-03 1.32010842e-01 7.64415691e-03 -2.50385493e-01
7.65326165e-02 -1.89508131e-01]
[ -5.99629793e-02 -4.70779844e-02 2.78869287e-01 1.12573837e-01
8.17150923e-02 -6.48753557e-02 -1.23809425e-01 1.21419144e-01
8.56891732e-02 5.21017354e-02]
[ 6.20602943e-02 -1.25104951e-02 8.87511602e-02 9.11560216e-02
1.74689969e-02 -1.75157442e-02 1.97501585e-01 1.20259258e-01
-2.37493976e-02 -5.45188295e-02]
[ 1.29798812e-02 -1.33296525e-01 -2.91601745e-01 -4.93800338e-02
8.37982609e-02 -9.39217932e-02 1.14115677e-01 1.62900804e-01
1.10330625e-01 -2.82703650e-02]
[ 5.27650283e-02 -3.99141600e-02 -1.14270493e-01 5.30160060e-02
-1.41277565e-01 3.18604029e-01 2.71285055e-01 2.04816522e-01
-1.53185647e-01 -5.26734807e-02]
[ 1.91355397e-03 -1.74014267e-02 1.22583000e-01 1.07547611e-01
1.76253225e-02 1.05768142e-01 -8.98627621e-02 -4.18774166e-02
2.18216530e-01 8.48791484e-02]
[ 1.13707434e-01 7.45169177e-02 -4.31584855e-02 -9.32287401e-02
-1.20154603e-01 -3.31739020e-01 1.23685489e-01 8.71182926e-03
1.47490137e-01 9.41923912e-02]
[ -1.01606867e-01 -5.55992518e-02 -1.52034613e-02 2.54882046e-02
-4.40535601e-02 -2.05630942e-01 -5.58654155e-02 -2.00193507e-02
2.06277102e-02 1.29321057e-01]
[ -1.65880395e-01 -1.35551792e-01 -2.05458000e-01 -2.86850655e-02
-2.93980198e-01 3.00948527e-03 6.89663060e-02 -2.60646364e-02
-1.61243826e-02 3.24914956e-02]
[ -3.07162356e-02 -1.40522129e-01 -7.50497952e-02 -1.25747963e-01
5.26976761e-01 2.75392132e-01 6.06799113e-01 1.13088138e-01
-1.81178104e-01 -3.79345383e-01]
[ -1.62607121e-02 -4.49170242e-01 -3.07014102e-02 -7.13547078e-02
6.51564955e-01 9.98285466e-02 5.73335534e-01 9.14870746e-02
3.12989855e-02 -3.86634773e-01]
[ 1.36455652e-02 -5.03453186e-01 -4.28431004e-02 -1.02504573e-01
6.64029566e-01 2.15810645e-02 5.36100945e-01 4.89139941e-02
-3.61054215e-01 -2.16127730e-01]
[ -1.74272989e-01 -6.43639259e-01 -1.04952747e-02 -2.04640972e-01
7.76623738e-01 -9.08944465e-02 6.63658971e-01 -8.32627138e-02
-6.89142772e-02 8.54953090e-02]
[ -3.02682912e-01 -4.71808038e-01 5.37366598e-02 -5.24213726e-02
9.24408736e-01 1.43183190e-01 4.81738081e-01 4.70422090e-02
-9.25406838e-02 -1.39947588e-01]
[ -2.13603713e-01 -3.55479412e-01 2.49377799e-01 -2.49335203e-01
6.85217605e-01 -4.29155513e-02 7.35800773e-01 1.22905937e-02
-2.62647528e-01 -3.28608218e-02]
[ -1.41830862e-01 -2.61619135e-01 -1.85041080e-01 -1.14978426e-01
5.26112334e-01 -2.26150684e-01 2.15389731e-01 1.67540819e-01
-1.96120195e-02 -1.31032481e-01]
[ 1.00601618e-01 2.49450257e-01 1.59387629e-01 -1.06971210e-01
-7.15264576e-02 5.48575065e-02 -1.46829721e-01 2.81239810e-01
6.31881321e-02 1.68423976e-01]
[ 3.52451102e-01 3.48705686e-01 -8.12578980e-02 3.10014267e-01
-8.92116150e-01 -2.86834673e-01 -4.90179237e-01 1.77067259e-01
3.90183102e-01 -2.25300753e-02]
[ 5.01701583e-02 1.29176719e-01 2.54556693e-01 2.50948432e-01
-6.30992034e-02 -1.97651330e-01 -1.81112859e-01 -1.32820412e-01
-1.36106436e-01 -2.86285211e-01]
[ 1.79832293e-02 -9.01270228e-02 -1.21710059e-01 -6.31008895e-02
2.32194215e-01 4.19109085e-02 3.72012097e-03 -1.85727271e-01
2.57590475e-02 1.98571787e-01]
[ -3.39764337e-03 -6.22316343e-02 -6.93691799e-02 -6.00000709e-02
-5.93124808e-03 -1.76375146e-01 9.23410247e-02 9.12355009e-03
2.98966445e-02 -4.62656940e-03]
[ 2.96552341e-02 9.29113311e-02 2.43805233e-01 7.33590445e-02
-2.29650167e-01 -1.36699037e-01 9.03768632e-02 3.92361631e-02
-1.86509155e-01 1.05718266e-01]
[ 7.62660307e-02 5.63115736e-02 1.08484618e-01 1.10462865e-02
-2.47923061e-01 6.61681304e-02 3.84440537e-02 -2.70837138e-01
-1.47933780e-02 -8.44483792e-02]
[ -5.84448624e-03 1.20508811e-01 8.58009799e-02 -2.68017970e-02
-7.54277963e-02 1.77962667e-01 7.10514268e-02 1.18398957e-01
-1.79160180e-02 1.75766570e-01]
[ 2.27729742e-01 1.00001948e-01 3.04039993e-02 8.60836274e-02
-4.60104529e-03 -2.62749045e-02 -2.06318991e-01 1.48759674e-01
-5.02315631e-02 -1.46124812e-02]
[ 4.76907724e-02 3.14174893e-02 1.86637196e-02 4.71746247e-02
-4.48473507e-01 -1.25077726e-01 -2.32068777e-01 4.13802775e-02
1.22802558e-01 1.97251000e-01]
[ 5.60766033e-02 4.93875567e-01 1.26878664e-01 4.34376968e-01
-1.25599360e+00 -3.03078064e-01 -5.67520672e-01 -7.12608037e-02
2.98556663e-01 3.40341980e-01]
[ 1.76364123e-01 4.92802740e-01 6.68204761e-02 4.29477255e-01
-1.02114295e+00 -8.22565831e-02 -4.30200005e-01 1.50853031e-01
2.12810630e-01 4.77456362e-01]
[ 2.53007913e-01 3.36078619e-01 2.47728768e-01 1.54792801e-01
-5.14483706e-01 7.88830026e-02 -2.36328237e-01 1.62699745e-01
2.45245942e-01 8.49536937e-02]
[ -7.27733656e-02 2.39784592e-01 2.41390742e-01 1.75439841e-02
-6.50324245e-02 1.30345012e-01 -1.15808244e-01 -1.51312442e-02
-3.15772174e-02 5.16827293e-02]
[ -9.84067923e-02 1.36283605e-02 2.45231508e-02 9.40498379e-02
-7.12531107e-02 1.15465193e-01 2.30993989e-01 1.99464675e-02
-2.73778530e-01 -9.17997302e-02]
[ -2.23756377e-01 -4.08153890e-02 -9.48539916e-02 -3.47649596e-01
1.89379808e-01 1.20052309e-01 1.12821253e-01 1.02998313e-01
-2.09404134e-01 3.00479138e-02]
[ 9.06041888e-03 -4.17724342e-01 -1.28203142e-01 -1.62645973e-01
3.72701174e-01 2.56254554e-02 1.97879535e-01 1.52220677e-01
-1.66365365e-01 -2.23318432e-01]
[ 8.91294931e-02 -2.72457570e-01 -1.65680109e-01 -5.08480833e-02
-5.38880981e-02 -3.67224723e-02 1.48885576e-01 -1.58072487e-01
9.44822148e-02 -1.89925626e-01]
[ -1.11819617e-01 2.74578328e-02 2.66979552e-01 5.30399419e-03
1.45264426e-01 7.62426962e-02 6.37070603e-02 -2.96461852e-01
-1.03630592e-01 -4.95359797e-02]
[ -3.40689036e-01 3.32795884e-03 1.76844328e-02 -1.58645671e-02
1.45740811e-01 -1.78573775e-01 1.96352036e-02 2.34707956e-01
-7.60918645e-02 8.28063772e-02]
[ 1.53411825e-01 -7.89896020e-03 -2.30004026e-01 -6.59538433e-02
9.41973253e-02 -3.03877360e-01 7.93758783e-02 -1.65897499e-01
1.20551129e-02 -1.73130520e-01]
[ 2.22888091e-01 -1.99856615e-01 6.88323795e-02 -6.76658882e-03
6.39831276e-02 -4.26638889e-02 4.10872141e-02 -1.35409304e-01
1.25469567e-01 -1.60741690e-01]
[ -1.03851251e-01 -8.53778455e-02 1.21862020e-01 1.10455403e-01
2.53595369e-02 -1.15392689e-01 2.54383672e-01 -7.83664265e-02
1.82596129e-01 -7.26901503e-04]
[ -3.70571118e-02 -2.14113565e-01 1.84163885e-01 -3.02400412e-01
-2.06709910e-01 1.31434529e-01 1.14870074e-01 -1.22920694e-01
-9.99386574e-03 1.85446641e-01]]
[[ 0.62541706]
[ 1.73099181]
[ 0.22923598]
[ 0.87803377]
[-2.75181315]
[-0.2648265 ]
[-1.75971774]
[ 0.07309534]
[ 0.68714066]
[ 0.87758024]]
Progress: 47.8% ... Training loss: 0.264 ... Validation loss: 0.455[[ 1.67568466e-01 2.70384480e-01 -1.02758444e-01 1.11030697e-01
-4.77250592e-01 -7.18184985e-02 -8.99910240e-02 1.20538172e-01
-4.82379005e-02 2.08820266e-01]
[ 8.94368313e-03 1.25725488e-01 -2.09570001e-02 4.12135231e-02
9.42018233e-02 -5.04805667e-03 3.36556792e-01 4.04787526e-02
1.38542626e-01 -3.30802777e-02]
[ 2.08529499e-01 7.93915761e-01 1.49052246e-02 -4.17096661e-02
7.63643633e-01 -2.55536964e-02 -9.57748283e-01 -4.03721857e-02
6.60798108e-02 3.00944119e-01]
[ 6.81744518e-02 -4.10347544e-01 -1.86806074e-01 2.25257605e-01
-2.65082498e-02 1.20051504e-01 2.25699419e-01 6.67934091e-02
1.53384920e-01 3.27369776e-01]
[ -2.91353200e-02 6.90447696e-02 -1.49449810e-01 3.97896797e-02
-8.53116290e-02 -1.80215425e-01 1.02136345e-01 -1.17207749e-01
-1.96450495e-01 -5.59847453e-02]
[ -4.02296570e-01 -6.77311019e-01 -3.04649284e-01 1.40517467e-01
-1.75586282e-01 4.42931082e-02 3.84253362e-01 -4.06402396e-02
-3.90045282e-02 -4.30951459e-02]
[ -1.49321439e-03 -2.50016478e-01 1.07998611e-02 9.63544015e-02
-4.77130171e-02 -7.30700251e-02 1.77615021e-01 -1.91255978e-01
2.02939019e-01 4.64792765e-02]
[ 1.09066303e-01 -2.83944171e-01 3.13666199e-02 -7.45193537e-02
-1.87790131e-02 -4.82920062e-02 8.35137103e-02 1.17330067e-01
8.06342671e-02 -2.08623857e-02]
[ -1.77041846e-01 -1.89098115e-01 -3.02356480e-01 -1.99237249e-02
-7.04564427e-02 6.79078986e-02 -8.98952929e-02 -2.96468996e-02
2.68542026e-01 -1.32749364e-01]
[ 2.43942138e-02 -4.42752159e-01 7.28749725e-02 -2.60072676e-02
-2.55955456e-01 -1.06137979e-01 2.27565776e-01 -1.11681523e-01
-8.15988187e-03 5.86696617e-02]
[ -8.22108572e-02 -1.38185748e-01 3.79118440e-03 -1.32043317e-01
-9.53471387e-02 1.14678966e-02 2.42233689e-01 -1.02698068e-01
-2.04373702e-03 -1.12519879e-01]
[ -1.18330330e-01 -2.20974283e-01 -6.79656084e-02 1.99661543e-02
3.01278136e-01 9.74634891e-02 1.69167964e-01 -1.56169329e-02
-1.60818850e-01 -2.01382824e-01]
[ -1.58775031e-01 2.15782556e-03 6.10840783e-02 1.92796392e-02
-1.68738923e-01 -2.18847437e-01 -1.74559352e-01 -1.97268601e-01
8.45538715e-02 1.71141776e-01]
[ -2.86323333e-01 -3.52135395e-01 9.36753795e-02 2.10981499e-01
-1.51812681e-01 -6.30385263e-02 1.09383480e-01 -2.61517307e-01
-2.78333232e-01 -9.48767186e-02]
[ 9.38996210e-02 -2.12826419e-01 -2.55310333e-02 1.07404376e-01
-5.31113247e-02 -8.60224200e-02 2.65858997e-01 1.76634323e-03
1.86813570e-02 -6.97309626e-03]
[ 3.92532943e-02 -1.14581389e-01 -2.09971346e-01 1.52554399e-01
-8.97169264e-02 8.05335111e-02 -3.22822435e-02 -1.98095435e-02
-8.53832809e-02 -5.23521342e-04]
[ -1.16847670e-01 -8.45055255e-02 -2.00286970e-01 1.64063234e-01
-1.10346304e-02 1.31801537e-01 6.42530785e-03 -2.50338936e-01
7.70674848e-02 -1.88784069e-01]
[ -5.94541400e-02 -4.57088922e-02 2.79056478e-01 1.13325732e-01
7.99939799e-02 -6.50707732e-02 -1.25075731e-01 1.21484373e-01
8.62919260e-02 5.27499340e-02]
[ 6.24783190e-02 -1.15756389e-02 8.89177808e-02 9.17306395e-02
1.51115152e-02 -1.76669530e-02 1.96561700e-01 1.20309701e-01
-2.32786416e-02 -5.39837888e-02]
[ 1.47116663e-02 -1.29800295e-01 -2.90932555e-01 -4.67497891e-02
7.61214525e-02 -9.46550861e-02 1.10998333e-01 1.63116121e-01
1.12317810e-01 -2.58691054e-02]
[ 5.31389374e-02 -3.91992109e-02 -1.14129456e-01 5.35978580e-02
-1.43125122e-01 3.18431405e-01 2.70632956e-01 2.04861019e-01
-1.52727033e-01 -5.21783103e-02]
[ 1.08551113e-03 -1.97636339e-02 1.22280067e-01 1.06457928e-01
2.14101169e-02 1.06122683e-01 -8.76241270e-02 -4.19712497e-02
2.17377539e-01 8.38112959e-02]
[ 1.13916537e-01 7.50536948e-02 -4.30756646e-02 -9.29256040e-02
-1.21214218e-01 -3.31843495e-01 1.23147957e-01 8.73818549e-03
1.47700133e-01 9.44706171e-02]
[ -1.01657986e-01 -5.58420290e-02 -1.52221648e-02 2.54429192e-02
-4.41785497e-02 -2.05617121e-01 -5.55849307e-02 -2.00236594e-02
2.06189062e-02 1.29272302e-01]
[ -1.66019402e-01 -1.35674617e-01 -2.05514235e-01 -2.88791016e-02
-2.93798636e-01 3.07606117e-03 6.91319319e-02 -2.60826626e-02
-1.62986192e-02 3.22859496e-02]
[ -3.07527924e-02 -1.40836959e-01 -7.50657524e-02 -1.25784557e-01
5.27185490e-01 2.75403103e-01 6.07119546e-01 1.13085913e-01
-1.81214200e-01 -3.79343203e-01]
[ -1.63834077e-02 -4.49451645e-01 -3.07469855e-02 -7.15316629e-02
6.52105007e-01 9.98828551e-02 5.73647204e-01 9.14727142e-02
3.11732607e-02 -3.86802925e-01]
[ 1.36731285e-02 -5.03389556e-01 -4.28306346e-02 -1.02457917e-01
6.63961461e-01 2.15687651e-02 5.36025815e-01 4.89176578e-02
-3.61016316e-01 -2.16082582e-01]
[ -1.74150433e-01 -6.43516287e-01 -1.04516406e-02 -2.04448778e-01
7.76111073e-01 -9.09490996e-02 6.63406377e-01 -8.32471603e-02
-6.87608111e-02 8.56857601e-02]
[ -3.02636857e-01 -4.71700702e-01 5.37645079e-02 -5.23317586e-02
9.24091621e-01 1.43153906e-01 4.81658529e-01 4.70498556e-02
-9.24773795e-02 -1.39883164e-01]
[ -2.13546095e-01 -3.55386106e-01 2.49397120e-01 -2.49239683e-01
6.85097772e-01 -4.29374161e-02 7.35597633e-01 1.22970627e-02
-2.62596204e-01 -3.28153719e-02]
[ -1.41830264e-01 -2.61799593e-01 -1.85039089e-01 -1.14953828e-01
5.25768787e-01 -2.26154553e-01 2.15426727e-01 1.67541114e-01
-1.95955552e-02 -1.31027817e-01]
[ 1.01246578e-01 2.51247955e-01 1.59641634e-01 -1.06043074e-01
-7.43329704e-02 5.45729954e-02 -1.48566545e-01 2.81316751e-01
6.38732036e-02 1.69367185e-01]
[ 3.52244550e-01 3.48190037e-01 -8.13323555e-02 3.09714358e-01
-8.90559966e-01 -2.86712310e-01 -4.89665675e-01 1.77042254e-01
3.90052922e-01 -2.27980853e-02]
[ 5.00130262e-02 1.28989185e-01 2.54509275e-01 2.50746868e-01
-6.26145499e-02 -1.97591548e-01 -1.80826189e-01 -1.32836043e-01
-1.36263841e-01 -2.86473841e-01]
[ 1.79223222e-02 -9.01661850e-02 -1.21730304e-01 -6.31587336e-02
2.32250272e-01 4.19227981e-02 3.82274407e-03 -1.85732246e-01
2.56941787e-02 1.98508779e-01]
[ -3.64426220e-03 -6.28803085e-02 -6.94556752e-02 -6.03443928e-02
-4.90749913e-03 -1.76281016e-01 9.29867634e-02 9.09606497e-03
2.96293968e-02 -4.96824793e-03]
[ 3.04643047e-02 9.50859502e-02 2.44111388e-01 7.45917461e-02
-2.33413987e-01 -1.37054451e-01 8.84050087e-02 3.93389107e-02
-1.85537454e-01 1.06837914e-01]
[ 7.67439186e-02 5.76542378e-02 1.08659926e-01 1.17177913e-02
-2.49956402e-01 6.59619837e-02 3.71232480e-02 -2.70792516e-01
-1.42638844e-02 -8.37786105e-02]
[ -6.55121419e-03 1.19008244e-01 8.55321810e-02 -2.78613362e-02
-7.25212765e-02 1.78285576e-01 7.25719918e-02 1.18309514e-01
-1.87722368e-02 1.74747058e-01]
[ 2.27505516e-01 9.93462279e-02 3.03310233e-02 8.58178011e-02
-3.49855051e-03 -2.61798802e-02 -2.05526542e-01 1.48739278e-01
-5.04564432e-02 -1.48379254e-02]
[ 4.80617359e-02 3.23711790e-02 1.88001279e-02 4.77243589e-02
-4.50164623e-01 -1.25236428e-01 -2.33014991e-01 4.14226972e-02
1.23193939e-01 1.97748623e-01]
[ 5.67188307e-02 4.94960062e-01 1.27145771e-01 4.35319605e-01
-1.25827532e+00 -3.03360422e-01 -5.68591802e-01 -7.11746530e-02
2.99380197e-01 3.41275777e-01]
[ 1.77563437e-01 4.94808536e-01 6.72620184e-02 4.31222328e-01
-1.02769211e+00 -8.27500140e-02 -4.32194983e-01 1.50998729e-01
2.14186696e-01 4.78897179e-01]
[ 2.53084619e-01 3.36583235e-01 2.47758724e-01 1.54873560e-01
-5.15170469e-01 7.88498336e-02 -2.36656270e-01 1.62708214e-01
2.45339319e-01 8.50573440e-02]
[ -7.29383587e-02 2.39412442e-01 2.41322448e-01 1.72946141e-02
-6.45002218e-02 1.30425655e-01 -1.15490711e-01 -1.51523962e-02
-3.18022335e-02 5.14334880e-02]
[ -9.82191762e-02 1.41524599e-02 2.45998893e-02 9.43490543e-02
-7.21356879e-02 1.15376303e-01 2.30477652e-01 1.99713666e-02
-2.73545549e-01 -9.15075055e-02]
[ -2.23532039e-01 -4.04040647e-02 -9.47722841e-02 -3.47317401e-01
1.88412363e-01 1.19951538e-01 1.12359324e-01 1.03025996e-01
-2.09143493e-01 3.03745549e-02]
[ 8.90624070e-03 -4.18216867e-01 -1.28253260e-01 -1.62853651e-01
3.73366933e-01 2.56835414e-02 1.98365348e-01 1.52203513e-01
-1.66525053e-01 -2.23531007e-01]
[ 8.92797264e-02 -2.71980205e-01 -1.65601348e-01 -5.04674253e-02
-5.58978720e-02 -3.68113272e-02 1.48655829e-01 -1.58043452e-01
9.48062313e-02 -1.89607179e-01]
[ -1.10651622e-01 2.93861070e-02 2.67405203e-01 6.99831195e-03
1.40544361e-01 7.57675753e-02 6.19273958e-02 -2.96320029e-01
-1.02255994e-01 -4.80056268e-02]
[ -3.39985316e-01 4.21804835e-03 1.79675214e-02 -1.48624289e-02
1.43731329e-01 -1.78883023e-01 1.84928146e-02 2.34799645e-01
-7.52380499e-02 8.37722688e-02]
[ 1.53861885e-01 -6.83290927e-03 -2.29804473e-01 -6.51902005e-02
9.15970707e-02 -3.04113079e-01 7.82903086e-02 -1.65832134e-01
1.25736512e-02 -1.72413400e-01]
[ 2.22806753e-01 -1.99653660e-01 6.88106507e-02 -6.92504266e-03
6.43679679e-02 -4.25931239e-02 4.08397399e-02 -1.35419814e-01
1.25364082e-01 -1.60826993e-01]
[ -1.03597935e-01 -8.47279678e-02 1.21962687e-01 1.10817037e-01
2.46903168e-02 -1.15498527e-01 2.53876974e-01 -7.83346160e-02
1.82892165e-01 -3.81684812e-04]
[ -3.68942115e-02 -2.13330606e-01 1.84221744e-01 -3.02113411e-01
-2.09033268e-01 1.31363285e-01 1.14237150e-01 -1.22914486e-01
-9.81600543e-03 1.85598361e-01]]
[[ 0.63765319]
[ 1.74588699]
[ 0.24018152]
[ 0.8882691 ]
[-2.74177649]
[-0.25746043]
[-1.75614173]
[ 0.08298325]
[ 0.69788908]
[ 0.89144221]]
Progress: 47.8% ... Training loss: 0.267 ... Validation loss: 0.450[[ 1.67090119e-01 2.69453489e-01 -1.02897598e-01 1.10381895e-01
-4.74525627e-01 -7.15964127e-02 -8.82116914e-02 1.20480558e-01
-4.86994382e-02 2.08142015e-01]
[ 9.28405472e-03 1.26609170e-01 -2.08296691e-02 4.16868847e-02
9.27971471e-02 -5.18352008e-03 3.35770096e-01 4.05231654e-02
1.38907458e-01 -3.26170239e-02]
[ 2.08588361e-01 7.92382203e-01 1.49735941e-02 -4.15627581e-02
7.64155053e-01 -2.56054164e-02 -9.55594521e-01 -4.03222192e-02
6.63124322e-02 3.01254064e-01]
[ 6.80186206e-02 -4.07685378e-01 -1.86861989e-01 2.25156726e-01
-2.54931751e-02 1.20218228e-01 2.23184995e-01 6.67234603e-02
1.53056552e-01 3.27261771e-01]
[ -3.11737539e-02 6.47674177e-02 -1.50104268e-01 3.70795257e-02
-7.80653157e-02 -1.79437020e-01 1.06131130e-01 -1.17444357e-01
-1.98627086e-01 -5.89265150e-02]
[ -4.02635143e-01 -6.77490718e-01 -3.04735421e-01 1.40118080e-01
-1.74992689e-01 4.44289990e-02 3.84582282e-01 -4.06844552e-02
-3.94024475e-02 -4.37599174e-02]
[ -2.77803626e-03 -2.53320343e-01 1.03454583e-02 9.45093079e-02
-4.20038206e-02 -7.25418689e-02 1.81066387e-01 -1.91406355e-01
2.01473695e-01 4.46475591e-02]
[ 1.09485930e-01 -2.83146832e-01 3.15455087e-02 -7.38568511e-02
-2.11075563e-02 -4.84791844e-02 8.33023117e-02 1.17394860e-01
8.11260078e-02 -2.02049788e-02]
[ -1.77928268e-01 -1.91327291e-01 -3.02676934e-01 -2.11732267e-02
-6.76617557e-02 6.82245935e-02 -8.75804052e-02 -2.97604299e-02
2.67601550e-01 -1.33963890e-01]
[ 2.22597343e-02 -4.47843303e-01 7.21310242e-02 -2.89739464e-02
-2.49380104e-01 -1.05298519e-01 2.33448154e-01 -1.11932064e-01
-1.04783921e-02 5.57061941e-02]
[ -8.21198098e-02 -1.38320498e-01 3.83457618e-03 -1.31926310e-01
-9.48713610e-02 1.14075232e-02 2.42372330e-01 -1.02687029e-01
-1.98453663e-03 -1.12428962e-01]
[ -1.18377088e-01 -2.20663789e-01 -6.79471576e-02 1.99843475e-02
3.00995939e-01 9.74779664e-02 1.69030720e-01 -1.56207604e-02
-1.60871519e-01 -2.01563882e-01]
[ -1.58775031e-01 2.15782556e-03 6.10840783e-02 1.92796392e-02
-1.68738923e-01 -2.18847437e-01 -1.74559352e-01 -1.97268601e-01
8.45538715e-02 1.71141776e-01]
[ -2.86272475e-01 -3.52029560e-01 9.36990711e-02 2.11064219e-01
-1.52119370e-01 -6.30691162e-02 1.09270723e-01 -2.61507971e-01
-2.78266753e-01 -9.47708886e-02]
[ 9.39525507e-02 -2.12609825e-01 -2.55179251e-02 1.07452664e-01
-5.31860367e-02 -8.60320965e-02 2.65745113e-01 1.77086688e-03
1.87139201e-02 -6.94187548e-03]
[ 3.84511124e-02 -1.15775574e-01 -2.10224024e-01 1.51545478e-01
-8.67547662e-02 8.08484473e-02 -3.09241692e-02 -1.99143435e-02
-8.62443235e-02 -1.73903324e-03]
[ -1.17066567e-01 -8.54983528e-02 -2.00372605e-01 1.63725343e-01
-9.66702180e-03 1.31897319e-01 7.21988800e-03 -2.50353866e-01
7.67804707e-02 -1.89059546e-01]
[ -5.96336252e-02 -4.64143989e-02 2.79001746e-01 1.13054498e-01
8.07805199e-02 -6.49899174e-02 -1.24372159e-01 1.21465130e-01
8.60981536e-02 5.24522737e-02]
[ 6.17789712e-02 -1.31383715e-02 8.86705841e-02 9.07272940e-02
1.76918150e-02 -1.73979224e-02 1.98287971e-01 1.20218187e-01
-2.40783474e-02 -5.50431789e-02]
[ 1.51122433e-02 -1.28729156e-01 -2.90767314e-01 -4.61372948e-02
7.39172291e-02 -9.48216070e-02 1.10285172e-01 1.63174575e-01
1.12778234e-01 -2.52393325e-02]
[ 5.32581213e-02 -3.92857796e-02 -1.14071689e-01 5.38371181e-02
-1.43647142e-01 3.18375500e-01 2.70863726e-01 2.04884089e-01
-1.52533854e-01 -5.19359883e-02]
[ 1.19068270e-03 -1.94292417e-02 1.22314382e-01 1.06580061e-01
2.11632900e-02 1.06079029e-01 -8.78853512e-02 -4.19594293e-02
2.17458465e-01 8.38908227e-02]
[ 1.13835344e-01 7.48268829e-02 -4.31040945e-02 -9.30412006e-02
-1.20874903e-01 -3.31811768e-01 1.23474979e-01 8.72891716e-03
1.47627530e-01 9.43594336e-02]
[ -1.02385199e-01 -5.76175664e-02 -1.54919468e-02 2.44178714e-02
-4.23327278e-02 -2.05355135e-01 -5.38561770e-02 -2.01178792e-02
1.98172525e-02 1.28288704e-01]
[ -1.66129994e-01 -1.35773808e-01 -2.05552009e-01 -2.90534400e-02
-2.93556977e-01 3.12165443e-03 6.93476912e-02 -2.60992193e-02
-1.64283788e-02 3.20864888e-02]
[ -3.06813686e-02 -1.40713392e-01 -7.50376417e-02 -1.25685075e-01
5.26908109e-01 2.75374266e-01 6.07028509e-01 1.13095338e-01
-1.81143069e-01 -3.79245107e-01]
[ -1.62232077e-02 -4.49062728e-01 -3.06811404e-02 -7.13046955e-02
6.51298370e-01 9.98128996e-02 5.73307810e-01 9.14945900e-02
3.13394132e-02 -3.86691058e-01]
[ 1.32997377e-02 -5.04407850e-01 -4.29734343e-02 -1.02990615e-01
6.65442522e-01 2.17300098e-02 5.37085155e-01 4.88678003e-02
-3.61440311e-01 -2.16576385e-01]
[ -1.74386411e-01 -6.43815269e-01 -1.05493578e-02 -2.04785049e-01
7.77256114e-01 -9.08461929e-02 6.63824800e-01 -8.32798491e-02
-6.90277143e-02 8.53856184e-02]
[ -3.02859184e-01 -4.72271136e-01 5.36957099e-02 -5.26023156e-02
9.24895792e-01 1.43234117e-01 4.82250390e-01 4.70232724e-02
-9.27032453e-02 -1.40180944e-01]
[ -2.13940151e-01 -3.56407100e-01 2.49261962e-01 -2.49772982e-01
6.86692834e-01 -4.27852860e-02 7.36638992e-01 1.22485509e-02
-2.63014142e-01 -3.33481005e-02]
[ -1.41700631e-01 -2.61512719e-01 -1.84996781e-01 -1.14776102e-01
5.25194429e-01 -2.26202795e-01 2.15102410e-01 1.67557109e-01
-1.94517292e-02 -1.30844320e-01]
[ 1.01584489e-01 2.52487392e-01 1.59765515e-01 -1.05576589e-01
-7.62659997e-02 5.44414220e-02 -1.49687536e-01 2.81355380e-01
6.42097359e-02 1.69691001e-01]
[ 3.52259691e-01 3.48235484e-01 -8.13254983e-02 3.09739049e-01
-8.90638283e-01 -2.86719564e-01 -4.89702941e-01 1.77044632e-01
3.90068830e-01 -2.27729605e-02]
[ 5.00149017e-02 1.29013976e-01 2.54515103e-01 2.50734512e-01
-6.26044541e-02 -1.97589338e-01 -1.80824248e-01 -1.32835158e-01
-1.36243564e-01 -2.86476367e-01]
[ 1.80301328e-02 -8.99068260e-02 -1.21681185e-01 -6.30084113e-02
2.31876526e-01 4.18763054e-02 3.52065794e-03 -1.85718382e-01
2.58193119e-02 1.98668979e-01]
[ -3.91059015e-03 -6.37570461e-02 -6.95558012e-02 -6.07193789e-02
-3.98529441e-03 -1.76186856e-01 9.38088365e-02 9.06176630e-03
2.93296683e-02 -5.34417583e-03]
[ 2.99016215e-02 9.36448319e-02 2.43902953e-01 7.38320106e-02
-2.31224524e-01 -1.36834367e-01 8.97758911e-02 3.92683894e-02
-1.86159414e-01 1.06103765e-01]
[ 7.65376032e-02 5.70982223e-02 1.08597324e-01 1.14409128e-02
-2.48953254e-01 6.60351163e-02 3.77886465e-02 -2.70812119e-01
-1.44522805e-02 -8.40279378e-02]
[ -6.72941571e-03 1.18573363e-01 8.54673228e-02 -2.81196612e-02
-7.18350513e-02 1.78359369e-01 7.30304893e-02 1.18286684e-01
-1.89753968e-02 1.74490268e-01]
[ 2.27334549e-01 9.90626812e-02 3.02636040e-02 8.55567480e-02
-2.88441887e-03 -2.61203352e-02 -2.05186815e-01 1.48714964e-01
-5.06512009e-02 -1.50861942e-02]
[ 4.77349916e-02 3.17009661e-02 1.86631765e-02 4.72016064e-02
-4.48931416e-01 -1.25112749e-01 -2.32245109e-01 4.13798036e-02
1.22784152e-01 1.97283976e-01]
[ 5.71416941e-02 4.95744208e-01 1.27317178e-01 4.35995069e-01
-1.26043787e+00 -3.03545410e-01 -5.69214397e-01 -7.11124982e-02
2.99890367e-01 3.41907790e-01]
[ 1.77885650e-01 4.95051603e-01 6.73813533e-02 4.31615872e-01
-1.02918982e+00 -8.28695338e-02 -4.32571199e-01 1.51042692e-01
2.14520724e-01 4.79227565e-01]
[ 2.53003011e-01 3.36748106e-01 2.47767504e-01 1.54851779e-01
-5.14918296e-01 7.88769577e-02 -2.36720750e-01 1.62705298e-01
2.45246059e-01 8.49926416e-02]
[ -7.32621560e-02 2.38561626e-01 2.41214093e-01 1.68417409e-02
-6.30935370e-02 1.30557655e-01 -1.14614996e-01 -1.51886293e-02
-3.21560997e-02 5.09903052e-02]
[ -9.83187506e-02 1.40077889e-02 2.45550266e-02 9.41979118e-02
-7.18555800e-02 1.15424220e-01 2.30657443e-01 1.99558244e-02
-2.73668402e-01 -9.16771674e-02]
[ -2.23533355e-01 -4.03976474e-02 -9.47652937e-02 -3.47301807e-01
1.88449036e-01 1.19943334e-01 1.12426152e-01 1.03028704e-01
-2.09121672e-01 3.04037966e-02]
[ 8.69026622e-03 -4.18532456e-01 -1.28325744e-01 -1.63150697e-01
3.74180148e-01 2.57720311e-02 1.98865788e-01 1.52175096e-01
-1.66759539e-01 -2.23845219e-01]
[ 8.82483746e-02 -2.74286110e-01 -1.65940711e-01 -5.17832430e-02
-5.27469339e-02 -3.64343221e-02 1.51209498e-01 -1.58165058e-01
9.37104827e-02 -1.90988906e-01]
[ -1.11535081e-01 2.72136660e-02 2.67098222e-01 5.80047352e-03
1.43919194e-01 7.61063960e-02 6.42578910e-02 -2.96419289e-01
-1.03226652e-01 -4.91977014e-02]
[ -3.39211392e-01 6.09992265e-03 1.82458512e-02 -1.38870098e-02
1.40880349e-01 -1.79163556e-01 1.64790891e-02 2.34890845e-01
-7.44372096e-02 8.46072828e-02]
[ 1.53418573e-01 -7.98649810e-03 -2.29949124e-01 -6.57742378e-02
9.33743855e-02 -3.03961534e-01 7.94812468e-02 -1.65881100e-01
1.20922621e-02 -1.73015400e-01]
[ 2.23117989e-01 -1.98996758e-01 6.89478502e-02 -6.43768282e-03
6.30940652e-02 -4.27232100e-02 4.05446801e-02 -1.35371620e-01
1.25738472e-01 -1.60426366e-01]
[ -1.04350371e-01 -8.62077475e-02 1.21670549e-01 1.09722043e-01
2.70938546e-02 -1.15188960e-01 2.55618071e-01 -7.84361230e-02
1.82021680e-01 -1.40608548e-03]
[ -3.69590037e-02 -2.13673068e-01 1.84207242e-01 -3.02214981e-01
-2.08846077e-01 1.31390530e-01 1.14613511e-01 -1.22925873e-01
-9.88493330e-03 1.85509314e-01]]
[[ 0.63186564]
[ 1.74275703]
[ 0.23426194]
[ 0.88160159]
[-2.74827781]
[-0.26288512]
[-1.76555276]
[ 0.07888404]
[ 0.69229365]
[ 0.88576189]]
Progress: 47.9% ... Training loss: 0.263 ... Validation loss: 0.450[[ 1.69340967e-01 2.73191964e-01 -1.02077768e-01 1.13561199e-01
-4.81237775e-01 -7.24511221e-02 -9.22912512e-02 1.20779336e-01
-4.63466006e-02 2.11560354e-01]
[ 9.65432002e-03 1.27263783e-01 -2.06740016e-02 4.22654184e-02
9.12816423e-02 -5.34035110e-03 3.34989667e-01 4.05756400e-02
1.39364856e-01 -3.20421573e-02]
[ 2.07442457e-01 7.87518700e-01 1.44563094e-02 -4.32249001e-02
7.67147230e-01 -2.50104577e-02 -9.52287958e-01 -4.04715361e-02
6.50277146e-02 2.99719301e-01]
[ 6.57116726e-02 -4.11552529e-01 -1.87762320e-01 2.21836319e-01
-1.62299374e-02 1.21118841e-01 2.27551721e-01 6.64239851e-02
1.50514858e-01 3.24528015e-01]
[ -2.82738383e-02 7.19359843e-02 -1.48997218e-01 4.13876862e-02
-8.88552795e-02 -1.80325278e-01 9.80645193e-02 -1.17070559e-01
-1.95371287e-01 -5.43993090e-02]
[ -4.01934798e-01 -6.76114139e-01 -3.04480082e-01 1.41062166e-01
-1.77360602e-01 4.41681259e-02 3.83163232e-01 -4.06001991e-02
-3.87532344e-02 -4.28692964e-02]
[ -1.82987699e-03 -2.52060852e-01 1.06657447e-02 9.58444415e-02
-4.54341011e-02 -7.28655927e-02 1.79505689e-01 -1.91281961e-01
2.02507921e-01 4.61373351e-02]
[ 1.08683356e-01 -2.86091858e-01 3.12138177e-02 -7.50138099e-02
-1.89004547e-02 -4.81147248e-02 8.54429282e-02 1.17291092e-01
8.01475333e-02 -2.12901261e-02]
[ -1.78422074e-01 -1.92875983e-01 -3.02874195e-01 -2.19170417e-02
-6.64594269e-02 6.84674350e-02 -8.60095243e-02 -2.98267318e-02
2.67079524e-01 -1.34700786e-01]
[ 2.32881632e-02 -4.47987573e-01 7.24184132e-02 -2.78059897e-02
-2.51714943e-01 -1.05559731e-01 2.32883494e-01 -1.11824108e-01
-9.63498972e-03 5.70615148e-02]
[ -8.31695398e-02 -1.40834197e-01 3.44615572e-03 -1.33244670e-01
-9.32445420e-02 1.18539433e-02 2.44520224e-01 -1.02803557e-01
-3.03873908e-03 -1.13736629e-01]
[ -1.18003663e-01 -2.19863468e-01 -6.77994518e-02 2.05131960e-02
2.99315196e-01 9.73154622e-02 1.68179236e-01 -1.55736089e-02
-1.60477780e-01 -2.01053183e-01]
[ -1.58775031e-01 2.15782556e-03 6.10840783e-02 1.92796392e-02
-1.68738923e-01 -2.18847437e-01 -1.74559352e-01 -1.97268601e-01
8.45538715e-02 1.71141776e-01]
[ -2.85622273e-01 -3.50741803e-01 9.39385179e-02 2.11897645e-01
-1.53663338e-01 -6.33254175e-02 1.07746459e-01 -2.61429229e-01
-2.77618050e-01 -9.39145111e-02]
[ 9.41758828e-02 -2.11986203e-01 -2.54360620e-02 1.07792101e-01
-5.43897159e-02 -8.61007247e-02 2.65276008e-01 1.79595904e-03
1.88875230e-02 -6.68470781e-03]
[ 3.79152613e-02 -1.17243258e-01 -2.10430963e-01 1.50785220e-01
-8.48880883e-02 8.10647620e-02 -2.93884468e-02 -1.99812863e-02
-8.68189168e-02 -2.37649594e-03]
[ -1.16621455e-01 -8.44831298e-02 -2.00207153e-01 1.64361339e-01
-1.12379628e-02 1.31705492e-01 6.11430435e-03 -2.50296793e-01
7.72617976e-02 -1.88423868e-01]
[ -5.97190746e-02 -4.72469888e-02 2.78940765e-01 1.12853859e-01
8.14790682e-02 -6.49455029e-02 -1.23461758e-01 1.21453266e-01
8.58811314e-02 5.22002276e-02]
[ 6.28886460e-02 -1.08116071e-02 8.90814010e-02 9.23649265e-02
1.33919802e-02 -1.77866935e-02 1.95560527e-01 1.20363401e-01
-2.27469150e-02 -5.33211146e-02]
[ 1.39702797e-02 -1.31957783e-01 -2.91227326e-01 -4.78008270e-02
7.74941949e-02 -9.43152182e-02 1.12890213e-01 1.63022545e-01
1.11489339e-01 -2.68596211e-02]
[ 5.33125133e-02 -3.96538198e-02 -1.14065469e-01 5.39515565e-02
-1.44086361e-01 3.18358390e-01 2.71199195e-01 2.04890549e-01
-1.52471887e-01 -5.18143182e-02]
[ 1.16132637e-03 -1.95307828e-02 1.22321350e-01 1.06528476e-01
2.13847920e-02 1.06085274e-01 -8.78827338e-02 -4.19571412e-02
2.17390689e-01 8.38815218e-02]
[ 1.14165099e-01 7.56576711e-02 -4.29808697e-02 -9.26185975e-02
-1.22037412e-01 -3.31911871e-01 1.22591804e-01 8.76514852e-03
1.47956774e-01 9.48104698e-02]
[ -1.02990953e-01 -5.95379654e-02 -1.57299182e-02 2.35528715e-02
-4.09242282e-02 -2.05101836e-01 -5.19995737e-02 -2.01933426e-02
1.91646973e-02 1.27396979e-01]
[ -1.66191963e-01 -1.35796730e-01 -2.05573422e-01 -2.91175126e-02
-2.93497782e-01 3.14043786e-03 6.95431585e-02 -2.61054417e-02
-1.64708723e-02 3.20116726e-02]
[ -3.06653126e-02 -1.40672792e-01 -7.50316834e-02 -1.25663240e-01
5.26824848e-01 2.75368111e-01 6.06989051e-01 1.13097359e-01
-1.81125589e-01 -3.79224130e-01]
[ -1.59897869e-02 -4.48708533e-01 -3.05999571e-02 -7.09802459e-02
6.50229272e-01 9.97163512e-02 5.72834996e-01 9.15240260e-02
3.15827565e-02 -3.86399421e-01]
[ 1.33999790e-02 -5.04544201e-01 -4.29399402e-02 -1.02876004e-01
6.64988331e-01 2.16990748e-02 5.37170891e-01 4.88780520e-02
-3.61378541e-01 -2.16486894e-01]
[ -1.74628792e-01 -6.44388144e-01 -1.06444514e-02 -2.05136449e-01
7.78195556e-01 -9.07427886e-02 6.64537553e-01 -8.33113066e-02
-6.92957415e-02 8.51180639e-02]
[ -3.03056374e-01 -4.72751482e-01 5.36214148e-02 -5.28739438e-02
9.25616051e-01 1.43317233e-01 4.82799791e-01 4.69992498e-02
-9.29172031e-02 -1.40453530e-01]
[ -2.13735869e-01 -3.56069325e-01 2.49342444e-01 -2.49473165e-01
6.85800629e-01 -4.28769149e-02 7.36329936e-01 1.22756323e-02
-2.62779200e-01 -3.30494809e-02]
[ -1.42112397e-01 -2.62160683e-01 -1.85150881e-01 -1.15377931e-01
5.26746777e-01 -2.26020876e-01 2.15934091e-01 1.67503156e-01
-1.99257313e-02 -1.31411896e-01]
[ 1.02284872e-01 2.53790358e-01 1.60026275e-01 -1.04611579e-01
-7.89515266e-02 5.41334906e-02 -1.51368678e-01 2.81443523e-01
6.49465416e-02 1.70769339e-01]
[ 3.53523359e-01 3.51867417e-01 -8.08270992e-02 3.11637841e-01
-8.95595117e-01 -2.87248837e-01 -4.93532200e-01 1.77222536e-01
3.91516793e-01 -2.08018336e-02]
[ 4.99337372e-02 1.28619210e-01 2.54489093e-01 2.50641246e-01
-6.22482740e-02 -1.97560546e-01 -1.80464853e-01 -1.32845571e-01
-1.36321528e-01 -2.86635126e-01]
[ 1.74560787e-02 -9.12735723e-02 -1.21886531e-01 -6.38026605e-02
2.34089612e-01 4.21075758e-02 4.98291606e-03 -1.85787048e-01
2.51876990e-02 1.97889029e-01]
[ -3.82048495e-03 -6.38999612e-02 -6.95248470e-02 -6.05656691e-02
-3.78338970e-03 -1.76221511e-01 9.40854189e-02 9.07444041e-03
2.94391554e-02 -5.22810972e-03]
[ 2.99127681e-02 9.36020875e-02 2.43897082e-01 7.37780121e-02
-2.31240571e-01 -1.36801275e-01 8.96165035e-02 3.92620071e-02
-1.86192313e-01 1.06092909e-01]
[ 7.64898081e-02 5.70186357e-02 1.08576215e-01 1.13640887e-02
-2.48753248e-01 6.60565394e-02 3.78410866e-02 -2.70818746e-01
-1.45172169e-02 -8.41063164e-02]
[ -6.96101597e-03 1.18097921e-01 8.53728048e-02 -2.84531521e-02
-7.11664715e-02 1.78467624e-01 7.34398248e-02 1.18254700e-01
-1.92506074e-02 1.74147751e-01]
[ 2.27204203e-01 9.84189048e-02 3.01764096e-02 8.52620243e-02
-2.05390148e-03 -2.60308032e-02 -2.05079256e-01 1.48685431e-01
-5.09504619e-02 -1.54003364e-02]
[ 4.77922165e-02 3.18076275e-02 1.86852233e-02 4.72847284e-02
-4.49073664e-01 -1.25135335e-01 -2.32362553e-01 4.13870174e-02
1.22846729e-01 1.97363119e-01]
[ 5.68102821e-02 4.95036597e-01 1.27170005e-01 4.35491244e-01
-1.26071151e+00 -3.03376967e-01 -5.68191525e-01 -7.11573211e-02
2.99466646e-01 3.41266902e-01]
[ 1.78343924e-01 4.94826708e-01 6.75432832e-02 4.32283167e-01
-1.03063536e+00 -8.30243939e-02 -4.32798068e-01 1.51104787e-01
2.15159604e-01 4.79922623e-01]
[ 2.51975861e-01 3.33991812e-01 2.47345416e-01 1.53280719e-01
-5.10807717e-01 7.93510742e-02 -2.33850119e-01 1.62563807e-01
2.44014681e-01 8.35068072e-02]
[ -7.29861824e-02 2.39037661e-01 2.41329851e-01 1.72668857e-02
-6.42612391e-02 1.30446566e-01 -1.15208558e-01 -1.51496060e-02
-3.18171858e-02 5.14166869e-02]
[ -9.80026953e-02 1.48296319e-02 2.46849794e-02 9.46919125e-02
-7.32684750e-02 1.15274311e-01 2.29815984e-01 1.99996972e-02
-2.73284749e-01 -9.12023500e-02]
[ -2.23683696e-01 -4.07816281e-02 -9.48200823e-02 -3.47500560e-01
1.89125206e-01 1.19999613e-01 1.12838709e-01 1.03011479e-01
-2.09282165e-01 3.02584758e-02]
[ 8.74076033e-03 -4.18405821e-01 -1.28312403e-01 -1.63074991e-01
3.73921508e-01 2.57506661e-02 1.98714789e-01 1.52180538e-01
-1.66698951e-01 -2.23764159e-01]
[ 8.73360701e-02 -2.77013757e-01 -1.66338262e-01 -5.31875197e-02
-4.96726455e-02 -3.60047158e-02 1.54144032e-01 -1.58291638e-01
9.26230833e-02 -1.92398758e-01]
[ -1.12459000e-01 2.43534040e-02 2.66758551e-01 4.58618555e-03
1.46970834e-01 7.64692465e-02 6.71385307e-02 -2.96529029e-01
-1.04197458e-01 -5.04875493e-02]
[ -3.39378678e-01 5.56553894e-03 1.81724485e-02 -1.41328765e-02
1.41728456e-01 -1.79090650e-01 1.73903688e-02 2.34872989e-01
-7.46425928e-02 8.43639834e-02]
[ 1.55509581e-01 -3.82228510e-03 -2.29155868e-01 -6.27407937e-02
8.62786660e-02 -3.04789835e-01 7.39889216e-02 -1.65602714e-01
1.45588444e-02 -1.69851988e-01]
[ 2.22791391e-01 -2.00403963e-01 6.87956078e-02 -7.01672408e-03
6.46230331e-02 -4.25463274e-02 4.13710920e-02 -1.35427347e-01
1.25263635e-01 -1.61072335e-01]
[ -1.03880030e-01 -8.50462697e-02 1.21855166e-01 1.10358058e-01
2.53750820e-02 -1.15393404e-01 2.54543411e-01 -7.83723106e-02
1.82449935e-01 -7.24935033e-04]
[ -3.68381194e-02 -2.13326911e-01 1.84238910e-01 -3.02062522e-01
-2.10923350e-01 1.31403733e-01 1.14359381e-01 -1.22919587e-01
-9.85840670e-03 1.85812073e-01]]
[[ 0.63346199]
[ 1.74503332]
[ 0.23477793]
[ 0.8840789 ]
[-2.75244033]
[-0.2646428 ]
[-1.76234761]
[ 0.07949643]
[ 0.6916139 ]
[ 0.88532868]]
Progress: 47.9% ... Training loss: 0.263 ... Validation loss: 0.447[[ 0.16878573 0.27203704 -0.10227798 0.11276844 -0.47841474 -0.07230232
-0.09110858 0.12070859 -0.04704001 0.21079629]
[ 0.00904585 0.12562783 -0.02088816 0.04152146 0.09389622 -0.00510898
0.3366923 0.04050018 0.13886816 -0.03284578]
[ 0.20664062 0.786008 0.01422962 -0.04441884 0.77063498 -0.02475846
-0.95028937 -0.04058034 0.06422206 0.2986972 ]
[ 0.06913462 -0.40384116 -0.18655677 0.22663976 -0.02618664 0.11971302
0.21954127 0.06686595 0.15434843 0.32955091]
[-0.02625438 0.07720652 -0.14825031 0.04403071 -0.09383179 -0.18117925
0.09191404 -0.11683309 -0.19321862 -0.05180821]
[-0.40180297 -0.67590999 -0.3044359 0.1412978 -0.17891121 0.04411423
0.38296271 -0.04058642 -0.03866499 -0.04280205]
[-0.00190147 -0.25352561 0.0106414 0.09566729 -0.04475607 -0.07283067
0.18019929 -0.1912974 0.20246803 0.04601304]
[ 0.10856845 -0.28583446 0.03121206 -0.07520165 -0.01969057 -0.04816744
0.08560181 0.11728324 0.08006816 -0.02142665]
[-0.17866955 -0.19406509 -0.30296952 -0.02228022 -0.06719019 0.06856978
-0.08497998 -0.0298553 0.26685486 -0.13507667]
[ 0.02126741 -0.45320139 0.071691 -0.03079231 -0.2463935 -0.10475163
0.23767517 -0.11209236 -0.01191797 0.05413539]
[-0.08212403 -0.13947556 0.00382387 -0.13172046 -0.09808147 0.01139327
0.24277988 -0.10266414 -0.0017227 -0.11233658]
[-0.11733057 -0.21820061 -0.06752701 0.02148277 0.29643723 0.0969987
0.16680941 -0.01548286 -0.15976651 -0.20009656]
[-0.15877503 0.00215783 0.06108408 0.01927964 -0.16873892 -0.21884744
-0.17455935 -0.1972686 0.08455387 0.17114178]
[-0.28535094 -0.35015758 0.09405627 0.21236815 -0.15464873 -0.06345378
0.10714119 -0.26139237 -0.27732976 -0.09352601]
[ 0.09445891 -0.21142033 -0.02532605 0.10820111 -0.05468032 -0.08621833
0.2646192 0.00183095 0.01919714 -0.00632318]
[ 0.03812059 -0.11701077 -0.21038008 0.15103296 -0.08618682 0.08098197
-0.02968203 -0.01995685 -0.08660602 -0.00214982]
[-0.11683172 -0.08520604 -0.20029978 0.16403566 -0.01035285 0.13178433
0.00654403 -0.25032466 0.07700052 -0.1887055 ]
[-0.06032532 -0.04950954 0.2787536 0.11198568 0.08412698 -0.06468268
-0.12161378 0.12137184 0.08530833 0.05133799]
[ 0.06322277 -0.00995688 0.08920138 0.09282528 0.01188855 -0.01791972
0.19471642 0.12040503 -0.02240639 -0.05287389]
[ 0.01274643 -0.13496976 -0.29171045 -0.04964931 0.08172163 -0.09383373
0.11583635 0.16285732 0.11006758 -0.02863586]
[ 0.05376768 -0.03818786 -0.11387359 0.05457104 -0.14553123 0.31814193
0.26978935 0.20495901 -0.15189984 -0.05119139]
[ 0.0018683 -0.01758371 0.12263303 0.10765338 0.01763925 0.10574271
-0.08942618 -0.04186069 0.21822645 0.08498186]
[ 0.11445358 0.07649618 -0.04287291 -0.09221537 -0.1229266 -0.33202832
0.12182147 0.00880197 0.14826301 0.09521122]
[-0.10361631 -0.06171561 -0.01596594 0.02265533 -0.04059403 -0.20484467
-0.05000099 -0.02027026 0.01853106 0.12650114]
[-0.16637281 -0.13630281 -0.20566191 -0.02940537 -0.29382413 0.00322803
0.07012564 -0.02613173 -0.01670246 0.03171023]
[-0.0305788 -0.14061563 -0.07500511 -0.12557465 0.52653441 0.27533753
0.60693148 0.11310743 -0.18103339 -0.37911936]
[-0.01625646 -0.44946089 -0.0307051 -0.07139251 0.65113917 0.09983186
0.57349319 0.09148731 0.03125223 -0.38679022]
[ 0.01311475 -0.50516298 -0.04305068 -0.10327315 0.66582211 0.02181765
0.53783108 0.0488449 -0.36171173 -0.21689658]
[-0.17482139 -0.64497456 -0.01071788 -0.20541628 0.77917424 -0.09066872
0.66500008 -0.08333086 -0.06949997 0.08489355]
[-0.30328004 -0.47333298 0.05356533 -0.05307777 0.92592617 0.14337793
0.48350737 0.04697954 -0.09306851 -0.14071635]
[-0.2134978 -0.3555477 0.24943465 -0.24912215 0.68493372 -0.04298149
0.73583167 0.01230621 -0.26250732 -0.03270553]
[-0.14203482 -0.26230887 -0.18512496 -0.1152352 0.52633292 -0.22605987
0.21596454 0.16751628 -0.01982705 -0.13124389]
[ 0.10232532 0.25413082 0.16003832 -0.10457219 -0.07981991 0.05412196
-0.15178312 0.28144761 0.06496855 0.17079514]
[ 0.35357645 0.35214473 -0.08077852 0.31184369 -0.89602257 -0.28729137
-0.4934829 0.17723628 0.39167218 -0.02060604]
[ 0.04960208 0.12789092 0.25436029 0.25017635 -0.06084461 -0.19741706
-0.17978002 -0.13288997 -0.1367045 -0.28712938]
[ 0.01759432 -0.09121661 -0.12184895 -0.06361847 0.23326067 0.04205609
0.00463231 -0.18577549 0.02531528 0.19810498]
[-0.00301725 -0.06224559 -0.0692494 -0.05946579 -0.0063134 -0.17656791
0.0922428 0.0091757 0.03032232 -0.00410764]
[ 0.03005788 0.09404701 0.24396095 0.07398524 -0.23181875 -0.13686825
0.08918336 0.03927983 -0.18603755 0.10628434]
[ 0.07728994 0.05867535 0.10888433 0.01250972 -0.25173928 0.06571783
0.03619634 -0.27072173 -0.01359685 -0.08303074]
[-0.00744909 0.11684264 0.08518071 -0.02917427 -0.06896338 0.17867735
0.07468826 0.11818935 -0.01981353 0.17341878]
[ 0.22760806 0.09921617 0.03033534 0.08585903 -0.00299408 -0.02620368
-0.20604125 0.14873682 -0.05055109 -0.01480524]
[ 0.04790614 0.03202168 0.01872788 0.04742849 -0.44945964 -0.12518388
-0.23252753 0.04140214 0.12298416 0.1975058 ]
[ 0.05546107 0.49111657 0.12666271 0.43357004 -1.25792065 -0.30283389
-0.56421741 -0.07132882 0.29801962 0.33937269]
[ 0.17842265 0.49557405 0.0675779 0.43219576 -1.03177243 -0.08304958
-0.43339599 0.15110665 0.21518311 0.47977166]
[ 0.25184258 0.33363349 0.24730817 0.15308707 -0.51019218 0.07940685
-0.23357906 0.16254717 0.24388435 0.08331955]
[-0.07286723 0.23943774 0.24138936 0.01747038 -0.06497556 0.13038198
-0.11559622 -0.01513034 -0.03166029 0.05160116]
[-0.09817423 0.01435885 0.02462392 0.09446071 -0.0725306 0.11534522
0.23028577 0.01997819 -0.27346832 -0.09142359]
[-0.22355989 -0.04049979 -0.09477527 -0.34734999 0.18864505 0.11994786
0.11251643 0.10302713 -0.209149 0.03040712]
[ 0.00865884 -0.41862829 -0.1283486 -0.1632143 0.37419245 0.02578422
0.19885604 0.15216843 -0.16680496 -0.22388154]
[ 0.08863298 -0.27470539 -0.16588794 -0.05139317 -0.05419579 -0.03655828
0.15157539 -0.1581338 0.09402281 -0.19068633]
[-0.11242429 0.02443695 0.2667999 0.00473709 0.14635769 0.07640919
0.06659336 -0.29651557 -0.10395487 -0.05050499]
[-0.33947595 0.00540137 0.01812552 -0.01430832 0.14211869 -0.17903497
0.01770102 0.23485976 -0.0747921 0.0842174 ]
[ 0.15504142 -0.00516649 -0.22935997 -0.06349869 0.08850127 -0.30462109
0.07500463 -0.16567322 0.01396571 -0.17052545]
[ 0.22282081 -0.20024992 0.06884869 -0.00685751 0.06337587 -0.04259206
0.04169124 -0.13540819 0.12529769 -0.1609396 ]
[-0.10439943 -0.08638096 0.12166057 0.10961676 0.02730509 -0.11518521
0.25581628 -0.07843767 0.18188566 -0.00143759]
[-0.03741649 -0.21522212 0.18406253 -0.30298488 -0.2114762 0.13166113
0.11623532 -0.12299903 -0.01048354 0.18494758]]
[[ 0.63274466]
[ 1.74167594]
[ 0.23222453]
[ 0.88378544]
[-2.75293977]
[-0.26377007]
[-1.75995165]
[ 0.07822639]
[ 0.68985098]
[ 0.88401314]]
Progress: 48.0% ... Training loss: 0.264 ... Validation loss: 0.450[[ 1.69520988e-01 2.73924559e-01 -1.01964228e-01 1.13598192e-01
-4.78277847e-01 -7.24925397e-02 -9.26665104e-02 1.20810986e-01
-4.62528416e-02 2.11845526e-01]
[ 8.51382778e-03 1.24528657e-01 -2.10866587e-02 4.07344645e-02
9.54564309e-02 -4.87285183e-03 3.37682385e-01 4.04305014e-02
1.38267086e-01 -3.35744932e-02]
[ 2.08616664e-01 7.89455679e-01 1.49409271e-02 -4.19395076e-02
7.65126421e-01 -2.55589512e-02 -9.55146053e-01 -4.03360752e-02
6.61815832e-02 3.01163711e-01]
[ 6.95237814e-02 -4.01717362e-01 -1.86445047e-01 2.27451305e-01
-2.94117337e-02 1.19515434e-01 2.17297304e-01 6.69042988e-02
1.54570708e-01 3.28693885e-01]
[ -2.32083798e-02 8.41622638e-02 -1.47120251e-01 4.84557762e-02
-1.01181074e-01 -1.82477226e-01 8.49101778e-02 -1.16429860e-01
-1.89739756e-01 -4.72820959e-02]
[ -4.02505625e-01 -6.76819478e-01 -3.04674380e-01 1.40329035e-01
-1.76412544e-01 4.44494816e-02 3.84489014e-01 -4.06689679e-02
-3.93922585e-02 -4.33467045e-02]
[ -3.15572445e-04 -2.50386001e-01 1.12374982e-02 9.77590291e-02
-5.02387478e-02 -7.34443701e-02 1.76895154e-01 -1.91101197e-01
2.04164245e-01 4.82135782e-02]
[ 1.07695417e-01 -2.88480989e-01 3.08904833e-02 -7.65164997e-02
-1.61380540e-02 -4.77917068e-02 8.76804218e-02 1.17177449e-01
7.90707905e-02 -2.26053424e-02]
[ -1.78374400e-01 -1.93252324e-01 -3.02909916e-01 -2.19668286e-02
-6.90871419e-02 6.84695921e-02 -8.55740313e-02 -2.98280451e-02
2.67190170e-01 -1.34725248e-01]
[ 2.01015596e-02 -4.55832145e-01 7.12660155e-02 -3.26530394e-02
-2.43161328e-01 -1.04183783e-01 2.40524290e-01 -1.12248181e-01
-1.31303798e-02 5.25507713e-02]
[ -8.06556693e-02 -1.36634072e-01 4.34669956e-03 -1.29792401e-01
-1.02045504e-01 1.08375437e-02 2.40025051e-01 -1.02480876e-01
-2.74076956e-04 -1.10433244e-01]
[ -1.17327716e-01 -2.18014982e-01 -6.75291986e-02 2.15369563e-02
2.95840641e-01 9.69836672e-02 1.66421847e-01 -1.54751778e-02
-1.59695849e-01 -1.99586667e-01]
[ -1.58775031e-01 2.15782556e-03 6.10840783e-02 1.92796392e-02
-1.68738923e-01 -2.18847437e-01 -1.74559352e-01 -1.97268601e-01
8.45538715e-02 1.71141776e-01]
[ -2.85301897e-01 -3.50165143e-01 9.40890547e-02 2.12483600e-01
-1.54887202e-01 -6.34710452e-02 1.07118450e-01 -2.61385384e-01
-2.77291485e-01 -9.34785470e-02]
[ 9.45922447e-02 -2.10637193e-01 -2.52482233e-02 1.08417224e-01
-5.47389705e-02 -8.62576221e-02 2.63918546e-01 1.85080531e-03
1.93615577e-02 -6.09397997e-03]
[ 3.83792390e-02 -1.16984792e-01 -2.10308773e-01 1.51300314e-01
-8.62088410e-02 8.09130493e-02 -2.95655588e-02 -1.99255395e-02
-8.63312771e-02 -1.40704330e-03]
[ -1.16520810e-01 -8.45956916e-02 -2.00187784e-01 1.64439014e-01
-1.15889693e-02 1.31663425e-01 5.98942827e-03 -2.50286294e-01
7.73321302e-02 -1.88276652e-01]
[ -6.05512167e-02 -5.02747136e-02 2.78677679e-01 1.11715092e-01
8.51392965e-02 -6.45776490e-02 -1.20875115e-01 1.21343348e-01
8.50424803e-02 5.10882633e-02]
[ 6.37300091e-02 -8.55495788e-03 8.93906445e-02 9.33729871e-02
1.03833559e-02 -1.81079280e-02 1.93175832e-01 1.20466294e-01
-2.18786011e-02 -5.22574371e-02]
[ 1.19859799e-02 -1.36743716e-01 -2.92009272e-01 -5.08014019e-02
8.48908088e-02 -9.35155498e-02 1.17506517e-01 1.62757977e-01
1.09186275e-01 -2.97666119e-02]
[ 5.42138241e-02 -3.74327659e-02 -1.13691511e-01 5.52763038e-02
-1.47417190e-01 3.17942823e-01 2.69002359e-01 2.05028068e-01
-1.51354935e-01 -5.04545520e-02]
[ 1.88108160e-03 -1.78185606e-02 1.22618007e-01 1.07599556e-01
1.78677252e-02 1.05763896e-01 -8.95951156e-02 -4.18640329e-02
2.18122532e-01 8.49952521e-02]
[ 1.14346100e-01 7.64914150e-02 -4.29299141e-02 -9.24082797e-02
-1.23302799e-01 -3.31962684e-01 1.22128297e-01 8.78139989e-03
1.48270830e-01 9.50013327e-02]
[ -1.03612120e-01 -6.15584615e-02 -1.59627597e-02 2.26231485e-02
-4.09050533e-02 -2.04856814e-01 -5.01435799e-02 -2.02697276e-02
1.85451906e-02 1.26532828e-01]
[ -1.66695932e-01 -1.36853780e-01 -2.05787898e-01 -2.98375220e-02
-2.93928917e-01 3.36094275e-03 7.09173303e-02 -2.61722407e-02
-1.70481866e-02 3.12825380e-02]
[ -3.05313948e-02 -1.40662341e-01 -7.49798080e-02 -1.25498235e-01
5.26311011e-01 2.75314716e-01 6.06990836e-01 1.13113926e-01
-1.80963483e-01 -3.79048844e-01]
[ -1.62813864e-02 -4.49590884e-01 -3.07134684e-02 -7.14228225e-02
6.51296108e-01 9.98401903e-02 5.73595329e-01 9.14857142e-02
3.12228715e-02 -3.86829125e-01]
[ 1.27347965e-02 -5.06042377e-01 -4.31907183e-02 -1.03803638e-01
6.67224254e-01 2.19755758e-02 5.38910324e-01 4.88000207e-02
-3.62127571e-01 -2.17383501e-01]
[ -1.74803374e-01 -6.44968223e-01 -1.07104654e-02 -2.05384786e-01
7.79134010e-01 -9.06752499e-02 6.65011512e-01 -8.33286896e-02
-6.94775753e-02 8.49207756e-02]
[ -3.03221490e-01 -4.73346026e-01 5.35639078e-02 -5.30342761e-02
9.26025168e-01 1.43368670e-01 4.83485416e-01 4.69823403e-02
-9.30384693e-02 -1.40677020e-01]
[ -2.13648037e-01 -3.56149617e-01 2.49388602e-01 -2.49321889e-01
6.85410782e-01 -4.29226551e-02 7.36381799e-01 1.22889067e-02
-2.62666188e-01 -3.28790198e-02]
[ -1.41563222e-01 -2.61257541e-01 -1.84947822e-01 -1.14553437e-01
5.24433288e-01 -2.26259767e-01 2.14516293e-01 1.67575514e-01
-1.93433090e-02 -1.30579904e-01]
[ 1.01732459e-01 2.52517426e-01 1.59809455e-01 -1.05441616e-01
-7.71930079e-02 5.43800728e-02 -1.50052667e-01 2.81377594e-01
6.43150130e-02 1.70013408e-01]
[ 3.53390234e-01 3.52457292e-01 -8.08479580e-02 3.11522525e-01
-8.96134447e-01 -2.87189902e-01 -4.92791740e-01 1.77217725e-01
3.91618286e-01 -2.05887121e-02]
[ 4.95461437e-02 1.27779549e-01 2.54344194e-01 2.50060366e-01
-6.05365129e-02 -1.97390835e-01 -1.79574897e-01 -1.32900084e-01
-1.36777215e-01 -2.87208516e-01]
[ 1.79773940e-02 -9.06424425e-02 -1.21721394e-01 -6.30830385e-02
2.31712906e-01 4.19005068e-02 3.72894412e-03 -1.85728103e-01
2.56631517e-02 1.98641749e-01]
[ -2.52636510e-03 -6.09972594e-02 -6.90618205e-02 -5.87693249e-02
-8.46388170e-03 -1.76769623e-01 9.10520512e-02 9.23816271e-03
3.08773758e-02 -3.43222058e-03]
[ 2.96740689e-02 9.29497787e-02 2.43817125e-01 7.34640612e-02
-2.29784123e-01 -1.36702188e-01 9.02567118e-02 3.92281930e-02
-1.86511026e-01 1.05712481e-01]
[ 7.70487038e-02 5.83506508e-02 1.08776503e-01 1.20889538e-02
-2.50615016e-01 6.58435547e-02 3.66040856e-02 -2.70754987e-01
-1.38838740e-02 -8.33217779e-02]
[ -7.39088932e-03 1.17106245e-01 8.52044179e-02 -2.91475107e-02
-6.90562765e-02 1.78661584e-01 7.43249883e-02 1.18193754e-01
-1.97596201e-02 1.73491846e-01]
[ 2.27839251e-01 1.00008282e-01 3.04243248e-02 8.62091783e-02
-4.13952358e-03 -2.63043445e-02 -2.06767572e-01 1.48767319e-01
-5.02911666e-02 -1.44514871e-02]
[ 4.78969040e-02 3.22070159e-02 1.87374079e-02 4.74472692e-02
-4.49634402e-01 -1.25184179e-01 -2.32701420e-01 4.14025863e-02
1.22989298e-01 1.97493275e-01]
[ 5.66185551e-02 4.93380482e-01 1.27093634e-01 4.35123848e-01
-1.26169251e+00 -3.03275509e-01 -5.66805835e-01 -7.11868786e-02
2.99276348e-01 3.41001397e-01]
[ 1.78753602e-01 4.96251892e-01 6.77089254e-02 4.32653924e-01
-1.03355001e+00 -8.31988107e-02 -4.34311474e-01 1.51152535e-01
2.15574170e-01 4.80266585e-01]
[ 2.51274818e-01 3.32215416e-01 2.47083657e-01 1.52224672e-01
-5.08139454e-01 7.96643859e-02 -2.32283127e-01 1.62470295e-01
2.43249044e-01 8.24677974e-02]
[ -7.31952330e-02 2.38758640e-01 2.41267648e-01 1.70206751e-02
-6.38116405e-02 1.30515793e-01 -1.14879709e-01 -1.51715131e-02
-3.20216114e-02 5.11852511e-02]
[ -9.80948574e-02 1.45219541e-02 2.46519772e-02 9.45696198e-02
-7.27974351e-02 1.15308627e-01 2.30139462e-01 1.99878378e-02
-2.73386510e-01 -9.13303343e-02]
[ -2.23607316e-01 -4.06381127e-02 -9.47907795e-02 -3.47413309e-01
1.88867291e-01 1.19967192e-01 1.12668970e-01 1.03021390e-01
-2.09198431e-01 3.03439112e-02]
[ 8.60509018e-03 -4.18717334e-01 -1.28366525e-01 -1.63289954e-01
3.74398838e-01 2.58079309e-02 1.98965680e-01 1.52161320e-01
-1.66864885e-01 -2.23960736e-01]
[ 8.87439903e-02 -2.75025007e-01 -1.65868135e-01 -5.13163755e-02
-5.43408923e-02 -3.65553360e-02 1.51631787e-01 -1.58134107e-01
9.40243304e-02 -1.90651132e-01]
[ -1.12404261e-01 2.48584892e-02 2.66819087e-01 4.67727067e-03
1.46434887e-01 7.64045540e-02 6.61742194e-02 -2.96511843e-01
-1.03955384e-01 -5.04824611e-02]
[ -3.39350498e-01 5.53489457e-03 1.81618522e-02 -1.41496177e-02
1.42204213e-01 -1.79050722e-01 1.75058072e-02 2.34882553e-01
-7.47105660e-02 8.44382320e-02]
[ 1.55681195e-01 -3.50387216e-03 -2.29120704e-01 -6.25968285e-02
8.55976846e-02 -3.04876713e-01 7.29813490e-02 -1.65589591e-01
1.46683562e-02 -1.69608655e-01]
[ 2.21442891e-01 -2.03847415e-01 6.83245903e-02 -8.88192852e-03
6.89178081e-02 -4.20032855e-02 4.54158268e-02 -1.35583901e-01
1.23773266e-01 -1.62446738e-01]
[ -1.03837609e-01 -8.56177165e-02 1.21865077e-01 1.10388285e-01
2.64566851e-02 -1.15395285e-01 2.55100443e-01 -7.83683807e-02
1.82489738e-01 -6.95247113e-04]
[ -3.71912798e-02 -2.13889575e-01 1.84163186e-01 -3.02688018e-01
-2.14612213e-01 1.31552589e-01 1.15514538e-01 -1.22967328e-01
-1.00414979e-02 1.85345650e-01]]
[[ 0.63366412]
[ 1.74648658]
[ 0.23149059]
[ 0.8860317 ]
[-2.75268535]
[-0.26446742]
[-1.76218944]
[ 0.07742278]
[ 0.69062429]
[ 0.88630194]]
Progress: 48.0% ... Training loss: 0.264 ... Validation loss: 0.449[[ 1.70467305e-01 2.77918808e-01 -1.01652437e-01 1.14824420e-01
-4.81198176e-01 -7.27783771e-02 -9.61646974e-02 1.20890654e-01
-4.53881988e-02 2.13002750e-01]
[ 7.99880886e-03 1.23124318e-01 -2.12648586e-02 4.00657615e-02
9.64958381e-02 -4.67464028e-03 3.39394849e-01 4.03696724e-02
1.37817887e-01 -3.43402877e-02]
[ 2.09107389e-01 7.90078590e-01 1.50477923e-02 -4.17564553e-02
7.65903215e-01 -2.56705490e-02 -9.56478477e-01 -4.03244734e-02
6.64370700e-02 3.01790279e-01]
[ 6.67264342e-02 -4.08132349e-01 -1.87459222e-01 2.23913865e-01
-2.14196017e-02 1.20650534e-01 2.24187526e-01 6.65853112e-02
1.51609381e-01 3.25180516e-01]
[ -2.17374693e-02 8.73428317e-02 -1.46473091e-01 5.06784438e-02
-1.08820800e-01 -1.83142119e-01 8.18113466e-02 -1.16239825e-01
-1.88026289e-01 -4.53388196e-02]
[ -4.02736728e-01 -6.76767664e-01 -3.04742932e-01 1.40097308e-01
-1.77642968e-01 4.45567538e-02 3.85062471e-01 -4.06962682e-02
-3.96590653e-02 -4.38585762e-02]
[ 1.23782439e-03 -2.46266740e-01 1.18273293e-02 9.97963754e-02
-5.62272786e-02 -7.40568530e-02 1.72236422e-01 -1.90933023e-01
2.05862017e-01 5.02967788e-02]
[ 1.05966011e-01 -2.92649219e-01 3.01931366e-02 -7.91270410e-02
-9.60711173e-03 -4.69979190e-02 9.21138724e-02 1.16938241e-01
7.70474939e-02 -2.50716839e-02]
[ -1.78156288e-01 -1.92780567e-01 -3.02824064e-01 -2.16398268e-02
-6.99825756e-02 6.83558385e-02 -8.58730575e-02 -2.98032897e-02
2.67592433e-01 -1.34319269e-01]
[ 1.99405352e-02 -4.54664384e-01 7.11549931e-02 -3.33573421e-02
-2.43715461e-01 -1.03994223e-01 2.39687144e-01 -1.12325683e-01
-1.34538876e-02 5.19780107e-02]
[ -7.94446536e-02 -1.33931893e-01 4.81361075e-03 -1.27964441e-01
-1.06542873e-01 1.03119310e-02 2.37447117e-01 -1.02326076e-01
1.08068049e-03 -1.08869432e-01]
[ -1.18378002e-01 -2.21152345e-01 -6.78938495e-02 2.01546674e-02
2.99133247e-01 9.74014473e-02 1.69521102e-01 -1.55993466e-02
-1.60674370e-01 -2.00785231e-01]
[ -1.58963737e-01 1.89985198e-03 6.10026247e-02 1.90603513e-02
-1.68563475e-01 -2.18754341e-01 -1.74194377e-01 -1.97295310e-01
8.43110744e-02 1.70860256e-01]
[ -2.85461955e-01 -3.50341411e-01 9.40280082e-02 2.12351898e-01
-1.54924677e-01 -6.34033665e-02 1.07364021e-01 -2.61404520e-01
-2.77469064e-01 -9.37063013e-02]
[ 9.50260979e-02 -2.09624858e-01 -2.50710638e-02 1.09079191e-01
-5.60903947e-02 -8.64451557e-02 2.63234502e-01 1.90657366e-03
1.98426729e-02 -5.60539072e-03]
[ 3.80497800e-02 -1.17618042e-01 -2.10416231e-01 1.50787961e-01
-8.59068169e-02 8.10484237e-02 -2.88360545e-02 -1.99593098e-02
-8.66405580e-02 -1.88112405e-03]
[ -1.15515877e-01 -8.20434421e-02 -1.99810419e-01 1.65846325e-01
-1.54164423e-02 1.31283665e-01 3.38524663e-03 -2.50184919e-01
7.84451337e-02 -1.86918917e-01]
[ -6.08019867e-02 -5.11385074e-02 2.78593840e-01 1.11274023e-01
8.59774981e-02 -6.44721366e-02 -1.20448241e-01 1.21310215e-01
8.47144205e-02 5.07572588e-02]
[ 6.46646375e-02 -5.95860257e-03 8.97295471e-02 9.46688902e-02
6.51538005e-03 -1.84967550e-02 1.90554994e-01 1.20577683e-01
-2.08616015e-02 -5.10212906e-02]
[ 1.28429637e-02 -1.34140444e-01 -2.91698833e-01 -4.96126762e-02
8.10312835e-02 -9.38750388e-02 1.15190045e-01 1.62858293e-01
1.10078531e-01 -2.87777542e-02]
[ 5.29365129e-02 -4.07422578e-02 -1.14212826e-01 5.32814910e-02
-1.41720627e-01 3.18544380e-01 2.72348216e-01 2.04852668e-01
-1.52881433e-01 -5.23318698e-02]
[ 8.91526530e-04 -2.05401443e-02 1.22238844e-01 1.06252037e-01
2.21253549e-02 1.06175440e-01 -8.67916607e-02 -4.19903737e-02
2.17163872e-01 8.39064049e-02]
[ 1.14585433e-01 7.70047238e-02 -4.28414653e-02 -9.20735724e-02
-1.24434290e-01 -3.32070973e-01 1.21654301e-01 8.80916118e-03
1.48503598e-01 9.53382410e-02]
[ -1.03698135e-01 -6.17981744e-02 -1.59825172e-02 2.25179601e-02
-4.11574260e-02 -2.04829672e-01 -4.99793313e-02 -2.02793089e-02
1.85649440e-02 1.26426661e-01]
[ -1.67261495e-01 -1.37712598e-01 -2.05997850e-01 -3.06714108e-02
-2.92279045e-01 3.61085720e-03 7.19505022e-02 -2.62450668e-02
-1.76940733e-02 3.04904394e-02]
[ -3.03702544e-02 -1.40365080e-01 -7.49158618e-02 -1.25278668e-01
5.25602228e-01 2.75246492e-01 6.06847475e-01 1.13134261e-01
-1.80792969e-01 -3.78893788e-01]
[ -1.62916742e-02 -4.49864403e-01 -3.07223955e-02 -7.14437772e-02
6.51259004e-01 9.98411055e-02 5.73898089e-01 9.14869291e-02
3.12190528e-02 -3.86845663e-01]
[ 1.25925017e-02 -5.06204938e-01 -4.32453457e-02 -1.04009219e-01
6.67658439e-01 2.20384041e-02 5.39119023e-01 4.87816743e-02
-3.62284112e-01 -2.17586173e-01]
[ -1.75102697e-01 -6.45365637e-01 -1.08176515e-02 -2.05799334e-01
7.80237337e-01 -9.05506973e-02 6.65414573e-01 -8.33651033e-02
-6.98069868e-02 8.45192104e-02]
[ -3.03225776e-01 -4.73354941e-01 5.35688042e-02 -5.30148456e-02
9.25988312e-01 1.43365767e-01 4.83509913e-01 4.69833239e-02
-9.30309562e-02 -1.40668757e-01]
[ -2.13751463e-01 -3.56515920e-01 2.49348441e-01 -2.49475608e-01
6.85843827e-01 -4.28768140e-02 7.36753671e-01 1.22743014e-02
-2.62785998e-01 -3.29903586e-02]
[ -1.41583905e-01 -2.61265128e-01 -1.84955670e-01 -1.14582020e-01
5.24480772e-01 -2.26250753e-01 2.14528799e-01 1.67572923e-01
-1.93647001e-02 -1.30622133e-01]
[ 1.01364117e-01 2.52210481e-01 1.59677463e-01 -1.05966814e-01
-7.61628027e-02 5.45343487e-02 -1.49519525e-01 2.81330904e-01
6.38987934e-02 1.69470759e-01]
[ 3.52999872e-01 3.51417543e-01 -8.09892984e-02 3.10942576e-01
-8.95538709e-01 -2.87024440e-01 -4.91423652e-01 1.77165091e-01
3.91182370e-01 -2.11590602e-02]
[ 4.97027099e-02 1.28092923e-01 2.54393384e-01 2.50222010e-01
-6.11658916e-02 -1.97444284e-01 -1.79919107e-01 -1.32883669e-01
-1.36618378e-01 -2.87000941e-01]
[ 1.84565067e-02 -8.91375136e-02 -1.21529688e-01 -6.23623461e-02
2.29526044e-01 4.16930194e-02 2.25378161e-03 -1.85667678e-01
2.62172081e-02 1.99293184e-01]
[ -2.15589647e-03 -5.99820434e-02 -6.89364136e-02 -5.82663135e-02
-1.00759986e-02 -1.76902198e-01 8.99755439e-02 9.27377429e-03
3.12510622e-02 -3.00293829e-03]
[ 2.98334858e-02 9.35208233e-02 2.43894022e-01 7.36797574e-02
-2.30481010e-01 -1.36767721e-01 8.93712750e-02 3.92383638e-02
-1.86354196e-01 1.06020364e-01]
[ 7.73403066e-02 5.90499337e-02 1.08903845e-01 1.25201187e-02
-2.51706146e-01 6.57114887e-02 3.59533353e-02 -2.70717279e-01
-1.35552696e-02 -8.28948795e-02]
[ -7.56530900e-03 1.16662599e-01 8.51262342e-02 -2.94702755e-02
-6.76304294e-02 1.78751605e-01 7.48412496e-02 1.18166406e-01
-1.99919180e-02 1.73193583e-01]
[ 2.27562266e-01 9.91248326e-02 3.03082699e-02 8.57800108e-02
-2.87066048e-03 -2.61768678e-02 -2.06006915e-01 1.48729190e-01
-5.06379854e-02 -1.48605856e-02]
[ 4.79375321e-02 3.24672617e-02 1.87534617e-02 4.75618443e-02
-4.49890617e-01 -1.25211976e-01 -2.32795583e-01 4.14104030e-02
1.23161143e-01 1.97530433e-01]
[ 5.62519521e-02 4.92194695e-01 1.26953287e-01 4.34629592e-01
-1.26031520e+00 -3.03093418e-01 -5.65827631e-01 -7.12408995e-02
2.98911466e-01 3.40682399e-01]
[ 1.78840015e-01 4.96560625e-01 6.76962268e-02 4.32634701e-01
-1.03382902e+00 -8.31949894e-02 -4.34461140e-01 1.51150423e-01
2.15612658e-01 4.80197042e-01]
[ 2.51286412e-01 3.32330930e-01 2.47101862e-01 1.52269231e-01
-5.08124062e-01 7.96568793e-02 -2.32329867e-01 1.62471242e-01
2.43251544e-01 8.24813401e-02]
[ -7.27989325e-02 2.39776537e-01 2.41415112e-01 1.75944013e-02
-6.58165951e-02 1.30345357e-01 -1.15836519e-01 -1.51231930e-02
-3.15773653e-02 5.16644506e-02]
[ -9.81798900e-02 1.43691068e-02 2.46166678e-02 9.44378930e-02
-7.28452343e-02 1.15342191e-01 2.30189266e-01 1.99792726e-02
-2.73440529e-01 -9.14121252e-02]
[ -2.23556905e-01 -4.04956942e-02 -9.47702642e-02 -3.47330898e-01
1.88541295e-01 1.19941786e-01 1.12508588e-01 1.03028814e-01
-2.09133940e-01 3.04218271e-02]
[ 8.45447905e-03 -4.19259922e-01 -1.28423686e-01 -1.63528679e-01
3.74997085e-01 2.58762718e-02 1.99468470e-01 1.52141825e-01
-1.67045441e-01 -2.24178947e-01]
[ 8.93946824e-02 -2.72187355e-01 -1.65638732e-01 -5.04808675e-02
-5.78764846e-02 -3.67787908e-02 1.48812728e-01 -1.58078859e-01
9.46519353e-02 -1.89834694e-01]
[ -1.11564702e-01 2.74962266e-02 2.67106822e-01 5.84541698e-03
1.42934546e-01 7.60707293e-02 6.38931347e-02 -2.96418431e-01
-1.03066578e-01 -4.94692158e-02]
[ -3.38749326e-01 7.11811060e-03 1.84294859e-02 -1.32406254e-02
1.40022389e-01 -1.79320280e-01 1.59676351e-02 2.34959817e-01
-7.40493573e-02 8.52957665e-02]
[ 1.55133730e-01 -5.18703603e-03 -2.29319667e-01 -6.33968437e-02
8.79518861e-02 -3.04627078e-01 7.47319111e-02 -1.65658601e-01
1.40341659e-02 -1.70473812e-01]
[ 2.20326597e-01 -2.06711787e-01 6.79153839e-02 -1.04704645e-02
7.29196624e-02 -4.15277087e-02 4.82059533e-02 -1.35726031e-01
1.22607932e-01 -1.64065531e-01]
[ -1.03961422e-01 -8.57366687e-02 1.21810043e-01 1.10174754e-01
2.69943005e-02 -1.15342525e-01 2.55294536e-01 -7.83871423e-02
1.82407631e-01 -8.95222997e-04]
[ -3.76841324e-02 -2.15807091e-01 1.83951402e-01 -3.03476502e-01
-2.13871573e-01 1.31776278e-01 1.17467222e-01 -1.23036930e-01
-1.05275536e-02 1.84853324e-01]]
[[ 0.63135071]
[ 1.74835272]
[ 0.23038824]
[ 0.88420575]
[-2.75379342]
[-0.26718535]
[-1.76430521]
[ 0.0743146 ]
[ 0.6885844 ]
[ 0.88381216]]
Progress: 48.0% ... Training loss: 0.265 ... Validation loss: 0.447[[ 1.71920631e-01 2.80984775e-01 -1.01131834e-01 1.16877531e-01
-4.86520235e-01 -7.34360458e-02 -9.91822784e-02 1.21072455e-01
-4.38258737e-02 2.15105336e-01]
[ 8.24451969e-03 1.23469790e-01 -2.11847514e-02 4.03796912e-02
9.56180156e-02 -4.76906995e-03 3.38950264e-01 4.03972878e-02
1.37997699e-01 -3.40376650e-02]
[ 2.10170746e-01 7.92710780e-01 1.54707856e-02 -4.00361014e-02
7.61108573e-01 -2.61964077e-02 -9.59610034e-01 -4.01880291e-02
6.76026890e-02 3.03264763e-01]
[ 6.78159419e-02 -4.04955139e-01 -1.86918395e-01 2.26048770e-01
-2.42709901e-02 1.20224458e-01 2.21923836e-01 6.67191791e-02
1.52804882e-01 3.26781075e-01]
[ -2.46968721e-02 8.00097650e-02 -1.47610150e-01 4.63256940e-02
-9.84736146e-02 -1.81918032e-01 8.89147611e-02 -1.16567917e-01
-1.91062873e-01 -4.91807821e-02]
[ -4.03686041e-01 -6.79563431e-01 -3.05150218e-01 1.38516423e-01
-1.74323512e-01 4.49938613e-02 3.87630456e-01 -4.08203462e-02
-4.08093280e-02 -4.53111547e-02]
[ 4.58478755e-04 -2.48208187e-01 1.15212945e-02 9.87465860e-02
-5.38260242e-02 -7.37156757e-02 1.74072744e-01 -1.91021655e-01
2.05062848e-01 4.93121999e-02]
[ 1.07645416e-01 -2.88893337e-01 3.08262889e-02 -7.66178910e-02
-1.65031390e-02 -4.77652224e-02 8.77310812e-02 1.17150845e-01
7.87347808e-02 -2.27514936e-02]
[ -1.76735635e-01 -1.89468415e-01 -3.02317178e-01 -1.97037619e-02
-7.47630737e-02 6.77754758e-02 -8.93182523e-02 -2.96360631e-02
2.69074120e-01 -1.32419605e-01]
[ 2.09354534e-02 -4.53556654e-01 7.14611685e-02 -3.20731200e-02
-2.47986976e-01 -1.04419621e-01 2.37448092e-01 -1.12201032e-01
-1.25592560e-02 5.32001502e-02]
[ -7.88522852e-02 -1.32323130e-01 5.02348848e-03 -1.27150767e-01
-1.09164902e-01 1.00594618e-02 2.35658405e-01 -1.02254807e-01
1.65995327e-03 -1.07982536e-01]
[ -1.18593891e-01 -2.21538019e-01 -6.79831845e-02 1.98713119e-02
3.00070977e-01 9.75099341e-02 1.70125186e-01 -1.56281454e-02
-1.60928732e-01 -2.01111570e-01]
[ -1.58963737e-01 1.89985198e-03 6.10026247e-02 1.90603513e-02
-1.68563475e-01 -2.18754341e-01 -1.74194377e-01 -1.97295310e-01
8.43110744e-02 1.70860256e-01]
[ -2.85821010e-01 -3.50869731e-01 9.38628856e-02 2.11779132e-01
-1.53843963e-01 -6.32125278e-02 1.08037522e-01 -2.61456623e-01
-2.77934902e-01 -9.42738599e-02]
[ 9.48625041e-02 -2.10526590e-01 -2.51465739e-02 1.08702690e-01
-5.49226999e-02 -8.63832718e-02 2.63867695e-01 1.88448577e-03
1.96470359e-02 -5.83668523e-03]
[ 3.75305546e-02 -1.19064242e-01 -2.10592181e-01 1.50103210e-01
-8.39332064e-02 8.12461045e-02 -2.75050225e-02 -2.00151049e-02
-8.71552648e-02 -2.52292896e-03]
[ -1.16687597e-01 -8.48757970e-02 -2.00226758e-01 1.64301810e-01
-1.11167869e-02 1.31767705e-01 6.50956611e-03 -2.50312681e-01
7.72532539e-02 -1.88530906e-01]
[ -5.95176611e-02 -4.79307843e-02 2.79028662e-01 1.13045297e-01
8.07961471e-02 -6.50096643e-02 -1.23716141e-01 1.21458288e-01
8.60676597e-02 5.25583401e-02]
[ 6.41708859e-02 -7.36872540e-03 8.95511008e-02 9.39504814e-02
8.17337052e-03 -1.82740920e-02 1.91668214e-01 1.20515252e-01
-2.13874279e-02 -5.17037024e-02]
[ 1.33543155e-02 -1.33037522e-01 -2.91509666e-01 -4.88637869e-02
7.94115929e-02 -9.41090651e-02 1.13844106e-01 1.62920048e-01
1.10606804e-01 -2.80802630e-02]
[ 5.32507515e-02 -4.00571401e-02 -1.14092216e-01 5.37548499e-02
-1.43157415e-01 3.18403042e-01 2.71593396e-01 2.04893940e-01
-1.52532307e-01 -5.18756848e-02]
[ 2.40680488e-03 -1.68711998e-02 1.22794824e-01 1.08395997e-01
1.59159490e-02 1.05516735e-01 -9.08230337e-02 -4.18050819e-02
2.18664068e-01 8.59631959e-02]
[ 1.15288508e-01 7.84606829e-02 -4.25914605e-02 -9.10869649e-02
-1.27269230e-01 -3.32369277e-01 1.19973519e-01 8.89273885e-03
1.49219480e-01 9.63067263e-02]
[ -1.03870983e-01 -6.22044289e-02 -1.60480812e-02 2.22656099e-02
-4.03785478e-02 -2.04755058e-01 -4.94519761e-02 -2.02992876e-02
1.83753615e-02 1.26177289e-01]
[ -1.67338173e-01 -1.37977461e-01 -2.06044784e-01 -3.08316687e-02
-2.91911229e-01 3.67965765e-03 7.22050156e-02 -2.62577580e-02
-1.78377756e-02 3.02775340e-02]
[ -3.05462596e-02 -1.40795534e-01 -7.49767221e-02 -1.25524120e-01
5.26249055e-01 2.75317486e-01 6.07136627e-01 1.13114413e-01
-1.80973238e-01 -3.79094664e-01]
[ -1.60012386e-02 -4.49370343e-01 -3.06096775e-02 -7.10098117e-02
6.50500768e-01 9.97090858e-02 5.73228284e-01 9.15245922e-02
3.15185283e-02 -3.86422748e-01]
[ 1.23665841e-02 -5.06751174e-01 -4.33293009e-02 -1.04325732e-01
6.68581222e-01 2.21348107e-02 5.39715798e-01 4.87540221e-02
-3.62533375e-01 -2.17872607e-01]
[ -1.74881673e-01 -6.45220355e-01 -1.07346281e-02 -2.05471008e-01
7.79300783e-01 -9.06507139e-02 6.65128611e-01 -8.33378049e-02
-6.95523182e-02 8.48328067e-02]
[ -3.03240890e-01 -4.73394658e-01 5.35676311e-02 -5.30274232e-02
9.26265594e-01 1.43371869e-01 4.83538580e-01 4.69817804e-02
-9.30454787e-02 -1.40683175e-01]
[ -2.13626246e-01 -3.56355512e-01 2.49390475e-01 -2.49309460e-01
6.85296514e-01 -4.29278163e-02 7.36546354e-01 1.22880590e-02
-2.62659851e-01 -3.28298435e-02]
[ -1.41487383e-01 -2.61202132e-01 -1.84917929e-01 -1.14442502e-01
5.24091011e-01 -2.26294119e-01 2.14395477e-01 1.67586221e-01
-1.92770499e-02 -1.30478593e-01]
[ 1.01725184e-01 2.53899419e-01 1.59816260e-01 -1.05384259e-01
-7.86094505e-02 5.43650596e-02 -1.51322415e-01 2.81375481e-01
6.42584562e-02 1.69987188e-01]
[ 3.53633813e-01 3.52773957e-01 -8.07450263e-02 3.11856059e-01
-8.96302961e-01 -2.87260719e-01 -4.92526390e-01 1.77243708e-01
3.91892419e-01 -2.03150258e-02]
[ 4.99042098e-02 1.28339117e-01 2.54469448e-01 2.50439481e-01
-6.16014614e-02 -1.97507115e-01 -1.80319296e-01 -1.32863615e-01
-1.36416979e-01 -2.86814803e-01]
[ 1.86644428e-02 -8.87918054e-02 -1.21447641e-01 -6.20351357e-02
2.28810000e-01 4.15952047e-02 1.83453741e-03 -1.85640924e-01
2.64702967e-02 1.99605277e-01]
[ -2.16500011e-03 -5.99559469e-02 -6.89427146e-02 -5.82945826e-02
-1.04099401e-02 -1.76897862e-01 8.97146554e-02 9.26933870e-03
3.12052845e-02 -3.04877864e-03]
[ 3.00455098e-02 9.38694821e-02 2.43985457e-01 7.40009590e-02
-2.31222533e-01 -1.36864965e-01 8.90837608e-02 3.92662189e-02
-1.86137822e-01 1.06329982e-01]
[ 7.74150348e-02 5.91082525e-02 1.08889391e-01 1.25739300e-02
-2.52358173e-01 6.56666249e-02 3.59478300e-02 -2.70703531e-01
-1.34716795e-02 -8.27489015e-02]
[ -6.67082239e-03 1.18719263e-01 8.54533583e-02 -2.82493571e-02
-7.10640315e-02 1.78358733e-01 7.28123245e-02 1.18273579e-01
-1.89886936e-02 1.74443920e-01]
[ 2.26883100e-01 9.73561881e-02 3.00396342e-02 8.47625225e-02
-4.29752717e-05 -2.58924312e-02 -2.04498859e-01 1.48645811e-01
-5.14022582e-02 -1.58531244e-02]
[ 4.76851346e-02 3.19470179e-02 1.86607498e-02 4.72063566e-02
-4.48896462e-01 -1.25112811e-01 -2.32339710e-01 4.13802797e-02
1.22884720e-01 1.97191520e-01]
[ 5.63540121e-02 4.92635079e-01 1.26956492e-01 4.34702723e-01
-1.26229625e+00 -3.03115930e-01 -5.66214394e-01 -7.12313718e-02
2.98850122e-01 3.40631191e-01]
[ 1.78828088e-01 4.96329564e-01 6.76791460e-02 4.32612739e-01
-1.03364711e+00 -8.31758903e-02 -4.34271058e-01 1.51144701e-01
2.15582445e-01 4.80163176e-01]
[ 2.51229179e-01 3.32117906e-01 2.47084354e-01 1.52222863e-01
-5.07963302e-01 7.96769000e-02 -2.32111604e-01 1.62467164e-01
2.43209968e-01 8.24597784e-02]
[ -7.30430002e-02 2.39310014e-01 2.41308750e-01 1.72014118e-02
-6.49324358e-02 1.30463964e-01 -1.15343749e-01 -1.51538337e-02
-3.18640013e-02 5.13114077e-02]
[ -9.83176135e-02 1.43186890e-02 2.45680902e-02 9.42660567e-02
-7.25268727e-02 1.15399701e-01 2.30281827e-01 1.99622523e-02
-2.73597268e-01 -9.15941764e-02]
[ -2.23584066e-01 -4.07532511e-02 -9.47871939e-02 -3.47368230e-01
1.88633603e-01 1.19952028e-01 1.12675062e-01 1.03025654e-01
-2.09148835e-01 3.03998200e-02]
[ 8.24075376e-03 -4.19835348e-01 -1.28500881e-01 -1.63845600e-01
3.75871569e-01 2.59700832e-02 1.99997180e-01 1.52116227e-01
-1.67299294e-01 -2.24458685e-01]
[ 8.89629799e-02 -2.72833859e-01 -1.65807590e-01 -5.10122118e-02
-5.82098566e-02 -3.65851559e-02 1.49618965e-01 -1.58132541e-01
9.42622430e-02 -1.90392963e-01]
[ -1.11312914e-01 2.79313841e-02 2.67186320e-01 6.16050468e-03
1.41943479e-01 7.59745514e-02 6.32349868e-02 -2.96389959e-01
-1.02900948e-01 -4.91719813e-02]
[ -3.39285716e-01 5.76635446e-03 1.82054474e-02 -1.40702158e-02
1.42010832e-01 -1.79074571e-01 1.72883969e-02 2.34889188e-01
-7.46736627e-02 8.45021113e-02]
[ 1.54486871e-01 -6.79014275e-03 -2.29558759e-01 -6.43342927e-02
9.02943802e-02 -3.04397382e-01 7.57930347e-02 -1.65725374e-01
1.32841074e-02 -1.71277320e-01]
[ 2.20974514e-01 -2.05214643e-01 6.81750907e-02 -9.51299424e-03
7.03230980e-02 -4.18157851e-02 4.62782370e-02 -1.35643371e-01
1.23251295e-01 -1.63219533e-01]
[ -1.03202851e-01 -8.44338882e-02 1.22068676e-01 1.11180335e-01
2.61137540e-02 -1.15620649e-01 2.54089160e-01 -7.82943156e-02
1.83130146e-01 1.44938574e-05]
[ -3.63560578e-02 -2.13109986e-01 1.84412271e-01 -3.01641717e-01
-2.19356775e-01 1.31200235e-01 1.14646661e-01 -1.22882683e-01
-9.07546391e-03 1.86738505e-01]]
[[ 0.63757078]
[ 1.75329045]
[ 0.23678972]
[ 0.88721264]
[-2.75032491]
[-0.26232786]
[-1.76252984]
[ 0.08012958]
[ 0.69635659]
[ 0.89102948]]
Progress: 48.1% ... Training loss: 0.266 ... Validation loss: 0.447[[ 1.69770722e-01 2.74510367e-01 -1.01932961e-01 1.13789608e-01
-4.77399612e-01 -7.25218413e-02 -9.26486574e-02 1.20808303e-01
-4.62862211e-02 2.12184825e-01]
[ 8.45392046e-03 1.23851141e-01 -2.11148910e-02 4.06705973e-02
9.46140186e-02 -4.86344684e-03 3.38572076e-01 4.04228647e-02
1.38192436e-01 -3.37862626e-02]
[ 2.09008815e-01 7.88644356e-01 1.51112399e-02 -4.18077287e-02
7.67205171e-01 -2.56478875e-02 -9.56011555e-01 -4.03339321e-02
6.63250266e-02 3.01875119e-01]
[ 6.58409859e-02 -4.09688382e-01 -1.87673183e-01 2.23203932e-01
-1.41523691e-02 1.21068056e-01 2.27588303e-01 6.64390708e-02
1.50734156e-01 3.24252893e-01]
[ -2.53742509e-02 7.77955230e-02 -1.47988277e-01 4.51234532e-02
-9.33245469e-02 -1.81621476e-01 9.01907622e-02 -1.16671622e-01
-1.92036979e-01 -5.03138535e-02]
[ -4.04028185e-01 -6.79818433e-01 -3.05307771e-01 1.37996629e-01
-1.74564045e-01 4.51517081e-02 3.88355356e-01 -4.08665996e-02
-4.13040207e-02 -4.60629387e-02]
[ 2.46436183e-04 -2.49143658e-01 1.14944041e-02 9.84421282e-02
-5.34694243e-02 -7.36658726e-02 1.74921812e-01 -1.91031584e-01
2.04891887e-01 4.92132434e-02]
[ 1.06235705e-01 -2.93617221e-01 3.03149928e-02 -7.86282968e-02
-1.11695724e-02 -4.71422001e-02 9.23570639e-02 1.16973103e-01
7.71436838e-02 -2.46877230e-02]
[ -1.76481296e-01 -1.89169254e-01 -3.02176441e-01 -1.92505560e-02
-7.67726605e-02 6.76375729e-02 -8.91525073e-02 -2.95975778e-02
2.69453740e-01 -1.32052833e-01]
[ 1.96090724e-02 -4.58097128e-01 7.09922343e-02 -3.39846087e-02
-2.45070011e-01 -1.03865856e-01 2.41809075e-01 -1.12353286e-01
-1.41451635e-02 5.14483135e-02]
[ -7.90191578e-02 -1.32938964e-01 4.94286698e-03 -1.27458067e-01
-1.08366908e-01 1.01414227e-02 2.36325993e-01 -1.02279581e-01
1.49016221e-03 -1.08331403e-01]
[ -1.18592391e-01 -2.21825366e-01 -6.79068711e-02 2.00182234e-02
2.99357029e-01 9.74697916e-02 1.71157113e-01 -1.56163976e-02
-1.60766435e-01 -2.01065891e-01]
[ -1.59181540e-01 1.72831187e-03 6.09208640e-02 1.87507761e-02
-1.68124441e-01 -2.18657156e-01 -1.73889179e-01 -1.97325468e-01
8.40273454e-02 1.70495084e-01]
[ -2.86316008e-01 -3.51354869e-01 9.36463615e-02 2.10991025e-01
-1.52832984e-01 -6.29760098e-02 1.08751631e-01 -2.61527935e-01
-2.78604417e-01 -9.51257189e-02]
[ 9.46536319e-02 -2.10945934e-01 -2.52394154e-02 1.08406804e-01
-5.46383857e-02 -8.62929031e-02 2.64529411e-01 1.85836674e-03
1.94296115e-02 -6.15186754e-03]
[ 3.79835581e-02 -1.17838409e-01 -2.10396710e-01 1.50829581e-01
-8.61403614e-02 8.10265205e-02 -2.85963594e-02 -1.99480083e-02
-8.66716230e-02 -1.96343705e-03]
[ -1.16807704e-01 -8.58166490e-02 -2.00254368e-01 1.64186162e-01
-1.09269155e-02 1.31783794e-01 7.40731609e-03 -2.50315407e-01
7.71631935e-02 -1.88564164e-01]
[ -6.01061358e-02 -4.95934135e-02 2.78828282e-01 1.12196778e-01
8.34260033e-02 -6.47599425e-02 -1.22184094e-01 1.21384107e-01
8.54337074e-02 5.17754418e-02]
[ 6.42424364e-02 -6.99874517e-03 8.95817830e-02 9.39654509e-02
7.62776899e-03 -1.83043121e-02 1.91212971e-01 1.20521787e-01
-2.13132356e-02 -5.16269202e-02]
[ 1.31767321e-02 -1.34250570e-01 -2.91548891e-01 -4.90567382e-02
7.96034448e-02 -9.40121588e-02 1.14959887e-01 1.62905267e-01
1.10460065e-01 -2.82686449e-02]
[ 5.30242698e-02 -4.06360922e-02 -1.14170863e-01 5.34284066e-02
-1.42468249e-01 3.18494156e-01 2.72351728e-01 2.04866067e-01
-1.52770983e-01 -5.21870269e-02]
[ 1.57177410e-03 -1.94006803e-02 1.22460138e-01 1.07116053e-01
1.97494794e-02 1.05884210e-01 -8.83518714e-02 -4.19201276e-02
2.17608601e-01 8.47406206e-02]
[ 1.15252865e-01 7.81675649e-02 -4.26142631e-02 -9.11516053e-02
-1.27099277e-01 -3.32354698e-01 1.20453185e-01 8.88782250e-03
1.49115145e-01 9.62388898e-02]
[ -1.03233961e-01 -6.07755412e-02 -1.57970790e-02 2.32006190e-02
-4.37215692e-02 -2.05031053e-01 -5.10080694e-02 -2.02155719e-02
1.91377833e-02 1.27095291e-01]
[ -1.67522115e-01 -1.38494795e-01 -2.06064226e-01 -3.09773307e-02
-2.91374926e-01 3.73545171e-03 7.30428194e-02 -2.62735907e-02
-1.78789936e-02 3.00763931e-02]
[ -3.06090733e-02 -1.41421524e-01 -7.50121414e-02 -1.25637207e-01
5.26459037e-01 2.75352333e-01 6.07683295e-01 1.13103665e-01
-1.81095415e-01 -3.79220052e-01]
[ -1.59898934e-02 -4.49513980e-01 -3.06060486e-02 -7.09861116e-02
6.50425838e-01 9.96975279e-02 5.73228950e-01 9.15284694e-02
3.15248614e-02 -3.86359661e-01]
[ 1.23808517e-02 -5.06900265e-01 -4.33218953e-02 -1.04310200e-01
6.68309670e-01 2.21232414e-02 5.39863496e-01 4.87559598e-02
-3.62566087e-01 -2.17977864e-01]
[ -1.75163869e-01 -6.45857518e-01 -1.08467698e-02 -2.05898524e-01
7.80422179e-01 -9.05309668e-02 6.65802094e-01 -8.33762999e-02
-6.98952022e-02 8.44194497e-02]
[ -3.03558952e-01 -4.74344898e-01 5.34534809e-02 -5.34619240e-02
9.27296869e-01 1.43501909e-01 4.84465071e-01 4.69457615e-02
-9.33763495e-02 -1.41090957e-01]
[ -2.13119812e-01 -3.55604871e-01 2.49600825e-01 -2.48517037e-01
6.83020048e-01 -4.31699544e-02 7.35789919e-01 1.23606107e-02
-2.62020710e-01 -3.20202023e-02]
[ -1.41495705e-01 -2.61229623e-01 -1.84918421e-01 -1.14455249e-01
5.24074544e-01 -2.26290817e-01 2.14443336e-01 1.67585526e-01
-1.92865515e-02 -1.30482917e-01]
[ 1.01371492e-01 2.52765154e-01 1.59672357e-01 -1.05955923e-01
-7.67940493e-02 5.45267952e-02 -1.50205001e-01 2.81325677e-01
6.38201470e-02 1.69445339e-01]
[ 3.53817129e-01 3.53569152e-01 -8.06340588e-02 3.12111205e-01
-8.97024851e-01 -2.87337915e-01 -4.92908210e-01 1.77269170e-01
3.92177455e-01 -2.01141076e-02]
[ 4.95244425e-02 1.27402123e-01 2.54319589e-01 2.49856901e-01
-6.00405848e-02 -1.97358747e-01 -1.79649347e-01 -1.32913839e-01
-1.36868452e-01 -2.87359369e-01]
[ 1.89518201e-02 -8.80821706e-02 -1.21341805e-01 -6.16279642e-02
2.27572240e-01 4.14691642e-02 1.20561188e-03 -1.85603233e-01
2.67956531e-02 1.99966069e-01]
[ -2.44381123e-03 -6.11553178e-02 -6.90571601e-02 -5.86633599e-02
-8.68232543e-03 -1.76797839e-01 9.09155198e-02 9.23554734e-03
3.09223653e-02 -3.40469166e-03]
[ 2.97834238e-02 9.34407746e-02 2.43890076e-01 7.36499193e-02
-2.30021743e-01 -1.36755067e-01 8.97104694e-02 3.92339105e-02
-1.86399731e-01 1.05978080e-01]
[ 7.64663381e-02 5.68228581e-02 1.08498881e-01 1.11017696e-02
-2.48546888e-01 6.61021760e-02 3.80765896e-02 -2.70833816e-01
-1.45964175e-02 -8.41720879e-02]
[ -6.74303086e-03 1.18511656e-01 8.54490953e-02 -2.83311624e-02
-7.10299507e-02 1.78395807e-01 7.29597600e-02 1.18262741e-01
-1.90375142e-02 1.74387353e-01]
[ 2.27091803e-01 9.79902713e-02 3.01178237e-02 8.50306692e-02
-8.94700691e-04 -2.59749921e-02 -2.05100816e-01 1.48671639e-01
-5.11733352e-02 -1.55673842e-02]
[ 4.80380437e-02 3.31218427e-02 1.87937228e-02 4.76855546e-02
-4.50930871e-01 -1.25245073e-01 -2.33148409e-01 4.14223197e-02
1.23197905e-01 1.97611554e-01]
[ 5.59504226e-02 4.92083178e-01 1.26788802e-01 4.34105236e-01
-1.26258799e+00 -3.02960880e-01 -5.65216608e-01 -7.12790841e-02
2.98348765e-01 3.40024409e-01]
[ 1.79284649e-01 4.96965939e-01 6.78922979e-02 4.33410741e-01
-1.03628189e+00 -8.33614179e-02 -4.34781164e-01 1.51215998e-01
2.16209280e-01 4.80923121e-01]
[ 2.51190804e-01 3.32108350e-01 2.47095439e-01 1.52213685e-01
-5.07868625e-01 7.96807205e-02 -2.32122575e-01 1.62467061e-01
2.43194328e-01 8.24557080e-02]
[ -7.33190029e-02 2.38581262e-01 2.41216649e-01 1.68170379e-02
-6.37725992e-02 1.30578103e-01 -1.14655522e-01 -1.51876357e-02
-3.21629236e-02 5.09613117e-02]
[ -9.83712905e-02 1.42179164e-02 2.45465916e-02 9.41893539e-02
-7.23338842e-02 1.15423956e-01 2.30382812e-01 1.99550039e-02
-2.73660627e-01 -9.16686814e-02]
[ -2.23731461e-01 -4.11839840e-02 -9.48307011e-02 -3.47535193e-01
1.89208390e-01 1.20000956e-01 1.13078008e-01 1.03011571e-01
-2.09283355e-01 3.02320826e-02]
[ 8.39597548e-03 -4.19603630e-01 -1.28444109e-01 -1.63615791e-01
3.75188335e-01 2.59049263e-02 1.99637850e-01 1.52136260e-01
-1.67141123e-01 -2.24245759e-01]
[ 8.88168883e-02 -2.73552812e-01 -1.65909845e-01 -5.13368538e-02
-5.82601806e-02 -3.64816518e-02 1.50536007e-01 -1.58160223e-01
9.40208002e-02 -1.90702580e-01]
[ -1.11678226e-01 2.68962476e-02 2.67046521e-01 5.66133664e-03
1.43762741e-01 7.61213603e-02 6.43609659e-02 -2.96434314e-01
-1.03334345e-01 -4.97211372e-02]
[ -3.39440376e-01 5.17923278e-03 1.81726452e-02 -1.42620182e-02
1.42313857e-01 -1.79062913e-01 1.77656090e-02 2.34878520e-01
-7.48052651e-02 8.43717361e-02]
[ 1.53623883e-01 -9.05200716e-03 -2.29824938e-01 -6.54664289e-02
9.24955315e-02 -3.04009694e-01 7.85514577e-02 -1.65826102e-01
1.23933031e-02 -1.72452820e-01]
[ 2.20401076e-01 -2.06374453e-01 6.79875825e-02 -1.02225348e-02
7.18928705e-02 -4.16156827e-02 4.77882928e-02 -1.35705417e-01
1.22628105e-01 -1.64109704e-01]
[ -1.03023026e-01 -8.47128956e-02 1.22160987e-01 1.11466557e-01
2.44946932e-02 -1.15705651e-01 2.54283146e-01 -7.82666408e-02
1.83348432e-01 3.41019959e-04]
[ -3.61429527e-02 -2.12683288e-01 1.84493500e-01 -3.01452102e-01
-2.20140555e-01 1.31128245e-01 1.14029658e-01 -1.22860319e-01
-8.85044243e-03 1.87046600e-01]]
[[ 0.63119855]
[ 1.74924666]
[ 0.23163904]
[ 0.88065145]
[-2.75532166]
[-0.26691377]
[-1.76810139]
[ 0.07570901]
[ 0.69082569]
[ 0.88444128]]
Progress: 48.1% ... Training loss: 0.263 ... Validation loss: 0.446[[ 1.68412184e-01 2.71080084e-01 -1.02493432e-01 1.11613513e-01
-4.70762002e-01 -7.18231919e-02 -8.90745797e-02 1.20641139e-01
-4.78721384e-02 2.09976177e-01]
[ 8.10708006e-03 1.23007806e-01 -2.12476876e-02 4.01686444e-02
9.54344501e-02 -4.71413552e-03 3.39224594e-01 4.03804061e-02
1.37802778e-01 -3.42645773e-02]
[ 2.08235156e-01 7.87351230e-01 1.47738228e-02 -4.31996144e-02
7.72197406e-01 -2.52463973e-02 -9.54024563e-01 -4.04288421e-02
6.54982308e-02 3.00517268e-01]
[ 6.67354504e-02 -4.07480082e-01 -1.87356494e-01 2.24364359e-01
-2.04440004e-02 1.20623384e-01 2.25438092e-01 6.65554839e-02
1.51648418e-01 3.25268391e-01]
[ -2.49372778e-02 8.01354847e-02 -1.47814787e-01 4.58401269e-02
-9.47746645e-02 -1.81775907e-01 8.89355625e-02 -1.16604462e-01
-1.91463295e-01 -5.01156739e-02]
[ -4.03998926e-01 -6.80054606e-01 -3.05293840e-01 1.38113132e-01
-1.75457753e-01 4.51361531e-02 3.88444014e-01 -4.08635043e-02
-4.12920093e-02 -4.60224297e-02]
[ 1.13385894e-03 -2.47053280e-01 1.18183328e-02 9.96157046e-02
-5.58121995e-02 -7.39873257e-02 1.72509254e-01 -1.90920307e-01
2.05769333e-01 5.04021677e-02]
[ 1.05988138e-01 -2.94765960e-01 3.01733571e-02 -7.91374916e-02
-1.02604634e-02 -4.69788564e-02 9.34553118e-02 1.16941817e-01
7.69087338e-02 -2.52984449e-02]
[ -1.77459247e-01 -1.91860256e-01 -3.02525042e-01 -2.06073076e-02
-7.34887545e-02 6.80249951e-02 -8.63107466e-02 -2.97127432e-02
2.68423280e-01 -1.33371960e-01]
[ 1.91034228e-02 -4.60396931e-01 7.07569007e-02 -3.48721188e-02
-2.43103603e-01 -1.03551369e-01 2.43642730e-01 -1.12419714e-01
-1.47796356e-02 5.06016704e-02]
[ -7.87783185e-02 -1.32361203e-01 5.01269697e-03 -1.27152406e-01
-1.09342974e-01 1.00452692e-02 2.35741800e-01 -1.02246534e-01
1.74016190e-03 -1.08196999e-01]
[ -1.18636418e-01 -2.22088860e-01 -6.78937448e-02 2.00242061e-02
2.99323220e-01 9.74652162e-02 1.71523759e-01 -1.56150976e-02
-1.60757915e-01 -2.01054068e-01]
[ -1.59181540e-01 1.72831187e-03 6.09208640e-02 1.87507761e-02
-1.68124441e-01 -2.18657156e-01 -1.73889179e-01 -1.97325468e-01
8.40273454e-02 1.70495084e-01]
[ -2.86496607e-01 -3.51917896e-01 9.35964265e-02 2.10788512e-01
-1.52876142e-01 -6.29184892e-02 1.09342580e-01 -2.61545491e-01
-2.78763857e-01 -9.53077531e-02]
[ 9.45641199e-02 -2.11047051e-01 -2.52743442e-02 1.08309515e-01
-5.44524595e-02 -8.62444952e-02 2.64572646e-01 1.84513189e-03
1.92640107e-02 -6.29652024e-03]
[ 3.79187035e-02 -1.18375429e-01 -2.10405424e-01 1.50782596e-01
-8.57397556e-02 8.10287997e-02 -2.83085427e-02 -1.99439575e-02
-8.66557968e-02 -2.06280286e-03]
[ -1.15749255e-01 -8.38647491e-02 -1.99870396e-01 1.65631458e-01
-1.37176560e-02 1.31409936e-01 5.12286774e-03 -2.50193199e-01
7.83031185e-02 -1.87077341e-01]
[ -5.96623183e-02 -4.84316101e-02 2.79003347e-01 1.12821045e-01
8.14622729e-02 -6.49648809e-02 -1.23374801e-01 1.21442905e-01
8.58620092e-02 5.23630694e-02]
[ 6.35414408e-02 -8.16403445e-03 8.93017156e-02 9.29145091e-02
1.05692896e-02 -1.80023520e-02 1.92554672e-01 1.20431773e-01
-2.21517870e-02 -5.26474473e-02]
[ 1.34474916e-02 -1.33514023e-01 -2.91485891e-01 -4.88002426e-02
7.90779781e-02 -9.40761140e-02 1.14038016e-01 1.62937338e-01
1.10750099e-01 -2.80703148e-02]
[ 5.34781128e-02 -3.97785870e-02 -1.13980057e-01 5.41511338e-02
-1.44421122e-01 3.18291269e-01 2.71668080e-01 2.04932589e-01
-1.52193018e-01 -5.15228849e-02]
[ 8.88285239e-04 -2.15554802e-02 1.22172818e-01 1.06042518e-01
2.21069294e-02 1.06201894e-01 -8.62034767e-02 -4.20151259e-02
2.16833523e-01 8.36786697e-02]
[ 1.14811378e-01 7.66324748e-02 -4.27673494e-02 -9.17481102e-02
-1.25703073e-01 -3.32195364e-01 1.21941547e-01 8.83638438e-03
1.48675315e-01 9.56617533e-02]
[ -1.03480069e-01 -6.13054688e-02 -1.58911315e-02 2.28554359e-02
-4.27608287e-02 -2.04926481e-01 -5.03628652e-02 -2.02433043e-02
1.88660891e-02 1.26763971e-01]
[ -1.67650777e-01 -1.38601816e-01 -2.06121342e-01 -3.11890320e-02
-2.91384872e-01 3.80309142e-03 7.31939397e-02 -2.62943472e-02
-1.80568034e-02 2.98560416e-02]
[ -3.03791363e-02 -1.41034575e-01 -7.49309098e-02 -1.25314829e-01
5.25431092e-01 2.75254015e-01 6.07255402e-01 1.13131273e-01
-1.80846304e-01 -3.78903543e-01]
[ -1.59707388e-02 -4.49849235e-01 -3.06095195e-02 -7.09733887e-02
6.50199775e-01 9.96921917e-02 5.73497803e-01 9.15317366e-02
3.15260587e-02 -3.86334106e-01]
[ 1.20388452e-02 -5.07874426e-01 -4.34559210e-02 -1.04806577e-01
6.69759501e-01 2.22705973e-02 5.40947795e-01 4.87133904e-02
-3.62942761e-01 -2.18473125e-01]
[ -1.75152843e-01 -6.46069874e-01 -1.08213948e-02 -2.05812038e-01
7.80304982e-01 -9.05628223e-02 6.65974691e-01 -8.33673154e-02
-6.98228837e-02 8.45148524e-02]
[ -3.03667271e-01 -4.74811048e-01 5.34125773e-02 -5.36246543e-02
9.27605610e-01 1.43550345e-01 4.84896905e-01 4.69317447e-02
-9.35073682e-02 -1.41231075e-01]
[ -2.12972859e-01 -3.55321230e-01 2.49655278e-01 -2.48302757e-01
6.82427889e-01 -4.32356467e-02 7.35457003e-01 1.23790764e-02
-2.61865838e-01 -3.18127586e-02]
[ -1.41362427e-01 -2.60884492e-01 -1.84870052e-01 -1.14279931e-01
5.23390823e-01 -2.26349076e-01 2.14057421e-01 1.67600030e-01
-1.91399686e-02 -1.30283310e-01]
[ 1.00596914e-01 2.50839738e-01 1.59337049e-01 -1.07181877e-01
-7.40785650e-02 5.49062161e-02 -1.48441687e-01 2.81222755e-01
6.29127567e-02 1.68289901e-01]
[ 3.53889715e-01 3.53524705e-01 -8.06190470e-02 3.12149870e-01
-8.97418839e-01 -2.87348754e-01 -4.92949970e-01 1.77275054e-01
3.92196120e-01 -2.00944880e-02]
[ 4.95155213e-02 1.27480597e-01 2.54315107e-01 2.49839610e-01
-6.01683925e-02 -1.97356482e-01 -1.79750418e-01 -1.32914524e-01
-1.36880293e-01 -2.87362325e-01]
[ 1.87025513e-02 -8.87502975e-02 -1.21436793e-01 -6.19600097e-02
2.28416940e-01 4.15579509e-02 1.85114881e-03 -1.85624631e-01
2.65692698e-02 1.99611978e-01]
[ -2.15421999e-03 -6.08561142e-02 -6.89384457e-02 -5.82474474e-02
-9.44162623e-03 -1.76956162e-01 9.04208263e-02 9.27432196e-03
3.12769425e-02 -3.02590172e-03]
[ 2.99794134e-02 9.39324645e-02 2.43971702e-01 7.39564530e-02
-2.30420994e-01 -1.36820319e-01 8.94301025e-02 3.92582869e-02
-1.86218810e-01 1.06281710e-01]
[ 7.60814828e-02 5.59350385e-02 1.08371059e-01 1.06049730e-02
-2.46805898e-01 6.62578394e-02 3.90099473e-02 -2.70877396e-01
-1.50063610e-02 -8.47060806e-02]
[ -7.38415524e-03 1.17396491e-01 8.52055631e-02 -2.93042798e-02
-6.82119663e-02 1.78679129e-01 7.43489429e-02 1.18178823e-01
-1.98027400e-02 1.73430151e-01]
[ 2.27003712e-01 9.79445765e-02 3.00849252e-02 8.49060760e-02
-5.44296067e-04 -2.59363426e-02 -2.04909612e-01 1.48661828e-01
-5.12643185e-02 -1.56912558e-02]
[ 4.84335172e-02 3.42254253e-02 1.89372181e-02 4.82559091e-02
-4.52600540e-01 -1.25413966e-01 -2.34202908e-01 4.14717286e-02
1.23645628e-01 1.98083698e-01]
[ 5.74607879e-02 4.95360996e-01 1.27367453e-01 4.36253060e-01
-1.26735764e+00 -3.03528724e-01 -5.68631495e-01 -7.10913875e-02
3.00081277e-01 3.42104415e-01]
[ 1.78970815e-01 4.96278702e-01 6.77637333e-02 4.32961401e-01
-1.03534175e+00 -8.32355364e-02 -4.34226430e-01 1.51176031e-01
2.15863896e-01 4.80461379e-01]
[ 2.50665051e-01 3.30715448e-01 2.46906757e-01 1.51472237e-01
-5.06285534e-01 7.98932472e-02 -2.30731271e-01 1.62404264e-01
2.42626237e-01 8.17257390e-02]
[ -7.32277618e-02 2.39031525e-01 2.41227559e-01 1.69076287e-02
-6.42472417e-02 1.30554702e-01 -1.15085123e-01 -1.51816278e-02
-3.21040301e-02 5.10364467e-02]
[ -9.83717291e-02 1.44467428e-02 2.45499004e-02 9.41892541e-02
-7.25493383e-02 1.15428917e-01 2.30122134e-01 1.99536985e-02
-2.73671511e-01 -9.16788828e-02]
[ -2.23859400e-01 -4.15416220e-02 -9.48720539e-02 -3.47695134e-01
1.89546464e-01 1.20049664e-01 1.13393461e-01 1.02997963e-01
-2.09415068e-01 3.00874317e-02]
[ 8.55667275e-03 -4.19422375e-01 -1.28381603e-01 -1.63392989e-01
3.74512282e-01 2.58367205e-02 1.99336570e-01 1.52155778e-01
-1.66958917e-01 -2.24010523e-01]
[ 8.83263289e-02 -2.75840935e-01 -1.66160245e-01 -5.21790603e-02
-5.64404901e-02 -3.62278747e-02 1.52469983e-01 -1.58232590e-01
9.34512818e-02 -1.91537035e-01]
[ -1.12081179e-01 2.57865311e-02 2.66893505e-01 5.10840840e-03
1.44916756e-01 7.62639741e-02 6.52414034e-02 -2.96475748e-01
-1.03737837e-01 -5.02895786e-02]
[ -3.39090337e-01 5.76623299e-03 1.83040894e-02 -1.37794353e-02
1.41870984e-01 -1.79154358e-01 1.70708353e-02 2.34916334e-01
-7.44252062e-02 8.48767183e-02]
[ 1.53617945e-01 -8.83329981e-03 -2.29785564e-01 -6.54212577e-02
9.28813808e-02 -3.04012072e-01 7.85239175e-02 -1.65816441e-01
1.23420449e-02 -1.72423103e-01]
[ 2.19887525e-01 -2.07777556e-01 6.77963533e-02 -1.09524405e-02
7.40813517e-02 -4.13961931e-02 4.92905353e-02 -1.35766307e-01
1.22075922e-01 -1.64819619e-01]
[ -1.02492355e-01 -8.35763130e-02 1.22359212e-01 1.12198887e-01
2.24916289e-02 -1.15937936e-01 2.52918778e-01 -7.81979400e-02
1.83947829e-01 1.04159105e-03]
[ -3.59194972e-02 -2.11810172e-01 1.84566725e-01 -3.01163012e-01
-2.22286122e-01 1.31052231e-01 1.13415792e-01 -1.22833883e-01
-8.62940022e-03 1.87223724e-01]]
[[ 0.62863103]
[ 1.74743547]
[ 0.23016971]
[ 0.88097622]
[-2.75852717]
[-0.26865318]
[-1.76833921]
[ 0.07387675]
[ 0.68992238]
[ 0.88314397]]
Progress: 48.2% ... Training loss: 0.263 ... Validation loss: 0.448[[ 1.68088396e-01 2.70637552e-01 -1.02631117e-01 1.10870989e-01
-4.69753510e-01 -7.16612100e-02 -8.92581843e-02 1.20585982e-01
-4.83474714e-02 2.09395065e-01]
[ 8.27888984e-03 1.23603754e-01 -2.11898767e-02 4.04100620e-02
9.45925113e-02 -4.78615120e-03 3.38536211e-01 4.04006868e-02
1.37982979e-01 -3.40692935e-02]
[ 2.07415459e-01 7.85577669e-01 1.44464720e-02 -4.47754944e-02
7.76924468e-01 -2.48076137e-02 -9.53365741e-01 -4.05412578e-02
6.42494501e-02 2.99075234e-01]
[ 6.97055346e-02 -4.01646881e-01 -1.86236800e-01 2.28857186e-01
-2.90353251e-02 1.19386797e-01 2.19762222e-01 6.69125141e-02
1.54936919e-01 3.29572477e-01]
[ -2.51434634e-02 8.11022235e-02 -1.47826513e-01 4.57090472e-02
-9.61088832e-02 -1.81801607e-01 8.88634128e-02 -1.16619528e-01
-1.91474744e-01 -5.01481589e-02]
[ -4.04122756e-01 -6.80921459e-01 -3.05376049e-01 1.37799409e-01
-1.75948147e-01 4.51829154e-02 3.88847800e-01 -4.08828766e-02
-4.14830636e-02 -4.62404721e-02]
[ 8.75363059e-04 -2.47508885e-01 1.17467706e-02 9.91614909e-02
-5.52943776e-02 -7.38827710e-02 1.72324642e-01 -1.90950815e-01
2.05434129e-01 5.00569479e-02]
[ 1.05486743e-01 -2.96032731e-01 2.99561353e-02 -8.01403486e-02
-8.28303836e-03 -4.67172637e-02 9.41948737e-02 1.16869415e-01
7.62335273e-02 -2.61040387e-02]
[ -1.77792103e-01 -1.92172696e-01 -3.02635266e-01 -2.10846200e-02
-7.35017529e-02 6.81871887e-02 -8.59081781e-02 -2.97561936e-02
2.68083936e-01 -1.33841754e-01]
[ 1.72465415e-02 -4.65281572e-01 6.99875286e-02 -3.80147185e-02
-2.38017130e-01 -1.02672386e-01 2.47200951e-01 -1.12669007e-01
-1.70417774e-02 4.77921070e-02]
[ -7.84614353e-02 -1.30693722e-01 5.20468329e-03 -1.26670020e-01
-1.11397987e-01 9.87925885e-03 2.34229568e-01 -1.02199494e-01
2.15569427e-03 -1.07667650e-01]
[ -1.18312996e-01 -2.21773369e-01 -6.77975752e-02 2.04363135e-02
2.98283614e-01 9.73273468e-02 1.70839075e-01 -1.55785758e-02
-1.60452115e-01 -2.00612504e-01]
[ -1.59181540e-01 1.72831187e-03 6.09208640e-02 1.87507761e-02
-1.68124441e-01 -2.18657156e-01 -1.73889179e-01 -1.97325468e-01
8.40273454e-02 1.70495084e-01]
[ -2.86477111e-01 -3.52032994e-01 9.36013654e-02 2.10798678e-01
-1.53163951e-01 -6.29276906e-02 1.09405276e-01 -2.61543564e-01
-2.78719880e-01 -9.52708056e-02]
[ 9.42899432e-02 -2.11735878e-01 -2.53814757e-02 1.07899159e-01
-5.37955777e-02 -8.61447037e-02 2.65234770e-01 1.81221976e-03
1.89545077e-02 -6.68269017e-03]
[ 3.76738722e-02 -1.19137905e-01 -2.10494167e-01 1.50408934e-01
-8.52985237e-02 8.11286376e-02 -2.77683663e-02 -1.99739348e-02
-8.69129023e-02 -2.36981437e-03]
[ -1.15457745e-01 -8.31766448e-02 -1.99754032e-01 1.66080471e-01
-1.51535031e-02 1.31292553e-01 4.34285842e-03 -2.50161656e-01
7.86556471e-02 -1.86646722e-01]
[ -5.94310542e-02 -4.80308764e-02 2.79099166e-01 1.13092113e-01
8.05925010e-02 -6.50728683e-02 -1.24088261e-01 1.21469504e-01
8.60478427e-02 5.26665735e-02]
[ 6.27704742e-02 -9.37529456e-03 8.90239209e-02 9.16781445e-02
1.34081774e-02 -1.76479502e-02 1.93585691e-01 1.20338468e-01
-2.30903810e-02 -5.38329563e-02]
[ 1.31320210e-02 -1.34340039e-01 -2.91623192e-01 -4.93622505e-02
8.01400190e-02 -9.39264216e-02 1.14686737e-01 1.62894259e-01
1.10330770e-01 -2.85623294e-02]
[ 5.36129490e-02 -3.96795798e-02 -1.13937550e-01 5.43192382e-02
-1.45147505e-01 3.18239464e-01 2.71283744e-01 2.04947267e-01
-1.52019589e-01 -5.12895494e-02]
[ 6.19905303e-04 -2.22991400e-02 1.22073688e-01 1.05611101e-01
2.36428485e-02 1.06327506e-01 -8.54448675e-02 -4.20460765e-02
2.16525554e-01 8.32547917e-02]
[ 1.15481939e-01 7.83281158e-02 -4.25268771e-02 -9.08194092e-02
-1.28210288e-01 -3.32465575e-01 1.19952191e-01 8.91033296e-03
1.49341844e-01 9.65858616e-02]
[ -1.04132723e-01 -6.25558320e-02 -1.61113925e-02 2.19493820e-02
-4.08645905e-02 -2.04649479e-01 -4.88342231e-02 -2.03201040e-02
1.82357847e-02 1.25856259e-01]
[ -1.67688542e-01 -1.38789270e-01 -2.06172298e-01 -3.13443300e-02
-2.91997192e-01 3.82844552e-03 7.31904178e-02 -2.63017503e-02
-1.81571051e-02 2.97911721e-02]
[ -3.03807017e-02 -1.41305082e-01 -7.49269668e-02 -1.25315328e-01
5.25450943e-01 2.75257037e-01 6.07463925e-01 1.13130751e-01
-1.80868000e-01 -3.78939750e-01]
[ -1.59883555e-02 -4.50300304e-01 -3.06260985e-02 -7.10139175e-02
6.50144315e-01 9.96886001e-02 5.73511092e-01 9.15298368e-02
3.15169421e-02 -3.86313373e-01]
[ 1.19052371e-02 -5.08289109e-01 -4.35003380e-02 -1.04993644e-01
6.70342433e-01 2.23256797e-02 5.41365383e-01 4.86988139e-02
-3.63079315e-01 -2.18649819e-01]
[ -1.75201648e-01 -6.46205867e-01 -1.08332045e-02 -2.05858452e-01
7.80539187e-01 -9.05459179e-02 6.66188807e-01 -8.33718254e-02
-6.98577337e-02 8.45049628e-02]
[ -3.03607304e-01 -4.74710312e-01 5.34403540e-02 -5.35322535e-02
9.27381404e-01 1.43520218e-01 4.84736069e-01 4.69373099e-02
-9.34323264e-02 -1.41143727e-01]
[ -2.12858516e-01 -3.55196152e-01 2.49696747e-01 -2.48146277e-01
6.81924172e-01 -4.32868810e-02 7.35258301e-01 1.23930821e-02
-2.61737306e-01 -3.16451188e-02]
[ -1.41587256e-01 -2.61103805e-01 -1.84938384e-01 -1.14594128e-01
5.24340893e-01 -2.26252811e-01 2.14491207e-01 1.67572559e-01
-1.93746258e-02 -1.30581512e-01]
[ 1.00448686e-01 2.50520330e-01 1.59275302e-01 -1.07438594e-01
-7.36818540e-02 5.49804494e-02 -1.48186451e-01 2.81202034e-01
6.27272696e-02 1.68050320e-01]
[ 3.54601695e-01 3.55322420e-01 -8.03617590e-02 3.13115152e-01
-9.00481339e-01 -2.87652996e-01 -4.94899351e-01 1.77361913e-01
3.92931663e-01 -1.90887780e-02]
[ 4.95101861e-02 1.27402557e-01 2.54312417e-01 2.49805626e-01
-5.99995173e-02 -1.97358920e-01 -1.79719680e-01 -1.32913604e-01
-1.36891009e-01 -2.87347703e-01]
[ 1.78955814e-02 -9.07787898e-02 -1.21731028e-01 -6.31052029e-02
2.31168173e-01 4.19111370e-02 3.71269859e-03 -1.85719470e-01
2.56953392e-02 1.98558716e-01]
[ -1.76702575e-03 -6.01057623e-02 -6.88205573e-02 -5.77338104e-02
-1.09280366e-02 -1.77109576e-01 8.94155238e-02 9.31729917e-03
3.16718769e-02 -2.52511633e-03]
[ 2.98794027e-02 9.38357133e-02 2.43924526e-01 7.37691116e-02
-2.30125264e-01 -1.36767772e-01 8.96403321e-02 3.92448296e-02
-1.86341480e-01 1.06120910e-01]
[ 7.63526101e-02 5.66434603e-02 1.08451470e-01 1.08768758e-02
-2.47987486e-01 6.61647964e-02 3.78698605e-02 -2.70854593e-01
-1.47958500e-02 -8.44267054e-02]
[ -7.49996376e-03 1.17150775e-01 8.51637108e-02 -2.94705761e-02
-6.77291151e-02 1.78726730e-01 7.46288814e-02 1.18165041e-01
-1.99338272e-02 1.73270290e-01]
[ 2.26956289e-01 9.80478270e-02 3.00550917e-02 8.47315875e-02
-7.91997727e-04 -2.58793657e-02 -2.05235875e-01 1.48641888e-01
-5.13582587e-02 -1.58343063e-02]
[ 4.85866847e-02 3.45467086e-02 1.89964136e-02 4.84826662e-02
-4.53355120e-01 -1.25485640e-01 -2.34543531e-01 4.14905636e-02
1.23821440e-01 1.98301674e-01]
[ 5.60970793e-02 4.92100487e-01 1.26859605e-01 4.34281981e-01
-1.26357760e+00 -3.02972439e-01 -5.65289108e-01 -7.12509702e-02
2.98593322e-01 3.40225377e-01]
[ 1.79512941e-01 4.97757111e-01 6.79748459e-02 4.33719498e-01
-1.03712324e+00 -8.34740533e-02 -4.35662890e-01 1.51244803e-01
2.16463991e-01 4.81134190e-01]
[ 2.50395790e-01 3.30015284e-01 2.46813261e-01 1.51066169e-01
-5.05002025e-01 8.00180653e-02 -2.30150828e-01 1.62370073e-01
2.42320980e-01 8.13282476e-02]
[ -7.34079089e-02 2.38751951e-01 2.41166572e-01 1.66593427e-02
-6.35354139e-02 1.30638897e-01 -1.14784617e-01 -1.52044218e-02
-3.23174171e-02 5.07589571e-02]
[ -9.86204528e-02 1.38567334e-02 2.44534037e-02 9.38191973e-02
-7.17230597e-02 1.15541825e-01 2.30734880e-01 1.99249807e-02
-2.73951224e-01 -9.20090884e-02]
[ -2.23806860e-01 -4.13862035e-02 -9.48486713e-02 -3.47635449e-01
1.89265255e-01 1.20024547e-01 1.13232033e-01 1.03005191e-01
-2.09354495e-01 3.01601379e-02]
[ 8.75969189e-03 -4.18774481e-01 -1.28307787e-01 -1.63137122e-01
3.73598887e-01 2.57511981e-02 1.98655880e-01 1.52179087e-01
-1.66739752e-01 -2.23727106e-01]
[ 8.88405461e-02 -2.74057779e-01 -1.65965343e-01 -5.14743041e-02
-6.09393333e-02 -3.64187207e-02 1.50671691e-01 -1.58186329e-01
9.40205977e-02 -1.90863308e-01]
[ -1.12459863e-01 2.46542022e-02 2.66754079e-01 4.57757857e-03
1.45898429e-01 7.64299778e-02 6.61106076e-02 -2.96518565e-01
-1.04146513e-01 -5.08227430e-02]
[ -3.39174818e-01 5.52406622e-03 1.82649535e-02 -1.39215640e-02
1.42364784e-01 -1.79126226e-01 1.68887789e-02 2.34903518e-01
-7.45149906e-02 8.48589281e-02]
[ 1.52893864e-01 -1.12750948e-02 -2.30079806e-01 -6.65634857e-02
9.60019052e-02 -3.03711590e-01 8.05800009e-02 -1.65904087e-01
1.14987861e-02 -1.73494616e-01]
[ 2.19328909e-01 -2.09938310e-01 6.75715897e-02 -1.18360340e-02
7.70004966e-02 -4.11440691e-02 5.10302811e-02 -1.35834606e-01
1.21414681e-01 -1.65581954e-01]
[ -1.02218645e-01 -8.22058820e-02 1.22462254e-01 1.12427852e-01
2.13341520e-02 -1.16027545e-01 2.51384280e-01 -7.81695865e-02
1.84122092e-01 1.23115142e-03]
[ -3.61781387e-02 -2.11888383e-01 1.84485133e-01 -3.01646060e-01
-2.22153090e-01 1.31161047e-01 1.13626909e-01 -1.22862652e-01
-8.91082792e-03 1.86906591e-01]]
[[ 0.6239374 ]
[ 1.7417924 ]
[ 0.22417587]
[ 0.87718302]
[-2.76363138]
[-0.27185598]
[-1.77123508]
[ 0.07048934]
[ 0.68581272]
[ 0.87865113]]
Progress: 48.2% ... Training loss: 0.265 ... Validation loss: 0.452[[ 1.66109727e-01 2.65678242e-01 -1.03395972e-01 1.07852041e-01
-4.62308906e-01 -7.06744243e-02 -8.39236528e-02 1.20346630e-01
-5.04505250e-02 2.06514884e-01]
[ 8.33243078e-03 1.23585244e-01 -2.11722497e-02 4.05000263e-02
9.40544786e-02 -4.81211894e-03 3.38500046e-01 4.04071765e-02
1.38015337e-01 -3.40133359e-02]
[ 2.07906567e-01 7.86041715e-01 1.45628178e-02 -4.45791182e-02
7.81275005e-01 -2.48412459e-02 -9.53696930e-01 -4.05073307e-02
6.47522217e-02 2.99590628e-01]
[ 6.70011052e-02 -4.09347929e-01 -1.87176486e-01 2.25241838e-01
-1.80037369e-02 1.20689809e-01 2.28242513e-01 6.65641807e-02
1.51839318e-01 3.25907018e-01]
[ -2.89872986e-02 7.20240410e-02 -1.49114479e-01 4.04188843e-02
-8.58449202e-02 -1.80228608e-01 9.90808280e-02 -1.17031824e-01
-1.95384061e-01 -5.55474668e-02]
[ -4.05358474e-01 -6.83292651e-01 -3.05785655e-01 1.36285093e-01
-1.74898200e-01 4.57101141e-02 3.91835488e-01 -4.10200885e-02
-4.28242431e-02 -4.79795483e-02]
[ -1.28783092e-04 -2.50781136e-01 1.14063254e-02 9.77954682e-02
-5.21258744e-02 -7.34406149e-02 1.75221027e-01 -1.91051162e-01
2.04342033e-01 4.86251908e-02]
[ 1.04841575e-01 -2.97967892e-01 2.96687325e-02 -8.13328016e-02
-4.19627230e-03 -4.63388629e-02 9.63724814e-02 1.16776053e-01
7.55506062e-02 -2.70284774e-02]
[ -1.77581309e-01 -1.92151982e-01 -3.02529540e-01 -2.07497358e-02
-7.52172126e-02 6.80607063e-02 -8.61770924e-02 -2.97269728e-02
2.68387400e-01 -1.33535721e-01]
[ 1.67216893e-02 -4.66998447e-01 6.97779442e-02 -3.88899960e-02
-2.37343713e-01 -1.02420695e-01 2.48898658e-01 -1.12722121e-01
-1.75430662e-02 4.71129310e-02]
[ -8.03529324e-02 -1.35595224e-01 4.56295028e-03 -1.29361829e-01
-1.06136879e-01 1.07553572e-02 2.39318974e-01 -1.02421537e-01
7.82745217e-05 -1.10463596e-01]
[ -1.18570885e-01 -2.22712883e-01 -6.78779863e-02 2.02654920e-02
2.98938845e-01 9.74208303e-02 1.71844730e-01 -1.56051208e-02
-1.60686139e-01 -2.00926621e-01]
[ -1.59181540e-01 1.72831187e-03 6.09208640e-02 1.87507761e-02
-1.68124441e-01 -2.18657156e-01 -1.73889179e-01 -1.97325468e-01
8.40273454e-02 1.70495084e-01]
[ -2.87443091e-01 -3.54074978e-01 9.32423762e-02 2.09557002e-01
-1.52526686e-01 -6.25065880e-02 1.11965491e-01 -2.61651348e-01
-2.79833121e-01 -9.66596254e-02]
[ 9.41502726e-02 -2.12076532e-01 -2.54365838e-02 1.07679528e-01
-5.32910297e-02 -8.60961529e-02 2.65482899e-01 1.79862815e-03
1.88282343e-02 -6.87614488e-03]
[ 3.72618256e-02 -1.19678702e-01 -2.10591392e-01 1.49958234e-01
-8.42970763e-02 8.13132147e-02 -2.70154553e-02 -2.00216196e-02
-8.73317085e-02 -2.93251494e-03]
[ -1.16186494e-01 -8.51554082e-02 -2.00018399e-01 1.65071022e-01
-1.29656973e-02 1.31592357e-01 6.18459880e-03 -2.50238530e-01
7.78462962e-02 -1.87642649e-01]
[ -5.97447985e-02 -4.95434520e-02 2.79012328e-01 1.12663368e-01
8.18604510e-02 -6.49194858e-02 -1.22603339e-01 1.21439638e-01
8.57264738e-02 5.21400243e-02]
[ 6.25545972e-02 -9.61300242e-03 8.89381197e-02 9.13349088e-02
1.44133444e-02 -1.75506592e-02 1.93802485e-01 1.20313119e-01
-2.33411989e-02 -5.41037006e-02]
[ 1.28434819e-02 -1.35280797e-01 -2.91751520e-01 -4.99630218e-02
8.20865480e-02 -9.37505410e-02 1.15330254e-01 1.62847210e-01
1.09972530e-01 -2.91364869e-02]
[ 5.37613467e-02 -3.94332444e-02 -1.13859495e-01 5.46377543e-02
-1.45886967e-01 3.18155755e-01 2.71227005e-01 2.04972449e-01
-1.51752795e-01 -5.09867136e-02]
[ 7.44985538e-04 -2.23589942e-02 1.22070284e-01 1.05652089e-01
2.38294934e-02 1.06337854e-01 -8.52899361e-02 -4.20428923e-02
2.16627985e-01 8.34980648e-02]
[ 1.15073592e-01 7.72163570e-02 -4.26565885e-02 -9.14066285e-02
-1.27744196e-01 -3.32304554e-01 1.21166151e-01 8.86452185e-03
1.48949360e-01 9.59715374e-02]
[ -1.03737103e-01 -6.18743011e-02 -1.59602269e-02 2.25439203e-02
-4.24588037e-02 -2.04840466e-01 -4.97536275e-02 -2.02711479e-02
1.87058740e-02 1.26457256e-01]
[ -1.67558924e-01 -1.38510176e-01 -2.06123475e-01 -3.11548514e-02
-2.92277209e-01 3.77245659e-03 7.28422101e-02 -2.62867638e-02
-1.80185695e-02 2.99815054e-02]
[ -3.02403320e-02 -1.40880184e-01 -7.48753360e-02 -1.25157990e-01
5.24964929e-01 2.75197345e-01 6.07080550e-01 1.13145840e-01
-1.80713823e-01 -3.78788669e-01]
[ -1.57342686e-02 -4.50092567e-01 -3.05397990e-02 -7.06557507e-02
6.49270450e-01 9.95783152e-02 5.73139384e-01 9.15596800e-02
3.17609858e-02 -3.85982986e-01]
[ 1.18916481e-02 -5.08234481e-01 -4.35058175e-02 -1.05016697e-01
6.70398359e-01 2.23335826e-02 5.41274568e-01 4.86968014e-02
-3.63089667e-01 -2.18669411e-01]
[ -1.74743379e-01 -6.45740867e-01 -1.06481782e-02 -2.05117367e-01
7.78283550e-01 -9.07827479e-02 6.65488563e-01 -8.33118378e-02
-6.92983913e-02 8.52344541e-02]
[ -3.03446003e-01 -4.74356699e-01 5.35027588e-02 -5.32874662e-02
9.26928286e-01 1.43445469e-01 4.84330382e-01 4.69566777e-02
-9.32479878e-02 -1.40903768e-01]
[ -2.12907252e-01 -3.55197740e-01 2.49677836e-01 -2.48224994e-01
6.82209467e-01 -4.32656185e-02 7.35219814e-01 1.23859381e-02
-2.61797646e-01 -3.17316931e-02]
[ -1.41674271e-01 -2.61230179e-01 -1.84965540e-01 -1.14716507e-01
5.24753473e-01 -2.26202725e-01 2.14769499e-01 1.67563195e-01
-1.94602434e-02 -1.30657448e-01]
[ 9.96165532e-02 2.48290885e-01 1.58958703e-01 -1.08697895e-01
-6.98929676e-02 5.53729699e-02 -1.45921144e-01 2.81102680e-01
6.17954197e-02 1.67024547e-01]
[ 3.53108608e-01 3.51679653e-01 -8.08526239e-02 3.10976300e-01
-8.95976509e-01 -2.86970109e-01 -4.91079562e-01 1.77182009e-01
3.91372442e-01 -2.13080034e-02]
[ 4.94113196e-02 1.26989035e-01 2.54279362e-01 2.49668442e-01
-5.95028139e-02 -1.97318400e-01 -1.79332841e-01 -1.32924828e-01
-1.36999982e-01 -2.87495201e-01]
[ 1.78092754e-02 -9.10542531e-02 -1.21763701e-01 -6.32309571e-02
2.31575840e-01 4.19497833e-02 3.98557466e-03 -1.85725880e-01
2.55981133e-02 1.98438665e-01]
[ -1.10176362e-03 -5.84738564e-02 -6.85770848e-02 -5.68332960e-02
-1.36347915e-02 -1.77387988e-01 8.76604158e-02 9.39275366e-03
3.24136707e-02 -1.54142783e-03]
[ 3.04665214e-02 9.55303491e-02 2.44116346e-01 7.46354625e-02
-2.32801564e-01 -1.37040191e-01 8.79777135e-02 3.93153721e-02
-1.85666065e-01 1.06942666e-01]
[ 7.58650662e-02 5.58387245e-02 1.08252732e-01 1.01078165e-02
-2.46027314e-01 6.64009659e-02 3.85866563e-02 -2.70918774e-01
-1.54211059e-02 -8.52213236e-02]
[ -7.72878355e-03 1.16621771e-01 8.50966221e-02 -2.97601184e-02
-6.67889222e-02 1.78809748e-01 7.52581538e-02 1.18142233e-01
-2.01490120e-02 1.73017062e-01]
[ 2.26285995e-01 9.64580711e-02 2.98166837e-02 8.37707589e-02
2.23769598e-03 -2.56002351e-02 -2.03561705e-01 1.48564884e-01
-5.20892716e-02 -1.68162352e-02]
[ 4.84722725e-02 3.42919337e-02 1.89612894e-02 4.83222369e-02
-4.52881488e-01 -1.25437025e-01 -2.34314595e-01 4.14784216e-02
1.23694831e-01 1.98139404e-01]
[ 5.61640394e-02 4.92618698e-01 1.26882671e-01 4.34528797e-01
-1.26550623e+00 -3.02965781e-01 -5.65293595e-01 -7.12425679e-02
2.98619585e-01 3.40314229e-01]
[ 1.79991313e-01 4.98379827e-01 6.81568051e-02 4.34412910e-01
-1.04024561e+00 -8.36620614e-02 -4.36260245e-01 1.51305646e-01
2.17031004e-01 4.81698792e-01]
[ 2.49692889e-01 3.28161232e-01 2.46547315e-01 1.50070258e-01
-5.02168974e-01 8.03086958e-02 -2.28232534e-01 1.62288712e-01
2.41556430e-01 8.03598475e-02]
[ -7.38195657e-02 2.37737194e-01 2.41018081e-01 1.60604768e-02
-6.23219421e-02 1.30812910e-01 -1.13793580e-01 -1.52499235e-02
-3.27621767e-02 5.01830369e-02]
[ -9.89204821e-02 1.31013664e-02 2.43391476e-02 9.33732273e-02
-7.05846926e-02 1.15678498e-01 2.31425810e-01 1.98913958e-02
-2.74272561e-01 -9.24259190e-02]
[ -2.23884571e-01 -4.16733515e-02 -9.48743629e-02 -3.47730399e-01
1.89618911e-01 1.20051684e-01 1.13499720e-01 1.02996501e-01
-2.09432515e-01 3.00580589e-02]
[ 8.92681371e-03 -4.18526962e-01 -1.28246711e-01 -1.62882702e-01
3.72797202e-01 2.56769966e-02 1.98318308e-01 1.52198539e-01
-1.66544562e-01 -2.23476237e-01]
[ 8.77794761e-02 -2.77255017e-01 -1.66334243e-01 -5.30794808e-02
-5.71722473e-02 -3.59043870e-02 1.53906755e-01 -1.58318283e-01
9.29078216e-02 -1.92333454e-01]
[ -1.12872441e-01 2.37641891e-02 2.66607222e-01 3.95211597e-03
1.47882644e-01 7.66206792e-02 6.68646010e-02 -2.96566213e-01
-1.04645468e-01 -5.14535826e-02]
[ -3.39635843e-01 3.84838912e-03 1.81113391e-02 -1.44946498e-02
1.43971910e-01 -1.78938398e-01 1.84507757e-02 2.34859159e-01
-7.49383770e-02 8.42489700e-02]
[ 1.53261450e-01 -1.04328059e-02 -2.29944909e-01 -6.59635139e-02
9.36285769e-02 -3.03848710e-01 7.97476653e-02 -1.65862263e-01
1.18891632e-02 -1.73092020e-01]
[ 2.18888234e-01 -2.11131747e-01 6.74145990e-02 -1.23735971e-02
7.85705230e-02 -4.09622070e-02 5.26361207e-02 -1.35882270e-01
1.20961350e-01 -1.66181160e-01]
[ -1.02339137e-01 -8.24028656e-02 1.22435719e-01 1.12311477e-01
2.15852363e-02 -1.16006692e-01 2.51487282e-01 -7.81796182e-02
1.83988143e-01 1.09192146e-03]
[ -3.67241230e-02 -2.13135214e-01 1.84271403e-01 -3.02526276e-01
-2.22369543e-01 1.31423862e-01 1.14992116e-01 -1.22924519e-01
-9.49153984e-03 1.86164135e-01]]
[[ 0.61394368]
[ 1.73578848]
[ 0.21681664]
[ 0.86529541]
[-2.76785362]
[-0.28000618]
[-1.78253122]
[ 0.06209862]
[ 0.67593353]
[ 0.86864375]]
Progress: 48.3% ... Training loss: 0.272 ... Validation loss: 0.460[[ 1.68061577e-01 2.70529965e-01 -1.02736479e-01 1.10444619e-01
-4.67200109e-01 -7.14947541e-02 -8.86873937e-02 1.20538096e-01
-4.84873494e-02 2.08992180e-01]
[ 8.57074686e-03 1.24214303e-01 -2.10895924e-02 4.08374473e-02
9.31082527e-02 -4.92131629e-03 3.38003636e-01 4.04307103e-02
1.38262461e-01 -3.36749513e-02]
[ 2.03036488e-01 7.76519858e-01 1.27249841e-02 -5.17226381e-02
7.94580015e-01 -2.26289344e-02 -9.45059212e-01 -4.10205154e-02
5.90049688e-02 2.92094170e-01]
[ 6.99749441e-02 -4.04463012e-01 -1.86090257e-01 2.29695847e-01
-3.11275517e-02 1.19274880e-01 2.22669384e-01 6.68598569e-02
1.55160682e-01 3.30187640e-01]
[ -3.16314173e-02 6.57232107e-02 -1.50031071e-01 3.65670358e-02
-7.18023748e-02 -1.78981795e-01 1.07032909e-01 -1.17263795e-01
-1.97948995e-01 -5.93488044e-02]
[ -4.04493279e-01 -6.82126310e-01 -3.05466078e-01 1.37504202e-01
-1.77144232e-01 4.52984841e-02 3.90631262e-01 -4.09271129e-02
-4.18180103e-02 -4.67338315e-02]
[ 3.96458643e-05 -2.50423114e-01 1.14202254e-02 9.79719486e-02
-5.20305514e-02 -7.35291041e-02 1.74557273e-01 -1.91031609e-01
2.04425747e-01 4.87110871e-02]
[ 1.05487358e-01 -2.97185397e-01 2.98676848e-02 -8.04888253e-02
-7.63247186e-03 -4.65710016e-02 9.45869060e-02 1.16834069e-01
7.61312374e-02 -2.65192167e-02]
[ -1.76073136e-01 -1.88655193e-01 -3.02006577e-01 -1.86603971e-02
-8.15662934e-02 6.73855103e-02 -8.99581809e-02 -2.95758631e-02
2.70015876e-01 -1.31361660e-01]
[ 1.86139709e-02 -4.63999753e-01 7.03840647e-02 -3.64855835e-02
-2.43268472e-01 -1.03225394e-01 2.44284046e-01 -1.12532179e-01
-1.56646159e-02 4.94888512e-02]
[ -7.91879653e-02 -1.32772237e-01 4.97172418e-03 -1.27680019e-01
-1.11604992e-01 1.02267955e-02 2.36502533e-01 -1.02304945e-01
1.32391156e-03 -1.09068513e-01]
[ -1.18440553e-01 -2.22730918e-01 -6.78374883e-02 2.05081739e-02
2.98395728e-01 9.73466375e-02 1.71841138e-01 -1.55899995e-02
-1.60511173e-01 -2.00682690e-01]
[ -1.59181540e-01 1.72831187e-03 6.09208640e-02 1.87507761e-02
-1.68124441e-01 -2.18657156e-01 -1.73889179e-01 -1.97325468e-01
8.40273454e-02 1.70495084e-01]
[ -2.87313145e-01 -3.54154665e-01 9.33049701e-02 2.09804288e-01
-1.53003034e-01 -6.25936565e-02 1.11963646e-01 -2.61634985e-01
-2.79637203e-01 -9.64655974e-02]
[ 9.47827239e-02 -2.10994559e-01 -2.52185293e-02 1.08491741e-01
-5.44587119e-02 -8.63646562e-02 2.64448455e-01 1.86302312e-03
1.95105269e-02 -5.99094465e-03]
[ 3.75456026e-02 -1.18887124e-01 -2.10486449e-01 1.50355813e-01
-8.40080805e-02 8.12196205e-02 -2.76143449e-02 -1.99910910e-02
-8.70120140e-02 -2.52464819e-03]
[ -1.16670582e-01 -8.63015730e-02 -2.00189034e-01 1.64411019e-01
-1.07755473e-02 1.31791728e-01 7.43147788e-03 -2.50276363e-01
7.73383780e-02 -1.88327482e-01]
[ -5.88196010e-02 -4.73609113e-02 2.79310124e-01 1.13984378e-01
7.70497807e-02 -6.53687464e-02 -1.25289300e-01 1.21533201e-01
8.66923134e-02 5.33982831e-02]
[ 6.20319662e-02 -1.10582404e-02 8.87183265e-02 9.04485279e-02
1.66900331e-02 -1.73046858e-02 1.95005755e-01 1.20245124e-01
-2.40448246e-02 -5.50165848e-02]
[ 1.28822388e-02 -1.35332376e-01 -2.91759474e-01 -4.99251730e-02
8.14329262e-02 -9.37237909e-02 1.15113431e-01 1.62850454e-01
1.09985391e-01 -2.92732190e-02]
[ 5.35628956e-02 -4.00443974e-02 -1.13927953e-01 5.43483972e-02
-1.45279218e-01 3.18253931e-01 2.71779126e-01 2.04948662e-01
-1.51989580e-01 -5.13741031e-02]
[ 1.46481014e-03 -2.11164636e-02 1.22331235e-01 1.06687717e-01
2.07047475e-02 1.06003647e-01 -8.70801961e-02 -4.19665753e-02
2.17394645e-01 8.44944786e-02]
[ 1.16250219e-01 8.00139764e-02 -4.22571906e-02 -8.97860781e-02
-1.32864984e-01 -3.32817494e-01 1.18458652e-01 8.97952946e-03
1.50199795e-01 9.76448585e-02]
[ -1.03568099e-01 -6.14702337e-02 -1.58934808e-02 2.28058075e-02
-4.32698864e-02 -2.04926869e-01 -5.02857753e-02 -2.02521565e-02
1.89033543e-02 1.26720443e-01]
[ -1.67241757e-01 -1.37873016e-01 -2.06011724e-01 -3.07242100e-02
-2.93411843e-01 3.62670906e-03 7.19731631e-02 -2.62539045e-02
-1.76623687e-02 3.04400025e-02]
[ -3.01007099e-02 -1.40652398e-01 -7.48240494e-02 -1.24954787e-01
5.24419343e-01 2.75132696e-01 6.06832418e-01 1.13160507e-01
-1.80563175e-01 -3.78600449e-01]
[ -1.56142471e-02 -4.50099183e-01 -3.05077236e-02 -7.05165428e-02
6.48743517e-01 9.95348484e-02 5.73000228e-01 9.15694647e-02
3.18615348e-02 -3.85843820e-01]
[ 1.20805692e-02 -5.08083188e-01 -4.34338093e-02 -1.04736115e-01
6.69577032e-01 2.22446285e-02 5.41021873e-01 4.87170366e-02
-3.62876004e-01 -2.18404305e-01]
[ -1.74189009e-01 -6.45161074e-01 -1.04548211e-02 -2.04329871e-01
7.76030452e-01 -9.10362734e-02 6.64547102e-01 -8.32557819e-02
-6.87014748e-02 8.59915988e-02]
[ -3.03080557e-01 -4.73823702e-01 5.36509665e-02 -5.26902375e-02
9.25291795e-01 1.43249423e-01 4.83629441e-01 4.69987177e-02
-9.27856274e-02 -1.40336304e-01]
[ -2.13027423e-01 -3.55623844e-01 2.49644304e-01 -2.48367043e-01
6.82692370e-01 -4.32152287e-02 7.35640565e-01 1.23750667e-02
-2.61921134e-01 -3.18726969e-02]
[ -1.41694996e-01 -2.61463473e-01 -1.84975015e-01 -1.14711938e-01
5.24642673e-01 -2.26194630e-01 2.14785569e-01 1.67560883e-01
-1.94990011e-02 -1.30697864e-01]
[ 1.00254832e-01 2.49968526e-01 1.59186735e-01 -1.07784503e-01
-7.24257484e-02 5.50882736e-02 -1.47604518e-01 2.81164055e-01
6.24756100e-02 1.67903460e-01]
[ 3.53137217e-01 3.50855270e-01 -8.08544403e-02 3.10889460e-01
-8.93347948e-01 -2.86924462e-01 -4.90012043e-01 1.77181310e-01
3.91444945e-01 -2.13549127e-02]
[ 4.94890797e-02 1.27106810e-01 2.54309151e-01 2.49781466e-01
-5.98381861e-02 -1.97356601e-01 -1.79545163e-01 -1.32916413e-01
-1.36912845e-01 -2.87376303e-01]
[ 1.82677412e-02 -9.02075278e-02 -1.21612918e-01 -6.25665985e-02
2.29954307e-01 4.17386363e-02 3.14899687e-03 -1.85680954e-01
2.61005532e-02 1.99107331e-01]
[ -1.20340021e-03 -5.86626904e-02 -6.86315382e-02 -5.70473386e-02
-1.34132115e-02 -1.77334840e-01 8.76035765e-02 9.37750394e-03
3.22097733e-02 -1.81562281e-03]
[ 3.05142668e-02 9.59135861e-02 2.44069026e-01 7.45933914e-02
-2.33011357e-01 -1.37061939e-01 8.77404092e-02 3.93138792e-02
-1.85680543e-01 1.06898903e-01]
[ 7.61405902e-02 5.69308421e-02 1.08342505e-01 1.04543020e-02
-2.47730557e-01 6.62964666e-02 3.73530907e-02 -2.70896959e-01
-1.52235236e-02 -8.48937190e-02]
[ -8.03124489e-03 1.15851875e-01 8.49850348e-02 -3.02100635e-02
-6.54429494e-02 1.78952868e-01 7.59908870e-02 1.18110097e-01
-2.05009022e-02 1.72571302e-01]
[ 2.26041585e-01 9.59272918e-02 2.97356112e-02 8.33841957e-02
2.93146525e-03 -2.54983666e-02 -2.03464862e-01 1.48539163e-01
-5.23767859e-02 -1.71676538e-02]
[ 4.84019653e-02 3.43893868e-02 1.89419343e-02 4.82075579e-02
-4.52581693e-01 -1.25411894e-01 -2.34333389e-01 4.14799257e-02
1.23638236e-01 1.98058495e-01]
[ 5.63684292e-02 4.93196019e-01 1.26946338e-01 4.34786216e-01
-1.26609607e+00 -3.03042099e-01 -5.65973093e-01 -7.12163382e-02
2.98845872e-01 3.40498757e-01]
[ 1.80448683e-01 4.99225648e-01 6.83332087e-02 4.35097292e-01
-1.04250144e+00 -8.38717981e-02 -4.37182490e-01 1.51354340e-01
2.17560301e-01 4.82310521e-01]
[ 2.49692889e-01 3.28161232e-01 2.46547315e-01 1.50070258e-01
-5.02168974e-01 8.03086958e-02 -2.28232534e-01 1.62288712e-01
2.41556430e-01 8.03598475e-02]
[ -7.34205769e-02 2.39140154e-01 2.41166301e-01 1.66944497e-02
-6.43464664e-02 1.30615460e-01 -1.15092390e-01 -1.52048769e-02
-3.23129552e-02 5.07952481e-02]
[ -9.88942713e-02 1.31753517e-02 2.43493430e-02 9.34188863e-02
-7.06232598e-02 1.15665667e-01 2.31354434e-01 1.98938452e-02
-2.74240754e-01 -9.24017529e-02]
[ -2.23956452e-01 -4.18523258e-02 -9.49022098e-02 -3.47826731e-01
1.89836323e-01 1.20083874e-01 1.13659104e-01 1.02989246e-01
-2.09511510e-01 2.99569204e-02]
[ 9.06426308e-03 -4.18171338e-01 -1.28198658e-01 -1.62692255e-01
3.72176937e-01 2.56132222e-02 1.97923453e-01 1.52212694e-01
-1.66390494e-01 -2.23279606e-01]
[ 8.87827199e-02 -2.75076487e-01 -1.65977683e-01 -5.16277982e-02
-6.20861934e-02 -3.63735798e-02 1.51247344e-01 -1.58217346e-01
9.39410404e-02 -1.90966321e-01]
[ -1.12851557e-01 2.36221006e-02 2.66629745e-01 4.00379356e-03
1.48002191e-01 7.65893787e-02 6.69650682e-02 -2.96552826e-01
-1.04609845e-01 -5.14781473e-02]
[ -3.38874545e-01 5.57228988e-03 1.83976389e-02 -1.34205504e-02
1.42033888e-01 -1.79260455e-01 1.63356762e-02 2.34936179e-01
-7.40856647e-02 8.53039507e-02]
[ 1.53199127e-01 -1.02748563e-02 -2.29999041e-01 -6.61288988e-02
9.42057828e-02 -3.03813543e-01 7.98042671e-02 -1.65873424e-01
1.17401005e-02 -1.73255206e-01]
[ 2.18289481e-01 -2.12809398e-01 6.71661883e-02 -1.33260934e-02
8.10256925e-02 -4.06526811e-02 5.41439249e-02 -1.35953489e-01
1.20191211e-01 -1.67223059e-01]
[ -1.00727805e-01 -7.90056022e-02 1.23011892e-01 1.14522390e-01
1.60508031e-02 -1.16723094e-01 2.47940880e-01 -7.80112579e-02
1.85774628e-01 3.21583922e-03]
[ -3.62722243e-02 -2.12969472e-01 1.84387783e-01 -3.01867863e-01
-2.25071053e-01 1.31210667e-01 1.14213511e-01 -1.22880188e-01
-8.98132322e-03 1.86862687e-01]]
[[ 0.62147848]
[ 1.73537533]
[ 0.22619454]
[ 0.87723837]
[-2.76459572]
[-0.26959278]
[-1.76226657]
[ 0.07326635]
[ 0.68881272]
[ 0.87946348]]
Progress: 48.4% ... Training loss: 0.265 ... Validation loss: 0.456[[ 1.69196495e-01 2.73557771e-01 -1.02314228e-01 1.11917392e-01
-4.68611841e-01 -7.19665457e-02 -9.19126222e-02 1.20667937e-01
-4.72278606e-02 2.10575543e-01]
[ 8.33296462e-03 1.23564986e-01 -2.11906182e-02 4.05003053e-02
9.26695829e-02 -4.80956788e-03 3.38319976e-01 4.03986271e-02
1.37947361e-01 -3.40453575e-02]
[ 2.03226011e-01 7.77309290e-01 1.27220235e-02 -5.12807415e-02
7.93209925e-01 -2.27579697e-02 -9.46163542e-01 -4.09905506e-02
5.93859568e-02 2.92716595e-01]
[ 6.88534516e-02 -4.06918976e-01 -1.86362126e-01 2.28377960e-01
-2.35804441e-02 1.19750241e-01 2.25601224e-01 6.67413766e-02
1.54010291e-01 3.28911561e-01]
[ -3.24437991e-02 6.38879049e-02 -1.50256739e-01 3.54004624e-02
-6.76828815e-02 -1.78551602e-01 1.09198514e-01 -1.17364780e-01
-1.98843547e-01 -6.05592934e-02]
[ -4.03739407e-01 -6.80117688e-01 -3.05224611e-01 1.38345291e-01
-1.79173672e-01 4.50146989e-02 3.88516414e-01 -4.08431698e-02
-4.10706313e-02 -4.59544557e-02]
[ 3.89204260e-04 -2.49489616e-01 1.15207825e-02 9.84783462e-02
-5.30543439e-02 -7.36759846e-02 1.74126273e-01 -1.91000500e-01
2.04849751e-01 4.93543241e-02]
[ 1.05975348e-01 -2.95922460e-01 3.00380848e-02 -7.97392684e-02
-1.05495659e-02 -4.67989153e-02 9.26992920e-02 1.16891473e-01
7.66896606e-02 -2.56985384e-02]
[ -1.77090639e-01 -1.91859539e-01 -3.02364951e-01 -2.01690071e-02
-7.88135382e-02 6.77922830e-02 -8.70845645e-02 -2.96987321e-02
2.68904469e-01 -1.32892776e-01]
[ 1.82139225e-02 -4.65298600e-01 7.01435363e-02 -3.73962522e-02
-2.42937693e-01 -1.03000812e-01 2.45466091e-01 -1.12601643e-01
-1.61391090e-02 4.86602496e-02]
[ -7.78036836e-02 -1.29746918e-01 5.49843944e-03 -1.25687122e-01
-1.16396490e-01 9.59308232e-03 2.33066697e-01 -1.02140308e-01
2.78599166e-03 -1.07032965e-01]
[ -1.18850869e-01 -2.23456678e-01 -6.79696243e-02 2.00143800e-02
2.99638875e-01 9.75039617e-02 1.72535083e-01 -1.56355843e-02
-1.60880360e-01 -2.01177461e-01]
[ -1.59181540e-01 1.72831187e-03 6.09208640e-02 1.87507761e-02
-1.68124441e-01 -2.18657156e-01 -1.73889179e-01 -1.97325468e-01
8.40273454e-02 1.70495084e-01]
[ -2.87309823e-01 -3.54210720e-01 9.33048484e-02 2.09772134e-01
-1.53337962e-01 -6.25884187e-02 1.12015949e-01 -2.61635694e-01
-2.79679936e-01 -9.65080102e-02]
[ 9.51796194e-02 -2.10015980e-01 -2.50721265e-02 1.09046876e-01
-5.48493084e-02 -8.65202087e-02 2.63352404e-01 1.91117845e-03
1.99549441e-02 -5.37109505e-03]
[ 3.81273108e-02 -1.17221523e-01 -2.10293158e-01 1.51033384e-01
-8.55987713e-02 8.09720447e-02 -2.92589218e-02 -1.99223403e-02
-8.63588953e-02 -1.90748702e-03]
[ -1.16553743e-01 -8.58869382e-02 -2.00127063e-01 1.64605360e-01
-1.10165143e-02 1.31752486e-01 7.36638900e-03 -2.50269953e-01
7.75211132e-02 -1.88194418e-01]
[ -5.93113403e-02 -4.86955922e-02 2.79106110e-01 1.13290493e-01
7.94279942e-02 -6.51610909e-02 -1.23756623e-01 1.21475953e-01
8.61643056e-02 5.28572178e-02]
[ 6.33172410e-02 -7.72362006e-03 8.91669283e-02 9.22757204e-02
1.10135378e-02 -1.78704567e-02 1.91751116e-01 1.20398191e-01
-2.26166333e-02 -5.30901420e-02]
[ 1.16592192e-02 -1.38750169e-01 -2.92224109e-01 -5.17290449e-02
8.62688835e-02 -9.31935805e-02 1.18156070e-01 1.62696004e-01
1.08552427e-01 -3.10380933e-02]
[ 5.48669767e-02 -3.63250135e-02 -1.13430124e-01 5.63352544e-02
-1.51313665e-01 3.17663674e-01 2.67706145e-01 2.05110910e-01
-1.50484015e-01 -4.94455876e-02]
[ 9.80091135e-04 -2.23617074e-02 1.22141292e-01 1.05964579e-01
2.29014211e-02 1.06230273e-01 -8.57086333e-02 -4.20272286e-02
2.16891571e-01 8.38307805e-02]
[ 1.16084017e-01 7.97698277e-02 -4.23057915e-02 -9.00364144e-02
-1.32321617e-01 -3.32748048e-01 1.18652349e-01 8.95809511e-03
1.49967329e-01 9.73866086e-02]
[ -1.04077893e-01 -6.36911191e-02 -1.60814618e-02 2.20469950e-02
-4.24842524e-02 -2.04738216e-01 -4.84590131e-02 -2.03126486e-02
1.83419931e-02 1.25942721e-01]
[ -1.67480486e-01 -1.38466317e-01 -2.06110474e-01 -3.11146737e-02
-2.93101136e-01 3.74547138e-03 7.25270138e-02 -2.62879587e-02
-1.79573894e-02 2.99751660e-02]
[ -3.00925133e-02 -1.40626843e-01 -7.48211472e-02 -1.24942460e-01
5.24395971e-01 2.75128870e-01 6.06806902e-01 1.13161566e-01
-1.80553068e-01 -3.78587731e-01]
[ -1.58371375e-02 -4.50805208e-01 -3.05898562e-02 -7.08395025e-02
6.49455634e-01 9.96258176e-02 5.73676646e-01 9.15440719e-02
3.16172769e-02 -3.86153136e-01]
[ 1.20501114e-02 -5.08378224e-01 -4.34397585e-02 -1.04771655e-01
6.69682034e-01 2.22501390e-02 5.41264548e-01 4.87132579e-02
-3.62918832e-01 -2.18457876e-01]
[ -1.74299260e-01 -6.45292860e-01 -1.04990373e-02 -2.04508947e-01
7.76657032e-01 -9.09856634e-02 6.64729359e-01 -8.32697009e-02
-6.88209016e-02 8.58491354e-02]
[ -3.03026881e-01 -4.73837336e-01 5.36741834e-02 -5.26089479e-02
9.25095265e-01 1.43226803e-01 4.83560360e-01 4.70055906e-02
-9.27262924e-02 -1.40262417e-01]
[ -2.13098046e-01 -3.55854718e-01 2.49625576e-01 -2.48438579e-01
6.82868232e-01 -4.31907148e-02 7.35929533e-01 1.23675677e-02
-2.61997340e-01 -3.19471570e-02]
[ -1.41411238e-01 -2.60819713e-01 -1.84872457e-01 -1.14306264e-01
5.23399349e-01 -2.26312115e-01 2.14064371e-01 1.67594403e-01
-1.91921920e-02 -1.30293759e-01]
[ 9.97551430e-02 2.48812353e-01 1.58995862e-01 -1.08573729e-01
-7.04391918e-02 5.53300612e-02 -1.46360192e-01 2.81096440e-01
6.19066026e-02 1.67252778e-01]
[ 3.53408559e-01 3.51627883e-01 -8.07273065e-02 3.11339558e-01
-8.94440024e-01 -2.87057542e-01 -4.90872912e-01 1.77217959e-01
3.91720741e-01 -2.09462872e-02]
[ 4.99580235e-02 1.28064288e-01 2.54513183e-01 2.50453419e-01
-6.08819534e-02 -1.97545397e-01 -1.80318795e-01 -1.32863569e-01
-1.36383147e-01 -2.86772075e-01]
[ 1.84299990e-02 -8.98841043e-02 -1.21559850e-01 -6.23559985e-02
2.29001860e-01 4.16631106e-02 2.62921918e-03 -1.85666408e-01
2.63240963e-02 1.99372069e-01]
[ -1.28261105e-03 -5.88411817e-02 -6.86601280e-02 -5.71609653e-02
-1.32519599e-02 -1.77306617e-01 8.77217315e-02 9.36880475e-03
3.20885229e-02 -1.88243188e-03]
[ 3.08850791e-02 9.67175768e-02 2.44203347e-01 7.51849902e-02
-2.34560370e-01 -1.37229809e-01 8.68215870e-02 3.93613807e-02
-1.85266529e-01 1.07469678e-01]
[ 7.68421142e-02 5.85696026e-02 1.08570979e-01 1.14037555e-02
-2.50290531e-01 6.59827515e-02 3.58754398e-02 -2.70816238e-01
-1.44237957e-02 -8.38747153e-02]
[ -8.00167325e-03 1.16331649e-01 8.49706040e-02 -3.01946135e-02
-6.58649929e-02 1.78947300e-01 7.54988368e-02 1.18110383e-01
-2.05144178e-02 1.72517441e-01]
[ 2.26233525e-01 9.63602690e-02 2.98106142e-02 8.37115820e-02
2.00362687e-03 -2.56090171e-02 -2.04150955e-01 1.48567249e-01
-5.21007933e-02 -1.68206286e-02]
[ 4.80747745e-02 3.34088242e-02 1.88166353e-02 4.76916135e-02
-4.50952584e-01 -1.25271473e-01 -2.33431217e-01 4.14363632e-02
1.23239289e-01 1.97581756e-01]
[ 5.55840340e-02 4.91224973e-01 1.26651337e-01 4.33676449e-01
-1.26349807e+00 -3.02709236e-01 -5.64068905e-01 -7.13080023e-02
2.98017947e-01 3.39396430e-01]
[ 1.80711554e-01 5.00084504e-01 6.83857127e-02 4.35254472e-01
-1.04352308e+00 -8.39576032e-02 -4.38055893e-01 1.51377015e-01
2.17799090e-01 4.82384625e-01]
[ 2.49378831e-01 3.27391335e-01 2.46437187e-01 1.49645785e-01
-5.01434948e-01 8.04429185e-02 -2.27369892e-01 1.62252963e-01
2.41241853e-01 7.99254580e-02]
[ -7.30796984e-02 2.39915788e-01 2.41285776e-01 1.71761883e-02
-6.57993357e-02 1.30472797e-01 -1.15937531e-01 -1.51635319e-02
-3.19300676e-02 5.12906678e-02]
[ -9.88996007e-02 1.31593458e-02 2.43465729e-02 9.34284439e-02
-7.05704661e-02 1.15666243e-01 2.31373593e-01 1.98932934e-02
-2.74241509e-01 -9.23880392e-02]
[ -2.24078235e-01 -4.20002179e-02 -9.49497295e-02 -3.48029684e-01
1.90337080e-01 1.20147696e-01 1.13886745e-01 1.02971929e-01
-2.09674470e-01 2.97502329e-02]
[ 9.05828782e-03 -4.18286028e-01 -1.28201660e-01 -1.62703027e-01
3.72162211e-01 2.56155017e-02 1.97958238e-01 1.52211927e-01
-1.66397138e-01 -2.23284470e-01]
[ 8.90129870e-02 -2.74163204e-01 -1.65887511e-01 -5.11254293e-02
-6.41716922e-02 -3.64967134e-02 1.50530988e-01 -1.58179300e-01
9.43528481e-02 -1.90510180e-01]
[ -1.11302106e-01 2.72759544e-02 2.67195327e-01 6.20329245e-03
1.41796975e-01 7.59155200e-02 6.26929247e-02 -2.96373492e-01
-1.03004147e-01 -4.92460320e-02]
[ -3.38323219e-01 7.34756428e-03 1.85841037e-02 -1.28051504e-02
1.41411684e-01 -1.79476578e-01 1.45286331e-02 2.34999238e-01
-7.34773050e-02 8.59252268e-02]
[ 1.52699706e-01 -1.18683388e-02 -2.30164582e-01 -6.68827778e-02
9.64447700e-02 -3.03611628e-01 8.11884000e-02 -1.65935588e-01
1.11826350e-02 -1.73940678e-01]
[ 2.18297947e-01 -2.13264032e-01 6.71601805e-02 -1.33556034e-02
8.19960951e-02 -4.06275619e-02 5.44587433e-02 -1.35957528e-01
1.20131657e-01 -1.67346064e-01]
[ -1.02273841e-01 -8.31158788e-02 1.22438923e-01 1.12263707e-01
1.97812209e-02 -1.16062715e-01 2.51797700e-01 -7.82005996e-02
1.84070940e-01 9.41246827e-04]
[ -3.59923593e-02 -2.12152778e-01 1.84444133e-01 -3.01554625e-01
-2.26315514e-01 1.31084564e-01 1.13893437e-01 -1.22855496e-01
-8.66808096e-03 1.87348400e-01]]
[[ 0.62349877]
[ 1.73802692]
[ 0.22914364]
[ 0.87884761]
[-2.76298749]
[-0.2662389 ]
[-1.75987253]
[ 0.07463468]
[ 0.68790962]
[ 0.88018945]]
Progress: 48.4% ... Training loss: 0.264 ... Validation loss: 0.455[[ 1.69434125e-01 2.74903076e-01 -1.02127803e-01 1.12307833e-01
-4.69755469e-01 -7.20508710e-02 -9.27350068e-02 1.20705230e-01
-4.67582507e-02 2.11080646e-01]
[ 8.39884253e-03 1.23625665e-01 -2.11499781e-02 4.06503745e-02
9.21275532e-02 -4.85205799e-03 3.38418484e-01 4.04089903e-02
1.38056365e-01 -3.39292384e-02]
[ 2.04712986e-01 7.81068615e-01 1.33799738e-02 -4.91216124e-02
7.86771184e-01 -2.33180311e-02 -9.49812819e-01 -4.07981334e-02
6.13858105e-02 2.94829322e-01]
[ 6.54056800e-02 -4.15131639e-01 -1.87578708e-01 2.23657851e-01
-1.09365227e-02 1.21064319e-01 2.34340263e-01 6.63486345e-02
1.50503702e-01 3.24188751e-01]
[ -3.08526797e-02 6.76127525e-02 -1.49599422e-01 3.77782394e-02
-7.59288518e-02 -1.79189839e-01 1.05850326e-01 -1.17159536e-01
-1.97328222e-01 -5.86444398e-02]
[ -4.03930139e-01 -6.80466545e-01 -3.05304230e-01 1.38068495e-01
-1.79467339e-01 4.51019915e-02 3.88972482e-01 -4.08730764e-02
-4.13335060e-02 -4.63187188e-02]
[ 3.09018391e-04 -2.49864087e-01 1.15194365e-02 9.84106010e-02
-5.22803222e-02 -7.35894477e-02 1.74259519e-01 -1.91007902e-01
2.04937852e-01 4.93933894e-02]
[ 1.07207164e-01 -2.92486184e-01 3.05538936e-02 -7.79294483e-02
-1.63802352e-02 -4.73269991e-02 8.95351365e-02 1.17052894e-01
7.83004780e-02 -2.39958536e-02]
[ -1.78040527e-01 -1.94649310e-01 -3.02689333e-01 -2.15128806e-02
-7.55639115e-02 6.81836754e-02 -8.42795771e-02 -2.98121888e-02
2.67909157e-01 -1.34019918e-01]
[ 2.06332034e-02 -4.59802443e-01 7.10968525e-02 -3.39007372e-02
-2.53714171e-01 -1.03993005e-01 2.39591625e-01 -1.12299974e-01
-1.33144362e-02 5.22523186e-02]
[ -8.02721609e-02 -1.35343353e-01 4.63559901e-03 -1.29123261e-01
-1.07288281e-01 1.06414891e-02 2.38795901e-01 -1.02433012e-01
2.26314420e-04 -1.10391242e-01]
[ -1.18790662e-01 -2.23433224e-01 -6.79496386e-02 2.00764092e-02
2.99206457e-01 9.74848866e-02 1.72910492e-01 -1.56338949e-02
-1.60704623e-01 -2.01160907e-01]
[ -1.59181540e-01 1.72831187e-03 6.09208640e-02 1.87507761e-02
-1.68124441e-01 -2.18657156e-01 -1.73889179e-01 -1.97325468e-01
8.40273454e-02 1.70495084e-01]
[ -2.87545023e-01 -3.54480828e-01 9.31981427e-02 2.09365877e-01
-1.52795353e-01 -6.24671788e-02 1.12295099e-01 -2.61670434e-01
-2.79980628e-01 -9.68845928e-02]
[ 9.50386692e-02 -2.10285729e-01 -2.50961085e-02 1.08916407e-01
-5.48726241e-02 -8.64796605e-02 2.63749303e-01 1.89763526e-03
1.98341124e-02 -5.56167342e-03]
[ 3.84830654e-02 -1.16452980e-01 -2.10170738e-01 1.51535478e-01
-8.65684555e-02 8.08240769e-02 -3.01368941e-02 -1.98812412e-02
-8.59842421e-02 -1.40943860e-03]
[ -1.16979041e-01 -8.68103665e-02 -2.00282357e-01 1.63994032e-01
-8.68843687e-03 1.31942810e-01 8.40782173e-03 -2.50321649e-01
7.71030118e-02 -1.88777838e-01]
[ -6.02495255e-02 -5.13513805e-02 2.78762068e-01 1.11949136e-01
8.34221589e-02 -6.47536439e-02 -1.21141132e-01 1.21363160e-01
8.51838796e-02 5.15771919e-02]
[ 6.43920577e-02 -5.15312142e-03 8.95869712e-02 9.38913782e-02
5.54181507e-03 -1.83016190e-02 1.88971863e-01 1.20530573e-01
-2.13672187e-02 -5.15087344e-02]
[ 1.10329521e-02 -1.40595305e-01 -2.92461385e-01 -5.26611409e-02
8.88900754e-02 -9.29089391e-02 1.19778311e-01 1.62619276e-01
1.07927140e-01 -3.18999195e-02]
[ 5.60127711e-02 -3.33204333e-02 -1.12968868e-01 5.80702554e-02
-1.56625200e-01 3.17132047e-01 2.64810266e-01 2.05257494e-01
-1.49095499e-01 -4.78281084e-02]
[ 1.62172084e-03 -2.03283182e-02 1.22398976e-01 1.06840501e-01
2.03406208e-02 1.05986402e-01 -8.74051032e-02 -4.19470054e-02
2.17626109e-01 8.46476862e-02]
[ 1.15311701e-01 7.78087309e-02 -4.25720820e-02 -9.11489862e-02
-1.29321049e-01 -3.32423072e-01 1.20962074e-01 8.86412113e-03
1.49135148e-01 9.64788411e-02]
[ -1.04164376e-01 -6.42184931e-02 -1.61015617e-02 2.19507187e-02
-4.25668037e-02 -2.04708295e-01 -4.81644626e-02 -2.03211905e-02
1.83018781e-02 1.25840965e-01]
[ -1.67462772e-01 -1.38467471e-01 -2.06107726e-01 -3.10915880e-02
-2.93268824e-01 3.73814123e-03 7.24472441e-02 -2.62855794e-02
-1.79461445e-02 3.00136286e-02]
[ -2.99518178e-02 -1.40329301e-01 -7.47713403e-02 -1.24762481e-01
5.23871486e-01 2.75069820e-01 6.06433934e-01 1.13178430e-01
-1.80399703e-01 -3.78388049e-01]
[ -1.59450658e-02 -4.51059723e-01 -3.06278077e-02 -7.09907706e-02
6.49977756e-01 9.96725585e-02 5.73914270e-01 9.15307655e-02
3.14812838e-02 -3.86318803e-01]
[ 1.17465813e-02 -5.09370062e-01 -4.35587529e-02 -1.05221139e-01
6.70802640e-01 2.23850027e-02 5.42263491e-01 4.86748843e-02
-3.63276815e-01 -2.18900565e-01]
[ -1.74275636e-01 -6.45364061e-01 -1.04831063e-02 -2.04439563e-01
7.76224793e-01 -9.10089187e-02 6.64991883e-01 -8.32661332e-02
-6.87700321e-02 8.59182481e-02]
[ -3.03188907e-01 -4.74379890e-01 5.36199178e-02 -5.28194946e-02
9.25651574e-01 1.43289497e-01 4.84165071e-01 4.69883838e-02
-9.28826514e-02 -1.40452715e-01]
[ -2.13168560e-01 -3.56039083e-01 2.49598136e-01 -2.48540501e-01
6.83201064e-01 -4.31589084e-02 7.36095121e-01 1.23592870e-02
-2.62078470e-01 -3.20426879e-02]
[ -1.41207973e-01 -2.60408879e-01 -1.84783870e-01 -1.14012315e-01
5.22636904e-01 -2.26405777e-01 2.13573647e-01 1.67617340e-01
-1.89726234e-02 -1.29965964e-01]
[ 9.95545637e-02 2.48552841e-01 1.58945591e-01 -1.08789602e-01
-7.02321281e-02 5.53822679e-02 -1.46094130e-01 2.81079619e-01
6.17924637e-02 1.67123291e-01]
[ 3.52416260e-01 3.49040417e-01 -8.11139970e-02 3.09900531e-01
-8.90043878e-01 -2.86607071e-01 -4.88309401e-01 1.77092860e-01
3.90761671e-01 -2.23483978e-02]
[ 4.97738649e-02 1.27530844e-01 2.54448063e-01 2.50204809e-01
-6.00782338e-02 -1.97466894e-01 -1.79882602e-01 -1.32885826e-01
-1.36587274e-01 -2.87037263e-01]
[ 1.77497104e-02 -9.16744354e-02 -1.21818648e-01 -6.33618075e-02
2.31594479e-01 4.19515861e-02 4.34196978e-03 -1.85744507e-01
2.55403686e-02 1.98375993e-01]
[ -1.21938105e-03 -5.85036412e-02 -6.86232017e-02 -5.70483868e-02
-1.35893948e-02 -1.77342537e-01 8.75340078e-02 9.37962863e-03
3.22118478e-02 -1.75661164e-03]
[ 3.10398054e-02 9.71467415e-02 2.44274497e-01 7.54477738e-02
-2.35561770e-01 -1.37318659e-01 8.63662033e-02 3.93869007e-02
-1.85053633e-01 1.07708921e-01]
[ 7.63407033e-02 5.74316724e-02 1.08394211e-01 1.07017227e-02
-2.48427847e-01 6.61890446e-02 3.68756183e-02 -2.70877970e-01
-1.50074459e-02 -8.46035364e-02]
[ -8.53826417e-03 1.15543253e-01 8.47815443e-02 -3.09876623e-02
-6.39427829e-02 1.79179206e-01 7.65097073e-02 1.18044970e-01
-2.11325316e-02 1.71761306e-01]
[ 2.25967200e-01 9.56429246e-02 2.97101849e-02 8.33201527e-02
3.07377870e-03 -2.55032639e-02 -2.03417683e-01 1.48534705e-01
-5.23986048e-02 -1.72075915e-02]
[ 4.86426731e-02 3.47907409e-02 1.90261678e-02 4.85190424e-02
-4.53259556e-01 -1.25478203e-01 -2.34729940e-01 4.15023322e-02
1.23868451e-01 1.98390532e-01]
[ 5.76211608e-02 4.95592889e-01 1.27404476e-01 4.36427657e-01
-1.27134162e+00 -3.03472902e-01 -5.68373910e-01 -7.10769907e-02
3.00279805e-01 3.42038172e-01]
[ 1.80823740e-01 5.00434084e-01 6.84459492e-02 4.35440635e-01
-1.04366977e+00 -8.39950409e-02 -4.38429085e-01 1.51393444e-01
2.17990759e-01 4.82586891e-01]
[ 2.49845506e-01 3.29052687e-01 2.46657520e-01 1.50495254e-01
-5.04322442e-01 8.01891564e-02 -2.28973642e-01 1.62323968e-01
2.41892824e-01 8.08019878e-02]
[ -7.28812679e-02 2.40554694e-01 2.41356424e-01 1.74581061e-02
-6.67803007e-02 1.30390622e-01 -1.16541763e-01 -1.51397543e-02
-3.17185559e-02 5.15639353e-02]
[ -9.89235939e-02 1.31456875e-02 2.43382103e-02 9.33932269e-02
-7.05151918e-02 1.15677299e-01 2.31395611e-01 1.98903485e-02
-2.74267171e-01 -9.24183531e-02]
[ -2.24087433e-01 -4.20733054e-02 -9.49641696e-02 -3.48070131e-01
1.90440213e-01 1.20155216e-01 1.13972440e-01 1.02969884e-01
-2.09700894e-01 2.97251355e-02]
[ 9.14028140e-03 -4.18291960e-01 -1.28178898e-01 -1.62611770e-01
3.71740317e-01 2.55888586e-02 1.97780146e-01 1.52218796e-01
-1.66317410e-01 -2.23183981e-01]
[ 9.04382877e-02 -2.70731714e-01 -1.65326404e-01 -4.89909649e-02
-7.14656834e-02 -3.70956264e-02 1.47260447e-01 -1.58003097e-01
9.60612183e-02 -1.88353383e-01]
[ -1.11159634e-01 2.73775938e-02 2.67254443e-01 6.45462190e-03
1.40888432e-01 7.58527299e-02 6.27756564e-02 -2.96358443e-01
-1.02823410e-01 -4.90103835e-02]
[ -3.38410752e-01 6.99507983e-03 1.85388687e-02 -1.30695612e-02
1.41785795e-01 -1.79413323e-01 1.53695546e-02 2.34980698e-01
-7.35882214e-02 8.54860671e-02]
[ 1.53446227e-01 -9.56029820e-03 -2.29829561e-01 -6.56243254e-02
9.26714495e-02 -3.03966536e-01 7.88733561e-02 -1.65827307e-01
1.21014399e-02 -1.72722735e-01]
[ 2.18170139e-01 -2.13633071e-01 6.71454873e-02 -1.35274608e-02
8.27467319e-02 -4.05868367e-02 5.44728140e-02 -1.35963477e-01
1.20061961e-01 -1.67492634e-01]
[ -1.02436535e-01 -8.37872069e-02 1.22362419e-01 1.11965874e-01
2.10403789e-02 -1.15956998e-01 2.52253357e-01 -7.82284986e-02
1.83813708e-01 6.95141808e-04]
[ -3.79176091e-02 -2.16677920e-01 1.83735783e-01 -3.04343365e-01
-2.18824252e-01 1.31928615e-01 1.18315788e-01 -1.23091986e-01
-1.05974180e-02 1.84820192e-01]]
[[ 0.62578526]
[ 1.74353967]
[ 0.23046266]
[ 0.88043144]
[-2.76477079]
[-0.26791844]
[-1.76357356]
[ 0.07482964]
[ 0.6874686 ]
[ 0.88028405]]
Progress: 48.5% ... Training loss: 0.262 ... Validation loss: 0.450[[ 1.71723346e-01 2.80958918e-01 -1.01246869e-01 1.15517193e-01
-4.75086972e-01 -7.30423022e-02 -9.91475060e-02 1.20980882e-01
-4.41680565e-02 2.14156056e-01]
[ 8.56025875e-03 1.23892905e-01 -2.10856641e-02 4.08650452e-02
9.15182426e-02 -4.92067641e-03 3.38050695e-01 4.04282431e-02
1.38229646e-01 -3.36981181e-02]
[ 2.04641199e-01 7.81180291e-01 1.33930326e-02 -4.90818469e-02
7.86559113e-01 -2.33018670e-02 -9.50091643e-01 -4.08004440e-02
6.13250879e-02 2.94576043e-01]
[ 6.79822192e-02 -4.09920540e-01 -1.86652478e-01 2.27221055e-01
-1.95682111e-02 1.19984067e-01 2.28727888e-01 6.66487760e-02
1.53326008e-01 3.27701483e-01]
[ -3.09904680e-02 6.83605478e-02 -1.49665420e-01 3.78289594e-02
-7.83129184e-02 -1.79107902e-01 1.05777113e-01 -1.17165189e-01
-1.97420063e-01 -5.86965355e-02]
[ -4.03817251e-01 -6.79984966e-01 -3.05293380e-01 1.38062677e-01
-1.79437618e-01 4.50666439e-02 3.88294415e-01 -4.08635627e-02
-4.12829434e-02 -4.61985431e-02]
[ 4.32682628e-04 -2.49357197e-01 1.16185825e-02 9.86161219e-02
-5.19751486e-02 -7.36472310e-02 1.73329825e-01 -1.90976099e-01
2.05169315e-01 4.96712931e-02]
[ 1.08446799e-01 -2.89917207e-01 3.09943744e-02 -7.63049817e-02
-2.05202711e-02 -4.78197966e-02 8.67917372e-02 1.17191356e-01
7.95735061e-02 -2.25400315e-02]
[ -1.78188108e-01 -1.95292123e-01 -3.02734960e-01 -2.17020216e-02
-7.48034105e-02 6.82381985e-02 -8.36421443e-02 -2.98276649e-02
2.67777799e-01 -1.34243710e-01]
[ 1.96294953e-02 -4.61940907e-01 7.07063051e-02 -3.55343630e-02
-2.49288916e-01 -1.03474605e-01 2.41651328e-01 -1.12424040e-01
-1.44664115e-02 5.07123273e-02]
[ -7.80507640e-02 -1.30419503e-01 5.49119175e-03 -1.26030279e-01
-1.14183318e-01 9.64160526e-03 2.33186210e-01 -1.02158758e-01
2.67406973e-03 -1.07353305e-01]
[ -1.18679745e-01 -2.23303976e-01 -6.79098341e-02 2.02520812e-02
2.98631599e-01 9.74349646e-02 1.72746753e-01 -1.56197807e-02
-1.60576708e-01 -2.01028744e-01]
[ -1.59181540e-01 1.72831187e-03 6.09208640e-02 1.87507761e-02
-1.68124441e-01 -2.18657156e-01 -1.73889179e-01 -1.97325468e-01
8.40273454e-02 1.70495084e-01]
[ -2.87395748e-01 -3.54212627e-01 9.32346480e-02 2.09453828e-01
-1.52754124e-01 -6.25178198e-02 1.11979286e-01 -2.61653661e-01
-2.79878536e-01 -9.66737667e-02]
[ 9.46859201e-02 -2.10794800e-01 -2.52230117e-02 1.08435870e-01
-5.38151644e-02 -8.63277975e-02 2.64312222e-01 1.85489036e-03
1.94451835e-02 -6.06326435e-03]
[ 3.82689119e-02 -1.17310358e-01 -2.10251236e-01 1.51194356e-01
-8.64996383e-02 8.08898714e-02 -2.96728198e-02 -1.99015712e-02
-8.62003056e-02 -1.64834776e-03]
[ -1.15854689e-01 -8.40527603e-02 -1.99879824e-01 1.65543820e-01
-1.10351591e-02 1.31493113e-01 5.65471618e-03 -2.50190497e-01
7.83493866e-02 -1.87273471e-01]
[ -6.08221091e-02 -5.27039557e-02 2.78573790e-01 1.11150336e-01
8.55811187e-02 -6.45077765e-02 -1.19897799e-01 1.21298435e-01
8.45680946e-02 5.07948474e-02]
[ 6.47756753e-02 -4.08306544e-03 8.97789560e-02 9.45536152e-02
3.58009741e-03 -1.84839586e-02 1.87831255e-01 1.20593317e-01
-2.08302095e-02 -5.08176690e-02]
[ 1.13801699e-02 -1.39416648e-01 -2.92331650e-01 -5.21778959e-02
8.76782505e-02 -9.30719114e-02 1.18588546e-01 1.62662078e-01
1.08294345e-01 -3.14236852e-02]
[ 5.58620962e-02 -3.41646297e-02 -1.13053611e-01 5.77221290e-02
-1.55543537e-01 3.17235801e-01 2.65470815e-01 2.05223334e-01
-1.49330438e-01 -4.82171036e-02]
[ 2.12309781e-03 -1.91634724e-02 1.22577939e-01 1.07513921e-01
1.89078823e-02 1.05783001e-01 -8.84939658e-02 -4.18881455e-02
2.18132918e-01 8.51862702e-02]
[ 1.15394820e-01 7.78493379e-02 -4.25407935e-02 -9.10364127e-02
-1.29508215e-01 -3.32459143e-01 1.20916667e-01 8.87494248e-03
1.49206596e-01 9.65966708e-02]
[ -1.04112250e-01 -6.42040340e-02 -1.60834488e-02 2.20324605e-02
-4.28134741e-02 -2.04730272e-01 -4.82586991e-02 -2.03142103e-02
1.83632495e-02 1.25919406e-01]
[ -1.67485090e-01 -1.38484048e-01 -2.06111576e-01 -3.11389314e-02
-2.93334754e-01 3.74655493e-03 7.24304402e-02 -2.62894476e-02
-1.79590427e-02 2.99382297e-02]
[ -3.01195935e-02 -1.40854200e-01 -7.48330728e-02 -1.25036261e-01
5.24701913e-01 2.75150452e-01 6.06792079e-01 1.13157012e-01
-1.80593447e-01 -3.78610738e-01]
[ -1.61367292e-02 -4.51692838e-01 -3.06934665e-02 -7.12562182e-02
6.50850172e-01 9.97529363e-02 5.74556718e-01 9.15086611e-02
3.13007370e-02 -3.86602467e-01]
[ 1.17928025e-02 -5.09324266e-01 -4.35416349e-02 -1.05156258e-01
6.70612562e-01 2.23648408e-02 5.42162380e-01 4.86805795e-02
-3.63228722e-01 -2.18836021e-01]
[ -1.74252966e-01 -6.45291134e-01 -1.04782903e-02 -2.04417584e-01
7.76320983e-01 -9.10147156e-02 6.64926826e-01 -8.32639331e-02
-6.87473159e-02 8.59446775e-02]
[ -3.03442281e-01 -4.75026237e-01 5.35354452e-02 -5.31395102e-02
9.26568091e-01 1.43386870e-01 4.84843267e-01 4.69603871e-02
-9.31321009e-02 -1.40756863e-01]
[ -2.12964715e-01 -3.55670229e-01 2.49675362e-01 -2.48242741e-01
6.82489257e-01 -4.32505401e-02 7.35623335e-01 1.23845858e-02
-2.61850809e-01 -3.17576764e-02]
[ -1.41037284e-01 -2.59961131e-01 -1.84718465e-01 -1.13743413e-01
5.21796738e-01 -2.26485353e-01 2.13043133e-01 1.67639182e-01
-1.87639025e-02 -1.29707728e-01]
[ 1.00177423e-01 2.50351799e-01 1.59196124e-01 -1.07831752e-01
-7.28297381e-02 5.50999018e-02 -1.47907243e-01 2.81155834e-01
6.25094241e-02 1.68014454e-01]
[ 3.53553428e-01 3.51346880e-01 -8.07153548e-02 3.11324116e-01
-8.92098047e-01 -2.87047755e-01 -4.90839453e-01 1.77228022e-01
3.91939137e-01 -2.07586942e-02]
[ 4.98598340e-02 1.27849345e-01 2.54473641e-01 2.50281742e-01
-6.05067213e-02 -1.97493959e-01 -1.80150103e-01 -1.32878039e-01
-1.36511685e-01 -2.86930367e-01]
[ 1.76891859e-02 -9.18709348e-02 -1.21838275e-01 -6.34691401e-02
2.31860007e-01 4.19745513e-02 4.57648149e-03 -1.85750846e-01
2.54844435e-02 1.98297594e-01]
[ -1.00963100e-03 -5.78702718e-02 -6.85369798e-02 -5.67516683e-02
-1.42475769e-02 -1.77432591e-01 8.69969472e-02 9.40475816e-03
3.24575986e-02 -1.45317492e-03]
[ 3.05357415e-02 9.59059379e-02 2.44079063e-01 7.47037184e-02
-2.33418224e-01 -1.37098076e-01 8.75363304e-02 3.93236958e-02
-1.85636083e-01 1.06992360e-01]
[ 7.52062341e-02 5.47185974e-02 1.07957364e-01 9.01442096e-03
-2.43347219e-01 6.66807087e-02 3.94515948e-02 -2.71020581e-01
-1.63406168e-02 -8.63249845e-02]
[ -8.62326022e-03 1.15353844e-01 8.47492750e-02 -3.11106982e-02
-6.37236260e-02 1.79214799e-01 7.66562447e-02 1.18034570e-01
-2.12251544e-02 1.71642270e-01]
[ 2.26089036e-01 9.58687345e-02 2.97554816e-02 8.34938511e-02
2.65852456e-03 -2.55543950e-02 -2.03698634e-01 1.48548912e-01
-5.22777671e-02 -1.70465607e-02]
[ 4.91810986e-02 3.62252489e-02 1.92233667e-02 4.92644845e-02
-4.55082327e-01 -1.25696858e-01 -2.36182969e-01 4.15663691e-02
1.24432052e-01 1.99096670e-01]
[ 5.75775326e-02 4.95308248e-01 1.27379330e-01 4.36296875e-01
-1.27208591e+00 -3.03444760e-01 -5.68120241e-01 -7.10807199e-02
3.00188641e-01 3.41866199e-01]
[ 1.81458484e-01 5.01901896e-01 6.87058515e-02 4.36419784e-01
-1.04603564e+00 -8.42971903e-02 -4.40010197e-01 1.51477190e-01
2.18755483e-01 4.83485704e-01]
[ 2.49555891e-01 3.28869788e-01 2.46565124e-01 1.50135615e-01
-5.03776459e-01 8.03097950e-02 -2.28513187e-01 1.62295289e-01
2.41654298e-01 8.04638897e-02]
[ -7.23868401e-02 2.41903588e-01 2.41543664e-01 1.81451406e-02
-6.89446128e-02 1.30178818e-01 -1.17844835e-01 -1.50813390e-02
-3.11646964e-02 5.22026700e-02]
[ -9.90664043e-02 1.29063908e-02 2.42788462e-02 9.31630992e-02
-7.00773472e-02 1.15747709e-01 2.31606376e-01 1.98710635e-02
-2.74446962e-01 -9.26445853e-02]
[ -2.24087345e-01 -4.24893018e-02 -9.49674394e-02 -3.48056840e-01
1.90635728e-01 1.20156209e-01 1.14199074e-01 1.02971414e-01
-2.09700627e-01 2.97417402e-02]
[ 9.05311618e-03 -4.18579986e-01 -1.28213007e-01 -1.62742445e-01
3.72084933e-01 2.56291542e-02 1.98043313e-01 1.52207601e-01
-1.66422571e-01 -2.23318364e-01]
[ 9.01856081e-02 -2.71266009e-01 -1.65438309e-01 -4.93797168e-02
-7.04921223e-02 -3.69736074e-02 1.47710885e-01 -1.58038289e-01
9.58373948e-02 -1.88746586e-01]
[ -1.10930397e-01 2.76630055e-02 2.67346733e-01 6.74367322e-03
1.40874189e-01 7.57483054e-02 6.24465690e-02 -2.96325568e-01
-1.02589202e-01 -4.87049861e-02]
[ -3.38263713e-01 7.73848596e-03 1.85915017e-02 -1.28860244e-02
1.41313610e-01 -1.79501246e-01 1.44541420e-02 2.34997921e-01
-7.34164507e-02 8.55576151e-02]
[ 1.53756458e-01 -8.42811204e-03 -2.29679048e-01 -6.51558491e-02
9.23030150e-02 -3.04063725e-01 7.76043342e-02 -1.65779950e-01
1.24655699e-02 -1.72195431e-01]
[ 2.19164746e-01 -2.12063436e-01 6.75225085e-02 -1.21398503e-02
7.97830513e-02 -4.10214370e-02 5.24352881e-02 -1.35841624e-01
1.21135114e-01 -1.66133105e-01]
[ -1.02177787e-01 -8.29738723e-02 1.22464582e-01 1.12337944e-01
1.98758869e-02 -1.16066924e-01 2.51353800e-01 -7.81990200e-02
1.84066546e-01 9.71956069e-04]
[ -3.82761840e-02 -2.17772965e-01 1.83577916e-01 -3.05020329e-01
-2.17859419e-01 1.32109252e-01 1.19602227e-01 -1.23141279e-01
-1.10459983e-02 1.84302911e-01]]
[[ 0.63177761]
[ 1.74839002]
[ 0.23319844]
[ 0.88694061]
[-2.76359871]
[-0.26425566]
[-1.75952815]
[ 0.08045978]
[ 0.69431712]
[ 0.886622 ]]
Progress: 48.5% ... Training loss: 0.263 ... Validation loss: 0.451[[ 1.71416985e-01 2.79651457e-01 -1.01426691e-01 1.14960603e-01
-4.72028218e-01 -7.28200018e-02 -9.82528377e-02 1.20909181e-01
-4.46541806e-02 2.13621988e-01]
[ 8.28296584e-03 1.23385085e-01 -2.11942442e-02 4.04342848e-02
9.24232946e-02 -4.79218345e-03 3.38427579e-01 4.03901137e-02
1.37901501e-01 -3.40807021e-02]
[ 2.04281751e-01 7.78119500e-01 1.32542362e-02 -4.94348431e-02
7.89551632e-01 -2.31713779e-02 -9.46987625e-01 -4.08562563e-02
6.09806346e-02 2.94013059e-01]
[ 6.64626394e-02 -4.15501882e-01 -1.87307864e-01 2.25207454e-01
-1.22441625e-02 1.20576422e-01 2.33477833e-01 6.64747790e-02
1.51660266e-01 3.25936724e-01]
[ -3.02444780e-02 6.95661897e-02 -1.49304255e-01 3.91126736e-02
-7.95401610e-02 -1.79412221e-01 1.05270683e-01 -1.17085294e-01
-1.96395106e-01 -5.75689338e-02]
[ -4.03528183e-01 -6.78392548e-01 -3.05215125e-01 1.38368514e-01
-1.81637312e-01 4.49739989e-02 3.86868501e-01 -4.08252665e-02
-4.10889265e-02 -4.58897370e-02]
[ 5.77167274e-04 -2.49728305e-01 1.16151777e-02 9.88920360e-02
-5.20104579e-02 -7.36572887e-02 1.73291012e-01 -1.90993710e-01
2.05327069e-01 4.98065936e-02]
[ 1.07171054e-01 -2.93586922e-01 3.05076971e-02 -7.82443636e-02
-1.46445972e-02 -4.72532785e-02 9.05235412e-02 1.17017367e-01
7.80480549e-02 -2.44921107e-02]
[ -1.76643420e-01 -1.91769533e-01 -3.02160312e-01 -1.94900531e-02
-8.11872253e-02 6.75897877e-02 -8.73981098e-02 -2.96271697e-02
2.69444157e-01 -1.32038948e-01]
[ 1.89857969e-02 -4.63191160e-01 7.03896172e-02 -3.67457733e-02
-2.46869938e-01 -1.03077960e-01 2.42847575e-01 -1.12555360e-01
-1.54675144e-02 4.95844600e-02]
[ -7.65653476e-02 -1.27138832e-01 6.03262128e-03 -1.23913500e-01
-1.20003244e-01 9.00424071e-03 2.29662053e-01 -1.01960903e-01
4.32448993e-03 -1.05265411e-01]
[ -1.18818968e-01 -2.24260209e-01 -6.79717546e-02 2.02010503e-02
2.99289403e-01 9.74910884e-02 1.73585773e-01 -1.56391226e-02
-1.60733347e-01 -2.01291982e-01]
[ -1.59181540e-01 1.72831187e-03 6.09208640e-02 1.87507761e-02
-1.68124441e-01 -2.18657156e-01 -1.73889179e-01 -1.97325468e-01
8.40273454e-02 1.70495084e-01]
[ -2.87909220e-01 -3.54757778e-01 9.30256864e-02 2.08646407e-01
-1.51758210e-01 -6.22749961e-02 1.12672348e-01 -2.61721368e-01
-2.80513146e-01 -9.74320814e-02]
[ 9.44710921e-02 -2.11032404e-01 -2.53133003e-02 1.08064650e-01
-5.33394926e-02 -8.62241020e-02 2.64630752e-01 1.82425557e-03
1.91633259e-02 -6.33869105e-03]
[ 3.91773959e-02 -1.15488405e-01 -2.09918417e-01 1.52512586e-01
-8.96431041e-02 8.05028257e-02 -3.17522817e-02 -1.97800068e-02
-8.52088830e-02 -4.57816489e-04]
[ -1.15056900e-01 -8.22348684e-02 -1.99590503e-01 1.66636419e-01
-1.33529056e-02 1.31204737e-01 3.64687521e-03 -2.50113925e-01
7.91975726e-02 -1.86250051e-01]
[ -6.10449557e-02 -5.35766988e-02 2.78441609e-01 1.10791297e-01
8.59306908e-02 -6.44126728e-02 -1.19028687e-01 1.21259527e-01
8.43245494e-02 5.04375854e-02]
[ 6.39922466e-02 -5.79747270e-03 8.94808179e-02 9.35296696e-02
7.13555032e-03 -1.81515046e-02 1.89536536e-01 1.20485998e-01
-2.17223485e-02 -5.19331972e-02]
[ 1.09907227e-02 -1.40631846e-01 -2.92481595e-01 -5.27587614e-02
8.93300081e-02 -9.28895716e-02 1.19808289e-01 1.62610548e-01
1.07836397e-01 -3.19947990e-02]
[ 5.51265457e-02 -3.61687368e-02 -1.13329808e-01 5.66274949e-02
-1.52299018e-01 3.17563542e-01 2.67390572e-01 2.05124319e-01
-1.50210081e-01 -4.93190743e-02]
[ 3.14798378e-03 -1.67706292e-02 1.22972789e-01 1.09004932e-01
1.47658888e-02 1.05350590e-01 -9.05905577e-02 -4.17551560e-02
2.19270910e-01 8.66560627e-02]
[ 1.15262335e-01 7.74016263e-02 -4.25892720e-02 -9.12146606e-02
-1.29099139e-01 -3.32404347e-01 1.21295954e-01 8.85869453e-03
1.49070256e-01 9.64010187e-02]
[ -1.03505738e-01 -6.25560373e-02 -1.58667609e-02 2.28620847e-02
-4.53415226e-02 -2.04981158e-01 -5.00867228e-02 -2.02371575e-02
1.89859186e-02 1.26762839e-01]
[ -1.67128207e-01 -1.38053626e-01 -2.05978243e-01 -3.06006841e-02
-2.94628607e-01 3.58172497e-03 7.18486977e-02 -2.62390733e-02
-1.75405522e-02 3.04831098e-02]
[ -3.02028065e-02 -1.41071067e-01 -7.48630016e-02 -1.25152656e-01
5.25055178e-01 2.75182475e-01 6.06971348e-01 1.13148233e-01
-1.80685425e-01 -3.78722651e-01]
[ -1.59306611e-02 -4.51261296e-01 -3.06198757e-02 -7.09644615e-02
6.49816695e-01 9.96643288e-02 5.74146702e-01 9.15348453e-02
3.15067892e-02 -3.86451740e-01]
[ 1.16045582e-02 -5.09804463e-01 -4.36126789e-02 -1.05428689e-01
6.71384457e-01 2.24507491e-02 5.42854143e-01 4.86535907e-02
-3.63465664e-01 -2.19139472e-01]
[ -1.74400103e-01 -6.45613501e-01 -1.05311271e-02 -2.04623647e-01
7.76953613e-01 -9.09550007e-02 6.65235843e-01 -8.32825810e-02
-6.89029312e-02 8.57468824e-02]
[ -3.03639304e-01 -4.75357381e-01 5.34543200e-02 -5.34490481e-02
9.27571950e-01 1.43483187e-01 4.85182863e-01 4.69320248e-02
-9.33771933e-02 -1.41074218e-01]
[ -2.13115789e-01 -3.55929630e-01 2.49603619e-01 -2.48466101e-01
6.82849151e-01 -4.31813952e-02 7.35807981e-01 1.23609276e-02
-2.62034792e-01 -3.19975194e-02]
[ -1.41263680e-01 -2.60242276e-01 -1.84810601e-01 -1.14097816e-01
5.22380804e-01 -2.26381271e-01 2.13365749e-01 1.67607273e-01
-1.90392415e-02 -1.30043092e-01]
[ 9.98652521e-02 2.49394802e-01 1.59073033e-01 -1.08313153e-01
-7.12456693e-02 5.52431409e-02 -1.46893275e-01 2.81112908e-01
6.21309819e-02 1.67558687e-01]
[ 3.53719862e-01 3.50983594e-01 -8.06667701e-02 3.11487046e-01
-8.91891495e-01 -2.87105006e-01 -4.90624340e-01 1.77246510e-01
3.92135499e-01 -2.05647631e-02]
[ 4.98325101e-02 1.27913265e-01 2.54476808e-01 2.50223912e-01
-6.04096543e-02 -1.97479026e-01 -1.80324923e-01 -1.32883296e-01
-1.36556377e-01 -2.86901385e-01]
[ 1.76186768e-02 -9.18928283e-02 -1.21858987e-01 -6.35645163e-02
2.31947051e-01 4.19957705e-02 4.61816502e-03 -1.85759607e-01
2.54285492e-02 1.98231145e-01]
[ -1.31757658e-04 -5.58078430e-02 -6.82068612e-02 -5.55213274e-02
-1.74959821e-02 -1.77799484e-01 8.45020179e-02 9.51484564e-03
3.33714174e-02 -2.84560798e-04]
[ 3.10863591e-02 9.74243902e-02 2.44275902e-01 7.54357496e-02
-2.35259233e-01 -1.37306426e-01 8.61302853e-02 3.93859210e-02
-1.85060554e-01 1.07710298e-01]
[ 7.58966250e-02 5.66900730e-02 1.08175777e-01 9.93977402e-03
-2.46048123e-01 6.63927349e-02 3.76258110e-02 -2.70950944e-01
-1.56225141e-02 -8.54039921e-02]
[ -7.90464979e-03 1.16858332e-01 8.50050756e-02 -3.01151225e-02
-6.57540955e-02 1.78918245e-01 7.48576647e-02 1.18126192e-01
-2.04822315e-02 1.72628787e-01]
[ 2.26249587e-01 9.59683486e-02 2.98200035e-02 8.37285791e-02
1.71776647e-03 -2.56333930e-02 -2.03883370e-01 1.48577377e-01
-5.20570701e-02 -1.67293034e-02]
[ 4.89492092e-02 3.56556844e-02 1.91309625e-02 4.88961322e-02
-4.54327390e-01 -1.25593179e-01 -2.35648285e-01 4.15351422e-02
1.24168159e-01 1.98758323e-01]
[ 5.72449225e-02 4.94510286e-01 1.27242997e-01 4.35833095e-01
-1.27145284e+00 -3.03260476e-01 -5.67190839e-01 -7.11255496e-02
2.99805262e-01 3.41369798e-01]
[ 1.81307714e-01 5.01917529e-01 6.86496373e-02 4.36234649e-01
-1.04623099e+00 -8.42355881e-02 -4.39909100e-01 1.51458080e-01
2.18582251e-01 4.83257929e-01]
[ 2.49199856e-01 3.27731378e-01 2.46434005e-01 1.49782721e-01
-5.02263929e-01 8.04582429e-02 -2.27283625e-01 1.62249779e-01
2.41252358e-01 8.00310104e-02]
[ -7.26455958e-02 2.41218185e-01 2.41446290e-01 1.77834811e-02
-6.80696971e-02 1.30286676e-01 -1.17163650e-01 -1.51147566e-02
-3.14549070e-02 5.18363051e-02]
[ -9.90193280e-02 1.29744325e-02 2.43009793e-02 9.32406107e-02
-7.02407922e-02 1.15722657e-01 2.31506573e-01 1.98786298e-02
-2.74383564e-01 -9.25607620e-02]
[ -2.24081868e-01 -4.26638044e-02 -9.49620473e-02 -3.48013781e-01
1.90563008e-01 1.20151217e-01 1.14305655e-01 1.02973681e-01
-2.09688553e-01 2.97451663e-02]
[ 9.06566325e-03 -4.18642258e-01 -1.28212687e-01 -1.62732775e-01
3.72112533e-01 2.56267793e-02 1.98068957e-01 1.52207635e-01
-1.66398218e-01 -2.23304078e-01]
[ 9.00781288e-02 -2.71066674e-01 -1.65565874e-01 -4.96391110e-02
-7.25029623e-02 -3.68651055e-02 1.47373897e-01 -1.58076147e-01
9.55793842e-02 -1.89052968e-01]
[ -1.12028074e-01 2.52239353e-02 2.66924125e-01 5.08924310e-03
1.44651244e-01 7.62310642e-02 6.46418117e-02 -2.96467970e-01
-1.03903419e-01 -5.02546193e-02]
[ -3.38126891e-01 7.73749569e-03 1.86754386e-02 -1.25770346e-02
1.41255494e-01 -1.79598460e-01 1.41830186e-02 2.35028691e-01
-7.31771564e-02 8.58987449e-02]
[ 1.54114660e-01 -7.70315820e-03 -2.29529500e-01 -6.45959491e-02
9.04618287e-02 -3.04211548e-01 7.69266173e-02 -1.65727545e-01
1.28673359e-02 -1.71618368e-01]
[ 2.18440884e-01 -2.13875908e-01 6.72502388e-02 -1.32162236e-02
8.27911390e-02 -4.07075276e-02 5.44598498e-02 -1.35940647e-01
1.20268361e-01 -1.67395514e-01]
[ -1.01908840e-01 -8.31620670e-02 1.22555845e-01 1.12706389e-01
2.15452946e-02 -1.16118160e-01 2.51332023e-01 -7.81786053e-02
1.84333630e-01 1.33577342e-03]
[ -3.64086429e-02 -2.13182343e-01 1.84238433e-01 -3.02413129e-01
-2.25146970e-01 1.31315761e-01 1.15201139e-01 -1.22918393e-01
-9.02248448e-03 1.86836115e-01]]
[[ 0.63159382]
[ 1.7495748 ]
[ 0.23346953]
[ 0.88700064]
[-2.76376756]
[-0.26245851]
[-1.7575634 ]
[ 0.08054687]
[ 0.69617467]
[ 0.88729168]]
Progress: 48.5% ... Training loss: 0.263 ... Validation loss: 0.450[[ 1.69182028e-01 2.74410112e-01 -1.02246212e-01 1.11779121e-01
-4.62438826e-01 -7.18969341e-02 -9.22482634e-02 1.20623037e-01
-4.70418263e-02 2.10876359e-01]
[ 8.61053183e-03 1.24128102e-01 -2.10584227e-02 4.09592230e-02
9.10986193e-02 -4.94666468e-03 3.37880907e-01 4.04361330e-02
1.38292285e-01 -3.36034434e-02]
[ 2.01262055e-01 7.71665439e-01 1.20698134e-02 -5.40221451e-02
8.00271175e-01 -2.18833742e-02 -9.41585389e-01 -4.12592854e-02
5.74963823e-02 2.89742653e-01]
[ 6.59682137e-02 -4.17798413e-01 -1.87426405e-01 2.24702360e-01
-1.09062892e-02 1.20871853e-01 2.36234553e-01 6.63896312e-02
1.51069293e-01 3.25333062e-01]
[ -3.06024846e-02 6.87510067e-02 -1.49368303e-01 3.88058361e-02
-7.96811476e-02 -1.79391265e-01 1.06875462e-01 -1.17092110e-01
-1.96698626e-01 -5.78959084e-02]
[ -4.03367485e-01 -6.77348772e-01 -3.05118673e-01 1.38718204e-01
-1.82629463e-01 4.49047999e-02 3.86353070e-01 -4.07998903e-02
-4.08437878e-02 -4.56042870e-02]
[ -9.45680346e-04 -2.53856716e-01 1.10336137e-02 9.67030623e-02
-4.60650503e-02 -7.30782831e-02 1.77390522e-01 -1.91183089e-01
2.03648232e-01 4.77545103e-02]
[ 1.05950398e-01 -2.96556986e-01 3.00397887e-02 -8.00432681e-02
-1.17228872e-02 -4.67319564e-02 9.30436610e-02 1.16853218e-01
7.66936908e-02 -2.61400784e-02]
[ -1.75952355e-01 -1.90915441e-01 -3.01870210e-01 -1.83929195e-02
-8.49033676e-02 6.72763230e-02 -8.82804898e-02 -2.95325172e-02
2.70220318e-01 -1.31014615e-01]
[ 1.65766628e-02 -4.68599211e-01 6.94745757e-02 -4.02485852e-02
-2.39590784e-01 -1.02069911e-01 2.47958242e-01 -1.12868148e-01
-1.81848265e-02 4.63301005e-02]
[ -7.61464994e-02 -1.26526281e-01 6.21080526e-03 -1.23247740e-01
-1.21759124e-01 8.76516118e-03 2.29378485e-01 -1.01898604e-01
4.89266128e-03 -1.04590192e-01]
[ -1.18720423e-01 -2.24665316e-01 -6.78978164e-02 2.04970478e-02
2.97924953e-01 9.74397832e-02 1.73980492e-01 -1.56221334e-02
-1.60596109e-01 -2.01103109e-01]
[ -1.59181540e-01 1.72831187e-03 6.09208640e-02 1.87507761e-02
-1.68124441e-01 -2.18657156e-01 -1.73889179e-01 -1.97325468e-01
8.40273454e-02 1.70495084e-01]
[ -2.87712336e-01 -3.54372981e-01 9.31115177e-02 2.08972313e-01
-1.52398427e-01 -6.23681074e-02 1.12275609e-01 -2.61692753e-01
-2.80272521e-01 -9.71347526e-02]
[ 9.48682334e-02 -2.09992634e-01 -2.51546683e-02 1.08680056e-01
-5.40903351e-02 -8.63814819e-02 2.63810593e-01 1.87734016e-03
1.96339799e-02 -5.73415493e-03]
[ 3.87786328e-02 -1.16501244e-01 -2.10065508e-01 1.51963689e-01
-8.86289113e-02 8.06603637e-02 -3.07325316e-02 -1.98315690e-02
-8.56487707e-02 -1.02790696e-03]
[ -1.15277896e-01 -8.27297276e-02 -1.99670352e-01 1.66307826e-01
-1.24623526e-02 1.31272526e-01 4.12764875e-03 -2.50135142e-01
7.89481210e-02 -1.86531039e-01]
[ -6.15737076e-02 -5.50258041e-02 2.78239131e-01 1.10040281e-01
8.82833885e-02 -6.42096210e-02 -1.17556339e-01 1.21192505e-01
8.37457914e-02 4.97474404e-02]
[ 6.34074145e-02 -7.17656919e-03 8.92598171e-02 9.26810603e-02
9.40220095e-03 -1.79125192e-02 1.91006516e-01 1.20411065e-01
-2.23713890e-02 -5.27267871e-02]
[ 1.01049847e-02 -1.42722875e-01 -2.92827850e-01 -5.40543423e-02
9.21934083e-02 -9.25028264e-02 1.21459498e-01 1.62488093e-01
1.06771314e-01 -3.33216789e-02]
[ 5.51115914e-02 -3.56631595e-02 -1.13288018e-01 5.67421177e-02
-1.52708552e-01 3.17537030e-01 2.66879764e-01 2.05134827e-01
-1.50118405e-01 -4.91741631e-02]
[ 2.61679735e-03 -1.86745509e-02 1.22728730e-01 1.08098810e-01
1.63576754e-02 1.05599874e-01 -8.86437048e-02 -4.18345685e-02
2.18674294e-01 8.58905149e-02]
[ 1.16010608e-01 7.90422119e-02 -4.23342461e-02 -9.02041885e-02
-1.32278641e-01 -3.32713948e-01 1.19779556e-01 8.95316498e-03
1.49851423e-01 9.74421770e-02]
[ -1.02939196e-01 -6.19124505e-02 -1.56543875e-02 2.37029669e-02
-4.77138112e-02 -2.05240016e-01 -5.11588478e-02 -2.01598550e-02
1.96321513e-02 1.27620306e-01]
[ -1.67763567e-01 -1.39137699e-01 -2.06154084e-01 -3.13702101e-02
-2.94096680e-01 3.84145707e-03 7.33458331e-02 -2.63199509e-02
-1.82039715e-02 2.95746814e-02]
[ -3.02110298e-02 -1.41159109e-01 -7.48698852e-02 -1.25179909e-01
5.24966641e-01 2.75190385e-01 6.07091818e-01 1.13146325e-01
-1.80707775e-01 -3.78763794e-01]
[ -1.63045412e-02 -4.52335433e-01 -3.07666735e-02 -7.15261563e-02
6.51368942e-01 9.98318397e-02 5.75305052e-01 9.14839008e-02
3.10929303e-02 -3.86994863e-01]
[ 1.13521345e-02 -5.10840332e-01 -4.37219650e-02 -1.05814240e-01
6.72350185e-01 2.25625726e-02 5.43749417e-01 4.86180802e-02
-3.63786444e-01 -2.19535981e-01]
[ -1.74787772e-01 -6.46632437e-01 -1.06785197e-02 -2.05157701e-01
7.78474707e-01 -9.07979570e-02 6.66279250e-01 -8.33318189e-02
-6.93122442e-02 8.53069350e-02]
[ -3.03387432e-01 -4.74957877e-01 5.35552449e-02 -5.30673876e-02
9.26665053e-01 1.43374079e-01 4.84572609e-01 4.69675258e-02
-9.30825779e-02 -1.40677831e-01]
[ -2.13068139e-01 -3.55948466e-01 2.49613260e-01 -2.48407756e-01
6.82819017e-01 -4.31981364e-02 7.35852142e-01 1.23664764e-02
-2.61971948e-01 -3.19051772e-02]
[ -1.41072349e-01 -2.60325278e-01 -1.84741511e-01 -1.13805938e-01
5.21668189e-01 -2.26465653e-01 2.13238106e-01 1.67633409e-01
-1.88505760e-02 -1.29738961e-01]
[ 1.00527137e-01 2.50942699e-01 1.59334950e-01 -1.07311459e-01
-7.35236718e-02 5.49483269e-02 -1.48382974e-01 2.81200852e-01
6.28715477e-02 1.68521029e-01]
[ 3.52965693e-01 3.49380930e-01 -8.09667199e-02 3.10331199e-01
-8.90573476e-01 -2.86765558e-01 -4.88829407e-01 1.77140777e-01
3.91260558e-01 -2.16294832e-02]
[ 4.95415748e-02 1.27264779e-01 2.54365805e-01 2.49802500e-01
-5.94674597e-02 -1.97355858e-01 -1.79716605e-01 -1.32921609e-01
-1.36877931e-01 -2.87297873e-01]
[ 1.77115372e-02 -9.19304964e-02 -1.21821764e-01 -6.33800602e-02
2.32030051e-01 4.19526206e-02 4.67790404e-03 -1.85747325e-01
2.55493832e-02 1.98424511e-01]
[ -8.09167307e-05 -5.56617962e-02 -6.81864802e-02 -5.54603380e-02
-1.75152511e-02 -1.77840824e-01 8.44630276e-02 9.52242890e-03
3.34295264e-02 -2.48945715e-04]
[ 3.13593855e-02 9.82196821e-02 2.44362079e-01 7.57742720e-02
-2.36528322e-01 -1.37431575e-01 8.54077473e-02 3.94221065e-02
-1.84759211e-01 1.08066927e-01]
[ 7.56444307e-02 5.61736937e-02 1.08085710e-01 9.60394274e-03
-2.45132950e-01 6.65015540e-02 3.80115732e-02 -2.70984074e-01
-1.58943979e-02 -8.57907505e-02]
[ -8.40324379e-03 1.15962129e-01 8.48189256e-02 -3.08012378e-02
-6.38838001e-02 1.79129289e-01 7.57937886e-02 1.18061952e-01
-2.10257631e-02 1.71946038e-01]
[ 2.26409880e-01 9.62270838e-02 2.98737236e-02 8.39253270e-02
4.88484258e-04 -2.57136780e-02 -2.04390081e-01 1.48599361e-01
-5.18810531e-02 -1.64849016e-02]
[ 4.90363398e-02 3.59974074e-02 1.91662129e-02 4.90068149e-02
-4.55035351e-01 -1.25617124e-01 -2.35994815e-01 4.15447601e-02
1.24245432e-01 1.98871709e-01]
[ 5.63793002e-02 4.92552580e-01 1.26982677e-01 4.34738964e-01
-1.26914176e+00 -3.02925522e-01 -5.64966218e-01 -7.12272168e-02
2.98879304e-01 3.40195810e-01]
[ 1.81527819e-01 5.02468441e-01 6.87338663e-02 4.36506550e-01
-1.04699679e+00 -8.43290521e-02 -4.40498618e-01 1.51485129e-01
2.18815726e-01 4.83547533e-01]
[ 2.49459835e-01 3.28508176e-01 2.46556293e-01 1.50248721e-01
-5.03678398e-01 8.03202368e-02 -2.28074934e-01 1.62291013e-01
2.41652135e-01 8.04690757e-02]
[ -7.25307317e-02 2.41527349e-01 2.41486467e-01 1.79458797e-02
-6.85403418e-02 1.30239364e-01 -1.17455330e-01 -1.51001438e-02
-3.13272961e-02 5.19977028e-02]
[ -9.92078305e-02 1.24389184e-02 2.42289384e-02 9.29652285e-02
-6.94127780e-02 1.15804128e-01 2.32049692e-01 1.98536223e-02
-2.74598066e-01 -9.28351420e-02]
[ -2.24451402e-01 -4.36194560e-02 -9.51017754e-02 -3.48525285e-01
1.92158864e-01 1.20301854e-01 1.15290404e-01 1.02927436e-01
-2.10108109e-01 2.92503926e-02]
[ 9.00383472e-03 -4.18499840e-01 -1.28227004e-01 -1.62810331e-01
3.72261344e-01 2.56483099e-02 1.98006619e-01 1.52200397e-01
-1.66453020e-01 -2.23387435e-01]
[ 9.02773060e-02 -2.71009631e-01 -1.65506965e-01 -4.93782856e-02
-7.29772238e-02 -3.69356094e-02 1.47423623e-01 -1.58052313e-01
9.58024080e-02 -1.88744353e-01]
[ -1.11946017e-01 2.53277532e-02 2.66983456e-01 5.32435471e-03
1.44456023e-01 7.61844089e-02 6.43790701e-02 -2.96451586e-01
-1.03791497e-01 -5.00795997e-02]
[ -3.38213496e-01 7.67546991e-03 1.86534477e-02 -1.26532272e-02
1.41676257e-01 -1.79569225e-01 1.41297302e-02 2.35018591e-01
-7.32620260e-02 8.58071059e-02]
[ 1.52785219e-01 -1.11124275e-02 -2.29964374e-01 -6.62972357e-02
9.42116134e-02 -3.03728359e-01 8.06196388e-02 -1.65884230e-01
1.14749113e-02 -1.73436627e-01]
[ 2.18369316e-01 -2.14417926e-01 6.72127221e-02 -1.33135941e-02
8.27569941e-02 -4.06873902e-02 5.46593581e-02 -1.35950321e-01
1.20168731e-01 -1.67528525e-01]
[ -1.02473945e-01 -8.41658745e-02 1.22357130e-01 1.11893447e-01
2.37786501e-02 -1.15893752e-01 2.52351784e-01 -7.82501240e-02
1.83704630e-01 5.40554820e-04]
[ -3.65288983e-02 -2.13526688e-01 1.84150371e-01 -3.02762329e-01
-2.26688422e-01 1.31393615e-01 1.15776970e-01 -1.22944132e-01
-9.16340805e-03 1.86800340e-01]]
[[ 0.62305948]
[ 1.74245611]
[ 0.22798237]
[ 0.87995732]
[-2.77040546]
[-0.26669734]
[-1.7608145 ]
[ 0.075214 ]
[ 0.68898655]
[ 0.87907652]]
Progress: 48.6% ... Training loss: 0.264 ... Validation loss: 0.452[[ 1.70144576e-01 2.76709848e-01 -1.01921298e-01 1.13132982e-01
-4.66460260e-01 -7.22711648e-02 -9.46446120e-02 1.20732075e-01
-4.60060324e-02 2.12128076e-01]
[ 8.62734895e-03 1.24197648e-01 -2.10707410e-02 4.09310126e-02
9.08515057e-02 -4.93120384e-03 3.37654018e-01 4.04341157e-02
1.38295027e-01 -3.36207785e-02]
[ 2.02119905e-01 7.71487650e-01 1.23784632e-02 -5.27421203e-02
7.99665097e-01 -2.22537236e-02 -9.42346896e-01 -4.11642769e-02
5.86024240e-02 2.90970651e-01]
[ 6.45558229e-02 -4.21452270e-01 -1.87907673e-01 2.23003798e-01
-5.62294720e-03 1.21447166e-01 2.39641026e-01 6.62246614e-02
1.49906597e-01 3.23407014e-01]
[ -3.07147781e-02 6.89258949e-02 -1.49368374e-01 3.87518784e-02
-7.85893620e-02 -1.79389476e-01 1.06884888e-01 -1.17098281e-01
-1.96778442e-01 -5.78657568e-02]
[ -4.03490636e-01 -6.77745471e-01 -3.05209734e-01 1.38424143e-01
-1.83107093e-01 4.49911681e-02 3.86511430e-01 -4.08220327e-02
-4.10389407e-02 -4.59329014e-02]
[ -4.72590035e-04 -2.53146417e-01 1.12068583e-02 9.75083443e-02
-4.82195557e-02 -7.32355907e-02 1.76848835e-01 -1.91141337e-01
2.04424183e-01 4.83513861e-02]
[ 1.05454810e-01 -2.98536802e-01 2.97972440e-02 -8.09053275e-02
-9.53424003e-03 -4.64819486e-02 9.42509623e-02 1.16769525e-01
7.61557077e-02 -2.69289365e-02]
[ -1.75574254e-01 -1.90023184e-01 -3.01716980e-01 -1.78151888e-02
-8.77140679e-02 6.70942076e-02 -8.91503653e-02 -2.94796394e-02
2.70745528e-01 -1.30366488e-01]
[ 1.71172865e-02 -4.68462781e-01 6.95935897e-02 -3.97222291e-02
-2.42533708e-01 -1.02208687e-01 2.46991202e-01 -1.12832416e-01
-1.75143986e-02 4.68589515e-02]
[ -7.66733774e-02 -1.27924815e-01 5.99475119e-03 -1.23944081e-01
-1.20528110e-01 9.00098205e-03 2.30989577e-01 -1.01976857e-01
4.51284643e-03 -1.05374762e-01]
[ -1.18501715e-01 -2.24177172e-01 -6.78079064e-02 2.08939248e-02
2.96382674e-01 9.73396911e-02 1.73290540e-01 -1.55908183e-02
-1.60318696e-01 -2.00719860e-01]
[ -1.59181540e-01 1.72831187e-03 6.09208640e-02 1.87507761e-02
-1.68124441e-01 -2.18657156e-01 -1.73889179e-01 -1.97325468e-01
8.40273454e-02 1.70495084e-01]
[ -2.87860132e-01 -3.54712310e-01 9.30247250e-02 2.08633258e-01
-1.51880991e-01 -6.22616011e-02 1.12367134e-01 -2.61719889e-01
-2.80492804e-01 -9.74712318e-02]
[ 9.44092966e-02 -2.10790359e-01 -2.53304755e-02 1.08039491e-01
-5.32002691e-02 -8.61948759e-02 2.64729822e-01 1.82123389e-03
1.91023359e-02 -6.41594380e-03]
[ 3.88541313e-02 -1.16195635e-01 -2.10037717e-01 1.52073697e-01
-8.89320150e-02 8.06408518e-02 -3.10375329e-02 -1.98232701e-02
-8.55824252e-02 -9.39056952e-04]
[ -1.13762914e-01 -7.93557117e-02 -1.99114686e-01 1.68453678e-01
-1.80876427e-02 1.30650730e-01 5.72367508e-04 -2.49960583e-01
8.06443706e-02 -1.84319227e-01]
[ -6.18053966e-02 -5.56347427e-02 2.78155949e-01 1.09839739e-01
8.85906803e-02 -6.41011869e-02 -1.16666788e-01 1.21162048e-01
8.37085768e-02 4.93109063e-02]
[ 6.30342944e-02 -8.31518894e-03 8.91077687e-02 9.21410892e-02
1.10177714e-02 -1.77504836e-02 1.92204737e-01 1.20362978e-01
-2.27530804e-02 -5.32967513e-02]
[ 9.71738551e-03 -1.43861204e-01 -2.92977459e-01 -5.46225874e-02
9.34456615e-02 -9.23442369e-02 1.22473366e-01 1.62438876e-01
1.06315924e-01 -3.39233254e-02]
[ 5.57269467e-02 -3.40643853e-02 -1.13072457e-01 5.76070852e-02
-1.55547589e-01 3.17280369e-01 2.65108130e-01 2.05201310e-01
-1.49444346e-01 -4.83326729e-02]
[ 1.52342772e-03 -2.21588606e-02 1.22287839e-01 1.06413412e-01
2.16243477e-02 1.06112378e-01 -8.57754947e-02 -4.19818980e-02
2.17539524e-01 8.43472887e-02]
[ 1.16399632e-01 7.99893923e-02 -4.21787074e-02 -8.96467868e-02
-1.33988114e-01 -3.32888077e-01 1.18923444e-01 9.00504430e-03
1.50272684e-01 9.80250394e-02]
[ -1.02314583e-01 -6.07350509e-02 -1.54235020e-02 2.46302922e-02
-5.02855671e-02 -2.05522038e-01 -5.26202063e-02 -2.00812306e-02
2.03610054e-02 1.28573500e-01]
[ -1.68058076e-01 -1.39807388e-01 -2.06258324e-01 -3.17750949e-02
-2.94151497e-01 3.95785369e-03 7.42687137e-02 -2.63526691e-02
-1.84617218e-02 2.91936426e-02]
[ -2.98427115e-02 -1.40678723e-01 -7.47343427e-02 -1.24661835e-01
5.23589543e-01 2.75045071e-01 6.06597240e-01 1.13192620e-01
-1.80286190e-01 -3.78216926e-01]
[ -1.58625115e-02 -4.51597726e-01 -3.05966619e-02 -7.08339128e-02
6.49385906e-01 9.96222327e-02 5.74344976e-01 9.15404550e-02
3.16158961e-02 -3.86338739e-01]
[ 1.14655628e-02 -5.11075744e-01 -4.36921281e-02 -1.05655887e-01
6.71641331e-01 2.25161833e-02 5.43811996e-01 4.86323240e-02
-3.63664278e-01 -2.19376150e-01]
[ -1.74581738e-01 -6.46270857e-01 -1.06030252e-02 -2.04867414e-01
7.77799360e-01 -9.08870897e-02 6.65735710e-01 -8.33067932e-02
-6.90978909e-02 8.55821306e-02]
[ -3.03342900e-01 -4.75111528e-01 5.35804749e-02 -5.29581298e-02
9.26321381e-01 1.43340836e-01 4.84628104e-01 4.69757921e-02
-9.30059349e-02 -1.40607229e-01]
[ -2.13134056e-01 -3.56009681e-01 2.49588600e-01 -2.48508122e-01
6.82990002e-01 -4.31673823e-02 7.35923257e-01 1.23579239e-02
-2.62051611e-01 -3.19990618e-02]
[ -1.40893919e-01 -2.59985298e-01 -1.84672743e-01 -1.13544142e-01
5.20937029e-01 -2.26544988e-01 2.12802057e-01 1.67655638e-01
-1.86514797e-02 -1.29489205e-01]
[ 1.00520173e-01 2.51552427e-01 1.59318268e-01 -1.07366296e-01
-7.42743860e-02 5.49645237e-02 -1.49051862e-01 2.81195049e-01
6.28333222e-02 1.68506861e-01]
[ 3.50761546e-01 3.43357802e-01 -8.18278161e-02 3.07130861e-01
-8.82108402e-01 -2.85766410e-01 -4.82432252e-01 1.76853576e-01
3.89104216e-01 -2.49524907e-02]
[ 4.95175376e-02 1.27216870e-01 2.54346781e-01 2.49750408e-01
-5.91579914e-02 -1.97342614e-01 -1.79778367e-01 -1.32926612e-01
-1.36931472e-01 -2.87392163e-01]
[ 1.79949413e-02 -9.11025838e-02 -1.21718209e-01 -6.29707986e-02
2.30677844e-01 4.18287613e-02 3.88106436e-03 -1.85720383e-01
2.58520454e-02 1.98747458e-01]
[ 1.79636492e-04 -5.49340472e-02 -6.81016663e-02 -5.51653569e-02
-1.85600347e-02 -1.77938559e-01 8.36556310e-02 9.54876943e-03
3.36569475e-02 2.98378361e-05]
[ 3.15833635e-02 9.88450661e-02 2.44442868e-01 7.60709664e-02
-2.37319344e-01 -1.37520992e-01 8.47373446e-02 3.94485735e-02
-1.84504491e-01 1.08392897e-01]
[ 7.58226080e-02 5.64174934e-02 1.08152610e-01 9.85952037e-03
-2.45760275e-01 6.64252290e-02 3.76585352e-02 -2.70963550e-01
-1.57000740e-02 -8.55637881e-02]
[ -8.06481020e-03 1.16949884e-01 8.49324188e-02 -3.03333584e-02
-6.51526961e-02 1.78983648e-01 7.48744914e-02 1.18097158e-01
-2.06606276e-02 1.72404573e-01]
[ 2.26517996e-01 9.63838442e-02 2.99137209e-02 8.40917565e-02
7.82281266e-05 -2.57625763e-02 -2.04561916e-01 1.48613312e-01
-5.17453684e-02 -1.63331712e-02]
[ 4.88826994e-02 3.59548483e-02 1.91189111e-02 4.88073539e-02
-4.54857228e-01 -1.25555516e-01 -2.35832686e-01 4.15251147e-02
1.24073422e-01 1.98672293e-01]
[ 5.59124360e-02 4.91449828e-01 1.26809158e-01 4.34093417e-01
-1.26797348e+00 -3.02732475e-01 -5.63897860e-01 -7.12828451e-02
2.98400692e-01 3.39589555e-01]
[ 1.81833783e-01 5.02750917e-01 6.88455709e-02 4.36904342e-01
-1.04785097e+00 -8.44258529e-02 -4.41066900e-01 1.51519233e-01
2.19167209e-01 4.84055995e-01]
[ 2.49393703e-01 3.28319325e-01 2.46533570e-01 1.50142234e-01
-5.03346941e-01 8.03522258e-02 -2.27851280e-01 1.62281879e-01
2.41597633e-01 8.03643567e-02]
[ -7.21588636e-02 2.42520059e-01 2.41624485e-01 1.84885761e-02
-7.02134870e-02 1.30077678e-01 -1.18358533e-01 -1.50539929e-02
-3.09310473e-02 5.25160300e-02]
[ -9.89649853e-02 1.33173432e-02 2.43074871e-02 9.33212410e-02
-7.06618127e-02 1.15703094e-01 2.31103273e-01 1.98831058e-02
-2.74305517e-01 -9.24625439e-02]
[ -2.24733901e-01 -4.43754301e-02 -9.52090726e-02 -3.48917901e-01
1.93375340e-01 1.20425031e-01 1.16024452e-01 1.02894431e-01
-2.10420519e-01 2.88860931e-02]
[ 8.84037393e-03 -4.18914700e-01 -1.28284535e-01 -1.63049028e-01
3.73008030e-01 2.57205156e-02 1.98487792e-01 1.52181378e-01
-1.66616727e-01 -2.23582558e-01]
[ 8.88414833e-02 -2.74841017e-01 -1.66105335e-01 -5.14937428e-02
-6.80489777e-02 -3.62459682e-02 1.51433032e-01 -1.58255646e-01
9.44640366e-02 -1.91037217e-01]
[ -1.12540314e-01 2.37330037e-02 2.66741373e-01 4.43298754e-03
1.46345373e-01 7.64809381e-02 6.57627262e-02 -2.96528176e-01
-1.04472436e-01 -5.09069208e-02]
[ -3.36487214e-01 1.11667653e-02 1.92942923e-02 -1.01577889e-02
1.34836975e-01 -1.80303001e-01 1.01318814e-02 2.35228150e-01
-7.12987800e-02 8.83096801e-02]
[ 1.53071262e-01 -1.05059488e-02 -2.29847817e-01 -6.58054708e-02
9.28832359e-02 -3.03868089e-01 8.00312124e-02 -1.65845578e-01
1.17925782e-02 -1.73055397e-01]
[ 2.18279237e-01 -2.15164407e-01 6.71626160e-02 -1.35067851e-02
8.39027348e-02 -4.06392349e-02 5.50405791e-02 -1.35960507e-01
1.20046634e-01 -1.67676730e-01]
[ -1.02275431e-01 -8.40228719e-02 1.22431540e-01 1.12191130e-01
2.26242536e-02 -1.16009412e-01 2.52016938e-01 -7.82236439e-02
1.83944611e-01 8.46178081e-04]
[ -3.63870850e-02 -2.12368809e-01 1.84201987e-01 -3.02620307e-01
-2.28583891e-01 1.31345408e-01 1.14877905e-01 -1.22939922e-01
-8.97486918e-03 1.87006832e-01]]
[[ 0.62089957]
[ 1.74356944]
[ 0.22797803]
[ 0.87865596]
[-2.76551452]
[-0.26588385]
[-1.75936373]
[ 0.07538572]
[ 0.68678171]
[ 0.87928744]]
Progress: 48.6% ... Training loss: 0.264 ... Validation loss: 0.452[[ 1.69180026e-01 2.73807959e-01 -1.02263669e-01 1.11946375e-01
-4.62505547e-01 -7.17091129e-02 -9.20978364e-02 1.20619121e-01
-4.70407724e-02 2.11022027e-01]
[ 8.92615046e-03 1.24696667e-01 -2.09622764e-02 4.13484367e-02
8.99905955e-02 -5.06147975e-03 3.37096846e-01 4.04707486e-02
1.38606011e-01 -3.31805623e-02]
[ 2.02850612e-01 7.71536643e-01 1.25829645e-02 -5.17572498e-02
7.98536679e-01 -2.24256531e-02 -9.43354599e-01 -4.10825038e-02
5.93139048e-02 2.92329721e-01]
[ 6.14392644e-02 -4.27942102e-01 -1.89096449e-01 2.18678900e-01
6.99096924e-03 1.22785511e-01 2.46510907e-01 6.58110000e-02
1.46274974e-01 3.19060024e-01]
[ -2.96764868e-02 6.97465876e-02 -1.48957827e-01 4.04501066e-02
-8.15773658e-02 -1.79755064e-01 1.05210827e-01 -1.16941816e-01
-1.95443161e-01 -5.63261132e-02]
[ -4.03108845e-01 -6.76531604e-01 -3.05036062e-01 1.39131597e-01
-1.85135751e-01 4.48074319e-02 3.85420274e-01 -4.07705851e-02
-4.05943340e-02 -4.54095383e-02]
[ -9.03015589e-04 -2.54944967e-01 1.10859283e-02 9.70569573e-02
-4.67599976e-02 -7.30020012e-02 1.78445377e-01 -1.91188528e-01
2.04105242e-01 4.79914062e-02]
[ 1.05351948e-01 -3.00439114e-01 2.97380807e-02 -8.09729318e-02
-8.54440318e-03 -4.63547952e-02 9.51145728e-02 1.16755396e-01
7.59779220e-02 -2.68744242e-02]
[ -1.75305470e-01 -1.89571378e-01 -3.01616305e-01 -1.74344610e-02
-8.93343407e-02 6.69823788e-02 -8.95868585e-02 -2.94464745e-02
2.71015888e-01 -1.30063019e-01]
[ 1.76915098e-02 -4.69069023e-01 6.97990719e-02 -3.89598324e-02
-2.44885943e-01 -1.02346769e-01 2.46502280e-01 -1.12767434e-01
-1.68721440e-02 4.77247358e-02]
[ -7.60461626e-02 -1.26460986e-01 6.26408846e-03 -1.22791977e-01
-1.23493422e-01 8.71644763e-03 2.29590497e-01 -1.01888324e-01
5.32095352e-03 -1.04277238e-01]
[ -1.19585867e-01 -2.27069946e-01 -6.81884734e-02 1.95486146e-02
3.00500687e-01 9.78274859e-02 1.76111045e-01 -1.57210413e-02
-1.61550817e-01 -2.02161803e-01]
[ -1.59181540e-01 1.72831187e-03 6.09208640e-02 1.87507761e-02
-1.68124441e-01 -2.18657156e-01 -1.73889179e-01 -1.97325468e-01
8.40273454e-02 1.70495084e-01]
[ -2.87803327e-01 -3.54529518e-01 9.30731511e-02 2.08817387e-01
-1.52277486e-01 -6.23111162e-02 1.12219261e-01 -2.61707558e-01
-2.80386193e-01 -9.73719505e-02]
[ 9.42115764e-02 -2.11149210e-01 -2.53971373e-02 1.07813863e-01
-5.32396833e-02 -8.61035514e-02 2.65107955e-01 1.79635699e-03
1.88752852e-02 -6.71065358e-03]
[ 3.88914250e-02 -1.16038819e-01 -2.10021309e-01 1.52138310e-01
-8.87807777e-02 8.06036779e-02 -3.10336719e-02 -1.98138236e-02
-8.54786391e-02 -8.78903563e-04]
[ -1.14173278e-01 -8.04196833e-02 -1.99236847e-01 1.67943811e-01
-1.70204465e-02 1.30832222e-01 1.55470370e-03 -2.50008227e-01
8.01807959e-02 -1.84878757e-01]
[ -6.12393977e-02 -5.48027014e-02 2.78372057e-01 1.10738061e-01
8.65480312e-02 -6.42849658e-02 -1.17613494e-01 1.21230201e-01
8.44296282e-02 5.03153723e-02]
[ 6.21531149e-02 -1.14848894e-02 8.87362786e-02 9.06985841e-02
1.49897344e-02 -1.73023084e-02 1.94916819e-01 1.20239293e-01
-2.38379479e-02 -5.46266013e-02]
[ 1.03176306e-02 -1.42336679e-01 -2.92758309e-01 -5.36822028e-02
9.10518821e-02 -9.26277046e-02 1.20617124e-01 1.62522082e-01
1.06964835e-01 -3.29950647e-02]
[ 5.64681004e-02 -3.25397182e-02 -1.12772133e-01 5.87797120e-02
-1.58983156e-01 3.16978284e-01 2.63503933e-01 2.05303425e-01
-1.48516370e-01 -4.71921161e-02]
[ 1.13594690e-03 -2.35137883e-02 1.22142989e-01 1.05899316e-01
2.37856064e-02 1.06309631e-01 -8.46083009e-02 -4.20366102e-02
2.17005490e-01 8.39004932e-02]
[ 1.16793111e-01 8.11188917e-02 -4.20449132e-02 -8.91164340e-02
-1.34848863e-01 -3.33049099e-01 1.17723388e-01 9.05180562e-03
1.50669887e-01 9.84701054e-02]
[ -1.02977522e-01 -6.27078677e-02 -1.56579997e-02 2.37085273e-02
-4.88329815e-02 -2.05245489e-01 -5.06053386e-02 -2.01621003e-02
1.96964794e-02 1.27656792e-01]
[ -1.67796081e-01 -1.39272648e-01 -2.06158622e-01 -3.13824729e-02
-2.94986621e-01 3.84528124e-03 7.36978185e-02 -2.63196010e-02
-1.81749678e-02 2.95848163e-02]
[ -3.00214633e-02 -1.41211103e-01 -7.47991893e-02 -1.24908956e-01
5.24425250e-01 2.75123736e-01 6.07096260e-01 1.13171273e-01
-1.80477640e-01 -3.78467194e-01]
[ -1.57012047e-02 -4.51269362e-01 -3.05362571e-02 -7.06009922e-02
6.48746461e-01 9.95529273e-02 5.74005655e-01 9.15603577e-02
3.17823337e-02 -3.86112839e-01]
[ 1.15835245e-02 -5.11029912e-01 -4.36526231e-02 -1.05519689e-01
6.71153224e-01 2.24727325e-02 5.43608063e-01 4.86451936e-02
-3.63554095e-01 -2.19240870e-01]
[ -1.74420848e-01 -6.46106164e-01 -1.05422579e-02 -2.04655758e-01
7.77164576e-01 -9.09569138e-02 6.65483109e-01 -8.32875198e-02
-6.89254373e-02 8.57825008e-02]
[ -3.03175736e-01 -4.74973877e-01 5.36526491e-02 -5.26827922e-02
9.25596793e-01 1.43259250e-01 4.84351427e-01 4.69992062e-02
-9.27997937e-02 -1.40351341e-01]
[ -2.12935406e-01 -3.55381940e-01 2.49661200e-01 -2.48229514e-01
6.81942009e-01 -4.32504672e-02 7.35449579e-01 1.23819360e-02
-2.61826822e-01 -3.17148100e-02]
[ -1.40647345e-01 -2.59489157e-01 -1.84574627e-01 -1.13167817e-01
5.19970701e-01 -2.26657349e-01 2.12161234e-01 1.67687341e-01
-1.83739392e-02 -1.29126490e-01]
[ 1.00637003e-01 2.51624991e-01 1.59366307e-01 -1.07191038e-01
-7.43767400e-02 5.49208906e-02 -1.49153841e-01 2.81209554e-01
6.29856479e-02 1.68627698e-01]
[ 3.50406941e-01 3.42629944e-01 -8.19935678e-02 3.06586170e-01
-8.81731629e-01 -2.85592509e-01 -4.81685072e-01 1.76805936e-01
3.88637389e-01 -2.54132411e-02]
[ 4.96500779e-02 1.27508496e-01 2.54399358e-01 2.49941402e-01
-5.96248112e-02 -1.97402267e-01 -1.80100353e-01 -1.32910391e-01
-1.36776988e-01 -2.87205083e-01]
[ 1.78743012e-02 -9.13612385e-02 -1.21765922e-01 -6.31466536e-02
2.31056400e-01 4.18958298e-02 4.19145952e-03 -1.85738789e-01
2.57198481e-02 1.98578099e-01]
[ 3.60287158e-04 -5.44960867e-02 -6.80358462e-02 -5.48979253e-02
-1.92809951e-02 -1.78013242e-01 8.32263739e-02 9.57106154e-03
3.38595857e-02 2.78680149e-04]
[ 3.16752646e-02 9.90993936e-02 2.44482374e-01 7.62011057e-02
-2.37649921e-01 -1.37562301e-01 8.43901174e-02 3.94559560e-02
-1.84409756e-01 1.08539366e-01]
[ 7.57179357e-02 5.62841266e-02 1.08110498e-01 9.71754365e-03
-2.45358503e-01 6.64574698e-02 3.78919621e-02 -2.70975204e-01
-1.58365457e-02 -8.57185114e-02]
[ -8.75039608e-03 1.15042072e-01 8.46762091e-02 -3.13696233e-02
-6.21666011e-02 1.79295716e-01 7.64958127e-02 1.18008856e-01
-2.14560575e-02 1.71430343e-01]
[ 2.26511003e-01 9.64465226e-02 2.99126793e-02 8.41060503e-02
-1.84332634e-07 -2.57751496e-02 -2.04597154e-01 1.48617748e-01
-5.17592209e-02 -1.63113084e-02]
[ 4.91366396e-02 3.64835768e-02 1.92150020e-02 4.91703517e-02
-4.55497392e-01 -1.25660304e-01 -2.36459061e-01 4.15556339e-02
1.24357178e-01 1.99025200e-01]
[ 5.60929711e-02 4.91454970e-01 1.26920055e-01 4.34491284e-01
-1.26902755e+00 -3.02828414e-01 -5.63871659e-01 -7.12498999e-02
2.98771970e-01 3.39916068e-01]
[ 1.81884006e-01 5.02127357e-01 6.88475897e-02 4.37160682e-01
-1.04777535e+00 -8.43330714e-02 -4.40668399e-01 1.51518447e-01
2.19263127e-01 4.84313418e-01]
[ 2.49036203e-01 3.27205336e-01 2.46408561e-01 1.49661704e-01
-5.02175109e-01 8.05064650e-02 -2.26769033e-01 1.62243183e-01
2.41183035e-01 7.98667407e-02]
[ -7.17453702e-02 2.43653274e-01 2.41777381e-01 1.90726739e-02
-7.17951352e-02 1.29897487e-01 -1.19553260e-01 -1.50014744e-02
-3.04863980e-02 5.31292487e-02]
[ -9.92219241e-02 1.28908385e-02 2.42296370e-02 9.30060886e-02
-6.97827542e-02 1.15813503e-01 2.31484863e-01 1.98535380e-02
-2.74586807e-01 -9.28210629e-02]
[ -2.24664057e-01 -4.42809694e-02 -9.51732448e-02 -3.48779546e-01
1.93102100e-01 1.20384094e-01 1.15900709e-01 1.02906443e-01
-2.10323445e-01 2.90195502e-02]
[ 8.48084419e-03 -4.19906891e-01 -1.28416989e-01 -1.63567066e-01
3.74452570e-01 2.58776406e-02 1.99487976e-01 1.52137064e-01
-1.67020775e-01 -2.24068742e-01]
[ 8.95914591e-02 -2.72843589e-01 -1.65805623e-01 -5.03624859e-02
-7.13212366e-02 -3.65417249e-02 1.49221889e-01 -1.58169836e-01
9.52769266e-02 -1.89984185e-01]
[ -1.12233245e-01 2.33205739e-02 2.66889336e-01 5.06324478e-03
1.44706569e-01 7.63393464e-02 6.55043606e-02 -2.96478209e-01
-1.03965499e-01 -5.02255453e-02]
[ -3.36408482e-01 1.14603225e-02 1.93172005e-02 -1.00791498e-02
1.35181461e-01 -1.80317223e-01 9.54521555e-03 2.35237734e-01
-7.12598154e-02 8.83280161e-02]
[ 1.52941262e-01 -1.07837034e-02 -2.29850015e-01 -6.57028734e-02
9.21034861e-02 -3.03832048e-01 8.05752456e-02 -1.65845423e-01
1.17860391e-02 -1.73042467e-01]
[ 2.18355333e-01 -2.15931315e-01 6.71703985e-02 -1.33604085e-02
8.52682319e-02 -4.05945632e-02 5.56749905e-02 -1.35956941e-01
1.20126856e-01 -1.67462609e-01]
[ -1.02237617e-01 -8.38035380e-02 1.22454614e-01 1.12264332e-01
2.23589148e-02 -1.16035272e-01 2.51903919e-01 -7.82174006e-02
1.83964738e-01 9.22405108e-04]
[ -3.73894855e-02 -2.15457223e-01 1.83796999e-01 -3.04213445e-01
-2.25537259e-01 1.31807304e-01 1.17801157e-01 -1.23071954e-01
-1.02092297e-02 1.85472175e-01]]
[[ 0.62029335]
[ 1.74565834]
[ 0.22875534]
[ 0.87783643]
[-2.76383304]
[-0.26684617]
[-1.75946202]
[ 0.0751293 ]
[ 0.68627817]
[ 0.87770741]]
Progress: 48.7% ... Training loss: 0.264 ... Validation loss: 0.450[[ 1.69250712e-01 2.75128597e-01 -1.02124329e-01 1.12262089e-01
-4.62291028e-01 -7.17759328e-02 -9.30847984e-02 1.20647048e-01
-4.70790002e-02 2.11551991e-01]
[ 9.24269448e-03 1.25388037e-01 -2.08450743e-02 4.18287807e-02
8.87951786e-02 -5.20601259e-03 3.36400357e-01 4.05109558e-02
1.38948396e-01 -3.27339709e-02]
[ 2.02101058e-01 7.71084671e-01 1.23039335e-02 -5.29192553e-02
8.01431891e-01 -2.20805511e-02 -9.42328147e-01 -4.12004539e-02
5.83671591e-02 2.91462667e-01]
[ 6.35984120e-02 -4.23156561e-01 -1.88306938e-01 2.21864187e-01
-1.58177946e-03 1.21801263e-01 2.41438366e-01 6.61188984e-02
1.48586269e-01 3.22365663e-01]
[ -3.13231420e-02 6.56105591e-02 -1.49568253e-01 3.81619146e-02
-7.83526106e-02 -1.79001684e-01 1.09784369e-01 -1.17148093e-01
-1.97163583e-01 -5.83754471e-02]
[ -4.03916908e-01 -6.78718764e-01 -3.05299048e-01 1.38134955e-01
-1.83781017e-01 4.51299110e-02 3.87390488e-01 -4.08573814e-02
-4.14280416e-02 -4.65206931e-02]
[ -1.23926990e-03 -2.56274867e-01 1.09670454e-02 9.65770081e-02
-4.56710307e-02 -7.28358520e-02 1.79838703e-01 -1.91235180e-01
2.03730618e-01 4.75715965e-02]
[ 1.06207308e-01 -2.97067960e-01 3.01248373e-02 -7.95882754e-02
-1.21866685e-02 -4.67852949e-02 9.15309436e-02 1.16874122e-01
7.67729254e-02 -2.53364649e-02]
[ -1.74906436e-01 -1.89474890e-01 -3.01474015e-01 -1.68070423e-02
-9.13287935e-02 6.67992042e-02 -9.03506504e-02 -2.93931781e-02
2.71472062e-01 -1.29470285e-01]
[ 1.91353457e-02 -4.65044145e-01 7.04148632e-02 -3.67230698e-02
-2.50288857e-01 -1.02998719e-01 2.41702189e-01 -1.12583040e-01
-1.54004247e-02 4.99792192e-02]
[ -7.79529500e-02 -1.31333659e-01 5.56303467e-03 -1.25427037e-01
-1.18413373e-01 9.53824057e-03 2.34333633e-01 -1.02115790e-01
3.14700415e-03 -1.06876831e-01]
[ -1.19012838e-01 -2.26271571e-01 -6.79560330e-02 2.04823963e-02
2.97630534e-01 9.75325971e-02 1.75184120e-01 -1.56393948e-02
-1.60805742e-01 -2.01216965e-01]
[ -1.59181540e-01 1.72831187e-03 6.09208640e-02 1.87507761e-02
-1.68124441e-01 -2.18657156e-01 -1.73889179e-01 -1.97325468e-01
8.40273454e-02 1.70495084e-01]
[ -2.87500326e-01 -3.53944474e-01 9.32086320e-02 2.09332030e-01
-1.53055539e-01 -6.24610411e-02 1.11601454e-01 -2.61664990e-01
-2.80031201e-01 -9.69249229e-02]
[ 9.35966132e-02 -2.12517706e-01 -2.56304052e-02 1.06918518e-01
-5.16967025e-02 -8.58154086e-02 2.66334931e-01 1.71979321e-03
1.81704977e-02 -7.65417254e-03]
[ 3.82655013e-02 -1.17683513e-01 -2.10251295e-01 1.51264456e-01
-8.76425563e-02 8.08742550e-02 -2.93639388e-02 -1.98924636e-02
-8.62062141e-02 -1.78708474e-03]
[ -1.14399161e-01 -8.09958801e-02 -1.99320689e-01 1.67609630e-01
-1.61534357e-02 1.30937054e-01 1.97878077e-03 -2.50043925e-01
7.99398744e-02 -1.85184797e-01]
[ -6.12960944e-02 -5.53060184e-02 2.78354335e-01 1.10639661e-01
8.70796058e-02 -6.42417955e-02 -1.16983869e-01 1.21225606e-01
8.43683436e-02 5.02704562e-02]
[ 6.21843484e-02 -1.15267642e-02 8.87435602e-02 9.07729520e-02
1.47202425e-02 -1.73245847e-02 1.94994794e-01 1.20246361e-01
-2.37845798e-02 -5.45412927e-02]
[ 1.04422090e-02 -1.41487608e-01 -2.92667805e-01 -5.33248905e-02
8.94456676e-02 -9.27217863e-02 1.19859948e-01 1.62544548e-01
1.07163369e-01 -3.26448357e-02]
[ 5.59263531e-02 -3.37072930e-02 -1.12996708e-01 5.78524494e-02
-1.56796578e-01 3.17259202e-01 2.64665112e-01 2.05225517e-01
-1.49233682e-01 -4.80353836e-02]
[ 2.32851181e-03 -1.98920434e-02 1.22641223e-01 1.07721399e-01
1.99696336e-02 1.05731715e-01 -8.85228172e-02 -4.18748012e-02
2.18186953e-01 8.57675203e-02]
[ 1.16779323e-01 8.12604226e-02 -4.20483376e-02 -8.91379555e-02
-1.35056636e-01 -3.33042075e-01 1.17522462e-01 9.04850212e-03
1.50626901e-01 9.84370209e-02]
[ -1.02562118e-01 -6.27569032e-02 -1.55110816e-02 2.43631572e-02
-5.06076736e-02 -2.05436051e-01 -5.11786968e-02 -2.01051937e-02
2.02236224e-02 1.28299308e-01]
[ -1.67673784e-01 -1.39168269e-01 -2.06097044e-01 -3.11194611e-02
-2.95993806e-01 3.76033290e-03 7.35881569e-02 -2.62951367e-02
-1.79527551e-02 2.98714445e-02]
[ -3.01314443e-02 -1.41611764e-01 -7.48412862e-02 -1.25072067e-01
5.24854503e-01 2.75172732e-01 6.07552650e-01 1.13157287e-01
-1.80617088e-01 -3.78659830e-01]
[ -1.55591162e-02 -4.51183118e-01 -3.04829454e-02 -7.03802155e-02
6.48121547e-01 9.94849739e-02 5.73830789e-01 9.15787636e-02
3.19474318e-02 -3.85922935e-01]
[ 1.19618785e-02 -5.10387733e-01 -4.35073225e-02 -1.04962952e-01
6.69663175e-01 2.23038436e-02 5.42806417e-01 4.86913062e-02
-3.63119815e-01 -2.18702052e-01]
[ -1.74483770e-01 -6.46345375e-01 -1.05543949e-02 -2.04715050e-01
7.77356842e-01 -9.09440214e-02 6.65676453e-01 -8.32909123e-02
-6.89693250e-02 8.57174857e-02]
[ -3.02845650e-01 -4.74574129e-01 5.37943268e-02 -5.21037793e-02
9.23739194e-01 1.43073795e-01 4.83711932e-01 4.70513777e-02
-9.23201335e-02 -1.39737419e-01]
[ -2.12836881e-01 -3.55131736e-01 2.49697742e-01 -2.48091935e-01
6.81528459e-01 -4.32942950e-02 7.35226349e-01 1.23939726e-02
-2.61720849e-01 -3.15668150e-02]
[ -1.40652229e-01 -2.59605087e-01 -1.84578915e-01 -1.13161554e-01
5.19888468e-01 -2.26654842e-01 2.12218642e-01 1.67687432e-01
-1.83775162e-02 -1.29125135e-01]
[ 1.00862909e-01 2.52549230e-01 1.59455946e-01 -1.06864721e-01
-7.60960808e-02 5.48238850e-02 -1.50288015e-01 2.81235979e-01
6.31742314e-02 1.68935713e-01]
[ 3.52362727e-01 3.47924077e-01 -8.12046661e-02 3.09555474e-01
-8.88300680e-01 -2.86485996e-01 -4.87095347e-01 1.77065050e-01
3.90674258e-01 -2.24310241e-02]
[ 4.98223705e-02 1.27860396e-01 2.54479633e-01 2.50224480e-01
-6.01341512e-02 -1.97488281e-01 -1.80526936e-01 -1.32884547e-01
-1.36563736e-01 -2.86917829e-01]
[ 1.76171666e-02 -9.20353117e-02 -1.21863093e-01 -6.35195204e-02
2.32114001e-01 4.20082478e-02 4.81287643e-03 -1.85767824e-01
2.54242770e-02 1.98201696e-01]
[ 3.98115040e-04 -5.41785304e-02 -6.80270429e-02 -5.48833821e-02
-1.95327357e-02 -1.78021511e-01 8.29527563e-02 9.57413464e-03
3.38844179e-02 2.98327111e-04]
[ 3.10220908e-02 9.77820815e-02 2.44212692e-01 7.51839665e-02
-2.35460280e-01 -1.37260614e-01 8.55581151e-02 3.93648152e-02
-1.85212049e-01 1.07520053e-01]
[ 7.64056451e-02 5.80534228e-02 1.08349468e-01 1.06549898e-02
-2.47667246e-01 6.61782072e-02 3.58808072e-02 -2.70913558e-01
-1.51268084e-02 -8.48242998e-02]
[ -9.22473677e-03 1.13607279e-01 8.45036630e-02 -3.20551416e-02
-5.96695361e-02 1.79500710e-01 7.78843268e-02 1.17949978e-01
-2.20189651e-02 1.70765029e-01]
[ 2.26494089e-01 9.61469117e-02 2.99052778e-02 8.40739332e-02
2.53314937e-04 -2.57664507e-02 -2.04405392e-01 1.48615806e-01
-5.17630638e-02 -1.63602863e-02]
[ 4.91134665e-02 3.63278942e-02 1.92053573e-02 4.91339268e-02
-4.55463115e-01 -1.25650357e-01 -2.36365314e-01 4.15530588e-02
1.24323196e-01 1.98991882e-01]
[ 5.61770008e-02 4.91737637e-01 1.26962886e-01 4.34587432e-01
-1.26920872e+00 -3.02833168e-01 -5.64055724e-01 -7.12378494e-02
2.98866988e-01 3.40035310e-01]
[ 1.80039842e-01 4.97410680e-01 6.81606408e-02 4.34580713e-01
-1.04294807e+00 -8.35331895e-02 -4.35960302e-01 1.51288970e-01
2.17229402e-01 4.81745717e-01]
[ 2.49016383e-01 3.27374905e-01 2.46435781e-01 1.49772823e-01
-5.02784854e-01 8.04861731e-02 -2.26772885e-01 1.62254698e-01
2.41254061e-01 7.99800308e-02]
[ -7.16281254e-02 2.43857974e-01 2.41822018e-01 1.92714842e-02
-7.23744496e-02 1.29838424e-01 -1.19708391e-01 -1.49839821e-02
-3.03200841e-02 5.33403867e-02]
[ -9.92171254e-02 1.31756342e-02 2.42259758e-02 9.29970965e-02
-7.01033291e-02 1.15816709e-01 2.31181557e-01 1.98532661e-02
-2.74591984e-01 -9.28248198e-02]
[ -2.24753820e-01 -4.45538127e-02 -9.52072473e-02 -3.48903383e-01
1.93451083e-01 1.20421494e-01 1.16171892e-01 1.02897210e-01
-2.10408922e-01 2.89752242e-02]
[ 7.91254387e-03 -4.21306745e-01 -1.28628339e-01 -1.64389450e-01
3.76947050e-01 2.61242396e-02 2.01095634e-01 1.52069591e-01
-1.67658686e-01 -2.24879260e-01]
[ 8.94916098e-02 -2.73168764e-01 -1.65847038e-01 -5.05294819e-02
-7.17978605e-02 -3.64925401e-02 1.49302752e-01 -1.58185311e-01
9.51484364e-02 -1.90215334e-01]
[ -1.12281172e-01 2.29950646e-02 2.66864678e-01 5.01799408e-03
1.45005177e-01 7.63514377e-02 6.58293180e-02 -2.96480076e-01
-1.04030196e-01 -5.03066745e-02]
[ -3.36355298e-01 1.14519992e-02 1.93560649e-02 -9.91117532e-03
1.34675146e-01 -1.80323357e-01 9.41601293e-03 2.35249289e-01
-7.11887548e-02 8.85409536e-02]
[ 1.53061334e-01 -1.09253815e-02 -2.29820765e-01 -6.55714660e-02
9.23619754e-02 -3.03872710e-01 8.03539321e-02 -1.65829659e-01
1.18493491e-02 -1.72904943e-01]
[ 2.19066003e-01 -2.13860574e-01 6.75068729e-02 -1.21129166e-02
8.21044871e-02 -4.09553592e-02 5.38300699e-02 -1.35846743e-01
1.20930509e-01 -1.66241566e-01]
[ -1.02351406e-01 -8.41565049e-02 1.22437432e-01 1.12155550e-01
2.13681234e-02 -1.16030560e-01 2.51875443e-01 -7.82237700e-02
1.83814634e-01 8.16668371e-04]
[ -3.79017693e-02 -2.16423731e-01 1.83622842e-01 -3.04903807e-01
-2.24149898e-01 1.32023861e-01 1.18635368e-01 -1.23147185e-01
-1.07611173e-02 1.84918414e-01]]
[[ 0.62301846]
[ 1.74407236]
[ 0.23037555]
[ 0.88016548]
[-2.76217759]
[-0.26590859]
[-1.75741169]
[ 0.07710949]
[ 0.69020806]
[ 0.87835817]]
Progress: 48.8% ... Training loss: 0.263 ... Validation loss: 0.452[[ 1.69321131e-01 2.74908583e-01 -1.02116892e-01 1.12209783e-01
-4.61627983e-01 -7.17716544e-02 -9.27263666e-02 1.20666328e-01
-4.70810063e-02 2.11728996e-01]
[ 9.43544599e-03 1.25809959e-01 -2.07658776e-02 4.21296726e-02
8.80554869e-02 -5.29200105e-03 3.36054387e-01 4.05359809e-02
1.39174884e-01 -3.24705752e-02]
[ 2.00971297e-01 7.67616002e-01 1.18718089e-02 -5.46313558e-02
8.06582884e-01 -2.16179240e-02 -9.39071165e-01 -4.13276316e-02
5.70750833e-02 2.89958989e-01]
[ 6.47234929e-02 -4.21877372e-01 -1.87872661e-01 2.23545493e-01
-6.40632326e-03 1.21329224e-01 2.38811795e-01 6.62555865e-02
1.49807451e-01 3.24008881e-01]
[ -3.21049000e-02 6.44609788e-02 -1.49792657e-01 3.72174582e-02
-7.53164982e-02 -1.78697701e-01 1.11870069e-01 -1.17232655e-01
-1.97917135e-01 -5.93053569e-02]
[ -4.04016659e-01 -6.78446747e-01 -3.05338330e-01 1.37995473e-01
-1.84514378e-01 4.51894655e-02 3.87454840e-01 -4.08746827e-02
-4.15936547e-02 -4.67391898e-02]
[ -1.32215926e-03 -2.56135344e-01 1.09484132e-02 9.63578798e-02
-4.58542125e-02 -7.28004740e-02 1.79815017e-01 -1.91239206e-01
2.03626895e-01 4.73774631e-02]
[ 1.05871037e-01 -2.98493384e-01 2.99868871e-02 -8.00699170e-02
-1.07675662e-02 -4.66462397e-02 9.24886011e-02 1.16834169e-01
7.63161270e-02 -2.56957384e-02]
[ -1.74290113e-01 -1.88159000e-01 -3.01257185e-01 -1.59154410e-02
-9.35466678e-02 6.65536206e-02 -9.18073209e-02 -2.93168542e-02
2.72089386e-01 -1.28610914e-01]
[ 2.01355388e-02 -4.62367342e-01 7.07743402e-02 -3.53686961e-02
-2.56440984e-01 -1.03394656e-01 2.38632120e-01 -1.12468568e-01
-1.45254726e-02 5.13717063e-02]
[ -7.88911410e-02 -1.33533715e-01 5.20966135e-03 -1.26810863e-01
-1.13667979e-01 9.94203274e-03 2.36888957e-01 -1.02222035e-01
2.10510539e-03 -1.08222414e-01]
[ -1.18977429e-01 -2.26446310e-01 -6.79411708e-02 2.05631972e-02
2.97321951e-01 9.75131457e-02 1.75240517e-01 -1.56325780e-02
-1.60747606e-01 -2.01176401e-01]
[ -1.59181540e-01 1.72831187e-03 6.09208640e-02 1.87507761e-02
-1.68124441e-01 -2.18657156e-01 -1.73889179e-01 -1.97325468e-01
8.40273454e-02 1.70495084e-01]
[ -2.87549130e-01 -3.54041392e-01 9.31841156e-02 2.09256295e-01
-1.53238335e-01 -6.24332423e-02 1.11742134e-01 -2.61673354e-01
-2.80110241e-01 -9.70193965e-02]
[ 9.38344439e-02 -2.11759467e-01 -2.55418874e-02 1.07269940e-01
-5.27753255e-02 -8.59090651e-02 2.65630048e-01 1.74749556e-03
1.84305633e-02 -7.34579523e-03]
[ 3.79090498e-02 -1.18000735e-01 -2.10378720e-01 1.50714009e-01
-8.57484425e-02 8.10356163e-02 -2.88847385e-02 -1.99391274e-02
-8.66217982e-02 -2.31950492e-03]
[ -1.14794023e-01 -8.21696541e-02 -1.99466500e-01 1.67045479e-01
-1.50922135e-02 1.31097603e-01 3.13858088e-03 -2.50087985e-01
7.95143333e-02 -1.85708540e-01]
[ -6.05204740e-02 -5.31700585e-02 2.78659758e-01 1.11777614e-01
8.39144267e-02 -6.45739525e-02 -1.18876254e-01 1.21329838e-01
8.52384869e-02 5.13771337e-02]
[ 6.21360120e-02 -1.15564996e-02 8.87179813e-02 9.06057930e-02
1.41712619e-02 -1.73008537e-02 1.94857328e-01 1.20236865e-01
-2.38609267e-02 -5.46976065e-02]
[ 1.05658891e-02 -1.41525083e-01 -2.92631928e-01 -5.31387003e-02
8.90842623e-02 -9.27739483e-02 1.19496536e-01 1.62557903e-01
1.07270493e-01 -3.25294270e-02]
[ 5.51082225e-02 -3.59833523e-02 -1.13320199e-01 5.66198179e-02
-1.53424823e-01 3.17623168e-01 2.67037495e-01 2.05122347e-01
-1.50195453e-01 -4.90819519e-02]
[ 2.78196237e-03 -1.87756699e-02 1.22817071e-01 1.08416199e-01
1.80492122e-02 1.05526819e-01 -8.98479491e-02 -4.18164519e-02
2.18665763e-01 8.64608414e-02]
[ 1.16571317e-01 8.06304035e-02 -4.21306858e-02 -8.94091934e-02
-1.33929563e-01 -3.32949870e-01 1.18247429e-01 9.02448178e-03
1.50366507e-01 9.81472888e-02]
[ -1.02063450e-01 -6.17322622e-02 -1.53275195e-02 2.50657013e-02
-5.25745448e-02 -2.05642717e-01 -5.24427002e-02 -2.00436596e-02
2.07527531e-02 1.28978656e-01]
[ -1.67791032e-01 -1.39340273e-01 -2.06136135e-01 -3.12796599e-02
-2.95939008e-01 3.80866435e-03 7.39400600e-02 -2.63094912e-02
-1.80881633e-02 2.96990317e-02]
[ -3.02306571e-02 -1.41846126e-01 -7.48786687e-02 -1.25210905e-01
5.25299395e-01 2.75214705e-01 6.07781018e-01 1.13144895e-01
-1.80724843e-01 -3.78786122e-01]
[ -1.54218760e-02 -4.50946044e-01 -3.04316028e-02 -7.01810899e-02
6.47568495e-01 9.94249591e-02 5.73568319e-01 9.15961865e-02
3.21002880e-02 -3.85732264e-01]
[ 1.18319603e-02 -5.11003471e-01 -4.35509893e-02 -1.05136515e-01
6.69960240e-01 2.23498769e-02 5.43491299e-01 4.86796706e-02
-3.63246073e-01 -2.18797078e-01]
[ -1.74129518e-01 -6.45841640e-01 -1.04255170e-02 -2.04211342e-01
7.76039229e-01 -9.11022069e-02 6.64957474e-01 -8.32445520e-02
-6.85716989e-02 8.61792015e-02]
[ -3.03011539e-01 -4.75005065e-01 5.37319451e-02 -5.23357783e-02
9.24318969e-01 1.43144376e-01 4.84188551e-01 4.70305990e-02
-9.25066666e-02 -1.39942547e-01]
[ -2.12835499e-01 -3.55478140e-01 2.49697862e-01 -2.48084844e-01
6.81410262e-01 -4.32947335e-02 7.35571219e-01 1.23919192e-02
-2.61725300e-01 -3.15519309e-02]
[ -1.40369682e-01 -2.58945892e-01 -1.84478944e-01 -1.12762743e-01
5.18784711e-01 -2.26766889e-01 2.11358524e-01 1.67722137e-01
-1.80813925e-02 -1.28741772e-01]
[ 1.00823882e-01 2.52425493e-01 1.59441738e-01 -1.06923270e-01
-7.62844121e-02 5.48319817e-02 -1.50423052e-01 2.81233947e-01
6.30357081e-02 1.68945218e-01]
[ 3.52322293e-01 3.47699143e-01 -8.12213585e-02 3.09457253e-01
-8.88307666e-01 -2.86449698e-01 -4.86862377e-01 1.77059255e-01
3.90632231e-01 -2.24382524e-02]
[ 5.01190675e-02 1.28354203e-01 2.54588039e-01 2.50616024e-01
-6.10607889e-02 -1.97609154e-01 -1.80995964e-01 -1.32848458e-01
-1.36228223e-01 -2.86519234e-01]
[ 1.76507453e-02 -9.19247163e-02 -1.21848036e-01 -6.34623230e-02
2.31579163e-01 4.19910387e-02 4.68285056e-03 -1.85771637e-01
2.54611925e-02 1.98269497e-01]
[ 8.51722973e-04 -5.26543371e-02 -6.78693572e-02 -5.42745496e-02
-2.17111870e-02 -1.78206321e-01 8.13756237e-02 9.62818228e-03
3.43427243e-02 9.15518903e-04]
[ 3.07172687e-02 9.69396878e-02 2.44100617e-01 7.47747742e-02
-2.34059615e-01 -1.37135685e-01 8.63260704e-02 3.93267159e-02
-1.85560164e-01 1.07061855e-01]
[ 7.62466057e-02 5.76827359e-02 1.08288585e-01 1.04255337e-02
-2.46960516e-01 6.62452139e-02 3.62697173e-02 -2.70930631e-01
-1.53018618e-02 -8.50464327e-02]
[ -9.65386495e-03 1.12497029e-01 8.43455741e-02 -3.26739980e-02
-5.79475425e-02 1.79680321e-01 7.89275028e-02 1.17898905e-01
-2.25053844e-02 1.70184639e-01]
[ 2.26688388e-01 9.68312128e-02 2.99802073e-02 8.43681211e-02
-5.13290883e-04 -2.58381761e-02 -2.04953387e-01 1.48632828e-01
-5.15492754e-02 -1.61562949e-02]
[ 4.89482182e-02 3.61164857e-02 1.91424676e-02 4.88820710e-02
-4.55070535e-01 -1.25574500e-01 -2.35995519e-01 4.15312227e-02
1.24127591e-01 1.98743548e-01]
[ 5.64995622e-02 4.92683407e-01 1.27083809e-01 4.34983541e-01
-1.26967478e+00 -3.02977889e-01 -5.64881581e-01 -7.11931489e-02
2.99180281e-01 3.40498733e-01]
[ 1.80230446e-01 4.98237937e-01 6.82260486e-02 4.34834026e-01
-1.04432696e+00 -8.36007588e-02 -4.36705875e-01 1.51309513e-01
2.17402038e-01 4.81847772e-01]
[ 2.48781724e-01 3.26960882e-01 2.46346291e-01 1.49459984e-01
-5.02047974e-01 8.05863045e-02 -2.26304959e-01 1.62225531e-01
2.41017593e-01 7.96451296e-02]
[ -7.14909144e-02 2.44315198e-01 2.41868686e-01 1.94768116e-02
-7.28436835e-02 1.29782313e-01 -1.20138614e-01 -1.49673942e-02
-3.01701947e-02 5.35201304e-02]
[ -9.95288423e-02 1.27301557e-02 2.41104157e-02 9.25522039e-02
-6.90244789e-02 1.15957960e-01 2.31761992e-01 1.98206693e-02
-2.74922998e-01 -9.32354304e-02]
[ -2.24839015e-01 -4.48445264e-02 -9.52354984e-02 -3.48995380e-01
1.93746380e-01 1.20456066e-01 1.16390303e-01 1.02888052e-01
-2.10508483e-01 2.88526665e-02]
[ 7.77026355e-03 -4.21786825e-01 -1.28675193e-01 -1.64593088e-01
3.77585663e-01 2.61800070e-02 2.01535409e-01 1.52054659e-01
-1.67816659e-01 -2.25073935e-01]
[ 8.99819411e-02 -2.71425562e-01 -1.65655775e-01 -4.98440608e-02
-7.38318468e-02 -3.66772124e-02 1.47849258e-01 -1.58129071e-01
9.56737505e-02 -1.89577953e-01]
[ -1.11939549e-01 2.36987740e-02 2.66993578e-01 5.49984469e-03
1.43789531e-01 7.61952419e-02 6.49743356e-02 -2.96426001e-01
-1.03641273e-01 -4.98614454e-02]
[ -3.37348221e-01 8.74136461e-03 1.89849941e-02 -1.13252276e-02
1.38407172e-01 -1.79909076e-01 1.23042224e-02 2.35126742e-01
-7.23003039e-02 8.71361385e-02]
[ 1.53627739e-01 -9.55123770e-03 -2.29612042e-01 -6.47526946e-02
9.00997656e-02 -3.04126699e-01 7.89396815e-02 -1.65752573e-01
1.24487578e-02 -1.72102017e-01]
[ 2.19134007e-01 -2.13415266e-01 6.75596242e-02 -1.18798537e-02
8.09204573e-02 -4.10060549e-02 5.30756320e-02 -1.35828143e-01
1.20974202e-01 -1.66109637e-01]
[ -1.02131658e-01 -8.35274494e-02 1.22501251e-01 1.12362415e-01
2.07999619e-02 -1.16094930e-01 2.51265557e-01 -7.82019318e-02
1.83994561e-01 1.07940484e-03]
[ -3.84975457e-02 -2.18306509e-01 1.83369423e-01 -3.05864376e-01
-2.22333205e-01 1.32307907e-01 1.20375863e-01 -1.23237433e-01
-1.14956443e-02 1.84130496e-01]]
[[ 0.62361165]
[ 1.74163426]
[ 0.23050897]
[ 0.88153558]
[-2.76315179]
[-0.26685825]
[-1.75603919]
[ 0.07668954]
[ 0.69213925]
[ 0.87860057]]
Progress: 48.8% ... Training loss: 0.263 ... Validation loss: 0.454[[ 1.70742918e-01 2.78236728e-01 -1.01609451e-01 1.14090170e-01
-4.65167277e-01 -7.23156016e-02 -9.62944052e-02 1.20833536e-01
-4.55741739e-02 2.13720466e-01]
[ 9.54005530e-03 1.26154073e-01 -2.07290599e-02 4.22717285e-02
8.76526631e-02 -5.33526715e-03 3.35702056e-01 4.05483921e-02
1.39285662e-01 -3.23207715e-02]
[ 2.02494494e-01 7.70155786e-01 1.24932205e-02 -5.22174332e-02
8.01537125e-01 -2.23392494e-02 -9.42965104e-01 -4.11373861e-02
5.87420726e-02 2.91874178e-01]
[ 6.34024615e-02 -4.24442321e-01 -1.88200102e-01 2.22029269e-01
-2.33637492e-03 1.21797920e-01 2.43114726e-01 6.61501278e-02
1.48792940e-01 3.22143946e-01]
[ -2.92770435e-02 7.03005118e-02 -1.48805769e-01 4.11537542e-02
-8.22158749e-02 -1.79868682e-01 1.05452032e-01 -1.16883288e-01
-1.95135657e-01 -5.53601896e-02]
[ -4.04695934e-01 -6.79397697e-01 -3.05619009e-01 1.36904177e-01
-1.83008783e-01 4.55230926e-02 3.88514921e-01 -4.09605961e-02
-4.23686958e-02 -4.75615507e-02]
[ -1.59311317e-04 -2.52854675e-01 1.13845936e-02 9.79437380e-02
-5.06281292e-02 -7.32612102e-02 1.76279046e-01 -1.91114906e-01
2.04875456e-01 4.90368766e-02]
[ 1.05917475e-01 -2.98179801e-01 2.99973494e-02 -7.99426093e-02
-1.18123613e-02 -4.66886192e-02 9.19492687e-02 1.16845358e-01
7.63729474e-02 -2.56484814e-02]
[ -1.76007464e-01 -1.92689732e-01 -3.01887233e-01 -1.83465170e-02
-8.80750675e-02 6.72838636e-02 -8.68493805e-02 -2.95308620e-02
2.70421365e-01 -1.31003341e-01]
[ 1.88241321e-02 -4.65115906e-01 7.02176873e-02 -3.74892427e-02
-2.52938940e-01 -1.02754957e-01 2.41153743e-01 -1.12649827e-01
-1.59314962e-02 4.98412273e-02]
[ -7.85502827e-02 -1.32341085e-01 5.39335426e-03 -1.26190278e-01
-1.16864554e-01 9.76517497e-03 2.35971522e-01 -1.02175359e-01
2.65366623e-03 -1.07960966e-01]
[ -1.19194221e-01 -2.26777808e-01 -6.80322958e-02 2.02539531e-02
2.98174966e-01 9.76110593e-02 1.75579048e-01 -1.56624274e-02
-1.61027823e-01 -2.01415488e-01]
[ -1.59181540e-01 1.72831187e-03 6.09208640e-02 1.87507761e-02
-1.68124441e-01 -2.18657156e-01 -1.73889179e-01 -1.97325468e-01
8.40273454e-02 1.70495084e-01]
[ -2.87685873e-01 -3.54180149e-01 9.31206553e-02 2.09038689e-01
-1.53112574e-01 -6.23678701e-02 1.11824847e-01 -2.61691617e-01
-2.80276572e-01 -9.72052489e-02]
[ 9.36163512e-02 -2.12212470e-01 -2.56537310e-02 1.06841721e-01
-5.18304658e-02 -8.57916310e-02 2.66193658e-01 1.72235576e-03
1.81744147e-02 -7.59171724e-03]
[ 3.78781043e-02 -1.17096902e-01 -2.10360331e-01 1.50699937e-01
-8.70287686e-02 8.10617456e-02 -2.97179936e-02 -1.99464397e-02
-8.66670946e-02 -2.25368358e-03]
[ -1.13519838e-01 -7.89474607e-02 -1.99010329e-01 1.68795486e-01
-1.97743018e-02 1.30582365e-01 -1.35040866e-04 -2.49947343e-01
8.09051367e-02 -1.83947834e-01]
[ -6.09011834e-02 -5.42958963e-02 2.78515398e-01 1.11238614e-01
8.56772520e-02 -6.44078033e-02 -1.17791171e-01 1.21281670e-01
8.48217372e-02 5.08743889e-02]
[ 6.20910051e-02 -1.16870143e-02 8.87078987e-02 9.05144636e-02
1.42069114e-02 -1.72777874e-02 1.94801175e-01 1.20230326e-01
-2.39217671e-02 -5.47896915e-02]
[ 9.67127361e-03 -1.43538612e-01 -2.92988630e-01 -5.44078231e-02
9.23029081e-02 -9.23809409e-02 1.21089914e-01 1.62446721e-01
1.06238562e-01 -3.37019948e-02]
[ 5.56549930e-02 -3.49430090e-02 -1.13125499e-01 5.73748788e-02
-1.55889659e-01 3.17396962e-01 2.65934885e-01 2.05182668e-01
-1.49616313e-01 -4.84422280e-02]
[ 3.17864855e-03 -1.75733135e-02 1.22991198e-01 1.09063672e-01
1.62332742e-02 1.05320947e-01 -9.08874349e-02 -4.17536066e-02
2.19167557e-01 8.70401948e-02]
[ 1.15758060e-01 7.89425279e-02 -4.24322962e-02 -9.05909498e-02
-1.31375011e-01 -3.32591400e-01 1.20501602e-01 8.92058733e-03
1.49633161e-01 9.70099551e-02]
[ -1.03036575e-01 -6.44620626e-02 -1.56745618e-02 2.37078216e-02
-4.95467437e-02 -2.05245643e-01 -4.97323295e-02 -2.01626566e-02
1.97619198e-02 1.27650089e-01]
[ -1.67703518e-01 -1.39317112e-01 -2.06108506e-01 -3.11424199e-02
-2.96207432e-01 3.77003113e-03 7.38985762e-02 -2.62982367e-02
-1.79961029e-02 2.98103814e-02]
[ -3.02476049e-02 -1.42002993e-01 -7.48843605e-02 -1.25229870e-01
5.25386718e-01 2.75225541e-01 6.07850115e-01 1.13143547e-01
-1.80751665e-01 -3.78814133e-01]
[ -1.56580691e-02 -4.51597106e-01 -3.05240519e-02 -7.05335858e-02
6.48530830e-01 9.95294777e-02 5.74202035e-01 9.15660170e-02
3.18271405e-02 -3.86075361e-01]
[ 1.16733503e-02 -5.11324250e-01 -4.36041634e-02 -1.05374069e-01
6.70647012e-01 2.24227009e-02 5.43849521e-01 4.86590465e-02
-3.63420548e-01 -2.19016735e-01]
[ -1.74308229e-01 -6.46312820e-01 -1.04873116e-02 -2.04454184e-01
7.76734252e-01 -9.10266361e-02 6.65522761e-01 -8.32660699e-02
-6.87531462e-02 8.60301764e-02]
[ -3.02919937e-01 -4.74935206e-01 5.37684176e-02 -5.21915344e-02
9.23882343e-01 1.43102407e-01 4.84095974e-01 4.70427640e-02
-9.23930445e-02 -1.39806883e-01]
[ -2.13040410e-01 -3.55969749e-01 2.49619496e-01 -2.48383270e-01
6.82242672e-01 -4.32041877e-02 7.36113732e-01 1.23665070e-02
-2.61953962e-01 -3.18113061e-02]
[ -1.40266406e-01 -2.58567394e-01 -1.84448348e-01 -1.12589692e-01
5.18502462e-01 -2.26810182e-01 2.10952564e-01 1.67735338e-01
-1.79506204e-02 -1.28598185e-01]
[ 1.00304674e-01 2.51380213e-01 1.59241080e-01 -1.07706969e-01
-7.43615775e-02 5.50636104e-02 -1.49250001e-01 2.81168797e-01
6.24164727e-02 1.68292092e-01]
[ 3.51603200e-01 3.46620754e-01 -8.14999990e-02 3.08398810e-01
-8.86810170e-01 -2.86087979e-01 -4.85040061e-01 1.76969180e-01
3.90004440e-01 -2.34129528e-02]
[ 5.03762723e-02 1.28665304e-01 2.54694485e-01 2.50889842e-01
-6.17199286e-02 -1.97712727e-01 -1.81540304e-01 -1.32817294e-01
-1.35941743e-01 -2.86145583e-01]
[ 1.79949864e-02 -9.09389937e-02 -1.21722121e-01 -6.29795741e-02
2.29779228e-01 4.18473939e-02 3.48240331e-03 -1.85730162e-01
2.58403730e-02 1.98776106e-01]
[ 3.35953404e-04 -5.41469958e-02 -6.80811934e-02 -5.50343888e-02
-1.92932048e-02 -1.77977736e-01 8.28800135e-02 9.56094923e-03
3.37972236e-02 2.53787834e-04]
[ 3.05198480e-02 9.66513037e-02 2.44024733e-01 7.44883009e-02
-2.33525436e-01 -1.37049136e-01 8.65767938e-02 3.93019158e-02
-1.85789616e-01 1.06783525e-01]
[ 7.55381396e-02 5.61728349e-02 1.08005924e-01 9.39786597e-03
-2.44060310e-01 6.65604173e-02 3.78218294e-02 -2.71020629e-01
-1.61408125e-02 -8.61169400e-02]
[ -1.00362747e-02 1.11923209e-01 8.41969831e-02 -3.32210055e-02
-5.65717236e-02 1.79843836e-01 7.95447630e-02 1.17850434e-01
-2.29492047e-02 1.69654265e-01]
[ 2.26911488e-01 9.75398554e-02 3.00412386e-02 8.46500371e-02
-1.69126688e-03 -2.59197857e-02 -2.06128328e-01 1.48653449e-01
-5.13572182e-02 -1.58783813e-02]
[ 4.91125136e-02 3.67313394e-02 1.92053965e-02 4.90952717e-02
-4.56202087e-01 -1.25654916e-01 -2.36529390e-01 4.15473738e-02
1.24298755e-01 1.98986474e-01]
[ 5.65795723e-02 4.92731892e-01 1.27100751e-01 4.35067562e-01
-1.27015236e+00 -3.03007365e-01 -5.64964925e-01 -7.11867789e-02
2.99239501e-01 3.40640227e-01]
[ 1.81132252e-01 5.00074751e-01 6.85783588e-02 4.36091164e-01
-1.04746773e+00 -8.39839825e-02 -4.38766610e-01 1.51412477e-01
2.18433743e-01 4.82876330e-01]
[ 2.49283008e-01 3.28485727e-01 2.46590944e-01 1.50377875e-01
-5.05322577e-01 8.03012376e-02 -2.27460919e-01 1.62306309e-01
2.41710273e-01 8.04999908e-02]
[ -7.12995407e-02 2.44631059e-01 2.41940862e-01 1.97685533e-02
-7.37736022e-02 1.29697200e-01 -1.20535500e-01 -1.49452055e-02
-2.99439831e-02 5.37867536e-02]
[ -9.97615989e-02 1.22910631e-02 2.40150526e-02 9.21815913e-02
-6.83690372e-02 1.16070584e-01 2.32159767e-01 1.97895812e-02
-2.75194520e-01 -9.35737738e-02]
[ -2.24860473e-01 -4.49491308e-02 -9.52421671e-02 -3.49010605e-01
1.93806763e-01 1.20460955e-01 1.16462084e-01 1.02886260e-01
-2.10522883e-01 2.88301000e-02]
[ 7.81668523e-03 -4.21845313e-01 -1.28656970e-01 -1.64522813e-01
3.77426291e-01 2.61591379e-02 2.01568942e-01 1.52060828e-01
-1.67762205e-01 -2.25025095e-01]
[ 8.88974869e-02 -2.73601186e-01 -1.66057550e-01 -5.13443800e-02
-7.15958722e-02 -3.62319040e-02 1.50201739e-01 -1.58258856e-01
9.45290396e-02 -1.91092829e-01]
[ -1.10668092e-01 2.67375939e-02 2.67460873e-01 7.21146911e-03
1.40348672e-01 7.56665323e-02 6.17087961e-02 -2.96273490e-01
-1.02283196e-01 -4.81873532e-02]
[ -3.37774571e-01 7.51572995e-03 1.88293926e-02 -1.19186282e-02
1.39889412e-01 -1.79752586e-01 1.33437475e-02 2.35068512e-01
-7.27691453e-02 8.64777497e-02]
[ 1.53895626e-01 -8.86198889e-03 -2.29503926e-01 -6.43059874e-02
8.97440283e-02 -3.04228460e-01 7.83036389e-02 -1.65708646e-01
1.27849871e-02 -1.71702651e-01]
[ 2.19018496e-01 -2.13809884e-01 6.75143343e-02 -1.21040496e-02
8.11317900e-02 -4.09458811e-02 5.31242253e-02 -1.35844315e-01
1.20841590e-01 -1.66188002e-01]
[ -1.02249028e-01 -8.40077991e-02 1.22443366e-01 1.12152458e-01
2.14584798e-02 -1.16024135e-01 2.51677387e-01 -7.82232909e-02
1.83850403e-01 9.64388653e-04]
[ -3.94805459e-02 -2.19645782e-01 1.82990478e-01 -3.07304041e-01
-2.21966190e-01 1.32766364e-01 1.22367732e-01 -1.23372757e-01
-1.24373070e-02 1.82915566e-01]]
[[ 0.62112281]
[ 1.74428231]
[ 0.22747585]
[ 0.87936298]
[-2.76695564]
[-0.27051354]
[-1.76441425]
[ 0.07138607]
[ 0.68684589]
[ 0.87542924]]
Progress: 48.9% ... Training loss: 0.263 ... Validation loss: 0.451[[ 1.71961946e-01 2.80227701e-01 -1.01106065e-01 1.15866836e-01
-4.70089514e-01 -7.28674296e-02 -9.86854428e-02 1.20978913e-01
-4.39031309e-02 2.15752364e-01]
[ 9.69825477e-03 1.26349659e-01 -2.06680191e-02 4.24987415e-02
8.70479133e-02 -5.40705812e-03 3.35550925e-01 4.05668026e-02
1.39452345e-01 -3.20833101e-02]
[ 2.05706227e-01 7.78841158e-01 1.37341486e-02 -4.74488373e-02
7.87512441e-01 -2.37444261e-02 -9.51103169e-01 -4.07605084e-02
6.25113873e-02 2.96186526e-01]
[ 6.48994506e-02 -4.22336392e-01 -1.87737222e-01 2.23927864e-01
-6.69108852e-03 1.21163280e-01 2.40226895e-01 6.62940908e-02
1.50295503e-01 3.23955493e-01]
[ -2.92315484e-02 7.10906148e-02 -1.48787075e-01 4.12698706e-02
-8.33807962e-02 -1.79827892e-01 1.04199199e-01 -1.16889139e-01
-1.94917159e-01 -5.50317728e-02]
[ -4.04297535e-01 -6.79472661e-01 -3.05448446e-01 1.37477504e-01
-1.84750640e-01 4.53019209e-02 3.87953196e-01 -4.09094095e-02
-4.18362984e-02 -4.69176486e-02]
[ 7.13187315e-04 -2.51437828e-01 1.17115106e-02 9.90526101e-02
-5.38728211e-02 -7.36061220e-02 1.74872610e-01 -1.91017634e-01
2.05836932e-01 5.03275952e-02]
[ 1.08639614e-01 -2.91288817e-01 3.10380086e-02 -7.58938613e-02
-2.37173405e-02 -4.79426882e-02 8.49713256e-02 1.17170164e-01
7.95110988e-02 -2.18953254e-02]
[ -1.75792837e-01 -1.92605087e-01 -3.01825446e-01 -1.81006746e-02
-8.92985714e-02 6.72208925e-02 -8.76778332e-02 -2.95168444e-02
2.70618147e-01 -1.30579105e-01]
[ 2.13312002e-02 -4.59884995e-01 7.11890127e-02 -3.39532332e-02
-2.64249861e-01 -1.03877927e-01 2.35741745e-01 -1.12357669e-01
-1.30218552e-02 5.35166731e-02]
[ -7.71898198e-02 -1.30245687e-01 5.89031609e-03 -1.24285378e-01
-1.22072799e-01 9.15674744e-03 2.32761933e-01 -1.02020669e-01
4.19066626e-03 -1.05943568e-01]
[ -1.18854088e-01 -2.25786603e-01 -6.79006556e-02 2.07898327e-02
2.96579100e-01 9.74593333e-02 1.74426078e-01 -1.56219932e-02
-1.60645658e-01 -2.00996319e-01]
[ -1.59181540e-01 1.72831187e-03 6.09208640e-02 1.87507761e-02
-1.68124441e-01 -2.18657156e-01 -1.73889179e-01 -1.97325468e-01
8.40273454e-02 1.70495084e-01]
[ -2.87193955e-01 -3.53511095e-01 9.33056366e-02 2.09650128e-01
-1.54094095e-01 -6.26080970e-02 1.10776343e-01 -2.61630881e-01
-2.79674073e-01 -9.64652771e-02]
[ 9.35046749e-02 -2.12679450e-01 -2.56853555e-02 1.06731543e-01
-5.21894932e-02 -8.57473999e-02 2.66467571e-01 1.70836965e-03
1.80807748e-02 -7.74055200e-03]
[ 3.81808236e-02 -1.16466488e-01 -2.10230856e-01 1.51179827e-01
-8.79524865e-02 8.09146665e-02 -3.04198708e-02 -1.99080084e-02
-8.62994448e-02 -1.75892508e-03]
[ -1.13574081e-01 -7.95251628e-02 -1.99025939e-01 1.68661134e-01
-1.93827248e-02 1.30592389e-01 3.74392600e-04 -2.49950746e-01
8.08100805e-02 -1.83890498e-01]
[ -6.08912720e-02 -5.47312027e-02 2.78502095e-01 1.11164145e-01
8.49706806e-02 -6.43854425e-02 -1.17158110e-01 1.21276684e-01
8.48232881e-02 5.07624352e-02]
[ 6.35542950e-02 -8.15588242e-03 8.92723056e-02 9.26698275e-02
8.47431159e-03 -1.79070812e-02 1.91114857e-01 1.20400429e-01
-2.22370905e-02 -5.27097630e-02]
[ 1.08035113e-02 -1.40279755e-01 -2.92550584e-01 -5.27071436e-02
8.70007889e-02 -9.29143804e-02 1.17766285e-01 1.62584174e-01
1.07541733e-01 -3.21475935e-02]
[ 5.63326966e-02 -3.35898214e-02 -1.12860848e-01 5.83870136e-02
-1.59028443e-01 3.17076025e-01 2.64528240e-01 2.05264440e-01
-1.48797825e-01 -4.75234497e-02]
[ 3.27948905e-03 -1.73361509e-02 1.23013739e-01 1.09171873e-01
1.60692325e-02 1.05288558e-01 -9.12219774e-02 -4.17431999e-02
2.19200460e-01 8.71481867e-02]
[ 1.15883843e-01 7.88416724e-02 -4.24028103e-02 -9.04491136e-02
-1.32397517e-01 -3.32617951e-01 1.20115079e-01 8.92334813e-03
1.49767029e-01 9.73392817e-02]
[ -1.02965134e-01 -6.43411237e-02 -1.56492960e-02 2.37975446e-02
-4.97181437e-02 -2.05274772e-01 -4.99515547e-02 -2.01547657e-02
1.98250042e-02 1.27743877e-01]
[ -1.67705780e-01 -1.39219501e-01 -2.06106895e-01 -3.11459001e-02
-2.96211751e-01 3.76933668e-03 7.38148750e-02 -2.62981333e-02
-1.79864911e-02 2.98069019e-02]
[ -3.01404799e-02 -1.41793582e-01 -7.48435085e-02 -1.25075684e-01
5.25019794e-01 2.75180514e-01 6.07624276e-01 1.13155645e-01
-1.80636249e-01 -3.78674431e-01]
[ -1.57458191e-02 -4.52217530e-01 -3.05530557e-02 -7.06487677e-02
6.48742123e-01 9.95612425e-02 5.74751835e-01 9.15566821e-02
3.17278722e-02 -3.86158538e-01]
[ 1.15952973e-02 -5.11574396e-01 -4.36312174e-02 -1.05478624e-01
6.71012540e-01 2.24544286e-02 5.44169447e-01 4.86502889e-02
-3.63502246e-01 -2.19127458e-01]
[ -1.74165987e-01 -6.46222807e-01 -1.04506946e-02 -2.04254312e-01
7.76089861e-01 -9.10815787e-02 6.65345564e-01 -8.32531335e-02
-6.86028875e-02 8.62433454e-02]
[ -3.02864966e-01 -4.74885082e-01 5.37917408e-02 -5.21100630e-02
9.23613102e-01 1.43075374e-01 4.84076359e-01 4.70494786e-02
-9.23373517e-02 -1.39716246e-01]
[ -2.13095910e-01 -3.56125135e-01 2.49593732e-01 -2.48482425e-01
6.82627551e-01 -4.31751656e-02 7.36163245e-01 1.23592793e-02
-2.62029429e-01 -3.18797753e-02]
[ -1.40204783e-01 -2.58492660e-01 -1.84424800e-01 -1.12490910e-01
5.18264510e-01 -2.26838548e-01 2.10869212e-01 1.67743340e-01
-1.78736956e-02 -1.28514071e-01]
[ 1.00616263e-01 2.52080969e-01 1.59373854e-01 -1.07224903e-01
-7.59914613e-02 5.49066839e-02 -1.49990672e-01 2.81204823e-01
6.27799237e-02 1.68821709e-01]
[ 3.51555928e-01 3.45827880e-01 -8.15283849e-02 3.08223671e-01
-8.85964607e-01 -2.86067017e-01 -4.84478603e-01 1.76962778e-01
3.90062286e-01 -2.33217165e-02]
[ 5.00396511e-02 1.27467332e-01 2.54573906e-01 2.50384687e-01
-6.04398385e-02 -1.97576007e-01 -1.80507363e-01 -1.32851385e-01
-1.36313608e-01 -2.86547556e-01]
[ 1.81617533e-02 -9.07664711e-02 -1.21673319e-01 -6.27977675e-02
2.29328953e-01 4.17832580e-02 3.10384398e-03 -1.85713403e-01
2.59698597e-02 1.98975792e-01]
[ 6.16378991e-04 -5.36327468e-02 -6.79816624e-02 -5.46417501e-02
-2.05085998e-02 -1.78099044e-01 8.21896356e-02 9.59291878e-03
3.40760980e-02 5.93580699e-04]
[ 3.08544974e-02 9.73922645e-02 2.44153145e-01 7.49747725e-02
-2.34643666e-01 -1.37195469e-01 8.56847907e-02 3.93406135e-02
-1.85454863e-01 1.07263699e-01]
[ 7.65043191e-02 5.83165243e-02 1.08347142e-01 1.07356452e-02
-2.47296328e-01 6.61678080e-02 3.53903655e-02 -2.70920285e-01
-1.50753044e-02 -8.47748702e-02]
[ -9.57654319e-03 1.13412719e-01 8.43933413e-02 -3.24775204e-02
-5.89677949e-02 1.79607727e-01 7.81399189e-02 1.17910866e-01
-2.23805387e-02 1.70302675e-01]
[ 2.27040232e-01 9.77205436e-02 3.01005519e-02 8.48713049e-02
-2.29584134e-03 -2.59837258e-02 -2.06262065e-01 1.48672323e-01
-5.11762323e-02 -1.56473787e-02]
[ 4.95701884e-02 3.79323616e-02 1.93882976e-02 4.97867154e-02
-4.58264865e-01 -1.25839842e-01 -2.37822175e-01 4.16015489e-02
1.24834906e-01 1.99637764e-01]
[ 5.68623884e-02 4.93598646e-01 1.27198957e-01 4.35409101e-01
-1.27118678e+00 -3.03131964e-01 -5.65776526e-01 -7.11592700e-02
2.99492236e-01 3.41029008e-01]
[ 1.81858860e-01 5.02010201e-01 6.88737850e-02 4.37186743e-01
-1.05159148e+00 -8.43200869e-02 -4.40664914e-01 1.51502786e-01
2.19312163e-01 4.83679060e-01]
[ 2.49571060e-01 3.29103179e-01 2.46698455e-01 1.50807253e-01
-5.06663586e-01 8.01691919e-02 -2.28090743e-01 1.62337862e-01
2.42046462e-01 8.09080140e-02]
[ -7.13598191e-02 2.44547715e-01 2.41913164e-01 1.96611584e-02
-7.35852476e-02 1.29730834e-01 -1.20436695e-01 -1.49540124e-02
-3.00311774e-02 5.36851359e-02]
[ -9.99208364e-02 1.19672840e-02 2.39619621e-02 9.19545375e-02
-6.81445031e-02 1.16136387e-01 2.32439140e-01 1.97730582e-02
-2.75334872e-01 -9.37544174e-02]
[ -2.24386944e-01 -4.37408670e-02 -9.50673092e-02 -3.48338536e-01
1.92028900e-01 1.20251512e-01 1.15180426e-01 1.02941506e-01
-2.09984580e-01 2.95069490e-02]
[ 7.60633478e-03 -4.22299474e-01 -1.28735120e-01 -1.64822225e-01
3.78319799e-01 2.62502301e-02 2.01994402e-01 1.52037608e-01
-1.67997218e-01 -2.25283764e-01]
[ 9.04065149e-02 -2.70643911e-01 -1.65470073e-01 -4.89918281e-02
-7.88901191e-02 -3.69330335e-02 1.46851710e-01 -1.58068849e-01
9.62704044e-02 -1.88743691e-01]
[ -1.09993141e-01 2.81204893e-02 2.67725807e-01 8.15659331e-03
1.37910643e-01 7.53548974e-02 6.02155790e-02 -2.96196643e-01
-1.01505739e-01 -4.73215826e-02]
[ -3.36106793e-01 1.09063803e-02 1.94542275e-02 -9.62015169e-03
1.33729480e-01 -1.80516760e-01 9.86592596e-03 2.35262446e-01
-7.08531543e-02 8.86664353e-02]
[ 1.53510870e-01 -1.00273181e-02 -2.29634229e-01 -6.48474304e-02
9.09758101e-02 -3.04062241e-01 7.93975560e-02 -1.65754133e-01
1.23511123e-02 -1.72270794e-01]
[ 2.19437143e-01 -2.12589847e-01 6.76837849e-02 -1.14821682e-02
7.98142798e-02 -4.11375041e-02 5.16780597e-02 -1.35789566e-01
1.21339336e-01 -1.65493712e-01]
[ -1.01923150e-01 -8.28578425e-02 1.22551272e-01 1.12535584e-01
2.02138313e-02 -1.16149183e-01 2.50464659e-01 -7.81905659e-02
1.84112079e-01 1.39675935e-03]
[ -3.94844064e-02 -2.20263754e-01 1.82966106e-01 -3.07386969e-01
-2.22858638e-01 1.32810633e-01 1.22479221e-01 -1.23388249e-01
-1.23688625e-02 1.83065467e-01]]
[[ 0.63667083]
[ 1.75849248]
[ 0.24147693]
[ 0.89434096]
[-2.75323278]
[-0.25705965]
[-1.75138305]
[ 0.08623191]
[ 0.70269917]
[ 0.89302404]]
Progress: 48.9% ... Training loss: 0.267 ... Validation loss: 0.454[[ 1.69308830e-01 2.73467277e-01 -1.02183097e-01 1.11892913e-01
-4.60619351e-01 -7.17689751e-02 -9.18770510e-02 1.20602213e-01
-4.67685172e-02 2.11957703e-01]
[ 9.54487300e-03 1.25968773e-01 -2.07262181e-02 4.22773140e-02
8.76302878e-02 -5.34394134e-03 3.35886137e-01 4.05463819e-02
1.39291640e-01 -3.22742183e-02]
[ 2.07799471e-01 7.80229564e-01 1.44871958e-02 -4.45334515e-02
7.83833600e-01 -2.45943162e-02 -9.53071925e-01 -4.04784360e-02
6.47503764e-02 2.98983478e-01]
[ 6.41771407e-02 -4.23319483e-01 -1.87980057e-01 2.23006337e-01
-2.06228991e-03 1.21530179e-01 2.41895709e-01 6.61834889e-02
1.49225096e-01 3.22694992e-01]
[ -2.92292222e-02 7.08702408e-02 -1.48771363e-01 4.15675246e-02
-8.58026796e-02 -1.79903347e-01 1.03569265e-01 -1.16873811e-01
-1.94606054e-01 -5.46171075e-02]
[ -4.05470781e-01 -6.80882702e-01 -3.05916957e-01 1.35681864e-01
-1.82823818e-01 4.58009024e-02 3.89660240e-01 -4.10816324e-02
-4.32048111e-02 -4.85948213e-02]
[ -1.36030000e-04 -2.54054035e-01 1.13235634e-02 9.77849096e-02
-5.14071664e-02 -7.32181926e-02 1.76926865e-01 -1.91149686e-01
2.04887596e-01 4.91268911e-02]
[ 1.08628517e-01 -2.91993639e-01 3.10337471e-02 -7.59420337e-02
-2.36665519e-02 -4.79562553e-02 8.52562463e-02 1.17172096e-01
7.94758049e-02 -2.18721152e-02]
[ -1.76566373e-01 -1.94081968e-01 -3.02079510e-01 -1.91881594e-02
-8.58443487e-02 6.75199067e-02 -8.58845750e-02 -2.96178964e-02
2.69851048e-01 -1.31686900e-01]
[ 1.87632067e-02 -4.65079321e-01 7.01352451e-02 -3.78796803e-02
-2.56698080e-01 -1.02798183e-01 2.40880067e-01 -1.12725395e-01
-1.58141736e-02 4.97914488e-02]
[ -7.72011933e-02 -1.30567046e-01 5.90341314e-03 -1.24302465e-01
-1.22565880e-01 9.14958337e-03 2.32774847e-01 -1.02024367e-01
4.12048123e-03 -1.05868074e-01]
[ -1.19081817e-01 -2.26478870e-01 -6.79747692e-02 2.05343689e-02
2.97417888e-01 9.75591104e-02 1.75114319e-01 -1.56539643e-02
-1.60903396e-01 -2.01309051e-01]
[ -1.59181540e-01 1.72831187e-03 6.09208640e-02 1.87507761e-02
-1.68124441e-01 -2.18657156e-01 -1.73889179e-01 -1.97325468e-01
8.40273454e-02 1.70495084e-01]
[ -2.87980558e-01 -3.54584129e-01 9.29846544e-02 2.08507076e-01
-1.53006105e-01 -6.22764923e-02 1.12019124e-01 -2.61744071e-01
-2.80577945e-01 -9.75585801e-02]
[ 9.33505625e-02 -2.13019036e-01 -2.57389321e-02 1.06517420e-01
-5.19191711e-02 -8.56916120e-02 2.66850584e-01 1.68829734e-03
1.79169310e-02 -7.93506218e-03]
[ 3.74468291e-02 -1.18116675e-01 -2.10512986e-01 1.50049788e-01
-8.57365233e-02 8.12086809e-02 -2.89679778e-02 -2.00055489e-02
-8.70780039e-02 -2.71583222e-03]
[ -1.13650623e-01 -7.95343845e-02 -1.99050788e-01 1.68604227e-01
-1.90387228e-02 1.30630262e-01 3.10454224e-04 -2.49965438e-01
8.07279659e-02 -1.83996889e-01]
[ -6.05556013e-02 -5.41644107e-02 2.78598567e-01 1.11605522e-01
8.35059520e-02 -6.45124770e-02 -1.17957578e-01 1.21315670e-01
8.51235423e-02 5.12084545e-02]
[ 6.33113016e-02 -9.50490789e-03 8.91375958e-02 9.22303290e-02
9.27075535e-03 -1.77839714e-02 1.92263421e-01 1.20359119e-01
-2.24591379e-02 -5.31282941e-02]
[ 1.11644929e-02 -1.39476054e-01 -2.92445642e-01 -5.22549968e-02
8.55462187e-02 -9.30483119e-02 1.16866660e-01 1.62629724e-01
1.07912439e-01 -3.17127579e-02]
[ 5.58032747e-02 -3.50126907e-02 -1.13040310e-01 5.76775994e-02
-1.56670807e-01 3.17276972e-01 2.65928873e-01 2.05194372e-01
-1.49370263e-01 -4.81735154e-02]
[ 2.80168772e-03 -1.85794006e-02 1.22858454e-01 1.08508223e-01
1.80446577e-02 1.05477032e-01 -8.99375752e-02 -4.18056917e-02
2.18645379e-01 8.64856418e-02]
[ 1.15327020e-01 7.75758276e-02 -4.26079034e-02 -9.12237904e-02
-1.30073441e-01 -3.32401321e-01 1.21553779e-01 8.84971741e-03
1.49165302e-01 9.65408669e-02]
[ -1.02794632e-01 -6.39973181e-02 -1.55838472e-02 2.40421665e-02
-5.05908095e-02 -2.05343206e-01 -5.03483875e-02 -2.01339584e-02
2.00183819e-02 1.27962490e-01]
[ -1.67821739e-01 -1.38788733e-01 -2.06132455e-01 -3.13516821e-02
-2.95894158e-01 3.82265378e-03 7.34642303e-02 -2.63138752e-02
-1.80913885e-02 2.96256398e-02]
[ -3.02990423e-02 -1.42364563e-01 -7.49098200e-02 -1.25317133e-01
5.25646538e-01 2.75245586e-01 6.08174992e-01 1.13132545e-01
-1.80828679e-01 -3.78906111e-01]
[ -1.57123934e-02 -4.52326236e-01 -3.05567224e-02 -7.06327631e-02
6.48490172e-01 9.95564968e-02 5.74816746e-01 9.15582107e-02
3.17404535e-02 -3.86142944e-01]
[ 1.09634977e-02 -5.13182981e-01 -4.38799906e-02 -1.06407290e-01
6.73753168e-01 2.27120565e-02 5.45821692e-01 4.85606082e-02
-3.64209190e-01 -2.20048811e-01]
[ -1.74845588e-01 -6.47726709e-01 -1.07046660e-02 -2.05241903e-01
7.78767652e-01 -9.08060548e-02 6.66846427e-01 -8.33454081e-02
-6.93557123e-02 8.53005605e-02]
[ -3.02729478e-01 -4.74664566e-01 5.38410384e-02 -5.19253580e-02
9.23080257e-01 1.43022280e-01 4.83825956e-01 4.70675935e-02
-9.21846765e-02 -1.39533056e-01]
[ -2.13256427e-01 -3.56467074e-01 2.49528721e-01 -2.48723247e-01
6.83303510e-01 -4.31056404e-02 7.36466394e-01 1.23360615e-02
-2.62219819e-01 -3.21191114e-02]
[ -1.40238979e-01 -2.58334928e-01 -1.84429710e-01 -1.12545088e-01
5.18225946e-01 -2.26819694e-01 2.10708749e-01 1.67738243e-01
-1.79149587e-02 -1.28568985e-01]
[ 1.00550599e-01 2.52394204e-01 1.59347439e-01 -1.07358461e-01
-7.61497321e-02 5.49406404e-02 -1.50173249e-01 2.81193118e-01
6.26781862e-02 1.68675928e-01]
[ 3.51003338e-01 3.44737087e-01 -8.17491832e-02 3.07477115e-01
-8.84823608e-01 -2.85842902e-01 -4.83209885e-01 1.76882527e-01
3.89507873e-01 -2.40393518e-02]
[ 5.00476154e-02 1.27129182e-01 2.54583682e-01 2.50371501e-01
-6.01244296e-02 -1.97586303e-01 -1.80446597e-01 -1.32848374e-01
-1.36302265e-01 -2.86509724e-01]
[ 1.87312849e-02 -8.92892510e-02 -1.21458554e-01 -6.19662361e-02
2.26798971e-01 4.15399931e-02 1.64262470e-03 -1.85636029e-01
2.65943377e-02 1.99748393e-01]
[ 7.69585344e-04 -5.30376676e-02 -6.79206896e-02 -5.44026592e-02
-2.11491331e-02 -1.78168624e-01 8.17308292e-02 9.61529675e-03
3.41951049e-02 7.94240034e-04]
[ 3.09544655e-02 9.76494238e-02 2.44172332e-01 7.51083388e-02
-2.35009405e-01 -1.37230905e-01 8.54526696e-02 3.93537135e-02
-1.85343798e-01 1.07397929e-01]
[ 7.65872242e-02 5.85096829e-02 1.08379940e-01 1.08479972e-02
-2.47587080e-01 6.61375282e-02 3.51585275e-02 -2.70912566e-01
-1.49829360e-02 -8.46926601e-02]
[ -8.98733859e-03 1.14551020e-01 8.46270452e-02 -3.16657617e-02
-6.09809296e-02 1.79361430e-01 7.70677896e-02 1.17998350e-01
-2.16716382e-02 1.71208355e-01]
[ 2.26549519e-01 9.65122897e-02 2.99080768e-02 8.41072869e-02
-4.98475181e-04 -2.57695077e-02 -2.05400672e-01 1.48598754e-01
-5.17419121e-02 -1.63793957e-02]
[ 4.93337774e-02 3.72485151e-02 1.93093967e-02 4.94311798e-02
-4.57356598e-01 -1.25733583e-01 -2.37087924e-01 4.15638593e-02
1.24560110e-01 1.99325472e-01]
[ 5.66827887e-02 4.93163378e-01 1.27128297e-01 4.35170298e-01
-1.27108614e+00 -3.03072955e-01 -5.65262533e-01 -7.11823363e-02
2.99281526e-01 3.40805376e-01]
[ 1.81957186e-01 5.02276431e-01 6.89087304e-02 4.37336776e-01
-1.05239592e+00 -8.43536757e-02 -4.40933281e-01 1.51517165e-01
2.19420094e-01 4.83788384e-01]
[ 2.49057189e-01 3.27948214e-01 2.46501820e-01 1.50137413e-01
-5.05196326e-01 8.03818089e-02 -2.27179697e-01 1.62267947e-01
2.41469748e-01 8.02147405e-02]
[ -7.14260435e-02 2.44363031e-01 2.41888372e-01 1.95693098e-02
-7.32950334e-02 1.29757488e-01 -1.20265218e-01 -1.49632198e-02
-3.01060040e-02 5.35970574e-02]
[ -1.00185635e-01 1.14039502e-02 2.38466900e-02 9.15317084e-02
-6.72238871e-02 1.16260286e-01 2.32972988e-01 1.97321291e-02
-2.75644091e-01 -9.41592772e-02]
[ -2.24446700e-01 -4.37865998e-02 -9.50946412e-02 -3.48437150e-01
1.92236633e-01 1.20280200e-01 1.15255930e-01 1.02931845e-01
-2.10060801e-01 2.94094371e-02]
[ 7.12352079e-03 -4.23286917e-01 -1.28909425e-01 -1.65512770e-01
3.79973865e-01 2.64331502e-02 2.02948923e-01 1.51978488e-01
-1.68429638e-01 -2.25882395e-01]
[ 8.95221626e-02 -2.71259341e-01 -1.65831107e-01 -5.03156646e-02
-7.80283644e-02 -3.65271030e-02 1.48404081e-01 -1.58211778e-01
9.52087781e-02 -1.90125900e-01]
[ -1.11417584e-01 2.44957495e-02 2.67193619e-01 6.16379434e-03
1.43470323e-01 7.59156798e-02 6.35556931e-02 -2.96383638e-01
-1.03018075e-01 -4.91997213e-02]
[ -3.37117201e-01 8.41861992e-03 1.90802772e-02 -1.10570122e-02
1.37968751e-01 -1.80117345e-01 1.22448548e-02 2.35124139e-01
-7.19409315e-02 8.72404258e-02]
[ 1.52718689e-01 -1.18925237e-02 -2.29945655e-01 -6.60207775e-02
9.41654196e-02 -3.03732750e-01 8.11142849e-02 -1.65863833e-01
1.14669751e-02 -1.73372198e-01]
[ 2.19485168e-01 -2.12578238e-01 6.77040402e-02 -1.14115250e-02
7.96718309e-02 -4.11632494e-02 5.17298542e-02 -1.35782117e-01
1.21383579e-01 -1.65400754e-01]
[ -1.01942569e-01 -8.29644602e-02 1.22545243e-01 1.12516271e-01
1.96945066e-02 -1.16146135e-01 2.50252435e-01 -7.81898444e-02
1.84078733e-01 1.37791711e-03]
[ -3.82087259e-02 -2.17783561e-01 1.83415694e-01 -3.05710454e-01
-2.28149691e-01 1.32310068e-01 1.19490984e-01 -1.23221885e-01
-1.09541240e-02 1.84816650e-01]]
[[ 0.6280337 ]
[ 1.75436639]
[ 0.23366144]
[ 0.88250606]
[-2.75862758]
[-0.26509246]
[-1.76628416]
[ 0.0770354 ]
[ 0.69359772]
[ 0.88465721]]
Progress: 49.0% ... Training loss: 0.262 ... Validation loss: 0.447[[ 1.67049123e-01 2.67118603e-01 -1.03037604e-01 1.08369244e-01
-4.51456660e-01 -7.07238853e-02 -8.62339000e-02 1.20310932e-01
-4.92943319e-02 2.08867088e-01]
[ 9.91091251e-03 1.27426855e-01 -2.05512896e-02 4.28167975e-02
8.66232605e-02 -5.49386237e-03 3.34207637e-01 4.05969702e-02
1.39746129e-01 -3.16319015e-02]
[ 2.05976548e-01 7.78679281e-01 1.39570547e-02 -4.69009643e-02
7.90515896e-01 -2.38459695e-02 -9.51107241e-01 -4.06880808e-02
6.26623472e-02 2.96818621e-01]
[ 6.57217652e-02 -4.24698002e-01 -1.87434116e-01 2.25219211e-01
-6.84677522e-03 1.20963257e-01 2.43116356e-01 6.63706883e-02
1.50889757e-01 3.24935521e-01]
[ -3.30223334e-02 5.94716963e-02 -1.50257328e-01 3.60518380e-02
-7.30316769e-02 -1.78305278e-01 1.14992047e-01 -1.17344068e-01
-1.98754003e-01 -5.99408754e-02]
[ -4.05335825e-01 -6.81298929e-01 -3.05929089e-01 1.35510390e-01
-1.82842712e-01 4.57966061e-02 3.89436577e-01 -4.10798395e-02
-4.30765181e-02 -4.85340265e-02]
[ -1.14103525e-03 -2.56466676e-01 1.09777786e-02 9.63548356e-02
-4.81155853e-02 -7.28372952e-02 1.79019871e-01 -1.91268946e-01
2.03761403e-01 4.77323640e-02]
[ 1.08169474e-01 -2.93500044e-01 3.08539231e-02 -7.68042734e-02
-2.14925549e-02 -4.76664741e-02 8.64973278e-02 1.17102173e-01
7.88777408e-02 -2.23290892e-02]
[ -1.77061354e-01 -1.95820076e-01 -3.02254720e-01 -1.98847169e-02
-8.32590133e-02 6.77326446e-02 -8.42112690e-02 -2.96725495e-02
2.69303338e-01 -1.32349036e-01]
[ 1.84993798e-02 -4.65870949e-01 7.00403216e-02 -3.85926267e-02
-2.54603872e-01 -1.02655103e-01 2.40600275e-01 -1.12770392e-01
-1.60829234e-02 4.95572468e-02]
[ -7.81100282e-02 -1.33627339e-01 5.51463447e-03 -1.25854709e-01
-1.18980472e-01 9.60821792e-03 2.35511358e-01 -1.02147273e-01
2.93395385e-03 -1.07218036e-01]
[ -1.19733229e-01 -2.28700330e-01 -6.82040180e-02 1.96392151e-02
2.99770292e-01 9.78365164e-02 1.77441332e-01 -1.57281044e-02
-1.61591793e-01 -2.02177729e-01]
[ -1.59181540e-01 1.72831187e-03 6.09208640e-02 1.87507761e-02
-1.68124441e-01 -2.18657156e-01 -1.73889179e-01 -1.97325468e-01
8.40273454e-02 1.70495084e-01]
[ -2.87887360e-01 -3.55148563e-01 9.29581313e-02 2.08290205e-01
-1.52507382e-01 -6.22636202e-02 1.12073942e-01 -2.61747636e-01
-2.80527282e-01 -9.75835889e-02]
[ 9.33829243e-02 -2.12869675e-01 -2.57272829e-02 1.06556170e-01
-5.22930779e-02 -8.57049437e-02 2.66588725e-01 1.69179798e-03
1.79789844e-02 -7.86061846e-03]
[ 3.72336489e-02 -1.18919288e-01 -2.10598901e-01 1.49721440e-01
-8.51175297e-02 8.12986666e-02 -2.82647469e-02 -2.00314749e-02
-8.73184816e-02 -3.01864504e-03]
[ -1.13881101e-01 -8.02846399e-02 -1.99138000e-01 1.68287794e-01
-1.83592879e-02 1.30712743e-01 1.10297459e-03 -2.49994318e-01
8.04691255e-02 -1.84304658e-01]
[ -6.14064384e-02 -5.59336024e-02 2.78307286e-01 1.10406541e-01
8.69803056e-02 -6.41631177e-02 -1.16341025e-01 1.21212315e-01
8.41927945e-02 5.00818727e-02]
[ 6.31647114e-02 -9.20442438e-03 8.91005855e-02 9.19591639e-02
9.66190586e-03 -1.77401029e-02 1.91594671e-01 1.20338500e-01
-2.26901086e-02 -5.33705922e-02]
[ 1.20466177e-02 -1.37484160e-01 -2.92111107e-01 -5.10884765e-02
8.22504854e-02 -9.33993939e-02 1.14777206e-01 1.62740595e-01
1.08909201e-01 -3.03861486e-02]
[ 5.49985794e-02 -3.77405915e-02 -1.13365498e-01 5.64761865e-02
-1.53476939e-01 3.17687254e-01 2.68544268e-01 2.05084854e-01
-1.50304217e-01 -4.92579334e-02]
[ 3.11026474e-03 -1.77673719e-02 1.22974833e-01 1.08927908e-01
1.67313276e-02 1.05360923e-01 -9.05643634e-02 -4.17675386e-02
2.18872595e-01 8.68853058e-02]
[ 1.14181926e-01 7.48549103e-02 -4.30170885e-02 -9.27906480e-02
-1.25614679e-01 -3.31922470e-01 1.24635005e-01 8.71457627e-03
1.48031802e-01 9.50127548e-02]
[ -1.02909727e-01 -6.44311059e-02 -1.56325420e-02 2.38507944e-02
-5.02819129e-02 -2.05292554e-01 -5.01443029e-02 -2.01482987e-02
1.98653638e-02 1.27818283e-01]
[ -1.67456105e-01 -1.38346782e-01 -2.05996959e-01 -3.08455414e-02
-2.96503350e-01 3.66394511e-03 7.28269851e-02 -2.62670989e-02
-1.76902482e-02 3.01332877e-02]
[ -3.03200732e-02 -1.42512064e-01 -7.49163075e-02 -1.25347900e-01
5.25965472e-01 2.75250591e-01 6.08190751e-01 1.13132911e-01
-1.80827700e-01 -3.78933495e-01]
[ -1.58538726e-02 -4.52480264e-01 -3.06086767e-02 -7.08382584e-02
6.49040542e-01 9.96239916e-02 5.74899541e-01 9.15403852e-02
3.15634231e-02 -3.86339876e-01]
[ 1.09270227e-02 -5.13499851e-01 -4.39015352e-02 -1.06503033e-01
6.73951092e-01 2.27335623e-02 5.46077890e-01 4.85530192e-02
-3.64282352e-01 -2.20149634e-01]
[ -1.74668216e-01 -6.47666249e-01 -1.06405663e-02 -2.04998890e-01
7.78021189e-01 -9.08833734e-02 6.66676425e-01 -8.33243762e-02
-6.91607296e-02 8.55522150e-02]
[ -3.02214836e-01 -4.74084898e-01 5.40363896e-02 -5.11863905e-02
9.20879393e-01 1.42793947e-01 4.83084110e-01 4.71336503e-02
-9.15918916e-02 -1.38788846e-01]
[ -2.13297320e-01 -3.56564099e-01 2.49514132e-01 -2.48780191e-01
6.83411343e-01 -4.30879071e-02 7.36554551e-01 1.23295027e-02
-2.62264151e-01 -3.21767973e-02]
[ -1.40298914e-01 -2.58306687e-01 -1.84455466e-01 -1.12632231e-01
5.18622513e-01 -2.26791164e-01 2.10774502e-01 1.67729825e-01
-1.79777981e-02 -1.28667608e-01]
[ 1.00348224e-01 2.52168634e-01 1.59269654e-01 -1.07632290e-01
-7.56232430e-02 5.50265054e-02 -1.49809061e-01 2.81168921e-01
6.24796077e-02 1.68458065e-01]
[ 3.50758442e-01 3.42280221e-01 -8.18821839e-02 3.06790449e-01
-8.81636806e-01 -2.85687859e-01 -4.81391450e-01 1.76839837e-01
3.89148411e-01 -2.44085577e-02]
[ 5.05279952e-02 1.28051250e-01 2.54767602e-01 2.51041379e-01
-6.16392019e-02 -1.97789358e-01 -1.81547542e-01 -1.32791382e-01
-1.35768217e-01 -2.85836174e-01]
[ 1.85464222e-02 -8.96917283e-02 -1.21532256e-01 -6.22411764e-02
2.27272746e-01 4.16178939e-02 2.04422868e-03 -1.85660211e-01
2.63787825e-02 1.99478912e-01]
[ 1.40352758e-03 -5.13116668e-02 -6.76596274e-02 -5.34128368e-02
-2.40608802e-02 -1.78452876e-01 7.98994131e-02 9.70339159e-03
3.49440283e-02 1.75218609e-03]
[ 3.07464263e-02 9.71542451e-02 2.44084618e-01 7.47700857e-02
-2.34204472e-01 -1.37143019e-01 8.59293769e-02 3.93255411e-02
-1.85574108e-01 1.07081137e-01]
[ 7.63211425e-02 5.78510419e-02 1.08261775e-01 1.03964591e-02
-2.46595834e-01 6.62625890e-02 3.57052523e-02 -2.70948910e-01
-1.53030304e-02 -8.50946331e-02]
[ -9.02133723e-03 1.14450959e-01 8.46192475e-02 -3.17140976e-02
-6.07902546e-02 1.79378813e-01 7.72476503e-02 1.17994902e-01
-2.16873905e-02 1.71196762e-01]
[ 2.26539849e-01 9.65985184e-02 2.98984480e-02 8.40691650e-02
-5.11459795e-04 -2.57752685e-02 -2.05411231e-01 1.48594662e-01
-5.17532825e-02 -1.64076797e-02]
[ 4.95354311e-02 3.78803336e-02 1.93775695e-02 4.96813843e-02
-4.58356621e-01 -1.25805127e-01 -2.37632182e-01 4.15867345e-02
1.24709036e-01 1.99546000e-01]
[ 5.63938455e-02 4.92711803e-01 1.27037722e-01 4.34763649e-01
-1.27027214e+00 -3.02919881e-01 -5.64839792e-01 -7.12230511e-02
2.98928357e-01 3.40522746e-01]
[ 1.81205473e-01 5.00983311e-01 6.86507770e-02 4.36271424e-01
-1.04929195e+00 -8.40496658e-02 -4.39679190e-01 1.51426200e-01
2.18592251e-01 4.82803867e-01]
[ 2.48148852e-01 3.25418236e-01 2.46180221e-01 1.48899486e-01
-5.01863155e-01 8.07616196e-02 -2.24539236e-01 1.62164051e-01
2.40514952e-01 7.89315025e-02]
[ -7.18873596e-02 2.43270006e-01 2.41690966e-01 1.88166110e-02
-7.18016456e-02 1.29985825e-01 -1.19218106e-01 -1.50257200e-02
-3.06732737e-02 5.28794356e-02]
[ -1.00038439e-01 1.19989690e-02 2.39002903e-02 9.17116788e-02
-6.78299313e-02 1.16199237e-01 2.32187214e-01 1.97499757e-02
-2.75476698e-01 -9.39411689e-02]
[ -2.24438123e-01 -4.37547644e-02 -9.50958917e-02 -3.48441675e-01
1.92216991e-01 1.20282456e-01 1.15208362e-01 1.02931887e-01
-2.10060433e-01 2.94083235e-02]
[ 6.99573133e-03 -4.23599720e-01 -1.28951674e-01 -1.65690043e-01
3.80528347e-01 2.64866861e-02 2.03304436e-01 1.51964733e-01
-1.68550153e-01 -2.26035475e-01]
[ 9.00595100e-02 -2.70187394e-01 -1.65623745e-01 -4.94893406e-02
-8.11082582e-02 -3.67543338e-02 1.47213047e-01 -1.58144207e-01
9.58190055e-02 -1.89201914e-01]
[ -1.11031529e-01 2.56104696e-02 2.67362210e-01 6.64154774e-03
1.43762619e-01 7.57533173e-02 6.22817645e-02 -2.96339711e-01
-1.02613375e-01 -4.86232317e-02]
[ -3.37847107e-01 6.42118592e-03 1.87964824e-02 -1.21838682e-02
1.41147942e-01 -1.79810208e-01 1.40698375e-02 2.35032023e-01
-7.27289025e-02 8.61502416e-02]
[ 1.52922343e-01 -1.15519582e-02 -2.29842146e-01 -6.56922034e-02
9.33260951e-02 -3.03825041e-01 8.07472402e-02 -1.65823486e-01
1.17443497e-02 -1.73004558e-01]
[ 2.19990016e-01 -2.12464800e-01 6.78648284e-02 -1.09119383e-02
7.91726909e-02 -4.13617634e-02 5.10437307e-02 -1.35723964e-01
1.21888513e-01 -1.64724239e-01]
[ -1.02408683e-01 -8.40847731e-02 1.22367110e-01 1.11841294e-01
2.11529640e-02 -1.15947859e-01 2.51317223e-01 -7.82483531e-02
1.83558917e-01 7.33543672e-04]
[ -4.04686822e-02 -2.23379865e-01 1.82524421e-01 -3.09201204e-01
-2.20629258e-01 1.33364174e-01 1.24903077e-01 -1.23523300e-01
-1.35872470e-02 1.81553735e-01]]
[[ 0.62005689]
[ 1.74417964]
[ 0.22584391]
[ 0.87554205]
[-2.76015761]
[-0.27048431]
[-1.77085756]
[ 0.07024724]
[ 0.68707619]
[ 0.87523412]]
Progress: 49.0% ... Training loss: 0.263 ... Validation loss: 0.452[[ 1.69473718e-01 2.73661792e-01 -1.02217510e-01 1.11625960e-01
-4.61795255e-01 -7.17971559e-02 -9.33126270e-02 1.20590893e-01
-4.67083317e-02 2.12174921e-01]
[ 9.62295642e-03 1.26645813e-01 -2.06561514e-02 4.24027129e-02
8.76311317e-02 -5.36518979e-03 3.35083545e-01 4.05640670e-02
1.39468367e-01 -3.20246472e-02]
[ 2.07686252e-01 7.83126922e-01 1.45762197e-02 -4.42180897e-02
7.84688582e-01 -2.46383056e-02 -9.56473494e-01 -4.04788948e-02
6.44894286e-02 2.99246949e-01]
[ 6.96512214e-02 -4.15235925e-01 -1.85999035e-01 2.30833877e-01
-1.81036746e-02 1.19118676e-01 2.33771019e-01 6.68368604e-02
1.55168719e-01 3.30561047e-01]
[ -3.42781187e-02 5.49114571e-02 -1.50719979e-01 3.44553778e-02
-7.20967407e-02 -1.77816652e-01 1.18919877e-01 -1.17466677e-01
-1.99864187e-01 -6.15925658e-02]
[ -4.05300627e-01 -6.81515342e-01 -3.05962879e-01 1.35364492e-01
-1.84433280e-01 4.57901839e-02 3.89347444e-01 -4.10779624e-02
-4.30851474e-02 -4.86002452e-02]
[ 3.45384975e-04 -2.53277968e-01 1.14889544e-02 9.83741979e-02
-5.39610274e-02 -7.35291833e-02 1.75699951e-01 -1.91090686e-01
2.05292733e-01 4.97572169e-02]
[ 1.08926065e-01 -2.91239111e-01 3.11361732e-02 -7.55192159e-02
-2.56954520e-02 -4.80128335e-02 8.36012136e-02 1.17198795e-01
7.97199872e-02 -2.11323130e-02]
[ -1.77410576e-01 -1.97036478e-01 -3.02395012e-01 -2.04066905e-02
-8.27606051e-02 6.78870627e-02 -8.29439064e-02 -2.97126165e-02
2.68949832e-01 -1.32830490e-01]
[ 1.89290780e-02 -4.65245442e-01 7.01441192e-02 -3.81046705e-02
-2.58024030e-01 -1.02831072e-01 2.39620446e-01 -1.12718799e-01
-1.57667675e-02 5.00156122e-02]
[ -7.82624549e-02 -1.33654735e-01 5.43648449e-03 -1.26130443e-01
-1.19461575e-01 9.65891219e-03 2.35350893e-01 -1.02158817e-01
2.73837522e-03 -1.07291398e-01]
[ -1.18081512e-01 -2.25281616e-01 -6.76103216e-02 2.20635409e-02
2.92531054e-01 9.70715398e-02 1.73543821e-01 -1.55314599e-02
-1.59700930e-01 -1.99888776e-01]
[ -1.59181540e-01 1.72831187e-03 6.09208640e-02 1.87507761e-02
-1.68124441e-01 -2.18657156e-01 -1.73889179e-01 -1.97325468e-01
8.40273454e-02 1.70495084e-01]
[ -2.87917934e-01 -3.55117424e-01 9.29294511e-02 2.08227128e-01
-1.53474776e-01 -6.22433749e-02 1.11983130e-01 -2.61753009e-01
-2.80600125e-01 -9.76746400e-02]
[ 9.32033199e-02 -2.13409647e-01 -2.57864045e-02 1.06296119e-01
-5.24744730e-02 -8.56264743e-02 2.66941675e-01 1.67093132e-03
1.78107475e-02 -8.15209008e-03]
[ 3.77382131e-02 -1.18251603e-01 -2.10455524e-01 1.50249553e-01
-8.63400503e-02 8.10825109e-02 -2.90181602e-02 -1.99748972e-02
-8.68091312e-02 -2.34403338e-03]
[ -1.13737616e-01 -8.00127473e-02 -1.99095134e-01 1.68481254e-01
-1.85489128e-02 1.30627867e-01 7.87205020e-04 -2.49967669e-01
8.06332974e-02 -1.84041681e-01]
[ -6.11475476e-02 -5.51014591e-02 2.78398378e-01 1.10713092e-01
8.59817337e-02 -6.43114017e-02 -1.17194142e-01 1.21243163e-01
8.43508767e-02 5.03077604e-02]
[ 6.39944016e-02 -7.57353150e-03 8.93633400e-02 9.30402997e-02
5.98921301e-03 -1.80517499e-02 1.89706902e-01 1.20422790e-01
-2.18531595e-02 -5.22734455e-02]
[ 1.26802774e-02 -1.35162904e-01 -2.91857737e-01 -4.99330638e-02
7.85705875e-02 -9.37270842e-02 1.12256033e-01 1.62828470e-01
1.09700422e-01 -2.93262946e-02]
[ 5.54152011e-02 -3.69278382e-02 -1.13207933e-01 5.70867684e-02
-1.55317202e-01 3.17502272e-01 2.67612027e-01 2.05134348e-01
-1.49820607e-01 -4.86502102e-02]
[ 2.92912942e-03 -1.83508643e-02 1.22914839e-01 1.08697601e-01
1.76533323e-02 1.05438559e-01 -9.01436440e-02 -4.17865934e-02
2.18666158e-01 8.66654521e-02]
[ 1.14403099e-01 7.51469269e-02 -4.29416685e-02 -9.24781518e-02
-1.26393332e-01 -3.32018233e-01 1.24260314e-01 8.74018806e-03
1.48235714e-01 9.53286719e-02]
[ -1.03480912e-01 -6.59519677e-02 -1.58483275e-02 2.30157676e-02
-4.90212095e-02 -2.05041859e-01 -4.84834242e-02 -2.02139717e-02
1.93075662e-02 1.27018151e-01]
[ -1.67572701e-01 -1.38545410e-01 -2.06040478e-01 -3.10082833e-02
-2.96295544e-01 3.71604606e-03 7.30836175e-02 -2.62807851e-02
-1.78207896e-02 2.99656361e-02]
[ -3.02423881e-02 -1.42404080e-01 -7.48837013e-02 -1.25214641e-01
5.25712711e-01 2.75209472e-01 6.08095950e-01 1.13143039e-01
-1.80711343e-01 -3.78811514e-01]
[ -1.54677409e-02 -4.51912244e-01 -3.04715539e-02 -7.02804180e-02
6.47404970e-01 9.94519004e-02 5.74217128e-01 9.15845077e-02
3.19554224e-02 -3.85825320e-01]
[ 1.06559599e-02 -5.13926900e-01 -4.40055392e-02 -1.06896462e-01
6.75093961e-01 2.28567174e-02 5.46562319e-01 4.85213585e-02
-3.64594227e-01 -2.20531390e-01]
[ -1.74488737e-01 -6.47487541e-01 -1.05781537e-02 -2.04759374e-01
7.77254742e-01 -9.09616759e-02 6.66440681e-01 -8.33041841e-02
-6.89601784e-02 8.58011268e-02]
[ -3.02134415e-01 -4.73919833e-01 5.40650110e-02 -5.10718361e-02
9.20608940e-01 1.42758457e-01 4.82871866e-01 4.71428544e-02
-9.15026150e-02 -1.38674670e-01]
[ -2.12786962e-01 -3.55766174e-01 2.49708844e-01 -2.48004529e-01
6.81431929e-01 -4.33262706e-02 7.35599284e-01 1.23917105e-02
-2.61685112e-01 -3.14394437e-02]
[ -1.40460636e-01 -2.58595665e-01 -1.84515397e-01 -1.12852930e-01
5.19334078e-01 -2.26723877e-01 2.11216662e-01 1.67711526e-01
-1.81397314e-02 -1.28812620e-01]
[ 1.00745999e-01 2.53055897e-01 1.59418660e-01 -1.07067549e-01
-7.67563641e-02 5.48500703e-02 -1.50653396e-01 2.81213398e-01
6.29223457e-02 1.69027404e-01]
[ 3.52145248e-01 3.45981715e-01 -8.13710477e-02 3.08706171e-01
-8.86351376e-01 -2.86328143e-01 -4.85113876e-01 1.77011848e-01
3.90608356e-01 -2.23684301e-02]
[ 5.05996290e-02 1.28139674e-01 2.54789363e-01 2.51122686e-01
-6.17054077e-02 -1.97807979e-01 -1.81607420e-01 -1.32784183e-01
-1.35698436e-01 -2.85751317e-01]
[ 1.86982542e-02 -8.93272690e-02 -1.21475918e-01 -6.20184200e-02
2.26471094e-01 4.15408806e-02 1.68247586e-03 -1.85639773e-01
2.65652190e-02 1.99695656e-01]
[ 1.71501261e-03 -5.04169738e-02 -6.75513108e-02 -5.29726772e-02
-2.54406271e-02 -1.78573888e-01 7.89843660e-02 9.73198976e-03
3.52889675e-02 2.19472835e-03]
[ 3.00099898e-02 9.52264067e-02 2.43818027e-01 7.37257760e-02
-2.30918897e-01 -1.36850833e-01 8.79591645e-02 3.92519243e-02
-1.86383333e-01 1.06076609e-01]
[ 7.61018806e-02 5.72349919e-02 1.08182404e-01 1.00868116e-02
-2.45816015e-01 6.63514765e-02 3.63194578e-02 -2.70965064e-01
-1.55426338e-02 -8.53565183e-02]
[ -8.68687624e-03 1.15322368e-01 8.47051744e-02 -3.13429610e-02
-6.26915729e-02 1.79246889e-01 7.62576836e-02 1.18026233e-01
-2.13969038e-02 1.71436509e-01]
[ 2.26821279e-01 9.75133095e-02 2.99940676e-02 8.44424817e-02
-1.81467128e-03 -2.59087401e-02 -2.06344215e-01 1.48627288e-01
-5.14491352e-02 -1.60695469e-02]
[ 4.97195166e-02 3.83684261e-02 1.94482877e-02 5.00118897e-02
-4.59505875e-01 -1.25896635e-01 -2.38402189e-01 4.16085282e-02
1.24915773e-01 1.99828290e-01]
[ 5.61764648e-02 4.92174301e-01 1.26944842e-01 4.34436481e-01
-1.27039131e+00 -3.02797588e-01 -5.64317234e-01 -7.12515500e-02
2.98651753e-01 3.40157021e-01]
[ 1.80150235e-01 4.98377272e-01 6.82609353e-02 4.34771743e-01
-1.04715515e+00 -8.35922166e-02 -4.37140245e-01 1.51303718e-01
2.17436156e-01 4.81342609e-01]
[ 2.47624715e-01 3.24262743e-01 2.45989892e-01 1.48131814e-01
-5.00139870e-01 8.09954447e-02 -2.23326238e-01 1.62102772e-01
2.40000508e-01 7.82280242e-02]
[ -7.15558714e-02 2.43914186e-01 2.41802628e-01 1.92704002e-02
-7.32701380e-02 1.29855026e-01 -1.19985223e-01 -1.49890682e-02
-3.03257597e-02 5.33446172e-02]
[ -9.96098591e-02 1.32744113e-02 2.40449298e-02 9.23304189e-02
-6.98072061e-02 1.16004840e-01 2.30832275e-01 1.97986895e-02
-2.74987837e-01 -9.33362505e-02]
[ -2.24604321e-01 -4.41729421e-02 -9.51597612e-02 -3.48674336e-01
1.92974082e-01 1.20360050e-01 1.15674707e-01 1.02912011e-01
-2.10251170e-01 2.91653488e-02]
[ 7.16250536e-03 -4.23553717e-01 -1.28896111e-01 -1.65451233e-01
3.79769513e-01 2.64145889e-02 2.02854125e-01 1.51983599e-01
-1.68397005e-01 -2.25815759e-01]
[ 9.16774295e-02 -2.65900893e-01 -1.65047831e-01 -4.71382056e-02
-8.81719878e-02 -3.74610054e-02 1.42960686e-01 -1.57962587e-01
9.76103119e-02 -1.86888176e-01]
[ -1.11014232e-01 2.55210071e-02 2.67356600e-01 6.65028321e-03
1.43931515e-01 7.57531480e-02 6.23505841e-02 -2.96342271e-01
-1.02651851e-01 -4.86449284e-02]
[ -3.37931716e-01 5.82369167e-03 1.87675586e-02 -1.22695549e-02
1.41660965e-01 -1.79785903e-01 1.44792102e-02 2.35026119e-01
-7.28125830e-02 8.61216107e-02]
[ 1.52460733e-01 -1.34394864e-02 -2.30026506e-01 -6.63597425e-02
9.56166505e-02 -3.03656441e-01 8.25122261e-02 -1.65867614e-01
1.12064306e-02 -1.73692859e-01]
[ 2.19824826e-01 -2.12666141e-01 6.78184680e-02 -1.10146257e-02
7.87462041e-02 -4.13002170e-02 5.12404215e-02 -1.35728694e-01
1.21798493e-01 -1.64815742e-01]
[ -1.01167480e-01 -8.14289880e-02 1.22793748e-01 1.13347731e-01
1.70594074e-02 -1.16487946e-01 2.48029419e-01 -7.81055578e-02
1.84782854e-01 2.41995944e-03]
[ -4.07047055e-02 -2.23529500e-01 1.82406467e-01 -3.09575050e-01
-2.23158458e-01 1.33466398e-01 1.24965566e-01 -1.23553701e-01
-1.38409536e-02 1.81057669e-01]]
[[ 0.62864235]
[ 1.74793644]
[ 0.2302962 ]
[ 0.88379243]
[-2.75213259]
[-0.26326126]
[-1.76338085]
[ 0.0779194 ]
[ 0.69569421]
[ 0.88347972]]
Progress: 49.0% ... Training loss: 0.262 ... Validation loss: 0.453[[ 1.68862350e-01 2.72151947e-01 -1.02484752e-01 1.10575631e-01
-4.58588315e-01 -7.14599751e-02 -9.12653867e-02 1.20479450e-01
-4.74704518e-02 2.11170892e-01]
[ 1.05308909e-02 1.28718699e-01 -2.03024277e-02 4.37652432e-02
8.40601680e-02 -5.77811049e-03 3.32989503e-01 4.06838279e-02
1.40510805e-01 -3.08174087e-02]
[ 2.10190330e-01 7.88124874e-01 1.54720062e-02 -4.09807978e-02
7.78663502e-01 -2.55849448e-02 -9.62427328e-01 -4.02110540e-02
6.69143205e-02 3.02442596e-01]
[ 6.94469836e-02 -4.15172176e-01 -1.86020521e-01 2.30888118e-01
-1.88652034e-02 1.19115962e-01 2.35341936e-01 6.68104015e-02
1.55011047e-01 3.29671433e-01]
[ -3.36643557e-02 5.41279722e-02 -1.50505242e-01 3.56208409e-02
-7.55654003e-02 -1.78145502e-01 1.19421548e-01 -1.17360575e-01
-1.98997416e-01 -6.07534771e-02]
[ -4.06345400e-01 -6.83521664e-01 -3.06353130e-01 1.33944625e-01
-1.82551078e-01 4.62185442e-02 3.91721226e-01 -4.12062849e-02
-4.42073790e-02 -4.99046994e-02]
[ 8.46891716e-05 -2.54736431e-01 1.13793161e-02 9.80353723e-02
-5.32864858e-02 -7.33873203e-02 1.77185171e-01 -1.91129300e-01
2.05079420e-01 4.94188129e-02]
[ 1.08846506e-01 -2.90743652e-01 3.10789209e-02 -7.58237979e-02
-2.41590099e-02 -4.79216138e-02 8.33265931e-02 1.17160972e-01
7.94134290e-02 -2.13906754e-02]
[ -1.77043350e-01 -1.95876204e-01 -3.02267513e-01 -1.99066586e-02
-8.38248034e-02 6.77414549e-02 -8.36080561e-02 -2.96675242e-02
2.69368189e-01 -1.32382990e-01]
[ 1.73926933e-02 -4.67069372e-01 6.94999572e-02 -4.06408966e-02
-2.52583709e-01 -1.02046289e-01 2.42733821e-01 -1.12949527e-01
-1.77597650e-02 4.76154085e-02]
[ -7.70660287e-02 -1.31592925e-01 5.90291409e-03 -1.24300596e-01
-1.24886932e-01 9.10474322e-03 2.32906248e-01 -1.02006920e-01
4.19958219e-03 -1.05666147e-01]
[ -1.18759356e-01 -2.27328546e-01 -6.78622320e-02 2.12066777e-02
2.95545077e-01 9.73567608e-02 1.75795323e-01 -1.56122964e-02
-1.60392885e-01 -2.00567544e-01]
[ -1.59181540e-01 1.72831187e-03 6.09208640e-02 1.87507761e-02
-1.68124441e-01 -2.18657156e-01 -1.73889179e-01 -1.97325468e-01
8.40273454e-02 1.70495084e-01]
[ -2.88361478e-01 -3.55518523e-01 9.27601817e-02 2.07630238e-01
-1.53451577e-01 -6.20542897e-02 1.12715030e-01 -2.61810751e-01
-2.81133061e-01 -9.83314541e-02]
[ 9.30467251e-02 -2.13735967e-01 -2.58505008e-02 1.06049616e-01
-5.18956907e-02 -8.55643193e-02 2.67191194e-01 1.64847885e-03
1.76445047e-02 -8.38067786e-03]
[ 3.69797568e-02 -1.20046884e-01 -2.10737955e-01 1.49151960e-01
-8.35604248e-02 8.14124497e-02 -2.71583159e-02 -2.00677984e-02
-8.76387484e-02 -3.22449101e-03]
[ -1.13939164e-01 -8.04634482e-02 -1.99155658e-01 1.68193166e-01
-1.81166846e-02 1.30713493e-01 1.41734796e-03 -2.49997473e-01
8.04563612e-02 -1.84339779e-01]
[ -6.11520588e-02 -5.49892814e-02 2.78387598e-01 1.10762197e-01
8.61349770e-02 -6.43003827e-02 -1.17132451e-01 1.21244917e-01
8.43410821e-02 5.03288969e-02]
[ 6.34283108e-02 -9.64275778e-03 8.91300049e-02 9.20882674e-02
8.75426207e-03 -1.77564211e-02 1.91168485e-01 1.20335434e-01
-2.25393073e-02 -5.30527387e-02]
[ 1.39971347e-02 -1.31456894e-01 -2.91363985e-01 -4.80335922e-02
7.33653745e-02 -9.42778103e-02 1.08758691e-01 1.62988247e-01
1.11108244e-01 -2.76197298e-02]
[ 5.49560181e-02 -3.80374452e-02 -1.13393896e-01 5.63593675e-02
-1.53042089e-01 3.17711657e-01 2.68917505e-01 2.05066939e-01
-1.50419760e-01 -4.93909917e-02]
[ 3.27902049e-03 -1.73456319e-02 1.23034247e-01 1.09150768e-01
1.65381484e-02 1.05297877e-01 -9.05406775e-02 -4.17457567e-02
2.19011275e-01 8.71761778e-02]
[ 1.14062716e-01 7.44606090e-02 -4.30703593e-02 -9.29372068e-02
-1.25617794e-01 -3.31881969e-01 1.25053523e-01 8.70022322e-03
1.47969052e-01 9.48796841e-02]
[ -1.03582679e-01 -6.63013942e-02 -1.58844612e-02 2.28836759e-02
-4.85409097e-02 -2.05003462e-01 -4.81698244e-02 -2.02258866e-02
1.91894977e-02 1.26877893e-01]
[ -1.67225175e-01 -1.37989901e-01 -2.05912058e-01 -3.04736137e-02
-2.97209237e-01 3.56609141e-03 7.24912583e-02 -2.62332752e-02
-1.74119157e-02 3.04467667e-02]
[ -3.02045279e-02 -1.42365939e-01 -7.48698727e-02 -1.25148661e-01
5.25521130e-01 2.75190338e-01 6.08073964e-01 1.13148810e-01
-1.80657628e-01 -3.78758615e-01]
[ -1.53893476e-02 -4.51864210e-01 -3.04378725e-02 -7.01481394e-02
6.47265569e-01 9.94103974e-02 5.74177123e-01 9.15956221e-02
3.20544713e-02 -3.85754222e-01]
[ 1.05995267e-02 -5.14102906e-01 -4.40304326e-02 -1.07010111e-01
6.75481723e-01 2.28872862e-02 5.46733204e-01 4.85125980e-02
-3.64672083e-01 -2.20632114e-01]
[ -1.74720556e-01 -6.47812910e-01 -1.06595240e-02 -2.05079483e-01
7.78227536e-01 -9.08695882e-02 6.66832344e-01 -8.33324347e-02
-6.92134718e-02 8.55126344e-02]
[ -3.02214700e-01 -4.74286047e-01 5.40444124e-02 -5.11339524e-02
9.20728586e-01 1.42779211e-01 4.83282185e-01 4.71370531e-02
-9.15515103e-02 -1.38730474e-01]
[ -2.12960533e-01 -3.56281445e-01 2.49642778e-01 -2.48245661e-01
6.82238173e-01 -4.32575610e-02 7.36095942e-01 1.23705574e-02
-2.61869346e-01 -3.16539504e-02]
[ -1.40664399e-01 -2.58946571e-01 -1.84583596e-01 -1.13148746e-01
5.20096771e-01 -2.26635598e-01 2.11691721e-01 1.67685272e-01
-1.83456826e-02 -1.29089653e-01]
[ 9.97215854e-02 2.50402043e-01 1.59007439e-01 -1.08652431e-01
-7.23786740e-02 5.53241087e-02 -1.47701580e-01 2.81077796e-01
6.17942912e-02 1.67536259e-01]
[ 3.52513479e-01 3.47421843e-01 -8.12282609e-02 3.09319358e-01
-8.88619453e-01 -2.86475531e-01 -4.86011185e-01 1.77048234e-01
3.90984584e-01 -2.19830103e-02]
[ 5.04357266e-02 1.27747663e-01 2.54727361e-01 2.50868402e-01
-6.11541949e-02 -1.97735796e-01 -1.81254223e-01 -1.32804432e-01
-1.35909509e-01 -2.85934035e-01]
[ 1.84372075e-02 -9.01704968e-02 -1.21572147e-01 -6.23857556e-02
2.27707119e-01 4.16507097e-02 2.45882181e-03 -1.85671045e-01
2.62995142e-02 1.99343328e-01]
[ 1.55600907e-03 -5.07941737e-02 -6.76083126e-02 -5.31938559e-02
-2.48162380e-02 -1.78511646e-01 7.93852626e-02 9.71245980e-03
3.51073657e-02 1.96583550e-03]
[ 3.08303456e-02 9.74782610e-02 2.44112855e-01 7.48882716e-02
-2.34201237e-01 -1.37189971e-01 8.57395612e-02 3.93472760e-02
-1.85470136e-01 1.07186096e-01]
[ 7.56253496e-02 5.56968991e-02 1.07974693e-01 9.31619765e-03
-2.43144319e-01 6.65802005e-02 3.77807055e-02 -2.71028477e-01
-1.61013511e-02 -8.59062815e-02]
[ -8.43202106e-03 1.16118414e-01 8.47958087e-02 -3.09788853e-02
-6.37934335e-02 1.79137719e-01 7.54879808e-02 1.18057872e-01
-2.11157450e-02 1.71661600e-01]
[ 2.26253273e-01 9.58954243e-02 2.97753832e-02 8.35993150e-02
4.31283115e-04 -2.56754612e-02 -2.04897789e-01 1.48553143e-01
-5.21012210e-02 -1.68950793e-02]
[ 5.03207001e-02 4.00910111e-02 1.96696113e-02 5.08456014e-02
-4.61782217e-01 -1.26142398e-01 -2.39423187e-01 4.16829186e-02
1.25517826e-01 2.00744429e-01]
[ 5.58721695e-02 4.91763515e-01 1.26826251e-01 4.34023032e-01
-1.26957016e+00 -3.02656088e-01 -5.63902806e-01 -7.12941941e-02
2.98280868e-01 3.39672211e-01]
[ 1.80394823e-01 4.98736460e-01 6.83444845e-02 4.35009549e-01
-1.04798598e+00 -8.36532373e-02 -4.38022548e-01 1.51324628e-01
2.17672452e-01 4.81685722e-01]
[ 2.47804012e-01 3.25171246e-01 2.46067955e-01 1.48475842e-01
-5.02191543e-01 8.09032537e-02 -2.24193187e-01 1.62131909e-01
2.40225357e-01 7.86059282e-02]
[ -7.15541463e-02 2.43965860e-01 2.41806940e-01 1.92750101e-02
-7.32353072e-02 1.29852540e-01 -1.19940030e-01 -1.49892506e-02
-3.03224099e-02 5.33421403e-02]
[ -9.96696978e-02 1.31161120e-02 2.40228677e-02 9.22422207e-02
-6.95698078e-02 1.16031071e-01 2.30980329e-01 1.97909017e-02
-2.75056197e-01 -9.34164476e-02]
[ -2.24534088e-01 -4.39818387e-02 -9.51340808e-02 -3.48573571e-01
1.92705208e-01 1.20331148e-01 1.15496090e-01 1.02919182e-01
-2.10178677e-01 2.92210000e-02]
[ 7.25088964e-03 -4.23444904e-01 -1.28859813e-01 -1.65297482e-01
3.79359991e-01 2.63686950e-02 2.02729639e-01 1.51997104e-01
-1.68276426e-01 -2.25671857e-01]
[ 9.00542794e-02 -2.69215802e-01 -1.65685061e-01 -4.95600837e-02
-8.31869973e-02 -3.67231837e-02 1.47179678e-01 -1.58174515e-01
9.57395986e-02 -1.89128194e-01]
[ -1.10499948e-01 2.57973588e-02 2.67565154e-01 7.51953570e-03
1.41636491e-01 7.55127359e-02 6.17915468e-02 -2.96267079e-01
-1.02007106e-01 -4.79774428e-02]
[ -3.37421541e-01 7.50362653e-03 1.89639308e-02 -1.15625829e-02
1.40021840e-01 -1.80010930e-01 1.32560300e-02 2.35076972e-01
-7.23057655e-02 8.66522306e-02]
[ 1.52023820e-01 -1.40310020e-02 -2.30168925e-01 -6.68930070e-02
9.70128689e-02 -3.03489775e-01 8.33706696e-02 -1.65920163e-01
1.07566883e-02 -1.74266071e-01]
[ 2.19565740e-01 -2.13916124e-01 6.76755051e-02 -1.14975764e-02
8.11990081e-02 -4.11472100e-02 5.22990676e-02 -1.35768007e-01
1.21462937e-01 -1.65194020e-01]
[ -1.00607568e-01 -8.00196764e-02 1.22985623e-01 1.14149052e-01
1.43661396e-02 -1.16727321e-01 2.46559338e-01 -7.80356086e-02
1.85390747e-01 3.19203930e-03]
[ -4.09877308e-02 -2.23547742e-01 1.82302636e-01 -3.10077745e-01
-2.22336067e-01 1.33629552e-01 1.25002016e-01 -1.23605574e-01
-1.41681429e-02 1.80825271e-01]]
[[ 0.62504023]
[ 1.74998547]
[ 0.22701083]
[ 0.87964824]
[-2.75345799]
[-0.26741175]
[-1.77239309]
[ 0.07489515]
[ 0.69302196]
[ 0.88103911]]
Progress: 49.1% ... Training loss: 0.262 ... Validation loss: 0.451[[ 1.67250743e-01 2.68021647e-01 -1.03030668e-01 1.08451442e-01
-4.51748559e-01 -7.08166226e-02 -8.64898434e-02 1.20297791e-01
-4.91874170e-02 2.08889958e-01]
[ 1.02009357e-02 1.27830268e-01 -2.04277743e-02 4.32804520e-02
8.52236435e-02 -5.62982331e-03 3.33763266e-01 4.06425661e-02
1.40134973e-01 -3.12752575e-02]
[ 2.07324120e-01 7.80941883e-01 1.44645491e-02 -4.49474749e-02
7.88996285e-01 -2.44588523e-02 -9.54779587e-01 -4.05419832e-02
6.38298349e-02 2.98550052e-01]
[ 7.03965002e-02 -4.14057036e-01 -1.85728505e-01 2.32047632e-01
-2.45940413e-02 1.18803352e-01 2.33101539e-01 6.69080604e-02
1.56128719e-01 3.30991316e-01]
[ -3.30645373e-02 5.45651666e-02 -1.50316778e-01 3.65630868e-02
-7.69307742e-02 -1.78450400e-01 1.18457513e-01 -1.17294834e-01
-1.98513430e-01 -6.01698089e-02]
[ -4.05975936e-01 -6.82626464e-01 -3.06220341e-01 1.34495658e-01
-1.82773635e-01 4.60872470e-02 3.91180012e-01 -4.11637270e-02
-4.38790213e-02 -4.94767321e-02]
[ -1.24102623e-04 -2.55930279e-01 1.13227645e-02 9.77970690e-02
-5.29492814e-02 -7.33189410e-02 1.77895795e-01 -1.91146126e-01
2.04859211e-01 4.91769625e-02]
[ 1.07233403e-01 -2.95138278e-01 3.04927865e-02 -7.80955295e-02
-1.84674074e-02 -4.72769493e-02 8.79167334e-02 1.16966760e-01
7.76662985e-02 -2.37343443e-02]
[ -1.76602140e-01 -1.95675025e-01 -3.02101432e-01 -1.91715839e-02
-8.70774271e-02 6.75156063e-02 -8.42259084e-02 -2.96048713e-02
2.69983317e-01 -1.31659896e-01]
[ 1.68790455e-02 -4.68963345e-01 6.93524994e-02 -4.12646361e-02
-2.51483217e-01 -1.01898844e-01 2.44701970e-01 -1.13001797e-01
-1.83069551e-02 4.69250717e-02]
[ -7.84405687e-02 -1.35529785e-01 5.37647892e-03 -1.26320070e-01
-1.19207028e-01 9.73111808e-03 2.36923770e-01 -1.02177443e-01
2.58086850e-03 -1.07679574e-01]
[ -1.17882390e-01 -2.25989808e-01 -6.75321544e-02 2.26259634e-02
2.91318308e-01 9.69388390e-02 1.73951349e-01 -1.54953320e-02
-1.59250835e-01 -1.99298238e-01]
[ -1.59181540e-01 1.72831187e-03 6.09208640e-02 1.87507761e-02
-1.68124441e-01 -2.18657156e-01 -1.73889179e-01 -1.97325468e-01
8.40273454e-02 1.70495084e-01]
[ -2.88248825e-01 -3.55121431e-01 9.27922325e-02 2.07790061e-01
-1.53441511e-01 -6.20752481e-02 1.12417165e-01 -2.61800840e-01
-2.81090178e-01 -9.82599768e-02]
[ 9.33943950e-02 -2.12834446e-01 -2.57230649e-02 1.06516746e-01
-5.23725299e-02 -8.57036066e-02 2.66383643e-01 1.68978411e-03
1.80171806e-02 -7.90938789e-03]
[ 3.64241767e-02 -1.21755223e-01 -2.10933849e-01 1.48410068e-01
-8.15466047e-02 8.16303023e-02 -2.52691865e-02 -2.01336635e-02
-8.82550418e-02 -4.01182976e-03]
[ -1.13992096e-01 -8.06549392e-02 -1.99176684e-01 1.68120189e-01
-1.78724078e-02 1.30735873e-01 1.48288486e-03 -2.50003838e-01
8.03960840e-02 -1.84424030e-01]
[ -6.08145533e-02 -5.46424792e-02 2.78512188e-01 1.11276583e-01
8.46791172e-02 -6.44517610e-02 -1.17790650e-01 1.21291087e-01
8.47228704e-02 5.08656617e-02]
[ 6.30635200e-02 -1.05044363e-02 8.90049486e-02 9.15558894e-02
1.01722922e-02 -1.76108126e-02 1.91907570e-01 1.20290207e-01
-2.29670254e-02 -5.36257159e-02]
[ 1.28377052e-02 -1.34246919e-01 -2.91780334e-01 -4.97023355e-02
7.76796593e-02 -9.37895571e-02 1.11702322e-01 1.62851603e-01
1.09817922e-01 -2.92142399e-02]
[ 5.50612299e-02 -3.80112599e-02 -1.13350160e-01 5.65983186e-02
-1.53746981e-01 3.17636088e-01 2.69093915e-01 2.05084544e-01
-1.50256713e-01 -4.92099937e-02]
[ 2.77129436e-03 -1.89578015e-02 1.22855907e-01 1.08447743e-01
1.77328418e-02 1.05509853e-01 -8.90044083e-02 -4.18093438e-02
2.18508962e-01 8.63952989e-02]
[ 1.14238714e-01 7.46449081e-02 -4.30059207e-02 -9.26686957e-02
-1.26302989e-01 -3.31960745e-01 1.24824671e-01 8.72279969e-03
1.48155807e-01 9.51468331e-02]
[ -1.02910969e-01 -6.53288063e-02 -1.56468495e-02 2.39054498e-02
-5.15946079e-02 -2.05314208e-01 -4.96581195e-02 -2.01383343e-02
2.00046948e-02 1.27887478e-01]
[ -1.67346685e-01 -1.38146782e-01 -2.05949070e-01 -3.06491034e-02
-2.97474298e-01 3.61263281e-03 7.27636560e-02 -2.62465335e-02
-1.75011925e-02 3.02950005e-02]
[ -3.03040826e-02 -1.42651091e-01 -7.49080230e-02 -1.25293844e-01
5.25887166e-01 2.75234637e-01 6.08374945e-01 1.13136069e-01
-1.80774006e-01 -3.78903507e-01]
[ -1.55258071e-02 -4.52451246e-01 -3.04933480e-02 -7.03407022e-02
6.47571380e-01 9.94683507e-02 5.74729451e-01 9.15821484e-02
3.19159811e-02 -3.85948630e-01]
[ 1.07209322e-02 -5.14148078e-01 -4.40030269e-02 -1.06841378e-01
6.75014277e-01 2.28345353e-02 5.46661032e-01 4.85276175e-02
-3.64541629e-01 -2.20453953e-01]
[ -1.74621183e-01 -6.47582085e-01 -1.06306844e-02 -2.04951457e-01
7.77689744e-01 -9.09080263e-02 6.66586613e-01 -8.33220127e-02
-6.91153400e-02 8.56365937e-02]
[ -3.02173902e-01 -4.74625550e-01 5.40742112e-02 -5.10080580e-02
9.20167710e-01 1.42732849e-01 4.83485462e-01 4.71477473e-02
-9.14192330e-02 -1.38566470e-01]
[ -2.12885083e-01 -3.55989667e-01 2.49671442e-01 -2.48140096e-01
6.81984677e-01 -4.32910864e-02 7.35755224e-01 1.23800326e-02
-2.61776521e-01 -3.15538557e-02]
[ -1.40492167e-01 -2.58731790e-01 -1.84511250e-01 -1.12899012e-01
5.19321756e-01 -2.26709207e-01 2.11370996e-01 1.67707475e-01
-1.81390729e-02 -1.28851784e-01]
[ 9.96257407e-02 2.49999578e-01 1.58973858e-01 -1.08775641e-01
-7.17904663e-02 5.53744111e-02 -1.47371071e-01 2.81067023e-01
6.16906659e-02 1.67401377e-01]
[ 3.52158329e-01 3.46901805e-01 -8.13561922e-02 3.08811777e-01
-8.88234510e-01 -2.86321301e-01 -4.85217590e-01 1.77005004e-01
3.90622634e-01 -2.24864459e-02]
[ 5.04443227e-02 1.27771408e-01 2.54730074e-01 2.50880517e-01
-6.11921343e-02 -1.97739398e-01 -1.81274412e-01 -1.32803420e-01
-1.35900099e-01 -2.85921935e-01]
[ 1.82234006e-02 -9.06683041e-02 -1.21658805e-01 -6.27108245e-02
2.28484785e-01 4.17487535e-02 2.90169237e-03 -1.85698135e-01
2.60627249e-02 1.99033542e-01]
[ 1.28635529e-03 -5.16483793e-02 -6.77161062e-02 -5.36161801e-02
-2.34065331e-02 -1.78422875e-01 7.99862614e-02 9.67580167e-03
3.47244022e-02 1.52218289e-03]
[ 3.12699236e-02 9.84288505e-02 2.44261406e-01 7.54974644e-02
-2.35672480e-01 -1.37381899e-01 8.47872820e-02 3.93965163e-02
-1.84994925e-01 1.07811194e-01]
[ 7.50062497e-02 5.40275331e-02 1.07743474e-01 8.42117883e-03
-2.40370835e-01 6.68473343e-02 3.95248531e-02 -2.71101835e-01
-1.68192065e-02 -8.67998357e-02]
[ -8.35812092e-03 1.16253278e-01 8.48245214e-02 -3.08633605e-02
-6.40127185e-02 1.79102549e-01 7.53511601e-02 1.18067228e-01
-2.10371935e-02 1.71777089e-01]
[ 2.26300159e-01 9.61509457e-02 2.98031838e-02 8.36418825e-02
3.56996622e-05 -2.56941882e-02 -2.05367157e-01 1.48560361e-01
-5.20633312e-02 -1.69375070e-02]
[ 4.97704299e-02 3.90148070e-02 1.94792628e-02 5.01146329e-02
-4.59675273e-01 -1.25914487e-01 -2.37969817e-01 4.16176350e-02
1.24901319e-01 1.99962637e-01]
[ 5.62200001e-02 4.92691866e-01 1.26953697e-01 4.34495121e-01
-1.27021678e+00 -3.02788377e-01 -5.64831292e-01 -7.12524418e-02
2.98649268e-01 3.40165933e-01]
[ 1.80478721e-01 4.98707435e-01 6.84102560e-02 4.35330164e-01
-1.04931263e+00 -8.37479690e-02 -4.37779962e-01 1.51347335e-01
2.17875284e-01 4.81906437e-01]
[ 2.47468694e-01 3.23965774e-01 2.45955438e-01 1.48035527e-01
-5.01054068e-01 8.10421908e-02 -2.22972756e-01 1.62092561e-01
2.39903665e-01 7.81509693e-02]
[ -7.15201646e-02 2.44092161e-01 2.41815356e-01 1.93082438e-02
-7.33676327e-02 1.29842419e-01 -1.20079158e-01 -1.49869200e-02
-3.02927110e-02 5.33818660e-02]
[ -9.95746822e-02 1.34182289e-02 2.40565764e-02 9.23764613e-02
-6.99277887e-02 1.15991543e-01 2.30594357e-01 1.98029936e-02
-2.74959207e-01 -9.32871236e-02]
[ -2.24498354e-01 -4.38811804e-02 -9.51209412e-02 -3.48522442e-01
1.92549632e-01 1.20315623e-01 1.15394534e-01 1.02923536e-01
-2.10140519e-01 2.92679160e-02]
[ 7.24014807e-03 -4.23985087e-01 -1.28863266e-01 -1.65307838e-01
3.79401170e-01 2.63833192e-02 2.03099390e-01 1.51995355e-01
-1.68301470e-01 -2.25689705e-01]
[ 9.03691406e-02 -2.68969487e-01 -1.65560516e-01 -4.90797333e-02
-8.41502520e-02 -3.68534280e-02 1.47014661e-01 -1.58135661e-01
9.60995751e-02 -1.88694892e-01]
[ -1.11881542e-01 2.21728175e-02 2.67075020e-01 5.53451954e-03
1.46855873e-01 7.61111228e-02 6.52169857e-02 -2.96428655e-01
-1.03571090e-01 -4.98910969e-02]
[ -3.37971894e-01 5.75912822e-03 1.87774452e-02 -1.22396070e-02
1.41686177e-01 -1.79845216e-01 1.47655264e-02 2.35018828e-01
-7.28644268e-02 8.59437866e-02]
[ 1.51851354e-01 -1.51961143e-02 -2.30256236e-01 -6.71373136e-02
9.80649369e-02 -3.03400244e-01 8.44563185e-02 -1.65942191e-01
1.05241832e-02 -1.74577134e-01]
[ 2.19414553e-01 -2.14787260e-01 6.76287360e-02 -1.15974461e-02
8.09237991e-02 -4.11258376e-02 5.32643899e-02 -1.35779882e-01
1.21366187e-01 -1.65384744e-01]
[ -1.00676867e-01 -7.96321021e-02 1.22951395e-01 1.14026939e-01
1.52910987e-02 -1.16666560e-01 2.46229450e-01 -7.80464404e-02
1.85249479e-01 3.05938253e-03]
[ -3.99889125e-02 -2.21268439e-01 1.82679203e-01 -3.08653693e-01
-2.27404723e-01 1.33179930e-01 1.22652712e-01 -1.23485800e-01
-1.29588063e-02 1.82214054e-01]]
[[ 0.61980221]
[ 1.74277649]
[ 0.22368207]
[ 0.87703679]
[-2.75849187]
[-0.26987365]
[-1.77082476]
[ 0.07193692]
[ 0.68899927]
[ 0.87717331]]
Progress: 49.1% ... Training loss: 0.263 ... Validation loss: 0.456[[ 1.69386841e-01 2.72718880e-01 -1.02141437e-01 1.12147400e-01
-4.62429578e-01 -7.17757472e-02 -9.05425598e-02 1.20565775e-01
-4.64958507e-02 2.12298989e-01]
[ 1.02555375e-02 1.27961891e-01 -2.03933193e-02 4.34110302e-02
8.51143729e-02 -5.65817792e-03 3.33749771e-01 4.06507194e-02
1.40196558e-01 -3.11735236e-02]
[ 2.12058979e-01 7.89633749e-01 1.62346158e-02 -3.77329135e-02
7.68798522e-01 -2.65555178e-02 -9.63946866e-01 -3.99579789e-02
6.97615306e-02 3.05590543e-01]
[ 6.20495833e-02 -4.32277246e-01 -1.88667546e-01 2.20360520e-01
3.94442775e-03 1.22502150e-01 2.51877403e-01 6.58894613e-02
1.46527767e-01 3.19048935e-01]
[ -3.34476404e-02 5.13386952e-02 -1.50197564e-01 3.62756510e-02
-7.50895473e-02 -1.78133611e-01 1.21244442e-01 -1.17344258e-01
-1.98961024e-01 -6.10702207e-02]
[ -4.06576974e-01 -6.83113863e-01 -3.06437714e-01 1.33682502e-01
-1.80843838e-01 4.63609887e-02 3.92480107e-01 -4.12411607e-02
-4.46749393e-02 -5.03543688e-02]
[ 6.79770411e-04 -2.54650985e-01 1.16301562e-02 9.92013388e-02
-5.79671691e-02 -7.36048344e-02 1.76579385e-01 -1.91059602e-01
2.05901604e-01 5.04010430e-02]
[ 1.08543751e-01 -2.92764846e-01 3.10100246e-02 -7.60154317e-02
-2.48134153e-02 -4.79072132e-02 8.56629124e-02 1.17127270e-01
7.92989648e-02 -2.17923421e-02]
[ -1.76738056e-01 -1.96324154e-01 -3.02101292e-01 -1.92684784e-02
-8.60373454e-02 6.75800547e-02 -8.37198985e-02 -2.96202100e-02
2.69848061e-01 -1.31773061e-01]
[ 2.15430374e-02 -4.58655452e-01 7.10322071e-02 -3.45277677e-02
-2.70720564e-01 -1.03898309e-01 2.34464752e-01 -1.12458849e-01
-1.29342035e-02 5.35456661e-02]
[ -7.93492126e-02 -1.37458362e-01 5.11782455e-03 -1.27390574e-01
-1.16776603e-01 1.01072763e-02 2.39254348e-01 -1.02279591e-01
1.61315773e-03 -1.08810540e-01]
[ -1.20260470e-01 -2.31852928e-01 -6.83458113e-02 1.95339162e-02
2.99731212e-01 9.79841781e-02 1.80093863e-01 -1.57818698e-02
-1.61911990e-01 -2.02612585e-01]
[ -1.59181540e-01 1.72831187e-03 6.09208640e-02 1.87507761e-02
-1.68124441e-01 -2.18657156e-01 -1.73889179e-01 -1.97325468e-01
8.40273454e-02 1.70495084e-01]
[ -2.88392641e-01 -3.54760845e-01 9.27353958e-02 2.07567573e-01
-1.53695254e-01 -6.20116389e-02 1.12419556e-01 -2.61821533e-01
-2.81329833e-01 -9.85103966e-02]
[ 9.36650074e-02 -2.12211496e-01 -2.56277071e-02 1.06886771e-01
-5.26537915e-02 -8.57933280e-02 2.65857722e-01 1.71903989e-03
1.83009637e-02 -7.60443497e-03]
[ 3.49543812e-02 -1.24951394e-01 -2.11428971e-01 1.46504637e-01
-7.76900268e-02 8.22561729e-02 -2.16708469e-02 -2.03065665e-02
-8.98913409e-02 -6.00871842e-03]
[ -1.13712611e-01 -8.00673105e-02 -1.99073377e-01 1.68457088e-01
-1.85017820e-02 1.30624495e-01 7.63219025e-04 -2.49973673e-01
8.06898443e-02 -1.84075343e-01]
[ -5.98524083e-02 -5.28127226e-02 2.78829959e-01 1.12632769e-01
8.05278971e-02 -6.48178021e-02 -1.19387826e-01 1.21394119e-01
8.58370387e-02 5.22147975e-02]
[ 6.37786917e-02 -8.63798369e-03 8.92972823e-02 9.28942814e-02
6.46830571e-03 -1.79542392e-02 1.89908831e-01 1.20384073e-01
-2.20303927e-02 -5.24141044e-02]
[ 1.24882701e-02 -1.35444883e-01 -2.91917489e-01 -5.02754735e-02
7.93997223e-02 -9.36284631e-02 1.12739240e-01 1.62804049e-01
1.09420742e-01 -2.97973695e-02]
[ 5.52862486e-02 -3.86247545e-02 -1.13233133e-01 5.70422021e-02
-1.55105461e-01 3.17519721e-01 2.69777061e-01 2.05117829e-01
-1.49938110e-01 -4.88260420e-02]
[ 3.81328759e-03 -1.60315602e-02 1.23235025e-01 1.10008116e-01
1.30234908e-02 1.05034034e-01 -9.17763287e-02 -4.16854385e-02
2.19740741e-01 8.79492777e-02]
[ 1.14390646e-01 7.51568691e-02 -4.29478314e-02 -9.24790988e-02
-1.26972872e-01 -3.32004118e-01 1.24318104e-01 8.73720583e-03
1.48310092e-01 9.53459134e-02]
[ -1.03301450e-01 -6.64808708e-02 -1.57752115e-02 2.34485300e-02
-5.03376593e-02 -2.05149548e-01 -4.83825498e-02 -2.01823758e-02
1.96230727e-02 1.27409304e-01]
[ -1.67262248e-01 -1.38176465e-01 -2.05887203e-01 -3.05121637e-02
-2.96944605e-01 3.56555684e-03 7.25231555e-02 -2.62349953e-02
-1.74355617e-02 3.04274943e-02]
[ -3.00843573e-02 -1.42237653e-01 -7.48286491e-02 -1.24988885e-01
5.24987908e-01 2.75142742e-01 6.07969847e-01 1.13161174e-01
-1.80549785e-01 -3.78631239e-01]
[ -1.55497586e-02 -4.52510204e-01 -3.04989089e-02 -7.03682738e-02
6.47710334e-01 9.94769158e-02 5.74807961e-01 9.15797980e-02
3.18920005e-02 -3.85980555e-01]
[ 1.06699670e-02 -5.14223557e-01 -4.40228206e-02 -1.06915619e-01
6.75173748e-01 2.28582225e-02 5.46721890e-01 4.85212341e-02
-3.64602773e-01 -2.20529060e-01]
[ -1.74557445e-01 -6.47612327e-01 -1.06047006e-02 -2.04827461e-01
7.77300889e-01 -9.09459082e-02 6.66495056e-01 -8.33121549e-02
-6.90225393e-02 8.57487709e-02]
[ -3.02062535e-01 -4.74362995e-01 5.41121223e-02 -5.08547337e-02
9.19760610e-01 1.42686541e-01 4.83180931e-01 4.71600171e-02
-9.13024231e-02 -1.38417647e-01]
[ -2.12608784e-01 -3.55499008e-01 2.49768055e-01 -2.47730163e-01
6.80851926e-01 -4.34178660e-02 7.35243640e-01 1.24130367e-02
-2.61457954e-01 -3.11549341e-02]
[ -1.40298409e-01 -2.58343955e-01 -1.84440180e-01 -1.12596540e-01
5.18418829e-01 -2.26807898e-01 2.10958337e-01 1.67732423e-01
-1.78886687e-02 -1.28553126e-01]
[ 9.90838065e-02 2.49632290e-01 1.58808196e-01 -1.09470858e-01
-7.10079172e-02 5.55880493e-02 -1.46851089e-01 2.81005381e-01
6.10612319e-02 1.66655858e-01]
[ 3.51022511e-01 3.43975716e-01 -8.17647059e-02 3.07093334e-01
-8.83908693e-01 -2.85764527e-01 -4.82269443e-01 1.76849233e-01
3.89206102e-01 -2.43500953e-02]
[ 5.07897173e-02 1.28308946e-01 2.54851532e-01 2.51334384e-01
-6.20784051e-02 -1.97875856e-01 -1.81852313e-01 -1.32763783e-01
-1.35517585e-01 -2.85458916e-01]
[ 1.83449936e-02 -9.06226085e-02 -1.21610629e-01 -6.25219127e-02
2.28428133e-01 4.16897704e-02 2.82246422e-03 -1.85684384e-01
2.61743650e-02 1.99229835e-01]
[ 1.58011312e-03 -5.08601289e-02 -6.75985651e-02 -5.31525105e-02
-2.44508898e-02 -1.78556222e-01 7.93542141e-02 9.71107022e-03
3.50461426e-02 1.92616128e-03]
[ 3.12827936e-02 9.84221708e-02 2.44265930e-01 7.55186340e-02
-2.35329965e-01 -1.37384012e-01 8.49182035e-02 3.93976903e-02
-1.84985442e-01 1.07806181e-01]
[ 7.66478185e-02 5.85828901e-02 1.08319810e-01 1.08019170e-02
-2.47716616e-01 6.61092577e-02 3.52757303e-02 -2.70916393e-01
-1.49337507e-02 -8.44084176e-02]
[ -8.07690487e-03 1.16472722e-01 8.49494353e-02 -3.04016281e-02
-6.48861780e-02 1.78957204e-01 7.51539280e-02 1.18107222e-01
-2.07045178e-02 1.72209003e-01]
[ 2.26045167e-01 9.54246513e-02 2.97058510e-02 8.32593092e-02
1.10256399e-03 -2.55811034e-02 -2.04589637e-01 1.48528778e-01
-5.23571030e-02 -1.73147519e-02]
[ 4.97603853e-02 3.89843296e-02 1.94746997e-02 5.00908499e-02
-4.59579469e-01 -1.25900828e-01 -2.37966824e-01 4.16160906e-02
1.24905428e-01 1.99980226e-01]
[ 5.62221617e-02 4.91748962e-01 1.26945746e-01 4.34745690e-01
-1.27108195e+00 -3.02741165e-01 -5.63413726e-01 -7.12504326e-02
2.98761609e-01 3.40191310e-01]
[ 1.80224012e-01 4.97777673e-01 6.83076469e-02 4.34961815e-01
-1.04788157e+00 -8.36153751e-02 -4.36786633e-01 1.51314196e-01
2.17604769e-01 4.81639952e-01]
[ 2.48106443e-01 3.25715541e-01 2.46270088e-01 1.49212501e-01
-5.04851967e-01 8.07212362e-02 -2.25037689e-01 1.62183779e-01
2.40792304e-01 7.92951655e-02]
[ -7.18511042e-02 2.43444863e-01 2.41699193e-01 1.88195893e-02
-7.20351910e-02 1.29996267e-01 -1.19330530e-01 -1.50273462e-02
-3.06734556e-02 5.29194502e-02]
[ -9.97995752e-02 1.30946449e-02 2.39730906e-02 9.20428123e-02
-6.94207473e-02 1.16092305e-01 2.30865944e-01 1.97768614e-02
-2.75199289e-01 -9.35867230e-02]
[ -2.24375819e-01 -4.35108262e-02 -9.50744086e-02 -3.48341509e-01
1.92139332e-01 1.20258965e-01 1.14979385e-01 1.02938081e-01
-2.09996490e-01 2.94332361e-02]
[ 7.12192951e-03 -4.24224724e-01 -1.28909320e-01 -1.65494289e-01
3.79835426e-01 2.64350188e-02 2.03326263e-01 1.51980366e-01
-1.68436808e-01 -2.25857420e-01]
[ 8.97698845e-02 -2.70789934e-01 -1.65728455e-01 -4.98033450e-02
-8.30180527e-02 -3.65597073e-02 1.49295877e-01 -1.58223768e-01
9.54406898e-02 -1.89573318e-01]
[ -1.10502678e-01 2.44719976e-02 2.67575987e-01 7.63978126e-03
1.42280168e-01 7.54700783e-02 6.28199114e-02 -2.96256220e-01
-1.01945080e-01 -4.78535908e-02]
[ -3.37652644e-01 6.16719395e-03 1.88915683e-02 -1.17606385e-02
1.40389307e-01 -1.79932680e-01 1.44373351e-02 2.35053515e-01
-7.24772779e-02 8.63418196e-02]
[ 1.51847796e-01 -1.57272442e-02 -2.30203405e-01 -6.70433109e-02
9.75294352e-02 -3.03387452e-01 8.46173852e-02 -1.65937058e-01
1.06034581e-02 -1.74483771e-01]
[ 2.19967241e-01 -2.13364258e-01 6.78750508e-02 -1.06381601e-02
7.87406324e-02 -4.14182205e-02 5.19087443e-02 -1.35704702e-01
1.22087898e-01 -1.64540866e-01]
[ -1.00682190e-01 -7.95634875e-02 1.22956563e-01 1.14169041e-01
1.56510742e-02 -1.16653030e-01 2.46291703e-01 -7.80493219e-02
1.85251080e-01 3.08956956e-03]
[ -4.02543106e-02 -2.20599526e-01 1.82535134e-01 -3.09135385e-01
-2.28699671e-01 1.33302811e-01 1.22464961e-01 -1.23527985e-01
-1.33717803e-02 1.81864793e-01]]
[[ 0.62653382]
[ 1.75585949]
[ 0.23473799]
[ 0.87798269]
[-2.74918666]
[-0.26754305]
[-1.77322866]
[ 0.07397786]
[ 0.69272458]
[ 0.88143218]]
Progress: 49.2% ... Training loss: 0.263 ... Validation loss: 0.446[[ 1.69169228e-01 2.72676253e-01 -1.02161010e-01 1.11782238e-01
-4.61392294e-01 -7.16905566e-02 -9.04044807e-02 1.20547767e-01
-4.67964103e-02 2.12024601e-01]
[ 1.02025903e-02 1.27735269e-01 -2.03959554e-02 4.34079758e-02
8.49706974e-02 -5.65908892e-03 3.33997677e-01 4.06490032e-02
1.40188258e-01 -3.12181352e-02]
[ 2.11376203e-01 7.89288589e-01 1.59563680e-02 -3.89437033e-02
7.75397697e-01 -2.61529821e-02 -9.64648035e-01 -4.00679423e-02
6.88025637e-02 3.04740072e-01]
[ 6.14560428e-02 -4.34900857e-01 -1.88913209e-01 2.19968382e-01
8.69368735e-03 1.22679044e-01 2.55344911e-01 6.58201831e-02
1.46186411e-01 3.18524786e-01]
[ -3.28036050e-02 5.17379388e-02 -1.49971461e-01 3.73335271e-02
-7.83864605e-02 -1.78370193e-01 1.19732865e-01 -1.17254909e-01
-1.98275152e-01 -5.99145032e-02]
[ -4.05987070e-01 -6.82710635e-01 -3.06180882e-01 1.34618122e-01
-1.86359444e-01 4.60138363e-02 3.92147983e-01 -4.11477499e-02
-4.39108756e-02 -4.95277071e-02]
[ -2.50938024e-03 -2.62345966e-01 1.04300750e-02 9.48164751e-02
-4.65192571e-02 -7.22174753e-02 1.84795677e-01 -1.91436543e-01
2.02378630e-01 4.60252237e-02]
[ 1.08313462e-01 -2.93131178e-01 3.09646671e-02 -7.62209222e-02
-2.45171424e-02 -4.78390395e-02 8.57475376e-02 1.17101753e-01
7.91399609e-02 -2.19190255e-02]
[ -1.77375881e-01 -1.97286236e-01 -3.02328448e-01 -2.01754161e-02
-8.30755416e-02 6.78713360e-02 -8.25707048e-02 -2.96956963e-02
2.69199195e-01 -1.32761740e-01]
[ 1.89235969e-02 -4.63220780e-01 7.01431185e-02 -3.81116765e-02
-2.65063947e-01 -1.02827338e-01 2.39430660e-01 -1.12749765e-01
-1.57931188e-02 5.01530881e-02]
[ -7.99836508e-02 -1.39903061e-01 4.87436325e-03 -1.28299519e-01
-1.13428985e-01 1.03599795e-02 2.41820896e-01 -1.02342358e-01
1.00612027e-03 -1.09782099e-01]
[ -1.20473953e-01 -2.33463067e-01 -6.84290238e-02 1.94650989e-02
2.99917361e-01 9.80601662e-02 1.81679394e-01 -1.58127207e-02
-1.62012817e-01 -2.02912968e-01]
[ -1.59181540e-01 1.72831187e-03 6.09208640e-02 1.87507761e-02
-1.68124441e-01 -2.18657156e-01 -1.73889179e-01 -1.97325468e-01
8.40273454e-02 1.70495084e-01]
[ -2.88625819e-01 -3.55977962e-01 9.26823078e-02 2.07368926e-01
-1.54849728e-01 -6.19808839e-02 1.13744214e-01 -2.61830561e-01
-2.81485096e-01 -9.86987633e-02]
[ 9.38000962e-02 -2.12077607e-01 -2.55761534e-02 1.07045716e-01
-5.32282234e-02 -8.58551659e-02 2.65713455e-01 1.73612748e-03
1.84620821e-02 -7.40364157e-03]
[ 3.48855646e-02 -1.24686138e-01 -2.11449681e-01 1.46412521e-01
-7.92688523e-02 8.23004527e-02 -2.17926649e-02 -2.03195187e-02
-9.00092688e-02 -6.29287306e-03]
[ -1.14900203e-01 -8.31816311e-02 -1.99533941e-01 1.66806177e-01
-1.47262793e-02 1.31122006e-01 4.06065073e-03 -2.50109919e-01
7.94040554e-02 -1.85641958e-01]
[ -6.09039812e-02 -5.52198879e-02 2.78442213e-01 1.11172126e-01
8.50005563e-02 -6.43704078e-02 -1.16610185e-01 1.21272471e-01
8.46720952e-02 5.07392464e-02]
[ 6.31255949e-02 -1.05387045e-02 8.90783915e-02 9.19753737e-02
9.27432283e-03 -1.76228916e-02 1.91340361e-01 1.20303353e-01
-2.27690398e-02 -5.32610301e-02]
[ 1.19735593e-02 -1.36390907e-01 -2.92120638e-01 -5.10136788e-02
8.10247513e-02 -9.34214873e-02 1.13507654e-01 1.62740525e-01
1.08823176e-01 -3.04764765e-02]
[ 5.56752692e-02 -3.75740614e-02 -1.13058170e-01 5.76870059e-02
-1.57037226e-01 3.17313893e-01 2.68788025e-01 2.05168029e-01
-1.49413401e-01 -4.82268077e-02]
[ 3.83874271e-03 -1.60823237e-02 1.23239443e-01 1.10090882e-01
1.30291583e-02 1.05005875e-01 -9.15726983e-02 -4.16809281e-02
2.19798584e-01 8.80010496e-02]
[ 1.14177153e-01 7.51837488e-02 -4.30241386e-02 -9.28055090e-02
-1.25282963e-01 -3.31889520e-01 1.24396463e-01 8.71095144e-03
1.48089742e-01 9.49376098e-02]
[ -1.03599850e-01 -6.73110513e-02 -1.58864527e-02 2.30219449e-02
-4.92245263e-02 -2.05022074e-01 -4.75646868e-02 -2.02186143e-02
1.92990969e-02 1.26993232e-01]
[ -1.67058315e-01 -1.37807057e-01 -2.05802202e-01 -3.01479253e-02
-2.98002645e-01 3.46071032e-03 7.21967352e-02 -2.62047160e-02
-1.71415507e-02 3.07762712e-02]
[ -3.02052380e-02 -1.42672781e-01 -7.48655389e-02 -1.25124549e-01
5.25427358e-01 2.75173852e-01 6.08439336e-01 1.13150339e-01
-1.80667677e-01 -3.78787224e-01]
[ -1.59262647e-02 -4.53557582e-01 -3.06544716e-02 -7.09755145e-02
6.49134676e-01 9.96548366e-02 5.75990673e-01 9.15298803e-02
3.14613159e-02 -3.86654682e-01]
[ 1.05652228e-02 -5.14424727e-01 -4.40655357e-02 -1.07061546e-01
6.75688860e-01 2.29039065e-02 5.47058363e-01 4.85084862e-02
-3.64727595e-01 -2.20672974e-01]
[ -1.74070068e-01 -6.47095559e-01 -1.04392964e-02 -2.04142069e-01
7.75290212e-01 -9.11591136e-02 6.65873930e-01 -8.32568141e-02
-6.84689928e-02 8.64333386e-02]
[ -3.01997920e-01 -4.74568614e-01 5.41453361e-02 -5.07206239e-02
9.19186445e-01 1.42638732e-01 4.83324120e-01 4.71736053e-02
-9.11865050e-02 -1.38276724e-01]
[ -2.12528515e-01 -3.55369227e-01 2.49815376e-01 -2.47543601e-01
6.80348519e-01 -4.34750448e-02 7.35185509e-01 1.24273990e-02
-2.61329840e-01 -3.10197311e-02]
[ -1.40149425e-01 -2.58059028e-01 -1.84372132e-01 -1.12314054e-01
5.17746729e-01 -2.26887579e-01 2.10662346e-01 1.67753850e-01
-1.76868393e-02 -1.28319007e-01]
[ 9.90632061e-02 2.49521908e-01 1.58800554e-01 -1.09457053e-01
-7.13017273e-02 5.55828424e-02 -1.46721641e-01 2.81007315e-01
6.10501085e-02 1.66692320e-01]
[ 3.50999112e-01 3.44509928e-01 -8.17474226e-02 3.07085469e-01
-8.85012517e-01 -2.85782002e-01 -4.82521435e-01 1.76853824e-01
3.89133436e-01 -2.43812704e-02]
[ 5.06446595e-02 1.27318946e-01 2.54797695e-01 2.51060549e-01
-6.11305905e-02 -1.97819960e-01 -1.81096134e-01 -1.32779931e-01
-1.35657234e-01 -2.85639364e-01]
[ 1.80974551e-02 -9.13106735e-02 -1.21703178e-01 -6.28648187e-02
2.29473925e-01 4.17908863e-02 3.39867664e-03 -1.85711202e-01
2.59009936e-02 1.98915306e-01]
[ 1.53023649e-03 -5.09810178e-02 -6.76175726e-02 -5.32247486e-02
-2.42473458e-02 -1.78535188e-01 7.94476986e-02 9.70573395e-03
3.49884038e-02 1.85676988e-03]
[ 3.04380309e-02 9.64189333e-02 2.43940063e-01 7.43002389e-02
-2.31841176e-01 -1.37044356e-01 8.69216127e-02 3.92982290e-02
-1.85946363e-01 1.06605150e-01]
[ 7.64046681e-02 5.79047289e-02 1.08232465e-01 1.04693475e-02
-2.46648822e-01 6.62135273e-02 3.59679296e-02 -2.70942176e-01
-1.52049773e-02 -8.47357178e-02]
[ -8.84525526e-03 1.14732807e-01 8.46575500e-02 -3.14914433e-02
-6.21665450e-02 1.79284563e-01 7.68278144e-02 1.18013956e-01
-2.15294498e-02 1.71159124e-01]
[ 2.26610817e-01 9.69831025e-02 2.99102265e-02 8.40100838e-02
-1.06711148e-03 -2.58124446e-02 -2.06124731e-01 1.48591727e-01
-5.17625727e-02 -1.65925596e-02]
[ 5.01689787e-02 3.99192105e-02 1.96102382e-02 5.05613829e-02
-4.61475428e-01 -1.26055977e-01 -2.38754542e-01 4.16619698e-02
1.25339466e-01 2.00508229e-01]
[ 5.44348854e-02 4.87882965e-01 1.26282492e-01 4.32328840e-01
-1.26580183e+00 -3.01966077e-01 -5.59431133e-01 -7.14668518e-02
2.96794840e-01 3.37716710e-01]
[ 1.80984011e-01 4.99468358e-01 6.86153938e-02 4.36140831e-01
-1.04995080e+00 -8.38766602e-02 -4.38675320e-01 1.51406154e-01
2.18502203e-01 4.82738456e-01]
[ 2.48038652e-01 3.26101105e-01 2.46272956e-01 1.49214559e-01
-5.05820976e-01 8.07043743e-02 -2.25200287e-01 1.62181709e-01
2.40838247e-01 7.93316778e-02]
[ -7.18788621e-02 2.43431257e-01 2.41684798e-01 1.87722914e-02
-7.18828568e-02 1.30009726e-01 -1.19244455e-01 -1.50311241e-02
-3.06969533e-02 5.28558118e-02]
[ -1.00325286e-01 1.18938521e-02 2.37812184e-02 9.13336545e-02
-6.75843046e-02 1.16317778e-01 2.32036982e-01 1.97159895e-02
-2.75783399e-01 -9.43055147e-02]
[ -2.24781174e-01 -4.43933449e-02 -9.52181391e-02 -3.48918967e-01
1.93576467e-01 1.20438546e-01 1.15870191e-01 1.02889285e-01
-2.10438036e-01 2.88692561e-02]
[ 6.89783914e-03 -4.24697300e-01 -1.28980327e-01 -1.65783477e-01
3.80729360e-01 2.65222277e-02 2.03858394e-01 1.51956049e-01
-1.68673993e-01 -2.26169634e-01]
[ 8.80964943e-02 -2.74677941e-01 -1.66347945e-01 -5.21004737e-02
-7.93951673e-02 -3.58609594e-02 1.53843816e-01 -1.58417563e-01
9.36642679e-02 -1.91935256e-01]
[ -1.10563427e-01 2.38874018e-02 2.67588299e-01 7.61597202e-03
1.43820451e-01 7.54760472e-02 6.34164669e-02 -2.96254625e-01
-1.01990061e-01 -4.78886687e-02]
[ -3.37419388e-01 6.84389304e-03 1.89681961e-02 -1.14563691e-02
1.40474036e-01 -1.80033495e-01 1.33734904e-02 2.35074960e-01
-7.22617292e-02 8.65613565e-02]
[ 1.51729946e-01 -1.70117734e-02 -2.30211847e-01 -6.69451224e-02
9.69454553e-02 -3.03372267e-01 8.59439490e-02 -1.65933358e-01
1.07038798e-02 -1.74459252e-01]
[ 2.19463725e-01 -2.14918494e-01 6.76917578e-02 -1.12219098e-02
8.06217995e-02 -4.12109396e-02 5.34241713e-02 -1.35761917e-01
1.21600918e-01 -1.65297395e-01]
[ -1.01111287e-01 -8.04711971e-02 1.22811503e-01 1.13559558e-01
1.66158503e-02 -1.16485757e-01 2.47031697e-01 -7.80954639e-02
1.84756114e-01 2.52802726e-03]
[ -4.11703263e-02 -2.21677314e-01 1.82186716e-01 -3.10585344e-01
-2.27019150e-01 1.33708832e-01 1.23920314e-01 -1.23642106e-01
-1.44511827e-02 1.80671305e-01]]
[[ 0.615263 ]
[ 1.7487351 ]
[ 0.22302651]
[ 0.86654046]
[-2.75800872]
[-0.2770821 ]
[-1.78587853]
[ 0.06602839]
[ 0.67952009]
[ 0.87035119]]
Progress: 49.2% ... Training loss: 0.264 ... Validation loss: 0.451[[ 1.68396324e-01 2.70825988e-01 -1.02432958e-01 1.10734874e-01
-4.59158010e-01 -7.13448268e-02 -8.81288635e-02 1.20454857e-01
-4.76048442e-02 2.10935904e-01]
[ 1.05950062e-02 1.28472021e-01 -2.02325770e-02 4.40491153e-02
8.36120032e-02 -5.86453297e-03 3.33540560e-01 4.06948092e-02
1.40651028e-01 -3.05975584e-02]
[ 2.11805044e-01 7.90749212e-01 1.59835485e-02 -3.87039210e-02
7.74687050e-01 -2.62660971e-02 -9.66671098e-01 -4.00387567e-02
6.91217851e-02 3.05339996e-01]
[ 6.31522641e-02 -4.30118202e-01 -1.88294143e-01 2.22364336e-01
5.40004593e-04 1.22078279e-01 2.49642592e-01 6.59844171e-02
1.47819379e-01 3.20843760e-01]
[ -3.52569307e-02 4.79971197e-02 -1.50859490e-01 3.40572539e-02
-7.22523980e-02 -1.77348611e-01 1.24638136e-01 -1.17514728e-01
-2.00894387e-01 -6.32024200e-02]
[ -4.06734034e-01 -6.84329015e-01 -3.06376411e-01 1.33824070e-01
-1.84860311e-01 4.62793156e-02 3.94262696e-01 -4.12169126e-02
-4.46962538e-02 -5.05117796e-02]
[ -2.61384674e-03 -2.63440045e-01 1.03821301e-02 9.45164209e-02
-4.60840202e-02 -7.21177165e-02 1.85799914e-01 -1.91448819e-01
2.02156523e-01 4.59100895e-02]
[ 1.09264893e-01 -2.90727248e-01 3.12928077e-02 -7.47785936e-02
-2.92401714e-02 -4.83264785e-02 8.28875849e-02 1.17205566e-01
8.01941891e-02 -2.05470398e-02]
[ -1.77236370e-01 -1.96781992e-01 -3.02285452e-01 -1.99838704e-02
-8.43812121e-02 6.78301893e-02 -8.30606907e-02 -2.96825770e-02
2.69361702e-01 -1.32659840e-01]
[ 1.87411390e-02 -4.64053376e-01 7.00718704e-02 -3.83687533e-02
-2.65904244e-01 -1.02762872e-01 2.40520689e-01 -1.12763314e-01
-1.60509530e-02 4.98035862e-02]
[ -7.98125236e-02 -1.40055373e-01 4.98271513e-03 -1.27886511e-01
-1.14625033e-01 1.02312700e-02 2.41755785e-01 -1.02317555e-01
1.21717896e-03 -1.09401143e-01]
[ -1.20223110e-01 -2.32282444e-01 -6.83384653e-02 1.98489343e-02
2.97859376e-01 9.79610616e-02 1.80423489e-01 -1.57884812e-02
-1.61756791e-01 -2.02569744e-01]
[ -1.59181540e-01 1.72831187e-03 6.09208640e-02 1.87507761e-02
-1.68124441e-01 -2.18657156e-01 -1.73889179e-01 -1.97325468e-01
8.40273454e-02 1.70495084e-01]
[ -2.88431438e-01 -3.55669389e-01 9.27985565e-02 2.07845890e-01
-1.55859939e-01 -6.21211398e-02 1.13768437e-01 -2.61799108e-01
-2.81220977e-01 -9.83875526e-02]
[ 9.34832190e-02 -2.12388465e-01 -2.56643660e-02 1.06644971e-01
-5.22507755e-02 -8.57195663e-02 2.66003653e-01 1.70360982e-03
1.81226851e-02 -7.84520323e-03]
[ 3.40384721e-02 -1.27230517e-01 -2.11755909e-01 1.45206798e-01
-7.64045095e-02 8.26590135e-02 -1.92277676e-02 -2.04060858e-02
-9.09371905e-02 -7.43871339e-03]
[ -1.14921779e-01 -8.33425833e-02 -1.99544892e-01 1.66752633e-01
-1.45114826e-02 1.31130059e-01 4.14103395e-03 -2.50111466e-01
7.93553970e-02 -1.85657055e-01]
[ -5.96391137e-02 -5.21675853e-02 2.78916872e-01 1.12932917e-01
8.01063438e-02 -6.49102985e-02 -1.19681571e-01 1.21411945e-01
8.60025718e-02 5.24760425e-02]
[ 6.20458587e-02 -1.35950435e-02 8.86684553e-02 9.03680734e-02
1.34053280e-02 -1.71357187e-02 1.94465802e-01 1.20180245e-01
-2.39406921e-02 -5.47269508e-02]
[ 1.20990090e-02 -1.35480466e-01 -2.92069324e-01 -5.07722880e-02
7.99385919e-02 -9.35209394e-02 1.12231289e-01 1.62756167e-01
1.08982626e-01 -3.02722919e-02]
[ 5.59037965e-02 -3.74526253e-02 -1.12989050e-01 5.80672124e-02
-1.58198083e-01 3.17214539e-01 2.68469484e-01 2.05190811e-01
-1.49147235e-01 -4.78628947e-02]
[ 4.41484785e-03 -1.47024013e-02 1.23438786e-01 1.10866588e-01
1.05746189e-02 1.04754176e-01 -9.27425018e-02 -4.16192544e-02
2.20385721e-01 8.87588043e-02]
[ 1.14387821e-01 7.60092299e-02 -4.29636506e-02 -9.25125998e-02
-1.27141560e-01 -3.31961919e-01 1.23566447e-01 8.73106325e-03
1.48296244e-01 9.51709772e-02]
[ -1.03712631e-01 -6.76981136e-02 -1.59258288e-02 2.28609095e-02
-4.87082650e-02 -2.04967829e-01 -4.71971277e-02 -2.02314934e-02
1.91802020e-02 1.26814614e-01]
[ -1.67040738e-01 -1.37749909e-01 -2.05791010e-01 -3.01077768e-02
-2.98336250e-01 3.45678048e-03 7.21791586e-02 -2.62037410e-02
-1.71396259e-02 3.07907610e-02]
[ -3.01070818e-02 -1.42602638e-01 -7.48270631e-02 -1.24969365e-01
5.25109632e-01 2.75123812e-01 6.08304150e-01 1.13162719e-01
-1.80548151e-01 -3.78642617e-01]
[ -1.58022380e-02 -4.53558585e-01 -3.06037305e-02 -7.07773488e-02
6.48797830e-01 9.95891779e-02 5.75796656e-01 9.15452030e-02
3.15918560e-02 -3.86503251e-01]
[ 1.10196573e-02 -5.13680360e-01 -4.39048269e-02 -1.06395399e-01
6.74378700e-01 2.27013272e-02 5.45981627e-01 4.85581455e-02
-3.64207656e-01 -2.20002850e-01]
[ -1.74242916e-01 -6.47574267e-01 -1.05061128e-02 -2.04404163e-01
7.76037284e-01 -9.10786801e-02 6.66323178e-01 -8.32766850e-02
-6.86611820e-02 8.61869313e-02]
[ -3.02097818e-01 -4.74873026e-01 5.41188738e-02 -5.08279084e-02
9.19551901e-01 1.42670092e-01 4.83696763e-01 4.71655284e-02
-9.12800922e-02 -1.38396130e-01]
[ -2.12391300e-01 -3.55193191e-01 2.49867893e-01 -2.47338657e-01
6.79862277e-01 -4.35429292e-02 7.34988015e-01 1.24440399e-02
-2.61174559e-01 -3.08101662e-02]
[ -1.39831569e-01 -2.57352743e-01 -1.84255575e-01 -1.11858105e-01
5.16561044e-01 -2.27032400e-01 2.09799404e-01 1.67786969e-01
-1.73397862e-02 -1.27893037e-01]
[ 9.87766649e-02 2.48558097e-01 1.58692535e-01 -1.09856442e-01
-6.99333450e-02 5.57073296e-02 -1.45760399e-01 2.80976725e-01
6.07219471e-02 1.66316090e-01]
[ 3.50842823e-01 3.43862295e-01 -8.18053869e-02 3.06815633e-01
-8.84850794e-01 -2.85706494e-01 -4.81926772e-01 1.76833711e-01
3.88895401e-01 -2.46058939e-02]
[ 5.05402863e-02 1.26974748e-01 2.54747800e-01 2.50865837e-01
-6.05163234e-02 -1.97760142e-01 -1.81009664e-01 -1.32795676e-01
-1.35811368e-01 -2.85836238e-01]
[ 1.81885344e-02 -9.12798281e-02 -1.21682363e-01 -6.27047463e-02
2.29209385e-01 4.17490228e-02 3.36465901e-03 -1.85701949e-01
2.60138101e-02 1.99050790e-01]
[ 1.18954132e-03 -5.16871789e-02 -6.77358026e-02 -5.37165294e-02
-2.27829310e-02 -1.78383575e-01 8.01593941e-02 9.66706792e-03
3.45925463e-02 1.34847362e-03]
[ 3.02780764e-02 9.60418297e-02 2.43878193e-01 7.40739225e-02
-2.31046087e-01 -1.36969674e-01 8.73313366e-02 3.92799245e-02
-1.86145984e-01 1.06359108e-01]
[ 7.61778234e-02 5.73944288e-02 1.08148438e-01 1.01312248e-02
-2.46001426e-01 6.63126901e-02 3.64435697e-02 -2.70966772e-01
-1.54762090e-02 -8.50798446e-02]
[ -9.66575544e-03 1.12632015e-01 8.43627595e-02 -3.26355258e-02
-5.87016212e-02 1.79649012e-01 7.88583492e-02 1.17929962e-01
-2.24348658e-02 1.69986874e-01]
[ 2.27449115e-01 1.00075971e-01 3.02691106e-02 8.54066285e-02
-5.74811214e-03 -2.62809039e-02 -2.08774249e-01 1.48698565e-01
-5.06734697e-02 -1.52189242e-02]
[ 5.01764993e-02 3.97844914e-02 1.95999297e-02 5.05411975e-02
-4.61545155e-01 -1.26070313e-01 -2.38620891e-01 4.16621910e-02
1.25326758e-01 2.00528713e-01]
[ 5.44113239e-02 4.88310342e-01 1.26266495e-01 4.32262066e-01
-1.26776986e+00 -3.01889828e-01 -5.59226958e-01 -7.14727588e-02
2.96707285e-01 3.37586080e-01]
[ 1.80731091e-01 4.99233258e-01 6.85297964e-02 4.35753489e-01
-1.04960731e+00 -8.37365330e-02 -4.38254947e-01 1.51376691e-01
2.18183489e-01 4.82397491e-01]
[ 2.48197553e-01 3.26515527e-01 2.46334512e-01 1.49437633e-01
-5.06465800e-01 8.06288246e-02 -2.25720759e-01 1.62196976e-01
2.41025019e-01 7.95859099e-02]
[ -7.16174821e-02 2.43956425e-01 2.41784066e-01 1.91613608e-02
-7.29875361e-02 1.29887769e-01 -1.19770813e-01 -1.50030734e-02
-3.03958601e-02 5.31908535e-02]
[ -1.00342186e-01 1.18981380e-02 2.37750619e-02 9.13096061e-02
-6.75451182e-02 1.16325514e-01 2.32035970e-01 1.97140001e-02
-2.75803829e-01 -9.43319402e-02]
[ -2.24590064e-01 -4.39546304e-02 -9.51463206e-02 -3.48624211e-01
1.92808277e-01 1.20347324e-01 1.15496982e-01 1.02910553e-01
-2.10223615e-01 2.91412847e-02]
[ 7.11870021e-03 -4.24328160e-01 -1.28897872e-01 -1.65455647e-01
3.79761283e-01 2.64176269e-02 2.03348308e-01 1.51980840e-01
-1.68423648e-01 -2.25855280e-01]
[ 8.90762471e-02 -2.71806749e-01 -1.65957609e-01 -5.05086079e-02
-8.53415933e-02 -3.63551209e-02 1.51384862e-01 -1.58296988e-01
9.48548347e-02 -1.90422928e-01]
[ -1.10472302e-01 2.36988979e-02 2.67640738e-01 7.80826115e-03
1.44106611e-01 7.54141293e-02 6.35626602e-02 -2.96238050e-01
-1.01869647e-01 -4.77246944e-02]
[ -3.37530525e-01 6.81043309e-03 1.89019745e-02 -1.16368099e-02
1.40529943e-01 -1.79983943e-01 1.31836162e-02 2.35052572e-01
-7.24273271e-02 8.62826978e-02]
[ 1.51361248e-01 -1.75342626e-02 -2.30347333e-01 -6.75157930e-02
9.80181838e-02 -3.03169405e-01 8.68308609e-02 -1.65976456e-01
1.02386622e-02 -1.75068962e-01]
[ 2.20065394e-01 -2.13761885e-01 6.79045703e-02 -1.04260577e-02
7.88190425e-02 -4.14819335e-02 5.18363502e-02 -1.35697863e-01
1.22140357e-01 -1.64547438e-01]
[ -1.01006762e-01 -8.05536044e-02 1.22856391e-01 1.13748501e-01
1.59028910e-02 -1.16546726e-01 2.47031241e-01 -7.80830352e-02
1.84886861e-01 2.74206147e-03]
[ -4.22280511e-02 -2.24682540e-01 1.81815610e-01 -3.12063415e-01
-2.24066132e-01 1.34181113e-01 1.26893326e-01 -1.23754760e-01
-1.55922835e-02 1.79294059e-01]]
[[ 0.61715413]
[ 1.7482241 ]
[ 0.22480405]
[ 0.86769199]
[-2.75401137]
[-0.27493079]
[-1.78520602]
[ 0.06791881]
[ 0.68221176]
[ 0.87091415]]
Progress: 49.3% ... Training loss: 0.263 ... Validation loss: 0.452[[ 0.16893407 0.27152222 -0.10220439 0.11153176 -0.45928036 -0.0715976
-0.08866986 0.12052293 -0.04699816 0.21163647]
[ 0.01043718 0.12810192 -0.02029979 0.04379045 0.08416628 -0.00578206
0.33383573 0.0406746 0.14044807 -0.03084554]
[ 0.20964007 0.78744502 0.01517404 -0.04206018 0.78233674 -0.02524591
-0.96374748 -0.0402979 0.06656734 0.30220819]
[ 0.0641118 -0.42744925 -0.18792801 0.2239343 -0.00507515 0.12162834
0.24718906 0.06609041 0.14882942 0.32214279]
[-0.03662004 0.04399079 -0.15134367 0.03224793 -0.06700645 -0.17672808
0.12964073 -0.11764489 -0.20237368 -0.06514192]
[-0.40545589 -0.68227054 -0.30590984 0.13576003 -0.1896559 0.04568658
0.39222958 -0.04106814 -0.04331596 -0.0488452 ]
[-0.00160059 -0.26106635 0.01076006 0.09593625 -0.04964672 -0.07255797
0.18336584 -0.19132611 0.20331009 0.04732933]
[ 0.10832582 -0.29334933 0.03096453 -0.07603994 -0.02638598 -0.0479162
0.08504548 0.11709658 0.07911648 -0.02192615]
[-0.1768684 -0.19638647 -0.30216301 -0.01950391 -0.08640538 0.06765207
-0.08372224 -0.02964493 0.26974009 -0.13216821]
[ 0.01859876 -0.46581006 0.06999607 -0.038683 -0.2647571 -0.10265615
0.2418482 -0.11278108 -0.01630512 0.04935825]
[-0.07783501 -0.13589969 0.00574591 -0.12489118 -0.12325283 0.00927522
0.23730248 -0.10208954 0.00343515 -0.10657746]
[-0.12033794 -0.23247583 -0.06838719 0.01974226 0.29781175 0.09800957
0.18057845 -0.01579858 -0.16188606 -0.20274974]
[-0.15918154 0.00172831 0.06092086 0.01875078 -0.16812444 -0.21865716
-0.17388918 -0.19732547 0.08402735 0.17049508]
[-0.28839123 -0.35528381 0.09280794 0.20802217 -0.15743082 -0.06214927
0.11364815 -0.26179153 -0.28122736 -0.09836599]
[ 0.09425891 -0.21135479 -0.02537357 0.10775894 -0.05396631 -0.08607363
0.26506665 0.00179249 0.01900005 -0.00678381]
[ 0.03480602 -0.12560899 -0.21146634 0.1462959 -0.07835301 0.08231153
-0.02113271 -0.02031645 -0.09004105 -0.00640184]
[-0.11533016 -0.08470769 -0.19968788 0.16618693 -0.01255668 0.1313083
0.00546149 -0.25015139 0.07890206 -0.18621735]
[-0.05915854 -0.05136152 0.279106 0.11365212 0.07798934 -0.06512155
-0.12055746 0.12147019 0.08655765 0.05314209]
[ 0.06278138 -0.01141822 0.08891327 0.09132757 0.01031397 -0.01744761
0.19229562 0.12025852 -0.02317243 -0.05374829]
[ 0.01153079 -0.13694252 -0.29229221 -0.05160909 0.08201151 -0.09327006
0.11344927 0.16268783 0.10831427 -0.03113568]
[ 0.05611505 -0.03678502 -0.11288672 0.05848275 -0.15962413 0.31709144
0.26774097 0.20521745 -0.14888986 -0.04759239]
[ 0.00371074 -0.01682833 0.12319066 0.10986517 0.01335941 0.10508627
-0.09069346 -0.04169992 0.21957841 0.08780422]
[ 0.1148232 0.07671986 -0.04282403 -0.09195713 -0.12954733 -0.33216063
0.12268161 0.00877485 0.14875226 0.09574351]
[-0.1037448 -0.06777163 -0.01593751 0.02281462 -0.04856086 -0.20495175
-0.04714534 -0.02023491 0.01914505 0.12676797]
[-0.16705373 -0.1379196 -0.2057923 -0.0301122 -0.29854935 0.00345329
0.07219071 -0.02620428 -0.01714478 0.03080644]
[-0.0300984 -0.14300703 -0.07481722 -0.12490282 0.52522055 0.27510457
0.608744 0.11316968 -0.18051696 -0.37864928]
[-0.01586609 -0.45374481 -0.03062707 -0.07086514 0.64920962 0.09961648
0.57595932 0.0915384 0.03152362 -0.38660048]
[ 0.01105728 -0.51361546 -0.04389183 -0.10634277 0.6742438 0.02268497
0.54588188 0.04856231 -0.36416878 -0.21994994]
[-0.17415324 -0.64768583 -0.01046469 -0.20424095 0.77548553 -0.09113215
0.66632025 -0.08326488 -0.06854323 0.08635386]
[-0.30189075 -0.4746597 0.05420275 -0.05049799 0.91862091 0.14256611
0.48342389 0.04719116 -0.09102487 -0.13808264]
[-0.21255814 -0.35560762 0.2498054 -0.24757854 0.68060567 -0.04346539
0.73546396 0.01242478 -0.26135102 -0.03104334]
[-0.13960505 -0.25689708 -0.1841858 -0.11151597 0.51543927 -0.22713153
0.20927435 0.16781352 -0.01707928 -0.12757537]
[ 0.09864663 0.24815843 0.15864328 -0.11003103 -0.06996587 0.05577728
-0.14551065 0.28095637 0.06050669 0.16609107]
[ 0.35140582 0.34537042 -0.081567 0.30771616 -0.88745779 -0.28599906
-0.48338541 0.17690407 0.38957836 -0.02372578]
[ 0.05079864 0.12715696 0.25484908 0.25120256 -0.060879 -0.19787654
-0.18155237 -0.13276665 -0.13551674 -0.28548762]
[ 0.01811574 -0.0916691 -0.12171647 -0.06281314 0.22967835 0.04178752
0.00368531 -0.18571173 0.02591527 0.19891362]
[ 0.00193072 -0.04985636 -0.06748621 -0.0526866 -0.02587493 -0.17872798
0.0780573 0.00974669 0.03534437 0.00231475]
[ 0.0303137 0.09613035 0.24389128 0.07412408 -0.23118487 -0.13698424
0.08722826 0.039284 -0.18610655 0.10641024]
[ 0.07597558 0.05708577 0.10807195 0.00978312 -0.24527689 0.06639927
0.03672924 -0.27099094 -0.01572245 -0.08536284]
[-0.01013273 0.11147156 0.08417818 -0.03333432 -0.05666565 0.17985849
0.0801041 0.11787653 -0.02297114 0.16929412]
[ 0.22813819 0.10156323 0.03052095 0.08638497 -0.00812673 -0.02659144
-0.21044597 0.14877265 -0.04994215 -0.01428974]
[ 0.05051223 0.04068228 0.01972392 0.0510051 -0.46319617 -0.12620869
-0.23936566 0.04169959 0.12568853 0.20093536]
[ 0.05421161 0.48811293 0.12617894 0.43196826 -1.26752202 -0.30178596
-0.55875239 -0.07149626 0.29644181 0.33725679]
[ 0.18084673 0.49946162 0.06859709 0.43595597 -1.05066907 -0.08375737
-0.43854765 0.15139168 0.21837912 0.48256734]
[ 0.24814764 0.32636481 0.24631649 0.14936828 -0.50626097 0.08064982
-0.22557529 0.1621918 0.24097153 0.07951552]
[-0.07135869 0.24467786 0.24187785 0.01953292 -0.07417401 0.12977012
-0.12049138 -0.01497413 -0.03010687 0.05351874]
[-0.10014266 0.01244331 0.02384937 0.09160595 -0.06825804 0.11623267
0.2315271 0.0197369 -0.27558852 -0.09404593]
[-0.22511611 -0.04575444 -0.09534261 -0.34936607 0.19551771 0.12057915
0.11726115 0.10285533 -0.21080808 0.02844572]
[ 0.00695094 -0.42482354 -0.12895855 -0.16570308 0.38053851 0.02649111
0.20385874 0.15196219 -0.16861026 -0.22610338]
[ 0.08968204 -0.27125757 -0.16576548 -0.04964299 -0.08709558 -0.03660656
0.15048361 -0.15823174 0.09543402 -0.18973892]
[-0.11044397 0.02360391 0.26765495 0.00787592 0.14360136 0.07539417
0.06347372 -0.2962287 -0.10179821 -0.04763878]
[-0.33773266 0.00618497 0.01884324 -0.01182802 0.14107182 -0.17993954
0.01381365 0.23503437 -0.0726164 0.08599803]
[ 0.15073633 -0.01931745 -0.23059196 -0.06841419 0.10019426 -0.30287422
0.08863476 -0.1660439 0.0095289 -0.17606468]
[ 0.2202751 -0.21352854 0.06798084 -0.01013223 0.07844399 -0.04157562
0.05162636 -0.13567405 0.12237563 -0.16429535]
[-0.10022342 -0.07859489 0.12316681 0.11491658 0.01256295 -0.11691386
0.24507535 -0.07799482 0.18574032 0.00377652]
[-0.04130786 -0.22271452 0.18216461 -0.31079459 -0.22833813 0.13377292
0.12464464 -0.12365561 -0.01459827 0.18071634]]
[[ 0.62219995]
[ 1.74941116]
[ 0.23060492]
[ 0.87528543]
[-2.75339134]
[-0.26887989]
[-1.77472552]
[ 0.07384669]
[ 0.68923356]
[ 0.87624347]]
Progress: 49.4% ... Training loss: 0.262 ... Validation loss: 0.451[[ 0.17152699 0.27886708 -0.10122613 0.11527033 -0.46916259 -0.07276392
-0.09580418 0.12085374 -0.0442021 0.21529075]
[ 0.01015227 0.12772374 -0.02039719 0.04343275 0.08544378 -0.00567097
0.33432412 0.04064314 0.14014614 -0.03116487]
[ 0.20952917 0.78649117 0.01523523 -0.04198091 0.78202151 -0.02528755
-0.96350074 -0.0402877 0.06644995 0.30223273]
[ 0.0646421 -0.4268018 -0.18768063 0.22485977 -0.00589998 0.12128776
0.24623308 0.06616174 0.14947641 0.32312537]
[-0.0398947 0.03510684 -0.15258792 0.0277881 -0.05433906 -0.17542614
0.13817537 -0.11802009 -0.20573075 -0.06954004]
[-0.40567944 -0.68238001 -0.3060194 0.13538025 -0.18888931 0.04581052
0.39237928 -0.04109875 -0.04363047 -0.04921707]
[-0.00156489 -0.26009076 0.01077087 0.09600811 -0.04933902 -0.07262274
0.1824374 -0.19130108 0.2033035 0.04754009]
[ 0.10899355 -0.29202219 0.03122627 -0.07506734 -0.03038565 -0.04822708
0.08266045 0.11717398 0.07989575 -0.02098778]
[-0.17600156 -0.19469575 -0.30183383 -0.0182216 -0.08942456 0.06729241
-0.08511242 -0.02953426 0.27065231 -0.13101171]
[ 0.01884674 -0.46499458 0.07004224 -0.03839622 -0.26542842 -0.10268655
0.24074486 -0.11274917 -0.01620169 0.04969525]
[-0.07671859 -0.13273755 0.0061551 -0.12341029 -0.12764767 0.0087605
0.23386146 -0.10194879 0.00457043 -0.1050638 ]
[-0.12035562 -0.23256948 -0.06835039 0.01992159 0.29693337 0.09794331
0.18056885 -0.01578876 -0.16175436 -0.20266666]
[-0.15918154 0.00172831 0.06092086 0.01875078 -0.16812444 -0.21865716
-0.17388918 -0.19732547 0.08402735 0.17049508]
[-0.28860361 -0.35550037 0.09270668 0.20765239 -0.15704439 -0.06203486
0.11391241 -0.26182297 -0.28151945 -0.09869893]
[ 0.09457892 -0.21052179 -0.0252577 0.10818312 -0.05425085 -0.08619024
0.26422747 0.00182918 0.01934702 -0.00637151]
[ 0.03428167 -0.12614603 -0.21164575 0.14555146 -0.07686204 0.08249871
-0.02083508 -0.02036845 -0.09065477 -0.00707243]
[-0.1153119 -0.08465421 -0.1996916 0.16616463 -0.01216624 0.13129465
0.00522544 -0.25014568 0.07887654 -0.18620527]
[-0.05904921 -0.05061763 0.27913196 0.11385069 0.07757591 -0.06517909
-0.12081317 0.12148903 0.08667641 0.05337111]
[ 0.06240421 -0.01239857 0.08878025 0.09080769 0.0116912 -0.01728519
0.19332281 0.12021389 -0.0236115 -0.054287 ]
[ 0.01072757 -0.13923842 -0.29260713 -0.05277148 0.08506088 -0.09291766
0.11520723 0.16258133 0.10736014 -0.03227189]
[ 0.05683537 -0.03519315 -0.11258094 0.05957657 -0.1634756 0.31674742
0.26560445 0.20531166 -0.14798471 -0.04659983]
[ 0.00464771 -0.01437461 0.12353065 0.11117024 0.00959599 0.10468498
-0.09311285 -0.04158722 0.22064561 0.08917026]
[ 0.11550461 0.07835381 -0.04255833 -0.09096082 -0.13200944 -0.33243406
0.12138399 0.00886106 0.14941059 0.09663485]
[-0.10368478 -0.06761022 -0.01591288 0.02291038 -0.04878082 -0.20497385
-0.0472492 -0.02022719 0.01922053 0.12685291]
[-0.16663622 -0.13747709 -0.20564575 -0.02946014 -0.3001934 0.00325415
0.07157804 -0.02614932 -0.01662175 0.03143036]
[-0.0300984 -0.14300703 -0.07481722 -0.12490282 0.52522055 0.27510457
0.608744 0.11316968 -0.18051696 -0.37864928]
[-0.01580008 -0.45369129 -0.03060363 -0.07077513 0.64898357 0.09958773
0.57587421 0.09154658 0.03159686 -0.38651209]
[ 0.01127847 -0.51335833 -0.04380832 -0.10599604 0.67329319 0.02258128
0.54556154 0.04859058 -0.3639148 -0.21963794]
[-0.17433021 -0.64790322 -0.01052885 -0.2044838 0.77620516 -0.09105794
0.66658972 -0.08328599 -0.0687343 0.08613122]
[-0.30165535 -0.47421726 0.05429005 -0.05016429 0.91789442 0.14246405
0.48277834 0.04721914 -0.09076924 -0.13776024]
[-0.21251916 -0.35555363 0.24982025 -0.24752307 0.68048331 -0.04347846
0.73547312 0.01242828 -0.26130928 -0.03098834]
[-0.13957685 -0.25694174 -0.18417027 -0.11142534 0.51515135 -0.22715428
0.20927849 0.16782025 -0.01701538 -0.12749956]
[ 0.09882673 0.24936581 0.15870869 -0.10976236 -0.07126131 0.05569596
-0.14666594 0.28097805 0.06070735 0.16631416]
[ 0.35212083 0.34707125 -0.08127543 0.30874488 -0.88964631 -0.28634223
-0.48529952 0.17700144 0.39035471 -0.02266469]
[ 0.05059569 0.12682991 0.2547839 0.25089018 -0.06036381 -0.19778177
-0.18136017 -0.1327921 -0.13575503 -0.28576846]
[ 0.01753485 -0.09308862 -0.12195801 -0.06373117 0.23146372 0.04204309
0.00471565 -0.1857874 0.02521427 0.19801641]
[ 0.00278516 -0.04801106 -0.06719757 -0.0515017 -0.02892955 -0.17909338
0.07604865 0.00984645 0.03625578 0.00349185]
[ 0.0301404 0.09571415 0.24382057 0.07386043 -0.23051677 -0.136905
0.08754799 0.03926179 -0.18631713 0.10614357]
[ 0.07513937 0.05489246 0.10776571 0.00858991 -0.24180072 0.06676048
0.03890437 -0.27108992 -0.01661884 -0.08652132]
[-0.00998289 0.11192181 0.08423181 -0.03313341 -0.05733849 0.1797956
0.07963973 0.11789394 -0.02281732 0.16950379]
[ 0.22818447 0.10165705 0.03053397 0.08644662 -0.00852777 -0.02661247
-0.21057179 0.14877775 -0.04989904 -0.01423303]
[ 0.05015354 0.03979117 0.01957511 0.05041575 -0.46169274 -0.12603081
-0.2385897 0.04165556 0.12523987 0.20035989]
[ 0.05491862 0.49014682 0.12648106 0.43315208 -1.26907213 -0.30208895
-0.5599901 -0.07139922 0.29711006 0.33830893]
[ 0.18144615 0.50081754 0.06883681 0.43686199 -1.05394137 -0.08405201
-0.44023238 0.15147078 0.21915933 0.48355176]
[ 0.24802253 0.32612128 0.24625365 0.14914035 -0.50585851 0.08071673
-0.22513207 0.16217317 0.24081993 0.07930634]
[-0.07131236 0.24519244 0.24189167 0.01961668 -0.07457761 0.12974847
-0.1208921 -0.01496785 -0.03004456 0.0535612 ]
[-0.10014386 0.01250041 0.02384862 0.09160182 -0.06830943 0.11623478
0.23148788 0.01973655 -0.27559149 -0.09404804]
[-0.2252788 -0.04622059 -0.09540811 -0.34960204 0.19603567 0.12065108
0.1176457 0.10283676 -0.21096604 0.02822625]
[ 0.00702745 -0.42478679 -0.12893323 -0.16560356 0.38020895 0.02645931
0.20378249 0.15197127 -0.168526 -0.22599783]
[ 0.08953787 -0.27120075 -0.16586779 -0.04996293 -0.08744115 -0.03651251
0.15034719 -0.15826021 0.09518811 -0.18996096]
[-0.11043683 0.02431051 0.26766813 0.00792587 0.14332301 0.07536508
0.06249343 -0.29621733 -0.10177928 -0.04765233]
[-0.33806751 0.0055369 0.01870969 -0.01229825 0.14216015 -0.17978865
0.01445768 0.23499248 -0.07299417 0.08550044]
[ 0.1517825 -0.01707804 -0.23016469 -0.06679691 0.0960774 -0.30335799
0.08668306 -0.16590102 0.01062679 -0.17469228]
[ 0.22131533 -0.21113052 0.06837118 -0.00871478 0.07593284 -0.04202927
0.04885241 -0.13554478 0.1234614 -0.16280435]
[-0.10107869 -0.08088388 0.12286581 0.11382413 0.0152852 -0.11656733
0.24720401 -0.07809328 0.18485727 0.0027248 ]
[-0.04072039 -0.22129434 0.18236286 -0.31004965 -0.23084133 0.13353658
0.12316034 -0.1235878 -0.01392372 0.18157158]]
[[ 0.62922975]
[ 1.75458183]
[ 0.23513934]
[ 0.88072594]
[-2.75367134]
[-0.26442108]
[-1.7715281 ]
[ 0.07992939]
[ 0.69661001]
[ 0.88265931]]
Progress: 49.4% ... Training loss: 0.263 ... Validation loss: 0.452[[ 1.73575724e-01 2.84431153e-01 -1.00425669e-01 1.18353522e-01
-4.78246649e-01 -7.36403889e-02 -1.00727672e-01 1.21144318e-01
-4.17875119e-02 2.18224553e-01]
[ 1.04738535e-02 1.28512300e-01 -2.02627634e-02 4.39460825e-02
8.39445433e-02 -5.80909824e-03 3.33474102e-01 4.06910126e-02
1.40553789e-01 -3.06382432e-02]
[ 2.12395488e-01 7.91981556e-01 1.63381192e-02 -3.79173955e-02
7.72410578e-01 -2.64427530e-02 -9.69948495e-01 -3.99091210e-02
6.97749027e-02 3.06046225e-01]
[ 6.41981006e-02 -4.27816547e-01 -1.87818232e-01 2.24277695e-01
-2.03455424e-03 1.21434509e-01 2.48115748e-01 6.60900609e-02
1.49106080e-01 3.22516285e-01]
[ -3.92155685e-02 3.56111704e-02 -1.52265342e-01 2.88790944e-02
-5.53576802e-02 -1.75794848e-01 1.37545586e-01 -1.17909854e-01
-2.05042249e-01 -6.83394891e-02]
[ -4.06841351e-01 -6.83539680e-01 -3.06412297e-01 1.33845528e-01
-1.86843379e-01 4.62931252e-02 3.93806200e-01 -4.12502047e-02
-4.49630934e-02 -5.08053282e-02]
[ -5.91048001e-04 -2.58165436e-01 1.11000613e-02 9.73215900e-02
-5.33883947e-02 -7.30366132e-02 1.80395188e-01 -1.91158635e-01
2.04344835e-01 4.89696688e-02]
[ 1.09068146e-01 -2.91631435e-01 3.12929825e-02 -7.48939338e-02
-3.18431133e-02 -4.82206692e-02 8.20256745e-02 1.17185053e-01
8.00113706e-02 -2.09639681e-02]
[ -1.76124579e-01 -1.94670428e-01 -3.01874396e-01 -1.83803831e-02
-8.92620850e-02 6.73481853e-02 -8.45898941e-02 -2.95511923e-02
2.70668657e-01 -1.31302008e-01]
[ 1.96930124e-02 -4.61623613e-01 7.03744499e-02 -3.71678083e-02
-2.72198041e-01 -1.02992030e-01 2.37342150e-01 -1.12633656e-01
-1.52648967e-02 5.07907056e-02]
[ -7.74156127e-02 -1.34457332e-01 5.91805646e-03 -1.24339296e-01
-1.25106879e-01 9.03554995e-03 2.35695649e-01 -1.02026651e-01
3.84556672e-03 -1.06014598e-01]
[ -1.20741369e-01 -2.33038927e-01 -6.84831103e-02 1.94155483e-02
2.97863761e-01 9.81046577e-02 1.81409827e-01 -1.58412800e-02
-1.62125627e-01 -2.03236473e-01]
[ -1.59181540e-01 1.72831187e-03 6.09208640e-02 1.87507761e-02
-1.68124441e-01 -2.18657156e-01 -1.73889179e-01 -1.97325468e-01
8.40273454e-02 1.70495084e-01]
[ -2.88307146e-01 -3.54331793e-01 9.28428433e-02 2.08143061e-01
-1.58081747e-01 -6.21823031e-02 1.12710819e-01 -2.61782574e-01
-2.81210189e-01 -9.82174227e-02]
[ 9.38938721e-02 -2.11476014e-01 -2.54984909e-02 1.07295202e-01
-5.30253098e-02 -8.58990826e-02 2.65253164e-01 1.74092781e-03
1.85809600e-02 -7.31360403e-03]
[ 3.36301030e-02 -1.27562231e-01 -2.11884006e-01 1.44615261e-01
-7.48117043e-02 8.27688688e-02 -1.93190299e-02 -2.04520424e-02
-9.13602865e-02 -7.97680574e-03]
[ -1.15886230e-01 -8.64829523e-02 -1.99908831e-01 1.65337397e-01
-9.73662268e-03 1.31532470e-01 6.93127754e-03 -2.50205127e-01
7.82301289e-02 -1.86933733e-01]
[ -5.80403537e-02 -4.83600210e-02 2.79465949e-01 1.15243198e-01
7.36811933e-02 -6.55982869e-02 -1.23036184e-01 1.21620062e-01
8.77818701e-02 5.47660131e-02]
[ 6.31883831e-02 -1.02943256e-02 8.90871200e-02 9.19087799e-02
8.13984700e-03 -1.76155473e-02 1.91133489e-01 1.20315842e-01
-2.27612565e-02 -5.31839332e-02]
[ 1.17536709e-02 -1.36588717e-01 -2.92198717e-01 -5.12159678e-02
7.99144516e-02 -9.33169063e-02 1.12411157e-01 1.62719444e-01
1.08570018e-01 -3.08894641e-02]
[ 5.63205281e-02 -3.64483222e-02 -1.12764574e-01 5.88023416e-02
-1.61451401e-01 3.16975516e-01 2.66722573e-01 2.05238382e-01
-1.48594320e-01 -4.73963647e-02]
[ 3.97077592e-03 -1.59293565e-02 1.23284086e-01 1.10256644e-01
1.22630613e-02 1.04955394e-01 -9.13959040e-02 -4.16711089e-02
2.19950788e-01 8.82923362e-02]
[ 1.15858124e-01 7.91635564e-02 -4.24244223e-02 -9.05138168e-02
-1.33243304e-01 -3.32568983e-01 1.20726470e-01 8.90579412e-03
1.49871268e-01 9.70061435e-02]
[ -1.03910598e-01 -6.78736301e-02 -1.59925984e-02 2.26314298e-02
-4.84383952e-02 -2.04882000e-01 -4.67295015e-02 -2.02566641e-02
1.90026252e-02 1.26536167e-01]
[ -1.67013280e-01 -1.38012742e-01 -2.05796445e-01 -3.00354286e-02
-2.99367310e-01 3.42673665e-03 7.23156701e-02 -2.62024786e-02
-1.70762716e-02 3.08381393e-02]
[ -3.00947024e-02 -1.43218110e-01 -7.48195115e-02 -1.24902068e-01
5.25220694e-01 2.75103371e-01 6.08861462e-01 1.13169538e-01
-1.80509178e-01 -3.78607000e-01]
[ -1.56500708e-02 -4.53431406e-01 -3.05481695e-02 -7.05765500e-02
6.48308686e-01 9.95264285e-02 5.75500645e-01 9.15653068e-02
3.17334923e-02 -3.86319335e-01]
[ 1.11556665e-02 -5.13911966e-01 -4.38501738e-02 -1.06155835e-01
6.73652630e-01 2.26301712e-02 5.46138896e-01 4.85758046e-02
-3.64049372e-01 -2.19814046e-01]
[ -1.74364070e-01 -6.48017942e-01 -1.05446464e-02 -2.04540516e-01
7.76340727e-01 -9.10421875e-02 6.66729557e-01 -8.32912331e-02
-6.87760017e-02 8.60706433e-02]
[ -3.01606426e-01 -4.74184339e-01 5.43031023e-02 -5.01252893e-02
9.17966135e-01 1.42444696e-01 4.82676452e-01 4.72243071e-02
-9.07160025e-02 -1.37691892e-01]
[ -2.12661253e-01 -3.55884130e-01 2.49766509e-01 -2.47731797e-01
6.81128779e-01 -4.34142616e-02 7.35737180e-01 1.24110451e-02
-2.61478373e-01 -3.11927344e-02]
[ -1.39457618e-01 -2.56642251e-01 -1.84125675e-01 -1.11256930e-01
5.14715575e-01 -2.27200346e-01 2.08935885e-01 1.67836078e-01
-1.68716968e-02 -1.27320149e-01]
[ 9.85283272e-02 2.49193173e-01 1.58585782e-01 -1.10200672e-01
-7.05233308e-02 5.58314517e-02 -1.46384468e-01 2.80935968e-01
6.03443670e-02 1.65853420e-01]
[ 3.52170602e-01 3.47232921e-01 -8.12504482e-02 3.08825502e-01
-8.90026937e-01 -2.86374533e-01 -4.85515543e-01 1.77009934e-01
3.90396031e-01 -2.25747965e-02]
[ 5.03570358e-02 1.26295229e-01 2.54719902e-01 2.50544849e-01
-5.94362156e-02 -1.97674108e-01 -1.80960350e-01 -1.32823267e-01
-1.36039058e-01 -2.86130208e-01]
[ 1.73104105e-02 -9.37335378e-02 -1.22034953e-01 -6.40436491e-02
2.32462574e-01 4.21387392e-02 5.36640178e-03 -1.85815704e-01
2.49735986e-02 1.97727687e-01]
[ 3.34359641e-03 -4.65876982e-02 -6.69638733e-02 -5.06329893e-02
-3.13025176e-02 -1.79324899e-01 7.46092349e-02 9.92604004e-03
3.69942091e-02 4.36082363e-03]
[ 3.11332951e-02 9.83232033e-02 2.44142215e-01 7.52177195e-02
-2.34649293e-01 -1.37320292e-01 8.52423373e-02 3.93919441e-02
-1.85215924e-01 1.07404588e-01]
[ 7.37975654e-02 5.18060399e-02 1.07267217e-01 6.73191059e-03
-2.36907209e-01 6.73112866e-02 4.18100378e-02 -2.71254647e-01
-1.80419444e-02 -8.83863497e-02]
[ -9.74916043e-03 1.12534274e-01 8.43403925e-02 -3.27325455e-02
-5.77326987e-02 1.79675146e-01 7.89316123e-02 1.17928308e-01
-2.25797663e-02 1.69932105e-01]
[ 2.28190976e-01 1.01683247e-01 3.05400215e-02 8.64523098e-02
-8.47763336e-03 -2.66145754e-02 -2.10602526e-01 1.48778382e-01
-4.98916078e-02 -1.42261188e-02]
[ 5.01084183e-02 3.99528663e-02 1.95735452e-02 5.03749986e-02
-4.61903746e-01 -1.26015040e-01 -2.38704297e-01 4.16476987e-02
1.25194832e-01 2.00262067e-01]
[ 5.52462657e-02 4.90717477e-01 1.26611078e-01 4.33659931e-01
-1.27079231e+00 -3.02185710e-01 -5.60123632e-01 -7.13582481e-02
2.97487914e-01 3.38647035e-01]
[ 1.81201072e-01 5.00578281e-01 6.87366737e-02 4.36508205e-01
-1.05359482e+00 -8.39377037e-02 -4.40029636e-01 1.51435605e-01
2.18853029e-01 4.83172703e-01]
[ 2.47877302e-01 3.26376387e-01 2.46208807e-01 1.48936824e-01
-5.07074346e-01 8.07748642e-02 -2.25085537e-01 1.62157238e-01
2.40659875e-01 7.91014759e-02]
[ -7.15078726e-02 2.44769317e-01 2.41817050e-01 1.93326021e-02
-7.37831239e-02 1.29834908e-01 -1.20354332e-01 -1.49931605e-02
-3.02533514e-02 5.33129875e-02]
[ -9.97333325e-02 1.37053060e-02 2.40098418e-02 9.21876575e-02
-7.03679620e-02 1.16053309e-01 2.30213182e-01 1.97897222e-02
-2.75106223e-01 -9.34463320e-02]
[ -2.25216562e-01 -4.59969243e-02 -9.53847443e-02 -3.49515073e-01
1.95787148e-01 1.20625416e-01 1.17427586e-01 1.02844612e-01
-2.10897695e-01 2.83043022e-02]
[ 6.86033779e-03 -4.25135136e-01 -1.28996257e-01 -1.65849270e-01
3.80794127e-01 2.65306338e-02 2.04190426e-01 1.51949389e-01
-1.68707709e-01 -2.26231515e-01]
[ 9.01586494e-02 -2.68959775e-01 -1.65629826e-01 -4.90356718e-02
-9.13115689e-02 -3.67680341e-02 1.48322238e-01 -1.58182117e-01
9.58769859e-02 -1.89106250e-01]
[ -1.10946985e-01 2.28783220e-02 2.67514469e-01 7.23197375e-03
1.45055335e-01 7.55687475e-02 6.38676204e-02 -2.96272320e-01
-1.02324710e-01 -4.83494751e-02]
[ -3.37676001e-01 6.17936931e-03 1.88677279e-02 -1.17155282e-02
1.40331968e-01 -1.79922089e-01 1.39806349e-02 2.35040551e-01
-7.25579536e-02 8.59375157e-02]
[ 1.51375165e-01 -1.82201612e-02 -2.30295833e-01 -6.73571736e-02
9.78411962e-02 -3.03189766e-01 8.77090070e-02 -1.65941632e-01
1.02272703e-02 -1.75186871e-01]
[ 2.20311937e-01 -2.13207548e-01 6.79895241e-02 -1.01116944e-02
7.87945818e-02 -4.15979726e-02 5.09941769e-02 -1.35672973e-01
1.22371027e-01 -1.64178921e-01]
[ -1.01557121e-01 -8.14638133e-02 1.22696531e-01 1.13161051e-01
1.68148680e-02 -1.16364090e-01 2.47723348e-01 -7.81574546e-02
1.84384903e-01 2.03995773e-03]
[ -3.95698705e-02 -2.17764783e-01 1.82765025e-01 -3.08452104e-01
-2.36328692e-01 1.33050037e-01 1.19873555e-01 -1.23440871e-01
-1.27004572e-02 1.83105775e-01]]
[[ 0.63022065]
[ 1.75821414]
[ 0.23524503]
[ 0.87933509]
[-2.75379471]
[-0.26722275]
[-1.77647566]
[ 0.08067503]
[ 0.6960209 ]
[ 0.8851522 ]]
Progress: 49.5% ... Training loss: 0.265 ... Validation loss: 0.449[[ 0.16945611 0.27508966 -0.10192646 0.11246313 -0.46113182 -0.07188454
-0.09208665 0.12059684 -0.04633627 0.21269703]
[ 0.01054166 0.12867622 -0.02023917 0.044039 0.08373297 -0.00583776
0.33332347 0.04069944 0.14062531 -0.03055042]
[ 0.20740157 0.78092213 0.01446412 -0.04509138 0.79186506 -0.02429057
-0.96020113 -0.04056137 0.06436613 0.2993966 ]
[ 0.06465763 -0.42833132 -0.18767321 0.22505853 -0.00426377 0.1212247
0.24956665 0.06616613 0.14982624 0.32339028]
[-0.03610618 0.04338155 -0.15093306 0.03394822 -0.07007218 -0.17727791
0.13076267 -0.11744353 -0.20134815 -0.0634515 ]
[-0.40703982 -0.68424807 -0.30648416 0.13357185 -0.18630908 0.04637947
0.39461555 -0.04128003 -0.04519364 -0.05108031]
[-0.00225962 -0.2622731 0.01048138 0.09488358 -0.0444085 -0.07230655
0.18429386 -0.1913768 0.20241628 0.04692033]
[ 0.10754519 -0.29504422 0.03067473 -0.07720596 -0.02626147 -0.04754301
0.08450874 0.11697558 0.07826563 -0.02311706]
[-0.17783056 -0.19986764 -0.30250107 -0.02077503 -0.08463593 0.06805177
-0.07958336 -0.02977004 0.26909921 -0.13362669]
[ 0.01692068 -0.4679371 0.06929134 -0.04139438 -0.25974615 -0.10176296
0.24267603 -0.11301317 -0.01844334 0.04700174]
[-0.07949428 -0.13999484 0.0051566 -0.12722139 -0.11793077 0.00990383
0.24114213 -0.10229146 0.00178237 -0.10875494]
[-0.12098634 -0.23461399 -0.06857401 0.01910585 0.29795775 0.09820495
0.18282709 -0.01587327 -0.16235827 -0.20350926]
[-0.15918154 0.00172831 0.06092086 0.01875078 -0.16812444 -0.21865716
-0.17388918 -0.19732547 0.08402735 0.17049508]
[-0.28818308 -0.35384376 0.092885 0.20829463 -0.15829831 -0.0622154
0.11222903 -0.2617743 -0.2811306 -0.09808462]
[ 0.09379299 -0.21203111 -0.02554368 0.10712521 -0.052498 -0.08585422
0.26581416 0.00172617 0.01845728 -0.00746088]
[ 0.03301812 -0.1287981 -0.21209379 0.14379053 -0.07287665 0.08300681
-0.01794677 -0.02052863 -0.09197495 -0.00879562]
[-0.11570767 -0.08624894 -0.19984952 0.16551108 -0.00942582 0.13146505
0.0066185 -0.25018287 0.0783785 -0.18669474]
[-0.05845155 -0.04915902 0.27932279 0.11464958 0.07642565 -0.0654119
-0.12241909 0.12156639 0.08726698 0.05440865]
[ 0.06149592 -0.01439307 0.08844375 0.0894239 0.01498523 -0.0168552
0.19520934 0.12008828 -0.02470209 -0.05556485]
[ 0.0110389 -0.13799911 -0.29250811 -0.05231799 0.08269412 -0.09299755
0.11302427 0.16262042 0.10782433 -0.03180185]
[ 0.05604296 -0.03740943 -0.1128608 0.05846147 -0.16058646 0.31707803
0.26782783 0.20520711 -0.14887135 -0.04771294]
[ 0.00341559 -0.01738115 0.12307142 0.10946347 0.0141051 0.10518692
-0.09010861 -0.04174502 0.21947089 0.08748048]
[ 0.11546268 0.07743133 -0.04257456 -0.09106997 -0.13303727 -0.33240851
0.12224492 0.00885291 0.14950133 0.09647606]
[-0.10464291 -0.06979507 -0.01626289 0.02160814 -0.04616378 -0.20457967
-0.04474886 -0.02034834 0.01824749 0.12549698]
[-0.16692007 -0.13799517 -0.20575315 -0.02989031 -0.29975908 0.00337916
0.07217688 -0.02618798 -0.01695675 0.03097869]
[-0.03015079 -0.14338635 -0.07484548 -0.12499164 0.52543511 0.27513118
0.60908395 0.11316123 -0.18058064 -0.37869986]
[-0.01582419 -0.4538818 -0.03061285 -0.0708176 0.64896108 0.09959966
0.57599814 0.09154588 0.03154489 -0.386535 ]
[ 0.01095371 -0.51425353 -0.04392208 -0.10643791 0.67445182 0.02270973
0.5465068 0.04855047 -0.36425836 -0.22008447]
[-0.17492812 -0.6492895 -0.01075656 -0.20531009 0.77847545 -0.09081567
0.66823893 -0.08336351 -0.06938907 0.08539333]
[-0.30190125 -0.4747944 0.05418805 -0.05054946 0.9192665 0.14257274
0.48320548 0.04718834 -0.09105624 -0.13808874]
[-0.21297736 -0.35646918 0.24965211 -0.24816722 0.68259184 -0.0432824
0.73633535 0.01237051 -0.26181728 -0.0316152 ]
[-0.13942515 -0.25644676 -0.18411366 -0.11121318 0.51452598 -0.22720638
0.20870741 0.16783942 -0.01684081 -0.12727769]
[ 0.09884475 0.2495863 0.15869522 -0.10979278 -0.07143669 0.05570395
-0.14674624 0.28097369 0.06066193 0.16619845]
[ 0.35168273 0.34579618 -0.08141362 0.30809778 -0.88842189 -0.28615928
-0.48395751 0.17694787 0.39001521 -0.02318007]
[ 0.05017474 0.1258035 0.25465448 0.25030802 -0.05854994 -0.19761036
-0.1805575 -0.13284488 -0.13624404 -0.28638187]
[ 0.01703528 -0.09434258 -0.12213894 -0.06442395 0.23354453 0.04225671
0.00601603 -0.18585021 0.02466038 0.19734957]
[ 0.00343461 -0.04621039 -0.06693175 -0.05048806 -0.03174773 -0.1793657
0.07412559 0.00994296 0.0371014 0.00451707]
[ 0.03106534 0.09803768 0.24411523 0.07508915 -0.23432676 -0.13728492
0.08532586 0.03938018 -0.185315 0.10731751]
[ 0.0747636 0.05403937 0.10763463 0.00815256 -0.24027398 0.06688601
0.03951287 -0.27113808 -0.01695677 -0.08705029]
[-0.00983339 0.11166129 0.08428438 -0.03283844 -0.05741665 0.17971603
0.07959468 0.11791714 -0.02272767 0.16987568]
[ 0.22723479 0.09945166 0.03016233 0.08499562 -0.0043791 -0.02617344
-0.20851014 0.14864435 -0.05105042 -0.01565012]
[ 0.0500181 0.03975483 0.01954043 0.05025159 -0.46132947 -0.12597538
-0.23859983 0.04163526 0.12509191 0.20016575]
[ 0.05452285 0.48848127 0.12629952 0.4324557 -1.2680366 -0.30185097
-0.55856653 -0.07146828 0.29673513 0.33760429]
[ 0.18056369 0.49893851 0.06850911 0.43563078 -1.05229093 -0.08368639
-0.43857338 0.15135454 0.21820916 0.48233335]
[ 0.2474887 0.32570726 0.24606657 0.14842018 -0.5062098 0.08093973
-0.2242756 0.1621095 0.24032247 0.07863839]
[-0.07259561 0.24209123 0.24144677 0.01779205 -0.06907461 0.13029936
-0.11766361 -0.01512643 -0.031452 0.05184366]
[-0.09953087 0.01417389 0.02408317 0.09247915 -0.07124166 0.11596406
0.22970122 0.01981674 -0.27487407 -0.0931487 ]
[-0.22520243 -0.04596951 -0.09537948 -0.34949537 0.19572611 0.12061942
0.11738953 0.10284642 -0.21088325 0.02832301]
[ 0.00673013 -0.42548076 -0.12904936 -0.1660559 0.38128431 0.0265867
0.20451668 0.15193123 -0.16886773 -0.22644079]
[ 0.08923793 -0.27229141 -0.16599438 -0.05038765 -0.08964765 -0.03636997
0.15089552 -0.15831381 0.09501901 -0.19038886]
[-0.11131037 0.02192674 0.26737818 0.00663354 0.14752442 0.07573039
0.06489784 -0.29631993 -0.10283929 -0.04888052]
[-0.33913811 0.00234784 0.01832381 -0.01366285 0.14597442 -0.17933542
0.0176028 0.23486366 -0.07415721 0.08411764]
[ 0.15072312 -0.02032569 -0.23056205 -0.06835089 0.10088815 -0.30290447
0.08959574 -0.16603001 0.00947487 -0.17612964]
[ 0.22012601 -0.2136412 0.06793282 -0.01033821 0.0799991 -0.0415256
0.05152793 -0.13569165 0.12222675 -0.16434031]
[-0.10181863 -0.08138498 0.12259021 0.11259855 0.01868336 -0.11619899
0.2473809 -0.07819984 0.18386627 0.0015482 ]
[-0.04082015 -0.22061575 0.18230356 -0.31018999 -0.23250213 0.13357853
0.12276749 -0.12361154 -0.01378763 0.18153314]]
[[ 0.61062779]
[ 1.73863325]
[ 0.21750403]
[ 0.8618462 ]
[-2.77096626]
[-0.28226007]
[-1.78805689]
[ 0.06270502]
[ 0.67557844]
[ 0.86359194]]
Progress: 49.5% ... Training loss: 0.268 ... Validation loss: 0.458[[ 0.17134387 0.28103915 -0.10125095 0.1151819 -0.46841704 -0.07268319
-0.09822322 0.12077935 -0.04428987 0.21533936]
[ 0.01076052 0.12924666 -0.02016895 0.04435165 0.08307396 -0.0059383
0.33281831 0.04072238 0.14084078 -0.0302475 ]
[ 0.20700969 0.78042463 0.01414451 -0.04634999 0.7971809 -0.02397171
-0.96168418 -0.04063869 0.06360855 0.29844472]
[ 0.06645632 -0.42432575 -0.1869825 0.22817388 -0.01715186 0.12036694
0.24469838 0.06635906 0.15176998 0.32474761]
[-0.0366957 0.04215932 -0.15105973 0.03338115 -0.06596668 -0.17699883
0.13308024 -0.11745985 -0.20171755 -0.06399138]
[-0.40799042 -0.68600252 -0.30677569 0.13242766 -0.18426342 0.04678457
0.39688346 -0.04137057 -0.04620604 -0.05208072]
[-0.00203041 -0.26183296 0.0105812 0.09522597 -0.04527963 -0.07243004
0.18375629 -0.19134158 0.20265233 0.04723488]
[ 0.10794305 -0.29375413 0.03079117 -0.07677407 -0.02765764 -0.04766159
0.08214967 0.11699989 0.07859081 -0.02261199]
[-0.1752471 -0.19316207 -0.30160391 -0.01712936 -0.095296 0.06690076
-0.08652692 -0.02951059 0.2718797 -0.12999629]
[ 0.01934708 -0.46176172 0.07014568 -0.03814078 -0.26789555 -0.10277403
0.23548991 -0.11277425 -0.01587266 0.05049644]
[-0.07862777 -0.13762492 0.00548193 -0.12589328 -0.12239285 0.00947653
0.23847533 -0.10219582 0.00259913 -0.10762065]
[-0.12201932 -0.23647793 -0.06893179 0.01779991 0.29968752 0.09865535
0.18510773 -0.01597939 -0.1634164 -0.20468864]
[-0.15918154 0.00172831 0.06092086 0.01875078 -0.16812444 -0.21865716
-0.17388918 -0.19732547 0.08402735 0.17049508]
[-0.2880581 -0.35345174 0.09294435 0.2085086 -0.15871801 -0.06227712
0.11195329 -0.26175927 -0.28097511 -0.0979123 ]
[ 0.09335004 -0.21233267 -0.02566786 0.10660361 -0.05166328 -0.08565385
0.26637308 0.001684 0.01795986 -0.00807803]
[ 0.03216896 -0.13116371 -0.212388 0.14271045 -0.07053288 0.08336857
-0.01545665 -0.0206117 -0.09286504 -0.00964041]
[-0.11510092 -0.08462947 -0.1996244 0.16638597 -0.01189044 0.13116114
0.00506827 -0.25011409 0.07905214 -0.18579881]
[-0.05766357 -0.04761181 0.27961226 0.11578062 0.07304163 -0.06576041
-0.12418453 0.12165227 0.08810893 0.05549427]
[ 0.06079348 -0.01610594 0.08819196 0.08835775 0.01860409 -0.01649766
0.19683917 0.12001237 -0.02547743 -0.05658381]
[ 0.01083249 -0.13802318 -0.29263129 -0.0527612 0.08393584 -0.0928593
0.11226862 0.16258341 0.10742858 -0.03217958]
[ 0.05694685 -0.03499162 -0.11252033 0.05979427 -0.16488211 0.31663598
0.26543079 0.2053026 -0.14781244 -0.04642653]
[ 0.00374659 -0.01683438 0.1231903 0.10988756 0.01283214 0.10504208
-0.09089095 -0.04171779 0.21983745 0.0879935 ]
[ 0.11688107 0.08138086 -0.0420932 -0.08906792 -0.13912615 -0.33301919
0.11812955 0.0089985 0.15097938 0.09843394]
[-0.10434752 -0.06912037 -0.01615694 0.02203308 -0.04723014 -0.20471806
-0.0455189 -0.02031915 0.01857396 0.12591118]
[-0.16692755 -0.13805722 -0.20575852 -0.02990729 -0.29968764 0.00338336
0.07233759 -0.02618857 -0.01696991 0.03096157]
[-0.02985751 -0.14303417 -0.07471491 -0.12449555 0.52402402 0.27497992
0.60858142 0.11319952 -0.1802305 -0.37822783]
[-0.0160782 -0.45484687 -0.03071001 -0.07121185 0.6499636 0.09972638
0.57704117 0.09151741 0.03123901 -0.38691855]
[ 0.0111267 -0.51398878 -0.04385458 -0.10615155 0.67362423 0.02263043
0.54627282 0.04857048 -0.36409129 -0.21984337]
[-0.17513476 -0.64986625 -0.01083091 -0.20559609 0.77937217 -0.09072701
0.66884253 -0.08338318 -0.06961666 0.0851054 ]
[-0.3018704 -0.47477517 0.05419811 -0.05050686 0.91913504 0.14255656
0.48312648 0.04719202 -0.09101475 -0.1380354 ]
[-0.21289014 -0.35668779 0.24969548 -0.24800598 0.68207273 -0.04334339
0.73657481 0.01238312 -0.26169043 -0.0314384 ]
[-0.1388535 -0.25551427 -0.18391214 -0.11041763 0.51202606 -0.22747239
0.20729172 0.16789732 -0.01626628 -0.12647585]
[ 0.09932515 0.25138777 0.15884828 -0.10909879 -0.0737953 0.05547491
-0.14849017 0.28102295 0.06111493 0.16678944]
[ 0.35085962 0.34406181 -0.08170704 0.30693077 -0.88547231 -0.285743
-0.48222165 0.1768573 0.38913399 -0.0240618 ]
[ 0.05012588 0.12576815 0.25463881 0.25023878 -0.05835904 -0.19758944
-0.18052205 -0.13284969 -0.13630597 -0.28645305]
[ 0.01757125 -0.09295237 -0.12196279 -0.06367482 0.23102873 0.04201546
0.00446698 -0.18579744 0.0252703 0.19806199]
[ 0.00321198 -0.04658445 -0.06700282 -0.05080374 -0.03090109 -0.17926075
0.07451702 0.00991886 0.03684395 0.00418779]
[ 0.03122062 0.09840322 0.24417317 0.07532277 -0.23483789 -0.13735438
0.08497188 0.03939525 -0.18514706 0.10753379]
[ 0.07542395 0.05595844 0.10787887 0.00906755 -0.24304746 0.06658058
0.03751654 -0.27107764 -0.01622927 -0.08611924]
[-0.00911498 0.11366601 0.08453181 -0.03182421 -0.06026295 0.17938268
0.07759106 0.11798908 -0.02196169 0.17088094]
[ 0.22707317 0.09890364 0.03008857 0.08469268 -0.0039962 -0.02609134
-0.20810161 0.14862408 -0.05124225 -0.0159209 ]
[ 0.04949375 0.03857776 0.01934863 0.04947579 -0.45875711 -0.12575476
-0.23751728 0.04158881 0.12451084 0.19942484]
[ 0.05442363 0.48866123 0.12628789 0.4323984 -1.26728337 -0.30176771
-0.55846092 -0.07147684 0.29664874 0.33751962]
[ 0.18051304 0.49930468 0.06848043 0.43548627 -1.05158865 -0.08361218
-0.43910838 0.15134424 0.21810063 0.48226598]
[ 0.24763817 0.32644175 0.24612869 0.14865999 -0.50735648 0.08086461
-0.22497655 0.16212681 0.24048065 0.07890115]
[-0.0720717 0.24346278 0.24164471 0.01857667 -0.07150692 0.13004438
-0.11903994 -0.01507172 -0.03083832 0.05256767]
[-0.09958544 0.01401557 0.02406381 0.09239871 -0.07099779 0.11598986
0.22986553 0.01981091 -0.27493737 -0.09322777]
[-0.22494472 -0.04536099 -0.09529545 -0.34913652 0.19458365 0.12050145
0.11669458 0.10287308 -0.21062074 0.02868509]
[ 0.0067982 -0.4253221 -0.12902649 -0.16595804 0.38097755 0.02655556
0.20431993 0.15193806 -0.16879198 -0.22634466]
[ 0.09057066 -0.26883581 -0.16553079 -0.04854756 -0.09503207 -0.03696001
0.14704334 -0.15818686 0.09640745 -0.18849929]
[-0.11095013 0.02289339 0.26749677 0.00714898 0.14624822 0.07554416
0.06393673 -0.29627389 -0.10245517 -0.0483739 ]
[-0.33813905 0.00468731 0.01869225 -0.0121735 0.14214293 -0.17973921
0.01520683 0.23496723 -0.07305729 0.08554331]
[ 0.1513486 -0.01813381 -0.23031397 -0.06736169 0.09753241 -0.30319296
0.08743418 -0.16595654 0.01017476 -0.17532465]
[ 0.21947934 -0.21532154 0.06769698 -0.01125552 0.08138454 -0.04125032
0.05257329 -0.13575943 0.12141095 -0.16496833]
[-0.10157381 -0.08162127 0.12271343 0.11304282 0.01801471 -0.11631688
0.24766784 -0.0781717 0.18419508 0.00197639]
[-0.04147588 -0.22097136 0.18203936 -0.31127528 -0.23025278 0.13390171
0.12323371 -0.12369349 -0.01454368 0.18055574]]
[[ 0.6174534 ]
[ 1.74340232]
[ 0.22391668]
[ 0.86913995]
[-2.76518746]
[-0.27466274]
[-1.77792765]
[ 0.07011507]
[ 0.68449004]
[ 0.87185845]]
Progress: 49.5% ... Training loss: 0.262 ... Validation loss: 0.453[[ 1.70320058e-01 2.77518578e-01 -1.01674534e-01 1.13794804e-01
-4.60778346e-01 -7.21322200e-02 -9.44614414e-02 1.20646788e-01
-4.53304680e-02 2.14095123e-01]
[ 1.13269419e-02 1.30668507e-01 -1.99569558e-02 4.51967956e-02
8.16117627e-02 -6.19361059e-03 3.31666874e-01 4.07882632e-02
1.41503886e-01 -2.93532050e-02]
[ 2.03582024e-01 7.73875560e-01 1.27802088e-02 -5.14109354e-02
8.07927253e-01 -2.23762879e-02 -9.56061516e-01 -4.10531537e-02
5.98812443e-02 2.93861650e-01]
[ 6.40816671e-02 -4.31442297e-01 -1.87853151e-01 2.25082014e-01
-1.32170949e-02 1.21471486e-01 2.51447409e-01 6.60878498e-02
1.49416389e-01 3.21499218e-01]
[ -3.58897365e-02 4.51067831e-02 -1.50680474e-01 3.47273764e-02
-6.84113284e-02 -1.77445200e-01 1.30620465e-01 -1.17331898e-01
-2.00669531e-01 -6.26863044e-02]
[ -4.06187252e-01 -6.82958941e-01 -3.06120140e-01 1.35108756e-01
-1.88979383e-01 4.59733537e-02 3.94317687e-01 -4.11599050e-02
-4.41579204e-02 -4.95017900e-02]
[ -2.79368261e-03 -2.63203070e-01 1.03131894e-02 9.43874538e-02
-4.40216600e-02 -7.21119225e-02 1.85312045e-01 -1.91421703e-01
2.01961269e-01 4.62586990e-02]
[ 1.06621215e-01 -2.97918662e-01 3.02370272e-02 -7.87925480e-02
-2.22478699e-02 -4.70011224e-02 8.56805741e-02 1.16831190e-01
7.71638925e-02 -2.44450615e-02]
[ -1.75241938e-01 -1.93496466e-01 -3.01591318e-01 -1.71911304e-02
-9.46585300e-02 6.69061471e-02 -8.63652731e-02 -2.95135924e-02
2.71874959e-01 -1.30037941e-01]
[ 1.93296195e-02 -4.63854828e-01 7.00212718e-02 -3.84426419e-02
-2.64908529e-01 -1.02670911e-01 2.37068474e-01 -1.12810016e-01
-1.59569044e-02 5.03750619e-02]
[ -7.91783838e-02 -1.38707452e-01 5.36210030e-03 -1.26282289e-01
-1.21344177e-01 9.67542978e-03 2.39969663e-01 -1.02234698e-01
2.27822318e-03 -1.08213904e-01]
[ -1.21728030e-01 -2.36127752e-01 -6.88415684e-02 1.82531062e-02
2.98241076e-01 9.85260869e-02 1.84717352e-01 -1.59459034e-02
-1.63085845e-01 -2.04245981e-01]
[ -1.59181540e-01 1.72831187e-03 6.09208640e-02 1.87507761e-02
-1.68124441e-01 -2.18657156e-01 -1.73889179e-01 -1.97325468e-01
8.40273454e-02 1.70495084e-01]
[ -2.87767097e-01 -3.52628461e-01 9.30655273e-02 2.08972642e-01
-1.59541501e-01 -6.24128773e-02 1.11205018e-01 -2.61723389e-01
-2.80664042e-01 -9.74970687e-02]
[ 9.47498093e-02 -2.09956348e-01 -2.51741146e-02 1.08552877e-01
-5.46280908e-02 -8.62685666e-02 2.64348521e-01 1.84350909e-03
1.95344861e-02 -6.13809837e-03]
[ 3.17914517e-02 -1.32359035e-01 -2.12495932e-01 1.42360624e-01
-7.04197359e-02 8.35358995e-02 -1.40370715e-02 -2.06544645e-02
-9.32453930e-02 -1.01303896e-02]
[ -1.15634515e-01 -8.56078051e-02 -1.99818455e-01 1.65673694e-01
-1.06847142e-02 1.31397530e-01 5.96534233e-03 -2.50170816e-01
7.85117272e-02 -1.86540134e-01]
[ -5.78057254e-02 -4.83480291e-02 2.79533026e-01 1.15673838e-01
7.37953758e-02 -6.57151617e-02 -1.23360040e-01 1.21636645e-01
8.80555214e-02 5.53468075e-02]
[ 6.09300014e-02 -1.55397482e-02 8.82267272e-02 8.84851148e-02
1.80630818e-02 -1.65457719e-02 1.96244207e-01 1.20025354e-01
-2.54050137e-02 -5.64123005e-02]
[ 1.10832272e-02 -1.37395904e-01 -2.92544970e-01 -5.24007058e-02
8.24263830e-02 -9.29791623e-02 1.11392555e-01 1.62614848e-01
1.07737757e-01 -3.18062180e-02]
[ 5.66237730e-02 -3.56738509e-02 -1.12633274e-01 5.94137913e-02
-1.63527819e-01 3.16769175e-01 2.66139538e-01 2.05270572e-01
-1.48113355e-01 -4.68033022e-02]
[ 2.54731904e-03 -2.05184776e-02 1.22711330e-01 1.08023283e-01
1.88214870e-02 1.05651496e-01 -8.75952457e-02 -4.18753459e-02
2.18542407e-01 8.62619277e-02]
[ 1.17201937e-01 8.20389894e-02 -4.19716958e-02 -8.86758241e-02
-1.40370646e-01 -3.33157895e-01 1.17272084e-01 9.03244582e-03
1.51295775e-01 9.89138576e-02]
[ -1.04527758e-01 -6.98221361e-02 -1.62222884e-02 2.17935945e-02
-4.67629544e-02 -2.04641632e-01 -4.47694463e-02 -2.03387625e-02
1.83884667e-02 1.25655360e-01]
[ -1.66847397e-01 -1.37955902e-01 -2.05731558e-01 -2.97850958e-02
-2.99898579e-01 3.34526969e-03 7.22264005e-02 -2.61791700e-02
-1.68725721e-02 3.10525736e-02]
[ -3.00822684e-02 -1.43842297e-01 -7.47919785e-02 -1.24753188e-01
5.24736602e-01 2.75068557e-01 6.09450716e-01 1.13177798e-01
-1.80459773e-01 -3.78525346e-01]
[ -1.60178366e-02 -4.55181684e-01 -3.06937451e-02 -7.11348351e-02
6.49719499e-01 9.96981400e-02 5.77215291e-01 9.15247253e-02
3.12684684e-02 -3.86870109e-01]
[ 1.14800862e-02 -5.13417700e-01 -4.37337716e-02 -1.05684583e-01
6.72457836e-01 2.24738184e-02 5.45465125e-01 4.86105112e-02
-3.63706344e-01 -2.19347301e-01]
[ -1.75268597e-01 -6.50159094e-01 -1.08872006e-02 -2.05803079e-01
7.79927862e-01 -9.06615225e-02 6.69147146e-01 -8.34000863e-02
-6.97799532e-02 8.49054192e-02]
[ -3.02225039e-01 -4.75721942e-01 5.40768023e-02 -5.09962949e-02
9.20481141e-01 1.42707228e-01 4.84116702e-01 4.71521528e-02
-9.13881128e-02 -1.38470552e-01]
[ -2.13048768e-01 -3.57031873e-01 2.49636897e-01 -2.48237909e-01
6.82726683e-01 -4.32721486e-02 7.36933492e-01 1.23647286e-02
-2.61866136e-01 -3.16610436e-02]
[ -1.38455264e-01 -2.55114122e-01 -1.83764050e-01 -1.09822286e-01
5.10252994e-01 -2.27667420e-01 2.06575351e-01 1.67942815e-01
-1.58248507e-02 -1.25889973e-01]
[ 9.97728926e-02 2.52348609e-01 1.58999197e-01 -1.08507365e-01
-7.51247562e-02 5.52819284e-02 -1.49528265e-01 2.81069265e-01
6.15990741e-02 1.67404328e-01]
[ 3.50145190e-01 3.41618040e-01 -8.19892592e-02 3.06007508e-01
-8.82617760e-01 -2.85352751e-01 -4.79557536e-01 1.76769566e-01
3.88607087e-01 -2.50304979e-02]
[ 5.02769599e-02 1.25986747e-01 2.54710622e-01 2.50488093e-01
-5.87088208e-02 -1.97685341e-01 -1.80717258e-01 -1.32828642e-01
-1.36109269e-01 -2.86222468e-01]
[ 1.72589738e-02 -9.38048454e-02 -1.22075245e-01 -6.41021379e-02
2.32457449e-01 4.21424915e-02 5.34226687e-03 -1.85832538e-01
2.49267772e-02 1.97650793e-01]
[ 2.67081195e-03 -4.80695659e-02 -6.72087887e-02 -5.15828077e-02
-2.87183916e-02 -1.79014984e-01 7.57552574e-02 9.85430290e-03
3.62578852e-02 3.40605285e-03]
[ 3.16563547e-02 9.98214649e-02 2.44315238e-01 7.59834242e-02
-2.37062569e-01 -1.37560333e-01 8.36748589e-02 3.94517932e-02
-1.84655711e-01 1.08058266e-01]
[ 7.56621109e-02 5.64190081e-02 1.07966034e-01 9.40360365e-03
-2.43344437e-01 6.64769949e-02 3.73413728e-02 -2.71054290e-01
-1.59803916e-02 -8.58267043e-02]
[ -8.76217906e-03 1.14728041e-01 8.46516073e-02 -3.14044141e-02
-6.18541398e-02 1.79245974e-01 7.63721692e-02 1.18022566e-01
-2.15802771e-02 1.71365063e-01]
[ 2.26820677e-01 9.83189659e-02 3.00059031e-02 8.43427627e-02
-2.88664281e-03 -2.59792536e-02 -2.07596565e-01 1.48595488e-01
-5.15176181e-02 -1.62776679e-02]
[ 4.93774824e-02 3.82534513e-02 1.93066003e-02 4.93110206e-02
-4.58301560e-01 -1.25719800e-01 -2.37157998e-01 4.15768293e-02
1.24385061e-01 1.99256845e-01]
[ 5.47024731e-02 4.89436049e-01 1.26394726e-01 4.32857148e-01
-1.26825313e+00 -3.01883321e-01 -5.58976451e-01 -7.14461988e-02
2.96920890e-01 3.37879363e-01]
[ 1.80274489e-01 4.99008577e-01 6.83916324e-02 4.35154169e-01
-1.04963340e+00 -8.34922479e-02 -4.38647285e-01 1.51314422e-01
2.17794841e-01 4.82014506e-01]
[ 2.47276566e-01 3.25847756e-01 2.45990700e-01 1.48149810e-01
-5.06411140e-01 8.10286130e-02 -2.24187881e-01 1.62085265e-01
2.40091651e-01 7.84028992e-02]
[ -7.18198306e-02 2.43875471e-01 2.41734890e-01 1.89211981e-02
-7.25954907e-02 1.29950022e-01 -1.19608633e-01 -1.50443276e-02
-3.05729655e-02 5.29397385e-02]
[ -9.97165472e-02 1.37359675e-02 2.40165039e-02 9.22117476e-02
-7.05771992e-02 1.16050224e-01 2.30103571e-01 1.97961925e-02
-2.75075683e-01 -9.34136781e-02]
[ -2.24528518e-01 -4.43886972e-02 -9.51490954e-02 -3.48558378e-01
1.93143852e-01 1.20322448e-01 1.15674715e-01 1.02923479e-01
-2.10129881e-01 2.93085377e-02]
[ 6.67675870e-03 -4.25812203e-01 -1.29068127e-01 -1.66114154e-01
3.81419974e-01 2.66018764e-02 2.04728273e-01 1.51925812e-01
-1.68920893e-01 -2.26471569e-01]
[ 8.94419755e-02 -2.72982139e-01 -1.65993344e-01 -5.01836227e-02
-9.09650103e-02 -3.63934448e-02 1.50849157e-01 -1.58340859e-01
9.52162091e-02 -1.90196474e-01]
[ -1.11044301e-01 2.24613124e-02 2.67493735e-01 7.10860647e-03
1.47952523e-01 7.55634163e-02 6.46022082e-02 -2.96285416e-01
-1.02533921e-01 -4.84276003e-02]
[ -3.37460558e-01 5.76271552e-03 1.89577396e-02 -1.11396931e-02
1.39605642e-01 -1.80079934e-01 1.39742115e-02 2.35050390e-01
-7.22804332e-02 8.65612345e-02]
[ 1.52672020e-01 -1.54826486e-02 -2.29856386e-01 -6.54258375e-02
9.41403780e-02 -3.03790794e-01 8.49083819e-02 -1.65788411e-01
1.17063291e-02 -1.73354654e-01]
[ 2.19848739e-01 -2.14790374e-01 6.78111212e-02 -1.07581118e-02
8.05638401e-02 -4.14062629e-02 5.17997959e-02 -1.35717199e-01
1.21842361e-01 -1.64450757e-01]
[ -1.02600658e-01 -8.42255490e-02 1.22333957e-01 1.11591857e-01
2.18626179e-02 -1.15845818e-01 2.50150599e-01 -7.82946170e-02
1.83025242e-01 5.49013833e-04]
[ -4.18742659e-02 -2.20871867e-01 1.81893204e-01 -3.11852614e-01
-2.30532773e-01 1.34112097e-01 1.23494090e-01 -1.23739735e-01
-1.49182902e-02 1.79956510e-01]]
[[ 0.61285066]
[ 1.73985605]
[ 0.22217907]
[ 0.86722023]
[-2.76782702]
[-0.27719634]
[-1.77353336]
[ 0.06910202]
[ 0.6800548 ]
[ 0.86694984]]
Progress: 49.6% ... Training loss: 0.264 ... Validation loss: 0.454[[ 1.73975087e-01 2.88065571e-01 -1.00258821e-01 1.19094278e-01
-4.74600218e-01 -7.38253536e-02 -1.04668315e-01 1.21073341e-01
-4.13303573e-02 2.19247993e-01]
[ 1.13013666e-02 1.30454469e-01 -1.99493853e-02 4.52257638e-02
8.15912392e-02 -6.20739649e-03 3.31935170e-01 4.07891160e-02
1.41491563e-01 -2.93863079e-02]
[ 2.06755057e-01 7.83424409e-01 1.40079185e-02 -4.68014190e-02
7.96368090e-01 -2.37386782e-02 -9.65161926e-01 -4.06989228e-02
6.33290251e-02 2.98170697e-01]
[ 6.76616189e-02 -4.21956497e-01 -1.86560409e-01 2.30195003e-01
-2.70164199e-02 1.19837520e-01 2.41943063e-01 6.65064369e-02
1.53212322e-01 3.25966343e-01]
[ -3.66697148e-02 4.16158360e-02 -1.51027919e-01 3.34587705e-02
-6.65944055e-02 -1.77060032e-01 1.34435790e-01 -1.17453094e-01
-2.00934276e-01 -6.31292381e-02]
[ -4.06541249e-01 -6.84469291e-01 -3.06233466e-01 1.34648887e-01
-1.89850696e-01 4.60810526e-02 3.95996326e-01 -4.11919051e-02
-4.44151469e-02 -4.98346441e-02]
[ -1.06919171e-03 -2.58613832e-01 1.09749644e-02 9.68692462e-02
-5.06157125e-02 -7.28932972e-02 1.80234024e-01 -1.91232399e-01
2.03923056e-01 4.89380176e-02]
[ 1.07553176e-01 -2.94482411e-01 3.06283965e-02 -7.73649712e-02
-2.70652773e-02 -4.74622670e-02 8.28190082e-02 1.16942761e-01
7.83395729e-02 -2.32804825e-02]
[ -1.73544633e-01 -1.89541288e-01 -3.00953542e-01 -1.46843684e-02
-1.00185717e-01 6.61609252e-02 -8.98853681e-02 -2.93139997e-02
2.73526023e-01 -1.27697931e-01]
[ 2.21338639e-02 -4.56181989e-01 7.11505462e-02 -3.42104844e-02
-2.78371079e-01 -1.03971244e-01 2.29864259e-01 -1.12478030e-01
-1.28248544e-02 5.43929820e-02]
[ -7.77064161e-02 -1.35108120e-01 5.93149235e-03 -1.24137404e-01
-1.26158645e-01 8.96385915e-03 2.36481374e-01 -1.02064187e-01
3.91614937e-03 -1.06180185e-01]
[ -1.22004483e-01 -2.36929605e-01 -6.89626404e-02 1.78323263e-02
2.98708135e-01 9.86579487e-02 1.85628815e-01 -1.59799336e-02
-1.63324517e-01 -2.04446567e-01]
[ -1.59181540e-01 1.72831187e-03 6.09208640e-02 1.87507761e-02
-1.68124441e-01 -2.18657156e-01 -1.73889179e-01 -1.97325468e-01
8.40273454e-02 1.70495084e-01]
[ -2.87837424e-01 -3.52801872e-01 9.30687142e-02 2.08988826e-01
-1.59656109e-01 -6.24173938e-02 1.11478295e-01 -2.61725497e-01
-2.80689218e-01 -9.75931701e-02]
[ 9.48686531e-02 -2.09915079e-01 -2.51233202e-02 1.08736032e-01
-5.54251849e-02 -8.63345023e-02 2.64287927e-01 1.85835578e-03
1.96862431e-02 -5.97042187e-03]
[ 3.15506202e-02 -1.33306605e-01 -2.12592889e-01 1.41931596e-01
-7.03582205e-02 8.36340945e-02 -1.33125890e-02 -2.06782113e-02
-9.34214024e-02 -1.02350799e-02]
[ -1.14403957e-01 -8.24046867e-02 -1.99390804e-01 1.67338360e-01
-1.53242922e-02 1.30870384e-01 2.63718482e-03 -2.50050259e-01
7.98929910e-02 -1.84779202e-01]
[ -5.78737271e-02 -4.89177996e-02 2.79511725e-01 1.15607383e-01
7.39546820e-02 -6.56792500e-02 -1.22994107e-01 1.21629019e-01
8.79849633e-02 5.53298498e-02]
[ 6.15258603e-02 -1.36264489e-02 8.84923799e-02 8.94250036e-02
1.59135543e-02 -1.68471495e-02 1.94284105e-01 1.20103406e-01
-2.47289480e-02 -5.54672932e-02]
[ 1.11550416e-02 -1.36921508e-01 -2.92493722e-01 -5.21950526e-02
8.17470587e-02 -9.30203494e-02 1.11222148e-01 1.62625051e-01
1.07820882e-01 -3.17134397e-02]
[ 5.79057328e-02 -3.18069606e-02 -1.12135993e-01 6.12477291e-02
-1.68695843e-01 3.16153492e-01 2.62222426e-01 2.05420989e-01
-1.46607422e-01 -4.51830131e-02]
[ 2.90368996e-03 -1.98888792e-02 1.22841624e-01 1.08526333e-01
1.68966835e-02 1.05538115e-01 -8.76765108e-02 -4.18387212e-02
2.18957311e-01 8.67862270e-02]
[ 1.18489454e-01 8.55408356e-02 -4.14910722e-02 -8.67969533e-02
-1.44314988e-01 -3.33749022e-01 1.13896859e-01 9.18577204e-03
1.52527385e-01 1.00691833e-01]
[ -1.04844736e-01 -7.07901965e-02 -1.63317076e-02 2.13893108e-02
-4.55965543e-02 -2.04513083e-01 -4.37411507e-02 -2.03715594e-02
1.80449388e-02 1.25227558e-01]
[ -1.67094423e-01 -1.38457190e-01 -2.05833017e-01 -3.01544731e-02
-2.99678458e-01 3.46292703e-03 7.29462337e-02 -2.62084519e-02
-1.71706543e-02 3.06602201e-02]
[ -2.99858579e-02 -1.43715206e-01 -7.47501119e-02 -1.24581415e-01
5.24312149e-01 2.75013963e-01 6.09323730e-01 1.13192292e-01
-1.80328623e-01 -3.78336013e-01]
[ -1.59287340e-02 -4.55377117e-01 -3.06705316e-02 -7.10429347e-02
6.49337378e-01 9.96628243e-02 5.77434916e-01 9.15351770e-02
3.13660432e-02 -3.86772235e-01]
[ 1.20689948e-02 -5.12281694e-01 -4.35000512e-02 -1.04772770e-01
6.70153681e-01 2.21807332e-02 5.44112750e-01 4.86813842e-02
-3.63025027e-01 -2.18519568e-01]
[ -1.75129653e-01 -6.50130023e-01 -1.08330344e-02 -2.05574882e-01
7.79288214e-01 -9.07309129e-02 6.69176919e-01 -8.33865934e-02
-6.95989062e-02 8.51353626e-02]
[ -3.02144290e-01 -4.75698995e-01 5.41126541e-02 -5.08482586e-02
9.20018964e-01 1.42658830e-01 4.84012157e-01 4.71643549e-02
-9.12723398e-02 -1.38336063e-01]
[ -2.12950995e-01 -3.56916001e-01 2.49679148e-01 -2.48068142e-01
6.82286533e-01 -4.33240406e-02 7.36857726e-01 1.23771683e-02
-2.61742949e-01 -3.15083693e-02]
[ -1.38379681e-01 -2.54970117e-01 -1.83731832e-01 -1.09696716e-01
5.09862439e-01 -2.27704849e-01 2.06431325e-01 1.67952477e-01
-1.57316596e-02 -1.25777419e-01]
[ 9.96189894e-02 2.52278608e-01 1.58940126e-01 -1.08765409e-01
-7.47064602e-02 5.53678831e-02 -1.49263053e-01 2.81047812e-01
6.14103910e-02 1.67130806e-01]
[ 3.51778908e-01 3.46592012e-01 -8.13419153e-02 3.08484602e-01
-8.88919650e-01 -2.86142650e-01 -4.84176495e-01 1.76967201e-01
3.90352113e-01 -2.25674927e-02]
[ 5.07219722e-02 1.26852379e-01 2.54877395e-01 2.51077501e-01
-6.02585431e-02 -1.97892716e-01 -1.81757121e-01 -1.32778070e-01
-1.35598433e-01 -2.85592198e-01]
[ 1.75603724e-02 -9.28434470e-02 -1.21958389e-01 -6.36782041e-02
2.30967134e-01 4.19999417e-02 4.46198233e-03 -1.85796433e-01
2.52810739e-02 1.98036702e-01]
[ 2.67140405e-03 -4.79570662e-02 -6.72138919e-02 -5.16127813e-02
-2.89293232e-02 -1.79020954e-01 7.57064594e-02 9.85316123e-03
3.62437917e-02 3.39043868e-03]
[ 3.09058603e-02 9.79458774e-02 2.44059997e-01 7.49176506e-02
-2.33920104e-01 -1.37224150e-01 8.56088078e-02 3.93689787e-02
-1.85493523e-01 1.07012108e-01]
[ 7.53299442e-02 5.56515954e-02 1.07844815e-01 8.92359329e-03
-2.42164247e-01 6.66264931e-02 3.81317992e-02 -2.71088692e-01
-1.63500606e-02 -8.62693619e-02]
[ -9.03851575e-03 1.14058276e-01 8.45422294e-02 -3.18383044e-02
-6.06312204e-02 1.79387045e-01 7.69652104e-02 1.17987764e-01
-2.19252193e-02 1.70925567e-01]
[ 2.27416957e-01 1.00161547e-01 3.02322491e-02 8.52272969e-02
-5.31706661e-03 -2.62668846e-02 -2.09432438e-01 1.48662285e-01
-5.08132448e-02 -1.53714898e-02]
[ 4.90792556e-02 3.76250657e-02 1.91970442e-02 4.89182819e-02
-4.57102894e-01 -1.25588144e-01 -2.36853447e-01 4.15412019e-02
1.24039617e-01 1.98868094e-01]
[ 5.60393790e-02 4.92417565e-01 1.26867670e-01 4.34698498e-01
-1.27338690e+00 -3.02395010e-01 -5.61465647e-01 -7.13112014e-02
2.98347517e-01 3.39707372e-01]
[ 1.80960529e-01 5.00983756e-01 6.86689600e-02 4.36181607e-01
-1.05232507e+00 -8.38287263e-02 -4.40473576e-01 1.51401000e-01
2.18567687e-01 4.82884261e-01]
[ 2.46980248e-01 3.25415873e-01 2.45894966e-01 1.47795988e-01
-5.06017364e-01 8.11385235e-02 -2.23610630e-01 1.62057806e-01
2.39874364e-01 7.81772596e-02]
[ -7.19918555e-02 2.43533718e-01 2.41655814e-01 1.86260653e-02
-7.24540539e-02 1.30048029e-01 -1.19215867e-01 -1.50696518e-02
-3.08051648e-02 5.26148533e-02]
[ -9.95819805e-02 1.41003562e-02 2.40684095e-02 9.24088078e-02
-7.13537414e-02 1.15982735e-01 2.29548439e-01 1.98127385e-02
-2.74910967e-01 -9.31971966e-02]
[ -2.24539330e-01 -4.43897033e-02 -9.51542936e-02 -3.48577838e-01
1.93170676e-01 1.20328689e-01 1.15679479e-01 1.02921931e-01
-2.10145152e-01 2.92897170e-02]
[ 6.66481566e-03 -4.26012820e-01 -1.29073739e-01 -1.66116919e-01
3.81513972e-01 2.66024993e-02 2.04933971e-01 1.51926008e-01
-1.68926149e-01 -2.26489179e-01]
[ 9.02956490e-02 -2.70543802e-01 -1.65677027e-01 -4.89540377e-02
-9.45376863e-02 -3.67811924e-02 1.48272025e-01 -1.58244991e-01
9.62085803e-02 -1.88872946e-01]
[ -1.08795516e-01 2.81618225e-02 2.68403481e-01 1.05021579e-02
1.39916539e-01 7.44701526e-02 5.87192854e-02 -2.96011013e-01
-1.00041833e-01 -4.52991717e-02]
[ -3.37149401e-01 6.54394025e-03 1.90713522e-02 -1.07027862e-02
1.38329735e-01 -1.80233494e-01 1.32836455e-02 2.35078856e-01
-7.19552742e-02 8.69439367e-02]
[ 1.54209252e-01 -1.14743032e-02 -2.29260028e-01 -6.31409187e-02
8.78287119e-02 -3.04463732e-01 8.15301916e-02 -1.65609263e-01
1.33265295e-02 -1.71170073e-01]
[ 2.19913458e-01 -2.15003999e-01 6.78263645e-02 -1.07277964e-02
8.02526602e-02 -4.14414437e-02 5.20383206e-02 -1.35712080e-01
1.21985335e-01 -1.64220153e-01]
[ -1.02402787e-01 -8.41840494e-02 1.22419441e-01 1.11926530e-01
2.08649378e-02 -1.15952252e-01 2.50037470e-01 -7.82666877e-02
1.83318770e-01 9.01345061e-04]
[ -4.30879461e-02 -2.23157840e-01 1.81434038e-01 -3.13606303e-01
-2.27837640e-01 1.34681179e-01 1.26116464e-01 -1.23882201e-01
-1.62533064e-02 1.78205388e-01]]
[[ 0.6312354 ]
[ 1.75550397]
[ 0.23387064]
[ 0.88594736]
[-2.75756125]
[-0.26533599]
[-1.76255476]
[ 0.08246647]
[ 0.69862603]
[ 0.88463528]]
Progress: 49.6% ... Training loss: 0.265 ... Validation loss: 0.458[[ 1.73547911e-01 2.87828678e-01 -1.00402420e-01 1.18346556e-01
-4.72544956e-01 -7.35841701e-02 -1.04761891e-01 1.21003897e-01
-4.19468764e-02 2.18456209e-01]
[ 1.15655715e-02 1.31136322e-01 -1.98426180e-02 4.56316083e-02
8.05591728e-02 -6.32827210e-03 3.31299689e-01 4.08258682e-02
1.41793435e-01 -2.90396351e-02]
[ 2.07367338e-01 7.84177042e-01 1.42171240e-02 -4.63545204e-02
7.96005372e-01 -2.38952626e-02 -9.67045192e-01 -4.06584885e-02
6.36543120e-02 2.98563289e-01]
[ 6.73026778e-02 -4.22140841e-01 -1.86664728e-01 2.30553493e-01
-2.70381916e-02 1.19873369e-01 2.43255377e-01 6.65236419e-02
1.53070980e-01 3.25391371e-01]
[ -3.74118086e-02 3.93709770e-02 -1.51224687e-01 3.26419896e-02
-6.57269258e-02 -1.76913719e-01 1.36601584e-01 -1.17535876e-01
-2.01440755e-01 -6.37100150e-02]
[ -4.07141321e-01 -6.85651812e-01 -3.06492110e-01 1.33686370e-01
-1.88373109e-01 4.63494520e-02 3.97041432e-01 -4.12786811e-02
-4.50941080e-02 -5.06230227e-02]
[ -7.17049345e-04 -2.57654108e-01 1.11321039e-02 9.73930577e-02
-5.26524292e-02 -7.30164501e-02 1.79020806e-01 -1.91196132e-01
2.04336702e-01 4.94159102e-02]
[ 1.07511428e-01 -2.94075683e-01 3.05939934e-02 -7.75747339e-02
-2.73143090e-02 -4.74129426e-02 8.21228256e-02 1.16922970e-01
7.80875101e-02 -2.36288145e-02]
[ -1.73767593e-01 -1.89318430e-01 -3.01018069e-01 -1.50433285e-02
-9.97670113e-02 6.62465141e-02 -8.96618742e-02 -2.93450601e-02
2.73410605e-01 -1.27817885e-01]
[ 2.20457400e-02 -4.55150119e-01 7.11056074e-02 -3.48092235e-02
-2.79004693e-01 -1.03868142e-01 2.28250945e-01 -1.12530643e-01
-1.30202560e-02 5.40116220e-02]
[ -7.72117310e-02 -1.33721083e-01 6.11794324e-03 -1.23340760e-01
-1.28508604e-01 8.74895452e-03 2.34943519e-01 -1.01996396e-01
4.42736185e-03 -1.05475012e-01]
[ -1.22717199e-01 -2.38785235e-01 -6.92269243e-02 1.69248413e-02
3.00895042e-01 9.89552042e-02 1.87868072e-01 -1.60666031e-02
-1.63999349e-01 -2.05199958e-01]
[ -1.59388022e-01 1.57182245e-03 6.08432023e-02 1.84529275e-02
-1.67717231e-01 -2.18562450e-01 -1.73618069e-01 -1.97355337e-01
8.37535712e-02 1.70145890e-01]
[ -2.87653212e-01 -3.52220856e-01 9.31326840e-02 2.09211913e-01
-1.60409806e-01 -6.24846400e-02 1.10776283e-01 -2.61706449e-01
-2.80534027e-01 -9.74235036e-02]
[ 9.45599792e-02 -2.10122192e-01 -2.52561165e-02 1.08240957e-01
-5.45569531e-02 -8.61850200e-02 2.64546585e-01 1.81266672e-03
1.92920583e-02 -6.46349291e-03]
[ 3.07853727e-02 -1.35594217e-01 -2.12885925e-01 1.40826759e-01
-6.79076479e-02 8.39322800e-02 -1.10180967e-02 -2.07756283e-02
-9.41779733e-02 -1.11073483e-02]
[ -1.14355633e-01 -8.21551731e-02 -1.99368117e-01 1.67450115e-01
-1.56908713e-02 1.30860594e-01 2.26801464e-03 -2.50053012e-01
7.99543694e-02 -1.84722959e-01]
[ -5.72936905e-02 -4.76610034e-02 2.79730603e-01 1.16425748e-01
7.14352044e-02 -6.58944425e-02 -1.24358078e-01 1.21702089e-01
8.86436821e-02 5.61668545e-02]
[ 6.04438266e-02 -1.55335248e-02 8.80796273e-02 8.76812420e-02
2.03014886e-02 -1.63544006e-02 1.95943972e-01 1.19942934e-01
-2.61042803e-02 -5.71832184e-02]
[ 1.15047299e-02 -1.36243511e-01 -2.92366771e-01 -5.16763819e-02
7.99330024e-02 -9.31703809e-02 1.10300285e-01 1.62669177e-01
1.08193177e-01 -3.12711293e-02]
[ 5.75720243e-02 -3.28801386e-02 -1.12284098e-01 6.06978612e-02
-1.67022004e-01 3.16325235e-01 2.63207767e-01 2.05371035e-01
-1.47044912e-01 -4.57550296e-02]
[ 3.28025056e-03 -1.87466087e-02 1.23017807e-01 1.09206217e-01
1.49111524e-02 1.05335281e-01 -8.86100468e-02 -4.17757694e-02
2.19521858e-01 8.74389301e-02]
[ 1.19073087e-01 8.76568176e-02 -4.12638679e-02 -8.60881230e-02
-1.47348454e-01 -3.34003809e-01 1.12069146e-01 9.25631334e-03
1.53146138e-01 1.01526091e-01]
[ -1.05262063e-01 -7.15408578e-02 -1.64850142e-02 2.08516657e-02
-4.40808171e-02 -2.04330993e-01 -4.26789740e-02 -2.04244023e-02
1.76357125e-02 1.24721397e-01]
[ -1.66822524e-01 -1.37848336e-01 -2.05729327e-01 -2.97913081e-02
-3.00491421e-01 3.34871742e-03 7.21631642e-02 -2.61704214e-02
-1.68615295e-02 3.10487044e-02]
[ -3.00917531e-02 -1.44218876e-01 -7.47957280e-02 -1.24747760e-01
5.24742745e-01 2.75063508e-01 6.09803539e-01 1.13176600e-01
-1.80460812e-01 -3.78504962e-01]
[ -1.58074485e-02 -4.55290731e-01 -3.06372848e-02 -7.08952223e-02
6.48721646e-01 9.96187138e-02 5.77191734e-01 9.15481018e-02
3.14792644e-02 -3.86642686e-01]
[ 1.20020979e-02 -5.12379218e-01 -4.35264859e-02 -1.04873635e-01
6.70447286e-01 2.22103839e-02 5.44223363e-01 4.86722128e-02
-3.63100476e-01 -2.18619880e-01]
[ -1.74991031e-01 -6.49890945e-01 -1.07856323e-02 -2.05377415e-01
7.78777689e-01 -9.07892680e-02 6.68888930e-01 -8.33682057e-02
-6.94440420e-02 8.53234182e-02]
[ -3.02025318e-01 -4.75588912e-01 5.41437975e-02 -5.06786845e-02
9.19664346e-01 1.42606586e-01 4.83814635e-01 4.71811275e-02
-9.11380448e-02 -1.38176703e-01]
[ -2.12901954e-01 -3.57080496e-01 2.49697640e-01 -2.47991261e-01
6.81998793e-01 -4.33487280e-02 7.37012706e-01 1.23851501e-02
-2.61678946e-01 -3.14201892e-02]
[ -1.38356656e-01 -2.54716926e-01 -1.83722766e-01 -1.09675406e-01
5.09825165e-01 -2.27711781e-01 2.06229141e-01 1.67954031e-01
-1.57039361e-02 -1.25753943e-01]
[ 1.00099413e-01 2.53783607e-01 1.59132292e-01 -1.08009688e-01
-7.69406096e-02 5.51410858e-02 -1.50683491e-01 2.81114367e-01
6.19549611e-02 1.67817482e-01]
[ 3.51526106e-01 3.46306241e-01 -8.14240840e-02 3.08129606e-01
-8.88798490e-01 -2.86051241e-01 -4.83764544e-01 1.76933888e-01
3.90107260e-01 -2.28998233e-02]
[ 5.05653942e-02 1.26562526e-01 2.54826061e-01 2.50898847e-01
-5.97189706e-02 -1.97827434e-01 -1.81433707e-01 -1.32796367e-01
-1.35772755e-01 -2.85793162e-01]
[ 1.69985858e-02 -9.44403205e-02 -1.22171350e-01 -6.44926957e-02
2.33128242e-01 4.22328297e-02 5.91336290e-03 -1.85873394e-01
2.46494399e-02 1.97244996e-01]
[ 2.14611899e-03 -4.91870085e-02 -6.74058067e-02 -5.23730538e-02
-2.70622754e-02 -1.78777001e-01 7.69097620e-02 9.78243980e-03
3.56453407e-02 2.64058054e-03]
[ 3.09212695e-02 9.80227645e-02 2.44059539e-01 7.48979011e-02
-2.34070334e-01 -1.37231036e-01 8.55998868e-02 3.93709842e-02
-1.85474957e-01 1.07031456e-01]
[ 7.51122564e-02 5.58869772e-02 1.07730197e-01 8.33134843e-03
-2.41403384e-01 6.67764788e-02 3.75798649e-02 -2.71151563e-01
-1.67939273e-02 -8.67837667e-02]
[ -8.08857953e-03 1.16358955e-01 8.49146938e-02 -3.04922654e-02
-6.44244635e-02 1.78976353e-01 7.47568234e-02 1.18119324e-01
-2.08477385e-02 1.72327693e-01]
[ 2.27051831e-01 9.92279183e-02 3.00921486e-02 8.46304342e-02
-3.73516793e-03 -2.60944401e-02 -2.08872738e-01 1.48604530e-01
-5.12679042e-02 -1.59951150e-02]
[ 4.95989867e-02 3.93092932e-02 1.93870198e-02 4.96331804e-02
-4.59498566e-01 -1.25781048e-01 -2.38330697e-01 4.16062914e-02
1.24549548e-01 1.99411889e-01]
[ 5.61467968e-02 4.92896395e-01 1.26904056e-01 4.34777809e-01
-1.27309799e+00 -3.02427326e-01 -5.62094159e-01 -7.13017989e-02
2.98420929e-01 3.39846333e-01]
[ 1.80112327e-01 4.98791661e-01 6.83471008e-02 4.35035691e-01
-1.04941421e+00 -8.34712460e-02 -4.38027575e-01 1.51292401e-01
2.17757741e-01 4.81985963e-01]
[ 2.47216371e-01 3.26266512e-01 2.46018279e-01 1.48278557e-01
-5.07326011e-01 8.10047904e-02 -2.24277577e-01 1.62100877e-01
2.40278175e-01 7.86411568e-02]
[ -7.21411946e-02 2.43371785e-01 2.41597829e-01 1.84078737e-02
-7.20787087e-02 1.30113859e-01 -1.19026385e-01 -1.50893107e-02
-3.09803609e-02 5.24030459e-02]
[ -9.95840745e-02 1.41124696e-02 2.40642149e-02 9.23977532e-02
-7.13661262e-02 1.15985885e-01 2.29535321e-01 1.98118404e-02
-2.74918658e-01 -9.32054047e-02]
[ -2.24468252e-01 -4.40892144e-02 -9.51244173e-02 -3.48470816e-01
1.92794300e-01 1.20299097e-01 1.15384302e-01 1.02931517e-01
-2.10062888e-01 2.93936106e-02]
[ 6.57280885e-03 -4.26283230e-01 -1.29108059e-01 -1.66263211e-01
3.81870138e-01 2.66402904e-02 2.05164098e-01 1.51913694e-01
-1.69014828e-01 -2.26614805e-01]
[ 9.18411630e-02 -2.66559409e-01 -1.65079544e-01 -4.66677008e-02
-1.02164133e-01 -3.74180250e-02 1.44585775e-01 -1.58040613e-01
9.80470184e-02 -1.86646046e-01]
[ -1.08362084e-01 2.95176071e-02 2.68566931e-01 1.10808081e-02
1.38194516e-01 7.42929583e-02 5.72413155e-02 -2.95955322e-01
-9.96338020e-02 -4.47718828e-02]
[ -3.38004408e-01 4.91070863e-03 1.87338178e-02 -1.18802213e-02
1.41300524e-01 -1.79843984e-01 1.51048346e-02 2.34964487e-01
-7.28791057e-02 8.58217239e-02]
[ 1.53671592e-01 -1.25543698e-02 -2.29426272e-01 -6.38193525e-02
8.91264690e-02 -3.04276365e-01 8.26376356e-02 -1.65670989e-01
1.27041508e-02 -1.71967784e-01]
[ 2.18675209e-01 -2.18475657e-01 6.73310443e-02 -1.27279156e-02
8.55461162e-02 -4.08694286e-02 5.47891778e-02 -1.35892581e-01
1.20529201e-01 -1.65990793e-01]
[ -1.03522422e-01 -8.68386191e-02 1.21991386e-01 1.10258332e-01
2.54912987e-02 -1.15483207e-01 2.52605209e-01 -7.84189185e-02
1.82098969e-01 -6.68937621e-04]
[ -4.18289789e-02 -2.19251703e-01 1.81899825e-01 -3.11954533e-01
-2.33066989e-01 1.34157429e-01 1.22392654e-01 -1.23734803e-01
-1.49104268e-02 1.79933273e-01]]
[[ 0.62888447]
[ 1.75352851]
[ 0.23278072]
[ 0.8812719 ]
[-2.75928853]
[-0.26645618]
[-1.76582994]
[ 0.07977159]
[ 0.69688845]
[ 0.88283147]]
Progress: 49.7% ... Training loss: 0.264 ... Validation loss: 0.456[[ 1.72112627e-01 2.85497046e-01 -1.00855706e-01 1.16394764e-01
-4.65945575e-01 -7.29996520e-02 -1.01999226e-01 1.20834546e-01
-4.35621593e-02 2.16611220e-01]
[ 1.17867330e-02 1.31704883e-01 -1.97615114e-02 4.59409837e-02
7.95958838e-02 -6.42150206e-03 3.30722559e-01 4.08521857e-02
1.42015577e-01 -2.87422157e-02]
[ 2.07697303e-01 7.84586380e-01 1.44189680e-02 -4.57874233e-02
7.96104556e-01 -2.40332887e-02 -9.67251792e-01 -4.06081266e-02
6.42041607e-02 2.99191480e-01]
[ 6.69282110e-02 -4.23084031e-01 -1.86771832e-01 2.30151711e-01
-2.45126180e-02 1.20032227e-01 2.44452752e-01 6.64870846e-02
1.52477114e-01 3.25026698e-01]
[ -3.69131787e-02 4.11568275e-02 -1.51057318e-01 3.33382437e-02
-7.10943778e-02 -1.77112102e-01 1.35071485e-01 -1.17462964e-01
-2.00718955e-01 -6.35234941e-02]
[ -4.07659993e-01 -6.86728129e-01 -3.06720236e-01 1.32867817e-01
-1.88262190e-01 4.65933018e-02 3.98124541e-01 -4.13507977e-02
-4.57439385e-02 -5.14859587e-02]
[ -3.01947602e-03 -2.63175664e-01 1.03340369e-02 9.42838068e-02
-4.38176954e-02 -7.20560951e-02 1.84652451e-01 -1.91472606e-01
2.01764707e-01 4.65097450e-02]
[ 1.07239732e-01 -2.93964876e-01 3.05260969e-02 -7.79365568e-02
-2.71305652e-02 -4.72791288e-02 8.21396761e-02 1.16889551e-01
7.78915423e-02 -2.40887453e-02]
[ -1.72831072e-01 -1.86763848e-01 -3.00643835e-01 -1.36519818e-02
-1.03520973e-01 6.58586026e-02 -9.19655071e-02 -2.92278202e-02
2.74382604e-01 -1.26530055e-01]
[ 2.17816816e-02 -4.54474229e-01 7.10643833e-02 -3.50855148e-02
-2.79278693e-01 -1.03734544e-01 2.28230013e-01 -1.12559186e-01
-1.33204961e-02 5.36688188e-02]
[ -7.81359003e-02 -1.36190260e-01 5.79518896e-03 -1.24652509e-01
-1.26043512e-01 9.14242570e-03 2.37133073e-01 -1.02106400e-01
3.36652630e-03 -1.06677743e-01]
[ -1.23685246e-01 -2.40924431e-01 -6.95828028e-02 1.56146007e-02
3.04079385e-01 9.93782424e-02 1.90127423e-01 -1.61928262e-02
-1.65084068e-01 -2.06595626e-01]
[ -1.59388022e-01 1.57182245e-03 6.08432023e-02 1.84529275e-02
-1.67717231e-01 -2.18562450e-01 -1.73618069e-01 -1.97355337e-01
8.37535712e-02 1.70145890e-01]
[ -2.88151628e-01 -3.53051794e-01 9.29241066e-02 2.08477615e-01
-1.59788934e-01 -6.22476602e-02 1.11725408e-01 -2.61776450e-01
-2.81156338e-01 -9.82086711e-02]
[ 9.43618111e-02 -2.10556396e-01 -2.53243404e-02 1.07949061e-01
-5.45674951e-02 -8.61210321e-02 2.64912769e-01 1.78960073e-03
1.90815274e-02 -6.76470343e-03]
[ 3.09655292e-02 -1.34838260e-01 -2.12820613e-01 1.40995900e-01
-6.81579813e-02 8.38591740e-02 -1.18603723e-02 -2.07492771e-02
-9.40826310e-02 -1.09156365e-02]
[ -1.15134976e-01 -8.38642696e-02 -1.99644101e-01 1.66388576e-01
-1.31011212e-02 1.31191996e-01 3.89038142e-03 -2.50145290e-01
7.90841024e-02 -1.85790490e-01]
[ -5.80679695e-02 -4.95721485e-02 2.79473783e-01 1.15520137e-01
7.40653361e-02 -6.55844969e-02 -1.22181004e-01 1.21611085e-01
8.78585609e-02 5.54305047e-02]
[ 5.88988411e-02 -1.95693316e-02 8.75120376e-02 8.54408717e-02
2.70035414e-02 -1.56932042e-02 2.00006075e-01 1.19740876e-01
-2.78060991e-02 -5.94026452e-02]
[ 1.23123406e-02 -1.33941822e-01 -2.92049273e-01 -5.04665826e-02
7.58247700e-02 -9.35057909e-02 1.07908162e-01 1.62778749e-01
1.09129952e-01 -3.00739326e-02]
[ 5.72170082e-02 -3.38939010e-02 -1.12423062e-01 6.01450145e-02
-1.65521809e-01 3.16496299e-01 2.64218552e-01 2.05320007e-01
-1.47455468e-01 -4.63693849e-02]
[ 4.02750042e-03 -1.62509841e-02 1.23327811e-01 1.10323233e-01
1.15953658e-02 1.05010052e-01 -9.06957784e-02 -4.16784644e-02
2.20342719e-01 8.84626385e-02]
[ 1.19040661e-01 8.77231257e-02 -4.12652392e-02 -8.61009909e-02
-1.46927874e-01 -3.33970508e-01 1.12108544e-01 9.24999570e-03
1.53125881e-01 1.01462458e-01]
[ -1.04975219e-01 -7.09994263e-02 -1.63771998e-02 2.12564181e-02
-4.52427795e-02 -2.04458204e-01 -4.33258128e-02 -2.03868784e-02
1.79544813e-02 1.25140749e-01]
[ -1.66818026e-01 -1.38006877e-01 -2.05732283e-01 -2.97908671e-02
-3.00732712e-01 3.35190329e-03 7.23310680e-02 -2.61701911e-02
-1.68582077e-02 3.10632066e-02]
[ -3.00470589e-02 -1.44186005e-01 -7.47794551e-02 -1.24685748e-01
5.24554828e-01 2.75047185e-01 6.09754880e-01 1.13182339e-01
-1.80408650e-01 -3.78441914e-01]
[ -1.56964107e-02 -4.55287317e-01 -3.05949335e-02 -7.07412754e-02
6.48327432e-01 9.95709182e-02 5.77088690e-01 9.15625039e-02
3.15877526e-02 -3.86490103e-01]
[ 1.20576725e-02 -5.12400583e-01 -4.35040259e-02 -1.04791525e-01
6.70079309e-01 2.21830471e-02 5.44237459e-01 4.86808631e-02
-3.63018104e-01 -2.18510839e-01]
[ -1.75096481e-01 -6.49956122e-01 -1.08241137e-02 -2.05528875e-01
7.79150129e-01 -9.07443580e-02 6.68971121e-01 -8.33819379e-02
-6.95636570e-02 8.51717738e-02]
[ -3.02548078e-01 -4.76780476e-01 5.39561223e-02 -5.13987298e-02
9.21767189e-01 1.42823222e-01 4.85145051e-01 4.71187943e-02
-9.16768430e-02 -1.38845127e-01]
[ -2.12911781e-01 -3.57084704e-01 2.49693088e-01 -2.48010042e-01
6.82025732e-01 -4.33423309e-02 7.37007908e-01 1.23834133e-02
-2.61692318e-01 -3.14386108e-02]
[ -1.38286127e-01 -2.54392524e-01 -1.83694841e-01 -1.09573127e-01
5.09654063e-01 -2.27739337e-01 2.05951698e-01 1.67963094e-01
-1.56227365e-02 -1.25629508e-01]
[ 1.00254332e-01 2.54267376e-01 1.59217633e-01 -1.07743406e-01
-7.76759370e-02 5.50687097e-02 -1.51035781e-01 2.81134748e-01
6.20713819e-02 1.68015117e-01]
[ 3.51781291e-01 3.48029742e-01 -8.13078586e-02 3.08480440e-01
-8.90502857e-01 -2.86179665e-01 -4.85332149e-01 1.76976453e-01
3.90259316e-01 -2.25716281e-02]
[ 5.02613050e-02 1.25442745e-01 2.54716265e-01 2.50506068e-01
-5.79127312e-02 -1.97694441e-01 -1.80309802e-01 -1.32832684e-01
-1.36126864e-01 -2.86242559e-01]
[ 1.65837545e-02 -9.56692862e-02 -1.22331054e-01 -6.51043313e-02
2.34662083e-01 4.24147420e-02 7.03138636e-03 -1.85932016e-01
2.41661150e-02 1.96660642e-01]
[ 2.37433125e-03 -4.84608760e-02 -6.73077778e-02 -5.20206470e-02
-2.84417011e-02 -1.78871283e-01 7.61443058e-02 9.81369917e-03
3.59262544e-02 2.91413630e-03]
[ 3.14720729e-02 9.98008253e-02 2.44271183e-01 7.56766288e-02
-2.36499383e-01 -1.37452544e-01 8.39807882e-02 3.94418396e-02
-1.84839954e-01 1.07722254e-01]
[ 7.48005983e-02 5.50094468e-02 1.07605631e-01 7.82332159e-03
-2.39657959e-01 6.69220657e-02 3.84715454e-02 -2.71199621e-01
-1.71804597e-02 -8.72759653e-02]
[ -9.04745825e-03 1.14115260e-01 8.45575728e-02 -3.18527826e-02
-6.09605760e-02 1.79397184e-01 7.67042772e-02 1.17994337e-01
-2.19349810e-02 1.71011329e-01]
[ 2.27091516e-01 9.94714445e-02 3.01064485e-02 8.46584537e-02
-3.66271803e-03 -2.61058460e-02 -2.08926761e-01 1.48607972e-01
-5.12098035e-02 -1.59933557e-02]
[ 4.94634334e-02 3.90461771e-02 1.93354417e-02 4.94337290e-02
-4.59109857e-01 -1.25726949e-01 -2.38083072e-01 4.15885746e-02
1.24396239e-01 1.99236786e-01]
[ 5.64163676e-02 4.93608481e-01 1.27003502e-01 4.35149172e-01
-1.27382309e+00 -3.02526860e-01 -5.62706336e-01 -7.12689650e-02
2.98695133e-01 3.40201471e-01]
[ 1.78601571e-01 4.94846083e-01 6.77871805e-02 4.33035749e-01
-1.04599975e+00 -8.28230473e-02 -4.33998048e-01 1.51100516e-01
2.16187964e-01 4.80101493e-01]
[ 2.47550315e-01 3.27057748e-01 2.46152812e-01 1.48777211e-01
-5.08656428e-01 8.08540547e-02 -2.25040417e-01 1.62145874e-01
2.40682286e-01 7.91140541e-02]
[ -7.19025572e-02 2.44071423e-01 2.41691287e-01 1.87703534e-02
-7.31359860e-02 1.30005390e-01 -1.19713578e-01 -1.50559824e-02
-3.07004721e-02 5.27429366e-02]
[ -9.98650572e-02 1.33080959e-02 2.39622210e-02 9.20037628e-02
-7.01409425e-02 1.16105448e-01 2.30333634e-01 1.97789101e-02
-2.75232725e-01 -9.35722897e-02]
[ -2.24490313e-01 -4.40207939e-02 -9.51356482e-02 -3.48509682e-01
1.92774462e-01 1.20309900e-01 1.15314675e-01 1.02929449e-01
-2.10095719e-01 2.93588103e-02]
[ 6.64058535e-03 -4.26037417e-01 -1.29083282e-01 -1.66175110e-01
3.81595162e-01 2.66142115e-02 2.04933092e-01 1.51921792e-01
-1.68932566e-01 -2.26522924e-01]
[ 9.15286534e-02 -2.67091643e-01 -1.65200969e-01 -4.70631145e-02
-1.02120828e-01 -3.72456346e-02 1.45414321e-01 -1.58083325e-01
9.77046407e-02 -1.87040005e-01]
[ -1.10276964e-01 2.52012265e-02 2.67871606e-01 8.49794543e-03
1.44907051e-01 7.51031851e-02 6.14947041e-02 -2.96199458e-01
-1.01693022e-01 -4.73157907e-02]
[ -3.39069572e-01 2.31951889e-03 1.83561935e-02 -1.33120487e-02
1.45311288e-01 -1.79392627e-01 1.75993364e-02 2.34829085e-01
-7.40770859e-02 8.43160004e-02]
[ 1.53764167e-01 -1.21144166e-02 -2.29391736e-01 -6.37003509e-02
8.86448397e-02 -3.04310570e-01 8.22210954e-02 -1.65658858e-01
1.27825768e-02 -1.71845019e-01]
[ 2.19085048e-01 -2.17489233e-01 6.75064619e-02 -1.21495271e-02
8.38042088e-02 -4.10483441e-02 5.39642289e-02 -1.35832481e-01
1.20876068e-01 -1.65381618e-01]
[ -1.03140894e-01 -8.59000446e-02 1.22142254e-01 1.10711388e-01
2.45998267e-02 -1.15666865e-01 2.51554832e-01 -7.83616845e-02
1.82501722e-01 -9.12128104e-05]
[ -4.15766404e-02 -2.18109335e-01 1.82013521e-01 -3.11593156e-01
-2.35343151e-01 1.34070341e-01 1.21536056e-01 -1.23706790e-01
-1.45846886e-02 1.80125997e-01]]
[[ 0.62335874]
[ 1.74818982]
[ 0.22468125]
[ 0.87226277]
[-2.76518229]
[-0.27394566]
[-1.77527066]
[ 0.07386249]
[ 0.69095748]
[ 0.87505806]]
Progress: 49.8% ... Training loss: 0.262 ... Validation loss: 0.452[[ 1.71953205e-01 2.83747623e-01 -1.00901649e-01 1.15857687e-01
-4.61302668e-01 -7.28763755e-02 -1.00888562e-01 1.20815961e-01
-4.37700921e-02 2.16459753e-01]
[ 1.20780848e-02 1.32261098e-01 -1.96489629e-02 4.63749546e-02
7.89040420e-02 -6.55505751e-03 3.30407822e-01 4.08885627e-02
1.42338027e-01 -2.83198485e-02]
[ 2.06771952e-01 7.79618768e-01 1.40354170e-02 -4.73790421e-02
8.00562101e-01 -2.35564989e-02 -9.63847947e-01 -4.07346569e-02
6.32520170e-02 2.97700608e-01]
[ 6.55648750e-02 -4.26181790e-01 -1.87215784e-01 2.28371546e-01
-1.81325806e-02 1.20715134e-01 2.47008905e-01 6.63070287e-02
1.51267855e-01 3.23040115e-01]
[ -3.51578303e-02 4.41984613e-02 -1.50413632e-01 3.60290712e-02
-7.56849818e-02 -1.77889409e-01 1.31717025e-01 -1.17238547e-01
-1.98729919e-01 -6.10342125e-02]
[ -4.07204336e-01 -6.85455394e-01 -3.06561933e-01 1.33480038e-01
-1.90257329e-01 4.64035028e-02 3.96985432e-01 -4.13006945e-02
-4.53182440e-02 -5.08834403e-02]
[ -2.39229867e-03 -2.62219292e-01 1.05624917e-02 9.50033942e-02
-4.33717502e-02 -7.23274822e-02 1.83279131e-01 -1.91387943e-01
2.02395388e-01 4.75209355e-02]
[ 1.07251301e-01 -2.94865443e-01 3.04935218e-02 -7.81407191e-02
-2.64566952e-02 -4.72056771e-02 8.22713869e-02 1.16867813e-01
7.78894877e-02 -2.42106859e-02]
[ -1.74131265e-01 -1.90041225e-01 -3.01061436e-01 -1.54301391e-02
-9.91068763e-02 6.64063206e-02 -8.87375452e-02 -2.93807350e-02
2.73096594e-01 -1.28286491e-01]
[ 2.32685083e-02 -4.51386478e-01 7.15736934e-02 -3.33798069e-02
-2.82316639e-01 -1.04368468e-01 2.24267789e-01 -1.12393238e-01
-1.18929844e-02 5.57188985e-02]
[ -7.91056872e-02 -1.39910790e-01 5.47514509e-03 -1.26152290e-01
-1.21330661e-01 9.60608541e-03 2.40582819e-01 -1.02225799e-01
2.46061476e-03 -1.08058261e-01]
[ -1.24408075e-01 -2.42240489e-01 -6.98354865e-02 1.47581631e-02
3.05943253e-01 9.97084899e-02 1.91487143e-01 -1.62792618e-02
-1.65837356e-01 -2.07529855e-01]
[ -1.59388022e-01 1.57182245e-03 6.08432023e-02 1.84529275e-02
-1.67717231e-01 -2.18562450e-01 -1.73618069e-01 -1.97355337e-01
8.37535712e-02 1.70145890e-01]
[ -2.88105447e-01 -3.52834175e-01 9.29183990e-02 2.08465284e-01
-1.59907947e-01 -6.22460890e-02 1.11511867e-01 -2.61778216e-01
-2.81170604e-01 -9.82056180e-02]
[ 9.42200137e-02 -2.10695883e-01 -2.53591525e-02 1.07828119e-01
-5.47468421e-02 -8.60744445e-02 2.65347235e-01 1.77583262e-03
1.89375560e-02 -6.89639820e-03]
[ 3.15603448e-02 -1.33594515e-01 -2.12604641e-01 1.41808101e-01
-7.00217813e-02 8.35997707e-02 -1.32607299e-02 -2.06779545e-02
-9.34461304e-02 -1.01236244e-02]
[ -1.14620081e-01 -8.28501561e-02 -1.99462515e-01 1.66963842e-01
-1.23995802e-02 1.30966588e-01 2.57908787e-03 -2.50075450e-01
7.95732997e-02 -1.84975696e-01]
[ -5.83918857e-02 -5.05990951e-02 2.79371158e-01 1.15066639e-01
7.56725775e-02 -6.54449277e-02 -1.21252228e-01 1.21575282e-01
8.75235719e-02 5.50187689e-02]
[ 5.92329234e-02 -1.88781551e-02 8.76234482e-02 8.58937330e-02
2.55734159e-02 -1.58323246e-02 1.99278306e-01 1.19779265e-01
-2.74452428e-02 -5.89270584e-02]
[ 1.13172052e-02 -1.36997793e-01 -2.92452028e-01 -5.21797643e-02
8.06349728e-02 -9.29994748e-02 1.10321133e-01 1.62638444e-01
1.07954698e-01 -3.16591559e-02]
[ 5.87351592e-02 -3.01177354e-02 -1.11849733e-01 6.23601869e-02
-1.71918233e-01 3.15819035e-01 2.60416550e-01 2.05506587e-01
-1.45708708e-01 -4.41905334e-02]
[ 3.61829078e-03 -1.75717775e-02 1.23162466e-01 1.09761293e-01
1.33897308e-02 1.05209455e-01 -8.94716607e-02 -4.17342304e-02
2.19879281e-01 8.78885204e-02]
[ 1.17578962e-01 8.43120512e-02 -4.17395008e-02 -8.81132482e-02
-1.41691584e-01 -3.33349410e-01 1.15704741e-01 9.07764215e-03
1.51667304e-01 9.94601037e-02]
[ -1.04618676e-01 -7.04741396e-02 -1.62418491e-02 2.17969876e-02
-4.67739042e-02 -2.04625022e-01 -4.41632887e-02 -2.03413128e-02
1.83647455e-02 1.25677750e-01]
[ -1.67056725e-01 -1.38469548e-01 -2.05827843e-01 -3.01632971e-02
-2.99823744e-01 3.46535592e-03 7.28742212e-02 -2.62020147e-02
-1.71429804e-02 3.07023684e-02]
[ -3.00770535e-02 -1.44298245e-01 -7.47800935e-02 -1.24726554e-01
5.24723452e-01 2.75059237e-01 6.09788560e-01 1.13178079e-01
-1.80423778e-01 -3.78507425e-01]
[ -1.57290858e-02 -4.55421271e-01 -3.06056372e-02 -7.07944667e-02
6.48527356e-01 9.95886838e-02 5.77184629e-01 9.15587237e-02
3.15481029e-02 -3.86519749e-01]
[ 1.17416924e-02 -5.13145525e-01 -4.36251734e-02 -1.05261704e-01
6.71507192e-01 2.23286476e-02 5.45135154e-01 4.86413941e-02
-3.63378103e-01 -2.18953403e-01]
[ -1.74863847e-01 -6.49484925e-01 -1.07387068e-02 -2.05203949e-01
7.78181279e-01 -9.08445896e-02 6.68436771e-01 -8.33537172e-02
-6.92995290e-02 8.54939461e-02]
[ -3.02481934e-01 -4.76645599e-01 5.39794415e-02 -5.13137210e-02
9.21558494e-01 1.42794706e-01 4.84946578e-01 4.71263310e-02
-9.16110484e-02 -1.38760512e-01]
[ -2.12538272e-01 -3.56352674e-01 2.49826562e-01 -2.47482594e-01
6.80528928e-01 -4.35045955e-02 7.36198458e-01 1.24277829e-02
-2.61280191e-01 -3.09203511e-02]
[ -1.38731118e-01 -2.55616843e-01 -1.83855493e-01 -1.10229059e-01
5.11472618e-01 -2.27541452e-01 2.07201792e-01 1.67908722e-01
-1.61001554e-02 -1.26198872e-01]
[ 1.01435684e-01 2.57475785e-01 1.59647595e-01 -1.06094618e-01
-8.29028750e-02 5.45464037e-02 -1.54385700e-01 2.81269950e-01
6.34142017e-02 1.69551443e-01]
[ 3.52275054e-01 3.48998522e-01 -8.11332340e-02 3.08963931e-01
-8.90073823e-01 -2.86349869e-01 -4.86814886e-01 1.77028168e-01
3.90750846e-01 -2.18934808e-02]
[ 4.99362304e-02 1.24753374e-01 2.54603267e-01 2.50061436e-01
-5.68433514e-02 -1.97554455e-01 -1.79558468e-01 -1.32870522e-01
-1.36481685e-01 -2.86653504e-01]
[ 1.66302410e-02 -9.56470909e-02 -1.22307163e-01 -6.49985386e-02
2.34389403e-01 4.23804903e-02 7.04383299e-03 -1.85922599e-01
2.42449327e-02 1.96773656e-01]
[ 2.14363073e-03 -4.90492133e-02 -6.73879949e-02 -5.23497355e-02
-2.74977581e-02 -1.78777805e-01 7.67382503e-02 9.78749555e-03
3.56692002e-02 2.58378668e-03]
[ 3.14402715e-02 9.96421878e-02 2.44267205e-01 7.56368997e-02
-2.35757988e-01 -1.37440032e-01 8.44154406e-02 3.94383304e-02
-1.84883080e-01 1.07685706e-01]
[ 7.45383247e-02 5.42584385e-02 1.07514272e-01 7.45148204e-03
-2.38495202e-01 6.70357797e-02 3.92253366e-02 -2.71229764e-01
-1.74650924e-02 -8.76460253e-02]
[ -8.90480214e-03 1.14066292e-01 8.45911529e-02 -3.17267530e-02
-6.11977674e-02 1.79346427e-01 7.65427514e-02 1.18007052e-01
-2.18066236e-02 1.71185278e-01]
[ 2.27066038e-01 9.97068721e-02 3.01046980e-02 8.46145003e-02
-3.44704113e-03 -2.60915214e-02 -2.09322366e-01 1.48604282e-01
-5.12949870e-02 -1.60352850e-02]
[ 4.90084062e-02 3.78721045e-02 1.91853716e-02 4.87345995e-02
-4.57283390e-01 -1.25539913e-01 -2.36595989e-01 4.15329281e-02
1.23930594e-01 1.98583164e-01]
[ 5.66036823e-02 4.93229049e-01 1.27074750e-01 4.35537316e-01
-1.27487014e+00 -3.02591843e-01 -5.62540999e-01 -7.12433123e-02
2.98995986e-01 3.40560905e-01]
[ 1.78218056e-01 4.94036840e-01 6.76280054e-02 4.32420012e-01
-1.04406981e+00 -8.26407520e-02 -4.33503405e-01 1.51048193e-01
2.15727066e-01 4.79526386e-01]
[ 2.46894550e-01 3.25569051e-01 2.45912623e-01 1.47835580e-01
-5.06543354e-01 8.11404478e-02 -2.23446618e-01 1.62071097e-01
2.39956671e-01 7.82265662e-02]
[ -7.19380608e-02 2.44052874e-01 2.41674700e-01 1.87176309e-02
-7.30203704e-02 1.30025206e-01 -1.19634787e-01 -1.50618682e-02
-3.07406265e-02 5.26941282e-02]
[ -9.99689551e-02 1.31056429e-02 2.39257098e-02 9.18651957e-02
-6.97529750e-02 1.16153409e-01 2.30540725e-01 1.97669197e-02
-2.75355838e-01 -9.37284859e-02]
[ -2.24443843e-01 -4.40200703e-02 -9.51187181e-02 -3.48440569e-01
1.92653497e-01 1.20288373e-01 1.15260695e-01 1.02935466e-01
-2.10051319e-01 2.94391235e-02]
[ 6.99714691e-03 -4.25235669e-01 -1.28953160e-01 -1.65687226e-01
3.80162879e-01 2.64584197e-02 2.03916053e-01 1.51964950e-01
-1.68560643e-01 -2.26035682e-01]
[ 9.00954243e-02 -2.70723622e-01 -1.65742379e-01 -4.93209249e-02
-9.63516415e-02 -3.65712926e-02 1.48662103e-01 -1.58268170e-01
9.61276037e-02 -1.89157860e-01]
[ -1.10547790e-01 2.37035066e-02 2.67793761e-01 8.12704440e-03
1.46854571e-01 7.52165926e-02 6.28062130e-02 -2.96225599e-01
-1.01987767e-01 -4.76739248e-02]
[ -3.38301630e-01 4.29909246e-03 1.86173660e-02 -1.22807581e-02
1.42210754e-01 -1.79716700e-01 1.55576221e-02 2.34908576e-01
-7.32952203e-02 8.52945672e-02]
[ 1.53594750e-01 -1.31122842e-02 -2.29409873e-01 -6.39537835e-02
9.04016899e-02 -3.04275349e-01 8.27149481e-02 -1.65670387e-01
1.26386730e-02 -1.71918261e-01]
[ 2.19307911e-01 -2.17527808e-01 6.75761501e-02 -1.18672140e-02
8.48091766e-02 -4.11215977e-02 5.38636289e-02 -1.35809014e-01
1.21126996e-01 -1.65012686e-01]
[ -1.02818570e-01 -8.50517655e-02 1.22237538e-01 1.11078765e-01
2.29259692e-02 -1.15768036e-01 2.50499836e-01 -7.83304550e-02
1.82798476e-01 3.10313557e-04]
[ -4.12220855e-02 -2.16719883e-01 1.82161351e-01 -3.11042504e-01
-2.37508509e-01 1.33905851e-01 1.20527465e-01 -1.23658348e-01
-1.41302380e-02 1.80661535e-01]]
[[ 0.62098559]
[ 1.74547513]
[ 0.22458847]
[ 0.87101944]
[-2.76696031]
[-0.27450759]
[-1.77366022]
[ 0.07303093]
[ 0.68736289]
[ 0.87354692]]
Progress: 49.8% ... Training loss: 0.261 ... Validation loss: 0.451[[ 1.69547264e-01 2.77901068e-01 -1.01781659e-01 1.12179644e-01
-4.53871311e-01 -7.16941475e-02 -9.54878143e-02 1.20499259e-01
-4.65227765e-02 2.12881397e-01]
[ 1.22483274e-02 1.32506238e-01 -1.95874815e-02 4.66145277e-02
7.81429241e-02 -6.63204987e-03 3.30199695e-01 4.09087221e-02
1.42514936e-01 -2.80855068e-02]
[ 2.08107404e-01 7.80817461e-01 1.44532335e-02 -4.58438457e-02
7.97485123e-01 -2.39760422e-02 -9.66051895e-01 -4.05965801e-02
6.44691721e-02 2.99512037e-01]
[ 6.55040655e-02 -4.25046116e-01 -1.87251279e-01 2.28361582e-01
-1.69812479e-02 1.20623733e-01 2.46490989e-01 6.63040281e-02
1.51036400e-01 3.22735341e-01]
[ -3.52562384e-02 4.33571321e-02 -1.50461144e-01 3.59477978e-02
-7.51799442e-02 -1.77799973e-01 1.32984241e-01 -1.17244490e-01
-1.98810221e-01 -6.09010522e-02]
[ -4.07614270e-01 -6.86026695e-01 -3.06723026e-01 1.32862600e-01
-1.89131395e-01 4.65998936e-02 3.97313962e-01 -4.13544938e-02
-4.58179979e-02 -5.16113485e-02]
[ -2.71611740e-03 -2.63294450e-01 1.04840649e-02 9.45478595e-02
-4.44916370e-02 -7.21684251e-02 1.84147257e-01 -1.91429757e-01
2.02134191e-01 4.69738223e-02]
[ 1.06084792e-01 -2.98665545e-01 3.00226533e-02 -7.99355691e-02
-2.28149542e-02 -4.65681997e-02 8.57745405e-02 1.16710232e-01
7.64672099e-02 -2.58894128e-02]
[ -1.73809487e-01 -1.88889905e-01 -3.00935809e-01 -1.49731237e-02
-1.02231122e-01 6.62721360e-02 -8.97942751e-02 -2.93477384e-02
2.73509079e-01 -1.27827990e-01]
[ 2.28051601e-02 -4.53700482e-01 7.13673480e-02 -3.43635038e-02
-2.84653360e-01 -1.04027601e-01 2.25606856e-01 -1.12477070e-01
-1.23773113e-02 5.49319198e-02]
[ -7.90627464e-02 -1.39821107e-01 5.50788595e-03 -1.26093149e-01
-1.21698050e-01 9.57547719e-03 2.40500467e-01 -1.02216100e-01
2.51298494e-03 -1.07985221e-01]
[ -1.25566151e-01 -2.44311410e-01 -7.02466433e-02 1.32719120e-02
3.09170904e-01 1.00256972e-01 1.93873508e-01 -1.64253247e-02
-1.67176144e-01 -2.09311165e-01]
[ -1.59388022e-01 1.57182245e-03 6.08432023e-02 1.84529275e-02
-1.67717231e-01 -2.18562450e-01 -1.73618069e-01 -1.97355337e-01
8.37535712e-02 1.70145890e-01]
[ -2.88283295e-01 -3.53078937e-01 9.28404764e-02 2.08260953e-01
-1.59675642e-01 -6.21545367e-02 1.11811745e-01 -2.61803906e-01
-2.81398786e-01 -9.85341603e-02]
[ 9.36701187e-02 -2.11616205e-01 -2.55506659e-02 1.07085041e-01
-5.31511917e-02 -8.58254715e-02 2.66316224e-01 1.70977190e-03
1.83175180e-02 -7.69261142e-03]
[ 3.14726162e-02 -1.33758731e-01 -2.12634906e-01 1.41547144e-01
-6.91440005e-02 8.36377894e-02 -1.34562847e-02 -2.06878018e-02
-9.35618097e-02 -1.02728428e-02]
[ -1.15047636e-01 -8.38526935e-02 -1.99587517e-01 1.66465675e-01
-1.21811929e-02 1.31155361e-01 3.76164399e-03 -2.50125868e-01
7.91405797e-02 -1.85618058e-01]
[ -5.83544863e-02 -5.08492545e-02 2.79396058e-01 1.15026092e-01
7.47824495e-02 -6.54464941e-02 -1.21308550e-01 1.21574416e-01
8.76231415e-02 5.50078566e-02]
[ 5.96495013e-02 -1.78656977e-02 8.77787191e-02 8.64840033e-02
2.37360543e-02 -1.59961045e-02 1.98254289e-01 1.19828801e-01
-2.69688938e-02 -5.83066629e-02]
[ 1.09655401e-02 -1.38323934e-01 -2.92590178e-01 -5.26752980e-02
8.14515670e-02 -9.27861227e-02 1.11479714e-01 1.62591935e-01
1.07492218e-01 -3.21465520e-02]
[ 5.84307786e-02 -3.09791483e-02 -1.11976297e-01 6.18756526e-02
-1.70541749e-01 3.15969433e-01 2.61268420e-01 2.05465638e-01
-1.46092323e-01 -4.46784408e-02]
[ 3.20002234e-03 -1.89625005e-02 1.22979868e-01 1.09060444e-01
1.45715380e-02 1.05433974e-01 -8.82554325e-02 -4.17944973e-02
2.19325335e-01 8.72480429e-02]
[ 1.17519402e-01 8.44924805e-02 -4.17530125e-02 -8.82251174e-02
-1.42656523e-01 -3.33317254e-01 1.15653149e-01 9.06733509e-03
1.51669631e-01 9.93864821e-02]
[ -1.04461564e-01 -7.00871875e-02 -1.61818191e-02 2.20457913e-02
-4.80333020e-02 -2.04696942e-01 -4.45307029e-02 -2.03243056e-02
1.85852674e-02 1.25907339e-01]
[ -1.66869397e-01 -1.38184356e-01 -2.05767279e-01 -2.98733149e-02
-3.00647385e-01 3.37362064e-03 7.25341010e-02 -2.61778384e-02
-1.69158314e-02 3.09737853e-02]
[ -2.99950769e-02 -1.44429844e-01 -7.47610262e-02 -1.24605474e-01
5.24238368e-01 2.75021329e-01 6.09958409e-01 1.13188431e-01
-1.80323374e-01 -3.78409885e-01]
[ -1.56078406e-02 -4.55179939e-01 -3.05620826e-02 -7.06211195e-02
6.48032908e-01 9.95339576e-02 5.76895549e-01 9.15732121e-02
3.16804454e-02 -3.86348598e-01]
[ 1.18033114e-02 -5.13114537e-01 -4.36068077e-02 -1.05182731e-01
6.71219361e-01 2.23031818e-02 5.45078520e-01 4.86478745e-02
-3.63310003e-01 -2.18866448e-01]
[ -1.74835775e-01 -6.49424093e-01 -1.07292640e-02 -2.05164965e-01
7.78137435e-01 -9.08572136e-02 6.68374778e-01 -8.33506448e-02
-6.92659996e-02 8.55440331e-02]
[ -3.02321480e-01 -4.76375731e-01 5.40363102e-02 -5.10965281e-02
9.21025133e-01 1.42723759e-01 4.84584631e-01 4.71451686e-02
-9.14382090e-02 -1.38545950e-01]
[ -2.12480746e-01 -3.56268916e-01 2.49847307e-01 -2.47402447e-01
6.80261011e-01 -4.35296732e-02 7.36124148e-01 1.24345692e-02
-2.61224724e-01 -3.08442450e-02]
[ -1.38985912e-01 -2.55969210e-01 -1.83932951e-01 -1.10574850e-01
5.12407768e-01 -2.27425876e-01 2.07709479e-01 1.67878008e-01
-1.63784411e-02 -1.26555746e-01]
[ 1.01616609e-01 2.57942445e-01 1.59715084e-01 -1.05825384e-01
-8.37149902e-02 5.44706041e-02 -1.54763208e-01 2.81291983e-01
6.36103520e-02 1.69870682e-01]
[ 3.50859833e-01 3.44911787e-01 -8.16251931e-02 3.06827145e-01
-8.86476754e-01 -2.85706868e-01 -4.83103152e-01 1.76849996e-01
3.89289836e-01 -2.39211105e-02]
[ 5.01153872e-02 1.25510715e-01 2.54660357e-01 2.50292492e-01
-5.77142200e-02 -1.97620584e-01 -1.80259131e-01 -1.32854223e-01
-1.36293890e-01 -2.86448526e-01]
[ 1.65941028e-02 -9.54441493e-02 -1.22341019e-01 -6.50895790e-02
2.33971931e-01 4.24098091e-02 6.52625300e-03 -1.85935410e-01
2.40773781e-02 1.96657389e-01]
[ 1.77917927e-03 -4.96720594e-02 -6.75029825e-02 -5.28548605e-02
-2.61715508e-02 -1.78626900e-01 7.74200025e-02 9.74622560e-03
3.52587655e-02 2.07369848e-03]
[ 3.11569530e-02 9.89823600e-02 2.44162834e-01 7.52305010e-02
-2.34847335e-01 -1.37321281e-01 8.50614048e-02 3.94060748e-02
-1.85195071e-01 1.07304559e-01]
[ 7.42730064e-02 5.36693276e-02 1.07418919e-01 7.06255524e-03
-2.37280561e-01 6.71600948e-02 3.98204258e-02 -2.71262012e-01
-1.77370176e-02 -8.80464374e-02]
[ -8.81269260e-03 1.14645539e-01 8.46252179e-02 -3.15832280e-02
-6.17534894e-02 1.79306778e-01 7.58615188e-02 1.18016513e-01
-2.17162712e-02 1.71272729e-01]
[ 2.26905369e-01 9.93075090e-02 3.00301025e-02 8.43097749e-02
-2.83465724e-03 -2.59958620e-02 -2.09067740e-01 1.48579070e-01
-5.15224962e-02 -1.63220038e-02]
[ 4.87415350e-02 3.75135450e-02 1.90808604e-02 4.83476512e-02
-4.56368076e-01 -1.25416657e-01 -2.36172049e-01 4.14964083e-02
1.23595909e-01 1.98160309e-01]
[ 5.72865234e-02 4.94282478e-01 1.27343473e-01 4.36585387e-01
-1.27800826e+00 -3.02818069e-01 -5.63546314e-01 -7.11578429e-02
2.99829034e-01 3.41597585e-01]
[ 1.77501349e-01 4.92448278e-01 6.73495734e-02 4.31385164e-01
-1.04258812e+00 -8.22857132e-02 -4.31615676e-01 1.50957567e-01
2.14912588e-01 4.78440407e-01]
[ 2.46797806e-01 3.25215191e-01 2.45868194e-01 1.47668206e-01
-5.06211163e-01 8.11899090e-02 -2.23163936e-01 1.62057462e-01
2.39867385e-01 7.80623071e-02]
[ -7.17391376e-02 2.44533627e-01 2.41751414e-01 1.90080411e-02
-7.39934246e-02 1.29932087e-01 -1.20179538e-01 -1.50382553e-02
-3.05377023e-02 5.29608489e-02]
[ -9.98909585e-02 1.33795833e-02 2.39521496e-02 9.19589421e-02
-7.01686105e-02 1.16121461e-01 2.30252070e-01 1.97755677e-02
-2.75275091e-01 -9.36247775e-02]
[ -2.24206891e-01 -4.38352625e-02 -9.50257837e-02 -3.48040175e-01
1.91682319e-01 1.20156951e-01 1.14844788e-01 1.02968758e-01
-2.09739118e-01 2.98119194e-02]
[ 7.11909844e-03 -4.25073978e-01 -1.28909468e-01 -1.65516230e-01
3.79627773e-01 2.64029189e-02 2.03773655e-01 1.51979381e-01
-1.68430126e-01 -2.25866673e-01]
[ 8.92773742e-02 -2.71332641e-01 -1.66005705e-01 -5.03972912e-02
-9.57985890e-02 -3.61899443e-02 1.49748638e-01 -1.58379353e-01
9.52441772e-02 -1.90333442e-01]
[ -1.09648781e-01 2.58825412e-02 2.68097252e-01 9.23843706e-03
1.43592055e-01 7.48204331e-02 6.01121870e-02 -2.96123949e-01
-1.01055786e-01 -4.66022107e-02]
[ -3.38231373e-01 4.25876398e-03 1.86230853e-02 -1.21624091e-02
1.41084191e-01 -1.79716545e-01 1.54106302e-02 2.34910356e-01
-7.32640678e-02 8.52612912e-02]
[ 1.53782964e-01 -1.36396784e-02 -2.29342323e-01 -6.36882029e-02
8.93397981e-02 -3.04294715e-01 8.29630139e-02 -1.65647663e-01
1.28770315e-02 -1.71680179e-01]
[ 2.19268063e-01 -2.17547078e-01 6.75829689e-02 -1.18460154e-02
8.48700418e-02 -4.11205410e-02 5.38081253e-02 -1.35807588e-01
1.21125838e-01 -1.65062659e-01]
[ -1.02802181e-01 -8.47199386e-02 1.22239291e-01 1.11080120e-01
2.27735856e-02 -1.15771643e-01 2.50232766e-01 -7.83314914e-02
1.82788614e-01 3.08298941e-04]
[ -4.31165396e-02 -2.22329975e-01 1.81454582e-01 -3.13894820e-01
-2.31995531e-01 1.34801164e-01 1.25999535e-01 -1.23893905e-01
-1.62080283e-02 1.78117338e-01]]
[[ 0.61347323]
[ 1.74171676]
[ 0.21978522]
[ 0.86418652]
[-2.76697125]
[-0.27969287]
[-1.78109563]
[ 0.06628563]
[ 0.68050963]
[ 0.86684413]]
Progress: 49.9% ... Training loss: 0.263 ... Validation loss: 0.452[[ 1.72835329e-01 2.84691413e-01 -1.00543625e-01 1.16565173e-01
-4.61649438e-01 -7.32083312e-02 -1.03451182e-01 1.20873632e-01
-4.30823612e-02 2.17900916e-01]
[ 1.21673261e-02 1.32308434e-01 -1.96127301e-02 4.64973437e-02
7.83151434e-02 -6.59231071e-03 3.30398403e-01 4.08997654e-02
1.42423048e-01 -2.81822047e-02]
[ 2.07356612e-01 7.79190870e-01 1.41350766e-02 -4.72122946e-02
7.98533827e-01 -2.34960274e-02 -9.64679391e-01 -4.07002432e-02
6.32906802e-02 2.98400090e-01]
[ 6.52312411e-02 -4.25645368e-01 -1.87347502e-01 2.27943057e-01
-1.63565734e-02 1.20610060e-01 2.46322414e-01 6.62985434e-02
1.50367628e-01 3.22638855e-01]
[ -3.81056028e-02 3.66006615e-02 -1.51610830e-01 3.18384121e-02
-6.71594857e-02 -1.76339727e-01 1.40799342e-01 -1.17595598e-01
-2.01288093e-01 -6.52716924e-02]
[ -4.05254095e-01 -6.81819872e-01 -3.05904470e-01 1.36065234e-01
-1.94912786e-01 4.55282775e-02 3.92312470e-01 -4.10984178e-02
-4.32108123e-02 -4.83380486e-02]
[ 4.74205135e-04 -2.55548643e-01 1.17216317e-02 9.90905334e-02
-5.64416767e-02 -7.36203111e-02 1.76052405e-01 -1.91073868e-01
2.05601182e-01 5.15034472e-02]
[ 1.05729530e-01 -3.00094434e-01 2.98661898e-02 -8.06546953e-02
-2.01985166e-02 -4.63923952e-02 8.63016447e-02 1.16666066e-01
7.59439025e-02 -2.61870983e-02]
[ -1.73361684e-01 -1.87651484e-01 -3.00718024e-01 -1.42350569e-02
-1.04000013e-01 6.60396518e-02 -9.10303320e-02 -2.92879813e-02
2.73916868e-01 -1.27121827e-01]
[ 2.55820837e-02 -4.46562119e-01 7.24686982e-02 -3.05302025e-02
-2.91962018e-01 -1.05330373e-01 2.17306810e-01 -1.12159731e-01
-9.53518240e-03 5.88688161e-02]
[ -7.70655093e-02 -1.36716889e-01 6.19357153e-03 -1.23377947e-01
-1.28308169e-01 8.70348339e-03 2.36904534e-01 -1.02004292e-01
4.62936057e-03 -1.04979260e-01]
[ -1.24697273e-01 -2.42791829e-01 -6.99162359e-02 1.44876571e-02
3.06205798e-01 9.98515563e-02 1.91964189e-01 -1.63269173e-02
-1.66175990e-01 -2.08042619e-01]
[ -1.59388022e-01 1.57182245e-03 6.08432023e-02 1.84529275e-02
-1.67717231e-01 -2.18562450e-01 -1.73618069e-01 -1.97355337e-01
8.37535712e-02 1.70145890e-01]
[ -2.88225650e-01 -3.53076869e-01 9.28676270e-02 2.08347997e-01
-1.59769188e-01 -6.21809574e-02 1.11752645e-01 -2.61799173e-01
-2.81335473e-01 -9.84869006e-02]
[ 9.45811519e-02 -2.09834677e-01 -2.52227146e-02 1.08306478e-01
-5.48750554e-02 -8.62345388e-02 2.64472763e-01 1.81153803e-03
1.93189214e-02 -6.39872842e-03]
[ 3.33634757e-02 -1.30435008e-01 -2.11988218e-01 1.44133085e-01
-7.50211427e-02 8.27956794e-02 -1.74466594e-02 -2.04860066e-02
-9.14854817e-02 -7.67236751e-03]
[ -1.14268013e-01 -8.20137020e-02 -1.99314771e-01 1.67495908e-01
-1.47447305e-02 1.30804105e-01 1.77807130e-03 -2.50049087e-01
7.99804520e-02 -1.84531039e-01]
[ -5.72245243e-02 -4.76870107e-02 2.79858195e-01 1.16652641e-01
7.04238254e-02 -6.59638840e-02 -1.24305362e-01 1.21706301e-01
8.89368905e-02 5.65323658e-02]
[ 6.00811832e-02 -1.68636684e-02 8.79638771e-02 8.71360727e-02
2.22251625e-02 -1.62100209e-02 1.96976333e-01 1.19883075e-01
-2.65894517e-02 -5.75915248e-02]
[ 1.03261794e-02 -1.40592660e-01 -2.92875062e-01 -5.38362987e-02
8.44157388e-02 -9.24303026e-02 1.12886532e-01 1.62507589e-01
1.06697346e-01 -3.28922500e-02]
[ 5.79420634e-02 -3.25361196e-02 -1.12160221e-01 6.11345980e-02
-1.68524184e-01 3.16196119e-01 2.62844468e-01 2.05412708e-01
-1.46647783e-01 -4.53712455e-02]
[ 4.35226697e-03 -1.56835165e-02 1.23444685e-01 1.10812736e-01
1.01313324e-02 1.04878536e-01 -9.16490809e-02 -4.16581150e-02
2.20446704e-01 8.89669106e-02]
[ 1.17348179e-01 8.46081029e-02 -4.17702044e-02 -8.83532574e-02
-1.42236324e-01 -3.33283145e-01 1.15783650e-01 9.05775970e-03
1.51510873e-01 9.91907577e-02]
[ -1.04175341e-01 -6.94137429e-02 -1.60771129e-02 2.24510267e-02
-4.88536978e-02 -2.04832324e-01 -4.53199990e-02 -2.02919806e-02
1.89222888e-02 1.26333809e-01]
[ -1.66566332e-01 -1.37775130e-01 -2.05655189e-01 -2.94396705e-02
-3.01544996e-01 3.22780466e-03 7.19496569e-02 -2.61433755e-02
-1.65805816e-02 3.14057941e-02]
[ -2.95944174e-02 -1.43789966e-01 -7.46272120e-02 -1.24062558e-01
5.22902572e-01 2.74847125e-01 6.09170710e-01 1.13231639e-01
-1.79966397e-01 -3.77884855e-01]
[ -1.57487528e-02 -4.55677558e-01 -3.06236189e-02 -7.08542075e-02
6.48806081e-01 9.96028763e-02 5.77397367e-01 9.15549600e-02
3.15029908e-02 -3.86584360e-01]
[ 1.20039174e-02 -5.12990733e-01 -4.35308781e-02 -1.04883106e-01
6.70360816e-01 2.22064798e-02 5.44834450e-01 4.86706041e-02
-3.63079935e-01 -2.18606387e-01]
[ -1.74718578e-01 -6.49307369e-01 -1.06853487e-02 -2.04998498e-01
7.78001244e-01 -9.09101444e-02 6.68174219e-01 -8.33380112e-02
-6.91351114e-02 8.57423037e-02]
[ -3.02171641e-01 -4.76026071e-01 5.40932717e-02 -5.08661837e-02
9.20760288e-01 1.42653465e-01 4.84052892e-01 4.71625220e-02
-9.12768668e-02 -1.38326223e-01]
[ -2.12619846e-01 -3.56503390e-01 2.49791398e-01 -2.47626205e-01
6.80841426e-01 -4.34586907e-02 7.36343192e-01 1.24176500e-02
-2.61395518e-01 -3.10228607e-02]
[ -1.39301900e-01 -2.56925835e-01 -1.84045799e-01 -1.11054301e-01
5.13682999e-01 -2.27277347e-01 2.08589290e-01 1.67841682e-01
-1.67432595e-02 -1.27020508e-01]
[ 1.01517412e-01 2.57766460e-01 1.59710285e-01 -1.05922273e-01
-8.38384841e-02 5.45101043e-02 -1.54456687e-01 2.81281683e-01
6.35281617e-02 1.69763228e-01]
[ 3.52472314e-01 3.49061831e-01 -8.09904468e-02 3.09066106e-01
-8.89228780e-01 -2.86536923e-01 -4.88392380e-01 1.77042781e-01
3.90863346e-01 -2.13711481e-02]
[ 5.00600761e-02 1.25187138e-01 2.54640866e-01 2.50187514e-01
-5.74491579e-02 -1.97587564e-01 -1.80096616e-01 -1.32860971e-01
-1.36377066e-01 -2.86509904e-01]
[ 1.74878883e-02 -9.37291024e-02 -1.22043108e-01 -6.38153587e-02
2.30686389e-01 4.19937275e-02 4.49446981e-03 -1.85837441e-01
2.51003712e-02 1.97818968e-01]
[ 1.88143084e-03 -4.97386724e-02 -6.74601084e-02 -5.26716392e-02
-2.62344367e-02 -1.78686370e-01 7.74924265e-02 9.75931056e-03
3.53998359e-02 2.25095303e-03]
[ 3.15112825e-02 9.98052712e-02 2.44294121e-01 7.57394406e-02
-2.35883151e-01 -1.37488976e-01 8.41495226e-02 3.94462460e-02
-1.84779587e-01 1.07834657e-01]
[ 7.45045442e-02 5.43177142e-02 1.07497227e-01 7.37000731e-03
-2.37979343e-01 6.70720343e-02 3.92346495e-02 -2.71242136e-01
-1.75689831e-02 -8.77893416e-02]
[ -8.96758582e-03 1.14376054e-01 8.45699594e-02 -3.18158829e-02
-6.12997082e-02 1.79383930e-01 7.60465581e-02 1.17998147e-01
-2.19073839e-02 1.71042867e-01]
[ 2.26944897e-01 9.94212795e-02 3.00483026e-02 8.43994125e-02
-3.12691475e-03 -2.60202606e-02 -2.08920940e-01 1.48584868e-01
-5.14357419e-02 -1.62322266e-02]
[ 4.90548972e-02 3.82090307e-02 1.92019772e-02 4.88209611e-02
-4.57424471e-01 -1.25558747e-01 -2.36819028e-01 4.15322904e-02
1.23972394e-01 1.98628045e-01]
[ 5.90942068e-02 4.98153598e-01 1.28008162e-01 4.39099866e-01
-1.28431002e+00 -3.03611927e-01 -5.67584592e-01 -7.09632454e-02
3.01855598e-01 3.44158285e-01]
[ 1.77726447e-01 4.93240054e-01 6.74350138e-02 4.31529950e-01
-1.04373404e+00 -8.23592915e-02 -4.32244206e-01 1.50984197e-01
2.15124720e-01 4.78756026e-01]
[ 2.46648704e-01 3.24911608e-01 2.45812931e-01 1.47461638e-01
-5.05693932e-01 8.12574947e-02 -2.22851265e-01 1.62040887e-01
2.39704035e-01 7.78284756e-02]
[ -7.12949435e-02 2.45593971e-01 2.41911869e-01 1.96512607e-02
-7.59338581e-02 1.29745203e-01 -1.21330376e-01 -1.49912208e-02
-3.00469850e-02 5.35939455e-02]
[ -1.00012126e-01 1.30073622e-02 2.39107609e-02 9.17902614e-02
-6.97147404e-02 1.16174870e-01 2.30606845e-01 1.97635579e-02
-2.75409558e-01 -9.37786239e-02]
[ -2.24358881e-01 -4.42613322e-02 -9.50726169e-02 -3.48257251e-01
1.92316702e-01 1.20225202e-01 1.15284553e-01 1.02952228e-01
-2.09905350e-01 2.95948368e-02]
[ 7.19724631e-03 -4.24784515e-01 -1.28884346e-01 -1.65406416e-01
3.79081425e-01 2.63716900e-02 2.03434534e-01 1.51989212e-01
-1.68330894e-01 -2.25718685e-01]
[ 9.07125676e-02 -2.68375135e-01 -1.65506557e-01 -4.83050876e-02
-1.01979928e-01 -3.68193309e-02 1.46468780e-01 -1.58224996e-01
9.67624899e-02 -1.88328707e-01]
[ -1.09277711e-01 2.67139753e-02 2.68216139e-01 9.52993263e-03
1.44236979e-01 7.46554119e-02 5.91495650e-02 -2.96092564e-01
-1.00735048e-01 -4.62289400e-02]
[ -3.38073588e-01 4.55738243e-03 1.86912578e-02 -1.18850205e-02
1.41111648e-01 -1.79784323e-01 1.50198481e-02 2.34931556e-01
-7.30638834e-02 8.55752246e-02]
[ 1.55913226e-01 -8.07471394e-03 -2.28540324e-01 -6.06389530e-02
8.08386320e-02 -3.05254954e-01 7.70324270e-02 -1.65405590e-01
1.53082465e-02 -1.68752343e-01]
[ 2.21009230e-01 -2.13403358e-01 6.82880235e-02 -9.27143141e-03
8.04998443e-02 -4.20308604e-02 4.91189248e-02 -1.35592868e-01
1.22837249e-01 -1.62417861e-01]
[ -1.01942686e-01 -8.34799845e-02 1.22562366e-01 1.12261773e-01
1.97080872e-02 -1.16151739e-01 2.48791393e-01 -7.82379229e-02
1.83735247e-01 1.50905506e-03]
[ -4.41684745e-02 -2.25604009e-01 1.81055690e-01 -3.15597146e-01
-2.27433594e-01 1.35333822e-01 1.28888661e-01 -1.24023652e-01
-1.73778645e-02 1.76863410e-01]]
[[ 0.63398067]
[ 1.75586765]
[ 0.2379324 ]
[ 0.88873856]
[-2.7569987 ]
[-0.26320742]
[-1.75961286]
[ 0.08292486]
[ 0.7043617 ]
[ 0.88655646]]
Progress: 49.9% ... Training loss: 0.267 ... Validation loss: 0.460[[ 1.69676396e-01 2.78744988e-01 -1.01617476e-01 1.12568129e-01
-4.51144513e-01 -7.19270283e-02 -9.59334964e-02 1.20463124e-01
-4.65064033e-02 2.13607494e-01]
[ 1.25389958e-02 1.33213867e-01 -1.94673083e-02 4.70444340e-02
7.71799321e-02 -6.75052361e-03 3.29593368e-01 4.09499335e-02
1.42832294e-01 -2.76476664e-02]
[ 2.08752576e-01 7.80223333e-01 1.45934165e-02 -4.56554555e-02
7.97265574e-01 -2.41414714e-02 -9.66170750e-01 -4.05012249e-02
6.48656443e-02 3.00413069e-01]
[ 6.26457847e-02 -4.29076674e-01 -1.88159811e-01 2.25155016e-01
-9.23893042e-03 1.21714475e-01 2.50502965e-01 6.59864555e-02
1.47807963e-01 3.19342813e-01]
[ -3.48788705e-02 4.53469394e-02 -1.50439112e-01 3.65013519e-02
-8.04846001e-02 -1.77710580e-01 1.31624647e-01 -1.17201603e-01
-1.97919439e-01 -6.11345377e-02]
[ -4.06629439e-01 -6.83853710e-01 -3.06364531e-01 1.34436029e-01
-1.92339802e-01 4.61101124e-02 3.94951123e-01 -4.12890338e-02
-4.47534468e-02 -5.03021899e-02]
[ -1.45570434e-03 -2.60261034e-01 1.10387660e-02 9.64822913e-02
-4.97266894e-02 -7.27853398e-02 1.80688426e-01 -1.91337688e-01
2.03468498e-01 4.87404063e-02]
[ 1.05490709e-01 -2.99832811e-01 2.97726448e-02 -8.09204927e-02
-1.99355674e-02 -4.63645278e-02 8.66741890e-02 1.16646314e-01
7.56703466e-02 -2.62898456e-02]
[ -1.74735803e-01 -1.91064603e-01 -3.01236353e-01 -1.62029963e-02
-9.96492454e-02 6.65904665e-02 -8.74188955e-02 -2.94673998e-02
2.72495217e-01 -1.29055411e-01]
[ 2.25482345e-02 -4.53621842e-01 7.13164600e-02 -3.49190526e-02
-2.81131976e-01 -1.04089097e-01 2.25134407e-01 -1.12576991e-01
-1.29668160e-02 5.47284096e-02]
[ -7.84685868e-02 -1.39729448e-01 5.71093475e-03 -1.25181084e-01
-1.24186165e-01 9.28076451e-03 2.40201433e-01 -1.02181507e-01
3.21596099e-03 -1.06927208e-01]
[ -1.25178540e-01 -2.42617271e-01 -7.00361604e-02 1.42084594e-02
3.05155440e-01 1.00028487e-01 1.92098349e-01 -1.63860480e-02
-1.66701483e-01 -2.08717778e-01]
[ -1.59388022e-01 1.57182245e-03 6.08432023e-02 1.84529275e-02
-1.67717231e-01 -2.18562450e-01 -1.73618069e-01 -1.97355337e-01
8.37535712e-02 1.70145890e-01]
[ -2.88741534e-01 -3.53764143e-01 9.26820884e-02 2.07777999e-01
-1.59075991e-01 -6.19548079e-02 1.12728691e-01 -2.61876802e-01
-2.81988223e-01 -9.92999060e-02]
[ 9.39545964e-02 -2.10746490e-01 -2.54641212e-02 1.07414983e-01
-5.31194361e-02 -8.59564250e-02 2.65393064e-01 1.72509541e-03
1.85973497e-02 -7.31276594e-03]
[ 3.22060354e-02 -1.32457655e-01 -2.12362924e-01 1.42663689e-01
-7.18826911e-02 8.32616783e-02 -1.48829496e-02 -2.06342210e-02
-9.26974888e-02 -9.16345959e-03]
[ -1.14501026e-01 -8.24693857e-02 -1.99364602e-01 1.67327997e-01
-1.43729187e-02 1.30935109e-01 2.22980740e-03 -2.50086211e-01
7.97382136e-02 -1.84929460e-01]
[ -5.85877526e-02 -5.13773059e-02 2.79334972e-01 1.14699178e-01
7.60011877e-02 -6.54286867e-02 -1.20960706e-01 1.21520640e-01
8.74481792e-02 5.47147837e-02]
[ 6.02773677e-02 -1.65862174e-02 8.80205941e-02 8.73493223e-02
2.16989957e-02 -1.62886009e-02 1.96849440e-01 1.19905610e-01
-2.64395054e-02 -5.75124736e-02]
[ 9.54370293e-03 -1.42809346e-01 -2.93191413e-01 -5.50189447e-02
8.77880897e-02 -9.20824372e-02 1.15119120e-01 1.62399271e-01
1.05785716e-01 -3.39155112e-02]
[ 5.82746373e-02 -3.12957299e-02 -1.12035555e-01 6.15961751e-02
-1.70314344e-01 3.16047981e-01 2.61643501e-01 2.05458430e-01
-1.46303748e-01 -4.48661979e-02]
[ 4.87625205e-03 -1.38257377e-02 1.23681905e-01 1.11736809e-01
7.30722830e-03 1.04604833e-01 -9.30300426e-02 -4.15696479e-02
2.21126370e-01 8.98773436e-02]
[ 1.16425531e-01 8.23781811e-02 -4.21064472e-02 -8.96627714e-02
-1.38459173e-01 -3.32914794e-01 1.18168260e-01 8.93907320e-03
1.50587183e-01 9.79139624e-02]
[ -1.04471375e-01 -7.03802684e-02 -1.61948977e-02 2.20205239e-02
-4.87065689e-02 -2.04717527e-01 -4.44053419e-02 -2.03306368e-02
1.85998216e-02 1.25907499e-01]
[ -1.66639990e-01 -1.37867629e-01 -2.05683507e-01 -2.95348284e-02
-3.01335952e-01 3.25623685e-03 7.21288297e-02 -2.61529729e-02
-1.66496879e-02 3.13082528e-02]
[ -2.96863509e-02 -1.43917512e-01 -7.46654728e-02 -1.24197458e-01
5.23544394e-01 2.74891124e-01 6.09337252e-01 1.13218079e-01
-1.80063355e-01 -3.78019296e-01]
[ -1.60474982e-02 -4.56519899e-01 -3.07346424e-02 -7.12676914e-02
6.49917765e-01 9.97230453e-02 5.78275272e-01 9.15199134e-02
3.11939692e-02 -3.86959868e-01]
[ 1.15177310e-02 -5.14181466e-01 -4.37166684e-02 -1.05551930e-01
6.72213410e-01 2.24135424e-02 5.45927433e-01 4.86055001e-02
-3.63634428e-01 -2.19276754e-01]
[ -1.74951281e-01 -6.49840297e-01 -1.07733352e-02 -2.05328584e-01
7.78894741e-01 -9.08153127e-02 6.68826935e-01 -8.33693983e-02
-6.93895036e-02 8.54846075e-02]
[ -3.02326027e-01 -4.76190198e-01 5.40260485e-02 -5.11153390e-02
9.21437329e-01 1.42727636e-01 4.84271573e-01 4.71396591e-02
-9.14824781e-02 -1.38573379e-01]
[ -2.12768397e-01 -3.56931699e-01 2.49742113e-01 -2.47799352e-01
6.81417286e-01 -4.34045062e-02 7.36880517e-01 1.23998963e-02
-2.61550210e-01 -3.11634842e-02]
[ -1.39426801e-01 -2.57016581e-01 -1.84089066e-01 -1.11212387e-01
5.14096859e-01 -2.27231498e-01 2.08816400e-01 1.67827180e-01
-1.68233990e-02 -1.27172669e-01]
[ 1.00536915e-01 2.55485464e-01 1.59331978e-01 -1.07320137e-01
-7.99484232e-02 5.49307457e-02 -1.52003681e-01 2.81147042e-01
6.24543996e-02 1.68483370e-01]
[ 3.51493152e-01 3.47128490e-01 -8.12932073e-02 3.07908846e-01
-8.87232820e-01 -2.86125255e-01 -4.85981786e-01 1.76914248e-01
3.89849917e-01 -2.27520814e-02]
[ 4.95334990e-02 1.23848274e-01 2.54454571e-01 2.49454808e-01
-5.54651595e-02 -1.97376960e-01 -1.79012868e-01 -1.32928268e-01
-1.36968330e-01 -2.87233576e-01]
[ 1.73267021e-02 -9.41832857e-02 -1.22097626e-01 -6.40439846e-02
2.31299780e-01 4.20601515e-02 4.93872197e-03 -1.85855277e-01
2.49279948e-02 1.97597956e-01]
[ 1.27580811e-03 -5.10962317e-02 -6.77148584e-02 -5.35892216e-02
-2.38370000e-02 -1.78457751e-01 7.89300534e-02 9.67111001e-03
3.46784339e-02 1.31377130e-03]
[ 3.21785974e-02 1.01756552e-01 2.44553173e-01 7.67589899e-02
-2.38690404e-01 -1.37795453e-01 8.22357729e-02 3.95410418e-02
-1.84025098e-01 1.08831590e-01]
[ 7.48195354e-02 5.51950630e-02 1.07615231e-01 7.82671596e-03
-2.38980185e-01 6.69184803e-02 3.84732612e-02 -2.71205430e-01
-1.72135375e-02 -8.73349076e-02]
[ -8.98612985e-03 1.14251490e-01 8.45534104e-02 -3.19228801e-02
-6.09990433e-02 1.79393014e-01 7.63130452e-02 1.17994616e-01
-2.19433584e-02 1.70998252e-01]
[ 2.27209268e-01 1.00485867e-01 3.01607934e-02 8.48138488e-02
-4.32775991e-03 -2.61236536e-02 -2.09939647e-01 1.48614831e-01
-5.11192599e-02 -1.58587886e-02]
[ 4.89630757e-02 3.79619328e-02 1.91774855e-02 4.86910838e-02
-4.56927485e-01 -1.25524519e-01 -2.36659169e-01 4.15224594e-02
1.23865950e-01 1.98493286e-01]
[ 5.89111728e-02 4.97614444e-01 1.27933291e-01 4.38860020e-01
-1.28526103e+00 -3.03487880e-01 -5.66890718e-01 -7.09960079e-02
3.01589984e-01 3.43721208e-01]
[ 1.76769290e-01 4.91010795e-01 6.70889202e-02 4.30300648e-01
-1.04120903e+00 -8.19870631e-02 -4.29993645e-01 1.50860420e-01
2.14047372e-01 4.77431218e-01]
[ 2.46389782e-01 3.24831512e-01 2.45736269e-01 1.47206544e-01
-5.05342086e-01 8.13416650e-02 -2.22607981e-01 1.62012553e-01
2.39488952e-01 7.75490184e-02]
[ -7.15450783e-02 2.44898214e-01 2.41836015e-01 1.93236545e-02
-7.51720295e-02 1.29850285e-01 -1.20612080e-01 -1.50179556e-02
-3.03103270e-02 5.32750705e-02]
[ -9.98224030e-02 1.34773516e-02 2.39764879e-02 9.20504520e-02
-7.05160574e-02 1.16096030e-01 2.30116663e-01 1.97876981e-02
-2.75199843e-01 -9.35178247e-02]
[ -2.24177931e-01 -4.37265891e-02 -9.50100096e-02 -3.48028117e-01
1.91496969e-01 1.20153923e-01 1.14755006e-01 1.02974591e-01
-2.09725840e-01 2.98041192e-02]
[ 7.21176679e-03 -4.24922589e-01 -1.28883038e-01 -1.65407176e-01
3.79080584e-01 2.63736611e-02 2.03471917e-01 1.51989332e-01
-1.68325712e-01 -2.25716883e-01]
[ 9.01757084e-02 -2.68344272e-01 -1.65598798e-01 -4.86704776e-02
-1.03217481e-01 -3.66381698e-02 1.47351675e-01 -1.58290028e-01
9.63794658e-02 -1.88978210e-01]
[ -1.09860193e-01 2.55406282e-02 2.68005933e-01 8.66504577e-03
1.46657471e-01 7.49187772e-02 6.00675361e-02 -2.96171640e-01
-1.01426466e-01 -4.70655391e-02]
[ -3.38144260e-01 3.64334413e-03 1.86612246e-02 -1.20036316e-02
1.41457152e-01 -1.79750605e-01 1.57513577e-02 2.34924933e-01
-7.31075650e-02 8.54620015e-02]
[ 1.53923238e-01 -1.18772803e-02 -2.29289705e-01 -6.32511411e-02
8.75468274e-02 -3.04446426e-01 8.11967464e-02 -1.65677876e-01
1.29910877e-02 -1.71650314e-01]
[ 2.20824591e-01 -2.13313775e-01 6.82301389e-02 -9.47540136e-03
8.06730622e-02 -4.19846525e-02 4.92554400e-02 -1.35611470e-01
1.22680141e-01 -1.62629791e-01]
[ -1.02538401e-01 -8.49638150e-02 1.22336249e-01 1.11408316e-01
2.21793684e-02 -1.15908264e-01 2.50360179e-01 -7.83149346e-02
1.83077324e-01 6.89780108e-04]
[ -4.51263120e-02 -2.28248397e-01 1.80666754e-01 -3.17049827e-01
-2.24413045e-01 1.35752857e-01 1.31745321e-01 -1.24158629e-01
-1.84980761e-02 1.75628398e-01]]
[[ 0.61765869]
[ 1.74704819]
[ 0.22368596]
[ 0.8705855 ]
[-2.76666327]
[-0.27713775]
[-1.7795718 ]
[ 0.06727346]
[ 0.68493583]
[ 0.86890389]]
Progress: 50.0% ... Training loss: 0.261 ... Validation loss: 0.449[[ 1.72486849e-01 2.86394973e-01 -1.00512434e-01 1.16702330e-01
-4.64138198e-01 -7.32036852e-02 -1.02644110e-01 1.20790556e-01
-4.31588824e-02 2.17522698e-01]
[ 1.28102451e-02 1.33952434e-01 -1.93533154e-02 4.74827299e-02
7.59442954e-02 -6.86089249e-03 3.28915363e-01 4.09848197e-02
1.43178010e-01 -2.71930441e-02]
[ 2.12897202e-01 7.90590948e-01 1.62317496e-02 -3.94431223e-02
7.80364464e-01 -2.60387435e-02 -9.76571448e-01 -4.00121532e-02
6.97784200e-02 3.06278232e-01]
[ 6.35469606e-02 -4.25354533e-01 -1.87787519e-01 2.26506026e-01
-1.22156841e-02 1.21177705e-01 2.47398984e-01 6.60634831e-02
1.49097264e-01 3.20538359e-01]
[ -3.26417688e-02 4.90180247e-02 -1.49630524e-01 3.98274298e-02
-8.96043533e-02 -1.78689843e-01 1.26931630e-01 -1.16926137e-01
-1.95402822e-01 -5.80294975e-02]
[ -4.06656476e-01 -6.84212073e-01 -3.06389077e-01 1.34361482e-01
-1.93761595e-01 4.61226385e-02 3.95572126e-01 -4.12908223e-02
-4.47911941e-02 -5.03695435e-02]
[ -1.21343026e-03 -2.59992554e-01 1.11267165e-02 9.67746492e-02
-5.02453499e-02 -7.29458179e-02 1.80345039e-01 -1.91300925e-01
2.03800510e-01 4.90537580e-02]
[ 1.08278236e-01 -2.92803380e-01 3.08822418e-02 -7.66798649e-02
-3.26783053e-02 -4.76389223e-02 8.03190037e-02 1.16970703e-01
7.90663345e-02 -2.23711436e-02]
[ -1.75382762e-01 -1.92458416e-01 -3.01449094e-01 -1.70936422e-02
-9.79132452e-02 6.68784123e-02 -8.55214668e-02 -2.95396112e-02
2.71856420e-01 -1.30014734e-01]
[ 2.28889272e-02 -4.52180547e-01 7.15386020e-02 -3.41478322e-02
-2.85426776e-01 -1.04300209e-01 2.24884769e-01 -1.12502101e-01
-1.22373836e-02 5.54443701e-02]
[ -7.71073648e-02 -1.37207897e-01 6.21993721e-03 -1.23272263e-01
-1.29861940e-01 8.64478965e-03 2.37328514e-01 -1.02028988e-01
4.71326226e-03 -1.05097160e-01]
[ -1.24524650e-01 -2.41034383e-01 -6.98070444e-02 1.50962117e-02
3.02178824e-01 9.97411734e-02 1.91040766e-01 -1.63263055e-02
-1.65876761e-01 -2.08058409e-01]
[ -1.59388022e-01 1.57182245e-03 6.08432023e-02 1.84529275e-02
-1.67717231e-01 -2.18562450e-01 -1.73618069e-01 -1.97355337e-01
8.37535712e-02 1.70145890e-01]
[ -2.89006078e-01 -3.54375576e-01 9.25691855e-02 2.07358485e-01
-1.59176784e-01 -6.18293603e-02 1.13365942e-01 -2.61908416e-01
-2.82307691e-01 -9.97259456e-02]
[ 9.36671715e-02 -2.11495159e-01 -2.55679086e-02 1.07024987e-01
-5.25467963e-02 -8.58338270e-02 2.66064987e-01 1.69481740e-03
1.82889492e-02 -7.71840747e-03]
[ 3.27840629e-02 -1.31281236e-01 -2.12158997e-01 1.43464715e-01
-7.37202788e-02 8.30089944e-02 -1.57695444e-02 -2.05695617e-02
-9.20574393e-02 -8.35046150e-03]
[ -1.14291486e-01 -8.23745202e-02 -1.99281934e-01 1.67651936e-01
-1.52800930e-02 1.30809054e-01 2.05541571e-03 -2.50056148e-01
7.99967093e-02 -1.84621721e-01]
[ -5.91598115e-02 -5.28297783e-02 2.79132452e-01 1.13869731e-01
7.90340894e-02 -6.51898777e-02 -1.19340919e-01 1.21461995e-01
8.68658610e-02 5.39796381e-02]
[ 6.11864934e-02 -1.50169416e-02 8.83231216e-02 8.85390924e-02
1.84833025e-02 -1.66138553e-02 1.94933106e-01 1.19999845e-01
-2.54994158e-02 -5.64363615e-02]
[ 1.09744837e-02 -1.39401739e-01 -2.92637046e-01 -5.28956994e-02
8.08259210e-02 -9.27379130e-02 1.12043231e-01 1.62559759e-01
1.07509342e-01 -3.19407955e-02]
[ 5.99266174e-02 -2.66928850e-02 -1.11375303e-01 6.41089917e-02
-1.78127169e-01 3.15229372e-01 2.57257928e-01 2.05654082e-01
-1.44302418e-01 -4.25292936e-02]
[ 4.01257373e-03 -1.54594863e-02 1.23397247e-01 1.10571494e-01
1.10320091e-02 1.04977581e-01 -9.10798518e-02 -4.16591200e-02
2.20221567e-01 8.87703626e-02]
[ 1.16240536e-01 8.22026256e-02 -4.21633901e-02 -8.99187786e-02
-1.38683388e-01 -3.32837213e-01 1.18591836e-01 8.91538468e-03
1.50439303e-01 9.76070933e-02]
[ -1.04812908e-01 -7.11638202e-02 -1.63160947e-02 2.15497468e-02
-4.72353782e-02 -2.04561049e-01 -4.33769161e-02 -2.03668728e-02
1.82358807e-02 1.25447076e-01]
[ -1.66549406e-01 -1.37767476e-01 -2.05644980e-01 -2.93867762e-02
-3.02024199e-01 3.20625150e-03 7.20563188e-02 -2.61409858e-02
-1.65350151e-02 3.14462609e-02]
[ -2.94855817e-02 -1.43545891e-01 -7.45950655e-02 -1.23936710e-01
5.22618083e-01 2.74804010e-01 6.08992692e-01 1.13239797e-01
-1.79840496e-01 -3.77745007e-01]
[ -1.58163478e-02 -4.56231239e-01 -3.06468373e-02 -7.09164508e-02
6.48895729e-01 9.96102540e-02 5.77926693e-01 9.15465209e-02
3.14650182e-02 -3.86651137e-01]
[ 1.16777901e-02 -5.14334845e-01 -4.36549250e-02 -1.05301072e-01
6.71510052e-01 2.23374842e-02 5.45913570e-01 4.86250917e-02
-3.63451126e-01 -2.19064964e-01]
[ -1.74595689e-01 -6.49252500e-01 -1.06371172e-02 -2.04778392e-01
7.77374412e-01 -9.09913613e-02 6.68161207e-01 -8.33283218e-02
-6.89493904e-02 8.60348545e-02]
[ -3.02598986e-01 -4.76739729e-01 5.39274541e-02 -5.15043546e-02
9.22623453e-01 1.42850590e-01 4.85005925e-01 4.71098993e-02
-9.17760173e-02 -1.38951451e-01]
[ -2.13018227e-01 -3.57539265e-01 2.49646845e-01 -2.48181361e-01
6.82491426e-01 -4.32839362e-02 7.37572171e-01 1.23706905e-02
-2.61828051e-01 -3.14969982e-02]
[ -1.39624219e-01 -2.57575937e-01 -1.84150442e-01 -1.11493649e-01
5.14874098e-01 -2.27147004e-01 2.09464021e-01 1.67806149e-01
-1.70326971e-02 -1.27451790e-01]
[ 1.01271891e-01 2.57185002e-01 1.59596543e-01 -1.06283784e-01
-8.26510716e-02 5.45959029e-02 -1.53788329e-01 2.81224529e-01
6.32264801e-02 1.69476590e-01]
[ 3.51390851e-01 3.48019488e-01 -8.12700991e-02 3.07898937e-01
-8.87804258e-01 -2.86139828e-01 -4.86013725e-01 1.76914404e-01
3.89989781e-01 -2.27536728e-02]
[ 4.93920944e-02 1.23476952e-01 2.54404811e-01 2.49242511e-01
-5.48389482e-02 -1.97309217e-01 -1.78676079e-01 -1.32944616e-01
-1.37133154e-01 -2.87447450e-01]
[ 1.75347642e-02 -9.35601050e-02 -1.22017862e-01 -6.37339818e-02
2.30513568e-01 4.19614297e-02 4.38150376e-03 -1.85832704e-01
2.51579325e-02 1.97893999e-01]
[ 1.89878657e-03 -4.91755376e-02 -6.74726833e-02 -5.26162019e-02
-2.65652313e-02 -1.78778286e-01 7.70140115e-02 9.74912404e-03
3.54295070e-02 2.18924467e-03]
[ 3.21519350e-02 1.01548168e-01 2.44542044e-01 7.67149850e-02
-2.38433657e-01 -1.37783830e-01 8.24337470e-02 3.95371136e-02
-1.84056376e-01 1.08794748e-01]
[ 7.45905360e-02 5.45739055e-02 1.07532686e-01 7.49090615e-03
-2.38065858e-01 6.70217290e-02 3.90382175e-02 -2.71229288e-01
-1.74682323e-02 -8.76615504e-02]
[ -9.50470541e-03 1.13372437e-01 8.43820169e-02 -3.26043451e-02
-5.89122249e-02 1.79625296e-01 7.73139634e-02 1.17940622e-01
-2.25011561e-02 1.70299472e-01]
[ 2.26919550e-01 9.97612133e-02 3.00496549e-02 8.43821845e-02
-3.10013544e-03 -2.60000176e-02 -2.09105334e-01 1.48582590e-01
-5.14555259e-02 -1.62680875e-02]
[ 4.91068742e-02 3.83232119e-02 1.92216733e-02 4.88924894e-02
-4.57556101e-01 -1.25579744e-01 -2.37057926e-01 4.15381008e-02
1.24021601e-01 1.98698839e-01]
[ 6.00069766e-02 4.99389736e-01 1.28316647e-01 4.40333332e-01
-1.28999548e+00 -3.03884443e-01 -5.68835083e-01 -7.08802283e-02
3.02777403e-01 3.45137701e-01]
[ 1.77872098e-01 4.94049774e-01 6.74706624e-02 4.31727802e-01
-1.04649971e+00 -8.24897448e-02 -4.32732590e-01 1.50979001e-01
2.15279711e-01 4.78627619e-01]
[ 2.46794319e-01 3.25724078e-01 2.45935640e-01 1.47990189e-01
-5.07968410e-01 8.11069149e-02 -2.23336504e-01 1.62072532e-01
2.40080147e-01 7.83335756e-02]
[ -7.16191186e-02 2.44793399e-01 2.41805564e-01 1.92087685e-02
-7.52136589e-02 1.29885972e-01 -1.20490821e-01 -1.50269326e-02
-3.03956698e-02 5.31677986e-02]
[ -1.00253396e-01 1.24344935e-02 2.38198605e-02 9.14466130e-02
-6.88026357e-02 1.16288655e-01 2.31242034e-01 1.97412862e-02
-2.75681830e-01 -9.40926578e-02]
[ -2.24243879e-01 -4.39539609e-02 -9.50369451e-02 -3.48141840e-01
1.91700627e-01 1.20185332e-01 1.14914776e-01 1.02966520e-01
-2.09797376e-01 2.96945958e-02]
[ 6.90588533e-03 -4.25778012e-01 -1.29002002e-01 -1.65857429e-01
3.80349341e-01 2.65228916e-02 2.04349966e-01 1.51953103e-01
-1.68686737e-01 -2.26154938e-01]
[ 8.88853366e-02 -2.70513203e-01 -1.66056021e-01 -5.04821339e-02
-1.00008634e-01 -3.60731228e-02 1.50475139e-01 -1.58430887e-01
9.50913825e-02 -1.90750754e-01]
[ -1.10339005e-01 2.43117570e-02 2.67839715e-01 7.94196850e-03
1.48836889e-01 7.51190789e-02 6.11580744e-02 -2.96216000e-01
-1.01996181e-01 -4.77737640e-02]
[ -3.35968558e-01 7.75389098e-03 1.94411321e-02 -9.04490246e-03
1.32542293e-01 -1.80631149e-01 1.15395512e-02 2.35145548e-01
-7.07338382e-02 8.81540005e-02]
[ 1.53696383e-01 -1.29670052e-02 -2.29373404e-01 -6.35521642e-02
8.85568236e-02 -3.04389934e-01 8.23835726e-02 -1.65695229e-01
1.27669790e-02 -1.71948511e-01]
[ 2.21785130e-01 -2.10219771e-01 6.86661202e-02 -7.82481269e-03
7.60657089e-02 -4.25171805e-02 4.64212534e-02 -1.35479604e-01
1.23948554e-01 -1.61033531e-01]
[ -1.02257401e-01 -8.42647518e-02 1.22442648e-01 1.11826168e-01
2.08410793e-02 -1.16029421e-01 2.49749282e-01 -7.82831038e-02
1.83408724e-01 1.08736354e-03]
[ -4.41917121e-02 -2.26118751e-01 1.81011865e-01 -3.15673447e-01
-2.28897994e-01 1.35330843e-01 1.29821242e-01 -1.24053218e-01
-1.73382539e-02 1.76926898e-01]]
[[ 0.62931513]
[ 1.76131923]
[ 0.23103355]
[ 0.88034064]
[-2.76013212]
[-0.26993795]
[-1.77618597]
[ 0.07859159]
[ 0.69454084]
[ 0.8826569 ]]
Progress: 50.0% ... Training loss: 0.263 ... Validation loss: 0.445[[ 1.72644933e-01 2.86760602e-01 -1.00355535e-01 1.17172039e-01
-4.63347302e-01 -7.32936456e-02 -1.02135555e-01 1.20843563e-01
-4.28394523e-02 2.18001249e-01]
[ 1.21803102e-02 1.32252591e-01 -1.95818604e-02 4.65989690e-02
7.83514946e-02 -6.58190746e-03 3.30498317e-01 4.09044910e-02
1.42505130e-01 -2.80493260e-02]
[ 2.11374882e-01 7.85738078e-01 1.56729826e-02 -4.16670218e-02
7.85129844e-01 -2.53399365e-02 -9.72401059e-01 -4.02138974e-02
6.81507157e-02 3.04276573e-01]
[ 6.15129509e-02 -4.30712751e-01 -1.88692092e-01 2.23253363e-01
-4.29117974e-03 1.22129880e-01 2.52092188e-01 6.57477197e-02
1.46561370e-01 3.17515283e-01]
[ -3.23207710e-02 4.91777823e-02 -1.49467878e-01 4.04284149e-02
-8.87591784e-02 -1.78847277e-01 1.27123249e-01 -1.16860024e-01
-1.94749035e-01 -5.74802800e-02]
[ -4.06194905e-01 -6.83181899e-01 -3.06188227e-01 1.35067688e-01
-1.94806086e-01 4.59294884e-02 3.94665929e-01 -4.12265461e-02
-4.42475426e-02 -4.97290048e-02]
[ -2.36228557e-03 -2.63060551e-01 1.07664712e-02 9.52970380e-02
-4.58901545e-02 -7.24908989e-02 1.83219760e-01 -1.91425178e-01
2.02596602e-01 4.76492579e-02]
[ 1.07828231e-01 -2.95274438e-01 3.07007732e-02 -7.73325889e-02
-3.09320424e-02 -4.73992379e-02 8.27774057e-02 1.16908514e-01
7.85877723e-02 -2.29992462e-02]
[ -1.75900806e-01 -1.93822528e-01 -3.01622389e-01 -1.77839017e-02
-9.58436024e-02 6.71078585e-02 -8.40523429e-02 -2.96032925e-02
2.71406837e-01 -1.30694848e-01]
[ 2.19563115e-02 -4.55446552e-01 7.12532384e-02 -3.53755982e-02
-2.81497652e-01 -1.03842116e-01 2.28656405e-01 -1.12605102e-01
-1.31568366e-02 5.42781030e-02]
[ -7.85174400e-02 -1.41123862e-01 5.73347811e-03 -1.25181253e-01
-1.24092315e-01 9.22283944e-03 2.41124578e-01 -1.02203057e-01
3.26020088e-03 -1.07017840e-01]
[ -1.23837293e-01 -2.39725404e-01 -6.95493817e-02 1.61185787e-02
2.99606686e-01 9.94359299e-02 1.89369116e-01 -1.62350821e-02
-1.65092648e-01 -2.07043640e-01]
[ -1.59388022e-01 1.57182245e-03 6.08432023e-02 1.84529275e-02
-1.67717231e-01 -2.18562450e-01 -1.73618069e-01 -1.97355337e-01
8.37535712e-02 1.70145890e-01]
[ -2.88519269e-01 -3.53365232e-01 9.27789943e-02 2.08124649e-01
-1.60249959e-01 -6.20485661e-02 1.12439714e-01 -2.61839378e-01
-2.81733423e-01 -9.89845526e-02]
[ 9.39469107e-02 -2.10970395e-01 -2.54715175e-02 1.07396744e-01
-5.35076268e-02 -8.59432368e-02 2.65457774e-01 1.72919799e-03
1.86034593e-02 -7.39127295e-03]
[ 3.23095258e-02 -1.32147986e-01 -2.12326284e-01 1.42806271e-01
-7.22029644e-02 8.32170449e-02 -1.47643335e-02 -2.06296210e-02
-9.25866019e-02 -9.01424092e-03]
[ -1.14415158e-01 -8.32800995e-02 -1.99317613e-01 1.67538351e-01
-1.48318178e-02 1.30860808e-01 2.74208397e-03 -2.50064480e-01
7.99088186e-02 -1.84698493e-01]
[ -5.95297801e-02 -5.33249997e-02 2.79046077e-01 1.13435385e-01
8.02154362e-02 -6.50660883e-02 -1.18879501e-01 1.21428322e-01
8.64524583e-02 5.35557688e-02]
[ 6.05411119e-02 -1.68129672e-02 8.80749942e-02 8.75625053e-02
2.13759648e-02 -1.63230422e-02 1.96835151e-01 1.19914404e-01
-2.62338439e-02 -5.73642156e-02]
[ 1.06644394e-02 -1.40776806e-01 -2.92790752e-01 -5.34160880e-02
8.18591889e-02 -9.25730781e-02 1.12861797e-01 1.62507948e-01
1.07119169e-01 -3.24848216e-02]
[ 5.91992337e-02 -2.90607059e-02 -1.11651346e-01 6.30968184e-02
-1.75458996e-01 3.15540576e-01 2.59936227e-01 2.05563441e-01
-1.45083112e-01 -4.34814270e-02]
[ 4.62260014e-03 -1.42018590e-02 1.23661323e-01 1.11529720e-01
9.28213027e-03 1.04728718e-01 -9.23632174e-02 -4.15707211e-02
2.20966190e-01 8.97299137e-02]
[ 1.16086809e-01 8.17302375e-02 -4.22037898e-02 -9.00966039e-02
-1.38206124e-01 -3.32776503e-01 1.19198960e-01 8.89652985e-03
1.50387891e-01 9.74178706e-02]
[ -1.05041731e-01 -7.15666145e-02 -1.63936804e-02 2.12293977e-02
-4.65328678e-02 -2.04462935e-01 -4.28071303e-02 -2.03959868e-02
1.79997961e-02 1.25120268e-01]
[ -1.66547777e-01 -1.37751556e-01 -2.05644215e-01 -2.93836121e-02
-3.02034518e-01 3.20536084e-03 7.20400570e-02 -2.61407226e-02
-1.65335680e-02 3.14504694e-02]
[ -2.94020136e-02 -1.43619609e-01 -7.45731684e-02 -1.23836849e-01
5.22300223e-01 2.74774438e-01 6.08913792e-01 1.13247909e-01
-1.79766397e-01 -3.77650934e-01]
[ -1.57584624e-02 -4.56270648e-01 -3.06217466e-02 -7.08073709e-02
6.48683055e-01 9.95786681e-02 5.77951862e-01 9.15557880e-02
3.15459991e-02 -3.86581088e-01]
[ 1.13932089e-02 -5.15383406e-01 -4.37878357e-02 -1.05753343e-01
6.72902266e-01 2.24845607e-02 5.46689356e-01 4.85874526e-02
-3.63826527e-01 -2.19474305e-01]
[ -1.74417197e-01 -6.49167721e-01 -1.05516776e-02 -2.04457709e-01
7.76111614e-01 -9.10913772e-02 6.68033899e-01 -8.33017797e-02
-6.87192246e-02 8.63565949e-02]
[ -3.02679873e-01 -4.76851414e-01 5.38990766e-02 -5.16024552e-02
9.22954074e-01 1.42883275e-01 4.85183577e-01 4.71002028e-02
-9.18555168e-02 -1.39044641e-01]
[ -2.13288046e-01 -3.58294904e-01 2.49540233e-01 -2.48583379e-01
6.83584664e-01 -4.31592880e-02 7.38283331e-01 1.23339271e-02
-2.62136638e-01 -3.18782073e-02]
[ -1.39880279e-01 -2.57954578e-01 -1.84231800e-01 -1.11839618e-01
5.15977692e-01 -2.27043785e-01 2.10027795e-01 1.67776372e-01
-1.72931135e-02 -1.27793312e-01]
[ 1.01189541e-01 2.56798818e-01 1.59573066e-01 -1.06412902e-01
-8.21657986e-02 5.46417581e-02 -1.53422345e-01 2.81211307e-01
6.31658913e-02 1.69371547e-01]
[ 3.50930722e-01 3.46583895e-01 -8.14462430e-02 3.07167292e-01
-8.85791733e-01 -2.85925546e-01 -4.84567387e-01 1.76853105e-01
3.89490104e-01 -2.33925513e-02]
[ 4.91663146e-02 1.22854273e-01 2.54317951e-01 2.48915104e-01
-5.40373065e-02 -1.97212435e-01 -1.78085859e-01 -1.32973264e-01
-1.37392204e-01 -2.87770474e-01]
[ 1.77541444e-02 -9.30937383e-02 -1.21936212e-01 -6.34273550e-02
2.29650478e-01 4.18544700e-02 3.93036413e-03 -1.85803284e-01
2.54336260e-02 1.98196102e-01]
[ 1.74774124e-03 -4.96691088e-02 -6.75434550e-02 -5.28668377e-02
-2.59932519e-02 -1.78707415e-01 7.72793928e-02 9.72580674e-03
3.51924926e-02 1.92600116e-03]
[ 3.14512881e-02 9.96931947e-02 2.44290070e-01 7.57302989e-02
-2.35364159e-01 -1.37504805e-01 8.44061390e-02 3.94507810e-02
-1.84815818e-01 1.07860521e-01]
[ 7.39892527e-02 5.33912937e-02 1.07329188e-01 6.64354656e-03
-2.35958895e-01 6.72716626e-02 4.00630435e-02 -2.71298845e-01
-1.81379949e-02 -8.84687773e-02]
[ -9.52491707e-03 1.13320035e-01 8.43750872e-02 -3.26327797e-02
-5.88233132e-02 1.79634031e-01 7.73630356e-02 1.17938045e-01
-2.25223731e-02 1.70275491e-01]
[ 2.27031011e-01 1.00184473e-01 3.00931595e-02 8.45600520e-02
-3.59693799e-03 -2.60455103e-02 -2.09465218e-01 1.48597207e-01
-5.13361470e-02 -1.61253902e-02]
[ 4.93203904e-02 3.87539183e-02 1.93059594e-02 4.92152668e-02
-4.58352255e-01 -1.25654515e-01 -2.37515803e-01 4.15652179e-02
1.24279002e-01 1.99018513e-01]
[ 6.00069766e-02 4.99389736e-01 1.28316647e-01 4.40333332e-01
-1.28999548e+00 -3.03884443e-01 -5.68835083e-01 -7.08802283e-02
3.02777403e-01 3.45137701e-01]
[ 1.79533887e-01 4.97689895e-01 6.81618474e-02 4.34396581e-01
-1.05251983e+00 -8.32181584e-02 -4.36168026e-01 1.51214630e-01
2.17365682e-01 4.81162416e-01]
[ 2.46381062e-01 3.24667760e-01 2.45781385e-01 1.47384380e-01
-5.06350843e-01 8.12951968e-02 -2.22196716e-01 1.62017414e-01
2.39633357e-01 7.77276961e-02]
[ -7.17263490e-02 2.44654468e-01 2.41757986e-01 1.90170559e-02
-7.51512641e-02 1.29945833e-01 -1.20209762e-01 -1.50425613e-02
-3.05516100e-02 5.29679131e-02]
[ -1.00716196e-01 1.12009346e-02 2.36536581e-02 9.07879844e-02
-6.67816609e-02 1.16491486e-01 2.32518931e-01 1.96816241e-02
-2.76196839e-01 -9.47440177e-02]
[ -2.24196408e-01 -4.38202627e-02 -9.50194904e-02 -3.48075473e-01
1.91516388e-01 1.20164887e-01 1.14781609e-01 1.02972266e-01
-2.09744645e-01 2.97606020e-02]
[ 6.79306834e-03 -4.25965460e-01 -1.29029722e-01 -1.65990064e-01
3.80872297e-01 2.65669607e-02 2.04624228e-01 1.51940045e-01
-1.68803164e-01 -2.26300246e-01]
[ 8.92965312e-02 -2.69798696e-01 -1.65907682e-01 -4.98404110e-02
-1.02198237e-01 -3.62449552e-02 1.49765578e-01 -1.58381308e-01
9.54853721e-02 -1.90164323e-01]
[ -1.11263210e-01 2.18270335e-02 2.67513974e-01 6.62696151e-03
1.52520416e-01 7.55126381e-02 6.37096676e-02 -2.96331675e-01
-1.02979737e-01 -4.90406197e-02]
[ -3.36676337e-01 6.00260169e-03 1.92018864e-02 -1.00315033e-02
1.35406630e-01 -1.80337960e-01 1.31954021e-02 2.35057739e-01
-7.15147726e-02 8.72110933e-02]
[ 1.54939188e-01 -9.93218106e-03 -2.28862971e-01 -6.17209243e-02
8.50702647e-02 -3.04882147e-01 7.94243076e-02 -1.65528010e-01
1.41756248e-02 -1.70116703e-01]
[ 2.21508440e-01 -2.11665943e-01 6.85625157e-02 -8.19846118e-03
7.75110558e-02 -4.24227573e-02 4.78244855e-02 -1.35501666e-01
1.23693088e-01 -1.61438107e-01]
[ -1.03257837e-01 -8.68482150e-02 1.22107025e-01 1.10583806e-01
2.43721751e-02 -1.15624415e-01 2.52363743e-01 -7.83993572e-02
1.82510004e-01 -1.69854426e-04]
[ -4.45919342e-02 -2.27475427e-01 1.80843148e-01 -3.16343181e-01
-2.27619530e-01 1.35539611e-01 1.31160979e-01 -1.24114061e-01
-1.78106144e-02 1.76308037e-01]]
[[ 0.62444861]
[ 1.75831529]
[ 0.22516163]
[ 0.8760185 ]
[-2.76771601]
[-0.27545571]
[-1.78271629]
[ 0.07364098]
[ 0.68899136]
[ 0.8772532 ]]
Progress: 50.0% ... Training loss: 0.261 ... Validation loss: 0.444[[ 1.73575100e-01 2.89545537e-01 -1.00062206e-01 1.18301209e-01
-4.66189208e-01 -7.36896696e-02 -1.05390494e-01 1.20936779e-01
-4.19990955e-02 2.18900325e-01]
[ 1.22622696e-02 1.32363268e-01 -1.95373474e-02 4.67362799e-02
7.84512978e-02 -6.62939546e-03 3.30578032e-01 4.09173051e-02
1.42642924e-01 -2.78956397e-02]
[ 2.12813290e-01 7.89923583e-01 1.60385214e-02 -3.99533656e-02
7.81186507e-01 -2.59163519e-02 -9.77384238e-01 -4.00736139e-02
6.94765022e-02 3.05481974e-01]
[ 6.36415322e-02 -4.24756749e-01 -1.87734880e-01 2.26696961e-01
-8.92664057e-03 1.21254262e-01 2.47415112e-01 6.60169437e-02
1.49029337e-01 3.20637768e-01]
[ -3.43472868e-02 4.30520628e-02 -1.50155894e-01 3.75222661e-02
-8.54758659e-02 -1.78140656e-01 1.32408838e-01 -1.17069642e-01
-1.96694819e-01 -5.99796570e-02]
[ -4.06579588e-01 -6.84067927e-01 -3.06327456e-01 1.34499647e-01
-1.94104131e-01 4.60569964e-02 3.95176396e-01 -4.12779054e-02
-4.47142613e-02 -5.02609961e-02]
[ -1.28357476e-03 -2.60857606e-01 1.11255678e-02 9.66229896e-02
-5.18875027e-02 -7.29623561e-02 1.80608861e-01 -1.91296775e-01
2.03739235e-01 4.90006428e-02]
[ 1.08125732e-01 -2.94602958e-01 3.07716816e-02 -7.69263667e-02
-3.20806939e-02 -4.75559695e-02 8.20245292e-02 1.16945950e-01
7.88696441e-02 -2.26769524e-02]
[ -1.75167903e-01 -1.92545372e-01 -3.01359530e-01 -1.67929159e-02
-9.87800905e-02 6.67733099e-02 -8.61229168e-02 -2.95205579e-02
2.72152681e-01 -1.29639406e-01]
[ 2.33181357e-02 -4.52038027e-01 7.16427574e-02 -3.37924529e-02
-2.88936637e-01 -1.04507312e-01 2.24048818e-01 -1.12453971e-01
-1.18776285e-02 5.59532396e-02]
[ -7.84072423e-02 -1.42220081e-01 5.78890810e-03 -1.25002051e-01
-1.24309959e-01 9.16656419e-03 2.41595196e-01 -1.02185617e-01
3.42552849e-03 -1.06735199e-01]
[ -1.23584883e-01 -2.38772158e-01 -6.94406944e-02 1.65113503e-02
2.97882781e-01 9.93221724e-02 1.88582202e-01 -1.62064401e-02
-1.64833554e-01 -2.06804289e-01]
[ -1.59388022e-01 1.57182245e-03 6.08432023e-02 1.84529275e-02
-1.67717231e-01 -2.18562450e-01 -1.73618069e-01 -1.97355337e-01
8.37535712e-02 1.70145890e-01]
[ -2.88356582e-01 -3.52821111e-01 9.28411499e-02 2.08376404e-01
-1.60898619e-01 -6.21345350e-02 1.11911147e-01 -2.61823206e-01
-2.81592287e-01 -9.87257604e-02]
[ 9.31029777e-02 -2.13135374e-01 -2.57739264e-02 1.06208151e-01
-5.14313220e-02 -8.56254048e-02 2.67618268e-01 1.63383954e-03
1.76918046e-02 -8.57649811e-03]
[ 3.27336603e-02 -1.31395968e-01 -2.12182986e-01 1.43352316e-01
-7.35482715e-02 8.30539528e-02 -1.58394810e-02 -2.05864757e-02
-9.21435040e-02 -8.44859066e-03]
[ -1.14713564e-01 -8.42007096e-02 -1.99419865e-01 1.67112486e-01
-1.44535845e-02 1.30980576e-01 3.65611851e-03 -2.50091366e-01
7.95976420e-02 -1.84988367e-01]
[ -5.91567882e-02 -5.20201675e-02 2.79181805e-01 1.13960477e-01
7.82017536e-02 -6.52476007e-02 -1.20141128e-01 1.21473785e-01
8.68979757e-02 5.39690721e-02]
[ 6.14381601e-02 -1.49026800e-02 8.83598253e-02 8.86001337e-02
1.71114578e-02 -1.66931571e-02 1.94340785e-01 1.20012717e-01
-2.53408117e-02 -5.62757487e-02]
[ 1.02835564e-02 -1.41272382e-01 -2.92955322e-01 -5.39750148e-02
8.37579757e-02 -9.23946327e-02 1.13128786e-01 1.62456317e-01
1.06642001e-01 -3.29888364e-02]
[ 5.91131702e-02 -2.96515185e-02 -1.11696790e-01 6.29966915e-02
-1.74966586e-01 3.15566333e-01 2.60734615e-01 2.05554458e-01
-1.45169008e-01 -4.36544836e-02]
[ 5.14176010e-03 -1.31849649e-02 1.23855736e-01 1.12270403e-01
7.27543837e-03 1.04491135e-01 -9.34656627e-02 -4.15046770e-02
2.21540867e-01 9.03672921e-02]
[ 1.16120402e-01 8.17989213e-02 -4.21937711e-02 -9.00482041e-02
-1.38581843e-01 -3.32794937e-01 1.19080998e-01 8.90027286e-03
1.50421919e-01 9.74581480e-02]
[ -1.04075870e-01 -6.96099059e-02 -1.60396664e-02 2.25628073e-02
-4.99450740e-02 -2.04904764e-01 -4.53665611e-02 -2.02837629e-02
1.90093982e-02 1.26513166e-01]
[ -1.66589534e-01 -1.37867572e-01 -2.05660362e-01 -2.94379963e-02
-3.02194012e-01 3.22686255e-03 7.21158150e-02 -2.61457554e-02
-1.65851340e-02 3.14030021e-02]
[ -2.97676828e-02 -1.44634031e-01 -7.47114212e-02 -1.24378447e-01
5.23935069e-01 2.74938370e-01 6.09955282e-01 1.13202637e-01
-1.80185257e-01 -3.78193042e-01]
[ -1.57164124e-02 -4.56457220e-01 -3.06002981e-02 -7.07269345e-02
6.48460358e-01 9.95504878e-02 5.78042321e-01 9.15618297e-02
3.15973377e-02 -3.86527126e-01]
[ 1.14427179e-02 -5.15604014e-01 -4.37692276e-02 -1.05686058e-01
6.72692358e-01 2.24597836e-02 5.46767457e-01 4.85931514e-02
-3.63774060e-01 -2.19412836e-01]
[ -1.74491195e-01 -6.49306436e-01 -1.05818019e-02 -2.04575995e-01
7.76404617e-01 -9.10535560e-02 6.68281232e-01 -8.33123525e-02
-6.87945901e-02 8.62593076e-02]
[ -3.02825634e-01 -4.77321742e-01 5.38474649e-02 -5.17992361e-02
9.23263204e-01 1.42944941e-01 4.85689663e-01 4.70839787e-02
-9.19998220e-02 -1.39220564e-01]
[ -2.13458281e-01 -3.58660161e-01 2.49477091e-01 -2.48841026e-01
6.84271923e-01 -4.30769663e-02 7.38691480e-01 1.23119002e-02
-2.62346628e-01 -3.21150967e-02]
[ -1.39835981e-01 -2.57960498e-01 -1.84211891e-01 -1.11754538e-01
5.15722991e-01 -2.27070592e-01 2.09950766e-01 1.67782579e-01
-1.72373056e-02 -1.27707669e-01]
[ 1.01074071e-01 2.56729022e-01 1.59537218e-01 -1.06546045e-01
-8.16574882e-02 5.46849819e-02 -1.53148156e-01 2.81199266e-01
6.30875014e-02 1.69254207e-01]
[ 3.51585187e-01 3.48199740e-01 -8.12038172e-02 3.08044741e-01
-8.87846284e-01 -2.86216601e-01 -4.86475035e-01 1.76934789e-01
3.90106888e-01 -2.24521439e-02]
[ 4.92666015e-02 1.23358798e-01 2.54349053e-01 2.49017634e-01
-5.47114909e-02 -1.97235922e-01 -1.78525265e-01 -1.32965262e-01
-1.37322264e-01 -2.87664875e-01]
[ 1.80229810e-02 -9.25794777e-02 -1.21835717e-01 -6.30371505e-02
2.28694872e-01 4.17244995e-02 3.24185896e-03 -1.85779564e-01
2.57387026e-02 1.98620257e-01]
[ 2.44391231e-03 -4.74379151e-02 -6.72695081e-02 -5.18110838e-02
-2.88485597e-02 -1.79037469e-01 7.52026711e-02 9.81547457e-03
3.59590394e-02 2.95935409e-03]
[ 3.15291347e-02 1.00001842e-01 2.44308141e-01 7.58246918e-02
-2.35651105e-01 -1.37530170e-01 8.41856272e-02 3.94580738e-02
-1.84743105e-01 1.07863606e-01]
[ 7.41244431e-02 5.36804777e-02 1.07378327e-01 6.80928373e-03
-2.35352544e-01 6.71960495e-02 3.94102462e-02 -2.71285970e-01
-1.80075968e-02 -8.82462903e-02]
[ -9.26030803e-03 1.13913261e-01 8.44669177e-02 -3.23049829e-02
-6.06104879e-02 1.79497371e-01 7.65316068e-02 1.17972276e-01
-2.22070287e-02 1.70695025e-01]
[ 2.27432583e-01 1.01306656e-01 3.02070126e-02 8.49833301e-02
-4.70964212e-03 -2.62053452e-02 -2.10961796e-01 1.48634061e-01
-5.09667449e-02 -1.58092988e-02]
[ 4.91503766e-02 3.87475522e-02 1.92391850e-02 4.90032287e-02
-4.57858099e-01 -1.25560930e-01 -2.37544813e-01 4.15357926e-02
1.24025338e-01 1.98736666e-01]
[ 6.00090284e-02 4.98816088e-01 1.28280500e-01 4.40259888e-01
-1.29140874e+00 -3.03931329e-01 -5.68243766e-01 -7.08692852e-02
3.02829348e-01 3.45162476e-01]
[ 1.79896059e-01 4.97674989e-01 6.82799619e-02 4.34889570e-01
-1.05472813e+00 -8.33809837e-02 -4.36344895e-01 1.51257295e-01
2.17744192e-01 4.81508950e-01]
[ 2.46173945e-01 3.24371520e-01 2.45701365e-01 1.47055905e-01
-5.05978814e-01 8.13960503e-02 -2.21988625e-01 1.61990555e-01
2.39374241e-01 7.74227762e-02]
[ -7.19166024e-02 2.44232289e-01 2.41689922e-01 1.87569233e-02
-7.45599158e-02 1.30025360e-01 -1.19703413e-01 -1.50583807e-02
-3.07520280e-02 5.27179965e-02]
[ -1.00941522e-01 1.08528589e-02 2.35720160e-02 9.04675638e-02
-6.61662668e-02 1.16592624e-01 2.32904413e-01 1.96548237e-02
-2.76438986e-01 -9.50471477e-02]
[ -2.24170754e-01 -4.39007878e-02 -9.50109186e-02 -3.48013911e-01
1.91408181e-01 1.20156968e-01 1.14785641e-01 1.02975400e-01
-2.09705023e-01 2.98525242e-02]
[ 7.05663314e-03 -4.25665412e-01 -1.28931976e-01 -1.65617475e-01
3.79523483e-01 2.64370963e-02 2.03955771e-01 1.51973283e-01
-1.68493176e-01 -2.25922771e-01]
[ 8.88600562e-02 -2.70685858e-01 -1.66109141e-01 -5.06010055e-02
-1.01359925e-01 -3.60487521e-02 1.50454379e-01 -1.58428054e-01
9.49406951e-02 -1.90781780e-01]
[ -1.10020066e-01 2.34212169e-02 2.67975831e-01 8.43863838e-03
1.47442360e-01 7.49391429e-02 6.19372962e-02 -2.96179805e-01
-1.01496952e-01 -4.73083257e-02]
[ -3.37224886e-01 4.74399774e-03 1.90161836e-02 -1.07803819e-02
1.37024311e-01 -1.80109388e-01 1.41857433e-02 2.34991517e-01
-7.21297222e-02 8.64917376e-02]
[ 1.53740243e-01 -1.29959150e-02 -2.29324531e-01 -6.35852424e-02
8.99607785e-02 -3.04328804e-01 8.20946302e-02 -1.65680132e-01
1.27453769e-02 -1.71946671e-01]
[ 2.21539792e-01 -2.11519539e-01 6.85540990e-02 -8.20890498e-03
7.77053222e-02 -4.24148950e-02 4.73754080e-02 -1.35502544e-01
1.23599544e-01 -1.61371596e-01]
[ -1.02502678e-01 -8.50353056e-02 1.22406411e-01 1.11699840e-01
2.08741144e-02 -1.15983262e-01 2.50577123e-01 -7.83008885e-02
1.83309522e-01 8.23744734e-04]
[ -4.27131893e-02 -2.22553871e-01 1.81492680e-01 -3.13731538e-01
-2.35964720e-01 1.34650743e-01 1.25895701e-01 -1.23901220e-01
-1.57058696e-02 1.78879544e-01]]
[[ 0.63083222]
[ 1.76281533]
[ 0.23221778]
[ 0.88227447]
[-2.7646854 ]
[-0.26925611]
[-1.77987608]
[ 0.07857346]
[ 0.69674437]
[ 0.88631815]]
Progress: 50.1% ... Training loss: 0.263 ... Validation loss: 0.446[[ 1.74066114e-01 2.90917192e-01 -9.98960634e-02 1.18800358e-01
-4.66297304e-01 -7.38598417e-02 -1.06388125e-01 1.20977061e-01
-4.16146837e-02 2.19333693e-01]
[ 1.22679912e-02 1.32220535e-01 -1.95152877e-02 4.68190707e-02
7.83894741e-02 -6.65217913e-03 3.30842908e-01 4.09215698e-02
1.42681941e-01 -2.78260782e-02]
[ 2.09922640e-01 7.84458283e-01 1.49064407e-02 -4.45510116e-02
7.91804090e-01 -2.46233760e-02 -9.72793908e-01 -4.04708275e-02
6.61257856e-02 3.01059014e-01]
[ 6.60263837e-02 -4.19623633e-01 -1.86836162e-01 2.30310034e-01
-1.89553411e-02 1.20195375e-01 2.42200595e-01 6.63143149e-02
1.51629810e-01 3.23804134e-01]
[ -3.56644422e-02 3.95083350e-02 -1.50571440e-01 3.56309208e-02
-8.12538163e-02 -1.77719799e-01 1.37097872e-01 -1.17222563e-01
-1.97852947e-01 -6.15800640e-02]
[ -4.06723345e-01 -6.85085794e-01 -3.06335410e-01 1.34353676e-01
-1.92998854e-01 4.60521077e-02 3.96722168e-01 -4.12891334e-02
-4.47729425e-02 -5.03191880e-02]
[ -2.53640335e-03 -2.64562817e-01 1.06468976e-02 9.47669770e-02
-4.77662723e-02 -7.23836867e-02 1.84025738e-01 -1.91449766e-01
2.02328674e-01 4.71254755e-02]
[ 1.08084390e-01 -2.93939323e-01 3.07580047e-02 -7.71930348e-02
-3.18914664e-02 -4.75456661e-02 8.12839299e-02 1.16920123e-01
7.87994887e-02 -2.28667117e-02]
[ -1.75108463e-01 -1.92226880e-01 -3.01320556e-01 -1.66447381e-02
-9.88561660e-02 6.67313494e-02 -8.63676622e-02 -2.95094283e-02
2.72237362e-01 -1.29505680e-01]
[ 2.13792710e-02 -4.56288569e-01 7.09323616e-02 -3.67383175e-02
-2.81470760e-01 -1.03675429e-01 2.28324999e-01 -1.12703853e-01
-1.40269953e-02 5.32747347e-02]
[ -7.86319336e-02 -1.43766290e-01 5.74909099e-03 -1.25219025e-01
-1.23457852e-01 9.21221842e-03 2.43098699e-01 -1.02204513e-01
3.24254090e-03 -1.06963048e-01]
[ -1.22799814e-01 -2.36716359e-01 -6.91518095e-02 1.75537156e-02
2.94904456e-01 9.89867584e-02 1.86779823e-01 -1.61165773e-02
-1.63955915e-01 -2.05887327e-01]
[ -1.59388022e-01 1.57182245e-03 6.08432023e-02 1.84529275e-02
-1.67717231e-01 -2.18562450e-01 -1.73618069e-01 -1.97355337e-01
8.37535712e-02 1.70145890e-01]
[ -2.88112322e-01 -3.52541026e-01 9.29457141e-02 2.08776367e-01
-1.61823003e-01 -6.22618844e-02 1.11662579e-01 -2.61790000e-01
-2.81304518e-01 -9.83744247e-02]
[ 9.37827468e-02 -2.12096238e-01 -2.55185656e-02 1.07175986e-01
-5.29610824e-02 -8.59157902e-02 2.66663910e-01 1.71736449e-03
1.84304520e-02 -7.60873930e-03]
[ 3.18321279e-02 -1.33298958e-01 -2.12491564e-01 1.42043790e-01
-7.05274777e-02 8.34008528e-02 -1.35477457e-02 -2.06953136e-02
-9.30608442e-02 -9.62221866e-03]
[ -1.15131571e-01 -8.52081114e-02 -1.99567195e-01 1.66504528e-01
-1.33216975e-02 1.31174553e-01 4.53626419e-03 -2.50135954e-01
7.91100635e-02 -1.85589073e-01]
[ -6.01243552e-02 -5.47254209e-02 2.78818733e-01 1.12588409e-01
8.17844396e-02 -6.48490703e-02 -1.17288343e-01 1.21351485e-01
8.58592384e-02 5.26002194e-02]
[ 6.12137481e-02 -1.54221721e-02 8.82770738e-02 8.82323446e-02
1.77923787e-02 -1.65468944e-02 1.94658456e-01 1.19982383e-01
-2.56188409e-02 -5.66294959e-02]
[ 1.09222638e-02 -1.39216279e-01 -2.92732753e-01 -5.32471530e-02
8.09133984e-02 -9.26885081e-02 1.10959128e-01 1.62519563e-01
1.07353442e-01 -3.22536754e-02]
[ 5.89433623e-02 -3.00936977e-02 -1.11766526e-01 6.27175233e-02
-1.74064020e-01 3.15648108e-01 2.61193358e-01 2.05528879e-01
-1.45370814e-01 -4.39103272e-02]
[ 4.66415700e-03 -1.43925847e-02 1.23685151e-01 1.11599644e-01
9.34151955e-03 1.04692923e-01 -9.23064314e-02 -4.15643181e-02
2.20996744e-01 8.97105363e-02]
[ 1.15680981e-01 8.10615052e-02 -4.23409877e-02 -9.05875998e-02
-1.37087155e-01 -3.32624409e-01 1.20120372e-01 8.84875863e-03
1.49962931e-01 9.68706151e-02]
[ -1.03641406e-01 -6.86662070e-02 -1.58786066e-02 2.31642341e-02
-5.15500778e-02 -2.05088617e-01 -4.64664646e-02 -2.02297092e-02
1.94889995e-02 1.27141333e-01]
[ -1.66366871e-01 -1.37405193e-01 -2.05575974e-01 -2.91098916e-02
-3.02830250e-01 3.12468943e-03 7.15659219e-02 -2.61159074e-02
-1.63307053e-02 3.17282537e-02]
[ -2.97872638e-02 -1.44681879e-01 -7.47181550e-02 -1.24405852e-01
5.24013015e-01 2.74946884e-01 6.10010043e-01 1.13200184e-01
-1.80200983e-01 -3.78222560e-01]
[ -1.57325761e-02 -4.56504992e-01 -3.06068570e-02 -7.07502594e-02
6.48537480e-01 9.95575748e-02 5.78083331e-01 9.15597300e-02
3.15790338e-02 -3.86550238e-01]
[ 1.12280477e-02 -5.16280487e-01 -4.38447405e-02 -1.05972010e-01
6.73453097e-01 2.25445476e-02 5.47433157e-01 4.85676071e-02
-3.63998407e-01 -2.19713107e-01]
[ -1.74240425e-01 -6.49029949e-01 -1.04640697e-02 -2.04128689e-01
7.75197004e-01 -9.11908721e-02 6.67884058e-01 -8.32767485e-02
-6.84602121e-02 8.66304741e-02]
[ -3.02956922e-01 -4.77533451e-01 5.37916477e-02 -5.20177160e-02
9.23749145e-01 1.43011727e-01 4.85983461e-01 4.70644588e-02
-9.21612468e-02 -1.39427564e-01]
[ -2.13606278e-01 -3.58948084e-01 2.49420511e-01 -2.49050084e-01
6.84910355e-01 -4.30105677e-02 7.38919678e-01 1.22927706e-02
-2.62520678e-01 -3.23298069e-02]
[ -1.39984672e-01 -2.58490009e-01 -1.84264129e-01 -1.11960037e-01
5.16311388e-01 -2.27005120e-01 2.10465869e-01 1.67763973e-01
-1.74036697e-02 -1.27911157e-01]
[ 1.01003210e-01 2.56713728e-01 1.59516239e-01 -1.06618677e-01
-8.16736932e-02 5.47126278e-02 -1.53024521e-01 2.81191741e-01
6.30162677e-02 1.69148022e-01]
[ 3.50884597e-01 3.46478015e-01 -8.14377967e-02 3.07103719e-01
-8.86556336e-01 -2.85949689e-01 -4.84458740e-01 1.76854156e-01
3.89409330e-01 -2.33452461e-02]
[ 4.92086366e-02 1.23078402e-01 2.54334183e-01 2.48920464e-01
-5.44410836e-02 -1.97198179e-01 -1.78370400e-01 -1.32974661e-01
-1.37403871e-01 -2.87763340e-01]
[ 1.81148468e-02 -9.23144531e-02 -1.21810187e-01 -6.29188966e-02
2.28269626e-01 4.16817778e-02 3.01504625e-03 -1.85766882e-01
2.58307316e-02 1.98720345e-01]
[ 3.56604303e-03 -4.43480219e-02 -6.68599703e-02 -5.02320740e-02
-3.31570730e-02 -1.79488313e-01 7.22480556e-02 9.94845549e-03
3.71998519e-02 4.52999273e-03]
[ 3.16937988e-02 1.00057100e-01 2.44383445e-01 7.60559040e-02
-2.34969898e-01 -1.37613861e-01 8.42510826e-02 3.94882830e-02
-1.84531070e-01 1.08132173e-01]
[ 7.45780429e-02 5.48989790e-02 1.07543771e-01 7.34441766e-03
-2.36815865e-01 6.70174353e-02 3.82003539e-02 -2.71234881e-01
-1.75361662e-02 -8.76519674e-02]
[ -9.24652039e-03 1.13928545e-01 8.44709367e-02 -3.22902786e-02
-6.06517726e-02 1.79492859e-01 7.65042831e-02 1.17973209e-01
-2.21950495e-02 1.70709522e-01]
[ 2.26064788e-01 9.78408045e-02 2.96809178e-02 8.29298963e-02
1.22902872e-03 -2.56285849e-02 -2.07671824e-01 1.48452465e-01
-5.25135493e-02 -1.77698829e-02]
[ 4.91569735e-02 3.87512108e-02 1.92427301e-02 4.90101365e-02
-4.57776354e-01 -1.25565368e-01 -2.37573785e-01 4.15371451e-02
1.24037296e-01 1.98751243e-01]
[ 6.00570435e-02 4.98867236e-01 1.28289659e-01 4.40236658e-01
-1.29032077e+00 -3.03941159e-01 -5.68835693e-01 -7.08738730e-02
3.02894029e-01 3.45268058e-01]
[ 1.80256862e-01 4.98851167e-01 6.83884425e-02 4.35306441e-01
-1.05694442e+00 -8.35357815e-02 -4.37286670e-01 1.51295654e-01
2.18100575e-01 4.81770301e-01]
[ 2.46379305e-01 3.25137058e-01 2.45812006e-01 1.47431595e-01
-5.07649257e-01 8.12756305e-02 -2.22627807e-01 1.62024122e-01
2.39621256e-01 7.78078337e-02]
[ -7.24496621e-02 2.42809978e-01 2.41505571e-01 1.80283511e-02
-7.26579234e-02 1.30251950e-01 -1.18208407e-01 -1.51187896e-02
-3.13406042e-02 5.19920744e-02]
[ -1.01204389e-01 1.00579606e-02 2.34733097e-02 9.00899877e-02
-6.50902838e-02 1.16707077e-01 2.33731200e-01 1.96208789e-02
-2.76734991e-01 -9.53825129e-02]
[ -2.24456546e-01 -4.46223708e-02 -9.51200720e-02 -3.48431165e-01
1.92557121e-01 1.20283136e-01 1.15511701e-01 1.02939042e-01
-2.10035824e-01 2.94462891e-02]
[ 6.91787274e-03 -4.26100041e-01 -1.28981123e-01 -1.65782428e-01
3.80106615e-01 2.64911113e-02 2.04454103e-01 1.51959397e-01
-1.68617791e-01 -2.26094053e-01]
[ 8.82935077e-02 -2.72245225e-01 -1.66314232e-01 -5.13761707e-02
-9.92922963e-02 -3.58438232e-02 1.52155239e-01 -1.58497919e-01
9.42997310e-02 -1.91582909e-01]
[ -1.10080879e-01 2.31658367e-02 2.67993432e-01 8.40591123e-03
1.48578617e-01 7.49313683e-02 6.23776981e-02 -2.96176521e-01
-1.01532674e-01 -4.73447474e-02]
[ -3.36908462e-01 5.18319610e-03 1.91178986e-02 -1.04120295e-02
1.35548057e-01 -1.80248283e-01 1.39046911e-02 2.35018548e-01
-7.17782505e-02 8.67328617e-02]
[ 1.53372166e-01 -1.39862887e-02 -2.29444455e-01 -6.41082698e-02
9.10212982e-02 -3.04190053e-01 8.28494932e-02 -1.65719896e-01
1.23368144e-02 -1.72450582e-01]
[ 2.22018354e-01 -2.10321940e-01 6.87409967e-02 -7.49115711e-03
7.58180857e-02 -4.26259331e-02 4.60807376e-02 -1.35438284e-01
1.24118318e-01 -1.60640309e-01]
[ -1.03120613e-01 -8.67572956e-02 1.22159258e-01 1.10693161e-01
2.45652845e-02 -1.15671024e-01 2.51755487e-01 -7.83907203e-02
1.82623891e-01 -4.01012806e-05]
[ -4.32732870e-02 -2.23404508e-01 1.81297305e-01 -3.14600512e-01
-2.35217145e-01 1.34894657e-01 1.27374240e-01 -1.23975249e-01
-1.62599508e-02 1.78123049e-01]]
[[ 0.62514746]
[ 1.75542128]
[ 0.22646226]
[ 0.87867072]
[-2.77168927]
[-0.27263996]
[-1.78051041]
[ 0.07530525]
[ 0.69233556]
[ 0.88195582]]
Progress: 50.1% ... Training loss: 0.261 ... Validation loss: 0.449[[ 1.75159986e-01 2.94430341e-01 -9.95331484e-02 1.20178669e-01
-4.70364583e-01 -7.42629993e-02 -1.08937521e-01 1.21088714e-01
-4.07020338e-02 2.20499695e-01]
[ 1.23405888e-02 1.32399588e-01 -1.94887705e-02 4.69228602e-02
7.83158200e-02 -6.68446383e-03 3.30646528e-01 4.09308901e-02
1.42755963e-01 -2.77227839e-02]
[ 2.10307968e-01 7.87039649e-01 1.49409926e-02 -4.44886264e-02
7.92100499e-01 -2.46870469e-02 -9.74537477e-01 -4.04710266e-02
6.60836426e-02 3.01350125e-01]
[ 6.82084422e-02 -4.16851842e-01 -1.86030622e-01 2.33732016e-01
-2.86912279e-02 1.19228498e-01 2.38533312e-01 6.65940184e-02
1.54138001e-01 3.26890609e-01]
[ -4.02922428e-02 2.80088883e-02 -1.52316416e-01 2.90663110e-02
-6.28493467e-02 -1.75649316e-01 1.46946504e-01 -1.17790739e-01
-2.02833551e-01 -6.77171673e-02]
[ -4.06148193e-01 -6.84424277e-01 -3.06111526e-01 1.35278323e-01
-1.95965596e-01 4.57596294e-02 3.95650340e-01 -4.12103157e-02
-4.40727023e-02 -4.95156406e-02]
[ -2.53616040e-03 -2.64753564e-01 1.06467715e-02 9.47353901e-02
-4.77309016e-02 -7.23782857e-02 1.84134707e-01 -1.91441370e-01
2.02275238e-01 4.70398397e-02]
[ 1.08663668e-01 -2.92172748e-01 3.09231501e-02 -7.65074160e-02
-3.54996078e-02 -4.77921374e-02 7.97224499e-02 1.16967225e-01
7.92921355e-02 -2.20989128e-02]
[ -1.74614649e-01 -1.90959496e-01 -3.01148673e-01 -1.59120253e-02
-1.00189550e-01 6.65355440e-02 -8.72894363e-02 -2.94482199e-02
2.72726960e-01 -1.28932500e-01]
[ 2.24186339e-02 -4.52650389e-01 7.12603598e-02 -3.55118355e-02
-2.86324071e-01 -1.04071071e-01 2.25173095e-01 -1.12603535e-01
-1.32094219e-02 5.43452266e-02]
[ -7.84807091e-02 -1.44400544e-01 5.82283675e-03 -1.24836177e-01
-1.24568534e-01 9.09446120e-03 2.43514671e-01 -1.02172183e-01
3.53233124e-03 -1.06633410e-01]
[ -1.22341915e-01 -2.36215554e-01 -6.89927664e-02 1.82557764e-02
2.92995553e-01 9.87708037e-02 1.86069642e-01 -1.60537007e-02
-1.63434230e-01 -2.05228566e-01]
[ -1.59388022e-01 1.57182245e-03 6.08432023e-02 1.84529275e-02
-1.67717231e-01 -2.18562450e-01 -1.73618069e-01 -1.97355337e-01
8.37535712e-02 1.70145890e-01]
[ -2.87750751e-01 -3.52334288e-01 9.31042348e-02 2.09380577e-01
-1.63319408e-01 -6.24621041e-02 1.11391248e-01 -2.61735146e-01
-2.80843167e-01 -9.78372384e-02]
[ 9.36311489e-02 -2.12284569e-01 -2.55674620e-02 1.06971431e-01
-5.32728538e-02 -8.58434245e-02 2.66647639e-01 1.69684241e-03
1.82576049e-02 -7.84609221e-03]
[ 3.22647909e-02 -1.32618470e-01 -2.12355465e-01 1.42630039e-01
-7.16618460e-02 8.32112818e-02 -1.44070051e-02 -2.06436551e-02
-9.25888323e-02 -9.07491495e-03]
[ -1.15782568e-01 -8.66091391e-02 -1.99798379e-01 1.65597722e-01
-1.10842955e-02 1.31454168e-01 5.84857396e-03 -2.50207718e-01
7.84180126e-02 -1.86456134e-01]
[ -5.94780082e-02 -5.34627809e-02 2.79052962e-01 1.13472136e-01
7.92521417e-02 -6.51137952e-02 -1.18487716e-01 1.21429981e-01
8.65100989e-02 5.34171409e-02]
[ 6.07632842e-02 -1.63866698e-02 8.81069765e-02 8.75554955e-02
1.99618453e-02 -1.63523015e-02 1.95440778e-01 1.19924410e-01
-2.61727270e-02 -5.72736876e-02]
[ 1.13661476e-02 -1.37752854e-01 -2.92587133e-01 -5.27201424e-02
7.93038750e-02 -9.28797152e-02 1.09664817e-01 1.62556405e-01
1.07787715e-01 -3.17574707e-02]
[ 5.87119791e-02 -3.08074732e-02 -1.11882341e-01 6.22881175e-02
-1.73885227e-01 3.15783006e-01 2.61802259e-01 2.05492816e-01
-1.45701530e-01 -4.42751692e-02]
[ 5.68586723e-03 -1.18270474e-02 1.24061806e-01 1.13142727e-01
4.66721725e-03 1.04206347e-01 -9.47324157e-02 -4.14377174e-02
2.22121706e-01 9.12238438e-02]
[ 1.15923058e-01 8.15110009e-02 -4.22423694e-02 -9.02214489e-02
-1.37654638e-01 -3.32708632e-01 1.20056842e-01 8.88213986e-03
1.50174282e-01 9.71417327e-02]
[ -1.03812448e-01 -6.88566760e-02 -1.59616779e-02 2.29094614e-02
-5.09580714e-02 -2.05001345e-01 -4.61280404e-02 -2.02523412e-02
1.93024465e-02 1.26888161e-01]
[ -1.66211153e-01 -1.37070686e-01 -2.05515863e-01 -2.88365438e-02
-3.03554664e-01 3.04311171e-03 7.12079141e-02 -2.60932616e-02
-1.61204128e-02 3.19717227e-02]
[ -2.96457539e-02 -1.44561345e-01 -7.46750705e-02 -1.24210306e-01
5.23402812e-01 2.74888380e-01 6.09873010e-01 1.13215936e-01
-1.80062704e-01 -3.78059428e-01]
[ -1.57014512e-02 -4.56416941e-01 -3.05937319e-02 -7.06914573e-02
6.48319549e-01 9.95394158e-02 5.78000562e-01 9.15641547e-02
3.16225839e-02 -3.86516579e-01]
[ 1.20429440e-02 -5.15308601e-01 -4.35502099e-02 -1.04765124e-01
6.69851846e-01 2.21611318e-02 5.45993777e-01 4.86718919e-02
-3.63081480e-01 -2.18559186e-01]
[ -1.74143162e-01 -6.48885469e-01 -1.04473193e-02 -2.03993619e-01
7.74943981e-01 -9.12316607e-02 6.67678445e-01 -8.32650592e-02
-6.83588588e-02 8.67720165e-02]
[ -3.02821593e-01 -4.77312430e-01 5.38411305e-02 -5.18344093e-02
9.23551070e-01 1.42957159e-01 4.85705702e-01 4.70816187e-02
-9.20156644e-02 -1.39226471e-01]
[ -2.13781248e-01 -3.59417546e-01 2.49345174e-01 -2.49327746e-01
6.85454965e-01 -4.29203158e-02 7.39342380e-01 1.22683416e-02
-2.62748236e-01 -3.26115642e-02]
[ -1.40031416e-01 -2.58443375e-01 -1.84268561e-01 -1.11975314e-01
5.16201756e-01 -2.26998755e-01 2.10522663e-01 1.67761382e-01
-1.74157837e-02 -1.27947638e-01]
[ 1.01990914e-01 2.59771849e-01 1.59890751e-01 -1.05191086e-01
-8.61819318e-02 5.42694426e-02 -1.55816075e-01 2.81300763e-01
6.41035111e-02 1.70324685e-01]
[ 3.50486642e-01 3.45173536e-01 -8.16067703e-02 3.06451310e-01
-8.85524975e-01 -2.85746000e-01 -4.83201182e-01 1.76799456e-01
3.88892810e-01 -2.39167499e-02]
[ 4.92321544e-02 1.23043854e-01 2.54357606e-01 2.48994495e-01
-5.45620587e-02 -1.97226113e-01 -1.78404465e-01 -1.32966683e-01
-1.37341305e-01 -2.87689758e-01]
[ 1.80646052e-02 -9.24359559e-02 -1.21829801e-01 -6.29928725e-02
2.28455321e-01 4.17052518e-02 3.12321207e-03 -1.85773296e-01
2.57759520e-02 1.98648535e-01]
[ 3.56604303e-03 -4.43480219e-02 -6.68599703e-02 -5.02320740e-02
-3.31570730e-02 -1.79488313e-01 7.22480556e-02 9.94845549e-03
3.71998519e-02 4.52999273e-03]
[ 3.19701086e-02 1.00702346e-01 2.44480092e-01 7.64443567e-02
-2.35885856e-01 -1.37741763e-01 8.36717581e-02 3.95226291e-02
-1.84210000e-01 1.08500238e-01]
[ 7.49216107e-02 5.60162096e-02 1.07670182e-01 7.88715203e-03
-2.38796007e-01 6.68477811e-02 3.73905172e-02 -2.71186017e-01
-1.71397961e-02 -8.70940059e-02]
[ -9.25397138e-03 1.13582680e-01 8.44586976e-02 -3.23714627e-02
-6.01823824e-02 1.79493247e-01 7.67348290e-02 1.17972680e-01
-2.22054760e-02 1.70719226e-01]
[ 2.25791810e-01 9.70253883e-02 2.95820888e-02 8.25325752e-02
2.57065329e-03 -2.55106976e-02 -2.07083473e-01 1.48418510e-01
-5.28199786e-02 -1.81872968e-02]
[ 4.93027693e-02 3.92881351e-02 1.92966735e-02 4.92271854e-02
-4.58465818e-01 -1.25640378e-01 -2.38106844e-01 4.15557262e-02
1.24159587e-01 1.98957913e-01]
[ 6.05905934e-02 5.00238075e-01 1.28496824e-01 4.41049915e-01
-1.29210553e+00 -3.04163320e-01 -5.69639684e-01 -7.07997880e-02
3.03392777e-01 3.45977232e-01]
[ 1.79776878e-01 4.98249467e-01 6.82103091e-02 4.34596828e-01
-1.05535468e+00 -8.33036154e-02 -4.36863766e-01 1.51228765e-01
2.17524958e-01 4.81132491e-01]
[ 2.46398615e-01 3.25136389e-01 2.45807972e-01 1.47373102e-01
-5.07182031e-01 8.12875202e-02 -2.22613609e-01 1.62020282e-01
2.39641579e-01 7.77678234e-02]
[ -7.28010691e-02 2.41956538e-01 2.41378361e-01 1.75217115e-02
-7.15122964e-02 1.30400791e-01 -1.17379655e-01 -1.51608920e-02
-3.17227458e-02 5.14922944e-02]
[ -1.01128118e-01 1.02095743e-02 2.35040132e-02 9.02014868e-02
-6.54389736e-02 1.16671302e-01 2.33527804e-01 1.96314362e-02
-2.76654741e-01 -9.52674168e-02]
[ -2.24624524e-01 -4.50047304e-02 -9.51896606e-02 -3.48666953e-01
1.93153293e-01 1.20365454e-01 1.15964076e-01 1.02916289e-01
-2.10233200e-01 2.91847247e-02]
[ 6.88991896e-03 -4.26138450e-01 -1.28991722e-01 -1.65816901e-01
3.80200621e-01 2.65015425e-02 2.04523427e-01 1.51956378e-01
-1.68640332e-01 -2.26127297e-01]
[ 9.00659318e-02 -2.68420338e-01 -1.65676884e-01 -4.88161099e-02
-1.06680375e-01 -3.66763779e-02 1.48216128e-01 -1.58271589e-01
9.62441943e-02 -1.88998422e-01]
[ -1.09901113e-01 2.37721156e-02 2.68070681e-01 8.68981290e-03
1.48061320e-01 7.48511558e-02 6.15435976e-02 -2.96149471e-01
-1.01311592e-01 -4.70995540e-02]
[ -3.35975307e-01 7.60968779e-03 1.94799495e-02 -8.95790713e-03
1.31366775e-01 -1.80705480e-01 1.16075251e-02 2.35126098e-01
-7.06933152e-02 8.79374542e-02]
[ 1.54045746e-01 -1.27530693e-02 -2.29185226e-01 -6.30238502e-02
8.86728870e-02 -3.04497338e-01 8.17072180e-02 -1.65627475e-01
1.30154164e-02 -1.71577046e-01]
[ 2.22042589e-01 -2.10616352e-01 6.87417596e-02 -7.52592418e-03
7.63919552e-02 -4.25909268e-02 4.63987889e-02 -1.35440552e-01
1.24151518e-01 -1.60669911e-01]
[ -1.03656547e-01 -8.77400733e-02 1.21958080e-01 1.09909816e-01
2.64209984e-02 -1.15442912e-01 2.52715178e-01 -7.84582657e-02
1.82019181e-01 -7.91301304e-04]
[ -4.46720274e-02 -2.26713466e-01 1.80722631e-01 -3.16853514e-01
-2.31084556e-01 1.35579433e-01 1.30863038e-01 -1.24163262e-01
-1.79884748e-02 1.76054932e-01]]
[[ 0.63082517]
[ 1.75798828]
[ 0.23135068]
[ 0.8852989 ]
[-2.7655267 ]
[-0.26657016]
[-1.77451698]
[ 0.08195519]
[ 0.69976105]
[ 0.88833211]]
Progress: 50.2% ... Training loss: 0.265 ... Validation loss: 0.456[[ 1.72953411e-01 2.88957538e-01 -1.00400899e-01 1.16612132e-01
-4.58014427e-01 -7.32617876e-02 -1.03555175e-01 1.20769447e-01
-4.32869437e-02 2.17457561e-01]
[ 1.23568259e-02 1.32561160e-01 -1.94756098e-02 4.69493889e-02
7.80825957e-02 -6.69379621e-03 3.30471452e-01 4.09342669e-02
1.42750304e-01 -2.76769161e-02]
[ 2.07989838e-01 7.79627506e-01 1.40248243e-02 -4.80565438e-02
8.03510849e-01 -2.36456025e-02 -9.68226761e-01 -4.07992100e-02
6.32236145e-02 2.98142081e-01]
[ 6.75247120e-02 -4.17842015e-01 -1.86216783e-01 2.33142367e-01
-2.72614365e-02 1.19455892e-01 2.40265443e-01 6.65188760e-02
1.53442058e-01 3.26220497e-01]
[ -3.76864894e-02 3.42722928e-02 -1.51292714e-01 3.29929936e-02
-7.44217172e-02 -1.76840740e-01 1.40791389e-01 -1.17422360e-01
-1.99749830e-01 -6.39121067e-02]
[ -4.06486609e-01 -6.85142147e-01 -3.06259516e-01 1.34560945e-01
-1.94921971e-01 4.59487553e-02 3.96319632e-01 -4.12683191e-02
-4.45516571e-02 -5.02146204e-02]
[ -2.65802897e-03 -2.65354340e-01 1.06002831e-02 9.45084101e-02
-4.62804226e-02 -7.23633241e-02 1.84396877e-01 -1.91466565e-01
2.02145141e-01 4.70466258e-02]
[ 1.06060984e-01 -2.99611088e-01 2.99020681e-02 -8.05202705e-02
-2.42860798e-02 -4.65959582e-02 8.65673673e-02 1.16605687e-01
7.62528265e-02 -2.57934712e-02]
[ -1.74752238e-01 -1.90963811e-01 -3.01195577e-01 -1.61150831e-02
-1.00755994e-01 6.65842840e-02 -8.69695712e-02 -2.94658278e-02
2.72600613e-01 -1.29089474e-01]
[ 2.06708809e-02 -4.57309086e-01 7.05465045e-02 -3.85045796e-02
-2.78117589e-01 -1.03215808e-01 2.29332013e-01 -1.12874427e-01
-1.53451370e-02 5.17533248e-02]
[ -7.93668110e-02 -1.47231735e-01 5.47897425e-03 -1.26265101e-01
-1.20832354e-01 9.46137429e-03 2.46070294e-01 -1.02292339e-01
2.48717407e-03 -1.07873968e-01]
[ -1.22708884e-01 -2.37336352e-01 -6.91229530e-02 1.78064039e-02
2.93798136e-01 9.89051826e-02 1.87190595e-01 -1.60961749e-02
-1.63761871e-01 -2.05599199e-01]
[ -1.59587754e-01 1.42120583e-03 6.07686428e-02 1.81636975e-02
-1.67321288e-01 -2.18469998e-01 -1.73357319e-01 -1.97384160e-01
8.34873761e-02 1.69805256e-01]
[ -2.87748287e-01 -3.52082576e-01 9.31024305e-02 2.09334060e-01
-1.62848160e-01 -6.24394334e-02 1.11265590e-01 -2.61737826e-01
-2.80870462e-01 -9.79250284e-02]
[ 9.39569637e-02 -2.11807367e-01 -2.54510401e-02 1.07310920e-01
-5.43931790e-02 -8.59783183e-02 2.65967534e-01 1.73556379e-03
1.85940482e-02 -7.44006243e-03]
[ 3.24318459e-02 -1.32100428e-01 -2.12301489e-01 1.42829004e-01
-7.18356331e-02 8.31476820e-02 -1.50522837e-02 -2.06284633e-02
-9.23692078e-02 -8.86446165e-03]
[ -1.16101697e-01 -8.73147237e-02 -1.99923634e-01 1.65088601e-01
-9.44157553e-03 1.31576046e-01 6.49737903e-03 -2.50253422e-01
7.80257884e-02 -1.86831566e-01]
[ -6.00404422e-02 -5.49734071e-02 2.78851043e-01 1.12660414e-01
8.14762319e-02 -6.49081739e-02 -1.16954224e-01 1.21360456e-01
8.58961004e-02 5.27243316e-02]
[ 6.08316093e-02 -1.64371844e-02 8.81440425e-02 8.76725440e-02
1.95379422e-02 -1.63670720e-02 1.95153243e-01 1.19927917e-01
-2.61086766e-02 -5.71706955e-02]
[ 1.14589994e-02 -1.37438364e-01 -2.92540796e-01 -5.25652591e-02
7.82661325e-02 -9.29295528e-02 1.09599178e-01 1.62582017e-01
1.08012953e-01 -3.15031470e-02]
[ 5.65849106e-02 -3.70414127e-02 -1.12752137e-01 5.89265488e-02
-1.63908778e-01 3.16781690e-01 2.67463213e-01 2.05180909e-01
-1.48319547e-01 -4.74131244e-02]
[ 5.92424579e-03 -1.12584953e-02 1.24150077e-01 1.13430567e-01
4.14952438e-03 1.04111540e-01 -9.50953087e-02 -4.14095566e-02
2.22347058e-01 9.15079677e-02]
[ 1.15069939e-01 8.00168112e-02 -4.25441400e-02 -9.13956507e-02
-1.35601735e-01 -3.32360453e-01 1.21827871e-01 8.77467643e-03
1.49303008e-01 9.60069116e-02]
[ -1.03571896e-01 -6.85732171e-02 -1.58720533e-02 2.32709920e-02
-5.19491982e-02 -2.05108877e-01 -4.66690258e-02 -2.02198251e-02
1.95716743e-02 1.27249378e-01]
[ -1.66685401e-01 -1.38250590e-01 -2.05709479e-01 -2.95534398e-02
-3.02516308e-01 3.26052686e-03 7.23979700e-02 -2.61620365e-02
-1.67122488e-02 3.12376651e-02]
[ -3.01439777e-02 -1.45846082e-01 -7.48578843e-02 -1.24939245e-01
5.25532037e-01 2.75103677e-01 6.11090651e-01 1.13147884e-01
-1.80641611e-01 -3.78788905e-01]
[ -1.57380101e-02 -4.56384442e-01 -3.06042826e-02 -7.07523391e-02
6.48207996e-01 9.95546917e-02 5.78035601e-01 9.15592340e-02
3.15718541e-02 -3.86604056e-01]
[ 1.16668041e-02 -5.16257855e-01 -4.36932179e-02 -1.05315166e-01
6.71514949e-01 2.23269306e-02 5.47058227e-01 4.86218073e-02
-3.63513643e-01 -2.19061883e-01]
[ -1.74405788e-01 -6.49593732e-01 -1.05416394e-02 -2.04359287e-01
7.75944027e-01 -9.11246434e-02 6.68373880e-01 -8.32979219e-02
-6.86461135e-02 8.64258084e-02]
[ -3.02856296e-01 -4.77732843e-01 5.38230514e-02 -5.19071378e-02
9.23684659e-01 1.42970245e-01 4.86064672e-01 4.70770060e-02
-9.20523757e-02 -1.39292421e-01]
[ -2.14045447e-01 -3.60000750e-01 2.49236802e-01 -2.49734873e-01
6.86460804e-01 -4.27976003e-02 7.39992209e-01 1.22322316e-02
-2.63065235e-01 -3.29742914e-02]
[ -1.40619131e-01 -2.60205436e-01 -1.84470855e-01 -1.12822131e-01
5.18512635e-01 -2.26737510e-01 2.12392633e-01 1.67685324e-01
-1.80443746e-02 -1.28730850e-01]
[ 1.02031184e-01 2.60435816e-01 1.59916805e-01 -1.05075758e-01
-8.69822615e-02 5.42452081e-02 -1.56190509e-01 2.81311639e-01
6.42565056e-02 1.70420686e-01]
[ 3.50863103e-01 3.45769244e-01 -8.14588341e-02 3.06945864e-01
-8.85823893e-01 -2.85891642e-01 -4.83783812e-01 1.76851739e-01
3.89344612e-01 -2.33789596e-02]
[ 4.87265601e-02 1.21408630e-01 2.54174211e-01 2.48191110e-01
-5.23934261e-02 -1.97025382e-01 -1.76813747e-01 -1.33027298e-01
-1.37933373e-01 -2.88297699e-01]
[ 1.80331913e-02 -9.29329461e-02 -1.21864529e-01 -6.31249418e-02
2.28812446e-01 4.17437244e-02 3.15373436e-03 -1.85786697e-01
2.56804567e-02 1.98547696e-01]
[ 3.43296728e-03 -4.47156595e-02 -6.69020729e-02 -5.04214219e-02
-3.26836049e-02 -1.79447244e-01 7.25565064e-02 9.93289291e-03
3.70272301e-02 4.34486654e-03]
[ 3.16717168e-02 9.99793572e-02 2.44367650e-01 7.60540064e-02
-2.34732514e-01 -1.37602909e-01 8.44931550e-02 3.94841406e-02
-1.84534533e-01 1.08129722e-01]
[ 7.51624496e-02 5.67472609e-02 1.07760483e-01 8.19431768e-03
-2.39150691e-01 6.67487914e-02 3.61711408e-02 -2.71174011e-01
-1.69092524e-02 -8.68283234e-02]
[ -9.37768014e-03 1.13081465e-01 8.44027625e-02 -3.26149190e-02
-5.96065360e-02 1.79547296e-01 7.73497666e-02 1.17955742e-01
-2.23432198e-02 1.70571967e-01]
[ 2.25858721e-01 9.70220076e-02 2.95852016e-02 8.25116196e-02
2.71589924e-03 -2.55288352e-02 -2.07408455e-01 1.48417088e-01
-5.28018370e-02 -1.81778689e-02]
[ 4.94140261e-02 4.01084638e-02 1.93390557e-02 4.93420142e-02
-4.59160335e-01 -1.25679637e-01 -2.38638222e-01 4.15663245e-02
1.24222706e-01 1.99042891e-01]
[ 6.05647894e-02 5.00001378e-01 1.28470580e-01 4.40957188e-01
-1.29163567e+00 -3.04132931e-01 -5.69576034e-01 -7.08085272e-02
3.03333147e-01 3.45924075e-01]
[ 1.79253523e-01 4.97105523e-01 6.79996179e-02 4.33807374e-01
-1.05464886e+00 -8.30655853e-02 -4.35610781e-01 1.51154249e-01
2.16884968e-01 4.80353409e-01]
[ 2.46478275e-01 3.25342062e-01 2.45836749e-01 1.47483636e-01
-5.07412831e-01 8.12572534e-02 -2.22836988e-01 1.62029572e-01
2.39729941e-01 7.78733603e-02]
[ -7.28517256e-02 2.41813138e-01 2.41359000e-01 1.74476790e-02
-7.12791111e-02 1.30422227e-01 -1.17217047e-01 -1.51677553e-02
-3.17806973e-02 5.14232325e-02]
[ -1.01123504e-01 1.03758468e-02 2.34921887e-02 9.01966149e-02
-6.56665512e-02 1.16656972e-01 2.33282362e-01 1.96316437e-02
-2.76645965e-01 -9.52281243e-02]
[ -2.24867105e-01 -4.56940508e-02 -9.52846605e-02 -3.49014849e-01
1.94049212e-01 1.20471417e-01 1.16570452e-01 1.02885187e-01
-2.10483667e-01 2.88491391e-02]
[ 6.76409737e-03 -4.26466522e-01 -1.29041587e-01 -1.65998830e-01
3.80639059e-01 2.65519800e-02 2.04778316e-01 1.51939120e-01
-1.68766923e-01 -2.26283415e-01]
[ 8.94626500e-02 -2.69714488e-01 -1.65881164e-01 -4.96822047e-02
-1.04728797e-01 -3.64170152e-02 1.49504084e-01 -1.58354152e-01
9.56612175e-02 -1.89675110e-01]
[ -1.10513830e-01 2.21999074e-02 2.67837458e-01 7.77523629e-03
1.50323941e-01 7.51233707e-02 6.29321647e-02 -2.96234907e-01
-1.02039036e-01 -4.79673325e-02]
[ -3.37387116e-01 3.93023734e-03 1.89407423e-02 -1.10020627e-02
1.36717455e-01 -1.80116057e-01 1.50691356e-02 2.34935022e-01
-7.23124431e-02 8.60023551e-02]
[ 1.53365927e-01 -1.46473764e-02 -2.29446908e-01 -6.40848534e-02
9.14980566e-02 -3.04188254e-01 8.36139982e-02 -1.65717794e-01
1.21836800e-02 -1.72610493e-01]
[ 2.21647486e-01 -2.11800293e-01 6.85509530e-02 -8.20857722e-03
7.81501702e-02 -4.23990624e-02 4.71096381e-02 -1.35503027e-01
1.23626997e-01 -1.61337164e-01]
[ -1.03943987e-01 -8.92641525e-02 1.21844781e-01 1.09367560e-01
2.83270650e-02 -1.15297528e-01 2.54192328e-01 -7.84968202e-02
1.81690877e-01 -1.23618310e-03]
[ -4.38824140e-02 -2.24326632e-01 1.81002664e-01 -3.15903045e-01
-2.33997697e-01 1.35261107e-01 1.28726368e-01 -1.24075183e-01
-1.71490729e-02 1.77136353e-01]]
[[ 0.6186688 ]
[ 1.74739062]
[ 0.22022363]
[ 0.8738722 ]
[-2.77854332]
[-0.27761321]
[-1.78582255]
[ 0.06901725]
[ 0.68819666]
[ 0.87555813]]
Progress: 50.2% ... Training loss: 0.262 ... Validation loss: 0.452[[ 0.17346808 0.29193725 -0.10019589 0.11751351 -0.45982163 -0.07354262
-0.10657295 0.12081479 -0.04280577 0.21818139]
[ 0.01237046 0.13251658 -0.01947033 0.0469742 0.07814328 -0.00670029
0.33059356 0.04093541 0.14276965 -0.02763033]
[ 0.20801738 0.77979816 0.014108 -0.04811548 0.80464697 -0.02368125
-0.96970596 -0.04080072 0.06324415 0.29830663]
[ 0.06972868 -0.41239632 -0.18537719 0.23688156 -0.03821152 0.11833706
0.23493597 0.06680729 0.15626576 0.32970365]
[-0.03726482 0.03317075 -0.1511347 0.03371558 -0.07298727 -0.17711727
0.14320333 -0.11734535 -0.1992156 -0.06302725]
[-0.40636252 -0.6840282 -0.30626908 0.13464049 -0.19683133 0.04596153
0.3953216 -0.04126891 -0.04461681 -0.05022821]
[-0.00279615 -0.26576996 0.01053078 0.09422826 -0.04498814 -0.07227559
0.18438958 -0.19149502 0.20196578 0.04680997]
[ 0.10639344 -0.29753395 0.03008245 -0.07995827 -0.02591775 -0.0467894
0.08414843 0.11664387 0.0765657 -0.02530207]
[-0.17521864 -0.19222421 -0.3013592 -0.01679085 -0.09943006 0.06677345
-0.08566168 -0.0295146 0.27212118 -0.12967744]
[ 0.01941486 -0.45876349 0.07011611 -0.0404374 -0.27381749 -0.10264267
0.23066104 -0.11303108 -0.0169464 0.04989347]
[-0.07791904 -0.14375393 0.00595435 -0.1242229 -0.12630352 0.00883321
0.24218181 -0.10213891 0.00404628 -0.10591006]
[-0.12304862 -0.23784469 -0.06923024 0.01738265 0.29404639 0.09905646
0.18763368 -0.01613259 -0.16413079 -0.20605006]
[-0.15958775 0.00142121 0.06076864 0.0181637 -0.16732129 -0.21847
-0.17335732 -0.19738416 0.08348738 0.16980526]
[-0.28782213 -0.35213292 0.09304795 0.20913995 -0.16317894 -0.0623676
0.11131869 -0.26175593 -0.28107876 -0.0981009 ]
[ 0.09349509 -0.21237574 -0.02561246 0.10667392 -0.0535628 -0.0857583
0.26672661 0.00168096 0.01804603 -0.00814591]
[ 0.03315932 -0.13059748 -0.21206967 0.14385461 -0.07404844 0.08282759
-0.01675399 -0.02054488 -0.09156696 -0.00787158]
[-0.11588986 -0.08702051 -0.1998746 0.1653381 -0.00962486 0.1314978
0.00592278 -0.2502412 0.07823676 -0.18655728]
[-0.06005225 -0.05506509 0.27885154 0.11263942 0.08165683 -0.06489354
-0.11692974 0.12135878 0.08587723 0.05270006]
[ 0.06001015 -0.01757781 0.08784327 0.0863589 0.02296412 -0.01598573
0.19596301 0.11982306 -0.02713917 -0.05840427]
[ 0.01204114 -0.13628717 -0.29232087 -0.05167288 0.0757375 -0.0932078
0.10860026 0.16265467 0.10873771 -0.03062115]
[ 0.05667973 -0.03632355 -0.11269547 0.05911077 -0.16496293 0.31674751
0.2665888 0.20518517 -0.14822653 -0.04733471]
[ 0.00603501 -0.01067135 0.12422236 0.11368607 0.00426971 0.10401248
-0.09576799 -0.04138719 0.22247696 0.09176198]
[ 0.11511568 0.08020037 -0.04253266 -0.09136547 -0.13595844 -0.33237557
0.12167634 0.00877991 0.14934804 0.0960927 ]
[-0.10383512 -0.06931394 -0.01595803 0.02291054 -0.05130781 -0.20501333
-0.04593511 -0.02024595 0.01929408 0.12691718]
[-0.16697395 -0.13858071 -0.20581086 -0.02997901 -0.30197147 0.00339835
0.0728751 -0.02619662 -0.01704598 0.03079524]
[-0.03011772 -0.14576569 -0.07484837 -0.12489983 0.52540828 0.27509213
0.61101482 0.11315092 -0.18061039 -0.37874936]
[-0.01600603 -0.45699669 -0.03069727 -0.07112904 0.64942182 0.0996723
0.57864453 0.09152995 0.03127625 -0.38698153]
[ 0.0116415 -0.51631524 -0.04370229 -0.10535069 0.67161657 0.02233764
0.54711468 0.04861914 -0.36354032 -0.21909677]
[-0.17461735 -0.65017343 -0.01061577 -0.20464787 0.77665959 -0.09102931
0.66900405 -0.08332218 -0.06886593 0.08615781]
[-0.30292175 -0.47783184 0.05379622 -0.052011 0.92400275 0.14300413
0.48617924 0.04706862 -0.09213497 -0.13939813]
[-0.21404876 -0.36000423 0.2492364 -0.24973625 0.68656149 -0.04279961
0.739978 0.01223186 -0.26306591 -0.03298625]
[-0.14064256 -0.26003389 -0.1844823 -0.11287314 0.51865128 -0.2267216
0.21219548 0.16768107 -0.0181045 -0.12878442]
[ 0.10146403 0.25962075 0.1597428 -0.10575869 -0.08576873 0.05447589
-0.15539046 0.2812547 0.06367292 0.16968948]
[ 0.35099562 0.34679046 -0.08138979 0.30720316 -0.88690401 -0.28597158
-0.4846998 0.17687229 0.38947883 -0.0231798 ]
[ 0.04880054 0.12174811 0.25421576 0.24831533 -0.05277974 -0.19705917
-0.17710221 -0.13302051 -0.13783368 -0.28821431]
[ 0.01794924 -0.09316148 -0.12189449 -0.06323561 0.22922689 0.04178401
0.00340679 -0.18579701 0.02557819 0.19842443]
[ 0.00388436 -0.04369622 -0.06675466 -0.04979632 -0.03413009 -0.17964866
0.07154441 0.00997963 0.03750595 0.00497439]
[ 0.03155782 0.09992647 0.24431243 0.07579045 -0.23424637 -0.13754269
0.08462544 0.03946646 -0.18470535 0.10791642]
[ 0.07505946 0.05652961 0.10771588 0.00803109 -0.23832313 0.0668049
0.03615059 -0.27119773 -0.01704597 -0.08702786]
[-0.00839147 0.11516991 0.08472996 -0.03130224 -0.06251735 0.17911737
0.07529199 0.11806919 -0.0212537 0.17192242]
[ 0.22549176 0.09640735 0.02947202 0.08197203 0.00379483 -0.02534438
-0.20728562 0.14837294 -0.05330727 -0.01871964]
[ 0.04931478 0.0398354 0.0192958 0.04917214 -0.45883004 -0.12563271
-0.23835979 0.04155274 0.12409504 0.19889184]
[ 0.06058676 0.50053926 0.12846692 0.44092041 -1.29150373 -0.30412572
-0.57018729 -0.07081471 0.30329299 0.34594921]
[ 0.17899721 0.49646211 0.06789798 0.4334223 -1.05401237 -0.08293566
-0.43497548 0.15112355 0.2165887 0.47999128]
[ 0.24659056 0.32555185 0.24589306 0.14771183 -0.50868969 0.08117204
-0.22283871 0.16204836 0.2398975 0.0780693 ]
[-0.07270022 0.24226009 0.24140676 0.01763488 -0.07218007 0.13036865
-0.11751939 -0.01515261 -0.03162187 0.05160684]
[-0.10106055 0.01057488 0.02350987 0.09027759 -0.0661232 0.11663264
0.23303921 0.01963743 -0.27658338 -0.09515291]
[-0.22506646 -0.04629172 -0.09535924 -0.34929672 0.19481316 0.12056275
0.11695981 0.10286147 -0.21072058 0.02858296]
[ 0.00698398 -0.42627089 -0.1289654 -0.16567768 0.37982648 0.02644939
0.20438109 0.15196541 -0.16851502 -0.22597214]
[ 0.08992108 -0.26852862 -0.16577789 -0.04910947 -0.10567337 -0.03660472
0.14815372 -0.15831973 0.09611555 -0.18910716]
[-0.10986998 0.02388058 0.26810019 0.00875461 0.14709591 0.07480398
0.0613448 -0.29615551 -0.10131372 -0.04705473]
[-0.33809089 0.00250161 0.01866668 -0.01209746 0.13946603 -0.17976142
0.01636407 0.23484567 -0.07318244 0.08488526]
[ 0.1528677 -0.01557531 -0.22961564 -0.06478213 0.09332057 -0.30396496
0.08474785 -0.16577215 0.01160165 -0.17330299]
[ 0.22256106 -0.20941217 0.06890791 -0.0067816 0.07417986 -0.04283318
0.04397152 -0.13539707 0.12462515 -0.16006266]
[-0.10437225 -0.09054711 0.12169794 0.10877895 0.02980037 -0.11511115
0.25544004 -0.07854418 0.18126732 -0.00181323]
[-0.044416 -0.22442671 0.18080703 -0.31681522 -0.23282199 0.13553425
0.12900935 -0.12414353 -0.01786236 0.17642114]]
[[ 0.61900381]
[ 1.745668 ]
[ 0.21819043]
[ 0.8742218 ]
[-2.78015513]
[-0.27714967]
[-1.78646704]
[ 0.06801163]
[ 0.68811335]
[ 0.87541467]]
Progress: 50.3% ... Training loss: 0.263 ... Validation loss: 0.454[[ 0.17164993 0.28728825 -0.10085192 0.115008 -0.45060079 -0.07270034
-0.10230313 0.1206029 -0.04502051 0.21590991]
[ 0.01238011 0.13267486 -0.0194684 0.04697775 0.07810783 -0.00670252
0.33048925 0.04093507 0.14277595 -0.02759068]
[ 0.20624757 0.77554774 0.01335324 -0.05113446 0.81165891 -0.02281967
-0.96602175 -0.04103284 0.06105278 0.2960228 ]
[ 0.06875863 -0.414578 -0.18569298 0.23581589 -0.03651635 0.11888549
0.23706791 0.06667851 0.15527979 0.32840469]
[-0.03703479 0.03213115 -0.15108789 0.03441467 -0.07257025 -0.17730115
0.14318395 -0.11732323 -0.19907815 -0.06235197]
[-0.40607753 -0.68349217 -0.30610582 0.13538602 -0.19854351 0.04577006
0.3953476 -0.04121923 -0.04422663 -0.04971569]
[-0.00312921 -0.26673153 0.01043553 0.09401828 -0.04365327 -0.07215507
0.18493369 -0.19153159 0.20162684 0.04663189]
[ 0.10624152 -0.2983094 0.02999478 -0.08032865 -0.02603643 -0.04672489
0.08473159 0.11662004 0.07634288 -0.02537876]
[-0.17579762 -0.19349395 -0.30153211 -0.01754594 -0.09699286 0.06703306
-0.08408906 -0.02957624 0.27155419 -0.13045849]
[ 0.01917177 -0.45978013 0.07002528 -0.04084625 -0.27198421 -0.1025567
0.23147815 -0.11306159 -0.01719749 0.04991057]
[-0.07772873 -0.14375317 0.00604796 -0.12381127 -0.12795283 0.00869725
0.24190123 -0.10210564 0.00424665 -0.10561695]
[-0.12377481 -0.23929953 -0.06942559 0.01678995 0.29580363 0.0993596
0.18982303 -0.0162077 -0.16481864 -0.20688357]
[-0.15958775 0.00142121 0.06076864 0.0181637 -0.16732129 -0.21847
-0.17335732 -0.19738416 0.08348738 0.16980526]
[-0.2879828 -0.35216578 0.09302295 0.20906312 -0.16320989 -0.06231854
0.11173825 -0.26176761 -0.28126444 -0.09832091]
[ 0.09391081 -0.21173198 -0.02546328 0.10728275 -0.05489622 -0.08592906
0.2661153 0.00172804 0.01851028 -0.00758345]
[ 0.03295342 -0.1311368 -0.21213315 0.14363742 -0.07352858 0.08288408
-0.01627142 -0.02056338 -0.09177133 -0.00812828]
[-0.11512006 -0.08497225 -0.19958437 0.1664864 -0.01253547 0.13114633
0.00376376 -0.25015273 0.07915345 -0.18537798]
[-0.06071346 -0.05676987 0.27862372 0.11169526 0.08431208 -0.06461261
-0.11540996 0.12128471 0.08510377 0.05181917]
[ 0.05953341 -0.01868441 0.08766831 0.08591286 0.02447564 -0.01579225
0.19719767 0.11976931 -0.02767259 -0.0589083 ]
[ 0.01219798 -0.13599269 -0.29227768 -0.05152474 0.0752631 -0.09327704
0.10823806 0.16267111 0.10887447 -0.03042488]
[ 0.05711243 -0.03531668 -0.11253218 0.05974122 -0.16701459 0.31653856
0.26548629 0.20523422 -0.14773288 -0.04670021]
[ 0.0051135 -0.01337526 0.12387236 0.11224992 0.00778082 0.10445949
-0.09316277 -0.04149734 0.22140192 0.09055385]
[ 0.1151341 0.08035576 -0.04252493 -0.09131969 -0.13604012 -0.33238403
0.12150113 0.0087834 0.14936458 0.09616733]
[-0.10415538 -0.07005416 -0.0160712 0.02244997 -0.05057122 -0.20486713
-0.04504492 -0.0202818 0.0189486 0.12646354]
[-0.16680013 -0.1383725 -0.20570261 -0.02956947 -0.30208188 0.00328719
0.07285924 -0.0261695 -0.01669498 0.03114817]
[-0.0302709 -0.14619901 -0.07489975 -0.12511418 0.52604992 0.27515857
0.611461 0.11313562 -0.18077746 -0.37893818]
[-0.01607552 -0.45757908 -0.03073109 -0.07120674 0.64963124 0.0996931
0.57919676 0.09152198 0.03122824 -0.38713412]
[ 0.01170567 -0.51624159 -0.04367957 -0.10524466 0.67143921 0.02230943
0.5470899 0.04862547 -0.36348825 -0.21899954]
[-0.17458862 -0.65017222 -0.01060294 -0.20459822 0.77657499 -0.09104466
0.66896107 -0.08331789 -0.06882722 0.08620764]
[-0.30283685 -0.47784721 0.05385787 -0.05176214 0.92333601 0.14292858
0.48617959 0.04708666 -0.09196497 -0.13918594]
[-0.21417034 -0.36040159 0.24919882 -0.24987997 0.68701044 -0.04274996
0.7403938 0.01222006 -0.26318161 -0.03309323]
[-0.14049094 -0.25967802 -0.18443067 -0.1126361 0.51795941 -0.2267913
0.21180454 0.16769928 -0.01792207 -0.12855042]
[ 0.10146282 0.26020809 0.15975514 -0.10573165 -0.08660969 0.05447114
-0.15586055 0.28125579 0.06363503 0.1696693 ]
[ 0.35028127 0.34516255 -0.08162519 0.3062066 -0.88340665 -0.28561917
-0.48276776 0.17678679 0.38875257 -0.02408025]
[ 0.04887687 0.12170242 0.25426111 0.24847072 -0.05272581 -0.19711866
-0.17714764 -0.13300892 -0.13772329 -0.28810506]
[ 0.01833431 -0.09257508 -0.12174962 -0.06262464 0.22809567 0.04159357
0.00270268 -0.18575292 0.02601407 0.19900031]
[ 0.0036507 -0.04425363 -0.0668367 -0.05011688 -0.03338228 -0.17955203
0.07200865 0.00995438 0.03724865 0.00465282]
[ 0.03168558 0.10006902 0.24435778 0.07596684 -0.23474275 -0.13759826
0.08444606 0.03947995 -0.18456233 0.10810069]
[ 0.0748743 0.05624623 0.10764778 0.00777477 -0.2379969 0.06687502
0.03637253 -0.2712142 -0.01727965 -0.08727029]
[-0.00843325 0.11500678 0.08472513 -0.03132536 -0.06230834 0.17913077
0.07546214 0.11806612 -0.02126497 0.17190619]
[ 0.2257675 0.09719604 0.02956421 0.08235645 0.00260582 -0.02547328
-0.20812543 0.14840062 -0.05302166 -0.01829096]
[ 0.04937863 0.0397559 0.01931322 0.04922146 -0.45897783 -0.12566613
-0.23826072 0.04156139 0.12415166 0.19900028]
[ 0.06058163 0.501017 0.12845905 0.44091909 -1.29240554 -0.30410503
-0.57031633 -0.07081526 0.30325148 0.34591295]
[ 0.1780253 0.49371007 0.06754847 0.43220257 -1.04984806 -0.0825092
-0.43219938 0.15101381 0.21552659 0.47882391]
[ 0.24655374 0.32562726 0.24587993 0.14766807 -0.50875069 0.08119059
-0.22289503 0.16204421 0.23983387 0.07800342]
[-0.07260889 0.2425178 0.24144265 0.01776375 -0.07253311 0.13032917
-0.11775054 -0.01514203 -0.03151494 0.05174306]
[-0.10108821 0.01056146 0.02350344 0.09023247 -0.0660